warning: commands will be executed using /bin/sh
job 2583 at Sat Mar 29 20:25:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140328/YutaMouse20-140328/YutaMouse20-140328
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 6039571 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 2013190 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 106213 members 
Mstep: Class 3 contains 106175 members 
Mstep: Class 4 contains 106118 members 
Mstep: Class 5 contains 105790 members 
Mstep: Class 6 contains 105830 members 
Mstep: Class 7 contains 106899 members 
Mstep: Class 8 contains 105694 members 
Mstep: Class 9 contains 105960 members 
Mstep: Class 10 contains 105808 members 
Mstep: Class 11 contains 105732 members 
Mstep: Class 12 contains 106045 members 
Mstep: Class 13 contains 106544 members 
Mstep: Class 14 contains 105588 members 
Mstep: Class 15 contains 106275 members 
Mstep: Class 16 contains 106105 members 
Mstep: Class 17 contains 105688 members 
Mstep: Class 18 contains 105886 members 
Mstep: Class 19 contains 105232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1044.062744 but Gain 3599.773438
Score: -217159920.000000 Penalty: 64795.992188
Iteration 0F: 19 clusters Score -2.171599e+08 nChanged 1900315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3678 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 93369 members 
Mstep: Class 3 contains 83226 members 
Mstep: Class 4 contains 49256 members 
Mstep: Class 6 contains 186783 members 
Mstep: Class 7 contains 77890 members 
Mstep: Class 8 contains 64093 members 
Mstep: Class 9 contains 93968 members 
Mstep: Class 10 contains 71310 members 
Mstep: Class 11 contains 133678 members 
Mstep: Class 12 contains 203223 members 
Mstep: Class 13 contains 55784 members 
Mstep: Class 14 contains 227514 members 
Mstep: Class 15 contains 122793 members 
Mstep: Class 16 contains 94063 members 
Mstep: Class 17 contains 194264 members 
Mstep: Class 18 contains 56126 members 
Mstep: Class 19 contains 132625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -221745088.000000 Penalty: 64795.992188
Iteration 1F: 19 clusters Score -2.217451e+08 nChanged 781180
Entering Unmasked Mstep 
Mstep: Class 0 contains 2612 members 
Mstep: Class 1 contains 63085 members 
Mstep: Class 2 contains 90659 members 
Mstep: Class 3 contains 71560 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 6 contains 275977 members 
Mstep: Class 7 contains 67104 members 
Mstep: Class 8 contains 36200 members 
Mstep: Class 9 contains 77128 members 
Mstep: Class 10 contains 68320 members 
Mstep: Class 11 contains 133547 members 
Mstep: Class 12 contains 220914 members 
Mstep: Class 13 contains 50559 members 
Mstep: Class 14 contains 199202 members 
Mstep: Class 15 contains 126410 members 
Mstep: Class 16 contains 96741 members 
Mstep: Class 17 contains 199414 members 
Mstep: Class 18 contains 56416 members 
Mstep: Class 19 contains 132804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223086800.000000 Penalty: 64795.992188
Iteration 2F: 19 clusters Score -2.230868e+08 nChanged 563963
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 105787 members 
Mstep: Class 3 contains 61740 members 
Mstep: Class 4 contains 45757 members 
Mstep: Class 6 contains 291794 members 
Mstep: Class 7 contains 62180 members 
Mstep: Class 8 contains 27714 members 
Mstep: Class 9 contains 58681 members 
Mstep: Class 10 contains 75964 members 
Mstep: Class 11 contains 140605 members 
Mstep: Class 12 contains 207608 members 
Mstep: Class 13 contains 46176 members 
Mstep: Class 14 contains 188507 members 
Mstep: Class 15 contains 122542 members 
Mstep: Class 16 contains 120768 members 
Mstep: Class 17 contains 191645 members 
Mstep: Class 18 contains 71222 members 
Mstep: Class 19 contains 127742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223764704.000000 Penalty: 64795.992188
Iteration 3F: 19 clusters Score -2.237647e+08 nChanged 437249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2563 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 121583 members 
Mstep: Class 3 contains 54644 members 
Mstep: Class 4 contains 46821 members 
Mstep: Class 6 contains 251566 members 
Mstep: Class 7 contains 57862 members 
Mstep: Class 8 contains 29053 members 
Mstep: Class 9 contains 40544 members 
Mstep: Class 10 contains 85079 members 
Mstep: Class 11 contains 175873 members 
Mstep: Class 12 contains 183463 members 
Mstep: Class 13 contains 37974 members 
Mstep: Class 14 contains 181038 members 
Mstep: Class 15 contains 112149 members 
Mstep: Class 16 contains 161962 members 
Mstep: Class 17 contains 178071 members 
Mstep: Class 18 contains 89506 members 
Mstep: Class 19 contains 132815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224233168.000000 Penalty: 64795.992188
Iteration 4F: 19 clusters Score -2.242332e+08 nChanged 361232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2563 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 125477 members 
Mstep: Class 3 contains 42883 members 
Mstep: Class 4 contains 44831 members 
Mstep: Class 6 contains 201432 members 
Mstep: Class 7 contains 54183 members 
Mstep: Class 8 contains 35327 members 
Mstep: Class 9 contains 25704 members 
Mstep: Class 10 contains 93360 members 
Mstep: Class 11 contains 233411 members 
Mstep: Class 12 contains 163050 members 
Mstep: Class 13 contains 30210 members 
Mstep: Class 14 contains 172977 members 
Mstep: Class 15 contains 103147 members 
Mstep: Class 16 contains 199626 members 
Mstep: Class 17 contains 163694 members 
Mstep: Class 18 contains 104722 members 
Mstep: Class 19 contains 142916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224580080.000000 Penalty: 64795.992188
Iteration 5F: 19 clusters Score -2.245801e+08 nChanged 298755
Entering Unmasked Mstep 
Mstep: Class 0 contains 2562 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 121788 members 
Mstep: Class 3 contains 33542 members 
Mstep: Class 4 contains 40497 members 
Mstep: Class 6 contains 154429 members 
Mstep: Class 7 contains 52148 members 
Mstep: Class 8 contains 44252 members 
Mstep: Class 9 contains 16298 members 
Mstep: Class 10 contains 99522 members 
Mstep: Class 11 contains 291430 members 
Mstep: Class 12 contains 150724 members 
Mstep: Class 13 contains 26567 members 
Mstep: Class 14 contains 163636 members 
Mstep: Class 15 contains 99081 members 
Mstep: Class 16 contains 225425 members 
Mstep: Class 17 contains 149782 members 
Mstep: Class 18 contains 117960 members 
Mstep: Class 19 contains 152847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224811888.000000 Penalty: 64795.992188
Iteration 6F: 19 clusters Score -2.248119e+08 nChanged 241489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2562 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 114781 members 
Mstep: Class 3 contains 27929 members 
Mstep: Class 4 contains 36535 members 
Mstep: Class 6 contains 119719 members 
Mstep: Class 7 contains 52288 members 
Mstep: Class 8 contains 52627 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 103313 members 
Mstep: Class 11 contains 332760 members 
Mstep: Class 12 contains 146673 members 
Mstep: Class 13 contains 26010 members 
Mstep: Class 14 contains 153866 members 
Mstep: Class 15 contains 98290 members 
Mstep: Class 16 contains 237856 members 
Mstep: Class 17 contains 137522 members 
Mstep: Class 18 contains 131116 members 
Mstep: Class 19 contains 162811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224939792.000000 Penalty: 64795.992188
Iteration 7F: 19 clusters Score -2.249398e+08 nChanged 201824
Entering Unmasked Mstep 
Mstep: Class 0 contains 2561 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 107618 members 
Mstep: Class 3 contains 24575 members 
Mstep: Class 4 contains 33898 members 
Mstep: Class 6 contains 101226 members 
Mstep: Class 7 contains 54400 members 
Mstep: Class 8 contains 59388 members 
Mstep: Class 9 contains 8911 members 
Mstep: Class 10 contains 105170 members 
Mstep: Class 11 contains 349095 members 
Mstep: Class 12 contains 149727 members 
Mstep: Class 13 contains 27017 members 
Mstep: Class 14 contains 144173 members 
Mstep: Class 15 contains 100426 members 
Mstep: Class 16 contains 238512 members 
Mstep: Class 17 contains 126898 members 
Mstep: Class 18 contains 145175 members 
Mstep: Class 19 contains 174410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225026272.000000 Penalty: 64795.992188
Iteration 8F: 19 clusters Score -2.250263e+08 nChanged 163945
Entering Unmasked Mstep 
Mstep: Class 0 contains 2562 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 101708 members 
Mstep: Class 3 contains 22514 members 
Mstep: Class 4 contains 32999 members 
Mstep: Class 6 contains 93925 members 
Mstep: Class 7 contains 56831 members 
Mstep: Class 8 contains 65142 members 
Mstep: Class 9 contains 8116 members 
Mstep: Class 10 contains 105917 members 
Mstep: Class 11 contains 341836 members 
Mstep: Class 12 contains 160965 members 
Mstep: Class 13 contains 28429 members 
Mstep: Class 14 contains 135867 members 
Mstep: Class 15 contains 104932 members 
Mstep: Class 16 contains 229936 members 
Mstep: Class 17 contains 117742 members 
Mstep: Class 18 contains 160030 members 
Mstep: Class 19 contains 187922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225118688.000000 Penalty: 64795.992188
Iteration 9F: 19 clusters Score -2.251187e+08 nChanged 136458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2563 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 97030 members 
Mstep: Class 3 contains 21077 members 
Mstep: Class 4 contains 32982 members 
Mstep: Class 6 contains 90681 members 
Mstep: Class 7 contains 58882 members 
Mstep: Class 8 contains 70157 members 
Mstep: Class 9 contains 8421 members 
Mstep: Class 10 contains 106179 members 
Mstep: Class 11 contains 329430 members 
Mstep: Class 12 contains 174513 members 
Mstep: Class 13 contains 29790 members 
Mstep: Class 14 contains 127210 members 
Mstep: Class 15 contains 111382 members 
Mstep: Class 16 contains 214935 members 
Mstep: Class 17 contains 109479 members 
Mstep: Class 18 contains 175021 members 
Mstep: Class 19 contains 201495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225198704.000000 Penalty: 64795.992188
Iteration 10F: 19 clusters Score -2.251987e+08 nChanged 120374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2563 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 93556 members 
Mstep: Class 3 contains 20058 members 
Mstep: Class 4 contains 33435 members 
Mstep: Class 6 contains 89079 members 
Mstep: Class 7 contains 60364 members 
Mstep: Class 8 contains 74585 members 
Mstep: Class 9 contains 9531 members 
Mstep: Class 10 contains 106152 members 
Mstep: Class 11 contains 317010 members 
Mstep: Class 12 contains 187681 members 
Mstep: Class 13 contains 31172 members 
Mstep: Class 14 contains 118638 members 
Mstep: Class 15 contains 119259 members 
Mstep: Class 16 contains 195816 members 
Mstep: Class 17 contains 102357 members 
Mstep: Class 18 contains 189614 members 
Mstep: Class 19 contains 213899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225257984.000000 Penalty: 64795.992188
Iteration 11F: 19 clusters Score -2.25258e+08 nChanged 107367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2563 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 90801 members 
Mstep: Class 3 contains 19439 members 
Mstep: Class 4 contains 34332 members 
Mstep: Class 6 contains 87449 members 
Mstep: Class 7 contains 61246 members 
Mstep: Class 8 contains 78548 members 
Mstep: Class 9 contains 11090 members 
Mstep: Class 10 contains 105935 members 
Mstep: Class 11 contains 306226 members 
Mstep: Class 12 contains 199672 members 
Mstep: Class 13 contains 32404 members 
Mstep: Class 14 contains 110297 members 
Mstep: Class 15 contains 127809 members 
Mstep: Class 16 contains 175674 members 
Mstep: Class 17 contains 96723 members 
Mstep: Class 18 contains 203057 members 
Mstep: Class 19 contains 224903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225304768.000000 Penalty: 64795.992188
Iteration 12F: 19 clusters Score -2.253048e+08 nChanged 95317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2563 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 88483 members 
Mstep: Class 3 contains 19011 members 
Mstep: Class 4 contains 35548 members 
Mstep: Class 6 contains 85588 members 
Mstep: Class 7 contains 61542 members 
Mstep: Class 8 contains 82024 members 
Mstep: Class 9 contains 12741 members 
Mstep: Class 10 contains 105729 members 
Mstep: Class 11 contains 297586 members 
Mstep: Class 12 contains 210136 members 
Mstep: Class 13 contains 33471 members 
Mstep: Class 14 contains 102397 members 
Mstep: Class 15 contains 136357 members 
Mstep: Class 16 contains 156830 members 
Mstep: Class 17 contains 92406 members 
Mstep: Class 18 contains 214754 members 
Mstep: Class 19 contains 233966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225343744.000000 Penalty: 64795.992188
Iteration 13Q: 19 clusters Score -2.253437e+08 nChanged 86430
Entering Unmasked Mstep 
Mstep: Class 0 contains 2565 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 86403 members 
Mstep: Class 3 contains 18690 members 
Mstep: Class 4 contains 36952 members 
Mstep: Class 6 contains 83898 members 
Mstep: Class 7 contains 61590 members 
Mstep: Class 8 contains 85051 members 
Mstep: Class 9 contains 14379 members 
Mstep: Class 10 contains 105520 members 
Mstep: Class 11 contains 289984 members 
Mstep: Class 12 contains 219334 members 
Mstep: Class 13 contains 34485 members 
Mstep: Class 14 contains 95059 members 
Mstep: Class 15 contains 144962 members 
Mstep: Class 16 contains 139544 members 
Mstep: Class 17 contains 89073 members 
Mstep: Class 18 contains 224628 members 
Mstep: Class 19 contains 241399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225376992.000000 Penalty: 64795.992188
Iteration 14Q: 19 clusters Score -2.25377e+08 nChanged 79403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2565 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 84815 members 
Mstep: Class 3 contains 18453 members 
Mstep: Class 4 contains 38402 members 
Mstep: Class 6 contains 82738 members 
Mstep: Class 7 contains 61372 members 
Mstep: Class 8 contains 87978 members 
Mstep: Class 9 contains 15782 members 
Mstep: Class 10 contains 105537 members 
Mstep: Class 11 contains 282862 members 
Mstep: Class 12 contains 227544 members 
Mstep: Class 13 contains 35485 members 
Mstep: Class 14 contains 88237 members 
Mstep: Class 15 contains 153773 members 
Mstep: Class 16 contains 123684 members 
Mstep: Class 17 contains 86677 members 
Mstep: Class 18 contains 232379 members 
Mstep: Class 19 contains 247099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225407536.000000 Penalty: 64795.992188
Iteration 15Q: 19 clusters Score -2.254075e+08 nChanged 73220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2565 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 83712 members 
Mstep: Class 3 contains 18223 members 
Mstep: Class 4 contains 39738 members 
Mstep: Class 6 contains 82677 members 
Mstep: Class 7 contains 61072 members 
Mstep: Class 8 contains 90974 members 
Mstep: Class 9 contains 17055 members 
Mstep: Class 10 contains 105556 members 
Mstep: Class 11 contains 275666 members 
Mstep: Class 12 contains 234728 members 
Mstep: Class 13 contains 36282 members 
Mstep: Class 14 contains 81684 members 
Mstep: Class 15 contains 162887 members 
Mstep: Class 16 contains 110417 members 
Mstep: Class 17 contains 85045 members 
Mstep: Class 18 contains 236983 members 
Mstep: Class 19 contains 251383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225436608.000000 Penalty: 64795.992188
Iteration 16Q: 19 clusters Score -2.254366e+08 nChanged 67477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2565 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 83001 members 
Mstep: Class 3 contains 17917 members 
Mstep: Class 4 contains 40751 members 
Mstep: Class 6 contains 83462 members 
Mstep: Class 7 contains 60730 members 
Mstep: Class 8 contains 93983 members 
Mstep: Class 9 contains 18170 members 
Mstep: Class 10 contains 105601 members 
Mstep: Class 11 contains 268555 members 
Mstep: Class 12 contains 241179 members 
Mstep: Class 13 contains 36874 members 
Mstep: Class 14 contains 75622 members 
Mstep: Class 15 contains 171622 members 
Mstep: Class 16 contains 100341 members 
Mstep: Class 17 contains 83979 members 
Mstep: Class 18 contains 238729 members 
Mstep: Class 19 contains 254301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225462112.000000 Penalty: 64795.992188
Iteration 17Q: 19 clusters Score -2.254621e+08 nChanged 61899
Entering Unmasked Mstep 
Mstep: Class 0 contains 2565 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 82566 members 
Mstep: Class 3 contains 17589 members 
Mstep: Class 4 contains 41435 members 
Mstep: Class 6 contains 85345 members 
Mstep: Class 7 contains 60333 members 
Mstep: Class 8 contains 96860 members 
Mstep: Class 9 contains 19118 members 
Mstep: Class 10 contains 105712 members 
Mstep: Class 11 contains 261746 members 
Mstep: Class 12 contains 246658 members 
Mstep: Class 13 contains 37210 members 
Mstep: Class 14 contains 70030 members 
Mstep: Class 15 contains 178939 members 
Mstep: Class 16 contains 93550 members 
Mstep: Class 17 contains 83226 members 
Mstep: Class 18 contains 238724 members 
Mstep: Class 19 contains 256075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225484368.000000 Penalty: 64795.992188
Iteration 18Q: 19 clusters Score -2.254844e+08 nChanged 56037
Entering Unmasked Mstep 
Mstep: Class 0 contains 2566 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 82144 members 
Mstep: Class 3 contains 17283 members 
Mstep: Class 4 contains 42667 members 
Mstep: Class 6 contains 87822 members 
Mstep: Class 7 contains 59941 members 
Mstep: Class 8 contains 99576 members 
Mstep: Class 9 contains 19869 members 
Mstep: Class 10 contains 105782 members 
Mstep: Class 11 contains 254987 members 
Mstep: Class 12 contains 251110 members 
Mstep: Class 13 contains 37401 members 
Mstep: Class 14 contains 64781 members 
Mstep: Class 15 contains 184508 members 
Mstep: Class 16 contains 89118 members 
Mstep: Class 17 contains 82777 members 
Mstep: Class 18 contains 237935 members 
Mstep: Class 19 contains 257442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225498528.000000 Penalty: 64795.992188
Iteration 19Q: 19 clusters Score -2.254985e+08 nChanged 48526
Entering Unmasked Mstep 
Mstep: Class 0 contains 2567 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 81737 members 
Mstep: Class 3 contains 16942 members 
Mstep: Class 4 contains 44254 members 
Mstep: Class 6 contains 90781 members 
Mstep: Class 7 contains 59557 members 
Mstep: Class 8 contains 102146 members 
Mstep: Class 9 contains 20364 members 
Mstep: Class 10 contains 105843 members 
Mstep: Class 11 contains 247955 members 
Mstep: Class 12 contains 254484 members 
Mstep: Class 13 contains 37583 members 
Mstep: Class 14 contains 60211 members 
Mstep: Class 15 contains 188471 members 
Mstep: Class 16 contains 86051 members 
Mstep: Class 17 contains 82620 members 
Mstep: Class 18 contains 237255 members 
Mstep: Class 19 contains 258653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225509152.000000 Penalty: 64795.992188
Iteration 20F: 19 clusters Score -2.255092e+08 nChanged 41944
Entering Unmasked Mstep 
Mstep: Class 0 contains 2564 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 81330 members 
Mstep: Class 3 contains 16597 members 
Mstep: Class 4 contains 45884 members 
Mstep: Class 6 contains 94036 members 
Mstep: Class 7 contains 59119 members 
Mstep: Class 8 contains 104670 members 
Mstep: Class 9 contains 20771 members 
Mstep: Class 10 contains 105937 members 
Mstep: Class 11 contains 241132 members 
Mstep: Class 12 contains 257099 members 
Mstep: Class 13 contains 37851 members 
Mstep: Class 14 contains 56269 members 
Mstep: Class 15 contains 191348 members 
Mstep: Class 16 contains 83591 members 
Mstep: Class 17 contains 82558 members 
Mstep: Class 18 contains 236792 members 
Mstep: Class 19 contains 259413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225517152.000000 Penalty: 64795.992188
Iteration 21Q: 19 clusters Score -2.255172e+08 nChanged 36956
Entering Unmasked Mstep 
Mstep: Class 0 contains 2559 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 80908 members 
Mstep: Class 3 contains 16259 members 
Mstep: Class 4 contains 47420 members 
Mstep: Class 6 contains 97239 members 
Mstep: Class 7 contains 58620 members 
Mstep: Class 8 contains 107362 members 
Mstep: Class 9 contains 21096 members 
Mstep: Class 10 contains 106044 members 
Mstep: Class 11 contains 234903 members 
Mstep: Class 12 contains 259159 members 
Mstep: Class 13 contains 38140 members 
Mstep: Class 14 contains 52713 members 
Mstep: Class 15 contains 193279 members 
Mstep: Class 16 contains 81448 members 
Mstep: Class 17 contains 82673 members 
Mstep: Class 18 contains 236654 members 
Mstep: Class 19 contains 259708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225523184.000000 Penalty: 64795.992188
Iteration 22Q: 19 clusters Score -2.255232e+08 nChanged 32642
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 80428 members 
Mstep: Class 3 contains 15902 members 
Mstep: Class 4 contains 48695 members 
Mstep: Class 6 contains 100315 members 
Mstep: Class 7 contains 58109 members 
Mstep: Class 8 contains 110206 members 
Mstep: Class 9 contains 21333 members 
Mstep: Class 10 contains 106148 members 
Mstep: Class 11 contains 229448 members 
Mstep: Class 12 contains 260770 members 
Mstep: Class 13 contains 38415 members 
Mstep: Class 14 contains 49446 members 
Mstep: Class 15 contains 194616 members 
Mstep: Class 16 contains 79525 members 
Mstep: Class 17 contains 82922 members 
Mstep: Class 18 contains 236681 members 
Mstep: Class 19 contains 259755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225528912.000000 Penalty: 64795.992188
Iteration 23Q: 19 clusters Score -2.255289e+08 nChanged 29269
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 79961 members 
Mstep: Class 3 contains 15583 members 
Mstep: Class 4 contains 49745 members 
Mstep: Class 6 contains 103240 members 
Mstep: Class 7 contains 57533 members 
Mstep: Class 8 contains 113156 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 106268 members 
Mstep: Class 11 contains 224477 members 
Mstep: Class 12 contains 262118 members 
Mstep: Class 13 contains 38558 members 
Mstep: Class 14 contains 46449 members 
Mstep: Class 15 contains 195417 members 
Mstep: Class 16 contains 77881 members 
Mstep: Class 17 contains 83334 members 
Mstep: Class 18 contains 236851 members 
Mstep: Class 19 contains 259689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225536144.000000 Penalty: 64795.992188
Iteration 24Q: 19 clusters Score -2.255361e+08 nChanged 26821
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 79503 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 50697 members 
Mstep: Class 6 contains 105981 members 
Mstep: Class 7 contains 56883 members 
Mstep: Class 8 contains 116323 members 
Mstep: Class 9 contains 21662 members 
Mstep: Class 10 contains 106390 members 
Mstep: Class 11 contains 220230 members 
Mstep: Class 12 contains 263142 members 
Mstep: Class 13 contains 38674 members 
Mstep: Class 14 contains 43758 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 76220 members 
Mstep: Class 17 contains 83871 members 
Mstep: Class 18 contains 237151 members 
Mstep: Class 19 contains 259193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225542256.000000 Penalty: 64795.992188
Iteration 25Q: 19 clusters Score -2.255423e+08 nChanged 24896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 79067 members 
Mstep: Class 3 contains 14935 members 
Mstep: Class 4 contains 51509 members 
Mstep: Class 6 contains 108610 members 
Mstep: Class 7 contains 56131 members 
Mstep: Class 8 contains 119793 members 
Mstep: Class 9 contains 21740 members 
Mstep: Class 10 contains 106516 members 
Mstep: Class 11 contains 216516 members 
Mstep: Class 12 contains 263880 members 
Mstep: Class 13 contains 38842 members 
Mstep: Class 14 contains 41326 members 
Mstep: Class 15 contains 196002 members 
Mstep: Class 16 contains 74517 members 
Mstep: Class 17 contains 84493 members 
Mstep: Class 18 contains 237512 members 
Mstep: Class 19 contains 258456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225549440.000000 Penalty: 64795.992188
Iteration 26Q: 19 clusters Score -2.255494e+08 nChanged 23500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 78605 members 
Mstep: Class 3 contains 14629 members 
Mstep: Class 4 contains 52153 members 
Mstep: Class 6 contains 111116 members 
Mstep: Class 7 contains 55415 members 
Mstep: Class 8 contains 123517 members 
Mstep: Class 9 contains 21782 members 
Mstep: Class 10 contains 106582 members 
Mstep: Class 11 contains 213189 members 
Mstep: Class 12 contains 264402 members 
Mstep: Class 13 contains 38968 members 
Mstep: Class 14 contains 39259 members 
Mstep: Class 15 contains 196039 members 
Mstep: Class 16 contains 72722 members 
Mstep: Class 17 contains 85191 members 
Mstep: Class 18 contains 237957 members 
Mstep: Class 19 contains 257478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225555984.000000 Penalty: 64795.992188
Iteration 27Q: 19 clusters Score -2.25556e+08 nChanged 21894
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 78122 members 
Mstep: Class 3 contains 14284 members 
Mstep: Class 4 contains 52771 members 
Mstep: Class 6 contains 113510 members 
Mstep: Class 7 contains 54760 members 
Mstep: Class 8 contains 127377 members 
Mstep: Class 9 contains 21816 members 
Mstep: Class 10 contains 106633 members 
Mstep: Class 11 contains 210329 members 
Mstep: Class 12 contains 264819 members 
Mstep: Class 13 contains 39012 members 
Mstep: Class 14 contains 37456 members 
Mstep: Class 15 contains 196060 members 
Mstep: Class 16 contains 70895 members 
Mstep: Class 17 contains 85828 members 
Mstep: Class 18 contains 238380 members 
Mstep: Class 19 contains 256384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225563184.000000 Penalty: 64795.992188
Iteration 28Q: 19 clusters Score -2.255632e+08 nChanged 20795
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 77610 members 
Mstep: Class 3 contains 13890 members 
Mstep: Class 4 contains 53227 members 
Mstep: Class 6 contains 115772 members 
Mstep: Class 7 contains 54186 members 
Mstep: Class 8 contains 131555 members 
Mstep: Class 9 contains 21852 members 
Mstep: Class 10 contains 106711 members 
Mstep: Class 11 contains 207940 members 
Mstep: Class 12 contains 265023 members 
Mstep: Class 13 contains 38973 members 
Mstep: Class 14 contains 36066 members 
Mstep: Class 15 contains 195936 members 
Mstep: Class 16 contains 68987 members 
Mstep: Class 17 contains 86467 members 
Mstep: Class 18 contains 238898 members 
Mstep: Class 19 contains 254974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225567968.000000 Penalty: 64795.992188
Iteration 29Q: 19 clusters Score -2.25568e+08 nChanged 19822
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 77083 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 53620 members 
Mstep: Class 6 contains 117959 members 
Mstep: Class 7 contains 53589 members 
Mstep: Class 8 contains 135897 members 
Mstep: Class 9 contains 21956 members 
Mstep: Class 10 contains 106793 members 
Mstep: Class 11 contains 205989 members 
Mstep: Class 12 contains 265006 members 
Mstep: Class 13 contains 38882 members 
Mstep: Class 14 contains 34826 members 
Mstep: Class 15 contains 195688 members 
Mstep: Class 16 contains 67056 members 
Mstep: Class 17 contains 87032 members 
Mstep: Class 18 contains 239463 members 
Mstep: Class 19 contains 253514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225574048.000000 Penalty: 64795.992188
Iteration 30Q: 19 clusters Score -2.25574e+08 nChanged 19289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 76528 members 
Mstep: Class 3 contains 13074 members 
Mstep: Class 4 contains 53981 members 
Mstep: Class 6 contains 120131 members 
Mstep: Class 7 contains 52977 members 
Mstep: Class 8 contains 140451 members 
Mstep: Class 9 contains 22039 members 
Mstep: Class 10 contains 106869 members 
Mstep: Class 11 contains 204444 members 
Mstep: Class 12 contains 264808 members 
Mstep: Class 13 contains 38641 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 195272 members 
Mstep: Class 16 contains 65182 members 
Mstep: Class 17 contains 87552 members 
Mstep: Class 18 contains 240062 members 
Mstep: Class 19 contains 252051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225579824.000000 Penalty: 64795.992188
Iteration 31Q: 19 clusters Score -2.255798e+08 nChanged 18433
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 75990 members 
Mstep: Class 3 contains 12785 members 
Mstep: Class 4 contains 54287 members 
Mstep: Class 6 contains 122215 members 
Mstep: Class 7 contains 52313 members 
Mstep: Class 8 contains 145206 members 
Mstep: Class 9 contains 22113 members 
Mstep: Class 10 contains 106897 members 
Mstep: Class 11 contains 203019 members 
Mstep: Class 12 contains 264574 members 
Mstep: Class 13 contains 38307 members 
Mstep: Class 14 contains 32690 members 
Mstep: Class 15 contains 194778 members 
Mstep: Class 16 contains 63246 members 
Mstep: Class 17 contains 88048 members 
Mstep: Class 18 contains 240638 members 
Mstep: Class 19 contains 250667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225584768.000000 Penalty: 64795.992188
Iteration 32Q: 19 clusters Score -2.255848e+08 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 75430 members 
Mstep: Class 3 contains 12632 members 
Mstep: Class 4 contains 54581 members 
Mstep: Class 6 contains 124275 members 
Mstep: Class 7 contains 51543 members 
Mstep: Class 8 contains 150229 members 
Mstep: Class 9 contains 22154 members 
Mstep: Class 10 contains 106909 members 
Mstep: Class 11 contains 201823 members 
Mstep: Class 12 contains 264211 members 
Mstep: Class 13 contains 37864 members 
Mstep: Class 14 contains 31719 members 
Mstep: Class 15 contains 194234 members 
Mstep: Class 16 contains 61196 members 
Mstep: Class 17 contains 88495 members 
Mstep: Class 18 contains 241212 members 
Mstep: Class 19 contains 249292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225589280.000000 Penalty: 64795.992188
Iteration 33Q: 19 clusters Score -2.255893e+08 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 74905 members 
Mstep: Class 3 contains 12552 members 
Mstep: Class 4 contains 54825 members 
Mstep: Class 6 contains 126264 members 
Mstep: Class 7 contains 50583 members 
Mstep: Class 8 contains 155413 members 
Mstep: Class 9 contains 22237 members 
Mstep: Class 10 contains 106922 members 
Mstep: Class 11 contains 200921 members 
Mstep: Class 12 contains 263730 members 
Mstep: Class 13 contains 37274 members 
Mstep: Class 14 contains 30732 members 
Mstep: Class 15 contains 193705 members 
Mstep: Class 16 contains 59164 members 
Mstep: Class 17 contains 88983 members 
Mstep: Class 18 contains 241738 members 
Mstep: Class 19 contains 247875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225593680.000000 Penalty: 64795.992188
Iteration 34Q: 19 clusters Score -2.255937e+08 nChanged 17160
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 74371 members 
Mstep: Class 3 contains 12518 members 
Mstep: Class 4 contains 55017 members 
Mstep: Class 6 contains 128215 members 
Mstep: Class 7 contains 49371 members 
Mstep: Class 8 contains 160574 members 
Mstep: Class 9 contains 22351 members 
Mstep: Class 10 contains 106946 members 
Mstep: Class 11 contains 200398 members 
Mstep: Class 12 contains 263055 members 
Mstep: Class 13 contains 36660 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 193191 members 
Mstep: Class 16 contains 57132 members 
Mstep: Class 17 contains 89462 members 
Mstep: Class 18 contains 242142 members 
Mstep: Class 19 contains 246586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225598048.000000 Penalty: 64795.992188
Iteration 35Q: 19 clusters Score -2.25598e+08 nChanged 17183
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 73837 members 
Mstep: Class 3 contains 12506 members 
Mstep: Class 4 contains 55168 members 
Mstep: Class 6 contains 130190 members 
Mstep: Class 7 contains 47855 members 
Mstep: Class 8 contains 165771 members 
Mstep: Class 9 contains 22474 members 
Mstep: Class 10 contains 106942 members 
Mstep: Class 11 contains 200172 members 
Mstep: Class 12 contains 262191 members 
Mstep: Class 13 contains 35968 members 
Mstep: Class 14 contains 29198 members 
Mstep: Class 15 contains 192687 members 
Mstep: Class 16 contains 55188 members 
Mstep: Class 17 contains 89838 members 
Mstep: Class 18 contains 242515 members 
Mstep: Class 19 contains 245486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225602016.000000 Penalty: 64795.992188
Iteration 36Q: 19 clusters Score -2.25602e+08 nChanged 17504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 73327 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 55207 members 
Mstep: Class 6 contains 132164 members 
Mstep: Class 7 contains 46110 members 
Mstep: Class 8 contains 171182 members 
Mstep: Class 9 contains 22608 members 
Mstep: Class 10 contains 106933 members 
Mstep: Class 11 contains 199983 members 
Mstep: Class 12 contains 261258 members 
Mstep: Class 13 contains 35206 members 
Mstep: Class 14 contains 28621 members 
Mstep: Class 15 contains 192086 members 
Mstep: Class 16 contains 53282 members 
Mstep: Class 17 contains 90148 members 
Mstep: Class 18 contains 242901 members 
Mstep: Class 19 contains 244577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225606736.000000 Penalty: 64795.992188
Iteration 37Q: 19 clusters Score -2.256067e+08 nChanged 17579
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 72841 members 
Mstep: Class 3 contains 12496 members 
Mstep: Class 4 contains 55186 members 
Mstep: Class 6 contains 134143 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 176632 members 
Mstep: Class 9 contains 22752 members 
Mstep: Class 10 contains 106941 members 
Mstep: Class 11 contains 199700 members 
Mstep: Class 12 contains 260171 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 28123 members 
Mstep: Class 15 contains 191551 members 
Mstep: Class 16 contains 51447 members 
Mstep: Class 17 contains 90418 members 
Mstep: Class 18 contains 243195 members 
Mstep: Class 19 contains 243821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225612336.000000 Penalty: 64795.992188
Iteration 38Q: 19 clusters Score -2.256123e+08 nChanged 17136
Entering ConstructFrom: 
Score: -225612336.000000 Penalty: 64795.992188
Entering ConstructFrom: 
Trying to split cluster 1 (42274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Entering Unmasked Estep 
Score: -4739399.000000 Penalty: 2641.678223
	Iteration 0F: 2 clusters Score -4739399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4710697.000000 Penalty: 5283.356445
	Iteration 0F: 3 clusters Score -4710697 nChanged 19616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4721983.500000 Penalty: 5283.356445
	Iteration 1F: 3 clusters Score -4721984 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4722975.000000 Penalty: 5283.356445
	Iteration 2F: 3 clusters Score -4722975 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -4724006.500000 Penalty: 5283.356445
	Iteration 3F: 3 clusters Score -4724006 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4725382.500000 Penalty: 5283.356445
	Iteration 4F: 3 clusters Score -4725382 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4727390.000000 Penalty: 5283.356445
	Iteration 5F: 3 clusters Score -4727390 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4729779.500000 Penalty: 5283.356445
	Iteration 6F: 3 clusters Score -4729780 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4731985.500000 Penalty: 5283.356445
	Iteration 7F: 3 clusters Score -4731986 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -4733773.000000 Penalty: 5283.356445
	Iteration 8F: 3 clusters Score -4733773 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4735321.000000 Penalty: 5283.356445
	Iteration 9F: 3 clusters Score -4735321 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4736709.500000 Penalty: 5283.356445
	Iteration 10Q: 3 clusters Score -4736710 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4738037.500000 Penalty: 5283.356445
	Iteration 11Q: 3 clusters Score -4738038 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4739444.500000 Penalty: 5283.356445
	Iteration 12Q: 3 clusters Score -4739444 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -4740787.000000 Penalty: 5283.356445
	Iteration 13Q: 3 clusters Score -4740787 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4741997.500000 Penalty: 5283.356445
	Iteration 14Q: 3 clusters Score -4741998 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4742930.000000 Penalty: 5283.356445
	Iteration 15Q: 3 clusters Score -4742930 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4743574.500000 Penalty: 5283.356445
	Iteration 16Q: 3 clusters Score -4743574 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -4743985.500000 Penalty: 5283.356445
	Iteration 17Q: 3 clusters Score -4743986 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -4744203.500000 Penalty: 5283.356445
	Iteration 18Q: 3 clusters Score -4744204 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4744315.500000 Penalty: 5283.356445
	Iteration 19Q: 3 clusters Score -4744316 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -4744398.500000 Penalty: 5283.356445
	Iteration 20F: 3 clusters Score -4744398 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4744466.000000 Penalty: 5283.356445
	Iteration 21Q: 3 clusters Score -4744466 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4744486.500000 Penalty: 5283.356445
	Iteration 22Q: 3 clusters Score -4744486 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -4744515.500000 Penalty: 5283.356445
	Iteration 23Q: 3 clusters Score -4744516 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4744519.500000 Penalty: 5283.356445
	Iteration 24Q: 3 clusters Score -4744520 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4744556.000000 Penalty: 5283.356445
	Iteration 25Q: 3 clusters Score -4744556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -4744559.500000 Penalty: 5283.356445
	Iteration 26Q: 3 clusters Score -4744560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -4744563.500000 Penalty: 5283.356445
	Iteration 27Q: 3 clusters Score -4744564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -4744579.500000 Penalty: 5283.356445
	Iteration 28Q: 3 clusters Score -4744580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -4744584.500000 Penalty: 5283.356445
	Iteration 29Q: 3 clusters Score -4744584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4744586.000000 Penalty: 5283.356445
	Iteration 30Q: 3 clusters Score -4744586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -4744583.000000 Penalty: 5283.356445
	Iteration 31Q: 3 clusters Score -4744583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -4744573.000000 Penalty: 5283.356445
	Iteration 32Q: 3 clusters Score -4744573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -4744582.500000 Penalty: 5283.356445
	Iteration 33Q: 3 clusters Score -4744582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4744579.500000 Penalty: 5283.356445
	Iteration 34Q: 3 clusters Score -4744580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -4744582.500000 Penalty: 5283.356445
	Iteration 35Q: 3 clusters Score -4744582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4744576.500000 Penalty: 5283.356445
	Iteration 36Q: 3 clusters Score -4744576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4744578.000000 Penalty: 5283.356445
	Iteration 37Q: 3 clusters Score -4744578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4744577.500000 Penalty: 5283.356445
	Iteration 38Q: 3 clusters Score -4744578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4744577.500000 Penalty: 5283.356445
	Iteration 39F: 3 clusters Score -4744578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 12488 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 43053 members 
Mstep: Class 8 contains 181848 members 
Mstep: Class 9 contains 22895 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 199120 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 27645 members 
Mstep: Class 15 contains 191035 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Entering Unmasked Estep 
Score: -225619488.000000 Penalty: 68395.765625
Splitting cluster 1 changes total score from -225612336.000000 to -225619488.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (72390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Entering Unmasked Estep 
Score: -8365303.500000 Penalty: 2775.076172
	Iteration 0F: 2 clusters Score -8365304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -8316980.000000 Penalty: 5550.152344
	Iteration 0F: 3 clusters Score -8316980 nChanged 33898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8336385.500000 Penalty: 5550.152344
	Iteration 1F: 3 clusters Score -8336386 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -8337933.000000 Penalty: 5550.152344
	Iteration 2F: 3 clusters Score -8337933 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -8340566.000000 Penalty: 5550.152344
	Iteration 3F: 3 clusters Score -8340566 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -8344621.000000 Penalty: 5550.152344
	Iteration 4F: 3 clusters Score -8344621 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55167 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -8349728.000000 Penalty: 5550.152344
	Iteration 5F: 3 clusters Score -8349728 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -8354795.000000 Penalty: 5550.152344
	Iteration 6F: 3 clusters Score -8354795 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -8358684.000000 Penalty: 5550.152344
	Iteration 7F: 3 clusters Score -8358684 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8361105.500000 Penalty: 5550.152344
	Iteration 8Q: 3 clusters Score -8361106 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8362535.500000 Penalty: 5550.152344
	Iteration 9Q: 3 clusters Score -8362536 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8363299.500000 Penalty: 5550.152344
	Iteration 10Q: 3 clusters Score -8363300 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8363676.000000 Penalty: 5550.152344
	Iteration 11Q: 3 clusters Score -8363676 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8363922.500000 Penalty: 5550.152344
	Iteration 12Q: 3 clusters Score -8363922 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8364035.500000 Penalty: 5550.152344
	Iteration 13Q: 3 clusters Score -8364036 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8364087.000000 Penalty: 5550.152344
	Iteration 14Q: 3 clusters Score -8364087 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8364143.500000 Penalty: 5550.152344
	Iteration 15Q: 3 clusters Score -8364144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70483 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8364165.500000 Penalty: 5550.152344
	Iteration 16Q: 3 clusters Score -8364166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8364214.000000 Penalty: 5550.152344
	Iteration 17Q: 3 clusters Score -8364214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8364236.000000 Penalty: 5550.152344
	Iteration 18Q: 3 clusters Score -8364236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8364240.500000 Penalty: 5550.152344
	Iteration 19Q: 3 clusters Score -8364240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70642 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8364240.500000 Penalty: 5550.152344
	Iteration 20F: 3 clusters Score -8364240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8364244.000000 Penalty: 5550.152344
	Iteration 21Q: 3 clusters Score -8364244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8364258.500000 Penalty: 5550.152344
	Iteration 22Q: 3 clusters Score -8364258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8364269.500000 Penalty: 5550.152344
	Iteration 23Q: 3 clusters Score -8364270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8364257.000000 Penalty: 5550.152344
	Iteration 24Q: 3 clusters Score -8364257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70703 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8364258.000000 Penalty: 5550.152344
	Iteration 25Q: 3 clusters Score -8364258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8364255.500000 Penalty: 5550.152344
	Iteration 26Q: 3 clusters Score -8364256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8364250.000000 Penalty: 5550.152344
	Iteration 27Q: 3 clusters Score -8364250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8364248.000000 Penalty: 5550.152344
	Iteration 28Q: 3 clusters Score -8364248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8364244.000000 Penalty: 5550.152344
	Iteration 29Q: 3 clusters Score -8364244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8364251.500000 Penalty: 5550.152344
	Iteration 30Q: 3 clusters Score -8364252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8364257.000000 Penalty: 5550.152344
	Iteration 31Q: 3 clusters Score -8364257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8364259.500000 Penalty: 5550.152344
	Iteration 32Q: 3 clusters Score -8364260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8364263.500000 Penalty: 5550.152344
	Iteration 33Q: 3 clusters Score -8364264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8364263.000000 Penalty: 5550.152344
	Iteration 34Q: 3 clusters Score -8364263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8364259.000000 Penalty: 5550.152344
	Iteration 35Q: 3 clusters Score -8364259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8364259.000000 Penalty: 5550.152344
	Iteration 36Q: 3 clusters Score -8364259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8364265.000000 Penalty: 5550.152344
	Iteration 37Q: 3 clusters Score -8364265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8364269.000000 Penalty: 5550.152344
	Iteration 38Q: 3 clusters Score -8364269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8364262.500000 Penalty: 5550.152344
	Iteration 39Q: 3 clusters Score -8364262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8364264.000000 Penalty: 5550.152344
	Iteration 40F: 3 clusters Score -8364264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8364262.000000 Penalty: 5550.152344
	Iteration 41Q: 3 clusters Score -8364262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8364259.500000 Penalty: 5550.152344
	Iteration 42Q: 3 clusters Score -8364260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70733 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8364268.000000 Penalty: 5550.152344
	Iteration 43Q: 3 clusters Score -8364268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8364275.000000 Penalty: 5550.152344
	Iteration 44Q: 3 clusters Score -8364275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70742 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8364271.000000 Penalty: 5550.152344
	Iteration 45Q: 3 clusters Score -8364271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8364279.500000 Penalty: 5550.152344
	Iteration 46Q: 3 clusters Score -8364280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8364278.000000 Penalty: 5550.152344
	Iteration 47Q: 3 clusters Score -8364278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8364282.500000 Penalty: 5550.152344
	Iteration 48Q: 3 clusters Score -8364282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8364281.500000 Penalty: 5550.152344
	Iteration 49Q: 3 clusters Score -8364282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8364281.500000 Penalty: 5550.152344
	Iteration 50F: 3 clusters Score -8364282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Entering Unmasked Estep 
Score: -1354286.375000 Penalty: 2339.265869
	Iteration 0F: 2 clusters Score -1354286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1344979.375000 Penalty: 4678.531738
	Iteration 0F: 3 clusters Score -1344979 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1348899.625000 Penalty: 4678.531738
	Iteration 1F: 3 clusters Score -1348900 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1352926.500000 Penalty: 4678.531738
	Iteration 2F: 3 clusters Score -1352926 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1356965.250000 Penalty: 4678.531738
	Iteration 3F: 3 clusters Score -1356965 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1358493.875000 Penalty: 4678.531738
	Iteration 4F: 3 clusters Score -1358494 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1359217.750000 Penalty: 4678.531738
	Iteration 5Q: 3 clusters Score -1359218 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1359672.375000 Penalty: 4678.531738
	Iteration 6Q: 3 clusters Score -1359672 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1359904.375000 Penalty: 4678.531738
	Iteration 7Q: 3 clusters Score -1359904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1360018.750000 Penalty: 4678.531738
	Iteration 8Q: 3 clusters Score -1360019 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1360113.125000 Penalty: 4678.531738
	Iteration 9Q: 3 clusters Score -1360113 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1360161.875000 Penalty: 4678.531738
	Iteration 10Q: 3 clusters Score -1360162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1360202.875000 Penalty: 4678.531738
	Iteration 11Q: 3 clusters Score -1360203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1360224.875000 Penalty: 4678.531738
	Iteration 12Q: 3 clusters Score -1360225 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1360238.750000 Penalty: 4678.531738
	Iteration 13Q: 3 clusters Score -1360239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1360245.625000 Penalty: 4678.531738
	Iteration 14Q: 3 clusters Score -1360246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1360253.500000 Penalty: 4678.531738
	Iteration 15Q: 3 clusters Score -1360254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1360260.625000 Penalty: 4678.531738
	Iteration 16Q: 3 clusters Score -1360261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1360268.125000 Penalty: 4678.531738
	Iteration 17Q: 3 clusters Score -1360268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1360265.750000 Penalty: 4678.531738
	Iteration 18Q: 3 clusters Score -1360266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1360276.500000 Penalty: 4678.531738
	Iteration 19Q: 3 clusters Score -1360276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1360280.250000 Penalty: 4678.531738
	Iteration 20F: 3 clusters Score -1360280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1360282.625000 Penalty: 4678.531738
	Iteration 21Q: 3 clusters Score -1360283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1360280.750000 Penalty: 4678.531738
	Iteration 22Q: 3 clusters Score -1360281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1360281.625000 Penalty: 4678.531738
	Iteration 23Q: 3 clusters Score -1360282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1360283.750000 Penalty: 4678.531738
	Iteration 24Q: 3 clusters Score -1360284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1360283.500000 Penalty: 4678.531738
	Iteration 25Q: 3 clusters Score -1360284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1360283.750000 Penalty: 4678.531738
	Iteration 26Q: 3 clusters Score -1360284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1360282.000000 Penalty: 4678.531738
	Iteration 27Q: 3 clusters Score -1360282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1360282.875000 Penalty: 4678.531738
	Iteration 28Q: 3 clusters Score -1360283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1360282.875000 Penalty: 4678.531738
	Iteration 29F: 3 clusters Score -1360283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 43053 members 
Mstep: Class 8 contains 181848 members 
Mstep: Class 9 contains 22895 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 199120 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 27645 members 
Mstep: Class 15 contains 191035 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Entering Unmasked Estep 
Score: -225625488.000000 Penalty: 71995.546875
Splitting cluster 3 changes total score from -225612336.000000 to -225625488.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (55156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Entering Unmasked Estep 
Score: -6360913.000000 Penalty: 2707.644531
	Iteration 0F: 2 clusters Score -6360913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -6323709.500000 Penalty: 5415.289062
	Iteration 0F: 3 clusters Score -6323710 nChanged 25557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6338027.500000 Penalty: 5415.289062
	Iteration 1F: 3 clusters Score -6338028 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -6338710.500000 Penalty: 5415.289062
	Iteration 2Q: 3 clusters Score -6338710 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6339446.500000 Penalty: 5415.289062
	Iteration 3Q: 3 clusters Score -6339446 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6340169.500000 Penalty: 5415.289062
	Iteration 4Q: 3 clusters Score -6340170 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6340961.500000 Penalty: 5415.289062
	Iteration 5Q: 3 clusters Score -6340962 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6341791.500000 Penalty: 5415.289062
	Iteration 6Q: 3 clusters Score -6341792 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -6342710.000000 Penalty: 5415.289062
	Iteration 7Q: 3 clusters Score -6342710 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6343743.500000 Penalty: 5415.289062
	Iteration 8Q: 3 clusters Score -6343744 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -6345124.000000 Penalty: 5415.289062
	Iteration 9Q: 3 clusters Score -6345124 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -6346698.000000 Penalty: 5415.289062
	Iteration 10Q: 3 clusters Score -6346698 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -6348334.000000 Penalty: 5415.289062
	Iteration 11Q: 3 clusters Score -6348334 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -6349660.000000 Penalty: 5415.289062
	Iteration 12Q: 3 clusters Score -6349660 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -6350537.000000 Penalty: 5415.289062
	Iteration 13Q: 3 clusters Score -6350537 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -6351023.000000 Penalty: 5415.289062
	Iteration 14Q: 3 clusters Score -6351023 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -6351392.500000 Penalty: 5415.289062
	Iteration 15Q: 3 clusters Score -6351392 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -6351630.000000 Penalty: 5415.289062
	Iteration 16Q: 3 clusters Score -6351630 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -6351890.000000 Penalty: 5415.289062
	Iteration 17Q: 3 clusters Score -6351890 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -6352162.000000 Penalty: 5415.289062
	Iteration 18Q: 3 clusters Score -6352162 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -6352423.500000 Penalty: 5415.289062
	Iteration 19Q: 3 clusters Score -6352424 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -6352728.000000 Penalty: 5415.289062
	Iteration 20F: 3 clusters Score -6352728 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -6352989.500000 Penalty: 5415.289062
	Iteration 21Q: 3 clusters Score -6352990 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -6353283.000000 Penalty: 5415.289062
	Iteration 22Q: 3 clusters Score -6353283 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -6353607.500000 Penalty: 5415.289062
	Iteration 23Q: 3 clusters Score -6353608 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -6353889.500000 Penalty: 5415.289062
	Iteration 24Q: 3 clusters Score -6353890 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -6354220.500000 Penalty: 5415.289062
	Iteration 25Q: 3 clusters Score -6354220 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -6354568.000000 Penalty: 5415.289062
	Iteration 26Q: 3 clusters Score -6354568 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -6354914.500000 Penalty: 5415.289062
	Iteration 27Q: 3 clusters Score -6354914 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -6355184.000000 Penalty: 5415.289062
	Iteration 28Q: 3 clusters Score -6355184 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -6355470.000000 Penalty: 5415.289062
	Iteration 29Q: 3 clusters Score -6355470 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -6355714.500000 Penalty: 5415.289062
	Iteration 30Q: 3 clusters Score -6355714 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -6356023.500000 Penalty: 5415.289062
	Iteration 31Q: 3 clusters Score -6356024 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -6356251.000000 Penalty: 5415.289062
	Iteration 32Q: 3 clusters Score -6356251 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -6356504.000000 Penalty: 5415.289062
	Iteration 33Q: 3 clusters Score -6356504 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50453 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6356731.500000 Penalty: 5415.289062
	Iteration 34Q: 3 clusters Score -6356732 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -6356887.500000 Penalty: 5415.289062
	Iteration 35Q: 3 clusters Score -6356888 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6357102.000000 Penalty: 5415.289062
	Iteration 36Q: 3 clusters Score -6357102 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6357278.000000 Penalty: 5415.289062
	Iteration 37Q: 3 clusters Score -6357278 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6357445.500000 Penalty: 5415.289062
	Iteration 38Q: 3 clusters Score -6357446 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6357577.500000 Penalty: 5415.289062
	Iteration 39Q: 3 clusters Score -6357578 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6357716.500000 Penalty: 5415.289062
	Iteration 40F: 3 clusters Score -6357716 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6357847.000000 Penalty: 5415.289062
	Iteration 41Q: 3 clusters Score -6357847 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6357917.500000 Penalty: 5415.289062
	Iteration 42Q: 3 clusters Score -6357918 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6357996.500000 Penalty: 5415.289062
	Iteration 43Q: 3 clusters Score -6357996 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6358059.000000 Penalty: 5415.289062
	Iteration 44Q: 3 clusters Score -6358059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6358087.000000 Penalty: 5415.289062
	Iteration 45Q: 3 clusters Score -6358087 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6358135.000000 Penalty: 5415.289062
	Iteration 46Q: 3 clusters Score -6358135 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -6358165.000000 Penalty: 5415.289062
	Iteration 47Q: 3 clusters Score -6358165 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6358225.000000 Penalty: 5415.289062
	Iteration 48Q: 3 clusters Score -6358225 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6358264.500000 Penalty: 5415.289062
	Iteration 49Q: 3 clusters Score -6358264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -6358301.000000 Penalty: 5415.289062
	Iteration 50Q: 3 clusters Score -6358301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6358319.000000 Penalty: 5415.289062
	Iteration 51Q: 3 clusters Score -6358319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6358343.000000 Penalty: 5415.289062
	Iteration 52Q: 3 clusters Score -6358343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6358363.000000 Penalty: 5415.289062
	Iteration 53Q: 3 clusters Score -6358363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6358380.500000 Penalty: 5415.289062
	Iteration 54Q: 3 clusters Score -6358380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6358399.500000 Penalty: 5415.289062
	Iteration 55Q: 3 clusters Score -6358400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6358423.000000 Penalty: 5415.289062
	Iteration 56Q: 3 clusters Score -6358423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6358441.500000 Penalty: 5415.289062
	Iteration 57Q: 3 clusters Score -6358442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6358457.000000 Penalty: 5415.289062
	Iteration 58Q: 3 clusters Score -6358457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -6358458.500000 Penalty: 5415.289062
	Iteration 59Q: 3 clusters Score -6358458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6358471.000000 Penalty: 5415.289062
	Iteration 60F: 3 clusters Score -6358471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6358480.500000 Penalty: 5415.289062
	Iteration 61Q: 3 clusters Score -6358480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6358480.000000 Penalty: 5415.289062
	Iteration 62Q: 3 clusters Score -6358480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6358482.500000 Penalty: 5415.289062
	Iteration 63Q: 3 clusters Score -6358482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6358499.500000 Penalty: 5415.289062
	Iteration 64Q: 3 clusters Score -6358500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6358512.500000 Penalty: 5415.289062
	Iteration 65Q: 3 clusters Score -6358512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6358509.000000 Penalty: 5415.289062
	Iteration 66Q: 3 clusters Score -6358509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6358517.500000 Penalty: 5415.289062
	Iteration 67Q: 3 clusters Score -6358518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6358526.000000 Penalty: 5415.289062
	Iteration 68Q: 3 clusters Score -6358526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6358526.000000 Penalty: 5415.289062
	Iteration 69Q: 3 clusters Score -6358526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6358528.000000 Penalty: 5415.289062
	Iteration 70Q: 3 clusters Score -6358528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6358540.500000 Penalty: 5415.289062
	Iteration 71Q: 3 clusters Score -6358540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6358561.000000 Penalty: 5415.289062
	Iteration 72Q: 3 clusters Score -6358561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6358557.000000 Penalty: 5415.289062
	Iteration 73Q: 3 clusters Score -6358557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6358556.000000 Penalty: 5415.289062
	Iteration 74Q: 3 clusters Score -6358556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6358559.000000 Penalty: 5415.289062
	Iteration 75Q: 3 clusters Score -6358559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6358563.500000 Penalty: 5415.289062
	Iteration 76Q: 3 clusters Score -6358564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6358564.000000 Penalty: 5415.289062
	Iteration 77Q: 3 clusters Score -6358564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6358574.000000 Penalty: 5415.289062
	Iteration 78Q: 3 clusters Score -6358574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6358577.500000 Penalty: 5415.289062
	Iteration 79Q: 3 clusters Score -6358578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6358586.500000 Penalty: 5415.289062
	Iteration 80F: 3 clusters Score -6358586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6358587.500000 Penalty: 5415.289062
	Iteration 81Q: 3 clusters Score -6358588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6358589.500000 Penalty: 5415.289062
	Iteration 82Q: 3 clusters Score -6358590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6358594.000000 Penalty: 5415.289062
	Iteration 83Q: 3 clusters Score -6358594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6358595.000000 Penalty: 5415.289062
	Iteration 84Q: 3 clusters Score -6358595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6358604.500000 Penalty: 5415.289062
	Iteration 85Q: 3 clusters Score -6358604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6358598.000000 Penalty: 5415.289062
	Iteration 86Q: 3 clusters Score -6358598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6358597.500000 Penalty: 5415.289062
	Iteration 87Q: 3 clusters Score -6358598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6358597.000000 Penalty: 5415.289062
	Iteration 88Q: 3 clusters Score -6358597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6358597.000000 Penalty: 5415.289062
	Iteration 89F: 3 clusters Score -6358597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (136119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136119 members 
Entering Unmasked Estep 
Score: -16313368.000000 Penalty: 2931.678711
	Iteration 0F: 2 clusters Score -1.631337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -16222168.000000 Penalty: 5863.357422
	Iteration 0F: 3 clusters Score -1.622217e+07 nChanged 64999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -16260308.000000 Penalty: 5863.357422
	Iteration 1F: 3 clusters Score -1.626031e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -16261615.000000 Penalty: 5863.357422
	Iteration 2Q: 3 clusters Score -1.626162e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -16263248.000000 Penalty: 5863.357422
	Iteration 3Q: 3 clusters Score -1.626325e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 58901 members 
Entering Unmasked Estep 
Score: -16265669.000000 Penalty: 5863.357422
	Iteration 4Q: 3 clusters Score -1.626567e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -16268993.000000 Penalty: 5863.357422
	Iteration 5F: 3 clusters Score -1.626899e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -16273597.000000 Penalty: 5863.357422
	Iteration 6F: 3 clusters Score -1.62736e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -16279130.000000 Penalty: 5863.357422
	Iteration 7F: 3 clusters Score -1.627913e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -16285134.000000 Penalty: 5863.357422
	Iteration 8F: 3 clusters Score -1.628513e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -16291008.000000 Penalty: 5863.357422
	Iteration 9F: 3 clusters Score -1.629101e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -16296040.000000 Penalty: 5863.357422
	Iteration 10Q: 3 clusters Score -1.629604e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120265 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -16300272.000000 Penalty: 5863.357422
	Iteration 11Q: 3 clusters Score -1.630027e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -16303394.000000 Penalty: 5863.357422
	Iteration 12Q: 3 clusters Score -1.630339e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128066 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -16305826.000000 Penalty: 5863.357422
	Iteration 13Q: 3 clusters Score -1.630583e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -16307663.000000 Penalty: 5863.357422
	Iteration 14Q: 3 clusters Score -1.630766e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -16308832.000000 Penalty: 5863.357422
	Iteration 15Q: 3 clusters Score -1.630883e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133527 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -16309552.000000 Penalty: 5863.357422
	Iteration 16Q: 3 clusters Score -1.630955e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134250 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -16310053.000000 Penalty: 5863.357422
	Iteration 17Q: 3 clusters Score -1.631005e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134709 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16310339.000000 Penalty: 5863.357422
	Iteration 18Q: 3 clusters Score -1.631034e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134980 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -16310548.000000 Penalty: 5863.357422
	Iteration 19Q: 3 clusters Score -1.631055e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135151 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16310666.000000 Penalty: 5863.357422
	Iteration 20F: 3 clusters Score -1.631067e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135270 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16310770.000000 Penalty: 5863.357422
	Iteration 21Q: 3 clusters Score -1.631077e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135344 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -16310812.000000 Penalty: 5863.357422
	Iteration 22Q: 3 clusters Score -1.631081e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135395 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -16310841.000000 Penalty: 5863.357422
	Iteration 23Q: 3 clusters Score -1.631084e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -16310875.000000 Penalty: 5863.357422
	Iteration 24Q: 3 clusters Score -1.631088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135475 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -16310907.000000 Penalty: 5863.357422
	Iteration 25Q: 3 clusters Score -1.631091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135488 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -16310928.000000 Penalty: 5863.357422
	Iteration 26Q: 3 clusters Score -1.631093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135495 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -16310930.000000 Penalty: 5863.357422
	Iteration 27Q: 3 clusters Score -1.631093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135510 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -16310953.000000 Penalty: 5863.357422
	Iteration 28Q: 3 clusters Score -1.631095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135515 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -16310953.000000 Penalty: 5863.357422
	Iteration 29Q: 3 clusters Score -1.631095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135533 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -16310958.000000 Penalty: 5863.357422
	Iteration 30Q: 3 clusters Score -1.631096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135545 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -16310980.000000 Penalty: 5863.357422
	Iteration 31Q: 3 clusters Score -1.631098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135551 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -16310980.000000 Penalty: 5863.357422
	Iteration 32Q: 3 clusters Score -1.631098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -16311002.000000 Penalty: 5863.357422
	Iteration 33Q: 3 clusters Score -1.6311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16311004.000000 Penalty: 5863.357422
	Iteration 34Q: 3 clusters Score -1.6311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16311004.000000 Penalty: 5863.357422
	Iteration 35Q: 3 clusters Score -1.6311e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -16311000.000000 Penalty: 5863.357422
	Iteration 36Q: 3 clusters Score -1.6311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16310989.000000 Penalty: 5863.357422
	Iteration 37Q: 3 clusters Score -1.631099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135562 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -16310999.000000 Penalty: 5863.357422
	Iteration 38Q: 3 clusters Score -1.6311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135564 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -16310996.000000 Penalty: 5863.357422
	Iteration 39Q: 3 clusters Score -1.6311e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135569 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -16311001.000000 Penalty: 5863.357422
	Iteration 40F: 3 clusters Score -1.6311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135575 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -16310999.000000 Penalty: 5863.357422
	Iteration 41Q: 3 clusters Score -1.6311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16311008.000000 Penalty: 5863.357422
	Iteration 42Q: 3 clusters Score -1.631101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135589 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -16310994.000000 Penalty: 5863.357422
	Iteration 43Q: 3 clusters Score -1.631099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135595 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -16311003.000000 Penalty: 5863.357422
	Iteration 44Q: 3 clusters Score -1.6311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16311005.000000 Penalty: 5863.357422
	Iteration 45Q: 3 clusters Score -1.6311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135594 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -16311015.000000 Penalty: 5863.357422
	Iteration 46Q: 3 clusters Score -1.631102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16311011.000000 Penalty: 5863.357422
	Iteration 47Q: 3 clusters Score -1.631101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -16311011.000000 Penalty: 5863.357422
	Iteration 48F: 3 clusters Score -1.631101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Entering Unmasked Estep 
Score: -4984788.000000 Penalty: 2646.206299
	Iteration 0F: 2 clusters Score -4984788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4955506.500000 Penalty: 5292.412598
	Iteration 0F: 3 clusters Score -4955506 nChanged 20020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4966644.500000 Penalty: 5292.412598
	Iteration 1F: 3 clusters Score -4966644 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4967653.500000 Penalty: 5292.412598
	Iteration 2F: 3 clusters Score -4967654 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -4968981.500000 Penalty: 5292.412598
	Iteration 3F: 3 clusters Score -4968982 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4970926.500000 Penalty: 5292.412598
	Iteration 4F: 3 clusters Score -4970926 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -4973398.000000 Penalty: 5292.412598
	Iteration 5F: 3 clusters Score -4973398 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4976432.000000 Penalty: 5292.412598
	Iteration 6F: 3 clusters Score -4976432 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -4979268.000000 Penalty: 5292.412598
	Iteration 7F: 3 clusters Score -4979268 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4981187.500000 Penalty: 5292.412598
	Iteration 8F: 3 clusters Score -4981188 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -4982279.000000 Penalty: 5292.412598
	Iteration 9Q: 3 clusters Score -4982279 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4982991.000000 Penalty: 5292.412598
	Iteration 10Q: 3 clusters Score -4982991 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4983434.500000 Penalty: 5292.412598
	Iteration 11Q: 3 clusters Score -4983434 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4983673.000000 Penalty: 5292.412598
	Iteration 12Q: 3 clusters Score -4983673 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4983841.000000 Penalty: 5292.412598
	Iteration 13Q: 3 clusters Score -4983841 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4984008.000000 Penalty: 5292.412598
	Iteration 14Q: 3 clusters Score -4984008 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -4984180.500000 Penalty: 5292.412598
	Iteration 15Q: 3 clusters Score -4984180 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4984335.000000 Penalty: 5292.412598
	Iteration 16Q: 3 clusters Score -4984335 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4984509.000000 Penalty: 5292.412598
	Iteration 17Q: 3 clusters Score -4984509 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4984654.500000 Penalty: 5292.412598
	Iteration 18Q: 3 clusters Score -4984654 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4984808.500000 Penalty: 5292.412598
	Iteration 19Q: 3 clusters Score -4984808 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4984948.500000 Penalty: 5292.412598
	Iteration 20F: 3 clusters Score -4984948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4985035.000000 Penalty: 5292.412598
	Iteration 21Q: 3 clusters Score -4985035 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4985089.000000 Penalty: 5292.412598
	Iteration 22Q: 3 clusters Score -4985089 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4985110.000000 Penalty: 5292.412598
	Iteration 23Q: 3 clusters Score -4985110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4985129.500000 Penalty: 5292.412598
	Iteration 24Q: 3 clusters Score -4985130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4985145.000000 Penalty: 5292.412598
	Iteration 25Q: 3 clusters Score -4985145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4985143.000000 Penalty: 5292.412598
	Iteration 26Q: 3 clusters Score -4985143 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4985158.500000 Penalty: 5292.412598
	Iteration 27Q: 3 clusters Score -4985158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4985175.000000 Penalty: 5292.412598
	Iteration 28Q: 3 clusters Score -4985175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4985179.500000 Penalty: 5292.412598
	Iteration 29Q: 3 clusters Score -4985180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4985181.000000 Penalty: 5292.412598
	Iteration 30Q: 3 clusters Score -4985181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4985187.500000 Penalty: 5292.412598
	Iteration 31Q: 3 clusters Score -4985188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4985187.000000 Penalty: 5292.412598
	Iteration 32Q: 3 clusters Score -4985187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4985187.000000 Penalty: 5292.412598
	Iteration 33Q: 3 clusters Score -4985187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4985185.500000 Penalty: 5292.412598
	Iteration 34Q: 3 clusters Score -4985186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4985193.500000 Penalty: 5292.412598
	Iteration 35Q: 3 clusters Score -4985194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4985196.500000 Penalty: 5292.412598
	Iteration 36Q: 3 clusters Score -4985196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4985198.000000 Penalty: 5292.412598
	Iteration 37Q: 3 clusters Score -4985198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4985201.500000 Penalty: 5292.412598
	Iteration 38Q: 3 clusters Score -4985202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4985203.000000 Penalty: 5292.412598
	Iteration 39Q: 3 clusters Score -4985203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4985212.000000 Penalty: 5292.412598
	Iteration 40F: 3 clusters Score -4985212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4985208.500000 Penalty: 5292.412598
	Iteration 41Q: 3 clusters Score -4985208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4985215.500000 Penalty: 5292.412598
	Iteration 42Q: 3 clusters Score -4985216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4985218.000000 Penalty: 5292.412598
	Iteration 43Q: 3 clusters Score -4985218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4985214.500000 Penalty: 5292.412598
	Iteration 44Q: 3 clusters Score -4985214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4985216.000000 Penalty: 5292.412598
	Iteration 45Q: 3 clusters Score -4985216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4985217.000000 Penalty: 5292.412598
	Iteration 46Q: 3 clusters Score -4985217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4985217.000000 Penalty: 5292.412598
	Iteration 47F: 3 clusters Score -4985217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 181848 members 
Mstep: Class 9 contains 22895 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 199120 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 27645 members 
Mstep: Class 15 contains 191035 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Entering Unmasked Estep 
Score: -225628496.000000 Penalty: 75595.320312
Splitting cluster 7 changes total score from -225612336.000000 to -225628496.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (181848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181848 members 
Entering Unmasked Estep 
Score: -21152096.000000 Penalty: 3003.509766
	Iteration 0F: 2 clusters Score -2.11521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 91134 members 
Entering Unmasked Estep 
Score: -21031622.000000 Penalty: 6007.019531
	Iteration 0F: 3 clusters Score -2.103162e+07 nChanged 87519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 95369 members 
Entering Unmasked Estep 
Score: -21083996.000000 Penalty: 6007.019531
	Iteration 1F: 3 clusters Score -2.1084e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 98132 members 
Entering Unmasked Estep 
Score: -21087508.000000 Penalty: 6007.019531
	Iteration 2Q: 3 clusters Score -2.108751e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 102671 members 
Entering Unmasked Estep 
Score: -21092530.000000 Penalty: 6007.019531
	Iteration 3F: 3 clusters Score -2.109253e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -21100290.000000 Penalty: 6007.019531
	Iteration 4F: 3 clusters Score -2.110029e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62132 members 
Mstep: Class 2 contains 119716 members 
Entering Unmasked Estep 
Score: -21111412.000000 Penalty: 6007.019531
	Iteration 5F: 3 clusters Score -2.111141e+07 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 131636 members 
Entering Unmasked Estep 
Score: -21125000.000000 Penalty: 6007.019531
	Iteration 6F: 3 clusters Score -2.1125e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 142696 members 
Entering Unmasked Estep 
Score: -21137406.000000 Penalty: 6007.019531
	Iteration 7F: 3 clusters Score -2.113741e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -21145828.000000 Penalty: 6007.019531
	Iteration 8F: 3 clusters Score -2.114583e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -21150444.000000 Penalty: 6007.019531
	Iteration 9Q: 3 clusters Score -2.115044e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -21152880.000000 Penalty: 6007.019531
	Iteration 10Q: 3 clusters Score -2.115288e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 161528 members 
Entering Unmasked Estep 
Score: -21154154.000000 Penalty: 6007.019531
	Iteration 11Q: 3 clusters Score -2.115415e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -21154766.000000 Penalty: 6007.019531
	Iteration 12Q: 3 clusters Score -2.115477e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 164837 members 
Entering Unmasked Estep 
Score: -21155130.000000 Penalty: 6007.019531
	Iteration 13Q: 3 clusters Score -2.115513e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -21155334.000000 Penalty: 6007.019531
	Iteration 14Q: 3 clusters Score -2.115533e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 166914 members 
Entering Unmasked Estep 
Score: -21155492.000000 Penalty: 6007.019531
	Iteration 15Q: 3 clusters Score -2.115549e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 167691 members 
Entering Unmasked Estep 
Score: -21155644.000000 Penalty: 6007.019531
	Iteration 16Q: 3 clusters Score -2.115564e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -21155590.000000 Penalty: 6007.019531
	Iteration 17Q: 3 clusters Score -2.115559e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -21155684.000000 Penalty: 6007.019531
	Iteration 18Q: 3 clusters Score -2.115568e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 169351 members 
Entering Unmasked Estep 
Score: -21155696.000000 Penalty: 6007.019531
	Iteration 19Q: 3 clusters Score -2.11557e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 169719 members 
Entering Unmasked Estep 
Score: -21155728.000000 Penalty: 6007.019531
	Iteration 20F: 3 clusters Score -2.115573e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 170056 members 
Entering Unmasked Estep 
Score: -21155748.000000 Penalty: 6007.019531
	Iteration 21Q: 3 clusters Score -2.115575e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 170305 members 
Entering Unmasked Estep 
Score: -21155824.000000 Penalty: 6007.019531
	Iteration 22Q: 3 clusters Score -2.115582e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -21155834.000000 Penalty: 6007.019531
	Iteration 23Q: 3 clusters Score -2.115583e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 170682 members 
Entering Unmasked Estep 
Score: -21155866.000000 Penalty: 6007.019531
	Iteration 24Q: 3 clusters Score -2.115587e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 170829 members 
Entering Unmasked Estep 
Score: -21155872.000000 Penalty: 6007.019531
	Iteration 25Q: 3 clusters Score -2.115587e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 170951 members 
Entering Unmasked Estep 
Score: -21155868.000000 Penalty: 6007.019531
	Iteration 26Q: 3 clusters Score -2.115587e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 171079 members 
Entering Unmasked Estep 
Score: -21155888.000000 Penalty: 6007.019531
	Iteration 27Q: 3 clusters Score -2.115589e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 171200 members 
Entering Unmasked Estep 
Score: -21155918.000000 Penalty: 6007.019531
	Iteration 28Q: 3 clusters Score -2.115592e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -21155940.000000 Penalty: 6007.019531
	Iteration 29Q: 3 clusters Score -2.115594e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 171354 members 
Entering Unmasked Estep 
Score: -21155942.000000 Penalty: 6007.019531
	Iteration 30Q: 3 clusters Score -2.115594e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -21155928.000000 Penalty: 6007.019531
	Iteration 31Q: 3 clusters Score -2.115593e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 171475 members 
Entering Unmasked Estep 
Score: -21155930.000000 Penalty: 6007.019531
	Iteration 32Q: 3 clusters Score -2.115593e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -21155894.000000 Penalty: 6007.019531
	Iteration 33Q: 3 clusters Score -2.115589e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 171557 members 
Entering Unmasked Estep 
Score: -21155912.000000 Penalty: 6007.019531
	Iteration 34Q: 3 clusters Score -2.115591e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 171597 members 
Entering Unmasked Estep 
Score: -21155916.000000 Penalty: 6007.019531
	Iteration 35Q: 3 clusters Score -2.115592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -21155916.000000 Penalty: 6007.019531
	Iteration 36Q: 3 clusters Score -2.115592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -21155908.000000 Penalty: 6007.019531
	Iteration 37Q: 3 clusters Score -2.115591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -21155906.000000 Penalty: 6007.019531
	Iteration 38Q: 3 clusters Score -2.115591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 171702 members 
Entering Unmasked Estep 
Score: -21155932.000000 Penalty: 6007.019531
	Iteration 39Q: 3 clusters Score -2.115593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21155924.000000 Penalty: 6007.019531
	Iteration 40F: 3 clusters Score -2.115592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 171734 members 
Entering Unmasked Estep 
Score: -21155916.000000 Penalty: 6007.019531
	Iteration 41Q: 3 clusters Score -2.115592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 171744 members 
Entering Unmasked Estep 
Score: -21155910.000000 Penalty: 6007.019531
	Iteration 42Q: 3 clusters Score -2.115591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -21155912.000000 Penalty: 6007.019531
	Iteration 43Q: 3 clusters Score -2.115591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 171775 members 
Entering Unmasked Estep 
Score: -21155900.000000 Penalty: 6007.019531
	Iteration 44Q: 3 clusters Score -2.11559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -21155892.000000 Penalty: 6007.019531
	Iteration 45Q: 3 clusters Score -2.115589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -21155926.000000 Penalty: 6007.019531
	Iteration 46Q: 3 clusters Score -2.115593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 171804 members 
Entering Unmasked Estep 
Score: -21155924.000000 Penalty: 6007.019531
	Iteration 47Q: 3 clusters Score -2.115592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 171808 members 
Entering Unmasked Estep 
Score: -21155920.000000 Penalty: 6007.019531
	Iteration 48Q: 3 clusters Score -2.115592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 171816 members 
Entering Unmasked Estep 
Score: -21155922.000000 Penalty: 6007.019531
	Iteration 49Q: 3 clusters Score -2.115592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -21155924.000000 Penalty: 6007.019531
	Iteration 50Q: 3 clusters Score -2.115592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 171836 members 
Entering Unmasked Estep 
Score: -21155934.000000 Penalty: 6007.019531
	Iteration 51Q: 3 clusters Score -2.115593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -21155946.000000 Penalty: 6007.019531
	Iteration 52Q: 3 clusters Score -2.115595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 171857 members 
Entering Unmasked Estep 
Score: -21155966.000000 Penalty: 6007.019531
	Iteration 53Q: 3 clusters Score -2.115597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -21155952.000000 Penalty: 6007.019531
	Iteration 54Q: 3 clusters Score -2.115595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -21155956.000000 Penalty: 6007.019531
	Iteration 55Q: 3 clusters Score -2.115596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -21155962.000000 Penalty: 6007.019531
	Iteration 56Q: 3 clusters Score -2.115596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 171883 members 
Entering Unmasked Estep 
Score: -21155944.000000 Penalty: 6007.019531
	Iteration 57Q: 3 clusters Score -2.115594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 171885 members 
Entering Unmasked Estep 
Score: -21155954.000000 Penalty: 6007.019531
	Iteration 58Q: 3 clusters Score -2.115595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 171889 members 
Entering Unmasked Estep 
Score: -21155950.000000 Penalty: 6007.019531
	Iteration 59Q: 3 clusters Score -2.115595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 171895 members 
Entering Unmasked Estep 
Score: -21155974.000000 Penalty: 6007.019531
	Iteration 60F: 3 clusters Score -2.115597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 171897 members 
Entering Unmasked Estep 
Score: -21155956.000000 Penalty: 6007.019531
	Iteration 61Q: 3 clusters Score -2.115596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -21155952.000000 Penalty: 6007.019531
	Iteration 62Q: 3 clusters Score -2.115595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 171900 members 
Entering Unmasked Estep 
Score: -21155960.000000 Penalty: 6007.019531
	Iteration 63Q: 3 clusters Score -2.115596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -21155956.000000 Penalty: 6007.019531
	Iteration 64Q: 3 clusters Score -2.115596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -21155950.000000 Penalty: 6007.019531
	Iteration 65Q: 3 clusters Score -2.115595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -21155950.000000 Penalty: 6007.019531
	Iteration 66F: 3 clusters Score -2.115595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 22895 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 199120 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 27645 members 
Mstep: Class 15 contains 191035 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Entering Unmasked Estep 
Score: -225630816.000000 Penalty: 79195.101562
Splitting cluster 8 changes total score from -225612336.000000 to -225630816.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (22895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Entering Unmasked Estep 
Score: -2501522.750000 Penalty: 2489.591064
	Iteration 0F: 2 clusters Score -2501523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2485574.250000 Penalty: 4979.182129
	Iteration 0F: 3 clusters Score -2485574 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2491306.250000 Penalty: 4979.182129
	Iteration 1F: 3 clusters Score -2491306 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2492075.500000 Penalty: 4979.182129
	Iteration 2F: 3 clusters Score -2492076 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2492946.000000 Penalty: 4979.182129
	Iteration 3F: 3 clusters Score -2492946 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2493918.250000 Penalty: 4979.182129
	Iteration 4F: 3 clusters Score -2493918 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2495016.250000 Penalty: 4979.182129
	Iteration 5F: 3 clusters Score -2495016 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2496266.250000 Penalty: 4979.182129
	Iteration 6F: 3 clusters Score -2496266 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2497438.500000 Penalty: 4979.182129
	Iteration 7F: 3 clusters Score -2497438 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2498351.000000 Penalty: 4979.182129
	Iteration 8F: 3 clusters Score -2498351 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2499123.500000 Penalty: 4979.182129
	Iteration 9Q: 3 clusters Score -2499124 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2499922.500000 Penalty: 4979.182129
	Iteration 10Q: 3 clusters Score -2499922 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2501004.750000 Penalty: 4979.182129
	Iteration 11Q: 3 clusters Score -2501005 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2502276.750000 Penalty: 4979.182129
	Iteration 12Q: 3 clusters Score -2502277 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2503208.500000 Penalty: 4979.182129
	Iteration 13Q: 3 clusters Score -2503208 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2503693.000000 Penalty: 4979.182129
	Iteration 14Q: 3 clusters Score -2503693 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2503927.000000 Penalty: 4979.182129
	Iteration 15Q: 3 clusters Score -2503927 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2504060.500000 Penalty: 4979.182129
	Iteration 16Q: 3 clusters Score -2504060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2504127.750000 Penalty: 4979.182129
	Iteration 17Q: 3 clusters Score -2504128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2504155.000000 Penalty: 4979.182129
	Iteration 18Q: 3 clusters Score -2504155 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2504164.750000 Penalty: 4979.182129
	Iteration 19Q: 3 clusters Score -2504165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2504175.500000 Penalty: 4979.182129
	Iteration 20F: 3 clusters Score -2504176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2504172.500000 Penalty: 4979.182129
	Iteration 21Q: 3 clusters Score -2504172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2504183.000000 Penalty: 4979.182129
	Iteration 22Q: 3 clusters Score -2504183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2504188.750000 Penalty: 4979.182129
	Iteration 23Q: 3 clusters Score -2504189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2504188.000000 Penalty: 4979.182129
	Iteration 24Q: 3 clusters Score -2504188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2504188.750000 Penalty: 4979.182129
	Iteration 25Q: 3 clusters Score -2504189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2504195.750000 Penalty: 4979.182129
	Iteration 26Q: 3 clusters Score -2504196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2504197.000000 Penalty: 4979.182129
	Iteration 27Q: 3 clusters Score -2504197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2504198.000000 Penalty: 4979.182129
	Iteration 28Q: 3 clusters Score -2504198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2504200.500000 Penalty: 4979.182129
	Iteration 29Q: 3 clusters Score -2504200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2504203.500000 Penalty: 4979.182129
	Iteration 30Q: 3 clusters Score -2504204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2504199.500000 Penalty: 4979.182129
	Iteration 31Q: 3 clusters Score -2504200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2504200.500000 Penalty: 4979.182129
	Iteration 32Q: 3 clusters Score -2504200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2504200.500000 Penalty: 4979.182129
	Iteration 33F: 3 clusters Score -2504200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 199120 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 27645 members 
Mstep: Class 15 contains 191035 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Entering Unmasked Estep 
Score: -225633424.000000 Penalty: 82794.875000
Splitting cluster 9 changes total score from -225612336.000000 to -225633424.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (106969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106969 members 
Entering Unmasked Estep 
Score: -12503095.000000 Penalty: 2871.913086
	Iteration 0F: 2 clusters Score -1.25031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -12431931.000000 Penalty: 5743.826172
	Iteration 0F: 3 clusters Score -1.243193e+07 nChanged 50608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -12461492.000000 Penalty: 5743.826172
	Iteration 1F: 3 clusters Score -1.246149e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -12463178.000000 Penalty: 5743.826172
	Iteration 2Q: 3 clusters Score -1.246318e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -12465356.000000 Penalty: 5743.826172
	Iteration 3Q: 3 clusters Score -1.246536e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -12468409.000000 Penalty: 5743.826172
	Iteration 4F: 3 clusters Score -1.246841e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -12472300.000000 Penalty: 5743.826172
	Iteration 5F: 3 clusters Score -1.24723e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -12476650.000000 Penalty: 5743.826172
	Iteration 6F: 3 clusters Score -1.247665e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -12480761.000000 Penalty: 5743.826172
	Iteration 7F: 3 clusters Score -1.248076e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -12484642.000000 Penalty: 5743.826172
	Iteration 8F: 3 clusters Score -1.248464e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -12488335.000000 Penalty: 5743.826172
	Iteration 9F: 3 clusters Score -1.248834e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 86831 members 
Entering Unmasked Estep 
Score: -12491363.000000 Penalty: 5743.826172
	Iteration 10Q: 3 clusters Score -1.249136e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -12494170.000000 Penalty: 5743.826172
	Iteration 11Q: 3 clusters Score -1.249417e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -12496445.000000 Penalty: 5743.826172
	Iteration 12Q: 3 clusters Score -1.249644e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -12498261.000000 Penalty: 5743.826172
	Iteration 13Q: 3 clusters Score -1.249826e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -12499501.000000 Penalty: 5743.826172
	Iteration 14Q: 3 clusters Score -1.24995e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 101863 members 
Entering Unmasked Estep 
Score: -12500390.000000 Penalty: 5743.826172
	Iteration 15Q: 3 clusters Score -1.250039e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 102989 members 
Entering Unmasked Estep 
Score: -12500905.000000 Penalty: 5743.826172
	Iteration 16Q: 3 clusters Score -1.25009e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -12501227.000000 Penalty: 5743.826172
	Iteration 17Q: 3 clusters Score -1.250123e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -12501416.000000 Penalty: 5743.826172
	Iteration 18Q: 3 clusters Score -1.250142e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -12501531.000000 Penalty: 5743.826172
	Iteration 19Q: 3 clusters Score -1.250153e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -12501651.000000 Penalty: 5743.826172
	Iteration 20F: 3 clusters Score -1.250165e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 104842 members 
Entering Unmasked Estep 
Score: -12501733.000000 Penalty: 5743.826172
	Iteration 21Q: 3 clusters Score -1.250173e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -12501766.000000 Penalty: 5743.826172
	Iteration 22Q: 3 clusters Score -1.250177e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -12501814.000000 Penalty: 5743.826172
	Iteration 23Q: 3 clusters Score -1.250181e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 105067 members 
Entering Unmasked Estep 
Score: -12501821.000000 Penalty: 5743.826172
	Iteration 24Q: 3 clusters Score -1.250182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 105111 members 
Entering Unmasked Estep 
Score: -12501835.000000 Penalty: 5743.826172
	Iteration 25Q: 3 clusters Score -1.250184e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -12501847.000000 Penalty: 5743.826172
	Iteration 26Q: 3 clusters Score -1.250185e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 105176 members 
Entering Unmasked Estep 
Score: -12501861.000000 Penalty: 5743.826172
	Iteration 27Q: 3 clusters Score -1.250186e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -12501883.000000 Penalty: 5743.826172
	Iteration 28Q: 3 clusters Score -1.250188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 105242 members 
Entering Unmasked Estep 
Score: -12501875.000000 Penalty: 5743.826172
	Iteration 29Q: 3 clusters Score -1.250188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -12501863.000000 Penalty: 5743.826172
	Iteration 30Q: 3 clusters Score -1.250186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 105286 members 
Entering Unmasked Estep 
Score: -12501847.000000 Penalty: 5743.826172
	Iteration 31Q: 3 clusters Score -1.250185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 105299 members 
Entering Unmasked Estep 
Score: -12501865.000000 Penalty: 5743.826172
	Iteration 32Q: 3 clusters Score -1.250186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -12501868.000000 Penalty: 5743.826172
	Iteration 33Q: 3 clusters Score -1.250187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -12501873.000000 Penalty: 5743.826172
	Iteration 34Q: 3 clusters Score -1.250187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 105337 members 
Entering Unmasked Estep 
Score: -12501863.000000 Penalty: 5743.826172
	Iteration 35Q: 3 clusters Score -1.250186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -12501899.000000 Penalty: 5743.826172
	Iteration 36Q: 3 clusters Score -1.25019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -12501890.000000 Penalty: 5743.826172
	Iteration 37Q: 3 clusters Score -1.250189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -12501898.000000 Penalty: 5743.826172
	Iteration 38Q: 3 clusters Score -1.25019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -12501898.000000 Penalty: 5743.826172
	Iteration 39Q: 3 clusters Score -1.25019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -12501888.000000 Penalty: 5743.826172
	Iteration 40F: 3 clusters Score -1.250189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (199120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199120 members 
Entering Unmasked Estep 
Score: -22383082.000000 Penalty: 3026.012451
	Iteration 0F: 2 clusters Score -2.238308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 99186 members 
Entering Unmasked Estep 
Score: -22251488.000000 Penalty: 6052.024902
	Iteration 0F: 3 clusters Score -2.225149e+07 nChanged 95547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106565 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -22308300.000000 Penalty: 6052.024902
	Iteration 1F: 3 clusters Score -2.23083e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -22312818.000000 Penalty: 6052.024902
	Iteration 2Q: 3 clusters Score -2.231282e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119760 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -22320952.000000 Penalty: 6052.024902
	Iteration 3F: 3 clusters Score -2.232095e+07 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -22332762.000000 Penalty: 6052.024902
	Iteration 4F: 3 clusters Score -2.233276e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -22345256.000000 Penalty: 6052.024902
	Iteration 5F: 3 clusters Score -2.234526e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -22355324.000000 Penalty: 6052.024902
	Iteration 6F: 3 clusters Score -2.235532e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155276 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -22362952.000000 Penalty: 6052.024902
	Iteration 7F: 3 clusters Score -2.236295e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160053 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -22368794.000000 Penalty: 6052.024902
	Iteration 8Q: 3 clusters Score -2.236879e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -22373322.000000 Penalty: 6052.024902
	Iteration 9Q: 3 clusters Score -2.237332e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165525 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -22376466.000000 Penalty: 6052.024902
	Iteration 10Q: 3 clusters Score -2.237647e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -22378532.000000 Penalty: 6052.024902
	Iteration 11Q: 3 clusters Score -2.237853e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -22379700.000000 Penalty: 6052.024902
	Iteration 12Q: 3 clusters Score -2.23797e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -22380516.000000 Penalty: 6052.024902
	Iteration 13Q: 3 clusters Score -2.238052e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170404 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -22380882.000000 Penalty: 6052.024902
	Iteration 14Q: 3 clusters Score -2.238088e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171330 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -22381442.000000 Penalty: 6052.024902
	Iteration 15Q: 3 clusters Score -2.238144e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172220 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -22381822.000000 Penalty: 6052.024902
	Iteration 16Q: 3 clusters Score -2.238182e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173062 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -22382212.000000 Penalty: 6052.024902
	Iteration 17Q: 3 clusters Score -2.238221e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -22382510.000000 Penalty: 6052.024902
	Iteration 18Q: 3 clusters Score -2.238251e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174669 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -22382716.000000 Penalty: 6052.024902
	Iteration 19Q: 3 clusters Score -2.238272e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -22382938.000000 Penalty: 6052.024902
	Iteration 20F: 3 clusters Score -2.238294e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176327 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -22383234.000000 Penalty: 6052.024902
	Iteration 21Q: 3 clusters Score -2.238323e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177084 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -22383516.000000 Penalty: 6052.024902
	Iteration 22Q: 3 clusters Score -2.238352e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177769 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -22383708.000000 Penalty: 6052.024902
	Iteration 23Q: 3 clusters Score -2.238371e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178404 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -22383814.000000 Penalty: 6052.024902
	Iteration 24Q: 3 clusters Score -2.238381e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178971 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -22383908.000000 Penalty: 6052.024902
	Iteration 25Q: 3 clusters Score -2.238391e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179468 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -22383978.000000 Penalty: 6052.024902
	Iteration 26Q: 3 clusters Score -2.238398e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -22384042.000000 Penalty: 6052.024902
	Iteration 27Q: 3 clusters Score -2.238404e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180447 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -22384108.000000 Penalty: 6052.024902
	Iteration 28Q: 3 clusters Score -2.238411e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180870 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -22384148.000000 Penalty: 6052.024902
	Iteration 29Q: 3 clusters Score -2.238415e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181263 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -22384218.000000 Penalty: 6052.024902
	Iteration 30Q: 3 clusters Score -2.238422e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181636 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -22384314.000000 Penalty: 6052.024902
	Iteration 31Q: 3 clusters Score -2.238431e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -22384360.000000 Penalty: 6052.024902
	Iteration 32Q: 3 clusters Score -2.238436e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182284 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -22384368.000000 Penalty: 6052.024902
	Iteration 33Q: 3 clusters Score -2.238437e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182569 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -22384422.000000 Penalty: 6052.024902
	Iteration 34Q: 3 clusters Score -2.238442e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182830 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -22384432.000000 Penalty: 6052.024902
	Iteration 35Q: 3 clusters Score -2.238443e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183089 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -22384518.000000 Penalty: 6052.024902
	Iteration 36Q: 3 clusters Score -2.238452e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183315 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -22384540.000000 Penalty: 6052.024902
	Iteration 37Q: 3 clusters Score -2.238454e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183515 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -22384540.000000 Penalty: 6052.024902
	Iteration 38Q: 3 clusters Score -2.238454e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183690 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -22384532.000000 Penalty: 6052.024902
	Iteration 39Q: 3 clusters Score -2.238453e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183860 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -22384548.000000 Penalty: 6052.024902
	Iteration 40F: 3 clusters Score -2.238455e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184021 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -22384566.000000 Penalty: 6052.024902
	Iteration 41Q: 3 clusters Score -2.238457e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184163 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -22384558.000000 Penalty: 6052.024902
	Iteration 42Q: 3 clusters Score -2.238456e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184300 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -22384564.000000 Penalty: 6052.024902
	Iteration 43Q: 3 clusters Score -2.238456e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184419 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -22384540.000000 Penalty: 6052.024902
	Iteration 44Q: 3 clusters Score -2.238454e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184530 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -22384512.000000 Penalty: 6052.024902
	Iteration 45Q: 3 clusters Score -2.238451e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184646 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -22384526.000000 Penalty: 6052.024902
	Iteration 46Q: 3 clusters Score -2.238453e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184747 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -22384568.000000 Penalty: 6052.024902
	Iteration 47Q: 3 clusters Score -2.238457e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184848 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -22384558.000000 Penalty: 6052.024902
	Iteration 48Q: 3 clusters Score -2.238456e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -22384560.000000 Penalty: 6052.024902
	Iteration 49Q: 3 clusters Score -2.238456e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185077 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -22384552.000000 Penalty: 6052.024902
	Iteration 50Q: 3 clusters Score -2.238455e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185188 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -22384576.000000 Penalty: 6052.024902
	Iteration 51Q: 3 clusters Score -2.238458e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185275 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -22384570.000000 Penalty: 6052.024902
	Iteration 52Q: 3 clusters Score -2.238457e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185366 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -22384574.000000 Penalty: 6052.024902
	Iteration 53Q: 3 clusters Score -2.238457e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185456 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -22384576.000000 Penalty: 6052.024902
	Iteration 54Q: 3 clusters Score -2.238458e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185534 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -22384596.000000 Penalty: 6052.024902
	Iteration 55Q: 3 clusters Score -2.23846e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185607 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -22384642.000000 Penalty: 6052.024902
	Iteration 56Q: 3 clusters Score -2.238464e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185680 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -22384638.000000 Penalty: 6052.024902
	Iteration 57Q: 3 clusters Score -2.238464e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185740 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -22384632.000000 Penalty: 6052.024902
	Iteration 58Q: 3 clusters Score -2.238463e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185799 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -22384630.000000 Penalty: 6052.024902
	Iteration 59Q: 3 clusters Score -2.238463e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185876 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -22384638.000000 Penalty: 6052.024902
	Iteration 60F: 3 clusters Score -2.238464e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -22384644.000000 Penalty: 6052.024902
	Iteration 61Q: 3 clusters Score -2.238464e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186021 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -22384664.000000 Penalty: 6052.024902
	Iteration 62Q: 3 clusters Score -2.238466e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186081 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -22384696.000000 Penalty: 6052.024902
	Iteration 63Q: 3 clusters Score -2.23847e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186139 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -22384666.000000 Penalty: 6052.024902
	Iteration 64Q: 3 clusters Score -2.238467e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186201 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -22384648.000000 Penalty: 6052.024902
	Iteration 65Q: 3 clusters Score -2.238465e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186261 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -22384640.000000 Penalty: 6052.024902
	Iteration 66Q: 3 clusters Score -2.238464e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186318 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -22384654.000000 Penalty: 6052.024902
	Iteration 67Q: 3 clusters Score -2.238465e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -22384644.000000 Penalty: 6052.024902
	Iteration 68Q: 3 clusters Score -2.238464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -22384640.000000 Penalty: 6052.024902
	Iteration 69Q: 3 clusters Score -2.238464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186426 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -22384658.000000 Penalty: 6052.024902
	Iteration 70Q: 3 clusters Score -2.238466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186450 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -22384628.000000 Penalty: 6052.024902
	Iteration 71Q: 3 clusters Score -2.238463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -22384644.000000 Penalty: 6052.024902
	Iteration 72Q: 3 clusters Score -2.238464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186498 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -22384658.000000 Penalty: 6052.024902
	Iteration 73Q: 3 clusters Score -2.238466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186520 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -22384622.000000 Penalty: 6052.024902
	Iteration 74Q: 3 clusters Score -2.238462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186539 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -22384634.000000 Penalty: 6052.024902
	Iteration 75Q: 3 clusters Score -2.238463e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186564 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -22384618.000000 Penalty: 6052.024902
	Iteration 76Q: 3 clusters Score -2.238462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186581 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -22384624.000000 Penalty: 6052.024902
	Iteration 77Q: 3 clusters Score -2.238462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186598 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -22384630.000000 Penalty: 6052.024902
	Iteration 78Q: 3 clusters Score -2.238463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186616 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -22384644.000000 Penalty: 6052.024902
	Iteration 79Q: 3 clusters Score -2.238464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186641 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -22384642.000000 Penalty: 6052.024902
	Iteration 80F: 3 clusters Score -2.238464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186665 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -22384640.000000 Penalty: 6052.024902
	Iteration 81Q: 3 clusters Score -2.238464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186690 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -22384634.000000 Penalty: 6052.024902
	Iteration 82Q: 3 clusters Score -2.238463e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -22384632.000000 Penalty: 6052.024902
	Iteration 83Q: 3 clusters Score -2.238463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186718 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -22384628.000000 Penalty: 6052.024902
	Iteration 84Q: 3 clusters Score -2.238463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186731 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -22384610.000000 Penalty: 6052.024902
	Iteration 85Q: 3 clusters Score -2.238461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186747 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -22384626.000000 Penalty: 6052.024902
	Iteration 86Q: 3 clusters Score -2.238463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186765 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -22384622.000000 Penalty: 6052.024902
	Iteration 87Q: 3 clusters Score -2.238462e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186781 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -22384632.000000 Penalty: 6052.024902
	Iteration 88Q: 3 clusters Score -2.238463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -22384618.000000 Penalty: 6052.024902
	Iteration 89Q: 3 clusters Score -2.238462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186815 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -22384630.000000 Penalty: 6052.024902
	Iteration 90Q: 3 clusters Score -2.238463e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186839 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -22384628.000000 Penalty: 6052.024902
	Iteration 91Q: 3 clusters Score -2.238463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186874 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -22384638.000000 Penalty: 6052.024902
	Iteration 92Q: 3 clusters Score -2.238464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186899 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -22384614.000000 Penalty: 6052.024902
	Iteration 93Q: 3 clusters Score -2.238461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186920 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -22384640.000000 Penalty: 6052.024902
	Iteration 94Q: 3 clusters Score -2.238464e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186946 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -22384628.000000 Penalty: 6052.024902
	Iteration 95Q: 3 clusters Score -2.238463e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -22384632.000000 Penalty: 6052.024902
	Iteration 96Q: 3 clusters Score -2.238463e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187009 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -22384616.000000 Penalty: 6052.024902
	Iteration 97Q: 3 clusters Score -2.238462e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187051 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -22384600.000000 Penalty: 6052.024902
	Iteration 98Q: 3 clusters Score -2.23846e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187094 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -22384616.000000 Penalty: 6052.024902
	Iteration 99Q: 3 clusters Score -2.238462e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -22384626.000000 Penalty: 6052.024902
	Iteration 100F: 3 clusters Score -2.238463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187164 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -22384626.000000 Penalty: 6052.024902
	Iteration 101Q: 3 clusters Score -2.238463e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187200 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -22384636.000000 Penalty: 6052.024902
	Iteration 102Q: 3 clusters Score -2.238464e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187245 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -22384632.000000 Penalty: 6052.024902
	Iteration 103Q: 3 clusters Score -2.238463e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187296 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -22384664.000000 Penalty: 6052.024902
	Iteration 104Q: 3 clusters Score -2.238466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187337 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -22384668.000000 Penalty: 6052.024902
	Iteration 105Q: 3 clusters Score -2.238467e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187377 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -22384670.000000 Penalty: 6052.024902
	Iteration 106Q: 3 clusters Score -2.238467e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187411 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -22384668.000000 Penalty: 6052.024902
	Iteration 107Q: 3 clusters Score -2.238467e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187447 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -22384688.000000 Penalty: 6052.024902
	Iteration 108Q: 3 clusters Score -2.238469e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187486 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -22384702.000000 Penalty: 6052.024902
	Iteration 109Q: 3 clusters Score -2.23847e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187532 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -22384710.000000 Penalty: 6052.024902
	Iteration 110Q: 3 clusters Score -2.238471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187566 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -22384702.000000 Penalty: 6052.024902
	Iteration 111Q: 3 clusters Score -2.23847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187597 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -22384694.000000 Penalty: 6052.024902
	Iteration 112Q: 3 clusters Score -2.238469e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187625 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -22384700.000000 Penalty: 6052.024902
	Iteration 113Q: 3 clusters Score -2.23847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187650 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -22384704.000000 Penalty: 6052.024902
	Iteration 114Q: 3 clusters Score -2.23847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -22384712.000000 Penalty: 6052.024902
	Iteration 115Q: 3 clusters Score -2.238471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187689 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -22384720.000000 Penalty: 6052.024902
	Iteration 116Q: 3 clusters Score -2.238472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187704 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -22384706.000000 Penalty: 6052.024902
	Iteration 117Q: 3 clusters Score -2.238471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -22384702.000000 Penalty: 6052.024902
	Iteration 118Q: 3 clusters Score -2.23847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187722 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -22384716.000000 Penalty: 6052.024902
	Iteration 119Q: 3 clusters Score -2.238472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187735 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -22384700.000000 Penalty: 6052.024902
	Iteration 120F: 3 clusters Score -2.23847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187744 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -22384684.000000 Penalty: 6052.024902
	Iteration 121Q: 3 clusters Score -2.238468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187753 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -22384692.000000 Penalty: 6052.024902
	Iteration 122Q: 3 clusters Score -2.238469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187761 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -22384686.000000 Penalty: 6052.024902
	Iteration 123Q: 3 clusters Score -2.238469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187767 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -22384674.000000 Penalty: 6052.024902
	Iteration 124Q: 3 clusters Score -2.238467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187770 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -22384674.000000 Penalty: 6052.024902
	Iteration 125Q: 3 clusters Score -2.238467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187774 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -22384664.000000 Penalty: 6052.024902
	Iteration 126Q: 3 clusters Score -2.238466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187779 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -22384666.000000 Penalty: 6052.024902
	Iteration 127Q: 3 clusters Score -2.238467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -22384670.000000 Penalty: 6052.024902
	Iteration 128Q: 3 clusters Score -2.238467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187790 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -22384662.000000 Penalty: 6052.024902
	Iteration 129Q: 3 clusters Score -2.238466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187797 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -22384666.000000 Penalty: 6052.024902
	Iteration 130Q: 3 clusters Score -2.238467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187801 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -22384674.000000 Penalty: 6052.024902
	Iteration 131Q: 3 clusters Score -2.238467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187807 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -22384672.000000 Penalty: 6052.024902
	Iteration 132Q: 3 clusters Score -2.238467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187812 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -22384668.000000 Penalty: 6052.024902
	Iteration 133Q: 3 clusters Score -2.238467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187819 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -22384660.000000 Penalty: 6052.024902
	Iteration 134Q: 3 clusters Score -2.238466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187827 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -22384674.000000 Penalty: 6052.024902
	Iteration 135Q: 3 clusters Score -2.238467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187836 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -22384674.000000 Penalty: 6052.024902
	Iteration 136Q: 3 clusters Score -2.238467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187845 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -22384676.000000 Penalty: 6052.024902
	Iteration 137Q: 3 clusters Score -2.238468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187854 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -22384664.000000 Penalty: 6052.024902
	Iteration 138Q: 3 clusters Score -2.238466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187862 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -22384664.000000 Penalty: 6052.024902
	Iteration 139Q: 3 clusters Score -2.238466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187873 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -22384672.000000 Penalty: 6052.024902
	Iteration 140F: 3 clusters Score -2.238467e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187888 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -22384660.000000 Penalty: 6052.024902
	Iteration 141Q: 3 clusters Score -2.238466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187892 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -22384676.000000 Penalty: 6052.024902
	Iteration 142Q: 3 clusters Score -2.238468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187895 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -22384670.000000 Penalty: 6052.024902
	Iteration 143Q: 3 clusters Score -2.238467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187897 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -22384666.000000 Penalty: 6052.024902
	Iteration 144Q: 3 clusters Score -2.238467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187899 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -22384666.000000 Penalty: 6052.024902
	Iteration 145Q: 3 clusters Score -2.238467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187899 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -22384666.000000 Penalty: 6052.024902
	Iteration 146F: 3 clusters Score -2.238467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 27645 members 
Mstep: Class 15 contains 191035 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11221 members 
Entering Unmasked Estep 
Score: -225632128.000000 Penalty: 86394.656250
Splitting cluster 11 changes total score from -225612336.000000 to -225632128.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (259050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259050 members 
Entering Unmasked Estep 
Score: -30160032.000000 Penalty: 3091.264404
	Iteration 0F: 2 clusters Score -3.016003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129226 members 
Mstep: Class 2 contains 129824 members 
Entering Unmasked Estep 
Score: -30003258.000000 Penalty: 6182.528809
	Iteration 0F: 3 clusters Score -3.000326e+07 nChanged 125043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119237 members 
Mstep: Class 2 contains 139813 members 
Entering Unmasked Estep 
Score: -30078280.000000 Penalty: 6182.528809
	Iteration 1F: 3 clusters Score -3.007828e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -30082134.000000 Penalty: 6182.528809
	Iteration 2Q: 3 clusters Score -3.008213e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101107 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -30089008.000000 Penalty: 6182.528809
	Iteration 3F: 3 clusters Score -3.008901e+07 nChanged 17985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 172984 members 
Entering Unmasked Estep 
Score: -30099272.000000 Penalty: 6182.528809
	Iteration 4F: 3 clusters Score -3.009927e+07 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 190632 members 
Entering Unmasked Estep 
Score: -30111406.000000 Penalty: 6182.528809
	Iteration 5F: 3 clusters Score -3.011141e+07 nChanged 19700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 208232 members 
Entering Unmasked Estep 
Score: -30123386.000000 Penalty: 6182.528809
	Iteration 6F: 3 clusters Score -3.012339e+07 nChanged 16513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 223619 members 
Entering Unmasked Estep 
Score: -30133818.000000 Penalty: 6182.528809
	Iteration 7F: 3 clusters Score -3.013382e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 235940 members 
Entering Unmasked Estep 
Score: -30142376.000000 Penalty: 6182.528809
	Iteration 8Q: 3 clusters Score -3.014238e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 244722 members 
Entering Unmasked Estep 
Score: -30148294.000000 Penalty: 6182.528809
	Iteration 9Q: 3 clusters Score -3.014829e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 250333 members 
Entering Unmasked Estep 
Score: -30152274.000000 Penalty: 6182.528809
	Iteration 10Q: 3 clusters Score -3.015227e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 253608 members 
Entering Unmasked Estep 
Score: -30154702.000000 Penalty: 6182.528809
	Iteration 11Q: 3 clusters Score -3.01547e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 255383 members 
Entering Unmasked Estep 
Score: -30155868.000000 Penalty: 6182.528809
	Iteration 12Q: 3 clusters Score -3.015587e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 256299 members 
Entering Unmasked Estep 
Score: -30156568.000000 Penalty: 6182.528809
	Iteration 13Q: 3 clusters Score -3.015657e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 256792 members 
Entering Unmasked Estep 
Score: -30157052.000000 Penalty: 6182.528809
	Iteration 14Q: 3 clusters Score -3.015705e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 257079 members 
Entering Unmasked Estep 
Score: -30157318.000000 Penalty: 6182.528809
	Iteration 15Q: 3 clusters Score -3.015732e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 257251 members 
Entering Unmasked Estep 
Score: -30157496.000000 Penalty: 6182.528809
	Iteration 16Q: 3 clusters Score -3.01575e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 257358 members 
Entering Unmasked Estep 
Score: -30157614.000000 Penalty: 6182.528809
	Iteration 17Q: 3 clusters Score -3.015761e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 257440 members 
Entering Unmasked Estep 
Score: -30157686.000000 Penalty: 6182.528809
	Iteration 18Q: 3 clusters Score -3.015769e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 257496 members 
Entering Unmasked Estep 
Score: -30157676.000000 Penalty: 6182.528809
	Iteration 19Q: 3 clusters Score -3.015768e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 257534 members 
Entering Unmasked Estep 
Score: -30157722.000000 Penalty: 6182.528809
	Iteration 20F: 3 clusters Score -3.015772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 257569 members 
Entering Unmasked Estep 
Score: -30157770.000000 Penalty: 6182.528809
	Iteration 21Q: 3 clusters Score -3.015777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 257582 members 
Entering Unmasked Estep 
Score: -30157802.000000 Penalty: 6182.528809
	Iteration 22Q: 3 clusters Score -3.01578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 257597 members 
Entering Unmasked Estep 
Score: -30157814.000000 Penalty: 6182.528809
	Iteration 23Q: 3 clusters Score -3.015781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 257615 members 
Entering Unmasked Estep 
Score: -30157820.000000 Penalty: 6182.528809
	Iteration 24Q: 3 clusters Score -3.015782e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 257625 members 
Entering Unmasked Estep 
Score: -30157826.000000 Penalty: 6182.528809
	Iteration 25Q: 3 clusters Score -3.015783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 257633 members 
Entering Unmasked Estep 
Score: -30157812.000000 Penalty: 6182.528809
	Iteration 26Q: 3 clusters Score -3.015781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 257645 members 
Entering Unmasked Estep 
Score: -30157790.000000 Penalty: 6182.528809
	Iteration 27Q: 3 clusters Score -3.015779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 257655 members 
Entering Unmasked Estep 
Score: -30157832.000000 Penalty: 6182.528809
	Iteration 28Q: 3 clusters Score -3.015783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 257663 members 
Entering Unmasked Estep 
Score: -30157814.000000 Penalty: 6182.528809
	Iteration 29Q: 3 clusters Score -3.015781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 257674 members 
Entering Unmasked Estep 
Score: -30157818.000000 Penalty: 6182.528809
	Iteration 30Q: 3 clusters Score -3.015782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 257679 members 
Entering Unmasked Estep 
Score: -30157812.000000 Penalty: 6182.528809
	Iteration 31Q: 3 clusters Score -3.015781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 257681 members 
Entering Unmasked Estep 
Score: -30157822.000000 Penalty: 6182.528809
	Iteration 32Q: 3 clusters Score -3.015782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 257692 members 
Entering Unmasked Estep 
Score: -30157846.000000 Penalty: 6182.528809
	Iteration 33Q: 3 clusters Score -3.015785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 257700 members 
Entering Unmasked Estep 
Score: -30157866.000000 Penalty: 6182.528809
	Iteration 34Q: 3 clusters Score -3.015787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 257703 members 
Entering Unmasked Estep 
Score: -30157868.000000 Penalty: 6182.528809
	Iteration 35Q: 3 clusters Score -3.015787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 257704 members 
Entering Unmasked Estep 
Score: -30157868.000000 Penalty: 6182.528809
	Iteration 36Q: 3 clusters Score -3.015787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 257705 members 
Entering Unmasked Estep 
Score: -30157886.000000 Penalty: 6182.528809
	Iteration 37Q: 3 clusters Score -3.015789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 257709 members 
Entering Unmasked Estep 
Score: -30157856.000000 Penalty: 6182.528809
	Iteration 38Q: 3 clusters Score -3.015786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 257710 members 
Entering Unmasked Estep 
Score: -30157860.000000 Penalty: 6182.528809
	Iteration 39Q: 3 clusters Score -3.015786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 257709 members 
Entering Unmasked Estep 
Score: -30157838.000000 Penalty: 6182.528809
	Iteration 40F: 3 clusters Score -3.015784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 257710 members 
Entering Unmasked Estep 
Score: -30157850.000000 Penalty: 6182.528809
	Iteration 41Q: 3 clusters Score -3.015785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 257714 members 
Entering Unmasked Estep 
Score: -30157866.000000 Penalty: 6182.528809
	Iteration 42Q: 3 clusters Score -3.015787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 257714 members 
Entering Unmasked Estep 
Score: -30157876.000000 Penalty: 6182.528809
	Iteration 43Q: 3 clusters Score -3.015788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 257716 members 
Entering Unmasked Estep 
Score: -30157862.000000 Penalty: 6182.528809
	Iteration 44Q: 3 clusters Score -3.015786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 257716 members 
Entering Unmasked Estep 
Score: -30157886.000000 Penalty: 6182.528809
	Iteration 45Q: 3 clusters Score -3.015789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 257710 members 
Entering Unmasked Estep 
Score: -30157910.000000 Penalty: 6182.528809
	Iteration 46Q: 3 clusters Score -3.015791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 257708 members 
Entering Unmasked Estep 
Score: -30157908.000000 Penalty: 6182.528809
	Iteration 47Q: 3 clusters Score -3.015791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 257711 members 
Entering Unmasked Estep 
Score: -30157894.000000 Penalty: 6182.528809
	Iteration 48Q: 3 clusters Score -3.015789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 257708 members 
Entering Unmasked Estep 
Score: -30157914.000000 Penalty: 6182.528809
	Iteration 49Q: 3 clusters Score -3.015791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 257707 members 
Entering Unmasked Estep 
Score: -30157938.000000 Penalty: 6182.528809
	Iteration 50Q: 3 clusters Score -3.015794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 257708 members 
Entering Unmasked Estep 
Score: -30157932.000000 Penalty: 6182.528809
	Iteration 51Q: 3 clusters Score -3.015793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 257707 members 
Entering Unmasked Estep 
Score: -30157936.000000 Penalty: 6182.528809
	Iteration 52Q: 3 clusters Score -3.015794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 257710 members 
Entering Unmasked Estep 
Score: -30157932.000000 Penalty: 6182.528809
	Iteration 53Q: 3 clusters Score -3.015793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 257711 members 
Entering Unmasked Estep 
Score: -30157944.000000 Penalty: 6182.528809
	Iteration 54Q: 3 clusters Score -3.015794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 257712 members 
Entering Unmasked Estep 
Score: -30157930.000000 Penalty: 6182.528809
	Iteration 55Q: 3 clusters Score -3.015793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 257712 members 
Entering Unmasked Estep 
Score: -30157942.000000 Penalty: 6182.528809
	Iteration 56Q: 3 clusters Score -3.015794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 257715 members 
Entering Unmasked Estep 
Score: -30157932.000000 Penalty: 6182.528809
	Iteration 57Q: 3 clusters Score -3.015793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 257716 members 
Entering Unmasked Estep 
Score: -30157928.000000 Penalty: 6182.528809
	Iteration 58Q: 3 clusters Score -3.015793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 257717 members 
Entering Unmasked Estep 
Score: -30157934.000000 Penalty: 6182.528809
	Iteration 59Q: 3 clusters Score -3.015793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 257718 members 
Entering Unmasked Estep 
Score: -30157932.000000 Penalty: 6182.528809
	Iteration 60F: 3 clusters Score -3.015793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 257720 members 
Entering Unmasked Estep 
Score: -30157940.000000 Penalty: 6182.528809
	Iteration 61Q: 3 clusters Score -3.015794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 257721 members 
Entering Unmasked Estep 
Score: -30157940.000000 Penalty: 6182.528809
	Iteration 62Q: 3 clusters Score -3.015794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 257721 members 
Entering Unmasked Estep 
Score: -30157936.000000 Penalty: 6182.528809
	Iteration 63Q: 3 clusters Score -3.015794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 257721 members 
Entering Unmasked Estep 
Score: -30157936.000000 Penalty: 6182.528809
	Iteration 64F: 3 clusters Score -3.015794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Entering Unmasked Estep 
Score: -3934435.750000 Penalty: 2583.890381
	Iteration 0F: 2 clusters Score -3934436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3911469.500000 Penalty: 5167.780762
	Iteration 0F: 3 clusters Score -3911470 nChanged 15191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3919887.500000 Penalty: 5167.780762
	Iteration 1F: 3 clusters Score -3919888 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3920487.000000 Penalty: 5167.780762
	Iteration 2F: 3 clusters Score -3920487 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -3921044.500000 Penalty: 5167.780762
	Iteration 3Q: 3 clusters Score -3921044 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3921610.250000 Penalty: 5167.780762
	Iteration 4Q: 3 clusters Score -3921610 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3922296.500000 Penalty: 5167.780762
	Iteration 5Q: 3 clusters Score -3922296 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3923044.750000 Penalty: 5167.780762
	Iteration 6Q: 3 clusters Score -3923045 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3923863.250000 Penalty: 5167.780762
	Iteration 7F: 3 clusters Score -3923863 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3924827.000000 Penalty: 5167.780762
	Iteration 8F: 3 clusters Score -3924827 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3925904.750000 Penalty: 5167.780762
	Iteration 9F: 3 clusters Score -3925905 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3927185.500000 Penalty: 5167.780762
	Iteration 10F: 3 clusters Score -3927186 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -3928823.250000 Penalty: 5167.780762
	Iteration 11F: 3 clusters Score -3928823 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3930166.000000 Penalty: 5167.780762
	Iteration 12Q: 3 clusters Score -3930166 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3930900.500000 Penalty: 5167.780762
	Iteration 13Q: 3 clusters Score -3930900 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3931308.500000 Penalty: 5167.780762
	Iteration 14Q: 3 clusters Score -3931308 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3931612.750000 Penalty: 5167.780762
	Iteration 15Q: 3 clusters Score -3931613 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3931822.250000 Penalty: 5167.780762
	Iteration 16Q: 3 clusters Score -3931822 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3931998.000000 Penalty: 5167.780762
	Iteration 17Q: 3 clusters Score -3931998 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3932149.250000 Penalty: 5167.780762
	Iteration 18Q: 3 clusters Score -3932149 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3932279.500000 Penalty: 5167.780762
	Iteration 19Q: 3 clusters Score -3932280 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3932407.500000 Penalty: 5167.780762
	Iteration 20F: 3 clusters Score -3932408 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3932506.000000 Penalty: 5167.780762
	Iteration 21Q: 3 clusters Score -3932506 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -3932575.500000 Penalty: 5167.780762
	Iteration 22Q: 3 clusters Score -3932576 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3932654.000000 Penalty: 5167.780762
	Iteration 23Q: 3 clusters Score -3932654 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -3932726.750000 Penalty: 5167.780762
	Iteration 24Q: 3 clusters Score -3932727 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3932793.250000 Penalty: 5167.780762
	Iteration 25Q: 3 clusters Score -3932793 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3932891.000000 Penalty: 5167.780762
	Iteration 26Q: 3 clusters Score -3932891 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3932957.750000 Penalty: 5167.780762
	Iteration 27Q: 3 clusters Score -3932958 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3933034.000000 Penalty: 5167.780762
	Iteration 28Q: 3 clusters Score -3933034 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3933104.500000 Penalty: 5167.780762
	Iteration 29Q: 3 clusters Score -3933104 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3933175.000000 Penalty: 5167.780762
	Iteration 30Q: 3 clusters Score -3933175 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3933219.750000 Penalty: 5167.780762
	Iteration 31Q: 3 clusters Score -3933220 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3933258.750000 Penalty: 5167.780762
	Iteration 32Q: 3 clusters Score -3933259 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3933280.250000 Penalty: 5167.780762
	Iteration 33Q: 3 clusters Score -3933280 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3933325.000000 Penalty: 5167.780762
	Iteration 34Q: 3 clusters Score -3933325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3933359.500000 Penalty: 5167.780762
	Iteration 35Q: 3 clusters Score -3933360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3933377.750000 Penalty: 5167.780762
	Iteration 36Q: 3 clusters Score -3933378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3933407.500000 Penalty: 5167.780762
	Iteration 37Q: 3 clusters Score -3933408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3933425.500000 Penalty: 5167.780762
	Iteration 38Q: 3 clusters Score -3933426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3933430.250000 Penalty: 5167.780762
	Iteration 39Q: 3 clusters Score -3933430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3933437.750000 Penalty: 5167.780762
	Iteration 40F: 3 clusters Score -3933438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3933457.250000 Penalty: 5167.780762
	Iteration 41Q: 3 clusters Score -3933457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3933465.250000 Penalty: 5167.780762
	Iteration 42Q: 3 clusters Score -3933465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3933472.500000 Penalty: 5167.780762
	Iteration 43Q: 3 clusters Score -3933472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3933485.500000 Penalty: 5167.780762
	Iteration 44Q: 3 clusters Score -3933486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3933490.250000 Penalty: 5167.780762
	Iteration 45Q: 3 clusters Score -3933490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3933486.000000 Penalty: 5167.780762
	Iteration 46Q: 3 clusters Score -3933486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3933493.750000 Penalty: 5167.780762
	Iteration 47Q: 3 clusters Score -3933494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3933501.000000 Penalty: 5167.780762
	Iteration 48Q: 3 clusters Score -3933501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3933501.000000 Penalty: 5167.780762
	Iteration 49Q: 3 clusters Score -3933501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3933502.500000 Penalty: 5167.780762
	Iteration 50Q: 3 clusters Score -3933502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3933516.000000 Penalty: 5167.780762
	Iteration 51Q: 3 clusters Score -3933516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3933516.500000 Penalty: 5167.780762
	Iteration 52Q: 3 clusters Score -3933516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3933517.000000 Penalty: 5167.780762
	Iteration 53Q: 3 clusters Score -3933517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3933523.000000 Penalty: 5167.780762
	Iteration 54Q: 3 clusters Score -3933523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3933516.500000 Penalty: 5167.780762
	Iteration 55Q: 3 clusters Score -3933516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3933521.750000 Penalty: 5167.780762
	Iteration 56Q: 3 clusters Score -3933522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3933524.500000 Penalty: 5167.780762
	Iteration 57Q: 3 clusters Score -3933524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3933526.500000 Penalty: 5167.780762
	Iteration 58Q: 3 clusters Score -3933526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3933526.000000 Penalty: 5167.780762
	Iteration 59Q: 3 clusters Score -3933526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3933521.500000 Penalty: 5167.780762
	Iteration 60F: 3 clusters Score -3933522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3933526.000000 Penalty: 5167.780762
	Iteration 61Q: 3 clusters Score -3933526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3933524.750000 Penalty: 5167.780762
	Iteration 62Q: 3 clusters Score -3933525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3933524.750000 Penalty: 5167.780762
	Iteration 63F: 3 clusters Score -3933525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Entering Unmasked Estep 
Score: -2782753.000000 Penalty: 2536.345703
	Iteration 0F: 2 clusters Score -2782753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2763985.000000 Penalty: 5072.691406
	Iteration 0F: 3 clusters Score -2763985 nChanged 12420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2773974.750000 Penalty: 5072.691406
	Iteration 1F: 3 clusters Score -2773975 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2777900.500000 Penalty: 5072.691406
	Iteration 2F: 3 clusters Score -2777900 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2781339.250000 Penalty: 5072.691406
	Iteration 3F: 3 clusters Score -2781339 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2783601.000000 Penalty: 5072.691406
	Iteration 4F: 3 clusters Score -2783601 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2784887.750000 Penalty: 5072.691406
	Iteration 5F: 3 clusters Score -2784888 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2785663.000000 Penalty: 5072.691406
	Iteration 6Q: 3 clusters Score -2785663 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2786147.750000 Penalty: 5072.691406
	Iteration 7Q: 3 clusters Score -2786148 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2786557.250000 Penalty: 5072.691406
	Iteration 8Q: 3 clusters Score -2786557 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2786901.500000 Penalty: 5072.691406
	Iteration 9Q: 3 clusters Score -2786902 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2787207.500000 Penalty: 5072.691406
	Iteration 10Q: 3 clusters Score -2787208 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2787427.750000 Penalty: 5072.691406
	Iteration 11Q: 3 clusters Score -2787428 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2787626.000000 Penalty: 5072.691406
	Iteration 12Q: 3 clusters Score -2787626 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2787842.750000 Penalty: 5072.691406
	Iteration 13Q: 3 clusters Score -2787843 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2788030.750000 Penalty: 5072.691406
	Iteration 14Q: 3 clusters Score -2788031 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -2788206.250000 Penalty: 5072.691406
	Iteration 15Q: 3 clusters Score -2788206 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2788300.500000 Penalty: 5072.691406
	Iteration 16Q: 3 clusters Score -2788300 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2788377.500000 Penalty: 5072.691406
	Iteration 17Q: 3 clusters Score -2788378 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2788438.500000 Penalty: 5072.691406
	Iteration 18Q: 3 clusters Score -2788438 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2788467.000000 Penalty: 5072.691406
	Iteration 19Q: 3 clusters Score -2788467 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2788485.750000 Penalty: 5072.691406
	Iteration 20F: 3 clusters Score -2788486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2788510.000000 Penalty: 5072.691406
	Iteration 21Q: 3 clusters Score -2788510 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2788532.250000 Penalty: 5072.691406
	Iteration 22Q: 3 clusters Score -2788532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -2788545.750000 Penalty: 5072.691406
	Iteration 23Q: 3 clusters Score -2788546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2788554.750000 Penalty: 5072.691406
	Iteration 24Q: 3 clusters Score -2788555 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2788580.250000 Penalty: 5072.691406
	Iteration 25Q: 3 clusters Score -2788580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2788582.500000 Penalty: 5072.691406
	Iteration 26Q: 3 clusters Score -2788582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -2788590.750000 Penalty: 5072.691406
	Iteration 27Q: 3 clusters Score -2788591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -2788604.000000 Penalty: 5072.691406
	Iteration 28Q: 3 clusters Score -2788604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -2788611.000000 Penalty: 5072.691406
	Iteration 29Q: 3 clusters Score -2788611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2788621.750000 Penalty: 5072.691406
	Iteration 30Q: 3 clusters Score -2788622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2788634.750000 Penalty: 5072.691406
	Iteration 31Q: 3 clusters Score -2788635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -2788645.000000 Penalty: 5072.691406
	Iteration 32Q: 3 clusters Score -2788645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2788643.250000 Penalty: 5072.691406
	Iteration 33Q: 3 clusters Score -2788643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2788651.500000 Penalty: 5072.691406
	Iteration 34Q: 3 clusters Score -2788652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -2788659.500000 Penalty: 5072.691406
	Iteration 35Q: 3 clusters Score -2788660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2788659.750000 Penalty: 5072.691406
	Iteration 36Q: 3 clusters Score -2788660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2788657.750000 Penalty: 5072.691406
	Iteration 37Q: 3 clusters Score -2788658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2788665.250000 Penalty: 5072.691406
	Iteration 38Q: 3 clusters Score -2788665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2788671.000000 Penalty: 5072.691406
	Iteration 39Q: 3 clusters Score -2788671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -2788673.250000 Penalty: 5072.691406
	Iteration 40F: 3 clusters Score -2788673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -2788687.500000 Penalty: 5072.691406
	Iteration 41Q: 3 clusters Score -2788688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2788700.500000 Penalty: 5072.691406
	Iteration 42Q: 3 clusters Score -2788700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2788714.250000 Penalty: 5072.691406
	Iteration 43Q: 3 clusters Score -2788714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -2788734.500000 Penalty: 5072.691406
	Iteration 44Q: 3 clusters Score -2788734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2788750.750000 Penalty: 5072.691406
	Iteration 45Q: 3 clusters Score -2788751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2788775.750000 Penalty: 5072.691406
	Iteration 46Q: 3 clusters Score -2788776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2788800.000000 Penalty: 5072.691406
	Iteration 47Q: 3 clusters Score -2788800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -2788820.000000 Penalty: 5072.691406
	Iteration 48Q: 3 clusters Score -2788820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2788834.750000 Penalty: 5072.691406
	Iteration 49Q: 3 clusters Score -2788835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -2788843.000000 Penalty: 5072.691406
	Iteration 50Q: 3 clusters Score -2788843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -2788862.000000 Penalty: 5072.691406
	Iteration 51Q: 3 clusters Score -2788862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2788875.250000 Penalty: 5072.691406
	Iteration 52Q: 3 clusters Score -2788875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -2788889.250000 Penalty: 5072.691406
	Iteration 53Q: 3 clusters Score -2788889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -2788904.000000 Penalty: 5072.691406
	Iteration 54Q: 3 clusters Score -2788904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -2788909.250000 Penalty: 5072.691406
	Iteration 55Q: 3 clusters Score -2788909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -2788920.750000 Penalty: 5072.691406
	Iteration 56Q: 3 clusters Score -2788921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -2788929.000000 Penalty: 5072.691406
	Iteration 57Q: 3 clusters Score -2788929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -2788939.750000 Penalty: 5072.691406
	Iteration 58Q: 3 clusters Score -2788940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -2788942.500000 Penalty: 5072.691406
	Iteration 59Q: 3 clusters Score -2788942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2788947.750000 Penalty: 5072.691406
	Iteration 60F: 3 clusters Score -2788948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -2788951.000000 Penalty: 5072.691406
	Iteration 61Q: 3 clusters Score -2788951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2788954.000000 Penalty: 5072.691406
	Iteration 62Q: 3 clusters Score -2788954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -2788952.500000 Penalty: 5072.691406
	Iteration 63Q: 3 clusters Score -2788952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -2788954.250000 Penalty: 5072.691406
	Iteration 64Q: 3 clusters Score -2788954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2788957.000000 Penalty: 5072.691406
	Iteration 65Q: 3 clusters Score -2788957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -2788956.250000 Penalty: 5072.691406
	Iteration 66Q: 3 clusters Score -2788956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2788952.250000 Penalty: 5072.691406
	Iteration 67Q: 3 clusters Score -2788952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -2788952.250000 Penalty: 5072.691406
	Iteration 68F: 3 clusters Score -2788952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 191035 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 24827 members 
Entering Unmasked Estep 
Score: -225636672.000000 Penalty: 89994.429688
Splitting cluster 14 changes total score from -225612336.000000 to -225636672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (191035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191035 members 
Entering Unmasked Estep 
Score: -22825294.000000 Penalty: 3015.732422
	Iteration 0F: 2 clusters Score -2.282529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 95542 members 
Entering Unmasked Estep 
Score: -22709134.000000 Penalty: 6031.464844
	Iteration 0F: 3 clusters Score -2.270913e+07 nChanged 91727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -22763160.000000 Penalty: 6031.464844
	Iteration 1F: 3 clusters Score -2.276316e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94946 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -22764340.000000 Penalty: 6031.464844
	Iteration 2Q: 3 clusters Score -2.276434e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94460 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
Score: -22765888.000000 Penalty: 6031.464844
	Iteration 3Q: 3 clusters Score -2.276589e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93511 members 
Mstep: Class 2 contains 97524 members 
Entering Unmasked Estep 
Score: -22767918.000000 Penalty: 6031.464844
	Iteration 4Q: 3 clusters Score -2.276792e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -22770326.000000 Penalty: 6031.464844
	Iteration 5Q: 3 clusters Score -2.277033e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88639 members 
Mstep: Class 2 contains 102396 members 
Entering Unmasked Estep 
Score: -22773850.000000 Penalty: 6031.464844
	Iteration 6Q: 3 clusters Score -2.277385e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84138 members 
Mstep: Class 2 contains 106897 members 
Entering Unmasked Estep 
Score: -22778824.000000 Penalty: 6031.464844
	Iteration 7F: 3 clusters Score -2.277882e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 112922 members 
Entering Unmasked Estep 
Score: -22786254.000000 Penalty: 6031.464844
	Iteration 8F: 3 clusters Score -2.278625e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -22795796.000000 Penalty: 6031.464844
	Iteration 9F: 3 clusters Score -2.27958e+07 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 126607 members 
Entering Unmasked Estep 
Score: -22805902.000000 Penalty: 6031.464844
	Iteration 10F: 3 clusters Score -2.28059e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 131512 members 
Entering Unmasked Estep 
Score: -22814378.000000 Penalty: 6031.464844
	Iteration 11F: 3 clusters Score -2.281438e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 134695 members 
Entering Unmasked Estep 
Score: -22819630.000000 Penalty: 6031.464844
	Iteration 12Q: 3 clusters Score -2.281963e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54054 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -22822274.000000 Penalty: 6031.464844
	Iteration 13Q: 3 clusters Score -2.282227e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 138981 members 
Entering Unmasked Estep 
Score: -22823780.000000 Penalty: 6031.464844
	Iteration 14Q: 3 clusters Score -2.282378e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 140779 members 
Entering Unmasked Estep 
Score: -22824626.000000 Penalty: 6031.464844
	Iteration 15Q: 3 clusters Score -2.282463e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 142434 members 
Entering Unmasked Estep 
Score: -22825396.000000 Penalty: 6031.464844
	Iteration 16Q: 3 clusters Score -2.28254e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 143979 members 
Entering Unmasked Estep 
Score: -22825846.000000 Penalty: 6031.464844
	Iteration 17Q: 3 clusters Score -2.282585e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 145402 members 
Entering Unmasked Estep 
Score: -22826154.000000 Penalty: 6031.464844
	Iteration 18Q: 3 clusters Score -2.282615e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -22826486.000000 Penalty: 6031.464844
	Iteration 19Q: 3 clusters Score -2.282649e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 148116 members 
Entering Unmasked Estep 
Score: -22826756.000000 Penalty: 6031.464844
	Iteration 20F: 3 clusters Score -2.282676e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -22827080.000000 Penalty: 6031.464844
	Iteration 21Q: 3 clusters Score -2.282708e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 150709 members 
Entering Unmasked Estep 
Score: -22827236.000000 Penalty: 6031.464844
	Iteration 22Q: 3 clusters Score -2.282724e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -22827250.000000 Penalty: 6031.464844
	Iteration 23Q: 3 clusters Score -2.282725e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 153362 members 
Entering Unmasked Estep 
Score: -22827518.000000 Penalty: 6031.464844
	Iteration 24Q: 3 clusters Score -2.282752e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 154717 members 
Entering Unmasked Estep 
Score: -22827670.000000 Penalty: 6031.464844
	Iteration 25Q: 3 clusters Score -2.282767e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 156074 members 
Entering Unmasked Estep 
Score: -22827716.000000 Penalty: 6031.464844
	Iteration 26Q: 3 clusters Score -2.282772e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 157416 members 
Entering Unmasked Estep 
Score: -22827870.000000 Penalty: 6031.464844
	Iteration 27Q: 3 clusters Score -2.282787e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -22827926.000000 Penalty: 6031.464844
	Iteration 28Q: 3 clusters Score -2.282793e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 160014 members 
Entering Unmasked Estep 
Score: -22827940.000000 Penalty: 6031.464844
	Iteration 29Q: 3 clusters Score -2.282794e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -22827868.000000 Penalty: 6031.464844
	Iteration 30Q: 3 clusters Score -2.282787e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 162512 members 
Entering Unmasked Estep 
Score: -22827774.000000 Penalty: 6031.464844
	Iteration 31Q: 3 clusters Score -2.282777e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -22827706.000000 Penalty: 6031.464844
	Iteration 32Q: 3 clusters Score -2.282771e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -22827770.000000 Penalty: 6031.464844
	Iteration 33Q: 3 clusters Score -2.282777e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 166174 members 
Entering Unmasked Estep 
Score: -22827828.000000 Penalty: 6031.464844
	Iteration 34Q: 3 clusters Score -2.282783e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 167305 members 
Entering Unmasked Estep 
Score: -22827738.000000 Penalty: 6031.464844
	Iteration 35Q: 3 clusters Score -2.282774e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -22827690.000000 Penalty: 6031.464844
	Iteration 36Q: 3 clusters Score -2.282769e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -22827556.000000 Penalty: 6031.464844
	Iteration 37Q: 3 clusters Score -2.282756e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 170499 members 
Entering Unmasked Estep 
Score: -22827462.000000 Penalty: 6031.464844
	Iteration 38Q: 3 clusters Score -2.282746e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 171518 members 
Entering Unmasked Estep 
Score: -22827244.000000 Penalty: 6031.464844
	Iteration 39Q: 3 clusters Score -2.282724e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -22827160.000000 Penalty: 6031.464844
	Iteration 40F: 3 clusters Score -2.282716e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 173508 members 
Entering Unmasked Estep 
Score: -22827076.000000 Penalty: 6031.464844
	Iteration 41Q: 3 clusters Score -2.282708e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 174482 members 
Entering Unmasked Estep 
Score: -22827060.000000 Penalty: 6031.464844
	Iteration 42Q: 3 clusters Score -2.282706e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 175376 members 
Entering Unmasked Estep 
Score: -22827072.000000 Penalty: 6031.464844
	Iteration 43Q: 3 clusters Score -2.282707e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 176262 members 
Entering Unmasked Estep 
Score: -22827112.000000 Penalty: 6031.464844
	Iteration 44Q: 3 clusters Score -2.282711e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 177146 members 
Entering Unmasked Estep 
Score: -22827026.000000 Penalty: 6031.464844
	Iteration 45Q: 3 clusters Score -2.282703e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -22827070.000000 Penalty: 6031.464844
	Iteration 46Q: 3 clusters Score -2.282707e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 178695 members 
Entering Unmasked Estep 
Score: -22827082.000000 Penalty: 6031.464844
	Iteration 47Q: 3 clusters Score -2.282708e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 179413 members 
Entering Unmasked Estep 
Score: -22826994.000000 Penalty: 6031.464844
	Iteration 48Q: 3 clusters Score -2.282699e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 180083 members 
Entering Unmasked Estep 
Score: -22826914.000000 Penalty: 6031.464844
	Iteration 49Q: 3 clusters Score -2.282691e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 180678 members 
Entering Unmasked Estep 
Score: -22827012.000000 Penalty: 6031.464844
	Iteration 50Q: 3 clusters Score -2.282701e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 181234 members 
Entering Unmasked Estep 
Score: -22827034.000000 Penalty: 6031.464844
	Iteration 51Q: 3 clusters Score -2.282703e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 181766 members 
Entering Unmasked Estep 
Score: -22826978.000000 Penalty: 6031.464844
	Iteration 52Q: 3 clusters Score -2.282698e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 182249 members 
Entering Unmasked Estep 
Score: -22827082.000000 Penalty: 6031.464844
	Iteration 53Q: 3 clusters Score -2.282708e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 182691 members 
Entering Unmasked Estep 
Score: -22827124.000000 Penalty: 6031.464844
	Iteration 54Q: 3 clusters Score -2.282712e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 183086 members 
Entering Unmasked Estep 
Score: -22827110.000000 Penalty: 6031.464844
	Iteration 55Q: 3 clusters Score -2.282711e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 183447 members 
Entering Unmasked Estep 
Score: -22827246.000000 Penalty: 6031.464844
	Iteration 56Q: 3 clusters Score -2.282725e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 183785 members 
Entering Unmasked Estep 
Score: -22827350.000000 Penalty: 6031.464844
	Iteration 57Q: 3 clusters Score -2.282735e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 184099 members 
Entering Unmasked Estep 
Score: -22827406.000000 Penalty: 6031.464844
	Iteration 58Q: 3 clusters Score -2.282741e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 184338 members 
Entering Unmasked Estep 
Score: -22827360.000000 Penalty: 6031.464844
	Iteration 59Q: 3 clusters Score -2.282736e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 184561 members 
Entering Unmasked Estep 
Score: -22827440.000000 Penalty: 6031.464844
	Iteration 60F: 3 clusters Score -2.282744e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 184757 members 
Entering Unmasked Estep 
Score: -22827420.000000 Penalty: 6031.464844
	Iteration 61Q: 3 clusters Score -2.282742e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 184942 members 
Entering Unmasked Estep 
Score: -22827508.000000 Penalty: 6031.464844
	Iteration 62Q: 3 clusters Score -2.282751e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 185130 members 
Entering Unmasked Estep 
Score: -22827566.000000 Penalty: 6031.464844
	Iteration 63Q: 3 clusters Score -2.282757e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 185293 members 
Entering Unmasked Estep 
Score: -22827654.000000 Penalty: 6031.464844
	Iteration 64Q: 3 clusters Score -2.282765e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 185419 members 
Entering Unmasked Estep 
Score: -22827622.000000 Penalty: 6031.464844
	Iteration 65Q: 3 clusters Score -2.282762e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 185521 members 
Entering Unmasked Estep 
Score: -22827678.000000 Penalty: 6031.464844
	Iteration 66Q: 3 clusters Score -2.282768e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 185612 members 
Entering Unmasked Estep 
Score: -22827696.000000 Penalty: 6031.464844
	Iteration 67Q: 3 clusters Score -2.28277e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 185682 members 
Entering Unmasked Estep 
Score: -22827710.000000 Penalty: 6031.464844
	Iteration 68Q: 3 clusters Score -2.282771e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 185717 members 
Entering Unmasked Estep 
Score: -22827730.000000 Penalty: 6031.464844
	Iteration 69Q: 3 clusters Score -2.282773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 185746 members 
Entering Unmasked Estep 
Score: -22827754.000000 Penalty: 6031.464844
	Iteration 70Q: 3 clusters Score -2.282775e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 185764 members 
Entering Unmasked Estep 
Score: -22827732.000000 Penalty: 6031.464844
	Iteration 71Q: 3 clusters Score -2.282773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 185768 members 
Entering Unmasked Estep 
Score: -22827724.000000 Penalty: 6031.464844
	Iteration 72Q: 3 clusters Score -2.282772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 185777 members 
Entering Unmasked Estep 
Score: -22827730.000000 Penalty: 6031.464844
	Iteration 73Q: 3 clusters Score -2.282773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 185779 members 
Entering Unmasked Estep 
Score: -22827716.000000 Penalty: 6031.464844
	Iteration 74Q: 3 clusters Score -2.282772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 185782 members 
Entering Unmasked Estep 
Score: -22827718.000000 Penalty: 6031.464844
	Iteration 75Q: 3 clusters Score -2.282772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 185784 members 
Entering Unmasked Estep 
Score: -22827744.000000 Penalty: 6031.464844
	Iteration 76Q: 3 clusters Score -2.282774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 185785 members 
Entering Unmasked Estep 
Score: -22827752.000000 Penalty: 6031.464844
	Iteration 77Q: 3 clusters Score -2.282775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 185784 members 
Entering Unmasked Estep 
Score: -22827742.000000 Penalty: 6031.464844
	Iteration 78Q: 3 clusters Score -2.282774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 185786 members 
Entering Unmasked Estep 
Score: -22827744.000000 Penalty: 6031.464844
	Iteration 79Q: 3 clusters Score -2.282774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 185787 members 
Entering Unmasked Estep 
Score: -22827742.000000 Penalty: 6031.464844
	Iteration 80F: 3 clusters Score -2.282774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 185790 members 
Entering Unmasked Estep 
Score: -22827730.000000 Penalty: 6031.464844
	Iteration 81Q: 3 clusters Score -2.282773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 185790 members 
Entering Unmasked Estep 
Score: -22827730.000000 Penalty: 6031.464844
	Iteration 82F: 3 clusters Score -2.282773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 49715 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 24827 members 
Mstep: Class 26 contains 185790 members 
Entering Unmasked Estep 
Score: -225638144.000000 Penalty: 93594.210938
Splitting cluster 15 changes total score from -225612336.000000 to -225638144.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (49715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Entering Unmasked Estep 
Score: -5568552.500000 Penalty: 2681.887451
	Iteration 0F: 2 clusters Score -5568552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5535164.500000 Penalty: 5363.774902
	Iteration 0F: 3 clusters Score -5535164 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -5548590.000000 Penalty: 5363.774902
	Iteration 1F: 3 clusters Score -5548590 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -5550230.500000 Penalty: 5363.774902
	Iteration 2F: 3 clusters Score -5550230 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5552906.500000 Penalty: 5363.774902
	Iteration 3F: 3 clusters Score -5552906 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -5556462.000000 Penalty: 5363.774902
	Iteration 4F: 3 clusters Score -5556462 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5559746.500000 Penalty: 5363.774902
	Iteration 5F: 3 clusters Score -5559746 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -5561951.000000 Penalty: 5363.774902
	Iteration 6F: 3 clusters Score -5561951 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5563325.500000 Penalty: 5363.774902
	Iteration 7F: 3 clusters Score -5563326 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -5564218.000000 Penalty: 5363.774902
	Iteration 8Q: 3 clusters Score -5564218 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -5564984.500000 Penalty: 5363.774902
	Iteration 9Q: 3 clusters Score -5564984 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5565607.000000 Penalty: 5363.774902
	Iteration 10Q: 3 clusters Score -5565607 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -5566350.000000 Penalty: 5363.774902
	Iteration 11Q: 3 clusters Score -5566350 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5566998.000000 Penalty: 5363.774902
	Iteration 12Q: 3 clusters Score -5566998 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -5567520.000000 Penalty: 5363.774902
	Iteration 13Q: 3 clusters Score -5567520 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5567975.500000 Penalty: 5363.774902
	Iteration 14Q: 3 clusters Score -5567976 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -5568393.500000 Penalty: 5363.774902
	Iteration 15Q: 3 clusters Score -5568394 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -5568948.000000 Penalty: 5363.774902
	Iteration 16Q: 3 clusters Score -5568948 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -5569446.000000 Penalty: 5363.774902
	Iteration 17Q: 3 clusters Score -5569446 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -5569797.000000 Penalty: 5363.774902
	Iteration 18Q: 3 clusters Score -5569797 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5569929.000000 Penalty: 5363.774902
	Iteration 19Q: 3 clusters Score -5569929 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -5570006.500000 Penalty: 5363.774902
	Iteration 20F: 3 clusters Score -5570006 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -5570058.500000 Penalty: 5363.774902
	Iteration 21Q: 3 clusters Score -5570058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -5570063.000000 Penalty: 5363.774902
	Iteration 22Q: 3 clusters Score -5570063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5570073.000000 Penalty: 5363.774902
	Iteration 23Q: 3 clusters Score -5570073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5570075.000000 Penalty: 5363.774902
	Iteration 24Q: 3 clusters Score -5570075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5570086.500000 Penalty: 5363.774902
	Iteration 25Q: 3 clusters Score -5570086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5570087.500000 Penalty: 5363.774902
	Iteration 26Q: 3 clusters Score -5570088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5570086.000000 Penalty: 5363.774902
	Iteration 27Q: 3 clusters Score -5570086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -5570092.000000 Penalty: 5363.774902
	Iteration 28Q: 3 clusters Score -5570092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5570091.500000 Penalty: 5363.774902
	Iteration 29Q: 3 clusters Score -5570092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5570091.500000 Penalty: 5363.774902
	Iteration 30F: 3 clusters Score -5570092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 90703 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 24827 members 
Mstep: Class 26 contains 185790 members 
Mstep: Class 27 contains 5322 members 
Entering Unmasked Estep 
Score: -225637504.000000 Penalty: 97193.984375
Splitting cluster 16 changes total score from -225612336.000000 to -225637504.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (90703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Entering Unmasked Estep 
Score: -10204749.000000 Penalty: 2831.005859
	Iteration 0F: 2 clusters Score -1.020475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -10144293.000000 Penalty: 5662.011719
	Iteration 0F: 3 clusters Score -1.014429e+07 nChanged 42946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -10177634.000000 Penalty: 5662.011719
	Iteration 1F: 3 clusters Score -1.017763e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -10191740.000000 Penalty: 5662.011719
	Iteration 2F: 3 clusters Score -1.019174e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -10203966.000000 Penalty: 5662.011719
	Iteration 3F: 3 clusters Score -1.020397e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -10210305.000000 Penalty: 5662.011719
	Iteration 4F: 3 clusters Score -1.02103e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -10213548.000000 Penalty: 5662.011719
	Iteration 5Q: 3 clusters Score -1.021355e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -10215472.000000 Penalty: 5662.011719
	Iteration 6Q: 3 clusters Score -1.021547e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77966 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -10216604.000000 Penalty: 5662.011719
	Iteration 7Q: 3 clusters Score -1.02166e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -10217260.000000 Penalty: 5662.011719
	Iteration 8Q: 3 clusters Score -1.021726e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -10217676.000000 Penalty: 5662.011719
	Iteration 9Q: 3 clusters Score -1.021768e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -10217920.000000 Penalty: 5662.011719
	Iteration 10Q: 3 clusters Score -1.021792e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -10217981.000000 Penalty: 5662.011719
	Iteration 11Q: 3 clusters Score -1.021798e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -10218110.000000 Penalty: 5662.011719
	Iteration 12Q: 3 clusters Score -1.021811e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -10218176.000000 Penalty: 5662.011719
	Iteration 13Q: 3 clusters Score -1.021818e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -10218261.000000 Penalty: 5662.011719
	Iteration 14Q: 3 clusters Score -1.021826e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -10218305.000000 Penalty: 5662.011719
	Iteration 15Q: 3 clusters Score -1.02183e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -10218302.000000 Penalty: 5662.011719
	Iteration 16Q: 3 clusters Score -1.02183e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -10218317.000000 Penalty: 5662.011719
	Iteration 17Q: 3 clusters Score -1.021832e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -10218316.000000 Penalty: 5662.011719
	Iteration 18Q: 3 clusters Score -1.021832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -10218318.000000 Penalty: 5662.011719
	Iteration 19Q: 3 clusters Score -1.021832e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83653 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -10218329.000000 Penalty: 5662.011719
	Iteration 20F: 3 clusters Score -1.021833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -10218344.000000 Penalty: 5662.011719
	Iteration 21Q: 3 clusters Score -1.021834e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -10218333.000000 Penalty: 5662.011719
	Iteration 22Q: 3 clusters Score -1.021833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -10218323.000000 Penalty: 5662.011719
	Iteration 23Q: 3 clusters Score -1.021832e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83756 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -10218312.000000 Penalty: 5662.011719
	Iteration 24Q: 3 clusters Score -1.021831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -10218316.000000 Penalty: 5662.011719
	Iteration 25Q: 3 clusters Score -1.021832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83771 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -10218318.000000 Penalty: 5662.011719
	Iteration 26Q: 3 clusters Score -1.021832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -10218306.000000 Penalty: 5662.011719
	Iteration 27Q: 3 clusters Score -1.021831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -10218315.000000 Penalty: 5662.011719
	Iteration 28Q: 3 clusters Score -1.021832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83778 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -10218319.000000 Penalty: 5662.011719
	Iteration 29Q: 3 clusters Score -1.021832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -10218317.000000 Penalty: 5662.011719
	Iteration 30Q: 3 clusters Score -1.021832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -10218317.000000 Penalty: 5662.011719
	Iteration 31F: 3 clusters Score -1.021832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 83779 members 
Mstep: Class 18 contains 243435 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 24827 members 
Mstep: Class 26 contains 185790 members 
Mstep: Class 27 contains 5322 members 
Mstep: Class 28 contains 6924 members 
Entering Unmasked Estep 
Score: -225643552.000000 Penalty: 100793.765625
Splitting cluster 17 changes total score from -225612336.000000 to -225643552.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (243435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243435 members 
Entering Unmasked Estep 
Score: -27274832.000000 Penalty: 3075.845947
	Iteration 0F: 2 clusters Score -2.727483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121640 members 
Mstep: Class 2 contains 121795 members 
Entering Unmasked Estep 
Score: -27116532.000000 Penalty: 6151.691895
	Iteration 0F: 3 clusters Score -2.711653e+07 nChanged 117672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 121279 members 
Entering Unmasked Estep 
Score: -27189106.000000 Penalty: 6151.691895
	Iteration 1F: 3 clusters Score -2.718911e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123026 members 
Mstep: Class 2 contains 120409 members 
Entering Unmasked Estep 
Score: -27193884.000000 Penalty: 6151.691895
	Iteration 2Q: 3 clusters Score -2.719388e+07 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124388 members 
Mstep: Class 2 contains 119047 members 
Entering Unmasked Estep 
Score: -27200094.000000 Penalty: 6151.691895
	Iteration 3F: 3 clusters Score -2.720009e+07 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125970 members 
Mstep: Class 2 contains 117465 members 
Entering Unmasked Estep 
Score: -27207170.000000 Penalty: 6151.691895
	Iteration 4F: 3 clusters Score -2.720717e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -27214116.000000 Penalty: 6151.691895
	Iteration 5F: 3 clusters Score -2.721412e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 115956 members 
Entering Unmasked Estep 
Score: -27219874.000000 Penalty: 6151.691895
	Iteration 6F: 3 clusters Score -2.721987e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126933 members 
Mstep: Class 2 contains 116502 members 
Entering Unmasked Estep 
Score: -27225112.000000 Penalty: 6151.691895
	Iteration 7Q: 3 clusters Score -2.722511e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125471 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -27230476.000000 Penalty: 6151.691895
	Iteration 8Q: 3 clusters Score -2.723048e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123342 members 
Mstep: Class 2 contains 120093 members 
Entering Unmasked Estep 
Score: -27236548.000000 Penalty: 6151.691895
	Iteration 9Q: 3 clusters Score -2.723655e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 122408 members 
Entering Unmasked Estep 
Score: -27242514.000000 Penalty: 6151.691895
	Iteration 10Q: 3 clusters Score -2.724251e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118941 members 
Mstep: Class 2 contains 124494 members 
Entering Unmasked Estep 
Score: -27248116.000000 Penalty: 6151.691895
	Iteration 11Q: 3 clusters Score -2.724812e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 126029 members 
Entering Unmasked Estep 
Score: -27252396.000000 Penalty: 6151.691895
	Iteration 12Q: 3 clusters Score -2.72524e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116401 members 
Mstep: Class 2 contains 127034 members 
Entering Unmasked Estep 
Score: -27255074.000000 Penalty: 6151.691895
	Iteration 13Q: 3 clusters Score -2.725507e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115583 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -27256502.000000 Penalty: 6151.691895
	Iteration 14Q: 3 clusters Score -2.72565e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 128604 members 
Entering Unmasked Estep 
Score: -27257574.000000 Penalty: 6151.691895
	Iteration 15Q: 3 clusters Score -2.725757e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 129267 members 
Entering Unmasked Estep 
Score: -27258260.000000 Penalty: 6151.691895
	Iteration 16Q: 3 clusters Score -2.725826e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -27258890.000000 Penalty: 6151.691895
	Iteration 17Q: 3 clusters Score -2.725889e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 130528 members 
Entering Unmasked Estep 
Score: -27259384.000000 Penalty: 6151.691895
	Iteration 18Q: 3 clusters Score -2.725938e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112375 members 
Mstep: Class 2 contains 131060 members 
Entering Unmasked Estep 
Score: -27259714.000000 Penalty: 6151.691895
	Iteration 19Q: 3 clusters Score -2.725971e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111861 members 
Mstep: Class 2 contains 131574 members 
Entering Unmasked Estep 
Score: -27260124.000000 Penalty: 6151.691895
	Iteration 20F: 3 clusters Score -2.726012e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 131967 members 
Entering Unmasked Estep 
Score: -27260580.000000 Penalty: 6151.691895
	Iteration 21Q: 3 clusters Score -2.726058e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -27260934.000000 Penalty: 6151.691895
	Iteration 22Q: 3 clusters Score -2.726093e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -27261222.000000 Penalty: 6151.691895
	Iteration 23Q: 3 clusters Score -2.726122e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110569 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -27261418.000000 Penalty: 6151.691895
	Iteration 24Q: 3 clusters Score -2.726142e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110446 members 
Mstep: Class 2 contains 132989 members 
Entering Unmasked Estep 
Score: -27261508.000000 Penalty: 6151.691895
	Iteration 25Q: 3 clusters Score -2.726151e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 133054 members 
Entering Unmasked Estep 
Score: -27261784.000000 Penalty: 6151.691895
	Iteration 26Q: 3 clusters Score -2.726178e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110373 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -27261984.000000 Penalty: 6151.691895
	Iteration 27Q: 3 clusters Score -2.726198e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 133025 members 
Entering Unmasked Estep 
Score: -27262080.000000 Penalty: 6151.691895
	Iteration 28Q: 3 clusters Score -2.726208e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110531 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -27262096.000000 Penalty: 6151.691895
	Iteration 29Q: 3 clusters Score -2.72621e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110735 members 
Mstep: Class 2 contains 132700 members 
Entering Unmasked Estep 
Score: -27262268.000000 Penalty: 6151.691895
	Iteration 30Q: 3 clusters Score -2.726227e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110990 members 
Mstep: Class 2 contains 132445 members 
Entering Unmasked Estep 
Score: -27262246.000000 Penalty: 6151.691895
	Iteration 31Q: 3 clusters Score -2.726225e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -27262390.000000 Penalty: 6151.691895
	Iteration 32Q: 3 clusters Score -2.726239e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111699 members 
Mstep: Class 2 contains 131736 members 
Entering Unmasked Estep 
Score: -27262492.000000 Penalty: 6151.691895
	Iteration 33Q: 3 clusters Score -2.726249e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 131286 members 
Entering Unmasked Estep 
Score: -27262602.000000 Penalty: 6151.691895
	Iteration 34Q: 3 clusters Score -2.72626e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112670 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -27262808.000000 Penalty: 6151.691895
	Iteration 35Q: 3 clusters Score -2.726281e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113308 members 
Mstep: Class 2 contains 130127 members 
Entering Unmasked Estep 
Score: -27262866.000000 Penalty: 6151.691895
	Iteration 36Q: 3 clusters Score -2.726287e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 129386 members 
Entering Unmasked Estep 
Score: -27262986.000000 Penalty: 6151.691895
	Iteration 37Q: 3 clusters Score -2.726299e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114897 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -27263016.000000 Penalty: 6151.691895
	Iteration 38Q: 3 clusters Score -2.726302e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115850 members 
Mstep: Class 2 contains 127585 members 
Entering Unmasked Estep 
Score: -27263194.000000 Penalty: 6151.691895
	Iteration 39Q: 3 clusters Score -2.726319e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116955 members 
Mstep: Class 2 contains 126480 members 
Entering Unmasked Estep 
Score: -27263424.000000 Penalty: 6151.691895
	Iteration 40F: 3 clusters Score -2.726342e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118158 members 
Mstep: Class 2 contains 125277 members 
Entering Unmasked Estep 
Score: -27263798.000000 Penalty: 6151.691895
	Iteration 41Q: 3 clusters Score -2.72638e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119499 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -27264032.000000 Penalty: 6151.691895
	Iteration 42Q: 3 clusters Score -2.726403e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120931 members 
Mstep: Class 2 contains 122504 members 
Entering Unmasked Estep 
Score: -27264208.000000 Penalty: 6151.691895
	Iteration 43Q: 3 clusters Score -2.726421e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 121006 members 
Entering Unmasked Estep 
Score: -27264386.000000 Penalty: 6151.691895
	Iteration 44Q: 3 clusters Score -2.726439e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123966 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -27264518.000000 Penalty: 6151.691895
	Iteration 45Q: 3 clusters Score -2.726452e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 117854 members 
Entering Unmasked Estep 
Score: -27264728.000000 Penalty: 6151.691895
	Iteration 46Q: 3 clusters Score -2.726473e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127215 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -27264944.000000 Penalty: 6151.691895
	Iteration 47Q: 3 clusters Score -2.726494e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128870 members 
Mstep: Class 2 contains 114565 members 
Entering Unmasked Estep 
Score: -27265392.000000 Penalty: 6151.691895
	Iteration 48Q: 3 clusters Score -2.726539e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -27265798.000000 Penalty: 6151.691895
	Iteration 49Q: 3 clusters Score -2.72658e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132345 members 
Mstep: Class 2 contains 111090 members 
Entering Unmasked Estep 
Score: -27266046.000000 Penalty: 6151.691895
	Iteration 50Q: 3 clusters Score -2.726605e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134058 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -27266306.000000 Penalty: 6151.691895
	Iteration 51Q: 3 clusters Score -2.726631e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135723 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -27266458.000000 Penalty: 6151.691895
	Iteration 52Q: 3 clusters Score -2.726646e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -27266892.000000 Penalty: 6151.691895
	Iteration 53Q: 3 clusters Score -2.726689e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 104410 members 
Entering Unmasked Estep 
Score: -27267072.000000 Penalty: 6151.691895
	Iteration 54Q: 3 clusters Score -2.726707e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140673 members 
Mstep: Class 2 contains 102762 members 
Entering Unmasked Estep 
Score: -27267386.000000 Penalty: 6151.691895
	Iteration 55Q: 3 clusters Score -2.726739e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142244 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -27267484.000000 Penalty: 6151.691895
	Iteration 56Q: 3 clusters Score -2.726748e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143764 members 
Mstep: Class 2 contains 99671 members 
Entering Unmasked Estep 
Score: -27267642.000000 Penalty: 6151.691895
	Iteration 57Q: 3 clusters Score -2.726764e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145173 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -27267754.000000 Penalty: 6151.691895
	Iteration 58Q: 3 clusters Score -2.726775e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146531 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -27267842.000000 Penalty: 6151.691895
	Iteration 59Q: 3 clusters Score -2.726784e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147860 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -27267964.000000 Penalty: 6151.691895
	Iteration 60F: 3 clusters Score -2.726796e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -27268100.000000 Penalty: 6151.691895
	Iteration 61Q: 3 clusters Score -2.72681e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150407 members 
Mstep: Class 2 contains 93028 members 
Entering Unmasked Estep 
Score: -27268208.000000 Penalty: 6151.691895
	Iteration 62Q: 3 clusters Score -2.726821e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -27268274.000000 Penalty: 6151.691895
	Iteration 63Q: 3 clusters Score -2.726827e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 90616 members 
Entering Unmasked Estep 
Score: -27268518.000000 Penalty: 6151.691895
	Iteration 64Q: 3 clusters Score -2.726852e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153952 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -27268638.000000 Penalty: 6151.691895
	Iteration 65Q: 3 clusters Score -2.726864e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -27268724.000000 Penalty: 6151.691895
	Iteration 66Q: 3 clusters Score -2.726872e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156137 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -27268950.000000 Penalty: 6151.691895
	Iteration 67Q: 3 clusters Score -2.726895e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157187 members 
Mstep: Class 2 contains 86248 members 
Entering Unmasked Estep 
Score: -27268996.000000 Penalty: 6151.691895
	Iteration 68Q: 3 clusters Score -2.7269e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 85243 members 
Entering Unmasked Estep 
Score: -27269084.000000 Penalty: 6151.691895
	Iteration 69Q: 3 clusters Score -2.726908e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -27269150.000000 Penalty: 6151.691895
	Iteration 70Q: 3 clusters Score -2.726915e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -27269246.000000 Penalty: 6151.691895
	Iteration 71Q: 3 clusters Score -2.726925e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161059 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -27269366.000000 Penalty: 6151.691895
	Iteration 72Q: 3 clusters Score -2.726937e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -27269400.000000 Penalty: 6151.691895
	Iteration 73Q: 3 clusters Score -2.72694e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162854 members 
Mstep: Class 2 contains 80581 members 
Entering Unmasked Estep 
Score: -27269446.000000 Penalty: 6151.691895
	Iteration 74Q: 3 clusters Score -2.726945e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163696 members 
Mstep: Class 2 contains 79739 members 
Entering Unmasked Estep 
Score: -27269534.000000 Penalty: 6151.691895
	Iteration 75Q: 3 clusters Score -2.726953e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164516 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -27269524.000000 Penalty: 6151.691895
	Iteration 76Q: 3 clusters Score -2.726952e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165354 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -27269556.000000 Penalty: 6151.691895
	Iteration 77Q: 3 clusters Score -2.726956e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166195 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -27269600.000000 Penalty: 6151.691895
	Iteration 78Q: 3 clusters Score -2.72696e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 76415 members 
Entering Unmasked Estep 
Score: -27269714.000000 Penalty: 6151.691895
	Iteration 79Q: 3 clusters Score -2.726971e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -27269770.000000 Penalty: 6151.691895
	Iteration 80F: 3 clusters Score -2.726977e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -27269846.000000 Penalty: 6151.691895
	Iteration 81Q: 3 clusters Score -2.726985e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 73733 members 
Entering Unmasked Estep 
Score: -27269892.000000 Penalty: 6151.691895
	Iteration 82Q: 3 clusters Score -2.726989e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -27270090.000000 Penalty: 6151.691895
	Iteration 83Q: 3 clusters Score -2.727009e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171511 members 
Mstep: Class 2 contains 71924 members 
Entering Unmasked Estep 
Score: -27270114.000000 Penalty: 6151.691895
	Iteration 84Q: 3 clusters Score -2.727011e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172417 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -27270222.000000 Penalty: 6151.691895
	Iteration 85Q: 3 clusters Score -2.727022e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173313 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -27270246.000000 Penalty: 6151.691895
	Iteration 86Q: 3 clusters Score -2.727025e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174179 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -27270300.000000 Penalty: 6151.691895
	Iteration 87Q: 3 clusters Score -2.72703e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175086 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -27270296.000000 Penalty: 6151.691895
	Iteration 88Q: 3 clusters Score -2.72703e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176037 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -27270356.000000 Penalty: 6151.691895
	Iteration 89Q: 3 clusters Score -2.727036e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177000 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -27270476.000000 Penalty: 6151.691895
	Iteration 90Q: 3 clusters Score -2.727048e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -27270734.000000 Penalty: 6151.691895
	Iteration 91Q: 3 clusters Score -2.727073e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178987 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -27270918.000000 Penalty: 6151.691895
	Iteration 92Q: 3 clusters Score -2.727092e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179995 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -27270900.000000 Penalty: 6151.691895
	Iteration 93Q: 3 clusters Score -2.72709e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181065 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -27271016.000000 Penalty: 6151.691895
	Iteration 94Q: 3 clusters Score -2.727102e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182191 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -27271074.000000 Penalty: 6151.691895
	Iteration 95Q: 3 clusters Score -2.727107e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -27271216.000000 Penalty: 6151.691895
	Iteration 96Q: 3 clusters Score -2.727122e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184514 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -27271296.000000 Penalty: 6151.691895
	Iteration 97Q: 3 clusters Score -2.72713e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185712 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -27271402.000000 Penalty: 6151.691895
	Iteration 98Q: 3 clusters Score -2.72714e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187022 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -27271574.000000 Penalty: 6151.691895
	Iteration 99Q: 3 clusters Score -2.727157e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188334 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -27271736.000000 Penalty: 6151.691895
	Iteration 100F: 3 clusters Score -2.727174e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189710 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -27271846.000000 Penalty: 6151.691895
	Iteration 101Q: 3 clusters Score -2.727185e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191129 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -27272138.000000 Penalty: 6151.691895
	Iteration 102Q: 3 clusters Score -2.727214e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192602 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -27272364.000000 Penalty: 6151.691895
	Iteration 103Q: 3 clusters Score -2.727236e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194127 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -27272624.000000 Penalty: 6151.691895
	Iteration 104Q: 3 clusters Score -2.727262e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195762 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -27273010.000000 Penalty: 6151.691895
	Iteration 105Q: 3 clusters Score -2.727301e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197478 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -27273332.000000 Penalty: 6151.691895
	Iteration 106Q: 3 clusters Score -2.727333e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199152 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -27273750.000000 Penalty: 6151.691895
	Iteration 107Q: 3 clusters Score -2.727375e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200880 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -27274222.000000 Penalty: 6151.691895
	Iteration 108Q: 3 clusters Score -2.727422e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202651 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -27274726.000000 Penalty: 6151.691895
	Iteration 109Q: 3 clusters Score -2.727473e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204443 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -27275222.000000 Penalty: 6151.691895
	Iteration 110Q: 3 clusters Score -2.727522e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206301 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -27275708.000000 Penalty: 6151.691895
	Iteration 111Q: 3 clusters Score -2.727571e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208130 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -27276192.000000 Penalty: 6151.691895
	Iteration 112Q: 3 clusters Score -2.727619e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209961 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -27276596.000000 Penalty: 6151.691895
	Iteration 113Q: 3 clusters Score -2.72766e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211781 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -27277080.000000 Penalty: 6151.691895
	Iteration 114Q: 3 clusters Score -2.727708e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -27277502.000000 Penalty: 6151.691895
	Iteration 115Q: 3 clusters Score -2.72775e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215157 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -27277910.000000 Penalty: 6151.691895
	Iteration 116Q: 3 clusters Score -2.727791e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216615 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -27278138.000000 Penalty: 6151.691895
	Iteration 117Q: 3 clusters Score -2.727814e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217923 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -27278292.000000 Penalty: 6151.691895
	Iteration 118Q: 3 clusters Score -2.727829e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219141 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -27278388.000000 Penalty: 6151.691895
	Iteration 119Q: 3 clusters Score -2.727839e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220298 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -27278632.000000 Penalty: 6151.691895
	Iteration 120F: 3 clusters Score -2.727863e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221392 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -27278752.000000 Penalty: 6151.691895
	Iteration 121Q: 3 clusters Score -2.727875e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222343 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -27278922.000000 Penalty: 6151.691895
	Iteration 122Q: 3 clusters Score -2.727892e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223177 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -27279026.000000 Penalty: 6151.691895
	Iteration 123Q: 3 clusters Score -2.727903e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223955 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -27279176.000000 Penalty: 6151.691895
	Iteration 124Q: 3 clusters Score -2.727918e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224682 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -27279284.000000 Penalty: 6151.691895
	Iteration 125Q: 3 clusters Score -2.727928e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225358 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -27279404.000000 Penalty: 6151.691895
	Iteration 126Q: 3 clusters Score -2.72794e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225968 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -27279504.000000 Penalty: 6151.691895
	Iteration 127Q: 3 clusters Score -2.72795e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226505 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -27279586.000000 Penalty: 6151.691895
	Iteration 128Q: 3 clusters Score -2.727959e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226984 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -27279590.000000 Penalty: 6151.691895
	Iteration 129Q: 3 clusters Score -2.727959e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227402 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -27279532.000000 Penalty: 6151.691895
	Iteration 130Q: 3 clusters Score -2.727953e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227789 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -27279614.000000 Penalty: 6151.691895
	Iteration 131Q: 3 clusters Score -2.727961e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228126 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -27279658.000000 Penalty: 6151.691895
	Iteration 132Q: 3 clusters Score -2.727966e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228406 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -27279622.000000 Penalty: 6151.691895
	Iteration 133Q: 3 clusters Score -2.727962e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228636 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -27279630.000000 Penalty: 6151.691895
	Iteration 134Q: 3 clusters Score -2.727963e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228835 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -27279582.000000 Penalty: 6151.691895
	Iteration 135Q: 3 clusters Score -2.727958e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229020 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -27279580.000000 Penalty: 6151.691895
	Iteration 136Q: 3 clusters Score -2.727958e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229174 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -27279516.000000 Penalty: 6151.691895
	Iteration 137Q: 3 clusters Score -2.727952e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229311 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -27279534.000000 Penalty: 6151.691895
	Iteration 138Q: 3 clusters Score -2.727953e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229444 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -27279510.000000 Penalty: 6151.691895
	Iteration 139Q: 3 clusters Score -2.727951e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229574 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -27279500.000000 Penalty: 6151.691895
	Iteration 140F: 3 clusters Score -2.72795e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229671 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -27279452.000000 Penalty: 6151.691895
	Iteration 141Q: 3 clusters Score -2.727945e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229755 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -27279454.000000 Penalty: 6151.691895
	Iteration 142Q: 3 clusters Score -2.727945e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229850 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -27279458.000000 Penalty: 6151.691895
	Iteration 143Q: 3 clusters Score -2.727946e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229964 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -27279464.000000 Penalty: 6151.691895
	Iteration 144Q: 3 clusters Score -2.727946e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230069 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -27279446.000000 Penalty: 6151.691895
	Iteration 145Q: 3 clusters Score -2.727945e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230156 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -27279438.000000 Penalty: 6151.691895
	Iteration 146Q: 3 clusters Score -2.727944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230232 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -27279410.000000 Penalty: 6151.691895
	Iteration 147Q: 3 clusters Score -2.727941e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230295 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -27279434.000000 Penalty: 6151.691895
	Iteration 148Q: 3 clusters Score -2.727943e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230352 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -27279424.000000 Penalty: 6151.691895
	Iteration 149Q: 3 clusters Score -2.727942e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230416 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -27279438.000000 Penalty: 6151.691895
	Iteration 150Q: 3 clusters Score -2.727944e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230468 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -27279444.000000 Penalty: 6151.691895
	Iteration 151Q: 3 clusters Score -2.727944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230520 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -27279452.000000 Penalty: 6151.691895
	Iteration 152Q: 3 clusters Score -2.727945e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230567 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -27279454.000000 Penalty: 6151.691895
	Iteration 153Q: 3 clusters Score -2.727945e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230606 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -27279450.000000 Penalty: 6151.691895
	Iteration 154Q: 3 clusters Score -2.727945e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230651 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -27279428.000000 Penalty: 6151.691895
	Iteration 155Q: 3 clusters Score -2.727943e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230689 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -27279412.000000 Penalty: 6151.691895
	Iteration 156Q: 3 clusters Score -2.727941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230712 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -27279446.000000 Penalty: 6151.691895
	Iteration 157Q: 3 clusters Score -2.727945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230739 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -27279456.000000 Penalty: 6151.691895
	Iteration 158Q: 3 clusters Score -2.727946e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -27279436.000000 Penalty: 6151.691895
	Iteration 159Q: 3 clusters Score -2.727944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230780 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -27279440.000000 Penalty: 6151.691895
	Iteration 160F: 3 clusters Score -2.727944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230796 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -27279446.000000 Penalty: 6151.691895
	Iteration 161Q: 3 clusters Score -2.727945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230811 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -27279446.000000 Penalty: 6151.691895
	Iteration 162Q: 3 clusters Score -2.727945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230818 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -27279436.000000 Penalty: 6151.691895
	Iteration 163Q: 3 clusters Score -2.727944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230824 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -27279434.000000 Penalty: 6151.691895
	Iteration 164Q: 3 clusters Score -2.727943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230830 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -27279454.000000 Penalty: 6151.691895
	Iteration 165Q: 3 clusters Score -2.727945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230841 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -27279450.000000 Penalty: 6151.691895
	Iteration 166Q: 3 clusters Score -2.727945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230855 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -27279450.000000 Penalty: 6151.691895
	Iteration 167Q: 3 clusters Score -2.727945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230870 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -27279424.000000 Penalty: 6151.691895
	Iteration 168Q: 3 clusters Score -2.727942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230878 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -27279410.000000 Penalty: 6151.691895
	Iteration 169Q: 3 clusters Score -2.727941e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230884 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -27279408.000000 Penalty: 6151.691895
	Iteration 170Q: 3 clusters Score -2.727941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230893 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -27279396.000000 Penalty: 6151.691895
	Iteration 171Q: 3 clusters Score -2.72794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230905 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -27279418.000000 Penalty: 6151.691895
	Iteration 172Q: 3 clusters Score -2.727942e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230917 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -27279436.000000 Penalty: 6151.691895
	Iteration 173Q: 3 clusters Score -2.727944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230929 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -27279446.000000 Penalty: 6151.691895
	Iteration 174Q: 3 clusters Score -2.727945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230940 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -27279436.000000 Penalty: 6151.691895
	Iteration 175Q: 3 clusters Score -2.727944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230948 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -27279462.000000 Penalty: 6151.691895
	Iteration 176Q: 3 clusters Score -2.727946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230954 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -27279460.000000 Penalty: 6151.691895
	Iteration 177Q: 3 clusters Score -2.727946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230962 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -27279466.000000 Penalty: 6151.691895
	Iteration 178Q: 3 clusters Score -2.727947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230963 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -27279466.000000 Penalty: 6151.691895
	Iteration 179Q: 3 clusters Score -2.727947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230963 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -27279460.000000 Penalty: 6151.691895
	Iteration 180F: 3 clusters Score -2.727946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230969 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -27279432.000000 Penalty: 6151.691895
	Iteration 181Q: 3 clusters Score -2.727943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230976 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -27279440.000000 Penalty: 6151.691895
	Iteration 182Q: 3 clusters Score -2.727944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230980 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -27279440.000000 Penalty: 6151.691895
	Iteration 183Q: 3 clusters Score -2.727944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230987 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -27279436.000000 Penalty: 6151.691895
	Iteration 184Q: 3 clusters Score -2.727944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230991 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -27279458.000000 Penalty: 6151.691895
	Iteration 185Q: 3 clusters Score -2.727946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230998 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -27279430.000000 Penalty: 6151.691895
	Iteration 186Q: 3 clusters Score -2.727943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231003 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -27279464.000000 Penalty: 6151.691895
	Iteration 187Q: 3 clusters Score -2.727946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231009 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -27279450.000000 Penalty: 6151.691895
	Iteration 188Q: 3 clusters Score -2.727945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231015 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -27279444.000000 Penalty: 6151.691895
	Iteration 189Q: 3 clusters Score -2.727944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231022 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -27279436.000000 Penalty: 6151.691895
	Iteration 190Q: 3 clusters Score -2.727944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231024 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -27279442.000000 Penalty: 6151.691895
	Iteration 191Q: 3 clusters Score -2.727944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231027 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -27279434.000000 Penalty: 6151.691895
	Iteration 192Q: 3 clusters Score -2.727943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231031 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -27279436.000000 Penalty: 6151.691895
	Iteration 193Q: 3 clusters Score -2.727944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231034 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -27279438.000000 Penalty: 6151.691895
	Iteration 194Q: 3 clusters Score -2.727944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231037 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -27279428.000000 Penalty: 6151.691895
	Iteration 195Q: 3 clusters Score -2.727943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231039 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -27279438.000000 Penalty: 6151.691895
	Iteration 196Q: 3 clusters Score -2.727944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231042 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -27279448.000000 Penalty: 6151.691895
	Iteration 197Q: 3 clusters Score -2.727945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231045 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -27279452.000000 Penalty: 6151.691895
	Iteration 198Q: 3 clusters Score -2.727945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231044 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -27279460.000000 Penalty: 6151.691895
	Iteration 199Q: 3 clusters Score -2.727946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231046 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -27279456.000000 Penalty: 6151.691895
	Iteration 200F: 3 clusters Score -2.727946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231052 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -27279448.000000 Penalty: 6151.691895
	Iteration 201Q: 3 clusters Score -2.727945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231054 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -27279450.000000 Penalty: 6151.691895
	Iteration 202Q: 3 clusters Score -2.727945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231060 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -27279452.000000 Penalty: 6151.691895
	Iteration 203Q: 3 clusters Score -2.727945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231067 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -27279460.000000 Penalty: 6151.691895
	Iteration 204Q: 3 clusters Score -2.727946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231070 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -27279448.000000 Penalty: 6151.691895
	Iteration 205Q: 3 clusters Score -2.727945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231071 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -27279444.000000 Penalty: 6151.691895
	Iteration 206Q: 3 clusters Score -2.727944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231072 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -27279452.000000 Penalty: 6151.691895
	Iteration 207Q: 3 clusters Score -2.727945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231072 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -27279452.000000 Penalty: 6151.691895
	Iteration 208F: 3 clusters Score -2.727945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 83779 members 
Mstep: Class 18 contains 231072 members 
Mstep: Class 19 contains 243250 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 24827 members 
Mstep: Class 26 contains 185790 members 
Mstep: Class 27 contains 5322 members 
Mstep: Class 28 contains 6924 members 
Mstep: Class 29 contains 12363 members 
Entering Unmasked Estep 
Score: -225655248.000000 Penalty: 104393.539062
Splitting cluster 18 changes total score from -225612336.000000 to -225655248.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (243250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243250 members 
Entering Unmasked Estep 
Score: -28121906.000000 Penalty: 3075.657471
	Iteration 0F: 2 clusters Score -2.812191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121364 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -27969214.000000 Penalty: 6151.314941
	Iteration 0F: 3 clusters Score -2.796921e+07 nChanged 117658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -28040740.000000 Penalty: 6151.314941
	Iteration 1F: 3 clusters Score -2.804074e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 130514 members 
Entering Unmasked Estep 
Score: -28046264.000000 Penalty: 6151.314941
	Iteration 2Q: 3 clusters Score -2.804626e+07 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 137028 members 
Entering Unmasked Estep 
Score: -28054756.000000 Penalty: 6151.314941
	Iteration 3F: 3 clusters Score -2.805476e+07 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -28066038.000000 Penalty: 6151.314941
	Iteration 4F: 3 clusters Score -2.806604e+07 nChanged 19360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Mstep: Class 2 contains 163180 members 
Entering Unmasked Estep 
Score: -28080102.000000 Penalty: 6151.314941
	Iteration 5F: 3 clusters Score -2.80801e+07 nChanged 19563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 180723 members 
Entering Unmasked Estep 
Score: -28096134.000000 Penalty: 6151.314941
	Iteration 6F: 3 clusters Score -2.809613e+07 nChanged 17387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 197204 members 
Entering Unmasked Estep 
Score: -28110854.000000 Penalty: 6151.314941
	Iteration 7F: 3 clusters Score -2.811085e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 209480 members 
Entering Unmasked Estep 
Score: -28121686.000000 Penalty: 6151.314941
	Iteration 8F: 3 clusters Score -2.812169e+07 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 217143 members 
Entering Unmasked Estep 
Score: -28127478.000000 Penalty: 6151.314941
	Iteration 9Q: 3 clusters Score -2.812748e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 221779 members 
Entering Unmasked Estep 
Score: -28130422.000000 Penalty: 6151.314941
	Iteration 10Q: 3 clusters Score -2.813042e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 224787 members 
Entering Unmasked Estep 
Score: -28132104.000000 Penalty: 6151.314941
	Iteration 11Q: 3 clusters Score -2.81321e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 226861 members 
Entering Unmasked Estep 
Score: -28133404.000000 Penalty: 6151.314941
	Iteration 12Q: 3 clusters Score -2.81334e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 228257 members 
Entering Unmasked Estep 
Score: -28134456.000000 Penalty: 6151.314941
	Iteration 13Q: 3 clusters Score -2.813446e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 229112 members 
Entering Unmasked Estep 
Score: -28135012.000000 Penalty: 6151.314941
	Iteration 14Q: 3 clusters Score -2.813501e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 229670 members 
Entering Unmasked Estep 
Score: -28135186.000000 Penalty: 6151.314941
	Iteration 15Q: 3 clusters Score -2.813519e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 230040 members 
Entering Unmasked Estep 
Score: -28135190.000000 Penalty: 6151.314941
	Iteration 16Q: 3 clusters Score -2.813519e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 230275 members 
Entering Unmasked Estep 
Score: -28135178.000000 Penalty: 6151.314941
	Iteration 17Q: 3 clusters Score -2.813518e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 230427 members 
Entering Unmasked Estep 
Score: -28135154.000000 Penalty: 6151.314941
	Iteration 18Q: 3 clusters Score -2.813515e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 230541 members 
Entering Unmasked Estep 
Score: -28135138.000000 Penalty: 6151.314941
	Iteration 19Q: 3 clusters Score -2.813514e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 230631 members 
Entering Unmasked Estep 
Score: -28135126.000000 Penalty: 6151.314941
	Iteration 20F: 3 clusters Score -2.813513e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 230695 members 
Entering Unmasked Estep 
Score: -28135100.000000 Penalty: 6151.314941
	Iteration 21Q: 3 clusters Score -2.81351e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 230749 members 
Entering Unmasked Estep 
Score: -28135088.000000 Penalty: 6151.314941
	Iteration 22Q: 3 clusters Score -2.813509e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 230791 members 
Entering Unmasked Estep 
Score: -28135068.000000 Penalty: 6151.314941
	Iteration 23Q: 3 clusters Score -2.813507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 230826 members 
Entering Unmasked Estep 
Score: -28135062.000000 Penalty: 6151.314941
	Iteration 24Q: 3 clusters Score -2.813506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 230856 members 
Entering Unmasked Estep 
Score: -28135070.000000 Penalty: 6151.314941
	Iteration 25Q: 3 clusters Score -2.813507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 230873 members 
Entering Unmasked Estep 
Score: -28135058.000000 Penalty: 6151.314941
	Iteration 26Q: 3 clusters Score -2.813506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 230896 members 
Entering Unmasked Estep 
Score: -28135060.000000 Penalty: 6151.314941
	Iteration 27Q: 3 clusters Score -2.813506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 230917 members 
Entering Unmasked Estep 
Score: -28135040.000000 Penalty: 6151.314941
	Iteration 28Q: 3 clusters Score -2.813504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 230933 members 
Entering Unmasked Estep 
Score: -28135036.000000 Penalty: 6151.314941
	Iteration 29Q: 3 clusters Score -2.813504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 230943 members 
Entering Unmasked Estep 
Score: -28135014.000000 Penalty: 6151.314941
	Iteration 30Q: 3 clusters Score -2.813501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 230951 members 
Entering Unmasked Estep 
Score: -28135008.000000 Penalty: 6151.314941
	Iteration 31Q: 3 clusters Score -2.813501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 230963 members 
Entering Unmasked Estep 
Score: -28135006.000000 Penalty: 6151.314941
	Iteration 32Q: 3 clusters Score -2.813501e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 230973 members 
Entering Unmasked Estep 
Score: -28134996.000000 Penalty: 6151.314941
	Iteration 33Q: 3 clusters Score -2.8135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 230990 members 
Entering Unmasked Estep 
Score: -28134984.000000 Penalty: 6151.314941
	Iteration 34Q: 3 clusters Score -2.813498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 231010 members 
Entering Unmasked Estep 
Score: -28134984.000000 Penalty: 6151.314941
	Iteration 35Q: 3 clusters Score -2.813498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 231030 members 
Entering Unmasked Estep 
Score: -28134976.000000 Penalty: 6151.314941
	Iteration 36Q: 3 clusters Score -2.813498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 231050 members 
Entering Unmasked Estep 
Score: -28134966.000000 Penalty: 6151.314941
	Iteration 37Q: 3 clusters Score -2.813497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 231070 members 
Entering Unmasked Estep 
Score: -28134964.000000 Penalty: 6151.314941
	Iteration 38Q: 3 clusters Score -2.813496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 231091 members 
Entering Unmasked Estep 
Score: -28134974.000000 Penalty: 6151.314941
	Iteration 39Q: 3 clusters Score -2.813497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 231107 members 
Entering Unmasked Estep 
Score: -28134974.000000 Penalty: 6151.314941
	Iteration 40F: 3 clusters Score -2.813497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 231122 members 
Entering Unmasked Estep 
Score: -28134968.000000 Penalty: 6151.314941
	Iteration 41Q: 3 clusters Score -2.813497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 231133 members 
Entering Unmasked Estep 
Score: -28134966.000000 Penalty: 6151.314941
	Iteration 42Q: 3 clusters Score -2.813497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 231139 members 
Entering Unmasked Estep 
Score: -28134962.000000 Penalty: 6151.314941
	Iteration 43Q: 3 clusters Score -2.813496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 231145 members 
Entering Unmasked Estep 
Score: -28134972.000000 Penalty: 6151.314941
	Iteration 44Q: 3 clusters Score -2.813497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 231151 members 
Entering Unmasked Estep 
Score: -28134974.000000 Penalty: 6151.314941
	Iteration 45Q: 3 clusters Score -2.813497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 231156 members 
Entering Unmasked Estep 
Score: -28134968.000000 Penalty: 6151.314941
	Iteration 46Q: 3 clusters Score -2.813497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 231160 members 
Entering Unmasked Estep 
Score: -28134964.000000 Penalty: 6151.314941
	Iteration 47Q: 3 clusters Score -2.813496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 231161 members 
Entering Unmasked Estep 
Score: -28134984.000000 Penalty: 6151.314941
	Iteration 48Q: 3 clusters Score -2.813498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 231163 members 
Entering Unmasked Estep 
Score: -28134984.000000 Penalty: 6151.314941
	Iteration 49Q: 3 clusters Score -2.813498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 231166 members 
Entering Unmasked Estep 
Score: -28134988.000000 Penalty: 6151.314941
	Iteration 50Q: 3 clusters Score -2.813499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 231167 members 
Entering Unmasked Estep 
Score: -28134976.000000 Penalty: 6151.314941
	Iteration 51Q: 3 clusters Score -2.813498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 231169 members 
Entering Unmasked Estep 
Score: -28134976.000000 Penalty: 6151.314941
	Iteration 52Q: 3 clusters Score -2.813498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 231169 members 
Entering Unmasked Estep 
Score: -28134976.000000 Penalty: 6151.314941
	Iteration 53F: 3 clusters Score -2.813498e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 5 contains 26573 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 83779 members 
Mstep: Class 18 contains 231072 members 
Mstep: Class 19 contains 12081 members 
Mstep: Class 20 contains 9068 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 171902 members 
Mstep: Class 23 contains 6642 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 24827 members 
Mstep: Class 26 contains 185790 members 
Mstep: Class 27 contains 5322 members 
Mstep: Class 28 contains 6924 members 
Mstep: Class 29 contains 12363 members 
Mstep: Class 30 contains 231169 members 
Entering Unmasked Estep 
Score: -225666640.000000 Penalty: 107993.320312
Splitting cluster 19 changes total score from -225612336.000000 to -225666640.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2558 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 72390 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 55156 members 
Mstep: Class 6 contains 136119 members 
Mstep: Class 7 contains 40553 members 
Mstep: Class 8 contains 9946 members 
Mstep: Class 9 contains 16253 members 
Mstep: Class 10 contains 106969 members 
Mstep: Class 11 contains 187899 members 
Mstep: Class 12 contains 259050 members 
Mstep: Class 13 contains 33487 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 5245 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 83779 members 
Mstep: Class 18 contains 231072 members 
Mstep: Class 19 contains 12081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225684848.000000 Penalty: 107993.320312
Iteration 39Q: 31 clusters Score -2.256848e+08 nChanged 43332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2545 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 71220 members 
Mstep: Class 3 contains 3893 members 
Mstep: Class 4 contains 54530 members 
Mstep: Class 5 contains 26347 members 
Mstep: Class 6 contains 140068 members 
Mstep: Class 7 contains 39630 members 
Mstep: Class 8 contains 10597 members 
Mstep: Class 9 contains 16535 members 
Mstep: Class 10 contains 106988 members 
Mstep: Class 11 contains 186973 members 
Mstep: Class 12 contains 257902 members 
Mstep: Class 13 contains 33587 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 5972 members 
Mstep: Class 16 contains 44754 members 
Mstep: Class 17 contains 89447 members 
Mstep: Class 18 contains 233730 members 
Mstep: Class 19 contains 12487 members 
Mstep: Class 20 contains 8894 members 
Mstep: Class 21 contains 2597 members 
Mstep: Class 22 contains 169944 members 
Mstep: Class 23 contains 6721 members 
Mstep: Class 24 contains 11071 members 
Mstep: Class 25 contains 23102 members 
Mstep: Class 26 contains 182383 members 
Mstep: Class 27 contains 5403 members 
Mstep: Class 28 contains 6761 members 
Mstep: Class 29 contains 13373 members 
Mstep: Class 30 contains 226474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225709760.000000 Penalty: 107993.320312
Iteration 40F: 31 clusters Score -2.257098e+08 nChanged 40818
Entering Unmasked Mstep 
Mstep: Class 0 contains 2305 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 69929 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 53568 members 
Mstep: Class 5 contains 26277 members 
Mstep: Class 6 contains 142872 members 
Mstep: Class 7 contains 38441 members 
Mstep: Class 8 contains 11189 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 10 contains 106508 members 
Mstep: Class 11 contains 183323 members 
Mstep: Class 12 contains 255146 members 
Mstep: Class 13 contains 32341 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 6441 members 
Mstep: Class 16 contains 43176 members 
Mstep: Class 17 contains 92745 members 
Mstep: Class 18 contains 230884 members 
Mstep: Class 19 contains 12751 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 2714 members 
Mstep: Class 22 contains 172861 members 
Mstep: Class 23 contains 7878 members 
Mstep: Class 24 contains 12059 members 
Mstep: Class 25 contains 23389 members 
Mstep: Class 26 contains 183791 members 
Mstep: Class 27 contains 5473 members 
Mstep: Class 28 contains 7001 members 
Mstep: Class 29 contains 14068 members 
Mstep: Class 30 contains 226582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225729936.000000 Penalty: 107993.320312
Iteration 41Q: 31 clusters Score -2.257299e+08 nChanged 29606
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 68995 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 52744 members 
Mstep: Class 5 contains 26222 members 
Mstep: Class 6 contains 145683 members 
Mstep: Class 7 contains 37700 members 
Mstep: Class 8 contains 11966 members 
Mstep: Class 9 contains 16462 members 
Mstep: Class 10 contains 106203 members 
Mstep: Class 11 contains 180003 members 
Mstep: Class 12 contains 253044 members 
Mstep: Class 13 contains 31202 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 15 contains 6878 members 
Mstep: Class 16 contains 41618 members 
Mstep: Class 17 contains 95489 members 
Mstep: Class 18 contains 228627 members 
Mstep: Class 19 contains 13011 members 
Mstep: Class 20 contains 9095 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 175029 members 
Mstep: Class 23 contains 8629 members 
Mstep: Class 24 contains 13018 members 
Mstep: Class 25 contains 23662 members 
Mstep: Class 26 contains 184933 members 
Mstep: Class 27 contains 5574 members 
Mstep: Class 28 contains 7641 members 
Mstep: Class 29 contains 14706 members 
Mstep: Class 30 contains 226493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225736208.000000 Penalty: 107993.320312
Iteration 42Q: 31 clusters Score -2.257362e+08 nChanged 25540
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 68217 members 
Mstep: Class 3 contains 4673 members 
Mstep: Class 4 contains 52115 members 
Mstep: Class 5 contains 26165 members 
Mstep: Class 6 contains 148508 members 
Mstep: Class 7 contains 37254 members 
Mstep: Class 8 contains 12719 members 
Mstep: Class 9 contains 16475 members 
Mstep: Class 10 contains 106098 members 
Mstep: Class 11 contains 176671 members 
Mstep: Class 12 contains 251054 members 
Mstep: Class 13 contains 30108 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 7263 members 
Mstep: Class 16 contains 40122 members 
Mstep: Class 17 contains 97678 members 
Mstep: Class 18 contains 226283 members 
Mstep: Class 19 contains 13256 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 2944 members 
Mstep: Class 22 contains 176849 members 
Mstep: Class 23 contains 9256 members 
Mstep: Class 24 contains 14042 members 
Mstep: Class 25 contains 23837 members 
Mstep: Class 26 contains 186157 members 
Mstep: Class 27 contains 5655 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 15237 members 
Mstep: Class 30 contains 226353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225740960.000000 Penalty: 107993.320312
Iteration 43Q: 31 clusters Score -2.25741e+08 nChanged 23818
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 67580 members 
Mstep: Class 3 contains 4888 members 
Mstep: Class 4 contains 51601 members 
Mstep: Class 5 contains 26088 members 
Mstep: Class 6 contains 151378 members 
Mstep: Class 7 contains 36961 members 
Mstep: Class 8 contains 13488 members 
Mstep: Class 9 contains 16512 members 
Mstep: Class 10 contains 106060 members 
Mstep: Class 11 contains 173349 members 
Mstep: Class 12 contains 249221 members 
Mstep: Class 13 contains 29079 members 
Mstep: Class 14 contains 2906 members 
Mstep: Class 15 contains 7608 members 
Mstep: Class 16 contains 38685 members 
Mstep: Class 17 contains 99574 members 
Mstep: Class 18 contains 224007 members 
Mstep: Class 19 contains 13479 members 
Mstep: Class 20 contains 9091 members 
Mstep: Class 21 contains 3069 members 
Mstep: Class 22 contains 178089 members 
Mstep: Class 23 contains 9766 members 
Mstep: Class 24 contains 15086 members 
Mstep: Class 25 contains 23936 members 
Mstep: Class 26 contains 187342 members 
Mstep: Class 27 contains 5733 members 
Mstep: Class 28 contains 9109 members 
Mstep: Class 29 contains 15747 members 
Mstep: Class 30 contains 226329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225744912.000000 Penalty: 107993.320312
Iteration 44Q: 31 clusters Score -2.257449e+08 nChanged 22333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 67087 members 
Mstep: Class 3 contains 5076 members 
Mstep: Class 4 contains 51184 members 
Mstep: Class 5 contains 26000 members 
Mstep: Class 6 contains 154201 members 
Mstep: Class 7 contains 36770 members 
Mstep: Class 8 contains 14235 members 
Mstep: Class 9 contains 16490 members 
Mstep: Class 10 contains 106041 members 
Mstep: Class 11 contains 170244 members 
Mstep: Class 12 contains 247391 members 
Mstep: Class 13 contains 28172 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 7934 members 
Mstep: Class 16 contains 37238 members 
Mstep: Class 17 contains 101413 members 
Mstep: Class 18 contains 221767 members 
Mstep: Class 19 contains 13651 members 
Mstep: Class 20 contains 9084 members 
Mstep: Class 21 contains 3147 members 
Mstep: Class 22 contains 179027 members 
Mstep: Class 23 contains 10163 members 
Mstep: Class 24 contains 16088 members 
Mstep: Class 25 contains 23984 members 
Mstep: Class 26 contains 188551 members 
Mstep: Class 27 contains 5797 members 
Mstep: Class 28 contains 9821 members 
Mstep: Class 29 contains 16165 members 
Mstep: Class 30 contains 226415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225747584.000000 Penalty: 107993.320312
Iteration 45Q: 31 clusters Score -2.257476e+08 nChanged 21315
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 66672 members 
Mstep: Class 3 contains 5267 members 
Mstep: Class 4 contains 50804 members 
Mstep: Class 5 contains 25915 members 
Mstep: Class 6 contains 156951 members 
Mstep: Class 7 contains 36597 members 
Mstep: Class 8 contains 15027 members 
Mstep: Class 9 contains 16510 members 
Mstep: Class 10 contains 106087 members 
Mstep: Class 11 contains 167308 members 
Mstep: Class 12 contains 245679 members 
Mstep: Class 13 contains 27403 members 
Mstep: Class 14 contains 2601 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 35776 members 
Mstep: Class 17 contains 103133 members 
Mstep: Class 18 contains 219637 members 
Mstep: Class 19 contains 13785 members 
Mstep: Class 20 contains 9086 members 
Mstep: Class 21 contains 3222 members 
Mstep: Class 22 contains 179580 members 
Mstep: Class 23 contains 10467 members 
Mstep: Class 24 contains 17078 members 
Mstep: Class 25 contains 24049 members 
Mstep: Class 26 contains 189662 members 
Mstep: Class 27 contains 5862 members 
Mstep: Class 28 contains 10439 members 
Mstep: Class 29 contains 16536 members 
Mstep: Class 30 contains 226584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225750944.000000 Penalty: 107993.320312
Iteration 46Q: 31 clusters Score -2.257509e+08 nChanged 20370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 66300 members 
Mstep: Class 3 contains 5449 members 
Mstep: Class 4 contains 50496 members 
Mstep: Class 5 contains 25805 members 
Mstep: Class 6 contains 159613 members 
Mstep: Class 7 contains 36460 members 
Mstep: Class 8 contains 15801 members 
Mstep: Class 9 contains 16519 members 
Mstep: Class 10 contains 106133 members 
Mstep: Class 11 contains 164712 members 
Mstep: Class 12 contains 243938 members 
Mstep: Class 13 contains 26740 members 
Mstep: Class 14 contains 2521 members 
Mstep: Class 15 contains 8545 members 
Mstep: Class 16 contains 34396 members 
Mstep: Class 17 contains 104755 members 
Mstep: Class 18 contains 217565 members 
Mstep: Class 19 contains 13894 members 
Mstep: Class 20 contains 9075 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 179886 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 18026 members 
Mstep: Class 25 contains 24131 members 
Mstep: Class 26 contains 190729 members 
Mstep: Class 27 contains 5927 members 
Mstep: Class 28 contains 10956 members 
Mstep: Class 29 contains 16911 members 
Mstep: Class 30 contains 226766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225752128.000000 Penalty: 107993.320312
Iteration 47Q: 31 clusters Score -2.257521e+08 nChanged 19395
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 65941 members 
Mstep: Class 3 contains 5633 members 
Mstep: Class 4 contains 50228 members 
Mstep: Class 5 contains 25689 members 
Mstep: Class 6 contains 162174 members 
Mstep: Class 7 contains 36333 members 
Mstep: Class 8 contains 16561 members 
Mstep: Class 9 contains 16529 members 
Mstep: Class 10 contains 106179 members 
Mstep: Class 11 contains 162284 members 
Mstep: Class 12 contains 242211 members 
Mstep: Class 13 contains 26200 members 
Mstep: Class 14 contains 2475 members 
Mstep: Class 15 contains 8838 members 
Mstep: Class 16 contains 33092 members 
Mstep: Class 17 contains 106344 members 
Mstep: Class 18 contains 215557 members 
Mstep: Class 19 contains 13991 members 
Mstep: Class 20 contains 9053 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 179999 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 24235 members 
Mstep: Class 26 contains 191747 members 
Mstep: Class 27 contains 5982 members 
Mstep: Class 28 contains 11403 members 
Mstep: Class 29 contains 17249 members 
Mstep: Class 30 contains 227012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225752816.000000 Penalty: 107993.320312
Iteration 48Q: 31 clusters Score -2.257528e+08 nChanged 18628
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 65637 members 
Mstep: Class 3 contains 5821 members 
Mstep: Class 4 contains 49999 members 
Mstep: Class 5 contains 25566 members 
Mstep: Class 6 contains 164575 members 
Mstep: Class 7 contains 36195 members 
Mstep: Class 8 contains 17281 members 
Mstep: Class 9 contains 16540 members 
Mstep: Class 10 contains 106190 members 
Mstep: Class 11 contains 160056 members 
Mstep: Class 12 contains 240408 members 
Mstep: Class 13 contains 25741 members 
Mstep: Class 14 contains 2439 members 
Mstep: Class 15 contains 9142 members 
Mstep: Class 16 contains 31778 members 
Mstep: Class 17 contains 107890 members 
Mstep: Class 18 contains 213627 members 
Mstep: Class 19 contains 14072 members 
Mstep: Class 20 contains 9041 members 
Mstep: Class 21 contains 3414 members 
Mstep: Class 22 contains 180069 members 
Mstep: Class 23 contains 10991 members 
Mstep: Class 24 contains 19868 members 
Mstep: Class 25 contains 24369 members 
Mstep: Class 26 contains 192805 members 
Mstep: Class 27 contains 6039 members 
Mstep: Class 28 contains 11762 members 
Mstep: Class 29 contains 17533 members 
Mstep: Class 30 contains 227301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225755008.000000 Penalty: 107993.320312
Iteration 49Q: 31 clusters Score -2.25755e+08 nChanged 17331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 65358 members 
Mstep: Class 3 contains 6017 members 
Mstep: Class 4 contains 49777 members 
Mstep: Class 5 contains 25453 members 
Mstep: Class 6 contains 166646 members 
Mstep: Class 7 contains 36080 members 
Mstep: Class 8 contains 18017 members 
Mstep: Class 9 contains 16574 members 
Mstep: Class 10 contains 106169 members 
Mstep: Class 11 contains 158168 members 
Mstep: Class 12 contains 238700 members 
Mstep: Class 13 contains 25362 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 9396 members 
Mstep: Class 16 contains 30570 members 
Mstep: Class 17 contains 109379 members 
Mstep: Class 18 contains 211724 members 
Mstep: Class 19 contains 14127 members 
Mstep: Class 20 contains 9036 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 180011 members 
Mstep: Class 23 contains 11113 members 
Mstep: Class 24 contains 20707 members 
Mstep: Class 25 contains 24500 members 
Mstep: Class 26 contains 193900 members 
Mstep: Class 27 contains 6077 members 
Mstep: Class 28 contains 12070 members 
Mstep: Class 29 contains 17802 members 
Mstep: Class 30 contains 227575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225755312.000000 Penalty: 107993.320312
Iteration 50Q: 31 clusters Score -2.257553e+08 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 65118 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 49568 members 
Mstep: Class 5 contains 25339 members 
Mstep: Class 6 contains 168528 members 
Mstep: Class 7 contains 35969 members 
Mstep: Class 8 contains 18739 members 
Mstep: Class 9 contains 16630 members 
Mstep: Class 10 contains 106068 members 
Mstep: Class 11 contains 156394 members 
Mstep: Class 12 contains 237100 members 
Mstep: Class 13 contains 25069 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 9633 members 
Mstep: Class 16 contains 29531 members 
Mstep: Class 17 contains 110797 members 
Mstep: Class 18 contains 209922 members 
Mstep: Class 19 contains 14168 members 
Mstep: Class 20 contains 9026 members 
Mstep: Class 21 contains 3541 members 
Mstep: Class 22 contains 179854 members 
Mstep: Class 23 contains 11216 members 
Mstep: Class 24 contains 21472 members 
Mstep: Class 25 contains 24632 members 
Mstep: Class 26 contains 194939 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 12358 members 
Mstep: Class 29 contains 18049 members 
Mstep: Class 30 contains 227870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754880.000000 Penalty: 107993.320312
Iteration 51Q: 31 clusters Score -2.257549e+08 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 64888 members 
Mstep: Class 3 contains 6377 members 
Mstep: Class 4 contains 49358 members 
Mstep: Class 5 contains 25240 members 
Mstep: Class 6 contains 170050 members 
Mstep: Class 7 contains 35882 members 
Mstep: Class 8 contains 19444 members 
Mstep: Class 9 contains 16713 members 
Mstep: Class 10 contains 105973 members 
Mstep: Class 11 contains 154765 members 
Mstep: Class 12 contains 235777 members 
Mstep: Class 13 contains 24840 members 
Mstep: Class 14 contains 2372 members 
Mstep: Class 15 contains 9858 members 
Mstep: Class 16 contains 28625 members 
Mstep: Class 17 contains 112100 members 
Mstep: Class 18 contains 208174 members 
Mstep: Class 19 contains 14205 members 
Mstep: Class 20 contains 9023 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 179622 members 
Mstep: Class 23 contains 11316 members 
Mstep: Class 24 contains 22150 members 
Mstep: Class 25 contains 24794 members 
Mstep: Class 26 contains 195950 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 12617 members 
Mstep: Class 29 contains 18244 members 
Mstep: Class 30 contains 228163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754624.000000 Penalty: 107993.320312
Iteration 52Q: 31 clusters Score -2.257546e+08 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 64695 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 49156 members 
Mstep: Class 5 contains 25161 members 
Mstep: Class 6 contains 171307 members 
Mstep: Class 7 contains 35789 members 
Mstep: Class 8 contains 20163 members 
Mstep: Class 9 contains 16748 members 
Mstep: Class 10 contains 105887 members 
Mstep: Class 11 contains 153297 members 
Mstep: Class 12 contains 234663 members 
Mstep: Class 13 contains 24695 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 10058 members 
Mstep: Class 16 contains 27858 members 
Mstep: Class 17 contains 113288 members 
Mstep: Class 18 contains 206433 members 
Mstep: Class 19 contains 14228 members 
Mstep: Class 20 contains 9018 members 
Mstep: Class 21 contains 3648 members 
Mstep: Class 22 contains 179295 members 
Mstep: Class 23 contains 11401 members 
Mstep: Class 24 contains 22789 members 
Mstep: Class 25 contains 24994 members 
Mstep: Class 26 contains 196992 members 
Mstep: Class 27 contains 6160 members 
Mstep: Class 28 contains 12881 members 
Mstep: Class 29 contains 18428 members 
Mstep: Class 30 contains 228355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225753536.000000 Penalty: 107993.320312
Iteration 53Q: 31 clusters Score -2.257535e+08 nChanged 12571
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 64528 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 48980 members 
Mstep: Class 5 contains 25077 members 
Mstep: Class 6 contains 172282 members 
Mstep: Class 7 contains 35701 members 
Mstep: Class 8 contains 20836 members 
Mstep: Class 9 contains 16801 members 
Mstep: Class 10 contains 105809 members 
Mstep: Class 11 contains 151938 members 
Mstep: Class 12 contains 233877 members 
Mstep: Class 13 contains 24603 members 
Mstep: Class 14 contains 2337 members 
Mstep: Class 15 contains 10264 members 
Mstep: Class 16 contains 27234 members 
Mstep: Class 17 contains 114361 members 
Mstep: Class 18 contains 204692 members 
Mstep: Class 19 contains 14245 members 
Mstep: Class 20 contains 9012 members 
Mstep: Class 21 contains 3709 members 
Mstep: Class 22 contains 178903 members 
Mstep: Class 23 contains 11471 members 
Mstep: Class 24 contains 23380 members 
Mstep: Class 25 contains 25168 members 
Mstep: Class 26 contains 197976 members 
Mstep: Class 27 contains 6178 members 
Mstep: Class 28 contains 13113 members 
Mstep: Class 29 contains 18632 members 
Mstep: Class 30 contains 228509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225753024.000000 Penalty: 107993.320312
Iteration 54Q: 31 clusters Score -2.25753e+08 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 64378 members 
Mstep: Class 3 contains 6868 members 
Mstep: Class 4 contains 48806 members 
Mstep: Class 5 contains 25003 members 
Mstep: Class 6 contains 173163 members 
Mstep: Class 7 contains 35604 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 16861 members 
Mstep: Class 10 contains 105699 members 
Mstep: Class 11 contains 150491 members 
Mstep: Class 12 contains 233262 members 
Mstep: Class 13 contains 24472 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 26758 members 
Mstep: Class 17 contains 115398 members 
Mstep: Class 18 contains 203055 members 
Mstep: Class 19 contains 14257 members 
Mstep: Class 20 contains 9013 members 
Mstep: Class 21 contains 3772 members 
Mstep: Class 22 contains 178535 members 
Mstep: Class 23 contains 11525 members 
Mstep: Class 24 contains 23929 members 
Mstep: Class 25 contains 25320 members 
Mstep: Class 26 contains 198912 members 
Mstep: Class 27 contains 6184 members 
Mstep: Class 28 contains 13302 members 
Mstep: Class 29 contains 18833 members 
Mstep: Class 30 contains 228596 members 
Entering Unmasked Estep 
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Score: -225753424.000000 Penalty: 107993.320312
Iteration 55Q: 31 clusters Score -2.257534e+08 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 64233 members 
Mstep: Class 3 contains 7015 members 
Mstep: Class 4 contains 48648 members 
Mstep: Class 5 contains 24951 members 
Mstep: Class 6 contains 173962 members 
Mstep: Class 7 contains 35517 members 
Mstep: Class 8 contains 22243 members 
Mstep: Class 9 contains 16902 members 
Mstep: Class 10 contains 105592 members 
Mstep: Class 11 contains 149018 members 
Mstep: Class 12 contains 232806 members 
Mstep: Class 13 contains 24389 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 10570 members 
Mstep: Class 16 contains 26388 members 
Mstep: Class 17 contains 116336 members 
Mstep: Class 18 contains 201452 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 9008 members 
Mstep: Class 21 contains 3844 members 
Mstep: Class 22 contains 178111 members 
Mstep: Class 23 contains 11580 members 
Mstep: Class 24 contains 24456 members 
Mstep: Class 25 contains 25486 members 
Mstep: Class 26 contains 199867 members 
Mstep: Class 27 contains 6206 members 
Mstep: Class 28 contains 13450 members 
Mstep: Class 29 contains 19015 members 
Mstep: Class 30 contains 228632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225752976.000000 Penalty: 107993.320312
Iteration 56Q: 31 clusters Score -2.25753e+08 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 64120 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 48515 members 
Mstep: Class 5 contains 24906 members 
Mstep: Class 6 contains 174594 members 
Mstep: Class 7 contains 35479 members 
Mstep: Class 8 contains 22890 members 
Mstep: Class 9 contains 16926 members 
Mstep: Class 10 contains 105486 members 
Mstep: Class 11 contains 147575 members 
Mstep: Class 12 contains 232566 members 
Mstep: Class 13 contains 24321 members 
Mstep: Class 14 contains 2410 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 26084 members 
Mstep: Class 17 contains 117180 members 
Mstep: Class 18 contains 199865 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 3915 members 
Mstep: Class 22 contains 177653 members 
Mstep: Class 23 contains 11635 members 
Mstep: Class 24 contains 24974 members 
Mstep: Class 25 contains 25641 members 
Mstep: Class 26 contains 200834 members 
Mstep: Class 27 contains 6230 members 
Mstep: Class 28 contains 13586 members 
Mstep: Class 29 contains 19168 members 
Mstep: Class 30 contains 228635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225751888.000000 Penalty: 107993.320312
Iteration 57Q: 31 clusters Score -2.257519e+08 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 64019 members 
Mstep: Class 3 contains 7268 members 
Mstep: Class 4 contains 48394 members 
Mstep: Class 5 contains 24871 members 
Mstep: Class 6 contains 175086 members 
Mstep: Class 7 contains 35423 members 
Mstep: Class 8 contains 23480 members 
Mstep: Class 9 contains 16936 members 
Mstep: Class 10 contains 105422 members 
Mstep: Class 11 contains 146192 members 
Mstep: Class 12 contains 232436 members 
Mstep: Class 13 contains 24263 members 
Mstep: Class 14 contains 2428 members 
Mstep: Class 15 contains 10804 members 
Mstep: Class 16 contains 25822 members 
Mstep: Class 17 contains 117948 members 
Mstep: Class 18 contains 198326 members 
Mstep: Class 19 contains 14300 members 
Mstep: Class 20 contains 9020 members 
Mstep: Class 21 contains 4001 members 
Mstep: Class 22 contains 177216 members 
Mstep: Class 23 contains 11681 members 
Mstep: Class 24 contains 25495 members 
Mstep: Class 25 contains 25777 members 
Mstep: Class 26 contains 201818 members 
Mstep: Class 27 contains 6247 members 
Mstep: Class 28 contains 13705 members 
Mstep: Class 29 contains 19328 members 
Mstep: Class 30 contains 228636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225752064.000000 Penalty: 107993.320312
Iteration 58Q: 31 clusters Score -2.257521e+08 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 63922 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 4 contains 48286 members 
Mstep: Class 5 contains 24832 members 
Mstep: Class 6 contains 175485 members 
Mstep: Class 7 contains 35366 members 
Mstep: Class 8 contains 23980 members 
Mstep: Class 9 contains 16948 members 
Mstep: Class 10 contains 105377 members 
Mstep: Class 11 contains 144837 members 
Mstep: Class 12 contains 232453 members 
Mstep: Class 13 contains 24221 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 10913 members 
Mstep: Class 16 contains 25581 members 
Mstep: Class 17 contains 118651 members 
Mstep: Class 18 contains 196822 members 
Mstep: Class 19 contains 14301 members 
Mstep: Class 20 contains 9027 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 176843 members 
Mstep: Class 23 contains 11739 members 
Mstep: Class 24 contains 26004 members 
Mstep: Class 25 contains 25860 members 
Mstep: Class 26 contains 202764 members 
Mstep: Class 27 contains 6270 members 
Mstep: Class 28 contains 13816 members 
Mstep: Class 29 contains 19476 members 
Mstep: Class 30 contains 228648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225751520.000000 Penalty: 107993.320312
Iteration 59Q: 31 clusters Score -2.257515e+08 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 2295 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 63835 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 4 contains 48179 members 
Mstep: Class 5 contains 24803 members 
Mstep: Class 6 contains 175883 members 
Mstep: Class 7 contains 35314 members 
Mstep: Class 8 contains 24419 members 
Mstep: Class 9 contains 16965 members 
Mstep: Class 10 contains 105342 members 
Mstep: Class 11 contains 143458 members 
Mstep: Class 12 contains 232521 members 
Mstep: Class 13 contains 24190 members 
Mstep: Class 14 contains 2466 members 
Mstep: Class 15 contains 11006 members 
Mstep: Class 16 contains 25406 members 
Mstep: Class 17 contains 119330 members 
Mstep: Class 18 contains 195388 members 
Mstep: Class 19 contains 14301 members 
Mstep: Class 20 contains 9029 members 
Mstep: Class 21 contains 4220 members 
Mstep: Class 22 contains 176511 members 
Mstep: Class 23 contains 11784 members 
Mstep: Class 24 contains 26461 members 
Mstep: Class 25 contains 25906 members 
Mstep: Class 26 contains 203678 members 
Mstep: Class 27 contains 6280 members 
Mstep: Class 28 contains 13919 members 
Mstep: Class 29 contains 19625 members 
Mstep: Class 30 contains 228663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225804976.000000 Penalty: 107993.320312
Iteration 60F: 31 clusters Score -2.25805e+08 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 983 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 63742 members 
Mstep: Class 3 contains 7654 members 
Mstep: Class 4 contains 48087 members 
Mstep: Class 5 contains 24782 members 
Mstep: Class 6 contains 176278 members 
Mstep: Class 7 contains 35278 members 
Mstep: Class 8 contains 24872 members 
Mstep: Class 9 contains 16961 members 
Mstep: Class 10 contains 105268 members 
Mstep: Class 11 contains 142051 members 
Mstep: Class 12 contains 232642 members 
Mstep: Class 13 contains 24175 members 
Mstep: Class 14 contains 3781 members 
Mstep: Class 15 contains 11093 members 
Mstep: Class 16 contains 25278 members 
Mstep: Class 17 contains 119932 members 
Mstep: Class 18 contains 193959 members 
Mstep: Class 19 contains 14299 members 
Mstep: Class 20 contains 9033 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 176141 members 
Mstep: Class 23 contains 11811 members 
Mstep: Class 24 contains 26989 members 
Mstep: Class 25 contains 25868 members 
Mstep: Class 26 contains 204614 members 
Mstep: Class 27 contains 6289 members 
Mstep: Class 28 contains 14033 members 
Mstep: Class 29 contains 19766 members 
Mstep: Class 30 contains 228678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 31 clusters Score -2.2588e+08 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 63645 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 24763 members 
Mstep: Class 6 contains 176540 members 
Mstep: Class 7 contains 35243 members 
Mstep: Class 8 contains 25251 members 
Mstep: Class 9 contains 16956 members 
Mstep: Class 10 contains 105205 members 
Mstep: Class 11 contains 140910 members 
Mstep: Class 12 contains 232885 members 
Mstep: Class 13 contains 24150 members 
Mstep: Class 14 contains 2818 members 
Mstep: Class 15 contains 11192 members 
Mstep: Class 16 contains 25182 members 
Mstep: Class 17 contains 120654 members 
Mstep: Class 18 contains 192644 members 
Mstep: Class 19 contains 14295 members 
Mstep: Class 20 contains 9040 members 
Mstep: Class 21 contains 4531 members 
Mstep: Class 22 contains 175789 members 
Mstep: Class 23 contains 11831 members 
Mstep: Class 24 contains 27665 members 
Mstep: Class 25 contains 26131 members 
Mstep: Class 26 contains 205506 members 
Mstep: Class 27 contains 6304 members 
Mstep: Class 28 contains 14305 members 
Mstep: Class 29 contains 19871 members 
Mstep: Class 30 contains 228678 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -2.258825e+08 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 63575 members 
Mstep: Class 3 contains 8003 members 
Mstep: Class 4 contains 47908 members 
Mstep: Class 5 contains 24748 members 
Mstep: Class 6 contains 176807 members 
Mstep: Class 7 contains 35207 members 
Mstep: Class 8 contains 25582 members 
Mstep: Class 9 contains 16941 members 
Mstep: Class 10 contains 105157 members 
Mstep: Class 11 contains 139542 members 
Mstep: Class 12 contains 233082 members 
Mstep: Class 13 contains 24116 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 11287 members 
Mstep: Class 16 contains 25113 members 
Mstep: Class 17 contains 121088 members 
Mstep: Class 18 contains 191323 members 
Mstep: Class 19 contains 14288 members 
Mstep: Class 20 contains 9047 members 
Mstep: Class 21 contains 4712 members 
Mstep: Class 22 contains 175578 members 
Mstep: Class 23 contains 11864 members 
Mstep: Class 24 contains 28206 members 
Mstep: Class 25 contains 26339 members 
Mstep: Class 26 contains 206448 members 
Mstep: Class 27 contains 6321 members 
Mstep: Class 28 contains 14554 members 
Mstep: Class 29 contains 19966 members 
Mstep: Class 30 contains 228627 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -2.258843e+08 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 63487 members 
Mstep: Class 3 contains 8161 members 
Mstep: Class 4 contains 47824 members 
Mstep: Class 5 contains 24737 members 
Mstep: Class 6 contains 177080 members 
Mstep: Class 7 contains 35176 members 
Mstep: Class 8 contains 25867 members 
Mstep: Class 9 contains 16941 members 
Mstep: Class 10 contains 105122 members 
Mstep: Class 11 contains 138211 members 
Mstep: Class 12 contains 233381 members 
Mstep: Class 13 contains 24067 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 11371 members 
Mstep: Class 16 contains 25046 members 
Mstep: Class 17 contains 121420 members 
Mstep: Class 18 contains 190049 members 
Mstep: Class 19 contains 14284 members 
Mstep: Class 20 contains 9053 members 
Mstep: Class 21 contains 4914 members 
Mstep: Class 22 contains 175417 members 
Mstep: Class 23 contains 11888 members 
Mstep: Class 24 contains 28601 members 
Mstep: Class 25 contains 26463 members 
Mstep: Class 26 contains 207369 members 
Mstep: Class 27 contains 6346 members 
Mstep: Class 28 contains 14773 members 
Mstep: Class 29 contains 20079 members 
Mstep: Class 30 contains 228564 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -2.258859e+08 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 63418 members 
Mstep: Class 3 contains 8290 members 
Mstep: Class 4 contains 47747 members 
Mstep: Class 5 contains 24754 members 
Mstep: Class 6 contains 177351 members 
Mstep: Class 7 contains 35134 members 
Mstep: Class 8 contains 26133 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 105060 members 
Mstep: Class 11 contains 136969 members 
Mstep: Class 12 contains 233582 members 
Mstep: Class 13 contains 24020 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 11444 members 
Mstep: Class 16 contains 25003 members 
Mstep: Class 17 contains 121742 members 
Mstep: Class 18 contains 188737 members 
Mstep: Class 19 contains 14292 members 
Mstep: Class 20 contains 9059 members 
Mstep: Class 21 contains 5133 members 
Mstep: Class 22 contains 175262 members 
Mstep: Class 23 contains 11940 members 
Mstep: Class 24 contains 28958 members 
Mstep: Class 25 contains 26371 members 
Mstep: Class 26 contains 208341 members 
Mstep: Class 27 contains 6371 members 
Mstep: Class 28 contains 14982 members 
Mstep: Class 29 contains 20187 members 
Mstep: Class 30 contains 228522 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -2.258868e+08 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 63350 members 
Mstep: Class 3 contains 8445 members 
Mstep: Class 4 contains 47680 members 
Mstep: Class 5 contains 24769 members 
Mstep: Class 6 contains 177567 members 
Mstep: Class 7 contains 35087 members 
Mstep: Class 8 contains 26385 members 
Mstep: Class 9 contains 17005 members 
Mstep: Class 10 contains 105016 members 
Mstep: Class 11 contains 135834 members 
Mstep: Class 12 contains 233858 members 
Mstep: Class 13 contains 23984 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11515 members 
Mstep: Class 16 contains 24965 members 
Mstep: Class 17 contains 122081 members 
Mstep: Class 18 contains 187419 members 
Mstep: Class 19 contains 14301 members 
Mstep: Class 20 contains 9066 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 175086 members 
Mstep: Class 23 contains 11998 members 
Mstep: Class 24 contains 29280 members 
Mstep: Class 25 contains 26147 members 
Mstep: Class 26 contains 209318 members 
Mstep: Class 27 contains 6393 members 
Mstep: Class 28 contains 15170 members 
Mstep: Class 29 contains 20304 members 
Mstep: Class 30 contains 228412 members 
Entering Unmasked Estep 
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Iteration 66Q: 31 clusters Score -2.25887e+08 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 63294 members 
Mstep: Class 3 contains 8598 members 
Mstep: Class 4 contains 47623 members 
Mstep: Class 5 contains 24777 members 
Mstep: Class 6 contains 177727 members 
Mstep: Class 7 contains 35057 members 
Mstep: Class 8 contains 26611 members 
Mstep: Class 9 contains 17012 members 
Mstep: Class 10 contains 104993 members 
Mstep: Class 11 contains 134711 members 
Mstep: Class 12 contains 234220 members 
Mstep: Class 13 contains 23937 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 24934 members 
Mstep: Class 17 contains 122469 members 
Mstep: Class 18 contains 186105 members 
Mstep: Class 19 contains 14305 members 
Mstep: Class 20 contains 9083 members 
Mstep: Class 21 contains 5565 members 
Mstep: Class 22 contains 174908 members 
Mstep: Class 23 contains 12058 members 
Mstep: Class 24 contains 29586 members 
Mstep: Class 25 contains 25891 members 
Mstep: Class 26 contains 210222 members 
Mstep: Class 27 contains 6407 members 
Mstep: Class 28 contains 15348 members 
Mstep: Class 29 contains 20444 members 
Mstep: Class 30 contains 228367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225886784.000000 Penalty: 107993.320312
Iteration 67Q: 31 clusters Score -2.258868e+08 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 63225 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 47557 members 
Mstep: Class 5 contains 24780 members 
Mstep: Class 6 contains 177926 members 
Mstep: Class 7 contains 35043 members 
Mstep: Class 8 contains 26780 members 
Mstep: Class 9 contains 17049 members 
Mstep: Class 10 contains 104984 members 
Mstep: Class 11 contains 133627 members 
Mstep: Class 12 contains 234623 members 
Mstep: Class 13 contains 23906 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 24912 members 
Mstep: Class 17 contains 122787 members 
Mstep: Class 18 contains 184859 members 
Mstep: Class 19 contains 14305 members 
Mstep: Class 20 contains 9092 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 174759 members 
Mstep: Class 23 contains 12109 members 
Mstep: Class 24 contains 29806 members 
Mstep: Class 25 contains 25622 members 
Mstep: Class 26 contains 211106 members 
Mstep: Class 27 contains 6427 members 
Mstep: Class 28 contains 15546 members 
Mstep: Class 29 contains 20597 members 
Mstep: Class 30 contains 228287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225886704.000000 Penalty: 107993.320312
Iteration 68Q: 31 clusters Score -2.258867e+08 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 63182 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 47508 members 
Mstep: Class 5 contains 24784 members 
Mstep: Class 6 contains 178019 members 
Mstep: Class 7 contains 35038 members 
Mstep: Class 8 contains 26962 members 
Mstep: Class 9 contains 17086 members 
Mstep: Class 10 contains 104958 members 
Mstep: Class 11 contains 132603 members 
Mstep: Class 12 contains 235124 members 
Mstep: Class 13 contains 23887 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 16 contains 24897 members 
Mstep: Class 17 contains 123062 members 
Mstep: Class 18 contains 183594 members 
Mstep: Class 19 contains 14307 members 
Mstep: Class 20 contains 9098 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 174577 members 
Mstep: Class 23 contains 12166 members 
Mstep: Class 24 contains 30013 members 
Mstep: Class 25 contains 25337 members 
Mstep: Class 26 contains 211973 members 
Mstep: Class 27 contains 6453 members 
Mstep: Class 28 contains 15792 members 
Mstep: Class 29 contains 20748 members 
Mstep: Class 30 contains 228185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225886656.000000 Penalty: 107993.320312
Iteration 69Q: 31 clusters Score -2.258867e+08 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 63140 members 
Mstep: Class 3 contains 9117 members 
Mstep: Class 4 contains 47448 members 
Mstep: Class 5 contains 24773 members 
Mstep: Class 6 contains 178153 members 
Mstep: Class 7 contains 35022 members 
Mstep: Class 8 contains 27141 members 
Mstep: Class 9 contains 17106 members 
Mstep: Class 10 contains 104920 members 
Mstep: Class 11 contains 131605 members 
Mstep: Class 12 contains 235680 members 
Mstep: Class 13 contains 23881 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11734 members 
Mstep: Class 16 contains 24887 members 
Mstep: Class 17 contains 123282 members 
Mstep: Class 18 contains 182347 members 
Mstep: Class 19 contains 14314 members 
Mstep: Class 20 contains 9099 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 174363 members 
Mstep: Class 23 contains 12223 members 
Mstep: Class 24 contains 30206 members 
Mstep: Class 25 contains 25058 members 
Mstep: Class 26 contains 212881 members 
Mstep: Class 27 contains 6470 members 
Mstep: Class 28 contains 15999 members 
Mstep: Class 29 contains 20905 members 
Mstep: Class 30 contains 228068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225886480.000000 Penalty: 107993.320312
Iteration 70Q: 31 clusters Score -2.258865e+08 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 63095 members 
Mstep: Class 3 contains 9268 members 
Mstep: Class 4 contains 47397 members 
Mstep: Class 5 contains 24765 members 
Mstep: Class 6 contains 178202 members 
Mstep: Class 7 contains 35017 members 
Mstep: Class 8 contains 27292 members 
Mstep: Class 9 contains 17126 members 
Mstep: Class 10 contains 104884 members 
Mstep: Class 11 contains 130738 members 
Mstep: Class 12 contains 236214 members 
Mstep: Class 13 contains 23878 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 24874 members 
Mstep: Class 17 contains 123478 members 
Mstep: Class 18 contains 181026 members 
Mstep: Class 19 contains 14315 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 6202 members 
Mstep: Class 22 contains 174190 members 
Mstep: Class 23 contains 12283 members 
Mstep: Class 24 contains 30361 members 
Mstep: Class 25 contains 24773 members 
Mstep: Class 26 contains 213855 members 
Mstep: Class 27 contains 6487 members 
Mstep: Class 28 contains 16196 members 
Mstep: Class 29 contains 21077 members 
Mstep: Class 30 contains 228009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225885744.000000 Penalty: 107993.320312
Iteration 71Q: 31 clusters Score -2.258857e+08 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 63036 members 
Mstep: Class 3 contains 9435 members 
Mstep: Class 4 contains 47332 members 
Mstep: Class 5 contains 24747 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 35003 members 
Mstep: Class 8 contains 27472 members 
Mstep: Class 9 contains 17170 members 
Mstep: Class 10 contains 104867 members 
Mstep: Class 11 contains 129885 members 
Mstep: Class 12 contains 236752 members 
Mstep: Class 13 contains 23884 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 24853 members 
Mstep: Class 17 contains 123687 members 
Mstep: Class 18 contains 179664 members 
Mstep: Class 19 contains 14316 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 6326 members 
Mstep: Class 22 contains 173981 members 
Mstep: Class 23 contains 12343 members 
Mstep: Class 24 contains 30524 members 
Mstep: Class 25 contains 24541 members 
Mstep: Class 26 contains 214863 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 16336 members 
Mstep: Class 29 contains 21238 members 
Mstep: Class 30 contains 227960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225885296.000000 Penalty: 107993.320312
Iteration 72Q: 31 clusters Score -2.258853e+08 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 62981 members 
Mstep: Class 3 contains 9583 members 
Mstep: Class 4 contains 47277 members 
Mstep: Class 5 contains 24739 members 
Mstep: Class 6 contains 178333 members 
Mstep: Class 7 contains 34980 members 
Mstep: Class 8 contains 27622 members 
Mstep: Class 9 contains 17215 members 
Mstep: Class 10 contains 104832 members 
Mstep: Class 11 contains 129091 members 
Mstep: Class 12 contains 237242 members 
Mstep: Class 13 contains 23900 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 24824 members 
Mstep: Class 17 contains 123952 members 
Mstep: Class 18 contains 178261 members 
Mstep: Class 19 contains 14318 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6440 members 
Mstep: Class 22 contains 173791 members 
Mstep: Class 23 contains 12400 members 
Mstep: Class 24 contains 30687 members 
Mstep: Class 25 contains 24319 members 
Mstep: Class 26 contains 215883 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 16429 members 
Mstep: Class 29 contains 21435 members 
Mstep: Class 30 contains 227857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225884448.000000 Penalty: 107993.320312
Iteration 73Q: 31 clusters Score -2.258844e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 62924 members 
Mstep: Class 3 contains 9754 members 
Mstep: Class 4 contains 47233 members 
Mstep: Class 5 contains 24735 members 
Mstep: Class 6 contains 178394 members 
Mstep: Class 7 contains 34956 members 
Mstep: Class 8 contains 27770 members 
Mstep: Class 9 contains 17248 members 
Mstep: Class 10 contains 104795 members 
Mstep: Class 11 contains 128424 members 
Mstep: Class 12 contains 237698 members 
Mstep: Class 13 contains 23910 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 11938 members 
Mstep: Class 16 contains 24823 members 
Mstep: Class 17 contains 124210 members 
Mstep: Class 18 contains 176839 members 
Mstep: Class 19 contains 14318 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 173583 members 
Mstep: Class 23 contains 12459 members 
Mstep: Class 24 contains 30803 members 
Mstep: Class 25 contains 24106 members 
Mstep: Class 26 contains 216923 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 16521 members 
Mstep: Class 29 contains 21631 members 
Mstep: Class 30 contains 227756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225883648.000000 Penalty: 107993.320312
Iteration 74Q: 31 clusters Score -2.258836e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 62873 members 
Mstep: Class 3 contains 9913 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 24732 members 
Mstep: Class 6 contains 178399 members 
Mstep: Class 7 contains 34938 members 
Mstep: Class 8 contains 27917 members 
Mstep: Class 9 contains 17286 members 
Mstep: Class 10 contains 104776 members 
Mstep: Class 11 contains 127781 members 
Mstep: Class 12 contains 238207 members 
Mstep: Class 13 contains 23927 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 12006 members 
Mstep: Class 16 contains 24819 members 
Mstep: Class 17 contains 124453 members 
Mstep: Class 18 contains 175323 members 
Mstep: Class 19 contains 14320 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 173420 members 
Mstep: Class 23 contains 12491 members 
Mstep: Class 24 contains 30937 members 
Mstep: Class 25 contains 23911 members 
Mstep: Class 26 contains 217993 members 
Mstep: Class 27 contains 6533 members 
Mstep: Class 28 contains 16582 members 
Mstep: Class 29 contains 21839 members 
Mstep: Class 30 contains 227656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225882944.000000 Penalty: 107993.320312
Iteration 75Q: 31 clusters Score -2.258829e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 62843 members 
Mstep: Class 3 contains 10064 members 
Mstep: Class 4 contains 47134 members 
Mstep: Class 5 contains 24727 members 
Mstep: Class 6 contains 178380 members 
Mstep: Class 7 contains 34912 members 
Mstep: Class 8 contains 28061 members 
Mstep: Class 9 contains 17308 members 
Mstep: Class 10 contains 104755 members 
Mstep: Class 11 contains 127237 members 
Mstep: Class 12 contains 238700 members 
Mstep: Class 13 contains 23937 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 24821 members 
Mstep: Class 17 contains 124712 members 
Mstep: Class 18 contains 173791 members 
Mstep: Class 19 contains 14317 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 173263 members 
Mstep: Class 23 contains 12536 members 
Mstep: Class 24 contains 31048 members 
Mstep: Class 25 contains 23693 members 
Mstep: Class 26 contains 219074 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 16623 members 
Mstep: Class 29 contains 22054 members 
Mstep: Class 30 contains 227538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225882800.000000 Penalty: 107993.320312
Iteration 76Q: 31 clusters Score -2.258828e+08 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 62809 members 
Mstep: Class 3 contains 10168 members 
Mstep: Class 4 contains 47090 members 
Mstep: Class 5 contains 24724 members 
Mstep: Class 6 contains 178345 members 
Mstep: Class 7 contains 34894 members 
Mstep: Class 8 contains 28204 members 
Mstep: Class 9 contains 17367 members 
Mstep: Class 10 contains 104733 members 
Mstep: Class 11 contains 126729 members 
Mstep: Class 12 contains 239161 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 12159 members 
Mstep: Class 16 contains 24822 members 
Mstep: Class 17 contains 124942 members 
Mstep: Class 18 contains 172227 members 
Mstep: Class 19 contains 14314 members 
Mstep: Class 20 contains 9115 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 173156 members 
Mstep: Class 23 contains 12602 members 
Mstep: Class 24 contains 31176 members 
Mstep: Class 25 contains 23480 members 
Mstep: Class 26 contains 220157 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 16664 members 
Mstep: Class 29 contains 22248 members 
Mstep: Class 30 contains 227432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225882128.000000 Penalty: 107993.320312
Iteration 77Q: 31 clusters Score -2.258821e+08 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 62780 members 
Mstep: Class 3 contains 10277 members 
Mstep: Class 4 contains 47062 members 
Mstep: Class 5 contains 24721 members 
Mstep: Class 6 contains 178305 members 
Mstep: Class 7 contains 34882 members 
Mstep: Class 8 contains 28329 members 
Mstep: Class 9 contains 17427 members 
Mstep: Class 10 contains 104719 members 
Mstep: Class 11 contains 126197 members 
Mstep: Class 12 contains 239577 members 
Mstep: Class 13 contains 23945 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 12241 members 
Mstep: Class 16 contains 24822 members 
Mstep: Class 17 contains 125137 members 
Mstep: Class 18 contains 170652 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6793 members 
Mstep: Class 22 contains 173067 members 
Mstep: Class 23 contains 12667 members 
Mstep: Class 24 contains 31322 members 
Mstep: Class 25 contains 23300 members 
Mstep: Class 26 contains 221290 members 
Mstep: Class 27 contains 6547 members 
Mstep: Class 28 contains 16704 members 
Mstep: Class 29 contains 22422 members 
Mstep: Class 30 contains 227356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225881456.000000 Penalty: 107993.320312
Iteration 78Q: 31 clusters Score -2.258815e+08 nChanged 4383
Entering ConstructFrom: 
Score: -225881456.000000 Penalty: 107993.320312
Entering ConstructFrom: 
Trying to split cluster 1 (14280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Entering Unmasked Estep 
Score: -1621684.500000 Penalty: 2372.520508
	Iteration 0F: 2 clusters Score -1621684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1611196.625000 Penalty: 4745.041016
	Iteration 0F: 3 clusters Score -1611197 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1614519.875000 Penalty: 4745.041016
	Iteration 1F: 3 clusters Score -1614520 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1614937.125000 Penalty: 4745.041016
	Iteration 2F: 3 clusters Score -1614937 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1615401.625000 Penalty: 4745.041016
	Iteration 3F: 3 clusters Score -1615402 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1615942.250000 Penalty: 4745.041016
	Iteration 4F: 3 clusters Score -1615942 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1616574.125000 Penalty: 4745.041016
	Iteration 5F: 3 clusters Score -1616574 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1617207.000000 Penalty: 4745.041016
	Iteration 6F: 3 clusters Score -1617207 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1617761.000000 Penalty: 4745.041016
	Iteration 7F: 3 clusters Score -1617761 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1618172.750000 Penalty: 4745.041016
	Iteration 8F: 3 clusters Score -1618173 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1618468.750000 Penalty: 4745.041016
	Iteration 9Q: 3 clusters Score -1618469 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1618676.500000 Penalty: 4745.041016
	Iteration 10Q: 3 clusters Score -1618676 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1618826.000000 Penalty: 4745.041016
	Iteration 11Q: 3 clusters Score -1618826 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1618952.750000 Penalty: 4745.041016
	Iteration 12Q: 3 clusters Score -1618953 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1619063.375000 Penalty: 4745.041016
	Iteration 13Q: 3 clusters Score -1619063 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1619153.125000 Penalty: 4745.041016
	Iteration 14Q: 3 clusters Score -1619153 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1619248.750000 Penalty: 4745.041016
	Iteration 15Q: 3 clusters Score -1619249 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1619321.875000 Penalty: 4745.041016
	Iteration 16Q: 3 clusters Score -1619322 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1619385.125000 Penalty: 4745.041016
	Iteration 17Q: 3 clusters Score -1619385 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1619452.250000 Penalty: 4745.041016
	Iteration 18Q: 3 clusters Score -1619452 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1619511.000000 Penalty: 4745.041016
	Iteration 19Q: 3 clusters Score -1619511 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1619547.625000 Penalty: 4745.041016
	Iteration 20F: 3 clusters Score -1619548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1619576.625000 Penalty: 4745.041016
	Iteration 21Q: 3 clusters Score -1619577 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1619599.250000 Penalty: 4745.041016
	Iteration 22Q: 3 clusters Score -1619599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1619628.750000 Penalty: 4745.041016
	Iteration 23Q: 3 clusters Score -1619629 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1619657.000000 Penalty: 4745.041016
	Iteration 24Q: 3 clusters Score -1619657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1619677.625000 Penalty: 4745.041016
	Iteration 25Q: 3 clusters Score -1619678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1619695.750000 Penalty: 4745.041016
	Iteration 26Q: 3 clusters Score -1619696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1619713.125000 Penalty: 4745.041016
	Iteration 27Q: 3 clusters Score -1619713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1619717.250000 Penalty: 4745.041016
	Iteration 28Q: 3 clusters Score -1619717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1619720.250000 Penalty: 4745.041016
	Iteration 29Q: 3 clusters Score -1619720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1619726.375000 Penalty: 4745.041016
	Iteration 30Q: 3 clusters Score -1619726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1619728.000000 Penalty: 4745.041016
	Iteration 31Q: 3 clusters Score -1619728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1619734.125000 Penalty: 4745.041016
	Iteration 32Q: 3 clusters Score -1619734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1619732.250000 Penalty: 4745.041016
	Iteration 33Q: 3 clusters Score -1619732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1619738.875000 Penalty: 4745.041016
	Iteration 34Q: 3 clusters Score -1619739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1619741.750000 Penalty: 4745.041016
	Iteration 35Q: 3 clusters Score -1619742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1619742.875000 Penalty: 4745.041016
	Iteration 36Q: 3 clusters Score -1619743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1619746.000000 Penalty: 4745.041016
	Iteration 37Q: 3 clusters Score -1619746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1619751.750000 Penalty: 4745.041016
	Iteration 38Q: 3 clusters Score -1619752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1619750.375000 Penalty: 4745.041016
	Iteration 39Q: 3 clusters Score -1619750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1619758.875000 Penalty: 4745.041016
	Iteration 40F: 3 clusters Score -1619759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1619757.375000 Penalty: 4745.041016
	Iteration 41Q: 3 clusters Score -1619757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1619758.625000 Penalty: 4745.041016
	Iteration 42Q: 3 clusters Score -1619759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1619759.125000 Penalty: 4745.041016
	Iteration 43Q: 3 clusters Score -1619759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1619759.625000 Penalty: 4745.041016
	Iteration 44Q: 3 clusters Score -1619760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1619761.750000 Penalty: 4745.041016
	Iteration 45Q: 3 clusters Score -1619762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1619765.250000 Penalty: 4745.041016
	Iteration 46Q: 3 clusters Score -1619765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1619765.250000 Penalty: 4745.041016
	Iteration 47Q: 3 clusters Score -1619765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1619764.375000 Penalty: 4745.041016
	Iteration 48Q: 3 clusters Score -1619764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1619764.875000 Penalty: 4745.041016
	Iteration 49Q: 3 clusters Score -1619765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1619768.125000 Penalty: 4745.041016
	Iteration 50Q: 3 clusters Score -1619768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1619770.500000 Penalty: 4745.041016
	Iteration 51Q: 3 clusters Score -1619770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1619770.500000 Penalty: 4745.041016
	Iteration 52Q: 3 clusters Score -1619770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1619773.375000 Penalty: 4745.041016
	Iteration 53Q: 3 clusters Score -1619773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1619772.000000 Penalty: 4745.041016
	Iteration 54Q: 3 clusters Score -1619772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1619768.875000 Penalty: 4745.041016
	Iteration 55Q: 3 clusters Score -1619769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1619768.250000 Penalty: 4745.041016
	Iteration 56Q: 3 clusters Score -1619768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1619769.125000 Penalty: 4745.041016
	Iteration 57Q: 3 clusters Score -1619769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1619769.000000 Penalty: 4745.041016
	Iteration 58Q: 3 clusters Score -1619769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1619763.500000 Penalty: 4745.041016
	Iteration 59Q: 3 clusters Score -1619764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1619764.750000 Penalty: 4745.041016
	Iteration 60F: 3 clusters Score -1619765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1619764.500000 Penalty: 4745.041016
	Iteration 61Q: 3 clusters Score -1619764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1619766.500000 Penalty: 4745.041016
	Iteration 62Q: 3 clusters Score -1619766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1619766.750000 Penalty: 4745.041016
	Iteration 63Q: 3 clusters Score -1619767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1619768.500000 Penalty: 4745.041016
	Iteration 64Q: 3 clusters Score -1619768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1619770.875000 Penalty: 4745.041016
	Iteration 65Q: 3 clusters Score -1619771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1619770.750000 Penalty: 4745.041016
	Iteration 66Q: 3 clusters Score -1619771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1619769.750000 Penalty: 4745.041016
	Iteration 67Q: 3 clusters Score -1619770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1619769.500000 Penalty: 4745.041016
	Iteration 68Q: 3 clusters Score -1619770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1619769.875000 Penalty: 4745.041016
	Iteration 69Q: 3 clusters Score -1619770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1619771.125000 Penalty: 4745.041016
	Iteration 70Q: 3 clusters Score -1619771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1619771.750000 Penalty: 4745.041016
	Iteration 71Q: 3 clusters Score -1619772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1619770.375000 Penalty: 4745.041016
	Iteration 72Q: 3 clusters Score -1619770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1619770.375000 Penalty: 4745.041016
	Iteration 73F: 3 clusters Score -1619770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (62744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62744 members 
Entering Unmasked Estep 
Score: -7267152.000000 Penalty: 2739.610840
	Iteration 0F: 2 clusters Score -7267152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -7224883.500000 Penalty: 5479.221680
	Iteration 0F: 3 clusters Score -7224884 nChanged 29292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -7241311.000000 Penalty: 5479.221680
	Iteration 1F: 3 clusters Score -7241311 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -7241911.000000 Penalty: 5479.221680
	Iteration 2Q: 3 clusters Score -7241911 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -7242481.000000 Penalty: 5479.221680
	Iteration 3Q: 3 clusters Score -7242481 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -7243032.000000 Penalty: 5479.221680
	Iteration 4Q: 3 clusters Score -7243032 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7243614.000000 Penalty: 5479.221680
	Iteration 5Q: 3 clusters Score -7243614 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -7244365.000000 Penalty: 5479.221680
	Iteration 6Q: 3 clusters Score -7244365 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -7245343.000000 Penalty: 5479.221680
	Iteration 7Q: 3 clusters Score -7245343 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -7246921.000000 Penalty: 5479.221680
	Iteration 8F: 3 clusters Score -7246921 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -7249099.000000 Penalty: 5479.221680
	Iteration 9F: 3 clusters Score -7249099 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -7251848.000000 Penalty: 5479.221680
	Iteration 10F: 3 clusters Score -7251848 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -7254799.500000 Penalty: 5479.221680
	Iteration 11F: 3 clusters Score -7254800 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -7257266.000000 Penalty: 5479.221680
	Iteration 12F: 3 clusters Score -7257266 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -7259317.500000 Penalty: 5479.221680
	Iteration 13F: 3 clusters Score -7259318 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -7261047.000000 Penalty: 5479.221680
	Iteration 14Q: 3 clusters Score -7261047 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -7262299.000000 Penalty: 5479.221680
	Iteration 15Q: 3 clusters Score -7262299 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -7263284.500000 Penalty: 5479.221680
	Iteration 16Q: 3 clusters Score -7263284 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7263942.000000 Penalty: 5479.221680
	Iteration 17Q: 3 clusters Score -7263942 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7264499.500000 Penalty: 5479.221680
	Iteration 18Q: 3 clusters Score -7264500 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7264880.500000 Penalty: 5479.221680
	Iteration 19Q: 3 clusters Score -7264880 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7265108.000000 Penalty: 5479.221680
	Iteration 20F: 3 clusters Score -7265108 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60660 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7265244.000000 Penalty: 5479.221680
	Iteration 21Q: 3 clusters Score -7265244 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7265325.000000 Penalty: 5479.221680
	Iteration 22Q: 3 clusters Score -7265325 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7265376.500000 Penalty: 5479.221680
	Iteration 23Q: 3 clusters Score -7265376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7265451.000000 Penalty: 5479.221680
	Iteration 24Q: 3 clusters Score -7265451 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7265498.500000 Penalty: 5479.221680
	Iteration 25Q: 3 clusters Score -7265498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7265519.000000 Penalty: 5479.221680
	Iteration 26Q: 3 clusters Score -7265519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7265531.500000 Penalty: 5479.221680
	Iteration 27Q: 3 clusters Score -7265532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7265549.000000 Penalty: 5479.221680
	Iteration 28Q: 3 clusters Score -7265549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -7265546.000000 Penalty: 5479.221680
	Iteration 29Q: 3 clusters Score -7265546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7265566.000000 Penalty: 5479.221680
	Iteration 30Q: 3 clusters Score -7265566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7265567.000000 Penalty: 5479.221680
	Iteration 31Q: 3 clusters Score -7265567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7265572.000000 Penalty: 5479.221680
	Iteration 32Q: 3 clusters Score -7265572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61418 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7265601.500000 Penalty: 5479.221680
	Iteration 33Q: 3 clusters Score -7265602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7265603.000000 Penalty: 5479.221680
	Iteration 34Q: 3 clusters Score -7265603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7265599.000000 Penalty: 5479.221680
	Iteration 35Q: 3 clusters Score -7265599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7265595.000000 Penalty: 5479.221680
	Iteration 36Q: 3 clusters Score -7265595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7265599.500000 Penalty: 5479.221680
	Iteration 37Q: 3 clusters Score -7265600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7265611.000000 Penalty: 5479.221680
	Iteration 38Q: 3 clusters Score -7265611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7265610.000000 Penalty: 5479.221680
	Iteration 39Q: 3 clusters Score -7265610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7265607.500000 Penalty: 5479.221680
	Iteration 40F: 3 clusters Score -7265608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7265610.000000 Penalty: 5479.221680
	Iteration 41Q: 3 clusters Score -7265610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7265607.000000 Penalty: 5479.221680
	Iteration 42Q: 3 clusters Score -7265607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7265607.000000 Penalty: 5479.221680
	Iteration 43F: 3 clusters Score -7265607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Entering Unmasked Estep 
Score: -1105935.250000 Penalty: 2293.509277
	Iteration 0F: 2 clusters Score -1105935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1097972.250000 Penalty: 4587.018555
	Iteration 0F: 3 clusters Score -1097972 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1100830.125000 Penalty: 4587.018555
	Iteration 1F: 3 clusters Score -1100830 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1101682.750000 Penalty: 4587.018555
	Iteration 2F: 3 clusters Score -1101683 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1102643.250000 Penalty: 4587.018555
	Iteration 3F: 3 clusters Score -1102643 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1103789.875000 Penalty: 4587.018555
	Iteration 4F: 3 clusters Score -1103790 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1104651.875000 Penalty: 4587.018555
	Iteration 5F: 3 clusters Score -1104652 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1105163.625000 Penalty: 4587.018555
	Iteration 6F: 3 clusters Score -1105164 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1105406.375000 Penalty: 4587.018555
	Iteration 7Q: 3 clusters Score -1105406 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1105561.125000 Penalty: 4587.018555
	Iteration 8Q: 3 clusters Score -1105561 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1105655.750000 Penalty: 4587.018555
	Iteration 9Q: 3 clusters Score -1105656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1105715.625000 Penalty: 4587.018555
	Iteration 10Q: 3 clusters Score -1105716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1105762.375000 Penalty: 4587.018555
	Iteration 11Q: 3 clusters Score -1105762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1105796.250000 Penalty: 4587.018555
	Iteration 12Q: 3 clusters Score -1105796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1105825.625000 Penalty: 4587.018555
	Iteration 13Q: 3 clusters Score -1105826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1105856.375000 Penalty: 4587.018555
	Iteration 14Q: 3 clusters Score -1105856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1105899.250000 Penalty: 4587.018555
	Iteration 15Q: 3 clusters Score -1105899 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1105937.250000 Penalty: 4587.018555
	Iteration 16Q: 3 clusters Score -1105937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1105971.250000 Penalty: 4587.018555
	Iteration 17Q: 3 clusters Score -1105971 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1106007.875000 Penalty: 4587.018555
	Iteration 18Q: 3 clusters Score -1106008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1106045.000000 Penalty: 4587.018555
	Iteration 19Q: 3 clusters Score -1106045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1106086.000000 Penalty: 4587.018555
	Iteration 20F: 3 clusters Score -1106086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1106123.625000 Penalty: 4587.018555
	Iteration 21Q: 3 clusters Score -1106124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1106151.250000 Penalty: 4587.018555
	Iteration 22Q: 3 clusters Score -1106151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1106184.500000 Penalty: 4587.018555
	Iteration 23Q: 3 clusters Score -1106184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1106207.500000 Penalty: 4587.018555
	Iteration 24Q: 3 clusters Score -1106208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1106243.875000 Penalty: 4587.018555
	Iteration 25Q: 3 clusters Score -1106244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1106273.125000 Penalty: 4587.018555
	Iteration 26Q: 3 clusters Score -1106273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1106300.375000 Penalty: 4587.018555
	Iteration 27Q: 3 clusters Score -1106300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1106321.625000 Penalty: 4587.018555
	Iteration 28Q: 3 clusters Score -1106322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1106342.500000 Penalty: 4587.018555
	Iteration 29Q: 3 clusters Score -1106342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1106348.750000 Penalty: 4587.018555
	Iteration 30Q: 3 clusters Score -1106349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1106353.000000 Penalty: 4587.018555
	Iteration 31Q: 3 clusters Score -1106353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1106357.375000 Penalty: 4587.018555
	Iteration 32Q: 3 clusters Score -1106357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1106360.625000 Penalty: 4587.018555
	Iteration 33Q: 3 clusters Score -1106361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1106363.500000 Penalty: 4587.018555
	Iteration 34Q: 3 clusters Score -1106364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1106363.500000 Penalty: 4587.018555
	Iteration 35Q: 3 clusters Score -1106364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1106363.875000 Penalty: 4587.018555
	Iteration 36Q: 3 clusters Score -1106364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1106365.125000 Penalty: 4587.018555
	Iteration 37Q: 3 clusters Score -1106365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1106365.125000 Penalty: 4587.018555
	Iteration 38F: 3 clusters Score -1106365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 1625 members 
Mstep: Class 4 contains 47032 members 
Mstep: Class 5 contains 24738 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 12 contains 239985 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 125339 members 
Mstep: Class 18 contains 169085 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 172986 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 23126 members 
Mstep: Class 26 contains 222412 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 16744 members 
Mstep: Class 29 contains 22613 members 
Mstep: Class 30 contains 227295 members 
Mstep: Class 31 contains 8759 members 
Entering Unmasked Estep 
Score: -225880032.000000 Penalty: 111593.093750
Splitting cluster 3 changes total score from -225881456.000000 to -225880032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (47032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Entering Unmasked Estep 
Score: -5434366.000000 Penalty: 2668.128662
	Iteration 0F: 2 clusters Score -5434366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5402613.500000 Penalty: 5336.257324
	Iteration 0F: 3 clusters Score -5402614 nChanged 21543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5414642.000000 Penalty: 5336.257324
	Iteration 1F: 3 clusters Score -5414642 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -5415279.500000 Penalty: 5336.257324
	Iteration 2Q: 3 clusters Score -5415280 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -5415918.500000 Penalty: 5336.257324
	Iteration 3Q: 3 clusters Score -5415918 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -5416586.000000 Penalty: 5336.257324
	Iteration 4Q: 3 clusters Score -5416586 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -5417448.500000 Penalty: 5336.257324
	Iteration 5Q: 3 clusters Score -5417448 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -5418547.000000 Penalty: 5336.257324
	Iteration 6F: 3 clusters Score -5418547 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -5419964.000000 Penalty: 5336.257324
	Iteration 7F: 3 clusters Score -5419964 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -5421728.500000 Penalty: 5336.257324
	Iteration 8F: 3 clusters Score -5421728 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -5423606.500000 Penalty: 5336.257324
	Iteration 9F: 3 clusters Score -5423606 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -5425538.500000 Penalty: 5336.257324
	Iteration 10F: 3 clusters Score -5425538 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5427309.500000 Penalty: 5336.257324
	Iteration 11F: 3 clusters Score -5427310 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5428835.000000 Penalty: 5336.257324
	Iteration 12Q: 3 clusters Score -5428835 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -5430050.500000 Penalty: 5336.257324
	Iteration 13Q: 3 clusters Score -5430050 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -5430966.000000 Penalty: 5336.257324
	Iteration 14Q: 3 clusters Score -5430966 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -5431556.500000 Penalty: 5336.257324
	Iteration 15Q: 3 clusters Score -5431556 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -5431912.000000 Penalty: 5336.257324
	Iteration 16Q: 3 clusters Score -5431912 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5432159.500000 Penalty: 5336.257324
	Iteration 17Q: 3 clusters Score -5432160 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -5432361.500000 Penalty: 5336.257324
	Iteration 18Q: 3 clusters Score -5432362 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -5432507.000000 Penalty: 5336.257324
	Iteration 19Q: 3 clusters Score -5432507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -5432595.500000 Penalty: 5336.257324
	Iteration 20F: 3 clusters Score -5432596 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -5432644.500000 Penalty: 5336.257324
	Iteration 21Q: 3 clusters Score -5432644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -5432694.000000 Penalty: 5336.257324
	Iteration 22Q: 3 clusters Score -5432694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -5432720.500000 Penalty: 5336.257324
	Iteration 23Q: 3 clusters Score -5432720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -5432762.500000 Penalty: 5336.257324
	Iteration 24Q: 3 clusters Score -5432762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5432764.500000 Penalty: 5336.257324
	Iteration 25Q: 3 clusters Score -5432764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5432763.000000 Penalty: 5336.257324
	Iteration 26Q: 3 clusters Score -5432763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -5432773.000000 Penalty: 5336.257324
	Iteration 27Q: 3 clusters Score -5432773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -5432782.000000 Penalty: 5336.257324
	Iteration 28Q: 3 clusters Score -5432782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -5432804.500000 Penalty: 5336.257324
	Iteration 29Q: 3 clusters Score -5432804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -5432815.000000 Penalty: 5336.257324
	Iteration 30Q: 3 clusters Score -5432815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -5432837.500000 Penalty: 5336.257324
	Iteration 31Q: 3 clusters Score -5432838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -5432844.000000 Penalty: 5336.257324
	Iteration 32Q: 3 clusters Score -5432844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5432844.000000 Penalty: 5336.257324
	Iteration 33Q: 3 clusters Score -5432844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -5432850.000000 Penalty: 5336.257324
	Iteration 34Q: 3 clusters Score -5432850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -5432851.000000 Penalty: 5336.257324
	Iteration 35Q: 3 clusters Score -5432851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5432852.000000 Penalty: 5336.257324
	Iteration 36Q: 3 clusters Score -5432852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5432855.000000 Penalty: 5336.257324
	Iteration 37Q: 3 clusters Score -5432855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -5432854.500000 Penalty: 5336.257324
	Iteration 38Q: 3 clusters Score -5432854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -5432854.500000 Penalty: 5336.257324
	Iteration 39Q: 3 clusters Score -5432854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -5432856.000000 Penalty: 5336.257324
	Iteration 40F: 3 clusters Score -5432856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -5432856.500000 Penalty: 5336.257324
	Iteration 41Q: 3 clusters Score -5432856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -5432856.500000 Penalty: 5336.257324
	Iteration 42Q: 3 clusters Score -5432856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5432857.000000 Penalty: 5336.257324
	Iteration 43Q: 3 clusters Score -5432857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5432857.000000 Penalty: 5336.257324
	Iteration 44F: 3 clusters Score -5432857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Entering Unmasked Estep 
Score: -2788385.750000 Penalty: 2508.791748
	Iteration 0F: 2 clusters Score -2788386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2771239.500000 Penalty: 5017.583496
	Iteration 0F: 3 clusters Score -2771240 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2777220.000000 Penalty: 5017.583496
	Iteration 1F: 3 clusters Score -2777220 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2777872.750000 Penalty: 5017.583496
	Iteration 2F: 3 clusters Score -2777873 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2778675.500000 Penalty: 5017.583496
	Iteration 3F: 3 clusters Score -2778676 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2779787.000000 Penalty: 5017.583496
	Iteration 4F: 3 clusters Score -2779787 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2781264.750000 Penalty: 5017.583496
	Iteration 5F: 3 clusters Score -2781265 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2782792.500000 Penalty: 5017.583496
	Iteration 6F: 3 clusters Score -2782792 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -2784080.000000 Penalty: 5017.583496
	Iteration 7F: 3 clusters Score -2784080 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2785035.250000 Penalty: 5017.583496
	Iteration 8F: 3 clusters Score -2785035 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2785674.250000 Penalty: 5017.583496
	Iteration 9Q: 3 clusters Score -2785674 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2786151.000000 Penalty: 5017.583496
	Iteration 10Q: 3 clusters Score -2786151 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -2786453.000000 Penalty: 5017.583496
	Iteration 11Q: 3 clusters Score -2786453 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -2786666.250000 Penalty: 5017.583496
	Iteration 12Q: 3 clusters Score -2786666 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2786849.000000 Penalty: 5017.583496
	Iteration 13Q: 3 clusters Score -2786849 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2786962.000000 Penalty: 5017.583496
	Iteration 14Q: 3 clusters Score -2786962 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -2787049.500000 Penalty: 5017.583496
	Iteration 15Q: 3 clusters Score -2787050 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2787110.750000 Penalty: 5017.583496
	Iteration 16Q: 3 clusters Score -2787111 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -2787157.500000 Penalty: 5017.583496
	Iteration 17Q: 3 clusters Score -2787158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2787185.500000 Penalty: 5017.583496
	Iteration 18Q: 3 clusters Score -2787186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2787204.000000 Penalty: 5017.583496
	Iteration 19Q: 3 clusters Score -2787204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2787220.750000 Penalty: 5017.583496
	Iteration 20F: 3 clusters Score -2787221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2787234.000000 Penalty: 5017.583496
	Iteration 21Q: 3 clusters Score -2787234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2787242.500000 Penalty: 5017.583496
	Iteration 22Q: 3 clusters Score -2787242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2787243.750000 Penalty: 5017.583496
	Iteration 23Q: 3 clusters Score -2787244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2787248.000000 Penalty: 5017.583496
	Iteration 24Q: 3 clusters Score -2787248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2787254.000000 Penalty: 5017.583496
	Iteration 25Q: 3 clusters Score -2787254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2787252.500000 Penalty: 5017.583496
	Iteration 26Q: 3 clusters Score -2787252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -2787249.250000 Penalty: 5017.583496
	Iteration 27Q: 3 clusters Score -2787249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2787254.000000 Penalty: 5017.583496
	Iteration 28Q: 3 clusters Score -2787254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -2787255.500000 Penalty: 5017.583496
	Iteration 29Q: 3 clusters Score -2787256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -2787266.750000 Penalty: 5017.583496
	Iteration 30Q: 3 clusters Score -2787267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2787267.250000 Penalty: 5017.583496
	Iteration 31Q: 3 clusters Score -2787267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -2787265.000000 Penalty: 5017.583496
	Iteration 32Q: 3 clusters Score -2787265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2787268.750000 Penalty: 5017.583496
	Iteration 33Q: 3 clusters Score -2787269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -2787267.500000 Penalty: 5017.583496
	Iteration 34Q: 3 clusters Score -2787268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2787275.750000 Penalty: 5017.583496
	Iteration 35Q: 3 clusters Score -2787276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2787274.000000 Penalty: 5017.583496
	Iteration 36Q: 3 clusters Score -2787274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2787274.000000 Penalty: 5017.583496
	Iteration 37F: 3 clusters Score -2787274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178258 members 
Entering Unmasked Estep 
Score: -21100860.000000 Penalty: 2998.564941
	Iteration 0F: 2 clusters Score -2.110086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -20986264.000000 Penalty: 5997.129883
	Iteration 0F: 3 clusters Score -2.098626e+07 nChanged 85535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -21036432.000000 Penalty: 5997.129883
	Iteration 1F: 3 clusters Score -2.103643e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -21037716.000000 Penalty: 5997.129883
	Iteration 2Q: 3 clusters Score -2.103772e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 96234 members 
Entering Unmasked Estep 
Score: -21039276.000000 Penalty: 5997.129883
	Iteration 3Q: 3 clusters Score -2.103928e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -21041164.000000 Penalty: 5997.129883
	Iteration 4Q: 3 clusters Score -2.104116e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 107567 members 
Entering Unmasked Estep 
Score: -21044406.000000 Penalty: 5997.129883
	Iteration 5Q: 3 clusters Score -2.104441e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 117414 members 
Entering Unmasked Estep 
Score: -21050246.000000 Penalty: 5997.129883
	Iteration 6F: 3 clusters Score -2.105025e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -21060070.000000 Penalty: 5997.129883
	Iteration 7F: 3 clusters Score -2.106007e+07 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -21073430.000000 Penalty: 5997.129883
	Iteration 8F: 3 clusters Score -2.107343e+07 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 160667 members 
Entering Unmasked Estep 
Score: -21086498.000000 Penalty: 5997.129883
	Iteration 9F: 3 clusters Score -2.10865e+07 nChanged 9953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 170620 members 
Entering Unmasked Estep 
Score: -21093924.000000 Penalty: 5997.129883
	Iteration 10F: 3 clusters Score -2.109392e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 175274 members 
Entering Unmasked Estep 
Score: -21096748.000000 Penalty: 5997.129883
	Iteration 11Q: 3 clusters Score -2.109675e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 176957 members 
Entering Unmasked Estep 
Score: -21097778.000000 Penalty: 5997.129883
	Iteration 12Q: 3 clusters Score -2.109778e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 177528 members 
Entering Unmasked Estep 
Score: -21098156.000000 Penalty: 5997.129883
	Iteration 13Q: 3 clusters Score -2.109816e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 177718 members 
Entering Unmasked Estep 
Score: -21098338.000000 Penalty: 5997.129883
	Iteration 14Q: 3 clusters Score -2.109834e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -21098366.000000 Penalty: 5997.129883
	Iteration 15Q: 3 clusters Score -2.109837e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 177819 members 
Entering Unmasked Estep 
Score: -21098426.000000 Penalty: 5997.129883
	Iteration 16Q: 3 clusters Score -2.109843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 177840 members 
Entering Unmasked Estep 
Score: -21098436.000000 Penalty: 5997.129883
	Iteration 17Q: 3 clusters Score -2.109844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -21098464.000000 Penalty: 5997.129883
	Iteration 18Q: 3 clusters Score -2.109846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 177864 members 
Entering Unmasked Estep 
Score: -21098468.000000 Penalty: 5997.129883
	Iteration 19Q: 3 clusters Score -2.109847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 177870 members 
Entering Unmasked Estep 
Score: -21098474.000000 Penalty: 5997.129883
	Iteration 20F: 3 clusters Score -2.109847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 177878 members 
Entering Unmasked Estep 
Score: -21098482.000000 Penalty: 5997.129883
	Iteration 21Q: 3 clusters Score -2.109848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 177879 members 
Entering Unmasked Estep 
Score: -21098496.000000 Penalty: 5997.129883
	Iteration 22Q: 3 clusters Score -2.10985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 177879 members 
Entering Unmasked Estep 
Score: -21098504.000000 Penalty: 5997.129883
	Iteration 23Q: 3 clusters Score -2.10985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 177878 members 
Entering Unmasked Estep 
Score: -21098480.000000 Penalty: 5997.129883
	Iteration 24Q: 3 clusters Score -2.109848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 177880 members 
Entering Unmasked Estep 
Score: -21098488.000000 Penalty: 5997.129883
	Iteration 25Q: 3 clusters Score -2.109849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 177880 members 
Entering Unmasked Estep 
Score: -21098488.000000 Penalty: 5997.129883
	Iteration 26F: 3 clusters Score -2.109849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Entering Unmasked Estep 
Score: -4079169.750000 Penalty: 2593.983643
	Iteration 0F: 2 clusters Score -4079170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4055542.250000 Penalty: 5187.967285
	Iteration 0F: 3 clusters Score -4055542 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4064173.250000 Penalty: 5187.967285
	Iteration 1F: 3 clusters Score -4064173 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4064801.500000 Penalty: 5187.967285
	Iteration 2Q: 3 clusters Score -4064802 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -4065487.750000 Penalty: 5187.967285
	Iteration 3Q: 3 clusters Score -4065488 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -4066299.000000 Penalty: 5187.967285
	Iteration 4Q: 3 clusters Score -4066299 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -4067134.250000 Penalty: 5187.967285
	Iteration 5Q: 3 clusters Score -4067134 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4068032.500000 Penalty: 5187.967285
	Iteration 6Q: 3 clusters Score -4068032 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4068985.750000 Penalty: 5187.967285
	Iteration 7Q: 3 clusters Score -4068986 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -4070021.000000 Penalty: 5187.967285
	Iteration 8Q: 3 clusters Score -4070021 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -4071125.000000 Penalty: 5187.967285
	Iteration 9Q: 3 clusters Score -4071125 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4072319.750000 Penalty: 5187.967285
	Iteration 10F: 3 clusters Score -4072320 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4073521.500000 Penalty: 5187.967285
	Iteration 11Q: 3 clusters Score -4073522 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4074558.000000 Penalty: 5187.967285
	Iteration 12Q: 3 clusters Score -4074558 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4075331.500000 Penalty: 5187.967285
	Iteration 13Q: 3 clusters Score -4075332 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4075904.750000 Penalty: 5187.967285
	Iteration 14Q: 3 clusters Score -4075905 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4076320.500000 Penalty: 5187.967285
	Iteration 15Q: 3 clusters Score -4076320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4076571.500000 Penalty: 5187.967285
	Iteration 16Q: 3 clusters Score -4076572 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4076696.250000 Penalty: 5187.967285
	Iteration 17Q: 3 clusters Score -4076696 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4076803.500000 Penalty: 5187.967285
	Iteration 18Q: 3 clusters Score -4076804 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4076872.000000 Penalty: 5187.967285
	Iteration 19Q: 3 clusters Score -4076872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4076930.750000 Penalty: 5187.967285
	Iteration 20F: 3 clusters Score -4076931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4076972.250000 Penalty: 5187.967285
	Iteration 21Q: 3 clusters Score -4076972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4076993.000000 Penalty: 5187.967285
	Iteration 22Q: 3 clusters Score -4076993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4077009.000000 Penalty: 5187.967285
	Iteration 23Q: 3 clusters Score -4077009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4077024.250000 Penalty: 5187.967285
	Iteration 24Q: 3 clusters Score -4077024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4077035.500000 Penalty: 5187.967285
	Iteration 25Q: 3 clusters Score -4077036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4077044.500000 Penalty: 5187.967285
	Iteration 26Q: 3 clusters Score -4077044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4077045.000000 Penalty: 5187.967285
	Iteration 27Q: 3 clusters Score -4077045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4077047.500000 Penalty: 5187.967285
	Iteration 28Q: 3 clusters Score -4077048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4077051.250000 Penalty: 5187.967285
	Iteration 29Q: 3 clusters Score -4077051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4077055.750000 Penalty: 5187.967285
	Iteration 30Q: 3 clusters Score -4077056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4077059.000000 Penalty: 5187.967285
	Iteration 31Q: 3 clusters Score -4077059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4077063.000000 Penalty: 5187.967285
	Iteration 32Q: 3 clusters Score -4077063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4077064.250000 Penalty: 5187.967285
	Iteration 33Q: 3 clusters Score -4077064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4077063.250000 Penalty: 5187.967285
	Iteration 34Q: 3 clusters Score -4077063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4077065.250000 Penalty: 5187.967285
	Iteration 35Q: 3 clusters Score -4077065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4077065.250000 Penalty: 5187.967285
	Iteration 36F: 3 clusters Score -4077065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Entering Unmasked Estep 
Score: -3357597.500000 Penalty: 2543.350830
	Iteration 0F: 2 clusters Score -3357598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3338040.000000 Penalty: 5086.701660
	Iteration 0F: 3 clusters Score -3338040 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3345076.250000 Penalty: 5086.701660
	Iteration 1F: 3 clusters Score -3345076 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -3345673.500000 Penalty: 5086.701660
	Iteration 2F: 3 clusters Score -3345674 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3346296.250000 Penalty: 5086.701660
	Iteration 3F: 3 clusters Score -3346296 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3346976.000000 Penalty: 5086.701660
	Iteration 4F: 3 clusters Score -3346976 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3347645.500000 Penalty: 5086.701660
	Iteration 5Q: 3 clusters Score -3347646 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3348469.500000 Penalty: 5086.701660
	Iteration 6F: 3 clusters Score -3348470 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3349609.250000 Penalty: 5086.701660
	Iteration 7F: 3 clusters Score -3349609 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3351150.750000 Penalty: 5086.701660
	Iteration 8F: 3 clusters Score -3351151 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3352810.000000 Penalty: 5086.701660
	Iteration 9F: 3 clusters Score -3352810 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3353983.750000 Penalty: 5086.701660
	Iteration 10F: 3 clusters Score -3353984 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3354641.250000 Penalty: 5086.701660
	Iteration 11Q: 3 clusters Score -3354641 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3355032.500000 Penalty: 5086.701660
	Iteration 12Q: 3 clusters Score -3355032 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3355240.500000 Penalty: 5086.701660
	Iteration 13Q: 3 clusters Score -3355240 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3355404.500000 Penalty: 5086.701660
	Iteration 14Q: 3 clusters Score -3355404 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3355520.250000 Penalty: 5086.701660
	Iteration 15Q: 3 clusters Score -3355520 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3355601.250000 Penalty: 5086.701660
	Iteration 16Q: 3 clusters Score -3355601 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3355681.250000 Penalty: 5086.701660
	Iteration 17Q: 3 clusters Score -3355681 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3355741.500000 Penalty: 5086.701660
	Iteration 18Q: 3 clusters Score -3355742 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3355794.000000 Penalty: 5086.701660
	Iteration 19Q: 3 clusters Score -3355794 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3355830.500000 Penalty: 5086.701660
	Iteration 20F: 3 clusters Score -3355830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3355866.500000 Penalty: 5086.701660
	Iteration 21Q: 3 clusters Score -3355866 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3355909.750000 Penalty: 5086.701660
	Iteration 22Q: 3 clusters Score -3355910 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3355946.250000 Penalty: 5086.701660
	Iteration 23Q: 3 clusters Score -3355946 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3355967.250000 Penalty: 5086.701660
	Iteration 24Q: 3 clusters Score -3355967 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -3355981.000000 Penalty: 5086.701660
	Iteration 25Q: 3 clusters Score -3355981 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3356002.750000 Penalty: 5086.701660
	Iteration 26Q: 3 clusters Score -3356003 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3356019.000000 Penalty: 5086.701660
	Iteration 27Q: 3 clusters Score -3356019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -3356036.250000 Penalty: 5086.701660
	Iteration 28Q: 3 clusters Score -3356036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3356050.500000 Penalty: 5086.701660
	Iteration 29Q: 3 clusters Score -3356050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3356063.500000 Penalty: 5086.701660
	Iteration 30Q: 3 clusters Score -3356064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3356076.500000 Penalty: 5086.701660
	Iteration 31Q: 3 clusters Score -3356076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3356099.750000 Penalty: 5086.701660
	Iteration 32Q: 3 clusters Score -3356100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3356095.000000 Penalty: 5086.701660
	Iteration 33Q: 3 clusters Score -3356095 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3356126.500000 Penalty: 5086.701660
	Iteration 34Q: 3 clusters Score -3356126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3356122.000000 Penalty: 5086.701660
	Iteration 35Q: 3 clusters Score -3356122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3356133.000000 Penalty: 5086.701660
	Iteration 36Q: 3 clusters Score -3356133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3356144.250000 Penalty: 5086.701660
	Iteration 37Q: 3 clusters Score -3356144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3356149.250000 Penalty: 5086.701660
	Iteration 38Q: 3 clusters Score -3356149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3356173.250000 Penalty: 5086.701660
	Iteration 39Q: 3 clusters Score -3356173 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3356181.250000 Penalty: 5086.701660
	Iteration 40F: 3 clusters Score -3356181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3356193.000000 Penalty: 5086.701660
	Iteration 41Q: 3 clusters Score -3356193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3356203.750000 Penalty: 5086.701660
	Iteration 42Q: 3 clusters Score -3356204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -3356214.250000 Penalty: 5086.701660
	Iteration 43Q: 3 clusters Score -3356214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -3356236.750000 Penalty: 5086.701660
	Iteration 44Q: 3 clusters Score -3356237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3356243.750000 Penalty: 5086.701660
	Iteration 45Q: 3 clusters Score -3356244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3356252.500000 Penalty: 5086.701660
	Iteration 46Q: 3 clusters Score -3356252 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3356277.000000 Penalty: 5086.701660
	Iteration 47Q: 3 clusters Score -3356277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3356279.250000 Penalty: 5086.701660
	Iteration 48Q: 3 clusters Score -3356279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3356294.500000 Penalty: 5086.701660
	Iteration 49Q: 3 clusters Score -3356294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3356297.250000 Penalty: 5086.701660
	Iteration 50Q: 3 clusters Score -3356297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -3356313.750000 Penalty: 5086.701660
	Iteration 51Q: 3 clusters Score -3356314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -3356323.250000 Penalty: 5086.701660
	Iteration 52Q: 3 clusters Score -3356323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3356337.250000 Penalty: 5086.701660
	Iteration 53Q: 3 clusters Score -3356337 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3356353.500000 Penalty: 5086.701660
	Iteration 54Q: 3 clusters Score -3356354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3356363.500000 Penalty: 5086.701660
	Iteration 55Q: 3 clusters Score -3356364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3356373.000000 Penalty: 5086.701660
	Iteration 56Q: 3 clusters Score -3356373 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3356388.000000 Penalty: 5086.701660
	Iteration 57Q: 3 clusters Score -3356388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3356392.000000 Penalty: 5086.701660
	Iteration 58Q: 3 clusters Score -3356392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3356401.500000 Penalty: 5086.701660
	Iteration 59Q: 3 clusters Score -3356402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3356405.000000 Penalty: 5086.701660
	Iteration 60F: 3 clusters Score -3356405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3356418.500000 Penalty: 5086.701660
	Iteration 61Q: 3 clusters Score -3356418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3356412.750000 Penalty: 5086.701660
	Iteration 62Q: 3 clusters Score -3356413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3356423.000000 Penalty: 5086.701660
	Iteration 63Q: 3 clusters Score -3356423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -3356421.250000 Penalty: 5086.701660
	Iteration 64Q: 3 clusters Score -3356421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3356433.250000 Penalty: 5086.701660
	Iteration 65Q: 3 clusters Score -3356433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3356431.250000 Penalty: 5086.701660
	Iteration 66Q: 3 clusters Score -3356431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3356444.000000 Penalty: 5086.701660
	Iteration 67Q: 3 clusters Score -3356444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3356453.000000 Penalty: 5086.701660
	Iteration 68Q: 3 clusters Score -3356453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3356451.750000 Penalty: 5086.701660
	Iteration 69Q: 3 clusters Score -3356452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3356453.000000 Penalty: 5086.701660
	Iteration 70Q: 3 clusters Score -3356453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3356450.500000 Penalty: 5086.701660
	Iteration 71Q: 3 clusters Score -3356450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3356452.000000 Penalty: 5086.701660
	Iteration 72Q: 3 clusters Score -3356452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3356449.250000 Penalty: 5086.701660
	Iteration 73Q: 3 clusters Score -3356449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3356458.250000 Penalty: 5086.701660
	Iteration 74Q: 3 clusters Score -3356458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -3356459.000000 Penalty: 5086.701660
	Iteration 75Q: 3 clusters Score -3356459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3356464.750000 Penalty: 5086.701660
	Iteration 76Q: 3 clusters Score -3356465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3356471.750000 Penalty: 5086.701660
	Iteration 77Q: 3 clusters Score -3356472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3356476.750000 Penalty: 5086.701660
	Iteration 78Q: 3 clusters Score -3356477 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3356479.500000 Penalty: 5086.701660
	Iteration 79Q: 3 clusters Score -3356480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3356484.250000 Penalty: 5086.701660
	Iteration 80F: 3 clusters Score -3356484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3356489.250000 Penalty: 5086.701660
	Iteration 81Q: 3 clusters Score -3356489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3356490.500000 Penalty: 5086.701660
	Iteration 82Q: 3 clusters Score -3356490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -3356483.000000 Penalty: 5086.701660
	Iteration 83Q: 3 clusters Score -3356483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -3356487.500000 Penalty: 5086.701660
	Iteration 84Q: 3 clusters Score -3356488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3356499.000000 Penalty: 5086.701660
	Iteration 85Q: 3 clusters Score -3356499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3356501.750000 Penalty: 5086.701660
	Iteration 86Q: 3 clusters Score -3356502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3356496.250000 Penalty: 5086.701660
	Iteration 87Q: 3 clusters Score -3356496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3356508.500000 Penalty: 5086.701660
	Iteration 88Q: 3 clusters Score -3356508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3356505.000000 Penalty: 5086.701660
	Iteration 89Q: 3 clusters Score -3356505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -3356509.250000 Penalty: 5086.701660
	Iteration 90Q: 3 clusters Score -3356509 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3356520.250000 Penalty: 5086.701660
	Iteration 91Q: 3 clusters Score -3356520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3356526 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3356525.750000 Penalty: 5086.701660
	Iteration 93Q: 3 clusters Score -3356526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3356530.750000 Penalty: 5086.701660
	Iteration 94Q: 3 clusters Score -3356531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -3356535.250000 Penalty: 5086.701660
	Iteration 95Q: 3 clusters Score -3356535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3356527.250000 Penalty: 5086.701660
	Iteration 96Q: 3 clusters Score -3356527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3356532.500000 Penalty: 5086.701660
	Iteration 97Q: 3 clusters Score -3356532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3356529.250000 Penalty: 5086.701660
	Iteration 98Q: 3 clusters Score -3356529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -3356535.500000 Penalty: 5086.701660
	Iteration 99Q: 3 clusters Score -3356536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -3356531.500000 Penalty: 5086.701660
	Iteration 100F: 3 clusters Score -3356532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3356530.500000 Penalty: 5086.701660
	Iteration 101Q: 3 clusters Score -3356530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3356534.250000 Penalty: 5086.701660
	Iteration 102Q: 3 clusters Score -3356534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -3356537.000000 Penalty: 5086.701660
	Iteration 103Q: 3 clusters Score -3356537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3356542.500000 Penalty: 5086.701660
	Iteration 104Q: 3 clusters Score -3356542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3356543.750000 Penalty: 5086.701660
	Iteration 105Q: 3 clusters Score -3356544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3356552.250000 Penalty: 5086.701660
	Iteration 106Q: 3 clusters Score -3356552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3356552.750000 Penalty: 5086.701660
	Iteration 107Q: 3 clusters Score -3356553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -3356562.500000 Penalty: 5086.701660
	Iteration 108Q: 3 clusters Score -3356562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3356561.250000 Penalty: 5086.701660
	Iteration 109Q: 3 clusters Score -3356561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3356571.500000 Penalty: 5086.701660
	Iteration 110Q: 3 clusters Score -3356572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3356581.500000 Penalty: 5086.701660
	Iteration 111Q: 3 clusters Score -3356582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -3356590.250000 Penalty: 5086.701660
	Iteration 112Q: 3 clusters Score -3356590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3356592.750000 Penalty: 5086.701660
	Iteration 113Q: 3 clusters Score -3356593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3356598.000000 Penalty: 5086.701660
	Iteration 114Q: 3 clusters Score -3356598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3356603.000000 Penalty: 5086.701660
	Iteration 115Q: 3 clusters Score -3356603 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3356610.750000 Penalty: 5086.701660
	Iteration 116Q: 3 clusters Score -3356611 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3356629.000000 Penalty: 5086.701660
	Iteration 117Q: 3 clusters Score -3356629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -3356646.000000 Penalty: 5086.701660
	Iteration 118Q: 3 clusters Score -3356646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3356660.000000 Penalty: 5086.701660
	Iteration 119Q: 3 clusters Score -3356660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3356674.250000 Penalty: 5086.701660
	Iteration 120F: 3 clusters Score -3356674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3356688.000000 Penalty: 5086.701660
	Iteration 121Q: 3 clusters Score -3356688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3356698.750000 Penalty: 5086.701660
	Iteration 122Q: 3 clusters Score -3356699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -3356698.250000 Penalty: 5086.701660
	Iteration 123Q: 3 clusters Score -3356698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3356710.500000 Penalty: 5086.701660
	Iteration 124Q: 3 clusters Score -3356710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3356719.500000 Penalty: 5086.701660
	Iteration 125Q: 3 clusters Score -3356720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3356735.000000 Penalty: 5086.701660
	Iteration 126Q: 3 clusters Score -3356735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -3356733.750000 Penalty: 5086.701660
	Iteration 127Q: 3 clusters Score -3356734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -3356736.000000 Penalty: 5086.701660
	Iteration 128Q: 3 clusters Score -3356736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3356745.250000 Penalty: 5086.701660
	Iteration 129Q: 3 clusters Score -3356745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3356762.000000 Penalty: 5086.701660
	Iteration 130Q: 3 clusters Score -3356762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3356770.000000 Penalty: 5086.701660
	Iteration 131Q: 3 clusters Score -3356770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3356779.250000 Penalty: 5086.701660
	Iteration 132Q: 3 clusters Score -3356779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3356788.750000 Penalty: 5086.701660
	Iteration 133Q: 3 clusters Score -3356789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3356786.500000 Penalty: 5086.701660
	Iteration 134Q: 3 clusters Score -3356786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -3356794.000000 Penalty: 5086.701660
	Iteration 135Q: 3 clusters Score -3356794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -3356798.750000 Penalty: 5086.701660
	Iteration 136Q: 3 clusters Score -3356799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3356803.500000 Penalty: 5086.701660
	Iteration 137Q: 3 clusters Score -3356804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3356814.250000 Penalty: 5086.701660
	Iteration 138Q: 3 clusters Score -3356814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3356815.750000 Penalty: 5086.701660
	Iteration 139Q: 3 clusters Score -3356816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3356820.500000 Penalty: 5086.701660
	Iteration 140F: 3 clusters Score -3356820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3356817.250000 Penalty: 5086.701660
	Iteration 141Q: 3 clusters Score -3356817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -3356822.500000 Penalty: 5086.701660
	Iteration 142Q: 3 clusters Score -3356822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3356825.500000 Penalty: 5086.701660
	Iteration 143Q: 3 clusters Score -3356826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -3356825.250000 Penalty: 5086.701660
	Iteration 144Q: 3 clusters Score -3356825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3356829.500000 Penalty: 5086.701660
	Iteration 145Q: 3 clusters Score -3356830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3356828.750000 Penalty: 5086.701660
	Iteration 146Q: 3 clusters Score -3356829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3356832.250000 Penalty: 5086.701660
	Iteration 147Q: 3 clusters Score -3356832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3356826.000000 Penalty: 5086.701660
	Iteration 148Q: 3 clusters Score -3356826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3356827.500000 Penalty: 5086.701660
	Iteration 149Q: 3 clusters Score -3356828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3356822.750000 Penalty: 5086.701660
	Iteration 150Q: 3 clusters Score -3356823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3356823.000000 Penalty: 5086.701660
	Iteration 151Q: 3 clusters Score -3356823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3356822.000000 Penalty: 5086.701660
	Iteration 152Q: 3 clusters Score -3356822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3356824.750000 Penalty: 5086.701660
	Iteration 153Q: 3 clusters Score -3356825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -3356830.250000 Penalty: 5086.701660
	Iteration 154Q: 3 clusters Score -3356830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -3356829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3356829.250000 Penalty: 5086.701660
	Iteration 156F: 3 clusters Score -3356829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17481 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1921440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1909113.000000 Penalty: 4845.359375
	Iteration 0F: 3 clusters Score -1909113 nChanged 7658
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1913605 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1914410 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1915281.375000 Penalty: 4845.359375
	Iteration 3F: 3 clusters Score -1915281 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1916184.750000 Penalty: 4845.359375
	Iteration 4F: 3 clusters Score -1916185 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1917020.625000 Penalty: 4845.359375
	Iteration 5F: 3 clusters Score -1917021 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1917693.750000 Penalty: 4845.359375
	Iteration 6F: 3 clusters Score -1917694 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1918185.375000 Penalty: 4845.359375
	Iteration 7Q: 3 clusters Score -1918185 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1918541.750000 Penalty: 4845.359375
	Iteration 8Q: 3 clusters Score -1918542 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1918796.625000 Penalty: 4845.359375
	Iteration 9Q: 3 clusters Score -1918797 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1919019.875000 Penalty: 4845.359375
	Iteration 10Q: 3 clusters Score -1919020 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1919219.875000 Penalty: 4845.359375
	Iteration 11Q: 3 clusters Score -1919220 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1919439.375000 Penalty: 4845.359375
	Iteration 12Q: 3 clusters Score -1919439 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1919682.375000 Penalty: 4845.359375
	Iteration 13Q: 3 clusters Score -1919682 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1919931.750000 Penalty: 4845.359375
	Iteration 14Q: 3 clusters Score -1919932 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1920176.750000 Penalty: 4845.359375
	Iteration 15Q: 3 clusters Score -1920177 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1920433.625000 Penalty: 4845.359375
	Iteration 16Q: 3 clusters Score -1920434 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1920687.875000 Penalty: 4845.359375
	Iteration 17Q: 3 clusters Score -1920688 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1920959.000000 Penalty: 4845.359375
	Iteration 18Q: 3 clusters Score -1920959 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1921188.625000 Penalty: 4845.359375
	Iteration 19Q: 3 clusters Score -1921189 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1921337.375000 Penalty: 4845.359375
	Iteration 20F: 3 clusters Score -1921337 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1921449.000000 Penalty: 4845.359375
	Iteration 21Q: 3 clusters Score -1921449 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1921514.000000 Penalty: 4845.359375
	Iteration 22Q: 3 clusters Score -1921514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1921568.875000 Penalty: 4845.359375
	Iteration 23Q: 3 clusters Score -1921569 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1921604.375000 Penalty: 4845.359375
	Iteration 24Q: 3 clusters Score -1921604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1921627.875000 Penalty: 4845.359375
	Iteration 25Q: 3 clusters Score -1921628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1921646.125000 Penalty: 4845.359375
	Iteration 26Q: 3 clusters Score -1921646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1921651.375000 Penalty: 4845.359375
	Iteration 27Q: 3 clusters Score -1921651 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1921666.750000 Penalty: 4845.359375
	Iteration 28Q: 3 clusters Score -1921667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1921672.750000 Penalty: 4845.359375
	Iteration 29Q: 3 clusters Score -1921673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1921675.000000 Penalty: 4845.359375
	Iteration 30Q: 3 clusters Score -1921675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1921679.500000 Penalty: 4845.359375
	Iteration 31Q: 3 clusters Score -1921680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1921681.875000 Penalty: 4845.359375
	Iteration 32Q: 3 clusters Score -1921682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1921684.875000 Penalty: 4845.359375
	Iteration 33Q: 3 clusters Score -1921685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1921682.875000 Penalty: 4845.359375
	Iteration 34Q: 3 clusters Score -1921683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1921686.875000 Penalty: 4845.359375
	Iteration 35Q: 3 clusters Score -1921687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1921688.250000 Penalty: 4845.359375
	Iteration 36Q: 3 clusters Score -1921688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1921689.500000 Penalty: 4845.359375
	Iteration 37Q: 3 clusters Score -1921690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1921688.750000 Penalty: 4845.359375
	Iteration 38Q: 3 clusters Score -1921689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1921686.875000 Penalty: 4845.359375
	Iteration 39Q: 3 clusters Score -1921687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1921689.875000 Penalty: 4845.359375
	Iteration 40F: 3 clusters Score -1921690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1921690.875000 Penalty: 4845.359375
	Iteration 41Q: 3 clusters Score -1921691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1921688.625000 Penalty: 4845.359375
	Iteration 42Q: 3 clusters Score -1921689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1921687.625000 Penalty: 4845.359375
	Iteration 43Q: 3 clusters Score -1921688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1921689.750000 Penalty: 4845.359375
	Iteration 44Q: 3 clusters Score -1921690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1921687.625000 Penalty: 4845.359375
	Iteration 45Q: 3 clusters Score -1921688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1921686.625000 Penalty: 4845.359375
	Iteration 46Q: 3 clusters Score -1921687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1921686.125000 Penalty: 4845.359375
	Iteration 47Q: 3 clusters Score -1921686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1921690.875000 Penalty: 4845.359375
	Iteration 48Q: 3 clusters Score -1921691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1921689.125000 Penalty: 4845.359375
	Iteration 49Q: 3 clusters Score -1921689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1921690.250000 Penalty: 4845.359375
	Iteration 50Q: 3 clusters Score -1921690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1921688.375000 Penalty: 4845.359375
	Iteration 51Q: 3 clusters Score -1921688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1921689.375000 Penalty: 4845.359375
	Iteration 52Q: 3 clusters Score -1921689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1921692.625000 Penalty: 4845.359375
	Iteration 53Q: 3 clusters Score -1921693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1921696.375000 Penalty: 4845.359375
	Iteration 54Q: 3 clusters Score -1921696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1921696.375000 Penalty: 4845.359375
	Iteration 55F: 3 clusters Score -1921696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 47032 members 
Mstep: Class 5 contains 24738 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 12 contains 239985 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 125339 members 
Mstep: Class 18 contains 169085 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 172986 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 23126 members 
Mstep: Class 26 contains 222412 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 16744 members 
Mstep: Class 29 contains 22613 members 
Mstep: Class 30 contains 227295 members 
Mstep: Class 31 contains 10807 members 
Entering Unmasked Estep 
Score: -225879680.000000 Penalty: 111593.093750
Splitting cluster 9 changes total score from -225881456.000000 to -225879680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (104727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104727 members 
Entering Unmasked Estep 
Score: -12252810.000000 Penalty: 2866.659912
	Iteration 0F: 2 clusters Score -1.225281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -12182448.000000 Penalty: 5733.319824
	Iteration 0F: 3 clusters Score -1.218245e+07 nChanged 49586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -12211112.000000 Penalty: 5733.319824
	Iteration 1F: 3 clusters Score -1.221111e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -12211961.000000 Penalty: 5733.319824
	Iteration 2Q: 3 clusters Score -1.221196e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -12213027.000000 Penalty: 5733.319824
	Iteration 3Q: 3 clusters Score -1.221303e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -12214523.000000 Penalty: 5733.319824
	Iteration 4Q: 3 clusters Score -1.221452e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -12216246.000000 Penalty: 5733.319824
	Iteration 5Q: 3 clusters Score -1.221625e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -12218351.000000 Penalty: 5733.319824
	Iteration 6Q: 3 clusters Score -1.221835e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -12220973.000000 Penalty: 5733.319824
	Iteration 7F: 3 clusters Score -1.222097e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -12223716.000000 Penalty: 5733.319824
	Iteration 8F: 3 clusters Score -1.222372e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -12226673.000000 Penalty: 5733.319824
	Iteration 9F: 3 clusters Score -1.222667e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -12229714.000000 Penalty: 5733.319824
	Iteration 10F: 3 clusters Score -1.222971e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -12232670.000000 Penalty: 5733.319824
	Iteration 11Q: 3 clusters Score -1.223267e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -12235349.000000 Penalty: 5733.319824
	Iteration 12Q: 3 clusters Score -1.223535e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -12237770.000000 Penalty: 5733.319824
	Iteration 13Q: 3 clusters Score -1.223777e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -12240022.000000 Penalty: 5733.319824
	Iteration 14Q: 3 clusters Score -1.224002e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -12241817.000000 Penalty: 5733.319824
	Iteration 15Q: 3 clusters Score -1.224182e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -12243441.000000 Penalty: 5733.319824
	Iteration 16Q: 3 clusters Score -1.224344e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -12244944.000000 Penalty: 5733.319824
	Iteration 17Q: 3 clusters Score -1.224494e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 90289 members 
Entering Unmasked Estep 
Score: -12246311.000000 Penalty: 5733.319824
	Iteration 18Q: 3 clusters Score -1.224631e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -12247417.000000 Penalty: 5733.319824
	Iteration 19Q: 3 clusters Score -1.224742e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -12248262.000000 Penalty: 5733.319824
	Iteration 20F: 3 clusters Score -1.224826e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -12248875.000000 Penalty: 5733.319824
	Iteration 21Q: 3 clusters Score -1.224888e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -12249405.000000 Penalty: 5733.319824
	Iteration 22Q: 3 clusters Score -1.22494e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -12249690.000000 Penalty: 5733.319824
	Iteration 23Q: 3 clusters Score -1.224969e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -12249927.000000 Penalty: 5733.319824
	Iteration 24Q: 3 clusters Score -1.224993e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 97236 members 
Entering Unmasked Estep 
Score: -12250094.000000 Penalty: 5733.319824
	Iteration 25Q: 3 clusters Score -1.225009e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -12250250.000000 Penalty: 5733.319824
	Iteration 26Q: 3 clusters Score -1.225025e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -12250383.000000 Penalty: 5733.319824
	Iteration 27Q: 3 clusters Score -1.225038e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 98337 members 
Entering Unmasked Estep 
Score: -12250426.000000 Penalty: 5733.319824
	Iteration 28Q: 3 clusters Score -1.225043e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 98653 members 
Entering Unmasked Estep 
Score: -12250520.000000 Penalty: 5733.319824
	Iteration 29Q: 3 clusters Score -1.225052e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -12250578.000000 Penalty: 5733.319824
	Iteration 30Q: 3 clusters Score -1.225058e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 99157 members 
Entering Unmasked Estep 
Score: -12250599.000000 Penalty: 5733.319824
	Iteration 31Q: 3 clusters Score -1.22506e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -12250630.000000 Penalty: 5733.319824
	Iteration 32Q: 3 clusters Score -1.225063e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -12250661.000000 Penalty: 5733.319824
	Iteration 33Q: 3 clusters Score -1.225066e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -12250688.000000 Penalty: 5733.319824
	Iteration 34Q: 3 clusters Score -1.225069e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -12250703.000000 Penalty: 5733.319824
	Iteration 35Q: 3 clusters Score -1.22507e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 100043 members 
Entering Unmasked Estep 
Score: -12250721.000000 Penalty: 5733.319824
	Iteration 36Q: 3 clusters Score -1.225072e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 100151 members 
Entering Unmasked Estep 
Score: -12250753.000000 Penalty: 5733.319824
	Iteration 37Q: 3 clusters Score -1.225075e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -12250757.000000 Penalty: 5733.319824
	Iteration 38Q: 3 clusters Score -1.225076e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -12250786.000000 Penalty: 5733.319824
	Iteration 39Q: 3 clusters Score -1.225079e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 100414 members 
Entering Unmasked Estep 
Score: -12250810.000000 Penalty: 5733.319824
	Iteration 40F: 3 clusters Score -1.225081e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -12250814.000000 Penalty: 5733.319824
	Iteration 41Q: 3 clusters Score -1.225081e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -12250837.000000 Penalty: 5733.319824
	Iteration 42Q: 3 clusters Score -1.225084e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -12250859.000000 Penalty: 5733.319824
	Iteration 43Q: 3 clusters Score -1.225086e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -12250890.000000 Penalty: 5733.319824
	Iteration 44Q: 3 clusters Score -1.225089e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -12250920.000000 Penalty: 5733.319824
	Iteration 45Q: 3 clusters Score -1.225092e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -12250923.000000 Penalty: 5733.319824
	Iteration 46Q: 3 clusters Score -1.225092e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -12250937.000000 Penalty: 5733.319824
	Iteration 47Q: 3 clusters Score -1.225094e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 101006 members 
Entering Unmasked Estep 
Score: -12250924.000000 Penalty: 5733.319824
	Iteration 48Q: 3 clusters Score -1.225092e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -12250919.000000 Penalty: 5733.319824
	Iteration 49Q: 3 clusters Score -1.225092e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -12250945.000000 Penalty: 5733.319824
	Iteration 50Q: 3 clusters Score -1.225094e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -12250955.000000 Penalty: 5733.319824
	Iteration 51Q: 3 clusters Score -1.225096e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -12250947.000000 Penalty: 5733.319824
	Iteration 52Q: 3 clusters Score -1.225095e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -12250969.000000 Penalty: 5733.319824
	Iteration 53Q: 3 clusters Score -1.225097e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 101373 members 
Entering Unmasked Estep 
Score: -12250992.000000 Penalty: 5733.319824
	Iteration 54Q: 3 clusters Score -1.225099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -12250987.000000 Penalty: 5733.319824
	Iteration 55Q: 3 clusters Score -1.225099e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 101486 members 
Entering Unmasked Estep 
Score: -12250974.000000 Penalty: 5733.319824
	Iteration 56Q: 3 clusters Score -1.225097e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -12250998.000000 Penalty: 5733.319824
	Iteration 57Q: 3 clusters Score -1.2251e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -12251010.000000 Penalty: 5733.319824
	Iteration 58Q: 3 clusters Score -1.225101e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -12251048.000000 Penalty: 5733.319824
	Iteration 59Q: 3 clusters Score -1.225105e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -12251057.000000 Penalty: 5733.319824
	Iteration 60F: 3 clusters Score -1.225106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 101786 members 
Entering Unmasked Estep 
Score: -12251064.000000 Penalty: 5733.319824
	Iteration 61Q: 3 clusters Score -1.225106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 101824 members 
Entering Unmasked Estep 
Score: -12251084.000000 Penalty: 5733.319824
	Iteration 62Q: 3 clusters Score -1.225108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 101857 members 
Entering Unmasked Estep 
Score: -12251093.000000 Penalty: 5733.319824
	Iteration 63Q: 3 clusters Score -1.225109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -12251089.000000 Penalty: 5733.319824
	Iteration 64Q: 3 clusters Score -1.225109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -12251090.000000 Penalty: 5733.319824
	Iteration 65Q: 3 clusters Score -1.225109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -12251077.000000 Penalty: 5733.319824
	Iteration 66Q: 3 clusters Score -1.225108e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -12251084.000000 Penalty: 5733.319824
	Iteration 67Q: 3 clusters Score -1.225108e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -12251094.000000 Penalty: 5733.319824
	Iteration 68Q: 3 clusters Score -1.225109e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -12251116.000000 Penalty: 5733.319824
	Iteration 69Q: 3 clusters Score -1.225112e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 102166 members 
Entering Unmasked Estep 
Score: -12251121.000000 Penalty: 5733.319824
	Iteration 70Q: 3 clusters Score -1.225112e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
Score: -12251146.000000 Penalty: 5733.319824
	Iteration 71Q: 3 clusters Score -1.225115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 102280 members 
Entering Unmasked Estep 
Score: -12251168.000000 Penalty: 5733.319824
	Iteration 72Q: 3 clusters Score -1.225117e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 102333 members 
Entering Unmasked Estep 
Score: -12251180.000000 Penalty: 5733.319824
	Iteration 73Q: 3 clusters Score -1.225118e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -12251175.000000 Penalty: 5733.319824
	Iteration 74Q: 3 clusters Score -1.225118e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 102450 members 
Entering Unmasked Estep 
Score: -12251188.000000 Penalty: 5733.319824
	Iteration 75Q: 3 clusters Score -1.225119e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 102512 members 
Entering Unmasked Estep 
Score: -12251203.000000 Penalty: 5733.319824
	Iteration 76Q: 3 clusters Score -1.22512e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -12251210.000000 Penalty: 5733.319824
	Iteration 77Q: 3 clusters Score -1.225121e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 102621 members 
Entering Unmasked Estep 
Score: -12251234.000000 Penalty: 5733.319824
	Iteration 78Q: 3 clusters Score -1.225123e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 102674 members 
Entering Unmasked Estep 
Score: -12251255.000000 Penalty: 5733.319824
	Iteration 79Q: 3 clusters Score -1.225126e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 102724 members 
Entering Unmasked Estep 
Score: -12251268.000000 Penalty: 5733.319824
	Iteration 80F: 3 clusters Score -1.225127e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -12251291.000000 Penalty: 5733.319824
	Iteration 81Q: 3 clusters Score -1.225129e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -12251307.000000 Penalty: 5733.319824
	Iteration 82Q: 3 clusters Score -1.225131e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 102866 members 
Entering Unmasked Estep 
Score: -12251304.000000 Penalty: 5733.319824
	Iteration 83Q: 3 clusters Score -1.22513e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -12251310.000000 Penalty: 5733.319824
	Iteration 84Q: 3 clusters Score -1.225131e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 102954 members 
Entering Unmasked Estep 
Score: -12251307.000000 Penalty: 5733.319824
	Iteration 85Q: 3 clusters Score -1.225131e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 102986 members 
Entering Unmasked Estep 
Score: -12251330.000000 Penalty: 5733.319824
	Iteration 86Q: 3 clusters Score -1.225133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -12251343.000000 Penalty: 5733.319824
	Iteration 87Q: 3 clusters Score -1.225134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -12251377.000000 Penalty: 5733.319824
	Iteration 88Q: 3 clusters Score -1.225138e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 103080 members 
Entering Unmasked Estep 
Score: -12251398.000000 Penalty: 5733.319824
	Iteration 89Q: 3 clusters Score -1.22514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 103094 members 
Entering Unmasked Estep 
Score: -12251410.000000 Penalty: 5733.319824
	Iteration 90Q: 3 clusters Score -1.225141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 103109 members 
Entering Unmasked Estep 
Score: -12251413.000000 Penalty: 5733.319824
	Iteration 91Q: 3 clusters Score -1.225141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 103120 members 
Entering Unmasked Estep 
Score: -12251409.000000 Penalty: 5733.319824
	Iteration 92Q: 3 clusters Score -1.225141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 103133 members 
Entering Unmasked Estep 
Score: -12251427.000000 Penalty: 5733.319824
	Iteration 93Q: 3 clusters Score -1.225143e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 103141 members 
Entering Unmasked Estep 
Score: -12251419.000000 Penalty: 5733.319824
	Iteration 94Q: 3 clusters Score -1.225142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -12251428.000000 Penalty: 5733.319824
	Iteration 95Q: 3 clusters Score -1.225143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 103159 members 
Entering Unmasked Estep 
Score: -12251420.000000 Penalty: 5733.319824
	Iteration 96Q: 3 clusters Score -1.225142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -12251431.000000 Penalty: 5733.319824
	Iteration 97Q: 3 clusters Score -1.225143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -12251423.000000 Penalty: 5733.319824
	Iteration 98Q: 3 clusters Score -1.225142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 103162 members 
Entering Unmasked Estep 
Score: -12251425.000000 Penalty: 5733.319824
	Iteration 99Q: 3 clusters Score -1.225142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 103164 members 
Entering Unmasked Estep 
Score: -12251425.000000 Penalty: 5733.319824
	Iteration 100F: 3 clusters Score -1.225142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -12251419.000000 Penalty: 5733.319824
	Iteration 101Q: 3 clusters Score -1.225142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 103166 members 
Entering Unmasked Estep 
Score: -12251419.000000 Penalty: 5733.319824
	Iteration 102F: 3 clusters Score -1.225142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (125671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125671 members 
Entering Unmasked Estep 
Score: -14224787.000000 Penalty: 2911.872803
	Iteration 0F: 2 clusters Score -1.422479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -14140528.000000 Penalty: 5823.745605
	Iteration 0F: 3 clusters Score -1.414053e+07 nChanged 60047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -14176177.000000 Penalty: 5823.745605
	Iteration 1F: 3 clusters Score -1.417618e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -14178072.000000 Penalty: 5823.745605
	Iteration 2Q: 3 clusters Score -1.417807e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -14180244.000000 Penalty: 5823.745605
	Iteration 3Q: 3 clusters Score -1.418024e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -14182873.000000 Penalty: 5823.745605
	Iteration 4Q: 3 clusters Score -1.418287e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -14186108.000000 Penalty: 5823.745605
	Iteration 5F: 3 clusters Score -1.418611e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -14189586.000000 Penalty: 5823.745605
	Iteration 6F: 3 clusters Score -1.418959e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -14193432.000000 Penalty: 5823.745605
	Iteration 7F: 3 clusters Score -1.419343e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -14197433.000000 Penalty: 5823.745605
	Iteration 8F: 3 clusters Score -1.419743e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -14200845.000000 Penalty: 5823.745605
	Iteration 9Q: 3 clusters Score -1.420084e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -14203589.000000 Penalty: 5823.745605
	Iteration 10Q: 3 clusters Score -1.420359e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 71085 members 
Entering Unmasked Estep 
Score: -14205147.000000 Penalty: 5823.745605
	Iteration 11Q: 3 clusters Score -1.420515e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 71785 members 
Entering Unmasked Estep 
Score: -14205970.000000 Penalty: 5823.745605
	Iteration 12Q: 3 clusters Score -1.420597e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -14206556.000000 Penalty: 5823.745605
	Iteration 13Q: 3 clusters Score -1.420656e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -14206985.000000 Penalty: 5823.745605
	Iteration 14Q: 3 clusters Score -1.420698e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -14207309.000000 Penalty: 5823.745605
	Iteration 15Q: 3 clusters Score -1.420731e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -14207710.000000 Penalty: 5823.745605
	Iteration 16Q: 3 clusters Score -1.420771e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -14208106.000000 Penalty: 5823.745605
	Iteration 17Q: 3 clusters Score -1.420811e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -14208663.000000 Penalty: 5823.745605
	Iteration 18Q: 3 clusters Score -1.420866e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 75672 members 
Entering Unmasked Estep 
Score: -14209266.000000 Penalty: 5823.745605
	Iteration 19Q: 3 clusters Score -1.420927e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 76280 members 
Entering Unmasked Estep 
Score: -14209824.000000 Penalty: 5823.745605
	Iteration 20F: 3 clusters Score -1.420982e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 76893 members 
Entering Unmasked Estep 
Score: -14210425.000000 Penalty: 5823.745605
	Iteration 21Q: 3 clusters Score -1.421042e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -14211037.000000 Penalty: 5823.745605
	Iteration 22Q: 3 clusters Score -1.421104e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -14211558.000000 Penalty: 5823.745605
	Iteration 23Q: 3 clusters Score -1.421156e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -14212063.000000 Penalty: 5823.745605
	Iteration 24Q: 3 clusters Score -1.421206e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -14212564.000000 Penalty: 5823.745605
	Iteration 25Q: 3 clusters Score -1.421256e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -14213037.000000 Penalty: 5823.745605
	Iteration 26Q: 3 clusters Score -1.421304e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
Score: -14213562.000000 Penalty: 5823.745605
	Iteration 27Q: 3 clusters Score -1.421356e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 77515 members 
Entering Unmasked Estep 
Score: -14214119.000000 Penalty: 5823.745605
	Iteration 28Q: 3 clusters Score -1.421412e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -14214578.000000 Penalty: 5823.745605
	Iteration 29Q: 3 clusters Score -1.421458e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -14215022.000000 Penalty: 5823.745605
	Iteration 30Q: 3 clusters Score -1.421502e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -14215338.000000 Penalty: 5823.745605
	Iteration 31Q: 3 clusters Score -1.421534e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -14215568.000000 Penalty: 5823.745605
	Iteration 32Q: 3 clusters Score -1.421557e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -14215893.000000 Penalty: 5823.745605
	Iteration 33Q: 3 clusters Score -1.421589e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -14216147.000000 Penalty: 5823.745605
	Iteration 34Q: 3 clusters Score -1.421615e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -14216443.000000 Penalty: 5823.745605
	Iteration 35Q: 3 clusters Score -1.421644e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -14216564.000000 Penalty: 5823.745605
	Iteration 36Q: 3 clusters Score -1.421656e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -14216584.000000 Penalty: 5823.745605
	Iteration 37Q: 3 clusters Score -1.421658e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -14216781.000000 Penalty: 5823.745605
	Iteration 38Q: 3 clusters Score -1.421678e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 71917 members 
Entering Unmasked Estep 
Score: -14216867.000000 Penalty: 5823.745605
	Iteration 39Q: 3 clusters Score -1.421687e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54051 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -14216917.000000 Penalty: 5823.745605
	Iteration 40F: 3 clusters Score -1.421692e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -14216974.000000 Penalty: 5823.745605
	Iteration 41Q: 3 clusters Score -1.421697e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 70925 members 
Entering Unmasked Estep 
Score: -14217125.000000 Penalty: 5823.745605
	Iteration 42Q: 3 clusters Score -1.421712e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -14217178.000000 Penalty: 5823.745605
	Iteration 43Q: 3 clusters Score -1.421718e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -14217317.000000 Penalty: 5823.745605
	Iteration 44Q: 3 clusters Score -1.421732e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -14217361.000000 Penalty: 5823.745605
	Iteration 45Q: 3 clusters Score -1.421736e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -14217444.000000 Penalty: 5823.745605
	Iteration 46Q: 3 clusters Score -1.421744e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -14217511.000000 Penalty: 5823.745605
	Iteration 47Q: 3 clusters Score -1.421751e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -14217597.000000 Penalty: 5823.745605
	Iteration 48Q: 3 clusters Score -1.42176e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -14217613.000000 Penalty: 5823.745605
	Iteration 49Q: 3 clusters Score -1.421761e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -14217627.000000 Penalty: 5823.745605
	Iteration 50Q: 3 clusters Score -1.421763e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56821 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -14217645.000000 Penalty: 5823.745605
	Iteration 51Q: 3 clusters Score -1.421764e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -14217646.000000 Penalty: 5823.745605
	Iteration 52Q: 3 clusters Score -1.421765e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 68593 members 
Entering Unmasked Estep 
Score: -14217667.000000 Penalty: 5823.745605
	Iteration 53Q: 3 clusters Score -1.421767e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -14217670.000000 Penalty: 5823.745605
	Iteration 54Q: 3 clusters Score -1.421767e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -14217654.000000 Penalty: 5823.745605
	Iteration 55Q: 3 clusters Score -1.421765e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -14217675.000000 Penalty: 5823.745605
	Iteration 56Q: 3 clusters Score -1.421768e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -14217706.000000 Penalty: 5823.745605
	Iteration 57Q: 3 clusters Score -1.421771e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 68044 members 
Entering Unmasked Estep 
Score: -14217704.000000 Penalty: 5823.745605
	Iteration 58Q: 3 clusters Score -1.42177e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -14217698.000000 Penalty: 5823.745605
	Iteration 59Q: 3 clusters Score -1.42177e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 67885 members 
Entering Unmasked Estep 
Score: -14217701.000000 Penalty: 5823.745605
	Iteration 60F: 3 clusters Score -1.42177e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57868 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -14217723.000000 Penalty: 5823.745605
	Iteration 61Q: 3 clusters Score -1.421772e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 67720 members 
Entering Unmasked Estep 
Score: -14217715.000000 Penalty: 5823.745605
	Iteration 62Q: 3 clusters Score -1.421772e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -14217734.000000 Penalty: 5823.745605
	Iteration 63Q: 3 clusters Score -1.421773e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -14217747.000000 Penalty: 5823.745605
	Iteration 64Q: 3 clusters Score -1.421775e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -14217735.000000 Penalty: 5823.745605
	Iteration 65Q: 3 clusters Score -1.421774e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -14217744.000000 Penalty: 5823.745605
	Iteration 66Q: 3 clusters Score -1.421774e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -14217770.000000 Penalty: 5823.745605
	Iteration 67Q: 3 clusters Score -1.421777e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -14217756.000000 Penalty: 5823.745605
	Iteration 68Q: 3 clusters Score -1.421776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -14217735.000000 Penalty: 5823.745605
	Iteration 69Q: 3 clusters Score -1.421774e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -14217763.000000 Penalty: 5823.745605
	Iteration 70Q: 3 clusters Score -1.421776e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 67091 members 
Entering Unmasked Estep 
Score: -14217750.000000 Penalty: 5823.745605
	Iteration 71Q: 3 clusters Score -1.421775e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -14217762.000000 Penalty: 5823.745605
	Iteration 72Q: 3 clusters Score -1.421776e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -14217762.000000 Penalty: 5823.745605
	Iteration 73Q: 3 clusters Score -1.421776e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -14217766.000000 Penalty: 5823.745605
	Iteration 74Q: 3 clusters Score -1.421777e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -14217766.000000 Penalty: 5823.745605
	Iteration 75Q: 3 clusters Score -1.421777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -14217773.000000 Penalty: 5823.745605
	Iteration 76Q: 3 clusters Score -1.421777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -14217761.000000 Penalty: 5823.745605
	Iteration 77Q: 3 clusters Score -1.421776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -14217755.000000 Penalty: 5823.745605
	Iteration 78Q: 3 clusters Score -1.421776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -14217762.000000 Penalty: 5823.745605
	Iteration 79Q: 3 clusters Score -1.421776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -14217758.000000 Penalty: 5823.745605
	Iteration 80F: 3 clusters Score -1.421776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -14217761.000000 Penalty: 5823.745605
	Iteration 81Q: 3 clusters Score -1.421776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -14217776.000000 Penalty: 5823.745605
	Iteration 82Q: 3 clusters Score -1.421778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -14217765.000000 Penalty: 5823.745605
	Iteration 83Q: 3 clusters Score -1.421776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 66743 members 
Entering Unmasked Estep 
Score: -14217753.000000 Penalty: 5823.745605
	Iteration 84Q: 3 clusters Score -1.421775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 66736 members 
Entering Unmasked Estep 
Score: -14217747.000000 Penalty: 5823.745605
	Iteration 85Q: 3 clusters Score -1.421775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -14217739.000000 Penalty: 5823.745605
	Iteration 86Q: 3 clusters Score -1.421774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -14217766.000000 Penalty: 5823.745605
	Iteration 87Q: 3 clusters Score -1.421777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -14217771.000000 Penalty: 5823.745605
	Iteration 88Q: 3 clusters Score -1.421777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -14217765.000000 Penalty: 5823.745605
	Iteration 89Q: 3 clusters Score -1.421776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 66701 members 
Entering Unmasked Estep 
Score: -14217754.000000 Penalty: 5823.745605
	Iteration 90Q: 3 clusters Score -1.421775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -14217752.000000 Penalty: 5823.745605
	Iteration 91Q: 3 clusters Score -1.421775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -14217753.000000 Penalty: 5823.745605
	Iteration 92Q: 3 clusters Score -1.421775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -14217765.000000 Penalty: 5823.745605
	Iteration 93Q: 3 clusters Score -1.421776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -14217766.000000 Penalty: 5823.745605
	Iteration 94Q: 3 clusters Score -1.421777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 66677 members 
Entering Unmasked Estep 
Score: -14217771.000000 Penalty: 5823.745605
	Iteration 95Q: 3 clusters Score -1.421777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -14217779.000000 Penalty: 5823.745605
	Iteration 96Q: 3 clusters Score -1.421778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -14217775.000000 Penalty: 5823.745605
	Iteration 97Q: 3 clusters Score -1.421778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -14217775.000000 Penalty: 5823.745605
	Iteration 98Q: 3 clusters Score -1.421778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -14217777.000000 Penalty: 5823.745605
	Iteration 99Q: 3 clusters Score -1.421778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -14217777.000000 Penalty: 5823.745605
	Iteration 100F: 3 clusters Score -1.421778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (239985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239985 members 
Entering Unmasked Estep 
Score: -27996552.000000 Penalty: 3072.306152
	Iteration 0F: 2 clusters Score -2.799655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 119669 members 
Entering Unmasked Estep 
Score: -27848024.000000 Penalty: 6144.612305
	Iteration 0F: 3 clusters Score -2.784802e+07 nChanged 115555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -27918720.000000 Penalty: 6144.612305
	Iteration 1F: 3 clusters Score -2.791872e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136043 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -27923356.000000 Penalty: 6144.612305
	Iteration 2Q: 3 clusters Score -2.792336e+07 nChanged 14239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146384 members 
Mstep: Class 2 contains 93601 members 
Entering Unmasked Estep 
Score: -27931038.000000 Penalty: 6144.612305
	Iteration 3F: 3 clusters Score -2.793104e+07 nChanged 17430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -27941814.000000 Penalty: 6144.612305
	Iteration 4F: 3 clusters Score -2.794181e+07 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -27953458.000000 Penalty: 6144.612305
	Iteration 5F: 3 clusters Score -2.795346e+07 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192546 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -27963684.000000 Penalty: 6144.612305
	Iteration 6F: 3 clusters Score -2.796368e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206996 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -27972188.000000 Penalty: 6144.612305
	Iteration 7F: 3 clusters Score -2.797219e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218654 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -27979554.000000 Penalty: 6144.612305
	Iteration 8Q: 3 clusters Score -2.797955e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227350 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -27985236.000000 Penalty: 6144.612305
	Iteration 9Q: 3 clusters Score -2.798524e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233058 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -27989406.000000 Penalty: 6144.612305
	Iteration 10Q: 3 clusters Score -2.798941e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236347 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -27991606.000000 Penalty: 6144.612305
	Iteration 11Q: 3 clusters Score -2.799161e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237941 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -27992762.000000 Penalty: 6144.612305
	Iteration 12Q: 3 clusters Score -2.799276e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238645 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -27993342.000000 Penalty: 6144.612305
	Iteration 13Q: 3 clusters Score -2.799334e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238964 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -27993610.000000 Penalty: 6144.612305
	Iteration 14Q: 3 clusters Score -2.799361e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239118 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -27993806.000000 Penalty: 6144.612305
	Iteration 15Q: 3 clusters Score -2.799381e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239189 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -27993862.000000 Penalty: 6144.612305
	Iteration 16Q: 3 clusters Score -2.799386e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239232 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -27993926.000000 Penalty: 6144.612305
	Iteration 17Q: 3 clusters Score -2.799393e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239267 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -27993924.000000 Penalty: 6144.612305
	Iteration 18Q: 3 clusters Score -2.799392e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239287 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -27993946.000000 Penalty: 6144.612305
	Iteration 19Q: 3 clusters Score -2.799395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239307 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -27994000.000000 Penalty: 6144.612305
	Iteration 20F: 3 clusters Score -2.7994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239315 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -27994040.000000 Penalty: 6144.612305
	Iteration 21Q: 3 clusters Score -2.799404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239324 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -27994058.000000 Penalty: 6144.612305
	Iteration 22Q: 3 clusters Score -2.799406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239336 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -27994060.000000 Penalty: 6144.612305
	Iteration 23Q: 3 clusters Score -2.799406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239351 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -27994096.000000 Penalty: 6144.612305
	Iteration 24Q: 3 clusters Score -2.79941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239367 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -27994132.000000 Penalty: 6144.612305
	Iteration 25Q: 3 clusters Score -2.799413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239374 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -27994132.000000 Penalty: 6144.612305
	Iteration 26Q: 3 clusters Score -2.799413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239378 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -27994156.000000 Penalty: 6144.612305
	Iteration 27Q: 3 clusters Score -2.799416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239384 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -27994150.000000 Penalty: 6144.612305
	Iteration 28Q: 3 clusters Score -2.799415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239389 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -27994152.000000 Penalty: 6144.612305
	Iteration 29Q: 3 clusters Score -2.799415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239392 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -27994150.000000 Penalty: 6144.612305
	Iteration 30Q: 3 clusters Score -2.799415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239392 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -27994170.000000 Penalty: 6144.612305
	Iteration 31Q: 3 clusters Score -2.799417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239395 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -27994166.000000 Penalty: 6144.612305
	Iteration 32Q: 3 clusters Score -2.799417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239396 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -27994164.000000 Penalty: 6144.612305
	Iteration 33Q: 3 clusters Score -2.799416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239400 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -27994172.000000 Penalty: 6144.612305
	Iteration 34Q: 3 clusters Score -2.799417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239403 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -27994176.000000 Penalty: 6144.612305
	Iteration 35Q: 3 clusters Score -2.799418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239406 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -27994180.000000 Penalty: 6144.612305
	Iteration 36Q: 3 clusters Score -2.799418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239410 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -27994176.000000 Penalty: 6144.612305
	Iteration 37Q: 3 clusters Score -2.799418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239414 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -27994196.000000 Penalty: 6144.612305
	Iteration 38Q: 3 clusters Score -2.79942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239416 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -27994230.000000 Penalty: 6144.612305
	Iteration 39Q: 3 clusters Score -2.799423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239420 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -27994226.000000 Penalty: 6144.612305
	Iteration 40F: 3 clusters Score -2.799423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239418 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -27994206.000000 Penalty: 6144.612305
	Iteration 41Q: 3 clusters Score -2.799421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239420 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -27994184.000000 Penalty: 6144.612305
	Iteration 42Q: 3 clusters Score -2.799418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239420 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -27994168.000000 Penalty: 6144.612305
	Iteration 43Q: 3 clusters Score -2.799417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239419 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -27994184.000000 Penalty: 6144.612305
	Iteration 44Q: 3 clusters Score -2.799418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239419 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -27994188.000000 Penalty: 6144.612305
	Iteration 45Q: 3 clusters Score -2.799419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239422 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -27994200.000000 Penalty: 6144.612305
	Iteration 46Q: 3 clusters Score -2.79942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239425 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -27994198.000000 Penalty: 6144.612305
	Iteration 47Q: 3 clusters Score -2.79942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239427 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -27994194.000000 Penalty: 6144.612305
	Iteration 48Q: 3 clusters Score -2.799419e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239431 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -27994214.000000 Penalty: 6144.612305
	Iteration 49Q: 3 clusters Score -2.799421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239432 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -27994214.000000 Penalty: 6144.612305
	Iteration 50Q: 3 clusters Score -2.799421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239431 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -27994222.000000 Penalty: 6144.612305
	Iteration 51Q: 3 clusters Score -2.799422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239431 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -27994222.000000 Penalty: 6144.612305
	Iteration 52F: 3 clusters Score -2.799422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Entering Unmasked Estep 
Score: -2834110.000000 Penalty: 2500.732422
	Iteration 0F: 2 clusters Score -2834110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2817466.500000 Penalty: 5001.464844
	Iteration 0F: 3 clusters Score -2817466 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2823237.250000 Penalty: 5001.464844
	Iteration 1F: 3 clusters Score -2823237 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2823852.750000 Penalty: 5001.464844
	Iteration 2F: 3 clusters Score -2823853 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2824553.500000 Penalty: 5001.464844
	Iteration 3F: 3 clusters Score -2824554 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2825424.750000 Penalty: 5001.464844
	Iteration 4F: 3 clusters Score -2825425 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2826579.250000 Penalty: 5001.464844
	Iteration 5F: 3 clusters Score -2826579 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2827859.250000 Penalty: 5001.464844
	Iteration 6F: 3 clusters Score -2827859 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2829206.000000 Penalty: 5001.464844
	Iteration 7F: 3 clusters Score -2829206 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2830252.250000 Penalty: 5001.464844
	Iteration 8Q: 3 clusters Score -2830252 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2831025.500000 Penalty: 5001.464844
	Iteration 9Q: 3 clusters Score -2831026 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2831601.250000 Penalty: 5001.464844
	Iteration 10Q: 3 clusters Score -2831601 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2831985.000000 Penalty: 5001.464844
	Iteration 11Q: 3 clusters Score -2831985 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2832184.500000 Penalty: 5001.464844
	Iteration 12Q: 3 clusters Score -2832184 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2832273.750000 Penalty: 5001.464844
	Iteration 13Q: 3 clusters Score -2832274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2832323.250000 Penalty: 5001.464844
	Iteration 14Q: 3 clusters Score -2832323 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2832359.500000 Penalty: 5001.464844
	Iteration 15Q: 3 clusters Score -2832360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2832387.750000 Penalty: 5001.464844
	Iteration 16Q: 3 clusters Score -2832388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2832404.750000 Penalty: 5001.464844
	Iteration 17Q: 3 clusters Score -2832405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2832415.250000 Penalty: 5001.464844
	Iteration 18Q: 3 clusters Score -2832415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2832424.750000 Penalty: 5001.464844
	Iteration 19Q: 3 clusters Score -2832425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2832434.000000 Penalty: 5001.464844
	Iteration 20F: 3 clusters Score -2832434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2832443.250000 Penalty: 5001.464844
	Iteration 21Q: 3 clusters Score -2832443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2832448.250000 Penalty: 5001.464844
	Iteration 22Q: 3 clusters Score -2832448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2832451.250000 Penalty: 5001.464844
	Iteration 23Q: 3 clusters Score -2832451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2832452.250000 Penalty: 5001.464844
	Iteration 24Q: 3 clusters Score -2832452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2832453.000000 Penalty: 5001.464844
	Iteration 25Q: 3 clusters Score -2832453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2832458.250000 Penalty: 5001.464844
	Iteration 26Q: 3 clusters Score -2832458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2832455.750000 Penalty: 5001.464844
	Iteration 27Q: 3 clusters Score -2832456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2832455.750000 Penalty: 5001.464844
	Iteration 28F: 3 clusters Score -2832456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -202554.312500 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -202554.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -200096.593750 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -200096.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -201242.968750 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -201243 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -202244.296875 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -202244.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -203166.812500 Penalty: 3782.537109
	Iteration 3F: 3 clusters Score -203166.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -203857.234375 Penalty: 3782.537109
	Iteration 4F: 3 clusters Score -203857.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -204445.921875 Penalty: 3782.537109
	Iteration 5F: 3 clusters Score -204445.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -204783.703125 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -204783.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -205091.031250 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -205091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -205450.390625 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -205450.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -205522.671875 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -205522.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -205640.937500 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -205640.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -205905.140625 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -205905.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206040.343750 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -206040.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206042.781250 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -206042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -206049.437500 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -206049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -206051.687500 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -206051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -206059.375000 Penalty: 3782.537109
	Iteration 16F: 3 clusters Score -206059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -206094.281250 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -206094.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -206252.484375 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -206252.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -206580.093750 Penalty: 3782.537109
	Iteration 19Q: 3 clusters Score -206580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -206732.515625 Penalty: 3782.537109
	Iteration 20F: 3 clusters Score -206732.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -206819.640625 Penalty: 3782.537109
	Iteration 21Q: 3 clusters Score -206819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -207070.187500 Penalty: 3782.537109
	Iteration 22Q: 3 clusters Score -207070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -207110.390625 Penalty: 3782.537109
	Iteration 23Q: 3 clusters Score -207110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -207172.640625 Penalty: 3782.537109
	Iteration 24Q: 3 clusters Score -207172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -207328.906250 Penalty: 3782.537109
	Iteration 25Q: 3 clusters Score -207328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -207454.859375 Penalty: 3782.537109
	Iteration 26Q: 3 clusters Score -207454.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -207459.265625 Penalty: 3782.537109
	Iteration 27Q: 3 clusters Score -207459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -207460.750000 Penalty: 3782.537109
	Iteration 28Q: 3 clusters Score -207460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -207462.078125 Penalty: 3782.537109
	Iteration 29Q: 3 clusters Score -207462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -207466.046875 Penalty: 3782.537109
	Iteration 30Q: 3 clusters Score -207466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -207471.203125 Penalty: 3782.537109
	Iteration 31Q: 3 clusters Score -207471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -207480.343750 Penalty: 3782.537109
	Iteration 32Q: 3 clusters Score -207480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -207492.296875 Penalty: 3782.537109
	Iteration 33Q: 3 clusters Score -207492.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -207515.140625 Penalty: 3782.537109
	Iteration 34Q: 3 clusters Score -207515.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -207560.921875 Penalty: 3782.537109
	Iteration 35Q: 3 clusters Score -207560.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -207679.328125 Penalty: 3782.537109
	Iteration 36Q: 3 clusters Score -207679.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207835.921875 Penalty: 3782.537109
	Iteration 37Q: 3 clusters Score -207835.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -207892.453125 Penalty: 3782.537109
	Iteration 38Q: 3 clusters Score -207892.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207897.734375 Penalty: 3782.537109
	Iteration 39Q: 3 clusters Score -207897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207897.734375 Penalty: 3782.537109
	Iteration 40F: 3 clusters Score -207897.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 47032 members 
Mstep: Class 5 contains 24738 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 12 contains 239985 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 125339 members 
Mstep: Class 18 contains 169085 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 172986 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 23126 members 
Mstep: Class 26 contains 222412 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 16744 members 
Mstep: Class 29 contains 22613 members 
Mstep: Class 30 contains 227295 members 
Mstep: Class 31 contains 862 members 
Entering Unmasked Estep 
Score: -225884752.000000 Penalty: 111593.093750
Splitting cluster 14 changes total score from -225881456.000000 to -225884752.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (12301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Entering Unmasked Estep 
Score: -1452644.250000 Penalty: 2335.523926
	Iteration 0F: 2 clusters Score -1452644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1443567.750000 Penalty: 4671.047852
	Iteration 0F: 3 clusters Score -1443568 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1446344.750000 Penalty: 4671.047852
	Iteration 1F: 3 clusters Score -1446345 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1446715.250000 Penalty: 4671.047852
	Iteration 2F: 3 clusters Score -1446715 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1446997.500000 Penalty: 4671.047852
	Iteration 3F: 3 clusters Score -1446998 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1447265.750000 Penalty: 4671.047852
	Iteration 4Q: 3 clusters Score -1447266 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1447533.875000 Penalty: 4671.047852
	Iteration 5Q: 3 clusters Score -1447534 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1447837.125000 Penalty: 4671.047852
	Iteration 6Q: 3 clusters Score -1447837 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1448165.375000 Penalty: 4671.047852
	Iteration 7Q: 3 clusters Score -1448165 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1448489.750000 Penalty: 4671.047852
	Iteration 8Q: 3 clusters Score -1448490 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1448778.500000 Penalty: 4671.047852
	Iteration 9Q: 3 clusters Score -1448778 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1449041.500000 Penalty: 4671.047852
	Iteration 10Q: 3 clusters Score -1449042 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1449301.625000 Penalty: 4671.047852
	Iteration 11Q: 3 clusters Score -1449302 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1449530.375000 Penalty: 4671.047852
	Iteration 12Q: 3 clusters Score -1449530 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1449728.375000 Penalty: 4671.047852
	Iteration 13Q: 3 clusters Score -1449728 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1449910.250000 Penalty: 4671.047852
	Iteration 14Q: 3 clusters Score -1449910 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1450086.625000 Penalty: 4671.047852
	Iteration 15Q: 3 clusters Score -1450087 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1450254.250000 Penalty: 4671.047852
	Iteration 16Q: 3 clusters Score -1450254 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1450399.000000 Penalty: 4671.047852
	Iteration 17Q: 3 clusters Score -1450399 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1450498.250000 Penalty: 4671.047852
	Iteration 18Q: 3 clusters Score -1450498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1450581.875000 Penalty: 4671.047852
	Iteration 19Q: 3 clusters Score -1450582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1450664.750000 Penalty: 4671.047852
	Iteration 20F: 3 clusters Score -1450665 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1450745.250000 Penalty: 4671.047852
	Iteration 21Q: 3 clusters Score -1450745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1450801.750000 Penalty: 4671.047852
	Iteration 22Q: 3 clusters Score -1450802 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1450855.500000 Penalty: 4671.047852
	Iteration 23Q: 3 clusters Score -1450856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1450909.125000 Penalty: 4671.047852
	Iteration 24Q: 3 clusters Score -1450909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1450929.750000 Penalty: 4671.047852
	Iteration 25Q: 3 clusters Score -1450930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1450951.375000 Penalty: 4671.047852
	Iteration 26Q: 3 clusters Score -1450951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1450973.500000 Penalty: 4671.047852
	Iteration 27Q: 3 clusters Score -1450974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1450997.750000 Penalty: 4671.047852
	Iteration 28Q: 3 clusters Score -1450998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1451008.125000 Penalty: 4671.047852
	Iteration 29Q: 3 clusters Score -1451008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1451030.375000 Penalty: 4671.047852
	Iteration 30Q: 3 clusters Score -1451030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1451041.500000 Penalty: 4671.047852
	Iteration 31Q: 3 clusters Score -1451042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1451054.375000 Penalty: 4671.047852
	Iteration 32Q: 3 clusters Score -1451054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1451060.500000 Penalty: 4671.047852
	Iteration 33Q: 3 clusters Score -1451060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1451065.625000 Penalty: 4671.047852
	Iteration 34Q: 3 clusters Score -1451066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1451072.625000 Penalty: 4671.047852
	Iteration 35Q: 3 clusters Score -1451073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1451073.625000 Penalty: 4671.047852
	Iteration 36Q: 3 clusters Score -1451074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1451079.875000 Penalty: 4671.047852
	Iteration 37Q: 3 clusters Score -1451080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1451079.375000 Penalty: 4671.047852
	Iteration 38Q: 3 clusters Score -1451079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1451086.000000 Penalty: 4671.047852
	Iteration 39Q: 3 clusters Score -1451086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1451088.625000 Penalty: 4671.047852
	Iteration 40F: 3 clusters Score -1451089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1451094.250000 Penalty: 4671.047852
	Iteration 41Q: 3 clusters Score -1451094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1451096.000000 Penalty: 4671.047852
	Iteration 42Q: 3 clusters Score -1451096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1451101.500000 Penalty: 4671.047852
	Iteration 43Q: 3 clusters Score -1451102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1451103.250000 Penalty: 4671.047852
	Iteration 44Q: 3 clusters Score -1451103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1451103.375000 Penalty: 4671.047852
	Iteration 45Q: 3 clusters Score -1451103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1451107.250000 Penalty: 4671.047852
	Iteration 46Q: 3 clusters Score -1451107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1451107.625000 Penalty: 4671.047852
	Iteration 47Q: 3 clusters Score -1451108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1451111.625000 Penalty: 4671.047852
	Iteration 48Q: 3 clusters Score -1451112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1451110.875000 Penalty: 4671.047852
	Iteration 49Q: 3 clusters Score -1451111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1451112.125000 Penalty: 4671.047852
	Iteration 50Q: 3 clusters Score -1451112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1451112.125000 Penalty: 4671.047852
	Iteration 51F: 3 clusters Score -1451112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Entering Unmasked Estep 
Score: -2841944.500000 Penalty: 2509.452393
	Iteration 0F: 2 clusters Score -2841944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2824758.000000 Penalty: 5018.904785
	Iteration 0F: 3 clusters Score -2824758 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2830997.000000 Penalty: 5018.904785
	Iteration 1F: 3 clusters Score -2830997 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2831785.750000 Penalty: 5018.904785
	Iteration 2F: 3 clusters Score -2831786 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2832825.750000 Penalty: 5018.904785
	Iteration 3F: 3 clusters Score -2832826 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2834076.250000 Penalty: 5018.904785
	Iteration 4F: 3 clusters Score -2834076 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2835507.250000 Penalty: 5018.904785
	Iteration 5F: 3 clusters Score -2835507 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2836858.750000 Penalty: 5018.904785
	Iteration 6F: 3 clusters Score -2836859 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2837966.250000 Penalty: 5018.904785
	Iteration 7F: 3 clusters Score -2837966 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2838712.750000 Penalty: 5018.904785
	Iteration 8Q: 3 clusters Score -2838713 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2839248.750000 Penalty: 5018.904785
	Iteration 9Q: 3 clusters Score -2839249 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2839573.000000 Penalty: 5018.904785
	Iteration 10Q: 3 clusters Score -2839573 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2839737.500000 Penalty: 5018.904785
	Iteration 11Q: 3 clusters Score -2839738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2839857.750000 Penalty: 5018.904785
	Iteration 12Q: 3 clusters Score -2839858 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2839935.500000 Penalty: 5018.904785
	Iteration 13Q: 3 clusters Score -2839936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -2839992.750000 Penalty: 5018.904785
	Iteration 14Q: 3 clusters Score -2839993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -2840012.250000 Penalty: 5018.904785
	Iteration 15Q: 3 clusters Score -2840012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2840029.250000 Penalty: 5018.904785
	Iteration 16Q: 3 clusters Score -2840029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -2840041.250000 Penalty: 5018.904785
	Iteration 17Q: 3 clusters Score -2840041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2840048.250000 Penalty: 5018.904785
	Iteration 18Q: 3 clusters Score -2840048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -2840056.750000 Penalty: 5018.904785
	Iteration 19Q: 3 clusters Score -2840057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -2840063.500000 Penalty: 5018.904785
	Iteration 20F: 3 clusters Score -2840064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2840067.750000 Penalty: 5018.904785
	Iteration 21Q: 3 clusters Score -2840068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -2840075.250000 Penalty: 5018.904785
	Iteration 22Q: 3 clusters Score -2840075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -2840079.000000 Penalty: 5018.904785
	Iteration 23Q: 3 clusters Score -2840079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2840078.500000 Penalty: 5018.904785
	Iteration 24Q: 3 clusters Score -2840078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -2840080.000000 Penalty: 5018.904785
	Iteration 25Q: 3 clusters Score -2840080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2840083.750000 Penalty: 5018.904785
	Iteration 26Q: 3 clusters Score -2840084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -2840081.000000 Penalty: 5018.904785
	Iteration 27Q: 3 clusters Score -2840081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2840080.000000 Penalty: 5018.904785
	Iteration 28Q: 3 clusters Score -2840080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -2840080.000000 Penalty: 5018.904785
	Iteration 29F: 3 clusters Score -2840080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (125339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125339 members 
Entering Unmasked Estep 
Score: -14356717.000000 Penalty: 2911.216797
	Iteration 0F: 2 clusters Score -1.435672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -14272668.000000 Penalty: 5822.433594
	Iteration 0F: 3 clusters Score -1.427267e+07 nChanged 59605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -14306893.000000 Penalty: 5822.433594
	Iteration 1F: 3 clusters Score -1.430689e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -14307897.000000 Penalty: 5822.433594
	Iteration 2Q: 3 clusters Score -1.43079e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -14309050.000000 Penalty: 5822.433594
	Iteration 3Q: 3 clusters Score -1.430905e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -14310072.000000 Penalty: 5822.433594
	Iteration 4Q: 3 clusters Score -1.431007e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -14311730.000000 Penalty: 5822.433594
	Iteration 5Q: 3 clusters Score -1.431173e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -14313936.000000 Penalty: 5822.433594
	Iteration 6Q: 3 clusters Score -1.431394e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -14317498.000000 Penalty: 5822.433594
	Iteration 7F: 3 clusters Score -1.43175e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -14323006.000000 Penalty: 5822.433594
	Iteration 8F: 3 clusters Score -1.432301e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -14331082.000000 Penalty: 5822.433594
	Iteration 9F: 3 clusters Score -1.433108e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -14340173.000000 Penalty: 5822.433594
	Iteration 10F: 3 clusters Score -1.434017e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -14347320.000000 Penalty: 5822.433594
	Iteration 11F: 3 clusters Score -1.434732e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 120877 members 
Entering Unmasked Estep 
Score: -14351231.000000 Penalty: 5822.433594
	Iteration 12Q: 3 clusters Score -1.435123e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -14352887.000000 Penalty: 5822.433594
	Iteration 13Q: 3 clusters Score -1.435289e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 123585 members 
Entering Unmasked Estep 
Score: -14353626.000000 Penalty: 5822.433594
	Iteration 14Q: 3 clusters Score -1.435363e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 123902 members 
Entering Unmasked Estep 
Score: -14353916.000000 Penalty: 5822.433594
	Iteration 15Q: 3 clusters Score -1.435392e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 124080 members 
Entering Unmasked Estep 
Score: -14354164.000000 Penalty: 5822.433594
	Iteration 16Q: 3 clusters Score -1.435416e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 124153 members 
Entering Unmasked Estep 
Score: -14354301.000000 Penalty: 5822.433594
	Iteration 17Q: 3 clusters Score -1.43543e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 124212 members 
Entering Unmasked Estep 
Score: -14354377.000000 Penalty: 5822.433594
	Iteration 18Q: 3 clusters Score -1.435438e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 124246 members 
Entering Unmasked Estep 
Score: -14354424.000000 Penalty: 5822.433594
	Iteration 19Q: 3 clusters Score -1.435442e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -14354466.000000 Penalty: 5822.433594
	Iteration 20F: 3 clusters Score -1.435447e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 124308 members 
Entering Unmasked Estep 
Score: -14354506.000000 Penalty: 5822.433594
	Iteration 21Q: 3 clusters Score -1.435451e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 124329 members 
Entering Unmasked Estep 
Score: -14354520.000000 Penalty: 5822.433594
	Iteration 22Q: 3 clusters Score -1.435452e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 124347 members 
Entering Unmasked Estep 
Score: -14354556.000000 Penalty: 5822.433594
	Iteration 23Q: 3 clusters Score -1.435456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 124369 members 
Entering Unmasked Estep 
Score: -14354555.000000 Penalty: 5822.433594
	Iteration 24Q: 3 clusters Score -1.435456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -14354578.000000 Penalty: 5822.433594
	Iteration 25Q: 3 clusters Score -1.435458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 124399 members 
Entering Unmasked Estep 
Score: -14354578.000000 Penalty: 5822.433594
	Iteration 26Q: 3 clusters Score -1.435458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 124408 members 
Entering Unmasked Estep 
Score: -14354613.000000 Penalty: 5822.433594
	Iteration 27Q: 3 clusters Score -1.435461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -14354613.000000 Penalty: 5822.433594
	Iteration 28Q: 3 clusters Score -1.435461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -14354615.000000 Penalty: 5822.433594
	Iteration 29Q: 3 clusters Score -1.435462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -14354625.000000 Penalty: 5822.433594
	Iteration 30Q: 3 clusters Score -1.435462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -14354631.000000 Penalty: 5822.433594
	Iteration 31Q: 3 clusters Score -1.435463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -14354641.000000 Penalty: 5822.433594
	Iteration 32Q: 3 clusters Score -1.435464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -14354644.000000 Penalty: 5822.433594
	Iteration 33Q: 3 clusters Score -1.435464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -14354641.000000 Penalty: 5822.433594
	Iteration 34Q: 3 clusters Score -1.435464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -14354640.000000 Penalty: 5822.433594
	Iteration 35Q: 3 clusters Score -1.435464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -14354642.000000 Penalty: 5822.433594
	Iteration 36Q: 3 clusters Score -1.435464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -14354646.000000 Penalty: 5822.433594
	Iteration 37Q: 3 clusters Score -1.435465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 124429 members 
Entering Unmasked Estep 
Score: -14354654.000000 Penalty: 5822.433594
	Iteration 38Q: 3 clusters Score -1.435465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -14354652.000000 Penalty: 5822.433594
	Iteration 39Q: 3 clusters Score -1.435465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -14354643.000000 Penalty: 5822.433594
	Iteration 40F: 3 clusters Score -1.435464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -14354650.000000 Penalty: 5822.433594
	Iteration 41Q: 3 clusters Score -1.435465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 124428 members 
Entering Unmasked Estep 
Score: -14354651.000000 Penalty: 5822.433594
	Iteration 42Q: 3 clusters Score -1.435465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 124428 members 
Entering Unmasked Estep 
Score: -14354651.000000 Penalty: 5822.433594
	Iteration 43F: 3 clusters Score -1.435465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169085 members 
Entering Unmasked Estep 
Score: -18756620.000000 Penalty: 2985.462891
	Iteration 0F: 2 clusters Score -1.875662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -18643220.000000 Penalty: 5970.925781
	Iteration 0F: 3 clusters Score -1.864322e+07 nChanged 81022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -18691764.000000 Penalty: 5970.925781
	Iteration 1F: 3 clusters Score -1.869176e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -18693764.000000 Penalty: 5970.925781
	Iteration 2Q: 3 clusters Score -1.869376e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -18696174.000000 Penalty: 5970.925781
	Iteration 3Q: 3 clusters Score -1.869617e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -18699402.000000 Penalty: 5970.925781
	Iteration 4Q: 3 clusters Score -1.86994e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -18703820.000000 Penalty: 5970.925781
	Iteration 5F: 3 clusters Score -1.870382e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -18708904.000000 Penalty: 5970.925781
	Iteration 6F: 3 clusters Score -1.87089e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -18714094.000000 Penalty: 5970.925781
	Iteration 7F: 3 clusters Score -1.871409e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -18718804.000000 Penalty: 5970.925781
	Iteration 8F: 3 clusters Score -1.87188e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 81551 members 
Entering Unmasked Estep 
Score: -18723062.000000 Penalty: 5970.925781
	Iteration 9Q: 3 clusters Score -1.872306e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -18726748.000000 Penalty: 5970.925781
	Iteration 10Q: 3 clusters Score -1.872675e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -18730034.000000 Penalty: 5970.925781
	Iteration 11Q: 3 clusters Score -1.873003e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -18732244.000000 Penalty: 5970.925781
	Iteration 12Q: 3 clusters Score -1.873224e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Mstep: Class 2 contains 87163 members 
Entering Unmasked Estep 
Score: -18733770.000000 Penalty: 5970.925781
	Iteration 13Q: 3 clusters Score -1.873377e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -18734450.000000 Penalty: 5970.925781
	Iteration 14Q: 3 clusters Score -1.873445e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -18734922.000000 Penalty: 5970.925781
	Iteration 15Q: 3 clusters Score -1.873492e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 91886 members 
Entering Unmasked Estep 
Score: -18735284.000000 Penalty: 5970.925781
	Iteration 16Q: 3 clusters Score -1.873528e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75441 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -18735760.000000 Penalty: 5970.925781
	Iteration 17Q: 3 clusters Score -1.873576e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 95538 members 
Entering Unmasked Estep 
Score: -18736340.000000 Penalty: 5970.925781
	Iteration 18Q: 3 clusters Score -1.873634e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -18736918.000000 Penalty: 5970.925781
	Iteration 19Q: 3 clusters Score -1.873692e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69226 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -18737602.000000 Penalty: 5970.925781
	Iteration 20F: 3 clusters Score -1.87376e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -18738436.000000 Penalty: 5970.925781
	Iteration 21Q: 3 clusters Score -1.873844e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64169 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -18739444.000000 Penalty: 5970.925781
	Iteration 22Q: 3 clusters Score -1.873944e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 107790 members 
Entering Unmasked Estep 
Score: -18740744.000000 Penalty: 5970.925781
	Iteration 23Q: 3 clusters Score -1.874074e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -18742072.000000 Penalty: 5970.925781
	Iteration 24Q: 3 clusters Score -1.874207e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 113915 members 
Entering Unmasked Estep 
Score: -18743698.000000 Penalty: 5970.925781
	Iteration 25Q: 3 clusters Score -1.87437e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 117020 members 
Entering Unmasked Estep 
Score: -18745320.000000 Penalty: 5970.925781
	Iteration 26Q: 3 clusters Score -1.874532e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 120081 members 
Entering Unmasked Estep 
Score: -18747100.000000 Penalty: 5970.925781
	Iteration 27Q: 3 clusters Score -1.87471e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 122994 members 
Entering Unmasked Estep 
Score: -18748718.000000 Penalty: 5970.925781
	Iteration 28Q: 3 clusters Score -1.874872e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -18750068.000000 Penalty: 5970.925781
	Iteration 29Q: 3 clusters Score -1.875007e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 128424 members 
Entering Unmasked Estep 
Score: -18751582.000000 Penalty: 5970.925781
	Iteration 30Q: 3 clusters Score -1.875158e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 130998 members 
Entering Unmasked Estep 
Score: -18752764.000000 Penalty: 5970.925781
	Iteration 31Q: 3 clusters Score -1.875276e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 133410 members 
Entering Unmasked Estep 
Score: -18753990.000000 Penalty: 5970.925781
	Iteration 32Q: 3 clusters Score -1.875399e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -18754964.000000 Penalty: 5970.925781
	Iteration 33Q: 3 clusters Score -1.875496e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 137730 members 
Entering Unmasked Estep 
Score: -18755994.000000 Penalty: 5970.925781
	Iteration 34Q: 3 clusters Score -1.875599e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 139593 members 
Entering Unmasked Estep 
Score: -18756926.000000 Penalty: 5970.925781
	Iteration 35Q: 3 clusters Score -1.875693e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 141246 members 
Entering Unmasked Estep 
Score: -18757742.000000 Penalty: 5970.925781
	Iteration 36Q: 3 clusters Score -1.875774e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 142670 members 
Entering Unmasked Estep 
Score: -18758402.000000 Penalty: 5970.925781
	Iteration 37Q: 3 clusters Score -1.87584e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 143904 members 
Entering Unmasked Estep 
Score: -18758746.000000 Penalty: 5970.925781
	Iteration 38Q: 3 clusters Score -1.875875e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 144952 members 
Entering Unmasked Estep 
Score: -18759134.000000 Penalty: 5970.925781
	Iteration 39Q: 3 clusters Score -1.875913e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 145829 members 
Entering Unmasked Estep 
Score: -18759522.000000 Penalty: 5970.925781
	Iteration 40F: 3 clusters Score -1.875952e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 146711 members 
Entering Unmasked Estep 
Score: -18759784.000000 Penalty: 5970.925781
	Iteration 41Q: 3 clusters Score -1.875978e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 147503 members 
Entering Unmasked Estep 
Score: -18759988.000000 Penalty: 5970.925781
	Iteration 42Q: 3 clusters Score -1.875999e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -18760114.000000 Penalty: 5970.925781
	Iteration 43Q: 3 clusters Score -1.876011e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -18760260.000000 Penalty: 5970.925781
	Iteration 44Q: 3 clusters Score -1.876026e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 149320 members 
Entering Unmasked Estep 
Score: -18760324.000000 Penalty: 5970.925781
	Iteration 45Q: 3 clusters Score -1.876032e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -18760358.000000 Penalty: 5970.925781
	Iteration 46Q: 3 clusters Score -1.876036e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 150048 members 
Entering Unmasked Estep 
Score: -18760416.000000 Penalty: 5970.925781
	Iteration 47Q: 3 clusters Score -1.876042e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -18760460.000000 Penalty: 5970.925781
	Iteration 48Q: 3 clusters Score -1.876046e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 150620 members 
Entering Unmasked Estep 
Score: -18760480.000000 Penalty: 5970.925781
	Iteration 49Q: 3 clusters Score -1.876048e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 150867 members 
Entering Unmasked Estep 
Score: -18760552.000000 Penalty: 5970.925781
	Iteration 50Q: 3 clusters Score -1.876055e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -18760550.000000 Penalty: 5970.925781
	Iteration 51Q: 3 clusters Score -1.876055e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 151272 members 
Entering Unmasked Estep 
Score: -18760596.000000 Penalty: 5970.925781
	Iteration 52Q: 3 clusters Score -1.87606e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 151432 members 
Entering Unmasked Estep 
Score: -18760558.000000 Penalty: 5970.925781
	Iteration 53Q: 3 clusters Score -1.876056e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 151584 members 
Entering Unmasked Estep 
Score: -18760582.000000 Penalty: 5970.925781
	Iteration 54Q: 3 clusters Score -1.876058e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -18760640.000000 Penalty: 5970.925781
	Iteration 55Q: 3 clusters Score -1.876064e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 151805 members 
Entering Unmasked Estep 
Score: -18760646.000000 Penalty: 5970.925781
	Iteration 56Q: 3 clusters Score -1.876065e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 151887 members 
Entering Unmasked Estep 
Score: -18760638.000000 Penalty: 5970.925781
	Iteration 57Q: 3 clusters Score -1.876064e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 151967 members 
Entering Unmasked Estep 
Score: -18760632.000000 Penalty: 5970.925781
	Iteration 58Q: 3 clusters Score -1.876063e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 152057 members 
Entering Unmasked Estep 
Score: -18760604.000000 Penalty: 5970.925781
	Iteration 59Q: 3 clusters Score -1.87606e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -18760628.000000 Penalty: 5970.925781
	Iteration 60F: 3 clusters Score -1.876063e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -18760602.000000 Penalty: 5970.925781
	Iteration 61Q: 3 clusters Score -1.87606e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 152280 members 
Entering Unmasked Estep 
Score: -18760592.000000 Penalty: 5970.925781
	Iteration 62Q: 3 clusters Score -1.876059e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 152365 members 
Entering Unmasked Estep 
Score: -18760600.000000 Penalty: 5970.925781
	Iteration 63Q: 3 clusters Score -1.87606e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -18760578.000000 Penalty: 5970.925781
	Iteration 64Q: 3 clusters Score -1.876058e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -18760582.000000 Penalty: 5970.925781
	Iteration 65Q: 3 clusters Score -1.876058e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 152523 members 
Entering Unmasked Estep 
Score: -18760604.000000 Penalty: 5970.925781
	Iteration 66Q: 3 clusters Score -1.87606e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 152564 members 
Entering Unmasked Estep 
Score: -18760606.000000 Penalty: 5970.925781
	Iteration 67Q: 3 clusters Score -1.876061e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 152617 members 
Entering Unmasked Estep 
Score: -18760610.000000 Penalty: 5970.925781
	Iteration 68Q: 3 clusters Score -1.876061e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 152660 members 
Entering Unmasked Estep 
Score: -18760594.000000 Penalty: 5970.925781
	Iteration 69Q: 3 clusters Score -1.876059e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -18760610.000000 Penalty: 5970.925781
	Iteration 70Q: 3 clusters Score -1.876061e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 152755 members 
Entering Unmasked Estep 
Score: -18760630.000000 Penalty: 5970.925781
	Iteration 71Q: 3 clusters Score -1.876063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 152802 members 
Entering Unmasked Estep 
Score: -18760622.000000 Penalty: 5970.925781
	Iteration 72Q: 3 clusters Score -1.876062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 152845 members 
Entering Unmasked Estep 
Score: -18760642.000000 Penalty: 5970.925781
	Iteration 73Q: 3 clusters Score -1.876064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 152884 members 
Entering Unmasked Estep 
Score: -18760656.000000 Penalty: 5970.925781
	Iteration 74Q: 3 clusters Score -1.876066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -18760652.000000 Penalty: 5970.925781
	Iteration 75Q: 3 clusters Score -1.876065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -18760666.000000 Penalty: 5970.925781
	Iteration 76Q: 3 clusters Score -1.876067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -18760656.000000 Penalty: 5970.925781
	Iteration 77Q: 3 clusters Score -1.876066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 152942 members 
Entering Unmasked Estep 
Score: -18760652.000000 Penalty: 5970.925781
	Iteration 78Q: 3 clusters Score -1.876065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -18760652.000000 Penalty: 5970.925781
	Iteration 79Q: 3 clusters Score -1.876065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -18760664.000000 Penalty: 5970.925781
	Iteration 80F: 3 clusters Score -1.876066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 152959 members 
Entering Unmasked Estep 
Score: -18760660.000000 Penalty: 5970.925781
	Iteration 81Q: 3 clusters Score -1.876066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 152964 members 
Entering Unmasked Estep 
Score: -18760662.000000 Penalty: 5970.925781
	Iteration 82Q: 3 clusters Score -1.876066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -18760656.000000 Penalty: 5970.925781
	Iteration 83Q: 3 clusters Score -1.876066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -18760656.000000 Penalty: 5970.925781
	Iteration 84F: 3 clusters Score -1.876066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 47032 members 
Mstep: Class 5 contains 24738 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 12 contains 239985 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 125339 members 
Mstep: Class 18 contains 16119 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 172986 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 23126 members 
Mstep: Class 26 contains 222412 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 16744 members 
Mstep: Class 29 contains 22613 members 
Mstep: Class 30 contains 227295 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 152966 members 
Entering Unmasked Estep 
Score: -225888336.000000 Penalty: 115192.875000
Splitting cluster 18 changes total score from -225881456.000000 to -225888336.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (14311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Entering Unmasked Estep 
Score: -1695632.875000 Penalty: 2373.058350
	Iteration 0F: 2 clusters Score -1695633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1685356.750000 Penalty: 4746.116699
	Iteration 0F: 3 clusters Score -1685357 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1688696.250000 Penalty: 4746.116699
	Iteration 1F: 3 clusters Score -1688696 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1689175.875000 Penalty: 4746.116699
	Iteration 2F: 3 clusters Score -1689176 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1689703.125000 Penalty: 4746.116699
	Iteration 3F: 3 clusters Score -1689703 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1690291.250000 Penalty: 4746.116699
	Iteration 4F: 3 clusters Score -1690291 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1690917.500000 Penalty: 4746.116699
	Iteration 5F: 3 clusters Score -1690918 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1691511.500000 Penalty: 4746.116699
	Iteration 6F: 3 clusters Score -1691512 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1691964.250000 Penalty: 4746.116699
	Iteration 7F: 3 clusters Score -1691964 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1692274.750000 Penalty: 4746.116699
	Iteration 8Q: 3 clusters Score -1692275 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1692471.375000 Penalty: 4746.116699
	Iteration 9Q: 3 clusters Score -1692471 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1692619.375000 Penalty: 4746.116699
	Iteration 10Q: 3 clusters Score -1692619 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1692757.625000 Penalty: 4746.116699
	Iteration 11Q: 3 clusters Score -1692758 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1692859.500000 Penalty: 4746.116699
	Iteration 12Q: 3 clusters Score -1692860 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1692943.250000 Penalty: 4746.116699
	Iteration 13Q: 3 clusters Score -1692943 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1693014.375000 Penalty: 4746.116699
	Iteration 14Q: 3 clusters Score -1693014 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1693095.625000 Penalty: 4746.116699
	Iteration 15Q: 3 clusters Score -1693096 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1693160.125000 Penalty: 4746.116699
	Iteration 16Q: 3 clusters Score -1693160 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1693237.250000 Penalty: 4746.116699
	Iteration 17Q: 3 clusters Score -1693237 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1693304.375000 Penalty: 4746.116699
	Iteration 18Q: 3 clusters Score -1693304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1693388.375000 Penalty: 4746.116699
	Iteration 19Q: 3 clusters Score -1693388 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1693461.000000 Penalty: 4746.116699
	Iteration 20F: 3 clusters Score -1693461 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1693519.250000 Penalty: 4746.116699
	Iteration 21Q: 3 clusters Score -1693519 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1693578.625000 Penalty: 4746.116699
	Iteration 22Q: 3 clusters Score -1693579 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1693646.375000 Penalty: 4746.116699
	Iteration 23Q: 3 clusters Score -1693646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1693713.375000 Penalty: 4746.116699
	Iteration 24Q: 3 clusters Score -1693713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1693746.625000 Penalty: 4746.116699
	Iteration 25Q: 3 clusters Score -1693747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1693779.625000 Penalty: 4746.116699
	Iteration 26Q: 3 clusters Score -1693780 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1693808.250000 Penalty: 4746.116699
	Iteration 27Q: 3 clusters Score -1693808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1693820.500000 Penalty: 4746.116699
	Iteration 28Q: 3 clusters Score -1693820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1693834.875000 Penalty: 4746.116699
	Iteration 29Q: 3 clusters Score -1693835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1693854.625000 Penalty: 4746.116699
	Iteration 30Q: 3 clusters Score -1693855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1693865.500000 Penalty: 4746.116699
	Iteration 31Q: 3 clusters Score -1693866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1693874.750000 Penalty: 4746.116699
	Iteration 32Q: 3 clusters Score -1693875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1693881.625000 Penalty: 4746.116699
	Iteration 33Q: 3 clusters Score -1693882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1693884.000000 Penalty: 4746.116699
	Iteration 34Q: 3 clusters Score -1693884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1693886.875000 Penalty: 4746.116699
	Iteration 35Q: 3 clusters Score -1693887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1693887.750000 Penalty: 4746.116699
	Iteration 36Q: 3 clusters Score -1693888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1693886.250000 Penalty: 4746.116699
	Iteration 37Q: 3 clusters Score -1693886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1693884.500000 Penalty: 4746.116699
	Iteration 38Q: 3 clusters Score -1693884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1693887.500000 Penalty: 4746.116699
	Iteration 39Q: 3 clusters Score -1693888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1693887.625000 Penalty: 4746.116699
	Iteration 40F: 3 clusters Score -1693888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -1004215.875000 Penalty: 2261.129395
	Iteration 0F: 2 clusters Score -1004216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -997180.000000 Penalty: 4522.258789
	Iteration 0F: 3 clusters Score -997180 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -999486.625000 Penalty: 4522.258789
	Iteration 1F: 3 clusters Score -999486.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1000370.875000 Penalty: 4522.258789
	Iteration 2F: 3 clusters Score -1000371 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1001259.750000 Penalty: 4522.258789
	Iteration 3F: 3 clusters Score -1001260 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1001921.312500 Penalty: 4522.258789
	Iteration 4F: 3 clusters Score -1001921 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1002330.000000 Penalty: 4522.258789
	Iteration 5F: 3 clusters Score -1002330 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1002543.250000 Penalty: 4522.258789
	Iteration 6Q: 3 clusters Score -1002543 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1002660.437500 Penalty: 4522.258789
	Iteration 7Q: 3 clusters Score -1002660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1002736.062500 Penalty: 4522.258789
	Iteration 8Q: 3 clusters Score -1002736 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1002782.500000 Penalty: 4522.258789
	Iteration 9Q: 3 clusters Score -1002782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1002812.437500 Penalty: 4522.258789
	Iteration 10Q: 3 clusters Score -1002812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1002832.875000 Penalty: 4522.258789
	Iteration 11Q: 3 clusters Score -1002833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1002847.625000 Penalty: 4522.258789
	Iteration 12Q: 3 clusters Score -1002848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1002857.812500 Penalty: 4522.258789
	Iteration 13Q: 3 clusters Score -1002858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1002864.312500 Penalty: 4522.258789
	Iteration 14Q: 3 clusters Score -1002864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1002870.062500 Penalty: 4522.258789
	Iteration 15Q: 3 clusters Score -1002870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1002872.250000 Penalty: 4522.258789
	Iteration 16Q: 3 clusters Score -1002872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1002875.625000 Penalty: 4522.258789
	Iteration 17Q: 3 clusters Score -1002876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1002875.812500 Penalty: 4522.258789
	Iteration 18Q: 3 clusters Score -1002876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1002878.187500 Penalty: 4522.258789
	Iteration 19Q: 3 clusters Score -1002878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1002879.312500 Penalty: 4522.258789
	Iteration 20F: 3 clusters Score -1002879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1002880.125000 Penalty: 4522.258789
	Iteration 21Q: 3 clusters Score -1002880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1002881.000000 Penalty: 4522.258789
	Iteration 22Q: 3 clusters Score -1002881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1002880.437500 Penalty: 4522.258789
	Iteration 23Q: 3 clusters Score -1002880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1002881.937500 Penalty: 4522.258789
	Iteration 24Q: 3 clusters Score -1002882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1002882.750000 Penalty: 4522.258789
	Iteration 25Q: 3 clusters Score -1002883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1002884.625000 Penalty: 4522.258789
	Iteration 26Q: 3 clusters Score -1002885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1002885.062500 Penalty: 4522.258789
	Iteration 27Q: 3 clusters Score -1002885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1002887.062500 Penalty: 4522.258789
	Iteration 28Q: 3 clusters Score -1002887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1002887.062500 Penalty: 4522.258789
	Iteration 29F: 3 clusters Score -1002887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -754317.937500 Penalty: 2189.902100
	Iteration 0F: 2 clusters Score -754317.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -748657.812500 Penalty: 4379.804199
	Iteration 0F: 3 clusters Score -748657.8 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -750213.250000 Penalty: 4379.804199
	Iteration 1F: 3 clusters Score -750213.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -750545.562500 Penalty: 4379.804199
	Iteration 2F: 3 clusters Score -750545.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -750813.125000 Penalty: 4379.804199
	Iteration 3F: 3 clusters Score -750813.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -751024.375000 Penalty: 4379.804199
	Iteration 4F: 3 clusters Score -751024.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -751223.437500 Penalty: 4379.804199
	Iteration 5Q: 3 clusters Score -751223.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -751407.812500 Penalty: 4379.804199
	Iteration 6Q: 3 clusters Score -751407.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -751606.000000 Penalty: 4379.804199
	Iteration 7Q: 3 clusters Score -751606 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -751788.375000 Penalty: 4379.804199
	Iteration 8Q: 3 clusters Score -751788.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -751962.250000 Penalty: 4379.804199
	Iteration 9Q: 3 clusters Score -751962.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -752120.500000 Penalty: 4379.804199
	Iteration 10Q: 3 clusters Score -752120.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -752259.562500 Penalty: 4379.804199
	Iteration 11Q: 3 clusters Score -752259.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -752381.437500 Penalty: 4379.804199
	Iteration 12Q: 3 clusters Score -752381.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -752473.687500 Penalty: 4379.804199
	Iteration 13Q: 3 clusters Score -752473.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -752547.000000 Penalty: 4379.804199
	Iteration 14Q: 3 clusters Score -752547 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -752599.125000 Penalty: 4379.804199
	Iteration 15Q: 3 clusters Score -752599.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -752639.812500 Penalty: 4379.804199
	Iteration 16Q: 3 clusters Score -752639.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -752676.875000 Penalty: 4379.804199
	Iteration 17Q: 3 clusters Score -752676.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -752700.375000 Penalty: 4379.804199
	Iteration 18Q: 3 clusters Score -752700.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -752716.187500 Penalty: 4379.804199
	Iteration 19Q: 3 clusters Score -752716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -752726.750000 Penalty: 4379.804199
	Iteration 20F: 3 clusters Score -752726.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -752731.125000 Penalty: 4379.804199
	Iteration 21Q: 3 clusters Score -752731.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -752734.312500 Penalty: 4379.804199
	Iteration 22Q: 3 clusters Score -752734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -752733.000000 Penalty: 4379.804199
	Iteration 23Q: 3 clusters Score -752733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -752735.750000 Penalty: 4379.804199
	Iteration 24Q: 3 clusters Score -752735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -752741.750000 Penalty: 4379.804199
	Iteration 25Q: 3 clusters Score -752741.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -752742.125000 Penalty: 4379.804199
	Iteration 26Q: 3 clusters Score -752742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -752742.875000 Penalty: 4379.804199
	Iteration 27Q: 3 clusters Score -752742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -752744.000000 Penalty: 4379.804199
	Iteration 28Q: 3 clusters Score -752744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -752747.562500 Penalty: 4379.804199
	Iteration 29Q: 3 clusters Score -752747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -752746.687500 Penalty: 4379.804199
	Iteration 30Q: 3 clusters Score -752746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -752746.812500 Penalty: 4379.804199
	Iteration 31Q: 3 clusters Score -752746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -752747.562500 Penalty: 4379.804199
	Iteration 32Q: 3 clusters Score -752747.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -752749.625000 Penalty: 4379.804199
	Iteration 33Q: 3 clusters Score -752749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -752749.250000 Penalty: 4379.804199
	Iteration 34Q: 3 clusters Score -752749.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -752752.187500 Penalty: 4379.804199
	Iteration 35Q: 3 clusters Score -752752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -752752.812500 Penalty: 4379.804199
	Iteration 36Q: 3 clusters Score -752752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -752753.250000 Penalty: 4379.804199
	Iteration 37Q: 3 clusters Score -752753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -752755.625000 Penalty: 4379.804199
	Iteration 38Q: 3 clusters Score -752755.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -752758.250000 Penalty: 4379.804199
	Iteration 39Q: 3 clusters Score -752758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -752760.250000 Penalty: 4379.804199
	Iteration 40F: 3 clusters Score -752760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -752760.750000 Penalty: 4379.804199
	Iteration 41Q: 3 clusters Score -752760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -752762.500000 Penalty: 4379.804199
	Iteration 42Q: 3 clusters Score -752762.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -752762.562500 Penalty: 4379.804199
	Iteration 43Q: 3 clusters Score -752762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -752763.250000 Penalty: 4379.804199
	Iteration 44Q: 3 clusters Score -752763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -752766.250000 Penalty: 4379.804199
	Iteration 45Q: 3 clusters Score -752766.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -752765.937500 Penalty: 4379.804199
	Iteration 46Q: 3 clusters Score -752765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -752767.875000 Penalty: 4379.804199
	Iteration 47Q: 3 clusters Score -752767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -752767.562500 Penalty: 4379.804199
	Iteration 48Q: 3 clusters Score -752767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -752766.437500 Penalty: 4379.804199
	Iteration 49Q: 3 clusters Score -752766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -752768.875000 Penalty: 4379.804199
	Iteration 50Q: 3 clusters Score -752768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -752768.437500 Penalty: 4379.804199
	Iteration 51Q: 3 clusters Score -752768.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -752768.562500 Penalty: 4379.804199
	Iteration 52Q: 3 clusters Score -752768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -752770.625000 Penalty: 4379.804199
	Iteration 53Q: 3 clusters Score -752770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -752770.312500 Penalty: 4379.804199
	Iteration 54Q: 3 clusters Score -752770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -752771.062500 Penalty: 4379.804199
	Iteration 55Q: 3 clusters Score -752771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -752771.687500 Penalty: 4379.804199
	Iteration 56Q: 3 clusters Score -752771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -752772.750000 Penalty: 4379.804199
	Iteration 57Q: 3 clusters Score -752772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -752773.812500 Penalty: 4379.804199
	Iteration 58Q: 3 clusters Score -752773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -752773.812500 Penalty: 4379.804199
	Iteration 59Q: 3 clusters Score -752773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -752773.812500 Penalty: 4379.804199
	Iteration 60F: 3 clusters Score -752773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Entering Unmasked Estep 
Score: -20007790.000000 Penalty: 2991.119385
	Iteration 0F: 2 clusters Score -2.000779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -19892346.000000 Penalty: 5982.238770
	Iteration 0F: 3 clusters Score -1.989235e+07 nChanged 83084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91488 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -19940904.000000 Penalty: 5982.238770
	Iteration 1F: 3 clusters Score -1.99409e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -19942258.000000 Penalty: 5982.238770
	Iteration 2Q: 3 clusters Score -1.994226e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 73814 members 
Entering Unmasked Estep 
Score: -19943926.000000 Penalty: 5982.238770
	Iteration 3Q: 3 clusters Score -1.994393e+07 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -19947220.000000 Penalty: 5982.238770
	Iteration 4Q: 3 clusters Score -1.994722e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117097 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -19953812.000000 Penalty: 5982.238770
	Iteration 5F: 3 clusters Score -1.995381e+07 nChanged 14740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131683 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -19966158.000000 Penalty: 5982.238770
	Iteration 6F: 3 clusters Score -1.996616e+07 nChanged 16390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147971 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -19982034.000000 Penalty: 5982.238770
	Iteration 7F: 3 clusters Score -1.998203e+07 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160992 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -19995264.000000 Penalty: 5982.238770
	Iteration 8F: 3 clusters Score -1.999526e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -20001652.000000 Penalty: 5982.238770
	Iteration 9Q: 3 clusters Score -2.000165e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -20004024.000000 Penalty: 5982.238770
	Iteration 10Q: 3 clusters Score -2.000402e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171869 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -20004766.000000 Penalty: 5982.238770
	Iteration 11Q: 3 clusters Score -2.000477e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172204 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20005076.000000 Penalty: 5982.238770
	Iteration 12Q: 3 clusters Score -2.000508e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -20005182.000000 Penalty: 5982.238770
	Iteration 13Q: 3 clusters Score -2.000518e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172392 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20005250.000000 Penalty: 5982.238770
	Iteration 14Q: 3 clusters Score -2.000525e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172424 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20005264.000000 Penalty: 5982.238770
	Iteration 15Q: 3 clusters Score -2.000526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172447 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -20005288.000000 Penalty: 5982.238770
	Iteration 16Q: 3 clusters Score -2.000529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172466 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -20005332.000000 Penalty: 5982.238770
	Iteration 17Q: 3 clusters Score -2.000533e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172483 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -20005366.000000 Penalty: 5982.238770
	Iteration 18Q: 3 clusters Score -2.000537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172492 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20005374.000000 Penalty: 5982.238770
	Iteration 19Q: 3 clusters Score -2.000537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20005362.000000 Penalty: 5982.238770
	Iteration 20F: 3 clusters Score -2.000536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172498 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20005366.000000 Penalty: 5982.238770
	Iteration 21Q: 3 clusters Score -2.000537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172501 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -20005344.000000 Penalty: 5982.238770
	Iteration 22Q: 3 clusters Score -2.000534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172501 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -20005360.000000 Penalty: 5982.238770
	Iteration 23Q: 3 clusters Score -2.000536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172500 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -20005382.000000 Penalty: 5982.238770
	Iteration 24Q: 3 clusters Score -2.000538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172504 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -20005366.000000 Penalty: 5982.238770
	Iteration 25Q: 3 clusters Score -2.000537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172507 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20005390.000000 Penalty: 5982.238770
	Iteration 26Q: 3 clusters Score -2.000539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20005378.000000 Penalty: 5982.238770
	Iteration 27Q: 3 clusters Score -2.000538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20005378.000000 Penalty: 5982.238770
	Iteration 28Q: 3 clusters Score -2.000538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20005380.000000 Penalty: 5982.238770
	Iteration 29Q: 3 clusters Score -2.000538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172510 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20005382.000000 Penalty: 5982.238770
	Iteration 30Q: 3 clusters Score -2.000538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20005380.000000 Penalty: 5982.238770
	Iteration 31Q: 3 clusters Score -2.000538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172512 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20005380.000000 Penalty: 5982.238770
	Iteration 32F: 3 clusters Score -2.000538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Entering Unmasked Estep 
Score: -1401091.875000 Penalty: 2343.811279
	Iteration 0F: 2 clusters Score -1401092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1391655.500000 Penalty: 4687.622559
	Iteration 0F: 3 clusters Score -1391656 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1394658.875000 Penalty: 4687.622559
	Iteration 1F: 3 clusters Score -1394659 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1395189.125000 Penalty: 4687.622559
	Iteration 2F: 3 clusters Score -1395189 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1395653.125000 Penalty: 4687.622559
	Iteration 3F: 3 clusters Score -1395653 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1396058.250000 Penalty: 4687.622559
	Iteration 4F: 3 clusters Score -1396058 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1396458.750000 Penalty: 4687.622559
	Iteration 5F: 3 clusters Score -1396459 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1396832.500000 Penalty: 4687.622559
	Iteration 6F: 3 clusters Score -1396832 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1397131.000000 Penalty: 4687.622559
	Iteration 7Q: 3 clusters Score -1397131 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1397403.875000 Penalty: 4687.622559
	Iteration 8Q: 3 clusters Score -1397404 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1397660.375000 Penalty: 4687.622559
	Iteration 9Q: 3 clusters Score -1397660 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1397887.875000 Penalty: 4687.622559
	Iteration 10Q: 3 clusters Score -1397888 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1398091.750000 Penalty: 4687.622559
	Iteration 11Q: 3 clusters Score -1398092 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1398270.375000 Penalty: 4687.622559
	Iteration 12Q: 3 clusters Score -1398270 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1398423.000000 Penalty: 4687.622559
	Iteration 13Q: 3 clusters Score -1398423 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1398556.375000 Penalty: 4687.622559
	Iteration 14Q: 3 clusters Score -1398556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1398661.125000 Penalty: 4687.622559
	Iteration 15Q: 3 clusters Score -1398661 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1398737.500000 Penalty: 4687.622559
	Iteration 16Q: 3 clusters Score -1398738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1398785.000000 Penalty: 4687.622559
	Iteration 17Q: 3 clusters Score -1398785 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1398817.125000 Penalty: 4687.622559
	Iteration 18Q: 3 clusters Score -1398817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1398839.750000 Penalty: 4687.622559
	Iteration 19Q: 3 clusters Score -1398840 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1398853.000000 Penalty: 4687.622559
	Iteration 20F: 3 clusters Score -1398853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1398864.125000 Penalty: 4687.622559
	Iteration 21Q: 3 clusters Score -1398864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1398875.125000 Penalty: 4687.622559
	Iteration 22Q: 3 clusters Score -1398875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1398892.875000 Penalty: 4687.622559
	Iteration 23Q: 3 clusters Score -1398893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1398898.625000 Penalty: 4687.622559
	Iteration 24Q: 3 clusters Score -1398899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1398908.500000 Penalty: 4687.622559
	Iteration 25Q: 3 clusters Score -1398908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1398919.000000 Penalty: 4687.622559
	Iteration 26Q: 3 clusters Score -1398919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1398926.125000 Penalty: 4687.622559
	Iteration 27Q: 3 clusters Score -1398926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1398934.000000 Penalty: 4687.622559
	Iteration 28Q: 3 clusters Score -1398934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1398935.875000 Penalty: 4687.622559
	Iteration 29Q: 3 clusters Score -1398936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1398939.375000 Penalty: 4687.622559
	Iteration 30Q: 3 clusters Score -1398939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1398941.125000 Penalty: 4687.622559
	Iteration 31Q: 3 clusters Score -1398941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1398949.625000 Penalty: 4687.622559
	Iteration 32Q: 3 clusters Score -1398950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1398959.125000 Penalty: 4687.622559
	Iteration 33Q: 3 clusters Score -1398959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1398962.250000 Penalty: 4687.622559
	Iteration 34Q: 3 clusters Score -1398962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1398968.500000 Penalty: 4687.622559
	Iteration 35Q: 3 clusters Score -1398968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1398968.125000 Penalty: 4687.622559
	Iteration 36Q: 3 clusters Score -1398968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1398966.250000 Penalty: 4687.622559
	Iteration 37Q: 3 clusters Score -1398966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1398972.250000 Penalty: 4687.622559
	Iteration 38Q: 3 clusters Score -1398972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1398975.000000 Penalty: 4687.622559
	Iteration 39Q: 3 clusters Score -1398975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1398980.500000 Penalty: 4687.622559
	Iteration 40F: 3 clusters Score -1398980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1398992.625000 Penalty: 4687.622559
	Iteration 41Q: 3 clusters Score -1398993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1398995.625000 Penalty: 4687.622559
	Iteration 42Q: 3 clusters Score -1398996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1399009.000000 Penalty: 4687.622559
	Iteration 43Q: 3 clusters Score -1399009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1399016.500000 Penalty: 4687.622559
	Iteration 44Q: 3 clusters Score -1399016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1399049.875000 Penalty: 4687.622559
	Iteration 45Q: 3 clusters Score -1399050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1399072.125000 Penalty: 4687.622559
	Iteration 46Q: 3 clusters Score -1399072 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1399093.250000 Penalty: 4687.622559
	Iteration 47Q: 3 clusters Score -1399093 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1399120.625000 Penalty: 4687.622559
	Iteration 48Q: 3 clusters Score -1399121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1399172.250000 Penalty: 4687.622559
	Iteration 49Q: 3 clusters Score -1399172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1399216.375000 Penalty: 4687.622559
	Iteration 50Q: 3 clusters Score -1399216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1399263.125000 Penalty: 4687.622559
	Iteration 51Q: 3 clusters Score -1399263 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1399302.250000 Penalty: 4687.622559
	Iteration 52Q: 3 clusters Score -1399302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1399340.875000 Penalty: 4687.622559
	Iteration 53Q: 3 clusters Score -1399341 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1399376.125000 Penalty: 4687.622559
	Iteration 54Q: 3 clusters Score -1399376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1399403.625000 Penalty: 4687.622559
	Iteration 55Q: 3 clusters Score -1399404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1399424.250000 Penalty: 4687.622559
	Iteration 56Q: 3 clusters Score -1399424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1399431.375000 Penalty: 4687.622559
	Iteration 57Q: 3 clusters Score -1399431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1399451.000000 Penalty: 4687.622559
	Iteration 58Q: 3 clusters Score -1399451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1399471.250000 Penalty: 4687.622559
	Iteration 59Q: 3 clusters Score -1399471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1399482.750000 Penalty: 4687.622559
	Iteration 60F: 3 clusters Score -1399483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1399491.875000 Penalty: 4687.622559
	Iteration 61Q: 3 clusters Score -1399492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1399503.500000 Penalty: 4687.622559
	Iteration 62Q: 3 clusters Score -1399504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1399514.375000 Penalty: 4687.622559
	Iteration 63Q: 3 clusters Score -1399514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1399521.000000 Penalty: 4687.622559
	Iteration 64Q: 3 clusters Score -1399521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1399529.000000 Penalty: 4687.622559
	Iteration 65Q: 3 clusters Score -1399529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1399531.875000 Penalty: 4687.622559
	Iteration 66Q: 3 clusters Score -1399532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1399538.500000 Penalty: 4687.622559
	Iteration 67Q: 3 clusters Score -1399538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1399540.375000 Penalty: 4687.622559
	Iteration 68Q: 3 clusters Score -1399540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1399539.500000 Penalty: 4687.622559
	Iteration 69Q: 3 clusters Score -1399540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1399542.125000 Penalty: 4687.622559
	Iteration 70Q: 3 clusters Score -1399542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1399542.125000 Penalty: 4687.622559
	Iteration 71F: 3 clusters Score -1399542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Entering Unmasked Estep 
Score: -3527899.000000 Penalty: 2568.279053
	Iteration 0F: 2 clusters Score -3527899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3506494.750000 Penalty: 5136.558105
	Iteration 0F: 3 clusters Score -3506495 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3514604.000000 Penalty: 5136.558105
	Iteration 1F: 3 clusters Score -3514604 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3515818.000000 Penalty: 5136.558105
	Iteration 2F: 3 clusters Score -3515818 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3517241.000000 Penalty: 5136.558105
	Iteration 3F: 3 clusters Score -3517241 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3519081.250000 Penalty: 5136.558105
	Iteration 4F: 3 clusters Score -3519081 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -3521219.750000 Penalty: 5136.558105
	Iteration 5F: 3 clusters Score -3521220 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3523057.750000 Penalty: 5136.558105
	Iteration 6F: 3 clusters Score -3523058 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3524288.250000 Penalty: 5136.558105
	Iteration 7F: 3 clusters Score -3524288 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3524933.250000 Penalty: 5136.558105
	Iteration 8Q: 3 clusters Score -3524933 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -3525244.250000 Penalty: 5136.558105
	Iteration 9Q: 3 clusters Score -3525244 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3525379.250000 Penalty: 5136.558105
	Iteration 10Q: 3 clusters Score -3525379 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3525451.750000 Penalty: 5136.558105
	Iteration 11Q: 3 clusters Score -3525452 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3525498.500000 Penalty: 5136.558105
	Iteration 12Q: 3 clusters Score -3525498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3525527.000000 Penalty: 5136.558105
	Iteration 13Q: 3 clusters Score -3525527 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3525553.250000 Penalty: 5136.558105
	Iteration 14Q: 3 clusters Score -3525553 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3525559.000000 Penalty: 5136.558105
	Iteration 15Q: 3 clusters Score -3525559 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3525562.250000 Penalty: 5136.558105
	Iteration 16Q: 3 clusters Score -3525562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3525570.500000 Penalty: 5136.558105
	Iteration 17Q: 3 clusters Score -3525570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3525592.750000 Penalty: 5136.558105
	Iteration 18Q: 3 clusters Score -3525593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -3525607.750000 Penalty: 5136.558105
	Iteration 19Q: 3 clusters Score -3525608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3525619.000000 Penalty: 5136.558105
	Iteration 20F: 3 clusters Score -3525619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3525624.000000 Penalty: 5136.558105
	Iteration 21Q: 3 clusters Score -3525624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3525622.250000 Penalty: 5136.558105
	Iteration 22Q: 3 clusters Score -3525622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3525619.750000 Penalty: 5136.558105
	Iteration 23Q: 3 clusters Score -3525620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3525623.250000 Penalty: 5136.558105
	Iteration 24Q: 3 clusters Score -3525623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3525627.500000 Penalty: 5136.558105
	Iteration 25Q: 3 clusters Score -3525628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -3525627.750000 Penalty: 5136.558105
	Iteration 26Q: 3 clusters Score -3525628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3525628.750000 Penalty: 5136.558105
	Iteration 27Q: 3 clusters Score -3525629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3525629.000000 Penalty: 5136.558105
	Iteration 28Q: 3 clusters Score -3525629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3525624.000000 Penalty: 5136.558105
	Iteration 29Q: 3 clusters Score -3525624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3525632.000000 Penalty: 5136.558105
	Iteration 30Q: 3 clusters Score -3525632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3525622.500000 Penalty: 5136.558105
	Iteration 31Q: 3 clusters Score -3525622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -3525622.250000 Penalty: 5136.558105
	Iteration 32Q: 3 clusters Score -3525622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3525618.250000 Penalty: 5136.558105
	Iteration 33Q: 3 clusters Score -3525618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3525618.250000 Penalty: 5136.558105
	Iteration 34F: 3 clusters Score -3525618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Entering Unmasked Estep 
Score: -2353594.750000 Penalty: 2492.080811
	Iteration 0F: 2 clusters Score -2353595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2337795.000000 Penalty: 4984.161621
	Iteration 0F: 3 clusters Score -2337795 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2345875.000000 Penalty: 4984.161621
	Iteration 1F: 3 clusters Score -2345875 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2348528.250000 Penalty: 4984.161621
	Iteration 2F: 3 clusters Score -2348528 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2350414.250000 Penalty: 4984.161621
	Iteration 3F: 3 clusters Score -2350414 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2351556.500000 Penalty: 4984.161621
	Iteration 4F: 3 clusters Score -2351556 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2352247.000000 Penalty: 4984.161621
	Iteration 5F: 3 clusters Score -2352247 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2352678.500000 Penalty: 4984.161621
	Iteration 6Q: 3 clusters Score -2352678 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2352993.250000 Penalty: 4984.161621
	Iteration 7Q: 3 clusters Score -2352993 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2353262.500000 Penalty: 4984.161621
	Iteration 8Q: 3 clusters Score -2353262 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2353534.500000 Penalty: 4984.161621
	Iteration 9Q: 3 clusters Score -2353534 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2353840.000000 Penalty: 4984.161621
	Iteration 10Q: 3 clusters Score -2353840 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2354155.000000 Penalty: 4984.161621
	Iteration 11Q: 3 clusters Score -2354155 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2354459.750000 Penalty: 4984.161621
	Iteration 12Q: 3 clusters Score -2354460 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2354762.000000 Penalty: 4984.161621
	Iteration 13Q: 3 clusters Score -2354762 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2355055.750000 Penalty: 4984.161621
	Iteration 14Q: 3 clusters Score -2355056 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2355302.000000 Penalty: 4984.161621
	Iteration 15Q: 3 clusters Score -2355302 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2355512.000000 Penalty: 4984.161621
	Iteration 16Q: 3 clusters Score -2355512 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2355693.000000 Penalty: 4984.161621
	Iteration 17Q: 3 clusters Score -2355693 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2355844.250000 Penalty: 4984.161621
	Iteration 18Q: 3 clusters Score -2355844 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2355946.500000 Penalty: 4984.161621
	Iteration 19Q: 3 clusters Score -2355946 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2356051.250000 Penalty: 4984.161621
	Iteration 20F: 3 clusters Score -2356051 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2356126.250000 Penalty: 4984.161621
	Iteration 21Q: 3 clusters Score -2356126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2356183.500000 Penalty: 4984.161621
	Iteration 22Q: 3 clusters Score -2356184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2356213.000000 Penalty: 4984.161621
	Iteration 23Q: 3 clusters Score -2356213 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2356228.250000 Penalty: 4984.161621
	Iteration 24Q: 3 clusters Score -2356228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2356254.250000 Penalty: 4984.161621
	Iteration 25Q: 3 clusters Score -2356254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2356285.250000 Penalty: 4984.161621
	Iteration 26Q: 3 clusters Score -2356285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2356308.750000 Penalty: 4984.161621
	Iteration 27Q: 3 clusters Score -2356309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2356322.250000 Penalty: 4984.161621
	Iteration 28Q: 3 clusters Score -2356322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2356331.500000 Penalty: 4984.161621
	Iteration 29Q: 3 clusters Score -2356332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2356352.250000 Penalty: 4984.161621
	Iteration 30Q: 3 clusters Score -2356352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2356367.000000 Penalty: 4984.161621
	Iteration 31Q: 3 clusters Score -2356367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2356375.250000 Penalty: 4984.161621
	Iteration 32Q: 3 clusters Score -2356375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2356377.500000 Penalty: 4984.161621
	Iteration 33Q: 3 clusters Score -2356378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2356381.750000 Penalty: 4984.161621
	Iteration 34Q: 3 clusters Score -2356382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2356388.250000 Penalty: 4984.161621
	Iteration 35Q: 3 clusters Score -2356388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2356393.750000 Penalty: 4984.161621
	Iteration 36Q: 3 clusters Score -2356394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2356393.000000 Penalty: 4984.161621
	Iteration 37Q: 3 clusters Score -2356393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2356396.000000 Penalty: 4984.161621
	Iteration 38Q: 3 clusters Score -2356396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2356396.000000 Penalty: 4984.161621
	Iteration 39Q: 3 clusters Score -2356396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2356401.500000 Penalty: 4984.161621
	Iteration 40F: 3 clusters Score -2356402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2356403.750000 Penalty: 4984.161621
	Iteration 41Q: 3 clusters Score -2356404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2356403.250000 Penalty: 4984.161621
	Iteration 42Q: 3 clusters Score -2356403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2356404.500000 Penalty: 4984.161621
	Iteration 43Q: 3 clusters Score -2356404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2356402.000000 Penalty: 4984.161621
	Iteration 44Q: 3 clusters Score -2356402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2356402.000000 Penalty: 4984.161621
	Iteration 45Q: 3 clusters Score -2356402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2356402.000000 Penalty: 4984.161621
	Iteration 46Q: 3 clusters Score -2356402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2356402.000000 Penalty: 4984.161621
	Iteration 47F: 3 clusters Score -2356402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 47032 members 
Mstep: Class 5 contains 24738 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 12 contains 239985 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 125339 members 
Mstep: Class 18 contains 16119 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 172986 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 222412 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 16744 members 
Mstep: Class 29 contains 22613 members 
Mstep: Class 30 contains 227295 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 152966 members 
Mstep: Class 33 contains 22084 members 
Entering Unmasked Estep 
Score: -225889696.000000 Penalty: 118792.648438
Splitting cluster 25 changes total score from -225881456.000000 to -225889696.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 26 (222412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222412 members 
Entering Unmasked Estep 
Score: -26376652.000000 Penalty: 3053.447021
	Iteration 0F: 2 clusters Score -2.637665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111463 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -26249568.000000 Penalty: 6106.894043
	Iteration 0F: 3 clusters Score -2.624957e+07 nChanged 107337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117298 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -26313816.000000 Penalty: 6106.894043
	Iteration 1F: 3 clusters Score -2.631382e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -26315594.000000 Penalty: 6106.894043
	Iteration 2Q: 3 clusters Score -2.631559e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126421 members 
Mstep: Class 2 contains 95991 members 
Entering Unmasked Estep 
Score: -26318344.000000 Penalty: 6106.894043
	Iteration 3Q: 3 clusters Score -2.631834e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134366 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -26322950.000000 Penalty: 6106.894043
	Iteration 4Q: 3 clusters Score -2.632295e+07 nChanged 12085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145177 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -26330034.000000 Penalty: 6106.894043
	Iteration 5F: 3 clusters Score -2.633003e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -26340192.000000 Penalty: 6106.894043
	Iteration 6F: 3 clusters Score -2.634019e+07 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174344 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -26350292.000000 Penalty: 6106.894043
	Iteration 7F: 3 clusters Score -2.635029e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188430 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -26358166.000000 Penalty: 6106.894043
	Iteration 8F: 3 clusters Score -2.635817e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198786 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -26363766.000000 Penalty: 6106.894043
	Iteration 9Q: 3 clusters Score -2.636377e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205382 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -26367260.000000 Penalty: 6106.894043
	Iteration 10Q: 3 clusters Score -2.636726e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209623 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -26368912.000000 Penalty: 6106.894043
	Iteration 11Q: 3 clusters Score -2.636891e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212517 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -26370224.000000 Penalty: 6106.894043
	Iteration 12Q: 3 clusters Score -2.637022e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214626 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -26371174.000000 Penalty: 6106.894043
	Iteration 13Q: 3 clusters Score -2.637117e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216220 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -26371876.000000 Penalty: 6106.894043
	Iteration 14Q: 3 clusters Score -2.637188e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217431 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -26372556.000000 Penalty: 6106.894043
	Iteration 15Q: 3 clusters Score -2.637256e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218327 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -26372784.000000 Penalty: 6106.894043
	Iteration 16Q: 3 clusters Score -2.637278e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218947 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -26373078.000000 Penalty: 6106.894043
	Iteration 17Q: 3 clusters Score -2.637308e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219407 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -26373352.000000 Penalty: 6106.894043
	Iteration 18Q: 3 clusters Score -2.637335e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219781 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -26373484.000000 Penalty: 6106.894043
	Iteration 19Q: 3 clusters Score -2.637348e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220056 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -26373622.000000 Penalty: 6106.894043
	Iteration 20F: 3 clusters Score -2.637362e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220288 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -26373708.000000 Penalty: 6106.894043
	Iteration 21Q: 3 clusters Score -2.637371e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220468 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -26373778.000000 Penalty: 6106.894043
	Iteration 22Q: 3 clusters Score -2.637378e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220603 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -26373856.000000 Penalty: 6106.894043
	Iteration 23Q: 3 clusters Score -2.637386e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220714 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -26373898.000000 Penalty: 6106.894043
	Iteration 24Q: 3 clusters Score -2.63739e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220780 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -26373912.000000 Penalty: 6106.894043
	Iteration 25Q: 3 clusters Score -2.637391e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220842 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -26373952.000000 Penalty: 6106.894043
	Iteration 26Q: 3 clusters Score -2.637395e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220894 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -26374004.000000 Penalty: 6106.894043
	Iteration 27Q: 3 clusters Score -2.6374e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220946 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -26374008.000000 Penalty: 6106.894043
	Iteration 28Q: 3 clusters Score -2.637401e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220987 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -26374050.000000 Penalty: 6106.894043
	Iteration 29Q: 3 clusters Score -2.637405e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221024 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -26374072.000000 Penalty: 6106.894043
	Iteration 30Q: 3 clusters Score -2.637407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221059 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -26374100.000000 Penalty: 6106.894043
	Iteration 31Q: 3 clusters Score -2.63741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221085 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -26374116.000000 Penalty: 6106.894043
	Iteration 32Q: 3 clusters Score -2.637412e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221114 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -26374108.000000 Penalty: 6106.894043
	Iteration 33Q: 3 clusters Score -2.637411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221139 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -26374144.000000 Penalty: 6106.894043
	Iteration 34Q: 3 clusters Score -2.637414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221163 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -26374160.000000 Penalty: 6106.894043
	Iteration 35Q: 3 clusters Score -2.637416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221183 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -26374174.000000 Penalty: 6106.894043
	Iteration 36Q: 3 clusters Score -2.637417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -26374150.000000 Penalty: 6106.894043
	Iteration 37Q: 3 clusters Score -2.637415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221215 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -26374158.000000 Penalty: 6106.894043
	Iteration 38Q: 3 clusters Score -2.637416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221215 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -26374154.000000 Penalty: 6106.894043
	Iteration 39Q: 3 clusters Score -2.637415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221218 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -26374152.000000 Penalty: 6106.894043
	Iteration 40F: 3 clusters Score -2.637415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221219 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -26374168.000000 Penalty: 6106.894043
	Iteration 41Q: 3 clusters Score -2.637417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221218 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -26374164.000000 Penalty: 6106.894043
	Iteration 42Q: 3 clusters Score -2.637416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221222 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -26374152.000000 Penalty: 6106.894043
	Iteration 43Q: 3 clusters Score -2.637415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221225 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -26374152.000000 Penalty: 6106.894043
	Iteration 44Q: 3 clusters Score -2.637415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221226 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -26374152.000000 Penalty: 6106.894043
	Iteration 45Q: 3 clusters Score -2.637415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221229 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -26374144.000000 Penalty: 6106.894043
	Iteration 46Q: 3 clusters Score -2.637414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221229 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -26374148.000000 Penalty: 6106.894043
	Iteration 47Q: 3 clusters Score -2.637415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221229 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -26374144.000000 Penalty: 6106.894043
	Iteration 48Q: 3 clusters Score -2.637414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221233 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -26374166.000000 Penalty: 6106.894043
	Iteration 49Q: 3 clusters Score -2.637417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221235 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -26374164.000000 Penalty: 6106.894043
	Iteration 50Q: 3 clusters Score -2.637416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221237 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -26374172.000000 Penalty: 6106.894043
	Iteration 51Q: 3 clusters Score -2.637417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221241 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -26374176.000000 Penalty: 6106.894043
	Iteration 52Q: 3 clusters Score -2.637418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221242 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -26374186.000000 Penalty: 6106.894043
	Iteration 53Q: 3 clusters Score -2.637419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221247 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -26374192.000000 Penalty: 6106.894043
	Iteration 54Q: 3 clusters Score -2.637419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221248 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -26374190.000000 Penalty: 6106.894043
	Iteration 55Q: 3 clusters Score -2.637419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221252 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -26374208.000000 Penalty: 6106.894043
	Iteration 56Q: 3 clusters Score -2.637421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221256 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -26374200.000000 Penalty: 6106.894043
	Iteration 57Q: 3 clusters Score -2.63742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221258 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -26374190.000000 Penalty: 6106.894043
	Iteration 58Q: 3 clusters Score -2.637419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221258 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -26374200.000000 Penalty: 6106.894043
	Iteration 59Q: 3 clusters Score -2.63742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221260 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -26374222.000000 Penalty: 6106.894043
	Iteration 60F: 3 clusters Score -2.637422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221265 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -26374208.000000 Penalty: 6106.894043
	Iteration 61Q: 3 clusters Score -2.637421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221267 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -26374216.000000 Penalty: 6106.894043
	Iteration 62Q: 3 clusters Score -2.637422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221275 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -26374226.000000 Penalty: 6106.894043
	Iteration 63Q: 3 clusters Score -2.637423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221282 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -26374230.000000 Penalty: 6106.894043
	Iteration 64Q: 3 clusters Score -2.637423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221286 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -26374234.000000 Penalty: 6106.894043
	Iteration 65Q: 3 clusters Score -2.637423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221286 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -26374234.000000 Penalty: 6106.894043
	Iteration 66F: 3 clusters Score -2.637423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Entering Unmasked Estep 
Score: -723177.125000 Penalty: 2179.419678
	Iteration 0F: 2 clusters Score -723177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -717724.437500 Penalty: 4358.839355
	Iteration 0F: 3 clusters Score -717724.4 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -719154.250000 Penalty: 4358.839355
	Iteration 1F: 3 clusters Score -719154.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -719465.312500 Penalty: 4358.839355
	Iteration 2F: 3 clusters Score -719465.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -719785.625000 Penalty: 4358.839355
	Iteration 3F: 3 clusters Score -719785.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -720212.937500 Penalty: 4358.839355
	Iteration 4F: 3 clusters Score -720212.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -720711.000000 Penalty: 4358.839355
	Iteration 5F: 3 clusters Score -720711 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -721181.687500 Penalty: 4358.839355
	Iteration 6F: 3 clusters Score -721181.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -721491.812500 Penalty: 4358.839355
	Iteration 7F: 3 clusters Score -721491.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -721686.062500 Penalty: 4358.839355
	Iteration 8Q: 3 clusters Score -721686.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -721805.562500 Penalty: 4358.839355
	Iteration 9Q: 3 clusters Score -721805.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -721857.812500 Penalty: 4358.839355
	Iteration 10Q: 3 clusters Score -721857.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -721897.687500 Penalty: 4358.839355
	Iteration 11Q: 3 clusters Score -721897.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -721919.875000 Penalty: 4358.839355
	Iteration 12Q: 3 clusters Score -721919.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -721938.875000 Penalty: 4358.839355
	Iteration 13Q: 3 clusters Score -721938.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -721947.000000 Penalty: 4358.839355
	Iteration 14Q: 3 clusters Score -721947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -721953.062500 Penalty: 4358.839355
	Iteration 15Q: 3 clusters Score -721953.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -721956.562500 Penalty: 4358.839355
	Iteration 16Q: 3 clusters Score -721956.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -721957.812500 Penalty: 4358.839355
	Iteration 17Q: 3 clusters Score -721957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -721960.062500 Penalty: 4358.839355
	Iteration 18Q: 3 clusters Score -721960.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -721961.062500 Penalty: 4358.839355
	Iteration 19Q: 3 clusters Score -721961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -721962.062500 Penalty: 4358.839355
	Iteration 20F: 3 clusters Score -721962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -721963.500000 Penalty: 4358.839355
	Iteration 21Q: 3 clusters Score -721963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -721963.625000 Penalty: 4358.839355
	Iteration 22Q: 3 clusters Score -721963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -721964.062500 Penalty: 4358.839355
	Iteration 23Q: 3 clusters Score -721964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -721965.562500 Penalty: 4358.839355
	Iteration 24Q: 3 clusters Score -721965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -721966.562500 Penalty: 4358.839355
	Iteration 25Q: 3 clusters Score -721966.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -721965.500000 Penalty: 4358.839355
	Iteration 26Q: 3 clusters Score -721965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -721968.562500 Penalty: 4358.839355
	Iteration 27Q: 3 clusters Score -721968.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -721967.812500 Penalty: 4358.839355
	Iteration 28Q: 3 clusters Score -721967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -721969.000000 Penalty: 4358.839355
	Iteration 29Q: 3 clusters Score -721969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -721969.062500 Penalty: 4358.839355
	Iteration 30Q: 3 clusters Score -721969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -721969.062500 Penalty: 4358.839355
	Iteration 31F: 3 clusters Score -721969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (16744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Entering Unmasked Estep 
Score: -1809968.875000 Penalty: 2411.997070
	Iteration 0F: 2 clusters Score -1809969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1798087.625000 Penalty: 4823.994141
	Iteration 0F: 3 clusters Score -1798088 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1803100.000000 Penalty: 4823.994141
	Iteration 1F: 3 clusters Score -1803100 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1805269.500000 Penalty: 4823.994141
	Iteration 2F: 3 clusters Score -1805270 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1807074.250000 Penalty: 4823.994141
	Iteration 3F: 3 clusters Score -1807074 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1808126.750000 Penalty: 4823.994141
	Iteration 4F: 3 clusters Score -1808127 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1808744.250000 Penalty: 4823.994141
	Iteration 5F: 3 clusters Score -1808744 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1809158.375000 Penalty: 4823.994141
	Iteration 6Q: 3 clusters Score -1809158 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1809438.000000 Penalty: 4823.994141
	Iteration 7Q: 3 clusters Score -1809438 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1809642.625000 Penalty: 4823.994141
	Iteration 8Q: 3 clusters Score -1809643 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1809773.500000 Penalty: 4823.994141
	Iteration 9Q: 3 clusters Score -1809774 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1809897.375000 Penalty: 4823.994141
	Iteration 10Q: 3 clusters Score -1809897 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1809973.875000 Penalty: 4823.994141
	Iteration 11Q: 3 clusters Score -1809974 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1810038.000000 Penalty: 4823.994141
	Iteration 12Q: 3 clusters Score -1810038 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1810088.250000 Penalty: 4823.994141
	Iteration 13Q: 3 clusters Score -1810088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1810122.750000 Penalty: 4823.994141
	Iteration 14Q: 3 clusters Score -1810123 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1810154.000000 Penalty: 4823.994141
	Iteration 15Q: 3 clusters Score -1810154 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1810177.625000 Penalty: 4823.994141
	Iteration 16Q: 3 clusters Score -1810178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1810215.000000 Penalty: 4823.994141
	Iteration 17Q: 3 clusters Score -1810215 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1810256.875000 Penalty: 4823.994141
	Iteration 18Q: 3 clusters Score -1810257 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1810271.500000 Penalty: 4823.994141
	Iteration 19Q: 3 clusters Score -1810272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1810305.500000 Penalty: 4823.994141
	Iteration 20F: 3 clusters Score -1810306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1810334.125000 Penalty: 4823.994141
	Iteration 21Q: 3 clusters Score -1810334 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1810365.375000 Penalty: 4823.994141
	Iteration 22Q: 3 clusters Score -1810365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1810397.000000 Penalty: 4823.994141
	Iteration 23Q: 3 clusters Score -1810397 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1810433.250000 Penalty: 4823.994141
	Iteration 24Q: 3 clusters Score -1810433 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1810450.500000 Penalty: 4823.994141
	Iteration 25Q: 3 clusters Score -1810450 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1810472.250000 Penalty: 4823.994141
	Iteration 26Q: 3 clusters Score -1810472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1810488.875000 Penalty: 4823.994141
	Iteration 27Q: 3 clusters Score -1810489 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1810503.500000 Penalty: 4823.994141
	Iteration 28Q: 3 clusters Score -1810504 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1810529.000000 Penalty: 4823.994141
	Iteration 29Q: 3 clusters Score -1810529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1810544.625000 Penalty: 4823.994141
	Iteration 30Q: 3 clusters Score -1810545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1810562.875000 Penalty: 4823.994141
	Iteration 31Q: 3 clusters Score -1810563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1810582.250000 Penalty: 4823.994141
	Iteration 32Q: 3 clusters Score -1810582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1810596.375000 Penalty: 4823.994141
	Iteration 33Q: 3 clusters Score -1810596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1810609.625000 Penalty: 4823.994141
	Iteration 34Q: 3 clusters Score -1810610 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1810632.875000 Penalty: 4823.994141
	Iteration 35Q: 3 clusters Score -1810633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1810652.875000 Penalty: 4823.994141
	Iteration 36Q: 3 clusters Score -1810653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1810658.500000 Penalty: 4823.994141
	Iteration 37Q: 3 clusters Score -1810658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1810672.250000 Penalty: 4823.994141
	Iteration 38Q: 3 clusters Score -1810672 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1810689.375000 Penalty: 4823.994141
	Iteration 39Q: 3 clusters Score -1810689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1810699.875000 Penalty: 4823.994141
	Iteration 40F: 3 clusters Score -1810700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1810714.375000 Penalty: 4823.994141
	Iteration 41Q: 3 clusters Score -1810714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1810728.750000 Penalty: 4823.994141
	Iteration 42Q: 3 clusters Score -1810729 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1810732.500000 Penalty: 4823.994141
	Iteration 43Q: 3 clusters Score -1810732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1810735.750000 Penalty: 4823.994141
	Iteration 44Q: 3 clusters Score -1810736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1810743.125000 Penalty: 4823.994141
	Iteration 45Q: 3 clusters Score -1810743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1810749.875000 Penalty: 4823.994141
	Iteration 46Q: 3 clusters Score -1810750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1810751.375000 Penalty: 4823.994141
	Iteration 47Q: 3 clusters Score -1810751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1810752.500000 Penalty: 4823.994141
	Iteration 48Q: 3 clusters Score -1810752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1810760.625000 Penalty: 4823.994141
	Iteration 49Q: 3 clusters Score -1810761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1810758.500000 Penalty: 4823.994141
	Iteration 50Q: 3 clusters Score -1810758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1810763.500000 Penalty: 4823.994141
	Iteration 51Q: 3 clusters Score -1810764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1810767.125000 Penalty: 4823.994141
	Iteration 52Q: 3 clusters Score -1810767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1810768.375000 Penalty: 4823.994141
	Iteration 53Q: 3 clusters Score -1810768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1810769.125000 Penalty: 4823.994141
	Iteration 54Q: 3 clusters Score -1810769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1810770.625000 Penalty: 4823.994141
	Iteration 55Q: 3 clusters Score -1810771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1810767.625000 Penalty: 4823.994141
	Iteration 56Q: 3 clusters Score -1810768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1810770.625000 Penalty: 4823.994141
	Iteration 57Q: 3 clusters Score -1810771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1810771.875000 Penalty: 4823.994141
	Iteration 58Q: 3 clusters Score -1810772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1810767.125000 Penalty: 4823.994141
	Iteration 59Q: 3 clusters Score -1810767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1810767.125000 Penalty: 4823.994141
	Iteration 60F: 3 clusters Score -1810767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 47032 members 
Mstep: Class 5 contains 24738 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 12 contains 239985 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 125339 members 
Mstep: Class 18 contains 16119 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 172986 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 222412 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 22613 members 
Mstep: Class 30 contains 227295 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 152966 members 
Mstep: Class 33 contains 22084 members 
Mstep: Class 34 contains 13206 members 
Entering Unmasked Estep 
Score: -225889488.000000 Penalty: 122392.429688
Splitting cluster 28 changes total score from -225881456.000000 to -225889488.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 29 (22613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Entering Unmasked Estep 
Score: -2723942.250000 Penalty: 2486.517578
	Iteration 0F: 2 clusters Score -2723942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2708113.750000 Penalty: 4973.035156
	Iteration 0F: 3 clusters Score -2708114 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2713350.000000 Penalty: 4973.035156
	Iteration 1F: 3 clusters Score -2713350 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2713740.500000 Penalty: 4973.035156
	Iteration 2Q: 3 clusters Score -2713740 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2714041.750000 Penalty: 4973.035156
	Iteration 3Q: 3 clusters Score -2714042 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2714328.750000 Penalty: 4973.035156
	Iteration 4Q: 3 clusters Score -2714329 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2714614.000000 Penalty: 4973.035156
	Iteration 5Q: 3 clusters Score -2714614 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2714911.500000 Penalty: 4973.035156
	Iteration 6Q: 3 clusters Score -2714912 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2715284.000000 Penalty: 4973.035156
	Iteration 7Q: 3 clusters Score -2715284 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2715712.750000 Penalty: 4973.035156
	Iteration 8Q: 3 clusters Score -2715713 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2716174.750000 Penalty: 4973.035156
	Iteration 9Q: 3 clusters Score -2716175 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2716772.750000 Penalty: 4973.035156
	Iteration 10Q: 3 clusters Score -2716773 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2717469.250000 Penalty: 4973.035156
	Iteration 11Q: 3 clusters Score -2717469 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2718209.750000 Penalty: 4973.035156
	Iteration 12Q: 3 clusters Score -2718210 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2718867.000000 Penalty: 4973.035156
	Iteration 13Q: 3 clusters Score -2718867 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2719470.250000 Penalty: 4973.035156
	Iteration 14Q: 3 clusters Score -2719470 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2720060.750000 Penalty: 4973.035156
	Iteration 15Q: 3 clusters Score -2720061 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2720498.250000 Penalty: 4973.035156
	Iteration 16Q: 3 clusters Score -2720498 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2720829.750000 Penalty: 4973.035156
	Iteration 17Q: 3 clusters Score -2720830 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2721085.000000 Penalty: 4973.035156
	Iteration 18Q: 3 clusters Score -2721085 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2721272.750000 Penalty: 4973.035156
	Iteration 19Q: 3 clusters Score -2721273 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2721408.750000 Penalty: 4973.035156
	Iteration 20F: 3 clusters Score -2721409 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2721499.000000 Penalty: 4973.035156
	Iteration 21Q: 3 clusters Score -2721499 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -2721554.250000 Penalty: 4973.035156
	Iteration 22Q: 3 clusters Score -2721554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2721607.250000 Penalty: 4973.035156
	Iteration 23Q: 3 clusters Score -2721607 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2721638.250000 Penalty: 4973.035156
	Iteration 24Q: 3 clusters Score -2721638 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2721679.750000 Penalty: 4973.035156
	Iteration 25Q: 3 clusters Score -2721680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2721699.750000 Penalty: 4973.035156
	Iteration 26Q: 3 clusters Score -2721700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2721727.500000 Penalty: 4973.035156
	Iteration 27Q: 3 clusters Score -2721728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2721738.750000 Penalty: 4973.035156
	Iteration 28Q: 3 clusters Score -2721739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2721747.000000 Penalty: 4973.035156
	Iteration 29Q: 3 clusters Score -2721747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2721753.500000 Penalty: 4973.035156
	Iteration 30Q: 3 clusters Score -2721754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2721763.750000 Penalty: 4973.035156
	Iteration 31Q: 3 clusters Score -2721764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2721769.500000 Penalty: 4973.035156
	Iteration 32Q: 3 clusters Score -2721770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2721771.500000 Penalty: 4973.035156
	Iteration 33Q: 3 clusters Score -2721772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2721775.750000 Penalty: 4973.035156
	Iteration 34Q: 3 clusters Score -2721776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2721778.750000 Penalty: 4973.035156
	Iteration 35Q: 3 clusters Score -2721779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2721784.500000 Penalty: 4973.035156
	Iteration 36Q: 3 clusters Score -2721784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2721794.000000 Penalty: 4973.035156
	Iteration 37Q: 3 clusters Score -2721794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2721797.500000 Penalty: 4973.035156
	Iteration 38Q: 3 clusters Score -2721798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2721799.000000 Penalty: 4973.035156
	Iteration 39Q: 3 clusters Score -2721799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2721800.500000 Penalty: 4973.035156
	Iteration 40F: 3 clusters Score -2721800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2721807.250000 Penalty: 4973.035156
	Iteration 41Q: 3 clusters Score -2721807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2721813.250000 Penalty: 4973.035156
	Iteration 42Q: 3 clusters Score -2721813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2721813.500000 Penalty: 4973.035156
	Iteration 43Q: 3 clusters Score -2721814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2721813.000000 Penalty: 4973.035156
	Iteration 44Q: 3 clusters Score -2721813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2721818.250000 Penalty: 4973.035156
	Iteration 45Q: 3 clusters Score -2721818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2721820.000000 Penalty: 4973.035156
	Iteration 46Q: 3 clusters Score -2721820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2721819.000000 Penalty: 4973.035156
	Iteration 47Q: 3 clusters Score -2721819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2721820.000000 Penalty: 4973.035156
	Iteration 48Q: 3 clusters Score -2721820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2721821.250000 Penalty: 4973.035156
	Iteration 49Q: 3 clusters Score -2721821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2721821.250000 Penalty: 4973.035156
	Iteration 50F: 3 clusters Score -2721821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (227295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227295 members 
Entering Unmasked Estep 
Score: -26337280.000000 Penalty: 3058.833008
	Iteration 0F: 2 clusters Score -2.633728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 113815 members 
Entering Unmasked Estep 
Score: -26192410.000000 Penalty: 6117.666016
	Iteration 0F: 3 clusters Score -2.619241e+07 nChanged 109690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110758 members 
Mstep: Class 2 contains 116537 members 
Entering Unmasked Estep 
Score: -26257658.000000 Penalty: 6117.666016
	Iteration 1F: 3 clusters Score -2.625766e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109023 members 
Mstep: Class 2 contains 118272 members 
Entering Unmasked Estep 
Score: -26259080.000000 Penalty: 6117.666016
	Iteration 2Q: 3 clusters Score -2.625908e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106243 members 
Mstep: Class 2 contains 121052 members 
Entering Unmasked Estep 
Score: -26261024.000000 Penalty: 6117.666016
	Iteration 3Q: 3 clusters Score -2.626102e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 125342 members 
Entering Unmasked Estep 
Score: -26263940.000000 Penalty: 6117.666016
	Iteration 4Q: 3 clusters Score -2.626394e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 131441 members 
Entering Unmasked Estep 
Score: -26268974.000000 Penalty: 6117.666016
	Iteration 5Q: 3 clusters Score -2.626897e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 139890 members 
Entering Unmasked Estep 
Score: -26275674.000000 Penalty: 6117.666016
	Iteration 6F: 3 clusters Score -2.627567e+07 nChanged 14138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -26284400.000000 Penalty: 6117.666016
	Iteration 7F: 3 clusters Score -2.62844e+07 nChanged 15171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 163025 members 
Entering Unmasked Estep 
Score: -26294506.000000 Penalty: 6117.666016
	Iteration 8F: 3 clusters Score -2.629451e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -26304232.000000 Penalty: 6117.666016
	Iteration 9F: 3 clusters Score -2.630423e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 186700 members 
Entering Unmasked Estep 
Score: -26312420.000000 Penalty: 6117.666016
	Iteration 10F: 3 clusters Score -2.631242e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 195454 members 
Entering Unmasked Estep 
Score: -26318998.000000 Penalty: 6117.666016
	Iteration 11Q: 3 clusters Score -2.6319e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 202035 members 
Entering Unmasked Estep 
Score: -26323416.000000 Penalty: 6117.666016
	Iteration 12Q: 3 clusters Score -2.632342e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 206883 members 
Entering Unmasked Estep 
Score: -26326954.000000 Penalty: 6117.666016
	Iteration 13Q: 3 clusters Score -2.632695e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 210350 members 
Entering Unmasked Estep 
Score: -26329160.000000 Penalty: 6117.666016
	Iteration 14Q: 3 clusters Score -2.632916e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 212950 members 
Entering Unmasked Estep 
Score: -26330890.000000 Penalty: 6117.666016
	Iteration 15Q: 3 clusters Score -2.633089e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 215030 members 
Entering Unmasked Estep 
Score: -26332120.000000 Penalty: 6117.666016
	Iteration 16Q: 3 clusters Score -2.633212e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 216590 members 
Entering Unmasked Estep 
Score: -26333050.000000 Penalty: 6117.666016
	Iteration 17Q: 3 clusters Score -2.633305e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 217867 members 
Entering Unmasked Estep 
Score: -26333798.000000 Penalty: 6117.666016
	Iteration 18Q: 3 clusters Score -2.63338e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 218845 members 
Entering Unmasked Estep 
Score: -26334430.000000 Penalty: 6117.666016
	Iteration 19Q: 3 clusters Score -2.633443e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 219615 members 
Entering Unmasked Estep 
Score: -26334870.000000 Penalty: 6117.666016
	Iteration 20F: 3 clusters Score -2.633487e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 220229 members 
Entering Unmasked Estep 
Score: -26335178.000000 Penalty: 6117.666016
	Iteration 21Q: 3 clusters Score -2.633518e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 220705 members 
Entering Unmasked Estep 
Score: -26335358.000000 Penalty: 6117.666016
	Iteration 22Q: 3 clusters Score -2.633536e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 221108 members 
Entering Unmasked Estep 
Score: -26335484.000000 Penalty: 6117.666016
	Iteration 23Q: 3 clusters Score -2.633548e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 221451 members 
Entering Unmasked Estep 
Score: -26335594.000000 Penalty: 6117.666016
	Iteration 24Q: 3 clusters Score -2.633559e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 221739 members 
Entering Unmasked Estep 
Score: -26335706.000000 Penalty: 6117.666016
	Iteration 25Q: 3 clusters Score -2.633571e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 221947 members 
Entering Unmasked Estep 
Score: -26335740.000000 Penalty: 6117.666016
	Iteration 26Q: 3 clusters Score -2.633574e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 222100 members 
Entering Unmasked Estep 
Score: -26335816.000000 Penalty: 6117.666016
	Iteration 27Q: 3 clusters Score -2.633582e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 222236 members 
Entering Unmasked Estep 
Score: -26335818.000000 Penalty: 6117.666016
	Iteration 28Q: 3 clusters Score -2.633582e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 222373 members 
Entering Unmasked Estep 
Score: -26335878.000000 Penalty: 6117.666016
	Iteration 29Q: 3 clusters Score -2.633588e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 222505 members 
Entering Unmasked Estep 
Score: -26335978.000000 Penalty: 6117.666016
	Iteration 30Q: 3 clusters Score -2.633598e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 222632 members 
Entering Unmasked Estep 
Score: -26335960.000000 Penalty: 6117.666016
	Iteration 31Q: 3 clusters Score -2.633596e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 222760 members 
Entering Unmasked Estep 
Score: -26335980.000000 Penalty: 6117.666016
	Iteration 32Q: 3 clusters Score -2.633598e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 222881 members 
Entering Unmasked Estep 
Score: -26336088.000000 Penalty: 6117.666016
	Iteration 33Q: 3 clusters Score -2.633609e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 223000 members 
Entering Unmasked Estep 
Score: -26336142.000000 Penalty: 6117.666016
	Iteration 34Q: 3 clusters Score -2.633614e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 223107 members 
Entering Unmasked Estep 
Score: -26336212.000000 Penalty: 6117.666016
	Iteration 35Q: 3 clusters Score -2.633621e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 223199 members 
Entering Unmasked Estep 
Score: -26336350.000000 Penalty: 6117.666016
	Iteration 36Q: 3 clusters Score -2.633635e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 223274 members 
Entering Unmasked Estep 
Score: -26336388.000000 Penalty: 6117.666016
	Iteration 37Q: 3 clusters Score -2.633639e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 223347 members 
Entering Unmasked Estep 
Score: -26336424.000000 Penalty: 6117.666016
	Iteration 38Q: 3 clusters Score -2.633642e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 223396 members 
Entering Unmasked Estep 
Score: -26336462.000000 Penalty: 6117.666016
	Iteration 39Q: 3 clusters Score -2.633646e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 223447 members 
Entering Unmasked Estep 
Score: -26336444.000000 Penalty: 6117.666016
	Iteration 40F: 3 clusters Score -2.633644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 223483 members 
Entering Unmasked Estep 
Score: -26336428.000000 Penalty: 6117.666016
	Iteration 41Q: 3 clusters Score -2.633643e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 223507 members 
Entering Unmasked Estep 
Score: -26336464.000000 Penalty: 6117.666016
	Iteration 42Q: 3 clusters Score -2.633646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 223525 members 
Entering Unmasked Estep 
Score: -26336472.000000 Penalty: 6117.666016
	Iteration 43Q: 3 clusters Score -2.633647e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 223551 members 
Entering Unmasked Estep 
Score: -26336484.000000 Penalty: 6117.666016
	Iteration 44Q: 3 clusters Score -2.633648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 223565 members 
Entering Unmasked Estep 
Score: -26336492.000000 Penalty: 6117.666016
	Iteration 45Q: 3 clusters Score -2.633649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 223591 members 
Entering Unmasked Estep 
Score: -26336496.000000 Penalty: 6117.666016
	Iteration 46Q: 3 clusters Score -2.63365e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 223599 members 
Entering Unmasked Estep 
Score: -26336490.000000 Penalty: 6117.666016
	Iteration 47Q: 3 clusters Score -2.633649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 223603 members 
Entering Unmasked Estep 
Score: -26336482.000000 Penalty: 6117.666016
	Iteration 48Q: 3 clusters Score -2.633648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 223603 members 
Entering Unmasked Estep 
Score: -26336468.000000 Penalty: 6117.666016
	Iteration 49Q: 3 clusters Score -2.633647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 223607 members 
Entering Unmasked Estep 
Score: -26336470.000000 Penalty: 6117.666016
	Iteration 50Q: 3 clusters Score -2.633647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 223615 members 
Entering Unmasked Estep 
Score: -26336480.000000 Penalty: 6117.666016
	Iteration 51Q: 3 clusters Score -2.633648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 223626 members 
Entering Unmasked Estep 
Score: -26336488.000000 Penalty: 6117.666016
	Iteration 52Q: 3 clusters Score -2.633649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 223623 members 
Entering Unmasked Estep 
Score: -26336506.000000 Penalty: 6117.666016
	Iteration 53Q: 3 clusters Score -2.633651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 223623 members 
Entering Unmasked Estep 
Score: -26336488.000000 Penalty: 6117.666016
	Iteration 54Q: 3 clusters Score -2.633649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 223629 members 
Entering Unmasked Estep 
Score: -26336482.000000 Penalty: 6117.666016
	Iteration 55Q: 3 clusters Score -2.633648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 223636 members 
Entering Unmasked Estep 
Score: -26336494.000000 Penalty: 6117.666016
	Iteration 56Q: 3 clusters Score -2.633649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 223646 members 
Entering Unmasked Estep 
Score: -26336508.000000 Penalty: 6117.666016
	Iteration 57Q: 3 clusters Score -2.633651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 223648 members 
Entering Unmasked Estep 
Score: -26336524.000000 Penalty: 6117.666016
	Iteration 58Q: 3 clusters Score -2.633652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 223651 members 
Entering Unmasked Estep 
Score: -26336514.000000 Penalty: 6117.666016
	Iteration 59Q: 3 clusters Score -2.633651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 223654 members 
Entering Unmasked Estep 
Score: -26336516.000000 Penalty: 6117.666016
	Iteration 60F: 3 clusters Score -2.633652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 223659 members 
Entering Unmasked Estep 
Score: -26336520.000000 Penalty: 6117.666016
	Iteration 61Q: 3 clusters Score -2.633652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 223663 members 
Entering Unmasked Estep 
Score: -26336506.000000 Penalty: 6117.666016
	Iteration 62Q: 3 clusters Score -2.633651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 223666 members 
Entering Unmasked Estep 
Score: -26336514.000000 Penalty: 6117.666016
	Iteration 63Q: 3 clusters Score -2.633651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 223665 members 
Entering Unmasked Estep 
Score: -26336524.000000 Penalty: 6117.666016
	Iteration 64Q: 3 clusters Score -2.633652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 223666 members 
Entering Unmasked Estep 
Score: -26336538.000000 Penalty: 6117.666016
	Iteration 65Q: 3 clusters Score -2.633654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 223670 members 
Entering Unmasked Estep 
Score: -26336536.000000 Penalty: 6117.666016
	Iteration 66Q: 3 clusters Score -2.633654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 223674 members 
Entering Unmasked Estep 
Score: -26336532.000000 Penalty: 6117.666016
	Iteration 67Q: 3 clusters Score -2.633653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 223676 members 
Entering Unmasked Estep 
Score: -26336542.000000 Penalty: 6117.666016
	Iteration 68Q: 3 clusters Score -2.633654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 223676 members 
Entering Unmasked Estep 
Score: -26336542.000000 Penalty: 6117.666016
	Iteration 69F: 3 clusters Score -2.633654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 62744 members 
Mstep: Class 3 contains 10384 members 
Mstep: Class 4 contains 47032 members 
Mstep: Class 5 contains 24738 members 
Mstep: Class 6 contains 178258 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 17481 members 
Mstep: Class 10 contains 104727 members 
Mstep: Class 11 contains 125671 members 
Mstep: Class 12 contains 239985 members 
Mstep: Class 13 contains 23947 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 12301 members 
Mstep: Class 16 contains 24804 members 
Mstep: Class 17 contains 125339 members 
Mstep: Class 18 contains 16119 members 
Mstep: Class 19 contains 14311 members 
Mstep: Class 20 contains 9113 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 172986 members 
Mstep: Class 23 contains 12719 members 
Mstep: Class 24 contains 31444 members 
Mstep: Class 25 contains 1042 members 
Mstep: Class 26 contains 222412 members 
Mstep: Class 27 contains 6555 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 22613 members 
Mstep: Class 30 contains 227295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225910400.000000 Penalty: 122392.429688
Iteration 79Q: 35 clusters Score -2.259104e+08 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 687 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 62733 members 
Mstep: Class 3 contains 10467 members 
Mstep: Class 4 contains 46972 members 
Mstep: Class 5 contains 24760 members 
Mstep: Class 6 contains 178166 members 
Mstep: Class 7 contains 34884 members 
Mstep: Class 8 contains 28604 members 
Mstep: Class 9 contains 17739 members 
Mstep: Class 10 contains 105054 members 
Mstep: Class 11 contains 125244 members 
Mstep: Class 12 contains 240461 members 
Mstep: Class 13 contains 23631 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 12556 members 
Mstep: Class 16 contains 24824 members 
Mstep: Class 17 contains 126461 members 
Mstep: Class 18 contains 17304 members 
Mstep: Class 19 contains 14322 members 
Mstep: Class 20 contains 9123 members 
Mstep: Class 21 contains 6935 members 
Mstep: Class 22 contains 173365 members 
Mstep: Class 23 contains 12813 members 
Mstep: Class 24 contains 31504 members 
Mstep: Class 25 contains 1337 members 
Mstep: Class 26 contains 225360 members 
Mstep: Class 27 contains 6567 members 
Mstep: Class 28 contains 3907 members 
Mstep: Class 29 contains 22844 members 
Mstep: Class 30 contains 227318 members 
Mstep: Class 31 contains 1065 members 
Mstep: Class 32 contains 146989 members 
Mstep: Class 33 contains 20868 members 
Mstep: Class 34 contains 12852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952608.000000 Penalty: 122392.429688
Iteration 80F: 35 clusters Score -2.259526e+08 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 62614 members 
Mstep: Class 3 contains 10464 members 
Mstep: Class 4 contains 46793 members 
Mstep: Class 5 contains 24682 members 
Mstep: Class 6 contains 178017 members 
Mstep: Class 7 contains 34872 members 
Mstep: Class 8 contains 28700 members 
Mstep: Class 9 contains 17730 members 
Mstep: Class 10 contains 105149 members 
Mstep: Class 11 contains 124388 members 
Mstep: Class 12 contains 240589 members 
Mstep: Class 13 contains 23361 members 
Mstep: Class 14 contains 1748 members 
Mstep: Class 15 contains 12716 members 
Mstep: Class 16 contains 24769 members 
Mstep: Class 17 contains 126499 members 
Mstep: Class 18 contains 18135 members 
Mstep: Class 19 contains 14323 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 173300 members 
Mstep: Class 23 contains 12839 members 
Mstep: Class 24 contains 31265 members 
Mstep: Class 25 contains 1515 members 
Mstep: Class 26 contains 227564 members 
Mstep: Class 27 contains 6559 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 22990 members 
Mstep: Class 30 contains 227085 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 143839 members 
Mstep: Class 33 contains 21037 members 
Mstep: Class 34 contains 13286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972864.000000 Penalty: 122392.429688
Iteration 81Q: 35 clusters Score -2.259729e+08 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 62524 members 
Mstep: Class 3 contains 10459 members 
Mstep: Class 4 contains 46675 members 
Mstep: Class 5 contains 24600 members 
Mstep: Class 6 contains 177880 members 
Mstep: Class 7 contains 34870 members 
Mstep: Class 8 contains 28774 members 
Mstep: Class 9 contains 17768 members 
Mstep: Class 10 contains 105190 members 
Mstep: Class 11 contains 123792 members 
Mstep: Class 12 contains 240736 members 
Mstep: Class 13 contains 23102 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 12802 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 126717 members 
Mstep: Class 18 contains 19004 members 
Mstep: Class 19 contains 14326 members 
Mstep: Class 20 contains 9106 members 
Mstep: Class 21 contains 7118 members 
Mstep: Class 22 contains 173328 members 
Mstep: Class 23 contains 12873 members 
Mstep: Class 24 contains 31087 members 
Mstep: Class 25 contains 1615 members 
Mstep: Class 26 contains 229680 members 
Mstep: Class 27 contains 6561 members 
Mstep: Class 28 contains 5350 members 
Mstep: Class 29 contains 23226 members 
Mstep: Class 30 contains 226807 members 
Mstep: Class 31 contains 1070 members 
Mstep: Class 32 contains 140568 members 
Mstep: Class 33 contains 21126 members 
Mstep: Class 34 contains 13576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972272.000000 Penalty: 122392.429688
Iteration 82Q: 35 clusters Score -2.259723e+08 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 62453 members 
Mstep: Class 3 contains 10459 members 
Mstep: Class 4 contains 46548 members 
Mstep: Class 5 contains 24556 members 
Mstep: Class 6 contains 177781 members 
Mstep: Class 7 contains 34859 members 
Mstep: Class 8 contains 28846 members 
Mstep: Class 9 contains 17829 members 
Mstep: Class 10 contains 105241 members 
Mstep: Class 11 contains 123274 members 
Mstep: Class 12 contains 240869 members 
Mstep: Class 13 contains 22850 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 12868 members 
Mstep: Class 16 contains 24693 members 
Mstep: Class 17 contains 127027 members 
Mstep: Class 18 contains 19888 members 
Mstep: Class 19 contains 14330 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 173380 members 
Mstep: Class 23 contains 12912 members 
Mstep: Class 24 contains 30949 members 
Mstep: Class 25 contains 1688 members 
Mstep: Class 26 contains 231737 members 
Mstep: Class 27 contains 6556 members 
Mstep: Class 28 contains 5761 members 
Mstep: Class 29 contains 23514 members 
Mstep: Class 30 contains 226581 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 137255 members 
Mstep: Class 33 contains 21170 members 
Mstep: Class 34 contains 13775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971968.000000 Penalty: 122392.429688
Iteration 83Q: 35 clusters Score -2.25972e+08 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 62385 members 
Mstep: Class 3 contains 10466 members 
Mstep: Class 4 contains 46455 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 177690 members 
Mstep: Class 7 contains 34854 members 
Mstep: Class 8 contains 28923 members 
Mstep: Class 9 contains 17891 members 
Mstep: Class 10 contains 105235 members 
Mstep: Class 11 contains 122800 members 
Mstep: Class 12 contains 240994 members 
Mstep: Class 13 contains 22644 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 24666 members 
Mstep: Class 17 contains 127333 members 
Mstep: Class 18 contains 20688 members 
Mstep: Class 19 contains 14332 members 
Mstep: Class 20 contains 9105 members 
Mstep: Class 21 contains 7270 members 
Mstep: Class 22 contains 173440 members 
Mstep: Class 23 contains 12956 members 
Mstep: Class 24 contains 30838 members 
Mstep: Class 25 contains 1755 members 
Mstep: Class 26 contains 233681 members 
Mstep: Class 27 contains 6554 members 
Mstep: Class 28 contains 6074 members 
Mstep: Class 29 contains 23789 members 
Mstep: Class 30 contains 226367 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 134102 members 
Mstep: Class 33 contains 21212 members 
Mstep: Class 34 contains 13957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971936.000000 Penalty: 122392.429688
Iteration 84Q: 35 clusters Score -2.259719e+08 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 62295 members 
Mstep: Class 3 contains 10454 members 
Mstep: Class 4 contains 46368 members 
Mstep: Class 5 contains 24474 members 
Mstep: Class 6 contains 177612 members 
Mstep: Class 7 contains 34850 members 
Mstep: Class 8 contains 28993 members 
Mstep: Class 9 contains 17981 members 
Mstep: Class 10 contains 105212 members 
Mstep: Class 11 contains 122348 members 
Mstep: Class 12 contains 241122 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13037 members 
Mstep: Class 16 contains 24642 members 
Mstep: Class 17 contains 127691 members 
Mstep: Class 18 contains 21447 members 
Mstep: Class 19 contains 14337 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 22 contains 173469 members 
Mstep: Class 23 contains 12986 members 
Mstep: Class 24 contains 30746 members 
Mstep: Class 25 contains 1812 members 
Mstep: Class 26 contains 235513 members 
Mstep: Class 27 contains 6543 members 
Mstep: Class 28 contains 6392 members 
Mstep: Class 29 contains 24081 members 
Mstep: Class 30 contains 226202 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 131012 members 
Mstep: Class 33 contains 21242 members 
Mstep: Class 34 contains 14121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971232.000000 Penalty: 122392.429688
Iteration 85Q: 35 clusters Score -2.259712e+08 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 62235 members 
Mstep: Class 3 contains 10446 members 
Mstep: Class 4 contains 46276 members 
Mstep: Class 5 contains 24453 members 
Mstep: Class 6 contains 177500 members 
Mstep: Class 7 contains 34862 members 
Mstep: Class 8 contains 29067 members 
Mstep: Class 9 contains 18049 members 
Mstep: Class 10 contains 105194 members 
Mstep: Class 11 contains 121917 members 
Mstep: Class 12 contains 241339 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13126 members 
Mstep: Class 16 contains 24615 members 
Mstep: Class 17 contains 128020 members 
Mstep: Class 18 contains 22093 members 
Mstep: Class 19 contains 14344 members 
Mstep: Class 20 contains 9110 members 
Mstep: Class 21 contains 7376 members 
Mstep: Class 22 contains 173507 members 
Mstep: Class 23 contains 13000 members 
Mstep: Class 24 contains 30718 members 
Mstep: Class 25 contains 1859 members 
Mstep: Class 26 contains 237244 members 
Mstep: Class 27 contains 6544 members 
Mstep: Class 28 contains 6709 members 
Mstep: Class 29 contains 24342 members 
Mstep: Class 30 contains 225995 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 128135 members 
Mstep: Class 33 contains 21205 members 
Mstep: Class 34 contains 14255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970448.000000 Penalty: 122392.429688
Iteration 86Q: 35 clusters Score -2.259704e+08 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 62199 members 
Mstep: Class 3 contains 10433 members 
Mstep: Class 4 contains 46193 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 177402 members 
Mstep: Class 7 contains 34863 members 
Mstep: Class 8 contains 29142 members 
Mstep: Class 9 contains 18112 members 
Mstep: Class 10 contains 105147 members 
Mstep: Class 11 contains 121533 members 
Mstep: Class 12 contains 241525 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13240 members 
Mstep: Class 16 contains 24597 members 
Mstep: Class 17 contains 128302 members 
Mstep: Class 18 contains 22623 members 
Mstep: Class 19 contains 14341 members 
Mstep: Class 20 contains 9112 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 22 contains 173549 members 
Mstep: Class 23 contains 13021 members 
Mstep: Class 24 contains 30672 members 
Mstep: Class 25 contains 1908 members 
Mstep: Class 26 contains 238896 members 
Mstep: Class 27 contains 6545 members 
Mstep: Class 28 contains 7040 members 
Mstep: Class 29 contains 24643 members 
Mstep: Class 30 contains 225862 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 125399 members 
Mstep: Class 33 contains 21134 members 
Mstep: Class 34 contains 14362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225969312.000000 Penalty: 122392.429688
Iteration 87Q: 35 clusters Score -2.259693e+08 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 62162 members 
Mstep: Class 3 contains 10443 members 
Mstep: Class 4 contains 46128 members 
Mstep: Class 5 contains 24393 members 
Mstep: Class 6 contains 177414 members 
Mstep: Class 7 contains 34871 members 
Mstep: Class 8 contains 29202 members 
Mstep: Class 9 contains 18169 members 
Mstep: Class 10 contains 105095 members 
Mstep: Class 11 contains 121152 members 
Mstep: Class 12 contains 241694 members 
Mstep: Class 13 contains 22114 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13343 members 
Mstep: Class 16 contains 24579 members 
Mstep: Class 17 contains 128560 members 
Mstep: Class 18 contains 23041 members 
Mstep: Class 19 contains 14346 members 
Mstep: Class 20 contains 9114 members 
Mstep: Class 21 contains 7467 members 
Mstep: Class 22 contains 173590 members 
Mstep: Class 23 contains 13038 members 
Mstep: Class 24 contains 30614 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 240478 members 
Mstep: Class 27 contains 6545 members 
Mstep: Class 28 contains 7317 members 
Mstep: Class 29 contains 24912 members 
Mstep: Class 30 contains 225734 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 122851 members 
Mstep: Class 33 contains 21057 members 
Mstep: Class 34 contains 14459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967936.000000 Penalty: 122392.429688
Iteration 88Q: 35 clusters Score -2.259679e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 62126 members 
Mstep: Class 3 contains 10441 members 
Mstep: Class 4 contains 46058 members 
Mstep: Class 5 contains 24361 members 
Mstep: Class 6 contains 177428 members 
Mstep: Class 7 contains 34888 members 
Mstep: Class 8 contains 29251 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 105088 members 
Mstep: Class 11 contains 120774 members 
Mstep: Class 12 contains 241827 members 
Mstep: Class 13 contains 22035 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13436 members 
Mstep: Class 16 contains 24553 members 
Mstep: Class 17 contains 128784 members 
Mstep: Class 18 contains 23376 members 
Mstep: Class 19 contains 14355 members 
Mstep: Class 20 contains 9121 members 
Mstep: Class 21 contains 7493 members 
Mstep: Class 22 contains 173632 members 
Mstep: Class 23 contains 13057 members 
Mstep: Class 24 contains 30596 members 
Mstep: Class 25 contains 2027 members 
Mstep: Class 26 contains 241948 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 7554 members 
Mstep: Class 29 contains 25188 members 
Mstep: Class 30 contains 225654 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 120450 members 
Mstep: Class 33 contains 21003 members 
Mstep: Class 34 contains 14542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967456.000000 Penalty: 122392.429688
Iteration 89Q: 35 clusters Score -2.259675e+08 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 62097 members 
Mstep: Class 3 contains 10448 members 
Mstep: Class 4 contains 45983 members 
Mstep: Class 5 contains 24344 members 
Mstep: Class 6 contains 177476 members 
Mstep: Class 7 contains 34902 members 
Mstep: Class 8 contains 29309 members 
Mstep: Class 9 contains 18305 members 
Mstep: Class 10 contains 105091 members 
Mstep: Class 11 contains 120380 members 
Mstep: Class 12 contains 241956 members 
Mstep: Class 13 contains 21987 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13525 members 
Mstep: Class 16 contains 24532 members 
Mstep: Class 17 contains 129008 members 
Mstep: Class 18 contains 23656 members 
Mstep: Class 19 contains 14353 members 
Mstep: Class 20 contains 9121 members 
Mstep: Class 21 contains 7511 members 
Mstep: Class 22 contains 173669 members 
Mstep: Class 23 contains 13070 members 
Mstep: Class 24 contains 30593 members 
Mstep: Class 25 contains 2070 members 
Mstep: Class 26 contains 243383 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 7753 members 
Mstep: Class 29 contains 25496 members 
Mstep: Class 30 contains 225547 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 118141 members 
Mstep: Class 33 contains 20944 members 
Mstep: Class 34 contains 14621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966160.000000 Penalty: 122392.429688
Iteration 90Q: 35 clusters Score -2.259662e+08 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 62073 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 24322 members 
Mstep: Class 6 contains 177560 members 
Mstep: Class 7 contains 34922 members 
Mstep: Class 8 contains 29373 members 
Mstep: Class 9 contains 18365 members 
Mstep: Class 10 contains 105071 members 
Mstep: Class 11 contains 119982 members 
Mstep: Class 12 contains 242105 members 
Mstep: Class 13 contains 21950 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13626 members 
Mstep: Class 16 contains 24512 members 
Mstep: Class 17 contains 129167 members 
Mstep: Class 18 contains 23892 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 9123 members 
Mstep: Class 21 contains 7520 members 
Mstep: Class 22 contains 173672 members 
Mstep: Class 23 contains 13092 members 
Mstep: Class 24 contains 30598 members 
Mstep: Class 25 contains 2105 members 
Mstep: Class 26 contains 244751 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 7920 members 
Mstep: Class 29 contains 25818 members 
Mstep: Class 30 contains 225494 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 115949 members 
Mstep: Class 33 contains 20889 members 
Mstep: Class 34 contains 14689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966096.000000 Penalty: 122392.429688
Iteration 91Q: 35 clusters Score -2.259661e+08 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 62052 members 
Mstep: Class 3 contains 10449 members 
Mstep: Class 4 contains 45844 members 
Mstep: Class 5 contains 24296 members 
Mstep: Class 6 contains 177627 members 
Mstep: Class 7 contains 34940 members 
Mstep: Class 8 contains 29413 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 105046 members 
Mstep: Class 11 contains 119592 members 
Mstep: Class 12 contains 242246 members 
Mstep: Class 13 contains 21919 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13715 members 
Mstep: Class 16 contains 24496 members 
Mstep: Class 17 contains 129349 members 
Mstep: Class 18 contains 24103 members 
Mstep: Class 19 contains 14355 members 
Mstep: Class 20 contains 9133 members 
Mstep: Class 21 contains 7524 members 
Mstep: Class 22 contains 173703 members 
Mstep: Class 23 contains 13109 members 
Mstep: Class 24 contains 30609 members 
Mstep: Class 25 contains 2145 members 
Mstep: Class 26 contains 246097 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 8059 members 
Mstep: Class 29 contains 26140 members 
Mstep: Class 30 contains 225444 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 113804 members 
Mstep: Class 33 contains 20861 members 
Mstep: Class 34 contains 14754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225964928.000000 Penalty: 122392.429688
Iteration 92Q: 35 clusters Score -2.259649e+08 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 62030 members 
Mstep: Class 3 contains 10464 members 
Mstep: Class 4 contains 45780 members 
Mstep: Class 5 contains 24275 members 
Mstep: Class 6 contains 177685 members 
Mstep: Class 7 contains 34964 members 
Mstep: Class 8 contains 29436 members 
Mstep: Class 9 contains 18472 members 
Mstep: Class 10 contains 105036 members 
Mstep: Class 11 contains 119214 members 
Mstep: Class 12 contains 242365 members 
Mstep: Class 13 contains 21899 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13819 members 
Mstep: Class 16 contains 24484 members 
Mstep: Class 17 contains 129538 members 
Mstep: Class 18 contains 24294 members 
Mstep: Class 19 contains 14360 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 7535 members 
Mstep: Class 22 contains 173735 members 
Mstep: Class 23 contains 13121 members 
Mstep: Class 24 contains 30669 members 
Mstep: Class 25 contains 2177 members 
Mstep: Class 26 contains 247346 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 8195 members 
Mstep: Class 29 contains 26478 members 
Mstep: Class 30 contains 225352 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 111759 members 
Mstep: Class 33 contains 20797 members 
Mstep: Class 34 contains 14803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225963744.000000 Penalty: 122392.429688
Iteration 93Q: 35 clusters Score -2.259637e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 62004 members 
Mstep: Class 3 contains 10465 members 
Mstep: Class 4 contains 45724 members 
Mstep: Class 5 contains 24250 members 
Mstep: Class 6 contains 177776 members 
Mstep: Class 7 contains 34989 members 
Mstep: Class 8 contains 29463 members 
Mstep: Class 9 contains 18516 members 
Mstep: Class 10 contains 105022 members 
Mstep: Class 11 contains 118824 members 
Mstep: Class 12 contains 242491 members 
Mstep: Class 13 contains 21883 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13888 members 
Mstep: Class 16 contains 24467 members 
Mstep: Class 17 contains 129762 members 
Mstep: Class 18 contains 24468 members 
Mstep: Class 19 contains 14358 members 
Mstep: Class 20 contains 9146 members 
Mstep: Class 21 contains 7546 members 
Mstep: Class 22 contains 173746 members 
Mstep: Class 23 contains 13110 members 
Mstep: Class 24 contains 30746 members 
Mstep: Class 25 contains 2219 members 
Mstep: Class 26 contains 248674 members 
Mstep: Class 27 contains 6520 members 
Mstep: Class 28 contains 8308 members 
Mstep: Class 29 contains 26788 members 
Mstep: Class 30 contains 225271 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 109738 members 
Mstep: Class 33 contains 20741 members 
Mstep: Class 34 contains 14826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225963840.000000 Penalty: 122392.429688
Iteration 94Q: 35 clusters Score -2.259638e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 61980 members 
Mstep: Class 3 contains 10481 members 
Mstep: Class 4 contains 45687 members 
Mstep: Class 5 contains 24222 members 
Mstep: Class 6 contains 177872 members 
Mstep: Class 7 contains 35025 members 
Mstep: Class 8 contains 29478 members 
Mstep: Class 9 contains 18574 members 
Mstep: Class 10 contains 105010 members 
Mstep: Class 11 contains 118417 members 
Mstep: Class 12 contains 242614 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 13957 members 
Mstep: Class 16 contains 24442 members 
Mstep: Class 17 contains 129974 members 
Mstep: Class 18 contains 24628 members 
Mstep: Class 19 contains 14357 members 
Mstep: Class 20 contains 9151 members 
Mstep: Class 21 contains 7553 members 
Mstep: Class 22 contains 173722 members 
Mstep: Class 23 contains 13117 members 
Mstep: Class 24 contains 30792 members 
Mstep: Class 25 contains 2247 members 
Mstep: Class 26 contains 249945 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 8424 members 
Mstep: Class 29 contains 27091 members 
Mstep: Class 30 contains 225230 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 107800 members 
Mstep: Class 33 contains 20687 members 
Mstep: Class 34 contains 14857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961968.000000 Penalty: 122392.429688
Iteration 95Q: 35 clusters Score -2.25962e+08 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 61959 members 
Mstep: Class 3 contains 10498 members 
Mstep: Class 4 contains 45644 members 
Mstep: Class 5 contains 24196 members 
Mstep: Class 6 contains 177949 members 
Mstep: Class 7 contains 35063 members 
Mstep: Class 8 contains 29508 members 
Mstep: Class 9 contains 18642 members 
Mstep: Class 10 contains 104981 members 
Mstep: Class 11 contains 118014 members 
Mstep: Class 12 contains 242779 members 
Mstep: Class 13 contains 21837 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 14021 members 
Mstep: Class 16 contains 24420 members 
Mstep: Class 17 contains 130176 members 
Mstep: Class 18 contains 24773 members 
Mstep: Class 19 contains 14365 members 
Mstep: Class 20 contains 9152 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 173710 members 
Mstep: Class 23 contains 13124 members 
Mstep: Class 24 contains 30808 members 
Mstep: Class 25 contains 2274 members 
Mstep: Class 26 contains 251156 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 8544 members 
Mstep: Class 29 contains 27417 members 
Mstep: Class 30 contains 225147 members 
Mstep: Class 31 contains 1067 members 
Mstep: Class 32 contains 105933 members 
Mstep: Class 33 contains 20629 members 
Mstep: Class 34 contains 14895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961040.000000 Penalty: 122392.429688
Iteration 96Q: 35 clusters Score -2.25961e+08 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 61935 members 
Mstep: Class 3 contains 10521 members 
Mstep: Class 4 contains 45588 members 
Mstep: Class 5 contains 24175 members 
Mstep: Class 6 contains 178041 members 
Mstep: Class 7 contains 35080 members 
Mstep: Class 8 contains 29532 members 
Mstep: Class 9 contains 18703 members 
Mstep: Class 10 contains 104940 members 
Mstep: Class 11 contains 117636 members 
Mstep: Class 12 contains 242867 members 
Mstep: Class 13 contains 21821 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 14106 members 
Mstep: Class 16 contains 24395 members 
Mstep: Class 17 contains 130375 members 
Mstep: Class 18 contains 24883 members 
Mstep: Class 19 contains 14370 members 
Mstep: Class 20 contains 9157 members 
Mstep: Class 21 contains 7591 members 
Mstep: Class 22 contains 173685 members 
Mstep: Class 23 contains 13133 members 
Mstep: Class 24 contains 30845 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 252311 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 8654 members 
Mstep: Class 29 contains 27748 members 
Mstep: Class 30 contains 225085 members 
Mstep: Class 31 contains 1066 members 
Mstep: Class 32 contains 104184 members 
Mstep: Class 33 contains 20563 members 
Mstep: Class 34 contains 14936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960816.000000 Penalty: 122392.429688
Iteration 97Q: 35 clusters Score -2.259608e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 61896 members 
Mstep: Class 3 contains 10533 members 
Mstep: Class 4 contains 45552 members 
Mstep: Class 5 contains 24160 members 
Mstep: Class 6 contains 178132 members 
Mstep: Class 7 contains 35100 members 
Mstep: Class 8 contains 29574 members 
Mstep: Class 9 contains 18752 members 
Mstep: Class 10 contains 104896 members 
Mstep: Class 11 contains 117259 members 
Mstep: Class 12 contains 242941 members 
Mstep: Class 13 contains 21812 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 14201 members 
Mstep: Class 16 contains 24387 members 
Mstep: Class 17 contains 130575 members 
Mstep: Class 18 contains 24969 members 
Mstep: Class 19 contains 14370 members 
Mstep: Class 20 contains 9163 members 
Mstep: Class 21 contains 7606 members 
Mstep: Class 22 contains 173665 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 30904 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 253378 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 8753 members 
Mstep: Class 29 contains 28106 members 
Mstep: Class 30 contains 225009 members 
Mstep: Class 31 contains 1066 members 
Mstep: Class 32 contains 102510 members 
Mstep: Class 33 contains 20485 members 
Mstep: Class 34 contains 14972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960304.000000 Penalty: 122392.429688
Iteration 98Q: 35 clusters Score -2.259603e+08 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 61860 members 
Mstep: Class 3 contains 10536 members 
Mstep: Class 4 contains 45504 members 
Mstep: Class 5 contains 24146 members 
Mstep: Class 6 contains 178257 members 
Mstep: Class 7 contains 35116 members 
Mstep: Class 8 contains 29590 members 
Mstep: Class 9 contains 18807 members 
Mstep: Class 10 contains 104834 members 
Mstep: Class 11 contains 116880 members 
Mstep: Class 12 contains 242982 members 
Mstep: Class 13 contains 21807 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 16 contains 24376 members 
Mstep: Class 17 contains 130795 members 
Mstep: Class 18 contains 25052 members 
Mstep: Class 19 contains 14371 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7608 members 
Mstep: Class 22 contains 173634 members 
Mstep: Class 23 contains 13161 members 
Mstep: Class 24 contains 30966 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 254434 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 8845 members 
Mstep: Class 29 contains 28497 members 
Mstep: Class 30 contains 224953 members 
Mstep: Class 31 contains 1066 members 
Mstep: Class 32 contains 100874 members 
Mstep: Class 33 contains 20429 members 
Mstep: Class 34 contains 14998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959888.000000 Penalty: 122392.429688
Iteration 99Q: 35 clusters Score -2.259599e+08 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 61838 members 
Mstep: Class 3 contains 10545 members 
Mstep: Class 4 contains 45453 members 
Mstep: Class 5 contains 24128 members 
Mstep: Class 6 contains 178352 members 
Mstep: Class 7 contains 35136 members 
Mstep: Class 8 contains 29618 members 
Mstep: Class 9 contains 18859 members 
Mstep: Class 10 contains 104774 members 
Mstep: Class 11 contains 116491 members 
Mstep: Class 12 contains 243014 members 
Mstep: Class 13 contains 21797 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 14393 members 
Mstep: Class 16 contains 24366 members 
Mstep: Class 17 contains 130996 members 
Mstep: Class 18 contains 25135 members 
Mstep: Class 19 contains 14373 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7610 members 
Mstep: Class 22 contains 173593 members 
Mstep: Class 23 contains 13173 members 
Mstep: Class 24 contains 31051 members 
Mstep: Class 25 contains 2381 members 
Mstep: Class 26 contains 255445 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 8927 members 
Mstep: Class 29 contains 28887 members 
Mstep: Class 30 contains 224907 members 
Mstep: Class 31 contains 1066 members 
Mstep: Class 32 contains 99310 members 
Mstep: Class 33 contains 20364 members 
Mstep: Class 34 contains 15021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225964128.000000 Penalty: 122392.429688
Iteration 100F: 35 clusters Score -2.259641e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 61809 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 45404 members 
Mstep: Class 5 contains 24109 members 
Mstep: Class 6 contains 178421 members 
Mstep: Class 7 contains 35147 members 
Mstep: Class 8 contains 29643 members 
Mstep: Class 9 contains 18907 members 
Mstep: Class 10 contains 104734 members 
Mstep: Class 11 contains 116109 members 
Mstep: Class 12 contains 243069 members 
Mstep: Class 13 contains 21787 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 14501 members 
Mstep: Class 16 contains 24350 members 
Mstep: Class 17 contains 131207 members 
Mstep: Class 18 contains 25197 members 
Mstep: Class 19 contains 14372 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7628 members 
Mstep: Class 22 contains 173522 members 
Mstep: Class 23 contains 13190 members 
Mstep: Class 24 contains 31151 members 
Mstep: Class 25 contains 2400 members 
Mstep: Class 26 contains 256502 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9003 members 
Mstep: Class 29 contains 29268 members 
Mstep: Class 30 contains 224865 members 
Mstep: Class 31 contains 1062 members 
Mstep: Class 32 contains 97717 members 
Mstep: Class 33 contains 20285 members 
Mstep: Class 34 contains 15066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225964096.000000 Penalty: 122392.429688
Iteration 101Q: 35 clusters Score -2.259641e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 61799 members 
Mstep: Class 3 contains 10570 members 
Mstep: Class 4 contains 45339 members 
Mstep: Class 5 contains 24095 members 
Mstep: Class 6 contains 178477 members 
Mstep: Class 7 contains 35167 members 
Mstep: Class 8 contains 29673 members 
Mstep: Class 9 contains 18958 members 
Mstep: Class 10 contains 104673 members 
Mstep: Class 11 contains 115752 members 
Mstep: Class 12 contains 243112 members 
Mstep: Class 13 contains 21781 members 
Mstep: Class 14 contains 1856 members 
Mstep: Class 15 contains 14599 members 
Mstep: Class 16 contains 24345 members 
Mstep: Class 17 contains 131415 members 
Mstep: Class 18 contains 25248 members 
Mstep: Class 19 contains 14370 members 
Mstep: Class 20 contains 9175 members 
Mstep: Class 21 contains 7656 members 
Mstep: Class 22 contains 173432 members 
Mstep: Class 23 contains 13203 members 
Mstep: Class 24 contains 31254 members 
Mstep: Class 25 contains 2426 members 
Mstep: Class 26 contains 257515 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 9061 members 
Mstep: Class 29 contains 29653 members 
Mstep: Class 30 contains 224845 members 
Mstep: Class 31 contains 1060 members 
Mstep: Class 32 contains 96198 members 
Mstep: Class 33 contains 20196 members 
Mstep: Class 34 contains 15102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962720.000000 Penalty: 122392.429688
Iteration 102Q: 35 clusters Score -2.259627e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 61787 members 
Mstep: Class 3 contains 10606 members 
Mstep: Class 4 contains 45281 members 
Mstep: Class 5 contains 24077 members 
Mstep: Class 6 contains 178507 members 
Mstep: Class 7 contains 35193 members 
Mstep: Class 8 contains 29689 members 
Mstep: Class 9 contains 18995 members 
Mstep: Class 10 contains 104616 members 
Mstep: Class 11 contains 115396 members 
Mstep: Class 12 contains 243197 members 
Mstep: Class 13 contains 21764 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 14697 members 
Mstep: Class 16 contains 24333 members 
Mstep: Class 17 contains 131583 members 
Mstep: Class 18 contains 25307 members 
Mstep: Class 19 contains 14374 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7679 members 
Mstep: Class 22 contains 173391 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 31370 members 
Mstep: Class 25 contains 2455 members 
Mstep: Class 26 contains 258478 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9120 members 
Mstep: Class 29 contains 30027 members 
Mstep: Class 30 contains 224819 members 
Mstep: Class 31 contains 1056 members 
Mstep: Class 32 contains 94710 members 
Mstep: Class 33 contains 20114 members 
Mstep: Class 34 contains 15136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961984.000000 Penalty: 122392.429688
Iteration 103Q: 35 clusters Score -2.25962e+08 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 61775 members 
Mstep: Class 3 contains 10642 members 
Mstep: Class 4 contains 45242 members 
Mstep: Class 5 contains 24066 members 
Mstep: Class 6 contains 178541 members 
Mstep: Class 7 contains 35211 members 
Mstep: Class 8 contains 29716 members 
Mstep: Class 9 contains 19037 members 
Mstep: Class 10 contains 104557 members 
Mstep: Class 11 contains 115047 members 
Mstep: Class 12 contains 243241 members 
Mstep: Class 13 contains 21750 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 14785 members 
Mstep: Class 16 contains 24328 members 
Mstep: Class 17 contains 131726 members 
Mstep: Class 18 contains 25363 members 
Mstep: Class 19 contains 14380 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 173358 members 
Mstep: Class 23 contains 13222 members 
Mstep: Class 24 contains 31514 members 
Mstep: Class 25 contains 2491 members 
Mstep: Class 26 contains 259394 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9167 members 
Mstep: Class 29 contains 30436 members 
Mstep: Class 30 contains 224808 members 
Mstep: Class 31 contains 1053 members 
Mstep: Class 32 contains 93208 members 
Mstep: Class 33 contains 20012 members 
Mstep: Class 34 contains 15177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961024.000000 Penalty: 122392.429688
Iteration 104Q: 35 clusters Score -2.25961e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 61768 members 
Mstep: Class 3 contains 10673 members 
Mstep: Class 4 contains 45204 members 
Mstep: Class 5 contains 24052 members 
Mstep: Class 6 contains 178595 members 
Mstep: Class 7 contains 35233 members 
Mstep: Class 8 contains 29735 members 
Mstep: Class 9 contains 19061 members 
Mstep: Class 10 contains 104511 members 
Mstep: Class 11 contains 114692 members 
Mstep: Class 12 contains 243295 members 
Mstep: Class 13 contains 21738 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 14866 members 
Mstep: Class 16 contains 24323 members 
Mstep: Class 17 contains 131851 members 
Mstep: Class 18 contains 25413 members 
Mstep: Class 19 contains 14385 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7744 members 
Mstep: Class 22 contains 173323 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 31644 members 
Mstep: Class 25 contains 2525 members 
Mstep: Class 26 contains 260323 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9226 members 
Mstep: Class 29 contains 30861 members 
Mstep: Class 30 contains 224776 members 
Mstep: Class 31 contains 1049 members 
Mstep: Class 32 contains 91703 members 
Mstep: Class 33 contains 19917 members 
Mstep: Class 34 contains 15218 members 
Entering Unmasked Estep 
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Iteration 105Q: 35 clusters Score -2.259608e+08 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 61759 members 
Mstep: Class 3 contains 10676 members 
Mstep: Class 4 contains 45176 members 
Mstep: Class 5 contains 24038 members 
Mstep: Class 6 contains 178665 members 
Mstep: Class 7 contains 35259 members 
Mstep: Class 8 contains 29746 members 
Mstep: Class 9 contains 19108 members 
Mstep: Class 10 contains 104480 members 
Mstep: Class 11 contains 114351 members 
Mstep: Class 12 contains 243354 members 
Mstep: Class 13 contains 21717 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 14974 members 
Mstep: Class 16 contains 24312 members 
Mstep: Class 17 contains 131973 members 
Mstep: Class 18 contains 25465 members 
Mstep: Class 19 contains 14386 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7747 members 
Mstep: Class 22 contains 173299 members 
Mstep: Class 23 contains 13266 members 
Mstep: Class 24 contains 31782 members 
Mstep: Class 25 contains 2557 members 
Mstep: Class 26 contains 261224 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9257 members 
Mstep: Class 29 contains 31288 members 
Mstep: Class 30 contains 224772 members 
Mstep: Class 31 contains 1046 members 
Mstep: Class 32 contains 90170 members 
Mstep: Class 33 contains 19832 members 
Mstep: Class 34 contains 15258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960160.000000 Penalty: 122392.429688
Iteration 106Q: 35 clusters Score -2.259602e+08 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 61741 members 
Mstep: Class 3 contains 10695 members 
Mstep: Class 4 contains 45142 members 
Mstep: Class 5 contains 24025 members 
Mstep: Class 6 contains 178712 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 29760 members 
Mstep: Class 9 contains 19150 members 
Mstep: Class 10 contains 104448 members 
Mstep: Class 11 contains 114029 members 
Mstep: Class 12 contains 243426 members 
Mstep: Class 13 contains 21710 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15063 members 
Mstep: Class 16 contains 24304 members 
Mstep: Class 17 contains 132105 members 
Mstep: Class 18 contains 25511 members 
Mstep: Class 19 contains 14389 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7762 members 
Mstep: Class 22 contains 173253 members 
Mstep: Class 23 contains 13297 members 
Mstep: Class 24 contains 31931 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 262208 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 9285 members 
Mstep: Class 29 contains 31704 members 
Mstep: Class 30 contains 224734 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 88635 members 
Mstep: Class 33 contains 19710 members 
Mstep: Class 34 contains 15298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959488.000000 Penalty: 122392.429688
Iteration 107Q: 35 clusters Score -2.259595e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 61724 members 
Mstep: Class 3 contains 10728 members 
Mstep: Class 4 contains 45107 members 
Mstep: Class 5 contains 24004 members 
Mstep: Class 6 contains 178776 members 
Mstep: Class 7 contains 35272 members 
Mstep: Class 8 contains 29766 members 
Mstep: Class 9 contains 19189 members 
Mstep: Class 10 contains 104439 members 
Mstep: Class 11 contains 113715 members 
Mstep: Class 12 contains 243447 members 
Mstep: Class 13 contains 21701 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15140 members 
Mstep: Class 16 contains 24296 members 
Mstep: Class 17 contains 132229 members 
Mstep: Class 18 contains 25548 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7776 members 
Mstep: Class 22 contains 173208 members 
Mstep: Class 23 contains 13319 members 
Mstep: Class 24 contains 32075 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 263224 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 9326 members 
Mstep: Class 29 contains 32121 members 
Mstep: Class 30 contains 224718 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 87089 members 
Mstep: Class 33 contains 19605 members 
Mstep: Class 34 contains 15340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958480.000000 Penalty: 122392.429688
Iteration 108Q: 35 clusters Score -2.259585e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 61705 members 
Mstep: Class 3 contains 10759 members 
Mstep: Class 4 contains 45079 members 
Mstep: Class 5 contains 23996 members 
Mstep: Class 6 contains 178841 members 
Mstep: Class 7 contains 35273 members 
Mstep: Class 8 contains 29774 members 
Mstep: Class 9 contains 19228 members 
Mstep: Class 10 contains 104406 members 
Mstep: Class 11 contains 113421 members 
Mstep: Class 12 contains 243455 members 
Mstep: Class 13 contains 21688 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15229 members 
Mstep: Class 16 contains 24289 members 
Mstep: Class 17 contains 132375 members 
Mstep: Class 18 contains 25578 members 
Mstep: Class 19 contains 14390 members 
Mstep: Class 20 contains 9187 members 
Mstep: Class 21 contains 7788 members 
Mstep: Class 22 contains 173173 members 
Mstep: Class 23 contains 13334 members 
Mstep: Class 24 contains 32220 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 264186 members 
Mstep: Class 27 contains 6518 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 32559 members 
Mstep: Class 30 contains 224686 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 85559 members 
Mstep: Class 33 contains 19514 members 
Mstep: Class 34 contains 15385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957648.000000 Penalty: 122392.429688
Iteration 109Q: 35 clusters Score -2.259576e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 61682 members 
Mstep: Class 3 contains 10803 members 
Mstep: Class 4 contains 45044 members 
Mstep: Class 5 contains 23990 members 
Mstep: Class 6 contains 178896 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 29782 members 
Mstep: Class 9 contains 19263 members 
Mstep: Class 10 contains 104359 members 
Mstep: Class 11 contains 113097 members 
Mstep: Class 12 contains 243495 members 
Mstep: Class 13 contains 21675 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15325 members 
Mstep: Class 16 contains 24278 members 
Mstep: Class 17 contains 132539 members 
Mstep: Class 18 contains 25613 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7811 members 
Mstep: Class 22 contains 173140 members 
Mstep: Class 23 contains 13348 members 
Mstep: Class 24 contains 32378 members 
Mstep: Class 25 contains 2670 members 
Mstep: Class 26 contains 265145 members 
Mstep: Class 27 contains 6515 members 
Mstep: Class 28 contains 9377 members 
Mstep: Class 29 contains 33033 members 
Mstep: Class 30 contains 224655 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 83997 members 
Mstep: Class 33 contains 19409 members 
Mstep: Class 34 contains 15421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957104.000000 Penalty: 122392.429688
Iteration 110Q: 35 clusters Score -2.259571e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 61667 members 
Mstep: Class 3 contains 10852 members 
Mstep: Class 4 contains 45013 members 
Mstep: Class 5 contains 23985 members 
Mstep: Class 6 contains 178986 members 
Mstep: Class 7 contains 35280 members 
Mstep: Class 8 contains 29795 members 
Mstep: Class 9 contains 19283 members 
Mstep: Class 10 contains 104316 members 
Mstep: Class 11 contains 112794 members 
Mstep: Class 12 contains 243520 members 
Mstep: Class 13 contains 21671 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15432 members 
Mstep: Class 16 contains 24269 members 
Mstep: Class 17 contains 132717 members 
Mstep: Class 18 contains 25639 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 7817 members 
Mstep: Class 22 contains 173066 members 
Mstep: Class 23 contains 13362 members 
Mstep: Class 24 contains 32488 members 
Mstep: Class 25 contains 2699 members 
Mstep: Class 26 contains 266045 members 
Mstep: Class 27 contains 6515 members 
Mstep: Class 28 contains 9404 members 
Mstep: Class 29 contains 33471 members 
Mstep: Class 30 contains 224602 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 82547 members 
Mstep: Class 33 contains 19324 members 
Mstep: Class 34 contains 15457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956528.000000 Penalty: 122392.429688
Iteration 111Q: 35 clusters Score -2.259565e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 61645 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 44985 members 
Mstep: Class 5 contains 23962 members 
Mstep: Class 6 contains 179060 members 
Mstep: Class 7 contains 35282 members 
Mstep: Class 8 contains 29804 members 
Mstep: Class 9 contains 19314 members 
Mstep: Class 10 contains 104289 members 
Mstep: Class 11 contains 112503 members 
Mstep: Class 12 contains 243553 members 
Mstep: Class 13 contains 21666 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15526 members 
Mstep: Class 16 contains 24260 members 
Mstep: Class 17 contains 132853 members 
Mstep: Class 18 contains 25653 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 7825 members 
Mstep: Class 22 contains 172981 members 
Mstep: Class 23 contains 13372 members 
Mstep: Class 24 contains 32619 members 
Mstep: Class 25 contains 2724 members 
Mstep: Class 26 contains 266917 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9445 members 
Mstep: Class 29 contains 33878 members 
Mstep: Class 30 contains 224554 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 81196 members 
Mstep: Class 33 contains 19255 members 
Mstep: Class 34 contains 15481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955376.000000 Penalty: 122392.429688
Iteration 112Q: 35 clusters Score -2.259554e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 61624 members 
Mstep: Class 3 contains 10918 members 
Mstep: Class 4 contains 44972 members 
Mstep: Class 5 contains 23946 members 
Mstep: Class 6 contains 179127 members 
Mstep: Class 7 contains 35292 members 
Mstep: Class 8 contains 29807 members 
Mstep: Class 9 contains 19330 members 
Mstep: Class 10 contains 104244 members 
Mstep: Class 11 contains 112243 members 
Mstep: Class 12 contains 243592 members 
Mstep: Class 13 contains 21659 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15616 members 
Mstep: Class 16 contains 24253 members 
Mstep: Class 17 contains 133002 members 
Mstep: Class 18 contains 25662 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9187 members 
Mstep: Class 21 contains 7829 members 
Mstep: Class 22 contains 172924 members 
Mstep: Class 23 contains 13390 members 
Mstep: Class 24 contains 32748 members 
Mstep: Class 25 contains 2753 members 
Mstep: Class 26 contains 267743 members 
Mstep: Class 27 contains 6519 members 
Mstep: Class 28 contains 9478 members 
Mstep: Class 29 contains 34296 members 
Mstep: Class 30 contains 224511 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 79876 members 
Mstep: Class 33 contains 19154 members 
Mstep: Class 34 contains 15496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954576.000000 Penalty: 122392.429688
Iteration 113Q: 35 clusters Score -2.259546e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 61612 members 
Mstep: Class 3 contains 10945 members 
Mstep: Class 4 contains 44940 members 
Mstep: Class 5 contains 23942 members 
Mstep: Class 6 contains 179182 members 
Mstep: Class 7 contains 35296 members 
Mstep: Class 8 contains 29810 members 
Mstep: Class 9 contains 19347 members 
Mstep: Class 10 contains 104199 members 
Mstep: Class 11 contains 111971 members 
Mstep: Class 12 contains 243626 members 
Mstep: Class 13 contains 21654 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15692 members 
Mstep: Class 16 contains 24239 members 
Mstep: Class 17 contains 133166 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 7836 members 
Mstep: Class 22 contains 172871 members 
Mstep: Class 23 contains 13415 members 
Mstep: Class 24 contains 32879 members 
Mstep: Class 25 contains 2778 members 
Mstep: Class 26 contains 268523 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 9502 members 
Mstep: Class 29 contains 34726 members 
Mstep: Class 30 contains 224465 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 78629 members 
Mstep: Class 33 contains 19071 members 
Mstep: Class 34 contains 15503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953696.000000 Penalty: 122392.429688
Iteration 114Q: 35 clusters Score -2.259537e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 61590 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 44915 members 
Mstep: Class 5 contains 23934 members 
Mstep: Class 6 contains 179213 members 
Mstep: Class 7 contains 35298 members 
Mstep: Class 8 contains 29823 members 
Mstep: Class 9 contains 19385 members 
Mstep: Class 10 contains 104149 members 
Mstep: Class 11 contains 111701 members 
Mstep: Class 12 contains 243667 members 
Mstep: Class 13 contains 21646 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15777 members 
Mstep: Class 16 contains 24234 members 
Mstep: Class 17 contains 133327 members 
Mstep: Class 18 contains 25667 members 
Mstep: Class 19 contains 14398 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 7845 members 
Mstep: Class 22 contains 172820 members 
Mstep: Class 23 contains 13429 members 
Mstep: Class 24 contains 33005 members 
Mstep: Class 25 contains 2806 members 
Mstep: Class 26 contains 269300 members 
Mstep: Class 27 contains 6517 members 
Mstep: Class 28 contains 9528 members 
Mstep: Class 29 contains 35113 members 
Mstep: Class 30 contains 224421 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 77409 members 
Mstep: Class 33 contains 18989 members 
Mstep: Class 34 contains 15511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953152.000000 Penalty: 122392.429688
Iteration 115Q: 35 clusters Score -2.259532e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 61578 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 44888 members 
Mstep: Class 5 contains 23927 members 
Mstep: Class 6 contains 179227 members 
Mstep: Class 7 contains 35295 members 
Mstep: Class 8 contains 29833 members 
Mstep: Class 9 contains 19407 members 
Mstep: Class 10 contains 104105 members 
Mstep: Class 11 contains 111477 members 
Mstep: Class 12 contains 243685 members 
Mstep: Class 13 contains 21634 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 24224 members 
Mstep: Class 17 contains 133464 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 172792 members 
Mstep: Class 23 contains 13446 members 
Mstep: Class 24 contains 33132 members 
Mstep: Class 25 contains 2837 members 
Mstep: Class 26 contains 269962 members 
Mstep: Class 27 contains 6520 members 
Mstep: Class 28 contains 9551 members 
Mstep: Class 29 contains 35511 members 
Mstep: Class 30 contains 224390 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 76282 members 
Mstep: Class 33 contains 18909 members 
Mstep: Class 34 contains 15521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952416.000000 Penalty: 122392.429688
Iteration 116Q: 35 clusters Score -2.259524e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 61565 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 44867 members 
Mstep: Class 5 contains 23924 members 
Mstep: Class 6 contains 179249 members 
Mstep: Class 7 contains 35291 members 
Mstep: Class 8 contains 29852 members 
Mstep: Class 9 contains 19441 members 
Mstep: Class 10 contains 104080 members 
Mstep: Class 11 contains 111270 members 
Mstep: Class 12 contains 243715 members 
Mstep: Class 13 contains 21630 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 15971 members 
Mstep: Class 16 contains 24216 members 
Mstep: Class 17 contains 133596 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 9186 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 172745 members 
Mstep: Class 23 contains 13459 members 
Mstep: Class 24 contains 33236 members 
Mstep: Class 25 contains 2864 members 
Mstep: Class 26 contains 270539 members 
Mstep: Class 27 contains 6518 members 
Mstep: Class 28 contains 9568 members 
Mstep: Class 29 contains 35910 members 
Mstep: Class 30 contains 224348 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 75233 members 
Mstep: Class 33 contains 18819 members 
Mstep: Class 34 contains 15529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951952.000000 Penalty: 122392.429688
Iteration 117Q: 35 clusters Score -2.25952e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 61552 members 
Mstep: Class 3 contains 11074 members 
Mstep: Class 4 contains 44833 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179258 members 
Mstep: Class 7 contains 35281 members 
Mstep: Class 8 contains 29855 members 
Mstep: Class 9 contains 19477 members 
Mstep: Class 10 contains 104041 members 
Mstep: Class 11 contains 111024 members 
Mstep: Class 12 contains 243759 members 
Mstep: Class 13 contains 21628 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 16084 members 
Mstep: Class 16 contains 24207 members 
Mstep: Class 17 contains 133748 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 9187 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 172720 members 
Mstep: Class 23 contains 13468 members 
Mstep: Class 24 contains 33345 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 271111 members 
Mstep: Class 27 contains 6513 members 
Mstep: Class 28 contains 9591 members 
Mstep: Class 29 contains 36243 members 
Mstep: Class 30 contains 224311 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 74228 members 
Mstep: Class 33 contains 18746 members 
Mstep: Class 34 contains 15546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951552.000000 Penalty: 122392.429688
Iteration 118Q: 35 clusters Score -2.259516e+08 nChanged 2392
Entering ConstructFrom: 
Score: -225951552.000000 Penalty: 122392.429688
Entering ConstructFrom: 
Trying to split cluster 1 (14680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Entering Unmasked Estep 
Score: -1665646.125000 Penalty: 2379.371826
	Iteration 0F: 2 clusters Score -1665646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1654965.750000 Penalty: 4758.743652
	Iteration 0F: 3 clusters Score -1654966 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1658328.125000 Penalty: 4758.743652
	Iteration 1F: 3 clusters Score -1658328 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1658823.750000 Penalty: 4758.743652
	Iteration 2F: 3 clusters Score -1658824 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1659282.375000 Penalty: 4758.743652
	Iteration 3F: 3 clusters Score -1659282 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1659713.625000 Penalty: 4758.743652
	Iteration 4F: 3 clusters Score -1659714 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1660102.625000 Penalty: 4758.743652
	Iteration 5Q: 3 clusters Score -1660103 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1660436.875000 Penalty: 4758.743652
	Iteration 6Q: 3 clusters Score -1660437 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1660696.500000 Penalty: 4758.743652
	Iteration 7Q: 3 clusters Score -1660696 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1660971.000000 Penalty: 4758.743652
	Iteration 8Q: 3 clusters Score -1660971 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1661248.750000 Penalty: 4758.743652
	Iteration 9Q: 3 clusters Score -1661249 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1661540.000000 Penalty: 4758.743652
	Iteration 10Q: 3 clusters Score -1661540 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1661890.750000 Penalty: 4758.743652
	Iteration 11Q: 3 clusters Score -1661891 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1662213.875000 Penalty: 4758.743652
	Iteration 12Q: 3 clusters Score -1662214 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1662505.125000 Penalty: 4758.743652
	Iteration 13Q: 3 clusters Score -1662505 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1662733.125000 Penalty: 4758.743652
	Iteration 14Q: 3 clusters Score -1662733 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1662953.250000 Penalty: 4758.743652
	Iteration 15Q: 3 clusters Score -1662953 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1663165.875000 Penalty: 4758.743652
	Iteration 16Q: 3 clusters Score -1663166 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1663347.500000 Penalty: 4758.743652
	Iteration 17Q: 3 clusters Score -1663348 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1663471.250000 Penalty: 4758.743652
	Iteration 18Q: 3 clusters Score -1663471 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1663558.375000 Penalty: 4758.743652
	Iteration 19Q: 3 clusters Score -1663558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1663630.125000 Penalty: 4758.743652
	Iteration 20F: 3 clusters Score -1663630 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1663671.500000 Penalty: 4758.743652
	Iteration 21Q: 3 clusters Score -1663672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1663710.000000 Penalty: 4758.743652
	Iteration 22Q: 3 clusters Score -1663710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1663746.000000 Penalty: 4758.743652
	Iteration 23Q: 3 clusters Score -1663746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1663775.375000 Penalty: 4758.743652
	Iteration 24Q: 3 clusters Score -1663775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1663804.625000 Penalty: 4758.743652
	Iteration 25Q: 3 clusters Score -1663805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1663828.625000 Penalty: 4758.743652
	Iteration 26Q: 3 clusters Score -1663829 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1663839.375000 Penalty: 4758.743652
	Iteration 27Q: 3 clusters Score -1663839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1663845.250000 Penalty: 4758.743652
	Iteration 28Q: 3 clusters Score -1663845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1663853.625000 Penalty: 4758.743652
	Iteration 29Q: 3 clusters Score -1663854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1663862.875000 Penalty: 4758.743652
	Iteration 30Q: 3 clusters Score -1663863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1663874.375000 Penalty: 4758.743652
	Iteration 31Q: 3 clusters Score -1663874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1663877.125000 Penalty: 4758.743652
	Iteration 32Q: 3 clusters Score -1663877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1663876.375000 Penalty: 4758.743652
	Iteration 33Q: 3 clusters Score -1663876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1663881.250000 Penalty: 4758.743652
	Iteration 34Q: 3 clusters Score -1663881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1663880.125000 Penalty: 4758.743652
	Iteration 35Q: 3 clusters Score -1663880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1663884.750000 Penalty: 4758.743652
	Iteration 36Q: 3 clusters Score -1663885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1663883.625000 Penalty: 4758.743652
	Iteration 37Q: 3 clusters Score -1663884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1663883.375000 Penalty: 4758.743652
	Iteration 38Q: 3 clusters Score -1663883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1663884.625000 Penalty: 4758.743652
	Iteration 39Q: 3 clusters Score -1663885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1663886.125000 Penalty: 4758.743652
	Iteration 40F: 3 clusters Score -1663886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (61537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Entering Unmasked Estep 
Score: -7132475.500000 Penalty: 2734.793701
	Iteration 0F: 2 clusters Score -7132476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -7091214.000000 Penalty: 5469.587402
	Iteration 0F: 3 clusters Score -7091214 nChanged 28634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -7107274.500000 Penalty: 5469.587402
	Iteration 1F: 3 clusters Score -7107274 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -7107968.500000 Penalty: 5469.587402
	Iteration 2Q: 3 clusters Score -7107968 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -7108625.000000 Penalty: 5469.587402
	Iteration 3Q: 3 clusters Score -7108625 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -7109402.500000 Penalty: 5469.587402
	Iteration 4Q: 3 clusters Score -7109402 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -7110282.000000 Penalty: 5469.587402
	Iteration 5Q: 3 clusters Score -7110282 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -7111470.500000 Penalty: 5469.587402
	Iteration 6Q: 3 clusters Score -7111470 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -7113152.500000 Penalty: 5469.587402
	Iteration 7F: 3 clusters Score -7113152 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -7115279.000000 Penalty: 5469.587402
	Iteration 8F: 3 clusters Score -7115279 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7117401.500000 Penalty: 5469.587402
	Iteration 9F: 3 clusters Score -7117402 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -7119489.500000 Penalty: 5469.587402
	Iteration 10F: 3 clusters Score -7119490 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -7121315.500000 Penalty: 5469.587402
	Iteration 11F: 3 clusters Score -7121316 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -7122920.000000 Penalty: 5469.587402
	Iteration 12Q: 3 clusters Score -7122920 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -7124273.500000 Penalty: 5469.587402
	Iteration 13Q: 3 clusters Score -7124274 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -7125466.500000 Penalty: 5469.587402
	Iteration 14Q: 3 clusters Score -7125466 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -7126637.000000 Penalty: 5469.587402
	Iteration 15Q: 3 clusters Score -7126637 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -7127603.500000 Penalty: 5469.587402
	Iteration 16Q: 3 clusters Score -7127604 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -7128465.000000 Penalty: 5469.587402
	Iteration 17Q: 3 clusters Score -7128465 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -7129126.500000 Penalty: 5469.587402
	Iteration 18Q: 3 clusters Score -7129126 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -7129651.500000 Penalty: 5469.587402
	Iteration 19Q: 3 clusters Score -7129652 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 59046 members 
Entering Unmasked Estep 
Score: -7129988.500000 Penalty: 5469.587402
	Iteration 20F: 3 clusters Score -7129988 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -7130206.500000 Penalty: 5469.587402
	Iteration 21Q: 3 clusters Score -7130206 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 59701 members 
Entering Unmasked Estep 
Score: -7130347.000000 Penalty: 5469.587402
	Iteration 22Q: 3 clusters Score -7130347 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -7130464.500000 Penalty: 5469.587402
	Iteration 23Q: 3 clusters Score -7130464 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -7130514.000000 Penalty: 5469.587402
	Iteration 24Q: 3 clusters Score -7130514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -7130574.000000 Penalty: 5469.587402
	Iteration 25Q: 3 clusters Score -7130574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -7130623.500000 Penalty: 5469.587402
	Iteration 26Q: 3 clusters Score -7130624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 60226 members 
Entering Unmasked Estep 
Score: -7130625.000000 Penalty: 5469.587402
	Iteration 27Q: 3 clusters Score -7130625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -7130634.500000 Penalty: 5469.587402
	Iteration 28Q: 3 clusters Score -7130634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -7130652.500000 Penalty: 5469.587402
	Iteration 29Q: 3 clusters Score -7130652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -7130679.500000 Penalty: 5469.587402
	Iteration 30Q: 3 clusters Score -7130680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 60307 members 
Entering Unmasked Estep 
Score: -7130677.500000 Penalty: 5469.587402
	Iteration 31Q: 3 clusters Score -7130678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -7130683.000000 Penalty: 5469.587402
	Iteration 32Q: 3 clusters Score -7130683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 60326 members 
Entering Unmasked Estep 
Score: -7130702.500000 Penalty: 5469.587402
	Iteration 33Q: 3 clusters Score -7130702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -7130693.500000 Penalty: 5469.587402
	Iteration 34Q: 3 clusters Score -7130694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -7130700.500000 Penalty: 5469.587402
	Iteration 35Q: 3 clusters Score -7130700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -7130698.500000 Penalty: 5469.587402
	Iteration 36Q: 3 clusters Score -7130698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7130692.500000 Penalty: 5469.587402
	Iteration 37Q: 3 clusters Score -7130692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 60348 members 
Entering Unmasked Estep 
Score: -7130693.500000 Penalty: 5469.587402
	Iteration 38Q: 3 clusters Score -7130694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -7130694.500000 Penalty: 5469.587402
	Iteration 39Q: 3 clusters Score -7130694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -7130704.000000 Penalty: 5469.587402
	Iteration 40F: 3 clusters Score -7130704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -7130703.500000 Penalty: 5469.587402
	Iteration 41Q: 3 clusters Score -7130704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -7130705.500000 Penalty: 5469.587402
	Iteration 42Q: 3 clusters Score -7130706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -7130709.000000 Penalty: 5469.587402
	Iteration 43Q: 3 clusters Score -7130709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -7130703.000000 Penalty: 5469.587402
	Iteration 44Q: 3 clusters Score -7130703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -7130703.000000 Penalty: 5469.587402
	Iteration 45F: 3 clusters Score -7130703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Entering Unmasked Estep 
Score: -1177493.750000 Penalty: 2310.447510
	Iteration 0F: 2 clusters Score -1177494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1169174.750000 Penalty: 4620.895020
	Iteration 0F: 3 clusters Score -1169175 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1172167.625000 Penalty: 4620.895020
	Iteration 1F: 3 clusters Score -1172168 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1172834.125000 Penalty: 4620.895020
	Iteration 2F: 3 clusters Score -1172834 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1173527.250000 Penalty: 4620.895020
	Iteration 3F: 3 clusters Score -1173527 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1174255.500000 Penalty: 4620.895020
	Iteration 4F: 3 clusters Score -1174256 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1175034.625000 Penalty: 4620.895020
	Iteration 5F: 3 clusters Score -1175035 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1175857.875000 Penalty: 4620.895020
	Iteration 6F: 3 clusters Score -1175858 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1176419.250000 Penalty: 4620.895020
	Iteration 7F: 3 clusters Score -1176419 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1176778.125000 Penalty: 4620.895020
	Iteration 8Q: 3 clusters Score -1176778 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1177087.000000 Penalty: 4620.895020
	Iteration 9Q: 3 clusters Score -1177087 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1177304.750000 Penalty: 4620.895020
	Iteration 10Q: 3 clusters Score -1177305 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1177441.125000 Penalty: 4620.895020
	Iteration 11Q: 3 clusters Score -1177441 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1177526.875000 Penalty: 4620.895020
	Iteration 12Q: 3 clusters Score -1177527 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1177575.250000 Penalty: 4620.895020
	Iteration 13Q: 3 clusters Score -1177575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1177615.875000 Penalty: 4620.895020
	Iteration 14Q: 3 clusters Score -1177616 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1177645.125000 Penalty: 4620.895020
	Iteration 15Q: 3 clusters Score -1177645 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1177664.500000 Penalty: 4620.895020
	Iteration 16Q: 3 clusters Score -1177664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1177681.500000 Penalty: 4620.895020
	Iteration 17Q: 3 clusters Score -1177682 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1177688.750000 Penalty: 4620.895020
	Iteration 18Q: 3 clusters Score -1177689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1177695.750000 Penalty: 4620.895020
	Iteration 19Q: 3 clusters Score -1177696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1177709.875000 Penalty: 4620.895020
	Iteration 20F: 3 clusters Score -1177710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1177717.125000 Penalty: 4620.895020
	Iteration 21Q: 3 clusters Score -1177717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1177726.875000 Penalty: 4620.895020
	Iteration 22Q: 3 clusters Score -1177727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1177734.125000 Penalty: 4620.895020
	Iteration 23Q: 3 clusters Score -1177734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1177736.750000 Penalty: 4620.895020
	Iteration 24Q: 3 clusters Score -1177737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1177735.625000 Penalty: 4620.895020
	Iteration 25Q: 3 clusters Score -1177736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1177735.625000 Penalty: 4620.895020
	Iteration 26Q: 3 clusters Score -1177736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1177742.125000 Penalty: 4620.895020
	Iteration 27Q: 3 clusters Score -1177742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1177743.000000 Penalty: 4620.895020
	Iteration 28Q: 3 clusters Score -1177743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1177745.250000 Penalty: 4620.895020
	Iteration 29Q: 3 clusters Score -1177745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1177745.125000 Penalty: 4620.895020
	Iteration 30Q: 3 clusters Score -1177745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1177746.250000 Penalty: 4620.895020
	Iteration 31Q: 3 clusters Score -1177746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1177746.250000 Penalty: 4620.895020
	Iteration 32F: 3 clusters Score -1177746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 8882 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179248 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 104021 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 12 contains 243814 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 133867 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 172685 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 33454 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 271695 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 36583 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 73242 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 2236 members 
Entering Unmasked Estep 
Score: -225949440.000000 Penalty: 125992.203125
Splitting cluster 3 changes total score from -225951552.000000 to -225949440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Entering Unmasked Estep 
Score: -5181552.500000 Penalty: 2656.065430
	Iteration 0F: 2 clusters Score -5181552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5151306.500000 Penalty: 5312.130859
	Iteration 0F: 3 clusters Score -5151306 nChanged 20582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -5162473.500000 Penalty: 5312.130859
	Iteration 1F: 3 clusters Score -5162474 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -5163057.000000 Penalty: 5312.130859
	Iteration 2Q: 3 clusters Score -5163057 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5163740.500000 Penalty: 5312.130859
	Iteration 3Q: 3 clusters Score -5163740 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -5164553.000000 Penalty: 5312.130859
	Iteration 4Q: 3 clusters Score -5164553 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -5165705.000000 Penalty: 5312.130859
	Iteration 5F: 3 clusters Score -5165705 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5167291.500000 Penalty: 5312.130859
	Iteration 6F: 3 clusters Score -5167292 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -5169504.500000 Penalty: 5312.130859
	Iteration 7F: 3 clusters Score -5169504 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -5172152.500000 Penalty: 5312.130859
	Iteration 8F: 3 clusters Score -5172152 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -5174903.000000 Penalty: 5312.130859
	Iteration 9F: 3 clusters Score -5174903 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -5177010.500000 Penalty: 5312.130859
	Iteration 10F: 3 clusters Score -5177010 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5178170.500000 Penalty: 5312.130859
	Iteration 11Q: 3 clusters Score -5178170 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5178761.000000 Penalty: 5312.130859
	Iteration 12Q: 3 clusters Score -5178761 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5179050.500000 Penalty: 5312.130859
	Iteration 13Q: 3 clusters Score -5179050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -5179196.500000 Penalty: 5312.130859
	Iteration 14Q: 3 clusters Score -5179196 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5179306.000000 Penalty: 5312.130859
	Iteration 15Q: 3 clusters Score -5179306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5179358.000000 Penalty: 5312.130859
	Iteration 16Q: 3 clusters Score -5179358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5179394.000000 Penalty: 5312.130859
	Iteration 17Q: 3 clusters Score -5179394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5179415.500000 Penalty: 5312.130859
	Iteration 18Q: 3 clusters Score -5179416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5179421.000000 Penalty: 5312.130859
	Iteration 19Q: 3 clusters Score -5179421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5179441.500000 Penalty: 5312.130859
	Iteration 20F: 3 clusters Score -5179442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5179456.000000 Penalty: 5312.130859
	Iteration 21Q: 3 clusters Score -5179456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5179481.500000 Penalty: 5312.130859
	Iteration 22Q: 3 clusters Score -5179482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5179485.000000 Penalty: 5312.130859
	Iteration 23Q: 3 clusters Score -5179485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5179483.500000 Penalty: 5312.130859
	Iteration 24Q: 3 clusters Score -5179484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5179491.000000 Penalty: 5312.130859
	Iteration 25Q: 3 clusters Score -5179491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5179495.500000 Penalty: 5312.130859
	Iteration 26Q: 3 clusters Score -5179496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5179499.000000 Penalty: 5312.130859
	Iteration 27Q: 3 clusters Score -5179499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5179493.500000 Penalty: 5312.130859
	Iteration 28Q: 3 clusters Score -5179494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5179493.000000 Penalty: 5312.130859
	Iteration 29Q: 3 clusters Score -5179493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5179495.500000 Penalty: 5312.130859
	Iteration 30Q: 3 clusters Score -5179496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5179497.000000 Penalty: 5312.130859
	Iteration 31Q: 3 clusters Score -5179497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5179502.500000 Penalty: 5312.130859
	Iteration 32Q: 3 clusters Score -5179502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5179501.500000 Penalty: 5312.130859
	Iteration 33Q: 3 clusters Score -5179502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5179501.500000 Penalty: 5312.130859
	Iteration 34F: 3 clusters Score -5179502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Entering Unmasked Estep 
Score: -2706502.250000 Penalty: 2500.462891
	Iteration 0F: 2 clusters Score -2706502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2689771.750000 Penalty: 5000.925781
	Iteration 0F: 3 clusters Score -2689772 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2695690.000000 Penalty: 5000.925781
	Iteration 1F: 3 clusters Score -2695690 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2696214.750000 Penalty: 5000.925781
	Iteration 2F: 3 clusters Score -2696215 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2696657.750000 Penalty: 5000.925781
	Iteration 3Q: 3 clusters Score -2696658 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2697019.500000 Penalty: 5000.925781
	Iteration 4Q: 3 clusters Score -2697020 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2697349.250000 Penalty: 5000.925781
	Iteration 5Q: 3 clusters Score -2697349 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2697740.750000 Penalty: 5000.925781
	Iteration 6Q: 3 clusters Score -2697741 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2698202.750000 Penalty: 5000.925781
	Iteration 7Q: 3 clusters Score -2698203 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2698770.000000 Penalty: 5000.925781
	Iteration 8Q: 3 clusters Score -2698770 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2699592.750000 Penalty: 5000.925781
	Iteration 9F: 3 clusters Score -2699593 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2700569.000000 Penalty: 5000.925781
	Iteration 10F: 3 clusters Score -2700569 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2701630.000000 Penalty: 5000.925781
	Iteration 11F: 3 clusters Score -2701630 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2702566.500000 Penalty: 5000.925781
	Iteration 12Q: 3 clusters Score -2702566 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2703235.500000 Penalty: 5000.925781
	Iteration 13Q: 3 clusters Score -2703236 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2703674.750000 Penalty: 5000.925781
	Iteration 14Q: 3 clusters Score -2703675 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2703985.000000 Penalty: 5000.925781
	Iteration 15Q: 3 clusters Score -2703985 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2704190.000000 Penalty: 5000.925781
	Iteration 16Q: 3 clusters Score -2704190 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2704300.500000 Penalty: 5000.925781
	Iteration 17Q: 3 clusters Score -2704300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2704364.750000 Penalty: 5000.925781
	Iteration 18Q: 3 clusters Score -2704365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2704431.500000 Penalty: 5000.925781
	Iteration 19Q: 3 clusters Score -2704432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2704468.500000 Penalty: 5000.925781
	Iteration 20F: 3 clusters Score -2704468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2704492.000000 Penalty: 5000.925781
	Iteration 21Q: 3 clusters Score -2704492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2704507.250000 Penalty: 5000.925781
	Iteration 22Q: 3 clusters Score -2704507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2704517.250000 Penalty: 5000.925781
	Iteration 23Q: 3 clusters Score -2704517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2704540.750000 Penalty: 5000.925781
	Iteration 24Q: 3 clusters Score -2704541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2704563.000000 Penalty: 5000.925781
	Iteration 25Q: 3 clusters Score -2704563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2704574.750000 Penalty: 5000.925781
	Iteration 26Q: 3 clusters Score -2704575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2704584.750000 Penalty: 5000.925781
	Iteration 27Q: 3 clusters Score -2704585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2704587.750000 Penalty: 5000.925781
	Iteration 28Q: 3 clusters Score -2704588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2704595.000000 Penalty: 5000.925781
	Iteration 29Q: 3 clusters Score -2704595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2704595.500000 Penalty: 5000.925781
	Iteration 30Q: 3 clusters Score -2704596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2704598.000000 Penalty: 5000.925781
	Iteration 31Q: 3 clusters Score -2704598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2704602.750000 Penalty: 5000.925781
	Iteration 32Q: 3 clusters Score -2704603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2704602.250000 Penalty: 5000.925781
	Iteration 33Q: 3 clusters Score -2704602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2704600.500000 Penalty: 5000.925781
	Iteration 34Q: 3 clusters Score -2704600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2704604.000000 Penalty: 5000.925781
	Iteration 35Q: 3 clusters Score -2704604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2704607.250000 Penalty: 5000.925781
	Iteration 36Q: 3 clusters Score -2704607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2704611.750000 Penalty: 5000.925781
	Iteration 37Q: 3 clusters Score -2704612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2704615.000000 Penalty: 5000.925781
	Iteration 38Q: 3 clusters Score -2704615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2704613.250000 Penalty: 5000.925781
	Iteration 39Q: 3 clusters Score -2704613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2704611.000000 Penalty: 5000.925781
	Iteration 40F: 3 clusters Score -2704611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2704611.250000 Penalty: 5000.925781
	Iteration 41Q: 3 clusters Score -2704611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2704611.250000 Penalty: 5000.925781
	Iteration 42Q: 3 clusters Score -2704611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2704608.000000 Penalty: 5000.925781
	Iteration 43Q: 3 clusters Score -2704608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2704614.250000 Penalty: 5000.925781
	Iteration 44Q: 3 clusters Score -2704614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2704613.750000 Penalty: 5000.925781
	Iteration 45Q: 3 clusters Score -2704614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2704617.500000 Penalty: 5000.925781
	Iteration 46Q: 3 clusters Score -2704618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2704618.750000 Penalty: 5000.925781
	Iteration 47Q: 3 clusters Score -2704619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2704618.750000 Penalty: 5000.925781
	Iteration 48F: 3 clusters Score -2704619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179248 members 
Entering Unmasked Estep 
Score: -21180936.000000 Penalty: 2999.938232
	Iteration 0F: 2 clusters Score -2.118094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -21065340.000000 Penalty: 5999.876465
	Iteration 0F: 3 clusters Score -2.106534e+07 nChanged 86135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -21115626.000000 Penalty: 5999.876465
	Iteration 1F: 3 clusters Score -2.111563e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90539 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -21116424.000000 Penalty: 5999.876465
	Iteration 2Q: 3 clusters Score -2.111642e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -21117248.000000 Penalty: 5999.876465
	Iteration 3Q: 3 clusters Score -2.111725e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -21118318.000000 Penalty: 5999.876465
	Iteration 4Q: 3 clusters Score -2.111832e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 85977 members 
Entering Unmasked Estep 
Score: -21119472.000000 Penalty: 5999.876465
	Iteration 5Q: 3 clusters Score -2.111947e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -21121094.000000 Penalty: 5999.876465
	Iteration 6Q: 3 clusters Score -2.112109e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -21123686.000000 Penalty: 5999.876465
	Iteration 7Q: 3 clusters Score -2.112369e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 75970 members 
Entering Unmasked Estep 
Score: -21127092.000000 Penalty: 5999.876465
	Iteration 8Q: 3 clusters Score -2.112709e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109136 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -21131734.000000 Penalty: 5999.876465
	Iteration 9Q: 3 clusters Score -2.113173e+07 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -21137352.000000 Penalty: 5999.876465
	Iteration 10Q: 3 clusters Score -2.113735e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123861 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -21143684.000000 Penalty: 5999.876465
	Iteration 11F: 3 clusters Score -2.114368e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131581 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -21150646.000000 Penalty: 5999.876465
	Iteration 12F: 3 clusters Score -2.115065e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138566 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -21157262.000000 Penalty: 5999.876465
	Iteration 13Q: 3 clusters Score -2.115726e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144233 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -21162742.000000 Penalty: 5999.876465
	Iteration 14Q: 3 clusters Score -2.116274e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148556 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -21166856.000000 Penalty: 5999.876465
	Iteration 15Q: 3 clusters Score -2.116686e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -21169568.000000 Penalty: 5999.876465
	Iteration 16Q: 3 clusters Score -2.116957e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -21171490.000000 Penalty: 5999.876465
	Iteration 17Q: 3 clusters Score -2.117149e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -21172734.000000 Penalty: 5999.876465
	Iteration 18Q: 3 clusters Score -2.117273e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159751 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -21173630.000000 Penalty: 5999.876465
	Iteration 19Q: 3 clusters Score -2.117363e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161897 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -21174518.000000 Penalty: 5999.876465
	Iteration 20F: 3 clusters Score -2.117452e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -21175184.000000 Penalty: 5999.876465
	Iteration 21Q: 3 clusters Score -2.117518e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -21175702.000000 Penalty: 5999.876465
	Iteration 22Q: 3 clusters Score -2.11757e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167448 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -21176308.000000 Penalty: 5999.876465
	Iteration 23Q: 3 clusters Score -2.117631e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -21176746.000000 Penalty: 5999.876465
	Iteration 24Q: 3 clusters Score -2.117675e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170260 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -21177112.000000 Penalty: 5999.876465
	Iteration 25Q: 3 clusters Score -2.117711e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171465 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -21177376.000000 Penalty: 5999.876465
	Iteration 26Q: 3 clusters Score -2.117738e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172446 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -21177754.000000 Penalty: 5999.876465
	Iteration 27Q: 3 clusters Score -2.117775e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173319 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -21178024.000000 Penalty: 5999.876465
	Iteration 28Q: 3 clusters Score -2.117802e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174051 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -21178294.000000 Penalty: 5999.876465
	Iteration 29Q: 3 clusters Score -2.117829e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174607 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -21178462.000000 Penalty: 5999.876465
	Iteration 30Q: 3 clusters Score -2.117846e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -21178660.000000 Penalty: 5999.876465
	Iteration 31Q: 3 clusters Score -2.117866e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175447 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -21178790.000000 Penalty: 5999.876465
	Iteration 32Q: 3 clusters Score -2.117879e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175728 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21178960.000000 Penalty: 5999.876465
	Iteration 33Q: 3 clusters Score -2.117896e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175954 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -21179056.000000 Penalty: 5999.876465
	Iteration 34Q: 3 clusters Score -2.117906e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176113 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -21179122.000000 Penalty: 5999.876465
	Iteration 35Q: 3 clusters Score -2.117912e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -21179186.000000 Penalty: 5999.876465
	Iteration 36Q: 3 clusters Score -2.117919e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176325 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -21179236.000000 Penalty: 5999.876465
	Iteration 37Q: 3 clusters Score -2.117924e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176387 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -21179260.000000 Penalty: 5999.876465
	Iteration 38Q: 3 clusters Score -2.117926e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176450 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -21179274.000000 Penalty: 5999.876465
	Iteration 39Q: 3 clusters Score -2.117927e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176500 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21179284.000000 Penalty: 5999.876465
	Iteration 40F: 3 clusters Score -2.117928e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176536 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21179320.000000 Penalty: 5999.876465
	Iteration 41Q: 3 clusters Score -2.117932e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176563 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21179356.000000 Penalty: 5999.876465
	Iteration 42Q: 3 clusters Score -2.117936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176595 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21179370.000000 Penalty: 5999.876465
	Iteration 43Q: 3 clusters Score -2.117937e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -21179386.000000 Penalty: 5999.876465
	Iteration 44Q: 3 clusters Score -2.117939e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21179436.000000 Penalty: 5999.876465
	Iteration 45Q: 3 clusters Score -2.117944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176653 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -21179452.000000 Penalty: 5999.876465
	Iteration 46Q: 3 clusters Score -2.117945e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176672 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -21179464.000000 Penalty: 5999.876465
	Iteration 47Q: 3 clusters Score -2.117946e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176692 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -21179486.000000 Penalty: 5999.876465
	Iteration 48Q: 3 clusters Score -2.117949e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176703 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21179456.000000 Penalty: 5999.876465
	Iteration 49Q: 3 clusters Score -2.117946e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176703 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -21179476.000000 Penalty: 5999.876465
	Iteration 50Q: 3 clusters Score -2.117948e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21179476.000000 Penalty: 5999.876465
	Iteration 51Q: 3 clusters Score -2.117948e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176721 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -21179518.000000 Penalty: 5999.876465
	Iteration 52Q: 3 clusters Score -2.117952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176727 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21179524.000000 Penalty: 5999.876465
	Iteration 53Q: 3 clusters Score -2.117952e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176730 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -21179544.000000 Penalty: 5999.876465
	Iteration 54Q: 3 clusters Score -2.117954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176728 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -21179562.000000 Penalty: 5999.876465
	Iteration 55Q: 3 clusters Score -2.117956e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176728 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -21179576.000000 Penalty: 5999.876465
	Iteration 56Q: 3 clusters Score -2.117958e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176717 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -21179566.000000 Penalty: 5999.876465
	Iteration 57Q: 3 clusters Score -2.117957e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176708 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21179600.000000 Penalty: 5999.876465
	Iteration 58Q: 3 clusters Score -2.11796e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21179606.000000 Penalty: 5999.876465
	Iteration 59Q: 3 clusters Score -2.117961e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21179610.000000 Penalty: 5999.876465
	Iteration 60F: 3 clusters Score -2.117961e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21179614.000000 Penalty: 5999.876465
	Iteration 61Q: 3 clusters Score -2.117961e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21179612.000000 Penalty: 5999.876465
	Iteration 62Q: 3 clusters Score -2.117961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21179646.000000 Penalty: 5999.876465
	Iteration 63Q: 3 clusters Score -2.117965e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -21179682.000000 Penalty: 5999.876465
	Iteration 64Q: 3 clusters Score -2.117968e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176725 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21179696.000000 Penalty: 5999.876465
	Iteration 65Q: 3 clusters Score -2.11797e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176713 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21179700.000000 Penalty: 5999.876465
	Iteration 66Q: 3 clusters Score -2.11797e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176699 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21179700.000000 Penalty: 5999.876465
	Iteration 67Q: 3 clusters Score -2.11797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176706 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -21179716.000000 Penalty: 5999.876465
	Iteration 68Q: 3 clusters Score -2.117972e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -21179722.000000 Penalty: 5999.876465
	Iteration 69Q: 3 clusters Score -2.117972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176712 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -21179750.000000 Penalty: 5999.876465
	Iteration 70Q: 3 clusters Score -2.117975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21179748.000000 Penalty: 5999.876465
	Iteration 71Q: 3 clusters Score -2.117975e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176722 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21179774.000000 Penalty: 5999.876465
	Iteration 72Q: 3 clusters Score -2.117977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176719 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -21179748.000000 Penalty: 5999.876465
	Iteration 73Q: 3 clusters Score -2.117975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -21179754.000000 Penalty: 5999.876465
	Iteration 74Q: 3 clusters Score -2.117975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176727 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21179750.000000 Penalty: 5999.876465
	Iteration 75Q: 3 clusters Score -2.117975e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21179738.000000 Penalty: 5999.876465
	Iteration 76Q: 3 clusters Score -2.117974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21179762.000000 Penalty: 5999.876465
	Iteration 77Q: 3 clusters Score -2.117976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176723 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -21179768.000000 Penalty: 5999.876465
	Iteration 78Q: 3 clusters Score -2.117977e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -21179780.000000 Penalty: 5999.876465
	Iteration 79Q: 3 clusters Score -2.117978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176715 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21179792.000000 Penalty: 5999.876465
	Iteration 80F: 3 clusters Score -2.117979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176705 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -21179796.000000 Penalty: 5999.876465
	Iteration 81Q: 3 clusters Score -2.11798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176699 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -21179802.000000 Penalty: 5999.876465
	Iteration 82Q: 3 clusters Score -2.11798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21179804.000000 Penalty: 5999.876465
	Iteration 83Q: 3 clusters Score -2.11798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176697 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -21179806.000000 Penalty: 5999.876465
	Iteration 84Q: 3 clusters Score -2.117981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176694 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21179812.000000 Penalty: 5999.876465
	Iteration 85Q: 3 clusters Score -2.117981e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176693 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21179832.000000 Penalty: 5999.876465
	Iteration 86Q: 3 clusters Score -2.117983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176694 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21179818.000000 Penalty: 5999.876465
	Iteration 87Q: 3 clusters Score -2.117982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21179814.000000 Penalty: 5999.876465
	Iteration 88Q: 3 clusters Score -2.117981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21179812.000000 Penalty: 5999.876465
	Iteration 89Q: 3 clusters Score -2.117981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176695 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21179812.000000 Penalty: 5999.876465
	Iteration 90Q: 3 clusters Score -2.117981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176693 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21179798.000000 Penalty: 5999.876465
	Iteration 91Q: 3 clusters Score -2.11798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176692 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5999.876465
	Iteration 92Q: 3 clusters Score -2.117981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176691 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -21179820.000000 Penalty: 5999.876465
	Iteration 93Q: 3 clusters Score -2.117982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176689 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21179822.000000 Penalty: 5999.876465
	Iteration 94Q: 3 clusters Score -2.117982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21179822.000000 Penalty: 5999.876465
	Iteration 95Q: 3 clusters Score -2.117982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21179828.000000 Penalty: 5999.876465
	Iteration 96Q: 3 clusters Score -2.117983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21179818.000000 Penalty: 5999.876465
	Iteration 97Q: 3 clusters Score -2.117982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -21179818.000000 Penalty: 5999.876465
	Iteration 98Q: 3 clusters Score -2.117982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176683 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -21179822.000000 Penalty: 5999.876465
	Iteration 99Q: 3 clusters Score -2.117982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -21179826.000000 Penalty: 5999.876465
	Iteration 100F: 3 clusters Score -2.117983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176684 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5999.876465
	Iteration 101Q: 3 clusters Score -2.117981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176683 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -21179816.000000 Penalty: 5999.876465
	Iteration 102Q: 3 clusters Score -2.117982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21179814.000000 Penalty: 5999.876465
	Iteration 103Q: 3 clusters Score -2.117981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176675 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21179816.000000 Penalty: 5999.876465
	Iteration 104Q: 3 clusters Score -2.117982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21179820.000000 Penalty: 5999.876465
	Iteration 105Q: 3 clusters Score -2.117982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176675 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21179814.000000 Penalty: 5999.876465
	Iteration 106Q: 3 clusters Score -2.117981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21179806.000000 Penalty: 5999.876465
	Iteration 107Q: 3 clusters Score -2.117981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21179796.000000 Penalty: 5999.876465
	Iteration 108Q: 3 clusters Score -2.11798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176677 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21179796.000000 Penalty: 5999.876465
	Iteration 109Q: 3 clusters Score -2.11798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5999.876465
	Iteration 110Q: 3 clusters Score -2.117981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21179806.000000 Penalty: 5999.876465
	Iteration 111Q: 3 clusters Score -2.117981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21179806.000000 Penalty: 5999.876465
	Iteration 112Q: 3 clusters Score -2.117981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -21179816.000000 Penalty: 5999.876465
	Iteration 113Q: 3 clusters Score -2.117982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176675 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -21179822.000000 Penalty: 5999.876465
	Iteration 114Q: 3 clusters Score -2.117982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -21179816.000000 Penalty: 5999.876465
	Iteration 115Q: 3 clusters Score -2.117982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -21179806.000000 Penalty: 5999.876465
	Iteration 116Q: 3 clusters Score -2.117981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176682 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -21179812.000000 Penalty: 5999.876465
	Iteration 117Q: 3 clusters Score -2.117981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176686 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -21179808.000000 Penalty: 5999.876465
	Iteration 118Q: 3 clusters Score -2.117981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5999.876465
	Iteration 119Q: 3 clusters Score -2.117981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176689 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -21179808.000000 Penalty: 5999.876465
	Iteration 120F: 3 clusters Score -2.117981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176688 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21179812.000000 Penalty: 5999.876465
	Iteration 121Q: 3 clusters Score -2.117981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5999.876465
	Iteration 122Q: 3 clusters Score -2.117981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -21179810.000000 Penalty: 5999.876465
	Iteration 123F: 3 clusters Score -2.117981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Entering Unmasked Estep 
Score: -4122908.000000 Penalty: 2596.867920
	Iteration 0F: 2 clusters Score -4122908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -4098855.250000 Penalty: 5193.735840
	Iteration 0F: 3 clusters Score -4098855 nChanged 16116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4108046.750000 Penalty: 5193.735840
	Iteration 1F: 3 clusters Score -4108047 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -4109082.750000 Penalty: 5193.735840
	Iteration 2F: 3 clusters Score -4109083 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4110453.500000 Penalty: 5193.735840
	Iteration 3F: 3 clusters Score -4110454 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4112126.750000 Penalty: 5193.735840
	Iteration 4F: 3 clusters Score -4112127 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -4113795.000000 Penalty: 5193.735840
	Iteration 5F: 3 clusters Score -4113795 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4115211.500000 Penalty: 5193.735840
	Iteration 6F: 3 clusters Score -4115212 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4116254.000000 Penalty: 5193.735840
	Iteration 7F: 3 clusters Score -4116254 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4117029.000000 Penalty: 5193.735840
	Iteration 8Q: 3 clusters Score -4117029 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4117627.250000 Penalty: 5193.735840
	Iteration 9Q: 3 clusters Score -4117627 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -4118166.250000 Penalty: 5193.735840
	Iteration 10Q: 3 clusters Score -4118166 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -4118644.500000 Penalty: 5193.735840
	Iteration 11Q: 3 clusters Score -4118644 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4119024.750000 Penalty: 5193.735840
	Iteration 12Q: 3 clusters Score -4119025 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4119378.750000 Penalty: 5193.735840
	Iteration 13Q: 3 clusters Score -4119379 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4119688.500000 Penalty: 5193.735840
	Iteration 14Q: 3 clusters Score -4119688 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4119993.000000 Penalty: 5193.735840
	Iteration 15Q: 3 clusters Score -4119993 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4120320.500000 Penalty: 5193.735840
	Iteration 16Q: 3 clusters Score -4120320 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4120671.250000 Penalty: 5193.735840
	Iteration 17Q: 3 clusters Score -4120671 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4121100.250000 Penalty: 5193.735840
	Iteration 18Q: 3 clusters Score -4121100 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4121515.250000 Penalty: 5193.735840
	Iteration 19Q: 3 clusters Score -4121515 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4121758.500000 Penalty: 5193.735840
	Iteration 20F: 3 clusters Score -4121758 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4121880.250000 Penalty: 5193.735840
	Iteration 21Q: 3 clusters Score -4121880 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4121905.250000 Penalty: 5193.735840
	Iteration 22Q: 3 clusters Score -4121905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4121928.250000 Penalty: 5193.735840
	Iteration 23Q: 3 clusters Score -4121928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4121945.750000 Penalty: 5193.735840
	Iteration 24Q: 3 clusters Score -4121946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -4121962.500000 Penalty: 5193.735840
	Iteration 25Q: 3 clusters Score -4121962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -4121964.250000 Penalty: 5193.735840
	Iteration 26Q: 3 clusters Score -4121964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -4121962.500000 Penalty: 5193.735840
	Iteration 27Q: 3 clusters Score -4121962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4121960.250000 Penalty: 5193.735840
	Iteration 28Q: 3 clusters Score -4121960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4121964.000000 Penalty: 5193.735840
	Iteration 29Q: 3 clusters Score -4121964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4121962.500000 Penalty: 5193.735840
	Iteration 30Q: 3 clusters Score -4121962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4121962.750000 Penalty: 5193.735840
	Iteration 31Q: 3 clusters Score -4121963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4121964.500000 Penalty: 5193.735840
	Iteration 32Q: 3 clusters Score -4121964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -4121968.750000 Penalty: 5193.735840
	Iteration 33Q: 3 clusters Score -4121969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4121966.750000 Penalty: 5193.735840
	Iteration 34Q: 3 clusters Score -4121967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4121959.000000 Penalty: 5193.735840
	Iteration 35Q: 3 clusters Score -4121959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4121960.500000 Penalty: 5193.735840
	Iteration 36Q: 3 clusters Score -4121960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -4121960.500000 Penalty: 5193.735840
	Iteration 37F: 3 clusters Score -4121960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Entering Unmasked Estep 
Score: -3526374.750000 Penalty: 2555.501709
	Iteration 0F: 2 clusters Score -3526375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3505931.750000 Penalty: 5111.003418
	Iteration 0F: 3 clusters Score -3505932 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3513454.750000 Penalty: 5111.003418
	Iteration 1F: 3 clusters Score -3513455 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -3513912.500000 Penalty: 5111.003418
	Iteration 2Q: 3 clusters Score -3513912 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3514314.250000 Penalty: 5111.003418
	Iteration 3Q: 3 clusters Score -3514314 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3514671.500000 Penalty: 5111.003418
	Iteration 4Q: 3 clusters Score -3514672 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3515087.000000 Penalty: 5111.003418
	Iteration 5Q: 3 clusters Score -3515087 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3515574.500000 Penalty: 5111.003418
	Iteration 6Q: 3 clusters Score -3515574 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3516068.250000 Penalty: 5111.003418
	Iteration 7Q: 3 clusters Score -3516068 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -3516679.750000 Penalty: 5111.003418
	Iteration 8Q: 3 clusters Score -3516680 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3517442.500000 Penalty: 5111.003418
	Iteration 9Q: 3 clusters Score -3517442 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3518330.250000 Penalty: 5111.003418
	Iteration 10Q: 3 clusters Score -3518330 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -3519262.250000 Penalty: 5111.003418
	Iteration 11F: 3 clusters Score -3519262 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3520023.750000 Penalty: 5111.003418
	Iteration 12Q: 3 clusters Score -3520024 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3520618.500000 Penalty: 5111.003418
	Iteration 13Q: 3 clusters Score -3520618 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3521039.250000 Penalty: 5111.003418
	Iteration 14Q: 3 clusters Score -3521039 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3521292.250000 Penalty: 5111.003418
	Iteration 15Q: 3 clusters Score -3521292 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3521469.250000 Penalty: 5111.003418
	Iteration 16Q: 3 clusters Score -3521469 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -3521615.750000 Penalty: 5111.003418
	Iteration 17Q: 3 clusters Score -3521616 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3521724.500000 Penalty: 5111.003418
	Iteration 18Q: 3 clusters Score -3521724 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3521867.250000 Penalty: 5111.003418
	Iteration 19Q: 3 clusters Score -3521867 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3522017.250000 Penalty: 5111.003418
	Iteration 20F: 3 clusters Score -3522017 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3522175.250000 Penalty: 5111.003418
	Iteration 21Q: 3 clusters Score -3522175 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3522363.750000 Penalty: 5111.003418
	Iteration 22Q: 3 clusters Score -3522364 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3522550.500000 Penalty: 5111.003418
	Iteration 23Q: 3 clusters Score -3522550 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3522733.250000 Penalty: 5111.003418
	Iteration 24Q: 3 clusters Score -3522733 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3522945.750000 Penalty: 5111.003418
	Iteration 25Q: 3 clusters Score -3522946 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3523177.750000 Penalty: 5111.003418
	Iteration 26Q: 3 clusters Score -3523178 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3523452.000000 Penalty: 5111.003418
	Iteration 27Q: 3 clusters Score -3523452 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -3523747.750000 Penalty: 5111.003418
	Iteration 28Q: 3 clusters Score -3523748 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3524088.000000 Penalty: 5111.003418
	Iteration 29Q: 3 clusters Score -3524088 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3524395.750000 Penalty: 5111.003418
	Iteration 30Q: 3 clusters Score -3524396 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3524639.500000 Penalty: 5111.003418
	Iteration 31Q: 3 clusters Score -3524640 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3524838.500000 Penalty: 5111.003418
	Iteration 32Q: 3 clusters Score -3524838 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3524981.500000 Penalty: 5111.003418
	Iteration 33Q: 3 clusters Score -3524982 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3525077.750000 Penalty: 5111.003418
	Iteration 34Q: 3 clusters Score -3525078 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3525136.250000 Penalty: 5111.003418
	Iteration 35Q: 3 clusters Score -3525136 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -3525188.750000 Penalty: 5111.003418
	Iteration 36Q: 3 clusters Score -3525189 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3525237.000000 Penalty: 5111.003418
	Iteration 37Q: 3 clusters Score -3525237 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3525266.750000 Penalty: 5111.003418
	Iteration 38Q: 3 clusters Score -3525267 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3525308.500000 Penalty: 5111.003418
	Iteration 39Q: 3 clusters Score -3525308 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3525345.500000 Penalty: 5111.003418
	Iteration 40F: 3 clusters Score -3525346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3525363.000000 Penalty: 5111.003418
	Iteration 41Q: 3 clusters Score -3525363 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3525395.750000 Penalty: 5111.003418
	Iteration 42Q: 3 clusters Score -3525396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3525403.750000 Penalty: 5111.003418
	Iteration 43Q: 3 clusters Score -3525404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3525425.250000 Penalty: 5111.003418
	Iteration 44Q: 3 clusters Score -3525425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3525442.500000 Penalty: 5111.003418
	Iteration 45Q: 3 clusters Score -3525442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3525454.250000 Penalty: 5111.003418
	Iteration 46Q: 3 clusters Score -3525454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3525447.750000 Penalty: 5111.003418
	Iteration 47Q: 3 clusters Score -3525448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3525453.750000 Penalty: 5111.003418
	Iteration 48Q: 3 clusters Score -3525454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3525463.500000 Penalty: 5111.003418
	Iteration 49Q: 3 clusters Score -3525464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3525465.250000 Penalty: 5111.003418
	Iteration 50Q: 3 clusters Score -3525465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3525467.500000 Penalty: 5111.003418
	Iteration 51Q: 3 clusters Score -3525468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3525481.500000 Penalty: 5111.003418
	Iteration 52Q: 3 clusters Score -3525482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3525481.000000 Penalty: 5111.003418
	Iteration 53Q: 3 clusters Score -3525481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3525484.000000 Penalty: 5111.003418
	Iteration 54Q: 3 clusters Score -3525484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3525485.250000 Penalty: 5111.003418
	Iteration 55Q: 3 clusters Score -3525485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3525484.000000 Penalty: 5111.003418
	Iteration 56Q: 3 clusters Score -3525484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3525492.500000 Penalty: 5111.003418
	Iteration 57Q: 3 clusters Score -3525492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3525488.000000 Penalty: 5111.003418
	Iteration 58Q: 3 clusters Score -3525488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3525485.750000 Penalty: 5111.003418
	Iteration 59Q: 3 clusters Score -3525486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3525481.500000 Penalty: 5111.003418
	Iteration 60F: 3 clusters Score -3525482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3525480.750000 Penalty: 5111.003418
	Iteration 61Q: 3 clusters Score -3525481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3525487.500000 Penalty: 5111.003418
	Iteration 62Q: 3 clusters Score -3525488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3525485.250000 Penalty: 5111.003418
	Iteration 63Q: 3 clusters Score -3525485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3525487.750000 Penalty: 5111.003418
	Iteration 64Q: 3 clusters Score -3525488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3525486.000000 Penalty: 5111.003418
	Iteration 65Q: 3 clusters Score -3525486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3525486.000000 Penalty: 5111.003418
	Iteration 66Q: 3 clusters Score -3525486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3525482.250000 Penalty: 5111.003418
	Iteration 67Q: 3 clusters Score -3525482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3525480.000000 Penalty: 5111.003418
	Iteration 68Q: 3 clusters Score -3525480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3525485.000000 Penalty: 5111.003418
	Iteration 69Q: 3 clusters Score -3525485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3525484.250000 Penalty: 5111.003418
	Iteration 70Q: 3 clusters Score -3525484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3525483.500000 Penalty: 5111.003418
	Iteration 71Q: 3 clusters Score -3525484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3525487.250000 Penalty: 5111.003418
	Iteration 72Q: 3 clusters Score -3525487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3525488.250000 Penalty: 5111.003418
	Iteration 73Q: 3 clusters Score -3525488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3525483.500000 Penalty: 5111.003418
	Iteration 74Q: 3 clusters Score -3525484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3525483.500000 Penalty: 5111.003418
	Iteration 75F: 3 clusters Score -3525484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Entering Unmasked Estep 
Score: -2141729.500000 Penalty: 2449.722656
	Iteration 0F: 2 clusters Score -2141730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2127972.500000 Penalty: 4899.445312
	Iteration 0F: 3 clusters Score -2127972 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2132692.000000 Penalty: 4899.445312
	Iteration 1F: 3 clusters Score -2132692 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2133369.250000 Penalty: 4899.445312
	Iteration 2F: 3 clusters Score -2133369 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2134080.750000 Penalty: 4899.445312
	Iteration 3F: 3 clusters Score -2134081 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2134695.750000 Penalty: 4899.445312
	Iteration 4F: 3 clusters Score -2134696 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2135189.500000 Penalty: 4899.445312
	Iteration 5F: 3 clusters Score -2135190 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2135678.000000 Penalty: 4899.445312
	Iteration 6Q: 3 clusters Score -2135678 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2136177.750000 Penalty: 4899.445312
	Iteration 7Q: 3 clusters Score -2136178 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2136620.500000 Penalty: 4899.445312
	Iteration 8Q: 3 clusters Score -2136620 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2137029.500000 Penalty: 4899.445312
	Iteration 9Q: 3 clusters Score -2137030 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2137424.250000 Penalty: 4899.445312
	Iteration 10Q: 3 clusters Score -2137424 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2137795.250000 Penalty: 4899.445312
	Iteration 11Q: 3 clusters Score -2137795 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2138091.500000 Penalty: 4899.445312
	Iteration 12Q: 3 clusters Score -2138092 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2138354.000000 Penalty: 4899.445312
	Iteration 13Q: 3 clusters Score -2138354 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2138563.250000 Penalty: 4899.445312
	Iteration 14Q: 3 clusters Score -2138563 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2138739.500000 Penalty: 4899.445312
	Iteration 15Q: 3 clusters Score -2138740 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2138898.750000 Penalty: 4899.445312
	Iteration 16Q: 3 clusters Score -2138899 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2139028.000000 Penalty: 4899.445312
	Iteration 17Q: 3 clusters Score -2139028 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2139145.250000 Penalty: 4899.445312
	Iteration 18Q: 3 clusters Score -2139145 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2139243.000000 Penalty: 4899.445312
	Iteration 19Q: 3 clusters Score -2139243 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2139328.750000 Penalty: 4899.445312
	Iteration 20F: 3 clusters Score -2139329 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2139423.250000 Penalty: 4899.445312
	Iteration 21Q: 3 clusters Score -2139423 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2139515.750000 Penalty: 4899.445312
	Iteration 22Q: 3 clusters Score -2139516 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2139608.000000 Penalty: 4899.445312
	Iteration 23Q: 3 clusters Score -2139608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2139703.250000 Penalty: 4899.445312
	Iteration 24Q: 3 clusters Score -2139703 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2139812.500000 Penalty: 4899.445312
	Iteration 25Q: 3 clusters Score -2139812 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2139930.000000 Penalty: 4899.445312
	Iteration 26Q: 3 clusters Score -2139930 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2140049.250000 Penalty: 4899.445312
	Iteration 27Q: 3 clusters Score -2140049 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2140197.750000 Penalty: 4899.445312
	Iteration 28Q: 3 clusters Score -2140198 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2140361.750000 Penalty: 4899.445312
	Iteration 29Q: 3 clusters Score -2140362 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2140591.000000 Penalty: 4899.445312
	Iteration 30Q: 3 clusters Score -2140591 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2140875.000000 Penalty: 4899.445312
	Iteration 31Q: 3 clusters Score -2140875 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2141212.250000 Penalty: 4899.445312
	Iteration 32Q: 3 clusters Score -2141212 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2141607.250000 Penalty: 4899.445312
	Iteration 33Q: 3 clusters Score -2141607 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2142009.750000 Penalty: 4899.445312
	Iteration 34Q: 3 clusters Score -2142010 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2142320.250000 Penalty: 4899.445312
	Iteration 35Q: 3 clusters Score -2142320 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2142520.750000 Penalty: 4899.445312
	Iteration 36Q: 3 clusters Score -2142521 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2142650.250000 Penalty: 4899.445312
	Iteration 37Q: 3 clusters Score -2142650 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2142742.750000 Penalty: 4899.445312
	Iteration 38Q: 3 clusters Score -2142743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2142801.250000 Penalty: 4899.445312
	Iteration 39Q: 3 clusters Score -2142801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2142929.250000 Penalty: 4899.445312
	Iteration 40F: 3 clusters Score -2142929 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2142978.500000 Penalty: 4899.445312
	Iteration 41Q: 3 clusters Score -2142978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2143000.250000 Penalty: 4899.445312
	Iteration 42Q: 3 clusters Score -2143000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2143017.250000 Penalty: 4899.445312
	Iteration 43Q: 3 clusters Score -2143017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2143025.750000 Penalty: 4899.445312
	Iteration 44Q: 3 clusters Score -2143026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2143031.500000 Penalty: 4899.445312
	Iteration 45Q: 3 clusters Score -2143032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2143034.250000 Penalty: 4899.445312
	Iteration 46Q: 3 clusters Score -2143034 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2143040.750000 Penalty: 4899.445312
	Iteration 47Q: 3 clusters Score -2143041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -2143042.750000 Penalty: 4899.445312
	Iteration 48Q: 3 clusters Score -2143043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2143046.000000 Penalty: 4899.445312
	Iteration 49Q: 3 clusters Score -2143046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2143050.250000 Penalty: 4899.445312
	Iteration 50Q: 3 clusters Score -2143050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2143054.750000 Penalty: 4899.445312
	Iteration 51Q: 3 clusters Score -2143055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2143054.000000 Penalty: 4899.445312
	Iteration 52Q: 3 clusters Score -2143054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2143050.500000 Penalty: 4899.445312
	Iteration 53Q: 3 clusters Score -2143050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2143055.500000 Penalty: 4899.445312
	Iteration 54Q: 3 clusters Score -2143056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2143056.750000 Penalty: 4899.445312
	Iteration 55Q: 3 clusters Score -2143057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2143058.750000 Penalty: 4899.445312
	Iteration 56Q: 3 clusters Score -2143059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2143058.750000 Penalty: 4899.445312
	Iteration 57Q: 3 clusters Score -2143059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2143057.750000 Penalty: 4899.445312
	Iteration 58Q: 3 clusters Score -2143058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2143057.750000 Penalty: 4899.445312
	Iteration 59Q: 3 clusters Score -2143058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2143057.750000 Penalty: 4899.445312
	Iteration 60F: 3 clusters Score -2143058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179248 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 6759 members 
Mstep: Class 10 contains 104021 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 12 contains 243814 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 133867 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 172685 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 33454 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 271695 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 36583 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 73242 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 12736 members 
Entering Unmasked Estep 
Score: -225950528.000000 Penalty: 125992.203125
Splitting cluster 9 changes total score from -225951552.000000 to -225950528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (104021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104021 members 
Entering Unmasked Estep 
Score: -12170740.000000 Penalty: 2864.982422
	Iteration 0F: 2 clusters Score -1.217074e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -12101166.000000 Penalty: 5729.964844
	Iteration 0F: 3 clusters Score -1.210117e+07 nChanged 49224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -12129925.000000 Penalty: 5729.964844
	Iteration 1F: 3 clusters Score -1.212992e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -12132423.000000 Penalty: 5729.964844
	Iteration 2Q: 3 clusters Score -1.213242e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -12136383.000000 Penalty: 5729.964844
	Iteration 3F: 3 clusters Score -1.213638e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -12141676.000000 Penalty: 5729.964844
	Iteration 4F: 3 clusters Score -1.214168e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -12146986.000000 Penalty: 5729.964844
	Iteration 5F: 3 clusters Score -1.214699e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 61571 members 
Entering Unmasked Estep 
Score: -12151237.000000 Penalty: 5729.964844
	Iteration 6F: 3 clusters Score -1.215124e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 61471 members 
Entering Unmasked Estep 
Score: -12154130.000000 Penalty: 5729.964844
	Iteration 7F: 3 clusters Score -1.215413e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -12157090.000000 Penalty: 5729.964844
	Iteration 8Q: 3 clusters Score -1.215709e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -12161357.000000 Penalty: 5729.964844
	Iteration 9Q: 3 clusters Score -1.216136e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -12167545.000000 Penalty: 5729.964844
	Iteration 10Q: 3 clusters Score -1.216754e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -12173493.000000 Penalty: 5729.964844
	Iteration 11Q: 3 clusters Score -1.217349e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -12176379.000000 Penalty: 5729.964844
	Iteration 12Q: 3 clusters Score -1.217638e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 57725 members 
Entering Unmasked Estep 
Score: -12177021.000000 Penalty: 5729.964844
	Iteration 13Q: 3 clusters Score -1.217702e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -12177125.000000 Penalty: 5729.964844
	Iteration 14Q: 3 clusters Score -1.217712e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -12177169.000000 Penalty: 5729.964844
	Iteration 15Q: 3 clusters Score -1.217717e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -12177167.000000 Penalty: 5729.964844
	Iteration 16Q: 3 clusters Score -1.217717e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -12177156.000000 Penalty: 5729.964844
	Iteration 17Q: 3 clusters Score -1.217716e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -12177194.000000 Penalty: 5729.964844
	Iteration 18Q: 3 clusters Score -1.217719e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -12177211.000000 Penalty: 5729.964844
	Iteration 19Q: 3 clusters Score -1.217721e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -12177255.000000 Penalty: 5729.964844
	Iteration 20F: 3 clusters Score -1.217726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -12177250.000000 Penalty: 5729.964844
	Iteration 21Q: 3 clusters Score -1.217725e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -12177244.000000 Penalty: 5729.964844
	Iteration 22Q: 3 clusters Score -1.217724e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -12177265.000000 Penalty: 5729.964844
	Iteration 23Q: 3 clusters Score -1.217726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -12177273.000000 Penalty: 5729.964844
	Iteration 24Q: 3 clusters Score -1.217727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -12177275.000000 Penalty: 5729.964844
	Iteration 25Q: 3 clusters Score -1.217728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -12177277.000000 Penalty: 5729.964844
	Iteration 26Q: 3 clusters Score -1.217728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -12177272.000000 Penalty: 5729.964844
	Iteration 27Q: 3 clusters Score -1.217727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -12177267.000000 Penalty: 5729.964844
	Iteration 28Q: 3 clusters Score -1.217727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -12177265.000000 Penalty: 5729.964844
	Iteration 29Q: 3 clusters Score -1.217726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -12177262.000000 Penalty: 5729.964844
	Iteration 30Q: 3 clusters Score -1.217726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -12177255.000000 Penalty: 5729.964844
	Iteration 31Q: 3 clusters Score -1.217726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -12177262.000000 Penalty: 5729.964844
	Iteration 32Q: 3 clusters Score -1.217726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -12177268.000000 Penalty: 5729.964844
	Iteration 33Q: 3 clusters Score -1.217727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -12177267.000000 Penalty: 5729.964844
	Iteration 34Q: 3 clusters Score -1.217727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -12177273.000000 Penalty: 5729.964844
	Iteration 35Q: 3 clusters Score -1.217727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -12177265.000000 Penalty: 5729.964844
	Iteration 36Q: 3 clusters Score -1.217726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -12177268.000000 Penalty: 5729.964844
	Iteration 37Q: 3 clusters Score -1.217727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -12177268.000000 Penalty: 5729.964844
	Iteration 38F: 3 clusters Score -1.217727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179248 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 44782 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 12 contains 243814 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 133867 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 172685 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 33454 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 271695 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 36583 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 73242 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 59239 members 
Entering Unmasked Estep 
Score: -225953792.000000 Penalty: 125992.203125
Splitting cluster 10 changes total score from -225951552.000000 to -225953792.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 11 (110814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110814 members 
Entering Unmasked Estep 
Score: -12580507.000000 Penalty: 2880.670898
	Iteration 0F: 2 clusters Score -1.258051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -12506489.000000 Penalty: 5761.341797
	Iteration 0F: 3 clusters Score -1.250649e+07 nChanged 52653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -12537858.000000 Penalty: 5761.341797
	Iteration 1F: 3 clusters Score -1.253786e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -12540026.000000 Penalty: 5761.341797
	Iteration 2Q: 3 clusters Score -1.254003e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -12543057.000000 Penalty: 5761.341797
	Iteration 3F: 3 clusters Score -1.254306e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -12547678.000000 Penalty: 5761.341797
	Iteration 4F: 3 clusters Score -1.254768e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 69529 members 
Entering Unmasked Estep 
Score: -12553443.000000 Penalty: 5761.341797
	Iteration 5F: 3 clusters Score -1.255344e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -12559540.000000 Penalty: 5761.341797
	Iteration 6F: 3 clusters Score -1.255954e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -12565209.000000 Penalty: 5761.341797
	Iteration 7F: 3 clusters Score -1.256521e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -12569132.000000 Penalty: 5761.341797
	Iteration 8Q: 3 clusters Score -1.256913e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -12571291.000000 Penalty: 5761.341797
	Iteration 9Q: 3 clusters Score -1.257129e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -12572576.000000 Penalty: 5761.341797
	Iteration 10Q: 3 clusters Score -1.257258e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -12573454.000000 Penalty: 5761.341797
	Iteration 11Q: 3 clusters Score -1.257345e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -12574227.000000 Penalty: 5761.341797
	Iteration 12Q: 3 clusters Score -1.257423e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -12575001.000000 Penalty: 5761.341797
	Iteration 13Q: 3 clusters Score -1.2575e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -12575710.000000 Penalty: 5761.341797
	Iteration 14Q: 3 clusters Score -1.257571e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -12576205.000000 Penalty: 5761.341797
	Iteration 15Q: 3 clusters Score -1.25762e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -12576615.000000 Penalty: 5761.341797
	Iteration 16Q: 3 clusters Score -1.257662e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -12576889.000000 Penalty: 5761.341797
	Iteration 17Q: 3 clusters Score -1.257689e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -12577196.000000 Penalty: 5761.341797
	Iteration 18Q: 3 clusters Score -1.25772e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -12577393.000000 Penalty: 5761.341797
	Iteration 19Q: 3 clusters Score -1.257739e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -12577587.000000 Penalty: 5761.341797
	Iteration 20F: 3 clusters Score -1.257759e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -12577763.000000 Penalty: 5761.341797
	Iteration 21Q: 3 clusters Score -1.257776e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -12577895.000000 Penalty: 5761.341797
	Iteration 22Q: 3 clusters Score -1.25779e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 97455 members 
Entering Unmasked Estep 
Score: -12578005.000000 Penalty: 5761.341797
	Iteration 23Q: 3 clusters Score -1.2578e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -12578158.000000 Penalty: 5761.341797
	Iteration 24Q: 3 clusters Score -1.257816e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -12578242.000000 Penalty: 5761.341797
	Iteration 25Q: 3 clusters Score -1.257824e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 98734 members 
Entering Unmasked Estep 
Score: -12578346.000000 Penalty: 5761.341797
	Iteration 26Q: 3 clusters Score -1.257835e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -12578434.000000 Penalty: 5761.341797
	Iteration 27Q: 3 clusters Score -1.257843e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -12578497.000000 Penalty: 5761.341797
	Iteration 28Q: 3 clusters Score -1.25785e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -12578574.000000 Penalty: 5761.341797
	Iteration 29Q: 3 clusters Score -1.257857e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 100206 members 
Entering Unmasked Estep 
Score: -12578712.000000 Penalty: 5761.341797
	Iteration 30Q: 3 clusters Score -1.257871e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 100558 members 
Entering Unmasked Estep 
Score: -12578744.000000 Penalty: 5761.341797
	Iteration 31Q: 3 clusters Score -1.257874e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -12578847.000000 Penalty: 5761.341797
	Iteration 32Q: 3 clusters Score -1.257885e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -12578883.000000 Penalty: 5761.341797
	Iteration 33Q: 3 clusters Score -1.257888e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 101455 members 
Entering Unmasked Estep 
Score: -12578948.000000 Penalty: 5761.341797
	Iteration 34Q: 3 clusters Score -1.257895e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -12579003.000000 Penalty: 5761.341797
	Iteration 35Q: 3 clusters Score -1.2579e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 101878 members 
Entering Unmasked Estep 
Score: -12579034.000000 Penalty: 5761.341797
	Iteration 36Q: 3 clusters Score -1.257903e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -12579051.000000 Penalty: 5761.341797
	Iteration 37Q: 3 clusters Score -1.257905e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 102255 members 
Entering Unmasked Estep 
Score: -12579069.000000 Penalty: 5761.341797
	Iteration 38Q: 3 clusters Score -1.257907e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -12579085.000000 Penalty: 5761.341797
	Iteration 39Q: 3 clusters Score -1.257908e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 102585 members 
Entering Unmasked Estep 
Score: -12579146.000000 Penalty: 5761.341797
	Iteration 40F: 3 clusters Score -1.257915e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 102736 members 
Entering Unmasked Estep 
Score: -12579191.000000 Penalty: 5761.341797
	Iteration 41Q: 3 clusters Score -1.257919e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -12579210.000000 Penalty: 5761.341797
	Iteration 42Q: 3 clusters Score -1.257921e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 102973 members 
Entering Unmasked Estep 
Score: -12579233.000000 Penalty: 5761.341797
	Iteration 43Q: 3 clusters Score -1.257923e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -12579251.000000 Penalty: 5761.341797
	Iteration 44Q: 3 clusters Score -1.257925e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 103202 members 
Entering Unmasked Estep 
Score: -12579273.000000 Penalty: 5761.341797
	Iteration 45Q: 3 clusters Score -1.257927e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 103311 members 
Entering Unmasked Estep 
Score: -12579283.000000 Penalty: 5761.341797
	Iteration 46Q: 3 clusters Score -1.257928e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 103438 members 
Entering Unmasked Estep 
Score: -12579298.000000 Penalty: 5761.341797
	Iteration 47Q: 3 clusters Score -1.25793e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -12579308.000000 Penalty: 5761.341797
	Iteration 48Q: 3 clusters Score -1.257931e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 103649 members 
Entering Unmasked Estep 
Score: -12579328.000000 Penalty: 5761.341797
	Iteration 49Q: 3 clusters Score -1.257933e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 103751 members 
Entering Unmasked Estep 
Score: -12579287.000000 Penalty: 5761.341797
	Iteration 50Q: 3 clusters Score -1.257929e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 103847 members 
Entering Unmasked Estep 
Score: -12579312.000000 Penalty: 5761.341797
	Iteration 51Q: 3 clusters Score -1.257931e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -12579331.000000 Penalty: 5761.341797
	Iteration 52Q: 3 clusters Score -1.257933e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -12579335.000000 Penalty: 5761.341797
	Iteration 53Q: 3 clusters Score -1.257934e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -12579339.000000 Penalty: 5761.341797
	Iteration 54Q: 3 clusters Score -1.257934e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -12579336.000000 Penalty: 5761.341797
	Iteration 55Q: 3 clusters Score -1.257934e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 104183 members 
Entering Unmasked Estep 
Score: -12579327.000000 Penalty: 5761.341797
	Iteration 56Q: 3 clusters Score -1.257933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -12579332.000000 Penalty: 5761.341797
	Iteration 57Q: 3 clusters Score -1.257933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 104223 members 
Entering Unmasked Estep 
Score: -12579325.000000 Penalty: 5761.341797
	Iteration 58Q: 3 clusters Score -1.257932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -12579321.000000 Penalty: 5761.341797
	Iteration 59Q: 3 clusters Score -1.257932e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -12579318.000000 Penalty: 5761.341797
	Iteration 60F: 3 clusters Score -1.257932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 104271 members 
Entering Unmasked Estep 
Score: -12579310.000000 Penalty: 5761.341797
	Iteration 61Q: 3 clusters Score -1.257931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 104280 members 
Entering Unmasked Estep 
Score: -12579325.000000 Penalty: 5761.341797
	Iteration 62Q: 3 clusters Score -1.257932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -12579319.000000 Penalty: 5761.341797
	Iteration 63Q: 3 clusters Score -1.257932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 104291 members 
Entering Unmasked Estep 
Score: -12579329.000000 Penalty: 5761.341797
	Iteration 64Q: 3 clusters Score -1.257933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 104297 members 
Entering Unmasked Estep 
Score: -12579328.000000 Penalty: 5761.341797
	Iteration 65Q: 3 clusters Score -1.257933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -12579332.000000 Penalty: 5761.341797
	Iteration 66Q: 3 clusters Score -1.257933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 104308 members 
Entering Unmasked Estep 
Score: -12579334.000000 Penalty: 5761.341797
	Iteration 67Q: 3 clusters Score -1.257933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -12579342.000000 Penalty: 5761.341797
	Iteration 68Q: 3 clusters Score -1.257934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -12579342.000000 Penalty: 5761.341797
	Iteration 69Q: 3 clusters Score -1.257934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 104325 members 
Entering Unmasked Estep 
Score: -12579340.000000 Penalty: 5761.341797
	Iteration 70Q: 3 clusters Score -1.257934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -12579330.000000 Penalty: 5761.341797
	Iteration 71Q: 3 clusters Score -1.257933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -12579324.000000 Penalty: 5761.341797
	Iteration 72Q: 3 clusters Score -1.257932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 104327 members 
Entering Unmasked Estep 
Score: -12579324.000000 Penalty: 5761.341797
	Iteration 73F: 3 clusters Score -1.257932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243814 members 
Entering Unmasked Estep 
Score: -28469600.000000 Penalty: 3076.231689
	Iteration 0F: 2 clusters Score -2.84696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121938 members 
Mstep: Class 2 contains 121876 members 
Entering Unmasked Estep 
Score: -28319838.000000 Penalty: 6152.463379
	Iteration 0F: 3 clusters Score -2.831984e+07 nChanged 117624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122068 members 
Mstep: Class 2 contains 121746 members 
Entering Unmasked Estep 
Score: -28389734.000000 Penalty: 6152.463379
	Iteration 1F: 3 clusters Score -2.838973e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122378 members 
Mstep: Class 2 contains 121436 members 
Entering Unmasked Estep 
Score: -28391154.000000 Penalty: 6152.463379
	Iteration 2Q: 3 clusters Score -2.839115e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122919 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -28392896.000000 Penalty: 6152.463379
	Iteration 3Q: 3 clusters Score -2.83929e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123686 members 
Mstep: Class 2 contains 120128 members 
Entering Unmasked Estep 
Score: -28395872.000000 Penalty: 6152.463379
	Iteration 4Q: 3 clusters Score -2.839587e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124789 members 
Mstep: Class 2 contains 119025 members 
Entering Unmasked Estep 
Score: -28400000.000000 Penalty: 6152.463379
	Iteration 5Q: 3 clusters Score -2.84e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126053 members 
Mstep: Class 2 contains 117761 members 
Entering Unmasked Estep 
Score: -28407294.000000 Penalty: 6152.463379
	Iteration 6Q: 3 clusters Score -2.840729e+07 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127514 members 
Mstep: Class 2 contains 116300 members 
Entering Unmasked Estep 
Score: -28417328.000000 Penalty: 6152.463379
	Iteration 7F: 3 clusters Score -2.841733e+07 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128699 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -28428878.000000 Penalty: 6152.463379
	Iteration 8F: 3 clusters Score -2.842888e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129392 members 
Mstep: Class 2 contains 114422 members 
Entering Unmasked Estep 
Score: -28434380.000000 Penalty: 6152.463379
	Iteration 9F: 3 clusters Score -2.843438e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129944 members 
Mstep: Class 2 contains 113870 members 
Entering Unmasked Estep 
Score: -28436204.000000 Penalty: 6152.463379
	Iteration 10Q: 3 clusters Score -2.84362e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130587 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -28436764.000000 Penalty: 6152.463379
	Iteration 11Q: 3 clusters Score -2.843676e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 112535 members 
Entering Unmasked Estep 
Score: -28437048.000000 Penalty: 6152.463379
	Iteration 12Q: 3 clusters Score -2.843705e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 111722 members 
Entering Unmasked Estep 
Score: -28437200.000000 Penalty: 6152.463379
	Iteration 13Q: 3 clusters Score -2.84372e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132970 members 
Mstep: Class 2 contains 110844 members 
Entering Unmasked Estep 
Score: -28437328.000000 Penalty: 6152.463379
	Iteration 14Q: 3 clusters Score -2.843733e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133952 members 
Mstep: Class 2 contains 109862 members 
Entering Unmasked Estep 
Score: -28437422.000000 Penalty: 6152.463379
	Iteration 15Q: 3 clusters Score -2.843742e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134956 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -28437434.000000 Penalty: 6152.463379
	Iteration 16Q: 3 clusters Score -2.843743e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135980 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
Score: -28437606.000000 Penalty: 6152.463379
	Iteration 17Q: 3 clusters Score -2.843761e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137064 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -28437764.000000 Penalty: 6152.463379
	Iteration 18Q: 3 clusters Score -2.843776e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138300 members 
Mstep: Class 2 contains 105514 members 
Entering Unmasked Estep 
Score: -28437882.000000 Penalty: 6152.463379
	Iteration 19Q: 3 clusters Score -2.843788e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139637 members 
Mstep: Class 2 contains 104177 members 
Entering Unmasked Estep 
Score: -28438060.000000 Penalty: 6152.463379
	Iteration 20F: 3 clusters Score -2.843806e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141058 members 
Mstep: Class 2 contains 102756 members 
Entering Unmasked Estep 
Score: -28438284.000000 Penalty: 6152.463379
	Iteration 21Q: 3 clusters Score -2.843828e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -28438644.000000 Penalty: 6152.463379
	Iteration 22Q: 3 clusters Score -2.843864e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144268 members 
Mstep: Class 2 contains 99546 members 
Entering Unmasked Estep 
Score: -28438840.000000 Penalty: 6152.463379
	Iteration 23Q: 3 clusters Score -2.843884e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146082 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -28439134.000000 Penalty: 6152.463379
	Iteration 24Q: 3 clusters Score -2.843913e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 95736 members 
Entering Unmasked Estep 
Score: -28439528.000000 Penalty: 6152.463379
	Iteration 25Q: 3 clusters Score -2.843953e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -28439870.000000 Penalty: 6152.463379
	Iteration 26Q: 3 clusters Score -2.843987e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152552 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -28440298.000000 Penalty: 6152.463379
	Iteration 27Q: 3 clusters Score -2.84403e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -28440672.000000 Penalty: 6152.463379
	Iteration 28Q: 3 clusters Score -2.844067e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157882 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -28441194.000000 Penalty: 6152.463379
	Iteration 29Q: 3 clusters Score -2.844119e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160954 members 
Mstep: Class 2 contains 82860 members 
Entering Unmasked Estep 
Score: -28441936.000000 Penalty: 6152.463379
	Iteration 30Q: 3 clusters Score -2.844194e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -28442574.000000 Penalty: 6152.463379
	Iteration 31Q: 3 clusters Score -2.844257e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -28443486.000000 Penalty: 6152.463379
	Iteration 32Q: 3 clusters Score -2.844349e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171790 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -28444126.000000 Penalty: 6152.463379
	Iteration 33Q: 3 clusters Score -2.844413e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175944 members 
Mstep: Class 2 contains 67870 members 
Entering Unmasked Estep 
Score: -28444914.000000 Penalty: 6152.463379
	Iteration 34Q: 3 clusters Score -2.844491e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180331 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -28445710.000000 Penalty: 6152.463379
	Iteration 35Q: 3 clusters Score -2.844571e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184702 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -28446524.000000 Penalty: 6152.463379
	Iteration 36Q: 3 clusters Score -2.844652e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189060 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -28447422.000000 Penalty: 6152.463379
	Iteration 37Q: 3 clusters Score -2.844742e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193432 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -28448686.000000 Penalty: 6152.463379
	Iteration 38Q: 3 clusters Score -2.844869e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197755 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -28449946.000000 Penalty: 6152.463379
	Iteration 39Q: 3 clusters Score -2.844995e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201922 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -28451478.000000 Penalty: 6152.463379
	Iteration 40F: 3 clusters Score -2.845148e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205955 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -28452666.000000 Penalty: 6152.463379
	Iteration 41Q: 3 clusters Score -2.845267e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209783 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -28454002.000000 Penalty: 6152.463379
	Iteration 42Q: 3 clusters Score -2.8454e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213370 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -28455360.000000 Penalty: 6152.463379
	Iteration 43Q: 3 clusters Score -2.845536e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216603 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -28456684.000000 Penalty: 6152.463379
	Iteration 44Q: 3 clusters Score -2.845668e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219650 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -28457896.000000 Penalty: 6152.463379
	Iteration 45Q: 3 clusters Score -2.84579e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222391 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -28459148.000000 Penalty: 6152.463379
	Iteration 46Q: 3 clusters Score -2.845915e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224899 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -28460272.000000 Penalty: 6152.463379
	Iteration 47Q: 3 clusters Score -2.846027e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227167 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -28461244.000000 Penalty: 6152.463379
	Iteration 48Q: 3 clusters Score -2.846124e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229186 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -28462438.000000 Penalty: 6152.463379
	Iteration 49Q: 3 clusters Score -2.846244e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231070 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -28463698.000000 Penalty: 6152.463379
	Iteration 50Q: 3 clusters Score -2.84637e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232753 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -28464440.000000 Penalty: 6152.463379
	Iteration 51Q: 3 clusters Score -2.846444e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234133 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -28465180.000000 Penalty: 6152.463379
	Iteration 52Q: 3 clusters Score -2.846518e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235270 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -28465706.000000 Penalty: 6152.463379
	Iteration 53Q: 3 clusters Score -2.846571e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236232 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -28466076.000000 Penalty: 6152.463379
	Iteration 54Q: 3 clusters Score -2.846608e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237031 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -28466530.000000 Penalty: 6152.463379
	Iteration 55Q: 3 clusters Score -2.846653e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237680 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -28466838.000000 Penalty: 6152.463379
	Iteration 56Q: 3 clusters Score -2.846684e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238268 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -28467076.000000 Penalty: 6152.463379
	Iteration 57Q: 3 clusters Score -2.846708e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238727 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -28467262.000000 Penalty: 6152.463379
	Iteration 58Q: 3 clusters Score -2.846726e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239075 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -28467308.000000 Penalty: 6152.463379
	Iteration 59Q: 3 clusters Score -2.846731e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239377 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -28467472.000000 Penalty: 6152.463379
	Iteration 60F: 3 clusters Score -2.846747e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239641 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -28467578.000000 Penalty: 6152.463379
	Iteration 61Q: 3 clusters Score -2.846758e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239875 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -28467682.000000 Penalty: 6152.463379
	Iteration 62Q: 3 clusters Score -2.846768e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240043 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -28467776.000000 Penalty: 6152.463379
	Iteration 63Q: 3 clusters Score -2.846778e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240177 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -28467806.000000 Penalty: 6152.463379
	Iteration 64Q: 3 clusters Score -2.846781e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240286 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -28467858.000000 Penalty: 6152.463379
	Iteration 65Q: 3 clusters Score -2.846786e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240388 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -28467896.000000 Penalty: 6152.463379
	Iteration 66Q: 3 clusters Score -2.84679e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240487 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -28467910.000000 Penalty: 6152.463379
	Iteration 67Q: 3 clusters Score -2.846791e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240571 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -28467902.000000 Penalty: 6152.463379
	Iteration 68Q: 3 clusters Score -2.84679e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240642 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -28467918.000000 Penalty: 6152.463379
	Iteration 69Q: 3 clusters Score -2.846792e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240711 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -28467944.000000 Penalty: 6152.463379
	Iteration 70Q: 3 clusters Score -2.846794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240777 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -28467950.000000 Penalty: 6152.463379
	Iteration 71Q: 3 clusters Score -2.846795e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240827 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -28467978.000000 Penalty: 6152.463379
	Iteration 72Q: 3 clusters Score -2.846798e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240867 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -28467958.000000 Penalty: 6152.463379
	Iteration 73Q: 3 clusters Score -2.846796e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240886 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -28467942.000000 Penalty: 6152.463379
	Iteration 74Q: 3 clusters Score -2.846794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240908 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -28467942.000000 Penalty: 6152.463379
	Iteration 75Q: 3 clusters Score -2.846794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240933 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -28467946.000000 Penalty: 6152.463379
	Iteration 76Q: 3 clusters Score -2.846795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240959 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -28467924.000000 Penalty: 6152.463379
	Iteration 77Q: 3 clusters Score -2.846792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240990 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -28467888.000000 Penalty: 6152.463379
	Iteration 78Q: 3 clusters Score -2.846789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241011 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -28467896.000000 Penalty: 6152.463379
	Iteration 79Q: 3 clusters Score -2.84679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241031 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -28467890.000000 Penalty: 6152.463379
	Iteration 80F: 3 clusters Score -2.846789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241060 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -28467892.000000 Penalty: 6152.463379
	Iteration 81Q: 3 clusters Score -2.846789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241083 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -28467890.000000 Penalty: 6152.463379
	Iteration 82Q: 3 clusters Score -2.846789e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241111 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -28467884.000000 Penalty: 6152.463379
	Iteration 83Q: 3 clusters Score -2.846788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241136 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -28467858.000000 Penalty: 6152.463379
	Iteration 84Q: 3 clusters Score -2.846786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241158 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -28467864.000000 Penalty: 6152.463379
	Iteration 85Q: 3 clusters Score -2.846786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241176 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -28467896.000000 Penalty: 6152.463379
	Iteration 86Q: 3 clusters Score -2.84679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241189 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -28467890.000000 Penalty: 6152.463379
	Iteration 87Q: 3 clusters Score -2.846789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241202 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -28467876.000000 Penalty: 6152.463379
	Iteration 88Q: 3 clusters Score -2.846788e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241211 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -28467884.000000 Penalty: 6152.463379
	Iteration 89Q: 3 clusters Score -2.846788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241217 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -28467872.000000 Penalty: 6152.463379
	Iteration 90Q: 3 clusters Score -2.846787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241230 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -28467898.000000 Penalty: 6152.463379
	Iteration 91Q: 3 clusters Score -2.84679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241238 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -28467902.000000 Penalty: 6152.463379
	Iteration 92Q: 3 clusters Score -2.84679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241242 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -28467914.000000 Penalty: 6152.463379
	Iteration 93Q: 3 clusters Score -2.846791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241253 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -28467900.000000 Penalty: 6152.463379
	Iteration 94Q: 3 clusters Score -2.84679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241260 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -28467934.000000 Penalty: 6152.463379
	Iteration 95Q: 3 clusters Score -2.846793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241271 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -28467918.000000 Penalty: 6152.463379
	Iteration 96Q: 3 clusters Score -2.846792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241272 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -28467916.000000 Penalty: 6152.463379
	Iteration 97Q: 3 clusters Score -2.846792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241277 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -28467920.000000 Penalty: 6152.463379
	Iteration 98Q: 3 clusters Score -2.846792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241281 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -28467920.000000 Penalty: 6152.463379
	Iteration 99Q: 3 clusters Score -2.846792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241284 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -28467920.000000 Penalty: 6152.463379
	Iteration 100F: 3 clusters Score -2.846792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241284 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -28467904.000000 Penalty: 6152.463379
	Iteration 101Q: 3 clusters Score -2.84679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241286 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -28467910.000000 Penalty: 6152.463379
	Iteration 102Q: 3 clusters Score -2.846791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241289 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -28467908.000000 Penalty: 6152.463379
	Iteration 103Q: 3 clusters Score -2.846791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241293 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -28467918.000000 Penalty: 6152.463379
	Iteration 104Q: 3 clusters Score -2.846792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241294 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -28467896.000000 Penalty: 6152.463379
	Iteration 105Q: 3 clusters Score -2.84679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241296 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -28467914.000000 Penalty: 6152.463379
	Iteration 106Q: 3 clusters Score -2.846791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241297 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -28467908.000000 Penalty: 6152.463379
	Iteration 107Q: 3 clusters Score -2.846791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241298 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -28467914.000000 Penalty: 6152.463379
	Iteration 108Q: 3 clusters Score -2.846791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241298 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -28467914.000000 Penalty: 6152.463379
	Iteration 109F: 3 clusters Score -2.846791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Entering Unmasked Estep 
Score: -2561934.250000 Penalty: 2475.426514
	Iteration 0F: 2 clusters Score -2561934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2546864.250000 Penalty: 4950.853027
	Iteration 0F: 3 clusters Score -2546864 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2551936.750000 Penalty: 4950.853027
	Iteration 1F: 3 clusters Score -2551937 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2552304.250000 Penalty: 4950.853027
	Iteration 2Q: 3 clusters Score -2552304 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2552665.250000 Penalty: 4950.853027
	Iteration 3Q: 3 clusters Score -2552665 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2553109.750000 Penalty: 4950.853027
	Iteration 4Q: 3 clusters Score -2553110 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2553678.250000 Penalty: 4950.853027
	Iteration 5F: 3 clusters Score -2553678 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2554472.000000 Penalty: 4950.853027
	Iteration 6F: 3 clusters Score -2554472 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2555506.250000 Penalty: 4950.853027
	Iteration 7F: 3 clusters Score -2555506 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2556683.750000 Penalty: 4950.853027
	Iteration 8F: 3 clusters Score -2556684 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2557821.750000 Penalty: 4950.853027
	Iteration 9F: 3 clusters Score -2557822 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2558648.250000 Penalty: 4950.853027
	Iteration 10Q: 3 clusters Score -2558648 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2559180.500000 Penalty: 4950.853027
	Iteration 11Q: 3 clusters Score -2559180 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2559425.500000 Penalty: 4950.853027
	Iteration 12Q: 3 clusters Score -2559426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2559556.000000 Penalty: 4950.853027
	Iteration 13Q: 3 clusters Score -2559556 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2559630.750000 Penalty: 4950.853027
	Iteration 14Q: 3 clusters Score -2559631 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2559673.250000 Penalty: 4950.853027
	Iteration 15Q: 3 clusters Score -2559673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2559727.500000 Penalty: 4950.853027
	Iteration 16Q: 3 clusters Score -2559728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2559772.750000 Penalty: 4950.853027
	Iteration 17Q: 3 clusters Score -2559773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2559798.250000 Penalty: 4950.853027
	Iteration 18Q: 3 clusters Score -2559798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2559809.000000 Penalty: 4950.853027
	Iteration 19Q: 3 clusters Score -2559809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2559820.500000 Penalty: 4950.853027
	Iteration 20F: 3 clusters Score -2559820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2559829.750000 Penalty: 4950.853027
	Iteration 21Q: 3 clusters Score -2559830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2559836.750000 Penalty: 4950.853027
	Iteration 22Q: 3 clusters Score -2559837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2559842.250000 Penalty: 4950.853027
	Iteration 23Q: 3 clusters Score -2559842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2559844.250000 Penalty: 4950.853027
	Iteration 24Q: 3 clusters Score -2559844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2559846.000000 Penalty: 4950.853027
	Iteration 25Q: 3 clusters Score -2559846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2559849.250000 Penalty: 4950.853027
	Iteration 26Q: 3 clusters Score -2559849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2559849.250000 Penalty: 4950.853027
	Iteration 27F: 3 clusters Score -2559849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -183575.859375 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -183575.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -181209.062500 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -181209.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -182715.937500 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -182715.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -184553.656250 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -184553.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -185314.375000 Penalty: 3736.712158
	Iteration 3F: 3 clusters Score -185314.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -185855.703125 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -185855.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -186564.921875 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -186564.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -186835.562500 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -186835.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -186917.421875 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -186917.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -186951.546875 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -186951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186968.812500 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -186968.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -186975.921875 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -186975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -186977.406250 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -186977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -186979.015625 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -186979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -186980.796875 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -186980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -186981.468750 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -186981.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -186982.390625 Penalty: 3736.712158
	Iteration 15F: 3 clusters Score -186982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -186983.125000 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -186983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -186983.125000 Penalty: 3736.712158
	Iteration 17F: 3 clusters Score -186983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179248 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 44782 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 12 contains 243814 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 133867 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 172685 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 33454 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 271695 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 36583 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 73242 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 59239 members 
Mstep: Class 36 contains 1214 members 
Entering Unmasked Estep 
Score: -225955536.000000 Penalty: 129591.984375
Splitting cluster 14 changes total score from -225951552.000000 to -225955536.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (16180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Entering Unmasked Estep 
Score: -1910109.000000 Penalty: 2403.499756
	Iteration 0F: 2 clusters Score -1910109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1898538.000000 Penalty: 4806.999512
	Iteration 0F: 3 clusters Score -1898538 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1902239.875000 Penalty: 4806.999512
	Iteration 1F: 3 clusters Score -1902240 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1902706.125000 Penalty: 4806.999512
	Iteration 2F: 3 clusters Score -1902706 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1903219.000000 Penalty: 4806.999512
	Iteration 3F: 3 clusters Score -1903219 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1903828.250000 Penalty: 4806.999512
	Iteration 4F: 3 clusters Score -1903828 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1904578.750000 Penalty: 4806.999512
	Iteration 5F: 3 clusters Score -1904579 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1905407.625000 Penalty: 4806.999512
	Iteration 6F: 3 clusters Score -1905408 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1906208.250000 Penalty: 4806.999512
	Iteration 7F: 3 clusters Score -1906208 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1906814.500000 Penalty: 4806.999512
	Iteration 8F: 3 clusters Score -1906814 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1907240.125000 Penalty: 4806.999512
	Iteration 9Q: 3 clusters Score -1907240 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1907539.875000 Penalty: 4806.999512
	Iteration 10Q: 3 clusters Score -1907540 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1907765.375000 Penalty: 4806.999512
	Iteration 11Q: 3 clusters Score -1907765 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1907929.750000 Penalty: 4806.999512
	Iteration 12Q: 3 clusters Score -1907930 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1908036.625000 Penalty: 4806.999512
	Iteration 13Q: 3 clusters Score -1908037 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1908127.250000 Penalty: 4806.999512
	Iteration 14Q: 3 clusters Score -1908127 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1908209.250000 Penalty: 4806.999512
	Iteration 15Q: 3 clusters Score -1908209 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1908261.375000 Penalty: 4806.999512
	Iteration 16Q: 3 clusters Score -1908261 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1908288.875000 Penalty: 4806.999512
	Iteration 17Q: 3 clusters Score -1908289 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1908310.500000 Penalty: 4806.999512
	Iteration 18Q: 3 clusters Score -1908310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1908336.625000 Penalty: 4806.999512
	Iteration 19Q: 3 clusters Score -1908337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1908344.000000 Penalty: 4806.999512
	Iteration 20F: 3 clusters Score -1908344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1908367.875000 Penalty: 4806.999512
	Iteration 21Q: 3 clusters Score -1908368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1908390.125000 Penalty: 4806.999512
	Iteration 22Q: 3 clusters Score -1908390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1908405.375000 Penalty: 4806.999512
	Iteration 23Q: 3 clusters Score -1908405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1908422.375000 Penalty: 4806.999512
	Iteration 24Q: 3 clusters Score -1908422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1908432.000000 Penalty: 4806.999512
	Iteration 25Q: 3 clusters Score -1908432 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1908440.625000 Penalty: 4806.999512
	Iteration 26Q: 3 clusters Score -1908441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1908447.625000 Penalty: 4806.999512
	Iteration 27Q: 3 clusters Score -1908448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1908454.500000 Penalty: 4806.999512
	Iteration 28Q: 3 clusters Score -1908454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1908456.875000 Penalty: 4806.999512
	Iteration 29Q: 3 clusters Score -1908457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1908458.125000 Penalty: 4806.999512
	Iteration 30Q: 3 clusters Score -1908458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1908461.750000 Penalty: 4806.999512
	Iteration 31Q: 3 clusters Score -1908462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1908464.875000 Penalty: 4806.999512
	Iteration 32Q: 3 clusters Score -1908465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1908465.750000 Penalty: 4806.999512
	Iteration 33Q: 3 clusters Score -1908466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1908467.250000 Penalty: 4806.999512
	Iteration 34Q: 3 clusters Score -1908467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1908463.250000 Penalty: 4806.999512
	Iteration 35Q: 3 clusters Score -1908463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1908470.125000 Penalty: 4806.999512
	Iteration 36Q: 3 clusters Score -1908470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1908467.500000 Penalty: 4806.999512
	Iteration 37Q: 3 clusters Score -1908468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1908474.000000 Penalty: 4806.999512
	Iteration 38Q: 3 clusters Score -1908474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1908476.375000 Penalty: 4806.999512
	Iteration 39Q: 3 clusters Score -1908476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1908480.250000 Penalty: 4806.999512
	Iteration 40F: 3 clusters Score -1908480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1908479.750000 Penalty: 4806.999512
	Iteration 41Q: 3 clusters Score -1908480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1908482.750000 Penalty: 4806.999512
	Iteration 42Q: 3 clusters Score -1908483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1908486.375000 Penalty: 4806.999512
	Iteration 43Q: 3 clusters Score -1908486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1908488.750000 Penalty: 4806.999512
	Iteration 44Q: 3 clusters Score -1908489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1908490.875000 Penalty: 4806.999512
	Iteration 45Q: 3 clusters Score -1908491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1908490.625000 Penalty: 4806.999512
	Iteration 46Q: 3 clusters Score -1908491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1908494.000000 Penalty: 4806.999512
	Iteration 47Q: 3 clusters Score -1908494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1908494.750000 Penalty: 4806.999512
	Iteration 48Q: 3 clusters Score -1908495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1908495.250000 Penalty: 4806.999512
	Iteration 49Q: 3 clusters Score -1908495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1908499.125000 Penalty: 4806.999512
	Iteration 50Q: 3 clusters Score -1908499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1908499.750000 Penalty: 4806.999512
	Iteration 51Q: 3 clusters Score -1908500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1908503.625000 Penalty: 4806.999512
	Iteration 52Q: 3 clusters Score -1908504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1908509.125000 Penalty: 4806.999512
	Iteration 53Q: 3 clusters Score -1908509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1908512.750000 Penalty: 4806.999512
	Iteration 54Q: 3 clusters Score -1908513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1908513.750000 Penalty: 4806.999512
	Iteration 55Q: 3 clusters Score -1908514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1908518.500000 Penalty: 4806.999512
	Iteration 56Q: 3 clusters Score -1908518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1908521.500000 Penalty: 4806.999512
	Iteration 57Q: 3 clusters Score -1908522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1908527.750000 Penalty: 4806.999512
	Iteration 58Q: 3 clusters Score -1908528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1908527.375000 Penalty: 4806.999512
	Iteration 59Q: 3 clusters Score -1908527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1908531.250000 Penalty: 4806.999512
	Iteration 60F: 3 clusters Score -1908531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1908523.500000 Penalty: 4806.999512
	Iteration 61Q: 3 clusters Score -1908524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1908525.375000 Penalty: 4806.999512
	Iteration 62Q: 3 clusters Score -1908525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1908525.625000 Penalty: 4806.999512
	Iteration 63Q: 3 clusters Score -1908526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1908527.875000 Penalty: 4806.999512
	Iteration 64Q: 3 clusters Score -1908528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1908526.125000 Penalty: 4806.999512
	Iteration 65Q: 3 clusters Score -1908526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1908528.125000 Penalty: 4806.999512
	Iteration 66Q: 3 clusters Score -1908528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1908528.125000 Penalty: 4806.999512
	Iteration 67F: 3 clusters Score -1908528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Entering Unmasked Estep 
Score: -2777492.250000 Penalty: 2503.297852
	Iteration 0F: 2 clusters Score -2777492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2760772.000000 Penalty: 5006.595703
	Iteration 0F: 3 clusters Score -2760772 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2766509.500000 Penalty: 5006.595703
	Iteration 1F: 3 clusters Score -2766510 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2766979.750000 Penalty: 5006.595703
	Iteration 2F: 3 clusters Score -2766980 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2767368.000000 Penalty: 5006.595703
	Iteration 3Q: 3 clusters Score -2767368 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2767726.000000 Penalty: 5006.595703
	Iteration 4Q: 3 clusters Score -2767726 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2768120.000000 Penalty: 5006.595703
	Iteration 5Q: 3 clusters Score -2768120 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2768495.000000 Penalty: 5006.595703
	Iteration 6Q: 3 clusters Score -2768495 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2768977.750000 Penalty: 5006.595703
	Iteration 7Q: 3 clusters Score -2768978 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2769582.000000 Penalty: 5006.595703
	Iteration 8Q: 3 clusters Score -2769582 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2770387.000000 Penalty: 5006.595703
	Iteration 9F: 3 clusters Score -2770387 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2771360.250000 Penalty: 5006.595703
	Iteration 10F: 3 clusters Score -2771360 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2772457.750000 Penalty: 5006.595703
	Iteration 11F: 3 clusters Score -2772458 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2773434.750000 Penalty: 5006.595703
	Iteration 12Q: 3 clusters Score -2773435 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2774208.000000 Penalty: 5006.595703
	Iteration 13Q: 3 clusters Score -2774208 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2774668.500000 Penalty: 5006.595703
	Iteration 14Q: 3 clusters Score -2774668 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2774926.000000 Penalty: 5006.595703
	Iteration 15Q: 3 clusters Score -2774926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -2775062.250000 Penalty: 5006.595703
	Iteration 16Q: 3 clusters Score -2775062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2775172.500000 Penalty: 5006.595703
	Iteration 17Q: 3 clusters Score -2775172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -2775247.250000 Penalty: 5006.595703
	Iteration 18Q: 3 clusters Score -2775247 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -2775281.000000 Penalty: 5006.595703
	Iteration 19Q: 3 clusters Score -2775281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2775302.500000 Penalty: 5006.595703
	Iteration 20F: 3 clusters Score -2775302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -2775320.250000 Penalty: 5006.595703
	Iteration 21Q: 3 clusters Score -2775320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -2775330.750000 Penalty: 5006.595703
	Iteration 22Q: 3 clusters Score -2775331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2775347.000000 Penalty: 5006.595703
	Iteration 23Q: 3 clusters Score -2775347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2775349.250000 Penalty: 5006.595703
	Iteration 24Q: 3 clusters Score -2775349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -2775362.500000 Penalty: 5006.595703
	Iteration 25Q: 3 clusters Score -2775362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -2775365.750000 Penalty: 5006.595703
	Iteration 26Q: 3 clusters Score -2775366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2775363.750000 Penalty: 5006.595703
	Iteration 27Q: 3 clusters Score -2775364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2775369.250000 Penalty: 5006.595703
	Iteration 28Q: 3 clusters Score -2775369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -2775371.000000 Penalty: 5006.595703
	Iteration 29Q: 3 clusters Score -2775371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2775375.000000 Penalty: 5006.595703
	Iteration 30Q: 3 clusters Score -2775375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -2775377.750000 Penalty: 5006.595703
	Iteration 31Q: 3 clusters Score -2775378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2775382.750000 Penalty: 5006.595703
	Iteration 32Q: 3 clusters Score -2775383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2775386.750000 Penalty: 5006.595703
	Iteration 33Q: 3 clusters Score -2775387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -2775384.000000 Penalty: 5006.595703
	Iteration 34Q: 3 clusters Score -2775384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -2775385.750000 Penalty: 5006.595703
	Iteration 35Q: 3 clusters Score -2775386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -2775389.750000 Penalty: 5006.595703
	Iteration 36Q: 3 clusters Score -2775390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -2775390.000000 Penalty: 5006.595703
	Iteration 37Q: 3 clusters Score -2775390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2775391.500000 Penalty: 5006.595703
	Iteration 38Q: 3 clusters Score -2775392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2775393.000000 Penalty: 5006.595703
	Iteration 39Q: 3 clusters Score -2775393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2775394.000000 Penalty: 5006.595703
	Iteration 40F: 3 clusters Score -2775394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (133867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133867 members 
Entering Unmasked Estep 
Score: -15327489.000000 Penalty: 2927.541260
	Iteration 0F: 2 clusters Score -1.532749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -15237735.000000 Penalty: 5855.082520
	Iteration 0F: 3 clusters Score -1.523774e+07 nChanged 63868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 73210 members 
Entering Unmasked Estep 
Score: -15275265.000000 Penalty: 5855.082520
	Iteration 1F: 3 clusters Score -1.527526e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -15276838.000000 Penalty: 5855.082520
	Iteration 2Q: 3 clusters Score -1.527684e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 82273 members 
Entering Unmasked Estep 
Score: -15279516.000000 Penalty: 5855.082520
	Iteration 3Q: 3 clusters Score -1.527952e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 90148 members 
Entering Unmasked Estep 
Score: -15284551.000000 Penalty: 5855.082520
	Iteration 4F: 3 clusters Score -1.528455e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -15292835.000000 Penalty: 5855.082520
	Iteration 5F: 3 clusters Score -1.529284e+07 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 113011 members 
Entering Unmasked Estep 
Score: -15304088.000000 Penalty: 5855.082520
	Iteration 6F: 3 clusters Score -1.530409e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -15315072.000000 Penalty: 5855.082520
	Iteration 7F: 3 clusters Score -1.531507e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 130261 members 
Entering Unmasked Estep 
Score: -15321384.000000 Penalty: 5855.082520
	Iteration 8Q: 3 clusters Score -1.532138e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -15323846.000000 Penalty: 5855.082520
	Iteration 9Q: 3 clusters Score -1.532385e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -15324529.000000 Penalty: 5855.082520
	Iteration 10Q: 3 clusters Score -1.532453e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 133578 members 
Entering Unmasked Estep 
Score: -15324755.000000 Penalty: 5855.082520
	Iteration 11Q: 3 clusters Score -1.532476e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -15324848.000000 Penalty: 5855.082520
	Iteration 12Q: 3 clusters Score -1.532485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -15324905.000000 Penalty: 5855.082520
	Iteration 13Q: 3 clusters Score -1.53249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 133637 members 
Entering Unmasked Estep 
Score: -15324909.000000 Penalty: 5855.082520
	Iteration 14Q: 3 clusters Score -1.532491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -15324916.000000 Penalty: 5855.082520
	Iteration 15Q: 3 clusters Score -1.532492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 133641 members 
Entering Unmasked Estep 
Score: -15324936.000000 Penalty: 5855.082520
	Iteration 16Q: 3 clusters Score -1.532494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 133642 members 
Entering Unmasked Estep 
Score: -15324925.000000 Penalty: 5855.082520
	Iteration 17Q: 3 clusters Score -1.532492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -15324923.000000 Penalty: 5855.082520
	Iteration 18Q: 3 clusters Score -1.532492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 133641 members 
Entering Unmasked Estep 
Score: -15324920.000000 Penalty: 5855.082520
	Iteration 19Q: 3 clusters Score -1.532492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 133644 members 
Entering Unmasked Estep 
Score: -15324928.000000 Penalty: 5855.082520
	Iteration 20F: 3 clusters Score -1.532493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 133647 members 
Entering Unmasked Estep 
Score: -15324931.000000 Penalty: 5855.082520
	Iteration 21Q: 3 clusters Score -1.532493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 133649 members 
Entering Unmasked Estep 
Score: -15324930.000000 Penalty: 5855.082520
	Iteration 22Q: 3 clusters Score -1.532493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -15324934.000000 Penalty: 5855.082520
	Iteration 23Q: 3 clusters Score -1.532493e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 133651 members 
Entering Unmasked Estep 
Score: -15324934.000000 Penalty: 5855.082520
	Iteration 24F: 3 clusters Score -1.532493e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Entering Unmasked Estep 
Score: -2941442.750000 Penalty: 2517.953613
	Iteration 0F: 2 clusters Score -2941443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2923710.500000 Penalty: 5035.907227
	Iteration 0F: 3 clusters Score -2923710 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2929898.250000 Penalty: 5035.907227
	Iteration 1F: 3 clusters Score -2929898 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2930555.250000 Penalty: 5035.907227
	Iteration 2F: 3 clusters Score -2930555 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2931251.250000 Penalty: 5035.907227
	Iteration 3F: 3 clusters Score -2931251 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2932112.250000 Penalty: 5035.907227
	Iteration 4F: 3 clusters Score -2932112 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2933107.250000 Penalty: 5035.907227
	Iteration 5F: 3 clusters Score -2933107 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2934086.750000 Penalty: 5035.907227
	Iteration 6F: 3 clusters Score -2934087 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2934997.250000 Penalty: 5035.907227
	Iteration 7F: 3 clusters Score -2934997 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2935871.000000 Penalty: 5035.907227
	Iteration 8Q: 3 clusters Score -2935871 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2936722.000000 Penalty: 5035.907227
	Iteration 9Q: 3 clusters Score -2936722 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2937514.750000 Penalty: 5035.907227
	Iteration 10Q: 3 clusters Score -2937515 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2938201.500000 Penalty: 5035.907227
	Iteration 11Q: 3 clusters Score -2938202 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2938700.750000 Penalty: 5035.907227
	Iteration 12Q: 3 clusters Score -2938701 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2938979.750000 Penalty: 5035.907227
	Iteration 13Q: 3 clusters Score -2938980 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2939169.250000 Penalty: 5035.907227
	Iteration 14Q: 3 clusters Score -2939169 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2939278.750000 Penalty: 5035.907227
	Iteration 15Q: 3 clusters Score -2939279 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2939367.500000 Penalty: 5035.907227
	Iteration 16Q: 3 clusters Score -2939368 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2939421.250000 Penalty: 5035.907227
	Iteration 17Q: 3 clusters Score -2939421 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -2939457.250000 Penalty: 5035.907227
	Iteration 18Q: 3 clusters Score -2939457 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2939474.500000 Penalty: 5035.907227
	Iteration 19Q: 3 clusters Score -2939474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -2939495.250000 Penalty: 5035.907227
	Iteration 20F: 3 clusters Score -2939495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -2939518.250000 Penalty: 5035.907227
	Iteration 21Q: 3 clusters Score -2939518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2939545.000000 Penalty: 5035.907227
	Iteration 22Q: 3 clusters Score -2939545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -2939568.000000 Penalty: 5035.907227
	Iteration 23Q: 3 clusters Score -2939568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2939583.000000 Penalty: 5035.907227
	Iteration 24Q: 3 clusters Score -2939583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2939587.500000 Penalty: 5035.907227
	Iteration 25Q: 3 clusters Score -2939588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2939602.000000 Penalty: 5035.907227
	Iteration 26Q: 3 clusters Score -2939602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2939606.000000 Penalty: 5035.907227
	Iteration 27Q: 3 clusters Score -2939606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -2939611.750000 Penalty: 5035.907227
	Iteration 28Q: 3 clusters Score -2939612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2939619.750000 Penalty: 5035.907227
	Iteration 29Q: 3 clusters Score -2939620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -2939627.750000 Penalty: 5035.907227
	Iteration 30Q: 3 clusters Score -2939628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -2939633.000000 Penalty: 5035.907227
	Iteration 31Q: 3 clusters Score -2939633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2939626.250000 Penalty: 5035.907227
	Iteration 32Q: 3 clusters Score -2939626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -2939632.250000 Penalty: 5035.907227
	Iteration 33Q: 3 clusters Score -2939632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -2939632.250000 Penalty: 5035.907227
	Iteration 34Q: 3 clusters Score -2939632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2939635.000000 Penalty: 5035.907227
	Iteration 35Q: 3 clusters Score -2939635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2939637.250000 Penalty: 5035.907227
	Iteration 36Q: 3 clusters Score -2939637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -2939642.250000 Penalty: 5035.907227
	Iteration 37Q: 3 clusters Score -2939642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2939640.750000 Penalty: 5035.907227
	Iteration 38Q: 3 clusters Score -2939641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2939637.250000 Penalty: 5035.907227
	Iteration 39Q: 3 clusters Score -2939637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -2939649.000000 Penalty: 5035.907227
	Iteration 40F: 3 clusters Score -2939649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -2939651.250000 Penalty: 5035.907227
	Iteration 41Q: 3 clusters Score -2939651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -2939650.500000 Penalty: 5035.907227
	Iteration 42Q: 3 clusters Score -2939650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2939649.750000 Penalty: 5035.907227
	Iteration 43Q: 3 clusters Score -2939650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2939645.500000 Penalty: 5035.907227
	Iteration 44Q: 3 clusters Score -2939646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -2939651.000000 Penalty: 5035.907227
	Iteration 45Q: 3 clusters Score -2939651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -2939659.250000 Penalty: 5035.907227
	Iteration 46Q: 3 clusters Score -2939659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2939658.750000 Penalty: 5035.907227
	Iteration 47Q: 3 clusters Score -2939659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2939656.750000 Penalty: 5035.907227
	Iteration 48Q: 3 clusters Score -2939657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2939659.750000 Penalty: 5035.907227
	Iteration 49Q: 3 clusters Score -2939660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2939660.500000 Penalty: 5035.907227
	Iteration 50Q: 3 clusters Score -2939660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2939656.750000 Penalty: 5035.907227
	Iteration 51Q: 3 clusters Score -2939657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2939663.750000 Penalty: 5035.907227
	Iteration 52Q: 3 clusters Score -2939664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2939668.250000 Penalty: 5035.907227
	Iteration 53Q: 3 clusters Score -2939668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2939670.250000 Penalty: 5035.907227
	Iteration 54Q: 3 clusters Score -2939670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2939668.750000 Penalty: 5035.907227
	Iteration 55Q: 3 clusters Score -2939669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -2939676.250000 Penalty: 5035.907227
	Iteration 56Q: 3 clusters Score -2939676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -2939675.250000 Penalty: 5035.907227
	Iteration 57Q: 3 clusters Score -2939675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -2939674.000000 Penalty: 5035.907227
	Iteration 58Q: 3 clusters Score -2939674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2939677.500000 Penalty: 5035.907227
	Iteration 59Q: 3 clusters Score -2939678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -2939676.000000 Penalty: 5035.907227
	Iteration 60F: 3 clusters Score -2939676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -2939679.000000 Penalty: 5035.907227
	Iteration 61Q: 3 clusters Score -2939679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -2939680.500000 Penalty: 5035.907227
	Iteration 62Q: 3 clusters Score -2939680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -2939679.750000 Penalty: 5035.907227
	Iteration 63Q: 3 clusters Score -2939680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2939672.500000 Penalty: 5035.907227
	Iteration 64Q: 3 clusters Score -2939672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2939674.500000 Penalty: 5035.907227
	Iteration 65Q: 3 clusters Score -2939674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2939675.000000 Penalty: 5035.907227
	Iteration 66Q: 3 clusters Score -2939675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2939675.500000 Penalty: 5035.907227
	Iteration 67Q: 3 clusters Score -2939676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -2939676.000000 Penalty: 5035.907227
	Iteration 68Q: 3 clusters Score -2939676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -2939673.500000 Penalty: 5035.907227
	Iteration 69Q: 3 clusters Score -2939674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -2939674.250000 Penalty: 5035.907227
	Iteration 70Q: 3 clusters Score -2939674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2939674.750000 Penalty: 5035.907227
	Iteration 71Q: 3 clusters Score -2939675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2939677.500000 Penalty: 5035.907227
	Iteration 72Q: 3 clusters Score -2939678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2939676.750000 Penalty: 5035.907227
	Iteration 73Q: 3 clusters Score -2939677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -2939676.750000 Penalty: 5035.907227
	Iteration 74F: 3 clusters Score -2939677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Entering Unmasked Estep 
Score: -1706081.625000 Penalty: 2374.544189
	Iteration 0F: 2 clusters Score -1706082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1695709.000000 Penalty: 4749.088379
	Iteration 0F: 3 clusters Score -1695709 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1699094.875000 Penalty: 4749.088379
	Iteration 1F: 3 clusters Score -1699095 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1699654.250000 Penalty: 4749.088379
	Iteration 2F: 3 clusters Score -1699654 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1700242.500000 Penalty: 4749.088379
	Iteration 3F: 3 clusters Score -1700242 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1700883.625000 Penalty: 4749.088379
	Iteration 4F: 3 clusters Score -1700884 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1701492.000000 Penalty: 4749.088379
	Iteration 5F: 3 clusters Score -1701492 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1701980.875000 Penalty: 4749.088379
	Iteration 6F: 3 clusters Score -1701981 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1702351.750000 Penalty: 4749.088379
	Iteration 7Q: 3 clusters Score -1702352 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1702590.625000 Penalty: 4749.088379
	Iteration 8Q: 3 clusters Score -1702591 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1702757.750000 Penalty: 4749.088379
	Iteration 9Q: 3 clusters Score -1702758 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1702902.875000 Penalty: 4749.088379
	Iteration 10Q: 3 clusters Score -1702903 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1703023.750000 Penalty: 4749.088379
	Iteration 11Q: 3 clusters Score -1703024 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1703146.125000 Penalty: 4749.088379
	Iteration 12Q: 3 clusters Score -1703146 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1703252.375000 Penalty: 4749.088379
	Iteration 13Q: 3 clusters Score -1703252 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1703351.750000 Penalty: 4749.088379
	Iteration 14Q: 3 clusters Score -1703352 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1703448.375000 Penalty: 4749.088379
	Iteration 15Q: 3 clusters Score -1703448 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1703527.000000 Penalty: 4749.088379
	Iteration 16Q: 3 clusters Score -1703527 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1703599.750000 Penalty: 4749.088379
	Iteration 17Q: 3 clusters Score -1703600 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1703663.000000 Penalty: 4749.088379
	Iteration 18Q: 3 clusters Score -1703663 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1703726.875000 Penalty: 4749.088379
	Iteration 19Q: 3 clusters Score -1703727 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1703775.000000 Penalty: 4749.088379
	Iteration 20F: 3 clusters Score -1703775 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1703824.750000 Penalty: 4749.088379
	Iteration 21Q: 3 clusters Score -1703825 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1703869.375000 Penalty: 4749.088379
	Iteration 22Q: 3 clusters Score -1703869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1703904.875000 Penalty: 4749.088379
	Iteration 23Q: 3 clusters Score -1703905 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1703931.000000 Penalty: 4749.088379
	Iteration 24Q: 3 clusters Score -1703931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1703962.125000 Penalty: 4749.088379
	Iteration 25Q: 3 clusters Score -1703962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1703978.125000 Penalty: 4749.088379
	Iteration 26Q: 3 clusters Score -1703978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1703998.625000 Penalty: 4749.088379
	Iteration 27Q: 3 clusters Score -1703999 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1704019.875000 Penalty: 4749.088379
	Iteration 28Q: 3 clusters Score -1704020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1704040.250000 Penalty: 4749.088379
	Iteration 29Q: 3 clusters Score -1704040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1704054.250000 Penalty: 4749.088379
	Iteration 30Q: 3 clusters Score -1704054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -1704062.500000 Penalty: 4749.088379
	Iteration 31Q: 3 clusters Score -1704062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1704070.625000 Penalty: 4749.088379
	Iteration 32Q: 3 clusters Score -1704071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1704081.500000 Penalty: 4749.088379
	Iteration 33Q: 3 clusters Score -1704082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1704087.125000 Penalty: 4749.088379
	Iteration 34Q: 3 clusters Score -1704087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1704091.375000 Penalty: 4749.088379
	Iteration 35Q: 3 clusters Score -1704091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1704101.000000 Penalty: 4749.088379
	Iteration 36Q: 3 clusters Score -1704101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1704111.625000 Penalty: 4749.088379
	Iteration 37Q: 3 clusters Score -1704112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1704119.375000 Penalty: 4749.088379
	Iteration 38Q: 3 clusters Score -1704119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1704132.250000 Penalty: 4749.088379
	Iteration 39Q: 3 clusters Score -1704132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1704137.125000 Penalty: 4749.088379
	Iteration 40F: 3 clusters Score -1704137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1704139.250000 Penalty: 4749.088379
	Iteration 41Q: 3 clusters Score -1704139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1704142.000000 Penalty: 4749.088379
	Iteration 42Q: 3 clusters Score -1704142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1704146.000000 Penalty: 4749.088379
	Iteration 43Q: 3 clusters Score -1704146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1704146.000000 Penalty: 4749.088379
	Iteration 44Q: 3 clusters Score -1704146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1704151.000000 Penalty: 4749.088379
	Iteration 45Q: 3 clusters Score -1704151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1704153.500000 Penalty: 4749.088379
	Iteration 46Q: 3 clusters Score -1704154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1704154.250000 Penalty: 4749.088379
	Iteration 47Q: 3 clusters Score -1704154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1704154.500000 Penalty: 4749.088379
	Iteration 48Q: 3 clusters Score -1704154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1704160.250000 Penalty: 4749.088379
	Iteration 49Q: 3 clusters Score -1704160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -1704160.500000 Penalty: 4749.088379
	Iteration 50Q: 3 clusters Score -1704160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1704160.125000 Penalty: 4749.088379
	Iteration 51Q: 3 clusters Score -1704160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1704158.375000 Penalty: 4749.088379
	Iteration 52Q: 3 clusters Score -1704158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1704156.500000 Penalty: 4749.088379
	Iteration 53Q: 3 clusters Score -1704156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1704163.000000 Penalty: 4749.088379
	Iteration 54Q: 3 clusters Score -1704163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1704165.000000 Penalty: 4749.088379
	Iteration 55Q: 3 clusters Score -1704165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1704167.750000 Penalty: 4749.088379
	Iteration 56Q: 3 clusters Score -1704168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1704166.875000 Penalty: 4749.088379
	Iteration 57Q: 3 clusters Score -1704167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1704172.000000 Penalty: 4749.088379
	Iteration 58Q: 3 clusters Score -1704172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1704174.875000 Penalty: 4749.088379
	Iteration 59Q: 3 clusters Score -1704175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1704173.250000 Penalty: 4749.088379
	Iteration 60F: 3 clusters Score -1704173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1704175.000000 Penalty: 4749.088379
	Iteration 61Q: 3 clusters Score -1704175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1704175.250000 Penalty: 4749.088379
	Iteration 62Q: 3 clusters Score -1704175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1704177.250000 Penalty: 4749.088379
	Iteration 63Q: 3 clusters Score -1704177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1704179.125000 Penalty: 4749.088379
	Iteration 64Q: 3 clusters Score -1704179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1704182.750000 Penalty: 4749.088379
	Iteration 65Q: 3 clusters Score -1704183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1704184.375000 Penalty: 4749.088379
	Iteration 66Q: 3 clusters Score -1704184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1704182.500000 Penalty: 4749.088379
	Iteration 67Q: 3 clusters Score -1704182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1704188.000000 Penalty: 4749.088379
	Iteration 68Q: 3 clusters Score -1704188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1704193.500000 Penalty: 4749.088379
	Iteration 69Q: 3 clusters Score -1704194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1704194.875000 Penalty: 4749.088379
	Iteration 70Q: 3 clusters Score -1704195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1704193.875000 Penalty: 4749.088379
	Iteration 71Q: 3 clusters Score -1704194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1704197.000000 Penalty: 4749.088379
	Iteration 72Q: 3 clusters Score -1704197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1704201.250000 Penalty: 4749.088379
	Iteration 73Q: 3 clusters Score -1704201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1704199.750000 Penalty: 4749.088379
	Iteration 74Q: 3 clusters Score -1704200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1704200.375000 Penalty: 4749.088379
	Iteration 75Q: 3 clusters Score -1704200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1704204.375000 Penalty: 4749.088379
	Iteration 76Q: 3 clusters Score -1704204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1704204.000000 Penalty: 4749.088379
	Iteration 77Q: 3 clusters Score -1704204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1704203.000000 Penalty: 4749.088379
	Iteration 78Q: 3 clusters Score -1704203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1704202.875000 Penalty: 4749.088379
	Iteration 79Q: 3 clusters Score -1704203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1704202.875000 Penalty: 4749.088379
	Iteration 80F: 3 clusters Score -1704203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Entering Unmasked Estep 
Score: -1011746.062500 Penalty: 2263.081055
	Iteration 0F: 2 clusters Score -1011746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1004587.000000 Penalty: 4526.162109
	Iteration 0F: 3 clusters Score -1004587 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1006799.562500 Penalty: 4526.162109
	Iteration 1F: 3 clusters Score -1006800 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1007342.000000 Penalty: 4526.162109
	Iteration 2F: 3 clusters Score -1007342 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1007873.687500 Penalty: 4526.162109
	Iteration 3F: 3 clusters Score -1007874 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1008376.875000 Penalty: 4526.162109
	Iteration 4F: 3 clusters Score -1008377 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1008803.500000 Penalty: 4526.162109
	Iteration 5F: 3 clusters Score -1008804 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1009151.437500 Penalty: 4526.162109
	Iteration 6F: 3 clusters Score -1009151 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1009422.187500 Penalty: 4526.162109
	Iteration 7Q: 3 clusters Score -1009422 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1009620.500000 Penalty: 4526.162109
	Iteration 8Q: 3 clusters Score -1009620 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1009773.000000 Penalty: 4526.162109
	Iteration 9Q: 3 clusters Score -1009773 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1009901.187500 Penalty: 4526.162109
	Iteration 10Q: 3 clusters Score -1009901 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1010011.687500 Penalty: 4526.162109
	Iteration 11Q: 3 clusters Score -1010012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1010089.500000 Penalty: 4526.162109
	Iteration 12Q: 3 clusters Score -1010090 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1010159.000000 Penalty: 4526.162109
	Iteration 13Q: 3 clusters Score -1010159 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1010215.250000 Penalty: 4526.162109
	Iteration 14Q: 3 clusters Score -1010215 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1010270.125000 Penalty: 4526.162109
	Iteration 15Q: 3 clusters Score -1010270 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1010329.062500 Penalty: 4526.162109
	Iteration 16Q: 3 clusters Score -1010329 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1010381.062500 Penalty: 4526.162109
	Iteration 17Q: 3 clusters Score -1010381 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1010426.562500 Penalty: 4526.162109
	Iteration 18Q: 3 clusters Score -1010427 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1010474.750000 Penalty: 4526.162109
	Iteration 19Q: 3 clusters Score -1010475 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1010526.375000 Penalty: 4526.162109
	Iteration 20F: 3 clusters Score -1010526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1010565.562500 Penalty: 4526.162109
	Iteration 21Q: 3 clusters Score -1010566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1010600.375000 Penalty: 4526.162109
	Iteration 22Q: 3 clusters Score -1010600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1010642.500000 Penalty: 4526.162109
	Iteration 23Q: 3 clusters Score -1010642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1010670.937500 Penalty: 4526.162109
	Iteration 24Q: 3 clusters Score -1010671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1010696.187500 Penalty: 4526.162109
	Iteration 25Q: 3 clusters Score -1010696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1010726.500000 Penalty: 4526.162109
	Iteration 26Q: 3 clusters Score -1010726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1010752.312500 Penalty: 4526.162109
	Iteration 27Q: 3 clusters Score -1010752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1010762.250000 Penalty: 4526.162109
	Iteration 28Q: 3 clusters Score -1010762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1010777.250000 Penalty: 4526.162109
	Iteration 29Q: 3 clusters Score -1010777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1010785.500000 Penalty: 4526.162109
	Iteration 30Q: 3 clusters Score -1010786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1010788.250000 Penalty: 4526.162109
	Iteration 31Q: 3 clusters Score -1010788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1010793.187500 Penalty: 4526.162109
	Iteration 32Q: 3 clusters Score -1010793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1010795.062500 Penalty: 4526.162109
	Iteration 33Q: 3 clusters Score -1010795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1010795.000000 Penalty: 4526.162109
	Iteration 34Q: 3 clusters Score -1010795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1010796.750000 Penalty: 4526.162109
	Iteration 35Q: 3 clusters Score -1010797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1010799.437500 Penalty: 4526.162109
	Iteration 36Q: 3 clusters Score -1010799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1010797.687500 Penalty: 4526.162109
	Iteration 37Q: 3 clusters Score -1010798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1010798.750000 Penalty: 4526.162109
	Iteration 38Q: 3 clusters Score -1010799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1010797.812500 Penalty: 4526.162109
	Iteration 39Q: 3 clusters Score -1010798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1010800.687500 Penalty: 4526.162109
	Iteration 40F: 3 clusters Score -1010801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1010802.312500 Penalty: 4526.162109
	Iteration 41Q: 3 clusters Score -1010802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1010802.937500 Penalty: 4526.162109
	Iteration 42Q: 3 clusters Score -1010803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1010802.937500 Penalty: 4526.162109
	Iteration 43F: 3 clusters Score -1010803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Entering Unmasked Estep 
Score: -864789.500000 Penalty: 2225.296875
	Iteration 0F: 2 clusters Score -864789.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -858526.437500 Penalty: 4450.593750
	Iteration 0F: 3 clusters Score -858526.4 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -860277.750000 Penalty: 4450.593750
	Iteration 1F: 3 clusters Score -860277.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -860659.562500 Penalty: 4450.593750
	Iteration 2F: 3 clusters Score -860659.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -860980.562500 Penalty: 4450.593750
	Iteration 3F: 3 clusters Score -860980.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -861256.750000 Penalty: 4450.593750
	Iteration 4F: 3 clusters Score -861256.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -861527.437500 Penalty: 4450.593750
	Iteration 5F: 3 clusters Score -861527.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -861806.062500 Penalty: 4450.593750
	Iteration 6Q: 3 clusters Score -861806.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -862026.937500 Penalty: 4450.593750
	Iteration 7Q: 3 clusters Score -862026.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -862220.875000 Penalty: 4450.593750
	Iteration 8Q: 3 clusters Score -862220.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -862385.937500 Penalty: 4450.593750
	Iteration 9Q: 3 clusters Score -862385.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -862541.437500 Penalty: 4450.593750
	Iteration 10Q: 3 clusters Score -862541.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -862673.937500 Penalty: 4450.593750
	Iteration 11Q: 3 clusters Score -862673.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -862772.562500 Penalty: 4450.593750
	Iteration 12Q: 3 clusters Score -862772.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -862870.562500 Penalty: 4450.593750
	Iteration 13Q: 3 clusters Score -862870.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -862973.875000 Penalty: 4450.593750
	Iteration 14Q: 3 clusters Score -862973.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -863071.687500 Penalty: 4450.593750
	Iteration 15Q: 3 clusters Score -863071.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -863177.562500 Penalty: 4450.593750
	Iteration 16Q: 3 clusters Score -863177.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -863281.625000 Penalty: 4450.593750
	Iteration 17Q: 3 clusters Score -863281.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -863353.687500 Penalty: 4450.593750
	Iteration 18Q: 3 clusters Score -863353.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -863404.437500 Penalty: 4450.593750
	Iteration 19Q: 3 clusters Score -863404.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -863456.187500 Penalty: 4450.593750
	Iteration 20F: 3 clusters Score -863456.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -863489.687500 Penalty: 4450.593750
	Iteration 21Q: 3 clusters Score -863489.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -863512.437500 Penalty: 4450.593750
	Iteration 22Q: 3 clusters Score -863512.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -863540.875000 Penalty: 4450.593750
	Iteration 23Q: 3 clusters Score -863540.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -863556.000000 Penalty: 4450.593750
	Iteration 24Q: 3 clusters Score -863556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -863566.250000 Penalty: 4450.593750
	Iteration 25Q: 3 clusters Score -863566.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -863573.250000 Penalty: 4450.593750
	Iteration 26Q: 3 clusters Score -863573.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -863580.687500 Penalty: 4450.593750
	Iteration 27Q: 3 clusters Score -863580.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -863587.312500 Penalty: 4450.593750
	Iteration 28Q: 3 clusters Score -863587.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -863594.250000 Penalty: 4450.593750
	Iteration 29Q: 3 clusters Score -863594.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -863601.187500 Penalty: 4450.593750
	Iteration 30Q: 3 clusters Score -863601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -863608.375000 Penalty: 4450.593750
	Iteration 31Q: 3 clusters Score -863608.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -863615.312500 Penalty: 4450.593750
	Iteration 32Q: 3 clusters Score -863615.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -863621.250000 Penalty: 4450.593750
	Iteration 33Q: 3 clusters Score -863621.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -863629.875000 Penalty: 4450.593750
	Iteration 34Q: 3 clusters Score -863629.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -863637.250000 Penalty: 4450.593750
	Iteration 35Q: 3 clusters Score -863637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -863647.000000 Penalty: 4450.593750
	Iteration 36Q: 3 clusters Score -863647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -863652.937500 Penalty: 4450.593750
	Iteration 37Q: 3 clusters Score -863652.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -863665.062500 Penalty: 4450.593750
	Iteration 38Q: 3 clusters Score -863665.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -863669.625000 Penalty: 4450.593750
	Iteration 39Q: 3 clusters Score -863669.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -863675.562500 Penalty: 4450.593750
	Iteration 40F: 3 clusters Score -863675.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -863685.250000 Penalty: 4450.593750
	Iteration 41Q: 3 clusters Score -863685.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -863695.625000 Penalty: 4450.593750
	Iteration 42Q: 3 clusters Score -863695.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -863698.562500 Penalty: 4450.593750
	Iteration 43Q: 3 clusters Score -863698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -863703.250000 Penalty: 4450.593750
	Iteration 44Q: 3 clusters Score -863703.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -863708.437500 Penalty: 4450.593750
	Iteration 45Q: 3 clusters Score -863708.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -863713.500000 Penalty: 4450.593750
	Iteration 46Q: 3 clusters Score -863713.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -863720.062500 Penalty: 4450.593750
	Iteration 47Q: 3 clusters Score -863720.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -863721.875000 Penalty: 4450.593750
	Iteration 48Q: 3 clusters Score -863721.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -863728.437500 Penalty: 4450.593750
	Iteration 49Q: 3 clusters Score -863728.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -863733.500000 Penalty: 4450.593750
	Iteration 50Q: 3 clusters Score -863733.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -863741.625000 Penalty: 4450.593750
	Iteration 51Q: 3 clusters Score -863741.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -863752.562500 Penalty: 4450.593750
	Iteration 52Q: 3 clusters Score -863752.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -863762.500000 Penalty: 4450.593750
	Iteration 53Q: 3 clusters Score -863762.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -863769.937500 Penalty: 4450.593750
	Iteration 54Q: 3 clusters Score -863769.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -863776.250000 Penalty: 4450.593750
	Iteration 55Q: 3 clusters Score -863776.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -863783.375000 Penalty: 4450.593750
	Iteration 56Q: 3 clusters Score -863783.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -863793.000000 Penalty: 4450.593750
	Iteration 57Q: 3 clusters Score -863793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -863799.000000 Penalty: 4450.593750
	Iteration 58Q: 3 clusters Score -863799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -863810.875000 Penalty: 4450.593750
	Iteration 59Q: 3 clusters Score -863810.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -863819.125000 Penalty: 4450.593750
	Iteration 60F: 3 clusters Score -863819.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -863825.875000 Penalty: 4450.593750
	Iteration 61Q: 3 clusters Score -863825.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -863834.000000 Penalty: 4450.593750
	Iteration 62Q: 3 clusters Score -863834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -863840.000000 Penalty: 4450.593750
	Iteration 63Q: 3 clusters Score -863840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -863844.812500 Penalty: 4450.593750
	Iteration 64Q: 3 clusters Score -863844.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -863848.312500 Penalty: 4450.593750
	Iteration 65Q: 3 clusters Score -863848.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -863850.812500 Penalty: 4450.593750
	Iteration 66Q: 3 clusters Score -863850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -863852.937500 Penalty: 4450.593750
	Iteration 67Q: 3 clusters Score -863852.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -863857.312500 Penalty: 4450.593750
	Iteration 68Q: 3 clusters Score -863857.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -863867.125000 Penalty: 4450.593750
	Iteration 69Q: 3 clusters Score -863867.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -863875.562500 Penalty: 4450.593750
	Iteration 70Q: 3 clusters Score -863875.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -863880.750000 Penalty: 4450.593750
	Iteration 71Q: 3 clusters Score -863880.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -863888.000000 Penalty: 4450.593750
	Iteration 72Q: 3 clusters Score -863888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -863893.625000 Penalty: 4450.593750
	Iteration 73Q: 3 clusters Score -863893.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -863902.250000 Penalty: 4450.593750
	Iteration 74Q: 3 clusters Score -863902.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -863915.250000 Penalty: 4450.593750
	Iteration 75Q: 3 clusters Score -863915.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -863931.062500 Penalty: 4450.593750
	Iteration 76Q: 3 clusters Score -863931.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -863945.437500 Penalty: 4450.593750
	Iteration 77Q: 3 clusters Score -863945.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -863962.562500 Penalty: 4450.593750
	Iteration 78Q: 3 clusters Score -863962.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -863974.812500 Penalty: 4450.593750
	Iteration 79Q: 3 clusters Score -863974.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -863988.375000 Penalty: 4450.593750
	Iteration 80F: 3 clusters Score -863988.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -864007.875000 Penalty: 4450.593750
	Iteration 81Q: 3 clusters Score -864007.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -864029.562500 Penalty: 4450.593750
	Iteration 82Q: 3 clusters Score -864029.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -864051.937500 Penalty: 4450.593750
	Iteration 83Q: 3 clusters Score -864051.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -864075.312500 Penalty: 4450.593750
	Iteration 84Q: 3 clusters Score -864075.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -864112.000000 Penalty: 4450.593750
	Iteration 85Q: 3 clusters Score -864112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -864150.687500 Penalty: 4450.593750
	Iteration 86Q: 3 clusters Score -864150.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -864227.875000 Penalty: 4450.593750
	Iteration 87Q: 3 clusters Score -864227.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -864365.812500 Penalty: 4450.593750
	Iteration 88Q: 3 clusters Score -864365.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -864529.625000 Penalty: 4450.593750
	Iteration 89Q: 3 clusters Score -864529.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -864631.187500 Penalty: 4450.593750
	Iteration 90Q: 3 clusters Score -864631.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -864692.312500 Penalty: 4450.593750
	Iteration 91Q: 3 clusters Score -864692.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -864721.250000 Penalty: 4450.593750
	Iteration 92Q: 3 clusters Score -864721.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -864736.187500 Penalty: 4450.593750
	Iteration 93Q: 3 clusters Score -864736.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -864743.187500 Penalty: 4450.593750
	Iteration 94Q: 3 clusters Score -864743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -864747.500000 Penalty: 4450.593750
	Iteration 95Q: 3 clusters Score -864747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -864746.375000 Penalty: 4450.593750
	Iteration 96Q: 3 clusters Score -864746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -864748.375000 Penalty: 4450.593750
	Iteration 97Q: 3 clusters Score -864748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -864749.062500 Penalty: 4450.593750
	Iteration 98Q: 3 clusters Score -864749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -864749.687500 Penalty: 4450.593750
	Iteration 99Q: 3 clusters Score -864749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -864749.937500 Penalty: 4450.593750
	Iteration 100F: 3 clusters Score -864749.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -864751.875000 Penalty: 4450.593750
	Iteration 101Q: 3 clusters Score -864751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -864752.812500 Penalty: 4450.593750
	Iteration 102Q: 3 clusters Score -864752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -864754.437500 Penalty: 4450.593750
	Iteration 103Q: 3 clusters Score -864754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -864753.312500 Penalty: 4450.593750
	Iteration 104Q: 3 clusters Score -864753.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -864753.312500 Penalty: 4450.593750
	Iteration 105F: 3 clusters Score -864753.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (172685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172685 members 
Entering Unmasked Estep 
Score: -19961062.000000 Penalty: 2990.687500
	Iteration 0F: 2 clusters Score -1.996106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -19845700.000000 Penalty: 5981.375000
	Iteration 0F: 3 clusters Score -1.98457e+07 nChanged 83054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -19893766.000000 Penalty: 5981.375000
	Iteration 1F: 3 clusters Score -1.989377e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81883 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -19894782.000000 Penalty: 5981.375000
	Iteration 2Q: 3 clusters Score -1.989478e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -19896122.000000 Penalty: 5981.375000
	Iteration 3Q: 3 clusters Score -1.989612e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -19898144.000000 Penalty: 5981.375000
	Iteration 4Q: 3 clusters Score -1.989814e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 105662 members 
Entering Unmasked Estep 
Score: -19901834.000000 Penalty: 5981.375000
	Iteration 5Q: 3 clusters Score -1.990183e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 115969 members 
Entering Unmasked Estep 
Score: -19908744.000000 Penalty: 5981.375000
	Iteration 6F: 3 clusters Score -1.990874e+07 nChanged 13770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 129103 members 
Entering Unmasked Estep 
Score: -19919876.000000 Penalty: 5981.375000
	Iteration 7F: 3 clusters Score -1.991988e+07 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 143416 members 
Entering Unmasked Estep 
Score: -19933376.000000 Penalty: 5981.375000
	Iteration 8F: 3 clusters Score -1.993338e+07 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 155394 members 
Entering Unmasked Estep 
Score: -19944990.000000 Penalty: 5981.375000
	Iteration 9F: 3 clusters Score -1.994499e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 163242 members 
Entering Unmasked Estep 
Score: -19951652.000000 Penalty: 5981.375000
	Iteration 10Q: 3 clusters Score -1.995165e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 167682 members 
Entering Unmasked Estep 
Score: -19955364.000000 Penalty: 5981.375000
	Iteration 11Q: 3 clusters Score -1.995536e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -19956974.000000 Penalty: 5981.375000
	Iteration 12Q: 3 clusters Score -1.995697e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 170907 members 
Entering Unmasked Estep 
Score: -19957764.000000 Penalty: 5981.375000
	Iteration 13Q: 3 clusters Score -1.995776e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 171379 members 
Entering Unmasked Estep 
Score: -19958156.000000 Penalty: 5981.375000
	Iteration 14Q: 3 clusters Score -1.995816e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -19958332.000000 Penalty: 5981.375000
	Iteration 15Q: 3 clusters Score -1.995833e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 171696 members 
Entering Unmasked Estep 
Score: -19958450.000000 Penalty: 5981.375000
	Iteration 16Q: 3 clusters Score -1.995845e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -19958536.000000 Penalty: 5981.375000
	Iteration 17Q: 3 clusters Score -1.995854e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 171783 members 
Entering Unmasked Estep 
Score: -19958586.000000 Penalty: 5981.375000
	Iteration 18Q: 3 clusters Score -1.995859e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 171803 members 
Entering Unmasked Estep 
Score: -19958630.000000 Penalty: 5981.375000
	Iteration 19Q: 3 clusters Score -1.995863e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 171818 members 
Entering Unmasked Estep 
Score: -19958678.000000 Penalty: 5981.375000
	Iteration 20F: 3 clusters Score -1.995868e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 171828 members 
Entering Unmasked Estep 
Score: -19958708.000000 Penalty: 5981.375000
	Iteration 21Q: 3 clusters Score -1.995871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 171835 members 
Entering Unmasked Estep 
Score: -19958728.000000 Penalty: 5981.375000
	Iteration 22Q: 3 clusters Score -1.995873e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -19958766.000000 Penalty: 5981.375000
	Iteration 23Q: 3 clusters Score -1.995877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -19958782.000000 Penalty: 5981.375000
	Iteration 24Q: 3 clusters Score -1.995878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 171853 members 
Entering Unmasked Estep 
Score: -19958782.000000 Penalty: 5981.375000
	Iteration 25Q: 3 clusters Score -1.995878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -19958762.000000 Penalty: 5981.375000
	Iteration 26Q: 3 clusters Score -1.995876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -19958776.000000 Penalty: 5981.375000
	Iteration 27Q: 3 clusters Score -1.995878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 171866 members 
Entering Unmasked Estep 
Score: -19958766.000000 Penalty: 5981.375000
	Iteration 28Q: 3 clusters Score -1.995877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 171868 members 
Entering Unmasked Estep 
Score: -19958768.000000 Penalty: 5981.375000
	Iteration 29Q: 3 clusters Score -1.995877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 171872 members 
Entering Unmasked Estep 
Score: -19958770.000000 Penalty: 5981.375000
	Iteration 30Q: 3 clusters Score -1.995877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 171874 members 
Entering Unmasked Estep 
Score: -19958770.000000 Penalty: 5981.375000
	Iteration 31Q: 3 clusters Score -1.995877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -19958772.000000 Penalty: 5981.375000
	Iteration 32Q: 3 clusters Score -1.995877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 171875 members 
Entering Unmasked Estep 
Score: -19958778.000000 Penalty: 5981.375000
	Iteration 33Q: 3 clusters Score -1.995878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -19958778.000000 Penalty: 5981.375000
	Iteration 34Q: 3 clusters Score -1.995878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 171876 members 
Entering Unmasked Estep 
Score: -19958778.000000 Penalty: 5981.375000
	Iteration 35F: 3 clusters Score -1.995878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Entering Unmasked Estep 
Score: -1484290.500000 Penalty: 2358.204346
	Iteration 0F: 2 clusters Score -1484290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1474421.875000 Penalty: 4716.408691
	Iteration 0F: 3 clusters Score -1474422 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1477484.250000 Penalty: 4716.408691
	Iteration 1F: 3 clusters Score -1477484 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1477971.500000 Penalty: 4716.408691
	Iteration 2F: 3 clusters Score -1477972 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1478437.000000 Penalty: 4716.408691
	Iteration 3F: 3 clusters Score -1478437 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1478972.500000 Penalty: 4716.408691
	Iteration 4F: 3 clusters Score -1478972 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1479562.250000 Penalty: 4716.408691
	Iteration 5F: 3 clusters Score -1479562 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1480151.875000 Penalty: 4716.408691
	Iteration 6F: 3 clusters Score -1480152 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1480716.625000 Penalty: 4716.408691
	Iteration 7F: 3 clusters Score -1480717 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1481216.000000 Penalty: 4716.408691
	Iteration 8Q: 3 clusters Score -1481216 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1481614.625000 Penalty: 4716.408691
	Iteration 9Q: 3 clusters Score -1481615 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1481891.625000 Penalty: 4716.408691
	Iteration 10Q: 3 clusters Score -1481892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1482087.250000 Penalty: 4716.408691
	Iteration 11Q: 3 clusters Score -1482087 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1482214.750000 Penalty: 4716.408691
	Iteration 12Q: 3 clusters Score -1482215 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1482306.375000 Penalty: 4716.408691
	Iteration 13Q: 3 clusters Score -1482306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1482395.750000 Penalty: 4716.408691
	Iteration 14Q: 3 clusters Score -1482396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1482460.750000 Penalty: 4716.408691
	Iteration 15Q: 3 clusters Score -1482461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1482507.250000 Penalty: 4716.408691
	Iteration 16Q: 3 clusters Score -1482507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1482531.875000 Penalty: 4716.408691
	Iteration 17Q: 3 clusters Score -1482532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1482555.125000 Penalty: 4716.408691
	Iteration 18Q: 3 clusters Score -1482555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1482562.375000 Penalty: 4716.408691
	Iteration 19Q: 3 clusters Score -1482562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1482574.250000 Penalty: 4716.408691
	Iteration 20F: 3 clusters Score -1482574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1482585.125000 Penalty: 4716.408691
	Iteration 21Q: 3 clusters Score -1482585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1482589.000000 Penalty: 4716.408691
	Iteration 22Q: 3 clusters Score -1482589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1482595.875000 Penalty: 4716.408691
	Iteration 23Q: 3 clusters Score -1482596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -1482596.875000 Penalty: 4716.408691
	Iteration 24Q: 3 clusters Score -1482597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1482601.500000 Penalty: 4716.408691
	Iteration 25Q: 3 clusters Score -1482602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1482604.625000 Penalty: 4716.408691
	Iteration 26Q: 3 clusters Score -1482605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1482607.500000 Penalty: 4716.408691
	Iteration 27Q: 3 clusters Score -1482608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1482608.500000 Penalty: 4716.408691
	Iteration 28Q: 3 clusters Score -1482608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1482610.625000 Penalty: 4716.408691
	Iteration 29Q: 3 clusters Score -1482611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1482609.875000 Penalty: 4716.408691
	Iteration 30Q: 3 clusters Score -1482610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1482609.875000 Penalty: 4716.408691
	Iteration 31F: 3 clusters Score -1482610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Entering Unmasked Estep 
Score: -3752066.750000 Penalty: 2583.645752
	Iteration 0F: 2 clusters Score -3752067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3729420.000000 Penalty: 5167.291504
	Iteration 0F: 3 clusters Score -3729420 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3738002.500000 Penalty: 5167.291504
	Iteration 1F: 3 clusters Score -3738002 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3739042.500000 Penalty: 5167.291504
	Iteration 2F: 3 clusters Score -3739042 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -3740104.500000 Penalty: 5167.291504
	Iteration 3F: 3 clusters Score -3740104 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3741121.750000 Penalty: 5167.291504
	Iteration 4F: 3 clusters Score -3741122 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3742245.750000 Penalty: 5167.291504
	Iteration 5F: 3 clusters Score -3742246 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3743371.250000 Penalty: 5167.291504
	Iteration 6F: 3 clusters Score -3743371 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -3744425.500000 Penalty: 5167.291504
	Iteration 7F: 3 clusters Score -3744426 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -3745358.750000 Penalty: 5167.291504
	Iteration 8Q: 3 clusters Score -3745359 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3746113.750000 Penalty: 5167.291504
	Iteration 9Q: 3 clusters Score -3746114 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3746795.500000 Penalty: 5167.291504
	Iteration 10Q: 3 clusters Score -3746796 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3747495.750000 Penalty: 5167.291504
	Iteration 11Q: 3 clusters Score -3747496 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3748116.000000 Penalty: 5167.291504
	Iteration 12Q: 3 clusters Score -3748116 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -3748642.250000 Penalty: 5167.291504
	Iteration 13Q: 3 clusters Score -3748642 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3749072.500000 Penalty: 5167.291504
	Iteration 14Q: 3 clusters Score -3749072 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3749344.500000 Penalty: 5167.291504
	Iteration 15Q: 3 clusters Score -3749344 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3749524.000000 Penalty: 5167.291504
	Iteration 16Q: 3 clusters Score -3749524 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3749665.000000 Penalty: 5167.291504
	Iteration 17Q: 3 clusters Score -3749665 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3749770.000000 Penalty: 5167.291504
	Iteration 18Q: 3 clusters Score -3749770 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3749856.500000 Penalty: 5167.291504
	Iteration 19Q: 3 clusters Score -3749856 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3749918.250000 Penalty: 5167.291504
	Iteration 20F: 3 clusters Score -3749918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3749994.750000 Penalty: 5167.291504
	Iteration 21Q: 3 clusters Score -3749995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3750032.250000 Penalty: 5167.291504
	Iteration 22Q: 3 clusters Score -3750032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3750081.750000 Penalty: 5167.291504
	Iteration 23Q: 3 clusters Score -3750082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3750128.750000 Penalty: 5167.291504
	Iteration 24Q: 3 clusters Score -3750129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3750165.000000 Penalty: 5167.291504
	Iteration 25Q: 3 clusters Score -3750165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3750201.000000 Penalty: 5167.291504
	Iteration 26Q: 3 clusters Score -3750201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3750233.250000 Penalty: 5167.291504
	Iteration 27Q: 3 clusters Score -3750233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3750256.500000 Penalty: 5167.291504
	Iteration 28Q: 3 clusters Score -3750256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3750276.750000 Penalty: 5167.291504
	Iteration 29Q: 3 clusters Score -3750277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3750293.250000 Penalty: 5167.291504
	Iteration 30Q: 3 clusters Score -3750293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3750314.500000 Penalty: 5167.291504
	Iteration 31Q: 3 clusters Score -3750314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3750345.750000 Penalty: 5167.291504
	Iteration 32Q: 3 clusters Score -3750346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3750381.250000 Penalty: 5167.291504
	Iteration 33Q: 3 clusters Score -3750381 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3750408.750000 Penalty: 5167.291504
	Iteration 34Q: 3 clusters Score -3750409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3750429.250000 Penalty: 5167.291504
	Iteration 35Q: 3 clusters Score -3750429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3750465.250000 Penalty: 5167.291504
	Iteration 36Q: 3 clusters Score -3750465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3750500.250000 Penalty: 5167.291504
	Iteration 37Q: 3 clusters Score -3750500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3750540.500000 Penalty: 5167.291504
	Iteration 38Q: 3 clusters Score -3750540 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3750601.750000 Penalty: 5167.291504
	Iteration 39Q: 3 clusters Score -3750602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3750691.250000 Penalty: 5167.291504
	Iteration 40F: 3 clusters Score -3750691 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3750747.250000 Penalty: 5167.291504
	Iteration 41Q: 3 clusters Score -3750747 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3750788.000000 Penalty: 5167.291504
	Iteration 42Q: 3 clusters Score -3750788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3750808.750000 Penalty: 5167.291504
	Iteration 43Q: 3 clusters Score -3750809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3750842.750000 Penalty: 5167.291504
	Iteration 44Q: 3 clusters Score -3750843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3750852.250000 Penalty: 5167.291504
	Iteration 45Q: 3 clusters Score -3750852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3750862.250000 Penalty: 5167.291504
	Iteration 46Q: 3 clusters Score -3750862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3750870.500000 Penalty: 5167.291504
	Iteration 47Q: 3 clusters Score -3750870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3750872.500000 Penalty: 5167.291504
	Iteration 48Q: 3 clusters Score -3750872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3750877.500000 Penalty: 5167.291504
	Iteration 49Q: 3 clusters Score -3750878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3750874.500000 Penalty: 5167.291504
	Iteration 50Q: 3 clusters Score -3750874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3750876.250000 Penalty: 5167.291504
	Iteration 51Q: 3 clusters Score -3750876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3750876.500000 Penalty: 5167.291504
	Iteration 52Q: 3 clusters Score -3750876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3750876.750000 Penalty: 5167.291504
	Iteration 53Q: 3 clusters Score -3750877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3750879.000000 Penalty: 5167.291504
	Iteration 54Q: 3 clusters Score -3750879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3750881.500000 Penalty: 5167.291504
	Iteration 55Q: 3 clusters Score -3750882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3750883.750000 Penalty: 5167.291504
	Iteration 56Q: 3 clusters Score -3750884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3750880.250000 Penalty: 5167.291504
	Iteration 57Q: 3 clusters Score -3750880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3750880.250000 Penalty: 5167.291504
	Iteration 58F: 3 clusters Score -3750880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -307807.468750 Penalty: 1977.769409
	Iteration 0F: 2 clusters Score -307807.5 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 1452 members 
Entering Unmasked Estep 
Score: -304617.031250 Penalty: 3955.538818
	Iteration 0F: 3 clusters Score -304617 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -305410.406250 Penalty: 3955.538818
	Iteration 1F: 3 clusters Score -305410.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -305781.375000 Penalty: 3955.538818
	Iteration 2F: 3 clusters Score -305781.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -305981.687500 Penalty: 3955.538818
	Iteration 3F: 3 clusters Score -305981.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -306108.437500 Penalty: 3955.538818
	Iteration 4F: 3 clusters Score -306108.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306236.187500 Penalty: 3955.538818
	Iteration 5Q: 3 clusters Score -306236.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -306340.562500 Penalty: 3955.538818
	Iteration 6Q: 3 clusters Score -306340.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -306439.406250 Penalty: 3955.538818
	Iteration 7Q: 3 clusters Score -306439.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -306546.687500 Penalty: 3955.538818
	Iteration 8Q: 3 clusters Score -306546.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -306649.218750 Penalty: 3955.538818
	Iteration 9Q: 3 clusters Score -306649.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -306743.375000 Penalty: 3955.538818
	Iteration 10Q: 3 clusters Score -306743.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -306810.781250 Penalty: 3955.538818
	Iteration 11Q: 3 clusters Score -306810.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -306863.656250 Penalty: 3955.538818
	Iteration 12Q: 3 clusters Score -306863.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -306923.562500 Penalty: 3955.538818
	Iteration 13Q: 3 clusters Score -306923.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -306977.687500 Penalty: 3955.538818
	Iteration 14Q: 3 clusters Score -306977.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -307035.125000 Penalty: 3955.538818
	Iteration 15Q: 3 clusters Score -307035.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -307084.343750 Penalty: 3955.538818
	Iteration 16Q: 3 clusters Score -307084.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -307127.937500 Penalty: 3955.538818
	Iteration 17Q: 3 clusters Score -307127.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -307168.968750 Penalty: 3955.538818
	Iteration 18Q: 3 clusters Score -307169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -307217.593750 Penalty: 3955.538818
	Iteration 19Q: 3 clusters Score -307217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -307279.937500 Penalty: 3955.538818
	Iteration 20F: 3 clusters Score -307279.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -307325.062500 Penalty: 3955.538818
	Iteration 21Q: 3 clusters Score -307325.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -307342.531250 Penalty: 3955.538818
	Iteration 22Q: 3 clusters Score -307342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -307355.000000 Penalty: 3955.538818
	Iteration 23Q: 3 clusters Score -307355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -307365.562500 Penalty: 3955.538818
	Iteration 24Q: 3 clusters Score -307365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -307369.093750 Penalty: 3955.538818
	Iteration 25Q: 3 clusters Score -307369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -307369.093750 Penalty: 3955.538818
	Iteration 26F: 3 clusters Score -307369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (271695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271695 members 
Entering Unmasked Estep 
Score: -31859588.000000 Penalty: 3103.083984
	Iteration 0F: 2 clusters Score -3.185959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 135937 members 
Entering Unmasked Estep 
Score: -31715754.000000 Penalty: 6206.167969
	Iteration 0F: 3 clusters Score -3.171575e+07 nChanged 131033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130905 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -31793382.000000 Penalty: 6206.167969
	Iteration 1F: 3 clusters Score -3.179338e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127516 members 
Mstep: Class 2 contains 144179 members 
Entering Unmasked Estep 
Score: -31795788.000000 Penalty: 6206.167969
	Iteration 2Q: 3 clusters Score -3.179579e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 149510 members 
Entering Unmasked Estep 
Score: -31799234.000000 Penalty: 6206.167969
	Iteration 3Q: 3 clusters Score -3.179923e+07 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114598 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -31804242.000000 Penalty: 6206.167969
	Iteration 4Q: 3 clusters Score -3.180424e+07 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104447 members 
Mstep: Class 2 contains 167248 members 
Entering Unmasked Estep 
Score: -31809540.000000 Penalty: 6206.167969
	Iteration 5F: 3 clusters Score -3.180954e+07 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 179580 members 
Entering Unmasked Estep 
Score: -31814192.000000 Penalty: 6206.167969
	Iteration 6F: 3 clusters Score -3.181419e+07 nChanged 16679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 193191 members 
Entering Unmasked Estep 
Score: -31817916.000000 Penalty: 6206.167969
	Iteration 7F: 3 clusters Score -3.181792e+07 nChanged 16026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 206783 members 
Entering Unmasked Estep 
Score: -31822588.000000 Penalty: 6206.167969
	Iteration 8F: 3 clusters Score -3.182259e+07 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 219538 members 
Entering Unmasked Estep 
Score: -31828444.000000 Penalty: 6206.167969
	Iteration 9F: 3 clusters Score -3.182844e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 230061 members 
Entering Unmasked Estep 
Score: -31834988.000000 Penalty: 6206.167969
	Iteration 10Q: 3 clusters Score -3.183499e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 236972 members 
Entering Unmasked Estep 
Score: -31841568.000000 Penalty: 6206.167969
	Iteration 11Q: 3 clusters Score -3.184157e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 240628 members 
Entering Unmasked Estep 
Score: -31846452.000000 Penalty: 6206.167969
	Iteration 12Q: 3 clusters Score -3.184645e+07 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 242400 members 
Entering Unmasked Estep 
Score: -31849324.000000 Penalty: 6206.167969
	Iteration 13Q: 3 clusters Score -3.184932e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 243310 members 
Entering Unmasked Estep 
Score: -31850580.000000 Penalty: 6206.167969
	Iteration 14Q: 3 clusters Score -3.185058e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 243988 members 
Entering Unmasked Estep 
Score: -31851262.000000 Penalty: 6206.167969
	Iteration 15Q: 3 clusters Score -3.185126e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 244458 members 
Entering Unmasked Estep 
Score: -31851636.000000 Penalty: 6206.167969
	Iteration 16Q: 3 clusters Score -3.185164e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 244807 members 
Entering Unmasked Estep 
Score: -31851942.000000 Penalty: 6206.167969
	Iteration 17Q: 3 clusters Score -3.185194e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 245056 members 
Entering Unmasked Estep 
Score: -31852252.000000 Penalty: 6206.167969
	Iteration 18Q: 3 clusters Score -3.185225e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 245229 members 
Entering Unmasked Estep 
Score: -31852508.000000 Penalty: 6206.167969
	Iteration 19Q: 3 clusters Score -3.185251e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 245348 members 
Entering Unmasked Estep 
Score: -31852792.000000 Penalty: 6206.167969
	Iteration 20F: 3 clusters Score -3.185279e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 245449 members 
Entering Unmasked Estep 
Score: -31852896.000000 Penalty: 6206.167969
	Iteration 21Q: 3 clusters Score -3.18529e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 245542 members 
Entering Unmasked Estep 
Score: -31853070.000000 Penalty: 6206.167969
	Iteration 22Q: 3 clusters Score -3.185307e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 245619 members 
Entering Unmasked Estep 
Score: -31853164.000000 Penalty: 6206.167969
	Iteration 23Q: 3 clusters Score -3.185316e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 245689 members 
Entering Unmasked Estep 
Score: -31853396.000000 Penalty: 6206.167969
	Iteration 24Q: 3 clusters Score -3.18534e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 245744 members 
Entering Unmasked Estep 
Score: -31853682.000000 Penalty: 6206.167969
	Iteration 25Q: 3 clusters Score -3.185368e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 245776 members 
Entering Unmasked Estep 
Score: -31853716.000000 Penalty: 6206.167969
	Iteration 26Q: 3 clusters Score -3.185372e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 245824 members 
Entering Unmasked Estep 
Score: -31853922.000000 Penalty: 6206.167969
	Iteration 27Q: 3 clusters Score -3.185392e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 245878 members 
Entering Unmasked Estep 
Score: -31854052.000000 Penalty: 6206.167969
	Iteration 28Q: 3 clusters Score -3.185405e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 245918 members 
Entering Unmasked Estep 
Score: -31854092.000000 Penalty: 6206.167969
	Iteration 29Q: 3 clusters Score -3.185409e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 245968 members 
Entering Unmasked Estep 
Score: -31854326.000000 Penalty: 6206.167969
	Iteration 30Q: 3 clusters Score -3.185433e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 246027 members 
Entering Unmasked Estep 
Score: -31854382.000000 Penalty: 6206.167969
	Iteration 31Q: 3 clusters Score -3.185438e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 246049 members 
Entering Unmasked Estep 
Score: -31854626.000000 Penalty: 6206.167969
	Iteration 32Q: 3 clusters Score -3.185463e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 246048 members 
Entering Unmasked Estep 
Score: -31854600.000000 Penalty: 6206.167969
	Iteration 33Q: 3 clusters Score -3.18546e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 246034 members 
Entering Unmasked Estep 
Score: -31854754.000000 Penalty: 6206.167969
	Iteration 34Q: 3 clusters Score -3.185475e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 246055 members 
Entering Unmasked Estep 
Score: -31854776.000000 Penalty: 6206.167969
	Iteration 35Q: 3 clusters Score -3.185478e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 246081 members 
Entering Unmasked Estep 
Score: -31854844.000000 Penalty: 6206.167969
	Iteration 36Q: 3 clusters Score -3.185484e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 246138 members 
Entering Unmasked Estep 
Score: -31854820.000000 Penalty: 6206.167969
	Iteration 37Q: 3 clusters Score -3.185482e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 246184 members 
Entering Unmasked Estep 
Score: -31854912.000000 Penalty: 6206.167969
	Iteration 38Q: 3 clusters Score -3.185491e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 246241 members 
Entering Unmasked Estep 
Score: -31854928.000000 Penalty: 6206.167969
	Iteration 39Q: 3 clusters Score -3.185493e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 246300 members 
Entering Unmasked Estep 
Score: -31855020.000000 Penalty: 6206.167969
	Iteration 40F: 3 clusters Score -3.185502e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 246338 members 
Entering Unmasked Estep 
Score: -31855036.000000 Penalty: 6206.167969
	Iteration 41Q: 3 clusters Score -3.185504e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 246390 members 
Entering Unmasked Estep 
Score: -31855124.000000 Penalty: 6206.167969
	Iteration 42Q: 3 clusters Score -3.185512e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 246446 members 
Entering Unmasked Estep 
Score: -31855126.000000 Penalty: 6206.167969
	Iteration 43Q: 3 clusters Score -3.185513e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 246500 members 
Entering Unmasked Estep 
Score: -31855128.000000 Penalty: 6206.167969
	Iteration 44Q: 3 clusters Score -3.185513e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 246558 members 
Entering Unmasked Estep 
Score: -31855146.000000 Penalty: 6206.167969
	Iteration 45Q: 3 clusters Score -3.185515e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 246621 members 
Entering Unmasked Estep 
Score: -31855188.000000 Penalty: 6206.167969
	Iteration 46Q: 3 clusters Score -3.185519e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 246683 members 
Entering Unmasked Estep 
Score: -31855238.000000 Penalty: 6206.167969
	Iteration 47Q: 3 clusters Score -3.185524e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 246754 members 
Entering Unmasked Estep 
Score: -31855272.000000 Penalty: 6206.167969
	Iteration 48Q: 3 clusters Score -3.185527e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 246832 members 
Entering Unmasked Estep 
Score: -31855328.000000 Penalty: 6206.167969
	Iteration 49Q: 3 clusters Score -3.185533e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 246922 members 
Entering Unmasked Estep 
Score: -31855320.000000 Penalty: 6206.167969
	Iteration 50Q: 3 clusters Score -3.185532e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 246995 members 
Entering Unmasked Estep 
Score: -31855388.000000 Penalty: 6206.167969
	Iteration 51Q: 3 clusters Score -3.185539e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 247079 members 
Entering Unmasked Estep 
Score: -31855452.000000 Penalty: 6206.167969
	Iteration 52Q: 3 clusters Score -3.185545e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 247201 members 
Entering Unmasked Estep 
Score: -31855416.000000 Penalty: 6206.167969
	Iteration 53Q: 3 clusters Score -3.185542e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 247324 members 
Entering Unmasked Estep 
Score: -31855450.000000 Penalty: 6206.167969
	Iteration 54Q: 3 clusters Score -3.185545e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 247447 members 
Entering Unmasked Estep 
Score: -31855424.000000 Penalty: 6206.167969
	Iteration 55Q: 3 clusters Score -3.185542e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 247569 members 
Entering Unmasked Estep 
Score: -31855366.000000 Penalty: 6206.167969
	Iteration 56Q: 3 clusters Score -3.185537e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 247692 members 
Entering Unmasked Estep 
Score: -31855366.000000 Penalty: 6206.167969
	Iteration 57Q: 3 clusters Score -3.185537e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 247800 members 
Entering Unmasked Estep 
Score: -31855406.000000 Penalty: 6206.167969
	Iteration 58Q: 3 clusters Score -3.185541e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 247915 members 
Entering Unmasked Estep 
Score: -31855412.000000 Penalty: 6206.167969
	Iteration 59Q: 3 clusters Score -3.185541e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 248027 members 
Entering Unmasked Estep 
Score: -31855398.000000 Penalty: 6206.167969
	Iteration 60F: 3 clusters Score -3.18554e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 248117 members 
Entering Unmasked Estep 
Score: -31855416.000000 Penalty: 6206.167969
	Iteration 61Q: 3 clusters Score -3.185542e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 248196 members 
Entering Unmasked Estep 
Score: -31855460.000000 Penalty: 6206.167969
	Iteration 62Q: 3 clusters Score -3.185546e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 248286 members 
Entering Unmasked Estep 
Score: -31855444.000000 Penalty: 6206.167969
	Iteration 63Q: 3 clusters Score -3.185544e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 248399 members 
Entering Unmasked Estep 
Score: -31855502.000000 Penalty: 6206.167969
	Iteration 64Q: 3 clusters Score -3.18555e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 248512 members 
Entering Unmasked Estep 
Score: -31855516.000000 Penalty: 6206.167969
	Iteration 65Q: 3 clusters Score -3.185552e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 248605 members 
Entering Unmasked Estep 
Score: -31855558.000000 Penalty: 6206.167969
	Iteration 66Q: 3 clusters Score -3.185556e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 248684 members 
Entering Unmasked Estep 
Score: -31855582.000000 Penalty: 6206.167969
	Iteration 67Q: 3 clusters Score -3.185558e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 248751 members 
Entering Unmasked Estep 
Score: -31855618.000000 Penalty: 6206.167969
	Iteration 68Q: 3 clusters Score -3.185562e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 248831 members 
Entering Unmasked Estep 
Score: -31855614.000000 Penalty: 6206.167969
	Iteration 69Q: 3 clusters Score -3.185561e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 248911 members 
Entering Unmasked Estep 
Score: -31855686.000000 Penalty: 6206.167969
	Iteration 70Q: 3 clusters Score -3.185569e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 249010 members 
Entering Unmasked Estep 
Score: -31855674.000000 Penalty: 6206.167969
	Iteration 71Q: 3 clusters Score -3.185567e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 249112 members 
Entering Unmasked Estep 
Score: -31855686.000000 Penalty: 6206.167969
	Iteration 72Q: 3 clusters Score -3.185569e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 249215 members 
Entering Unmasked Estep 
Score: -31855682.000000 Penalty: 6206.167969
	Iteration 73Q: 3 clusters Score -3.185568e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 249316 members 
Entering Unmasked Estep 
Score: -31855686.000000 Penalty: 6206.167969
	Iteration 74Q: 3 clusters Score -3.185569e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 249421 members 
Entering Unmasked Estep 
Score: -31855700.000000 Penalty: 6206.167969
	Iteration 75Q: 3 clusters Score -3.18557e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 249513 members 
Entering Unmasked Estep 
Score: -31855744.000000 Penalty: 6206.167969
	Iteration 76Q: 3 clusters Score -3.185574e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 249607 members 
Entering Unmasked Estep 
Score: -31855782.000000 Penalty: 6206.167969
	Iteration 77Q: 3 clusters Score -3.185578e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 249692 members 
Entering Unmasked Estep 
Score: -31855800.000000 Penalty: 6206.167969
	Iteration 78Q: 3 clusters Score -3.18558e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 249768 members 
Entering Unmasked Estep 
Score: -31855814.000000 Penalty: 6206.167969
	Iteration 79Q: 3 clusters Score -3.185581e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 249835 members 
Entering Unmasked Estep 
Score: -31855788.000000 Penalty: 6206.167969
	Iteration 80F: 3 clusters Score -3.185579e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 249911 members 
Entering Unmasked Estep 
Score: -31855790.000000 Penalty: 6206.167969
	Iteration 81Q: 3 clusters Score -3.185579e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 249990 members 
Entering Unmasked Estep 
Score: -31855764.000000 Penalty: 6206.167969
	Iteration 82Q: 3 clusters Score -3.185576e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 250069 members 
Entering Unmasked Estep 
Score: -31855748.000000 Penalty: 6206.167969
	Iteration 83Q: 3 clusters Score -3.185575e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 250142 members 
Entering Unmasked Estep 
Score: -31855752.000000 Penalty: 6206.167969
	Iteration 84Q: 3 clusters Score -3.185575e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 250221 members 
Entering Unmasked Estep 
Score: -31855746.000000 Penalty: 6206.167969
	Iteration 85Q: 3 clusters Score -3.185575e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 250304 members 
Entering Unmasked Estep 
Score: -31855766.000000 Penalty: 6206.167969
	Iteration 86Q: 3 clusters Score -3.185577e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 250384 members 
Entering Unmasked Estep 
Score: -31855782.000000 Penalty: 6206.167969
	Iteration 87Q: 3 clusters Score -3.185578e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 250457 members 
Entering Unmasked Estep 
Score: -31855778.000000 Penalty: 6206.167969
	Iteration 88Q: 3 clusters Score -3.185578e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 250522 members 
Entering Unmasked Estep 
Score: -31855776.000000 Penalty: 6206.167969
	Iteration 89Q: 3 clusters Score -3.185578e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 250589 members 
Entering Unmasked Estep 
Score: -31855772.000000 Penalty: 6206.167969
	Iteration 90Q: 3 clusters Score -3.185577e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 250672 members 
Entering Unmasked Estep 
Score: -31855830.000000 Penalty: 6206.167969
	Iteration 91Q: 3 clusters Score -3.185583e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 250762 members 
Entering Unmasked Estep 
Score: -31855882.000000 Penalty: 6206.167969
	Iteration 92Q: 3 clusters Score -3.185588e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 250860 members 
Entering Unmasked Estep 
Score: -31855902.000000 Penalty: 6206.167969
	Iteration 93Q: 3 clusters Score -3.18559e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 250958 members 
Entering Unmasked Estep 
Score: -31855908.000000 Penalty: 6206.167969
	Iteration 94Q: 3 clusters Score -3.185591e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 251061 members 
Entering Unmasked Estep 
Score: -31855922.000000 Penalty: 6206.167969
	Iteration 95Q: 3 clusters Score -3.185592e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 251163 members 
Entering Unmasked Estep 
Score: -31855970.000000 Penalty: 6206.167969
	Iteration 96Q: 3 clusters Score -3.185597e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 251277 members 
Entering Unmasked Estep 
Score: -31856016.000000 Penalty: 6206.167969
	Iteration 97Q: 3 clusters Score -3.185602e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 251393 members 
Entering Unmasked Estep 
Score: -31856052.000000 Penalty: 6206.167969
	Iteration 98Q: 3 clusters Score -3.185605e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 251512 members 
Entering Unmasked Estep 
Score: -31856036.000000 Penalty: 6206.167969
	Iteration 99Q: 3 clusters Score -3.185604e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 251625 members 
Entering Unmasked Estep 
Score: -31856022.000000 Penalty: 6206.167969
	Iteration 100F: 3 clusters Score -3.185602e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 251755 members 
Entering Unmasked Estep 
Score: -31856042.000000 Penalty: 6206.167969
	Iteration 101Q: 3 clusters Score -3.185604e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 251904 members 
Entering Unmasked Estep 
Score: -31856116.000000 Penalty: 6206.167969
	Iteration 102Q: 3 clusters Score -3.185612e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 252063 members 
Entering Unmasked Estep 
Score: -31856140.000000 Penalty: 6206.167969
	Iteration 103Q: 3 clusters Score -3.185614e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 252195 members 
Entering Unmasked Estep 
Score: -31856098.000000 Penalty: 6206.167969
	Iteration 104Q: 3 clusters Score -3.18561e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 252325 members 
Entering Unmasked Estep 
Score: -31856098.000000 Penalty: 6206.167969
	Iteration 105Q: 3 clusters Score -3.18561e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 252461 members 
Entering Unmasked Estep 
Score: -31856110.000000 Penalty: 6206.167969
	Iteration 106Q: 3 clusters Score -3.185611e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 252594 members 
Entering Unmasked Estep 
Score: -31856184.000000 Penalty: 6206.167969
	Iteration 107Q: 3 clusters Score -3.185618e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 252713 members 
Entering Unmasked Estep 
Score: -31856172.000000 Penalty: 6206.167969
	Iteration 108Q: 3 clusters Score -3.185617e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 252846 members 
Entering Unmasked Estep 
Score: -31856176.000000 Penalty: 6206.167969
	Iteration 109Q: 3 clusters Score -3.185618e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 252982 members 
Entering Unmasked Estep 
Score: -31856220.000000 Penalty: 6206.167969
	Iteration 110Q: 3 clusters Score -3.185622e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 253100 members 
Entering Unmasked Estep 
Score: -31856204.000000 Penalty: 6206.167969
	Iteration 111Q: 3 clusters Score -3.18562e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 253212 members 
Entering Unmasked Estep 
Score: -31856180.000000 Penalty: 6206.167969
	Iteration 112Q: 3 clusters Score -3.185618e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 253328 members 
Entering Unmasked Estep 
Score: -31856196.000000 Penalty: 6206.167969
	Iteration 113Q: 3 clusters Score -3.18562e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 253449 members 
Entering Unmasked Estep 
Score: -31856196.000000 Penalty: 6206.167969
	Iteration 114Q: 3 clusters Score -3.18562e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 253570 members 
Entering Unmasked Estep 
Score: -31856270.000000 Penalty: 6206.167969
	Iteration 115Q: 3 clusters Score -3.185627e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 253672 members 
Entering Unmasked Estep 
Score: -31856282.000000 Penalty: 6206.167969
	Iteration 116Q: 3 clusters Score -3.185628e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 253777 members 
Entering Unmasked Estep 
Score: -31856326.000000 Penalty: 6206.167969
	Iteration 117Q: 3 clusters Score -3.185633e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 253891 members 
Entering Unmasked Estep 
Score: -31856318.000000 Penalty: 6206.167969
	Iteration 118Q: 3 clusters Score -3.185632e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 254006 members 
Entering Unmasked Estep 
Score: -31856300.000000 Penalty: 6206.167969
	Iteration 119Q: 3 clusters Score -3.18563e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 254108 members 
Entering Unmasked Estep 
Score: -31856296.000000 Penalty: 6206.167969
	Iteration 120F: 3 clusters Score -3.18563e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 254215 members 
Entering Unmasked Estep 
Score: -31856302.000000 Penalty: 6206.167969
	Iteration 121Q: 3 clusters Score -3.18563e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 254322 members 
Entering Unmasked Estep 
Score: -31856294.000000 Penalty: 6206.167969
	Iteration 122Q: 3 clusters Score -3.185629e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 254438 members 
Entering Unmasked Estep 
Score: -31856360.000000 Penalty: 6206.167969
	Iteration 123Q: 3 clusters Score -3.185636e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 254552 members 
Entering Unmasked Estep 
Score: -31856376.000000 Penalty: 6206.167969
	Iteration 124Q: 3 clusters Score -3.185638e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 254678 members 
Entering Unmasked Estep 
Score: -31856388.000000 Penalty: 6206.167969
	Iteration 125Q: 3 clusters Score -3.185639e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 254805 members 
Entering Unmasked Estep 
Score: -31856460.000000 Penalty: 6206.167969
	Iteration 126Q: 3 clusters Score -3.185646e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 254941 members 
Entering Unmasked Estep 
Score: -31856440.000000 Penalty: 6206.167969
	Iteration 127Q: 3 clusters Score -3.185644e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 255067 members 
Entering Unmasked Estep 
Score: -31856466.000000 Penalty: 6206.167969
	Iteration 128Q: 3 clusters Score -3.185647e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 255187 members 
Entering Unmasked Estep 
Score: -31856508.000000 Penalty: 6206.167969
	Iteration 129Q: 3 clusters Score -3.185651e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 255303 members 
Entering Unmasked Estep 
Score: -31856504.000000 Penalty: 6206.167969
	Iteration 130Q: 3 clusters Score -3.18565e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 255420 members 
Entering Unmasked Estep 
Score: -31856552.000000 Penalty: 6206.167969
	Iteration 131Q: 3 clusters Score -3.185655e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 255526 members 
Entering Unmasked Estep 
Score: -31856552.000000 Penalty: 6206.167969
	Iteration 132Q: 3 clusters Score -3.185655e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 255648 members 
Entering Unmasked Estep 
Score: -31856612.000000 Penalty: 6206.167969
	Iteration 133Q: 3 clusters Score -3.185661e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 255775 members 
Entering Unmasked Estep 
Score: -31856592.000000 Penalty: 6206.167969
	Iteration 134Q: 3 clusters Score -3.185659e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 255907 members 
Entering Unmasked Estep 
Score: -31856584.000000 Penalty: 6206.167969
	Iteration 135Q: 3 clusters Score -3.185658e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 256033 members 
Entering Unmasked Estep 
Score: -31856606.000000 Penalty: 6206.167969
	Iteration 136Q: 3 clusters Score -3.185661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 256136 members 
Entering Unmasked Estep 
Score: -31856628.000000 Penalty: 6206.167969
	Iteration 137Q: 3 clusters Score -3.185663e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 256251 members 
Entering Unmasked Estep 
Score: -31856630.000000 Penalty: 6206.167969
	Iteration 138Q: 3 clusters Score -3.185663e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 256353 members 
Entering Unmasked Estep 
Score: -31856622.000000 Penalty: 6206.167969
	Iteration 139Q: 3 clusters Score -3.185662e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 256460 members 
Entering Unmasked Estep 
Score: -31856576.000000 Penalty: 6206.167969
	Iteration 140F: 3 clusters Score -3.185658e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 256564 members 
Entering Unmasked Estep 
Score: -31856634.000000 Penalty: 6206.167969
	Iteration 141Q: 3 clusters Score -3.185663e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 256635 members 
Entering Unmasked Estep 
Score: -31856624.000000 Penalty: 6206.167969
	Iteration 142Q: 3 clusters Score -3.185662e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 256705 members 
Entering Unmasked Estep 
Score: -31856658.000000 Penalty: 6206.167969
	Iteration 143Q: 3 clusters Score -3.185666e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 256775 members 
Entering Unmasked Estep 
Score: -31856604.000000 Penalty: 6206.167969
	Iteration 144Q: 3 clusters Score -3.18566e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 256842 members 
Entering Unmasked Estep 
Score: -31856606.000000 Penalty: 6206.167969
	Iteration 145Q: 3 clusters Score -3.185661e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 256929 members 
Entering Unmasked Estep 
Score: -31856580.000000 Penalty: 6206.167969
	Iteration 146Q: 3 clusters Score -3.185658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 257017 members 
Entering Unmasked Estep 
Score: -31856560.000000 Penalty: 6206.167969
	Iteration 147Q: 3 clusters Score -3.185656e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 257093 members 
Entering Unmasked Estep 
Score: -31856592.000000 Penalty: 6206.167969
	Iteration 148Q: 3 clusters Score -3.185659e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 257178 members 
Entering Unmasked Estep 
Score: -31856648.000000 Penalty: 6206.167969
	Iteration 149Q: 3 clusters Score -3.185665e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 257278 members 
Entering Unmasked Estep 
Score: -31856716.000000 Penalty: 6206.167969
	Iteration 150Q: 3 clusters Score -3.185672e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 257382 members 
Entering Unmasked Estep 
Score: -31856712.000000 Penalty: 6206.167969
	Iteration 151Q: 3 clusters Score -3.185671e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 257506 members 
Entering Unmasked Estep 
Score: -31856628.000000 Penalty: 6206.167969
	Iteration 152Q: 3 clusters Score -3.185663e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 257616 members 
Entering Unmasked Estep 
Score: -31856656.000000 Penalty: 6206.167969
	Iteration 153Q: 3 clusters Score -3.185666e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 257742 members 
Entering Unmasked Estep 
Score: -31856678.000000 Penalty: 6206.167969
	Iteration 154Q: 3 clusters Score -3.185668e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 257869 members 
Entering Unmasked Estep 
Score: -31856640.000000 Penalty: 6206.167969
	Iteration 155Q: 3 clusters Score -3.185664e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 258006 members 
Entering Unmasked Estep 
Score: -31856630.000000 Penalty: 6206.167969
	Iteration 156Q: 3 clusters Score -3.185663e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 258121 members 
Entering Unmasked Estep 
Score: -31856594.000000 Penalty: 6206.167969
	Iteration 157Q: 3 clusters Score -3.185659e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 258265 members 
Entering Unmasked Estep 
Score: -31856632.000000 Penalty: 6206.167969
	Iteration 158Q: 3 clusters Score -3.185663e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 258391 members 
Entering Unmasked Estep 
Score: -31856646.000000 Penalty: 6206.167969
	Iteration 159Q: 3 clusters Score -3.185665e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 258527 members 
Entering Unmasked Estep 
Score: -31856654.000000 Penalty: 6206.167969
	Iteration 160F: 3 clusters Score -3.185665e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 258670 members 
Entering Unmasked Estep 
Score: -31856622.000000 Penalty: 6206.167969
	Iteration 161Q: 3 clusters Score -3.185662e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 258812 members 
Entering Unmasked Estep 
Score: -31856618.000000 Penalty: 6206.167969
	Iteration 162Q: 3 clusters Score -3.185662e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 258947 members 
Entering Unmasked Estep 
Score: -31856626.000000 Penalty: 6206.167969
	Iteration 163Q: 3 clusters Score -3.185663e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 259075 members 
Entering Unmasked Estep 
Score: -31856682.000000 Penalty: 6206.167969
	Iteration 164Q: 3 clusters Score -3.185668e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 259215 members 
Entering Unmasked Estep 
Score: -31856692.000000 Penalty: 6206.167969
	Iteration 165Q: 3 clusters Score -3.185669e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 259351 members 
Entering Unmasked Estep 
Score: -31856662.000000 Penalty: 6206.167969
	Iteration 166Q: 3 clusters Score -3.185666e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 259485 members 
Entering Unmasked Estep 
Score: -31856714.000000 Penalty: 6206.167969
	Iteration 167Q: 3 clusters Score -3.185671e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 259618 members 
Entering Unmasked Estep 
Score: -31856736.000000 Penalty: 6206.167969
	Iteration 168Q: 3 clusters Score -3.185674e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 259759 members 
Entering Unmasked Estep 
Score: -31856760.000000 Penalty: 6206.167969
	Iteration 169Q: 3 clusters Score -3.185676e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 259900 members 
Entering Unmasked Estep 
Score: -31856754.000000 Penalty: 6206.167969
	Iteration 170Q: 3 clusters Score -3.185675e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 260025 members 
Entering Unmasked Estep 
Score: -31856748.000000 Penalty: 6206.167969
	Iteration 171Q: 3 clusters Score -3.185675e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 260145 members 
Entering Unmasked Estep 
Score: -31856728.000000 Penalty: 6206.167969
	Iteration 172Q: 3 clusters Score -3.185673e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 260270 members 
Entering Unmasked Estep 
Score: -31856744.000000 Penalty: 6206.167969
	Iteration 173Q: 3 clusters Score -3.185674e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 260401 members 
Entering Unmasked Estep 
Score: -31856784.000000 Penalty: 6206.167969
	Iteration 174Q: 3 clusters Score -3.185678e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 260521 members 
Entering Unmasked Estep 
Score: -31856760.000000 Penalty: 6206.167969
	Iteration 175Q: 3 clusters Score -3.185676e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 260643 members 
Entering Unmasked Estep 
Score: -31856792.000000 Penalty: 6206.167969
	Iteration 176Q: 3 clusters Score -3.185679e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 260765 members 
Entering Unmasked Estep 
Score: -31856786.000000 Penalty: 6206.167969
	Iteration 177Q: 3 clusters Score -3.185679e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 260874 members 
Entering Unmasked Estep 
Score: -31856806.000000 Penalty: 6206.167969
	Iteration 178Q: 3 clusters Score -3.185681e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 260971 members 
Entering Unmasked Estep 
Score: -31856840.000000 Penalty: 6206.167969
	Iteration 179Q: 3 clusters Score -3.185684e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 261084 members 
Entering Unmasked Estep 
Score: -31856872.000000 Penalty: 6206.167969
	Iteration 180F: 3 clusters Score -3.185687e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 261201 members 
Entering Unmasked Estep 
Score: -31856910.000000 Penalty: 6206.167969
	Iteration 181Q: 3 clusters Score -3.185691e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 261313 members 
Entering Unmasked Estep 
Score: -31856968.000000 Penalty: 6206.167969
	Iteration 182Q: 3 clusters Score -3.185697e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 261434 members 
Entering Unmasked Estep 
Score: -31857046.000000 Penalty: 6206.167969
	Iteration 183Q: 3 clusters Score -3.185705e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 261547 members 
Entering Unmasked Estep 
Score: -31857068.000000 Penalty: 6206.167969
	Iteration 184Q: 3 clusters Score -3.185707e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 261655 members 
Entering Unmasked Estep 
Score: -31857098.000000 Penalty: 6206.167969
	Iteration 185Q: 3 clusters Score -3.18571e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 261750 members 
Entering Unmasked Estep 
Score: -31857118.000000 Penalty: 6206.167969
	Iteration 186Q: 3 clusters Score -3.185712e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 261834 members 
Entering Unmasked Estep 
Score: -31857092.000000 Penalty: 6206.167969
	Iteration 187Q: 3 clusters Score -3.185709e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 261921 members 
Entering Unmasked Estep 
Score: -31857088.000000 Penalty: 6206.167969
	Iteration 188Q: 3 clusters Score -3.185709e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 262008 members 
Entering Unmasked Estep 
Score: -31857094.000000 Penalty: 6206.167969
	Iteration 189Q: 3 clusters Score -3.185709e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 262080 members 
Entering Unmasked Estep 
Score: -31857138.000000 Penalty: 6206.167969
	Iteration 190Q: 3 clusters Score -3.185714e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 262144 members 
Entering Unmasked Estep 
Score: -31857146.000000 Penalty: 6206.167969
	Iteration 191Q: 3 clusters Score -3.185715e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 262208 members 
Entering Unmasked Estep 
Score: -31857092.000000 Penalty: 6206.167969
	Iteration 192Q: 3 clusters Score -3.185709e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 262276 members 
Entering Unmasked Estep 
Score: -31857108.000000 Penalty: 6206.167969
	Iteration 193Q: 3 clusters Score -3.185711e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 262344 members 
Entering Unmasked Estep 
Score: -31857076.000000 Penalty: 6206.167969
	Iteration 194Q: 3 clusters Score -3.185708e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 262418 members 
Entering Unmasked Estep 
Score: -31857120.000000 Penalty: 6206.167969
	Iteration 195Q: 3 clusters Score -3.185712e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 262488 members 
Entering Unmasked Estep 
Score: -31857136.000000 Penalty: 6206.167969
	Iteration 196Q: 3 clusters Score -3.185714e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 262556 members 
Entering Unmasked Estep 
Score: -31857116.000000 Penalty: 6206.167969
	Iteration 197Q: 3 clusters Score -3.185712e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 262624 members 
Entering Unmasked Estep 
Score: -31857148.000000 Penalty: 6206.167969
	Iteration 198Q: 3 clusters Score -3.185715e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 262696 members 
Entering Unmasked Estep 
Score: -31857162.000000 Penalty: 6206.167969
	Iteration 199Q: 3 clusters Score -3.185716e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 262764 members 
Entering Unmasked Estep 
Score: -31857170.000000 Penalty: 6206.167969
	Iteration 200F: 3 clusters Score -3.185717e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 262820 members 
Entering Unmasked Estep 
Score: -31857174.000000 Penalty: 6206.167969
	Iteration 201Q: 3 clusters Score -3.185717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 262870 members 
Entering Unmasked Estep 
Score: -31857146.000000 Penalty: 6206.167969
	Iteration 202Q: 3 clusters Score -3.185715e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 262929 members 
Entering Unmasked Estep 
Score: -31857186.000000 Penalty: 6206.167969
	Iteration 203Q: 3 clusters Score -3.185719e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 262994 members 
Entering Unmasked Estep 
Score: -31857168.000000 Penalty: 6206.167969
	Iteration 204Q: 3 clusters Score -3.185717e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 263047 members 
Entering Unmasked Estep 
Score: -31857150.000000 Penalty: 6206.167969
	Iteration 205Q: 3 clusters Score -3.185715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 263096 members 
Entering Unmasked Estep 
Score: -31857176.000000 Penalty: 6206.167969
	Iteration 206Q: 3 clusters Score -3.185718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 263144 members 
Entering Unmasked Estep 
Score: -31857156.000000 Penalty: 6206.167969
	Iteration 207Q: 3 clusters Score -3.185716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 263192 members 
Entering Unmasked Estep 
Score: -31857196.000000 Penalty: 6206.167969
	Iteration 208Q: 3 clusters Score -3.18572e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 263249 members 
Entering Unmasked Estep 
Score: -31857164.000000 Penalty: 6206.167969
	Iteration 209Q: 3 clusters Score -3.185716e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 263304 members 
Entering Unmasked Estep 
Score: -31857168.000000 Penalty: 6206.167969
	Iteration 210Q: 3 clusters Score -3.185717e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 263353 members 
Entering Unmasked Estep 
Score: -31857148.000000 Penalty: 6206.167969
	Iteration 211Q: 3 clusters Score -3.185715e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 263410 members 
Entering Unmasked Estep 
Score: -31857140.000000 Penalty: 6206.167969
	Iteration 212Q: 3 clusters Score -3.185714e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 263472 members 
Entering Unmasked Estep 
Score: -31857164.000000 Penalty: 6206.167969
	Iteration 213Q: 3 clusters Score -3.185716e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 263525 members 
Entering Unmasked Estep 
Score: -31857148.000000 Penalty: 6206.167969
	Iteration 214Q: 3 clusters Score -3.185715e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 263588 members 
Entering Unmasked Estep 
Score: -31857176.000000 Penalty: 6206.167969
	Iteration 215Q: 3 clusters Score -3.185718e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 263629 members 
Entering Unmasked Estep 
Score: -31857212.000000 Penalty: 6206.167969
	Iteration 216Q: 3 clusters Score -3.185721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 263667 members 
Entering Unmasked Estep 
Score: -31857202.000000 Penalty: 6206.167969
	Iteration 217Q: 3 clusters Score -3.18572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 263709 members 
Entering Unmasked Estep 
Score: -31857188.000000 Penalty: 6206.167969
	Iteration 218Q: 3 clusters Score -3.185719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 263750 members 
Entering Unmasked Estep 
Score: -31857176.000000 Penalty: 6206.167969
	Iteration 219Q: 3 clusters Score -3.185718e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 263785 members 
Entering Unmasked Estep 
Score: -31857192.000000 Penalty: 6206.167969
	Iteration 220F: 3 clusters Score -3.185719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 263811 members 
Entering Unmasked Estep 
Score: -31857182.000000 Penalty: 6206.167969
	Iteration 221Q: 3 clusters Score -3.185718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 263845 members 
Entering Unmasked Estep 
Score: -31857146.000000 Penalty: 6206.167969
	Iteration 222Q: 3 clusters Score -3.185715e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 263881 members 
Entering Unmasked Estep 
Score: -31857146.000000 Penalty: 6206.167969
	Iteration 223Q: 3 clusters Score -3.185715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 263908 members 
Entering Unmasked Estep 
Score: -31857158.000000 Penalty: 6206.167969
	Iteration 224Q: 3 clusters Score -3.185716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 263934 members 
Entering Unmasked Estep 
Score: -31857152.000000 Penalty: 6206.167969
	Iteration 225Q: 3 clusters Score -3.185715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 263969 members 
Entering Unmasked Estep 
Score: -31857104.000000 Penalty: 6206.167969
	Iteration 226Q: 3 clusters Score -3.18571e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 264004 members 
Entering Unmasked Estep 
Score: -31857096.000000 Penalty: 6206.167969
	Iteration 227Q: 3 clusters Score -3.18571e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 264038 members 
Entering Unmasked Estep 
Score: -31857104.000000 Penalty: 6206.167969
	Iteration 228Q: 3 clusters Score -3.18571e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 264071 members 
Entering Unmasked Estep 
Score: -31857106.000000 Penalty: 6206.167969
	Iteration 229Q: 3 clusters Score -3.185711e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 264104 members 
Entering Unmasked Estep 
Score: -31857086.000000 Penalty: 6206.167969
	Iteration 230Q: 3 clusters Score -3.185709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 264141 members 
Entering Unmasked Estep 
Score: -31857128.000000 Penalty: 6206.167969
	Iteration 231Q: 3 clusters Score -3.185713e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 264185 members 
Entering Unmasked Estep 
Score: -31857154.000000 Penalty: 6206.167969
	Iteration 232Q: 3 clusters Score -3.185715e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 264228 members 
Entering Unmasked Estep 
Score: -31857134.000000 Penalty: 6206.167969
	Iteration 233Q: 3 clusters Score -3.185713e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 264279 members 
Entering Unmasked Estep 
Score: -31857154.000000 Penalty: 6206.167969
	Iteration 234Q: 3 clusters Score -3.185715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 264336 members 
Entering Unmasked Estep 
Score: -31857188.000000 Penalty: 6206.167969
	Iteration 235Q: 3 clusters Score -3.185719e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 264389 members 
Entering Unmasked Estep 
Score: -31857184.000000 Penalty: 6206.167969
	Iteration 236Q: 3 clusters Score -3.185718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 264456 members 
Entering Unmasked Estep 
Score: -31857150.000000 Penalty: 6206.167969
	Iteration 237Q: 3 clusters Score -3.185715e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 264517 members 
Entering Unmasked Estep 
Score: -31857136.000000 Penalty: 6206.167969
	Iteration 238Q: 3 clusters Score -3.185714e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 264574 members 
Entering Unmasked Estep 
Score: -31857160.000000 Penalty: 6206.167969
	Iteration 239Q: 3 clusters Score -3.185716e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 264625 members 
Entering Unmasked Estep 
Score: -31857150.000000 Penalty: 6206.167969
	Iteration 240F: 3 clusters Score -3.185715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 264678 members 
Entering Unmasked Estep 
Score: -31857176.000000 Penalty: 6206.167969
	Iteration 241Q: 3 clusters Score -3.185718e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 264725 members 
Entering Unmasked Estep 
Score: -31857210.000000 Penalty: 6206.167969
	Iteration 242Q: 3 clusters Score -3.185721e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 264776 members 
Entering Unmasked Estep 
Score: -31857240.000000 Penalty: 6206.167969
	Iteration 243Q: 3 clusters Score -3.185724e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 264829 members 
Entering Unmasked Estep 
Score: -31857244.000000 Penalty: 6206.167969
	Iteration 244Q: 3 clusters Score -3.185724e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 264873 members 
Entering Unmasked Estep 
Score: -31857252.000000 Penalty: 6206.167969
	Iteration 245Q: 3 clusters Score -3.185725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 264915 members 
Entering Unmasked Estep 
Score: -31857238.000000 Penalty: 6206.167969
	Iteration 246Q: 3 clusters Score -3.185724e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 264960 members 
Entering Unmasked Estep 
Score: -31857250.000000 Penalty: 6206.167969
	Iteration 247Q: 3 clusters Score -3.185725e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 265009 members 
Entering Unmasked Estep 
Score: -31857262.000000 Penalty: 6206.167969
	Iteration 248Q: 3 clusters Score -3.185726e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 265059 members 
Entering Unmasked Estep 
Score: -31857234.000000 Penalty: 6206.167969
	Iteration 249Q: 3 clusters Score -3.185723e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 265105 members 
Entering Unmasked Estep 
Score: -31857240.000000 Penalty: 6206.167969
	Iteration 250Q: 3 clusters Score -3.185724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 265145 members 
Entering Unmasked Estep 
Score: -31857254.000000 Penalty: 6206.167969
	Iteration 251Q: 3 clusters Score -3.185725e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 265189 members 
Entering Unmasked Estep 
Score: -31857278.000000 Penalty: 6206.167969
	Iteration 252Q: 3 clusters Score -3.185728e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 265236 members 
Entering Unmasked Estep 
Score: -31857274.000000 Penalty: 6206.167969
	Iteration 253Q: 3 clusters Score -3.185727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 265274 members 
Entering Unmasked Estep 
Score: -31857234.000000 Penalty: 6206.167969
	Iteration 254Q: 3 clusters Score -3.185723e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 265313 members 
Entering Unmasked Estep 
Score: -31857312.000000 Penalty: 6206.167969
	Iteration 255Q: 3 clusters Score -3.185731e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 265369 members 
Entering Unmasked Estep 
Score: -31857320.000000 Penalty: 6206.167969
	Iteration 256Q: 3 clusters Score -3.185732e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 265422 members 
Entering Unmasked Estep 
Score: -31857288.000000 Penalty: 6206.167969
	Iteration 257Q: 3 clusters Score -3.185729e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 265475 members 
Entering Unmasked Estep 
Score: -31857278.000000 Penalty: 6206.167969
	Iteration 258Q: 3 clusters Score -3.185728e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 265520 members 
Entering Unmasked Estep 
Score: -31857278.000000 Penalty: 6206.167969
	Iteration 259Q: 3 clusters Score -3.185728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 265559 members 
Entering Unmasked Estep 
Score: -31857324.000000 Penalty: 6206.167969
	Iteration 260F: 3 clusters Score -3.185732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 265595 members 
Entering Unmasked Estep 
Score: -31857338.000000 Penalty: 6206.167969
	Iteration 261Q: 3 clusters Score -3.185734e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 265627 members 
Entering Unmasked Estep 
Score: -31857344.000000 Penalty: 6206.167969
	Iteration 262Q: 3 clusters Score -3.185734e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 265649 members 
Entering Unmasked Estep 
Score: -31857354.000000 Penalty: 6206.167969
	Iteration 263Q: 3 clusters Score -3.185735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 265671 members 
Entering Unmasked Estep 
Score: -31857356.000000 Penalty: 6206.167969
	Iteration 264Q: 3 clusters Score -3.185736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 265689 members 
Entering Unmasked Estep 
Score: -31857392.000000 Penalty: 6206.167969
	Iteration 265Q: 3 clusters Score -3.185739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 265703 members 
Entering Unmasked Estep 
Score: -31857384.000000 Penalty: 6206.167969
	Iteration 266Q: 3 clusters Score -3.185738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 265716 members 
Entering Unmasked Estep 
Score: -31857398.000000 Penalty: 6206.167969
	Iteration 267Q: 3 clusters Score -3.18574e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 265733 members 
Entering Unmasked Estep 
Score: -31857388.000000 Penalty: 6206.167969
	Iteration 268Q: 3 clusters Score -3.185739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 265746 members 
Entering Unmasked Estep 
Score: -31857394.000000 Penalty: 6206.167969
	Iteration 269Q: 3 clusters Score -3.185739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 265756 members 
Entering Unmasked Estep 
Score: -31857402.000000 Penalty: 6206.167969
	Iteration 270Q: 3 clusters Score -3.18574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 265767 members 
Entering Unmasked Estep 
Score: -31857416.000000 Penalty: 6206.167969
	Iteration 271Q: 3 clusters Score -3.185742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 265777 members 
Entering Unmasked Estep 
Score: -31857424.000000 Penalty: 6206.167969
	Iteration 272Q: 3 clusters Score -3.185742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 265784 members 
Entering Unmasked Estep 
Score: -31857426.000000 Penalty: 6206.167969
	Iteration 273Q: 3 clusters Score -3.185743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 265793 members 
Entering Unmasked Estep 
Score: -31857444.000000 Penalty: 6206.167969
	Iteration 274Q: 3 clusters Score -3.185744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 265802 members 
Entering Unmasked Estep 
Score: -31857442.000000 Penalty: 6206.167969
	Iteration 275Q: 3 clusters Score -3.185744e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 265813 members 
Entering Unmasked Estep 
Score: -31857446.000000 Penalty: 6206.167969
	Iteration 276Q: 3 clusters Score -3.185745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 265824 members 
Entering Unmasked Estep 
Score: -31857458.000000 Penalty: 6206.167969
	Iteration 277Q: 3 clusters Score -3.185746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 265831 members 
Entering Unmasked Estep 
Score: -31857438.000000 Penalty: 6206.167969
	Iteration 278Q: 3 clusters Score -3.185744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 265838 members 
Entering Unmasked Estep 
Score: -31857462.000000 Penalty: 6206.167969
	Iteration 279Q: 3 clusters Score -3.185746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 265853 members 
Entering Unmasked Estep 
Score: -31857454.000000 Penalty: 6206.167969
	Iteration 280F: 3 clusters Score -3.185745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 265867 members 
Entering Unmasked Estep 
Score: -31857456.000000 Penalty: 6206.167969
	Iteration 281Q: 3 clusters Score -3.185746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 265883 members 
Entering Unmasked Estep 
Score: -31857474.000000 Penalty: 6206.167969
	Iteration 282Q: 3 clusters Score -3.185747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 265893 members 
Entering Unmasked Estep 
Score: -31857460.000000 Penalty: 6206.167969
	Iteration 283Q: 3 clusters Score -3.185746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 265904 members 
Entering Unmasked Estep 
Score: -31857456.000000 Penalty: 6206.167969
	Iteration 284Q: 3 clusters Score -3.185746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 265916 members 
Entering Unmasked Estep 
Score: -31857454.000000 Penalty: 6206.167969
	Iteration 285Q: 3 clusters Score -3.185745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 265928 members 
Entering Unmasked Estep 
Score: -31857466.000000 Penalty: 6206.167969
	Iteration 286Q: 3 clusters Score -3.185747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 265936 members 
Entering Unmasked Estep 
Score: -31857470.000000 Penalty: 6206.167969
	Iteration 287Q: 3 clusters Score -3.185747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 265943 members 
Entering Unmasked Estep 
Score: -31857470.000000 Penalty: 6206.167969
	Iteration 288Q: 3 clusters Score -3.185747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 265955 members 
Entering Unmasked Estep 
Score: -31857458.000000 Penalty: 6206.167969
	Iteration 289Q: 3 clusters Score -3.185746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 265967 members 
Entering Unmasked Estep 
Score: -31857460.000000 Penalty: 6206.167969
	Iteration 290Q: 3 clusters Score -3.185746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 265977 members 
Entering Unmasked Estep 
Score: -31857450.000000 Penalty: 6206.167969
	Iteration 291Q: 3 clusters Score -3.185745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 265986 members 
Entering Unmasked Estep 
Score: -31857448.000000 Penalty: 6206.167969
	Iteration 292Q: 3 clusters Score -3.185745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 265998 members 
Entering Unmasked Estep 
Score: -31857454.000000 Penalty: 6206.167969
	Iteration 293Q: 3 clusters Score -3.185745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 266007 members 
Entering Unmasked Estep 
Score: -31857462.000000 Penalty: 6206.167969
	Iteration 294Q: 3 clusters Score -3.185746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 266015 members 
Entering Unmasked Estep 
Score: -31857486.000000 Penalty: 6206.167969
	Iteration 295Q: 3 clusters Score -3.185749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 266021 members 
Entering Unmasked Estep 
Score: -31857496.000000 Penalty: 6206.167969
	Iteration 296Q: 3 clusters Score -3.18575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 266028 members 
Entering Unmasked Estep 
Score: -31857496.000000 Penalty: 6206.167969
	Iteration 297Q: 3 clusters Score -3.18575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 266031 members 
Entering Unmasked Estep 
Score: -31857506.000000 Penalty: 6206.167969
	Iteration 298Q: 3 clusters Score -3.185751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 266034 members 
Entering Unmasked Estep 
Score: -31857500.000000 Penalty: 6206.167969
	Iteration 299Q: 3 clusters Score -3.18575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 266037 members 
Entering Unmasked Estep 
Score: -31857498.000000 Penalty: 6206.167969
	Iteration 300F: 3 clusters Score -3.18575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 266038 members 
Entering Unmasked Estep 
Score: -31857510.000000 Penalty: 6206.167969
	Iteration 301Q: 3 clusters Score -3.185751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 266040 members 
Entering Unmasked Estep 
Score: -31857516.000000 Penalty: 6206.167969
	Iteration 302Q: 3 clusters Score -3.185752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 266040 members 
Entering Unmasked Estep 
Score: -31857516.000000 Penalty: 6206.167969
	Iteration 303F: 3 clusters Score -3.185752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -720402.375000 Penalty: 2177.939941
	Iteration 0F: 2 clusters Score -720402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -714934.625000 Penalty: 4355.879883
	Iteration 0F: 3 clusters Score -714934.6 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -716411.437500 Penalty: 4355.879883
	Iteration 1F: 3 clusters Score -716411.4 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -716760.125000 Penalty: 4355.879883
	Iteration 2F: 3 clusters Score -716760.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -717126.000000 Penalty: 4355.879883
	Iteration 3F: 3 clusters Score -717126 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -717493.187500 Penalty: 4355.879883
	Iteration 4F: 3 clusters Score -717493.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -717804.312500 Penalty: 4355.879883
	Iteration 5F: 3 clusters Score -717804.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -718022.687500 Penalty: 4355.879883
	Iteration 6F: 3 clusters Score -718022.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -718235.000000 Penalty: 4355.879883
	Iteration 7Q: 3 clusters Score -718235 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -718405.562500 Penalty: 4355.879883
	Iteration 8Q: 3 clusters Score -718405.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -718548.062500 Penalty: 4355.879883
	Iteration 9Q: 3 clusters Score -718548.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -718654.812500 Penalty: 4355.879883
	Iteration 10Q: 3 clusters Score -718654.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -718721.562500 Penalty: 4355.879883
	Iteration 11Q: 3 clusters Score -718721.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -718774.812500 Penalty: 4355.879883
	Iteration 12Q: 3 clusters Score -718774.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -718814.062500 Penalty: 4355.879883
	Iteration 13Q: 3 clusters Score -718814.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -718840.187500 Penalty: 4355.879883
	Iteration 14Q: 3 clusters Score -718840.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -718858.312500 Penalty: 4355.879883
	Iteration 15Q: 3 clusters Score -718858.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -718868.625000 Penalty: 4355.879883
	Iteration 16Q: 3 clusters Score -718868.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -718877.500000 Penalty: 4355.879883
	Iteration 17Q: 3 clusters Score -718877.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -718882.375000 Penalty: 4355.879883
	Iteration 18Q: 3 clusters Score -718882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -718887.687500 Penalty: 4355.879883
	Iteration 19Q: 3 clusters Score -718887.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -718890.937500 Penalty: 4355.879883
	Iteration 20F: 3 clusters Score -718890.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -718893.375000 Penalty: 4355.879883
	Iteration 21Q: 3 clusters Score -718893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -718896.062500 Penalty: 4355.879883
	Iteration 22Q: 3 clusters Score -718896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -718894.187500 Penalty: 4355.879883
	Iteration 23Q: 3 clusters Score -718894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -718895.500000 Penalty: 4355.879883
	Iteration 24Q: 3 clusters Score -718895.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -718895.375000 Penalty: 4355.879883
	Iteration 25Q: 3 clusters Score -718895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -718895.375000 Penalty: 4355.879883
	Iteration 26F: 3 clusters Score -718895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Entering Unmasked Estep 
Score: -1049150.250000 Penalty: 2274.479248
	Iteration 0F: 2 clusters Score -1049150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1041785.187500 Penalty: 4548.958496
	Iteration 0F: 3 clusters Score -1041785 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1043965.625000 Penalty: 4548.958496
	Iteration 1F: 3 clusters Score -1043966 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1044275.812500 Penalty: 4548.958496
	Iteration 2F: 3 clusters Score -1044276 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1044472.875000 Penalty: 4548.958496
	Iteration 3Q: 3 clusters Score -1044473 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1044632.500000 Penalty: 4548.958496
	Iteration 4Q: 3 clusters Score -1044632 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1044809.187500 Penalty: 4548.958496
	Iteration 5Q: 3 clusters Score -1044809 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1045003.562500 Penalty: 4548.958496
	Iteration 6Q: 3 clusters Score -1045004 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1045215.000000 Penalty: 4548.958496
	Iteration 7Q: 3 clusters Score -1045215 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1045500.562500 Penalty: 4548.958496
	Iteration 8Q: 3 clusters Score -1045501 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1045894.437500 Penalty: 4548.958496
	Iteration 9Q: 3 clusters Score -1045894 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1046368.812500 Penalty: 4548.958496
	Iteration 10F: 3 clusters Score -1046369 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1046823.687500 Penalty: 4548.958496
	Iteration 11Q: 3 clusters Score -1046824 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1047163.625000 Penalty: 4548.958496
	Iteration 12Q: 3 clusters Score -1047164 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1047391.437500 Penalty: 4548.958496
	Iteration 13Q: 3 clusters Score -1047391 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1047539.500000 Penalty: 4548.958496
	Iteration 14Q: 3 clusters Score -1047540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1047627.750000 Penalty: 4548.958496
	Iteration 15Q: 3 clusters Score -1047628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1047700.750000 Penalty: 4548.958496
	Iteration 16Q: 3 clusters Score -1047701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1047753.000000 Penalty: 4548.958496
	Iteration 17Q: 3 clusters Score -1047753 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1047777.625000 Penalty: 4548.958496
	Iteration 18Q: 3 clusters Score -1047778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1047792.375000 Penalty: 4548.958496
	Iteration 19Q: 3 clusters Score -1047792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1047800.875000 Penalty: 4548.958496
	Iteration 20F: 3 clusters Score -1047801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1047805.437500 Penalty: 4548.958496
	Iteration 21Q: 3 clusters Score -1047805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1047806.062500 Penalty: 4548.958496
	Iteration 22Q: 3 clusters Score -1047806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1047807.687500 Penalty: 4548.958496
	Iteration 23Q: 3 clusters Score -1047808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1047808.437500 Penalty: 4548.958496
	Iteration 24Q: 3 clusters Score -1047808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1047807.875000 Penalty: 4548.958496
	Iteration 25Q: 3 clusters Score -1047808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1047808.937500 Penalty: 4548.958496
	Iteration 26Q: 3 clusters Score -1047809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1047811.250000 Penalty: 4548.958496
	Iteration 27Q: 3 clusters Score -1047811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1047814.937500 Penalty: 4548.958496
	Iteration 28Q: 3 clusters Score -1047815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1047813.750000 Penalty: 4548.958496
	Iteration 29Q: 3 clusters Score -1047814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1047813.750000 Penalty: 4548.958496
	Iteration 30F: 3 clusters Score -1047814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (36583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Entering Unmasked Estep 
Score: -4353649.000000 Penalty: 2605.820068
	Iteration 0F: 2 clusters Score -4353649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4328666.500000 Penalty: 5211.640137
	Iteration 0F: 3 clusters Score -4328666 nChanged 16645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4337901.000000 Penalty: 5211.640137
	Iteration 1F: 3 clusters Score -4337901 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4338481.500000 Penalty: 5211.640137
	Iteration 2Q: 3 clusters Score -4338482 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4339122.000000 Penalty: 5211.640137
	Iteration 3Q: 3 clusters Score -4339122 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4339847.500000 Penalty: 5211.640137
	Iteration 4Q: 3 clusters Score -4339848 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4340770.000000 Penalty: 5211.640137
	Iteration 5Q: 3 clusters Score -4340770 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -4341942.500000 Penalty: 5211.640137
	Iteration 6Q: 3 clusters Score -4341942 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4343190.500000 Penalty: 5211.640137
	Iteration 7F: 3 clusters Score -4343190 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -4344516.000000 Penalty: 5211.640137
	Iteration 8F: 3 clusters Score -4344516 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -4345757.500000 Penalty: 5211.640137
	Iteration 9Q: 3 clusters Score -4345758 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4346744.500000 Penalty: 5211.640137
	Iteration 10Q: 3 clusters Score -4346744 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -4347504.500000 Penalty: 5211.640137
	Iteration 11Q: 3 clusters Score -4347504 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4348080.000000 Penalty: 5211.640137
	Iteration 12Q: 3 clusters Score -4348080 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4348528.500000 Penalty: 5211.640137
	Iteration 13Q: 3 clusters Score -4348528 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4348886.500000 Penalty: 5211.640137
	Iteration 14Q: 3 clusters Score -4348886 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4349204.500000 Penalty: 5211.640137
	Iteration 15Q: 3 clusters Score -4349204 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -4349449.500000 Penalty: 5211.640137
	Iteration 16Q: 3 clusters Score -4349450 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4349703.000000 Penalty: 5211.640137
	Iteration 17Q: 3 clusters Score -4349703 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4349919.000000 Penalty: 5211.640137
	Iteration 18Q: 3 clusters Score -4349919 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4350134.000000 Penalty: 5211.640137
	Iteration 19Q: 3 clusters Score -4350134 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4350340.000000 Penalty: 5211.640137
	Iteration 20F: 3 clusters Score -4350340 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -4350500.000000 Penalty: 5211.640137
	Iteration 21Q: 3 clusters Score -4350500 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4350651.000000 Penalty: 5211.640137
	Iteration 22Q: 3 clusters Score -4350651 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4350813.000000 Penalty: 5211.640137
	Iteration 23Q: 3 clusters Score -4350813 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4350900.500000 Penalty: 5211.640137
	Iteration 24Q: 3 clusters Score -4350900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -4350999.500000 Penalty: 5211.640137
	Iteration 25Q: 3 clusters Score -4351000 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4351071.000000 Penalty: 5211.640137
	Iteration 26Q: 3 clusters Score -4351071 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -4351148.000000 Penalty: 5211.640137
	Iteration 27Q: 3 clusters Score -4351148 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -4351190.500000 Penalty: 5211.640137
	Iteration 28Q: 3 clusters Score -4351190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4351213.500000 Penalty: 5211.640137
	Iteration 29Q: 3 clusters Score -4351214 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4351240.000000 Penalty: 5211.640137
	Iteration 30Q: 3 clusters Score -4351240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4351268.500000 Penalty: 5211.640137
	Iteration 31Q: 3 clusters Score -4351268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4351279.000000 Penalty: 5211.640137
	Iteration 32Q: 3 clusters Score -4351279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4351287.000000 Penalty: 5211.640137
	Iteration 33Q: 3 clusters Score -4351287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4351288.000000 Penalty: 5211.640137
	Iteration 34Q: 3 clusters Score -4351288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4351299.500000 Penalty: 5211.640137
	Iteration 35Q: 3 clusters Score -4351300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -4351304.000000 Penalty: 5211.640137
	Iteration 36Q: 3 clusters Score -4351304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -4351324.500000 Penalty: 5211.640137
	Iteration 37Q: 3 clusters Score -4351324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4351338.000000 Penalty: 5211.640137
	Iteration 38Q: 3 clusters Score -4351338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4351333.500000 Penalty: 5211.640137
	Iteration 39Q: 3 clusters Score -4351334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4351344.500000 Penalty: 5211.640137
	Iteration 40F: 3 clusters Score -4351344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -4351350.500000 Penalty: 5211.640137
	Iteration 41Q: 3 clusters Score -4351350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -4351357.500000 Penalty: 5211.640137
	Iteration 42Q: 3 clusters Score -4351358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -4351366.000000 Penalty: 5211.640137
	Iteration 43Q: 3 clusters Score -4351366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4351367.000000 Penalty: 5211.640137
	Iteration 44Q: 3 clusters Score -4351367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -4351377.000000 Penalty: 5211.640137
	Iteration 45Q: 3 clusters Score -4351377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -4351373.500000 Penalty: 5211.640137
	Iteration 46Q: 3 clusters Score -4351374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4351370.000000 Penalty: 5211.640137
	Iteration 47Q: 3 clusters Score -4351370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -4351367.500000 Penalty: 5211.640137
	Iteration 48Q: 3 clusters Score -4351368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4351368.000000 Penalty: 5211.640137
	Iteration 49Q: 3 clusters Score -4351368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -4351368.000000 Penalty: 5211.640137
	Iteration 50Q: 3 clusters Score -4351368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -4351368.000000 Penalty: 5211.640137
	Iteration 51F: 3 clusters Score -4351368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (224274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224274 members 
Entering Unmasked Estep 
Score: -25988908.000000 Penalty: 3055.514648
	Iteration 0F: 2 clusters Score -2.598891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111824 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -25845792.000000 Penalty: 6111.029297
	Iteration 0F: 3 clusters Score -2.584579e+07 nChanged 108219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 119193 members 
Entering Unmasked Estep 
Score: -25910698.000000 Penalty: 6111.029297
	Iteration 1F: 3 clusters Score -2.59107e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 123513 members 
Entering Unmasked Estep 
Score: -25913460.000000 Penalty: 6111.029297
	Iteration 2Q: 3 clusters Score -2.591346e+07 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -25917686.000000 Penalty: 6111.029297
	Iteration 3Q: 3 clusters Score -2.591769e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 138898 members 
Entering Unmasked Estep 
Score: -25924504.000000 Penalty: 6111.029297
	Iteration 4F: 3 clusters Score -2.59245e+07 nChanged 13966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 150514 members 
Entering Unmasked Estep 
Score: -25934416.000000 Penalty: 6111.029297
	Iteration 5F: 3 clusters Score -2.593442e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 163401 members 
Entering Unmasked Estep 
Score: -25946834.000000 Penalty: 6111.029297
	Iteration 6F: 3 clusters Score -2.594683e+07 nChanged 14293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -25959834.000000 Penalty: 6111.029297
	Iteration 7F: 3 clusters Score -2.595983e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 183971 members 
Entering Unmasked Estep 
Score: -25970084.000000 Penalty: 6111.029297
	Iteration 8F: 3 clusters Score -2.597008e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 188723 members 
Entering Unmasked Estep 
Score: -25977550.000000 Penalty: 6111.029297
	Iteration 9Q: 3 clusters Score -2.597755e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 190910 members 
Entering Unmasked Estep 
Score: -25981438.000000 Penalty: 6111.029297
	Iteration 10Q: 3 clusters Score -2.598144e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 191981 members 
Entering Unmasked Estep 
Score: -25983352.000000 Penalty: 6111.029297
	Iteration 11Q: 3 clusters Score -2.598335e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 192610 members 
Entering Unmasked Estep 
Score: -25984356.000000 Penalty: 6111.029297
	Iteration 12Q: 3 clusters Score -2.598436e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 192948 members 
Entering Unmasked Estep 
Score: -25985134.000000 Penalty: 6111.029297
	Iteration 13Q: 3 clusters Score -2.598513e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 193179 members 
Entering Unmasked Estep 
Score: -25985498.000000 Penalty: 6111.029297
	Iteration 14Q: 3 clusters Score -2.59855e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 193412 members 
Entering Unmasked Estep 
Score: -25985748.000000 Penalty: 6111.029297
	Iteration 15Q: 3 clusters Score -2.598575e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 193583 members 
Entering Unmasked Estep 
Score: -25985980.000000 Penalty: 6111.029297
	Iteration 16Q: 3 clusters Score -2.598598e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 193741 members 
Entering Unmasked Estep 
Score: -25985998.000000 Penalty: 6111.029297
	Iteration 17Q: 3 clusters Score -2.5986e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -25986036.000000 Penalty: 6111.029297
	Iteration 18Q: 3 clusters Score -2.598604e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 194063 members 
Entering Unmasked Estep 
Score: -25986146.000000 Penalty: 6111.029297
	Iteration 19Q: 3 clusters Score -2.598615e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 194223 members 
Entering Unmasked Estep 
Score: -25986074.000000 Penalty: 6111.029297
	Iteration 20F: 3 clusters Score -2.598607e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 194373 members 
Entering Unmasked Estep 
Score: -25986088.000000 Penalty: 6111.029297
	Iteration 21Q: 3 clusters Score -2.598609e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -25986130.000000 Penalty: 6111.029297
	Iteration 22Q: 3 clusters Score -2.598613e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 194688 members 
Entering Unmasked Estep 
Score: -25986098.000000 Penalty: 6111.029297
	Iteration 23Q: 3 clusters Score -2.59861e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 194872 members 
Entering Unmasked Estep 
Score: -25986098.000000 Penalty: 6111.029297
	Iteration 24Q: 3 clusters Score -2.59861e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -25986138.000000 Penalty: 6111.029297
	Iteration 25Q: 3 clusters Score -2.598614e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 195254 members 
Entering Unmasked Estep 
Score: -25986104.000000 Penalty: 6111.029297
	Iteration 26Q: 3 clusters Score -2.59861e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 195456 members 
Entering Unmasked Estep 
Score: -25986050.000000 Penalty: 6111.029297
	Iteration 27Q: 3 clusters Score -2.598605e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 195630 members 
Entering Unmasked Estep 
Score: -25986052.000000 Penalty: 6111.029297
	Iteration 28Q: 3 clusters Score -2.598605e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 195817 members 
Entering Unmasked Estep 
Score: -25986026.000000 Penalty: 6111.029297
	Iteration 29Q: 3 clusters Score -2.598603e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 196016 members 
Entering Unmasked Estep 
Score: -25986088.000000 Penalty: 6111.029297
	Iteration 30Q: 3 clusters Score -2.598609e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 196230 members 
Entering Unmasked Estep 
Score: -25986086.000000 Penalty: 6111.029297
	Iteration 31Q: 3 clusters Score -2.598609e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 196438 members 
Entering Unmasked Estep 
Score: -25986044.000000 Penalty: 6111.029297
	Iteration 32Q: 3 clusters Score -2.598604e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 196647 members 
Entering Unmasked Estep 
Score: -25986104.000000 Penalty: 6111.029297
	Iteration 33Q: 3 clusters Score -2.59861e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 196853 members 
Entering Unmasked Estep 
Score: -25986110.000000 Penalty: 6111.029297
	Iteration 34Q: 3 clusters Score -2.598611e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 197049 members 
Entering Unmasked Estep 
Score: -25986104.000000 Penalty: 6111.029297
	Iteration 35Q: 3 clusters Score -2.59861e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 197238 members 
Entering Unmasked Estep 
Score: -25986048.000000 Penalty: 6111.029297
	Iteration 36Q: 3 clusters Score -2.598605e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 197452 members 
Entering Unmasked Estep 
Score: -25986044.000000 Penalty: 6111.029297
	Iteration 37Q: 3 clusters Score -2.598604e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 197683 members 
Entering Unmasked Estep 
Score: -25986042.000000 Penalty: 6111.029297
	Iteration 38Q: 3 clusters Score -2.598604e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 197914 members 
Entering Unmasked Estep 
Score: -25985994.000000 Penalty: 6111.029297
	Iteration 39Q: 3 clusters Score -2.598599e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 198145 members 
Entering Unmasked Estep 
Score: -25986020.000000 Penalty: 6111.029297
	Iteration 40F: 3 clusters Score -2.598602e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 198385 members 
Entering Unmasked Estep 
Score: -25986050.000000 Penalty: 6111.029297
	Iteration 41Q: 3 clusters Score -2.598605e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 198649 members 
Entering Unmasked Estep 
Score: -25986058.000000 Penalty: 6111.029297
	Iteration 42Q: 3 clusters Score -2.598606e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -25986046.000000 Penalty: 6111.029297
	Iteration 43Q: 3 clusters Score -2.598605e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 199218 members 
Entering Unmasked Estep 
Score: -25986144.000000 Penalty: 6111.029297
	Iteration 44Q: 3 clusters Score -2.598614e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 199510 members 
Entering Unmasked Estep 
Score: -25986166.000000 Penalty: 6111.029297
	Iteration 45Q: 3 clusters Score -2.598617e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 199804 members 
Entering Unmasked Estep 
Score: -25986234.000000 Penalty: 6111.029297
	Iteration 46Q: 3 clusters Score -2.598623e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 200123 members 
Entering Unmasked Estep 
Score: -25986282.000000 Penalty: 6111.029297
	Iteration 47Q: 3 clusters Score -2.598628e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 200478 members 
Entering Unmasked Estep 
Score: -25986244.000000 Penalty: 6111.029297
	Iteration 48Q: 3 clusters Score -2.598624e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 200807 members 
Entering Unmasked Estep 
Score: -25986258.000000 Penalty: 6111.029297
	Iteration 49Q: 3 clusters Score -2.598626e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 201132 members 
Entering Unmasked Estep 
Score: -25986294.000000 Penalty: 6111.029297
	Iteration 50Q: 3 clusters Score -2.598629e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 201504 members 
Entering Unmasked Estep 
Score: -25986270.000000 Penalty: 6111.029297
	Iteration 51Q: 3 clusters Score -2.598627e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 201904 members 
Entering Unmasked Estep 
Score: -25986306.000000 Penalty: 6111.029297
	Iteration 52Q: 3 clusters Score -2.598631e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 202292 members 
Entering Unmasked Estep 
Score: -25986296.000000 Penalty: 6111.029297
	Iteration 53Q: 3 clusters Score -2.59863e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 202738 members 
Entering Unmasked Estep 
Score: -25986412.000000 Penalty: 6111.029297
	Iteration 54Q: 3 clusters Score -2.598641e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 203191 members 
Entering Unmasked Estep 
Score: -25986318.000000 Penalty: 6111.029297
	Iteration 55Q: 3 clusters Score -2.598632e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 203657 members 
Entering Unmasked Estep 
Score: -25986330.000000 Penalty: 6111.029297
	Iteration 56Q: 3 clusters Score -2.598633e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 204152 members 
Entering Unmasked Estep 
Score: -25986460.000000 Penalty: 6111.029297
	Iteration 57Q: 3 clusters Score -2.598646e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 204650 members 
Entering Unmasked Estep 
Score: -25986470.000000 Penalty: 6111.029297
	Iteration 58Q: 3 clusters Score -2.598647e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 205170 members 
Entering Unmasked Estep 
Score: -25986486.000000 Penalty: 6111.029297
	Iteration 59Q: 3 clusters Score -2.598649e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 205676 members 
Entering Unmasked Estep 
Score: -25986498.000000 Penalty: 6111.029297
	Iteration 60F: 3 clusters Score -2.59865e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 206189 members 
Entering Unmasked Estep 
Score: -25986644.000000 Penalty: 6111.029297
	Iteration 61Q: 3 clusters Score -2.598664e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 206719 members 
Entering Unmasked Estep 
Score: -25986768.000000 Penalty: 6111.029297
	Iteration 62Q: 3 clusters Score -2.598677e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 207255 members 
Entering Unmasked Estep 
Score: -25986816.000000 Penalty: 6111.029297
	Iteration 63Q: 3 clusters Score -2.598682e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 207767 members 
Entering Unmasked Estep 
Score: -25986922.000000 Penalty: 6111.029297
	Iteration 64Q: 3 clusters Score -2.598692e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 208290 members 
Entering Unmasked Estep 
Score: -25986986.000000 Penalty: 6111.029297
	Iteration 65Q: 3 clusters Score -2.598699e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 208798 members 
Entering Unmasked Estep 
Score: -25987016.000000 Penalty: 6111.029297
	Iteration 66Q: 3 clusters Score -2.598702e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 209279 members 
Entering Unmasked Estep 
Score: -25987134.000000 Penalty: 6111.029297
	Iteration 67Q: 3 clusters Score -2.598713e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 209761 members 
Entering Unmasked Estep 
Score: -25987222.000000 Penalty: 6111.029297
	Iteration 68Q: 3 clusters Score -2.598722e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 210210 members 
Entering Unmasked Estep 
Score: -25987250.000000 Penalty: 6111.029297
	Iteration 69Q: 3 clusters Score -2.598725e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 210687 members 
Entering Unmasked Estep 
Score: -25987326.000000 Penalty: 6111.029297
	Iteration 70Q: 3 clusters Score -2.598733e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 211162 members 
Entering Unmasked Estep 
Score: -25987394.000000 Penalty: 6111.029297
	Iteration 71Q: 3 clusters Score -2.598739e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 211627 members 
Entering Unmasked Estep 
Score: -25987438.000000 Penalty: 6111.029297
	Iteration 72Q: 3 clusters Score -2.598744e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 212039 members 
Entering Unmasked Estep 
Score: -25987526.000000 Penalty: 6111.029297
	Iteration 73Q: 3 clusters Score -2.598753e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 212443 members 
Entering Unmasked Estep 
Score: -25987430.000000 Penalty: 6111.029297
	Iteration 74Q: 3 clusters Score -2.598743e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 212774 members 
Entering Unmasked Estep 
Score: -25987430.000000 Penalty: 6111.029297
	Iteration 75Q: 3 clusters Score -2.598743e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 213087 members 
Entering Unmasked Estep 
Score: -25987504.000000 Penalty: 6111.029297
	Iteration 76Q: 3 clusters Score -2.59875e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 213387 members 
Entering Unmasked Estep 
Score: -25987492.000000 Penalty: 6111.029297
	Iteration 77Q: 3 clusters Score -2.598749e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 213646 members 
Entering Unmasked Estep 
Score: -25987506.000000 Penalty: 6111.029297
	Iteration 78Q: 3 clusters Score -2.598751e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 213872 members 
Entering Unmasked Estep 
Score: -25987538.000000 Penalty: 6111.029297
	Iteration 79Q: 3 clusters Score -2.598754e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 214101 members 
Entering Unmasked Estep 
Score: -25987582.000000 Penalty: 6111.029297
	Iteration 80F: 3 clusters Score -2.598758e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 214287 members 
Entering Unmasked Estep 
Score: -25987578.000000 Penalty: 6111.029297
	Iteration 81Q: 3 clusters Score -2.598758e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 214478 members 
Entering Unmasked Estep 
Score: -25987588.000000 Penalty: 6111.029297
	Iteration 82Q: 3 clusters Score -2.598759e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 214667 members 
Entering Unmasked Estep 
Score: -25987602.000000 Penalty: 6111.029297
	Iteration 83Q: 3 clusters Score -2.59876e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 214848 members 
Entering Unmasked Estep 
Score: -25987570.000000 Penalty: 6111.029297
	Iteration 84Q: 3 clusters Score -2.598757e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 215017 members 
Entering Unmasked Estep 
Score: -25987608.000000 Penalty: 6111.029297
	Iteration 85Q: 3 clusters Score -2.598761e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 215184 members 
Entering Unmasked Estep 
Score: -25987592.000000 Penalty: 6111.029297
	Iteration 86Q: 3 clusters Score -2.598759e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 215347 members 
Entering Unmasked Estep 
Score: -25987612.000000 Penalty: 6111.029297
	Iteration 87Q: 3 clusters Score -2.598761e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 215513 members 
Entering Unmasked Estep 
Score: -25987642.000000 Penalty: 6111.029297
	Iteration 88Q: 3 clusters Score -2.598764e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 215672 members 
Entering Unmasked Estep 
Score: -25987618.000000 Penalty: 6111.029297
	Iteration 89Q: 3 clusters Score -2.598762e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 215829 members 
Entering Unmasked Estep 
Score: -25987646.000000 Penalty: 6111.029297
	Iteration 90Q: 3 clusters Score -2.598765e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 215964 members 
Entering Unmasked Estep 
Score: -25987680.000000 Penalty: 6111.029297
	Iteration 91Q: 3 clusters Score -2.598768e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 216062 members 
Entering Unmasked Estep 
Score: -25987642.000000 Penalty: 6111.029297
	Iteration 92Q: 3 clusters Score -2.598764e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 216160 members 
Entering Unmasked Estep 
Score: -25987610.000000 Penalty: 6111.029297
	Iteration 93Q: 3 clusters Score -2.598761e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 216247 members 
Entering Unmasked Estep 
Score: -25987634.000000 Penalty: 6111.029297
	Iteration 94Q: 3 clusters Score -2.598763e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 216332 members 
Entering Unmasked Estep 
Score: -25987632.000000 Penalty: 6111.029297
	Iteration 95Q: 3 clusters Score -2.598763e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 216426 members 
Entering Unmasked Estep 
Score: -25987652.000000 Penalty: 6111.029297
	Iteration 96Q: 3 clusters Score -2.598765e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 216506 members 
Entering Unmasked Estep 
Score: -25987702.000000 Penalty: 6111.029297
	Iteration 97Q: 3 clusters Score -2.59877e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 216563 members 
Entering Unmasked Estep 
Score: -25987714.000000 Penalty: 6111.029297
	Iteration 98Q: 3 clusters Score -2.598771e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 216616 members 
Entering Unmasked Estep 
Score: -25987734.000000 Penalty: 6111.029297
	Iteration 99Q: 3 clusters Score -2.598773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 216663 members 
Entering Unmasked Estep 
Score: -25987762.000000 Penalty: 6111.029297
	Iteration 100F: 3 clusters Score -2.598776e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 216707 members 
Entering Unmasked Estep 
Score: -25987768.000000 Penalty: 6111.029297
	Iteration 101Q: 3 clusters Score -2.598777e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 216761 members 
Entering Unmasked Estep 
Score: -25987786.000000 Penalty: 6111.029297
	Iteration 102Q: 3 clusters Score -2.598779e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 216809 members 
Entering Unmasked Estep 
Score: -25987774.000000 Penalty: 6111.029297
	Iteration 103Q: 3 clusters Score -2.598777e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 216865 members 
Entering Unmasked Estep 
Score: -25987812.000000 Penalty: 6111.029297
	Iteration 104Q: 3 clusters Score -2.598781e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 216913 members 
Entering Unmasked Estep 
Score: -25987816.000000 Penalty: 6111.029297
	Iteration 105Q: 3 clusters Score -2.598782e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 216958 members 
Entering Unmasked Estep 
Score: -25987794.000000 Penalty: 6111.029297
	Iteration 106Q: 3 clusters Score -2.598779e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 217011 members 
Entering Unmasked Estep 
Score: -25987812.000000 Penalty: 6111.029297
	Iteration 107Q: 3 clusters Score -2.598781e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 217064 members 
Entering Unmasked Estep 
Score: -25987826.000000 Penalty: 6111.029297
	Iteration 108Q: 3 clusters Score -2.598783e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 217113 members 
Entering Unmasked Estep 
Score: -25987800.000000 Penalty: 6111.029297
	Iteration 109Q: 3 clusters Score -2.59878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 217165 members 
Entering Unmasked Estep 
Score: -25987800.000000 Penalty: 6111.029297
	Iteration 110Q: 3 clusters Score -2.59878e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 217205 members 
Entering Unmasked Estep 
Score: -25987828.000000 Penalty: 6111.029297
	Iteration 111Q: 3 clusters Score -2.598783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 217237 members 
Entering Unmasked Estep 
Score: -25987826.000000 Penalty: 6111.029297
	Iteration 112Q: 3 clusters Score -2.598783e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 217272 members 
Entering Unmasked Estep 
Score: -25987790.000000 Penalty: 6111.029297
	Iteration 113Q: 3 clusters Score -2.598779e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 217306 members 
Entering Unmasked Estep 
Score: -25987814.000000 Penalty: 6111.029297
	Iteration 114Q: 3 clusters Score -2.598781e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 217349 members 
Entering Unmasked Estep 
Score: -25987838.000000 Penalty: 6111.029297
	Iteration 115Q: 3 clusters Score -2.598784e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 217400 members 
Entering Unmasked Estep 
Score: -25987846.000000 Penalty: 6111.029297
	Iteration 116Q: 3 clusters Score -2.598785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 217445 members 
Entering Unmasked Estep 
Score: -25987828.000000 Penalty: 6111.029297
	Iteration 117Q: 3 clusters Score -2.598783e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 217480 members 
Entering Unmasked Estep 
Score: -25987826.000000 Penalty: 6111.029297
	Iteration 118Q: 3 clusters Score -2.598783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 217512 members 
Entering Unmasked Estep 
Score: -25987854.000000 Penalty: 6111.029297
	Iteration 119Q: 3 clusters Score -2.598785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 217546 members 
Entering Unmasked Estep 
Score: -25987854.000000 Penalty: 6111.029297
	Iteration 120F: 3 clusters Score -2.598785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 217578 members 
Entering Unmasked Estep 
Score: -25987852.000000 Penalty: 6111.029297
	Iteration 121Q: 3 clusters Score -2.598785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 217606 members 
Entering Unmasked Estep 
Score: -25987846.000000 Penalty: 6111.029297
	Iteration 122Q: 3 clusters Score -2.598785e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 217640 members 
Entering Unmasked Estep 
Score: -25987850.000000 Penalty: 6111.029297
	Iteration 123Q: 3 clusters Score -2.598785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 217667 members 
Entering Unmasked Estep 
Score: -25987808.000000 Penalty: 6111.029297
	Iteration 124Q: 3 clusters Score -2.598781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 217685 members 
Entering Unmasked Estep 
Score: -25987828.000000 Penalty: 6111.029297
	Iteration 125Q: 3 clusters Score -2.598783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 217706 members 
Entering Unmasked Estep 
Score: -25987850.000000 Penalty: 6111.029297
	Iteration 126Q: 3 clusters Score -2.598785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 217723 members 
Entering Unmasked Estep 
Score: -25987840.000000 Penalty: 6111.029297
	Iteration 127Q: 3 clusters Score -2.598784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 217747 members 
Entering Unmasked Estep 
Score: -25987844.000000 Penalty: 6111.029297
	Iteration 128Q: 3 clusters Score -2.598784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 217764 members 
Entering Unmasked Estep 
Score: -25987872.000000 Penalty: 6111.029297
	Iteration 129Q: 3 clusters Score -2.598787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 217777 members 
Entering Unmasked Estep 
Score: -25987852.000000 Penalty: 6111.029297
	Iteration 130Q: 3 clusters Score -2.598785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 217798 members 
Entering Unmasked Estep 
Score: -25987850.000000 Penalty: 6111.029297
	Iteration 131Q: 3 clusters Score -2.598785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 217821 members 
Entering Unmasked Estep 
Score: -25987852.000000 Penalty: 6111.029297
	Iteration 132Q: 3 clusters Score -2.598785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 217844 members 
Entering Unmasked Estep 
Score: -25987852.000000 Penalty: 6111.029297
	Iteration 133Q: 3 clusters Score -2.598785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 217872 members 
Entering Unmasked Estep 
Score: -25987840.000000 Penalty: 6111.029297
	Iteration 134Q: 3 clusters Score -2.598784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 217896 members 
Entering Unmasked Estep 
Score: -25987850.000000 Penalty: 6111.029297
	Iteration 135Q: 3 clusters Score -2.598785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 217923 members 
Entering Unmasked Estep 
Score: -25987858.000000 Penalty: 6111.029297
	Iteration 136Q: 3 clusters Score -2.598786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 217951 members 
Entering Unmasked Estep 
Score: -25987860.000000 Penalty: 6111.029297
	Iteration 137Q: 3 clusters Score -2.598786e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 217975 members 
Entering Unmasked Estep 
Score: -25987854.000000 Penalty: 6111.029297
	Iteration 138Q: 3 clusters Score -2.598785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 217996 members 
Entering Unmasked Estep 
Score: -25987840.000000 Penalty: 6111.029297
	Iteration 139Q: 3 clusters Score -2.598784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 218020 members 
Entering Unmasked Estep 
Score: -25987832.000000 Penalty: 6111.029297
	Iteration 140F: 3 clusters Score -2.598783e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 218042 members 
Entering Unmasked Estep 
Score: -25987860.000000 Penalty: 6111.029297
	Iteration 141Q: 3 clusters Score -2.598786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 218072 members 
Entering Unmasked Estep 
Score: -25987886.000000 Penalty: 6111.029297
	Iteration 142Q: 3 clusters Score -2.598789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 218094 members 
Entering Unmasked Estep 
Score: -25987894.000000 Penalty: 6111.029297
	Iteration 143Q: 3 clusters Score -2.598789e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 218118 members 
Entering Unmasked Estep 
Score: -25987874.000000 Penalty: 6111.029297
	Iteration 144Q: 3 clusters Score -2.598787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 218148 members 
Entering Unmasked Estep 
Score: -25987866.000000 Penalty: 6111.029297
	Iteration 145Q: 3 clusters Score -2.598787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 218177 members 
Entering Unmasked Estep 
Score: -25987864.000000 Penalty: 6111.029297
	Iteration 146Q: 3 clusters Score -2.598786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 218205 members 
Entering Unmasked Estep 
Score: -25987820.000000 Penalty: 6111.029297
	Iteration 147Q: 3 clusters Score -2.598782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 218236 members 
Entering Unmasked Estep 
Score: -25987840.000000 Penalty: 6111.029297
	Iteration 148Q: 3 clusters Score -2.598784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 218259 members 
Entering Unmasked Estep 
Score: -25987850.000000 Penalty: 6111.029297
	Iteration 149Q: 3 clusters Score -2.598785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 218272 members 
Entering Unmasked Estep 
Score: -25987840.000000 Penalty: 6111.029297
	Iteration 150Q: 3 clusters Score -2.598784e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 218293 members 
Entering Unmasked Estep 
Score: -25987836.000000 Penalty: 6111.029297
	Iteration 151Q: 3 clusters Score -2.598784e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 218307 members 
Entering Unmasked Estep 
Score: -25987820.000000 Penalty: 6111.029297
	Iteration 152Q: 3 clusters Score -2.598782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 218325 members 
Entering Unmasked Estep 
Score: -25987832.000000 Penalty: 6111.029297
	Iteration 153Q: 3 clusters Score -2.598783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 218341 members 
Entering Unmasked Estep 
Score: -25987832.000000 Penalty: 6111.029297
	Iteration 154Q: 3 clusters Score -2.598783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 218352 members 
Entering Unmasked Estep 
Score: -25987838.000000 Penalty: 6111.029297
	Iteration 155Q: 3 clusters Score -2.598784e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 218365 members 
Entering Unmasked Estep 
Score: -25987826.000000 Penalty: 6111.029297
	Iteration 156Q: 3 clusters Score -2.598783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 218371 members 
Entering Unmasked Estep 
Score: -25987848.000000 Penalty: 6111.029297
	Iteration 157Q: 3 clusters Score -2.598785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 218388 members 
Entering Unmasked Estep 
Score: -25987866.000000 Penalty: 6111.029297
	Iteration 158Q: 3 clusters Score -2.598787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 218401 members 
Entering Unmasked Estep 
Score: -25987866.000000 Penalty: 6111.029297
	Iteration 159Q: 3 clusters Score -2.598787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 218412 members 
Entering Unmasked Estep 
Score: -25987854.000000 Penalty: 6111.029297
	Iteration 160F: 3 clusters Score -2.598785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 218429 members 
Entering Unmasked Estep 
Score: -25987874.000000 Penalty: 6111.029297
	Iteration 161Q: 3 clusters Score -2.598787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 218446 members 
Entering Unmasked Estep 
Score: -25987852.000000 Penalty: 6111.029297
	Iteration 162Q: 3 clusters Score -2.598785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 218463 members 
Entering Unmasked Estep 
Score: -25987868.000000 Penalty: 6111.029297
	Iteration 163Q: 3 clusters Score -2.598787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 218482 members 
Entering Unmasked Estep 
Score: -25987878.000000 Penalty: 6111.029297
	Iteration 164Q: 3 clusters Score -2.598788e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 218499 members 
Entering Unmasked Estep 
Score: -25987862.000000 Penalty: 6111.029297
	Iteration 165Q: 3 clusters Score -2.598786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 218524 members 
Entering Unmasked Estep 
Score: -25987866.000000 Penalty: 6111.029297
	Iteration 166Q: 3 clusters Score -2.598787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 218541 members 
Entering Unmasked Estep 
Score: -25987870.000000 Penalty: 6111.029297
	Iteration 167Q: 3 clusters Score -2.598787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 218558 members 
Entering Unmasked Estep 
Score: -25987868.000000 Penalty: 6111.029297
	Iteration 168Q: 3 clusters Score -2.598787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 218573 members 
Entering Unmasked Estep 
Score: -25987854.000000 Penalty: 6111.029297
	Iteration 169Q: 3 clusters Score -2.598785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 218590 members 
Entering Unmasked Estep 
Score: -25987866.000000 Penalty: 6111.029297
	Iteration 170Q: 3 clusters Score -2.598787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 218601 members 
Entering Unmasked Estep 
Score: -25987890.000000 Penalty: 6111.029297
	Iteration 171Q: 3 clusters Score -2.598789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 218612 members 
Entering Unmasked Estep 
Score: -25987882.000000 Penalty: 6111.029297
	Iteration 172Q: 3 clusters Score -2.598788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 218619 members 
Entering Unmasked Estep 
Score: -25987890.000000 Penalty: 6111.029297
	Iteration 173Q: 3 clusters Score -2.598789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 218623 members 
Entering Unmasked Estep 
Score: -25987878.000000 Penalty: 6111.029297
	Iteration 174Q: 3 clusters Score -2.598788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 218632 members 
Entering Unmasked Estep 
Score: -25987882.000000 Penalty: 6111.029297
	Iteration 175Q: 3 clusters Score -2.598788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 218640 members 
Entering Unmasked Estep 
Score: -25987868.000000 Penalty: 6111.029297
	Iteration 176Q: 3 clusters Score -2.598787e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 218649 members 
Entering Unmasked Estep 
Score: -25987868.000000 Penalty: 6111.029297
	Iteration 177Q: 3 clusters Score -2.598787e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 218663 members 
Entering Unmasked Estep 
Score: -25987874.000000 Penalty: 6111.029297
	Iteration 178Q: 3 clusters Score -2.598787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 218683 members 
Entering Unmasked Estep 
Score: -25987868.000000 Penalty: 6111.029297
	Iteration 179Q: 3 clusters Score -2.598787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 218697 members 
Entering Unmasked Estep 
Score: -25987882.000000 Penalty: 6111.029297
	Iteration 180F: 3 clusters Score -2.598788e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 218707 members 
Entering Unmasked Estep 
Score: -25987860.000000 Penalty: 6111.029297
	Iteration 181Q: 3 clusters Score -2.598786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 218720 members 
Entering Unmasked Estep 
Score: -25987866.000000 Penalty: 6111.029297
	Iteration 182Q: 3 clusters Score -2.598787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 218724 members 
Entering Unmasked Estep 
Score: -25987870.000000 Penalty: 6111.029297
	Iteration 183Q: 3 clusters Score -2.598787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 218730 members 
Entering Unmasked Estep 
Score: -25987876.000000 Penalty: 6111.029297
	Iteration 184Q: 3 clusters Score -2.598788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 218735 members 
Entering Unmasked Estep 
Score: -25987868.000000 Penalty: 6111.029297
	Iteration 185Q: 3 clusters Score -2.598787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 218737 members 
Entering Unmasked Estep 
Score: -25987864.000000 Penalty: 6111.029297
	Iteration 186Q: 3 clusters Score -2.598786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 218742 members 
Entering Unmasked Estep 
Score: -25987864.000000 Penalty: 6111.029297
	Iteration 187Q: 3 clusters Score -2.598786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 218752 members 
Entering Unmasked Estep 
Score: -25987858.000000 Penalty: 6111.029297
	Iteration 188Q: 3 clusters Score -2.598786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 218755 members 
Entering Unmasked Estep 
Score: -25987856.000000 Penalty: 6111.029297
	Iteration 189Q: 3 clusters Score -2.598786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 218759 members 
Entering Unmasked Estep 
Score: -25987870.000000 Penalty: 6111.029297
	Iteration 190Q: 3 clusters Score -2.598787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 218762 members 
Entering Unmasked Estep 
Score: -25987860.000000 Penalty: 6111.029297
	Iteration 191Q: 3 clusters Score -2.598786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 218763 members 
Entering Unmasked Estep 
Score: -25987862.000000 Penalty: 6111.029297
	Iteration 192Q: 3 clusters Score -2.598786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 218764 members 
Entering Unmasked Estep 
Score: -25987858.000000 Penalty: 6111.029297
	Iteration 193Q: 3 clusters Score -2.598786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 218764 members 
Entering Unmasked Estep 
Score: -25987858.000000 Penalty: 6111.029297
	Iteration 194F: 3 clusters Score -2.598786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -104675.484375 Penalty: 1724.039551
	Iteration 0F: 2 clusters Score -104675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102766.148438 Penalty: 3448.079102
	Iteration 0F: 3 clusters Score -102766.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -103142.750000 Penalty: 3448.079102
	Iteration 1F: 3 clusters Score -103142.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -103371.359375 Penalty: 3448.079102
	Iteration 2F: 3 clusters Score -103371.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103644.914062 Penalty: 3448.079102
	Iteration 3F: 3 clusters Score -103644.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104023.226562 Penalty: 3448.079102
	Iteration 4F: 3 clusters Score -104023.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104522.593750 Penalty: 3448.079102
	Iteration 5F: 3 clusters Score -104522.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -104861.226562 Penalty: 3448.079102
	Iteration 6F: 3 clusters Score -104861.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105125.570312 Penalty: 3448.079102
	Iteration 7Q: 3 clusters Score -105125.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -105365.664062 Penalty: 3448.079102
	Iteration 8Q: 3 clusters Score -105365.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105397.937500 Penalty: 3448.079102
	Iteration 9Q: 3 clusters Score -105397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105404.843750 Penalty: 3448.079102
	Iteration 10Q: 3 clusters Score -105404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105408.375000 Penalty: 3448.079102
	Iteration 11Q: 3 clusters Score -105408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105410.187500 Penalty: 3448.079102
	Iteration 12Q: 3 clusters Score -105410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105412.781250 Penalty: 3448.079102
	Iteration 13Q: 3 clusters Score -105412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105414.750000 Penalty: 3448.079102
	Iteration 14Q: 3 clusters Score -105414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105417.781250 Penalty: 3448.079102
	Iteration 15Q: 3 clusters Score -105417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105418.484375 Penalty: 3448.079102
	Iteration 16Q: 3 clusters Score -105418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105418.875000 Penalty: 3448.079102
	Iteration 17F: 3 clusters Score -105418.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105429.085938 Penalty: 3448.079102
	Iteration 18Q: 3 clusters Score -105429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105430.539062 Penalty: 3448.079102
	Iteration 19Q: 3 clusters Score -105430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -105432.367188 Penalty: 3448.079102
	Iteration 20F: 3 clusters Score -105432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105433.468750 Penalty: 3448.079102
	Iteration 21Q: 3 clusters Score -105433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105433.468750 Penalty: 3448.079102
	Iteration 22F: 3 clusters Score -105433.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179248 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 44782 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 12 contains 243814 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 133867 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 172685 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 33454 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 271695 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 36583 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 73242 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 15564 members 
Mstep: Class 35 contains 59239 members 
Mstep: Class 36 contains 1214 members 
Mstep: Class 37 contains 348 members 
Entering Unmasked Estep 
Score: -225954176.000000 Penalty: 133191.765625
Splitting cluster 31 changes total score from -225951552.000000 to -225954176.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 32 (73242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Entering Unmasked Estep 
Score: -7996755.000000 Penalty: 2777.978027
	Iteration 0F: 2 clusters Score -7996755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -7947543.000000 Penalty: 5555.956055
	Iteration 0F: 3 clusters Score -7947543 nChanged 34278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -7968144.000000 Penalty: 5555.956055
	Iteration 1F: 3 clusters Score -7968144 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7970273.500000 Penalty: 5555.956055
	Iteration 2F: 3 clusters Score -7970274 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -7972740.000000 Penalty: 5555.956055
	Iteration 3F: 3 clusters Score -7972740 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7975554.500000 Penalty: 5555.956055
	Iteration 4F: 3 clusters Score -7975554 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7978590.500000 Penalty: 5555.956055
	Iteration 5F: 3 clusters Score -7978590 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -7981698.500000 Penalty: 5555.956055
	Iteration 6F: 3 clusters Score -7981698 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -7984681.000000 Penalty: 5555.956055
	Iteration 7F: 3 clusters Score -7984681 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -7987358.500000 Penalty: 5555.956055
	Iteration 8Q: 3 clusters Score -7987358 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -7989508.500000 Penalty: 5555.956055
	Iteration 9Q: 3 clusters Score -7989508 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -7990965.000000 Penalty: 5555.956055
	Iteration 10Q: 3 clusters Score -7990965 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -7992070.000000 Penalty: 5555.956055
	Iteration 11Q: 3 clusters Score -7992070 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -7992906.000000 Penalty: 5555.956055
	Iteration 12Q: 3 clusters Score -7992906 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -7993588.000000 Penalty: 5555.956055
	Iteration 13Q: 3 clusters Score -7993588 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7994152.000000 Penalty: 5555.956055
	Iteration 14Q: 3 clusters Score -7994152 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -7994485.500000 Penalty: 5555.956055
	Iteration 15Q: 3 clusters Score -7994486 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67092 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7994768.500000 Penalty: 5555.956055
	Iteration 16Q: 3 clusters Score -7994768 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -7994952.500000 Penalty: 5555.956055
	Iteration 17Q: 3 clusters Score -7994952 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7995160.000000 Penalty: 5555.956055
	Iteration 18Q: 3 clusters Score -7995160 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68560 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -7995308.500000 Penalty: 5555.956055
	Iteration 19Q: 3 clusters Score -7995308 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7995386.000000 Penalty: 5555.956055
	Iteration 20F: 3 clusters Score -7995386 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7995478.500000 Penalty: 5555.956055
	Iteration 21Q: 3 clusters Score -7995478 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7995540.500000 Penalty: 5555.956055
	Iteration 22Q: 3 clusters Score -7995540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -7995557.500000 Penalty: 5555.956055
	Iteration 23Q: 3 clusters Score -7995558 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7995594.000000 Penalty: 5555.956055
	Iteration 24Q: 3 clusters Score -7995594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7995641.000000 Penalty: 5555.956055
	Iteration 25Q: 3 clusters Score -7995641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69926 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7995667.500000 Penalty: 5555.956055
	Iteration 26Q: 3 clusters Score -7995668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70006 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7995671.500000 Penalty: 5555.956055
	Iteration 27Q: 3 clusters Score -7995672 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70083 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7995690.500000 Penalty: 5555.956055
	Iteration 28Q: 3 clusters Score -7995690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7995712.500000 Penalty: 5555.956055
	Iteration 29Q: 3 clusters Score -7995712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7995742.500000 Penalty: 5555.956055
	Iteration 30Q: 3 clusters Score -7995742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -7995771.000000 Penalty: 5555.956055
	Iteration 31Q: 3 clusters Score -7995771 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7995858.000000 Penalty: 5555.956055
	Iteration 32Q: 3 clusters Score -7995858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70474 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7996013.500000 Penalty: 5555.956055
	Iteration 33Q: 3 clusters Score -7996014 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7996169.000000 Penalty: 5555.956055
	Iteration 34Q: 3 clusters Score -7996169 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7996271.000000 Penalty: 5555.956055
	Iteration 35Q: 3 clusters Score -7996271 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7996309.000000 Penalty: 5555.956055
	Iteration 36Q: 3 clusters Score -7996309 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7996326.500000 Penalty: 5555.956055
	Iteration 37Q: 3 clusters Score -7996326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70693 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7996335.500000 Penalty: 5555.956055
	Iteration 38Q: 3 clusters Score -7996336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7996328.500000 Penalty: 5555.956055
	Iteration 39Q: 3 clusters Score -7996328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7996331.000000 Penalty: 5555.956055
	Iteration 40F: 3 clusters Score -7996331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7996319.000000 Penalty: 5555.956055
	Iteration 41Q: 3 clusters Score -7996319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7996325.000000 Penalty: 5555.956055
	Iteration 42Q: 3 clusters Score -7996325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7996327.000000 Penalty: 5555.956055
	Iteration 43Q: 3 clusters Score -7996327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7996331.000000 Penalty: 5555.956055
	Iteration 44Q: 3 clusters Score -7996331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70698 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7996322.000000 Penalty: 5555.956055
	Iteration 45Q: 3 clusters Score -7996322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7996328.000000 Penalty: 5555.956055
	Iteration 46Q: 3 clusters Score -7996328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7996332.000000 Penalty: 5555.956055
	Iteration 47Q: 3 clusters Score -7996332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7996339.000000 Penalty: 5555.956055
	Iteration 48Q: 3 clusters Score -7996339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7996344.500000 Penalty: 5555.956055
	Iteration 49Q: 3 clusters Score -7996344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7996337.500000 Penalty: 5555.956055
	Iteration 50Q: 3 clusters Score -7996338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7996343.000000 Penalty: 5555.956055
	Iteration 51Q: 3 clusters Score -7996343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7996339.500000 Penalty: 5555.956055
	Iteration 52Q: 3 clusters Score -7996340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7996339.500000 Penalty: 5555.956055
	Iteration 53F: 3 clusters Score -7996340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Entering Unmasked Estep 
Score: -1907446.750000 Penalty: 2438.493652
	Iteration 0F: 2 clusters Score -1907447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1894303.000000 Penalty: 4876.987305
	Iteration 0F: 3 clusters Score -1894303 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1899263.625000 Penalty: 4876.987305
	Iteration 1F: 3 clusters Score -1899264 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1900006.250000 Penalty: 4876.987305
	Iteration 2F: 3 clusters Score -1900006 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1900606.000000 Penalty: 4876.987305
	Iteration 3F: 3 clusters Score -1900606 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1901078.250000 Penalty: 4876.987305
	Iteration 4F: 3 clusters Score -1901078 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1901473.500000 Penalty: 4876.987305
	Iteration 5Q: 3 clusters Score -1901474 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1901799.500000 Penalty: 4876.987305
	Iteration 6Q: 3 clusters Score -1901800 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1902100.750000 Penalty: 4876.987305
	Iteration 7Q: 3 clusters Score -1902101 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1902417.375000 Penalty: 4876.987305
	Iteration 8Q: 3 clusters Score -1902417 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1902725.125000 Penalty: 4876.987305
	Iteration 9Q: 3 clusters Score -1902725 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1903000.000000 Penalty: 4876.987305
	Iteration 10Q: 3 clusters Score -1903000 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1903239.750000 Penalty: 4876.987305
	Iteration 11Q: 3 clusters Score -1903240 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1903440.500000 Penalty: 4876.987305
	Iteration 12Q: 3 clusters Score -1903440 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1903598.625000 Penalty: 4876.987305
	Iteration 13Q: 3 clusters Score -1903599 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1903710.875000 Penalty: 4876.987305
	Iteration 14Q: 3 clusters Score -1903711 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1903808.625000 Penalty: 4876.987305
	Iteration 15Q: 3 clusters Score -1903809 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1903896.125000 Penalty: 4876.987305
	Iteration 16Q: 3 clusters Score -1903896 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1903977.250000 Penalty: 4876.987305
	Iteration 17Q: 3 clusters Score -1903977 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1904040.375000 Penalty: 4876.987305
	Iteration 18Q: 3 clusters Score -1904040 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1904082.250000 Penalty: 4876.987305
	Iteration 19Q: 3 clusters Score -1904082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1904128.250000 Penalty: 4876.987305
	Iteration 20F: 3 clusters Score -1904128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1904154.125000 Penalty: 4876.987305
	Iteration 21Q: 3 clusters Score -1904154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1904165.750000 Penalty: 4876.987305
	Iteration 22Q: 3 clusters Score -1904166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1904188.625000 Penalty: 4876.987305
	Iteration 23Q: 3 clusters Score -1904189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1904211.250000 Penalty: 4876.987305
	Iteration 24Q: 3 clusters Score -1904211 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1904231.875000 Penalty: 4876.987305
	Iteration 25Q: 3 clusters Score -1904232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1904252.500000 Penalty: 4876.987305
	Iteration 26Q: 3 clusters Score -1904252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1904271.125000 Penalty: 4876.987305
	Iteration 27Q: 3 clusters Score -1904271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1904276.750000 Penalty: 4876.987305
	Iteration 28Q: 3 clusters Score -1904277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1904293.750000 Penalty: 4876.987305
	Iteration 29Q: 3 clusters Score -1904294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1904309.500000 Penalty: 4876.987305
	Iteration 30Q: 3 clusters Score -1904310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1904313.125000 Penalty: 4876.987305
	Iteration 31Q: 3 clusters Score -1904313 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1904316.500000 Penalty: 4876.987305
	Iteration 32Q: 3 clusters Score -1904316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1904321.000000 Penalty: 4876.987305
	Iteration 33Q: 3 clusters Score -1904321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1904330.000000 Penalty: 4876.987305
	Iteration 34Q: 3 clusters Score -1904330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1904340.625000 Penalty: 4876.987305
	Iteration 35Q: 3 clusters Score -1904341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1904351.250000 Penalty: 4876.987305
	Iteration 36Q: 3 clusters Score -1904351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1904349.375000 Penalty: 4876.987305
	Iteration 37Q: 3 clusters Score -1904349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1904363.000000 Penalty: 4876.987305
	Iteration 38Q: 3 clusters Score -1904363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1904378.000000 Penalty: 4876.987305
	Iteration 39Q: 3 clusters Score -1904378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1904383.500000 Penalty: 4876.987305
	Iteration 40F: 3 clusters Score -1904384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1904388.875000 Penalty: 4876.987305
	Iteration 41Q: 3 clusters Score -1904389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1904387.875000 Penalty: 4876.987305
	Iteration 42Q: 3 clusters Score -1904388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1904394.625000 Penalty: 4876.987305
	Iteration 43Q: 3 clusters Score -1904395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1904399.625000 Penalty: 4876.987305
	Iteration 44Q: 3 clusters Score -1904400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1904409.000000 Penalty: 4876.987305
	Iteration 45Q: 3 clusters Score -1904409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1904421.000000 Penalty: 4876.987305
	Iteration 46Q: 3 clusters Score -1904421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1904430.000000 Penalty: 4876.987305
	Iteration 47Q: 3 clusters Score -1904430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1904442.500000 Penalty: 4876.987305
	Iteration 48Q: 3 clusters Score -1904442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1904454.750000 Penalty: 4876.987305
	Iteration 49Q: 3 clusters Score -1904455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1904456.000000 Penalty: 4876.987305
	Iteration 50Q: 3 clusters Score -1904456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1904470.375000 Penalty: 4876.987305
	Iteration 51Q: 3 clusters Score -1904470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1904494.250000 Penalty: 4876.987305
	Iteration 52Q: 3 clusters Score -1904494 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1904513.500000 Penalty: 4876.987305
	Iteration 53Q: 3 clusters Score -1904514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1904538.250000 Penalty: 4876.987305
	Iteration 54Q: 3 clusters Score -1904538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1904569.000000 Penalty: 4876.987305
	Iteration 55Q: 3 clusters Score -1904569 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1904593.625000 Penalty: 4876.987305
	Iteration 56Q: 3 clusters Score -1904594 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1904628.625000 Penalty: 4876.987305
	Iteration 57Q: 3 clusters Score -1904629 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1904657.125000 Penalty: 4876.987305
	Iteration 58Q: 3 clusters Score -1904657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1904681.625000 Penalty: 4876.987305
	Iteration 59Q: 3 clusters Score -1904682 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1904719.625000 Penalty: 4876.987305
	Iteration 60F: 3 clusters Score -1904720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1904758.625000 Penalty: 4876.987305
	Iteration 61Q: 3 clusters Score -1904759 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1904782.125000 Penalty: 4876.987305
	Iteration 62Q: 3 clusters Score -1904782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1904819.625000 Penalty: 4876.987305
	Iteration 63Q: 3 clusters Score -1904820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1904844.125000 Penalty: 4876.987305
	Iteration 64Q: 3 clusters Score -1904844 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1904875.375000 Penalty: 4876.987305
	Iteration 65Q: 3 clusters Score -1904875 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1904908.500000 Penalty: 4876.987305
	Iteration 66Q: 3 clusters Score -1904908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1904938.125000 Penalty: 4876.987305
	Iteration 67Q: 3 clusters Score -1904938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1904977.125000 Penalty: 4876.987305
	Iteration 68Q: 3 clusters Score -1904977 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1905010.500000 Penalty: 4876.987305
	Iteration 69Q: 3 clusters Score -1905010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1905044.500000 Penalty: 4876.987305
	Iteration 70Q: 3 clusters Score -1905044 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1905108.125000 Penalty: 4876.987305
	Iteration 71Q: 3 clusters Score -1905108 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1905162.875000 Penalty: 4876.987305
	Iteration 72Q: 3 clusters Score -1905163 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1905224.125000 Penalty: 4876.987305
	Iteration 73Q: 3 clusters Score -1905224 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1905291.125000 Penalty: 4876.987305
	Iteration 74Q: 3 clusters Score -1905291 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1905352.750000 Penalty: 4876.987305
	Iteration 75Q: 3 clusters Score -1905353 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1905439.000000 Penalty: 4876.987305
	Iteration 76Q: 3 clusters Score -1905439 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1905505.625000 Penalty: 4876.987305
	Iteration 77Q: 3 clusters Score -1905506 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1905595.250000 Penalty: 4876.987305
	Iteration 78Q: 3 clusters Score -1905595 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1905673.125000 Penalty: 4876.987305
	Iteration 79Q: 3 clusters Score -1905673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1905737.125000 Penalty: 4876.987305
	Iteration 80F: 3 clusters Score -1905737 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1905794.750000 Penalty: 4876.987305
	Iteration 81Q: 3 clusters Score -1905795 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1905839.625000 Penalty: 4876.987305
	Iteration 82Q: 3 clusters Score -1905840 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1905889.250000 Penalty: 4876.987305
	Iteration 83Q: 3 clusters Score -1905889 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1905933.500000 Penalty: 4876.987305
	Iteration 84Q: 3 clusters Score -1905934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1905977.500000 Penalty: 4876.987305
	Iteration 85Q: 3 clusters Score -1905978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1906021.500000 Penalty: 4876.987305
	Iteration 86Q: 3 clusters Score -1906022 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1906064.500000 Penalty: 4876.987305
	Iteration 87Q: 3 clusters Score -1906064 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1906104.125000 Penalty: 4876.987305
	Iteration 88Q: 3 clusters Score -1906104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1906131.750000 Penalty: 4876.987305
	Iteration 89Q: 3 clusters Score -1906132 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1906175.625000 Penalty: 4876.987305
	Iteration 90Q: 3 clusters Score -1906176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1906201.875000 Penalty: 4876.987305
	Iteration 91Q: 3 clusters Score -1906202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1906235.000000 Penalty: 4876.987305
	Iteration 92Q: 3 clusters Score -1906235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1906256.625000 Penalty: 4876.987305
	Iteration 93Q: 3 clusters Score -1906257 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1906290.625000 Penalty: 4876.987305
	Iteration 94Q: 3 clusters Score -1906291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1906321.125000 Penalty: 4876.987305
	Iteration 95Q: 3 clusters Score -1906321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1906343.000000 Penalty: 4876.987305
	Iteration 96Q: 3 clusters Score -1906343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1906364.000000 Penalty: 4876.987305
	Iteration 97Q: 3 clusters Score -1906364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1906388.875000 Penalty: 4876.987305
	Iteration 98Q: 3 clusters Score -1906389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1906415.125000 Penalty: 4876.987305
	Iteration 99Q: 3 clusters Score -1906415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1906423.625000 Penalty: 4876.987305
	Iteration 100F: 3 clusters Score -1906424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1906440.875000 Penalty: 4876.987305
	Iteration 101Q: 3 clusters Score -1906441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1906450.375000 Penalty: 4876.987305
	Iteration 102Q: 3 clusters Score -1906450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1906459.000000 Penalty: 4876.987305
	Iteration 103Q: 3 clusters Score -1906459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1906474.500000 Penalty: 4876.987305
	Iteration 104Q: 3 clusters Score -1906474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1906485.375000 Penalty: 4876.987305
	Iteration 105Q: 3 clusters Score -1906485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1906495.500000 Penalty: 4876.987305
	Iteration 106Q: 3 clusters Score -1906496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1906498.500000 Penalty: 4876.987305
	Iteration 107Q: 3 clusters Score -1906498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1906503.875000 Penalty: 4876.987305
	Iteration 108Q: 3 clusters Score -1906504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1906515.250000 Penalty: 4876.987305
	Iteration 109Q: 3 clusters Score -1906515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1906519.750000 Penalty: 4876.987305
	Iteration 110Q: 3 clusters Score -1906520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1906525.750000 Penalty: 4876.987305
	Iteration 111Q: 3 clusters Score -1906526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1906526.625000 Penalty: 4876.987305
	Iteration 112Q: 3 clusters Score -1906527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1906530.000000 Penalty: 4876.987305
	Iteration 113Q: 3 clusters Score -1906530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1906530.250000 Penalty: 4876.987305
	Iteration 114Q: 3 clusters Score -1906530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1906534.000000 Penalty: 4876.987305
	Iteration 115Q: 3 clusters Score -1906534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1906538.250000 Penalty: 4876.987305
	Iteration 116Q: 3 clusters Score -1906538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1906540.250000 Penalty: 4876.987305
	Iteration 117Q: 3 clusters Score -1906540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1906545.375000 Penalty: 4876.987305
	Iteration 118Q: 3 clusters Score -1906545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1906544.500000 Penalty: 4876.987305
	Iteration 119Q: 3 clusters Score -1906544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1906544.875000 Penalty: 4876.987305
	Iteration 120F: 3 clusters Score -1906545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1906544.250000 Penalty: 4876.987305
	Iteration 121Q: 3 clusters Score -1906544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1906548.000000 Penalty: 4876.987305
	Iteration 122Q: 3 clusters Score -1906548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1906548.000000 Penalty: 4876.987305
	Iteration 123F: 3 clusters Score -1906548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (15564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Entering Unmasked Estep 
Score: -1696864.375000 Penalty: 2393.873535
	Iteration 0F: 2 clusters Score -1696864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1685734.500000 Penalty: 4787.747070
	Iteration 0F: 3 clusters Score -1685734 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1689855.375000 Penalty: 4787.747070
	Iteration 1F: 3 clusters Score -1689855 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1691033.250000 Penalty: 4787.747070
	Iteration 2F: 3 clusters Score -1691033 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1692308.000000 Penalty: 4787.747070
	Iteration 3F: 3 clusters Score -1692308 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1693556.625000 Penalty: 4787.747070
	Iteration 4F: 3 clusters Score -1693557 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1694573.750000 Penalty: 4787.747070
	Iteration 5F: 3 clusters Score -1694574 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1695291.000000 Penalty: 4787.747070
	Iteration 6F: 3 clusters Score -1695291 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1695805.125000 Penalty: 4787.747070
	Iteration 7Q: 3 clusters Score -1695805 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1696195.875000 Penalty: 4787.747070
	Iteration 8Q: 3 clusters Score -1696196 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1696491.250000 Penalty: 4787.747070
	Iteration 9Q: 3 clusters Score -1696491 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1696691.250000 Penalty: 4787.747070
	Iteration 10Q: 3 clusters Score -1696691 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1696804.500000 Penalty: 4787.747070
	Iteration 11Q: 3 clusters Score -1696804 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1696885.000000 Penalty: 4787.747070
	Iteration 12Q: 3 clusters Score -1696885 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1696941.125000 Penalty: 4787.747070
	Iteration 13Q: 3 clusters Score -1696941 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1696993.500000 Penalty: 4787.747070
	Iteration 14Q: 3 clusters Score -1696994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1697050.125000 Penalty: 4787.747070
	Iteration 15Q: 3 clusters Score -1697050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1697104.500000 Penalty: 4787.747070
	Iteration 16Q: 3 clusters Score -1697104 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1697169.500000 Penalty: 4787.747070
	Iteration 17Q: 3 clusters Score -1697170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1697244.875000 Penalty: 4787.747070
	Iteration 18Q: 3 clusters Score -1697245 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1697363.125000 Penalty: 4787.747070
	Iteration 19Q: 3 clusters Score -1697363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1697495.250000 Penalty: 4787.747070
	Iteration 20F: 3 clusters Score -1697495 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1697609.125000 Penalty: 4787.747070
	Iteration 21Q: 3 clusters Score -1697609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1697713.375000 Penalty: 4787.747070
	Iteration 22Q: 3 clusters Score -1697713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1697826.375000 Penalty: 4787.747070
	Iteration 23Q: 3 clusters Score -1697826 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1697856.125000 Penalty: 4787.747070
	Iteration 24Q: 3 clusters Score -1697856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1697865.750000 Penalty: 4787.747070
	Iteration 25Q: 3 clusters Score -1697866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1697872.250000 Penalty: 4787.747070
	Iteration 26Q: 3 clusters Score -1697872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1697876.375000 Penalty: 4787.747070
	Iteration 27Q: 3 clusters Score -1697876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1697877.625000 Penalty: 4787.747070
	Iteration 28Q: 3 clusters Score -1697878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1697884.000000 Penalty: 4787.747070
	Iteration 29Q: 3 clusters Score -1697884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1697885.000000 Penalty: 4787.747070
	Iteration 30Q: 3 clusters Score -1697885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1697882.500000 Penalty: 4787.747070
	Iteration 31Q: 3 clusters Score -1697882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1697881.000000 Penalty: 4787.747070
	Iteration 32Q: 3 clusters Score -1697881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1697882.875000 Penalty: 4787.747070
	Iteration 33Q: 3 clusters Score -1697883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1697880.000000 Penalty: 4787.747070
	Iteration 34Q: 3 clusters Score -1697880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1697885.250000 Penalty: 4787.747070
	Iteration 35Q: 3 clusters Score -1697885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1697885.250000 Penalty: 4787.747070
	Iteration 36F: 3 clusters Score -1697885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179248 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 44782 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 12 contains 243814 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 133867 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 172685 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 33454 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 271695 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 36583 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 73242 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 4080 members 
Mstep: Class 35 contains 59239 members 
Mstep: Class 36 contains 1214 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 11484 members 
Entering Unmasked Estep 
Score: -225954208.000000 Penalty: 136791.531250
Splitting cluster 34 changes total score from -225951552.000000 to -225954208.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 61537 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 23921 members 
Mstep: Class 6 contains 179248 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29865 members 
Mstep: Class 9 contains 19495 members 
Mstep: Class 10 contains 44782 members 
Mstep: Class 11 contains 110814 members 
Mstep: Class 12 contains 243814 members 
Mstep: Class 13 contains 21624 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 133867 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7887 members 
Mstep: Class 22 contains 172685 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 33454 members 
Mstep: Class 25 contains 2907 members 
Mstep: Class 26 contains 271695 members 
Mstep: Class 27 contains 6516 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 36583 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 73242 members 
Mstep: Class 33 contains 18632 members 
Mstep: Class 34 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958816.000000 Penalty: 136791.531250
Iteration 119Q: 39 clusters Score -2.259588e+08 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 61232 members 
Mstep: Class 3 contains 11152 members 
Mstep: Class 4 contains 44327 members 
Mstep: Class 5 contains 23923 members 
Mstep: Class 6 contains 179242 members 
Mstep: Class 7 contains 35292 members 
Mstep: Class 8 contains 29839 members 
Mstep: Class 9 contains 19610 members 
Mstep: Class 10 contains 46879 members 
Mstep: Class 11 contains 110616 members 
Mstep: Class 12 contains 243832 members 
Mstep: Class 13 contains 21638 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 16229 members 
Mstep: Class 16 contains 24155 members 
Mstep: Class 17 contains 133067 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 172389 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 33553 members 
Mstep: Class 25 contains 2921 members 
Mstep: Class 26 contains 273859 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 9676 members 
Mstep: Class 29 contains 36906 members 
Mstep: Class 30 contains 224136 members 
Mstep: Class 31 contains 694 members 
Mstep: Class 32 contains 72257 members 
Mstep: Class 33 contains 18403 members 
Mstep: Class 34 contains 4465 members 
Mstep: Class 35 contains 57687 members 
Mstep: Class 36 contains 1212 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 11084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960192.000000 Penalty: 136791.531250
Iteration 120F: 39 clusters Score -2.259602e+08 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 61029 members 
Mstep: Class 3 contains 11200 members 
Mstep: Class 4 contains 43906 members 
Mstep: Class 5 contains 23923 members 
Mstep: Class 6 contains 179250 members 
Mstep: Class 7 contains 35297 members 
Mstep: Class 8 contains 29891 members 
Mstep: Class 9 contains 19629 members 
Mstep: Class 10 contains 48318 members 
Mstep: Class 11 contains 110428 members 
Mstep: Class 12 contains 243903 members 
Mstep: Class 13 contains 21655 members 
Mstep: Class 14 contains 657 members 
Mstep: Class 15 contains 16339 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 131613 members 
Mstep: Class 18 contains 25691 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 172198 members 
Mstep: Class 23 contains 13498 members 
Mstep: Class 24 contains 33639 members 
Mstep: Class 25 contains 2935 members 
Mstep: Class 26 contains 273500 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 9645 members 
Mstep: Class 29 contains 37255 members 
Mstep: Class 30 contains 224089 members 
Mstep: Class 31 contains 696 members 
Mstep: Class 32 contains 71149 members 
Mstep: Class 33 contains 18201 members 
Mstep: Class 34 contains 4708 members 
Mstep: Class 35 contains 59003 members 
Mstep: Class 36 contains 1211 members 
Mstep: Class 37 contains 346 members 
Mstep: Class 38 contains 11602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961008.000000 Penalty: 136791.531250
Iteration 121Q: 39 clusters Score -2.25961e+08 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 60862 members 
Mstep: Class 3 contains 11249 members 
Mstep: Class 4 contains 43560 members 
Mstep: Class 5 contains 23914 members 
Mstep: Class 6 contains 179228 members 
Mstep: Class 7 contains 35284 members 
Mstep: Class 8 contains 29946 members 
Mstep: Class 9 contains 19631 members 
Mstep: Class 10 contains 49640 members 
Mstep: Class 11 contains 110253 members 
Mstep: Class 12 contains 243961 members 
Mstep: Class 13 contains 21669 members 
Mstep: Class 14 contains 659 members 
Mstep: Class 15 contains 16455 members 
Mstep: Class 16 contains 24115 members 
Mstep: Class 17 contains 130544 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 171952 members 
Mstep: Class 23 contains 13509 members 
Mstep: Class 24 contains 33717 members 
Mstep: Class 25 contains 2954 members 
Mstep: Class 26 contains 273288 members 
Mstep: Class 27 contains 6485 members 
Mstep: Class 28 contains 9641 members 
Mstep: Class 29 contains 37552 members 
Mstep: Class 30 contains 224032 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 70089 members 
Mstep: Class 33 contains 18048 members 
Mstep: Class 34 contains 4895 members 
Mstep: Class 35 contains 60098 members 
Mstep: Class 36 contains 1208 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 11921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960976.000000 Penalty: 136791.531250
Iteration 122Q: 39 clusters Score -2.25961e+08 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 60734 members 
Mstep: Class 3 contains 11280 members 
Mstep: Class 4 contains 43244 members 
Mstep: Class 5 contains 23912 members 
Mstep: Class 6 contains 179207 members 
Mstep: Class 7 contains 35286 members 
Mstep: Class 8 contains 29997 members 
Mstep: Class 9 contains 19635 members 
Mstep: Class 10 contains 50804 members 
Mstep: Class 11 contains 110091 members 
Mstep: Class 12 contains 244013 members 
Mstep: Class 13 contains 21671 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 16569 members 
Mstep: Class 16 contains 24109 members 
Mstep: Class 17 contains 129678 members 
Mstep: Class 18 contains 25567 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 171755 members 
Mstep: Class 23 contains 13527 members 
Mstep: Class 24 contains 33794 members 
Mstep: Class 25 contains 2972 members 
Mstep: Class 26 contains 273116 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9661 members 
Mstep: Class 29 contains 37843 members 
Mstep: Class 30 contains 224014 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 69098 members 
Mstep: Class 33 contains 17894 members 
Mstep: Class 34 contains 5026 members 
Mstep: Class 35 contains 61035 members 
Mstep: Class 36 contains 1204 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960752.000000 Penalty: 136791.531250
Iteration 123Q: 39 clusters Score -2.259608e+08 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 11309 members 
Mstep: Class 4 contains 42994 members 
Mstep: Class 5 contains 23903 members 
Mstep: Class 6 contains 179201 members 
Mstep: Class 7 contains 35274 members 
Mstep: Class 8 contains 30055 members 
Mstep: Class 9 contains 19643 members 
Mstep: Class 10 contains 51787 members 
Mstep: Class 11 contains 109930 members 
Mstep: Class 12 contains 244043 members 
Mstep: Class 13 contains 21686 members 
Mstep: Class 14 contains 668 members 
Mstep: Class 15 contains 16742 members 
Mstep: Class 16 contains 24105 members 
Mstep: Class 17 contains 128943 members 
Mstep: Class 18 contains 25528 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 7884 members 
Mstep: Class 22 contains 171558 members 
Mstep: Class 23 contains 13545 members 
Mstep: Class 24 contains 33872 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 273075 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9672 members 
Mstep: Class 29 contains 38142 members 
Mstep: Class 30 contains 223985 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 68046 members 
Mstep: Class 33 contains 17786 members 
Mstep: Class 34 contains 5129 members 
Mstep: Class 35 contains 61808 members 
Mstep: Class 36 contains 1199 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960368.000000 Penalty: 136791.531250
Iteration 124Q: 39 clusters Score -2.259604e+08 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 60602 members 
Mstep: Class 3 contains 11339 members 
Mstep: Class 4 contains 42801 members 
Mstep: Class 5 contains 23889 members 
Mstep: Class 6 contains 179170 members 
Mstep: Class 7 contains 35271 members 
Mstep: Class 8 contains 30115 members 
Mstep: Class 9 contains 19635 members 
Mstep: Class 10 contains 52605 members 
Mstep: Class 11 contains 109807 members 
Mstep: Class 12 contains 244078 members 
Mstep: Class 13 contains 21695 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 24103 members 
Mstep: Class 17 contains 128305 members 
Mstep: Class 18 contains 25487 members 
Mstep: Class 19 contains 14400 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7892 members 
Mstep: Class 22 contains 171365 members 
Mstep: Class 23 contains 13550 members 
Mstep: Class 24 contains 33927 members 
Mstep: Class 25 contains 3012 members 
Mstep: Class 26 contains 273014 members 
Mstep: Class 27 contains 6468 members 
Mstep: Class 28 contains 9697 members 
Mstep: Class 29 contains 38477 members 
Mstep: Class 30 contains 224003 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 67030 members 
Mstep: Class 33 contains 17716 members 
Mstep: Class 34 contains 5221 members 
Mstep: Class 35 contains 62504 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959696.000000 Penalty: 136791.531250
Iteration 125Q: 39 clusters Score -2.259597e+08 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 60563 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 42630 members 
Mstep: Class 5 contains 23881 members 
Mstep: Class 6 contains 179166 members 
Mstep: Class 7 contains 35276 members 
Mstep: Class 8 contains 30169 members 
Mstep: Class 9 contains 19641 members 
Mstep: Class 10 contains 53295 members 
Mstep: Class 11 contains 109673 members 
Mstep: Class 12 contains 244102 members 
Mstep: Class 13 contains 21713 members 
Mstep: Class 14 contains 679 members 
Mstep: Class 15 contains 17094 members 
Mstep: Class 16 contains 24097 members 
Mstep: Class 17 contains 127740 members 
Mstep: Class 18 contains 25457 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7882 members 
Mstep: Class 22 contains 171179 members 
Mstep: Class 23 contains 13557 members 
Mstep: Class 24 contains 33970 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 273002 members 
Mstep: Class 27 contains 6468 members 
Mstep: Class 28 contains 9713 members 
Mstep: Class 29 contains 38787 members 
Mstep: Class 30 contains 224019 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 66106 members 
Mstep: Class 33 contains 17647 members 
Mstep: Class 34 contains 5287 members 
Mstep: Class 35 contains 63107 members 
Mstep: Class 36 contains 1188 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959296.000000 Penalty: 136791.531250
Iteration 126Q: 39 clusters Score -2.259593e+08 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 60547 members 
Mstep: Class 3 contains 11383 members 
Mstep: Class 4 contains 42484 members 
Mstep: Class 5 contains 23881 members 
Mstep: Class 6 contains 179174 members 
Mstep: Class 7 contains 35288 members 
Mstep: Class 8 contains 30228 members 
Mstep: Class 9 contains 19644 members 
Mstep: Class 10 contains 53902 members 
Mstep: Class 11 contains 109560 members 
Mstep: Class 12 contains 244116 members 
Mstep: Class 13 contains 21723 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 17280 members 
Mstep: Class 16 contains 24092 members 
Mstep: Class 17 contains 127158 members 
Mstep: Class 18 contains 25427 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 171020 members 
Mstep: Class 23 contains 13573 members 
Mstep: Class 24 contains 34013 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 273029 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9733 members 
Mstep: Class 29 contains 39097 members 
Mstep: Class 30 contains 224074 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 65156 members 
Mstep: Class 33 contains 17594 members 
Mstep: Class 34 contains 5349 members 
Mstep: Class 35 contains 63648 members 
Mstep: Class 36 contains 1182 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958832.000000 Penalty: 136791.531250
Iteration 127Q: 39 clusters Score -2.259588e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 60531 members 
Mstep: Class 3 contains 11403 members 
Mstep: Class 4 contains 42375 members 
Mstep: Class 5 contains 23881 members 
Mstep: Class 6 contains 179175 members 
Mstep: Class 7 contains 35301 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19647 members 
Mstep: Class 10 contains 54423 members 
Mstep: Class 11 contains 109459 members 
Mstep: Class 12 contains 244130 members 
Mstep: Class 13 contains 21713 members 
Mstep: Class 14 contains 688 members 
Mstep: Class 15 contains 17450 members 
Mstep: Class 16 contains 24086 members 
Mstep: Class 17 contains 126654 members 
Mstep: Class 18 contains 25419 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 170885 members 
Mstep: Class 23 contains 13586 members 
Mstep: Class 24 contains 34065 members 
Mstep: Class 25 contains 3066 members 
Mstep: Class 26 contains 273061 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 9743 members 
Mstep: Class 29 contains 39437 members 
Mstep: Class 30 contains 224118 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 64221 members 
Mstep: Class 33 contains 17538 members 
Mstep: Class 34 contains 5394 members 
Mstep: Class 35 contains 64140 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957840.000000 Penalty: 136791.531250
Iteration 128Q: 39 clusters Score -2.259578e+08 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 60533 members 
Mstep: Class 3 contains 11418 members 
Mstep: Class 4 contains 42282 members 
Mstep: Class 5 contains 23881 members 
Mstep: Class 6 contains 179183 members 
Mstep: Class 7 contains 35313 members 
Mstep: Class 8 contains 30362 members 
Mstep: Class 9 contains 19669 members 
Mstep: Class 10 contains 54854 members 
Mstep: Class 11 contains 109342 members 
Mstep: Class 12 contains 244169 members 
Mstep: Class 13 contains 21714 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 17625 members 
Mstep: Class 16 contains 24086 members 
Mstep: Class 17 contains 126228 members 
Mstep: Class 18 contains 25396 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 9175 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 170733 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 34113 members 
Mstep: Class 25 contains 3079 members 
Mstep: Class 26 contains 273073 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 39783 members 
Mstep: Class 30 contains 224136 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 63353 members 
Mstep: Class 33 contains 17491 members 
Mstep: Class 34 contains 5426 members 
Mstep: Class 35 contains 64596 members 
Mstep: Class 36 contains 1177 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957280.000000 Penalty: 136791.531250
Iteration 129Q: 39 clusters Score -2.259573e+08 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 60532 members 
Mstep: Class 3 contains 11448 members 
Mstep: Class 4 contains 42212 members 
Mstep: Class 5 contains 23879 members 
Mstep: Class 6 contains 179183 members 
Mstep: Class 7 contains 35325 members 
Mstep: Class 8 contains 30426 members 
Mstep: Class 9 contains 19668 members 
Mstep: Class 10 contains 55233 members 
Mstep: Class 11 contains 109231 members 
Mstep: Class 12 contains 244191 members 
Mstep: Class 13 contains 21711 members 
Mstep: Class 14 contains 692 members 
Mstep: Class 15 contains 17824 members 
Mstep: Class 16 contains 24084 members 
Mstep: Class 17 contains 125843 members 
Mstep: Class 18 contains 25378 members 
Mstep: Class 19 contains 14400 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7857 members 
Mstep: Class 22 contains 170582 members 
Mstep: Class 23 contains 13593 members 
Mstep: Class 24 contains 34159 members 
Mstep: Class 25 contains 3095 members 
Mstep: Class 26 contains 273047 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 9768 members 
Mstep: Class 29 contains 40108 members 
Mstep: Class 30 contains 224143 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 62540 members 
Mstep: Class 33 contains 17441 members 
Mstep: Class 34 contains 5467 members 
Mstep: Class 35 contains 65056 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956928.000000 Penalty: 136791.531250
Iteration 130Q: 39 clusters Score -2.259569e+08 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 60540 members 
Mstep: Class 3 contains 11459 members 
Mstep: Class 4 contains 42165 members 
Mstep: Class 5 contains 23872 members 
Mstep: Class 6 contains 179204 members 
Mstep: Class 7 contains 35327 members 
Mstep: Class 8 contains 30472 members 
Mstep: Class 9 contains 19676 members 
Mstep: Class 10 contains 55516 members 
Mstep: Class 11 contains 109141 members 
Mstep: Class 12 contains 244224 members 
Mstep: Class 13 contains 21712 members 
Mstep: Class 14 contains 693 members 
Mstep: Class 15 contains 18071 members 
Mstep: Class 16 contains 24086 members 
Mstep: Class 17 contains 125516 members 
Mstep: Class 18 contains 25371 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 170458 members 
Mstep: Class 23 contains 13604 members 
Mstep: Class 24 contains 34202 members 
Mstep: Class 25 contains 3118 members 
Mstep: Class 26 contains 272990 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 9770 members 
Mstep: Class 29 contains 40436 members 
Mstep: Class 30 contains 224145 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 61667 members 
Mstep: Class 33 contains 17394 members 
Mstep: Class 34 contains 5502 members 
Mstep: Class 35 contains 65512 members 
Mstep: Class 36 contains 1174 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956736.000000 Penalty: 136791.531250
Iteration 131Q: 39 clusters Score -2.259567e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 60537 members 
Mstep: Class 3 contains 11477 members 
Mstep: Class 4 contains 42119 members 
Mstep: Class 5 contains 23869 members 
Mstep: Class 6 contains 179223 members 
Mstep: Class 7 contains 35336 members 
Mstep: Class 8 contains 30512 members 
Mstep: Class 9 contains 19697 members 
Mstep: Class 10 contains 55768 members 
Mstep: Class 11 contains 109064 members 
Mstep: Class 12 contains 244240 members 
Mstep: Class 13 contains 21713 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18326 members 
Mstep: Class 16 contains 24088 members 
Mstep: Class 17 contains 125260 members 
Mstep: Class 18 contains 25355 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 22 contains 170347 members 
Mstep: Class 23 contains 13607 members 
Mstep: Class 24 contains 34248 members 
Mstep: Class 25 contains 3131 members 
Mstep: Class 26 contains 272888 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9786 members 
Mstep: Class 29 contains 40727 members 
Mstep: Class 30 contains 224133 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 60850 members 
Mstep: Class 33 contains 17348 members 
Mstep: Class 34 contains 5555 members 
Mstep: Class 35 contains 65941 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955840.000000 Penalty: 136791.531250
Iteration 132Q: 39 clusters Score -2.259558e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 60535 members 
Mstep: Class 3 contains 11493 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 23863 members 
Mstep: Class 6 contains 179229 members 
Mstep: Class 7 contains 35351 members 
Mstep: Class 8 contains 30558 members 
Mstep: Class 9 contains 19717 members 
Mstep: Class 10 contains 55958 members 
Mstep: Class 11 contains 108986 members 
Mstep: Class 12 contains 244260 members 
Mstep: Class 13 contains 21717 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 24091 members 
Mstep: Class 17 contains 124999 members 
Mstep: Class 18 contains 25327 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 170244 members 
Mstep: Class 23 contains 13619 members 
Mstep: Class 24 contains 34295 members 
Mstep: Class 25 contains 3140 members 
Mstep: Class 26 contains 272800 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9798 members 
Mstep: Class 29 contains 40997 members 
Mstep: Class 30 contains 224154 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 60053 members 
Mstep: Class 33 contains 17301 members 
Mstep: Class 34 contains 5609 members 
Mstep: Class 35 contains 66387 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955152.000000 Penalty: 136791.531250
Iteration 133Q: 39 clusters Score -2.259552e+08 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 60543 members 
Mstep: Class 3 contains 11521 members 
Mstep: Class 4 contains 42058 members 
Mstep: Class 5 contains 23862 members 
Mstep: Class 6 contains 179237 members 
Mstep: Class 7 contains 35356 members 
Mstep: Class 8 contains 30606 members 
Mstep: Class 9 contains 19732 members 
Mstep: Class 10 contains 56094 members 
Mstep: Class 11 contains 108938 members 
Mstep: Class 12 contains 244270 members 
Mstep: Class 13 contains 21722 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 18848 members 
Mstep: Class 16 contains 24091 members 
Mstep: Class 17 contains 124773 members 
Mstep: Class 18 contains 25319 members 
Mstep: Class 19 contains 14398 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7855 members 
Mstep: Class 22 contains 170153 members 
Mstep: Class 23 contains 13620 members 
Mstep: Class 24 contains 34332 members 
Mstep: Class 25 contains 3152 members 
Mstep: Class 26 contains 272699 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9807 members 
Mstep: Class 29 contains 41270 members 
Mstep: Class 30 contains 224167 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 59292 members 
Mstep: Class 33 contains 17261 members 
Mstep: Class 34 contains 5656 members 
Mstep: Class 35 contains 66765 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954608.000000 Penalty: 136791.531250
Iteration 134Q: 39 clusters Score -2.259546e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 60550 members 
Mstep: Class 3 contains 11537 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 23856 members 
Mstep: Class 6 contains 179240 members 
Mstep: Class 7 contains 35357 members 
Mstep: Class 8 contains 30662 members 
Mstep: Class 9 contains 19758 members 
Mstep: Class 10 contains 56200 members 
Mstep: Class 11 contains 108891 members 
Mstep: Class 12 contains 244271 members 
Mstep: Class 13 contains 21730 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 19125 members 
Mstep: Class 16 contains 24086 members 
Mstep: Class 17 contains 124547 members 
Mstep: Class 18 contains 25304 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 170086 members 
Mstep: Class 23 contains 13626 members 
Mstep: Class 24 contains 34362 members 
Mstep: Class 25 contains 3172 members 
Mstep: Class 26 contains 272579 members 
Mstep: Class 27 contains 6480 members 
Mstep: Class 28 contains 9816 members 
Mstep: Class 29 contains 41545 members 
Mstep: Class 30 contains 224177 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 58584 members 
Mstep: Class 33 contains 17222 members 
Mstep: Class 34 contains 5694 members 
Mstep: Class 35 contains 67124 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953728.000000 Penalty: 136791.531250
Iteration 135Q: 39 clusters Score -2.259537e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 60568 members 
Mstep: Class 3 contains 11565 members 
Mstep: Class 4 contains 42036 members 
Mstep: Class 5 contains 23842 members 
Mstep: Class 6 contains 179253 members 
Mstep: Class 7 contains 35361 members 
Mstep: Class 8 contains 30722 members 
Mstep: Class 9 contains 19781 members 
Mstep: Class 10 contains 56279 members 
Mstep: Class 11 contains 108838 members 
Mstep: Class 12 contains 244270 members 
Mstep: Class 13 contains 21733 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 19428 members 
Mstep: Class 16 contains 24082 members 
Mstep: Class 17 contains 124355 members 
Mstep: Class 18 contains 25287 members 
Mstep: Class 19 contains 14402 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 170027 members 
Mstep: Class 23 contains 13632 members 
Mstep: Class 24 contains 34379 members 
Mstep: Class 25 contains 3185 members 
Mstep: Class 26 contains 272437 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9823 members 
Mstep: Class 29 contains 41810 members 
Mstep: Class 30 contains 224199 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 57866 members 
Mstep: Class 33 contains 17183 members 
Mstep: Class 34 contains 5729 members 
Mstep: Class 35 contains 67474 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953312.000000 Penalty: 136791.531250
Iteration 136Q: 39 clusters Score -2.259533e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 60575 members 
Mstep: Class 3 contains 11582 members 
Mstep: Class 4 contains 42021 members 
Mstep: Class 5 contains 23838 members 
Mstep: Class 6 contains 179259 members 
Mstep: Class 7 contains 35364 members 
Mstep: Class 8 contains 30780 members 
Mstep: Class 9 contains 19805 members 
Mstep: Class 10 contains 56349 members 
Mstep: Class 11 contains 108793 members 
Mstep: Class 12 contains 244266 members 
Mstep: Class 13 contains 21741 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 24079 members 
Mstep: Class 17 contains 124194 members 
Mstep: Class 18 contains 25263 members 
Mstep: Class 19 contains 14402 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 169956 members 
Mstep: Class 23 contains 13639 members 
Mstep: Class 24 contains 34400 members 
Mstep: Class 25 contains 3200 members 
Mstep: Class 26 contains 272273 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9825 members 
Mstep: Class 29 contains 42070 members 
Mstep: Class 30 contains 224202 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 57194 members 
Mstep: Class 33 contains 17155 members 
Mstep: Class 34 contains 5753 members 
Mstep: Class 35 contains 67842 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952848.000000 Penalty: 136791.531250
Iteration 137Q: 39 clusters Score -2.259528e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 60582 members 
Mstep: Class 3 contains 11590 members 
Mstep: Class 4 contains 42002 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 179261 members 
Mstep: Class 7 contains 35378 members 
Mstep: Class 8 contains 30840 members 
Mstep: Class 9 contains 19819 members 
Mstep: Class 10 contains 56395 members 
Mstep: Class 11 contains 108762 members 
Mstep: Class 12 contains 244262 members 
Mstep: Class 13 contains 21744 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 20015 members 
Mstep: Class 16 contains 24078 members 
Mstep: Class 17 contains 124050 members 
Mstep: Class 18 contains 25250 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 169879 members 
Mstep: Class 23 contains 13645 members 
Mstep: Class 24 contains 34417 members 
Mstep: Class 25 contains 3216 members 
Mstep: Class 26 contains 272053 members 
Mstep: Class 27 contains 6477 members 
Mstep: Class 28 contains 9830 members 
Mstep: Class 29 contains 42329 members 
Mstep: Class 30 contains 224226 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 56578 members 
Mstep: Class 33 contains 17129 members 
Mstep: Class 34 contains 5774 members 
Mstep: Class 35 contains 68218 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952320.000000 Penalty: 136791.531250
Iteration 138Q: 39 clusters Score -2.259523e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 60596 members 
Mstep: Class 3 contains 11610 members 
Mstep: Class 4 contains 41988 members 
Mstep: Class 5 contains 23840 members 
Mstep: Class 6 contains 179268 members 
Mstep: Class 7 contains 35384 members 
Mstep: Class 8 contains 30887 members 
Mstep: Class 9 contains 19821 members 
Mstep: Class 10 contains 56428 members 
Mstep: Class 11 contains 108739 members 
Mstep: Class 12 contains 244256 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 20312 members 
Mstep: Class 16 contains 24079 members 
Mstep: Class 17 contains 123921 members 
Mstep: Class 18 contains 25235 members 
Mstep: Class 19 contains 14398 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7864 members 
Mstep: Class 22 contains 169812 members 
Mstep: Class 23 contains 13659 members 
Mstep: Class 24 contains 34437 members 
Mstep: Class 25 contains 3226 members 
Mstep: Class 26 contains 271782 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9831 members 
Mstep: Class 29 contains 42578 members 
Mstep: Class 30 contains 224242 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 56037 members 
Mstep: Class 33 contains 17087 members 
Mstep: Class 34 contains 5798 members 
Mstep: Class 35 contains 68570 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952048.000000 Penalty: 136791.531250
Iteration 139Q: 39 clusters Score -2.25952e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 60599 members 
Mstep: Class 3 contains 11626 members 
Mstep: Class 4 contains 41981 members 
Mstep: Class 5 contains 23841 members 
Mstep: Class 6 contains 179281 members 
Mstep: Class 7 contains 35392 members 
Mstep: Class 8 contains 30935 members 
Mstep: Class 9 contains 19834 members 
Mstep: Class 10 contains 56463 members 
Mstep: Class 11 contains 108716 members 
Mstep: Class 12 contains 244233 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 20633 members 
Mstep: Class 16 contains 24081 members 
Mstep: Class 17 contains 123820 members 
Mstep: Class 18 contains 25217 members 
Mstep: Class 19 contains 14398 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 169747 members 
Mstep: Class 23 contains 13663 members 
Mstep: Class 24 contains 34460 members 
Mstep: Class 25 contains 3230 members 
Mstep: Class 26 contains 271468 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9837 members 
Mstep: Class 29 contains 42823 members 
Mstep: Class 30 contains 224250 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 55513 members 
Mstep: Class 33 contains 17058 members 
Mstep: Class 34 contains 5826 members 
Mstep: Class 35 contains 68902 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951904.000000 Penalty: 136791.531250
Iteration 140F: 39 clusters Score -2.259519e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 60600 members 
Mstep: Class 3 contains 11638 members 
Mstep: Class 4 contains 41972 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 179292 members 
Mstep: Class 7 contains 35404 members 
Mstep: Class 8 contains 30960 members 
Mstep: Class 9 contains 19856 members 
Mstep: Class 10 contains 56494 members 
Mstep: Class 11 contains 108691 members 
Mstep: Class 12 contains 244215 members 
Mstep: Class 13 contains 21758 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 20948 members 
Mstep: Class 16 contains 24078 members 
Mstep: Class 17 contains 123706 members 
Mstep: Class 18 contains 25193 members 
Mstep: Class 19 contains 14400 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 169700 members 
Mstep: Class 23 contains 13670 members 
Mstep: Class 24 contains 34466 members 
Mstep: Class 25 contains 3235 members 
Mstep: Class 26 contains 271150 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9839 members 
Mstep: Class 29 contains 43049 members 
Mstep: Class 30 contains 224282 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 54998 members 
Mstep: Class 33 contains 17042 members 
Mstep: Class 34 contains 5867 members 
Mstep: Class 35 contains 69239 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951504.000000 Penalty: 136791.531250
Iteration 141Q: 39 clusters Score -2.259515e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 60613 members 
Mstep: Class 3 contains 11645 members 
Mstep: Class 4 contains 41961 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 179301 members 
Mstep: Class 7 contains 35411 members 
Mstep: Class 8 contains 31005 members 
Mstep: Class 9 contains 19873 members 
Mstep: Class 10 contains 56508 members 
Mstep: Class 11 contains 108667 members 
Mstep: Class 12 contains 244193 members 
Mstep: Class 13 contains 21765 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 21274 members 
Mstep: Class 16 contains 24075 members 
Mstep: Class 17 contains 123605 members 
Mstep: Class 18 contains 25181 members 
Mstep: Class 19 contains 14400 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 169670 members 
Mstep: Class 23 contains 13669 members 
Mstep: Class 24 contains 34477 members 
Mstep: Class 25 contains 3244 members 
Mstep: Class 26 contains 270809 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9834 members 
Mstep: Class 29 contains 43276 members 
Mstep: Class 30 contains 224286 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 54515 members 
Mstep: Class 33 contains 17027 members 
Mstep: Class 34 contains 5904 members 
Mstep: Class 35 contains 69555 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950832.000000 Penalty: 136791.531250
Iteration 142Q: 39 clusters Score -2.259508e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 60621 members 
Mstep: Class 3 contains 11664 members 
Mstep: Class 4 contains 41943 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 179307 members 
Mstep: Class 7 contains 35419 members 
Mstep: Class 8 contains 31058 members 
Mstep: Class 9 contains 19891 members 
Mstep: Class 10 contains 56558 members 
Mstep: Class 11 contains 108639 members 
Mstep: Class 12 contains 244172 members 
Mstep: Class 13 contains 21760 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 21611 members 
Mstep: Class 16 contains 24073 members 
Mstep: Class 17 contains 123497 members 
Mstep: Class 18 contains 25166 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7857 members 
Mstep: Class 22 contains 169621 members 
Mstep: Class 23 contains 13670 members 
Mstep: Class 24 contains 34493 members 
Mstep: Class 25 contains 3249 members 
Mstep: Class 26 contains 270418 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9837 members 
Mstep: Class 29 contains 43508 members 
Mstep: Class 30 contains 224289 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 54032 members 
Mstep: Class 33 contains 17007 members 
Mstep: Class 34 contains 5944 members 
Mstep: Class 35 contains 69900 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950336.000000 Penalty: 136791.531250
Iteration 143Q: 39 clusters Score -2.259503e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 60628 members 
Mstep: Class 3 contains 11669 members 
Mstep: Class 4 contains 41925 members 
Mstep: Class 5 contains 23830 members 
Mstep: Class 6 contains 179317 members 
Mstep: Class 7 contains 35427 members 
Mstep: Class 8 contains 31111 members 
Mstep: Class 9 contains 19911 members 
Mstep: Class 10 contains 56589 members 
Mstep: Class 11 contains 108618 members 
Mstep: Class 12 contains 244146 members 
Mstep: Class 13 contains 21765 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 21941 members 
Mstep: Class 16 contains 24069 members 
Mstep: Class 17 contains 123413 members 
Mstep: Class 18 contains 25127 members 
Mstep: Class 19 contains 14402 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7858 members 
Mstep: Class 22 contains 169587 members 
Mstep: Class 23 contains 13670 members 
Mstep: Class 24 contains 34516 members 
Mstep: Class 25 contains 3256 members 
Mstep: Class 26 contains 270052 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9841 members 
Mstep: Class 29 contains 43737 members 
Mstep: Class 30 contains 224300 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 53561 members 
Mstep: Class 33 contains 16987 members 
Mstep: Class 34 contains 5977 members 
Mstep: Class 35 contains 70205 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950496.000000 Penalty: 136791.531250
Iteration 144Q: 39 clusters Score -2.259505e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 60634 members 
Mstep: Class 3 contains 11672 members 
Mstep: Class 4 contains 41908 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35432 members 
Mstep: Class 8 contains 31160 members 
Mstep: Class 9 contains 19921 members 
Mstep: Class 10 contains 56620 members 
Mstep: Class 11 contains 108592 members 
Mstep: Class 12 contains 244116 members 
Mstep: Class 13 contains 21771 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 22288 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 123341 members 
Mstep: Class 18 contains 25087 members 
Mstep: Class 19 contains 14402 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 169538 members 
Mstep: Class 23 contains 13670 members 
Mstep: Class 24 contains 34538 members 
Mstep: Class 25 contains 3259 members 
Mstep: Class 26 contains 269688 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9847 members 
Mstep: Class 29 contains 43954 members 
Mstep: Class 30 contains 224319 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 53109 members 
Mstep: Class 33 contains 16962 members 
Mstep: Class 34 contains 6012 members 
Mstep: Class 35 contains 70518 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950048.000000 Penalty: 136791.531250
Iteration 145Q: 39 clusters Score -2.2595e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 60634 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 41896 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 179329 members 
Mstep: Class 7 contains 35435 members 
Mstep: Class 8 contains 31197 members 
Mstep: Class 9 contains 19925 members 
Mstep: Class 10 contains 56648 members 
Mstep: Class 11 contains 108556 members 
Mstep: Class 12 contains 244101 members 
Mstep: Class 13 contains 21773 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 22624 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 123253 members 
Mstep: Class 18 contains 25073 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 169498 members 
Mstep: Class 23 contains 13675 members 
Mstep: Class 24 contains 34567 members 
Mstep: Class 25 contains 3262 members 
Mstep: Class 26 contains 269317 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9852 members 
Mstep: Class 29 contains 44182 members 
Mstep: Class 30 contains 224344 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 52653 members 
Mstep: Class 33 contains 16934 members 
Mstep: Class 34 contains 6051 members 
Mstep: Class 35 contains 70817 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949312.000000 Penalty: 136791.531250
Iteration 146Q: 39 clusters Score -2.259493e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 60636 members 
Mstep: Class 3 contains 11692 members 
Mstep: Class 4 contains 41883 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 179330 members 
Mstep: Class 7 contains 35440 members 
Mstep: Class 8 contains 31240 members 
Mstep: Class 9 contains 19928 members 
Mstep: Class 10 contains 56662 members 
Mstep: Class 11 contains 108524 members 
Mstep: Class 12 contains 244084 members 
Mstep: Class 13 contains 21774 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 22984 members 
Mstep: Class 16 contains 24064 members 
Mstep: Class 17 contains 123185 members 
Mstep: Class 18 contains 25065 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 169465 members 
Mstep: Class 23 contains 13682 members 
Mstep: Class 24 contains 34602 members 
Mstep: Class 25 contains 3267 members 
Mstep: Class 26 contains 268856 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9855 members 
Mstep: Class 29 contains 44451 members 
Mstep: Class 30 contains 224342 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 52168 members 
Mstep: Class 33 contains 16912 members 
Mstep: Class 34 contains 6097 members 
Mstep: Class 35 contains 71158 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949088.000000 Penalty: 136791.531250
Iteration 147Q: 39 clusters Score -2.259491e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 60639 members 
Mstep: Class 3 contains 11696 members 
Mstep: Class 4 contains 41871 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 179329 members 
Mstep: Class 7 contains 35440 members 
Mstep: Class 8 contains 31285 members 
Mstep: Class 9 contains 19942 members 
Mstep: Class 10 contains 56675 members 
Mstep: Class 11 contains 108487 members 
Mstep: Class 12 contains 244075 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 23381 members 
Mstep: Class 16 contains 24064 members 
Mstep: Class 17 contains 123114 members 
Mstep: Class 18 contains 25044 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 169422 members 
Mstep: Class 23 contains 13692 members 
Mstep: Class 24 contains 34619 members 
Mstep: Class 25 contains 3273 members 
Mstep: Class 26 contains 268389 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 44717 members 
Mstep: Class 30 contains 224342 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 51687 members 
Mstep: Class 33 contains 16903 members 
Mstep: Class 34 contains 6144 members 
Mstep: Class 35 contains 71474 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949056.000000 Penalty: 136791.531250
Iteration 148Q: 39 clusters Score -2.259491e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 60639 members 
Mstep: Class 3 contains 11696 members 
Mstep: Class 4 contains 41870 members 
Mstep: Class 5 contains 23819 members 
Mstep: Class 6 contains 179334 members 
Mstep: Class 7 contains 35442 members 
Mstep: Class 8 contains 31340 members 
Mstep: Class 9 contains 19951 members 
Mstep: Class 10 contains 56685 members 
Mstep: Class 11 contains 108440 members 
Mstep: Class 12 contains 244067 members 
Mstep: Class 13 contains 21785 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 23745 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 123033 members 
Mstep: Class 18 contains 25021 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 169376 members 
Mstep: Class 23 contains 13702 members 
Mstep: Class 24 contains 34645 members 
Mstep: Class 25 contains 3277 members 
Mstep: Class 26 contains 267981 members 
Mstep: Class 27 contains 6473 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 44980 members 
Mstep: Class 30 contains 224348 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 51182 members 
Mstep: Class 33 contains 16895 members 
Mstep: Class 34 contains 6203 members 
Mstep: Class 35 contains 71782 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948640.000000 Penalty: 136791.531250
Iteration 149Q: 39 clusters Score -2.259486e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 60639 members 
Mstep: Class 3 contains 11700 members 
Mstep: Class 4 contains 41868 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 179332 members 
Mstep: Class 7 contains 35445 members 
Mstep: Class 8 contains 31379 members 
Mstep: Class 9 contains 19949 members 
Mstep: Class 10 contains 56699 members 
Mstep: Class 11 contains 108392 members 
Mstep: Class 12 contains 244061 members 
Mstep: Class 13 contains 21799 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 24107 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 122976 members 
Mstep: Class 18 contains 24998 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 169345 members 
Mstep: Class 23 contains 13717 members 
Mstep: Class 24 contains 34668 members 
Mstep: Class 25 contains 3279 members 
Mstep: Class 26 contains 267572 members 
Mstep: Class 27 contains 6474 members 
Mstep: Class 28 contains 9861 members 
Mstep: Class 29 contains 45202 members 
Mstep: Class 30 contains 224350 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 50704 members 
Mstep: Class 33 contains 16873 members 
Mstep: Class 34 contains 6255 members 
Mstep: Class 35 contains 72102 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948416.000000 Penalty: 136791.531250
Iteration 150Q: 39 clusters Score -2.259484e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 60640 members 
Mstep: Class 3 contains 11704 members 
Mstep: Class 4 contains 41869 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 179328 members 
Mstep: Class 7 contains 35446 members 
Mstep: Class 8 contains 31427 members 
Mstep: Class 9 contains 19947 members 
Mstep: Class 10 contains 56718 members 
Mstep: Class 11 contains 108338 members 
Mstep: Class 12 contains 244066 members 
Mstep: Class 13 contains 21804 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 24479 members 
Mstep: Class 16 contains 24064 members 
Mstep: Class 17 contains 122921 members 
Mstep: Class 18 contains 24973 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 169299 members 
Mstep: Class 23 contains 13725 members 
Mstep: Class 24 contains 34690 members 
Mstep: Class 25 contains 3284 members 
Mstep: Class 26 contains 267160 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 45457 members 
Mstep: Class 30 contains 224344 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 50195 members 
Mstep: Class 33 contains 16863 members 
Mstep: Class 34 contains 6301 members 
Mstep: Class 35 contains 72428 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948304.000000 Penalty: 136791.531250
Iteration 151Q: 39 clusters Score -2.259483e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 60635 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 41857 members 
Mstep: Class 5 contains 23802 members 
Mstep: Class 6 contains 179323 members 
Mstep: Class 7 contains 35444 members 
Mstep: Class 8 contains 31461 members 
Mstep: Class 9 contains 19949 members 
Mstep: Class 10 contains 56723 members 
Mstep: Class 11 contains 108288 members 
Mstep: Class 12 contains 244060 members 
Mstep: Class 13 contains 21811 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 24869 members 
Mstep: Class 16 contains 24060 members 
Mstep: Class 17 contains 122871 members 
Mstep: Class 18 contains 24949 members 
Mstep: Class 19 contains 14401 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 169252 members 
Mstep: Class 23 contains 13733 members 
Mstep: Class 24 contains 34714 members 
Mstep: Class 25 contains 3287 members 
Mstep: Class 26 contains 266746 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 9861 members 
Mstep: Class 29 contains 45713 members 
Mstep: Class 30 contains 224346 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 49677 members 
Mstep: Class 33 contains 16853 members 
Mstep: Class 34 contains 6377 members 
Mstep: Class 35 contains 72750 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948048.000000 Penalty: 136791.531250
Iteration 152Q: 39 clusters Score -2.25948e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 60635 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 41857 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 179327 members 
Mstep: Class 7 contains 35445 members 
Mstep: Class 8 contains 31506 members 
Mstep: Class 9 contains 19958 members 
Mstep: Class 10 contains 56736 members 
Mstep: Class 11 contains 108251 members 
Mstep: Class 12 contains 244068 members 
Mstep: Class 13 contains 21815 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 25268 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 122818 members 
Mstep: Class 18 contains 24928 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 22 contains 169197 members 
Mstep: Class 23 contains 13739 members 
Mstep: Class 24 contains 34734 members 
Mstep: Class 25 contains 3291 members 
Mstep: Class 26 contains 266286 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 45993 members 
Mstep: Class 30 contains 224353 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 49153 members 
Mstep: Class 33 contains 16836 members 
Mstep: Class 34 contains 6443 members 
Mstep: Class 35 contains 73057 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947568.000000 Penalty: 136791.531250
Iteration 153Q: 39 clusters Score -2.259476e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 60636 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 41857 members 
Mstep: Class 5 contains 23803 members 
Mstep: Class 6 contains 179323 members 
Mstep: Class 7 contains 35451 members 
Mstep: Class 8 contains 31551 members 
Mstep: Class 9 contains 19970 members 
Mstep: Class 10 contains 56750 members 
Mstep: Class 11 contains 108206 members 
Mstep: Class 12 contains 244074 members 
Mstep: Class 13 contains 21817 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 25653 members 
Mstep: Class 16 contains 24060 members 
Mstep: Class 17 contains 122741 members 
Mstep: Class 18 contains 24910 members 
Mstep: Class 19 contains 14400 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7885 members 
Mstep: Class 22 contains 169169 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 34758 members 
Mstep: Class 25 contains 3294 members 
Mstep: Class 26 contains 265852 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 46283 members 
Mstep: Class 30 contains 224359 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 48627 members 
Mstep: Class 33 contains 16806 members 
Mstep: Class 34 contains 6499 members 
Mstep: Class 35 contains 73345 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947168.000000 Penalty: 136791.531250
Iteration 154Q: 39 clusters Score -2.259472e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 60636 members 
Mstep: Class 3 contains 11722 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 179318 members 
Mstep: Class 7 contains 35462 members 
Mstep: Class 8 contains 31602 members 
Mstep: Class 9 contains 19980 members 
Mstep: Class 10 contains 56758 members 
Mstep: Class 11 contains 108162 members 
Mstep: Class 12 contains 244086 members 
Mstep: Class 13 contains 21819 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 26065 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 122669 members 
Mstep: Class 18 contains 24889 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 22 contains 169138 members 
Mstep: Class 23 contains 13747 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 3298 members 
Mstep: Class 26 contains 265453 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 46586 members 
Mstep: Class 30 contains 224378 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 48095 members 
Mstep: Class 33 contains 16774 members 
Mstep: Class 34 contains 6554 members 
Mstep: Class 35 contains 73588 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947200.000000 Penalty: 136791.531250
Iteration 155Q: 39 clusters Score -2.259472e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 60636 members 
Mstep: Class 3 contains 11725 members 
Mstep: Class 4 contains 41853 members 
Mstep: Class 5 contains 23802 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35469 members 
Mstep: Class 8 contains 31633 members 
Mstep: Class 9 contains 20000 members 
Mstep: Class 10 contains 56753 members 
Mstep: Class 11 contains 108106 members 
Mstep: Class 12 contains 244082 members 
Mstep: Class 13 contains 21823 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 26493 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122593 members 
Mstep: Class 18 contains 24866 members 
Mstep: Class 19 contains 14398 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7882 members 
Mstep: Class 22 contains 169110 members 
Mstep: Class 23 contains 13749 members 
Mstep: Class 24 contains 34792 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 264976 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9864 members 
Mstep: Class 29 contains 46873 members 
Mstep: Class 30 contains 224386 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 47633 members 
Mstep: Class 33 contains 16749 members 
Mstep: Class 34 contains 6605 members 
Mstep: Class 35 contains 73858 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947040.000000 Penalty: 136791.531250
Iteration 156Q: 39 clusters Score -2.25947e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 60641 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 41854 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 179322 members 
Mstep: Class 7 contains 35473 members 
Mstep: Class 8 contains 31668 members 
Mstep: Class 9 contains 20018 members 
Mstep: Class 10 contains 56754 members 
Mstep: Class 11 contains 108079 members 
Mstep: Class 12 contains 244079 members 
Mstep: Class 13 contains 21823 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 26953 members 
Mstep: Class 16 contains 24050 members 
Mstep: Class 17 contains 122509 members 
Mstep: Class 18 contains 24837 members 
Mstep: Class 19 contains 14398 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 169058 members 
Mstep: Class 23 contains 13750 members 
Mstep: Class 24 contains 34799 members 
Mstep: Class 25 contains 3311 members 
Mstep: Class 26 contains 264522 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9868 members 
Mstep: Class 29 contains 47131 members 
Mstep: Class 30 contains 224386 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 47190 members 
Mstep: Class 33 contains 16713 members 
Mstep: Class 34 contains 6656 members 
Mstep: Class 35 contains 74127 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946576.000000 Penalty: 136791.531250
Iteration 157Q: 39 clusters Score -2.259466e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 60646 members 
Mstep: Class 3 contains 11733 members 
Mstep: Class 4 contains 41858 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 179319 members 
Mstep: Class 7 contains 35475 members 
Mstep: Class 8 contains 31687 members 
Mstep: Class 9 contains 20016 members 
Mstep: Class 10 contains 56748 members 
Mstep: Class 11 contains 108053 members 
Mstep: Class 12 contains 244088 members 
Mstep: Class 13 contains 21829 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 27402 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122448 members 
Mstep: Class 18 contains 24804 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 169006 members 
Mstep: Class 23 contains 13757 members 
Mstep: Class 24 contains 34801 members 
Mstep: Class 25 contains 3321 members 
Mstep: Class 26 contains 264042 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9867 members 
Mstep: Class 29 contains 47370 members 
Mstep: Class 30 contains 224389 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 46780 members 
Mstep: Class 33 contains 16690 members 
Mstep: Class 34 contains 6711 members 
Mstep: Class 35 contains 74391 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946432.000000 Penalty: 136791.531250
Iteration 158Q: 39 clusters Score -2.259464e+08 nChanged 2138
Entering ConstructFrom: 
Score: -225946432.000000 Penalty: 136791.531250
Entering ConstructFrom: 
Trying to split cluster 1 (14824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Entering Unmasked Estep 
Score: -1682446.125000 Penalty: 2381.792725
	Iteration 0F: 2 clusters Score -1682446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1671651.625000 Penalty: 4763.585449
	Iteration 0F: 3 clusters Score -1671652 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1675062.375000 Penalty: 4763.585449
	Iteration 1F: 3 clusters Score -1675062 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1675435.250000 Penalty: 4763.585449
	Iteration 2F: 3 clusters Score -1675435 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1675816.875000 Penalty: 4763.585449
	Iteration 3F: 3 clusters Score -1675817 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1676249.250000 Penalty: 4763.585449
	Iteration 4F: 3 clusters Score -1676249 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1676817.625000 Penalty: 4763.585449
	Iteration 5F: 3 clusters Score -1676818 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1677502.500000 Penalty: 4763.585449
	Iteration 6F: 3 clusters Score -1677502 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1678262.125000 Penalty: 4763.585449
	Iteration 7F: 3 clusters Score -1678262 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1678904.000000 Penalty: 4763.585449
	Iteration 8F: 3 clusters Score -1678904 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1679409.875000 Penalty: 4763.585449
	Iteration 9F: 3 clusters Score -1679410 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1679786.125000 Penalty: 4763.585449
	Iteration 10Q: 3 clusters Score -1679786 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1680039.125000 Penalty: 4763.585449
	Iteration 11Q: 3 clusters Score -1680039 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1680233.750000 Penalty: 4763.585449
	Iteration 12Q: 3 clusters Score -1680234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1680366.000000 Penalty: 4763.585449
	Iteration 13Q: 3 clusters Score -1680366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1680506.250000 Penalty: 4763.585449
	Iteration 14Q: 3 clusters Score -1680506 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1680580.250000 Penalty: 4763.585449
	Iteration 15Q: 3 clusters Score -1680580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1680638.750000 Penalty: 4763.585449
	Iteration 16Q: 3 clusters Score -1680639 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1680674.625000 Penalty: 4763.585449
	Iteration 17Q: 3 clusters Score -1680675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1680703.000000 Penalty: 4763.585449
	Iteration 18Q: 3 clusters Score -1680703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1680723.875000 Penalty: 4763.585449
	Iteration 19Q: 3 clusters Score -1680724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1680743.000000 Penalty: 4763.585449
	Iteration 20F: 3 clusters Score -1680743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1680761.875000 Penalty: 4763.585449
	Iteration 21Q: 3 clusters Score -1680762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1680774.375000 Penalty: 4763.585449
	Iteration 22Q: 3 clusters Score -1680774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1680784.625000 Penalty: 4763.585449
	Iteration 23Q: 3 clusters Score -1680785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1680795.750000 Penalty: 4763.585449
	Iteration 24Q: 3 clusters Score -1680796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1680801.375000 Penalty: 4763.585449
	Iteration 25Q: 3 clusters Score -1680801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1680807.875000 Penalty: 4763.585449
	Iteration 26Q: 3 clusters Score -1680808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1680810.125000 Penalty: 4763.585449
	Iteration 27Q: 3 clusters Score -1680810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1680809.625000 Penalty: 4763.585449
	Iteration 28Q: 3 clusters Score -1680810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1680807.500000 Penalty: 4763.585449
	Iteration 29Q: 3 clusters Score -1680808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1680809.375000 Penalty: 4763.585449
	Iteration 30Q: 3 clusters Score -1680809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1680808.875000 Penalty: 4763.585449
	Iteration 31Q: 3 clusters Score -1680809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1680809.750000 Penalty: 4763.585449
	Iteration 32Q: 3 clusters Score -1680810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1680809.000000 Penalty: 4763.585449
	Iteration 33Q: 3 clusters Score -1680809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1680808.875000 Penalty: 4763.585449
	Iteration 34Q: 3 clusters Score -1680809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1680808.375000 Penalty: 4763.585449
	Iteration 35Q: 3 clusters Score -1680808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1680808.375000 Penalty: 4763.585449
	Iteration 36F: 3 clusters Score -1680808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Entering Unmasked Estep 
Score: -7032932.500000 Penalty: 2731.201172
	Iteration 0F: 2 clusters Score -7032932 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 30254 members 
Entering Unmasked Estep 
Score: -6992171.500000 Penalty: 5462.402344
	Iteration 0F: 3 clusters Score -6992172 nChanged 28377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -7008154.500000 Penalty: 5462.402344
	Iteration 1F: 3 clusters Score -7008154 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -7008873.000000 Penalty: 5462.402344
	Iteration 2Q: 3 clusters Score -7008873 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -7009728.000000 Penalty: 5462.402344
	Iteration 3Q: 3 clusters Score -7009728 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -7010859.000000 Penalty: 5462.402344
	Iteration 4Q: 3 clusters Score -7010859 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -7012683.500000 Penalty: 5462.402344
	Iteration 5F: 3 clusters Score -7012684 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -7015641.500000 Penalty: 5462.402344
	Iteration 6F: 3 clusters Score -7015642 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -7019595.000000 Penalty: 5462.402344
	Iteration 7F: 3 clusters Score -7019595 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -7023676.500000 Penalty: 5462.402344
	Iteration 8F: 3 clusters Score -7023676 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -7026704.500000 Penalty: 5462.402344
	Iteration 9F: 3 clusters Score -7026704 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -7028552.500000 Penalty: 5462.402344
	Iteration 10Q: 3 clusters Score -7028552 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7029651.500000 Penalty: 5462.402344
	Iteration 11Q: 3 clusters Score -7029652 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7030265.000000 Penalty: 5462.402344
	Iteration 12Q: 3 clusters Score -7030265 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -7030580.500000 Penalty: 5462.402344
	Iteration 13Q: 3 clusters Score -7030580 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7030821.000000 Penalty: 5462.402344
	Iteration 14Q: 3 clusters Score -7030821 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59105 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7030933.000000 Penalty: 5462.402344
	Iteration 15Q: 3 clusters Score -7030933 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7031017.000000 Penalty: 5462.402344
	Iteration 16Q: 3 clusters Score -7031017 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7031069.000000 Penalty: 5462.402344
	Iteration 17Q: 3 clusters Score -7031069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7031083.500000 Penalty: 5462.402344
	Iteration 18Q: 3 clusters Score -7031084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7031095.500000 Penalty: 5462.402344
	Iteration 19Q: 3 clusters Score -7031096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7031104.000000 Penalty: 5462.402344
	Iteration 20F: 3 clusters Score -7031104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7031113.000000 Penalty: 5462.402344
	Iteration 21Q: 3 clusters Score -7031113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7031125.000000 Penalty: 5462.402344
	Iteration 22Q: 3 clusters Score -7031125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7031128.500000 Penalty: 5462.402344
	Iteration 23Q: 3 clusters Score -7031128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7031123.000000 Penalty: 5462.402344
	Iteration 24Q: 3 clusters Score -7031123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7031144.000000 Penalty: 5462.402344
	Iteration 25Q: 3 clusters Score -7031144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7031138.000000 Penalty: 5462.402344
	Iteration 26Q: 3 clusters Score -7031138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7031136.500000 Penalty: 5462.402344
	Iteration 27Q: 3 clusters Score -7031136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7031140.000000 Penalty: 5462.402344
	Iteration 28Q: 3 clusters Score -7031140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7031137.500000 Penalty: 5462.402344
	Iteration 29Q: 3 clusters Score -7031138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7031145.500000 Penalty: 5462.402344
	Iteration 30Q: 3 clusters Score -7031146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7031143.000000 Penalty: 5462.402344
	Iteration 31Q: 3 clusters Score -7031143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7031138.500000 Penalty: 5462.402344
	Iteration 32Q: 3 clusters Score -7031138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7031145.000000 Penalty: 5462.402344
	Iteration 33Q: 3 clusters Score -7031145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7031145.500000 Penalty: 5462.402344
	Iteration 34Q: 3 clusters Score -7031146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7031149.000000 Penalty: 5462.402344
	Iteration 35Q: 3 clusters Score -7031149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7031147.000000 Penalty: 5462.402344
	Iteration 36Q: 3 clusters Score -7031147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7031154.000000 Penalty: 5462.402344
	Iteration 37Q: 3 clusters Score -7031154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7031152.000000 Penalty: 5462.402344
	Iteration 38Q: 3 clusters Score -7031152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7031153.500000 Penalty: 5462.402344
	Iteration 39Q: 3 clusters Score -7031154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7031145.500000 Penalty: 5462.402344
	Iteration 40F: 3 clusters Score -7031146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7031152.500000 Penalty: 5462.402344
	Iteration 41Q: 3 clusters Score -7031152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7031157.000000 Penalty: 5462.402344
	Iteration 42Q: 3 clusters Score -7031157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7031157.000000 Penalty: 5462.402344
	Iteration 43F: 3 clusters Score -7031157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Entering Unmasked Estep 
Score: -1241493.625000 Penalty: 2323.863281
	Iteration 0F: 2 clusters Score -1241494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1232702.375000 Penalty: 4647.726562
	Iteration 0F: 3 clusters Score -1232702 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1235461.500000 Penalty: 4647.726562
	Iteration 1F: 3 clusters Score -1235462 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1236161.875000 Penalty: 4647.726562
	Iteration 2F: 3 clusters Score -1236162 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1237078.000000 Penalty: 4647.726562
	Iteration 3F: 3 clusters Score -1237078 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1237981.375000 Penalty: 4647.726562
	Iteration 4F: 3 clusters Score -1237981 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1238854.500000 Penalty: 4647.726562
	Iteration 5F: 3 clusters Score -1238854 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1239619.500000 Penalty: 4647.726562
	Iteration 6F: 3 clusters Score -1239620 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1240264.250000 Penalty: 4647.726562
	Iteration 7F: 3 clusters Score -1240264 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1240759.750000 Penalty: 4647.726562
	Iteration 8Q: 3 clusters Score -1240760 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1241099.000000 Penalty: 4647.726562
	Iteration 9Q: 3 clusters Score -1241099 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1241331.500000 Penalty: 4647.726562
	Iteration 10Q: 3 clusters Score -1241332 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1241517.125000 Penalty: 4647.726562
	Iteration 11Q: 3 clusters Score -1241517 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1241658.500000 Penalty: 4647.726562
	Iteration 12Q: 3 clusters Score -1241658 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1241778.250000 Penalty: 4647.726562
	Iteration 13Q: 3 clusters Score -1241778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1241839.500000 Penalty: 4647.726562
	Iteration 14Q: 3 clusters Score -1241840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1241865.125000 Penalty: 4647.726562
	Iteration 15Q: 3 clusters Score -1241865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1241878.625000 Penalty: 4647.726562
	Iteration 16Q: 3 clusters Score -1241879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1241887.750000 Penalty: 4647.726562
	Iteration 17Q: 3 clusters Score -1241888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1241890.625000 Penalty: 4647.726562
	Iteration 18Q: 3 clusters Score -1241891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1241893.125000 Penalty: 4647.726562
	Iteration 19Q: 3 clusters Score -1241893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1241893.250000 Penalty: 4647.726562
	Iteration 20F: 3 clusters Score -1241893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1241893.125000 Penalty: 4647.726562
	Iteration 21Q: 3 clusters Score -1241893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1241893.000000 Penalty: 4647.726562
	Iteration 22Q: 3 clusters Score -1241893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1241894.750000 Penalty: 4647.726562
	Iteration 23Q: 3 clusters Score -1241895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1241894.750000 Penalty: 4647.726562
	Iteration 24F: 3 clusters Score -1241895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 60652 members 
Mstep: Class 3 contains 2069 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 31703 members 
Mstep: Class 9 contains 20025 members 
Mstep: Class 10 contains 56746 members 
Mstep: Class 11 contains 108022 members 
Mstep: Class 12 contains 244092 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122391 members 
Mstep: Class 18 contains 24780 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 168967 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 34802 members 
Mstep: Class 25 contains 3325 members 
Mstep: Class 26 contains 263551 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 47578 members 
Mstep: Class 30 contains 224398 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 46434 members 
Mstep: Class 33 contains 16653 members 
Mstep: Class 34 contains 6758 members 
Mstep: Class 35 contains 74636 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12441 members 
Mstep: Class 39 contains 9667 members 
Entering Unmasked Estep 
Score: -225945216.000000 Penalty: 140391.312500
Splitting cluster 3 changes total score from -225946432.000000 to -225945216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (41850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Entering Unmasked Estep 
Score: -4845691.500000 Penalty: 2639.177979
	Iteration 0F: 2 clusters Score -4845692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4817279.500000 Penalty: 5278.355957
	Iteration 0F: 3 clusters Score -4817280 nChanged 19263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4827994.500000 Penalty: 5278.355957
	Iteration 1F: 3 clusters Score -4827994 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4828625.500000 Penalty: 5278.355957
	Iteration 2Q: 3 clusters Score -4828626 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4829399.500000 Penalty: 5278.355957
	Iteration 3Q: 3 clusters Score -4829400 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4830459.000000 Penalty: 5278.355957
	Iteration 4F: 3 clusters Score -4830459 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4831976.500000 Penalty: 5278.355957
	Iteration 5F: 3 clusters Score -4831976 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -4834055.500000 Penalty: 5278.355957
	Iteration 6F: 3 clusters Score -4834056 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4836441.000000 Penalty: 5278.355957
	Iteration 7F: 3 clusters Score -4836441 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4838694.500000 Penalty: 5278.355957
	Iteration 8F: 3 clusters Score -4838694 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4840507.000000 Penalty: 5278.355957
	Iteration 9F: 3 clusters Score -4840507 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4841777.500000 Penalty: 5278.355957
	Iteration 10Q: 3 clusters Score -4841778 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4842544.500000 Penalty: 5278.355957
	Iteration 11Q: 3 clusters Score -4842544 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4842935.500000 Penalty: 5278.355957
	Iteration 12Q: 3 clusters Score -4842936 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4843176.500000 Penalty: 5278.355957
	Iteration 13Q: 3 clusters Score -4843176 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4843323.500000 Penalty: 5278.355957
	Iteration 14Q: 3 clusters Score -4843324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4843424.000000 Penalty: 5278.355957
	Iteration 15Q: 3 clusters Score -4843424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4843479.000000 Penalty: 5278.355957
	Iteration 16Q: 3 clusters Score -4843479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4843512.000000 Penalty: 5278.355957
	Iteration 17Q: 3 clusters Score -4843512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4843536.500000 Penalty: 5278.355957
	Iteration 18Q: 3 clusters Score -4843536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4843553.000000 Penalty: 5278.355957
	Iteration 19Q: 3 clusters Score -4843553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4843570.500000 Penalty: 5278.355957
	Iteration 20F: 3 clusters Score -4843570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4843575.500000 Penalty: 5278.355957
	Iteration 21Q: 3 clusters Score -4843576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4843585.000000 Penalty: 5278.355957
	Iteration 22Q: 3 clusters Score -4843585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4843584.000000 Penalty: 5278.355957
	Iteration 23Q: 3 clusters Score -4843584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4843585.000000 Penalty: 5278.355957
	Iteration 24Q: 3 clusters Score -4843585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4843593.500000 Penalty: 5278.355957
	Iteration 25Q: 3 clusters Score -4843594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4843596.000000 Penalty: 5278.355957
	Iteration 26Q: 3 clusters Score -4843596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4843604.500000 Penalty: 5278.355957
	Iteration 27Q: 3 clusters Score -4843604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4843605.000000 Penalty: 5278.355957
	Iteration 28Q: 3 clusters Score -4843605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4843602.000000 Penalty: 5278.355957
	Iteration 29Q: 3 clusters Score -4843602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4843601.500000 Penalty: 5278.355957
	Iteration 30Q: 3 clusters Score -4843602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4843604.000000 Penalty: 5278.355957
	Iteration 31Q: 3 clusters Score -4843604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4843604.000000 Penalty: 5278.355957
	Iteration 32F: 3 clusters Score -4843604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Entering Unmasked Estep 
Score: -2695689.750000 Penalty: 2499.278320
	Iteration 0F: 2 clusters Score -2695690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2679123.750000 Penalty: 4998.556641
	Iteration 0F: 3 clusters Score -2679124 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2685108.000000 Penalty: 4998.556641
	Iteration 1F: 3 clusters Score -2685108 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2685852.500000 Penalty: 4998.556641
	Iteration 2F: 3 clusters Score -2685852 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2686793.750000 Penalty: 4998.556641
	Iteration 3F: 3 clusters Score -2686794 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2687988.500000 Penalty: 4998.556641
	Iteration 4F: 3 clusters Score -2687988 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2689278.750000 Penalty: 4998.556641
	Iteration 5F: 3 clusters Score -2689279 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2690438.500000 Penalty: 4998.556641
	Iteration 6F: 3 clusters Score -2690438 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2691311.500000 Penalty: 4998.556641
	Iteration 7F: 3 clusters Score -2691312 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2692029.500000 Penalty: 4998.556641
	Iteration 8Q: 3 clusters Score -2692030 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2692564.250000 Penalty: 4998.556641
	Iteration 9Q: 3 clusters Score -2692564 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2692990.500000 Penalty: 4998.556641
	Iteration 10Q: 3 clusters Score -2692990 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2693319.250000 Penalty: 4998.556641
	Iteration 11Q: 3 clusters Score -2693319 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2693573.750000 Penalty: 4998.556641
	Iteration 12Q: 3 clusters Score -2693574 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2693756.750000 Penalty: 4998.556641
	Iteration 13Q: 3 clusters Score -2693757 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2693871.250000 Penalty: 4998.556641
	Iteration 14Q: 3 clusters Score -2693871 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2693952.500000 Penalty: 4998.556641
	Iteration 15Q: 3 clusters Score -2693952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2693986.250000 Penalty: 4998.556641
	Iteration 16Q: 3 clusters Score -2693986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2694028.750000 Penalty: 4998.556641
	Iteration 17Q: 3 clusters Score -2694029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2694059.250000 Penalty: 4998.556641
	Iteration 18Q: 3 clusters Score -2694059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2694065.750000 Penalty: 4998.556641
	Iteration 19Q: 3 clusters Score -2694066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2694079.000000 Penalty: 4998.556641
	Iteration 20F: 3 clusters Score -2694079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2694089.000000 Penalty: 4998.556641
	Iteration 21Q: 3 clusters Score -2694089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2694104.750000 Penalty: 4998.556641
	Iteration 22Q: 3 clusters Score -2694105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2694110.750000 Penalty: 4998.556641
	Iteration 23Q: 3 clusters Score -2694111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2694123.250000 Penalty: 4998.556641
	Iteration 24Q: 3 clusters Score -2694123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2694131.000000 Penalty: 4998.556641
	Iteration 25Q: 3 clusters Score -2694131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2694134.250000 Penalty: 4998.556641
	Iteration 26Q: 3 clusters Score -2694134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2694134.750000 Penalty: 4998.556641
	Iteration 27Q: 3 clusters Score -2694135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2694139.750000 Penalty: 4998.556641
	Iteration 28Q: 3 clusters Score -2694140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2694142.000000 Penalty: 4998.556641
	Iteration 29Q: 3 clusters Score -2694142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2694149.500000 Penalty: 4998.556641
	Iteration 30Q: 3 clusters Score -2694150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2694152.500000 Penalty: 4998.556641
	Iteration 31Q: 3 clusters Score -2694152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2694150.250000 Penalty: 4998.556641
	Iteration 32Q: 3 clusters Score -2694150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2694154.000000 Penalty: 4998.556641
	Iteration 33Q: 3 clusters Score -2694154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2694155.750000 Penalty: 4998.556641
	Iteration 34Q: 3 clusters Score -2694156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2694155.500000 Penalty: 4998.556641
	Iteration 35Q: 3 clusters Score -2694156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2694161.250000 Penalty: 4998.556641
	Iteration 36Q: 3 clusters Score -2694161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2694162.250000 Penalty: 4998.556641
	Iteration 37Q: 3 clusters Score -2694162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2694166.750000 Penalty: 4998.556641
	Iteration 38Q: 3 clusters Score -2694167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2694164.750000 Penalty: 4998.556641
	Iteration 39Q: 3 clusters Score -2694165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2694166.250000 Penalty: 4998.556641
	Iteration 40F: 3 clusters Score -2694166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2694166.500000 Penalty: 4998.556641
	Iteration 41Q: 3 clusters Score -2694166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2694168.000000 Penalty: 4998.556641
	Iteration 42Q: 3 clusters Score -2694168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2694170.500000 Penalty: 4998.556641
	Iteration 43Q: 3 clusters Score -2694170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2694171.750000 Penalty: 4998.556641
	Iteration 44Q: 3 clusters Score -2694172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2694170.750000 Penalty: 4998.556641
	Iteration 45Q: 3 clusters Score -2694171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2694168.500000 Penalty: 4998.556641
	Iteration 46Q: 3 clusters Score -2694168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2694170.000000 Penalty: 4998.556641
	Iteration 47Q: 3 clusters Score -2694170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2694168.000000 Penalty: 4998.556641
	Iteration 48Q: 3 clusters Score -2694168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2694171.250000 Penalty: 4998.556641
	Iteration 49Q: 3 clusters Score -2694171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2694172.500000 Penalty: 4998.556641
	Iteration 50Q: 3 clusters Score -2694172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2694172.500000 Penalty: 4998.556641
	Iteration 51Q: 3 clusters Score -2694172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2694175.000000 Penalty: 4998.556641
	Iteration 52Q: 3 clusters Score -2694175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2694175.000000 Penalty: 4998.556641
	Iteration 53F: 3 clusters Score -2694175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179324 members 
Entering Unmasked Estep 
Score: -21189252.000000 Penalty: 3000.043457
	Iteration 0F: 2 clusters Score -2.118925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -21073782.000000 Penalty: 6000.086914
	Iteration 0F: 3 clusters Score -2.107378e+07 nChanged 86193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -21124062.000000 Penalty: 6000.086914
	Iteration 1F: 3 clusters Score -2.112406e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95449 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -21125238.000000 Penalty: 6000.086914
	Iteration 2Q: 3 clusters Score -2.112524e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -21126512.000000 Penalty: 6000.086914
	Iteration 3Q: 3 clusters Score -2.112651e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 75482 members 
Entering Unmasked Estep 
Score: -21128998.000000 Penalty: 6000.086914
	Iteration 4Q: 3 clusters Score -2.1129e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111549 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -21133764.000000 Penalty: 6000.086914
	Iteration 5F: 3 clusters Score -2.113376e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122365 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -21142406.000000 Penalty: 6000.086914
	Iteration 6F: 3 clusters Score -2.114241e+07 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135398 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -21154408.000000 Penalty: 6000.086914
	Iteration 7F: 3 clusters Score -2.115441e+07 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -21167222.000000 Penalty: 6000.086914
	Iteration 8F: 3 clusters Score -2.116722e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -21176862.000000 Penalty: 6000.086914
	Iteration 9F: 3 clusters Score -2.117686e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161306 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -21182812.000000 Penalty: 6000.086914
	Iteration 10Q: 3 clusters Score -2.118281e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -21185986.000000 Penalty: 6000.086914
	Iteration 11Q: 3 clusters Score -2.118599e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -21187156.000000 Penalty: 6000.086914
	Iteration 12Q: 3 clusters Score -2.118716e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164982 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -21187680.000000 Penalty: 6000.086914
	Iteration 13Q: 3 clusters Score -2.118768e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165646 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -21187980.000000 Penalty: 6000.086914
	Iteration 14Q: 3 clusters Score -2.118798e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166155 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -21188152.000000 Penalty: 6000.086914
	Iteration 15Q: 3 clusters Score -2.118815e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -21188264.000000 Penalty: 6000.086914
	Iteration 16Q: 3 clusters Score -2.118826e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166984 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -21188428.000000 Penalty: 6000.086914
	Iteration 17Q: 3 clusters Score -2.118843e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -21188476.000000 Penalty: 6000.086914
	Iteration 18Q: 3 clusters Score -2.118848e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167607 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -21188486.000000 Penalty: 6000.086914
	Iteration 19Q: 3 clusters Score -2.118849e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167867 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -21188500.000000 Penalty: 6000.086914
	Iteration 20F: 3 clusters Score -2.11885e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168099 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -21188494.000000 Penalty: 6000.086914
	Iteration 21Q: 3 clusters Score -2.118849e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168323 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -21188500.000000 Penalty: 6000.086914
	Iteration 22Q: 3 clusters Score -2.11885e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168541 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -21188472.000000 Penalty: 6000.086914
	Iteration 23Q: 3 clusters Score -2.118847e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168762 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -21188436.000000 Penalty: 6000.086914
	Iteration 24Q: 3 clusters Score -2.118844e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -21188418.000000 Penalty: 6000.086914
	Iteration 25Q: 3 clusters Score -2.118842e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169126 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -21188468.000000 Penalty: 6000.086914
	Iteration 26Q: 3 clusters Score -2.118847e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -21188426.000000 Penalty: 6000.086914
	Iteration 27Q: 3 clusters Score -2.118843e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -21188404.000000 Penalty: 6000.086914
	Iteration 28Q: 3 clusters Score -2.11884e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -21188376.000000 Penalty: 6000.086914
	Iteration 29Q: 3 clusters Score -2.118838e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -21188380.000000 Penalty: 6000.086914
	Iteration 30Q: 3 clusters Score -2.118838e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169863 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -21188382.000000 Penalty: 6000.086914
	Iteration 31Q: 3 clusters Score -2.118838e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170019 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -21188382.000000 Penalty: 6000.086914
	Iteration 32Q: 3 clusters Score -2.118838e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170149 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -21188352.000000 Penalty: 6000.086914
	Iteration 33Q: 3 clusters Score -2.118835e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -21188340.000000 Penalty: 6000.086914
	Iteration 34Q: 3 clusters Score -2.118834e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -21188342.000000 Penalty: 6000.086914
	Iteration 35Q: 3 clusters Score -2.118834e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170466 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -21188350.000000 Penalty: 6000.086914
	Iteration 36Q: 3 clusters Score -2.118835e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -21188320.000000 Penalty: 6000.086914
	Iteration 37Q: 3 clusters Score -2.118832e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170667 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -21188330.000000 Penalty: 6000.086914
	Iteration 38Q: 3 clusters Score -2.118833e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170757 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -21188322.000000 Penalty: 6000.086914
	Iteration 39Q: 3 clusters Score -2.118832e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170845 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -21188334.000000 Penalty: 6000.086914
	Iteration 40F: 3 clusters Score -2.118833e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -21188334.000000 Penalty: 6000.086914
	Iteration 41Q: 3 clusters Score -2.118833e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -21188328.000000 Penalty: 6000.086914
	Iteration 42Q: 3 clusters Score -2.118833e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171122 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -21188332.000000 Penalty: 6000.086914
	Iteration 43Q: 3 clusters Score -2.118833e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171210 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -21188336.000000 Penalty: 6000.086914
	Iteration 44Q: 3 clusters Score -2.118834e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171284 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -21188314.000000 Penalty: 6000.086914
	Iteration 45Q: 3 clusters Score -2.118831e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171352 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -21188308.000000 Penalty: 6000.086914
	Iteration 46Q: 3 clusters Score -2.118831e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171422 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -21188296.000000 Penalty: 6000.086914
	Iteration 47Q: 3 clusters Score -2.11883e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171496 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -21188262.000000 Penalty: 6000.086914
	Iteration 48Q: 3 clusters Score -2.118826e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171566 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -21188304.000000 Penalty: 6000.086914
	Iteration 49Q: 3 clusters Score -2.11883e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -21188320.000000 Penalty: 6000.086914
	Iteration 50Q: 3 clusters Score -2.118832e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171717 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -21188324.000000 Penalty: 6000.086914
	Iteration 51Q: 3 clusters Score -2.118832e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171802 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -21188316.000000 Penalty: 6000.086914
	Iteration 52Q: 3 clusters Score -2.118832e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171878 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -21188356.000000 Penalty: 6000.086914
	Iteration 53Q: 3 clusters Score -2.118836e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171944 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -21188320.000000 Penalty: 6000.086914
	Iteration 54Q: 3 clusters Score -2.118832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171998 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -21188330.000000 Penalty: 6000.086914
	Iteration 55Q: 3 clusters Score -2.118833e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172046 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -21188324.000000 Penalty: 6000.086914
	Iteration 56Q: 3 clusters Score -2.118832e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172094 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -21188272.000000 Penalty: 6000.086914
	Iteration 57Q: 3 clusters Score -2.118827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172152 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -21188256.000000 Penalty: 6000.086914
	Iteration 58Q: 3 clusters Score -2.118826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172217 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -21188264.000000 Penalty: 6000.086914
	Iteration 59Q: 3 clusters Score -2.118826e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -21188262.000000 Penalty: 6000.086914
	Iteration 60F: 3 clusters Score -2.118826e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172342 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -21188256.000000 Penalty: 6000.086914
	Iteration 61Q: 3 clusters Score -2.118826e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172395 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -21188262.000000 Penalty: 6000.086914
	Iteration 62Q: 3 clusters Score -2.118826e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172446 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -21188254.000000 Penalty: 6000.086914
	Iteration 63Q: 3 clusters Score -2.118825e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -21188268.000000 Penalty: 6000.086914
	Iteration 64Q: 3 clusters Score -2.118827e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172539 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -21188268.000000 Penalty: 6000.086914
	Iteration 65Q: 3 clusters Score -2.118827e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172589 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -21188246.000000 Penalty: 6000.086914
	Iteration 66Q: 3 clusters Score -2.118825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172645 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -21188236.000000 Penalty: 6000.086914
	Iteration 67Q: 3 clusters Score -2.118824e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172685 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -21188208.000000 Penalty: 6000.086914
	Iteration 68Q: 3 clusters Score -2.118821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172723 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -21188224.000000 Penalty: 6000.086914
	Iteration 69Q: 3 clusters Score -2.118822e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -21188212.000000 Penalty: 6000.086914
	Iteration 70Q: 3 clusters Score -2.118821e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172815 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -21188226.000000 Penalty: 6000.086914
	Iteration 71Q: 3 clusters Score -2.118823e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172853 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -21188210.000000 Penalty: 6000.086914
	Iteration 72Q: 3 clusters Score -2.118821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172886 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -21188214.000000 Penalty: 6000.086914
	Iteration 73Q: 3 clusters Score -2.118821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172919 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -21188206.000000 Penalty: 6000.086914
	Iteration 74Q: 3 clusters Score -2.118821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172943 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -21188168.000000 Penalty: 6000.086914
	Iteration 75Q: 3 clusters Score -2.118817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -21188150.000000 Penalty: 6000.086914
	Iteration 76Q: 3 clusters Score -2.118815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -21188150.000000 Penalty: 6000.086914
	Iteration 77Q: 3 clusters Score -2.118815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173013 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -21188146.000000 Penalty: 6000.086914
	Iteration 78Q: 3 clusters Score -2.118815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173038 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -21188158.000000 Penalty: 6000.086914
	Iteration 79Q: 3 clusters Score -2.118816e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -21188154.000000 Penalty: 6000.086914
	Iteration 80F: 3 clusters Score -2.118815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173077 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -21188150.000000 Penalty: 6000.086914
	Iteration 81Q: 3 clusters Score -2.118815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173097 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -21188160.000000 Penalty: 6000.086914
	Iteration 82Q: 3 clusters Score -2.118816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173118 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -21188148.000000 Penalty: 6000.086914
	Iteration 83Q: 3 clusters Score -2.118815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173146 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -21188166.000000 Penalty: 6000.086914
	Iteration 84Q: 3 clusters Score -2.118817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173171 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -21188152.000000 Penalty: 6000.086914
	Iteration 85Q: 3 clusters Score -2.118815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173187 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -21188158.000000 Penalty: 6000.086914
	Iteration 86Q: 3 clusters Score -2.118816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173199 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -21188156.000000 Penalty: 6000.086914
	Iteration 87Q: 3 clusters Score -2.118816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173214 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -21188168.000000 Penalty: 6000.086914
	Iteration 88Q: 3 clusters Score -2.118817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173230 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -21188164.000000 Penalty: 6000.086914
	Iteration 89Q: 3 clusters Score -2.118816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173244 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -21188152.000000 Penalty: 6000.086914
	Iteration 90Q: 3 clusters Score -2.118815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173263 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -21188140.000000 Penalty: 6000.086914
	Iteration 91Q: 3 clusters Score -2.118814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -21188134.000000 Penalty: 6000.086914
	Iteration 92Q: 3 clusters Score -2.118813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173293 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -21188130.000000 Penalty: 6000.086914
	Iteration 93Q: 3 clusters Score -2.118813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173307 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -21188126.000000 Penalty: 6000.086914
	Iteration 94Q: 3 clusters Score -2.118813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173316 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -21188124.000000 Penalty: 6000.086914
	Iteration 95Q: 3 clusters Score -2.118812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173323 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -21188136.000000 Penalty: 6000.086914
	Iteration 96Q: 3 clusters Score -2.118814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -21188130.000000 Penalty: 6000.086914
	Iteration 97Q: 3 clusters Score -2.118813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173345 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -21188130.000000 Penalty: 6000.086914
	Iteration 98Q: 3 clusters Score -2.118813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -21188128.000000 Penalty: 6000.086914
	Iteration 99Q: 3 clusters Score -2.118813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -21188142.000000 Penalty: 6000.086914
	Iteration 100F: 3 clusters Score -2.118814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173383 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -21188150.000000 Penalty: 6000.086914
	Iteration 101Q: 3 clusters Score -2.118815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173389 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -21188136.000000 Penalty: 6000.086914
	Iteration 102Q: 3 clusters Score -2.118814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -21188122.000000 Penalty: 6000.086914
	Iteration 103Q: 3 clusters Score -2.118812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173400 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -21188126.000000 Penalty: 6000.086914
	Iteration 104Q: 3 clusters Score -2.118813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -21188136.000000 Penalty: 6000.086914
	Iteration 105Q: 3 clusters Score -2.118814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173409 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -21188132.000000 Penalty: 6000.086914
	Iteration 106Q: 3 clusters Score -2.118813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173410 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -21188132.000000 Penalty: 6000.086914
	Iteration 107Q: 3 clusters Score -2.118813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -21188118.000000 Penalty: 6000.086914
	Iteration 108Q: 3 clusters Score -2.118812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173414 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -21188114.000000 Penalty: 6000.086914
	Iteration 109Q: 3 clusters Score -2.118811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173415 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -21188118.000000 Penalty: 6000.086914
	Iteration 110Q: 3 clusters Score -2.118812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -21188118.000000 Penalty: 6000.086914
	Iteration 111Q: 3 clusters Score -2.118812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -21188116.000000 Penalty: 6000.086914
	Iteration 112Q: 3 clusters Score -2.118812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -21188114.000000 Penalty: 6000.086914
	Iteration 113Q: 3 clusters Score -2.118811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -21188114.000000 Penalty: 6000.086914
	Iteration 114F: 3 clusters Score -2.118811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Entering Unmasked Estep 
Score: -4144166.250000 Penalty: 2598.213867
	Iteration 0F: 2 clusters Score -4144166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4120051.000000 Penalty: 5196.427734
	Iteration 0F: 3 clusters Score -4120051 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4128956.750000 Penalty: 5196.427734
	Iteration 1F: 3 clusters Score -4128957 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4129688.750000 Penalty: 5196.427734
	Iteration 2Q: 3 clusters Score -4129689 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4130590.750000 Penalty: 5196.427734
	Iteration 3F: 3 clusters Score -4130591 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4131694.250000 Penalty: 5196.427734
	Iteration 4F: 3 clusters Score -4131694 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -4132873.750000 Penalty: 5196.427734
	Iteration 5F: 3 clusters Score -4132874 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -4133981.750000 Penalty: 5196.427734
	Iteration 6F: 3 clusters Score -4133982 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4134930.000000 Penalty: 5196.427734
	Iteration 7F: 3 clusters Score -4134930 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4135688.500000 Penalty: 5196.427734
	Iteration 8Q: 3 clusters Score -4135688 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4136247.750000 Penalty: 5196.427734
	Iteration 9Q: 3 clusters Score -4136248 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4136567.250000 Penalty: 5196.427734
	Iteration 10Q: 3 clusters Score -4136567 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4136766.000000 Penalty: 5196.427734
	Iteration 11Q: 3 clusters Score -4136766 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4136923.250000 Penalty: 5196.427734
	Iteration 12Q: 3 clusters Score -4136923 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4137028.750000 Penalty: 5196.427734
	Iteration 13Q: 3 clusters Score -4137029 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -4137104.000000 Penalty: 5196.427734
	Iteration 14Q: 3 clusters Score -4137104 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4137182.250000 Penalty: 5196.427734
	Iteration 15Q: 3 clusters Score -4137182 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4137219.750000 Penalty: 5196.427734
	Iteration 16Q: 3 clusters Score -4137220 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4137264.750000 Penalty: 5196.427734
	Iteration 17Q: 3 clusters Score -4137265 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4137270.000000 Penalty: 5196.427734
	Iteration 18Q: 3 clusters Score -4137270 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4137324.250000 Penalty: 5196.427734
	Iteration 19Q: 3 clusters Score -4137324 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4137352.750000 Penalty: 5196.427734
	Iteration 20F: 3 clusters Score -4137353 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -4137381.250000 Penalty: 5196.427734
	Iteration 21Q: 3 clusters Score -4137381 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4137404.250000 Penalty: 5196.427734
	Iteration 22Q: 3 clusters Score -4137404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -4137451.500000 Penalty: 5196.427734
	Iteration 23Q: 3 clusters Score -4137452 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4137508.500000 Penalty: 5196.427734
	Iteration 24Q: 3 clusters Score -4137508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -4137561.500000 Penalty: 5196.427734
	Iteration 25Q: 3 clusters Score -4137562 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4137616.000000 Penalty: 5196.427734
	Iteration 26Q: 3 clusters Score -4137616 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4137695.250000 Penalty: 5196.427734
	Iteration 27Q: 3 clusters Score -4137695 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4137774.250000 Penalty: 5196.427734
	Iteration 28Q: 3 clusters Score -4137774 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4137895.500000 Penalty: 5196.427734
	Iteration 29Q: 3 clusters Score -4137896 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -4138051.000000 Penalty: 5196.427734
	Iteration 30Q: 3 clusters Score -4138051 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4138234.000000 Penalty: 5196.427734
	Iteration 31Q: 3 clusters Score -4138234 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -4138454.000000 Penalty: 5196.427734
	Iteration 32Q: 3 clusters Score -4138454 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -4138704.000000 Penalty: 5196.427734
	Iteration 33Q: 3 clusters Score -4138704 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4139022.750000 Penalty: 5196.427734
	Iteration 34Q: 3 clusters Score -4139023 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4139413.500000 Penalty: 5196.427734
	Iteration 35Q: 3 clusters Score -4139414 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -4139858.500000 Penalty: 5196.427734
	Iteration 36Q: 3 clusters Score -4139858 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4140316.000000 Penalty: 5196.427734
	Iteration 37Q: 3 clusters Score -4140316 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4140876.000000 Penalty: 5196.427734
	Iteration 38Q: 3 clusters Score -4140876 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4141483.250000 Penalty: 5196.427734
	Iteration 39Q: 3 clusters Score -4141483 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4142102.000000 Penalty: 5196.427734
	Iteration 40F: 3 clusters Score -4142102 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4142590.000000 Penalty: 5196.427734
	Iteration 41Q: 3 clusters Score -4142590 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4142889.500000 Penalty: 5196.427734
	Iteration 42Q: 3 clusters Score -4142890 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -4143058.000000 Penalty: 5196.427734
	Iteration 43Q: 3 clusters Score -4143058 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4143140.250000 Penalty: 5196.427734
	Iteration 44Q: 3 clusters Score -4143140 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4143179.500000 Penalty: 5196.427734
	Iteration 45Q: 3 clusters Score -4143180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4143219.000000 Penalty: 5196.427734
	Iteration 46Q: 3 clusters Score -4143219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4143235.750000 Penalty: 5196.427734
	Iteration 47Q: 3 clusters Score -4143236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4143240.750000 Penalty: 5196.427734
	Iteration 48Q: 3 clusters Score -4143241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4143253.250000 Penalty: 5196.427734
	Iteration 49Q: 3 clusters Score -4143253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4143265.750000 Penalty: 5196.427734
	Iteration 50Q: 3 clusters Score -4143266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4143271.500000 Penalty: 5196.427734
	Iteration 51Q: 3 clusters Score -4143272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4143271.250000 Penalty: 5196.427734
	Iteration 52Q: 3 clusters Score -4143271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4143275.500000 Penalty: 5196.427734
	Iteration 53Q: 3 clusters Score -4143276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4143274.000000 Penalty: 5196.427734
	Iteration 54Q: 3 clusters Score -4143274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4143275.750000 Penalty: 5196.427734
	Iteration 55Q: 3 clusters Score -4143276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4143274.250000 Penalty: 5196.427734
	Iteration 56Q: 3 clusters Score -4143274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4143280.000000 Penalty: 5196.427734
	Iteration 57Q: 3 clusters Score -4143280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -4143280.750000 Penalty: 5196.427734
	Iteration 58Q: 3 clusters Score -4143281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4143295.000000 Penalty: 5196.427734
	Iteration 59Q: 3 clusters Score -4143295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4143291.750000 Penalty: 5196.427734
	Iteration 60F: 3 clusters Score -4143292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4143293.250000 Penalty: 5196.427734
	Iteration 61Q: 3 clusters Score -4143293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4143292.750000 Penalty: 5196.427734
	Iteration 62Q: 3 clusters Score -4143293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4143291.000000 Penalty: 5196.427734
	Iteration 63Q: 3 clusters Score -4143291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4143288.250000 Penalty: 5196.427734
	Iteration 64Q: 3 clusters Score -4143288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4143285.750000 Penalty: 5196.427734
	Iteration 65Q: 3 clusters Score -4143286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4143290.500000 Penalty: 5196.427734
	Iteration 66Q: 3 clusters Score -4143290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4143288.750000 Penalty: 5196.427734
	Iteration 67Q: 3 clusters Score -4143289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4143297.250000 Penalty: 5196.427734
	Iteration 68Q: 3 clusters Score -4143297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4143292.750000 Penalty: 5196.427734
	Iteration 69Q: 3 clusters Score -4143293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4143289.750000 Penalty: 5196.427734
	Iteration 70Q: 3 clusters Score -4143290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4143289.750000 Penalty: 5196.427734
	Iteration 71F: 3 clusters Score -4143290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Entering Unmasked Estep 
Score: -3743595.250000 Penalty: 2570.313232
	Iteration 0F: 2 clusters Score -3743595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3721966.250000 Penalty: 5140.626465
	Iteration 0F: 3 clusters Score -3721966 nChanged 14319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3729849.500000 Penalty: 5140.626465
	Iteration 1F: 3 clusters Score -3729850 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3730601.250000 Penalty: 5140.626465
	Iteration 2F: 3 clusters Score -3730601 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3731478.750000 Penalty: 5140.626465
	Iteration 3F: 3 clusters Score -3731479 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3732648.000000 Penalty: 5140.626465
	Iteration 4F: 3 clusters Score -3732648 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3734061.000000 Penalty: 5140.626465
	Iteration 5F: 3 clusters Score -3734061 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3735514.000000 Penalty: 5140.626465
	Iteration 6F: 3 clusters Score -3735514 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3736857.250000 Penalty: 5140.626465
	Iteration 7F: 3 clusters Score -3736857 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3737904.750000 Penalty: 5140.626465
	Iteration 8Q: 3 clusters Score -3737905 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3738677.500000 Penalty: 5140.626465
	Iteration 9Q: 3 clusters Score -3738678 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3739177.000000 Penalty: 5140.626465
	Iteration 10Q: 3 clusters Score -3739177 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3739461.000000 Penalty: 5140.626465
	Iteration 11Q: 3 clusters Score -3739461 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3739684.500000 Penalty: 5140.626465
	Iteration 12Q: 3 clusters Score -3739684 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3739831.750000 Penalty: 5140.626465
	Iteration 13Q: 3 clusters Score -3739832 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3739958.500000 Penalty: 5140.626465
	Iteration 14Q: 3 clusters Score -3739958 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3740062.500000 Penalty: 5140.626465
	Iteration 15Q: 3 clusters Score -3740062 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3740184.750000 Penalty: 5140.626465
	Iteration 16Q: 3 clusters Score -3740185 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3740283.250000 Penalty: 5140.626465
	Iteration 17Q: 3 clusters Score -3740283 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3740371.750000 Penalty: 5140.626465
	Iteration 18Q: 3 clusters Score -3740372 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3740453.500000 Penalty: 5140.626465
	Iteration 19Q: 3 clusters Score -3740454 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3740521.750000 Penalty: 5140.626465
	Iteration 20F: 3 clusters Score -3740522 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3740592.000000 Penalty: 5140.626465
	Iteration 21Q: 3 clusters Score -3740592 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3740643.000000 Penalty: 5140.626465
	Iteration 22Q: 3 clusters Score -3740643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3740700.250000 Penalty: 5140.626465
	Iteration 23Q: 3 clusters Score -3740700 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3740751.500000 Penalty: 5140.626465
	Iteration 24Q: 3 clusters Score -3740752 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3740808.500000 Penalty: 5140.626465
	Iteration 25Q: 3 clusters Score -3740808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3740855.250000 Penalty: 5140.626465
	Iteration 26Q: 3 clusters Score -3740855 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3740913.000000 Penalty: 5140.626465
	Iteration 27Q: 3 clusters Score -3740913 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3740982.000000 Penalty: 5140.626465
	Iteration 28Q: 3 clusters Score -3740982 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3741019.750000 Penalty: 5140.626465
	Iteration 29Q: 3 clusters Score -3741020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -3741086.750000 Penalty: 5140.626465
	Iteration 30Q: 3 clusters Score -3741087 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3741125.000000 Penalty: 5140.626465
	Iteration 31Q: 3 clusters Score -3741125 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3741174.500000 Penalty: 5140.626465
	Iteration 32Q: 3 clusters Score -3741174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3741225.750000 Penalty: 5140.626465
	Iteration 33Q: 3 clusters Score -3741226 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -3741302.750000 Penalty: 5140.626465
	Iteration 34Q: 3 clusters Score -3741303 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3741366.250000 Penalty: 5140.626465
	Iteration 35Q: 3 clusters Score -3741366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3741471.000000 Penalty: 5140.626465
	Iteration 36Q: 3 clusters Score -3741471 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3741555.750000 Penalty: 5140.626465
	Iteration 37Q: 3 clusters Score -3741556 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3741638.250000 Penalty: 5140.626465
	Iteration 38Q: 3 clusters Score -3741638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3741692.000000 Penalty: 5140.626465
	Iteration 39Q: 3 clusters Score -3741692 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3741721.000000 Penalty: 5140.626465
	Iteration 40F: 3 clusters Score -3741721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3741749.250000 Penalty: 5140.626465
	Iteration 41Q: 3 clusters Score -3741749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -3741757.500000 Penalty: 5140.626465
	Iteration 42Q: 3 clusters Score -3741758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -3741776.500000 Penalty: 5140.626465
	Iteration 43Q: 3 clusters Score -3741776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -3741781.250000 Penalty: 5140.626465
	Iteration 44Q: 3 clusters Score -3741781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -3741781.250000 Penalty: 5140.626465
	Iteration 45Q: 3 clusters Score -3741781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -3741796.250000 Penalty: 5140.626465
	Iteration 46Q: 3 clusters Score -3741796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3741799.750000 Penalty: 5140.626465
	Iteration 47Q: 3 clusters Score -3741800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -3741804.500000 Penalty: 5140.626465
	Iteration 48Q: 3 clusters Score -3741804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3741805.750000 Penalty: 5140.626465
	Iteration 49Q: 3 clusters Score -3741806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3741815.750000 Penalty: 5140.626465
	Iteration 50Q: 3 clusters Score -3741816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3741817.000000 Penalty: 5140.626465
	Iteration 51Q: 3 clusters Score -3741817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -3741823.250000 Penalty: 5140.626465
	Iteration 52Q: 3 clusters Score -3741823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3741825.000000 Penalty: 5140.626465
	Iteration 53Q: 3 clusters Score -3741825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3741831.500000 Penalty: 5140.626465
	Iteration 54Q: 3 clusters Score -3741832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -3741835.750000 Penalty: 5140.626465
	Iteration 55Q: 3 clusters Score -3741836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3741846.000000 Penalty: 5140.626465
	Iteration 56Q: 3 clusters Score -3741846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -3741846.500000 Penalty: 5140.626465
	Iteration 57Q: 3 clusters Score -3741846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3741852.750000 Penalty: 5140.626465
	Iteration 58Q: 3 clusters Score -3741853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3741850.750000 Penalty: 5140.626465
	Iteration 59Q: 3 clusters Score -3741851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -3741849.250000 Penalty: 5140.626465
	Iteration 60F: 3 clusters Score -3741849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3741849.500000 Penalty: 5140.626465
	Iteration 61Q: 3 clusters Score -3741850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3741855.250000 Penalty: 5140.626465
	Iteration 62Q: 3 clusters Score -3741855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3741853.750000 Penalty: 5140.626465
	Iteration 63Q: 3 clusters Score -3741854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3741853.750000 Penalty: 5140.626465
	Iteration 64Q: 3 clusters Score -3741854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3741857.500000 Penalty: 5140.626465
	Iteration 65Q: 3 clusters Score -3741858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3741859.750000 Penalty: 5140.626465
	Iteration 66Q: 3 clusters Score -3741860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3741862.750000 Penalty: 5140.626465
	Iteration 67Q: 3 clusters Score -3741863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3741861.000000 Penalty: 5140.626465
	Iteration 68Q: 3 clusters Score -3741861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3741860.000000 Penalty: 5140.626465
	Iteration 69Q: 3 clusters Score -3741860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3741865.500000 Penalty: 5140.626465
	Iteration 70Q: 3 clusters Score -3741866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3741865.500000 Penalty: 5140.626465
	Iteration 71F: 3 clusters Score -3741866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Entering Unmasked Estep 
Score: -2204070.000000 Penalty: 2456.374756
	Iteration 0F: 2 clusters Score -2204070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2189869.750000 Penalty: 4912.749512
	Iteration 0F: 3 clusters Score -2189870 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2194879.750000 Penalty: 4912.749512
	Iteration 1F: 3 clusters Score -2194880 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2195595.750000 Penalty: 4912.749512
	Iteration 2F: 3 clusters Score -2195596 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2196258.000000 Penalty: 4912.749512
	Iteration 3F: 3 clusters Score -2196258 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2196856.250000 Penalty: 4912.749512
	Iteration 4F: 3 clusters Score -2196856 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2197410.000000 Penalty: 4912.749512
	Iteration 5F: 3 clusters Score -2197410 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2198004.750000 Penalty: 4912.749512
	Iteration 6F: 3 clusters Score -2198005 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2198633.000000 Penalty: 4912.749512
	Iteration 7F: 3 clusters Score -2198633 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2199223.250000 Penalty: 4912.749512
	Iteration 8Q: 3 clusters Score -2199223 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2199750.000000 Penalty: 4912.749512
	Iteration 9Q: 3 clusters Score -2199750 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2200209.500000 Penalty: 4912.749512
	Iteration 10Q: 3 clusters Score -2200210 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2200546.750000 Penalty: 4912.749512
	Iteration 11Q: 3 clusters Score -2200547 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2200827.750000 Penalty: 4912.749512
	Iteration 12Q: 3 clusters Score -2200828 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2201045.250000 Penalty: 4912.749512
	Iteration 13Q: 3 clusters Score -2201045 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2201243.500000 Penalty: 4912.749512
	Iteration 14Q: 3 clusters Score -2201244 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2201385.000000 Penalty: 4912.749512
	Iteration 15Q: 3 clusters Score -2201385 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2201508.000000 Penalty: 4912.749512
	Iteration 16Q: 3 clusters Score -2201508 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2201616.250000 Penalty: 4912.749512
	Iteration 17Q: 3 clusters Score -2201616 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2201708.000000 Penalty: 4912.749512
	Iteration 18Q: 3 clusters Score -2201708 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2201787.000000 Penalty: 4912.749512
	Iteration 19Q: 3 clusters Score -2201787 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2201849.500000 Penalty: 4912.749512
	Iteration 20F: 3 clusters Score -2201850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2201890.500000 Penalty: 4912.749512
	Iteration 21Q: 3 clusters Score -2201890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2201936.000000 Penalty: 4912.749512
	Iteration 22Q: 3 clusters Score -2201936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2201969.500000 Penalty: 4912.749512
	Iteration 23Q: 3 clusters Score -2201970 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2202009.000000 Penalty: 4912.749512
	Iteration 24Q: 3 clusters Score -2202009 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2202033.000000 Penalty: 4912.749512
	Iteration 25Q: 3 clusters Score -2202033 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2202057.750000 Penalty: 4912.749512
	Iteration 26Q: 3 clusters Score -2202058 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2202075.250000 Penalty: 4912.749512
	Iteration 27Q: 3 clusters Score -2202075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2202100.250000 Penalty: 4912.749512
	Iteration 28Q: 3 clusters Score -2202100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2202126.000000 Penalty: 4912.749512
	Iteration 29Q: 3 clusters Score -2202126 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2202143.000000 Penalty: 4912.749512
	Iteration 30Q: 3 clusters Score -2202143 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2202163.000000 Penalty: 4912.749512
	Iteration 31Q: 3 clusters Score -2202163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2202179.000000 Penalty: 4912.749512
	Iteration 32Q: 3 clusters Score -2202179 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2202187.750000 Penalty: 4912.749512
	Iteration 33Q: 3 clusters Score -2202188 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2202206.500000 Penalty: 4912.749512
	Iteration 34Q: 3 clusters Score -2202206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2202232.750000 Penalty: 4912.749512
	Iteration 35Q: 3 clusters Score -2202233 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2202268.750000 Penalty: 4912.749512
	Iteration 36Q: 3 clusters Score -2202269 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2202297.500000 Penalty: 4912.749512
	Iteration 37Q: 3 clusters Score -2202298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2202342.750000 Penalty: 4912.749512
	Iteration 38Q: 3 clusters Score -2202343 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2202414.750000 Penalty: 4912.749512
	Iteration 39Q: 3 clusters Score -2202415 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2202529.000000 Penalty: 4912.749512
	Iteration 40F: 3 clusters Score -2202529 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2202678.500000 Penalty: 4912.749512
	Iteration 41Q: 3 clusters Score -2202678 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2202896.500000 Penalty: 4912.749512
	Iteration 42Q: 3 clusters Score -2202896 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2203170.750000 Penalty: 4912.749512
	Iteration 43Q: 3 clusters Score -2203171 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2203577.500000 Penalty: 4912.749512
	Iteration 44Q: 3 clusters Score -2203578 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2204183.250000 Penalty: 4912.749512
	Iteration 45Q: 3 clusters Score -2204183 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2204774.750000 Penalty: 4912.749512
	Iteration 46Q: 3 clusters Score -2204775 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2205100.000000 Penalty: 4912.749512
	Iteration 47Q: 3 clusters Score -2205100 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2205264.750000 Penalty: 4912.749512
	Iteration 48Q: 3 clusters Score -2205265 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2205343.750000 Penalty: 4912.749512
	Iteration 49Q: 3 clusters Score -2205344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2205381.750000 Penalty: 4912.749512
	Iteration 50Q: 3 clusters Score -2205382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2205398.000000 Penalty: 4912.749512
	Iteration 51Q: 3 clusters Score -2205398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2205405.750000 Penalty: 4912.749512
	Iteration 52Q: 3 clusters Score -2205406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2205421.000000 Penalty: 4912.749512
	Iteration 53Q: 3 clusters Score -2205421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2205423.000000 Penalty: 4912.749512
	Iteration 54Q: 3 clusters Score -2205423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2205425.750000 Penalty: 4912.749512
	Iteration 55Q: 3 clusters Score -2205426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2205425.000000 Penalty: 4912.749512
	Iteration 56Q: 3 clusters Score -2205425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2205427.750000 Penalty: 4912.749512
	Iteration 57Q: 3 clusters Score -2205428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2205423.250000 Penalty: 4912.749512
	Iteration 58Q: 3 clusters Score -2205423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2205428.250000 Penalty: 4912.749512
	Iteration 59Q: 3 clusters Score -2205428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2205444.250000 Penalty: 4912.749512
	Iteration 60F: 3 clusters Score -2205444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2205455.000000 Penalty: 4912.749512
	Iteration 61Q: 3 clusters Score -2205455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2205457.000000 Penalty: 4912.749512
	Iteration 62Q: 3 clusters Score -2205457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2205455.000000 Penalty: 4912.749512
	Iteration 63Q: 3 clusters Score -2205455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2205452.500000 Penalty: 4912.749512
	Iteration 64Q: 3 clusters Score -2205452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2205455.750000 Penalty: 4912.749512
	Iteration 65Q: 3 clusters Score -2205456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2205457.000000 Penalty: 4912.749512
	Iteration 66Q: 3 clusters Score -2205457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2205459.500000 Penalty: 4912.749512
	Iteration 67Q: 3 clusters Score -2205460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2205455.250000 Penalty: 4912.749512
	Iteration 68Q: 3 clusters Score -2205455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2205454.750000 Penalty: 4912.749512
	Iteration 69Q: 3 clusters Score -2205455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2205455.750000 Penalty: 4912.749512
	Iteration 70Q: 3 clusters Score -2205456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2205454.250000 Penalty: 4912.749512
	Iteration 71Q: 3 clusters Score -2205454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2205454.000000 Penalty: 4912.749512
	Iteration 72Q: 3 clusters Score -2205454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2205454.500000 Penalty: 4912.749512
	Iteration 73Q: 3 clusters Score -2205454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2205454.000000 Penalty: 4912.749512
	Iteration 74Q: 3 clusters Score -2205454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2205460.750000 Penalty: 4912.749512
	Iteration 75Q: 3 clusters Score -2205461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2205460.750000 Penalty: 4912.749512
	Iteration 76F: 3 clusters Score -2205461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 60652 members 
Mstep: Class 3 contains 11736 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 31703 members 
Mstep: Class 9 contains 6693 members 
Mstep: Class 10 contains 56746 members 
Mstep: Class 11 contains 108022 members 
Mstep: Class 12 contains 244092 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122391 members 
Mstep: Class 18 contains 24780 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 168967 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 34802 members 
Mstep: Class 25 contains 3325 members 
Mstep: Class 26 contains 263551 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 47578 members 
Mstep: Class 30 contains 224398 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 46434 members 
Mstep: Class 33 contains 16653 members 
Mstep: Class 34 contains 6758 members 
Mstep: Class 35 contains 74636 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12441 members 
Mstep: Class 39 contains 13332 members 
Entering Unmasked Estep 
Score: -225946128.000000 Penalty: 140391.312500
Splitting cluster 9 changes total score from -225946432.000000 to -225946128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (56746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Entering Unmasked Estep 
Score: -6618258.000000 Penalty: 2714.692383
	Iteration 0F: 2 clusters Score -6618258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -6580086.500000 Penalty: 5429.384766
	Iteration 0F: 3 clusters Score -6580086 nChanged 26367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -6595049.000000 Penalty: 5429.384766
	Iteration 1F: 3 clusters Score -6595049 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -6595841.000000 Penalty: 5429.384766
	Iteration 2Q: 3 clusters Score -6595841 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -6596951.500000 Penalty: 5429.384766
	Iteration 3Q: 3 clusters Score -6596952 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -6598427.000000 Penalty: 5429.384766
	Iteration 4F: 3 clusters Score -6598427 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -6600479.500000 Penalty: 5429.384766
	Iteration 5F: 3 clusters Score -6600480 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -6603115.500000 Penalty: 5429.384766
	Iteration 6F: 3 clusters Score -6603116 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -6606500.500000 Penalty: 5429.384766
	Iteration 7F: 3 clusters Score -6606500 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -6609872.000000 Penalty: 5429.384766
	Iteration 8F: 3 clusters Score -6609872 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -6612531.500000 Penalty: 5429.384766
	Iteration 9F: 3 clusters Score -6612532 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -6614186.000000 Penalty: 5429.384766
	Iteration 10Q: 3 clusters Score -6614186 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -6615023.000000 Penalty: 5429.384766
	Iteration 11Q: 3 clusters Score -6615023 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -6615429.000000 Penalty: 5429.384766
	Iteration 12Q: 3 clusters Score -6615429 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -6615613.500000 Penalty: 5429.384766
	Iteration 13Q: 3 clusters Score -6615614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -6615742.000000 Penalty: 5429.384766
	Iteration 14Q: 3 clusters Score -6615742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -6615822.000000 Penalty: 5429.384766
	Iteration 15Q: 3 clusters Score -6615822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 56300 members 
Entering Unmasked Estep 
Score: -6615862.000000 Penalty: 5429.384766
	Iteration 16Q: 3 clusters Score -6615862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -6615876.000000 Penalty: 5429.384766
	Iteration 17Q: 3 clusters Score -6615876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -6615892.000000 Penalty: 5429.384766
	Iteration 18Q: 3 clusters Score -6615892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -6615899.500000 Penalty: 5429.384766
	Iteration 19Q: 3 clusters Score -6615900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -6615899.500000 Penalty: 5429.384766
	Iteration 20F: 3 clusters Score -6615900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -6615906.000000 Penalty: 5429.384766
	Iteration 21Q: 3 clusters Score -6615906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -6615907.500000 Penalty: 5429.384766
	Iteration 22Q: 3 clusters Score -6615908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -6615921.500000 Penalty: 5429.384766
	Iteration 23Q: 3 clusters Score -6615922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 56358 members 
Entering Unmasked Estep 
Score: -6615918.500000 Penalty: 5429.384766
	Iteration 24Q: 3 clusters Score -6615918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -6615925.000000 Penalty: 5429.384766
	Iteration 25Q: 3 clusters Score -6615925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -6615925.000000 Penalty: 5429.384766
	Iteration 26F: 3 clusters Score -6615925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Entering Unmasked Estep 
Score: -12273937.000000 Penalty: 2874.342285
	Iteration 0F: 2 clusters Score -1.227394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -12201459.000000 Penalty: 5748.684570
	Iteration 0F: 3 clusters Score -1.220146e+07 nChanged 51288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -12231001.000000 Penalty: 5748.684570
	Iteration 1F: 3 clusters Score -1.2231e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -12232167.000000 Penalty: 5748.684570
	Iteration 2Q: 3 clusters Score -1.223217e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -12234055.000000 Penalty: 5748.684570
	Iteration 3Q: 3 clusters Score -1.223406e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 55652 members 
Entering Unmasked Estep 
Score: -12236973.000000 Penalty: 5748.684570
	Iteration 4F: 3 clusters Score -1.223697e+07 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -12240584.000000 Penalty: 5748.684570
	Iteration 5F: 3 clusters Score -1.224058e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -12244395.000000 Penalty: 5748.684570
	Iteration 6F: 3 clusters Score -1.22444e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -12247579.000000 Penalty: 5748.684570
	Iteration 7F: 3 clusters Score -1.224758e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -12249887.000000 Penalty: 5748.684570
	Iteration 8F: 3 clusters Score -1.224989e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -12251422.000000 Penalty: 5748.684570
	Iteration 9Q: 3 clusters Score -1.225142e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -12252552.000000 Penalty: 5748.684570
	Iteration 10Q: 3 clusters Score -1.225255e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -12253508.000000 Penalty: 5748.684570
	Iteration 11Q: 3 clusters Score -1.225351e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -12254702.000000 Penalty: 5748.684570
	Iteration 12Q: 3 clusters Score -1.22547e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -12256381.000000 Penalty: 5748.684570
	Iteration 13Q: 3 clusters Score -1.225638e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 71421 members 
Entering Unmasked Estep 
Score: -12258597.000000 Penalty: 5748.684570
	Iteration 14Q: 3 clusters Score -1.22586e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -12261763.000000 Penalty: 5748.684570
	Iteration 15Q: 3 clusters Score -1.226176e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 76299 members 
Entering Unmasked Estep 
Score: -12264674.000000 Penalty: 5748.684570
	Iteration 16Q: 3 clusters Score -1.226467e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -12266716.000000 Penalty: 5748.684570
	Iteration 17Q: 3 clusters Score -1.226672e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -12267805.000000 Penalty: 5748.684570
	Iteration 18Q: 3 clusters Score -1.22678e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -12268479.000000 Penalty: 5748.684570
	Iteration 19Q: 3 clusters Score -1.226848e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 82880 members 
Entering Unmasked Estep 
Score: -12268952.000000 Penalty: 5748.684570
	Iteration 20F: 3 clusters Score -1.226895e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -12269296.000000 Penalty: 5748.684570
	Iteration 21Q: 3 clusters Score -1.22693e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -12269555.000000 Penalty: 5748.684570
	Iteration 22Q: 3 clusters Score -1.226956e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -12269771.000000 Penalty: 5748.684570
	Iteration 23Q: 3 clusters Score -1.226977e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -12269953.000000 Penalty: 5748.684570
	Iteration 24Q: 3 clusters Score -1.226995e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -12270163.000000 Penalty: 5748.684570
	Iteration 25Q: 3 clusters Score -1.227016e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -12270363.000000 Penalty: 5748.684570
	Iteration 26Q: 3 clusters Score -1.227036e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -12270494.000000 Penalty: 5748.684570
	Iteration 27Q: 3 clusters Score -1.227049e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -12270686.000000 Penalty: 5748.684570
	Iteration 28Q: 3 clusters Score -1.227069e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -12270863.000000 Penalty: 5748.684570
	Iteration 29Q: 3 clusters Score -1.227086e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 91658 members 
Entering Unmasked Estep 
Score: -12270930.000000 Penalty: 5748.684570
	Iteration 30Q: 3 clusters Score -1.227093e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -12271009.000000 Penalty: 5748.684570
	Iteration 31Q: 3 clusters Score -1.227101e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -12271091.000000 Penalty: 5748.684570
	Iteration 32Q: 3 clusters Score -1.227109e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -12271241.000000 Penalty: 5748.684570
	Iteration 33Q: 3 clusters Score -1.227124e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 93747 members 
Entering Unmasked Estep 
Score: -12271335.000000 Penalty: 5748.684570
	Iteration 34Q: 3 clusters Score -1.227134e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -12271390.000000 Penalty: 5748.684570
	Iteration 35Q: 3 clusters Score -1.227139e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 94619 members 
Entering Unmasked Estep 
Score: -12271502.000000 Penalty: 5748.684570
	Iteration 36Q: 3 clusters Score -1.22715e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 95033 members 
Entering Unmasked Estep 
Score: -12271566.000000 Penalty: 5748.684570
	Iteration 37Q: 3 clusters Score -1.227157e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -12271612.000000 Penalty: 5748.684570
	Iteration 38Q: 3 clusters Score -1.227161e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 95756 members 
Entering Unmasked Estep 
Score: -12271733.000000 Penalty: 5748.684570
	Iteration 39Q: 3 clusters Score -1.227173e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -12271792.000000 Penalty: 5748.684570
	Iteration 40F: 3 clusters Score -1.227179e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -12271853.000000 Penalty: 5748.684570
	Iteration 41Q: 3 clusters Score -1.227185e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -12271939.000000 Penalty: 5748.684570
	Iteration 42Q: 3 clusters Score -1.227194e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -12272000.000000 Penalty: 5748.684570
	Iteration 43Q: 3 clusters Score -1.2272e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -12272024.000000 Penalty: 5748.684570
	Iteration 44Q: 3 clusters Score -1.227202e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12272091.000000 Penalty: 5748.684570
	Iteration 45Q: 3 clusters Score -1.227209e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 97936 members 
Entering Unmasked Estep 
Score: -12272163.000000 Penalty: 5748.684570
	Iteration 46Q: 3 clusters Score -1.227216e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -12272220.000000 Penalty: 5748.684570
	Iteration 47Q: 3 clusters Score -1.227222e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -12272281.000000 Penalty: 5748.684570
	Iteration 48Q: 3 clusters Score -1.227228e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -12272292.000000 Penalty: 5748.684570
	Iteration 49Q: 3 clusters Score -1.227229e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -12272346.000000 Penalty: 5748.684570
	Iteration 50Q: 3 clusters Score -1.227235e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -12272386.000000 Penalty: 5748.684570
	Iteration 51Q: 3 clusters Score -1.227239e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -12272389.000000 Penalty: 5748.684570
	Iteration 52Q: 3 clusters Score -1.227239e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -12272431.000000 Penalty: 5748.684570
	Iteration 53Q: 3 clusters Score -1.227243e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -12272450.000000 Penalty: 5748.684570
	Iteration 54Q: 3 clusters Score -1.227245e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -12272474.000000 Penalty: 5748.684570
	Iteration 55Q: 3 clusters Score -1.227247e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -12272523.000000 Penalty: 5748.684570
	Iteration 56Q: 3 clusters Score -1.227252e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -12272532.000000 Penalty: 5748.684570
	Iteration 57Q: 3 clusters Score -1.227253e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -12272536.000000 Penalty: 5748.684570
	Iteration 58Q: 3 clusters Score -1.227254e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 100370 members 
Entering Unmasked Estep 
Score: -12272560.000000 Penalty: 5748.684570
	Iteration 59Q: 3 clusters Score -1.227256e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -12272591.000000 Penalty: 5748.684570
	Iteration 60F: 3 clusters Score -1.227259e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -12272605.000000 Penalty: 5748.684570
	Iteration 61Q: 3 clusters Score -1.22726e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -12272621.000000 Penalty: 5748.684570
	Iteration 62Q: 3 clusters Score -1.227262e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 100788 members 
Entering Unmasked Estep 
Score: -12272634.000000 Penalty: 5748.684570
	Iteration 63Q: 3 clusters Score -1.227263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 100888 members 
Entering Unmasked Estep 
Score: -12272647.000000 Penalty: 5748.684570
	Iteration 64Q: 3 clusters Score -1.227265e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 100970 members 
Entering Unmasked Estep 
Score: -12272660.000000 Penalty: 5748.684570
	Iteration 65Q: 3 clusters Score -1.227266e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -12272660.000000 Penalty: 5748.684570
	Iteration 66Q: 3 clusters Score -1.227266e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -12272657.000000 Penalty: 5748.684570
	Iteration 67Q: 3 clusters Score -1.227266e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -12272683.000000 Penalty: 5748.684570
	Iteration 68Q: 3 clusters Score -1.227268e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -12272672.000000 Penalty: 5748.684570
	Iteration 69Q: 3 clusters Score -1.227267e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -12272670.000000 Penalty: 5748.684570
	Iteration 70Q: 3 clusters Score -1.227267e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -12272675.000000 Penalty: 5748.684570
	Iteration 71Q: 3 clusters Score -1.227268e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -12272680.000000 Penalty: 5748.684570
	Iteration 72Q: 3 clusters Score -1.227268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -12272695.000000 Penalty: 5748.684570
	Iteration 73Q: 3 clusters Score -1.22727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -12272714.000000 Penalty: 5748.684570
	Iteration 74Q: 3 clusters Score -1.227271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -12272715.000000 Penalty: 5748.684570
	Iteration 75Q: 3 clusters Score -1.227272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 101531 members 
Entering Unmasked Estep 
Score: -12272714.000000 Penalty: 5748.684570
	Iteration 76Q: 3 clusters Score -1.227271e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -12272698.000000 Penalty: 5748.684570
	Iteration 77Q: 3 clusters Score -1.22727e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -12272695.000000 Penalty: 5748.684570
	Iteration 78Q: 3 clusters Score -1.22727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 101598 members 
Entering Unmasked Estep 
Score: -12272691.000000 Penalty: 5748.684570
	Iteration 79Q: 3 clusters Score -1.227269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 101613 members 
Entering Unmasked Estep 
Score: -12272691.000000 Penalty: 5748.684570
	Iteration 80F: 3 clusters Score -1.227269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -12272701.000000 Penalty: 5748.684570
	Iteration 81Q: 3 clusters Score -1.22727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -12272702.000000 Penalty: 5748.684570
	Iteration 82Q: 3 clusters Score -1.22727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 101654 members 
Entering Unmasked Estep 
Score: -12272707.000000 Penalty: 5748.684570
	Iteration 83Q: 3 clusters Score -1.227271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -12272714.000000 Penalty: 5748.684570
	Iteration 84Q: 3 clusters Score -1.227271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -12272713.000000 Penalty: 5748.684570
	Iteration 85Q: 3 clusters Score -1.227271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -12272716.000000 Penalty: 5748.684570
	Iteration 86Q: 3 clusters Score -1.227272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -12272711.000000 Penalty: 5748.684570
	Iteration 87Q: 3 clusters Score -1.227271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -12272723.000000 Penalty: 5748.684570
	Iteration 88Q: 3 clusters Score -1.227272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -12272712.000000 Penalty: 5748.684570
	Iteration 89Q: 3 clusters Score -1.227271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -12272712.000000 Penalty: 5748.684570
	Iteration 90Q: 3 clusters Score -1.227271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -12272715.000000 Penalty: 5748.684570
	Iteration 91Q: 3 clusters Score -1.227272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 101702 members 
Entering Unmasked Estep 
Score: -12272715.000000 Penalty: 5748.684570
	Iteration 92F: 3 clusters Score -1.227272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244092 members 
Entering Unmasked Estep 
Score: -28505092.000000 Penalty: 3076.514404
	Iteration 0F: 2 clusters Score -2.850509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121832 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -28355038.000000 Penalty: 6153.028809
	Iteration 0F: 3 clusters Score -2.835504e+07 nChanged 117511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119527 members 
Mstep: Class 2 contains 124565 members 
Entering Unmasked Estep 
Score: -28425680.000000 Penalty: 6153.028809
	Iteration 1F: 3 clusters Score -2.842568e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118221 members 
Mstep: Class 2 contains 125871 members 
Entering Unmasked Estep 
Score: -28427156.000000 Penalty: 6153.028809
	Iteration 2Q: 3 clusters Score -2.842716e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116236 members 
Mstep: Class 2 contains 127856 members 
Entering Unmasked Estep 
Score: -28429082.000000 Penalty: 6153.028809
	Iteration 3Q: 3 clusters Score -2.842908e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113325 members 
Mstep: Class 2 contains 130767 members 
Entering Unmasked Estep 
Score: -28431388.000000 Penalty: 6153.028809
	Iteration 4Q: 3 clusters Score -2.843139e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108980 members 
Mstep: Class 2 contains 135112 members 
Entering Unmasked Estep 
Score: -28434940.000000 Penalty: 6153.028809
	Iteration 5Q: 3 clusters Score -2.843494e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102716 members 
Mstep: Class 2 contains 141376 members 
Entering Unmasked Estep 
Score: -28439586.000000 Penalty: 6153.028809
	Iteration 6Q: 3 clusters Score -2.843959e+07 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 149929 members 
Entering Unmasked Estep 
Score: -28445906.000000 Penalty: 6153.028809
	Iteration 7Q: 3 clusters Score -2.844591e+07 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -28454088.000000 Penalty: 6153.028809
	Iteration 8F: 3 clusters Score -2.845409e+07 nChanged 14128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71359 members 
Mstep: Class 2 contains 172733 members 
Entering Unmasked Estep 
Score: -28462950.000000 Penalty: 6153.028809
	Iteration 9F: 3 clusters Score -2.846295e+07 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 184519 members 
Entering Unmasked Estep 
Score: -28470736.000000 Penalty: 6153.028809
	Iteration 10F: 3 clusters Score -2.847074e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 194586 members 
Entering Unmasked Estep 
Score: -28476822.000000 Penalty: 6153.028809
	Iteration 11Q: 3 clusters Score -2.847682e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 202215 members 
Entering Unmasked Estep 
Score: -28481172.000000 Penalty: 6153.028809
	Iteration 12Q: 3 clusters Score -2.848117e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 207939 members 
Entering Unmasked Estep 
Score: -28484202.000000 Penalty: 6153.028809
	Iteration 13Q: 3 clusters Score -2.84842e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 212461 members 
Entering Unmasked Estep 
Score: -28486296.000000 Penalty: 6153.028809
	Iteration 14Q: 3 clusters Score -2.84863e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 215997 members 
Entering Unmasked Estep 
Score: -28487744.000000 Penalty: 6153.028809
	Iteration 15Q: 3 clusters Score -2.848774e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 219022 members 
Entering Unmasked Estep 
Score: -28488998.000000 Penalty: 6153.028809
	Iteration 16Q: 3 clusters Score -2.8489e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 221654 members 
Entering Unmasked Estep 
Score: -28489980.000000 Penalty: 6153.028809
	Iteration 17Q: 3 clusters Score -2.848998e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 224056 members 
Entering Unmasked Estep 
Score: -28490752.000000 Penalty: 6153.028809
	Iteration 18Q: 3 clusters Score -2.849075e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 226312 members 
Entering Unmasked Estep 
Score: -28491676.000000 Penalty: 6153.028809
	Iteration 19Q: 3 clusters Score -2.849168e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 228343 members 
Entering Unmasked Estep 
Score: -28492616.000000 Penalty: 6153.028809
	Iteration 20F: 3 clusters Score -2.849262e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 230193 members 
Entering Unmasked Estep 
Score: -28493366.000000 Penalty: 6153.028809
	Iteration 21Q: 3 clusters Score -2.849337e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 231896 members 
Entering Unmasked Estep 
Score: -28494342.000000 Penalty: 6153.028809
	Iteration 22Q: 3 clusters Score -2.849434e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 233509 members 
Entering Unmasked Estep 
Score: -28495314.000000 Penalty: 6153.028809
	Iteration 23Q: 3 clusters Score -2.849531e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 235052 members 
Entering Unmasked Estep 
Score: -28496272.000000 Penalty: 6153.028809
	Iteration 24Q: 3 clusters Score -2.849627e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 236402 members 
Entering Unmasked Estep 
Score: -28497180.000000 Penalty: 6153.028809
	Iteration 25Q: 3 clusters Score -2.849718e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 237595 members 
Entering Unmasked Estep 
Score: -28497918.000000 Penalty: 6153.028809
	Iteration 26Q: 3 clusters Score -2.849792e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 238623 members 
Entering Unmasked Estep 
Score: -28498604.000000 Penalty: 6153.028809
	Iteration 27Q: 3 clusters Score -2.84986e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 239544 members 
Entering Unmasked Estep 
Score: -28499206.000000 Penalty: 6153.028809
	Iteration 28Q: 3 clusters Score -2.849921e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 240343 members 
Entering Unmasked Estep 
Score: -28499712.000000 Penalty: 6153.028809
	Iteration 29Q: 3 clusters Score -2.849971e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 241001 members 
Entering Unmasked Estep 
Score: -28500120.000000 Penalty: 6153.028809
	Iteration 30Q: 3 clusters Score -2.850012e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 241534 members 
Entering Unmasked Estep 
Score: -28500536.000000 Penalty: 6153.028809
	Iteration 31Q: 3 clusters Score -2.850054e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 241974 members 
Entering Unmasked Estep 
Score: -28500896.000000 Penalty: 6153.028809
	Iteration 32Q: 3 clusters Score -2.85009e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 242313 members 
Entering Unmasked Estep 
Score: -28501198.000000 Penalty: 6153.028809
	Iteration 33Q: 3 clusters Score -2.85012e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 242573 members 
Entering Unmasked Estep 
Score: -28501458.000000 Penalty: 6153.028809
	Iteration 34Q: 3 clusters Score -2.850146e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 242758 members 
Entering Unmasked Estep 
Score: -28501588.000000 Penalty: 6153.028809
	Iteration 35Q: 3 clusters Score -2.850159e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 242899 members 
Entering Unmasked Estep 
Score: -28501726.000000 Penalty: 6153.028809
	Iteration 36Q: 3 clusters Score -2.850173e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 243015 members 
Entering Unmasked Estep 
Score: -28501758.000000 Penalty: 6153.028809
	Iteration 37Q: 3 clusters Score -2.850176e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 243110 members 
Entering Unmasked Estep 
Score: -28501854.000000 Penalty: 6153.028809
	Iteration 38Q: 3 clusters Score -2.850185e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 243177 members 
Entering Unmasked Estep 
Score: -28501936.000000 Penalty: 6153.028809
	Iteration 39Q: 3 clusters Score -2.850194e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 243228 members 
Entering Unmasked Estep 
Score: -28501974.000000 Penalty: 6153.028809
	Iteration 40F: 3 clusters Score -2.850197e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 243261 members 
Entering Unmasked Estep 
Score: -28502002.000000 Penalty: 6153.028809
	Iteration 41Q: 3 clusters Score -2.8502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 243295 members 
Entering Unmasked Estep 
Score: -28502064.000000 Penalty: 6153.028809
	Iteration 42Q: 3 clusters Score -2.850206e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 243323 members 
Entering Unmasked Estep 
Score: -28502070.000000 Penalty: 6153.028809
	Iteration 43Q: 3 clusters Score -2.850207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 243345 members 
Entering Unmasked Estep 
Score: -28502084.000000 Penalty: 6153.028809
	Iteration 44Q: 3 clusters Score -2.850208e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 243367 members 
Entering Unmasked Estep 
Score: -28502114.000000 Penalty: 6153.028809
	Iteration 45Q: 3 clusters Score -2.850211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 243380 members 
Entering Unmasked Estep 
Score: -28502126.000000 Penalty: 6153.028809
	Iteration 46Q: 3 clusters Score -2.850213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 243393 members 
Entering Unmasked Estep 
Score: -28502128.000000 Penalty: 6153.028809
	Iteration 47Q: 3 clusters Score -2.850213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 243403 members 
Entering Unmasked Estep 
Score: -28502170.000000 Penalty: 6153.028809
	Iteration 48Q: 3 clusters Score -2.850217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 243411 members 
Entering Unmasked Estep 
Score: -28502166.000000 Penalty: 6153.028809
	Iteration 49Q: 3 clusters Score -2.850217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -28502158.000000 Penalty: 6153.028809
	Iteration 50Q: 3 clusters Score -2.850216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 243433 members 
Entering Unmasked Estep 
Score: -28502180.000000 Penalty: 6153.028809
	Iteration 51Q: 3 clusters Score -2.850218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 243440 members 
Entering Unmasked Estep 
Score: -28502210.000000 Penalty: 6153.028809
	Iteration 52Q: 3 clusters Score -2.850221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 243446 members 
Entering Unmasked Estep 
Score: -28502210.000000 Penalty: 6153.028809
	Iteration 53Q: 3 clusters Score -2.850221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 243454 members 
Entering Unmasked Estep 
Score: -28502216.000000 Penalty: 6153.028809
	Iteration 54Q: 3 clusters Score -2.850222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 243461 members 
Entering Unmasked Estep 
Score: -28502230.000000 Penalty: 6153.028809
	Iteration 55Q: 3 clusters Score -2.850223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 243470 members 
Entering Unmasked Estep 
Score: -28502220.000000 Penalty: 6153.028809
	Iteration 56Q: 3 clusters Score -2.850222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 243473 members 
Entering Unmasked Estep 
Score: -28502234.000000 Penalty: 6153.028809
	Iteration 57Q: 3 clusters Score -2.850223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 243476 members 
Entering Unmasked Estep 
Score: -28502236.000000 Penalty: 6153.028809
	Iteration 58Q: 3 clusters Score -2.850224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 243478 members 
Entering Unmasked Estep 
Score: -28502228.000000 Penalty: 6153.028809
	Iteration 59Q: 3 clusters Score -2.850223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 243480 members 
Entering Unmasked Estep 
Score: -28502236.000000 Penalty: 6153.028809
	Iteration 60F: 3 clusters Score -2.850224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 243481 members 
Entering Unmasked Estep 
Score: -28502242.000000 Penalty: 6153.028809
	Iteration 61Q: 3 clusters Score -2.850224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 243482 members 
Entering Unmasked Estep 
Score: -28502246.000000 Penalty: 6153.028809
	Iteration 62Q: 3 clusters Score -2.850225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 243482 members 
Entering Unmasked Estep 
Score: -28502246.000000 Penalty: 6153.028809
	Iteration 63F: 3 clusters Score -2.850225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Entering Unmasked Estep 
Score: -2586416.250000 Penalty: 2477.778076
	Iteration 0F: 2 clusters Score -2586416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2571125.750000 Penalty: 4955.556152
	Iteration 0F: 3 clusters Score -2571126 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2576190.500000 Penalty: 4955.556152
	Iteration 1F: 3 clusters Score -2576190 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2576594.000000 Penalty: 4955.556152
	Iteration 2F: 3 clusters Score -2576594 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2576967.750000 Penalty: 4955.556152
	Iteration 3Q: 3 clusters Score -2576968 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2577312.750000 Penalty: 4955.556152
	Iteration 4Q: 3 clusters Score -2577313 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2577643.500000 Penalty: 4955.556152
	Iteration 5Q: 3 clusters Score -2577644 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2577987.000000 Penalty: 4955.556152
	Iteration 6Q: 3 clusters Score -2577987 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2578352.500000 Penalty: 4955.556152
	Iteration 7Q: 3 clusters Score -2578352 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2578742.000000 Penalty: 4955.556152
	Iteration 8Q: 3 clusters Score -2578742 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2579203.000000 Penalty: 4955.556152
	Iteration 9Q: 3 clusters Score -2579203 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2579792.500000 Penalty: 4955.556152
	Iteration 10Q: 3 clusters Score -2579792 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2580493.500000 Penalty: 4955.556152
	Iteration 11Q: 3 clusters Score -2580494 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2581151.500000 Penalty: 4955.556152
	Iteration 12Q: 3 clusters Score -2581152 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2581746.750000 Penalty: 4955.556152
	Iteration 13Q: 3 clusters Score -2581747 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2582232.000000 Penalty: 4955.556152
	Iteration 14Q: 3 clusters Score -2582232 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2582628.750000 Penalty: 4955.556152
	Iteration 15Q: 3 clusters Score -2582629 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2582908.750000 Penalty: 4955.556152
	Iteration 16Q: 3 clusters Score -2582909 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2583079.000000 Penalty: 4955.556152
	Iteration 17Q: 3 clusters Score -2583079 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2583188.000000 Penalty: 4955.556152
	Iteration 18Q: 3 clusters Score -2583188 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2583266.250000 Penalty: 4955.556152
	Iteration 19Q: 3 clusters Score -2583266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2583342.000000 Penalty: 4955.556152
	Iteration 20F: 3 clusters Score -2583342 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2583412.000000 Penalty: 4955.556152
	Iteration 21Q: 3 clusters Score -2583412 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2583489.750000 Penalty: 4955.556152
	Iteration 22Q: 3 clusters Score -2583490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2583540.000000 Penalty: 4955.556152
	Iteration 23Q: 3 clusters Score -2583540 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2583583.500000 Penalty: 4955.556152
	Iteration 24Q: 3 clusters Score -2583584 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2583618.250000 Penalty: 4955.556152
	Iteration 25Q: 3 clusters Score -2583618 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2583648.500000 Penalty: 4955.556152
	Iteration 26Q: 3 clusters Score -2583648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2583673.000000 Penalty: 4955.556152
	Iteration 27Q: 3 clusters Score -2583673 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2583686.500000 Penalty: 4955.556152
	Iteration 28Q: 3 clusters Score -2583686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2583716.250000 Penalty: 4955.556152
	Iteration 29Q: 3 clusters Score -2583716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2583734.500000 Penalty: 4955.556152
	Iteration 30Q: 3 clusters Score -2583734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2583761.000000 Penalty: 4955.556152
	Iteration 31Q: 3 clusters Score -2583761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2583796.750000 Penalty: 4955.556152
	Iteration 32Q: 3 clusters Score -2583797 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2583821.000000 Penalty: 4955.556152
	Iteration 33Q: 3 clusters Score -2583821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2583857.750000 Penalty: 4955.556152
	Iteration 34Q: 3 clusters Score -2583858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2583878.250000 Penalty: 4955.556152
	Iteration 35Q: 3 clusters Score -2583878 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2583909.500000 Penalty: 4955.556152
	Iteration 36Q: 3 clusters Score -2583910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2583928.000000 Penalty: 4955.556152
	Iteration 37Q: 3 clusters Score -2583928 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2583949.000000 Penalty: 4955.556152
	Iteration 38Q: 3 clusters Score -2583949 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2583971.250000 Penalty: 4955.556152
	Iteration 39Q: 3 clusters Score -2583971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2583989.000000 Penalty: 4955.556152
	Iteration 40F: 3 clusters Score -2583989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2584004.250000 Penalty: 4955.556152
	Iteration 41Q: 3 clusters Score -2584004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2584022.250000 Penalty: 4955.556152
	Iteration 42Q: 3 clusters Score -2584022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2584030.750000 Penalty: 4955.556152
	Iteration 43Q: 3 clusters Score -2584031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2584052.250000 Penalty: 4955.556152
	Iteration 44Q: 3 clusters Score -2584052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2584059.500000 Penalty: 4955.556152
	Iteration 45Q: 3 clusters Score -2584060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2584075.250000 Penalty: 4955.556152
	Iteration 46Q: 3 clusters Score -2584075 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2584092.500000 Penalty: 4955.556152
	Iteration 47Q: 3 clusters Score -2584092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2584109.250000 Penalty: 4955.556152
	Iteration 48Q: 3 clusters Score -2584109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2584132.750000 Penalty: 4955.556152
	Iteration 49Q: 3 clusters Score -2584133 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2584146.000000 Penalty: 4955.556152
	Iteration 50Q: 3 clusters Score -2584146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2584150.750000 Penalty: 4955.556152
	Iteration 51Q: 3 clusters Score -2584151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2584151.000000 Penalty: 4955.556152
	Iteration 52Q: 3 clusters Score -2584151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2584166.500000 Penalty: 4955.556152
	Iteration 53Q: 3 clusters Score -2584166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2584177.000000 Penalty: 4955.556152
	Iteration 54Q: 3 clusters Score -2584177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2584195.500000 Penalty: 4955.556152
	Iteration 55Q: 3 clusters Score -2584196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2584204.250000 Penalty: 4955.556152
	Iteration 56Q: 3 clusters Score -2584204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2584215.000000 Penalty: 4955.556152
	Iteration 57Q: 3 clusters Score -2584215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2584229.000000 Penalty: 4955.556152
	Iteration 58Q: 3 clusters Score -2584229 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2584239.000000 Penalty: 4955.556152
	Iteration 59Q: 3 clusters Score -2584239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2584253.250000 Penalty: 4955.556152
	Iteration 60F: 3 clusters Score -2584253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2584262.000000 Penalty: 4955.556152
	Iteration 61Q: 3 clusters Score -2584262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2584266.500000 Penalty: 4955.556152
	Iteration 62Q: 3 clusters Score -2584266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2584275.750000 Penalty: 4955.556152
	Iteration 63Q: 3 clusters Score -2584276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -2584275.000000 Penalty: 4955.556152
	Iteration 64Q: 3 clusters Score -2584275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2584283.250000 Penalty: 4955.556152
	Iteration 65Q: 3 clusters Score -2584283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2584292.500000 Penalty: 4955.556152
	Iteration 66Q: 3 clusters Score -2584292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2584301.500000 Penalty: 4955.556152
	Iteration 67Q: 3 clusters Score -2584302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2584306.250000 Penalty: 4955.556152
	Iteration 68Q: 3 clusters Score -2584306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2584313.000000 Penalty: 4955.556152
	Iteration 69Q: 3 clusters Score -2584313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2584319.750000 Penalty: 4955.556152
	Iteration 70Q: 3 clusters Score -2584320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2584325.000000 Penalty: 4955.556152
	Iteration 71Q: 3 clusters Score -2584325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2584329.750000 Penalty: 4955.556152
	Iteration 72Q: 3 clusters Score -2584330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2584338.000000 Penalty: 4955.556152
	Iteration 73Q: 3 clusters Score -2584338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2584346.500000 Penalty: 4955.556152
	Iteration 74Q: 3 clusters Score -2584346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2584354.500000 Penalty: 4955.556152
	Iteration 75Q: 3 clusters Score -2584354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2584363.000000 Penalty: 4955.556152
	Iteration 76Q: 3 clusters Score -2584363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2584362.500000 Penalty: 4955.556152
	Iteration 77Q: 3 clusters Score -2584362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2584373.000000 Penalty: 4955.556152
	Iteration 78Q: 3 clusters Score -2584373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2584376.000000 Penalty: 4955.556152
	Iteration 79Q: 3 clusters Score -2584376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2584377.500000 Penalty: 4955.556152
	Iteration 80F: 3 clusters Score -2584378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2584386.000000 Penalty: 4955.556152
	Iteration 81Q: 3 clusters Score -2584386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2584388.250000 Penalty: 4955.556152
	Iteration 82Q: 3 clusters Score -2584388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2584395.000000 Penalty: 4955.556152
	Iteration 83Q: 3 clusters Score -2584395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2584397.000000 Penalty: 4955.556152
	Iteration 84Q: 3 clusters Score -2584397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2584401.250000 Penalty: 4955.556152
	Iteration 85Q: 3 clusters Score -2584401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2584408.000000 Penalty: 4955.556152
	Iteration 86Q: 3 clusters Score -2584408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2584417.250000 Penalty: 4955.556152
	Iteration 87Q: 3 clusters Score -2584417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2584423.750000 Penalty: 4955.556152
	Iteration 88Q: 3 clusters Score -2584424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2584430.250000 Penalty: 4955.556152
	Iteration 89Q: 3 clusters Score -2584430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2584440.750000 Penalty: 4955.556152
	Iteration 90Q: 3 clusters Score -2584441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2584442.750000 Penalty: 4955.556152
	Iteration 91Q: 3 clusters Score -2584443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2584445.750000 Penalty: 4955.556152
	Iteration 92Q: 3 clusters Score -2584446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2584451.250000 Penalty: 4955.556152
	Iteration 93Q: 3 clusters Score -2584451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2584454.750000 Penalty: 4955.556152
	Iteration 94Q: 3 clusters Score -2584455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2584457.750000 Penalty: 4955.556152
	Iteration 95Q: 3 clusters Score -2584458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2584457.750000 Penalty: 4955.556152
	Iteration 96Q: 3 clusters Score -2584458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2584464.000000 Penalty: 4955.556152
	Iteration 97Q: 3 clusters Score -2584464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2584464.500000 Penalty: 4955.556152
	Iteration 98Q: 3 clusters Score -2584464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2584469.000000 Penalty: 4955.556152
	Iteration 99Q: 3 clusters Score -2584469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2584474.750000 Penalty: 4955.556152
	Iteration 100F: 3 clusters Score -2584475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2584477.500000 Penalty: 4955.556152
	Iteration 101Q: 3 clusters Score -2584478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2584474.750000 Penalty: 4955.556152
	Iteration 102Q: 3 clusters Score -2584475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2584476.500000 Penalty: 4955.556152
	Iteration 103Q: 3 clusters Score -2584476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2584477.250000 Penalty: 4955.556152
	Iteration 104Q: 3 clusters Score -2584477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2584478.750000 Penalty: 4955.556152
	Iteration 105Q: 3 clusters Score -2584479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2584479.000000 Penalty: 4955.556152
	Iteration 106Q: 3 clusters Score -2584479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2584477.000000 Penalty: 4955.556152
	Iteration 107Q: 3 clusters Score -2584477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2584479.500000 Penalty: 4955.556152
	Iteration 108Q: 3 clusters Score -2584480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2584479.500000 Penalty: 4955.556152
	Iteration 109F: 3 clusters Score -2584480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66429.585938 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66429.59 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66896.992188 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66896.99 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67142.390625 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -67142.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67254.289062 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -67254.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67299.867188 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -67299.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67329.367188 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67329.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67360.187500 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67360.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67393.914062 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67393.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67434.781250 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67434.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67461.390625 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67461.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67468.515625 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67468.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67473.703125 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67479.304688 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -67479.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67509.703125 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -67509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67544.757812 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -67544.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67558.984375 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -67558.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67560.585938 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -67560.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67560.585938 Penalty: 3246.493408
	Iteration 17F: 3 clusters Score -67560.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Entering Unmasked Estep 
Score: -3303839.750000 Penalty: 2538.302734
	Iteration 0F: 2 clusters Score -3303840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3284694.750000 Penalty: 5076.605469
	Iteration 0F: 3 clusters Score -3284695 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3291354.750000 Penalty: 5076.605469
	Iteration 1F: 3 clusters Score -3291355 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3291807.750000 Penalty: 5076.605469
	Iteration 2Q: 3 clusters Score -3291808 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3292232.250000 Penalty: 5076.605469
	Iteration 3Q: 3 clusters Score -3292232 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3292663.000000 Penalty: 5076.605469
	Iteration 4Q: 3 clusters Score -3292663 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3293203.500000 Penalty: 5076.605469
	Iteration 5Q: 3 clusters Score -3293204 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3293960.250000 Penalty: 5076.605469
	Iteration 6F: 3 clusters Score -3293960 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3295072.000000 Penalty: 5076.605469
	Iteration 7F: 3 clusters Score -3295072 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -3296561.750000 Penalty: 5076.605469
	Iteration 8F: 3 clusters Score -3296562 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3298190.500000 Penalty: 5076.605469
	Iteration 9F: 3 clusters Score -3298190 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3299542.500000 Penalty: 5076.605469
	Iteration 10F: 3 clusters Score -3299542 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3300514.750000 Penalty: 5076.605469
	Iteration 11Q: 3 clusters Score -3300515 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3301159.000000 Penalty: 5076.605469
	Iteration 12Q: 3 clusters Score -3301159 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3301590.750000 Penalty: 5076.605469
	Iteration 13Q: 3 clusters Score -3301591 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3301879.000000 Penalty: 5076.605469
	Iteration 14Q: 3 clusters Score -3301879 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3302080.250000 Penalty: 5076.605469
	Iteration 15Q: 3 clusters Score -3302080 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3302195.500000 Penalty: 5076.605469
	Iteration 16Q: 3 clusters Score -3302196 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3302267.000000 Penalty: 5076.605469
	Iteration 17Q: 3 clusters Score -3302267 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3302300.000000 Penalty: 5076.605469
	Iteration 18Q: 3 clusters Score -3302300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3302321.750000 Penalty: 5076.605469
	Iteration 19Q: 3 clusters Score -3302322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3302360.250000 Penalty: 5076.605469
	Iteration 20F: 3 clusters Score -3302360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3302366.250000 Penalty: 5076.605469
	Iteration 21Q: 3 clusters Score -3302366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3302369.500000 Penalty: 5076.605469
	Iteration 22Q: 3 clusters Score -3302370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3302383.500000 Penalty: 5076.605469
	Iteration 23Q: 3 clusters Score -3302384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3302384.750000 Penalty: 5076.605469
	Iteration 24Q: 3 clusters Score -3302385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -3302390.750000 Penalty: 5076.605469
	Iteration 25Q: 3 clusters Score -3302391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3302393.500000 Penalty: 5076.605469
	Iteration 26Q: 3 clusters Score -3302394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3302395.750000 Penalty: 5076.605469
	Iteration 27Q: 3 clusters Score -3302396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3302399.000000 Penalty: 5076.605469
	Iteration 28Q: 3 clusters Score -3302399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3302400.250000 Penalty: 5076.605469
	Iteration 29Q: 3 clusters Score -3302400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3302400.750000 Penalty: 5076.605469
	Iteration 30Q: 3 clusters Score -3302401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3302402.750000 Penalty: 5076.605469
	Iteration 31Q: 3 clusters Score -3302403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3302402.750000 Penalty: 5076.605469
	Iteration 32F: 3 clusters Score -3302403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Entering Unmasked Estep 
Score: -2762405.250000 Penalty: 2501.817383
	Iteration 0F: 2 clusters Score -2762405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2745801.250000 Penalty: 5003.634766
	Iteration 0F: 3 clusters Score -2745801 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2751611.250000 Penalty: 5003.634766
	Iteration 1F: 3 clusters Score -2751611 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2752087.000000 Penalty: 5003.634766
	Iteration 2F: 3 clusters Score -2752087 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2752518.500000 Penalty: 5003.634766
	Iteration 3Q: 3 clusters Score -2752518 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2752967.000000 Penalty: 5003.634766
	Iteration 4Q: 3 clusters Score -2752967 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2753454.500000 Penalty: 5003.634766
	Iteration 5Q: 3 clusters Score -2753454 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2754035.250000 Penalty: 5003.634766
	Iteration 6Q: 3 clusters Score -2754035 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2754702.250000 Penalty: 5003.634766
	Iteration 7Q: 3 clusters Score -2754702 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2755445.000000 Penalty: 5003.634766
	Iteration 8F: 3 clusters Score -2755445 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2756302.250000 Penalty: 5003.634766
	Iteration 9F: 3 clusters Score -2756302 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2757069.750000 Penalty: 5003.634766
	Iteration 10Q: 3 clusters Score -2757070 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2757738.750000 Penalty: 5003.634766
	Iteration 11Q: 3 clusters Score -2757739 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2758370.750000 Penalty: 5003.634766
	Iteration 12Q: 3 clusters Score -2758371 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2758851.000000 Penalty: 5003.634766
	Iteration 13Q: 3 clusters Score -2758851 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2759264.000000 Penalty: 5003.634766
	Iteration 14Q: 3 clusters Score -2759264 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2759597.750000 Penalty: 5003.634766
	Iteration 15Q: 3 clusters Score -2759598 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2759876.000000 Penalty: 5003.634766
	Iteration 16Q: 3 clusters Score -2759876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2760053.500000 Penalty: 5003.634766
	Iteration 17Q: 3 clusters Score -2760054 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2760187.750000 Penalty: 5003.634766
	Iteration 18Q: 3 clusters Score -2760188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2760271.500000 Penalty: 5003.634766
	Iteration 19Q: 3 clusters Score -2760272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2760327.500000 Penalty: 5003.634766
	Iteration 20F: 3 clusters Score -2760328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2760363.250000 Penalty: 5003.634766
	Iteration 21Q: 3 clusters Score -2760363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2760388.750000 Penalty: 5003.634766
	Iteration 22Q: 3 clusters Score -2760389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2760408.500000 Penalty: 5003.634766
	Iteration 23Q: 3 clusters Score -2760408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2760418.500000 Penalty: 5003.634766
	Iteration 24Q: 3 clusters Score -2760418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2760427.500000 Penalty: 5003.634766
	Iteration 25Q: 3 clusters Score -2760428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2760432.000000 Penalty: 5003.634766
	Iteration 26Q: 3 clusters Score -2760432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2760432.000000 Penalty: 5003.634766
	Iteration 27Q: 3 clusters Score -2760432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2760436.500000 Penalty: 5003.634766
	Iteration 28Q: 3 clusters Score -2760436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2760441.000000 Penalty: 5003.634766
	Iteration 29Q: 3 clusters Score -2760441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2760444.500000 Penalty: 5003.634766
	Iteration 30Q: 3 clusters Score -2760444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2760447.000000 Penalty: 5003.634766
	Iteration 31Q: 3 clusters Score -2760447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2760449.000000 Penalty: 5003.634766
	Iteration 32Q: 3 clusters Score -2760449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2760453.000000 Penalty: 5003.634766
	Iteration 33Q: 3 clusters Score -2760453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2760457.000000 Penalty: 5003.634766
	Iteration 34Q: 3 clusters Score -2760457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2760457.750000 Penalty: 5003.634766
	Iteration 35Q: 3 clusters Score -2760458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2760457.250000 Penalty: 5003.634766
	Iteration 36Q: 3 clusters Score -2760457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2760458.500000 Penalty: 5003.634766
	Iteration 37Q: 3 clusters Score -2760458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2760458.500000 Penalty: 5003.634766
	Iteration 38F: 3 clusters Score -2760458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (122391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122391 members 
Entering Unmasked Estep 
Score: -14010066.000000 Penalty: 2905.314209
	Iteration 0F: 2 clusters Score -1.401007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -13928230.000000 Penalty: 5810.628418
	Iteration 0F: 3 clusters Score -1.392823e+07 nChanged 58354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -13962065.000000 Penalty: 5810.628418
	Iteration 1F: 3 clusters Score -1.396206e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57739 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -13962811.000000 Penalty: 5810.628418
	Iteration 2Q: 3 clusters Score -1.396281e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -13963675.000000 Penalty: 5810.628418
	Iteration 3Q: 3 clusters Score -1.396368e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 69171 members 
Entering Unmasked Estep 
Score: -13964776.000000 Penalty: 5810.628418
	Iteration 4Q: 3 clusters Score -1.396478e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -13966290.000000 Penalty: 5810.628418
	Iteration 5Q: 3 clusters Score -1.396629e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 79057 members 
Entering Unmasked Estep 
Score: -13969155.000000 Penalty: 5810.628418
	Iteration 6Q: 3 clusters Score -1.396916e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -13974536.000000 Penalty: 5810.628418
	Iteration 7F: 3 clusters Score -1.397454e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -13983376.000000 Penalty: 5810.628418
	Iteration 8F: 3 clusters Score -1.398338e+07 nChanged 11106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 108918 members 
Entering Unmasked Estep 
Score: -13994255.000000 Penalty: 5810.628418
	Iteration 9F: 3 clusters Score -1.399426e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 116997 members 
Entering Unmasked Estep 
Score: -14002524.000000 Penalty: 5810.628418
	Iteration 10F: 3 clusters Score -1.400252e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 120643 members 
Entering Unmasked Estep 
Score: -14005970.000000 Penalty: 5810.628418
	Iteration 11Q: 3 clusters Score -1.400597e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 121707 members 
Entering Unmasked Estep 
Score: -14006970.000000 Penalty: 5810.628418
	Iteration 12Q: 3 clusters Score -1.400697e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -14007250.000000 Penalty: 5810.628418
	Iteration 13Q: 3 clusters Score -1.400725e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -14007367.000000 Penalty: 5810.628418
	Iteration 14Q: 3 clusters Score -1.400737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 122101 members 
Entering Unmasked Estep 
Score: -14007434.000000 Penalty: 5810.628418
	Iteration 15Q: 3 clusters Score -1.400743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122115 members 
Entering Unmasked Estep 
Score: -14007449.000000 Penalty: 5810.628418
	Iteration 16Q: 3 clusters Score -1.400745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -14007477.000000 Penalty: 5810.628418
	Iteration 17Q: 3 clusters Score -1.400748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 122131 members 
Entering Unmasked Estep 
Score: -14007481.000000 Penalty: 5810.628418
	Iteration 18Q: 3 clusters Score -1.400748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 122136 members 
Entering Unmasked Estep 
Score: -14007482.000000 Penalty: 5810.628418
	Iteration 19Q: 3 clusters Score -1.400748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -14007494.000000 Penalty: 5810.628418
	Iteration 20F: 3 clusters Score -1.400749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 122143 members 
Entering Unmasked Estep 
Score: -14007507.000000 Penalty: 5810.628418
	Iteration 21Q: 3 clusters Score -1.400751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 122146 members 
Entering Unmasked Estep 
Score: -14007511.000000 Penalty: 5810.628418
	Iteration 22Q: 3 clusters Score -1.400751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 122148 members 
Entering Unmasked Estep 
Score: -14007515.000000 Penalty: 5810.628418
	Iteration 23Q: 3 clusters Score -1.400752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 122151 members 
Entering Unmasked Estep 
Score: -14007523.000000 Penalty: 5810.628418
	Iteration 24Q: 3 clusters Score -1.400752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 122152 members 
Entering Unmasked Estep 
Score: -14007543.000000 Penalty: 5810.628418
	Iteration 25Q: 3 clusters Score -1.400754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 122156 members 
Entering Unmasked Estep 
Score: -14007549.000000 Penalty: 5810.628418
	Iteration 26Q: 3 clusters Score -1.400755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -14007557.000000 Penalty: 5810.628418
	Iteration 27Q: 3 clusters Score -1.400756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 122161 members 
Entering Unmasked Estep 
Score: -14007562.000000 Penalty: 5810.628418
	Iteration 28Q: 3 clusters Score -1.400756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 122159 members 
Entering Unmasked Estep 
Score: -14007586.000000 Penalty: 5810.628418
	Iteration 29Q: 3 clusters Score -1.400759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -14007574.000000 Penalty: 5810.628418
	Iteration 30Q: 3 clusters Score -1.400757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 122160 members 
Entering Unmasked Estep 
Score: -14007574.000000 Penalty: 5810.628418
	Iteration 31F: 3 clusters Score -1.400757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Entering Unmasked Estep 
Score: -2844351.500000 Penalty: 2509.212402
	Iteration 0F: 2 clusters Score -2844352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2827111.250000 Penalty: 5018.424805
	Iteration 0F: 3 clusters Score -2827111 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2833186.000000 Penalty: 5018.424805
	Iteration 1F: 3 clusters Score -2833186 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2833576.000000 Penalty: 5018.424805
	Iteration 2Q: 3 clusters Score -2833576 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2833923.000000 Penalty: 5018.424805
	Iteration 3Q: 3 clusters Score -2833923 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2834230.250000 Penalty: 5018.424805
	Iteration 4Q: 3 clusters Score -2834230 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2834541.500000 Penalty: 5018.424805
	Iteration 5Q: 3 clusters Score -2834542 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2834857.750000 Penalty: 5018.424805
	Iteration 6Q: 3 clusters Score -2834858 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2835256.750000 Penalty: 5018.424805
	Iteration 7Q: 3 clusters Score -2835257 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2835702.000000 Penalty: 5018.424805
	Iteration 8Q: 3 clusters Score -2835702 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2836254.000000 Penalty: 5018.424805
	Iteration 9Q: 3 clusters Score -2836254 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2836999.250000 Penalty: 5018.424805
	Iteration 10Q: 3 clusters Score -2836999 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2837949.000000 Penalty: 5018.424805
	Iteration 11F: 3 clusters Score -2837949 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2839021.250000 Penalty: 5018.424805
	Iteration 12F: 3 clusters Score -2839021 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2839895.750000 Penalty: 5018.424805
	Iteration 13Q: 3 clusters Score -2839896 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2840506.750000 Penalty: 5018.424805
	Iteration 14Q: 3 clusters Score -2840507 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2840780.500000 Penalty: 5018.424805
	Iteration 15Q: 3 clusters Score -2840780 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2840991.750000 Penalty: 5018.424805
	Iteration 16Q: 3 clusters Score -2840992 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2841145.500000 Penalty: 5018.424805
	Iteration 17Q: 3 clusters Score -2841146 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2841278.000000 Penalty: 5018.424805
	Iteration 18Q: 3 clusters Score -2841278 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2841382.250000 Penalty: 5018.424805
	Iteration 19Q: 3 clusters Score -2841382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2841452.750000 Penalty: 5018.424805
	Iteration 20F: 3 clusters Score -2841453 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2841511.250000 Penalty: 5018.424805
	Iteration 21Q: 3 clusters Score -2841511 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2841581.750000 Penalty: 5018.424805
	Iteration 22Q: 3 clusters Score -2841582 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2841625.500000 Penalty: 5018.424805
	Iteration 23Q: 3 clusters Score -2841626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2841667.000000 Penalty: 5018.424805
	Iteration 24Q: 3 clusters Score -2841667 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2841697.750000 Penalty: 5018.424805
	Iteration 25Q: 3 clusters Score -2841698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2841736.500000 Penalty: 5018.424805
	Iteration 26Q: 3 clusters Score -2841736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2841781.500000 Penalty: 5018.424805
	Iteration 27Q: 3 clusters Score -2841782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2841827.750000 Penalty: 5018.424805
	Iteration 28Q: 3 clusters Score -2841828 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2841872.000000 Penalty: 5018.424805
	Iteration 29Q: 3 clusters Score -2841872 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2841918.500000 Penalty: 5018.424805
	Iteration 30Q: 3 clusters Score -2841918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2841942.250000 Penalty: 5018.424805
	Iteration 31Q: 3 clusters Score -2841942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2841976.500000 Penalty: 5018.424805
	Iteration 32Q: 3 clusters Score -2841976 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2842017.500000 Penalty: 5018.424805
	Iteration 33Q: 3 clusters Score -2842018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2842039.000000 Penalty: 5018.424805
	Iteration 34Q: 3 clusters Score -2842039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2842069.000000 Penalty: 5018.424805
	Iteration 35Q: 3 clusters Score -2842069 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2842097.250000 Penalty: 5018.424805
	Iteration 36Q: 3 clusters Score -2842097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2842120.750000 Penalty: 5018.424805
	Iteration 37Q: 3 clusters Score -2842121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2842139.250000 Penalty: 5018.424805
	Iteration 38Q: 3 clusters Score -2842139 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2842158.250000 Penalty: 5018.424805
	Iteration 39Q: 3 clusters Score -2842158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2842182.500000 Penalty: 5018.424805
	Iteration 40F: 3 clusters Score -2842182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2842208.000000 Penalty: 5018.424805
	Iteration 41Q: 3 clusters Score -2842208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2842209.000000 Penalty: 5018.424805
	Iteration 42Q: 3 clusters Score -2842209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2842223.000000 Penalty: 5018.424805
	Iteration 43Q: 3 clusters Score -2842223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2842231.750000 Penalty: 5018.424805
	Iteration 44Q: 3 clusters Score -2842232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2842255.250000 Penalty: 5018.424805
	Iteration 45Q: 3 clusters Score -2842255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2842266.500000 Penalty: 5018.424805
	Iteration 46Q: 3 clusters Score -2842266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2842273.250000 Penalty: 5018.424805
	Iteration 47Q: 3 clusters Score -2842273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2842292.500000 Penalty: 5018.424805
	Iteration 48Q: 3 clusters Score -2842292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2842305.500000 Penalty: 5018.424805
	Iteration 49Q: 3 clusters Score -2842306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2842311.000000 Penalty: 5018.424805
	Iteration 50Q: 3 clusters Score -2842311 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2842321.000000 Penalty: 5018.424805
	Iteration 51Q: 3 clusters Score -2842321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2842336.500000 Penalty: 5018.424805
	Iteration 52Q: 3 clusters Score -2842336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2842351.000000 Penalty: 5018.424805
	Iteration 53Q: 3 clusters Score -2842351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2842373.000000 Penalty: 5018.424805
	Iteration 54Q: 3 clusters Score -2842373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2842377.000000 Penalty: 5018.424805
	Iteration 55Q: 3 clusters Score -2842377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2842389.750000 Penalty: 5018.424805
	Iteration 56Q: 3 clusters Score -2842390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2842399.500000 Penalty: 5018.424805
	Iteration 57Q: 3 clusters Score -2842400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2842418.500000 Penalty: 5018.424805
	Iteration 58Q: 3 clusters Score -2842418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2842429.500000 Penalty: 5018.424805
	Iteration 59Q: 3 clusters Score -2842430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2842429.000000 Penalty: 5018.424805
	Iteration 60F: 3 clusters Score -2842429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2842442.500000 Penalty: 5018.424805
	Iteration 61Q: 3 clusters Score -2842442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2842451.250000 Penalty: 5018.424805
	Iteration 62Q: 3 clusters Score -2842451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2842457.750000 Penalty: 5018.424805
	Iteration 63Q: 3 clusters Score -2842458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2842459.250000 Penalty: 5018.424805
	Iteration 64Q: 3 clusters Score -2842459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2842465.250000 Penalty: 5018.424805
	Iteration 65Q: 3 clusters Score -2842465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2842469.500000 Penalty: 5018.424805
	Iteration 66Q: 3 clusters Score -2842470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2842468.750000 Penalty: 5018.424805
	Iteration 67Q: 3 clusters Score -2842469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2842471.000000 Penalty: 5018.424805
	Iteration 68Q: 3 clusters Score -2842471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2842469.000000 Penalty: 5018.424805
	Iteration 69Q: 3 clusters Score -2842469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2842472.500000 Penalty: 5018.424805
	Iteration 70Q: 3 clusters Score -2842472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2842473.500000 Penalty: 5018.424805
	Iteration 71Q: 3 clusters Score -2842474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2842472.250000 Penalty: 5018.424805
	Iteration 72Q: 3 clusters Score -2842472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2842477.250000 Penalty: 5018.424805
	Iteration 73Q: 3 clusters Score -2842477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2842477.750000 Penalty: 5018.424805
	Iteration 74Q: 3 clusters Score -2842478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2842480.750000 Penalty: 5018.424805
	Iteration 75Q: 3 clusters Score -2842481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2842478.000000 Penalty: 5018.424805
	Iteration 76Q: 3 clusters Score -2842478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2842479.250000 Penalty: 5018.424805
	Iteration 77Q: 3 clusters Score -2842479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2842482.750000 Penalty: 5018.424805
	Iteration 78Q: 3 clusters Score -2842483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2842484.250000 Penalty: 5018.424805
	Iteration 79Q: 3 clusters Score -2842484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2842481.750000 Penalty: 5018.424805
	Iteration 80F: 3 clusters Score -2842482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2842483.250000 Penalty: 5018.424805
	Iteration 81Q: 3 clusters Score -2842483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2842482.000000 Penalty: 5018.424805
	Iteration 82Q: 3 clusters Score -2842482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2842480.250000 Penalty: 5018.424805
	Iteration 83Q: 3 clusters Score -2842480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2842480.250000 Penalty: 5018.424805
	Iteration 84F: 3 clusters Score -2842480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Entering Unmasked Estep 
Score: -1706025.125000 Penalty: 2374.492676
	Iteration 0F: 2 clusters Score -1706025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1695571.500000 Penalty: 4748.985352
	Iteration 0F: 3 clusters Score -1695572 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1698869.500000 Penalty: 4748.985352
	Iteration 1F: 3 clusters Score -1698870 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1699233.250000 Penalty: 4748.985352
	Iteration 2F: 3 clusters Score -1699233 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1699515.125000 Penalty: 4748.985352
	Iteration 3Q: 3 clusters Score -1699515 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1699757.375000 Penalty: 4748.985352
	Iteration 4Q: 3 clusters Score -1699757 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1700000.750000 Penalty: 4748.985352
	Iteration 5Q: 3 clusters Score -1700001 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1700270.250000 Penalty: 4748.985352
	Iteration 6Q: 3 clusters Score -1700270 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1700558.000000 Penalty: 4748.985352
	Iteration 7Q: 3 clusters Score -1700558 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1700899.500000 Penalty: 4748.985352
	Iteration 8Q: 3 clusters Score -1700900 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1701340.250000 Penalty: 4748.985352
	Iteration 9Q: 3 clusters Score -1701340 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1701914.375000 Penalty: 4748.985352
	Iteration 10F: 3 clusters Score -1701914 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1702544.125000 Penalty: 4748.985352
	Iteration 11F: 3 clusters Score -1702544 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1703102.500000 Penalty: 4748.985352
	Iteration 12Q: 3 clusters Score -1703102 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1703473.625000 Penalty: 4748.985352
	Iteration 13Q: 3 clusters Score -1703474 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1703695.000000 Penalty: 4748.985352
	Iteration 14Q: 3 clusters Score -1703695 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1703846.250000 Penalty: 4748.985352
	Iteration 15Q: 3 clusters Score -1703846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1703927.500000 Penalty: 4748.985352
	Iteration 16Q: 3 clusters Score -1703928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1703994.625000 Penalty: 4748.985352
	Iteration 17Q: 3 clusters Score -1703995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1704042.750000 Penalty: 4748.985352
	Iteration 18Q: 3 clusters Score -1704043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1704077.875000 Penalty: 4748.985352
	Iteration 19Q: 3 clusters Score -1704078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1704107.250000 Penalty: 4748.985352
	Iteration 20F: 3 clusters Score -1704107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1704119.125000 Penalty: 4748.985352
	Iteration 21Q: 3 clusters Score -1704119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1704128.500000 Penalty: 4748.985352
	Iteration 22Q: 3 clusters Score -1704128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1704137.250000 Penalty: 4748.985352
	Iteration 23Q: 3 clusters Score -1704137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1704141.500000 Penalty: 4748.985352
	Iteration 24Q: 3 clusters Score -1704142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1704149.000000 Penalty: 4748.985352
	Iteration 25Q: 3 clusters Score -1704149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1704151.375000 Penalty: 4748.985352
	Iteration 26Q: 3 clusters Score -1704151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1704158.875000 Penalty: 4748.985352
	Iteration 27Q: 3 clusters Score -1704159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1704162.375000 Penalty: 4748.985352
	Iteration 28Q: 3 clusters Score -1704162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1704164.000000 Penalty: 4748.985352
	Iteration 29Q: 3 clusters Score -1704164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1704167.125000 Penalty: 4748.985352
	Iteration 30Q: 3 clusters Score -1704167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1704176.250000 Penalty: 4748.985352
	Iteration 31Q: 3 clusters Score -1704176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1704178.125000 Penalty: 4748.985352
	Iteration 32Q: 3 clusters Score -1704178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1704182.375000 Penalty: 4748.985352
	Iteration 33Q: 3 clusters Score -1704182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1704185.750000 Penalty: 4748.985352
	Iteration 34Q: 3 clusters Score -1704186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1704189.375000 Penalty: 4748.985352
	Iteration 35Q: 3 clusters Score -1704189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1704191.750000 Penalty: 4748.985352
	Iteration 36Q: 3 clusters Score -1704192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1704199.000000 Penalty: 4748.985352
	Iteration 37Q: 3 clusters Score -1704199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1704206.125000 Penalty: 4748.985352
	Iteration 38Q: 3 clusters Score -1704206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1704208.625000 Penalty: 4748.985352
	Iteration 39Q: 3 clusters Score -1704209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1704208.125000 Penalty: 4748.985352
	Iteration 40F: 3 clusters Score -1704208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Entering Unmasked Estep 
Score: -1010627.875000 Penalty: 2262.783936
	Iteration 0F: 2 clusters Score -1010628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1003616.437500 Penalty: 4525.567871
	Iteration 0F: 3 clusters Score -1003616 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1005943.062500 Penalty: 4525.567871
	Iteration 1F: 3 clusters Score -1005943 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1006456.187500 Penalty: 4525.567871
	Iteration 2F: 3 clusters Score -1006456 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1006868.062500 Penalty: 4525.567871
	Iteration 3F: 3 clusters Score -1006868 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1007217.125000 Penalty: 4525.567871
	Iteration 4F: 3 clusters Score -1007217 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1007555.500000 Penalty: 4525.567871
	Iteration 5F: 3 clusters Score -1007556 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1007906.000000 Penalty: 4525.567871
	Iteration 6F: 3 clusters Score -1007906 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1008251.250000 Penalty: 4525.567871
	Iteration 7Q: 3 clusters Score -1008251 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1008527.062500 Penalty: 4525.567871
	Iteration 8Q: 3 clusters Score -1008527 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1008743.125000 Penalty: 4525.567871
	Iteration 9Q: 3 clusters Score -1008743 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1008919.312500 Penalty: 4525.567871
	Iteration 10Q: 3 clusters Score -1008919 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1009068.375000 Penalty: 4525.567871
	Iteration 11Q: 3 clusters Score -1009068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1009158.625000 Penalty: 4525.567871
	Iteration 12Q: 3 clusters Score -1009159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1009239.250000 Penalty: 4525.567871
	Iteration 13Q: 3 clusters Score -1009239 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1009287.125000 Penalty: 4525.567871
	Iteration 14Q: 3 clusters Score -1009287 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1009330.000000 Penalty: 4525.567871
	Iteration 15Q: 3 clusters Score -1009330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1009355.125000 Penalty: 4525.567871
	Iteration 16Q: 3 clusters Score -1009355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1009396.062500 Penalty: 4525.567871
	Iteration 17Q: 3 clusters Score -1009396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1009430.937500 Penalty: 4525.567871
	Iteration 18Q: 3 clusters Score -1009431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1009466.812500 Penalty: 4525.567871
	Iteration 19Q: 3 clusters Score -1009467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1009538.125000 Penalty: 4525.567871
	Iteration 20F: 3 clusters Score -1009538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1009603.750000 Penalty: 4525.567871
	Iteration 21Q: 3 clusters Score -1009604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1009671.812500 Penalty: 4525.567871
	Iteration 22Q: 3 clusters Score -1009672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1009739.562500 Penalty: 4525.567871
	Iteration 23Q: 3 clusters Score -1009740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1009813.250000 Penalty: 4525.567871
	Iteration 24Q: 3 clusters Score -1009813 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1009916.062500 Penalty: 4525.567871
	Iteration 25Q: 3 clusters Score -1009916 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1010005.000000 Penalty: 4525.567871
	Iteration 26Q: 3 clusters Score -1010005 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1010075.250000 Penalty: 4525.567871
	Iteration 27Q: 3 clusters Score -1010075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1010133.312500 Penalty: 4525.567871
	Iteration 28Q: 3 clusters Score -1010133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1010167.125000 Penalty: 4525.567871
	Iteration 29Q: 3 clusters Score -1010167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1010193.375000 Penalty: 4525.567871
	Iteration 30Q: 3 clusters Score -1010193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1010205.500000 Penalty: 4525.567871
	Iteration 31Q: 3 clusters Score -1010206 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1010221.937500 Penalty: 4525.567871
	Iteration 32Q: 3 clusters Score -1010222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1010236.187500 Penalty: 4525.567871
	Iteration 33Q: 3 clusters Score -1010236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1010242.187500 Penalty: 4525.567871
	Iteration 34Q: 3 clusters Score -1010242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1010251.125000 Penalty: 4525.567871
	Iteration 35Q: 3 clusters Score -1010251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1010260.500000 Penalty: 4525.567871
	Iteration 36Q: 3 clusters Score -1010260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1010268.062500 Penalty: 4525.567871
	Iteration 37Q: 3 clusters Score -1010268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1010275.437500 Penalty: 4525.567871
	Iteration 38Q: 3 clusters Score -1010275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1010284.937500 Penalty: 4525.567871
	Iteration 39Q: 3 clusters Score -1010285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1010288.687500 Penalty: 4525.567871
	Iteration 40F: 3 clusters Score -1010289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1010293.062500 Penalty: 4525.567871
	Iteration 41Q: 3 clusters Score -1010293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1010299.937500 Penalty: 4525.567871
	Iteration 42Q: 3 clusters Score -1010300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1010304.312500 Penalty: 4525.567871
	Iteration 43Q: 3 clusters Score -1010304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1010308.125000 Penalty: 4525.567871
	Iteration 44Q: 3 clusters Score -1010308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1010312.562500 Penalty: 4525.567871
	Iteration 45Q: 3 clusters Score -1010313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1010313.687500 Penalty: 4525.567871
	Iteration 46Q: 3 clusters Score -1010314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1010317.375000 Penalty: 4525.567871
	Iteration 47Q: 3 clusters Score -1010317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1010318.812500 Penalty: 4525.567871
	Iteration 48Q: 3 clusters Score -1010319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1010319.250000 Penalty: 4525.567871
	Iteration 49Q: 3 clusters Score -1010319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1010320.812500 Penalty: 4525.567871
	Iteration 50Q: 3 clusters Score -1010321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1010319.875000 Penalty: 4525.567871
	Iteration 51Q: 3 clusters Score -1010320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1010319.875000 Penalty: 4525.567871
	Iteration 52F: 3 clusters Score -1010320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Entering Unmasked Estep 
Score: -862579.937500 Penalty: 2224.887695
	Iteration 0F: 2 clusters Score -862579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -856307.937500 Penalty: 4449.775391
	Iteration 0F: 3 clusters Score -856307.9 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -858101.125000 Penalty: 4449.775391
	Iteration 1F: 3 clusters Score -858101.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -858431.250000 Penalty: 4449.775391
	Iteration 2F: 3 clusters Score -858431.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -858702.187500 Penalty: 4449.775391
	Iteration 3F: 3 clusters Score -858702.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -858929.375000 Penalty: 4449.775391
	Iteration 4F: 3 clusters Score -858929.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -859117.187500 Penalty: 4449.775391
	Iteration 5Q: 3 clusters Score -859117.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -859296.875000 Penalty: 4449.775391
	Iteration 6Q: 3 clusters Score -859296.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -859455.250000 Penalty: 4449.775391
	Iteration 7Q: 3 clusters Score -859455.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -859615.812500 Penalty: 4449.775391
	Iteration 8Q: 3 clusters Score -859615.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -859783.937500 Penalty: 4449.775391
	Iteration 9Q: 3 clusters Score -859783.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -859979.625000 Penalty: 4449.775391
	Iteration 10Q: 3 clusters Score -859979.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -860167.812500 Penalty: 4449.775391
	Iteration 11Q: 3 clusters Score -860167.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -860346.312500 Penalty: 4449.775391
	Iteration 12Q: 3 clusters Score -860346.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -860475.062500 Penalty: 4449.775391
	Iteration 13Q: 3 clusters Score -860475.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -860598.437500 Penalty: 4449.775391
	Iteration 14Q: 3 clusters Score -860598.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -860739.687500 Penalty: 4449.775391
	Iteration 15Q: 3 clusters Score -860739.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -860915.000000 Penalty: 4449.775391
	Iteration 16Q: 3 clusters Score -860915 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -861099.375000 Penalty: 4449.775391
	Iteration 17Q: 3 clusters Score -861099.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -861248.000000 Penalty: 4449.775391
	Iteration 18Q: 3 clusters Score -861248 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -861370.687500 Penalty: 4449.775391
	Iteration 19Q: 3 clusters Score -861370.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -861496.437500 Penalty: 4449.775391
	Iteration 20F: 3 clusters Score -861496.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -861598.312500 Penalty: 4449.775391
	Iteration 21Q: 3 clusters Score -861598.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -861666.750000 Penalty: 4449.775391
	Iteration 22Q: 3 clusters Score -861666.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -861712.062500 Penalty: 4449.775391
	Iteration 23Q: 3 clusters Score -861712.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -861744.562500 Penalty: 4449.775391
	Iteration 24Q: 3 clusters Score -861744.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -861760.812500 Penalty: 4449.775391
	Iteration 25Q: 3 clusters Score -861760.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -861774.125000 Penalty: 4449.775391
	Iteration 26Q: 3 clusters Score -861774.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -861780.437500 Penalty: 4449.775391
	Iteration 27Q: 3 clusters Score -861780.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -861786.875000 Penalty: 4449.775391
	Iteration 28Q: 3 clusters Score -861786.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -861797.937500 Penalty: 4449.775391
	Iteration 29Q: 3 clusters Score -861797.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -861809.000000 Penalty: 4449.775391
	Iteration 30Q: 3 clusters Score -861809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -861816.312500 Penalty: 4449.775391
	Iteration 31Q: 3 clusters Score -861816.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -861819.687500 Penalty: 4449.775391
	Iteration 32Q: 3 clusters Score -861819.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -861826.375000 Penalty: 4449.775391
	Iteration 33Q: 3 clusters Score -861826.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -861831.625000 Penalty: 4449.775391
	Iteration 34Q: 3 clusters Score -861831.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -861835.000000 Penalty: 4449.775391
	Iteration 35Q: 3 clusters Score -861835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -861847.062500 Penalty: 4449.775391
	Iteration 36Q: 3 clusters Score -861847.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -861851.687500 Penalty: 4449.775391
	Iteration 37Q: 3 clusters Score -861851.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -861856.750000 Penalty: 4449.775391
	Iteration 38Q: 3 clusters Score -861856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -861865.437500 Penalty: 4449.775391
	Iteration 39Q: 3 clusters Score -861865.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -861869.375000 Penalty: 4449.775391
	Iteration 40F: 3 clusters Score -861869.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -861879.437500 Penalty: 4449.775391
	Iteration 41Q: 3 clusters Score -861879.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -861884.625000 Penalty: 4449.775391
	Iteration 42Q: 3 clusters Score -861884.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -861888.062500 Penalty: 4449.775391
	Iteration 43Q: 3 clusters Score -861888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -861893.062500 Penalty: 4449.775391
	Iteration 44Q: 3 clusters Score -861893.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -861897.937500 Penalty: 4449.775391
	Iteration 45Q: 3 clusters Score -861897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -861900.687500 Penalty: 4449.775391
	Iteration 46Q: 3 clusters Score -861900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -861900.875000 Penalty: 4449.775391
	Iteration 47Q: 3 clusters Score -861900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -861901.437500 Penalty: 4449.775391
	Iteration 48Q: 3 clusters Score -861901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -861900.875000 Penalty: 4449.775391
	Iteration 49Q: 3 clusters Score -861900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -861901.750000 Penalty: 4449.775391
	Iteration 50Q: 3 clusters Score -861901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -861902.750000 Penalty: 4449.775391
	Iteration 51Q: 3 clusters Score -861902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -861904.250000 Penalty: 4449.775391
	Iteration 52Q: 3 clusters Score -861904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -861903.187500 Penalty: 4449.775391
	Iteration 53Q: 3 clusters Score -861903.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -861903.812500 Penalty: 4449.775391
	Iteration 54Q: 3 clusters Score -861903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -861903.812500 Penalty: 4449.775391
	Iteration 55F: 3 clusters Score -861903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Entering Unmasked Estep 
Score: -19536998.000000 Penalty: 2985.289795
	Iteration 0F: 2 clusters Score -1.9537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84400 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -19424158.000000 Penalty: 5970.579590
	Iteration 0F: 3 clusters Score -1.942416e+07 nChanged 81064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85192 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -19472576.000000 Penalty: 5970.579590
	Iteration 1F: 3 clusters Score -1.947258e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85993 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -19474398.000000 Penalty: 5970.579590
	Iteration 2Q: 3 clusters Score -1.94744e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -19476940.000000 Penalty: 5970.579590
	Iteration 3Q: 3 clusters Score -1.947694e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 79418 members 
Entering Unmasked Estep 
Score: -19480378.000000 Penalty: 5970.579590
	Iteration 4Q: 3 clusters Score -1.948038e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 76506 members 
Entering Unmasked Estep 
Score: -19485180.000000 Penalty: 5970.579590
	Iteration 5F: 3 clusters Score -1.948518e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -19490310.000000 Penalty: 5970.579590
	Iteration 6F: 3 clusters Score -1.949031e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100642 members 
Mstep: Class 2 contains 68325 members 
Entering Unmasked Estep 
Score: -19495094.000000 Penalty: 5970.579590
	Iteration 7F: 3 clusters Score -1.949509e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 63492 members 
Entering Unmasked Estep 
Score: -19499386.000000 Penalty: 5970.579590
	Iteration 8F: 3 clusters Score -1.949939e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -19503658.000000 Penalty: 5970.579590
	Iteration 9Q: 3 clusters Score -1.950366e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116280 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -19508074.000000 Penalty: 5970.579590
	Iteration 10Q: 3 clusters Score -1.950807e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121662 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -19512412.000000 Penalty: 5970.579590
	Iteration 11Q: 3 clusters Score -1.951241e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126572 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -19516292.000000 Penalty: 5970.579590
	Iteration 12Q: 3 clusters Score -1.951629e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130671 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -19519134.000000 Penalty: 5970.579590
	Iteration 13Q: 3 clusters Score -1.951913e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134193 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -19521200.000000 Penalty: 5970.579590
	Iteration 14Q: 3 clusters Score -1.95212e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137346 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -19522882.000000 Penalty: 5970.579590
	Iteration 15Q: 3 clusters Score -1.952288e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140314 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -19524280.000000 Penalty: 5970.579590
	Iteration 16Q: 3 clusters Score -1.952428e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -19525334.000000 Penalty: 5970.579590
	Iteration 17Q: 3 clusters Score -1.952533e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145584 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -19526524.000000 Penalty: 5970.579590
	Iteration 18Q: 3 clusters Score -1.952652e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147959 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -19527504.000000 Penalty: 5970.579590
	Iteration 19Q: 3 clusters Score -1.95275e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -19528418.000000 Penalty: 5970.579590
	Iteration 20F: 3 clusters Score -1.952842e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152191 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -19529134.000000 Penalty: 5970.579590
	Iteration 21Q: 3 clusters Score -1.952913e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154080 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -19529886.000000 Penalty: 5970.579590
	Iteration 22Q: 3 clusters Score -1.952989e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155798 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -19530608.000000 Penalty: 5970.579590
	Iteration 23Q: 3 clusters Score -1.953061e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157424 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -19531232.000000 Penalty: 5970.579590
	Iteration 24Q: 3 clusters Score -1.953123e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158920 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -19531922.000000 Penalty: 5970.579590
	Iteration 25Q: 3 clusters Score -1.953192e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160270 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -19532502.000000 Penalty: 5970.579590
	Iteration 26Q: 3 clusters Score -1.95325e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -19532986.000000 Penalty: 5970.579590
	Iteration 27Q: 3 clusters Score -1.953299e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -19533356.000000 Penalty: 5970.579590
	Iteration 28Q: 3 clusters Score -1.953336e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -19533556.000000 Penalty: 5970.579590
	Iteration 29Q: 3 clusters Score -1.953356e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163791 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -19533774.000000 Penalty: 5970.579590
	Iteration 30Q: 3 clusters Score -1.953377e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -19533956.000000 Penalty: 5970.579590
	Iteration 31Q: 3 clusters Score -1.953396e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164706 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -19534040.000000 Penalty: 5970.579590
	Iteration 32Q: 3 clusters Score -1.953404e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -19534174.000000 Penalty: 5970.579590
	Iteration 33Q: 3 clusters Score -1.953417e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165396 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -19534320.000000 Penalty: 5970.579590
	Iteration 34Q: 3 clusters Score -1.953432e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -19534456.000000 Penalty: 5970.579590
	Iteration 35Q: 3 clusters Score -1.953446e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -19534538.000000 Penalty: 5970.579590
	Iteration 36Q: 3 clusters Score -1.953454e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -19534598.000000 Penalty: 5970.579590
	Iteration 37Q: 3 clusters Score -1.95346e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166281 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19534616.000000 Penalty: 5970.579590
	Iteration 38Q: 3 clusters Score -1.953462e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166409 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -19534642.000000 Penalty: 5970.579590
	Iteration 39Q: 3 clusters Score -1.953464e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166509 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19534682.000000 Penalty: 5970.579590
	Iteration 40F: 3 clusters Score -1.953468e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -19534724.000000 Penalty: 5970.579590
	Iteration 41Q: 3 clusters Score -1.953472e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166676 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -19534722.000000 Penalty: 5970.579590
	Iteration 42Q: 3 clusters Score -1.953472e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166740 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -19534748.000000 Penalty: 5970.579590
	Iteration 43Q: 3 clusters Score -1.953475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19534750.000000 Penalty: 5970.579590
	Iteration 44Q: 3 clusters Score -1.953475e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166842 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -19534752.000000 Penalty: 5970.579590
	Iteration 45Q: 3 clusters Score -1.953475e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -19534764.000000 Penalty: 5970.579590
	Iteration 46Q: 3 clusters Score -1.953476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19534774.000000 Penalty: 5970.579590
	Iteration 47Q: 3 clusters Score -1.953477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19534760.000000 Penalty: 5970.579590
	Iteration 48Q: 3 clusters Score -1.953476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166940 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -19534760.000000 Penalty: 5970.579590
	Iteration 49Q: 3 clusters Score -1.953476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19534758.000000 Penalty: 5970.579590
	Iteration 50Q: 3 clusters Score -1.953476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166955 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -19534758.000000 Penalty: 5970.579590
	Iteration 51Q: 3 clusters Score -1.953476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166962 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -19534766.000000 Penalty: 5970.579590
	Iteration 52Q: 3 clusters Score -1.953477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -19534764.000000 Penalty: 5970.579590
	Iteration 53Q: 3 clusters Score -1.953476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166971 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -19534764.000000 Penalty: 5970.579590
	Iteration 54Q: 3 clusters Score -1.953476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19534766.000000 Penalty: 5970.579590
	Iteration 55Q: 3 clusters Score -1.953477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166977 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19534764.000000 Penalty: 5970.579590
	Iteration 56Q: 3 clusters Score -1.953476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166978 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19534756.000000 Penalty: 5970.579590
	Iteration 57Q: 3 clusters Score -1.953476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -19534764.000000 Penalty: 5970.579590
	Iteration 58Q: 3 clusters Score -1.953476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -19534764.000000 Penalty: 5970.579590
	Iteration 59F: 3 clusters Score -1.953476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Entering Unmasked Estep 
Score: -1514422.375000 Penalty: 2363.249023
	Iteration 0F: 2 clusters Score -1514422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1504358.750000 Penalty: 4726.498047
	Iteration 0F: 3 clusters Score -1504359 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1507713.000000 Penalty: 4726.498047
	Iteration 1F: 3 clusters Score -1507713 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1508192.750000 Penalty: 4726.498047
	Iteration 2F: 3 clusters Score -1508193 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1508608.250000 Penalty: 4726.498047
	Iteration 3F: 3 clusters Score -1508608 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1508995.375000 Penalty: 4726.498047
	Iteration 4F: 3 clusters Score -1508995 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1509347.375000 Penalty: 4726.498047
	Iteration 5F: 3 clusters Score -1509347 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1509708.250000 Penalty: 4726.498047
	Iteration 6Q: 3 clusters Score -1509708 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1510064.750000 Penalty: 4726.498047
	Iteration 7Q: 3 clusters Score -1510065 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1510423.750000 Penalty: 4726.498047
	Iteration 8Q: 3 clusters Score -1510424 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1510779.250000 Penalty: 4726.498047
	Iteration 9Q: 3 clusters Score -1510779 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1511097.875000 Penalty: 4726.498047
	Iteration 10Q: 3 clusters Score -1511098 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1511388.375000 Penalty: 4726.498047
	Iteration 11Q: 3 clusters Score -1511388 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1511658.375000 Penalty: 4726.498047
	Iteration 12Q: 3 clusters Score -1511658 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1511911.125000 Penalty: 4726.498047
	Iteration 13Q: 3 clusters Score -1511911 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1512133.875000 Penalty: 4726.498047
	Iteration 14Q: 3 clusters Score -1512134 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1512302.500000 Penalty: 4726.498047
	Iteration 15Q: 3 clusters Score -1512302 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1512449.750000 Penalty: 4726.498047
	Iteration 16Q: 3 clusters Score -1512450 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1512570.375000 Penalty: 4726.498047
	Iteration 17Q: 3 clusters Score -1512570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1512671.750000 Penalty: 4726.498047
	Iteration 18Q: 3 clusters Score -1512672 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1512741.375000 Penalty: 4726.498047
	Iteration 19Q: 3 clusters Score -1512741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1512808.375000 Penalty: 4726.498047
	Iteration 20F: 3 clusters Score -1512808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1512863.500000 Penalty: 4726.498047
	Iteration 21Q: 3 clusters Score -1512864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1512905.750000 Penalty: 4726.498047
	Iteration 22Q: 3 clusters Score -1512906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1512941.125000 Penalty: 4726.498047
	Iteration 23Q: 3 clusters Score -1512941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1512965.875000 Penalty: 4726.498047
	Iteration 24Q: 3 clusters Score -1512966 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1512978.000000 Penalty: 4726.498047
	Iteration 25Q: 3 clusters Score -1512978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1512988.750000 Penalty: 4726.498047
	Iteration 26Q: 3 clusters Score -1512989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1512991.500000 Penalty: 4726.498047
	Iteration 27Q: 3 clusters Score -1512992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1513006.500000 Penalty: 4726.498047
	Iteration 28Q: 3 clusters Score -1513006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1513012.250000 Penalty: 4726.498047
	Iteration 29Q: 3 clusters Score -1513012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1513015.750000 Penalty: 4726.498047
	Iteration 30Q: 3 clusters Score -1513016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1513020.625000 Penalty: 4726.498047
	Iteration 31Q: 3 clusters Score -1513021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1513027.250000 Penalty: 4726.498047
	Iteration 32Q: 3 clusters Score -1513027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1513031.750000 Penalty: 4726.498047
	Iteration 33Q: 3 clusters Score -1513032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1513034.000000 Penalty: 4726.498047
	Iteration 34Q: 3 clusters Score -1513034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1513036.375000 Penalty: 4726.498047
	Iteration 35Q: 3 clusters Score -1513036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1513037.625000 Penalty: 4726.498047
	Iteration 36Q: 3 clusters Score -1513038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1513040.250000 Penalty: 4726.498047
	Iteration 37Q: 3 clusters Score -1513040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1513040.000000 Penalty: 4726.498047
	Iteration 38Q: 3 clusters Score -1513040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1513038.625000 Penalty: 4726.498047
	Iteration 39Q: 3 clusters Score -1513039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1513042.000000 Penalty: 4726.498047
	Iteration 40F: 3 clusters Score -1513042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1513042.500000 Penalty: 4726.498047
	Iteration 41Q: 3 clusters Score -1513042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1513042.125000 Penalty: 4726.498047
	Iteration 42Q: 3 clusters Score -1513042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1513044.625000 Penalty: 4726.498047
	Iteration 43Q: 3 clusters Score -1513045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1513046.125000 Penalty: 4726.498047
	Iteration 44Q: 3 clusters Score -1513046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1513048.875000 Penalty: 4726.498047
	Iteration 45Q: 3 clusters Score -1513049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1513048.500000 Penalty: 4726.498047
	Iteration 46Q: 3 clusters Score -1513048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1513048.625000 Penalty: 4726.498047
	Iteration 47Q: 3 clusters Score -1513049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1513047.750000 Penalty: 4726.498047
	Iteration 48Q: 3 clusters Score -1513048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1513047.500000 Penalty: 4726.498047
	Iteration 49Q: 3 clusters Score -1513048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1513049.250000 Penalty: 4726.498047
	Iteration 50Q: 3 clusters Score -1513049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1513052.125000 Penalty: 4726.498047
	Iteration 51Q: 3 clusters Score -1513052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1513049.875000 Penalty: 4726.498047
	Iteration 52Q: 3 clusters Score -1513050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1513054.625000 Penalty: 4726.498047
	Iteration 53Q: 3 clusters Score -1513055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1513055.625000 Penalty: 4726.498047
	Iteration 54Q: 3 clusters Score -1513056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1513055.750000 Penalty: 4726.498047
	Iteration 55Q: 3 clusters Score -1513056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1513055.125000 Penalty: 4726.498047
	Iteration 56Q: 3 clusters Score -1513055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1513057.125000 Penalty: 4726.498047
	Iteration 57Q: 3 clusters Score -1513057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1513057.125000 Penalty: 4726.498047
	Iteration 58F: 3 clusters Score -1513057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Entering Unmasked Estep 
Score: -3899716.250000 Penalty: 2593.442627
	Iteration 0F: 2 clusters Score -3899716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3875849.500000 Penalty: 5186.885254
	Iteration 0F: 3 clusters Score -3875850 nChanged 15975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3884778.250000 Penalty: 5186.885254
	Iteration 1F: 3 clusters Score -3884778 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3885851.750000 Penalty: 5186.885254
	Iteration 2F: 3 clusters Score -3885852 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3887308.750000 Penalty: 5186.885254
	Iteration 3F: 3 clusters Score -3887309 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3889095.750000 Penalty: 5186.885254
	Iteration 4F: 3 clusters Score -3889096 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -3890825.000000 Penalty: 5186.885254
	Iteration 5F: 3 clusters Score -3890825 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3892173.750000 Penalty: 5186.885254
	Iteration 6F: 3 clusters Score -3892174 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -3893130.750000 Penalty: 5186.885254
	Iteration 7F: 3 clusters Score -3893131 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3893744.750000 Penalty: 5186.885254
	Iteration 8Q: 3 clusters Score -3893745 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3894083.250000 Penalty: 5186.885254
	Iteration 9Q: 3 clusters Score -3894083 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3894292.250000 Penalty: 5186.885254
	Iteration 10Q: 3 clusters Score -3894292 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -3894428.250000 Penalty: 5186.885254
	Iteration 11Q: 3 clusters Score -3894428 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3894504.250000 Penalty: 5186.885254
	Iteration 12Q: 3 clusters Score -3894504 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3894576.250000 Penalty: 5186.885254
	Iteration 13Q: 3 clusters Score -3894576 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3894661.250000 Penalty: 5186.885254
	Iteration 14Q: 3 clusters Score -3894661 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3894736.500000 Penalty: 5186.885254
	Iteration 15Q: 3 clusters Score -3894736 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3894835.000000 Penalty: 5186.885254
	Iteration 16Q: 3 clusters Score -3894835 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3894922.750000 Penalty: 5186.885254
	Iteration 17Q: 3 clusters Score -3894923 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3895071.500000 Penalty: 5186.885254
	Iteration 18Q: 3 clusters Score -3895072 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3895217.000000 Penalty: 5186.885254
	Iteration 19Q: 3 clusters Score -3895217 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3895383.000000 Penalty: 5186.885254
	Iteration 20F: 3 clusters Score -3895383 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3895513.000000 Penalty: 5186.885254
	Iteration 21Q: 3 clusters Score -3895513 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3895619.500000 Penalty: 5186.885254
	Iteration 22Q: 3 clusters Score -3895620 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3895719.750000 Penalty: 5186.885254
	Iteration 23Q: 3 clusters Score -3895720 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3895820.000000 Penalty: 5186.885254
	Iteration 24Q: 3 clusters Score -3895820 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -3895911.500000 Penalty: 5186.885254
	Iteration 25Q: 3 clusters Score -3895912 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3895997.750000 Penalty: 5186.885254
	Iteration 26Q: 3 clusters Score -3895998 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3896041.750000 Penalty: 5186.885254
	Iteration 27Q: 3 clusters Score -3896042 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3896142.000000 Penalty: 5186.885254
	Iteration 28Q: 3 clusters Score -3896142 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -3896201.250000 Penalty: 5186.885254
	Iteration 29Q: 3 clusters Score -3896201 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3896262.000000 Penalty: 5186.885254
	Iteration 30Q: 3 clusters Score -3896262 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3896313.000000 Penalty: 5186.885254
	Iteration 31Q: 3 clusters Score -3896313 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3896367.000000 Penalty: 5186.885254
	Iteration 32Q: 3 clusters Score -3896367 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3896411.250000 Penalty: 5186.885254
	Iteration 33Q: 3 clusters Score -3896411 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3896433.750000 Penalty: 5186.885254
	Iteration 34Q: 3 clusters Score -3896434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3896477.500000 Penalty: 5186.885254
	Iteration 35Q: 3 clusters Score -3896478 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3896486.250000 Penalty: 5186.885254
	Iteration 36Q: 3 clusters Score -3896486 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3896519.000000 Penalty: 5186.885254
	Iteration 37Q: 3 clusters Score -3896519 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3896530.750000 Penalty: 5186.885254
	Iteration 38Q: 3 clusters Score -3896531 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3896539.500000 Penalty: 5186.885254
	Iteration 39Q: 3 clusters Score -3896540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3896571.750000 Penalty: 5186.885254
	Iteration 40F: 3 clusters Score -3896572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3896579.500000 Penalty: 5186.885254
	Iteration 41Q: 3 clusters Score -3896580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3896575.750000 Penalty: 5186.885254
	Iteration 42Q: 3 clusters Score -3896576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3896588.250000 Penalty: 5186.885254
	Iteration 43Q: 3 clusters Score -3896588 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3896593.750000 Penalty: 5186.885254
	Iteration 44Q: 3 clusters Score -3896594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3896619.250000 Penalty: 5186.885254
	Iteration 45Q: 3 clusters Score -3896619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3896618.250000 Penalty: 5186.885254
	Iteration 46Q: 3 clusters Score -3896618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3896618.000000 Penalty: 5186.885254
	Iteration 47Q: 3 clusters Score -3896618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3896627.750000 Penalty: 5186.885254
	Iteration 48Q: 3 clusters Score -3896628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -3896625.250000 Penalty: 5186.885254
	Iteration 49Q: 3 clusters Score -3896625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3896631.000000 Penalty: 5186.885254
	Iteration 50Q: 3 clusters Score -3896631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3896628.250000 Penalty: 5186.885254
	Iteration 51Q: 3 clusters Score -3896628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3896635.750000 Penalty: 5186.885254
	Iteration 52Q: 3 clusters Score -3896636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3896640.500000 Penalty: 5186.885254
	Iteration 53Q: 3 clusters Score -3896640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3896641.250000 Penalty: 5186.885254
	Iteration 54Q: 3 clusters Score -3896641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3896637.250000 Penalty: 5186.885254
	Iteration 55Q: 3 clusters Score -3896637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3896645.250000 Penalty: 5186.885254
	Iteration 56Q: 3 clusters Score -3896645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3896648.250000 Penalty: 5186.885254
	Iteration 57Q: 3 clusters Score -3896648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3896657.750000 Penalty: 5186.885254
	Iteration 58Q: 3 clusters Score -3896658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3896664.750000 Penalty: 5186.885254
	Iteration 59Q: 3 clusters Score -3896665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3896663.500000 Penalty: 5186.885254
	Iteration 60F: 3 clusters Score -3896664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3896664.500000 Penalty: 5186.885254
	Iteration 61Q: 3 clusters Score -3896664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3896663.000000 Penalty: 5186.885254
	Iteration 62Q: 3 clusters Score -3896663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3896666.250000 Penalty: 5186.885254
	Iteration 63Q: 3 clusters Score -3896666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3896661.500000 Penalty: 5186.885254
	Iteration 64Q: 3 clusters Score -3896662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3896666.500000 Penalty: 5186.885254
	Iteration 65Q: 3 clusters Score -3896666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -3896661.000000 Penalty: 5186.885254
	Iteration 66Q: 3 clusters Score -3896661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3896660.750000 Penalty: 5186.885254
	Iteration 67Q: 3 clusters Score -3896661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3896660.000000 Penalty: 5186.885254
	Iteration 68Q: 3 clusters Score -3896660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3896656.250000 Penalty: 5186.885254
	Iteration 69Q: 3 clusters Score -3896656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3896654.250000 Penalty: 5186.885254
	Iteration 70Q: 3 clusters Score -3896654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3896655.750000 Penalty: 5186.885254
	Iteration 71Q: 3 clusters Score -3896656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3896656.250000 Penalty: 5186.885254
	Iteration 72Q: 3 clusters Score -3896656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3896656.000000 Penalty: 5186.885254
	Iteration 73Q: 3 clusters Score -3896656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3896656.000000 Penalty: 5186.885254
	Iteration 74Q: 3 clusters Score -3896656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3896657.750000 Penalty: 5186.885254
	Iteration 75Q: 3 clusters Score -3896658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3896659.250000 Penalty: 5186.885254
	Iteration 76Q: 3 clusters Score -3896659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3896656.750000 Penalty: 5186.885254
	Iteration 77Q: 3 clusters Score -3896657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3896654.750000 Penalty: 5186.885254
	Iteration 78Q: 3 clusters Score -3896655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3896654.750000 Penalty: 5186.885254
	Iteration 79F: 3 clusters Score -3896655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Entering Unmasked Estep 
Score: -352273.500000 Penalty: 2011.087891
	Iteration 0F: 2 clusters Score -352273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -348810.687500 Penalty: 4022.175781
	Iteration 0F: 3 clusters Score -348810.7 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -349706.687500 Penalty: 4022.175781
	Iteration 1F: 3 clusters Score -349706.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -350001.625000 Penalty: 4022.175781
	Iteration 2F: 3 clusters Score -350001.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -350189.125000 Penalty: 4022.175781
	Iteration 3F: 3 clusters Score -350189.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -350311.812500 Penalty: 4022.175781
	Iteration 4F: 3 clusters Score -350311.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -350422.281250 Penalty: 4022.175781
	Iteration 5Q: 3 clusters Score -350422.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -350550.906250 Penalty: 4022.175781
	Iteration 6Q: 3 clusters Score -350550.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -350687.500000 Penalty: 4022.175781
	Iteration 7Q: 3 clusters Score -350687.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -350884.125000 Penalty: 4022.175781
	Iteration 8Q: 3 clusters Score -350884.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -351072.343750 Penalty: 4022.175781
	Iteration 9Q: 3 clusters Score -351072.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -351261.218750 Penalty: 4022.175781
	Iteration 10Q: 3 clusters Score -351261.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -351512.531250 Penalty: 4022.175781
	Iteration 11Q: 3 clusters Score -351512.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -351723.875000 Penalty: 4022.175781
	Iteration 12Q: 3 clusters Score -351723.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -352012.187500 Penalty: 4022.175781
	Iteration 13Q: 3 clusters Score -352012.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -352183.812500 Penalty: 4022.175781
	Iteration 14Q: 3 clusters Score -352183.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -352252.656250 Penalty: 4022.175781
	Iteration 15Q: 3 clusters Score -352252.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -352288.875000 Penalty: 4022.175781
	Iteration 16Q: 3 clusters Score -352288.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -352316.093750 Penalty: 4022.175781
	Iteration 17Q: 3 clusters Score -352316.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -352336.656250 Penalty: 4022.175781
	Iteration 18Q: 3 clusters Score -352336.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -352342.718750 Penalty: 4022.175781
	Iteration 19Q: 3 clusters Score -352342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -352349.156250 Penalty: 4022.175781
	Iteration 20F: 3 clusters Score -352349.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -352353.156250 Penalty: 4022.175781
	Iteration 21Q: 3 clusters Score -352353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -352354.500000 Penalty: 4022.175781
	Iteration 22Q: 3 clusters Score -352354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -352356.937500 Penalty: 4022.175781
	Iteration 23Q: 3 clusters Score -352356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -352356.625000 Penalty: 4022.175781
	Iteration 24Q: 3 clusters Score -352356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -352356.625000 Penalty: 4022.175781
	Iteration 25F: 3 clusters Score -352356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 60652 members 
Mstep: Class 3 contains 11736 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 31703 members 
Mstep: Class 9 contains 20025 members 
Mstep: Class 10 contains 56746 members 
Mstep: Class 11 contains 108022 members 
Mstep: Class 12 contains 244092 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122391 members 
Mstep: Class 18 contains 24780 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 168967 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 34802 members 
Mstep: Class 25 contains 2519 members 
Mstep: Class 26 contains 263551 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 47578 members 
Mstep: Class 30 contains 224398 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 46434 members 
Mstep: Class 33 contains 16653 members 
Mstep: Class 34 contains 6758 members 
Mstep: Class 35 contains 74636 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12441 members 
Mstep: Class 39 contains 806 members 
Entering Unmasked Estep 
Score: -225945008.000000 Penalty: 140391.312500
Splitting cluster 25 changes total score from -225946432.000000 to -225945008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (263551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263551 members 
Entering Unmasked Estep 
Score: -30797292.000000 Penalty: 3095.536621
	Iteration 0F: 2 clusters Score -3.079729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132181 members 
Mstep: Class 2 contains 131370 members 
Entering Unmasked Estep 
Score: -30651086.000000 Penalty: 6191.073242
	Iteration 0F: 3 clusters Score -3.065109e+07 nChanged 127349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139078 members 
Mstep: Class 2 contains 124473 members 
Entering Unmasked Estep 
Score: -30725652.000000 Penalty: 6191.073242
	Iteration 1F: 3 clusters Score -3.072565e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143869 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -30727454.000000 Penalty: 6191.073242
	Iteration 2Q: 3 clusters Score -3.072745e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 112151 members 
Entering Unmasked Estep 
Score: -30730540.000000 Penalty: 6191.073242
	Iteration 3Q: 3 clusters Score -3.073054e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -30735950.000000 Penalty: 6191.073242
	Iteration 4Q: 3 clusters Score -3.073595e+07 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -30743820.000000 Penalty: 6191.073242
	Iteration 5F: 3 clusters Score -3.074382e+07 nChanged 21994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201774 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -30755328.000000 Penalty: 6191.073242
	Iteration 6F: 3 clusters Score -3.075533e+07 nChanged 22876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224546 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -30767682.000000 Penalty: 6191.073242
	Iteration 7F: 3 clusters Score -3.076768e+07 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243037 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -30779180.000000 Penalty: 6191.073242
	Iteration 8F: 3 clusters Score -3.077918e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254331 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -30787200.000000 Penalty: 6191.073242
	Iteration 9Q: 3 clusters Score -3.07872e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259846 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -30791462.000000 Penalty: 6191.073242
	Iteration 10Q: 3 clusters Score -3.079146e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261985 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -30793358.000000 Penalty: 6191.073242
	Iteration 11Q: 3 clusters Score -3.079336e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262712 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -30794082.000000 Penalty: 6191.073242
	Iteration 12Q: 3 clusters Score -3.079408e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262952 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -30794388.000000 Penalty: 6191.073242
	Iteration 13Q: 3 clusters Score -3.079439e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263043 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30794544.000000 Penalty: 6191.073242
	Iteration 14Q: 3 clusters Score -3.079454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263089 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -30794608.000000 Penalty: 6191.073242
	Iteration 15Q: 3 clusters Score -3.079461e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263101 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -30794640.000000 Penalty: 6191.073242
	Iteration 16Q: 3 clusters Score -3.079464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263111 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30794664.000000 Penalty: 6191.073242
	Iteration 17Q: 3 clusters Score -3.079466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263111 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -30794656.000000 Penalty: 6191.073242
	Iteration 18Q: 3 clusters Score -3.079466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263113 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -30794676.000000 Penalty: 6191.073242
	Iteration 19Q: 3 clusters Score -3.079468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263119 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30794688.000000 Penalty: 6191.073242
	Iteration 20F: 3 clusters Score -3.079469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263122 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30794714.000000 Penalty: 6191.073242
	Iteration 21Q: 3 clusters Score -3.079471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263120 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30794728.000000 Penalty: 6191.073242
	Iteration 22Q: 3 clusters Score -3.079473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263122 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30794728.000000 Penalty: 6191.073242
	Iteration 23Q: 3 clusters Score -3.079473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263122 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30794730.000000 Penalty: 6191.073242
	Iteration 24Q: 3 clusters Score -3.079473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263123 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -30794744.000000 Penalty: 6191.073242
	Iteration 25Q: 3 clusters Score -3.079474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263122 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -30794724.000000 Penalty: 6191.073242
	Iteration 26Q: 3 clusters Score -3.079472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263120 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -30794748.000000 Penalty: 6191.073242
	Iteration 27Q: 3 clusters Score -3.079475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263118 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30794746.000000 Penalty: 6191.073242
	Iteration 28Q: 3 clusters Score -3.079475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263119 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30794738.000000 Penalty: 6191.073242
	Iteration 29Q: 3 clusters Score -3.079474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263118 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -30794748.000000 Penalty: 6191.073242
	Iteration 30Q: 3 clusters Score -3.079475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263117 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -30794740.000000 Penalty: 6191.073242
	Iteration 31Q: 3 clusters Score -3.079474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263117 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -30794740.000000 Penalty: 6191.073242
	Iteration 32F: 3 clusters Score -3.079474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Entering Unmasked Estep 
Score: -716673.750000 Penalty: 2176.374512
	Iteration 0F: 2 clusters Score -716673.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -711253.250000 Penalty: 4352.749023
	Iteration 0F: 3 clusters Score -711253.2 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -712613.250000 Penalty: 4352.749023
	Iteration 1F: 3 clusters Score -712613.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -712895.125000 Penalty: 4352.749023
	Iteration 2F: 3 clusters Score -712895.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -713076.437500 Penalty: 4352.749023
	Iteration 3F: 3 clusters Score -713076.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -713221.000000 Penalty: 4352.749023
	Iteration 4Q: 3 clusters Score -713221 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -713347.250000 Penalty: 4352.749023
	Iteration 5Q: 3 clusters Score -713347.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -713475.812500 Penalty: 4352.749023
	Iteration 6Q: 3 clusters Score -713475.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -713622.187500 Penalty: 4352.749023
	Iteration 7Q: 3 clusters Score -713622.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -713813.437500 Penalty: 4352.749023
	Iteration 8Q: 3 clusters Score -713813.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -714022.312500 Penalty: 4352.749023
	Iteration 9Q: 3 clusters Score -714022.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -714260.750000 Penalty: 4352.749023
	Iteration 10Q: 3 clusters Score -714260.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -714466.625000 Penalty: 4352.749023
	Iteration 11Q: 3 clusters Score -714466.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -714629.375000 Penalty: 4352.749023
	Iteration 12Q: 3 clusters Score -714629.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -714739.375000 Penalty: 4352.749023
	Iteration 13Q: 3 clusters Score -714739.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -714814.312500 Penalty: 4352.749023
	Iteration 14Q: 3 clusters Score -714814.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -714864.937500 Penalty: 4352.749023
	Iteration 15Q: 3 clusters Score -714864.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -714905.187500 Penalty: 4352.749023
	Iteration 16Q: 3 clusters Score -714905.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -714940.187500 Penalty: 4352.749023
	Iteration 17Q: 3 clusters Score -714940.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -714963.937500 Penalty: 4352.749023
	Iteration 18Q: 3 clusters Score -714963.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -714990.812500 Penalty: 4352.749023
	Iteration 19Q: 3 clusters Score -714990.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -715011.000000 Penalty: 4352.749023
	Iteration 20F: 3 clusters Score -715011 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -715031.375000 Penalty: 4352.749023
	Iteration 21Q: 3 clusters Score -715031.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -715048.937500 Penalty: 4352.749023
	Iteration 22Q: 3 clusters Score -715048.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -715063.937500 Penalty: 4352.749023
	Iteration 23Q: 3 clusters Score -715063.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -715078.125000 Penalty: 4352.749023
	Iteration 24Q: 3 clusters Score -715078.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -715089.312500 Penalty: 4352.749023
	Iteration 25Q: 3 clusters Score -715089.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -715096.875000 Penalty: 4352.749023
	Iteration 26Q: 3 clusters Score -715096.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -715102.250000 Penalty: 4352.749023
	Iteration 27Q: 3 clusters Score -715102.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -715106.625000 Penalty: 4352.749023
	Iteration 28Q: 3 clusters Score -715106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -715111.250000 Penalty: 4352.749023
	Iteration 29Q: 3 clusters Score -715111.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -715112.812500 Penalty: 4352.749023
	Iteration 30Q: 3 clusters Score -715112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -715115.687500 Penalty: 4352.749023
	Iteration 31Q: 3 clusters Score -715115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -715116.812500 Penalty: 4352.749023
	Iteration 32Q: 3 clusters Score -715116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -715116.062500 Penalty: 4352.749023
	Iteration 33Q: 3 clusters Score -715116.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -715116.062500 Penalty: 4352.749023
	Iteration 34F: 3 clusters Score -715116.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Entering Unmasked Estep 
Score: -1073166.625000 Penalty: 2280.793701
	Iteration 0F: 2 clusters Score -1073167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1065624.750000 Penalty: 4561.587402
	Iteration 0F: 3 clusters Score -1065625 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1067912.750000 Penalty: 4561.587402
	Iteration 1F: 3 clusters Score -1067913 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1068198.500000 Penalty: 4561.587402
	Iteration 2F: 3 clusters Score -1068198 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1068389.375000 Penalty: 4561.587402
	Iteration 3Q: 3 clusters Score -1068389 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1068541.125000 Penalty: 4561.587402
	Iteration 4Q: 3 clusters Score -1068541 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1068646.250000 Penalty: 4561.587402
	Iteration 5Q: 3 clusters Score -1068646 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1068734.375000 Penalty: 4561.587402
	Iteration 6Q: 3 clusters Score -1068734 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1068817.125000 Penalty: 4561.587402
	Iteration 7Q: 3 clusters Score -1068817 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1068893.625000 Penalty: 4561.587402
	Iteration 8Q: 3 clusters Score -1068894 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1068986.000000 Penalty: 4561.587402
	Iteration 9Q: 3 clusters Score -1068986 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1069106.875000 Penalty: 4561.587402
	Iteration 10Q: 3 clusters Score -1069107 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1069244.625000 Penalty: 4561.587402
	Iteration 11Q: 3 clusters Score -1069245 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1069440.750000 Penalty: 4561.587402
	Iteration 12Q: 3 clusters Score -1069441 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1069680.875000 Penalty: 4561.587402
	Iteration 13Q: 3 clusters Score -1069681 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1069964.250000 Penalty: 4561.587402
	Iteration 14Q: 3 clusters Score -1069964 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1070254.375000 Penalty: 4561.587402
	Iteration 15Q: 3 clusters Score -1070254 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1070541.250000 Penalty: 4561.587402
	Iteration 16Q: 3 clusters Score -1070541 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1070802.125000 Penalty: 4561.587402
	Iteration 17Q: 3 clusters Score -1070802 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1071057.500000 Penalty: 4561.587402
	Iteration 18Q: 3 clusters Score -1071058 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1071274.875000 Penalty: 4561.587402
	Iteration 19Q: 3 clusters Score -1071275 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1071450.750000 Penalty: 4561.587402
	Iteration 20F: 3 clusters Score -1071451 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1071552.625000 Penalty: 4561.587402
	Iteration 21Q: 3 clusters Score -1071553 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1071611.000000 Penalty: 4561.587402
	Iteration 22Q: 3 clusters Score -1071611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1071653.875000 Penalty: 4561.587402
	Iteration 23Q: 3 clusters Score -1071654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1071686.250000 Penalty: 4561.587402
	Iteration 24Q: 3 clusters Score -1071686 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1071728.125000 Penalty: 4561.587402
	Iteration 25Q: 3 clusters Score -1071728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1071762.500000 Penalty: 4561.587402
	Iteration 26Q: 3 clusters Score -1071762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1071793.875000 Penalty: 4561.587402
	Iteration 27Q: 3 clusters Score -1071794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1071813.500000 Penalty: 4561.587402
	Iteration 28Q: 3 clusters Score -1071814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1071828.000000 Penalty: 4561.587402
	Iteration 29Q: 3 clusters Score -1071828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1071840.000000 Penalty: 4561.587402
	Iteration 30Q: 3 clusters Score -1071840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1071843.125000 Penalty: 4561.587402
	Iteration 31Q: 3 clusters Score -1071843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1071846.500000 Penalty: 4561.587402
	Iteration 32Q: 3 clusters Score -1071846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1071851.500000 Penalty: 4561.587402
	Iteration 33Q: 3 clusters Score -1071852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1071857.375000 Penalty: 4561.587402
	Iteration 34Q: 3 clusters Score -1071857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1071859.250000 Penalty: 4561.587402
	Iteration 35Q: 3 clusters Score -1071859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1071861.125000 Penalty: 4561.587402
	Iteration 36Q: 3 clusters Score -1071861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1071867.750000 Penalty: 4561.587402
	Iteration 37Q: 3 clusters Score -1071868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1071869.375000 Penalty: 4561.587402
	Iteration 38Q: 3 clusters Score -1071869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1071872.000000 Penalty: 4561.587402
	Iteration 39Q: 3 clusters Score -1071872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1071875.500000 Penalty: 4561.587402
	Iteration 40F: 3 clusters Score -1071876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1071874.500000 Penalty: 4561.587402
	Iteration 41Q: 3 clusters Score -1071874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1071880.750000 Penalty: 4561.587402
	Iteration 42Q: 3 clusters Score -1071881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1071882.375000 Penalty: 4561.587402
	Iteration 43Q: 3 clusters Score -1071882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1071884.625000 Penalty: 4561.587402
	Iteration 44Q: 3 clusters Score -1071885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1071886.125000 Penalty: 4561.587402
	Iteration 45Q: 3 clusters Score -1071886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1071888.125000 Penalty: 4561.587402
	Iteration 46Q: 3 clusters Score -1071888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1071888.500000 Penalty: 4561.587402
	Iteration 47Q: 3 clusters Score -1071888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1071891.125000 Penalty: 4561.587402
	Iteration 48Q: 3 clusters Score -1071891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1071891.125000 Penalty: 4561.587402
	Iteration 49F: 3 clusters Score -1071891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Entering Unmasked Estep 
Score: -5584988.000000 Penalty: 2670.991211
	Iteration 0F: 2 clusters Score -5584988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -5552937.000000 Penalty: 5341.982422
	Iteration 0F: 3 clusters Score -5552937 nChanged 21867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -5565000.500000 Penalty: 5341.982422
	Iteration 1F: 3 clusters Score -5565000 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -5565539.000000 Penalty: 5341.982422
	Iteration 2Q: 3 clusters Score -5565539 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5565978.500000 Penalty: 5341.982422
	Iteration 3Q: 3 clusters Score -5565978 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -5566403.500000 Penalty: 5341.982422
	Iteration 4Q: 3 clusters Score -5566404 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5566956.500000 Penalty: 5341.982422
	Iteration 5Q: 3 clusters Score -5566956 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -5567628.500000 Penalty: 5341.982422
	Iteration 6Q: 3 clusters Score -5567628 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -5568608.500000 Penalty: 5341.982422
	Iteration 7Q: 3 clusters Score -5568608 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -5569979.000000 Penalty: 5341.982422
	Iteration 8Q: 3 clusters Score -5569979 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -5571660.000000 Penalty: 5341.982422
	Iteration 9F: 3 clusters Score -5571660 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -5573865.000000 Penalty: 5341.982422
	Iteration 10F: 3 clusters Score -5573865 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5576111.500000 Penalty: 5341.982422
	Iteration 11F: 3 clusters Score -5576112 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -5577987.000000 Penalty: 5341.982422
	Iteration 12F: 3 clusters Score -5577987 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -5579303.000000 Penalty: 5341.982422
	Iteration 13Q: 3 clusters Score -5579303 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5580073.500000 Penalty: 5341.982422
	Iteration 14Q: 3 clusters Score -5580074 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5580650.000000 Penalty: 5341.982422
	Iteration 15Q: 3 clusters Score -5580650 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -5581194.000000 Penalty: 5341.982422
	Iteration 16Q: 3 clusters Score -5581194 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -5581655.000000 Penalty: 5341.982422
	Iteration 17Q: 3 clusters Score -5581655 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -5582028.000000 Penalty: 5341.982422
	Iteration 18Q: 3 clusters Score -5582028 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -5582256.500000 Penalty: 5341.982422
	Iteration 19Q: 3 clusters Score -5582256 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -5582444.500000 Penalty: 5341.982422
	Iteration 20F: 3 clusters Score -5582444 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -5582607.500000 Penalty: 5341.982422
	Iteration 21Q: 3 clusters Score -5582608 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -5582703.500000 Penalty: 5341.982422
	Iteration 22Q: 3 clusters Score -5582704 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -5582781.500000 Penalty: 5341.982422
	Iteration 23Q: 3 clusters Score -5582782 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5582805.500000 Penalty: 5341.982422
	Iteration 24Q: 3 clusters Score -5582806 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -5582842.500000 Penalty: 5341.982422
	Iteration 25Q: 3 clusters Score -5582842 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -5582883.500000 Penalty: 5341.982422
	Iteration 26Q: 3 clusters Score -5582884 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -5582923.500000 Penalty: 5341.982422
	Iteration 27Q: 3 clusters Score -5582924 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -5582975.500000 Penalty: 5341.982422
	Iteration 28Q: 3 clusters Score -5582976 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5583000.000000 Penalty: 5341.982422
	Iteration 29Q: 3 clusters Score -5583000 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -5583054.500000 Penalty: 5341.982422
	Iteration 30Q: 3 clusters Score -5583054 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -5583091.500000 Penalty: 5341.982422
	Iteration 31Q: 3 clusters Score -5583092 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -5583118.500000 Penalty: 5341.982422
	Iteration 32Q: 3 clusters Score -5583118 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -5583155.000000 Penalty: 5341.982422
	Iteration 33Q: 3 clusters Score -5583155 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -5583179.000000 Penalty: 5341.982422
	Iteration 34Q: 3 clusters Score -5583179 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -5583187.500000 Penalty: 5341.982422
	Iteration 35Q: 3 clusters Score -5583188 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -5583207.000000 Penalty: 5341.982422
	Iteration 36Q: 3 clusters Score -5583207 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5583252.500000 Penalty: 5341.982422
	Iteration 37Q: 3 clusters Score -5583252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -5583276.000000 Penalty: 5341.982422
	Iteration 38Q: 3 clusters Score -5583276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5583277.000000 Penalty: 5341.982422
	Iteration 39Q: 3 clusters Score -5583277 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -5583286.500000 Penalty: 5341.982422
	Iteration 40F: 3 clusters Score -5583286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -5583316.500000 Penalty: 5341.982422
	Iteration 41Q: 3 clusters Score -5583316 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -5583354.000000 Penalty: 5341.982422
	Iteration 42Q: 3 clusters Score -5583354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -5583379.000000 Penalty: 5341.982422
	Iteration 43Q: 3 clusters Score -5583379 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5583394 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5583401 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5583429 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5583430 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5583436 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5583430 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -5583456.000000 Penalty: 5341.982422
	Iteration 50Q: 3 clusters Score -5583456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5583468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5583488 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5583512.500000 Penalty: 5341.982422
	Iteration 53Q: 3 clusters Score -5583512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5583522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5583530 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5583538 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5583572 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5583584 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -5583591.500000 Penalty: 5341.982422
	Iteration 59Q: 3 clusters Score -5583592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -5583600.500000 Penalty: 5341.982422
	Iteration 60F: 3 clusters Score -5583600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5583612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -5583622.500000 Penalty: 5341.982422
	Iteration 62Q: 3 clusters Score -5583622 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5583626.500000 Penalty: 5341.982422
	Iteration 63Q: 3 clusters Score -5583626 nChanged 99
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Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5583651 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5583677 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5583666 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5583682 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5583688 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5583680 nChanged 64
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5583688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5583693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5583709 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5583718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5583728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5583733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5583747 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5583754 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5583752 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5583755 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5583768 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5583764 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5583764 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5583762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5583762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5583766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -5583775.500000 Penalty: 5341.982422
	Iteration 86Q: 3 clusters Score -5583776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5583790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5583791 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5583786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5583798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 39416 members 
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	Iteration 91Q: 3 clusters Score -5583805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5583810 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5583824.500000 Penalty: 5341.982422
	Iteration 93Q: 3 clusters Score -5583824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5583820.000000 Penalty: 5341.982422
	Iteration 94Q: 3 clusters Score -5583820 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
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Entering Unmasked Estep 
Score: -5583814.500000 Penalty: 5341.982422
	Iteration 95Q: 3 clusters Score -5583814 nChanged 29
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Mstep: Class 1 contains 8021 members 
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Entering Unmasked Estep 
Score: -5583817.500000 Penalty: 5341.982422
	Iteration 96Q: 3 clusters Score -5583818 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -5583816.000000 Penalty: 5341.982422
	Iteration 97Q: 3 clusters Score -5583816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
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Entering Unmasked Estep 
Score: -5583813.500000 Penalty: 5341.982422
	Iteration 98Q: 3 clusters Score -5583814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -5583826.000000 Penalty: 5341.982422
	Iteration 99Q: 3 clusters Score -5583826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -5583823.500000 Penalty: 5341.982422
	Iteration 100F: 3 clusters Score -5583824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5583818 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5583820 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5583817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5583821.500000 Penalty: 5341.982422
	Iteration 104Q: 3 clusters Score -5583822 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5583825.500000 Penalty: 5341.982422
	Iteration 105Q: 3 clusters Score -5583826 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5583824.500000 Penalty: 5341.982422
	Iteration 106Q: 3 clusters Score -5583824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5583828.500000 Penalty: 5341.982422
	Iteration 107Q: 3 clusters Score -5583828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5583823.500000 Penalty: 5341.982422
	Iteration 108Q: 3 clusters Score -5583824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5583829.000000 Penalty: 5341.982422
	Iteration 109Q: 3 clusters Score -5583829 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -5583832.500000 Penalty: 5341.982422
	Iteration 110Q: 3 clusters Score -5583832 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -5583834.500000 Penalty: 5341.982422
	Iteration 111Q: 3 clusters Score -5583834 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5583829 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7837 members 
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Entering Unmasked Estep 
Score: -5583828.500000 Penalty: 5341.982422
	Iteration 113Q: 3 clusters Score -5583828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -5583831.000000 Penalty: 5341.982422
	Iteration 114Q: 3 clusters Score -5583831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -5583837.500000 Penalty: 5341.982422
	Iteration 115Q: 3 clusters Score -5583838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5583840.000000 Penalty: 5341.982422
	Iteration 116Q: 3 clusters Score -5583840 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5583838 nChanged 18
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Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5583840 nChanged 16
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Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5583840 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -5583846.000000 Penalty: 5341.982422
	Iteration 120F: 3 clusters Score -5583846 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5583849.000000 Penalty: 5341.982422
	Iteration 121Q: 3 clusters Score -5583849 nChanged 19
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Mstep: Class 1 contains 7703 members 
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Entering Unmasked Estep 
Score: -5583843.500000 Penalty: 5341.982422
	Iteration 122Q: 3 clusters Score -5583844 nChanged 11
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Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -5583829.500000 Penalty: 5341.982422
	Iteration 123Q: 3 clusters Score -5583830 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5583838 nChanged 8
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Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5583838 nChanged 12
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Mstep: Class 1 contains 7657 members 
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Entering Unmasked Estep 
Score: -5583837.000000 Penalty: 5341.982422
	Iteration 126Q: 3 clusters Score -5583837 nChanged 10
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Mstep: Class 1 contains 7647 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5583838 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5583840 nChanged 13
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Entering Unmasked Estep 
Score: -5583831.000000 Penalty: 5341.982422
	Iteration 129Q: 3 clusters Score -5583831 nChanged 11
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Mstep: Class 1 contains 7614 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5583837 nChanged 11
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Mstep: Class 1 contains 7603 members 
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Entering Unmasked Estep 
Score: -5583835.500000 Penalty: 5341.982422
	Iteration 131Q: 3 clusters Score -5583836 nChanged 9
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Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5583836 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5583827.500000 Penalty: 5341.982422
	Iteration 133Q: 3 clusters Score -5583828 nChanged 17
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Mstep: Class 1 contains 7560 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5583828 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7535 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5583828 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5583833.000000 Penalty: 5341.982422
	Iteration 136Q: 3 clusters Score -5583833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5583833.500000 Penalty: 5341.982422
	Iteration 137Q: 3 clusters Score -5583834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -5583830.500000 Penalty: 5341.982422
	Iteration 138Q: 3 clusters Score -5583830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -5583832.500000 Penalty: 5341.982422
	Iteration 139Q: 3 clusters Score -5583832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5583833.500000 Penalty: 5341.982422
	Iteration 140F: 3 clusters Score -5583834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5583831.500000 Penalty: 5341.982422
	Iteration 141Q: 3 clusters Score -5583832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -5583826.500000 Penalty: 5341.982422
	Iteration 142Q: 3 clusters Score -5583826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -5583832.500000 Penalty: 5341.982422
	Iteration 143Q: 3 clusters Score -5583832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -5583852.500000 Penalty: 5341.982422
	Iteration 144Q: 3 clusters Score -5583852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5583866.000000 Penalty: 5341.982422
	Iteration 145Q: 3 clusters Score -5583866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5583876.500000 Penalty: 5341.982422
	Iteration 146Q: 3 clusters Score -5583876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -5583871.500000 Penalty: 5341.982422
	Iteration 147Q: 3 clusters Score -5583872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -5583872.000000 Penalty: 5341.982422
	Iteration 148Q: 3 clusters Score -5583872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -5583878.000000 Penalty: 5341.982422
	Iteration 149Q: 3 clusters Score -5583878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -5583870.500000 Penalty: 5341.982422
	Iteration 150Q: 3 clusters Score -5583870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -5583874.000000 Penalty: 5341.982422
	Iteration 151Q: 3 clusters Score -5583874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -5583878.000000 Penalty: 5341.982422
	Iteration 152Q: 3 clusters Score -5583878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5583875.000000 Penalty: 5341.982422
	Iteration 153Q: 3 clusters Score -5583875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -5583875.500000 Penalty: 5341.982422
	Iteration 154Q: 3 clusters Score -5583876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5583876.000000 Penalty: 5341.982422
	Iteration 155Q: 3 clusters Score -5583876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -5583872.000000 Penalty: 5341.982422
	Iteration 156Q: 3 clusters Score -5583872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -5583880.500000 Penalty: 5341.982422
	Iteration 157Q: 3 clusters Score -5583880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -5583876.500000 Penalty: 5341.982422
	Iteration 158Q: 3 clusters Score -5583876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -5583876.500000 Penalty: 5341.982422
	Iteration 159Q: 3 clusters Score -5583876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -5583876.500000 Penalty: 5341.982422
	Iteration 160F: 3 clusters Score -5583876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -5583886.500000 Penalty: 5341.982422
	Iteration 161Q: 3 clusters Score -5583886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5583883.500000 Penalty: 5341.982422
	Iteration 162Q: 3 clusters Score -5583884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5583877.500000 Penalty: 5341.982422
	Iteration 163Q: 3 clusters Score -5583878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5583873.000000 Penalty: 5341.982422
	Iteration 164Q: 3 clusters Score -5583873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -5583880.500000 Penalty: 5341.982422
	Iteration 165Q: 3 clusters Score -5583880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -5583889.500000 Penalty: 5341.982422
	Iteration 166Q: 3 clusters Score -5583890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5583885.000000 Penalty: 5341.982422
	Iteration 167Q: 3 clusters Score -5583885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5583884.500000 Penalty: 5341.982422
	Iteration 168Q: 3 clusters Score -5583884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5583888.000000 Penalty: 5341.982422
	Iteration 169Q: 3 clusters Score -5583888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5583892.500000 Penalty: 5341.982422
	Iteration 170Q: 3 clusters Score -5583892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -5583894.000000 Penalty: 5341.982422
	Iteration 171Q: 3 clusters Score -5583894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -5583890.000000 Penalty: 5341.982422
	Iteration 172Q: 3 clusters Score -5583890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5583890.500000 Penalty: 5341.982422
	Iteration 173Q: 3 clusters Score -5583890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -5583885.500000 Penalty: 5341.982422
	Iteration 174Q: 3 clusters Score -5583886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5583883.000000 Penalty: 5341.982422
	Iteration 175Q: 3 clusters Score -5583883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -5583882.500000 Penalty: 5341.982422
	Iteration 176Q: 3 clusters Score -5583882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -5583884.500000 Penalty: 5341.982422
	Iteration 177Q: 3 clusters Score -5583884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5583883.500000 Penalty: 5341.982422
	Iteration 178Q: 3 clusters Score -5583884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -5583889.000000 Penalty: 5341.982422
	Iteration 179Q: 3 clusters Score -5583889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -5583889.500000 Penalty: 5341.982422
	Iteration 180F: 3 clusters Score -5583890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5583887.500000 Penalty: 5341.982422
	Iteration 181Q: 3 clusters Score -5583888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -5583887.000000 Penalty: 5341.982422
	Iteration 182Q: 3 clusters Score -5583887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5583886.500000 Penalty: 5341.982422
	Iteration 183Q: 3 clusters Score -5583886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -5583881.000000 Penalty: 5341.982422
	Iteration 184Q: 3 clusters Score -5583881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5583881.500000 Penalty: 5341.982422
	Iteration 185Q: 3 clusters Score -5583882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -5583876.000000 Penalty: 5341.982422
	Iteration 186Q: 3 clusters Score -5583876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -5583867.500000 Penalty: 5341.982422
	Iteration 187Q: 3 clusters Score -5583868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5583871.500000 Penalty: 5341.982422
	Iteration 188Q: 3 clusters Score -5583872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -5583870.500000 Penalty: 5341.982422
	Iteration 189Q: 3 clusters Score -5583870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5583876.000000 Penalty: 5341.982422
	Iteration 190Q: 3 clusters Score -5583876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5583883.500000 Penalty: 5341.982422
	Iteration 191Q: 3 clusters Score -5583884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -5583886.500000 Penalty: 5341.982422
	Iteration 192Q: 3 clusters Score -5583886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5583887.500000 Penalty: 5341.982422
	Iteration 193Q: 3 clusters Score -5583888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -5583890.000000 Penalty: 5341.982422
	Iteration 194Q: 3 clusters Score -5583890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -5583890.000000 Penalty: 5341.982422
	Iteration 195Q: 3 clusters Score -5583890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5583882.000000 Penalty: 5341.982422
	Iteration 196Q: 3 clusters Score -5583882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -5583889.500000 Penalty: 5341.982422
	Iteration 197Q: 3 clusters Score -5583890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -5583888.500000 Penalty: 5341.982422
	Iteration 198Q: 3 clusters Score -5583888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -5583884.500000 Penalty: 5341.982422
	Iteration 199Q: 3 clusters Score -5583884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -5583879.000000 Penalty: 5341.982422
	Iteration 200F: 3 clusters Score -5583879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5583875.000000 Penalty: 5341.982422
	Iteration 201Q: 3 clusters Score -5583875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5583878.000000 Penalty: 5341.982422
	Iteration 202Q: 3 clusters Score -5583878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5583879.500000 Penalty: 5341.982422
	Iteration 203Q: 3 clusters Score -5583880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -5583873.500000 Penalty: 5341.982422
	Iteration 204Q: 3 clusters Score -5583874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -5583873.500000 Penalty: 5341.982422
	Iteration 205Q: 3 clusters Score -5583874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -5583878.000000 Penalty: 5341.982422
	Iteration 206Q: 3 clusters Score -5583878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5583876.500000 Penalty: 5341.982422
	Iteration 207Q: 3 clusters Score -5583876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -5583876.500000 Penalty: 5341.982422
	Iteration 208F: 3 clusters Score -5583876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (224398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 224398 members 
Entering Unmasked Estep 
Score: -26001594.000000 Penalty: 3055.651855
	Iteration 0F: 2 clusters Score -2.600159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -25858508.000000 Penalty: 6111.303711
	Iteration 0F: 3 clusters Score -2.585851e+07 nChanged 108222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122401 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -25923820.000000 Penalty: 6111.303711
	Iteration 1F: 3 clusters Score -2.592382e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -25926706.000000 Penalty: 6111.303711
	Iteration 2Q: 3 clusters Score -2.592671e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -25931746.000000 Penalty: 6111.303711
	Iteration 3Q: 3 clusters Score -2.593175e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150959 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -25940354.000000 Penalty: 6111.303711
	Iteration 4F: 3 clusters Score -2.594035e+07 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -25953762.000000 Penalty: 6111.303711
	Iteration 5F: 3 clusters Score -2.595376e+07 nChanged 19848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188213 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -25970042.000000 Penalty: 6111.303711
	Iteration 6F: 3 clusters Score -2.597004e+07 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205795 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -25984684.000000 Penalty: 6111.303711
	Iteration 7F: 3 clusters Score -2.598468e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216671 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -25993292.000000 Penalty: 6111.303711
	Iteration 8Q: 3 clusters Score -2.599329e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221598 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -25997062.000000 Penalty: 6111.303711
	Iteration 9Q: 3 clusters Score -2.599706e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223282 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -25998162.000000 Penalty: 6111.303711
	Iteration 10Q: 3 clusters Score -2.599816e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223790 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -25998506.000000 Penalty: 6111.303711
	Iteration 11Q: 3 clusters Score -2.599851e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223952 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -25998664.000000 Penalty: 6111.303711
	Iteration 12Q: 3 clusters Score -2.599866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224012 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -25998724.000000 Penalty: 6111.303711
	Iteration 13Q: 3 clusters Score -2.599872e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224043 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -25998750.000000 Penalty: 6111.303711
	Iteration 14Q: 3 clusters Score -2.599875e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224060 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -25998790.000000 Penalty: 6111.303711
	Iteration 15Q: 3 clusters Score -2.599879e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224065 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -25998806.000000 Penalty: 6111.303711
	Iteration 16Q: 3 clusters Score -2.599881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224069 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -25998814.000000 Penalty: 6111.303711
	Iteration 17Q: 3 clusters Score -2.599881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25998824.000000 Penalty: 6111.303711
	Iteration 18Q: 3 clusters Score -2.599882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224072 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -25998848.000000 Penalty: 6111.303711
	Iteration 19Q: 3 clusters Score -2.599885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224076 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -25998862.000000 Penalty: 6111.303711
	Iteration 20F: 3 clusters Score -2.599886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224075 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -25998876.000000 Penalty: 6111.303711
	Iteration 21Q: 3 clusters Score -2.599888e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25998884.000000 Penalty: 6111.303711
	Iteration 22Q: 3 clusters Score -2.599888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -25998872.000000 Penalty: 6111.303711
	Iteration 23Q: 3 clusters Score -2.599887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224073 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -25998880.000000 Penalty: 6111.303711
	Iteration 24Q: 3 clusters Score -2.599888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224071 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25998886.000000 Penalty: 6111.303711
	Iteration 25Q: 3 clusters Score -2.599889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224071 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25998886.000000 Penalty: 6111.303711
	Iteration 26F: 3 clusters Score -2.599889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -73514.171875 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -73514.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71835.968750 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -71835.97 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72101.179688 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -72101.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72164.203125 Penalty: 3248.626709
	Iteration 2Q: 3 clusters Score -72164.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72200.187500 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -72200.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72228.906250 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -72228.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72275.414062 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -72275.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72334.523438 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -72334.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72418.257812 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -72418.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72517.929688 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -72517.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72611.117188 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -72611.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72738.476562 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -72738.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72932.492188 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -72932.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73177.554688 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -73177.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -73252.992188 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -73252.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73290.343750 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -73290.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73320.140625 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -73320.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -73369.921875 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -73369.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73444.625000 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -73444.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73588.781250 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -73588.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73683.554688 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -73683.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73695.710938 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -73695.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73698.046875 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -73698.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73698.046875 Penalty: 3248.626709
	Iteration 22F: 3 clusters Score -73698.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 60652 members 
Mstep: Class 3 contains 11736 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 31703 members 
Mstep: Class 9 contains 20025 members 
Mstep: Class 10 contains 56746 members 
Mstep: Class 11 contains 108022 members 
Mstep: Class 12 contains 244092 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122391 members 
Mstep: Class 18 contains 24780 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 168967 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 34802 members 
Mstep: Class 25 contains 3325 members 
Mstep: Class 26 contains 263551 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 47578 members 
Mstep: Class 30 contains 224398 members 
Mstep: Class 31 contains 291 members 
Mstep: Class 32 contains 46434 members 
Mstep: Class 33 contains 16653 members 
Mstep: Class 34 contains 6758 members 
Mstep: Class 35 contains 74636 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12441 members 
Mstep: Class 39 contains 408 members 
Entering Unmasked Estep 
Score: -225944512.000000 Penalty: 140391.312500
Splitting cluster 31 changes total score from -225946432.000000 to -225944512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (46434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Entering Unmasked Estep 
Score: -4997195.000000 Penalty: 2664.955322
	Iteration 0F: 2 clusters Score -4997195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4965919.500000 Penalty: 5329.910645
	Iteration 0F: 3 clusters Score -4965920 nChanged 21388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -4978074.000000 Penalty: 5329.910645
	Iteration 1F: 3 clusters Score -4978074 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -4979150.000000 Penalty: 5329.910645
	Iteration 2F: 3 clusters Score -4979150 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4980370.500000 Penalty: 5329.910645
	Iteration 3F: 3 clusters Score -4980370 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4981809.000000 Penalty: 5329.910645
	Iteration 4F: 3 clusters Score -4981809 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -4983341.500000 Penalty: 5329.910645
	Iteration 5F: 3 clusters Score -4983342 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -4984766.500000 Penalty: 5329.910645
	Iteration 6F: 3 clusters Score -4984766 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -4985913.500000 Penalty: 5329.910645
	Iteration 7F: 3 clusters Score -4985914 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4986704.000000 Penalty: 5329.910645
	Iteration 8Q: 3 clusters Score -4986704 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4987283.000000 Penalty: 5329.910645
	Iteration 9Q: 3 clusters Score -4987283 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4987803.000000 Penalty: 5329.910645
	Iteration 10Q: 3 clusters Score -4987803 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4988331.500000 Penalty: 5329.910645
	Iteration 11Q: 3 clusters Score -4988332 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4988917.000000 Penalty: 5329.910645
	Iteration 12Q: 3 clusters Score -4988917 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -4989664.000000 Penalty: 5329.910645
	Iteration 13Q: 3 clusters Score -4989664 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4990490.000000 Penalty: 5329.910645
	Iteration 14Q: 3 clusters Score -4990490 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -4991409.000000 Penalty: 5329.910645
	Iteration 15Q: 3 clusters Score -4991409 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4992190.500000 Penalty: 5329.910645
	Iteration 16Q: 3 clusters Score -4992190 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4992888.500000 Penalty: 5329.910645
	Iteration 17Q: 3 clusters Score -4992888 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -4993511.000000 Penalty: 5329.910645
	Iteration 18Q: 3 clusters Score -4993511 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4994106.000000 Penalty: 5329.910645
	Iteration 19Q: 3 clusters Score -4994106 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -4994605.000000 Penalty: 5329.910645
	Iteration 20F: 3 clusters Score -4994605 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -4995072.500000 Penalty: 5329.910645
	Iteration 21Q: 3 clusters Score -4995072 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4995465.500000 Penalty: 5329.910645
	Iteration 22Q: 3 clusters Score -4995466 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -4995770.500000 Penalty: 5329.910645
	Iteration 23Q: 3 clusters Score -4995770 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -4996054.000000 Penalty: 5329.910645
	Iteration 24Q: 3 clusters Score -4996054 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4996254.000000 Penalty: 5329.910645
	Iteration 25Q: 3 clusters Score -4996254 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -4996400.500000 Penalty: 5329.910645
	Iteration 26Q: 3 clusters Score -4996400 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4996501.000000 Penalty: 5329.910645
	Iteration 27Q: 3 clusters Score -4996501 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4996596.500000 Penalty: 5329.910645
	Iteration 28Q: 3 clusters Score -4996596 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4996662.000000 Penalty: 5329.910645
	Iteration 29Q: 3 clusters Score -4996662 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -4996712.000000 Penalty: 5329.910645
	Iteration 30Q: 3 clusters Score -4996712 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4996753.000000 Penalty: 5329.910645
	Iteration 31Q: 3 clusters Score -4996753 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -4996782.500000 Penalty: 5329.910645
	Iteration 32Q: 3 clusters Score -4996782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4996805.500000 Penalty: 5329.910645
	Iteration 33Q: 3 clusters Score -4996806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4996823.500000 Penalty: 5329.910645
	Iteration 34Q: 3 clusters Score -4996824 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4996840.000000 Penalty: 5329.910645
	Iteration 35Q: 3 clusters Score -4996840 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4996838.000000 Penalty: 5329.910645
	Iteration 36Q: 3 clusters Score -4996838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4996838.000000 Penalty: 5329.910645
	Iteration 37Q: 3 clusters Score -4996838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -4996853.500000 Penalty: 5329.910645
	Iteration 38Q: 3 clusters Score -4996854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4996856.000000 Penalty: 5329.910645
	Iteration 39Q: 3 clusters Score -4996856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4996853.000000 Penalty: 5329.910645
	Iteration 40F: 3 clusters Score -4996853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -4996870.000000 Penalty: 5329.910645
	Iteration 41Q: 3 clusters Score -4996870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4996872.000000 Penalty: 5329.910645
	Iteration 42Q: 3 clusters Score -4996872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4996872.500000 Penalty: 5329.910645
	Iteration 43Q: 3 clusters Score -4996872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -4996884.000000 Penalty: 5329.910645
	Iteration 44Q: 3 clusters Score -4996884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4996889.500000 Penalty: 5329.910645
	Iteration 45Q: 3 clusters Score -4996890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -4996905.000000 Penalty: 5329.910645
	Iteration 46Q: 3 clusters Score -4996905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4996906.500000 Penalty: 5329.910645
	Iteration 47Q: 3 clusters Score -4996906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4996911.000000 Penalty: 5329.910645
	Iteration 48Q: 3 clusters Score -4996911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4996914.500000 Penalty: 5329.910645
	Iteration 49Q: 3 clusters Score -4996914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4996912.500000 Penalty: 5329.910645
	Iteration 50Q: 3 clusters Score -4996912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4996910.500000 Penalty: 5329.910645
	Iteration 51Q: 3 clusters Score -4996910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4996921.500000 Penalty: 5329.910645
	Iteration 52Q: 3 clusters Score -4996922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -4996915.500000 Penalty: 5329.910645
	Iteration 53Q: 3 clusters Score -4996916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4996919.000000 Penalty: 5329.910645
	Iteration 54Q: 3 clusters Score -4996919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4996928.000000 Penalty: 5329.910645
	Iteration 55Q: 3 clusters Score -4996928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4996920.500000 Penalty: 5329.910645
	Iteration 56Q: 3 clusters Score -4996920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4996929.000000 Penalty: 5329.910645
	Iteration 57Q: 3 clusters Score -4996929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -4996930.000000 Penalty: 5329.910645
	Iteration 58Q: 3 clusters Score -4996930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -4996927.000000 Penalty: 5329.910645
	Iteration 59Q: 3 clusters Score -4996927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4996929.500000 Penalty: 5329.910645
	Iteration 60F: 3 clusters Score -4996930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Entering Unmasked Estep 
Score: -1706586.750000 Penalty: 2410.645752
	Iteration 0F: 2 clusters Score -1706587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1694665.125000 Penalty: 4821.291504
	Iteration 0F: 3 clusters Score -1694665 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1698863.875000 Penalty: 4821.291504
	Iteration 1F: 3 clusters Score -1698864 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1699500.875000 Penalty: 4821.291504
	Iteration 2F: 3 clusters Score -1699501 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1700084.500000 Penalty: 4821.291504
	Iteration 3F: 3 clusters Score -1700084 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1700679.750000 Penalty: 4821.291504
	Iteration 4F: 3 clusters Score -1700680 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1701265.750000 Penalty: 4821.291504
	Iteration 5F: 3 clusters Score -1701266 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1701744.125000 Penalty: 4821.291504
	Iteration 6F: 3 clusters Score -1701744 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1702069.375000 Penalty: 4821.291504
	Iteration 7Q: 3 clusters Score -1702069 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1702343.375000 Penalty: 4821.291504
	Iteration 8Q: 3 clusters Score -1702343 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1702558.125000 Penalty: 4821.291504
	Iteration 9Q: 3 clusters Score -1702558 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1702727.500000 Penalty: 4821.291504
	Iteration 10Q: 3 clusters Score -1702728 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1702881.125000 Penalty: 4821.291504
	Iteration 11Q: 3 clusters Score -1702881 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1703021.500000 Penalty: 4821.291504
	Iteration 12Q: 3 clusters Score -1703022 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1703126.750000 Penalty: 4821.291504
	Iteration 13Q: 3 clusters Score -1703127 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1703222.125000 Penalty: 4821.291504
	Iteration 14Q: 3 clusters Score -1703222 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1703298.000000 Penalty: 4821.291504
	Iteration 15Q: 3 clusters Score -1703298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1703384.875000 Penalty: 4821.291504
	Iteration 16Q: 3 clusters Score -1703385 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1703460.000000 Penalty: 4821.291504
	Iteration 17Q: 3 clusters Score -1703460 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1703546.125000 Penalty: 4821.291504
	Iteration 18Q: 3 clusters Score -1703546 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1703632.375000 Penalty: 4821.291504
	Iteration 19Q: 3 clusters Score -1703632 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1703712.250000 Penalty: 4821.291504
	Iteration 20F: 3 clusters Score -1703712 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1703785.250000 Penalty: 4821.291504
	Iteration 21Q: 3 clusters Score -1703785 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1703883.750000 Penalty: 4821.291504
	Iteration 22Q: 3 clusters Score -1703884 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1703972.500000 Penalty: 4821.291504
	Iteration 23Q: 3 clusters Score -1703972 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1704056.125000 Penalty: 4821.291504
	Iteration 24Q: 3 clusters Score -1704056 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1704155.625000 Penalty: 4821.291504
	Iteration 25Q: 3 clusters Score -1704156 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1704265.625000 Penalty: 4821.291504
	Iteration 26Q: 3 clusters Score -1704266 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1704365.875000 Penalty: 4821.291504
	Iteration 27Q: 3 clusters Score -1704366 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1704460.000000 Penalty: 4821.291504
	Iteration 28Q: 3 clusters Score -1704460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1704556.250000 Penalty: 4821.291504
	Iteration 29Q: 3 clusters Score -1704556 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1704629.250000 Penalty: 4821.291504
	Iteration 30Q: 3 clusters Score -1704629 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1704691.125000 Penalty: 4821.291504
	Iteration 31Q: 3 clusters Score -1704691 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1704759.000000 Penalty: 4821.291504
	Iteration 32Q: 3 clusters Score -1704759 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1704824.875000 Penalty: 4821.291504
	Iteration 33Q: 3 clusters Score -1704825 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1704890.750000 Penalty: 4821.291504
	Iteration 34Q: 3 clusters Score -1704891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1704961.500000 Penalty: 4821.291504
	Iteration 35Q: 3 clusters Score -1704962 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1705001.500000 Penalty: 4821.291504
	Iteration 36Q: 3 clusters Score -1705002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1705051.250000 Penalty: 4821.291504
	Iteration 37Q: 3 clusters Score -1705051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1705087.750000 Penalty: 4821.291504
	Iteration 38Q: 3 clusters Score -1705088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1705118.000000 Penalty: 4821.291504
	Iteration 39Q: 3 clusters Score -1705118 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1705145.125000 Penalty: 4821.291504
	Iteration 40F: 3 clusters Score -1705145 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1705166.000000 Penalty: 4821.291504
	Iteration 41Q: 3 clusters Score -1705166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1705184.375000 Penalty: 4821.291504
	Iteration 42Q: 3 clusters Score -1705184 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1705214.750000 Penalty: 4821.291504
	Iteration 43Q: 3 clusters Score -1705215 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1705231.750000 Penalty: 4821.291504
	Iteration 44Q: 3 clusters Score -1705232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1705253.375000 Penalty: 4821.291504
	Iteration 45Q: 3 clusters Score -1705253 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1705273.125000 Penalty: 4821.291504
	Iteration 46Q: 3 clusters Score -1705273 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1705288.875000 Penalty: 4821.291504
	Iteration 47Q: 3 clusters Score -1705289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1705302.875000 Penalty: 4821.291504
	Iteration 48Q: 3 clusters Score -1705303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1705310.000000 Penalty: 4821.291504
	Iteration 49Q: 3 clusters Score -1705310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1705322.000000 Penalty: 4821.291504
	Iteration 50Q: 3 clusters Score -1705322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1705331.125000 Penalty: 4821.291504
	Iteration 51Q: 3 clusters Score -1705331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1705342.500000 Penalty: 4821.291504
	Iteration 52Q: 3 clusters Score -1705342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1705350.375000 Penalty: 4821.291504
	Iteration 53Q: 3 clusters Score -1705350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1705358.500000 Penalty: 4821.291504
	Iteration 54Q: 3 clusters Score -1705358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1705370.750000 Penalty: 4821.291504
	Iteration 55Q: 3 clusters Score -1705371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1705384.000000 Penalty: 4821.291504
	Iteration 56Q: 3 clusters Score -1705384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1705393.750000 Penalty: 4821.291504
	Iteration 57Q: 3 clusters Score -1705394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1705401.125000 Penalty: 4821.291504
	Iteration 58Q: 3 clusters Score -1705401 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1705414.125000 Penalty: 4821.291504
	Iteration 59Q: 3 clusters Score -1705414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1705424.250000 Penalty: 4821.291504
	Iteration 60F: 3 clusters Score -1705424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1705426.750000 Penalty: 4821.291504
	Iteration 61Q: 3 clusters Score -1705427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1705429.500000 Penalty: 4821.291504
	Iteration 62Q: 3 clusters Score -1705430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1705434.875000 Penalty: 4821.291504
	Iteration 63Q: 3 clusters Score -1705435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1705440.375000 Penalty: 4821.291504
	Iteration 64Q: 3 clusters Score -1705440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1705442.875000 Penalty: 4821.291504
	Iteration 65Q: 3 clusters Score -1705443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1705446.750000 Penalty: 4821.291504
	Iteration 66Q: 3 clusters Score -1705447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1705450.375000 Penalty: 4821.291504
	Iteration 67Q: 3 clusters Score -1705450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1705451.250000 Penalty: 4821.291504
	Iteration 68Q: 3 clusters Score -1705451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1705451.625000 Penalty: 4821.291504
	Iteration 69Q: 3 clusters Score -1705452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1705455.500000 Penalty: 4821.291504
	Iteration 70Q: 3 clusters Score -1705456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1705459.500000 Penalty: 4821.291504
	Iteration 71Q: 3 clusters Score -1705460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1705456.375000 Penalty: 4821.291504
	Iteration 72Q: 3 clusters Score -1705456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1705460.250000 Penalty: 4821.291504
	Iteration 73Q: 3 clusters Score -1705460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1705464.625000 Penalty: 4821.291504
	Iteration 74Q: 3 clusters Score -1705465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1705470.875000 Penalty: 4821.291504
	Iteration 75Q: 3 clusters Score -1705471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1705472.000000 Penalty: 4821.291504
	Iteration 76Q: 3 clusters Score -1705472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1705473.500000 Penalty: 4821.291504
	Iteration 77Q: 3 clusters Score -1705474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1705478.250000 Penalty: 4821.291504
	Iteration 78Q: 3 clusters Score -1705478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1705482.125000 Penalty: 4821.291504
	Iteration 79Q: 3 clusters Score -1705482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1705484.375000 Penalty: 4821.291504
	Iteration 80F: 3 clusters Score -1705484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1705484.625000 Penalty: 4821.291504
	Iteration 81Q: 3 clusters Score -1705485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1705485.375000 Penalty: 4821.291504
	Iteration 82Q: 3 clusters Score -1705485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1705487.750000 Penalty: 4821.291504
	Iteration 83Q: 3 clusters Score -1705488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1705487.750000 Penalty: 4821.291504
	Iteration 84F: 3 clusters Score -1705488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -738670.812500 Penalty: 2186.983643
	Iteration 0F: 2 clusters Score -738670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -732986.375000 Penalty: 4373.967285
	Iteration 0F: 3 clusters Score -732986.4 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -734535.625000 Penalty: 4373.967285
	Iteration 1F: 3 clusters Score -734535.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -734834.625000 Penalty: 4373.967285
	Iteration 2F: 3 clusters Score -734834.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -735023.250000 Penalty: 4373.967285
	Iteration 3F: 3 clusters Score -735023.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -735173.875000 Penalty: 4373.967285
	Iteration 4Q: 3 clusters Score -735173.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -735285.375000 Penalty: 4373.967285
	Iteration 5Q: 3 clusters Score -735285.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -735368.375000 Penalty: 4373.967285
	Iteration 6Q: 3 clusters Score -735368.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -735442.625000 Penalty: 4373.967285
	Iteration 7Q: 3 clusters Score -735442.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -735506.937500 Penalty: 4373.967285
	Iteration 8Q: 3 clusters Score -735506.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -735565.875000 Penalty: 4373.967285
	Iteration 9Q: 3 clusters Score -735565.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -735607.875000 Penalty: 4373.967285
	Iteration 10Q: 3 clusters Score -735607.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -735646.062500 Penalty: 4373.967285
	Iteration 11Q: 3 clusters Score -735646.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -735673.625000 Penalty: 4373.967285
	Iteration 12Q: 3 clusters Score -735673.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -735707.375000 Penalty: 4373.967285
	Iteration 13Q: 3 clusters Score -735707.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -735745.500000 Penalty: 4373.967285
	Iteration 14Q: 3 clusters Score -735745.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -735801.187500 Penalty: 4373.967285
	Iteration 15Q: 3 clusters Score -735801.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -735875.500000 Penalty: 4373.967285
	Iteration 16Q: 3 clusters Score -735875.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -735955.562500 Penalty: 4373.967285
	Iteration 17Q: 3 clusters Score -735955.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -736047.125000 Penalty: 4373.967285
	Iteration 18Q: 3 clusters Score -736047.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -736125.500000 Penalty: 4373.967285
	Iteration 19Q: 3 clusters Score -736125.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -736196.187500 Penalty: 4373.967285
	Iteration 20F: 3 clusters Score -736196.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -736265.000000 Penalty: 4373.967285
	Iteration 21Q: 3 clusters Score -736265 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -736328.375000 Penalty: 4373.967285
	Iteration 22Q: 3 clusters Score -736328.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -736396.187500 Penalty: 4373.967285
	Iteration 23Q: 3 clusters Score -736396.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -736450.437500 Penalty: 4373.967285
	Iteration 24Q: 3 clusters Score -736450.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -736493.687500 Penalty: 4373.967285
	Iteration 25Q: 3 clusters Score -736493.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -736527.187500 Penalty: 4373.967285
	Iteration 26Q: 3 clusters Score -736527.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -736566.875000 Penalty: 4373.967285
	Iteration 27Q: 3 clusters Score -736566.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -736608.500000 Penalty: 4373.967285
	Iteration 28Q: 3 clusters Score -736608.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -736649.687500 Penalty: 4373.967285
	Iteration 29Q: 3 clusters Score -736649.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -736690.437500 Penalty: 4373.967285
	Iteration 30Q: 3 clusters Score -736690.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -736720.000000 Penalty: 4373.967285
	Iteration 31Q: 3 clusters Score -736720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -736746.250000 Penalty: 4373.967285
	Iteration 32Q: 3 clusters Score -736746.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -736764.250000 Penalty: 4373.967285
	Iteration 33Q: 3 clusters Score -736764.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -736779.500000 Penalty: 4373.967285
	Iteration 34Q: 3 clusters Score -736779.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -736790.125000 Penalty: 4373.967285
	Iteration 35Q: 3 clusters Score -736790.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -736801.937500 Penalty: 4373.967285
	Iteration 36Q: 3 clusters Score -736801.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -736809.375000 Penalty: 4373.967285
	Iteration 37Q: 3 clusters Score -736809.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -736817.437500 Penalty: 4373.967285
	Iteration 38Q: 3 clusters Score -736817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -736824.000000 Penalty: 4373.967285
	Iteration 39Q: 3 clusters Score -736824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -736830.937500 Penalty: 4373.967285
	Iteration 40F: 3 clusters Score -736830.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -736835.875000 Penalty: 4373.967285
	Iteration 41Q: 3 clusters Score -736835.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -736840.625000 Penalty: 4373.967285
	Iteration 42Q: 3 clusters Score -736840.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -736845.937500 Penalty: 4373.967285
	Iteration 43Q: 3 clusters Score -736845.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -736851.750000 Penalty: 4373.967285
	Iteration 44Q: 3 clusters Score -736851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -736857.375000 Penalty: 4373.967285
	Iteration 45Q: 3 clusters Score -736857.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -736862.937500 Penalty: 4373.967285
	Iteration 46Q: 3 clusters Score -736862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -736866.375000 Penalty: 4373.967285
	Iteration 47Q: 3 clusters Score -736866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -736870.187500 Penalty: 4373.967285
	Iteration 48Q: 3 clusters Score -736870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -736873.187500 Penalty: 4373.967285
	Iteration 49Q: 3 clusters Score -736873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -736880.062500 Penalty: 4373.967285
	Iteration 50Q: 3 clusters Score -736880.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -736887.312500 Penalty: 4373.967285
	Iteration 51Q: 3 clusters Score -736887.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -736893.562500 Penalty: 4373.967285
	Iteration 52Q: 3 clusters Score -736893.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -736897.062500 Penalty: 4373.967285
	Iteration 53Q: 3 clusters Score -736897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -736898.937500 Penalty: 4373.967285
	Iteration 54Q: 3 clusters Score -736898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -736902.187500 Penalty: 4373.967285
	Iteration 55Q: 3 clusters Score -736902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -736905.875000 Penalty: 4373.967285
	Iteration 56Q: 3 clusters Score -736905.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -736907.062500 Penalty: 4373.967285
	Iteration 57Q: 3 clusters Score -736907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -736910.562500 Penalty: 4373.967285
	Iteration 58Q: 3 clusters Score -736910.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -736912.625000 Penalty: 4373.967285
	Iteration 59Q: 3 clusters Score -736912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -736913.500000 Penalty: 4373.967285
	Iteration 60F: 3 clusters Score -736913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -736913.562500 Penalty: 4373.967285
	Iteration 61Q: 3 clusters Score -736913.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -736913.687500 Penalty: 4373.967285
	Iteration 62Q: 3 clusters Score -736913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -736913.687500 Penalty: 4373.967285
	Iteration 63F: 3 clusters Score -736913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (74636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Entering Unmasked Estep 
Score: -8845352.000000 Penalty: 2782.653809
	Iteration 0F: 2 clusters Score -8845352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -8795362.000000 Penalty: 5565.307617
	Iteration 0F: 3 clusters Score -8795362 nChanged 35045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -8815766.000000 Penalty: 5565.307617
	Iteration 1F: 3 clusters Score -8815766 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -8817650.000000 Penalty: 5565.307617
	Iteration 2F: 3 clusters Score -8817650 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -8820834.000000 Penalty: 5565.307617
	Iteration 3F: 3 clusters Score -8820834 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -8825255.000000 Penalty: 5565.307617
	Iteration 4F: 3 clusters Score -8825255 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -8830073.000000 Penalty: 5565.307617
	Iteration 5F: 3 clusters Score -8830073 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -8834229.000000 Penalty: 5565.307617
	Iteration 6F: 3 clusters Score -8834229 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -8837123.000000 Penalty: 5565.307617
	Iteration 7F: 3 clusters Score -8837123 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -8839259.000000 Penalty: 5565.307617
	Iteration 8Q: 3 clusters Score -8839259 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8840576.000000 Penalty: 5565.307617
	Iteration 9Q: 3 clusters Score -8840576 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -8841495.000000 Penalty: 5565.307617
	Iteration 10Q: 3 clusters Score -8841495 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8842120.000000 Penalty: 5565.307617
	Iteration 11Q: 3 clusters Score -8842120 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8842500.000000 Penalty: 5565.307617
	Iteration 12Q: 3 clusters Score -8842500 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8842730.000000 Penalty: 5565.307617
	Iteration 13Q: 3 clusters Score -8842730 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8842835.000000 Penalty: 5565.307617
	Iteration 14Q: 3 clusters Score -8842835 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73085 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8842936.000000 Penalty: 5565.307617
	Iteration 15Q: 3 clusters Score -8842936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8842991.000000 Penalty: 5565.307617
	Iteration 16Q: 3 clusters Score -8842991 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8843049.000000 Penalty: 5565.307617
	Iteration 17Q: 3 clusters Score -8843049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8843091.000000 Penalty: 5565.307617
	Iteration 18Q: 3 clusters Score -8843091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8843131.000000 Penalty: 5565.307617
	Iteration 19Q: 3 clusters Score -8843131 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73427 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8843162.000000 Penalty: 5565.307617
	Iteration 20F: 3 clusters Score -8843162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73453 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8843185.000000 Penalty: 5565.307617
	Iteration 21Q: 3 clusters Score -8843185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73467 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8843192.000000 Penalty: 5565.307617
	Iteration 22Q: 3 clusters Score -8843192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8843208.000000 Penalty: 5565.307617
	Iteration 23Q: 3 clusters Score -8843208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8843202.000000 Penalty: 5565.307617
	Iteration 24Q: 3 clusters Score -8843202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8843197.000000 Penalty: 5565.307617
	Iteration 25Q: 3 clusters Score -8843197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8843204.000000 Penalty: 5565.307617
	Iteration 26Q: 3 clusters Score -8843204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8843218.000000 Penalty: 5565.307617
	Iteration 27Q: 3 clusters Score -8843218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8843217.000000 Penalty: 5565.307617
	Iteration 28Q: 3 clusters Score -8843217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8843208.000000 Penalty: 5565.307617
	Iteration 29Q: 3 clusters Score -8843208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8843203.000000 Penalty: 5565.307617
	Iteration 30Q: 3 clusters Score -8843203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8843214.000000 Penalty: 5565.307617
	Iteration 31Q: 3 clusters Score -8843214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8843206.000000 Penalty: 5565.307617
	Iteration 32Q: 3 clusters Score -8843206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8843205.000000 Penalty: 5565.307617
	Iteration 33Q: 3 clusters Score -8843205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8843207.000000 Penalty: 5565.307617
	Iteration 34Q: 3 clusters Score -8843207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8843203.000000 Penalty: 5565.307617
	Iteration 35Q: 3 clusters Score -8843203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8843202.000000 Penalty: 5565.307617
	Iteration 36Q: 3 clusters Score -8843202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8843202.000000 Penalty: 5565.307617
	Iteration 37Q: 3 clusters Score -8843202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8843206.000000 Penalty: 5565.307617
	Iteration 38Q: 3 clusters Score -8843206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8843201.000000 Penalty: 5565.307617
	Iteration 39Q: 3 clusters Score -8843201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8843201.000000 Penalty: 5565.307617
	Iteration 40F: 3 clusters Score -8843201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -120327.585938 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -120327.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -118515.203125 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -118515.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119265.601562 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -119265.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -119526.765625 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -119526.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -119672.421875 Penalty: 3504.544189
	Iteration 3F: 3 clusters Score -119672.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119772.164062 Penalty: 3504.544189
	Iteration 4Q: 3 clusters Score -119772.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119886.859375 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -119886.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -119958.460938 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -119958.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -120000.070312 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -120000.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -120047.687500 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -120047.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -120074.851562 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -120074.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -120094.601562 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -120094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -120108.687500 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -120108.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -120178.796875 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -120178.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -120219.789062 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -120219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -120255.789062 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -120255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -120288.437500 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -120288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -120329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -120352.343750 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -120352.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -120368.703125 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -120368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -120378.921875 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -120378.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -120385.085938 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -120385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -120394.468750 Penalty: 3504.544189
	Iteration 21Q: 3 clusters Score -120394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120411.617188 Penalty: 3504.544189
	Iteration 22Q: 3 clusters Score -120411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120416.117188 Penalty: 3504.544189
	Iteration 23Q: 3 clusters Score -120416.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120418.007812 Penalty: 3504.544189
	Iteration 24Q: 3 clusters Score -120418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -120420.984375 Penalty: 3504.544189
	Iteration 25Q: 3 clusters Score -120421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -120422.992188 Penalty: 3504.544189
	Iteration 26Q: 3 clusters Score -120423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -120422.992188 Penalty: 3504.544189
	Iteration 27F: 3 clusters Score -120423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 60652 members 
Mstep: Class 3 contains 11736 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 31703 members 
Mstep: Class 9 contains 20025 members 
Mstep: Class 10 contains 56746 members 
Mstep: Class 11 contains 108022 members 
Mstep: Class 12 contains 244092 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122391 members 
Mstep: Class 18 contains 24780 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 168967 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 34802 members 
Mstep: Class 25 contains 3325 members 
Mstep: Class 26 contains 263551 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 47578 members 
Mstep: Class 30 contains 224398 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 46434 members 
Mstep: Class 33 contains 16653 members 
Mstep: Class 34 contains 6758 members 
Mstep: Class 35 contains 74636 members 
Mstep: Class 36 contains 395 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12441 members 
Mstep: Class 39 contains 776 members 
Entering Unmasked Estep 
Score: -225944512.000000 Penalty: 140391.312500
Splitting cluster 36 changes total score from -225946432.000000 to -225944512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31454.308594 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31454.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31635.039062 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31635.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31666.630859 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31666.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31678.966797 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31678.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31684.667969 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31684.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31684.667969 Penalty: 2895.514160
	Iteration 5F: 3 clusters Score -31684.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Entering Unmasked Estep 
Score: -1370955.875000 Penalty: 2338.330811
	Iteration 0F: 2 clusters Score -1370956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1361752.500000 Penalty: 4676.661621
	Iteration 0F: 3 clusters Score -1361752 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1364677.625000 Penalty: 4676.661621
	Iteration 1F: 3 clusters Score -1364678 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1365138.750000 Penalty: 4676.661621
	Iteration 2F: 3 clusters Score -1365139 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1365631.000000 Penalty: 4676.661621
	Iteration 3F: 3 clusters Score -1365631 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1366224.750000 Penalty: 4676.661621
	Iteration 4F: 3 clusters Score -1366225 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1366885.125000 Penalty: 4676.661621
	Iteration 5F: 3 clusters Score -1366885 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1367550.250000 Penalty: 4676.661621
	Iteration 6F: 3 clusters Score -1367550 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1368092.250000 Penalty: 4676.661621
	Iteration 7F: 3 clusters Score -1368092 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1368472.625000 Penalty: 4676.661621
	Iteration 8F: 3 clusters Score -1368473 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1368714.000000 Penalty: 4676.661621
	Iteration 9Q: 3 clusters Score -1368714 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1368875.625000 Penalty: 4676.661621
	Iteration 10Q: 3 clusters Score -1368876 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1368976.250000 Penalty: 4676.661621
	Iteration 11Q: 3 clusters Score -1368976 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1369053.125000 Penalty: 4676.661621
	Iteration 12Q: 3 clusters Score -1369053 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1369123.625000 Penalty: 4676.661621
	Iteration 13Q: 3 clusters Score -1369124 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1369192.625000 Penalty: 4676.661621
	Iteration 14Q: 3 clusters Score -1369193 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1369248.750000 Penalty: 4676.661621
	Iteration 15Q: 3 clusters Score -1369249 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1369287.750000 Penalty: 4676.661621
	Iteration 16Q: 3 clusters Score -1369288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1369332.000000 Penalty: 4676.661621
	Iteration 17Q: 3 clusters Score -1369332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1369362.500000 Penalty: 4676.661621
	Iteration 18Q: 3 clusters Score -1369362 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1369389.750000 Penalty: 4676.661621
	Iteration 19Q: 3 clusters Score -1369390 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1369418.125000 Penalty: 4676.661621
	Iteration 20F: 3 clusters Score -1369418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1369447.375000 Penalty: 4676.661621
	Iteration 21Q: 3 clusters Score -1369447 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1369474.750000 Penalty: 4676.661621
	Iteration 22Q: 3 clusters Score -1369475 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1369506.500000 Penalty: 4676.661621
	Iteration 23Q: 3 clusters Score -1369506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1369528.125000 Penalty: 4676.661621
	Iteration 24Q: 3 clusters Score -1369528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1369554.625000 Penalty: 4676.661621
	Iteration 25Q: 3 clusters Score -1369555 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1369585.750000 Penalty: 4676.661621
	Iteration 26Q: 3 clusters Score -1369586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1369612.000000 Penalty: 4676.661621
	Iteration 27Q: 3 clusters Score -1369612 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1369641.625000 Penalty: 4676.661621
	Iteration 28Q: 3 clusters Score -1369642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1369677.250000 Penalty: 4676.661621
	Iteration 29Q: 3 clusters Score -1369677 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1369706.250000 Penalty: 4676.661621
	Iteration 30Q: 3 clusters Score -1369706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1369745.625000 Penalty: 4676.661621
	Iteration 31Q: 3 clusters Score -1369746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1369778.875000 Penalty: 4676.661621
	Iteration 32Q: 3 clusters Score -1369779 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1369816.000000 Penalty: 4676.661621
	Iteration 33Q: 3 clusters Score -1369816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1369844.750000 Penalty: 4676.661621
	Iteration 34Q: 3 clusters Score -1369845 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1369862.875000 Penalty: 4676.661621
	Iteration 35Q: 3 clusters Score -1369863 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1369886.000000 Penalty: 4676.661621
	Iteration 36Q: 3 clusters Score -1369886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1369903.375000 Penalty: 4676.661621
	Iteration 37Q: 3 clusters Score -1369903 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1369915.750000 Penalty: 4676.661621
	Iteration 38Q: 3 clusters Score -1369916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1369930.000000 Penalty: 4676.661621
	Iteration 39Q: 3 clusters Score -1369930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1369943.750000 Penalty: 4676.661621
	Iteration 40F: 3 clusters Score -1369944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1369949.875000 Penalty: 4676.661621
	Iteration 41Q: 3 clusters Score -1369950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1369961.375000 Penalty: 4676.661621
	Iteration 42Q: 3 clusters Score -1369961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1369970.875000 Penalty: 4676.661621
	Iteration 43Q: 3 clusters Score -1369971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1369980.500000 Penalty: 4676.661621
	Iteration 44Q: 3 clusters Score -1369980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1369981.875000 Penalty: 4676.661621
	Iteration 45Q: 3 clusters Score -1369982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1369991.375000 Penalty: 4676.661621
	Iteration 46Q: 3 clusters Score -1369991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1369994.875000 Penalty: 4676.661621
	Iteration 47Q: 3 clusters Score -1369995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1370002.500000 Penalty: 4676.661621
	Iteration 48Q: 3 clusters Score -1370002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1370006.250000 Penalty: 4676.661621
	Iteration 49Q: 3 clusters Score -1370006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1370015.875000 Penalty: 4676.661621
	Iteration 50Q: 3 clusters Score -1370016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1370029.875000 Penalty: 4676.661621
	Iteration 51Q: 3 clusters Score -1370030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1370036.000000 Penalty: 4676.661621
	Iteration 52Q: 3 clusters Score -1370036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1370041.375000 Penalty: 4676.661621
	Iteration 53Q: 3 clusters Score -1370041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1370046.250000 Penalty: 4676.661621
	Iteration 54Q: 3 clusters Score -1370046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1370050.000000 Penalty: 4676.661621
	Iteration 55Q: 3 clusters Score -1370050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1370055.375000 Penalty: 4676.661621
	Iteration 56Q: 3 clusters Score -1370055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1370057.625000 Penalty: 4676.661621
	Iteration 57Q: 3 clusters Score -1370058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1370063.875000 Penalty: 4676.661621
	Iteration 58Q: 3 clusters Score -1370064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1370067.625000 Penalty: 4676.661621
	Iteration 59Q: 3 clusters Score -1370068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1370072.250000 Penalty: 4676.661621
	Iteration 60F: 3 clusters Score -1370072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1370071.000000 Penalty: 4676.661621
	Iteration 61Q: 3 clusters Score -1370071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1370072.250000 Penalty: 4676.661621
	Iteration 62Q: 3 clusters Score -1370072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1370074.375000 Penalty: 4676.661621
	Iteration 63Q: 3 clusters Score -1370074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1370076.750000 Penalty: 4676.661621
	Iteration 64Q: 3 clusters Score -1370077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1370077.750000 Penalty: 4676.661621
	Iteration 65Q: 3 clusters Score -1370078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1370076.375000 Penalty: 4676.661621
	Iteration 66Q: 3 clusters Score -1370076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1370077.500000 Penalty: 4676.661621
	Iteration 67Q: 3 clusters Score -1370078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1370079.750000 Penalty: 4676.661621
	Iteration 68Q: 3 clusters Score -1370080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1370079.750000 Penalty: 4676.661621
	Iteration 69F: 3 clusters Score -1370080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 60652 members 
Mstep: Class 3 contains 11736 members 
Mstep: Class 4 contains 41850 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35478 members 
Mstep: Class 8 contains 31703 members 
Mstep: Class 9 contains 20025 members 
Mstep: Class 10 contains 56746 members 
Mstep: Class 11 contains 108022 members 
Mstep: Class 12 contains 244092 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 27864 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122391 members 
Mstep: Class 18 contains 24780 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9174 members 
Mstep: Class 21 contains 7874 members 
Mstep: Class 22 contains 168967 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 34802 members 
Mstep: Class 25 contains 3325 members 
Mstep: Class 26 contains 263551 members 
Mstep: Class 27 contains 6475 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 47578 members 
Mstep: Class 30 contains 224398 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 46434 members 
Mstep: Class 33 contains 16653 members 
Mstep: Class 34 contains 6758 members 
Mstep: Class 35 contains 74636 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946272.000000 Penalty: 136791.531250
Iteration 159Q: 39 clusters Score -2.259463e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 60657 members 
Mstep: Class 3 contains 11745 members 
Mstep: Class 4 contains 41840 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179322 members 
Mstep: Class 7 contains 35479 members 
Mstep: Class 8 contains 31716 members 
Mstep: Class 9 contains 20035 members 
Mstep: Class 10 contains 56737 members 
Mstep: Class 11 contains 107985 members 
Mstep: Class 12 contains 244096 members 
Mstep: Class 13 contains 21826 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 28319 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 122327 members 
Mstep: Class 18 contains 24761 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 168929 members 
Mstep: Class 23 contains 13753 members 
Mstep: Class 24 contains 34806 members 
Mstep: Class 25 contains 3329 members 
Mstep: Class 26 contains 263110 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 9864 members 
Mstep: Class 29 contains 47796 members 
Mstep: Class 30 contains 224410 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 46084 members 
Mstep: Class 33 contains 16617 members 
Mstep: Class 34 contains 6797 members 
Mstep: Class 35 contains 74856 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945744.000000 Penalty: 136791.531250
Iteration 160F: 39 clusters Score -2.259457e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 11753 members 
Mstep: Class 4 contains 41826 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179322 members 
Mstep: Class 7 contains 35485 members 
Mstep: Class 8 contains 31730 members 
Mstep: Class 9 contains 20037 members 
Mstep: Class 10 contains 56723 members 
Mstep: Class 11 contains 107950 members 
Mstep: Class 12 contains 244100 members 
Mstep: Class 13 contains 21825 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 28795 members 
Mstep: Class 16 contains 24053 members 
Mstep: Class 17 contains 122259 members 
Mstep: Class 18 contains 24746 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 168898 members 
Mstep: Class 23 contains 13751 members 
Mstep: Class 24 contains 34808 members 
Mstep: Class 25 contains 3336 members 
Mstep: Class 26 contains 262667 members 
Mstep: Class 27 contains 6476 members 
Mstep: Class 28 contains 9866 members 
Mstep: Class 29 contains 48026 members 
Mstep: Class 30 contains 224412 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 45720 members 
Mstep: Class 33 contains 16595 members 
Mstep: Class 34 contains 6837 members 
Mstep: Class 35 contains 75051 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945280.000000 Penalty: 136791.531250
Iteration 161Q: 39 clusters Score -2.259453e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 60671 members 
Mstep: Class 3 contains 11759 members 
Mstep: Class 4 contains 41812 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 179324 members 
Mstep: Class 7 contains 35493 members 
Mstep: Class 8 contains 31746 members 
Mstep: Class 9 contains 20039 members 
Mstep: Class 10 contains 56703 members 
Mstep: Class 11 contains 107902 members 
Mstep: Class 12 contains 244099 members 
Mstep: Class 13 contains 21832 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 29274 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 122179 members 
Mstep: Class 18 contains 24733 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7856 members 
Mstep: Class 22 contains 168872 members 
Mstep: Class 23 contains 13748 members 
Mstep: Class 24 contains 34819 members 
Mstep: Class 25 contains 3342 members 
Mstep: Class 26 contains 262256 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9866 members 
Mstep: Class 29 contains 48239 members 
Mstep: Class 30 contains 224423 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 45367 members 
Mstep: Class 33 contains 16570 members 
Mstep: Class 34 contains 6865 members 
Mstep: Class 35 contains 75230 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944688.000000 Penalty: 136791.531250
Iteration 162Q: 39 clusters Score -2.259447e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 60674 members 
Mstep: Class 3 contains 11759 members 
Mstep: Class 4 contains 41792 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 179320 members 
Mstep: Class 7 contains 35500 members 
Mstep: Class 8 contains 31766 members 
Mstep: Class 9 contains 20030 members 
Mstep: Class 10 contains 56701 members 
Mstep: Class 11 contains 107854 members 
Mstep: Class 12 contains 244099 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 29744 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 122113 members 
Mstep: Class 18 contains 24707 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7850 members 
Mstep: Class 22 contains 168825 members 
Mstep: Class 23 contains 13756 members 
Mstep: Class 24 contains 34830 members 
Mstep: Class 25 contains 3348 members 
Mstep: Class 26 contains 261879 members 
Mstep: Class 27 contains 6478 members 
Mstep: Class 28 contains 9863 members 
Mstep: Class 29 contains 48436 members 
Mstep: Class 30 contains 224427 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 45033 members 
Mstep: Class 33 contains 16551 members 
Mstep: Class 34 contains 6898 members 
Mstep: Class 35 contains 75389 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944672.000000 Penalty: 136791.531250
Iteration 163Q: 39 clusters Score -2.259447e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 11767 members 
Mstep: Class 4 contains 41786 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 179310 members 
Mstep: Class 7 contains 35505 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 20034 members 
Mstep: Class 10 contains 56697 members 
Mstep: Class 11 contains 107804 members 
Mstep: Class 12 contains 244095 members 
Mstep: Class 13 contains 21835 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 30252 members 
Mstep: Class 16 contains 24053 members 
Mstep: Class 17 contains 122068 members 
Mstep: Class 18 contains 24682 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7845 members 
Mstep: Class 22 contains 168788 members 
Mstep: Class 23 contains 13766 members 
Mstep: Class 24 contains 34837 members 
Mstep: Class 25 contains 3351 members 
Mstep: Class 26 contains 261438 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 48634 members 
Mstep: Class 30 contains 224425 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 44699 members 
Mstep: Class 33 contains 16524 members 
Mstep: Class 34 contains 6932 members 
Mstep: Class 35 contains 75534 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944736.000000 Penalty: 136791.531250
Iteration 164Q: 39 clusters Score -2.259447e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 11772 members 
Mstep: Class 4 contains 41781 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179291 members 
Mstep: Class 7 contains 35510 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 20035 members 
Mstep: Class 10 contains 56680 members 
Mstep: Class 11 contains 107753 members 
Mstep: Class 12 contains 244106 members 
Mstep: Class 13 contains 21832 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 30773 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 122034 members 
Mstep: Class 18 contains 24660 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7846 members 
Mstep: Class 22 contains 168754 members 
Mstep: Class 23 contains 13772 members 
Mstep: Class 24 contains 34857 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 261025 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 48826 members 
Mstep: Class 30 contains 224412 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 44348 members 
Mstep: Class 33 contains 16486 members 
Mstep: Class 34 contains 6961 members 
Mstep: Class 35 contains 75670 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944624.000000 Penalty: 136791.531250
Iteration 165Q: 39 clusters Score -2.259446e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 60676 members 
Mstep: Class 3 contains 11782 members 
Mstep: Class 4 contains 41777 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179285 members 
Mstep: Class 7 contains 35520 members 
Mstep: Class 8 contains 31855 members 
Mstep: Class 9 contains 20051 members 
Mstep: Class 10 contains 56669 members 
Mstep: Class 11 contains 107710 members 
Mstep: Class 12 contains 244112 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 31321 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 121993 members 
Mstep: Class 18 contains 24647 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9170 members 
Mstep: Class 21 contains 7839 members 
Mstep: Class 22 contains 168717 members 
Mstep: Class 23 contains 13774 members 
Mstep: Class 24 contains 34864 members 
Mstep: Class 25 contains 3365 members 
Mstep: Class 26 contains 260550 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9865 members 
Mstep: Class 29 contains 48959 members 
Mstep: Class 30 contains 224394 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 44080 members 
Mstep: Class 33 contains 16465 members 
Mstep: Class 34 contains 6994 members 
Mstep: Class 35 contains 75782 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944368.000000 Penalty: 136791.531250
Iteration 166Q: 39 clusters Score -2.259444e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 60683 members 
Mstep: Class 3 contains 11796 members 
Mstep: Class 4 contains 41774 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179283 members 
Mstep: Class 7 contains 35526 members 
Mstep: Class 8 contains 31869 members 
Mstep: Class 9 contains 20072 members 
Mstep: Class 10 contains 56647 members 
Mstep: Class 11 contains 107675 members 
Mstep: Class 12 contains 244115 members 
Mstep: Class 13 contains 21832 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 31862 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 121939 members 
Mstep: Class 18 contains 24633 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7834 members 
Mstep: Class 22 contains 168699 members 
Mstep: Class 23 contains 13773 members 
Mstep: Class 24 contains 34873 members 
Mstep: Class 25 contains 3373 members 
Mstep: Class 26 contains 260129 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 49083 members 
Mstep: Class 30 contains 224386 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 43812 members 
Mstep: Class 33 contains 16441 members 
Mstep: Class 34 contains 7014 members 
Mstep: Class 35 contains 75874 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944480.000000 Penalty: 136791.531250
Iteration 167Q: 39 clusters Score -2.259445e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 60687 members 
Mstep: Class 3 contains 11805 members 
Mstep: Class 4 contains 41769 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 179266 members 
Mstep: Class 7 contains 35533 members 
Mstep: Class 8 contains 31888 members 
Mstep: Class 9 contains 20103 members 
Mstep: Class 10 contains 56631 members 
Mstep: Class 11 contains 107650 members 
Mstep: Class 12 contains 244109 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 32448 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 121897 members 
Mstep: Class 18 contains 24626 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9169 members 
Mstep: Class 21 contains 7832 members 
Mstep: Class 22 contains 168680 members 
Mstep: Class 23 contains 13774 members 
Mstep: Class 24 contains 34879 members 
Mstep: Class 25 contains 3380 members 
Mstep: Class 26 contains 259626 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 49206 members 
Mstep: Class 30 contains 224372 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 43543 members 
Mstep: Class 33 contains 16420 members 
Mstep: Class 34 contains 7035 members 
Mstep: Class 35 contains 75970 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944864.000000 Penalty: 136791.531250
Iteration 168Q: 39 clusters Score -2.259449e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 60689 members 
Mstep: Class 3 contains 11807 members 
Mstep: Class 4 contains 41764 members 
Mstep: Class 5 contains 23802 members 
Mstep: Class 6 contains 179250 members 
Mstep: Class 7 contains 35538 members 
Mstep: Class 8 contains 31897 members 
Mstep: Class 9 contains 20121 members 
Mstep: Class 10 contains 56618 members 
Mstep: Class 11 contains 107638 members 
Mstep: Class 12 contains 244100 members 
Mstep: Class 13 contains 21837 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 33026 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 121862 members 
Mstep: Class 18 contains 24625 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7832 members 
Mstep: Class 22 contains 168672 members 
Mstep: Class 23 contains 13778 members 
Mstep: Class 24 contains 34890 members 
Mstep: Class 25 contains 3386 members 
Mstep: Class 26 contains 259122 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9856 members 
Mstep: Class 29 contains 49301 members 
Mstep: Class 30 contains 224355 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 43320 members 
Mstep: Class 33 contains 16398 members 
Mstep: Class 34 contains 7055 members 
Mstep: Class 35 contains 76061 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945408.000000 Penalty: 136791.531250
Iteration 169Q: 39 clusters Score -2.259454e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 60693 members 
Mstep: Class 3 contains 11808 members 
Mstep: Class 4 contains 41752 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 179249 members 
Mstep: Class 7 contains 35544 members 
Mstep: Class 8 contains 31911 members 
Mstep: Class 9 contains 20142 members 
Mstep: Class 10 contains 56610 members 
Mstep: Class 11 contains 107598 members 
Mstep: Class 12 contains 244104 members 
Mstep: Class 13 contains 21833 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 33645 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 121822 members 
Mstep: Class 18 contains 24618 members 
Mstep: Class 19 contains 14393 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7833 members 
Mstep: Class 22 contains 168674 members 
Mstep: Class 23 contains 13780 members 
Mstep: Class 24 contains 34898 members 
Mstep: Class 25 contains 3390 members 
Mstep: Class 26 contains 258552 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 49386 members 
Mstep: Class 30 contains 224336 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 43130 members 
Mstep: Class 33 contains 16377 members 
Mstep: Class 34 contains 7081 members 
Mstep: Class 35 contains 76158 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945344.000000 Penalty: 136791.531250
Iteration 170Q: 39 clusters Score -2.259453e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 60698 members 
Mstep: Class 3 contains 11811 members 
Mstep: Class 4 contains 41743 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 179252 members 
Mstep: Class 7 contains 35545 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 20159 members 
Mstep: Class 10 contains 56600 members 
Mstep: Class 11 contains 107569 members 
Mstep: Class 12 contains 244099 members 
Mstep: Class 13 contains 21832 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 34278 members 
Mstep: Class 16 contains 24042 members 
Mstep: Class 17 contains 121778 members 
Mstep: Class 18 contains 24627 members 
Mstep: Class 19 contains 14390 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7835 members 
Mstep: Class 22 contains 168681 members 
Mstep: Class 23 contains 13785 members 
Mstep: Class 24 contains 34903 members 
Mstep: Class 25 contains 3395 members 
Mstep: Class 26 contains 257959 members 
Mstep: Class 27 contains 6483 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 49467 members 
Mstep: Class 30 contains 224321 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 42916 members 
Mstep: Class 33 contains 16356 members 
Mstep: Class 34 contains 7120 members 
Mstep: Class 35 contains 76240 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945696.000000 Penalty: 136791.531250
Iteration 171Q: 39 clusters Score -2.259457e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 60701 members 
Mstep: Class 3 contains 11822 members 
Mstep: Class 4 contains 41741 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 179246 members 
Mstep: Class 7 contains 35545 members 
Mstep: Class 8 contains 31950 members 
Mstep: Class 9 contains 20176 members 
Mstep: Class 10 contains 56592 members 
Mstep: Class 11 contains 107541 members 
Mstep: Class 12 contains 244085 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 34978 members 
Mstep: Class 16 contains 24038 members 
Mstep: Class 17 contains 121729 members 
Mstep: Class 18 contains 24617 members 
Mstep: Class 19 contains 14388 members 
Mstep: Class 20 contains 9171 members 
Mstep: Class 21 contains 7841 members 
Mstep: Class 22 contains 168681 members 
Mstep: Class 23 contains 13784 members 
Mstep: Class 24 contains 34916 members 
Mstep: Class 25 contains 3398 members 
Mstep: Class 26 contains 257377 members 
Mstep: Class 27 contains 6488 members 
Mstep: Class 28 contains 9850 members 
Mstep: Class 29 contains 49523 members 
Mstep: Class 30 contains 224312 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 42723 members 
Mstep: Class 33 contains 16335 members 
Mstep: Class 34 contains 7152 members 
Mstep: Class 35 contains 76290 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946128.000000 Penalty: 136791.531250
Iteration 172Q: 39 clusters Score -2.259461e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 60699 members 
Mstep: Class 3 contains 11842 members 
Mstep: Class 4 contains 41737 members 
Mstep: Class 5 contains 23799 members 
Mstep: Class 6 contains 179243 members 
Mstep: Class 7 contains 35549 members 
Mstep: Class 8 contains 31958 members 
Mstep: Class 9 contains 20199 members 
Mstep: Class 10 contains 56579 members 
Mstep: Class 11 contains 107517 members 
Mstep: Class 12 contains 244072 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 35664 members 
Mstep: Class 16 contains 24037 members 
Mstep: Class 17 contains 121661 members 
Mstep: Class 18 contains 24614 members 
Mstep: Class 19 contains 14391 members 
Mstep: Class 20 contains 9172 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 22 contains 168685 members 
Mstep: Class 23 contains 13788 members 
Mstep: Class 24 contains 34927 members 
Mstep: Class 25 contains 3401 members 
Mstep: Class 26 contains 256834 members 
Mstep: Class 27 contains 6490 members 
Mstep: Class 28 contains 9848 members 
Mstep: Class 29 contains 49562 members 
Mstep: Class 30 contains 224290 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 42555 members 
Mstep: Class 33 contains 16310 members 
Mstep: Class 34 contains 7180 members 
Mstep: Class 35 contains 76323 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945776.000000 Penalty: 136791.531250
Iteration 173Q: 39 clusters Score -2.259458e+08 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 60698 members 
Mstep: Class 3 contains 11853 members 
Mstep: Class 4 contains 41737 members 
Mstep: Class 5 contains 23802 members 
Mstep: Class 6 contains 179249 members 
Mstep: Class 7 contains 35551 members 
Mstep: Class 8 contains 31971 members 
Mstep: Class 9 contains 20194 members 
Mstep: Class 10 contains 56569 members 
Mstep: Class 11 contains 107483 members 
Mstep: Class 12 contains 244057 members 
Mstep: Class 13 contains 21833 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 36388 members 
Mstep: Class 16 contains 24037 members 
Mstep: Class 17 contains 121613 members 
Mstep: Class 18 contains 24609 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 168686 members 
Mstep: Class 23 contains 13786 members 
Mstep: Class 24 contains 34936 members 
Mstep: Class 25 contains 3408 members 
Mstep: Class 26 contains 256286 members 
Mstep: Class 27 contains 6491 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 49622 members 
Mstep: Class 30 contains 224286 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 42380 members 
Mstep: Class 33 contains 16286 members 
Mstep: Class 34 contains 7206 members 
Mstep: Class 35 contains 76303 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946544.000000 Penalty: 136791.531250
Iteration 174Q: 39 clusters Score -2.259465e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 60704 members 
Mstep: Class 3 contains 11864 members 
Mstep: Class 4 contains 41736 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 179235 members 
Mstep: Class 7 contains 35552 members 
Mstep: Class 8 contains 31977 members 
Mstep: Class 9 contains 20190 members 
Mstep: Class 10 contains 56553 members 
Mstep: Class 11 contains 107461 members 
Mstep: Class 12 contains 244053 members 
Mstep: Class 13 contains 21836 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 37167 members 
Mstep: Class 16 contains 24037 members 
Mstep: Class 17 contains 121571 members 
Mstep: Class 18 contains 24598 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7854 members 
Mstep: Class 22 contains 168670 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 34942 members 
Mstep: Class 25 contains 3409 members 
Mstep: Class 26 contains 255695 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9853 members 
Mstep: Class 29 contains 49701 members 
Mstep: Class 30 contains 224287 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 42210 members 
Mstep: Class 33 contains 16271 members 
Mstep: Class 34 contains 7241 members 
Mstep: Class 35 contains 76254 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946832.000000 Penalty: 136791.531250
Iteration 175Q: 39 clusters Score -2.259468e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 60705 members 
Mstep: Class 3 contains 11869 members 
Mstep: Class 4 contains 41733 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 179226 members 
Mstep: Class 7 contains 35554 members 
Mstep: Class 8 contains 31983 members 
Mstep: Class 9 contains 20195 members 
Mstep: Class 10 contains 56533 members 
Mstep: Class 11 contains 107439 members 
Mstep: Class 12 contains 244058 members 
Mstep: Class 13 contains 21839 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 38019 members 
Mstep: Class 16 contains 24041 members 
Mstep: Class 17 contains 121533 members 
Mstep: Class 18 contains 24588 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 168676 members 
Mstep: Class 23 contains 13780 members 
Mstep: Class 24 contains 34948 members 
Mstep: Class 25 contains 3412 members 
Mstep: Class 26 contains 255050 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 9852 members 
Mstep: Class 29 contains 49746 members 
Mstep: Class 30 contains 224276 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 42070 members 
Mstep: Class 33 contains 16254 members 
Mstep: Class 34 contains 7261 members 
Mstep: Class 35 contains 76196 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947216.000000 Penalty: 136791.531250
Iteration 176Q: 39 clusters Score -2.259472e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 60706 members 
Mstep: Class 3 contains 11880 members 
Mstep: Class 4 contains 41732 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 179214 members 
Mstep: Class 7 contains 35554 members 
Mstep: Class 8 contains 31989 members 
Mstep: Class 9 contains 20208 members 
Mstep: Class 10 contains 56509 members 
Mstep: Class 11 contains 107421 members 
Mstep: Class 12 contains 244056 members 
Mstep: Class 13 contains 21841 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 38903 members 
Mstep: Class 16 contains 24042 members 
Mstep: Class 17 contains 121492 members 
Mstep: Class 18 contains 24574 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7850 members 
Mstep: Class 22 contains 168662 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 34959 members 
Mstep: Class 25 contains 3422 members 
Mstep: Class 26 contains 254423 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 49772 members 
Mstep: Class 30 contains 224278 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41930 members 
Mstep: Class 33 contains 16238 members 
Mstep: Class 34 contains 7283 members 
Mstep: Class 35 contains 76109 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947936.000000 Penalty: 136791.531250
Iteration 177Q: 39 clusters Score -2.259479e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 60712 members 
Mstep: Class 3 contains 11883 members 
Mstep: Class 4 contains 41727 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 179210 members 
Mstep: Class 7 contains 35554 members 
Mstep: Class 8 contains 31997 members 
Mstep: Class 9 contains 20211 members 
Mstep: Class 10 contains 56495 members 
Mstep: Class 11 contains 107388 members 
Mstep: Class 12 contains 244060 members 
Mstep: Class 13 contains 21844 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 39803 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 121449 members 
Mstep: Class 18 contains 24560 members 
Mstep: Class 19 contains 14394 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 168648 members 
Mstep: Class 23 contains 13774 members 
Mstep: Class 24 contains 34960 members 
Mstep: Class 25 contains 3429 members 
Mstep: Class 26 contains 253791 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 49795 members 
Mstep: Class 30 contains 224282 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41812 members 
Mstep: Class 33 contains 16235 members 
Mstep: Class 34 contains 7315 members 
Mstep: Class 35 contains 75976 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948176.000000 Penalty: 136791.531250
Iteration 178Q: 39 clusters Score -2.259482e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 60714 members 
Mstep: Class 3 contains 11891 members 
Mstep: Class 4 contains 41719 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 179200 members 
Mstep: Class 7 contains 35555 members 
Mstep: Class 8 contains 31995 members 
Mstep: Class 9 contains 20223 members 
Mstep: Class 10 contains 56471 members 
Mstep: Class 11 contains 107368 members 
Mstep: Class 12 contains 244068 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 40732 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 121405 members 
Mstep: Class 18 contains 24538 members 
Mstep: Class 19 contains 14395 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 168655 members 
Mstep: Class 23 contains 13772 members 
Mstep: Class 24 contains 34957 members 
Mstep: Class 25 contains 3435 members 
Mstep: Class 26 contains 253165 members 
Mstep: Class 27 contains 6491 members 
Mstep: Class 28 contains 9851 members 
Mstep: Class 29 contains 49822 members 
Mstep: Class 30 contains 224272 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41697 members 
Mstep: Class 33 contains 16227 members 
Mstep: Class 34 contains 7338 members 
Mstep: Class 35 contains 75827 members 
Mstep: Class 36 contains 1171 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948432.000000 Penalty: 136791.531250
Iteration 179Q: 39 clusters Score -2.259484e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 60716 members 
Mstep: Class 3 contains 11890 members 
Mstep: Class 4 contains 41712 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 179197 members 
Mstep: Class 7 contains 35554 members 
Mstep: Class 8 contains 32003 members 
Mstep: Class 9 contains 20228 members 
Mstep: Class 10 contains 56448 members 
Mstep: Class 11 contains 107345 members 
Mstep: Class 12 contains 244072 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 41711 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 121358 members 
Mstep: Class 18 contains 24515 members 
Mstep: Class 19 contains 14396 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 168662 members 
Mstep: Class 23 contains 13771 members 
Mstep: Class 24 contains 34959 members 
Mstep: Class 25 contains 3440 members 
Mstep: Class 26 contains 252512 members 
Mstep: Class 27 contains 6492 members 
Mstep: Class 28 contains 9853 members 
Mstep: Class 29 contains 49833 members 
Mstep: Class 30 contains 224247 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41573 members 
Mstep: Class 33 contains 16227 members 
Mstep: Class 34 contains 7365 members 
Mstep: Class 35 contains 75676 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949264.000000 Penalty: 136791.531250
Iteration 180F: 39 clusters Score -2.259493e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 60720 members 
Mstep: Class 3 contains 11901 members 
Mstep: Class 4 contains 41697 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179189 members 
Mstep: Class 7 contains 35558 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 20230 members 
Mstep: Class 10 contains 56424 members 
Mstep: Class 11 contains 107333 members 
Mstep: Class 12 contains 244066 members 
Mstep: Class 13 contains 21851 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 42734 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 121316 members 
Mstep: Class 18 contains 24500 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9175 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 168683 members 
Mstep: Class 23 contains 13773 members 
Mstep: Class 24 contains 34961 members 
Mstep: Class 25 contains 3442 members 
Mstep: Class 26 contains 251834 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9856 members 
Mstep: Class 29 contains 49831 members 
Mstep: Class 30 contains 224234 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41465 members 
Mstep: Class 33 contains 16209 members 
Mstep: Class 34 contains 7399 members 
Mstep: Class 35 contains 75495 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949296.000000 Penalty: 136791.531250
Iteration 181Q: 39 clusters Score -2.259493e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 60724 members 
Mstep: Class 3 contains 11907 members 
Mstep: Class 4 contains 41673 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 179183 members 
Mstep: Class 7 contains 35558 members 
Mstep: Class 8 contains 31999 members 
Mstep: Class 9 contains 20246 members 
Mstep: Class 10 contains 56398 members 
Mstep: Class 11 contains 107327 members 
Mstep: Class 12 contains 244060 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 43804 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 121281 members 
Mstep: Class 18 contains 24487 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7850 members 
Mstep: Class 22 contains 168686 members 
Mstep: Class 23 contains 13774 members 
Mstep: Class 24 contains 34962 members 
Mstep: Class 25 contains 3444 members 
Mstep: Class 26 contains 251109 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9858 members 
Mstep: Class 29 contains 49827 members 
Mstep: Class 30 contains 224221 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41378 members 
Mstep: Class 33 contains 16198 members 
Mstep: Class 34 contains 7429 members 
Mstep: Class 35 contains 75304 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950032.000000 Penalty: 136791.531250
Iteration 182Q: 39 clusters Score -2.2595e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 60727 members 
Mstep: Class 3 contains 11907 members 
Mstep: Class 4 contains 41668 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179179 members 
Mstep: Class 7 contains 35565 members 
Mstep: Class 8 contains 32000 members 
Mstep: Class 9 contains 20245 members 
Mstep: Class 10 contains 56369 members 
Mstep: Class 11 contains 107317 members 
Mstep: Class 12 contains 244054 members 
Mstep: Class 13 contains 21858 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 44951 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 121224 members 
Mstep: Class 18 contains 24463 members 
Mstep: Class 19 contains 14397 members 
Mstep: Class 20 contains 9176 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 168683 members 
Mstep: Class 23 contains 13774 members 
Mstep: Class 24 contains 34962 members 
Mstep: Class 25 contains 3444 members 
Mstep: Class 26 contains 250374 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 49825 members 
Mstep: Class 30 contains 224218 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41292 members 
Mstep: Class 33 contains 16190 members 
Mstep: Class 34 contains 7453 members 
Mstep: Class 35 contains 75073 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950800.000000 Penalty: 136791.531250
Iteration 183Q: 39 clusters Score -2.259508e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 60734 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 41659 members 
Mstep: Class 5 contains 23803 members 
Mstep: Class 6 contains 179172 members 
Mstep: Class 7 contains 35568 members 
Mstep: Class 8 contains 32003 members 
Mstep: Class 9 contains 20254 members 
Mstep: Class 10 contains 56336 members 
Mstep: Class 11 contains 107304 members 
Mstep: Class 12 contains 244053 members 
Mstep: Class 13 contains 21863 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 46195 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 121170 members 
Mstep: Class 18 contains 24438 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 168678 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 34967 members 
Mstep: Class 25 contains 3445 members 
Mstep: Class 26 contains 249626 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 49815 members 
Mstep: Class 30 contains 224216 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41221 members 
Mstep: Class 33 contains 16185 members 
Mstep: Class 34 contains 7474 members 
Mstep: Class 35 contains 74742 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951568.000000 Penalty: 136791.531250
Iteration 184Q: 39 clusters Score -2.259516e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 60739 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 41650 members 
Mstep: Class 5 contains 23803 members 
Mstep: Class 6 contains 179166 members 
Mstep: Class 7 contains 35567 members 
Mstep: Class 8 contains 32009 members 
Mstep: Class 9 contains 20264 members 
Mstep: Class 10 contains 56313 members 
Mstep: Class 11 contains 107293 members 
Mstep: Class 12 contains 244057 members 
Mstep: Class 13 contains 21867 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 47551 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 121119 members 
Mstep: Class 18 contains 24406 members 
Mstep: Class 19 contains 14403 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7854 members 
Mstep: Class 22 contains 168679 members 
Mstep: Class 23 contains 13778 members 
Mstep: Class 24 contains 34963 members 
Mstep: Class 25 contains 3448 members 
Mstep: Class 26 contains 248832 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 49789 members 
Mstep: Class 30 contains 224220 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41162 members 
Mstep: Class 33 contains 16178 members 
Mstep: Class 34 contains 7496 members 
Mstep: Class 35 contains 74333 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952240.000000 Penalty: 136791.531250
Iteration 185Q: 39 clusters Score -2.259522e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 60745 members 
Mstep: Class 3 contains 11918 members 
Mstep: Class 4 contains 41645 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179151 members 
Mstep: Class 7 contains 35568 members 
Mstep: Class 8 contains 32018 members 
Mstep: Class 9 contains 20274 members 
Mstep: Class 10 contains 56288 members 
Mstep: Class 11 contains 107294 members 
Mstep: Class 12 contains 244058 members 
Mstep: Class 13 contains 21869 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 48949 members 
Mstep: Class 16 contains 24050 members 
Mstep: Class 17 contains 121073 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 14406 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 168675 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 34969 members 
Mstep: Class 25 contains 3450 members 
Mstep: Class 26 contains 248046 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 49772 members 
Mstep: Class 30 contains 224235 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41104 members 
Mstep: Class 33 contains 16169 members 
Mstep: Class 34 contains 7510 members 
Mstep: Class 35 contains 73857 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953056.000000 Penalty: 136791.531250
Iteration 186Q: 39 clusters Score -2.259531e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 60751 members 
Mstep: Class 3 contains 11916 members 
Mstep: Class 4 contains 41640 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179151 members 
Mstep: Class 7 contains 35575 members 
Mstep: Class 8 contains 32021 members 
Mstep: Class 9 contains 20284 members 
Mstep: Class 10 contains 56267 members 
Mstep: Class 11 contains 107280 members 
Mstep: Class 12 contains 244058 members 
Mstep: Class 13 contains 21872 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 50491 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 121029 members 
Mstep: Class 18 contains 24342 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 168673 members 
Mstep: Class 23 contains 13770 members 
Mstep: Class 24 contains 34973 members 
Mstep: Class 25 contains 3454 members 
Mstep: Class 26 contains 247206 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 49739 members 
Mstep: Class 30 contains 224234 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41045 members 
Mstep: Class 33 contains 16160 members 
Mstep: Class 34 contains 7529 members 
Mstep: Class 35 contains 73307 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953696.000000 Penalty: 136791.531250
Iteration 187Q: 39 clusters Score -2.259537e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 60748 members 
Mstep: Class 3 contains 11916 members 
Mstep: Class 4 contains 41627 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 179143 members 
Mstep: Class 7 contains 35578 members 
Mstep: Class 8 contains 32024 members 
Mstep: Class 9 contains 20289 members 
Mstep: Class 10 contains 56256 members 
Mstep: Class 11 contains 107260 members 
Mstep: Class 12 contains 244059 members 
Mstep: Class 13 contains 21873 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 52108 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 120989 members 
Mstep: Class 18 contains 24316 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 22 contains 168649 members 
Mstep: Class 23 contains 13770 members 
Mstep: Class 24 contains 34986 members 
Mstep: Class 25 contains 3462 members 
Mstep: Class 26 contains 246310 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 49704 members 
Mstep: Class 30 contains 224237 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 41008 members 
Mstep: Class 33 contains 16148 members 
Mstep: Class 34 contains 7543 members 
Mstep: Class 35 contains 72752 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954224.000000 Penalty: 136791.531250
Iteration 188Q: 39 clusters Score -2.259542e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 60748 members 
Mstep: Class 3 contains 11915 members 
Mstep: Class 4 contains 41622 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179129 members 
Mstep: Class 7 contains 35579 members 
Mstep: Class 8 contains 32031 members 
Mstep: Class 9 contains 20291 members 
Mstep: Class 10 contains 56236 members 
Mstep: Class 11 contains 107238 members 
Mstep: Class 12 contains 244069 members 
Mstep: Class 13 contains 21870 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 53769 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 120933 members 
Mstep: Class 18 contains 24298 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7847 members 
Mstep: Class 22 contains 168617 members 
Mstep: Class 23 contains 13772 members 
Mstep: Class 24 contains 34994 members 
Mstep: Class 25 contains 3465 members 
Mstep: Class 26 contains 245411 members 
Mstep: Class 27 contains 6493 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 49655 members 
Mstep: Class 30 contains 224247 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40970 members 
Mstep: Class 33 contains 16145 members 
Mstep: Class 34 contains 7569 members 
Mstep: Class 35 contains 72171 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954448.000000 Penalty: 136791.531250
Iteration 189Q: 39 clusters Score -2.259544e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 60749 members 
Mstep: Class 3 contains 11918 members 
Mstep: Class 4 contains 41621 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179125 members 
Mstep: Class 7 contains 35580 members 
Mstep: Class 8 contains 32039 members 
Mstep: Class 9 contains 20295 members 
Mstep: Class 10 contains 56203 members 
Mstep: Class 11 contains 107219 members 
Mstep: Class 12 contains 244067 members 
Mstep: Class 13 contains 21872 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 55483 members 
Mstep: Class 16 contains 24042 members 
Mstep: Class 17 contains 120892 members 
Mstep: Class 18 contains 24285 members 
Mstep: Class 19 contains 14408 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7846 members 
Mstep: Class 22 contains 168611 members 
Mstep: Class 23 contains 13773 members 
Mstep: Class 24 contains 35000 members 
Mstep: Class 25 contains 3470 members 
Mstep: Class 26 contains 244436 members 
Mstep: Class 27 contains 6494 members 
Mstep: Class 28 contains 9858 members 
Mstep: Class 29 contains 49593 members 
Mstep: Class 30 contains 224253 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40935 members 
Mstep: Class 33 contains 16140 members 
Mstep: Class 34 contains 7590 members 
Mstep: Class 35 contains 71585 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954992.000000 Penalty: 136791.531250
Iteration 190Q: 39 clusters Score -2.25955e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 60750 members 
Mstep: Class 3 contains 11924 members 
Mstep: Class 4 contains 41618 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 179119 members 
Mstep: Class 7 contains 35582 members 
Mstep: Class 8 contains 32049 members 
Mstep: Class 9 contains 20306 members 
Mstep: Class 10 contains 56163 members 
Mstep: Class 11 contains 107199 members 
Mstep: Class 12 contains 244072 members 
Mstep: Class 13 contains 21881 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 57257 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 120856 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7847 members 
Mstep: Class 22 contains 168591 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 35001 members 
Mstep: Class 25 contains 3471 members 
Mstep: Class 26 contains 243474 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 9858 members 
Mstep: Class 29 contains 49505 members 
Mstep: Class 30 contains 224264 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40890 members 
Mstep: Class 33 contains 16133 members 
Mstep: Class 34 contains 7607 members 
Mstep: Class 35 contains 70970 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955616.000000 Penalty: 136791.531250
Iteration 191Q: 39 clusters Score -2.259556e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 60754 members 
Mstep: Class 3 contains 11933 members 
Mstep: Class 4 contains 41624 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 179114 members 
Mstep: Class 7 contains 35586 members 
Mstep: Class 8 contains 32053 members 
Mstep: Class 9 contains 20319 members 
Mstep: Class 10 contains 56106 members 
Mstep: Class 11 contains 107188 members 
Mstep: Class 12 contains 244067 members 
Mstep: Class 13 contains 21890 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 59068 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 120820 members 
Mstep: Class 18 contains 24224 members 
Mstep: Class 19 contains 14410 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7847 members 
Mstep: Class 22 contains 168581 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35000 members 
Mstep: Class 25 contains 3471 members 
Mstep: Class 26 contains 242478 members 
Mstep: Class 27 contains 6495 members 
Mstep: Class 28 contains 9858 members 
Mstep: Class 29 contains 49411 members 
Mstep: Class 30 contains 224271 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40845 members 
Mstep: Class 33 contains 16124 members 
Mstep: Class 34 contains 7633 members 
Mstep: Class 35 contains 70359 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956448.000000 Penalty: 136791.531250
Iteration 192Q: 39 clusters Score -2.259564e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 11941 members 
Mstep: Class 4 contains 41622 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 179101 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 32055 members 
Mstep: Class 9 contains 20329 members 
Mstep: Class 10 contains 56074 members 
Mstep: Class 11 contains 107171 members 
Mstep: Class 12 contains 244072 members 
Mstep: Class 13 contains 21893 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 60965 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 120781 members 
Mstep: Class 18 contains 24203 members 
Mstep: Class 19 contains 14411 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7847 members 
Mstep: Class 22 contains 168557 members 
Mstep: Class 23 contains 13786 members 
Mstep: Class 24 contains 35001 members 
Mstep: Class 25 contains 3472 members 
Mstep: Class 26 contains 241473 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 49303 members 
Mstep: Class 30 contains 224277 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40813 members 
Mstep: Class 33 contains 16116 members 
Mstep: Class 34 contains 7656 members 
Mstep: Class 35 contains 69683 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957344.000000 Penalty: 136791.531250
Iteration 193Q: 39 clusters Score -2.259573e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 60762 members 
Mstep: Class 3 contains 11942 members 
Mstep: Class 4 contains 41616 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 179095 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 32062 members 
Mstep: Class 9 contains 20335 members 
Mstep: Class 10 contains 56046 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 244075 members 
Mstep: Class 13 contains 21894 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 62928 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 120745 members 
Mstep: Class 18 contains 24193 members 
Mstep: Class 19 contains 14411 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 22 contains 168533 members 
Mstep: Class 23 contains 13787 members 
Mstep: Class 24 contains 35003 members 
Mstep: Class 25 contains 3472 members 
Mstep: Class 26 contains 240423 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 49180 members 
Mstep: Class 30 contains 224287 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40786 members 
Mstep: Class 33 contains 16113 members 
Mstep: Class 34 contains 7677 members 
Mstep: Class 35 contains 68976 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957680.000000 Penalty: 136791.531250
Iteration 194Q: 39 clusters Score -2.259577e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 60762 members 
Mstep: Class 3 contains 11945 members 
Mstep: Class 4 contains 41611 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179087 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 32071 members 
Mstep: Class 9 contains 20333 members 
Mstep: Class 10 contains 56007 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 244072 members 
Mstep: Class 13 contains 21898 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 64986 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 120700 members 
Mstep: Class 18 contains 24173 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 168505 members 
Mstep: Class 23 contains 13789 members 
Mstep: Class 24 contains 35007 members 
Mstep: Class 25 contains 3473 members 
Mstep: Class 26 contains 239342 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 49047 members 
Mstep: Class 30 contains 224299 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40744 members 
Mstep: Class 33 contains 16115 members 
Mstep: Class 34 contains 7686 members 
Mstep: Class 35 contains 68268 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959008.000000 Penalty: 136791.531250
Iteration 195Q: 39 clusters Score -2.25959e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 60761 members 
Mstep: Class 3 contains 11952 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 179077 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 32076 members 
Mstep: Class 9 contains 20328 members 
Mstep: Class 10 contains 55954 members 
Mstep: Class 11 contains 107157 members 
Mstep: Class 12 contains 244071 members 
Mstep: Class 13 contains 21904 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 67114 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 120646 members 
Mstep: Class 18 contains 24161 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9177 members 
Mstep: Class 21 contains 7849 members 
Mstep: Class 22 contains 168490 members 
Mstep: Class 23 contains 13790 members 
Mstep: Class 24 contains 35008 members 
Mstep: Class 25 contains 3474 members 
Mstep: Class 26 contains 238217 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 48932 members 
Mstep: Class 30 contains 224318 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40688 members 
Mstep: Class 33 contains 16109 members 
Mstep: Class 34 contains 7702 members 
Mstep: Class 35 contains 67548 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959344.000000 Penalty: 136791.531250
Iteration 196Q: 39 clusters Score -2.259593e+08 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 60766 members 
Mstep: Class 3 contains 11955 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 179066 members 
Mstep: Class 7 contains 35585 members 
Mstep: Class 8 contains 32077 members 
Mstep: Class 9 contains 20327 members 
Mstep: Class 10 contains 55903 members 
Mstep: Class 11 contains 107156 members 
Mstep: Class 12 contains 244086 members 
Mstep: Class 13 contains 21905 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 69280 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 120592 members 
Mstep: Class 18 contains 24137 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9178 members 
Mstep: Class 21 contains 7852 members 
Mstep: Class 22 contains 168451 members 
Mstep: Class 23 contains 13788 members 
Mstep: Class 24 contains 35007 members 
Mstep: Class 25 contains 3475 members 
Mstep: Class 26 contains 237050 members 
Mstep: Class 27 contains 6496 members 
Mstep: Class 28 contains 9859 members 
Mstep: Class 29 contains 48782 members 
Mstep: Class 30 contains 224327 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40632 members 
Mstep: Class 33 contains 16102 members 
Mstep: Class 34 contains 7724 members 
Mstep: Class 35 contains 66881 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961216.000000 Penalty: 136791.531250
Iteration 197Q: 39 clusters Score -2.259612e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 60768 members 
Mstep: Class 3 contains 11962 members 
Mstep: Class 4 contains 41592 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 179057 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 32085 members 
Mstep: Class 9 contains 20322 members 
Mstep: Class 10 contains 55844 members 
Mstep: Class 11 contains 107153 members 
Mstep: Class 12 contains 244092 members 
Mstep: Class 13 contains 21910 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 71351 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 120538 members 
Mstep: Class 18 contains 24116 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9179 members 
Mstep: Class 21 contains 7851 members 
Mstep: Class 22 contains 168447 members 
Mstep: Class 23 contains 13785 members 
Mstep: Class 24 contains 35009 members 
Mstep: Class 25 contains 3478 members 
Mstep: Class 26 contains 235876 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 9862 members 
Mstep: Class 29 contains 48639 members 
Mstep: Class 30 contains 224326 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40593 members 
Mstep: Class 33 contains 16089 members 
Mstep: Class 34 contains 7747 members 
Mstep: Class 35 contains 66276 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962112.000000 Penalty: 136791.531250
Iteration 198Q: 39 clusters Score -2.259621e+08 nChanged 3077
Entering ConstructFrom: 
Score: -225962112.000000 Penalty: 136791.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Entering Unmasked Estep 
Score: -1779964.375000 Penalty: 2395.667725
	Iteration 0F: 2 clusters Score -1779964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1768628.875000 Penalty: 4791.335449
	Iteration 0F: 3 clusters Score -1768629 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1772261.875000 Penalty: 4791.335449
	Iteration 1F: 3 clusters Score -1772262 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1772792.250000 Penalty: 4791.335449
	Iteration 2F: 3 clusters Score -1772792 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1773411.375000 Penalty: 4791.335449
	Iteration 3F: 3 clusters Score -1773411 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1774131.500000 Penalty: 4791.335449
	Iteration 4F: 3 clusters Score -1774132 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1774828.875000 Penalty: 4791.335449
	Iteration 5F: 3 clusters Score -1774829 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1775421.750000 Penalty: 4791.335449
	Iteration 6F: 3 clusters Score -1775422 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1775908.875000 Penalty: 4791.335449
	Iteration 7F: 3 clusters Score -1775909 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1776256.375000 Penalty: 4791.335449
	Iteration 8Q: 3 clusters Score -1776256 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1776505.000000 Penalty: 4791.335449
	Iteration 9Q: 3 clusters Score -1776505 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1776699.125000 Penalty: 4791.335449
	Iteration 10Q: 3 clusters Score -1776699 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1776832.375000 Penalty: 4791.335449
	Iteration 11Q: 3 clusters Score -1776832 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1776943.000000 Penalty: 4791.335449
	Iteration 12Q: 3 clusters Score -1776943 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1777047.000000 Penalty: 4791.335449
	Iteration 13Q: 3 clusters Score -1777047 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1777134.125000 Penalty: 4791.335449
	Iteration 14Q: 3 clusters Score -1777134 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1777234.375000 Penalty: 4791.335449
	Iteration 15Q: 3 clusters Score -1777234 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1777351.000000 Penalty: 4791.335449
	Iteration 16Q: 3 clusters Score -1777351 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1777462.000000 Penalty: 4791.335449
	Iteration 17Q: 3 clusters Score -1777462 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1777591.375000 Penalty: 4791.335449
	Iteration 18Q: 3 clusters Score -1777591 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1777716.750000 Penalty: 4791.335449
	Iteration 19Q: 3 clusters Score -1777717 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1777837.250000 Penalty: 4791.335449
	Iteration 20F: 3 clusters Score -1777837 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1777938.375000 Penalty: 4791.335449
	Iteration 21Q: 3 clusters Score -1777938 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1778032.000000 Penalty: 4791.335449
	Iteration 22Q: 3 clusters Score -1778032 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1778088.125000 Penalty: 4791.335449
	Iteration 23Q: 3 clusters Score -1778088 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1778139.875000 Penalty: 4791.335449
	Iteration 24Q: 3 clusters Score -1778140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1778172.750000 Penalty: 4791.335449
	Iteration 25Q: 3 clusters Score -1778173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1778208.125000 Penalty: 4791.335449
	Iteration 26Q: 3 clusters Score -1778208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1778230.875000 Penalty: 4791.335449
	Iteration 27Q: 3 clusters Score -1778231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1778252.500000 Penalty: 4791.335449
	Iteration 28Q: 3 clusters Score -1778252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1778263.375000 Penalty: 4791.335449
	Iteration 29Q: 3 clusters Score -1778263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1778284.500000 Penalty: 4791.335449
	Iteration 30Q: 3 clusters Score -1778284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1778291.375000 Penalty: 4791.335449
	Iteration 31Q: 3 clusters Score -1778291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1778302.625000 Penalty: 4791.335449
	Iteration 32Q: 3 clusters Score -1778303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1778318.250000 Penalty: 4791.335449
	Iteration 33Q: 3 clusters Score -1778318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1778325.750000 Penalty: 4791.335449
	Iteration 34Q: 3 clusters Score -1778326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1778327.625000 Penalty: 4791.335449
	Iteration 35Q: 3 clusters Score -1778328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1778337.125000 Penalty: 4791.335449
	Iteration 36Q: 3 clusters Score -1778337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1778340.750000 Penalty: 4791.335449
	Iteration 37Q: 3 clusters Score -1778341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1778336.750000 Penalty: 4791.335449
	Iteration 38Q: 3 clusters Score -1778337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1778339.500000 Penalty: 4791.335449
	Iteration 39Q: 3 clusters Score -1778340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1778343.000000 Penalty: 4791.335449
	Iteration 40F: 3 clusters Score -1778343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1778344.875000 Penalty: 4791.335449
	Iteration 41Q: 3 clusters Score -1778345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1778347.125000 Penalty: 4791.335449
	Iteration 42Q: 3 clusters Score -1778347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1778348.125000 Penalty: 4791.335449
	Iteration 43Q: 3 clusters Score -1778348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1778354.625000 Penalty: 4791.335449
	Iteration 44Q: 3 clusters Score -1778355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1778360.875000 Penalty: 4791.335449
	Iteration 45Q: 3 clusters Score -1778361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1778373.000000 Penalty: 4791.335449
	Iteration 46Q: 3 clusters Score -1778373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1778376.125000 Penalty: 4791.335449
	Iteration 47Q: 3 clusters Score -1778376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1778378.125000 Penalty: 4791.335449
	Iteration 48Q: 3 clusters Score -1778378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1778379.500000 Penalty: 4791.335449
	Iteration 49Q: 3 clusters Score -1778380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1778387.125000 Penalty: 4791.335449
	Iteration 50Q: 3 clusters Score -1778387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1778386.625000 Penalty: 4791.335449
	Iteration 51Q: 3 clusters Score -1778387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1778392.125000 Penalty: 4791.335449
	Iteration 52Q: 3 clusters Score -1778392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1778391.125000 Penalty: 4791.335449
	Iteration 53Q: 3 clusters Score -1778391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1778394.375000 Penalty: 4791.335449
	Iteration 54Q: 3 clusters Score -1778394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1778396.000000 Penalty: 4791.335449
	Iteration 55Q: 3 clusters Score -1778396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1778397.250000 Penalty: 4791.335449
	Iteration 56Q: 3 clusters Score -1778397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1778401.875000 Penalty: 4791.335449
	Iteration 57Q: 3 clusters Score -1778402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1778405.750000 Penalty: 4791.335449
	Iteration 58Q: 3 clusters Score -1778406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1778408.250000 Penalty: 4791.335449
	Iteration 59Q: 3 clusters Score -1778408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1778412.250000 Penalty: 4791.335449
	Iteration 60F: 3 clusters Score -1778412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1778413.125000 Penalty: 4791.335449
	Iteration 61Q: 3 clusters Score -1778413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1778414.125000 Penalty: 4791.335449
	Iteration 62Q: 3 clusters Score -1778414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1778413.875000 Penalty: 4791.335449
	Iteration 63Q: 3 clusters Score -1778414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1778415.750000 Penalty: 4791.335449
	Iteration 64Q: 3 clusters Score -1778416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1778415.375000 Penalty: 4791.335449
	Iteration 65Q: 3 clusters Score -1778415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1778415.250000 Penalty: 4791.335449
	Iteration 66Q: 3 clusters Score -1778415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1778420.000000 Penalty: 4791.335449
	Iteration 67Q: 3 clusters Score -1778420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1778420.250000 Penalty: 4791.335449
	Iteration 68Q: 3 clusters Score -1778420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1778423.750000 Penalty: 4791.335449
	Iteration 69Q: 3 clusters Score -1778424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1778422.625000 Penalty: 4791.335449
	Iteration 70Q: 3 clusters Score -1778423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1778423.625000 Penalty: 4791.335449
	Iteration 71Q: 3 clusters Score -1778424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1778425.875000 Penalty: 4791.335449
	Iteration 72Q: 3 clusters Score -1778426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1778427.375000 Penalty: 4791.335449
	Iteration 73Q: 3 clusters Score -1778427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1778427.000000 Penalty: 4791.335449
	Iteration 74Q: 3 clusters Score -1778427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1778428.250000 Penalty: 4791.335449
	Iteration 75Q: 3 clusters Score -1778428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1778429.500000 Penalty: 4791.335449
	Iteration 76Q: 3 clusters Score -1778430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1778429.125000 Penalty: 4791.335449
	Iteration 77Q: 3 clusters Score -1778429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1778429.625000 Penalty: 4791.335449
	Iteration 78Q: 3 clusters Score -1778430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1778429.500000 Penalty: 4791.335449
	Iteration 79Q: 3 clusters Score -1778430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1778430.250000 Penalty: 4791.335449
	Iteration 80F: 3 clusters Score -1778430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Entering Unmasked Estep 
Score: -7046123.000000 Penalty: 2731.679199
	Iteration 0F: 2 clusters Score -7046123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -7005203.500000 Penalty: 5463.358398
	Iteration 0F: 3 clusters Score -7005204 nChanged 28430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -7021294.000000 Penalty: 5463.358398
	Iteration 1F: 3 clusters Score -7021294 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -7022234.000000 Penalty: 5463.358398
	Iteration 2Q: 3 clusters Score -7022234 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -7023308.500000 Penalty: 5463.358398
	Iteration 3Q: 3 clusters Score -7023308 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -7024895.000000 Penalty: 5463.358398
	Iteration 4F: 3 clusters Score -7024895 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -7027013.500000 Penalty: 5463.358398
	Iteration 5F: 3 clusters Score -7027014 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -7029459.000000 Penalty: 5463.358398
	Iteration 6F: 3 clusters Score -7029459 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -7031692.000000 Penalty: 5463.358398
	Iteration 7F: 3 clusters Score -7031692 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -7033325.500000 Penalty: 5463.358398
	Iteration 8F: 3 clusters Score -7033326 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -7034257.500000 Penalty: 5463.358398
	Iteration 9Q: 3 clusters Score -7034258 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -7034849.500000 Penalty: 5463.358398
	Iteration 10Q: 3 clusters Score -7034850 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -7035277.000000 Penalty: 5463.358398
	Iteration 11Q: 3 clusters Score -7035277 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -7035600.500000 Penalty: 5463.358398
	Iteration 12Q: 3 clusters Score -7035600 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -7035933.500000 Penalty: 5463.358398
	Iteration 13Q: 3 clusters Score -7035934 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -7036242.500000 Penalty: 5463.358398
	Iteration 14Q: 3 clusters Score -7036242 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -7036574.000000 Penalty: 5463.358398
	Iteration 15Q: 3 clusters Score -7036574 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -7037012.500000 Penalty: 5463.358398
	Iteration 16Q: 3 clusters Score -7037012 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -7037422.000000 Penalty: 5463.358398
	Iteration 17Q: 3 clusters Score -7037422 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -7037964.500000 Penalty: 5463.358398
	Iteration 18Q: 3 clusters Score -7037964 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -7038615.500000 Penalty: 5463.358398
	Iteration 19Q: 3 clusters Score -7038616 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -7039376.000000 Penalty: 5463.358398
	Iteration 20F: 3 clusters Score -7039376 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -7040115.500000 Penalty: 5463.358398
	Iteration 21Q: 3 clusters Score -7040116 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -7040815.500000 Penalty: 5463.358398
	Iteration 22Q: 3 clusters Score -7040816 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -7041409.500000 Penalty: 5463.358398
	Iteration 23Q: 3 clusters Score -7041410 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -7041932.000000 Penalty: 5463.358398
	Iteration 24Q: 3 clusters Score -7041932 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -7042398.500000 Penalty: 5463.358398
	Iteration 25Q: 3 clusters Score -7042398 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -7042803.500000 Penalty: 5463.358398
	Iteration 26Q: 3 clusters Score -7042804 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -7043080.500000 Penalty: 5463.358398
	Iteration 27Q: 3 clusters Score -7043080 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -7043325.500000 Penalty: 5463.358398
	Iteration 28Q: 3 clusters Score -7043326 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57219 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7043480.000000 Penalty: 5463.358398
	Iteration 29Q: 3 clusters Score -7043480 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7043593.500000 Penalty: 5463.358398
	Iteration 30Q: 3 clusters Score -7043594 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7043692.000000 Penalty: 5463.358398
	Iteration 31Q: 3 clusters Score -7043692 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7043726.500000 Penalty: 5463.358398
	Iteration 32Q: 3 clusters Score -7043726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7043774.500000 Penalty: 5463.358398
	Iteration 33Q: 3 clusters Score -7043774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7043829.000000 Penalty: 5463.358398
	Iteration 34Q: 3 clusters Score -7043829 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7043843.500000 Penalty: 5463.358398
	Iteration 35Q: 3 clusters Score -7043844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7043873.000000 Penalty: 5463.358398
	Iteration 36Q: 3 clusters Score -7043873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7043887.500000 Penalty: 5463.358398
	Iteration 37Q: 3 clusters Score -7043888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7043921.500000 Penalty: 5463.358398
	Iteration 38Q: 3 clusters Score -7043922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7043960.500000 Penalty: 5463.358398
	Iteration 39Q: 3 clusters Score -7043960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7043971.500000 Penalty: 5463.358398
	Iteration 40F: 3 clusters Score -7043972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7043977.000000 Penalty: 5463.358398
	Iteration 41Q: 3 clusters Score -7043977 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7044001.500000 Penalty: 5463.358398
	Iteration 42Q: 3 clusters Score -7044002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7044019.500000 Penalty: 5463.358398
	Iteration 43Q: 3 clusters Score -7044020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7044021.000000 Penalty: 5463.358398
	Iteration 44Q: 3 clusters Score -7044021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7044031.500000 Penalty: 5463.358398
	Iteration 45Q: 3 clusters Score -7044032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7044042.500000 Penalty: 5463.358398
	Iteration 46Q: 3 clusters Score -7044042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7044051.500000 Penalty: 5463.358398
	Iteration 47Q: 3 clusters Score -7044052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7044054.000000 Penalty: 5463.358398
	Iteration 48Q: 3 clusters Score -7044054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7044057.000000 Penalty: 5463.358398
	Iteration 49Q: 3 clusters Score -7044057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7044056.000000 Penalty: 5463.358398
	Iteration 50Q: 3 clusters Score -7044056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7044050.000000 Penalty: 5463.358398
	Iteration 51Q: 3 clusters Score -7044050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58988 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7044058.500000 Penalty: 5463.358398
	Iteration 52Q: 3 clusters Score -7044058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7044063.000000 Penalty: 5463.358398
	Iteration 53Q: 3 clusters Score -7044063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7044060.000000 Penalty: 5463.358398
	Iteration 54Q: 3 clusters Score -7044060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7044062.500000 Penalty: 5463.358398
	Iteration 55Q: 3 clusters Score -7044062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7044062.000000 Penalty: 5463.358398
	Iteration 56Q: 3 clusters Score -7044062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7044063.000000 Penalty: 5463.358398
	Iteration 57Q: 3 clusters Score -7044063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7044062.500000 Penalty: 5463.358398
	Iteration 58Q: 3 clusters Score -7044062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7044062.500000 Penalty: 5463.358398
	Iteration 59F: 3 clusters Score -7044062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Entering Unmasked Estep 
Score: -1265267.500000 Penalty: 2328.697266
	Iteration 0F: 2 clusters Score -1265268 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 5972 members 
Entering Unmasked Estep 
Score: -1256302.750000 Penalty: 4657.394531
	Iteration 0F: 3 clusters Score -1256303 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1259160.250000 Penalty: 4657.394531
	Iteration 1F: 3 clusters Score -1259160 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1259652.875000 Penalty: 4657.394531
	Iteration 2F: 3 clusters Score -1259653 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1260072.500000 Penalty: 4657.394531
	Iteration 3F: 3 clusters Score -1260072 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1260461.250000 Penalty: 4657.394531
	Iteration 4F: 3 clusters Score -1260461 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1260860.875000 Penalty: 4657.394531
	Iteration 5F: 3 clusters Score -1260861 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1261308.000000 Penalty: 4657.394531
	Iteration 6F: 3 clusters Score -1261308 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1261719.000000 Penalty: 4657.394531
	Iteration 7F: 3 clusters Score -1261719 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1262080.875000 Penalty: 4657.394531
	Iteration 8Q: 3 clusters Score -1262081 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1262362.750000 Penalty: 4657.394531
	Iteration 9Q: 3 clusters Score -1262363 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1262606.625000 Penalty: 4657.394531
	Iteration 10Q: 3 clusters Score -1262607 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1262799.625000 Penalty: 4657.394531
	Iteration 11Q: 3 clusters Score -1262800 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1262939.625000 Penalty: 4657.394531
	Iteration 12Q: 3 clusters Score -1262940 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1263071.875000 Penalty: 4657.394531
	Iteration 13Q: 3 clusters Score -1263072 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1263194.125000 Penalty: 4657.394531
	Iteration 14Q: 3 clusters Score -1263194 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1263288.125000 Penalty: 4657.394531
	Iteration 15Q: 3 clusters Score -1263288 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1263396.000000 Penalty: 4657.394531
	Iteration 16Q: 3 clusters Score -1263396 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1263483.125000 Penalty: 4657.394531
	Iteration 17Q: 3 clusters Score -1263483 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1263558.125000 Penalty: 4657.394531
	Iteration 18Q: 3 clusters Score -1263558 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1263616.750000 Penalty: 4657.394531
	Iteration 19Q: 3 clusters Score -1263617 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1263668.750000 Penalty: 4657.394531
	Iteration 20F: 3 clusters Score -1263669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1263714.250000 Penalty: 4657.394531
	Iteration 21Q: 3 clusters Score -1263714 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1263753.500000 Penalty: 4657.394531
	Iteration 22Q: 3 clusters Score -1263754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1263784.250000 Penalty: 4657.394531
	Iteration 23Q: 3 clusters Score -1263784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1263815.375000 Penalty: 4657.394531
	Iteration 24Q: 3 clusters Score -1263815 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1263837.000000 Penalty: 4657.394531
	Iteration 25Q: 3 clusters Score -1263837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1263848.875000 Penalty: 4657.394531
	Iteration 26Q: 3 clusters Score -1263849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1263859.250000 Penalty: 4657.394531
	Iteration 27Q: 3 clusters Score -1263859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1263865.000000 Penalty: 4657.394531
	Iteration 28Q: 3 clusters Score -1263865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1263869.500000 Penalty: 4657.394531
	Iteration 29Q: 3 clusters Score -1263870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1263878.000000 Penalty: 4657.394531
	Iteration 30Q: 3 clusters Score -1263878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1263879.500000 Penalty: 4657.394531
	Iteration 31Q: 3 clusters Score -1263880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1263891.000000 Penalty: 4657.394531
	Iteration 32Q: 3 clusters Score -1263891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1263891.750000 Penalty: 4657.394531
	Iteration 33Q: 3 clusters Score -1263892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1263895.000000 Penalty: 4657.394531
	Iteration 34Q: 3 clusters Score -1263895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1263901.750000 Penalty: 4657.394531
	Iteration 35Q: 3 clusters Score -1263902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1263904.250000 Penalty: 4657.394531
	Iteration 36Q: 3 clusters Score -1263904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1263907.500000 Penalty: 4657.394531
	Iteration 37Q: 3 clusters Score -1263908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1263908.875000 Penalty: 4657.394531
	Iteration 38Q: 3 clusters Score -1263909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1263910.875000 Penalty: 4657.394531
	Iteration 39Q: 3 clusters Score -1263911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1263913.750000 Penalty: 4657.394531
	Iteration 40F: 3 clusters Score -1263914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1263913.375000 Penalty: 4657.394531
	Iteration 41Q: 3 clusters Score -1263913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1263916.875000 Penalty: 4657.394531
	Iteration 42Q: 3 clusters Score -1263917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1263916.750000 Penalty: 4657.394531
	Iteration 43Q: 3 clusters Score -1263917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1263920.625000 Penalty: 4657.394531
	Iteration 44Q: 3 clusters Score -1263921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1263916.750000 Penalty: 4657.394531
	Iteration 45Q: 3 clusters Score -1263917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1263922.500000 Penalty: 4657.394531
	Iteration 46Q: 3 clusters Score -1263922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1263921.750000 Penalty: 4657.394531
	Iteration 47Q: 3 clusters Score -1263922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1263922.125000 Penalty: 4657.394531
	Iteration 48Q: 3 clusters Score -1263922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1263921.250000 Penalty: 4657.394531
	Iteration 49Q: 3 clusters Score -1263921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1263920.125000 Penalty: 4657.394531
	Iteration 50Q: 3 clusters Score -1263920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1263919.875000 Penalty: 4657.394531
	Iteration 51Q: 3 clusters Score -1263920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1263921.750000 Penalty: 4657.394531
	Iteration 52Q: 3 clusters Score -1263922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1263923.625000 Penalty: 4657.394531
	Iteration 53Q: 3 clusters Score -1263924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1263922.125000 Penalty: 4657.394531
	Iteration 54Q: 3 clusters Score -1263922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1263925.375000 Penalty: 4657.394531
	Iteration 55Q: 3 clusters Score -1263925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1263927.125000 Penalty: 4657.394531
	Iteration 56Q: 3 clusters Score -1263927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1263925.125000 Penalty: 4657.394531
	Iteration 57Q: 3 clusters Score -1263925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1263924.500000 Penalty: 4657.394531
	Iteration 58Q: 3 clusters Score -1263924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1263923.250000 Penalty: 4657.394531
	Iteration 59Q: 3 clusters Score -1263923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1263922.875000 Penalty: 4657.394531
	Iteration 60F: 3 clusters Score -1263923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1263925.125000 Penalty: 4657.394531
	Iteration 61Q: 3 clusters Score -1263925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1263926.125000 Penalty: 4657.394531
	Iteration 62Q: 3 clusters Score -1263926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1263923.000000 Penalty: 4657.394531
	Iteration 63Q: 3 clusters Score -1263923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1263920.875000 Penalty: 4657.394531
	Iteration 64Q: 3 clusters Score -1263921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1263922.000000 Penalty: 4657.394531
	Iteration 65Q: 3 clusters Score -1263922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1263922.375000 Penalty: 4657.394531
	Iteration 66Q: 3 clusters Score -1263922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1263924.375000 Penalty: 4657.394531
	Iteration 67Q: 3 clusters Score -1263924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1263924.750000 Penalty: 4657.394531
	Iteration 68Q: 3 clusters Score -1263925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1263924.125000 Penalty: 4657.394531
	Iteration 69Q: 3 clusters Score -1263924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1263925.125000 Penalty: 4657.394531
	Iteration 70Q: 3 clusters Score -1263925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1263925.500000 Penalty: 4657.394531
	Iteration 71Q: 3 clusters Score -1263926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1263926.250000 Penalty: 4657.394531
	Iteration 72Q: 3 clusters Score -1263926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1263926.750000 Penalty: 4657.394531
	Iteration 73Q: 3 clusters Score -1263927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1263928.125000 Penalty: 4657.394531
	Iteration 74Q: 3 clusters Score -1263928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1263928.125000 Penalty: 4657.394531
	Iteration 75F: 3 clusters Score -1263928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Entering Unmasked Estep 
Score: -4815480.500000 Penalty: 2637.638428
	Iteration 0F: 2 clusters Score -4815480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4787478.000000 Penalty: 5275.276855
	Iteration 0F: 3 clusters Score -4787478 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4797855.000000 Penalty: 5275.276855
	Iteration 1F: 3 clusters Score -4797855 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4798637.500000 Penalty: 5275.276855
	Iteration 2Q: 3 clusters Score -4798638 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4799707.000000 Penalty: 5275.276855
	Iteration 3F: 3 clusters Score -4799707 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4801170.000000 Penalty: 5275.276855
	Iteration 4F: 3 clusters Score -4801170 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4803149.000000 Penalty: 5275.276855
	Iteration 5F: 3 clusters Score -4803149 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4805456.500000 Penalty: 5275.276855
	Iteration 6F: 3 clusters Score -4805456 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4807724.500000 Penalty: 5275.276855
	Iteration 7F: 3 clusters Score -4807724 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -4809603.000000 Penalty: 5275.276855
	Iteration 8F: 3 clusters Score -4809603 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -4810912.000000 Penalty: 5275.276855
	Iteration 9Q: 3 clusters Score -4810912 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -4811803.500000 Penalty: 5275.276855
	Iteration 10Q: 3 clusters Score -4811804 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -4812389.500000 Penalty: 5275.276855
	Iteration 11Q: 3 clusters Score -4812390 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -4812771.500000 Penalty: 5275.276855
	Iteration 12Q: 3 clusters Score -4812772 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -4812980.000000 Penalty: 5275.276855
	Iteration 13Q: 3 clusters Score -4812980 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4813125.500000 Penalty: 5275.276855
	Iteration 14Q: 3 clusters Score -4813126 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4813221.000000 Penalty: 5275.276855
	Iteration 15Q: 3 clusters Score -4813221 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -4813271.000000 Penalty: 5275.276855
	Iteration 16Q: 3 clusters Score -4813271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -4813323.000000 Penalty: 5275.276855
	Iteration 17Q: 3 clusters Score -4813323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -4813358.000000 Penalty: 5275.276855
	Iteration 18Q: 3 clusters Score -4813358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4813378.000000 Penalty: 5275.276855
	Iteration 19Q: 3 clusters Score -4813378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -4813391.500000 Penalty: 5275.276855
	Iteration 20F: 3 clusters Score -4813392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -4813399.000000 Penalty: 5275.276855
	Iteration 21Q: 3 clusters Score -4813399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -4813405.000000 Penalty: 5275.276855
	Iteration 22Q: 3 clusters Score -4813405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4813406.500000 Penalty: 5275.276855
	Iteration 23Q: 3 clusters Score -4813406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -4813413.000000 Penalty: 5275.276855
	Iteration 24Q: 3 clusters Score -4813413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -4813421.500000 Penalty: 5275.276855
	Iteration 25Q: 3 clusters Score -4813422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -4813419.500000 Penalty: 5275.276855
	Iteration 26Q: 3 clusters Score -4813420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4813423.000000 Penalty: 5275.276855
	Iteration 27Q: 3 clusters Score -4813423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4813422.000000 Penalty: 5275.276855
	Iteration 28Q: 3 clusters Score -4813422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -4813425.500000 Penalty: 5275.276855
	Iteration 29Q: 3 clusters Score -4813426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -4813429.000000 Penalty: 5275.276855
	Iteration 30Q: 3 clusters Score -4813429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4813437.500000 Penalty: 5275.276855
	Iteration 31Q: 3 clusters Score -4813438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4813439.000000 Penalty: 5275.276855
	Iteration 32Q: 3 clusters Score -4813439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4813442.000000 Penalty: 5275.276855
	Iteration 33Q: 3 clusters Score -4813442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4813442.000000 Penalty: 5275.276855
	Iteration 34F: 3 clusters Score -4813442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Entering Unmasked Estep 
Score: -2696572.000000 Penalty: 2499.319824
	Iteration 0F: 2 clusters Score -2696572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2680178.750000 Penalty: 4998.639648
	Iteration 0F: 3 clusters Score -2680179 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2685922.250000 Penalty: 4998.639648
	Iteration 1F: 3 clusters Score -2685922 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2686435.000000 Penalty: 4998.639648
	Iteration 2F: 3 clusters Score -2686435 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2686830.750000 Penalty: 4998.639648
	Iteration 3Q: 3 clusters Score -2686831 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2687147.250000 Penalty: 4998.639648
	Iteration 4Q: 3 clusters Score -2687147 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2687421.000000 Penalty: 4998.639648
	Iteration 5Q: 3 clusters Score -2687421 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2687722.500000 Penalty: 4998.639648
	Iteration 6Q: 3 clusters Score -2687722 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2688017.750000 Penalty: 4998.639648
	Iteration 7Q: 3 clusters Score -2688018 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2688365.500000 Penalty: 4998.639648
	Iteration 8Q: 3 clusters Score -2688366 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2688761.750000 Penalty: 4998.639648
	Iteration 9Q: 3 clusters Score -2688762 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2689244.750000 Penalty: 4998.639648
	Iteration 10Q: 3 clusters Score -2689245 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2689759.500000 Penalty: 4998.639648
	Iteration 11Q: 3 clusters Score -2689760 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2690279.250000 Penalty: 4998.639648
	Iteration 12Q: 3 clusters Score -2690279 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2690735.750000 Penalty: 4998.639648
	Iteration 13Q: 3 clusters Score -2690736 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2691047.250000 Penalty: 4998.639648
	Iteration 14Q: 3 clusters Score -2691047 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2691278.250000 Penalty: 4998.639648
	Iteration 15Q: 3 clusters Score -2691278 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2691465.250000 Penalty: 4998.639648
	Iteration 16Q: 3 clusters Score -2691465 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2691601.750000 Penalty: 4998.639648
	Iteration 17Q: 3 clusters Score -2691602 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2691726.750000 Penalty: 4998.639648
	Iteration 18Q: 3 clusters Score -2691727 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2691828.000000 Penalty: 4998.639648
	Iteration 19Q: 3 clusters Score -2691828 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2691955.000000 Penalty: 4998.639648
	Iteration 20F: 3 clusters Score -2691955 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2692112.500000 Penalty: 4998.639648
	Iteration 21Q: 3 clusters Score -2692112 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2692303.000000 Penalty: 4998.639648
	Iteration 22Q: 3 clusters Score -2692303 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2692586.750000 Penalty: 4998.639648
	Iteration 23Q: 3 clusters Score -2692587 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2692959.750000 Penalty: 4998.639648
	Iteration 24Q: 3 clusters Score -2692960 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2693316.000000 Penalty: 4998.639648
	Iteration 25Q: 3 clusters Score -2693316 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2693672.500000 Penalty: 4998.639648
	Iteration 26Q: 3 clusters Score -2693672 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2693976.500000 Penalty: 4998.639648
	Iteration 27Q: 3 clusters Score -2693976 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2694211.000000 Penalty: 4998.639648
	Iteration 28Q: 3 clusters Score -2694211 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2694387.750000 Penalty: 4998.639648
	Iteration 29Q: 3 clusters Score -2694388 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2694528.000000 Penalty: 4998.639648
	Iteration 30Q: 3 clusters Score -2694528 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2694623.000000 Penalty: 4998.639648
	Iteration 31Q: 3 clusters Score -2694623 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2694727.000000 Penalty: 4998.639648
	Iteration 32Q: 3 clusters Score -2694727 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2694823.750000 Penalty: 4998.639648
	Iteration 33Q: 3 clusters Score -2694824 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2694879.750000 Penalty: 4998.639648
	Iteration 34Q: 3 clusters Score -2694880 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2694937.500000 Penalty: 4998.639648
	Iteration 35Q: 3 clusters Score -2694938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2694979.250000 Penalty: 4998.639648
	Iteration 36Q: 3 clusters Score -2694979 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2695013.000000 Penalty: 4998.639648
	Iteration 37Q: 3 clusters Score -2695013 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2695043.000000 Penalty: 4998.639648
	Iteration 38Q: 3 clusters Score -2695043 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2695069.000000 Penalty: 4998.639648
	Iteration 39Q: 3 clusters Score -2695069 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2695080.750000 Penalty: 4998.639648
	Iteration 40F: 3 clusters Score -2695081 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2695090.000000 Penalty: 4998.639648
	Iteration 41Q: 3 clusters Score -2695090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2695100.000000 Penalty: 4998.639648
	Iteration 42Q: 3 clusters Score -2695100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2695112.000000 Penalty: 4998.639648
	Iteration 43Q: 3 clusters Score -2695112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2695123.750000 Penalty: 4998.639648
	Iteration 44Q: 3 clusters Score -2695124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2695138.250000 Penalty: 4998.639648
	Iteration 45Q: 3 clusters Score -2695138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2695142.000000 Penalty: 4998.639648
	Iteration 46Q: 3 clusters Score -2695142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2695145.750000 Penalty: 4998.639648
	Iteration 47Q: 3 clusters Score -2695146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2695147.750000 Penalty: 4998.639648
	Iteration 48Q: 3 clusters Score -2695148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2695152.500000 Penalty: 4998.639648
	Iteration 49Q: 3 clusters Score -2695152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2695151.250000 Penalty: 4998.639648
	Iteration 50Q: 3 clusters Score -2695151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2695150.500000 Penalty: 4998.639648
	Iteration 51Q: 3 clusters Score -2695150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2695160.000000 Penalty: 4998.639648
	Iteration 52Q: 3 clusters Score -2695160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2695156.750000 Penalty: 4998.639648
	Iteration 53Q: 3 clusters Score -2695157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2695161.750000 Penalty: 4998.639648
	Iteration 54Q: 3 clusters Score -2695162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2695166.750000 Penalty: 4998.639648
	Iteration 55Q: 3 clusters Score -2695167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2695175.750000 Penalty: 4998.639648
	Iteration 56Q: 3 clusters Score -2695176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2695181.500000 Penalty: 4998.639648
	Iteration 57Q: 3 clusters Score -2695182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2695195.500000 Penalty: 4998.639648
	Iteration 58Q: 3 clusters Score -2695196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2695198.750000 Penalty: 4998.639648
	Iteration 59Q: 3 clusters Score -2695199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2695196.750000 Penalty: 4998.639648
	Iteration 60F: 3 clusters Score -2695197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2695191.500000 Penalty: 4998.639648
	Iteration 61Q: 3 clusters Score -2695192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2695189.000000 Penalty: 4998.639648
	Iteration 62Q: 3 clusters Score -2695189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2695196.250000 Penalty: 4998.639648
	Iteration 63Q: 3 clusters Score -2695196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2695191.750000 Penalty: 4998.639648
	Iteration 64Q: 3 clusters Score -2695192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2695194.250000 Penalty: 4998.639648
	Iteration 65Q: 3 clusters Score -2695194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2695194.250000 Penalty: 4998.639648
	Iteration 66F: 3 clusters Score -2695194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Entering Unmasked Estep 
Score: -21157000.000000 Penalty: 2999.665527
	Iteration 0F: 2 clusters Score -2.1157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89721 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -21041814.000000 Penalty: 5999.331055
	Iteration 0F: 3 clusters Score -2.104181e+07 nChanged 85903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91938 members 
Mstep: Class 2 contains 87113 members 
Entering Unmasked Estep 
Score: -21092360.000000 Penalty: 5999.331055
	Iteration 1F: 3 clusters Score -2.109236e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -21093484.000000 Penalty: 5999.331055
	Iteration 2Q: 3 clusters Score -2.109348e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94641 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -21095004.000000 Penalty: 5999.331055
	Iteration 3Q: 3 clusters Score -2.1095e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -21097120.000000 Penalty: 5999.331055
	Iteration 4Q: 3 clusters Score -2.109712e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -21100414.000000 Penalty: 5999.331055
	Iteration 5Q: 3 clusters Score -2.110041e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107177 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -21104870.000000 Penalty: 5999.331055
	Iteration 6F: 3 clusters Score -2.110487e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115698 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -21111606.000000 Penalty: 5999.331055
	Iteration 7F: 3 clusters Score -2.111161e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126534 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -21120890.000000 Penalty: 5999.331055
	Iteration 8F: 3 clusters Score -2.112089e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138292 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -21132736.000000 Penalty: 5999.331055
	Iteration 9F: 3 clusters Score -2.113274e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -21144508.000000 Penalty: 5999.331055
	Iteration 10F: 3 clusters Score -2.114451e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -21151704.000000 Penalty: 5999.331055
	Iteration 11Q: 3 clusters Score -2.11517e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -21154568.000000 Penalty: 5999.331055
	Iteration 12Q: 3 clusters Score -2.115457e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155417 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -21155360.000000 Penalty: 5999.331055
	Iteration 13Q: 3 clusters Score -2.115536e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156375 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -21155772.000000 Penalty: 5999.331055
	Iteration 14Q: 3 clusters Score -2.115577e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -21155970.000000 Penalty: 5999.331055
	Iteration 15Q: 3 clusters Score -2.115597e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -21156150.000000 Penalty: 5999.331055
	Iteration 16Q: 3 clusters Score -2.115615e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -21156182.000000 Penalty: 5999.331055
	Iteration 17Q: 3 clusters Score -2.115618e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159048 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -21156250.000000 Penalty: 5999.331055
	Iteration 18Q: 3 clusters Score -2.115625e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159612 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -21156332.000000 Penalty: 5999.331055
	Iteration 19Q: 3 clusters Score -2.115633e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -21156378.000000 Penalty: 5999.331055
	Iteration 20F: 3 clusters Score -2.115638e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160675 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -21156416.000000 Penalty: 5999.331055
	Iteration 21Q: 3 clusters Score -2.115642e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161117 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -21156494.000000 Penalty: 5999.331055
	Iteration 22Q: 3 clusters Score -2.115649e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161601 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -21156542.000000 Penalty: 5999.331055
	Iteration 23Q: 3 clusters Score -2.115654e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -21156484.000000 Penalty: 5999.331055
	Iteration 24Q: 3 clusters Score -2.115648e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -21156480.000000 Penalty: 5999.331055
	Iteration 25Q: 3 clusters Score -2.115648e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -21156456.000000 Penalty: 5999.331055
	Iteration 26Q: 3 clusters Score -2.115646e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -21156476.000000 Penalty: 5999.331055
	Iteration 27Q: 3 clusters Score -2.115648e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163500 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -21156472.000000 Penalty: 5999.331055
	Iteration 28Q: 3 clusters Score -2.115647e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -21156448.000000 Penalty: 5999.331055
	Iteration 29Q: 3 clusters Score -2.115645e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -21156564.000000 Penalty: 5999.331055
	Iteration 30Q: 3 clusters Score -2.115656e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164416 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -21156554.000000 Penalty: 5999.331055
	Iteration 31Q: 3 clusters Score -2.115655e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -21156508.000000 Penalty: 5999.331055
	Iteration 32Q: 3 clusters Score -2.115651e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164970 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -21156508.000000 Penalty: 5999.331055
	Iteration 33Q: 3 clusters Score -2.115651e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165221 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -21156504.000000 Penalty: 5999.331055
	Iteration 34Q: 3 clusters Score -2.11565e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -21156512.000000 Penalty: 5999.331055
	Iteration 35Q: 3 clusters Score -2.115651e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165721 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -21156500.000000 Penalty: 5999.331055
	Iteration 36Q: 3 clusters Score -2.11565e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165960 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -21156484.000000 Penalty: 5999.331055
	Iteration 37Q: 3 clusters Score -2.115648e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166199 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -21156488.000000 Penalty: 5999.331055
	Iteration 38Q: 3 clusters Score -2.115649e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166439 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -21156486.000000 Penalty: 5999.331055
	Iteration 39Q: 3 clusters Score -2.115649e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166671 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -21156478.000000 Penalty: 5999.331055
	Iteration 40F: 3 clusters Score -2.115648e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166905 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -21156416.000000 Penalty: 5999.331055
	Iteration 41Q: 3 clusters Score -2.115642e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -21156380.000000 Penalty: 5999.331055
	Iteration 42Q: 3 clusters Score -2.115638e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -21156376.000000 Penalty: 5999.331055
	Iteration 43Q: 3 clusters Score -2.115638e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -21156324.000000 Penalty: 5999.331055
	Iteration 44Q: 3 clusters Score -2.115632e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167823 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -21156310.000000 Penalty: 5999.331055
	Iteration 45Q: 3 clusters Score -2.115631e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -21156240.000000 Penalty: 5999.331055
	Iteration 46Q: 3 clusters Score -2.115624e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168227 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -21156300.000000 Penalty: 5999.331055
	Iteration 47Q: 3 clusters Score -2.11563e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168420 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -21156320.000000 Penalty: 5999.331055
	Iteration 48Q: 3 clusters Score -2.115632e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168602 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -21156284.000000 Penalty: 5999.331055
	Iteration 49Q: 3 clusters Score -2.115628e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -21156280.000000 Penalty: 5999.331055
	Iteration 50Q: 3 clusters Score -2.115628e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -21156250.000000 Penalty: 5999.331055
	Iteration 51Q: 3 clusters Score -2.115625e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169052 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -21156268.000000 Penalty: 5999.331055
	Iteration 52Q: 3 clusters Score -2.115627e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169184 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -21156226.000000 Penalty: 5999.331055
	Iteration 53Q: 3 clusters Score -2.115623e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -21156228.000000 Penalty: 5999.331055
	Iteration 54Q: 3 clusters Score -2.115623e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -21156192.000000 Penalty: 5999.331055
	Iteration 55Q: 3 clusters Score -2.115619e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169611 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -21156168.000000 Penalty: 5999.331055
	Iteration 56Q: 3 clusters Score -2.115617e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169737 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -21156160.000000 Penalty: 5999.331055
	Iteration 57Q: 3 clusters Score -2.115616e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -21156184.000000 Penalty: 5999.331055
	Iteration 58Q: 3 clusters Score -2.115618e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169956 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -21156176.000000 Penalty: 5999.331055
	Iteration 59Q: 3 clusters Score -2.115618e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -21156176.000000 Penalty: 5999.331055
	Iteration 60F: 3 clusters Score -2.115618e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170178 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -21156154.000000 Penalty: 5999.331055
	Iteration 61Q: 3 clusters Score -2.115615e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170279 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -21156194.000000 Penalty: 5999.331055
	Iteration 62Q: 3 clusters Score -2.115619e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -21156190.000000 Penalty: 5999.331055
	Iteration 63Q: 3 clusters Score -2.115619e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170458 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -21156164.000000 Penalty: 5999.331055
	Iteration 64Q: 3 clusters Score -2.115616e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170557 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -21156196.000000 Penalty: 5999.331055
	Iteration 65Q: 3 clusters Score -2.11562e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -21156180.000000 Penalty: 5999.331055
	Iteration 66Q: 3 clusters Score -2.115618e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170729 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -21156166.000000 Penalty: 5999.331055
	Iteration 67Q: 3 clusters Score -2.115617e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170816 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -21156162.000000 Penalty: 5999.331055
	Iteration 68Q: 3 clusters Score -2.115616e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170915 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -21156160.000000 Penalty: 5999.331055
	Iteration 69Q: 3 clusters Score -2.115616e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171008 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -21156148.000000 Penalty: 5999.331055
	Iteration 70Q: 3 clusters Score -2.115615e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171091 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -21156118.000000 Penalty: 5999.331055
	Iteration 71Q: 3 clusters Score -2.115612e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171157 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -21156138.000000 Penalty: 5999.331055
	Iteration 72Q: 3 clusters Score -2.115614e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171246 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -21156132.000000 Penalty: 5999.331055
	Iteration 73Q: 3 clusters Score -2.115613e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171341 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -21156106.000000 Penalty: 5999.331055
	Iteration 74Q: 3 clusters Score -2.115611e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -21156126.000000 Penalty: 5999.331055
	Iteration 75Q: 3 clusters Score -2.115613e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171527 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -21156138.000000 Penalty: 5999.331055
	Iteration 76Q: 3 clusters Score -2.115614e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171603 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -21156134.000000 Penalty: 5999.331055
	Iteration 77Q: 3 clusters Score -2.115613e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171678 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -21156106.000000 Penalty: 5999.331055
	Iteration 78Q: 3 clusters Score -2.115611e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171764 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -21156118.000000 Penalty: 5999.331055
	Iteration 79Q: 3 clusters Score -2.115612e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171845 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -21156100.000000 Penalty: 5999.331055
	Iteration 80F: 3 clusters Score -2.11561e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171904 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -21156088.000000 Penalty: 5999.331055
	Iteration 81Q: 3 clusters Score -2.115609e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -21156074.000000 Penalty: 5999.331055
	Iteration 82Q: 3 clusters Score -2.115607e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -21156078.000000 Penalty: 5999.331055
	Iteration 83Q: 3 clusters Score -2.115608e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -21156060.000000 Penalty: 5999.331055
	Iteration 84Q: 3 clusters Score -2.115606e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172134 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -21156056.000000 Penalty: 5999.331055
	Iteration 85Q: 3 clusters Score -2.115606e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172184 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -21156078.000000 Penalty: 5999.331055
	Iteration 86Q: 3 clusters Score -2.115608e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -21156076.000000 Penalty: 5999.331055
	Iteration 87Q: 3 clusters Score -2.115608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172271 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -21156056.000000 Penalty: 5999.331055
	Iteration 88Q: 3 clusters Score -2.115606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -21156056.000000 Penalty: 5999.331055
	Iteration 89Q: 3 clusters Score -2.115606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172334 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -21156066.000000 Penalty: 5999.331055
	Iteration 90Q: 3 clusters Score -2.115607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -21156084.000000 Penalty: 5999.331055
	Iteration 91Q: 3 clusters Score -2.115608e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172415 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -21156064.000000 Penalty: 5999.331055
	Iteration 92Q: 3 clusters Score -2.115606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172451 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -21156072.000000 Penalty: 5999.331055
	Iteration 93Q: 3 clusters Score -2.115607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172490 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -21156080.000000 Penalty: 5999.331055
	Iteration 94Q: 3 clusters Score -2.115608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172526 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -21156046.000000 Penalty: 5999.331055
	Iteration 95Q: 3 clusters Score -2.115605e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -21156068.000000 Penalty: 5999.331055
	Iteration 96Q: 3 clusters Score -2.115607e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172603 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -21156026.000000 Penalty: 5999.331055
	Iteration 97Q: 3 clusters Score -2.115603e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -21156008.000000 Penalty: 5999.331055
	Iteration 98Q: 3 clusters Score -2.115601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172675 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -21156026.000000 Penalty: 5999.331055
	Iteration 99Q: 3 clusters Score -2.115603e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -21156008.000000 Penalty: 5999.331055
	Iteration 100F: 3 clusters Score -2.115601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172747 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -21156020.000000 Penalty: 5999.331055
	Iteration 101Q: 3 clusters Score -2.115602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -21156018.000000 Penalty: 5999.331055
	Iteration 102Q: 3 clusters Score -2.115602e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -21156008.000000 Penalty: 5999.331055
	Iteration 103Q: 3 clusters Score -2.115601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172829 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -21155994.000000 Penalty: 5999.331055
	Iteration 104Q: 3 clusters Score -2.115599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172855 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -21155980.000000 Penalty: 5999.331055
	Iteration 105Q: 3 clusters Score -2.115598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172877 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -21155968.000000 Penalty: 5999.331055
	Iteration 106Q: 3 clusters Score -2.115597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172900 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -21155968.000000 Penalty: 5999.331055
	Iteration 107Q: 3 clusters Score -2.115597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -21155980.000000 Penalty: 5999.331055
	Iteration 108Q: 3 clusters Score -2.115598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172932 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -21155966.000000 Penalty: 5999.331055
	Iteration 109Q: 3 clusters Score -2.115597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -21155986.000000 Penalty: 5999.331055
	Iteration 110Q: 3 clusters Score -2.115599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172956 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -21155974.000000 Penalty: 5999.331055
	Iteration 111Q: 3 clusters Score -2.115597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172973 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -21155968.000000 Penalty: 5999.331055
	Iteration 112Q: 3 clusters Score -2.115597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172994 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -21155976.000000 Penalty: 5999.331055
	Iteration 113Q: 3 clusters Score -2.115598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173008 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -21155984.000000 Penalty: 5999.331055
	Iteration 114Q: 3 clusters Score -2.115598e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173023 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -21155954.000000 Penalty: 5999.331055
	Iteration 115Q: 3 clusters Score -2.115595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173040 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -21155946.000000 Penalty: 5999.331055
	Iteration 116Q: 3 clusters Score -2.115595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -21155948.000000 Penalty: 5999.331055
	Iteration 117Q: 3 clusters Score -2.115595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -21155952.000000 Penalty: 5999.331055
	Iteration 118Q: 3 clusters Score -2.115595e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173074 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -21155940.000000 Penalty: 5999.331055
	Iteration 119Q: 3 clusters Score -2.115594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173083 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -21155944.000000 Penalty: 5999.331055
	Iteration 120F: 3 clusters Score -2.115594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173091 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -21155924.000000 Penalty: 5999.331055
	Iteration 121Q: 3 clusters Score -2.115592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -21155934.000000 Penalty: 5999.331055
	Iteration 122Q: 3 clusters Score -2.115593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173093 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -21155936.000000 Penalty: 5999.331055
	Iteration 123Q: 3 clusters Score -2.115594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173094 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -21155926.000000 Penalty: 5999.331055
	Iteration 124Q: 3 clusters Score -2.115593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -21155936.000000 Penalty: 5999.331055
	Iteration 125Q: 3 clusters Score -2.115594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173098 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -21155926.000000 Penalty: 5999.331055
	Iteration 126Q: 3 clusters Score -2.115593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -21155936.000000 Penalty: 5999.331055
	Iteration 127Q: 3 clusters Score -2.115594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173106 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -21155932.000000 Penalty: 5999.331055
	Iteration 128Q: 3 clusters Score -2.115593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173109 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -21155934.000000 Penalty: 5999.331055
	Iteration 129Q: 3 clusters Score -2.115593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -21155932.000000 Penalty: 5999.331055
	Iteration 130Q: 3 clusters Score -2.115593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173116 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -21155926.000000 Penalty: 5999.331055
	Iteration 131Q: 3 clusters Score -2.115593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173122 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -21155926.000000 Penalty: 5999.331055
	Iteration 132Q: 3 clusters Score -2.115593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173128 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -21155926.000000 Penalty: 5999.331055
	Iteration 133Q: 3 clusters Score -2.115593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173137 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -21155926.000000 Penalty: 5999.331055
	Iteration 134Q: 3 clusters Score -2.115593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173150 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -21155922.000000 Penalty: 5999.331055
	Iteration 135Q: 3 clusters Score -2.115592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -21155938.000000 Penalty: 5999.331055
	Iteration 136Q: 3 clusters Score -2.115594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173175 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -21155938.000000 Penalty: 5999.331055
	Iteration 137Q: 3 clusters Score -2.115594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173186 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -21155952.000000 Penalty: 5999.331055
	Iteration 138Q: 3 clusters Score -2.115595e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173199 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -21155950.000000 Penalty: 5999.331055
	Iteration 139Q: 3 clusters Score -2.115595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173210 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -21155958.000000 Penalty: 5999.331055
	Iteration 140F: 3 clusters Score -2.115596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173224 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -21155944.000000 Penalty: 5999.331055
	Iteration 141Q: 3 clusters Score -2.115594e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173238 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -21155938.000000 Penalty: 5999.331055
	Iteration 142Q: 3 clusters Score -2.115594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173255 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -21155928.000000 Penalty: 5999.331055
	Iteration 143Q: 3 clusters Score -2.115593e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173266 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -21155932.000000 Penalty: 5999.331055
	Iteration 144Q: 3 clusters Score -2.115593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173275 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -21155924.000000 Penalty: 5999.331055
	Iteration 145Q: 3 clusters Score -2.115592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173283 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -21155900.000000 Penalty: 5999.331055
	Iteration 146Q: 3 clusters Score -2.11559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173291 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -21155888.000000 Penalty: 5999.331055
	Iteration 147Q: 3 clusters Score -2.115589e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173304 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -21155902.000000 Penalty: 5999.331055
	Iteration 148Q: 3 clusters Score -2.11559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173315 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -21155900.000000 Penalty: 5999.331055
	Iteration 149Q: 3 clusters Score -2.11559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173326 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -21155918.000000 Penalty: 5999.331055
	Iteration 150Q: 3 clusters Score -2.115592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -21155916.000000 Penalty: 5999.331055
	Iteration 151Q: 3 clusters Score -2.115592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -21155910.000000 Penalty: 5999.331055
	Iteration 152Q: 3 clusters Score -2.115591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -21155908.000000 Penalty: 5999.331055
	Iteration 153Q: 3 clusters Score -2.115591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173376 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -21155904.000000 Penalty: 5999.331055
	Iteration 154Q: 3 clusters Score -2.11559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173384 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -21155928.000000 Penalty: 5999.331055
	Iteration 155Q: 3 clusters Score -2.115593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173387 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -21155920.000000 Penalty: 5999.331055
	Iteration 156Q: 3 clusters Score -2.115592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173388 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -21155910.000000 Penalty: 5999.331055
	Iteration 157Q: 3 clusters Score -2.115591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -21155912.000000 Penalty: 5999.331055
	Iteration 158Q: 3 clusters Score -2.115591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173394 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -21155912.000000 Penalty: 5999.331055
	Iteration 159Q: 3 clusters Score -2.115591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173398 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -21155882.000000 Penalty: 5999.331055
	Iteration 160F: 3 clusters Score -2.115588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173403 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -21155886.000000 Penalty: 5999.331055
	Iteration 161Q: 3 clusters Score -2.115589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173408 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -21155878.000000 Penalty: 5999.331055
	Iteration 162Q: 3 clusters Score -2.115588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173411 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -21155874.000000 Penalty: 5999.331055
	Iteration 163Q: 3 clusters Score -2.115587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173413 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -21155892.000000 Penalty: 5999.331055
	Iteration 164Q: 3 clusters Score -2.115589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173415 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -21155876.000000 Penalty: 5999.331055
	Iteration 165Q: 3 clusters Score -2.115588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -21155880.000000 Penalty: 5999.331055
	Iteration 166Q: 3 clusters Score -2.115588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -21155888.000000 Penalty: 5999.331055
	Iteration 167Q: 3 clusters Score -2.115589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -21155892.000000 Penalty: 5999.331055
	Iteration 168Q: 3 clusters Score -2.115589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -21155892.000000 Penalty: 5999.331055
	Iteration 169F: 3 clusters Score -2.115589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Entering Unmasked Estep 
Score: -4156184.750000 Penalty: 2598.967529
	Iteration 0F: 2 clusters Score -4156185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4132110.000000 Penalty: 5197.935059
	Iteration 0F: 3 clusters Score -4132110 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4140859.250000 Penalty: 5197.935059
	Iteration 1F: 3 clusters Score -4140859 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -4141443.500000 Penalty: 5197.935059
	Iteration 2Q: 3 clusters Score -4141444 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4142093.750000 Penalty: 5197.935059
	Iteration 3Q: 3 clusters Score -4142094 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4142878.250000 Penalty: 5197.935059
	Iteration 4Q: 3 clusters Score -4142878 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4143887.250000 Penalty: 5197.935059
	Iteration 5Q: 3 clusters Score -4143887 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4144847.750000 Penalty: 5197.935059
	Iteration 6F: 3 clusters Score -4144848 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4145881.250000 Penalty: 5197.935059
	Iteration 7F: 3 clusters Score -4145881 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4146844.000000 Penalty: 5197.935059
	Iteration 8F: 3 clusters Score -4146844 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4147613.500000 Penalty: 5197.935059
	Iteration 9Q: 3 clusters Score -4147614 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4148190.250000 Penalty: 5197.935059
	Iteration 10Q: 3 clusters Score -4148190 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4148679.500000 Penalty: 5197.935059
	Iteration 11Q: 3 clusters Score -4148680 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -4149076.250000 Penalty: 5197.935059
	Iteration 12Q: 3 clusters Score -4149076 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4149385.750000 Penalty: 5197.935059
	Iteration 13Q: 3 clusters Score -4149386 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4149661.250000 Penalty: 5197.935059
	Iteration 14Q: 3 clusters Score -4149661 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -4149961.500000 Penalty: 5197.935059
	Iteration 15Q: 3 clusters Score -4149962 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -4150281.500000 Penalty: 5197.935059
	Iteration 16Q: 3 clusters Score -4150282 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -4150645.250000 Penalty: 5197.935059
	Iteration 17Q: 3 clusters Score -4150645 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4151006.750000 Penalty: 5197.935059
	Iteration 18Q: 3 clusters Score -4151007 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -4151434.000000 Penalty: 5197.935059
	Iteration 19Q: 3 clusters Score -4151434 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4151940.000000 Penalty: 5197.935059
	Iteration 20F: 3 clusters Score -4151940 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -4152504.000000 Penalty: 5197.935059
	Iteration 21Q: 3 clusters Score -4152504 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -4153177.000000 Penalty: 5197.935059
	Iteration 22Q: 3 clusters Score -4153177 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -4153871.500000 Penalty: 5197.935059
	Iteration 23Q: 3 clusters Score -4153872 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4154461.500000 Penalty: 5197.935059
	Iteration 24Q: 3 clusters Score -4154462 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4154841.500000 Penalty: 5197.935059
	Iteration 25Q: 3 clusters Score -4154842 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4155059.750000 Penalty: 5197.935059
	Iteration 26Q: 3 clusters Score -4155060 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4155163.750000 Penalty: 5197.935059
	Iteration 27Q: 3 clusters Score -4155164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -4155228.000000 Penalty: 5197.935059
	Iteration 28Q: 3 clusters Score -4155228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4155280.500000 Penalty: 5197.935059
	Iteration 29Q: 3 clusters Score -4155280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4155310.000000 Penalty: 5197.935059
	Iteration 30Q: 3 clusters Score -4155310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -4155330.750000 Penalty: 5197.935059
	Iteration 31Q: 3 clusters Score -4155331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4155332.500000 Penalty: 5197.935059
	Iteration 32Q: 3 clusters Score -4155332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -4155347.250000 Penalty: 5197.935059
	Iteration 33Q: 3 clusters Score -4155347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4155354.000000 Penalty: 5197.935059
	Iteration 34Q: 3 clusters Score -4155354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4155361.000000 Penalty: 5197.935059
	Iteration 35Q: 3 clusters Score -4155361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4155366.750000 Penalty: 5197.935059
	Iteration 36Q: 3 clusters Score -4155367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4155364.250000 Penalty: 5197.935059
	Iteration 37Q: 3 clusters Score -4155364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4155365.000000 Penalty: 5197.935059
	Iteration 38Q: 3 clusters Score -4155365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4155366.250000 Penalty: 5197.935059
	Iteration 39Q: 3 clusters Score -4155366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -4155372.250000 Penalty: 5197.935059
	Iteration 40F: 3 clusters Score -4155372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4155376.500000 Penalty: 5197.935059
	Iteration 41Q: 3 clusters Score -4155376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4155384.000000 Penalty: 5197.935059
	Iteration 42Q: 3 clusters Score -4155384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4155382.500000 Penalty: 5197.935059
	Iteration 43Q: 3 clusters Score -4155382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -4155385.250000 Penalty: 5197.935059
	Iteration 44Q: 3 clusters Score -4155385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -4155387.750000 Penalty: 5197.935059
	Iteration 45Q: 3 clusters Score -4155388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4155385.250000 Penalty: 5197.935059
	Iteration 46Q: 3 clusters Score -4155385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -4155387.000000 Penalty: 5197.935059
	Iteration 47Q: 3 clusters Score -4155387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4155388.750000 Penalty: 5197.935059
	Iteration 48Q: 3 clusters Score -4155389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4155388.500000 Penalty: 5197.935059
	Iteration 49Q: 3 clusters Score -4155388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -4155391.250000 Penalty: 5197.935059
	Iteration 50Q: 3 clusters Score -4155391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -4155387.000000 Penalty: 5197.935059
	Iteration 51Q: 3 clusters Score -4155387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -4155385.750000 Penalty: 5197.935059
	Iteration 52Q: 3 clusters Score -4155386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4155386.750000 Penalty: 5197.935059
	Iteration 53Q: 3 clusters Score -4155387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4155386.750000 Penalty: 5197.935059
	Iteration 54F: 3 clusters Score -4155387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Entering Unmasked Estep 
Score: -3788800.250000 Penalty: 2573.330078
	Iteration 0F: 2 clusters Score -3788800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3766848.250000 Penalty: 5146.660156
	Iteration 0F: 3 clusters Score -3766848 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3774772.750000 Penalty: 5146.660156
	Iteration 1F: 3 clusters Score -3774773 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3775293.750000 Penalty: 5146.660156
	Iteration 2Q: 3 clusters Score -3775294 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3775696.000000 Penalty: 5146.660156
	Iteration 3Q: 3 clusters Score -3775696 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3776116.000000 Penalty: 5146.660156
	Iteration 4Q: 3 clusters Score -3776116 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3776594.500000 Penalty: 5146.660156
	Iteration 5Q: 3 clusters Score -3776594 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3777183.250000 Penalty: 5146.660156
	Iteration 6Q: 3 clusters Score -3777183 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3777886.500000 Penalty: 5146.660156
	Iteration 7Q: 3 clusters Score -3777886 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3778712.000000 Penalty: 5146.660156
	Iteration 8Q: 3 clusters Score -3778712 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3779552.000000 Penalty: 5146.660156
	Iteration 9Q: 3 clusters Score -3779552 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3780478.250000 Penalty: 5146.660156
	Iteration 10Q: 3 clusters Score -3780478 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3781459.500000 Penalty: 5146.660156
	Iteration 11F: 3 clusters Score -3781460 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3782429.000000 Penalty: 5146.660156
	Iteration 12Q: 3 clusters Score -3782429 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3783301.750000 Penalty: 5146.660156
	Iteration 13Q: 3 clusters Score -3783302 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3783906.750000 Penalty: 5146.660156
	Iteration 14Q: 3 clusters Score -3783907 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3784341.750000 Penalty: 5146.660156
	Iteration 15Q: 3 clusters Score -3784342 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3784660.750000 Penalty: 5146.660156
	Iteration 16Q: 3 clusters Score -3784661 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3784874.000000 Penalty: 5146.660156
	Iteration 17Q: 3 clusters Score -3784874 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3785038.500000 Penalty: 5146.660156
	Iteration 18Q: 3 clusters Score -3785038 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3785162.750000 Penalty: 5146.660156
	Iteration 19Q: 3 clusters Score -3785163 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3785273.250000 Penalty: 5146.660156
	Iteration 20F: 3 clusters Score -3785273 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3785408.000000 Penalty: 5146.660156
	Iteration 21Q: 3 clusters Score -3785408 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3785531.750000 Penalty: 5146.660156
	Iteration 22Q: 3 clusters Score -3785532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3785668.250000 Penalty: 5146.660156
	Iteration 23Q: 3 clusters Score -3785668 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3785753.500000 Penalty: 5146.660156
	Iteration 24Q: 3 clusters Score -3785754 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3785859.000000 Penalty: 5146.660156
	Iteration 25Q: 3 clusters Score -3785859 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3785938.250000 Penalty: 5146.660156
	Iteration 26Q: 3 clusters Score -3785938 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3786007.750000 Penalty: 5146.660156
	Iteration 27Q: 3 clusters Score -3786008 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -3786076.500000 Penalty: 5146.660156
	Iteration 28Q: 3 clusters Score -3786076 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3786160.500000 Penalty: 5146.660156
	Iteration 29Q: 3 clusters Score -3786160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3786229.000000 Penalty: 5146.660156
	Iteration 30Q: 3 clusters Score -3786229 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3786295.250000 Penalty: 5146.660156
	Iteration 31Q: 3 clusters Score -3786295 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3786374.000000 Penalty: 5146.660156
	Iteration 32Q: 3 clusters Score -3786374 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3786433.000000 Penalty: 5146.660156
	Iteration 33Q: 3 clusters Score -3786433 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3786506.000000 Penalty: 5146.660156
	Iteration 34Q: 3 clusters Score -3786506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3786561.500000 Penalty: 5146.660156
	Iteration 35Q: 3 clusters Score -3786562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3786598.250000 Penalty: 5146.660156
	Iteration 36Q: 3 clusters Score -3786598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3786637.000000 Penalty: 5146.660156
	Iteration 37Q: 3 clusters Score -3786637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3786670.750000 Penalty: 5146.660156
	Iteration 38Q: 3 clusters Score -3786671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3786708.250000 Penalty: 5146.660156
	Iteration 39Q: 3 clusters Score -3786708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3786725.500000 Penalty: 5146.660156
	Iteration 40F: 3 clusters Score -3786726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3786750.750000 Penalty: 5146.660156
	Iteration 41Q: 3 clusters Score -3786751 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3786775.250000 Penalty: 5146.660156
	Iteration 42Q: 3 clusters Score -3786775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3786804.000000 Penalty: 5146.660156
	Iteration 43Q: 3 clusters Score -3786804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3786839.250000 Penalty: 5146.660156
	Iteration 44Q: 3 clusters Score -3786839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3786849.750000 Penalty: 5146.660156
	Iteration 45Q: 3 clusters Score -3786850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3786865.500000 Penalty: 5146.660156
	Iteration 46Q: 3 clusters Score -3786866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3786885.000000 Penalty: 5146.660156
	Iteration 47Q: 3 clusters Score -3786885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3786898.000000 Penalty: 5146.660156
	Iteration 48Q: 3 clusters Score -3786898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3786901.000000 Penalty: 5146.660156
	Iteration 49Q: 3 clusters Score -3786901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3786912.000000 Penalty: 5146.660156
	Iteration 50Q: 3 clusters Score -3786912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3786916.250000 Penalty: 5146.660156
	Iteration 51Q: 3 clusters Score -3786916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3786922.500000 Penalty: 5146.660156
	Iteration 52Q: 3 clusters Score -3786922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3786924.250000 Penalty: 5146.660156
	Iteration 53Q: 3 clusters Score -3786924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3786928.750000 Penalty: 5146.660156
	Iteration 54Q: 3 clusters Score -3786929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3786926.250000 Penalty: 5146.660156
	Iteration 55Q: 3 clusters Score -3786926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3786927.000000 Penalty: 5146.660156
	Iteration 56Q: 3 clusters Score -3786927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3786929.500000 Penalty: 5146.660156
	Iteration 57Q: 3 clusters Score -3786930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3786935.500000 Penalty: 5146.660156
	Iteration 58Q: 3 clusters Score -3786936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3786944.750000 Penalty: 5146.660156
	Iteration 59Q: 3 clusters Score -3786945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3786954.250000 Penalty: 5146.660156
	Iteration 60F: 3 clusters Score -3786954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3786972.250000 Penalty: 5146.660156
	Iteration 61Q: 3 clusters Score -3786972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3787008.000000 Penalty: 5146.660156
	Iteration 62Q: 3 clusters Score -3787008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3787049.500000 Penalty: 5146.660156
	Iteration 63Q: 3 clusters Score -3787050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3787058.250000 Penalty: 5146.660156
	Iteration 64Q: 3 clusters Score -3787058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3787072.250000 Penalty: 5146.660156
	Iteration 65Q: 3 clusters Score -3787072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3787083.000000 Penalty: 5146.660156
	Iteration 66Q: 3 clusters Score -3787083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3787078.750000 Penalty: 5146.660156
	Iteration 67Q: 3 clusters Score -3787079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3787087.750000 Penalty: 5146.660156
	Iteration 68Q: 3 clusters Score -3787088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3787088.500000 Penalty: 5146.660156
	Iteration 69Q: 3 clusters Score -3787088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3787095.500000 Penalty: 5146.660156
	Iteration 70Q: 3 clusters Score -3787096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3787098.250000 Penalty: 5146.660156
	Iteration 71Q: 3 clusters Score -3787098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3787102.750000 Penalty: 5146.660156
	Iteration 72Q: 3 clusters Score -3787103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3787111.000000 Penalty: 5146.660156
	Iteration 73Q: 3 clusters Score -3787111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3787122.250000 Penalty: 5146.660156
	Iteration 74Q: 3 clusters Score -3787122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3787122.250000 Penalty: 5146.660156
	Iteration 75Q: 3 clusters Score -3787122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3787120.000000 Penalty: 5146.660156
	Iteration 76Q: 3 clusters Score -3787120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3787123.000000 Penalty: 5146.660156
	Iteration 77Q: 3 clusters Score -3787123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3787126.250000 Penalty: 5146.660156
	Iteration 78Q: 3 clusters Score -3787126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3787126.250000 Penalty: 5146.660156
	Iteration 79Q: 3 clusters Score -3787126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3787126.250000 Penalty: 5146.660156
	Iteration 80F: 3 clusters Score -3787126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Entering Unmasked Estep 
Score: -2237130.750000 Penalty: 2460.086914
	Iteration 0F: 2 clusters Score -2237131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2222862.250000 Penalty: 4920.173828
	Iteration 0F: 3 clusters Score -2222862 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2227801.000000 Penalty: 4920.173828
	Iteration 1F: 3 clusters Score -2227801 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2228452.750000 Penalty: 4920.173828
	Iteration 2F: 3 clusters Score -2228453 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2229156.250000 Penalty: 4920.173828
	Iteration 3F: 3 clusters Score -2229156 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2229831.750000 Penalty: 4920.173828
	Iteration 4F: 3 clusters Score -2229832 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2230524.250000 Penalty: 4920.173828
	Iteration 5F: 3 clusters Score -2230524 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2231297.000000 Penalty: 4920.173828
	Iteration 6F: 3 clusters Score -2231297 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2232224.250000 Penalty: 4920.173828
	Iteration 7F: 3 clusters Score -2232224 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2233263.500000 Penalty: 4920.173828
	Iteration 8F: 3 clusters Score -2233264 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2234282.000000 Penalty: 4920.173828
	Iteration 9F: 3 clusters Score -2234282 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2235182.500000 Penalty: 4920.173828
	Iteration 10Q: 3 clusters Score -2235182 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2235876.500000 Penalty: 4920.173828
	Iteration 11Q: 3 clusters Score -2235876 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2236365.250000 Penalty: 4920.173828
	Iteration 12Q: 3 clusters Score -2236365 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2236821.500000 Penalty: 4920.173828
	Iteration 13Q: 3 clusters Score -2236822 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -2237371.500000 Penalty: 4920.173828
	Iteration 14Q: 3 clusters Score -2237372 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2237909.500000 Penalty: 4920.173828
	Iteration 15Q: 3 clusters Score -2237910 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2238233.250000 Penalty: 4920.173828
	Iteration 16Q: 3 clusters Score -2238233 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2238383.250000 Penalty: 4920.173828
	Iteration 17Q: 3 clusters Score -2238383 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2238445.750000 Penalty: 4920.173828
	Iteration 18Q: 3 clusters Score -2238446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2238474.000000 Penalty: 4920.173828
	Iteration 19Q: 3 clusters Score -2238474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2238483.500000 Penalty: 4920.173828
	Iteration 20F: 3 clusters Score -2238484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2238484.750000 Penalty: 4920.173828
	Iteration 21Q: 3 clusters Score -2238485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2238484.250000 Penalty: 4920.173828
	Iteration 22Q: 3 clusters Score -2238484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2238487.000000 Penalty: 4920.173828
	Iteration 23Q: 3 clusters Score -2238487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2238485.500000 Penalty: 4920.173828
	Iteration 24Q: 3 clusters Score -2238486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2238491.000000 Penalty: 4920.173828
	Iteration 25Q: 3 clusters Score -2238491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2238489.250000 Penalty: 4920.173828
	Iteration 26Q: 3 clusters Score -2238489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2238489.250000 Penalty: 4920.173828
	Iteration 27F: 3 clusters Score -2238489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 11967 members 
Mstep: Class 4 contains 41591 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 179051 members 
Mstep: Class 7 contains 35586 members 
Mstep: Class 8 contains 32091 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 55788 members 
Mstep: Class 11 contains 107149 members 
Mstep: Class 12 contains 244090 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 73465 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 120500 members 
Mstep: Class 18 contains 24107 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 168440 members 
Mstep: Class 23 contains 13781 members 
Mstep: Class 24 contains 35009 members 
Mstep: Class 25 contains 3480 members 
Mstep: Class 26 contains 234679 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 48486 members 
Mstep: Class 30 contains 224324 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40523 members 
Mstep: Class 33 contains 16088 members 
Mstep: Class 34 contains 7756 members 
Mstep: Class 35 contains 65665 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12274 members 
Mstep: Class 39 contains 6991 members 
Entering Unmasked Estep 
Score: -225961968.000000 Penalty: 140391.312500
Splitting cluster 9 changes total score from -225962112.000000 to -225961968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (55788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Entering Unmasked Estep 
Score: -6508962.000000 Penalty: 2710.469727
	Iteration 0F: 2 clusters Score -6508962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -6471565.500000 Penalty: 5420.939453
	Iteration 0F: 3 clusters Score -6471566 nChanged 25818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -6485938.000000 Penalty: 5420.939453
	Iteration 1F: 3 clusters Score -6485938 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -6486662.500000 Penalty: 5420.939453
	Iteration 2Q: 3 clusters Score -6486662 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -6487369.500000 Penalty: 5420.939453
	Iteration 3Q: 3 clusters Score -6487370 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -6488092.500000 Penalty: 5420.939453
	Iteration 4Q: 3 clusters Score -6488092 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -6488811.500000 Penalty: 5420.939453
	Iteration 5Q: 3 clusters Score -6488812 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -6489592.500000 Penalty: 5420.939453
	Iteration 6Q: 3 clusters Score -6489592 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -6490339.500000 Penalty: 5420.939453
	Iteration 7Q: 3 clusters Score -6490340 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -6491004.500000 Penalty: 5420.939453
	Iteration 8Q: 3 clusters Score -6491004 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -6491629.000000 Penalty: 5420.939453
	Iteration 9Q: 3 clusters Score -6491629 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -6492184.500000 Penalty: 5420.939453
	Iteration 10Q: 3 clusters Score -6492184 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -6492597.500000 Penalty: 5420.939453
	Iteration 11Q: 3 clusters Score -6492598 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -6493127.500000 Penalty: 5420.939453
	Iteration 12Q: 3 clusters Score -6493128 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6493740.000000 Penalty: 5420.939453
	Iteration 13Q: 3 clusters Score -6493740 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -6494528.500000 Penalty: 5420.939453
	Iteration 14Q: 3 clusters Score -6494528 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -6495423.000000 Penalty: 5420.939453
	Iteration 15Q: 3 clusters Score -6495423 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -6496428.000000 Penalty: 5420.939453
	Iteration 16Q: 3 clusters Score -6496428 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -6497438.500000 Penalty: 5420.939453
	Iteration 17Q: 3 clusters Score -6497438 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -6498452.500000 Penalty: 5420.939453
	Iteration 18Q: 3 clusters Score -6498452 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -6499275.000000 Penalty: 5420.939453
	Iteration 19Q: 3 clusters Score -6499275 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -6499830.500000 Penalty: 5420.939453
	Iteration 20F: 3 clusters Score -6499830 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -6500282.500000 Penalty: 5420.939453
	Iteration 21Q: 3 clusters Score -6500282 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -6500663.500000 Penalty: 5420.939453
	Iteration 22Q: 3 clusters Score -6500664 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -6500971.500000 Penalty: 5420.939453
	Iteration 23Q: 3 clusters Score -6500972 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -6501210.500000 Penalty: 5420.939453
	Iteration 24Q: 3 clusters Score -6501210 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -6501449.500000 Penalty: 5420.939453
	Iteration 25Q: 3 clusters Score -6501450 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -6501707.500000 Penalty: 5420.939453
	Iteration 26Q: 3 clusters Score -6501708 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -6501973.500000 Penalty: 5420.939453
	Iteration 27Q: 3 clusters Score -6501974 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -6502288.500000 Penalty: 5420.939453
	Iteration 28Q: 3 clusters Score -6502288 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6502652.500000 Penalty: 5420.939453
	Iteration 29Q: 3 clusters Score -6502652 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -6502953.500000 Penalty: 5420.939453
	Iteration 30Q: 3 clusters Score -6502954 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -6503318.000000 Penalty: 5420.939453
	Iteration 31Q: 3 clusters Score -6503318 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6503665.000000 Penalty: 5420.939453
	Iteration 32Q: 3 clusters Score -6503665 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6504086.500000 Penalty: 5420.939453
	Iteration 33Q: 3 clusters Score -6504086 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -6504490.000000 Penalty: 5420.939453
	Iteration 34Q: 3 clusters Score -6504490 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -6504885.000000 Penalty: 5420.939453
	Iteration 35Q: 3 clusters Score -6504885 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -6505250.500000 Penalty: 5420.939453
	Iteration 36Q: 3 clusters Score -6505250 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6505558.000000 Penalty: 5420.939453
	Iteration 37Q: 3 clusters Score -6505558 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -6505795.500000 Penalty: 5420.939453
	Iteration 38Q: 3 clusters Score -6505796 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6506002.500000 Penalty: 5420.939453
	Iteration 39Q: 3 clusters Score -6506002 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54068 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6506157.500000 Penalty: 5420.939453
	Iteration 40F: 3 clusters Score -6506158 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6506273.500000 Penalty: 5420.939453
	Iteration 41Q: 3 clusters Score -6506274 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6506331.000000 Penalty: 5420.939453
	Iteration 42Q: 3 clusters Score -6506331 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6506378.500000 Penalty: 5420.939453
	Iteration 43Q: 3 clusters Score -6506378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6506421.500000 Penalty: 5420.939453
	Iteration 44Q: 3 clusters Score -6506422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6506451.500000 Penalty: 5420.939453
	Iteration 45Q: 3 clusters Score -6506452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6506466.000000 Penalty: 5420.939453
	Iteration 46Q: 3 clusters Score -6506466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6506494.500000 Penalty: 5420.939453
	Iteration 47Q: 3 clusters Score -6506494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6506504.000000 Penalty: 5420.939453
	Iteration 48Q: 3 clusters Score -6506504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6506529.000000 Penalty: 5420.939453
	Iteration 49Q: 3 clusters Score -6506529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6506546.500000 Penalty: 5420.939453
	Iteration 50Q: 3 clusters Score -6506546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6506552.500000 Penalty: 5420.939453
	Iteration 51Q: 3 clusters Score -6506552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6506569.000000 Penalty: 5420.939453
	Iteration 52Q: 3 clusters Score -6506569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6506586.500000 Penalty: 5420.939453
	Iteration 53Q: 3 clusters Score -6506586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6506594.000000 Penalty: 5420.939453
	Iteration 54Q: 3 clusters Score -6506594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6506604.500000 Penalty: 5420.939453
	Iteration 55Q: 3 clusters Score -6506604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6506600.000000 Penalty: 5420.939453
	Iteration 56Q: 3 clusters Score -6506600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6506599.000000 Penalty: 5420.939453
	Iteration 57Q: 3 clusters Score -6506599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6506611.500000 Penalty: 5420.939453
	Iteration 58Q: 3 clusters Score -6506612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6506614.000000 Penalty: 5420.939453
	Iteration 59Q: 3 clusters Score -6506614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6506622.500000 Penalty: 5420.939453
	Iteration 60F: 3 clusters Score -6506622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6506617.500000 Penalty: 5420.939453
	Iteration 61Q: 3 clusters Score -6506618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6506618.500000 Penalty: 5420.939453
	Iteration 62Q: 3 clusters Score -6506618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6506627.500000 Penalty: 5420.939453
	Iteration 63Q: 3 clusters Score -6506628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6506626.000000 Penalty: 5420.939453
	Iteration 64Q: 3 clusters Score -6506626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6506623.500000 Penalty: 5420.939453
	Iteration 65Q: 3 clusters Score -6506624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6506628.000000 Penalty: 5420.939453
	Iteration 66Q: 3 clusters Score -6506628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6506625.000000 Penalty: 5420.939453
	Iteration 67Q: 3 clusters Score -6506625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6506625.000000 Penalty: 5420.939453
	Iteration 68F: 3 clusters Score -6506625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107149 members 
Entering Unmasked Estep 
Score: -12180307.000000 Penalty: 2872.330078
	Iteration 0F: 2 clusters Score -1.218031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -12108290.000000 Penalty: 5744.660156
	Iteration 0F: 3 clusters Score -1.210829e+07 nChanged 50890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 56936 members 
Entering Unmasked Estep 
Score: -12138224.000000 Penalty: 5744.660156
	Iteration 1F: 3 clusters Score -1.213822e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -12140469.000000 Penalty: 5744.660156
	Iteration 2Q: 3 clusters Score -1.214047e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 63082 members 
Entering Unmasked Estep 
Score: -12144060.000000 Penalty: 5744.660156
	Iteration 3F: 3 clusters Score -1.214406e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -12148871.000000 Penalty: 5744.660156
	Iteration 4F: 3 clusters Score -1.214887e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -12154269.000000 Penalty: 5744.660156
	Iteration 5F: 3 clusters Score -1.215427e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -12159580.000000 Penalty: 5744.660156
	Iteration 6F: 3 clusters Score -1.215958e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -12164245.000000 Penalty: 5744.660156
	Iteration 7F: 3 clusters Score -1.216424e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -12169020.000000 Penalty: 5744.660156
	Iteration 8Q: 3 clusters Score -1.216902e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 91606 members 
Entering Unmasked Estep 
Score: -12173245.000000 Penalty: 5744.660156
	Iteration 9Q: 3 clusters Score -1.217324e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -12176033.000000 Penalty: 5744.660156
	Iteration 10Q: 3 clusters Score -1.217603e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 93892 members 
Entering Unmasked Estep 
Score: -12177218.000000 Penalty: 5744.660156
	Iteration 11Q: 3 clusters Score -1.217722e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -12177633.000000 Penalty: 5744.660156
	Iteration 12Q: 3 clusters Score -1.217763e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 94852 members 
Entering Unmasked Estep 
Score: -12177923.000000 Penalty: 5744.660156
	Iteration 13Q: 3 clusters Score -1.217792e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 95299 members 
Entering Unmasked Estep 
Score: -12178079.000000 Penalty: 5744.660156
	Iteration 14Q: 3 clusters Score -1.217808e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -12178197.000000 Penalty: 5744.660156
	Iteration 15Q: 3 clusters Score -1.21782e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -12178305.000000 Penalty: 5744.660156
	Iteration 16Q: 3 clusters Score -1.21783e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 96386 members 
Entering Unmasked Estep 
Score: -12178374.000000 Penalty: 5744.660156
	Iteration 17Q: 3 clusters Score -1.217837e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 96720 members 
Entering Unmasked Estep 
Score: -12178486.000000 Penalty: 5744.660156
	Iteration 18Q: 3 clusters Score -1.217849e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -12178546.000000 Penalty: 5744.660156
	Iteration 19Q: 3 clusters Score -1.217855e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 97354 members 
Entering Unmasked Estep 
Score: -12178605.000000 Penalty: 5744.660156
	Iteration 20F: 3 clusters Score -1.21786e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 97638 members 
Entering Unmasked Estep 
Score: -12178653.000000 Penalty: 5744.660156
	Iteration 21Q: 3 clusters Score -1.217865e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -12178709.000000 Penalty: 5744.660156
	Iteration 22Q: 3 clusters Score -1.217871e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 98107 members 
Entering Unmasked Estep 
Score: -12178746.000000 Penalty: 5744.660156
	Iteration 23Q: 3 clusters Score -1.217875e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -12178788.000000 Penalty: 5744.660156
	Iteration 24Q: 3 clusters Score -1.217879e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -12178807.000000 Penalty: 5744.660156
	Iteration 25Q: 3 clusters Score -1.217881e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 98672 members 
Entering Unmasked Estep 
Score: -12178820.000000 Penalty: 5744.660156
	Iteration 26Q: 3 clusters Score -1.217882e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -12178832.000000 Penalty: 5744.660156
	Iteration 27Q: 3 clusters Score -1.217883e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -12178849.000000 Penalty: 5744.660156
	Iteration 28Q: 3 clusters Score -1.217885e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12178868.000000 Penalty: 5744.660156
	Iteration 29Q: 3 clusters Score -1.217887e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 99259 members 
Entering Unmasked Estep 
Score: -12178919.000000 Penalty: 5744.660156
	Iteration 30Q: 3 clusters Score -1.217892e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -12178918.000000 Penalty: 5744.660156
	Iteration 31Q: 3 clusters Score -1.217892e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -12178934.000000 Penalty: 5744.660156
	Iteration 32Q: 3 clusters Score -1.217893e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -12178925.000000 Penalty: 5744.660156
	Iteration 33Q: 3 clusters Score -1.217892e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 99700 members 
Entering Unmasked Estep 
Score: -12178938.000000 Penalty: 5744.660156
	Iteration 34Q: 3 clusters Score -1.217894e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -12178963.000000 Penalty: 5744.660156
	Iteration 35Q: 3 clusters Score -1.217896e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 99895 members 
Entering Unmasked Estep 
Score: -12178983.000000 Penalty: 5744.660156
	Iteration 36Q: 3 clusters Score -1.217898e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -12178992.000000 Penalty: 5744.660156
	Iteration 37Q: 3 clusters Score -1.217899e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -12179007.000000 Penalty: 5744.660156
	Iteration 38Q: 3 clusters Score -1.217901e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 100173 members 
Entering Unmasked Estep 
Score: -12179012.000000 Penalty: 5744.660156
	Iteration 39Q: 3 clusters Score -1.217901e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -12179036.000000 Penalty: 5744.660156
	Iteration 40F: 3 clusters Score -1.217904e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -12179045.000000 Penalty: 5744.660156
	Iteration 41Q: 3 clusters Score -1.217904e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -12179062.000000 Penalty: 5744.660156
	Iteration 42Q: 3 clusters Score -1.217906e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 100459 members 
Entering Unmasked Estep 
Score: -12179047.000000 Penalty: 5744.660156
	Iteration 43Q: 3 clusters Score -1.217905e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -12179066.000000 Penalty: 5744.660156
	Iteration 44Q: 3 clusters Score -1.217907e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -12179064.000000 Penalty: 5744.660156
	Iteration 45Q: 3 clusters Score -1.217906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -12179068.000000 Penalty: 5744.660156
	Iteration 46Q: 3 clusters Score -1.217907e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -12179065.000000 Penalty: 5744.660156
	Iteration 47Q: 3 clusters Score -1.217906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -12179055.000000 Penalty: 5744.660156
	Iteration 48Q: 3 clusters Score -1.217906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -12179056.000000 Penalty: 5744.660156
	Iteration 49Q: 3 clusters Score -1.217906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 100679 members 
Entering Unmasked Estep 
Score: -12179052.000000 Penalty: 5744.660156
	Iteration 50Q: 3 clusters Score -1.217905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -12179054.000000 Penalty: 5744.660156
	Iteration 51Q: 3 clusters Score -1.217905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 100701 members 
Entering Unmasked Estep 
Score: -12179041.000000 Penalty: 5744.660156
	Iteration 52Q: 3 clusters Score -1.217904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 100713 members 
Entering Unmasked Estep 
Score: -12179050.000000 Penalty: 5744.660156
	Iteration 53Q: 3 clusters Score -1.217905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 100732 members 
Entering Unmasked Estep 
Score: -12179051.000000 Penalty: 5744.660156
	Iteration 54Q: 3 clusters Score -1.217905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 100751 members 
Entering Unmasked Estep 
Score: -12179040.000000 Penalty: 5744.660156
	Iteration 55Q: 3 clusters Score -1.217904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -12179047.000000 Penalty: 5744.660156
	Iteration 56Q: 3 clusters Score -1.217905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -12179043.000000 Penalty: 5744.660156
	Iteration 57Q: 3 clusters Score -1.217904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -12179044.000000 Penalty: 5744.660156
	Iteration 58Q: 3 clusters Score -1.217904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 100813 members 
Entering Unmasked Estep 
Score: -12179050.000000 Penalty: 5744.660156
	Iteration 59Q: 3 clusters Score -1.217905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 100820 members 
Entering Unmasked Estep 
Score: -12179046.000000 Penalty: 5744.660156
	Iteration 60F: 3 clusters Score -1.217905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -12179035.000000 Penalty: 5744.660156
	Iteration 61Q: 3 clusters Score -1.217904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 100826 members 
Entering Unmasked Estep 
Score: -12179034.000000 Penalty: 5744.660156
	Iteration 62Q: 3 clusters Score -1.217903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -12179033.000000 Penalty: 5744.660156
	Iteration 63Q: 3 clusters Score -1.217903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -12179034.000000 Penalty: 5744.660156
	Iteration 64Q: 3 clusters Score -1.217903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -12179039.000000 Penalty: 5744.660156
	Iteration 65Q: 3 clusters Score -1.217904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -12179039.000000 Penalty: 5744.660156
	Iteration 66Q: 3 clusters Score -1.217904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 100841 members 
Entering Unmasked Estep 
Score: -12179036.000000 Penalty: 5744.660156
	Iteration 67Q: 3 clusters Score -1.217904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -12179039.000000 Penalty: 5744.660156
	Iteration 68Q: 3 clusters Score -1.217904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -12179041.000000 Penalty: 5744.660156
	Iteration 69Q: 3 clusters Score -1.217904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 100844 members 
Entering Unmasked Estep 
Score: -12179039.000000 Penalty: 5744.660156
	Iteration 70Q: 3 clusters Score -1.217904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -12179039.000000 Penalty: 5744.660156
	Iteration 71Q: 3 clusters Score -1.217904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -12179039.000000 Penalty: 5744.660156
	Iteration 72F: 3 clusters Score -1.217904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244090 members 
Entering Unmasked Estep 
Score: -28506212.000000 Penalty: 3076.512451
	Iteration 0F: 2 clusters Score -2.850621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122378 members 
Mstep: Class 2 contains 121712 members 
Entering Unmasked Estep 
Score: -28356492.000000 Penalty: 6153.024902
	Iteration 0F: 3 clusters Score -2.835649e+07 nChanged 117565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123321 members 
Mstep: Class 2 contains 120769 members 
Entering Unmasked Estep 
Score: -28426472.000000 Penalty: 6153.024902
	Iteration 1F: 3 clusters Score -2.842647e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123551 members 
Mstep: Class 2 contains 120539 members 
Entering Unmasked Estep 
Score: -28428816.000000 Penalty: 6153.024902
	Iteration 2Q: 3 clusters Score -2.842882e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123526 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -28432360.000000 Penalty: 6153.024902
	Iteration 3Q: 3 clusters Score -2.843236e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123594 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -28437678.000000 Penalty: 6153.024902
	Iteration 4Q: 3 clusters Score -2.843768e+07 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124365 members 
Mstep: Class 2 contains 119725 members 
Entering Unmasked Estep 
Score: -28444502.000000 Penalty: 6153.024902
	Iteration 5F: 3 clusters Score -2.84445e+07 nChanged 13942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125963 members 
Mstep: Class 2 contains 118127 members 
Entering Unmasked Estep 
Score: -28451446.000000 Penalty: 6153.024902
	Iteration 6F: 3 clusters Score -2.845145e+07 nChanged 13277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -28457588.000000 Penalty: 6153.024902
	Iteration 7F: 3 clusters Score -2.845759e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133177 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -28462678.000000 Penalty: 6153.024902
	Iteration 8Q: 3 clusters Score -2.846268e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138842 members 
Mstep: Class 2 contains 105248 members 
Entering Unmasked Estep 
Score: -28466758.000000 Penalty: 6153.024902
	Iteration 9Q: 3 clusters Score -2.846676e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145897 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -28470302.000000 Penalty: 6153.024902
	Iteration 10Q: 3 clusters Score -2.84703e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -28474286.000000 Penalty: 6153.024902
	Iteration 11Q: 3 clusters Score -2.847429e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164493 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -28478560.000000 Penalty: 6153.024902
	Iteration 12Q: 3 clusters Score -2.847856e+07 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175579 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -28483498.000000 Penalty: 6153.024902
	Iteration 13Q: 3 clusters Score -2.84835e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187251 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -28488610.000000 Penalty: 6153.024902
	Iteration 14Q: 3 clusters Score -2.848861e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -28493316.000000 Penalty: 6153.024902
	Iteration 15Q: 3 clusters Score -2.849332e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208513 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -28497630.000000 Penalty: 6153.024902
	Iteration 16Q: 3 clusters Score -2.849763e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216891 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -28500922.000000 Penalty: 6153.024902
	Iteration 17Q: 3 clusters Score -2.850092e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223476 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -28503018.000000 Penalty: 6153.024902
	Iteration 18Q: 3 clusters Score -2.850302e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228270 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -28504434.000000 Penalty: 6153.024902
	Iteration 19Q: 3 clusters Score -2.850443e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231670 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -28505096.000000 Penalty: 6153.024902
	Iteration 20F: 3 clusters Score -2.85051e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234090 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -28505484.000000 Penalty: 6153.024902
	Iteration 21Q: 3 clusters Score -2.850548e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235667 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -28505624.000000 Penalty: 6153.024902
	Iteration 22Q: 3 clusters Score -2.850562e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236804 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -28505792.000000 Penalty: 6153.024902
	Iteration 23Q: 3 clusters Score -2.850579e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237668 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -28505856.000000 Penalty: 6153.024902
	Iteration 24Q: 3 clusters Score -2.850586e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238272 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -28505944.000000 Penalty: 6153.024902
	Iteration 25Q: 3 clusters Score -2.850594e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238736 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -28505932.000000 Penalty: 6153.024902
	Iteration 26Q: 3 clusters Score -2.850593e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239085 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -28505912.000000 Penalty: 6153.024902
	Iteration 27Q: 3 clusters Score -2.850591e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239312 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -28505950.000000 Penalty: 6153.024902
	Iteration 28Q: 3 clusters Score -2.850595e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239507 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -28505954.000000 Penalty: 6153.024902
	Iteration 29Q: 3 clusters Score -2.850595e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239663 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -28505940.000000 Penalty: 6153.024902
	Iteration 30Q: 3 clusters Score -2.850594e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239777 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -28505970.000000 Penalty: 6153.024902
	Iteration 31Q: 3 clusters Score -2.850597e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239879 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -28505968.000000 Penalty: 6153.024902
	Iteration 32Q: 3 clusters Score -2.850597e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239975 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -28505994.000000 Penalty: 6153.024902
	Iteration 33Q: 3 clusters Score -2.850599e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240049 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -28505986.000000 Penalty: 6153.024902
	Iteration 34Q: 3 clusters Score -2.850599e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240142 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -28505992.000000 Penalty: 6153.024902
	Iteration 35Q: 3 clusters Score -2.850599e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240216 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -28505978.000000 Penalty: 6153.024902
	Iteration 36Q: 3 clusters Score -2.850598e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240282 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -28505966.000000 Penalty: 6153.024902
	Iteration 37Q: 3 clusters Score -2.850597e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240338 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -28505950.000000 Penalty: 6153.024902
	Iteration 38Q: 3 clusters Score -2.850595e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240394 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -28505970.000000 Penalty: 6153.024902
	Iteration 39Q: 3 clusters Score -2.850597e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240438 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -28505940.000000 Penalty: 6153.024902
	Iteration 40F: 3 clusters Score -2.850594e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240473 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -28505916.000000 Penalty: 6153.024902
	Iteration 41Q: 3 clusters Score -2.850592e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240495 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -28505934.000000 Penalty: 6153.024902
	Iteration 42Q: 3 clusters Score -2.850593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240521 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -28505926.000000 Penalty: 6153.024902
	Iteration 43Q: 3 clusters Score -2.850593e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240544 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -28505924.000000 Penalty: 6153.024902
	Iteration 44Q: 3 clusters Score -2.850592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240554 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -28505916.000000 Penalty: 6153.024902
	Iteration 45Q: 3 clusters Score -2.850592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240567 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -28505900.000000 Penalty: 6153.024902
	Iteration 46Q: 3 clusters Score -2.85059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240589 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -28505896.000000 Penalty: 6153.024902
	Iteration 47Q: 3 clusters Score -2.85059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240613 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -28505894.000000 Penalty: 6153.024902
	Iteration 48Q: 3 clusters Score -2.850589e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240624 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -28505866.000000 Penalty: 6153.024902
	Iteration 49Q: 3 clusters Score -2.850587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240631 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -28505852.000000 Penalty: 6153.024902
	Iteration 50Q: 3 clusters Score -2.850585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240639 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -28505868.000000 Penalty: 6153.024902
	Iteration 51Q: 3 clusters Score -2.850587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240640 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -28505876.000000 Penalty: 6153.024902
	Iteration 52Q: 3 clusters Score -2.850588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240646 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -28505880.000000 Penalty: 6153.024902
	Iteration 53Q: 3 clusters Score -2.850588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240650 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -28505874.000000 Penalty: 6153.024902
	Iteration 54Q: 3 clusters Score -2.850587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240654 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -28505854.000000 Penalty: 6153.024902
	Iteration 55Q: 3 clusters Score -2.850585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240658 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -28505868.000000 Penalty: 6153.024902
	Iteration 56Q: 3 clusters Score -2.850587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240662 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -28505846.000000 Penalty: 6153.024902
	Iteration 57Q: 3 clusters Score -2.850585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240662 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -28505858.000000 Penalty: 6153.024902
	Iteration 58Q: 3 clusters Score -2.850586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240666 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -28505868.000000 Penalty: 6153.024902
	Iteration 59Q: 3 clusters Score -2.850587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240672 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -28505866.000000 Penalty: 6153.024902
	Iteration 60F: 3 clusters Score -2.850587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240679 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -28505844.000000 Penalty: 6153.024902
	Iteration 61Q: 3 clusters Score -2.850584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240684 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -28505834.000000 Penalty: 6153.024902
	Iteration 62Q: 3 clusters Score -2.850583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240690 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -28505848.000000 Penalty: 6153.024902
	Iteration 63Q: 3 clusters Score -2.850585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240691 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -28505850.000000 Penalty: 6153.024902
	Iteration 64Q: 3 clusters Score -2.850585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240698 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -28505840.000000 Penalty: 6153.024902
	Iteration 65Q: 3 clusters Score -2.850584e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240710 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -28505852.000000 Penalty: 6153.024902
	Iteration 66Q: 3 clusters Score -2.850585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240722 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -28505870.000000 Penalty: 6153.024902
	Iteration 67Q: 3 clusters Score -2.850587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240733 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -28505876.000000 Penalty: 6153.024902
	Iteration 68Q: 3 clusters Score -2.850588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240741 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -28505880.000000 Penalty: 6153.024902
	Iteration 69Q: 3 clusters Score -2.850588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240751 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -28505866.000000 Penalty: 6153.024902
	Iteration 70Q: 3 clusters Score -2.850587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240762 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -28505882.000000 Penalty: 6153.024902
	Iteration 71Q: 3 clusters Score -2.850588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240768 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -28505886.000000 Penalty: 6153.024902
	Iteration 72Q: 3 clusters Score -2.850589e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240777 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -28505874.000000 Penalty: 6153.024902
	Iteration 73Q: 3 clusters Score -2.850587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240784 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -28505874.000000 Penalty: 6153.024902
	Iteration 74Q: 3 clusters Score -2.850587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240798 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -28505856.000000 Penalty: 6153.024902
	Iteration 75Q: 3 clusters Score -2.850586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240806 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -28505856.000000 Penalty: 6153.024902
	Iteration 76Q: 3 clusters Score -2.850586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240808 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -28505860.000000 Penalty: 6153.024902
	Iteration 77Q: 3 clusters Score -2.850586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -28505854.000000 Penalty: 6153.024902
	Iteration 78Q: 3 clusters Score -2.850585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240812 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -28505896.000000 Penalty: 6153.024902
	Iteration 79Q: 3 clusters Score -2.85059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240808 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -28505884.000000 Penalty: 6153.024902
	Iteration 80F: 3 clusters Score -2.850588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -28505894.000000 Penalty: 6153.024902
	Iteration 81Q: 3 clusters Score -2.850589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -28505882.000000 Penalty: 6153.024902
	Iteration 82Q: 3 clusters Score -2.850588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240807 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -28505884.000000 Penalty: 6153.024902
	Iteration 83Q: 3 clusters Score -2.850588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240809 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -28505888.000000 Penalty: 6153.024902
	Iteration 84Q: 3 clusters Score -2.850589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240809 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -28505888.000000 Penalty: 6153.024902
	Iteration 85F: 3 clusters Score -2.850589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Entering Unmasked Estep 
Score: -2596517.750000 Penalty: 2478.775879
	Iteration 0F: 2 clusters Score -2596518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2581213.000000 Penalty: 4957.551758
	Iteration 0F: 3 clusters Score -2581213 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2586568.500000 Penalty: 4957.551758
	Iteration 1F: 3 clusters Score -2586568 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2586981.500000 Penalty: 4957.551758
	Iteration 2F: 3 clusters Score -2586982 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2587335.500000 Penalty: 4957.551758
	Iteration 3Q: 3 clusters Score -2587336 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2587694.500000 Penalty: 4957.551758
	Iteration 4Q: 3 clusters Score -2587694 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2588153.500000 Penalty: 4957.551758
	Iteration 5Q: 3 clusters Score -2588154 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2588815.500000 Penalty: 4957.551758
	Iteration 6F: 3 clusters Score -2588816 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2589780.500000 Penalty: 4957.551758
	Iteration 7F: 3 clusters Score -2589780 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2590974.000000 Penalty: 4957.551758
	Iteration 8F: 3 clusters Score -2590974 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2592237.500000 Penalty: 4957.551758
	Iteration 9F: 3 clusters Score -2592238 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2593224.000000 Penalty: 4957.551758
	Iteration 10Q: 3 clusters Score -2593224 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2593809.250000 Penalty: 4957.551758
	Iteration 11Q: 3 clusters Score -2593809 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2594074.500000 Penalty: 4957.551758
	Iteration 12Q: 3 clusters Score -2594074 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2594234.500000 Penalty: 4957.551758
	Iteration 13Q: 3 clusters Score -2594234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2594306.750000 Penalty: 4957.551758
	Iteration 14Q: 3 clusters Score -2594307 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2594339.250000 Penalty: 4957.551758
	Iteration 15Q: 3 clusters Score -2594339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2594360.000000 Penalty: 4957.551758
	Iteration 16Q: 3 clusters Score -2594360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2594365.750000 Penalty: 4957.551758
	Iteration 17Q: 3 clusters Score -2594366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2594370.250000 Penalty: 4957.551758
	Iteration 18Q: 3 clusters Score -2594370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2594372.000000 Penalty: 4957.551758
	Iteration 19Q: 3 clusters Score -2594372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2594377.500000 Penalty: 4957.551758
	Iteration 20F: 3 clusters Score -2594378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2594378.000000 Penalty: 4957.551758
	Iteration 21Q: 3 clusters Score -2594378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2594379.250000 Penalty: 4957.551758
	Iteration 22Q: 3 clusters Score -2594379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2594379.250000 Penalty: 4957.551758
	Iteration 23F: 3 clusters Score -2594379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66398.398438 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66398.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66713.601562 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66713.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66937.867188 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -66937.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67095.257812 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -67095.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67161.929688 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -67161.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67191.796875 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67191.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67224.914062 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67224.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67267.984375 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67267.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67315.671875 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67315.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67358.015625 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67358.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67388.195312 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67438.742188 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67438.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67512.414062 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -67512.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67572.101562 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -67572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67610.000000 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -67610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67613.265625 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -67613.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67628.640625 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -67628.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67642.328125 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -67642.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67650.125000 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -67650.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67662.437500 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -67662.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67673.921875 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -67673.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67675.007812 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -67675.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67675.007812 Penalty: 3246.493408
	Iteration 22F: 3 clusters Score -67675.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73465 members 
Entering Unmasked Estep 
Score: -8721335.000000 Penalty: 2778.731934
	Iteration 0F: 2 clusters Score -8721335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -8672188.000000 Penalty: 5557.463867
	Iteration 0F: 3 clusters Score -8672188 nChanged 34380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -8691847.000000 Penalty: 5557.463867
	Iteration 1F: 3 clusters Score -8691847 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -8692958.000000 Penalty: 5557.463867
	Iteration 2Q: 3 clusters Score -8692958 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -8694439.000000 Penalty: 5557.463867
	Iteration 3Q: 3 clusters Score -8694439 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -8696451.000000 Penalty: 5557.463867
	Iteration 4F: 3 clusters Score -8696451 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -8699336.000000 Penalty: 5557.463867
	Iteration 5F: 3 clusters Score -8699336 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8702985.000000 Penalty: 5557.463867
	Iteration 6F: 3 clusters Score -8702985 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8706952.000000 Penalty: 5557.463867
	Iteration 7F: 3 clusters Score -8706952 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -8710391.000000 Penalty: 5557.463867
	Iteration 8F: 3 clusters Score -8710391 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -8712804.000000 Penalty: 5557.463867
	Iteration 9F: 3 clusters Score -8712804 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -8714295.000000 Penalty: 5557.463867
	Iteration 10Q: 3 clusters Score -8714295 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -8715048.000000 Penalty: 5557.463867
	Iteration 11Q: 3 clusters Score -8715048 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -8715479.000000 Penalty: 5557.463867
	Iteration 12Q: 3 clusters Score -8715479 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -8715805.000000 Penalty: 5557.463867
	Iteration 13Q: 3 clusters Score -8715805 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -8716123.000000 Penalty: 5557.463867
	Iteration 14Q: 3 clusters Score -8716123 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -8716294.000000 Penalty: 5557.463867
	Iteration 15Q: 3 clusters Score -8716294 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -8716522.000000 Penalty: 5557.463867
	Iteration 16Q: 3 clusters Score -8716522 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -8716740.000000 Penalty: 5557.463867
	Iteration 17Q: 3 clusters Score -8716740 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -8716881.000000 Penalty: 5557.463867
	Iteration 18Q: 3 clusters Score -8716881 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -8717023.000000 Penalty: 5557.463867
	Iteration 19Q: 3 clusters Score -8717023 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -8717178.000000 Penalty: 5557.463867
	Iteration 20F: 3 clusters Score -8717178 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -8717330.000000 Penalty: 5557.463867
	Iteration 21Q: 3 clusters Score -8717330 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -8717448.000000 Penalty: 5557.463867
	Iteration 22Q: 3 clusters Score -8717448 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -8717606.000000 Penalty: 5557.463867
	Iteration 23Q: 3 clusters Score -8717606 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -8717721.000000 Penalty: 5557.463867
	Iteration 24Q: 3 clusters Score -8717721 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -8717797.000000 Penalty: 5557.463867
	Iteration 25Q: 3 clusters Score -8717797 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -8717914.000000 Penalty: 5557.463867
	Iteration 26Q: 3 clusters Score -8717914 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -8718012.000000 Penalty: 5557.463867
	Iteration 27Q: 3 clusters Score -8718012 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -8718072.000000 Penalty: 5557.463867
	Iteration 28Q: 3 clusters Score -8718072 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -8718187.000000 Penalty: 5557.463867
	Iteration 29Q: 3 clusters Score -8718187 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -8718242.000000 Penalty: 5557.463867
	Iteration 30Q: 3 clusters Score -8718242 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -8718321.000000 Penalty: 5557.463867
	Iteration 31Q: 3 clusters Score -8718321 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -8718445.000000 Penalty: 5557.463867
	Iteration 32Q: 3 clusters Score -8718445 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -8718536.000000 Penalty: 5557.463867
	Iteration 33Q: 3 clusters Score -8718536 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -8718634.000000 Penalty: 5557.463867
	Iteration 34Q: 3 clusters Score -8718634 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -8718680.000000 Penalty: 5557.463867
	Iteration 35Q: 3 clusters Score -8718680 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -8718757.000000 Penalty: 5557.463867
	Iteration 36Q: 3 clusters Score -8718757 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -8718844.000000 Penalty: 5557.463867
	Iteration 37Q: 3 clusters Score -8718844 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -8718902.000000 Penalty: 5557.463867
	Iteration 38Q: 3 clusters Score -8718902 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -8719013.000000 Penalty: 5557.463867
	Iteration 39Q: 3 clusters Score -8719013 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -8719065.000000 Penalty: 5557.463867
	Iteration 40F: 3 clusters Score -8719065 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 67652 members 
Entering Unmasked Estep 
Score: -8719121.000000 Penalty: 5557.463867
	Iteration 41Q: 3 clusters Score -8719121 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -8719157.000000 Penalty: 5557.463867
	Iteration 42Q: 3 clusters Score -8719157 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -8719213.000000 Penalty: 5557.463867
	Iteration 43Q: 3 clusters Score -8719213 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -8719245.000000 Penalty: 5557.463867
	Iteration 44Q: 3 clusters Score -8719245 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -8719284.000000 Penalty: 5557.463867
	Iteration 45Q: 3 clusters Score -8719284 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -8719343.000000 Penalty: 5557.463867
	Iteration 46Q: 3 clusters Score -8719343 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -8719374.000000 Penalty: 5557.463867
	Iteration 47Q: 3 clusters Score -8719374 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 68996 members 
Entering Unmasked Estep 
Score: -8719394.000000 Penalty: 5557.463867
	Iteration 48Q: 3 clusters Score -8719394 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -8719408.000000 Penalty: 5557.463867
	Iteration 49Q: 3 clusters Score -8719408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 69272 members 
Entering Unmasked Estep 
Score: -8719442.000000 Penalty: 5557.463867
	Iteration 50Q: 3 clusters Score -8719442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 69386 members 
Entering Unmasked Estep 
Score: -8719494.000000 Penalty: 5557.463867
	Iteration 51Q: 3 clusters Score -8719494 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -8719507.000000 Penalty: 5557.463867
	Iteration 52Q: 3 clusters Score -8719507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -8719527.000000 Penalty: 5557.463867
	Iteration 53Q: 3 clusters Score -8719527 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 69598 members 
Entering Unmasked Estep 
Score: -8719530.000000 Penalty: 5557.463867
	Iteration 54Q: 3 clusters Score -8719530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 69647 members 
Entering Unmasked Estep 
Score: -8719516.000000 Penalty: 5557.463867
	Iteration 55Q: 3 clusters Score -8719516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -8719531.000000 Penalty: 5557.463867
	Iteration 56Q: 3 clusters Score -8719531 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -8719531.000000 Penalty: 5557.463867
	Iteration 57Q: 3 clusters Score -8719531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 69804 members 
Entering Unmasked Estep 
Score: -8719534.000000 Penalty: 5557.463867
	Iteration 58Q: 3 clusters Score -8719534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -8719538.000000 Penalty: 5557.463867
	Iteration 59Q: 3 clusters Score -8719538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -8719545.000000 Penalty: 5557.463867
	Iteration 60F: 3 clusters Score -8719545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -8719542.000000 Penalty: 5557.463867
	Iteration 61Q: 3 clusters Score -8719542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 69934 members 
Entering Unmasked Estep 
Score: -8719530.000000 Penalty: 5557.463867
	Iteration 62Q: 3 clusters Score -8719530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -8719538.000000 Penalty: 5557.463867
	Iteration 63Q: 3 clusters Score -8719538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -8719561.000000 Penalty: 5557.463867
	Iteration 64Q: 3 clusters Score -8719561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -8719573.000000 Penalty: 5557.463867
	Iteration 65Q: 3 clusters Score -8719573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -8719594.000000 Penalty: 5557.463867
	Iteration 66Q: 3 clusters Score -8719594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -8719622.000000 Penalty: 5557.463867
	Iteration 67Q: 3 clusters Score -8719622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -8719611.000000 Penalty: 5557.463867
	Iteration 68Q: 3 clusters Score -8719611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -8719613.000000 Penalty: 5557.463867
	Iteration 69Q: 3 clusters Score -8719613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -8719613.000000 Penalty: 5557.463867
	Iteration 70Q: 3 clusters Score -8719613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -8719640.000000 Penalty: 5557.463867
	Iteration 71Q: 3 clusters Score -8719640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 70443 members 
Entering Unmasked Estep 
Score: -8719628.000000 Penalty: 5557.463867
	Iteration 72Q: 3 clusters Score -8719628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -8719634.000000 Penalty: 5557.463867
	Iteration 73Q: 3 clusters Score -8719634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 70522 members 
Entering Unmasked Estep 
Score: -8719634.000000 Penalty: 5557.463867
	Iteration 74Q: 3 clusters Score -8719634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -8719634.000000 Penalty: 5557.463867
	Iteration 75Q: 3 clusters Score -8719634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -8719631.000000 Penalty: 5557.463867
	Iteration 76Q: 3 clusters Score -8719631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -8719670.000000 Penalty: 5557.463867
	Iteration 77Q: 3 clusters Score -8719670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -8719660.000000 Penalty: 5557.463867
	Iteration 78Q: 3 clusters Score -8719660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -8719680.000000 Penalty: 5557.463867
	Iteration 79Q: 3 clusters Score -8719680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 70751 members 
Entering Unmasked Estep 
Score: -8719688.000000 Penalty: 5557.463867
	Iteration 80F: 3 clusters Score -8719688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -8719682.000000 Penalty: 5557.463867
	Iteration 81Q: 3 clusters Score -8719682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -8719686.000000 Penalty: 5557.463867
	Iteration 82Q: 3 clusters Score -8719686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -8719699.000000 Penalty: 5557.463867
	Iteration 83Q: 3 clusters Score -8719699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 70900 members 
Entering Unmasked Estep 
Score: -8719716.000000 Penalty: 5557.463867
	Iteration 84Q: 3 clusters Score -8719716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -8719721.000000 Penalty: 5557.463867
	Iteration 85Q: 3 clusters Score -8719721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -8719722.000000 Penalty: 5557.463867
	Iteration 86Q: 3 clusters Score -8719722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -8719729.000000 Penalty: 5557.463867
	Iteration 87Q: 3 clusters Score -8719729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -8719721.000000 Penalty: 5557.463867
	Iteration 88Q: 3 clusters Score -8719721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 71092 members 
Entering Unmasked Estep 
Score: -8719740.000000 Penalty: 5557.463867
	Iteration 89Q: 3 clusters Score -8719740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -8719746.000000 Penalty: 5557.463867
	Iteration 90Q: 3 clusters Score -8719746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 71145 members 
Entering Unmasked Estep 
Score: -8719758.000000 Penalty: 5557.463867
	Iteration 91Q: 3 clusters Score -8719758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 71162 members 
Entering Unmasked Estep 
Score: -8719778.000000 Penalty: 5557.463867
	Iteration 92Q: 3 clusters Score -8719778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 71185 members 
Entering Unmasked Estep 
Score: -8719774.000000 Penalty: 5557.463867
	Iteration 93Q: 3 clusters Score -8719774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -8719798.000000 Penalty: 5557.463867
	Iteration 94Q: 3 clusters Score -8719798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -8719806.000000 Penalty: 5557.463867
	Iteration 95Q: 3 clusters Score -8719806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -8719807.000000 Penalty: 5557.463867
	Iteration 96Q: 3 clusters Score -8719807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -8719807.000000 Penalty: 5557.463867
	Iteration 97Q: 3 clusters Score -8719807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -8719811.000000 Penalty: 5557.463867
	Iteration 98Q: 3 clusters Score -8719811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -8719825.000000 Penalty: 5557.463867
	Iteration 99Q: 3 clusters Score -8719825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -8719818.000000 Penalty: 5557.463867
	Iteration 100F: 3 clusters Score -8719818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -8719819.000000 Penalty: 5557.463867
	Iteration 101Q: 3 clusters Score -8719819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -8719828.000000 Penalty: 5557.463867
	Iteration 102Q: 3 clusters Score -8719828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -8719830.000000 Penalty: 5557.463867
	Iteration 103Q: 3 clusters Score -8719830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -8719832.000000 Penalty: 5557.463867
	Iteration 104Q: 3 clusters Score -8719832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -8719838.000000 Penalty: 5557.463867
	Iteration 105Q: 3 clusters Score -8719838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -8719834.000000 Penalty: 5557.463867
	Iteration 106Q: 3 clusters Score -8719834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -8719834.000000 Penalty: 5557.463867
	Iteration 107Q: 3 clusters Score -8719834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8719833.000000 Penalty: 5557.463867
	Iteration 108Q: 3 clusters Score -8719833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -8719833.000000 Penalty: 5557.463867
	Iteration 109F: 3 clusters Score -8719833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Entering Unmasked Estep 
Score: -2763121.250000 Penalty: 2501.889648
	Iteration 0F: 2 clusters Score -2763121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2746396.000000 Penalty: 5003.779297
	Iteration 0F: 3 clusters Score -2746396 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2752221.250000 Penalty: 5003.779297
	Iteration 1F: 3 clusters Score -2752221 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2752727.250000 Penalty: 5003.779297
	Iteration 2F: 3 clusters Score -2752727 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2753204.500000 Penalty: 5003.779297
	Iteration 3Q: 3 clusters Score -2753204 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2753698.000000 Penalty: 5003.779297
	Iteration 4Q: 3 clusters Score -2753698 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2754268.750000 Penalty: 5003.779297
	Iteration 5Q: 3 clusters Score -2754269 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2755087.500000 Penalty: 5003.779297
	Iteration 6F: 3 clusters Score -2755088 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2756085.000000 Penalty: 5003.779297
	Iteration 7F: 3 clusters Score -2756085 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2757211.500000 Penalty: 5003.779297
	Iteration 8F: 3 clusters Score -2757212 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2758212.750000 Penalty: 5003.779297
	Iteration 9F: 3 clusters Score -2758213 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2759025.750000 Penalty: 5003.779297
	Iteration 10Q: 3 clusters Score -2759026 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2759668.000000 Penalty: 5003.779297
	Iteration 11Q: 3 clusters Score -2759668 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2760121.750000 Penalty: 5003.779297
	Iteration 12Q: 3 clusters Score -2760122 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -2760373.500000 Penalty: 5003.779297
	Iteration 13Q: 3 clusters Score -2760374 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2760552.500000 Penalty: 5003.779297
	Iteration 14Q: 3 clusters Score -2760552 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2760679.750000 Penalty: 5003.779297
	Iteration 15Q: 3 clusters Score -2760680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -2760778.000000 Penalty: 5003.779297
	Iteration 16Q: 3 clusters Score -2760778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2760842.250000 Penalty: 5003.779297
	Iteration 17Q: 3 clusters Score -2760842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2760885.500000 Penalty: 5003.779297
	Iteration 18Q: 3 clusters Score -2760886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2760920.750000 Penalty: 5003.779297
	Iteration 19Q: 3 clusters Score -2760921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -2760953.000000 Penalty: 5003.779297
	Iteration 20F: 3 clusters Score -2760953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -2760974.500000 Penalty: 5003.779297
	Iteration 21Q: 3 clusters Score -2760974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2760986.000000 Penalty: 5003.779297
	Iteration 22Q: 3 clusters Score -2760986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2760999.250000 Penalty: 5003.779297
	Iteration 23Q: 3 clusters Score -2760999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -2761006.500000 Penalty: 5003.779297
	Iteration 24Q: 3 clusters Score -2761006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2761014.250000 Penalty: 5003.779297
	Iteration 25Q: 3 clusters Score -2761014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -2761012.250000 Penalty: 5003.779297
	Iteration 26Q: 3 clusters Score -2761012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -2761022.750000 Penalty: 5003.779297
	Iteration 27Q: 3 clusters Score -2761023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -2761023.000000 Penalty: 5003.779297
	Iteration 28Q: 3 clusters Score -2761023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -2761025.250000 Penalty: 5003.779297
	Iteration 29Q: 3 clusters Score -2761025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -2761027.000000 Penalty: 5003.779297
	Iteration 30Q: 3 clusters Score -2761027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2761030.500000 Penalty: 5003.779297
	Iteration 31Q: 3 clusters Score -2761030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -2761035.500000 Penalty: 5003.779297
	Iteration 32Q: 3 clusters Score -2761036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2761038.750000 Penalty: 5003.779297
	Iteration 33Q: 3 clusters Score -2761039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2761037.500000 Penalty: 5003.779297
	Iteration 34Q: 3 clusters Score -2761038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -2761037.500000 Penalty: 5003.779297
	Iteration 35F: 3 clusters Score -2761038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (120500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120500 members 
Entering Unmasked Estep 
Score: -13792143.000000 Penalty: 2901.452393
	Iteration 0F: 2 clusters Score -1.379214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -13711614.000000 Penalty: 5802.904785
	Iteration 0F: 3 clusters Score -1.371161e+07 nChanged 57190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -13744409.000000 Penalty: 5802.904785
	Iteration 1F: 3 clusters Score -1.374441e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -13745621.000000 Penalty: 5802.904785
	Iteration 2Q: 3 clusters Score -1.374562e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -13747480.000000 Penalty: 5802.904785
	Iteration 3Q: 3 clusters Score -1.374748e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -13750986.000000 Penalty: 5802.904785
	Iteration 4F: 3 clusters Score -1.375099e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -13757708.000000 Penalty: 5802.904785
	Iteration 5F: 3 clusters Score -1.375771e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -13767727.000000 Penalty: 5802.904785
	Iteration 6F: 3 clusters Score -1.376773e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109694 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -13778585.000000 Penalty: 5802.904785
	Iteration 7F: 3 clusters Score -1.377858e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116586 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -13785719.000000 Penalty: 5802.904785
	Iteration 8F: 3 clusters Score -1.378572e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -13788425.000000 Penalty: 5802.904785
	Iteration 9Q: 3 clusters Score -1.378842e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120025 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -13789139.000000 Penalty: 5802.904785
	Iteration 10Q: 3 clusters Score -1.378914e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120198 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -13789373.000000 Penalty: 5802.904785
	Iteration 11Q: 3 clusters Score -1.378937e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13789424.000000 Penalty: 5802.904785
	Iteration 12Q: 3 clusters Score -1.378942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -13789457.000000 Penalty: 5802.904785
	Iteration 13Q: 3 clusters Score -1.378946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -13789469.000000 Penalty: 5802.904785
	Iteration 14Q: 3 clusters Score -1.378947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120267 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13789497.000000 Penalty: 5802.904785
	Iteration 15Q: 3 clusters Score -1.37895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -13789518.000000 Penalty: 5802.904785
	Iteration 16Q: 3 clusters Score -1.378952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13789514.000000 Penalty: 5802.904785
	Iteration 17Q: 3 clusters Score -1.378951e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13789528.000000 Penalty: 5802.904785
	Iteration 18Q: 3 clusters Score -1.378953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -13789532.000000 Penalty: 5802.904785
	Iteration 19Q: 3 clusters Score -1.378953e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120281 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13789542.000000 Penalty: 5802.904785
	Iteration 20F: 3 clusters Score -1.378954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120283 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -13789551.000000 Penalty: 5802.904785
	Iteration 21Q: 3 clusters Score -1.378955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13789549.000000 Penalty: 5802.904785
	Iteration 22Q: 3 clusters Score -1.378955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120285 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13789563.000000 Penalty: 5802.904785
	Iteration 23Q: 3 clusters Score -1.378956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120286 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -13789565.000000 Penalty: 5802.904785
	Iteration 24Q: 3 clusters Score -1.378956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13789562.000000 Penalty: 5802.904785
	Iteration 25Q: 3 clusters Score -1.378956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13789567.000000 Penalty: 5802.904785
	Iteration 26Q: 3 clusters Score -1.378957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120288 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13789577.000000 Penalty: 5802.904785
	Iteration 27Q: 3 clusters Score -1.378958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13789579.000000 Penalty: 5802.904785
	Iteration 28Q: 3 clusters Score -1.378958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -13789579.000000 Penalty: 5802.904785
	Iteration 29F: 3 clusters Score -1.378958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Entering Unmasked Estep 
Score: -2769083.250000 Penalty: 2502.383789
	Iteration 0F: 2 clusters Score -2769083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2752445.000000 Penalty: 5004.767578
	Iteration 0F: 3 clusters Score -2752445 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2758303.750000 Penalty: 5004.767578
	Iteration 1F: 3 clusters Score -2758304 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2758720.250000 Penalty: 5004.767578
	Iteration 2F: 3 clusters Score -2758720 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2759071.750000 Penalty: 5004.767578
	Iteration 3Q: 3 clusters Score -2759072 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2759408.000000 Penalty: 5004.767578
	Iteration 4Q: 3 clusters Score -2759408 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2759785.000000 Penalty: 5004.767578
	Iteration 5Q: 3 clusters Score -2759785 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2760211.500000 Penalty: 5004.767578
	Iteration 6Q: 3 clusters Score -2760212 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2760701.500000 Penalty: 5004.767578
	Iteration 7Q: 3 clusters Score -2760702 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2761253.000000 Penalty: 5004.767578
	Iteration 8Q: 3 clusters Score -2761253 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2761838.250000 Penalty: 5004.767578
	Iteration 9Q: 3 clusters Score -2761838 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2762401.250000 Penalty: 5004.767578
	Iteration 10Q: 3 clusters Score -2762401 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2762990.500000 Penalty: 5004.767578
	Iteration 11Q: 3 clusters Score -2762990 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2763459.250000 Penalty: 5004.767578
	Iteration 12Q: 3 clusters Score -2763459 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2763851.000000 Penalty: 5004.767578
	Iteration 13Q: 3 clusters Score -2763851 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2764143.750000 Penalty: 5004.767578
	Iteration 14Q: 3 clusters Score -2764144 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2764342.750000 Penalty: 5004.767578
	Iteration 15Q: 3 clusters Score -2764343 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2764457.250000 Penalty: 5004.767578
	Iteration 16Q: 3 clusters Score -2764457 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2764558.500000 Penalty: 5004.767578
	Iteration 17Q: 3 clusters Score -2764558 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2764649.750000 Penalty: 5004.767578
	Iteration 18Q: 3 clusters Score -2764650 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2764764.500000 Penalty: 5004.767578
	Iteration 19Q: 3 clusters Score -2764764 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2764871.500000 Penalty: 5004.767578
	Iteration 20F: 3 clusters Score -2764872 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2764971.750000 Penalty: 5004.767578
	Iteration 21Q: 3 clusters Score -2764972 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2765081.500000 Penalty: 5004.767578
	Iteration 22Q: 3 clusters Score -2765082 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2765190.500000 Penalty: 5004.767578
	Iteration 23Q: 3 clusters Score -2765190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2765268.750000 Penalty: 5004.767578
	Iteration 24Q: 3 clusters Score -2765269 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2765343.750000 Penalty: 5004.767578
	Iteration 25Q: 3 clusters Score -2765344 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2765425.750000 Penalty: 5004.767578
	Iteration 26Q: 3 clusters Score -2765426 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2765487.750000 Penalty: 5004.767578
	Iteration 27Q: 3 clusters Score -2765488 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2765554.000000 Penalty: 5004.767578
	Iteration 28Q: 3 clusters Score -2765554 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2765611.250000 Penalty: 5004.767578
	Iteration 29Q: 3 clusters Score -2765611 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2765686.750000 Penalty: 5004.767578
	Iteration 30Q: 3 clusters Score -2765687 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2765747.000000 Penalty: 5004.767578
	Iteration 31Q: 3 clusters Score -2765747 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2765817.000000 Penalty: 5004.767578
	Iteration 32Q: 3 clusters Score -2765817 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2765882.750000 Penalty: 5004.767578
	Iteration 33Q: 3 clusters Score -2765883 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2765941.250000 Penalty: 5004.767578
	Iteration 34Q: 3 clusters Score -2765941 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2765989.000000 Penalty: 5004.767578
	Iteration 35Q: 3 clusters Score -2765989 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2766025.500000 Penalty: 5004.767578
	Iteration 36Q: 3 clusters Score -2766026 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2766066.000000 Penalty: 5004.767578
	Iteration 37Q: 3 clusters Score -2766066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2766107.500000 Penalty: 5004.767578
	Iteration 38Q: 3 clusters Score -2766108 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2766161.000000 Penalty: 5004.767578
	Iteration 39Q: 3 clusters Score -2766161 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2766195.750000 Penalty: 5004.767578
	Iteration 40F: 3 clusters Score -2766196 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2766232.500000 Penalty: 5004.767578
	Iteration 41Q: 3 clusters Score -2766232 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2766270.250000 Penalty: 5004.767578
	Iteration 42Q: 3 clusters Score -2766270 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2766292.500000 Penalty: 5004.767578
	Iteration 43Q: 3 clusters Score -2766292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2766334.750000 Penalty: 5004.767578
	Iteration 44Q: 3 clusters Score -2766335 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2766364.750000 Penalty: 5004.767578
	Iteration 45Q: 3 clusters Score -2766365 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2766399.750000 Penalty: 5004.767578
	Iteration 46Q: 3 clusters Score -2766400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2766431.500000 Penalty: 5004.767578
	Iteration 47Q: 3 clusters Score -2766432 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2766462.250000 Penalty: 5004.767578
	Iteration 48Q: 3 clusters Score -2766462 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2766495.500000 Penalty: 5004.767578
	Iteration 49Q: 3 clusters Score -2766496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2766522.250000 Penalty: 5004.767578
	Iteration 50Q: 3 clusters Score -2766522 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2766557.250000 Penalty: 5004.767578
	Iteration 51Q: 3 clusters Score -2766557 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2766602.000000 Penalty: 5004.767578
	Iteration 52Q: 3 clusters Score -2766602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2766628.000000 Penalty: 5004.767578
	Iteration 53Q: 3 clusters Score -2766628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2766657.750000 Penalty: 5004.767578
	Iteration 54Q: 3 clusters Score -2766658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2766696.750000 Penalty: 5004.767578
	Iteration 55Q: 3 clusters Score -2766697 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2766725.000000 Penalty: 5004.767578
	Iteration 56Q: 3 clusters Score -2766725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2766750.000000 Penalty: 5004.767578
	Iteration 57Q: 3 clusters Score -2766750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2766773.250000 Penalty: 5004.767578
	Iteration 58Q: 3 clusters Score -2766773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2766789.750000 Penalty: 5004.767578
	Iteration 59Q: 3 clusters Score -2766790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2766804.750000 Penalty: 5004.767578
	Iteration 60F: 3 clusters Score -2766805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2766821.750000 Penalty: 5004.767578
	Iteration 61Q: 3 clusters Score -2766822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2766842.250000 Penalty: 5004.767578
	Iteration 62Q: 3 clusters Score -2766842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2766866.750000 Penalty: 5004.767578
	Iteration 63Q: 3 clusters Score -2766867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2766889.500000 Penalty: 5004.767578
	Iteration 64Q: 3 clusters Score -2766890 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2766902.500000 Penalty: 5004.767578
	Iteration 65Q: 3 clusters Score -2766902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2766919.500000 Penalty: 5004.767578
	Iteration 66Q: 3 clusters Score -2766920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2766927.750000 Penalty: 5004.767578
	Iteration 67Q: 3 clusters Score -2766928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2766956.500000 Penalty: 5004.767578
	Iteration 68Q: 3 clusters Score -2766956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2766961.250000 Penalty: 5004.767578
	Iteration 69Q: 3 clusters Score -2766961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2766982.000000 Penalty: 5004.767578
	Iteration 70Q: 3 clusters Score -2766982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2766990.000000 Penalty: 5004.767578
	Iteration 71Q: 3 clusters Score -2766990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -2767003.500000 Penalty: 5004.767578
	Iteration 72Q: 3 clusters Score -2767004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2767012.500000 Penalty: 5004.767578
	Iteration 73Q: 3 clusters Score -2767012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -2767016.000000 Penalty: 5004.767578
	Iteration 74Q: 3 clusters Score -2767016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2767026.000000 Penalty: 5004.767578
	Iteration 75Q: 3 clusters Score -2767026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2767033.000000 Penalty: 5004.767578
	Iteration 76Q: 3 clusters Score -2767033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2767053.250000 Penalty: 5004.767578
	Iteration 77Q: 3 clusters Score -2767053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2767066.750000 Penalty: 5004.767578
	Iteration 78Q: 3 clusters Score -2767067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -2767076.000000 Penalty: 5004.767578
	Iteration 79Q: 3 clusters Score -2767076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2767083.500000 Penalty: 5004.767578
	Iteration 80F: 3 clusters Score -2767084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -2767092.250000 Penalty: 5004.767578
	Iteration 81Q: 3 clusters Score -2767092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2767098.750000 Penalty: 5004.767578
	Iteration 82Q: 3 clusters Score -2767099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2767105.250000 Penalty: 5004.767578
	Iteration 83Q: 3 clusters Score -2767105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2767115.000000 Penalty: 5004.767578
	Iteration 84Q: 3 clusters Score -2767115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2767122.500000 Penalty: 5004.767578
	Iteration 85Q: 3 clusters Score -2767122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2767133.250000 Penalty: 5004.767578
	Iteration 86Q: 3 clusters Score -2767133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2767144.250000 Penalty: 5004.767578
	Iteration 87Q: 3 clusters Score -2767144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2767155.750000 Penalty: 5004.767578
	Iteration 88Q: 3 clusters Score -2767156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2767162.250000 Penalty: 5004.767578
	Iteration 89Q: 3 clusters Score -2767162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2767163.750000 Penalty: 5004.767578
	Iteration 90Q: 3 clusters Score -2767164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2767167.750000 Penalty: 5004.767578
	Iteration 91Q: 3 clusters Score -2767168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2767177.000000 Penalty: 5004.767578
	Iteration 92Q: 3 clusters Score -2767177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2767178.500000 Penalty: 5004.767578
	Iteration 93Q: 3 clusters Score -2767178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -2767181.000000 Penalty: 5004.767578
	Iteration 94Q: 3 clusters Score -2767181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2767188.750000 Penalty: 5004.767578
	Iteration 95Q: 3 clusters Score -2767189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2767198.750000 Penalty: 5004.767578
	Iteration 96Q: 3 clusters Score -2767199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2767206.000000 Penalty: 5004.767578
	Iteration 97Q: 3 clusters Score -2767206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2767206.250000 Penalty: 5004.767578
	Iteration 98Q: 3 clusters Score -2767206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2767210.250000 Penalty: 5004.767578
	Iteration 99Q: 3 clusters Score -2767210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -2767209.500000 Penalty: 5004.767578
	Iteration 100F: 3 clusters Score -2767210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2767208.750000 Penalty: 5004.767578
	Iteration 101Q: 3 clusters Score -2767209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2767208.750000 Penalty: 5004.767578
	Iteration 102Q: 3 clusters Score -2767209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2767208.750000 Penalty: 5004.767578
	Iteration 103F: 3 clusters Score -2767209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Entering Unmasked Estep 
Score: -1708540.750000 Penalty: 2374.854248
	Iteration 0F: 2 clusters Score -1708541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1698044.000000 Penalty: 4749.708496
	Iteration 0F: 3 clusters Score -1698044 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1701511.500000 Penalty: 4749.708496
	Iteration 1F: 3 clusters Score -1701512 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1702040.875000 Penalty: 4749.708496
	Iteration 2F: 3 clusters Score -1702041 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1702599.500000 Penalty: 4749.708496
	Iteration 3F: 3 clusters Score -1702600 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1703185.000000 Penalty: 4749.708496
	Iteration 4F: 3 clusters Score -1703185 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1703739.125000 Penalty: 4749.708496
	Iteration 5F: 3 clusters Score -1703739 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1704218.250000 Penalty: 4749.708496
	Iteration 6F: 3 clusters Score -1704218 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1704587.250000 Penalty: 4749.708496
	Iteration 7Q: 3 clusters Score -1704587 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1704855.500000 Penalty: 4749.708496
	Iteration 8Q: 3 clusters Score -1704856 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1705036.250000 Penalty: 4749.708496
	Iteration 9Q: 3 clusters Score -1705036 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1705137.375000 Penalty: 4749.708496
	Iteration 10Q: 3 clusters Score -1705137 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1705194.125000 Penalty: 4749.708496
	Iteration 11Q: 3 clusters Score -1705194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1705228.625000 Penalty: 4749.708496
	Iteration 12Q: 3 clusters Score -1705229 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1705255.125000 Penalty: 4749.708496
	Iteration 13Q: 3 clusters Score -1705255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1705265.250000 Penalty: 4749.708496
	Iteration 14Q: 3 clusters Score -1705265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1705281.875000 Penalty: 4749.708496
	Iteration 15Q: 3 clusters Score -1705282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1705286.500000 Penalty: 4749.708496
	Iteration 16Q: 3 clusters Score -1705286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1705292.500000 Penalty: 4749.708496
	Iteration 17Q: 3 clusters Score -1705292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1705290.375000 Penalty: 4749.708496
	Iteration 18Q: 3 clusters Score -1705290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1705300.125000 Penalty: 4749.708496
	Iteration 19Q: 3 clusters Score -1705300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1705300.375000 Penalty: 4749.708496
	Iteration 20F: 3 clusters Score -1705300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1705304.375000 Penalty: 4749.708496
	Iteration 21Q: 3 clusters Score -1705304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1705307.750000 Penalty: 4749.708496
	Iteration 22Q: 3 clusters Score -1705308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1705308.250000 Penalty: 4749.708496
	Iteration 23Q: 3 clusters Score -1705308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1705310.625000 Penalty: 4749.708496
	Iteration 24Q: 3 clusters Score -1705311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1705306.125000 Penalty: 4749.708496
	Iteration 25Q: 3 clusters Score -1705306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1705308.875000 Penalty: 4749.708496
	Iteration 26Q: 3 clusters Score -1705309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1705311.750000 Penalty: 4749.708496
	Iteration 27Q: 3 clusters Score -1705312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1705317.250000 Penalty: 4749.708496
	Iteration 28Q: 3 clusters Score -1705317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1705317.625000 Penalty: 4749.708496
	Iteration 29Q: 3 clusters Score -1705318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1705320.125000 Penalty: 4749.708496
	Iteration 30Q: 3 clusters Score -1705320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1705323.000000 Penalty: 4749.708496
	Iteration 31Q: 3 clusters Score -1705323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1705322.250000 Penalty: 4749.708496
	Iteration 32Q: 3 clusters Score -1705322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1705324.125000 Penalty: 4749.708496
	Iteration 33Q: 3 clusters Score -1705324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1705323.875000 Penalty: 4749.708496
	Iteration 34Q: 3 clusters Score -1705324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1705325.250000 Penalty: 4749.708496
	Iteration 35Q: 3 clusters Score -1705325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1705324.625000 Penalty: 4749.708496
	Iteration 36Q: 3 clusters Score -1705325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1705324.500000 Penalty: 4749.708496
	Iteration 37Q: 3 clusters Score -1705324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1705324.500000 Penalty: 4749.708496
	Iteration 38F: 3 clusters Score -1705324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Entering Unmasked Estep 
Score: -1011313.062500 Penalty: 2262.946045
	Iteration 0F: 2 clusters Score -1011313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1004188.000000 Penalty: 4525.892090
	Iteration 0F: 3 clusters Score -1004188 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1006569.500000 Penalty: 4525.892090
	Iteration 1F: 3 clusters Score -1006570 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1007177.000000 Penalty: 4525.892090
	Iteration 2F: 3 clusters Score -1007177 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1007822.187500 Penalty: 4525.892090
	Iteration 3F: 3 clusters Score -1007822 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1008495.875000 Penalty: 4525.892090
	Iteration 4F: 3 clusters Score -1008496 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1009048.500000 Penalty: 4525.892090
	Iteration 5F: 3 clusters Score -1009048 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1009460.062500 Penalty: 4525.892090
	Iteration 6F: 3 clusters Score -1009460 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1009751.250000 Penalty: 4525.892090
	Iteration 7Q: 3 clusters Score -1009751 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1009922.187500 Penalty: 4525.892090
	Iteration 8Q: 3 clusters Score -1009922 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1010034.125000 Penalty: 4525.892090
	Iteration 9Q: 3 clusters Score -1010034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1010093.812500 Penalty: 4525.892090
	Iteration 10Q: 3 clusters Score -1010094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1010139.125000 Penalty: 4525.892090
	Iteration 11Q: 3 clusters Score -1010139 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1010175.000000 Penalty: 4525.892090
	Iteration 12Q: 3 clusters Score -1010175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1010204.125000 Penalty: 4525.892090
	Iteration 13Q: 3 clusters Score -1010204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1010227.562500 Penalty: 4525.892090
	Iteration 14Q: 3 clusters Score -1010228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1010240.000000 Penalty: 4525.892090
	Iteration 15Q: 3 clusters Score -1010240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1010249.187500 Penalty: 4525.892090
	Iteration 16Q: 3 clusters Score -1010249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1010256.875000 Penalty: 4525.892090
	Iteration 17Q: 3 clusters Score -1010257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1010259.062500 Penalty: 4525.892090
	Iteration 18Q: 3 clusters Score -1010259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1010263.562500 Penalty: 4525.892090
	Iteration 19Q: 3 clusters Score -1010264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1010267.062500 Penalty: 4525.892090
	Iteration 20F: 3 clusters Score -1010267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1010271.812500 Penalty: 4525.892090
	Iteration 21Q: 3 clusters Score -1010272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1010274.500000 Penalty: 4525.892090
	Iteration 22Q: 3 clusters Score -1010274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1010276.437500 Penalty: 4525.892090
	Iteration 23Q: 3 clusters Score -1010276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1010277.062500 Penalty: 4525.892090
	Iteration 24Q: 3 clusters Score -1010277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1010278.312500 Penalty: 4525.892090
	Iteration 25Q: 3 clusters Score -1010278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1010276.500000 Penalty: 4525.892090
	Iteration 26Q: 3 clusters Score -1010276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1010279.750000 Penalty: 4525.892090
	Iteration 27Q: 3 clusters Score -1010280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1010279.125000 Penalty: 4525.892090
	Iteration 28Q: 3 clusters Score -1010279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1010282.125000 Penalty: 4525.892090
	Iteration 29Q: 3 clusters Score -1010282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1010283.875000 Penalty: 4525.892090
	Iteration 30Q: 3 clusters Score -1010284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1010285.812500 Penalty: 4525.892090
	Iteration 31Q: 3 clusters Score -1010286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1010285.812500 Penalty: 4525.892090
	Iteration 32Q: 3 clusters Score -1010286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1010287.250000 Penalty: 4525.892090
	Iteration 33Q: 3 clusters Score -1010287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1010287.937500 Penalty: 4525.892090
	Iteration 34Q: 3 clusters Score -1010288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1010287.875000 Penalty: 4525.892090
	Iteration 35Q: 3 clusters Score -1010288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1010292.875000 Penalty: 4525.892090
	Iteration 36Q: 3 clusters Score -1010293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1010295.500000 Penalty: 4525.892090
	Iteration 37Q: 3 clusters Score -1010296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1010295.000000 Penalty: 4525.892090
	Iteration 38Q: 3 clusters Score -1010295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1010295.375000 Penalty: 4525.892090
	Iteration 39Q: 3 clusters Score -1010295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1010298.062500 Penalty: 4525.892090
	Iteration 40F: 3 clusters Score -1010298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1010297.375000 Penalty: 4525.892090
	Iteration 41Q: 3 clusters Score -1010297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1010298.250000 Penalty: 4525.892090
	Iteration 42Q: 3 clusters Score -1010298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1010299.812500 Penalty: 4525.892090
	Iteration 43Q: 3 clusters Score -1010300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1010299.250000 Penalty: 4525.892090
	Iteration 44Q: 3 clusters Score -1010299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1010300.625000 Penalty: 4525.892090
	Iteration 45Q: 3 clusters Score -1010301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1010300.625000 Penalty: 4525.892090
	Iteration 46F: 3 clusters Score -1010301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -859667.125000 Penalty: 2224.225342
	Iteration 0F: 2 clusters Score -859667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -853342.687500 Penalty: 4448.450684
	Iteration 0F: 3 clusters Score -853342.7 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -855116.750000 Penalty: 4448.450684
	Iteration 1F: 3 clusters Score -855116.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -855485.687500 Penalty: 4448.450684
	Iteration 2F: 3 clusters Score -855485.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -855765.312500 Penalty: 4448.450684
	Iteration 3F: 3 clusters Score -855765.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -855988.375000 Penalty: 4448.450684
	Iteration 4F: 3 clusters Score -855988.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -856202.312500 Penalty: 4448.450684
	Iteration 5Q: 3 clusters Score -856202.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -856461.500000 Penalty: 4448.450684
	Iteration 6Q: 3 clusters Score -856461.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -856837.375000 Penalty: 4448.450684
	Iteration 7Q: 3 clusters Score -856837.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -857214.062500 Penalty: 4448.450684
	Iteration 8F: 3 clusters Score -857214.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -857578.250000 Penalty: 4448.450684
	Iteration 9F: 3 clusters Score -857578.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -857904.937500 Penalty: 4448.450684
	Iteration 10F: 3 clusters Score -857904.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -858170.937500 Penalty: 4448.450684
	Iteration 11Q: 3 clusters Score -858170.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -858383.562500 Penalty: 4448.450684
	Iteration 12Q: 3 clusters Score -858383.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -858560.312500 Penalty: 4448.450684
	Iteration 13Q: 3 clusters Score -858560.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -858696.562500 Penalty: 4448.450684
	Iteration 14Q: 3 clusters Score -858696.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -858808.937500 Penalty: 4448.450684
	Iteration 15Q: 3 clusters Score -858808.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -858912.625000 Penalty: 4448.450684
	Iteration 16Q: 3 clusters Score -858912.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -858999.937500 Penalty: 4448.450684
	Iteration 17Q: 3 clusters Score -858999.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -859063.375000 Penalty: 4448.450684
	Iteration 18Q: 3 clusters Score -859063.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -859110.000000 Penalty: 4448.450684
	Iteration 19Q: 3 clusters Score -859110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -859153.000000 Penalty: 4448.450684
	Iteration 20F: 3 clusters Score -859153 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -859190.812500 Penalty: 4448.450684
	Iteration 21Q: 3 clusters Score -859190.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -859225.375000 Penalty: 4448.450684
	Iteration 22Q: 3 clusters Score -859225.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -859253.125000 Penalty: 4448.450684
	Iteration 23Q: 3 clusters Score -859253.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -859276.687500 Penalty: 4448.450684
	Iteration 24Q: 3 clusters Score -859276.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -859290.187500 Penalty: 4448.450684
	Iteration 25Q: 3 clusters Score -859290.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -859296.750000 Penalty: 4448.450684
	Iteration 26Q: 3 clusters Score -859296.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -859307.000000 Penalty: 4448.450684
	Iteration 27Q: 3 clusters Score -859307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -859310.937500 Penalty: 4448.450684
	Iteration 28Q: 3 clusters Score -859310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -859312.187500 Penalty: 4448.450684
	Iteration 29Q: 3 clusters Score -859312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -859313.750000 Penalty: 4448.450684
	Iteration 30Q: 3 clusters Score -859313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -859313.937500 Penalty: 4448.450684
	Iteration 31Q: 3 clusters Score -859313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -859315.562500 Penalty: 4448.450684
	Iteration 32Q: 3 clusters Score -859315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -859316.000000 Penalty: 4448.450684
	Iteration 33Q: 3 clusters Score -859316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -859318.000000 Penalty: 4448.450684
	Iteration 34Q: 3 clusters Score -859318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -859317.562500 Penalty: 4448.450684
	Iteration 35Q: 3 clusters Score -859317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -859317.562500 Penalty: 4448.450684
	Iteration 36F: 3 clusters Score -859317.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Entering Unmasked Estep 
Score: -19476270.000000 Penalty: 2984.515137
	Iteration 0F: 2 clusters Score -1.947627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -19363244.000000 Penalty: 5969.030273
	Iteration 0F: 3 clusters Score -1.936324e+07 nChanged 80898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -19411066.000000 Penalty: 5969.030273
	Iteration 1F: 3 clusters Score -1.941107e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93655 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -19412720.000000 Penalty: 5969.030273
	Iteration 2Q: 3 clusters Score -1.941272e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -19415184.000000 Penalty: 5969.030273
	Iteration 3Q: 3 clusters Score -1.941518e+07 nChanged 9405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108180 members 
Mstep: Class 2 contains 60260 members 
Entering Unmasked Estep 
Score: -19420132.000000 Penalty: 5969.030273
	Iteration 4F: 3 clusters Score -1.942013e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -19429142.000000 Penalty: 5969.030273
	Iteration 5F: 3 clusters Score -1.942914e+07 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -19442724.000000 Penalty: 5969.030273
	Iteration 6F: 3 clusters Score -1.944272e+07 nChanged 14596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150357 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -19456864.000000 Penalty: 5969.030273
	Iteration 7F: 3 clusters Score -1.945686e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -19466432.000000 Penalty: 5969.030273
	Iteration 8F: 3 clusters Score -1.946643e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -19471164.000000 Penalty: 5969.030273
	Iteration 9Q: 3 clusters Score -1.947116e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -19472554.000000 Penalty: 5969.030273
	Iteration 10Q: 3 clusters Score -1.947255e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167809 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -19473138.000000 Penalty: 5969.030273
	Iteration 11Q: 3 clusters Score -1.947314e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168009 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19473472.000000 Penalty: 5969.030273
	Iteration 12Q: 3 clusters Score -1.947347e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -19473546.000000 Penalty: 5969.030273
	Iteration 13Q: 3 clusters Score -1.947355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168104 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19473590.000000 Penalty: 5969.030273
	Iteration 14Q: 3 clusters Score -1.947359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -19473626.000000 Penalty: 5969.030273
	Iteration 15Q: 3 clusters Score -1.947363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168126 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19473660.000000 Penalty: 5969.030273
	Iteration 16Q: 3 clusters Score -1.947366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168136 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19473636.000000 Penalty: 5969.030273
	Iteration 17Q: 3 clusters Score -1.947364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168140 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19473668.000000 Penalty: 5969.030273
	Iteration 18Q: 3 clusters Score -1.947367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168146 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -19473656.000000 Penalty: 5969.030273
	Iteration 19Q: 3 clusters Score -1.947366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168147 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -19473650.000000 Penalty: 5969.030273
	Iteration 20F: 3 clusters Score -1.947365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Entering Unmasked Estep 
Score: -1516974.750000 Penalty: 2363.699463
	Iteration 0F: 2 clusters Score -1516975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1506896.625000 Penalty: 4727.398926
	Iteration 0F: 3 clusters Score -1506897 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1510139.750000 Penalty: 4727.398926
	Iteration 1F: 3 clusters Score -1510140 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1510618.750000 Penalty: 4727.398926
	Iteration 2F: 3 clusters Score -1510619 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1511045.000000 Penalty: 4727.398926
	Iteration 3F: 3 clusters Score -1511045 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1511428.625000 Penalty: 4727.398926
	Iteration 4F: 3 clusters Score -1511429 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1511810.750000 Penalty: 4727.398926
	Iteration 5Q: 3 clusters Score -1511811 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1512172.875000 Penalty: 4727.398926
	Iteration 6Q: 3 clusters Score -1512173 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1512534.750000 Penalty: 4727.398926
	Iteration 7Q: 3 clusters Score -1512535 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1512913.875000 Penalty: 4727.398926
	Iteration 8Q: 3 clusters Score -1512914 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1513282.250000 Penalty: 4727.398926
	Iteration 9Q: 3 clusters Score -1513282 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1513653.875000 Penalty: 4727.398926
	Iteration 10Q: 3 clusters Score -1513654 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1514003.000000 Penalty: 4727.398926
	Iteration 11Q: 3 clusters Score -1514003 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1514329.250000 Penalty: 4727.398926
	Iteration 12Q: 3 clusters Score -1514329 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1514599.500000 Penalty: 4727.398926
	Iteration 13Q: 3 clusters Score -1514600 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1514808.875000 Penalty: 4727.398926
	Iteration 14Q: 3 clusters Score -1514809 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1514942.625000 Penalty: 4727.398926
	Iteration 15Q: 3 clusters Score -1514943 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1515065.750000 Penalty: 4727.398926
	Iteration 16Q: 3 clusters Score -1515066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1515157.250000 Penalty: 4727.398926
	Iteration 17Q: 3 clusters Score -1515157 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1515217.875000 Penalty: 4727.398926
	Iteration 18Q: 3 clusters Score -1515218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1515261.500000 Penalty: 4727.398926
	Iteration 19Q: 3 clusters Score -1515262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1515286.875000 Penalty: 4727.398926
	Iteration 20F: 3 clusters Score -1515287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1515312.125000 Penalty: 4727.398926
	Iteration 21Q: 3 clusters Score -1515312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1515330.625000 Penalty: 4727.398926
	Iteration 22Q: 3 clusters Score -1515331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1515358.875000 Penalty: 4727.398926
	Iteration 23Q: 3 clusters Score -1515359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1515382.875000 Penalty: 4727.398926
	Iteration 24Q: 3 clusters Score -1515383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1515407.875000 Penalty: 4727.398926
	Iteration 25Q: 3 clusters Score -1515408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1515423.875000 Penalty: 4727.398926
	Iteration 26Q: 3 clusters Score -1515424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1515433.500000 Penalty: 4727.398926
	Iteration 27Q: 3 clusters Score -1515434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1515434.250000 Penalty: 4727.398926
	Iteration 28Q: 3 clusters Score -1515434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1515442.625000 Penalty: 4727.398926
	Iteration 29Q: 3 clusters Score -1515443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1515444.750000 Penalty: 4727.398926
	Iteration 30Q: 3 clusters Score -1515445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1515447.250000 Penalty: 4727.398926
	Iteration 31Q: 3 clusters Score -1515447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1515450.750000 Penalty: 4727.398926
	Iteration 32Q: 3 clusters Score -1515451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1515455.250000 Penalty: 4727.398926
	Iteration 33Q: 3 clusters Score -1515455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1515453.500000 Penalty: 4727.398926
	Iteration 34Q: 3 clusters Score -1515454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1515455.750000 Penalty: 4727.398926
	Iteration 35Q: 3 clusters Score -1515456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1515454.750000 Penalty: 4727.398926
	Iteration 36Q: 3 clusters Score -1515455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1515458.375000 Penalty: 4727.398926
	Iteration 37Q: 3 clusters Score -1515458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1515459.375000 Penalty: 4727.398926
	Iteration 38Q: 3 clusters Score -1515459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1515462.750000 Penalty: 4727.398926
	Iteration 39Q: 3 clusters Score -1515463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1515461.500000 Penalty: 4727.398926
	Iteration 40F: 3 clusters Score -1515462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1515461.250000 Penalty: 4727.398926
	Iteration 41Q: 3 clusters Score -1515461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1515463.625000 Penalty: 4727.398926
	Iteration 42Q: 3 clusters Score -1515464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1515463.625000 Penalty: 4727.398926
	Iteration 43F: 3 clusters Score -1515464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Entering Unmasked Estep 
Score: -3921856.500000 Penalty: 2594.913574
	Iteration 0F: 2 clusters Score -3921856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3898099.750000 Penalty: 5189.827148
	Iteration 0F: 3 clusters Score -3898100 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3906971.250000 Penalty: 5189.827148
	Iteration 1F: 3 clusters Score -3906971 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3907649.250000 Penalty: 5189.827148
	Iteration 2F: 3 clusters Score -3907649 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3908389.500000 Penalty: 5189.827148
	Iteration 3F: 3 clusters Score -3908390 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3909356.000000 Penalty: 5189.827148
	Iteration 4F: 3 clusters Score -3909356 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3910547.500000 Penalty: 5189.827148
	Iteration 5F: 3 clusters Score -3910548 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3911827.250000 Penalty: 5189.827148
	Iteration 6F: 3 clusters Score -3911827 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3913125.000000 Penalty: 5189.827148
	Iteration 7F: 3 clusters Score -3913125 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3914261.500000 Penalty: 5189.827148
	Iteration 8F: 3 clusters Score -3914262 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3915153.750000 Penalty: 5189.827148
	Iteration 9Q: 3 clusters Score -3915154 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3915950.750000 Penalty: 5189.827148
	Iteration 10Q: 3 clusters Score -3915951 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3916539.750000 Penalty: 5189.827148
	Iteration 11Q: 3 clusters Score -3916540 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3917012.000000 Penalty: 5189.827148
	Iteration 12Q: 3 clusters Score -3917012 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3917385.250000 Penalty: 5189.827148
	Iteration 13Q: 3 clusters Score -3917385 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3917675.000000 Penalty: 5189.827148
	Iteration 14Q: 3 clusters Score -3917675 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3917922.000000 Penalty: 5189.827148
	Iteration 15Q: 3 clusters Score -3917922 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -3918125.250000 Penalty: 5189.827148
	Iteration 16Q: 3 clusters Score -3918125 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3918314.750000 Penalty: 5189.827148
	Iteration 17Q: 3 clusters Score -3918315 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3918503.500000 Penalty: 5189.827148
	Iteration 18Q: 3 clusters Score -3918504 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3918689.750000 Penalty: 5189.827148
	Iteration 19Q: 3 clusters Score -3918690 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3918888.000000 Penalty: 5189.827148
	Iteration 20F: 3 clusters Score -3918888 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3919069.250000 Penalty: 5189.827148
	Iteration 21Q: 3 clusters Score -3919069 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -3919238.500000 Penalty: 5189.827148
	Iteration 22Q: 3 clusters Score -3919238 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -3919367.750000 Penalty: 5189.827148
	Iteration 23Q: 3 clusters Score -3919368 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3919479.750000 Penalty: 5189.827148
	Iteration 24Q: 3 clusters Score -3919480 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3919546.750000 Penalty: 5189.827148
	Iteration 25Q: 3 clusters Score -3919547 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3919630.750000 Penalty: 5189.827148
	Iteration 26Q: 3 clusters Score -3919631 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -3919702.750000 Penalty: 5189.827148
	Iteration 27Q: 3 clusters Score -3919703 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3919791.750000 Penalty: 5189.827148
	Iteration 28Q: 3 clusters Score -3919792 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3919856.500000 Penalty: 5189.827148
	Iteration 29Q: 3 clusters Score -3919856 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3919889.250000 Penalty: 5189.827148
	Iteration 30Q: 3 clusters Score -3919889 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -3919907.250000 Penalty: 5189.827148
	Iteration 31Q: 3 clusters Score -3919907 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3919961.250000 Penalty: 5189.827148
	Iteration 32Q: 3 clusters Score -3919961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -3919994.750000 Penalty: 5189.827148
	Iteration 33Q: 3 clusters Score -3919995 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3920009.750000 Penalty: 5189.827148
	Iteration 34Q: 3 clusters Score -3920010 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3920048.250000 Penalty: 5189.827148
	Iteration 35Q: 3 clusters Score -3920048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -3920073.500000 Penalty: 5189.827148
	Iteration 36Q: 3 clusters Score -3920074 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3920099.000000 Penalty: 5189.827148
	Iteration 37Q: 3 clusters Score -3920099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3920121.250000 Penalty: 5189.827148
	Iteration 38Q: 3 clusters Score -3920121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3920137.000000 Penalty: 5189.827148
	Iteration 39Q: 3 clusters Score -3920137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -3920158.000000 Penalty: 5189.827148
	Iteration 40F: 3 clusters Score -3920158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3920185.500000 Penalty: 5189.827148
	Iteration 41Q: 3 clusters Score -3920186 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3920207.750000 Penalty: 5189.827148
	Iteration 42Q: 3 clusters Score -3920208 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3920210.750000 Penalty: 5189.827148
	Iteration 43Q: 3 clusters Score -3920211 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3920228.750000 Penalty: 5189.827148
	Iteration 44Q: 3 clusters Score -3920229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3920250.750000 Penalty: 5189.827148
	Iteration 45Q: 3 clusters Score -3920251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3920263.750000 Penalty: 5189.827148
	Iteration 46Q: 3 clusters Score -3920264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -3920277.250000 Penalty: 5189.827148
	Iteration 47Q: 3 clusters Score -3920277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -3920277.750000 Penalty: 5189.827148
	Iteration 48Q: 3 clusters Score -3920278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3920286.250000 Penalty: 5189.827148
	Iteration 49Q: 3 clusters Score -3920286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3920286.500000 Penalty: 5189.827148
	Iteration 50Q: 3 clusters Score -3920286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3920287.750000 Penalty: 5189.827148
	Iteration 51Q: 3 clusters Score -3920288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -3920301.000000 Penalty: 5189.827148
	Iteration 52Q: 3 clusters Score -3920301 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3920312.000000 Penalty: 5189.827148
	Iteration 53Q: 3 clusters Score -3920312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -3920318.500000 Penalty: 5189.827148
	Iteration 54Q: 3 clusters Score -3920318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -3920342.750000 Penalty: 5189.827148
	Iteration 55Q: 3 clusters Score -3920343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -3920363.750000 Penalty: 5189.827148
	Iteration 56Q: 3 clusters Score -3920364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -3920367.500000 Penalty: 5189.827148
	Iteration 57Q: 3 clusters Score -3920368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -3920385.000000 Penalty: 5189.827148
	Iteration 58Q: 3 clusters Score -3920385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -3920397.250000 Penalty: 5189.827148
	Iteration 59Q: 3 clusters Score -3920397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3920402.500000 Penalty: 5189.827148
	Iteration 60F: 3 clusters Score -3920402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3920407.000000 Penalty: 5189.827148
	Iteration 61Q: 3 clusters Score -3920407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3920417.000000 Penalty: 5189.827148
	Iteration 62Q: 3 clusters Score -3920417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3920429.000000 Penalty: 5189.827148
	Iteration 63Q: 3 clusters Score -3920429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -3920445.250000 Penalty: 5189.827148
	Iteration 64Q: 3 clusters Score -3920445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3920474.250000 Penalty: 5189.827148
	Iteration 65Q: 3 clusters Score -3920474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -3920505.500000 Penalty: 5189.827148
	Iteration 66Q: 3 clusters Score -3920506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3920526.000000 Penalty: 5189.827148
	Iteration 67Q: 3 clusters Score -3920526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -3920540.750000 Penalty: 5189.827148
	Iteration 68Q: 3 clusters Score -3920541 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -3920551.500000 Penalty: 5189.827148
	Iteration 69Q: 3 clusters Score -3920552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3920564.000000 Penalty: 5189.827148
	Iteration 70Q: 3 clusters Score -3920564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3920569.750000 Penalty: 5189.827148
	Iteration 71Q: 3 clusters Score -3920570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3920578.500000 Penalty: 5189.827148
	Iteration 72Q: 3 clusters Score -3920578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -3920578.750000 Penalty: 5189.827148
	Iteration 73Q: 3 clusters Score -3920579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3920593.250000 Penalty: 5189.827148
	Iteration 74Q: 3 clusters Score -3920593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3920590.000000 Penalty: 5189.827148
	Iteration 75Q: 3 clusters Score -3920590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -3920600.250000 Penalty: 5189.827148
	Iteration 76Q: 3 clusters Score -3920600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3920606.250000 Penalty: 5189.827148
	Iteration 77Q: 3 clusters Score -3920606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -3920603.250000 Penalty: 5189.827148
	Iteration 78Q: 3 clusters Score -3920603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3920603.000000 Penalty: 5189.827148
	Iteration 79Q: 3 clusters Score -3920603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -3920608.750000 Penalty: 5189.827148
	Iteration 80F: 3 clusters Score -3920609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -3920616.000000 Penalty: 5189.827148
	Iteration 81Q: 3 clusters Score -3920616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -3920613.250000 Penalty: 5189.827148
	Iteration 82Q: 3 clusters Score -3920613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -3920613.250000 Penalty: 5189.827148
	Iteration 83Q: 3 clusters Score -3920613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -3920611.500000 Penalty: 5189.827148
	Iteration 84Q: 3 clusters Score -3920612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -3920611.000000 Penalty: 5189.827148
	Iteration 85Q: 3 clusters Score -3920611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -3920606.250000 Penalty: 5189.827148
	Iteration 86Q: 3 clusters Score -3920606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -3920608.500000 Penalty: 5189.827148
	Iteration 87Q: 3 clusters Score -3920608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -3920606.000000 Penalty: 5189.827148
	Iteration 88Q: 3 clusters Score -3920606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -3920606.000000 Penalty: 5189.827148
	Iteration 89F: 3 clusters Score -3920606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Entering Unmasked Estep 
Score: -368750.437500 Penalty: 2022.387451
	Iteration 0F: 2 clusters Score -368750.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -365209.656250 Penalty: 4044.774902
	Iteration 0F: 3 clusters Score -365209.7 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -366220.250000 Penalty: 4044.774902
	Iteration 1F: 3 clusters Score -366220.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -366764.250000 Penalty: 4044.774902
	Iteration 2F: 3 clusters Score -366764.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -367336.875000 Penalty: 4044.774902
	Iteration 3F: 3 clusters Score -367336.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -367967.875000 Penalty: 4044.774902
	Iteration 4F: 3 clusters Score -367967.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -368358.062500 Penalty: 4044.774902
	Iteration 5F: 3 clusters Score -368358.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -368557.781250 Penalty: 4044.774902
	Iteration 6Q: 3 clusters Score -368557.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -368655.187500 Penalty: 4044.774902
	Iteration 7Q: 3 clusters Score -368655.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -368728.000000 Penalty: 4044.774902
	Iteration 8Q: 3 clusters Score -368728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -368801.156250 Penalty: 4044.774902
	Iteration 9Q: 3 clusters Score -368801.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -368841.281250 Penalty: 4044.774902
	Iteration 10Q: 3 clusters Score -368841.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -368853.656250 Penalty: 4044.774902
	Iteration 11Q: 3 clusters Score -368853.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -368858.500000 Penalty: 4044.774902
	Iteration 12Q: 3 clusters Score -368858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -368860.187500 Penalty: 4044.774902
	Iteration 13Q: 3 clusters Score -368860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -368863.843750 Penalty: 4044.774902
	Iteration 14Q: 3 clusters Score -368863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -368865.218750 Penalty: 4044.774902
	Iteration 15Q: 3 clusters Score -368865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -368865.250000 Penalty: 4044.774902
	Iteration 16Q: 3 clusters Score -368865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -368866.000000 Penalty: 4044.774902
	Iteration 17Q: 3 clusters Score -368866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -368866.000000 Penalty: 4044.774902
	Iteration 18F: 3 clusters Score -368866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 11967 members 
Mstep: Class 4 contains 41591 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 179051 members 
Mstep: Class 7 contains 35586 members 
Mstep: Class 8 contains 32091 members 
Mstep: Class 9 contains 20327 members 
Mstep: Class 10 contains 55788 members 
Mstep: Class 11 contains 107149 members 
Mstep: Class 12 contains 244090 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 73465 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 120500 members 
Mstep: Class 18 contains 24107 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 168440 members 
Mstep: Class 23 contains 13781 members 
Mstep: Class 24 contains 35009 members 
Mstep: Class 25 contains 2512 members 
Mstep: Class 26 contains 234679 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 48486 members 
Mstep: Class 30 contains 224324 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40523 members 
Mstep: Class 33 contains 16088 members 
Mstep: Class 34 contains 7756 members 
Mstep: Class 35 contains 65665 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12274 members 
Mstep: Class 39 contains 968 members 
Entering Unmasked Estep 
Score: -225961072.000000 Penalty: 140391.312500
Splitting cluster 25 changes total score from -225962112.000000 to -225961072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (234679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234679 members 
Entering Unmasked Estep 
Score: -27391062.000000 Penalty: 3066.761475
	Iteration 0F: 2 clusters Score -2.739106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -27251156.000000 Penalty: 6133.522949
	Iteration 0F: 3 clusters Score -2.725116e+07 nChanged 113093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119450 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -27318398.000000 Penalty: 6133.522949
	Iteration 1F: 3 clusters Score -2.73184e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121345 members 
Mstep: Class 2 contains 113334 members 
Entering Unmasked Estep 
Score: -27320184.000000 Penalty: 6133.522949
	Iteration 2Q: 3 clusters Score -2.732018e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124693 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -27323020.000000 Penalty: 6133.522949
	Iteration 3Q: 3 clusters Score -2.732302e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -27326872.000000 Penalty: 6133.522949
	Iteration 4Q: 3 clusters Score -2.732687e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -27332760.000000 Penalty: 6133.522949
	Iteration 5F: 3 clusters Score -2.733276e+07 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145967 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -27340410.000000 Penalty: 6133.522949
	Iteration 6F: 3 clusters Score -2.734041e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156861 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -27348444.000000 Penalty: 6133.522949
	Iteration 7F: 3 clusters Score -2.734844e+07 nChanged 14337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -27356150.000000 Penalty: 6133.522949
	Iteration 8F: 3 clusters Score -2.735615e+07 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181563 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -27362980.000000 Penalty: 6133.522949
	Iteration 9F: 3 clusters Score -2.736298e+07 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194500 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -27369246.000000 Penalty: 6133.522949
	Iteration 10F: 3 clusters Score -2.736925e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206161 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -27374978.000000 Penalty: 6133.522949
	Iteration 11F: 3 clusters Score -2.737498e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215593 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -27379586.000000 Penalty: 6133.522949
	Iteration 12Q: 3 clusters Score -2.737959e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222416 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -27382872.000000 Penalty: 6133.522949
	Iteration 13Q: 3 clusters Score -2.738287e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227212 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -27385088.000000 Penalty: 6133.522949
	Iteration 14Q: 3 clusters Score -2.738509e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230270 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -27386828.000000 Penalty: 6133.522949
	Iteration 15Q: 3 clusters Score -2.738683e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231973 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -27387730.000000 Penalty: 6133.522949
	Iteration 16Q: 3 clusters Score -2.738773e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232865 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -27388214.000000 Penalty: 6133.522949
	Iteration 17Q: 3 clusters Score -2.738821e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233314 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -27388566.000000 Penalty: 6133.522949
	Iteration 18Q: 3 clusters Score -2.738857e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233523 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -27388814.000000 Penalty: 6133.522949
	Iteration 19Q: 3 clusters Score -2.738881e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233634 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -27388906.000000 Penalty: 6133.522949
	Iteration 20F: 3 clusters Score -2.738891e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233689 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -27389014.000000 Penalty: 6133.522949
	Iteration 21Q: 3 clusters Score -2.738901e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233706 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -27389118.000000 Penalty: 6133.522949
	Iteration 22Q: 3 clusters Score -2.738912e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233727 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -27389194.000000 Penalty: 6133.522949
	Iteration 23Q: 3 clusters Score -2.738919e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233740 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -27389200.000000 Penalty: 6133.522949
	Iteration 24Q: 3 clusters Score -2.73892e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233744 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -27389234.000000 Penalty: 6133.522949
	Iteration 25Q: 3 clusters Score -2.738923e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233756 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -27389238.000000 Penalty: 6133.522949
	Iteration 26Q: 3 clusters Score -2.738924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233759 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -27389246.000000 Penalty: 6133.522949
	Iteration 27Q: 3 clusters Score -2.738925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233767 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -27389282.000000 Penalty: 6133.522949
	Iteration 28Q: 3 clusters Score -2.738928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233764 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -27389300.000000 Penalty: 6133.522949
	Iteration 29Q: 3 clusters Score -2.73893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233767 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -27389310.000000 Penalty: 6133.522949
	Iteration 30Q: 3 clusters Score -2.738931e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -27389326.000000 Penalty: 6133.522949
	Iteration 31Q: 3 clusters Score -2.738933e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -27389334.000000 Penalty: 6133.522949
	Iteration 32Q: 3 clusters Score -2.738933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -27389342.000000 Penalty: 6133.522949
	Iteration 33Q: 3 clusters Score -2.738934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233768 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -27389362.000000 Penalty: 6133.522949
	Iteration 34Q: 3 clusters Score -2.738936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233773 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -27389334.000000 Penalty: 6133.522949
	Iteration 35Q: 3 clusters Score -2.738933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233774 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -27389326.000000 Penalty: 6133.522949
	Iteration 36Q: 3 clusters Score -2.738933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233775 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -27389348.000000 Penalty: 6133.522949
	Iteration 37Q: 3 clusters Score -2.738935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233777 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -27389350.000000 Penalty: 6133.522949
	Iteration 38Q: 3 clusters Score -2.738935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233776 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -27389350.000000 Penalty: 6133.522949
	Iteration 39Q: 3 clusters Score -2.738935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233775 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -27389338.000000 Penalty: 6133.522949
	Iteration 40F: 3 clusters Score -2.738934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233776 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -27389340.000000 Penalty: 6133.522949
	Iteration 41Q: 3 clusters Score -2.738934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233779 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -27389350.000000 Penalty: 6133.522949
	Iteration 42Q: 3 clusters Score -2.738935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233780 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -27389354.000000 Penalty: 6133.522949
	Iteration 43Q: 3 clusters Score -2.738935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233774 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -27389350.000000 Penalty: 6133.522949
	Iteration 44Q: 3 clusters Score -2.738935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233772 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -27389352.000000 Penalty: 6133.522949
	Iteration 45Q: 3 clusters Score -2.738935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233770 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -27389356.000000 Penalty: 6133.522949
	Iteration 46Q: 3 clusters Score -2.738936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233769 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -27389362.000000 Penalty: 6133.522949
	Iteration 47Q: 3 clusters Score -2.738936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233767 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -27389368.000000 Penalty: 6133.522949
	Iteration 48Q: 3 clusters Score -2.738937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -27389358.000000 Penalty: 6133.522949
	Iteration 49Q: 3 clusters Score -2.738936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -27389366.000000 Penalty: 6133.522949
	Iteration 50Q: 3 clusters Score -2.738937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233768 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -27389364.000000 Penalty: 6133.522949
	Iteration 51Q: 3 clusters Score -2.738936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233769 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -27389370.000000 Penalty: 6133.522949
	Iteration 52Q: 3 clusters Score -2.738937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233767 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -27389374.000000 Penalty: 6133.522949
	Iteration 53Q: 3 clusters Score -2.738937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233768 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -27389376.000000 Penalty: 6133.522949
	Iteration 54Q: 3 clusters Score -2.738938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233768 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -27389376.000000 Penalty: 6133.522949
	Iteration 55F: 3 clusters Score -2.738938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Entering Unmasked Estep 
Score: -719073.750000 Penalty: 2177.215820
	Iteration 0F: 2 clusters Score -719073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -713601.937500 Penalty: 4354.431641
	Iteration 0F: 3 clusters Score -713601.9 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -715011.625000 Penalty: 4354.431641
	Iteration 1F: 3 clusters Score -715011.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -715278.812500 Penalty: 4354.431641
	Iteration 2F: 3 clusters Score -715278.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -715475.625000 Penalty: 4354.431641
	Iteration 3F: 3 clusters Score -715475.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -715651.375000 Penalty: 4354.431641
	Iteration 4Q: 3 clusters Score -715651.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -715796.375000 Penalty: 4354.431641
	Iteration 5Q: 3 clusters Score -715796.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -715957.750000 Penalty: 4354.431641
	Iteration 6Q: 3 clusters Score -715957.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -716119.125000 Penalty: 4354.431641
	Iteration 7Q: 3 clusters Score -716119.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -716315.687500 Penalty: 4354.431641
	Iteration 8Q: 3 clusters Score -716315.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -716559.500000 Penalty: 4354.431641
	Iteration 9Q: 3 clusters Score -716559.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -716790.187500 Penalty: 4354.431641
	Iteration 10Q: 3 clusters Score -716790.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -716985.750000 Penalty: 4354.431641
	Iteration 11Q: 3 clusters Score -716985.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -717126.750000 Penalty: 4354.431641
	Iteration 12Q: 3 clusters Score -717126.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -717217.375000 Penalty: 4354.431641
	Iteration 13Q: 3 clusters Score -717217.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -717282.125000 Penalty: 4354.431641
	Iteration 14Q: 3 clusters Score -717282.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -717331.250000 Penalty: 4354.431641
	Iteration 15Q: 3 clusters Score -717331.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -717369.250000 Penalty: 4354.431641
	Iteration 16Q: 3 clusters Score -717369.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -717401.750000 Penalty: 4354.431641
	Iteration 17Q: 3 clusters Score -717401.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -717426.937500 Penalty: 4354.431641
	Iteration 18Q: 3 clusters Score -717426.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -717450.437500 Penalty: 4354.431641
	Iteration 19Q: 3 clusters Score -717450.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -717465.187500 Penalty: 4354.431641
	Iteration 20F: 3 clusters Score -717465.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -717478.750000 Penalty: 4354.431641
	Iteration 21Q: 3 clusters Score -717478.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -717488.562500 Penalty: 4354.431641
	Iteration 22Q: 3 clusters Score -717488.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -717493.687500 Penalty: 4354.431641
	Iteration 23Q: 3 clusters Score -717493.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -717504.500000 Penalty: 4354.431641
	Iteration 24Q: 3 clusters Score -717504.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -717511.500000 Penalty: 4354.431641
	Iteration 25Q: 3 clusters Score -717511.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -717519.812500 Penalty: 4354.431641
	Iteration 26Q: 3 clusters Score -717519.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -717527.000000 Penalty: 4354.431641
	Iteration 27Q: 3 clusters Score -717527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -717534.000000 Penalty: 4354.431641
	Iteration 28Q: 3 clusters Score -717534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -717538.187500 Penalty: 4354.431641
	Iteration 29Q: 3 clusters Score -717538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -717543.937500 Penalty: 4354.431641
	Iteration 30Q: 3 clusters Score -717543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -717547.687500 Penalty: 4354.431641
	Iteration 31Q: 3 clusters Score -717547.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -717549.312500 Penalty: 4354.431641
	Iteration 32Q: 3 clusters Score -717549.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -717552.062500 Penalty: 4354.431641
	Iteration 33Q: 3 clusters Score -717552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -717552.875000 Penalty: 4354.431641
	Iteration 34Q: 3 clusters Score -717552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -717554.625000 Penalty: 4354.431641
	Iteration 35Q: 3 clusters Score -717554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -717553.812500 Penalty: 4354.431641
	Iteration 36Q: 3 clusters Score -717553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -717553.812500 Penalty: 4354.431641
	Iteration 37F: 3 clusters Score -717553.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Entering Unmasked Estep 
Score: -1072344.750000 Penalty: 2280.667969
	Iteration 0F: 2 clusters Score -1072345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1064769.125000 Penalty: 4561.335938
	Iteration 0F: 3 clusters Score -1064769 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1066890.500000 Penalty: 4561.335938
	Iteration 1F: 3 clusters Score -1066890 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1067201.250000 Penalty: 4561.335938
	Iteration 2F: 3 clusters Score -1067201 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1067479.375000 Penalty: 4561.335938
	Iteration 3F: 3 clusters Score -1067479 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1067703.000000 Penalty: 4561.335938
	Iteration 4Q: 3 clusters Score -1067703 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1067907.750000 Penalty: 4561.335938
	Iteration 5Q: 3 clusters Score -1067908 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1068140.875000 Penalty: 4561.335938
	Iteration 6Q: 3 clusters Score -1068141 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1068405.500000 Penalty: 4561.335938
	Iteration 7Q: 3 clusters Score -1068406 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1068742.000000 Penalty: 4561.335938
	Iteration 8F: 3 clusters Score -1068742 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1069137.625000 Penalty: 4561.335938
	Iteration 9F: 3 clusters Score -1069138 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1069546.000000 Penalty: 4561.335938
	Iteration 10F: 3 clusters Score -1069546 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1069896.750000 Penalty: 4561.335938
	Iteration 11F: 3 clusters Score -1069897 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1070145.375000 Penalty: 4561.335938
	Iteration 12Q: 3 clusters Score -1070145 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1070330.500000 Penalty: 4561.335938
	Iteration 13Q: 3 clusters Score -1070330 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1070469.625000 Penalty: 4561.335938
	Iteration 14Q: 3 clusters Score -1070470 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1070579.375000 Penalty: 4561.335938
	Iteration 15Q: 3 clusters Score -1070579 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1070652.750000 Penalty: 4561.335938
	Iteration 16Q: 3 clusters Score -1070653 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1070704.375000 Penalty: 4561.335938
	Iteration 17Q: 3 clusters Score -1070704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1070734.750000 Penalty: 4561.335938
	Iteration 18Q: 3 clusters Score -1070735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1070764.750000 Penalty: 4561.335938
	Iteration 19Q: 3 clusters Score -1070765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1070779.500000 Penalty: 4561.335938
	Iteration 20F: 3 clusters Score -1070780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1070794.125000 Penalty: 4561.335938
	Iteration 21Q: 3 clusters Score -1070794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1070804.125000 Penalty: 4561.335938
	Iteration 22Q: 3 clusters Score -1070804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1070815.750000 Penalty: 4561.335938
	Iteration 23Q: 3 clusters Score -1070816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1070829.750000 Penalty: 4561.335938
	Iteration 24Q: 3 clusters Score -1070830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1070845.625000 Penalty: 4561.335938
	Iteration 25Q: 3 clusters Score -1070846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1070851.750000 Penalty: 4561.335938
	Iteration 26Q: 3 clusters Score -1070852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1070860.500000 Penalty: 4561.335938
	Iteration 27Q: 3 clusters Score -1070860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1070869.625000 Penalty: 4561.335938
	Iteration 28Q: 3 clusters Score -1070870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1070883.625000 Penalty: 4561.335938
	Iteration 29Q: 3 clusters Score -1070884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1070894.500000 Penalty: 4561.335938
	Iteration 30Q: 3 clusters Score -1070894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1070907.375000 Penalty: 4561.335938
	Iteration 31Q: 3 clusters Score -1070907 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1070922.250000 Penalty: 4561.335938
	Iteration 32Q: 3 clusters Score -1070922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1070934.250000 Penalty: 4561.335938
	Iteration 33Q: 3 clusters Score -1070934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1070947.375000 Penalty: 4561.335938
	Iteration 34Q: 3 clusters Score -1070947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1070953.875000 Penalty: 4561.335938
	Iteration 35Q: 3 clusters Score -1070954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1070966.625000 Penalty: 4561.335938
	Iteration 36Q: 3 clusters Score -1070967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1070975.750000 Penalty: 4561.335938
	Iteration 37Q: 3 clusters Score -1070976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1070978.250000 Penalty: 4561.335938
	Iteration 38Q: 3 clusters Score -1070978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1070981.375000 Penalty: 4561.335938
	Iteration 39Q: 3 clusters Score -1070981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1070984.375000 Penalty: 4561.335938
	Iteration 40F: 3 clusters Score -1070984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1070988.250000 Penalty: 4561.335938
	Iteration 41Q: 3 clusters Score -1070988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1070991.875000 Penalty: 4561.335938
	Iteration 42Q: 3 clusters Score -1070992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1070994.750000 Penalty: 4561.335938
	Iteration 43Q: 3 clusters Score -1070995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1070997.625000 Penalty: 4561.335938
	Iteration 44Q: 3 clusters Score -1070998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1070997.875000 Penalty: 4561.335938
	Iteration 45Q: 3 clusters Score -1070998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1070996.500000 Penalty: 4561.335938
	Iteration 46Q: 3 clusters Score -1070996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1071000.125000 Penalty: 4561.335938
	Iteration 47Q: 3 clusters Score -1071000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1071000.625000 Penalty: 4561.335938
	Iteration 48Q: 3 clusters Score -1071001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1071006.125000 Penalty: 4561.335938
	Iteration 49Q: 3 clusters Score -1071006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1071006.750000 Penalty: 4561.335938
	Iteration 50Q: 3 clusters Score -1071007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1071006.250000 Penalty: 4561.335938
	Iteration 51Q: 3 clusters Score -1071006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1071007.375000 Penalty: 4561.335938
	Iteration 52Q: 3 clusters Score -1071007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1071010.000000 Penalty: 4561.335938
	Iteration 53Q: 3 clusters Score -1071010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1071010.500000 Penalty: 4561.335938
	Iteration 54Q: 3 clusters Score -1071010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1071011.625000 Penalty: 4561.335938
	Iteration 55Q: 3 clusters Score -1071012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1071011.625000 Penalty: 4561.335938
	Iteration 56Q: 3 clusters Score -1071012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1071012.625000 Penalty: 4561.335938
	Iteration 57Q: 3 clusters Score -1071013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1071014.500000 Penalty: 4561.335938
	Iteration 58Q: 3 clusters Score -1071014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1071013.250000 Penalty: 4561.335938
	Iteration 59Q: 3 clusters Score -1071013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1071013.375000 Penalty: 4561.335938
	Iteration 60F: 3 clusters Score -1071013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1071014.750000 Penalty: 4561.335938
	Iteration 61Q: 3 clusters Score -1071015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1071014.750000 Penalty: 4561.335938
	Iteration 62F: 3 clusters Score -1071015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Entering Unmasked Estep 
Score: -5667214.000000 Penalty: 2675.679443
	Iteration 0F: 2 clusters Score -5667214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5634529.500000 Penalty: 5351.358887
	Iteration 0F: 3 clusters Score -5634530 nChanged 22193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -5647134.000000 Penalty: 5351.358887
	Iteration 1F: 3 clusters Score -5647134 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -5648192.000000 Penalty: 5351.358887
	Iteration 2Q: 3 clusters Score -5648192 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -5649843.500000 Penalty: 5351.358887
	Iteration 3F: 3 clusters Score -5649844 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -5652261.000000 Penalty: 5351.358887
	Iteration 4F: 3 clusters Score -5652261 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5655384.000000 Penalty: 5351.358887
	Iteration 5F: 3 clusters Score -5655384 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -5659317.000000 Penalty: 5351.358887
	Iteration 6F: 3 clusters Score -5659317 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -5662934.000000 Penalty: 5351.358887
	Iteration 7F: 3 clusters Score -5662934 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -5664748.500000 Penalty: 5351.358887
	Iteration 8Q: 3 clusters Score -5664748 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -5665221.500000 Penalty: 5351.358887
	Iteration 9Q: 3 clusters Score -5665222 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -5665408.000000 Penalty: 5351.358887
	Iteration 10Q: 3 clusters Score -5665408 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -5665488.500000 Penalty: 5351.358887
	Iteration 11Q: 3 clusters Score -5665488 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5665544.500000 Penalty: 5351.358887
	Iteration 12Q: 3 clusters Score -5665544 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -5665584.500000 Penalty: 5351.358887
	Iteration 13Q: 3 clusters Score -5665584 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -5665617.000000 Penalty: 5351.358887
	Iteration 14Q: 3 clusters Score -5665617 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5665646.500000 Penalty: 5351.358887
	Iteration 15Q: 3 clusters Score -5665646 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5665672.000000 Penalty: 5351.358887
	Iteration 16Q: 3 clusters Score -5665672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -5665681.500000 Penalty: 5351.358887
	Iteration 17Q: 3 clusters Score -5665682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5665692.500000 Penalty: 5351.358887
	Iteration 18Q: 3 clusters Score -5665692 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -5665701.500000 Penalty: 5351.358887
	Iteration 19Q: 3 clusters Score -5665702 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5665709.000000 Penalty: 5351.358887
	Iteration 20F: 3 clusters Score -5665709 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -5665738.500000 Penalty: 5351.358887
	Iteration 21Q: 3 clusters Score -5665738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -5665743.500000 Penalty: 5351.358887
	Iteration 22Q: 3 clusters Score -5665744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -5665768.500000 Penalty: 5351.358887
	Iteration 23Q: 3 clusters Score -5665768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -5665785.500000 Penalty: 5351.358887
	Iteration 24Q: 3 clusters Score -5665786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -5665798.000000 Penalty: 5351.358887
	Iteration 25Q: 3 clusters Score -5665798 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -5665814.500000 Penalty: 5351.358887
	Iteration 26Q: 3 clusters Score -5665814 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5665822.500000 Penalty: 5351.358887
	Iteration 27Q: 3 clusters Score -5665822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -5665821.500000 Penalty: 5351.358887
	Iteration 28Q: 3 clusters Score -5665822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -5665835.000000 Penalty: 5351.358887
	Iteration 29Q: 3 clusters Score -5665835 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5665844.500000 Penalty: 5351.358887
	Iteration 30Q: 3 clusters Score -5665844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5665861.000000 Penalty: 5351.358887
	Iteration 31Q: 3 clusters Score -5665861 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5665866.000000 Penalty: 5351.358887
	Iteration 32Q: 3 clusters Score -5665866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -5665884.500000 Penalty: 5351.358887
	Iteration 33Q: 3 clusters Score -5665884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -5665887.000000 Penalty: 5351.358887
	Iteration 34Q: 3 clusters Score -5665887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -5665892.000000 Penalty: 5351.358887
	Iteration 35Q: 3 clusters Score -5665892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -5665892.500000 Penalty: 5351.358887
	Iteration 36Q: 3 clusters Score -5665892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -5665910.000000 Penalty: 5351.358887
	Iteration 37Q: 3 clusters Score -5665910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -5665908.500000 Penalty: 5351.358887
	Iteration 38Q: 3 clusters Score -5665908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -5665926.500000 Penalty: 5351.358887
	Iteration 39Q: 3 clusters Score -5665926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -5665934.500000 Penalty: 5351.358887
	Iteration 40F: 3 clusters Score -5665934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -5665927.000000 Penalty: 5351.358887
	Iteration 41Q: 3 clusters Score -5665927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -5665923.500000 Penalty: 5351.358887
	Iteration 42Q: 3 clusters Score -5665924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5665935.500000 Penalty: 5351.358887
	Iteration 43Q: 3 clusters Score -5665936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -5665957.500000 Penalty: 5351.358887
	Iteration 44Q: 3 clusters Score -5665958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5665974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5665976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5665987.500000 Penalty: 5351.358887
	Iteration 47Q: 3 clusters Score -5665988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5665976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -5665970.500000 Penalty: 5351.358887
	Iteration 49Q: 3 clusters Score -5665970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5665965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5665967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5665962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5665982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5665981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5665990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5665990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5665992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5665996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5666002.500000 Penalty: 5351.358887
	Iteration 59Q: 3 clusters Score -5666002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5666008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5666000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5666003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5666010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5666012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5666014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5666008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5666006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5666003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5666002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5666000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5665998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5666008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5666016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5666011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5666010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5666010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5666010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5666013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5666018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -5666021.000000 Penalty: 5351.358887
	Iteration 80F: 3 clusters Score -5666021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5666037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5666033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5666039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5666032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5666040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5666048.000000 Penalty: 5351.358887
	Iteration 86Q: 3 clusters Score -5666048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5666050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5666052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5666050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5666049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5666052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5666052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -5666060.000000 Penalty: 5351.358887
	Iteration 93Q: 3 clusters Score -5666060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5666055.000000 Penalty: 5351.358887
	Iteration 94Q: 3 clusters Score -5666055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5666048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -5666045.500000 Penalty: 5351.358887
	Iteration 96Q: 3 clusters Score -5666046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -5666053.500000 Penalty: 5351.358887
	Iteration 97Q: 3 clusters Score -5666054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -5666053.000000 Penalty: 5351.358887
	Iteration 98Q: 3 clusters Score -5666053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5666052.000000 Penalty: 5351.358887
	Iteration 99Q: 3 clusters Score -5666052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5666058.500000 Penalty: 5351.358887
	Iteration 100F: 3 clusters Score -5666058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -5666056.000000 Penalty: 5351.358887
	Iteration 101Q: 3 clusters Score -5666056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5666054.000000 Penalty: 5351.358887
	Iteration 102Q: 3 clusters Score -5666054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -5666055.500000 Penalty: 5351.358887
	Iteration 103Q: 3 clusters Score -5666056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -5666056.000000 Penalty: 5351.358887
	Iteration 104Q: 3 clusters Score -5666056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5666055.000000 Penalty: 5351.358887
	Iteration 105Q: 3 clusters Score -5666055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -5666059.500000 Penalty: 5351.358887
	Iteration 106Q: 3 clusters Score -5666060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5666053.500000 Penalty: 5351.358887
	Iteration 107Q: 3 clusters Score -5666054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5666050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5666060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5666058.500000 Penalty: 5351.358887
	Iteration 110Q: 3 clusters Score -5666058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -5666058.500000 Penalty: 5351.358887
	Iteration 111Q: 3 clusters Score -5666058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5666055.500000 Penalty: 5351.358887
	Iteration 112Q: 3 clusters Score -5666056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5666054.000000 Penalty: 5351.358887
	Iteration 113Q: 3 clusters Score -5666054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5666054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -5666066.000000 Penalty: 5351.358887
	Iteration 115Q: 3 clusters Score -5666066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -5666081.000000 Penalty: 5351.358887
	Iteration 116Q: 3 clusters Score -5666081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5666066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -5666079.500000 Penalty: 5351.358887
	Iteration 118Q: 3 clusters Score -5666080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -5666081.000000 Penalty: 5351.358887
	Iteration 119Q: 3 clusters Score -5666081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5666087.500000 Penalty: 5351.358887
	Iteration 120F: 3 clusters Score -5666088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5666080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -5666074.500000 Penalty: 5351.358887
	Iteration 122Q: 3 clusters Score -5666074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -5666077.000000 Penalty: 5351.358887
	Iteration 123Q: 3 clusters Score -5666077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5666086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5666088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -5666091.500000 Penalty: 5351.358887
	Iteration 126Q: 3 clusters Score -5666092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5666095.500000 Penalty: 5351.358887
	Iteration 127Q: 3 clusters Score -5666096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -5666101.000000 Penalty: 5351.358887
	Iteration 128Q: 3 clusters Score -5666101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -5666096.000000 Penalty: 5351.358887
	Iteration 129Q: 3 clusters Score -5666096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -5666097.500000 Penalty: 5351.358887
	Iteration 130Q: 3 clusters Score -5666098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -5666099.000000 Penalty: 5351.358887
	Iteration 131Q: 3 clusters Score -5666099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5666094.000000 Penalty: 5351.358887
	Iteration 132Q: 3 clusters Score -5666094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5666092.000000 Penalty: 5351.358887
	Iteration 133Q: 3 clusters Score -5666092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5666092.000000 Penalty: 5351.358887
	Iteration 134F: 3 clusters Score -5666092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (224324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 224324 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -2.599218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 112450 members 
Entering Unmasked Estep 
Score: -25849142.000000 Penalty: 6111.139648
	Iteration 0F: 3 clusters Score -2.584914e+07 nChanged 108342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106728 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -25913852.000000 Penalty: 6111.139648
	Iteration 1F: 3 clusters Score -2.591385e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103215 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -25916982.000000 Penalty: 6111.139648
	Iteration 2Q: 3 clusters Score -2.591698e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -25921504.000000 Penalty: 6111.139648
	Iteration 3Q: 3 clusters Score -2.59215e+07 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 134402 members 
Entering Unmasked Estep 
Score: -25928290.000000 Penalty: 6111.139648
	Iteration 4F: 3 clusters Score -2.592829e+07 nChanged 14052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -25937094.000000 Penalty: 6111.139648
	Iteration 5F: 3 clusters Score -2.593709e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Mstep: Class 2 contains 155666 members 
Entering Unmasked Estep 
Score: -25946394.000000 Penalty: 6111.139648
	Iteration 6F: 3 clusters Score -2.594639e+07 nChanged 13823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 166711 members 
Entering Unmasked Estep 
Score: -25955712.000000 Penalty: 6111.139648
	Iteration 7F: 3 clusters Score -2.595571e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -25963712.000000 Penalty: 6111.139648
	Iteration 8F: 3 clusters Score -2.596371e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 184654 members 
Entering Unmasked Estep 
Score: -25970552.000000 Penalty: 6111.139648
	Iteration 9Q: 3 clusters Score -2.597055e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 190674 members 
Entering Unmasked Estep 
Score: -25975466.000000 Penalty: 6111.139648
	Iteration 10Q: 3 clusters Score -2.597547e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 195117 members 
Entering Unmasked Estep 
Score: -25978650.000000 Penalty: 6111.139648
	Iteration 11Q: 3 clusters Score -2.597865e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 198693 members 
Entering Unmasked Estep 
Score: -25980832.000000 Penalty: 6111.139648
	Iteration 12Q: 3 clusters Score -2.598083e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 201831 members 
Entering Unmasked Estep 
Score: -25982554.000000 Penalty: 6111.139648
	Iteration 13Q: 3 clusters Score -2.598255e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 204617 members 
Entering Unmasked Estep 
Score: -25984010.000000 Penalty: 6111.139648
	Iteration 14Q: 3 clusters Score -2.598401e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 207124 members 
Entering Unmasked Estep 
Score: -25985144.000000 Penalty: 6111.139648
	Iteration 15Q: 3 clusters Score -2.598514e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -25986362.000000 Penalty: 6111.139648
	Iteration 16Q: 3 clusters Score -2.598636e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 211209 members 
Entering Unmasked Estep 
Score: -25987488.000000 Penalty: 6111.139648
	Iteration 17Q: 3 clusters Score -2.598749e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 212700 members 
Entering Unmasked Estep 
Score: -25988244.000000 Penalty: 6111.139648
	Iteration 18Q: 3 clusters Score -2.598824e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 213904 members 
Entering Unmasked Estep 
Score: -25988886.000000 Penalty: 6111.139648
	Iteration 19Q: 3 clusters Score -2.598889e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 214891 members 
Entering Unmasked Estep 
Score: -25989340.000000 Penalty: 6111.139648
	Iteration 20F: 3 clusters Score -2.598934e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 215707 members 
Entering Unmasked Estep 
Score: -25989732.000000 Penalty: 6111.139648
	Iteration 21Q: 3 clusters Score -2.598973e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 216376 members 
Entering Unmasked Estep 
Score: -25989964.000000 Penalty: 6111.139648
	Iteration 22Q: 3 clusters Score -2.598996e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 216937 members 
Entering Unmasked Estep 
Score: -25990078.000000 Penalty: 6111.139648
	Iteration 23Q: 3 clusters Score -2.599008e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 217399 members 
Entering Unmasked Estep 
Score: -25990224.000000 Penalty: 6111.139648
	Iteration 24Q: 3 clusters Score -2.599022e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 217787 members 
Entering Unmasked Estep 
Score: -25990330.000000 Penalty: 6111.139648
	Iteration 25Q: 3 clusters Score -2.599033e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 218104 members 
Entering Unmasked Estep 
Score: -25990436.000000 Penalty: 6111.139648
	Iteration 26Q: 3 clusters Score -2.599044e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 218379 members 
Entering Unmasked Estep 
Score: -25990568.000000 Penalty: 6111.139648
	Iteration 27Q: 3 clusters Score -2.599057e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 218612 members 
Entering Unmasked Estep 
Score: -25990622.000000 Penalty: 6111.139648
	Iteration 28Q: 3 clusters Score -2.599062e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 218822 members 
Entering Unmasked Estep 
Score: -25990694.000000 Penalty: 6111.139648
	Iteration 29Q: 3 clusters Score -2.599069e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 219020 members 
Entering Unmasked Estep 
Score: -25990708.000000 Penalty: 6111.139648
	Iteration 30Q: 3 clusters Score -2.599071e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 219200 members 
Entering Unmasked Estep 
Score: -25990712.000000 Penalty: 6111.139648
	Iteration 31Q: 3 clusters Score -2.599071e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 219370 members 
Entering Unmasked Estep 
Score: -25990754.000000 Penalty: 6111.139648
	Iteration 32Q: 3 clusters Score -2.599075e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 219520 members 
Entering Unmasked Estep 
Score: -25990834.000000 Penalty: 6111.139648
	Iteration 33Q: 3 clusters Score -2.599083e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 219656 members 
Entering Unmasked Estep 
Score: -25990856.000000 Penalty: 6111.139648
	Iteration 34Q: 3 clusters Score -2.599086e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 219790 members 
Entering Unmasked Estep 
Score: -25990892.000000 Penalty: 6111.139648
	Iteration 35Q: 3 clusters Score -2.599089e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 219912 members 
Entering Unmasked Estep 
Score: -25990962.000000 Penalty: 6111.139648
	Iteration 36Q: 3 clusters Score -2.599096e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 220037 members 
Entering Unmasked Estep 
Score: -25991046.000000 Penalty: 6111.139648
	Iteration 37Q: 3 clusters Score -2.599105e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 220140 members 
Entering Unmasked Estep 
Score: -25991144.000000 Penalty: 6111.139648
	Iteration 38Q: 3 clusters Score -2.599114e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 220231 members 
Entering Unmasked Estep 
Score: -25991224.000000 Penalty: 6111.139648
	Iteration 39Q: 3 clusters Score -2.599122e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 220310 members 
Entering Unmasked Estep 
Score: -25991270.000000 Penalty: 6111.139648
	Iteration 40F: 3 clusters Score -2.599127e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 220386 members 
Entering Unmasked Estep 
Score: -25991306.000000 Penalty: 6111.139648
	Iteration 41Q: 3 clusters Score -2.599131e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 220446 members 
Entering Unmasked Estep 
Score: -25991374.000000 Penalty: 6111.139648
	Iteration 42Q: 3 clusters Score -2.599137e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 220507 members 
Entering Unmasked Estep 
Score: -25991348.000000 Penalty: 6111.139648
	Iteration 43Q: 3 clusters Score -2.599135e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 220559 members 
Entering Unmasked Estep 
Score: -25991406.000000 Penalty: 6111.139648
	Iteration 44Q: 3 clusters Score -2.599141e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 220600 members 
Entering Unmasked Estep 
Score: -25991408.000000 Penalty: 6111.139648
	Iteration 45Q: 3 clusters Score -2.599141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 220634 members 
Entering Unmasked Estep 
Score: -25991424.000000 Penalty: 6111.139648
	Iteration 46Q: 3 clusters Score -2.599142e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 220653 members 
Entering Unmasked Estep 
Score: -25991432.000000 Penalty: 6111.139648
	Iteration 47Q: 3 clusters Score -2.599143e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 220662 members 
Entering Unmasked Estep 
Score: -25991460.000000 Penalty: 6111.139648
	Iteration 48Q: 3 clusters Score -2.599146e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 220679 members 
Entering Unmasked Estep 
Score: -25991466.000000 Penalty: 6111.139648
	Iteration 49Q: 3 clusters Score -2.599147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 220696 members 
Entering Unmasked Estep 
Score: -25991482.000000 Penalty: 6111.139648
	Iteration 50Q: 3 clusters Score -2.599148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 220703 members 
Entering Unmasked Estep 
Score: -25991484.000000 Penalty: 6111.139648
	Iteration 51Q: 3 clusters Score -2.599148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 220710 members 
Entering Unmasked Estep 
Score: -25991486.000000 Penalty: 6111.139648
	Iteration 52Q: 3 clusters Score -2.599149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 220715 members 
Entering Unmasked Estep 
Score: -25991466.000000 Penalty: 6111.139648
	Iteration 53Q: 3 clusters Score -2.599147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 220715 members 
Entering Unmasked Estep 
Score: -25991458.000000 Penalty: 6111.139648
	Iteration 54Q: 3 clusters Score -2.599146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 220714 members 
Entering Unmasked Estep 
Score: -25991452.000000 Penalty: 6111.139648
	Iteration 55Q: 3 clusters Score -2.599145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 220714 members 
Entering Unmasked Estep 
Score: -25991452.000000 Penalty: 6111.139648
	Iteration 56F: 3 clusters Score -2.599145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -73514.171875 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -73514.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71783.890625 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -71783.89 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72030.703125 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -72030.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72115.054688 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -72115.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72152.757812 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -72152.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72162.835938 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -72162.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72179.757812 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -72179.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72215.757812 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -72215.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72271.640625 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -72271.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72329.750000 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -72329.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72386.015625 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -72386.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72450.515625 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -72450.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72499.164062 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -72499.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72571.023438 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -72571.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72636.835938 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -72636.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72712.031250 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -72712.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72855.484375 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -72855.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72934.304688 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -72934.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73030.773438 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -73030.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73181.867188 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -73181.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73308.375000 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -73308.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73385.632812 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -73385.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73430.835938 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -73430.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73509.750000 Penalty: 3248.626709
	Iteration 22Q: 3 clusters Score -73509.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73623.554688 Penalty: 3248.626709
	Iteration 23Q: 3 clusters Score -73623.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73639.015625 Penalty: 3248.626709
	Iteration 24Q: 3 clusters Score -73639.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73639.015625 Penalty: 3248.626709
	Iteration 25F: 3 clusters Score -73639.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 11967 members 
Mstep: Class 4 contains 41591 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 179051 members 
Mstep: Class 7 contains 35586 members 
Mstep: Class 8 contains 32091 members 
Mstep: Class 9 contains 20327 members 
Mstep: Class 10 contains 55788 members 
Mstep: Class 11 contains 107149 members 
Mstep: Class 12 contains 244090 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 73465 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 120500 members 
Mstep: Class 18 contains 24107 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 168440 members 
Mstep: Class 23 contains 13781 members 
Mstep: Class 24 contains 35009 members 
Mstep: Class 25 contains 3480 members 
Mstep: Class 26 contains 234679 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 48486 members 
Mstep: Class 30 contains 224324 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 40523 members 
Mstep: Class 33 contains 16088 members 
Mstep: Class 34 contains 7756 members 
Mstep: Class 35 contains 65665 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12274 members 
Mstep: Class 39 contains 316 members 
Entering Unmasked Estep 
Score: -225960640.000000 Penalty: 140391.312500
Splitting cluster 31 changes total score from -225962112.000000 to -225960640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (40523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Entering Unmasked Estep 
Score: -4344488.000000 Penalty: 2631.187012
	Iteration 0F: 2 clusters Score -4344488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4317004.000000 Penalty: 5262.374023
	Iteration 0F: 3 clusters Score -4317004 nChanged 18585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4328461.500000 Penalty: 5262.374023
	Iteration 1F: 3 clusters Score -4328462 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -4329999.500000 Penalty: 5262.374023
	Iteration 2F: 3 clusters Score -4330000 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4331631.500000 Penalty: 5262.374023
	Iteration 3F: 3 clusters Score -4331632 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -4333203.000000 Penalty: 5262.374023
	Iteration 4F: 3 clusters Score -4333203 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4334450.500000 Penalty: 5262.374023
	Iteration 5F: 3 clusters Score -4334450 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4335324.000000 Penalty: 5262.374023
	Iteration 6Q: 3 clusters Score -4335324 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -4335967.500000 Penalty: 5262.374023
	Iteration 7Q: 3 clusters Score -4335968 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4336428.000000 Penalty: 5262.374023
	Iteration 8Q: 3 clusters Score -4336428 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4336810.500000 Penalty: 5262.374023
	Iteration 9Q: 3 clusters Score -4336810 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4337165.500000 Penalty: 5262.374023
	Iteration 10Q: 3 clusters Score -4337166 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4337474.500000 Penalty: 5262.374023
	Iteration 11Q: 3 clusters Score -4337474 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4337787.500000 Penalty: 5262.374023
	Iteration 12Q: 3 clusters Score -4337788 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4338081.500000 Penalty: 5262.374023
	Iteration 13Q: 3 clusters Score -4338082 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -4338423.500000 Penalty: 5262.374023
	Iteration 14Q: 3 clusters Score -4338424 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -4338831.000000 Penalty: 5262.374023
	Iteration 15Q: 3 clusters Score -4338831 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -4339194.500000 Penalty: 5262.374023
	Iteration 16Q: 3 clusters Score -4339194 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4339653.000000 Penalty: 5262.374023
	Iteration 17Q: 3 clusters Score -4339653 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4340096.500000 Penalty: 5262.374023
	Iteration 18Q: 3 clusters Score -4340096 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4340537.500000 Penalty: 5262.374023
	Iteration 19Q: 3 clusters Score -4340538 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -4340959.000000 Penalty: 5262.374023
	Iteration 20F: 3 clusters Score -4340959 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4341323.000000 Penalty: 5262.374023
	Iteration 21Q: 3 clusters Score -4341323 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4341671.000000 Penalty: 5262.374023
	Iteration 22Q: 3 clusters Score -4341671 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4341967.000000 Penalty: 5262.374023
	Iteration 23Q: 3 clusters Score -4341967 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -4342184.000000 Penalty: 5262.374023
	Iteration 24Q: 3 clusters Score -4342184 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -4342349.500000 Penalty: 5262.374023
	Iteration 25Q: 3 clusters Score -4342350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -4342491.000000 Penalty: 5262.374023
	Iteration 26Q: 3 clusters Score -4342491 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -4342574.500000 Penalty: 5262.374023
	Iteration 27Q: 3 clusters Score -4342574 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4342636.000000 Penalty: 5262.374023
	Iteration 28Q: 3 clusters Score -4342636 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -4342680.000000 Penalty: 5262.374023
	Iteration 29Q: 3 clusters Score -4342680 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -4342717.000000 Penalty: 5262.374023
	Iteration 30Q: 3 clusters Score -4342717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -4342735.500000 Penalty: 5262.374023
	Iteration 31Q: 3 clusters Score -4342736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -4342756.000000 Penalty: 5262.374023
	Iteration 32Q: 3 clusters Score -4342756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -4342777.000000 Penalty: 5262.374023
	Iteration 33Q: 3 clusters Score -4342777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -4342784.000000 Penalty: 5262.374023
	Iteration 34Q: 3 clusters Score -4342784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -4342809.500000 Penalty: 5262.374023
	Iteration 35Q: 3 clusters Score -4342810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -4342819.500000 Penalty: 5262.374023
	Iteration 36Q: 3 clusters Score -4342820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -4342835.500000 Penalty: 5262.374023
	Iteration 37Q: 3 clusters Score -4342836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -4342847.000000 Penalty: 5262.374023
	Iteration 38Q: 3 clusters Score -4342847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4342860.000000 Penalty: 5262.374023
	Iteration 39Q: 3 clusters Score -4342860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4342872.000000 Penalty: 5262.374023
	Iteration 40F: 3 clusters Score -4342872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -4342872.500000 Penalty: 5262.374023
	Iteration 41Q: 3 clusters Score -4342872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4342883.500000 Penalty: 5262.374023
	Iteration 42Q: 3 clusters Score -4342884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -4342894.000000 Penalty: 5262.374023
	Iteration 43Q: 3 clusters Score -4342894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -4342898.000000 Penalty: 5262.374023
	Iteration 44Q: 3 clusters Score -4342898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -4342908.000000 Penalty: 5262.374023
	Iteration 45Q: 3 clusters Score -4342908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4342920.500000 Penalty: 5262.374023
	Iteration 46Q: 3 clusters Score -4342920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -4342926.000000 Penalty: 5262.374023
	Iteration 47Q: 3 clusters Score -4342926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -4342923.500000 Penalty: 5262.374023
	Iteration 48Q: 3 clusters Score -4342924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -4342923.500000 Penalty: 5262.374023
	Iteration 49Q: 3 clusters Score -4342924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -4342923.500000 Penalty: 5262.374023
	Iteration 50Q: 3 clusters Score -4342924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -4342925.000000 Penalty: 5262.374023
	Iteration 51Q: 3 clusters Score -4342925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -4342923.000000 Penalty: 5262.374023
	Iteration 52Q: 3 clusters Score -4342923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -4342923.000000 Penalty: 5262.374023
	Iteration 53F: 3 clusters Score -4342923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Entering Unmasked Estep 
Score: -1649336.750000 Penalty: 2402.085693
	Iteration 0F: 2 clusters Score -1649337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1637744.500000 Penalty: 4804.171387
	Iteration 0F: 3 clusters Score -1637744 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1641837.000000 Penalty: 4804.171387
	Iteration 1F: 3 clusters Score -1641837 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1642606.875000 Penalty: 4804.171387
	Iteration 2F: 3 clusters Score -1642607 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1643339.125000 Penalty: 4804.171387
	Iteration 3F: 3 clusters Score -1643339 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1643977.000000 Penalty: 4804.171387
	Iteration 4F: 3 clusters Score -1643977 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1644557.500000 Penalty: 4804.171387
	Iteration 5F: 3 clusters Score -1644558 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1645156.250000 Penalty: 4804.171387
	Iteration 6F: 3 clusters Score -1645156 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1645712.875000 Penalty: 4804.171387
	Iteration 7F: 3 clusters Score -1645713 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1646196.000000 Penalty: 4804.171387
	Iteration 8Q: 3 clusters Score -1646196 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1646606.750000 Penalty: 4804.171387
	Iteration 9Q: 3 clusters Score -1646607 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1646902.250000 Penalty: 4804.171387
	Iteration 10Q: 3 clusters Score -1646902 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1647111.875000 Penalty: 4804.171387
	Iteration 11Q: 3 clusters Score -1647112 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1647257.625000 Penalty: 4804.171387
	Iteration 12Q: 3 clusters Score -1647258 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1647389.750000 Penalty: 4804.171387
	Iteration 13Q: 3 clusters Score -1647390 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1647509.750000 Penalty: 4804.171387
	Iteration 14Q: 3 clusters Score -1647510 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1647616.125000 Penalty: 4804.171387
	Iteration 15Q: 3 clusters Score -1647616 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1647694.375000 Penalty: 4804.171387
	Iteration 16Q: 3 clusters Score -1647694 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1647747.250000 Penalty: 4804.171387
	Iteration 17Q: 3 clusters Score -1647747 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1647790.750000 Penalty: 4804.171387
	Iteration 18Q: 3 clusters Score -1647791 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1647837.875000 Penalty: 4804.171387
	Iteration 19Q: 3 clusters Score -1647838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1647867.250000 Penalty: 4804.171387
	Iteration 20F: 3 clusters Score -1647867 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1647905.500000 Penalty: 4804.171387
	Iteration 21Q: 3 clusters Score -1647906 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1647926.875000 Penalty: 4804.171387
	Iteration 22Q: 3 clusters Score -1647927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1647958.750000 Penalty: 4804.171387
	Iteration 23Q: 3 clusters Score -1647959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1647985.000000 Penalty: 4804.171387
	Iteration 24Q: 3 clusters Score -1647985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1648002.000000 Penalty: 4804.171387
	Iteration 25Q: 3 clusters Score -1648002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1648040.375000 Penalty: 4804.171387
	Iteration 26Q: 3 clusters Score -1648040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1648063.000000 Penalty: 4804.171387
	Iteration 27Q: 3 clusters Score -1648063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1648077.875000 Penalty: 4804.171387
	Iteration 28Q: 3 clusters Score -1648078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1648095.750000 Penalty: 4804.171387
	Iteration 29Q: 3 clusters Score -1648096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1648112.375000 Penalty: 4804.171387
	Iteration 30Q: 3 clusters Score -1648112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1648132.500000 Penalty: 4804.171387
	Iteration 31Q: 3 clusters Score -1648132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1648140.875000 Penalty: 4804.171387
	Iteration 32Q: 3 clusters Score -1648141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1648151.625000 Penalty: 4804.171387
	Iteration 33Q: 3 clusters Score -1648152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1648155.000000 Penalty: 4804.171387
	Iteration 34Q: 3 clusters Score -1648155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1648164.375000 Penalty: 4804.171387
	Iteration 35Q: 3 clusters Score -1648164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1648170.875000 Penalty: 4804.171387
	Iteration 36Q: 3 clusters Score -1648171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1648178.375000 Penalty: 4804.171387
	Iteration 37Q: 3 clusters Score -1648178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1648177.125000 Penalty: 4804.171387
	Iteration 38Q: 3 clusters Score -1648177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1648179.375000 Penalty: 4804.171387
	Iteration 39Q: 3 clusters Score -1648179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1648182.000000 Penalty: 4804.171387
	Iteration 40F: 3 clusters Score -1648182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1648186.875000 Penalty: 4804.171387
	Iteration 41Q: 3 clusters Score -1648187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1648187.750000 Penalty: 4804.171387
	Iteration 42Q: 3 clusters Score -1648188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1648192.375000 Penalty: 4804.171387
	Iteration 43Q: 3 clusters Score -1648192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1648193.875000 Penalty: 4804.171387
	Iteration 44Q: 3 clusters Score -1648194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1648196.375000 Penalty: 4804.171387
	Iteration 45Q: 3 clusters Score -1648196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1648197.625000 Penalty: 4804.171387
	Iteration 46Q: 3 clusters Score -1648198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1648209.125000 Penalty: 4804.171387
	Iteration 47Q: 3 clusters Score -1648209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1648211.250000 Penalty: 4804.171387
	Iteration 48Q: 3 clusters Score -1648211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1648220.000000 Penalty: 4804.171387
	Iteration 49Q: 3 clusters Score -1648220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1648222.750000 Penalty: 4804.171387
	Iteration 50Q: 3 clusters Score -1648223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1648223.375000 Penalty: 4804.171387
	Iteration 51Q: 3 clusters Score -1648223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1648223.500000 Penalty: 4804.171387
	Iteration 52Q: 3 clusters Score -1648224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1648226.750000 Penalty: 4804.171387
	Iteration 53Q: 3 clusters Score -1648227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1648225.750000 Penalty: 4804.171387
	Iteration 54Q: 3 clusters Score -1648226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1648223.375000 Penalty: 4804.171387
	Iteration 55Q: 3 clusters Score -1648223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1648222.875000 Penalty: 4804.171387
	Iteration 56Q: 3 clusters Score -1648223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1648225.875000 Penalty: 4804.171387
	Iteration 57Q: 3 clusters Score -1648226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1648225.875000 Penalty: 4804.171387
	Iteration 58F: 3 clusters Score -1648226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Entering Unmasked Estep 
Score: -848519.875000 Penalty: 2221.143066
	Iteration 0F: 2 clusters Score -848519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -842236.187500 Penalty: 4442.286133
	Iteration 0F: 3 clusters Score -842236.2 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -843996.562500 Penalty: 4442.286133
	Iteration 1F: 3 clusters Score -843996.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -844244.500000 Penalty: 4442.286133
	Iteration 2F: 3 clusters Score -844244.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -844451.312500 Penalty: 4442.286133
	Iteration 3F: 3 clusters Score -844451.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -844608.812500 Penalty: 4442.286133
	Iteration 4Q: 3 clusters Score -844608.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -844752.312500 Penalty: 4442.286133
	Iteration 5Q: 3 clusters Score -844752.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -844877.500000 Penalty: 4442.286133
	Iteration 6Q: 3 clusters Score -844877.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -844965.562500 Penalty: 4442.286133
	Iteration 7Q: 3 clusters Score -844965.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -845045.562500 Penalty: 4442.286133
	Iteration 8Q: 3 clusters Score -845045.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -845126.437500 Penalty: 4442.286133
	Iteration 9Q: 3 clusters Score -845126.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -845214.437500 Penalty: 4442.286133
	Iteration 10Q: 3 clusters Score -845214.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -845294.062500 Penalty: 4442.286133
	Iteration 11Q: 3 clusters Score -845294.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -845381.250000 Penalty: 4442.286133
	Iteration 12Q: 3 clusters Score -845381.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -845462.187500 Penalty: 4442.286133
	Iteration 13Q: 3 clusters Score -845462.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -845531.937500 Penalty: 4442.286133
	Iteration 14Q: 3 clusters Score -845531.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -845597.187500 Penalty: 4442.286133
	Iteration 15Q: 3 clusters Score -845597.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -845670.500000 Penalty: 4442.286133
	Iteration 16Q: 3 clusters Score -845670.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -845749.500000 Penalty: 4442.286133
	Iteration 17Q: 3 clusters Score -845749.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -845847.875000 Penalty: 4442.286133
	Iteration 18Q: 3 clusters Score -845847.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -845937.500000 Penalty: 4442.286133
	Iteration 19Q: 3 clusters Score -845937.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -846046.000000 Penalty: 4442.286133
	Iteration 20F: 3 clusters Score -846046 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -846158.250000 Penalty: 4442.286133
	Iteration 21Q: 3 clusters Score -846158.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -846255.250000 Penalty: 4442.286133
	Iteration 22Q: 3 clusters Score -846255.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -846353.562500 Penalty: 4442.286133
	Iteration 23Q: 3 clusters Score -846353.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -846422.312500 Penalty: 4442.286133
	Iteration 24Q: 3 clusters Score -846422.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -846472.437500 Penalty: 4442.286133
	Iteration 25Q: 3 clusters Score -846472.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -846507.812500 Penalty: 4442.286133
	Iteration 26Q: 3 clusters Score -846507.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -846531.500000 Penalty: 4442.286133
	Iteration 27Q: 3 clusters Score -846531.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -846556.937500 Penalty: 4442.286133
	Iteration 28Q: 3 clusters Score -846556.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -846574.500000 Penalty: 4442.286133
	Iteration 29Q: 3 clusters Score -846574.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -846591.687500 Penalty: 4442.286133
	Iteration 30Q: 3 clusters Score -846591.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -846599.500000 Penalty: 4442.286133
	Iteration 31Q: 3 clusters Score -846599.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -846608.250000 Penalty: 4442.286133
	Iteration 32Q: 3 clusters Score -846608.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -846613.437500 Penalty: 4442.286133
	Iteration 33Q: 3 clusters Score -846613.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -846621.687500 Penalty: 4442.286133
	Iteration 34Q: 3 clusters Score -846621.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -846628.875000 Penalty: 4442.286133
	Iteration 35Q: 3 clusters Score -846628.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -846638.125000 Penalty: 4442.286133
	Iteration 36Q: 3 clusters Score -846638.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -846654.687500 Penalty: 4442.286133
	Iteration 37Q: 3 clusters Score -846654.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -846668.312500 Penalty: 4442.286133
	Iteration 38Q: 3 clusters Score -846668.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -846682.250000 Penalty: 4442.286133
	Iteration 39Q: 3 clusters Score -846682.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -846695.062500 Penalty: 4442.286133
	Iteration 40F: 3 clusters Score -846695.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -846705.500000 Penalty: 4442.286133
	Iteration 41Q: 3 clusters Score -846705.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -846718.125000 Penalty: 4442.286133
	Iteration 42Q: 3 clusters Score -846718.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -846728.500000 Penalty: 4442.286133
	Iteration 43Q: 3 clusters Score -846728.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -846735.750000 Penalty: 4442.286133
	Iteration 44Q: 3 clusters Score -846735.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -846744.625000 Penalty: 4442.286133
	Iteration 45Q: 3 clusters Score -846744.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -846749.812500 Penalty: 4442.286133
	Iteration 46Q: 3 clusters Score -846749.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -846756.000000 Penalty: 4442.286133
	Iteration 47Q: 3 clusters Score -846756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -846771.000000 Penalty: 4442.286133
	Iteration 48Q: 3 clusters Score -846771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -846784.562500 Penalty: 4442.286133
	Iteration 49Q: 3 clusters Score -846784.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -846804.000000 Penalty: 4442.286133
	Iteration 50Q: 3 clusters Score -846804 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -846814.687500 Penalty: 4442.286133
	Iteration 51Q: 3 clusters Score -846814.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -846823.750000 Penalty: 4442.286133
	Iteration 52Q: 3 clusters Score -846823.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -846831.625000 Penalty: 4442.286133
	Iteration 53Q: 3 clusters Score -846831.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -846839.500000 Penalty: 4442.286133
	Iteration 54Q: 3 clusters Score -846839.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -846840.750000 Penalty: 4442.286133
	Iteration 55Q: 3 clusters Score -846840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -846851.437500 Penalty: 4442.286133
	Iteration 56Q: 3 clusters Score -846851.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -846861.125000 Penalty: 4442.286133
	Iteration 57Q: 3 clusters Score -846861.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -846869.312500 Penalty: 4442.286133
	Iteration 58Q: 3 clusters Score -846869.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -846875.250000 Penalty: 4442.286133
	Iteration 59Q: 3 clusters Score -846875.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -846880.937500 Penalty: 4442.286133
	Iteration 60F: 3 clusters Score -846880.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -846889.562500 Penalty: 4442.286133
	Iteration 61Q: 3 clusters Score -846889.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -846897.375000 Penalty: 4442.286133
	Iteration 62Q: 3 clusters Score -846897.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -846906.562500 Penalty: 4442.286133
	Iteration 63Q: 3 clusters Score -846906.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -846920.937500 Penalty: 4442.286133
	Iteration 64Q: 3 clusters Score -846920.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -846931.125000 Penalty: 4442.286133
	Iteration 65Q: 3 clusters Score -846931.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -846940.687500 Penalty: 4442.286133
	Iteration 66Q: 3 clusters Score -846940.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -846945.187500 Penalty: 4442.286133
	Iteration 67Q: 3 clusters Score -846945.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -846953.875000 Penalty: 4442.286133
	Iteration 68Q: 3 clusters Score -846953.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -846963.125000 Penalty: 4442.286133
	Iteration 69Q: 3 clusters Score -846963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -846968.125000 Penalty: 4442.286133
	Iteration 70Q: 3 clusters Score -846968.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -846972.000000 Penalty: 4442.286133
	Iteration 71Q: 3 clusters Score -846972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -846973.500000 Penalty: 4442.286133
	Iteration 72Q: 3 clusters Score -846973.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -846978.250000 Penalty: 4442.286133
	Iteration 73Q: 3 clusters Score -846978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -846982.625000 Penalty: 4442.286133
	Iteration 74Q: 3 clusters Score -846982.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -846988.375000 Penalty: 4442.286133
	Iteration 75Q: 3 clusters Score -846988.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -846994.687500 Penalty: 4442.286133
	Iteration 76Q: 3 clusters Score -846994.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -847005.250000 Penalty: 4442.286133
	Iteration 77Q: 3 clusters Score -847005.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -847016.062500 Penalty: 4442.286133
	Iteration 78Q: 3 clusters Score -847016.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -847021.625000 Penalty: 4442.286133
	Iteration 79Q: 3 clusters Score -847021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -847028.062500 Penalty: 4442.286133
	Iteration 80F: 3 clusters Score -847028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -847030.875000 Penalty: 4442.286133
	Iteration 81Q: 3 clusters Score -847030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -847032.250000 Penalty: 4442.286133
	Iteration 82Q: 3 clusters Score -847032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -847031.500000 Penalty: 4442.286133
	Iteration 83Q: 3 clusters Score -847031.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -847034.125000 Penalty: 4442.286133
	Iteration 84Q: 3 clusters Score -847034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -847035.625000 Penalty: 4442.286133
	Iteration 85Q: 3 clusters Score -847035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -847035.812500 Penalty: 4442.286133
	Iteration 86Q: 3 clusters Score -847035.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -847039.625000 Penalty: 4442.286133
	Iteration 87Q: 3 clusters Score -847039.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -847041.500000 Penalty: 4442.286133
	Iteration 88Q: 3 clusters Score -847041.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -847047.625000 Penalty: 4442.286133
	Iteration 89Q: 3 clusters Score -847047.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -847056.062500 Penalty: 4442.286133
	Iteration 90Q: 3 clusters Score -847056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -847056.937500 Penalty: 4442.286133
	Iteration 91Q: 3 clusters Score -847056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -847058.750000 Penalty: 4442.286133
	Iteration 92Q: 3 clusters Score -847058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -847060.500000 Penalty: 4442.286133
	Iteration 93Q: 3 clusters Score -847060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -847059.375000 Penalty: 4442.286133
	Iteration 94Q: 3 clusters Score -847059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -847062.687500 Penalty: 4442.286133
	Iteration 95Q: 3 clusters Score -847062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -847063.750000 Penalty: 4442.286133
	Iteration 96Q: 3 clusters Score -847063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -847064.687500 Penalty: 4442.286133
	Iteration 97Q: 3 clusters Score -847064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -847067.375000 Penalty: 4442.286133
	Iteration 98Q: 3 clusters Score -847067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -847067.687500 Penalty: 4442.286133
	Iteration 99Q: 3 clusters Score -847067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -847068.000000 Penalty: 4442.286133
	Iteration 100F: 3 clusters Score -847068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -847066.937500 Penalty: 4442.286133
	Iteration 101Q: 3 clusters Score -847066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -847068.125000 Penalty: 4442.286133
	Iteration 102Q: 3 clusters Score -847068.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -847069.875000 Penalty: 4442.286133
	Iteration 103Q: 3 clusters Score -847069.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -847069.875000 Penalty: 4442.286133
	Iteration 104F: 3 clusters Score -847069.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (65665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Entering Unmasked Estep 
Score: -7787274.000000 Penalty: 2750.895752
	Iteration 0F: 2 clusters Score -7787274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -7743206.000000 Penalty: 5501.791504
	Iteration 0F: 3 clusters Score -7743206 nChanged 30728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -7760180.500000 Penalty: 5501.791504
	Iteration 1F: 3 clusters Score -7760180 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -7761268.000000 Penalty: 5501.791504
	Iteration 2Q: 3 clusters Score -7761268 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7762908.500000 Penalty: 5501.791504
	Iteration 3F: 3 clusters Score -7762908 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -7765528.000000 Penalty: 5501.791504
	Iteration 4F: 3 clusters Score -7765528 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -7769223.500000 Penalty: 5501.791504
	Iteration 5F: 3 clusters Score -7769224 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -7773365.000000 Penalty: 5501.791504
	Iteration 6F: 3 clusters Score -7773365 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -7776860.000000 Penalty: 5501.791504
	Iteration 7F: 3 clusters Score -7776860 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -7779458.000000 Penalty: 5501.791504
	Iteration 8F: 3 clusters Score -7779458 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -7781287.500000 Penalty: 5501.791504
	Iteration 9Q: 3 clusters Score -7781288 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -7782580.000000 Penalty: 5501.791504
	Iteration 10Q: 3 clusters Score -7782580 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -7783461.500000 Penalty: 5501.791504
	Iteration 11Q: 3 clusters Score -7783462 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7784021.500000 Penalty: 5501.791504
	Iteration 12Q: 3 clusters Score -7784022 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -7784398.500000 Penalty: 5501.791504
	Iteration 13Q: 3 clusters Score -7784398 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -7784616.500000 Penalty: 5501.791504
	Iteration 14Q: 3 clusters Score -7784616 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -7784767.000000 Penalty: 5501.791504
	Iteration 15Q: 3 clusters Score -7784767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 64617 members 
Entering Unmasked Estep 
Score: -7784879.000000 Penalty: 5501.791504
	Iteration 16Q: 3 clusters Score -7784879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -7784932.500000 Penalty: 5501.791504
	Iteration 17Q: 3 clusters Score -7784932 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -7784997.500000 Penalty: 5501.791504
	Iteration 18Q: 3 clusters Score -7784998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -7785011.000000 Penalty: 5501.791504
	Iteration 19Q: 3 clusters Score -7785011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -7785030.500000 Penalty: 5501.791504
	Iteration 20F: 3 clusters Score -7785030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -7785059.000000 Penalty: 5501.791504
	Iteration 21Q: 3 clusters Score -7785059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -7785073.000000 Penalty: 5501.791504
	Iteration 22Q: 3 clusters Score -7785073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -7785075.500000 Penalty: 5501.791504
	Iteration 23Q: 3 clusters Score -7785076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -7785086.500000 Penalty: 5501.791504
	Iteration 24Q: 3 clusters Score -7785086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -7785087.000000 Penalty: 5501.791504
	Iteration 25Q: 3 clusters Score -7785087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -7785087.000000 Penalty: 5501.791504
	Iteration 26Q: 3 clusters Score -7785087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7785089.000000 Penalty: 5501.791504
	Iteration 27Q: 3 clusters Score -7785089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -7785095.000000 Penalty: 5501.791504
	Iteration 28Q: 3 clusters Score -7785095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -7785099.000000 Penalty: 5501.791504
	Iteration 29Q: 3 clusters Score -7785099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -7785099.000000 Penalty: 5501.791504
	Iteration 30Q: 3 clusters Score -7785099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -7785099.000000 Penalty: 5501.791504
	Iteration 31F: 3 clusters Score -7785099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118432.468750 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118432.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -119173.007812 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119173 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119500.289062 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119500.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -119705.648438 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -119705.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119800.195312 Penalty: 3504.967529
	Iteration 4F: 3 clusters Score -119800.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -119875.039062 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -119875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -119915.289062 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -119915.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -119939.531250 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -119939.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -119961.101562 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -119961.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -119974.546875 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -119974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -119979.625000 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -119979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -119988.023438 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -119988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -119988.914062 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -119988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -119989.757812 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -119989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -119989.757812 Penalty: 3504.967529
	Iteration 14F: 3 clusters Score -119989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 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 177 members 
Entering Unmasked Estep 
Score: -31408.535156 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31408.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31518.505859 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31518.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31560.435547 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31560.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31588.824219 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31588.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31598.208984 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31598.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31603.548828 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31603.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31603.548828 Penalty: 2895.514160
	Iteration 6F: 3 clusters Score -31603.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Entering Unmasked Estep 
Score: -1352235.500000 Penalty: 2334.979004
	Iteration 0F: 2 clusters Score -1352236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1343162.500000 Penalty: 4669.958008
	Iteration 0F: 3 clusters Score -1343162 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1345958.000000 Penalty: 4669.958008
	Iteration 1F: 3 clusters Score -1345958 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1346793.250000 Penalty: 4669.958008
	Iteration 2F: 3 clusters Score -1346793 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1347794.875000 Penalty: 4669.958008
	Iteration 3F: 3 clusters Score -1347795 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1348936.625000 Penalty: 4669.958008
	Iteration 4F: 3 clusters Score -1348937 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1349890.875000 Penalty: 4669.958008
	Iteration 5F: 3 clusters Score -1349891 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1350431.375000 Penalty: 4669.958008
	Iteration 6F: 3 clusters Score -1350431 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1350746.000000 Penalty: 4669.958008
	Iteration 7Q: 3 clusters Score -1350746 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1350913.250000 Penalty: 4669.958008
	Iteration 8Q: 3 clusters Score -1350913 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1351004.000000 Penalty: 4669.958008
	Iteration 9Q: 3 clusters Score -1351004 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1351095.000000 Penalty: 4669.958008
	Iteration 10Q: 3 clusters Score -1351095 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1351155.375000 Penalty: 4669.958008
	Iteration 11Q: 3 clusters Score -1351155 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1351198.375000 Penalty: 4669.958008
	Iteration 12Q: 3 clusters Score -1351198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1351233.500000 Penalty: 4669.958008
	Iteration 13Q: 3 clusters Score -1351234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1351260.000000 Penalty: 4669.958008
	Iteration 14Q: 3 clusters Score -1351260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1351279.125000 Penalty: 4669.958008
	Iteration 15Q: 3 clusters Score -1351279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1351298.375000 Penalty: 4669.958008
	Iteration 16Q: 3 clusters Score -1351298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1351305.625000 Penalty: 4669.958008
	Iteration 17Q: 3 clusters Score -1351306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1351315.375000 Penalty: 4669.958008
	Iteration 18Q: 3 clusters Score -1351315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1351331.750000 Penalty: 4669.958008
	Iteration 19Q: 3 clusters Score -1351332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1351345.125000 Penalty: 4669.958008
	Iteration 20F: 3 clusters Score -1351345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1351350.875000 Penalty: 4669.958008
	Iteration 21Q: 3 clusters Score -1351351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1351355.500000 Penalty: 4669.958008
	Iteration 22Q: 3 clusters Score -1351356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1351361.000000 Penalty: 4669.958008
	Iteration 23Q: 3 clusters Score -1351361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1351367.125000 Penalty: 4669.958008
	Iteration 24Q: 3 clusters Score -1351367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1351373.375000 Penalty: 4669.958008
	Iteration 25Q: 3 clusters Score -1351373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1351376.875000 Penalty: 4669.958008
	Iteration 26Q: 3 clusters Score -1351377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1351376.000000 Penalty: 4669.958008
	Iteration 27Q: 3 clusters Score -1351376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1351376.625000 Penalty: 4669.958008
	Iteration 28Q: 3 clusters Score -1351377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1351379.000000 Penalty: 4669.958008
	Iteration 29Q: 3 clusters Score -1351379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1351384.125000 Penalty: 4669.958008
	Iteration 30Q: 3 clusters Score -1351384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1351384.250000 Penalty: 4669.958008
	Iteration 31Q: 3 clusters Score -1351384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1351384.375000 Penalty: 4669.958008
	Iteration 32Q: 3 clusters Score -1351384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1351385.875000 Penalty: 4669.958008
	Iteration 33Q: 3 clusters Score -1351386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1351384.875000 Penalty: 4669.958008
	Iteration 34Q: 3 clusters Score -1351385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1351386.750000 Penalty: 4669.958008
	Iteration 35Q: 3 clusters Score -1351387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1351388.000000 Penalty: 4669.958008
	Iteration 36Q: 3 clusters Score -1351388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1351388.750000 Penalty: 4669.958008
	Iteration 37Q: 3 clusters Score -1351389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1351390.750000 Penalty: 4669.958008
	Iteration 38Q: 3 clusters Score -1351391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1351392.375000 Penalty: 4669.958008
	Iteration 39Q: 3 clusters Score -1351392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1351390.875000 Penalty: 4669.958008
	Iteration 40F: 3 clusters Score -1351391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1351390.500000 Penalty: 4669.958008
	Iteration 41Q: 3 clusters Score -1351390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1351390.500000 Penalty: 4669.958008
	Iteration 42F: 3 clusters Score -1351390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 11967 members 
Mstep: Class 4 contains 41591 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 179051 members 
Mstep: Class 7 contains 35586 members 
Mstep: Class 8 contains 32091 members 
Mstep: Class 9 contains 20327 members 
Mstep: Class 10 contains 55788 members 
Mstep: Class 11 contains 107149 members 
Mstep: Class 12 contains 244090 members 
Mstep: Class 13 contains 21918 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 73465 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 120500 members 
Mstep: Class 18 contains 24107 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7853 members 
Mstep: Class 22 contains 168440 members 
Mstep: Class 23 contains 13781 members 
Mstep: Class 24 contains 35009 members 
Mstep: Class 25 contains 3480 members 
Mstep: Class 26 contains 234679 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 48486 members 
Mstep: Class 30 contains 224324 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40523 members 
Mstep: Class 33 contains 16088 members 
Mstep: Class 34 contains 7756 members 
Mstep: Class 35 contains 65665 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962400.000000 Penalty: 136791.531250
Iteration 199Q: 39 clusters Score -2.259624e+08 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 11974 members 
Mstep: Class 4 contains 41580 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 179040 members 
Mstep: Class 7 contains 35588 members 
Mstep: Class 8 contains 32100 members 
Mstep: Class 9 contains 20330 members 
Mstep: Class 10 contains 55754 members 
Mstep: Class 11 contains 107150 members 
Mstep: Class 12 contains 244088 members 
Mstep: Class 13 contains 21922 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 75539 members 
Mstep: Class 16 contains 24060 members 
Mstep: Class 17 contains 120457 members 
Mstep: Class 18 contains 24102 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7854 members 
Mstep: Class 22 contains 168443 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 35013 members 
Mstep: Class 25 contains 3482 members 
Mstep: Class 26 contains 233478 members 
Mstep: Class 27 contains 6497 members 
Mstep: Class 28 contains 9858 members 
Mstep: Class 29 contains 48331 members 
Mstep: Class 30 contains 224316 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40456 members 
Mstep: Class 33 contains 16079 members 
Mstep: Class 34 contains 7763 members 
Mstep: Class 35 contains 65094 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225963552.000000 Penalty: 136791.531250
Iteration 200F: 39 clusters Score -2.259636e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 60767 members 
Mstep: Class 3 contains 11980 members 
Mstep: Class 4 contains 41569 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179031 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 20335 members 
Mstep: Class 10 contains 55718 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 244076 members 
Mstep: Class 13 contains 21925 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 77620 members 
Mstep: Class 16 contains 24060 members 
Mstep: Class 17 contains 120413 members 
Mstep: Class 18 contains 24098 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 9180 members 
Mstep: Class 21 contains 7856 members 
Mstep: Class 22 contains 168442 members 
Mstep: Class 23 contains 13784 members 
Mstep: Class 24 contains 35017 members 
Mstep: Class 25 contains 3483 members 
Mstep: Class 26 contains 232282 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 9858 members 
Mstep: Class 29 contains 48175 members 
Mstep: Class 30 contains 224306 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40368 members 
Mstep: Class 33 contains 16072 members 
Mstep: Class 34 contains 7767 members 
Mstep: Class 35 contains 64535 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225964256.000000 Penalty: 136791.531250
Iteration 201Q: 39 clusters Score -2.259643e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 60770 members 
Mstep: Class 3 contains 11979 members 
Mstep: Class 4 contains 41559 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 179026 members 
Mstep: Class 7 contains 35588 members 
Mstep: Class 8 contains 32120 members 
Mstep: Class 9 contains 20326 members 
Mstep: Class 10 contains 55681 members 
Mstep: Class 11 contains 107167 members 
Mstep: Class 12 contains 244070 members 
Mstep: Class 13 contains 21936 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 79719 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 120355 members 
Mstep: Class 18 contains 24085 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 9181 members 
Mstep: Class 21 contains 7858 members 
Mstep: Class 22 contains 168438 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35024 members 
Mstep: Class 25 contains 3483 members 
Mstep: Class 26 contains 231028 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 47984 members 
Mstep: Class 30 contains 224321 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40311 members 
Mstep: Class 33 contains 16064 members 
Mstep: Class 34 contains 7789 members 
Mstep: Class 35 contains 64022 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225965328.000000 Penalty: 136791.531250
Iteration 202Q: 39 clusters Score -2.259653e+08 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 60771 members 
Mstep: Class 3 contains 11986 members 
Mstep: Class 4 contains 41560 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 179017 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 32125 members 
Mstep: Class 9 contains 20314 members 
Mstep: Class 10 contains 55647 members 
Mstep: Class 11 contains 107169 members 
Mstep: Class 12 contains 244058 members 
Mstep: Class 13 contains 21940 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 81762 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 120302 members 
Mstep: Class 18 contains 24065 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9182 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 168442 members 
Mstep: Class 23 contains 13786 members 
Mstep: Class 24 contains 35027 members 
Mstep: Class 25 contains 3482 members 
Mstep: Class 26 contains 229752 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 9856 members 
Mstep: Class 29 contains 47809 members 
Mstep: Class 30 contains 224323 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40233 members 
Mstep: Class 33 contains 16051 members 
Mstep: Class 34 contains 7825 members 
Mstep: Class 35 contains 63591 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966448.000000 Penalty: 136791.531250
Iteration 203Q: 39 clusters Score -2.259664e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 60773 members 
Mstep: Class 3 contains 11988 members 
Mstep: Class 4 contains 41560 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 179002 members 
Mstep: Class 7 contains 35587 members 
Mstep: Class 8 contains 32135 members 
Mstep: Class 9 contains 20324 members 
Mstep: Class 10 contains 55619 members 
Mstep: Class 11 contains 107169 members 
Mstep: Class 12 contains 244064 members 
Mstep: Class 13 contains 21947 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 83749 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 120257 members 
Mstep: Class 18 contains 24036 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9183 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 168439 members 
Mstep: Class 23 contains 13786 members 
Mstep: Class 24 contains 35031 members 
Mstep: Class 25 contains 3481 members 
Mstep: Class 26 contains 228470 members 
Mstep: Class 27 contains 6498 members 
Mstep: Class 28 contains 9857 members 
Mstep: Class 29 contains 47634 members 
Mstep: Class 30 contains 224326 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40139 members 
Mstep: Class 33 contains 16048 members 
Mstep: Class 34 contains 7851 members 
Mstep: Class 35 contains 63208 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967472.000000 Penalty: 136791.531250
Iteration 204Q: 39 clusters Score -2.259675e+08 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 60773 members 
Mstep: Class 3 contains 11989 members 
Mstep: Class 4 contains 41556 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178996 members 
Mstep: Class 7 contains 35589 members 
Mstep: Class 8 contains 32152 members 
Mstep: Class 9 contains 20332 members 
Mstep: Class 10 contains 55602 members 
Mstep: Class 11 contains 107168 members 
Mstep: Class 12 contains 244063 members 
Mstep: Class 13 contains 21944 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 85647 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 120210 members 
Mstep: Class 18 contains 24008 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9184 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 168441 members 
Mstep: Class 23 contains 13787 members 
Mstep: Class 24 contains 35031 members 
Mstep: Class 25 contains 3483 members 
Mstep: Class 26 contains 227205 members 
Mstep: Class 27 contains 6499 members 
Mstep: Class 28 contains 9854 members 
Mstep: Class 29 contains 47473 members 
Mstep: Class 30 contains 224322 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40055 members 
Mstep: Class 33 contains 16042 members 
Mstep: Class 34 contains 7873 members 
Mstep: Class 35 contains 62873 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967680.000000 Penalty: 136791.531250
Iteration 205Q: 39 clusters Score -2.259677e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 60773 members 
Mstep: Class 3 contains 11988 members 
Mstep: Class 4 contains 41549 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178990 members 
Mstep: Class 7 contains 35591 members 
Mstep: Class 8 contains 32161 members 
Mstep: Class 9 contains 20339 members 
Mstep: Class 10 contains 55573 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 244066 members 
Mstep: Class 13 contains 21945 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 87447 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 120167 members 
Mstep: Class 18 contains 23993 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9185 members 
Mstep: Class 21 contains 7860 members 
Mstep: Class 22 contains 168448 members 
Mstep: Class 23 contains 13786 members 
Mstep: Class 24 contains 35036 members 
Mstep: Class 25 contains 3484 members 
Mstep: Class 26 contains 226004 members 
Mstep: Class 27 contains 6500 members 
Mstep: Class 28 contains 9854 members 
Mstep: Class 29 contains 47316 members 
Mstep: Class 30 contains 224331 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 40000 members 
Mstep: Class 33 contains 16035 members 
Mstep: Class 34 contains 7895 members 
Mstep: Class 35 contains 62531 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225968176.000000 Penalty: 136791.531250
Iteration 206Q: 39 clusters Score -2.259682e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 60775 members 
Mstep: Class 3 contains 11992 members 
Mstep: Class 4 contains 41544 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 178990 members 
Mstep: Class 7 contains 35593 members 
Mstep: Class 8 contains 32168 members 
Mstep: Class 9 contains 20350 members 
Mstep: Class 10 contains 55550 members 
Mstep: Class 11 contains 107166 members 
Mstep: Class 12 contains 244071 members 
Mstep: Class 13 contains 21949 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 89179 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 120111 members 
Mstep: Class 18 contains 23968 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9187 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 168454 members 
Mstep: Class 23 contains 13790 members 
Mstep: Class 24 contains 35037 members 
Mstep: Class 25 contains 3485 members 
Mstep: Class 26 contains 224862 members 
Mstep: Class 27 contains 6501 members 
Mstep: Class 28 contains 9850 members 
Mstep: Class 29 contains 47136 members 
Mstep: Class 30 contains 224336 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39966 members 
Mstep: Class 33 contains 16024 members 
Mstep: Class 34 contains 7912 members 
Mstep: Class 35 contains 62203 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225969024.000000 Penalty: 136791.531250
Iteration 207Q: 39 clusters Score -2.25969e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 60771 members 
Mstep: Class 3 contains 11998 members 
Mstep: Class 4 contains 41544 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178988 members 
Mstep: Class 7 contains 35594 members 
Mstep: Class 8 contains 32173 members 
Mstep: Class 9 contains 20362 members 
Mstep: Class 10 contains 55523 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 244068 members 
Mstep: Class 13 contains 21962 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 90889 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 120065 members 
Mstep: Class 18 contains 23951 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 7861 members 
Mstep: Class 22 contains 168434 members 
Mstep: Class 23 contains 13790 members 
Mstep: Class 24 contains 35041 members 
Mstep: Class 25 contains 3490 members 
Mstep: Class 26 contains 223771 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 9847 members 
Mstep: Class 29 contains 46962 members 
Mstep: Class 30 contains 224342 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39912 members 
Mstep: Class 33 contains 16014 members 
Mstep: Class 34 contains 7935 members 
Mstep: Class 35 contains 61872 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225969296.000000 Penalty: 136791.531250
Iteration 208Q: 39 clusters Score -2.259693e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 60767 members 
Mstep: Class 3 contains 12001 members 
Mstep: Class 4 contains 41540 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178986 members 
Mstep: Class 7 contains 35594 members 
Mstep: Class 8 contains 32176 members 
Mstep: Class 9 contains 20371 members 
Mstep: Class 10 contains 55500 members 
Mstep: Class 11 contains 107161 members 
Mstep: Class 12 contains 244069 members 
Mstep: Class 13 contains 21972 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 92530 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 120032 members 
Mstep: Class 18 contains 23929 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 168424 members 
Mstep: Class 23 contains 13790 members 
Mstep: Class 24 contains 35043 members 
Mstep: Class 25 contains 3495 members 
Mstep: Class 26 contains 222712 members 
Mstep: Class 27 contains 6502 members 
Mstep: Class 28 contains 9846 members 
Mstep: Class 29 contains 46776 members 
Mstep: Class 30 contains 224346 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39869 members 
Mstep: Class 33 contains 16000 members 
Mstep: Class 34 contains 7951 members 
Mstep: Class 35 contains 61580 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970208.000000 Penalty: 136791.531250
Iteration 209Q: 39 clusters Score -2.259702e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 60761 members 
Mstep: Class 3 contains 12002 members 
Mstep: Class 4 contains 41538 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 178985 members 
Mstep: Class 7 contains 35595 members 
Mstep: Class 8 contains 32182 members 
Mstep: Class 9 contains 20378 members 
Mstep: Class 10 contains 55467 members 
Mstep: Class 11 contains 107161 members 
Mstep: Class 12 contains 244073 members 
Mstep: Class 13 contains 21980 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 94168 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 119991 members 
Mstep: Class 18 contains 23913 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7863 members 
Mstep: Class 22 contains 168396 members 
Mstep: Class 23 contains 13789 members 
Mstep: Class 24 contains 35045 members 
Mstep: Class 25 contains 3498 members 
Mstep: Class 26 contains 221712 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 9846 members 
Mstep: Class 29 contains 46549 members 
Mstep: Class 30 contains 224344 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39827 members 
Mstep: Class 33 contains 15993 members 
Mstep: Class 34 contains 7959 members 
Mstep: Class 35 contains 61310 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970592.000000 Penalty: 136791.531250
Iteration 210Q: 39 clusters Score -2.259706e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 60754 members 
Mstep: Class 3 contains 11999 members 
Mstep: Class 4 contains 41532 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 178984 members 
Mstep: Class 7 contains 35594 members 
Mstep: Class 8 contains 32189 members 
Mstep: Class 9 contains 20388 members 
Mstep: Class 10 contains 55445 members 
Mstep: Class 11 contains 107160 members 
Mstep: Class 12 contains 244075 members 
Mstep: Class 13 contains 21985 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 95687 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 119946 members 
Mstep: Class 18 contains 23892 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7866 members 
Mstep: Class 22 contains 168394 members 
Mstep: Class 23 contains 13788 members 
Mstep: Class 24 contains 35045 members 
Mstep: Class 25 contains 3498 members 
Mstep: Class 26 contains 220810 members 
Mstep: Class 27 contains 6506 members 
Mstep: Class 28 contains 9842 members 
Mstep: Class 29 contains 46294 members 
Mstep: Class 30 contains 224350 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39763 members 
Mstep: Class 33 contains 15992 members 
Mstep: Class 34 contains 7975 members 
Mstep: Class 35 contains 61080 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971328.000000 Penalty: 136791.531250
Iteration 211Q: 39 clusters Score -2.259713e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 60752 members 
Mstep: Class 3 contains 11997 members 
Mstep: Class 4 contains 41528 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178979 members 
Mstep: Class 7 contains 35596 members 
Mstep: Class 8 contains 32189 members 
Mstep: Class 9 contains 20406 members 
Mstep: Class 10 contains 55425 members 
Mstep: Class 11 contains 107156 members 
Mstep: Class 12 contains 244080 members 
Mstep: Class 13 contains 21990 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 97143 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 119891 members 
Mstep: Class 18 contains 23881 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 7865 members 
Mstep: Class 22 contains 168393 members 
Mstep: Class 23 contains 13787 members 
Mstep: Class 24 contains 35047 members 
Mstep: Class 25 contains 3500 members 
Mstep: Class 26 contains 219900 members 
Mstep: Class 27 contains 6510 members 
Mstep: Class 28 contains 9842 members 
Mstep: Class 29 contains 46077 members 
Mstep: Class 30 contains 224362 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39697 members 
Mstep: Class 33 contains 15984 members 
Mstep: Class 34 contains 7999 members 
Mstep: Class 35 contains 60863 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971248.000000 Penalty: 136791.531250
Iteration 212Q: 39 clusters Score -2.259712e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 12000 members 
Mstep: Class 4 contains 41528 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178971 members 
Mstep: Class 7 contains 35596 members 
Mstep: Class 8 contains 32189 members 
Mstep: Class 9 contains 20419 members 
Mstep: Class 10 contains 55398 members 
Mstep: Class 11 contains 107152 members 
Mstep: Class 12 contains 244082 members 
Mstep: Class 13 contains 21996 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 98550 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 119836 members 
Mstep: Class 18 contains 23863 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7868 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13788 members 
Mstep: Class 24 contains 35050 members 
Mstep: Class 25 contains 3501 members 
Mstep: Class 26 contains 219007 members 
Mstep: Class 27 contains 6512 members 
Mstep: Class 28 contains 9842 members 
Mstep: Class 29 contains 45877 members 
Mstep: Class 30 contains 224368 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39624 members 
Mstep: Class 33 contains 15971 members 
Mstep: Class 34 contains 8019 members 
Mstep: Class 35 contains 60673 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971440.000000 Penalty: 136791.531250
Iteration 213Q: 39 clusters Score -2.259714e+08 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 60752 members 
Mstep: Class 3 contains 12003 members 
Mstep: Class 4 contains 41519 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 178966 members 
Mstep: Class 7 contains 35599 members 
Mstep: Class 8 contains 32189 members 
Mstep: Class 9 contains 20431 members 
Mstep: Class 10 contains 55368 members 
Mstep: Class 11 contains 107146 members 
Mstep: Class 12 contains 244076 members 
Mstep: Class 13 contains 22008 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 99939 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 119788 members 
Mstep: Class 18 contains 23842 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 168387 members 
Mstep: Class 23 contains 13789 members 
Mstep: Class 24 contains 35053 members 
Mstep: Class 25 contains 3505 members 
Mstep: Class 26 contains 218133 members 
Mstep: Class 27 contains 6514 members 
Mstep: Class 28 contains 9843 members 
Mstep: Class 29 contains 45689 members 
Mstep: Class 30 contains 224368 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39549 members 
Mstep: Class 33 contains 15971 members 
Mstep: Class 34 contains 8026 members 
Mstep: Class 35 contains 60521 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971824.000000 Penalty: 136791.531250
Iteration 214Q: 39 clusters Score -2.259718e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 60753 members 
Mstep: Class 3 contains 12013 members 
Mstep: Class 4 contains 41515 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178966 members 
Mstep: Class 7 contains 35601 members 
Mstep: Class 8 contains 32186 members 
Mstep: Class 9 contains 20438 members 
Mstep: Class 10 contains 55348 members 
Mstep: Class 11 contains 107141 members 
Mstep: Class 12 contains 244069 members 
Mstep: Class 13 contains 22024 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 101273 members 
Mstep: Class 16 contains 24043 members 
Mstep: Class 17 contains 119733 members 
Mstep: Class 18 contains 23834 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9190 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 168361 members 
Mstep: Class 23 contains 13786 members 
Mstep: Class 24 contains 35051 members 
Mstep: Class 25 contains 3506 members 
Mstep: Class 26 contains 217263 members 
Mstep: Class 27 contains 6517 members 
Mstep: Class 28 contains 9844 members 
Mstep: Class 29 contains 45525 members 
Mstep: Class 30 contains 224367 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39475 members 
Mstep: Class 33 contains 15966 members 
Mstep: Class 34 contains 8035 members 
Mstep: Class 35 contains 60380 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972128.000000 Penalty: 136791.531250
Iteration 215Q: 39 clusters Score -2.259721e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 12017 members 
Mstep: Class 4 contains 41516 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 178965 members 
Mstep: Class 7 contains 35600 members 
Mstep: Class 8 contains 32189 members 
Mstep: Class 9 contains 20442 members 
Mstep: Class 10 contains 55332 members 
Mstep: Class 11 contains 107140 members 
Mstep: Class 12 contains 244065 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 102532 members 
Mstep: Class 16 contains 24039 members 
Mstep: Class 17 contains 119677 members 
Mstep: Class 18 contains 23812 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9191 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168347 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35050 members 
Mstep: Class 25 contains 3508 members 
Mstep: Class 26 contains 216459 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 9844 members 
Mstep: Class 29 contains 45371 members 
Mstep: Class 30 contains 224370 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39376 members 
Mstep: Class 33 contains 15969 members 
Mstep: Class 34 contains 8043 members 
Mstep: Class 35 contains 60260 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972528.000000 Penalty: 136791.531250
Iteration 216Q: 39 clusters Score -2.259725e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 60755 members 
Mstep: Class 3 contains 12017 members 
Mstep: Class 4 contains 41515 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 178962 members 
Mstep: Class 7 contains 35601 members 
Mstep: Class 8 contains 32198 members 
Mstep: Class 9 contains 20448 members 
Mstep: Class 10 contains 55328 members 
Mstep: Class 11 contains 107141 members 
Mstep: Class 12 contains 244065 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 103699 members 
Mstep: Class 16 contains 24040 members 
Mstep: Class 17 contains 119620 members 
Mstep: Class 18 contains 23785 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 7872 members 
Mstep: Class 22 contains 168345 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35054 members 
Mstep: Class 25 contains 3509 members 
Mstep: Class 26 contains 215676 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 9845 members 
Mstep: Class 29 contains 45215 members 
Mstep: Class 30 contains 224383 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39307 members 
Mstep: Class 33 contains 15967 members 
Mstep: Class 34 contains 8049 members 
Mstep: Class 35 contains 60152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973136.000000 Penalty: 136791.531250
Iteration 217Q: 39 clusters Score -2.259731e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 12021 members 
Mstep: Class 4 contains 41507 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 178960 members 
Mstep: Class 7 contains 35601 members 
Mstep: Class 8 contains 32200 members 
Mstep: Class 9 contains 20455 members 
Mstep: Class 10 contains 55324 members 
Mstep: Class 11 contains 107146 members 
Mstep: Class 12 contains 244066 members 
Mstep: Class 13 contains 22042 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 104833 members 
Mstep: Class 16 contains 24038 members 
Mstep: Class 17 contains 119579 members 
Mstep: Class 18 contains 23764 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7871 members 
Mstep: Class 22 contains 168344 members 
Mstep: Class 23 contains 13781 members 
Mstep: Class 24 contains 35052 members 
Mstep: Class 25 contains 3510 members 
Mstep: Class 26 contains 214896 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 9844 members 
Mstep: Class 29 contains 45063 members 
Mstep: Class 30 contains 224377 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39265 members 
Mstep: Class 33 contains 15959 members 
Mstep: Class 34 contains 8064 members 
Mstep: Class 35 contains 60048 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973056.000000 Penalty: 136791.531250
Iteration 218Q: 39 clusters Score -2.259731e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 60758 members 
Mstep: Class 3 contains 12025 members 
Mstep: Class 4 contains 41504 members 
Mstep: Class 5 contains 23802 members 
Mstep: Class 6 contains 178963 members 
Mstep: Class 7 contains 35602 members 
Mstep: Class 8 contains 32198 members 
Mstep: Class 9 contains 20458 members 
Mstep: Class 10 contains 55323 members 
Mstep: Class 11 contains 107149 members 
Mstep: Class 12 contains 244064 members 
Mstep: Class 13 contains 22041 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 105975 members 
Mstep: Class 16 contains 24035 members 
Mstep: Class 17 contains 119547 members 
Mstep: Class 18 contains 23730 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 168342 members 
Mstep: Class 23 contains 13781 members 
Mstep: Class 24 contains 35049 members 
Mstep: Class 25 contains 3511 members 
Mstep: Class 26 contains 214162 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 9842 members 
Mstep: Class 29 contains 44894 members 
Mstep: Class 30 contains 224371 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39211 members 
Mstep: Class 33 contains 15959 members 
Mstep: Class 34 contains 8084 members 
Mstep: Class 35 contains 59924 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973440.000000 Penalty: 136791.531250
Iteration 219Q: 39 clusters Score -2.259734e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 60758 members 
Mstep: Class 3 contains 12026 members 
Mstep: Class 4 contains 41510 members 
Mstep: Class 5 contains 23803 members 
Mstep: Class 6 contains 178961 members 
Mstep: Class 7 contains 35602 members 
Mstep: Class 8 contains 32199 members 
Mstep: Class 9 contains 20470 members 
Mstep: Class 10 contains 55316 members 
Mstep: Class 11 contains 107152 members 
Mstep: Class 12 contains 244070 members 
Mstep: Class 13 contains 22045 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 107069 members 
Mstep: Class 16 contains 24035 members 
Mstep: Class 17 contains 119523 members 
Mstep: Class 18 contains 23690 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 168332 members 
Mstep: Class 23 contains 13780 members 
Mstep: Class 24 contains 35047 members 
Mstep: Class 25 contains 3514 members 
Mstep: Class 26 contains 213460 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 9840 members 
Mstep: Class 29 contains 44705 members 
Mstep: Class 30 contains 224352 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39163 members 
Mstep: Class 33 contains 15952 members 
Mstep: Class 34 contains 8106 members 
Mstep: Class 35 contains 59827 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973936.000000 Penalty: 136791.531250
Iteration 220F: 39 clusters Score -2.259739e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 60759 members 
Mstep: Class 3 contains 12026 members 
Mstep: Class 4 contains 41510 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 178955 members 
Mstep: Class 7 contains 35604 members 
Mstep: Class 8 contains 32194 members 
Mstep: Class 9 contains 20473 members 
Mstep: Class 10 contains 55304 members 
Mstep: Class 11 contains 107157 members 
Mstep: Class 12 contains 244080 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 108107 members 
Mstep: Class 16 contains 24037 members 
Mstep: Class 17 contains 119477 members 
Mstep: Class 18 contains 23652 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7869 members 
Mstep: Class 22 contains 168320 members 
Mstep: Class 23 contains 13778 members 
Mstep: Class 24 contains 35044 members 
Mstep: Class 25 contains 3515 members 
Mstep: Class 26 contains 212791 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 9838 members 
Mstep: Class 29 contains 44540 members 
Mstep: Class 30 contains 224351 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39127 members 
Mstep: Class 33 contains 15946 members 
Mstep: Class 34 contains 8123 members 
Mstep: Class 35 contains 59742 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973936.000000 Penalty: 136791.531250
Iteration 221Q: 39 clusters Score -2.259739e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 60756 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 41504 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178951 members 
Mstep: Class 7 contains 35610 members 
Mstep: Class 8 contains 32193 members 
Mstep: Class 9 contains 20475 members 
Mstep: Class 10 contains 55294 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 244084 members 
Mstep: Class 13 contains 22058 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 109136 members 
Mstep: Class 16 contains 24038 members 
Mstep: Class 17 contains 119428 members 
Mstep: Class 18 contains 23613 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168308 members 
Mstep: Class 23 contains 13777 members 
Mstep: Class 24 contains 35041 members 
Mstep: Class 25 contains 3515 members 
Mstep: Class 26 contains 212129 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 9837 members 
Mstep: Class 29 contains 44378 members 
Mstep: Class 30 contains 224353 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39088 members 
Mstep: Class 33 contains 15944 members 
Mstep: Class 34 contains 8134 members 
Mstep: Class 35 contains 59668 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973760.000000 Penalty: 136791.531250
Iteration 222Q: 39 clusters Score -2.259738e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 12029 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178936 members 
Mstep: Class 7 contains 35615 members 
Mstep: Class 8 contains 32186 members 
Mstep: Class 9 contains 20484 members 
Mstep: Class 10 contains 55281 members 
Mstep: Class 11 contains 107177 members 
Mstep: Class 12 contains 244095 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 110070 members 
Mstep: Class 16 contains 24040 members 
Mstep: Class 17 contains 119381 members 
Mstep: Class 18 contains 23573 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 168302 members 
Mstep: Class 23 contains 13777 members 
Mstep: Class 24 contains 35041 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 211552 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 9835 members 
Mstep: Class 29 contains 44217 members 
Mstep: Class 30 contains 224344 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39047 members 
Mstep: Class 33 contains 15945 members 
Mstep: Class 34 contains 8145 members 
Mstep: Class 35 contains 59608 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973808.000000 Penalty: 136791.531250
Iteration 223Q: 39 clusters Score -2.259738e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 60755 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 178925 members 
Mstep: Class 7 contains 35617 members 
Mstep: Class 8 contains 32184 members 
Mstep: Class 9 contains 20492 members 
Mstep: Class 10 contains 55264 members 
Mstep: Class 11 contains 107187 members 
Mstep: Class 12 contains 244104 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 111008 members 
Mstep: Class 16 contains 24043 members 
Mstep: Class 17 contains 119311 members 
Mstep: Class 18 contains 23514 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 168299 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 35036 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 210970 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 9835 members 
Mstep: Class 29 contains 44073 members 
Mstep: Class 30 contains 224341 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39015 members 
Mstep: Class 33 contains 15937 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 59554 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974208.000000 Penalty: 136791.531250
Iteration 224Q: 39 clusters Score -2.259742e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 12037 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35621 members 
Mstep: Class 8 contains 32176 members 
Mstep: Class 9 contains 20498 members 
Mstep: Class 10 contains 55231 members 
Mstep: Class 11 contains 107193 members 
Mstep: Class 12 contains 244113 members 
Mstep: Class 13 contains 22063 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 111929 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 119252 members 
Mstep: Class 18 contains 23471 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7879 members 
Mstep: Class 22 contains 168293 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 35033 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 210381 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 9835 members 
Mstep: Class 29 contains 43925 members 
Mstep: Class 30 contains 224341 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 39002 members 
Mstep: Class 33 contains 15925 members 
Mstep: Class 34 contains 8166 members 
Mstep: Class 35 contains 59513 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974288.000000 Penalty: 136791.531250
Iteration 225Q: 39 clusters Score -2.259743e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 60758 members 
Mstep: Class 3 contains 12046 members 
Mstep: Class 4 contains 41495 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 178912 members 
Mstep: Class 7 contains 35624 members 
Mstep: Class 8 contains 32170 members 
Mstep: Class 9 contains 20496 members 
Mstep: Class 10 contains 55218 members 
Mstep: Class 11 contains 107197 members 
Mstep: Class 12 contains 244120 members 
Mstep: Class 13 contains 22063 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 112866 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 119207 members 
Mstep: Class 18 contains 23429 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 168287 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 35031 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 209774 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9835 members 
Mstep: Class 29 contains 43786 members 
Mstep: Class 30 contains 224334 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 38976 members 
Mstep: Class 33 contains 15915 members 
Mstep: Class 34 contains 8168 members 
Mstep: Class 35 contains 59456 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974336.000000 Penalty: 136791.531250
Iteration 226Q: 39 clusters Score -2.259743e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 60756 members 
Mstep: Class 3 contains 12051 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 178907 members 
Mstep: Class 7 contains 35625 members 
Mstep: Class 8 contains 32164 members 
Mstep: Class 9 contains 20497 members 
Mstep: Class 10 contains 55211 members 
Mstep: Class 11 contains 107200 members 
Mstep: Class 12 contains 244120 members 
Mstep: Class 13 contains 22063 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 113794 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 119162 members 
Mstep: Class 18 contains 23390 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9192 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 168286 members 
Mstep: Class 23 contains 13781 members 
Mstep: Class 24 contains 35029 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 209140 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9833 members 
Mstep: Class 29 contains 43662 members 
Mstep: Class 30 contains 224324 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 38936 members 
Mstep: Class 33 contains 15906 members 
Mstep: Class 34 contains 8186 members 
Mstep: Class 35 contains 59422 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974720.000000 Penalty: 136791.531250
Iteration 227Q: 39 clusters Score -2.259747e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 60761 members 
Mstep: Class 3 contains 12060 members 
Mstep: Class 4 contains 41498 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 178904 members 
Mstep: Class 7 contains 35628 members 
Mstep: Class 8 contains 32152 members 
Mstep: Class 9 contains 20490 members 
Mstep: Class 10 contains 55206 members 
Mstep: Class 11 contains 107201 members 
Mstep: Class 12 contains 244116 members 
Mstep: Class 13 contains 22061 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 114707 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 119111 members 
Mstep: Class 18 contains 23346 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 168284 members 
Mstep: Class 23 contains 13785 members 
Mstep: Class 24 contains 35028 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 208511 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9833 members 
Mstep: Class 29 contains 43547 members 
Mstep: Class 30 contains 224329 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 38902 members 
Mstep: Class 33 contains 15899 members 
Mstep: Class 34 contains 8197 members 
Mstep: Class 35 contains 59392 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974928.000000 Penalty: 136791.531250
Iteration 228Q: 39 clusters Score -2.259749e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 60765 members 
Mstep: Class 3 contains 12061 members 
Mstep: Class 4 contains 41500 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178903 members 
Mstep: Class 7 contains 35629 members 
Mstep: Class 8 contains 32137 members 
Mstep: Class 9 contains 20488 members 
Mstep: Class 10 contains 55200 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 244119 members 
Mstep: Class 13 contains 22058 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 115611 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 119074 members 
Mstep: Class 18 contains 23316 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 168274 members 
Mstep: Class 23 contains 13786 members 
Mstep: Class 24 contains 35027 members 
Mstep: Class 25 contains 3516 members 
Mstep: Class 26 contains 207888 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9832 members 
Mstep: Class 29 contains 43424 members 
Mstep: Class 30 contains 224326 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 38872 members 
Mstep: Class 33 contains 15893 members 
Mstep: Class 34 contains 8205 members 
Mstep: Class 35 contains 59353 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974896.000000 Penalty: 136791.531250
Iteration 229Q: 39 clusters Score -2.259749e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 12064 members 
Mstep: Class 4 contains 41498 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 178906 members 
Mstep: Class 7 contains 35629 members 
Mstep: Class 8 contains 32125 members 
Mstep: Class 9 contains 20488 members 
Mstep: Class 10 contains 55192 members 
Mstep: Class 11 contains 107200 members 
Mstep: Class 12 contains 244122 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 116485 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 119033 members 
Mstep: Class 18 contains 23282 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 168278 members 
Mstep: Class 23 contains 13785 members 
Mstep: Class 24 contains 35025 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 207292 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9832 members 
Mstep: Class 29 contains 43298 members 
Mstep: Class 30 contains 224329 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 38847 members 
Mstep: Class 33 contains 15890 members 
Mstep: Class 34 contains 8213 members 
Mstep: Class 35 contains 59316 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974928.000000 Penalty: 136791.531250
Iteration 230Q: 39 clusters Score -2.259749e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 12065 members 
Mstep: Class 4 contains 41487 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 178897 members 
Mstep: Class 7 contains 35631 members 
Mstep: Class 8 contains 32120 members 
Mstep: Class 9 contains 20492 members 
Mstep: Class 10 contains 55178 members 
Mstep: Class 11 contains 107200 members 
Mstep: Class 12 contains 244130 members 
Mstep: Class 13 contains 22044 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 117395 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 119000 members 
Mstep: Class 18 contains 23254 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 168276 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35028 members 
Mstep: Class 25 contains 3520 members 
Mstep: Class 26 contains 206670 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9829 members 
Mstep: Class 29 contains 43174 members 
Mstep: Class 30 contains 224330 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38809 members 
Mstep: Class 33 contains 15887 members 
Mstep: Class 34 contains 8224 members 
Mstep: Class 35 contains 59277 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975216.000000 Penalty: 136791.531250
Iteration 231Q: 39 clusters Score -2.259752e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 60771 members 
Mstep: Class 3 contains 12074 members 
Mstep: Class 4 contains 41481 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 178895 members 
Mstep: Class 7 contains 35631 members 
Mstep: Class 8 contains 32117 members 
Mstep: Class 9 contains 20506 members 
Mstep: Class 10 contains 55154 members 
Mstep: Class 11 contains 107199 members 
Mstep: Class 12 contains 244134 members 
Mstep: Class 13 contains 22041 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 118273 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 118961 members 
Mstep: Class 18 contains 23228 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 168282 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35026 members 
Mstep: Class 25 contains 3519 members 
Mstep: Class 26 contains 206066 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 43041 members 
Mstep: Class 30 contains 224332 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38774 members 
Mstep: Class 33 contains 15873 members 
Mstep: Class 34 contains 8224 members 
Mstep: Class 35 contains 59259 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975456.000000 Penalty: 136791.531250
Iteration 232Q: 39 clusters Score -2.259755e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 60773 members 
Mstep: Class 3 contains 12081 members 
Mstep: Class 4 contains 41480 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 178889 members 
Mstep: Class 7 contains 35633 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 20516 members 
Mstep: Class 10 contains 55142 members 
Mstep: Class 11 contains 107196 members 
Mstep: Class 12 contains 244148 members 
Mstep: Class 13 contains 22039 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 119099 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 118917 members 
Mstep: Class 18 contains 23211 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7875 members 
Mstep: Class 22 contains 168296 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35031 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 205454 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9826 members 
Mstep: Class 29 contains 42932 members 
Mstep: Class 30 contains 224329 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38740 members 
Mstep: Class 33 contains 15856 members 
Mstep: Class 34 contains 8232 members 
Mstep: Class 35 contains 59244 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975184.000000 Penalty: 136791.531250
Iteration 233Q: 39 clusters Score -2.259752e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 60775 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178893 members 
Mstep: Class 7 contains 35632 members 
Mstep: Class 8 contains 32104 members 
Mstep: Class 9 contains 20533 members 
Mstep: Class 10 contains 55132 members 
Mstep: Class 11 contains 107192 members 
Mstep: Class 12 contains 244151 members 
Mstep: Class 13 contains 22040 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 119943 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 118888 members 
Mstep: Class 18 contains 23195 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9193 members 
Mstep: Class 21 contains 7876 members 
Mstep: Class 22 contains 168300 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35029 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 204813 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9824 members 
Mstep: Class 29 contains 42814 members 
Mstep: Class 30 contains 224326 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38708 members 
Mstep: Class 33 contains 15845 members 
Mstep: Class 34 contains 8239 members 
Mstep: Class 35 contains 59232 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975504.000000 Penalty: 136791.531250
Iteration 234Q: 39 clusters Score -2.259755e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 60776 members 
Mstep: Class 3 contains 12085 members 
Mstep: Class 4 contains 41474 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178887 members 
Mstep: Class 7 contains 35631 members 
Mstep: Class 8 contains 32103 members 
Mstep: Class 9 contains 20546 members 
Mstep: Class 10 contains 55134 members 
Mstep: Class 11 contains 107198 members 
Mstep: Class 12 contains 244161 members 
Mstep: Class 13 contains 22039 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 120744 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 118854 members 
Mstep: Class 18 contains 23190 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 7878 members 
Mstep: Class 22 contains 168310 members 
Mstep: Class 23 contains 13784 members 
Mstep: Class 24 contains 35026 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 204187 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 9823 members 
Mstep: Class 29 contains 42687 members 
Mstep: Class 30 contains 224317 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38688 members 
Mstep: Class 33 contains 15835 members 
Mstep: Class 34 contains 8244 members 
Mstep: Class 35 contains 59226 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975552.000000 Penalty: 136791.531250
Iteration 235Q: 39 clusters Score -2.259756e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 60774 members 
Mstep: Class 3 contains 12084 members 
Mstep: Class 4 contains 41472 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178882 members 
Mstep: Class 7 contains 35632 members 
Mstep: Class 8 contains 32107 members 
Mstep: Class 9 contains 20558 members 
Mstep: Class 10 contains 55134 members 
Mstep: Class 11 contains 107197 members 
Mstep: Class 12 contains 244162 members 
Mstep: Class 13 contains 22042 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 121555 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 118815 members 
Mstep: Class 18 contains 23180 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 168330 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35026 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 203550 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9827 members 
Mstep: Class 29 contains 42548 members 
Mstep: Class 30 contains 224313 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38680 members 
Mstep: Class 33 contains 15822 members 
Mstep: Class 34 contains 8252 members 
Mstep: Class 35 contains 59225 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975568.000000 Penalty: 136791.531250
Iteration 236Q: 39 clusters Score -2.259756e+08 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 60773 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 41467 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 178880 members 
Mstep: Class 7 contains 35635 members 
Mstep: Class 8 contains 32107 members 
Mstep: Class 9 contains 20561 members 
Mstep: Class 10 contains 55129 members 
Mstep: Class 11 contains 107197 members 
Mstep: Class 12 contains 244164 members 
Mstep: Class 13 contains 22047 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 122329 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 118788 members 
Mstep: Class 18 contains 23163 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9200 members 
Mstep: Class 21 contains 7877 members 
Mstep: Class 22 contains 168340 members 
Mstep: Class 23 contains 13784 members 
Mstep: Class 24 contains 35026 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 202987 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9827 members 
Mstep: Class 29 contains 42412 members 
Mstep: Class 30 contains 224313 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38668 members 
Mstep: Class 33 contains 15805 members 
Mstep: Class 34 contains 8251 members 
Mstep: Class 35 contains 59206 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975584.000000 Penalty: 136791.531250
Iteration 237Q: 39 clusters Score -2.259756e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 60772 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178885 members 
Mstep: Class 7 contains 35638 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 20560 members 
Mstep: Class 10 contains 55126 members 
Mstep: Class 11 contains 107200 members 
Mstep: Class 12 contains 244155 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 123155 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 118754 members 
Mstep: Class 18 contains 23140 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9201 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168351 members 
Mstep: Class 23 contains 13783 members 
Mstep: Class 24 contains 35028 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 202400 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 42259 members 
Mstep: Class 30 contains 224315 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38648 members 
Mstep: Class 33 contains 15796 members 
Mstep: Class 34 contains 8256 members 
Mstep: Class 35 contains 59191 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975552.000000 Penalty: 136791.531250
Iteration 238Q: 39 clusters Score -2.259756e+08 nChanged 1263
Entering ConstructFrom: 
Score: -225975552.000000 Penalty: 136791.531250
Entering ConstructFrom: 
Trying to split cluster 1 (15722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Entering Unmasked Estep 
Score: -1785300.875000 Penalty: 2396.378418
	Iteration 0F: 2 clusters Score -1785301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1774034.625000 Penalty: 4792.756836
	Iteration 0F: 3 clusters Score -1774035 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1777791.500000 Penalty: 4792.756836
	Iteration 1F: 3 clusters Score -1777792 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1778476.625000 Penalty: 4792.756836
	Iteration 2F: 3 clusters Score -1778477 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1779200.000000 Penalty: 4792.756836
	Iteration 3F: 3 clusters Score -1779200 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1780061.000000 Penalty: 4792.756836
	Iteration 4F: 3 clusters Score -1780061 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1780925.750000 Penalty: 4792.756836
	Iteration 5F: 3 clusters Score -1780926 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1781657.500000 Penalty: 4792.756836
	Iteration 6F: 3 clusters Score -1781658 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1782172.875000 Penalty: 4792.756836
	Iteration 7F: 3 clusters Score -1782173 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1782543.750000 Penalty: 4792.756836
	Iteration 8Q: 3 clusters Score -1782544 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1782835.375000 Penalty: 4792.756836
	Iteration 9Q: 3 clusters Score -1782835 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1783042.125000 Penalty: 4792.756836
	Iteration 10Q: 3 clusters Score -1783042 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1783171.875000 Penalty: 4792.756836
	Iteration 11Q: 3 clusters Score -1783172 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1783257.375000 Penalty: 4792.756836
	Iteration 12Q: 3 clusters Score -1783257 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1783318.750000 Penalty: 4792.756836
	Iteration 13Q: 3 clusters Score -1783319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1783359.500000 Penalty: 4792.756836
	Iteration 14Q: 3 clusters Score -1783360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1783395.625000 Penalty: 4792.756836
	Iteration 15Q: 3 clusters Score -1783396 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1783424.500000 Penalty: 4792.756836
	Iteration 16Q: 3 clusters Score -1783424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1783441.250000 Penalty: 4792.756836
	Iteration 17Q: 3 clusters Score -1783441 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1783464.000000 Penalty: 4792.756836
	Iteration 18Q: 3 clusters Score -1783464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1783479.875000 Penalty: 4792.756836
	Iteration 19Q: 3 clusters Score -1783480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1783492.625000 Penalty: 4792.756836
	Iteration 20F: 3 clusters Score -1783493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1783505.375000 Penalty: 4792.756836
	Iteration 21Q: 3 clusters Score -1783505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1783513.000000 Penalty: 4792.756836
	Iteration 22Q: 3 clusters Score -1783513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1783521.375000 Penalty: 4792.756836
	Iteration 23Q: 3 clusters Score -1783521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1783524.875000 Penalty: 4792.756836
	Iteration 24Q: 3 clusters Score -1783525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1783531.500000 Penalty: 4792.756836
	Iteration 25Q: 3 clusters Score -1783532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1783537.750000 Penalty: 4792.756836
	Iteration 26Q: 3 clusters Score -1783538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1783548.375000 Penalty: 4792.756836
	Iteration 27Q: 3 clusters Score -1783548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1783562.750000 Penalty: 4792.756836
	Iteration 28Q: 3 clusters Score -1783563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1783569.500000 Penalty: 4792.756836
	Iteration 29Q: 3 clusters Score -1783570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1783578.750000 Penalty: 4792.756836
	Iteration 30Q: 3 clusters Score -1783579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1783582.500000 Penalty: 4792.756836
	Iteration 31Q: 3 clusters Score -1783582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1783587.875000 Penalty: 4792.756836
	Iteration 32Q: 3 clusters Score -1783588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1783593.750000 Penalty: 4792.756836
	Iteration 33Q: 3 clusters Score -1783594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1783599.750000 Penalty: 4792.756836
	Iteration 34Q: 3 clusters Score -1783600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1783608.000000 Penalty: 4792.756836
	Iteration 35Q: 3 clusters Score -1783608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1783608.500000 Penalty: 4792.756836
	Iteration 36Q: 3 clusters Score -1783608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1783612.500000 Penalty: 4792.756836
	Iteration 37Q: 3 clusters Score -1783612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1783620.500000 Penalty: 4792.756836
	Iteration 38Q: 3 clusters Score -1783620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1783632.375000 Penalty: 4792.756836
	Iteration 39Q: 3 clusters Score -1783632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1783635.000000 Penalty: 4792.756836
	Iteration 40F: 3 clusters Score -1783635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1783635.250000 Penalty: 4792.756836
	Iteration 41Q: 3 clusters Score -1783635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1783640.125000 Penalty: 4792.756836
	Iteration 42Q: 3 clusters Score -1783640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1783642.625000 Penalty: 4792.756836
	Iteration 43Q: 3 clusters Score -1783643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1783648.375000 Penalty: 4792.756836
	Iteration 44Q: 3 clusters Score -1783648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1783654.750000 Penalty: 4792.756836
	Iteration 45Q: 3 clusters Score -1783655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1783656.500000 Penalty: 4792.756836
	Iteration 46Q: 3 clusters Score -1783656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1783660.750000 Penalty: 4792.756836
	Iteration 47Q: 3 clusters Score -1783661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1783663.875000 Penalty: 4792.756836
	Iteration 48Q: 3 clusters Score -1783664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1783664.375000 Penalty: 4792.756836
	Iteration 49Q: 3 clusters Score -1783664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1783670.250000 Penalty: 4792.756836
	Iteration 50Q: 3 clusters Score -1783670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1783674.000000 Penalty: 4792.756836
	Iteration 51Q: 3 clusters Score -1783674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1783668.750000 Penalty: 4792.756836
	Iteration 52Q: 3 clusters Score -1783669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1783672.750000 Penalty: 4792.756836
	Iteration 53Q: 3 clusters Score -1783673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1783680.250000 Penalty: 4792.756836
	Iteration 54Q: 3 clusters Score -1783680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1783682.750000 Penalty: 4792.756836
	Iteration 55Q: 3 clusters Score -1783683 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1783688.375000 Penalty: 4792.756836
	Iteration 56Q: 3 clusters Score -1783688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1783692.000000 Penalty: 4792.756836
	Iteration 57Q: 3 clusters Score -1783692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1783699.500000 Penalty: 4792.756836
	Iteration 58Q: 3 clusters Score -1783700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1783704.250000 Penalty: 4792.756836
	Iteration 59Q: 3 clusters Score -1783704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1783713.500000 Penalty: 4792.756836
	Iteration 60F: 3 clusters Score -1783714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1783721.000000 Penalty: 4792.756836
	Iteration 61Q: 3 clusters Score -1783721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1783722.000000 Penalty: 4792.756836
	Iteration 62Q: 3 clusters Score -1783722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1783726.250000 Penalty: 4792.756836
	Iteration 63Q: 3 clusters Score -1783726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1783727.750000 Penalty: 4792.756836
	Iteration 64Q: 3 clusters Score -1783728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1783733.000000 Penalty: 4792.756836
	Iteration 65Q: 3 clusters Score -1783733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1783735.375000 Penalty: 4792.756836
	Iteration 66Q: 3 clusters Score -1783735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1783741.500000 Penalty: 4792.756836
	Iteration 67Q: 3 clusters Score -1783742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1783744.750000 Penalty: 4792.756836
	Iteration 68Q: 3 clusters Score -1783745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1783745.375000 Penalty: 4792.756836
	Iteration 69Q: 3 clusters Score -1783745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1783747.875000 Penalty: 4792.756836
	Iteration 70Q: 3 clusters Score -1783748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1783754.625000 Penalty: 4792.756836
	Iteration 71Q: 3 clusters Score -1783755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1783756.000000 Penalty: 4792.756836
	Iteration 72Q: 3 clusters Score -1783756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1783754.500000 Penalty: 4792.756836
	Iteration 73Q: 3 clusters Score -1783754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1783755.125000 Penalty: 4792.756836
	Iteration 74Q: 3 clusters Score -1783755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1783754.375000 Penalty: 4792.756836
	Iteration 75Q: 3 clusters Score -1783754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1783754.250000 Penalty: 4792.756836
	Iteration 76Q: 3 clusters Score -1783754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1783756.500000 Penalty: 4792.756836
	Iteration 77Q: 3 clusters Score -1783756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1783756.750000 Penalty: 4792.756836
	Iteration 78Q: 3 clusters Score -1783757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1783757.000000 Penalty: 4792.756836
	Iteration 79Q: 3 clusters Score -1783757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1783757.000000 Penalty: 4792.756836
	Iteration 80F: 3 clusters Score -1783757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Entering Unmasked Estep 
Score: -7047156.500000 Penalty: 2731.711914
	Iteration 0F: 2 clusters Score -7047156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -7006534.500000 Penalty: 5463.423828
	Iteration 0F: 3 clusters Score -7006534 nChanged 28266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -7022043.500000 Penalty: 5463.423828
	Iteration 1F: 3 clusters Score -7022044 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -7022663.000000 Penalty: 5463.423828
	Iteration 2Q: 3 clusters Score -7022663 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -7023294.500000 Penalty: 5463.423828
	Iteration 3Q: 3 clusters Score -7023294 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -7023986.000000 Penalty: 5463.423828
	Iteration 4Q: 3 clusters Score -7023986 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -7024805.500000 Penalty: 5463.423828
	Iteration 5Q: 3 clusters Score -7024806 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -7026026.000000 Penalty: 5463.423828
	Iteration 6Q: 3 clusters Score -7026026 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -7027881.500000 Penalty: 5463.423828
	Iteration 7F: 3 clusters Score -7027882 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -7030617.500000 Penalty: 5463.423828
	Iteration 8F: 3 clusters Score -7030618 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -7034256.500000 Penalty: 5463.423828
	Iteration 9F: 3 clusters Score -7034256 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -7038147.000000 Penalty: 5463.423828
	Iteration 10F: 3 clusters Score -7038147 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -7041344.000000 Penalty: 5463.423828
	Iteration 11F: 3 clusters Score -7041344 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7043276.500000 Penalty: 5463.423828
	Iteration 12Q: 3 clusters Score -7043276 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7044143.500000 Penalty: 5463.423828
	Iteration 13Q: 3 clusters Score -7044144 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7044474.000000 Penalty: 5463.423828
	Iteration 14Q: 3 clusters Score -7044474 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60377 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7044612.500000 Penalty: 5463.423828
	Iteration 15Q: 3 clusters Score -7044612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7044708.000000 Penalty: 5463.423828
	Iteration 16Q: 3 clusters Score -7044708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60469 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7044745.000000 Penalty: 5463.423828
	Iteration 17Q: 3 clusters Score -7044745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7044758.000000 Penalty: 5463.423828
	Iteration 18Q: 3 clusters Score -7044758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7044777.000000 Penalty: 5463.423828
	Iteration 19Q: 3 clusters Score -7044777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7044785.000000 Penalty: 5463.423828
	Iteration 20F: 3 clusters Score -7044785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7044786.000000 Penalty: 5463.423828
	Iteration 21Q: 3 clusters Score -7044786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7044788.000000 Penalty: 5463.423828
	Iteration 22Q: 3 clusters Score -7044788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7044787.000000 Penalty: 5463.423828
	Iteration 23Q: 3 clusters Score -7044787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7044788.000000 Penalty: 5463.423828
	Iteration 24Q: 3 clusters Score -7044788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7044787.000000 Penalty: 5463.423828
	Iteration 25Q: 3 clusters Score -7044787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7044792.500000 Penalty: 5463.423828
	Iteration 26Q: 3 clusters Score -7044792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7044793.500000 Penalty: 5463.423828
	Iteration 27Q: 3 clusters Score -7044794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7044793.500000 Penalty: 5463.423828
	Iteration 28F: 3 clusters Score -7044794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Entering Unmasked Estep 
Score: -1278585.750000 Penalty: 2331.397217
	Iteration 0F: 2 clusters Score -1278586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1269609.625000 Penalty: 4662.794434
	Iteration 0F: 3 clusters Score -1269610 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1272781.250000 Penalty: 4662.794434
	Iteration 1F: 3 clusters Score -1272781 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1273917.625000 Penalty: 4662.794434
	Iteration 2F: 3 clusters Score -1273918 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1274956.875000 Penalty: 4662.794434
	Iteration 3F: 3 clusters Score -1274957 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1275721.875000 Penalty: 4662.794434
	Iteration 4F: 3 clusters Score -1275722 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1276318.500000 Penalty: 4662.794434
	Iteration 5F: 3 clusters Score -1276318 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1276856.000000 Penalty: 4662.794434
	Iteration 6F: 3 clusters Score -1276856 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1277383.125000 Penalty: 4662.794434
	Iteration 7F: 3 clusters Score -1277383 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1277853.750000 Penalty: 4662.794434
	Iteration 8Q: 3 clusters Score -1277854 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1278247.750000 Penalty: 4662.794434
	Iteration 9Q: 3 clusters Score -1278248 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1278638.750000 Penalty: 4662.794434
	Iteration 10Q: 3 clusters Score -1278639 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1278921.875000 Penalty: 4662.794434
	Iteration 11Q: 3 clusters Score -1278922 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1279036.875000 Penalty: 4662.794434
	Iteration 12Q: 3 clusters Score -1279037 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1279128.125000 Penalty: 4662.794434
	Iteration 13Q: 3 clusters Score -1279128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1279204.250000 Penalty: 4662.794434
	Iteration 14Q: 3 clusters Score -1279204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1279258.625000 Penalty: 4662.794434
	Iteration 15Q: 3 clusters Score -1279259 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1279338.625000 Penalty: 4662.794434
	Iteration 16Q: 3 clusters Score -1279339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1279442.250000 Penalty: 4662.794434
	Iteration 17Q: 3 clusters Score -1279442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1279569.250000 Penalty: 4662.794434
	Iteration 18Q: 3 clusters Score -1279569 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1279715.500000 Penalty: 4662.794434
	Iteration 19Q: 3 clusters Score -1279716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1279779.125000 Penalty: 4662.794434
	Iteration 20F: 3 clusters Score -1279779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1279801.000000 Penalty: 4662.794434
	Iteration 21Q: 3 clusters Score -1279801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1279803.750000 Penalty: 4662.794434
	Iteration 22Q: 3 clusters Score -1279804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1279804.000000 Penalty: 4662.794434
	Iteration 23Q: 3 clusters Score -1279804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1279805.250000 Penalty: 4662.794434
	Iteration 24Q: 3 clusters Score -1279805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1279807.000000 Penalty: 4662.794434
	Iteration 25Q: 3 clusters Score -1279807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1279807.000000 Penalty: 4662.794434
	Iteration 26F: 3 clusters Score -1279807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 60777 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178886 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 20560 members 
Mstep: Class 10 contains 55121 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 244154 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 123984 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 118718 members 
Mstep: Class 18 contains 23109 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168360 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 35023 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 201819 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 42101 members 
Mstep: Class 30 contains 224308 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38639 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 59168 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12183 members 
Mstep: Class 39 contains 1286 members 
Entering Unmasked Estep 
Score: -225976288.000000 Penalty: 140391.312500
Splitting cluster 3 changes total score from -225975552.000000 to -225976288.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (41464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Entering Unmasked Estep 
Score: -4800799.000000 Penalty: 2636.880127
	Iteration 0F: 2 clusters Score -4800799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4772802.000000 Penalty: 5273.760254
	Iteration 0F: 3 clusters Score -4772802 nChanged 18968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4783169.000000 Penalty: 5273.760254
	Iteration 1F: 3 clusters Score -4783169 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4783804.000000 Penalty: 5273.760254
	Iteration 2Q: 3 clusters Score -4783804 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -4784559.000000 Penalty: 5273.760254
	Iteration 3Q: 3 clusters Score -4784559 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4785461.500000 Penalty: 5273.760254
	Iteration 4Q: 3 clusters Score -4785462 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4786538.500000 Penalty: 5273.760254
	Iteration 5F: 3 clusters Score -4786538 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4787725.500000 Penalty: 5273.760254
	Iteration 6F: 3 clusters Score -4787726 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4788834.500000 Penalty: 5273.760254
	Iteration 7F: 3 clusters Score -4788834 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -4789724.500000 Penalty: 5273.760254
	Iteration 8F: 3 clusters Score -4789724 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4790389.000000 Penalty: 5273.760254
	Iteration 9Q: 3 clusters Score -4790389 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4790822.000000 Penalty: 5273.760254
	Iteration 10Q: 3 clusters Score -4790822 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4791143.500000 Penalty: 5273.760254
	Iteration 11Q: 3 clusters Score -4791144 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -4791340.500000 Penalty: 5273.760254
	Iteration 12Q: 3 clusters Score -4791340 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -4791468.500000 Penalty: 5273.760254
	Iteration 13Q: 3 clusters Score -4791468 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -4791591.500000 Penalty: 5273.760254
	Iteration 14Q: 3 clusters Score -4791592 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4791663.000000 Penalty: 5273.760254
	Iteration 15Q: 3 clusters Score -4791663 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4791732.000000 Penalty: 5273.760254
	Iteration 16Q: 3 clusters Score -4791732 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -4791796.000000 Penalty: 5273.760254
	Iteration 17Q: 3 clusters Score -4791796 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -4791839.500000 Penalty: 5273.760254
	Iteration 18Q: 3 clusters Score -4791840 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4791903.500000 Penalty: 5273.760254
	Iteration 19Q: 3 clusters Score -4791904 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4791943.000000 Penalty: 5273.760254
	Iteration 20F: 3 clusters Score -4791943 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4792021.000000 Penalty: 5273.760254
	Iteration 21Q: 3 clusters Score -4792021 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4792102.500000 Penalty: 5273.760254
	Iteration 22Q: 3 clusters Score -4792102 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -4792201.500000 Penalty: 5273.760254
	Iteration 23Q: 3 clusters Score -4792202 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -4792324.500000 Penalty: 5273.760254
	Iteration 24Q: 3 clusters Score -4792324 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4792555.500000 Penalty: 5273.760254
	Iteration 25Q: 3 clusters Score -4792556 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4792836.000000 Penalty: 5273.760254
	Iteration 26Q: 3 clusters Score -4792836 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4793144.500000 Penalty: 5273.760254
	Iteration 27Q: 3 clusters Score -4793144 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4793606.500000 Penalty: 5273.760254
	Iteration 28Q: 3 clusters Score -4793606 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4794127.000000 Penalty: 5273.760254
	Iteration 29Q: 3 clusters Score -4794127 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4794712.000000 Penalty: 5273.760254
	Iteration 30Q: 3 clusters Score -4794712 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -4795340.500000 Penalty: 5273.760254
	Iteration 31Q: 3 clusters Score -4795340 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -4796045.500000 Penalty: 5273.760254
	Iteration 32Q: 3 clusters Score -4796046 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -4796682.500000 Penalty: 5273.760254
	Iteration 33Q: 3 clusters Score -4796682 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -4797213.500000 Penalty: 5273.760254
	Iteration 34Q: 3 clusters Score -4797214 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -4797658.500000 Penalty: 5273.760254
	Iteration 35Q: 3 clusters Score -4797658 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -4798065.500000 Penalty: 5273.760254
	Iteration 36Q: 3 clusters Score -4798066 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4798299.500000 Penalty: 5273.760254
	Iteration 37Q: 3 clusters Score -4798300 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4798437.500000 Penalty: 5273.760254
	Iteration 38Q: 3 clusters Score -4798438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -4798515.000000 Penalty: 5273.760254
	Iteration 39Q: 3 clusters Score -4798515 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4798575.500000 Penalty: 5273.760254
	Iteration 40F: 3 clusters Score -4798576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -4798623.000000 Penalty: 5273.760254
	Iteration 41Q: 3 clusters Score -4798623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -4798656.000000 Penalty: 5273.760254
	Iteration 42Q: 3 clusters Score -4798656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4798661.500000 Penalty: 5273.760254
	Iteration 43Q: 3 clusters Score -4798662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -4798684.500000 Penalty: 5273.760254
	Iteration 44Q: 3 clusters Score -4798684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4798693.000000 Penalty: 5273.760254
	Iteration 45Q: 3 clusters Score -4798693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -4798683.500000 Penalty: 5273.760254
	Iteration 46Q: 3 clusters Score -4798684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -4798689.500000 Penalty: 5273.760254
	Iteration 47Q: 3 clusters Score -4798690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -4798705.500000 Penalty: 5273.760254
	Iteration 48Q: 3 clusters Score -4798706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -4798704.500000 Penalty: 5273.760254
	Iteration 49Q: 3 clusters Score -4798704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -4798710.000000 Penalty: 5273.760254
	Iteration 50Q: 3 clusters Score -4798710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -4798719.000000 Penalty: 5273.760254
	Iteration 51Q: 3 clusters Score -4798719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -4798725.000000 Penalty: 5273.760254
	Iteration 52Q: 3 clusters Score -4798725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4798729.000000 Penalty: 5273.760254
	Iteration 53Q: 3 clusters Score -4798729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -4798733.000000 Penalty: 5273.760254
	Iteration 54Q: 3 clusters Score -4798733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4798735.000000 Penalty: 5273.760254
	Iteration 55Q: 3 clusters Score -4798735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4798736.000000 Penalty: 5273.760254
	Iteration 56Q: 3 clusters Score -4798736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -4798746.000000 Penalty: 5273.760254
	Iteration 57Q: 3 clusters Score -4798746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4798739.000000 Penalty: 5273.760254
	Iteration 58Q: 3 clusters Score -4798739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -4798741.000000 Penalty: 5273.760254
	Iteration 59Q: 3 clusters Score -4798741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -4798746.000000 Penalty: 5273.760254
	Iteration 60F: 3 clusters Score -4798746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Entering Unmasked Estep 
Score: -2696489.500000 Penalty: 2499.299072
	Iteration 0F: 2 clusters Score -2696490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2679982.750000 Penalty: 4998.598145
	Iteration 0F: 3 clusters Score -2679983 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2685689.250000 Penalty: 4998.598145
	Iteration 1F: 3 clusters Score -2685689 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2686214.500000 Penalty: 4998.598145
	Iteration 2F: 3 clusters Score -2686214 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2686781.000000 Penalty: 4998.598145
	Iteration 3F: 3 clusters Score -2686781 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2687505.750000 Penalty: 4998.598145
	Iteration 4F: 3 clusters Score -2687506 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2688496.500000 Penalty: 4998.598145
	Iteration 5F: 3 clusters Score -2688496 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -2689714.500000 Penalty: 4998.598145
	Iteration 6F: 3 clusters Score -2689714 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2691014.750000 Penalty: 4998.598145
	Iteration 7F: 3 clusters Score -2691015 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2692176.750000 Penalty: 4998.598145
	Iteration 8F: 3 clusters Score -2692177 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2693033.250000 Penalty: 4998.598145
	Iteration 9Q: 3 clusters Score -2693033 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2693615.250000 Penalty: 4998.598145
	Iteration 10Q: 3 clusters Score -2693615 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2694003.750000 Penalty: 4998.598145
	Iteration 11Q: 3 clusters Score -2694004 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2694273.250000 Penalty: 4998.598145
	Iteration 12Q: 3 clusters Score -2694273 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2694480.500000 Penalty: 4998.598145
	Iteration 13Q: 3 clusters Score -2694480 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2694610.750000 Penalty: 4998.598145
	Iteration 14Q: 3 clusters Score -2694611 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2694702.500000 Penalty: 4998.598145
	Iteration 15Q: 3 clusters Score -2694702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2694767.250000 Penalty: 4998.598145
	Iteration 16Q: 3 clusters Score -2694767 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2694799.500000 Penalty: 4998.598145
	Iteration 17Q: 3 clusters Score -2694800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2694816.750000 Penalty: 4998.598145
	Iteration 18Q: 3 clusters Score -2694817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2694825.000000 Penalty: 4998.598145
	Iteration 19Q: 3 clusters Score -2694825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2694836.000000 Penalty: 4998.598145
	Iteration 20F: 3 clusters Score -2694836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2694839.750000 Penalty: 4998.598145
	Iteration 21Q: 3 clusters Score -2694840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2694844.750000 Penalty: 4998.598145
	Iteration 22Q: 3 clusters Score -2694845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2694846.500000 Penalty: 4998.598145
	Iteration 23Q: 3 clusters Score -2694846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2694848.250000 Penalty: 4998.598145
	Iteration 24Q: 3 clusters Score -2694848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2694852.000000 Penalty: 4998.598145
	Iteration 25Q: 3 clusters Score -2694852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2694851.250000 Penalty: 4998.598145
	Iteration 26Q: 3 clusters Score -2694851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2694851.250000 Penalty: 4998.598145
	Iteration 27F: 3 clusters Score -2694851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178886 members 
Entering Unmasked Estep 
Score: -21138142.000000 Penalty: 2999.437012
	Iteration 0F: 2 clusters Score -2.113814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89439 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -21023318.000000 Penalty: 5998.874023
	Iteration 0F: 3 clusters Score -2.102332e+07 nChanged 85709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 88788 members 
Entering Unmasked Estep 
Score: -21073470.000000 Penalty: 5998.874023
	Iteration 1F: 3 clusters Score -2.107347e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91045 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -21074692.000000 Penalty: 5998.874023
	Iteration 2Q: 3 clusters Score -2.107469e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92562 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -21075936.000000 Penalty: 5998.874023
	Iteration 3Q: 3 clusters Score -2.107594e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -21078128.000000 Penalty: 5998.874023
	Iteration 4Q: 3 clusters Score -2.107813e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 79430 members 
Entering Unmasked Estep 
Score: -21081604.000000 Penalty: 5998.874023
	Iteration 5Q: 3 clusters Score -2.10816e+07 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105385 members 
Mstep: Class 2 contains 73501 members 
Entering Unmasked Estep 
Score: -21086438.000000 Penalty: 5998.874023
	Iteration 6F: 3 clusters Score -2.108644e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112886 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -21092672.000000 Penalty: 5998.874023
	Iteration 7F: 3 clusters Score -2.109267e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121520 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -21099812.000000 Penalty: 5998.874023
	Iteration 8F: 3 clusters Score -2.109981e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130777 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -21106704.000000 Penalty: 5998.874023
	Iteration 9F: 3 clusters Score -2.11067e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140260 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -21113164.000000 Penalty: 5998.874023
	Iteration 10F: 3 clusters Score -2.111316e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -21119680.000000 Penalty: 5998.874023
	Iteration 11F: 3 clusters Score -2.111968e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158143 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -21125404.000000 Penalty: 5998.874023
	Iteration 12Q: 3 clusters Score -2.11254e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -21129630.000000 Penalty: 5998.874023
	Iteration 13Q: 3 clusters Score -2.112963e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171048 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -21132318.000000 Penalty: 5998.874023
	Iteration 14Q: 3 clusters Score -2.113232e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174517 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -21133966.000000 Penalty: 5998.874023
	Iteration 15Q: 3 clusters Score -2.113397e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176412 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -21134830.000000 Penalty: 5998.874023
	Iteration 16Q: 3 clusters Score -2.113483e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177367 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21135218.000000 Penalty: 5998.874023
	Iteration 17Q: 3 clusters Score -2.113522e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177846 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -21135420.000000 Penalty: 5998.874023
	Iteration 18Q: 3 clusters Score -2.113542e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178043 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21135512.000000 Penalty: 5998.874023
	Iteration 19Q: 3 clusters Score -2.113551e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178148 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -21135542.000000 Penalty: 5998.874023
	Iteration 20F: 3 clusters Score -2.113554e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178224 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -21135592.000000 Penalty: 5998.874023
	Iteration 21Q: 3 clusters Score -2.113559e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -21135630.000000 Penalty: 5998.874023
	Iteration 22Q: 3 clusters Score -2.113563e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178303 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21135634.000000 Penalty: 5998.874023
	Iteration 23Q: 3 clusters Score -2.113563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -21135642.000000 Penalty: 5998.874023
	Iteration 24Q: 3 clusters Score -2.113564e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21135656.000000 Penalty: 5998.874023
	Iteration 25Q: 3 clusters Score -2.113566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -21135662.000000 Penalty: 5998.874023
	Iteration 26Q: 3 clusters Score -2.113566e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178362 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -21135676.000000 Penalty: 5998.874023
	Iteration 27Q: 3 clusters Score -2.113568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178366 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21135700.000000 Penalty: 5998.874023
	Iteration 28Q: 3 clusters Score -2.11357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178372 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -21135704.000000 Penalty: 5998.874023
	Iteration 29Q: 3 clusters Score -2.11357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -21135706.000000 Penalty: 5998.874023
	Iteration 30Q: 3 clusters Score -2.113571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178375 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -21135710.000000 Penalty: 5998.874023
	Iteration 31Q: 3 clusters Score -2.113571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178374 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -21135714.000000 Penalty: 5998.874023
	Iteration 32Q: 3 clusters Score -2.113571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178378 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -21135704.000000 Penalty: 5998.874023
	Iteration 33Q: 3 clusters Score -2.11357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178379 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -21135704.000000 Penalty: 5998.874023
	Iteration 34Q: 3 clusters Score -2.11357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178380 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -21135704.000000 Penalty: 5998.874023
	Iteration 35Q: 3 clusters Score -2.11357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178380 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -21135704.000000 Penalty: 5998.874023
	Iteration 36F: 3 clusters Score -2.11357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Entering Unmasked Estep 
Score: -4162269.250000 Penalty: 2599.336426
	Iteration 0F: 2 clusters Score -4162269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4138146.000000 Penalty: 5198.672852
	Iteration 0F: 3 clusters Score -4138146 nChanged 16146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4147142.750000 Penalty: 5198.672852
	Iteration 1F: 3 clusters Score -4147143 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -4147920.000000 Penalty: 5198.672852
	Iteration 2F: 3 clusters Score -4147920 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4148887.500000 Penalty: 5198.672852
	Iteration 3F: 3 clusters Score -4148888 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -4150210.250000 Penalty: 5198.672852
	Iteration 4F: 3 clusters Score -4150210 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4152036.750000 Penalty: 5198.672852
	Iteration 5F: 3 clusters Score -4152037 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -4153927.250000 Penalty: 5198.672852
	Iteration 6F: 3 clusters Score -4153927 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4155677.750000 Penalty: 5198.672852
	Iteration 7F: 3 clusters Score -4155678 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4156968.000000 Penalty: 5198.672852
	Iteration 8F: 3 clusters Score -4156968 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -4157932.500000 Penalty: 5198.672852
	Iteration 9Q: 3 clusters Score -4157932 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -4158736.500000 Penalty: 5198.672852
	Iteration 10Q: 3 clusters Score -4158736 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4159373.250000 Penalty: 5198.672852
	Iteration 11Q: 3 clusters Score -4159373 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4159970.000000 Penalty: 5198.672852
	Iteration 12Q: 3 clusters Score -4159970 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4160490.250000 Penalty: 5198.672852
	Iteration 13Q: 3 clusters Score -4160490 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4160894.250000 Penalty: 5198.672852
	Iteration 14Q: 3 clusters Score -4160894 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4161159.500000 Penalty: 5198.672852
	Iteration 15Q: 3 clusters Score -4161160 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4161315.750000 Penalty: 5198.672852
	Iteration 16Q: 3 clusters Score -4161316 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4161384.750000 Penalty: 5198.672852
	Iteration 17Q: 3 clusters Score -4161385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4161411.000000 Penalty: 5198.672852
	Iteration 18Q: 3 clusters Score -4161411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4161425.250000 Penalty: 5198.672852
	Iteration 19Q: 3 clusters Score -4161425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4161425.750000 Penalty: 5198.672852
	Iteration 20F: 3 clusters Score -4161426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4161431.500000 Penalty: 5198.672852
	Iteration 21Q: 3 clusters Score -4161432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4161429.000000 Penalty: 5198.672852
	Iteration 22Q: 3 clusters Score -4161429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4161435.750000 Penalty: 5198.672852
	Iteration 23Q: 3 clusters Score -4161436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4161440.000000 Penalty: 5198.672852
	Iteration 24Q: 3 clusters Score -4161440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4161443.500000 Penalty: 5198.672852
	Iteration 25Q: 3 clusters Score -4161444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4161443.250000 Penalty: 5198.672852
	Iteration 26Q: 3 clusters Score -4161443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4161450.750000 Penalty: 5198.672852
	Iteration 27Q: 3 clusters Score -4161451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4161453.750000 Penalty: 5198.672852
	Iteration 28Q: 3 clusters Score -4161454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4161457.000000 Penalty: 5198.672852
	Iteration 29Q: 3 clusters Score -4161457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -4161457.000000 Penalty: 5198.672852
	Iteration 30F: 3 clusters Score -4161457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Entering Unmasked Estep 
Score: -3791798.500000 Penalty: 2573.484619
	Iteration 0F: 2 clusters Score -3791798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -3769801.750000 Penalty: 5146.969238
	Iteration 0F: 3 clusters Score -3769802 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3777728.750000 Penalty: 5146.969238
	Iteration 1F: 3 clusters Score -3777729 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3778328.750000 Penalty: 5146.969238
	Iteration 2Q: 3 clusters Score -3778329 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -3779137.000000 Penalty: 5146.969238
	Iteration 3Q: 3 clusters Score -3779137 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3780155.750000 Penalty: 5146.969238
	Iteration 4F: 3 clusters Score -3780156 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3781515.000000 Penalty: 5146.969238
	Iteration 5F: 3 clusters Score -3781515 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3783002.250000 Penalty: 5146.969238
	Iteration 6F: 3 clusters Score -3783002 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3784385.250000 Penalty: 5146.969238
	Iteration 7F: 3 clusters Score -3784385 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3785444.750000 Penalty: 5146.969238
	Iteration 8F: 3 clusters Score -3785445 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3786183.750000 Penalty: 5146.969238
	Iteration 9Q: 3 clusters Score -3786184 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3786604.000000 Penalty: 5146.969238
	Iteration 10Q: 3 clusters Score -3786604 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3786810.500000 Penalty: 5146.969238
	Iteration 11Q: 3 clusters Score -3786810 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3786951.750000 Penalty: 5146.969238
	Iteration 12Q: 3 clusters Score -3786952 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3787042.500000 Penalty: 5146.969238
	Iteration 13Q: 3 clusters Score -3787042 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3787085.250000 Penalty: 5146.969238
	Iteration 14Q: 3 clusters Score -3787085 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3787131.500000 Penalty: 5146.969238
	Iteration 15Q: 3 clusters Score -3787132 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3787165.250000 Penalty: 5146.969238
	Iteration 16Q: 3 clusters Score -3787165 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3787190.500000 Penalty: 5146.969238
	Iteration 17Q: 3 clusters Score -3787190 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -3787223.250000 Penalty: 5146.969238
	Iteration 18Q: 3 clusters Score -3787223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3787243.250000 Penalty: 5146.969238
	Iteration 19Q: 3 clusters Score -3787243 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3787263.000000 Penalty: 5146.969238
	Iteration 20F: 3 clusters Score -3787263 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3787303.500000 Penalty: 5146.969238
	Iteration 21Q: 3 clusters Score -3787304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3787332.750000 Penalty: 5146.969238
	Iteration 22Q: 3 clusters Score -3787333 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3787357.750000 Penalty: 5146.969238
	Iteration 23Q: 3 clusters Score -3787358 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3787389.500000 Penalty: 5146.969238
	Iteration 24Q: 3 clusters Score -3787390 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3787413.500000 Penalty: 5146.969238
	Iteration 25Q: 3 clusters Score -3787414 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3787449.000000 Penalty: 5146.969238
	Iteration 26Q: 3 clusters Score -3787449 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3787494.750000 Penalty: 5146.969238
	Iteration 27Q: 3 clusters Score -3787495 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3787555.250000 Penalty: 5146.969238
	Iteration 28Q: 3 clusters Score -3787555 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3787619.500000 Penalty: 5146.969238
	Iteration 29Q: 3 clusters Score -3787620 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3787672.000000 Penalty: 5146.969238
	Iteration 30Q: 3 clusters Score -3787672 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -3787762.250000 Penalty: 5146.969238
	Iteration 31Q: 3 clusters Score -3787762 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3787879.500000 Penalty: 5146.969238
	Iteration 32Q: 3 clusters Score -3787880 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -3788000.250000 Penalty: 5146.969238
	Iteration 33Q: 3 clusters Score -3788000 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3788154.000000 Penalty: 5146.969238
	Iteration 34Q: 3 clusters Score -3788154 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3788323.750000 Penalty: 5146.969238
	Iteration 35Q: 3 clusters Score -3788324 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -3788509.250000 Penalty: 5146.969238
	Iteration 36Q: 3 clusters Score -3788509 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3788737.250000 Penalty: 5146.969238
	Iteration 37Q: 3 clusters Score -3788737 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3788993.750000 Penalty: 5146.969238
	Iteration 38Q: 3 clusters Score -3788994 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3789315.250000 Penalty: 5146.969238
	Iteration 39Q: 3 clusters Score -3789315 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3789676.250000 Penalty: 5146.969238
	Iteration 40F: 3 clusters Score -3789676 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3790057.750000 Penalty: 5146.969238
	Iteration 41Q: 3 clusters Score -3790058 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3790367.250000 Penalty: 5146.969238
	Iteration 42Q: 3 clusters Score -3790367 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3790607.250000 Penalty: 5146.969238
	Iteration 43Q: 3 clusters Score -3790607 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3790744.750000 Penalty: 5146.969238
	Iteration 44Q: 3 clusters Score -3790745 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3790822.750000 Penalty: 5146.969238
	Iteration 45Q: 3 clusters Score -3790823 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3790881.000000 Penalty: 5146.969238
	Iteration 46Q: 3 clusters Score -3790881 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3790931.000000 Penalty: 5146.969238
	Iteration 47Q: 3 clusters Score -3790931 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3790982.750000 Penalty: 5146.969238
	Iteration 48Q: 3 clusters Score -3790983 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -3791039.750000 Penalty: 5146.969238
	Iteration 49Q: 3 clusters Score -3791040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3791060.750000 Penalty: 5146.969238
	Iteration 50Q: 3 clusters Score -3791061 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3791082.500000 Penalty: 5146.969238
	Iteration 51Q: 3 clusters Score -3791082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3791103.000000 Penalty: 5146.969238
	Iteration 52Q: 3 clusters Score -3791103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3791110.750000 Penalty: 5146.969238
	Iteration 53Q: 3 clusters Score -3791111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3791120.250000 Penalty: 5146.969238
	Iteration 54Q: 3 clusters Score -3791120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3791125.250000 Penalty: 5146.969238
	Iteration 55Q: 3 clusters Score -3791125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3791124.500000 Penalty: 5146.969238
	Iteration 56Q: 3 clusters Score -3791124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3791127.500000 Penalty: 5146.969238
	Iteration 57Q: 3 clusters Score -3791128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3791125.000000 Penalty: 5146.969238
	Iteration 58Q: 3 clusters Score -3791125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3791126.500000 Penalty: 5146.969238
	Iteration 59Q: 3 clusters Score -3791126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3791124.000000 Penalty: 5146.969238
	Iteration 60F: 3 clusters Score -3791124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3791129.250000 Penalty: 5146.969238
	Iteration 61Q: 3 clusters Score -3791129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3791130.500000 Penalty: 5146.969238
	Iteration 62Q: 3 clusters Score -3791130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3791137.000000 Penalty: 5146.969238
	Iteration 63Q: 3 clusters Score -3791137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -3791132.250000 Penalty: 5146.969238
	Iteration 64Q: 3 clusters Score -3791132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3791133.250000 Penalty: 5146.969238
	Iteration 65Q: 3 clusters Score -3791133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3791128.500000 Penalty: 5146.969238
	Iteration 66Q: 3 clusters Score -3791128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3791129.750000 Penalty: 5146.969238
	Iteration 67Q: 3 clusters Score -3791130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3791133.000000 Penalty: 5146.969238
	Iteration 68Q: 3 clusters Score -3791133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -3791133.250000 Penalty: 5146.969238
	Iteration 69Q: 3 clusters Score -3791133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3791133.000000 Penalty: 5146.969238
	Iteration 70Q: 3 clusters Score -3791133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3791133.000000 Penalty: 5146.969238
	Iteration 71F: 3 clusters Score -3791133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -2262583.500000 Penalty: 2462.913574
	Iteration 0F: 2 clusters Score -2262584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2248303.750000 Penalty: 4925.827148
	Iteration 0F: 3 clusters Score -2248304 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2253416.000000 Penalty: 4925.827148
	Iteration 1F: 3 clusters Score -2253416 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2254535.500000 Penalty: 4925.827148
	Iteration 2F: 3 clusters Score -2254536 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2255900.500000 Penalty: 4925.827148
	Iteration 3F: 3 clusters Score -2255900 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2257327.000000 Penalty: 4925.827148
	Iteration 4F: 3 clusters Score -2257327 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2258500.000000 Penalty: 4925.827148
	Iteration 5F: 3 clusters Score -2258500 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2259490.250000 Penalty: 4925.827148
	Iteration 6F: 3 clusters Score -2259490 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2260348.250000 Penalty: 4925.827148
	Iteration 7F: 3 clusters Score -2260348 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2261118.750000 Penalty: 4925.827148
	Iteration 8Q: 3 clusters Score -2261119 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2261725.000000 Penalty: 4925.827148
	Iteration 9Q: 3 clusters Score -2261725 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2262117.500000 Penalty: 4925.827148
	Iteration 10Q: 3 clusters Score -2262118 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2262344.500000 Penalty: 4925.827148
	Iteration 11Q: 3 clusters Score -2262344 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2262524.500000 Penalty: 4925.827148
	Iteration 12Q: 3 clusters Score -2262524 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2262648.250000 Penalty: 4925.827148
	Iteration 13Q: 3 clusters Score -2262648 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2262751.000000 Penalty: 4925.827148
	Iteration 14Q: 3 clusters Score -2262751 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2262842.250000 Penalty: 4925.827148
	Iteration 15Q: 3 clusters Score -2262842 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2262924.250000 Penalty: 4925.827148
	Iteration 16Q: 3 clusters Score -2262924 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2262975.750000 Penalty: 4925.827148
	Iteration 17Q: 3 clusters Score -2262976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2263033.250000 Penalty: 4925.827148
	Iteration 18Q: 3 clusters Score -2263033 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2263108.500000 Penalty: 4925.827148
	Iteration 19Q: 3 clusters Score -2263108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2263180.750000 Penalty: 4925.827148
	Iteration 20F: 3 clusters Score -2263181 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2263251.750000 Penalty: 4925.827148
	Iteration 21Q: 3 clusters Score -2263252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2263323.000000 Penalty: 4925.827148
	Iteration 22Q: 3 clusters Score -2263323 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2263397.250000 Penalty: 4925.827148
	Iteration 23Q: 3 clusters Score -2263397 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2263467.750000 Penalty: 4925.827148
	Iteration 24Q: 3 clusters Score -2263468 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2263535.000000 Penalty: 4925.827148
	Iteration 25Q: 3 clusters Score -2263535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2263594.500000 Penalty: 4925.827148
	Iteration 26Q: 3 clusters Score -2263594 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2263640.750000 Penalty: 4925.827148
	Iteration 27Q: 3 clusters Score -2263641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2263677.500000 Penalty: 4925.827148
	Iteration 28Q: 3 clusters Score -2263678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2263714.250000 Penalty: 4925.827148
	Iteration 29Q: 3 clusters Score -2263714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2263743.000000 Penalty: 4925.827148
	Iteration 30Q: 3 clusters Score -2263743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2263772.000000 Penalty: 4925.827148
	Iteration 31Q: 3 clusters Score -2263772 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2263783.750000 Penalty: 4925.827148
	Iteration 32Q: 3 clusters Score -2263784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2263797.500000 Penalty: 4925.827148
	Iteration 33Q: 3 clusters Score -2263798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2263811.500000 Penalty: 4925.827148
	Iteration 34Q: 3 clusters Score -2263812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2263827.750000 Penalty: 4925.827148
	Iteration 35Q: 3 clusters Score -2263828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2263831.750000 Penalty: 4925.827148
	Iteration 36Q: 3 clusters Score -2263832 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2263845.000000 Penalty: 4925.827148
	Iteration 37Q: 3 clusters Score -2263845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2263846.000000 Penalty: 4925.827148
	Iteration 38Q: 3 clusters Score -2263846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2263845.250000 Penalty: 4925.827148
	Iteration 39Q: 3 clusters Score -2263845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2263849.250000 Penalty: 4925.827148
	Iteration 40F: 3 clusters Score -2263849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2263853.500000 Penalty: 4925.827148
	Iteration 41Q: 3 clusters Score -2263854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2263860.250000 Penalty: 4925.827148
	Iteration 42Q: 3 clusters Score -2263860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2263862.750000 Penalty: 4925.827148
	Iteration 43Q: 3 clusters Score -2263863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -2263858.500000 Penalty: 4925.827148
	Iteration 44Q: 3 clusters Score -2263858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2263870.750000 Penalty: 4925.827148
	Iteration 45Q: 3 clusters Score -2263871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2263872.250000 Penalty: 4925.827148
	Iteration 46Q: 3 clusters Score -2263872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -2263875.500000 Penalty: 4925.827148
	Iteration 47Q: 3 clusters Score -2263876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2263880.750000 Penalty: 4925.827148
	Iteration 48Q: 3 clusters Score -2263881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2263884.250000 Penalty: 4925.827148
	Iteration 49Q: 3 clusters Score -2263884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2263895.500000 Penalty: 4925.827148
	Iteration 50Q: 3 clusters Score -2263896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2263899.250000 Penalty: 4925.827148
	Iteration 51Q: 3 clusters Score -2263899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2263896.250000 Penalty: 4925.827148
	Iteration 52Q: 3 clusters Score -2263896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2263893.250000 Penalty: 4925.827148
	Iteration 53Q: 3 clusters Score -2263893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2263899.500000 Penalty: 4925.827148
	Iteration 54Q: 3 clusters Score -2263900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2263903.750000 Penalty: 4925.827148
	Iteration 55Q: 3 clusters Score -2263904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2263897.250000 Penalty: 4925.827148
	Iteration 56Q: 3 clusters Score -2263897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2263897.750000 Penalty: 4925.827148
	Iteration 57Q: 3 clusters Score -2263898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2263899.750000 Penalty: 4925.827148
	Iteration 58Q: 3 clusters Score -2263900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2263900.750000 Penalty: 4925.827148
	Iteration 59Q: 3 clusters Score -2263901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2263899.750000 Penalty: 4925.827148
	Iteration 60F: 3 clusters Score -2263900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2263900.500000 Penalty: 4925.827148
	Iteration 61Q: 3 clusters Score -2263900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2263900.750000 Penalty: 4925.827148
	Iteration 62Q: 3 clusters Score -2263901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2263897.250000 Penalty: 4925.827148
	Iteration 63Q: 3 clusters Score -2263897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2263900.000000 Penalty: 4925.827148
	Iteration 64Q: 3 clusters Score -2263900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2263904.500000 Penalty: 4925.827148
	Iteration 65Q: 3 clusters Score -2263904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2263898.500000 Penalty: 4925.827148
	Iteration 66Q: 3 clusters Score -2263898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2263899.250000 Penalty: 4925.827148
	Iteration 67Q: 3 clusters Score -2263899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2263902.500000 Penalty: 4925.827148
	Iteration 68Q: 3 clusters Score -2263902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2263903.000000 Penalty: 4925.827148
	Iteration 69Q: 3 clusters Score -2263903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2263906.500000 Penalty: 4925.827148
	Iteration 70Q: 3 clusters Score -2263906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2263906.500000 Penalty: 4925.827148
	Iteration 71F: 3 clusters Score -2263906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 60777 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178886 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 55121 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 244154 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 123984 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 118718 members 
Mstep: Class 18 contains 23109 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168360 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 35023 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 201819 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 42101 members 
Mstep: Class 30 contains 224308 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38639 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 59168 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12183 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 13293 members 
Entering Unmasked Estep 
Score: -225975744.000000 Penalty: 143991.093750
Splitting cluster 9 changes total score from -225975552.000000 to -225975744.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 10 (55121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Entering Unmasked Estep 
Score: -6430804.500000 Penalty: 2707.486816
	Iteration 0F: 2 clusters Score -6430804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -6393717.000000 Penalty: 5414.973633
	Iteration 0F: 3 clusters Score -6393717 nChanged 25480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -6407899.000000 Penalty: 5414.973633
	Iteration 1F: 3 clusters Score -6407899 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -6408584.500000 Penalty: 5414.973633
	Iteration 2Q: 3 clusters Score -6408584 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -6409445.500000 Penalty: 5414.973633
	Iteration 3Q: 3 clusters Score -6409446 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -6410621.000000 Penalty: 5414.973633
	Iteration 4Q: 3 clusters Score -6410621 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -6412501.500000 Penalty: 5414.973633
	Iteration 5F: 3 clusters Score -6412502 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -6415332.500000 Penalty: 5414.973633
	Iteration 6F: 3 clusters Score -6415332 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -6419040.500000 Penalty: 5414.973633
	Iteration 7F: 3 clusters Score -6419040 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -6422830.500000 Penalty: 5414.973633
	Iteration 8F: 3 clusters Score -6422830 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6425586.500000 Penalty: 5414.973633
	Iteration 9F: 3 clusters Score -6425586 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6426984.500000 Penalty: 5414.973633
	Iteration 10Q: 3 clusters Score -6426984 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6427745.500000 Penalty: 5414.973633
	Iteration 11Q: 3 clusters Score -6427746 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6428086.000000 Penalty: 5414.973633
	Iteration 12Q: 3 clusters Score -6428086 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6428253.500000 Penalty: 5414.973633
	Iteration 13Q: 3 clusters Score -6428254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6428330.000000 Penalty: 5414.973633
	Iteration 14Q: 3 clusters Score -6428330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6428372.500000 Penalty: 5414.973633
	Iteration 15Q: 3 clusters Score -6428372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6428404.000000 Penalty: 5414.973633
	Iteration 16Q: 3 clusters Score -6428404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6428425.500000 Penalty: 5414.973633
	Iteration 17Q: 3 clusters Score -6428426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6428442.000000 Penalty: 5414.973633
	Iteration 18Q: 3 clusters Score -6428442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6428453.000000 Penalty: 5414.973633
	Iteration 19Q: 3 clusters Score -6428453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6428454.500000 Penalty: 5414.973633
	Iteration 20F: 3 clusters Score -6428454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6428467.000000 Penalty: 5414.973633
	Iteration 21Q: 3 clusters Score -6428467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6428463.500000 Penalty: 5414.973633
	Iteration 22Q: 3 clusters Score -6428464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6428470.000000 Penalty: 5414.973633
	Iteration 23Q: 3 clusters Score -6428470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6428476.000000 Penalty: 5414.973633
	Iteration 24Q: 3 clusters Score -6428476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6428476.000000 Penalty: 5414.973633
	Iteration 25F: 3 clusters Score -6428476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (107204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Entering Unmasked Estep 
Score: -12187535.000000 Penalty: 2872.457275
	Iteration 0F: 2 clusters Score -1.218754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -12115938.000000 Penalty: 5744.914551
	Iteration 0F: 3 clusters Score -1.211594e+07 nChanged 50922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -12145100.000000 Penalty: 5744.914551
	Iteration 1F: 3 clusters Score -1.21451e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -12146584.000000 Penalty: 5744.914551
	Iteration 2Q: 3 clusters Score -1.214658e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -12148601.000000 Penalty: 5744.914551
	Iteration 3Q: 3 clusters Score -1.21486e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -12151786.000000 Penalty: 5744.914551
	Iteration 4Q: 3 clusters Score -1.215179e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -12156115.000000 Penalty: 5744.914551
	Iteration 5F: 3 clusters Score -1.215612e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -12161583.000000 Penalty: 5744.914551
	Iteration 6F: 3 clusters Score -1.216158e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -12167204.000000 Penalty: 5744.914551
	Iteration 7F: 3 clusters Score -1.21672e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -12172261.000000 Penalty: 5744.914551
	Iteration 8F: 3 clusters Score -1.217226e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92954 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -12176538.000000 Penalty: 5744.914551
	Iteration 9F: 3 clusters Score -1.217654e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -12179631.000000 Penalty: 5744.914551
	Iteration 10Q: 3 clusters Score -1.217963e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100116 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -12181802.000000 Penalty: 5744.914551
	Iteration 11Q: 3 clusters Score -1.21818e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102178 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -12183166.000000 Penalty: 5744.914551
	Iteration 12Q: 3 clusters Score -1.218317e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -12184059.000000 Penalty: 5744.914551
	Iteration 13Q: 3 clusters Score -1.218406e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104242 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -12184641.000000 Penalty: 5744.914551
	Iteration 14Q: 3 clusters Score -1.218464e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104695 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -12184922.000000 Penalty: 5744.914551
	Iteration 15Q: 3 clusters Score -1.218492e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104990 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -12185178.000000 Penalty: 5744.914551
	Iteration 16Q: 3 clusters Score -1.218518e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105183 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -12185349.000000 Penalty: 5744.914551
	Iteration 17Q: 3 clusters Score -1.218535e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105352 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -12185528.000000 Penalty: 5744.914551
	Iteration 18Q: 3 clusters Score -1.218553e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -12185688.000000 Penalty: 5744.914551
	Iteration 19Q: 3 clusters Score -1.218569e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -12185839.000000 Penalty: 5744.914551
	Iteration 20F: 3 clusters Score -1.218584e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105495 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12185900.000000 Penalty: 5744.914551
	Iteration 21Q: 3 clusters Score -1.21859e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -12185963.000000 Penalty: 5744.914551
	Iteration 22Q: 3 clusters Score -1.218596e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -12186016.000000 Penalty: 5744.914551
	Iteration 23Q: 3 clusters Score -1.218602e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105478 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -12186093.000000 Penalty: 5744.914551
	Iteration 24Q: 3 clusters Score -1.218609e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105442 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12186165.000000 Penalty: 5744.914551
	Iteration 25Q: 3 clusters Score -1.218616e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -12186203.000000 Penalty: 5744.914551
	Iteration 26Q: 3 clusters Score -1.21862e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -12186254.000000 Penalty: 5744.914551
	Iteration 27Q: 3 clusters Score -1.218625e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105340 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12186289.000000 Penalty: 5744.914551
	Iteration 28Q: 3 clusters Score -1.218629e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12186308.000000 Penalty: 5744.914551
	Iteration 29Q: 3 clusters Score -1.218631e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105267 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -12186334.000000 Penalty: 5744.914551
	Iteration 30Q: 3 clusters Score -1.218633e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -12186340.000000 Penalty: 5744.914551
	Iteration 31Q: 3 clusters Score -1.218634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12186369.000000 Penalty: 5744.914551
	Iteration 32Q: 3 clusters Score -1.218637e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -12186388.000000 Penalty: 5744.914551
	Iteration 33Q: 3 clusters Score -1.218639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105179 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -12186417.000000 Penalty: 5744.914551
	Iteration 34Q: 3 clusters Score -1.218642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -12186431.000000 Penalty: 5744.914551
	Iteration 35Q: 3 clusters Score -1.218643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -12186439.000000 Penalty: 5744.914551
	Iteration 36Q: 3 clusters Score -1.218644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105135 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -12186443.000000 Penalty: 5744.914551
	Iteration 37Q: 3 clusters Score -1.218644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12186438.000000 Penalty: 5744.914551
	Iteration 38Q: 3 clusters Score -1.218644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105128 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12186451.000000 Penalty: 5744.914551
	Iteration 39Q: 3 clusters Score -1.218645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -12186452.000000 Penalty: 5744.914551
	Iteration 40F: 3 clusters Score -1.218645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105104 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12186477.000000 Penalty: 5744.914551
	Iteration 41Q: 3 clusters Score -1.218648e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105084 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -12186505.000000 Penalty: 5744.914551
	Iteration 42Q: 3 clusters Score -1.21865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -12186528.000000 Penalty: 5744.914551
	Iteration 43Q: 3 clusters Score -1.218653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105029 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -12186537.000000 Penalty: 5744.914551
	Iteration 44Q: 3 clusters Score -1.218654e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104998 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12186552.000000 Penalty: 5744.914551
	Iteration 45Q: 3 clusters Score -1.218655e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -12186569.000000 Penalty: 5744.914551
	Iteration 46Q: 3 clusters Score -1.218657e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104917 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -12186580.000000 Penalty: 5744.914551
	Iteration 47Q: 3 clusters Score -1.218658e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104879 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12186614.000000 Penalty: 5744.914551
	Iteration 48Q: 3 clusters Score -1.218661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104837 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -12186644.000000 Penalty: 5744.914551
	Iteration 49Q: 3 clusters Score -1.218664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104807 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -12186653.000000 Penalty: 5744.914551
	Iteration 50Q: 3 clusters Score -1.218665e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104784 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -12186663.000000 Penalty: 5744.914551
	Iteration 51Q: 3 clusters Score -1.218666e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12186667.000000 Penalty: 5744.914551
	Iteration 52Q: 3 clusters Score -1.218667e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104768 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12186668.000000 Penalty: 5744.914551
	Iteration 53Q: 3 clusters Score -1.218667e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104757 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12186695.000000 Penalty: 5744.914551
	Iteration 54Q: 3 clusters Score -1.21867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104743 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12186705.000000 Penalty: 5744.914551
	Iteration 55Q: 3 clusters Score -1.21867e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12186700.000000 Penalty: 5744.914551
	Iteration 56Q: 3 clusters Score -1.21867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -12186712.000000 Penalty: 5744.914551
	Iteration 57Q: 3 clusters Score -1.218671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104712 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12186721.000000 Penalty: 5744.914551
	Iteration 58Q: 3 clusters Score -1.218672e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104708 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -12186723.000000 Penalty: 5744.914551
	Iteration 59Q: 3 clusters Score -1.218672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104702 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -12186736.000000 Penalty: 5744.914551
	Iteration 60F: 3 clusters Score -1.218674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104698 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -12186732.000000 Penalty: 5744.914551
	Iteration 61Q: 3 clusters Score -1.218673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -12186740.000000 Penalty: 5744.914551
	Iteration 62Q: 3 clusters Score -1.218674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -12186725.000000 Penalty: 5744.914551
	Iteration 63Q: 3 clusters Score -1.218672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -12186725.000000 Penalty: 5744.914551
	Iteration 64Q: 3 clusters Score -1.218672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104683 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -12186733.000000 Penalty: 5744.914551
	Iteration 65Q: 3 clusters Score -1.218673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104679 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -12186728.000000 Penalty: 5744.914551
	Iteration 66Q: 3 clusters Score -1.218673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104676 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12186735.000000 Penalty: 5744.914551
	Iteration 67Q: 3 clusters Score -1.218674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -12186733.000000 Penalty: 5744.914551
	Iteration 68Q: 3 clusters Score -1.218673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -12186738.000000 Penalty: 5744.914551
	Iteration 69Q: 3 clusters Score -1.218674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12186735.000000 Penalty: 5744.914551
	Iteration 70Q: 3 clusters Score -1.218674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -12186731.000000 Penalty: 5744.914551
	Iteration 71Q: 3 clusters Score -1.218673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -12186730.000000 Penalty: 5744.914551
	Iteration 72Q: 3 clusters Score -1.218673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -12186726.000000 Penalty: 5744.914551
	Iteration 73Q: 3 clusters Score -1.218673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12186736.000000 Penalty: 5744.914551
	Iteration 74Q: 3 clusters Score -1.218674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12186743.000000 Penalty: 5744.914551
	Iteration 75Q: 3 clusters Score -1.218674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12186740.000000 Penalty: 5744.914551
	Iteration 76Q: 3 clusters Score -1.218674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12186735.000000 Penalty: 5744.914551
	Iteration 77Q: 3 clusters Score -1.218674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12186735.000000 Penalty: 5744.914551
	Iteration 78F: 3 clusters Score -1.218674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244154 members 
Entering Unmasked Estep 
Score: -28513850.000000 Penalty: 3076.577637
	Iteration 0F: 2 clusters Score -2.851385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121780 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -28363960.000000 Penalty: 6153.155273
	Iteration 0F: 3 clusters Score -2.836396e+07 nChanged 117880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 128564 members 
Entering Unmasked Estep 
Score: -28434330.000000 Penalty: 6153.155273
	Iteration 1F: 3 clusters Score -2.843433e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 133237 members 
Entering Unmasked Estep 
Score: -28437054.000000 Penalty: 6153.155273
	Iteration 2Q: 3 clusters Score -2.843705e+07 nChanged 10671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -28441132.000000 Penalty: 6153.155273
	Iteration 3Q: 3 clusters Score -2.844113e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -28447804.000000 Penalty: 6153.155273
	Iteration 4F: 3 clusters Score -2.84478e+07 nChanged 16703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -28457614.000000 Penalty: 6153.155273
	Iteration 5F: 3 clusters Score -2.845761e+07 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 183309 members 
Entering Unmasked Estep 
Score: -28468794.000000 Penalty: 6153.155273
	Iteration 6F: 3 clusters Score -2.846879e+07 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 200302 members 
Entering Unmasked Estep 
Score: -28479876.000000 Penalty: 6153.155273
	Iteration 7F: 3 clusters Score -2.847988e+07 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 214863 members 
Entering Unmasked Estep 
Score: -28490196.000000 Penalty: 6153.155273
	Iteration 8F: 3 clusters Score -2.84902e+07 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 225740 members 
Entering Unmasked Estep 
Score: -28498210.000000 Penalty: 6153.155273
	Iteration 9Q: 3 clusters Score -2.849821e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 232788 members 
Entering Unmasked Estep 
Score: -28503906.000000 Penalty: 6153.155273
	Iteration 10Q: 3 clusters Score -2.850391e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 237071 members 
Entering Unmasked Estep 
Score: -28507276.000000 Penalty: 6153.155273
	Iteration 11Q: 3 clusters Score -2.850728e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 239426 members 
Entering Unmasked Estep 
Score: -28508752.000000 Penalty: 6153.155273
	Iteration 12Q: 3 clusters Score -2.850875e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 240769 members 
Entering Unmasked Estep 
Score: -28509664.000000 Penalty: 6153.155273
	Iteration 13Q: 3 clusters Score -2.850966e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 241505 members 
Entering Unmasked Estep 
Score: -28510414.000000 Penalty: 6153.155273
	Iteration 14Q: 3 clusters Score -2.851041e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 241918 members 
Entering Unmasked Estep 
Score: -28510822.000000 Penalty: 6153.155273
	Iteration 15Q: 3 clusters Score -2.851082e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 242140 members 
Entering Unmasked Estep 
Score: -28511162.000000 Penalty: 6153.155273
	Iteration 16Q: 3 clusters Score -2.851116e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 242274 members 
Entering Unmasked Estep 
Score: -28511352.000000 Penalty: 6153.155273
	Iteration 17Q: 3 clusters Score -2.851135e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 242378 members 
Entering Unmasked Estep 
Score: -28511564.000000 Penalty: 6153.155273
	Iteration 18Q: 3 clusters Score -2.851156e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 242436 members 
Entering Unmasked Estep 
Score: -28511672.000000 Penalty: 6153.155273
	Iteration 19Q: 3 clusters Score -2.851167e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 242477 members 
Entering Unmasked Estep 
Score: -28511756.000000 Penalty: 6153.155273
	Iteration 20F: 3 clusters Score -2.851176e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 242511 members 
Entering Unmasked Estep 
Score: -28511754.000000 Penalty: 6153.155273
	Iteration 21Q: 3 clusters Score -2.851175e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 242539 members 
Entering Unmasked Estep 
Score: -28511774.000000 Penalty: 6153.155273
	Iteration 22Q: 3 clusters Score -2.851177e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 242557 members 
Entering Unmasked Estep 
Score: -28511840.000000 Penalty: 6153.155273
	Iteration 23Q: 3 clusters Score -2.851184e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 242575 members 
Entering Unmasked Estep 
Score: -28511874.000000 Penalty: 6153.155273
	Iteration 24Q: 3 clusters Score -2.851187e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 242602 members 
Entering Unmasked Estep 
Score: -28511916.000000 Penalty: 6153.155273
	Iteration 25Q: 3 clusters Score -2.851192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 242610 members 
Entering Unmasked Estep 
Score: -28511952.000000 Penalty: 6153.155273
	Iteration 26Q: 3 clusters Score -2.851195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 242621 members 
Entering Unmasked Estep 
Score: -28511964.000000 Penalty: 6153.155273
	Iteration 27Q: 3 clusters Score -2.851196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 242632 members 
Entering Unmasked Estep 
Score: -28511960.000000 Penalty: 6153.155273
	Iteration 28Q: 3 clusters Score -2.851196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 242643 members 
Entering Unmasked Estep 
Score: -28511964.000000 Penalty: 6153.155273
	Iteration 29Q: 3 clusters Score -2.851196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 242649 members 
Entering Unmasked Estep 
Score: -28511966.000000 Penalty: 6153.155273
	Iteration 30Q: 3 clusters Score -2.851197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 242650 members 
Entering Unmasked Estep 
Score: -28511966.000000 Penalty: 6153.155273
	Iteration 31Q: 3 clusters Score -2.851197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 242652 members 
Entering Unmasked Estep 
Score: -28511994.000000 Penalty: 6153.155273
	Iteration 32Q: 3 clusters Score -2.851199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 242658 members 
Entering Unmasked Estep 
Score: -28511994.000000 Penalty: 6153.155273
	Iteration 33Q: 3 clusters Score -2.851199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 242661 members 
Entering Unmasked Estep 
Score: -28511990.000000 Penalty: 6153.155273
	Iteration 34Q: 3 clusters Score -2.851199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 242663 members 
Entering Unmasked Estep 
Score: -28511998.000000 Penalty: 6153.155273
	Iteration 35Q: 3 clusters Score -2.8512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 242667 members 
Entering Unmasked Estep 
Score: -28512012.000000 Penalty: 6153.155273
	Iteration 36Q: 3 clusters Score -2.851201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 242672 members 
Entering Unmasked Estep 
Score: -28512008.000000 Penalty: 6153.155273
	Iteration 37Q: 3 clusters Score -2.851201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 242669 members 
Entering Unmasked Estep 
Score: -28512010.000000 Penalty: 6153.155273
	Iteration 38Q: 3 clusters Score -2.851201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 242671 members 
Entering Unmasked Estep 
Score: -28512004.000000 Penalty: 6153.155273
	Iteration 39Q: 3 clusters Score -2.8512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 242673 members 
Entering Unmasked Estep 
Score: -28512010.000000 Penalty: 6153.155273
	Iteration 40F: 3 clusters Score -2.851201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 242675 members 
Entering Unmasked Estep 
Score: -28511996.000000 Penalty: 6153.155273
	Iteration 41Q: 3 clusters Score -2.8512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 242676 members 
Entering Unmasked Estep 
Score: -28511984.000000 Penalty: 6153.155273
	Iteration 42Q: 3 clusters Score -2.851198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 242675 members 
Entering Unmasked Estep 
Score: -28512006.000000 Penalty: 6153.155273
	Iteration 43Q: 3 clusters Score -2.851201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 242674 members 
Entering Unmasked Estep 
Score: -28512010.000000 Penalty: 6153.155273
	Iteration 44Q: 3 clusters Score -2.851201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 242675 members 
Entering Unmasked Estep 
Score: -28512004.000000 Penalty: 6153.155273
	Iteration 45Q: 3 clusters Score -2.8512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 242676 members 
Entering Unmasked Estep 
Score: -28512004.000000 Penalty: 6153.155273
	Iteration 46Q: 3 clusters Score -2.8512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 242676 members 
Entering Unmasked Estep 
Score: -28512004.000000 Penalty: 6153.155273
	Iteration 47F: 3 clusters Score -2.8512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Entering Unmasked Estep 
Score: -2612005.750000 Penalty: 2480.298584
	Iteration 0F: 2 clusters Score -2612006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2596669.750000 Penalty: 4960.597168
	Iteration 0F: 3 clusters Score -2596670 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2601829.000000 Penalty: 4960.597168
	Iteration 1F: 3 clusters Score -2601829 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2602325.000000 Penalty: 4960.597168
	Iteration 2F: 3 clusters Score -2602325 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2602838.000000 Penalty: 4960.597168
	Iteration 3F: 3 clusters Score -2602838 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2603421.500000 Penalty: 4960.597168
	Iteration 4F: 3 clusters Score -2603422 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2604072.250000 Penalty: 4960.597168
	Iteration 5F: 3 clusters Score -2604072 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2604741.500000 Penalty: 4960.597168
	Iteration 6F: 3 clusters Score -2604742 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2605434.000000 Penalty: 4960.597168
	Iteration 7F: 3 clusters Score -2605434 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2606123.500000 Penalty: 4960.597168
	Iteration 8F: 3 clusters Score -2606124 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2606755.750000 Penalty: 4960.597168
	Iteration 9Q: 3 clusters Score -2606756 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2607382.750000 Penalty: 4960.597168
	Iteration 10Q: 3 clusters Score -2607383 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2607916.250000 Penalty: 4960.597168
	Iteration 11Q: 3 clusters Score -2607916 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2608341.500000 Penalty: 4960.597168
	Iteration 12Q: 3 clusters Score -2608342 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2608632.500000 Penalty: 4960.597168
	Iteration 13Q: 3 clusters Score -2608632 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2608859.250000 Penalty: 4960.597168
	Iteration 14Q: 3 clusters Score -2608859 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2609021.750000 Penalty: 4960.597168
	Iteration 15Q: 3 clusters Score -2609022 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2609125.750000 Penalty: 4960.597168
	Iteration 16Q: 3 clusters Score -2609126 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2609223.250000 Penalty: 4960.597168
	Iteration 17Q: 3 clusters Score -2609223 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2609301.250000 Penalty: 4960.597168
	Iteration 18Q: 3 clusters Score -2609301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2609372.750000 Penalty: 4960.597168
	Iteration 19Q: 3 clusters Score -2609373 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2609429.750000 Penalty: 4960.597168
	Iteration 20F: 3 clusters Score -2609430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2609483.000000 Penalty: 4960.597168
	Iteration 21Q: 3 clusters Score -2609483 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2609522.750000 Penalty: 4960.597168
	Iteration 22Q: 3 clusters Score -2609523 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2609563.000000 Penalty: 4960.597168
	Iteration 23Q: 3 clusters Score -2609563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2609605.250000 Penalty: 4960.597168
	Iteration 24Q: 3 clusters Score -2609605 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2609637.500000 Penalty: 4960.597168
	Iteration 25Q: 3 clusters Score -2609638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2609678.500000 Penalty: 4960.597168
	Iteration 26Q: 3 clusters Score -2609678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2609702.250000 Penalty: 4960.597168
	Iteration 27Q: 3 clusters Score -2609702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2609741.500000 Penalty: 4960.597168
	Iteration 28Q: 3 clusters Score -2609742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2609764.750000 Penalty: 4960.597168
	Iteration 29Q: 3 clusters Score -2609765 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2609786.000000 Penalty: 4960.597168
	Iteration 30Q: 3 clusters Score -2609786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2609800.000000 Penalty: 4960.597168
	Iteration 31Q: 3 clusters Score -2609800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2609807.000000 Penalty: 4960.597168
	Iteration 32Q: 3 clusters Score -2609807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2609818.250000 Penalty: 4960.597168
	Iteration 33Q: 3 clusters Score -2609818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2609822.000000 Penalty: 4960.597168
	Iteration 34Q: 3 clusters Score -2609822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2609832.000000 Penalty: 4960.597168
	Iteration 35Q: 3 clusters Score -2609832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2609829.500000 Penalty: 4960.597168
	Iteration 36Q: 3 clusters Score -2609830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2609833.000000 Penalty: 4960.597168
	Iteration 37Q: 3 clusters Score -2609833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2609835.000000 Penalty: 4960.597168
	Iteration 38Q: 3 clusters Score -2609835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2609840.500000 Penalty: 4960.597168
	Iteration 39Q: 3 clusters Score -2609840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2609845.250000 Penalty: 4960.597168
	Iteration 40F: 3 clusters Score -2609845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2609850.000000 Penalty: 4960.597168
	Iteration 41Q: 3 clusters Score -2609850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2609854.250000 Penalty: 4960.597168
	Iteration 42Q: 3 clusters Score -2609854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2609861.250000 Penalty: 4960.597168
	Iteration 43Q: 3 clusters Score -2609861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2609867.750000 Penalty: 4960.597168
	Iteration 44Q: 3 clusters Score -2609868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2609871.500000 Penalty: 4960.597168
	Iteration 45Q: 3 clusters Score -2609872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2609872.750000 Penalty: 4960.597168
	Iteration 46Q: 3 clusters Score -2609873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2609875.000000 Penalty: 4960.597168
	Iteration 47Q: 3 clusters Score -2609875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2609883.250000 Penalty: 4960.597168
	Iteration 48Q: 3 clusters Score -2609883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2609883.250000 Penalty: 4960.597168
	Iteration 49Q: 3 clusters Score -2609883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2609892.000000 Penalty: 4960.597168
	Iteration 50Q: 3 clusters Score -2609892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2609895.250000 Penalty: 4960.597168
	Iteration 51Q: 3 clusters Score -2609895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2609895.750000 Penalty: 4960.597168
	Iteration 52Q: 3 clusters Score -2609896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2609896.750000 Penalty: 4960.597168
	Iteration 53Q: 3 clusters Score -2609897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2609899.500000 Penalty: 4960.597168
	Iteration 54Q: 3 clusters Score -2609900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2609900.250000 Penalty: 4960.597168
	Iteration 55Q: 3 clusters Score -2609900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2609903.000000 Penalty: 4960.597168
	Iteration 56Q: 3 clusters Score -2609903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2609908.250000 Penalty: 4960.597168
	Iteration 57Q: 3 clusters Score -2609908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2609906.750000 Penalty: 4960.597168
	Iteration 58Q: 3 clusters Score -2609907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2609909.000000 Penalty: 4960.597168
	Iteration 59Q: 3 clusters Score -2609909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2609914.000000 Penalty: 4960.597168
	Iteration 60F: 3 clusters Score -2609914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2609918.250000 Penalty: 4960.597168
	Iteration 61Q: 3 clusters Score -2609918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2609921.750000 Penalty: 4960.597168
	Iteration 62Q: 3 clusters Score -2609922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2609924.500000 Penalty: 4960.597168
	Iteration 63Q: 3 clusters Score -2609924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2609924.000000 Penalty: 4960.597168
	Iteration 64Q: 3 clusters Score -2609924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2609927.000000 Penalty: 4960.597168
	Iteration 65Q: 3 clusters Score -2609927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2609930.000000 Penalty: 4960.597168
	Iteration 66Q: 3 clusters Score -2609930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2609932.750000 Penalty: 4960.597168
	Iteration 67Q: 3 clusters Score -2609933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2609932.750000 Penalty: 4960.597168
	Iteration 68F: 3 clusters Score -2609933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66348.054688 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66348.05 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66711.671875 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66711.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66983.437500 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -66983.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -67131.890625 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -67131.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67235.546875 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -67235.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67305.296875 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67305.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67358.773438 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67358.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -67398.726562 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67398.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -67432.273438 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67432.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -67475.578125 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67475.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -67513.851562 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67513.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -67544.523438 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67544.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -67584.140625 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -67584.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67611.554688 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -67611.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67636.468750 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -67636.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67649.117188 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -67649.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -67668.679688 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -67668.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67682.046875 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -67682.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67703.046875 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -67703.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -67708.218750 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -67708.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67719.148438 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -67719.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67726.046875 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -67726.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67734.554688 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -67734.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -67734.554688 Penalty: 3246.493408
	Iteration 23F: 3 clusters Score -67734.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123984 members 
Entering Unmasked Estep 
Score: -14649086.000000 Penalty: 2908.521240
	Iteration 0F: 2 clusters Score -1.464909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -14566233.000000 Penalty: 5817.042480
	Iteration 0F: 3 clusters Score -1.456623e+07 nChanged 59049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
Score: -14600584.000000 Penalty: 5817.042480
	Iteration 1F: 3 clusters Score -1.460058e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -14602073.000000 Penalty: 5817.042480
	Iteration 2Q: 3 clusters Score -1.460207e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 71519 members 
Entering Unmasked Estep 
Score: -14604242.000000 Penalty: 5817.042480
	Iteration 3Q: 3 clusters Score -1.460424e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -14608065.000000 Penalty: 5817.042480
	Iteration 4F: 3 clusters Score -1.460806e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -14614158.000000 Penalty: 5817.042480
	Iteration 5F: 3 clusters Score -1.461416e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 93552 members 
Entering Unmasked Estep 
Score: -14621882.000000 Penalty: 5817.042480
	Iteration 6F: 3 clusters Score -1.462188e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 102227 members 
Entering Unmasked Estep 
Score: -14629827.000000 Penalty: 5817.042480
	Iteration 7F: 3 clusters Score -1.462983e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -14636314.000000 Penalty: 5817.042480
	Iteration 8F: 3 clusters Score -1.463631e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -14640938.000000 Penalty: 5817.042480
	Iteration 9Q: 3 clusters Score -1.464094e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 118203 members 
Entering Unmasked Estep 
Score: -14643697.000000 Penalty: 5817.042480
	Iteration 10Q: 3 clusters Score -1.46437e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 120137 members 
Entering Unmasked Estep 
Score: -14645161.000000 Penalty: 5817.042480
	Iteration 11Q: 3 clusters Score -1.464516e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 121233 members 
Entering Unmasked Estep 
Score: -14645968.000000 Penalty: 5817.042480
	Iteration 12Q: 3 clusters Score -1.464597e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 121862 members 
Entering Unmasked Estep 
Score: -14646381.000000 Penalty: 5817.042480
	Iteration 13Q: 3 clusters Score -1.464638e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 122227 members 
Entering Unmasked Estep 
Score: -14646629.000000 Penalty: 5817.042480
	Iteration 14Q: 3 clusters Score -1.464663e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 122462 members 
Entering Unmasked Estep 
Score: -14646790.000000 Penalty: 5817.042480
	Iteration 15Q: 3 clusters Score -1.464679e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 122617 members 
Entering Unmasked Estep 
Score: -14646923.000000 Penalty: 5817.042480
	Iteration 16Q: 3 clusters Score -1.464692e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 122714 members 
Entering Unmasked Estep 
Score: -14646967.000000 Penalty: 5817.042480
	Iteration 17Q: 3 clusters Score -1.464697e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 122779 members 
Entering Unmasked Estep 
Score: -14646992.000000 Penalty: 5817.042480
	Iteration 18Q: 3 clusters Score -1.464699e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 122820 members 
Entering Unmasked Estep 
Score: -14646995.000000 Penalty: 5817.042480
	Iteration 19Q: 3 clusters Score -1.4647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -14646999.000000 Penalty: 5817.042480
	Iteration 20F: 3 clusters Score -1.4647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -14647018.000000 Penalty: 5817.042480
	Iteration 21Q: 3 clusters Score -1.464702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 122888 members 
Entering Unmasked Estep 
Score: -14647039.000000 Penalty: 5817.042480
	Iteration 22Q: 3 clusters Score -1.464704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -14647030.000000 Penalty: 5817.042480
	Iteration 23Q: 3 clusters Score -1.464703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 122910 members 
Entering Unmasked Estep 
Score: -14647048.000000 Penalty: 5817.042480
	Iteration 24Q: 3 clusters Score -1.464705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 122918 members 
Entering Unmasked Estep 
Score: -14647066.000000 Penalty: 5817.042480
	Iteration 25Q: 3 clusters Score -1.464707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 122930 members 
Entering Unmasked Estep 
Score: -14647062.000000 Penalty: 5817.042480
	Iteration 26Q: 3 clusters Score -1.464706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -14647066.000000 Penalty: 5817.042480
	Iteration 27Q: 3 clusters Score -1.464707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 122947 members 
Entering Unmasked Estep 
Score: -14647050.000000 Penalty: 5817.042480
	Iteration 28Q: 3 clusters Score -1.464705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 122953 members 
Entering Unmasked Estep 
Score: -14647056.000000 Penalty: 5817.042480
	Iteration 29Q: 3 clusters Score -1.464706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -14647059.000000 Penalty: 5817.042480
	Iteration 30Q: 3 clusters Score -1.464706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -14647084.000000 Penalty: 5817.042480
	Iteration 31Q: 3 clusters Score -1.464708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -14647085.000000 Penalty: 5817.042480
	Iteration 32Q: 3 clusters Score -1.464708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 122965 members 
Entering Unmasked Estep 
Score: -14647083.000000 Penalty: 5817.042480
	Iteration 33Q: 3 clusters Score -1.464708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -14647090.000000 Penalty: 5817.042480
	Iteration 34Q: 3 clusters Score -1.464709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 122976 members 
Entering Unmasked Estep 
Score: -14647081.000000 Penalty: 5817.042480
	Iteration 35Q: 3 clusters Score -1.464708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 122981 members 
Entering Unmasked Estep 
Score: -14647092.000000 Penalty: 5817.042480
	Iteration 36Q: 3 clusters Score -1.464709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 122985 members 
Entering Unmasked Estep 
Score: -14647094.000000 Penalty: 5817.042480
	Iteration 37Q: 3 clusters Score -1.464709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 122989 members 
Entering Unmasked Estep 
Score: -14647089.000000 Penalty: 5817.042480
	Iteration 38Q: 3 clusters Score -1.464709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 122991 members 
Entering Unmasked Estep 
Score: -14647093.000000 Penalty: 5817.042480
	Iteration 39Q: 3 clusters Score -1.464709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -14647098.000000 Penalty: 5817.042480
	Iteration 40F: 3 clusters Score -1.46471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 122992 members 
Entering Unmasked Estep 
Score: -14647110.000000 Penalty: 5817.042480
	Iteration 41Q: 3 clusters Score -1.464711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 122993 members 
Entering Unmasked Estep 
Score: -14647101.000000 Penalty: 5817.042480
	Iteration 42Q: 3 clusters Score -1.46471e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 122993 members 
Entering Unmasked Estep 
Score: -14647101.000000 Penalty: 5817.042480
	Iteration 43F: 3 clusters Score -1.46471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Entering Unmasked Estep 
Score: -2761433.250000 Penalty: 2501.734863
	Iteration 0F: 2 clusters Score -2761433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2744721.250000 Penalty: 5003.469727
	Iteration 0F: 3 clusters Score -2744721 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2750844.250000 Penalty: 5003.469727
	Iteration 1F: 3 clusters Score -2750844 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2751543.000000 Penalty: 5003.469727
	Iteration 2F: 3 clusters Score -2751543 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2752247.250000 Penalty: 5003.469727
	Iteration 3F: 3 clusters Score -2752247 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2752919.500000 Penalty: 5003.469727
	Iteration 4F: 3 clusters Score -2752920 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2753706.250000 Penalty: 5003.469727
	Iteration 5F: 3 clusters Score -2753706 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2754475.000000 Penalty: 5003.469727
	Iteration 6F: 3 clusters Score -2754475 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2755250.750000 Penalty: 5003.469727
	Iteration 7F: 3 clusters Score -2755251 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2755987.500000 Penalty: 5003.469727
	Iteration 8Q: 3 clusters Score -2755988 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2756663.750000 Penalty: 5003.469727
	Iteration 9Q: 3 clusters Score -2756664 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2757304.000000 Penalty: 5003.469727
	Iteration 10Q: 3 clusters Score -2757304 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2757822.500000 Penalty: 5003.469727
	Iteration 11Q: 3 clusters Score -2757822 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -2758222.500000 Penalty: 5003.469727
	Iteration 12Q: 3 clusters Score -2758222 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2758551.000000 Penalty: 5003.469727
	Iteration 13Q: 3 clusters Score -2758551 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2758778.750000 Penalty: 5003.469727
	Iteration 14Q: 3 clusters Score -2758779 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -2758927.000000 Penalty: 5003.469727
	Iteration 15Q: 3 clusters Score -2758927 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2759007.250000 Penalty: 5003.469727
	Iteration 16Q: 3 clusters Score -2759007 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2759068.000000 Penalty: 5003.469727
	Iteration 17Q: 3 clusters Score -2759068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2759099.750000 Penalty: 5003.469727
	Iteration 18Q: 3 clusters Score -2759100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2759133.500000 Penalty: 5003.469727
	Iteration 19Q: 3 clusters Score -2759134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2759168.000000 Penalty: 5003.469727
	Iteration 20F: 3 clusters Score -2759168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2759197.250000 Penalty: 5003.469727
	Iteration 21Q: 3 clusters Score -2759197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2759217.500000 Penalty: 5003.469727
	Iteration 22Q: 3 clusters Score -2759218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -2759227.500000 Penalty: 5003.469727
	Iteration 23Q: 3 clusters Score -2759228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2759233.000000 Penalty: 5003.469727
	Iteration 24Q: 3 clusters Score -2759233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2759237.250000 Penalty: 5003.469727
	Iteration 25Q: 3 clusters Score -2759237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2759237.750000 Penalty: 5003.469727
	Iteration 26Q: 3 clusters Score -2759238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -2759241.250000 Penalty: 5003.469727
	Iteration 27Q: 3 clusters Score -2759241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2759245.250000 Penalty: 5003.469727
	Iteration 28Q: 3 clusters Score -2759245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2759245.250000 Penalty: 5003.469727
	Iteration 29Q: 3 clusters Score -2759245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2759246.250000 Penalty: 5003.469727
	Iteration 30Q: 3 clusters Score -2759246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2759247.750000 Penalty: 5003.469727
	Iteration 31Q: 3 clusters Score -2759248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -2759247.750000 Penalty: 5003.469727
	Iteration 32F: 3 clusters Score -2759248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (118718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Entering Unmasked Estep 
Score: -13587175.000000 Penalty: 2897.757568
	Iteration 0F: 2 clusters Score -1.358718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -13507494.000000 Penalty: 5795.515137
	Iteration 0F: 3 clusters Score -1.350749e+07 nChanged 56383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -13540435.000000 Penalty: 5795.515137
	Iteration 1F: 3 clusters Score -1.354044e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -13541570.000000 Penalty: 5795.515137
	Iteration 2Q: 3 clusters Score -1.354157e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -13542982.000000 Penalty: 5795.515137
	Iteration 3Q: 3 clusters Score -1.354298e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -13545581.000000 Penalty: 5795.515137
	Iteration 4Q: 3 clusters Score -1.354558e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -13550082.000000 Penalty: 5795.515137
	Iteration 5F: 3 clusters Score -1.355008e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -13556836.000000 Penalty: 5795.515137
	Iteration 6F: 3 clusters Score -1.355684e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -13565966.000000 Penalty: 5795.515137
	Iteration 7F: 3 clusters Score -1.356597e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -13574986.000000 Penalty: 5795.515137
	Iteration 8F: 3 clusters Score -1.357499e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 114460 members 
Entering Unmasked Estep 
Score: -13580871.000000 Penalty: 5795.515137
	Iteration 9Q: 3 clusters Score -1.358087e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 117082 members 
Entering Unmasked Estep 
Score: -13583291.000000 Penalty: 5795.515137
	Iteration 10Q: 3 clusters Score -1.358329e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 117995 members 
Entering Unmasked Estep 
Score: -13584069.000000 Penalty: 5795.515137
	Iteration 11Q: 3 clusters Score -1.358407e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 118269 members 
Entering Unmasked Estep 
Score: -13584359.000000 Penalty: 5795.515137
	Iteration 12Q: 3 clusters Score -1.358436e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 118360 members 
Entering Unmasked Estep 
Score: -13584472.000000 Penalty: 5795.515137
	Iteration 13Q: 3 clusters Score -1.358447e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 118391 members 
Entering Unmasked Estep 
Score: -13584517.000000 Penalty: 5795.515137
	Iteration 14Q: 3 clusters Score -1.358452e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -13584554.000000 Penalty: 5795.515137
	Iteration 15Q: 3 clusters Score -1.358455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -13584571.000000 Penalty: 5795.515137
	Iteration 16Q: 3 clusters Score -1.358457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -13584584.000000 Penalty: 5795.515137
	Iteration 17Q: 3 clusters Score -1.358458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 118431 members 
Entering Unmasked Estep 
Score: -13584593.000000 Penalty: 5795.515137
	Iteration 18Q: 3 clusters Score -1.358459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 118436 members 
Entering Unmasked Estep 
Score: -13584598.000000 Penalty: 5795.515137
	Iteration 19Q: 3 clusters Score -1.35846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -13584620.000000 Penalty: 5795.515137
	Iteration 20F: 3 clusters Score -1.358462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -13584630.000000 Penalty: 5795.515137
	Iteration 21Q: 3 clusters Score -1.358463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 118438 members 
Entering Unmasked Estep 
Score: -13584633.000000 Penalty: 5795.515137
	Iteration 22Q: 3 clusters Score -1.358463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 118439 members 
Entering Unmasked Estep 
Score: -13584644.000000 Penalty: 5795.515137
	Iteration 23Q: 3 clusters Score -1.358464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
Score: -13584647.000000 Penalty: 5795.515137
	Iteration 24Q: 3 clusters Score -1.358465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 118445 members 
Entering Unmasked Estep 
Score: -13584646.000000 Penalty: 5795.515137
	Iteration 25Q: 3 clusters Score -1.358465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -13584653.000000 Penalty: 5795.515137
	Iteration 26Q: 3 clusters Score -1.358465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -13584653.000000 Penalty: 5795.515137
	Iteration 27F: 3 clusters Score -1.358465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Entering Unmasked Estep 
Score: -2653855.250000 Penalty: 2491.898438
	Iteration 0F: 2 clusters Score -2653855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2637792.250000 Penalty: 4983.796875
	Iteration 0F: 3 clusters Score -2637792 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2643282.750000 Penalty: 4983.796875
	Iteration 1F: 3 clusters Score -2643283 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2643706.250000 Penalty: 4983.796875
	Iteration 2F: 3 clusters Score -2643706 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2644096.000000 Penalty: 4983.796875
	Iteration 3Q: 3 clusters Score -2644096 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2644453.250000 Penalty: 4983.796875
	Iteration 4Q: 3 clusters Score -2644453 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2644763.250000 Penalty: 4983.796875
	Iteration 5Q: 3 clusters Score -2644763 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2645081.000000 Penalty: 4983.796875
	Iteration 6Q: 3 clusters Score -2645081 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2645434.000000 Penalty: 4983.796875
	Iteration 7Q: 3 clusters Score -2645434 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2645871.250000 Penalty: 4983.796875
	Iteration 8Q: 3 clusters Score -2645871 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2646411.750000 Penalty: 4983.796875
	Iteration 9Q: 3 clusters Score -2646412 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2647092.500000 Penalty: 4983.796875
	Iteration 10Q: 3 clusters Score -2647092 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2647961.500000 Penalty: 4983.796875
	Iteration 11F: 3 clusters Score -2647962 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2648913.750000 Penalty: 4983.796875
	Iteration 12F: 3 clusters Score -2648914 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2649754.500000 Penalty: 4983.796875
	Iteration 13Q: 3 clusters Score -2649754 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2650351.000000 Penalty: 4983.796875
	Iteration 14Q: 3 clusters Score -2650351 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2650714.000000 Penalty: 4983.796875
	Iteration 15Q: 3 clusters Score -2650714 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2650940.500000 Penalty: 4983.796875
	Iteration 16Q: 3 clusters Score -2650940 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2651079.250000 Penalty: 4983.796875
	Iteration 17Q: 3 clusters Score -2651079 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2651180.250000 Penalty: 4983.796875
	Iteration 18Q: 3 clusters Score -2651180 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2651256.000000 Penalty: 4983.796875
	Iteration 19Q: 3 clusters Score -2651256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2651340.000000 Penalty: 4983.796875
	Iteration 20F: 3 clusters Score -2651340 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2651389.000000 Penalty: 4983.796875
	Iteration 21Q: 3 clusters Score -2651389 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2651444.750000 Penalty: 4983.796875
	Iteration 22Q: 3 clusters Score -2651445 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2651481.750000 Penalty: 4983.796875
	Iteration 23Q: 3 clusters Score -2651482 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2651514.000000 Penalty: 4983.796875
	Iteration 24Q: 3 clusters Score -2651514 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2651540.750000 Penalty: 4983.796875
	Iteration 25Q: 3 clusters Score -2651541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2651567.000000 Penalty: 4983.796875
	Iteration 26Q: 3 clusters Score -2651567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2651579.250000 Penalty: 4983.796875
	Iteration 27Q: 3 clusters Score -2651579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2651590.000000 Penalty: 4983.796875
	Iteration 28Q: 3 clusters Score -2651590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2651609.750000 Penalty: 4983.796875
	Iteration 29Q: 3 clusters Score -2651610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2651630.250000 Penalty: 4983.796875
	Iteration 30Q: 3 clusters Score -2651630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2651654.750000 Penalty: 4983.796875
	Iteration 31Q: 3 clusters Score -2651655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2651669.250000 Penalty: 4983.796875
	Iteration 32Q: 3 clusters Score -2651669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2651683.000000 Penalty: 4983.796875
	Iteration 33Q: 3 clusters Score -2651683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2651700.250000 Penalty: 4983.796875
	Iteration 34Q: 3 clusters Score -2651700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2651705.250000 Penalty: 4983.796875
	Iteration 35Q: 3 clusters Score -2651705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2651716.500000 Penalty: 4983.796875
	Iteration 36Q: 3 clusters Score -2651716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2651715.000000 Penalty: 4983.796875
	Iteration 37Q: 3 clusters Score -2651715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2651723.250000 Penalty: 4983.796875
	Iteration 38Q: 3 clusters Score -2651723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2651726.250000 Penalty: 4983.796875
	Iteration 39Q: 3 clusters Score -2651726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2651725.500000 Penalty: 4983.796875
	Iteration 40F: 3 clusters Score -2651726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2651722.500000 Penalty: 4983.796875
	Iteration 41Q: 3 clusters Score -2651722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2651729.750000 Penalty: 4983.796875
	Iteration 42Q: 3 clusters Score -2651730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2651733.000000 Penalty: 4983.796875
	Iteration 43Q: 3 clusters Score -2651733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2651737.250000 Penalty: 4983.796875
	Iteration 44Q: 3 clusters Score -2651737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -2651744.000000 Penalty: 4983.796875
	Iteration 45Q: 3 clusters Score -2651744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2651743.250000 Penalty: 4983.796875
	Iteration 46Q: 3 clusters Score -2651743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2651746.750000 Penalty: 4983.796875
	Iteration 47Q: 3 clusters Score -2651747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2651755.250000 Penalty: 4983.796875
	Iteration 48Q: 3 clusters Score -2651755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -2651762.750000 Penalty: 4983.796875
	Iteration 49Q: 3 clusters Score -2651763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2651767.750000 Penalty: 4983.796875
	Iteration 50Q: 3 clusters Score -2651768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2651779.250000 Penalty: 4983.796875
	Iteration 51Q: 3 clusters Score -2651779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2651774.000000 Penalty: 4983.796875
	Iteration 52Q: 3 clusters Score -2651774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2651774.750000 Penalty: 4983.796875
	Iteration 53Q: 3 clusters Score -2651775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2651782.500000 Penalty: 4983.796875
	Iteration 54Q: 3 clusters Score -2651782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2651783.250000 Penalty: 4983.796875
	Iteration 55Q: 3 clusters Score -2651783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2651789.000000 Penalty: 4983.796875
	Iteration 56Q: 3 clusters Score -2651789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2651791.500000 Penalty: 4983.796875
	Iteration 57Q: 3 clusters Score -2651792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2651788.000000 Penalty: 4983.796875
	Iteration 58Q: 3 clusters Score -2651788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2651791.250000 Penalty: 4983.796875
	Iteration 59Q: 3 clusters Score -2651791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2651792.500000 Penalty: 4983.796875
	Iteration 60F: 3 clusters Score -2651792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2651795.750000 Penalty: 4983.796875
	Iteration 61Q: 3 clusters Score -2651796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2651794.250000 Penalty: 4983.796875
	Iteration 62Q: 3 clusters Score -2651794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2651795.500000 Penalty: 4983.796875
	Iteration 63Q: 3 clusters Score -2651796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2651798.750000 Penalty: 4983.796875
	Iteration 64Q: 3 clusters Score -2651799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2651799.250000 Penalty: 4983.796875
	Iteration 65Q: 3 clusters Score -2651799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2651799.750000 Penalty: 4983.796875
	Iteration 66Q: 3 clusters Score -2651800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2651804.000000 Penalty: 4983.796875
	Iteration 67Q: 3 clusters Score -2651804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2651802.000000 Penalty: 4983.796875
	Iteration 68Q: 3 clusters Score -2651802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2651805.000000 Penalty: 4983.796875
	Iteration 69Q: 3 clusters Score -2651805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -2651804.250000 Penalty: 4983.796875
	Iteration 70Q: 3 clusters Score -2651804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2651803.250000 Penalty: 4983.796875
	Iteration 71Q: 3 clusters Score -2651803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -2651803.250000 Penalty: 4983.796875
	Iteration 72F: 3 clusters Score -2651803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Entering Unmasked Estep 
Score: -1708573.875000 Penalty: 2374.854248
	Iteration 0F: 2 clusters Score -1708574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1698192.000000 Penalty: 4749.708496
	Iteration 0F: 3 clusters Score -1698192 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1701518.625000 Penalty: 4749.708496
	Iteration 1F: 3 clusters Score -1701519 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1701940.500000 Penalty: 4749.708496
	Iteration 2F: 3 clusters Score -1701940 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1702364.625000 Penalty: 4749.708496
	Iteration 3F: 3 clusters Score -1702365 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1702801.750000 Penalty: 4749.708496
	Iteration 4F: 3 clusters Score -1702802 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1703300.750000 Penalty: 4749.708496
	Iteration 5F: 3 clusters Score -1703301 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1703887.750000 Penalty: 4749.708496
	Iteration 6F: 3 clusters Score -1703888 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1704530.875000 Penalty: 4749.708496
	Iteration 7F: 3 clusters Score -1704531 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1705140.125000 Penalty: 4749.708496
	Iteration 8F: 3 clusters Score -1705140 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1705608.750000 Penalty: 4749.708496
	Iteration 9Q: 3 clusters Score -1705609 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1705910.125000 Penalty: 4749.708496
	Iteration 10Q: 3 clusters Score -1705910 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1706074.125000 Penalty: 4749.708496
	Iteration 11Q: 3 clusters Score -1706074 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1706181.750000 Penalty: 4749.708496
	Iteration 12Q: 3 clusters Score -1706182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1706249.125000 Penalty: 4749.708496
	Iteration 13Q: 3 clusters Score -1706249 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1706297.500000 Penalty: 4749.708496
	Iteration 14Q: 3 clusters Score -1706298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1706332.250000 Penalty: 4749.708496
	Iteration 15Q: 3 clusters Score -1706332 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1706364.875000 Penalty: 4749.708496
	Iteration 16Q: 3 clusters Score -1706365 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1706401.500000 Penalty: 4749.708496
	Iteration 17Q: 3 clusters Score -1706402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1706420.250000 Penalty: 4749.708496
	Iteration 18Q: 3 clusters Score -1706420 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1706442.125000 Penalty: 4749.708496
	Iteration 19Q: 3 clusters Score -1706442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1706458.375000 Penalty: 4749.708496
	Iteration 20F: 3 clusters Score -1706458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1706471.500000 Penalty: 4749.708496
	Iteration 21Q: 3 clusters Score -1706472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1706497.375000 Penalty: 4749.708496
	Iteration 22Q: 3 clusters Score -1706497 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1706514.250000 Penalty: 4749.708496
	Iteration 23Q: 3 clusters Score -1706514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1706530.750000 Penalty: 4749.708496
	Iteration 24Q: 3 clusters Score -1706531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1706550.750000 Penalty: 4749.708496
	Iteration 25Q: 3 clusters Score -1706551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1706560.500000 Penalty: 4749.708496
	Iteration 26Q: 3 clusters Score -1706560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1706568.125000 Penalty: 4749.708496
	Iteration 27Q: 3 clusters Score -1706568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1706575.125000 Penalty: 4749.708496
	Iteration 28Q: 3 clusters Score -1706575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1706585.750000 Penalty: 4749.708496
	Iteration 29Q: 3 clusters Score -1706586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1706595.875000 Penalty: 4749.708496
	Iteration 30Q: 3 clusters Score -1706596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1706599.750000 Penalty: 4749.708496
	Iteration 31Q: 3 clusters Score -1706600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1706605.000000 Penalty: 4749.708496
	Iteration 32Q: 3 clusters Score -1706605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1706609.500000 Penalty: 4749.708496
	Iteration 33Q: 3 clusters Score -1706610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1706618.875000 Penalty: 4749.708496
	Iteration 34Q: 3 clusters Score -1706619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1706621.750000 Penalty: 4749.708496
	Iteration 35Q: 3 clusters Score -1706622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1706629.375000 Penalty: 4749.708496
	Iteration 36Q: 3 clusters Score -1706629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1706627.625000 Penalty: 4749.708496
	Iteration 37Q: 3 clusters Score -1706628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1706636.125000 Penalty: 4749.708496
	Iteration 38Q: 3 clusters Score -1706636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1706640.000000 Penalty: 4749.708496
	Iteration 39Q: 3 clusters Score -1706640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1706644.000000 Penalty: 4749.708496
	Iteration 40F: 3 clusters Score -1706644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1706646.500000 Penalty: 4749.708496
	Iteration 41Q: 3 clusters Score -1706646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1706648.750000 Penalty: 4749.708496
	Iteration 42Q: 3 clusters Score -1706649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1706650.500000 Penalty: 4749.708496
	Iteration 43Q: 3 clusters Score -1706650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1706652.750000 Penalty: 4749.708496
	Iteration 44Q: 3 clusters Score -1706653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1706654.625000 Penalty: 4749.708496
	Iteration 45Q: 3 clusters Score -1706655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1706655.000000 Penalty: 4749.708496
	Iteration 46Q: 3 clusters Score -1706655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1706654.250000 Penalty: 4749.708496
	Iteration 47Q: 3 clusters Score -1706654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1706655.625000 Penalty: 4749.708496
	Iteration 48Q: 3 clusters Score -1706656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1706661.625000 Penalty: 4749.708496
	Iteration 49Q: 3 clusters Score -1706662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1706660.125000 Penalty: 4749.708496
	Iteration 50Q: 3 clusters Score -1706660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1706661.750000 Penalty: 4749.708496
	Iteration 51Q: 3 clusters Score -1706662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1706663.500000 Penalty: 4749.708496
	Iteration 52Q: 3 clusters Score -1706664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1706666.000000 Penalty: 4749.708496
	Iteration 53Q: 3 clusters Score -1706666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1706666.125000 Penalty: 4749.708496
	Iteration 54Q: 3 clusters Score -1706666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1706668.000000 Penalty: 4749.708496
	Iteration 55Q: 3 clusters Score -1706668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1706670.625000 Penalty: 4749.708496
	Iteration 56Q: 3 clusters Score -1706671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1706671.875000 Penalty: 4749.708496
	Iteration 57Q: 3 clusters Score -1706672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1706675.000000 Penalty: 4749.708496
	Iteration 58Q: 3 clusters Score -1706675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1706675.000000 Penalty: 4749.708496
	Iteration 59F: 3 clusters Score -1706675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Entering Unmasked Estep 
Score: -1013752.062500 Penalty: 2263.566650
	Iteration 0F: 2 clusters Score -1013752 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 4576 members 
Entering Unmasked Estep 
Score: -1006696.250000 Penalty: 4527.133301
	Iteration 0F: 3 clusters Score -1006696 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1008800.562500 Penalty: 4527.133301
	Iteration 1F: 3 clusters Score -1008801 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1009359.000000 Penalty: 4527.133301
	Iteration 2F: 3 clusters Score -1009359 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1009964.062500 Penalty: 4527.133301
	Iteration 3F: 3 clusters Score -1009964 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1010630.250000 Penalty: 4527.133301
	Iteration 4F: 3 clusters Score -1010630 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1011245.437500 Penalty: 4527.133301
	Iteration 5F: 3 clusters Score -1011245 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1011717.312500 Penalty: 4527.133301
	Iteration 6F: 3 clusters Score -1011717 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1012025.500000 Penalty: 4527.133301
	Iteration 7F: 3 clusters Score -1012026 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1012229.937500 Penalty: 4527.133301
	Iteration 8Q: 3 clusters Score -1012230 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1012375.125000 Penalty: 4527.133301
	Iteration 9Q: 3 clusters Score -1012375 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1012500.687500 Penalty: 4527.133301
	Iteration 10Q: 3 clusters Score -1012501 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1012603.250000 Penalty: 4527.133301
	Iteration 11Q: 3 clusters Score -1012603 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1012693.437500 Penalty: 4527.133301
	Iteration 12Q: 3 clusters Score -1012693 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1012759.000000 Penalty: 4527.133301
	Iteration 13Q: 3 clusters Score -1012759 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1012819.062500 Penalty: 4527.133301
	Iteration 14Q: 3 clusters Score -1012819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1012864.937500 Penalty: 4527.133301
	Iteration 15Q: 3 clusters Score -1012865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1012891.437500 Penalty: 4527.133301
	Iteration 16Q: 3 clusters Score -1012891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1012917.437500 Penalty: 4527.133301
	Iteration 17Q: 3 clusters Score -1012917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1012932.125000 Penalty: 4527.133301
	Iteration 18Q: 3 clusters Score -1012932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1012939.687500 Penalty: 4527.133301
	Iteration 19Q: 3 clusters Score -1012940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1012952.687500 Penalty: 4527.133301
	Iteration 20F: 3 clusters Score -1012953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1012958.125000 Penalty: 4527.133301
	Iteration 21Q: 3 clusters Score -1012958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1012966.500000 Penalty: 4527.133301
	Iteration 22Q: 3 clusters Score -1012966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1012972.125000 Penalty: 4527.133301
	Iteration 23Q: 3 clusters Score -1012972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1012974.687500 Penalty: 4527.133301
	Iteration 24Q: 3 clusters Score -1012975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1012978.062500 Penalty: 4527.133301
	Iteration 25Q: 3 clusters Score -1012978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1012979.187500 Penalty: 4527.133301
	Iteration 26Q: 3 clusters Score -1012979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1012984.750000 Penalty: 4527.133301
	Iteration 27Q: 3 clusters Score -1012985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1012986.250000 Penalty: 4527.133301
	Iteration 28Q: 3 clusters Score -1012986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1012991.187500 Penalty: 4527.133301
	Iteration 29Q: 3 clusters Score -1012991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1012994.125000 Penalty: 4527.133301
	Iteration 30Q: 3 clusters Score -1012994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1012995.250000 Penalty: 4527.133301
	Iteration 31Q: 3 clusters Score -1012995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1012997.625000 Penalty: 4527.133301
	Iteration 32Q: 3 clusters Score -1012998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1012999.312500 Penalty: 4527.133301
	Iteration 33Q: 3 clusters Score -1012999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1013002.875000 Penalty: 4527.133301
	Iteration 34Q: 3 clusters Score -1013003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1013003.000000 Penalty: 4527.133301
	Iteration 35Q: 3 clusters Score -1013003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1013005.750000 Penalty: 4527.133301
	Iteration 36Q: 3 clusters Score -1013006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1013007.250000 Penalty: 4527.133301
	Iteration 37Q: 3 clusters Score -1013007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1013008.125000 Penalty: 4527.133301
	Iteration 38Q: 3 clusters Score -1013008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1013008.500000 Penalty: 4527.133301
	Iteration 39Q: 3 clusters Score -1013008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1013008.625000 Penalty: 4527.133301
	Iteration 40F: 3 clusters Score -1013009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Entering Unmasked Estep 
Score: -861593.500000 Penalty: 2224.856201
	Iteration 0F: 2 clusters Score -861593.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -855344.062500 Penalty: 4449.712402
	Iteration 0F: 3 clusters Score -855344.1 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -857241.187500 Penalty: 4449.712402
	Iteration 1F: 3 clusters Score -857241.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -857602.937500 Penalty: 4449.712402
	Iteration 2F: 3 clusters Score -857602.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -857851.562500 Penalty: 4449.712402
	Iteration 3F: 3 clusters Score -857851.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -858058.750000 Penalty: 4449.712402
	Iteration 4Q: 3 clusters Score -858058.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -858234.187500 Penalty: 4449.712402
	Iteration 5Q: 3 clusters Score -858234.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -858419.812500 Penalty: 4449.712402
	Iteration 6Q: 3 clusters Score -858419.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -858662.687500 Penalty: 4449.712402
	Iteration 7Q: 3 clusters Score -858662.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -858927.000000 Penalty: 4449.712402
	Iteration 8Q: 3 clusters Score -858927 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -859193.375000 Penalty: 4449.712402
	Iteration 9Q: 3 clusters Score -859193.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -859441.312500 Penalty: 4449.712402
	Iteration 10Q: 3 clusters Score -859441.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -859644.125000 Penalty: 4449.712402
	Iteration 11Q: 3 clusters Score -859644.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -859802.000000 Penalty: 4449.712402
	Iteration 12Q: 3 clusters Score -859802 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -859892.687500 Penalty: 4449.712402
	Iteration 13Q: 3 clusters Score -859892.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -859958.937500 Penalty: 4449.712402
	Iteration 14Q: 3 clusters Score -859958.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -860003.500000 Penalty: 4449.712402
	Iteration 15Q: 3 clusters Score -860003.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -860032.187500 Penalty: 4449.712402
	Iteration 16Q: 3 clusters Score -860032.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -860061.750000 Penalty: 4449.712402
	Iteration 17Q: 3 clusters Score -860061.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -860090.312500 Penalty: 4449.712402
	Iteration 18Q: 3 clusters Score -860090.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -860137.562500 Penalty: 4449.712402
	Iteration 19Q: 3 clusters Score -860137.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -860201.562500 Penalty: 4449.712402
	Iteration 20F: 3 clusters Score -860201.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -860263.750000 Penalty: 4449.712402
	Iteration 21Q: 3 clusters Score -860263.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -860319.062500 Penalty: 4449.712402
	Iteration 22Q: 3 clusters Score -860319.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -860375.750000 Penalty: 4449.712402
	Iteration 23Q: 3 clusters Score -860375.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -860443.937500 Penalty: 4449.712402
	Iteration 24Q: 3 clusters Score -860443.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -860519.625000 Penalty: 4449.712402
	Iteration 25Q: 3 clusters Score -860519.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -860581.062500 Penalty: 4449.712402
	Iteration 26Q: 3 clusters Score -860581.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -860614.000000 Penalty: 4449.712402
	Iteration 27Q: 3 clusters Score -860614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -860639.812500 Penalty: 4449.712402
	Iteration 28Q: 3 clusters Score -860639.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -860662.062500 Penalty: 4449.712402
	Iteration 29Q: 3 clusters Score -860662.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -860678.875000 Penalty: 4449.712402
	Iteration 30Q: 3 clusters Score -860678.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -860694.125000 Penalty: 4449.712402
	Iteration 31Q: 3 clusters Score -860694.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -860710.875000 Penalty: 4449.712402
	Iteration 32Q: 3 clusters Score -860710.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -860720.687500 Penalty: 4449.712402
	Iteration 33Q: 3 clusters Score -860720.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -860725.250000 Penalty: 4449.712402
	Iteration 34Q: 3 clusters Score -860725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -860727.750000 Penalty: 4449.712402
	Iteration 35Q: 3 clusters Score -860727.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -860731.437500 Penalty: 4449.712402
	Iteration 36Q: 3 clusters Score -860731.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -860736.062500 Penalty: 4449.712402
	Iteration 37Q: 3 clusters Score -860736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -860738.937500 Penalty: 4449.712402
	Iteration 38Q: 3 clusters Score -860738.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -860739.375000 Penalty: 4449.712402
	Iteration 39Q: 3 clusters Score -860739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -860739.750000 Penalty: 4449.712402
	Iteration 40F: 3 clusters Score -860739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -860739.687500 Penalty: 4449.712402
	Iteration 41Q: 3 clusters Score -860739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -860740.187500 Penalty: 4449.712402
	Iteration 42Q: 3 clusters Score -860740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -860741.250000 Penalty: 4449.712402
	Iteration 43Q: 3 clusters Score -860741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -860741.375000 Penalty: 4449.712402
	Iteration 44Q: 3 clusters Score -860741.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -860741.375000 Penalty: 4449.712402
	Iteration 45F: 3 clusters Score -860741.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Entering Unmasked Estep 
Score: -19467002.000000 Penalty: 2984.397217
	Iteration 0F: 2 clusters Score -1.9467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84353 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -19354202.000000 Penalty: 5968.794434
	Iteration 0F: 3 clusters Score -1.93542e+07 nChanged 80431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -19401558.000000 Penalty: 5968.794434
	Iteration 1F: 3 clusters Score -1.940156e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 79234 members 
Entering Unmasked Estep 
Score: -19402696.000000 Penalty: 5968.794434
	Iteration 2Q: 3 clusters Score -1.94027e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -19404436.000000 Penalty: 5968.794434
	Iteration 3Q: 3 clusters Score -1.940444e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98163 members 
Mstep: Class 2 contains 70197 members 
Entering Unmasked Estep 
Score: -19407504.000000 Penalty: 5968.794434
	Iteration 4Q: 3 clusters Score -1.94075e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106300 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -19412690.000000 Penalty: 5968.794434
	Iteration 5F: 3 clusters Score -1.941269e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117306 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -19420972.000000 Penalty: 5968.794434
	Iteration 6F: 3 clusters Score -1.942097e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130047 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -19431704.000000 Penalty: 5968.794434
	Iteration 7F: 3 clusters Score -1.94317e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142654 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -19443164.000000 Penalty: 5968.794434
	Iteration 8F: 3 clusters Score -1.944316e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -19452184.000000 Penalty: 5968.794434
	Iteration 9F: 3 clusters Score -1.945218e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -19458006.000000 Penalty: 5968.794434
	Iteration 10Q: 3 clusters Score -1.945801e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164141 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -19461514.000000 Penalty: 5968.794434
	Iteration 11Q: 3 clusters Score -1.946151e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -19463042.000000 Penalty: 5968.794434
	Iteration 12Q: 3 clusters Score -1.946304e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167097 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19463796.000000 Penalty: 5968.794434
	Iteration 13Q: 3 clusters Score -1.94638e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19464134.000000 Penalty: 5968.794434
	Iteration 14Q: 3 clusters Score -1.946413e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167623 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19464268.000000 Penalty: 5968.794434
	Iteration 15Q: 3 clusters Score -1.946427e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167698 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -19464346.000000 Penalty: 5968.794434
	Iteration 16Q: 3 clusters Score -1.946435e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -19464428.000000 Penalty: 5968.794434
	Iteration 17Q: 3 clusters Score -1.946443e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -19464476.000000 Penalty: 5968.794434
	Iteration 18Q: 3 clusters Score -1.946448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167793 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -19464494.000000 Penalty: 5968.794434
	Iteration 19Q: 3 clusters Score -1.946449e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167812 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19464534.000000 Penalty: 5968.794434
	Iteration 20F: 3 clusters Score -1.946453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167816 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -19464556.000000 Penalty: 5968.794434
	Iteration 21Q: 3 clusters Score -1.946456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167821 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -19464582.000000 Penalty: 5968.794434
	Iteration 22Q: 3 clusters Score -1.946458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167826 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -19464592.000000 Penalty: 5968.794434
	Iteration 23Q: 3 clusters Score -1.946459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167831 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19464578.000000 Penalty: 5968.794434
	Iteration 24Q: 3 clusters Score -1.946458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167833 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -19464582.000000 Penalty: 5968.794434
	Iteration 25Q: 3 clusters Score -1.946458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167832 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19464592.000000 Penalty: 5968.794434
	Iteration 26Q: 3 clusters Score -1.946459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167832 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19464592.000000 Penalty: 5968.794434
	Iteration 27F: 3 clusters Score -1.946459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Entering Unmasked Estep 
Score: -1516955.625000 Penalty: 2363.717285
	Iteration 0F: 2 clusters Score -1516956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1506816.250000 Penalty: 4727.434570
	Iteration 0F: 3 clusters Score -1506816 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1510146.500000 Penalty: 4727.434570
	Iteration 1F: 3 clusters Score -1510146 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1510679.125000 Penalty: 4727.434570
	Iteration 2F: 3 clusters Score -1510679 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1511154.125000 Penalty: 4727.434570
	Iteration 3F: 3 clusters Score -1511154 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1511600.125000 Penalty: 4727.434570
	Iteration 4F: 3 clusters Score -1511600 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1512046.375000 Penalty: 4727.434570
	Iteration 5F: 3 clusters Score -1512046 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1512557.375000 Penalty: 4727.434570
	Iteration 6F: 3 clusters Score -1512557 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1513048.625000 Penalty: 4727.434570
	Iteration 7Q: 3 clusters Score -1513049 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1513526.250000 Penalty: 4727.434570
	Iteration 8Q: 3 clusters Score -1513526 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1513926.125000 Penalty: 4727.434570
	Iteration 9Q: 3 clusters Score -1513926 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1514238.250000 Penalty: 4727.434570
	Iteration 10Q: 3 clusters Score -1514238 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1514474.625000 Penalty: 4727.434570
	Iteration 11Q: 3 clusters Score -1514475 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1514644.625000 Penalty: 4727.434570
	Iteration 12Q: 3 clusters Score -1514645 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1514757.875000 Penalty: 4727.434570
	Iteration 13Q: 3 clusters Score -1514758 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1514855.625000 Penalty: 4727.434570
	Iteration 14Q: 3 clusters Score -1514856 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1514901.250000 Penalty: 4727.434570
	Iteration 15Q: 3 clusters Score -1514901 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1514931.000000 Penalty: 4727.434570
	Iteration 16Q: 3 clusters Score -1514931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1514952.250000 Penalty: 4727.434570
	Iteration 17Q: 3 clusters Score -1514952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1514982.125000 Penalty: 4727.434570
	Iteration 18Q: 3 clusters Score -1514982 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1515004.375000 Penalty: 4727.434570
	Iteration 19Q: 3 clusters Score -1515004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1515020.625000 Penalty: 4727.434570
	Iteration 20F: 3 clusters Score -1515021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1515034.750000 Penalty: 4727.434570
	Iteration 21Q: 3 clusters Score -1515035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1515045.875000 Penalty: 4727.434570
	Iteration 22Q: 3 clusters Score -1515046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1515049.625000 Penalty: 4727.434570
	Iteration 23Q: 3 clusters Score -1515050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1515052.625000 Penalty: 4727.434570
	Iteration 24Q: 3 clusters Score -1515053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1515062.875000 Penalty: 4727.434570
	Iteration 25Q: 3 clusters Score -1515063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1515069.875000 Penalty: 4727.434570
	Iteration 26Q: 3 clusters Score -1515070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1515075.875000 Penalty: 4727.434570
	Iteration 27Q: 3 clusters Score -1515076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1515081.500000 Penalty: 4727.434570
	Iteration 28Q: 3 clusters Score -1515082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1515083.375000 Penalty: 4727.434570
	Iteration 29Q: 3 clusters Score -1515083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1515088.125000 Penalty: 4727.434570
	Iteration 30Q: 3 clusters Score -1515088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1515100.500000 Penalty: 4727.434570
	Iteration 31Q: 3 clusters Score -1515100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1515105.375000 Penalty: 4727.434570
	Iteration 32Q: 3 clusters Score -1515105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1515113.000000 Penalty: 4727.434570
	Iteration 33Q: 3 clusters Score -1515113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1515113.250000 Penalty: 4727.434570
	Iteration 34Q: 3 clusters Score -1515113 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1515121.500000 Penalty: 4727.434570
	Iteration 35Q: 3 clusters Score -1515122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1515127.500000 Penalty: 4727.434570
	Iteration 36Q: 3 clusters Score -1515128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1515138.875000 Penalty: 4727.434570
	Iteration 37Q: 3 clusters Score -1515139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1515139.750000 Penalty: 4727.434570
	Iteration 38Q: 3 clusters Score -1515140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1515150.000000 Penalty: 4727.434570
	Iteration 39Q: 3 clusters Score -1515150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1515156.125000 Penalty: 4727.434570
	Iteration 40F: 3 clusters Score -1515156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1515162.875000 Penalty: 4727.434570
	Iteration 41Q: 3 clusters Score -1515163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1515166.625000 Penalty: 4727.434570
	Iteration 42Q: 3 clusters Score -1515167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1515172.250000 Penalty: 4727.434570
	Iteration 43Q: 3 clusters Score -1515172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1515172.750000 Penalty: 4727.434570
	Iteration 44Q: 3 clusters Score -1515173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1515175.375000 Penalty: 4727.434570
	Iteration 45Q: 3 clusters Score -1515175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1515181.250000 Penalty: 4727.434570
	Iteration 46Q: 3 clusters Score -1515181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1515192.625000 Penalty: 4727.434570
	Iteration 47Q: 3 clusters Score -1515193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1515198.000000 Penalty: 4727.434570
	Iteration 48Q: 3 clusters Score -1515198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1515200.875000 Penalty: 4727.434570
	Iteration 49Q: 3 clusters Score -1515201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1515208.375000 Penalty: 4727.434570
	Iteration 50Q: 3 clusters Score -1515208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1515212.750000 Penalty: 4727.434570
	Iteration 51Q: 3 clusters Score -1515213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1515216.375000 Penalty: 4727.434570
	Iteration 52Q: 3 clusters Score -1515216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1515219.875000 Penalty: 4727.434570
	Iteration 53Q: 3 clusters Score -1515220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1515221.250000 Penalty: 4727.434570
	Iteration 54Q: 3 clusters Score -1515221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1515224.625000 Penalty: 4727.434570
	Iteration 55Q: 3 clusters Score -1515225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1515228.250000 Penalty: 4727.434570
	Iteration 56Q: 3 clusters Score -1515228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1515235.375000 Penalty: 4727.434570
	Iteration 57Q: 3 clusters Score -1515235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1515235.625000 Penalty: 4727.434570
	Iteration 58Q: 3 clusters Score -1515236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1515237.750000 Penalty: 4727.434570
	Iteration 59Q: 3 clusters Score -1515238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1515237.625000 Penalty: 4727.434570
	Iteration 60F: 3 clusters Score -1515238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1515238.375000 Penalty: 4727.434570
	Iteration 61Q: 3 clusters Score -1515238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1515240.750000 Penalty: 4727.434570
	Iteration 62Q: 3 clusters Score -1515241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1515242.000000 Penalty: 4727.434570
	Iteration 63Q: 3 clusters Score -1515242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1515243.750000 Penalty: 4727.434570
	Iteration 64Q: 3 clusters Score -1515244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1515245.750000 Penalty: 4727.434570
	Iteration 65Q: 3 clusters Score -1515246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1515248.625000 Penalty: 4727.434570
	Iteration 66Q: 3 clusters Score -1515249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1515251.625000 Penalty: 4727.434570
	Iteration 67Q: 3 clusters Score -1515252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1515252.500000 Penalty: 4727.434570
	Iteration 68Q: 3 clusters Score -1515252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1515253.250000 Penalty: 4727.434570
	Iteration 69Q: 3 clusters Score -1515253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1515260.250000 Penalty: 4727.434570
	Iteration 70Q: 3 clusters Score -1515260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1515264.500000 Penalty: 4727.434570
	Iteration 71Q: 3 clusters Score -1515264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1515263.250000 Penalty: 4727.434570
	Iteration 72Q: 3 clusters Score -1515263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1515266.750000 Penalty: 4727.434570
	Iteration 73Q: 3 clusters Score -1515267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1515269.750000 Penalty: 4727.434570
	Iteration 74Q: 3 clusters Score -1515270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1515275.625000 Penalty: 4727.434570
	Iteration 75Q: 3 clusters Score -1515276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1515279.375000 Penalty: 4727.434570
	Iteration 76Q: 3 clusters Score -1515279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1515279.625000 Penalty: 4727.434570
	Iteration 77Q: 3 clusters Score -1515280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1515286.250000 Penalty: 4727.434570
	Iteration 78Q: 3 clusters Score -1515286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1515288.500000 Penalty: 4727.434570
	Iteration 79Q: 3 clusters Score -1515288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1515288.250000 Penalty: 4727.434570
	Iteration 80F: 3 clusters Score -1515288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1515288.750000 Penalty: 4727.434570
	Iteration 81Q: 3 clusters Score -1515289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1515291.125000 Penalty: 4727.434570
	Iteration 82Q: 3 clusters Score -1515291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1515291.125000 Penalty: 4727.434570
	Iteration 83F: 3 clusters Score -1515291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Entering Unmasked Estep 
Score: -3923179.500000 Penalty: 2595.012695
	Iteration 0F: 2 clusters Score -3923180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3899556.500000 Penalty: 5190.025391
	Iteration 0F: 3 clusters Score -3899556 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3908926.500000 Penalty: 5190.025391
	Iteration 1F: 3 clusters Score -3908926 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3910196.000000 Penalty: 5190.025391
	Iteration 2F: 3 clusters Score -3910196 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3911795.500000 Penalty: 5190.025391
	Iteration 3F: 3 clusters Score -3911796 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3913662.500000 Penalty: 5190.025391
	Iteration 4F: 3 clusters Score -3913662 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3915638.250000 Penalty: 5190.025391
	Iteration 5F: 3 clusters Score -3915638 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3917376.500000 Penalty: 5190.025391
	Iteration 6F: 3 clusters Score -3917376 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -3918703.250000 Penalty: 5190.025391
	Iteration 7Q: 3 clusters Score -3918703 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -3919507.750000 Penalty: 5190.025391
	Iteration 8Q: 3 clusters Score -3919508 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -3920009.500000 Penalty: 5190.025391
	Iteration 9Q: 3 clusters Score -3920010 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3920270.500000 Penalty: 5190.025391
	Iteration 10Q: 3 clusters Score -3920270 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3920487.500000 Penalty: 5190.025391
	Iteration 11Q: 3 clusters Score -3920488 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -3920642.250000 Penalty: 5190.025391
	Iteration 12Q: 3 clusters Score -3920642 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -3920737.750000 Penalty: 5190.025391
	Iteration 13Q: 3 clusters Score -3920738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -3920820.000000 Penalty: 5190.025391
	Iteration 14Q: 3 clusters Score -3920820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -3920859.750000 Penalty: 5190.025391
	Iteration 15Q: 3 clusters Score -3920860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -3920897.500000 Penalty: 5190.025391
	Iteration 16Q: 3 clusters Score -3920898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -3920925.250000 Penalty: 5190.025391
	Iteration 17Q: 3 clusters Score -3920925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -3920938.000000 Penalty: 5190.025391
	Iteration 18Q: 3 clusters Score -3920938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -3920949.000000 Penalty: 5190.025391
	Iteration 19Q: 3 clusters Score -3920949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -3920964.000000 Penalty: 5190.025391
	Iteration 20F: 3 clusters Score -3920964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3920972.750000 Penalty: 5190.025391
	Iteration 21Q: 3 clusters Score -3920973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -3920988.750000 Penalty: 5190.025391
	Iteration 22Q: 3 clusters Score -3920989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -3920989.250000 Penalty: 5190.025391
	Iteration 23Q: 3 clusters Score -3920989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -3920997.250000 Penalty: 5190.025391
	Iteration 24Q: 3 clusters Score -3920997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -3921004.500000 Penalty: 5190.025391
	Iteration 25Q: 3 clusters Score -3921004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -3921010.250000 Penalty: 5190.025391
	Iteration 26Q: 3 clusters Score -3921010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -3921008.250000 Penalty: 5190.025391
	Iteration 27Q: 3 clusters Score -3921008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3921019.500000 Penalty: 5190.025391
	Iteration 28Q: 3 clusters Score -3921020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3921025.500000 Penalty: 5190.025391
	Iteration 29Q: 3 clusters Score -3921026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -3921027.500000 Penalty: 5190.025391
	Iteration 30Q: 3 clusters Score -3921028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -3921027.750000 Penalty: 5190.025391
	Iteration 31Q: 3 clusters Score -3921028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3921031.500000 Penalty: 5190.025391
	Iteration 32Q: 3 clusters Score -3921032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3921031.750000 Penalty: 5190.025391
	Iteration 33Q: 3 clusters Score -3921032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -3921038.000000 Penalty: 5190.025391
	Iteration 34Q: 3 clusters Score -3921038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -3921037.750000 Penalty: 5190.025391
	Iteration 35Q: 3 clusters Score -3921038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -3921037.750000 Penalty: 5190.025391
	Iteration 36F: 3 clusters Score -3921038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -372663.156250 Penalty: 2025.010132
	Iteration 0F: 2 clusters Score -372663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -369127.406250 Penalty: 4050.020264
	Iteration 0F: 3 clusters Score -369127.4 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -369987.500000 Penalty: 4050.020264
	Iteration 1F: 3 clusters Score -369987.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -370305.718750 Penalty: 4050.020264
	Iteration 2F: 3 clusters Score -370305.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -370634.625000 Penalty: 4050.020264
	Iteration 3F: 3 clusters Score -370634.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -370955.750000 Penalty: 4050.020264
	Iteration 4F: 3 clusters Score -370955.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -371448.843750 Penalty: 4050.020264
	Iteration 5F: 3 clusters Score -371448.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -371842.750000 Penalty: 4050.020264
	Iteration 6F: 3 clusters Score -371842.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -372069.156250 Penalty: 4050.020264
	Iteration 7F: 3 clusters Score -372069.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -372207.312500 Penalty: 4050.020264
	Iteration 8Q: 3 clusters Score -372207.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -372280.718750 Penalty: 4050.020264
	Iteration 9Q: 3 clusters Score -372280.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -372319.156250 Penalty: 4050.020264
	Iteration 10Q: 3 clusters Score -372319.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -372345.562500 Penalty: 4050.020264
	Iteration 11Q: 3 clusters Score -372345.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -372360.625000 Penalty: 4050.020264
	Iteration 12Q: 3 clusters Score -372360.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -372370.312500 Penalty: 4050.020264
	Iteration 13Q: 3 clusters Score -372370.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -372378.656250 Penalty: 4050.020264
	Iteration 14Q: 3 clusters Score -372378.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -372394.031250 Penalty: 4050.020264
	Iteration 15Q: 3 clusters Score -372394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -372410.843750 Penalty: 4050.020264
	Iteration 16Q: 3 clusters Score -372410.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -372426.031250 Penalty: 4050.020264
	Iteration 17Q: 3 clusters Score -372426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -372436.406250 Penalty: 4050.020264
	Iteration 18Q: 3 clusters Score -372436.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -372446.250000 Penalty: 4050.020264
	Iteration 19Q: 3 clusters Score -372446.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -372456.718750 Penalty: 4050.020264
	Iteration 20F: 3 clusters Score -372456.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -372468.718750 Penalty: 4050.020264
	Iteration 21Q: 3 clusters Score -372468.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -372475.093750 Penalty: 4050.020264
	Iteration 22Q: 3 clusters Score -372475.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -372479.625000 Penalty: 4050.020264
	Iteration 23Q: 3 clusters Score -372479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -372484.062500 Penalty: 4050.020264
	Iteration 24Q: 3 clusters Score -372484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -372487.125000 Penalty: 4050.020264
	Iteration 25Q: 3 clusters Score -372487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -372489.187500 Penalty: 4050.020264
	Iteration 26Q: 3 clusters Score -372489.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -372495.125000 Penalty: 4050.020264
	Iteration 27Q: 3 clusters Score -372495.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -372504.906250 Penalty: 4050.020264
	Iteration 28Q: 3 clusters Score -372504.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -372512.437500 Penalty: 4050.020264
	Iteration 29Q: 3 clusters Score -372512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -372517.406250 Penalty: 4050.020264
	Iteration 30Q: 3 clusters Score -372517.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -372528.781250 Penalty: 4050.020264
	Iteration 31Q: 3 clusters Score -372528.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -372541.843750 Penalty: 4050.020264
	Iteration 32Q: 3 clusters Score -372541.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -372553.406250 Penalty: 4050.020264
	Iteration 33Q: 3 clusters Score -372553.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -372565.687500 Penalty: 4050.020264
	Iteration 34Q: 3 clusters Score -372565.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -372575.875000 Penalty: 4050.020264
	Iteration 35Q: 3 clusters Score -372575.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -372584.250000 Penalty: 4050.020264
	Iteration 36Q: 3 clusters Score -372584.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -372592.968750 Penalty: 4050.020264
	Iteration 37Q: 3 clusters Score -372593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -372604.031250 Penalty: 4050.020264
	Iteration 38Q: 3 clusters Score -372604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -372617.312500 Penalty: 4050.020264
	Iteration 39Q: 3 clusters Score -372617.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -372636.187500 Penalty: 4050.020264
	Iteration 40F: 3 clusters Score -372636.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -372661.906250 Penalty: 4050.020264
	Iteration 41Q: 3 clusters Score -372661.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -372693.187500 Penalty: 4050.020264
	Iteration 42Q: 3 clusters Score -372693.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -372722.718750 Penalty: 4050.020264
	Iteration 43Q: 3 clusters Score -372722.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -372737.437500 Penalty: 4050.020264
	Iteration 44Q: 3 clusters Score -372737.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -372746.656250 Penalty: 4050.020264
	Iteration 45Q: 3 clusters Score -372746.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -372753.937500 Penalty: 4050.020264
	Iteration 46Q: 3 clusters Score -372753.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -372758.281250 Penalty: 4050.020264
	Iteration 47Q: 3 clusters Score -372758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -372760.687500 Penalty: 4050.020264
	Iteration 48Q: 3 clusters Score -372760.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -372762.687500 Penalty: 4050.020264
	Iteration 49Q: 3 clusters Score -372762.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -372763.062500 Penalty: 4050.020264
	Iteration 50Q: 3 clusters Score -372763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -372763.062500 Penalty: 4050.020264
	Iteration 51F: 3 clusters Score -372763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 60777 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178886 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 55121 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 244154 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 123984 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 118718 members 
Mstep: Class 18 contains 23109 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168360 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 35023 members 
Mstep: Class 25 contains 2549 members 
Mstep: Class 26 contains 201819 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 42101 members 
Mstep: Class 30 contains 224308 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38639 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 59168 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12183 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 13293 members 
Mstep: Class 41 contains 968 members 
Entering Unmasked Estep 
Score: -225974512.000000 Penalty: 147590.875000
Splitting cluster 25 changes total score from -225975552.000000 to -225974512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (201819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201819 members 
Entering Unmasked Estep 
Score: -23545410.000000 Penalty: 3029.351562
	Iteration 0F: 2 clusters Score -2.354541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101048 members 
Mstep: Class 2 contains 100771 members 
Entering Unmasked Estep 
Score: -23416666.000000 Penalty: 6058.703125
	Iteration 0F: 3 clusters Score -2.341667e+07 nChanged 97173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -23474568.000000 Penalty: 6058.703125
	Iteration 1F: 3 clusters Score -2.347457e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108753 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -23476938.000000 Penalty: 6058.703125
	Iteration 2Q: 3 clusters Score -2.347694e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113629 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -23480780.000000 Penalty: 6058.703125
	Iteration 3Q: 3 clusters Score -2.348078e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120446 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -23486448.000000 Penalty: 6058.703125
	Iteration 4F: 3 clusters Score -2.348645e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129029 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -23493490.000000 Penalty: 6058.703125
	Iteration 5F: 3 clusters Score -2.349349e+07 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138894 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -23501580.000000 Penalty: 6058.703125
	Iteration 6F: 3 clusters Score -2.350158e+07 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149604 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -23509658.000000 Penalty: 6058.703125
	Iteration 7F: 3 clusters Score -2.350966e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160668 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -23517264.000000 Penalty: 6058.703125
	Iteration 8F: 3 clusters Score -2.351726e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -23524786.000000 Penalty: 6058.703125
	Iteration 9F: 3 clusters Score -2.352479e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182746 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -23531978.000000 Penalty: 6058.703125
	Iteration 10F: 3 clusters Score -2.353198e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191237 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -23537438.000000 Penalty: 6058.703125
	Iteration 11Q: 3 clusters Score -2.353744e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196605 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -23540502.000000 Penalty: 6058.703125
	Iteration 12Q: 3 clusters Score -2.35405e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199283 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -23542002.000000 Penalty: 6058.703125
	Iteration 13Q: 3 clusters Score -2.3542e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200437 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -23542562.000000 Penalty: 6058.703125
	Iteration 14Q: 3 clusters Score -2.354256e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200900 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -23542840.000000 Penalty: 6058.703125
	Iteration 15Q: 3 clusters Score -2.354284e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201065 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -23542972.000000 Penalty: 6058.703125
	Iteration 16Q: 3 clusters Score -2.354297e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201132 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -23543020.000000 Penalty: 6058.703125
	Iteration 17Q: 3 clusters Score -2.354302e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201171 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -23543040.000000 Penalty: 6058.703125
	Iteration 18Q: 3 clusters Score -2.354304e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201191 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -23543076.000000 Penalty: 6058.703125
	Iteration 19Q: 3 clusters Score -2.354308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201215 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -23543054.000000 Penalty: 6058.703125
	Iteration 20F: 3 clusters Score -2.354305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201244 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23543070.000000 Penalty: 6058.703125
	Iteration 21Q: 3 clusters Score -2.354307e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201267 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -23543080.000000 Penalty: 6058.703125
	Iteration 22Q: 3 clusters Score -2.354308e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201276 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -23543096.000000 Penalty: 6058.703125
	Iteration 23Q: 3 clusters Score -2.35431e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201281 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -23543114.000000 Penalty: 6058.703125
	Iteration 24Q: 3 clusters Score -2.354311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201285 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -23543108.000000 Penalty: 6058.703125
	Iteration 25Q: 3 clusters Score -2.354311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201292 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -23543108.000000 Penalty: 6058.703125
	Iteration 26Q: 3 clusters Score -2.354311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201298 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -23543128.000000 Penalty: 6058.703125
	Iteration 27Q: 3 clusters Score -2.354313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201298 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -23543124.000000 Penalty: 6058.703125
	Iteration 28Q: 3 clusters Score -2.354312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201297 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23543132.000000 Penalty: 6058.703125
	Iteration 29Q: 3 clusters Score -2.354313e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201300 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -23543124.000000 Penalty: 6058.703125
	Iteration 30Q: 3 clusters Score -2.354312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201297 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23543130.000000 Penalty: 6058.703125
	Iteration 31Q: 3 clusters Score -2.354313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201299 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -23543138.000000 Penalty: 6058.703125
	Iteration 32Q: 3 clusters Score -2.354314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201299 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -23543134.000000 Penalty: 6058.703125
	Iteration 33Q: 3 clusters Score -2.354313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201300 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -23543130.000000 Penalty: 6058.703125
	Iteration 34Q: 3 clusters Score -2.354313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201302 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -23543124.000000 Penalty: 6058.703125
	Iteration 35Q: 3 clusters Score -2.354312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201303 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -23543132.000000 Penalty: 6058.703125
	Iteration 36Q: 3 clusters Score -2.354313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201304 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23543128.000000 Penalty: 6058.703125
	Iteration 37Q: 3 clusters Score -2.354313e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201304 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -23543128.000000 Penalty: 6058.703125
	Iteration 38F: 3 clusters Score -2.354313e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Entering Unmasked Estep 
Score: -722890.937500 Penalty: 2178.548340
	Iteration 0F: 2 clusters Score -722890.9 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 3341 members 
Entering Unmasked Estep 
Score: -717389.562500 Penalty: 4357.096680
	Iteration 0F: 3 clusters Score -717389.6 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -719057.937500 Penalty: 4357.096680
	Iteration 1F: 3 clusters Score -719057.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -719577.312500 Penalty: 4357.096680
	Iteration 2F: 3 clusters Score -719577.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -720043.187500 Penalty: 4357.096680
	Iteration 3F: 3 clusters Score -720043.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -720442.375000 Penalty: 4357.096680
	Iteration 4F: 3 clusters Score -720442.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -720712.125000 Penalty: 4357.096680
	Iteration 5F: 3 clusters Score -720712.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -720882.937500 Penalty: 4357.096680
	Iteration 6Q: 3 clusters Score -720882.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -721004.500000 Penalty: 4357.096680
	Iteration 7Q: 3 clusters Score -721004.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -721117.312500 Penalty: 4357.096680
	Iteration 8Q: 3 clusters Score -721117.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -721201.812500 Penalty: 4357.096680
	Iteration 9Q: 3 clusters Score -721201.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -721254.625000 Penalty: 4357.096680
	Iteration 10Q: 3 clusters Score -721254.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -721289.312500 Penalty: 4357.096680
	Iteration 11Q: 3 clusters Score -721289.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -721310.375000 Penalty: 4357.096680
	Iteration 12Q: 3 clusters Score -721310.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -721335.875000 Penalty: 4357.096680
	Iteration 13Q: 3 clusters Score -721335.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -721355.750000 Penalty: 4357.096680
	Iteration 14Q: 3 clusters Score -721355.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -721370.125000 Penalty: 4357.096680
	Iteration 15Q: 3 clusters Score -721370.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -721380.000000 Penalty: 4357.096680
	Iteration 16Q: 3 clusters Score -721380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -721386.500000 Penalty: 4357.096680
	Iteration 17Q: 3 clusters Score -721386.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -721394.125000 Penalty: 4357.096680
	Iteration 18Q: 3 clusters Score -721394.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -721399.562500 Penalty: 4357.096680
	Iteration 19Q: 3 clusters Score -721399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -721404.062500 Penalty: 4357.096680
	Iteration 20F: 3 clusters Score -721404.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -721406.812500 Penalty: 4357.096680
	Iteration 21Q: 3 clusters Score -721406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -721410.187500 Penalty: 4357.096680
	Iteration 22Q: 3 clusters Score -721410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -721412.062500 Penalty: 4357.096680
	Iteration 23Q: 3 clusters Score -721412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -721413.562500 Penalty: 4357.096680
	Iteration 24Q: 3 clusters Score -721413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -721415.812500 Penalty: 4357.096680
	Iteration 25Q: 3 clusters Score -721415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -721417.375000 Penalty: 4357.096680
	Iteration 26Q: 3 clusters Score -721417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -721416.687500 Penalty: 4357.096680
	Iteration 27Q: 3 clusters Score -721416.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -721416.687500 Penalty: 4357.096680
	Iteration 28F: 3 clusters Score -721416.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Entering Unmasked Estep 
Score: -1068627.375000 Penalty: 2279.861572
	Iteration 0F: 2 clusters Score -1068627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1061056.250000 Penalty: 4559.723145
	Iteration 0F: 3 clusters Score -1061056 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1063228.250000 Penalty: 4559.723145
	Iteration 1F: 3 clusters Score -1063228 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1063606.500000 Penalty: 4559.723145
	Iteration 2F: 3 clusters Score -1063606 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1063886.625000 Penalty: 4559.723145
	Iteration 3F: 3 clusters Score -1063887 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1064095.250000 Penalty: 4559.723145
	Iteration 4Q: 3 clusters Score -1064095 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1064250.125000 Penalty: 4559.723145
	Iteration 5Q: 3 clusters Score -1064250 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1064359.875000 Penalty: 4559.723145
	Iteration 6Q: 3 clusters Score -1064360 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1064449.000000 Penalty: 4559.723145
	Iteration 7Q: 3 clusters Score -1064449 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1064529.125000 Penalty: 4559.723145
	Iteration 8Q: 3 clusters Score -1064529 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1064615.500000 Penalty: 4559.723145
	Iteration 9Q: 3 clusters Score -1064616 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1064691.750000 Penalty: 4559.723145
	Iteration 10Q: 3 clusters Score -1064692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1064772.125000 Penalty: 4559.723145
	Iteration 11Q: 3 clusters Score -1064772 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1064851.000000 Penalty: 4559.723145
	Iteration 12Q: 3 clusters Score -1064851 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1064925.125000 Penalty: 4559.723145
	Iteration 13Q: 3 clusters Score -1064925 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1065028.875000 Penalty: 4559.723145
	Iteration 14Q: 3 clusters Score -1065029 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1065148.125000 Penalty: 4559.723145
	Iteration 15Q: 3 clusters Score -1065148 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1065268.500000 Penalty: 4559.723145
	Iteration 16Q: 3 clusters Score -1065268 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1065410.750000 Penalty: 4559.723145
	Iteration 17Q: 3 clusters Score -1065411 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1065547.875000 Penalty: 4559.723145
	Iteration 18Q: 3 clusters Score -1065548 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1065697.750000 Penalty: 4559.723145
	Iteration 19Q: 3 clusters Score -1065698 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1065843.000000 Penalty: 4559.723145
	Iteration 20F: 3 clusters Score -1065843 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1065971.625000 Penalty: 4559.723145
	Iteration 21Q: 3 clusters Score -1065972 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1066088.875000 Penalty: 4559.723145
	Iteration 22Q: 3 clusters Score -1066089 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1066191.000000 Penalty: 4559.723145
	Iteration 23Q: 3 clusters Score -1066191 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1066293.125000 Penalty: 4559.723145
	Iteration 24Q: 3 clusters Score -1066293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1066360.500000 Penalty: 4559.723145
	Iteration 25Q: 3 clusters Score -1066360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1066408.125000 Penalty: 4559.723145
	Iteration 26Q: 3 clusters Score -1066408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1066452.125000 Penalty: 4559.723145
	Iteration 27Q: 3 clusters Score -1066452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1066492.250000 Penalty: 4559.723145
	Iteration 28Q: 3 clusters Score -1066492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1066521.375000 Penalty: 4559.723145
	Iteration 29Q: 3 clusters Score -1066521 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1066550.125000 Penalty: 4559.723145
	Iteration 30Q: 3 clusters Score -1066550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1066575.375000 Penalty: 4559.723145
	Iteration 31Q: 3 clusters Score -1066575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1066602.625000 Penalty: 4559.723145
	Iteration 32Q: 3 clusters Score -1066603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1066624.000000 Penalty: 4559.723145
	Iteration 33Q: 3 clusters Score -1066624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1066637.625000 Penalty: 4559.723145
	Iteration 34Q: 3 clusters Score -1066638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1066647.250000 Penalty: 4559.723145
	Iteration 35Q: 3 clusters Score -1066647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1066654.250000 Penalty: 4559.723145
	Iteration 36Q: 3 clusters Score -1066654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1066653.375000 Penalty: 4559.723145
	Iteration 37Q: 3 clusters Score -1066653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1066656.375000 Penalty: 4559.723145
	Iteration 38Q: 3 clusters Score -1066656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1066657.250000 Penalty: 4559.723145
	Iteration 39Q: 3 clusters Score -1066657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1066659.625000 Penalty: 4559.723145
	Iteration 40F: 3 clusters Score -1066660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1066667.500000 Penalty: 4559.723145
	Iteration 41Q: 3 clusters Score -1066668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1066681.750000 Penalty: 4559.723145
	Iteration 42Q: 3 clusters Score -1066682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1066689.000000 Penalty: 4559.723145
	Iteration 43Q: 3 clusters Score -1066689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1066692.750000 Penalty: 4559.723145
	Iteration 44Q: 3 clusters Score -1066693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1066694.500000 Penalty: 4559.723145
	Iteration 45Q: 3 clusters Score -1066694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1066695.625000 Penalty: 4559.723145
	Iteration 46Q: 3 clusters Score -1066696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1066700.500000 Penalty: 4559.723145
	Iteration 47Q: 3 clusters Score -1066700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1066703.500000 Penalty: 4559.723145
	Iteration 48Q: 3 clusters Score -1066704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1066703.875000 Penalty: 4559.723145
	Iteration 49Q: 3 clusters Score -1066704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1066705.625000 Penalty: 4559.723145
	Iteration 50Q: 3 clusters Score -1066706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1066705.000000 Penalty: 4559.723145
	Iteration 51Q: 3 clusters Score -1066705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1066705.250000 Penalty: 4559.723145
	Iteration 52Q: 3 clusters Score -1066705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1066706.125000 Penalty: 4559.723145
	Iteration 53Q: 3 clusters Score -1066706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1066706.125000 Penalty: 4559.723145
	Iteration 54F: 3 clusters Score -1066706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (42101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Entering Unmasked Estep 
Score: -4918373.500000 Penalty: 2640.661133
	Iteration 0F: 2 clusters Score -4918374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4890104.000000 Penalty: 5281.322266
	Iteration 0F: 3 clusters Score -4890104 nChanged 19244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -4900712.000000 Penalty: 5281.322266
	Iteration 1F: 3 clusters Score -4900712 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4901718.000000 Penalty: 5281.322266
	Iteration 2Q: 3 clusters Score -4901718 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4903256.500000 Penalty: 5281.322266
	Iteration 3F: 3 clusters Score -4903256 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4905297.000000 Penalty: 5281.322266
	Iteration 4F: 3 clusters Score -4905297 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4907916.500000 Penalty: 5281.322266
	Iteration 5F: 3 clusters Score -4907916 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -4910663.500000 Penalty: 5281.322266
	Iteration 6F: 3 clusters Score -4910664 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4913186.000000 Penalty: 5281.322266
	Iteration 7F: 3 clusters Score -4913186 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4914737.000000 Penalty: 5281.322266
	Iteration 8F: 3 clusters Score -4914737 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4915413.000000 Penalty: 5281.322266
	Iteration 9Q: 3 clusters Score -4915413 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4915722.500000 Penalty: 5281.322266
	Iteration 10Q: 3 clusters Score -4915722 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -4915862.500000 Penalty: 5281.322266
	Iteration 11Q: 3 clusters Score -4915862 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4915937.000000 Penalty: 5281.322266
	Iteration 12Q: 3 clusters Score -4915937 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4916001.500000 Penalty: 5281.322266
	Iteration 13Q: 3 clusters Score -4916002 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -4916059.000000 Penalty: 5281.322266
	Iteration 14Q: 3 clusters Score -4916059 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4916102.500000 Penalty: 5281.322266
	Iteration 15Q: 3 clusters Score -4916102 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4916137.000000 Penalty: 5281.322266
	Iteration 16Q: 3 clusters Score -4916137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -4916155.000000 Penalty: 5281.322266
	Iteration 17Q: 3 clusters Score -4916155 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -4916175.500000 Penalty: 5281.322266
	Iteration 18Q: 3 clusters Score -4916176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4916185.000000 Penalty: 5281.322266
	Iteration 19Q: 3 clusters Score -4916185 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4916201.000000 Penalty: 5281.322266
	Iteration 20F: 3 clusters Score -4916201 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4916236.000000 Penalty: 5281.322266
	Iteration 21Q: 3 clusters Score -4916236 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -4916244.500000 Penalty: 5281.322266
	Iteration 22Q: 3 clusters Score -4916244 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -4916280.500000 Penalty: 5281.322266
	Iteration 23Q: 3 clusters Score -4916280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -4916290.000000 Penalty: 5281.322266
	Iteration 24Q: 3 clusters Score -4916290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -4916305.000000 Penalty: 5281.322266
	Iteration 25Q: 3 clusters Score -4916305 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4916337.000000 Penalty: 5281.322266
	Iteration 26Q: 3 clusters Score -4916337 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4916345.500000 Penalty: 5281.322266
	Iteration 27Q: 3 clusters Score -4916346 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -4916345.500000 Penalty: 5281.322266
	Iteration 28Q: 3 clusters Score -4916346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4916347.000000 Penalty: 5281.322266
	Iteration 29Q: 3 clusters Score -4916347 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -4916350.500000 Penalty: 5281.322266
	Iteration 30Q: 3 clusters Score -4916350 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -4916358.000000 Penalty: 5281.322266
	Iteration 31Q: 3 clusters Score -4916358 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -4916374.000000 Penalty: 5281.322266
	Iteration 32Q: 3 clusters Score -4916374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4916381.500000 Penalty: 5281.322266
	Iteration 33Q: 3 clusters Score -4916382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -4916382.500000 Penalty: 5281.322266
	Iteration 34Q: 3 clusters Score -4916382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4916389.000000 Penalty: 5281.322266
	Iteration 35Q: 3 clusters Score -4916389 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4916405.000000 Penalty: 5281.322266
	Iteration 36Q: 3 clusters Score -4916405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -4916409.000000 Penalty: 5281.322266
	Iteration 37Q: 3 clusters Score -4916409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4916402.500000 Penalty: 5281.322266
	Iteration 38Q: 3 clusters Score -4916402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4916409.000000 Penalty: 5281.322266
	Iteration 39Q: 3 clusters Score -4916409 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4916419.000000 Penalty: 5281.322266
	Iteration 40F: 3 clusters Score -4916419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -4916424.500000 Penalty: 5281.322266
	Iteration 41Q: 3 clusters Score -4916424 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4916450.000000 Penalty: 5281.322266
	Iteration 42Q: 3 clusters Score -4916450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4916455.500000 Penalty: 5281.322266
	Iteration 43Q: 3 clusters Score -4916456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4916451.000000 Penalty: 5281.322266
	Iteration 44Q: 3 clusters Score -4916451 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -4916476.000000 Penalty: 5281.322266
	Iteration 45Q: 3 clusters Score -4916476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4916481.500000 Penalty: 5281.322266
	Iteration 46Q: 3 clusters Score -4916482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4916483.500000 Penalty: 5281.322266
	Iteration 47Q: 3 clusters Score -4916484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -4916484.500000 Penalty: 5281.322266
	Iteration 48Q: 3 clusters Score -4916484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4916496.500000 Penalty: 5281.322266
	Iteration 49Q: 3 clusters Score -4916496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4916492.000000 Penalty: 5281.322266
	Iteration 50Q: 3 clusters Score -4916492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4916504.000000 Penalty: 5281.322266
	Iteration 51Q: 3 clusters Score -4916504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4916518.000000 Penalty: 5281.322266
	Iteration 52Q: 3 clusters Score -4916518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4916519.000000 Penalty: 5281.322266
	Iteration 53Q: 3 clusters Score -4916519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4916534.000000 Penalty: 5281.322266
	Iteration 54Q: 3 clusters Score -4916534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4916539.000000 Penalty: 5281.322266
	Iteration 55Q: 3 clusters Score -4916539 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4916548.000000 Penalty: 5281.322266
	Iteration 56Q: 3 clusters Score -4916548 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4916553.000000 Penalty: 5281.322266
	Iteration 57Q: 3 clusters Score -4916553 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -4916566.500000 Penalty: 5281.322266
	Iteration 58Q: 3 clusters Score -4916566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -4916591.000000 Penalty: 5281.322266
	Iteration 59Q: 3 clusters Score -4916591 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4916596.500000 Penalty: 5281.322266
	Iteration 60F: 3 clusters Score -4916596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4916619.000000 Penalty: 5281.322266
	Iteration 61Q: 3 clusters Score -4916619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4916635.500000 Penalty: 5281.322266
	Iteration 62Q: 3 clusters Score -4916636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4916640.000000 Penalty: 5281.322266
	Iteration 63Q: 3 clusters Score -4916640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4916657.500000 Penalty: 5281.322266
	Iteration 64Q: 3 clusters Score -4916658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -4916662.000000 Penalty: 5281.322266
	Iteration 65Q: 3 clusters Score -4916662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -4916665.000000 Penalty: 5281.322266
	Iteration 66Q: 3 clusters Score -4916665 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4916667.500000 Penalty: 5281.322266
	Iteration 67Q: 3 clusters Score -4916668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -4916667.000000 Penalty: 5281.322266
	Iteration 68Q: 3 clusters Score -4916667 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4916677.000000 Penalty: 5281.322266
	Iteration 69Q: 3 clusters Score -4916677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4916677.500000 Penalty: 5281.322266
	Iteration 70Q: 3 clusters Score -4916678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4916695.500000 Penalty: 5281.322266
	Iteration 71Q: 3 clusters Score -4916696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4916691.500000 Penalty: 5281.322266
	Iteration 72Q: 3 clusters Score -4916692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4916709.000000 Penalty: 5281.322266
	Iteration 73Q: 3 clusters Score -4916709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -4916718.500000 Penalty: 5281.322266
	Iteration 74Q: 3 clusters Score -4916718 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4916714.000000 Penalty: 5281.322266
	Iteration 75Q: 3 clusters Score -4916714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4916716.500000 Penalty: 5281.322266
	Iteration 76Q: 3 clusters Score -4916716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4916729.500000 Penalty: 5281.322266
	Iteration 77Q: 3 clusters Score -4916730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -4916727.500000 Penalty: 5281.322266
	Iteration 78Q: 3 clusters Score -4916728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4916734.000000 Penalty: 5281.322266
	Iteration 79Q: 3 clusters Score -4916734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4916743.500000 Penalty: 5281.322266
	Iteration 80F: 3 clusters Score -4916744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -4916747.500000 Penalty: 5281.322266
	Iteration 81Q: 3 clusters Score -4916748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4916738.500000 Penalty: 5281.322266
	Iteration 82Q: 3 clusters Score -4916738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4916738.500000 Penalty: 5281.322266
	Iteration 83Q: 3 clusters Score -4916738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4916738.000000 Penalty: 5281.322266
	Iteration 84Q: 3 clusters Score -4916738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -4916747.000000 Penalty: 5281.322266
	Iteration 85Q: 3 clusters Score -4916747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -4916748.500000 Penalty: 5281.322266
	Iteration 86Q: 3 clusters Score -4916748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -4916741.500000 Penalty: 5281.322266
	Iteration 87Q: 3 clusters Score -4916742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4916740.500000 Penalty: 5281.322266
	Iteration 88Q: 3 clusters Score -4916740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4916737.000000 Penalty: 5281.322266
	Iteration 89Q: 3 clusters Score -4916737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -4916751.000000 Penalty: 5281.322266
	Iteration 90Q: 3 clusters Score -4916751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4916742.000000 Penalty: 5281.322266
	Iteration 91Q: 3 clusters Score -4916742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -4916745.500000 Penalty: 5281.322266
	Iteration 92Q: 3 clusters Score -4916746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -4916741.000000 Penalty: 5281.322266
	Iteration 93Q: 3 clusters Score -4916741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -4916753.000000 Penalty: 5281.322266
	Iteration 94Q: 3 clusters Score -4916753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4916750.000000 Penalty: 5281.322266
	Iteration 95Q: 3 clusters Score -4916750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4916750.500000 Penalty: 5281.322266
	Iteration 96Q: 3 clusters Score -4916750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -4916752.500000 Penalty: 5281.322266
	Iteration 97Q: 3 clusters Score -4916752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4916757.500000 Penalty: 5281.322266
	Iteration 98Q: 3 clusters Score -4916758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4916756.000000 Penalty: 5281.322266
	Iteration 99Q: 3 clusters Score -4916756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -4916753.500000 Penalty: 5281.322266
	Iteration 100F: 3 clusters Score -4916754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4916750.500000 Penalty: 5281.322266
	Iteration 101Q: 3 clusters Score -4916750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4916752.500000 Penalty: 5281.322266
	Iteration 102Q: 3 clusters Score -4916752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -4916760.500000 Penalty: 5281.322266
	Iteration 103Q: 3 clusters Score -4916760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4916765.500000 Penalty: 5281.322266
	Iteration 104Q: 3 clusters Score -4916766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4916760.500000 Penalty: 5281.322266
	Iteration 105Q: 3 clusters Score -4916760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4916776.500000 Penalty: 5281.322266
	Iteration 106Q: 3 clusters Score -4916776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4916788.500000 Penalty: 5281.322266
	Iteration 107Q: 3 clusters Score -4916788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4916784.000000 Penalty: 5281.322266
	Iteration 108Q: 3 clusters Score -4916784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4916786.000000 Penalty: 5281.322266
	Iteration 109Q: 3 clusters Score -4916786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -4916779.000000 Penalty: 5281.322266
	Iteration 110Q: 3 clusters Score -4916779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4916776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4916779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4916784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4916772.000000 Penalty: 5281.322266
	Iteration 114Q: 3 clusters Score -4916772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4916794.500000 Penalty: 5281.322266
	Iteration 115Q: 3 clusters Score -4916794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -4916792.000000 Penalty: 5281.322266
	Iteration 116Q: 3 clusters Score -4916792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4916790.500000 Penalty: 5281.322266
	Iteration 117Q: 3 clusters Score -4916790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4916791.500000 Penalty: 5281.322266
	Iteration 118Q: 3 clusters Score -4916792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4916803.000000 Penalty: 5281.322266
	Iteration 119Q: 3 clusters Score -4916803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4916811.000000 Penalty: 5281.322266
	Iteration 120F: 3 clusters Score -4916811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4916820.000000 Penalty: 5281.322266
	Iteration 121Q: 3 clusters Score -4916820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -4916818.500000 Penalty: 5281.322266
	Iteration 122Q: 3 clusters Score -4916818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4916818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4916823.500000 Penalty: 5281.322266
	Iteration 124Q: 3 clusters Score -4916824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4916829.500000 Penalty: 5281.322266
	Iteration 125Q: 3 clusters Score -4916830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4916830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -4916831.000000 Penalty: 5281.322266
	Iteration 127Q: 3 clusters Score -4916831 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -4916839.500000 Penalty: 5281.322266
	Iteration 128Q: 3 clusters Score -4916840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4916839.500000 Penalty: 5281.322266
	Iteration 129Q: 3 clusters Score -4916840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4916852.500000 Penalty: 5281.322266
	Iteration 130Q: 3 clusters Score -4916852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4916849.000000 Penalty: 5281.322266
	Iteration 131Q: 3 clusters Score -4916849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -4916847.500000 Penalty: 5281.322266
	Iteration 132Q: 3 clusters Score -4916848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -4916843.000000 Penalty: 5281.322266
	Iteration 133Q: 3 clusters Score -4916843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4916857.500000 Penalty: 5281.322266
	Iteration 134Q: 3 clusters Score -4916858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4916852.000000 Penalty: 5281.322266
	Iteration 135Q: 3 clusters Score -4916852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4916857.000000 Penalty: 5281.322266
	Iteration 136Q: 3 clusters Score -4916857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -4916865.500000 Penalty: 5281.322266
	Iteration 137Q: 3 clusters Score -4916866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4916860.000000 Penalty: 5281.322266
	Iteration 138Q: 3 clusters Score -4916860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -4916864.000000 Penalty: 5281.322266
	Iteration 139Q: 3 clusters Score -4916864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -4916869.000000 Penalty: 5281.322266
	Iteration 140F: 3 clusters Score -4916869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4916868.000000 Penalty: 5281.322266
	Iteration 141Q: 3 clusters Score -4916868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4916880.000000 Penalty: 5281.322266
	Iteration 142Q: 3 clusters Score -4916880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -4916866.000000 Penalty: 5281.322266
	Iteration 143Q: 3 clusters Score -4916866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4916877.000000 Penalty: 5281.322266
	Iteration 144Q: 3 clusters Score -4916877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4916884.000000 Penalty: 5281.322266
	Iteration 145Q: 3 clusters Score -4916884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -4916889.000000 Penalty: 5281.322266
	Iteration 146Q: 3 clusters Score -4916889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4916887.500000 Penalty: 5281.322266
	Iteration 147Q: 3 clusters Score -4916888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4916895.500000 Penalty: 5281.322266
	Iteration 148Q: 3 clusters Score -4916896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -4916900.000000 Penalty: 5281.322266
	Iteration 149Q: 3 clusters Score -4916900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -4916899.000000 Penalty: 5281.322266
	Iteration 150Q: 3 clusters Score -4916899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4916893.500000 Penalty: 5281.322266
	Iteration 151Q: 3 clusters Score -4916894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -4916895.000000 Penalty: 5281.322266
	Iteration 152Q: 3 clusters Score -4916895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -4916892.000000 Penalty: 5281.322266
	Iteration 153Q: 3 clusters Score -4916892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4916887.500000 Penalty: 5281.322266
	Iteration 154Q: 3 clusters Score -4916888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4916885.500000 Penalty: 5281.322266
	Iteration 155Q: 3 clusters Score -4916886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4916884.000000 Penalty: 5281.322266
	Iteration 156Q: 3 clusters Score -4916884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -4916886.000000 Penalty: 5281.322266
	Iteration 157Q: 3 clusters Score -4916886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -4916887.000000 Penalty: 5281.322266
	Iteration 158Q: 3 clusters Score -4916887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4916883.500000 Penalty: 5281.322266
	Iteration 159Q: 3 clusters Score -4916884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4916883.000000 Penalty: 5281.322266
	Iteration 160F: 3 clusters Score -4916883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4916884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4916882.000000 Penalty: 5281.322266
	Iteration 162Q: 3 clusters Score -4916882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4916891.500000 Penalty: 5281.322266
	Iteration 163Q: 3 clusters Score -4916892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4916885.000000 Penalty: 5281.322266
	Iteration 164Q: 3 clusters Score -4916885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4916890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4916899.500000 Penalty: 5281.322266
	Iteration 166Q: 3 clusters Score -4916900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4916892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4916903.000000 Penalty: 5281.322266
	Iteration 168Q: 3 clusters Score -4916903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4916904.500000 Penalty: 5281.322266
	Iteration 169Q: 3 clusters Score -4916904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4916905.500000 Penalty: 5281.322266
	Iteration 170Q: 3 clusters Score -4916906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4916903 nChanged 5
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Mstep: Class 1 contains 36450 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4916906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4916902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4916903 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4916905 nChanged 1
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Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4916902 nChanged 3
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Mstep: Class 1 contains 36462 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4916906 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4916906 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -4916904.000000 Penalty: 5281.322266
	Iteration 179Q: 3 clusters Score -4916904 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36466 members 
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Entering Unmasked Estep 
Score: -4916906.000000 Penalty: 5281.322266
	Iteration 180F: 3 clusters Score -4916906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -4916907.500000 Penalty: 5281.322266
	Iteration 181Q: 3 clusters Score -4916908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4916907.000000 Penalty: 5281.322266
	Iteration 182Q: 3 clusters Score -4916907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4916907.000000 Penalty: 5281.322266
	Iteration 183F: 3 clusters Score -4916907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (224308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224308 members 
Entering Unmasked Estep 
Score: -25990346.000000 Penalty: 3055.552246
	Iteration 0F: 2 clusters Score -2.599035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111871 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -25847506.000000 Penalty: 6111.104492
	Iteration 0F: 3 clusters Score -2.584751e+07 nChanged 107867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -25911870.000000 Penalty: 6111.104492
	Iteration 1F: 3 clusters Score -2.591187e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 121108 members 
Entering Unmasked Estep 
Score: -25913852.000000 Penalty: 6111.104492
	Iteration 2Q: 3 clusters Score -2.591385e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97354 members 
Mstep: Class 2 contains 126954 members 
Entering Unmasked Estep 
Score: -25916798.000000 Penalty: 6111.104492
	Iteration 3Q: 3 clusters Score -2.59168e+07 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 136086 members 
Entering Unmasked Estep 
Score: -25921878.000000 Penalty: 6111.104492
	Iteration 4F: 3 clusters Score -2.592188e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74970 members 
Mstep: Class 2 contains 149338 members 
Entering Unmasked Estep 
Score: -25931376.000000 Penalty: 6111.104492
	Iteration 5F: 3 clusters Score -2.593138e+07 nChanged 17720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 165928 members 
Entering Unmasked Estep 
Score: -25943850.000000 Penalty: 6111.104492
	Iteration 6F: 3 clusters Score -2.594385e+07 nChanged 17933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 183305 members 
Entering Unmasked Estep 
Score: -25956696.000000 Penalty: 6111.104492
	Iteration 7F: 3 clusters Score -2.59567e+07 nChanged 15179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 198256 members 
Entering Unmasked Estep 
Score: -25968182.000000 Penalty: 6111.104492
	Iteration 8F: 3 clusters Score -2.596818e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 209413 members 
Entering Unmasked Estep 
Score: -25976864.000000 Penalty: 6111.104492
	Iteration 9Q: 3 clusters Score -2.597686e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 216386 members 
Entering Unmasked Estep 
Score: -25982412.000000 Penalty: 6111.104492
	Iteration 10Q: 3 clusters Score -2.598241e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 220089 members 
Entering Unmasked Estep 
Score: -25985354.000000 Penalty: 6111.104492
	Iteration 11Q: 3 clusters Score -2.598535e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 221814 members 
Entering Unmasked Estep 
Score: -25986692.000000 Penalty: 6111.104492
	Iteration 12Q: 3 clusters Score -2.598669e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 222610 members 
Entering Unmasked Estep 
Score: -25987248.000000 Penalty: 6111.104492
	Iteration 13Q: 3 clusters Score -2.598725e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 222960 members 
Entering Unmasked Estep 
Score: -25987512.000000 Penalty: 6111.104492
	Iteration 14Q: 3 clusters Score -2.598751e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 223128 members 
Entering Unmasked Estep 
Score: -25987660.000000 Penalty: 6111.104492
	Iteration 15Q: 3 clusters Score -2.598766e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 223222 members 
Entering Unmasked Estep 
Score: -25987764.000000 Penalty: 6111.104492
	Iteration 16Q: 3 clusters Score -2.598776e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 223286 members 
Entering Unmasked Estep 
Score: -25987838.000000 Penalty: 6111.104492
	Iteration 17Q: 3 clusters Score -2.598784e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 223337 members 
Entering Unmasked Estep 
Score: -25987894.000000 Penalty: 6111.104492
	Iteration 18Q: 3 clusters Score -2.598789e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 223369 members 
Entering Unmasked Estep 
Score: -25987944.000000 Penalty: 6111.104492
	Iteration 19Q: 3 clusters Score -2.598794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 223386 members 
Entering Unmasked Estep 
Score: -25987974.000000 Penalty: 6111.104492
	Iteration 20F: 3 clusters Score -2.598797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 223400 members 
Entering Unmasked Estep 
Score: -25987998.000000 Penalty: 6111.104492
	Iteration 21Q: 3 clusters Score -2.5988e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 223411 members 
Entering Unmasked Estep 
Score: -25988012.000000 Penalty: 6111.104492
	Iteration 22Q: 3 clusters Score -2.598801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 223423 members 
Entering Unmasked Estep 
Score: -25988030.000000 Penalty: 6111.104492
	Iteration 23Q: 3 clusters Score -2.598803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 223436 members 
Entering Unmasked Estep 
Score: -25988030.000000 Penalty: 6111.104492
	Iteration 24Q: 3 clusters Score -2.598803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 223442 members 
Entering Unmasked Estep 
Score: -25988034.000000 Penalty: 6111.104492
	Iteration 25Q: 3 clusters Score -2.598803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 223447 members 
Entering Unmasked Estep 
Score: -25988040.000000 Penalty: 6111.104492
	Iteration 26Q: 3 clusters Score -2.598804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 223449 members 
Entering Unmasked Estep 
Score: -25988042.000000 Penalty: 6111.104492
	Iteration 27Q: 3 clusters Score -2.598804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 223449 members 
Entering Unmasked Estep 
Score: -25988042.000000 Penalty: 6111.104492
	Iteration 28F: 3 clusters Score -2.598804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -73425.781250 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -73425.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71705.367188 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -71705.37 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71924.765625 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -71924.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -71986.492188 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -71986.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72012.726562 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -72012.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -72042.531250 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -72042.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72072.703125 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -72072.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72120.117188 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -72120.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72185.171875 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -72185.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72260.320312 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -72260.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72326.015625 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -72326.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72453.148438 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -72453.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72661.359375 Penalty: 3247.916748
	Iteration 11F: 3 clusters Score -72661.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72869.328125 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -72869.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73211.578125 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -73211.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -73467.093750 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -73467.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73492.539062 Penalty: 3247.916748
	Iteration 15Q: 3 clusters Score -73492.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73508.820312 Penalty: 3247.916748
	Iteration 16Q: 3 clusters Score -73508.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73518.500000 Penalty: 3247.916748
	Iteration 17Q: 3 clusters Score -73518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73521.835938 Penalty: 3247.916748
	Iteration 18Q: 3 clusters Score -73521.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73523.750000 Penalty: 3247.916748
	Iteration 19Q: 3 clusters Score -73523.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73526.820312 Penalty: 3247.916748
	Iteration 20F: 3 clusters Score -73526.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73536.671875 Penalty: 3247.916748
	Iteration 21Q: 3 clusters Score -73536.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73542.726562 Penalty: 3247.916748
	Iteration 22Q: 3 clusters Score -73542.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73542.726562 Penalty: 3247.916748
	Iteration 23F: 3 clusters Score -73542.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 60777 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178886 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 55121 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 244154 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 123984 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 118718 members 
Mstep: Class 18 contains 23109 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168360 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 35023 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 201819 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 42101 members 
Mstep: Class 30 contains 224308 members 
Mstep: Class 31 contains 315 members 
Mstep: Class 32 contains 38639 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 59168 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12183 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 13293 members 
Mstep: Class 41 contains 383 members 
Entering Unmasked Estep 
Score: -225974064.000000 Penalty: 147590.875000
Splitting cluster 31 changes total score from -225975552.000000 to -225974064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (38639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Entering Unmasked Estep 
Score: -4140047.250000 Penalty: 2619.380371
	Iteration 0F: 2 clusters Score -4140047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4113913.000000 Penalty: 5238.760742
	Iteration 0F: 3 clusters Score -4113913 nChanged 17562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4124158.500000 Penalty: 5238.760742
	Iteration 1F: 3 clusters Score -4124158 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4125279.000000 Penalty: 5238.760742
	Iteration 2F: 3 clusters Score -4125279 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4126658.250000 Penalty: 5238.760742
	Iteration 3F: 3 clusters Score -4126658 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -4128192.500000 Penalty: 5238.760742
	Iteration 4F: 3 clusters Score -4128192 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4129612.750000 Penalty: 5238.760742
	Iteration 5F: 3 clusters Score -4129613 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4130813.250000 Penalty: 5238.760742
	Iteration 6F: 3 clusters Score -4130813 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -4131800.250000 Penalty: 5238.760742
	Iteration 7Q: 3 clusters Score -4131800 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -4132672.500000 Penalty: 5238.760742
	Iteration 8Q: 3 clusters Score -4132672 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -4133512.250000 Penalty: 5238.760742
	Iteration 9Q: 3 clusters Score -4133512 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4134339.000000 Penalty: 5238.760742
	Iteration 10Q: 3 clusters Score -4134339 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4135163.500000 Penalty: 5238.760742
	Iteration 11Q: 3 clusters Score -4135164 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4135890.000000 Penalty: 5238.760742
	Iteration 12Q: 3 clusters Score -4135890 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -4136449.750000 Penalty: 5238.760742
	Iteration 13Q: 3 clusters Score -4136450 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -4136900.500000 Penalty: 5238.760742
	Iteration 14Q: 3 clusters Score -4136900 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -4137202.750000 Penalty: 5238.760742
	Iteration 15Q: 3 clusters Score -4137203 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4137438.750000 Penalty: 5238.760742
	Iteration 16Q: 3 clusters Score -4137439 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4137592.000000 Penalty: 5238.760742
	Iteration 17Q: 3 clusters Score -4137592 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -4137744.750000 Penalty: 5238.760742
	Iteration 18Q: 3 clusters Score -4137745 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -4137827.500000 Penalty: 5238.760742
	Iteration 19Q: 3 clusters Score -4137828 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -4137900.250000 Penalty: 5238.760742
	Iteration 20F: 3 clusters Score -4137900 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -4137959.750000 Penalty: 5238.760742
	Iteration 21Q: 3 clusters Score -4137960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -4137991.500000 Penalty: 5238.760742
	Iteration 22Q: 3 clusters Score -4137992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -4138021.500000 Penalty: 5238.760742
	Iteration 23Q: 3 clusters Score -4138022 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -4138040.000000 Penalty: 5238.760742
	Iteration 24Q: 3 clusters Score -4138040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -4138070.500000 Penalty: 5238.760742
	Iteration 25Q: 3 clusters Score -4138070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -4138088.000000 Penalty: 5238.760742
	Iteration 26Q: 3 clusters Score -4138088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4138109.000000 Penalty: 5238.760742
	Iteration 27Q: 3 clusters Score -4138109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4138114.000000 Penalty: 5238.760742
	Iteration 28Q: 3 clusters Score -4138114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4138124.750000 Penalty: 5238.760742
	Iteration 29Q: 3 clusters Score -4138125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -4138133.500000 Penalty: 5238.760742
	Iteration 30Q: 3 clusters Score -4138134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -4138138.500000 Penalty: 5238.760742
	Iteration 31Q: 3 clusters Score -4138138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4138141.000000 Penalty: 5238.760742
	Iteration 32Q: 3 clusters Score -4138141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4138144.500000 Penalty: 5238.760742
	Iteration 33Q: 3 clusters Score -4138144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4138153.500000 Penalty: 5238.760742
	Iteration 34Q: 3 clusters Score -4138154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4138164.750000 Penalty: 5238.760742
	Iteration 35Q: 3 clusters Score -4138165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -4138169.250000 Penalty: 5238.760742
	Iteration 36Q: 3 clusters Score -4138169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -4138172.500000 Penalty: 5238.760742
	Iteration 37Q: 3 clusters Score -4138172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4138167.500000 Penalty: 5238.760742
	Iteration 38Q: 3 clusters Score -4138168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -4138184.250000 Penalty: 5238.760742
	Iteration 39Q: 3 clusters Score -4138184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4138189.750000 Penalty: 5238.760742
	Iteration 40F: 3 clusters Score -4138190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4138195.500000 Penalty: 5238.760742
	Iteration 41Q: 3 clusters Score -4138196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4138195.750000 Penalty: 5238.760742
	Iteration 42Q: 3 clusters Score -4138196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4138197.250000 Penalty: 5238.760742
	Iteration 43Q: 3 clusters Score -4138197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4138197.750000 Penalty: 5238.760742
	Iteration 44Q: 3 clusters Score -4138198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4138202.000000 Penalty: 5238.760742
	Iteration 45Q: 3 clusters Score -4138202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -4138201.000000 Penalty: 5238.760742
	Iteration 46Q: 3 clusters Score -4138201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4138200.750000 Penalty: 5238.760742
	Iteration 47Q: 3 clusters Score -4138201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4138200.750000 Penalty: 5238.760742
	Iteration 48F: 3 clusters Score -4138201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (15794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Entering Unmasked Estep 
Score: -1619528.000000 Penalty: 2397.511475
	Iteration 0F: 2 clusters Score -1619528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1608101.500000 Penalty: 4795.022949
	Iteration 0F: 3 clusters Score -1608102 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1612167.750000 Penalty: 4795.022949
	Iteration 1F: 3 clusters Score -1612168 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1612987.875000 Penalty: 4795.022949
	Iteration 2F: 3 clusters Score -1612988 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1613825.875000 Penalty: 4795.022949
	Iteration 3F: 3 clusters Score -1613826 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1614583.000000 Penalty: 4795.022949
	Iteration 4F: 3 clusters Score -1614583 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1615160.000000 Penalty: 4795.022949
	Iteration 5F: 3 clusters Score -1615160 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1615544.500000 Penalty: 4795.022949
	Iteration 6F: 3 clusters Score -1615544 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1615749.125000 Penalty: 4795.022949
	Iteration 7Q: 3 clusters Score -1615749 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1615883.875000 Penalty: 4795.022949
	Iteration 8Q: 3 clusters Score -1615884 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1615964.000000 Penalty: 4795.022949
	Iteration 9Q: 3 clusters Score -1615964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1616031.250000 Penalty: 4795.022949
	Iteration 10Q: 3 clusters Score -1616031 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1616082.750000 Penalty: 4795.022949
	Iteration 11Q: 3 clusters Score -1616083 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1616125.875000 Penalty: 4795.022949
	Iteration 12Q: 3 clusters Score -1616126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1616161.125000 Penalty: 4795.022949
	Iteration 13Q: 3 clusters Score -1616161 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1616191.250000 Penalty: 4795.022949
	Iteration 14Q: 3 clusters Score -1616191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1616228.875000 Penalty: 4795.022949
	Iteration 15Q: 3 clusters Score -1616229 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1616260.500000 Penalty: 4795.022949
	Iteration 16Q: 3 clusters Score -1616260 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1616295.625000 Penalty: 4795.022949
	Iteration 17Q: 3 clusters Score -1616296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1616330.750000 Penalty: 4795.022949
	Iteration 18Q: 3 clusters Score -1616331 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1616357.750000 Penalty: 4795.022949
	Iteration 19Q: 3 clusters Score -1616358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1616392.000000 Penalty: 4795.022949
	Iteration 20F: 3 clusters Score -1616392 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1616418.375000 Penalty: 4795.022949
	Iteration 21Q: 3 clusters Score -1616418 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1616458.625000 Penalty: 4795.022949
	Iteration 22Q: 3 clusters Score -1616459 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1616500.875000 Penalty: 4795.022949
	Iteration 23Q: 3 clusters Score -1616501 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1616536.875000 Penalty: 4795.022949
	Iteration 24Q: 3 clusters Score -1616537 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1616584.625000 Penalty: 4795.022949
	Iteration 25Q: 3 clusters Score -1616585 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1616642.500000 Penalty: 4795.022949
	Iteration 26Q: 3 clusters Score -1616642 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1616718.000000 Penalty: 4795.022949
	Iteration 27Q: 3 clusters Score -1616718 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1616796.125000 Penalty: 4795.022949
	Iteration 28Q: 3 clusters Score -1616796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1616898.375000 Penalty: 4795.022949
	Iteration 29Q: 3 clusters Score -1616898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1616995.875000 Penalty: 4795.022949
	Iteration 30Q: 3 clusters Score -1616996 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1617082.625000 Penalty: 4795.022949
	Iteration 31Q: 3 clusters Score -1617083 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1617176.375000 Penalty: 4795.022949
	Iteration 32Q: 3 clusters Score -1617176 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1617256.125000 Penalty: 4795.022949
	Iteration 33Q: 3 clusters Score -1617256 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1617332.875000 Penalty: 4795.022949
	Iteration 34Q: 3 clusters Score -1617333 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1617407.500000 Penalty: 4795.022949
	Iteration 35Q: 3 clusters Score -1617408 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1617463.375000 Penalty: 4795.022949
	Iteration 36Q: 3 clusters Score -1617463 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1617530.000000 Penalty: 4795.022949
	Iteration 37Q: 3 clusters Score -1617530 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1617583.250000 Penalty: 4795.022949
	Iteration 38Q: 3 clusters Score -1617583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1617650.000000 Penalty: 4795.022949
	Iteration 39Q: 3 clusters Score -1617650 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1617692.875000 Penalty: 4795.022949
	Iteration 40F: 3 clusters Score -1617693 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1617744.500000 Penalty: 4795.022949
	Iteration 41Q: 3 clusters Score -1617744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1617799.750000 Penalty: 4795.022949
	Iteration 42Q: 3 clusters Score -1617800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1617848.750000 Penalty: 4795.022949
	Iteration 43Q: 3 clusters Score -1617849 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1617902.875000 Penalty: 4795.022949
	Iteration 44Q: 3 clusters Score -1617903 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1617953.375000 Penalty: 4795.022949
	Iteration 45Q: 3 clusters Score -1617953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1618002.375000 Penalty: 4795.022949
	Iteration 46Q: 3 clusters Score -1618002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1618048.250000 Penalty: 4795.022949
	Iteration 47Q: 3 clusters Score -1618048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1618083.000000 Penalty: 4795.022949
	Iteration 48Q: 3 clusters Score -1618083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1618112.750000 Penalty: 4795.022949
	Iteration 49Q: 3 clusters Score -1618113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1618143.375000 Penalty: 4795.022949
	Iteration 50Q: 3 clusters Score -1618143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1618171.500000 Penalty: 4795.022949
	Iteration 51Q: 3 clusters Score -1618172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1618208.250000 Penalty: 4795.022949
	Iteration 52Q: 3 clusters Score -1618208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1618234.625000 Penalty: 4795.022949
	Iteration 53Q: 3 clusters Score -1618235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1618255.875000 Penalty: 4795.022949
	Iteration 54Q: 3 clusters Score -1618256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1618264.625000 Penalty: 4795.022949
	Iteration 55Q: 3 clusters Score -1618265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1618284.250000 Penalty: 4795.022949
	Iteration 56Q: 3 clusters Score -1618284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1618298.750000 Penalty: 4795.022949
	Iteration 57Q: 3 clusters Score -1618299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1618310.750000 Penalty: 4795.022949
	Iteration 58Q: 3 clusters Score -1618311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1618317.875000 Penalty: 4795.022949
	Iteration 59Q: 3 clusters Score -1618318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1618334.125000 Penalty: 4795.022949
	Iteration 60F: 3 clusters Score -1618334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1618347.250000 Penalty: 4795.022949
	Iteration 61Q: 3 clusters Score -1618347 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1618364.375000 Penalty: 4795.022949
	Iteration 62Q: 3 clusters Score -1618364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1618380.125000 Penalty: 4795.022949
	Iteration 63Q: 3 clusters Score -1618380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1618394.250000 Penalty: 4795.022949
	Iteration 64Q: 3 clusters Score -1618394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1618408.625000 Penalty: 4795.022949
	Iteration 65Q: 3 clusters Score -1618409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1618412.875000 Penalty: 4795.022949
	Iteration 66Q: 3 clusters Score -1618413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1618413.500000 Penalty: 4795.022949
	Iteration 67Q: 3 clusters Score -1618414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1618416.000000 Penalty: 4795.022949
	Iteration 68Q: 3 clusters Score -1618416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1618417.250000 Penalty: 4795.022949
	Iteration 69Q: 3 clusters Score -1618417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1618426.625000 Penalty: 4795.022949
	Iteration 70Q: 3 clusters Score -1618427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1618428.000000 Penalty: 4795.022949
	Iteration 71Q: 3 clusters Score -1618428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1618428.875000 Penalty: 4795.022949
	Iteration 72Q: 3 clusters Score -1618429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1618434.250000 Penalty: 4795.022949
	Iteration 73Q: 3 clusters Score -1618434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1618435.125000 Penalty: 4795.022949
	Iteration 74Q: 3 clusters Score -1618435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1618439.750000 Penalty: 4795.022949
	Iteration 75Q: 3 clusters Score -1618440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1618440.125000 Penalty: 4795.022949
	Iteration 76Q: 3 clusters Score -1618440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1618439.625000 Penalty: 4795.022949
	Iteration 77Q: 3 clusters Score -1618440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1618440.375000 Penalty: 4795.022949
	Iteration 78Q: 3 clusters Score -1618440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1618443.875000 Penalty: 4795.022949
	Iteration 79Q: 3 clusters Score -1618444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1618443.750000 Penalty: 4795.022949
	Iteration 80F: 3 clusters Score -1618444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1618444.500000 Penalty: 4795.022949
	Iteration 81Q: 3 clusters Score -1618444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1618445.625000 Penalty: 4795.022949
	Iteration 82Q: 3 clusters Score -1618446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1618445.250000 Penalty: 4795.022949
	Iteration 83Q: 3 clusters Score -1618445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1618444.875000 Penalty: 4795.022949
	Iteration 84Q: 3 clusters Score -1618445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1618446.625000 Penalty: 4795.022949
	Iteration 85Q: 3 clusters Score -1618447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1618446.625000 Penalty: 4795.022949
	Iteration 86F: 3 clusters Score -1618447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Entering Unmasked Estep 
Score: -903855.500000 Penalty: 2236.726562
	Iteration 0F: 2 clusters Score -903855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -897280.687500 Penalty: 4473.453125
	Iteration 0F: 3 clusters Score -897280.7 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -899189.062500 Penalty: 4473.453125
	Iteration 1F: 3 clusters Score -899189.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -899563.000000 Penalty: 4473.453125
	Iteration 2F: 3 clusters Score -899563 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -899845.937500 Penalty: 4473.453125
	Iteration 3F: 3 clusters Score -899845.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -900092.812500 Penalty: 4473.453125
	Iteration 4F: 3 clusters Score -900092.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -900366.250000 Penalty: 4473.453125
	Iteration 5Q: 3 clusters Score -900366.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -900674.000000 Penalty: 4473.453125
	Iteration 6F: 3 clusters Score -900674 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -900959.937500 Penalty: 4473.453125
	Iteration 7Q: 3 clusters Score -900959.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -901303.875000 Penalty: 4473.453125
	Iteration 8Q: 3 clusters Score -901303.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -901612.312500 Penalty: 4473.453125
	Iteration 9Q: 3 clusters Score -901612.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -901827.750000 Penalty: 4473.453125
	Iteration 10Q: 3 clusters Score -901827.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -902005.187500 Penalty: 4473.453125
	Iteration 11Q: 3 clusters Score -902005.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -902124.375000 Penalty: 4473.453125
	Iteration 12Q: 3 clusters Score -902124.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -902191.125000 Penalty: 4473.453125
	Iteration 13Q: 3 clusters Score -902191.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -902231.750000 Penalty: 4473.453125
	Iteration 14Q: 3 clusters Score -902231.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -902258.000000 Penalty: 4473.453125
	Iteration 15Q: 3 clusters Score -902258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -902278.250000 Penalty: 4473.453125
	Iteration 16Q: 3 clusters Score -902278.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -902291.437500 Penalty: 4473.453125
	Iteration 17Q: 3 clusters Score -902291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -902299.875000 Penalty: 4473.453125
	Iteration 18Q: 3 clusters Score -902299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -902305.562500 Penalty: 4473.453125
	Iteration 19Q: 3 clusters Score -902305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -902311.562500 Penalty: 4473.453125
	Iteration 20F: 3 clusters Score -902311.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -902313.437500 Penalty: 4473.453125
	Iteration 21Q: 3 clusters Score -902313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -902315.062500 Penalty: 4473.453125
	Iteration 22Q: 3 clusters Score -902315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -902315.062500 Penalty: 4473.453125
	Iteration 23F: 3 clusters Score -902315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (59168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Entering Unmasked Estep 
Score: -7020716.000000 Penalty: 2725.057861
	Iteration 0F: 2 clusters Score -7020716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6981068.000000 Penalty: 5450.115723
	Iteration 0F: 3 clusters Score -6981068 nChanged 27552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -6996340.000000 Penalty: 5450.115723
	Iteration 1F: 3 clusters Score -6996340 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -6997291.000000 Penalty: 5450.115723
	Iteration 2Q: 3 clusters Score -6997291 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -6998637.500000 Penalty: 5450.115723
	Iteration 3F: 3 clusters Score -6998638 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7000764.500000 Penalty: 5450.115723
	Iteration 4F: 3 clusters Score -7000764 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7003990.000000 Penalty: 5450.115723
	Iteration 5F: 3 clusters Score -7003990 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -7007509.500000 Penalty: 5450.115723
	Iteration 6F: 3 clusters Score -7007510 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -7010659.000000 Penalty: 5450.115723
	Iteration 7F: 3 clusters Score -7010659 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -7012939.500000 Penalty: 5450.115723
	Iteration 8F: 3 clusters Score -7012940 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -7014606.000000 Penalty: 5450.115723
	Iteration 9Q: 3 clusters Score -7014606 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -7015814.000000 Penalty: 5450.115723
	Iteration 10Q: 3 clusters Score -7015814 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 55508 members 
Entering Unmasked Estep 
Score: -7016712.000000 Penalty: 5450.115723
	Iteration 11Q: 3 clusters Score -7016712 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -7017359.000000 Penalty: 5450.115723
	Iteration 12Q: 3 clusters Score -7017359 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -7017736.500000 Penalty: 5450.115723
	Iteration 13Q: 3 clusters Score -7017736 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -7017966.500000 Penalty: 5450.115723
	Iteration 14Q: 3 clusters Score -7017966 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -7018112.500000 Penalty: 5450.115723
	Iteration 15Q: 3 clusters Score -7018112 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -7018194.000000 Penalty: 5450.115723
	Iteration 16Q: 3 clusters Score -7018194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -7018239.000000 Penalty: 5450.115723
	Iteration 17Q: 3 clusters Score -7018239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -7018286.500000 Penalty: 5450.115723
	Iteration 18Q: 3 clusters Score -7018286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -7018320.000000 Penalty: 5450.115723
	Iteration 19Q: 3 clusters Score -7018320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 58178 members 
Entering Unmasked Estep 
Score: -7018346.000000 Penalty: 5450.115723
	Iteration 20F: 3 clusters Score -7018346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -7018364.500000 Penalty: 5450.115723
	Iteration 21Q: 3 clusters Score -7018364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 58228 members 
Entering Unmasked Estep 
Score: -7018379.500000 Penalty: 5450.115723
	Iteration 22Q: 3 clusters Score -7018380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -7018381.500000 Penalty: 5450.115723
	Iteration 23Q: 3 clusters Score -7018382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -7018395.000000 Penalty: 5450.115723
	Iteration 24Q: 3 clusters Score -7018395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -7018413.000000 Penalty: 5450.115723
	Iteration 25Q: 3 clusters Score -7018413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -7018425.500000 Penalty: 5450.115723
	Iteration 26Q: 3 clusters Score -7018426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -7018440.500000 Penalty: 5450.115723
	Iteration 27Q: 3 clusters Score -7018440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -7018442.500000 Penalty: 5450.115723
	Iteration 28Q: 3 clusters Score -7018442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -7018450.500000 Penalty: 5450.115723
	Iteration 29Q: 3 clusters Score -7018450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -7018467.500000 Penalty: 5450.115723
	Iteration 30Q: 3 clusters Score -7018468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -7018465.000000 Penalty: 5450.115723
	Iteration 31Q: 3 clusters Score -7018465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -7018481.500000 Penalty: 5450.115723
	Iteration 32Q: 3 clusters Score -7018482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -7018481.000000 Penalty: 5450.115723
	Iteration 33Q: 3 clusters Score -7018481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -7018472.000000 Penalty: 5450.115723
	Iteration 34Q: 3 clusters Score -7018472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -7018488.000000 Penalty: 5450.115723
	Iteration 35Q: 3 clusters Score -7018488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -7018481.500000 Penalty: 5450.115723
	Iteration 36Q: 3 clusters Score -7018482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -7018487.500000 Penalty: 5450.115723
	Iteration 37Q: 3 clusters Score -7018488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -7018483.000000 Penalty: 5450.115723
	Iteration 38Q: 3 clusters Score -7018483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -7018483.000000 Penalty: 5450.115723
	Iteration 39F: 3 clusters Score -7018483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -118477.960938 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118478 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119057.382812 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119057.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -119359.734375 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119359.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119602.031250 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -119602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119888.890625 Penalty: 3504.967529
	Iteration 4F: 3 clusters Score -119888.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -120080.375000 Penalty: 3504.967529
	Iteration 5F: 3 clusters Score -120080.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120203.968750 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -120204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120264.398438 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -120264.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120330.234375 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -120330.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -120380.242188 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -120380.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120404.390625 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -120404.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120419.781250 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -120419.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -120428.203125 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -120428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -120429.429688 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -120429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -120429.429688 Penalty: 3504.967529
	Iteration 14F: 3 clusters Score -120429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 60777 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178886 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 55121 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 244154 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 123984 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 118718 members 
Mstep: Class 18 contains 23109 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168360 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 35023 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 201819 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 42101 members 
Mstep: Class 30 contains 224308 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38639 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 59168 members 
Mstep: Class 36 contains 535 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12183 members 
Mstep: Class 39 contains 1286 members 
Mstep: Class 40 contains 13293 members 
Mstep: Class 41 contains 637 members 
Entering Unmasked Estep 
Score: -225973760.000000 Penalty: 147590.875000
Splitting cluster 36 changes total score from -225975552.000000 to -225973760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31394.720703 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31394.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31567.623047 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31567.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31635.447266 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -31635.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31673.595703 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31679.025391 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31679.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31685.453125 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31685.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31694.654297 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31694.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31694.654297 Penalty: 2895.514160
	Iteration 7F: 3 clusters Score -31694.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Entering Unmasked Estep 
Score: -1342058.250000 Penalty: 2333.133545
	Iteration 0F: 2 clusters Score -1342058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1333061.125000 Penalty: 4666.267090
	Iteration 0F: 3 clusters Score -1333061 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1336026.625000 Penalty: 4666.267090
	Iteration 1F: 3 clusters Score -1336027 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1336697.625000 Penalty: 4666.267090
	Iteration 2F: 3 clusters Score -1336698 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1337288.625000 Penalty: 4666.267090
	Iteration 3F: 3 clusters Score -1337289 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1337877.250000 Penalty: 4666.267090
	Iteration 4F: 3 clusters Score -1337877 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1338434.750000 Penalty: 4666.267090
	Iteration 5F: 3 clusters Score -1338435 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1338972.250000 Penalty: 4666.267090
	Iteration 6F: 3 clusters Score -1338972 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1339463.875000 Penalty: 4666.267090
	Iteration 7F: 3 clusters Score -1339464 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1339841.750000 Penalty: 4666.267090
	Iteration 8Q: 3 clusters Score -1339842 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1340094.375000 Penalty: 4666.267090
	Iteration 9Q: 3 clusters Score -1340094 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1340259.125000 Penalty: 4666.267090
	Iteration 10Q: 3 clusters Score -1340259 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1340399.375000 Penalty: 4666.267090
	Iteration 11Q: 3 clusters Score -1340399 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1340515.625000 Penalty: 4666.267090
	Iteration 12Q: 3 clusters Score -1340516 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1340620.625000 Penalty: 4666.267090
	Iteration 13Q: 3 clusters Score -1340621 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1340716.500000 Penalty: 4666.267090
	Iteration 14Q: 3 clusters Score -1340716 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1340802.250000 Penalty: 4666.267090
	Iteration 15Q: 3 clusters Score -1340802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1340865.250000 Penalty: 4666.267090
	Iteration 16Q: 3 clusters Score -1340865 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1340914.000000 Penalty: 4666.267090
	Iteration 17Q: 3 clusters Score -1340914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1340959.875000 Penalty: 4666.267090
	Iteration 18Q: 3 clusters Score -1340960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1340996.750000 Penalty: 4666.267090
	Iteration 19Q: 3 clusters Score -1340997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1341031.000000 Penalty: 4666.267090
	Iteration 20F: 3 clusters Score -1341031 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1341066.625000 Penalty: 4666.267090
	Iteration 21Q: 3 clusters Score -1341067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1341099.125000 Penalty: 4666.267090
	Iteration 22Q: 3 clusters Score -1341099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1341120.625000 Penalty: 4666.267090
	Iteration 23Q: 3 clusters Score -1341121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1341135.875000 Penalty: 4666.267090
	Iteration 24Q: 3 clusters Score -1341136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1341150.375000 Penalty: 4666.267090
	Iteration 25Q: 3 clusters Score -1341150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1341155.125000 Penalty: 4666.267090
	Iteration 26Q: 3 clusters Score -1341155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1341158.875000 Penalty: 4666.267090
	Iteration 27Q: 3 clusters Score -1341159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1341162.375000 Penalty: 4666.267090
	Iteration 28Q: 3 clusters Score -1341162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1341170.750000 Penalty: 4666.267090
	Iteration 29Q: 3 clusters Score -1341171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1341170.625000 Penalty: 4666.267090
	Iteration 30Q: 3 clusters Score -1341171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1341174.000000 Penalty: 4666.267090
	Iteration 31Q: 3 clusters Score -1341174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1341175.375000 Penalty: 4666.267090
	Iteration 32Q: 3 clusters Score -1341175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1341178.000000 Penalty: 4666.267090
	Iteration 33Q: 3 clusters Score -1341178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1341178.250000 Penalty: 4666.267090
	Iteration 34Q: 3 clusters Score -1341178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1341176.500000 Penalty: 4666.267090
	Iteration 35Q: 3 clusters Score -1341176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1341177.875000 Penalty: 4666.267090
	Iteration 36Q: 3 clusters Score -1341178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1341180.000000 Penalty: 4666.267090
	Iteration 37Q: 3 clusters Score -1341180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1341181.000000 Penalty: 4666.267090
	Iteration 38Q: 3 clusters Score -1341181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1341184.125000 Penalty: 4666.267090
	Iteration 39Q: 3 clusters Score -1341184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1341189.750000 Penalty: 4666.267090
	Iteration 40F: 3 clusters Score -1341190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1341186.250000 Penalty: 4666.267090
	Iteration 41Q: 3 clusters Score -1341186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1341191.500000 Penalty: 4666.267090
	Iteration 42Q: 3 clusters Score -1341192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1341193.625000 Penalty: 4666.267090
	Iteration 43Q: 3 clusters Score -1341194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1341195.375000 Penalty: 4666.267090
	Iteration 44Q: 3 clusters Score -1341195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1341196.375000 Penalty: 4666.267090
	Iteration 45Q: 3 clusters Score -1341196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1341200.000000 Penalty: 4666.267090
	Iteration 46Q: 3 clusters Score -1341200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1341201.500000 Penalty: 4666.267090
	Iteration 47Q: 3 clusters Score -1341202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1341202.500000 Penalty: 4666.267090
	Iteration 48Q: 3 clusters Score -1341202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1341200.500000 Penalty: 4666.267090
	Iteration 49Q: 3 clusters Score -1341200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1341206.250000 Penalty: 4666.267090
	Iteration 50Q: 3 clusters Score -1341206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1341204.375000 Penalty: 4666.267090
	Iteration 51Q: 3 clusters Score -1341204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1341203.875000 Penalty: 4666.267090
	Iteration 52Q: 3 clusters Score -1341204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1341204.125000 Penalty: 4666.267090
	Iteration 53Q: 3 clusters Score -1341204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1341205.125000 Penalty: 4666.267090
	Iteration 54Q: 3 clusters Score -1341205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1341205.500000 Penalty: 4666.267090
	Iteration 55Q: 3 clusters Score -1341206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1341208.375000 Penalty: 4666.267090
	Iteration 56Q: 3 clusters Score -1341208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1341211.125000 Penalty: 4666.267090
	Iteration 57Q: 3 clusters Score -1341211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1341208.125000 Penalty: 4666.267090
	Iteration 58Q: 3 clusters Score -1341208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1341210.250000 Penalty: 4666.267090
	Iteration 59Q: 3 clusters Score -1341210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1341212.750000 Penalty: 4666.267090
	Iteration 60F: 3 clusters Score -1341213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1341214.375000 Penalty: 4666.267090
	Iteration 61Q: 3 clusters Score -1341214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1341214.500000 Penalty: 4666.267090
	Iteration 62Q: 3 clusters Score -1341214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1341217.500000 Penalty: 4666.267090
	Iteration 63Q: 3 clusters Score -1341218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1341218.125000 Penalty: 4666.267090
	Iteration 64Q: 3 clusters Score -1341218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1341218.125000 Penalty: 4666.267090
	Iteration 65F: 3 clusters Score -1341218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 60777 members 
Mstep: Class 3 contains 10812 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178886 members 
Mstep: Class 7 contains 35639 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 55121 members 
Mstep: Class 11 contains 107204 members 
Mstep: Class 12 contains 244154 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 123984 members 
Mstep: Class 16 contains 24044 members 
Mstep: Class 17 contains 118718 members 
Mstep: Class 18 contains 23109 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 7873 members 
Mstep: Class 22 contains 168360 members 
Mstep: Class 23 contains 13782 members 
Mstep: Class 24 contains 35023 members 
Mstep: Class 25 contains 3517 members 
Mstep: Class 26 contains 201819 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9828 members 
Mstep: Class 29 contains 42101 members 
Mstep: Class 30 contains 224308 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38639 members 
Mstep: Class 33 contains 15794 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 59168 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978208.000000 Penalty: 143991.093750
Iteration 239Q: 41 clusters Score -2.259782e+08 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 60774 members 
Mstep: Class 3 contains 11257 members 
Mstep: Class 4 contains 41460 members 
Mstep: Class 5 contains 23733 members 
Mstep: Class 6 contains 178964 members 
Mstep: Class 7 contains 35641 members 
Mstep: Class 8 contains 32115 members 
Mstep: Class 9 contains 7811 members 
Mstep: Class 10 contains 55134 members 
Mstep: Class 11 contains 107227 members 
Mstep: Class 12 contains 244273 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 124804 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 118712 members 
Mstep: Class 18 contains 23085 members 
Mstep: Class 19 contains 14411 members 
Mstep: Class 20 contains 9221 members 
Mstep: Class 21 contains 7888 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13794 members 
Mstep: Class 24 contains 34994 members 
Mstep: Class 25 contains 3524 members 
Mstep: Class 26 contains 201396 members 
Mstep: Class 27 contains 6518 members 
Mstep: Class 28 contains 9827 members 
Mstep: Class 29 contains 41964 members 
Mstep: Class 30 contains 224274 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38792 members 
Mstep: Class 33 contains 15558 members 
Mstep: Class 34 contains 8267 members 
Mstep: Class 35 contains 59150 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12181 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225979776.000000 Penalty: 143991.093750
Iteration 240F: 41 clusters Score -2.259798e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 60774 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 41469 members 
Mstep: Class 5 contains 23677 members 
Mstep: Class 6 contains 178910 members 
Mstep: Class 7 contains 35643 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 55107 members 
Mstep: Class 11 contains 107083 members 
Mstep: Class 12 contains 244228 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 125483 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 118645 members 
Mstep: Class 18 contains 23037 members 
Mstep: Class 19 contains 14410 members 
Mstep: Class 20 contains 9233 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168330 members 
Mstep: Class 23 contains 13737 members 
Mstep: Class 24 contains 34950 members 
Mstep: Class 25 contains 3540 members 
Mstep: Class 26 contains 200699 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 9815 members 
Mstep: Class 29 contains 41762 members 
Mstep: Class 30 contains 224204 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38610 members 
Mstep: Class 33 contains 15283 members 
Mstep: Class 34 contains 8259 members 
Mstep: Class 35 contains 59038 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12179 members 
Mstep: Class 39 contains 1325 members 
Mstep: Class 40 contains 12705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981648.000000 Penalty: 143991.093750
Iteration 241Q: 41 clusters Score -2.259816e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 60764 members 
Mstep: Class 3 contains 11809 members 
Mstep: Class 4 contains 41475 members 
Mstep: Class 5 contains 23631 members 
Mstep: Class 6 contains 178912 members 
Mstep: Class 7 contains 35648 members 
Mstep: Class 8 contains 32117 members 
Mstep: Class 9 contains 8583 members 
Mstep: Class 10 contains 55087 members 
Mstep: Class 11 contains 106958 members 
Mstep: Class 12 contains 244212 members 
Mstep: Class 13 contains 22057 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 126112 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 118582 members 
Mstep: Class 18 contains 23007 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9234 members 
Mstep: Class 21 contains 7897 members 
Mstep: Class 22 contains 168288 members 
Mstep: Class 23 contains 13703 members 
Mstep: Class 24 contains 34922 members 
Mstep: Class 25 contains 3549 members 
Mstep: Class 26 contains 200181 members 
Mstep: Class 27 contains 6507 members 
Mstep: Class 28 contains 9795 members 
Mstep: Class 29 contains 41557 members 
Mstep: Class 30 contains 224118 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38476 members 
Mstep: Class 33 contains 15074 members 
Mstep: Class 34 contains 8263 members 
Mstep: Class 35 contains 58951 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12171 members 
Mstep: Class 39 contains 1360 members 
Mstep: Class 40 contains 13081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982240.000000 Penalty: 143991.093750
Iteration 242Q: 41 clusters Score -2.259822e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 60753 members 
Mstep: Class 3 contains 12011 members 
Mstep: Class 4 contains 41475 members 
Mstep: Class 5 contains 23604 members 
Mstep: Class 6 contains 178913 members 
Mstep: Class 7 contains 35655 members 
Mstep: Class 8 contains 32115 members 
Mstep: Class 9 contains 8833 members 
Mstep: Class 10 contains 55068 members 
Mstep: Class 11 contains 106863 members 
Mstep: Class 12 contains 244194 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 126730 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 118524 members 
Mstep: Class 18 contains 22977 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 168263 members 
Mstep: Class 23 contains 13664 members 
Mstep: Class 24 contains 34907 members 
Mstep: Class 25 contains 3565 members 
Mstep: Class 26 contains 199706 members 
Mstep: Class 27 contains 6504 members 
Mstep: Class 28 contains 9775 members 
Mstep: Class 29 contains 41410 members 
Mstep: Class 30 contains 224056 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38371 members 
Mstep: Class 33 contains 14898 members 
Mstep: Class 34 contains 8269 members 
Mstep: Class 35 contains 58890 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12166 members 
Mstep: Class 39 contains 1379 members 
Mstep: Class 40 contains 13328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982800.000000 Penalty: 143991.093750
Iteration 243Q: 41 clusters Score -2.259828e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 60751 members 
Mstep: Class 3 contains 12161 members 
Mstep: Class 4 contains 41488 members 
Mstep: Class 5 contains 23580 members 
Mstep: Class 6 contains 178898 members 
Mstep: Class 7 contains 35660 members 
Mstep: Class 8 contains 32114 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 55054 members 
Mstep: Class 11 contains 106797 members 
Mstep: Class 12 contains 244187 members 
Mstep: Class 13 contains 22066 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 127301 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 118464 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9238 members 
Mstep: Class 21 contains 7902 members 
Mstep: Class 22 contains 168248 members 
Mstep: Class 23 contains 13632 members 
Mstep: Class 24 contains 34895 members 
Mstep: Class 25 contains 3566 members 
Mstep: Class 26 contains 199289 members 
Mstep: Class 27 contains 6510 members 
Mstep: Class 28 contains 9765 members 
Mstep: Class 29 contains 41258 members 
Mstep: Class 30 contains 224033 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38290 members 
Mstep: Class 33 contains 14723 members 
Mstep: Class 34 contains 8282 members 
Mstep: Class 35 contains 58844 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12160 members 
Mstep: Class 39 contains 1386 members 
Mstep: Class 40 contains 13515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982992.000000 Penalty: 143991.093750
Iteration 244Q: 41 clusters Score -2.25983e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 60744 members 
Mstep: Class 3 contains 12307 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 23540 members 
Mstep: Class 6 contains 178872 members 
Mstep: Class 7 contains 35665 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 9184 members 
Mstep: Class 10 contains 55040 members 
Mstep: Class 11 contains 106712 members 
Mstep: Class 12 contains 244191 members 
Mstep: Class 13 contains 22069 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 127816 members 
Mstep: Class 16 contains 23989 members 
Mstep: Class 17 contains 118434 members 
Mstep: Class 18 contains 22932 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 7910 members 
Mstep: Class 22 contains 168263 members 
Mstep: Class 23 contains 13605 members 
Mstep: Class 24 contains 34877 members 
Mstep: Class 25 contains 3575 members 
Mstep: Class 26 contains 198939 members 
Mstep: Class 27 contains 6513 members 
Mstep: Class 28 contains 9766 members 
Mstep: Class 29 contains 41126 members 
Mstep: Class 30 contains 223983 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38247 members 
Mstep: Class 33 contains 14574 members 
Mstep: Class 34 contains 8293 members 
Mstep: Class 35 contains 58799 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12144 members 
Mstep: Class 39 contains 1386 members 
Mstep: Class 40 contains 13655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225983632.000000 Penalty: 143991.093750
Iteration 245Q: 41 clusters Score -2.259836e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 60747 members 
Mstep: Class 3 contains 12419 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 23510 members 
Mstep: Class 6 contains 178853 members 
Mstep: Class 7 contains 35673 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 9293 members 
Mstep: Class 10 contains 55035 members 
Mstep: Class 11 contains 106634 members 
Mstep: Class 12 contains 244207 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 128333 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 118397 members 
Mstep: Class 18 contains 22905 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 7918 members 
Mstep: Class 22 contains 168277 members 
Mstep: Class 23 contains 13588 members 
Mstep: Class 24 contains 34874 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 198577 members 
Mstep: Class 27 contains 6517 members 
Mstep: Class 28 contains 9763 members 
Mstep: Class 29 contains 41012 members 
Mstep: Class 30 contains 223952 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38213 members 
Mstep: Class 33 contains 14443 members 
Mstep: Class 34 contains 8301 members 
Mstep: Class 35 contains 58774 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12137 members 
Mstep: Class 39 contains 1386 members 
Mstep: Class 40 contains 13713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225983648.000000 Penalty: 143991.093750
Iteration 246Q: 41 clusters Score -2.259836e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 60748 members 
Mstep: Class 3 contains 12527 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23489 members 
Mstep: Class 6 contains 178855 members 
Mstep: Class 7 contains 35680 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 9390 members 
Mstep: Class 10 contains 55036 members 
Mstep: Class 11 contains 106557 members 
Mstep: Class 12 contains 244219 members 
Mstep: Class 13 contains 22065 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 128809 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 118365 members 
Mstep: Class 18 contains 22879 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 168276 members 
Mstep: Class 23 contains 13583 members 
Mstep: Class 24 contains 34861 members 
Mstep: Class 25 contains 3591 members 
Mstep: Class 26 contains 198266 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 9765 members 
Mstep: Class 29 contains 40889 members 
Mstep: Class 30 contains 223921 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38196 members 
Mstep: Class 33 contains 14326 members 
Mstep: Class 34 contains 8311 members 
Mstep: Class 35 contains 58754 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12132 members 
Mstep: Class 39 contains 1386 members 
Mstep: Class 40 contains 13753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984128.000000 Penalty: 143991.093750
Iteration 247Q: 41 clusters Score -2.259841e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 60744 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 41501 members 
Mstep: Class 5 contains 23486 members 
Mstep: Class 6 contains 178861 members 
Mstep: Class 7 contains 35684 members 
Mstep: Class 8 contains 32114 members 
Mstep: Class 9 contains 9465 members 
Mstep: Class 10 contains 55026 members 
Mstep: Class 11 contains 106509 members 
Mstep: Class 12 contains 244226 members 
Mstep: Class 13 contains 22071 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 129247 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 118349 members 
Mstep: Class 18 contains 22855 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9245 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 168290 members 
Mstep: Class 23 contains 13562 members 
Mstep: Class 24 contains 34847 members 
Mstep: Class 25 contains 3597 members 
Mstep: Class 26 contains 197967 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 40784 members 
Mstep: Class 30 contains 223909 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38172 members 
Mstep: Class 33 contains 14212 members 
Mstep: Class 34 contains 8316 members 
Mstep: Class 35 contains 58742 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12130 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984704.000000 Penalty: 143991.093750
Iteration 248Q: 41 clusters Score -2.259847e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 60741 members 
Mstep: Class 3 contains 12669 members 
Mstep: Class 4 contains 41501 members 
Mstep: Class 5 contains 23482 members 
Mstep: Class 6 contains 178845 members 
Mstep: Class 7 contains 35691 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 9533 members 
Mstep: Class 10 contains 55019 members 
Mstep: Class 11 contains 106458 members 
Mstep: Class 12 contains 244251 members 
Mstep: Class 13 contains 22072 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 129688 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 118326 members 
Mstep: Class 18 contains 22839 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9247 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 168292 members 
Mstep: Class 23 contains 13548 members 
Mstep: Class 24 contains 34838 members 
Mstep: Class 25 contains 3600 members 
Mstep: Class 26 contains 197664 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 40689 members 
Mstep: Class 30 contains 223897 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38156 members 
Mstep: Class 33 contains 14128 members 
Mstep: Class 34 contains 8325 members 
Mstep: Class 35 contains 58725 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12130 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984704.000000 Penalty: 143991.093750
Iteration 249Q: 41 clusters Score -2.259847e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 60738 members 
Mstep: Class 3 contains 12726 members 
Mstep: Class 4 contains 41502 members 
Mstep: Class 5 contains 23480 members 
Mstep: Class 6 contains 178825 members 
Mstep: Class 7 contains 35697 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 9598 members 
Mstep: Class 10 contains 55019 members 
Mstep: Class 11 contains 106415 members 
Mstep: Class 12 contains 244259 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 130121 members 
Mstep: Class 16 contains 24002 members 
Mstep: Class 17 contains 118315 members 
Mstep: Class 18 contains 22807 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9249 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 168274 members 
Mstep: Class 23 contains 13533 members 
Mstep: Class 24 contains 34845 members 
Mstep: Class 25 contains 3603 members 
Mstep: Class 26 contains 197386 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 9761 members 
Mstep: Class 29 contains 40600 members 
Mstep: Class 30 contains 223892 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38130 members 
Mstep: Class 33 contains 14042 members 
Mstep: Class 34 contains 8333 members 
Mstep: Class 35 contains 58707 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12129 members 
Mstep: Class 39 contains 1387 members 
Mstep: Class 40 contains 13837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984960.000000 Penalty: 143991.093750
Iteration 250Q: 41 clusters Score -2.25985e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 60735 members 
Mstep: Class 3 contains 12781 members 
Mstep: Class 4 contains 41500 members 
Mstep: Class 5 contains 23475 members 
Mstep: Class 6 contains 178809 members 
Mstep: Class 7 contains 35702 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 9651 members 
Mstep: Class 10 contains 55020 members 
Mstep: Class 11 contains 106376 members 
Mstep: Class 12 contains 244270 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 130583 members 
Mstep: Class 16 contains 24002 members 
Mstep: Class 17 contains 118293 members 
Mstep: Class 18 contains 22787 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 168279 members 
Mstep: Class 23 contains 13518 members 
Mstep: Class 24 contains 34843 members 
Mstep: Class 25 contains 3606 members 
Mstep: Class 26 contains 197082 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 9761 members 
Mstep: Class 29 contains 40483 members 
Mstep: Class 30 contains 223903 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38129 members 
Mstep: Class 33 contains 13965 members 
Mstep: Class 34 contains 8339 members 
Mstep: Class 35 contains 58692 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12128 members 
Mstep: Class 39 contains 1387 members 
Mstep: Class 40 contains 13843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984960.000000 Penalty: 143991.093750
Iteration 251Q: 41 clusters Score -2.25985e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 60734 members 
Mstep: Class 3 contains 12819 members 
Mstep: Class 4 contains 41498 members 
Mstep: Class 5 contains 23471 members 
Mstep: Class 6 contains 178796 members 
Mstep: Class 7 contains 35704 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 9704 members 
Mstep: Class 10 contains 55015 members 
Mstep: Class 11 contains 106352 members 
Mstep: Class 12 contains 244272 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 130992 members 
Mstep: Class 16 contains 24001 members 
Mstep: Class 17 contains 118280 members 
Mstep: Class 18 contains 22764 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 7927 members 
Mstep: Class 22 contains 168296 members 
Mstep: Class 23 contains 13509 members 
Mstep: Class 24 contains 34849 members 
Mstep: Class 25 contains 3611 members 
Mstep: Class 26 contains 196793 members 
Mstep: Class 27 contains 6532 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 40392 members 
Mstep: Class 30 contains 223894 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38133 members 
Mstep: Class 33 contains 13904 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 58679 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12125 members 
Mstep: Class 39 contains 1387 members 
Mstep: Class 40 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984944.000000 Penalty: 143991.093750
Iteration 252Q: 41 clusters Score -2.259849e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 60728 members 
Mstep: Class 3 contains 12869 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23462 members 
Mstep: Class 6 contains 178796 members 
Mstep: Class 7 contains 35707 members 
Mstep: Class 8 contains 32110 members 
Mstep: Class 9 contains 9752 members 
Mstep: Class 10 contains 55012 members 
Mstep: Class 11 contains 106314 members 
Mstep: Class 12 contains 244280 members 
Mstep: Class 13 contains 22076 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 131362 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 118282 members 
Mstep: Class 18 contains 22737 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9250 members 
Mstep: Class 21 contains 7927 members 
Mstep: Class 22 contains 168319 members 
Mstep: Class 23 contains 13506 members 
Mstep: Class 24 contains 34845 members 
Mstep: Class 25 contains 3615 members 
Mstep: Class 26 contains 196531 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 9763 members 
Mstep: Class 29 contains 40303 members 
Mstep: Class 30 contains 223899 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38131 members 
Mstep: Class 33 contains 13835 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 58662 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12122 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985232.000000 Penalty: 143991.093750
Iteration 253Q: 41 clusters Score -2.259852e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 60726 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23462 members 
Mstep: Class 6 contains 178813 members 
Mstep: Class 7 contains 35707 members 
Mstep: Class 8 contains 32110 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 10 contains 55008 members 
Mstep: Class 11 contains 106273 members 
Mstep: Class 12 contains 244288 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 131732 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 118276 members 
Mstep: Class 18 contains 22720 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9251 members 
Mstep: Class 21 contains 7930 members 
Mstep: Class 22 contains 168325 members 
Mstep: Class 23 contains 13502 members 
Mstep: Class 24 contains 34825 members 
Mstep: Class 25 contains 3615 members 
Mstep: Class 26 contains 196293 members 
Mstep: Class 27 contains 6533 members 
Mstep: Class 28 contains 9765 members 
Mstep: Class 29 contains 40203 members 
Mstep: Class 30 contains 223904 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38130 members 
Mstep: Class 33 contains 13780 members 
Mstep: Class 34 contains 8340 members 
Mstep: Class 35 contains 58651 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12121 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985296.000000 Penalty: 143991.093750
Iteration 254Q: 41 clusters Score -2.259853e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 60726 members 
Mstep: Class 3 contains 12949 members 
Mstep: Class 4 contains 41498 members 
Mstep: Class 5 contains 23466 members 
Mstep: Class 6 contains 178815 members 
Mstep: Class 7 contains 35709 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 9845 members 
Mstep: Class 10 contains 55003 members 
Mstep: Class 11 contains 106243 members 
Mstep: Class 12 contains 244289 members 
Mstep: Class 13 contains 22078 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 132040 members 
Mstep: Class 16 contains 24005 members 
Mstep: Class 17 contains 118270 members 
Mstep: Class 18 contains 22707 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 9253 members 
Mstep: Class 21 contains 7928 members 
Mstep: Class 22 contains 168330 members 
Mstep: Class 23 contains 13501 members 
Mstep: Class 24 contains 34814 members 
Mstep: Class 25 contains 3619 members 
Mstep: Class 26 contains 196093 members 
Mstep: Class 27 contains 6536 members 
Mstep: Class 28 contains 9766 members 
Mstep: Class 29 contains 40112 members 
Mstep: Class 30 contains 223905 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38114 members 
Mstep: Class 33 contains 13719 members 
Mstep: Class 34 contains 8341 members 
Mstep: Class 35 contains 58647 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12116 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985136.000000 Penalty: 143991.093750
Iteration 255Q: 41 clusters Score -2.259851e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 60718 members 
Mstep: Class 3 contains 12985 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23466 members 
Mstep: Class 6 contains 178813 members 
Mstep: Class 7 contains 35712 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 9898 members 
Mstep: Class 10 contains 54997 members 
Mstep: Class 11 contains 106228 members 
Mstep: Class 12 contains 244301 members 
Mstep: Class 13 contains 22079 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 132376 members 
Mstep: Class 16 contains 24001 members 
Mstep: Class 17 contains 118256 members 
Mstep: Class 18 contains 22686 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7926 members 
Mstep: Class 22 contains 168329 members 
Mstep: Class 23 contains 13496 members 
Mstep: Class 24 contains 34801 members 
Mstep: Class 25 contains 3622 members 
Mstep: Class 26 contains 195902 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 9761 members 
Mstep: Class 29 contains 40025 members 
Mstep: Class 30 contains 223902 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38101 members 
Mstep: Class 33 contains 13663 members 
Mstep: Class 34 contains 8338 members 
Mstep: Class 35 contains 58639 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12112 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984944.000000 Penalty: 143991.093750
Iteration 256Q: 41 clusters Score -2.259849e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 60715 members 
Mstep: Class 3 contains 13020 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23463 members 
Mstep: Class 6 contains 178817 members 
Mstep: Class 7 contains 35713 members 
Mstep: Class 8 contains 32109 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 54988 members 
Mstep: Class 11 contains 106204 members 
Mstep: Class 12 contains 244308 members 
Mstep: Class 13 contains 22077 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 132693 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 118253 members 
Mstep: Class 18 contains 22673 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7928 members 
Mstep: Class 22 contains 168326 members 
Mstep: Class 23 contains 13485 members 
Mstep: Class 24 contains 34791 members 
Mstep: Class 25 contains 3625 members 
Mstep: Class 26 contains 195705 members 
Mstep: Class 27 contains 6536 members 
Mstep: Class 28 contains 9754 members 
Mstep: Class 29 contains 39954 members 
Mstep: Class 30 contains 223908 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38102 members 
Mstep: Class 33 contains 13612 members 
Mstep: Class 34 contains 8340 members 
Mstep: Class 35 contains 58630 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12110 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984848.000000 Penalty: 143991.093750
Iteration 257Q: 41 clusters Score -2.259848e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 60713 members 
Mstep: Class 3 contains 13061 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23458 members 
Mstep: Class 6 contains 178823 members 
Mstep: Class 7 contains 35714 members 
Mstep: Class 8 contains 32113 members 
Mstep: Class 9 contains 9975 members 
Mstep: Class 10 contains 54982 members 
Mstep: Class 11 contains 106188 members 
Mstep: Class 12 contains 244298 members 
Mstep: Class 13 contains 22079 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 133002 members 
Mstep: Class 16 contains 24007 members 
Mstep: Class 17 contains 118243 members 
Mstep: Class 18 contains 22661 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 168331 members 
Mstep: Class 23 contains 13479 members 
Mstep: Class 24 contains 34793 members 
Mstep: Class 25 contains 3627 members 
Mstep: Class 26 contains 195508 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 9755 members 
Mstep: Class 29 contains 39877 members 
Mstep: Class 30 contains 223917 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38089 members 
Mstep: Class 33 contains 13547 members 
Mstep: Class 34 contains 8348 members 
Mstep: Class 35 contains 58625 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12105 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984704.000000 Penalty: 143991.093750
Iteration 258Q: 41 clusters Score -2.259847e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 60711 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 23452 members 
Mstep: Class 6 contains 178815 members 
Mstep: Class 7 contains 35715 members 
Mstep: Class 8 contains 32114 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 54971 members 
Mstep: Class 11 contains 106171 members 
Mstep: Class 12 contains 244303 members 
Mstep: Class 13 contains 22077 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 133296 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 118238 members 
Mstep: Class 18 contains 22642 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168329 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 34794 members 
Mstep: Class 25 contains 3630 members 
Mstep: Class 26 contains 195317 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 9754 members 
Mstep: Class 29 contains 39820 members 
Mstep: Class 30 contains 223921 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38086 members 
Mstep: Class 33 contains 13494 members 
Mstep: Class 34 contains 8355 members 
Mstep: Class 35 contains 58617 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12102 members 
Mstep: Class 39 contains 1387 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984800.000000 Penalty: 143991.093750
Iteration 259Q: 41 clusters Score -2.259848e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 60707 members 
Mstep: Class 3 contains 13130 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 23445 members 
Mstep: Class 6 contains 178811 members 
Mstep: Class 7 contains 35717 members 
Mstep: Class 8 contains 32117 members 
Mstep: Class 9 contains 10029 members 
Mstep: Class 10 contains 54970 members 
Mstep: Class 11 contains 106159 members 
Mstep: Class 12 contains 244308 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 133550 members 
Mstep: Class 16 contains 24014 members 
Mstep: Class 17 contains 118241 members 
Mstep: Class 18 contains 22631 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168324 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 34793 members 
Mstep: Class 25 contains 3632 members 
Mstep: Class 26 contains 195144 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 9754 members 
Mstep: Class 29 contains 39765 members 
Mstep: Class 30 contains 223917 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38092 members 
Mstep: Class 33 contains 13448 members 
Mstep: Class 34 contains 8356 members 
Mstep: Class 35 contains 58603 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12100 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984576.000000 Penalty: 143991.093750
Iteration 260F: 41 clusters Score -2.259846e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 60704 members 
Mstep: Class 3 contains 13156 members 
Mstep: Class 4 contains 41489 members 
Mstep: Class 5 contains 23442 members 
Mstep: Class 6 contains 178813 members 
Mstep: Class 7 contains 35720 members 
Mstep: Class 8 contains 32120 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 54968 members 
Mstep: Class 11 contains 106144 members 
Mstep: Class 12 contains 244315 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 133792 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 118238 members 
Mstep: Class 18 contains 22625 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9256 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168317 members 
Mstep: Class 23 contains 13475 members 
Mstep: Class 24 contains 34785 members 
Mstep: Class 25 contains 3636 members 
Mstep: Class 26 contains 194988 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9756 members 
Mstep: Class 29 contains 39712 members 
Mstep: Class 30 contains 223916 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38080 members 
Mstep: Class 33 contains 13405 members 
Mstep: Class 34 contains 8359 members 
Mstep: Class 35 contains 58594 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12095 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984608.000000 Penalty: 143991.093750
Iteration 261Q: 41 clusters Score -2.259846e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 60703 members 
Mstep: Class 3 contains 13180 members 
Mstep: Class 4 contains 41487 members 
Mstep: Class 5 contains 23446 members 
Mstep: Class 6 contains 178809 members 
Mstep: Class 7 contains 35721 members 
Mstep: Class 8 contains 32125 members 
Mstep: Class 9 contains 10069 members 
Mstep: Class 10 contains 54963 members 
Mstep: Class 11 contains 106123 members 
Mstep: Class 12 contains 244336 members 
Mstep: Class 13 contains 22073 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 133994 members 
Mstep: Class 16 contains 24020 members 
Mstep: Class 17 contains 118228 members 
Mstep: Class 18 contains 22615 members 
Mstep: Class 19 contains 14421 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 168320 members 
Mstep: Class 23 contains 13466 members 
Mstep: Class 24 contains 34785 members 
Mstep: Class 25 contains 3638 members 
Mstep: Class 26 contains 194863 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9758 members 
Mstep: Class 29 contains 39668 members 
Mstep: Class 30 contains 223913 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38072 members 
Mstep: Class 33 contains 13370 members 
Mstep: Class 34 contains 8369 members 
Mstep: Class 35 contains 58586 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12092 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984416.000000 Penalty: 143991.093750
Iteration 262Q: 41 clusters Score -2.259844e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 60704 members 
Mstep: Class 3 contains 13201 members 
Mstep: Class 4 contains 41486 members 
Mstep: Class 5 contains 23442 members 
Mstep: Class 6 contains 178811 members 
Mstep: Class 7 contains 35722 members 
Mstep: Class 8 contains 32126 members 
Mstep: Class 9 contains 10082 members 
Mstep: Class 10 contains 54959 members 
Mstep: Class 11 contains 106110 members 
Mstep: Class 12 contains 244345 members 
Mstep: Class 13 contains 22075 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 134199 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 118229 members 
Mstep: Class 18 contains 22609 members 
Mstep: Class 19 contains 14421 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 168315 members 
Mstep: Class 23 contains 13462 members 
Mstep: Class 24 contains 34782 members 
Mstep: Class 25 contains 3640 members 
Mstep: Class 26 contains 194712 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 39632 members 
Mstep: Class 30 contains 223916 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38058 members 
Mstep: Class 33 contains 13349 members 
Mstep: Class 34 contains 8372 members 
Mstep: Class 35 contains 58585 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12085 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984416.000000 Penalty: 143991.093750
Iteration 263Q: 41 clusters Score -2.259844e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 60702 members 
Mstep: Class 3 contains 13220 members 
Mstep: Class 4 contains 41487 members 
Mstep: Class 5 contains 23437 members 
Mstep: Class 6 contains 178817 members 
Mstep: Class 7 contains 35721 members 
Mstep: Class 8 contains 32122 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 54957 members 
Mstep: Class 11 contains 106096 members 
Mstep: Class 12 contains 244355 members 
Mstep: Class 13 contains 22074 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 134414 members 
Mstep: Class 16 contains 24018 members 
Mstep: Class 17 contains 118227 members 
Mstep: Class 18 contains 22606 members 
Mstep: Class 19 contains 14421 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168317 members 
Mstep: Class 23 contains 13464 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 194552 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 39602 members 
Mstep: Class 30 contains 223921 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38040 members 
Mstep: Class 33 contains 13333 members 
Mstep: Class 34 contains 8374 members 
Mstep: Class 35 contains 58586 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12080 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984672.000000 Penalty: 143991.093750
Iteration 264Q: 41 clusters Score -2.259847e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 60698 members 
Mstep: Class 3 contains 13230 members 
Mstep: Class 4 contains 41489 members 
Mstep: Class 5 contains 23431 members 
Mstep: Class 6 contains 178817 members 
Mstep: Class 7 contains 35722 members 
Mstep: Class 8 contains 32120 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 10 contains 54961 members 
Mstep: Class 11 contains 106083 members 
Mstep: Class 12 contains 244362 members 
Mstep: Class 13 contains 22073 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 134650 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 118229 members 
Mstep: Class 18 contains 22598 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 168331 members 
Mstep: Class 23 contains 13463 members 
Mstep: Class 24 contains 34777 members 
Mstep: Class 25 contains 3641 members 
Mstep: Class 26 contains 194368 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 39571 members 
Mstep: Class 30 contains 223922 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38014 members 
Mstep: Class 33 contains 13314 members 
Mstep: Class 34 contains 8380 members 
Mstep: Class 35 contains 58589 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12073 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984672.000000 Penalty: 143991.093750
Iteration 265Q: 41 clusters Score -2.259847e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 60693 members 
Mstep: Class 3 contains 13251 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 23424 members 
Mstep: Class 6 contains 178816 members 
Mstep: Class 7 contains 35724 members 
Mstep: Class 8 contains 32122 members 
Mstep: Class 9 contains 10117 members 
Mstep: Class 10 contains 54961 members 
Mstep: Class 11 contains 106061 members 
Mstep: Class 12 contains 244371 members 
Mstep: Class 13 contains 22073 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 134882 members 
Mstep: Class 16 contains 24022 members 
Mstep: Class 17 contains 118222 members 
Mstep: Class 18 contains 22589 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 168340 members 
Mstep: Class 23 contains 13463 members 
Mstep: Class 24 contains 34779 members 
Mstep: Class 25 contains 3643 members 
Mstep: Class 26 contains 194197 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 39542 members 
Mstep: Class 30 contains 223915 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 38008 members 
Mstep: Class 33 contains 13300 members 
Mstep: Class 34 contains 8384 members 
Mstep: Class 35 contains 58580 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12065 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984880.000000 Penalty: 143991.093750
Iteration 266Q: 41 clusters Score -2.259849e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 60691 members 
Mstep: Class 3 contains 13267 members 
Mstep: Class 4 contains 41489 members 
Mstep: Class 5 contains 23422 members 
Mstep: Class 6 contains 178814 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32116 members 
Mstep: Class 9 contains 10126 members 
Mstep: Class 10 contains 54959 members 
Mstep: Class 11 contains 106044 members 
Mstep: Class 12 contains 244373 members 
Mstep: Class 13 contains 22073 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 135117 members 
Mstep: Class 16 contains 24023 members 
Mstep: Class 17 contains 118207 members 
Mstep: Class 18 contains 22578 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 168356 members 
Mstep: Class 23 contains 13457 members 
Mstep: Class 24 contains 34780 members 
Mstep: Class 25 contains 3646 members 
Mstep: Class 26 contains 194016 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9761 members 
Mstep: Class 29 contains 39523 members 
Mstep: Class 30 contains 223925 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37997 members 
Mstep: Class 33 contains 13290 members 
Mstep: Class 34 contains 8382 members 
Mstep: Class 35 contains 58573 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12064 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984912.000000 Penalty: 143991.093750
Iteration 267Q: 41 clusters Score -2.259849e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 60690 members 
Mstep: Class 3 contains 13280 members 
Mstep: Class 4 contains 41487 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 178812 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 10136 members 
Mstep: Class 10 contains 54963 members 
Mstep: Class 11 contains 106041 members 
Mstep: Class 12 contains 244376 members 
Mstep: Class 13 contains 22073 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 135352 members 
Mstep: Class 16 contains 24026 members 
Mstep: Class 17 contains 118195 members 
Mstep: Class 18 contains 22565 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 168355 members 
Mstep: Class 23 contains 13454 members 
Mstep: Class 24 contains 34778 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 193834 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 39511 members 
Mstep: Class 30 contains 223934 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37987 members 
Mstep: Class 33 contains 13272 members 
Mstep: Class 34 contains 8382 members 
Mstep: Class 35 contains 58566 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12062 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984656.000000 Penalty: 143991.093750
Iteration 268Q: 41 clusters Score -2.259847e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 60689 members 
Mstep: Class 3 contains 13296 members 
Mstep: Class 4 contains 41483 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178816 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32107 members 
Mstep: Class 9 contains 10143 members 
Mstep: Class 10 contains 54960 members 
Mstep: Class 11 contains 106029 members 
Mstep: Class 12 contains 244381 members 
Mstep: Class 13 contains 22072 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 135572 members 
Mstep: Class 16 contains 24028 members 
Mstep: Class 17 contains 118193 members 
Mstep: Class 18 contains 22556 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13449 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 193659 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 39502 members 
Mstep: Class 30 contains 223936 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37976 members 
Mstep: Class 33 contains 13253 members 
Mstep: Class 34 contains 8384 members 
Mstep: Class 35 contains 58552 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12060 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984912.000000 Penalty: 143991.093750
Iteration 269Q: 41 clusters Score -2.259849e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 60690 members 
Mstep: Class 3 contains 13311 members 
Mstep: Class 4 contains 41479 members 
Mstep: Class 5 contains 23414 members 
Mstep: Class 6 contains 178821 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32104 members 
Mstep: Class 9 contains 10155 members 
Mstep: Class 10 contains 54961 members 
Mstep: Class 11 contains 106010 members 
Mstep: Class 12 contains 244376 members 
Mstep: Class 13 contains 22068 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 135802 members 
Mstep: Class 16 contains 24028 members 
Mstep: Class 17 contains 118185 members 
Mstep: Class 18 contains 22548 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168372 members 
Mstep: Class 23 contains 13446 members 
Mstep: Class 24 contains 34774 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 193495 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9762 members 
Mstep: Class 29 contains 39481 members 
Mstep: Class 30 contains 223936 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37961 members 
Mstep: Class 33 contains 13237 members 
Mstep: Class 34 contains 8381 members 
Mstep: Class 35 contains 58542 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12060 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984896.000000 Penalty: 143991.093750
Iteration 270Q: 41 clusters Score -2.259849e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 60690 members 
Mstep: Class 3 contains 13321 members 
Mstep: Class 4 contains 41476 members 
Mstep: Class 5 contains 23414 members 
Mstep: Class 6 contains 178827 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32102 members 
Mstep: Class 9 contains 10170 members 
Mstep: Class 10 contains 54966 members 
Mstep: Class 11 contains 105997 members 
Mstep: Class 12 contains 244372 members 
Mstep: Class 13 contains 22061 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 136042 members 
Mstep: Class 16 contains 24031 members 
Mstep: Class 17 contains 118176 members 
Mstep: Class 18 contains 22541 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168371 members 
Mstep: Class 23 contains 13441 members 
Mstep: Class 24 contains 34774 members 
Mstep: Class 25 contains 3648 members 
Mstep: Class 26 contains 193329 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9763 members 
Mstep: Class 29 contains 39462 members 
Mstep: Class 30 contains 223937 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37942 members 
Mstep: Class 33 contains 13217 members 
Mstep: Class 34 contains 8384 members 
Mstep: Class 35 contains 58531 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12057 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985120.000000 Penalty: 143991.093750
Iteration 271Q: 41 clusters Score -2.259851e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 60689 members 
Mstep: Class 3 contains 13332 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178830 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32105 members 
Mstep: Class 9 contains 10187 members 
Mstep: Class 10 contains 54968 members 
Mstep: Class 11 contains 105985 members 
Mstep: Class 12 contains 244371 members 
Mstep: Class 13 contains 22060 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 136277 members 
Mstep: Class 16 contains 24035 members 
Mstep: Class 17 contains 118163 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 168377 members 
Mstep: Class 23 contains 13436 members 
Mstep: Class 24 contains 34773 members 
Mstep: Class 25 contains 3649 members 
Mstep: Class 26 contains 193154 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9761 members 
Mstep: Class 29 contains 39444 members 
Mstep: Class 30 contains 223937 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37925 members 
Mstep: Class 33 contains 13204 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 58517 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12055 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985152.000000 Penalty: 143991.093750
Iteration 272Q: 41 clusters Score -2.259852e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 60689 members 
Mstep: Class 3 contains 13335 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178836 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32105 members 
Mstep: Class 9 contains 10193 members 
Mstep: Class 10 contains 54970 members 
Mstep: Class 11 contains 105968 members 
Mstep: Class 12 contains 244376 members 
Mstep: Class 13 contains 22060 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 136493 members 
Mstep: Class 16 contains 24039 members 
Mstep: Class 17 contains 118156 members 
Mstep: Class 18 contains 22511 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168384 members 
Mstep: Class 23 contains 13434 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 3649 members 
Mstep: Class 26 contains 192995 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 39427 members 
Mstep: Class 30 contains 223933 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37902 members 
Mstep: Class 33 contains 13189 members 
Mstep: Class 34 contains 8391 members 
Mstep: Class 35 contains 58517 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12054 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984816.000000 Penalty: 143991.093750
Iteration 273Q: 41 clusters Score -2.259848e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13342 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178836 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10205 members 
Mstep: Class 10 contains 54964 members 
Mstep: Class 11 contains 105962 members 
Mstep: Class 12 contains 244378 members 
Mstep: Class 13 contains 22057 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 136703 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 118153 members 
Mstep: Class 18 contains 22500 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168383 members 
Mstep: Class 23 contains 13433 members 
Mstep: Class 24 contains 34774 members 
Mstep: Class 25 contains 3649 members 
Mstep: Class 26 contains 192849 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39395 members 
Mstep: Class 30 contains 223934 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37896 members 
Mstep: Class 33 contains 13173 members 
Mstep: Class 34 contains 8391 members 
Mstep: Class 35 contains 58512 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12053 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984800.000000 Penalty: 143991.093750
Iteration 274Q: 41 clusters Score -2.259848e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 60687 members 
Mstep: Class 3 contains 13350 members 
Mstep: Class 4 contains 41479 members 
Mstep: Class 5 contains 23407 members 
Mstep: Class 6 contains 178838 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32109 members 
Mstep: Class 9 contains 10211 members 
Mstep: Class 10 contains 54965 members 
Mstep: Class 11 contains 105954 members 
Mstep: Class 12 contains 244383 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 136919 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 118146 members 
Mstep: Class 18 contains 22486 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7921 members 
Mstep: Class 22 contains 168381 members 
Mstep: Class 23 contains 13432 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 3649 members 
Mstep: Class 26 contains 192710 members 
Mstep: Class 27 contains 6542 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39367 members 
Mstep: Class 30 contains 223932 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37875 members 
Mstep: Class 33 contains 13159 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 58506 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12051 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984592.000000 Penalty: 143991.093750
Iteration 275Q: 41 clusters Score -2.259846e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 60685 members 
Mstep: Class 3 contains 13366 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 23402 members 
Mstep: Class 6 contains 178841 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32106 members 
Mstep: Class 9 contains 10218 members 
Mstep: Class 10 contains 54961 members 
Mstep: Class 11 contains 105947 members 
Mstep: Class 12 contains 244388 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137113 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 118137 members 
Mstep: Class 18 contains 22470 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13426 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 3650 members 
Mstep: Class 26 contains 192610 members 
Mstep: Class 27 contains 6542 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39332 members 
Mstep: Class 30 contains 223931 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37855 members 
Mstep: Class 33 contains 13145 members 
Mstep: Class 34 contains 8388 members 
Mstep: Class 35 contains 58495 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984848.000000 Penalty: 143991.093750
Iteration 276Q: 41 clusters Score -2.259848e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 60683 members 
Mstep: Class 3 contains 13373 members 
Mstep: Class 4 contains 41475 members 
Mstep: Class 5 contains 23401 members 
Mstep: Class 6 contains 178841 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32109 members 
Mstep: Class 9 contains 10226 members 
Mstep: Class 10 contains 54958 members 
Mstep: Class 11 contains 105945 members 
Mstep: Class 12 contains 244398 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137326 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 118122 members 
Mstep: Class 18 contains 22455 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7919 members 
Mstep: Class 22 contains 168397 members 
Mstep: Class 23 contains 13423 members 
Mstep: Class 24 contains 34773 members 
Mstep: Class 25 contains 3650 members 
Mstep: Class 26 contains 192470 members 
Mstep: Class 27 contains 6542 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39308 members 
Mstep: Class 30 contains 223926 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37839 members 
Mstep: Class 33 contains 13127 members 
Mstep: Class 34 contains 8390 members 
Mstep: Class 35 contains 58490 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985184.000000 Penalty: 143991.093750
Iteration 277Q: 41 clusters Score -2.259852e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13381 members 
Mstep: Class 4 contains 41478 members 
Mstep: Class 5 contains 23400 members 
Mstep: Class 6 contains 178844 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32107 members 
Mstep: Class 9 contains 10229 members 
Mstep: Class 10 contains 54953 members 
Mstep: Class 11 contains 105934 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22051 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137546 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 118108 members 
Mstep: Class 18 contains 22442 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168398 members 
Mstep: Class 23 contains 13422 members 
Mstep: Class 24 contains 34773 members 
Mstep: Class 25 contains 3650 members 
Mstep: Class 26 contains 192323 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9760 members 
Mstep: Class 29 contains 39285 members 
Mstep: Class 30 contains 223931 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37822 members 
Mstep: Class 33 contains 13105 members 
Mstep: Class 34 contains 8396 members 
Mstep: Class 35 contains 58484 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985056.000000 Penalty: 143991.093750
Iteration 278Q: 41 clusters Score -2.259851e+08 nChanged 383
Entering ConstructFrom: 
Score: -225985056.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Entering Unmasked Estep 
Score: -1825168.875000 Penalty: 2401.946777
	Iteration 0F: 2 clusters Score -1825169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1813710.250000 Penalty: 4803.893555
	Iteration 0F: 3 clusters Score -1813710 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1817556.750000 Penalty: 4803.893555
	Iteration 1F: 3 clusters Score -1817557 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1818055.000000 Penalty: 4803.893555
	Iteration 2F: 3 clusters Score -1818055 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1818589.625000 Penalty: 4803.893555
	Iteration 3F: 3 clusters Score -1818590 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1819239.125000 Penalty: 4803.893555
	Iteration 4F: 3 clusters Score -1819239 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1820083.500000 Penalty: 4803.893555
	Iteration 5F: 3 clusters Score -1820084 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1821009.750000 Penalty: 4803.893555
	Iteration 6F: 3 clusters Score -1821010 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1821670.250000 Penalty: 4803.893555
	Iteration 7F: 3 clusters Score -1821670 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1822116.875000 Penalty: 4803.893555
	Iteration 8Q: 3 clusters Score -1822117 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1822450.625000 Penalty: 4803.893555
	Iteration 9Q: 3 clusters Score -1822451 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1822686.125000 Penalty: 4803.893555
	Iteration 10Q: 3 clusters Score -1822686 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1822896.500000 Penalty: 4803.893555
	Iteration 11Q: 3 clusters Score -1822896 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1823064.250000 Penalty: 4803.893555
	Iteration 12Q: 3 clusters Score -1823064 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1823184.125000 Penalty: 4803.893555
	Iteration 13Q: 3 clusters Score -1823184 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1823282.625000 Penalty: 4803.893555
	Iteration 14Q: 3 clusters Score -1823283 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1823352.125000 Penalty: 4803.893555
	Iteration 15Q: 3 clusters Score -1823352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1823401.875000 Penalty: 4803.893555
	Iteration 16Q: 3 clusters Score -1823402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1823441.000000 Penalty: 4803.893555
	Iteration 17Q: 3 clusters Score -1823441 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1823469.375000 Penalty: 4803.893555
	Iteration 18Q: 3 clusters Score -1823469 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1823504.625000 Penalty: 4803.893555
	Iteration 19Q: 3 clusters Score -1823505 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1823537.375000 Penalty: 4803.893555
	Iteration 20F: 3 clusters Score -1823537 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1823579.875000 Penalty: 4803.893555
	Iteration 21Q: 3 clusters Score -1823580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1823620.625000 Penalty: 4803.893555
	Iteration 22Q: 3 clusters Score -1823621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1823661.000000 Penalty: 4803.893555
	Iteration 23Q: 3 clusters Score -1823661 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1823693.125000 Penalty: 4803.893555
	Iteration 24Q: 3 clusters Score -1823693 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1823725.750000 Penalty: 4803.893555
	Iteration 25Q: 3 clusters Score -1823726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1823741.875000 Penalty: 4803.893555
	Iteration 26Q: 3 clusters Score -1823742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1823765.375000 Penalty: 4803.893555
	Iteration 27Q: 3 clusters Score -1823765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1823777.500000 Penalty: 4803.893555
	Iteration 28Q: 3 clusters Score -1823778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1823782.625000 Penalty: 4803.893555
	Iteration 29Q: 3 clusters Score -1823783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1823788.000000 Penalty: 4803.893555
	Iteration 30Q: 3 clusters Score -1823788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1823794.750000 Penalty: 4803.893555
	Iteration 31Q: 3 clusters Score -1823795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1823802.250000 Penalty: 4803.893555
	Iteration 32Q: 3 clusters Score -1823802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1823806.875000 Penalty: 4803.893555
	Iteration 33Q: 3 clusters Score -1823807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1823811.625000 Penalty: 4803.893555
	Iteration 34Q: 3 clusters Score -1823812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1823811.375000 Penalty: 4803.893555
	Iteration 35Q: 3 clusters Score -1823811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1823811.125000 Penalty: 4803.893555
	Iteration 36Q: 3 clusters Score -1823811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1823810.250000 Penalty: 4803.893555
	Iteration 37Q: 3 clusters Score -1823810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1823811.125000 Penalty: 4803.893555
	Iteration 38Q: 3 clusters Score -1823811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1823816.750000 Penalty: 4803.893555
	Iteration 39Q: 3 clusters Score -1823817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1823818.625000 Penalty: 4803.893555
	Iteration 40F: 3 clusters Score -1823819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1823817.500000 Penalty: 4803.893555
	Iteration 41Q: 3 clusters Score -1823818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1823824.250000 Penalty: 4803.893555
	Iteration 42Q: 3 clusters Score -1823824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1823822.500000 Penalty: 4803.893555
	Iteration 43Q: 3 clusters Score -1823822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1823824.000000 Penalty: 4803.893555
	Iteration 44Q: 3 clusters Score -1823824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1823823.875000 Penalty: 4803.893555
	Iteration 45Q: 3 clusters Score -1823824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1823826.750000 Penalty: 4803.893555
	Iteration 46Q: 3 clusters Score -1823827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1823827.375000 Penalty: 4803.893555
	Iteration 47Q: 3 clusters Score -1823827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1823826.250000 Penalty: 4803.893555
	Iteration 48Q: 3 clusters Score -1823826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1823826.375000 Penalty: 4803.893555
	Iteration 49Q: 3 clusters Score -1823826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1823826.375000 Penalty: 4803.893555
	Iteration 50F: 3 clusters Score -1823826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Entering Unmasked Estep 
Score: -7037753.500000 Penalty: 2731.340332
	Iteration 0F: 2 clusters Score -7037754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -6996978.500000 Penalty: 5462.680664
	Iteration 0F: 3 clusters Score -6996978 nChanged 28251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -7012988.000000 Penalty: 5462.680664
	Iteration 1F: 3 clusters Score -7012988 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -7014305.000000 Penalty: 5462.680664
	Iteration 2Q: 3 clusters Score -7014305 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -7016575.500000 Penalty: 5462.680664
	Iteration 3F: 3 clusters Score -7016576 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -7019963.000000 Penalty: 5462.680664
	Iteration 4F: 3 clusters Score -7019963 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -7023528.000000 Penalty: 5462.680664
	Iteration 5F: 3 clusters Score -7023528 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -7026443.000000 Penalty: 5462.680664
	Iteration 6F: 3 clusters Score -7026443 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -7028503.500000 Penalty: 5462.680664
	Iteration 7F: 3 clusters Score -7028504 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -7030040.000000 Penalty: 5462.680664
	Iteration 8Q: 3 clusters Score -7030040 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -7031194.500000 Penalty: 5462.680664
	Iteration 9Q: 3 clusters Score -7031194 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -7032193.000000 Penalty: 5462.680664
	Iteration 10Q: 3 clusters Score -7032193 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -7033061.000000 Penalty: 5462.680664
	Iteration 11Q: 3 clusters Score -7033061 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -7033811.500000 Penalty: 5462.680664
	Iteration 12Q: 3 clusters Score -7033812 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -7034366.000000 Penalty: 5462.680664
	Iteration 13Q: 3 clusters Score -7034366 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 57698 members 
Entering Unmasked Estep 
Score: -7034794.500000 Penalty: 5462.680664
	Iteration 14Q: 3 clusters Score -7034794 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 58258 members 
Entering Unmasked Estep 
Score: -7035093.500000 Penalty: 5462.680664
	Iteration 15Q: 3 clusters Score -7035094 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -7035331.000000 Penalty: 5462.680664
	Iteration 16Q: 3 clusters Score -7035331 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 58922 members 
Entering Unmasked Estep 
Score: -7035500.500000 Penalty: 5462.680664
	Iteration 17Q: 3 clusters Score -7035500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 59109 members 
Entering Unmasked Estep 
Score: -7035594.000000 Penalty: 5462.680664
	Iteration 18Q: 3 clusters Score -7035594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -7035684.000000 Penalty: 5462.680664
	Iteration 19Q: 3 clusters Score -7035684 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -7035746.500000 Penalty: 5462.680664
	Iteration 20F: 3 clusters Score -7035746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -7035780.000000 Penalty: 5462.680664
	Iteration 21Q: 3 clusters Score -7035780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -7035807.000000 Penalty: 5462.680664
	Iteration 22Q: 3 clusters Score -7035807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -7035824.500000 Penalty: 5462.680664
	Iteration 23Q: 3 clusters Score -7035824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -7035821.500000 Penalty: 5462.680664
	Iteration 24Q: 3 clusters Score -7035822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -7035830.000000 Penalty: 5462.680664
	Iteration 25Q: 3 clusters Score -7035830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -7035827.000000 Penalty: 5462.680664
	Iteration 26Q: 3 clusters Score -7035827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -7035841.000000 Penalty: 5462.680664
	Iteration 27Q: 3 clusters Score -7035841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -7035858.500000 Penalty: 5462.680664
	Iteration 28Q: 3 clusters Score -7035858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -7035852.000000 Penalty: 5462.680664
	Iteration 29Q: 3 clusters Score -7035852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7035863.500000 Penalty: 5462.680664
	Iteration 30Q: 3 clusters Score -7035864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -7035860.000000 Penalty: 5462.680664
	Iteration 31Q: 3 clusters Score -7035860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -7035863.500000 Penalty: 5462.680664
	Iteration 32Q: 3 clusters Score -7035864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -7035858.000000 Penalty: 5462.680664
	Iteration 33Q: 3 clusters Score -7035858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -7035862.000000 Penalty: 5462.680664
	Iteration 34Q: 3 clusters Score -7035862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -7035863.500000 Penalty: 5462.680664
	Iteration 35Q: 3 clusters Score -7035864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -7035860.500000 Penalty: 5462.680664
	Iteration 36Q: 3 clusters Score -7035860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -7035860.500000 Penalty: 5462.680664
	Iteration 37F: 3 clusters Score -7035860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Entering Unmasked Estep 
Score: -1418658.250000 Penalty: 2356.542725
	Iteration 0F: 2 clusters Score -1418658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1408828.375000 Penalty: 4713.085449
	Iteration 0F: 3 clusters Score -1408828 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1412110.000000 Penalty: 4713.085449
	Iteration 1F: 3 clusters Score -1412110 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1412787.625000 Penalty: 4713.085449
	Iteration 2F: 3 clusters Score -1412788 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1413434.500000 Penalty: 4713.085449
	Iteration 3F: 3 clusters Score -1413434 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1413984.000000 Penalty: 4713.085449
	Iteration 4F: 3 clusters Score -1413984 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1414463.250000 Penalty: 4713.085449
	Iteration 5F: 3 clusters Score -1414463 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1414862.750000 Penalty: 4713.085449
	Iteration 6F: 3 clusters Score -1414863 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1415209.250000 Penalty: 4713.085449
	Iteration 7Q: 3 clusters Score -1415209 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1415511.250000 Penalty: 4713.085449
	Iteration 8Q: 3 clusters Score -1415511 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1415786.625000 Penalty: 4713.085449
	Iteration 9Q: 3 clusters Score -1415787 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1415977.375000 Penalty: 4713.085449
	Iteration 10Q: 3 clusters Score -1415977 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1416118.625000 Penalty: 4713.085449
	Iteration 11Q: 3 clusters Score -1416119 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1416237.375000 Penalty: 4713.085449
	Iteration 12Q: 3 clusters Score -1416237 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1416314.250000 Penalty: 4713.085449
	Iteration 13Q: 3 clusters Score -1416314 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1416367.000000 Penalty: 4713.085449
	Iteration 14Q: 3 clusters Score -1416367 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1416415.000000 Penalty: 4713.085449
	Iteration 15Q: 3 clusters Score -1416415 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1416457.500000 Penalty: 4713.085449
	Iteration 16Q: 3 clusters Score -1416458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1416500.250000 Penalty: 4713.085449
	Iteration 17Q: 3 clusters Score -1416500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1416529.000000 Penalty: 4713.085449
	Iteration 18Q: 3 clusters Score -1416529 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1416561.625000 Penalty: 4713.085449
	Iteration 19Q: 3 clusters Score -1416562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1416587.625000 Penalty: 4713.085449
	Iteration 20F: 3 clusters Score -1416588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1416604.250000 Penalty: 4713.085449
	Iteration 21Q: 3 clusters Score -1416604 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1416629.375000 Penalty: 4713.085449
	Iteration 22Q: 3 clusters Score -1416629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1416650.000000 Penalty: 4713.085449
	Iteration 23Q: 3 clusters Score -1416650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1416664.000000 Penalty: 4713.085449
	Iteration 24Q: 3 clusters Score -1416664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1416684.000000 Penalty: 4713.085449
	Iteration 25Q: 3 clusters Score -1416684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1416701.000000 Penalty: 4713.085449
	Iteration 26Q: 3 clusters Score -1416701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1416723.000000 Penalty: 4713.085449
	Iteration 27Q: 3 clusters Score -1416723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1416738.375000 Penalty: 4713.085449
	Iteration 28Q: 3 clusters Score -1416738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1416759.250000 Penalty: 4713.085449
	Iteration 29Q: 3 clusters Score -1416759 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1416778.375000 Penalty: 4713.085449
	Iteration 30Q: 3 clusters Score -1416778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1416803.125000 Penalty: 4713.085449
	Iteration 31Q: 3 clusters Score -1416803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1416816.000000 Penalty: 4713.085449
	Iteration 32Q: 3 clusters Score -1416816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1416825.250000 Penalty: 4713.085449
	Iteration 33Q: 3 clusters Score -1416825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1416831.250000 Penalty: 4713.085449
	Iteration 34Q: 3 clusters Score -1416831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1416845.375000 Penalty: 4713.085449
	Iteration 35Q: 3 clusters Score -1416845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1416854.750000 Penalty: 4713.085449
	Iteration 36Q: 3 clusters Score -1416855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1416864.125000 Penalty: 4713.085449
	Iteration 37Q: 3 clusters Score -1416864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1416873.500000 Penalty: 4713.085449
	Iteration 38Q: 3 clusters Score -1416874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1416890.125000 Penalty: 4713.085449
	Iteration 39Q: 3 clusters Score -1416890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1416896.000000 Penalty: 4713.085449
	Iteration 40F: 3 clusters Score -1416896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1416904.625000 Penalty: 4713.085449
	Iteration 41Q: 3 clusters Score -1416905 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1416914.500000 Penalty: 4713.085449
	Iteration 42Q: 3 clusters Score -1416914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1416924.125000 Penalty: 4713.085449
	Iteration 43Q: 3 clusters Score -1416924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1416937.875000 Penalty: 4713.085449
	Iteration 44Q: 3 clusters Score -1416938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1416950.250000 Penalty: 4713.085449
	Iteration 45Q: 3 clusters Score -1416950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1416952.750000 Penalty: 4713.085449
	Iteration 46Q: 3 clusters Score -1416953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1416960.625000 Penalty: 4713.085449
	Iteration 47Q: 3 clusters Score -1416961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1416969.750000 Penalty: 4713.085449
	Iteration 48Q: 3 clusters Score -1416970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1416977.000000 Penalty: 4713.085449
	Iteration 49Q: 3 clusters Score -1416977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1416980.375000 Penalty: 4713.085449
	Iteration 50Q: 3 clusters Score -1416980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1416982.625000 Penalty: 4713.085449
	Iteration 51Q: 3 clusters Score -1416983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1416986.000000 Penalty: 4713.085449
	Iteration 52Q: 3 clusters Score -1416986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1416985.875000 Penalty: 4713.085449
	Iteration 53Q: 3 clusters Score -1416986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1416987.000000 Penalty: 4713.085449
	Iteration 54Q: 3 clusters Score -1416987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1416991.750000 Penalty: 4713.085449
	Iteration 55Q: 3 clusters Score -1416992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1416995.875000 Penalty: 4713.085449
	Iteration 56Q: 3 clusters Score -1416996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1416998.875000 Penalty: 4713.085449
	Iteration 57Q: 3 clusters Score -1416999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1416999.000000 Penalty: 4713.085449
	Iteration 58Q: 3 clusters Score -1416999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1417001.125000 Penalty: 4713.085449
	Iteration 59Q: 3 clusters Score -1417001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1417006.875000 Penalty: 4713.085449
	Iteration 60F: 3 clusters Score -1417007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1417005.625000 Penalty: 4713.085449
	Iteration 61Q: 3 clusters Score -1417006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1417007.000000 Penalty: 4713.085449
	Iteration 62Q: 3 clusters Score -1417007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1417010.250000 Penalty: 4713.085449
	Iteration 63Q: 3 clusters Score -1417010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1417011.875000 Penalty: 4713.085449
	Iteration 64Q: 3 clusters Score -1417012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1417017.000000 Penalty: 4713.085449
	Iteration 65Q: 3 clusters Score -1417017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1417016.000000 Penalty: 4713.085449
	Iteration 66Q: 3 clusters Score -1417016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1417017.250000 Penalty: 4713.085449
	Iteration 67Q: 3 clusters Score -1417017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1417019.125000 Penalty: 4713.085449
	Iteration 68Q: 3 clusters Score -1417019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1417020.625000 Penalty: 4713.085449
	Iteration 69Q: 3 clusters Score -1417021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1417018.000000 Penalty: 4713.085449
	Iteration 70Q: 3 clusters Score -1417018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1417017.125000 Penalty: 4713.085449
	Iteration 71Q: 3 clusters Score -1417017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1417017.625000 Penalty: 4713.085449
	Iteration 72Q: 3 clusters Score -1417018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1417021.625000 Penalty: 4713.085449
	Iteration 73Q: 3 clusters Score -1417022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1417019.375000 Penalty: 4713.085449
	Iteration 74Q: 3 clusters Score -1417019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1417015.875000 Penalty: 4713.085449
	Iteration 75Q: 3 clusters Score -1417016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1417014.375000 Penalty: 4713.085449
	Iteration 76Q: 3 clusters Score -1417014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1417015.250000 Penalty: 4713.085449
	Iteration 77Q: 3 clusters Score -1417015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1417016.125000 Penalty: 4713.085449
	Iteration 78Q: 3 clusters Score -1417016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1417016.125000 Penalty: 4713.085449
	Iteration 79F: 3 clusters Score -1417016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Entering Unmasked Estep 
Score: -4802702.000000 Penalty: 2636.987549
	Iteration 0F: 2 clusters Score -4802702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4774776.500000 Penalty: 5273.975098
	Iteration 0F: 3 clusters Score -4774776 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4784851.000000 Penalty: 5273.975098
	Iteration 1F: 3 clusters Score -4784851 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4785335.500000 Penalty: 5273.975098
	Iteration 2Q: 3 clusters Score -4785336 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4785757.000000 Penalty: 5273.975098
	Iteration 3Q: 3 clusters Score -4785757 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4786145.500000 Penalty: 5273.975098
	Iteration 4Q: 3 clusters Score -4786146 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4786567.000000 Penalty: 5273.975098
	Iteration 5Q: 3 clusters Score -4786567 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4787062.000000 Penalty: 5273.975098
	Iteration 6Q: 3 clusters Score -4787062 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4787694.500000 Penalty: 5273.975098
	Iteration 7Q: 3 clusters Score -4787694 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4788416.000000 Penalty: 5273.975098
	Iteration 8Q: 3 clusters Score -4788416 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4789153.000000 Penalty: 5273.975098
	Iteration 9Q: 3 clusters Score -4789153 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4789906.500000 Penalty: 5273.975098
	Iteration 10Q: 3 clusters Score -4789906 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4790690.000000 Penalty: 5273.975098
	Iteration 11Q: 3 clusters Score -4790690 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4791293.500000 Penalty: 5273.975098
	Iteration 12Q: 3 clusters Score -4791294 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4791806.000000 Penalty: 5273.975098
	Iteration 13Q: 3 clusters Score -4791806 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4792247.000000 Penalty: 5273.975098
	Iteration 14Q: 3 clusters Score -4792247 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4792601.500000 Penalty: 5273.975098
	Iteration 15Q: 3 clusters Score -4792602 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4793010.000000 Penalty: 5273.975098
	Iteration 16Q: 3 clusters Score -4793010 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4793422.000000 Penalty: 5273.975098
	Iteration 17Q: 3 clusters Score -4793422 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -4793874.500000 Penalty: 5273.975098
	Iteration 18Q: 3 clusters Score -4793874 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4794417.500000 Penalty: 5273.975098
	Iteration 19Q: 3 clusters Score -4794418 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -4795042.000000 Penalty: 5273.975098
	Iteration 20F: 3 clusters Score -4795042 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -4795763.500000 Penalty: 5273.975098
	Iteration 21Q: 3 clusters Score -4795764 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4796543.000000 Penalty: 5273.975098
	Iteration 22Q: 3 clusters Score -4796543 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4797412.000000 Penalty: 5273.975098
	Iteration 23Q: 3 clusters Score -4797412 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4798190.500000 Penalty: 5273.975098
	Iteration 24Q: 3 clusters Score -4798190 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4798890.500000 Penalty: 5273.975098
	Iteration 25Q: 3 clusters Score -4798890 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4799437.500000 Penalty: 5273.975098
	Iteration 26Q: 3 clusters Score -4799438 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4799837.000000 Penalty: 5273.975098
	Iteration 27Q: 3 clusters Score -4799837 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4800133.500000 Penalty: 5273.975098
	Iteration 28Q: 3 clusters Score -4800134 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4800308.500000 Penalty: 5273.975098
	Iteration 29Q: 3 clusters Score -4800308 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4800396.500000 Penalty: 5273.975098
	Iteration 30Q: 3 clusters Score -4800396 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4800465.000000 Penalty: 5273.975098
	Iteration 31Q: 3 clusters Score -4800465 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4800526.000000 Penalty: 5273.975098
	Iteration 32Q: 3 clusters Score -4800526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4800560.000000 Penalty: 5273.975098
	Iteration 33Q: 3 clusters Score -4800560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4800593.000000 Penalty: 5273.975098
	Iteration 34Q: 3 clusters Score -4800593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4800601.000000 Penalty: 5273.975098
	Iteration 35Q: 3 clusters Score -4800601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4800615.500000 Penalty: 5273.975098
	Iteration 36Q: 3 clusters Score -4800616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4800620.500000 Penalty: 5273.975098
	Iteration 37Q: 3 clusters Score -4800620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4800624.000000 Penalty: 5273.975098
	Iteration 38Q: 3 clusters Score -4800624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4800625.000000 Penalty: 5273.975098
	Iteration 39Q: 3 clusters Score -4800625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4800631.500000 Penalty: 5273.975098
	Iteration 40F: 3 clusters Score -4800632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4800633.500000 Penalty: 5273.975098
	Iteration 41Q: 3 clusters Score -4800634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4800646.500000 Penalty: 5273.975098
	Iteration 42Q: 3 clusters Score -4800646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4800648.000000 Penalty: 5273.975098
	Iteration 43Q: 3 clusters Score -4800648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4800647.500000 Penalty: 5273.975098
	Iteration 44Q: 3 clusters Score -4800648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4800652.000000 Penalty: 5273.975098
	Iteration 45Q: 3 clusters Score -4800652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4800654.000000 Penalty: 5273.975098
	Iteration 46Q: 3 clusters Score -4800654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4800654.000000 Penalty: 5273.975098
	Iteration 47Q: 3 clusters Score -4800654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4800653.500000 Penalty: 5273.975098
	Iteration 48Q: 3 clusters Score -4800654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4800657.000000 Penalty: 5273.975098
	Iteration 49Q: 3 clusters Score -4800657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4800656.000000 Penalty: 5273.975098
	Iteration 50Q: 3 clusters Score -4800656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4800654.000000 Penalty: 5273.975098
	Iteration 51Q: 3 clusters Score -4800654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4800656.500000 Penalty: 5273.975098
	Iteration 52Q: 3 clusters Score -4800656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4800656.500000 Penalty: 5273.975098
	Iteration 53F: 3 clusters Score -4800656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Entering Unmasked Estep 
Score: -2653363.250000 Penalty: 2494.991211
	Iteration 0F: 2 clusters Score -2653363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2637142.250000 Penalty: 4989.982422
	Iteration 0F: 3 clusters Score -2637142 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2642846.250000 Penalty: 4989.982422
	Iteration 1F: 3 clusters Score -2642846 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2643323.500000 Penalty: 4989.982422
	Iteration 2F: 3 clusters Score -2643324 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2643800.250000 Penalty: 4989.982422
	Iteration 3Q: 3 clusters Score -2643800 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2644357.000000 Penalty: 4989.982422
	Iteration 4Q: 3 clusters Score -2644357 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2644903.500000 Penalty: 4989.982422
	Iteration 5Q: 3 clusters Score -2644904 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2645477.500000 Penalty: 4989.982422
	Iteration 6F: 3 clusters Score -2645478 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2646014.500000 Penalty: 4989.982422
	Iteration 7Q: 3 clusters Score -2646014 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2646525.750000 Penalty: 4989.982422
	Iteration 8Q: 3 clusters Score -2646526 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2646977.500000 Penalty: 4989.982422
	Iteration 9Q: 3 clusters Score -2646978 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2647333.750000 Penalty: 4989.982422
	Iteration 10Q: 3 clusters Score -2647334 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2647619.500000 Penalty: 4989.982422
	Iteration 11Q: 3 clusters Score -2647620 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2647840.750000 Penalty: 4989.982422
	Iteration 12Q: 3 clusters Score -2647841 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2648039.750000 Penalty: 4989.982422
	Iteration 13Q: 3 clusters Score -2648040 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2648228.500000 Penalty: 4989.982422
	Iteration 14Q: 3 clusters Score -2648228 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2648396.250000 Penalty: 4989.982422
	Iteration 15Q: 3 clusters Score -2648396 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2648534.250000 Penalty: 4989.982422
	Iteration 16Q: 3 clusters Score -2648534 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2648631.750000 Penalty: 4989.982422
	Iteration 17Q: 3 clusters Score -2648632 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2648767.000000 Penalty: 4989.982422
	Iteration 18Q: 3 clusters Score -2648767 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2648897.500000 Penalty: 4989.982422
	Iteration 19Q: 3 clusters Score -2648898 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2649036.500000 Penalty: 4989.982422
	Iteration 20F: 3 clusters Score -2649036 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2649194.750000 Penalty: 4989.982422
	Iteration 21Q: 3 clusters Score -2649195 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2649375.250000 Penalty: 4989.982422
	Iteration 22Q: 3 clusters Score -2649375 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2649556.000000 Penalty: 4989.982422
	Iteration 23Q: 3 clusters Score -2649556 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2649751.250000 Penalty: 4989.982422
	Iteration 24Q: 3 clusters Score -2649751 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2649980.500000 Penalty: 4989.982422
	Iteration 25Q: 3 clusters Score -2649980 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2650157.750000 Penalty: 4989.982422
	Iteration 26Q: 3 clusters Score -2650158 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2650318.750000 Penalty: 4989.982422
	Iteration 27Q: 3 clusters Score -2650319 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2650495.500000 Penalty: 4989.982422
	Iteration 28Q: 3 clusters Score -2650496 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2650638.000000 Penalty: 4989.982422
	Iteration 29Q: 3 clusters Score -2650638 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2650802.250000 Penalty: 4989.982422
	Iteration 30Q: 3 clusters Score -2650802 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2650939.750000 Penalty: 4989.982422
	Iteration 31Q: 3 clusters Score -2650940 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2651075.750000 Penalty: 4989.982422
	Iteration 32Q: 3 clusters Score -2651076 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2651179.000000 Penalty: 4989.982422
	Iteration 33Q: 3 clusters Score -2651179 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2651276.250000 Penalty: 4989.982422
	Iteration 34Q: 3 clusters Score -2651276 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2651361.750000 Penalty: 4989.982422
	Iteration 35Q: 3 clusters Score -2651362 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -2651432.750000 Penalty: 4989.982422
	Iteration 36Q: 3 clusters Score -2651433 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2651474.750000 Penalty: 4989.982422
	Iteration 37Q: 3 clusters Score -2651475 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2651510.500000 Penalty: 4989.982422
	Iteration 38Q: 3 clusters Score -2651510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2651544.250000 Penalty: 4989.982422
	Iteration 39Q: 3 clusters Score -2651544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2651562.500000 Penalty: 4989.982422
	Iteration 40F: 3 clusters Score -2651562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2651569.500000 Penalty: 4989.982422
	Iteration 41Q: 3 clusters Score -2651570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2651574.250000 Penalty: 4989.982422
	Iteration 42Q: 3 clusters Score -2651574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2651577.000000 Penalty: 4989.982422
	Iteration 43Q: 3 clusters Score -2651577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2651580.500000 Penalty: 4989.982422
	Iteration 44Q: 3 clusters Score -2651580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -2651587.250000 Penalty: 4989.982422
	Iteration 45Q: 3 clusters Score -2651587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2651598.250000 Penalty: 4989.982422
	Iteration 46Q: 3 clusters Score -2651598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2651599.750000 Penalty: 4989.982422
	Iteration 47Q: 3 clusters Score -2651600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2651605.250000 Penalty: 4989.982422
	Iteration 48Q: 3 clusters Score -2651605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2651611.000000 Penalty: 4989.982422
	Iteration 49Q: 3 clusters Score -2651611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2651610.250000 Penalty: 4989.982422
	Iteration 50Q: 3 clusters Score -2651610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2651616.500000 Penalty: 4989.982422
	Iteration 51Q: 3 clusters Score -2651616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2651615.250000 Penalty: 4989.982422
	Iteration 52Q: 3 clusters Score -2651615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2651618.000000 Penalty: 4989.982422
	Iteration 53Q: 3 clusters Score -2651618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2651619.750000 Penalty: 4989.982422
	Iteration 54Q: 3 clusters Score -2651620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2651621.750000 Penalty: 4989.982422
	Iteration 55Q: 3 clusters Score -2651622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2651629.000000 Penalty: 4989.982422
	Iteration 56Q: 3 clusters Score -2651629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2651629.750000 Penalty: 4989.982422
	Iteration 57Q: 3 clusters Score -2651630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2651630.250000 Penalty: 4989.982422
	Iteration 58Q: 3 clusters Score -2651630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2651629.000000 Penalty: 4989.982422
	Iteration 59Q: 3 clusters Score -2651629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2651629.250000 Penalty: 4989.982422
	Iteration 60F: 3 clusters Score -2651629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2651627.750000 Penalty: 4989.982422
	Iteration 61Q: 3 clusters Score -2651628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2651626.500000 Penalty: 4989.982422
	Iteration 62Q: 3 clusters Score -2651626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2651628.500000 Penalty: 4989.982422
	Iteration 63Q: 3 clusters Score -2651628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2651631.250000 Penalty: 4989.982422
	Iteration 64Q: 3 clusters Score -2651631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2651632.250000 Penalty: 4989.982422
	Iteration 65Q: 3 clusters Score -2651632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2651637.000000 Penalty: 4989.982422
	Iteration 66Q: 3 clusters Score -2651637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2651636.000000 Penalty: 4989.982422
	Iteration 67Q: 3 clusters Score -2651636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2651635.750000 Penalty: 4989.982422
	Iteration 68Q: 3 clusters Score -2651636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2651637.000000 Penalty: 4989.982422
	Iteration 69Q: 3 clusters Score -2651637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -2651637.250000 Penalty: 4989.982422
	Iteration 70Q: 3 clusters Score -2651637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2651632.500000 Penalty: 4989.982422
	Iteration 71Q: 3 clusters Score -2651632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2651634.750000 Penalty: 4989.982422
	Iteration 72Q: 3 clusters Score -2651635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2651635.500000 Penalty: 4989.982422
	Iteration 73Q: 3 clusters Score -2651636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2651635.500000 Penalty: 4989.982422
	Iteration 74F: 3 clusters Score -2651636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Entering Unmasked Estep 
Score: -21130748.000000 Penalty: 2999.380127
	Iteration 0F: 2 clusters Score -2.113075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89510 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -21015828.000000 Penalty: 5998.760254
	Iteration 0F: 3 clusters Score -2.101583e+07 nChanged 85926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -21067044.000000 Penalty: 5998.760254
	Iteration 1F: 3 clusters Score -2.106704e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 81643 members 
Entering Unmasked Estep 
Score: -21069842.000000 Penalty: 5998.760254
	Iteration 2Q: 3 clusters Score -2.106984e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102555 members 
Mstep: Class 2 contains 76290 members 
Entering Unmasked Estep 
Score: -21074300.000000 Penalty: 5998.760254
	Iteration 3F: 3 clusters Score -2.10743e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109520 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -21080706.000000 Penalty: 5998.760254
	Iteration 4F: 3 clusters Score -2.108071e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117860 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -21088464.000000 Penalty: 5998.760254
	Iteration 5F: 3 clusters Score -2.108846e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127077 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -21096306.000000 Penalty: 5998.760254
	Iteration 6F: 3 clusters Score -2.109631e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136558 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -21103660.000000 Penalty: 5998.760254
	Iteration 7F: 3 clusters Score -2.110366e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145981 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -21110482.000000 Penalty: 5998.760254
	Iteration 8F: 3 clusters Score -2.111048e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -21116348.000000 Penalty: 5998.760254
	Iteration 9F: 3 clusters Score -2.111635e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162678 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -21120928.000000 Penalty: 5998.760254
	Iteration 10Q: 3 clusters Score -2.112093e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -21124096.000000 Penalty: 5998.760254
	Iteration 11Q: 3 clusters Score -2.11241e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173137 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -21125922.000000 Penalty: 5998.760254
	Iteration 12Q: 3 clusters Score -2.112592e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175715 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -21127256.000000 Penalty: 5998.760254
	Iteration 13Q: 3 clusters Score -2.112726e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177033 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -21127746.000000 Penalty: 5998.760254
	Iteration 14Q: 3 clusters Score -2.112775e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177644 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -21127964.000000 Penalty: 5998.760254
	Iteration 15Q: 3 clusters Score -2.112796e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177944 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21128054.000000 Penalty: 5998.760254
	Iteration 16Q: 3 clusters Score -2.112805e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178082 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -21128154.000000 Penalty: 5998.760254
	Iteration 17Q: 3 clusters Score -2.112815e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178177 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -21128216.000000 Penalty: 5998.760254
	Iteration 18Q: 3 clusters Score -2.112822e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178238 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21128230.000000 Penalty: 5998.760254
	Iteration 19Q: 3 clusters Score -2.112823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21128244.000000 Penalty: 5998.760254
	Iteration 20F: 3 clusters Score -2.112824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21128230.000000 Penalty: 5998.760254
	Iteration 21Q: 3 clusters Score -2.112823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -21128248.000000 Penalty: 5998.760254
	Iteration 22Q: 3 clusters Score -2.112825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178293 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -21128232.000000 Penalty: 5998.760254
	Iteration 23Q: 3 clusters Score -2.112823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178299 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21128226.000000 Penalty: 5998.760254
	Iteration 24Q: 3 clusters Score -2.112823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178303 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21128240.000000 Penalty: 5998.760254
	Iteration 25Q: 3 clusters Score -2.112824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178302 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -21128226.000000 Penalty: 5998.760254
	Iteration 26Q: 3 clusters Score -2.112823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178303 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21128230.000000 Penalty: 5998.760254
	Iteration 27Q: 3 clusters Score -2.112823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21128244.000000 Penalty: 5998.760254
	Iteration 28Q: 3 clusters Score -2.112824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178305 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21128246.000000 Penalty: 5998.760254
	Iteration 29Q: 3 clusters Score -2.112825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178306 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21128246.000000 Penalty: 5998.760254
	Iteration 30Q: 3 clusters Score -2.112825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178306 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21128246.000000 Penalty: 5998.760254
	Iteration 31F: 3 clusters Score -2.112825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Entering Unmasked Estep 
Score: -4172021.500000 Penalty: 2599.941162
	Iteration 0F: 2 clusters Score -4172022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4147765.250000 Penalty: 5199.882324
	Iteration 0F: 3 clusters Score -4147765 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4156687.750000 Penalty: 5199.882324
	Iteration 1F: 3 clusters Score -4156688 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -4157260.750000 Penalty: 5199.882324
	Iteration 2Q: 3 clusters Score -4157261 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4157750.500000 Penalty: 5199.882324
	Iteration 3Q: 3 clusters Score -4157750 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -4158265.750000 Penalty: 5199.882324
	Iteration 4Q: 3 clusters Score -4158266 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -4158938.000000 Penalty: 5199.882324
	Iteration 5Q: 3 clusters Score -4158938 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4159902.000000 Penalty: 5199.882324
	Iteration 6Q: 3 clusters Score -4159902 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -4160993.000000 Penalty: 5199.882324
	Iteration 7F: 3 clusters Score -4160993 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4162229.750000 Penalty: 5199.882324
	Iteration 8F: 3 clusters Score -4162230 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4163512.250000 Penalty: 5199.882324
	Iteration 9F: 3 clusters Score -4163512 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4164802.250000 Penalty: 5199.882324
	Iteration 10F: 3 clusters Score -4164802 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4165920.250000 Penalty: 5199.882324
	Iteration 11Q: 3 clusters Score -4165920 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -4167057.250000 Penalty: 5199.882324
	Iteration 12Q: 3 clusters Score -4167057 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -4168156.750000 Penalty: 5199.882324
	Iteration 13Q: 3 clusters Score -4168157 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4169266.500000 Penalty: 5199.882324
	Iteration 14Q: 3 clusters Score -4169266 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4169972.500000 Penalty: 5199.882324
	Iteration 15Q: 3 clusters Score -4169972 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4170397.000000 Penalty: 5199.882324
	Iteration 16Q: 3 clusters Score -4170397 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -4170645.250000 Penalty: 5199.882324
	Iteration 17Q: 3 clusters Score -4170645 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4170749.750000 Penalty: 5199.882324
	Iteration 18Q: 3 clusters Score -4170750 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4170825.750000 Penalty: 5199.882324
	Iteration 19Q: 3 clusters Score -4170826 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -4170903.500000 Penalty: 5199.882324
	Iteration 20F: 3 clusters Score -4170904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4170962.250000 Penalty: 5199.882324
	Iteration 21Q: 3 clusters Score -4170962 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4171017.000000 Penalty: 5199.882324
	Iteration 22Q: 3 clusters Score -4171017 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4171057.000000 Penalty: 5199.882324
	Iteration 23Q: 3 clusters Score -4171057 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4171080.000000 Penalty: 5199.882324
	Iteration 24Q: 3 clusters Score -4171080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4171106.250000 Penalty: 5199.882324
	Iteration 25Q: 3 clusters Score -4171106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4171120.250000 Penalty: 5199.882324
	Iteration 26Q: 3 clusters Score -4171120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4171118.750000 Penalty: 5199.882324
	Iteration 27Q: 3 clusters Score -4171119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4171140.250000 Penalty: 5199.882324
	Iteration 28Q: 3 clusters Score -4171140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -4171153.750000 Penalty: 5199.882324
	Iteration 29Q: 3 clusters Score -4171154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4171175.750000 Penalty: 5199.882324
	Iteration 30Q: 3 clusters Score -4171176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -4171192.000000 Penalty: 5199.882324
	Iteration 31Q: 3 clusters Score -4171192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4171204.500000 Penalty: 5199.882324
	Iteration 32Q: 3 clusters Score -4171204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4171212.250000 Penalty: 5199.882324
	Iteration 33Q: 3 clusters Score -4171212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4171217.000000 Penalty: 5199.882324
	Iteration 34Q: 3 clusters Score -4171217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4171219.000000 Penalty: 5199.882324
	Iteration 35Q: 3 clusters Score -4171219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4171215.250000 Penalty: 5199.882324
	Iteration 36Q: 3 clusters Score -4171215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4171217.500000 Penalty: 5199.882324
	Iteration 37Q: 3 clusters Score -4171218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4171218.500000 Penalty: 5199.882324
	Iteration 38Q: 3 clusters Score -4171218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4171219.250000 Penalty: 5199.882324
	Iteration 39Q: 3 clusters Score -4171219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4171213.750000 Penalty: 5199.882324
	Iteration 40F: 3 clusters Score -4171214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4171214.750000 Penalty: 5199.882324
	Iteration 41Q: 3 clusters Score -4171215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4171215.750000 Penalty: 5199.882324
	Iteration 42Q: 3 clusters Score -4171216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4171216.750000 Penalty: 5199.882324
	Iteration 43Q: 3 clusters Score -4171217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4171217.500000 Penalty: 5199.882324
	Iteration 44Q: 3 clusters Score -4171218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -4171212.750000 Penalty: 5199.882324
	Iteration 45Q: 3 clusters Score -4171213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -4171218.000000 Penalty: 5199.882324
	Iteration 46Q: 3 clusters Score -4171218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4171222.500000 Penalty: 5199.882324
	Iteration 47Q: 3 clusters Score -4171222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4171222.500000 Penalty: 5199.882324
	Iteration 48F: 3 clusters Score -4171222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Entering Unmasked Estep 
Score: -3791225.750000 Penalty: 2573.461426
	Iteration 0F: 2 clusters Score -3791226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3769327.250000 Penalty: 5146.922852
	Iteration 0F: 3 clusters Score -3769327 nChanged 14478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3777127.750000 Penalty: 5146.922852
	Iteration 1F: 3 clusters Score -3777128 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3777678.500000 Penalty: 5146.922852
	Iteration 2Q: 3 clusters Score -3777678 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3778279.000000 Penalty: 5146.922852
	Iteration 3Q: 3 clusters Score -3778279 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -3779069.500000 Penalty: 5146.922852
	Iteration 4Q: 3 clusters Score -3779070 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -3780036.000000 Penalty: 5146.922852
	Iteration 5F: 3 clusters Score -3780036 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3781224.500000 Penalty: 5146.922852
	Iteration 6F: 3 clusters Score -3781224 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3782579.500000 Penalty: 5146.922852
	Iteration 7F: 3 clusters Score -3782580 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3783943.500000 Penalty: 5146.922852
	Iteration 8F: 3 clusters Score -3783944 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -3785232.750000 Penalty: 5146.922852
	Iteration 9F: 3 clusters Score -3785233 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3786428.000000 Penalty: 5146.922852
	Iteration 10Q: 3 clusters Score -3786428 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3787293.750000 Penalty: 5146.922852
	Iteration 11Q: 3 clusters Score -3787294 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3787749.250000 Penalty: 5146.922852
	Iteration 12Q: 3 clusters Score -3787749 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3787979.000000 Penalty: 5146.922852
	Iteration 13Q: 3 clusters Score -3787979 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3788140.500000 Penalty: 5146.922852
	Iteration 14Q: 3 clusters Score -3788140 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3788271.250000 Penalty: 5146.922852
	Iteration 15Q: 3 clusters Score -3788271 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3788377.250000 Penalty: 5146.922852
	Iteration 16Q: 3 clusters Score -3788377 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3788484.500000 Penalty: 5146.922852
	Iteration 17Q: 3 clusters Score -3788484 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3788552.500000 Penalty: 5146.922852
	Iteration 18Q: 3 clusters Score -3788552 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3788620.750000 Penalty: 5146.922852
	Iteration 19Q: 3 clusters Score -3788621 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3788683.250000 Penalty: 5146.922852
	Iteration 20F: 3 clusters Score -3788683 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3788733.750000 Penalty: 5146.922852
	Iteration 21Q: 3 clusters Score -3788734 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3788782.500000 Penalty: 5146.922852
	Iteration 22Q: 3 clusters Score -3788782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3788811.750000 Penalty: 5146.922852
	Iteration 23Q: 3 clusters Score -3788812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3788853.750000 Penalty: 5146.922852
	Iteration 24Q: 3 clusters Score -3788854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3788896.250000 Penalty: 5146.922852
	Iteration 25Q: 3 clusters Score -3788896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3788921.000000 Penalty: 5146.922852
	Iteration 26Q: 3 clusters Score -3788921 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3788942.750000 Penalty: 5146.922852
	Iteration 27Q: 3 clusters Score -3788943 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3788983.250000 Penalty: 5146.922852
	Iteration 28Q: 3 clusters Score -3788983 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3789017.000000 Penalty: 5146.922852
	Iteration 29Q: 3 clusters Score -3789017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3789046.000000 Penalty: 5146.922852
	Iteration 30Q: 3 clusters Score -3789046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -3789092.000000 Penalty: 5146.922852
	Iteration 31Q: 3 clusters Score -3789092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3789122.500000 Penalty: 5146.922852
	Iteration 32Q: 3 clusters Score -3789122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3789121.500000 Penalty: 5146.922852
	Iteration 33Q: 3 clusters Score -3789122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3789138.250000 Penalty: 5146.922852
	Iteration 34Q: 3 clusters Score -3789138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3789158.250000 Penalty: 5146.922852
	Iteration 35Q: 3 clusters Score -3789158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3789160.000000 Penalty: 5146.922852
	Iteration 36Q: 3 clusters Score -3789160 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3789173.000000 Penalty: 5146.922852
	Iteration 37Q: 3 clusters Score -3789173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3789193.750000 Penalty: 5146.922852
	Iteration 38Q: 3 clusters Score -3789194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3789208.500000 Penalty: 5146.922852
	Iteration 39Q: 3 clusters Score -3789208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3789230.500000 Penalty: 5146.922852
	Iteration 40F: 3 clusters Score -3789230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -3789246.500000 Penalty: 5146.922852
	Iteration 41Q: 3 clusters Score -3789246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3789267.000000 Penalty: 5146.922852
	Iteration 42Q: 3 clusters Score -3789267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3789273.000000 Penalty: 5146.922852
	Iteration 43Q: 3 clusters Score -3789273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3789276.750000 Penalty: 5146.922852
	Iteration 44Q: 3 clusters Score -3789277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3789296.000000 Penalty: 5146.922852
	Iteration 45Q: 3 clusters Score -3789296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3789312.000000 Penalty: 5146.922852
	Iteration 46Q: 3 clusters Score -3789312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3789320.250000 Penalty: 5146.922852
	Iteration 47Q: 3 clusters Score -3789320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3789327.000000 Penalty: 5146.922852
	Iteration 48Q: 3 clusters Score -3789327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3789333.500000 Penalty: 5146.922852
	Iteration 49Q: 3 clusters Score -3789334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3789352.250000 Penalty: 5146.922852
	Iteration 50Q: 3 clusters Score -3789352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3789370.000000 Penalty: 5146.922852
	Iteration 51Q: 3 clusters Score -3789370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3789386.750000 Penalty: 5146.922852
	Iteration 52Q: 3 clusters Score -3789387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3789395.750000 Penalty: 5146.922852
	Iteration 53Q: 3 clusters Score -3789396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3789411.250000 Penalty: 5146.922852
	Iteration 54Q: 3 clusters Score -3789411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3789409.750000 Penalty: 5146.922852
	Iteration 55Q: 3 clusters Score -3789410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3789416.500000 Penalty: 5146.922852
	Iteration 56Q: 3 clusters Score -3789416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3789421.500000 Penalty: 5146.922852
	Iteration 57Q: 3 clusters Score -3789422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3789423.000000 Penalty: 5146.922852
	Iteration 58Q: 3 clusters Score -3789423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3789437.750000 Penalty: 5146.922852
	Iteration 59Q: 3 clusters Score -3789438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3789444.750000 Penalty: 5146.922852
	Iteration 60F: 3 clusters Score -3789445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3789446.500000 Penalty: 5146.922852
	Iteration 61Q: 3 clusters Score -3789446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3789447.750000 Penalty: 5146.922852
	Iteration 62Q: 3 clusters Score -3789448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3789468.250000 Penalty: 5146.922852
	Iteration 63Q: 3 clusters Score -3789468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3789479.000000 Penalty: 5146.922852
	Iteration 64Q: 3 clusters Score -3789479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3789495.000000 Penalty: 5146.922852
	Iteration 65Q: 3 clusters Score -3789495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3789497.250000 Penalty: 5146.922852
	Iteration 66Q: 3 clusters Score -3789497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3789515.250000 Penalty: 5146.922852
	Iteration 67Q: 3 clusters Score -3789515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3789523.750000 Penalty: 5146.922852
	Iteration 68Q: 3 clusters Score -3789524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3789528.250000 Penalty: 5146.922852
	Iteration 69Q: 3 clusters Score -3789528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3789541.000000 Penalty: 5146.922852
	Iteration 70Q: 3 clusters Score -3789541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3789555.500000 Penalty: 5146.922852
	Iteration 71Q: 3 clusters Score -3789556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3789562.750000 Penalty: 5146.922852
	Iteration 72Q: 3 clusters Score -3789563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3789568.750000 Penalty: 5146.922852
	Iteration 73Q: 3 clusters Score -3789569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3789567.250000 Penalty: 5146.922852
	Iteration 74Q: 3 clusters Score -3789567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3789569.000000 Penalty: 5146.922852
	Iteration 75Q: 3 clusters Score -3789569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3789571.500000 Penalty: 5146.922852
	Iteration 76Q: 3 clusters Score -3789572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3789574.250000 Penalty: 5146.922852
	Iteration 77Q: 3 clusters Score -3789574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3789578.250000 Penalty: 5146.922852
	Iteration 78Q: 3 clusters Score -3789578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3789581.250000 Penalty: 5146.922852
	Iteration 79Q: 3 clusters Score -3789581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3789581.000000 Penalty: 5146.922852
	Iteration 80F: 3 clusters Score -3789581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3789580.750000 Penalty: 5146.922852
	Iteration 81Q: 3 clusters Score -3789581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3789581.250000 Penalty: 5146.922852
	Iteration 82Q: 3 clusters Score -3789581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3789583.500000 Penalty: 5146.922852
	Iteration 83Q: 3 clusters Score -3789584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3789583.500000 Penalty: 5146.922852
	Iteration 84F: 3 clusters Score -3789584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Entering Unmasked Estep 
Score: -1133223.125000 Penalty: 2289.924805
	Iteration 0F: 2 clusters Score -1133223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1125472.250000 Penalty: 4579.849609
	Iteration 0F: 3 clusters Score -1125472 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1127782.625000 Penalty: 4579.849609
	Iteration 1F: 3 clusters Score -1127783 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1128174.125000 Penalty: 4579.849609
	Iteration 2F: 3 clusters Score -1128174 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1128482.750000 Penalty: 4579.849609
	Iteration 3F: 3 clusters Score -1128483 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1128737.250000 Penalty: 4579.849609
	Iteration 4F: 3 clusters Score -1128737 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1128955.250000 Penalty: 4579.849609
	Iteration 5Q: 3 clusters Score -1128955 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1129175.875000 Penalty: 4579.849609
	Iteration 6Q: 3 clusters Score -1129176 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1129397.000000 Penalty: 4579.849609
	Iteration 7Q: 3 clusters Score -1129397 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1129621.000000 Penalty: 4579.849609
	Iteration 8Q: 3 clusters Score -1129621 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1129856.250000 Penalty: 4579.849609
	Iteration 9Q: 3 clusters Score -1129856 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1130115.500000 Penalty: 4579.849609
	Iteration 10Q: 3 clusters Score -1130116 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1130332.500000 Penalty: 4579.849609
	Iteration 11Q: 3 clusters Score -1130332 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1130499.125000 Penalty: 4579.849609
	Iteration 12Q: 3 clusters Score -1130499 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1130620.375000 Penalty: 4579.849609
	Iteration 13Q: 3 clusters Score -1130620 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1130719.750000 Penalty: 4579.849609
	Iteration 14Q: 3 clusters Score -1130720 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1130803.125000 Penalty: 4579.849609
	Iteration 15Q: 3 clusters Score -1130803 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1130868.500000 Penalty: 4579.849609
	Iteration 16Q: 3 clusters Score -1130868 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1130906.125000 Penalty: 4579.849609
	Iteration 17Q: 3 clusters Score -1130906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1130943.875000 Penalty: 4579.849609
	Iteration 18Q: 3 clusters Score -1130944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1130965.250000 Penalty: 4579.849609
	Iteration 19Q: 3 clusters Score -1130965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1130996.625000 Penalty: 4579.849609
	Iteration 20F: 3 clusters Score -1130997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1131031.625000 Penalty: 4579.849609
	Iteration 21Q: 3 clusters Score -1131032 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1131064.875000 Penalty: 4579.849609
	Iteration 22Q: 3 clusters Score -1131065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1131095.875000 Penalty: 4579.849609
	Iteration 23Q: 3 clusters Score -1131096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1131120.375000 Penalty: 4579.849609
	Iteration 24Q: 3 clusters Score -1131120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1131144.500000 Penalty: 4579.849609
	Iteration 25Q: 3 clusters Score -1131144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1131163.625000 Penalty: 4579.849609
	Iteration 26Q: 3 clusters Score -1131164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1131186.500000 Penalty: 4579.849609
	Iteration 27Q: 3 clusters Score -1131186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1131208.500000 Penalty: 4579.849609
	Iteration 28Q: 3 clusters Score -1131208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1131234.625000 Penalty: 4579.849609
	Iteration 29Q: 3 clusters Score -1131235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1131256.625000 Penalty: 4579.849609
	Iteration 30Q: 3 clusters Score -1131257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1131279.500000 Penalty: 4579.849609
	Iteration 31Q: 3 clusters Score -1131280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1131294.750000 Penalty: 4579.849609
	Iteration 32Q: 3 clusters Score -1131295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1131316.000000 Penalty: 4579.849609
	Iteration 33Q: 3 clusters Score -1131316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1131333.625000 Penalty: 4579.849609
	Iteration 34Q: 3 clusters Score -1131334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1131351.500000 Penalty: 4579.849609
	Iteration 35Q: 3 clusters Score -1131352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1131375.625000 Penalty: 4579.849609
	Iteration 36Q: 3 clusters Score -1131376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1131390.375000 Penalty: 4579.849609
	Iteration 37Q: 3 clusters Score -1131390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1131406.625000 Penalty: 4579.849609
	Iteration 38Q: 3 clusters Score -1131407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1131414.375000 Penalty: 4579.849609
	Iteration 39Q: 3 clusters Score -1131414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1131418.750000 Penalty: 4579.849609
	Iteration 40F: 3 clusters Score -1131419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1131421.500000 Penalty: 4579.849609
	Iteration 41Q: 3 clusters Score -1131422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1131423.875000 Penalty: 4579.849609
	Iteration 42Q: 3 clusters Score -1131424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1131424.000000 Penalty: 4579.849609
	Iteration 43Q: 3 clusters Score -1131424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1131428.375000 Penalty: 4579.849609
	Iteration 44Q: 3 clusters Score -1131428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1131428.500000 Penalty: 4579.849609
	Iteration 45Q: 3 clusters Score -1131428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1131429.625000 Penalty: 4579.849609
	Iteration 46Q: 3 clusters Score -1131430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1131429.625000 Penalty: 4579.849609
	Iteration 47F: 3 clusters Score -1131430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54954 members 
Entering Unmasked Estep 
Score: -6411576.000000 Penalty: 2706.734375
	Iteration 0F: 2 clusters Score -6411576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -6374676.500000 Penalty: 5413.468750
	Iteration 0F: 3 clusters Score -6374676 nChanged 25481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -6388964.500000 Penalty: 5413.468750
	Iteration 1F: 3 clusters Score -6388964 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6389622.000000 Penalty: 5413.468750
	Iteration 2Q: 3 clusters Score -6389622 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -6390262.500000 Penalty: 5413.468750
	Iteration 3Q: 3 clusters Score -6390262 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -6390973.000000 Penalty: 5413.468750
	Iteration 4Q: 3 clusters Score -6390973 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -6391923.000000 Penalty: 5413.468750
	Iteration 5Q: 3 clusters Score -6391923 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6393318.000000 Penalty: 5413.468750
	Iteration 6Q: 3 clusters Score -6393318 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -6395209.000000 Penalty: 5413.468750
	Iteration 7F: 3 clusters Score -6395209 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -6397655.500000 Penalty: 5413.468750
	Iteration 8F: 3 clusters Score -6397656 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -6400526.500000 Penalty: 5413.468750
	Iteration 9F: 3 clusters Score -6400526 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -6403541.000000 Penalty: 5413.468750
	Iteration 10F: 3 clusters Score -6403541 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -6405962.000000 Penalty: 5413.468750
	Iteration 11F: 3 clusters Score -6405962 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -6407522.000000 Penalty: 5413.468750
	Iteration 12Q: 3 clusters Score -6407522 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -6408338.000000 Penalty: 5413.468750
	Iteration 13Q: 3 clusters Score -6408338 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -6408753.500000 Penalty: 5413.468750
	Iteration 14Q: 3 clusters Score -6408754 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6408915.500000 Penalty: 5413.468750
	Iteration 15Q: 3 clusters Score -6408916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -6409025.000000 Penalty: 5413.468750
	Iteration 16Q: 3 clusters Score -6409025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -6409056.000000 Penalty: 5413.468750
	Iteration 17Q: 3 clusters Score -6409056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -6409083.500000 Penalty: 5413.468750
	Iteration 18Q: 3 clusters Score -6409084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -6409095.500000 Penalty: 5413.468750
	Iteration 19Q: 3 clusters Score -6409096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -6409107.500000 Penalty: 5413.468750
	Iteration 20F: 3 clusters Score -6409108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -6409121.500000 Penalty: 5413.468750
	Iteration 21Q: 3 clusters Score -6409122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -6409140.000000 Penalty: 5413.468750
	Iteration 22Q: 3 clusters Score -6409140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6409139.500000 Penalty: 5413.468750
	Iteration 23Q: 3 clusters Score -6409140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -6409146.500000 Penalty: 5413.468750
	Iteration 24Q: 3 clusters Score -6409146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6409159.500000 Penalty: 5413.468750
	Iteration 25Q: 3 clusters Score -6409160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -6409160.500000 Penalty: 5413.468750
	Iteration 26Q: 3 clusters Score -6409160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6409161.500000 Penalty: 5413.468750
	Iteration 27Q: 3 clusters Score -6409162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6409161.500000 Penalty: 5413.468750
	Iteration 28F: 3 clusters Score -6409162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Entering Unmasked Estep 
Score: -12049020.000000 Penalty: 2869.485352
	Iteration 0F: 2 clusters Score -1.204902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -11977920.000000 Penalty: 5738.970703
	Iteration 0F: 3 clusters Score -1.197792e+07 nChanged 50304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -12007259.000000 Penalty: 5738.970703
	Iteration 1F: 3 clusters Score -1.200726e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -12008760.000000 Penalty: 5738.970703
	Iteration 2Q: 3 clusters Score -1.200876e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -12010749.000000 Penalty: 5738.970703
	Iteration 3Q: 3 clusters Score -1.201075e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -12013936.000000 Penalty: 5738.970703
	Iteration 4F: 3 clusters Score -1.201394e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -12018060.000000 Penalty: 5738.970703
	Iteration 5F: 3 clusters Score -1.201806e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 71025 members 
Entering Unmasked Estep 
Score: -12022518.000000 Penalty: 5738.970703
	Iteration 6F: 3 clusters Score -1.202252e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -12026951.000000 Penalty: 5738.970703
	Iteration 7F: 3 clusters Score -1.202695e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 81091 members 
Entering Unmasked Estep 
Score: -12031008.000000 Penalty: 5738.970703
	Iteration 8F: 3 clusters Score -1.203101e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 85881 members 
Entering Unmasked Estep 
Score: -12035038.000000 Penalty: 5738.970703
	Iteration 9F: 3 clusters Score -1.203504e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -12038859.000000 Penalty: 5738.970703
	Iteration 10Q: 3 clusters Score -1.203886e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -12042075.000000 Penalty: 5738.970703
	Iteration 11Q: 3 clusters Score -1.204208e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -12044565.000000 Penalty: 5738.970703
	Iteration 12Q: 3 clusters Score -1.204456e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -12045931.000000 Penalty: 5738.970703
	Iteration 13Q: 3 clusters Score -1.204593e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -12046525.000000 Penalty: 5738.970703
	Iteration 14Q: 3 clusters Score -1.204652e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -12046823.000000 Penalty: 5738.970703
	Iteration 15Q: 3 clusters Score -1.204682e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -12047044.000000 Penalty: 5738.970703
	Iteration 16Q: 3 clusters Score -1.204704e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -12047151.000000 Penalty: 5738.970703
	Iteration 17Q: 3 clusters Score -1.204715e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -12047245.000000 Penalty: 5738.970703
	Iteration 18Q: 3 clusters Score -1.204724e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -12047283.000000 Penalty: 5738.970703
	Iteration 19Q: 3 clusters Score -1.204728e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -12047312.000000 Penalty: 5738.970703
	Iteration 20F: 3 clusters Score -1.204731e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 97818 members 
Entering Unmasked Estep 
Score: -12047386.000000 Penalty: 5738.970703
	Iteration 21Q: 3 clusters Score -1.204739e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -12047432.000000 Penalty: 5738.970703
	Iteration 22Q: 3 clusters Score -1.204743e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -12047455.000000 Penalty: 5738.970703
	Iteration 23Q: 3 clusters Score -1.204746e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -12047494.000000 Penalty: 5738.970703
	Iteration 24Q: 3 clusters Score -1.204749e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -12047524.000000 Penalty: 5738.970703
	Iteration 25Q: 3 clusters Score -1.204752e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -12047555.000000 Penalty: 5738.970703
	Iteration 26Q: 3 clusters Score -1.204756e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 98677 members 
Entering Unmasked Estep 
Score: -12047607.000000 Penalty: 5738.970703
	Iteration 27Q: 3 clusters Score -1.204761e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 98790 members 
Entering Unmasked Estep 
Score: -12047651.000000 Penalty: 5738.970703
	Iteration 28Q: 3 clusters Score -1.204765e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 98894 members 
Entering Unmasked Estep 
Score: -12047668.000000 Penalty: 5738.970703
	Iteration 29Q: 3 clusters Score -1.204767e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -12047701.000000 Penalty: 5738.970703
	Iteration 30Q: 3 clusters Score -1.20477e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -12047720.000000 Penalty: 5738.970703
	Iteration 31Q: 3 clusters Score -1.204772e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 99121 members 
Entering Unmasked Estep 
Score: -12047726.000000 Penalty: 5738.970703
	Iteration 32Q: 3 clusters Score -1.204773e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 99196 members 
Entering Unmasked Estep 
Score: -12047742.000000 Penalty: 5738.970703
	Iteration 33Q: 3 clusters Score -1.204774e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 99272 members 
Entering Unmasked Estep 
Score: -12047750.000000 Penalty: 5738.970703
	Iteration 34Q: 3 clusters Score -1.204775e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -12047781.000000 Penalty: 5738.970703
	Iteration 35Q: 3 clusters Score -1.204778e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 99429 members 
Entering Unmasked Estep 
Score: -12047801.000000 Penalty: 5738.970703
	Iteration 36Q: 3 clusters Score -1.20478e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -12047808.000000 Penalty: 5738.970703
	Iteration 37Q: 3 clusters Score -1.204781e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -12047809.000000 Penalty: 5738.970703
	Iteration 38Q: 3 clusters Score -1.204781e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 99616 members 
Entering Unmasked Estep 
Score: -12047799.000000 Penalty: 5738.970703
	Iteration 39Q: 3 clusters Score -1.20478e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -12047803.000000 Penalty: 5738.970703
	Iteration 40F: 3 clusters Score -1.20478e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -12047816.000000 Penalty: 5738.970703
	Iteration 41Q: 3 clusters Score -1.204782e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -12047816.000000 Penalty: 5738.970703
	Iteration 42Q: 3 clusters Score -1.204782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -12047824.000000 Penalty: 5738.970703
	Iteration 43Q: 3 clusters Score -1.204782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 99797 members 
Entering Unmasked Estep 
Score: -12047825.000000 Penalty: 5738.970703
	Iteration 44Q: 3 clusters Score -1.204782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -12047830.000000 Penalty: 5738.970703
	Iteration 45Q: 3 clusters Score -1.204783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -12047829.000000 Penalty: 5738.970703
	Iteration 46Q: 3 clusters Score -1.204783e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -12047817.000000 Penalty: 5738.970703
	Iteration 47Q: 3 clusters Score -1.204782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 99856 members 
Entering Unmasked Estep 
Score: -12047830.000000 Penalty: 5738.970703
	Iteration 48Q: 3 clusters Score -1.204783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -12047830.000000 Penalty: 5738.970703
	Iteration 49Q: 3 clusters Score -1.204783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -12047825.000000 Penalty: 5738.970703
	Iteration 50Q: 3 clusters Score -1.204782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -12047828.000000 Penalty: 5738.970703
	Iteration 51Q: 3 clusters Score -1.204783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -12047826.000000 Penalty: 5738.970703
	Iteration 52Q: 3 clusters Score -1.204783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -12047828.000000 Penalty: 5738.970703
	Iteration 53Q: 3 clusters Score -1.204783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -12047827.000000 Penalty: 5738.970703
	Iteration 54Q: 3 clusters Score -1.204783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -12047827.000000 Penalty: 5738.970703
	Iteration 55F: 3 clusters Score -1.204783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244404 members 
Entering Unmasked Estep 
Score: -28543626.000000 Penalty: 3076.831299
	Iteration 0F: 2 clusters Score -2.854363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -28393552.000000 Penalty: 6153.662598
	Iteration 0F: 3 clusters Score -2.839355e+07 nChanged 117870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
Score: -28463064.000000 Penalty: 6153.662598
	Iteration 1F: 3 clusters Score -2.846306e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115210 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -28465080.000000 Penalty: 6153.662598
	Iteration 2Q: 3 clusters Score -2.846508e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 133643 members 
Entering Unmasked Estep 
Score: -28467106.000000 Penalty: 6153.662598
	Iteration 3Q: 3 clusters Score -2.846711e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 140455 members 
Entering Unmasked Estep 
Score: -28470814.000000 Penalty: 6153.662598
	Iteration 4Q: 3 clusters Score -2.847081e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Mstep: Class 2 contains 150255 members 
Entering Unmasked Estep 
Score: -28476778.000000 Penalty: 6153.662598
	Iteration 5F: 3 clusters Score -2.847678e+07 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -28485486.000000 Penalty: 6153.662598
	Iteration 6F: 3 clusters Score -2.848549e+07 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 179011 members 
Entering Unmasked Estep 
Score: -28494792.000000 Penalty: 6153.662598
	Iteration 7F: 3 clusters Score -2.849479e+07 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 195047 members 
Entering Unmasked Estep 
Score: -28504670.000000 Penalty: 6153.662598
	Iteration 8F: 3 clusters Score -2.850467e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 210114 members 
Entering Unmasked Estep 
Score: -28514718.000000 Penalty: 6153.662598
	Iteration 9F: 3 clusters Score -2.851472e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 222638 members 
Entering Unmasked Estep 
Score: -28524130.000000 Penalty: 6153.662598
	Iteration 10F: 3 clusters Score -2.852413e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 231822 members 
Entering Unmasked Estep 
Score: -28531422.000000 Penalty: 6153.662598
	Iteration 11Q: 3 clusters Score -2.853142e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 237650 members 
Entering Unmasked Estep 
Score: -28536210.000000 Penalty: 6153.662598
	Iteration 12Q: 3 clusters Score -2.853621e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 240718 members 
Entering Unmasked Estep 
Score: -28538696.000000 Penalty: 6153.662598
	Iteration 13Q: 3 clusters Score -2.85387e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 242218 members 
Entering Unmasked Estep 
Score: -28539996.000000 Penalty: 6153.662598
	Iteration 14Q: 3 clusters Score -2.854e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 242909 members 
Entering Unmasked Estep 
Score: -28540528.000000 Penalty: 6153.662598
	Iteration 15Q: 3 clusters Score -2.854053e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 243218 members 
Entering Unmasked Estep 
Score: -28540752.000000 Penalty: 6153.662598
	Iteration 16Q: 3 clusters Score -2.854075e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 243357 members 
Entering Unmasked Estep 
Score: -28540868.000000 Penalty: 6153.662598
	Iteration 17Q: 3 clusters Score -2.854087e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 243445 members 
Entering Unmasked Estep 
Score: -28540942.000000 Penalty: 6153.662598
	Iteration 18Q: 3 clusters Score -2.854094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 243493 members 
Entering Unmasked Estep 
Score: -28541008.000000 Penalty: 6153.662598
	Iteration 19Q: 3 clusters Score -2.854101e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 243530 members 
Entering Unmasked Estep 
Score: -28541042.000000 Penalty: 6153.662598
	Iteration 20F: 3 clusters Score -2.854104e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 243558 members 
Entering Unmasked Estep 
Score: -28541074.000000 Penalty: 6153.662598
	Iteration 21Q: 3 clusters Score -2.854107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 243580 members 
Entering Unmasked Estep 
Score: -28541090.000000 Penalty: 6153.662598
	Iteration 22Q: 3 clusters Score -2.854109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 243601 members 
Entering Unmasked Estep 
Score: -28541116.000000 Penalty: 6153.662598
	Iteration 23Q: 3 clusters Score -2.854112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 243606 members 
Entering Unmasked Estep 
Score: -28541092.000000 Penalty: 6153.662598
	Iteration 24Q: 3 clusters Score -2.854109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 243610 members 
Entering Unmasked Estep 
Score: -28541102.000000 Penalty: 6153.662598
	Iteration 25Q: 3 clusters Score -2.85411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 243614 members 
Entering Unmasked Estep 
Score: -28541114.000000 Penalty: 6153.662598
	Iteration 26Q: 3 clusters Score -2.854111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 243624 members 
Entering Unmasked Estep 
Score: -28541116.000000 Penalty: 6153.662598
	Iteration 27Q: 3 clusters Score -2.854112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 243632 members 
Entering Unmasked Estep 
Score: -28541146.000000 Penalty: 6153.662598
	Iteration 28Q: 3 clusters Score -2.854115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 243643 members 
Entering Unmasked Estep 
Score: -28541148.000000 Penalty: 6153.662598
	Iteration 29Q: 3 clusters Score -2.854115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 243652 members 
Entering Unmasked Estep 
Score: -28541146.000000 Penalty: 6153.662598
	Iteration 30Q: 3 clusters Score -2.854115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 243658 members 
Entering Unmasked Estep 
Score: -28541136.000000 Penalty: 6153.662598
	Iteration 31Q: 3 clusters Score -2.854114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 243668 members 
Entering Unmasked Estep 
Score: -28541126.000000 Penalty: 6153.662598
	Iteration 32Q: 3 clusters Score -2.854113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 243676 members 
Entering Unmasked Estep 
Score: -28541140.000000 Penalty: 6153.662598
	Iteration 33Q: 3 clusters Score -2.854114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 243681 members 
Entering Unmasked Estep 
Score: -28541142.000000 Penalty: 6153.662598
	Iteration 34Q: 3 clusters Score -2.854114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 243681 members 
Entering Unmasked Estep 
Score: -28541156.000000 Penalty: 6153.662598
	Iteration 35Q: 3 clusters Score -2.854116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 243683 members 
Entering Unmasked Estep 
Score: -28541160.000000 Penalty: 6153.662598
	Iteration 36Q: 3 clusters Score -2.854116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 243684 members 
Entering Unmasked Estep 
Score: -28541170.000000 Penalty: 6153.662598
	Iteration 37Q: 3 clusters Score -2.854117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 243683 members 
Entering Unmasked Estep 
Score: -28541190.000000 Penalty: 6153.662598
	Iteration 38Q: 3 clusters Score -2.854119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 243682 members 
Entering Unmasked Estep 
Score: -28541172.000000 Penalty: 6153.662598
	Iteration 39Q: 3 clusters Score -2.854117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 243681 members 
Entering Unmasked Estep 
Score: -28541182.000000 Penalty: 6153.662598
	Iteration 40F: 3 clusters Score -2.854118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Entering Unmasked Estep 
Score: -2611556.500000 Penalty: 2480.264893
	Iteration 0F: 2 clusters Score -2611556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2596126.500000 Penalty: 4960.529785
	Iteration 0F: 3 clusters Score -2596126 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2601477.500000 Penalty: 4960.529785
	Iteration 1F: 3 clusters Score -2601478 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2602026.750000 Penalty: 4960.529785
	Iteration 2F: 3 clusters Score -2602027 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2602631.500000 Penalty: 4960.529785
	Iteration 3F: 3 clusters Score -2602632 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2603341.750000 Penalty: 4960.529785
	Iteration 4F: 3 clusters Score -2603342 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2604166.750000 Penalty: 4960.529785
	Iteration 5F: 3 clusters Score -2604167 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2605158.500000 Penalty: 4960.529785
	Iteration 6F: 3 clusters Score -2605158 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2606079.000000 Penalty: 4960.529785
	Iteration 7F: 3 clusters Score -2606079 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2606881.750000 Penalty: 4960.529785
	Iteration 8Q: 3 clusters Score -2606882 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2607636.750000 Penalty: 4960.529785
	Iteration 9Q: 3 clusters Score -2607637 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2608431.500000 Penalty: 4960.529785
	Iteration 10Q: 3 clusters Score -2608432 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2609207.750000 Penalty: 4960.529785
	Iteration 11Q: 3 clusters Score -2609208 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2609894.750000 Penalty: 4960.529785
	Iteration 12Q: 3 clusters Score -2609895 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2610325.000000 Penalty: 4960.529785
	Iteration 13Q: 3 clusters Score -2610325 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2610546.000000 Penalty: 4960.529785
	Iteration 14Q: 3 clusters Score -2610546 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2610688.250000 Penalty: 4960.529785
	Iteration 15Q: 3 clusters Score -2610688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2610758.500000 Penalty: 4960.529785
	Iteration 16Q: 3 clusters Score -2610758 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2610796.750000 Penalty: 4960.529785
	Iteration 17Q: 3 clusters Score -2610797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2610817.500000 Penalty: 4960.529785
	Iteration 18Q: 3 clusters Score -2610818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2610828.750000 Penalty: 4960.529785
	Iteration 19Q: 3 clusters Score -2610829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2610846.750000 Penalty: 4960.529785
	Iteration 20F: 3 clusters Score -2610847 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2610847.750000 Penalty: 4960.529785
	Iteration 21Q: 3 clusters Score -2610848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2610859.500000 Penalty: 4960.529785
	Iteration 22Q: 3 clusters Score -2610860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2610854.500000 Penalty: 4960.529785
	Iteration 23Q: 3 clusters Score -2610854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2610859.750000 Penalty: 4960.529785
	Iteration 24Q: 3 clusters Score -2610860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2610859.000000 Penalty: 4960.529785
	Iteration 25Q: 3 clusters Score -2610859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2610868.000000 Penalty: 4960.529785
	Iteration 26Q: 3 clusters Score -2610868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2610881.250000 Penalty: 4960.529785
	Iteration 27Q: 3 clusters Score -2610881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2610880.250000 Penalty: 4960.529785
	Iteration 28Q: 3 clusters Score -2610880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2610884.500000 Penalty: 4960.529785
	Iteration 29Q: 3 clusters Score -2610884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2610890.250000 Penalty: 4960.529785
	Iteration 30Q: 3 clusters Score -2610890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2610886.500000 Penalty: 4960.529785
	Iteration 31Q: 3 clusters Score -2610886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2610884.500000 Penalty: 4960.529785
	Iteration 32Q: 3 clusters Score -2610884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2610880.500000 Penalty: 4960.529785
	Iteration 33Q: 3 clusters Score -2610880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2610889.500000 Penalty: 4960.529785
	Iteration 34Q: 3 clusters Score -2610890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2610889.500000 Penalty: 4960.529785
	Iteration 35Q: 3 clusters Score -2610890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2610890.000000 Penalty: 4960.529785
	Iteration 36Q: 3 clusters Score -2610890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2610888.000000 Penalty: 4960.529785
	Iteration 37Q: 3 clusters Score -2610888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2610889.250000 Penalty: 4960.529785
	Iteration 38Q: 3 clusters Score -2610889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2610887.500000 Penalty: 4960.529785
	Iteration 39Q: 3 clusters Score -2610888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2610888.250000 Penalty: 4960.529785
	Iteration 40F: 3 clusters Score -2610888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2610889.250000 Penalty: 4960.529785
	Iteration 41Q: 3 clusters Score -2610889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2610890.500000 Penalty: 4960.529785
	Iteration 42Q: 3 clusters Score -2610890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2610895.250000 Penalty: 4960.529785
	Iteration 43Q: 3 clusters Score -2610895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2610895.750000 Penalty: 4960.529785
	Iteration 44Q: 3 clusters Score -2610896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2610894.250000 Penalty: 4960.529785
	Iteration 45Q: 3 clusters Score -2610894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2610891.750000 Penalty: 4960.529785
	Iteration 46Q: 3 clusters Score -2610892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2610891.750000 Penalty: 4960.529785
	Iteration 47F: 3 clusters Score -2610892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66393.757812 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66393.76 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66846.429688 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66846.43 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67342.351562 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -67342.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67566.585938 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -67566.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -67784.281250 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -67784.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68048.492188 Penalty: 3246.493408
	Iteration 5F: 3 clusters Score -68048.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68339.820312 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -68339.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68383.734375 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -68383.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68403.750000 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -68403.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68405.101562 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -68405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68411.500000 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -68411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68423.078125 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -68423.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68447.914062 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -68447.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68462.015625 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -68462.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -68474.539062 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -68474.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68481.765625 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -68481.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -68502.351562 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -68502.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68508.234375 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -68508.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68508.312500 Penalty: 3246.493408
	Iteration 18F: 3 clusters Score -68508.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -68513.359375 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -68513.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68514.765625 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -68514.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -68517.468750 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -68517.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68519.234375 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -68519.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68521.312500 Penalty: 3246.493408
	Iteration 23Q: 3 clusters Score -68521.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -68521.312500 Penalty: 3246.493408
	Iteration 24F: 3 clusters Score -68521.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 41482 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178845 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 54954 members 
Mstep: Class 11 contains 105927 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 137761 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 118088 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 3651 members 
Mstep: Class 26 contains 192171 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39261 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37804 members 
Mstep: Class 33 contains 13086 members 
Mstep: Class 34 contains 8401 members 
Mstep: Class 35 contains 58477 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13922 members 
Mstep: Class 41 contains 181 members 
Entering Unmasked Estep 
Score: -225983680.000000 Penalty: 147590.875000
Splitting cluster 14 changes total score from -225985056.000000 to -225983680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (137761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Entering Unmasked Estep 
Score: -16252031.000000 Penalty: 2934.652344
	Iteration 0F: 2 clusters Score -1.625203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 68683 members 
Entering Unmasked Estep 
Score: -16159525.000000 Penalty: 5869.304688
	Iteration 0F: 3 clusters Score -1.615952e+07 nChanged 66088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 67537 members 
Entering Unmasked Estep 
Score: -16198483.000000 Penalty: 5869.304688
	Iteration 1F: 3 clusters Score -1.619848e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -16200016.000000 Penalty: 5869.304688
	Iteration 2Q: 3 clusters Score -1.620002e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -16202008.000000 Penalty: 5869.304688
	Iteration 3Q: 3 clusters Score -1.620201e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -16204653.000000 Penalty: 5869.304688
	Iteration 4Q: 3 clusters Score -1.620465e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -16208338.000000 Penalty: 5869.304688
	Iteration 5F: 3 clusters Score -1.620834e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -16212708.000000 Penalty: 5869.304688
	Iteration 6F: 3 clusters Score -1.621271e+07 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -16217421.000000 Penalty: 5869.304688
	Iteration 7F: 3 clusters Score -1.621742e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -16221401.000000 Penalty: 5869.304688
	Iteration 8F: 3 clusters Score -1.62214e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76137 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -16224612.000000 Penalty: 5869.304688
	Iteration 9F: 3 clusters Score -1.622461e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -16227089.000000 Penalty: 5869.304688
	Iteration 10Q: 3 clusters Score -1.622709e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -16228924.000000 Penalty: 5869.304688
	Iteration 11Q: 3 clusters Score -1.622892e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -16230342.000000 Penalty: 5869.304688
	Iteration 12Q: 3 clusters Score -1.623034e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -16231470.000000 Penalty: 5869.304688
	Iteration 13Q: 3 clusters Score -1.623147e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -16232261.000000 Penalty: 5869.304688
	Iteration 14Q: 3 clusters Score -1.623226e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -16232822.000000 Penalty: 5869.304688
	Iteration 15Q: 3 clusters Score -1.623282e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -16233320.000000 Penalty: 5869.304688
	Iteration 16Q: 3 clusters Score -1.623332e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -16233643.000000 Penalty: 5869.304688
	Iteration 17Q: 3 clusters Score -1.623364e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 58065 members 
Entering Unmasked Estep 
Score: -16233877.000000 Penalty: 5869.304688
	Iteration 18Q: 3 clusters Score -1.623388e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -16234039.000000 Penalty: 5869.304688
	Iteration 19Q: 3 clusters Score -1.623404e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 58216 members 
Entering Unmasked Estep 
Score: -16234211.000000 Penalty: 5869.304688
	Iteration 20F: 3 clusters Score -1.623421e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -16234394.000000 Penalty: 5869.304688
	Iteration 21Q: 3 clusters Score -1.623439e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -16234551.000000 Penalty: 5869.304688
	Iteration 22Q: 3 clusters Score -1.623455e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -16234658.000000 Penalty: 5869.304688
	Iteration 23Q: 3 clusters Score -1.623466e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78669 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -16234814.000000 Penalty: 5869.304688
	Iteration 24Q: 3 clusters Score -1.623481e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -16234975.000000 Penalty: 5869.304688
	Iteration 25Q: 3 clusters Score -1.623498e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -16235027.000000 Penalty: 5869.304688
	Iteration 26Q: 3 clusters Score -1.623503e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -16235110.000000 Penalty: 5869.304688
	Iteration 27Q: 3 clusters Score -1.623511e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -16235253.000000 Penalty: 5869.304688
	Iteration 28Q: 3 clusters Score -1.623525e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -16235393.000000 Penalty: 5869.304688
	Iteration 29Q: 3 clusters Score -1.623539e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 61482 members 
Entering Unmasked Estep 
Score: -16235505.000000 Penalty: 5869.304688
	Iteration 30Q: 3 clusters Score -1.62355e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -16235613.000000 Penalty: 5869.304688
	Iteration 31Q: 3 clusters Score -1.623561e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -16235680.000000 Penalty: 5869.304688
	Iteration 32Q: 3 clusters Score -1.623568e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -16235835.000000 Penalty: 5869.304688
	Iteration 33Q: 3 clusters Score -1.623584e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74023 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -16235923.000000 Penalty: 5869.304688
	Iteration 34Q: 3 clusters Score -1.623592e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -16236050.000000 Penalty: 5869.304688
	Iteration 35Q: 3 clusters Score -1.623605e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72881 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -16236059.000000 Penalty: 5869.304688
	Iteration 36Q: 3 clusters Score -1.623606e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -16236151.000000 Penalty: 5869.304688
	Iteration 37Q: 3 clusters Score -1.623615e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -16236280.000000 Penalty: 5869.304688
	Iteration 38Q: 3 clusters Score -1.623628e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71123 members 
Mstep: Class 2 contains 66638 members 
Entering Unmasked Estep 
Score: -16236310.000000 Penalty: 5869.304688
	Iteration 39Q: 3 clusters Score -1.623631e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -16236391.000000 Penalty: 5869.304688
	Iteration 40F: 3 clusters Score -1.623639e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69909 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -16236476.000000 Penalty: 5869.304688
	Iteration 41Q: 3 clusters Score -1.623648e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69310 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
Score: -16236513.000000 Penalty: 5869.304688
	Iteration 42Q: 3 clusters Score -1.623651e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -16236551.000000 Penalty: 5869.304688
	Iteration 43Q: 3 clusters Score -1.623655e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -16236617.000000 Penalty: 5869.304688
	Iteration 44Q: 3 clusters Score -1.623662e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -16236684.000000 Penalty: 5869.304688
	Iteration 45Q: 3 clusters Score -1.623668e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -16236749.000000 Penalty: 5869.304688
	Iteration 46Q: 3 clusters Score -1.623675e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66066 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -16236823.000000 Penalty: 5869.304688
	Iteration 47Q: 3 clusters Score -1.623682e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65377 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -16236873.000000 Penalty: 5869.304688
	Iteration 48Q: 3 clusters Score -1.623687e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -16236930.000000 Penalty: 5869.304688
	Iteration 49Q: 3 clusters Score -1.623693e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -16237026.000000 Penalty: 5869.304688
	Iteration 50Q: 3 clusters Score -1.623703e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63184 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -16237071.000000 Penalty: 5869.304688
	Iteration 51Q: 3 clusters Score -1.623707e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -16237178.000000 Penalty: 5869.304688
	Iteration 52Q: 3 clusters Score -1.623718e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -16237251.000000 Penalty: 5869.304688
	Iteration 53Q: 3 clusters Score -1.623725e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -16237394.000000 Penalty: 5869.304688
	Iteration 54Q: 3 clusters Score -1.623739e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -16237460.000000 Penalty: 5869.304688
	Iteration 55Q: 3 clusters Score -1.623746e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -16237507.000000 Penalty: 5869.304688
	Iteration 56Q: 3 clusters Score -1.623751e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58489 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -16237587.000000 Penalty: 5869.304688
	Iteration 57Q: 3 clusters Score -1.623759e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 80096 members 
Entering Unmasked Estep 
Score: -16237660.000000 Penalty: 5869.304688
	Iteration 58Q: 3 clusters Score -1.623766e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -16237737.000000 Penalty: 5869.304688
	Iteration 59Q: 3 clusters Score -1.623774e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -16237806.000000 Penalty: 5869.304688
	Iteration 60F: 3 clusters Score -1.623781e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -16237910.000000 Penalty: 5869.304688
	Iteration 61Q: 3 clusters Score -1.623791e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -16238002.000000 Penalty: 5869.304688
	Iteration 62Q: 3 clusters Score -1.6238e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 84367 members 
Entering Unmasked Estep 
Score: -16238111.000000 Penalty: 5869.304688
	Iteration 63Q: 3 clusters Score -1.623811e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 85278 members 
Entering Unmasked Estep 
Score: -16238282.000000 Penalty: 5869.304688
	Iteration 64Q: 3 clusters Score -1.623828e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -16238381.000000 Penalty: 5869.304688
	Iteration 65Q: 3 clusters Score -1.623838e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 87152 members 
Entering Unmasked Estep 
Score: -16238497.000000 Penalty: 5869.304688
	Iteration 66Q: 3 clusters Score -1.62385e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -16238649.000000 Penalty: 5869.304688
	Iteration 67Q: 3 clusters Score -1.623865e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 89237 members 
Entering Unmasked Estep 
Score: -16238824.000000 Penalty: 5869.304688
	Iteration 68Q: 3 clusters Score -1.623882e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -16238929.000000 Penalty: 5869.304688
	Iteration 69Q: 3 clusters Score -1.623893e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -16239053.000000 Penalty: 5869.304688
	Iteration 70Q: 3 clusters Score -1.623905e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -16239190.000000 Penalty: 5869.304688
	Iteration 71Q: 3 clusters Score -1.623919e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -16239353.000000 Penalty: 5869.304688
	Iteration 72Q: 3 clusters Score -1.623935e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -16239452.000000 Penalty: 5869.304688
	Iteration 73Q: 3 clusters Score -1.623945e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 95621 members 
Entering Unmasked Estep 
Score: -16239591.000000 Penalty: 5869.304688
	Iteration 74Q: 3 clusters Score -1.623959e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -16239808.000000 Penalty: 5869.304688
	Iteration 75Q: 3 clusters Score -1.623981e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -16240005.000000 Penalty: 5869.304688
	Iteration 76Q: 3 clusters Score -1.624e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -16240282.000000 Penalty: 5869.304688
	Iteration 77Q: 3 clusters Score -1.624028e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 100117 members 
Entering Unmasked Estep 
Score: -16240516.000000 Penalty: 5869.304688
	Iteration 78Q: 3 clusters Score -1.624052e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -16240754.000000 Penalty: 5869.304688
	Iteration 79Q: 3 clusters Score -1.624075e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -16240883.000000 Penalty: 5869.304688
	Iteration 80F: 3 clusters Score -1.624088e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 103505 members 
Entering Unmasked Estep 
Score: -16241162.000000 Penalty: 5869.304688
	Iteration 81Q: 3 clusters Score -1.624116e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -16241411.000000 Penalty: 5869.304688
	Iteration 82Q: 3 clusters Score -1.624141e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 105884 members 
Entering Unmasked Estep 
Score: -16241631.000000 Penalty: 5869.304688
	Iteration 83Q: 3 clusters Score -1.624163e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 107111 members 
Entering Unmasked Estep 
Score: -16241860.000000 Penalty: 5869.304688
	Iteration 84Q: 3 clusters Score -1.624186e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 108341 members 
Entering Unmasked Estep 
Score: -16242080.000000 Penalty: 5869.304688
	Iteration 85Q: 3 clusters Score -1.624208e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 109536 members 
Entering Unmasked Estep 
Score: -16242325.000000 Penalty: 5869.304688
	Iteration 86Q: 3 clusters Score -1.624232e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 110698 members 
Entering Unmasked Estep 
Score: -16242500.000000 Penalty: 5869.304688
	Iteration 87Q: 3 clusters Score -1.62425e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 111898 members 
Entering Unmasked Estep 
Score: -16242757.000000 Penalty: 5869.304688
	Iteration 88Q: 3 clusters Score -1.624276e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -16243047.000000 Penalty: 5869.304688
	Iteration 89Q: 3 clusters Score -1.624305e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -16243312.000000 Penalty: 5869.304688
	Iteration 90Q: 3 clusters Score -1.624331e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -16243552.000000 Penalty: 5869.304688
	Iteration 91Q: 3 clusters Score -1.624355e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 116732 members 
Entering Unmasked Estep 
Score: -16243832.000000 Penalty: 5869.304688
	Iteration 92Q: 3 clusters Score -1.624383e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 117951 members 
Entering Unmasked Estep 
Score: -16244067.000000 Penalty: 5869.304688
	Iteration 93Q: 3 clusters Score -1.624407e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 119173 members 
Entering Unmasked Estep 
Score: -16244387.000000 Penalty: 5869.304688
	Iteration 94Q: 3 clusters Score -1.624439e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 120383 members 
Entering Unmasked Estep 
Score: -16244798.000000 Penalty: 5869.304688
	Iteration 95Q: 3 clusters Score -1.62448e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 121544 members 
Entering Unmasked Estep 
Score: -16245071.000000 Penalty: 5869.304688
	Iteration 96Q: 3 clusters Score -1.624507e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 122676 members 
Entering Unmasked Estep 
Score: -16245426.000000 Penalty: 5869.304688
	Iteration 97Q: 3 clusters Score -1.624543e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 123750 members 
Entering Unmasked Estep 
Score: -16245848.000000 Penalty: 5869.304688
	Iteration 98Q: 3 clusters Score -1.624585e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 124850 members 
Entering Unmasked Estep 
Score: -16246105.000000 Penalty: 5869.304688
	Iteration 99Q: 3 clusters Score -1.62461e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 125907 members 
Entering Unmasked Estep 
Score: -16246429.000000 Penalty: 5869.304688
	Iteration 100F: 3 clusters Score -1.624643e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 126931 members 
Entering Unmasked Estep 
Score: -16246750.000000 Penalty: 5869.304688
	Iteration 101Q: 3 clusters Score -1.624675e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -16247084.000000 Penalty: 5869.304688
	Iteration 102Q: 3 clusters Score -1.624708e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -16247324.000000 Penalty: 5869.304688
	Iteration 103Q: 3 clusters Score -1.624732e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 129450 members 
Entering Unmasked Estep 
Score: -16247616.000000 Penalty: 5869.304688
	Iteration 104Q: 3 clusters Score -1.624762e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 130124 members 
Entering Unmasked Estep 
Score: -16247811.000000 Penalty: 5869.304688
	Iteration 105Q: 3 clusters Score -1.624781e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 130749 members 
Entering Unmasked Estep 
Score: -16248020.000000 Penalty: 5869.304688
	Iteration 106Q: 3 clusters Score -1.624802e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 131304 members 
Entering Unmasked Estep 
Score: -16248214.000000 Penalty: 5869.304688
	Iteration 107Q: 3 clusters Score -1.624821e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 131785 members 
Entering Unmasked Estep 
Score: -16248381.000000 Penalty: 5869.304688
	Iteration 108Q: 3 clusters Score -1.624838e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 132239 members 
Entering Unmasked Estep 
Score: -16248520.000000 Penalty: 5869.304688
	Iteration 109Q: 3 clusters Score -1.624852e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 132622 members 
Entering Unmasked Estep 
Score: -16248600.000000 Penalty: 5869.304688
	Iteration 110Q: 3 clusters Score -1.62486e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -16248660.000000 Penalty: 5869.304688
	Iteration 111Q: 3 clusters Score -1.624866e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 133292 members 
Entering Unmasked Estep 
Score: -16248764.000000 Penalty: 5869.304688
	Iteration 112Q: 3 clusters Score -1.624876e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -16248815.000000 Penalty: 5869.304688
	Iteration 113Q: 3 clusters Score -1.624882e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 133872 members 
Entering Unmasked Estep 
Score: -16248914.000000 Penalty: 5869.304688
	Iteration 114Q: 3 clusters Score -1.624891e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 134127 members 
Entering Unmasked Estep 
Score: -16249027.000000 Penalty: 5869.304688
	Iteration 115Q: 3 clusters Score -1.624903e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 134376 members 
Entering Unmasked Estep 
Score: -16249114.000000 Penalty: 5869.304688
	Iteration 116Q: 3 clusters Score -1.624911e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
Score: -16249156.000000 Penalty: 5869.304688
	Iteration 117Q: 3 clusters Score -1.624916e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 134741 members 
Entering Unmasked Estep 
Score: -16249223.000000 Penalty: 5869.304688
	Iteration 118Q: 3 clusters Score -1.624922e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 134886 members 
Entering Unmasked Estep 
Score: -16249291.000000 Penalty: 5869.304688
	Iteration 119Q: 3 clusters Score -1.624929e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 135011 members 
Entering Unmasked Estep 
Score: -16249316.000000 Penalty: 5869.304688
	Iteration 120F: 3 clusters Score -1.624932e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 135104 members 
Entering Unmasked Estep 
Score: -16249337.000000 Penalty: 5869.304688
	Iteration 121Q: 3 clusters Score -1.624934e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 135194 members 
Entering Unmasked Estep 
Score: -16249353.000000 Penalty: 5869.304688
	Iteration 122Q: 3 clusters Score -1.624935e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 135278 members 
Entering Unmasked Estep 
Score: -16249384.000000 Penalty: 5869.304688
	Iteration 123Q: 3 clusters Score -1.624938e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -16249366.000000 Penalty: 5869.304688
	Iteration 124Q: 3 clusters Score -1.624937e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 135453 members 
Entering Unmasked Estep 
Score: -16249406.000000 Penalty: 5869.304688
	Iteration 125Q: 3 clusters Score -1.624941e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 135522 members 
Entering Unmasked Estep 
Score: -16249397.000000 Penalty: 5869.304688
	Iteration 126Q: 3 clusters Score -1.62494e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 135590 members 
Entering Unmasked Estep 
Score: -16249442.000000 Penalty: 5869.304688
	Iteration 127Q: 3 clusters Score -1.624944e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -16249421.000000 Penalty: 5869.304688
	Iteration 128Q: 3 clusters Score -1.624942e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 135708 members 
Entering Unmasked Estep 
Score: -16249432.000000 Penalty: 5869.304688
	Iteration 129Q: 3 clusters Score -1.624943e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 135752 members 
Entering Unmasked Estep 
Score: -16249479.000000 Penalty: 5869.304688
	Iteration 130Q: 3 clusters Score -1.624948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 135802 members 
Entering Unmasked Estep 
Score: -16249521.000000 Penalty: 5869.304688
	Iteration 131Q: 3 clusters Score -1.624952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 135849 members 
Entering Unmasked Estep 
Score: -16249542.000000 Penalty: 5869.304688
	Iteration 132Q: 3 clusters Score -1.624954e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 135897 members 
Entering Unmasked Estep 
Score: -16249554.000000 Penalty: 5869.304688
	Iteration 133Q: 3 clusters Score -1.624955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 135941 members 
Entering Unmasked Estep 
Score: -16249576.000000 Penalty: 5869.304688
	Iteration 134Q: 3 clusters Score -1.624958e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 135982 members 
Entering Unmasked Estep 
Score: -16249598.000000 Penalty: 5869.304688
	Iteration 135Q: 3 clusters Score -1.62496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 136018 members 
Entering Unmasked Estep 
Score: -16249577.000000 Penalty: 5869.304688
	Iteration 136Q: 3 clusters Score -1.624958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 136049 members 
Entering Unmasked Estep 
Score: -16249587.000000 Penalty: 5869.304688
	Iteration 137Q: 3 clusters Score -1.624959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 136077 members 
Entering Unmasked Estep 
Score: -16249605.000000 Penalty: 5869.304688
	Iteration 138Q: 3 clusters Score -1.62496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 136099 members 
Entering Unmasked Estep 
Score: -16249593.000000 Penalty: 5869.304688
	Iteration 139Q: 3 clusters Score -1.624959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 136117 members 
Entering Unmasked Estep 
Score: -16249601.000000 Penalty: 5869.304688
	Iteration 140F: 3 clusters Score -1.62496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -16249601.000000 Penalty: 5869.304688
	Iteration 141Q: 3 clusters Score -1.62496e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 136151 members 
Entering Unmasked Estep 
Score: -16249632.000000 Penalty: 5869.304688
	Iteration 142Q: 3 clusters Score -1.624963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 136171 members 
Entering Unmasked Estep 
Score: -16249643.000000 Penalty: 5869.304688
	Iteration 143Q: 3 clusters Score -1.624964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 136189 members 
Entering Unmasked Estep 
Score: -16249628.000000 Penalty: 5869.304688
	Iteration 144Q: 3 clusters Score -1.624963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -16249627.000000 Penalty: 5869.304688
	Iteration 145Q: 3 clusters Score -1.624963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 136228 members 
Entering Unmasked Estep 
Score: -16249628.000000 Penalty: 5869.304688
	Iteration 146Q: 3 clusters Score -1.624963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 136248 members 
Entering Unmasked Estep 
Score: -16249632.000000 Penalty: 5869.304688
	Iteration 147Q: 3 clusters Score -1.624963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 136267 members 
Entering Unmasked Estep 
Score: -16249645.000000 Penalty: 5869.304688
	Iteration 148Q: 3 clusters Score -1.624964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 136285 members 
Entering Unmasked Estep 
Score: -16249642.000000 Penalty: 5869.304688
	Iteration 149Q: 3 clusters Score -1.624964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -16249661.000000 Penalty: 5869.304688
	Iteration 150Q: 3 clusters Score -1.624966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -16249659.000000 Penalty: 5869.304688
	Iteration 151Q: 3 clusters Score -1.624966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 136309 members 
Entering Unmasked Estep 
Score: -16249647.000000 Penalty: 5869.304688
	Iteration 152Q: 3 clusters Score -1.624965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -16249650.000000 Penalty: 5869.304688
	Iteration 153Q: 3 clusters Score -1.624965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 136318 members 
Entering Unmasked Estep 
Score: -16249652.000000 Penalty: 5869.304688
	Iteration 154Q: 3 clusters Score -1.624965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 136321 members 
Entering Unmasked Estep 
Score: -16249671.000000 Penalty: 5869.304688
	Iteration 155Q: 3 clusters Score -1.624967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 136324 members 
Entering Unmasked Estep 
Score: -16249684.000000 Penalty: 5869.304688
	Iteration 156Q: 3 clusters Score -1.624968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 136326 members 
Entering Unmasked Estep 
Score: -16249680.000000 Penalty: 5869.304688
	Iteration 157Q: 3 clusters Score -1.624968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 136330 members 
Entering Unmasked Estep 
Score: -16249677.000000 Penalty: 5869.304688
	Iteration 158Q: 3 clusters Score -1.624968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -16249648.000000 Penalty: 5869.304688
	Iteration 159Q: 3 clusters Score -1.624965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 136335 members 
Entering Unmasked Estep 
Score: -16249643.000000 Penalty: 5869.304688
	Iteration 160F: 3 clusters Score -1.624964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -16249656.000000 Penalty: 5869.304688
	Iteration 161Q: 3 clusters Score -1.624966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -16249673.000000 Penalty: 5869.304688
	Iteration 162Q: 3 clusters Score -1.624967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 136348 members 
Entering Unmasked Estep 
Score: -16249662.000000 Penalty: 5869.304688
	Iteration 163Q: 3 clusters Score -1.624966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 136349 members 
Entering Unmasked Estep 
Score: -16249665.000000 Penalty: 5869.304688
	Iteration 164Q: 3 clusters Score -1.624966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 136350 members 
Entering Unmasked Estep 
Score: -16249662.000000 Penalty: 5869.304688
	Iteration 165Q: 3 clusters Score -1.624966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 136353 members 
Entering Unmasked Estep 
Score: -16249664.000000 Penalty: 5869.304688
	Iteration 166Q: 3 clusters Score -1.624966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 136353 members 
Entering Unmasked Estep 
Score: -16249664.000000 Penalty: 5869.304688
	Iteration 167F: 3 clusters Score -1.624966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Entering Unmasked Estep 
Score: -2761785.000000 Penalty: 2501.807129
	Iteration 0F: 2 clusters Score -2761785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2745069.750000 Penalty: 5003.614258
	Iteration 0F: 3 clusters Score -2745070 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2750874.500000 Penalty: 5003.614258
	Iteration 1F: 3 clusters Score -2750874 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2751423.000000 Penalty: 5003.614258
	Iteration 2F: 3 clusters Score -2751423 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2752017.750000 Penalty: 5003.614258
	Iteration 3F: 3 clusters Score -2752018 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2752747.500000 Penalty: 5003.614258
	Iteration 4F: 3 clusters Score -2752748 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2753587.000000 Penalty: 5003.614258
	Iteration 5F: 3 clusters Score -2753587 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2754599.250000 Penalty: 5003.614258
	Iteration 6F: 3 clusters Score -2754599 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2755652.250000 Penalty: 5003.614258
	Iteration 7F: 3 clusters Score -2755652 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2756555.250000 Penalty: 5003.614258
	Iteration 8F: 3 clusters Score -2756555 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2757350.000000 Penalty: 5003.614258
	Iteration 9Q: 3 clusters Score -2757350 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2757989.000000 Penalty: 5003.614258
	Iteration 10Q: 3 clusters Score -2757989 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2758462.000000 Penalty: 5003.614258
	Iteration 11Q: 3 clusters Score -2758462 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2758831.500000 Penalty: 5003.614258
	Iteration 12Q: 3 clusters Score -2758832 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2759069.750000 Penalty: 5003.614258
	Iteration 13Q: 3 clusters Score -2759070 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2759240.000000 Penalty: 5003.614258
	Iteration 14Q: 3 clusters Score -2759240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2759352.000000 Penalty: 5003.614258
	Iteration 15Q: 3 clusters Score -2759352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2759435.250000 Penalty: 5003.614258
	Iteration 16Q: 3 clusters Score -2759435 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2759506.250000 Penalty: 5003.614258
	Iteration 17Q: 3 clusters Score -2759506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2759542.500000 Penalty: 5003.614258
	Iteration 18Q: 3 clusters Score -2759542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2759566.250000 Penalty: 5003.614258
	Iteration 19Q: 3 clusters Score -2759566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2759582.500000 Penalty: 5003.614258
	Iteration 20F: 3 clusters Score -2759582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2759591.750000 Penalty: 5003.614258
	Iteration 21Q: 3 clusters Score -2759592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2759603.250000 Penalty: 5003.614258
	Iteration 22Q: 3 clusters Score -2759603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2759608.250000 Penalty: 5003.614258
	Iteration 23Q: 3 clusters Score -2759608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2759614.000000 Penalty: 5003.614258
	Iteration 24Q: 3 clusters Score -2759614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2759620.500000 Penalty: 5003.614258
	Iteration 25Q: 3 clusters Score -2759620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2759624.500000 Penalty: 5003.614258
	Iteration 26Q: 3 clusters Score -2759624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2759628.500000 Penalty: 5003.614258
	Iteration 27Q: 3 clusters Score -2759628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2759635.000000 Penalty: 5003.614258
	Iteration 28Q: 3 clusters Score -2759635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2759641.500000 Penalty: 5003.614258
	Iteration 29Q: 3 clusters Score -2759642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2759644.000000 Penalty: 5003.614258
	Iteration 30Q: 3 clusters Score -2759644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2759651.750000 Penalty: 5003.614258
	Iteration 31Q: 3 clusters Score -2759652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2759662.500000 Penalty: 5003.614258
	Iteration 32Q: 3 clusters Score -2759662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2759666.000000 Penalty: 5003.614258
	Iteration 33Q: 3 clusters Score -2759666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2759674.500000 Penalty: 5003.614258
	Iteration 34Q: 3 clusters Score -2759674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2759677.750000 Penalty: 5003.614258
	Iteration 35Q: 3 clusters Score -2759678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2759679.500000 Penalty: 5003.614258
	Iteration 36Q: 3 clusters Score -2759680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2759683.750000 Penalty: 5003.614258
	Iteration 37Q: 3 clusters Score -2759684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2759685.500000 Penalty: 5003.614258
	Iteration 38Q: 3 clusters Score -2759686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2759690.250000 Penalty: 5003.614258
	Iteration 39Q: 3 clusters Score -2759690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2759689.750000 Penalty: 5003.614258
	Iteration 40F: 3 clusters Score -2759690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (118088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118088 members 
Entering Unmasked Estep 
Score: -13513937.000000 Penalty: 2896.437988
	Iteration 0F: 2 clusters Score -1.351394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -13434637.000000 Penalty: 5792.875977
	Iteration 0F: 3 clusters Score -1.343464e+07 nChanged 56222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -13466813.000000 Penalty: 5792.875977
	Iteration 1F: 3 clusters Score -1.346681e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -13467844.000000 Penalty: 5792.875977
	Iteration 2Q: 3 clusters Score -1.346784e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67189 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -13469182.000000 Penalty: 5792.875977
	Iteration 3Q: 3 clusters Score -1.346918e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -13471672.000000 Penalty: 5792.875977
	Iteration 4Q: 3 clusters Score -1.347167e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -13475831.000000 Penalty: 5792.875977
	Iteration 5F: 3 clusters Score -1.347583e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -13482726.000000 Penalty: 5792.875977
	Iteration 6F: 3 clusters Score -1.348273e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -13492403.000000 Penalty: 5792.875977
	Iteration 7F: 3 clusters Score -1.34924e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -13501808.000000 Penalty: 5792.875977
	Iteration 8F: 3 clusters Score -1.350181e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113869 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -13507580.000000 Penalty: 5792.875977
	Iteration 9F: 3 clusters Score -1.350758e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116481 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -13510054.000000 Penalty: 5792.875977
	Iteration 10Q: 3 clusters Score -1.351005e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117374 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13510835.000000 Penalty: 5792.875977
	Iteration 11Q: 3 clusters Score -1.351084e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117650 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13511099.000000 Penalty: 5792.875977
	Iteration 12Q: 3 clusters Score -1.35111e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117742 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13511230.000000 Penalty: 5792.875977
	Iteration 13Q: 3 clusters Score -1.351123e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117774 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13511299.000000 Penalty: 5792.875977
	Iteration 14Q: 3 clusters Score -1.35113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -13511329.000000 Penalty: 5792.875977
	Iteration 15Q: 3 clusters Score -1.351133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13511330.000000 Penalty: 5792.875977
	Iteration 16Q: 3 clusters Score -1.351133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117804 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13511340.000000 Penalty: 5792.875977
	Iteration 17Q: 3 clusters Score -1.351134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13511360.000000 Penalty: 5792.875977
	Iteration 18Q: 3 clusters Score -1.351136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13511360.000000 Penalty: 5792.875977
	Iteration 19Q: 3 clusters Score -1.351136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13511357.000000 Penalty: 5792.875977
	Iteration 20F: 3 clusters Score -1.351136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13511359.000000 Penalty: 5792.875977
	Iteration 21Q: 3 clusters Score -1.351136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117801 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13511370.000000 Penalty: 5792.875977
	Iteration 22Q: 3 clusters Score -1.351137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117804 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13511366.000000 Penalty: 5792.875977
	Iteration 23Q: 3 clusters Score -1.351137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13511368.000000 Penalty: 5792.875977
	Iteration 24Q: 3 clusters Score -1.351137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13511381.000000 Penalty: 5792.875977
	Iteration 25Q: 3 clusters Score -1.351138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117807 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -13511381.000000 Penalty: 5792.875977
	Iteration 26F: 3 clusters Score -1.351138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Entering Unmasked Estep 
Score: -2575765.500000 Penalty: 2484.480225
	Iteration 0F: 2 clusters Score -2575766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2560252.250000 Penalty: 4968.960449
	Iteration 0F: 3 clusters Score -2560252 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2565522.250000 Penalty: 4968.960449
	Iteration 1F: 3 clusters Score -2565522 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2565962.750000 Penalty: 4968.960449
	Iteration 2F: 3 clusters Score -2565963 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2566397.750000 Penalty: 4968.960449
	Iteration 3Q: 3 clusters Score -2566398 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2566892.000000 Penalty: 4968.960449
	Iteration 4Q: 3 clusters Score -2566892 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2567516.000000 Penalty: 4968.960449
	Iteration 5F: 3 clusters Score -2567516 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2568318.250000 Penalty: 4968.960449
	Iteration 6F: 3 clusters Score -2568318 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2569285.750000 Penalty: 4968.960449
	Iteration 7F: 3 clusters Score -2569286 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2570358.750000 Penalty: 4968.960449
	Iteration 8F: 3 clusters Score -2570359 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2571399.750000 Penalty: 4968.960449
	Iteration 9F: 3 clusters Score -2571400 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2572182.000000 Penalty: 4968.960449
	Iteration 10Q: 3 clusters Score -2572182 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2572719.500000 Penalty: 4968.960449
	Iteration 11Q: 3 clusters Score -2572720 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2573076.500000 Penalty: 4968.960449
	Iteration 12Q: 3 clusters Score -2573076 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2573319.500000 Penalty: 4968.960449
	Iteration 13Q: 3 clusters Score -2573320 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2573468.500000 Penalty: 4968.960449
	Iteration 14Q: 3 clusters Score -2573468 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2573548.500000 Penalty: 4968.960449
	Iteration 15Q: 3 clusters Score -2573548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -2573609.250000 Penalty: 4968.960449
	Iteration 16Q: 3 clusters Score -2573609 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2573660.750000 Penalty: 4968.960449
	Iteration 17Q: 3 clusters Score -2573661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2573697.000000 Penalty: 4968.960449
	Iteration 18Q: 3 clusters Score -2573697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2573717.750000 Penalty: 4968.960449
	Iteration 19Q: 3 clusters Score -2573718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2573738.000000 Penalty: 4968.960449
	Iteration 20F: 3 clusters Score -2573738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2573752.500000 Penalty: 4968.960449
	Iteration 21Q: 3 clusters Score -2573752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2573763.000000 Penalty: 4968.960449
	Iteration 22Q: 3 clusters Score -2573763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2573771.000000 Penalty: 4968.960449
	Iteration 23Q: 3 clusters Score -2573771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2573782.250000 Penalty: 4968.960449
	Iteration 24Q: 3 clusters Score -2573782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2573788.750000 Penalty: 4968.960449
	Iteration 25Q: 3 clusters Score -2573789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2573791.750000 Penalty: 4968.960449
	Iteration 26Q: 3 clusters Score -2573792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2573795.750000 Penalty: 4968.960449
	Iteration 27Q: 3 clusters Score -2573796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2573798.500000 Penalty: 4968.960449
	Iteration 28Q: 3 clusters Score -2573798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2573800.750000 Penalty: 4968.960449
	Iteration 29Q: 3 clusters Score -2573801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2573802.250000 Penalty: 4968.960449
	Iteration 30Q: 3 clusters Score -2573802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2573800.500000 Penalty: 4968.960449
	Iteration 31Q: 3 clusters Score -2573800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2573800.500000 Penalty: 4968.960449
	Iteration 32F: 3 clusters Score -2573800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1709265.125000 Penalty: 2374.939941
	Iteration 0F: 2 clusters Score -1709265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1698739.500000 Penalty: 4749.879883
	Iteration 0F: 3 clusters Score -1698740 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1702098.500000 Penalty: 4749.879883
	Iteration 1F: 3 clusters Score -1702098 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1702575.250000 Penalty: 4749.879883
	Iteration 2F: 3 clusters Score -1702575 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1703087.750000 Penalty: 4749.879883
	Iteration 3F: 3 clusters Score -1703088 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1703774.250000 Penalty: 4749.879883
	Iteration 4F: 3 clusters Score -1703774 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1704554.250000 Penalty: 4749.879883
	Iteration 5F: 3 clusters Score -1704554 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1705225.625000 Penalty: 4749.879883
	Iteration 6F: 3 clusters Score -1705226 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1705724.875000 Penalty: 4749.879883
	Iteration 7F: 3 clusters Score -1705725 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1706094.625000 Penalty: 4749.879883
	Iteration 8Q: 3 clusters Score -1706095 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1706381.375000 Penalty: 4749.879883
	Iteration 9Q: 3 clusters Score -1706381 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1706583.125000 Penalty: 4749.879883
	Iteration 10Q: 3 clusters Score -1706583 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1706732.750000 Penalty: 4749.879883
	Iteration 11Q: 3 clusters Score -1706733 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1706841.500000 Penalty: 4749.879883
	Iteration 12Q: 3 clusters Score -1706842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1706924.625000 Penalty: 4749.879883
	Iteration 13Q: 3 clusters Score -1706925 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1706993.375000 Penalty: 4749.879883
	Iteration 14Q: 3 clusters Score -1706993 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1707041.250000 Penalty: 4749.879883
	Iteration 15Q: 3 clusters Score -1707041 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1707090.125000 Penalty: 4749.879883
	Iteration 16Q: 3 clusters Score -1707090 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1707130.250000 Penalty: 4749.879883
	Iteration 17Q: 3 clusters Score -1707130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1707163.000000 Penalty: 4749.879883
	Iteration 18Q: 3 clusters Score -1707163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1707196.375000 Penalty: 4749.879883
	Iteration 19Q: 3 clusters Score -1707196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1707220.375000 Penalty: 4749.879883
	Iteration 20F: 3 clusters Score -1707220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1707241.750000 Penalty: 4749.879883
	Iteration 21Q: 3 clusters Score -1707242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1707264.625000 Penalty: 4749.879883
	Iteration 22Q: 3 clusters Score -1707265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1707283.375000 Penalty: 4749.879883
	Iteration 23Q: 3 clusters Score -1707283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1707301.500000 Penalty: 4749.879883
	Iteration 24Q: 3 clusters Score -1707302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1707306.500000 Penalty: 4749.879883
	Iteration 25Q: 3 clusters Score -1707306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1707312.625000 Penalty: 4749.879883
	Iteration 26Q: 3 clusters Score -1707313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1707316.750000 Penalty: 4749.879883
	Iteration 27Q: 3 clusters Score -1707317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1707326.000000 Penalty: 4749.879883
	Iteration 28Q: 3 clusters Score -1707326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1707326.750000 Penalty: 4749.879883
	Iteration 29Q: 3 clusters Score -1707327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1707334.000000 Penalty: 4749.879883
	Iteration 30Q: 3 clusters Score -1707334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1707333.375000 Penalty: 4749.879883
	Iteration 31Q: 3 clusters Score -1707333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1707333.750000 Penalty: 4749.879883
	Iteration 32Q: 3 clusters Score -1707334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1707336.250000 Penalty: 4749.879883
	Iteration 33Q: 3 clusters Score -1707336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1707337.875000 Penalty: 4749.879883
	Iteration 34Q: 3 clusters Score -1707338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1707339.250000 Penalty: 4749.879883
	Iteration 35Q: 3 clusters Score -1707339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1707338.625000 Penalty: 4749.879883
	Iteration 36Q: 3 clusters Score -1707339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1707342.375000 Penalty: 4749.879883
	Iteration 37Q: 3 clusters Score -1707342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1707341.250000 Penalty: 4749.879883
	Iteration 38Q: 3 clusters Score -1707341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1707346.250000 Penalty: 4749.879883
	Iteration 39Q: 3 clusters Score -1707346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1707345.500000 Penalty: 4749.879883
	Iteration 40F: 3 clusters Score -1707346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1019273.000000 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1019273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1012042.937500 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1012043 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1014200.875000 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1014201 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1014750.187500 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1014750 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1015183.687500 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1015184 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1015576.375000 Penalty: 4530.088867
	Iteration 4F: 3 clusters Score -1015576 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1015936.750000 Penalty: 4530.088867
	Iteration 5F: 3 clusters Score -1015937 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1016269.625000 Penalty: 4530.088867
	Iteration 6Q: 3 clusters Score -1016270 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1016547.125000 Penalty: 4530.088867
	Iteration 7Q: 3 clusters Score -1016547 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1016818.000000 Penalty: 4530.088867
	Iteration 8Q: 3 clusters Score -1016818 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1017132.000000 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1017132 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1017456.062500 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1017456 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1017848.000000 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1017848 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1018210.250000 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1018210 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1018484.875000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1018485 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1018683.187500 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1018683 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1018792.437500 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1018792 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1018852.250000 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1018852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1018888.312500 Penalty: 4530.088867
	Iteration 17Q: 3 clusters Score -1018888 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1018911.187500 Penalty: 4530.088867
	Iteration 18Q: 3 clusters Score -1018911 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1018934.250000 Penalty: 4530.088867
	Iteration 19Q: 3 clusters Score -1018934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1018961.812500 Penalty: 4530.088867
	Iteration 20F: 3 clusters Score -1018962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1018975.750000 Penalty: 4530.088867
	Iteration 21Q: 3 clusters Score -1018976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1018989.062500 Penalty: 4530.088867
	Iteration 22Q: 3 clusters Score -1018989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1018997.312500 Penalty: 4530.088867
	Iteration 23Q: 3 clusters Score -1018997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1019004.875000 Penalty: 4530.088867
	Iteration 24Q: 3 clusters Score -1019005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1019015.187500 Penalty: 4530.088867
	Iteration 25Q: 3 clusters Score -1019015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1019018.375000 Penalty: 4530.088867
	Iteration 26Q: 3 clusters Score -1019018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1019024.625000 Penalty: 4530.088867
	Iteration 27Q: 3 clusters Score -1019025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1019028.062500 Penalty: 4530.088867
	Iteration 28Q: 3 clusters Score -1019028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1019033.187500 Penalty: 4530.088867
	Iteration 29Q: 3 clusters Score -1019033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1019034.125000 Penalty: 4530.088867
	Iteration 30Q: 3 clusters Score -1019034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1019034.437500 Penalty: 4530.088867
	Iteration 31Q: 3 clusters Score -1019034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1019035.375000 Penalty: 4530.088867
	Iteration 32Q: 3 clusters Score -1019035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1019034.375000 Penalty: 4530.088867
	Iteration 33Q: 3 clusters Score -1019034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1019035.312500 Penalty: 4530.088867
	Iteration 34Q: 3 clusters Score -1019035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1019035.000000 Penalty: 4530.088867
	Iteration 35Q: 3 clusters Score -1019035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1019034.937500 Penalty: 4530.088867
	Iteration 36Q: 3 clusters Score -1019035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1019034.562500 Penalty: 4530.088867
	Iteration 37Q: 3 clusters Score -1019035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1019031.875000 Penalty: 4530.088867
	Iteration 38Q: 3 clusters Score -1019032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1019031.875000 Penalty: 4530.088867
	Iteration 39F: 3 clusters Score -1019032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Entering Unmasked Estep 
Score: -866451.000000 Penalty: 2226.426025
	Iteration 0F: 2 clusters Score -866451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -859997.125000 Penalty: 4452.852051
	Iteration 0F: 3 clusters Score -859997.1 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -861899.687500 Penalty: 4452.852051
	Iteration 1F: 3 clusters Score -861899.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -862299.187500 Penalty: 4452.852051
	Iteration 2F: 3 clusters Score -862299.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -862613.812500 Penalty: 4452.852051
	Iteration 3F: 3 clusters Score -862613.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -862915.375000 Penalty: 4452.852051
	Iteration 4F: 3 clusters Score -862915.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -863247.875000 Penalty: 4452.852051
	Iteration 5F: 3 clusters Score -863247.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -863598.687500 Penalty: 4452.852051
	Iteration 6F: 3 clusters Score -863598.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -863994.687500 Penalty: 4452.852051
	Iteration 7F: 3 clusters Score -863994.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -864462.437500 Penalty: 4452.852051
	Iteration 8F: 3 clusters Score -864462.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -864907.000000 Penalty: 4452.852051
	Iteration 9F: 3 clusters Score -864907 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -865265.250000 Penalty: 4452.852051
	Iteration 10Q: 3 clusters Score -865265.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -865582.562500 Penalty: 4452.852051
	Iteration 11Q: 3 clusters Score -865582.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -865813.125000 Penalty: 4452.852051
	Iteration 12Q: 3 clusters Score -865813.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -865970.937500 Penalty: 4452.852051
	Iteration 13Q: 3 clusters Score -865970.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -866036.250000 Penalty: 4452.852051
	Iteration 14Q: 3 clusters Score -866036.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -866067.375000 Penalty: 4452.852051
	Iteration 15Q: 3 clusters Score -866067.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -866072.437500 Penalty: 4452.852051
	Iteration 16Q: 3 clusters Score -866072.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -866078.750000 Penalty: 4452.852051
	Iteration 17Q: 3 clusters Score -866078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -866080.187500 Penalty: 4452.852051
	Iteration 18Q: 3 clusters Score -866080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -866085.375000 Penalty: 4452.852051
	Iteration 19Q: 3 clusters Score -866085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -866086.687500 Penalty: 4452.852051
	Iteration 20F: 3 clusters Score -866086.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -866089.062500 Penalty: 4452.852051
	Iteration 21Q: 3 clusters Score -866089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -866091.687500 Penalty: 4452.852051
	Iteration 22Q: 3 clusters Score -866091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -866092.500000 Penalty: 4452.852051
	Iteration 23Q: 3 clusters Score -866092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -866093.250000 Penalty: 4452.852051
	Iteration 24Q: 3 clusters Score -866093.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -866093.250000 Penalty: 4452.852051
	Iteration 25F: 3 clusters Score -866093.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168399 members 
Entering Unmasked Estep 
Score: -19472556.000000 Penalty: 2984.454590
	Iteration 0F: 2 clusters Score -1.947256e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83964 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -19359780.000000 Penalty: 5968.909180
	Iteration 0F: 3 clusters Score -1.935978e+07 nChanged 80773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -19407116.000000 Penalty: 5968.909180
	Iteration 1F: 3 clusters Score -1.940712e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 86103 members 
Entering Unmasked Estep 
Score: -19408374.000000 Penalty: 5968.909180
	Iteration 2Q: 3 clusters Score -1.940837e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 86511 members 
Entering Unmasked Estep 
Score: -19410380.000000 Penalty: 5968.909180
	Iteration 3Q: 3 clusters Score -1.941038e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -19412938.000000 Penalty: 5968.909180
	Iteration 4Q: 3 clusters Score -1.941294e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -19416356.000000 Penalty: 5968.909180
	Iteration 5Q: 3 clusters Score -1.941636e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 89934 members 
Entering Unmasked Estep 
Score: -19420538.000000 Penalty: 5968.909180
	Iteration 6F: 3 clusters Score -1.942054e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75673 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -19424932.000000 Penalty: 5968.909180
	Iteration 7F: 3 clusters Score -1.942493e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -19429662.000000 Penalty: 5968.909180
	Iteration 8F: 3 clusters Score -1.942966e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 101969 members 
Entering Unmasked Estep 
Score: -19433896.000000 Penalty: 5968.909180
	Iteration 9Q: 3 clusters Score -1.94339e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 108144 members 
Entering Unmasked Estep 
Score: -19437894.000000 Penalty: 5968.909180
	Iteration 10Q: 3 clusters Score -1.943789e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 115153 members 
Entering Unmasked Estep 
Score: -19441810.000000 Penalty: 5968.909180
	Iteration 11Q: 3 clusters Score -1.944181e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 122868 members 
Entering Unmasked Estep 
Score: -19445758.000000 Penalty: 5968.909180
	Iteration 12Q: 3 clusters Score -1.944576e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 131076 members 
Entering Unmasked Estep 
Score: -19450280.000000 Penalty: 5968.909180
	Iteration 13Q: 3 clusters Score -1.945028e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 139213 members 
Entering Unmasked Estep 
Score: -19454908.000000 Penalty: 5968.909180
	Iteration 14Q: 3 clusters Score -1.945491e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 146807 members 
Entering Unmasked Estep 
Score: -19459460.000000 Penalty: 5968.909180
	Iteration 15Q: 3 clusters Score -1.945946e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 153072 members 
Entering Unmasked Estep 
Score: -19463102.000000 Penalty: 5968.909180
	Iteration 16Q: 3 clusters Score -1.94631e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 157878 members 
Entering Unmasked Estep 
Score: -19465828.000000 Penalty: 5968.909180
	Iteration 17Q: 3 clusters Score -1.946583e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -19467504.000000 Penalty: 5968.909180
	Iteration 18Q: 3 clusters Score -1.94675e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -19468478.000000 Penalty: 5968.909180
	Iteration 19Q: 3 clusters Score -1.946848e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -19469086.000000 Penalty: 5968.909180
	Iteration 20F: 3 clusters Score -1.946909e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 165371 members 
Entering Unmasked Estep 
Score: -19469448.000000 Penalty: 5968.909180
	Iteration 21Q: 3 clusters Score -1.946945e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 165865 members 
Entering Unmasked Estep 
Score: -19469690.000000 Penalty: 5968.909180
	Iteration 22Q: 3 clusters Score -1.946969e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -19469828.000000 Penalty: 5968.909180
	Iteration 23Q: 3 clusters Score -1.946983e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 166458 members 
Entering Unmasked Estep 
Score: -19469932.000000 Penalty: 5968.909180
	Iteration 24Q: 3 clusters Score -1.946993e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 166637 members 
Entering Unmasked Estep 
Score: -19469998.000000 Penalty: 5968.909180
	Iteration 25Q: 3 clusters Score -1.947e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 166773 members 
Entering Unmasked Estep 
Score: -19470054.000000 Penalty: 5968.909180
	Iteration 26Q: 3 clusters Score -1.947005e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 166889 members 
Entering Unmasked Estep 
Score: -19470108.000000 Penalty: 5968.909180
	Iteration 27Q: 3 clusters Score -1.947011e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 166976 members 
Entering Unmasked Estep 
Score: -19470166.000000 Penalty: 5968.909180
	Iteration 28Q: 3 clusters Score -1.947017e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 167043 members 
Entering Unmasked Estep 
Score: -19470198.000000 Penalty: 5968.909180
	Iteration 29Q: 3 clusters Score -1.94702e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 167091 members 
Entering Unmasked Estep 
Score: -19470216.000000 Penalty: 5968.909180
	Iteration 30Q: 3 clusters Score -1.947022e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 167133 members 
Entering Unmasked Estep 
Score: -19470228.000000 Penalty: 5968.909180
	Iteration 31Q: 3 clusters Score -1.947023e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 167163 members 
Entering Unmasked Estep 
Score: -19470258.000000 Penalty: 5968.909180
	Iteration 32Q: 3 clusters Score -1.947026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 167179 members 
Entering Unmasked Estep 
Score: -19470262.000000 Penalty: 5968.909180
	Iteration 33Q: 3 clusters Score -1.947026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -19470264.000000 Penalty: 5968.909180
	Iteration 34Q: 3 clusters Score -1.947026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 167213 members 
Entering Unmasked Estep 
Score: -19470256.000000 Penalty: 5968.909180
	Iteration 35Q: 3 clusters Score -1.947026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 167227 members 
Entering Unmasked Estep 
Score: -19470254.000000 Penalty: 5968.909180
	Iteration 36Q: 3 clusters Score -1.947025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 167242 members 
Entering Unmasked Estep 
Score: -19470268.000000 Penalty: 5968.909180
	Iteration 37Q: 3 clusters Score -1.947027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 167252 members 
Entering Unmasked Estep 
Score: -19470268.000000 Penalty: 5968.909180
	Iteration 38Q: 3 clusters Score -1.947027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 167259 members 
Entering Unmasked Estep 
Score: -19470246.000000 Penalty: 5968.909180
	Iteration 39Q: 3 clusters Score -1.947025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 167267 members 
Entering Unmasked Estep 
Score: -19470280.000000 Penalty: 5968.909180
	Iteration 40F: 3 clusters Score -1.947028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 167275 members 
Entering Unmasked Estep 
Score: -19470276.000000 Penalty: 5968.909180
	Iteration 41Q: 3 clusters Score -1.947028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -19470282.000000 Penalty: 5968.909180
	Iteration 42Q: 3 clusters Score -1.947028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -19470292.000000 Penalty: 5968.909180
	Iteration 43Q: 3 clusters Score -1.947029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 167293 members 
Entering Unmasked Estep 
Score: -19470290.000000 Penalty: 5968.909180
	Iteration 44Q: 3 clusters Score -1.947029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 167304 members 
Entering Unmasked Estep 
Score: -19470292.000000 Penalty: 5968.909180
	Iteration 45Q: 3 clusters Score -1.947029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -19470302.000000 Penalty: 5968.909180
	Iteration 46Q: 3 clusters Score -1.94703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -19470300.000000 Penalty: 5968.909180
	Iteration 47Q: 3 clusters Score -1.94703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 167316 members 
Entering Unmasked Estep 
Score: -19470304.000000 Penalty: 5968.909180
	Iteration 48Q: 3 clusters Score -1.94703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -19470296.000000 Penalty: 5968.909180
	Iteration 49Q: 3 clusters Score -1.94703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 167322 members 
Entering Unmasked Estep 
Score: -19470298.000000 Penalty: 5968.909180
	Iteration 50Q: 3 clusters Score -1.94703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 167326 members 
Entering Unmasked Estep 
Score: -19470290.000000 Penalty: 5968.909180
	Iteration 51Q: 3 clusters Score -1.947029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 167324 members 
Entering Unmasked Estep 
Score: -19470296.000000 Penalty: 5968.909180
	Iteration 52Q: 3 clusters Score -1.94703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 167327 members 
Entering Unmasked Estep 
Score: -19470296.000000 Penalty: 5968.909180
	Iteration 53Q: 3 clusters Score -1.94703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 167328 members 
Entering Unmasked Estep 
Score: -19470304.000000 Penalty: 5968.909180
	Iteration 54Q: 3 clusters Score -1.94703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 167329 members 
Entering Unmasked Estep 
Score: -19470296.000000 Penalty: 5968.909180
	Iteration 55Q: 3 clusters Score -1.94703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 167330 members 
Entering Unmasked Estep 
Score: -19470310.000000 Penalty: 5968.909180
	Iteration 56Q: 3 clusters Score -1.947031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 167331 members 
Entering Unmasked Estep 
Score: -19470300.000000 Penalty: 5968.909180
	Iteration 57Q: 3 clusters Score -1.94703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 167330 members 
Entering Unmasked Estep 
Score: -19470298.000000 Penalty: 5968.909180
	Iteration 58Q: 3 clusters Score -1.94703e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 167330 members 
Entering Unmasked Estep 
Score: -19470298.000000 Penalty: 5968.909180
	Iteration 59F: 3 clusters Score -1.94703e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Entering Unmasked Estep 
Score: -1477434.375000 Penalty: 2357.116211
	Iteration 0F: 2 clusters Score -1477434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1467535.250000 Penalty: 4714.232422
	Iteration 0F: 3 clusters Score -1467535 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1470654.750000 Penalty: 4714.232422
	Iteration 1F: 3 clusters Score -1470655 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1471071.375000 Penalty: 4714.232422
	Iteration 2F: 3 clusters Score -1471071 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1471445.000000 Penalty: 4714.232422
	Iteration 3F: 3 clusters Score -1471445 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1471771.500000 Penalty: 4714.232422
	Iteration 4Q: 3 clusters Score -1471772 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1472100.750000 Penalty: 4714.232422
	Iteration 5Q: 3 clusters Score -1472101 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1472390.625000 Penalty: 4714.232422
	Iteration 6Q: 3 clusters Score -1472391 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1472694.875000 Penalty: 4714.232422
	Iteration 7Q: 3 clusters Score -1472695 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1472993.125000 Penalty: 4714.232422
	Iteration 8Q: 3 clusters Score -1472993 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1473293.875000 Penalty: 4714.232422
	Iteration 9Q: 3 clusters Score -1473294 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1473567.750000 Penalty: 4714.232422
	Iteration 10Q: 3 clusters Score -1473568 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1473821.250000 Penalty: 4714.232422
	Iteration 11Q: 3 clusters Score -1473821 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1474033.750000 Penalty: 4714.232422
	Iteration 12Q: 3 clusters Score -1474034 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1474200.000000 Penalty: 4714.232422
	Iteration 13Q: 3 clusters Score -1474200 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1474324.000000 Penalty: 4714.232422
	Iteration 14Q: 3 clusters Score -1474324 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1474401.250000 Penalty: 4714.232422
	Iteration 15Q: 3 clusters Score -1474401 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1474480.625000 Penalty: 4714.232422
	Iteration 16Q: 3 clusters Score -1474481 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1474537.000000 Penalty: 4714.232422
	Iteration 17Q: 3 clusters Score -1474537 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1474574.500000 Penalty: 4714.232422
	Iteration 18Q: 3 clusters Score -1474574 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1474612.125000 Penalty: 4714.232422
	Iteration 19Q: 3 clusters Score -1474612 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1474639.625000 Penalty: 4714.232422
	Iteration 20F: 3 clusters Score -1474640 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1474678.500000 Penalty: 4714.232422
	Iteration 21Q: 3 clusters Score -1474678 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1474701.500000 Penalty: 4714.232422
	Iteration 22Q: 3 clusters Score -1474702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1474726.250000 Penalty: 4714.232422
	Iteration 23Q: 3 clusters Score -1474726 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1474749.125000 Penalty: 4714.232422
	Iteration 24Q: 3 clusters Score -1474749 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1474768.250000 Penalty: 4714.232422
	Iteration 25Q: 3 clusters Score -1474768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1474786.875000 Penalty: 4714.232422
	Iteration 26Q: 3 clusters Score -1474787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1474810.375000 Penalty: 4714.232422
	Iteration 27Q: 3 clusters Score -1474810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1474816.125000 Penalty: 4714.232422
	Iteration 28Q: 3 clusters Score -1474816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1474838.500000 Penalty: 4714.232422
	Iteration 29Q: 3 clusters Score -1474838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1474856.125000 Penalty: 4714.232422
	Iteration 30Q: 3 clusters Score -1474856 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1474876.875000 Penalty: 4714.232422
	Iteration 31Q: 3 clusters Score -1474877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1474890.875000 Penalty: 4714.232422
	Iteration 32Q: 3 clusters Score -1474891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1474900.000000 Penalty: 4714.232422
	Iteration 33Q: 3 clusters Score -1474900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1474911.375000 Penalty: 4714.232422
	Iteration 34Q: 3 clusters Score -1474911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1474920.875000 Penalty: 4714.232422
	Iteration 35Q: 3 clusters Score -1474921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1474925.125000 Penalty: 4714.232422
	Iteration 36Q: 3 clusters Score -1474925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1474932.250000 Penalty: 4714.232422
	Iteration 37Q: 3 clusters Score -1474932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1474943.250000 Penalty: 4714.232422
	Iteration 38Q: 3 clusters Score -1474943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1474949.125000 Penalty: 4714.232422
	Iteration 39Q: 3 clusters Score -1474949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1474957.875000 Penalty: 4714.232422
	Iteration 40F: 3 clusters Score -1474958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1474957.125000 Penalty: 4714.232422
	Iteration 41Q: 3 clusters Score -1474957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1474963.625000 Penalty: 4714.232422
	Iteration 42Q: 3 clusters Score -1474964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1474968.250000 Penalty: 4714.232422
	Iteration 43Q: 3 clusters Score -1474968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1474968.875000 Penalty: 4714.232422
	Iteration 44Q: 3 clusters Score -1474969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1474968.875000 Penalty: 4714.232422
	Iteration 45Q: 3 clusters Score -1474969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1474974.625000 Penalty: 4714.232422
	Iteration 46Q: 3 clusters Score -1474975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1474974.750000 Penalty: 4714.232422
	Iteration 47Q: 3 clusters Score -1474975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1474973.625000 Penalty: 4714.232422
	Iteration 48Q: 3 clusters Score -1474974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1474977.500000 Penalty: 4714.232422
	Iteration 49Q: 3 clusters Score -1474978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1474977.125000 Penalty: 4714.232422
	Iteration 50Q: 3 clusters Score -1474977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1474977.375000 Penalty: 4714.232422
	Iteration 51Q: 3 clusters Score -1474977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1474980.750000 Penalty: 4714.232422
	Iteration 52Q: 3 clusters Score -1474981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1474979.875000 Penalty: 4714.232422
	Iteration 53Q: 3 clusters Score -1474980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1474980.000000 Penalty: 4714.232422
	Iteration 54Q: 3 clusters Score -1474980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1474979.125000 Penalty: 4714.232422
	Iteration 55Q: 3 clusters Score -1474979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1474978.375000 Penalty: 4714.232422
	Iteration 56Q: 3 clusters Score -1474978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1474979.625000 Penalty: 4714.232422
	Iteration 57Q: 3 clusters Score -1474980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1474982.500000 Penalty: 4714.232422
	Iteration 58Q: 3 clusters Score -1474982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1474981.875000 Penalty: 4714.232422
	Iteration 59Q: 3 clusters Score -1474982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1474981.250000 Penalty: 4714.232422
	Iteration 60F: 3 clusters Score -1474981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1474979.375000 Penalty: 4714.232422
	Iteration 61Q: 3 clusters Score -1474979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1474980.125000 Penalty: 4714.232422
	Iteration 62Q: 3 clusters Score -1474980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1474978.500000 Penalty: 4714.232422
	Iteration 63Q: 3 clusters Score -1474978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1474983.375000 Penalty: 4714.232422
	Iteration 64Q: 3 clusters Score -1474983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1474985.125000 Penalty: 4714.232422
	Iteration 65Q: 3 clusters Score -1474985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1474982.750000 Penalty: 4714.232422
	Iteration 66Q: 3 clusters Score -1474983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1474983.000000 Penalty: 4714.232422
	Iteration 67Q: 3 clusters Score -1474983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1474982.500000 Penalty: 4714.232422
	Iteration 68Q: 3 clusters Score -1474982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1474983.875000 Penalty: 4714.232422
	Iteration 69Q: 3 clusters Score -1474984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1474984.875000 Penalty: 4714.232422
	Iteration 70Q: 3 clusters Score -1474985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1474985.000000 Penalty: 4714.232422
	Iteration 71Q: 3 clusters Score -1474985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1474985.750000 Penalty: 4714.232422
	Iteration 72Q: 3 clusters Score -1474986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1474985.875000 Penalty: 4714.232422
	Iteration 73Q: 3 clusters Score -1474986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1474986.250000 Penalty: 4714.232422
	Iteration 74Q: 3 clusters Score -1474986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1474986.250000 Penalty: 4714.232422
	Iteration 75F: 3 clusters Score -1474986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Entering Unmasked Estep 
Score: -3896217.000000 Penalty: 2593.221680
	Iteration 0F: 2 clusters Score -3896217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3872562.250000 Penalty: 5186.443359
	Iteration 0F: 3 clusters Score -3872562 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3881538.250000 Penalty: 5186.443359
	Iteration 1F: 3 clusters Score -3881538 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3882314.500000 Penalty: 5186.443359
	Iteration 2F: 3 clusters Score -3882314 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3883138.000000 Penalty: 5186.443359
	Iteration 3F: 3 clusters Score -3883138 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3884136.750000 Penalty: 5186.443359
	Iteration 4F: 3 clusters Score -3884137 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3885201.250000 Penalty: 5186.443359
	Iteration 5F: 3 clusters Score -3885201 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3886404.250000 Penalty: 5186.443359
	Iteration 6F: 3 clusters Score -3886404 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -3887617.750000 Penalty: 5186.443359
	Iteration 7F: 3 clusters Score -3887618 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3888946.000000 Penalty: 5186.443359
	Iteration 8F: 3 clusters Score -3888946 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3890309.500000 Penalty: 5186.443359
	Iteration 9Q: 3 clusters Score -3890310 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -3891409.500000 Penalty: 5186.443359
	Iteration 10Q: 3 clusters Score -3891410 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3892063.000000 Penalty: 5186.443359
	Iteration 11Q: 3 clusters Score -3892063 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3892472.500000 Penalty: 5186.443359
	Iteration 12Q: 3 clusters Score -3892472 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3892693.250000 Penalty: 5186.443359
	Iteration 13Q: 3 clusters Score -3892693 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3892833.500000 Penalty: 5186.443359
	Iteration 14Q: 3 clusters Score -3892834 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -3892922.000000 Penalty: 5186.443359
	Iteration 15Q: 3 clusters Score -3892922 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3892986.750000 Penalty: 5186.443359
	Iteration 16Q: 3 clusters Score -3892987 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -3893041.750000 Penalty: 5186.443359
	Iteration 17Q: 3 clusters Score -3893042 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -3893075.250000 Penalty: 5186.443359
	Iteration 18Q: 3 clusters Score -3893075 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -3893086.000000 Penalty: 5186.443359
	Iteration 19Q: 3 clusters Score -3893086 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3893111.250000 Penalty: 5186.443359
	Iteration 20F: 3 clusters Score -3893111 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3893131.000000 Penalty: 5186.443359
	Iteration 21Q: 3 clusters Score -3893131 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3893147.500000 Penalty: 5186.443359
	Iteration 22Q: 3 clusters Score -3893148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3893160.750000 Penalty: 5186.443359
	Iteration 23Q: 3 clusters Score -3893161 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -3893187.750000 Penalty: 5186.443359
	Iteration 24Q: 3 clusters Score -3893188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -3893205.500000 Penalty: 5186.443359
	Iteration 25Q: 3 clusters Score -3893206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3893245.500000 Penalty: 5186.443359
	Iteration 26Q: 3 clusters Score -3893246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3893234.500000 Penalty: 5186.443359
	Iteration 27Q: 3 clusters Score -3893234 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3893252.750000 Penalty: 5186.443359
	Iteration 28Q: 3 clusters Score -3893253 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -3893275.250000 Penalty: 5186.443359
	Iteration 29Q: 3 clusters Score -3893275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3893299.000000 Penalty: 5186.443359
	Iteration 30Q: 3 clusters Score -3893299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3893311.250000 Penalty: 5186.443359
	Iteration 31Q: 3 clusters Score -3893311 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3893314.500000 Penalty: 5186.443359
	Iteration 32Q: 3 clusters Score -3893314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3893308.750000 Penalty: 5186.443359
	Iteration 33Q: 3 clusters Score -3893309 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -3893322.500000 Penalty: 5186.443359
	Iteration 34Q: 3 clusters Score -3893322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3893326.000000 Penalty: 5186.443359
	Iteration 35Q: 3 clusters Score -3893326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3893351.000000 Penalty: 5186.443359
	Iteration 36Q: 3 clusters Score -3893351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -3893359.000000 Penalty: 5186.443359
	Iteration 37Q: 3 clusters Score -3893359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -3893365.250000 Penalty: 5186.443359
	Iteration 38Q: 3 clusters Score -3893365 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -3893393.500000 Penalty: 5186.443359
	Iteration 39Q: 3 clusters Score -3893394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3893418.000000 Penalty: 5186.443359
	Iteration 40F: 3 clusters Score -3893418 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3893427.750000 Penalty: 5186.443359
	Iteration 41Q: 3 clusters Score -3893428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3893440.000000 Penalty: 5186.443359
	Iteration 42Q: 3 clusters Score -3893440 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -3893442.500000 Penalty: 5186.443359
	Iteration 43Q: 3 clusters Score -3893442 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3893451.750000 Penalty: 5186.443359
	Iteration 44Q: 3 clusters Score -3893452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3893446.000000 Penalty: 5186.443359
	Iteration 45Q: 3 clusters Score -3893446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3893457.000000 Penalty: 5186.443359
	Iteration 46Q: 3 clusters Score -3893457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -3893469.750000 Penalty: 5186.443359
	Iteration 47Q: 3 clusters Score -3893470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3893473.000000 Penalty: 5186.443359
	Iteration 48Q: 3 clusters Score -3893473 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -3893486.750000 Penalty: 5186.443359
	Iteration 49Q: 3 clusters Score -3893487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3893501.500000 Penalty: 5186.443359
	Iteration 50Q: 3 clusters Score -3893502 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3893521.250000 Penalty: 5186.443359
	Iteration 51Q: 3 clusters Score -3893521 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3893528.000000 Penalty: 5186.443359
	Iteration 52Q: 3 clusters Score -3893528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3893536.750000 Penalty: 5186.443359
	Iteration 53Q: 3 clusters Score -3893537 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3893533.250000 Penalty: 5186.443359
	Iteration 54Q: 3 clusters Score -3893533 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3893552.000000 Penalty: 5186.443359
	Iteration 55Q: 3 clusters Score -3893552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3893562.250000 Penalty: 5186.443359
	Iteration 56Q: 3 clusters Score -3893562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -3893579.750000 Penalty: 5186.443359
	Iteration 57Q: 3 clusters Score -3893580 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3893590.750000 Penalty: 5186.443359
	Iteration 58Q: 3 clusters Score -3893591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3893598.000000 Penalty: 5186.443359
	Iteration 59Q: 3 clusters Score -3893598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3893623.500000 Penalty: 5186.443359
	Iteration 60F: 3 clusters Score -3893624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3893625.750000 Penalty: 5186.443359
	Iteration 61Q: 3 clusters Score -3893626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3893658.750000 Penalty: 5186.443359
	Iteration 62Q: 3 clusters Score -3893659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3893676.750000 Penalty: 5186.443359
	Iteration 63Q: 3 clusters Score -3893677 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3893687.250000 Penalty: 5186.443359
	Iteration 64Q: 3 clusters Score -3893687 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3893721.750000 Penalty: 5186.443359
	Iteration 65Q: 3 clusters Score -3893722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -3893729.250000 Penalty: 5186.443359
	Iteration 66Q: 3 clusters Score -3893729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3893754.250000 Penalty: 5186.443359
	Iteration 67Q: 3 clusters Score -3893754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3893772.500000 Penalty: 5186.443359
	Iteration 68Q: 3 clusters Score -3893772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3893784.000000 Penalty: 5186.443359
	Iteration 69Q: 3 clusters Score -3893784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3893816.500000 Penalty: 5186.443359
	Iteration 70Q: 3 clusters Score -3893816 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3893840.250000 Penalty: 5186.443359
	Iteration 71Q: 3 clusters Score -3893840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -3893876.250000 Penalty: 5186.443359
	Iteration 72Q: 3 clusters Score -3893876 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3893900.750000 Penalty: 5186.443359
	Iteration 73Q: 3 clusters Score -3893901 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3893941.000000 Penalty: 5186.443359
	Iteration 74Q: 3 clusters Score -3893941 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3893986.000000 Penalty: 5186.443359
	Iteration 75Q: 3 clusters Score -3893986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3894040.000000 Penalty: 5186.443359
	Iteration 76Q: 3 clusters Score -3894040 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3894101.250000 Penalty: 5186.443359
	Iteration 77Q: 3 clusters Score -3894101 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3894161.500000 Penalty: 5186.443359
	Iteration 78Q: 3 clusters Score -3894162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3894217.250000 Penalty: 5186.443359
	Iteration 79Q: 3 clusters Score -3894217 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -3894289.000000 Penalty: 5186.443359
	Iteration 80F: 3 clusters Score -3894289 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3894363.750000 Penalty: 5186.443359
	Iteration 81Q: 3 clusters Score -3894364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3894464.000000 Penalty: 5186.443359
	Iteration 82Q: 3 clusters Score -3894464 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3894547.500000 Penalty: 5186.443359
	Iteration 83Q: 3 clusters Score -3894548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3894640.250000 Penalty: 5186.443359
	Iteration 84Q: 3 clusters Score -3894640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3894704.250000 Penalty: 5186.443359
	Iteration 85Q: 3 clusters Score -3894704 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3894732.500000 Penalty: 5186.443359
	Iteration 86Q: 3 clusters Score -3894732 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3894787.000000 Penalty: 5186.443359
	Iteration 87Q: 3 clusters Score -3894787 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3894822.750000 Penalty: 5186.443359
	Iteration 88Q: 3 clusters Score -3894823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3894849.750000 Penalty: 5186.443359
	Iteration 89Q: 3 clusters Score -3894850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3894870.250000 Penalty: 5186.443359
	Iteration 90Q: 3 clusters Score -3894870 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3894881.250000 Penalty: 5186.443359
	Iteration 91Q: 3 clusters Score -3894881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3894897.500000 Penalty: 5186.443359
	Iteration 92Q: 3 clusters Score -3894898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3894912.750000 Penalty: 5186.443359
	Iteration 93Q: 3 clusters Score -3894913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3894933.250000 Penalty: 5186.443359
	Iteration 94Q: 3 clusters Score -3894933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3894949.750000 Penalty: 5186.443359
	Iteration 95Q: 3 clusters Score -3894950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3894950.750000 Penalty: 5186.443359
	Iteration 96Q: 3 clusters Score -3894951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3894957.000000 Penalty: 5186.443359
	Iteration 97Q: 3 clusters Score -3894957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3894955.250000 Penalty: 5186.443359
	Iteration 98Q: 3 clusters Score -3894955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3894955.750000 Penalty: 5186.443359
	Iteration 99Q: 3 clusters Score -3894956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3894963.750000 Penalty: 5186.443359
	Iteration 100F: 3 clusters Score -3894964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3894966.250000 Penalty: 5186.443359
	Iteration 101Q: 3 clusters Score -3894966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3894961.750000 Penalty: 5186.443359
	Iteration 102Q: 3 clusters Score -3894962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3894966.250000 Penalty: 5186.443359
	Iteration 103Q: 3 clusters Score -3894966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3894972.250000 Penalty: 5186.443359
	Iteration 104Q: 3 clusters Score -3894972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3894969.250000 Penalty: 5186.443359
	Iteration 105Q: 3 clusters Score -3894969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3894970.500000 Penalty: 5186.443359
	Iteration 106Q: 3 clusters Score -3894970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3894969.500000 Penalty: 5186.443359
	Iteration 107Q: 3 clusters Score -3894970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3894974.250000 Penalty: 5186.443359
	Iteration 108Q: 3 clusters Score -3894974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3894977.750000 Penalty: 5186.443359
	Iteration 109Q: 3 clusters Score -3894978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3894982.250000 Penalty: 5186.443359
	Iteration 110Q: 3 clusters Score -3894982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3894981.250000 Penalty: 5186.443359
	Iteration 111Q: 3 clusters Score -3894981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3894981.250000 Penalty: 5186.443359
	Iteration 112Q: 3 clusters Score -3894981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3894981.250000 Penalty: 5186.443359
	Iteration 113F: 3 clusters Score -3894981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -386857.625000 Penalty: 2034.283447
	Iteration 0F: 2 clusters Score -386857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -383284.843750 Penalty: 4068.566895
	Iteration 0F: 3 clusters Score -383284.8 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -384532.281250 Penalty: 4068.566895
	Iteration 1F: 3 clusters Score -384532.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -385093.843750 Penalty: 4068.566895
	Iteration 2F: 3 clusters Score -385093.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -385641.187500 Penalty: 4068.566895
	Iteration 3F: 3 clusters Score -385641.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -386148.500000 Penalty: 4068.566895
	Iteration 4F: 3 clusters Score -386148.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -386505.062500 Penalty: 4068.566895
	Iteration 5F: 3 clusters Score -386505.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -386686.343750 Penalty: 4068.566895
	Iteration 6Q: 3 clusters Score -386686.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -386787.812500 Penalty: 4068.566895
	Iteration 7Q: 3 clusters Score -386787.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -386848.468750 Penalty: 4068.566895
	Iteration 8Q: 3 clusters Score -386848.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -386884.906250 Penalty: 4068.566895
	Iteration 9Q: 3 clusters Score -386884.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -386913.468750 Penalty: 4068.566895
	Iteration 10Q: 3 clusters Score -386913.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -386939.593750 Penalty: 4068.566895
	Iteration 11Q: 3 clusters Score -386939.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -386956.750000 Penalty: 4068.566895
	Iteration 12Q: 3 clusters Score -386956.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -386965.062500 Penalty: 4068.566895
	Iteration 13Q: 3 clusters Score -386965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -386971.437500 Penalty: 4068.566895
	Iteration 14Q: 3 clusters Score -386971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -386977.187500 Penalty: 4068.566895
	Iteration 15Q: 3 clusters Score -386977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -386979.125000 Penalty: 4068.566895
	Iteration 16Q: 3 clusters Score -386979.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -386979.468750 Penalty: 4068.566895
	Iteration 17Q: 3 clusters Score -386979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -386980.437500 Penalty: 4068.566895
	Iteration 18Q: 3 clusters Score -386980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -386980.437500 Penalty: 4068.566895
	Iteration 19Q: 3 clusters Score -386980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -386980.437500 Penalty: 4068.566895
	Iteration 20F: 3 clusters Score -386980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 41482 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178845 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 54954 members 
Mstep: Class 11 contains 105927 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137761 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 118088 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 970 members 
Mstep: Class 26 contains 192171 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39261 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37804 members 
Mstep: Class 33 contains 13086 members 
Mstep: Class 34 contains 8401 members 
Mstep: Class 35 contains 58477 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13922 members 
Mstep: Class 41 contains 2681 members 
Entering Unmasked Estep 
Score: -225983872.000000 Penalty: 147590.875000
Splitting cluster 25 changes total score from -225985056.000000 to -225983872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (192171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192171 members 
Entering Unmasked Estep 
Score: -22422764.000000 Penalty: 3017.202881
	Iteration 0F: 2 clusters Score -2.242276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -22298264.000000 Penalty: 6034.405762
	Iteration 0F: 3 clusters Score -2.229826e+07 nChanged 92423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93459 members 
Mstep: Class 2 contains 98712 members 
Entering Unmasked Estep 
Score: -22351676.000000 Penalty: 6034.405762
	Iteration 1F: 3 clusters Score -2.235168e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 100049 members 
Entering Unmasked Estep 
Score: -22352800.000000 Penalty: 6034.405762
	Iteration 2Q: 3 clusters Score -2.23528e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -22354416.000000 Penalty: 6034.405762
	Iteration 3Q: 3 clusters Score -2.235442e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86536 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -22356484.000000 Penalty: 6034.405762
	Iteration 4Q: 3 clusters Score -2.235648e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 111358 members 
Entering Unmasked Estep 
Score: -22360112.000000 Penalty: 6034.405762
	Iteration 5Q: 3 clusters Score -2.236011e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 119969 members 
Entering Unmasked Estep 
Score: -22365040.000000 Penalty: 6034.405762
	Iteration 6F: 3 clusters Score -2.236504e+07 nChanged 12958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -22373876.000000 Penalty: 6034.405762
	Iteration 7F: 3 clusters Score -2.237388e+07 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -22386852.000000 Penalty: 6034.405762
	Iteration 8F: 3 clusters Score -2.238685e+07 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 162903 members 
Entering Unmasked Estep 
Score: -22400640.000000 Penalty: 6034.405762
	Iteration 9F: 3 clusters Score -2.240064e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -22410874.000000 Penalty: 6034.405762
	Iteration 10F: 3 clusters Score -2.241087e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 180889 members 
Entering Unmasked Estep 
Score: -22416088.000000 Penalty: 6034.405762
	Iteration 11Q: 3 clusters Score -2.241609e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 184441 members 
Entering Unmasked Estep 
Score: -22418442.000000 Penalty: 6034.405762
	Iteration 12Q: 3 clusters Score -2.241844e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 186484 members 
Entering Unmasked Estep 
Score: -22419440.000000 Penalty: 6034.405762
	Iteration 13Q: 3 clusters Score -2.241944e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 187827 members 
Entering Unmasked Estep 
Score: -22419928.000000 Penalty: 6034.405762
	Iteration 14Q: 3 clusters Score -2.241993e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 188756 members 
Entering Unmasked Estep 
Score: -22420304.000000 Penalty: 6034.405762
	Iteration 15Q: 3 clusters Score -2.24203e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 189445 members 
Entering Unmasked Estep 
Score: -22420460.000000 Penalty: 6034.405762
	Iteration 16Q: 3 clusters Score -2.242046e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 189930 members 
Entering Unmasked Estep 
Score: -22420722.000000 Penalty: 6034.405762
	Iteration 17Q: 3 clusters Score -2.242072e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 190273 members 
Entering Unmasked Estep 
Score: -22420852.000000 Penalty: 6034.405762
	Iteration 18Q: 3 clusters Score -2.242085e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 190507 members 
Entering Unmasked Estep 
Score: -22420910.000000 Penalty: 6034.405762
	Iteration 19Q: 3 clusters Score -2.242091e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 190663 members 
Entering Unmasked Estep 
Score: -22420984.000000 Penalty: 6034.405762
	Iteration 20F: 3 clusters Score -2.242098e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 190773 members 
Entering Unmasked Estep 
Score: -22420988.000000 Penalty: 6034.405762
	Iteration 21Q: 3 clusters Score -2.242099e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 190867 members 
Entering Unmasked Estep 
Score: -22420946.000000 Penalty: 6034.405762
	Iteration 22Q: 3 clusters Score -2.242095e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 190933 members 
Entering Unmasked Estep 
Score: -22421006.000000 Penalty: 6034.405762
	Iteration 23Q: 3 clusters Score -2.242101e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 190976 members 
Entering Unmasked Estep 
Score: -22421026.000000 Penalty: 6034.405762
	Iteration 24Q: 3 clusters Score -2.242103e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 191013 members 
Entering Unmasked Estep 
Score: -22421042.000000 Penalty: 6034.405762
	Iteration 25Q: 3 clusters Score -2.242104e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 191044 members 
Entering Unmasked Estep 
Score: -22421052.000000 Penalty: 6034.405762
	Iteration 26Q: 3 clusters Score -2.242105e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 191073 members 
Entering Unmasked Estep 
Score: -22421028.000000 Penalty: 6034.405762
	Iteration 27Q: 3 clusters Score -2.242103e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 191096 members 
Entering Unmasked Estep 
Score: -22421038.000000 Penalty: 6034.405762
	Iteration 28Q: 3 clusters Score -2.242104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 191105 members 
Entering Unmasked Estep 
Score: -22421052.000000 Penalty: 6034.405762
	Iteration 29Q: 3 clusters Score -2.242105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 191118 members 
Entering Unmasked Estep 
Score: -22421040.000000 Penalty: 6034.405762
	Iteration 30Q: 3 clusters Score -2.242104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 191131 members 
Entering Unmasked Estep 
Score: -22421036.000000 Penalty: 6034.405762
	Iteration 31Q: 3 clusters Score -2.242104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 191138 members 
Entering Unmasked Estep 
Score: -22421042.000000 Penalty: 6034.405762
	Iteration 32Q: 3 clusters Score -2.242104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 191146 members 
Entering Unmasked Estep 
Score: -22421032.000000 Penalty: 6034.405762
	Iteration 33Q: 3 clusters Score -2.242103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 191153 members 
Entering Unmasked Estep 
Score: -22421022.000000 Penalty: 6034.405762
	Iteration 34Q: 3 clusters Score -2.242102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 191153 members 
Entering Unmasked Estep 
Score: -22421032.000000 Penalty: 6034.405762
	Iteration 35Q: 3 clusters Score -2.242103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 191155 members 
Entering Unmasked Estep 
Score: -22421038.000000 Penalty: 6034.405762
	Iteration 36Q: 3 clusters Score -2.242104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 191158 members 
Entering Unmasked Estep 
Score: -22421026.000000 Penalty: 6034.405762
	Iteration 37Q: 3 clusters Score -2.242103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -22421022.000000 Penalty: 6034.405762
	Iteration 38Q: 3 clusters Score -2.242102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 191161 members 
Entering Unmasked Estep 
Score: -22421046.000000 Penalty: 6034.405762
	Iteration 39Q: 3 clusters Score -2.242105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 191161 members 
Entering Unmasked Estep 
Score: -22421046.000000 Penalty: 6034.405762
	Iteration 40F: 3 clusters Score -2.242105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Entering Unmasked Estep 
Score: -724440.187500 Penalty: 2178.889648
	Iteration 0F: 2 clusters Score -724440.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -719036.750000 Penalty: 4357.779297
	Iteration 0F: 3 clusters Score -719036.8 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -720463.937500 Penalty: 4357.779297
	Iteration 1F: 3 clusters Score -720463.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -720852.312500 Penalty: 4357.779297
	Iteration 2F: 3 clusters Score -720852.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -721234.062500 Penalty: 4357.779297
	Iteration 3F: 3 clusters Score -721234.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -721574.312500 Penalty: 4357.779297
	Iteration 4F: 3 clusters Score -721574.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -721817.625000 Penalty: 4357.779297
	Iteration 5F: 3 clusters Score -721817.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -722032.937500 Penalty: 4357.779297
	Iteration 6Q: 3 clusters Score -722032.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -722213.562500 Penalty: 4357.779297
	Iteration 7Q: 3 clusters Score -722213.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -722350.750000 Penalty: 4357.779297
	Iteration 8Q: 3 clusters Score -722350.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -722471.187500 Penalty: 4357.779297
	Iteration 9Q: 3 clusters Score -722471.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -722572.750000 Penalty: 4357.779297
	Iteration 10Q: 3 clusters Score -722572.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -722653.500000 Penalty: 4357.779297
	Iteration 11Q: 3 clusters Score -722653.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -722718.437500 Penalty: 4357.779297
	Iteration 12Q: 3 clusters Score -722718.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -722761.062500 Penalty: 4357.779297
	Iteration 13Q: 3 clusters Score -722761.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -722787.250000 Penalty: 4357.779297
	Iteration 14Q: 3 clusters Score -722787.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -722808.750000 Penalty: 4357.779297
	Iteration 15Q: 3 clusters Score -722808.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -722826.750000 Penalty: 4357.779297
	Iteration 16Q: 3 clusters Score -722826.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -722837.250000 Penalty: 4357.779297
	Iteration 17Q: 3 clusters Score -722837.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -722847.812500 Penalty: 4357.779297
	Iteration 18Q: 3 clusters Score -722847.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -722852.937500 Penalty: 4357.779297
	Iteration 19Q: 3 clusters Score -722852.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -722862.250000 Penalty: 4357.779297
	Iteration 20F: 3 clusters Score -722862.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -722866.625000 Penalty: 4357.779297
	Iteration 21Q: 3 clusters Score -722866.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -722866.250000 Penalty: 4357.779297
	Iteration 22Q: 3 clusters Score -722866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -722868.312500 Penalty: 4357.779297
	Iteration 23Q: 3 clusters Score -722868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -722868.312500 Penalty: 4357.779297
	Iteration 24F: 3 clusters Score -722868.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Entering Unmasked Estep 
Score: -1060697.000000 Penalty: 2278.114502
	Iteration 0F: 2 clusters Score -1060697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1053191.375000 Penalty: 4556.229004
	Iteration 0F: 3 clusters Score -1053191 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1055365.125000 Penalty: 4556.229004
	Iteration 1F: 3 clusters Score -1055365 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1055699.375000 Penalty: 4556.229004
	Iteration 2F: 3 clusters Score -1055699 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1055955.250000 Penalty: 4556.229004
	Iteration 3F: 3 clusters Score -1055955 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1056227.875000 Penalty: 4556.229004
	Iteration 4F: 3 clusters Score -1056228 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1056577.875000 Penalty: 4556.229004
	Iteration 5F: 3 clusters Score -1056578 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1056979.375000 Penalty: 4556.229004
	Iteration 6F: 3 clusters Score -1056979 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1057465.750000 Penalty: 4556.229004
	Iteration 7F: 3 clusters Score -1057466 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1058002.125000 Penalty: 4556.229004
	Iteration 8F: 3 clusters Score -1058002 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1058438.750000 Penalty: 4556.229004
	Iteration 9Q: 3 clusters Score -1058439 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1058754.375000 Penalty: 4556.229004
	Iteration 10Q: 3 clusters Score -1058754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1058953.750000 Penalty: 4556.229004
	Iteration 11Q: 3 clusters Score -1058954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1059057.750000 Penalty: 4556.229004
	Iteration 12Q: 3 clusters Score -1059058 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1059130.500000 Penalty: 4556.229004
	Iteration 13Q: 3 clusters Score -1059130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1059199.250000 Penalty: 4556.229004
	Iteration 14Q: 3 clusters Score -1059199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1059249.625000 Penalty: 4556.229004
	Iteration 15Q: 3 clusters Score -1059250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1059276.375000 Penalty: 4556.229004
	Iteration 16Q: 3 clusters Score -1059276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1059292.875000 Penalty: 4556.229004
	Iteration 17Q: 3 clusters Score -1059293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1059297.125000 Penalty: 4556.229004
	Iteration 18Q: 3 clusters Score -1059297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1059302.625000 Penalty: 4556.229004
	Iteration 19Q: 3 clusters Score -1059303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1059310.625000 Penalty: 4556.229004
	Iteration 20F: 3 clusters Score -1059311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1059315.500000 Penalty: 4556.229004
	Iteration 21Q: 3 clusters Score -1059316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1059319.250000 Penalty: 4556.229004
	Iteration 22Q: 3 clusters Score -1059319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1059320.625000 Penalty: 4556.229004
	Iteration 23Q: 3 clusters Score -1059321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1059320.625000 Penalty: 4556.229004
	Iteration 24F: 3 clusters Score -1059321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (39261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Entering Unmasked Estep 
Score: -4587092.000000 Penalty: 2623.340820
	Iteration 0F: 2 clusters Score -4587092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4560391.000000 Penalty: 5246.681641
	Iteration 0F: 3 clusters Score -4560391 nChanged 17957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4570360.500000 Penalty: 5246.681641
	Iteration 1F: 3 clusters Score -4570360 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4570939.000000 Penalty: 5246.681641
	Iteration 2Q: 3 clusters Score -4570939 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4571564.000000 Penalty: 5246.681641
	Iteration 3Q: 3 clusters Score -4571564 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4572402.000000 Penalty: 5246.681641
	Iteration 4Q: 3 clusters Score -4572402 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4573478.500000 Penalty: 5246.681641
	Iteration 5Q: 3 clusters Score -4573478 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4574873 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4576665.500000 Penalty: 5246.681641
	Iteration 7F: 3 clusters Score -4576666 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -4578916.500000 Penalty: 5246.681641
	Iteration 8F: 3 clusters Score -4578916 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -4581106.500000 Penalty: 5246.681641
	Iteration 9F: 3 clusters Score -4581106 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -4582661.500000 Penalty: 5246.681641
	Iteration 10F: 3 clusters Score -4582662 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4583593 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4584106.500000 Penalty: 5246.681641
	Iteration 12Q: 3 clusters Score -4584106 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4584366.500000 Penalty: 5246.681641
	Iteration 13Q: 3 clusters Score -4584366 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4584533.500000 Penalty: 5246.681641
	Iteration 14Q: 3 clusters Score -4584534 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -4584643.500000 Penalty: 5246.681641
	Iteration 15Q: 3 clusters Score -4584644 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4584713.000000 Penalty: 5246.681641
	Iteration 16Q: 3 clusters Score -4584713 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4584774.000000 Penalty: 5246.681641
	Iteration 17Q: 3 clusters Score -4584774 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -4584823.500000 Penalty: 5246.681641
	Iteration 18Q: 3 clusters Score -4584824 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4584850.500000 Penalty: 5246.681641
	Iteration 19Q: 3 clusters Score -4584850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -4584870.500000 Penalty: 5246.681641
	Iteration 20F: 3 clusters Score -4584870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4584880.500000 Penalty: 5246.681641
	Iteration 21Q: 3 clusters Score -4584880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4584899.500000 Penalty: 5246.681641
	Iteration 22Q: 3 clusters Score -4584900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4584919.000000 Penalty: 5246.681641
	Iteration 23Q: 3 clusters Score -4584919 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -4584938.500000 Penalty: 5246.681641
	Iteration 24Q: 3 clusters Score -4584938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -4584978.000000 Penalty: 5246.681641
	Iteration 25Q: 3 clusters Score -4584978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4584997.000000 Penalty: 5246.681641
	Iteration 26Q: 3 clusters Score -4584997 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4585008.500000 Penalty: 5246.681641
	Iteration 27Q: 3 clusters Score -4585008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4585020.500000 Penalty: 5246.681641
	Iteration 28Q: 3 clusters Score -4585020 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -4585025.500000 Penalty: 5246.681641
	Iteration 29Q: 3 clusters Score -4585026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -4585035.500000 Penalty: 5246.681641
	Iteration 30Q: 3 clusters Score -4585036 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -4585053.500000 Penalty: 5246.681641
	Iteration 31Q: 3 clusters Score -4585054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -4585066.500000 Penalty: 5246.681641
	Iteration 32Q: 3 clusters Score -4585066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4585092.000000 Penalty: 5246.681641
	Iteration 33Q: 3 clusters Score -4585092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -4585097.500000 Penalty: 5246.681641
	Iteration 34Q: 3 clusters Score -4585098 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -4585130.500000 Penalty: 5246.681641
	Iteration 35Q: 3 clusters Score -4585130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -4585125.000000 Penalty: 5246.681641
	Iteration 36Q: 3 clusters Score -4585125 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -4585138.000000 Penalty: 5246.681641
	Iteration 37Q: 3 clusters Score -4585138 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4585173.500000 Penalty: 5246.681641
	Iteration 38Q: 3 clusters Score -4585174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4585190.000000 Penalty: 5246.681641
	Iteration 39Q: 3 clusters Score -4585190 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4585201.500000 Penalty: 5246.681641
	Iteration 40F: 3 clusters Score -4585202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4585201.500000 Penalty: 5246.681641
	Iteration 41Q: 3 clusters Score -4585202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -4585203.500000 Penalty: 5246.681641
	Iteration 42Q: 3 clusters Score -4585204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -4585209.500000 Penalty: 5246.681641
	Iteration 43Q: 3 clusters Score -4585210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4585211.500000 Penalty: 5246.681641
	Iteration 44Q: 3 clusters Score -4585212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -4585222.500000 Penalty: 5246.681641
	Iteration 45Q: 3 clusters Score -4585222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4585235.500000 Penalty: 5246.681641
	Iteration 46Q: 3 clusters Score -4585236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4585241.500000 Penalty: 5246.681641
	Iteration 47Q: 3 clusters Score -4585242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4585257.000000 Penalty: 5246.681641
	Iteration 48Q: 3 clusters Score -4585257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4585265.000000 Penalty: 5246.681641
	Iteration 49Q: 3 clusters Score -4585265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -4585263.500000 Penalty: 5246.681641
	Iteration 50Q: 3 clusters Score -4585264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4585268.500000 Penalty: 5246.681641
	Iteration 51Q: 3 clusters Score -4585268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -4585271.500000 Penalty: 5246.681641
	Iteration 52Q: 3 clusters Score -4585272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -4585283.500000 Penalty: 5246.681641
	Iteration 53Q: 3 clusters Score -4585284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -4585290.500000 Penalty: 5246.681641
	Iteration 54Q: 3 clusters Score -4585290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -4585296.000000 Penalty: 5246.681641
	Iteration 55Q: 3 clusters Score -4585296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4585289.000000 Penalty: 5246.681641
	Iteration 56Q: 3 clusters Score -4585289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -4585291.500000 Penalty: 5246.681641
	Iteration 57Q: 3 clusters Score -4585292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -4585297.500000 Penalty: 5246.681641
	Iteration 58Q: 3 clusters Score -4585298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -4585304.000000 Penalty: 5246.681641
	Iteration 59Q: 3 clusters Score -4585304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -4585305.000000 Penalty: 5246.681641
	Iteration 60F: 3 clusters Score -4585305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4585306.000000 Penalty: 5246.681641
	Iteration 61Q: 3 clusters Score -4585306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -4585307.500000 Penalty: 5246.681641
	Iteration 62Q: 3 clusters Score -4585308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4585302.000000 Penalty: 5246.681641
	Iteration 63Q: 3 clusters Score -4585302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -4585308.500000 Penalty: 5246.681641
	Iteration 64Q: 3 clusters Score -4585308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -4585312.000000 Penalty: 5246.681641
	Iteration 65Q: 3 clusters Score -4585312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -4585311.000000 Penalty: 5246.681641
	Iteration 66Q: 3 clusters Score -4585311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -4585305.500000 Penalty: 5246.681641
	Iteration 67Q: 3 clusters Score -4585306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4585321.500000 Penalty: 5246.681641
	Iteration 68Q: 3 clusters Score -4585322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4585330.000000 Penalty: 5246.681641
	Iteration 69Q: 3 clusters Score -4585330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4585331.000000 Penalty: 5246.681641
	Iteration 70Q: 3 clusters Score -4585331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4585337.500000 Penalty: 5246.681641
	Iteration 71Q: 3 clusters Score -4585338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4585340.500000 Penalty: 5246.681641
	Iteration 72Q: 3 clusters Score -4585340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -4585350.000000 Penalty: 5246.681641
	Iteration 73Q: 3 clusters Score -4585350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4585359.500000 Penalty: 5246.681641
	Iteration 74Q: 3 clusters Score -4585360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4585361.000000 Penalty: 5246.681641
	Iteration 75Q: 3 clusters Score -4585361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -4585351.500000 Penalty: 5246.681641
	Iteration 76Q: 3 clusters Score -4585352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -4585362.000000 Penalty: 5246.681641
	Iteration 77Q: 3 clusters Score -4585362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -4585373.000000 Penalty: 5246.681641
	Iteration 78Q: 3 clusters Score -4585373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -4585374.500000 Penalty: 5246.681641
	Iteration 79Q: 3 clusters Score -4585374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4585377.500000 Penalty: 5246.681641
	Iteration 80F: 3 clusters Score -4585378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -4585392.500000 Penalty: 5246.681641
	Iteration 81Q: 3 clusters Score -4585392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4585393.500000 Penalty: 5246.681641
	Iteration 82Q: 3 clusters Score -4585394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4585393.500000 Penalty: 5246.681641
	Iteration 83Q: 3 clusters Score -4585394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -4585391.500000 Penalty: 5246.681641
	Iteration 84Q: 3 clusters Score -4585392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4585405.500000 Penalty: 5246.681641
	Iteration 85Q: 3 clusters Score -4585406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4585403.000000 Penalty: 5246.681641
	Iteration 86Q: 3 clusters Score -4585403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4585406.500000 Penalty: 5246.681641
	Iteration 87Q: 3 clusters Score -4585406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -4585405.000000 Penalty: 5246.681641
	Iteration 88Q: 3 clusters Score -4585405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4585417.000000 Penalty: 5246.681641
	Iteration 89Q: 3 clusters Score -4585417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -4585409.500000 Penalty: 5246.681641
	Iteration 90Q: 3 clusters Score -4585410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4585418.000000 Penalty: 5246.681641
	Iteration 91Q: 3 clusters Score -4585418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4585426.500000 Penalty: 5246.681641
	Iteration 92Q: 3 clusters Score -4585426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4585430.000000 Penalty: 5246.681641
	Iteration 93Q: 3 clusters Score -4585430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4585436.000000 Penalty: 5246.681641
	Iteration 94Q: 3 clusters Score -4585436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4585435.000000 Penalty: 5246.681641
	Iteration 95Q: 3 clusters Score -4585435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4585441.500000 Penalty: 5246.681641
	Iteration 96Q: 3 clusters Score -4585442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -4585442.500000 Penalty: 5246.681641
	Iteration 97Q: 3 clusters Score -4585442 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4585451.500000 Penalty: 5246.681641
	Iteration 98Q: 3 clusters Score -4585452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4585449.000000 Penalty: 5246.681641
	Iteration 99Q: 3 clusters Score -4585449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -4585455.500000 Penalty: 5246.681641
	Iteration 100F: 3 clusters Score -4585456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4585453.500000 Penalty: 5246.681641
	Iteration 101Q: 3 clusters Score -4585454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4585450.500000 Penalty: 5246.681641
	Iteration 102Q: 3 clusters Score -4585450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4585454.500000 Penalty: 5246.681641
	Iteration 103Q: 3 clusters Score -4585454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -4585452.000000 Penalty: 5246.681641
	Iteration 104Q: 3 clusters Score -4585452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4585452.500000 Penalty: 5246.681641
	Iteration 105Q: 3 clusters Score -4585452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -4585454.500000 Penalty: 5246.681641
	Iteration 106Q: 3 clusters Score -4585454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4585451.500000 Penalty: 5246.681641
	Iteration 107Q: 3 clusters Score -4585452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4585447.000000 Penalty: 5246.681641
	Iteration 108Q: 3 clusters Score -4585447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4585447.500000 Penalty: 5246.681641
	Iteration 109Q: 3 clusters Score -4585448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4585448.000000 Penalty: 5246.681641
	Iteration 110Q: 3 clusters Score -4585448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4585447.500000 Penalty: 5246.681641
	Iteration 111Q: 3 clusters Score -4585448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4585456.500000 Penalty: 5246.681641
	Iteration 112Q: 3 clusters Score -4585456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -4585454.500000 Penalty: 5246.681641
	Iteration 113Q: 3 clusters Score -4585454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4585455.000000 Penalty: 5246.681641
	Iteration 114Q: 3 clusters Score -4585455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -4585462.000000 Penalty: 5246.681641
	Iteration 115Q: 3 clusters Score -4585462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4585459.000000 Penalty: 5246.681641
	Iteration 116Q: 3 clusters Score -4585459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4585456.000000 Penalty: 5246.681641
	Iteration 117Q: 3 clusters Score -4585456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -4585455.000000 Penalty: 5246.681641
	Iteration 118Q: 3 clusters Score -4585455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -4585452.500000 Penalty: 5246.681641
	Iteration 119Q: 3 clusters Score -4585452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -4585454.000000 Penalty: 5246.681641
	Iteration 120F: 3 clusters Score -4585454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4585462.000000 Penalty: 5246.681641
	Iteration 121Q: 3 clusters Score -4585462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4585458.000000 Penalty: 5246.681641
	Iteration 122Q: 3 clusters Score -4585458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4585458.500000 Penalty: 5246.681641
	Iteration 123Q: 3 clusters Score -4585458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -4585448.500000 Penalty: 5246.681641
	Iteration 124Q: 3 clusters Score -4585448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4585456.500000 Penalty: 5246.681641
	Iteration 125Q: 3 clusters Score -4585456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4585455.500000 Penalty: 5246.681641
	Iteration 126Q: 3 clusters Score -4585456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -4585455.500000 Penalty: 5246.681641
	Iteration 127Q: 3 clusters Score -4585456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4585453.500000 Penalty: 5246.681641
	Iteration 128Q: 3 clusters Score -4585454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4585452.500000 Penalty: 5246.681641
	Iteration 129Q: 3 clusters Score -4585452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4585456.500000 Penalty: 5246.681641
	Iteration 130Q: 3 clusters Score -4585456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -4585458.500000 Penalty: 5246.681641
	Iteration 131Q: 3 clusters Score -4585458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4585461.500000 Penalty: 5246.681641
	Iteration 132Q: 3 clusters Score -4585462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4585459.000000 Penalty: 5246.681641
	Iteration 133Q: 3 clusters Score -4585459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4585459.500000 Penalty: 5246.681641
	Iteration 134Q: 3 clusters Score -4585460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4585462.500000 Penalty: 5246.681641
	Iteration 135Q: 3 clusters Score -4585462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4585462.000000 Penalty: 5246.681641
	Iteration 136Q: 3 clusters Score -4585462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -4585461.500000 Penalty: 5246.681641
	Iteration 137Q: 3 clusters Score -4585462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4585461.500000 Penalty: 5246.681641
	Iteration 138Q: 3 clusters Score -4585462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4585468.000000 Penalty: 5246.681641
	Iteration 139Q: 3 clusters Score -4585468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -4585466.500000 Penalty: 5246.681641
	Iteration 140F: 3 clusters Score -4585466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4585467.500000 Penalty: 5246.681641
	Iteration 141Q: 3 clusters Score -4585468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4585473.000000 Penalty: 5246.681641
	Iteration 142Q: 3 clusters Score -4585473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4585473.000000 Penalty: 5246.681641
	Iteration 143Q: 3 clusters Score -4585473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4585483.000000 Penalty: 5246.681641
	Iteration 144Q: 3 clusters Score -4585483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4585480.500000 Penalty: 5246.681641
	Iteration 145Q: 3 clusters Score -4585480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4585480.000000 Penalty: 5246.681641
	Iteration 146Q: 3 clusters Score -4585480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4585482.000000 Penalty: 5246.681641
	Iteration 147Q: 3 clusters Score -4585482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4585479.500000 Penalty: 5246.681641
	Iteration 148Q: 3 clusters Score -4585480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -4585478.500000 Penalty: 5246.681641
	Iteration 149Q: 3 clusters Score -4585478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -4585478.500000 Penalty: 5246.681641
	Iteration 150Q: 3 clusters Score -4585478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -4585478.500000 Penalty: 5246.681641
	Iteration 151Q: 3 clusters Score -4585478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4585477.500000 Penalty: 5246.681641
	Iteration 152Q: 3 clusters Score -4585478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4585477.500000 Penalty: 5246.681641
	Iteration 153F: 3 clusters Score -4585478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (223944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223944 members 
Entering Unmasked Estep 
Score: -25949444.000000 Penalty: 3055.149414
	Iteration 0F: 2 clusters Score -2.594944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112144 members 
Mstep: Class 2 contains 111800 members 
Entering Unmasked Estep 
Score: -25806172.000000 Penalty: 6110.298828
	Iteration 0F: 3 clusters Score -2.580617e+07 nChanged 107959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112821 members 
Mstep: Class 2 contains 111123 members 
Entering Unmasked Estep 
Score: -25870456.000000 Penalty: 6110.298828
	Iteration 1F: 3 clusters Score -2.587046e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112636 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -25872882.000000 Penalty: 6110.298828
	Iteration 2Q: 3 clusters Score -2.587288e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112279 members 
Mstep: Class 2 contains 111665 members 
Entering Unmasked Estep 
Score: -25876842.000000 Penalty: 6110.298828
	Iteration 3Q: 3 clusters Score -2.587684e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111871 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -25882330.000000 Penalty: 6110.298828
	Iteration 4F: 3 clusters Score -2.588233e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111743 members 
Mstep: Class 2 contains 112201 members 
Entering Unmasked Estep 
Score: -25888552.000000 Penalty: 6110.298828
	Iteration 5F: 3 clusters Score -2.588855e+07 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112253 members 
Mstep: Class 2 contains 111691 members 
Entering Unmasked Estep 
Score: -25894540.000000 Penalty: 6110.298828
	Iteration 6F: 3 clusters Score -2.589454e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113535 members 
Mstep: Class 2 contains 110409 members 
Entering Unmasked Estep 
Score: -25899452.000000 Penalty: 6110.298828
	Iteration 7F: 3 clusters Score -2.589945e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115747 members 
Mstep: Class 2 contains 108197 members 
Entering Unmasked Estep 
Score: -25903256.000000 Penalty: 6110.298828
	Iteration 8Q: 3 clusters Score -2.590326e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118973 members 
Mstep: Class 2 contains 104971 members 
Entering Unmasked Estep 
Score: -25905866.000000 Penalty: 6110.298828
	Iteration 9Q: 3 clusters Score -2.590587e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123326 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -25908156.000000 Penalty: 6110.298828
	Iteration 10Q: 3 clusters Score -2.590816e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128809 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -25910436.000000 Penalty: 6110.298828
	Iteration 11Q: 3 clusters Score -2.591044e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135450 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -25913348.000000 Penalty: 6110.298828
	Iteration 12Q: 3 clusters Score -2.591335e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -25916818.000000 Penalty: 6110.298828
	Iteration 13Q: 3 clusters Score -2.591682e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 72124 members 
Entering Unmasked Estep 
Score: -25921270.000000 Penalty: 6110.298828
	Iteration 14Q: 3 clusters Score -2.592127e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161033 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -25926950.000000 Penalty: 6110.298828
	Iteration 15Q: 3 clusters Score -2.592695e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170027 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -25932802.000000 Penalty: 6110.298828
	Iteration 16Q: 3 clusters Score -2.59328e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177971 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -25938042.000000 Penalty: 6110.298828
	Iteration 17Q: 3 clusters Score -2.593804e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184502 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -25942076.000000 Penalty: 6110.298828
	Iteration 18Q: 3 clusters Score -2.594208e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189613 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -25944526.000000 Penalty: 6110.298828
	Iteration 19Q: 3 clusters Score -2.594453e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -25946294.000000 Penalty: 6110.298828
	Iteration 20F: 3 clusters Score -2.594629e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196737 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -25947234.000000 Penalty: 6110.298828
	Iteration 21Q: 3 clusters Score -2.594723e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199362 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -25947974.000000 Penalty: 6110.298828
	Iteration 22Q: 3 clusters Score -2.594797e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201579 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -25948472.000000 Penalty: 6110.298828
	Iteration 23Q: 3 clusters Score -2.594847e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203498 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -25948782.000000 Penalty: 6110.298828
	Iteration 24Q: 3 clusters Score -2.594878e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205136 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -25949092.000000 Penalty: 6110.298828
	Iteration 25Q: 3 clusters Score -2.594909e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206609 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -25949104.000000 Penalty: 6110.298828
	Iteration 26Q: 3 clusters Score -2.59491e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207947 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -25949266.000000 Penalty: 6110.298828
	Iteration 27Q: 3 clusters Score -2.594927e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209115 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -25949362.000000 Penalty: 6110.298828
	Iteration 28Q: 3 clusters Score -2.594936e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210149 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -25949314.000000 Penalty: 6110.298828
	Iteration 29Q: 3 clusters Score -2.594931e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211014 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -25949372.000000 Penalty: 6110.298828
	Iteration 30Q: 3 clusters Score -2.594937e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211791 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -25949352.000000 Penalty: 6110.298828
	Iteration 31Q: 3 clusters Score -2.594935e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212460 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -25949366.000000 Penalty: 6110.298828
	Iteration 32Q: 3 clusters Score -2.594937e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213061 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -25949428.000000 Penalty: 6110.298828
	Iteration 33Q: 3 clusters Score -2.594943e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213591 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -25949522.000000 Penalty: 6110.298828
	Iteration 34Q: 3 clusters Score -2.594952e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214055 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -25949632.000000 Penalty: 6110.298828
	Iteration 35Q: 3 clusters Score -2.594963e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214435 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -25949702.000000 Penalty: 6110.298828
	Iteration 36Q: 3 clusters Score -2.59497e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214803 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -25949736.000000 Penalty: 6110.298828
	Iteration 37Q: 3 clusters Score -2.594974e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215132 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -25949752.000000 Penalty: 6110.298828
	Iteration 38Q: 3 clusters Score -2.594975e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215418 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -25949738.000000 Penalty: 6110.298828
	Iteration 39Q: 3 clusters Score -2.594974e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215657 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -25949674.000000 Penalty: 6110.298828
	Iteration 40F: 3 clusters Score -2.594967e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215866 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -25949682.000000 Penalty: 6110.298828
	Iteration 41Q: 3 clusters Score -2.594968e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216057 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -25949730.000000 Penalty: 6110.298828
	Iteration 42Q: 3 clusters Score -2.594973e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216209 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -25949752.000000 Penalty: 6110.298828
	Iteration 43Q: 3 clusters Score -2.594975e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216347 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -25949740.000000 Penalty: 6110.298828
	Iteration 44Q: 3 clusters Score -2.594974e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216481 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -25949790.000000 Penalty: 6110.298828
	Iteration 45Q: 3 clusters Score -2.594979e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216590 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -25949792.000000 Penalty: 6110.298828
	Iteration 46Q: 3 clusters Score -2.594979e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216706 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -25949764.000000 Penalty: 6110.298828
	Iteration 47Q: 3 clusters Score -2.594976e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216788 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -25949838.000000 Penalty: 6110.298828
	Iteration 48Q: 3 clusters Score -2.594984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216863 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -25949808.000000 Penalty: 6110.298828
	Iteration 49Q: 3 clusters Score -2.594981e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216914 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -25949850.000000 Penalty: 6110.298828
	Iteration 50Q: 3 clusters Score -2.594985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216949 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -25949828.000000 Penalty: 6110.298828
	Iteration 51Q: 3 clusters Score -2.594983e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216984 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -25949872.000000 Penalty: 6110.298828
	Iteration 52Q: 3 clusters Score -2.594987e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217024 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -25949850.000000 Penalty: 6110.298828
	Iteration 53Q: 3 clusters Score -2.594985e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217051 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -25949848.000000 Penalty: 6110.298828
	Iteration 54Q: 3 clusters Score -2.594985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217077 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -25949878.000000 Penalty: 6110.298828
	Iteration 55Q: 3 clusters Score -2.594988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217103 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -25949876.000000 Penalty: 6110.298828
	Iteration 56Q: 3 clusters Score -2.594988e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217130 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -25949858.000000 Penalty: 6110.298828
	Iteration 57Q: 3 clusters Score -2.594986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217159 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -25949848.000000 Penalty: 6110.298828
	Iteration 58Q: 3 clusters Score -2.594985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217184 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -25949858.000000 Penalty: 6110.298828
	Iteration 59Q: 3 clusters Score -2.594986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217200 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -25949852.000000 Penalty: 6110.298828
	Iteration 60F: 3 clusters Score -2.594985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217214 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -25949852.000000 Penalty: 6110.298828
	Iteration 61Q: 3 clusters Score -2.594985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217224 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -25949830.000000 Penalty: 6110.298828
	Iteration 62Q: 3 clusters Score -2.594983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217232 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -25949858.000000 Penalty: 6110.298828
	Iteration 63Q: 3 clusters Score -2.594986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217241 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -25949816.000000 Penalty: 6110.298828
	Iteration 64Q: 3 clusters Score -2.594982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217248 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -25949826.000000 Penalty: 6110.298828
	Iteration 65Q: 3 clusters Score -2.594983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217252 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -25949824.000000 Penalty: 6110.298828
	Iteration 66Q: 3 clusters Score -2.594982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217255 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -25949844.000000 Penalty: 6110.298828
	Iteration 67Q: 3 clusters Score -2.594984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217257 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -25949820.000000 Penalty: 6110.298828
	Iteration 68Q: 3 clusters Score -2.594982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217259 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -25949820.000000 Penalty: 6110.298828
	Iteration 69Q: 3 clusters Score -2.594982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217262 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -25949830.000000 Penalty: 6110.298828
	Iteration 70Q: 3 clusters Score -2.594983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217262 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -25949832.000000 Penalty: 6110.298828
	Iteration 71Q: 3 clusters Score -2.594983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217264 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -25949826.000000 Penalty: 6110.298828
	Iteration 72Q: 3 clusters Score -2.594983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217262 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -25949832.000000 Penalty: 6110.298828
	Iteration 73Q: 3 clusters Score -2.594983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217263 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -25949824.000000 Penalty: 6110.298828
	Iteration 74Q: 3 clusters Score -2.594982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217262 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -25949820.000000 Penalty: 6110.298828
	Iteration 75Q: 3 clusters Score -2.594982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217259 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -25949828.000000 Penalty: 6110.298828
	Iteration 76Q: 3 clusters Score -2.594983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217258 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -25949830.000000 Penalty: 6110.298828
	Iteration 77Q: 3 clusters Score -2.594983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217258 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -25949830.000000 Penalty: 6110.298828
	Iteration 78F: 3 clusters Score -2.594983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 41482 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178845 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 54954 members 
Mstep: Class 11 contains 105927 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137761 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 118088 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 3651 members 
Mstep: Class 26 contains 192171 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39261 members 
Mstep: Class 30 contains 217258 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37804 members 
Mstep: Class 33 contains 13086 members 
Mstep: Class 34 contains 8401 members 
Mstep: Class 35 contains 58477 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13922 members 
Mstep: Class 41 contains 6686 members 
Entering Unmasked Estep 
Score: -225982160.000000 Penalty: 147590.875000
Splitting cluster 30 changes total score from -225985056.000000 to -225982160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -73425.781250 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -73425.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71697.570312 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -71697.57 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71961.171875 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -71961.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72089.125000 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -72089.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72163.218750 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -72163.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72236.187500 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -72236.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72285.039062 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -72285.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72350.148438 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -72350.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72433.476562 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -72433.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -72506.312500 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -72506.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -72606.460938 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -72606.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72760.757812 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -72760.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72890.218750 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -72890.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73007.164062 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -73007.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73052.343750 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -73052.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73088.046875 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -73088.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -73117.976562 Penalty: 3247.916748
	Iteration 15Q: 3 clusters Score -73117.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73144.554688 Penalty: 3247.916748
	Iteration 16Q: 3 clusters Score -73144.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -73173.078125 Penalty: 3247.916748
	Iteration 17Q: 3 clusters Score -73173.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73194.875000 Penalty: 3247.916748
	Iteration 18Q: 3 clusters Score -73194.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73212.140625 Penalty: 3247.916748
	Iteration 19Q: 3 clusters Score -73212.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73242.929688 Penalty: 3247.916748
	Iteration 20F: 3 clusters Score -73242.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73298.460938 Penalty: 3247.916748
	Iteration 21Q: 3 clusters Score -73298.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73332.398438 Penalty: 3247.916748
	Iteration 22Q: 3 clusters Score -73332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73369.343750 Penalty: 3247.916748
	Iteration 23Q: 3 clusters Score -73369.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73440.718750 Penalty: 3247.916748
	Iteration 24Q: 3 clusters Score -73440.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73494.171875 Penalty: 3247.916748
	Iteration 25Q: 3 clusters Score -73494.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73556.195312 Penalty: 3247.916748
	Iteration 26Q: 3 clusters Score -73556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73606.640625 Penalty: 3247.916748
	Iteration 27Q: 3 clusters Score -73606.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73614.093750 Penalty: 3247.916748
	Iteration 28Q: 3 clusters Score -73614.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73614.093750 Penalty: 3247.916748
	Iteration 29F: 3 clusters Score -73614.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 41482 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178845 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 54954 members 
Mstep: Class 11 contains 105927 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137761 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 118088 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 3651 members 
Mstep: Class 26 contains 192171 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39261 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 407 members 
Mstep: Class 32 contains 37804 members 
Mstep: Class 33 contains 13086 members 
Mstep: Class 34 contains 8401 members 
Mstep: Class 35 contains 58477 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13922 members 
Mstep: Class 41 contains 291 members 
Entering Unmasked Estep 
Score: -225983328.000000 Penalty: 147590.875000
Splitting cluster 31 changes total score from -225985056.000000 to -225983328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (37804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Entering Unmasked Estep 
Score: -4049072.500000 Penalty: 2613.962402
	Iteration 0F: 2 clusters Score -4049072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4023373.500000 Penalty: 5227.924805
	Iteration 0F: 3 clusters Score -4023374 nChanged 17242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4033507.500000 Penalty: 5227.924805
	Iteration 1F: 3 clusters Score -4033508 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4035006.250000 Penalty: 5227.924805
	Iteration 2F: 3 clusters Score -4035006 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4036737.750000 Penalty: 5227.924805
	Iteration 3F: 3 clusters Score -4036738 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4038412.250000 Penalty: 5227.924805
	Iteration 4F: 3 clusters Score -4038412 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4039763.500000 Penalty: 5227.924805
	Iteration 5F: 3 clusters Score -4039764 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -4040787.500000 Penalty: 5227.924805
	Iteration 6F: 3 clusters Score -4040788 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4041389.000000 Penalty: 5227.924805
	Iteration 7Q: 3 clusters Score -4041389 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4041726.500000 Penalty: 5227.924805
	Iteration 8Q: 3 clusters Score -4041726 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4042007.500000 Penalty: 5227.924805
	Iteration 9Q: 3 clusters Score -4042008 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -4042235.000000 Penalty: 5227.924805
	Iteration 10Q: 3 clusters Score -4042235 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4042439.250000 Penalty: 5227.924805
	Iteration 11Q: 3 clusters Score -4042439 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -4042616.500000 Penalty: 5227.924805
	Iteration 12Q: 3 clusters Score -4042616 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4042789.000000 Penalty: 5227.924805
	Iteration 13Q: 3 clusters Score -4042789 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4042985.500000 Penalty: 5227.924805
	Iteration 14Q: 3 clusters Score -4042986 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -4043212.250000 Penalty: 5227.924805
	Iteration 15Q: 3 clusters Score -4043212 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4043385.000000 Penalty: 5227.924805
	Iteration 16Q: 3 clusters Score -4043385 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -4043588.750000 Penalty: 5227.924805
	Iteration 17Q: 3 clusters Score -4043589 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4043771.500000 Penalty: 5227.924805
	Iteration 18Q: 3 clusters Score -4043772 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4043960.000000 Penalty: 5227.924805
	Iteration 19Q: 3 clusters Score -4043960 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4044150.250000 Penalty: 5227.924805
	Iteration 20F: 3 clusters Score -4044150 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -4044318.250000 Penalty: 5227.924805
	Iteration 21Q: 3 clusters Score -4044318 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4044432.500000 Penalty: 5227.924805
	Iteration 22Q: 3 clusters Score -4044432 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -4044570.000000 Penalty: 5227.924805
	Iteration 23Q: 3 clusters Score -4044570 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4044725.000000 Penalty: 5227.924805
	Iteration 24Q: 3 clusters Score -4044725 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4044860.000000 Penalty: 5227.924805
	Iteration 25Q: 3 clusters Score -4044860 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4045009.000000 Penalty: 5227.924805
	Iteration 26Q: 3 clusters Score -4045009 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4045193.750000 Penalty: 5227.924805
	Iteration 27Q: 3 clusters Score -4045194 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -4045389.500000 Penalty: 5227.924805
	Iteration 28Q: 3 clusters Score -4045390 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -4045589.000000 Penalty: 5227.924805
	Iteration 29Q: 3 clusters Score -4045589 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -4045806.500000 Penalty: 5227.924805
	Iteration 30Q: 3 clusters Score -4045806 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4046006.000000 Penalty: 5227.924805
	Iteration 31Q: 3 clusters Score -4046006 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4046237.250000 Penalty: 5227.924805
	Iteration 32Q: 3 clusters Score -4046237 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4046461.750000 Penalty: 5227.924805
	Iteration 33Q: 3 clusters Score -4046462 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4046687.750000 Penalty: 5227.924805
	Iteration 34Q: 3 clusters Score -4046688 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4046889.000000 Penalty: 5227.924805
	Iteration 35Q: 3 clusters Score -4046889 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -4047075.500000 Penalty: 5227.924805
	Iteration 36Q: 3 clusters Score -4047076 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -4047200.500000 Penalty: 5227.924805
	Iteration 37Q: 3 clusters Score -4047200 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4047345.000000 Penalty: 5227.924805
	Iteration 38Q: 3 clusters Score -4047345 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4047452.500000 Penalty: 5227.924805
	Iteration 39Q: 3 clusters Score -4047452 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -4047567.500000 Penalty: 5227.924805
	Iteration 40F: 3 clusters Score -4047568 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4047669.000000 Penalty: 5227.924805
	Iteration 41Q: 3 clusters Score -4047669 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -4047736.000000 Penalty: 5227.924805
	Iteration 42Q: 3 clusters Score -4047736 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4047797.000000 Penalty: 5227.924805
	Iteration 43Q: 3 clusters Score -4047797 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4047858.500000 Penalty: 5227.924805
	Iteration 44Q: 3 clusters Score -4047858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4047928.000000 Penalty: 5227.924805
	Iteration 45Q: 3 clusters Score -4047928 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4047990.250000 Penalty: 5227.924805
	Iteration 46Q: 3 clusters Score -4047990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -4048027.500000 Penalty: 5227.924805
	Iteration 47Q: 3 clusters Score -4048028 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4048076.000000 Penalty: 5227.924805
	Iteration 48Q: 3 clusters Score -4048076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4048096.000000 Penalty: 5227.924805
	Iteration 49Q: 3 clusters Score -4048096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4048120.000000 Penalty: 5227.924805
	Iteration 50Q: 3 clusters Score -4048120 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -4048134.750000 Penalty: 5227.924805
	Iteration 51Q: 3 clusters Score -4048135 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4048158.750000 Penalty: 5227.924805
	Iteration 52Q: 3 clusters Score -4048159 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4048170.750000 Penalty: 5227.924805
	Iteration 53Q: 3 clusters Score -4048171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -4048186.000000 Penalty: 5227.924805
	Iteration 54Q: 3 clusters Score -4048186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4048185.250000 Penalty: 5227.924805
	Iteration 55Q: 3 clusters Score -4048185 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4048197.750000 Penalty: 5227.924805
	Iteration 56Q: 3 clusters Score -4048198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -4048215.250000 Penalty: 5227.924805
	Iteration 57Q: 3 clusters Score -4048215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4048231.250000 Penalty: 5227.924805
	Iteration 58Q: 3 clusters Score -4048231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -4048241.750000 Penalty: 5227.924805
	Iteration 59Q: 3 clusters Score -4048242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4048243.500000 Penalty: 5227.924805
	Iteration 60F: 3 clusters Score -4048244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4048247.000000 Penalty: 5227.924805
	Iteration 61Q: 3 clusters Score -4048247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4048262.250000 Penalty: 5227.924805
	Iteration 62Q: 3 clusters Score -4048262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4048253.250000 Penalty: 5227.924805
	Iteration 63Q: 3 clusters Score -4048253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4048262.000000 Penalty: 5227.924805
	Iteration 64Q: 3 clusters Score -4048262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4048265.500000 Penalty: 5227.924805
	Iteration 65Q: 3 clusters Score -4048266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4048267.000000 Penalty: 5227.924805
	Iteration 66Q: 3 clusters Score -4048267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -4048258.000000 Penalty: 5227.924805
	Iteration 67Q: 3 clusters Score -4048258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4048257.750000 Penalty: 5227.924805
	Iteration 68Q: 3 clusters Score -4048258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4048264.250000 Penalty: 5227.924805
	Iteration 69Q: 3 clusters Score -4048264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -4048270.000000 Penalty: 5227.924805
	Iteration 70Q: 3 clusters Score -4048270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4048275.500000 Penalty: 5227.924805
	Iteration 71Q: 3 clusters Score -4048276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4048268.250000 Penalty: 5227.924805
	Iteration 72Q: 3 clusters Score -4048268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4048267.000000 Penalty: 5227.924805
	Iteration 73Q: 3 clusters Score -4048267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4048266.500000 Penalty: 5227.924805
	Iteration 74Q: 3 clusters Score -4048266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4048273.500000 Penalty: 5227.924805
	Iteration 75Q: 3 clusters Score -4048274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4048274.250000 Penalty: 5227.924805
	Iteration 76Q: 3 clusters Score -4048274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4048272.750000 Penalty: 5227.924805
	Iteration 77Q: 3 clusters Score -4048273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4048282.500000 Penalty: 5227.924805
	Iteration 78Q: 3 clusters Score -4048282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4048286.000000 Penalty: 5227.924805
	Iteration 79Q: 3 clusters Score -4048286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4048285.250000 Penalty: 5227.924805
	Iteration 80F: 3 clusters Score -4048285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4048282.750000 Penalty: 5227.924805
	Iteration 81Q: 3 clusters Score -4048283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4048283.750000 Penalty: 5227.924805
	Iteration 82Q: 3 clusters Score -4048284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4048282.250000 Penalty: 5227.924805
	Iteration 83Q: 3 clusters Score -4048282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4048281.750000 Penalty: 5227.924805
	Iteration 84Q: 3 clusters Score -4048282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4048281.750000 Penalty: 5227.924805
	Iteration 85F: 3 clusters Score -4048282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (13086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Entering Unmasked Estep 
Score: -1338946.375000 Penalty: 2350.865967
	Iteration 0F: 2 clusters Score -1338946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1329355.125000 Penalty: 4701.731934
	Iteration 0F: 3 clusters Score -1329355 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1332837.125000 Penalty: 4701.731934
	Iteration 1F: 3 clusters Score -1332837 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1333619.375000 Penalty: 4701.731934
	Iteration 2F: 3 clusters Score -1333619 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1334248.125000 Penalty: 4701.731934
	Iteration 3F: 3 clusters Score -1334248 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1334742.000000 Penalty: 4701.731934
	Iteration 4F: 3 clusters Score -1334742 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1335095.250000 Penalty: 4701.731934
	Iteration 5Q: 3 clusters Score -1335095 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1335321.625000 Penalty: 4701.731934
	Iteration 6Q: 3 clusters Score -1335322 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1335488.625000 Penalty: 4701.731934
	Iteration 7Q: 3 clusters Score -1335489 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1335617.000000 Penalty: 4701.731934
	Iteration 8Q: 3 clusters Score -1335617 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1335737.000000 Penalty: 4701.731934
	Iteration 9Q: 3 clusters Score -1335737 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1335853.875000 Penalty: 4701.731934
	Iteration 10Q: 3 clusters Score -1335854 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1335960.625000 Penalty: 4701.731934
	Iteration 11Q: 3 clusters Score -1335961 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1336085.125000 Penalty: 4701.731934
	Iteration 12Q: 3 clusters Score -1336085 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1336211.875000 Penalty: 4701.731934
	Iteration 13Q: 3 clusters Score -1336212 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1336364.000000 Penalty: 4701.731934
	Iteration 14Q: 3 clusters Score -1336364 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1336512.000000 Penalty: 4701.731934
	Iteration 15Q: 3 clusters Score -1336512 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1336639.500000 Penalty: 4701.731934
	Iteration 16Q: 3 clusters Score -1336640 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1336748.875000 Penalty: 4701.731934
	Iteration 17Q: 3 clusters Score -1336749 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1336859.125000 Penalty: 4701.731934
	Iteration 18Q: 3 clusters Score -1336859 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1336978.375000 Penalty: 4701.731934
	Iteration 19Q: 3 clusters Score -1336978 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1337110.625000 Penalty: 4701.731934
	Iteration 20F: 3 clusters Score -1337111 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1337221.875000 Penalty: 4701.731934
	Iteration 21Q: 3 clusters Score -1337222 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1337307.500000 Penalty: 4701.731934
	Iteration 22Q: 3 clusters Score -1337308 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1337370.125000 Penalty: 4701.731934
	Iteration 23Q: 3 clusters Score -1337370 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1337440.375000 Penalty: 4701.731934
	Iteration 24Q: 3 clusters Score -1337440 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1337495.125000 Penalty: 4701.731934
	Iteration 25Q: 3 clusters Score -1337495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1337527.750000 Penalty: 4701.731934
	Iteration 26Q: 3 clusters Score -1337528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1337551.875000 Penalty: 4701.731934
	Iteration 27Q: 3 clusters Score -1337552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1337580.500000 Penalty: 4701.731934
	Iteration 28Q: 3 clusters Score -1337580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1337604.375000 Penalty: 4701.731934
	Iteration 29Q: 3 clusters Score -1337604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1337643.625000 Penalty: 4701.731934
	Iteration 30Q: 3 clusters Score -1337644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1337673.000000 Penalty: 4701.731934
	Iteration 31Q: 3 clusters Score -1337673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1337692.375000 Penalty: 4701.731934
	Iteration 32Q: 3 clusters Score -1337692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1337714.250000 Penalty: 4701.731934
	Iteration 33Q: 3 clusters Score -1337714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1337732.125000 Penalty: 4701.731934
	Iteration 34Q: 3 clusters Score -1337732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1337744.500000 Penalty: 4701.731934
	Iteration 35Q: 3 clusters Score -1337744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1337758.500000 Penalty: 4701.731934
	Iteration 36Q: 3 clusters Score -1337758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1337759.750000 Penalty: 4701.731934
	Iteration 37Q: 3 clusters Score -1337760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1337759.000000 Penalty: 4701.731934
	Iteration 38Q: 3 clusters Score -1337759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1337762.750000 Penalty: 4701.731934
	Iteration 39Q: 3 clusters Score -1337763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1337770.750000 Penalty: 4701.731934
	Iteration 40F: 3 clusters Score -1337771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1337773.250000 Penalty: 4701.731934
	Iteration 41Q: 3 clusters Score -1337773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1337775.000000 Penalty: 4701.731934
	Iteration 42Q: 3 clusters Score -1337775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1337783.000000 Penalty: 4701.731934
	Iteration 43Q: 3 clusters Score -1337783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1337786.500000 Penalty: 4701.731934
	Iteration 44Q: 3 clusters Score -1337786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1337789.875000 Penalty: 4701.731934
	Iteration 45Q: 3 clusters Score -1337790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1337793.625000 Penalty: 4701.731934
	Iteration 46Q: 3 clusters Score -1337794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1337801.625000 Penalty: 4701.731934
	Iteration 47Q: 3 clusters Score -1337802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1337802.625000 Penalty: 4701.731934
	Iteration 48Q: 3 clusters Score -1337803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1337804.875000 Penalty: 4701.731934
	Iteration 49Q: 3 clusters Score -1337805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1337805.500000 Penalty: 4701.731934
	Iteration 50Q: 3 clusters Score -1337806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1337807.250000 Penalty: 4701.731934
	Iteration 51Q: 3 clusters Score -1337807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1337812.375000 Penalty: 4701.731934
	Iteration 52Q: 3 clusters Score -1337812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1337815.500000 Penalty: 4701.731934
	Iteration 53Q: 3 clusters Score -1337816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1337816.625000 Penalty: 4701.731934
	Iteration 54Q: 3 clusters Score -1337817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1337816.750000 Penalty: 4701.731934
	Iteration 55Q: 3 clusters Score -1337817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1337817.875000 Penalty: 4701.731934
	Iteration 56Q: 3 clusters Score -1337818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1337820.625000 Penalty: 4701.731934
	Iteration 57Q: 3 clusters Score -1337821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1337821.125000 Penalty: 4701.731934
	Iteration 58Q: 3 clusters Score -1337821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1337826.500000 Penalty: 4701.731934
	Iteration 59Q: 3 clusters Score -1337826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1337829.000000 Penalty: 4701.731934
	Iteration 60F: 3 clusters Score -1337829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1337829.250000 Penalty: 4701.731934
	Iteration 61Q: 3 clusters Score -1337829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1337829.250000 Penalty: 4701.731934
	Iteration 62Q: 3 clusters Score -1337829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1337830.250000 Penalty: 4701.731934
	Iteration 63Q: 3 clusters Score -1337830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1337830.250000 Penalty: 4701.731934
	Iteration 64F: 3 clusters Score -1337830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Entering Unmasked Estep 
Score: -919113.562500 Penalty: 2240.954346
	Iteration 0F: 2 clusters Score -919113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -912455.375000 Penalty: 4481.908691
	Iteration 0F: 3 clusters Score -912455.4 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -914345.000000 Penalty: 4481.908691
	Iteration 1F: 3 clusters Score -914345 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -914686.375000 Penalty: 4481.908691
	Iteration 2F: 3 clusters Score -914686.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -914944.562500 Penalty: 4481.908691
	Iteration 3F: 3 clusters Score -914944.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -915155.937500 Penalty: 4481.908691
	Iteration 4Q: 3 clusters Score -915155.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -915372.187500 Penalty: 4481.908691
	Iteration 5Q: 3 clusters Score -915372.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -915652.125000 Penalty: 4481.908691
	Iteration 6Q: 3 clusters Score -915652.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -915966.687500 Penalty: 4481.908691
	Iteration 7F: 3 clusters Score -915966.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -916304.687500 Penalty: 4481.908691
	Iteration 8F: 3 clusters Score -916304.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -916662.125000 Penalty: 4481.908691
	Iteration 9F: 3 clusters Score -916662.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -916962.875000 Penalty: 4481.908691
	Iteration 10Q: 3 clusters Score -916962.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -917171.250000 Penalty: 4481.908691
	Iteration 11Q: 3 clusters Score -917171.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -917309.000000 Penalty: 4481.908691
	Iteration 12Q: 3 clusters Score -917309 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -917402.625000 Penalty: 4481.908691
	Iteration 13Q: 3 clusters Score -917402.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -917469.500000 Penalty: 4481.908691
	Iteration 14Q: 3 clusters Score -917469.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -917523.250000 Penalty: 4481.908691
	Iteration 15Q: 3 clusters Score -917523.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -917580.250000 Penalty: 4481.908691
	Iteration 16Q: 3 clusters Score -917580.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -917622.250000 Penalty: 4481.908691
	Iteration 17Q: 3 clusters Score -917622.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -917656.375000 Penalty: 4481.908691
	Iteration 18Q: 3 clusters Score -917656.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -917682.250000 Penalty: 4481.908691
	Iteration 19Q: 3 clusters Score -917682.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -917701.500000 Penalty: 4481.908691
	Iteration 20F: 3 clusters Score -917701.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -917722.875000 Penalty: 4481.908691
	Iteration 21Q: 3 clusters Score -917722.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -917738.250000 Penalty: 4481.908691
	Iteration 22Q: 3 clusters Score -917738.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -917749.437500 Penalty: 4481.908691
	Iteration 23Q: 3 clusters Score -917749.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -917755.250000 Penalty: 4481.908691
	Iteration 24Q: 3 clusters Score -917755.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -917762.312500 Penalty: 4481.908691
	Iteration 25Q: 3 clusters Score -917762.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -917767.562500 Penalty: 4481.908691
	Iteration 26Q: 3 clusters Score -917767.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -917777.250000 Penalty: 4481.908691
	Iteration 27Q: 3 clusters Score -917777.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -917785.125000 Penalty: 4481.908691
	Iteration 28Q: 3 clusters Score -917785.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -917795.062500 Penalty: 4481.908691
	Iteration 29Q: 3 clusters Score -917795.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -917805.562500 Penalty: 4481.908691
	Iteration 30Q: 3 clusters Score -917805.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -917813.937500 Penalty: 4481.908691
	Iteration 31Q: 3 clusters Score -917813.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -917825.250000 Penalty: 4481.908691
	Iteration 32Q: 3 clusters Score -917825.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -917832.250000 Penalty: 4481.908691
	Iteration 33Q: 3 clusters Score -917832.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -917836.687500 Penalty: 4481.908691
	Iteration 34Q: 3 clusters Score -917836.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -917844.375000 Penalty: 4481.908691
	Iteration 35Q: 3 clusters Score -917844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -917848.875000 Penalty: 4481.908691
	Iteration 36Q: 3 clusters Score -917848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -917850.062500 Penalty: 4481.908691
	Iteration 37Q: 3 clusters Score -917850.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -917855.250000 Penalty: 4481.908691
	Iteration 38Q: 3 clusters Score -917855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -917863.500000 Penalty: 4481.908691
	Iteration 39Q: 3 clusters Score -917863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -917868.437500 Penalty: 4481.908691
	Iteration 40F: 3 clusters Score -917868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -917869.125000 Penalty: 4481.908691
	Iteration 41Q: 3 clusters Score -917869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -917871.062500 Penalty: 4481.908691
	Iteration 42Q: 3 clusters Score -917871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -917872.375000 Penalty: 4481.908691
	Iteration 43Q: 3 clusters Score -917872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -917872.375000 Penalty: 4481.908691
	Iteration 44Q: 3 clusters Score -917872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -917876.375000 Penalty: 4481.908691
	Iteration 45Q: 3 clusters Score -917876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -917878.937500 Penalty: 4481.908691
	Iteration 46Q: 3 clusters Score -917878.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -917878.062500 Penalty: 4481.908691
	Iteration 47Q: 3 clusters Score -917878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -917881.937500 Penalty: 4481.908691
	Iteration 48Q: 3 clusters Score -917881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -917882.062500 Penalty: 4481.908691
	Iteration 49Q: 3 clusters Score -917882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -917883.187500 Penalty: 4481.908691
	Iteration 50Q: 3 clusters Score -917883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -917883.187500 Penalty: 4481.908691
	Iteration 51F: 3 clusters Score -917883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Entering Unmasked Estep 
Score: -6941063.000000 Penalty: 2722.144531
	Iteration 0F: 2 clusters Score -6941063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -6901719.000000 Penalty: 5444.289062
	Iteration 0F: 3 clusters Score -6901719 nChanged 27198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -6917033.000000 Penalty: 5444.289062
	Iteration 1F: 3 clusters Score -6917033 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -6917616.500000 Penalty: 5444.289062
	Iteration 2Q: 3 clusters Score -6917616 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -6918292.000000 Penalty: 5444.289062
	Iteration 3Q: 3 clusters Score -6918292 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -6919178.000000 Penalty: 5444.289062
	Iteration 4Q: 3 clusters Score -6919178 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -6920466.000000 Penalty: 5444.289062
	Iteration 5Q: 3 clusters Score -6920466 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -6922416.500000 Penalty: 5444.289062
	Iteration 6F: 3 clusters Score -6922416 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -6924837.500000 Penalty: 5444.289062
	Iteration 7F: 3 clusters Score -6924838 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -6927678.500000 Penalty: 5444.289062
	Iteration 8F: 3 clusters Score -6927678 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -6930438.000000 Penalty: 5444.289062
	Iteration 9F: 3 clusters Score -6930438 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -6932832.000000 Penalty: 5444.289062
	Iteration 10F: 3 clusters Score -6932832 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6934696.500000 Penalty: 5444.289062
	Iteration 11Q: 3 clusters Score -6934696 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -6936094.000000 Penalty: 5444.289062
	Iteration 12Q: 3 clusters Score -6936094 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -6937056.000000 Penalty: 5444.289062
	Iteration 13Q: 3 clusters Score -6937056 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -6937680.000000 Penalty: 5444.289062
	Iteration 14Q: 3 clusters Score -6937680 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -6938127.500000 Penalty: 5444.289062
	Iteration 15Q: 3 clusters Score -6938128 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -6938334.000000 Penalty: 5444.289062
	Iteration 16Q: 3 clusters Score -6938334 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -6938464.000000 Penalty: 5444.289062
	Iteration 17Q: 3 clusters Score -6938464 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -6938554.500000 Penalty: 5444.289062
	Iteration 18Q: 3 clusters Score -6938554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -6938595.500000 Penalty: 5444.289062
	Iteration 19Q: 3 clusters Score -6938596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -6938641.500000 Penalty: 5444.289062
	Iteration 20F: 3 clusters Score -6938642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -6938673.000000 Penalty: 5444.289062
	Iteration 21Q: 3 clusters Score -6938673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -6938696.500000 Penalty: 5444.289062
	Iteration 22Q: 3 clusters Score -6938696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -6938712.500000 Penalty: 5444.289062
	Iteration 23Q: 3 clusters Score -6938712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -6938745.000000 Penalty: 5444.289062
	Iteration 24Q: 3 clusters Score -6938745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -6938762.500000 Penalty: 5444.289062
	Iteration 25Q: 3 clusters Score -6938762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -6938772.000000 Penalty: 5444.289062
	Iteration 26Q: 3 clusters Score -6938772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -6938778.500000 Penalty: 5444.289062
	Iteration 27Q: 3 clusters Score -6938778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -6938788.000000 Penalty: 5444.289062
	Iteration 28Q: 3 clusters Score -6938788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 57802 members 
Entering Unmasked Estep 
Score: -6938803.000000 Penalty: 5444.289062
	Iteration 29Q: 3 clusters Score -6938803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -6938809.500000 Penalty: 5444.289062
	Iteration 30Q: 3 clusters Score -6938810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -6938811.500000 Penalty: 5444.289062
	Iteration 31Q: 3 clusters Score -6938812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -6938808.000000 Penalty: 5444.289062
	Iteration 32Q: 3 clusters Score -6938808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -6938809.500000 Penalty: 5444.289062
	Iteration 33Q: 3 clusters Score -6938810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -6938812.000000 Penalty: 5444.289062
	Iteration 34Q: 3 clusters Score -6938812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -6938812.500000 Penalty: 5444.289062
	Iteration 35Q: 3 clusters Score -6938812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -6938811.500000 Penalty: 5444.289062
	Iteration 36Q: 3 clusters Score -6938812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -6938808.000000 Penalty: 5444.289062
	Iteration 37Q: 3 clusters Score -6938808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -6938806.500000 Penalty: 5444.289062
	Iteration 38Q: 3 clusters Score -6938806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -6938806.500000 Penalty: 5444.289062
	Iteration 39F: 3 clusters Score -6938806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118417.515625 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118417.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119066.429688 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119066.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119586.929688 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119586.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119822.484375 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -119822.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120036.867188 Penalty: 3504.967529
	Iteration 4F: 3 clusters Score -120036.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120257.320312 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -120257.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120549.390625 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -120549.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120964.640625 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -120964.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121270.109375 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -121270.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121305.312500 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -121305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121321.375000 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -121321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121333.726562 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -121333.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -121335.328125 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -121335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -121335.328125 Penalty: 3504.967529
	Iteration 13F: 3 clusters Score -121335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 41482 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178845 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 54954 members 
Mstep: Class 11 contains 105927 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137761 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 118088 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 3651 members 
Mstep: Class 26 contains 192171 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39261 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37804 members 
Mstep: Class 33 contains 13086 members 
Mstep: Class 34 contains 8401 members 
Mstep: Class 35 contains 58477 members 
Mstep: Class 36 contains 758 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13922 members 
Mstep: Class 41 contains 414 members 
Entering Unmasked Estep 
Score: -225983904.000000 Penalty: 147590.875000
Splitting cluster 36 changes total score from -225985056.000000 to -225983904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31395.080078 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31395.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31558.603516 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31622.109375 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31622.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31666.929688 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31666.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31718.324219 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31718.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31764.593750 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31764.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31773.013672 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31773.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31775.527344 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -31775.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31775.527344 Penalty: 2895.514160
	Iteration 8F: 3 clusters Score -31775.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Entering Unmasked Estep 
Score: -1327080.500000 Penalty: 2330.390869
	Iteration 0F: 2 clusters Score -1327080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1318013.125000 Penalty: 4660.781738
	Iteration 0F: 3 clusters Score -1318013 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1320826.375000 Penalty: 4660.781738
	Iteration 1F: 3 clusters Score -1320826 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1321293.250000 Penalty: 4660.781738
	Iteration 2F: 3 clusters Score -1321293 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1321864.000000 Penalty: 4660.781738
	Iteration 3F: 3 clusters Score -1321864 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1322588.875000 Penalty: 4660.781738
	Iteration 4F: 3 clusters Score -1322589 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1323390.750000 Penalty: 4660.781738
	Iteration 5F: 3 clusters Score -1323391 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1324183.375000 Penalty: 4660.781738
	Iteration 6F: 3 clusters Score -1324183 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1324800.750000 Penalty: 4660.781738
	Iteration 7F: 3 clusters Score -1324801 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1325207.125000 Penalty: 4660.781738
	Iteration 8F: 3 clusters Score -1325207 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1325434.875000 Penalty: 4660.781738
	Iteration 9Q: 3 clusters Score -1325435 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1325593.000000 Penalty: 4660.781738
	Iteration 10Q: 3 clusters Score -1325593 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1325709.000000 Penalty: 4660.781738
	Iteration 11Q: 3 clusters Score -1325709 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1325795.000000 Penalty: 4660.781738
	Iteration 12Q: 3 clusters Score -1325795 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1325865.625000 Penalty: 4660.781738
	Iteration 13Q: 3 clusters Score -1325866 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1325916.875000 Penalty: 4660.781738
	Iteration 14Q: 3 clusters Score -1325917 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1325960.750000 Penalty: 4660.781738
	Iteration 15Q: 3 clusters Score -1325961 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1325995.750000 Penalty: 4660.781738
	Iteration 16Q: 3 clusters Score -1325996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1326024.750000 Penalty: 4660.781738
	Iteration 17Q: 3 clusters Score -1326025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1326050.875000 Penalty: 4660.781738
	Iteration 18Q: 3 clusters Score -1326051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1326065.250000 Penalty: 4660.781738
	Iteration 19Q: 3 clusters Score -1326065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1326088.625000 Penalty: 4660.781738
	Iteration 20F: 3 clusters Score -1326089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1326108.500000 Penalty: 4660.781738
	Iteration 21Q: 3 clusters Score -1326108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1326133.000000 Penalty: 4660.781738
	Iteration 22Q: 3 clusters Score -1326133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1326143.000000 Penalty: 4660.781738
	Iteration 23Q: 3 clusters Score -1326143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1326147.375000 Penalty: 4660.781738
	Iteration 24Q: 3 clusters Score -1326147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1326156.375000 Penalty: 4660.781738
	Iteration 25Q: 3 clusters Score -1326156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1326161.250000 Penalty: 4660.781738
	Iteration 26Q: 3 clusters Score -1326161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1326169.500000 Penalty: 4660.781738
	Iteration 27Q: 3 clusters Score -1326170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1326176.250000 Penalty: 4660.781738
	Iteration 28Q: 3 clusters Score -1326176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1326186.750000 Penalty: 4660.781738
	Iteration 29Q: 3 clusters Score -1326187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1326191.750000 Penalty: 4660.781738
	Iteration 30Q: 3 clusters Score -1326192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1326204.250000 Penalty: 4660.781738
	Iteration 31Q: 3 clusters Score -1326204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1326204.500000 Penalty: 4660.781738
	Iteration 32Q: 3 clusters Score -1326204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1326206.500000 Penalty: 4660.781738
	Iteration 33Q: 3 clusters Score -1326206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1326215.125000 Penalty: 4660.781738
	Iteration 34Q: 3 clusters Score -1326215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1326217.875000 Penalty: 4660.781738
	Iteration 35Q: 3 clusters Score -1326218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1326222.750000 Penalty: 4660.781738
	Iteration 36Q: 3 clusters Score -1326223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1326223.125000 Penalty: 4660.781738
	Iteration 37Q: 3 clusters Score -1326223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1326225.500000 Penalty: 4660.781738
	Iteration 38Q: 3 clusters Score -1326226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1326227.125000 Penalty: 4660.781738
	Iteration 39Q: 3 clusters Score -1326227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1326230.625000 Penalty: 4660.781738
	Iteration 40F: 3 clusters Score -1326231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1326231.625000 Penalty: 4660.781738
	Iteration 41Q: 3 clusters Score -1326232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1326231.750000 Penalty: 4660.781738
	Iteration 42Q: 3 clusters Score -1326232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1326231.750000 Penalty: 4660.781738
	Iteration 43Q: 3 clusters Score -1326232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1326229.125000 Penalty: 4660.781738
	Iteration 44Q: 3 clusters Score -1326229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1326229.125000 Penalty: 4660.781738
	Iteration 45F: 3 clusters Score -1326229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -150554.953125 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -150555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148390.312500 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -148390.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148752.953125 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -148753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -148833.765625 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -148833.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -148879.140625 Penalty: 3588.866943
	Iteration 3Q: 3 clusters Score -148879.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -148900.171875 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -148900.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -148919.796875 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -148919.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -148937.312500 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -148937.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -148944.796875 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -148944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -148948.093750 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -148948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -148950.421875 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -148950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -148950.875000 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -148950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -148952.000000 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -148952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -148953.046875 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -148953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -148953.531250 Penalty: 3588.866943
	Iteration 13Q: 3 clusters Score -148953.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -148953.531250 Penalty: 3588.866943
	Iteration 14F: 3 clusters Score -148953.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Entering Unmasked Estep 
Score: -1548011.500000 Penalty: 2366.223877
	Iteration 0F: 2 clusters Score -1548012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1537825.250000 Penalty: 4732.447754
	Iteration 0F: 3 clusters Score -1537825 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1541070.875000 Penalty: 4732.447754
	Iteration 1F: 3 clusters Score -1541071 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1541465.750000 Penalty: 4732.447754
	Iteration 2F: 3 clusters Score -1541466 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1541776.625000 Penalty: 4732.447754
	Iteration 3Q: 3 clusters Score -1541777 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1542018.875000 Penalty: 4732.447754
	Iteration 4Q: 3 clusters Score -1542019 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1542257.250000 Penalty: 4732.447754
	Iteration 5Q: 3 clusters Score -1542257 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1542481.250000 Penalty: 4732.447754
	Iteration 6Q: 3 clusters Score -1542481 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1542749.875000 Penalty: 4732.447754
	Iteration 7Q: 3 clusters Score -1542750 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1543084.000000 Penalty: 4732.447754
	Iteration 8Q: 3 clusters Score -1543084 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1543491.750000 Penalty: 4732.447754
	Iteration 9Q: 3 clusters Score -1543492 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1543991.750000 Penalty: 4732.447754
	Iteration 10Q: 3 clusters Score -1543992 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1544502.875000 Penalty: 4732.447754
	Iteration 11Q: 3 clusters Score -1544503 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1544980.625000 Penalty: 4732.447754
	Iteration 12Q: 3 clusters Score -1544981 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1545335.750000 Penalty: 4732.447754
	Iteration 13Q: 3 clusters Score -1545336 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1545602.125000 Penalty: 4732.447754
	Iteration 14Q: 3 clusters Score -1545602 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1545782.750000 Penalty: 4732.447754
	Iteration 15Q: 3 clusters Score -1545783 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1545881.375000 Penalty: 4732.447754
	Iteration 16Q: 3 clusters Score -1545881 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1545978.875000 Penalty: 4732.447754
	Iteration 17Q: 3 clusters Score -1545979 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1546038.000000 Penalty: 4732.447754
	Iteration 18Q: 3 clusters Score -1546038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1546079.500000 Penalty: 4732.447754
	Iteration 19Q: 3 clusters Score -1546080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1546098.125000 Penalty: 4732.447754
	Iteration 20F: 3 clusters Score -1546098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1546107.750000 Penalty: 4732.447754
	Iteration 21Q: 3 clusters Score -1546108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1546123.625000 Penalty: 4732.447754
	Iteration 22Q: 3 clusters Score -1546124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1546135.625000 Penalty: 4732.447754
	Iteration 23Q: 3 clusters Score -1546136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1546140.625000 Penalty: 4732.447754
	Iteration 24Q: 3 clusters Score -1546141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1546145.125000 Penalty: 4732.447754
	Iteration 25Q: 3 clusters Score -1546145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1546150.250000 Penalty: 4732.447754
	Iteration 26Q: 3 clusters Score -1546150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1546157.000000 Penalty: 4732.447754
	Iteration 27Q: 3 clusters Score -1546157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1546156.250000 Penalty: 4732.447754
	Iteration 28Q: 3 clusters Score -1546156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -1546159.375000 Penalty: 4732.447754
	Iteration 29Q: 3 clusters Score -1546159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1546159.000000 Penalty: 4732.447754
	Iteration 30Q: 3 clusters Score -1546159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1546157.000000 Penalty: 4732.447754
	Iteration 31Q: 3 clusters Score -1546157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1546159.375000 Penalty: 4732.447754
	Iteration 32Q: 3 clusters Score -1546159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1546159.375000 Penalty: 4732.447754
	Iteration 33F: 3 clusters Score -1546159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13389 members 
Mstep: Class 4 contains 41482 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178845 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 54954 members 
Mstep: Class 11 contains 105927 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137761 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 118088 members 
Mstep: Class 18 contains 22428 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13420 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 3651 members 
Mstep: Class 26 contains 192171 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39261 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37804 members 
Mstep: Class 33 contains 13086 members 
Mstep: Class 34 contains 8401 members 
Mstep: Class 35 contains 58477 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985024.000000 Penalty: 143991.093750
Iteration 279Q: 41 clusters Score -2.25985e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13398 members 
Mstep: Class 4 contains 41485 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178850 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32109 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 54959 members 
Mstep: Class 11 contains 105920 members 
Mstep: Class 12 contains 244409 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 137942 members 
Mstep: Class 16 contains 24050 members 
Mstep: Class 17 contains 118068 members 
Mstep: Class 18 contains 22413 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7923 members 
Mstep: Class 22 contains 168404 members 
Mstep: Class 23 contains 13419 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 3653 members 
Mstep: Class 26 contains 192045 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9759 members 
Mstep: Class 29 contains 39230 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37796 members 
Mstep: Class 33 contains 13076 members 
Mstep: Class 34 contains 8404 members 
Mstep: Class 35 contains 58474 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12048 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984960.000000 Penalty: 143991.093750
Iteration 280F: 41 clusters Score -2.25985e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13401 members 
Mstep: Class 4 contains 41488 members 
Mstep: Class 5 contains 23400 members 
Mstep: Class 6 contains 178851 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32110 members 
Mstep: Class 9 contains 10234 members 
Mstep: Class 10 contains 54961 members 
Mstep: Class 11 contains 105914 members 
Mstep: Class 12 contains 244416 members 
Mstep: Class 13 contains 22048 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 138136 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 118047 members 
Mstep: Class 18 contains 22406 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 168404 members 
Mstep: Class 23 contains 13423 members 
Mstep: Class 24 contains 34767 members 
Mstep: Class 25 contains 3654 members 
Mstep: Class 26 contains 191922 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 9756 members 
Mstep: Class 29 contains 39190 members 
Mstep: Class 30 contains 223955 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37789 members 
Mstep: Class 33 contains 13069 members 
Mstep: Class 34 contains 8409 members 
Mstep: Class 35 contains 58468 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12048 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984800.000000 Penalty: 143991.093750
Iteration 281Q: 41 clusters Score -2.259848e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60685 members 
Mstep: Class 3 contains 13408 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23399 members 
Mstep: Class 6 contains 178850 members 
Mstep: Class 7 contains 35726 members 
Mstep: Class 8 contains 32111 members 
Mstep: Class 9 contains 10240 members 
Mstep: Class 10 contains 54959 members 
Mstep: Class 11 contains 105907 members 
Mstep: Class 12 contains 244421 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 138326 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 118033 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 168406 members 
Mstep: Class 23 contains 13423 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 3656 members 
Mstep: Class 26 contains 191802 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9754 members 
Mstep: Class 29 contains 39148 members 
Mstep: Class 30 contains 223967 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37777 members 
Mstep: Class 33 contains 13055 members 
Mstep: Class 34 contains 8409 members 
Mstep: Class 35 contains 58464 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985024.000000 Penalty: 143991.093750
Iteration 282Q: 41 clusters Score -2.25985e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60686 members 
Mstep: Class 3 contains 13416 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23403 members 
Mstep: Class 6 contains 178850 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32115 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54957 members 
Mstep: Class 11 contains 105904 members 
Mstep: Class 12 contains 244427 members 
Mstep: Class 13 contains 22051 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 138529 members 
Mstep: Class 16 contains 24046 members 
Mstep: Class 17 contains 118021 members 
Mstep: Class 18 contains 22375 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 168411 members 
Mstep: Class 23 contains 13422 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 3658 members 
Mstep: Class 26 contains 191693 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 39111 members 
Mstep: Class 30 contains 223966 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37748 members 
Mstep: Class 33 contains 13042 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 58455 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985024.000000 Penalty: 143991.093750
Iteration 283Q: 41 clusters Score -2.25985e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60685 members 
Mstep: Class 3 contains 13423 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 23403 members 
Mstep: Class 6 contains 178851 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32112 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54956 members 
Mstep: Class 11 contains 105909 members 
Mstep: Class 12 contains 244431 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 138720 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 118012 members 
Mstep: Class 18 contains 22352 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 168411 members 
Mstep: Class 23 contains 13421 members 
Mstep: Class 24 contains 34770 members 
Mstep: Class 25 contains 3657 members 
Mstep: Class 26 contains 191591 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9750 members 
Mstep: Class 29 contains 39082 members 
Mstep: Class 30 contains 223968 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37729 members 
Mstep: Class 33 contains 13031 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 58451 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984848.000000 Penalty: 143991.093750
Iteration 284Q: 41 clusters Score -2.259848e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60684 members 
Mstep: Class 3 contains 13432 members 
Mstep: Class 4 contains 41500 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178857 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 32108 members 
Mstep: Class 9 contains 10242 members 
Mstep: Class 10 contains 54952 members 
Mstep: Class 11 contains 105903 members 
Mstep: Class 12 contains 244433 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 138886 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 118009 members 
Mstep: Class 18 contains 22340 members 
Mstep: Class 19 contains 14419 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7924 members 
Mstep: Class 22 contains 168411 members 
Mstep: Class 23 contains 13417 members 
Mstep: Class 24 contains 34771 members 
Mstep: Class 25 contains 3658 members 
Mstep: Class 26 contains 191515 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 39048 members 
Mstep: Class 30 contains 223967 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37702 members 
Mstep: Class 33 contains 13019 members 
Mstep: Class 34 contains 8410 members 
Mstep: Class 35 contains 58450 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984896.000000 Penalty: 143991.093750
Iteration 285Q: 41 clusters Score -2.259849e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60683 members 
Mstep: Class 3 contains 13437 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178859 members 
Mstep: Class 7 contains 35727 members 
Mstep: Class 8 contains 32104 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54950 members 
Mstep: Class 11 contains 105901 members 
Mstep: Class 12 contains 244430 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139030 members 
Mstep: Class 16 contains 24047 members 
Mstep: Class 17 contains 118005 members 
Mstep: Class 18 contains 22328 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168416 members 
Mstep: Class 23 contains 13417 members 
Mstep: Class 24 contains 34769 members 
Mstep: Class 25 contains 3658 members 
Mstep: Class 26 contains 191449 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9750 members 
Mstep: Class 29 contains 39013 members 
Mstep: Class 30 contains 223971 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37685 members 
Mstep: Class 33 contains 13014 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 58445 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984912.000000 Penalty: 143991.093750
Iteration 286Q: 41 clusters Score -2.259849e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13444 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178866 members 
Mstep: Class 7 contains 35729 members 
Mstep: Class 8 contains 32094 members 
Mstep: Class 9 contains 10242 members 
Mstep: Class 10 contains 54946 members 
Mstep: Class 11 contains 105904 members 
Mstep: Class 12 contains 244428 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139162 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 117994 members 
Mstep: Class 18 contains 22323 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7920 members 
Mstep: Class 22 contains 168418 members 
Mstep: Class 23 contains 13416 members 
Mstep: Class 24 contains 34762 members 
Mstep: Class 25 contains 3659 members 
Mstep: Class 26 contains 191386 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38976 members 
Mstep: Class 30 contains 223973 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37686 members 
Mstep: Class 33 contains 13007 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 58439 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985136.000000 Penalty: 143991.093750
Iteration 287Q: 41 clusters Score -2.259851e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13451 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178871 members 
Mstep: Class 7 contains 35729 members 
Mstep: Class 8 contains 32089 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54944 members 
Mstep: Class 11 contains 105903 members 
Mstep: Class 12 contains 244422 members 
Mstep: Class 13 contains 22048 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139285 members 
Mstep: Class 16 contains 24049 members 
Mstep: Class 17 contains 117980 members 
Mstep: Class 18 contains 22312 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 168414 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 34761 members 
Mstep: Class 25 contains 3659 members 
Mstep: Class 26 contains 191335 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38944 members 
Mstep: Class 30 contains 223978 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37681 members 
Mstep: Class 33 contains 13001 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 58440 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985104.000000 Penalty: 143991.093750
Iteration 288Q: 41 clusters Score -2.259851e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13454 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178877 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32087 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54941 members 
Mstep: Class 11 contains 105899 members 
Mstep: Class 12 contains 244415 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139421 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 117971 members 
Mstep: Class 18 contains 22304 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7926 members 
Mstep: Class 22 contains 168408 members 
Mstep: Class 23 contains 13410 members 
Mstep: Class 24 contains 34757 members 
Mstep: Class 25 contains 3659 members 
Mstep: Class 26 contains 191260 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38917 members 
Mstep: Class 30 contains 223984 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37672 members 
Mstep: Class 33 contains 12994 members 
Mstep: Class 34 contains 8411 members 
Mstep: Class 35 contains 58437 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985088.000000 Penalty: 143991.093750
Iteration 289Q: 41 clusters Score -2.259851e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60683 members 
Mstep: Class 3 contains 13461 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 178880 members 
Mstep: Class 7 contains 35729 members 
Mstep: Class 8 contains 32083 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54936 members 
Mstep: Class 11 contains 105893 members 
Mstep: Class 12 contains 244414 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139542 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 117962 members 
Mstep: Class 18 contains 22302 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9257 members 
Mstep: Class 21 contains 7927 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13412 members 
Mstep: Class 24 contains 34755 members 
Mstep: Class 25 contains 3659 members 
Mstep: Class 26 contains 191219 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38888 members 
Mstep: Class 30 contains 223988 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37654 members 
Mstep: Class 33 contains 12988 members 
Mstep: Class 34 contains 8413 members 
Mstep: Class 35 contains 58432 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985152.000000 Penalty: 143991.093750
Iteration 290Q: 41 clusters Score -2.259852e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13462 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 178881 members 
Mstep: Class 7 contains 35729 members 
Mstep: Class 8 contains 32082 members 
Mstep: Class 9 contains 10242 members 
Mstep: Class 10 contains 54934 members 
Mstep: Class 11 contains 105891 members 
Mstep: Class 12 contains 244412 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139668 members 
Mstep: Class 16 contains 24051 members 
Mstep: Class 17 contains 117951 members 
Mstep: Class 18 contains 22296 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7926 members 
Mstep: Class 22 contains 168401 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 34756 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 191156 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9750 members 
Mstep: Class 29 contains 38861 members 
Mstep: Class 30 contains 223988 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37645 members 
Mstep: Class 33 contains 12985 members 
Mstep: Class 34 contains 8411 members 
Mstep: Class 35 contains 58428 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985120.000000 Penalty: 143991.093750
Iteration 291Q: 41 clusters Score -2.259851e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13464 members 
Mstep: Class 4 contains 41500 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 178883 members 
Mstep: Class 7 contains 35729 members 
Mstep: Class 8 contains 32083 members 
Mstep: Class 9 contains 10243 members 
Mstep: Class 10 contains 54933 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244408 members 
Mstep: Class 13 contains 22048 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139798 members 
Mstep: Class 16 contains 24052 members 
Mstep: Class 17 contains 117941 members 
Mstep: Class 18 contains 22297 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7926 members 
Mstep: Class 22 contains 168398 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 34755 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 191082 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9752 members 
Mstep: Class 29 contains 38837 members 
Mstep: Class 30 contains 223990 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37629 members 
Mstep: Class 33 contains 12979 members 
Mstep: Class 34 contains 8411 members 
Mstep: Class 35 contains 58424 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985120.000000 Penalty: 143991.093750
Iteration 292Q: 41 clusters Score -2.259851e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23403 members 
Mstep: Class 6 contains 178882 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32082 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54930 members 
Mstep: Class 11 contains 105886 members 
Mstep: Class 12 contains 244406 members 
Mstep: Class 13 contains 22048 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139902 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 117932 members 
Mstep: Class 18 contains 22295 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7926 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13414 members 
Mstep: Class 24 contains 34756 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 191023 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38817 members 
Mstep: Class 30 contains 223992 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 37618 members 
Mstep: Class 33 contains 12969 members 
Mstep: Class 34 contains 8411 members 
Mstep: Class 35 contains 58421 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984960.000000 Penalty: 143991.093750
Iteration 293Q: 41 clusters Score -2.25985e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13468 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23403 members 
Mstep: Class 6 contains 178882 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32079 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54928 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244405 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 139997 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 117925 members 
Mstep: Class 18 contains 22293 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7929 members 
Mstep: Class 22 contains 168414 members 
Mstep: Class 23 contains 13414 members 
Mstep: Class 24 contains 34755 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190954 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38802 members 
Mstep: Class 30 contains 223988 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37618 members 
Mstep: Class 33 contains 12961 members 
Mstep: Class 34 contains 8409 members 
Mstep: Class 35 contains 58416 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985024.000000 Penalty: 143991.093750
Iteration 294Q: 41 clusters Score -2.25985e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60682 members 
Mstep: Class 3 contains 13469 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23403 members 
Mstep: Class 6 contains 178883 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32075 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54923 members 
Mstep: Class 11 contains 105889 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22051 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140099 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117914 members 
Mstep: Class 18 contains 22291 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 168420 members 
Mstep: Class 23 contains 13414 members 
Mstep: Class 24 contains 34754 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190895 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38780 members 
Mstep: Class 30 contains 223985 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12954 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 58411 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985072.000000 Penalty: 143991.093750
Iteration 295Q: 41 clusters Score -2.259851e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 60681 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 41501 members 
Mstep: Class 5 contains 23403 members 
Mstep: Class 6 contains 178882 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32074 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 54917 members 
Mstep: Class 11 contains 105889 members 
Mstep: Class 12 contains 244405 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140217 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 117909 members 
Mstep: Class 18 contains 22286 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7932 members 
Mstep: Class 22 contains 168424 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 34753 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190829 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38758 members 
Mstep: Class 30 contains 223989 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37617 members 
Mstep: Class 33 contains 12946 members 
Mstep: Class 34 contains 8408 members 
Mstep: Class 35 contains 58402 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985072.000000 Penalty: 143991.093750
Iteration 296Q: 41 clusters Score -2.259851e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 60681 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 41502 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 178884 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32072 members 
Mstep: Class 9 contains 10242 members 
Mstep: Class 10 contains 54912 members 
Mstep: Class 11 contains 105886 members 
Mstep: Class 12 contains 244408 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140324 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117901 members 
Mstep: Class 18 contains 22279 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 168417 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 34752 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190781 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38736 members 
Mstep: Class 30 contains 223989 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37612 members 
Mstep: Class 33 contains 12944 members 
Mstep: Class 34 contains 8407 members 
Mstep: Class 35 contains 58395 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12051 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985040.000000 Penalty: 143991.093750
Iteration 297Q: 41 clusters Score -2.25985e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 60680 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 41507 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 178886 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32070 members 
Mstep: Class 9 contains 10244 members 
Mstep: Class 10 contains 54911 members 
Mstep: Class 11 contains 105884 members 
Mstep: Class 12 contains 244408 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140435 members 
Mstep: Class 16 contains 24054 members 
Mstep: Class 17 contains 117895 members 
Mstep: Class 18 contains 22272 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 168419 members 
Mstep: Class 23 contains 13412 members 
Mstep: Class 24 contains 34751 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190708 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38721 members 
Mstep: Class 30 contains 223985 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37609 members 
Mstep: Class 33 contains 12941 members 
Mstep: Class 34 contains 8410 members 
Mstep: Class 35 contains 58387 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12051 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984784.000000 Penalty: 143991.093750
Iteration 298Q: 41 clusters Score -2.259848e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 60679 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 41510 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178887 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32067 members 
Mstep: Class 9 contains 10246 members 
Mstep: Class 10 contains 54909 members 
Mstep: Class 11 contains 105885 members 
Mstep: Class 12 contains 244406 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140553 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117887 members 
Mstep: Class 18 contains 22275 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 168420 members 
Mstep: Class 23 contains 13412 members 
Mstep: Class 24 contains 34751 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190625 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38695 members 
Mstep: Class 30 contains 223985 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12936 members 
Mstep: Class 34 contains 8413 members 
Mstep: Class 35 contains 58376 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984992.000000 Penalty: 143991.093750
Iteration 299Q: 41 clusters Score -2.25985e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60679 members 
Mstep: Class 3 contains 13471 members 
Mstep: Class 4 contains 41511 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178887 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10247 members 
Mstep: Class 10 contains 54909 members 
Mstep: Class 11 contains 105885 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22057 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140654 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117882 members 
Mstep: Class 18 contains 22267 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7934 members 
Mstep: Class 22 contains 168419 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 34751 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190559 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9753 members 
Mstep: Class 29 contains 38682 members 
Mstep: Class 30 contains 223981 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37619 members 
Mstep: Class 33 contains 12935 members 
Mstep: Class 34 contains 8414 members 
Mstep: Class 35 contains 58369 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12050 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985248.000000 Penalty: 143991.093750
Iteration 300F: 41 clusters Score -2.259852e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 60678 members 
Mstep: Class 3 contains 13475 members 
Mstep: Class 4 contains 41512 members 
Mstep: Class 5 contains 23407 members 
Mstep: Class 6 contains 178888 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32061 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 10 contains 54905 members 
Mstep: Class 11 contains 105886 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140764 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117881 members 
Mstep: Class 18 contains 22265 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 168419 members 
Mstep: Class 23 contains 13415 members 
Mstep: Class 24 contains 34751 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190476 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9752 members 
Mstep: Class 29 contains 38674 members 
Mstep: Class 30 contains 223979 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12932 members 
Mstep: Class 34 contains 8412 members 
Mstep: Class 35 contains 58361 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12049 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985152.000000 Penalty: 143991.093750
Iteration 301Q: 41 clusters Score -2.259852e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 60678 members 
Mstep: Class 3 contains 13476 members 
Mstep: Class 4 contains 41511 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178889 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32062 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 10 contains 54902 members 
Mstep: Class 11 contains 105888 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140874 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117878 members 
Mstep: Class 18 contains 22260 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 168417 members 
Mstep: Class 23 contains 13416 members 
Mstep: Class 24 contains 34751 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190404 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38664 members 
Mstep: Class 30 contains 223979 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12929 members 
Mstep: Class 34 contains 8412 members 
Mstep: Class 35 contains 58354 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12048 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985328.000000 Penalty: 143991.093750
Iteration 302Q: 41 clusters Score -2.259853e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60677 members 
Mstep: Class 3 contains 13478 members 
Mstep: Class 4 contains 41511 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178889 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 10 contains 54899 members 
Mstep: Class 11 contains 105888 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 140988 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117878 members 
Mstep: Class 18 contains 22249 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 168418 members 
Mstep: Class 23 contains 13416 members 
Mstep: Class 24 contains 34750 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190336 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38655 members 
Mstep: Class 30 contains 223971 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37611 members 
Mstep: Class 33 contains 12929 members 
Mstep: Class 34 contains 8412 members 
Mstep: Class 35 contains 58346 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12047 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985040.000000 Penalty: 143991.093750
Iteration 303Q: 41 clusters Score -2.25985e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 60677 members 
Mstep: Class 3 contains 13484 members 
Mstep: Class 4 contains 41512 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178890 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10249 members 
Mstep: Class 10 contains 54893 members 
Mstep: Class 11 contains 105886 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141090 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117874 members 
Mstep: Class 18 contains 22234 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 168415 members 
Mstep: Class 23 contains 13413 members 
Mstep: Class 24 contains 34747 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190269 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38650 members 
Mstep: Class 30 contains 223970 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37614 members 
Mstep: Class 33 contains 12928 members 
Mstep: Class 34 contains 8412 members 
Mstep: Class 35 contains 58340 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12047 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984960.000000 Penalty: 143991.093750
Iteration 304Q: 41 clusters Score -2.25985e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60677 members 
Mstep: Class 3 contains 13488 members 
Mstep: Class 4 contains 41512 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178891 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10250 members 
Mstep: Class 10 contains 54886 members 
Mstep: Class 11 contains 105883 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141176 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117876 members 
Mstep: Class 18 contains 22226 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 168409 members 
Mstep: Class 23 contains 13412 members 
Mstep: Class 24 contains 34744 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190210 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38645 members 
Mstep: Class 30 contains 223975 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37619 members 
Mstep: Class 33 contains 12924 members 
Mstep: Class 34 contains 8412 members 
Mstep: Class 35 contains 58336 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12047 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985040.000000 Penalty: 143991.093750
Iteration 305Q: 41 clusters Score -2.25985e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60677 members 
Mstep: Class 3 contains 13494 members 
Mstep: Class 4 contains 41514 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178890 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 10 contains 54881 members 
Mstep: Class 11 contains 105882 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141268 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117873 members 
Mstep: Class 18 contains 22221 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 168400 members 
Mstep: Class 23 contains 13411 members 
Mstep: Class 24 contains 34742 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190146 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38636 members 
Mstep: Class 30 contains 223973 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37625 members 
Mstep: Class 33 contains 12921 members 
Mstep: Class 34 contains 8413 members 
Mstep: Class 35 contains 58330 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12047 members 
Mstep: Class 39 contains 1388 members 
Mstep: Class 40 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984976.000000 Penalty: 143991.093750
Iteration 306Q: 41 clusters Score -2.25985e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60677 members 
Mstep: Class 3 contains 13497 members 
Mstep: Class 4 contains 41516 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178891 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32055 members 
Mstep: Class 9 contains 10250 members 
Mstep: Class 10 contains 54877 members 
Mstep: Class 11 contains 105882 members 
Mstep: Class 12 contains 244406 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141380 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117863 members 
Mstep: Class 18 contains 22216 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9262 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34740 members 
Mstep: Class 25 contains 3660 members 
Mstep: Class 26 contains 190069 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38631 members 
Mstep: Class 30 contains 223971 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37625 members 
Mstep: Class 33 contains 12919 members 
Mstep: Class 34 contains 8414 members 
Mstep: Class 35 contains 58320 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12047 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985248.000000 Penalty: 143991.093750
Iteration 307Q: 41 clusters Score -2.259852e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60676 members 
Mstep: Class 3 contains 13503 members 
Mstep: Class 4 contains 41515 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178889 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32051 members 
Mstep: Class 9 contains 10250 members 
Mstep: Class 10 contains 54870 members 
Mstep: Class 11 contains 105883 members 
Mstep: Class 12 contains 244404 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141480 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117861 members 
Mstep: Class 18 contains 22207 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9261 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3661 members 
Mstep: Class 26 contains 190000 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38624 members 
Mstep: Class 30 contains 223975 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37627 members 
Mstep: Class 33 contains 12914 members 
Mstep: Class 34 contains 8415 members 
Mstep: Class 35 contains 58314 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12047 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985264.000000 Penalty: 143991.093750
Iteration 308Q: 41 clusters Score -2.259853e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13507 members 
Mstep: Class 4 contains 41514 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 178890 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32047 members 
Mstep: Class 9 contains 10251 members 
Mstep: Class 10 contains 54869 members 
Mstep: Class 11 contains 105884 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22055 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141600 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117861 members 
Mstep: Class 18 contains 22198 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9260 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168406 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 189922 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38613 members 
Mstep: Class 30 contains 223972 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12906 members 
Mstep: Class 34 contains 8419 members 
Mstep: Class 35 contains 58302 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12047 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985312.000000 Penalty: 143991.093750
Iteration 309Q: 41 clusters Score -2.259853e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 41512 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178890 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32043 members 
Mstep: Class 9 contains 10252 members 
Mstep: Class 10 contains 54867 members 
Mstep: Class 11 contains 105882 members 
Mstep: Class 12 contains 244399 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141724 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 117858 members 
Mstep: Class 18 contains 22189 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168401 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 189847 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38602 members 
Mstep: Class 30 contains 223971 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12903 members 
Mstep: Class 34 contains 8421 members 
Mstep: Class 35 contains 58293 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12046 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985344.000000 Penalty: 143991.093750
Iteration 310Q: 41 clusters Score -2.259853e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13513 members 
Mstep: Class 4 contains 41511 members 
Mstep: Class 5 contains 23407 members 
Mstep: Class 6 contains 178892 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32041 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54864 members 
Mstep: Class 11 contains 105881 members 
Mstep: Class 12 contains 244396 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141830 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117855 members 
Mstep: Class 18 contains 22181 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168404 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 189772 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 38596 members 
Mstep: Class 30 contains 223969 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37625 members 
Mstep: Class 33 contains 12896 members 
Mstep: Class 34 contains 8422 members 
Mstep: Class 35 contains 58283 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985232.000000 Penalty: 143991.093750
Iteration 311Q: 41 clusters Score -2.259852e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13515 members 
Mstep: Class 4 contains 41512 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178893 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32043 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54865 members 
Mstep: Class 11 contains 105882 members 
Mstep: Class 12 contains 244398 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 141936 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117848 members 
Mstep: Class 18 contains 22175 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168406 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3663 members 
Mstep: Class 26 contains 189686 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9750 members 
Mstep: Class 29 contains 38588 members 
Mstep: Class 30 contains 223966 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37625 members 
Mstep: Class 33 contains 12892 members 
Mstep: Class 34 contains 8422 members 
Mstep: Class 35 contains 58279 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985472.000000 Penalty: 143991.093750
Iteration 312Q: 41 clusters Score -2.259855e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13515 members 
Mstep: Class 4 contains 41513 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178893 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32045 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54864 members 
Mstep: Class 11 contains 105884 members 
Mstep: Class 12 contains 244398 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142036 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117842 members 
Mstep: Class 18 contains 22172 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168409 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3664 members 
Mstep: Class 26 contains 189598 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38582 members 
Mstep: Class 30 contains 223964 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37633 members 
Mstep: Class 33 contains 12887 members 
Mstep: Class 34 contains 8423 members 
Mstep: Class 35 contains 58269 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12046 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985328.000000 Penalty: 143991.093750
Iteration 313Q: 41 clusters Score -2.259853e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13517 members 
Mstep: Class 4 contains 41513 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178892 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32043 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54863 members 
Mstep: Class 11 contains 105884 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142132 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117841 members 
Mstep: Class 18 contains 22162 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168411 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3667 members 
Mstep: Class 26 contains 189536 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38573 members 
Mstep: Class 30 contains 223963 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37636 members 
Mstep: Class 33 contains 12885 members 
Mstep: Class 34 contains 8422 members 
Mstep: Class 35 contains 58256 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985376.000000 Penalty: 143991.093750
Iteration 314Q: 41 clusters Score -2.259854e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41510 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178893 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32044 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54863 members 
Mstep: Class 11 contains 105886 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22054 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142222 members 
Mstep: Class 16 contains 24055 members 
Mstep: Class 17 contains 117837 members 
Mstep: Class 18 contains 22156 members 
Mstep: Class 19 contains 14417 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168414 members 
Mstep: Class 23 contains 13409 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3669 members 
Mstep: Class 26 contains 189472 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38562 members 
Mstep: Class 30 contains 223962 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37641 members 
Mstep: Class 33 contains 12880 members 
Mstep: Class 34 contains 8422 members 
Mstep: Class 35 contains 58251 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985472.000000 Penalty: 143991.093750
Iteration 315Q: 41 clusters Score -2.259855e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41511 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178893 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32047 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54863 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142295 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 117830 members 
Mstep: Class 18 contains 22150 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168416 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189418 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38551 members 
Mstep: Class 30 contains 223965 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37646 members 
Mstep: Class 33 contains 12879 members 
Mstep: Class 34 contains 8424 members 
Mstep: Class 35 contains 58247 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985376.000000 Penalty: 143991.093750
Iteration 316Q: 41 clusters Score -2.259854e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13520 members 
Mstep: Class 4 contains 41509 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178895 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32042 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54864 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142366 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 117827 members 
Mstep: Class 18 contains 22144 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168419 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189372 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38545 members 
Mstep: Class 30 contains 223959 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37649 members 
Mstep: Class 33 contains 12879 members 
Mstep: Class 34 contains 8424 members 
Mstep: Class 35 contains 58243 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985280.000000 Penalty: 143991.093750
Iteration 317Q: 41 clusters Score -2.259853e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13520 members 
Mstep: Class 4 contains 41508 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178895 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32041 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54863 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244396 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142450 members 
Mstep: Class 16 contains 24056 members 
Mstep: Class 17 contains 117826 members 
Mstep: Class 18 contains 22136 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 168416 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189316 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38536 members 
Mstep: Class 30 contains 223960 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37653 members 
Mstep: Class 33 contains 12878 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58234 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985280.000000 Penalty: 143991.093750
Iteration 318Q: 41 clusters Score -2.259853e+08 nChanged 116
Entering ConstructFrom: 
Score: -225985280.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Entering Unmasked Estep 
Score: -1825409.500000 Penalty: 2401.977539
	Iteration 0F: 2 clusters Score -1825410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1814036.625000 Penalty: 4803.955078
	Iteration 0F: 3 clusters Score -1814037 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1817765.625000 Penalty: 4803.955078
	Iteration 1F: 3 clusters Score -1817766 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1818202.250000 Penalty: 4803.955078
	Iteration 2F: 3 clusters Score -1818202 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1818575.000000 Penalty: 4803.955078
	Iteration 3F: 3 clusters Score -1818575 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1819019.125000 Penalty: 4803.955078
	Iteration 4F: 3 clusters Score -1819019 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1819572.000000 Penalty: 4803.955078
	Iteration 5F: 3 clusters Score -1819572 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1820151.875000 Penalty: 4803.955078
	Iteration 6F: 3 clusters Score -1820152 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1820703.500000 Penalty: 4803.955078
	Iteration 7F: 3 clusters Score -1820704 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1821251.750000 Penalty: 4803.955078
	Iteration 8F: 3 clusters Score -1821252 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1821768.125000 Penalty: 4803.955078
	Iteration 9Q: 3 clusters Score -1821768 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1822183.000000 Penalty: 4803.955078
	Iteration 10Q: 3 clusters Score -1822183 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1822516.500000 Penalty: 4803.955078
	Iteration 11Q: 3 clusters Score -1822516 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1822806.875000 Penalty: 4803.955078
	Iteration 12Q: 3 clusters Score -1822807 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1823037.625000 Penalty: 4803.955078
	Iteration 13Q: 3 clusters Score -1823038 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1823204.500000 Penalty: 4803.955078
	Iteration 14Q: 3 clusters Score -1823204 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1823338.875000 Penalty: 4803.955078
	Iteration 15Q: 3 clusters Score -1823339 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -1823436.125000 Penalty: 4803.955078
	Iteration 16Q: 3 clusters Score -1823436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1823511.250000 Penalty: 4803.955078
	Iteration 17Q: 3 clusters Score -1823511 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -1823568.250000 Penalty: 4803.955078
	Iteration 18Q: 3 clusters Score -1823568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1823613.625000 Penalty: 4803.955078
	Iteration 19Q: 3 clusters Score -1823614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1823633.000000 Penalty: 4803.955078
	Iteration 20F: 3 clusters Score -1823633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -1823664.500000 Penalty: 4803.955078
	Iteration 21Q: 3 clusters Score -1823664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1823682.875000 Penalty: 4803.955078
	Iteration 22Q: 3 clusters Score -1823683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1823701.000000 Penalty: 4803.955078
	Iteration 23Q: 3 clusters Score -1823701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1823717.500000 Penalty: 4803.955078
	Iteration 24Q: 3 clusters Score -1823718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1823740.500000 Penalty: 4803.955078
	Iteration 25Q: 3 clusters Score -1823740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1823764.500000 Penalty: 4803.955078
	Iteration 26Q: 3 clusters Score -1823764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1823772.750000 Penalty: 4803.955078
	Iteration 27Q: 3 clusters Score -1823773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1823786.000000 Penalty: 4803.955078
	Iteration 28Q: 3 clusters Score -1823786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1823797.000000 Penalty: 4803.955078
	Iteration 29Q: 3 clusters Score -1823797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1823811.000000 Penalty: 4803.955078
	Iteration 30Q: 3 clusters Score -1823811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1823819.500000 Penalty: 4803.955078
	Iteration 31Q: 3 clusters Score -1823820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1823833.375000 Penalty: 4803.955078
	Iteration 32Q: 3 clusters Score -1823833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -1823840.000000 Penalty: 4803.955078
	Iteration 33Q: 3 clusters Score -1823840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1823846.000000 Penalty: 4803.955078
	Iteration 34Q: 3 clusters Score -1823846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1823845.875000 Penalty: 4803.955078
	Iteration 35Q: 3 clusters Score -1823846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1823852.375000 Penalty: 4803.955078
	Iteration 36Q: 3 clusters Score -1823852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1823853.250000 Penalty: 4803.955078
	Iteration 37Q: 3 clusters Score -1823853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1823854.875000 Penalty: 4803.955078
	Iteration 38Q: 3 clusters Score -1823855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1823854.375000 Penalty: 4803.955078
	Iteration 39Q: 3 clusters Score -1823854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1823859.250000 Penalty: 4803.955078
	Iteration 40F: 3 clusters Score -1823859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1823862.375000 Penalty: 4803.955078
	Iteration 41Q: 3 clusters Score -1823862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1823866.375000 Penalty: 4803.955078
	Iteration 42Q: 3 clusters Score -1823866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1823868.750000 Penalty: 4803.955078
	Iteration 43Q: 3 clusters Score -1823869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1823870.625000 Penalty: 4803.955078
	Iteration 44Q: 3 clusters Score -1823871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1823872.625000 Penalty: 4803.955078
	Iteration 45Q: 3 clusters Score -1823873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1823869.125000 Penalty: 4803.955078
	Iteration 46Q: 3 clusters Score -1823869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1823874.000000 Penalty: 4803.955078
	Iteration 47Q: 3 clusters Score -1823874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1823876.000000 Penalty: 4803.955078
	Iteration 48Q: 3 clusters Score -1823876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1823876.000000 Penalty: 4803.955078
	Iteration 49F: 3 clusters Score -1823876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Entering Unmasked Estep 
Score: -7036282.500000 Penalty: 2731.287109
	Iteration 0F: 2 clusters Score -7036282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -6995473.000000 Penalty: 5462.574219
	Iteration 0F: 3 clusters Score -6995473 nChanged 28187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -7011440.500000 Penalty: 5462.574219
	Iteration 1F: 3 clusters Score -7011440 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7012261.000000 Penalty: 5462.574219
	Iteration 2Q: 3 clusters Score -7012261 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -7013457.500000 Penalty: 5462.574219
	Iteration 3Q: 3 clusters Score -7013458 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -7015308.000000 Penalty: 5462.574219
	Iteration 4F: 3 clusters Score -7015308 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -7018246.500000 Penalty: 5462.574219
	Iteration 5F: 3 clusters Score -7018246 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -7022084.000000 Penalty: 5462.574219
	Iteration 6F: 3 clusters Score -7022084 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -7026087.000000 Penalty: 5462.574219
	Iteration 7F: 3 clusters Score -7026087 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -7029264.500000 Penalty: 5462.574219
	Iteration 8F: 3 clusters Score -7029264 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -7031296.500000 Penalty: 5462.574219
	Iteration 9Q: 3 clusters Score -7031296 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7032456.000000 Penalty: 5462.574219
	Iteration 10Q: 3 clusters Score -7032456 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7033142.500000 Penalty: 5462.574219
	Iteration 11Q: 3 clusters Score -7033142 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7033601.500000 Penalty: 5462.574219
	Iteration 12Q: 3 clusters Score -7033602 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7033838.500000 Penalty: 5462.574219
	Iteration 13Q: 3 clusters Score -7033838 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7034001.500000 Penalty: 5462.574219
	Iteration 14Q: 3 clusters Score -7034002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7034101.500000 Penalty: 5462.574219
	Iteration 15Q: 3 clusters Score -7034102 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -7034194.000000 Penalty: 5462.574219
	Iteration 16Q: 3 clusters Score -7034194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7034275.000000 Penalty: 5462.574219
	Iteration 17Q: 3 clusters Score -7034275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7034289.000000 Penalty: 5462.574219
	Iteration 18Q: 3 clusters Score -7034289 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7034305.000000 Penalty: 5462.574219
	Iteration 19Q: 3 clusters Score -7034305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59519 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7034320.000000 Penalty: 5462.574219
	Iteration 20F: 3 clusters Score -7034320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7034332.000000 Penalty: 5462.574219
	Iteration 21Q: 3 clusters Score -7034332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7034356.000000 Penalty: 5462.574219
	Iteration 22Q: 3 clusters Score -7034356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7034341.000000 Penalty: 5462.574219
	Iteration 23Q: 3 clusters Score -7034341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7034363.500000 Penalty: 5462.574219
	Iteration 24Q: 3 clusters Score -7034364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7034378.500000 Penalty: 5462.574219
	Iteration 25Q: 3 clusters Score -7034378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7034383.000000 Penalty: 5462.574219
	Iteration 26Q: 3 clusters Score -7034383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7034371.500000 Penalty: 5462.574219
	Iteration 27Q: 3 clusters Score -7034372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7034382.000000 Penalty: 5462.574219
	Iteration 28Q: 3 clusters Score -7034382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7034393.000000 Penalty: 5462.574219
	Iteration 29Q: 3 clusters Score -7034393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7034390.500000 Penalty: 5462.574219
	Iteration 30Q: 3 clusters Score -7034390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7034391.500000 Penalty: 5462.574219
	Iteration 31Q: 3 clusters Score -7034392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7034389.500000 Penalty: 5462.574219
	Iteration 32Q: 3 clusters Score -7034390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7034397.000000 Penalty: 5462.574219
	Iteration 33Q: 3 clusters Score -7034397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7034399.500000 Penalty: 5462.574219
	Iteration 34Q: 3 clusters Score -7034400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7034406.000000 Penalty: 5462.574219
	Iteration 35Q: 3 clusters Score -7034406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7034400.000000 Penalty: 5462.574219
	Iteration 36Q: 3 clusters Score -7034400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7034400.500000 Penalty: 5462.574219
	Iteration 37Q: 3 clusters Score -7034400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7034400.500000 Penalty: 5462.574219
	Iteration 38F: 3 clusters Score -7034400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Entering Unmasked Estep 
Score: -1432492.625000 Penalty: 2358.939209
	Iteration 0F: 2 clusters Score -1432493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1422618.125000 Penalty: 4717.878418
	Iteration 0F: 3 clusters Score -1422618 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1425743.875000 Penalty: 4717.878418
	Iteration 1F: 3 clusters Score -1425744 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1426171.500000 Penalty: 4717.878418
	Iteration 2F: 3 clusters Score -1426172 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1426566.000000 Penalty: 4717.878418
	Iteration 3F: 3 clusters Score -1426566 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1426961.500000 Penalty: 4717.878418
	Iteration 4F: 3 clusters Score -1426962 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1427367.375000 Penalty: 4717.878418
	Iteration 5F: 3 clusters Score -1427367 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1427807.125000 Penalty: 4717.878418
	Iteration 6F: 3 clusters Score -1427807 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1428232.625000 Penalty: 4717.878418
	Iteration 7F: 3 clusters Score -1428233 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1428629.250000 Penalty: 4717.878418
	Iteration 8Q: 3 clusters Score -1428629 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1429054.875000 Penalty: 4717.878418
	Iteration 9Q: 3 clusters Score -1429055 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1429455.125000 Penalty: 4717.878418
	Iteration 10Q: 3 clusters Score -1429455 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1429815.250000 Penalty: 4717.878418
	Iteration 11Q: 3 clusters Score -1429815 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1430104.125000 Penalty: 4717.878418
	Iteration 12Q: 3 clusters Score -1430104 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1430371.375000 Penalty: 4717.878418
	Iteration 13Q: 3 clusters Score -1430371 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1430579.500000 Penalty: 4717.878418
	Iteration 14Q: 3 clusters Score -1430580 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1430759.500000 Penalty: 4717.878418
	Iteration 15Q: 3 clusters Score -1430760 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1430905.000000 Penalty: 4717.878418
	Iteration 16Q: 3 clusters Score -1430905 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1430996.875000 Penalty: 4717.878418
	Iteration 17Q: 3 clusters Score -1430997 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -1431068.875000 Penalty: 4717.878418
	Iteration 18Q: 3 clusters Score -1431069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1431121.375000 Penalty: 4717.878418
	Iteration 19Q: 3 clusters Score -1431121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1431149.000000 Penalty: 4717.878418
	Iteration 20F: 3 clusters Score -1431149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1431181.125000 Penalty: 4717.878418
	Iteration 21Q: 3 clusters Score -1431181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1431192.000000 Penalty: 4717.878418
	Iteration 22Q: 3 clusters Score -1431192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1431199.750000 Penalty: 4717.878418
	Iteration 23Q: 3 clusters Score -1431200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1431201.750000 Penalty: 4717.878418
	Iteration 24Q: 3 clusters Score -1431202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1431205.250000 Penalty: 4717.878418
	Iteration 25Q: 3 clusters Score -1431205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1431209.875000 Penalty: 4717.878418
	Iteration 26Q: 3 clusters Score -1431210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1431208.625000 Penalty: 4717.878418
	Iteration 27Q: 3 clusters Score -1431209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1431210.000000 Penalty: 4717.878418
	Iteration 28Q: 3 clusters Score -1431210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1431212.250000 Penalty: 4717.878418
	Iteration 29Q: 3 clusters Score -1431212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1431210.625000 Penalty: 4717.878418
	Iteration 30Q: 3 clusters Score -1431211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1431210.625000 Penalty: 4717.878418
	Iteration 31F: 3 clusters Score -1431211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Entering Unmasked Estep 
Score: -4805509.000000 Penalty: 2637.137207
	Iteration 0F: 2 clusters Score -4805509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -4777318.000000 Penalty: 5274.274414
	Iteration 0F: 3 clusters Score -4777318 nChanged 18984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -4788390.000000 Penalty: 5274.274414
	Iteration 1F: 3 clusters Score -4788390 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4789498.500000 Penalty: 5274.274414
	Iteration 2F: 3 clusters Score -4789498 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4790927.500000 Penalty: 5274.274414
	Iteration 3F: 3 clusters Score -4790928 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4792647.000000 Penalty: 5274.274414
	Iteration 4F: 3 clusters Score -4792647 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -4794400.500000 Penalty: 5274.274414
	Iteration 5F: 3 clusters Score -4794400 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4795893.000000 Penalty: 5274.274414
	Iteration 6F: 3 clusters Score -4795893 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -4797099.500000 Penalty: 5274.274414
	Iteration 7F: 3 clusters Score -4797100 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4798116.000000 Penalty: 5274.274414
	Iteration 8Q: 3 clusters Score -4798116 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4799071.500000 Penalty: 5274.274414
	Iteration 9Q: 3 clusters Score -4799072 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4799966.000000 Penalty: 5274.274414
	Iteration 10Q: 3 clusters Score -4799966 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4800757.500000 Penalty: 5274.274414
	Iteration 11Q: 3 clusters Score -4800758 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4801453.500000 Penalty: 5274.274414
	Iteration 12Q: 3 clusters Score -4801454 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4802032.000000 Penalty: 5274.274414
	Iteration 13Q: 3 clusters Score -4802032 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4802490.000000 Penalty: 5274.274414
	Iteration 14Q: 3 clusters Score -4802490 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4802800.500000 Penalty: 5274.274414
	Iteration 15Q: 3 clusters Score -4802800 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4802992.500000 Penalty: 5274.274414
	Iteration 16Q: 3 clusters Score -4802992 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4803112.500000 Penalty: 5274.274414
	Iteration 17Q: 3 clusters Score -4803112 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4803235.000000 Penalty: 5274.274414
	Iteration 18Q: 3 clusters Score -4803235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4803309.000000 Penalty: 5274.274414
	Iteration 19Q: 3 clusters Score -4803309 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4803338.500000 Penalty: 5274.274414
	Iteration 20F: 3 clusters Score -4803338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4803351.000000 Penalty: 5274.274414
	Iteration 21Q: 3 clusters Score -4803351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4803364.000000 Penalty: 5274.274414
	Iteration 22Q: 3 clusters Score -4803364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4803386.000000 Penalty: 5274.274414
	Iteration 23Q: 3 clusters Score -4803386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4803395.000000 Penalty: 5274.274414
	Iteration 24Q: 3 clusters Score -4803395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4803407.500000 Penalty: 5274.274414
	Iteration 25Q: 3 clusters Score -4803408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4803405.500000 Penalty: 5274.274414
	Iteration 26Q: 3 clusters Score -4803406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4803416.000000 Penalty: 5274.274414
	Iteration 27Q: 3 clusters Score -4803416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4803417.500000 Penalty: 5274.274414
	Iteration 28Q: 3 clusters Score -4803418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4803425.500000 Penalty: 5274.274414
	Iteration 29Q: 3 clusters Score -4803426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4803433.000000 Penalty: 5274.274414
	Iteration 30Q: 3 clusters Score -4803433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4803427.500000 Penalty: 5274.274414
	Iteration 31Q: 3 clusters Score -4803428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4803427.500000 Penalty: 5274.274414
	Iteration 32Q: 3 clusters Score -4803428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4803426.000000 Penalty: 5274.274414
	Iteration 33Q: 3 clusters Score -4803426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4803430.500000 Penalty: 5274.274414
	Iteration 34Q: 3 clusters Score -4803430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4803426.000000 Penalty: 5274.274414
	Iteration 35Q: 3 clusters Score -4803426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4803434.000000 Penalty: 5274.274414
	Iteration 36Q: 3 clusters Score -4803434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4803435.500000 Penalty: 5274.274414
	Iteration 37Q: 3 clusters Score -4803436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4803440.000000 Penalty: 5274.274414
	Iteration 38Q: 3 clusters Score -4803440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4803440.000000 Penalty: 5274.274414
	Iteration 39F: 3 clusters Score -4803440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Entering Unmasked Estep 
Score: -2654012.500000 Penalty: 2495.054932
	Iteration 0F: 2 clusters Score -2654012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2637700.000000 Penalty: 4990.109863
	Iteration 0F: 3 clusters Score -2637700 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2643300.250000 Penalty: 4990.109863
	Iteration 1F: 3 clusters Score -2643300 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2643751.250000 Penalty: 4990.109863
	Iteration 2F: 3 clusters Score -2643751 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2644082.500000 Penalty: 4990.109863
	Iteration 3Q: 3 clusters Score -2644082 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2644391.000000 Penalty: 4990.109863
	Iteration 4Q: 3 clusters Score -2644391 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2644648.500000 Penalty: 4990.109863
	Iteration 5Q: 3 clusters Score -2644648 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2644850.000000 Penalty: 4990.109863
	Iteration 6Q: 3 clusters Score -2644850 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2645039.750000 Penalty: 4990.109863
	Iteration 7Q: 3 clusters Score -2645040 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2645223.000000 Penalty: 4990.109863
	Iteration 8Q: 3 clusters Score -2645223 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2645449.250000 Penalty: 4990.109863
	Iteration 9Q: 3 clusters Score -2645449 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2645742.250000 Penalty: 4990.109863
	Iteration 10Q: 3 clusters Score -2645742 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2646158.000000 Penalty: 4990.109863
	Iteration 11Q: 3 clusters Score -2646158 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2646746.250000 Penalty: 4990.109863
	Iteration 12Q: 3 clusters Score -2646746 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2647523.250000 Penalty: 4990.109863
	Iteration 13F: 3 clusters Score -2647523 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2648430.000000 Penalty: 4990.109863
	Iteration 14F: 3 clusters Score -2648430 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2649297.500000 Penalty: 4990.109863
	Iteration 15Q: 3 clusters Score -2649298 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2650063.000000 Penalty: 4990.109863
	Iteration 16Q: 3 clusters Score -2650063 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2650609.500000 Penalty: 4990.109863
	Iteration 17Q: 3 clusters Score -2650610 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2650991.500000 Penalty: 4990.109863
	Iteration 18Q: 3 clusters Score -2650992 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2651266.750000 Penalty: 4990.109863
	Iteration 19Q: 3 clusters Score -2651267 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2651460.000000 Penalty: 4990.109863
	Iteration 20F: 3 clusters Score -2651460 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2651587.000000 Penalty: 4990.109863
	Iteration 21Q: 3 clusters Score -2651587 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2651668.500000 Penalty: 4990.109863
	Iteration 22Q: 3 clusters Score -2651668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2651736.250000 Penalty: 4990.109863
	Iteration 23Q: 3 clusters Score -2651736 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -2651775.000000 Penalty: 4990.109863
	Iteration 24Q: 3 clusters Score -2651775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2651796.500000 Penalty: 4990.109863
	Iteration 25Q: 3 clusters Score -2651796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2651813.000000 Penalty: 4990.109863
	Iteration 26Q: 3 clusters Score -2651813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2651830.250000 Penalty: 4990.109863
	Iteration 27Q: 3 clusters Score -2651830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2651847.250000 Penalty: 4990.109863
	Iteration 28Q: 3 clusters Score -2651847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2651875.000000 Penalty: 4990.109863
	Iteration 29Q: 3 clusters Score -2651875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2651897.000000 Penalty: 4990.109863
	Iteration 30Q: 3 clusters Score -2651897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -2651922.500000 Penalty: 4990.109863
	Iteration 31Q: 3 clusters Score -2651922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2651938.250000 Penalty: 4990.109863
	Iteration 32Q: 3 clusters Score -2651938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2651953.000000 Penalty: 4990.109863
	Iteration 33Q: 3 clusters Score -2651953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2651957.000000 Penalty: 4990.109863
	Iteration 34Q: 3 clusters Score -2651957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -2651964.750000 Penalty: 4990.109863
	Iteration 35Q: 3 clusters Score -2651965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2651971.750000 Penalty: 4990.109863
	Iteration 36Q: 3 clusters Score -2651972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2651971.250000 Penalty: 4990.109863
	Iteration 37Q: 3 clusters Score -2651971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2651982.750000 Penalty: 4990.109863
	Iteration 38Q: 3 clusters Score -2651983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2651986.000000 Penalty: 4990.109863
	Iteration 39Q: 3 clusters Score -2651986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -2651988.500000 Penalty: 4990.109863
	Iteration 40F: 3 clusters Score -2651988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -2652001.000000 Penalty: 4990.109863
	Iteration 41Q: 3 clusters Score -2652001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2652002.000000 Penalty: 4990.109863
	Iteration 42Q: 3 clusters Score -2652002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -2652003.250000 Penalty: 4990.109863
	Iteration 43Q: 3 clusters Score -2652003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2652006.750000 Penalty: 4990.109863
	Iteration 44Q: 3 clusters Score -2652007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2652012.500000 Penalty: 4990.109863
	Iteration 45Q: 3 clusters Score -2652012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2652015.000000 Penalty: 4990.109863
	Iteration 46Q: 3 clusters Score -2652015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2652025.250000 Penalty: 4990.109863
	Iteration 47Q: 3 clusters Score -2652025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2652028.750000 Penalty: 4990.109863
	Iteration 48Q: 3 clusters Score -2652029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2652030.500000 Penalty: 4990.109863
	Iteration 49Q: 3 clusters Score -2652030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2652032.000000 Penalty: 4990.109863
	Iteration 50Q: 3 clusters Score -2652032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2652031.000000 Penalty: 4990.109863
	Iteration 51Q: 3 clusters Score -2652031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2652031.000000 Penalty: 4990.109863
	Iteration 52F: 3 clusters Score -2652031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178895 members 
Entering Unmasked Estep 
Score: -21136482.000000 Penalty: 2999.449463
	Iteration 0F: 2 clusters Score -2.113648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 89539 members 
Entering Unmasked Estep 
Score: -21021292.000000 Penalty: 5998.898926
	Iteration 0F: 3 clusters Score -2.102129e+07 nChanged 85908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -21072036.000000 Penalty: 5998.898926
	Iteration 1F: 3 clusters Score -2.107204e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88488 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -21073566.000000 Penalty: 5998.898926
	Iteration 2Q: 3 clusters Score -2.107357e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -21075524.000000 Penalty: 5998.898926
	Iteration 3Q: 3 clusters Score -2.107552e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -21078088.000000 Penalty: 5998.898926
	Iteration 4Q: 3 clusters Score -2.107809e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 91545 members 
Entering Unmasked Estep 
Score: -21081378.000000 Penalty: 5998.898926
	Iteration 5Q: 3 clusters Score -2.108138e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -21085062.000000 Penalty: 5998.898926
	Iteration 6Q: 3 clusters Score -2.108506e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -21088720.000000 Penalty: 5998.898926
	Iteration 7Q: 3 clusters Score -2.108872e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -21092216.000000 Penalty: 5998.898926
	Iteration 8Q: 3 clusters Score -2.109222e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -21096234.000000 Penalty: 5998.898926
	Iteration 9Q: 3 clusters Score -2.109623e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -21101190.000000 Penalty: 5998.898926
	Iteration 10Q: 3 clusters Score -2.110119e+07 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 112572 members 
Entering Unmasked Estep 
Score: -21108472.000000 Penalty: 5998.898926
	Iteration 11F: 3 clusters Score -2.110847e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 118507 members 
Entering Unmasked Estep 
Score: -21117492.000000 Penalty: 5998.898926
	Iteration 12F: 3 clusters Score -2.111749e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 122743 members 
Entering Unmasked Estep 
Score: -21124622.000000 Penalty: 5998.898926
	Iteration 13F: 3 clusters Score -2.112462e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -21128162.000000 Penalty: 5998.898926
	Iteration 14Q: 3 clusters Score -2.112816e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -21129850.000000 Penalty: 5998.898926
	Iteration 15Q: 3 clusters Score -2.112985e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 128816 members 
Entering Unmasked Estep 
Score: -21131038.000000 Penalty: 5998.898926
	Iteration 16Q: 3 clusters Score -2.113104e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -21131910.000000 Penalty: 5998.898926
	Iteration 17Q: 3 clusters Score -2.113191e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 131212 members 
Entering Unmasked Estep 
Score: -21132400.000000 Penalty: 5998.898926
	Iteration 18Q: 3 clusters Score -2.11324e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 132196 members 
Entering Unmasked Estep 
Score: -21132698.000000 Penalty: 5998.898926
	Iteration 19Q: 3 clusters Score -2.11327e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -21132964.000000 Penalty: 5998.898926
	Iteration 20F: 3 clusters Score -2.113296e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 134091 members 
Entering Unmasked Estep 
Score: -21133200.000000 Penalty: 5998.898926
	Iteration 21Q: 3 clusters Score -2.11332e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 135005 members 
Entering Unmasked Estep 
Score: -21133256.000000 Penalty: 5998.898926
	Iteration 22Q: 3 clusters Score -2.113326e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 135909 members 
Entering Unmasked Estep 
Score: -21133372.000000 Penalty: 5998.898926
	Iteration 23Q: 3 clusters Score -2.113337e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 136777 members 
Entering Unmasked Estep 
Score: -21133500.000000 Penalty: 5998.898926
	Iteration 24Q: 3 clusters Score -2.11335e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 137654 members 
Entering Unmasked Estep 
Score: -21133654.000000 Penalty: 5998.898926
	Iteration 25Q: 3 clusters Score -2.113365e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 138518 members 
Entering Unmasked Estep 
Score: -21133750.000000 Penalty: 5998.898926
	Iteration 26Q: 3 clusters Score -2.113375e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 139391 members 
Entering Unmasked Estep 
Score: -21133882.000000 Penalty: 5998.898926
	Iteration 27Q: 3 clusters Score -2.113388e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 140216 members 
Entering Unmasked Estep 
Score: -21133988.000000 Penalty: 5998.898926
	Iteration 28Q: 3 clusters Score -2.113399e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 141047 members 
Entering Unmasked Estep 
Score: -21134122.000000 Penalty: 5998.898926
	Iteration 29Q: 3 clusters Score -2.113412e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -21134290.000000 Penalty: 5998.898926
	Iteration 30Q: 3 clusters Score -2.113429e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 142685 members 
Entering Unmasked Estep 
Score: -21134464.000000 Penalty: 5998.898926
	Iteration 31Q: 3 clusters Score -2.113446e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 143505 members 
Entering Unmasked Estep 
Score: -21134604.000000 Penalty: 5998.898926
	Iteration 32Q: 3 clusters Score -2.11346e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 144282 members 
Entering Unmasked Estep 
Score: -21134702.000000 Penalty: 5998.898926
	Iteration 33Q: 3 clusters Score -2.11347e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 145038 members 
Entering Unmasked Estep 
Score: -21134784.000000 Penalty: 5998.898926
	Iteration 34Q: 3 clusters Score -2.113478e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 145750 members 
Entering Unmasked Estep 
Score: -21134904.000000 Penalty: 5998.898926
	Iteration 35Q: 3 clusters Score -2.11349e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 146480 members 
Entering Unmasked Estep 
Score: -21135034.000000 Penalty: 5998.898926
	Iteration 36Q: 3 clusters Score -2.113503e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -21135102.000000 Penalty: 5998.898926
	Iteration 37Q: 3 clusters Score -2.11351e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 147959 members 
Entering Unmasked Estep 
Score: -21135120.000000 Penalty: 5998.898926
	Iteration 38Q: 3 clusters Score -2.113512e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 148700 members 
Entering Unmasked Estep 
Score: -21135238.000000 Penalty: 5998.898926
	Iteration 39Q: 3 clusters Score -2.113524e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 149407 members 
Entering Unmasked Estep 
Score: -21135292.000000 Penalty: 5998.898926
	Iteration 40F: 3 clusters Score -2.113529e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -21135328.000000 Penalty: 5998.898926
	Iteration 41Q: 3 clusters Score -2.113533e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -21135360.000000 Penalty: 5998.898926
	Iteration 42Q: 3 clusters Score -2.113536e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 151387 members 
Entering Unmasked Estep 
Score: -21135452.000000 Penalty: 5998.898926
	Iteration 43Q: 3 clusters Score -2.113545e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -21135562.000000 Penalty: 5998.898926
	Iteration 44Q: 3 clusters Score -2.113556e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 152629 members 
Entering Unmasked Estep 
Score: -21135620.000000 Penalty: 5998.898926
	Iteration 45Q: 3 clusters Score -2.113562e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 153230 members 
Entering Unmasked Estep 
Score: -21135632.000000 Penalty: 5998.898926
	Iteration 46Q: 3 clusters Score -2.113563e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -21135646.000000 Penalty: 5998.898926
	Iteration 47Q: 3 clusters Score -2.113565e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -21135656.000000 Penalty: 5998.898926
	Iteration 48Q: 3 clusters Score -2.113566e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 154992 members 
Entering Unmasked Estep 
Score: -21135672.000000 Penalty: 5998.898926
	Iteration 49Q: 3 clusters Score -2.113567e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -21135764.000000 Penalty: 5998.898926
	Iteration 50Q: 3 clusters Score -2.113576e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 156096 members 
Entering Unmasked Estep 
Score: -21135756.000000 Penalty: 5998.898926
	Iteration 51Q: 3 clusters Score -2.113576e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -21135708.000000 Penalty: 5998.898926
	Iteration 52Q: 3 clusters Score -2.113571e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 157110 members 
Entering Unmasked Estep 
Score: -21135680.000000 Penalty: 5998.898926
	Iteration 53Q: 3 clusters Score -2.113568e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 157598 members 
Entering Unmasked Estep 
Score: -21135722.000000 Penalty: 5998.898926
	Iteration 54Q: 3 clusters Score -2.113572e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 158080 members 
Entering Unmasked Estep 
Score: -21135736.000000 Penalty: 5998.898926
	Iteration 55Q: 3 clusters Score -2.113574e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 158559 members 
Entering Unmasked Estep 
Score: -21135746.000000 Penalty: 5998.898926
	Iteration 56Q: 3 clusters Score -2.113575e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 159003 members 
Entering Unmasked Estep 
Score: -21135804.000000 Penalty: 5998.898926
	Iteration 57Q: 3 clusters Score -2.11358e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -21135798.000000 Penalty: 5998.898926
	Iteration 58Q: 3 clusters Score -2.11358e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 159900 members 
Entering Unmasked Estep 
Score: -21135794.000000 Penalty: 5998.898926
	Iteration 59Q: 3 clusters Score -2.113579e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 160340 members 
Entering Unmasked Estep 
Score: -21135894.000000 Penalty: 5998.898926
	Iteration 60F: 3 clusters Score -2.113589e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -21135932.000000 Penalty: 5998.898926
	Iteration 61Q: 3 clusters Score -2.113593e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 161173 members 
Entering Unmasked Estep 
Score: -21135956.000000 Penalty: 5998.898926
	Iteration 62Q: 3 clusters Score -2.113596e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 161573 members 
Entering Unmasked Estep 
Score: -21136024.000000 Penalty: 5998.898926
	Iteration 63Q: 3 clusters Score -2.113602e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -21136018.000000 Penalty: 5998.898926
	Iteration 64Q: 3 clusters Score -2.113602e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -21136002.000000 Penalty: 5998.898926
	Iteration 65Q: 3 clusters Score -2.1136e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 162604 members 
Entering Unmasked Estep 
Score: -21135946.000000 Penalty: 5998.898926
	Iteration 66Q: 3 clusters Score -2.113595e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 162920 members 
Entering Unmasked Estep 
Score: -21135948.000000 Penalty: 5998.898926
	Iteration 67Q: 3 clusters Score -2.113595e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 163219 members 
Entering Unmasked Estep 
Score: -21135954.000000 Penalty: 5998.898926
	Iteration 68Q: 3 clusters Score -2.113595e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -21135970.000000 Penalty: 5998.898926
	Iteration 69Q: 3 clusters Score -2.113597e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -21135962.000000 Penalty: 5998.898926
	Iteration 70Q: 3 clusters Score -2.113596e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 164073 members 
Entering Unmasked Estep 
Score: -21135930.000000 Penalty: 5998.898926
	Iteration 71Q: 3 clusters Score -2.113593e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 164350 members 
Entering Unmasked Estep 
Score: -21135898.000000 Penalty: 5998.898926
	Iteration 72Q: 3 clusters Score -2.11359e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -21135876.000000 Penalty: 5998.898926
	Iteration 73Q: 3 clusters Score -2.113588e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 164914 members 
Entering Unmasked Estep 
Score: -21135848.000000 Penalty: 5998.898926
	Iteration 74Q: 3 clusters Score -2.113585e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 165167 members 
Entering Unmasked Estep 
Score: -21135808.000000 Penalty: 5998.898926
	Iteration 75Q: 3 clusters Score -2.113581e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -21135822.000000 Penalty: 5998.898926
	Iteration 76Q: 3 clusters Score -2.113582e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 165673 members 
Entering Unmasked Estep 
Score: -21135820.000000 Penalty: 5998.898926
	Iteration 77Q: 3 clusters Score -2.113582e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 165920 members 
Entering Unmasked Estep 
Score: -21135824.000000 Penalty: 5998.898926
	Iteration 78Q: 3 clusters Score -2.113582e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 166171 members 
Entering Unmasked Estep 
Score: -21135818.000000 Penalty: 5998.898926
	Iteration 79Q: 3 clusters Score -2.113582e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -21135828.000000 Penalty: 5998.898926
	Iteration 80F: 3 clusters Score -2.113583e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -21135822.000000 Penalty: 5998.898926
	Iteration 81Q: 3 clusters Score -2.113582e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 166832 members 
Entering Unmasked Estep 
Score: -21135820.000000 Penalty: 5998.898926
	Iteration 82Q: 3 clusters Score -2.113582e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -21135790.000000 Penalty: 5998.898926
	Iteration 83Q: 3 clusters Score -2.113579e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 167267 members 
Entering Unmasked Estep 
Score: -21135802.000000 Penalty: 5998.898926
	Iteration 84Q: 3 clusters Score -2.11358e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 167471 members 
Entering Unmasked Estep 
Score: -21135794.000000 Penalty: 5998.898926
	Iteration 85Q: 3 clusters Score -2.113579e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 167668 members 
Entering Unmasked Estep 
Score: -21135770.000000 Penalty: 5998.898926
	Iteration 86Q: 3 clusters Score -2.113577e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -21135748.000000 Penalty: 5998.898926
	Iteration 87Q: 3 clusters Score -2.113575e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -21135708.000000 Penalty: 5998.898926
	Iteration 88Q: 3 clusters Score -2.113571e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 168183 members 
Entering Unmasked Estep 
Score: -21135698.000000 Penalty: 5998.898926
	Iteration 89Q: 3 clusters Score -2.11357e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 168322 members 
Entering Unmasked Estep 
Score: -21135658.000000 Penalty: 5998.898926
	Iteration 90Q: 3 clusters Score -2.113566e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 168441 members 
Entering Unmasked Estep 
Score: -21135658.000000 Penalty: 5998.898926
	Iteration 91Q: 3 clusters Score -2.113566e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -21135674.000000 Penalty: 5998.898926
	Iteration 92Q: 3 clusters Score -2.113567e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -21135668.000000 Penalty: 5998.898926
	Iteration 93Q: 3 clusters Score -2.113567e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 168829 members 
Entering Unmasked Estep 
Score: -21135664.000000 Penalty: 5998.898926
	Iteration 94Q: 3 clusters Score -2.113566e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 168950 members 
Entering Unmasked Estep 
Score: -21135648.000000 Penalty: 5998.898926
	Iteration 95Q: 3 clusters Score -2.113565e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 169068 members 
Entering Unmasked Estep 
Score: -21135646.000000 Penalty: 5998.898926
	Iteration 96Q: 3 clusters Score -2.113565e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 169195 members 
Entering Unmasked Estep 
Score: -21135640.000000 Penalty: 5998.898926
	Iteration 97Q: 3 clusters Score -2.113564e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 169310 members 
Entering Unmasked Estep 
Score: -21135630.000000 Penalty: 5998.898926
	Iteration 98Q: 3 clusters Score -2.113563e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 169427 members 
Entering Unmasked Estep 
Score: -21135634.000000 Penalty: 5998.898926
	Iteration 99Q: 3 clusters Score -2.113563e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 169533 members 
Entering Unmasked Estep 
Score: -21135608.000000 Penalty: 5998.898926
	Iteration 100F: 3 clusters Score -2.113561e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 169627 members 
Entering Unmasked Estep 
Score: -21135624.000000 Penalty: 5998.898926
	Iteration 101Q: 3 clusters Score -2.113562e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 169730 members 
Entering Unmasked Estep 
Score: -21135620.000000 Penalty: 5998.898926
	Iteration 102Q: 3 clusters Score -2.113562e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 169841 members 
Entering Unmasked Estep 
Score: -21135626.000000 Penalty: 5998.898926
	Iteration 103Q: 3 clusters Score -2.113563e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -21135618.000000 Penalty: 5998.898926
	Iteration 104Q: 3 clusters Score -2.113562e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -21135650.000000 Penalty: 5998.898926
	Iteration 105Q: 3 clusters Score -2.113565e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 170164 members 
Entering Unmasked Estep 
Score: -21135620.000000 Penalty: 5998.898926
	Iteration 106Q: 3 clusters Score -2.113562e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 170262 members 
Entering Unmasked Estep 
Score: -21135590.000000 Penalty: 5998.898926
	Iteration 107Q: 3 clusters Score -2.113559e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -21135586.000000 Penalty: 5998.898926
	Iteration 108Q: 3 clusters Score -2.113559e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -21135572.000000 Penalty: 5998.898926
	Iteration 109Q: 3 clusters Score -2.113557e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 170507 members 
Entering Unmasked Estep 
Score: -21135586.000000 Penalty: 5998.898926
	Iteration 110Q: 3 clusters Score -2.113559e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 170605 members 
Entering Unmasked Estep 
Score: -21135594.000000 Penalty: 5998.898926
	Iteration 111Q: 3 clusters Score -2.113559e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -21135554.000000 Penalty: 5998.898926
	Iteration 112Q: 3 clusters Score -2.113555e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 170779 members 
Entering Unmasked Estep 
Score: -21135582.000000 Penalty: 5998.898926
	Iteration 113Q: 3 clusters Score -2.113558e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 170879 members 
Entering Unmasked Estep 
Score: -21135572.000000 Penalty: 5998.898926
	Iteration 114Q: 3 clusters Score -2.113557e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -21135546.000000 Penalty: 5998.898926
	Iteration 115Q: 3 clusters Score -2.113555e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 171056 members 
Entering Unmasked Estep 
Score: -21135520.000000 Penalty: 5998.898926
	Iteration 116Q: 3 clusters Score -2.113552e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 171138 members 
Entering Unmasked Estep 
Score: -21135530.000000 Penalty: 5998.898926
	Iteration 117Q: 3 clusters Score -2.113553e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 171230 members 
Entering Unmasked Estep 
Score: -21135552.000000 Penalty: 5998.898926
	Iteration 118Q: 3 clusters Score -2.113555e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 171308 members 
Entering Unmasked Estep 
Score: -21135534.000000 Penalty: 5998.898926
	Iteration 119Q: 3 clusters Score -2.113553e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 171386 members 
Entering Unmasked Estep 
Score: -21135516.000000 Penalty: 5998.898926
	Iteration 120F: 3 clusters Score -2.113552e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -21135468.000000 Penalty: 5998.898926
	Iteration 121Q: 3 clusters Score -2.113547e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -21135466.000000 Penalty: 5998.898926
	Iteration 122Q: 3 clusters Score -2.113547e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 171599 members 
Entering Unmasked Estep 
Score: -21135478.000000 Penalty: 5998.898926
	Iteration 123Q: 3 clusters Score -2.113548e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -21135518.000000 Penalty: 5998.898926
	Iteration 124Q: 3 clusters Score -2.113552e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 171710 members 
Entering Unmasked Estep 
Score: -21135532.000000 Penalty: 5998.898926
	Iteration 125Q: 3 clusters Score -2.113553e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 171764 members 
Entering Unmasked Estep 
Score: -21135484.000000 Penalty: 5998.898926
	Iteration 126Q: 3 clusters Score -2.113548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 171810 members 
Entering Unmasked Estep 
Score: -21135494.000000 Penalty: 5998.898926
	Iteration 127Q: 3 clusters Score -2.113549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 171855 members 
Entering Unmasked Estep 
Score: -21135498.000000 Penalty: 5998.898926
	Iteration 128Q: 3 clusters Score -2.11355e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 171904 members 
Entering Unmasked Estep 
Score: -21135492.000000 Penalty: 5998.898926
	Iteration 129Q: 3 clusters Score -2.113549e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 171954 members 
Entering Unmasked Estep 
Score: -21135496.000000 Penalty: 5998.898926
	Iteration 130Q: 3 clusters Score -2.11355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 172000 members 
Entering Unmasked Estep 
Score: -21135456.000000 Penalty: 5998.898926
	Iteration 131Q: 3 clusters Score -2.113546e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 172052 members 
Entering Unmasked Estep 
Score: -21135458.000000 Penalty: 5998.898926
	Iteration 132Q: 3 clusters Score -2.113546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 172103 members 
Entering Unmasked Estep 
Score: -21135470.000000 Penalty: 5998.898926
	Iteration 133Q: 3 clusters Score -2.113547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 172154 members 
Entering Unmasked Estep 
Score: -21135470.000000 Penalty: 5998.898926
	Iteration 134Q: 3 clusters Score -2.113547e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 172209 members 
Entering Unmasked Estep 
Score: -21135456.000000 Penalty: 5998.898926
	Iteration 135Q: 3 clusters Score -2.113546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 172255 members 
Entering Unmasked Estep 
Score: -21135434.000000 Penalty: 5998.898926
	Iteration 136Q: 3 clusters Score -2.113543e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 172297 members 
Entering Unmasked Estep 
Score: -21135428.000000 Penalty: 5998.898926
	Iteration 137Q: 3 clusters Score -2.113543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 172345 members 
Entering Unmasked Estep 
Score: -21135448.000000 Penalty: 5998.898926
	Iteration 138Q: 3 clusters Score -2.113545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -21135442.000000 Penalty: 5998.898926
	Iteration 139Q: 3 clusters Score -2.113544e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 172424 members 
Entering Unmasked Estep 
Score: -21135424.000000 Penalty: 5998.898926
	Iteration 140F: 3 clusters Score -2.113542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -21135400.000000 Penalty: 5998.898926
	Iteration 141Q: 3 clusters Score -2.11354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 172497 members 
Entering Unmasked Estep 
Score: -21135386.000000 Penalty: 5998.898926
	Iteration 142Q: 3 clusters Score -2.113539e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 172517 members 
Entering Unmasked Estep 
Score: -21135404.000000 Penalty: 5998.898926
	Iteration 143Q: 3 clusters Score -2.11354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 172540 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5998.898926
	Iteration 144Q: 3 clusters Score -2.113541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -21135442.000000 Penalty: 5998.898926
	Iteration 145Q: 3 clusters Score -2.113544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5998.898926
	Iteration 146Q: 3 clusters Score -2.113541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 172594 members 
Entering Unmasked Estep 
Score: -21135406.000000 Penalty: 5998.898926
	Iteration 147Q: 3 clusters Score -2.113541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -21135402.000000 Penalty: 5998.898926
	Iteration 148Q: 3 clusters Score -2.11354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 172639 members 
Entering Unmasked Estep 
Score: -21135410.000000 Penalty: 5998.898926
	Iteration 149Q: 3 clusters Score -2.113541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 172660 members 
Entering Unmasked Estep 
Score: -21135418.000000 Penalty: 5998.898926
	Iteration 150Q: 3 clusters Score -2.113542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 172674 members 
Entering Unmasked Estep 
Score: -21135400.000000 Penalty: 5998.898926
	Iteration 151Q: 3 clusters Score -2.11354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 172686 members 
Entering Unmasked Estep 
Score: -21135416.000000 Penalty: 5998.898926
	Iteration 152Q: 3 clusters Score -2.113542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 172695 members 
Entering Unmasked Estep 
Score: -21135414.000000 Penalty: 5998.898926
	Iteration 153Q: 3 clusters Score -2.113541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 172705 members 
Entering Unmasked Estep 
Score: -21135428.000000 Penalty: 5998.898926
	Iteration 154Q: 3 clusters Score -2.113543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -21135430.000000 Penalty: 5998.898926
	Iteration 155Q: 3 clusters Score -2.113543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -21135440.000000 Penalty: 5998.898926
	Iteration 156Q: 3 clusters Score -2.113544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 172732 members 
Entering Unmasked Estep 
Score: -21135430.000000 Penalty: 5998.898926
	Iteration 157Q: 3 clusters Score -2.113543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 172747 members 
Entering Unmasked Estep 
Score: -21135432.000000 Penalty: 5998.898926
	Iteration 158Q: 3 clusters Score -2.113543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 172767 members 
Entering Unmasked Estep 
Score: -21135444.000000 Penalty: 5998.898926
	Iteration 159Q: 3 clusters Score -2.113544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 172779 members 
Entering Unmasked Estep 
Score: -21135448.000000 Penalty: 5998.898926
	Iteration 160F: 3 clusters Score -2.113545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 172793 members 
Entering Unmasked Estep 
Score: -21135446.000000 Penalty: 5998.898926
	Iteration 161Q: 3 clusters Score -2.113545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 172805 members 
Entering Unmasked Estep 
Score: -21135438.000000 Penalty: 5998.898926
	Iteration 162Q: 3 clusters Score -2.113544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 172817 members 
Entering Unmasked Estep 
Score: -21135430.000000 Penalty: 5998.898926
	Iteration 163Q: 3 clusters Score -2.113543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 172827 members 
Entering Unmasked Estep 
Score: -21135408.000000 Penalty: 5998.898926
	Iteration 164Q: 3 clusters Score -2.113541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 172836 members 
Entering Unmasked Estep 
Score: -21135418.000000 Penalty: 5998.898926
	Iteration 165Q: 3 clusters Score -2.113542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -21135384.000000 Penalty: 5998.898926
	Iteration 166Q: 3 clusters Score -2.113538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -21135382.000000 Penalty: 5998.898926
	Iteration 167Q: 3 clusters Score -2.113538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 172857 members 
Entering Unmasked Estep 
Score: -21135390.000000 Penalty: 5998.898926
	Iteration 168Q: 3 clusters Score -2.113539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -21135390.000000 Penalty: 5998.898926
	Iteration 169Q: 3 clusters Score -2.113539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 172864 members 
Entering Unmasked Estep 
Score: -21135386.000000 Penalty: 5998.898926
	Iteration 170Q: 3 clusters Score -2.113539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 172865 members 
Entering Unmasked Estep 
Score: -21135388.000000 Penalty: 5998.898926
	Iteration 171Q: 3 clusters Score -2.113539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 172866 members 
Entering Unmasked Estep 
Score: -21135390.000000 Penalty: 5998.898926
	Iteration 172Q: 3 clusters Score -2.113539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -21135402.000000 Penalty: 5998.898926
	Iteration 173Q: 3 clusters Score -2.11354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 172867 members 
Entering Unmasked Estep 
Score: -21135402.000000 Penalty: 5998.898926
	Iteration 174F: 3 clusters Score -2.11354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Entering Unmasked Estep 
Score: -4172691.000000 Penalty: 2599.982910
	Iteration 0F: 2 clusters Score -4172691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4148340.500000 Penalty: 5199.965820
	Iteration 0F: 3 clusters Score -4148340 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -4157168.000000 Penalty: 5199.965820
	Iteration 1F: 3 clusters Score -4157168 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -4157745.500000 Penalty: 5199.965820
	Iteration 2Q: 3 clusters Score -4157746 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -4158331.250000 Penalty: 5199.965820
	Iteration 3Q: 3 clusters Score -4158331 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -4159011.000000 Penalty: 5199.965820
	Iteration 4Q: 3 clusters Score -4159011 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4160061.250000 Penalty: 5199.965820
	Iteration 5F: 3 clusters Score -4160061 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4161758.750000 Penalty: 5199.965820
	Iteration 6F: 3 clusters Score -4161759 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4164057.000000 Penalty: 5199.965820
	Iteration 7F: 3 clusters Score -4164057 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4166494.000000 Penalty: 5199.965820
	Iteration 8F: 3 clusters Score -4166494 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -4168321.750000 Penalty: 5199.965820
	Iteration 9F: 3 clusters Score -4168322 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4169423.000000 Penalty: 5199.965820
	Iteration 10Q: 3 clusters Score -4169423 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4169959.000000 Penalty: 5199.965820
	Iteration 11Q: 3 clusters Score -4169959 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -4170227.500000 Penalty: 5199.965820
	Iteration 12Q: 3 clusters Score -4170228 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -4170364.250000 Penalty: 5199.965820
	Iteration 13Q: 3 clusters Score -4170364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -4170454.500000 Penalty: 5199.965820
	Iteration 14Q: 3 clusters Score -4170454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4170503.500000 Penalty: 5199.965820
	Iteration 15Q: 3 clusters Score -4170504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -4170516.500000 Penalty: 5199.965820
	Iteration 16Q: 3 clusters Score -4170516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -4170542.000000 Penalty: 5199.965820
	Iteration 17Q: 3 clusters Score -4170542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -4170545.000000 Penalty: 5199.965820
	Iteration 18Q: 3 clusters Score -4170545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4170550.000000 Penalty: 5199.965820
	Iteration 19Q: 3 clusters Score -4170550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4170565.000000 Penalty: 5199.965820
	Iteration 20F: 3 clusters Score -4170565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4170581.000000 Penalty: 5199.965820
	Iteration 21Q: 3 clusters Score -4170581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4170588.500000 Penalty: 5199.965820
	Iteration 22Q: 3 clusters Score -4170588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4170586.250000 Penalty: 5199.965820
	Iteration 23Q: 3 clusters Score -4170586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4170595.750000 Penalty: 5199.965820
	Iteration 24Q: 3 clusters Score -4170596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4170595.750000 Penalty: 5199.965820
	Iteration 25Q: 3 clusters Score -4170596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -4170596.000000 Penalty: 5199.965820
	Iteration 26Q: 3 clusters Score -4170596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4170597.000000 Penalty: 5199.965820
	Iteration 27Q: 3 clusters Score -4170597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4170596.250000 Penalty: 5199.965820
	Iteration 28Q: 3 clusters Score -4170596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4170594.250000 Penalty: 5199.965820
	Iteration 29Q: 3 clusters Score -4170594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4170597.250000 Penalty: 5199.965820
	Iteration 30Q: 3 clusters Score -4170597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -4170596.500000 Penalty: 5199.965820
	Iteration 31Q: 3 clusters Score -4170596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4170602.000000 Penalty: 5199.965820
	Iteration 32Q: 3 clusters Score -4170602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -4170602.500000 Penalty: 5199.965820
	Iteration 33Q: 3 clusters Score -4170602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4170603.250000 Penalty: 5199.965820
	Iteration 34Q: 3 clusters Score -4170603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4170603.250000 Penalty: 5199.965820
	Iteration 35F: 3 clusters Score -4170603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Entering Unmasked Estep 
Score: -3783146.500000 Penalty: 2572.920166
	Iteration 0F: 2 clusters Score -3783146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3761255.000000 Penalty: 5145.840332
	Iteration 0F: 3 clusters Score -3761255 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3769785.750000 Penalty: 5145.840332
	Iteration 1F: 3 clusters Score -3769786 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3771038.250000 Penalty: 5145.840332
	Iteration 2F: 3 clusters Score -3771038 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3772656.500000 Penalty: 5145.840332
	Iteration 3F: 3 clusters Score -3772656 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3774568.000000 Penalty: 5145.840332
	Iteration 4F: 3 clusters Score -3774568 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3776502.250000 Penalty: 5145.840332
	Iteration 5F: 3 clusters Score -3776502 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -3778262.000000 Penalty: 5145.840332
	Iteration 6F: 3 clusters Score -3778262 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3779666.000000 Penalty: 5145.840332
	Iteration 7F: 3 clusters Score -3779666 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3780509.750000 Penalty: 5145.840332
	Iteration 8Q: 3 clusters Score -3780510 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -3780942.500000 Penalty: 5145.840332
	Iteration 9Q: 3 clusters Score -3780942 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3781145.500000 Penalty: 5145.840332
	Iteration 10Q: 3 clusters Score -3781146 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3781271.000000 Penalty: 5145.840332
	Iteration 11Q: 3 clusters Score -3781271 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -3781345.000000 Penalty: 5145.840332
	Iteration 12Q: 3 clusters Score -3781345 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3781392.500000 Penalty: 5145.840332
	Iteration 13Q: 3 clusters Score -3781392 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3781438.000000 Penalty: 5145.840332
	Iteration 14Q: 3 clusters Score -3781438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3781454.500000 Penalty: 5145.840332
	Iteration 15Q: 3 clusters Score -3781454 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3781466.250000 Penalty: 5145.840332
	Iteration 16Q: 3 clusters Score -3781466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3781486.250000 Penalty: 5145.840332
	Iteration 17Q: 3 clusters Score -3781486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3781485.750000 Penalty: 5145.840332
	Iteration 18Q: 3 clusters Score -3781486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -3781496.000000 Penalty: 5145.840332
	Iteration 19Q: 3 clusters Score -3781496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3781510.000000 Penalty: 5145.840332
	Iteration 20F: 3 clusters Score -3781510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3781530.000000 Penalty: 5145.840332
	Iteration 21Q: 3 clusters Score -3781530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -3781522.500000 Penalty: 5145.840332
	Iteration 22Q: 3 clusters Score -3781522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3781523.500000 Penalty: 5145.840332
	Iteration 23Q: 3 clusters Score -3781524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3781524.250000 Penalty: 5145.840332
	Iteration 24Q: 3 clusters Score -3781524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3781540.000000 Penalty: 5145.840332
	Iteration 25Q: 3 clusters Score -3781540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3781540.500000 Penalty: 5145.840332
	Iteration 26Q: 3 clusters Score -3781540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3781539.500000 Penalty: 5145.840332
	Iteration 27Q: 3 clusters Score -3781540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3781534.500000 Penalty: 5145.840332
	Iteration 28Q: 3 clusters Score -3781534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3781534.250000 Penalty: 5145.840332
	Iteration 29Q: 3 clusters Score -3781534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3781536.500000 Penalty: 5145.840332
	Iteration 30Q: 3 clusters Score -3781536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3781536.500000 Penalty: 5145.840332
	Iteration 31Q: 3 clusters Score -3781536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3781539.250000 Penalty: 5145.840332
	Iteration 32Q: 3 clusters Score -3781539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3781547.250000 Penalty: 5145.840332
	Iteration 33Q: 3 clusters Score -3781547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3781544.750000 Penalty: 5145.840332
	Iteration 34Q: 3 clusters Score -3781545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3781545.500000 Penalty: 5145.840332
	Iteration 35Q: 3 clusters Score -3781546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3781546.500000 Penalty: 5145.840332
	Iteration 36Q: 3 clusters Score -3781546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3781548.250000 Penalty: 5145.840332
	Iteration 37Q: 3 clusters Score -3781548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3781548.250000 Penalty: 5145.840332
	Iteration 38F: 3 clusters Score -3781548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Entering Unmasked Estep 
Score: -1135144.500000 Penalty: 2290.385010
	Iteration 0F: 2 clusters Score -1135144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1127293.625000 Penalty: 4580.770020
	Iteration 0F: 3 clusters Score -1127294 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1129462.875000 Penalty: 4580.770020
	Iteration 1F: 3 clusters Score -1129463 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1129754.500000 Penalty: 4580.770020
	Iteration 2F: 3 clusters Score -1129754 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1129983.625000 Penalty: 4580.770020
	Iteration 3F: 3 clusters Score -1129984 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1130163.125000 Penalty: 4580.770020
	Iteration 4Q: 3 clusters Score -1130163 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1130334.625000 Penalty: 4580.770020
	Iteration 5Q: 3 clusters Score -1130335 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1130488.750000 Penalty: 4580.770020
	Iteration 6Q: 3 clusters Score -1130489 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1130649.250000 Penalty: 4580.770020
	Iteration 7Q: 3 clusters Score -1130649 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1130809.000000 Penalty: 4580.770020
	Iteration 8Q: 3 clusters Score -1130809 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1130958.750000 Penalty: 4580.770020
	Iteration 9Q: 3 clusters Score -1130959 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1131090.125000 Penalty: 4580.770020
	Iteration 10Q: 3 clusters Score -1131090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1131214.500000 Penalty: 4580.770020
	Iteration 11Q: 3 clusters Score -1131214 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1131335.125000 Penalty: 4580.770020
	Iteration 12Q: 3 clusters Score -1131335 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1131447.500000 Penalty: 4580.770020
	Iteration 13Q: 3 clusters Score -1131448 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1131565.500000 Penalty: 4580.770020
	Iteration 14Q: 3 clusters Score -1131566 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1131691.625000 Penalty: 4580.770020
	Iteration 15Q: 3 clusters Score -1131692 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1131813.750000 Penalty: 4580.770020
	Iteration 16Q: 3 clusters Score -1131814 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1131941.375000 Penalty: 4580.770020
	Iteration 17Q: 3 clusters Score -1131941 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1132069.125000 Penalty: 4580.770020
	Iteration 18Q: 3 clusters Score -1132069 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1132209.375000 Penalty: 4580.770020
	Iteration 19Q: 3 clusters Score -1132209 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1132312.625000 Penalty: 4580.770020
	Iteration 20F: 3 clusters Score -1132313 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1132396.500000 Penalty: 4580.770020
	Iteration 21Q: 3 clusters Score -1132396 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1132460.875000 Penalty: 4580.770020
	Iteration 22Q: 3 clusters Score -1132461 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1132509.250000 Penalty: 4580.770020
	Iteration 23Q: 3 clusters Score -1132509 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1132556.375000 Penalty: 4580.770020
	Iteration 24Q: 3 clusters Score -1132556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1132598.875000 Penalty: 4580.770020
	Iteration 25Q: 3 clusters Score -1132599 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1132638.750000 Penalty: 4580.770020
	Iteration 26Q: 3 clusters Score -1132639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1132664.250000 Penalty: 4580.770020
	Iteration 27Q: 3 clusters Score -1132664 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1132692.125000 Penalty: 4580.770020
	Iteration 28Q: 3 clusters Score -1132692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1132715.250000 Penalty: 4580.770020
	Iteration 29Q: 3 clusters Score -1132715 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1132739.250000 Penalty: 4580.770020
	Iteration 30Q: 3 clusters Score -1132739 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1132757.875000 Penalty: 4580.770020
	Iteration 31Q: 3 clusters Score -1132758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1132777.625000 Penalty: 4580.770020
	Iteration 32Q: 3 clusters Score -1132778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1132794.250000 Penalty: 4580.770020
	Iteration 33Q: 3 clusters Score -1132794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1132802.000000 Penalty: 4580.770020
	Iteration 34Q: 3 clusters Score -1132802 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1132807.750000 Penalty: 4580.770020
	Iteration 35Q: 3 clusters Score -1132808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1132820.625000 Penalty: 4580.770020
	Iteration 36Q: 3 clusters Score -1132821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1132827.375000 Penalty: 4580.770020
	Iteration 37Q: 3 clusters Score -1132827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1132838.000000 Penalty: 4580.770020
	Iteration 38Q: 3 clusters Score -1132838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1132847.875000 Penalty: 4580.770020
	Iteration 39Q: 3 clusters Score -1132848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1132855.750000 Penalty: 4580.770020
	Iteration 40F: 3 clusters Score -1132856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1132858.125000 Penalty: 4580.770020
	Iteration 41Q: 3 clusters Score -1132858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1132867.250000 Penalty: 4580.770020
	Iteration 42Q: 3 clusters Score -1132867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1132867.500000 Penalty: 4580.770020
	Iteration 43Q: 3 clusters Score -1132868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1132874.375000 Penalty: 4580.770020
	Iteration 44Q: 3 clusters Score -1132874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1132879.500000 Penalty: 4580.770020
	Iteration 45Q: 3 clusters Score -1132880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1132883.375000 Penalty: 4580.770020
	Iteration 46Q: 3 clusters Score -1132883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1132886.500000 Penalty: 4580.770020
	Iteration 47Q: 3 clusters Score -1132886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1132889.250000 Penalty: 4580.770020
	Iteration 48Q: 3 clusters Score -1132889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1132892.250000 Penalty: 4580.770020
	Iteration 49Q: 3 clusters Score -1132892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1132891.625000 Penalty: 4580.770020
	Iteration 50Q: 3 clusters Score -1132892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1132892.625000 Penalty: 4580.770020
	Iteration 51Q: 3 clusters Score -1132893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1132894.125000 Penalty: 4580.770020
	Iteration 52Q: 3 clusters Score -1132894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1132895.125000 Penalty: 4580.770020
	Iteration 53Q: 3 clusters Score -1132895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1132894.750000 Penalty: 4580.770020
	Iteration 54Q: 3 clusters Score -1132895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1132893.500000 Penalty: 4580.770020
	Iteration 55Q: 3 clusters Score -1132894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1132898.000000 Penalty: 4580.770020
	Iteration 56Q: 3 clusters Score -1132898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1132897.750000 Penalty: 4580.770020
	Iteration 57Q: 3 clusters Score -1132898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1132898.000000 Penalty: 4580.770020
	Iteration 58Q: 3 clusters Score -1132898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1132898.125000 Penalty: 4580.770020
	Iteration 59Q: 3 clusters Score -1132898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1132898.500000 Penalty: 4580.770020
	Iteration 60F: 3 clusters Score -1132898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1132897.125000 Penalty: 4580.770020
	Iteration 61Q: 3 clusters Score -1132897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1132899.750000 Penalty: 4580.770020
	Iteration 62Q: 3 clusters Score -1132900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1132900.500000 Penalty: 4580.770020
	Iteration 63Q: 3 clusters Score -1132900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1132903.125000 Penalty: 4580.770020
	Iteration 64Q: 3 clusters Score -1132903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1132902.375000 Penalty: 4580.770020
	Iteration 65Q: 3 clusters Score -1132902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1132906.625000 Penalty: 4580.770020
	Iteration 66Q: 3 clusters Score -1132907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1132906.000000 Penalty: 4580.770020
	Iteration 67Q: 3 clusters Score -1132906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1132906.875000 Penalty: 4580.770020
	Iteration 68Q: 3 clusters Score -1132907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1132903.750000 Penalty: 4580.770020
	Iteration 69Q: 3 clusters Score -1132904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1132907.250000 Penalty: 4580.770020
	Iteration 70Q: 3 clusters Score -1132907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1132905.625000 Penalty: 4580.770020
	Iteration 71Q: 3 clusters Score -1132906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1132906.125000 Penalty: 4580.770020
	Iteration 72Q: 3 clusters Score -1132906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1132907.500000 Penalty: 4580.770020
	Iteration 73Q: 3 clusters Score -1132908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1132907.125000 Penalty: 4580.770020
	Iteration 74Q: 3 clusters Score -1132907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1132907.000000 Penalty: 4580.770020
	Iteration 75Q: 3 clusters Score -1132907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1132908.625000 Penalty: 4580.770020
	Iteration 76Q: 3 clusters Score -1132909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1132910.125000 Penalty: 4580.770020
	Iteration 77Q: 3 clusters Score -1132910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1132911.375000 Penalty: 4580.770020
	Iteration 78Q: 3 clusters Score -1132911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1132910.000000 Penalty: 4580.770020
	Iteration 79Q: 3 clusters Score -1132910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1132910.125000 Penalty: 4580.770020
	Iteration 80F: 3 clusters Score -1132910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1132911.625000 Penalty: 4580.770020
	Iteration 81Q: 3 clusters Score -1132912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1132914.125000 Penalty: 4580.770020
	Iteration 82Q: 3 clusters Score -1132914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1132913.250000 Penalty: 4580.770020
	Iteration 83Q: 3 clusters Score -1132913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1132918.125000 Penalty: 4580.770020
	Iteration 84Q: 3 clusters Score -1132918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1132916.125000 Penalty: 4580.770020
	Iteration 85Q: 3 clusters Score -1132916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1132918.375000 Penalty: 4580.770020
	Iteration 86Q: 3 clusters Score -1132918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1132919.125000 Penalty: 4580.770020
	Iteration 87Q: 3 clusters Score -1132919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1132919.375000 Penalty: 4580.770020
	Iteration 88Q: 3 clusters Score -1132919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1132921.625000 Penalty: 4580.770020
	Iteration 89Q: 3 clusters Score -1132922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1132924.875000 Penalty: 4580.770020
	Iteration 90Q: 3 clusters Score -1132925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1132926.125000 Penalty: 4580.770020
	Iteration 91Q: 3 clusters Score -1132926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1132927.250000 Penalty: 4580.770020
	Iteration 92Q: 3 clusters Score -1132927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1132930.625000 Penalty: 4580.770020
	Iteration 93Q: 3 clusters Score -1132931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1132931.250000 Penalty: 4580.770020
	Iteration 94Q: 3 clusters Score -1132931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1132929.750000 Penalty: 4580.770020
	Iteration 95Q: 3 clusters Score -1132930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1132930.375000 Penalty: 4580.770020
	Iteration 96Q: 3 clusters Score -1132930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1132929.625000 Penalty: 4580.770020
	Iteration 97Q: 3 clusters Score -1132930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1132932.875000 Penalty: 4580.770020
	Iteration 98Q: 3 clusters Score -1132933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1132933.625000 Penalty: 4580.770020
	Iteration 99Q: 3 clusters Score -1132934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1132936.750000 Penalty: 4580.770020
	Iteration 100F: 3 clusters Score -1132937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1132938.875000 Penalty: 4580.770020
	Iteration 101Q: 3 clusters Score -1132939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1132940.000000 Penalty: 4580.770020
	Iteration 102Q: 3 clusters Score -1132940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1132941.125000 Penalty: 4580.770020
	Iteration 103Q: 3 clusters Score -1132941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1132943.500000 Penalty: 4580.770020
	Iteration 104Q: 3 clusters Score -1132944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1132943.000000 Penalty: 4580.770020
	Iteration 105Q: 3 clusters Score -1132943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1132941.000000 Penalty: 4580.770020
	Iteration 106Q: 3 clusters Score -1132941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1132941.625000 Penalty: 4580.770020
	Iteration 107Q: 3 clusters Score -1132942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1132941.625000 Penalty: 4580.770020
	Iteration 108F: 3 clusters Score -1132942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Entering Unmasked Estep 
Score: -6400523.000000 Penalty: 2706.305176
	Iteration 0F: 2 clusters Score -6400523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -6363489.000000 Penalty: 5412.610352
	Iteration 0F: 3 clusters Score -6363489 nChanged 25428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -6377898.500000 Penalty: 5412.610352
	Iteration 1F: 3 clusters Score -6377898 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -6378652.000000 Penalty: 5412.610352
	Iteration 2Q: 3 clusters Score -6378652 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -6379341.500000 Penalty: 5412.610352
	Iteration 3Q: 3 clusters Score -6379342 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -6380189.000000 Penalty: 5412.610352
	Iteration 4Q: 3 clusters Score -6380189 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -6381258.500000 Penalty: 5412.610352
	Iteration 5Q: 3 clusters Score -6381258 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -6382912.500000 Penalty: 5412.610352
	Iteration 6F: 3 clusters Score -6382912 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -6385503.000000 Penalty: 5412.610352
	Iteration 7F: 3 clusters Score -6385503 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -6389115.500000 Penalty: 5412.610352
	Iteration 8F: 3 clusters Score -6389116 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -6392915.500000 Penalty: 5412.610352
	Iteration 9F: 3 clusters Score -6392916 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -6395687.000000 Penalty: 5412.610352
	Iteration 10F: 3 clusters Score -6395687 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -6397061.500000 Penalty: 5412.610352
	Iteration 11Q: 3 clusters Score -6397062 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -6397673.500000 Penalty: 5412.610352
	Iteration 12Q: 3 clusters Score -6397674 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -6397926.500000 Penalty: 5412.610352
	Iteration 13Q: 3 clusters Score -6397926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -6398038.000000 Penalty: 5412.610352
	Iteration 14Q: 3 clusters Score -6398038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6398095.500000 Penalty: 5412.610352
	Iteration 15Q: 3 clusters Score -6398096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -6398125.000000 Penalty: 5412.610352
	Iteration 16Q: 3 clusters Score -6398125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -6398152.000000 Penalty: 5412.610352
	Iteration 17Q: 3 clusters Score -6398152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -6398164.500000 Penalty: 5412.610352
	Iteration 18Q: 3 clusters Score -6398164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6398168.500000 Penalty: 5412.610352
	Iteration 19Q: 3 clusters Score -6398168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -6398172.500000 Penalty: 5412.610352
	Iteration 20F: 3 clusters Score -6398172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -6398168.500000 Penalty: 5412.610352
	Iteration 21Q: 3 clusters Score -6398168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -6398171.000000 Penalty: 5412.610352
	Iteration 22Q: 3 clusters Score -6398171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -6398180.000000 Penalty: 5412.610352
	Iteration 23Q: 3 clusters Score -6398180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -6398183.500000 Penalty: 5412.610352
	Iteration 24Q: 3 clusters Score -6398184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -6398186.500000 Penalty: 5412.610352
	Iteration 25Q: 3 clusters Score -6398186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 54561 members 
Entering Unmasked Estep 
Score: -6398186.500000 Penalty: 5412.610352
	Iteration 26F: 3 clusters Score -6398186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Entering Unmasked Estep 
Score: -12044731.000000 Penalty: 2869.391602
	Iteration 0F: 2 clusters Score -1.204473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -11973972.000000 Penalty: 5738.783203
	Iteration 0F: 3 clusters Score -1.197397e+07 nChanged 50159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -12002132.000000 Penalty: 5738.783203
	Iteration 1F: 3 clusters Score -1.200213e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -12003118.000000 Penalty: 5738.783203
	Iteration 2Q: 3 clusters Score -1.200312e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -12004596.000000 Penalty: 5738.783203
	Iteration 3Q: 3 clusters Score -1.20046e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62703 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -12006463.000000 Penalty: 5738.783203
	Iteration 4Q: 3 clusters Score -1.200646e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -12009619.000000 Penalty: 5738.783203
	Iteration 5F: 3 clusters Score -1.200962e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -12014617.000000 Penalty: 5738.783203
	Iteration 6F: 3 clusters Score -1.201462e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -12021622.000000 Penalty: 5738.783203
	Iteration 7F: 3 clusters Score -1.202162e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90722 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -12029156.000000 Penalty: 5738.783203
	Iteration 8F: 3 clusters Score -1.202916e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -12035382.000000 Penalty: 5738.783203
	Iteration 9F: 3 clusters Score -1.203538e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101000 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -12039010.000000 Penalty: 5738.783203
	Iteration 10Q: 3 clusters Score -1.203901e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102954 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -12040716.000000 Penalty: 5738.783203
	Iteration 11Q: 3 clusters Score -1.204072e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -12041571.000000 Penalty: 5738.783203
	Iteration 12Q: 3 clusters Score -1.204157e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104272 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12042014.000000 Penalty: 5738.783203
	Iteration 13Q: 3 clusters Score -1.204201e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12042221.000000 Penalty: 5738.783203
	Iteration 14Q: 3 clusters Score -1.204222e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -12042365.000000 Penalty: 5738.783203
	Iteration 15Q: 3 clusters Score -1.204236e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12042452.000000 Penalty: 5738.783203
	Iteration 16Q: 3 clusters Score -1.204245e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -12042543.000000 Penalty: 5738.783203
	Iteration 17Q: 3 clusters Score -1.204254e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104525 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -12042602.000000 Penalty: 5738.783203
	Iteration 18Q: 3 clusters Score -1.20426e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12042644.000000 Penalty: 5738.783203
	Iteration 19Q: 3 clusters Score -1.204264e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -12042684.000000 Penalty: 5738.783203
	Iteration 20F: 3 clusters Score -1.204268e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12042724.000000 Penalty: 5738.783203
	Iteration 21Q: 3 clusters Score -1.204272e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -12042775.000000 Penalty: 5738.783203
	Iteration 22Q: 3 clusters Score -1.204278e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104469 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12042809.000000 Penalty: 5738.783203
	Iteration 23Q: 3 clusters Score -1.204281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104468 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12042831.000000 Penalty: 5738.783203
	Iteration 24Q: 3 clusters Score -1.204283e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -12042851.000000 Penalty: 5738.783203
	Iteration 25Q: 3 clusters Score -1.204285e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12042871.000000 Penalty: 5738.783203
	Iteration 26Q: 3 clusters Score -1.204287e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104436 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12042892.000000 Penalty: 5738.783203
	Iteration 27Q: 3 clusters Score -1.204289e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104425 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12042897.000000 Penalty: 5738.783203
	Iteration 28Q: 3 clusters Score -1.20429e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104409 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12042911.000000 Penalty: 5738.783203
	Iteration 29Q: 3 clusters Score -1.204291e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12042896.000000 Penalty: 5738.783203
	Iteration 30Q: 3 clusters Score -1.20429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12042909.000000 Penalty: 5738.783203
	Iteration 31Q: 3 clusters Score -1.204291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104384 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12042919.000000 Penalty: 5738.783203
	Iteration 32Q: 3 clusters Score -1.204292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -12042912.000000 Penalty: 5738.783203
	Iteration 33Q: 3 clusters Score -1.204291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12042909.000000 Penalty: 5738.783203
	Iteration 34Q: 3 clusters Score -1.204291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104366 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -12042909.000000 Penalty: 5738.783203
	Iteration 35Q: 3 clusters Score -1.204291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104365 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -12042918.000000 Penalty: 5738.783203
	Iteration 36Q: 3 clusters Score -1.204292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12042913.000000 Penalty: 5738.783203
	Iteration 37Q: 3 clusters Score -1.204291e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12042934.000000 Penalty: 5738.783203
	Iteration 38Q: 3 clusters Score -1.204293e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -12042951.000000 Penalty: 5738.783203
	Iteration 39Q: 3 clusters Score -1.204295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -12042957.000000 Penalty: 5738.783203
	Iteration 40F: 3 clusters Score -1.204296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104333 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -12042968.000000 Penalty: 5738.783203
	Iteration 41Q: 3 clusters Score -1.204297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104330 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12042976.000000 Penalty: 5738.783203
	Iteration 42Q: 3 clusters Score -1.204298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104331 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12042978.000000 Penalty: 5738.783203
	Iteration 43Q: 3 clusters Score -1.204298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104330 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12042986.000000 Penalty: 5738.783203
	Iteration 44Q: 3 clusters Score -1.204299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -12042992.000000 Penalty: 5738.783203
	Iteration 45Q: 3 clusters Score -1.204299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104328 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -12042996.000000 Penalty: 5738.783203
	Iteration 46Q: 3 clusters Score -1.2043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104324 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -12042995.000000 Penalty: 5738.783203
	Iteration 47Q: 3 clusters Score -1.2043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -12042989.000000 Penalty: 5738.783203
	Iteration 48Q: 3 clusters Score -1.204299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -12042985.000000 Penalty: 5738.783203
	Iteration 49Q: 3 clusters Score -1.204298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104312 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12042999.000000 Penalty: 5738.783203
	Iteration 50Q: 3 clusters Score -1.2043e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104306 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12042996.000000 Penalty: 5738.783203
	Iteration 51Q: 3 clusters Score -1.2043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104302 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12043005.000000 Penalty: 5738.783203
	Iteration 52Q: 3 clusters Score -1.2043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104298 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12042993.000000 Penalty: 5738.783203
	Iteration 53Q: 3 clusters Score -1.204299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -12043001.000000 Penalty: 5738.783203
	Iteration 54Q: 3 clusters Score -1.2043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12043001.000000 Penalty: 5738.783203
	Iteration 55Q: 3 clusters Score -1.2043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104278 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12043024.000000 Penalty: 5738.783203
	Iteration 56Q: 3 clusters Score -1.204302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12043021.000000 Penalty: 5738.783203
	Iteration 57Q: 3 clusters Score -1.204302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12043020.000000 Penalty: 5738.783203
	Iteration 58Q: 3 clusters Score -1.204302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104247 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12043024.000000 Penalty: 5738.783203
	Iteration 59Q: 3 clusters Score -1.204302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104239 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -12043045.000000 Penalty: 5738.783203
	Iteration 60F: 3 clusters Score -1.204304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104226 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -12043051.000000 Penalty: 5738.783203
	Iteration 61Q: 3 clusters Score -1.204305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12043065.000000 Penalty: 5738.783203
	Iteration 62Q: 3 clusters Score -1.204306e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104175 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -12043093.000000 Penalty: 5738.783203
	Iteration 63Q: 3 clusters Score -1.204309e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12043123.000000 Penalty: 5738.783203
	Iteration 64Q: 3 clusters Score -1.204312e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12043111.000000 Penalty: 5738.783203
	Iteration 65Q: 3 clusters Score -1.204311e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -12043149.000000 Penalty: 5738.783203
	Iteration 66Q: 3 clusters Score -1.204315e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -12043189.000000 Penalty: 5738.783203
	Iteration 67Q: 3 clusters Score -1.204319e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104048 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12043243.000000 Penalty: 5738.783203
	Iteration 68Q: 3 clusters Score -1.204324e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104009 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -12043271.000000 Penalty: 5738.783203
	Iteration 69Q: 3 clusters Score -1.204327e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -12043321.000000 Penalty: 5738.783203
	Iteration 70Q: 3 clusters Score -1.204332e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12043363.000000 Penalty: 5738.783203
	Iteration 71Q: 3 clusters Score -1.204336e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -12043395.000000 Penalty: 5738.783203
	Iteration 72Q: 3 clusters Score -1.20434e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -12043429.000000 Penalty: 5738.783203
	Iteration 73Q: 3 clusters Score -1.204343e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -12043472.000000 Penalty: 5738.783203
	Iteration 74Q: 3 clusters Score -1.204347e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12043522.000000 Penalty: 5738.783203
	Iteration 75Q: 3 clusters Score -1.204352e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103803 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -12043546.000000 Penalty: 5738.783203
	Iteration 76Q: 3 clusters Score -1.204355e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -12043562.000000 Penalty: 5738.783203
	Iteration 77Q: 3 clusters Score -1.204356e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103740 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -12043577.000000 Penalty: 5738.783203
	Iteration 78Q: 3 clusters Score -1.204358e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -12043604.000000 Penalty: 5738.783203
	Iteration 79Q: 3 clusters Score -1.20436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103708 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -12043606.000000 Penalty: 5738.783203
	Iteration 80F: 3 clusters Score -1.204361e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12043599.000000 Penalty: 5738.783203
	Iteration 81Q: 3 clusters Score -1.20436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103664 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -12043610.000000 Penalty: 5738.783203
	Iteration 82Q: 3 clusters Score -1.204361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -12043616.000000 Penalty: 5738.783203
	Iteration 83Q: 3 clusters Score -1.204362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103640 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -12043614.000000 Penalty: 5738.783203
	Iteration 84Q: 3 clusters Score -1.204361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -12043636.000000 Penalty: 5738.783203
	Iteration 85Q: 3 clusters Score -1.204364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -12043650.000000 Penalty: 5738.783203
	Iteration 86Q: 3 clusters Score -1.204365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -12043641.000000 Penalty: 5738.783203
	Iteration 87Q: 3 clusters Score -1.204364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103593 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -12043640.000000 Penalty: 5738.783203
	Iteration 88Q: 3 clusters Score -1.204364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -12043652.000000 Penalty: 5738.783203
	Iteration 89Q: 3 clusters Score -1.204365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -12043655.000000 Penalty: 5738.783203
	Iteration 90Q: 3 clusters Score -1.204366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -12043655.000000 Penalty: 5738.783203
	Iteration 91Q: 3 clusters Score -1.204366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103566 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -12043646.000000 Penalty: 5738.783203
	Iteration 92Q: 3 clusters Score -1.204365e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -12043666.000000 Penalty: 5738.783203
	Iteration 93Q: 3 clusters Score -1.204367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103550 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -12043670.000000 Penalty: 5738.783203
	Iteration 94Q: 3 clusters Score -1.204367e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12043673.000000 Penalty: 5738.783203
	Iteration 95Q: 3 clusters Score -1.204367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12043688.000000 Penalty: 5738.783203
	Iteration 96Q: 3 clusters Score -1.204369e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12043686.000000 Penalty: 5738.783203
	Iteration 97Q: 3 clusters Score -1.204369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -12043696.000000 Penalty: 5738.783203
	Iteration 98Q: 3 clusters Score -1.20437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -12043683.000000 Penalty: 5738.783203
	Iteration 99Q: 3 clusters Score -1.204368e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103518 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -12043694.000000 Penalty: 5738.783203
	Iteration 100F: 3 clusters Score -1.204369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -12043697.000000 Penalty: 5738.783203
	Iteration 101Q: 3 clusters Score -1.20437e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -12043697.000000 Penalty: 5738.783203
	Iteration 102Q: 3 clusters Score -1.20437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103498 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12043702.000000 Penalty: 5738.783203
	Iteration 103Q: 3 clusters Score -1.20437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -12043699.000000 Penalty: 5738.783203
	Iteration 104Q: 3 clusters Score -1.20437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103494 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -12043700.000000 Penalty: 5738.783203
	Iteration 105Q: 3 clusters Score -1.20437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -12043712.000000 Penalty: 5738.783203
	Iteration 106Q: 3 clusters Score -1.204371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -12043713.000000 Penalty: 5738.783203
	Iteration 107Q: 3 clusters Score -1.204371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -12043723.000000 Penalty: 5738.783203
	Iteration 108Q: 3 clusters Score -1.204372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -12043719.000000 Penalty: 5738.783203
	Iteration 109Q: 3 clusters Score -1.204372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103475 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -12043718.000000 Penalty: 5738.783203
	Iteration 110Q: 3 clusters Score -1.204372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103465 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -12043720.000000 Penalty: 5738.783203
	Iteration 111Q: 3 clusters Score -1.204372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12043718.000000 Penalty: 5738.783203
	Iteration 112Q: 3 clusters Score -1.204372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12043715.000000 Penalty: 5738.783203
	Iteration 113Q: 3 clusters Score -1.204372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12043717.000000 Penalty: 5738.783203
	Iteration 114Q: 3 clusters Score -1.204372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12043711.000000 Penalty: 5738.783203
	Iteration 115Q: 3 clusters Score -1.204371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12043727.000000 Penalty: 5738.783203
	Iteration 116Q: 3 clusters Score -1.204373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -12043728.000000 Penalty: 5738.783203
	Iteration 117Q: 3 clusters Score -1.204373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12043731.000000 Penalty: 5738.783203
	Iteration 118Q: 3 clusters Score -1.204373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103452 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -12043723.000000 Penalty: 5738.783203
	Iteration 119Q: 3 clusters Score -1.204372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12043719.000000 Penalty: 5738.783203
	Iteration 120F: 3 clusters Score -1.204372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12043720.000000 Penalty: 5738.783203
	Iteration 121Q: 3 clusters Score -1.204372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12043720.000000 Penalty: 5738.783203
	Iteration 122Q: 3 clusters Score -1.204372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12043717.000000 Penalty: 5738.783203
	Iteration 123Q: 3 clusters Score -1.204372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103451 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12043723.000000 Penalty: 5738.783203
	Iteration 124Q: 3 clusters Score -1.204372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103446 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -12043724.000000 Penalty: 5738.783203
	Iteration 125Q: 3 clusters Score -1.204372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103438 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12043716.000000 Penalty: 5738.783203
	Iteration 126Q: 3 clusters Score -1.204372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103433 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12043708.000000 Penalty: 5738.783203
	Iteration 127Q: 3 clusters Score -1.204371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103426 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12043711.000000 Penalty: 5738.783203
	Iteration 128Q: 3 clusters Score -1.204371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103422 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12043718.000000 Penalty: 5738.783203
	Iteration 129Q: 3 clusters Score -1.204372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -12043725.000000 Penalty: 5738.783203
	Iteration 130Q: 3 clusters Score -1.204372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -12043734.000000 Penalty: 5738.783203
	Iteration 131Q: 3 clusters Score -1.204373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12043725.000000 Penalty: 5738.783203
	Iteration 132Q: 3 clusters Score -1.204372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -12043744.000000 Penalty: 5738.783203
	Iteration 133Q: 3 clusters Score -1.204374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -12043749.000000 Penalty: 5738.783203
	Iteration 134Q: 3 clusters Score -1.204375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103409 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12043753.000000 Penalty: 5738.783203
	Iteration 135Q: 3 clusters Score -1.204375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103406 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -12043752.000000 Penalty: 5738.783203
	Iteration 136Q: 3 clusters Score -1.204375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12043756.000000 Penalty: 5738.783203
	Iteration 137Q: 3 clusters Score -1.204376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -12043758.000000 Penalty: 5738.783203
	Iteration 138Q: 3 clusters Score -1.204376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -12043758.000000 Penalty: 5738.783203
	Iteration 139Q: 3 clusters Score -1.204376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12043759.000000 Penalty: 5738.783203
	Iteration 140F: 3 clusters Score -1.204376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -12043759.000000 Penalty: 5738.783203
	Iteration 141Q: 3 clusters Score -1.204376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12043754.000000 Penalty: 5738.783203
	Iteration 142Q: 3 clusters Score -1.204375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12043757.000000 Penalty: 5738.783203
	Iteration 143Q: 3 clusters Score -1.204376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -12043754.000000 Penalty: 5738.783203
	Iteration 144Q: 3 clusters Score -1.204375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -12043754.000000 Penalty: 5738.783203
	Iteration 145F: 3 clusters Score -1.204375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244397 members 
Entering Unmasked Estep 
Score: -28542710.000000 Penalty: 3076.824219
	Iteration 0F: 2 clusters Score -2.854271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 122345 members 
Entering Unmasked Estep 
Score: -28392460.000000 Penalty: 6153.648438
	Iteration 0F: 3 clusters Score -2.839246e+07 nChanged 118220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118454 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -28462310.000000 Penalty: 6153.648438
	Iteration 1F: 3 clusters Score -2.846231e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116034 members 
Mstep: Class 2 contains 128363 members 
Entering Unmasked Estep 
Score: -28463512.000000 Penalty: 6153.648438
	Iteration 2Q: 3 clusters Score -2.846351e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 132349 members 
Entering Unmasked Estep 
Score: -28465412.000000 Penalty: 6153.648438
	Iteration 3Q: 3 clusters Score -2.846541e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 138634 members 
Entering Unmasked Estep 
Score: -28468398.000000 Penalty: 6153.648438
	Iteration 4Q: 3 clusters Score -2.84684e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -28473984.000000 Penalty: 6153.648438
	Iteration 5Q: 3 clusters Score -2.847398e+07 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -28482894.000000 Penalty: 6153.648438
	Iteration 6F: 3 clusters Score -2.848289e+07 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 178764 members 
Entering Unmasked Estep 
Score: -28494538.000000 Penalty: 6153.648438
	Iteration 7F: 3 clusters Score -2.849454e+07 nChanged 19341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 196923 members 
Entering Unmasked Estep 
Score: -28506354.000000 Penalty: 6153.648438
	Iteration 8F: 3 clusters Score -2.850635e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 213294 members 
Entering Unmasked Estep 
Score: -28518158.000000 Penalty: 6153.648438
	Iteration 9F: 3 clusters Score -2.851816e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 225850 members 
Entering Unmasked Estep 
Score: -28527216.000000 Penalty: 6153.648438
	Iteration 10F: 3 clusters Score -2.852722e+07 nChanged 8341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 234111 members 
Entering Unmasked Estep 
Score: -28533084.000000 Penalty: 6153.648438
	Iteration 11Q: 3 clusters Score -2.853308e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 238848 members 
Entering Unmasked Estep 
Score: -28536568.000000 Penalty: 6153.648438
	Iteration 12Q: 3 clusters Score -2.853657e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 241313 members 
Entering Unmasked Estep 
Score: -28538280.000000 Penalty: 6153.648438
	Iteration 13Q: 3 clusters Score -2.853828e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 242460 members 
Entering Unmasked Estep 
Score: -28539250.000000 Penalty: 6153.648438
	Iteration 14Q: 3 clusters Score -2.853925e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 242993 members 
Entering Unmasked Estep 
Score: -28539680.000000 Penalty: 6153.648438
	Iteration 15Q: 3 clusters Score -2.853968e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 243256 members 
Entering Unmasked Estep 
Score: -28539868.000000 Penalty: 6153.648438
	Iteration 16Q: 3 clusters Score -2.853987e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 243409 members 
Entering Unmasked Estep 
Score: -28539978.000000 Penalty: 6153.648438
	Iteration 17Q: 3 clusters Score -2.853998e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 243486 members 
Entering Unmasked Estep 
Score: -28540042.000000 Penalty: 6153.648438
	Iteration 18Q: 3 clusters Score -2.854004e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 243542 members 
Entering Unmasked Estep 
Score: -28540042.000000 Penalty: 6153.648438
	Iteration 19Q: 3 clusters Score -2.854004e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 243583 members 
Entering Unmasked Estep 
Score: -28540070.000000 Penalty: 6153.648438
	Iteration 20F: 3 clusters Score -2.854007e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 243624 members 
Entering Unmasked Estep 
Score: -28540088.000000 Penalty: 6153.648438
	Iteration 21Q: 3 clusters Score -2.854009e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 243633 members 
Entering Unmasked Estep 
Score: -28540104.000000 Penalty: 6153.648438
	Iteration 22Q: 3 clusters Score -2.85401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 243640 members 
Entering Unmasked Estep 
Score: -28540116.000000 Penalty: 6153.648438
	Iteration 23Q: 3 clusters Score -2.854012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 243642 members 
Entering Unmasked Estep 
Score: -28540136.000000 Penalty: 6153.648438
	Iteration 24Q: 3 clusters Score -2.854014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 243649 members 
Entering Unmasked Estep 
Score: -28540156.000000 Penalty: 6153.648438
	Iteration 25Q: 3 clusters Score -2.854016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 243651 members 
Entering Unmasked Estep 
Score: -28540138.000000 Penalty: 6153.648438
	Iteration 26Q: 3 clusters Score -2.854014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 243655 members 
Entering Unmasked Estep 
Score: -28540156.000000 Penalty: 6153.648438
	Iteration 27Q: 3 clusters Score -2.854016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 243660 members 
Entering Unmasked Estep 
Score: -28540160.000000 Penalty: 6153.648438
	Iteration 28Q: 3 clusters Score -2.854016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 243661 members 
Entering Unmasked Estep 
Score: -28540172.000000 Penalty: 6153.648438
	Iteration 29Q: 3 clusters Score -2.854017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 243663 members 
Entering Unmasked Estep 
Score: -28540164.000000 Penalty: 6153.648438
	Iteration 30Q: 3 clusters Score -2.854016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 243665 members 
Entering Unmasked Estep 
Score: -28540198.000000 Penalty: 6153.648438
	Iteration 31Q: 3 clusters Score -2.85402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 243662 members 
Entering Unmasked Estep 
Score: -28540212.000000 Penalty: 6153.648438
	Iteration 32Q: 3 clusters Score -2.854021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 243658 members 
Entering Unmasked Estep 
Score: -28540208.000000 Penalty: 6153.648438
	Iteration 33Q: 3 clusters Score -2.854021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 243659 members 
Entering Unmasked Estep 
Score: -28540216.000000 Penalty: 6153.648438
	Iteration 34Q: 3 clusters Score -2.854022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 243660 members 
Entering Unmasked Estep 
Score: -28540216.000000 Penalty: 6153.648438
	Iteration 35Q: 3 clusters Score -2.854022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 243661 members 
Entering Unmasked Estep 
Score: -28540218.000000 Penalty: 6153.648438
	Iteration 36Q: 3 clusters Score -2.854022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 243664 members 
Entering Unmasked Estep 
Score: -28540206.000000 Penalty: 6153.648438
	Iteration 37Q: 3 clusters Score -2.854021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 243665 members 
Entering Unmasked Estep 
Score: -28540198.000000 Penalty: 6153.648438
	Iteration 38Q: 3 clusters Score -2.85402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 243668 members 
Entering Unmasked Estep 
Score: -28540210.000000 Penalty: 6153.648438
	Iteration 39Q: 3 clusters Score -2.854021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 243668 members 
Entering Unmasked Estep 
Score: -28540212.000000 Penalty: 6153.648438
	Iteration 40F: 3 clusters Score -2.854021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 243668 members 
Entering Unmasked Estep 
Score: -28540236.000000 Penalty: 6153.648438
	Iteration 41Q: 3 clusters Score -2.854024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 243670 members 
Entering Unmasked Estep 
Score: -28540234.000000 Penalty: 6153.648438
	Iteration 42Q: 3 clusters Score -2.854023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 243671 members 
Entering Unmasked Estep 
Score: -28540222.000000 Penalty: 6153.648438
	Iteration 43Q: 3 clusters Score -2.854022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 243670 members 
Entering Unmasked Estep 
Score: -28540238.000000 Penalty: 6153.648438
	Iteration 44Q: 3 clusters Score -2.854024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 243672 members 
Entering Unmasked Estep 
Score: -28540242.000000 Penalty: 6153.648438
	Iteration 45Q: 3 clusters Score -2.854024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 243671 members 
Entering Unmasked Estep 
Score: -28540240.000000 Penalty: 6153.648438
	Iteration 46Q: 3 clusters Score -2.854024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 243671 members 
Entering Unmasked Estep 
Score: -28540240.000000 Penalty: 6153.648438
	Iteration 47F: 3 clusters Score -2.854024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Entering Unmasked Estep 
Score: -2611984.000000 Penalty: 2480.298584
	Iteration 0F: 2 clusters Score -2611984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2596531.250000 Penalty: 4960.597168
	Iteration 0F: 3 clusters Score -2596531 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2601747.000000 Penalty: 4960.597168
	Iteration 1F: 3 clusters Score -2601747 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2602120.500000 Penalty: 4960.597168
	Iteration 2F: 3 clusters Score -2602120 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2602385.250000 Penalty: 4960.597168
	Iteration 3Q: 3 clusters Score -2602385 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2602586.500000 Penalty: 4960.597168
	Iteration 4Q: 3 clusters Score -2602586 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2602733.750000 Penalty: 4960.597168
	Iteration 5Q: 3 clusters Score -2602734 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2602882.500000 Penalty: 4960.597168
	Iteration 6Q: 3 clusters Score -2602882 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2602993.250000 Penalty: 4960.597168
	Iteration 7Q: 3 clusters Score -2602993 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2603100.250000 Penalty: 4960.597168
	Iteration 8Q: 3 clusters Score -2603100 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2603206.250000 Penalty: 4960.597168
	Iteration 9Q: 3 clusters Score -2603206 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2603320.750000 Penalty: 4960.597168
	Iteration 10Q: 3 clusters Score -2603321 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2603461.500000 Penalty: 4960.597168
	Iteration 11Q: 3 clusters Score -2603462 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2603616.250000 Penalty: 4960.597168
	Iteration 12Q: 3 clusters Score -2603616 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2603802.500000 Penalty: 4960.597168
	Iteration 13Q: 3 clusters Score -2603802 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2604044.750000 Penalty: 4960.597168
	Iteration 14Q: 3 clusters Score -2604045 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2604430.750000 Penalty: 4960.597168
	Iteration 15Q: 3 clusters Score -2604431 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2605033.000000 Penalty: 4960.597168
	Iteration 16Q: 3 clusters Score -2605033 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2605797.500000 Penalty: 4960.597168
	Iteration 17F: 3 clusters Score -2605798 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2606686.750000 Penalty: 4960.597168
	Iteration 18F: 3 clusters Score -2606687 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2607602.250000 Penalty: 4960.597168
	Iteration 19F: 3 clusters Score -2607602 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2608453.750000 Penalty: 4960.597168
	Iteration 20F: 3 clusters Score -2608454 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2609041.750000 Penalty: 4960.597168
	Iteration 21Q: 3 clusters Score -2609042 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2609350.750000 Penalty: 4960.597168
	Iteration 22Q: 3 clusters Score -2609351 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2609557.500000 Penalty: 4960.597168
	Iteration 23Q: 3 clusters Score -2609558 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2609674.000000 Penalty: 4960.597168
	Iteration 24Q: 3 clusters Score -2609674 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2609751.750000 Penalty: 4960.597168
	Iteration 25Q: 3 clusters Score -2609752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2609785.000000 Penalty: 4960.597168
	Iteration 26Q: 3 clusters Score -2609785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2609814.750000 Penalty: 4960.597168
	Iteration 27Q: 3 clusters Score -2609815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2609837.750000 Penalty: 4960.597168
	Iteration 28Q: 3 clusters Score -2609838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -2609847.500000 Penalty: 4960.597168
	Iteration 29Q: 3 clusters Score -2609848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2609856.000000 Penalty: 4960.597168
	Iteration 30Q: 3 clusters Score -2609856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2609862.000000 Penalty: 4960.597168
	Iteration 31Q: 3 clusters Score -2609862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2609861.000000 Penalty: 4960.597168
	Iteration 32Q: 3 clusters Score -2609861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2609862.750000 Penalty: 4960.597168
	Iteration 33Q: 3 clusters Score -2609863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2609861.250000 Penalty: 4960.597168
	Iteration 34Q: 3 clusters Score -2609861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2609860.250000 Penalty: 4960.597168
	Iteration 35Q: 3 clusters Score -2609860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2609861.000000 Penalty: 4960.597168
	Iteration 36Q: 3 clusters Score -2609861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2609861.000000 Penalty: 4960.597168
	Iteration 37F: 3 clusters Score -2609861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66414.070312 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66414.07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66883.851562 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66883.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67210.695312 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -67210.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67497.429688 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -67497.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67704.484375 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -67704.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67817.578125 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67817.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67890.257812 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67890.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67978.140625 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67978.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -68049.703125 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -68049.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68082.101562 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -68082.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68097.507812 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -68097.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68097.507812 Penalty: 3246.493408
	Iteration 11F: 3 clusters Score -68097.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41507 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178895 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32038 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 424 members 
Mstep: Class 15 contains 142507 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117822 members 
Mstep: Class 18 contains 22134 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 168408 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189277 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38531 members 
Mstep: Class 30 contains 223964 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37659 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58229 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13912 members 
Mstep: Class 41 contains 272 members 
Entering Unmasked Estep 
Score: -225983488.000000 Penalty: 147590.875000
Splitting cluster 14 changes total score from -225985280.000000 to -225983488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (142507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Entering Unmasked Estep 
Score: -16803906.000000 Penalty: 2943.052246
	Iteration 0F: 2 clusters Score -1.680391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -16708488.000000 Penalty: 5886.104492
	Iteration 0F: 3 clusters Score -1.670849e+07 nChanged 67940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -16748654.000000 Penalty: 5886.104492
	Iteration 1F: 3 clusters Score -1.674865e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79270 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -16750119.000000 Penalty: 5886.104492
	Iteration 2Q: 3 clusters Score -1.675012e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -16752294.000000 Penalty: 5886.104492
	Iteration 3Q: 3 clusters Score -1.675229e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90946 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -16756170.000000 Penalty: 5886.104492
	Iteration 4F: 3 clusters Score -1.675617e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100832 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -16763050.000000 Penalty: 5886.104492
	Iteration 5F: 3 clusters Score -1.676305e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -16773632.000000 Penalty: 5886.104492
	Iteration 6F: 3 clusters Score -1.677363e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125409 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -16785616.000000 Penalty: 5886.104492
	Iteration 7F: 3 clusters Score -1.678562e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134268 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -16794380.000000 Penalty: 5886.104492
	Iteration 8F: 3 clusters Score -1.679438e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138962 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -16798644.000000 Penalty: 5886.104492
	Iteration 9Q: 3 clusters Score -1.679864e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140872 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -16800334.000000 Penalty: 5886.104492
	Iteration 10Q: 3 clusters Score -1.680033e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141584 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -16800948.000000 Penalty: 5886.104492
	Iteration 11Q: 3 clusters Score -1.680095e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141877 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16801318.000000 Penalty: 5886.104492
	Iteration 12Q: 3 clusters Score -1.680132e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141969 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16801434.000000 Penalty: 5886.104492
	Iteration 13Q: 3 clusters Score -1.680143e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142004 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16801488.000000 Penalty: 5886.104492
	Iteration 14Q: 3 clusters Score -1.680149e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16801568.000000 Penalty: 5886.104492
	Iteration 15Q: 3 clusters Score -1.680157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142034 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16801600.000000 Penalty: 5886.104492
	Iteration 16Q: 3 clusters Score -1.68016e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142041 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -16801652.000000 Penalty: 5886.104492
	Iteration 17Q: 3 clusters Score -1.680165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16801686.000000 Penalty: 5886.104492
	Iteration 18Q: 3 clusters Score -1.680169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16801702.000000 Penalty: 5886.104492
	Iteration 19Q: 3 clusters Score -1.68017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142051 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -16801718.000000 Penalty: 5886.104492
	Iteration 20F: 3 clusters Score -1.680172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142048 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16801714.000000 Penalty: 5886.104492
	Iteration 21Q: 3 clusters Score -1.680171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142046 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -16801736.000000 Penalty: 5886.104492
	Iteration 22Q: 3 clusters Score -1.680174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142045 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -16801756.000000 Penalty: 5886.104492
	Iteration 23Q: 3 clusters Score -1.680176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16801738.000000 Penalty: 5886.104492
	Iteration 24Q: 3 clusters Score -1.680174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142042 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16801748.000000 Penalty: 5886.104492
	Iteration 25Q: 3 clusters Score -1.680175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142043 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16801774.000000 Penalty: 5886.104492
	Iteration 26Q: 3 clusters Score -1.680177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142041 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -16801774.000000 Penalty: 5886.104492
	Iteration 27Q: 3 clusters Score -1.680177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142037 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16801780.000000 Penalty: 5886.104492
	Iteration 28Q: 3 clusters Score -1.680178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16801778.000000 Penalty: 5886.104492
	Iteration 29Q: 3 clusters Score -1.680178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16801784.000000 Penalty: 5886.104492
	Iteration 30Q: 3 clusters Score -1.680178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16801782.000000 Penalty: 5886.104492
	Iteration 31Q: 3 clusters Score -1.680178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16801788.000000 Penalty: 5886.104492
	Iteration 32Q: 3 clusters Score -1.680179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16801790.000000 Penalty: 5886.104492
	Iteration 33F: 3 clusters Score -1.680179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16801784.000000 Penalty: 5886.104492
	Iteration 34Q: 3 clusters Score -1.680178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142032 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -16801788.000000 Penalty: 5886.104492
	Iteration 35Q: 3 clusters Score -1.680179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -16801796.000000 Penalty: 5886.104492
	Iteration 36Q: 3 clusters Score -1.68018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142033 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16801812.000000 Penalty: 5886.104492
	Iteration 37Q: 3 clusters Score -1.680181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142029 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16801810.000000 Penalty: 5886.104492
	Iteration 38Q: 3 clusters Score -1.680181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -16801820.000000 Penalty: 5886.104492
	Iteration 39Q: 3 clusters Score -1.680182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142028 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -16801822.000000 Penalty: 5886.104492
	Iteration 40F: 3 clusters Score -1.680182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142026 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -16801818.000000 Penalty: 5886.104492
	Iteration 41Q: 3 clusters Score -1.680182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -16801834.000000 Penalty: 5886.104492
	Iteration 42Q: 3 clusters Score -1.680183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142020 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -16801832.000000 Penalty: 5886.104492
	Iteration 43Q: 3 clusters Score -1.680183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -16801836.000000 Penalty: 5886.104492
	Iteration 44Q: 3 clusters Score -1.680184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142022 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -16801832.000000 Penalty: 5886.104492
	Iteration 45Q: 3 clusters Score -1.680183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142021 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -16801852.000000 Penalty: 5886.104492
	Iteration 46Q: 3 clusters Score -1.680185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142017 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -16801854.000000 Penalty: 5886.104492
	Iteration 47Q: 3 clusters Score -1.680185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142015 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -16801870.000000 Penalty: 5886.104492
	Iteration 48Q: 3 clusters Score -1.680187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -16801866.000000 Penalty: 5886.104492
	Iteration 49Q: 3 clusters Score -1.680187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -16801862.000000 Penalty: 5886.104492
	Iteration 50Q: 3 clusters Score -1.680186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142011 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16801858.000000 Penalty: 5886.104492
	Iteration 51Q: 3 clusters Score -1.680186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -16801860.000000 Penalty: 5886.104492
	Iteration 52Q: 3 clusters Score -1.680186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -16801870.000000 Penalty: 5886.104492
	Iteration 53Q: 3 clusters Score -1.680187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -16801870.000000 Penalty: 5886.104492
	Iteration 54F: 3 clusters Score -1.680187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Entering Unmasked Estep 
Score: -2762417.250000 Penalty: 2501.868896
	Iteration 0F: 2 clusters Score -2762417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2745749.750000 Penalty: 5003.737793
	Iteration 0F: 3 clusters Score -2745750 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2751825.750000 Penalty: 5003.737793
	Iteration 1F: 3 clusters Score -2751826 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2752343.750000 Penalty: 5003.737793
	Iteration 2F: 3 clusters Score -2752344 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2752774.000000 Penalty: 5003.737793
	Iteration 3Q: 3 clusters Score -2752774 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2753261.750000 Penalty: 5003.737793
	Iteration 4Q: 3 clusters Score -2753262 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2753931.000000 Penalty: 5003.737793
	Iteration 5F: 3 clusters Score -2753931 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2754818.500000 Penalty: 5003.737793
	Iteration 6F: 3 clusters Score -2754818 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2755917.250000 Penalty: 5003.737793
	Iteration 7F: 3 clusters Score -2755917 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2757032.250000 Penalty: 5003.737793
	Iteration 8F: 3 clusters Score -2757032 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2758065.250000 Penalty: 5003.737793
	Iteration 9F: 3 clusters Score -2758065 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2758865.750000 Penalty: 5003.737793
	Iteration 10Q: 3 clusters Score -2758866 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2759437.000000 Penalty: 5003.737793
	Iteration 11Q: 3 clusters Score -2759437 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2759756.000000 Penalty: 5003.737793
	Iteration 12Q: 3 clusters Score -2759756 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2759939.250000 Penalty: 5003.737793
	Iteration 13Q: 3 clusters Score -2759939 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2760014.500000 Penalty: 5003.737793
	Iteration 14Q: 3 clusters Score -2760014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2760086.250000 Penalty: 5003.737793
	Iteration 15Q: 3 clusters Score -2760086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2760128.000000 Penalty: 5003.737793
	Iteration 16Q: 3 clusters Score -2760128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2760181.000000 Penalty: 5003.737793
	Iteration 17Q: 3 clusters Score -2760181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2760213.250000 Penalty: 5003.737793
	Iteration 18Q: 3 clusters Score -2760213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2760231.000000 Penalty: 5003.737793
	Iteration 19Q: 3 clusters Score -2760231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2760248.750000 Penalty: 5003.737793
	Iteration 20F: 3 clusters Score -2760249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2760258.750000 Penalty: 5003.737793
	Iteration 21Q: 3 clusters Score -2760259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2760268.500000 Penalty: 5003.737793
	Iteration 22Q: 3 clusters Score -2760268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2760272.750000 Penalty: 5003.737793
	Iteration 23Q: 3 clusters Score -2760273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2760276.750000 Penalty: 5003.737793
	Iteration 24Q: 3 clusters Score -2760277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2760275.750000 Penalty: 5003.737793
	Iteration 25Q: 3 clusters Score -2760276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2760278.750000 Penalty: 5003.737793
	Iteration 26Q: 3 clusters Score -2760279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2760278.750000 Penalty: 5003.737793
	Iteration 27F: 3 clusters Score -2760279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117822 members 
Entering Unmasked Estep 
Score: -13483421.000000 Penalty: 2895.878662
	Iteration 0F: 2 clusters Score -1.348342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -13404327.000000 Penalty: 5791.757324
	Iteration 0F: 3 clusters Score -1.340433e+07 nChanged 56017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -13436352.000000 Penalty: 5791.757324
	Iteration 1F: 3 clusters Score -1.343635e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -13437098.000000 Penalty: 5791.757324
	Iteration 2Q: 3 clusters Score -1.34371e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -13437907.000000 Penalty: 5791.757324
	Iteration 3Q: 3 clusters Score -1.343791e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
Score: -13438872.000000 Penalty: 5791.757324
	Iteration 4Q: 3 clusters Score -1.343887e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -13439821.000000 Penalty: 5791.757324
	Iteration 5Q: 3 clusters Score -1.343982e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -13440920.000000 Penalty: 5791.757324
	Iteration 6Q: 3 clusters Score -1.344092e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -13442040.000000 Penalty: 5791.757324
	Iteration 7Q: 3 clusters Score -1.344204e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -13443289.000000 Penalty: 5791.757324
	Iteration 8Q: 3 clusters Score -1.344329e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -13444774.000000 Penalty: 5791.757324
	Iteration 9Q: 3 clusters Score -1.344477e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -13446580.000000 Penalty: 5791.757324
	Iteration 10Q: 3 clusters Score -1.344658e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -13448952.000000 Penalty: 5791.757324
	Iteration 11Q: 3 clusters Score -1.344895e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -13452290.000000 Penalty: 5791.757324
	Iteration 12F: 3 clusters Score -1.345229e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -13456704.000000 Penalty: 5791.757324
	Iteration 13F: 3 clusters Score -1.34567e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -13462515.000000 Penalty: 5791.757324
	Iteration 14F: 3 clusters Score -1.346252e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -13468714.000000 Penalty: 5791.757324
	Iteration 15F: 3 clusters Score -1.346871e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -13474243.000000 Penalty: 5791.757324
	Iteration 16F: 3 clusters Score -1.347424e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 114068 members 
Entering Unmasked Estep 
Score: -13477867.000000 Penalty: 5791.757324
	Iteration 17Q: 3 clusters Score -1.347787e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 116093 members 
Entering Unmasked Estep 
Score: -13479601.000000 Penalty: 5791.757324
	Iteration 18Q: 3 clusters Score -1.34796e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -13480308.000000 Penalty: 5791.757324
	Iteration 19Q: 3 clusters Score -1.348031e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 117255 members 
Entering Unmasked Estep 
Score: -13480571.000000 Penalty: 5791.757324
	Iteration 20F: 3 clusters Score -1.348057e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -13480666.000000 Penalty: 5791.757324
	Iteration 21Q: 3 clusters Score -1.348067e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 117421 members 
Entering Unmasked Estep 
Score: -13480726.000000 Penalty: 5791.757324
	Iteration 22Q: 3 clusters Score -1.348073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 117452 members 
Entering Unmasked Estep 
Score: -13480775.000000 Penalty: 5791.757324
	Iteration 23Q: 3 clusters Score -1.348078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 117462 members 
Entering Unmasked Estep 
Score: -13480807.000000 Penalty: 5791.757324
	Iteration 24Q: 3 clusters Score -1.348081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -13480809.000000 Penalty: 5791.757324
	Iteration 25Q: 3 clusters Score -1.348081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 117483 members 
Entering Unmasked Estep 
Score: -13480823.000000 Penalty: 5791.757324
	Iteration 26Q: 3 clusters Score -1.348082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -13480827.000000 Penalty: 5791.757324
	Iteration 27Q: 3 clusters Score -1.348083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -13480832.000000 Penalty: 5791.757324
	Iteration 28Q: 3 clusters Score -1.348083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -13480846.000000 Penalty: 5791.757324
	Iteration 29Q: 3 clusters Score -1.348085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 117493 members 
Entering Unmasked Estep 
Score: -13480848.000000 Penalty: 5791.757324
	Iteration 30Q: 3 clusters Score -1.348085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -13480842.000000 Penalty: 5791.757324
	Iteration 31Q: 3 clusters Score -1.348084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -13480858.000000 Penalty: 5791.757324
	Iteration 32Q: 3 clusters Score -1.348086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -13480859.000000 Penalty: 5791.757324
	Iteration 33Q: 3 clusters Score -1.348086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -13480857.000000 Penalty: 5791.757324
	Iteration 34Q: 3 clusters Score -1.348086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 117507 members 
Entering Unmasked Estep 
Score: -13480859.000000 Penalty: 5791.757324
	Iteration 35Q: 3 clusters Score -1.348086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 117509 members 
Entering Unmasked Estep 
Score: -13480856.000000 Penalty: 5791.757324
	Iteration 36Q: 3 clusters Score -1.348086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 117513 members 
Entering Unmasked Estep 
Score: -13480863.000000 Penalty: 5791.757324
	Iteration 37Q: 3 clusters Score -1.348086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -13480866.000000 Penalty: 5791.757324
	Iteration 38Q: 3 clusters Score -1.348087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 117516 members 
Entering Unmasked Estep 
Score: -13480868.000000 Penalty: 5791.757324
	Iteration 39Q: 3 clusters Score -1.348087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -13480880.000000 Penalty: 5791.757324
	Iteration 40F: 3 clusters Score -1.348088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 117519 members 
Entering Unmasked Estep 
Score: -13480878.000000 Penalty: 5791.757324
	Iteration 41Q: 3 clusters Score -1.348088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -13480882.000000 Penalty: 5791.757324
	Iteration 42Q: 3 clusters Score -1.348088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 117521 members 
Entering Unmasked Estep 
Score: -13480885.000000 Penalty: 5791.757324
	Iteration 43Q: 3 clusters Score -1.348088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -13480881.000000 Penalty: 5791.757324
	Iteration 44Q: 3 clusters Score -1.348088e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -13480881.000000 Penalty: 5791.757324
	Iteration 45F: 3 clusters Score -1.348088e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Entering Unmasked Estep 
Score: -2542027.000000 Penalty: 2481.207764
	Iteration 0F: 2 clusters Score -2542027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2526509.000000 Penalty: 4962.415527
	Iteration 0F: 3 clusters Score -2526509 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2531715.000000 Penalty: 4962.415527
	Iteration 1F: 3 clusters Score -2531715 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2532139.000000 Penalty: 4962.415527
	Iteration 2F: 3 clusters Score -2532139 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2532502.000000 Penalty: 4962.415527
	Iteration 3Q: 3 clusters Score -2532502 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2532849.500000 Penalty: 4962.415527
	Iteration 4Q: 3 clusters Score -2532850 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2533224.250000 Penalty: 4962.415527
	Iteration 5Q: 3 clusters Score -2533224 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2533670.250000 Penalty: 4962.415527
	Iteration 6Q: 3 clusters Score -2533670 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2534249.250000 Penalty: 4962.415527
	Iteration 7Q: 3 clusters Score -2534249 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2534962.250000 Penalty: 4962.415527
	Iteration 8F: 3 clusters Score -2534962 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2535791.250000 Penalty: 4962.415527
	Iteration 9F: 3 clusters Score -2535791 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2536646.250000 Penalty: 4962.415527
	Iteration 10F: 3 clusters Score -2536646 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2537424.000000 Penalty: 4962.415527
	Iteration 11Q: 3 clusters Score -2537424 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2538124.000000 Penalty: 4962.415527
	Iteration 12Q: 3 clusters Score -2538124 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2538642.000000 Penalty: 4962.415527
	Iteration 13Q: 3 clusters Score -2538642 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2539009.000000 Penalty: 4962.415527
	Iteration 14Q: 3 clusters Score -2539009 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2539279.250000 Penalty: 4962.415527
	Iteration 15Q: 3 clusters Score -2539279 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2539486.750000 Penalty: 4962.415527
	Iteration 16Q: 3 clusters Score -2539487 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2539646.750000 Penalty: 4962.415527
	Iteration 17Q: 3 clusters Score -2539647 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2539768.750000 Penalty: 4962.415527
	Iteration 18Q: 3 clusters Score -2539769 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2539862.250000 Penalty: 4962.415527
	Iteration 19Q: 3 clusters Score -2539862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2539914.500000 Penalty: 4962.415527
	Iteration 20F: 3 clusters Score -2539914 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2539951.000000 Penalty: 4962.415527
	Iteration 21Q: 3 clusters Score -2539951 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2539986.500000 Penalty: 4962.415527
	Iteration 22Q: 3 clusters Score -2539986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2540008.250000 Penalty: 4962.415527
	Iteration 23Q: 3 clusters Score -2540008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2540012.750000 Penalty: 4962.415527
	Iteration 24Q: 3 clusters Score -2540013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2540024.250000 Penalty: 4962.415527
	Iteration 25Q: 3 clusters Score -2540024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2540042.000000 Penalty: 4962.415527
	Iteration 26Q: 3 clusters Score -2540042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2540048.250000 Penalty: 4962.415527
	Iteration 27Q: 3 clusters Score -2540048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2540058.750000 Penalty: 4962.415527
	Iteration 28Q: 3 clusters Score -2540059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2540071.500000 Penalty: 4962.415527
	Iteration 29Q: 3 clusters Score -2540072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2540071.500000 Penalty: 4962.415527
	Iteration 30Q: 3 clusters Score -2540072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2540073.750000 Penalty: 4962.415527
	Iteration 31Q: 3 clusters Score -2540074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2540077.750000 Penalty: 4962.415527
	Iteration 32Q: 3 clusters Score -2540078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2540075.250000 Penalty: 4962.415527
	Iteration 33Q: 3 clusters Score -2540075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2540077.250000 Penalty: 4962.415527
	Iteration 34Q: 3 clusters Score -2540077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2540082.750000 Penalty: 4962.415527
	Iteration 35Q: 3 clusters Score -2540083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2540090.500000 Penalty: 4962.415527
	Iteration 36Q: 3 clusters Score -2540090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2540093.750000 Penalty: 4962.415527
	Iteration 37Q: 3 clusters Score -2540094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2540097.750000 Penalty: 4962.415527
	Iteration 38Q: 3 clusters Score -2540098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2540097.500000 Penalty: 4962.415527
	Iteration 39Q: 3 clusters Score -2540098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2540100.000000 Penalty: 4962.415527
	Iteration 40F: 3 clusters Score -2540100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2540098.250000 Penalty: 4962.415527
	Iteration 41Q: 3 clusters Score -2540098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2540098.500000 Penalty: 4962.415527
	Iteration 42Q: 3 clusters Score -2540098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2540099.750000 Penalty: 4962.415527
	Iteration 43Q: 3 clusters Score -2540100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2540103.500000 Penalty: 4962.415527
	Iteration 44Q: 3 clusters Score -2540104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2540103.500000 Penalty: 4962.415527
	Iteration 45F: 3 clusters Score -2540104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Entering Unmasked Estep 
Score: -1708784.000000 Penalty: 2374.871338
	Iteration 0F: 2 clusters Score -1708784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1698354.875000 Penalty: 4749.742676
	Iteration 0F: 3 clusters Score -1698355 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1701650.000000 Penalty: 4749.742676
	Iteration 1F: 3 clusters Score -1701650 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1702042.375000 Penalty: 4749.742676
	Iteration 2F: 3 clusters Score -1702042 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1702391.375000 Penalty: 4749.742676
	Iteration 3F: 3 clusters Score -1702391 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1702753.750000 Penalty: 4749.742676
	Iteration 4Q: 3 clusters Score -1702754 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1703168.125000 Penalty: 4749.742676
	Iteration 5F: 3 clusters Score -1703168 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1703597.750000 Penalty: 4749.742676
	Iteration 6F: 3 clusters Score -1703598 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1704042.875000 Penalty: 4749.742676
	Iteration 7F: 3 clusters Score -1704043 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1704462.625000 Penalty: 4749.742676
	Iteration 8F: 3 clusters Score -1704463 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1704852.250000 Penalty: 4749.742676
	Iteration 9Q: 3 clusters Score -1704852 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1705136.375000 Penalty: 4749.742676
	Iteration 10Q: 3 clusters Score -1705136 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1705323.500000 Penalty: 4749.742676
	Iteration 11Q: 3 clusters Score -1705324 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1705437.000000 Penalty: 4749.742676
	Iteration 12Q: 3 clusters Score -1705437 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1705553.125000 Penalty: 4749.742676
	Iteration 13Q: 3 clusters Score -1705553 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1705679.250000 Penalty: 4749.742676
	Iteration 14Q: 3 clusters Score -1705679 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1705861.375000 Penalty: 4749.742676
	Iteration 15Q: 3 clusters Score -1705861 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1706021.250000 Penalty: 4749.742676
	Iteration 16Q: 3 clusters Score -1706021 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1706210.625000 Penalty: 4749.742676
	Iteration 17Q: 3 clusters Score -1706211 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1706426.250000 Penalty: 4749.742676
	Iteration 18Q: 3 clusters Score -1706426 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1706633.000000 Penalty: 4749.742676
	Iteration 19Q: 3 clusters Score -1706633 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1706797.250000 Penalty: 4749.742676
	Iteration 20F: 3 clusters Score -1706797 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1706899.000000 Penalty: 4749.742676
	Iteration 21Q: 3 clusters Score -1706899 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1706978.500000 Penalty: 4749.742676
	Iteration 22Q: 3 clusters Score -1706978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1707039.125000 Penalty: 4749.742676
	Iteration 23Q: 3 clusters Score -1707039 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1707087.250000 Penalty: 4749.742676
	Iteration 24Q: 3 clusters Score -1707087 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1707112.750000 Penalty: 4749.742676
	Iteration 25Q: 3 clusters Score -1707113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1707129.125000 Penalty: 4749.742676
	Iteration 26Q: 3 clusters Score -1707129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1707141.000000 Penalty: 4749.742676
	Iteration 27Q: 3 clusters Score -1707141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1707149.125000 Penalty: 4749.742676
	Iteration 28Q: 3 clusters Score -1707149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1707153.750000 Penalty: 4749.742676
	Iteration 29Q: 3 clusters Score -1707154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1707157.625000 Penalty: 4749.742676
	Iteration 30Q: 3 clusters Score -1707158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1707158.625000 Penalty: 4749.742676
	Iteration 31Q: 3 clusters Score -1707159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1707157.375000 Penalty: 4749.742676
	Iteration 32Q: 3 clusters Score -1707157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1707157.875000 Penalty: 4749.742676
	Iteration 33Q: 3 clusters Score -1707158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1707161.250000 Penalty: 4749.742676
	Iteration 34Q: 3 clusters Score -1707161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1707161.250000 Penalty: 4749.742676
	Iteration 35Q: 3 clusters Score -1707161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1707165.750000 Penalty: 4749.742676
	Iteration 36Q: 3 clusters Score -1707166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1707165.625000 Penalty: 4749.742676
	Iteration 37Q: 3 clusters Score -1707166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1707165.375000 Penalty: 4749.742676
	Iteration 38Q: 3 clusters Score -1707165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1707167.875000 Penalty: 4749.742676
	Iteration 39Q: 3 clusters Score -1707168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1707168.250000 Penalty: 4749.742676
	Iteration 40F: 3 clusters Score -1707168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1707166.500000 Penalty: 4749.742676
	Iteration 41Q: 3 clusters Score -1707166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1707170.250000 Penalty: 4749.742676
	Iteration 42Q: 3 clusters Score -1707170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1707174.375000 Penalty: 4749.742676
	Iteration 43Q: 3 clusters Score -1707174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1707181.250000 Penalty: 4749.742676
	Iteration 44Q: 3 clusters Score -1707181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1707180.125000 Penalty: 4749.742676
	Iteration 45Q: 3 clusters Score -1707180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -1707175.500000 Penalty: 4749.742676
	Iteration 46Q: 3 clusters Score -1707176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1707177.375000 Penalty: 4749.742676
	Iteration 47Q: 3 clusters Score -1707177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1707178.750000 Penalty: 4749.742676
	Iteration 48Q: 3 clusters Score -1707179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1707179.000000 Penalty: 4749.742676
	Iteration 49Q: 3 clusters Score -1707179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1707184.000000 Penalty: 4749.742676
	Iteration 50Q: 3 clusters Score -1707184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1707184.375000 Penalty: 4749.742676
	Iteration 51Q: 3 clusters Score -1707184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1707182.875000 Penalty: 4749.742676
	Iteration 52Q: 3 clusters Score -1707183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1707184.000000 Penalty: 4749.742676
	Iteration 53Q: 3 clusters Score -1707184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1707184.250000 Penalty: 4749.742676
	Iteration 54Q: 3 clusters Score -1707184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1707182.625000 Penalty: 4749.742676
	Iteration 55Q: 3 clusters Score -1707183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1707184.875000 Penalty: 4749.742676
	Iteration 56Q: 3 clusters Score -1707185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1707185.250000 Penalty: 4749.742676
	Iteration 57Q: 3 clusters Score -1707185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1707184.625000 Penalty: 4749.742676
	Iteration 58Q: 3 clusters Score -1707185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1707186.750000 Penalty: 4749.742676
	Iteration 59Q: 3 clusters Score -1707187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1707185.875000 Penalty: 4749.742676
	Iteration 60F: 3 clusters Score -1707186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Entering Unmasked Estep 
Score: -1019353.625000 Penalty: 2265.071045
	Iteration 0F: 2 clusters Score -1019354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1012213.312500 Penalty: 4530.142090
	Iteration 0F: 3 clusters Score -1012213 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1014630.375000 Penalty: 4530.142090
	Iteration 1F: 3 clusters Score -1014630 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1015522.062500 Penalty: 4530.142090
	Iteration 2F: 3 clusters Score -1015522 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1016342.750000 Penalty: 4530.142090
	Iteration 3F: 3 clusters Score -1016343 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1016962.062500 Penalty: 4530.142090
	Iteration 4F: 3 clusters Score -1016962 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1017440.625000 Penalty: 4530.142090
	Iteration 5F: 3 clusters Score -1017441 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1017744.750000 Penalty: 4530.142090
	Iteration 6Q: 3 clusters Score -1017745 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1017915.312500 Penalty: 4530.142090
	Iteration 7Q: 3 clusters Score -1017915 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1018008.000000 Penalty: 4530.142090
	Iteration 8Q: 3 clusters Score -1018008 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1018074.187500 Penalty: 4530.142090
	Iteration 9Q: 3 clusters Score -1018074 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1018127.750000 Penalty: 4530.142090
	Iteration 10Q: 3 clusters Score -1018128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1018172.875000 Penalty: 4530.142090
	Iteration 11Q: 3 clusters Score -1018173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1018199.500000 Penalty: 4530.142090
	Iteration 12Q: 3 clusters Score -1018200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1018218.062500 Penalty: 4530.142090
	Iteration 13Q: 3 clusters Score -1018218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1018241.000000 Penalty: 4530.142090
	Iteration 14Q: 3 clusters Score -1018241 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1018263.375000 Penalty: 4530.142090
	Iteration 15Q: 3 clusters Score -1018263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1018286.562500 Penalty: 4530.142090
	Iteration 16Q: 3 clusters Score -1018287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1018307.250000 Penalty: 4530.142090
	Iteration 17Q: 3 clusters Score -1018307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1018325.375000 Penalty: 4530.142090
	Iteration 18Q: 3 clusters Score -1018325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1018340.187500 Penalty: 4530.142090
	Iteration 19Q: 3 clusters Score -1018340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1018355.562500 Penalty: 4530.142090
	Iteration 20F: 3 clusters Score -1018356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1018370.625000 Penalty: 4530.142090
	Iteration 21Q: 3 clusters Score -1018371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1018381.937500 Penalty: 4530.142090
	Iteration 22Q: 3 clusters Score -1018382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1018397.750000 Penalty: 4530.142090
	Iteration 23Q: 3 clusters Score -1018398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1018420.750000 Penalty: 4530.142090
	Iteration 24Q: 3 clusters Score -1018421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1018436.375000 Penalty: 4530.142090
	Iteration 25Q: 3 clusters Score -1018436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1018444.625000 Penalty: 4530.142090
	Iteration 26Q: 3 clusters Score -1018445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1018458.937500 Penalty: 4530.142090
	Iteration 27Q: 3 clusters Score -1018459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1018467.937500 Penalty: 4530.142090
	Iteration 28Q: 3 clusters Score -1018468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1018474.437500 Penalty: 4530.142090
	Iteration 29Q: 3 clusters Score -1018474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1018479.812500 Penalty: 4530.142090
	Iteration 30Q: 3 clusters Score -1018480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1018485.750000 Penalty: 4530.142090
	Iteration 31Q: 3 clusters Score -1018486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1018492.437500 Penalty: 4530.142090
	Iteration 32Q: 3 clusters Score -1018492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1018503.000000 Penalty: 4530.142090
	Iteration 33Q: 3 clusters Score -1018503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1018502.250000 Penalty: 4530.142090
	Iteration 34Q: 3 clusters Score -1018502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1018504.125000 Penalty: 4530.142090
	Iteration 35Q: 3 clusters Score -1018504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1018505.937500 Penalty: 4530.142090
	Iteration 36Q: 3 clusters Score -1018506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1018508.375000 Penalty: 4530.142090
	Iteration 37Q: 3 clusters Score -1018508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1018509.312500 Penalty: 4530.142090
	Iteration 38Q: 3 clusters Score -1018509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1018511.062500 Penalty: 4530.142090
	Iteration 39Q: 3 clusters Score -1018511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1018513.437500 Penalty: 4530.142090
	Iteration 40F: 3 clusters Score -1018513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1018518.562500 Penalty: 4530.142090
	Iteration 41Q: 3 clusters Score -1018519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1018521.687500 Penalty: 4530.142090
	Iteration 42Q: 3 clusters Score -1018522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1018524.250000 Penalty: 4530.142090
	Iteration 43Q: 3 clusters Score -1018524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1018526.250000 Penalty: 4530.142090
	Iteration 44Q: 3 clusters Score -1018526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1018527.750000 Penalty: 4530.142090
	Iteration 45Q: 3 clusters Score -1018528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1018536.750000 Penalty: 4530.142090
	Iteration 46Q: 3 clusters Score -1018537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1018544.687500 Penalty: 4530.142090
	Iteration 47Q: 3 clusters Score -1018545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1018557.687500 Penalty: 4530.142090
	Iteration 48Q: 3 clusters Score -1018558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1018564.875000 Penalty: 4530.142090
	Iteration 49Q: 3 clusters Score -1018565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1018568.562500 Penalty: 4530.142090
	Iteration 50Q: 3 clusters Score -1018569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1018574.625000 Penalty: 4530.142090
	Iteration 51Q: 3 clusters Score -1018575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1018579.750000 Penalty: 4530.142090
	Iteration 52Q: 3 clusters Score -1018580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1018585.437500 Penalty: 4530.142090
	Iteration 53Q: 3 clusters Score -1018585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1018596.750000 Penalty: 4530.142090
	Iteration 54Q: 3 clusters Score -1018597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1018606.500000 Penalty: 4530.142090
	Iteration 55Q: 3 clusters Score -1018606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1018621.875000 Penalty: 4530.142090
	Iteration 56Q: 3 clusters Score -1018622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1018639.312500 Penalty: 4530.142090
	Iteration 57Q: 3 clusters Score -1018639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1018655.562500 Penalty: 4530.142090
	Iteration 58Q: 3 clusters Score -1018656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1018669.000000 Penalty: 4530.142090
	Iteration 59Q: 3 clusters Score -1018669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1018680.312500 Penalty: 4530.142090
	Iteration 60F: 3 clusters Score -1018680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1018685.250000 Penalty: 4530.142090
	Iteration 61Q: 3 clusters Score -1018685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1018686.625000 Penalty: 4530.142090
	Iteration 62Q: 3 clusters Score -1018687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1018687.125000 Penalty: 4530.142090
	Iteration 63Q: 3 clusters Score -1018687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1018688.500000 Penalty: 4530.142090
	Iteration 64Q: 3 clusters Score -1018688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1018688.312500 Penalty: 4530.142090
	Iteration 65Q: 3 clusters Score -1018688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1018688.312500 Penalty: 4530.142090
	Iteration 66F: 3 clusters Score -1018688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Entering Unmasked Estep 
Score: -868355.000000 Penalty: 2226.989014
	Iteration 0F: 2 clusters Score -868355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -861979.312500 Penalty: 4453.978027
	Iteration 0F: 3 clusters Score -861979.3 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -863898.000000 Penalty: 4453.978027
	Iteration 1F: 3 clusters Score -863898 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -864254.937500 Penalty: 4453.978027
	Iteration 2F: 3 clusters Score -864254.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -864566.437500 Penalty: 4453.978027
	Iteration 3F: 3 clusters Score -864566.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -864898.187500 Penalty: 4453.978027
	Iteration 4F: 3 clusters Score -864898.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -865253.937500 Penalty: 4453.978027
	Iteration 5F: 3 clusters Score -865253.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -865601.000000 Penalty: 4453.978027
	Iteration 6F: 3 clusters Score -865601 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -865956.000000 Penalty: 4453.978027
	Iteration 7Q: 3 clusters Score -865956 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -866274.062500 Penalty: 4453.978027
	Iteration 8Q: 3 clusters Score -866274.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -866553.750000 Penalty: 4453.978027
	Iteration 9Q: 3 clusters Score -866553.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -866808.375000 Penalty: 4453.978027
	Iteration 10Q: 3 clusters Score -866808.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -867018.750000 Penalty: 4453.978027
	Iteration 11Q: 3 clusters Score -867018.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -867177.562500 Penalty: 4453.978027
	Iteration 12Q: 3 clusters Score -867177.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -867345.125000 Penalty: 4453.978027
	Iteration 13Q: 3 clusters Score -867345.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -867462.187500 Penalty: 4453.978027
	Iteration 14Q: 3 clusters Score -867462.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -867556.000000 Penalty: 4453.978027
	Iteration 15Q: 3 clusters Score -867556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -867639.125000 Penalty: 4453.978027
	Iteration 16Q: 3 clusters Score -867639.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -867694.687500 Penalty: 4453.978027
	Iteration 17Q: 3 clusters Score -867694.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -867737.750000 Penalty: 4453.978027
	Iteration 18Q: 3 clusters Score -867737.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -867770.625000 Penalty: 4453.978027
	Iteration 19Q: 3 clusters Score -867770.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -867801.750000 Penalty: 4453.978027
	Iteration 20F: 3 clusters Score -867801.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -867842.562500 Penalty: 4453.978027
	Iteration 21Q: 3 clusters Score -867842.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -867887.375000 Penalty: 4453.978027
	Iteration 22Q: 3 clusters Score -867887.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -867930.750000 Penalty: 4453.978027
	Iteration 23Q: 3 clusters Score -867930.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -867949.375000 Penalty: 4453.978027
	Iteration 24Q: 3 clusters Score -867949.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -867958.375000 Penalty: 4453.978027
	Iteration 25Q: 3 clusters Score -867958.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -867967.812500 Penalty: 4453.978027
	Iteration 26Q: 3 clusters Score -867967.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -867974.562500 Penalty: 4453.978027
	Iteration 27Q: 3 clusters Score -867974.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -867974.750000 Penalty: 4453.978027
	Iteration 28Q: 3 clusters Score -867974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -867979.312500 Penalty: 4453.978027
	Iteration 29Q: 3 clusters Score -867979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -867979.625000 Penalty: 4453.978027
	Iteration 30Q: 3 clusters Score -867979.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -867981.875000 Penalty: 4453.978027
	Iteration 31Q: 3 clusters Score -867981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -867984.937500 Penalty: 4453.978027
	Iteration 32Q: 3 clusters Score -867984.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -867986.750000 Penalty: 4453.978027
	Iteration 33Q: 3 clusters Score -867986.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -867985.687500 Penalty: 4453.978027
	Iteration 34Q: 3 clusters Score -867985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -867985.562500 Penalty: 4453.978027
	Iteration 35Q: 3 clusters Score -867985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -867986.312500 Penalty: 4453.978027
	Iteration 36Q: 3 clusters Score -867986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -867986.312500 Penalty: 4453.978027
	Iteration 37F: 3 clusters Score -867986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168408 members 
Entering Unmasked Estep 
Score: -19473570.000000 Penalty: 2984.468018
	Iteration 0F: 2 clusters Score -1.947357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 84360 members 
Entering Unmasked Estep 
Score: -19360706.000000 Penalty: 5968.936035
	Iteration 0F: 3 clusters Score -1.936071e+07 nChanged 80499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80463 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -19408346.000000 Penalty: 5968.936035
	Iteration 1F: 3 clusters Score -1.940835e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -19409888.000000 Penalty: 5968.936035
	Iteration 2Q: 3 clusters Score -1.940989e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -19412330.000000 Penalty: 5968.936035
	Iteration 3Q: 3 clusters Score -1.941233e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -19416298.000000 Penalty: 5968.936035
	Iteration 4F: 3 clusters Score -1.94163e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -19422654.000000 Penalty: 5968.936035
	Iteration 5F: 3 clusters Score -1.942265e+07 nChanged 12448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -19431178.000000 Penalty: 5968.936035
	Iteration 6F: 3 clusters Score -1.943118e+07 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 132703 members 
Entering Unmasked Estep 
Score: -19441330.000000 Penalty: 5968.936035
	Iteration 7F: 3 clusters Score -1.944133e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -19451196.000000 Penalty: 5968.936035
	Iteration 8F: 3 clusters Score -1.94512e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 153446 members 
Entering Unmasked Estep 
Score: -19459096.000000 Penalty: 5968.936035
	Iteration 9F: 3 clusters Score -1.94591e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 160122 members 
Entering Unmasked Estep 
Score: -19464762.000000 Penalty: 5968.936035
	Iteration 10Q: 3 clusters Score -1.946476e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -19467958.000000 Penalty: 5968.936035
	Iteration 11Q: 3 clusters Score -1.946796e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 166188 members 
Entering Unmasked Estep 
Score: -19469576.000000 Penalty: 5968.936035
	Iteration 12Q: 3 clusters Score -1.946958e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -19470242.000000 Penalty: 5968.936035
	Iteration 13Q: 3 clusters Score -1.947024e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 167519 members 
Entering Unmasked Estep 
Score: -19470536.000000 Penalty: 5968.936035
	Iteration 14Q: 3 clusters Score -1.947054e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -19470732.000000 Penalty: 5968.936035
	Iteration 15Q: 3 clusters Score -1.947073e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 167811 members 
Entering Unmasked Estep 
Score: -19470862.000000 Penalty: 5968.936035
	Iteration 16Q: 3 clusters Score -1.947086e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 167856 members 
Entering Unmasked Estep 
Score: -19470928.000000 Penalty: 5968.936035
	Iteration 17Q: 3 clusters Score -1.947093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 167883 members 
Entering Unmasked Estep 
Score: -19470990.000000 Penalty: 5968.936035
	Iteration 18Q: 3 clusters Score -1.947099e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 167905 members 
Entering Unmasked Estep 
Score: -19471014.000000 Penalty: 5968.936035
	Iteration 19Q: 3 clusters Score -1.947101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 167921 members 
Entering Unmasked Estep 
Score: -19471016.000000 Penalty: 5968.936035
	Iteration 20F: 3 clusters Score -1.947102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 167929 members 
Entering Unmasked Estep 
Score: -19471040.000000 Penalty: 5968.936035
	Iteration 21Q: 3 clusters Score -1.947104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 167938 members 
Entering Unmasked Estep 
Score: -19471046.000000 Penalty: 5968.936035
	Iteration 22Q: 3 clusters Score -1.947105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 167942 members 
Entering Unmasked Estep 
Score: -19471064.000000 Penalty: 5968.936035
	Iteration 23Q: 3 clusters Score -1.947106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -19471068.000000 Penalty: 5968.936035
	Iteration 24Q: 3 clusters Score -1.947107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 167945 members 
Entering Unmasked Estep 
Score: -19471074.000000 Penalty: 5968.936035
	Iteration 25Q: 3 clusters Score -1.947107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 167950 members 
Entering Unmasked Estep 
Score: -19471084.000000 Penalty: 5968.936035
	Iteration 26Q: 3 clusters Score -1.947108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 167956 members 
Entering Unmasked Estep 
Score: -19471082.000000 Penalty: 5968.936035
	Iteration 27Q: 3 clusters Score -1.947108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 167958 members 
Entering Unmasked Estep 
Score: -19471078.000000 Penalty: 5968.936035
	Iteration 28Q: 3 clusters Score -1.947108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 167957 members 
Entering Unmasked Estep 
Score: -19471074.000000 Penalty: 5968.936035
	Iteration 29Q: 3 clusters Score -1.947107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 167957 members 
Entering Unmasked Estep 
Score: -19471074.000000 Penalty: 5968.936035
	Iteration 30F: 3 clusters Score -1.947107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Entering Unmasked Estep 
Score: -1476092.625000 Penalty: 2356.894531
	Iteration 0F: 2 clusters Score -1476093 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 6727 members 
Entering Unmasked Estep 
Score: -1466326.000000 Penalty: 4713.789062
	Iteration 0F: 3 clusters Score -1466326 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1469480.625000 Penalty: 4713.789062
	Iteration 1F: 3 clusters Score -1469481 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1469867.125000 Penalty: 4713.789062
	Iteration 2F: 3 clusters Score -1469867 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1470259.875000 Penalty: 4713.789062
	Iteration 3F: 3 clusters Score -1470260 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1470671.750000 Penalty: 4713.789062
	Iteration 4Q: 3 clusters Score -1470672 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1471085.625000 Penalty: 4713.789062
	Iteration 5F: 3 clusters Score -1471086 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1471448.750000 Penalty: 4713.789062
	Iteration 6F: 3 clusters Score -1471449 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1471735.125000 Penalty: 4713.789062
	Iteration 7Q: 3 clusters Score -1471735 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1471970.500000 Penalty: 4713.789062
	Iteration 8Q: 3 clusters Score -1471970 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1472178.625000 Penalty: 4713.789062
	Iteration 9Q: 3 clusters Score -1472179 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1472389.375000 Penalty: 4713.789062
	Iteration 10Q: 3 clusters Score -1472389 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1472566.500000 Penalty: 4713.789062
	Iteration 11Q: 3 clusters Score -1472566 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1472741.875000 Penalty: 4713.789062
	Iteration 12Q: 3 clusters Score -1472742 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1472888.625000 Penalty: 4713.789062
	Iteration 13Q: 3 clusters Score -1472889 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1473001.625000 Penalty: 4713.789062
	Iteration 14Q: 3 clusters Score -1473002 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1473086.125000 Penalty: 4713.789062
	Iteration 15Q: 3 clusters Score -1473086 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1473155.875000 Penalty: 4713.789062
	Iteration 16Q: 3 clusters Score -1473156 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1473225.875000 Penalty: 4713.789062
	Iteration 17Q: 3 clusters Score -1473226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1473282.125000 Penalty: 4713.789062
	Iteration 18Q: 3 clusters Score -1473282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1473324.125000 Penalty: 4713.789062
	Iteration 19Q: 3 clusters Score -1473324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1473353.750000 Penalty: 4713.789062
	Iteration 20F: 3 clusters Score -1473354 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1473383.625000 Penalty: 4713.789062
	Iteration 21Q: 3 clusters Score -1473384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1473412.750000 Penalty: 4713.789062
	Iteration 22Q: 3 clusters Score -1473413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1473429.625000 Penalty: 4713.789062
	Iteration 23Q: 3 clusters Score -1473430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1473438.250000 Penalty: 4713.789062
	Iteration 24Q: 3 clusters Score -1473438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1473446.000000 Penalty: 4713.789062
	Iteration 25Q: 3 clusters Score -1473446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1473457.625000 Penalty: 4713.789062
	Iteration 26Q: 3 clusters Score -1473458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1473473.250000 Penalty: 4713.789062
	Iteration 27Q: 3 clusters Score -1473473 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1473484.000000 Penalty: 4713.789062
	Iteration 28Q: 3 clusters Score -1473484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1473491.875000 Penalty: 4713.789062
	Iteration 29Q: 3 clusters Score -1473492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1473496.000000 Penalty: 4713.789062
	Iteration 30Q: 3 clusters Score -1473496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1473510.625000 Penalty: 4713.789062
	Iteration 31Q: 3 clusters Score -1473511 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1473525.875000 Penalty: 4713.789062
	Iteration 32Q: 3 clusters Score -1473526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1473534.500000 Penalty: 4713.789062
	Iteration 33Q: 3 clusters Score -1473534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1473548.875000 Penalty: 4713.789062
	Iteration 34Q: 3 clusters Score -1473549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1473554.875000 Penalty: 4713.789062
	Iteration 35Q: 3 clusters Score -1473555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1473561.125000 Penalty: 4713.789062
	Iteration 36Q: 3 clusters Score -1473561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1473565.750000 Penalty: 4713.789062
	Iteration 37Q: 3 clusters Score -1473566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1473571.000000 Penalty: 4713.789062
	Iteration 38Q: 3 clusters Score -1473571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1473580.750000 Penalty: 4713.789062
	Iteration 39Q: 3 clusters Score -1473581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1473582.125000 Penalty: 4713.789062
	Iteration 40F: 3 clusters Score -1473582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1473585.500000 Penalty: 4713.789062
	Iteration 41Q: 3 clusters Score -1473586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1473589.375000 Penalty: 4713.789062
	Iteration 42Q: 3 clusters Score -1473589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1473589.250000 Penalty: 4713.789062
	Iteration 43Q: 3 clusters Score -1473589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1473600.625000 Penalty: 4713.789062
	Iteration 44Q: 3 clusters Score -1473601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1473611.000000 Penalty: 4713.789062
	Iteration 45Q: 3 clusters Score -1473611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1473613.625000 Penalty: 4713.789062
	Iteration 46Q: 3 clusters Score -1473614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1473619.375000 Penalty: 4713.789062
	Iteration 47Q: 3 clusters Score -1473619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1473621.500000 Penalty: 4713.789062
	Iteration 48Q: 3 clusters Score -1473622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1473631.875000 Penalty: 4713.789062
	Iteration 49Q: 3 clusters Score -1473632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1473636.875000 Penalty: 4713.789062
	Iteration 50Q: 3 clusters Score -1473637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1473644.875000 Penalty: 4713.789062
	Iteration 51Q: 3 clusters Score -1473645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1473645.875000 Penalty: 4713.789062
	Iteration 52Q: 3 clusters Score -1473646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1473653.125000 Penalty: 4713.789062
	Iteration 53Q: 3 clusters Score -1473653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1473660.500000 Penalty: 4713.789062
	Iteration 54Q: 3 clusters Score -1473660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1473659.250000 Penalty: 4713.789062
	Iteration 55Q: 3 clusters Score -1473659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1473669.250000 Penalty: 4713.789062
	Iteration 56Q: 3 clusters Score -1473669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1473674.875000 Penalty: 4713.789062
	Iteration 57Q: 3 clusters Score -1473675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1473680.250000 Penalty: 4713.789062
	Iteration 58Q: 3 clusters Score -1473680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1473680.875000 Penalty: 4713.789062
	Iteration 59Q: 3 clusters Score -1473681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1473684.625000 Penalty: 4713.789062
	Iteration 60F: 3 clusters Score -1473685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1473683.625000 Penalty: 4713.789062
	Iteration 61Q: 3 clusters Score -1473684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1473689.125000 Penalty: 4713.789062
	Iteration 62Q: 3 clusters Score -1473689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1473692.000000 Penalty: 4713.789062
	Iteration 63Q: 3 clusters Score -1473692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1473694.000000 Penalty: 4713.789062
	Iteration 64Q: 3 clusters Score -1473694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1473704.500000 Penalty: 4713.789062
	Iteration 65Q: 3 clusters Score -1473704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1473714.750000 Penalty: 4713.789062
	Iteration 66Q: 3 clusters Score -1473715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1473736.125000 Penalty: 4713.789062
	Iteration 67Q: 3 clusters Score -1473736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1473743.625000 Penalty: 4713.789062
	Iteration 68Q: 3 clusters Score -1473744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1473756.500000 Penalty: 4713.789062
	Iteration 69Q: 3 clusters Score -1473756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1473769.250000 Penalty: 4713.789062
	Iteration 70Q: 3 clusters Score -1473769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1473776.500000 Penalty: 4713.789062
	Iteration 71Q: 3 clusters Score -1473776 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1473787.250000 Penalty: 4713.789062
	Iteration 72Q: 3 clusters Score -1473787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1473805.250000 Penalty: 4713.789062
	Iteration 73Q: 3 clusters Score -1473805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1473814.250000 Penalty: 4713.789062
	Iteration 74Q: 3 clusters Score -1473814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1473824.000000 Penalty: 4713.789062
	Iteration 75Q: 3 clusters Score -1473824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1473834.000000 Penalty: 4713.789062
	Iteration 76Q: 3 clusters Score -1473834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1473845.500000 Penalty: 4713.789062
	Iteration 77Q: 3 clusters Score -1473846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1473855.125000 Penalty: 4713.789062
	Iteration 78Q: 3 clusters Score -1473855 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1473857.875000 Penalty: 4713.789062
	Iteration 79Q: 3 clusters Score -1473858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1473866.750000 Penalty: 4713.789062
	Iteration 80F: 3 clusters Score -1473867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1473872.125000 Penalty: 4713.789062
	Iteration 81Q: 3 clusters Score -1473872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1473881.000000 Penalty: 4713.789062
	Iteration 82Q: 3 clusters Score -1473881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1473889.000000 Penalty: 4713.789062
	Iteration 83Q: 3 clusters Score -1473889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1473900.750000 Penalty: 4713.789062
	Iteration 84Q: 3 clusters Score -1473901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1473914.375000 Penalty: 4713.789062
	Iteration 85Q: 3 clusters Score -1473914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1473926.750000 Penalty: 4713.789062
	Iteration 86Q: 3 clusters Score -1473927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1473941.875000 Penalty: 4713.789062
	Iteration 87Q: 3 clusters Score -1473942 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1473953.375000 Penalty: 4713.789062
	Iteration 88Q: 3 clusters Score -1473953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1473962.625000 Penalty: 4713.789062
	Iteration 89Q: 3 clusters Score -1473963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1473973.125000 Penalty: 4713.789062
	Iteration 90Q: 3 clusters Score -1473973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1473978.750000 Penalty: 4713.789062
	Iteration 91Q: 3 clusters Score -1473979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1473988.750000 Penalty: 4713.789062
	Iteration 92Q: 3 clusters Score -1473989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1473992.125000 Penalty: 4713.789062
	Iteration 93Q: 3 clusters Score -1473992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1474001.125000 Penalty: 4713.789062
	Iteration 94Q: 3 clusters Score -1474001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1474007.625000 Penalty: 4713.789062
	Iteration 95Q: 3 clusters Score -1474008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1474017.375000 Penalty: 4713.789062
	Iteration 96Q: 3 clusters Score -1474017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1474026.125000 Penalty: 4713.789062
	Iteration 97Q: 3 clusters Score -1474026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1474036.750000 Penalty: 4713.789062
	Iteration 98Q: 3 clusters Score -1474037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1474046.750000 Penalty: 4713.789062
	Iteration 99Q: 3 clusters Score -1474047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1474054.875000 Penalty: 4713.789062
	Iteration 100F: 3 clusters Score -1474055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1474064.875000 Penalty: 4713.789062
	Iteration 101Q: 3 clusters Score -1474065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1474079.625000 Penalty: 4713.789062
	Iteration 102Q: 3 clusters Score -1474080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1474089.750000 Penalty: 4713.789062
	Iteration 103Q: 3 clusters Score -1474090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1474095.125000 Penalty: 4713.789062
	Iteration 104Q: 3 clusters Score -1474095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1474101.000000 Penalty: 4713.789062
	Iteration 105Q: 3 clusters Score -1474101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1474110.375000 Penalty: 4713.789062
	Iteration 106Q: 3 clusters Score -1474110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1474110.875000 Penalty: 4713.789062
	Iteration 107Q: 3 clusters Score -1474111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1474120.875000 Penalty: 4713.789062
	Iteration 108Q: 3 clusters Score -1474121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1474128.625000 Penalty: 4713.789062
	Iteration 109Q: 3 clusters Score -1474129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1474140.375000 Penalty: 4713.789062
	Iteration 110Q: 3 clusters Score -1474140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1474149.875000 Penalty: 4713.789062
	Iteration 111Q: 3 clusters Score -1474150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1474158.625000 Penalty: 4713.789062
	Iteration 112Q: 3 clusters Score -1474159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1474166.250000 Penalty: 4713.789062
	Iteration 113Q: 3 clusters Score -1474166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1474179.375000 Penalty: 4713.789062
	Iteration 114Q: 3 clusters Score -1474179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1474192.500000 Penalty: 4713.789062
	Iteration 115Q: 3 clusters Score -1474192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1474203.250000 Penalty: 4713.789062
	Iteration 116Q: 3 clusters Score -1474203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1474218.875000 Penalty: 4713.789062
	Iteration 117Q: 3 clusters Score -1474219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1474232.500000 Penalty: 4713.789062
	Iteration 118Q: 3 clusters Score -1474232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1474250.375000 Penalty: 4713.789062
	Iteration 119Q: 3 clusters Score -1474250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1474262.125000 Penalty: 4713.789062
	Iteration 120F: 3 clusters Score -1474262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1474272.875000 Penalty: 4713.789062
	Iteration 121Q: 3 clusters Score -1474273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1474285.375000 Penalty: 4713.789062
	Iteration 122Q: 3 clusters Score -1474285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1474293.000000 Penalty: 4713.789062
	Iteration 123Q: 3 clusters Score -1474293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1474301.500000 Penalty: 4713.789062
	Iteration 124Q: 3 clusters Score -1474302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1474304.000000 Penalty: 4713.789062
	Iteration 125Q: 3 clusters Score -1474304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1474316.500000 Penalty: 4713.789062
	Iteration 126Q: 3 clusters Score -1474316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1474320.500000 Penalty: 4713.789062
	Iteration 127Q: 3 clusters Score -1474320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1474332.250000 Penalty: 4713.789062
	Iteration 128Q: 3 clusters Score -1474332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1474335.125000 Penalty: 4713.789062
	Iteration 129Q: 3 clusters Score -1474335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1474334.750000 Penalty: 4713.789062
	Iteration 130Q: 3 clusters Score -1474335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1474337.500000 Penalty: 4713.789062
	Iteration 131Q: 3 clusters Score -1474338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1474337.750000 Penalty: 4713.789062
	Iteration 132Q: 3 clusters Score -1474338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1474338.625000 Penalty: 4713.789062
	Iteration 133Q: 3 clusters Score -1474339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1474339.500000 Penalty: 4713.789062
	Iteration 134Q: 3 clusters Score -1474340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1474341.250000 Penalty: 4713.789062
	Iteration 135Q: 3 clusters Score -1474341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1474345.500000 Penalty: 4713.789062
	Iteration 136Q: 3 clusters Score -1474346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1474349.625000 Penalty: 4713.789062
	Iteration 137Q: 3 clusters Score -1474350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1474353.875000 Penalty: 4713.789062
	Iteration 138Q: 3 clusters Score -1474354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1474356.625000 Penalty: 4713.789062
	Iteration 139Q: 3 clusters Score -1474357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1474359.750000 Penalty: 4713.789062
	Iteration 140F: 3 clusters Score -1474360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1474359.250000 Penalty: 4713.789062
	Iteration 141Q: 3 clusters Score -1474359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1474361.625000 Penalty: 4713.789062
	Iteration 142Q: 3 clusters Score -1474362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1474367.625000 Penalty: 4713.789062
	Iteration 143Q: 3 clusters Score -1474368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1474372.500000 Penalty: 4713.789062
	Iteration 144Q: 3 clusters Score -1474372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -1474372.875000 Penalty: 4713.789062
	Iteration 145Q: 3 clusters Score -1474373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1474372.625000 Penalty: 4713.789062
	Iteration 146Q: 3 clusters Score -1474373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1474371.875000 Penalty: 4713.789062
	Iteration 147Q: 3 clusters Score -1474372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1474373.500000 Penalty: 4713.789062
	Iteration 148Q: 3 clusters Score -1474374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1474376.875000 Penalty: 4713.789062
	Iteration 149Q: 3 clusters Score -1474377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1474380.250000 Penalty: 4713.789062
	Iteration 150Q: 3 clusters Score -1474380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1474380.625000 Penalty: 4713.789062
	Iteration 151Q: 3 clusters Score -1474381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1474380.625000 Penalty: 4713.789062
	Iteration 152F: 3 clusters Score -1474381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Entering Unmasked Estep 
Score: -3892580.500000 Penalty: 2592.986084
	Iteration 0F: 2 clusters Score -3892580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3868998.000000 Penalty: 5185.972168
	Iteration 0F: 3 clusters Score -3868998 nChanged 15648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3877477.750000 Penalty: 5185.972168
	Iteration 1F: 3 clusters Score -3877478 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3878205.750000 Penalty: 5185.972168
	Iteration 2F: 3 clusters Score -3878206 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3878972.500000 Penalty: 5185.972168
	Iteration 3Q: 3 clusters Score -3878972 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3879839.000000 Penalty: 5185.972168
	Iteration 4Q: 3 clusters Score -3879839 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3880819.500000 Penalty: 5185.972168
	Iteration 5F: 3 clusters Score -3880820 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -3882016.500000 Penalty: 5185.972168
	Iteration 6F: 3 clusters Score -3882016 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3883418.750000 Penalty: 5185.972168
	Iteration 7F: 3 clusters Score -3883419 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3884766.000000 Penalty: 5185.972168
	Iteration 8F: 3 clusters Score -3884766 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3886005.250000 Penalty: 5185.972168
	Iteration 9F: 3 clusters Score -3886005 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3887080.000000 Penalty: 5185.972168
	Iteration 10Q: 3 clusters Score -3887080 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3887993.500000 Penalty: 5185.972168
	Iteration 11Q: 3 clusters Score -3887994 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3888632.000000 Penalty: 5185.972168
	Iteration 12Q: 3 clusters Score -3888632 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3889128.500000 Penalty: 5185.972168
	Iteration 13Q: 3 clusters Score -3889128 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3889490.500000 Penalty: 5185.972168
	Iteration 14Q: 3 clusters Score -3889490 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3889780.250000 Penalty: 5185.972168
	Iteration 15Q: 3 clusters Score -3889780 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3889993.500000 Penalty: 5185.972168
	Iteration 16Q: 3 clusters Score -3889994 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3890157.750000 Penalty: 5185.972168
	Iteration 17Q: 3 clusters Score -3890158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3890285.000000 Penalty: 5185.972168
	Iteration 18Q: 3 clusters Score -3890285 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3890402.000000 Penalty: 5185.972168
	Iteration 19Q: 3 clusters Score -3890402 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -3890481.500000 Penalty: 5185.972168
	Iteration 20F: 3 clusters Score -3890482 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -3890566.750000 Penalty: 5185.972168
	Iteration 21Q: 3 clusters Score -3890567 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -3890654.500000 Penalty: 5185.972168
	Iteration 22Q: 3 clusters Score -3890654 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -3890772.250000 Penalty: 5185.972168
	Iteration 23Q: 3 clusters Score -3890772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -3890863.000000 Penalty: 5185.972168
	Iteration 24Q: 3 clusters Score -3890863 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3890929.000000 Penalty: 5185.972168
	Iteration 25Q: 3 clusters Score -3890929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -3890952.500000 Penalty: 5185.972168
	Iteration 26Q: 3 clusters Score -3890952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -3890977.500000 Penalty: 5185.972168
	Iteration 27Q: 3 clusters Score -3890978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -3890997.500000 Penalty: 5185.972168
	Iteration 28Q: 3 clusters Score -3890998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -3891000.750000 Penalty: 5185.972168
	Iteration 29Q: 3 clusters Score -3891001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3891006.500000 Penalty: 5185.972168
	Iteration 30Q: 3 clusters Score -3891006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -3891017.750000 Penalty: 5185.972168
	Iteration 31Q: 3 clusters Score -3891018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -3891024.500000 Penalty: 5185.972168
	Iteration 32Q: 3 clusters Score -3891024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -3891032.500000 Penalty: 5185.972168
	Iteration 33Q: 3 clusters Score -3891032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3891038.000000 Penalty: 5185.972168
	Iteration 34Q: 3 clusters Score -3891038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3891041.000000 Penalty: 5185.972168
	Iteration 35Q: 3 clusters Score -3891041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -3891038.500000 Penalty: 5185.972168
	Iteration 36Q: 3 clusters Score -3891038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3891034.000000 Penalty: 5185.972168
	Iteration 37Q: 3 clusters Score -3891034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -3891032.500000 Penalty: 5185.972168
	Iteration 38Q: 3 clusters Score -3891032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -3891032.500000 Penalty: 5185.972168
	Iteration 39F: 3 clusters Score -3891032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Entering Unmasked Estep 
Score: -388875.593750 Penalty: 2035.570801
	Iteration 0F: 2 clusters Score -388875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -385332.000000 Penalty: 4071.141602
	Iteration 0F: 3 clusters Score -385332 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -386750.312500 Penalty: 4071.141602
	Iteration 1F: 3 clusters Score -386750.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -387607.250000 Penalty: 4071.141602
	Iteration 2F: 3 clusters Score -387607.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -388252.468750 Penalty: 4071.141602
	Iteration 3F: 3 clusters Score -388252.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -388674.781250 Penalty: 4071.141602
	Iteration 4F: 3 clusters Score -388674.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -388845.343750 Penalty: 4071.141602
	Iteration 5Q: 3 clusters Score -388845.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -388932.343750 Penalty: 4071.141602
	Iteration 6Q: 3 clusters Score -388932.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -388973.625000 Penalty: 4071.141602
	Iteration 7Q: 3 clusters Score -388973.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -389001.000000 Penalty: 4071.141602
	Iteration 8Q: 3 clusters Score -389001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -389022.250000 Penalty: 4071.141602
	Iteration 9Q: 3 clusters Score -389022.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -389034.000000 Penalty: 4071.141602
	Iteration 10Q: 3 clusters Score -389034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -389047.781250 Penalty: 4071.141602
	Iteration 11Q: 3 clusters Score -389047.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -389052.562500 Penalty: 4071.141602
	Iteration 12Q: 3 clusters Score -389052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -389054.343750 Penalty: 4071.141602
	Iteration 13Q: 3 clusters Score -389054.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -389056.812500 Penalty: 4071.141602
	Iteration 14Q: 3 clusters Score -389056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -389057.312500 Penalty: 4071.141602
	Iteration 15Q: 3 clusters Score -389057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -389059.687500 Penalty: 4071.141602
	Iteration 16Q: 3 clusters Score -389059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -389060.656250 Penalty: 4071.141602
	Iteration 17Q: 3 clusters Score -389060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -389060.968750 Penalty: 4071.141602
	Iteration 18Q: 3 clusters Score -389061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -389060.968750 Penalty: 4071.141602
	Iteration 19F: 3 clusters Score -389061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41507 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178895 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32038 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142507 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117822 members 
Mstep: Class 18 contains 22134 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 168408 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 189277 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38531 members 
Mstep: Class 30 contains 223964 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37659 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58229 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13912 members 
Mstep: Class 41 contains 923 members 
Entering Unmasked Estep 
Score: -225984208.000000 Penalty: 147590.875000
Splitting cluster 25 changes total score from -225985280.000000 to -225984208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (189277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189277 members 
Entering Unmasked Estep 
Score: -22085214.000000 Penalty: 3013.439697
	Iteration 0F: 2 clusters Score -2.208521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94945 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -21962072.000000 Penalty: 6026.879395
	Iteration 0F: 3 clusters Score -2.196207e+07 nChanged 90902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101479 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -22015710.000000 Penalty: 6026.879395
	Iteration 1F: 3 clusters Score -2.201571e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -22017566.000000 Penalty: 6026.879395
	Iteration 2Q: 3 clusters Score -2.201757e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112922 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -22021206.000000 Penalty: 6026.879395
	Iteration 3Q: 3 clusters Score -2.202121e+07 nChanged 11624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123298 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -22027848.000000 Penalty: 6026.879395
	Iteration 4F: 3 clusters Score -2.202785e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136980 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -22038448.000000 Penalty: 6026.879395
	Iteration 5F: 3 clusters Score -2.203845e+07 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152530 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -22051864.000000 Penalty: 6026.879395
	Iteration 6F: 3 clusters Score -2.205186e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -22064674.000000 Penalty: 6026.879395
	Iteration 7F: 3 clusters Score -2.206467e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177955 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -22074208.000000 Penalty: 6026.879395
	Iteration 8F: 3 clusters Score -2.207421e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184605 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -22079470.000000 Penalty: 6026.879395
	Iteration 9Q: 3 clusters Score -2.207947e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187563 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22081538.000000 Penalty: 6026.879395
	Iteration 10Q: 3 clusters Score -2.208154e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188541 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -22082130.000000 Penalty: 6026.879395
	Iteration 11Q: 3 clusters Score -2.208213e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188828 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22082366.000000 Penalty: 6026.879395
	Iteration 12Q: 3 clusters Score -2.208237e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188906 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22082506.000000 Penalty: 6026.879395
	Iteration 13Q: 3 clusters Score -2.208251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188950 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22082548.000000 Penalty: 6026.879395
	Iteration 14Q: 3 clusters Score -2.208255e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188965 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22082574.000000 Penalty: 6026.879395
	Iteration 15Q: 3 clusters Score -2.208257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22082632.000000 Penalty: 6026.879395
	Iteration 16Q: 3 clusters Score -2.208263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188974 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -22082656.000000 Penalty: 6026.879395
	Iteration 17Q: 3 clusters Score -2.208266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188983 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22082654.000000 Penalty: 6026.879395
	Iteration 18Q: 3 clusters Score -2.208265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188986 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22082696.000000 Penalty: 6026.879395
	Iteration 19Q: 3 clusters Score -2.20827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188989 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -22082696.000000 Penalty: 6026.879395
	Iteration 20F: 3 clusters Score -2.20827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188991 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22082712.000000 Penalty: 6026.879395
	Iteration 21Q: 3 clusters Score -2.208271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188993 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22082718.000000 Penalty: 6026.879395
	Iteration 22Q: 3 clusters Score -2.208272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22082718.000000 Penalty: 6026.879395
	Iteration 23Q: 3 clusters Score -2.208272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22082724.000000 Penalty: 6026.879395
	Iteration 24Q: 3 clusters Score -2.208272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188994 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22082720.000000 Penalty: 6026.879395
	Iteration 25Q: 3 clusters Score -2.208272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22082726.000000 Penalty: 6026.879395
	Iteration 26Q: 3 clusters Score -2.208273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188991 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22082728.000000 Penalty: 6026.879395
	Iteration 27Q: 3 clusters Score -2.208273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188991 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22082728.000000 Penalty: 6026.879395
	Iteration 28F: 3 clusters Score -2.208273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Entering Unmasked Estep 
Score: -724314.875000 Penalty: 2178.851562
	Iteration 0F: 2 clusters Score -724314.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -718876.687500 Penalty: 4357.703125
	Iteration 0F: 3 clusters Score -718876.7 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -720452.062500 Penalty: 4357.703125
	Iteration 1F: 3 clusters Score -720452.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -720741.062500 Penalty: 4357.703125
	Iteration 2F: 3 clusters Score -720741.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -720926.187500 Penalty: 4357.703125
	Iteration 3F: 3 clusters Score -720926.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -721074.687500 Penalty: 4357.703125
	Iteration 4Q: 3 clusters Score -721074.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -721229.625000 Penalty: 4357.703125
	Iteration 5Q: 3 clusters Score -721229.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -721418.812500 Penalty: 4357.703125
	Iteration 6Q: 3 clusters Score -721418.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -721625.562500 Penalty: 4357.703125
	Iteration 7Q: 3 clusters Score -721625.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -721842.312500 Penalty: 4357.703125
	Iteration 8Q: 3 clusters Score -721842.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -722046.812500 Penalty: 4357.703125
	Iteration 9Q: 3 clusters Score -722046.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -722208.500000 Penalty: 4357.703125
	Iteration 10Q: 3 clusters Score -722208.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -722306.062500 Penalty: 4357.703125
	Iteration 11Q: 3 clusters Score -722306.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -722389.625000 Penalty: 4357.703125
	Iteration 12Q: 3 clusters Score -722389.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -722466.125000 Penalty: 4357.703125
	Iteration 13Q: 3 clusters Score -722466.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -722510.500000 Penalty: 4357.703125
	Iteration 14Q: 3 clusters Score -722510.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -722537.375000 Penalty: 4357.703125
	Iteration 15Q: 3 clusters Score -722537.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -722559.625000 Penalty: 4357.703125
	Iteration 16Q: 3 clusters Score -722559.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -722582.125000 Penalty: 4357.703125
	Iteration 17Q: 3 clusters Score -722582.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -722599.687500 Penalty: 4357.703125
	Iteration 18Q: 3 clusters Score -722599.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -722613.312500 Penalty: 4357.703125
	Iteration 19Q: 3 clusters Score -722613.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -722634.312500 Penalty: 4357.703125
	Iteration 20F: 3 clusters Score -722634.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -722650.687500 Penalty: 4357.703125
	Iteration 21Q: 3 clusters Score -722650.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -722669.625000 Penalty: 4357.703125
	Iteration 22Q: 3 clusters Score -722669.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -722687.875000 Penalty: 4357.703125
	Iteration 23Q: 3 clusters Score -722687.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -722699.250000 Penalty: 4357.703125
	Iteration 24Q: 3 clusters Score -722699.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -722704.562500 Penalty: 4357.703125
	Iteration 25Q: 3 clusters Score -722704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -722710.062500 Penalty: 4357.703125
	Iteration 26Q: 3 clusters Score -722710.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -722713.500000 Penalty: 4357.703125
	Iteration 27Q: 3 clusters Score -722713.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -722716.250000 Penalty: 4357.703125
	Iteration 28Q: 3 clusters Score -722716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -722719.687500 Penalty: 4357.703125
	Iteration 29Q: 3 clusters Score -722719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -722725.875000 Penalty: 4357.703125
	Iteration 30Q: 3 clusters Score -722725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -722734.000000 Penalty: 4357.703125
	Iteration 31Q: 3 clusters Score -722734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -722745.375000 Penalty: 4357.703125
	Iteration 32Q: 3 clusters Score -722745.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -722752.625000 Penalty: 4357.703125
	Iteration 33Q: 3 clusters Score -722752.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -722758.750000 Penalty: 4357.703125
	Iteration 34Q: 3 clusters Score -722758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -722759.625000 Penalty: 4357.703125
	Iteration 35Q: 3 clusters Score -722759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -722758.250000 Penalty: 4357.703125
	Iteration 36Q: 3 clusters Score -722758.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -722758.250000 Penalty: 4357.703125
	Iteration 37F: 3 clusters Score -722758.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Entering Unmasked Estep 
Score: -1059517.250000 Penalty: 2277.834717
	Iteration 0F: 2 clusters Score -1059517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1051995.125000 Penalty: 4555.669434
	Iteration 0F: 3 clusters Score -1051995 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1054066.250000 Penalty: 4555.669434
	Iteration 1F: 3 clusters Score -1054066 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1054352.500000 Penalty: 4555.669434
	Iteration 2F: 3 clusters Score -1054352 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1054547.125000 Penalty: 4555.669434
	Iteration 3Q: 3 clusters Score -1054547 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1054714.500000 Penalty: 4555.669434
	Iteration 4Q: 3 clusters Score -1054714 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1054882.250000 Penalty: 4555.669434
	Iteration 5Q: 3 clusters Score -1054882 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1055038.250000 Penalty: 4555.669434
	Iteration 6Q: 3 clusters Score -1055038 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1055198.375000 Penalty: 4555.669434
	Iteration 7Q: 3 clusters Score -1055198 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1055392.750000 Penalty: 4555.669434
	Iteration 8Q: 3 clusters Score -1055393 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1055640.000000 Penalty: 4555.669434
	Iteration 9Q: 3 clusters Score -1055640 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1055918.250000 Penalty: 4555.669434
	Iteration 10Q: 3 clusters Score -1055918 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1056273.750000 Penalty: 4555.669434
	Iteration 11F: 3 clusters Score -1056274 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1056640.750000 Penalty: 4555.669434
	Iteration 12F: 3 clusters Score -1056641 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1056974.500000 Penalty: 4555.669434
	Iteration 13F: 3 clusters Score -1056974 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1057222.500000 Penalty: 4555.669434
	Iteration 14Q: 3 clusters Score -1057222 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1057411.000000 Penalty: 4555.669434
	Iteration 15Q: 3 clusters Score -1057411 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1057532.625000 Penalty: 4555.669434
	Iteration 16Q: 3 clusters Score -1057533 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1057645.375000 Penalty: 4555.669434
	Iteration 17Q: 3 clusters Score -1057645 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1057728.250000 Penalty: 4555.669434
	Iteration 18Q: 3 clusters Score -1057728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1057788.750000 Penalty: 4555.669434
	Iteration 19Q: 3 clusters Score -1057789 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1057830.625000 Penalty: 4555.669434
	Iteration 20F: 3 clusters Score -1057831 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1057865.000000 Penalty: 4555.669434
	Iteration 21Q: 3 clusters Score -1057865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1057884.000000 Penalty: 4555.669434
	Iteration 22Q: 3 clusters Score -1057884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1057899.375000 Penalty: 4555.669434
	Iteration 23Q: 3 clusters Score -1057899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1057906.375000 Penalty: 4555.669434
	Iteration 24Q: 3 clusters Score -1057906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1057913.250000 Penalty: 4555.669434
	Iteration 25Q: 3 clusters Score -1057913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1057915.625000 Penalty: 4555.669434
	Iteration 26Q: 3 clusters Score -1057916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1057920.500000 Penalty: 4555.669434
	Iteration 27Q: 3 clusters Score -1057920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1057926.750000 Penalty: 4555.669434
	Iteration 28Q: 3 clusters Score -1057927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1057934.875000 Penalty: 4555.669434
	Iteration 29Q: 3 clusters Score -1057935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1057940.875000 Penalty: 4555.669434
	Iteration 30Q: 3 clusters Score -1057941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1057942.750000 Penalty: 4555.669434
	Iteration 31Q: 3 clusters Score -1057943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1057947.000000 Penalty: 4555.669434
	Iteration 32Q: 3 clusters Score -1057947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1057949.375000 Penalty: 4555.669434
	Iteration 33Q: 3 clusters Score -1057949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1057951.625000 Penalty: 4555.669434
	Iteration 34Q: 3 clusters Score -1057952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1057957.625000 Penalty: 4555.669434
	Iteration 35Q: 3 clusters Score -1057958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1057958.000000 Penalty: 4555.669434
	Iteration 36Q: 3 clusters Score -1057958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1057962.375000 Penalty: 4555.669434
	Iteration 37Q: 3 clusters Score -1057962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1057961.000000 Penalty: 4555.669434
	Iteration 38Q: 3 clusters Score -1057961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1057963.750000 Penalty: 4555.669434
	Iteration 39Q: 3 clusters Score -1057964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1057965.500000 Penalty: 4555.669434
	Iteration 40F: 3 clusters Score -1057966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1057966.250000 Penalty: 4555.669434
	Iteration 41Q: 3 clusters Score -1057966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1057967.750000 Penalty: 4555.669434
	Iteration 42Q: 3 clusters Score -1057968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1057967.500000 Penalty: 4555.669434
	Iteration 43Q: 3 clusters Score -1057968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1057968.375000 Penalty: 4555.669434
	Iteration 44Q: 3 clusters Score -1057968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1057969.500000 Penalty: 4555.669434
	Iteration 45Q: 3 clusters Score -1057970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1057968.500000 Penalty: 4555.669434
	Iteration 46Q: 3 clusters Score -1057968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1057968.625000 Penalty: 4555.669434
	Iteration 47Q: 3 clusters Score -1057969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1057968.750000 Penalty: 4555.669434
	Iteration 48Q: 3 clusters Score -1057969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1057970.250000 Penalty: 4555.669434
	Iteration 49Q: 3 clusters Score -1057970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1057970.250000 Penalty: 4555.669434
	Iteration 50Q: 3 clusters Score -1057970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1057970.250000 Penalty: 4555.669434
	Iteration 51Q: 3 clusters Score -1057970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1057971.125000 Penalty: 4555.669434
	Iteration 52Q: 3 clusters Score -1057971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1057972.375000 Penalty: 4555.669434
	Iteration 53Q: 3 clusters Score -1057972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1057974.625000 Penalty: 4555.669434
	Iteration 54Q: 3 clusters Score -1057975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1057975.500000 Penalty: 4555.669434
	Iteration 55Q: 3 clusters Score -1057976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1057975.875000 Penalty: 4555.669434
	Iteration 56Q: 3 clusters Score -1057976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1057974.750000 Penalty: 4555.669434
	Iteration 57Q: 3 clusters Score -1057975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1057975.750000 Penalty: 4555.669434
	Iteration 58Q: 3 clusters Score -1057976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1057975.750000 Penalty: 4555.669434
	Iteration 59F: 3 clusters Score -1057976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Entering Unmasked Estep 
Score: -4501370.500000 Penalty: 2618.686279
	Iteration 0F: 2 clusters Score -4501370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4475076.000000 Penalty: 5237.372559
	Iteration 0F: 3 clusters Score -4475076 nChanged 17635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -4484763.000000 Penalty: 5237.372559
	Iteration 1F: 3 clusters Score -4484763 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4485354.500000 Penalty: 5237.372559
	Iteration 2Q: 3 clusters Score -4485354 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4486007.000000 Penalty: 5237.372559
	Iteration 3Q: 3 clusters Score -4486007 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4486690.000000 Penalty: 5237.372559
	Iteration 4Q: 3 clusters Score -4486690 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4487473.500000 Penalty: 5237.372559
	Iteration 5Q: 3 clusters Score -4487474 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4488432.500000 Penalty: 5237.372559
	Iteration 6Q: 3 clusters Score -4488432 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4489760.500000 Penalty: 5237.372559
	Iteration 7F: 3 clusters Score -4489760 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -4491543.500000 Penalty: 5237.372559
	Iteration 8F: 3 clusters Score -4491544 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4493486.500000 Penalty: 5237.372559
	Iteration 9F: 3 clusters Score -4493486 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -4495206.000000 Penalty: 5237.372559
	Iteration 10F: 3 clusters Score -4495206 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -4496483.500000 Penalty: 5237.372559
	Iteration 11F: 3 clusters Score -4496484 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4497212.500000 Penalty: 5237.372559
	Iteration 12Q: 3 clusters Score -4497212 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4497662.500000 Penalty: 5237.372559
	Iteration 13Q: 3 clusters Score -4497662 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -4498038.000000 Penalty: 5237.372559
	Iteration 14Q: 3 clusters Score -4498038 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -4498356.000000 Penalty: 5237.372559
	Iteration 15Q: 3 clusters Score -4498356 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4498623.500000 Penalty: 5237.372559
	Iteration 16Q: 3 clusters Score -4498624 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4498895.000000 Penalty: 5237.372559
	Iteration 17Q: 3 clusters Score -4498895 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4499022.000000 Penalty: 5237.372559
	Iteration 18Q: 3 clusters Score -4499022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -4499137.500000 Penalty: 5237.372559
	Iteration 19Q: 3 clusters Score -4499138 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4499208.000000 Penalty: 5237.372559
	Iteration 20F: 3 clusters Score -4499208 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4499287.500000 Penalty: 5237.372559
	Iteration 21Q: 3 clusters Score -4499288 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -4499301.500000 Penalty: 5237.372559
	Iteration 22Q: 3 clusters Score -4499302 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -4499342.000000 Penalty: 5237.372559
	Iteration 23Q: 3 clusters Score -4499342 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4499357.500000 Penalty: 5237.372559
	Iteration 24Q: 3 clusters Score -4499358 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4499377.000000 Penalty: 5237.372559
	Iteration 25Q: 3 clusters Score -4499377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4499395.000000 Penalty: 5237.372559
	Iteration 26Q: 3 clusters Score -4499395 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -4499397.000000 Penalty: 5237.372559
	Iteration 27Q: 3 clusters Score -4499397 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -4499412.000000 Penalty: 5237.372559
	Iteration 28Q: 3 clusters Score -4499412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4499417.000000 Penalty: 5237.372559
	Iteration 29Q: 3 clusters Score -4499417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -4499428.000000 Penalty: 5237.372559
	Iteration 30Q: 3 clusters Score -4499428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4499434.500000 Penalty: 5237.372559
	Iteration 31Q: 3 clusters Score -4499434 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4499450.500000 Penalty: 5237.372559
	Iteration 32Q: 3 clusters Score -4499450 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -4499472.000000 Penalty: 5237.372559
	Iteration 33Q: 3 clusters Score -4499472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -4499492.000000 Penalty: 5237.372559
	Iteration 34Q: 3 clusters Score -4499492 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -4499493.500000 Penalty: 5237.372559
	Iteration 35Q: 3 clusters Score -4499494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -4499497.000000 Penalty: 5237.372559
	Iteration 36Q: 3 clusters Score -4499497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4499511.500000 Penalty: 5237.372559
	Iteration 37Q: 3 clusters Score -4499512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4499517.500000 Penalty: 5237.372559
	Iteration 38Q: 3 clusters Score -4499518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -4499508.500000 Penalty: 5237.372559
	Iteration 39Q: 3 clusters Score -4499508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4499524.000000 Penalty: 5237.372559
	Iteration 40F: 3 clusters Score -4499524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4499535.500000 Penalty: 5237.372559
	Iteration 41Q: 3 clusters Score -4499536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4499538.000000 Penalty: 5237.372559
	Iteration 42Q: 3 clusters Score -4499538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4499550.000000 Penalty: 5237.372559
	Iteration 43Q: 3 clusters Score -4499550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -4499545.500000 Penalty: 5237.372559
	Iteration 44Q: 3 clusters Score -4499546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -4499533.000000 Penalty: 5237.372559
	Iteration 45Q: 3 clusters Score -4499533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -4499535.500000 Penalty: 5237.372559
	Iteration 46Q: 3 clusters Score -4499536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -4499540.000000 Penalty: 5237.372559
	Iteration 47Q: 3 clusters Score -4499540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4499556.500000 Penalty: 5237.372559
	Iteration 48Q: 3 clusters Score -4499556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -4499555.500000 Penalty: 5237.372559
	Iteration 49Q: 3 clusters Score -4499556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4499566.000000 Penalty: 5237.372559
	Iteration 50Q: 3 clusters Score -4499566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4499570.500000 Penalty: 5237.372559
	Iteration 51Q: 3 clusters Score -4499570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4499578.000000 Penalty: 5237.372559
	Iteration 52Q: 3 clusters Score -4499578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -4499574.000000 Penalty: 5237.372559
	Iteration 53Q: 3 clusters Score -4499574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -4499575.500000 Penalty: 5237.372559
	Iteration 54Q: 3 clusters Score -4499576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4499576.500000 Penalty: 5237.372559
	Iteration 55Q: 3 clusters Score -4499576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4499583.000000 Penalty: 5237.372559
	Iteration 56Q: 3 clusters Score -4499583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -4499583.000000 Penalty: 5237.372559
	Iteration 57Q: 3 clusters Score -4499583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4499579.000000 Penalty: 5237.372559
	Iteration 58Q: 3 clusters Score -4499579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -4499581.000000 Penalty: 5237.372559
	Iteration 59Q: 3 clusters Score -4499581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -4499588.000000 Penalty: 5237.372559
	Iteration 60F: 3 clusters Score -4499588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -4499593.500000 Penalty: 5237.372559
	Iteration 61Q: 3 clusters Score -4499594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -4499591.000000 Penalty: 5237.372559
	Iteration 62Q: 3 clusters Score -4499591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -4499599.000000 Penalty: 5237.372559
	Iteration 63Q: 3 clusters Score -4499599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4499615.000000 Penalty: 5237.372559
	Iteration 64Q: 3 clusters Score -4499615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4499612.000000 Penalty: 5237.372559
	Iteration 65Q: 3 clusters Score -4499612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -4499621.000000 Penalty: 5237.372559
	Iteration 66Q: 3 clusters Score -4499621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -4499619.000000 Penalty: 5237.372559
	Iteration 67Q: 3 clusters Score -4499619 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4499633.500000 Penalty: 5237.372559
	Iteration 68Q: 3 clusters Score -4499634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -4499637.500000 Penalty: 5237.372559
	Iteration 69Q: 3 clusters Score -4499638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4499648.500000 Penalty: 5237.372559
	Iteration 70Q: 3 clusters Score -4499648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4499657.500000 Penalty: 5237.372559
	Iteration 71Q: 3 clusters Score -4499658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -4499668.500000 Penalty: 5237.372559
	Iteration 72Q: 3 clusters Score -4499668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4499664.500000 Penalty: 5237.372559
	Iteration 73Q: 3 clusters Score -4499664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4499665.500000 Penalty: 5237.372559
	Iteration 74Q: 3 clusters Score -4499666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4499678.000000 Penalty: 5237.372559
	Iteration 75Q: 3 clusters Score -4499678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -4499684.000000 Penalty: 5237.372559
	Iteration 76Q: 3 clusters Score -4499684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -4499682.500000 Penalty: 5237.372559
	Iteration 77Q: 3 clusters Score -4499682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4499691.500000 Penalty: 5237.372559
	Iteration 78Q: 3 clusters Score -4499692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -4499688.000000 Penalty: 5237.372559
	Iteration 79Q: 3 clusters Score -4499688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -4499693.500000 Penalty: 5237.372559
	Iteration 80F: 3 clusters Score -4499694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4499700.500000 Penalty: 5237.372559
	Iteration 81Q: 3 clusters Score -4499700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4499707.500000 Penalty: 5237.372559
	Iteration 82Q: 3 clusters Score -4499708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4499705.500000 Penalty: 5237.372559
	Iteration 83Q: 3 clusters Score -4499706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4499715.500000 Penalty: 5237.372559
	Iteration 84Q: 3 clusters Score -4499716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4499720.000000 Penalty: 5237.372559
	Iteration 85Q: 3 clusters Score -4499720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4499712.500000 Penalty: 5237.372559
	Iteration 86Q: 3 clusters Score -4499712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4499709.000000 Penalty: 5237.372559
	Iteration 87Q: 3 clusters Score -4499709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -4499709.000000 Penalty: 5237.372559
	Iteration 88Q: 3 clusters Score -4499709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4499709.500000 Penalty: 5237.372559
	Iteration 89Q: 3 clusters Score -4499710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4499709.000000 Penalty: 5237.372559
	Iteration 90Q: 3 clusters Score -4499709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -4499715.500000 Penalty: 5237.372559
	Iteration 91Q: 3 clusters Score -4499716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -4499717.000000 Penalty: 5237.372559
	Iteration 92Q: 3 clusters Score -4499717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4499718.000000 Penalty: 5237.372559
	Iteration 93Q: 3 clusters Score -4499718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4499714.500000 Penalty: 5237.372559
	Iteration 94Q: 3 clusters Score -4499714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -4499715.000000 Penalty: 5237.372559
	Iteration 95Q: 3 clusters Score -4499715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4499717.500000 Penalty: 5237.372559
	Iteration 96Q: 3 clusters Score -4499718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -4499724.500000 Penalty: 5237.372559
	Iteration 97Q: 3 clusters Score -4499724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -4499725.500000 Penalty: 5237.372559
	Iteration 98Q: 3 clusters Score -4499726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -4499733.500000 Penalty: 5237.372559
	Iteration 99Q: 3 clusters Score -4499734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4499744.500000 Penalty: 5237.372559
	Iteration 100F: 3 clusters Score -4499744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4499747.500000 Penalty: 5237.372559
	Iteration 101Q: 3 clusters Score -4499748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -4499755.000000 Penalty: 5237.372559
	Iteration 102Q: 3 clusters Score -4499755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4499757.500000 Penalty: 5237.372559
	Iteration 103Q: 3 clusters Score -4499758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -4499755.500000 Penalty: 5237.372559
	Iteration 104Q: 3 clusters Score -4499756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4499753.500000 Penalty: 5237.372559
	Iteration 105Q: 3 clusters Score -4499754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -4499752.000000 Penalty: 5237.372559
	Iteration 106Q: 3 clusters Score -4499752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4499758.500000 Penalty: 5237.372559
	Iteration 107Q: 3 clusters Score -4499758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4499767.000000 Penalty: 5237.372559
	Iteration 108Q: 3 clusters Score -4499767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4499759.500000 Penalty: 5237.372559
	Iteration 109Q: 3 clusters Score -4499760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4499760.000000 Penalty: 5237.372559
	Iteration 110Q: 3 clusters Score -4499760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4499757.000000 Penalty: 5237.372559
	Iteration 111Q: 3 clusters Score -4499757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4499762.000000 Penalty: 5237.372559
	Iteration 112Q: 3 clusters Score -4499762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -4499761.000000 Penalty: 5237.372559
	Iteration 113Q: 3 clusters Score -4499761 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4499770.500000 Penalty: 5237.372559
	Iteration 114Q: 3 clusters Score -4499770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4499770.500000 Penalty: 5237.372559
	Iteration 115Q: 3 clusters Score -4499770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4499776.000000 Penalty: 5237.372559
	Iteration 116Q: 3 clusters Score -4499776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -4499785.000000 Penalty: 5237.372559
	Iteration 117Q: 3 clusters Score -4499785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4499788.500000 Penalty: 5237.372559
	Iteration 118Q: 3 clusters Score -4499788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4499784.500000 Penalty: 5237.372559
	Iteration 119Q: 3 clusters Score -4499784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4499789.000000 Penalty: 5237.372559
	Iteration 120F: 3 clusters Score -4499789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -4499784.500000 Penalty: 5237.372559
	Iteration 121Q: 3 clusters Score -4499784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4499788.000000 Penalty: 5237.372559
	Iteration 122Q: 3 clusters Score -4499788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4499777.500000 Penalty: 5237.372559
	Iteration 123Q: 3 clusters Score -4499778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4499780.000000 Penalty: 5237.372559
	Iteration 124Q: 3 clusters Score -4499780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -4499781.000000 Penalty: 5237.372559
	Iteration 125Q: 3 clusters Score -4499781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4499781.500000 Penalty: 5237.372559
	Iteration 126Q: 3 clusters Score -4499782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -4499784.500000 Penalty: 5237.372559
	Iteration 127Q: 3 clusters Score -4499784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4499781.500000 Penalty: 5237.372559
	Iteration 128Q: 3 clusters Score -4499782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -4499782.000000 Penalty: 5237.372559
	Iteration 129Q: 3 clusters Score -4499782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -4499785.000000 Penalty: 5237.372559
	Iteration 130Q: 3 clusters Score -4499785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4499783.500000 Penalty: 5237.372559
	Iteration 131Q: 3 clusters Score -4499784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4499789.500000 Penalty: 5237.372559
	Iteration 132Q: 3 clusters Score -4499790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4499789.500000 Penalty: 5237.372559
	Iteration 133F: 3 clusters Score -4499790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (223964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223964 members 
Entering Unmasked Estep 
Score: -25951246.000000 Penalty: 3055.171631
	Iteration 0F: 2 clusters Score -2.595125e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112137 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -25808266.000000 Penalty: 6110.343262
	Iteration 0F: 3 clusters Score -2.580827e+07 nChanged 107795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115736 members 
Mstep: Class 2 contains 108228 members 
Entering Unmasked Estep 
Score: -25872000.000000 Penalty: 6110.343262
	Iteration 1F: 3 clusters Score -2.5872e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118120 members 
Mstep: Class 2 contains 105844 members 
Entering Unmasked Estep 
Score: -25873560.000000 Penalty: 6110.343262
	Iteration 2Q: 3 clusters Score -2.587356e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122077 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -25875812.000000 Penalty: 6110.343262
	Iteration 3Q: 3 clusters Score -2.587581e+07 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128140 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -25879384.000000 Penalty: 6110.343262
	Iteration 4Q: 3 clusters Score -2.587938e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137060 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -25885258.000000 Penalty: 6110.343262
	Iteration 5F: 3 clusters Score -2.588526e+07 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -25894440.000000 Penalty: 6110.343262
	Iteration 6F: 3 clusters Score -2.589444e+07 nChanged 16936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164461 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -25906556.000000 Penalty: 6110.343262
	Iteration 7F: 3 clusters Score -2.590656e+07 nChanged 16733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -25919000.000000 Penalty: 6110.343262
	Iteration 8F: 3 clusters Score -2.5919e+07 nChanged 14181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193801 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -25929028.000000 Penalty: 6110.343262
	Iteration 9F: 3 clusters Score -2.592903e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203852 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -25936190.000000 Penalty: 6110.343262
	Iteration 10Q: 3 clusters Score -2.593619e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210568 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -25941514.000000 Penalty: 6110.343262
	Iteration 11Q: 3 clusters Score -2.594151e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214551 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -25944648.000000 Penalty: 6110.343262
	Iteration 12Q: 3 clusters Score -2.594465e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216739 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -25946616.000000 Penalty: 6110.343262
	Iteration 13Q: 3 clusters Score -2.594662e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217914 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -25947762.000000 Penalty: 6110.343262
	Iteration 14Q: 3 clusters Score -2.594776e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218549 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -25948442.000000 Penalty: 6110.343262
	Iteration 15Q: 3 clusters Score -2.594844e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218921 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -25948858.000000 Penalty: 6110.343262
	Iteration 16Q: 3 clusters Score -2.594886e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219195 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -25949114.000000 Penalty: 6110.343262
	Iteration 17Q: 3 clusters Score -2.594911e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219449 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -25949290.000000 Penalty: 6110.343262
	Iteration 18Q: 3 clusters Score -2.594929e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219663 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -25949484.000000 Penalty: 6110.343262
	Iteration 19Q: 3 clusters Score -2.594948e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219814 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -25949602.000000 Penalty: 6110.343262
	Iteration 20F: 3 clusters Score -2.59496e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219912 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -25949686.000000 Penalty: 6110.343262
	Iteration 21Q: 3 clusters Score -2.594969e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219993 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -25949738.000000 Penalty: 6110.343262
	Iteration 22Q: 3 clusters Score -2.594974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220083 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -25949782.000000 Penalty: 6110.343262
	Iteration 23Q: 3 clusters Score -2.594978e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220137 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -25949836.000000 Penalty: 6110.343262
	Iteration 24Q: 3 clusters Score -2.594984e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220186 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -25949904.000000 Penalty: 6110.343262
	Iteration 25Q: 3 clusters Score -2.59499e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220225 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -25949968.000000 Penalty: 6110.343262
	Iteration 26Q: 3 clusters Score -2.594997e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220278 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -25950010.000000 Penalty: 6110.343262
	Iteration 27Q: 3 clusters Score -2.595001e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220309 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -25950042.000000 Penalty: 6110.343262
	Iteration 28Q: 3 clusters Score -2.595004e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220339 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -25950088.000000 Penalty: 6110.343262
	Iteration 29Q: 3 clusters Score -2.595009e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220369 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -25950166.000000 Penalty: 6110.343262
	Iteration 30Q: 3 clusters Score -2.595017e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220397 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -25950174.000000 Penalty: 6110.343262
	Iteration 31Q: 3 clusters Score -2.595017e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220430 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -25950202.000000 Penalty: 6110.343262
	Iteration 32Q: 3 clusters Score -2.59502e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220451 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -25950246.000000 Penalty: 6110.343262
	Iteration 33Q: 3 clusters Score -2.595025e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220470 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -25950242.000000 Penalty: 6110.343262
	Iteration 34Q: 3 clusters Score -2.595024e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220489 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -25950262.000000 Penalty: 6110.343262
	Iteration 35Q: 3 clusters Score -2.595026e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220498 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -25950308.000000 Penalty: 6110.343262
	Iteration 36Q: 3 clusters Score -2.595031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220504 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -25950314.000000 Penalty: 6110.343262
	Iteration 37Q: 3 clusters Score -2.595031e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220512 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -25950330.000000 Penalty: 6110.343262
	Iteration 38Q: 3 clusters Score -2.595033e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220523 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -25950328.000000 Penalty: 6110.343262
	Iteration 39Q: 3 clusters Score -2.595033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220532 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -25950340.000000 Penalty: 6110.343262
	Iteration 40F: 3 clusters Score -2.595034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220547 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -25950360.000000 Penalty: 6110.343262
	Iteration 41Q: 3 clusters Score -2.595036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220554 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -25950404.000000 Penalty: 6110.343262
	Iteration 42Q: 3 clusters Score -2.59504e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220566 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -25950424.000000 Penalty: 6110.343262
	Iteration 43Q: 3 clusters Score -2.595042e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220581 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -25950444.000000 Penalty: 6110.343262
	Iteration 44Q: 3 clusters Score -2.595044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220583 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -25950430.000000 Penalty: 6110.343262
	Iteration 45Q: 3 clusters Score -2.595043e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220583 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -25950404.000000 Penalty: 6110.343262
	Iteration 46Q: 3 clusters Score -2.59504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220587 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -25950410.000000 Penalty: 6110.343262
	Iteration 47Q: 3 clusters Score -2.595041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220594 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -25950402.000000 Penalty: 6110.343262
	Iteration 48Q: 3 clusters Score -2.59504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220596 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -25950418.000000 Penalty: 6110.343262
	Iteration 49Q: 3 clusters Score -2.595042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220596 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -25950432.000000 Penalty: 6110.343262
	Iteration 50Q: 3 clusters Score -2.595043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220597 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -25950424.000000 Penalty: 6110.343262
	Iteration 51Q: 3 clusters Score -2.595042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220595 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -25950430.000000 Penalty: 6110.343262
	Iteration 52Q: 3 clusters Score -2.595043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220592 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -25950446.000000 Penalty: 6110.343262
	Iteration 53Q: 3 clusters Score -2.595045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220584 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -25950464.000000 Penalty: 6110.343262
	Iteration 54Q: 3 clusters Score -2.595046e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220582 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -25950464.000000 Penalty: 6110.343262
	Iteration 55Q: 3 clusters Score -2.595046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220583 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -25950472.000000 Penalty: 6110.343262
	Iteration 56Q: 3 clusters Score -2.595047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220581 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -25950464.000000 Penalty: 6110.343262
	Iteration 57Q: 3 clusters Score -2.595046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220579 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -25950466.000000 Penalty: 6110.343262
	Iteration 58Q: 3 clusters Score -2.595047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220580 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25950460.000000 Penalty: 6110.343262
	Iteration 59Q: 3 clusters Score -2.595046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220580 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -25950460.000000 Penalty: 6110.343262
	Iteration 60F: 3 clusters Score -2.595046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -73531.523438 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -73531.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71872.109375 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -71872.11 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72097.695312 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -72097.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72158.156250 Penalty: 3248.626709
	Iteration 2Q: 3 clusters Score -72158.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72192.656250 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -72192.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72236.453125 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -72236.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -72263.148438 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -72263.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72286.382812 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -72286.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72316.070312 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -72316.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72356.562500 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -72356.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72391.781250 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -72391.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72427.046875 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -72427.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72509.812500 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -72509.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -72585.929688 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -72585.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72696.632812 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -72696.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72819.765625 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -72819.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72948.757812 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -72948.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73100.742188 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -73100.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73238.937500 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -73238.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73371.468750 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -73371.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73474.929688 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -73474.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73609.562500 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -73609.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73647.898438 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -73647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73653.796875 Penalty: 3248.626709
	Iteration 22Q: 3 clusters Score -73653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73656.328125 Penalty: 3248.626709
	Iteration 23Q: 3 clusters Score -73656.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73656.328125 Penalty: 3248.626709
	Iteration 24F: 3 clusters Score -73656.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41507 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178895 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32038 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142507 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117822 members 
Mstep: Class 18 contains 22134 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 168408 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189277 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38531 members 
Mstep: Class 30 contains 223964 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 37659 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58229 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13912 members 
Mstep: Class 41 contains 383 members 
Entering Unmasked Estep 
Score: -225983696.000000 Penalty: 147590.875000
Splitting cluster 31 changes total score from -225985280.000000 to -225983696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (37659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Entering Unmasked Estep 
Score: -4032950.250000 Penalty: 2613.009277
	Iteration 0F: 2 clusters Score -4032950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4007303.500000 Penalty: 5226.018555
	Iteration 0F: 3 clusters Score -4007304 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4017135.500000 Penalty: 5226.018555
	Iteration 1F: 3 clusters Score -4017136 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -4018027.500000 Penalty: 5226.018555
	Iteration 2F: 3 clusters Score -4018028 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4019021.500000 Penalty: 5226.018555
	Iteration 3F: 3 clusters Score -4019022 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4020083.500000 Penalty: 5226.018555
	Iteration 4F: 3 clusters Score -4020084 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4021191.500000 Penalty: 5226.018555
	Iteration 5F: 3 clusters Score -4021192 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4022282.250000 Penalty: 5226.018555
	Iteration 6F: 3 clusters Score -4022282 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -4023308.000000 Penalty: 5226.018555
	Iteration 7Q: 3 clusters Score -4023308 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4024203.500000 Penalty: 5226.018555
	Iteration 8Q: 3 clusters Score -4024204 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4025130.500000 Penalty: 5226.018555
	Iteration 9Q: 3 clusters Score -4025130 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4026000.750000 Penalty: 5226.018555
	Iteration 10Q: 3 clusters Score -4026001 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4026938.750000 Penalty: 5226.018555
	Iteration 11Q: 3 clusters Score -4026939 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -4027888.000000 Penalty: 5226.018555
	Iteration 12Q: 3 clusters Score -4027888 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -4028815.000000 Penalty: 5226.018555
	Iteration 13Q: 3 clusters Score -4028815 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4029710.750000 Penalty: 5226.018555
	Iteration 14Q: 3 clusters Score -4029711 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -4030531.750000 Penalty: 5226.018555
	Iteration 15Q: 3 clusters Score -4030532 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4031146.500000 Penalty: 5226.018555
	Iteration 16Q: 3 clusters Score -4031146 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4031519.500000 Penalty: 5226.018555
	Iteration 17Q: 3 clusters Score -4031520 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4031761.000000 Penalty: 5226.018555
	Iteration 18Q: 3 clusters Score -4031761 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -4032014.500000 Penalty: 5226.018555
	Iteration 19Q: 3 clusters Score -4032014 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4032264.500000 Penalty: 5226.018555
	Iteration 20F: 3 clusters Score -4032264 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4032496.250000 Penalty: 5226.018555
	Iteration 21Q: 3 clusters Score -4032496 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4032621.000000 Penalty: 5226.018555
	Iteration 22Q: 3 clusters Score -4032621 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4032703.250000 Penalty: 5226.018555
	Iteration 23Q: 3 clusters Score -4032703 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4032736.250000 Penalty: 5226.018555
	Iteration 24Q: 3 clusters Score -4032736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4032764.500000 Penalty: 5226.018555
	Iteration 25Q: 3 clusters Score -4032764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4032766.250000 Penalty: 5226.018555
	Iteration 26Q: 3 clusters Score -4032766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4032788.000000 Penalty: 5226.018555
	Iteration 27Q: 3 clusters Score -4032788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4032797.000000 Penalty: 5226.018555
	Iteration 28Q: 3 clusters Score -4032797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -4032800.250000 Penalty: 5226.018555
	Iteration 29Q: 3 clusters Score -4032800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4032795.750000 Penalty: 5226.018555
	Iteration 30Q: 3 clusters Score -4032796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4032795.500000 Penalty: 5226.018555
	Iteration 31Q: 3 clusters Score -4032796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4032804.000000 Penalty: 5226.018555
	Iteration 32Q: 3 clusters Score -4032804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4032801.250000 Penalty: 5226.018555
	Iteration 33Q: 3 clusters Score -4032801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4032804.750000 Penalty: 5226.018555
	Iteration 34Q: 3 clusters Score -4032805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4032805.500000 Penalty: 5226.018555
	Iteration 35Q: 3 clusters Score -4032806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4032808.750000 Penalty: 5226.018555
	Iteration 36Q: 3 clusters Score -4032809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -4032811.250000 Penalty: 5226.018555
	Iteration 37Q: 3 clusters Score -4032811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -4032812.750000 Penalty: 5226.018555
	Iteration 38Q: 3 clusters Score -4032813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -4032812.750000 Penalty: 5226.018555
	Iteration 39F: 3 clusters Score -4032813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Entering Unmasked Estep 
Score: -1317248.125000 Penalty: 2346.873047
	Iteration 0F: 2 clusters Score -1317248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1307705.750000 Penalty: 4693.746094
	Iteration 0F: 3 clusters Score -1307706 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1310896.625000 Penalty: 4693.746094
	Iteration 1F: 3 clusters Score -1310897 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1311454.125000 Penalty: 4693.746094
	Iteration 2F: 3 clusters Score -1311454 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1311931.375000 Penalty: 4693.746094
	Iteration 3F: 3 clusters Score -1311931 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1312328.375000 Penalty: 4693.746094
	Iteration 4F: 3 clusters Score -1312328 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1312671.000000 Penalty: 4693.746094
	Iteration 5Q: 3 clusters Score -1312671 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1312963.125000 Penalty: 4693.746094
	Iteration 6Q: 3 clusters Score -1312963 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1313208.000000 Penalty: 4693.746094
	Iteration 7Q: 3 clusters Score -1313208 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1313455.125000 Penalty: 4693.746094
	Iteration 8Q: 3 clusters Score -1313455 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1313676.750000 Penalty: 4693.746094
	Iteration 9Q: 3 clusters Score -1313677 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1313923.125000 Penalty: 4693.746094
	Iteration 10Q: 3 clusters Score -1313923 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1314165.375000 Penalty: 4693.746094
	Iteration 11Q: 3 clusters Score -1314165 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1314437.625000 Penalty: 4693.746094
	Iteration 12Q: 3 clusters Score -1314438 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1314754.000000 Penalty: 4693.746094
	Iteration 13Q: 3 clusters Score -1314754 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1315047.500000 Penalty: 4693.746094
	Iteration 14Q: 3 clusters Score -1315048 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1315275.750000 Penalty: 4693.746094
	Iteration 15Q: 3 clusters Score -1315276 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1315466.250000 Penalty: 4693.746094
	Iteration 16Q: 3 clusters Score -1315466 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1315613.000000 Penalty: 4693.746094
	Iteration 17Q: 3 clusters Score -1315613 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1315754.375000 Penalty: 4693.746094
	Iteration 18Q: 3 clusters Score -1315754 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1315902.250000 Penalty: 4693.746094
	Iteration 19Q: 3 clusters Score -1315902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1316029.125000 Penalty: 4693.746094
	Iteration 20F: 3 clusters Score -1316029 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1316109.250000 Penalty: 4693.746094
	Iteration 21Q: 3 clusters Score -1316109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1316167.750000 Penalty: 4693.746094
	Iteration 22Q: 3 clusters Score -1316168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1316218.125000 Penalty: 4693.746094
	Iteration 23Q: 3 clusters Score -1316218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1316252.125000 Penalty: 4693.746094
	Iteration 24Q: 3 clusters Score -1316252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1316275.125000 Penalty: 4693.746094
	Iteration 25Q: 3 clusters Score -1316275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1316293.875000 Penalty: 4693.746094
	Iteration 26Q: 3 clusters Score -1316294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1316300.750000 Penalty: 4693.746094
	Iteration 27Q: 3 clusters Score -1316301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1316310.375000 Penalty: 4693.746094
	Iteration 28Q: 3 clusters Score -1316310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1316320.000000 Penalty: 4693.746094
	Iteration 29Q: 3 clusters Score -1316320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1316333.375000 Penalty: 4693.746094
	Iteration 30Q: 3 clusters Score -1316333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1316343.625000 Penalty: 4693.746094
	Iteration 31Q: 3 clusters Score -1316344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1316348.875000 Penalty: 4693.746094
	Iteration 32Q: 3 clusters Score -1316349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1316355.125000 Penalty: 4693.746094
	Iteration 33Q: 3 clusters Score -1316355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1316363.750000 Penalty: 4693.746094
	Iteration 34Q: 3 clusters Score -1316364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1316364.750000 Penalty: 4693.746094
	Iteration 35Q: 3 clusters Score -1316365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1316363.250000 Penalty: 4693.746094
	Iteration 36Q: 3 clusters Score -1316363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1316364.625000 Penalty: 4693.746094
	Iteration 37Q: 3 clusters Score -1316365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1316364.625000 Penalty: 4693.746094
	Iteration 38F: 3 clusters Score -1316365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Entering Unmasked Estep 
Score: -921677.062500 Penalty: 2241.661621
	Iteration 0F: 2 clusters Score -921677.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -915020.187500 Penalty: 4483.323242
	Iteration 0F: 3 clusters Score -915020.2 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -916867.937500 Penalty: 4483.323242
	Iteration 1F: 3 clusters Score -916867.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -917141.562500 Penalty: 4483.323242
	Iteration 2F: 3 clusters Score -917141.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -917329.750000 Penalty: 4483.323242
	Iteration 3F: 3 clusters Score -917329.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -917488.937500 Penalty: 4483.323242
	Iteration 4Q: 3 clusters Score -917488.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -917642.937500 Penalty: 4483.323242
	Iteration 5Q: 3 clusters Score -917642.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -917789.500000 Penalty: 4483.323242
	Iteration 6Q: 3 clusters Score -917789.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -917913.812500 Penalty: 4483.323242
	Iteration 7Q: 3 clusters Score -917913.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -918039.562500 Penalty: 4483.323242
	Iteration 8Q: 3 clusters Score -918039.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -918172.437500 Penalty: 4483.323242
	Iteration 9Q: 3 clusters Score -918172.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -918321.437500 Penalty: 4483.323242
	Iteration 10Q: 3 clusters Score -918321.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -918493.375000 Penalty: 4483.323242
	Iteration 11Q: 3 clusters Score -918493.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -918689.062500 Penalty: 4483.323242
	Iteration 12Q: 3 clusters Score -918689.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -918909.687500 Penalty: 4483.323242
	Iteration 13Q: 3 clusters Score -918909.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -919209.312500 Penalty: 4483.323242
	Iteration 14Q: 3 clusters Score -919209.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -919544.875000 Penalty: 4483.323242
	Iteration 15Q: 3 clusters Score -919544.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -919795.062500 Penalty: 4483.323242
	Iteration 16Q: 3 clusters Score -919795.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -919968.062500 Penalty: 4483.323242
	Iteration 17Q: 3 clusters Score -919968.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -920084.437500 Penalty: 4483.323242
	Iteration 18Q: 3 clusters Score -920084.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -920168.125000 Penalty: 4483.323242
	Iteration 19Q: 3 clusters Score -920168.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -920221.187500 Penalty: 4483.323242
	Iteration 20F: 3 clusters Score -920221.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -920259.625000 Penalty: 4483.323242
	Iteration 21Q: 3 clusters Score -920259.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -920295.375000 Penalty: 4483.323242
	Iteration 22Q: 3 clusters Score -920295.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -920313.562500 Penalty: 4483.323242
	Iteration 23Q: 3 clusters Score -920313.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -920331.250000 Penalty: 4483.323242
	Iteration 24Q: 3 clusters Score -920331.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -920347.500000 Penalty: 4483.323242
	Iteration 25Q: 3 clusters Score -920347.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -920359.500000 Penalty: 4483.323242
	Iteration 26Q: 3 clusters Score -920359.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -920375.000000 Penalty: 4483.323242
	Iteration 27Q: 3 clusters Score -920375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -920384.375000 Penalty: 4483.323242
	Iteration 28Q: 3 clusters Score -920384.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -920393.937500 Penalty: 4483.323242
	Iteration 29Q: 3 clusters Score -920393.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -920405.812500 Penalty: 4483.323242
	Iteration 30Q: 3 clusters Score -920405.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -920416.687500 Penalty: 4483.323242
	Iteration 31Q: 3 clusters Score -920416.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -920425.187500 Penalty: 4483.323242
	Iteration 32Q: 3 clusters Score -920425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -920428.687500 Penalty: 4483.323242
	Iteration 33Q: 3 clusters Score -920428.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -920434.062500 Penalty: 4483.323242
	Iteration 34Q: 3 clusters Score -920434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -920439.437500 Penalty: 4483.323242
	Iteration 35Q: 3 clusters Score -920439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -920439.750000 Penalty: 4483.323242
	Iteration 36Q: 3 clusters Score -920439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -920442.812500 Penalty: 4483.323242
	Iteration 37Q: 3 clusters Score -920442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -920446.000000 Penalty: 4483.323242
	Iteration 38Q: 3 clusters Score -920446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -920447.375000 Penalty: 4483.323242
	Iteration 39Q: 3 clusters Score -920447.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -920447.125000 Penalty: 4483.323242
	Iteration 40F: 3 clusters Score -920447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -920447.750000 Penalty: 4483.323242
	Iteration 41Q: 3 clusters Score -920447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -920448.562500 Penalty: 4483.323242
	Iteration 42Q: 3 clusters Score -920448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -920448.875000 Penalty: 4483.323242
	Iteration 43Q: 3 clusters Score -920448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -920448.875000 Penalty: 4483.323242
	Iteration 44F: 3 clusters Score -920448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Entering Unmasked Estep 
Score: -6911759.000000 Penalty: 2721.090332
	Iteration 0F: 2 clusters Score -6911759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -6872779.000000 Penalty: 5442.180664
	Iteration 0F: 3 clusters Score -6872779 nChanged 27059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6887802.500000 Penalty: 5442.180664
	Iteration 1F: 3 clusters Score -6887802 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -6888464.500000 Penalty: 5442.180664
	Iteration 2Q: 3 clusters Score -6888464 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -6889208.500000 Penalty: 5442.180664
	Iteration 3Q: 3 clusters Score -6889208 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -6889954.500000 Penalty: 5442.180664
	Iteration 4Q: 3 clusters Score -6889954 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -6890800.500000 Penalty: 5442.180664
	Iteration 5Q: 3 clusters Score -6890800 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -6891751.500000 Penalty: 5442.180664
	Iteration 6Q: 3 clusters Score -6891752 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -6892880.500000 Penalty: 5442.180664
	Iteration 7Q: 3 clusters Score -6892880 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6894190.500000 Penalty: 5442.180664
	Iteration 8Q: 3 clusters Score -6894190 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -6895669.500000 Penalty: 5442.180664
	Iteration 9Q: 3 clusters Score -6895670 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -6896985.000000 Penalty: 5442.180664
	Iteration 10Q: 3 clusters Score -6896985 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -6898316.500000 Penalty: 5442.180664
	Iteration 11Q: 3 clusters Score -6898316 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -6899308.500000 Penalty: 5442.180664
	Iteration 12Q: 3 clusters Score -6899308 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -6900074.500000 Penalty: 5442.180664
	Iteration 13Q: 3 clusters Score -6900074 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -6900678.500000 Penalty: 5442.180664
	Iteration 14Q: 3 clusters Score -6900678 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -6901203.500000 Penalty: 5442.180664
	Iteration 15Q: 3 clusters Score -6901204 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -6901710.500000 Penalty: 5442.180664
	Iteration 16Q: 3 clusters Score -6901710 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -6902172.500000 Penalty: 5442.180664
	Iteration 17Q: 3 clusters Score -6902172 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -6902653.000000 Penalty: 5442.180664
	Iteration 18Q: 3 clusters Score -6902653 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -6903065.000000 Penalty: 5442.180664
	Iteration 19Q: 3 clusters Score -6903065 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6903517.500000 Penalty: 5442.180664
	Iteration 20F: 3 clusters Score -6903518 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -6903998.000000 Penalty: 5442.180664
	Iteration 21Q: 3 clusters Score -6903998 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6904474.000000 Penalty: 5442.180664
	Iteration 22Q: 3 clusters Score -6904474 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -6904968.500000 Penalty: 5442.180664
	Iteration 23Q: 3 clusters Score -6904968 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -6905511.500000 Penalty: 5442.180664
	Iteration 24Q: 3 clusters Score -6905512 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -6906099.500000 Penalty: 5442.180664
	Iteration 25Q: 3 clusters Score -6906100 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -6906676.500000 Penalty: 5442.180664
	Iteration 26Q: 3 clusters Score -6906676 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6907160.000000 Penalty: 5442.180664
	Iteration 27Q: 3 clusters Score -6907160 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 53479 members 
Entering Unmasked Estep 
Score: -6907595.500000 Penalty: 5442.180664
	Iteration 28Q: 3 clusters Score -6907596 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -6907995.000000 Penalty: 5442.180664
	Iteration 29Q: 3 clusters Score -6907995 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -6908290.500000 Penalty: 5442.180664
	Iteration 30Q: 3 clusters Score -6908290 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -6908573.000000 Penalty: 5442.180664
	Iteration 31Q: 3 clusters Score -6908573 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -6908768.500000 Penalty: 5442.180664
	Iteration 32Q: 3 clusters Score -6908768 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -6908958.500000 Penalty: 5442.180664
	Iteration 33Q: 3 clusters Score -6908958 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -6909073.000000 Penalty: 5442.180664
	Iteration 34Q: 3 clusters Score -6909073 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -6909169.500000 Penalty: 5442.180664
	Iteration 35Q: 3 clusters Score -6909170 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6909246.500000 Penalty: 5442.180664
	Iteration 36Q: 3 clusters Score -6909246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -6909277.500000 Penalty: 5442.180664
	Iteration 37Q: 3 clusters Score -6909278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -6909318.500000 Penalty: 5442.180664
	Iteration 38Q: 3 clusters Score -6909318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 56933 members 
Entering Unmasked Estep 
Score: -6909358.000000 Penalty: 5442.180664
	Iteration 39Q: 3 clusters Score -6909358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -6909382.000000 Penalty: 5442.180664
	Iteration 40F: 3 clusters Score -6909382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -6909413.500000 Penalty: 5442.180664
	Iteration 41Q: 3 clusters Score -6909414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 57074 members 
Entering Unmasked Estep 
Score: -6909433.000000 Penalty: 5442.180664
	Iteration 42Q: 3 clusters Score -6909433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -6909451.000000 Penalty: 5442.180664
	Iteration 43Q: 3 clusters Score -6909451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -6909463.000000 Penalty: 5442.180664
	Iteration 44Q: 3 clusters Score -6909463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -6909472.500000 Penalty: 5442.180664
	Iteration 45Q: 3 clusters Score -6909472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -6909481.500000 Penalty: 5442.180664
	Iteration 46Q: 3 clusters Score -6909482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -6909480.000000 Penalty: 5442.180664
	Iteration 47Q: 3 clusters Score -6909480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -6909488.000000 Penalty: 5442.180664
	Iteration 48Q: 3 clusters Score -6909488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -6909489.000000 Penalty: 5442.180664
	Iteration 49Q: 3 clusters Score -6909489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -6909482.000000 Penalty: 5442.180664
	Iteration 50Q: 3 clusters Score -6909482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -6909490.500000 Penalty: 5442.180664
	Iteration 51Q: 3 clusters Score -6909490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -6909494.500000 Penalty: 5442.180664
	Iteration 52Q: 3 clusters Score -6909494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -6909490.500000 Penalty: 5442.180664
	Iteration 53Q: 3 clusters Score -6909490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -6909503.000000 Penalty: 5442.180664
	Iteration 54Q: 3 clusters Score -6909503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -6909508.000000 Penalty: 5442.180664
	Iteration 55Q: 3 clusters Score -6909508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -6909518.500000 Penalty: 5442.180664
	Iteration 56Q: 3 clusters Score -6909518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -6909518.000000 Penalty: 5442.180664
	Iteration 57Q: 3 clusters Score -6909518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -6909522.000000 Penalty: 5442.180664
	Iteration 58Q: 3 clusters Score -6909522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -6909527.000000 Penalty: 5442.180664
	Iteration 59Q: 3 clusters Score -6909527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -6909528.500000 Penalty: 5442.180664
	Iteration 60F: 3 clusters Score -6909528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -6909534.500000 Penalty: 5442.180664
	Iteration 61Q: 3 clusters Score -6909534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -6909535.500000 Penalty: 5442.180664
	Iteration 62Q: 3 clusters Score -6909536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -6909531.500000 Penalty: 5442.180664
	Iteration 63Q: 3 clusters Score -6909532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -6909531.500000 Penalty: 5442.180664
	Iteration 64Q: 3 clusters Score -6909532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -6909531.500000 Penalty: 5442.180664
	Iteration 65Q: 3 clusters Score -6909532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -6909531.500000 Penalty: 5442.180664
	Iteration 66F: 3 clusters Score -6909532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -118504.992188 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118505 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -119292.929688 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119292.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119752.734375 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119752.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -119985.515625 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -119985.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -120114.726562 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -120114.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -120206.359375 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -120206.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -120269.382812 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -120269.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -120350.125000 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -120350.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -120392.296875 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -120392.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -120413.015625 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -120413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -120424.406250 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -120424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -120425.382812 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -120425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -120425.382812 Penalty: 3504.967529
	Iteration 12F: 3 clusters Score -120425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31377.703125 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31377.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31507.667969 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31507.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31591.843750 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31591.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31708.931641 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31708.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31745.615234 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31745.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31758.703125 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31768.060547 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31768.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31775.753906 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -31775.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31785.218750 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -31785.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31817.789062 Penalty: 2895.514160
	Iteration 9Q: 3 clusters Score -31817.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31832.667969 Penalty: 2895.514160
	Iteration 10Q: 3 clusters Score -31832.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31856.521484 Penalty: 2895.514160
	Iteration 11Q: 3 clusters Score -31856.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31865.154297 Penalty: 2895.514160
	Iteration 12Q: 3 clusters Score -31865.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31875.701172 Penalty: 2895.514160
	Iteration 13Q: 3 clusters Score -31875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31875.701172 Penalty: 2895.514160
	Iteration 14F: 3 clusters Score -31875.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Entering Unmasked Estep 
Score: -1326627.125000 Penalty: 2330.308594
	Iteration 0F: 2 clusters Score -1326627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1317712.500000 Penalty: 4660.617188
	Iteration 0F: 3 clusters Score -1317712 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1320696.750000 Penalty: 4660.617188
	Iteration 1F: 3 clusters Score -1320697 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1321337.875000 Penalty: 4660.617188
	Iteration 2F: 3 clusters Score -1321338 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1321879.625000 Penalty: 4660.617188
	Iteration 3F: 3 clusters Score -1321880 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1322232.875000 Penalty: 4660.617188
	Iteration 4F: 3 clusters Score -1322233 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1322509.125000 Penalty: 4660.617188
	Iteration 5Q: 3 clusters Score -1322509 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1322781.625000 Penalty: 4660.617188
	Iteration 6Q: 3 clusters Score -1322782 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1323087.625000 Penalty: 4660.617188
	Iteration 7Q: 3 clusters Score -1323088 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1323428.875000 Penalty: 4660.617188
	Iteration 8Q: 3 clusters Score -1323429 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1323764.500000 Penalty: 4660.617188
	Iteration 9Q: 3 clusters Score -1323764 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1324062.125000 Penalty: 4660.617188
	Iteration 10Q: 3 clusters Score -1324062 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1324344.750000 Penalty: 4660.617188
	Iteration 11Q: 3 clusters Score -1324345 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1324573.625000 Penalty: 4660.617188
	Iteration 12Q: 3 clusters Score -1324574 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1324775.000000 Penalty: 4660.617188
	Iteration 13Q: 3 clusters Score -1324775 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1324915.375000 Penalty: 4660.617188
	Iteration 14Q: 3 clusters Score -1324915 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1325037.875000 Penalty: 4660.617188
	Iteration 15Q: 3 clusters Score -1325038 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1325133.000000 Penalty: 4660.617188
	Iteration 16Q: 3 clusters Score -1325133 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1325210.000000 Penalty: 4660.617188
	Iteration 17Q: 3 clusters Score -1325210 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1325285.125000 Penalty: 4660.617188
	Iteration 18Q: 3 clusters Score -1325285 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1325359.000000 Penalty: 4660.617188
	Iteration 19Q: 3 clusters Score -1325359 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1325452.500000 Penalty: 4660.617188
	Iteration 20F: 3 clusters Score -1325452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1325532.000000 Penalty: 4660.617188
	Iteration 21Q: 3 clusters Score -1325532 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1325592.875000 Penalty: 4660.617188
	Iteration 22Q: 3 clusters Score -1325593 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1325628.625000 Penalty: 4660.617188
	Iteration 23Q: 3 clusters Score -1325629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1325673.750000 Penalty: 4660.617188
	Iteration 24Q: 3 clusters Score -1325674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1325712.125000 Penalty: 4660.617188
	Iteration 25Q: 3 clusters Score -1325712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1325742.500000 Penalty: 4660.617188
	Iteration 26Q: 3 clusters Score -1325742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1325767.625000 Penalty: 4660.617188
	Iteration 27Q: 3 clusters Score -1325768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1325785.000000 Penalty: 4660.617188
	Iteration 28Q: 3 clusters Score -1325785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1325799.500000 Penalty: 4660.617188
	Iteration 29Q: 3 clusters Score -1325800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1325810.750000 Penalty: 4660.617188
	Iteration 30Q: 3 clusters Score -1325811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1325823.625000 Penalty: 4660.617188
	Iteration 31Q: 3 clusters Score -1325824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1325826.375000 Penalty: 4660.617188
	Iteration 32Q: 3 clusters Score -1325826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1325831.250000 Penalty: 4660.617188
	Iteration 33Q: 3 clusters Score -1325831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1325831.750000 Penalty: 4660.617188
	Iteration 34Q: 3 clusters Score -1325832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1325833.000000 Penalty: 4660.617188
	Iteration 35Q: 3 clusters Score -1325833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1325833.000000 Penalty: 4660.617188
	Iteration 36Q: 3 clusters Score -1325833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1325834.375000 Penalty: 4660.617188
	Iteration 37Q: 3 clusters Score -1325834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1325837.500000 Penalty: 4660.617188
	Iteration 38Q: 3 clusters Score -1325838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1325842.375000 Penalty: 4660.617188
	Iteration 39Q: 3 clusters Score -1325842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1325842.500000 Penalty: 4660.617188
	Iteration 40F: 3 clusters Score -1325842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1325843.125000 Penalty: 4660.617188
	Iteration 41Q: 3 clusters Score -1325843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1325845.625000 Penalty: 4660.617188
	Iteration 42Q: 3 clusters Score -1325846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1325843.125000 Penalty: 4660.617188
	Iteration 43Q: 3 clusters Score -1325843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1325845.250000 Penalty: 4660.617188
	Iteration 44Q: 3 clusters Score -1325845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1325845.625000 Penalty: 4660.617188
	Iteration 45Q: 3 clusters Score -1325846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1325846.000000 Penalty: 4660.617188
	Iteration 46Q: 3 clusters Score -1325846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1325845.500000 Penalty: 4660.617188
	Iteration 47Q: 3 clusters Score -1325846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1325846.875000 Penalty: 4660.617188
	Iteration 48Q: 3 clusters Score -1325847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1325846.875000 Penalty: 4660.617188
	Iteration 49F: 3 clusters Score -1325847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -150660.359375 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -150660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -148424.015625 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -148424 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148807.328125 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -148807.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -148924.718750 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -148924.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -148978.093750 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -148978.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -149007.156250 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -149007.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -149044.500000 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -149044.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -149074.218750 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -149074.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -149106.843750 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -149106.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -149122.312500 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -149122.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -149148.890625 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -149148.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -149177.578125 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -149177.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -149217.359375 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -149217.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149249.453125 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -149249.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -149277.265625 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -149277.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -149301.203125 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -149301.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -149320.015625 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -149320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -149331.140625 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -149331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -149337.515625 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -149337.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149344.203125 Penalty: 3589.224365
	Iteration 18Q: 3 clusters Score -149344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149352.000000 Penalty: 3589.224365
	Iteration 19Q: 3 clusters Score -149352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149359.625000 Penalty: 3589.224365
	Iteration 20F: 3 clusters Score -149359.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -149364.484375 Penalty: 3589.224365
	Iteration 21Q: 3 clusters Score -149364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -149371.718750 Penalty: 3589.224365
	Iteration 22Q: 3 clusters Score -149371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -149379.578125 Penalty: 3589.224365
	Iteration 23Q: 3 clusters Score -149379.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149381.468750 Penalty: 3589.224365
	Iteration 24Q: 3 clusters Score -149381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -149384.343750 Penalty: 3589.224365
	Iteration 25Q: 3 clusters Score -149384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -149385.640625 Penalty: 3589.224365
	Iteration 26Q: 3 clusters Score -149385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -149386.375000 Penalty: 3589.224365
	Iteration 27Q: 3 clusters Score -149386.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -149387.437500 Penalty: 3589.224365
	Iteration 28Q: 3 clusters Score -149387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149388.937500 Penalty: 3589.224365
	Iteration 29Q: 3 clusters Score -149388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149391.500000 Penalty: 3589.224365
	Iteration 30Q: 3 clusters Score -149391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149391.953125 Penalty: 3589.224365
	Iteration 31Q: 3 clusters Score -149392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149391.953125 Penalty: 3589.224365
	Iteration 32F: 3 clusters Score -149392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Entering Unmasked Estep 
Score: -1546702.125000 Penalty: 2366.045898
	Iteration 0F: 2 clusters Score -1546702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1536541.500000 Penalty: 4732.091797
	Iteration 0F: 3 clusters Score -1536542 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1539782.750000 Penalty: 4732.091797
	Iteration 1F: 3 clusters Score -1539783 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1540185.250000 Penalty: 4732.091797
	Iteration 2F: 3 clusters Score -1540185 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1540542.875000 Penalty: 4732.091797
	Iteration 3F: 3 clusters Score -1540543 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1540910.000000 Penalty: 4732.091797
	Iteration 4Q: 3 clusters Score -1540910 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1541273.500000 Penalty: 4732.091797
	Iteration 5Q: 3 clusters Score -1541274 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1541618.000000 Penalty: 4732.091797
	Iteration 6Q: 3 clusters Score -1541618 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1541948.375000 Penalty: 4732.091797
	Iteration 7Q: 3 clusters Score -1541948 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1542267.500000 Penalty: 4732.091797
	Iteration 8Q: 3 clusters Score -1542268 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1542529.375000 Penalty: 4732.091797
	Iteration 9Q: 3 clusters Score -1542529 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1542767.125000 Penalty: 4732.091797
	Iteration 10Q: 3 clusters Score -1542767 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1543016.250000 Penalty: 4732.091797
	Iteration 11Q: 3 clusters Score -1543016 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1543238.750000 Penalty: 4732.091797
	Iteration 12Q: 3 clusters Score -1543239 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1543411.875000 Penalty: 4732.091797
	Iteration 13Q: 3 clusters Score -1543412 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1543582.375000 Penalty: 4732.091797
	Iteration 14Q: 3 clusters Score -1543582 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1543719.875000 Penalty: 4732.091797
	Iteration 15Q: 3 clusters Score -1543720 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1543824.875000 Penalty: 4732.091797
	Iteration 16Q: 3 clusters Score -1543825 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1543922.250000 Penalty: 4732.091797
	Iteration 17Q: 3 clusters Score -1543922 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1544016.875000 Penalty: 4732.091797
	Iteration 18Q: 3 clusters Score -1544017 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1544105.250000 Penalty: 4732.091797
	Iteration 19Q: 3 clusters Score -1544105 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1544198.875000 Penalty: 4732.091797
	Iteration 20F: 3 clusters Score -1544199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1544273.000000 Penalty: 4732.091797
	Iteration 21Q: 3 clusters Score -1544273 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1544338.375000 Penalty: 4732.091797
	Iteration 22Q: 3 clusters Score -1544338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1544398.250000 Penalty: 4732.091797
	Iteration 23Q: 3 clusters Score -1544398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1544446.750000 Penalty: 4732.091797
	Iteration 24Q: 3 clusters Score -1544447 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1544493.625000 Penalty: 4732.091797
	Iteration 25Q: 3 clusters Score -1544494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1544535.125000 Penalty: 4732.091797
	Iteration 26Q: 3 clusters Score -1544535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1544559.625000 Penalty: 4732.091797
	Iteration 27Q: 3 clusters Score -1544560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1544581.500000 Penalty: 4732.091797
	Iteration 28Q: 3 clusters Score -1544582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1544607.000000 Penalty: 4732.091797
	Iteration 29Q: 3 clusters Score -1544607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1544631.875000 Penalty: 4732.091797
	Iteration 30Q: 3 clusters Score -1544632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1544646.375000 Penalty: 4732.091797
	Iteration 31Q: 3 clusters Score -1544646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1544662.500000 Penalty: 4732.091797
	Iteration 32Q: 3 clusters Score -1544662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1544670.125000 Penalty: 4732.091797
	Iteration 33Q: 3 clusters Score -1544670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1544674.750000 Penalty: 4732.091797
	Iteration 34Q: 3 clusters Score -1544675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1544678.750000 Penalty: 4732.091797
	Iteration 35Q: 3 clusters Score -1544679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1544685.000000 Penalty: 4732.091797
	Iteration 36Q: 3 clusters Score -1544685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1544686.750000 Penalty: 4732.091797
	Iteration 37Q: 3 clusters Score -1544687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1544696.750000 Penalty: 4732.091797
	Iteration 38Q: 3 clusters Score -1544697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1544702.250000 Penalty: 4732.091797
	Iteration 39Q: 3 clusters Score -1544702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1544706.375000 Penalty: 4732.091797
	Iteration 40F: 3 clusters Score -1544706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1544709.000000 Penalty: 4732.091797
	Iteration 41Q: 3 clusters Score -1544709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1544710.375000 Penalty: 4732.091797
	Iteration 42Q: 3 clusters Score -1544710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1544711.250000 Penalty: 4732.091797
	Iteration 43Q: 3 clusters Score -1544711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1544711.000000 Penalty: 4732.091797
	Iteration 44Q: 3 clusters Score -1544711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1544711.250000 Penalty: 4732.091797
	Iteration 45Q: 3 clusters Score -1544711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1544713.250000 Penalty: 4732.091797
	Iteration 46Q: 3 clusters Score -1544713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1544713.750000 Penalty: 4732.091797
	Iteration 47Q: 3 clusters Score -1544714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1544713.750000 Penalty: 4732.091797
	Iteration 48F: 3 clusters Score -1544714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41507 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178895 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32038 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142507 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117822 members 
Mstep: Class 18 contains 22134 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 168408 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189277 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38531 members 
Mstep: Class 30 contains 223964 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37659 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58229 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985360.000000 Penalty: 143991.093750
Iteration 319Q: 41 clusters Score -2.259854e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41505 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178897 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32039 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105888 members 
Mstep: Class 12 contains 244395 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142570 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117816 members 
Mstep: Class 18 contains 22129 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168406 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189244 members 
Mstep: Class 27 contains 6540 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38523 members 
Mstep: Class 30 contains 223967 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37659 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 8426 members 
Mstep: Class 35 contains 58221 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985344.000000 Penalty: 143991.093750
Iteration 320F: 41 clusters Score -2.259853e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41504 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178897 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32037 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54860 members 
Mstep: Class 11 contains 105888 members 
Mstep: Class 12 contains 244399 members 
Mstep: Class 13 contains 22053 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142632 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117815 members 
Mstep: Class 18 contains 22127 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168406 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189197 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38517 members 
Mstep: Class 30 contains 223967 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37662 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 8426 members 
Mstep: Class 35 contains 58215 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985440.000000 Penalty: 143991.093750
Iteration 321Q: 41 clusters Score -2.259854e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60674 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178898 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32037 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105887 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142709 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117815 members 
Mstep: Class 18 contains 22121 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168403 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189141 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38515 members 
Mstep: Class 30 contains 223963 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37662 members 
Mstep: Class 33 contains 12878 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58210 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985408.000000 Penalty: 143991.093750
Iteration 322Q: 41 clusters Score -2.259854e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60674 members 
Mstep: Class 3 contains 13520 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178901 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32041 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105885 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142785 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117813 members 
Mstep: Class 18 contains 22114 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168399 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189087 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38516 members 
Mstep: Class 30 contains 223961 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37658 members 
Mstep: Class 33 contains 12877 members 
Mstep: Class 34 contains 8423 members 
Mstep: Class 35 contains 58207 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985392.000000 Penalty: 143991.093750
Iteration 323Q: 41 clusters Score -2.259854e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13521 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178903 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32043 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105882 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22052 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142855 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 117813 members 
Mstep: Class 18 contains 22109 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9259 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168392 members 
Mstep: Class 23 contains 13408 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 189041 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38513 members 
Mstep: Class 30 contains 223957 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37654 members 
Mstep: Class 33 contains 12875 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58204 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985408.000000 Penalty: 143991.093750
Iteration 324Q: 41 clusters Score -2.259854e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178903 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32048 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54860 members 
Mstep: Class 11 contains 105882 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22050 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142921 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 117810 members 
Mstep: Class 18 contains 22102 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168391 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188995 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38511 members 
Mstep: Class 30 contains 223956 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37650 members 
Mstep: Class 33 contains 12874 members 
Mstep: Class 34 contains 8424 members 
Mstep: Class 35 contains 58200 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985376.000000 Penalty: 143991.093750
Iteration 325Q: 41 clusters Score -2.259854e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13520 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178905 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32056 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105880 members 
Mstep: Class 12 contains 244403 members 
Mstep: Class 13 contains 22049 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 142976 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 117810 members 
Mstep: Class 18 contains 22093 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188948 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38508 members 
Mstep: Class 30 contains 223954 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37655 members 
Mstep: Class 33 contains 12872 members 
Mstep: Class 34 contains 8424 members 
Mstep: Class 35 contains 58197 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985472.000000 Penalty: 143991.093750
Iteration 326Q: 41 clusters Score -2.259855e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13520 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178906 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105880 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22046 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143042 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 117808 members 
Mstep: Class 18 contains 22088 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168384 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188888 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38508 members 
Mstep: Class 30 contains 223954 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37663 members 
Mstep: Class 33 contains 12870 members 
Mstep: Class 34 contains 8423 members 
Mstep: Class 35 contains 58197 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985424.000000 Penalty: 143991.093750
Iteration 327Q: 41 clusters Score -2.259854e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13521 members 
Mstep: Class 4 contains 41501 members 
Mstep: Class 5 contains 23406 members 
Mstep: Class 6 contains 178907 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32066 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105880 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22041 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143108 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 117807 members 
Mstep: Class 18 contains 22079 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168379 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188838 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38506 members 
Mstep: Class 30 contains 223956 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37666 members 
Mstep: Class 33 contains 12868 members 
Mstep: Class 34 contains 8422 members 
Mstep: Class 35 contains 58195 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985568.000000 Penalty: 143991.093750
Iteration 328Q: 41 clusters Score -2.259856e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13524 members 
Mstep: Class 4 contains 41501 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178907 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32068 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105879 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22039 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143168 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 117803 members 
Mstep: Class 18 contains 22077 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168377 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188788 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38502 members 
Mstep: Class 30 contains 223956 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37670 members 
Mstep: Class 33 contains 12866 members 
Mstep: Class 34 contains 8425 members 
Mstep: Class 35 contains 58195 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985504.000000 Penalty: 143991.093750
Iteration 329Q: 41 clusters Score -2.259855e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13526 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178907 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32067 members 
Mstep: Class 9 contains 10254 members 
Mstep: Class 10 contains 54860 members 
Mstep: Class 11 contains 105879 members 
Mstep: Class 12 contains 244403 members 
Mstep: Class 13 contains 22038 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143222 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 117800 members 
Mstep: Class 18 contains 22075 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168384 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188740 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38496 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37673 members 
Mstep: Class 33 contains 12864 members 
Mstep: Class 34 contains 8428 members 
Mstep: Class 35 contains 58196 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985584.000000 Penalty: 143991.093750
Iteration 330Q: 41 clusters Score -2.259856e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13528 members 
Mstep: Class 4 contains 41499 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178907 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32067 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22038 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143270 members 
Mstep: Class 16 contains 24058 members 
Mstep: Class 17 contains 117797 members 
Mstep: Class 18 contains 22073 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168386 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188698 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38493 members 
Mstep: Class 30 contains 223953 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37675 members 
Mstep: Class 33 contains 12862 members 
Mstep: Class 34 contains 8430 members 
Mstep: Class 35 contains 58194 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985648.000000 Penalty: 143991.093750
Iteration 331Q: 41 clusters Score -2.259856e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 41498 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178910 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32066 members 
Mstep: Class 9 contains 10255 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105875 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22037 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143318 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 117796 members 
Mstep: Class 18 contains 22069 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168391 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34737 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188659 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38489 members 
Mstep: Class 30 contains 223956 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37675 members 
Mstep: Class 33 contains 12858 members 
Mstep: Class 34 contains 8430 members 
Mstep: Class 35 contains 58192 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985760.000000 Penalty: 143991.093750
Iteration 332Q: 41 clusters Score -2.259858e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60675 members 
Mstep: Class 3 contains 13530 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178910 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10256 members 
Mstep: Class 10 contains 54860 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244401 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143354 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 117795 members 
Mstep: Class 18 contains 22069 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168394 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34737 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188628 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38490 members 
Mstep: Class 30 contains 223957 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37673 members 
Mstep: Class 33 contains 12855 members 
Mstep: Class 34 contains 8429 members 
Mstep: Class 35 contains 58190 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985792.000000 Penalty: 143991.093750
Iteration 333Q: 41 clusters Score -2.259858e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60674 members 
Mstep: Class 3 contains 13531 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178910 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10258 members 
Mstep: Class 10 contains 54861 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244402 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143395 members 
Mstep: Class 16 contains 24059 members 
Mstep: Class 17 contains 117793 members 
Mstep: Class 18 contains 22069 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168395 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34737 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188596 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38489 members 
Mstep: Class 30 contains 223956 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37666 members 
Mstep: Class 33 contains 12855 members 
Mstep: Class 34 contains 8430 members 
Mstep: Class 35 contains 58186 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985936.000000 Penalty: 143991.093750
Iteration 334Q: 41 clusters Score -2.259859e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60674 members 
Mstep: Class 3 contains 13532 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23405 members 
Mstep: Class 6 contains 178911 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32064 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 54860 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244400 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143431 members 
Mstep: Class 16 contains 24060 members 
Mstep: Class 17 contains 117791 members 
Mstep: Class 18 contains 22068 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34737 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188570 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38482 members 
Mstep: Class 30 contains 223957 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37666 members 
Mstep: Class 33 contains 12847 members 
Mstep: Class 34 contains 8430 members 
Mstep: Class 35 contains 58184 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985936.000000 Penalty: 143991.093750
Iteration 335Q: 41 clusters Score -2.259859e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60674 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23407 members 
Mstep: Class 6 contains 178912 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32064 members 
Mstep: Class 9 contains 10261 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244398 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143460 members 
Mstep: Class 16 contains 24061 members 
Mstep: Class 17 contains 117790 members 
Mstep: Class 18 contains 22067 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168401 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34737 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188551 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38474 members 
Mstep: Class 30 contains 223958 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37667 members 
Mstep: Class 33 contains 12839 members 
Mstep: Class 34 contains 8430 members 
Mstep: Class 35 contains 58181 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985952.000000 Penalty: 143991.093750
Iteration 336Q: 41 clusters Score -2.25986e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60674 members 
Mstep: Class 3 contains 13542 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178911 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32064 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105872 members 
Mstep: Class 12 contains 244399 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143486 members 
Mstep: Class 16 contains 24061 members 
Mstep: Class 17 contains 117790 members 
Mstep: Class 18 contains 22066 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34736 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 26 contains 188543 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38468 members 
Mstep: Class 30 contains 223958 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37665 members 
Mstep: Class 33 contains 12829 members 
Mstep: Class 34 contains 8431 members 
Mstep: Class 35 contains 58174 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985952.000000 Penalty: 143991.093750
Iteration 337Q: 41 clusters Score -2.25986e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178912 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32064 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 105870 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22036 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143512 members 
Mstep: Class 16 contains 24061 members 
Mstep: Class 17 contains 117787 members 
Mstep: Class 18 contains 22063 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168404 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34735 members 
Mstep: Class 25 contains 3671 members 
Mstep: Class 26 contains 188532 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9750 members 
Mstep: Class 29 contains 38464 members 
Mstep: Class 30 contains 223958 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37666 members 
Mstep: Class 33 contains 12822 members 
Mstep: Class 34 contains 8432 members 
Mstep: Class 35 contains 58171 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986048.000000 Penalty: 143991.093750
Iteration 338Q: 41 clusters Score -2.25986e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13545 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23407 members 
Mstep: Class 6 contains 178911 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32064 members 
Mstep: Class 9 contains 10265 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 105871 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22034 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143533 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 117786 members 
Mstep: Class 18 contains 22063 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168403 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34735 members 
Mstep: Class 25 contains 3674 members 
Mstep: Class 26 contains 188520 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9749 members 
Mstep: Class 29 contains 38461 members 
Mstep: Class 30 contains 223960 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37671 members 
Mstep: Class 33 contains 12814 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 58166 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 339Q: 41 clusters Score -2.259861e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13546 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23408 members 
Mstep: Class 6 contains 178911 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32064 members 
Mstep: Class 9 contains 10269 members 
Mstep: Class 10 contains 54858 members 
Mstep: Class 11 contains 105871 members 
Mstep: Class 12 contains 244396 members 
Mstep: Class 13 contains 22032 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143555 members 
Mstep: Class 16 contains 24061 members 
Mstep: Class 17 contains 117785 members 
Mstep: Class 18 contains 22064 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7940 members 
Mstep: Class 22 contains 168401 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34735 members 
Mstep: Class 25 contains 3679 members 
Mstep: Class 26 contains 188513 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9748 members 
Mstep: Class 29 contains 38454 members 
Mstep: Class 30 contains 223963 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37672 members 
Mstep: Class 33 contains 12802 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 58162 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986192.000000 Penalty: 143991.093750
Iteration 340F: 41 clusters Score -2.259862e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23409 members 
Mstep: Class 6 contains 178911 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 105873 members 
Mstep: Class 12 contains 244396 members 
Mstep: Class 13 contains 22030 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143575 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 117785 members 
Mstep: Class 18 contains 22064 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7939 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34734 members 
Mstep: Class 25 contains 3682 members 
Mstep: Class 26 contains 188501 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38450 members 
Mstep: Class 30 contains 223962 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37670 members 
Mstep: Class 33 contains 12800 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 58160 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986144.000000 Penalty: 143991.093750
Iteration 341Q: 41 clusters Score -2.259861e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13543 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23409 members 
Mstep: Class 6 contains 178910 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 54855 members 
Mstep: Class 11 contains 105872 members 
Mstep: Class 12 contains 244396 members 
Mstep: Class 13 contains 22030 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143598 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 117784 members 
Mstep: Class 18 contains 22065 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 168404 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34734 members 
Mstep: Class 25 contains 3684 members 
Mstep: Class 26 contains 188488 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38445 members 
Mstep: Class 30 contains 223959 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37670 members 
Mstep: Class 33 contains 12797 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 58162 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986192.000000 Penalty: 143991.093750
Iteration 342Q: 41 clusters Score -2.259862e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13547 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178909 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 54852 members 
Mstep: Class 11 contains 105873 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143621 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 117784 members 
Mstep: Class 18 contains 22065 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 168401 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34737 members 
Mstep: Class 25 contains 3684 members 
Mstep: Class 26 contains 188477 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38437 members 
Mstep: Class 30 contains 223957 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37673 members 
Mstep: Class 33 contains 12792 members 
Mstep: Class 34 contains 8432 members 
Mstep: Class 35 contains 58163 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 343Q: 41 clusters Score -2.259861e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13552 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178904 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 54851 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244398 members 
Mstep: Class 13 contains 22028 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143652 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 117786 members 
Mstep: Class 18 contains 22065 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 168405 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34739 members 
Mstep: Class 25 contains 3685 members 
Mstep: Class 26 contains 188454 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38431 members 
Mstep: Class 30 contains 223951 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37670 members 
Mstep: Class 33 contains 12783 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 58163 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986240.000000 Penalty: 143991.093750
Iteration 344Q: 41 clusters Score -2.259862e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13557 members 
Mstep: Class 4 contains 41495 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178904 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32062 members 
Mstep: Class 9 contains 10284 members 
Mstep: Class 10 contains 54850 members 
Mstep: Class 11 contains 105873 members 
Mstep: Class 12 contains 244397 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143694 members 
Mstep: Class 16 contains 24061 members 
Mstep: Class 17 contains 117784 members 
Mstep: Class 18 contains 22066 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7937 members 
Mstep: Class 22 contains 168404 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34742 members 
Mstep: Class 25 contains 3689 members 
Mstep: Class 26 contains 188423 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38423 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37670 members 
Mstep: Class 33 contains 12776 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 58164 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986176.000000 Penalty: 143991.093750
Iteration 345Q: 41 clusters Score -2.259862e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13557 members 
Mstep: Class 4 contains 41496 members 
Mstep: Class 5 contains 23414 members 
Mstep: Class 6 contains 178904 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32061 members 
Mstep: Class 9 contains 10284 members 
Mstep: Class 10 contains 54849 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143726 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 117783 members 
Mstep: Class 18 contains 22065 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 168404 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34746 members 
Mstep: Class 25 contains 3695 members 
Mstep: Class 26 contains 188401 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38421 members 
Mstep: Class 30 contains 223951 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37666 members 
Mstep: Class 33 contains 12769 members 
Mstep: Class 34 contains 8433 members 
Mstep: Class 35 contains 58163 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986400.000000 Penalty: 143991.093750
Iteration 346Q: 41 clusters Score -2.259864e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 60673 members 
Mstep: Class 3 contains 13564 members 
Mstep: Class 4 contains 41495 members 
Mstep: Class 5 contains 23414 members 
Mstep: Class 6 contains 178905 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32061 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 54848 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143753 members 
Mstep: Class 16 contains 24063 members 
Mstep: Class 17 contains 117782 members 
Mstep: Class 18 contains 22063 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 168402 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34743 members 
Mstep: Class 25 contains 3697 members 
Mstep: Class 26 contains 188384 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38416 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37666 members 
Mstep: Class 33 contains 12764 members 
Mstep: Class 34 contains 8434 members 
Mstep: Class 35 contains 58163 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986464.000000 Penalty: 143991.093750
Iteration 347Q: 41 clusters Score -2.259865e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13575 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178906 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 54844 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244387 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143772 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 117782 members 
Mstep: Class 18 contains 22063 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 168401 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34738 members 
Mstep: Class 25 contains 3700 members 
Mstep: Class 26 contains 188380 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38411 members 
Mstep: Class 30 contains 223951 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37660 members 
Mstep: Class 33 contains 12760 members 
Mstep: Class 34 contains 8436 members 
Mstep: Class 35 contains 58165 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986368.000000 Penalty: 143991.093750
Iteration 348Q: 41 clusters Score -2.259864e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178913 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 54844 members 
Mstep: Class 11 contains 105871 members 
Mstep: Class 12 contains 244388 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143783 members 
Mstep: Class 16 contains 24064 members 
Mstep: Class 17 contains 117781 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 168397 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34734 members 
Mstep: Class 25 contains 3703 members 
Mstep: Class 26 contains 188377 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38407 members 
Mstep: Class 30 contains 223951 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37659 members 
Mstep: Class 33 contains 12753 members 
Mstep: Class 34 contains 8438 members 
Mstep: Class 35 contains 58163 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 349Q: 41 clusters Score -2.259864e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13585 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178914 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10287 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105872 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143789 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 117781 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7934 members 
Mstep: Class 22 contains 168397 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34733 members 
Mstep: Class 25 contains 3705 members 
Mstep: Class 26 contains 188379 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38403 members 
Mstep: Class 30 contains 223951 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37656 members 
Mstep: Class 33 contains 12747 members 
Mstep: Class 34 contains 8440 members 
Mstep: Class 35 contains 58162 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 350Q: 41 clusters Score -2.259864e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13586 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178914 members 
Mstep: Class 7 contains 35730 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105875 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143793 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117780 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7935 members 
Mstep: Class 22 contains 168396 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34729 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188381 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38401 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37652 members 
Mstep: Class 33 contains 12745 members 
Mstep: Class 34 contains 8441 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986384.000000 Penalty: 143991.093750
Iteration 351Q: 41 clusters Score -2.259864e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13588 members 
Mstep: Class 4 contains 41494 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178915 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54844 members 
Mstep: Class 11 contains 105875 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143802 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117780 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7932 members 
Mstep: Class 22 contains 168395 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34728 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188383 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38394 members 
Mstep: Class 30 contains 223952 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37649 members 
Mstep: Class 33 contains 12743 members 
Mstep: Class 34 contains 8442 members 
Mstep: Class 35 contains 58160 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986352.000000 Penalty: 143991.093750
Iteration 352Q: 41 clusters Score -2.259864e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178915 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54844 members 
Mstep: Class 11 contains 105875 members 
Mstep: Class 12 contains 244392 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143814 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117782 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7932 members 
Mstep: Class 22 contains 168395 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188378 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38388 members 
Mstep: Class 30 contains 223952 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37646 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8442 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986240.000000 Penalty: 143991.093750
Iteration 353Q: 41 clusters Score -2.259862e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60672 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178916 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105873 members 
Mstep: Class 12 contains 244393 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143821 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117783 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7931 members 
Mstep: Class 22 contains 168394 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34722 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188376 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38387 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37645 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8443 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986304.000000 Penalty: 143991.093750
Iteration 354Q: 41 clusters Score -2.259863e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60671 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105871 members 
Mstep: Class 12 contains 244393 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143827 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117783 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 168392 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34723 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188373 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38386 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37644 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8443 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986320.000000 Penalty: 143991.093750
Iteration 355Q: 41 clusters Score -2.259863e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 41493 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105872 members 
Mstep: Class 12 contains 244392 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143835 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117786 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7936 members 
Mstep: Class 22 contains 168391 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188366 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38384 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37643 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8443 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986352.000000 Penalty: 143991.093750
Iteration 356Q: 41 clusters Score -2.259864e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35732 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105869 members 
Mstep: Class 12 contains 244393 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143842 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117786 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7941 members 
Mstep: Class 22 contains 168391 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188366 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38381 members 
Mstep: Class 30 contains 223948 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37640 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8443 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986272.000000 Penalty: 143991.093750
Iteration 357Q: 41 clusters Score -2.259863e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35731 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105868 members 
Mstep: Class 12 contains 244394 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143846 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117785 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168390 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188366 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38378 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37639 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8443 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986256.000000 Penalty: 143991.093750
Iteration 358Q: 41 clusters Score -2.259863e+08 nChanged 17
Entering ConstructFrom: 
Score: -225986256.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Entering Unmasked Estep 
Score: -1824844.000000 Penalty: 2401.900391
	Iteration 0F: 2 clusters Score -1824844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1813359.375000 Penalty: 4803.800781
	Iteration 0F: 3 clusters Score -1813359 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1816942.000000 Penalty: 4803.800781
	Iteration 1F: 3 clusters Score -1816942 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1817284.875000 Penalty: 4803.800781
	Iteration 2F: 3 clusters Score -1817285 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1817554.875000 Penalty: 4803.800781
	Iteration 3Q: 3 clusters Score -1817555 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1817797.750000 Penalty: 4803.800781
	Iteration 4Q: 3 clusters Score -1817798 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1818040.500000 Penalty: 4803.800781
	Iteration 5Q: 3 clusters Score -1818040 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1818293.000000 Penalty: 4803.800781
	Iteration 6Q: 3 clusters Score -1818293 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1818593.000000 Penalty: 4803.800781
	Iteration 7Q: 3 clusters Score -1818593 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1819017.125000 Penalty: 4803.800781
	Iteration 8Q: 3 clusters Score -1819017 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1819546.125000 Penalty: 4803.800781
	Iteration 9Q: 3 clusters Score -1819546 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1820174.000000 Penalty: 4803.800781
	Iteration 10F: 3 clusters Score -1820174 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1820842.750000 Penalty: 4803.800781
	Iteration 11F: 3 clusters Score -1820843 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1821494.375000 Penalty: 4803.800781
	Iteration 12Q: 3 clusters Score -1821494 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1822097.125000 Penalty: 4803.800781
	Iteration 13Q: 3 clusters Score -1822097 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1822553.500000 Penalty: 4803.800781
	Iteration 14Q: 3 clusters Score -1822554 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1822815.625000 Penalty: 4803.800781
	Iteration 15Q: 3 clusters Score -1822816 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1822952.250000 Penalty: 4803.800781
	Iteration 16Q: 3 clusters Score -1822952 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1823019.250000 Penalty: 4803.800781
	Iteration 17Q: 3 clusters Score -1823019 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1823047.625000 Penalty: 4803.800781
	Iteration 18Q: 3 clusters Score -1823048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1823071.500000 Penalty: 4803.800781
	Iteration 19Q: 3 clusters Score -1823072 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1823098.125000 Penalty: 4803.800781
	Iteration 20F: 3 clusters Score -1823098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1823104.250000 Penalty: 4803.800781
	Iteration 21Q: 3 clusters Score -1823104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1823117.875000 Penalty: 4803.800781
	Iteration 22Q: 3 clusters Score -1823118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1823127.375000 Penalty: 4803.800781
	Iteration 23Q: 3 clusters Score -1823127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1823137.875000 Penalty: 4803.800781
	Iteration 24Q: 3 clusters Score -1823138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1823144.375000 Penalty: 4803.800781
	Iteration 25Q: 3 clusters Score -1823144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1823149.625000 Penalty: 4803.800781
	Iteration 26Q: 3 clusters Score -1823150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1823155.375000 Penalty: 4803.800781
	Iteration 27Q: 3 clusters Score -1823155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1823159.125000 Penalty: 4803.800781
	Iteration 28Q: 3 clusters Score -1823159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1823164.000000 Penalty: 4803.800781
	Iteration 29Q: 3 clusters Score -1823164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1823173.625000 Penalty: 4803.800781
	Iteration 30Q: 3 clusters Score -1823174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1823177.000000 Penalty: 4803.800781
	Iteration 31Q: 3 clusters Score -1823177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1823177.875000 Penalty: 4803.800781
	Iteration 32Q: 3 clusters Score -1823178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1823180.750000 Penalty: 4803.800781
	Iteration 33Q: 3 clusters Score -1823181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1823183.125000 Penalty: 4803.800781
	Iteration 34Q: 3 clusters Score -1823183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1823184.375000 Penalty: 4803.800781
	Iteration 35Q: 3 clusters Score -1823184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1823183.125000 Penalty: 4803.800781
	Iteration 36Q: 3 clusters Score -1823183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1823185.250000 Penalty: 4803.800781
	Iteration 37Q: 3 clusters Score -1823185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1823185.500000 Penalty: 4803.800781
	Iteration 38Q: 3 clusters Score -1823186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1823189.000000 Penalty: 4803.800781
	Iteration 39Q: 3 clusters Score -1823189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1823188.375000 Penalty: 4803.800781
	Iteration 40F: 3 clusters Score -1823188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1823187.250000 Penalty: 4803.800781
	Iteration 41Q: 3 clusters Score -1823187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1823188.750000 Penalty: 4803.800781
	Iteration 42Q: 3 clusters Score -1823189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1823188.750000 Penalty: 4803.800781
	Iteration 43F: 3 clusters Score -1823189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Entering Unmasked Estep 
Score: -7035906.500000 Penalty: 2731.270752
	Iteration 0F: 2 clusters Score -7035906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -6995206.000000 Penalty: 5462.541504
	Iteration 0F: 3 clusters Score -6995206 nChanged 28169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -7011074.000000 Penalty: 5462.541504
	Iteration 1F: 3 clusters Score -7011074 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -7012259.000000 Penalty: 5462.541504
	Iteration 2Q: 3 clusters Score -7012259 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -7014177.500000 Penalty: 5462.541504
	Iteration 3F: 3 clusters Score -7014178 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -7016948.000000 Penalty: 5462.541504
	Iteration 4F: 3 clusters Score -7016948 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -7019826.500000 Penalty: 5462.541504
	Iteration 5F: 3 clusters Score -7019826 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7022112.500000 Penalty: 5462.541504
	Iteration 6F: 3 clusters Score -7022112 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -7023672.000000 Penalty: 5462.541504
	Iteration 7F: 3 clusters Score -7023672 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -7024896.500000 Penalty: 5462.541504
	Iteration 8Q: 3 clusters Score -7024896 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -7025852.500000 Penalty: 5462.541504
	Iteration 9Q: 3 clusters Score -7025852 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -7026572.500000 Penalty: 5462.541504
	Iteration 10Q: 3 clusters Score -7026572 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -7027231.500000 Penalty: 5462.541504
	Iteration 11Q: 3 clusters Score -7027232 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -7027935.500000 Penalty: 5462.541504
	Iteration 12Q: 3 clusters Score -7027936 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -7028758.000000 Penalty: 5462.541504
	Iteration 13Q: 3 clusters Score -7028758 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -7029691.500000 Penalty: 5462.541504
	Iteration 14Q: 3 clusters Score -7029692 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -7030613.500000 Penalty: 5462.541504
	Iteration 15Q: 3 clusters Score -7030614 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -7031367.500000 Penalty: 5462.541504
	Iteration 16Q: 3 clusters Score -7031368 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7032109.000000 Penalty: 5462.541504
	Iteration 17Q: 3 clusters Score -7032109 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -7032650.000000 Penalty: 5462.541504
	Iteration 18Q: 3 clusters Score -7032650 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7033028.000000 Penalty: 5462.541504
	Iteration 19Q: 3 clusters Score -7033028 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7033286.500000 Penalty: 5462.541504
	Iteration 20F: 3 clusters Score -7033286 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7033470.500000 Penalty: 5462.541504
	Iteration 21Q: 3 clusters Score -7033470 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7033658.000000 Penalty: 5462.541504
	Iteration 22Q: 3 clusters Score -7033658 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7033762.500000 Penalty: 5462.541504
	Iteration 23Q: 3 clusters Score -7033762 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7033844.500000 Penalty: 5462.541504
	Iteration 24Q: 3 clusters Score -7033844 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7033897.500000 Penalty: 5462.541504
	Iteration 25Q: 3 clusters Score -7033898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7033922.500000 Penalty: 5462.541504
	Iteration 26Q: 3 clusters Score -7033922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7033945.000000 Penalty: 5462.541504
	Iteration 27Q: 3 clusters Score -7033945 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7033960.500000 Penalty: 5462.541504
	Iteration 28Q: 3 clusters Score -7033960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7033966.000000 Penalty: 5462.541504
	Iteration 29Q: 3 clusters Score -7033966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7033970.500000 Penalty: 5462.541504
	Iteration 30Q: 3 clusters Score -7033970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7033980.000000 Penalty: 5462.541504
	Iteration 31Q: 3 clusters Score -7033980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7033984.500000 Penalty: 5462.541504
	Iteration 32Q: 3 clusters Score -7033984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7033981.000000 Penalty: 5462.541504
	Iteration 33Q: 3 clusters Score -7033981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7033982.500000 Penalty: 5462.541504
	Iteration 34Q: 3 clusters Score -7033982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7033985.000000 Penalty: 5462.541504
	Iteration 35Q: 3 clusters Score -7033985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7033986.000000 Penalty: 5462.541504
	Iteration 36Q: 3 clusters Score -7033986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7033987.000000 Penalty: 5462.541504
	Iteration 37Q: 3 clusters Score -7033987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7033994.500000 Penalty: 5462.541504
	Iteration 38Q: 3 clusters Score -7033994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7033994.500000 Penalty: 5462.541504
	Iteration 39Q: 3 clusters Score -7033994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7033994.500000 Penalty: 5462.541504
	Iteration 40F: 3 clusters Score -7033994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Entering Unmasked Estep 
Score: -1439859.000000 Penalty: 2360.238281
	Iteration 0F: 2 clusters Score -1439859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1429876.500000 Penalty: 4720.476562
	Iteration 0F: 3 clusters Score -1429876 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1433234.250000 Penalty: 4720.476562
	Iteration 1F: 3 clusters Score -1433234 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1433890.500000 Penalty: 4720.476562
	Iteration 2F: 3 clusters Score -1433890 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1434430.375000 Penalty: 4720.476562
	Iteration 3F: 3 clusters Score -1434430 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1434864.750000 Penalty: 4720.476562
	Iteration 4F: 3 clusters Score -1434865 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1435225.625000 Penalty: 4720.476562
	Iteration 5F: 3 clusters Score -1435226 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1435534.250000 Penalty: 4720.476562
	Iteration 6Q: 3 clusters Score -1435534 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1435803.875000 Penalty: 4720.476562
	Iteration 7Q: 3 clusters Score -1435804 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1436025.750000 Penalty: 4720.476562
	Iteration 8Q: 3 clusters Score -1436026 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1436180.875000 Penalty: 4720.476562
	Iteration 9Q: 3 clusters Score -1436181 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1436356.000000 Penalty: 4720.476562
	Iteration 10Q: 3 clusters Score -1436356 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1436511.375000 Penalty: 4720.476562
	Iteration 11Q: 3 clusters Score -1436511 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1436663.375000 Penalty: 4720.476562
	Iteration 12Q: 3 clusters Score -1436663 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1436812.750000 Penalty: 4720.476562
	Iteration 13Q: 3 clusters Score -1436813 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1436923.000000 Penalty: 4720.476562
	Iteration 14Q: 3 clusters Score -1436923 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1436999.750000 Penalty: 4720.476562
	Iteration 15Q: 3 clusters Score -1437000 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1437066.500000 Penalty: 4720.476562
	Iteration 16Q: 3 clusters Score -1437066 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1437115.500000 Penalty: 4720.476562
	Iteration 17Q: 3 clusters Score -1437116 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1437170.875000 Penalty: 4720.476562
	Iteration 18Q: 3 clusters Score -1437171 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1437214.875000 Penalty: 4720.476562
	Iteration 19Q: 3 clusters Score -1437215 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1437276.750000 Penalty: 4720.476562
	Iteration 20F: 3 clusters Score -1437277 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1437328.500000 Penalty: 4720.476562
	Iteration 21Q: 3 clusters Score -1437328 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1437386.625000 Penalty: 4720.476562
	Iteration 22Q: 3 clusters Score -1437387 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1437432.500000 Penalty: 4720.476562
	Iteration 23Q: 3 clusters Score -1437432 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1437478.375000 Penalty: 4720.476562
	Iteration 24Q: 3 clusters Score -1437478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1437531.375000 Penalty: 4720.476562
	Iteration 25Q: 3 clusters Score -1437531 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1437583.000000 Penalty: 4720.476562
	Iteration 26Q: 3 clusters Score -1437583 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1437634.250000 Penalty: 4720.476562
	Iteration 27Q: 3 clusters Score -1437634 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1437676.250000 Penalty: 4720.476562
	Iteration 28Q: 3 clusters Score -1437676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1437708.125000 Penalty: 4720.476562
	Iteration 29Q: 3 clusters Score -1437708 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1437734.125000 Penalty: 4720.476562
	Iteration 30Q: 3 clusters Score -1437734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1437756.000000 Penalty: 4720.476562
	Iteration 31Q: 3 clusters Score -1437756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1437774.625000 Penalty: 4720.476562
	Iteration 32Q: 3 clusters Score -1437775 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1437791.375000 Penalty: 4720.476562
	Iteration 33Q: 3 clusters Score -1437791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1437800.125000 Penalty: 4720.476562
	Iteration 34Q: 3 clusters Score -1437800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1437818.500000 Penalty: 4720.476562
	Iteration 35Q: 3 clusters Score -1437818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1437835.250000 Penalty: 4720.476562
	Iteration 36Q: 3 clusters Score -1437835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1437850.000000 Penalty: 4720.476562
	Iteration 37Q: 3 clusters Score -1437850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1437863.375000 Penalty: 4720.476562
	Iteration 38Q: 3 clusters Score -1437863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1437879.500000 Penalty: 4720.476562
	Iteration 39Q: 3 clusters Score -1437880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1437903.500000 Penalty: 4720.476562
	Iteration 40F: 3 clusters Score -1437904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1437921.750000 Penalty: 4720.476562
	Iteration 41Q: 3 clusters Score -1437922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1437935.875000 Penalty: 4720.476562
	Iteration 42Q: 3 clusters Score -1437936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1437954.750000 Penalty: 4720.476562
	Iteration 43Q: 3 clusters Score -1437955 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1437969.125000 Penalty: 4720.476562
	Iteration 44Q: 3 clusters Score -1437969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1437981.625000 Penalty: 4720.476562
	Iteration 45Q: 3 clusters Score -1437982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1438001.375000 Penalty: 4720.476562
	Iteration 46Q: 3 clusters Score -1438001 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1438010.000000 Penalty: 4720.476562
	Iteration 47Q: 3 clusters Score -1438010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1438014.625000 Penalty: 4720.476562
	Iteration 48Q: 3 clusters Score -1438015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1438022.125000 Penalty: 4720.476562
	Iteration 49Q: 3 clusters Score -1438022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1438030.500000 Penalty: 4720.476562
	Iteration 50Q: 3 clusters Score -1438030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1438037.125000 Penalty: 4720.476562
	Iteration 51Q: 3 clusters Score -1438037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1438046.875000 Penalty: 4720.476562
	Iteration 52Q: 3 clusters Score -1438047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1438053.875000 Penalty: 4720.476562
	Iteration 53Q: 3 clusters Score -1438054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1438058.625000 Penalty: 4720.476562
	Iteration 54Q: 3 clusters Score -1438059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1438058.000000 Penalty: 4720.476562
	Iteration 55Q: 3 clusters Score -1438058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1438060.750000 Penalty: 4720.476562
	Iteration 56Q: 3 clusters Score -1438061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1438075.500000 Penalty: 4720.476562
	Iteration 57Q: 3 clusters Score -1438076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1438085.250000 Penalty: 4720.476562
	Iteration 58Q: 3 clusters Score -1438085 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1438091.625000 Penalty: 4720.476562
	Iteration 59Q: 3 clusters Score -1438092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1438095.625000 Penalty: 4720.476562
	Iteration 60F: 3 clusters Score -1438096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1438103.625000 Penalty: 4720.476562
	Iteration 61Q: 3 clusters Score -1438104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1438110.125000 Penalty: 4720.476562
	Iteration 62Q: 3 clusters Score -1438110 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1438119.625000 Penalty: 4720.476562
	Iteration 63Q: 3 clusters Score -1438120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1438134.750000 Penalty: 4720.476562
	Iteration 64Q: 3 clusters Score -1438135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1438141.875000 Penalty: 4720.476562
	Iteration 65Q: 3 clusters Score -1438142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1438145.375000 Penalty: 4720.476562
	Iteration 66Q: 3 clusters Score -1438145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1438156.125000 Penalty: 4720.476562
	Iteration 67Q: 3 clusters Score -1438156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1438165.625000 Penalty: 4720.476562
	Iteration 68Q: 3 clusters Score -1438166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1438169.750000 Penalty: 4720.476562
	Iteration 69Q: 3 clusters Score -1438170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1438176.250000 Penalty: 4720.476562
	Iteration 70Q: 3 clusters Score -1438176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1438179.625000 Penalty: 4720.476562
	Iteration 71Q: 3 clusters Score -1438180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1438187.375000 Penalty: 4720.476562
	Iteration 72Q: 3 clusters Score -1438187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1438191.375000 Penalty: 4720.476562
	Iteration 73Q: 3 clusters Score -1438191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1438194.500000 Penalty: 4720.476562
	Iteration 74Q: 3 clusters Score -1438194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1438202.875000 Penalty: 4720.476562
	Iteration 75Q: 3 clusters Score -1438203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1438210.625000 Penalty: 4720.476562
	Iteration 76Q: 3 clusters Score -1438211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1438214.375000 Penalty: 4720.476562
	Iteration 77Q: 3 clusters Score -1438214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1438221.875000 Penalty: 4720.476562
	Iteration 78Q: 3 clusters Score -1438222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1438230.250000 Penalty: 4720.476562
	Iteration 79Q: 3 clusters Score -1438230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1438236.500000 Penalty: 4720.476562
	Iteration 80F: 3 clusters Score -1438236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1438245.375000 Penalty: 4720.476562
	Iteration 81Q: 3 clusters Score -1438245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1438248.375000 Penalty: 4720.476562
	Iteration 82Q: 3 clusters Score -1438248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1438258.125000 Penalty: 4720.476562
	Iteration 83Q: 3 clusters Score -1438258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1438262.875000 Penalty: 4720.476562
	Iteration 84Q: 3 clusters Score -1438263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1438274.625000 Penalty: 4720.476562
	Iteration 85Q: 3 clusters Score -1438275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1438281.750000 Penalty: 4720.476562
	Iteration 86Q: 3 clusters Score -1438282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1438285.250000 Penalty: 4720.476562
	Iteration 87Q: 3 clusters Score -1438285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1438291.875000 Penalty: 4720.476562
	Iteration 88Q: 3 clusters Score -1438292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1438296.000000 Penalty: 4720.476562
	Iteration 89Q: 3 clusters Score -1438296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1438297.750000 Penalty: 4720.476562
	Iteration 90Q: 3 clusters Score -1438298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1438297.875000 Penalty: 4720.476562
	Iteration 91Q: 3 clusters Score -1438298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1438302.750000 Penalty: 4720.476562
	Iteration 92Q: 3 clusters Score -1438303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1438312.125000 Penalty: 4720.476562
	Iteration 93Q: 3 clusters Score -1438312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1438311.875000 Penalty: 4720.476562
	Iteration 94Q: 3 clusters Score -1438312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1438315.000000 Penalty: 4720.476562
	Iteration 95Q: 3 clusters Score -1438315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1438317.375000 Penalty: 4720.476562
	Iteration 96Q: 3 clusters Score -1438317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1438322.500000 Penalty: 4720.476562
	Iteration 97Q: 3 clusters Score -1438322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1438330.000000 Penalty: 4720.476562
	Iteration 98Q: 3 clusters Score -1438330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1438333.000000 Penalty: 4720.476562
	Iteration 99Q: 3 clusters Score -1438333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1438342.000000 Penalty: 4720.476562
	Iteration 100F: 3 clusters Score -1438342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1438340.000000 Penalty: 4720.476562
	Iteration 101Q: 3 clusters Score -1438340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1438346.000000 Penalty: 4720.476562
	Iteration 102Q: 3 clusters Score -1438346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1438352.875000 Penalty: 4720.476562
	Iteration 103Q: 3 clusters Score -1438353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1438357.750000 Penalty: 4720.476562
	Iteration 104Q: 3 clusters Score -1438358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1438360.250000 Penalty: 4720.476562
	Iteration 105Q: 3 clusters Score -1438360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1438363.125000 Penalty: 4720.476562
	Iteration 106Q: 3 clusters Score -1438363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1438372.500000 Penalty: 4720.476562
	Iteration 107Q: 3 clusters Score -1438372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1438378.000000 Penalty: 4720.476562
	Iteration 108Q: 3 clusters Score -1438378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1438379.000000 Penalty: 4720.476562
	Iteration 109Q: 3 clusters Score -1438379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1438381.750000 Penalty: 4720.476562
	Iteration 110Q: 3 clusters Score -1438382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1438393.125000 Penalty: 4720.476562
	Iteration 111Q: 3 clusters Score -1438393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -1438395.500000 Penalty: 4720.476562
	Iteration 112Q: 3 clusters Score -1438396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1438399.750000 Penalty: 4720.476562
	Iteration 113Q: 3 clusters Score -1438400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1438397.375000 Penalty: 4720.476562
	Iteration 114Q: 3 clusters Score -1438397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1438397.250000 Penalty: 4720.476562
	Iteration 115Q: 3 clusters Score -1438397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1438399.125000 Penalty: 4720.476562
	Iteration 116Q: 3 clusters Score -1438399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1438401.250000 Penalty: 4720.476562
	Iteration 117Q: 3 clusters Score -1438401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1438400.625000 Penalty: 4720.476562
	Iteration 118Q: 3 clusters Score -1438401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1438405.750000 Penalty: 4720.476562
	Iteration 119Q: 3 clusters Score -1438406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1438406.625000 Penalty: 4720.476562
	Iteration 120F: 3 clusters Score -1438407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1438407.000000 Penalty: 4720.476562
	Iteration 121Q: 3 clusters Score -1438407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1438412.250000 Penalty: 4720.476562
	Iteration 122Q: 3 clusters Score -1438412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1438414.375000 Penalty: 4720.476562
	Iteration 123Q: 3 clusters Score -1438414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1438416.125000 Penalty: 4720.476562
	Iteration 124Q: 3 clusters Score -1438416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1438417.125000 Penalty: 4720.476562
	Iteration 125Q: 3 clusters Score -1438417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1438416.000000 Penalty: 4720.476562
	Iteration 126Q: 3 clusters Score -1438416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1438417.375000 Penalty: 4720.476562
	Iteration 127Q: 3 clusters Score -1438417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1438419.125000 Penalty: 4720.476562
	Iteration 128Q: 3 clusters Score -1438419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1438421.000000 Penalty: 4720.476562
	Iteration 129Q: 3 clusters Score -1438421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1438421.875000 Penalty: 4720.476562
	Iteration 130Q: 3 clusters Score -1438422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1438423.500000 Penalty: 4720.476562
	Iteration 131Q: 3 clusters Score -1438424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1438426.000000 Penalty: 4720.476562
	Iteration 132Q: 3 clusters Score -1438426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1438426.000000 Penalty: 4720.476562
	Iteration 133F: 3 clusters Score -1438426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Entering Unmasked Estep 
Score: -4803748.000000 Penalty: 2637.041504
	Iteration 0F: 2 clusters Score -4803748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4775762.500000 Penalty: 5274.083008
	Iteration 0F: 3 clusters Score -4775762 nChanged 18908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -4786694.000000 Penalty: 5274.083008
	Iteration 1F: 3 clusters Score -4786694 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -4787862.000000 Penalty: 5274.083008
	Iteration 2F: 3 clusters Score -4787862 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4789408.500000 Penalty: 5274.083008
	Iteration 3F: 3 clusters Score -4789408 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -4791319.000000 Penalty: 5274.083008
	Iteration 4F: 3 clusters Score -4791319 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -4793255.500000 Penalty: 5274.083008
	Iteration 5F: 3 clusters Score -4793256 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4795181.000000 Penalty: 5274.083008
	Iteration 6F: 3 clusters Score -4795181 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -4796859.500000 Penalty: 5274.083008
	Iteration 7F: 3 clusters Score -4796860 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -4798190.500000 Penalty: 5274.083008
	Iteration 8Q: 3 clusters Score -4798190 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4799294.000000 Penalty: 5274.083008
	Iteration 9Q: 3 clusters Score -4799294 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -4800036.000000 Penalty: 5274.083008
	Iteration 10Q: 3 clusters Score -4800036 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4800573.500000 Penalty: 5274.083008
	Iteration 11Q: 3 clusters Score -4800574 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -4800943.000000 Penalty: 5274.083008
	Iteration 12Q: 3 clusters Score -4800943 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -4801206.000000 Penalty: 5274.083008
	Iteration 13Q: 3 clusters Score -4801206 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -4801347.000000 Penalty: 5274.083008
	Iteration 14Q: 3 clusters Score -4801347 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4801453.000000 Penalty: 5274.083008
	Iteration 15Q: 3 clusters Score -4801453 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -4801520.500000 Penalty: 5274.083008
	Iteration 16Q: 3 clusters Score -4801520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4801563.500000 Penalty: 5274.083008
	Iteration 17Q: 3 clusters Score -4801564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -4801590.000000 Penalty: 5274.083008
	Iteration 18Q: 3 clusters Score -4801590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -4801622.000000 Penalty: 5274.083008
	Iteration 19Q: 3 clusters Score -4801622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -4801630.000000 Penalty: 5274.083008
	Iteration 20F: 3 clusters Score -4801630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4801640.500000 Penalty: 5274.083008
	Iteration 21Q: 3 clusters Score -4801640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -4801640.000000 Penalty: 5274.083008
	Iteration 22Q: 3 clusters Score -4801640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -4801645.000000 Penalty: 5274.083008
	Iteration 23Q: 3 clusters Score -4801645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -4801649.000000 Penalty: 5274.083008
	Iteration 24Q: 3 clusters Score -4801649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4801649.500000 Penalty: 5274.083008
	Iteration 25Q: 3 clusters Score -4801650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4801656.000000 Penalty: 5274.083008
	Iteration 26Q: 3 clusters Score -4801656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4801655.500000 Penalty: 5274.083008
	Iteration 27Q: 3 clusters Score -4801656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4801663.000000 Penalty: 5274.083008
	Iteration 28Q: 3 clusters Score -4801663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4801662.000000 Penalty: 5274.083008
	Iteration 29Q: 3 clusters Score -4801662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -4801658.000000 Penalty: 5274.083008
	Iteration 30Q: 3 clusters Score -4801658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -4801659.000000 Penalty: 5274.083008
	Iteration 31Q: 3 clusters Score -4801659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -4801666.500000 Penalty: 5274.083008
	Iteration 32Q: 3 clusters Score -4801666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -4801667.000000 Penalty: 5274.083008
	Iteration 33Q: 3 clusters Score -4801667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -4801666.000000 Penalty: 5274.083008
	Iteration 34Q: 3 clusters Score -4801666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -4801666.000000 Penalty: 5274.083008
	Iteration 35F: 3 clusters Score -4801666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Entering Unmasked Estep 
Score: -2654856.250000 Penalty: 2495.139648
	Iteration 0F: 2 clusters Score -2654856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2638527.000000 Penalty: 4990.279297
	Iteration 0F: 3 clusters Score -2638527 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2644190.000000 Penalty: 4990.279297
	Iteration 1F: 3 clusters Score -2644190 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2644708.750000 Penalty: 4990.279297
	Iteration 2F: 3 clusters Score -2644709 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2645189.500000 Penalty: 4990.279297
	Iteration 3F: 3 clusters Score -2645190 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2645601.500000 Penalty: 4990.279297
	Iteration 4Q: 3 clusters Score -2645602 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2646019.500000 Penalty: 4990.279297
	Iteration 5Q: 3 clusters Score -2646020 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2646518.750000 Penalty: 4990.279297
	Iteration 6Q: 3 clusters Score -2646519 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2647164.750000 Penalty: 4990.279297
	Iteration 7Q: 3 clusters Score -2647165 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2647991.250000 Penalty: 4990.279297
	Iteration 8F: 3 clusters Score -2647991 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2648908.250000 Penalty: 4990.279297
	Iteration 9F: 3 clusters Score -2648908 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2649851.000000 Penalty: 4990.279297
	Iteration 10F: 3 clusters Score -2649851 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2650538.000000 Penalty: 4990.279297
	Iteration 11Q: 3 clusters Score -2650538 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2651014.750000 Penalty: 4990.279297
	Iteration 12Q: 3 clusters Score -2651015 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2651382.000000 Penalty: 4990.279297
	Iteration 13Q: 3 clusters Score -2651382 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2651702.250000 Penalty: 4990.279297
	Iteration 14Q: 3 clusters Score -2651702 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2652003.000000 Penalty: 4990.279297
	Iteration 15Q: 3 clusters Score -2652003 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2652246.250000 Penalty: 4990.279297
	Iteration 16Q: 3 clusters Score -2652246 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2652471.500000 Penalty: 4990.279297
	Iteration 17Q: 3 clusters Score -2652472 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2652633.000000 Penalty: 4990.279297
	Iteration 18Q: 3 clusters Score -2652633 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2652767.000000 Penalty: 4990.279297
	Iteration 19Q: 3 clusters Score -2652767 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2652877.250000 Penalty: 4990.279297
	Iteration 20F: 3 clusters Score -2652877 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2652991.000000 Penalty: 4990.279297
	Iteration 21Q: 3 clusters Score -2652991 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2653077.000000 Penalty: 4990.279297
	Iteration 22Q: 3 clusters Score -2653077 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2653147.000000 Penalty: 4990.279297
	Iteration 23Q: 3 clusters Score -2653147 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2653220.000000 Penalty: 4990.279297
	Iteration 24Q: 3 clusters Score -2653220 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2653271.000000 Penalty: 4990.279297
	Iteration 25Q: 3 clusters Score -2653271 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2653309.750000 Penalty: 4990.279297
	Iteration 26Q: 3 clusters Score -2653310 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2653342.250000 Penalty: 4990.279297
	Iteration 27Q: 3 clusters Score -2653342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2653364.750000 Penalty: 4990.279297
	Iteration 28Q: 3 clusters Score -2653365 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2653376.250000 Penalty: 4990.279297
	Iteration 29Q: 3 clusters Score -2653376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2653397.500000 Penalty: 4990.279297
	Iteration 30Q: 3 clusters Score -2653398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2653409.250000 Penalty: 4990.279297
	Iteration 31Q: 3 clusters Score -2653409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2653411.000000 Penalty: 4990.279297
	Iteration 32Q: 3 clusters Score -2653411 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2653414.750000 Penalty: 4990.279297
	Iteration 33Q: 3 clusters Score -2653415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2653422.250000 Penalty: 4990.279297
	Iteration 34Q: 3 clusters Score -2653422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2653425.250000 Penalty: 4990.279297
	Iteration 35Q: 3 clusters Score -2653425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2653418.250000 Penalty: 4990.279297
	Iteration 36Q: 3 clusters Score -2653418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2653419.250000 Penalty: 4990.279297
	Iteration 37Q: 3 clusters Score -2653419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2653425.250000 Penalty: 4990.279297
	Iteration 38Q: 3 clusters Score -2653425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2653421.000000 Penalty: 4990.279297
	Iteration 39Q: 3 clusters Score -2653421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2653420.500000 Penalty: 4990.279297
	Iteration 40F: 3 clusters Score -2653420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2653423.500000 Penalty: 4990.279297
	Iteration 41Q: 3 clusters Score -2653424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2653428.000000 Penalty: 4990.279297
	Iteration 42Q: 3 clusters Score -2653428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2653430.000000 Penalty: 4990.279297
	Iteration 43Q: 3 clusters Score -2653430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -2653431.000000 Penalty: 4990.279297
	Iteration 44Q: 3 clusters Score -2653431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2653426.000000 Penalty: 4990.279297
	Iteration 45Q: 3 clusters Score -2653426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -2653428.500000 Penalty: 4990.279297
	Iteration 46Q: 3 clusters Score -2653428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2653428.500000 Penalty: 4990.279297
	Iteration 47Q: 3 clusters Score -2653428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2653431.750000 Penalty: 4990.279297
	Iteration 48Q: 3 clusters Score -2653432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2653430.000000 Penalty: 4990.279297
	Iteration 49Q: 3 clusters Score -2653430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2653431.000000 Penalty: 4990.279297
	Iteration 50Q: 3 clusters Score -2653431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2653431.000000 Penalty: 4990.279297
	Iteration 51F: 3 clusters Score -2653431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Entering Unmasked Estep 
Score: -21139086.000000 Penalty: 2999.481201
	Iteration 0F: 2 clusters Score -2.113909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 89087 members 
Entering Unmasked Estep 
Score: -21023990.000000 Penalty: 5998.962402
	Iteration 0F: 3 clusters Score -2.102399e+07 nChanged 85787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95660 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -21074154.000000 Penalty: 5998.962402
	Iteration 1F: 3 clusters Score -2.107415e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99941 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -21076120.000000 Penalty: 5998.962402
	Iteration 2Q: 3 clusters Score -2.107612e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106809 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -21079706.000000 Penalty: 5998.962402
	Iteration 3Q: 3 clusters Score -2.107971e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116764 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -21086130.000000 Penalty: 5998.962402
	Iteration 4F: 3 clusters Score -2.108613e+07 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130069 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -21096360.000000 Penalty: 5998.962402
	Iteration 5F: 3 clusters Score -2.109636e+07 nChanged 15414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -21109856.000000 Penalty: 5998.962402
	Iteration 6F: 3 clusters Score -2.110986e+07 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158904 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -21122242.000000 Penalty: 5998.962402
	Iteration 7F: 3 clusters Score -2.112224e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168998 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -21130108.000000 Penalty: 5998.962402
	Iteration 8F: 3 clusters Score -2.113011e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174808 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -21134226.000000 Penalty: 5998.962402
	Iteration 9Q: 3 clusters Score -2.113423e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -21135660.000000 Penalty: 5998.962402
	Iteration 10Q: 3 clusters Score -2.113566e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178154 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -21136116.000000 Penalty: 5998.962402
	Iteration 11Q: 3 clusters Score -2.113612e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21136310.000000 Penalty: 5998.962402
	Iteration 12Q: 3 clusters Score -2.113631e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21136418.000000 Penalty: 5998.962402
	Iteration 13Q: 3 clusters Score -2.113642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21136506.000000 Penalty: 5998.962402
	Iteration 14Q: 3 clusters Score -2.113651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178563 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21136554.000000 Penalty: 5998.962402
	Iteration 15Q: 3 clusters Score -2.113655e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178581 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -21136572.000000 Penalty: 5998.962402
	Iteration 16Q: 3 clusters Score -2.113657e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21136596.000000 Penalty: 5998.962402
	Iteration 17Q: 3 clusters Score -2.11366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178588 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21136604.000000 Penalty: 5998.962402
	Iteration 18Q: 3 clusters Score -2.11366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178590 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21136610.000000 Penalty: 5998.962402
	Iteration 19Q: 3 clusters Score -2.113661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178592 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21136610.000000 Penalty: 5998.962402
	Iteration 20F: 3 clusters Score -2.113661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21136608.000000 Penalty: 5998.962402
	Iteration 21Q: 3 clusters Score -2.113661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178591 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21136608.000000 Penalty: 5998.962402
	Iteration 22F: 3 clusters Score -2.113661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Entering Unmasked Estep 
Score: -4172813.250000 Penalty: 2599.989746
	Iteration 0F: 2 clusters Score -4172813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4148502.500000 Penalty: 5199.979492
	Iteration 0F: 3 clusters Score -4148502 nChanged 16315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4157369.250000 Penalty: 5199.979492
	Iteration 1F: 3 clusters Score -4157369 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4157938.750000 Penalty: 5199.979492
	Iteration 2Q: 3 clusters Score -4157939 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4158565.500000 Penalty: 5199.979492
	Iteration 3Q: 3 clusters Score -4158566 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -4159399.250000 Penalty: 5199.979492
	Iteration 4F: 3 clusters Score -4159399 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4160625.750000 Penalty: 5199.979492
	Iteration 5F: 3 clusters Score -4160626 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4162227.250000 Penalty: 5199.979492
	Iteration 6F: 3 clusters Score -4162227 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4164148.250000 Penalty: 5199.979492
	Iteration 7F: 3 clusters Score -4164148 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4166039.000000 Penalty: 5199.979492
	Iteration 8F: 3 clusters Score -4166039 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4167628.500000 Penalty: 5199.979492
	Iteration 9F: 3 clusters Score -4167628 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4168838.250000 Penalty: 5199.979492
	Iteration 10Q: 3 clusters Score -4168838 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4169651.500000 Penalty: 5199.979492
	Iteration 11Q: 3 clusters Score -4169652 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4170119.750000 Penalty: 5199.979492
	Iteration 12Q: 3 clusters Score -4170120 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4170382.750000 Penalty: 5199.979492
	Iteration 13Q: 3 clusters Score -4170383 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4170507.750000 Penalty: 5199.979492
	Iteration 14Q: 3 clusters Score -4170508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4170595.750000 Penalty: 5199.979492
	Iteration 15Q: 3 clusters Score -4170596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -4170629.500000 Penalty: 5199.979492
	Iteration 16Q: 3 clusters Score -4170630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -4170665.000000 Penalty: 5199.979492
	Iteration 17Q: 3 clusters Score -4170665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -4170699.000000 Penalty: 5199.979492
	Iteration 18Q: 3 clusters Score -4170699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4170724.250000 Penalty: 5199.979492
	Iteration 19Q: 3 clusters Score -4170724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4170726.250000 Penalty: 5199.979492
	Iteration 20F: 3 clusters Score -4170726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -4170751.250000 Penalty: 5199.979492
	Iteration 21Q: 3 clusters Score -4170751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4170771.250000 Penalty: 5199.979492
	Iteration 22Q: 3 clusters Score -4170771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4170788.750000 Penalty: 5199.979492
	Iteration 23Q: 3 clusters Score -4170789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4170800.500000 Penalty: 5199.979492
	Iteration 24Q: 3 clusters Score -4170800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4170821.750000 Penalty: 5199.979492
	Iteration 25Q: 3 clusters Score -4170822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4170823.250000 Penalty: 5199.979492
	Iteration 26Q: 3 clusters Score -4170823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4170830.500000 Penalty: 5199.979492
	Iteration 27Q: 3 clusters Score -4170830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -4170826.250000 Penalty: 5199.979492
	Iteration 28Q: 3 clusters Score -4170826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4170822.500000 Penalty: 5199.979492
	Iteration 29Q: 3 clusters Score -4170822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4170834.250000 Penalty: 5199.979492
	Iteration 30Q: 3 clusters Score -4170834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4170826.750000 Penalty: 5199.979492
	Iteration 31Q: 3 clusters Score -4170827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4170829.250000 Penalty: 5199.979492
	Iteration 32Q: 3 clusters Score -4170829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4170831.750000 Penalty: 5199.979492
	Iteration 33Q: 3 clusters Score -4170832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4170833.500000 Penalty: 5199.979492
	Iteration 34Q: 3 clusters Score -4170834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4170833.500000 Penalty: 5199.979492
	Iteration 35F: 3 clusters Score -4170834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Entering Unmasked Estep 
Score: -3785493.250000 Penalty: 2573.074951
	Iteration 0F: 2 clusters Score -3785493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3763637.000000 Penalty: 5146.149902
	Iteration 0F: 3 clusters Score -3763637 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3771465.250000 Penalty: 5146.149902
	Iteration 1F: 3 clusters Score -3771465 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3772058.500000 Penalty: 5146.149902
	Iteration 2Q: 3 clusters Score -3772058 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3772732.250000 Penalty: 5146.149902
	Iteration 3Q: 3 clusters Score -3772732 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3773495.250000 Penalty: 5146.149902
	Iteration 4F: 3 clusters Score -3773495 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3774484.250000 Penalty: 5146.149902
	Iteration 5F: 3 clusters Score -3774484 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3775866.000000 Penalty: 5146.149902
	Iteration 6F: 3 clusters Score -3775866 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3777500.250000 Penalty: 5146.149902
	Iteration 7F: 3 clusters Score -3777500 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3779028.750000 Penalty: 5146.149902
	Iteration 8F: 3 clusters Score -3779029 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3780217.750000 Penalty: 5146.149902
	Iteration 9F: 3 clusters Score -3780218 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3781029.250000 Penalty: 5146.149902
	Iteration 10Q: 3 clusters Score -3781029 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3781500.000000 Penalty: 5146.149902
	Iteration 11Q: 3 clusters Score -3781500 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3781811.500000 Penalty: 5146.149902
	Iteration 12Q: 3 clusters Score -3781812 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3782026.250000 Penalty: 5146.149902
	Iteration 13Q: 3 clusters Score -3782026 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3782215.500000 Penalty: 5146.149902
	Iteration 14Q: 3 clusters Score -3782216 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3782361.000000 Penalty: 5146.149902
	Iteration 15Q: 3 clusters Score -3782361 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3782508.250000 Penalty: 5146.149902
	Iteration 16Q: 3 clusters Score -3782508 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3782643.000000 Penalty: 5146.149902
	Iteration 17Q: 3 clusters Score -3782643 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3782781.500000 Penalty: 5146.149902
	Iteration 18Q: 3 clusters Score -3782782 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3782912.250000 Penalty: 5146.149902
	Iteration 19Q: 3 clusters Score -3782912 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3783022.750000 Penalty: 5146.149902
	Iteration 20F: 3 clusters Score -3783023 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3783125.000000 Penalty: 5146.149902
	Iteration 21Q: 3 clusters Score -3783125 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3783235.500000 Penalty: 5146.149902
	Iteration 22Q: 3 clusters Score -3783236 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3783330.750000 Penalty: 5146.149902
	Iteration 23Q: 3 clusters Score -3783331 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3783410.500000 Penalty: 5146.149902
	Iteration 24Q: 3 clusters Score -3783410 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -3783492.000000 Penalty: 5146.149902
	Iteration 25Q: 3 clusters Score -3783492 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3783558.000000 Penalty: 5146.149902
	Iteration 26Q: 3 clusters Score -3783558 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3783633.250000 Penalty: 5146.149902
	Iteration 27Q: 3 clusters Score -3783633 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3783680.750000 Penalty: 5146.149902
	Iteration 28Q: 3 clusters Score -3783681 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -3783699.500000 Penalty: 5146.149902
	Iteration 29Q: 3 clusters Score -3783700 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3783741.250000 Penalty: 5146.149902
	Iteration 30Q: 3 clusters Score -3783741 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3783783.500000 Penalty: 5146.149902
	Iteration 31Q: 3 clusters Score -3783784 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3783817.000000 Penalty: 5146.149902
	Iteration 32Q: 3 clusters Score -3783817 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3783835.250000 Penalty: 5146.149902
	Iteration 33Q: 3 clusters Score -3783835 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3783850.000000 Penalty: 5146.149902
	Iteration 34Q: 3 clusters Score -3783850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3783861.500000 Penalty: 5146.149902
	Iteration 35Q: 3 clusters Score -3783862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3783880.250000 Penalty: 5146.149902
	Iteration 36Q: 3 clusters Score -3783880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3783883.250000 Penalty: 5146.149902
	Iteration 37Q: 3 clusters Score -3783883 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3783878.750000 Penalty: 5146.149902
	Iteration 38Q: 3 clusters Score -3783879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3783893.000000 Penalty: 5146.149902
	Iteration 39Q: 3 clusters Score -3783893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3783887.750000 Penalty: 5146.149902
	Iteration 40F: 3 clusters Score -3783888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3783886.000000 Penalty: 5146.149902
	Iteration 41Q: 3 clusters Score -3783886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3783879.500000 Penalty: 5146.149902
	Iteration 42Q: 3 clusters Score -3783880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3783883.750000 Penalty: 5146.149902
	Iteration 43Q: 3 clusters Score -3783884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3783882.250000 Penalty: 5146.149902
	Iteration 44Q: 3 clusters Score -3783882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3783893.250000 Penalty: 5146.149902
	Iteration 45Q: 3 clusters Score -3783893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3783893.250000 Penalty: 5146.149902
	Iteration 46Q: 3 clusters Score -3783893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3783890.000000 Penalty: 5146.149902
	Iteration 47Q: 3 clusters Score -3783890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3783902.500000 Penalty: 5146.149902
	Iteration 48Q: 3 clusters Score -3783902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3783904.500000 Penalty: 5146.149902
	Iteration 49Q: 3 clusters Score -3783904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3783905.000000 Penalty: 5146.149902
	Iteration 50Q: 3 clusters Score -3783905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3783917.500000 Penalty: 5146.149902
	Iteration 51Q: 3 clusters Score -3783918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3783913.500000 Penalty: 5146.149902
	Iteration 52Q: 3 clusters Score -3783914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -3783916.750000 Penalty: 5146.149902
	Iteration 53Q: 3 clusters Score -3783917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3783918.250000 Penalty: 5146.149902
	Iteration 54Q: 3 clusters Score -3783918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3783915.500000 Penalty: 5146.149902
	Iteration 55Q: 3 clusters Score -3783916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3783912.250000 Penalty: 5146.149902
	Iteration 56Q: 3 clusters Score -3783912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3783910.500000 Penalty: 5146.149902
	Iteration 57Q: 3 clusters Score -3783910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3783909.500000 Penalty: 5146.149902
	Iteration 58Q: 3 clusters Score -3783910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -3783912.000000 Penalty: 5146.149902
	Iteration 59Q: 3 clusters Score -3783912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3783912.250000 Penalty: 5146.149902
	Iteration 60F: 3 clusters Score -3783912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3783907.250000 Penalty: 5146.149902
	Iteration 61Q: 3 clusters Score -3783907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3783915.750000 Penalty: 5146.149902
	Iteration 62Q: 3 clusters Score -3783916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3783914.250000 Penalty: 5146.149902
	Iteration 63Q: 3 clusters Score -3783914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3783914.250000 Penalty: 5146.149902
	Iteration 64F: 3 clusters Score -3783914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -1139008.875000 Penalty: 2291.254150
	Iteration 0F: 2 clusters Score -1139009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1131234.500000 Penalty: 4582.508301
	Iteration 0F: 3 clusters Score -1131234 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1133616.625000 Penalty: 4582.508301
	Iteration 1F: 3 clusters Score -1133617 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1134043.125000 Penalty: 4582.508301
	Iteration 2F: 3 clusters Score -1134043 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1134408.500000 Penalty: 4582.508301
	Iteration 3F: 3 clusters Score -1134408 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1134720.375000 Penalty: 4582.508301
	Iteration 4F: 3 clusters Score -1134720 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1135002.000000 Penalty: 4582.508301
	Iteration 5Q: 3 clusters Score -1135002 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1135223.000000 Penalty: 4582.508301
	Iteration 6Q: 3 clusters Score -1135223 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1135454.000000 Penalty: 4582.508301
	Iteration 7Q: 3 clusters Score -1135454 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1135642.125000 Penalty: 4582.508301
	Iteration 8Q: 3 clusters Score -1135642 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1135819.500000 Penalty: 4582.508301
	Iteration 9Q: 3 clusters Score -1135820 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1135980.500000 Penalty: 4582.508301
	Iteration 10Q: 3 clusters Score -1135980 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1136141.500000 Penalty: 4582.508301
	Iteration 11Q: 3 clusters Score -1136142 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1136270.250000 Penalty: 4582.508301
	Iteration 12Q: 3 clusters Score -1136270 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1136367.125000 Penalty: 4582.508301
	Iteration 13Q: 3 clusters Score -1136367 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1136437.875000 Penalty: 4582.508301
	Iteration 14Q: 3 clusters Score -1136438 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1136488.750000 Penalty: 4582.508301
	Iteration 15Q: 3 clusters Score -1136489 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1136535.125000 Penalty: 4582.508301
	Iteration 16Q: 3 clusters Score -1136535 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1136575.000000 Penalty: 4582.508301
	Iteration 17Q: 3 clusters Score -1136575 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1136611.375000 Penalty: 4582.508301
	Iteration 18Q: 3 clusters Score -1136611 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1136646.750000 Penalty: 4582.508301
	Iteration 19Q: 3 clusters Score -1136647 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1136675.125000 Penalty: 4582.508301
	Iteration 20F: 3 clusters Score -1136675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1136700.375000 Penalty: 4582.508301
	Iteration 21Q: 3 clusters Score -1136700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1136726.875000 Penalty: 4582.508301
	Iteration 22Q: 3 clusters Score -1136727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1136749.625000 Penalty: 4582.508301
	Iteration 23Q: 3 clusters Score -1136750 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1136776.375000 Penalty: 4582.508301
	Iteration 24Q: 3 clusters Score -1136776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1136804.500000 Penalty: 4582.508301
	Iteration 25Q: 3 clusters Score -1136804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1136843.000000 Penalty: 4582.508301
	Iteration 26Q: 3 clusters Score -1136843 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1136884.375000 Penalty: 4582.508301
	Iteration 27Q: 3 clusters Score -1136884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1136926.500000 Penalty: 4582.508301
	Iteration 28Q: 3 clusters Score -1136926 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1136955.125000 Penalty: 4582.508301
	Iteration 29Q: 3 clusters Score -1136955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1136989.500000 Penalty: 4582.508301
	Iteration 30Q: 3 clusters Score -1136990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1137020.750000 Penalty: 4582.508301
	Iteration 31Q: 3 clusters Score -1137021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1137046.875000 Penalty: 4582.508301
	Iteration 32Q: 3 clusters Score -1137047 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1137061.875000 Penalty: 4582.508301
	Iteration 33Q: 3 clusters Score -1137062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1137075.625000 Penalty: 4582.508301
	Iteration 34Q: 3 clusters Score -1137076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1137091.000000 Penalty: 4582.508301
	Iteration 35Q: 3 clusters Score -1137091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1137100.750000 Penalty: 4582.508301
	Iteration 36Q: 3 clusters Score -1137101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1137107.000000 Penalty: 4582.508301
	Iteration 37Q: 3 clusters Score -1137107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1137107.625000 Penalty: 4582.508301
	Iteration 38Q: 3 clusters Score -1137108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1137109.375000 Penalty: 4582.508301
	Iteration 39Q: 3 clusters Score -1137109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1137112.750000 Penalty: 4582.508301
	Iteration 40F: 3 clusters Score -1137113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1137114.000000 Penalty: 4582.508301
	Iteration 41Q: 3 clusters Score -1137114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1137116.250000 Penalty: 4582.508301
	Iteration 42Q: 3 clusters Score -1137116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1137118.625000 Penalty: 4582.508301
	Iteration 43Q: 3 clusters Score -1137119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1137117.375000 Penalty: 4582.508301
	Iteration 44Q: 3 clusters Score -1137117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1137117.625000 Penalty: 4582.508301
	Iteration 45Q: 3 clusters Score -1137118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1137118.500000 Penalty: 4582.508301
	Iteration 46Q: 3 clusters Score -1137118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1137120.125000 Penalty: 4582.508301
	Iteration 47Q: 3 clusters Score -1137120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1137122.875000 Penalty: 4582.508301
	Iteration 48Q: 3 clusters Score -1137123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1137122.875000 Penalty: 4582.508301
	Iteration 49Q: 3 clusters Score -1137123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1137127.125000 Penalty: 4582.508301
	Iteration 50Q: 3 clusters Score -1137127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1137124.125000 Penalty: 4582.508301
	Iteration 51Q: 3 clusters Score -1137124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1137123.750000 Penalty: 4582.508301
	Iteration 52Q: 3 clusters Score -1137124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1137123.750000 Penalty: 4582.508301
	Iteration 53Q: 3 clusters Score -1137124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1137123.750000 Penalty: 4582.508301
	Iteration 54F: 3 clusters Score -1137124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Entering Unmasked Estep 
Score: -6398460.500000 Penalty: 2706.223877
	Iteration 0F: 2 clusters Score -6398460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -6361526.000000 Penalty: 5412.447754
	Iteration 0F: 3 clusters Score -6361526 nChanged 25363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -6375791.000000 Penalty: 5412.447754
	Iteration 1F: 3 clusters Score -6375791 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6376659.000000 Penalty: 5412.447754
	Iteration 2Q: 3 clusters Score -6376659 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -6377833.000000 Penalty: 5412.447754
	Iteration 3F: 3 clusters Score -6377833 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -6379508.000000 Penalty: 5412.447754
	Iteration 4F: 3 clusters Score -6379508 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -6381787.000000 Penalty: 5412.447754
	Iteration 5F: 3 clusters Score -6381787 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -6384669.000000 Penalty: 5412.447754
	Iteration 6F: 3 clusters Score -6384669 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -6388010.500000 Penalty: 5412.447754
	Iteration 7F: 3 clusters Score -6388010 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6390974.500000 Penalty: 5412.447754
	Iteration 8F: 3 clusters Score -6390974 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -6393276.500000 Penalty: 5412.447754
	Iteration 9Q: 3 clusters Score -6393276 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -6394629.000000 Penalty: 5412.447754
	Iteration 10Q: 3 clusters Score -6394629 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -6395322.500000 Penalty: 5412.447754
	Iteration 11Q: 3 clusters Score -6395322 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -6395676.000000 Penalty: 5412.447754
	Iteration 12Q: 3 clusters Score -6395676 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -6395847.000000 Penalty: 5412.447754
	Iteration 13Q: 3 clusters Score -6395847 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -6395946.500000 Penalty: 5412.447754
	Iteration 14Q: 3 clusters Score -6395946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -6395977.500000 Penalty: 5412.447754
	Iteration 15Q: 3 clusters Score -6395978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -6396023.000000 Penalty: 5412.447754
	Iteration 16Q: 3 clusters Score -6396023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -6396035.500000 Penalty: 5412.447754
	Iteration 17Q: 3 clusters Score -6396036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -6396052.500000 Penalty: 5412.447754
	Iteration 18Q: 3 clusters Score -6396052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6396070.000000 Penalty: 5412.447754
	Iteration 19Q: 3 clusters Score -6396070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -6396075.000000 Penalty: 5412.447754
	Iteration 20F: 3 clusters Score -6396075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -6396081.500000 Penalty: 5412.447754
	Iteration 21Q: 3 clusters Score -6396082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -6396079.500000 Penalty: 5412.447754
	Iteration 22Q: 3 clusters Score -6396080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -6396084.500000 Penalty: 5412.447754
	Iteration 23Q: 3 clusters Score -6396084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -6396084.500000 Penalty: 5412.447754
	Iteration 24Q: 3 clusters Score -6396084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -6396087.000000 Penalty: 5412.447754
	Iteration 25Q: 3 clusters Score -6396087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -6396099.500000 Penalty: 5412.447754
	Iteration 26Q: 3 clusters Score -6396100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -6396103.000000 Penalty: 5412.447754
	Iteration 27Q: 3 clusters Score -6396103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -6396106.000000 Penalty: 5412.447754
	Iteration 28Q: 3 clusters Score -6396106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -6396106.000000 Penalty: 5412.447754
	Iteration 29F: 3 clusters Score -6396106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Entering Unmasked Estep 
Score: -12042657.000000 Penalty: 2869.344727
	Iteration 0F: 2 clusters Score -1.204266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -11972131.000000 Penalty: 5738.689453
	Iteration 0F: 3 clusters Score -1.197213e+07 nChanged 50132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -12002106.000000 Penalty: 5738.689453
	Iteration 1F: 3 clusters Score -1.200211e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -12004898.000000 Penalty: 5738.689453
	Iteration 2F: 3 clusters Score -1.20049e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -12008665.000000 Penalty: 5738.689453
	Iteration 3F: 3 clusters Score -1.200866e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -12013054.000000 Penalty: 5738.689453
	Iteration 4F: 3 clusters Score -1.201305e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -12017010.000000 Penalty: 5738.689453
	Iteration 5F: 3 clusters Score -1.201701e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -12019771.000000 Penalty: 5738.689453
	Iteration 6F: 3 clusters Score -1.201977e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -12021636.000000 Penalty: 5738.689453
	Iteration 7Q: 3 clusters Score -1.202164e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -12023022.000000 Penalty: 5738.689453
	Iteration 8Q: 3 clusters Score -1.202302e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -12024185.000000 Penalty: 5738.689453
	Iteration 9Q: 3 clusters Score -1.202418e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -12025439.000000 Penalty: 5738.689453
	Iteration 10Q: 3 clusters Score -1.202544e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -12026851.000000 Penalty: 5738.689453
	Iteration 11Q: 3 clusters Score -1.202685e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -12028589.000000 Penalty: 5738.689453
	Iteration 12Q: 3 clusters Score -1.202859e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -12029984.000000 Penalty: 5738.689453
	Iteration 13Q: 3 clusters Score -1.202998e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -12030971.000000 Penalty: 5738.689453
	Iteration 14Q: 3 clusters Score -1.203097e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -12031736.000000 Penalty: 5738.689453
	Iteration 15Q: 3 clusters Score -1.203174e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -12032347.000000 Penalty: 5738.689453
	Iteration 16Q: 3 clusters Score -1.203235e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -12032880.000000 Penalty: 5738.689453
	Iteration 17Q: 3 clusters Score -1.203288e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -12033379.000000 Penalty: 5738.689453
	Iteration 18Q: 3 clusters Score -1.203338e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -12033866.000000 Penalty: 5738.689453
	Iteration 19Q: 3 clusters Score -1.203387e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 68068 members 
Entering Unmasked Estep 
Score: -12034246.000000 Penalty: 5738.689453
	Iteration 20F: 3 clusters Score -1.203425e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -12034591.000000 Penalty: 5738.689453
	Iteration 21Q: 3 clusters Score -1.203459e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 70908 members 
Entering Unmasked Estep 
Score: -12034979.000000 Penalty: 5738.689453
	Iteration 22Q: 3 clusters Score -1.203498e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -12035389.000000 Penalty: 5738.689453
	Iteration 23Q: 3 clusters Score -1.203539e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -12035792.000000 Penalty: 5738.689453
	Iteration 24Q: 3 clusters Score -1.203579e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -12036146.000000 Penalty: 5738.689453
	Iteration 25Q: 3 clusters Score -1.203615e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -12036585.000000 Penalty: 5738.689453
	Iteration 26Q: 3 clusters Score -1.203658e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 77765 members 
Entering Unmasked Estep 
Score: -12036931.000000 Penalty: 5738.689453
	Iteration 27Q: 3 clusters Score -1.203693e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -12037231.000000 Penalty: 5738.689453
	Iteration 28Q: 3 clusters Score -1.203723e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -12037553.000000 Penalty: 5738.689453
	Iteration 29Q: 3 clusters Score -1.203755e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -12037830.000000 Penalty: 5738.689453
	Iteration 30Q: 3 clusters Score -1.203783e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 82307 members 
Entering Unmasked Estep 
Score: -12038158.000000 Penalty: 5738.689453
	Iteration 31Q: 3 clusters Score -1.203816e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -12038352.000000 Penalty: 5738.689453
	Iteration 32Q: 3 clusters Score -1.203835e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -12038570.000000 Penalty: 5738.689453
	Iteration 33Q: 3 clusters Score -1.203857e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -12038781.000000 Penalty: 5738.689453
	Iteration 34Q: 3 clusters Score -1.203878e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -12038937.000000 Penalty: 5738.689453
	Iteration 35Q: 3 clusters Score -1.203894e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 86715 members 
Entering Unmasked Estep 
Score: -12039107.000000 Penalty: 5738.689453
	Iteration 36Q: 3 clusters Score -1.203911e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -12039196.000000 Penalty: 5738.689453
	Iteration 37Q: 3 clusters Score -1.20392e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -12039353.000000 Penalty: 5738.689453
	Iteration 38Q: 3 clusters Score -1.203935e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -12039509.000000 Penalty: 5738.689453
	Iteration 39Q: 3 clusters Score -1.203951e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -12039658.000000 Penalty: 5738.689453
	Iteration 40F: 3 clusters Score -1.203966e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -12039732.000000 Penalty: 5738.689453
	Iteration 41Q: 3 clusters Score -1.203973e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 90663 members 
Entering Unmasked Estep 
Score: -12039795.000000 Penalty: 5738.689453
	Iteration 42Q: 3 clusters Score -1.20398e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -12039891.000000 Penalty: 5738.689453
	Iteration 43Q: 3 clusters Score -1.203989e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -12039997.000000 Penalty: 5738.689453
	Iteration 44Q: 3 clusters Score -1.204e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 92068 members 
Entering Unmasked Estep 
Score: -12040088.000000 Penalty: 5738.689453
	Iteration 45Q: 3 clusters Score -1.204009e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -12040181.000000 Penalty: 5738.689453
	Iteration 46Q: 3 clusters Score -1.204018e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 92913 members 
Entering Unmasked Estep 
Score: -12040286.000000 Penalty: 5738.689453
	Iteration 47Q: 3 clusters Score -1.204029e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 93299 members 
Entering Unmasked Estep 
Score: -12040364.000000 Penalty: 5738.689453
	Iteration 48Q: 3 clusters Score -1.204036e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -12040423.000000 Penalty: 5738.689453
	Iteration 49Q: 3 clusters Score -1.204042e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 93988 members 
Entering Unmasked Estep 
Score: -12040479.000000 Penalty: 5738.689453
	Iteration 50Q: 3 clusters Score -1.204048e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -12040578.000000 Penalty: 5738.689453
	Iteration 51Q: 3 clusters Score -1.204058e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 94599 members 
Entering Unmasked Estep 
Score: -12040598.000000 Penalty: 5738.689453
	Iteration 52Q: 3 clusters Score -1.20406e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -12040653.000000 Penalty: 5738.689453
	Iteration 53Q: 3 clusters Score -1.204065e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -12040686.000000 Penalty: 5738.689453
	Iteration 54Q: 3 clusters Score -1.204069e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -12040748.000000 Penalty: 5738.689453
	Iteration 55Q: 3 clusters Score -1.204075e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 95693 members 
Entering Unmasked Estep 
Score: -12040786.000000 Penalty: 5738.689453
	Iteration 56Q: 3 clusters Score -1.204079e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -12040838.000000 Penalty: 5738.689453
	Iteration 57Q: 3 clusters Score -1.204084e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -12040865.000000 Penalty: 5738.689453
	Iteration 58Q: 3 clusters Score -1.204086e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -12040925.000000 Penalty: 5738.689453
	Iteration 59Q: 3 clusters Score -1.204092e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -12040976.000000 Penalty: 5738.689453
	Iteration 60F: 3 clusters Score -1.204098e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -12041049.000000 Penalty: 5738.689453
	Iteration 61Q: 3 clusters Score -1.204105e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 97241 members 
Entering Unmasked Estep 
Score: -12041087.000000 Penalty: 5738.689453
	Iteration 62Q: 3 clusters Score -1.204109e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -12041125.000000 Penalty: 5738.689453
	Iteration 63Q: 3 clusters Score -1.204112e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 97607 members 
Entering Unmasked Estep 
Score: -12041135.000000 Penalty: 5738.689453
	Iteration 64Q: 3 clusters Score -1.204114e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -12041161.000000 Penalty: 5738.689453
	Iteration 65Q: 3 clusters Score -1.204116e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 97940 members 
Entering Unmasked Estep 
Score: -12041169.000000 Penalty: 5738.689453
	Iteration 66Q: 3 clusters Score -1.204117e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 98093 members 
Entering Unmasked Estep 
Score: -12041204.000000 Penalty: 5738.689453
	Iteration 67Q: 3 clusters Score -1.20412e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 98220 members 
Entering Unmasked Estep 
Score: -12041231.000000 Penalty: 5738.689453
	Iteration 68Q: 3 clusters Score -1.204123e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 98333 members 
Entering Unmasked Estep 
Score: -12041256.000000 Penalty: 5738.689453
	Iteration 69Q: 3 clusters Score -1.204126e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -12041266.000000 Penalty: 5738.689453
	Iteration 70Q: 3 clusters Score -1.204127e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -12041288.000000 Penalty: 5738.689453
	Iteration 71Q: 3 clusters Score -1.204129e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -12041294.000000 Penalty: 5738.689453
	Iteration 72Q: 3 clusters Score -1.204129e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 98686 members 
Entering Unmasked Estep 
Score: -12041278.000000 Penalty: 5738.689453
	Iteration 73Q: 3 clusters Score -1.204128e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -12041316.000000 Penalty: 5738.689453
	Iteration 74Q: 3 clusters Score -1.204132e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -12041352.000000 Penalty: 5738.689453
	Iteration 75Q: 3 clusters Score -1.204135e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -12041362.000000 Penalty: 5738.689453
	Iteration 76Q: 3 clusters Score -1.204136e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -12041366.000000 Penalty: 5738.689453
	Iteration 77Q: 3 clusters Score -1.204137e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 99102 members 
Entering Unmasked Estep 
Score: -12041370.000000 Penalty: 5738.689453
	Iteration 78Q: 3 clusters Score -1.204137e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -12041396.000000 Penalty: 5738.689453
	Iteration 79Q: 3 clusters Score -1.20414e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -12041431.000000 Penalty: 5738.689453
	Iteration 80F: 3 clusters Score -1.204143e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 99337 members 
Entering Unmasked Estep 
Score: -12041436.000000 Penalty: 5738.689453
	Iteration 81Q: 3 clusters Score -1.204144e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -12041433.000000 Penalty: 5738.689453
	Iteration 82Q: 3 clusters Score -1.204143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 99437 members 
Entering Unmasked Estep 
Score: -12041450.000000 Penalty: 5738.689453
	Iteration 83Q: 3 clusters Score -1.204145e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -12041434.000000 Penalty: 5738.689453
	Iteration 84Q: 3 clusters Score -1.204143e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -12041443.000000 Penalty: 5738.689453
	Iteration 85Q: 3 clusters Score -1.204144e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -12041432.000000 Penalty: 5738.689453
	Iteration 86Q: 3 clusters Score -1.204143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -12041424.000000 Penalty: 5738.689453
	Iteration 87Q: 3 clusters Score -1.204142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 99576 members 
Entering Unmasked Estep 
Score: -12041434.000000 Penalty: 5738.689453
	Iteration 88Q: 3 clusters Score -1.204143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -12041439.000000 Penalty: 5738.689453
	Iteration 89Q: 3 clusters Score -1.204144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -12041429.000000 Penalty: 5738.689453
	Iteration 90Q: 3 clusters Score -1.204143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -12041443.000000 Penalty: 5738.689453
	Iteration 91Q: 3 clusters Score -1.204144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -12041436.000000 Penalty: 5738.689453
	Iteration 92Q: 3 clusters Score -1.204144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -12041438.000000 Penalty: 5738.689453
	Iteration 93Q: 3 clusters Score -1.204144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 99641 members 
Entering Unmasked Estep 
Score: -12041444.000000 Penalty: 5738.689453
	Iteration 94Q: 3 clusters Score -1.204144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -12041451.000000 Penalty: 5738.689453
	Iteration 95Q: 3 clusters Score -1.204145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 99649 members 
Entering Unmasked Estep 
Score: -12041457.000000 Penalty: 5738.689453
	Iteration 96Q: 3 clusters Score -1.204146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -12041456.000000 Penalty: 5738.689453
	Iteration 97Q: 3 clusters Score -1.204146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 99660 members 
Entering Unmasked Estep 
Score: -12041457.000000 Penalty: 5738.689453
	Iteration 98Q: 3 clusters Score -1.204146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -12041457.000000 Penalty: 5738.689453
	Iteration 99Q: 3 clusters Score -1.204146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -12041460.000000 Penalty: 5738.689453
	Iteration 100F: 3 clusters Score -1.204146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 99676 members 
Entering Unmasked Estep 
Score: -12041458.000000 Penalty: 5738.689453
	Iteration 101Q: 3 clusters Score -1.204146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -12041461.000000 Penalty: 5738.689453
	Iteration 102Q: 3 clusters Score -1.204146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 99682 members 
Entering Unmasked Estep 
Score: -12041468.000000 Penalty: 5738.689453
	Iteration 103Q: 3 clusters Score -1.204147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -12041471.000000 Penalty: 5738.689453
	Iteration 104Q: 3 clusters Score -1.204147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -12041466.000000 Penalty: 5738.689453
	Iteration 105Q: 3 clusters Score -1.204147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -12041467.000000 Penalty: 5738.689453
	Iteration 106Q: 3 clusters Score -1.204147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -12041468.000000 Penalty: 5738.689453
	Iteration 107Q: 3 clusters Score -1.204147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -12041469.000000 Penalty: 5738.689453
	Iteration 108Q: 3 clusters Score -1.204147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 99695 members 
Entering Unmasked Estep 
Score: -12041469.000000 Penalty: 5738.689453
	Iteration 109F: 3 clusters Score -1.204147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244395 members 
Entering Unmasked Estep 
Score: -28542500.000000 Penalty: 3076.822021
	Iteration 0F: 2 clusters Score -2.85425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -28392352.000000 Penalty: 6153.644043
	Iteration 0F: 3 clusters Score -2.839235e+07 nChanged 118155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122759 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -28462110.000000 Penalty: 6153.644043
	Iteration 1F: 3 clusters Score -2.846211e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123537 members 
Mstep: Class 2 contains 120858 members 
Entering Unmasked Estep 
Score: -28463630.000000 Penalty: 6153.644043
	Iteration 2Q: 3 clusters Score -2.846363e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125130 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -28465962.000000 Penalty: 6153.644043
	Iteration 3Q: 3 clusters Score -2.846596e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127832 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -28469260.000000 Penalty: 6153.644043
	Iteration 4Q: 3 clusters Score -2.846926e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131777 members 
Mstep: Class 2 contains 112618 members 
Entering Unmasked Estep 
Score: -28474464.000000 Penalty: 6153.644043
	Iteration 5Q: 3 clusters Score -2.847446e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136638 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -28480674.000000 Penalty: 6153.644043
	Iteration 6F: 3 clusters Score -2.848067e+07 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141940 members 
Mstep: Class 2 contains 102455 members 
Entering Unmasked Estep 
Score: -28487294.000000 Penalty: 6153.644043
	Iteration 7F: 3 clusters Score -2.848729e+07 nChanged 14049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -28493260.000000 Penalty: 6153.644043
	Iteration 8F: 3 clusters Score -2.849326e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -28498360.000000 Penalty: 6153.644043
	Iteration 9F: 3 clusters Score -2.849836e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -28502168.000000 Penalty: 6153.644043
	Iteration 10Q: 3 clusters Score -2.850217e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168090 members 
Mstep: Class 2 contains 76305 members 
Entering Unmasked Estep 
Score: -28505096.000000 Penalty: 6153.644043
	Iteration 11Q: 3 clusters Score -2.85051e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176942 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -28507500.000000 Penalty: 6153.644043
	Iteration 12Q: 3 clusters Score -2.85075e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -28510080.000000 Penalty: 6153.644043
	Iteration 13Q: 3 clusters Score -2.851008e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197168 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -28513188.000000 Penalty: 6153.644043
	Iteration 14Q: 3 clusters Score -2.851319e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207724 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -28517872.000000 Penalty: 6153.644043
	Iteration 15Q: 3 clusters Score -2.851787e+07 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218049 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -28523398.000000 Penalty: 6153.644043
	Iteration 16Q: 3 clusters Score -2.85234e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227095 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -28528702.000000 Penalty: 6153.644043
	Iteration 17Q: 3 clusters Score -2.85287e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233955 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -28533380.000000 Penalty: 6153.644043
	Iteration 18Q: 3 clusters Score -2.853338e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238349 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -28536320.000000 Penalty: 6153.644043
	Iteration 19Q: 3 clusters Score -2.853632e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240844 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -28537922.000000 Penalty: 6153.644043
	Iteration 20F: 3 clusters Score -2.853792e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242175 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -28539002.000000 Penalty: 6153.644043
	Iteration 21Q: 3 clusters Score -2.8539e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242806 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -28539402.000000 Penalty: 6153.644043
	Iteration 22Q: 3 clusters Score -2.85394e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243150 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -28539622.000000 Penalty: 6153.644043
	Iteration 23Q: 3 clusters Score -2.853962e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243346 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -28539740.000000 Penalty: 6153.644043
	Iteration 24Q: 3 clusters Score -2.853974e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243431 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -28539782.000000 Penalty: 6153.644043
	Iteration 25Q: 3 clusters Score -2.853978e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243496 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -28539822.000000 Penalty: 6153.644043
	Iteration 26Q: 3 clusters Score -2.853982e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243545 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -28539880.000000 Penalty: 6153.644043
	Iteration 27Q: 3 clusters Score -2.853988e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243584 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -28539964.000000 Penalty: 6153.644043
	Iteration 28Q: 3 clusters Score -2.853996e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243612 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -28539946.000000 Penalty: 6153.644043
	Iteration 29Q: 3 clusters Score -2.853995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243623 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -28539966.000000 Penalty: 6153.644043
	Iteration 30Q: 3 clusters Score -2.853997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243636 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -28539986.000000 Penalty: 6153.644043
	Iteration 31Q: 3 clusters Score -2.853999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243642 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -28539986.000000 Penalty: 6153.644043
	Iteration 32Q: 3 clusters Score -2.853999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243647 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -28540004.000000 Penalty: 6153.644043
	Iteration 33Q: 3 clusters Score -2.854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243659 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -28540024.000000 Penalty: 6153.644043
	Iteration 34Q: 3 clusters Score -2.854002e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243660 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -28540030.000000 Penalty: 6153.644043
	Iteration 35Q: 3 clusters Score -2.854003e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243663 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -28540050.000000 Penalty: 6153.644043
	Iteration 36Q: 3 clusters Score -2.854005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243663 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -28540060.000000 Penalty: 6153.644043
	Iteration 37Q: 3 clusters Score -2.854006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243668 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -28540058.000000 Penalty: 6153.644043
	Iteration 38Q: 3 clusters Score -2.854006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243671 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -28540070.000000 Penalty: 6153.644043
	Iteration 39Q: 3 clusters Score -2.854007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243676 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -28540068.000000 Penalty: 6153.644043
	Iteration 40F: 3 clusters Score -2.854007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243680 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -28540080.000000 Penalty: 6153.644043
	Iteration 41Q: 3 clusters Score -2.854008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243683 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -28540082.000000 Penalty: 6153.644043
	Iteration 42Q: 3 clusters Score -2.854008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -28540088.000000 Penalty: 6153.644043
	Iteration 43Q: 3 clusters Score -2.854009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243684 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -28540104.000000 Penalty: 6153.644043
	Iteration 44Q: 3 clusters Score -2.85401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243681 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -28540096.000000 Penalty: 6153.644043
	Iteration 45Q: 3 clusters Score -2.85401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -28540090.000000 Penalty: 6153.644043
	Iteration 46Q: 3 clusters Score -2.854009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243682 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -28540090.000000 Penalty: 6153.644043
	Iteration 47F: 3 clusters Score -2.854009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Entering Unmasked Estep 
Score: -2608923.000000 Penalty: 2480.005859
	Iteration 0F: 2 clusters Score -2608923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2593548.000000 Penalty: 4960.011719
	Iteration 0F: 3 clusters Score -2593548 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2598731.750000 Penalty: 4960.011719
	Iteration 1F: 3 clusters Score -2598732 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2599184.000000 Penalty: 4960.011719
	Iteration 2F: 3 clusters Score -2599184 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2599582.500000 Penalty: 4960.011719
	Iteration 3Q: 3 clusters Score -2599582 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2599991.750000 Penalty: 4960.011719
	Iteration 4Q: 3 clusters Score -2599992 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2600453.250000 Penalty: 4960.011719
	Iteration 5Q: 3 clusters Score -2600453 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2601127.500000 Penalty: 4960.011719
	Iteration 6F: 3 clusters Score -2601128 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2602050.000000 Penalty: 4960.011719
	Iteration 7F: 3 clusters Score -2602050 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2603103.000000 Penalty: 4960.011719
	Iteration 8F: 3 clusters Score -2603103 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2604242.250000 Penalty: 4960.011719
	Iteration 9F: 3 clusters Score -2604242 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2605212.000000 Penalty: 4960.011719
	Iteration 10Q: 3 clusters Score -2605212 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2605871.000000 Penalty: 4960.011719
	Iteration 11Q: 3 clusters Score -2605871 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2606270.000000 Penalty: 4960.011719
	Iteration 12Q: 3 clusters Score -2606270 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2606486.000000 Penalty: 4960.011719
	Iteration 13Q: 3 clusters Score -2606486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2606599.750000 Penalty: 4960.011719
	Iteration 14Q: 3 clusters Score -2606600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2606674.750000 Penalty: 4960.011719
	Iteration 15Q: 3 clusters Score -2606675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2606731.250000 Penalty: 4960.011719
	Iteration 16Q: 3 clusters Score -2606731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2606764.000000 Penalty: 4960.011719
	Iteration 17Q: 3 clusters Score -2606764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2606793.500000 Penalty: 4960.011719
	Iteration 18Q: 3 clusters Score -2606794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2606807.750000 Penalty: 4960.011719
	Iteration 19Q: 3 clusters Score -2606808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2606809.750000 Penalty: 4960.011719
	Iteration 20F: 3 clusters Score -2606810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2606812.000000 Penalty: 4960.011719
	Iteration 21Q: 3 clusters Score -2606812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2606812.000000 Penalty: 4960.011719
	Iteration 22F: 3 clusters Score -2606812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66468.453125 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66468.45 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67057.390625 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -67057.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -67285.406250 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -67285.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67386.734375 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -67386.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67481.367188 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -67481.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67543.953125 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67543.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -67589.085938 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67589.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67633.679688 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67633.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67673.539062 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67673.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67746.554688 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67746.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67762.335938 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67762.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67765.351562 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67765.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67765.351562 Penalty: 3246.493408
	Iteration 12F: 3 clusters Score -67765.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (143851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143851 members 
Entering Unmasked Estep 
Score: -16960266.000000 Penalty: 2945.380371
	Iteration 0F: 2 clusters Score -1.696027e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72035 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -16863886.000000 Penalty: 5890.760742
	Iteration 0F: 3 clusters Score -1.686389e+07 nChanged 68670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -16903736.000000 Penalty: 5890.760742
	Iteration 1F: 3 clusters Score -1.690374e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 68054 members 
Entering Unmasked Estep 
Score: -16904670.000000 Penalty: 5890.760742
	Iteration 2Q: 3 clusters Score -1.690467e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -16906040.000000 Penalty: 5890.760742
	Iteration 3Q: 3 clusters Score -1.690604e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -16907860.000000 Penalty: 5890.760742
	Iteration 4Q: 3 clusters Score -1.690786e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -16910922.000000 Penalty: 5890.760742
	Iteration 5Q: 3 clusters Score -1.691092e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -16915692.000000 Penalty: 5890.760742
	Iteration 6F: 3 clusters Score -1.691569e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -16922488.000000 Penalty: 5890.760742
	Iteration 7F: 3 clusters Score -1.692249e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -16930916.000000 Penalty: 5890.760742
	Iteration 8F: 3 clusters Score -1.693092e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -16939762.000000 Penalty: 5890.760742
	Iteration 9F: 3 clusters Score -1.693976e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -16947614.000000 Penalty: 5890.760742
	Iteration 10F: 3 clusters Score -1.694761e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137018 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -16953114.000000 Penalty: 5890.760742
	Iteration 11Q: 3 clusters Score -1.695311e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140284 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -16955956.000000 Penalty: 5890.760742
	Iteration 12Q: 3 clusters Score -1.695596e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141791 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -16957128.000000 Penalty: 5890.760742
	Iteration 13Q: 3 clusters Score -1.695713e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -16957680.000000 Penalty: 5890.760742
	Iteration 14Q: 3 clusters Score -1.695768e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142744 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -16957934.000000 Penalty: 5890.760742
	Iteration 15Q: 3 clusters Score -1.695793e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142885 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -16958060.000000 Penalty: 5890.760742
	Iteration 16Q: 3 clusters Score -1.695806e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142965 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16958164.000000 Penalty: 5890.760742
	Iteration 17Q: 3 clusters Score -1.695816e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143005 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -16958180.000000 Penalty: 5890.760742
	Iteration 18Q: 3 clusters Score -1.695818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143042 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -16958218.000000 Penalty: 5890.760742
	Iteration 19Q: 3 clusters Score -1.695822e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143056 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16958240.000000 Penalty: 5890.760742
	Iteration 20F: 3 clusters Score -1.695824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16958244.000000 Penalty: 5890.760742
	Iteration 21Q: 3 clusters Score -1.695824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -16958264.000000 Penalty: 5890.760742
	Iteration 22Q: 3 clusters Score -1.695826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143082 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16958276.000000 Penalty: 5890.760742
	Iteration 23Q: 3 clusters Score -1.695828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143087 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -16958282.000000 Penalty: 5890.760742
	Iteration 24Q: 3 clusters Score -1.695828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143092 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -16958282.000000 Penalty: 5890.760742
	Iteration 25Q: 3 clusters Score -1.695828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16958274.000000 Penalty: 5890.760742
	Iteration 26Q: 3 clusters Score -1.695827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16958260.000000 Penalty: 5890.760742
	Iteration 27Q: 3 clusters Score -1.695826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143094 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16958258.000000 Penalty: 5890.760742
	Iteration 28Q: 3 clusters Score -1.695826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16958260.000000 Penalty: 5890.760742
	Iteration 29Q: 3 clusters Score -1.695826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16958258.000000 Penalty: 5890.760742
	Iteration 30Q: 3 clusters Score -1.695826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143098 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16958256.000000 Penalty: 5890.760742
	Iteration 31Q: 3 clusters Score -1.695826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -16958260.000000 Penalty: 5890.760742
	Iteration 32Q: 3 clusters Score -1.695826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143102 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -16958272.000000 Penalty: 5890.760742
	Iteration 33Q: 3 clusters Score -1.695827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16958266.000000 Penalty: 5890.760742
	Iteration 34Q: 3 clusters Score -1.695827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16958272.000000 Penalty: 5890.760742
	Iteration 35Q: 3 clusters Score -1.695827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143103 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16958268.000000 Penalty: 5890.760742
	Iteration 36Q: 3 clusters Score -1.695827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143101 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16958264.000000 Penalty: 5890.760742
	Iteration 37Q: 3 clusters Score -1.695826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143103 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16958256.000000 Penalty: 5890.760742
	Iteration 38Q: 3 clusters Score -1.695826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16958250.000000 Penalty: 5890.760742
	Iteration 39Q: 3 clusters Score -1.695825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143107 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -16958252.000000 Penalty: 5890.760742
	Iteration 40F: 3 clusters Score -1.695825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -16958254.000000 Penalty: 5890.760742
	Iteration 41Q: 3 clusters Score -1.695825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16958262.000000 Penalty: 5890.760742
	Iteration 42Q: 3 clusters Score -1.695826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16958252.000000 Penalty: 5890.760742
	Iteration 43Q: 3 clusters Score -1.695825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -16958252.000000 Penalty: 5890.760742
	Iteration 44F: 3 clusters Score -1.695825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Entering Unmasked Estep 
Score: -2763395.750000 Penalty: 2501.961670
	Iteration 0F: 2 clusters Score -2763396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -2746683.000000 Penalty: 5003.923340
	Iteration 0F: 3 clusters Score -2746683 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2752557.750000 Penalty: 5003.923340
	Iteration 1F: 3 clusters Score -2752558 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2752935.000000 Penalty: 5003.923340
	Iteration 2F: 3 clusters Score -2752935 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2753258.250000 Penalty: 5003.923340
	Iteration 3Q: 3 clusters Score -2753258 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2753485.000000 Penalty: 5003.923340
	Iteration 4Q: 3 clusters Score -2753485 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2753698.500000 Penalty: 5003.923340
	Iteration 5Q: 3 clusters Score -2753698 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2753928.500000 Penalty: 5003.923340
	Iteration 6Q: 3 clusters Score -2753928 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2754162.750000 Penalty: 5003.923340
	Iteration 7Q: 3 clusters Score -2754163 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2754446.000000 Penalty: 5003.923340
	Iteration 8Q: 3 clusters Score -2754446 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2754816.500000 Penalty: 5003.923340
	Iteration 9Q: 3 clusters Score -2754816 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2755214.000000 Penalty: 5003.923340
	Iteration 10Q: 3 clusters Score -2755214 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2755667.750000 Penalty: 5003.923340
	Iteration 11Q: 3 clusters Score -2755668 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2756117.000000 Penalty: 5003.923340
	Iteration 12Q: 3 clusters Score -2756117 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2756568.500000 Penalty: 5003.923340
	Iteration 13Q: 3 clusters Score -2756568 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2756957.500000 Penalty: 5003.923340
	Iteration 14Q: 3 clusters Score -2756958 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2757297.500000 Penalty: 5003.923340
	Iteration 15Q: 3 clusters Score -2757298 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2757592.000000 Penalty: 5003.923340
	Iteration 16Q: 3 clusters Score -2757592 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2757805.000000 Penalty: 5003.923340
	Iteration 17Q: 3 clusters Score -2757805 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2757977.750000 Penalty: 5003.923340
	Iteration 18Q: 3 clusters Score -2757978 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2758126.500000 Penalty: 5003.923340
	Iteration 19Q: 3 clusters Score -2758126 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2758266.750000 Penalty: 5003.923340
	Iteration 20F: 3 clusters Score -2758267 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2758372.500000 Penalty: 5003.923340
	Iteration 21Q: 3 clusters Score -2758372 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2758482.750000 Penalty: 5003.923340
	Iteration 22Q: 3 clusters Score -2758483 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2758597.500000 Penalty: 5003.923340
	Iteration 23Q: 3 clusters Score -2758598 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2758711.500000 Penalty: 5003.923340
	Iteration 24Q: 3 clusters Score -2758712 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2758820.750000 Penalty: 5003.923340
	Iteration 25Q: 3 clusters Score -2758821 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2758930.750000 Penalty: 5003.923340
	Iteration 26Q: 3 clusters Score -2758931 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2759035.000000 Penalty: 5003.923340
	Iteration 27Q: 3 clusters Score -2759035 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2759187.250000 Penalty: 5003.923340
	Iteration 28Q: 3 clusters Score -2759187 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2759395.000000 Penalty: 5003.923340
	Iteration 29Q: 3 clusters Score -2759395 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2759606.500000 Penalty: 5003.923340
	Iteration 30Q: 3 clusters Score -2759606 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2759846.250000 Penalty: 5003.923340
	Iteration 31Q: 3 clusters Score -2759846 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2760113.500000 Penalty: 5003.923340
	Iteration 32Q: 3 clusters Score -2760114 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2760345.750000 Penalty: 5003.923340
	Iteration 33Q: 3 clusters Score -2760346 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2760512.250000 Penalty: 5003.923340
	Iteration 34Q: 3 clusters Score -2760512 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -2760673.750000 Penalty: 5003.923340
	Iteration 35Q: 3 clusters Score -2760674 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2760772.250000 Penalty: 5003.923340
	Iteration 36Q: 3 clusters Score -2760772 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2760833.250000 Penalty: 5003.923340
	Iteration 37Q: 3 clusters Score -2760833 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2760885.000000 Penalty: 5003.923340
	Iteration 38Q: 3 clusters Score -2760885 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2760913.250000 Penalty: 5003.923340
	Iteration 39Q: 3 clusters Score -2760913 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2760955.250000 Penalty: 5003.923340
	Iteration 40F: 3 clusters Score -2760955 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2760959.750000 Penalty: 5003.923340
	Iteration 41Q: 3 clusters Score -2760960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2760971.750000 Penalty: 5003.923340
	Iteration 42Q: 3 clusters Score -2760972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2760986.250000 Penalty: 5003.923340
	Iteration 43Q: 3 clusters Score -2760986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2760992.500000 Penalty: 5003.923340
	Iteration 44Q: 3 clusters Score -2760992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2761010.750000 Penalty: 5003.923340
	Iteration 45Q: 3 clusters Score -2761011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2761018.250000 Penalty: 5003.923340
	Iteration 46Q: 3 clusters Score -2761018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2761017.750000 Penalty: 5003.923340
	Iteration 47Q: 3 clusters Score -2761018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2761018.000000 Penalty: 5003.923340
	Iteration 48Q: 3 clusters Score -2761018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2761027.750000 Penalty: 5003.923340
	Iteration 49Q: 3 clusters Score -2761028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2761036.750000 Penalty: 5003.923340
	Iteration 50Q: 3 clusters Score -2761037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2761034.250000 Penalty: 5003.923340
	Iteration 51Q: 3 clusters Score -2761034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2761027.000000 Penalty: 5003.923340
	Iteration 52Q: 3 clusters Score -2761027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -2761040.750000 Penalty: 5003.923340
	Iteration 53Q: 3 clusters Score -2761041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2761038.750000 Penalty: 5003.923340
	Iteration 54Q: 3 clusters Score -2761039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2761038.500000 Penalty: 5003.923340
	Iteration 55Q: 3 clusters Score -2761038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2761044.000000 Penalty: 5003.923340
	Iteration 56Q: 3 clusters Score -2761044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2761049.500000 Penalty: 5003.923340
	Iteration 57Q: 3 clusters Score -2761050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2761054.500000 Penalty: 5003.923340
	Iteration 58Q: 3 clusters Score -2761054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2761052.000000 Penalty: 5003.923340
	Iteration 59Q: 3 clusters Score -2761052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2761050.750000 Penalty: 5003.923340
	Iteration 60F: 3 clusters Score -2761051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2761053.250000 Penalty: 5003.923340
	Iteration 61Q: 3 clusters Score -2761053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2761054.500000 Penalty: 5003.923340
	Iteration 62Q: 3 clusters Score -2761054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2761053.750000 Penalty: 5003.923340
	Iteration 63Q: 3 clusters Score -2761054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2761048.250000 Penalty: 5003.923340
	Iteration 64Q: 3 clusters Score -2761048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2761050.000000 Penalty: 5003.923340
	Iteration 65Q: 3 clusters Score -2761050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2761051.000000 Penalty: 5003.923340
	Iteration 66Q: 3 clusters Score -2761051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2761051.000000 Penalty: 5003.923340
	Iteration 67F: 3 clusters Score -2761051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Entering Unmasked Estep 
Score: -13478962.000000 Penalty: 2895.798828
	Iteration 0F: 2 clusters Score -1.347896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -13399949.000000 Penalty: 5791.597656
	Iteration 0F: 3 clusters Score -1.339995e+07 nChanged 56033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -13432106.000000 Penalty: 5791.597656
	Iteration 1F: 3 clusters Score -1.343211e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -13432758.000000 Penalty: 5791.597656
	Iteration 2Q: 3 clusters Score -1.343276e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -13433545.000000 Penalty: 5791.597656
	Iteration 3Q: 3 clusters Score -1.343354e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -13434434.000000 Penalty: 5791.597656
	Iteration 4Q: 3 clusters Score -1.343443e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -13435672.000000 Penalty: 5791.597656
	Iteration 5Q: 3 clusters Score -1.343567e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -13437291.000000 Penalty: 5791.597656
	Iteration 6Q: 3 clusters Score -1.343729e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -13439499.000000 Penalty: 5791.597656
	Iteration 7Q: 3 clusters Score -1.34395e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -13442630.000000 Penalty: 5791.597656
	Iteration 8F: 3 clusters Score -1.344263e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -13447263.000000 Penalty: 5791.597656
	Iteration 9F: 3 clusters Score -1.344726e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 92208 members 
Entering Unmasked Estep 
Score: -13453439.000000 Penalty: 5791.597656
	Iteration 10F: 3 clusters Score -1.345344e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 100525 members 
Entering Unmasked Estep 
Score: -13460418.000000 Penalty: 5791.597656
	Iteration 11F: 3 clusters Score -1.346042e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -13467160.000000 Penalty: 5791.597656
	Iteration 12F: 3 clusters Score -1.346716e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 113164 members 
Entering Unmasked Estep 
Score: -13472315.000000 Penalty: 5791.597656
	Iteration 13Q: 3 clusters Score -1.347232e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -13474910.000000 Penalty: 5791.597656
	Iteration 14Q: 3 clusters Score -1.347491e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -13475778.000000 Penalty: 5791.597656
	Iteration 15Q: 3 clusters Score -1.347578e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 117242 members 
Entering Unmasked Estep 
Score: -13476120.000000 Penalty: 5791.597656
	Iteration 16Q: 3 clusters Score -1.347612e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -13476285.000000 Penalty: 5791.597656
	Iteration 17Q: 3 clusters Score -1.347628e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 117434 members 
Entering Unmasked Estep 
Score: -13476375.000000 Penalty: 5791.597656
	Iteration 18Q: 3 clusters Score -1.347638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -13476378.000000 Penalty: 5791.597656
	Iteration 19Q: 3 clusters Score -1.347638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -13476396.000000 Penalty: 5791.597656
	Iteration 20F: 3 clusters Score -1.34764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 117460 members 
Entering Unmasked Estep 
Score: -13476408.000000 Penalty: 5791.597656
	Iteration 21Q: 3 clusters Score -1.347641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 117468 members 
Entering Unmasked Estep 
Score: -13476405.000000 Penalty: 5791.597656
	Iteration 22Q: 3 clusters Score -1.34764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 117472 members 
Entering Unmasked Estep 
Score: -13476411.000000 Penalty: 5791.597656
	Iteration 23Q: 3 clusters Score -1.347641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -13476422.000000 Penalty: 5791.597656
	Iteration 24Q: 3 clusters Score -1.347642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -13476412.000000 Penalty: 5791.597656
	Iteration 25Q: 3 clusters Score -1.347641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 117475 members 
Entering Unmasked Estep 
Score: -13476412.000000 Penalty: 5791.597656
	Iteration 26Q: 3 clusters Score -1.347641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -13476417.000000 Penalty: 5791.597656
	Iteration 27Q: 3 clusters Score -1.347642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -13476424.000000 Penalty: 5791.597656
	Iteration 28Q: 3 clusters Score -1.347642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 117478 members 
Entering Unmasked Estep 
Score: -13476432.000000 Penalty: 5791.597656
	Iteration 29Q: 3 clusters Score -1.347643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -13476429.000000 Penalty: 5791.597656
	Iteration 30Q: 3 clusters Score -1.347643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -13476432.000000 Penalty: 5791.597656
	Iteration 31Q: 3 clusters Score -1.347643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -13476455.000000 Penalty: 5791.597656
	Iteration 32Q: 3 clusters Score -1.347646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 117491 members 
Entering Unmasked Estep 
Score: -13476463.000000 Penalty: 5791.597656
	Iteration 33Q: 3 clusters Score -1.347646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -13476468.000000 Penalty: 5791.597656
	Iteration 34Q: 3 clusters Score -1.347647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 117495 members 
Entering Unmasked Estep 
Score: -13476469.000000 Penalty: 5791.597656
	Iteration 35Q: 3 clusters Score -1.347647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -13476484.000000 Penalty: 5791.597656
	Iteration 36Q: 3 clusters Score -1.347648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -13476481.000000 Penalty: 5791.597656
	Iteration 37Q: 3 clusters Score -1.347648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -13476484.000000 Penalty: 5791.597656
	Iteration 38Q: 3 clusters Score -1.347648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -13476479.000000 Penalty: 5791.597656
	Iteration 39Q: 3 clusters Score -1.347648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 117497 members 
Entering Unmasked Estep 
Score: -13476479.000000 Penalty: 5791.597656
	Iteration 40F: 3 clusters Score -1.347648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Entering Unmasked Estep 
Score: -2533699.000000 Penalty: 2480.388672
	Iteration 0F: 2 clusters Score -2533699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2518155.250000 Penalty: 4960.777344
	Iteration 0F: 3 clusters Score -2518155 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2523616.750000 Penalty: 4960.777344
	Iteration 1F: 3 clusters Score -2523617 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2524227.750000 Penalty: 4960.777344
	Iteration 2F: 3 clusters Score -2524228 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2524811.250000 Penalty: 4960.777344
	Iteration 3F: 3 clusters Score -2524811 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2525370.500000 Penalty: 4960.777344
	Iteration 4F: 3 clusters Score -2525370 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2525869.000000 Penalty: 4960.777344
	Iteration 5Q: 3 clusters Score -2525869 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2526360.000000 Penalty: 4960.777344
	Iteration 6Q: 3 clusters Score -2526360 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2526811.500000 Penalty: 4960.777344
	Iteration 7Q: 3 clusters Score -2526812 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2527186.750000 Penalty: 4960.777344
	Iteration 8Q: 3 clusters Score -2527187 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2527554.000000 Penalty: 4960.777344
	Iteration 9Q: 3 clusters Score -2527554 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2527958.000000 Penalty: 4960.777344
	Iteration 10Q: 3 clusters Score -2527958 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2528403.750000 Penalty: 4960.777344
	Iteration 11Q: 3 clusters Score -2528404 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2528877.000000 Penalty: 4960.777344
	Iteration 12Q: 3 clusters Score -2528877 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2529322.250000 Penalty: 4960.777344
	Iteration 13Q: 3 clusters Score -2529322 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2529644.750000 Penalty: 4960.777344
	Iteration 14Q: 3 clusters Score -2529645 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2529858.750000 Penalty: 4960.777344
	Iteration 15Q: 3 clusters Score -2529859 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2530031.750000 Penalty: 4960.777344
	Iteration 16Q: 3 clusters Score -2530032 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2530171.250000 Penalty: 4960.777344
	Iteration 17Q: 3 clusters Score -2530171 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2530308.500000 Penalty: 4960.777344
	Iteration 18Q: 3 clusters Score -2530308 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2530400.000000 Penalty: 4960.777344
	Iteration 19Q: 3 clusters Score -2530400 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2530480.750000 Penalty: 4960.777344
	Iteration 20F: 3 clusters Score -2530481 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2530547.250000 Penalty: 4960.777344
	Iteration 21Q: 3 clusters Score -2530547 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2530610.250000 Penalty: 4960.777344
	Iteration 22Q: 3 clusters Score -2530610 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2530659.500000 Penalty: 4960.777344
	Iteration 23Q: 3 clusters Score -2530660 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2530720.500000 Penalty: 4960.777344
	Iteration 24Q: 3 clusters Score -2530720 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2530776.250000 Penalty: 4960.777344
	Iteration 25Q: 3 clusters Score -2530776 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2530825.000000 Penalty: 4960.777344
	Iteration 26Q: 3 clusters Score -2530825 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2530883.750000 Penalty: 4960.777344
	Iteration 27Q: 3 clusters Score -2530884 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2530933.000000 Penalty: 4960.777344
	Iteration 28Q: 3 clusters Score -2530933 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2530987.750000 Penalty: 4960.777344
	Iteration 29Q: 3 clusters Score -2530988 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2531030.750000 Penalty: 4960.777344
	Iteration 30Q: 3 clusters Score -2531031 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2531075.750000 Penalty: 4960.777344
	Iteration 31Q: 3 clusters Score -2531076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2531108.000000 Penalty: 4960.777344
	Iteration 32Q: 3 clusters Score -2531108 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2531150.500000 Penalty: 4960.777344
	Iteration 33Q: 3 clusters Score -2531150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2531181.250000 Penalty: 4960.777344
	Iteration 34Q: 3 clusters Score -2531181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2531201.750000 Penalty: 4960.777344
	Iteration 35Q: 3 clusters Score -2531202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2531235.250000 Penalty: 4960.777344
	Iteration 36Q: 3 clusters Score -2531235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2531254.500000 Penalty: 4960.777344
	Iteration 37Q: 3 clusters Score -2531254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2531289.250000 Penalty: 4960.777344
	Iteration 38Q: 3 clusters Score -2531289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2531311.750000 Penalty: 4960.777344
	Iteration 39Q: 3 clusters Score -2531312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2531336.500000 Penalty: 4960.777344
	Iteration 40F: 3 clusters Score -2531336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2531361.250000 Penalty: 4960.777344
	Iteration 41Q: 3 clusters Score -2531361 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2531383.750000 Penalty: 4960.777344
	Iteration 42Q: 3 clusters Score -2531384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2531400.500000 Penalty: 4960.777344
	Iteration 43Q: 3 clusters Score -2531400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2531419.750000 Penalty: 4960.777344
	Iteration 44Q: 3 clusters Score -2531420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2531432.500000 Penalty: 4960.777344
	Iteration 45Q: 3 clusters Score -2531432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2531455.250000 Penalty: 4960.777344
	Iteration 46Q: 3 clusters Score -2531455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2531473.500000 Penalty: 4960.777344
	Iteration 47Q: 3 clusters Score -2531474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2531493.500000 Penalty: 4960.777344
	Iteration 48Q: 3 clusters Score -2531494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2531496.250000 Penalty: 4960.777344
	Iteration 49Q: 3 clusters Score -2531496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2531505.000000 Penalty: 4960.777344
	Iteration 50Q: 3 clusters Score -2531505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2531506.500000 Penalty: 4960.777344
	Iteration 51Q: 3 clusters Score -2531506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2531522.000000 Penalty: 4960.777344
	Iteration 52Q: 3 clusters Score -2531522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2531526.000000 Penalty: 4960.777344
	Iteration 53Q: 3 clusters Score -2531526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2531547.500000 Penalty: 4960.777344
	Iteration 54Q: 3 clusters Score -2531548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2531548.000000 Penalty: 4960.777344
	Iteration 55Q: 3 clusters Score -2531548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2531560.250000 Penalty: 4960.777344
	Iteration 56Q: 3 clusters Score -2531560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2531567.250000 Penalty: 4960.777344
	Iteration 57Q: 3 clusters Score -2531567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2531570.750000 Penalty: 4960.777344
	Iteration 58Q: 3 clusters Score -2531571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2531577.500000 Penalty: 4960.777344
	Iteration 59Q: 3 clusters Score -2531578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2531579.500000 Penalty: 4960.777344
	Iteration 60F: 3 clusters Score -2531580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2531592.500000 Penalty: 4960.777344
	Iteration 61Q: 3 clusters Score -2531592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2531602.250000 Penalty: 4960.777344
	Iteration 62Q: 3 clusters Score -2531602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2531607.500000 Penalty: 4960.777344
	Iteration 63Q: 3 clusters Score -2531608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2531618.250000 Penalty: 4960.777344
	Iteration 64Q: 3 clusters Score -2531618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2531638.500000 Penalty: 4960.777344
	Iteration 65Q: 3 clusters Score -2531638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2531648.500000 Penalty: 4960.777344
	Iteration 66Q: 3 clusters Score -2531648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2531659.750000 Penalty: 4960.777344
	Iteration 67Q: 3 clusters Score -2531660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2531677.000000 Penalty: 4960.777344
	Iteration 68Q: 3 clusters Score -2531677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2531690.250000 Penalty: 4960.777344
	Iteration 69Q: 3 clusters Score -2531690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2531694.750000 Penalty: 4960.777344
	Iteration 70Q: 3 clusters Score -2531695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2531697.500000 Penalty: 4960.777344
	Iteration 71Q: 3 clusters Score -2531698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2531698.500000 Penalty: 4960.777344
	Iteration 72Q: 3 clusters Score -2531698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2531704.750000 Penalty: 4960.777344
	Iteration 73Q: 3 clusters Score -2531705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2531709.750000 Penalty: 4960.777344
	Iteration 74Q: 3 clusters Score -2531710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2531715.250000 Penalty: 4960.777344
	Iteration 75Q: 3 clusters Score -2531715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2531714.500000 Penalty: 4960.777344
	Iteration 76Q: 3 clusters Score -2531714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2531717.750000 Penalty: 4960.777344
	Iteration 77Q: 3 clusters Score -2531718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2531715.500000 Penalty: 4960.777344
	Iteration 78Q: 3 clusters Score -2531716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2531718.250000 Penalty: 4960.777344
	Iteration 79Q: 3 clusters Score -2531718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2531721.250000 Penalty: 4960.777344
	Iteration 80F: 3 clusters Score -2531721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2531724.000000 Penalty: 4960.777344
	Iteration 81Q: 3 clusters Score -2531724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2531724.250000 Penalty: 4960.777344
	Iteration 82Q: 3 clusters Score -2531724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2531724.500000 Penalty: 4960.777344
	Iteration 83Q: 3 clusters Score -2531724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2531724.500000 Penalty: 4960.777344
	Iteration 84F: 3 clusters Score -2531724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Entering Unmasked Estep 
Score: -1708768.875000 Penalty: 2374.871338
	Iteration 0F: 2 clusters Score -1708769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1698300.625000 Penalty: 4749.742676
	Iteration 0F: 3 clusters Score -1698301 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1701593.625000 Penalty: 4749.742676
	Iteration 1F: 3 clusters Score -1701594 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1701991.625000 Penalty: 4749.742676
	Iteration 2F: 3 clusters Score -1701992 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1702334.500000 Penalty: 4749.742676
	Iteration 3F: 3 clusters Score -1702334 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1702686.875000 Penalty: 4749.742676
	Iteration 4F: 3 clusters Score -1702687 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1703049.250000 Penalty: 4749.742676
	Iteration 5Q: 3 clusters Score -1703049 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1703465.125000 Penalty: 4749.742676
	Iteration 6Q: 3 clusters Score -1703465 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1704001.250000 Penalty: 4749.742676
	Iteration 7F: 3 clusters Score -1704001 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1704603.125000 Penalty: 4749.742676
	Iteration 8F: 3 clusters Score -1704603 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1705139.375000 Penalty: 4749.742676
	Iteration 9F: 3 clusters Score -1705139 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1705561.375000 Penalty: 4749.742676
	Iteration 10Q: 3 clusters Score -1705561 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1705845.500000 Penalty: 4749.742676
	Iteration 11Q: 3 clusters Score -1705846 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1706015.250000 Penalty: 4749.742676
	Iteration 12Q: 3 clusters Score -1706015 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1706134.625000 Penalty: 4749.742676
	Iteration 13Q: 3 clusters Score -1706135 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1706228.500000 Penalty: 4749.742676
	Iteration 14Q: 3 clusters Score -1706228 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1706298.125000 Penalty: 4749.742676
	Iteration 15Q: 3 clusters Score -1706298 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1706350.750000 Penalty: 4749.742676
	Iteration 16Q: 3 clusters Score -1706351 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1706393.500000 Penalty: 4749.742676
	Iteration 17Q: 3 clusters Score -1706394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1706426.500000 Penalty: 4749.742676
	Iteration 18Q: 3 clusters Score -1706426 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1706462.625000 Penalty: 4749.742676
	Iteration 19Q: 3 clusters Score -1706463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1706485.625000 Penalty: 4749.742676
	Iteration 20F: 3 clusters Score -1706486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1706502.250000 Penalty: 4749.742676
	Iteration 21Q: 3 clusters Score -1706502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1706505.000000 Penalty: 4749.742676
	Iteration 22Q: 3 clusters Score -1706505 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1706504.250000 Penalty: 4749.742676
	Iteration 23Q: 3 clusters Score -1706504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1706513.875000 Penalty: 4749.742676
	Iteration 24Q: 3 clusters Score -1706514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1706522.625000 Penalty: 4749.742676
	Iteration 25Q: 3 clusters Score -1706523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1706527.250000 Penalty: 4749.742676
	Iteration 26Q: 3 clusters Score -1706527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1706538.500000 Penalty: 4749.742676
	Iteration 27Q: 3 clusters Score -1706538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1706540.625000 Penalty: 4749.742676
	Iteration 28Q: 3 clusters Score -1706541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1706544.875000 Penalty: 4749.742676
	Iteration 29Q: 3 clusters Score -1706545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1706555.000000 Penalty: 4749.742676
	Iteration 30Q: 3 clusters Score -1706555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1706552.250000 Penalty: 4749.742676
	Iteration 31Q: 3 clusters Score -1706552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1706558.875000 Penalty: 4749.742676
	Iteration 32Q: 3 clusters Score -1706559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1706562.375000 Penalty: 4749.742676
	Iteration 33Q: 3 clusters Score -1706562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1706561.875000 Penalty: 4749.742676
	Iteration 34Q: 3 clusters Score -1706562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1706561.625000 Penalty: 4749.742676
	Iteration 35Q: 3 clusters Score -1706562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1706565.375000 Penalty: 4749.742676
	Iteration 36Q: 3 clusters Score -1706565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1706569.250000 Penalty: 4749.742676
	Iteration 37Q: 3 clusters Score -1706569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1706570.750000 Penalty: 4749.742676
	Iteration 38Q: 3 clusters Score -1706571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1706567.125000 Penalty: 4749.742676
	Iteration 39Q: 3 clusters Score -1706567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1706569.625000 Penalty: 4749.742676
	Iteration 40F: 3 clusters Score -1706570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1706570.875000 Penalty: 4749.742676
	Iteration 41Q: 3 clusters Score -1706571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1706570.625000 Penalty: 4749.742676
	Iteration 42Q: 3 clusters Score -1706571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1706570.625000 Penalty: 4749.742676
	Iteration 43F: 3 clusters Score -1706571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1019242.812500 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1019243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1012125.437500 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1012125 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1014764.687500 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1014765 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1015771.250000 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1015771 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1016584.312500 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1016584 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1017103.625000 Penalty: 4530.088867
	Iteration 4F: 3 clusters Score -1017104 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1017414.250000 Penalty: 4530.088867
	Iteration 5F: 3 clusters Score -1017414 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1017615.312500 Penalty: 4530.088867
	Iteration 6Q: 3 clusters Score -1017615 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1017742.000000 Penalty: 4530.088867
	Iteration 7Q: 3 clusters Score -1017742 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1017849.312500 Penalty: 4530.088867
	Iteration 8Q: 3 clusters Score -1017849 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1017937.562500 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1017938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1018014.875000 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1018015 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1018092.062500 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1018092 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1018166.000000 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1018166 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1018241.625000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1018242 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1018317.312500 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1018317 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1018382.687500 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1018383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1018428.000000 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1018428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1018465.812500 Penalty: 4530.088867
	Iteration 17Q: 3 clusters Score -1018466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1018492.312500 Penalty: 4530.088867
	Iteration 18Q: 3 clusters Score -1018492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1018514.750000 Penalty: 4530.088867
	Iteration 19Q: 3 clusters Score -1018515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1018529.187500 Penalty: 4530.088867
	Iteration 20F: 3 clusters Score -1018529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1018541.000000 Penalty: 4530.088867
	Iteration 21Q: 3 clusters Score -1018541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1018552.000000 Penalty: 4530.088867
	Iteration 22Q: 3 clusters Score -1018552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1018552.000000 Penalty: 4530.088867
	Iteration 23Q: 3 clusters Score -1018552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1018561.312500 Penalty: 4530.088867
	Iteration 24Q: 3 clusters Score -1018561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1018561.875000 Penalty: 4530.088867
	Iteration 25Q: 3 clusters Score -1018562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1018565.500000 Penalty: 4530.088867
	Iteration 26Q: 3 clusters Score -1018566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1018569.875000 Penalty: 4530.088867
	Iteration 27Q: 3 clusters Score -1018570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1018570.750000 Penalty: 4530.088867
	Iteration 28Q: 3 clusters Score -1018571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1018577.375000 Penalty: 4530.088867
	Iteration 29Q: 3 clusters Score -1018577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1018583.562500 Penalty: 4530.088867
	Iteration 30Q: 3 clusters Score -1018584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1018589.250000 Penalty: 4530.088867
	Iteration 31Q: 3 clusters Score -1018589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1018589.125000 Penalty: 4530.088867
	Iteration 32Q: 3 clusters Score -1018589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1018590.562500 Penalty: 4530.088867
	Iteration 33Q: 3 clusters Score -1018591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1018592.312500 Penalty: 4530.088867
	Iteration 34Q: 3 clusters Score -1018592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1018593.312500 Penalty: 4530.088867
	Iteration 35Q: 3 clusters Score -1018593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1018593.437500 Penalty: 4530.088867
	Iteration 36Q: 3 clusters Score -1018593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1018594.250000 Penalty: 4530.088867
	Iteration 37Q: 3 clusters Score -1018594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1018595.187500 Penalty: 4530.088867
	Iteration 38Q: 3 clusters Score -1018595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1018594.062500 Penalty: 4530.088867
	Iteration 39Q: 3 clusters Score -1018594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1018597.062500 Penalty: 4530.088867
	Iteration 40F: 3 clusters Score -1018597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1018597.062500 Penalty: 4530.088867
	Iteration 41Q: 3 clusters Score -1018597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1018596.500000 Penalty: 4530.088867
	Iteration 42Q: 3 clusters Score -1018596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1018596.500000 Penalty: 4530.088867
	Iteration 43Q: 3 clusters Score -1018596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1018596.500000 Penalty: 4530.088867
	Iteration 44F: 3 clusters Score -1018596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -868537.562500 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -868537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -862190.812500 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -862190.8 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -863975.250000 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -863975.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -864330.125000 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -864330.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -864588.500000 Penalty: 4454.103027
	Iteration 3F: 3 clusters Score -864588.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -864769.875000 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -864769.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -864901.312500 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -864901.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -865027.812500 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -865027.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -865155.875000 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -865155.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -865284.500000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -865284.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -865450.750000 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -865450.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -865647.062500 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -865647.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -865902.062500 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -865902.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -866204.750000 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -866204.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -866492.812500 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -866492.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -866757.625000 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -866757.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -866976.125000 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -866976.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -867122.937500 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -867122.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -867238.937500 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -867238.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -867330.000000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -867330 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -867410.937500 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -867410.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -867484.437500 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -867484.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -867549.875000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -867549.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -867603.937500 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -867603.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -867659.750000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -867659.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -867736.500000 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -867736.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -867824.437500 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -867824.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -867943.375000 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -867943.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -868047.687500 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -868047.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -868150.062500 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -868150.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -868221.125000 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -868221.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -868258.062500 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -868258.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -868271.812500 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -868271.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -868280.562500 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -868280.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -868288.312500 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -868288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -868289.937500 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -868289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -868291.125000 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -868291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -868291.937500 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -868291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -868291.937500 Penalty: 4454.103027
	Iteration 37F: 3 clusters Score -868291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Entering Unmasked Estep 
Score: -19471398.000000 Penalty: 2984.439941
	Iteration 0F: 2 clusters Score -1.94714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 84196 members 
Entering Unmasked Estep 
Score: -19359002.000000 Penalty: 5968.879883
	Iteration 0F: 3 clusters Score -1.9359e+07 nChanged 80672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -19405776.000000 Penalty: 5968.879883
	Iteration 1F: 3 clusters Score -1.940578e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -19406848.000000 Penalty: 5968.879883
	Iteration 2Q: 3 clusters Score -1.940685e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -19408078.000000 Penalty: 5968.879883
	Iteration 3Q: 3 clusters Score -1.940808e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 84802 members 
Entering Unmasked Estep 
Score: -19409476.000000 Penalty: 5968.879883
	Iteration 4Q: 3 clusters Score -1.940948e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -19411474.000000 Penalty: 5968.879883
	Iteration 5Q: 3 clusters Score -1.941147e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -19413394.000000 Penalty: 5968.879883
	Iteration 6Q: 3 clusters Score -1.941339e+07 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -19415638.000000 Penalty: 5968.879883
	Iteration 7Q: 3 clusters Score -1.941564e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -19418722.000000 Penalty: 5968.879883
	Iteration 8Q: 3 clusters Score -1.941872e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 85238 members 
Entering Unmasked Estep 
Score: -19422616.000000 Penalty: 5968.879883
	Iteration 9Q: 3 clusters Score -1.942262e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -19427748.000000 Penalty: 5968.879883
	Iteration 10F: 3 clusters Score -1.942775e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -19434204.000000 Penalty: 5968.879883
	Iteration 11F: 3 clusters Score -1.94342e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 81608 members 
Entering Unmasked Estep 
Score: -19439622.000000 Penalty: 5968.879883
	Iteration 12F: 3 clusters Score -1.943962e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -19442512.000000 Penalty: 5968.879883
	Iteration 13Q: 3 clusters Score -1.944251e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88623 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -19443748.000000 Penalty: 5968.879883
	Iteration 14Q: 3 clusters Score -1.944375e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -19444430.000000 Penalty: 5968.879883
	Iteration 15Q: 3 clusters Score -1.944443e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -19444740.000000 Penalty: 5968.879883
	Iteration 16Q: 3 clusters Score -1.944474e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91258 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -19445158.000000 Penalty: 5968.879883
	Iteration 17Q: 3 clusters Score -1.944516e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -19445628.000000 Penalty: 5968.879883
	Iteration 18Q: 3 clusters Score -1.944563e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93579 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -19446158.000000 Penalty: 5968.879883
	Iteration 19Q: 3 clusters Score -1.944616e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94859 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -19446664.000000 Penalty: 5968.879883
	Iteration 20F: 3 clusters Score -1.944666e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -19447230.000000 Penalty: 5968.879883
	Iteration 21Q: 3 clusters Score -1.944723e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 70563 members 
Entering Unmasked Estep 
Score: -19447840.000000 Penalty: 5968.879883
	Iteration 22Q: 3 clusters Score -1.944784e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Mstep: Class 2 contains 68943 members 
Entering Unmasked Estep 
Score: -19448438.000000 Penalty: 5968.879883
	Iteration 23Q: 3 clusters Score -1.944844e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101101 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -19449110.000000 Penalty: 5968.879883
	Iteration 24Q: 3 clusters Score -1.944911e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -19449682.000000 Penalty: 5968.879883
	Iteration 25Q: 3 clusters Score -1.944968e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104573 members 
Mstep: Class 2 contains 63816 members 
Entering Unmasked Estep 
Score: -19450170.000000 Penalty: 5968.879883
	Iteration 26Q: 3 clusters Score -1.945017e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 61980 members 
Entering Unmasked Estep 
Score: -19450774.000000 Penalty: 5968.879883
	Iteration 27Q: 3 clusters Score -1.945077e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108268 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -19451438.000000 Penalty: 5968.879883
	Iteration 28Q: 3 clusters Score -1.945144e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -19452016.000000 Penalty: 5968.879883
	Iteration 29Q: 3 clusters Score -1.945202e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112075 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -19452600.000000 Penalty: 5968.879883
	Iteration 30Q: 3 clusters Score -1.94526e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113975 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -19453004.000000 Penalty: 5968.879883
	Iteration 31Q: 3 clusters Score -1.9453e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115870 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -19453488.000000 Penalty: 5968.879883
	Iteration 32Q: 3 clusters Score -1.945349e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117786 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -19453878.000000 Penalty: 5968.879883
	Iteration 33Q: 3 clusters Score -1.945388e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119698 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -19454196.000000 Penalty: 5968.879883
	Iteration 34Q: 3 clusters Score -1.94542e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121645 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -19454696.000000 Penalty: 5968.879883
	Iteration 35Q: 3 clusters Score -1.94547e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123635 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -19455130.000000 Penalty: 5968.879883
	Iteration 36Q: 3 clusters Score -1.945513e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125634 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -19455680.000000 Penalty: 5968.879883
	Iteration 37Q: 3 clusters Score -1.945568e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127601 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -19456136.000000 Penalty: 5968.879883
	Iteration 38Q: 3 clusters Score -1.945614e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129626 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -19456682.000000 Penalty: 5968.879883
	Iteration 39Q: 3 clusters Score -1.945668e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131641 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -19457170.000000 Penalty: 5968.879883
	Iteration 40F: 3 clusters Score -1.945717e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133678 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -19457778.000000 Penalty: 5968.879883
	Iteration 41Q: 3 clusters Score -1.945778e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135796 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -19458396.000000 Penalty: 5968.879883
	Iteration 42Q: 3 clusters Score -1.94584e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137941 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -19459028.000000 Penalty: 5968.879883
	Iteration 43Q: 3 clusters Score -1.945903e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140042 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -19459586.000000 Penalty: 5968.879883
	Iteration 44Q: 3 clusters Score -1.945959e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142098 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -19460226.000000 Penalty: 5968.879883
	Iteration 45Q: 3 clusters Score -1.946023e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -19460982.000000 Penalty: 5968.879883
	Iteration 46Q: 3 clusters Score -1.946098e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146144 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -19461738.000000 Penalty: 5968.879883
	Iteration 47Q: 3 clusters Score -1.946174e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148123 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -19462334.000000 Penalty: 5968.879883
	Iteration 48Q: 3 clusters Score -1.946233e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -19462910.000000 Penalty: 5968.879883
	Iteration 49Q: 3 clusters Score -1.946291e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -19463578.000000 Penalty: 5968.879883
	Iteration 50Q: 3 clusters Score -1.946358e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153534 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -19464324.000000 Penalty: 5968.879883
	Iteration 51Q: 3 clusters Score -1.946432e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -19464908.000000 Penalty: 5968.879883
	Iteration 52Q: 3 clusters Score -1.946491e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -19465654.000000 Penalty: 5968.879883
	Iteration 53Q: 3 clusters Score -1.946565e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158249 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -19466324.000000 Penalty: 5968.879883
	Iteration 54Q: 3 clusters Score -1.946632e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159516 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -19466792.000000 Penalty: 5968.879883
	Iteration 55Q: 3 clusters Score -1.946679e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -19467162.000000 Penalty: 5968.879883
	Iteration 56Q: 3 clusters Score -1.946716e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161582 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -19467562.000000 Penalty: 5968.879883
	Iteration 57Q: 3 clusters Score -1.946756e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162391 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -19467948.000000 Penalty: 5968.879883
	Iteration 58Q: 3 clusters Score -1.946795e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163062 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -19468174.000000 Penalty: 5968.879883
	Iteration 59Q: 3 clusters Score -1.946817e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163557 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -19468346.000000 Penalty: 5968.879883
	Iteration 60F: 3 clusters Score -1.946835e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -19468498.000000 Penalty: 5968.879883
	Iteration 61Q: 3 clusters Score -1.94685e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -19468578.000000 Penalty: 5968.879883
	Iteration 62Q: 3 clusters Score -1.946858e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -19468712.000000 Penalty: 5968.879883
	Iteration 63Q: 3 clusters Score -1.946871e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164927 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -19468768.000000 Penalty: 5968.879883
	Iteration 64Q: 3 clusters Score -1.946877e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -19468816.000000 Penalty: 5968.879883
	Iteration 65Q: 3 clusters Score -1.946882e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165352 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -19468812.000000 Penalty: 5968.879883
	Iteration 66Q: 3 clusters Score -1.946881e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -19468852.000000 Penalty: 5968.879883
	Iteration 67Q: 3 clusters Score -1.946885e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -19468952.000000 Penalty: 5968.879883
	Iteration 68Q: 3 clusters Score -1.946895e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165845 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -19469026.000000 Penalty: 5968.879883
	Iteration 69Q: 3 clusters Score -1.946903e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19469076.000000 Penalty: 5968.879883
	Iteration 70Q: 3 clusters Score -1.946908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19469096.000000 Penalty: 5968.879883
	Iteration 71Q: 3 clusters Score -1.94691e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -19469178.000000 Penalty: 5968.879883
	Iteration 72Q: 3 clusters Score -1.946918e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166191 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -19469158.000000 Penalty: 5968.879883
	Iteration 73Q: 3 clusters Score -1.946916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166243 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -19469156.000000 Penalty: 5968.879883
	Iteration 74Q: 3 clusters Score -1.946916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166286 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -19469184.000000 Penalty: 5968.879883
	Iteration 75Q: 3 clusters Score -1.946918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -19469176.000000 Penalty: 5968.879883
	Iteration 76Q: 3 clusters Score -1.946918e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166345 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -19469182.000000 Penalty: 5968.879883
	Iteration 77Q: 3 clusters Score -1.946918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166370 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -19469196.000000 Penalty: 5968.879883
	Iteration 78Q: 3 clusters Score -1.94692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -19469188.000000 Penalty: 5968.879883
	Iteration 79Q: 3 clusters Score -1.946919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -19469184.000000 Penalty: 5968.879883
	Iteration 80F: 3 clusters Score -1.946918e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166437 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -19469178.000000 Penalty: 5968.879883
	Iteration 81Q: 3 clusters Score -1.946918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166457 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -19469186.000000 Penalty: 5968.879883
	Iteration 82Q: 3 clusters Score -1.946919e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166476 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19469194.000000 Penalty: 5968.879883
	Iteration 83Q: 3 clusters Score -1.946919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166493 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -19469180.000000 Penalty: 5968.879883
	Iteration 84Q: 3 clusters Score -1.946918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19469184.000000 Penalty: 5968.879883
	Iteration 85Q: 3 clusters Score -1.946918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166519 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -19469200.000000 Penalty: 5968.879883
	Iteration 86Q: 3 clusters Score -1.94692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166525 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19469204.000000 Penalty: 5968.879883
	Iteration 87Q: 3 clusters Score -1.94692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166534 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19469214.000000 Penalty: 5968.879883
	Iteration 88Q: 3 clusters Score -1.946921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -19469230.000000 Penalty: 5968.879883
	Iteration 89Q: 3 clusters Score -1.946923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166552 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19469226.000000 Penalty: 5968.879883
	Iteration 90Q: 3 clusters Score -1.946923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166554 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -19469212.000000 Penalty: 5968.879883
	Iteration 91Q: 3 clusters Score -1.946921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166556 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19469224.000000 Penalty: 5968.879883
	Iteration 92Q: 3 clusters Score -1.946922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19469224.000000 Penalty: 5968.879883
	Iteration 93Q: 3 clusters Score -1.946922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19469224.000000 Penalty: 5968.879883
	Iteration 94F: 3 clusters Score -1.946922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Entering Unmasked Estep 
Score: -1475886.500000 Penalty: 2356.857666
	Iteration 0F: 2 clusters Score -1475886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1466004.625000 Penalty: 4713.715332
	Iteration 0F: 3 clusters Score -1466005 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1469093.000000 Penalty: 4713.715332
	Iteration 1F: 3 clusters Score -1469093 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1469480.000000 Penalty: 4713.715332
	Iteration 2F: 3 clusters Score -1469480 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1469784.750000 Penalty: 4713.715332
	Iteration 3F: 3 clusters Score -1469785 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1470102.500000 Penalty: 4713.715332
	Iteration 4Q: 3 clusters Score -1470102 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1470448.125000 Penalty: 4713.715332
	Iteration 5Q: 3 clusters Score -1470448 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1470770.875000 Penalty: 4713.715332
	Iteration 6Q: 3 clusters Score -1470771 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1471063.625000 Penalty: 4713.715332
	Iteration 7Q: 3 clusters Score -1471064 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1471311.625000 Penalty: 4713.715332
	Iteration 8Q: 3 clusters Score -1471312 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1471559.000000 Penalty: 4713.715332
	Iteration 9Q: 3 clusters Score -1471559 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1471788.625000 Penalty: 4713.715332
	Iteration 10Q: 3 clusters Score -1471789 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1471994.000000 Penalty: 4713.715332
	Iteration 11Q: 3 clusters Score -1471994 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1472158.500000 Penalty: 4713.715332
	Iteration 12Q: 3 clusters Score -1472158 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1472292.750000 Penalty: 4713.715332
	Iteration 13Q: 3 clusters Score -1472293 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1472433.750000 Penalty: 4713.715332
	Iteration 14Q: 3 clusters Score -1472434 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1472582.625000 Penalty: 4713.715332
	Iteration 15Q: 3 clusters Score -1472583 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1472708.250000 Penalty: 4713.715332
	Iteration 16Q: 3 clusters Score -1472708 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1472823.375000 Penalty: 4713.715332
	Iteration 17Q: 3 clusters Score -1472823 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1472911.875000 Penalty: 4713.715332
	Iteration 18Q: 3 clusters Score -1472912 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1472986.750000 Penalty: 4713.715332
	Iteration 19Q: 3 clusters Score -1472987 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1473053.625000 Penalty: 4713.715332
	Iteration 20F: 3 clusters Score -1473054 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1473104.750000 Penalty: 4713.715332
	Iteration 21Q: 3 clusters Score -1473105 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1473153.875000 Penalty: 4713.715332
	Iteration 22Q: 3 clusters Score -1473154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1473210.625000 Penalty: 4713.715332
	Iteration 23Q: 3 clusters Score -1473211 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1473272.250000 Penalty: 4713.715332
	Iteration 24Q: 3 clusters Score -1473272 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1473360.750000 Penalty: 4713.715332
	Iteration 25Q: 3 clusters Score -1473361 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1473443.000000 Penalty: 4713.715332
	Iteration 26Q: 3 clusters Score -1473443 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1473527.500000 Penalty: 4713.715332
	Iteration 27Q: 3 clusters Score -1473528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1473604.125000 Penalty: 4713.715332
	Iteration 28Q: 3 clusters Score -1473604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1473669.750000 Penalty: 4713.715332
	Iteration 29Q: 3 clusters Score -1473670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1473726.625000 Penalty: 4713.715332
	Iteration 30Q: 3 clusters Score -1473727 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1473776.000000 Penalty: 4713.715332
	Iteration 31Q: 3 clusters Score -1473776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1473831.125000 Penalty: 4713.715332
	Iteration 32Q: 3 clusters Score -1473831 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1473886.625000 Penalty: 4713.715332
	Iteration 33Q: 3 clusters Score -1473887 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1473925.500000 Penalty: 4713.715332
	Iteration 34Q: 3 clusters Score -1473926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1473951.625000 Penalty: 4713.715332
	Iteration 35Q: 3 clusters Score -1473952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1473974.000000 Penalty: 4713.715332
	Iteration 36Q: 3 clusters Score -1473974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1473991.375000 Penalty: 4713.715332
	Iteration 37Q: 3 clusters Score -1473991 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1474012.500000 Penalty: 4713.715332
	Iteration 38Q: 3 clusters Score -1474012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1474036.000000 Penalty: 4713.715332
	Iteration 39Q: 3 clusters Score -1474036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1474047.625000 Penalty: 4713.715332
	Iteration 40F: 3 clusters Score -1474048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1474065.875000 Penalty: 4713.715332
	Iteration 41Q: 3 clusters Score -1474066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1474075.875000 Penalty: 4713.715332
	Iteration 42Q: 3 clusters Score -1474076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1474086.875000 Penalty: 4713.715332
	Iteration 43Q: 3 clusters Score -1474087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1474095.375000 Penalty: 4713.715332
	Iteration 44Q: 3 clusters Score -1474095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1474107.875000 Penalty: 4713.715332
	Iteration 45Q: 3 clusters Score -1474108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1474113.875000 Penalty: 4713.715332
	Iteration 46Q: 3 clusters Score -1474114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1474117.625000 Penalty: 4713.715332
	Iteration 47Q: 3 clusters Score -1474118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1474128.625000 Penalty: 4713.715332
	Iteration 48Q: 3 clusters Score -1474129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1474135.250000 Penalty: 4713.715332
	Iteration 49Q: 3 clusters Score -1474135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1474142.500000 Penalty: 4713.715332
	Iteration 50Q: 3 clusters Score -1474142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1474152.250000 Penalty: 4713.715332
	Iteration 51Q: 3 clusters Score -1474152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1474162.000000 Penalty: 4713.715332
	Iteration 52Q: 3 clusters Score -1474162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1474172.000000 Penalty: 4713.715332
	Iteration 53Q: 3 clusters Score -1474172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1474182.625000 Penalty: 4713.715332
	Iteration 54Q: 3 clusters Score -1474183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1474190.375000 Penalty: 4713.715332
	Iteration 55Q: 3 clusters Score -1474190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1474194.625000 Penalty: 4713.715332
	Iteration 56Q: 3 clusters Score -1474195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1474195.125000 Penalty: 4713.715332
	Iteration 57Q: 3 clusters Score -1474195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1474196.750000 Penalty: 4713.715332
	Iteration 58Q: 3 clusters Score -1474197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1474198.125000 Penalty: 4713.715332
	Iteration 59Q: 3 clusters Score -1474198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1474198.125000 Penalty: 4713.715332
	Iteration 60F: 3 clusters Score -1474198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Entering Unmasked Estep 
Score: -3891101.500000 Penalty: 2592.886230
	Iteration 0F: 2 clusters Score -3891102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3867414.750000 Penalty: 5185.772461
	Iteration 0F: 3 clusters Score -3867415 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -3875890.000000 Penalty: 5185.772461
	Iteration 1F: 3 clusters Score -3875890 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3876520.000000 Penalty: 5185.772461
	Iteration 2Q: 3 clusters Score -3876520 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3877250.500000 Penalty: 5185.772461
	Iteration 3Q: 3 clusters Score -3877250 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3878064.000000 Penalty: 5185.772461
	Iteration 4F: 3 clusters Score -3878064 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3878997.750000 Penalty: 5185.772461
	Iteration 5F: 3 clusters Score -3878998 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3880123.500000 Penalty: 5185.772461
	Iteration 6F: 3 clusters Score -3880124 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3881366.250000 Penalty: 5185.772461
	Iteration 7F: 3 clusters Score -3881366 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3882639.500000 Penalty: 5185.772461
	Iteration 8F: 3 clusters Score -3882640 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3883932.250000 Penalty: 5185.772461
	Iteration 9F: 3 clusters Score -3883932 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3885096.750000 Penalty: 5185.772461
	Iteration 10F: 3 clusters Score -3885097 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -3885930.750000 Penalty: 5185.772461
	Iteration 11Q: 3 clusters Score -3885931 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3886431.250000 Penalty: 5185.772461
	Iteration 12Q: 3 clusters Score -3886431 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3886742.250000 Penalty: 5185.772461
	Iteration 13Q: 3 clusters Score -3886742 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3886979.000000 Penalty: 5185.772461
	Iteration 14Q: 3 clusters Score -3886979 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3887139.000000 Penalty: 5185.772461
	Iteration 15Q: 3 clusters Score -3887139 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3887307.250000 Penalty: 5185.772461
	Iteration 16Q: 3 clusters Score -3887307 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3887458.250000 Penalty: 5185.772461
	Iteration 17Q: 3 clusters Score -3887458 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3887574.750000 Penalty: 5185.772461
	Iteration 18Q: 3 clusters Score -3887575 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3887671.250000 Penalty: 5185.772461
	Iteration 19Q: 3 clusters Score -3887671 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3887761.750000 Penalty: 5185.772461
	Iteration 20F: 3 clusters Score -3887762 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3887826.500000 Penalty: 5185.772461
	Iteration 21Q: 3 clusters Score -3887826 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3887877.500000 Penalty: 5185.772461
	Iteration 22Q: 3 clusters Score -3887878 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3887911.500000 Penalty: 5185.772461
	Iteration 23Q: 3 clusters Score -3887912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3887967.000000 Penalty: 5185.772461
	Iteration 24Q: 3 clusters Score -3887967 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -3888007.750000 Penalty: 5185.772461
	Iteration 25Q: 3 clusters Score -3888008 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3888031.750000 Penalty: 5185.772461
	Iteration 26Q: 3 clusters Score -3888032 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3888053.750000 Penalty: 5185.772461
	Iteration 27Q: 3 clusters Score -3888054 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3888089.250000 Penalty: 5185.772461
	Iteration 28Q: 3 clusters Score -3888089 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3888107.500000 Penalty: 5185.772461
	Iteration 29Q: 3 clusters Score -3888108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -3888128.250000 Penalty: 5185.772461
	Iteration 30Q: 3 clusters Score -3888128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3888145.750000 Penalty: 5185.772461
	Iteration 31Q: 3 clusters Score -3888146 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3888166.000000 Penalty: 5185.772461
	Iteration 32Q: 3 clusters Score -3888166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3888176.500000 Penalty: 5185.772461
	Iteration 33Q: 3 clusters Score -3888176 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3888202.000000 Penalty: 5185.772461
	Iteration 34Q: 3 clusters Score -3888202 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3888242.000000 Penalty: 5185.772461
	Iteration 35Q: 3 clusters Score -3888242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3888262.000000 Penalty: 5185.772461
	Iteration 36Q: 3 clusters Score -3888262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3888276.000000 Penalty: 5185.772461
	Iteration 37Q: 3 clusters Score -3888276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3888309.000000 Penalty: 5185.772461
	Iteration 38Q: 3 clusters Score -3888309 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3888314.750000 Penalty: 5185.772461
	Iteration 39Q: 3 clusters Score -3888315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -3888322.250000 Penalty: 5185.772461
	Iteration 40F: 3 clusters Score -3888322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3888322.750000 Penalty: 5185.772461
	Iteration 41Q: 3 clusters Score -3888323 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3888350.500000 Penalty: 5185.772461
	Iteration 42Q: 3 clusters Score -3888350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3888362.250000 Penalty: 5185.772461
	Iteration 43Q: 3 clusters Score -3888362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3888366.000000 Penalty: 5185.772461
	Iteration 44Q: 3 clusters Score -3888366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3888378.750000 Penalty: 5185.772461
	Iteration 45Q: 3 clusters Score -3888379 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3888377.250000 Penalty: 5185.772461
	Iteration 46Q: 3 clusters Score -3888377 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3888382.250000 Penalty: 5185.772461
	Iteration 47Q: 3 clusters Score -3888382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -3888392.500000 Penalty: 5185.772461
	Iteration 48Q: 3 clusters Score -3888392 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -3888407.750000 Penalty: 5185.772461
	Iteration 49Q: 3 clusters Score -3888408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3888424.000000 Penalty: 5185.772461
	Iteration 50Q: 3 clusters Score -3888424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3888441.000000 Penalty: 5185.772461
	Iteration 51Q: 3 clusters Score -3888441 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3888443.500000 Penalty: 5185.772461
	Iteration 52Q: 3 clusters Score -3888444 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3888459.750000 Penalty: 5185.772461
	Iteration 53Q: 3 clusters Score -3888460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3888480.000000 Penalty: 5185.772461
	Iteration 54Q: 3 clusters Score -3888480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -3888489.000000 Penalty: 5185.772461
	Iteration 55Q: 3 clusters Score -3888489 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -3888497.250000 Penalty: 5185.772461
	Iteration 56Q: 3 clusters Score -3888497 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3888523.500000 Penalty: 5185.772461
	Iteration 57Q: 3 clusters Score -3888524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -3888545.000000 Penalty: 5185.772461
	Iteration 58Q: 3 clusters Score -3888545 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -3888575.000000 Penalty: 5185.772461
	Iteration 59Q: 3 clusters Score -3888575 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3888595.250000 Penalty: 5185.772461
	Iteration 60F: 3 clusters Score -3888595 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3888607.500000 Penalty: 5185.772461
	Iteration 61Q: 3 clusters Score -3888608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3888639.250000 Penalty: 5185.772461
	Iteration 62Q: 3 clusters Score -3888639 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3888686.000000 Penalty: 5185.772461
	Iteration 63Q: 3 clusters Score -3888686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -3888703.500000 Penalty: 5185.772461
	Iteration 64Q: 3 clusters Score -3888704 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -3888731.500000 Penalty: 5185.772461
	Iteration 65Q: 3 clusters Score -3888732 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -3888777.250000 Penalty: 5185.772461
	Iteration 66Q: 3 clusters Score -3888777 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -3888825.250000 Penalty: 5185.772461
	Iteration 67Q: 3 clusters Score -3888825 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3888872.250000 Penalty: 5185.772461
	Iteration 68Q: 3 clusters Score -3888872 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3888942.000000 Penalty: 5185.772461
	Iteration 69Q: 3 clusters Score -3888942 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -3889014.500000 Penalty: 5185.772461
	Iteration 70Q: 3 clusters Score -3889014 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3889070.500000 Penalty: 5185.772461
	Iteration 71Q: 3 clusters Score -3889070 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3889143.500000 Penalty: 5185.772461
	Iteration 72Q: 3 clusters Score -3889144 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3889230.750000 Penalty: 5185.772461
	Iteration 73Q: 3 clusters Score -3889231 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3889319.750000 Penalty: 5185.772461
	Iteration 74Q: 3 clusters Score -3889320 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -3889418.750000 Penalty: 5185.772461
	Iteration 75Q: 3 clusters Score -3889419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3889500.000000 Penalty: 5185.772461
	Iteration 76Q: 3 clusters Score -3889500 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -3889591.250000 Penalty: 5185.772461
	Iteration 77Q: 3 clusters Score -3889591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -3889626.000000 Penalty: 5185.772461
	Iteration 78Q: 3 clusters Score -3889626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -3889665.500000 Penalty: 5185.772461
	Iteration 79Q: 3 clusters Score -3889666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3889700.250000 Penalty: 5185.772461
	Iteration 80F: 3 clusters Score -3889700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3889732.500000 Penalty: 5185.772461
	Iteration 81Q: 3 clusters Score -3889732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3889737.250000 Penalty: 5185.772461
	Iteration 82Q: 3 clusters Score -3889737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -3889758.000000 Penalty: 5185.772461
	Iteration 83Q: 3 clusters Score -3889758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3889788.750000 Penalty: 5185.772461
	Iteration 84Q: 3 clusters Score -3889789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -3889802.750000 Penalty: 5185.772461
	Iteration 85Q: 3 clusters Score -3889803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -3889817.750000 Penalty: 5185.772461
	Iteration 86Q: 3 clusters Score -3889818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3889818.500000 Penalty: 5185.772461
	Iteration 87Q: 3 clusters Score -3889818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3889847.500000 Penalty: 5185.772461
	Iteration 88Q: 3 clusters Score -3889848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3889848.500000 Penalty: 5185.772461
	Iteration 89Q: 3 clusters Score -3889848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3889856.250000 Penalty: 5185.772461
	Iteration 90Q: 3 clusters Score -3889856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3889861.750000 Penalty: 5185.772461
	Iteration 91Q: 3 clusters Score -3889862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3889855.250000 Penalty: 5185.772461
	Iteration 92Q: 3 clusters Score -3889855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -3889852.500000 Penalty: 5185.772461
	Iteration 93Q: 3 clusters Score -3889852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -3889848.500000 Penalty: 5185.772461
	Iteration 94Q: 3 clusters Score -3889848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3889856.000000 Penalty: 5185.772461
	Iteration 95Q: 3 clusters Score -3889856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3889856.250000 Penalty: 5185.772461
	Iteration 96Q: 3 clusters Score -3889856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -3889860.250000 Penalty: 5185.772461
	Iteration 97Q: 3 clusters Score -3889860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -3889858.750000 Penalty: 5185.772461
	Iteration 98Q: 3 clusters Score -3889859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3889856.000000 Penalty: 5185.772461
	Iteration 99Q: 3 clusters Score -3889856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3889858.000000 Penalty: 5185.772461
	Iteration 100F: 3 clusters Score -3889858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -3889860.250000 Penalty: 5185.772461
	Iteration 101Q: 3 clusters Score -3889860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3889859.750000 Penalty: 5185.772461
	Iteration 102Q: 3 clusters Score -3889860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3889858.000000 Penalty: 5185.772461
	Iteration 103Q: 3 clusters Score -3889858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -3889860.250000 Penalty: 5185.772461
	Iteration 104Q: 3 clusters Score -3889860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3889860.750000 Penalty: 5185.772461
	Iteration 105Q: 3 clusters Score -3889861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3889860.750000 Penalty: 5185.772461
	Iteration 106F: 3 clusters Score -3889861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -392598.343750 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -392598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -388921.156250 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -388921.2 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -389864.968750 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -389865 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -390262.218750 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -390262.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -390562.156250 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -390562.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -391039.718750 Penalty: 4075.983398
	Iteration 4F: 3 clusters Score -391039.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -391536.906250 Penalty: 4075.983398
	Iteration 5F: 3 clusters Score -391536.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -391849.593750 Penalty: 4075.983398
	Iteration 6F: 3 clusters Score -391849.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -392019.218750 Penalty: 4075.983398
	Iteration 7Q: 3 clusters Score -392019.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -392124.656250 Penalty: 4075.983398
	Iteration 8Q: 3 clusters Score -392124.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -392188.312500 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -392188.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -392226.218750 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -392226.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -392256.875000 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -392256.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -392280.781250 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -392280.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -392303.656250 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -392303.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -392325.156250 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -392325.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -392340.500000 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -392340.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -392356.312500 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -392356.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -392377.281250 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -392377.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -392397.125000 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -392397.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -392419.718750 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -392419.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -392444.906250 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -392444.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -392463.875000 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -392463.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -392488.843750 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -392488.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -392510.500000 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -392510.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -392532.625000 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -392532.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -392559.406250 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -392559.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -392588.906250 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -392588.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -392619.781250 Penalty: 4075.983398
	Iteration 27Q: 3 clusters Score -392619.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -392642.031250 Penalty: 4075.983398
	Iteration 28Q: 3 clusters Score -392642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -392670.000000 Penalty: 4075.983398
	Iteration 29Q: 3 clusters Score -392670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -392691.562500 Penalty: 4075.983398
	Iteration 30Q: 3 clusters Score -392691.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -392705.812500 Penalty: 4075.983398
	Iteration 31Q: 3 clusters Score -392705.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -392715.062500 Penalty: 4075.983398
	Iteration 32Q: 3 clusters Score -392715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -392719.562500 Penalty: 4075.983398
	Iteration 33Q: 3 clusters Score -392719.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -392723.906250 Penalty: 4075.983398
	Iteration 34Q: 3 clusters Score -392723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -392725.437500 Penalty: 4075.983398
	Iteration 35Q: 3 clusters Score -392725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -392725.437500 Penalty: 4075.983398
	Iteration 36Q: 3 clusters Score -392725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -392725.718750 Penalty: 4075.983398
	Iteration 37Q: 3 clusters Score -392725.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -392725.718750 Penalty: 4075.983398
	Iteration 38F: 3 clusters Score -392725.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105867 members 
Mstep: Class 12 contains 244395 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143851 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117784 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 2714 members 
Mstep: Class 26 contains 188366 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38372 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37639 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8444 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Mstep: Class 41 contains 992 members 
Entering Unmasked Estep 
Score: -225985168.000000 Penalty: 147590.875000
Splitting cluster 25 changes total score from -225986256.000000 to -225985168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (188366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188366 members 
Entering Unmasked Estep 
Score: -21978924.000000 Penalty: 3012.243164
	Iteration 0F: 2 clusters Score -2.197892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 94589 members 
Entering Unmasked Estep 
Score: -21856334.000000 Penalty: 6024.486328
	Iteration 0F: 3 clusters Score -2.185633e+07 nChanged 90451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -21910074.000000 Penalty: 6024.486328
	Iteration 1F: 3 clusters Score -2.191007e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -21911798.000000 Penalty: 6024.486328
	Iteration 2Q: 3 clusters Score -2.19118e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -21914592.000000 Penalty: 6024.486328
	Iteration 3Q: 3 clusters Score -2.191459e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -21919488.000000 Penalty: 6024.486328
	Iteration 4F: 3 clusters Score -2.191949e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -21928356.000000 Penalty: 6024.486328
	Iteration 5F: 3 clusters Score -2.192836e+07 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 149497 members 
Entering Unmasked Estep 
Score: -21942084.000000 Penalty: 6024.486328
	Iteration 6F: 3 clusters Score -2.194208e+07 nChanged 17270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -21958448.000000 Penalty: 6024.486328
	Iteration 7F: 3 clusters Score -2.195845e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 179167 members 
Entering Unmasked Estep 
Score: -21969034.000000 Penalty: 6024.486328
	Iteration 8F: 3 clusters Score -2.196903e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 185077 members 
Entering Unmasked Estep 
Score: -21973808.000000 Penalty: 6024.486328
	Iteration 9Q: 3 clusters Score -2.197381e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 187084 members 
Entering Unmasked Estep 
Score: -21975518.000000 Penalty: 6024.486328
	Iteration 10Q: 3 clusters Score -2.197552e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 187678 members 
Entering Unmasked Estep 
Score: -21976054.000000 Penalty: 6024.486328
	Iteration 11Q: 3 clusters Score -2.197605e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 187842 members 
Entering Unmasked Estep 
Score: -21976208.000000 Penalty: 6024.486328
	Iteration 12Q: 3 clusters Score -2.197621e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 187923 members 
Entering Unmasked Estep 
Score: -21976310.000000 Penalty: 6024.486328
	Iteration 13Q: 3 clusters Score -2.197631e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 187952 members 
Entering Unmasked Estep 
Score: -21976382.000000 Penalty: 6024.486328
	Iteration 14Q: 3 clusters Score -2.197638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 187974 members 
Entering Unmasked Estep 
Score: -21976434.000000 Penalty: 6024.486328
	Iteration 15Q: 3 clusters Score -2.197643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 187988 members 
Entering Unmasked Estep 
Score: -21976444.000000 Penalty: 6024.486328
	Iteration 16Q: 3 clusters Score -2.197644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 187996 members 
Entering Unmasked Estep 
Score: -21976478.000000 Penalty: 6024.486328
	Iteration 17Q: 3 clusters Score -2.197648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 188002 members 
Entering Unmasked Estep 
Score: -21976500.000000 Penalty: 6024.486328
	Iteration 18Q: 3 clusters Score -2.19765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 188005 members 
Entering Unmasked Estep 
Score: -21976502.000000 Penalty: 6024.486328
	Iteration 19Q: 3 clusters Score -2.19765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 188010 members 
Entering Unmasked Estep 
Score: -21976524.000000 Penalty: 6024.486328
	Iteration 20F: 3 clusters Score -2.197652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 188012 members 
Entering Unmasked Estep 
Score: -21976518.000000 Penalty: 6024.486328
	Iteration 21Q: 3 clusters Score -2.197652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 188015 members 
Entering Unmasked Estep 
Score: -21976524.000000 Penalty: 6024.486328
	Iteration 22Q: 3 clusters Score -2.197652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 188018 members 
Entering Unmasked Estep 
Score: -21976536.000000 Penalty: 6024.486328
	Iteration 23Q: 3 clusters Score -2.197654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 188019 members 
Entering Unmasked Estep 
Score: -21976526.000000 Penalty: 6024.486328
	Iteration 24Q: 3 clusters Score -2.197653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 188018 members 
Entering Unmasked Estep 
Score: -21976538.000000 Penalty: 6024.486328
	Iteration 25Q: 3 clusters Score -2.197654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 188019 members 
Entering Unmasked Estep 
Score: -21976514.000000 Penalty: 6024.486328
	Iteration 26Q: 3 clusters Score -2.197651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 188019 members 
Entering Unmasked Estep 
Score: -21976516.000000 Penalty: 6024.486328
	Iteration 27Q: 3 clusters Score -2.197652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 188021 members 
Entering Unmasked Estep 
Score: -21976518.000000 Penalty: 6024.486328
	Iteration 28Q: 3 clusters Score -2.197652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 188022 members 
Entering Unmasked Estep 
Score: -21976528.000000 Penalty: 6024.486328
	Iteration 29Q: 3 clusters Score -2.197653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 188023 members 
Entering Unmasked Estep 
Score: -21976528.000000 Penalty: 6024.486328
	Iteration 30Q: 3 clusters Score -2.197653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188024 members 
Entering Unmasked Estep 
Score: -21976526.000000 Penalty: 6024.486328
	Iteration 31Q: 3 clusters Score -2.197653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 188025 members 
Entering Unmasked Estep 
Score: -21976530.000000 Penalty: 6024.486328
	Iteration 32Q: 3 clusters Score -2.197653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188024 members 
Entering Unmasked Estep 
Score: -21976524.000000 Penalty: 6024.486328
	Iteration 33Q: 3 clusters Score -2.197652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 188024 members 
Entering Unmasked Estep 
Score: -21976524.000000 Penalty: 6024.486328
	Iteration 34F: 3 clusters Score -2.197652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -724211.375000 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -724211.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -718775.500000 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -718775.5 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -720312.125000 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -720312.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -720780.062500 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -720780.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -721179.875000 Penalty: 4357.627441
	Iteration 3F: 3 clusters Score -721179.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -721549.750000 Penalty: 4357.627441
	Iteration 4F: 3 clusters Score -721549.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -721847.187500 Penalty: 4357.627441
	Iteration 5F: 3 clusters Score -721847.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -722067.750000 Penalty: 4357.627441
	Iteration 6Q: 3 clusters Score -722067.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -722230.812500 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -722230.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -722341.375000 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -722341.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -722399.937500 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -722399.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -722446.500000 Penalty: 4357.627441
	Iteration 10Q: 3 clusters Score -722446.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -722481.750000 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -722481.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -722503.312500 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -722503.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -722523.125000 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -722523.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -722541.062500 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -722541.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -722558.000000 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -722558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -722574.812500 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -722574.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -722585.625000 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -722585.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -722596.437500 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -722596.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -722603.625000 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -722603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -722613.437500 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -722613.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -722624.000000 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -722624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -722632.937500 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -722632.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -722641.750000 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -722641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -722644.062500 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -722644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -722650.500000 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -722650.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -722654.125000 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -722654.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -722658.125000 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -722658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -722660.812500 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -722660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -722665.312500 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -722665.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -722670.375000 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -722670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -722672.937500 Penalty: 4357.627441
	Iteration 31Q: 3 clusters Score -722672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -722673.937500 Penalty: 4357.627441
	Iteration 32Q: 3 clusters Score -722673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -722672.375000 Penalty: 4357.627441
	Iteration 33Q: 3 clusters Score -722672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -722676.812500 Penalty: 4357.627441
	Iteration 34Q: 3 clusters Score -722676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -722676.062500 Penalty: 4357.627441
	Iteration 35Q: 3 clusters Score -722676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -722677.750000 Penalty: 4357.627441
	Iteration 36Q: 3 clusters Score -722677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -722678.187500 Penalty: 4357.627441
	Iteration 37Q: 3 clusters Score -722678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -722680.187500 Penalty: 4357.627441
	Iteration 38Q: 3 clusters Score -722680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -722679.250000 Penalty: 4357.627441
	Iteration 39Q: 3 clusters Score -722679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -722681.875000 Penalty: 4357.627441
	Iteration 40F: 3 clusters Score -722681.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -722682.500000 Penalty: 4357.627441
	Iteration 41Q: 3 clusters Score -722682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -722684.750000 Penalty: 4357.627441
	Iteration 42Q: 3 clusters Score -722684.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -722684.000000 Penalty: 4357.627441
	Iteration 43Q: 3 clusters Score -722684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -722685.625000 Penalty: 4357.627441
	Iteration 44Q: 3 clusters Score -722685.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -722685.625000 Penalty: 4357.627441
	Iteration 45F: 3 clusters Score -722685.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -1059224.625000 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -1059225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1051657.750000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -1051658 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1054012.125000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -1054012 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1054415.000000 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -1054415 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1054838.625000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -1054839 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1055305.500000 Penalty: 4555.516602
	Iteration 4F: 3 clusters Score -1055306 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1055830.625000 Penalty: 4555.516602
	Iteration 5F: 3 clusters Score -1055831 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1056361.500000 Penalty: 4555.516602
	Iteration 6F: 3 clusters Score -1056362 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1056795.000000 Penalty: 4555.516602
	Iteration 7F: 3 clusters Score -1056795 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1057099.750000 Penalty: 4555.516602
	Iteration 8Q: 3 clusters Score -1057100 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1057305.750000 Penalty: 4555.516602
	Iteration 9Q: 3 clusters Score -1057306 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1057424.250000 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -1057424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1057519.250000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -1057519 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1057589.875000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -1057590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1057628.625000 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -1057629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1057654.875000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -1057655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1057676.750000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -1057677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1057693.375000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -1057693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1057703.375000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -1057703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1057712.250000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -1057712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1057719.375000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -1057719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1057723.000000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -1057723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1057725.875000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -1057726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1057725.375000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -1057725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1057725.000000 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -1057725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1057726.750000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -1057727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1057727.000000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -1057727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1057727.000000 Penalty: 4555.516602
	Iteration 26F: 3 clusters Score -1057727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Entering Unmasked Estep 
Score: -4482788.000000 Penalty: 2617.660645
	Iteration 0F: 2 clusters Score -4482788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4456863.500000 Penalty: 5235.321289
	Iteration 0F: 3 clusters Score -4456864 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4466551.500000 Penalty: 5235.321289
	Iteration 1F: 3 clusters Score -4466552 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -4467353.000000 Penalty: 5235.321289
	Iteration 2Q: 3 clusters Score -4467353 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4468396.500000 Penalty: 5235.321289
	Iteration 3F: 3 clusters Score -4468396 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4469887.500000 Penalty: 5235.321289
	Iteration 4F: 3 clusters Score -4469888 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4471860.500000 Penalty: 5235.321289
	Iteration 5F: 3 clusters Score -4471860 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4474267.000000 Penalty: 5235.321289
	Iteration 6F: 3 clusters Score -4474267 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -4476773.000000 Penalty: 5235.321289
	Iteration 7F: 3 clusters Score -4476773 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -4478691.000000 Penalty: 5235.321289
	Iteration 8F: 3 clusters Score -4478691 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4479735.000000 Penalty: 5235.321289
	Iteration 9Q: 3 clusters Score -4479735 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4480125.500000 Penalty: 5235.321289
	Iteration 10Q: 3 clusters Score -4480126 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4480328.500000 Penalty: 5235.321289
	Iteration 11Q: 3 clusters Score -4480328 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4480447.500000 Penalty: 5235.321289
	Iteration 12Q: 3 clusters Score -4480448 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4480530.000000 Penalty: 5235.321289
	Iteration 13Q: 3 clusters Score -4480530 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -4480586.500000 Penalty: 5235.321289
	Iteration 14Q: 3 clusters Score -4480586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4480633.000000 Penalty: 5235.321289
	Iteration 15Q: 3 clusters Score -4480633 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -4480675.500000 Penalty: 5235.321289
	Iteration 16Q: 3 clusters Score -4480676 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4480710.000000 Penalty: 5235.321289
	Iteration 17Q: 3 clusters Score -4480710 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -4480730.500000 Penalty: 5235.321289
	Iteration 18Q: 3 clusters Score -4480730 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4480755.500000 Penalty: 5235.321289
	Iteration 19Q: 3 clusters Score -4480756 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -4480775.500000 Penalty: 5235.321289
	Iteration 20F: 3 clusters Score -4480776 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4480791.000000 Penalty: 5235.321289
	Iteration 21Q: 3 clusters Score -4480791 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4480806.000000 Penalty: 5235.321289
	Iteration 22Q: 3 clusters Score -4480806 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4480813.000000 Penalty: 5235.321289
	Iteration 23Q: 3 clusters Score -4480813 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -4480836.000000 Penalty: 5235.321289
	Iteration 24Q: 3 clusters Score -4480836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -4480849.000000 Penalty: 5235.321289
	Iteration 25Q: 3 clusters Score -4480849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4480851.500000 Penalty: 5235.321289
	Iteration 26Q: 3 clusters Score -4480852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4480852.500000 Penalty: 5235.321289
	Iteration 27Q: 3 clusters Score -4480852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -4480863.000000 Penalty: 5235.321289
	Iteration 28Q: 3 clusters Score -4480863 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4480875.000000 Penalty: 5235.321289
	Iteration 29Q: 3 clusters Score -4480875 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4480895.500000 Penalty: 5235.321289
	Iteration 30Q: 3 clusters Score -4480896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4480904.500000 Penalty: 5235.321289
	Iteration 31Q: 3 clusters Score -4480904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4480905.000000 Penalty: 5235.321289
	Iteration 32Q: 3 clusters Score -4480905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4480913.000000 Penalty: 5235.321289
	Iteration 33Q: 3 clusters Score -4480913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -4480926.000000 Penalty: 5235.321289
	Iteration 34Q: 3 clusters Score -4480926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4480936.000000 Penalty: 5235.321289
	Iteration 35Q: 3 clusters Score -4480936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4480942.500000 Penalty: 5235.321289
	Iteration 36Q: 3 clusters Score -4480942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -4480948.000000 Penalty: 5235.321289
	Iteration 37Q: 3 clusters Score -4480948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4480948.500000 Penalty: 5235.321289
	Iteration 38Q: 3 clusters Score -4480948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4480947.500000 Penalty: 5235.321289
	Iteration 39Q: 3 clusters Score -4480948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4480949.500000 Penalty: 5235.321289
	Iteration 40F: 3 clusters Score -4480950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4480954.500000 Penalty: 5235.321289
	Iteration 41Q: 3 clusters Score -4480954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4480957.000000 Penalty: 5235.321289
	Iteration 42Q: 3 clusters Score -4480957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -4480951.000000 Penalty: 5235.321289
	Iteration 43Q: 3 clusters Score -4480951 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4480958.500000 Penalty: 5235.321289
	Iteration 44Q: 3 clusters Score -4480958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -4480961.000000 Penalty: 5235.321289
	Iteration 45Q: 3 clusters Score -4480961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4480965.500000 Penalty: 5235.321289
	Iteration 46Q: 3 clusters Score -4480966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4480961.000000 Penalty: 5235.321289
	Iteration 47Q: 3 clusters Score -4480961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4480965.000000 Penalty: 5235.321289
	Iteration 48Q: 3 clusters Score -4480965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4480968.000000 Penalty: 5235.321289
	Iteration 49Q: 3 clusters Score -4480968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4480971.500000 Penalty: 5235.321289
	Iteration 50Q: 3 clusters Score -4480972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4480970.000000 Penalty: 5235.321289
	Iteration 51Q: 3 clusters Score -4480970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -4480973.500000 Penalty: 5235.321289
	Iteration 52Q: 3 clusters Score -4480974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4480973.000000 Penalty: 5235.321289
	Iteration 53Q: 3 clusters Score -4480973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -4480972.500000 Penalty: 5235.321289
	Iteration 54Q: 3 clusters Score -4480972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -4480981.500000 Penalty: 5235.321289
	Iteration 55Q: 3 clusters Score -4480982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4480985.500000 Penalty: 5235.321289
	Iteration 56Q: 3 clusters Score -4480986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4480989.000000 Penalty: 5235.321289
	Iteration 57Q: 3 clusters Score -4480989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4480989.500000 Penalty: 5235.321289
	Iteration 58Q: 3 clusters Score -4480990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -4480998.000000 Penalty: 5235.321289
	Iteration 59Q: 3 clusters Score -4480998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4481003.000000 Penalty: 5235.321289
	Iteration 60F: 3 clusters Score -4481003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4481012.500000 Penalty: 5235.321289
	Iteration 61Q: 3 clusters Score -4481012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -4481020.000000 Penalty: 5235.321289
	Iteration 62Q: 3 clusters Score -4481020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4481024.000000 Penalty: 5235.321289
	Iteration 63Q: 3 clusters Score -4481024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4481027.500000 Penalty: 5235.321289
	Iteration 64Q: 3 clusters Score -4481028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4481039.000000 Penalty: 5235.321289
	Iteration 65Q: 3 clusters Score -4481039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -4481051.500000 Penalty: 5235.321289
	Iteration 66Q: 3 clusters Score -4481052 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4481062.500000 Penalty: 5235.321289
	Iteration 67Q: 3 clusters Score -4481062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4481064.500000 Penalty: 5235.321289
	Iteration 68Q: 3 clusters Score -4481064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -4481066.000000 Penalty: 5235.321289
	Iteration 69Q: 3 clusters Score -4481066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4481079.500000 Penalty: 5235.321289
	Iteration 70Q: 3 clusters Score -4481080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4481079.000000 Penalty: 5235.321289
	Iteration 71Q: 3 clusters Score -4481079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4481083.500000 Penalty: 5235.321289
	Iteration 72Q: 3 clusters Score -4481084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4481079.000000 Penalty: 5235.321289
	Iteration 73Q: 3 clusters Score -4481079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4481083.500000 Penalty: 5235.321289
	Iteration 74Q: 3 clusters Score -4481084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4481090.500000 Penalty: 5235.321289
	Iteration 75Q: 3 clusters Score -4481090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4481091.000000 Penalty: 5235.321289
	Iteration 76Q: 3 clusters Score -4481091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -4481094.500000 Penalty: 5235.321289
	Iteration 77Q: 3 clusters Score -4481094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4481094.500000 Penalty: 5235.321289
	Iteration 78Q: 3 clusters Score -4481094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -4481101.500000 Penalty: 5235.321289
	Iteration 79Q: 3 clusters Score -4481102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4481104.000000 Penalty: 5235.321289
	Iteration 80F: 3 clusters Score -4481104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4481110.500000 Penalty: 5235.321289
	Iteration 81Q: 3 clusters Score -4481110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4481118.500000 Penalty: 5235.321289
	Iteration 82Q: 3 clusters Score -4481118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4481123.000000 Penalty: 5235.321289
	Iteration 83Q: 3 clusters Score -4481123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4481125.500000 Penalty: 5235.321289
	Iteration 84Q: 3 clusters Score -4481126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4481117.000000 Penalty: 5235.321289
	Iteration 85Q: 3 clusters Score -4481117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -4481130.500000 Penalty: 5235.321289
	Iteration 86Q: 3 clusters Score -4481130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4481128.500000 Penalty: 5235.321289
	Iteration 87Q: 3 clusters Score -4481128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -4481129.000000 Penalty: 5235.321289
	Iteration 88Q: 3 clusters Score -4481129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4481131.000000 Penalty: 5235.321289
	Iteration 89Q: 3 clusters Score -4481131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -4481134.000000 Penalty: 5235.321289
	Iteration 90Q: 3 clusters Score -4481134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4481146.000000 Penalty: 5235.321289
	Iteration 91Q: 3 clusters Score -4481146 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -4481155.000000 Penalty: 5235.321289
	Iteration 92Q: 3 clusters Score -4481155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -4481148.500000 Penalty: 5235.321289
	Iteration 93Q: 3 clusters Score -4481148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -4481151.500000 Penalty: 5235.321289
	Iteration 94Q: 3 clusters Score -4481152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4481163.500000 Penalty: 5235.321289
	Iteration 95Q: 3 clusters Score -4481164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4481168.500000 Penalty: 5235.321289
	Iteration 96Q: 3 clusters Score -4481168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4481179.500000 Penalty: 5235.321289
	Iteration 97Q: 3 clusters Score -4481180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4481177.000000 Penalty: 5235.321289
	Iteration 98Q: 3 clusters Score -4481177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -4481167.500000 Penalty: 5235.321289
	Iteration 99Q: 3 clusters Score -4481168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4481172.500000 Penalty: 5235.321289
	Iteration 100F: 3 clusters Score -4481172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4481169.500000 Penalty: 5235.321289
	Iteration 101Q: 3 clusters Score -4481170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4481177.500000 Penalty: 5235.321289
	Iteration 102Q: 3 clusters Score -4481178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4481175.000000 Penalty: 5235.321289
	Iteration 103Q: 3 clusters Score -4481175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4481170.500000 Penalty: 5235.321289
	Iteration 104Q: 3 clusters Score -4481170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4481176.000000 Penalty: 5235.321289
	Iteration 105Q: 3 clusters Score -4481176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4481184.500000 Penalty: 5235.321289
	Iteration 106Q: 3 clusters Score -4481184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -4481185.000000 Penalty: 5235.321289
	Iteration 107Q: 3 clusters Score -4481185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4481181.500000 Penalty: 5235.321289
	Iteration 108Q: 3 clusters Score -4481182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -4481180.500000 Penalty: 5235.321289
	Iteration 109Q: 3 clusters Score -4481180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -4481185.000000 Penalty: 5235.321289
	Iteration 110Q: 3 clusters Score -4481185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4481188.000000 Penalty: 5235.321289
	Iteration 111Q: 3 clusters Score -4481188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4481191.500000 Penalty: 5235.321289
	Iteration 112Q: 3 clusters Score -4481192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4481185.500000 Penalty: 5235.321289
	Iteration 113Q: 3 clusters Score -4481186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4481195.500000 Penalty: 5235.321289
	Iteration 114Q: 3 clusters Score -4481196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4481192.000000 Penalty: 5235.321289
	Iteration 115Q: 3 clusters Score -4481192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4481198.500000 Penalty: 5235.321289
	Iteration 116Q: 3 clusters Score -4481198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4481196.000000 Penalty: 5235.321289
	Iteration 117Q: 3 clusters Score -4481196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4481195.500000 Penalty: 5235.321289
	Iteration 118Q: 3 clusters Score -4481196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4481197.500000 Penalty: 5235.321289
	Iteration 119Q: 3 clusters Score -4481198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4481201.500000 Penalty: 5235.321289
	Iteration 120F: 3 clusters Score -4481202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4481189.500000 Penalty: 5235.321289
	Iteration 121Q: 3 clusters Score -4481190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4481194.000000 Penalty: 5235.321289
	Iteration 122Q: 3 clusters Score -4481194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4481195.000000 Penalty: 5235.321289
	Iteration 123Q: 3 clusters Score -4481195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -4481195.000000 Penalty: 5235.321289
	Iteration 124Q: 3 clusters Score -4481195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4481193.000000 Penalty: 5235.321289
	Iteration 125Q: 3 clusters Score -4481193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4481193.000000 Penalty: 5235.321289
	Iteration 126F: 3 clusters Score -4481193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (223950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223950 members 
Entering Unmasked Estep 
Score: -25949432.000000 Penalty: 3055.156006
	Iteration 0F: 2 clusters Score -2.594943e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 112049 members 
Entering Unmasked Estep 
Score: -25806776.000000 Penalty: 6110.312012
	Iteration 0F: 3 clusters Score -2.580678e+07 nChanged 108028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112113 members 
Mstep: Class 2 contains 111837 members 
Entering Unmasked Estep 
Score: -25870084.000000 Penalty: 6110.312012
	Iteration 1F: 3 clusters Score -2.587008e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112712 members 
Mstep: Class 2 contains 111238 members 
Entering Unmasked Estep 
Score: -25871484.000000 Penalty: 6110.312012
	Iteration 2Q: 3 clusters Score -2.587148e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 110298 members 
Entering Unmasked Estep 
Score: -25873512.000000 Penalty: 6110.312012
	Iteration 3Q: 3 clusters Score -2.587351e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
Score: -25875940.000000 Penalty: 6110.312012
	Iteration 4Q: 3 clusters Score -2.587594e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117228 members 
Mstep: Class 2 contains 106722 members 
Entering Unmasked Estep 
Score: -25879410.000000 Penalty: 6110.312012
	Iteration 5Q: 3 clusters Score -2.587941e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120222 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -25884066.000000 Penalty: 6110.312012
	Iteration 6Q: 3 clusters Score -2.588407e+07 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123966 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -25890090.000000 Penalty: 6110.312012
	Iteration 7F: 3 clusters Score -2.589009e+07 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128019 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -25897692.000000 Penalty: 6110.312012
	Iteration 8F: 3 clusters Score -2.589769e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -25905736.000000 Penalty: 6110.312012
	Iteration 9F: 3 clusters Score -2.590574e+07 nChanged 11350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135456 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -25912534.000000 Penalty: 6110.312012
	Iteration 10F: 3 clusters Score -2.591253e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 85380 members 
Entering Unmasked Estep 
Score: -25916210.000000 Penalty: 6110.312012
	Iteration 11Q: 3 clusters Score -2.591621e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141496 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -25918268.000000 Penalty: 6110.312012
	Iteration 12Q: 3 clusters Score -2.591827e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144374 members 
Mstep: Class 2 contains 79576 members 
Entering Unmasked Estep 
Score: -25919328.000000 Penalty: 6110.312012
	Iteration 13Q: 3 clusters Score -2.591933e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147463 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -25920376.000000 Penalty: 6110.312012
	Iteration 14Q: 3 clusters Score -2.592038e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 73338 members 
Entering Unmasked Estep 
Score: -25921450.000000 Penalty: 6110.312012
	Iteration 15Q: 3 clusters Score -2.592145e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -25922614.000000 Penalty: 6110.312012
	Iteration 16Q: 3 clusters Score -2.592261e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157324 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -25923802.000000 Penalty: 6110.312012
	Iteration 17Q: 3 clusters Score -2.59238e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160942 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -25925062.000000 Penalty: 6110.312012
	Iteration 18Q: 3 clusters Score -2.592506e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -25926582.000000 Penalty: 6110.312012
	Iteration 19Q: 3 clusters Score -2.592658e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168925 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -25928280.000000 Penalty: 6110.312012
	Iteration 20F: 3 clusters Score -2.592828e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173186 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -25929754.000000 Penalty: 6110.312012
	Iteration 21Q: 3 clusters Score -2.592975e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177369 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -25931536.000000 Penalty: 6110.312012
	Iteration 22Q: 3 clusters Score -2.593154e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181544 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -25933314.000000 Penalty: 6110.312012
	Iteration 23Q: 3 clusters Score -2.593331e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185580 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -25935122.000000 Penalty: 6110.312012
	Iteration 24Q: 3 clusters Score -2.593512e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189388 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -25936844.000000 Penalty: 6110.312012
	Iteration 25Q: 3 clusters Score -2.593684e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192803 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -25938286.000000 Penalty: 6110.312012
	Iteration 26Q: 3 clusters Score -2.593829e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195889 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -25939616.000000 Penalty: 6110.312012
	Iteration 27Q: 3 clusters Score -2.593962e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198638 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -25940860.000000 Penalty: 6110.312012
	Iteration 28Q: 3 clusters Score -2.594086e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201105 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -25941864.000000 Penalty: 6110.312012
	Iteration 29Q: 3 clusters Score -2.594186e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203366 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -25942964.000000 Penalty: 6110.312012
	Iteration 30Q: 3 clusters Score -2.594296e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205417 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -25943504.000000 Penalty: 6110.312012
	Iteration 31Q: 3 clusters Score -2.59435e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207145 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -25944114.000000 Penalty: 6110.312012
	Iteration 32Q: 3 clusters Score -2.594411e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208742 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -25944672.000000 Penalty: 6110.312012
	Iteration 33Q: 3 clusters Score -2.594467e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210128 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -25945184.000000 Penalty: 6110.312012
	Iteration 34Q: 3 clusters Score -2.594518e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211373 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -25945584.000000 Penalty: 6110.312012
	Iteration 35Q: 3 clusters Score -2.594558e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212425 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -25945888.000000 Penalty: 6110.312012
	Iteration 36Q: 3 clusters Score -2.594589e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213341 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -25946134.000000 Penalty: 6110.312012
	Iteration 37Q: 3 clusters Score -2.594613e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214151 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -25946368.000000 Penalty: 6110.312012
	Iteration 38Q: 3 clusters Score -2.594637e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214879 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -25946578.000000 Penalty: 6110.312012
	Iteration 39Q: 3 clusters Score -2.594658e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215516 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -25946786.000000 Penalty: 6110.312012
	Iteration 40F: 3 clusters Score -2.594679e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216048 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -25946882.000000 Penalty: 6110.312012
	Iteration 41Q: 3 clusters Score -2.594688e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216503 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -25946980.000000 Penalty: 6110.312012
	Iteration 42Q: 3 clusters Score -2.594698e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216924 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -25947088.000000 Penalty: 6110.312012
	Iteration 43Q: 3 clusters Score -2.594709e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217304 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -25947202.000000 Penalty: 6110.312012
	Iteration 44Q: 3 clusters Score -2.59472e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217640 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -25947262.000000 Penalty: 6110.312012
	Iteration 45Q: 3 clusters Score -2.594726e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217933 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -25947362.000000 Penalty: 6110.312012
	Iteration 46Q: 3 clusters Score -2.594736e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218181 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -25947454.000000 Penalty: 6110.312012
	Iteration 47Q: 3 clusters Score -2.594745e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218377 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -25947580.000000 Penalty: 6110.312012
	Iteration 48Q: 3 clusters Score -2.594758e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218542 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -25947590.000000 Penalty: 6110.312012
	Iteration 49Q: 3 clusters Score -2.594759e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218710 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -25947694.000000 Penalty: 6110.312012
	Iteration 50Q: 3 clusters Score -2.594769e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218848 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -25947688.000000 Penalty: 6110.312012
	Iteration 51Q: 3 clusters Score -2.594769e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218984 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -25947772.000000 Penalty: 6110.312012
	Iteration 52Q: 3 clusters Score -2.594777e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219109 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -25947818.000000 Penalty: 6110.312012
	Iteration 53Q: 3 clusters Score -2.594782e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219237 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -25947878.000000 Penalty: 6110.312012
	Iteration 54Q: 3 clusters Score -2.594788e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219365 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -25947898.000000 Penalty: 6110.312012
	Iteration 55Q: 3 clusters Score -2.59479e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219471 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -25947920.000000 Penalty: 6110.312012
	Iteration 56Q: 3 clusters Score -2.594792e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219541 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -25947946.000000 Penalty: 6110.312012
	Iteration 57Q: 3 clusters Score -2.594795e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219598 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -25947978.000000 Penalty: 6110.312012
	Iteration 58Q: 3 clusters Score -2.594798e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219647 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -25948054.000000 Penalty: 6110.312012
	Iteration 59Q: 3 clusters Score -2.594805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219690 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -25948096.000000 Penalty: 6110.312012
	Iteration 60F: 3 clusters Score -2.59481e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219749 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -25948092.000000 Penalty: 6110.312012
	Iteration 61Q: 3 clusters Score -2.594809e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219815 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -25948162.000000 Penalty: 6110.312012
	Iteration 62Q: 3 clusters Score -2.594816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219854 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -25948190.000000 Penalty: 6110.312012
	Iteration 63Q: 3 clusters Score -2.594819e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219899 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -25948222.000000 Penalty: 6110.312012
	Iteration 64Q: 3 clusters Score -2.594822e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219930 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -25948212.000000 Penalty: 6110.312012
	Iteration 65Q: 3 clusters Score -2.594821e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219965 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -25948248.000000 Penalty: 6110.312012
	Iteration 66Q: 3 clusters Score -2.594825e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219994 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -25948262.000000 Penalty: 6110.312012
	Iteration 67Q: 3 clusters Score -2.594826e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220020 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -25948280.000000 Penalty: 6110.312012
	Iteration 68Q: 3 clusters Score -2.594828e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220028 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -25948278.000000 Penalty: 6110.312012
	Iteration 69Q: 3 clusters Score -2.594828e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220035 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -25948292.000000 Penalty: 6110.312012
	Iteration 70Q: 3 clusters Score -2.594829e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220046 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -25948302.000000 Penalty: 6110.312012
	Iteration 71Q: 3 clusters Score -2.59483e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220056 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -25948344.000000 Penalty: 6110.312012
	Iteration 72Q: 3 clusters Score -2.594834e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220058 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25948356.000000 Penalty: 6110.312012
	Iteration 73Q: 3 clusters Score -2.594836e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220074 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -25948344.000000 Penalty: 6110.312012
	Iteration 74Q: 3 clusters Score -2.594834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220085 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -25948340.000000 Penalty: 6110.312012
	Iteration 75Q: 3 clusters Score -2.594834e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220095 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -25948364.000000 Penalty: 6110.312012
	Iteration 76Q: 3 clusters Score -2.594836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220100 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -25948332.000000 Penalty: 6110.312012
	Iteration 77Q: 3 clusters Score -2.594833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220112 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -25948370.000000 Penalty: 6110.312012
	Iteration 78Q: 3 clusters Score -2.594837e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220120 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -25948372.000000 Penalty: 6110.312012
	Iteration 79Q: 3 clusters Score -2.594837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220126 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -25948364.000000 Penalty: 6110.312012
	Iteration 80F: 3 clusters Score -2.594836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220132 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -25948378.000000 Penalty: 6110.312012
	Iteration 81Q: 3 clusters Score -2.594838e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220138 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -25948376.000000 Penalty: 6110.312012
	Iteration 82Q: 3 clusters Score -2.594838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220138 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -25948392.000000 Penalty: 6110.312012
	Iteration 83Q: 3 clusters Score -2.594839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220139 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -25948388.000000 Penalty: 6110.312012
	Iteration 84Q: 3 clusters Score -2.594839e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220131 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -25948390.000000 Penalty: 6110.312012
	Iteration 85Q: 3 clusters Score -2.594839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220136 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -25948396.000000 Penalty: 6110.312012
	Iteration 86Q: 3 clusters Score -2.59484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220139 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -25948394.000000 Penalty: 6110.312012
	Iteration 87Q: 3 clusters Score -2.594839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220147 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -25948396.000000 Penalty: 6110.312012
	Iteration 88Q: 3 clusters Score -2.59484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220154 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -25948400.000000 Penalty: 6110.312012
	Iteration 89Q: 3 clusters Score -2.59484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220161 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -25948410.000000 Penalty: 6110.312012
	Iteration 90Q: 3 clusters Score -2.594841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220163 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -25948424.000000 Penalty: 6110.312012
	Iteration 91Q: 3 clusters Score -2.594842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220169 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -25948424.000000 Penalty: 6110.312012
	Iteration 92Q: 3 clusters Score -2.594842e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220176 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -25948398.000000 Penalty: 6110.312012
	Iteration 93Q: 3 clusters Score -2.59484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220181 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -25948388.000000 Penalty: 6110.312012
	Iteration 94Q: 3 clusters Score -2.594839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220179 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -25948396.000000 Penalty: 6110.312012
	Iteration 95Q: 3 clusters Score -2.59484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220179 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -25948394.000000 Penalty: 6110.312012
	Iteration 96Q: 3 clusters Score -2.594839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220178 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -25948388.000000 Penalty: 6110.312012
	Iteration 97Q: 3 clusters Score -2.594839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220177 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -25948384.000000 Penalty: 6110.312012
	Iteration 98Q: 3 clusters Score -2.594838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220177 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -25948400.000000 Penalty: 6110.312012
	Iteration 99Q: 3 clusters Score -2.59484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220178 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -25948382.000000 Penalty: 6110.312012
	Iteration 100F: 3 clusters Score -2.594838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -73531.523438 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -73531.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71855.757812 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -71855.76 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72127.601562 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -72127.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72243.179688 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -72243.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72307.507812 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -72307.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72390.234375 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -72390.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72450.210938 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -72450.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72489.304688 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -72489.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72528.976562 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -72528.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72574.523438 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -72574.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72640.343750 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -72640.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72709.179688 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -72709.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72766.601562 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -72766.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72930.031250 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -72930.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73044.140625 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -73044.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73090.929688 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -73090.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73133.304688 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -73133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73165.601562 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -73165.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73211.171875 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -73211.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73262.601562 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -73262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73297.710938 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -73297.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -73334.554688 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -73334.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -73386.812500 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -73386.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -73426.640625 Penalty: 3248.626709
	Iteration 22Q: 3 clusters Score -73426.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73549.539062 Penalty: 3248.626709
	Iteration 23Q: 3 clusters Score -73549.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73642.500000 Penalty: 3248.626709
	Iteration 24Q: 3 clusters Score -73642.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73712.304688 Penalty: 3248.626709
	Iteration 25Q: 3 clusters Score -73712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73719.859375 Penalty: 3248.626709
	Iteration 26Q: 3 clusters Score -73719.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73719.859375 Penalty: 3248.626709
	Iteration 27F: 3 clusters Score -73719.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105867 members 
Mstep: Class 12 contains 244395 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143851 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117784 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188366 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38372 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 291 members 
Mstep: Class 32 contains 37639 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8444 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Mstep: Class 41 contains 408 members 
Entering Unmasked Estep 
Score: -225984592.000000 Penalty: 147590.875000
Splitting cluster 31 changes total score from -225986256.000000 to -225984592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (37639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Entering Unmasked Estep 
Score: -4030648.500000 Penalty: 2612.877441
	Iteration 0F: 2 clusters Score -4030648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4005008.250000 Penalty: 5225.754883
	Iteration 0F: 3 clusters Score -4005008 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4014758.500000 Penalty: 5225.754883
	Iteration 1F: 3 clusters Score -4014758 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4015764.250000 Penalty: 5225.754883
	Iteration 2F: 3 clusters Score -4015764 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4016945.750000 Penalty: 5225.754883
	Iteration 3F: 3 clusters Score -4016946 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4018182.500000 Penalty: 5225.754883
	Iteration 4F: 3 clusters Score -4018182 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4019327.250000 Penalty: 5225.754883
	Iteration 5F: 3 clusters Score -4019327 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4020442.500000 Penalty: 5225.754883
	Iteration 6F: 3 clusters Score -4020442 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4021440.250000 Penalty: 5225.754883
	Iteration 7F: 3 clusters Score -4021440 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4022236.750000 Penalty: 5225.754883
	Iteration 8Q: 3 clusters Score -4022237 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4022959.250000 Penalty: 5225.754883
	Iteration 9Q: 3 clusters Score -4022959 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4023559.250000 Penalty: 5225.754883
	Iteration 10Q: 3 clusters Score -4023559 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -4024175.000000 Penalty: 5225.754883
	Iteration 11Q: 3 clusters Score -4024175 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -4024751.750000 Penalty: 5225.754883
	Iteration 12Q: 3 clusters Score -4024752 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -4025376.000000 Penalty: 5225.754883
	Iteration 13Q: 3 clusters Score -4025376 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -4025977.500000 Penalty: 5225.754883
	Iteration 14Q: 3 clusters Score -4025978 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4026558.250000 Penalty: 5225.754883
	Iteration 15Q: 3 clusters Score -4026558 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -4027092.250000 Penalty: 5225.754883
	Iteration 16Q: 3 clusters Score -4027092 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4027595.000000 Penalty: 5225.754883
	Iteration 17Q: 3 clusters Score -4027595 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4028062.500000 Penalty: 5225.754883
	Iteration 18Q: 3 clusters Score -4028062 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4028426.000000 Penalty: 5225.754883
	Iteration 19Q: 3 clusters Score -4028426 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -4028747.500000 Penalty: 5225.754883
	Iteration 20F: 3 clusters Score -4028748 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -4028973.500000 Penalty: 5225.754883
	Iteration 21Q: 3 clusters Score -4028974 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4029134.000000 Penalty: 5225.754883
	Iteration 22Q: 3 clusters Score -4029134 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -4029247.000000 Penalty: 5225.754883
	Iteration 23Q: 3 clusters Score -4029247 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4029343.250000 Penalty: 5225.754883
	Iteration 24Q: 3 clusters Score -4029343 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4029439.000000 Penalty: 5225.754883
	Iteration 25Q: 3 clusters Score -4029439 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -4029496.250000 Penalty: 5225.754883
	Iteration 26Q: 3 clusters Score -4029496 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4029553.000000 Penalty: 5225.754883
	Iteration 27Q: 3 clusters Score -4029553 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -4029608.250000 Penalty: 5225.754883
	Iteration 28Q: 3 clusters Score -4029608 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -4029654.000000 Penalty: 5225.754883
	Iteration 29Q: 3 clusters Score -4029654 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -4029689.000000 Penalty: 5225.754883
	Iteration 30Q: 3 clusters Score -4029689 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4029705.000000 Penalty: 5225.754883
	Iteration 31Q: 3 clusters Score -4029705 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4029723.250000 Penalty: 5225.754883
	Iteration 32Q: 3 clusters Score -4029723 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4029734.250000 Penalty: 5225.754883
	Iteration 33Q: 3 clusters Score -4029734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -4029750.000000 Penalty: 5225.754883
	Iteration 34Q: 3 clusters Score -4029750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4029756.000000 Penalty: 5225.754883
	Iteration 35Q: 3 clusters Score -4029756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4029775.750000 Penalty: 5225.754883
	Iteration 36Q: 3 clusters Score -4029776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -4029790.000000 Penalty: 5225.754883
	Iteration 37Q: 3 clusters Score -4029790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -4029792.750000 Penalty: 5225.754883
	Iteration 38Q: 3 clusters Score -4029793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4029790.000000 Penalty: 5225.754883
	Iteration 39Q: 3 clusters Score -4029790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4029797.750000 Penalty: 5225.754883
	Iteration 40F: 3 clusters Score -4029798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4029802.750000 Penalty: 5225.754883
	Iteration 41Q: 3 clusters Score -4029803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4029812.500000 Penalty: 5225.754883
	Iteration 42Q: 3 clusters Score -4029812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -4029825.500000 Penalty: 5225.754883
	Iteration 43Q: 3 clusters Score -4029826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4029827.000000 Penalty: 5225.754883
	Iteration 44Q: 3 clusters Score -4029827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -4029821.750000 Penalty: 5225.754883
	Iteration 45Q: 3 clusters Score -4029822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4029828.500000 Penalty: 5225.754883
	Iteration 46Q: 3 clusters Score -4029828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -4029834.000000 Penalty: 5225.754883
	Iteration 47Q: 3 clusters Score -4029834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4029835.000000 Penalty: 5225.754883
	Iteration 48Q: 3 clusters Score -4029835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4029855.250000 Penalty: 5225.754883
	Iteration 49Q: 3 clusters Score -4029855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4029850.000000 Penalty: 5225.754883
	Iteration 50Q: 3 clusters Score -4029850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4029854.500000 Penalty: 5225.754883
	Iteration 51Q: 3 clusters Score -4029854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4029855.750000 Penalty: 5225.754883
	Iteration 52Q: 3 clusters Score -4029856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4029859.750000 Penalty: 5225.754883
	Iteration 53Q: 3 clusters Score -4029860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4029864.750000 Penalty: 5225.754883
	Iteration 54Q: 3 clusters Score -4029865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4029865.000000 Penalty: 5225.754883
	Iteration 55Q: 3 clusters Score -4029865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4029866.500000 Penalty: 5225.754883
	Iteration 56Q: 3 clusters Score -4029866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -4029864.250000 Penalty: 5225.754883
	Iteration 57Q: 3 clusters Score -4029864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4029862.000000 Penalty: 5225.754883
	Iteration 58Q: 3 clusters Score -4029862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4029861.750000 Penalty: 5225.754883
	Iteration 59Q: 3 clusters Score -4029862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4029864.750000 Penalty: 5225.754883
	Iteration 60F: 3 clusters Score -4029865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4029863.750000 Penalty: 5225.754883
	Iteration 61Q: 3 clusters Score -4029864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -4029866.750000 Penalty: 5225.754883
	Iteration 62Q: 3 clusters Score -4029867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4029863.250000 Penalty: 5225.754883
	Iteration 63Q: 3 clusters Score -4029863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4029871.000000 Penalty: 5225.754883
	Iteration 64Q: 3 clusters Score -4029871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -4029866.250000 Penalty: 5225.754883
	Iteration 65Q: 3 clusters Score -4029866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4029867.500000 Penalty: 5225.754883
	Iteration 66Q: 3 clusters Score -4029868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4029872.500000 Penalty: 5225.754883
	Iteration 67Q: 3 clusters Score -4029872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4029868.500000 Penalty: 5225.754883
	Iteration 68Q: 3 clusters Score -4029868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -4029870.750000 Penalty: 5225.754883
	Iteration 69Q: 3 clusters Score -4029871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -4029869.500000 Penalty: 5225.754883
	Iteration 70Q: 3 clusters Score -4029870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -4029870.250000 Penalty: 5225.754883
	Iteration 71Q: 3 clusters Score -4029870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -4029877.000000 Penalty: 5225.754883
	Iteration 72Q: 3 clusters Score -4029877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4029874.500000 Penalty: 5225.754883
	Iteration 73Q: 3 clusters Score -4029874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4029873.000000 Penalty: 5225.754883
	Iteration 74Q: 3 clusters Score -4029873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -4029874.500000 Penalty: 5225.754883
	Iteration 75Q: 3 clusters Score -4029874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4029867.750000 Penalty: 5225.754883
	Iteration 76Q: 3 clusters Score -4029868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -4029876.000000 Penalty: 5225.754883
	Iteration 77Q: 3 clusters Score -4029876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -4029873.250000 Penalty: 5225.754883
	Iteration 78Q: 3 clusters Score -4029873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -4029872.250000 Penalty: 5225.754883
	Iteration 79Q: 3 clusters Score -4029872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -4029872.500000 Penalty: 5225.754883
	Iteration 80F: 3 clusters Score -4029872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4029873.500000 Penalty: 5225.754883
	Iteration 81Q: 3 clusters Score -4029874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4029871.250000 Penalty: 5225.754883
	Iteration 82Q: 3 clusters Score -4029871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4029874.250000 Penalty: 5225.754883
	Iteration 83Q: 3 clusters Score -4029874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -4029876.000000 Penalty: 5225.754883
	Iteration 84Q: 3 clusters Score -4029876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4029875.250000 Penalty: 5225.754883
	Iteration 85Q: 3 clusters Score -4029875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4029878.250000 Penalty: 5225.754883
	Iteration 86Q: 3 clusters Score -4029878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4029878.250000 Penalty: 5225.754883
	Iteration 87F: 3 clusters Score -4029878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -1303242.750000 Penalty: 2344.239990
	Iteration 0F: 2 clusters Score -1303243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1293886.000000 Penalty: 4688.479980
	Iteration 0F: 3 clusters Score -1293886 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1296910.375000 Penalty: 4688.479980
	Iteration 1F: 3 clusters Score -1296910 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1297353.500000 Penalty: 4688.479980
	Iteration 2F: 3 clusters Score -1297354 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1297734.500000 Penalty: 4688.479980
	Iteration 3F: 3 clusters Score -1297734 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1298102.500000 Penalty: 4688.479980
	Iteration 4Q: 3 clusters Score -1298102 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1298431.500000 Penalty: 4688.479980
	Iteration 5Q: 3 clusters Score -1298432 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1298759.625000 Penalty: 4688.479980
	Iteration 6Q: 3 clusters Score -1298760 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1299065.000000 Penalty: 4688.479980
	Iteration 7Q: 3 clusters Score -1299065 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1299321.125000 Penalty: 4688.479980
	Iteration 8Q: 3 clusters Score -1299321 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1299517.000000 Penalty: 4688.479980
	Iteration 9Q: 3 clusters Score -1299517 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1299681.875000 Penalty: 4688.479980
	Iteration 10Q: 3 clusters Score -1299682 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1299844.625000 Penalty: 4688.479980
	Iteration 11Q: 3 clusters Score -1299845 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1300031.125000 Penalty: 4688.479980
	Iteration 12Q: 3 clusters Score -1300031 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1300208.000000 Penalty: 4688.479980
	Iteration 13Q: 3 clusters Score -1300208 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1300339.625000 Penalty: 4688.479980
	Iteration 14Q: 3 clusters Score -1300340 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1300435.500000 Penalty: 4688.479980
	Iteration 15Q: 3 clusters Score -1300436 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1300509.625000 Penalty: 4688.479980
	Iteration 16Q: 3 clusters Score -1300510 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1300567.500000 Penalty: 4688.479980
	Iteration 17Q: 3 clusters Score -1300568 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1300622.250000 Penalty: 4688.479980
	Iteration 18Q: 3 clusters Score -1300622 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1300668.875000 Penalty: 4688.479980
	Iteration 19Q: 3 clusters Score -1300669 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1300712.875000 Penalty: 4688.479980
	Iteration 20F: 3 clusters Score -1300713 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1300750.750000 Penalty: 4688.479980
	Iteration 21Q: 3 clusters Score -1300751 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1300792.500000 Penalty: 4688.479980
	Iteration 22Q: 3 clusters Score -1300792 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1300830.875000 Penalty: 4688.479980
	Iteration 23Q: 3 clusters Score -1300831 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1300873.000000 Penalty: 4688.479980
	Iteration 24Q: 3 clusters Score -1300873 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1300906.875000 Penalty: 4688.479980
	Iteration 25Q: 3 clusters Score -1300907 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1300937.875000 Penalty: 4688.479980
	Iteration 26Q: 3 clusters Score -1300938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1300973.750000 Penalty: 4688.479980
	Iteration 27Q: 3 clusters Score -1300974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1300990.625000 Penalty: 4688.479980
	Iteration 28Q: 3 clusters Score -1300991 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1301014.250000 Penalty: 4688.479980
	Iteration 29Q: 3 clusters Score -1301014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1301028.625000 Penalty: 4688.479980
	Iteration 30Q: 3 clusters Score -1301029 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1301049.875000 Penalty: 4688.479980
	Iteration 31Q: 3 clusters Score -1301050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1301069.750000 Penalty: 4688.479980
	Iteration 32Q: 3 clusters Score -1301070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1301095.500000 Penalty: 4688.479980
	Iteration 33Q: 3 clusters Score -1301096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1301128.500000 Penalty: 4688.479980
	Iteration 34Q: 3 clusters Score -1301128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1301180.750000 Penalty: 4688.479980
	Iteration 35Q: 3 clusters Score -1301181 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1301236.750000 Penalty: 4688.479980
	Iteration 36Q: 3 clusters Score -1301237 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1301292.250000 Penalty: 4688.479980
	Iteration 37Q: 3 clusters Score -1301292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1301352.500000 Penalty: 4688.479980
	Iteration 38Q: 3 clusters Score -1301352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1301416.625000 Penalty: 4688.479980
	Iteration 39Q: 3 clusters Score -1301417 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1301510.750000 Penalty: 4688.479980
	Iteration 40F: 3 clusters Score -1301511 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1301655.875000 Penalty: 4688.479980
	Iteration 41Q: 3 clusters Score -1301656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1301771.750000 Penalty: 4688.479980
	Iteration 42Q: 3 clusters Score -1301772 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1301853.750000 Penalty: 4688.479980
	Iteration 43Q: 3 clusters Score -1301854 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1301905.125000 Penalty: 4688.479980
	Iteration 44Q: 3 clusters Score -1301905 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1301946.000000 Penalty: 4688.479980
	Iteration 45Q: 3 clusters Score -1301946 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1301981.000000 Penalty: 4688.479980
	Iteration 46Q: 3 clusters Score -1301981 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1302002.500000 Penalty: 4688.479980
	Iteration 47Q: 3 clusters Score -1302002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1302015.375000 Penalty: 4688.479980
	Iteration 48Q: 3 clusters Score -1302015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1302032.000000 Penalty: 4688.479980
	Iteration 49Q: 3 clusters Score -1302032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1302049.375000 Penalty: 4688.479980
	Iteration 50Q: 3 clusters Score -1302049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1302065.750000 Penalty: 4688.479980
	Iteration 51Q: 3 clusters Score -1302066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1302083.500000 Penalty: 4688.479980
	Iteration 52Q: 3 clusters Score -1302084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1302094.250000 Penalty: 4688.479980
	Iteration 53Q: 3 clusters Score -1302094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1302108.875000 Penalty: 4688.479980
	Iteration 54Q: 3 clusters Score -1302109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1302119.000000 Penalty: 4688.479980
	Iteration 55Q: 3 clusters Score -1302119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1302133.250000 Penalty: 4688.479980
	Iteration 56Q: 3 clusters Score -1302133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1302149.750000 Penalty: 4688.479980
	Iteration 57Q: 3 clusters Score -1302150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1302164.500000 Penalty: 4688.479980
	Iteration 58Q: 3 clusters Score -1302164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1302176.625000 Penalty: 4688.479980
	Iteration 59Q: 3 clusters Score -1302177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1302192.750000 Penalty: 4688.479980
	Iteration 60F: 3 clusters Score -1302193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1302211.375000 Penalty: 4688.479980
	Iteration 61Q: 3 clusters Score -1302211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1302223.125000 Penalty: 4688.479980
	Iteration 62Q: 3 clusters Score -1302223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1302231.375000 Penalty: 4688.479980
	Iteration 63Q: 3 clusters Score -1302231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1302240.750000 Penalty: 4688.479980
	Iteration 64Q: 3 clusters Score -1302241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1302243.375000 Penalty: 4688.479980
	Iteration 65Q: 3 clusters Score -1302243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1302250.750000 Penalty: 4688.479980
	Iteration 66Q: 3 clusters Score -1302251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1302252.750000 Penalty: 4688.479980
	Iteration 67Q: 3 clusters Score -1302253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1302257.500000 Penalty: 4688.479980
	Iteration 68Q: 3 clusters Score -1302258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1302263.250000 Penalty: 4688.479980
	Iteration 69Q: 3 clusters Score -1302263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1302265.500000 Penalty: 4688.479980
	Iteration 70Q: 3 clusters Score -1302266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1302266.875000 Penalty: 4688.479980
	Iteration 71Q: 3 clusters Score -1302267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1302268.625000 Penalty: 4688.479980
	Iteration 72Q: 3 clusters Score -1302269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1302270.375000 Penalty: 4688.479980
	Iteration 73Q: 3 clusters Score -1302270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1302271.375000 Penalty: 4688.479980
	Iteration 74Q: 3 clusters Score -1302271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1302271.375000 Penalty: 4688.479980
	Iteration 75Q: 3 clusters Score -1302271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1302275.500000 Penalty: 4688.479980
	Iteration 76Q: 3 clusters Score -1302276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1302279.000000 Penalty: 4688.479980
	Iteration 77Q: 3 clusters Score -1302279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1302280.000000 Penalty: 4688.479980
	Iteration 78Q: 3 clusters Score -1302280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1302282.500000 Penalty: 4688.479980
	Iteration 79Q: 3 clusters Score -1302282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1302283.125000 Penalty: 4688.479980
	Iteration 80F: 3 clusters Score -1302283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Entering Unmasked Estep 
Score: -923709.125000 Penalty: 2242.220459
	Iteration 0F: 2 clusters Score -923709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -917115.937500 Penalty: 4484.440918
	Iteration 0F: 3 clusters Score -917115.9 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -919026.437500 Penalty: 4484.440918
	Iteration 1F: 3 clusters Score -919026.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -919385.562500 Penalty: 4484.440918
	Iteration 2F: 3 clusters Score -919385.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -919678.562500 Penalty: 4484.440918
	Iteration 3F: 3 clusters Score -919678.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -919944.250000 Penalty: 4484.440918
	Iteration 4F: 3 clusters Score -919944.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -920202.812500 Penalty: 4484.440918
	Iteration 5Q: 3 clusters Score -920202.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -920459.312500 Penalty: 4484.440918
	Iteration 6Q: 3 clusters Score -920459.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -920665.562500 Penalty: 4484.440918
	Iteration 7Q: 3 clusters Score -920665.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -920836.375000 Penalty: 4484.440918
	Iteration 8Q: 3 clusters Score -920836.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -920984.062500 Penalty: 4484.440918
	Iteration 9Q: 3 clusters Score -920984.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -921088.625000 Penalty: 4484.440918
	Iteration 10Q: 3 clusters Score -921088.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -921160.250000 Penalty: 4484.440918
	Iteration 11Q: 3 clusters Score -921160.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -921219.312500 Penalty: 4484.440918
	Iteration 12Q: 3 clusters Score -921219.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -921271.750000 Penalty: 4484.440918
	Iteration 13Q: 3 clusters Score -921271.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -921328.062500 Penalty: 4484.440918
	Iteration 14Q: 3 clusters Score -921328.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -921379.500000 Penalty: 4484.440918
	Iteration 15Q: 3 clusters Score -921379.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -921420.625000 Penalty: 4484.440918
	Iteration 16Q: 3 clusters Score -921420.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -921447.375000 Penalty: 4484.440918
	Iteration 17Q: 3 clusters Score -921447.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -921471.812500 Penalty: 4484.440918
	Iteration 18Q: 3 clusters Score -921471.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -921481.562500 Penalty: 4484.440918
	Iteration 19Q: 3 clusters Score -921481.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -921487.500000 Penalty: 4484.440918
	Iteration 20F: 3 clusters Score -921487.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -921492.687500 Penalty: 4484.440918
	Iteration 21Q: 3 clusters Score -921492.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -921494.687500 Penalty: 4484.440918
	Iteration 22Q: 3 clusters Score -921494.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -921498.250000 Penalty: 4484.440918
	Iteration 23Q: 3 clusters Score -921498.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -921499.750000 Penalty: 4484.440918
	Iteration 24Q: 3 clusters Score -921499.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -921500.125000 Penalty: 4484.440918
	Iteration 25Q: 3 clusters Score -921500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -921507.625000 Penalty: 4484.440918
	Iteration 26Q: 3 clusters Score -921507.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -921508.312500 Penalty: 4484.440918
	Iteration 27Q: 3 clusters Score -921508.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -921510.375000 Penalty: 4484.440918
	Iteration 28Q: 3 clusters Score -921510.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -921516.000000 Penalty: 4484.440918
	Iteration 29Q: 3 clusters Score -921516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -921519.250000 Penalty: 4484.440918
	Iteration 30Q: 3 clusters Score -921519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -921518.437500 Penalty: 4484.440918
	Iteration 31Q: 3 clusters Score -921518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -921518.687500 Penalty: 4484.440918
	Iteration 32Q: 3 clusters Score -921518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -921520.562500 Penalty: 4484.440918
	Iteration 33Q: 3 clusters Score -921520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -921521.875000 Penalty: 4484.440918
	Iteration 34Q: 3 clusters Score -921521.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -921519.812500 Penalty: 4484.440918
	Iteration 35Q: 3 clusters Score -921519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -921522.125000 Penalty: 4484.440918
	Iteration 36Q: 3 clusters Score -921522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -921521.500000 Penalty: 4484.440918
	Iteration 37Q: 3 clusters Score -921521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -921521.500000 Penalty: 4484.440918
	Iteration 38F: 3 clusters Score -921521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Entering Unmasked Estep 
Score: -6903854.000000 Penalty: 2720.800537
	Iteration 0F: 2 clusters Score -6903854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -6864773.500000 Penalty: 5441.601074
	Iteration 0F: 3 clusters Score -6864774 nChanged 27020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -6880702.500000 Penalty: 5441.601074
	Iteration 1F: 3 clusters Score -6880702 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6882414.500000 Penalty: 5441.601074
	Iteration 2F: 3 clusters Score -6882414 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -6885186.500000 Penalty: 5441.601074
	Iteration 3F: 3 clusters Score -6885186 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -6888680.500000 Penalty: 5441.601074
	Iteration 4F: 3 clusters Score -6888680 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -6892050.000000 Penalty: 5441.601074
	Iteration 5F: 3 clusters Score -6892050 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -6894756.000000 Penalty: 5441.601074
	Iteration 6F: 3 clusters Score -6894756 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -6896746.500000 Penalty: 5441.601074
	Iteration 7Q: 3 clusters Score -6896746 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -6898177.500000 Penalty: 5441.601074
	Iteration 8Q: 3 clusters Score -6898178 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6899256.500000 Penalty: 5441.601074
	Iteration 9Q: 3 clusters Score -6899256 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6900033.000000 Penalty: 5441.601074
	Iteration 10Q: 3 clusters Score -6900033 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6900554.500000 Penalty: 5441.601074
	Iteration 11Q: 3 clusters Score -6900554 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6900904.500000 Penalty: 5441.601074
	Iteration 12Q: 3 clusters Score -6900904 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -6901138.000000 Penalty: 5441.601074
	Iteration 13Q: 3 clusters Score -6901138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6901276.500000 Penalty: 5441.601074
	Iteration 14Q: 3 clusters Score -6901276 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6901387.000000 Penalty: 5441.601074
	Iteration 15Q: 3 clusters Score -6901387 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6901445.500000 Penalty: 5441.601074
	Iteration 16Q: 3 clusters Score -6901446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6901494.000000 Penalty: 5441.601074
	Iteration 17Q: 3 clusters Score -6901494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6901514.500000 Penalty: 5441.601074
	Iteration 18Q: 3 clusters Score -6901514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6901523.500000 Penalty: 5441.601074
	Iteration 19Q: 3 clusters Score -6901524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6901559.000000 Penalty: 5441.601074
	Iteration 20F: 3 clusters Score -6901559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -6901589.000000 Penalty: 5441.601074
	Iteration 21Q: 3 clusters Score -6901589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6901591.500000 Penalty: 5441.601074
	Iteration 22Q: 3 clusters Score -6901592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6901612.500000 Penalty: 5441.601074
	Iteration 23Q: 3 clusters Score -6901612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6901633.000000 Penalty: 5441.601074
	Iteration 24Q: 3 clusters Score -6901633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6901646.000000 Penalty: 5441.601074
	Iteration 25Q: 3 clusters Score -6901646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6901651.000000 Penalty: 5441.601074
	Iteration 26Q: 3 clusters Score -6901651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6901669.500000 Penalty: 5441.601074
	Iteration 27Q: 3 clusters Score -6901670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6901674.500000 Penalty: 5441.601074
	Iteration 28Q: 3 clusters Score -6901674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6901680.000000 Penalty: 5441.601074
	Iteration 29Q: 3 clusters Score -6901680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6901677.500000 Penalty: 5441.601074
	Iteration 30Q: 3 clusters Score -6901678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6901685.500000 Penalty: 5441.601074
	Iteration 31Q: 3 clusters Score -6901686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6901679.000000 Penalty: 5441.601074
	Iteration 32Q: 3 clusters Score -6901679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6901689.500000 Penalty: 5441.601074
	Iteration 33Q: 3 clusters Score -6901690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -6901688.500000 Penalty: 5441.601074
	Iteration 34Q: 3 clusters Score -6901688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6901695.000000 Penalty: 5441.601074
	Iteration 35Q: 3 clusters Score -6901695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6901701.500000 Penalty: 5441.601074
	Iteration 36Q: 3 clusters Score -6901702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6901704.000000 Penalty: 5441.601074
	Iteration 37Q: 3 clusters Score -6901704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6901712.500000 Penalty: 5441.601074
	Iteration 38Q: 3 clusters Score -6901712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6901712.500000 Penalty: 5441.601074
	Iteration 39Q: 3 clusters Score -6901712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6901729.500000 Penalty: 5441.601074
	Iteration 40F: 3 clusters Score -6901730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6901719.500000 Penalty: 5441.601074
	Iteration 41Q: 3 clusters Score -6901720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6901716.000000 Penalty: 5441.601074
	Iteration 42Q: 3 clusters Score -6901716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6901727.500000 Penalty: 5441.601074
	Iteration 43Q: 3 clusters Score -6901728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6901732.500000 Penalty: 5441.601074
	Iteration 44Q: 3 clusters Score -6901732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6901732.000000 Penalty: 5441.601074
	Iteration 45Q: 3 clusters Score -6901732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6901734.000000 Penalty: 5441.601074
	Iteration 46Q: 3 clusters Score -6901734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6901734.000000 Penalty: 5441.601074
	Iteration 47F: 3 clusters Score -6901734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118502.132812 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118502.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -119138.414062 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119138.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -119355.500000 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119355.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -119547.250000 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -119547.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -119678.328125 Penalty: 3504.967529
	Iteration 4F: 3 clusters Score -119678.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -119763.796875 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -119763.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -119831.593750 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -119831.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -119898.437500 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -119898.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -119971.171875 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -119971.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -120055.593750 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -120055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -120130.281250 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -120130.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -120196.234375 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -120196.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -120260.125000 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -120260.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -120290.007812 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -120290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -120324.906250 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -120324.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120357.593750 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -120357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120371.898438 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -120371.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -120387.351562 Penalty: 3504.967529
	Iteration 17Q: 3 clusters Score -120387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120388.570312 Penalty: 3504.967529
	Iteration 18Q: 3 clusters Score -120388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120388.570312 Penalty: 3504.967529
	Iteration 19F: 3 clusters Score -120388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31449.375000 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31449.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31596.982422 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31596.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31645.466797 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -31645.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31667.761719 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31667.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31669.013672 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31669.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31672.460938 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31672.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31685.001953 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31687.402344 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -31687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31687.402344 Penalty: 2895.514160
	Iteration 8F: 3 clusters Score -31687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Entering Unmasked Estep 
Score: -1326627.125000 Penalty: 2330.308594
	Iteration 0F: 2 clusters Score -1326627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1317686.750000 Penalty: 4660.617188
	Iteration 0F: 3 clusters Score -1317687 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1320483.625000 Penalty: 4660.617188
	Iteration 1F: 3 clusters Score -1320484 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1320876.875000 Penalty: 4660.617188
	Iteration 2F: 3 clusters Score -1320877 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1321271.000000 Penalty: 4660.617188
	Iteration 3F: 3 clusters Score -1321271 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1321774.875000 Penalty: 4660.617188
	Iteration 4F: 3 clusters Score -1321775 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1322438.000000 Penalty: 4660.617188
	Iteration 5F: 3 clusters Score -1322438 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1323262.750000 Penalty: 4660.617188
	Iteration 6F: 3 clusters Score -1323263 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1324103.625000 Penalty: 4660.617188
	Iteration 7F: 3 clusters Score -1324104 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1324742.000000 Penalty: 4660.617188
	Iteration 8F: 3 clusters Score -1324742 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1325126.125000 Penalty: 4660.617188
	Iteration 9Q: 3 clusters Score -1325126 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1325346.750000 Penalty: 4660.617188
	Iteration 10Q: 3 clusters Score -1325347 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1325474.625000 Penalty: 4660.617188
	Iteration 11Q: 3 clusters Score -1325475 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1325546.125000 Penalty: 4660.617188
	Iteration 12Q: 3 clusters Score -1325546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1325591.250000 Penalty: 4660.617188
	Iteration 13Q: 3 clusters Score -1325591 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1325620.125000 Penalty: 4660.617188
	Iteration 14Q: 3 clusters Score -1325620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1325639.125000 Penalty: 4660.617188
	Iteration 15Q: 3 clusters Score -1325639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1325660.250000 Penalty: 4660.617188
	Iteration 16Q: 3 clusters Score -1325660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1325673.750000 Penalty: 4660.617188
	Iteration 17Q: 3 clusters Score -1325674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1325692.500000 Penalty: 4660.617188
	Iteration 18Q: 3 clusters Score -1325692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1325707.500000 Penalty: 4660.617188
	Iteration 19Q: 3 clusters Score -1325708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1325719.000000 Penalty: 4660.617188
	Iteration 20F: 3 clusters Score -1325719 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1325728.375000 Penalty: 4660.617188
	Iteration 21Q: 3 clusters Score -1325728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1325734.250000 Penalty: 4660.617188
	Iteration 22Q: 3 clusters Score -1325734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1325743.000000 Penalty: 4660.617188
	Iteration 23Q: 3 clusters Score -1325743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1325751.000000 Penalty: 4660.617188
	Iteration 24Q: 3 clusters Score -1325751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1325754.000000 Penalty: 4660.617188
	Iteration 25Q: 3 clusters Score -1325754 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1325761.625000 Penalty: 4660.617188
	Iteration 26Q: 3 clusters Score -1325762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1325770.125000 Penalty: 4660.617188
	Iteration 27Q: 3 clusters Score -1325770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1325769.875000 Penalty: 4660.617188
	Iteration 28Q: 3 clusters Score -1325770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1325775.250000 Penalty: 4660.617188
	Iteration 29Q: 3 clusters Score -1325775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1325776.125000 Penalty: 4660.617188
	Iteration 30Q: 3 clusters Score -1325776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1325778.250000 Penalty: 4660.617188
	Iteration 31Q: 3 clusters Score -1325778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1325784.500000 Penalty: 4660.617188
	Iteration 32Q: 3 clusters Score -1325784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1325785.375000 Penalty: 4660.617188
	Iteration 33Q: 3 clusters Score -1325785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1325785.875000 Penalty: 4660.617188
	Iteration 34Q: 3 clusters Score -1325786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1325790.750000 Penalty: 4660.617188
	Iteration 35Q: 3 clusters Score -1325791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1325794.625000 Penalty: 4660.617188
	Iteration 36Q: 3 clusters Score -1325795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1325794.625000 Penalty: 4660.617188
	Iteration 37Q: 3 clusters Score -1325795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1325795.125000 Penalty: 4660.617188
	Iteration 38Q: 3 clusters Score -1325795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1325797.125000 Penalty: 4660.617188
	Iteration 39Q: 3 clusters Score -1325797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1325797.500000 Penalty: 4660.617188
	Iteration 40F: 3 clusters Score -1325798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -150660.359375 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -150660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -148456.968750 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -148457 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -148795.546875 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -148795.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -148911.734375 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -148911.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -148980.531250 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -148980.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -149018.218750 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -149018.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -149037.031250 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -149037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -149050.843750 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -149050.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -149063.187500 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -149063.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -149069.500000 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -149069.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -149072.234375 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -149072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -149074.359375 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -149074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -149076.359375 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -149076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -149079.937500 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -149079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -149082.640625 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -149082.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -149086.796875 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -149086.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -149090.828125 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -149090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -149093.078125 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -149093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -149096.203125 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -149096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -149097.171875 Penalty: 3589.224365
	Iteration 18Q: 3 clusters Score -149097.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -149098.750000 Penalty: 3589.224365
	Iteration 19Q: 3 clusters Score -149098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -149099.843750 Penalty: 3589.224365
	Iteration 20F: 3 clusters Score -149099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -149100.625000 Penalty: 3589.224365
	Iteration 21Q: 3 clusters Score -149100.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -149101.593750 Penalty: 3589.224365
	Iteration 22Q: 3 clusters Score -149101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -149102.437500 Penalty: 3589.224365
	Iteration 23Q: 3 clusters Score -149102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -149103.375000 Penalty: 3589.224365
	Iteration 24Q: 3 clusters Score -149103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -149104.078125 Penalty: 3589.224365
	Iteration 25Q: 3 clusters Score -149104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -149106.484375 Penalty: 3589.224365
	Iteration 26Q: 3 clusters Score -149106.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -149108.531250 Penalty: 3589.224365
	Iteration 27Q: 3 clusters Score -149108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -149110.718750 Penalty: 3589.224365
	Iteration 28Q: 3 clusters Score -149110.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149117.828125 Penalty: 3589.224365
	Iteration 29Q: 3 clusters Score -149117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149126.921875 Penalty: 3589.224365
	Iteration 30Q: 3 clusters Score -149126.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -149131.781250 Penalty: 3589.224365
	Iteration 31Q: 3 clusters Score -149131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -149136.796875 Penalty: 3589.224365
	Iteration 32Q: 3 clusters Score -149136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -149145.281250 Penalty: 3589.224365
	Iteration 33Q: 3 clusters Score -149145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -149149.750000 Penalty: 3589.224365
	Iteration 34Q: 3 clusters Score -149149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -149156.859375 Penalty: 3589.224365
	Iteration 35Q: 3 clusters Score -149156.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -149163.953125 Penalty: 3589.224365
	Iteration 36Q: 3 clusters Score -149164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -149167.937500 Penalty: 3589.224365
	Iteration 37Q: 3 clusters Score -149167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -149171.515625 Penalty: 3589.224365
	Iteration 38Q: 3 clusters Score -149171.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -149178.203125 Penalty: 3589.224365
	Iteration 39Q: 3 clusters Score -149178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -149187.765625 Penalty: 3589.224365
	Iteration 40F: 3 clusters Score -149187.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -149197.390625 Penalty: 3589.224365
	Iteration 41Q: 3 clusters Score -149197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -149205.484375 Penalty: 3589.224365
	Iteration 42Q: 3 clusters Score -149205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -149210.531250 Penalty: 3589.224365
	Iteration 43Q: 3 clusters Score -149210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -149213.687500 Penalty: 3589.224365
	Iteration 44Q: 3 clusters Score -149213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -149219.062500 Penalty: 3589.224365
	Iteration 45Q: 3 clusters Score -149219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -149224.796875 Penalty: 3589.224365
	Iteration 46Q: 3 clusters Score -149224.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -149235.046875 Penalty: 3589.224365
	Iteration 47Q: 3 clusters Score -149235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -149241.218750 Penalty: 3589.224365
	Iteration 48Q: 3 clusters Score -149241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -149245.718750 Penalty: 3589.224365
	Iteration 49Q: 3 clusters Score -149245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -149253.250000 Penalty: 3589.224365
	Iteration 50Q: 3 clusters Score -149253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -149260.796875 Penalty: 3589.224365
	Iteration 51Q: 3 clusters Score -149260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -149266.859375 Penalty: 3589.224365
	Iteration 52Q: 3 clusters Score -149266.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -149273.671875 Penalty: 3589.224365
	Iteration 53Q: 3 clusters Score -149273.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -149277.109375 Penalty: 3589.224365
	Iteration 54Q: 3 clusters Score -149277.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -149282.546875 Penalty: 3589.224365
	Iteration 55Q: 3 clusters Score -149282.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -149286.359375 Penalty: 3589.224365
	Iteration 56Q: 3 clusters Score -149286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -149287.234375 Penalty: 3589.224365
	Iteration 57Q: 3 clusters Score -149287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -149289.687500 Penalty: 3589.224365
	Iteration 58Q: 3 clusters Score -149289.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -149293.312500 Penalty: 3589.224365
	Iteration 59Q: 3 clusters Score -149293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -149293.656250 Penalty: 3589.224365
	Iteration 60F: 3 clusters Score -149293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Entering Unmasked Estep 
Score: -1544508.625000 Penalty: 2365.706787
	Iteration 0F: 2 clusters Score -1544509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1534282.750000 Penalty: 4731.413574
	Iteration 0F: 3 clusters Score -1534283 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1537835.250000 Penalty: 4731.413574
	Iteration 1F: 3 clusters Score -1537835 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1538505.125000 Penalty: 4731.413574
	Iteration 2F: 3 clusters Score -1538505 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1539085.125000 Penalty: 4731.413574
	Iteration 3F: 3 clusters Score -1539085 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1539527.875000 Penalty: 4731.413574
	Iteration 4F: 3 clusters Score -1539528 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1539879.125000 Penalty: 4731.413574
	Iteration 5Q: 3 clusters Score -1539879 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1540174.125000 Penalty: 4731.413574
	Iteration 6Q: 3 clusters Score -1540174 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1540422.625000 Penalty: 4731.413574
	Iteration 7Q: 3 clusters Score -1540423 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1540663.625000 Penalty: 4731.413574
	Iteration 8Q: 3 clusters Score -1540664 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1540864.250000 Penalty: 4731.413574
	Iteration 9Q: 3 clusters Score -1540864 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1541037.125000 Penalty: 4731.413574
	Iteration 10Q: 3 clusters Score -1541037 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1541195.625000 Penalty: 4731.413574
	Iteration 11Q: 3 clusters Score -1541196 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1541391.000000 Penalty: 4731.413574
	Iteration 12Q: 3 clusters Score -1541391 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1541563.375000 Penalty: 4731.413574
	Iteration 13Q: 3 clusters Score -1541563 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1541736.375000 Penalty: 4731.413574
	Iteration 14Q: 3 clusters Score -1541736 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1541910.375000 Penalty: 4731.413574
	Iteration 15Q: 3 clusters Score -1541910 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1542080.625000 Penalty: 4731.413574
	Iteration 16Q: 3 clusters Score -1542081 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1542220.000000 Penalty: 4731.413574
	Iteration 17Q: 3 clusters Score -1542220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1542316.250000 Penalty: 4731.413574
	Iteration 18Q: 3 clusters Score -1542316 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1542391.125000 Penalty: 4731.413574
	Iteration 19Q: 3 clusters Score -1542391 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1542442.500000 Penalty: 4731.413574
	Iteration 20F: 3 clusters Score -1542442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1542477.625000 Penalty: 4731.413574
	Iteration 21Q: 3 clusters Score -1542478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1542506.750000 Penalty: 4731.413574
	Iteration 22Q: 3 clusters Score -1542507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1542525.250000 Penalty: 4731.413574
	Iteration 23Q: 3 clusters Score -1542525 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1542545.250000 Penalty: 4731.413574
	Iteration 24Q: 3 clusters Score -1542545 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1542572.000000 Penalty: 4731.413574
	Iteration 25Q: 3 clusters Score -1542572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1542608.625000 Penalty: 4731.413574
	Iteration 26Q: 3 clusters Score -1542609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1542637.250000 Penalty: 4731.413574
	Iteration 27Q: 3 clusters Score -1542637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1542652.625000 Penalty: 4731.413574
	Iteration 28Q: 3 clusters Score -1542653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1542679.125000 Penalty: 4731.413574
	Iteration 29Q: 3 clusters Score -1542679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1542690.625000 Penalty: 4731.413574
	Iteration 30Q: 3 clusters Score -1542691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1542709.125000 Penalty: 4731.413574
	Iteration 31Q: 3 clusters Score -1542709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1542718.625000 Penalty: 4731.413574
	Iteration 32Q: 3 clusters Score -1542719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1542729.625000 Penalty: 4731.413574
	Iteration 33Q: 3 clusters Score -1542730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1542733.125000 Penalty: 4731.413574
	Iteration 34Q: 3 clusters Score -1542733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1542741.125000 Penalty: 4731.413574
	Iteration 35Q: 3 clusters Score -1542741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1542744.000000 Penalty: 4731.413574
	Iteration 36Q: 3 clusters Score -1542744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1542746.875000 Penalty: 4731.413574
	Iteration 37Q: 3 clusters Score -1542747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1542753.125000 Penalty: 4731.413574
	Iteration 38Q: 3 clusters Score -1542753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1542752.875000 Penalty: 4731.413574
	Iteration 39Q: 3 clusters Score -1542753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1542754.750000 Penalty: 4731.413574
	Iteration 40F: 3 clusters Score -1542755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1542759.750000 Penalty: 4731.413574
	Iteration 41Q: 3 clusters Score -1542760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1542760.375000 Penalty: 4731.413574
	Iteration 42Q: 3 clusters Score -1542760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1542760.750000 Penalty: 4731.413574
	Iteration 43Q: 3 clusters Score -1542761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1542765.250000 Penalty: 4731.413574
	Iteration 44Q: 3 clusters Score -1542765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1542768.375000 Penalty: 4731.413574
	Iteration 45Q: 3 clusters Score -1542768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1542773.125000 Penalty: 4731.413574
	Iteration 46Q: 3 clusters Score -1542773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -1542773.500000 Penalty: 4731.413574
	Iteration 47Q: 3 clusters Score -1542774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1542777.125000 Penalty: 4731.413574
	Iteration 48Q: 3 clusters Score -1542777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1542779.750000 Penalty: 4731.413574
	Iteration 49Q: 3 clusters Score -1542780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1542784.000000 Penalty: 4731.413574
	Iteration 50Q: 3 clusters Score -1542784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1542785.625000 Penalty: 4731.413574
	Iteration 51Q: 3 clusters Score -1542786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1542786.500000 Penalty: 4731.413574
	Iteration 52Q: 3 clusters Score -1542786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1542788.250000 Penalty: 4731.413574
	Iteration 53Q: 3 clusters Score -1542788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1542789.125000 Penalty: 4731.413574
	Iteration 54Q: 3 clusters Score -1542789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1542788.000000 Penalty: 4731.413574
	Iteration 55Q: 3 clusters Score -1542788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1542788.000000 Penalty: 4731.413574
	Iteration 56F: 3 clusters Score -1542788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35733 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10290 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105867 members 
Mstep: Class 12 contains 244395 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143851 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117784 members 
Mstep: Class 18 contains 22061 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188366 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38372 members 
Mstep: Class 30 contains 223950 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37639 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8444 members 
Mstep: Class 35 contains 58161 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986320.000000 Penalty: 143991.093750
Iteration 359Q: 41 clusters Score -2.259863e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23413 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35734 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105867 members 
Mstep: Class 12 contains 244396 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143853 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188370 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38369 members 
Mstep: Class 30 contains 223951 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37638 members 
Mstep: Class 33 contains 12741 members 
Mstep: Class 34 contains 8446 members 
Mstep: Class 35 contains 58160 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986352.000000 Penalty: 143991.093750
Iteration 360F: 41 clusters Score -2.259864e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23412 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54840 members 
Mstep: Class 11 contains 105868 members 
Mstep: Class 12 contains 244395 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143858 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14416 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13406 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188372 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38363 members 
Mstep: Class 30 contains 223952 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37637 members 
Mstep: Class 33 contains 12740 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 58159 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986320.000000 Penalty: 143991.093750
Iteration 361Q: 41 clusters Score -2.259863e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13591 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23411 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54840 members 
Mstep: Class 11 contains 105867 members 
Mstep: Class 12 contains 244395 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143862 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14415 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188375 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38359 members 
Mstep: Class 30 contains 223953 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37637 members 
Mstep: Class 33 contains 12738 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 58158 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986352.000000 Penalty: 143991.093750
Iteration 362Q: 41 clusters Score -2.259864e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178919 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 105868 members 
Mstep: Class 12 contains 244394 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143866 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14414 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188373 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38360 members 
Mstep: Class 30 contains 223951 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37637 members 
Mstep: Class 33 contains 12738 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 58158 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986352.000000 Penalty: 143991.093750
Iteration 363Q: 41 clusters Score -2.259864e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 105871 members 
Mstep: Class 12 contains 244393 members 
Mstep: Class 13 contains 22028 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143872 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168390 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188369 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38359 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37636 members 
Mstep: Class 33 contains 12737 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 58158 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986368.000000 Penalty: 143991.093750
Iteration 364Q: 41 clusters Score -2.259864e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 105873 members 
Mstep: Class 12 contains 244392 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143878 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188365 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38357 members 
Mstep: Class 30 contains 223948 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37636 members 
Mstep: Class 33 contains 12736 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58158 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986368.000000 Penalty: 143991.093750
Iteration 365Q: 41 clusters Score -2.259864e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 105874 members 
Mstep: Class 12 contains 244392 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143883 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168389 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188363 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38356 members 
Mstep: Class 30 contains 223948 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37636 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58157 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986368.000000 Penalty: 143991.093750
Iteration 366Q: 41 clusters Score -2.259864e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 105875 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143887 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168388 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188360 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38355 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37637 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 58157 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986368.000000 Penalty: 143991.093750
Iteration 367Q: 41 clusters Score -2.259864e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143888 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117778 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168386 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188364 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38355 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37634 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 58157 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986416.000000 Penalty: 143991.093750
Iteration 368Q: 41 clusters Score -2.259864e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54840 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143891 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117778 members 
Mstep: Class 18 contains 22060 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168384 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188361 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38354 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37635 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8447 members 
Mstep: Class 35 contains 58157 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986416.000000 Penalty: 143991.093750
Iteration 369Q: 41 clusters Score -2.259864e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60669 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143892 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22059 members 
Mstep: Class 19 contains 14413 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168380 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188361 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38355 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37634 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58157 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 370Q: 41 clusters Score -2.259864e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143899 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168378 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188366 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38351 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37633 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58157 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 371Q: 41 clusters Score -2.259865e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143904 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117778 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168378 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188369 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38347 members 
Mstep: Class 30 contains 223948 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37634 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58157 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986496.000000 Penalty: 143991.093750
Iteration 372Q: 41 clusters Score -2.259865e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143910 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168376 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188369 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38344 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37634 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58156 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 373Q: 41 clusters Score -2.259865e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22030 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143916 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168374 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188367 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38341 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37635 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58156 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 374Q: 41 clusters Score -2.259865e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22028 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143920 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168372 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188368 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38341 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37634 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58155 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 375Q: 41 clusters Score -2.259865e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22028 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143925 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168371 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188367 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38339 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37632 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8448 members 
Mstep: Class 35 contains 58155 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 376Q: 41 clusters Score -2.259865e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22029 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143931 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168370 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188365 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38336 members 
Mstep: Class 30 contains 223949 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37631 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58155 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 377Q: 41 clusters Score -2.259865e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22028 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143933 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168372 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188365 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38335 members 
Mstep: Class 30 contains 223948 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37630 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58155 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 378Q: 41 clusters Score -2.259864e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143936 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117778 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168370 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188363 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38335 members 
Mstep: Class 30 contains 223947 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37630 members 
Mstep: Class 33 contains 12734 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58155 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986416.000000 Penalty: 143991.093750
Iteration 379Q: 41 clusters Score -2.259864e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143939 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117778 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168370 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188361 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38335 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37631 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58155 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 380F: 41 clusters Score -2.259864e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143943 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117778 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168369 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188359 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37632 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986464.000000 Penalty: 143991.093750
Iteration 381Q: 41 clusters Score -2.259865e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143946 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117778 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188358 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37631 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 382Q: 41 clusters Score -2.259865e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143946 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188357 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37631 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986496.000000 Penalty: 143991.093750
Iteration 383Q: 41 clusters Score -2.259865e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143948 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188354 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37631 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 384Q: 41 clusters Score -2.259865e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143950 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188352 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37631 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 385Q: 41 clusters Score -2.259865e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143952 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188351 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223945 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37630 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 386Q: 41 clusters Score -2.259865e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143956 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188350 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37628 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 387Q: 41 clusters Score -2.259865e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143961 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22053 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168367 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188347 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37627 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986528.000000 Penalty: 143991.093750
Iteration 388Q: 41 clusters Score -2.259865e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143963 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22054 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188344 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38334 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37626 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 389Q: 41 clusters Score -2.259865e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143963 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188343 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38335 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37625 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58154 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 390Q: 41 clusters Score -2.259865e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143965 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188341 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38336 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37624 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986496.000000 Penalty: 143991.093750
Iteration 391Q: 41 clusters Score -2.259865e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143965 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188342 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38336 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37624 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 392Q: 41 clusters Score -2.259865e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143964 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117779 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168367 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188345 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38336 members 
Mstep: Class 30 contains 223943 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37624 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986512.000000 Penalty: 143991.093750
Iteration 393Q: 41 clusters Score -2.259865e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22026 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143964 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188349 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38335 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37624 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 394Q: 41 clusters Score -2.259865e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22025 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143965 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188349 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38333 members 
Mstep: Class 30 contains 223945 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37624 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 395Q: 41 clusters Score -2.259864e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143968 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188349 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38332 members 
Mstep: Class 30 contains 223945 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37624 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986464.000000 Penalty: 143991.093750
Iteration 396Q: 41 clusters Score -2.259865e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143971 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117777 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188348 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38330 members 
Mstep: Class 30 contains 223945 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37625 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986464.000000 Penalty: 143991.093750
Iteration 397Q: 41 clusters Score -2.259865e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143973 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117776 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188351 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38327 members 
Mstep: Class 30 contains 223945 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37623 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986480.000000 Penalty: 143991.093750
Iteration 398Q: 41 clusters Score -2.259865e+08 nChanged 13
Entering ConstructFrom: 
Score: -225986480.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Entering Unmasked Estep 
Score: -1824844.000000 Penalty: 2401.900391
	Iteration 0F: 2 clusters Score -1824844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1813267.875000 Penalty: 4803.800781
	Iteration 0F: 3 clusters Score -1813268 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1817064.250000 Penalty: 4803.800781
	Iteration 1F: 3 clusters Score -1817064 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1817605.500000 Penalty: 4803.800781
	Iteration 2F: 3 clusters Score -1817606 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1818226.625000 Penalty: 4803.800781
	Iteration 3F: 3 clusters Score -1818227 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1818993.375000 Penalty: 4803.800781
	Iteration 4F: 3 clusters Score -1818993 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1819885.875000 Penalty: 4803.800781
	Iteration 5F: 3 clusters Score -1819886 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1820808.375000 Penalty: 4803.800781
	Iteration 6F: 3 clusters Score -1820808 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1821563.125000 Penalty: 4803.800781
	Iteration 7F: 3 clusters Score -1821563 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1822120.750000 Penalty: 4803.800781
	Iteration 8Q: 3 clusters Score -1822121 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1822459.125000 Penalty: 4803.800781
	Iteration 9Q: 3 clusters Score -1822459 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1822675.375000 Penalty: 4803.800781
	Iteration 10Q: 3 clusters Score -1822675 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1822818.875000 Penalty: 4803.800781
	Iteration 11Q: 3 clusters Score -1822819 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1822919.750000 Penalty: 4803.800781
	Iteration 12Q: 3 clusters Score -1822920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1822982.375000 Penalty: 4803.800781
	Iteration 13Q: 3 clusters Score -1822982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1823023.875000 Penalty: 4803.800781
	Iteration 14Q: 3 clusters Score -1823024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1823049.625000 Penalty: 4803.800781
	Iteration 15Q: 3 clusters Score -1823050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1823078.000000 Penalty: 4803.800781
	Iteration 16Q: 3 clusters Score -1823078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1823099.500000 Penalty: 4803.800781
	Iteration 17Q: 3 clusters Score -1823100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1823118.750000 Penalty: 4803.800781
	Iteration 18Q: 3 clusters Score -1823119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1823128.125000 Penalty: 4803.800781
	Iteration 19Q: 3 clusters Score -1823128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1823145.250000 Penalty: 4803.800781
	Iteration 20F: 3 clusters Score -1823145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1823157.125000 Penalty: 4803.800781
	Iteration 21Q: 3 clusters Score -1823157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1823174.500000 Penalty: 4803.800781
	Iteration 22Q: 3 clusters Score -1823174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1823186.125000 Penalty: 4803.800781
	Iteration 23Q: 3 clusters Score -1823186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1823198.375000 Penalty: 4803.800781
	Iteration 24Q: 3 clusters Score -1823198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1823205.000000 Penalty: 4803.800781
	Iteration 25Q: 3 clusters Score -1823205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1823212.625000 Penalty: 4803.800781
	Iteration 26Q: 3 clusters Score -1823213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1823219.875000 Penalty: 4803.800781
	Iteration 27Q: 3 clusters Score -1823220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1823229.000000 Penalty: 4803.800781
	Iteration 28Q: 3 clusters Score -1823229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1823226.625000 Penalty: 4803.800781
	Iteration 29Q: 3 clusters Score -1823227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1823227.000000 Penalty: 4803.800781
	Iteration 30Q: 3 clusters Score -1823227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1823230.500000 Penalty: 4803.800781
	Iteration 31Q: 3 clusters Score -1823230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1823233.250000 Penalty: 4803.800781
	Iteration 32Q: 3 clusters Score -1823233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1823233.750000 Penalty: 4803.800781
	Iteration 33Q: 3 clusters Score -1823234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1823233.875000 Penalty: 4803.800781
	Iteration 34Q: 3 clusters Score -1823234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1823233.125000 Penalty: 4803.800781
	Iteration 35Q: 3 clusters Score -1823233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1823234.000000 Penalty: 4803.800781
	Iteration 36Q: 3 clusters Score -1823234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1823233.875000 Penalty: 4803.800781
	Iteration 37Q: 3 clusters Score -1823234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1823233.875000 Penalty: 4803.800781
	Iteration 38F: 3 clusters Score -1823234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Entering Unmasked Estep 
Score: -7035689.000000 Penalty: 2731.262451
	Iteration 0F: 2 clusters Score -7035689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6995172.000000 Penalty: 5462.524902
	Iteration 0F: 3 clusters Score -6995172 nChanged 28101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -7012456.500000 Penalty: 5462.524902
	Iteration 1F: 3 clusters Score -7012456 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -7015212.500000 Penalty: 5462.524902
	Iteration 2F: 3 clusters Score -7015212 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -7018671.500000 Penalty: 5462.524902
	Iteration 3F: 3 clusters Score -7018672 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -7021830.500000 Penalty: 5462.524902
	Iteration 4F: 3 clusters Score -7021830 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -7024126.500000 Penalty: 5462.524902
	Iteration 5F: 3 clusters Score -7024126 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -7025641.500000 Penalty: 5462.524902
	Iteration 6F: 3 clusters Score -7025642 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -7026820.500000 Penalty: 5462.524902
	Iteration 7Q: 3 clusters Score -7026820 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -7027777.500000 Penalty: 5462.524902
	Iteration 8Q: 3 clusters Score -7027778 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -7028773.500000 Penalty: 5462.524902
	Iteration 9Q: 3 clusters Score -7028774 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -7029693.000000 Penalty: 5462.524902
	Iteration 10Q: 3 clusters Score -7029693 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -7030512.000000 Penalty: 5462.524902
	Iteration 11Q: 3 clusters Score -7030512 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -7031288.500000 Penalty: 5462.524902
	Iteration 12Q: 3 clusters Score -7031288 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -7032007.500000 Penalty: 5462.524902
	Iteration 13Q: 3 clusters Score -7032008 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -7032496.000000 Penalty: 5462.524902
	Iteration 14Q: 3 clusters Score -7032496 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7032895.500000 Penalty: 5462.524902
	Iteration 15Q: 3 clusters Score -7032896 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7033170.000000 Penalty: 5462.524902
	Iteration 16Q: 3 clusters Score -7033170 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7033344.000000 Penalty: 5462.524902
	Iteration 17Q: 3 clusters Score -7033344 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7033495.000000 Penalty: 5462.524902
	Iteration 18Q: 3 clusters Score -7033495 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7033585.500000 Penalty: 5462.524902
	Iteration 19Q: 3 clusters Score -7033586 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7033656.500000 Penalty: 5462.524902
	Iteration 20F: 3 clusters Score -7033656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7033696.500000 Penalty: 5462.524902
	Iteration 21Q: 3 clusters Score -7033696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7033706.500000 Penalty: 5462.524902
	Iteration 22Q: 3 clusters Score -7033706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7033740.000000 Penalty: 5462.524902
	Iteration 23Q: 3 clusters Score -7033740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59465 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7033746.000000 Penalty: 5462.524902
	Iteration 24Q: 3 clusters Score -7033746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7033756.000000 Penalty: 5462.524902
	Iteration 25Q: 3 clusters Score -7033756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7033766.500000 Penalty: 5462.524902
	Iteration 26Q: 3 clusters Score -7033766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7033761.500000 Penalty: 5462.524902
	Iteration 27Q: 3 clusters Score -7033762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7033766.500000 Penalty: 5462.524902
	Iteration 28Q: 3 clusters Score -7033766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7033763.000000 Penalty: 5462.524902
	Iteration 29Q: 3 clusters Score -7033763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7033762.500000 Penalty: 5462.524902
	Iteration 30Q: 3 clusters Score -7033762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7033765.500000 Penalty: 5462.524902
	Iteration 31Q: 3 clusters Score -7033766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7033767.000000 Penalty: 5462.524902
	Iteration 32Q: 3 clusters Score -7033767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7033767.500000 Penalty: 5462.524902
	Iteration 33Q: 3 clusters Score -7033768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7033771.000000 Penalty: 5462.524902
	Iteration 34Q: 3 clusters Score -7033771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7033764.500000 Penalty: 5462.524902
	Iteration 35Q: 3 clusters Score -7033764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7033771.000000 Penalty: 5462.524902
	Iteration 36Q: 3 clusters Score -7033771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7033766.000000 Penalty: 5462.524902
	Iteration 37Q: 3 clusters Score -7033766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7033778.500000 Penalty: 5462.524902
	Iteration 38Q: 3 clusters Score -7033778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7033774.000000 Penalty: 5462.524902
	Iteration 39Q: 3 clusters Score -7033774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7033776.000000 Penalty: 5462.524902
	Iteration 40F: 3 clusters Score -7033776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7033769.500000 Penalty: 5462.524902
	Iteration 41Q: 3 clusters Score -7033770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7033768.000000 Penalty: 5462.524902
	Iteration 42Q: 3 clusters Score -7033768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7033768.000000 Penalty: 5462.524902
	Iteration 43F: 3 clusters Score -7033768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Entering Unmasked Estep 
Score: -1440170.375000 Penalty: 2360.292969
	Iteration 0F: 2 clusters Score -1440170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1430274.500000 Penalty: 4720.585938
	Iteration 0F: 3 clusters Score -1430274 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1433436.500000 Penalty: 4720.585938
	Iteration 1F: 3 clusters Score -1433436 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1433815.625000 Penalty: 4720.585938
	Iteration 2F: 3 clusters Score -1433816 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1434138.750000 Penalty: 4720.585938
	Iteration 3F: 3 clusters Score -1434139 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1434455.875000 Penalty: 4720.585938
	Iteration 4Q: 3 clusters Score -1434456 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1434770.750000 Penalty: 4720.585938
	Iteration 5Q: 3 clusters Score -1434771 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1435134.625000 Penalty: 4720.585938
	Iteration 6Q: 3 clusters Score -1435135 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1435520.000000 Penalty: 4720.585938
	Iteration 7Q: 3 clusters Score -1435520 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1435951.125000 Penalty: 4720.585938
	Iteration 8Q: 3 clusters Score -1435951 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1436310.625000 Penalty: 4720.585938
	Iteration 9Q: 3 clusters Score -1436311 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1436620.875000 Penalty: 4720.585938
	Iteration 10Q: 3 clusters Score -1436621 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1436879.625000 Penalty: 4720.585938
	Iteration 11Q: 3 clusters Score -1436880 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1437111.125000 Penalty: 4720.585938
	Iteration 12Q: 3 clusters Score -1437111 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1437321.500000 Penalty: 4720.585938
	Iteration 13Q: 3 clusters Score -1437322 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1437499.750000 Penalty: 4720.585938
	Iteration 14Q: 3 clusters Score -1437500 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1437631.125000 Penalty: 4720.585938
	Iteration 15Q: 3 clusters Score -1437631 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1437751.500000 Penalty: 4720.585938
	Iteration 16Q: 3 clusters Score -1437752 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1437854.125000 Penalty: 4720.585938
	Iteration 17Q: 3 clusters Score -1437854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1437929.875000 Penalty: 4720.585938
	Iteration 18Q: 3 clusters Score -1437930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1437985.750000 Penalty: 4720.585938
	Iteration 19Q: 3 clusters Score -1437986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1438034.000000 Penalty: 4720.585938
	Iteration 20F: 3 clusters Score -1438034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1438073.250000 Penalty: 4720.585938
	Iteration 21Q: 3 clusters Score -1438073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1438102.625000 Penalty: 4720.585938
	Iteration 22Q: 3 clusters Score -1438103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1438121.375000 Penalty: 4720.585938
	Iteration 23Q: 3 clusters Score -1438121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1438144.250000 Penalty: 4720.585938
	Iteration 24Q: 3 clusters Score -1438144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1438156.000000 Penalty: 4720.585938
	Iteration 25Q: 3 clusters Score -1438156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1438163.875000 Penalty: 4720.585938
	Iteration 26Q: 3 clusters Score -1438164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1438169.750000 Penalty: 4720.585938
	Iteration 27Q: 3 clusters Score -1438170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1438177.875000 Penalty: 4720.585938
	Iteration 28Q: 3 clusters Score -1438178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1438191.875000 Penalty: 4720.585938
	Iteration 29Q: 3 clusters Score -1438192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1438203.625000 Penalty: 4720.585938
	Iteration 30Q: 3 clusters Score -1438204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1438211.750000 Penalty: 4720.585938
	Iteration 31Q: 3 clusters Score -1438212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1438223.000000 Penalty: 4720.585938
	Iteration 32Q: 3 clusters Score -1438223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1438226.125000 Penalty: 4720.585938
	Iteration 33Q: 3 clusters Score -1438226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1438229.875000 Penalty: 4720.585938
	Iteration 34Q: 3 clusters Score -1438230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1438235.125000 Penalty: 4720.585938
	Iteration 35Q: 3 clusters Score -1438235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1438247.375000 Penalty: 4720.585938
	Iteration 36Q: 3 clusters Score -1438247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1438254.625000 Penalty: 4720.585938
	Iteration 37Q: 3 clusters Score -1438255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1438260.750000 Penalty: 4720.585938
	Iteration 38Q: 3 clusters Score -1438261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1438263.875000 Penalty: 4720.585938
	Iteration 39Q: 3 clusters Score -1438264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1438267.875000 Penalty: 4720.585938
	Iteration 40F: 3 clusters Score -1438268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1438269.375000 Penalty: 4720.585938
	Iteration 41Q: 3 clusters Score -1438269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1438272.375000 Penalty: 4720.585938
	Iteration 42Q: 3 clusters Score -1438272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1438275.000000 Penalty: 4720.585938
	Iteration 43Q: 3 clusters Score -1438275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1438275.000000 Penalty: 4720.585938
	Iteration 44F: 3 clusters Score -1438275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Entering Unmasked Estep 
Score: -4803862.500000 Penalty: 2637.047363
	Iteration 0F: 2 clusters Score -4803862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -4775779.500000 Penalty: 5274.094727
	Iteration 0F: 3 clusters Score -4775780 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4786015.500000 Penalty: 5274.094727
	Iteration 1F: 3 clusters Score -4786016 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -4786558.500000 Penalty: 5274.094727
	Iteration 2Q: 3 clusters Score -4786558 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4787113.500000 Penalty: 5274.094727
	Iteration 3Q: 3 clusters Score -4787114 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4787689.500000 Penalty: 5274.094727
	Iteration 4Q: 3 clusters Score -4787690 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4788230.500000 Penalty: 5274.094727
	Iteration 5Q: 3 clusters Score -4788230 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4788917.500000 Penalty: 5274.094727
	Iteration 6Q: 3 clusters Score -4788918 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4789740.500000 Penalty: 5274.094727
	Iteration 7Q: 3 clusters Score -4789740 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4791135.500000 Penalty: 5274.094727
	Iteration 8F: 3 clusters Score -4791136 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4793058.000000 Penalty: 5274.094727
	Iteration 9F: 3 clusters Score -4793058 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -4795475.500000 Penalty: 5274.094727
	Iteration 10F: 3 clusters Score -4795476 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4797843.000000 Penalty: 5274.094727
	Iteration 11F: 3 clusters Score -4797843 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -4799579.000000 Penalty: 5274.094727
	Iteration 12Q: 3 clusters Score -4799579 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -4800571.500000 Penalty: 5274.094727
	Iteration 13Q: 3 clusters Score -4800572 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -4801031.000000 Penalty: 5274.094727
	Iteration 14Q: 3 clusters Score -4801031 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4801286.000000 Penalty: 5274.094727
	Iteration 15Q: 3 clusters Score -4801286 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -4801428.500000 Penalty: 5274.094727
	Iteration 16Q: 3 clusters Score -4801428 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4801527.500000 Penalty: 5274.094727
	Iteration 17Q: 3 clusters Score -4801528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4801586.000000 Penalty: 5274.094727
	Iteration 18Q: 3 clusters Score -4801586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4801616.000000 Penalty: 5274.094727
	Iteration 19Q: 3 clusters Score -4801616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -4801630.500000 Penalty: 5274.094727
	Iteration 20F: 3 clusters Score -4801630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -4801639.000000 Penalty: 5274.094727
	Iteration 21Q: 3 clusters Score -4801639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -4801646.000000 Penalty: 5274.094727
	Iteration 22Q: 3 clusters Score -4801646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -4801652.500000 Penalty: 5274.094727
	Iteration 23Q: 3 clusters Score -4801652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -4801653.500000 Penalty: 5274.094727
	Iteration 24Q: 3 clusters Score -4801654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4801656.000000 Penalty: 5274.094727
	Iteration 25Q: 3 clusters Score -4801656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4801656.000000 Penalty: 5274.094727
	Iteration 26F: 3 clusters Score -4801656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Entering Unmasked Estep 
Score: -2654535.500000 Penalty: 2495.107910
	Iteration 0F: 2 clusters Score -2654536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2638353.750000 Penalty: 4990.215820
	Iteration 0F: 3 clusters Score -2638354 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2644068.750000 Penalty: 4990.215820
	Iteration 1F: 3 clusters Score -2644069 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2644627.750000 Penalty: 4990.215820
	Iteration 2F: 3 clusters Score -2644628 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2645180.000000 Penalty: 4990.215820
	Iteration 3F: 3 clusters Score -2645180 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2645815.000000 Penalty: 4990.215820
	Iteration 4F: 3 clusters Score -2645815 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2646591.750000 Penalty: 4990.215820
	Iteration 5F: 3 clusters Score -2646592 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2647489.250000 Penalty: 4990.215820
	Iteration 6F: 3 clusters Score -2647489 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2648372.250000 Penalty: 4990.215820
	Iteration 7F: 3 clusters Score -2648372 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2649133.750000 Penalty: 4990.215820
	Iteration 8F: 3 clusters Score -2649134 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2649711.250000 Penalty: 4990.215820
	Iteration 9Q: 3 clusters Score -2649711 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2650201.250000 Penalty: 4990.215820
	Iteration 10Q: 3 clusters Score -2650201 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2650681.500000 Penalty: 4990.215820
	Iteration 11Q: 3 clusters Score -2650682 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2651144.750000 Penalty: 4990.215820
	Iteration 12Q: 3 clusters Score -2651145 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2651511.250000 Penalty: 4990.215820
	Iteration 13Q: 3 clusters Score -2651511 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2651804.250000 Penalty: 4990.215820
	Iteration 14Q: 3 clusters Score -2651804 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2652052.250000 Penalty: 4990.215820
	Iteration 15Q: 3 clusters Score -2652052 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2652252.500000 Penalty: 4990.215820
	Iteration 16Q: 3 clusters Score -2652252 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2652419.000000 Penalty: 4990.215820
	Iteration 17Q: 3 clusters Score -2652419 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2652554.000000 Penalty: 4990.215820
	Iteration 18Q: 3 clusters Score -2652554 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2652655.750000 Penalty: 4990.215820
	Iteration 19Q: 3 clusters Score -2652656 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2652750.000000 Penalty: 4990.215820
	Iteration 20F: 3 clusters Score -2652750 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2652835.250000 Penalty: 4990.215820
	Iteration 21Q: 3 clusters Score -2652835 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2652893.250000 Penalty: 4990.215820
	Iteration 22Q: 3 clusters Score -2652893 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2652927.250000 Penalty: 4990.215820
	Iteration 23Q: 3 clusters Score -2652927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2652962.750000 Penalty: 4990.215820
	Iteration 24Q: 3 clusters Score -2652963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2652977.750000 Penalty: 4990.215820
	Iteration 25Q: 3 clusters Score -2652978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2652995.750000 Penalty: 4990.215820
	Iteration 26Q: 3 clusters Score -2652996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2653017.500000 Penalty: 4990.215820
	Iteration 27Q: 3 clusters Score -2653018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2653025.000000 Penalty: 4990.215820
	Iteration 28Q: 3 clusters Score -2653025 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2653035.250000 Penalty: 4990.215820
	Iteration 29Q: 3 clusters Score -2653035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2653040.000000 Penalty: 4990.215820
	Iteration 30Q: 3 clusters Score -2653040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2653045.000000 Penalty: 4990.215820
	Iteration 31Q: 3 clusters Score -2653045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2653055.750000 Penalty: 4990.215820
	Iteration 32Q: 3 clusters Score -2653056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2653055.500000 Penalty: 4990.215820
	Iteration 33Q: 3 clusters Score -2653056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2653056.000000 Penalty: 4990.215820
	Iteration 34Q: 3 clusters Score -2653056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2653058.250000 Penalty: 4990.215820
	Iteration 35Q: 3 clusters Score -2653058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2653060.750000 Penalty: 4990.215820
	Iteration 36Q: 3 clusters Score -2653061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2653068.250000 Penalty: 4990.215820
	Iteration 37Q: 3 clusters Score -2653068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2653072.250000 Penalty: 4990.215820
	Iteration 38Q: 3 clusters Score -2653072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2653078.750000 Penalty: 4990.215820
	Iteration 39Q: 3 clusters Score -2653079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2653080.750000 Penalty: 4990.215820
	Iteration 40F: 3 clusters Score -2653081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2653082.500000 Penalty: 4990.215820
	Iteration 41Q: 3 clusters Score -2653082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2653085.250000 Penalty: 4990.215820
	Iteration 42Q: 3 clusters Score -2653085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2653086.250000 Penalty: 4990.215820
	Iteration 43Q: 3 clusters Score -2653086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2653095.250000 Penalty: 4990.215820
	Iteration 44Q: 3 clusters Score -2653095 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2653095.500000 Penalty: 4990.215820
	Iteration 45Q: 3 clusters Score -2653096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2653100.500000 Penalty: 4990.215820
	Iteration 46Q: 3 clusters Score -2653100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2653101.750000 Penalty: 4990.215820
	Iteration 47Q: 3 clusters Score -2653102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2653104.500000 Penalty: 4990.215820
	Iteration 48Q: 3 clusters Score -2653104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2653108.250000 Penalty: 4990.215820
	Iteration 49Q: 3 clusters Score -2653108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2653102.500000 Penalty: 4990.215820
	Iteration 50Q: 3 clusters Score -2653102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2653104.250000 Penalty: 4990.215820
	Iteration 51Q: 3 clusters Score -2653104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2653106.000000 Penalty: 4990.215820
	Iteration 52Q: 3 clusters Score -2653106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2653106.750000 Penalty: 4990.215820
	Iteration 53Q: 3 clusters Score -2653107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2653111.750000 Penalty: 4990.215820
	Iteration 54Q: 3 clusters Score -2653112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2653111.250000 Penalty: 4990.215820
	Iteration 55Q: 3 clusters Score -2653111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2653108.250000 Penalty: 4990.215820
	Iteration 56Q: 3 clusters Score -2653108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2653109.000000 Penalty: 4990.215820
	Iteration 57Q: 3 clusters Score -2653109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2653112.000000 Penalty: 4990.215820
	Iteration 58Q: 3 clusters Score -2653112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2653112.000000 Penalty: 4990.215820
	Iteration 59Q: 3 clusters Score -2653112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2653112.000000 Penalty: 4990.215820
	Iteration 60F: 3 clusters Score -2653112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178917 members 
Entering Unmasked Estep 
Score: -21138954.000000 Penalty: 2999.479980
	Iteration 0F: 2 clusters Score -2.113895e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -21023704.000000 Penalty: 5998.959961
	Iteration 0F: 3 clusters Score -2.10237e+07 nChanged 86024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -21074924.000000 Penalty: 5998.959961
	Iteration 1F: 3 clusters Score -2.107492e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -21077532.000000 Penalty: 5998.959961
	Iteration 2Q: 3 clusters Score -2.107753e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 104558 members 
Entering Unmasked Estep 
Score: -21082046.000000 Penalty: 5998.959961
	Iteration 3F: 3 clusters Score -2.108205e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -21088750.000000 Penalty: 5998.959961
	Iteration 4F: 3 clusters Score -2.108875e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 121290 members 
Entering Unmasked Estep 
Score: -21097690.000000 Penalty: 5998.959961
	Iteration 5F: 3 clusters Score -2.109769e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 130858 members 
Entering Unmasked Estep 
Score: -21107930.000000 Penalty: 5998.959961
	Iteration 6F: 3 clusters Score -2.110793e+07 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 138996 members 
Entering Unmasked Estep 
Score: -21117264.000000 Penalty: 5998.959961
	Iteration 7F: 3 clusters Score -2.111726e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 144723 members 
Entering Unmasked Estep 
Score: -21124980.000000 Penalty: 5998.959961
	Iteration 8Q: 3 clusters Score -2.112498e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 148095 members 
Entering Unmasked Estep 
Score: -21129890.000000 Penalty: 5998.959961
	Iteration 9Q: 3 clusters Score -2.112989e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 150321 members 
Entering Unmasked Estep 
Score: -21132666.000000 Penalty: 5998.959961
	Iteration 10Q: 3 clusters Score -2.113267e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -21134326.000000 Penalty: 5998.959961
	Iteration 11Q: 3 clusters Score -2.113433e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 153737 members 
Entering Unmasked Estep 
Score: -21135610.000000 Penalty: 5998.959961
	Iteration 12Q: 3 clusters Score -2.113561e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 155118 members 
Entering Unmasked Estep 
Score: -21136536.000000 Penalty: 5998.959961
	Iteration 13Q: 3 clusters Score -2.113654e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 156334 members 
Entering Unmasked Estep 
Score: -21137222.000000 Penalty: 5998.959961
	Iteration 14Q: 3 clusters Score -2.113722e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 157390 members 
Entering Unmasked Estep 
Score: -21137718.000000 Penalty: 5998.959961
	Iteration 15Q: 3 clusters Score -2.113772e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 158252 members 
Entering Unmasked Estep 
Score: -21138014.000000 Penalty: 5998.959961
	Iteration 16Q: 3 clusters Score -2.113801e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 159014 members 
Entering Unmasked Estep 
Score: -21138166.000000 Penalty: 5998.959961
	Iteration 17Q: 3 clusters Score -2.113817e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 159699 members 
Entering Unmasked Estep 
Score: -21138384.000000 Penalty: 5998.959961
	Iteration 18Q: 3 clusters Score -2.113838e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 160299 members 
Entering Unmasked Estep 
Score: -21138364.000000 Penalty: 5998.959961
	Iteration 19Q: 3 clusters Score -2.113836e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 160868 members 
Entering Unmasked Estep 
Score: -21138330.000000 Penalty: 5998.959961
	Iteration 20F: 3 clusters Score -2.113833e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 161382 members 
Entering Unmasked Estep 
Score: -21138440.000000 Penalty: 5998.959961
	Iteration 21Q: 3 clusters Score -2.113844e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 161856 members 
Entering Unmasked Estep 
Score: -21138496.000000 Penalty: 5998.959961
	Iteration 22Q: 3 clusters Score -2.11385e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 162282 members 
Entering Unmasked Estep 
Score: -21138514.000000 Penalty: 5998.959961
	Iteration 23Q: 3 clusters Score -2.113851e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 162683 members 
Entering Unmasked Estep 
Score: -21138554.000000 Penalty: 5998.959961
	Iteration 24Q: 3 clusters Score -2.113855e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -21138504.000000 Penalty: 5998.959961
	Iteration 25Q: 3 clusters Score -2.11385e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -21138500.000000 Penalty: 5998.959961
	Iteration 26Q: 3 clusters Score -2.11385e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 163715 members 
Entering Unmasked Estep 
Score: -21138486.000000 Penalty: 5998.959961
	Iteration 27Q: 3 clusters Score -2.113849e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -21138422.000000 Penalty: 5998.959961
	Iteration 28Q: 3 clusters Score -2.113842e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 164365 members 
Entering Unmasked Estep 
Score: -21138412.000000 Penalty: 5998.959961
	Iteration 29Q: 3 clusters Score -2.113841e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -21138400.000000 Penalty: 5998.959961
	Iteration 30Q: 3 clusters Score -2.11384e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 164978 members 
Entering Unmasked Estep 
Score: -21138338.000000 Penalty: 5998.959961
	Iteration 31Q: 3 clusters Score -2.113834e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 165258 members 
Entering Unmasked Estep 
Score: -21138362.000000 Penalty: 5998.959961
	Iteration 32Q: 3 clusters Score -2.113836e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -21138332.000000 Penalty: 5998.959961
	Iteration 33Q: 3 clusters Score -2.113833e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 165843 members 
Entering Unmasked Estep 
Score: -21138356.000000 Penalty: 5998.959961
	Iteration 34Q: 3 clusters Score -2.113836e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 166125 members 
Entering Unmasked Estep 
Score: -21138346.000000 Penalty: 5998.959961
	Iteration 35Q: 3 clusters Score -2.113835e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -21138378.000000 Penalty: 5998.959961
	Iteration 36Q: 3 clusters Score -2.113838e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -21138348.000000 Penalty: 5998.959961
	Iteration 37Q: 3 clusters Score -2.113835e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 166824 members 
Entering Unmasked Estep 
Score: -21138300.000000 Penalty: 5998.959961
	Iteration 38Q: 3 clusters Score -2.11383e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -21138252.000000 Penalty: 5998.959961
	Iteration 39Q: 3 clusters Score -2.113825e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -21138262.000000 Penalty: 5998.959961
	Iteration 40F: 3 clusters Score -2.113826e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -21138262.000000 Penalty: 5998.959961
	Iteration 41Q: 3 clusters Score -2.113826e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 167655 members 
Entering Unmasked Estep 
Score: -21138252.000000 Penalty: 5998.959961
	Iteration 42Q: 3 clusters Score -2.113825e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -21138234.000000 Penalty: 5998.959961
	Iteration 43Q: 3 clusters Score -2.113823e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -21138240.000000 Penalty: 5998.959961
	Iteration 44Q: 3 clusters Score -2.113824e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 168177 members 
Entering Unmasked Estep 
Score: -21138186.000000 Penalty: 5998.959961
	Iteration 45Q: 3 clusters Score -2.113819e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -21138200.000000 Penalty: 5998.959961
	Iteration 46Q: 3 clusters Score -2.11382e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 168432 members 
Entering Unmasked Estep 
Score: -21138196.000000 Penalty: 5998.959961
	Iteration 47Q: 3 clusters Score -2.11382e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 168561 members 
Entering Unmasked Estep 
Score: -21138184.000000 Penalty: 5998.959961
	Iteration 48Q: 3 clusters Score -2.113818e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 168691 members 
Entering Unmasked Estep 
Score: -21138156.000000 Penalty: 5998.959961
	Iteration 49Q: 3 clusters Score -2.113816e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 168797 members 
Entering Unmasked Estep 
Score: -21138154.000000 Penalty: 5998.959961
	Iteration 50Q: 3 clusters Score -2.113815e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 168918 members 
Entering Unmasked Estep 
Score: -21138130.000000 Penalty: 5998.959961
	Iteration 51Q: 3 clusters Score -2.113813e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -21138126.000000 Penalty: 5998.959961
	Iteration 52Q: 3 clusters Score -2.113813e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 169150 members 
Entering Unmasked Estep 
Score: -21138130.000000 Penalty: 5998.959961
	Iteration 53Q: 3 clusters Score -2.113813e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 169251 members 
Entering Unmasked Estep 
Score: -21138108.000000 Penalty: 5998.959961
	Iteration 54Q: 3 clusters Score -2.113811e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 169349 members 
Entering Unmasked Estep 
Score: -21138144.000000 Penalty: 5998.959961
	Iteration 55Q: 3 clusters Score -2.113814e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 169450 members 
Entering Unmasked Estep 
Score: -21138138.000000 Penalty: 5998.959961
	Iteration 56Q: 3 clusters Score -2.113814e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 169543 members 
Entering Unmasked Estep 
Score: -21138138.000000 Penalty: 5998.959961
	Iteration 57Q: 3 clusters Score -2.113814e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 169635 members 
Entering Unmasked Estep 
Score: -21138124.000000 Penalty: 5998.959961
	Iteration 58Q: 3 clusters Score -2.113812e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 169722 members 
Entering Unmasked Estep 
Score: -21138128.000000 Penalty: 5998.959961
	Iteration 59Q: 3 clusters Score -2.113813e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 169831 members 
Entering Unmasked Estep 
Score: -21138150.000000 Penalty: 5998.959961
	Iteration 60F: 3 clusters Score -2.113815e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 169927 members 
Entering Unmasked Estep 
Score: -21138142.000000 Penalty: 5998.959961
	Iteration 61Q: 3 clusters Score -2.113814e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 170029 members 
Entering Unmasked Estep 
Score: -21138168.000000 Penalty: 5998.959961
	Iteration 62Q: 3 clusters Score -2.113817e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -21138156.000000 Penalty: 5998.959961
	Iteration 63Q: 3 clusters Score -2.113816e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -21138136.000000 Penalty: 5998.959961
	Iteration 64Q: 3 clusters Score -2.113814e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 170309 members 
Entering Unmasked Estep 
Score: -21138132.000000 Penalty: 5998.959961
	Iteration 65Q: 3 clusters Score -2.113813e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 170404 members 
Entering Unmasked Estep 
Score: -21138136.000000 Penalty: 5998.959961
	Iteration 66Q: 3 clusters Score -2.113814e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 170486 members 
Entering Unmasked Estep 
Score: -21138092.000000 Penalty: 5998.959961
	Iteration 67Q: 3 clusters Score -2.113809e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -21138096.000000 Penalty: 5998.959961
	Iteration 68Q: 3 clusters Score -2.11381e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -21138100.000000 Penalty: 5998.959961
	Iteration 69Q: 3 clusters Score -2.11381e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 170777 members 
Entering Unmasked Estep 
Score: -21138072.000000 Penalty: 5998.959961
	Iteration 70Q: 3 clusters Score -2.113807e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 170862 members 
Entering Unmasked Estep 
Score: -21138076.000000 Penalty: 5998.959961
	Iteration 71Q: 3 clusters Score -2.113808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 170940 members 
Entering Unmasked Estep 
Score: -21138092.000000 Penalty: 5998.959961
	Iteration 72Q: 3 clusters Score -2.113809e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -21138050.000000 Penalty: 5998.959961
	Iteration 73Q: 3 clusters Score -2.113805e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 171103 members 
Entering Unmasked Estep 
Score: -21138048.000000 Penalty: 5998.959961
	Iteration 74Q: 3 clusters Score -2.113805e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 171196 members 
Entering Unmasked Estep 
Score: -21138072.000000 Penalty: 5998.959961
	Iteration 75Q: 3 clusters Score -2.113807e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 171286 members 
Entering Unmasked Estep 
Score: -21138064.000000 Penalty: 5998.959961
	Iteration 76Q: 3 clusters Score -2.113806e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -21138064.000000 Penalty: 5998.959961
	Iteration 77Q: 3 clusters Score -2.113806e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 171445 members 
Entering Unmasked Estep 
Score: -21138026.000000 Penalty: 5998.959961
	Iteration 78Q: 3 clusters Score -2.113803e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -21138024.000000 Penalty: 5998.959961
	Iteration 79Q: 3 clusters Score -2.113802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -21137998.000000 Penalty: 5998.959961
	Iteration 80F: 3 clusters Score -2.1138e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -21138010.000000 Penalty: 5998.959961
	Iteration 81Q: 3 clusters Score -2.113801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -21137988.000000 Penalty: 5998.959961
	Iteration 82Q: 3 clusters Score -2.113799e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 171746 members 
Entering Unmasked Estep 
Score: -21137988.000000 Penalty: 5998.959961
	Iteration 83Q: 3 clusters Score -2.113799e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -21137996.000000 Penalty: 5998.959961
	Iteration 84Q: 3 clusters Score -2.1138e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 171842 members 
Entering Unmasked Estep 
Score: -21138002.000000 Penalty: 5998.959961
	Iteration 85Q: 3 clusters Score -2.1138e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -21138000.000000 Penalty: 5998.959961
	Iteration 86Q: 3 clusters Score -2.1138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 171916 members 
Entering Unmasked Estep 
Score: -21138000.000000 Penalty: 5998.959961
	Iteration 87Q: 3 clusters Score -2.1138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -21137992.000000 Penalty: 5998.959961
	Iteration 88Q: 3 clusters Score -2.113799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 172011 members 
Entering Unmasked Estep 
Score: -21137988.000000 Penalty: 5998.959961
	Iteration 89Q: 3 clusters Score -2.113799e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -21137976.000000 Penalty: 5998.959961
	Iteration 90Q: 3 clusters Score -2.113798e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -21137960.000000 Penalty: 5998.959961
	Iteration 91Q: 3 clusters Score -2.113796e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 172146 members 
Entering Unmasked Estep 
Score: -21137928.000000 Penalty: 5998.959961
	Iteration 92Q: 3 clusters Score -2.113793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 172186 members 
Entering Unmasked Estep 
Score: -21137952.000000 Penalty: 5998.959961
	Iteration 93Q: 3 clusters Score -2.113795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 172226 members 
Entering Unmasked Estep 
Score: -21137956.000000 Penalty: 5998.959961
	Iteration 94Q: 3 clusters Score -2.113796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 172271 members 
Entering Unmasked Estep 
Score: -21137962.000000 Penalty: 5998.959961
	Iteration 95Q: 3 clusters Score -2.113796e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 172322 members 
Entering Unmasked Estep 
Score: -21137966.000000 Penalty: 5998.959961
	Iteration 96Q: 3 clusters Score -2.113797e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 172370 members 
Entering Unmasked Estep 
Score: -21137956.000000 Penalty: 5998.959961
	Iteration 97Q: 3 clusters Score -2.113796e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 172416 members 
Entering Unmasked Estep 
Score: -21137952.000000 Penalty: 5998.959961
	Iteration 98Q: 3 clusters Score -2.113795e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -21137944.000000 Penalty: 5998.959961
	Iteration 99Q: 3 clusters Score -2.113794e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 172497 members 
Entering Unmasked Estep 
Score: -21137948.000000 Penalty: 5998.959961
	Iteration 100F: 3 clusters Score -2.113795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 172527 members 
Entering Unmasked Estep 
Score: -21137956.000000 Penalty: 5998.959961
	Iteration 101Q: 3 clusters Score -2.113796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 172555 members 
Entering Unmasked Estep 
Score: -21137944.000000 Penalty: 5998.959961
	Iteration 102Q: 3 clusters Score -2.113794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 172574 members 
Entering Unmasked Estep 
Score: -21137946.000000 Penalty: 5998.959961
	Iteration 103Q: 3 clusters Score -2.113795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 172595 members 
Entering Unmasked Estep 
Score: -21137944.000000 Penalty: 5998.959961
	Iteration 104Q: 3 clusters Score -2.113794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 172607 members 
Entering Unmasked Estep 
Score: -21137934.000000 Penalty: 5998.959961
	Iteration 105Q: 3 clusters Score -2.113793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 172622 members 
Entering Unmasked Estep 
Score: -21137944.000000 Penalty: 5998.959961
	Iteration 106Q: 3 clusters Score -2.113794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 172636 members 
Entering Unmasked Estep 
Score: -21137936.000000 Penalty: 5998.959961
	Iteration 107Q: 3 clusters Score -2.113794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 172651 members 
Entering Unmasked Estep 
Score: -21137934.000000 Penalty: 5998.959961
	Iteration 108Q: 3 clusters Score -2.113793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 172664 members 
Entering Unmasked Estep 
Score: -21137922.000000 Penalty: 5998.959961
	Iteration 109Q: 3 clusters Score -2.113792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 172682 members 
Entering Unmasked Estep 
Score: -21137932.000000 Penalty: 5998.959961
	Iteration 110Q: 3 clusters Score -2.113793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 172698 members 
Entering Unmasked Estep 
Score: -21137954.000000 Penalty: 5998.959961
	Iteration 111Q: 3 clusters Score -2.113795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -21137942.000000 Penalty: 5998.959961
	Iteration 112Q: 3 clusters Score -2.113794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 172721 members 
Entering Unmasked Estep 
Score: -21137968.000000 Penalty: 5998.959961
	Iteration 113Q: 3 clusters Score -2.113797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 172730 members 
Entering Unmasked Estep 
Score: -21137966.000000 Penalty: 5998.959961
	Iteration 114Q: 3 clusters Score -2.113797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 172735 members 
Entering Unmasked Estep 
Score: -21137970.000000 Penalty: 5998.959961
	Iteration 115Q: 3 clusters Score -2.113797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 172740 members 
Entering Unmasked Estep 
Score: -21137964.000000 Penalty: 5998.959961
	Iteration 116Q: 3 clusters Score -2.113796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 172746 members 
Entering Unmasked Estep 
Score: -21137966.000000 Penalty: 5998.959961
	Iteration 117Q: 3 clusters Score -2.113797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 172750 members 
Entering Unmasked Estep 
Score: -21137956.000000 Penalty: 5998.959961
	Iteration 118Q: 3 clusters Score -2.113796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -21137958.000000 Penalty: 5998.959961
	Iteration 119Q: 3 clusters Score -2.113796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 172758 members 
Entering Unmasked Estep 
Score: -21137962.000000 Penalty: 5998.959961
	Iteration 120F: 3 clusters Score -2.113796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 172763 members 
Entering Unmasked Estep 
Score: -21137956.000000 Penalty: 5998.959961
	Iteration 121Q: 3 clusters Score -2.113796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 172768 members 
Entering Unmasked Estep 
Score: -21137978.000000 Penalty: 5998.959961
	Iteration 122Q: 3 clusters Score -2.113798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 172773 members 
Entering Unmasked Estep 
Score: -21137974.000000 Penalty: 5998.959961
	Iteration 123Q: 3 clusters Score -2.113797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 172783 members 
Entering Unmasked Estep 
Score: -21137960.000000 Penalty: 5998.959961
	Iteration 124Q: 3 clusters Score -2.113796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 172790 members 
Entering Unmasked Estep 
Score: -21137960.000000 Penalty: 5998.959961
	Iteration 125Q: 3 clusters Score -2.113796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 172795 members 
Entering Unmasked Estep 
Score: -21137952.000000 Penalty: 5998.959961
	Iteration 126Q: 3 clusters Score -2.113795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 172800 members 
Entering Unmasked Estep 
Score: -21137960.000000 Penalty: 5998.959961
	Iteration 127Q: 3 clusters Score -2.113796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 172806 members 
Entering Unmasked Estep 
Score: -21137962.000000 Penalty: 5998.959961
	Iteration 128Q: 3 clusters Score -2.113796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 172813 members 
Entering Unmasked Estep 
Score: -21137944.000000 Penalty: 5998.959961
	Iteration 129Q: 3 clusters Score -2.113794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 172824 members 
Entering Unmasked Estep 
Score: -21137958.000000 Penalty: 5998.959961
	Iteration 130Q: 3 clusters Score -2.113796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -21137936.000000 Penalty: 5998.959961
	Iteration 131Q: 3 clusters Score -2.113794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 172844 members 
Entering Unmasked Estep 
Score: -21137936.000000 Penalty: 5998.959961
	Iteration 132Q: 3 clusters Score -2.113794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 172852 members 
Entering Unmasked Estep 
Score: -21137936.000000 Penalty: 5998.959961
	Iteration 133Q: 3 clusters Score -2.113794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 172865 members 
Entering Unmasked Estep 
Score: -21137954.000000 Penalty: 5998.959961
	Iteration 134Q: 3 clusters Score -2.113795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 172881 members 
Entering Unmasked Estep 
Score: -21137942.000000 Penalty: 5998.959961
	Iteration 135Q: 3 clusters Score -2.113794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 172893 members 
Entering Unmasked Estep 
Score: -21137928.000000 Penalty: 5998.959961
	Iteration 136Q: 3 clusters Score -2.113793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 172909 members 
Entering Unmasked Estep 
Score: -21137920.000000 Penalty: 5998.959961
	Iteration 137Q: 3 clusters Score -2.113792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -21137906.000000 Penalty: 5998.959961
	Iteration 138Q: 3 clusters Score -2.113791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 172937 members 
Entering Unmasked Estep 
Score: -21137906.000000 Penalty: 5998.959961
	Iteration 139Q: 3 clusters Score -2.113791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 172956 members 
Entering Unmasked Estep 
Score: -21137898.000000 Penalty: 5998.959961
	Iteration 140F: 3 clusters Score -2.11379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 172975 members 
Entering Unmasked Estep 
Score: -21137904.000000 Penalty: 5998.959961
	Iteration 141Q: 3 clusters Score -2.11379e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 172989 members 
Entering Unmasked Estep 
Score: -21137906.000000 Penalty: 5998.959961
	Iteration 142Q: 3 clusters Score -2.113791e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 173000 members 
Entering Unmasked Estep 
Score: -21137876.000000 Penalty: 5998.959961
	Iteration 143Q: 3 clusters Score -2.113788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 173005 members 
Entering Unmasked Estep 
Score: -21137888.000000 Penalty: 5998.959961
	Iteration 144Q: 3 clusters Score -2.113789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -21137886.000000 Penalty: 5998.959961
	Iteration 145Q: 3 clusters Score -2.113789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 173012 members 
Entering Unmasked Estep 
Score: -21137890.000000 Penalty: 5998.959961
	Iteration 146Q: 3 clusters Score -2.113789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 173014 members 
Entering Unmasked Estep 
Score: -21137898.000000 Penalty: 5998.959961
	Iteration 147Q: 3 clusters Score -2.11379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -21137892.000000 Penalty: 5998.959961
	Iteration 148Q: 3 clusters Score -2.113789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -21137892.000000 Penalty: 5998.959961
	Iteration 149F: 3 clusters Score -2.113789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Entering Unmasked Estep 
Score: -4173031.000000 Penalty: 2600.003662
	Iteration 0F: 2 clusters Score -4173031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4148680.750000 Penalty: 5200.007324
	Iteration 0F: 3 clusters Score -4148681 nChanged 16285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4157496.250000 Penalty: 5200.007324
	Iteration 1F: 3 clusters Score -4157496 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4158136.750000 Penalty: 5200.007324
	Iteration 2Q: 3 clusters Score -4158137 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -4158832.250000 Penalty: 5200.007324
	Iteration 3Q: 3 clusters Score -4158832 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4159759.750000 Penalty: 5200.007324
	Iteration 4F: 3 clusters Score -4159760 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4160959.500000 Penalty: 5200.007324
	Iteration 5F: 3 clusters Score -4160960 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4162311.750000 Penalty: 5200.007324
	Iteration 6F: 3 clusters Score -4162312 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4163734.750000 Penalty: 5200.007324
	Iteration 7F: 3 clusters Score -4163735 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -4165010.250000 Penalty: 5200.007324
	Iteration 8F: 3 clusters Score -4165010 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4166159.000000 Penalty: 5200.007324
	Iteration 9F: 3 clusters Score -4166159 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -4167193.000000 Penalty: 5200.007324
	Iteration 10Q: 3 clusters Score -4167193 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -4168099.750000 Penalty: 5200.007324
	Iteration 11Q: 3 clusters Score -4168100 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4168865.000000 Penalty: 5200.007324
	Iteration 12Q: 3 clusters Score -4168865 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4169485.000000 Penalty: 5200.007324
	Iteration 13Q: 3 clusters Score -4169485 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4169930.500000 Penalty: 5200.007324
	Iteration 14Q: 3 clusters Score -4169930 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4170251.250000 Penalty: 5200.007324
	Iteration 15Q: 3 clusters Score -4170251 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4170502.000000 Penalty: 5200.007324
	Iteration 16Q: 3 clusters Score -4170502 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4170643.750000 Penalty: 5200.007324
	Iteration 17Q: 3 clusters Score -4170644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4170749.750000 Penalty: 5200.007324
	Iteration 18Q: 3 clusters Score -4170750 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4170841.250000 Penalty: 5200.007324
	Iteration 19Q: 3 clusters Score -4170841 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4170894.250000 Penalty: 5200.007324
	Iteration 20F: 3 clusters Score -4170894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4170938.250000 Penalty: 5200.007324
	Iteration 21Q: 3 clusters Score -4170938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4170959.250000 Penalty: 5200.007324
	Iteration 22Q: 3 clusters Score -4170959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4170976.000000 Penalty: 5200.007324
	Iteration 23Q: 3 clusters Score -4170976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4170990.500000 Penalty: 5200.007324
	Iteration 24Q: 3 clusters Score -4170990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4171006.500000 Penalty: 5200.007324
	Iteration 25Q: 3 clusters Score -4171006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4171009.000000 Penalty: 5200.007324
	Iteration 26Q: 3 clusters Score -4171009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4171018.250000 Penalty: 5200.007324
	Iteration 27Q: 3 clusters Score -4171018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4171015.000000 Penalty: 5200.007324
	Iteration 28Q: 3 clusters Score -4171015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4171022.750000 Penalty: 5200.007324
	Iteration 29Q: 3 clusters Score -4171023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4171021.000000 Penalty: 5200.007324
	Iteration 30Q: 3 clusters Score -4171021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4171021.750000 Penalty: 5200.007324
	Iteration 31Q: 3 clusters Score -4171022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4171025.000000 Penalty: 5200.007324
	Iteration 32Q: 3 clusters Score -4171025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4171024.000000 Penalty: 5200.007324
	Iteration 33Q: 3 clusters Score -4171024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4171024.000000 Penalty: 5200.007324
	Iteration 34F: 3 clusters Score -4171024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Entering Unmasked Estep 
Score: -3785726.250000 Penalty: 2573.090332
	Iteration 0F: 2 clusters Score -3785726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3763762.750000 Penalty: 5146.180664
	Iteration 0F: 3 clusters Score -3763763 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3771548.500000 Penalty: 5146.180664
	Iteration 1F: 3 clusters Score -3771548 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3771994.250000 Penalty: 5146.180664
	Iteration 2Q: 3 clusters Score -3771994 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3772378.750000 Penalty: 5146.180664
	Iteration 3Q: 3 clusters Score -3772379 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -3772835.250000 Penalty: 5146.180664
	Iteration 4Q: 3 clusters Score -3772835 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3773455.250000 Penalty: 5146.180664
	Iteration 5Q: 3 clusters Score -3773455 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3774440.500000 Penalty: 5146.180664
	Iteration 6F: 3 clusters Score -3774440 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3775847.500000 Penalty: 5146.180664
	Iteration 7F: 3 clusters Score -3775848 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3777641.250000 Penalty: 5146.180664
	Iteration 8F: 3 clusters Score -3777641 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -3779445.750000 Penalty: 5146.180664
	Iteration 9F: 3 clusters Score -3779446 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -3781001.000000 Penalty: 5146.180664
	Iteration 10F: 3 clusters Score -3781001 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3782059.500000 Penalty: 5146.180664
	Iteration 11Q: 3 clusters Score -3782060 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3782818.000000 Penalty: 5146.180664
	Iteration 12Q: 3 clusters Score -3782818 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -3783285.250000 Penalty: 5146.180664
	Iteration 13Q: 3 clusters Score -3783285 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3783523.000000 Penalty: 5146.180664
	Iteration 14Q: 3 clusters Score -3783523 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3783688.000000 Penalty: 5146.180664
	Iteration 15Q: 3 clusters Score -3783688 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3783779.750000 Penalty: 5146.180664
	Iteration 16Q: 3 clusters Score -3783780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3783844.500000 Penalty: 5146.180664
	Iteration 17Q: 3 clusters Score -3783844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3783875.500000 Penalty: 5146.180664
	Iteration 18Q: 3 clusters Score -3783876 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3783904.250000 Penalty: 5146.180664
	Iteration 19Q: 3 clusters Score -3783904 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3783944.750000 Penalty: 5146.180664
	Iteration 20F: 3 clusters Score -3783945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3783963.500000 Penalty: 5146.180664
	Iteration 21Q: 3 clusters Score -3783964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3783977.750000 Penalty: 5146.180664
	Iteration 22Q: 3 clusters Score -3783978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3784011.500000 Penalty: 5146.180664
	Iteration 23Q: 3 clusters Score -3784012 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3784034.000000 Penalty: 5146.180664
	Iteration 24Q: 3 clusters Score -3784034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3784047.000000 Penalty: 5146.180664
	Iteration 25Q: 3 clusters Score -3784047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3784054.250000 Penalty: 5146.180664
	Iteration 26Q: 3 clusters Score -3784054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3784069.500000 Penalty: 5146.180664
	Iteration 27Q: 3 clusters Score -3784070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3784063.000000 Penalty: 5146.180664
	Iteration 28Q: 3 clusters Score -3784063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3784064.500000 Penalty: 5146.180664
	Iteration 29Q: 3 clusters Score -3784064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3784071.500000 Penalty: 5146.180664
	Iteration 30Q: 3 clusters Score -3784072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3784070.250000 Penalty: 5146.180664
	Iteration 31Q: 3 clusters Score -3784070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3784081.500000 Penalty: 5146.180664
	Iteration 32Q: 3 clusters Score -3784082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3784074.750000 Penalty: 5146.180664
	Iteration 33Q: 3 clusters Score -3784075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3784074.750000 Penalty: 5146.180664
	Iteration 34Q: 3 clusters Score -3784075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3784079.000000 Penalty: 5146.180664
	Iteration 35Q: 3 clusters Score -3784079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3784080.750000 Penalty: 5146.180664
	Iteration 36Q: 3 clusters Score -3784081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3784080.750000 Penalty: 5146.180664
	Iteration 37F: 3 clusters Score -3784081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1139115.625000 Penalty: 2291.278320
	Iteration 0F: 2 clusters Score -1139116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1131342.875000 Penalty: 4582.556641
	Iteration 0F: 3 clusters Score -1131343 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1133682.500000 Penalty: 4582.556641
	Iteration 1F: 3 clusters Score -1133682 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1134035.000000 Penalty: 4582.556641
	Iteration 2F: 3 clusters Score -1134035 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1134323.375000 Penalty: 4582.556641
	Iteration 3F: 3 clusters Score -1134323 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1134595.750000 Penalty: 4582.556641
	Iteration 4Q: 3 clusters Score -1134596 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1134865.625000 Penalty: 4582.556641
	Iteration 5Q: 3 clusters Score -1134866 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1135156.375000 Penalty: 4582.556641
	Iteration 6Q: 3 clusters Score -1135156 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1135428.250000 Penalty: 4582.556641
	Iteration 7Q: 3 clusters Score -1135428 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1135673.500000 Penalty: 4582.556641
	Iteration 8Q: 3 clusters Score -1135674 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1135959.625000 Penalty: 4582.556641
	Iteration 9Q: 3 clusters Score -1135960 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1136207.250000 Penalty: 4582.556641
	Iteration 10Q: 3 clusters Score -1136207 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1136403.750000 Penalty: 4582.556641
	Iteration 11Q: 3 clusters Score -1136404 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1136562.750000 Penalty: 4582.556641
	Iteration 12Q: 3 clusters Score -1136563 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1136696.500000 Penalty: 4582.556641
	Iteration 13Q: 3 clusters Score -1136696 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1136816.625000 Penalty: 4582.556641
	Iteration 14Q: 3 clusters Score -1136817 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1136902.875000 Penalty: 4582.556641
	Iteration 15Q: 3 clusters Score -1136903 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1136976.125000 Penalty: 4582.556641
	Iteration 16Q: 3 clusters Score -1136976 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1137035.875000 Penalty: 4582.556641
	Iteration 17Q: 3 clusters Score -1137036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1137078.625000 Penalty: 4582.556641
	Iteration 18Q: 3 clusters Score -1137079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1137117.250000 Penalty: 4582.556641
	Iteration 19Q: 3 clusters Score -1137117 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1137149.625000 Penalty: 4582.556641
	Iteration 20F: 3 clusters Score -1137150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1137183.250000 Penalty: 4582.556641
	Iteration 21Q: 3 clusters Score -1137183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1137211.250000 Penalty: 4582.556641
	Iteration 22Q: 3 clusters Score -1137211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1137232.000000 Penalty: 4582.556641
	Iteration 23Q: 3 clusters Score -1137232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1137254.000000 Penalty: 4582.556641
	Iteration 24Q: 3 clusters Score -1137254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1137268.375000 Penalty: 4582.556641
	Iteration 25Q: 3 clusters Score -1137268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1137281.000000 Penalty: 4582.556641
	Iteration 26Q: 3 clusters Score -1137281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1137288.875000 Penalty: 4582.556641
	Iteration 27Q: 3 clusters Score -1137289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1137292.875000 Penalty: 4582.556641
	Iteration 28Q: 3 clusters Score -1137293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1137296.375000 Penalty: 4582.556641
	Iteration 29Q: 3 clusters Score -1137296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1137299.500000 Penalty: 4582.556641
	Iteration 30Q: 3 clusters Score -1137300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1137300.875000 Penalty: 4582.556641
	Iteration 31Q: 3 clusters Score -1137301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1137300.750000 Penalty: 4582.556641
	Iteration 32Q: 3 clusters Score -1137301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1137302.875000 Penalty: 4582.556641
	Iteration 33Q: 3 clusters Score -1137303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1137306.125000 Penalty: 4582.556641
	Iteration 34Q: 3 clusters Score -1137306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1137309.625000 Penalty: 4582.556641
	Iteration 35Q: 3 clusters Score -1137310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1137307.625000 Penalty: 4582.556641
	Iteration 36Q: 3 clusters Score -1137308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1137311.125000 Penalty: 4582.556641
	Iteration 37Q: 3 clusters Score -1137311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1137310.500000 Penalty: 4582.556641
	Iteration 38Q: 3 clusters Score -1137310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1137311.000000 Penalty: 4582.556641
	Iteration 39Q: 3 clusters Score -1137311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1137311.000000 Penalty: 4582.556641
	Iteration 40F: 3 clusters Score -1137311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1137312.250000 Penalty: 4582.556641
	Iteration 41Q: 3 clusters Score -1137312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1137312.250000 Penalty: 4582.556641
	Iteration 42F: 3 clusters Score -1137312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Entering Unmasked Estep 
Score: -6398706.000000 Penalty: 2706.232910
	Iteration 0F: 2 clusters Score -6398706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -6361822.500000 Penalty: 5412.465820
	Iteration 0F: 3 clusters Score -6361822 nChanged 25443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -6376118.000000 Penalty: 5412.465820
	Iteration 1F: 3 clusters Score -6376118 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -6376747.500000 Penalty: 5412.465820
	Iteration 2Q: 3 clusters Score -6376748 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -6377413.500000 Penalty: 5412.465820
	Iteration 3Q: 3 clusters Score -6377414 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -6377998.500000 Penalty: 5412.465820
	Iteration 4Q: 3 clusters Score -6377998 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -6378733.500000 Penalty: 5412.465820
	Iteration 5Q: 3 clusters Score -6378734 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -6379651.000000 Penalty: 5412.465820
	Iteration 6Q: 3 clusters Score -6379651 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -6380640.500000 Penalty: 5412.465820
	Iteration 7Q: 3 clusters Score -6380640 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -6381876.000000 Penalty: 5412.465820
	Iteration 8Q: 3 clusters Score -6381876 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -6383529.500000 Penalty: 5412.465820
	Iteration 9F: 3 clusters Score -6383530 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -6385755.500000 Penalty: 5412.465820
	Iteration 10F: 3 clusters Score -6385756 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -6388538.000000 Penalty: 5412.465820
	Iteration 11F: 3 clusters Score -6388538 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -6391287.000000 Penalty: 5412.465820
	Iteration 12F: 3 clusters Score -6391287 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6393537.500000 Penalty: 5412.465820
	Iteration 13Q: 3 clusters Score -6393538 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6394964.500000 Penalty: 5412.465820
	Iteration 14Q: 3 clusters Score -6394964 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6395664.500000 Penalty: 5412.465820
	Iteration 15Q: 3 clusters Score -6395664 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6395978.500000 Penalty: 5412.465820
	Iteration 16Q: 3 clusters Score -6395978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6396128.500000 Penalty: 5412.465820
	Iteration 17Q: 3 clusters Score -6396128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6396207.000000 Penalty: 5412.465820
	Iteration 18Q: 3 clusters Score -6396207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6396271.500000 Penalty: 5412.465820
	Iteration 19Q: 3 clusters Score -6396272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6396294.500000 Penalty: 5412.465820
	Iteration 20F: 3 clusters Score -6396294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6396307.500000 Penalty: 5412.465820
	Iteration 21Q: 3 clusters Score -6396308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6396339.500000 Penalty: 5412.465820
	Iteration 22Q: 3 clusters Score -6396340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6396344.000000 Penalty: 5412.465820
	Iteration 23Q: 3 clusters Score -6396344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6396347.500000 Penalty: 5412.465820
	Iteration 24Q: 3 clusters Score -6396348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6396356.500000 Penalty: 5412.465820
	Iteration 25Q: 3 clusters Score -6396356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6396362.000000 Penalty: 5412.465820
	Iteration 26Q: 3 clusters Score -6396362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6396362.000000 Penalty: 5412.465820
	Iteration 27F: 3 clusters Score -6396362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105877 members 
Entering Unmasked Estep 
Score: -12043814.000000 Penalty: 2869.368164
	Iteration 0F: 2 clusters Score -1.204381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -11973151.000000 Penalty: 5738.736328
	Iteration 0F: 3 clusters Score -1.197315e+07 nChanged 50153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -12002093.000000 Penalty: 5738.736328
	Iteration 1F: 3 clusters Score -1.200209e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -12003150.000000 Penalty: 5738.736328
	Iteration 2Q: 3 clusters Score -1.200315e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -12004642.000000 Penalty: 5738.736328
	Iteration 3Q: 3 clusters Score -1.200464e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 65346 members 
Entering Unmasked Estep 
Score: -12007371.000000 Penalty: 5738.736328
	Iteration 4F: 3 clusters Score -1.200737e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -12011834.000000 Penalty: 5738.736328
	Iteration 5F: 3 clusters Score -1.201183e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -12018239.000000 Penalty: 5738.736328
	Iteration 6F: 3 clusters Score -1.201824e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -12025668.000000 Penalty: 5738.736328
	Iteration 7F: 3 clusters Score -1.202567e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -12032515.000000 Penalty: 5738.736328
	Iteration 8F: 3 clusters Score -1.203252e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 100108 members 
Entering Unmasked Estep 
Score: -12037132.000000 Penalty: 5738.736328
	Iteration 9Q: 3 clusters Score -1.203713e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -12039464.000000 Penalty: 5738.736328
	Iteration 10Q: 3 clusters Score -1.203946e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -12040526.000000 Penalty: 5738.736328
	Iteration 11Q: 3 clusters Score -1.204053e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 104736 members 
Entering Unmasked Estep 
Score: -12040950.000000 Penalty: 5738.736328
	Iteration 12Q: 3 clusters Score -1.204095e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 104977 members 
Entering Unmasked Estep 
Score: -12041142.000000 Penalty: 5738.736328
	Iteration 13Q: 3 clusters Score -1.204114e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -12041271.000000 Penalty: 5738.736328
	Iteration 14Q: 3 clusters Score -1.204127e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 105191 members 
Entering Unmasked Estep 
Score: -12041373.000000 Penalty: 5738.736328
	Iteration 15Q: 3 clusters Score -1.204137e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 105244 members 
Entering Unmasked Estep 
Score: -12041449.000000 Penalty: 5738.736328
	Iteration 16Q: 3 clusters Score -1.204145e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -12041500.000000 Penalty: 5738.736328
	Iteration 17Q: 3 clusters Score -1.20415e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -12041514.000000 Penalty: 5738.736328
	Iteration 18Q: 3 clusters Score -1.204151e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -12041536.000000 Penalty: 5738.736328
	Iteration 19Q: 3 clusters Score -1.204154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -12041564.000000 Penalty: 5738.736328
	Iteration 20F: 3 clusters Score -1.204156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -12041558.000000 Penalty: 5738.736328
	Iteration 21Q: 3 clusters Score -1.204156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -12041555.000000 Penalty: 5738.736328
	Iteration 22Q: 3 clusters Score -1.204156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -12041569.000000 Penalty: 5738.736328
	Iteration 23Q: 3 clusters Score -1.204157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -12041579.000000 Penalty: 5738.736328
	Iteration 24Q: 3 clusters Score -1.204158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -12041579.000000 Penalty: 5738.736328
	Iteration 25Q: 3 clusters Score -1.204158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -12041575.000000 Penalty: 5738.736328
	Iteration 26Q: 3 clusters Score -1.204158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -12041573.000000 Penalty: 5738.736328
	Iteration 27Q: 3 clusters Score -1.204157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -12041575.000000 Penalty: 5738.736328
	Iteration 28Q: 3 clusters Score -1.204158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -12041575.000000 Penalty: 5738.736328
	Iteration 29Q: 3 clusters Score -1.204158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -12041575.000000 Penalty: 5738.736328
	Iteration 30F: 3 clusters Score -1.204158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244391 members 
Entering Unmasked Estep 
Score: -28542046.000000 Penalty: 3076.818115
	Iteration 0F: 2 clusters Score -2.854205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -28392272.000000 Penalty: 6153.636230
	Iteration 0F: 3 clusters Score -2.839227e+07 nChanged 117872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 124925 members 
Entering Unmasked Estep 
Score: -28461738.000000 Penalty: 6153.636230
	Iteration 1F: 3 clusters Score -2.846174e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117645 members 
Mstep: Class 2 contains 126746 members 
Entering Unmasked Estep 
Score: -28462834.000000 Penalty: 6153.636230
	Iteration 2Q: 3 clusters Score -2.846283e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -28464118.000000 Penalty: 6153.636230
	Iteration 3Q: 3 clusters Score -2.846412e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -28466446.000000 Penalty: 6153.636230
	Iteration 4Q: 3 clusters Score -2.846645e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 141441 members 
Entering Unmasked Estep 
Score: -28470332.000000 Penalty: 6153.636230
	Iteration 5Q: 3 clusters Score -2.847033e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92178 members 
Mstep: Class 2 contains 152213 members 
Entering Unmasked Estep 
Score: -28477018.000000 Penalty: 6153.636230
	Iteration 6F: 3 clusters Score -2.847702e+07 nChanged 16946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 167047 members 
Entering Unmasked Estep 
Score: -28487600.000000 Penalty: 6153.636230
	Iteration 7F: 3 clusters Score -2.84876e+07 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 185016 members 
Entering Unmasked Estep 
Score: -28499288.000000 Penalty: 6153.636230
	Iteration 8F: 3 clusters Score -2.849929e+07 nChanged 18987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 203049 members 
Entering Unmasked Estep 
Score: -28511240.000000 Penalty: 6153.636230
	Iteration 9F: 3 clusters Score -2.851124e+07 nChanged 15206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 217873 members 
Entering Unmasked Estep 
Score: -28520976.000000 Penalty: 6153.636230
	Iteration 10F: 3 clusters Score -2.852098e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 228711 members 
Entering Unmasked Estep 
Score: -28528370.000000 Penalty: 6153.636230
	Iteration 11Q: 3 clusters Score -2.852837e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 235822 members 
Entering Unmasked Estep 
Score: -28533846.000000 Penalty: 6153.636230
	Iteration 12Q: 3 clusters Score -2.853385e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 239852 members 
Entering Unmasked Estep 
Score: -28536654.000000 Penalty: 6153.636230
	Iteration 13Q: 3 clusters Score -2.853665e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 241876 members 
Entering Unmasked Estep 
Score: -28538024.000000 Penalty: 6153.636230
	Iteration 14Q: 3 clusters Score -2.853802e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 242776 members 
Entering Unmasked Estep 
Score: -28538714.000000 Penalty: 6153.636230
	Iteration 15Q: 3 clusters Score -2.853871e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 243178 members 
Entering Unmasked Estep 
Score: -28539048.000000 Penalty: 6153.636230
	Iteration 16Q: 3 clusters Score -2.853905e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 243364 members 
Entering Unmasked Estep 
Score: -28539202.000000 Penalty: 6153.636230
	Iteration 17Q: 3 clusters Score -2.85392e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 243460 members 
Entering Unmasked Estep 
Score: -28539272.000000 Penalty: 6153.636230
	Iteration 18Q: 3 clusters Score -2.853927e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 243525 members 
Entering Unmasked Estep 
Score: -28539370.000000 Penalty: 6153.636230
	Iteration 19Q: 3 clusters Score -2.853937e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 243558 members 
Entering Unmasked Estep 
Score: -28539378.000000 Penalty: 6153.636230
	Iteration 20F: 3 clusters Score -2.853938e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 243577 members 
Entering Unmasked Estep 
Score: -28539444.000000 Penalty: 6153.636230
	Iteration 21Q: 3 clusters Score -2.853944e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 243600 members 
Entering Unmasked Estep 
Score: -28539470.000000 Penalty: 6153.636230
	Iteration 22Q: 3 clusters Score -2.853947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 243623 members 
Entering Unmasked Estep 
Score: -28539484.000000 Penalty: 6153.636230
	Iteration 23Q: 3 clusters Score -2.853948e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 243638 members 
Entering Unmasked Estep 
Score: -28539548.000000 Penalty: 6153.636230
	Iteration 24Q: 3 clusters Score -2.853955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 243640 members 
Entering Unmasked Estep 
Score: -28539558.000000 Penalty: 6153.636230
	Iteration 25Q: 3 clusters Score -2.853956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 243645 members 
Entering Unmasked Estep 
Score: -28539572.000000 Penalty: 6153.636230
	Iteration 26Q: 3 clusters Score -2.853957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 243655 members 
Entering Unmasked Estep 
Score: -28539608.000000 Penalty: 6153.636230
	Iteration 27Q: 3 clusters Score -2.853961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 243660 members 
Entering Unmasked Estep 
Score: -28539620.000000 Penalty: 6153.636230
	Iteration 28Q: 3 clusters Score -2.853962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 243658 members 
Entering Unmasked Estep 
Score: -28539620.000000 Penalty: 6153.636230
	Iteration 29Q: 3 clusters Score -2.853962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 243653 members 
Entering Unmasked Estep 
Score: -28539622.000000 Penalty: 6153.636230
	Iteration 30Q: 3 clusters Score -2.853962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 243646 members 
Entering Unmasked Estep 
Score: -28539610.000000 Penalty: 6153.636230
	Iteration 31Q: 3 clusters Score -2.853961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 243643 members 
Entering Unmasked Estep 
Score: -28539608.000000 Penalty: 6153.636230
	Iteration 32Q: 3 clusters Score -2.853961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 243641 members 
Entering Unmasked Estep 
Score: -28539590.000000 Penalty: 6153.636230
	Iteration 33Q: 3 clusters Score -2.853959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 243645 members 
Entering Unmasked Estep 
Score: -28539626.000000 Penalty: 6153.636230
	Iteration 34Q: 3 clusters Score -2.853963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 243648 members 
Entering Unmasked Estep 
Score: -28539638.000000 Penalty: 6153.636230
	Iteration 35Q: 3 clusters Score -2.853964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 243649 members 
Entering Unmasked Estep 
Score: -28539638.000000 Penalty: 6153.636230
	Iteration 36Q: 3 clusters Score -2.853964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 243650 members 
Entering Unmasked Estep 
Score: -28539658.000000 Penalty: 6153.636230
	Iteration 37Q: 3 clusters Score -2.853966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 243645 members 
Entering Unmasked Estep 
Score: -28539652.000000 Penalty: 6153.636230
	Iteration 38Q: 3 clusters Score -2.853965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 243644 members 
Entering Unmasked Estep 
Score: -28539670.000000 Penalty: 6153.636230
	Iteration 39Q: 3 clusters Score -2.853967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 243645 members 
Entering Unmasked Estep 
Score: -28539682.000000 Penalty: 6153.636230
	Iteration 40F: 3 clusters Score -2.853968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 243653 members 
Entering Unmasked Estep 
Score: -28539698.000000 Penalty: 6153.636230
	Iteration 41Q: 3 clusters Score -2.85397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 243665 members 
Entering Unmasked Estep 
Score: -28539696.000000 Penalty: 6153.636230
	Iteration 42Q: 3 clusters Score -2.85397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 243670 members 
Entering Unmasked Estep 
Score: -28539708.000000 Penalty: 6153.636230
	Iteration 43Q: 3 clusters Score -2.853971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 243670 members 
Entering Unmasked Estep 
Score: -28539720.000000 Penalty: 6153.636230
	Iteration 44Q: 3 clusters Score -2.853972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 243665 members 
Entering Unmasked Estep 
Score: -28539740.000000 Penalty: 6153.636230
	Iteration 45Q: 3 clusters Score -2.853974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 243655 members 
Entering Unmasked Estep 
Score: -28539766.000000 Penalty: 6153.636230
	Iteration 46Q: 3 clusters Score -2.853977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 243658 members 
Entering Unmasked Estep 
Score: -28539776.000000 Penalty: 6153.636230
	Iteration 47Q: 3 clusters Score -2.853978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 243657 members 
Entering Unmasked Estep 
Score: -28539786.000000 Penalty: 6153.636230
	Iteration 48Q: 3 clusters Score -2.853979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 243657 members 
Entering Unmasked Estep 
Score: -28539784.000000 Penalty: 6153.636230
	Iteration 49Q: 3 clusters Score -2.853978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 243652 members 
Entering Unmasked Estep 
Score: -28539808.000000 Penalty: 6153.636230
	Iteration 50Q: 3 clusters Score -2.853981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 243653 members 
Entering Unmasked Estep 
Score: -28539810.000000 Penalty: 6153.636230
	Iteration 51Q: 3 clusters Score -2.853981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 243652 members 
Entering Unmasked Estep 
Score: -28539808.000000 Penalty: 6153.636230
	Iteration 52Q: 3 clusters Score -2.853981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 243654 members 
Entering Unmasked Estep 
Score: -28539808.000000 Penalty: 6153.636230
	Iteration 53Q: 3 clusters Score -2.853981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 243653 members 
Entering Unmasked Estep 
Score: -28539848.000000 Penalty: 6153.636230
	Iteration 54Q: 3 clusters Score -2.853985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 243653 members 
Entering Unmasked Estep 
Score: -28539844.000000 Penalty: 6153.636230
	Iteration 55Q: 3 clusters Score -2.853984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 243652 members 
Entering Unmasked Estep 
Score: -28539866.000000 Penalty: 6153.636230
	Iteration 56Q: 3 clusters Score -2.853987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 243649 members 
Entering Unmasked Estep 
Score: -28539870.000000 Penalty: 6153.636230
	Iteration 57Q: 3 clusters Score -2.853987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 243648 members 
Entering Unmasked Estep 
Score: -28539856.000000 Penalty: 6153.636230
	Iteration 58Q: 3 clusters Score -2.853986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 243647 members 
Entering Unmasked Estep 
Score: -28539872.000000 Penalty: 6153.636230
	Iteration 59Q: 3 clusters Score -2.853987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 243645 members 
Entering Unmasked Estep 
Score: -28539862.000000 Penalty: 6153.636230
	Iteration 60F: 3 clusters Score -2.853986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 243644 members 
Entering Unmasked Estep 
Score: -28539856.000000 Penalty: 6153.636230
	Iteration 61Q: 3 clusters Score -2.853986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 243639 members 
Entering Unmasked Estep 
Score: -28539858.000000 Penalty: 6153.636230
	Iteration 62Q: 3 clusters Score -2.853986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 243640 members 
Entering Unmasked Estep 
Score: -28539848.000000 Penalty: 6153.636230
	Iteration 63Q: 3 clusters Score -2.853985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 243639 members 
Entering Unmasked Estep 
Score: -28539840.000000 Penalty: 6153.636230
	Iteration 64Q: 3 clusters Score -2.853984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 243633 members 
Entering Unmasked Estep 
Score: -28539856.000000 Penalty: 6153.636230
	Iteration 65Q: 3 clusters Score -2.853986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 243629 members 
Entering Unmasked Estep 
Score: -28539876.000000 Penalty: 6153.636230
	Iteration 66Q: 3 clusters Score -2.853988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 243624 members 
Entering Unmasked Estep 
Score: -28539868.000000 Penalty: 6153.636230
	Iteration 67Q: 3 clusters Score -2.853987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 243624 members 
Entering Unmasked Estep 
Score: -28539858.000000 Penalty: 6153.636230
	Iteration 68Q: 3 clusters Score -2.853986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 243621 members 
Entering Unmasked Estep 
Score: -28539864.000000 Penalty: 6153.636230
	Iteration 69Q: 3 clusters Score -2.853986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 243621 members 
Entering Unmasked Estep 
Score: -28539864.000000 Penalty: 6153.636230
	Iteration 70F: 3 clusters Score -2.853986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Entering Unmasked Estep 
Score: -2608465.500000 Penalty: 2479.960938
	Iteration 0F: 2 clusters Score -2608466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2593038.250000 Penalty: 4959.921875
	Iteration 0F: 3 clusters Score -2593038 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2598232.000000 Penalty: 4959.921875
	Iteration 1F: 3 clusters Score -2598232 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2598682.000000 Penalty: 4959.921875
	Iteration 2F: 3 clusters Score -2598682 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2599119.000000 Penalty: 4959.921875
	Iteration 3F: 3 clusters Score -2599119 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2599581.750000 Penalty: 4959.921875
	Iteration 4Q: 3 clusters Score -2599582 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2600137.250000 Penalty: 4959.921875
	Iteration 5Q: 3 clusters Score -2600137 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2600775.250000 Penalty: 4959.921875
	Iteration 6F: 3 clusters Score -2600775 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2601499.000000 Penalty: 4959.921875
	Iteration 7F: 3 clusters Score -2601499 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2602288.000000 Penalty: 4959.921875
	Iteration 8F: 3 clusters Score -2602288 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2603055.250000 Penalty: 4959.921875
	Iteration 9F: 3 clusters Score -2603055 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2603862.250000 Penalty: 4959.921875
	Iteration 10Q: 3 clusters Score -2603862 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2604706.000000 Penalty: 4959.921875
	Iteration 11Q: 3 clusters Score -2604706 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2605585.750000 Penalty: 4959.921875
	Iteration 12Q: 3 clusters Score -2605586 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2606451.750000 Penalty: 4959.921875
	Iteration 13Q: 3 clusters Score -2606452 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2607144.500000 Penalty: 4959.921875
	Iteration 14Q: 3 clusters Score -2607144 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2607492.750000 Penalty: 4959.921875
	Iteration 15Q: 3 clusters Score -2607493 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2607652.750000 Penalty: 4959.921875
	Iteration 16Q: 3 clusters Score -2607653 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2607724.500000 Penalty: 4959.921875
	Iteration 17Q: 3 clusters Score -2607724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2607763.500000 Penalty: 4959.921875
	Iteration 18Q: 3 clusters Score -2607764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2607779.250000 Penalty: 4959.921875
	Iteration 19Q: 3 clusters Score -2607779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2607791.750000 Penalty: 4959.921875
	Iteration 20F: 3 clusters Score -2607792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2607799.750000 Penalty: 4959.921875
	Iteration 21Q: 3 clusters Score -2607800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2607802.500000 Penalty: 4959.921875
	Iteration 22Q: 3 clusters Score -2607802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2607804.250000 Penalty: 4959.921875
	Iteration 23Q: 3 clusters Score -2607804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2607814.750000 Penalty: 4959.921875
	Iteration 24Q: 3 clusters Score -2607815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2607810.750000 Penalty: 4959.921875
	Iteration 25Q: 3 clusters Score -2607811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2607815.000000 Penalty: 4959.921875
	Iteration 26Q: 3 clusters Score -2607815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2607814.000000 Penalty: 4959.921875
	Iteration 27Q: 3 clusters Score -2607814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2607813.500000 Penalty: 4959.921875
	Iteration 28Q: 3 clusters Score -2607814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2607814.500000 Penalty: 4959.921875
	Iteration 29Q: 3 clusters Score -2607814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2607816.000000 Penalty: 4959.921875
	Iteration 30Q: 3 clusters Score -2607816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2607817.750000 Penalty: 4959.921875
	Iteration 31Q: 3 clusters Score -2607818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2607815.250000 Penalty: 4959.921875
	Iteration 32Q: 3 clusters Score -2607815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2607812.750000 Penalty: 4959.921875
	Iteration 33Q: 3 clusters Score -2607813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2607815.000000 Penalty: 4959.921875
	Iteration 34Q: 3 clusters Score -2607815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2607815.000000 Penalty: 4959.921875
	Iteration 35F: 3 clusters Score -2607815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66314.960938 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66314.96 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66794.835938 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66794.84 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66959.039062 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -66959.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67060.406250 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -67060.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -67249.460938 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -67249.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67455.273438 Penalty: 3246.493408
	Iteration 5F: 3 clusters Score -67455.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67564.023438 Penalty: 3246.493408
	Iteration 6F: 3 clusters Score -67564.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67640.937500 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67640.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -67694.335938 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67694.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67746.039062 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67746.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -67768.023438 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67768.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67788.101562 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67810.281250 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -67810.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67852.882812 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -67852.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67879.320312 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -67879.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67906.312500 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -67906.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67916.757812 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -67916.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67942.960938 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -67942.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67995.601562 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -67995.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68044.414062 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -68044.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -68123.078125 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -68123.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68159.531250 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -68159.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68187.812500 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -68187.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68204.140625 Penalty: 3246.493408
	Iteration 23Q: 3 clusters Score -68204.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68214.046875 Penalty: 3246.493408
	Iteration 24Q: 3 clusters Score -68214.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68221.343750 Penalty: 3246.493408
	Iteration 25Q: 3 clusters Score -68221.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68226.984375 Penalty: 3246.493408
	Iteration 26Q: 3 clusters Score -68226.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68244.171875 Penalty: 3246.493408
	Iteration 27Q: 3 clusters Score -68244.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -68262.929688 Penalty: 3246.493408
	Iteration 28Q: 3 clusters Score -68262.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68348.070312 Penalty: 3246.493408
	Iteration 29Q: 3 clusters Score -68348.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68437.281250 Penalty: 3246.493408
	Iteration 30Q: 3 clusters Score -68437.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68450.335938 Penalty: 3246.493408
	Iteration 31Q: 3 clusters Score -68450.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68450.335938 Penalty: 3246.493408
	Iteration 32F: 3 clusters Score -68450.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 468 members 
Mstep: Class 15 contains 143978 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188351 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38325 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37622 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Mstep: Class 41 contains 228 members 
Entering Unmasked Estep 
Score: -225985056.000000 Penalty: 147590.875000
Splitting cluster 14 changes total score from -225986480.000000 to -225985056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (143978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143978 members 
Entering Unmasked Estep 
Score: -16974988.000000 Penalty: 2945.599121
	Iteration 0F: 2 clusters Score -1.697499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -16878574.000000 Penalty: 5891.198242
	Iteration 0F: 3 clusters Score -1.687857e+07 nChanged 68632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -16918054.000000 Penalty: 5891.198242
	Iteration 1F: 3 clusters Score -1.691805e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 74791 members 
Entering Unmasked Estep 
Score: -16919024.000000 Penalty: 5891.198242
	Iteration 2Q: 3 clusters Score -1.691902e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -16920602.000000 Penalty: 5891.198242
	Iteration 3Q: 3 clusters Score -1.69206e+07 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63794 members 
Mstep: Class 2 contains 80184 members 
Entering Unmasked Estep 
Score: -16922944.000000 Penalty: 5891.198242
	Iteration 4Q: 3 clusters Score -1.692294e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 85224 members 
Entering Unmasked Estep 
Score: -16926882.000000 Penalty: 5891.198242
	Iteration 5F: 3 clusters Score -1.692688e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -16932554.000000 Penalty: 5891.198242
	Iteration 6F: 3 clusters Score -1.693255e+07 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -16939496.000000 Penalty: 5891.198242
	Iteration 7F: 3 clusters Score -1.69395e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -16946510.000000 Penalty: 5891.198242
	Iteration 8F: 3 clusters Score -1.694651e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 115093 members 
Entering Unmasked Estep 
Score: -16952610.000000 Penalty: 5891.198242
	Iteration 9F: 3 clusters Score -1.695261e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 121434 members 
Entering Unmasked Estep 
Score: -16957848.000000 Penalty: 5891.198242
	Iteration 10Q: 3 clusters Score -1.695785e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -16962134.000000 Penalty: 5891.198242
	Iteration 11Q: 3 clusters Score -1.696213e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 130133 members 
Entering Unmasked Estep 
Score: -16965206.000000 Penalty: 5891.198242
	Iteration 12Q: 3 clusters Score -1.696521e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 132684 members 
Entering Unmasked Estep 
Score: -16967400.000000 Penalty: 5891.198242
	Iteration 13Q: 3 clusters Score -1.69674e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 134396 members 
Entering Unmasked Estep 
Score: -16968792.000000 Penalty: 5891.198242
	Iteration 14Q: 3 clusters Score -1.696879e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 135697 members 
Entering Unmasked Estep 
Score: -16969674.000000 Penalty: 5891.198242
	Iteration 15Q: 3 clusters Score -1.696967e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 136662 members 
Entering Unmasked Estep 
Score: -16970220.000000 Penalty: 5891.198242
	Iteration 16Q: 3 clusters Score -1.697022e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 137476 members 
Entering Unmasked Estep 
Score: -16970566.000000 Penalty: 5891.198242
	Iteration 17Q: 3 clusters Score -1.697057e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 138189 members 
Entering Unmasked Estep 
Score: -16970894.000000 Penalty: 5891.198242
	Iteration 18Q: 3 clusters Score -1.697089e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 138801 members 
Entering Unmasked Estep 
Score: -16971172.000000 Penalty: 5891.198242
	Iteration 19Q: 3 clusters Score -1.697117e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 139310 members 
Entering Unmasked Estep 
Score: -16971380.000000 Penalty: 5891.198242
	Iteration 20F: 3 clusters Score -1.697138e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 139745 members 
Entering Unmasked Estep 
Score: -16971484.000000 Penalty: 5891.198242
	Iteration 21Q: 3 clusters Score -1.697148e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 140104 members 
Entering Unmasked Estep 
Score: -16971706.000000 Penalty: 5891.198242
	Iteration 22Q: 3 clusters Score -1.697171e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 140432 members 
Entering Unmasked Estep 
Score: -16971834.000000 Penalty: 5891.198242
	Iteration 23Q: 3 clusters Score -1.697183e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 140712 members 
Entering Unmasked Estep 
Score: -16971896.000000 Penalty: 5891.198242
	Iteration 24Q: 3 clusters Score -1.69719e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 140957 members 
Entering Unmasked Estep 
Score: -16971992.000000 Penalty: 5891.198242
	Iteration 25Q: 3 clusters Score -1.697199e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 141166 members 
Entering Unmasked Estep 
Score: -16972080.000000 Penalty: 5891.198242
	Iteration 26Q: 3 clusters Score -1.697208e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 141330 members 
Entering Unmasked Estep 
Score: -16972120.000000 Penalty: 5891.198242
	Iteration 27Q: 3 clusters Score -1.697212e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 141455 members 
Entering Unmasked Estep 
Score: -16972162.000000 Penalty: 5891.198242
	Iteration 28Q: 3 clusters Score -1.697216e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 141567 members 
Entering Unmasked Estep 
Score: -16972232.000000 Penalty: 5891.198242
	Iteration 29Q: 3 clusters Score -1.697223e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 141663 members 
Entering Unmasked Estep 
Score: -16972254.000000 Penalty: 5891.198242
	Iteration 30Q: 3 clusters Score -1.697225e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 141753 members 
Entering Unmasked Estep 
Score: -16972256.000000 Penalty: 5891.198242
	Iteration 31Q: 3 clusters Score -1.697226e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 141822 members 
Entering Unmasked Estep 
Score: -16972264.000000 Penalty: 5891.198242
	Iteration 32Q: 3 clusters Score -1.697226e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -16972288.000000 Penalty: 5891.198242
	Iteration 33Q: 3 clusters Score -1.697229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 141910 members 
Entering Unmasked Estep 
Score: -16972286.000000 Penalty: 5891.198242
	Iteration 34Q: 3 clusters Score -1.697229e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 141940 members 
Entering Unmasked Estep 
Score: -16972314.000000 Penalty: 5891.198242
	Iteration 35Q: 3 clusters Score -1.697231e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 141974 members 
Entering Unmasked Estep 
Score: -16972298.000000 Penalty: 5891.198242
	Iteration 36Q: 3 clusters Score -1.69723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 142008 members 
Entering Unmasked Estep 
Score: -16972304.000000 Penalty: 5891.198242
	Iteration 37Q: 3 clusters Score -1.69723e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -16972318.000000 Penalty: 5891.198242
	Iteration 38Q: 3 clusters Score -1.697232e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 142078 members 
Entering Unmasked Estep 
Score: -16972318.000000 Penalty: 5891.198242
	Iteration 39Q: 3 clusters Score -1.697232e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 142122 members 
Entering Unmasked Estep 
Score: -16972332.000000 Penalty: 5891.198242
	Iteration 40F: 3 clusters Score -1.697233e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 142151 members 
Entering Unmasked Estep 
Score: -16972338.000000 Penalty: 5891.198242
	Iteration 41Q: 3 clusters Score -1.697234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 142192 members 
Entering Unmasked Estep 
Score: -16972356.000000 Penalty: 5891.198242
	Iteration 42Q: 3 clusters Score -1.697236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -16972360.000000 Penalty: 5891.198242
	Iteration 43Q: 3 clusters Score -1.697236e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 142268 members 
Entering Unmasked Estep 
Score: -16972416.000000 Penalty: 5891.198242
	Iteration 44Q: 3 clusters Score -1.697242e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 142303 members 
Entering Unmasked Estep 
Score: -16972426.000000 Penalty: 5891.198242
	Iteration 45Q: 3 clusters Score -1.697243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 142329 members 
Entering Unmasked Estep 
Score: -16972434.000000 Penalty: 5891.198242
	Iteration 46Q: 3 clusters Score -1.697243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 142355 members 
Entering Unmasked Estep 
Score: -16972454.000000 Penalty: 5891.198242
	Iteration 47Q: 3 clusters Score -1.697245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 142373 members 
Entering Unmasked Estep 
Score: -16972460.000000 Penalty: 5891.198242
	Iteration 48Q: 3 clusters Score -1.697246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 142399 members 
Entering Unmasked Estep 
Score: -16972482.000000 Penalty: 5891.198242
	Iteration 49Q: 3 clusters Score -1.697248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 142418 members 
Entering Unmasked Estep 
Score: -16972464.000000 Penalty: 5891.198242
	Iteration 50Q: 3 clusters Score -1.697246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 142439 members 
Entering Unmasked Estep 
Score: -16972484.000000 Penalty: 5891.198242
	Iteration 51Q: 3 clusters Score -1.697248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 142454 members 
Entering Unmasked Estep 
Score: -16972494.000000 Penalty: 5891.198242
	Iteration 52Q: 3 clusters Score -1.697249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 142470 members 
Entering Unmasked Estep 
Score: -16972514.000000 Penalty: 5891.198242
	Iteration 53Q: 3 clusters Score -1.697251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -16972516.000000 Penalty: 5891.198242
	Iteration 54Q: 3 clusters Score -1.697252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 142503 members 
Entering Unmasked Estep 
Score: -16972520.000000 Penalty: 5891.198242
	Iteration 55Q: 3 clusters Score -1.697252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 142519 members 
Entering Unmasked Estep 
Score: -16972532.000000 Penalty: 5891.198242
	Iteration 56Q: 3 clusters Score -1.697253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 142534 members 
Entering Unmasked Estep 
Score: -16972548.000000 Penalty: 5891.198242
	Iteration 57Q: 3 clusters Score -1.697255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -16972560.000000 Penalty: 5891.198242
	Iteration 58Q: 3 clusters Score -1.697256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -16972560.000000 Penalty: 5891.198242
	Iteration 59Q: 3 clusters Score -1.697256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 142572 members 
Entering Unmasked Estep 
Score: -16972560.000000 Penalty: 5891.198242
	Iteration 60F: 3 clusters Score -1.697256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 142580 members 
Entering Unmasked Estep 
Score: -16972552.000000 Penalty: 5891.198242
	Iteration 61Q: 3 clusters Score -1.697255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -16972550.000000 Penalty: 5891.198242
	Iteration 62Q: 3 clusters Score -1.697255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 142598 members 
Entering Unmasked Estep 
Score: -16972558.000000 Penalty: 5891.198242
	Iteration 63Q: 3 clusters Score -1.697256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 142603 members 
Entering Unmasked Estep 
Score: -16972556.000000 Penalty: 5891.198242
	Iteration 64Q: 3 clusters Score -1.697256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 142605 members 
Entering Unmasked Estep 
Score: -16972562.000000 Penalty: 5891.198242
	Iteration 65Q: 3 clusters Score -1.697256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 142607 members 
Entering Unmasked Estep 
Score: -16972566.000000 Penalty: 5891.198242
	Iteration 66Q: 3 clusters Score -1.697257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 142609 members 
Entering Unmasked Estep 
Score: -16972556.000000 Penalty: 5891.198242
	Iteration 67Q: 3 clusters Score -1.697256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 142611 members 
Entering Unmasked Estep 
Score: -16972546.000000 Penalty: 5891.198242
	Iteration 68Q: 3 clusters Score -1.697255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -16972550.000000 Penalty: 5891.198242
	Iteration 69Q: 3 clusters Score -1.697255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -16972556.000000 Penalty: 5891.198242
	Iteration 70Q: 3 clusters Score -1.697256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -16972542.000000 Penalty: 5891.198242
	Iteration 71Q: 3 clusters Score -1.697254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 142616 members 
Entering Unmasked Estep 
Score: -16972548.000000 Penalty: 5891.198242
	Iteration 72Q: 3 clusters Score -1.697255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -16972562.000000 Penalty: 5891.198242
	Iteration 73Q: 3 clusters Score -1.697256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -16972550.000000 Penalty: 5891.198242
	Iteration 74Q: 3 clusters Score -1.697255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 142622 members 
Entering Unmasked Estep 
Score: -16972548.000000 Penalty: 5891.198242
	Iteration 75Q: 3 clusters Score -1.697255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 142624 members 
Entering Unmasked Estep 
Score: -16972554.000000 Penalty: 5891.198242
	Iteration 76Q: 3 clusters Score -1.697255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 142627 members 
Entering Unmasked Estep 
Score: -16972550.000000 Penalty: 5891.198242
	Iteration 77Q: 3 clusters Score -1.697255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -16972554.000000 Penalty: 5891.198242
	Iteration 78Q: 3 clusters Score -1.697255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -16972548.000000 Penalty: 5891.198242
	Iteration 79Q: 3 clusters Score -1.697255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 142631 members 
Entering Unmasked Estep 
Score: -16972548.000000 Penalty: 5891.198242
	Iteration 80F: 3 clusters Score -1.697255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 142635 members 
Entering Unmasked Estep 
Score: -16972552.000000 Penalty: 5891.198242
	Iteration 81Q: 3 clusters Score -1.697255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
Score: -16972554.000000 Penalty: 5891.198242
	Iteration 82Q: 3 clusters Score -1.697255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 142638 members 
Entering Unmasked Estep 
Score: -16972556.000000 Penalty: 5891.198242
	Iteration 83Q: 3 clusters Score -1.697256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 142639 members 
Entering Unmasked Estep 
Score: -16972546.000000 Penalty: 5891.198242
	Iteration 84Q: 3 clusters Score -1.697255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 142639 members 
Entering Unmasked Estep 
Score: -16972546.000000 Penalty: 5891.198242
	Iteration 85F: 3 clusters Score -1.697255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Entering Unmasked Estep 
Score: -2763395.750000 Penalty: 2501.961670
	Iteration 0F: 2 clusters Score -2763396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2746788.250000 Penalty: 5003.923340
	Iteration 0F: 3 clusters Score -2746788 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2752573.750000 Penalty: 5003.923340
	Iteration 1F: 3 clusters Score -2752574 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2753021.250000 Penalty: 5003.923340
	Iteration 2F: 3 clusters Score -2753021 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2753417.750000 Penalty: 5003.923340
	Iteration 3Q: 3 clusters Score -2753418 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2753838.000000 Penalty: 5003.923340
	Iteration 4Q: 3 clusters Score -2753838 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2754269.000000 Penalty: 5003.923340
	Iteration 5Q: 3 clusters Score -2754269 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2754789.500000 Penalty: 5003.923340
	Iteration 6Q: 3 clusters Score -2754790 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2755391.500000 Penalty: 5003.923340
	Iteration 7Q: 3 clusters Score -2755392 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2756028.250000 Penalty: 5003.923340
	Iteration 8Q: 3 clusters Score -2756028 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2756737.000000 Penalty: 5003.923340
	Iteration 9Q: 3 clusters Score -2756737 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2757390.500000 Penalty: 5003.923340
	Iteration 10Q: 3 clusters Score -2757390 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2757954.250000 Penalty: 5003.923340
	Iteration 11Q: 3 clusters Score -2757954 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2758475.000000 Penalty: 5003.923340
	Iteration 12Q: 3 clusters Score -2758475 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2758982.000000 Penalty: 5003.923340
	Iteration 13Q: 3 clusters Score -2758982 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2759479.750000 Penalty: 5003.923340
	Iteration 14Q: 3 clusters Score -2759480 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2759945.250000 Penalty: 5003.923340
	Iteration 15Q: 3 clusters Score -2759945 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2760346.250000 Penalty: 5003.923340
	Iteration 16Q: 3 clusters Score -2760346 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2760649.250000 Penalty: 5003.923340
	Iteration 17Q: 3 clusters Score -2760649 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2760853.250000 Penalty: 5003.923340
	Iteration 18Q: 3 clusters Score -2760853 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -2760975.000000 Penalty: 5003.923340
	Iteration 19Q: 3 clusters Score -2760975 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2761068.500000 Penalty: 5003.923340
	Iteration 20F: 3 clusters Score -2761068 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2761144.250000 Penalty: 5003.923340
	Iteration 21Q: 3 clusters Score -2761144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2761176.750000 Penalty: 5003.923340
	Iteration 22Q: 3 clusters Score -2761177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2761214.000000 Penalty: 5003.923340
	Iteration 23Q: 3 clusters Score -2761214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2761236.000000 Penalty: 5003.923340
	Iteration 24Q: 3 clusters Score -2761236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2761264.750000 Penalty: 5003.923340
	Iteration 25Q: 3 clusters Score -2761265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2761280.000000 Penalty: 5003.923340
	Iteration 26Q: 3 clusters Score -2761280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2761301.500000 Penalty: 5003.923340
	Iteration 27Q: 3 clusters Score -2761302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2761315.000000 Penalty: 5003.923340
	Iteration 28Q: 3 clusters Score -2761315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -2761317.000000 Penalty: 5003.923340
	Iteration 29Q: 3 clusters Score -2761317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2761323.500000 Penalty: 5003.923340
	Iteration 30Q: 3 clusters Score -2761324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2761324.500000 Penalty: 5003.923340
	Iteration 31Q: 3 clusters Score -2761324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2761324.500000 Penalty: 5003.923340
	Iteration 32Q: 3 clusters Score -2761324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -2761329.000000 Penalty: 5003.923340
	Iteration 33Q: 3 clusters Score -2761329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2761332.500000 Penalty: 5003.923340
	Iteration 34Q: 3 clusters Score -2761332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2761332.750000 Penalty: 5003.923340
	Iteration 35Q: 3 clusters Score -2761333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2761339.000000 Penalty: 5003.923340
	Iteration 36Q: 3 clusters Score -2761339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2761340.000000 Penalty: 5003.923340
	Iteration 37Q: 3 clusters Score -2761340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2761338.000000 Penalty: 5003.923340
	Iteration 38Q: 3 clusters Score -2761338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2761336.000000 Penalty: 5003.923340
	Iteration 39Q: 3 clusters Score -2761336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2761340.000000 Penalty: 5003.923340
	Iteration 40F: 3 clusters Score -2761340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117773 members 
Entering Unmasked Estep 
Score: -13477704.000000 Penalty: 2895.775635
	Iteration 0F: 2 clusters Score -1.34777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -13398841.000000 Penalty: 5791.551270
	Iteration 0F: 3 clusters Score -1.339884e+07 nChanged 55885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -13431258.000000 Penalty: 5791.551270
	Iteration 1F: 3 clusters Score -1.343126e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -13432719.000000 Penalty: 5791.551270
	Iteration 2Q: 3 clusters Score -1.343272e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -13435240.000000 Penalty: 5791.551270
	Iteration 3Q: 3 clusters Score -1.343524e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -13439952.000000 Penalty: 5791.551270
	Iteration 4F: 3 clusters Score -1.343995e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -13447842.000000 Penalty: 5791.551270
	Iteration 5F: 3 clusters Score -1.344784e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 100877 members 
Entering Unmasked Estep 
Score: -13458239.000000 Penalty: 5791.551270
	Iteration 6F: 3 clusters Score -1.345824e+07 nChanged 9126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -13467633.000000 Penalty: 5791.551270
	Iteration 7F: 3 clusters Score -1.346763e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -13472648.000000 Penalty: 5791.551270
	Iteration 8Q: 3 clusters Score -1.347265e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 116830 members 
Entering Unmasked Estep 
Score: -13474309.000000 Penalty: 5791.551270
	Iteration 9Q: 3 clusters Score -1.347431e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 117318 members 
Entering Unmasked Estep 
Score: -13474770.000000 Penalty: 5791.551270
	Iteration 10Q: 3 clusters Score -1.347477e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 117457 members 
Entering Unmasked Estep 
Score: -13474918.000000 Penalty: 5791.551270
	Iteration 11Q: 3 clusters Score -1.347492e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 117492 members 
Entering Unmasked Estep 
Score: -13475009.000000 Penalty: 5791.551270
	Iteration 12Q: 3 clusters Score -1.347501e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 117512 members 
Entering Unmasked Estep 
Score: -13475047.000000 Penalty: 5791.551270
	Iteration 13Q: 3 clusters Score -1.347505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -13475076.000000 Penalty: 5791.551270
	Iteration 14Q: 3 clusters Score -1.347508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -13475087.000000 Penalty: 5791.551270
	Iteration 15Q: 3 clusters Score -1.347509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 117531 members 
Entering Unmasked Estep 
Score: -13475126.000000 Penalty: 5791.551270
	Iteration 16Q: 3 clusters Score -1.347513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 117536 members 
Entering Unmasked Estep 
Score: -13475125.000000 Penalty: 5791.551270
	Iteration 17Q: 3 clusters Score -1.347512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -13475128.000000 Penalty: 5791.551270
	Iteration 18Q: 3 clusters Score -1.347513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 117540 members 
Entering Unmasked Estep 
Score: -13475140.000000 Penalty: 5791.551270
	Iteration 19Q: 3 clusters Score -1.347514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 117542 members 
Entering Unmasked Estep 
Score: -13475133.000000 Penalty: 5791.551270
	Iteration 20F: 3 clusters Score -1.347513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 117542 members 
Entering Unmasked Estep 
Score: -13475145.000000 Penalty: 5791.551270
	Iteration 21Q: 3 clusters Score -1.347514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 117543 members 
Entering Unmasked Estep 
Score: -13475136.000000 Penalty: 5791.551270
	Iteration 22Q: 3 clusters Score -1.347514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 117543 members 
Entering Unmasked Estep 
Score: -13475136.000000 Penalty: 5791.551270
	Iteration 23F: 3 clusters Score -1.347514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Entering Unmasked Estep 
Score: -2533013.750000 Penalty: 2480.321289
	Iteration 0F: 2 clusters Score -2533014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2517653.500000 Penalty: 4960.642578
	Iteration 0F: 3 clusters Score -2517654 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2522855.750000 Penalty: 4960.642578
	Iteration 1F: 3 clusters Score -2522856 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2523375.250000 Penalty: 4960.642578
	Iteration 2F: 3 clusters Score -2523375 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2523888.750000 Penalty: 4960.642578
	Iteration 3F: 3 clusters Score -2523889 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2524459.250000 Penalty: 4960.642578
	Iteration 4F: 3 clusters Score -2524459 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2525117.250000 Penalty: 4960.642578
	Iteration 5F: 3 clusters Score -2525117 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2525857.750000 Penalty: 4960.642578
	Iteration 6F: 3 clusters Score -2525858 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2526575.500000 Penalty: 4960.642578
	Iteration 7F: 3 clusters Score -2526576 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2527207.500000 Penalty: 4960.642578
	Iteration 8F: 3 clusters Score -2527208 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2527767.500000 Penalty: 4960.642578
	Iteration 9Q: 3 clusters Score -2527768 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2528270.250000 Penalty: 4960.642578
	Iteration 10Q: 3 clusters Score -2528270 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2528726.250000 Penalty: 4960.642578
	Iteration 11Q: 3 clusters Score -2528726 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2529129.750000 Penalty: 4960.642578
	Iteration 12Q: 3 clusters Score -2529130 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -2529443.250000 Penalty: 4960.642578
	Iteration 13Q: 3 clusters Score -2529443 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2529684.000000 Penalty: 4960.642578
	Iteration 14Q: 3 clusters Score -2529684 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2529890.750000 Penalty: 4960.642578
	Iteration 15Q: 3 clusters Score -2529891 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2530036.750000 Penalty: 4960.642578
	Iteration 16Q: 3 clusters Score -2530037 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2530145.500000 Penalty: 4960.642578
	Iteration 17Q: 3 clusters Score -2530146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2530253.000000 Penalty: 4960.642578
	Iteration 18Q: 3 clusters Score -2530253 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2530336.500000 Penalty: 4960.642578
	Iteration 19Q: 3 clusters Score -2530336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2530390.750000 Penalty: 4960.642578
	Iteration 20F: 3 clusters Score -2530391 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2530467.250000 Penalty: 4960.642578
	Iteration 21Q: 3 clusters Score -2530467 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2530537.750000 Penalty: 4960.642578
	Iteration 22Q: 3 clusters Score -2530538 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2530598.500000 Penalty: 4960.642578
	Iteration 23Q: 3 clusters Score -2530598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2530656.000000 Penalty: 4960.642578
	Iteration 24Q: 3 clusters Score -2530656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2530688.000000 Penalty: 4960.642578
	Iteration 25Q: 3 clusters Score -2530688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2530732.000000 Penalty: 4960.642578
	Iteration 26Q: 3 clusters Score -2530732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2530755.750000 Penalty: 4960.642578
	Iteration 27Q: 3 clusters Score -2530756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2530782.250000 Penalty: 4960.642578
	Iteration 28Q: 3 clusters Score -2530782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2530796.750000 Penalty: 4960.642578
	Iteration 29Q: 3 clusters Score -2530797 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2530814.500000 Penalty: 4960.642578
	Iteration 30Q: 3 clusters Score -2530814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2530834.500000 Penalty: 4960.642578
	Iteration 31Q: 3 clusters Score -2530834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2530841.000000 Penalty: 4960.642578
	Iteration 32Q: 3 clusters Score -2530841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2530862.500000 Penalty: 4960.642578
	Iteration 33Q: 3 clusters Score -2530862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2530881.250000 Penalty: 4960.642578
	Iteration 34Q: 3 clusters Score -2530881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2530899.500000 Penalty: 4960.642578
	Iteration 35Q: 3 clusters Score -2530900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2530914.000000 Penalty: 4960.642578
	Iteration 36Q: 3 clusters Score -2530914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2530925.000000 Penalty: 4960.642578
	Iteration 37Q: 3 clusters Score -2530925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2530934.000000 Penalty: 4960.642578
	Iteration 38Q: 3 clusters Score -2530934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2530942.250000 Penalty: 4960.642578
	Iteration 39Q: 3 clusters Score -2530942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2530947.750000 Penalty: 4960.642578
	Iteration 40F: 3 clusters Score -2530948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2530948.750000 Penalty: 4960.642578
	Iteration 41Q: 3 clusters Score -2530949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2530957.250000 Penalty: 4960.642578
	Iteration 42Q: 3 clusters Score -2530957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2530958.000000 Penalty: 4960.642578
	Iteration 43Q: 3 clusters Score -2530958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2530960.250000 Penalty: 4960.642578
	Iteration 44Q: 3 clusters Score -2530960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2530973.750000 Penalty: 4960.642578
	Iteration 45Q: 3 clusters Score -2530974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2530979.750000 Penalty: 4960.642578
	Iteration 46Q: 3 clusters Score -2530980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2530986.000000 Penalty: 4960.642578
	Iteration 47Q: 3 clusters Score -2530986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2530992.750000 Penalty: 4960.642578
	Iteration 48Q: 3 clusters Score -2530993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2530992.750000 Penalty: 4960.642578
	Iteration 49Q: 3 clusters Score -2530993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2530998.500000 Penalty: 4960.642578
	Iteration 50Q: 3 clusters Score -2530998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2531002.750000 Penalty: 4960.642578
	Iteration 51Q: 3 clusters Score -2531003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2531005.250000 Penalty: 4960.642578
	Iteration 52Q: 3 clusters Score -2531005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2531008.500000 Penalty: 4960.642578
	Iteration 53Q: 3 clusters Score -2531008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2531007.750000 Penalty: 4960.642578
	Iteration 54Q: 3 clusters Score -2531008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2531009.750000 Penalty: 4960.642578
	Iteration 55Q: 3 clusters Score -2531010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2531008.750000 Penalty: 4960.642578
	Iteration 56Q: 3 clusters Score -2531009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2531010.750000 Penalty: 4960.642578
	Iteration 57Q: 3 clusters Score -2531011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2531012.000000 Penalty: 4960.642578
	Iteration 58Q: 3 clusters Score -2531012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2531014.000000 Penalty: 4960.642578
	Iteration 59Q: 3 clusters Score -2531014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2531014.000000 Penalty: 4960.642578
	Iteration 60F: 3 clusters Score -2531014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2531017.500000 Penalty: 4960.642578
	Iteration 61Q: 3 clusters Score -2531018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2531017.750000 Penalty: 4960.642578
	Iteration 62Q: 3 clusters Score -2531018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2531017.750000 Penalty: 4960.642578
	Iteration 63F: 3 clusters Score -2531018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Entering Unmasked Estep 
Score: -1708316.250000 Penalty: 2374.802490
	Iteration 0F: 2 clusters Score -1708316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1697928.625000 Penalty: 4749.604980
	Iteration 0F: 3 clusters Score -1697929 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1701251.125000 Penalty: 4749.604980
	Iteration 1F: 3 clusters Score -1701251 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1701677.625000 Penalty: 4749.604980
	Iteration 2F: 3 clusters Score -1701678 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1702111.125000 Penalty: 4749.604980
	Iteration 3F: 3 clusters Score -1702111 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1702615.625000 Penalty: 4749.604980
	Iteration 4F: 3 clusters Score -1702616 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1703154.375000 Penalty: 4749.604980
	Iteration 5F: 3 clusters Score -1703154 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1703658.750000 Penalty: 4749.604980
	Iteration 6F: 3 clusters Score -1703659 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1704113.125000 Penalty: 4749.604980
	Iteration 7F: 3 clusters Score -1704113 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1704422.500000 Penalty: 4749.604980
	Iteration 8Q: 3 clusters Score -1704422 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1704622.375000 Penalty: 4749.604980
	Iteration 9Q: 3 clusters Score -1704622 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1704780.250000 Penalty: 4749.604980
	Iteration 10Q: 3 clusters Score -1704780 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1704877.625000 Penalty: 4749.604980
	Iteration 11Q: 3 clusters Score -1704878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1704959.500000 Penalty: 4749.604980
	Iteration 12Q: 3 clusters Score -1704960 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1705007.000000 Penalty: 4749.604980
	Iteration 13Q: 3 clusters Score -1705007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1705043.625000 Penalty: 4749.604980
	Iteration 14Q: 3 clusters Score -1705044 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1705067.250000 Penalty: 4749.604980
	Iteration 15Q: 3 clusters Score -1705067 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1705086.125000 Penalty: 4749.604980
	Iteration 16Q: 3 clusters Score -1705086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1705095.750000 Penalty: 4749.604980
	Iteration 17Q: 3 clusters Score -1705096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1705109.750000 Penalty: 4749.604980
	Iteration 18Q: 3 clusters Score -1705110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1705115.000000 Penalty: 4749.604980
	Iteration 19Q: 3 clusters Score -1705115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1705129.000000 Penalty: 4749.604980
	Iteration 20F: 3 clusters Score -1705129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1705123.125000 Penalty: 4749.604980
	Iteration 21Q: 3 clusters Score -1705123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1705128.375000 Penalty: 4749.604980
	Iteration 22Q: 3 clusters Score -1705128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1705126.750000 Penalty: 4749.604980
	Iteration 23Q: 3 clusters Score -1705127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1705130.125000 Penalty: 4749.604980
	Iteration 24Q: 3 clusters Score -1705130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1705135.750000 Penalty: 4749.604980
	Iteration 25Q: 3 clusters Score -1705136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1705138.500000 Penalty: 4749.604980
	Iteration 26Q: 3 clusters Score -1705138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1705138.750000 Penalty: 4749.604980
	Iteration 27Q: 3 clusters Score -1705139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1705138.000000 Penalty: 4749.604980
	Iteration 28Q: 3 clusters Score -1705138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1705142.000000 Penalty: 4749.604980
	Iteration 29Q: 3 clusters Score -1705142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1705144.125000 Penalty: 4749.604980
	Iteration 30Q: 3 clusters Score -1705144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1705143.875000 Penalty: 4749.604980
	Iteration 31Q: 3 clusters Score -1705144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1705145.250000 Penalty: 4749.604980
	Iteration 32Q: 3 clusters Score -1705145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1705145.125000 Penalty: 4749.604980
	Iteration 33Q: 3 clusters Score -1705145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1705145.250000 Penalty: 4749.604980
	Iteration 34Q: 3 clusters Score -1705145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1705143.000000 Penalty: 4749.604980
	Iteration 35Q: 3 clusters Score -1705143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1705147.250000 Penalty: 4749.604980
	Iteration 36Q: 3 clusters Score -1705147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1705145.375000 Penalty: 4749.604980
	Iteration 37Q: 3 clusters Score -1705145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1705149.250000 Penalty: 4749.604980
	Iteration 38Q: 3 clusters Score -1705149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1705148.250000 Penalty: 4749.604980
	Iteration 39Q: 3 clusters Score -1705148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1705149.250000 Penalty: 4749.604980
	Iteration 40F: 3 clusters Score -1705149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1705148.500000 Penalty: 4749.604980
	Iteration 41Q: 3 clusters Score -1705148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1705148.000000 Penalty: 4749.604980
	Iteration 42Q: 3 clusters Score -1705148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1705147.500000 Penalty: 4749.604980
	Iteration 43Q: 3 clusters Score -1705148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1705147.625000 Penalty: 4749.604980
	Iteration 44Q: 3 clusters Score -1705148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1705149.750000 Penalty: 4749.604980
	Iteration 45Q: 3 clusters Score -1705150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1705149.125000 Penalty: 4749.604980
	Iteration 46Q: 3 clusters Score -1705149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1705150.250000 Penalty: 4749.604980
	Iteration 47Q: 3 clusters Score -1705150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1705147.375000 Penalty: 4749.604980
	Iteration 48Q: 3 clusters Score -1705147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1705149.625000 Penalty: 4749.604980
	Iteration 49Q: 3 clusters Score -1705150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1705150.250000 Penalty: 4749.604980
	Iteration 50Q: 3 clusters Score -1705150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1705148.125000 Penalty: 4749.604980
	Iteration 51Q: 3 clusters Score -1705148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1705148.125000 Penalty: 4749.604980
	Iteration 52F: 3 clusters Score -1705148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1019242.812500 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1019243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1012100.125000 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1012100 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1014495.937500 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1014496 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1015192.562500 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1015193 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1015813.937500 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1015814 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1016320.687500 Penalty: 4530.088867
	Iteration 4F: 3 clusters Score -1016321 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1016812.125000 Penalty: 4530.088867
	Iteration 5F: 3 clusters Score -1016812 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1017249.250000 Penalty: 4530.088867
	Iteration 6F: 3 clusters Score -1017249 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1017601.125000 Penalty: 4530.088867
	Iteration 7Q: 3 clusters Score -1017601 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1017844.812500 Penalty: 4530.088867
	Iteration 8Q: 3 clusters Score -1017845 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1018007.375000 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1018007 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1018135.000000 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1018135 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1018244.437500 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1018244 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1018326.875000 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1018327 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1018405.625000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1018406 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1018452.375000 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1018452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1018486.125000 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1018486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1018507.375000 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1018507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1018519.062500 Penalty: 4530.088867
	Iteration 17Q: 3 clusters Score -1018519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1018528.437500 Penalty: 4530.088867
	Iteration 18Q: 3 clusters Score -1018528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1018538.812500 Penalty: 4530.088867
	Iteration 19Q: 3 clusters Score -1018539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1018545.812500 Penalty: 4530.088867
	Iteration 20F: 3 clusters Score -1018546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1018552.000000 Penalty: 4530.088867
	Iteration 21Q: 3 clusters Score -1018552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1018556.000000 Penalty: 4530.088867
	Iteration 22Q: 3 clusters Score -1018556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1018562.687500 Penalty: 4530.088867
	Iteration 23Q: 3 clusters Score -1018563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1018571.312500 Penalty: 4530.088867
	Iteration 24Q: 3 clusters Score -1018571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1018571.750000 Penalty: 4530.088867
	Iteration 25Q: 3 clusters Score -1018572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1018577.437500 Penalty: 4530.088867
	Iteration 26Q: 3 clusters Score -1018577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1018581.687500 Penalty: 4530.088867
	Iteration 27Q: 3 clusters Score -1018582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1018584.750000 Penalty: 4530.088867
	Iteration 28Q: 3 clusters Score -1018585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1018585.062500 Penalty: 4530.088867
	Iteration 29Q: 3 clusters Score -1018585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1018587.375000 Penalty: 4530.088867
	Iteration 30Q: 3 clusters Score -1018587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1018589.187500 Penalty: 4530.088867
	Iteration 31Q: 3 clusters Score -1018589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1018591.187500 Penalty: 4530.088867
	Iteration 32Q: 3 clusters Score -1018591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1018593.062500 Penalty: 4530.088867
	Iteration 33Q: 3 clusters Score -1018593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1018593.000000 Penalty: 4530.088867
	Iteration 34Q: 3 clusters Score -1018593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1018594.375000 Penalty: 4530.088867
	Iteration 35Q: 3 clusters Score -1018594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1018594.375000 Penalty: 4530.088867
	Iteration 36F: 3 clusters Score -1018594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -868543.125000 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -868543.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -862102.437500 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -862102.4 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -864018.000000 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -864018 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -864494.437500 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -864494.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -864939.875000 Penalty: 4454.103027
	Iteration 3F: 3 clusters Score -864939.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -865417.625000 Penalty: 4454.103027
	Iteration 4F: 3 clusters Score -865417.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -865931.875000 Penalty: 4454.103027
	Iteration 5F: 3 clusters Score -865931.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -866438.375000 Penalty: 4454.103027
	Iteration 6F: 3 clusters Score -866438.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -866867.250000 Penalty: 4454.103027
	Iteration 7F: 3 clusters Score -866867.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -867219.125000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -867219.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -867508.312500 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -867508.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -867757.250000 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -867757.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -867909.625000 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -867909.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -868011.625000 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -868011.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -868074.562500 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -868074.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -868115.125000 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -868115.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -868141.375000 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -868141.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -868160.437500 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -868160.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -868168.375000 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -868168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -868175.500000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -868175.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -868183.000000 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -868183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -868185.312500 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -868185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -868185.500000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -868185.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -868187.625000 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -868187.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -868190.125000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -868190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -868190.125000 Penalty: 4454.103027
	Iteration 24F: 3 clusters Score -868190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168364 members 
Entering Unmasked Estep 
Score: -19468568.000000 Penalty: 2984.403320
	Iteration 0F: 2 clusters Score -1.946857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -19355704.000000 Penalty: 5968.806641
	Iteration 0F: 3 clusters Score -1.93557e+07 nChanged 80636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -19402426.000000 Penalty: 5968.806641
	Iteration 1F: 3 clusters Score -1.940243e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83737 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -19403208.000000 Penalty: 5968.806641
	Iteration 2Q: 3 clusters Score -1.940321e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -19404362.000000 Penalty: 5968.806641
	Iteration 3Q: 3 clusters Score -1.940436e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81834 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -19405946.000000 Penalty: 5968.806641
	Iteration 4Q: 3 clusters Score -1.940595e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 88658 members 
Entering Unmasked Estep 
Score: -19407838.000000 Penalty: 5968.806641
	Iteration 5Q: 3 clusters Score -1.940784e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76374 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -19411076.000000 Penalty: 5968.806641
	Iteration 6Q: 3 clusters Score -1.941108e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 96772 members 
Entering Unmasked Estep 
Score: -19415404.000000 Penalty: 5968.806641
	Iteration 7F: 3 clusters Score -1.94154e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -19420664.000000 Penalty: 5968.806641
	Iteration 8F: 3 clusters Score -1.942066e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -19426520.000000 Penalty: 5968.806641
	Iteration 9F: 3 clusters Score -1.942652e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 116333 members 
Entering Unmasked Estep 
Score: -19431618.000000 Penalty: 5968.806641
	Iteration 10F: 3 clusters Score -1.943162e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -19436510.000000 Penalty: 5968.806641
	Iteration 11F: 3 clusters Score -1.943651e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 131542 members 
Entering Unmasked Estep 
Score: -19441338.000000 Penalty: 5968.806641
	Iteration 12F: 3 clusters Score -1.944134e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 139436 members 
Entering Unmasked Estep 
Score: -19446564.000000 Penalty: 5968.806641
	Iteration 13Q: 3 clusters Score -1.944656e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 146946 members 
Entering Unmasked Estep 
Score: -19451700.000000 Penalty: 5968.806641
	Iteration 14Q: 3 clusters Score -1.94517e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -19456266.000000 Penalty: 5968.806641
	Iteration 15Q: 3 clusters Score -1.945627e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -19459958.000000 Penalty: 5968.806641
	Iteration 16Q: 3 clusters Score -1.945996e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -19462638.000000 Penalty: 5968.806641
	Iteration 17Q: 3 clusters Score -1.946264e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 164357 members 
Entering Unmasked Estep 
Score: -19464196.000000 Penalty: 5968.806641
	Iteration 18Q: 3 clusters Score -1.94642e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -19465040.000000 Penalty: 5968.806641
	Iteration 19Q: 3 clusters Score -1.946504e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 166141 members 
Entering Unmasked Estep 
Score: -19465458.000000 Penalty: 5968.806641
	Iteration 20F: 3 clusters Score -1.946546e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -19465714.000000 Penalty: 5968.806641
	Iteration 21Q: 3 clusters Score -1.946571e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -19465888.000000 Penalty: 5968.806641
	Iteration 22Q: 3 clusters Score -1.946589e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -19466016.000000 Penalty: 5968.806641
	Iteration 23Q: 3 clusters Score -1.946602e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 166861 members 
Entering Unmasked Estep 
Score: -19466120.000000 Penalty: 5968.806641
	Iteration 24Q: 3 clusters Score -1.946612e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 166912 members 
Entering Unmasked Estep 
Score: -19466152.000000 Penalty: 5968.806641
	Iteration 25Q: 3 clusters Score -1.946615e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 166938 members 
Entering Unmasked Estep 
Score: -19466198.000000 Penalty: 5968.806641
	Iteration 26Q: 3 clusters Score -1.94662e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 166965 members 
Entering Unmasked Estep 
Score: -19466214.000000 Penalty: 5968.806641
	Iteration 27Q: 3 clusters Score -1.946621e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 166984 members 
Entering Unmasked Estep 
Score: -19466244.000000 Penalty: 5968.806641
	Iteration 28Q: 3 clusters Score -1.946624e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -19466282.000000 Penalty: 5968.806641
	Iteration 29Q: 3 clusters Score -1.946628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 167014 members 
Entering Unmasked Estep 
Score: -19466320.000000 Penalty: 5968.806641
	Iteration 30Q: 3 clusters Score -1.946632e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -19466334.000000 Penalty: 5968.806641
	Iteration 31Q: 3 clusters Score -1.946633e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 167029 members 
Entering Unmasked Estep 
Score: -19466336.000000 Penalty: 5968.806641
	Iteration 32Q: 3 clusters Score -1.946634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -19466366.000000 Penalty: 5968.806641
	Iteration 33Q: 3 clusters Score -1.946637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 167019 members 
Entering Unmasked Estep 
Score: -19466380.000000 Penalty: 5968.806641
	Iteration 34Q: 3 clusters Score -1.946638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 167014 members 
Entering Unmasked Estep 
Score: -19466380.000000 Penalty: 5968.806641
	Iteration 35Q: 3 clusters Score -1.946638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -19466394.000000 Penalty: 5968.806641
	Iteration 36Q: 3 clusters Score -1.946639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -19466400.000000 Penalty: 5968.806641
	Iteration 37Q: 3 clusters Score -1.94664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 166999 members 
Entering Unmasked Estep 
Score: -19466398.000000 Penalty: 5968.806641
	Iteration 38Q: 3 clusters Score -1.94664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -19466396.000000 Penalty: 5968.806641
	Iteration 39Q: 3 clusters Score -1.94664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -19466420.000000 Penalty: 5968.806641
	Iteration 40F: 3 clusters Score -1.946642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 167000 members 
Entering Unmasked Estep 
Score: -19466420.000000 Penalty: 5968.806641
	Iteration 41Q: 3 clusters Score -1.946642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 167001 members 
Entering Unmasked Estep 
Score: -19466412.000000 Penalty: 5968.806641
	Iteration 42Q: 3 clusters Score -1.946641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 167002 members 
Entering Unmasked Estep 
Score: -19466402.000000 Penalty: 5968.806641
	Iteration 43Q: 3 clusters Score -1.94664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -19466398.000000 Penalty: 5968.806641
	Iteration 44Q: 3 clusters Score -1.94664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 167005 members 
Entering Unmasked Estep 
Score: -19466412.000000 Penalty: 5968.806641
	Iteration 45Q: 3 clusters Score -1.946641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 167008 members 
Entering Unmasked Estep 
Score: -19466412.000000 Penalty: 5968.806641
	Iteration 46Q: 3 clusters Score -1.946641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 167012 members 
Entering Unmasked Estep 
Score: -19466416.000000 Penalty: 5968.806641
	Iteration 47Q: 3 clusters Score -1.946642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 167011 members 
Entering Unmasked Estep 
Score: -19466408.000000 Penalty: 5968.806641
	Iteration 48Q: 3 clusters Score -1.946641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 167010 members 
Entering Unmasked Estep 
Score: -19466414.000000 Penalty: 5968.806641
	Iteration 49Q: 3 clusters Score -1.946641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -19466414.000000 Penalty: 5968.806641
	Iteration 50Q: 3 clusters Score -1.946641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 167009 members 
Entering Unmasked Estep 
Score: -19466414.000000 Penalty: 5968.806641
	Iteration 51F: 3 clusters Score -1.946641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Entering Unmasked Estep 
Score: -1475980.750000 Penalty: 2356.875977
	Iteration 0F: 2 clusters Score -1475981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1466223.000000 Penalty: 4713.751953
	Iteration 0F: 3 clusters Score -1466223 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1469394.875000 Penalty: 4713.751953
	Iteration 1F: 3 clusters Score -1469395 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1469889.625000 Penalty: 4713.751953
	Iteration 2F: 3 clusters Score -1469890 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1470323.375000 Penalty: 4713.751953
	Iteration 3F: 3 clusters Score -1470323 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1470729.250000 Penalty: 4713.751953
	Iteration 4F: 3 clusters Score -1470729 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1471117.375000 Penalty: 4713.751953
	Iteration 5Q: 3 clusters Score -1471117 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1471503.875000 Penalty: 4713.751953
	Iteration 6Q: 3 clusters Score -1471504 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1471923.250000 Penalty: 4713.751953
	Iteration 7Q: 3 clusters Score -1471923 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1472346.500000 Penalty: 4713.751953
	Iteration 8Q: 3 clusters Score -1472346 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1472743.250000 Penalty: 4713.751953
	Iteration 9Q: 3 clusters Score -1472743 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1473118.750000 Penalty: 4713.751953
	Iteration 10Q: 3 clusters Score -1473119 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1473425.875000 Penalty: 4713.751953
	Iteration 11Q: 3 clusters Score -1473426 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1473654.375000 Penalty: 4713.751953
	Iteration 12Q: 3 clusters Score -1473654 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1473842.125000 Penalty: 4713.751953
	Iteration 13Q: 3 clusters Score -1473842 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1473988.875000 Penalty: 4713.751953
	Iteration 14Q: 3 clusters Score -1473989 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1474094.625000 Penalty: 4713.751953
	Iteration 15Q: 3 clusters Score -1474095 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1474164.000000 Penalty: 4713.751953
	Iteration 16Q: 3 clusters Score -1474164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1474201.000000 Penalty: 4713.751953
	Iteration 17Q: 3 clusters Score -1474201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1474234.875000 Penalty: 4713.751953
	Iteration 18Q: 3 clusters Score -1474235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1474261.750000 Penalty: 4713.751953
	Iteration 19Q: 3 clusters Score -1474262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1474285.500000 Penalty: 4713.751953
	Iteration 20F: 3 clusters Score -1474286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1474307.875000 Penalty: 4713.751953
	Iteration 21Q: 3 clusters Score -1474308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1474325.750000 Penalty: 4713.751953
	Iteration 22Q: 3 clusters Score -1474326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1474339.000000 Penalty: 4713.751953
	Iteration 23Q: 3 clusters Score -1474339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1474357.125000 Penalty: 4713.751953
	Iteration 24Q: 3 clusters Score -1474357 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1474368.875000 Penalty: 4713.751953
	Iteration 25Q: 3 clusters Score -1474369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1474377.000000 Penalty: 4713.751953
	Iteration 26Q: 3 clusters Score -1474377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1474391.750000 Penalty: 4713.751953
	Iteration 27Q: 3 clusters Score -1474392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1474400.000000 Penalty: 4713.751953
	Iteration 28Q: 3 clusters Score -1474400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1474405.000000 Penalty: 4713.751953
	Iteration 29Q: 3 clusters Score -1474405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1474405.625000 Penalty: 4713.751953
	Iteration 30Q: 3 clusters Score -1474406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1474405.750000 Penalty: 4713.751953
	Iteration 31Q: 3 clusters Score -1474406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1474411.750000 Penalty: 4713.751953
	Iteration 32Q: 3 clusters Score -1474412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1474410.125000 Penalty: 4713.751953
	Iteration 33Q: 3 clusters Score -1474410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1474410.875000 Penalty: 4713.751953
	Iteration 34Q: 3 clusters Score -1474411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1474411.750000 Penalty: 4713.751953
	Iteration 35Q: 3 clusters Score -1474412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1474418.000000 Penalty: 4713.751953
	Iteration 36Q: 3 clusters Score -1474418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1474423.875000 Penalty: 4713.751953
	Iteration 37Q: 3 clusters Score -1474424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1474426.625000 Penalty: 4713.751953
	Iteration 38Q: 3 clusters Score -1474427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1474433.125000 Penalty: 4713.751953
	Iteration 39Q: 3 clusters Score -1474433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1474436.250000 Penalty: 4713.751953
	Iteration 40F: 3 clusters Score -1474436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1474439.125000 Penalty: 4713.751953
	Iteration 41Q: 3 clusters Score -1474439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1474438.500000 Penalty: 4713.751953
	Iteration 42Q: 3 clusters Score -1474438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1474441.000000 Penalty: 4713.751953
	Iteration 43Q: 3 clusters Score -1474441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1474442.250000 Penalty: 4713.751953
	Iteration 44Q: 3 clusters Score -1474442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1474441.625000 Penalty: 4713.751953
	Iteration 45Q: 3 clusters Score -1474442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1474441.625000 Penalty: 4713.751953
	Iteration 46F: 3 clusters Score -1474442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Entering Unmasked Estep 
Score: -3891101.500000 Penalty: 2592.886230
	Iteration 0F: 2 clusters Score -3891102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3867452.750000 Penalty: 5185.772461
	Iteration 0F: 3 clusters Score -3867453 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3876081.500000 Penalty: 5185.772461
	Iteration 1F: 3 clusters Score -3876082 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3876818.500000 Penalty: 5185.772461
	Iteration 2F: 3 clusters Score -3876818 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3877718.500000 Penalty: 5185.772461
	Iteration 3F: 3 clusters Score -3877718 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3878947.750000 Penalty: 5185.772461
	Iteration 4F: 3 clusters Score -3878948 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3880495.000000 Penalty: 5185.772461
	Iteration 5F: 3 clusters Score -3880495 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3882231.750000 Penalty: 5185.772461
	Iteration 6F: 3 clusters Score -3882232 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3883969.750000 Penalty: 5185.772461
	Iteration 7F: 3 clusters Score -3883970 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3885397.750000 Penalty: 5185.772461
	Iteration 8F: 3 clusters Score -3885398 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3886432.250000 Penalty: 5185.772461
	Iteration 9Q: 3 clusters Score -3886432 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3887140.500000 Penalty: 5185.772461
	Iteration 10Q: 3 clusters Score -3887140 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3887638.250000 Penalty: 5185.772461
	Iteration 11Q: 3 clusters Score -3887638 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3888042.500000 Penalty: 5185.772461
	Iteration 12Q: 3 clusters Score -3888042 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3888338.500000 Penalty: 5185.772461
	Iteration 13Q: 3 clusters Score -3888338 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3888554.750000 Penalty: 5185.772461
	Iteration 14Q: 3 clusters Score -3888555 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3888787.500000 Penalty: 5185.772461
	Iteration 15Q: 3 clusters Score -3888788 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3888990.250000 Penalty: 5185.772461
	Iteration 16Q: 3 clusters Score -3888990 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3889160.250000 Penalty: 5185.772461
	Iteration 17Q: 3 clusters Score -3889160 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3889253.000000 Penalty: 5185.772461
	Iteration 18Q: 3 clusters Score -3889253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3889308.000000 Penalty: 5185.772461
	Iteration 19Q: 3 clusters Score -3889308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3889341.500000 Penalty: 5185.772461
	Iteration 20F: 3 clusters Score -3889342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3889365.750000 Penalty: 5185.772461
	Iteration 21Q: 3 clusters Score -3889366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3889377.250000 Penalty: 5185.772461
	Iteration 22Q: 3 clusters Score -3889377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3889381.500000 Penalty: 5185.772461
	Iteration 23Q: 3 clusters Score -3889382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3889386.250000 Penalty: 5185.772461
	Iteration 24Q: 3 clusters Score -3889386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3889387.250000 Penalty: 5185.772461
	Iteration 25Q: 3 clusters Score -3889387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3889383.000000 Penalty: 5185.772461
	Iteration 26Q: 3 clusters Score -3889383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3889387.000000 Penalty: 5185.772461
	Iteration 27Q: 3 clusters Score -3889387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3889396.000000 Penalty: 5185.772461
	Iteration 28Q: 3 clusters Score -3889396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3889398.500000 Penalty: 5185.772461
	Iteration 29Q: 3 clusters Score -3889398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3889398.750000 Penalty: 5185.772461
	Iteration 30Q: 3 clusters Score -3889399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3889398.250000 Penalty: 5185.772461
	Iteration 31Q: 3 clusters Score -3889398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3889400.750000 Penalty: 5185.772461
	Iteration 32Q: 3 clusters Score -3889401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3889400.500000 Penalty: 5185.772461
	Iteration 33Q: 3 clusters Score -3889400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3889405.750000 Penalty: 5185.772461
	Iteration 34Q: 3 clusters Score -3889406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3889405.000000 Penalty: 5185.772461
	Iteration 35Q: 3 clusters Score -3889405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3889405.000000 Penalty: 5185.772461
	Iteration 36F: 3 clusters Score -3889405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -392598.343750 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -392598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -388991.125000 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -388991.1 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -390097.750000 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -390097.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -390417.500000 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -390417.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -390695.875000 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -390695.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -390960.781250 Penalty: 4075.983398
	Iteration 4F: 3 clusters Score -390960.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -391257.125000 Penalty: 4075.983398
	Iteration 5F: 3 clusters Score -391257.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -391573.187500 Penalty: 4075.983398
	Iteration 6F: 3 clusters Score -391573.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -391917.000000 Penalty: 4075.983398
	Iteration 7F: 3 clusters Score -391917 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -392308.562500 Penalty: 4075.983398
	Iteration 8F: 3 clusters Score -392308.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -392556.906250 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -392556.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -392660.062500 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -392660.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -392705.375000 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -392705.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -392725.937500 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -392725.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -392741.812500 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -392741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -392760.875000 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -392760.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -392766.406250 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -392766.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -392770.281250 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -392770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -392772.031250 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -392772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -392773.218750 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -392773.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -392775.093750 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -392775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -392775.687500 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -392775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -392777.906250 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -392777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -392778.031250 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -392778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -392778.625000 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -392778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -392780.000000 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -392780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -392780.375000 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -392780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -392780.687500 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -392780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -392780.687500 Penalty: 4075.983398
	Iteration 27F: 3 clusters Score -392780.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143978 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 809 members 
Mstep: Class 26 contains 188351 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38325 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37622 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Mstep: Class 41 contains 2897 members 
Entering Unmasked Estep 
Score: -225985344.000000 Penalty: 147590.875000
Splitting cluster 25 changes total score from -225986480.000000 to -225985344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (188351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188351 members 
Entering Unmasked Estep 
Score: -21977130.000000 Penalty: 3012.223633
	Iteration 0F: 2 clusters Score -2.197713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -21854440.000000 Penalty: 6024.447266
	Iteration 0F: 3 clusters Score -2.185444e+07 nChanged 90358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91684 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -21907980.000000 Penalty: 6024.447266
	Iteration 1F: 3 clusters Score -2.190798e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -21909364.000000 Penalty: 6024.447266
	Iteration 2Q: 3 clusters Score -2.190936e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88051 members 
Mstep: Class 2 contains 100300 members 
Entering Unmasked Estep 
Score: -21910956.000000 Penalty: 6024.447266
	Iteration 3Q: 3 clusters Score -2.191096e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 103650 members 
Entering Unmasked Estep 
Score: -21913214.000000 Penalty: 6024.447266
	Iteration 4Q: 3 clusters Score -2.191321e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 108583 members 
Entering Unmasked Estep 
Score: -21916244.000000 Penalty: 6024.447266
	Iteration 5Q: 3 clusters Score -2.191624e+07 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -21920806.000000 Penalty: 6024.447266
	Iteration 6Q: 3 clusters Score -2.192081e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 125673 members 
Entering Unmasked Estep 
Score: -21927664.000000 Penalty: 6024.447266
	Iteration 7F: 3 clusters Score -2.192766e+07 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 137876 members 
Entering Unmasked Estep 
Score: -21936942.000000 Penalty: 6024.447266
	Iteration 8F: 3 clusters Score -2.193694e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 151294 members 
Entering Unmasked Estep 
Score: -21947598.000000 Penalty: 6024.447266
	Iteration 9F: 3 clusters Score -2.19476e+07 nChanged 12781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -21958014.000000 Penalty: 6024.447266
	Iteration 10F: 3 clusters Score -2.195801e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 174238 members 
Entering Unmasked Estep 
Score: -21965792.000000 Penalty: 6024.447266
	Iteration 11F: 3 clusters Score -2.196579e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 180854 members 
Entering Unmasked Estep 
Score: -21970410.000000 Penalty: 6024.447266
	Iteration 12Q: 3 clusters Score -2.197041e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 184379 members 
Entering Unmasked Estep 
Score: -21972860.000000 Penalty: 6024.447266
	Iteration 13Q: 3 clusters Score -2.197286e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 186070 members 
Entering Unmasked Estep 
Score: -21973986.000000 Penalty: 6024.447266
	Iteration 14Q: 3 clusters Score -2.197399e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 186787 members 
Entering Unmasked Estep 
Score: -21974512.000000 Penalty: 6024.447266
	Iteration 15Q: 3 clusters Score -2.197451e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 187105 members 
Entering Unmasked Estep 
Score: -21974762.000000 Penalty: 6024.447266
	Iteration 16Q: 3 clusters Score -2.197476e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 187262 members 
Entering Unmasked Estep 
Score: -21974870.000000 Penalty: 6024.447266
	Iteration 17Q: 3 clusters Score -2.197487e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 187336 members 
Entering Unmasked Estep 
Score: -21974986.000000 Penalty: 6024.447266
	Iteration 18Q: 3 clusters Score -2.197499e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 187387 members 
Entering Unmasked Estep 
Score: -21975022.000000 Penalty: 6024.447266
	Iteration 19Q: 3 clusters Score -2.197502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 187414 members 
Entering Unmasked Estep 
Score: -21975024.000000 Penalty: 6024.447266
	Iteration 20F: 3 clusters Score -2.197502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 187435 members 
Entering Unmasked Estep 
Score: -21975080.000000 Penalty: 6024.447266
	Iteration 21Q: 3 clusters Score -2.197508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 187450 members 
Entering Unmasked Estep 
Score: -21975110.000000 Penalty: 6024.447266
	Iteration 22Q: 3 clusters Score -2.197511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 187460 members 
Entering Unmasked Estep 
Score: -21975142.000000 Penalty: 6024.447266
	Iteration 23Q: 3 clusters Score -2.197514e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 187473 members 
Entering Unmasked Estep 
Score: -21975168.000000 Penalty: 6024.447266
	Iteration 24Q: 3 clusters Score -2.197517e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 187476 members 
Entering Unmasked Estep 
Score: -21975206.000000 Penalty: 6024.447266
	Iteration 25Q: 3 clusters Score -2.197521e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 187478 members 
Entering Unmasked Estep 
Score: -21975208.000000 Penalty: 6024.447266
	Iteration 26Q: 3 clusters Score -2.197521e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 187480 members 
Entering Unmasked Estep 
Score: -21975224.000000 Penalty: 6024.447266
	Iteration 27Q: 3 clusters Score -2.197522e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 187491 members 
Entering Unmasked Estep 
Score: -21975218.000000 Penalty: 6024.447266
	Iteration 28Q: 3 clusters Score -2.197522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 187496 members 
Entering Unmasked Estep 
Score: -21975214.000000 Penalty: 6024.447266
	Iteration 29Q: 3 clusters Score -2.197521e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 187504 members 
Entering Unmasked Estep 
Score: -21975224.000000 Penalty: 6024.447266
	Iteration 30Q: 3 clusters Score -2.197522e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 187514 members 
Entering Unmasked Estep 
Score: -21975246.000000 Penalty: 6024.447266
	Iteration 31Q: 3 clusters Score -2.197525e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 187523 members 
Entering Unmasked Estep 
Score: -21975278.000000 Penalty: 6024.447266
	Iteration 32Q: 3 clusters Score -2.197528e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 187532 members 
Entering Unmasked Estep 
Score: -21975290.000000 Penalty: 6024.447266
	Iteration 33Q: 3 clusters Score -2.197529e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 187531 members 
Entering Unmasked Estep 
Score: -21975324.000000 Penalty: 6024.447266
	Iteration 34Q: 3 clusters Score -2.197532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 187526 members 
Entering Unmasked Estep 
Score: -21975322.000000 Penalty: 6024.447266
	Iteration 35Q: 3 clusters Score -2.197532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 187522 members 
Entering Unmasked Estep 
Score: -21975354.000000 Penalty: 6024.447266
	Iteration 36Q: 3 clusters Score -2.197535e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 187512 members 
Entering Unmasked Estep 
Score: -21975354.000000 Penalty: 6024.447266
	Iteration 37Q: 3 clusters Score -2.197535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 187502 members 
Entering Unmasked Estep 
Score: -21975370.000000 Penalty: 6024.447266
	Iteration 38Q: 3 clusters Score -2.197537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 187498 members 
Entering Unmasked Estep 
Score: -21975382.000000 Penalty: 6024.447266
	Iteration 39Q: 3 clusters Score -2.197538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 187493 members 
Entering Unmasked Estep 
Score: -21975388.000000 Penalty: 6024.447266
	Iteration 40F: 3 clusters Score -2.197539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 187489 members 
Entering Unmasked Estep 
Score: -21975392.000000 Penalty: 6024.447266
	Iteration 41Q: 3 clusters Score -2.197539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 187490 members 
Entering Unmasked Estep 
Score: -21975390.000000 Penalty: 6024.447266
	Iteration 42Q: 3 clusters Score -2.197539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 187492 members 
Entering Unmasked Estep 
Score: -21975400.000000 Penalty: 6024.447266
	Iteration 43Q: 3 clusters Score -2.19754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 187493 members 
Entering Unmasked Estep 
Score: -21975402.000000 Penalty: 6024.447266
	Iteration 44Q: 3 clusters Score -2.19754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 187497 members 
Entering Unmasked Estep 
Score: -21975386.000000 Penalty: 6024.447266
	Iteration 45Q: 3 clusters Score -2.197539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 187499 members 
Entering Unmasked Estep 
Score: -21975378.000000 Penalty: 6024.447266
	Iteration 46Q: 3 clusters Score -2.197538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 187505 members 
Entering Unmasked Estep 
Score: -21975390.000000 Penalty: 6024.447266
	Iteration 47Q: 3 clusters Score -2.197539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 187500 members 
Entering Unmasked Estep 
Score: -21975380.000000 Penalty: 6024.447266
	Iteration 48Q: 3 clusters Score -2.197538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 187496 members 
Entering Unmasked Estep 
Score: -21975372.000000 Penalty: 6024.447266
	Iteration 49Q: 3 clusters Score -2.197537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 187497 members 
Entering Unmasked Estep 
Score: -21975388.000000 Penalty: 6024.447266
	Iteration 50Q: 3 clusters Score -2.197539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 187499 members 
Entering Unmasked Estep 
Score: -21975392.000000 Penalty: 6024.447266
	Iteration 51Q: 3 clusters Score -2.197539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 187498 members 
Entering Unmasked Estep 
Score: -21975398.000000 Penalty: 6024.447266
	Iteration 52Q: 3 clusters Score -2.19754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 187498 members 
Entering Unmasked Estep 
Score: -21975398.000000 Penalty: 6024.447266
	Iteration 53F: 3 clusters Score -2.19754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -724211.375000 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -724211.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -718719.062500 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -718719.1 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -720237.750000 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -720237.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -720527.937500 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -720527.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -720727.562500 Penalty: 4357.627441
	Iteration 3F: 3 clusters Score -720727.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -720903.375000 Penalty: 4357.627441
	Iteration 4Q: 3 clusters Score -720903.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -721078.937500 Penalty: 4357.627441
	Iteration 5Q: 3 clusters Score -721078.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -721248.187500 Penalty: 4357.627441
	Iteration 6Q: 3 clusters Score -721248.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -721469.562500 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -721469.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -721688.812500 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -721688.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -721915.062500 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -721915.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -722117.062500 Penalty: 4357.627441
	Iteration 10Q: 3 clusters Score -722117.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -722271.750000 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -722271.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -722379.937500 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -722379.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -722447.500000 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -722447.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -722498.500000 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -722498.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -722535.062500 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -722535.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -722574.375000 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -722574.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -722599.500000 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -722599.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -722618.000000 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -722618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -722630.812500 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -722630.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -722639.062500 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -722639.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -722646.437500 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -722646.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -722653.750000 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -722653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -722663.312500 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -722663.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -722671.125000 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -722671.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -722676.875000 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -722676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -722681.812500 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -722681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -722682.937500 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -722682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -722685.937500 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -722685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -722687.750000 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -722687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -722686.687500 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -722686.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -722686.687500 Penalty: 4357.627441
	Iteration 31F: 3 clusters Score -722686.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Entering Unmasked Estep 
Score: -1059224.625000 Penalty: 2277.758301
	Iteration 0F: 2 clusters Score -1059225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1051661.500000 Penalty: 4555.516602
	Iteration 0F: 3 clusters Score -1051662 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1053859.125000 Penalty: 4555.516602
	Iteration 1F: 3 clusters Score -1053859 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1054199.625000 Penalty: 4555.516602
	Iteration 2F: 3 clusters Score -1054200 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1054439.250000 Penalty: 4555.516602
	Iteration 3F: 3 clusters Score -1054439 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1054672.750000 Penalty: 4555.516602
	Iteration 4Q: 3 clusters Score -1054673 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1054930.375000 Penalty: 4555.516602
	Iteration 5Q: 3 clusters Score -1054930 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1055207.875000 Penalty: 4555.516602
	Iteration 6Q: 3 clusters Score -1055208 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1055545.375000 Penalty: 4555.516602
	Iteration 7Q: 3 clusters Score -1055545 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1055897.625000 Penalty: 4555.516602
	Iteration 8F: 3 clusters Score -1055898 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1056236.750000 Penalty: 4555.516602
	Iteration 9F: 3 clusters Score -1056237 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1056533.375000 Penalty: 4555.516602
	Iteration 10Q: 3 clusters Score -1056533 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1056772.000000 Penalty: 4555.516602
	Iteration 11Q: 3 clusters Score -1056772 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1056996.000000 Penalty: 4555.516602
	Iteration 12Q: 3 clusters Score -1056996 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1057166.750000 Penalty: 4555.516602
	Iteration 13Q: 3 clusters Score -1057167 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1057319.375000 Penalty: 4555.516602
	Iteration 14Q: 3 clusters Score -1057319 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1057452.750000 Penalty: 4555.516602
	Iteration 15Q: 3 clusters Score -1057453 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1057535.750000 Penalty: 4555.516602
	Iteration 16Q: 3 clusters Score -1057536 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1057588.500000 Penalty: 4555.516602
	Iteration 17Q: 3 clusters Score -1057588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1057616.875000 Penalty: 4555.516602
	Iteration 18Q: 3 clusters Score -1057617 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1057640.375000 Penalty: 4555.516602
	Iteration 19Q: 3 clusters Score -1057640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1057659.250000 Penalty: 4555.516602
	Iteration 20F: 3 clusters Score -1057659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1057678.625000 Penalty: 4555.516602
	Iteration 21Q: 3 clusters Score -1057679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1057691.375000 Penalty: 4555.516602
	Iteration 22Q: 3 clusters Score -1057691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1057696.750000 Penalty: 4555.516602
	Iteration 23Q: 3 clusters Score -1057697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1057703.250000 Penalty: 4555.516602
	Iteration 24Q: 3 clusters Score -1057703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1057714.375000 Penalty: 4555.516602
	Iteration 25Q: 3 clusters Score -1057714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1057721.875000 Penalty: 4555.516602
	Iteration 26Q: 3 clusters Score -1057722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1057730.125000 Penalty: 4555.516602
	Iteration 27Q: 3 clusters Score -1057730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1057736.250000 Penalty: 4555.516602
	Iteration 28Q: 3 clusters Score -1057736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1057740.375000 Penalty: 4555.516602
	Iteration 29Q: 3 clusters Score -1057740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1057745.750000 Penalty: 4555.516602
	Iteration 30Q: 3 clusters Score -1057746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1057750.500000 Penalty: 4555.516602
	Iteration 31Q: 3 clusters Score -1057750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1057754.500000 Penalty: 4555.516602
	Iteration 32Q: 3 clusters Score -1057754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1057765.000000 Penalty: 4555.516602
	Iteration 33Q: 3 clusters Score -1057765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1057769.375000 Penalty: 4555.516602
	Iteration 34Q: 3 clusters Score -1057769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1057779.875000 Penalty: 4555.516602
	Iteration 35Q: 3 clusters Score -1057780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1057782.875000 Penalty: 4555.516602
	Iteration 36Q: 3 clusters Score -1057783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1057786.250000 Penalty: 4555.516602
	Iteration 37Q: 3 clusters Score -1057786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1057795.125000 Penalty: 4555.516602
	Iteration 38Q: 3 clusters Score -1057795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1057800.000000 Penalty: 4555.516602
	Iteration 39Q: 3 clusters Score -1057800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1057805.125000 Penalty: 4555.516602
	Iteration 40F: 3 clusters Score -1057805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1057818.250000 Penalty: 4555.516602
	Iteration 41Q: 3 clusters Score -1057818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1057823.375000 Penalty: 4555.516602
	Iteration 42Q: 3 clusters Score -1057823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1057832.375000 Penalty: 4555.516602
	Iteration 43Q: 3 clusters Score -1057832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1057838.750000 Penalty: 4555.516602
	Iteration 44Q: 3 clusters Score -1057839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1057848.125000 Penalty: 4555.516602
	Iteration 45Q: 3 clusters Score -1057848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1057856.000000 Penalty: 4555.516602
	Iteration 46Q: 3 clusters Score -1057856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1057856.250000 Penalty: 4555.516602
	Iteration 47Q: 3 clusters Score -1057856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1057858.375000 Penalty: 4555.516602
	Iteration 48Q: 3 clusters Score -1057858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1057860.000000 Penalty: 4555.516602
	Iteration 49Q: 3 clusters Score -1057860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1057861.625000 Penalty: 4555.516602
	Iteration 50Q: 3 clusters Score -1057862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1057860.250000 Penalty: 4555.516602
	Iteration 51Q: 3 clusters Score -1057860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1057862.375000 Penalty: 4555.516602
	Iteration 52Q: 3 clusters Score -1057862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1057862.750000 Penalty: 4555.516602
	Iteration 53Q: 3 clusters Score -1057863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1057863.750000 Penalty: 4555.516602
	Iteration 54Q: 3 clusters Score -1057864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1057863.750000 Penalty: 4555.516602
	Iteration 55F: 3 clusters Score -1057864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Entering Unmasked Estep 
Score: -4477227.500000 Penalty: 2617.356689
	Iteration 0F: 2 clusters Score -4477228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4451081.500000 Penalty: 5234.713379
	Iteration 0F: 3 clusters Score -4451082 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -4460686.500000 Penalty: 5234.713379
	Iteration 1F: 3 clusters Score -4460686 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4461187.500000 Penalty: 5234.713379
	Iteration 2Q: 3 clusters Score -4461188 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4461701.500000 Penalty: 5234.713379
	Iteration 3Q: 3 clusters Score -4461702 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4462385.500000 Penalty: 5234.713379
	Iteration 4Q: 3 clusters Score -4462386 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -4463340.000000 Penalty: 5234.713379
	Iteration 5Q: 3 clusters Score -4463340 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4464666.500000 Penalty: 5234.713379
	Iteration 6F: 3 clusters Score -4464666 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -4466369.500000 Penalty: 5234.713379
	Iteration 7F: 3 clusters Score -4466370 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4468245.500000 Penalty: 5234.713379
	Iteration 8F: 3 clusters Score -4468246 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4470094.000000 Penalty: 5234.713379
	Iteration 9F: 3 clusters Score -4470094 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4471540.000000 Penalty: 5234.713379
	Iteration 10F: 3 clusters Score -4471540 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4472461.500000 Penalty: 5234.713379
	Iteration 11Q: 3 clusters Score -4472462 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4472995.000000 Penalty: 5234.713379
	Iteration 12Q: 3 clusters Score -4472995 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4473315.500000 Penalty: 5234.713379
	Iteration 13Q: 3 clusters Score -4473316 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4473505.500000 Penalty: 5234.713379
	Iteration 14Q: 3 clusters Score -4473506 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4473658.000000 Penalty: 5234.713379
	Iteration 15Q: 3 clusters Score -4473658 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -4473779.500000 Penalty: 5234.713379
	Iteration 16Q: 3 clusters Score -4473780 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4473917.500000 Penalty: 5234.713379
	Iteration 17Q: 3 clusters Score -4473918 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4474011.000000 Penalty: 5234.713379
	Iteration 18Q: 3 clusters Score -4474011 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4474062.500000 Penalty: 5234.713379
	Iteration 19Q: 3 clusters Score -4474062 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4474130.500000 Penalty: 5234.713379
	Iteration 20F: 3 clusters Score -4474130 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -4474186.500000 Penalty: 5234.713379
	Iteration 21Q: 3 clusters Score -4474186 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4474228.000000 Penalty: 5234.713379
	Iteration 22Q: 3 clusters Score -4474228 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4474237.000000 Penalty: 5234.713379
	Iteration 23Q: 3 clusters Score -4474237 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4474289.000000 Penalty: 5234.713379
	Iteration 24Q: 3 clusters Score -4474289 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4474297.000000 Penalty: 5234.713379
	Iteration 25Q: 3 clusters Score -4474297 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4474332.500000 Penalty: 5234.713379
	Iteration 26Q: 3 clusters Score -4474332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4474340.500000 Penalty: 5234.713379
	Iteration 27Q: 3 clusters Score -4474340 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -4474370.500000 Penalty: 5234.713379
	Iteration 28Q: 3 clusters Score -4474370 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4474373.000000 Penalty: 5234.713379
	Iteration 29Q: 3 clusters Score -4474373 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -4474389.000000 Penalty: 5234.713379
	Iteration 30Q: 3 clusters Score -4474389 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4474403.500000 Penalty: 5234.713379
	Iteration 31Q: 3 clusters Score -4474404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4474420.000000 Penalty: 5234.713379
	Iteration 32Q: 3 clusters Score -4474420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4474441.000000 Penalty: 5234.713379
	Iteration 33Q: 3 clusters Score -4474441 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4474453.000000 Penalty: 5234.713379
	Iteration 34Q: 3 clusters Score -4474453 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4474465.500000 Penalty: 5234.713379
	Iteration 35Q: 3 clusters Score -4474466 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -4474478.500000 Penalty: 5234.713379
	Iteration 36Q: 3 clusters Score -4474478 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -4474489.000000 Penalty: 5234.713379
	Iteration 37Q: 3 clusters Score -4474489 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -4474507.500000 Penalty: 5234.713379
	Iteration 38Q: 3 clusters Score -4474508 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4474520.500000 Penalty: 5234.713379
	Iteration 39Q: 3 clusters Score -4474520 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -4474556.500000 Penalty: 5234.713379
	Iteration 40F: 3 clusters Score -4474556 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -4474570.000000 Penalty: 5234.713379
	Iteration 41Q: 3 clusters Score -4474570 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -4474571.000000 Penalty: 5234.713379
	Iteration 42Q: 3 clusters Score -4474571 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -4474576.500000 Penalty: 5234.713379
	Iteration 43Q: 3 clusters Score -4474576 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4474589.000000 Penalty: 5234.713379
	Iteration 44Q: 3 clusters Score -4474589 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4474612.000000 Penalty: 5234.713379
	Iteration 45Q: 3 clusters Score -4474612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4474630.500000 Penalty: 5234.713379
	Iteration 46Q: 3 clusters Score -4474630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -4474656.000000 Penalty: 5234.713379
	Iteration 47Q: 3 clusters Score -4474656 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4474678.500000 Penalty: 5234.713379
	Iteration 48Q: 3 clusters Score -4474678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4474682.000000 Penalty: 5234.713379
	Iteration 49Q: 3 clusters Score -4474682 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4474679.000000 Penalty: 5234.713379
	Iteration 50Q: 3 clusters Score -4474679 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -4474690.000000 Penalty: 5234.713379
	Iteration 51Q: 3 clusters Score -4474690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -4474706.500000 Penalty: 5234.713379
	Iteration 52Q: 3 clusters Score -4474706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -4474727.500000 Penalty: 5234.713379
	Iteration 53Q: 3 clusters Score -4474728 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -4474736.500000 Penalty: 5234.713379
	Iteration 54Q: 3 clusters Score -4474736 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -4474756.500000 Penalty: 5234.713379
	Iteration 55Q: 3 clusters Score -4474756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4474765.000000 Penalty: 5234.713379
	Iteration 56Q: 3 clusters Score -4474765 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4474778.500000 Penalty: 5234.713379
	Iteration 57Q: 3 clusters Score -4474778 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -4474786.500000 Penalty: 5234.713379
	Iteration 58Q: 3 clusters Score -4474786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4474777.500000 Penalty: 5234.713379
	Iteration 59Q: 3 clusters Score -4474778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -4474798.000000 Penalty: 5234.713379
	Iteration 60F: 3 clusters Score -4474798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4474801.500000 Penalty: 5234.713379
	Iteration 61Q: 3 clusters Score -4474802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -4474800.500000 Penalty: 5234.713379
	Iteration 62Q: 3 clusters Score -4474800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4474804.500000 Penalty: 5234.713379
	Iteration 63Q: 3 clusters Score -4474804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -4474815.000000 Penalty: 5234.713379
	Iteration 64Q: 3 clusters Score -4474815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4474831.000000 Penalty: 5234.713379
	Iteration 65Q: 3 clusters Score -4474831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -4474837.500000 Penalty: 5234.713379
	Iteration 66Q: 3 clusters Score -4474838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -4474830.500000 Penalty: 5234.713379
	Iteration 67Q: 3 clusters Score -4474830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4474830.500000 Penalty: 5234.713379
	Iteration 68Q: 3 clusters Score -4474830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -4474840.000000 Penalty: 5234.713379
	Iteration 69Q: 3 clusters Score -4474840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -4474842.500000 Penalty: 5234.713379
	Iteration 70Q: 3 clusters Score -4474842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -4474857.000000 Penalty: 5234.713379
	Iteration 71Q: 3 clusters Score -4474857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4474862.500000 Penalty: 5234.713379
	Iteration 72Q: 3 clusters Score -4474862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4474875.500000 Penalty: 5234.713379
	Iteration 73Q: 3 clusters Score -4474876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4474886.500000 Penalty: 5234.713379
	Iteration 74Q: 3 clusters Score -4474886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4474883.000000 Penalty: 5234.713379
	Iteration 75Q: 3 clusters Score -4474883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -4474894.000000 Penalty: 5234.713379
	Iteration 76Q: 3 clusters Score -4474894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -4474894.000000 Penalty: 5234.713379
	Iteration 77Q: 3 clusters Score -4474894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4474906.500000 Penalty: 5234.713379
	Iteration 78Q: 3 clusters Score -4474906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -4474922.500000 Penalty: 5234.713379
	Iteration 79Q: 3 clusters Score -4474922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4474920 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4474925 nChanged 70
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Mstep: Class 2 contains 27870 members 
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	Iteration 84Q: 3 clusters Score -4474967 nChanged 74
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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 1 contains 10054 members 
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	Iteration 88Q: 3 clusters Score -4474983 nChanged 109
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Mstep: Class 1 contains 9945 members 
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	Iteration 89Q: 3 clusters Score -4474980 nChanged 123
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Mstep: Class 1 contains 9822 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9584 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9344 members 
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	Iteration 94Q: 3 clusters Score -4475063 nChanged 104
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	Iteration 96Q: 3 clusters Score -4475093 nChanged 74
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Mstep: Class 1 contains 9080 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4475092 nChanged 58
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Mstep: Class 1 contains 9022 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4475096 nChanged 60
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Mstep: Class 1 contains 8962 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4475103 nChanged 54
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Mstep: Class 1 contains 8908 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4475107 nChanged 42
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Mstep: Class 1 contains 8866 members 
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	Iteration 101Q: 3 clusters Score -4475117 nChanged 43
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Mstep: Class 1 contains 8823 members 
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	Iteration 102Q: 3 clusters Score -4475114 nChanged 51
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Mstep: Class 1 contains 8772 members 
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	Iteration 103Q: 3 clusters Score -4475117 nChanged 58
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Mstep: Class 1 contains 8714 members 
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	Iteration 104Q: 3 clusters Score -4475124 nChanged 67
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	Iteration 105Q: 3 clusters Score -4475132 nChanged 61
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4475138 nChanged 58
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	Iteration 107Q: 3 clusters Score -4475152 nChanged 63
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	Iteration 108Q: 3 clusters Score -4475156 nChanged 56
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	Iteration 109Q: 3 clusters Score -4475176 nChanged 77
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	Iteration 110Q: 3 clusters Score -4475185 nChanged 72
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	Iteration 111Q: 3 clusters Score -4475162 nChanged 81
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	Iteration 112Q: 3 clusters Score -4475171 nChanged 78
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	Iteration 113Q: 3 clusters Score -4475181 nChanged 96
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	Iteration 114Q: 3 clusters Score -4475194 nChanged 85
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	Iteration 115Q: 3 clusters Score -4475200 nChanged 83
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	Iteration 116Q: 3 clusters Score -4475219 nChanged 65
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	Iteration 117Q: 3 clusters Score -4475232 nChanged 73
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Mstep: Class 1 contains 7707 members 
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	Iteration 118Q: 3 clusters Score -4475242 nChanged 51
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	Iteration 119Q: 3 clusters Score -4475252 nChanged 51
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Score: -4475257.000000 Penalty: 5234.713379
	Iteration 120F: 3 clusters Score -4475257 nChanged 59
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Mstep: Class 1 contains 7554 members 
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	Iteration 121Q: 3 clusters Score -4475262 nChanged 66
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Mstep: Class 1 contains 7488 members 
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	Iteration 122Q: 3 clusters Score -4475278 nChanged 68
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Mstep: Class 1 contains 7422 members 
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	Iteration 123Q: 3 clusters Score -4475282 nChanged 63
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Mstep: Class 1 contains 7367 members 
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Score: -4475290.000000 Penalty: 5234.713379
	Iteration 124Q: 3 clusters Score -4475290 nChanged 62
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Mstep: Class 1 contains 7305 members 
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	Iteration 125Q: 3 clusters Score -4475295 nChanged 71
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Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 31091 members 
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Score: -4475313.000000 Penalty: 5234.713379
	Iteration 126Q: 3 clusters Score -4475313 nChanged 67
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Mstep: Class 1 contains 7171 members 
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	Iteration 127Q: 3 clusters Score -4475318 nChanged 69
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	Iteration 128Q: 3 clusters Score -4475332 nChanged 69
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Mstep: Class 1 contains 7035 members 
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	Iteration 129Q: 3 clusters Score -4475340 nChanged 60
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	Iteration 130Q: 3 clusters Score -4475358 nChanged 53
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Mstep: Class 1 contains 6922 members 
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	Iteration 131Q: 3 clusters Score -4475360 nChanged 41
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Mstep: Class 1 contains 6881 members 
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	Iteration 132Q: 3 clusters Score -4475366 nChanged 44
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Score: -4475354.000000 Penalty: 5234.713379
	Iteration 133Q: 3 clusters Score -4475354 nChanged 47
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	Iteration 134Q: 3 clusters Score -4475372 nChanged 49
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	Iteration 135Q: 3 clusters Score -4475368 nChanged 50
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	Iteration 136Q: 3 clusters Score -4475384 nChanged 50
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	Iteration 137Q: 3 clusters Score -4475386 nChanged 45
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Mstep: Class 1 contains 6598 members 
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	Iteration 138Q: 3 clusters Score -4475378 nChanged 32
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Mstep: Class 1 contains 6568 members 
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	Iteration 139Q: 3 clusters Score -4475374 nChanged 33
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	Iteration 140F: 3 clusters Score -4475375 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6492 members 
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	Iteration 141Q: 3 clusters Score -4475384 nChanged 29
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Mstep: Class 1 contains 6463 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4475392 nChanged 20
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Mstep: Class 1 contains 6443 members 
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	Iteration 143Q: 3 clusters Score -4475392 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6430 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4475396 nChanged 16
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Mstep: Class 1 contains 6414 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4475407 nChanged 13
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Mstep: Class 1 contains 6401 members 
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	Iteration 146Q: 3 clusters Score -4475398 nChanged 14
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4475402 nChanged 16
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4475396 nChanged 21
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Mstep: Class 1 contains 6350 members 
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Entering Unmasked Estep 
Score: -4475403.500000 Penalty: 5234.713379
	Iteration 149Q: 3 clusters Score -4475404 nChanged 29
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Mstep: Class 1 contains 6321 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -4475408 nChanged 35
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Mstep: Class 1 contains 6286 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4475404 nChanged 41
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Mstep: Class 1 contains 6245 members 
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Entering Unmasked Estep 
Score: -4475415.000000 Penalty: 5234.713379
	Iteration 152Q: 3 clusters Score -4475415 nChanged 49
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Mstep: Class 1 contains 6196 members 
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Entering Unmasked Estep 
Score: -4475425.500000 Penalty: 5234.713379
	Iteration 153Q: 3 clusters Score -4475426 nChanged 42
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Mstep: Class 1 contains 6154 members 
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Entering Unmasked Estep 
Score: -4475440.000000 Penalty: 5234.713379
	Iteration 154Q: 3 clusters Score -4475440 nChanged 30
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Mstep: Class 1 contains 6124 members 
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Entering Unmasked Estep 
Score: -4475436.500000 Penalty: 5234.713379
	Iteration 155Q: 3 clusters Score -4475436 nChanged 33
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Mstep: Class 1 contains 6091 members 
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Entering Unmasked Estep 
Score: -4475444.000000 Penalty: 5234.713379
	Iteration 156Q: 3 clusters Score -4475444 nChanged 33
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4475446 nChanged 41
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Mstep: Class 1 contains 6025 members 
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	Iteration 158Q: 3 clusters Score -4475447 nChanged 49
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4475460 nChanged 47
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Mstep: Class 1 contains 5931 members 
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Entering Unmasked Estep 
Score: -4475453.000000 Penalty: 5234.713379
	Iteration 160F: 3 clusters Score -4475453 nChanged 49
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4475470 nChanged 49
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Mstep: Class 1 contains 5833 members 
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Entering Unmasked Estep 
Score: -4475477.500000 Penalty: 5234.713379
	Iteration 162Q: 3 clusters Score -4475478 nChanged 53
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Mstep: Class 1 contains 5784 members 
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Entering Unmasked Estep 
Score: -4475475.000000 Penalty: 5234.713379
	Iteration 163Q: 3 clusters Score -4475475 nChanged 38
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Entering Unmasked Estep 
Score: -4475491.500000 Penalty: 5234.713379
	Iteration 164Q: 3 clusters Score -4475492 nChanged 34
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Mstep: Class 1 contains 5716 members 
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Entering Unmasked Estep 
Score: -4475496.500000 Penalty: 5234.713379
	Iteration 165Q: 3 clusters Score -4475496 nChanged 43
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Entering Unmasked Estep 
Score: -4475500.000000 Penalty: 5234.713379
	Iteration 166Q: 3 clusters Score -4475500 nChanged 40
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Entering Unmasked Estep 
Score: -4475499.000000 Penalty: 5234.713379
	Iteration 167Q: 3 clusters Score -4475499 nChanged 38
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Mstep: Class 1 contains 5597 members 
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Entering Unmasked Estep 
Score: -4475503.000000 Penalty: 5234.713379
	Iteration 168Q: 3 clusters Score -4475503 nChanged 37
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Entering Unmasked Estep 
Score: -4475504.500000 Penalty: 5234.713379
	Iteration 169Q: 3 clusters Score -4475504 nChanged 38
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Entering Unmasked Estep 
Score: -4475511.000000 Penalty: 5234.713379
	Iteration 170Q: 3 clusters Score -4475511 nChanged 35
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Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4475515.000000 Penalty: 5234.713379
	Iteration 171Q: 3 clusters Score -4475515 nChanged 35
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Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4475520.500000 Penalty: 5234.713379
	Iteration 172Q: 3 clusters Score -4475520 nChanged 35
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Entering Unmasked Estep 
Score: -4475537.000000 Penalty: 5234.713379
	Iteration 173Q: 3 clusters Score -4475537 nChanged 30
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Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4475533.000000 Penalty: 5234.713379
	Iteration 174Q: 3 clusters Score -4475533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4475551.500000 Penalty: 5234.713379
	Iteration 175Q: 3 clusters Score -4475552 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4475559.000000 Penalty: 5234.713379
	Iteration 176Q: 3 clusters Score -4475559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4475555.500000 Penalty: 5234.713379
	Iteration 177Q: 3 clusters Score -4475556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4475554.000000 Penalty: 5234.713379
	Iteration 178Q: 3 clusters Score -4475554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4475556.500000 Penalty: 5234.713379
	Iteration 179Q: 3 clusters Score -4475556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4475558.500000 Penalty: 5234.713379
	Iteration 180F: 3 clusters Score -4475558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -4475558.000000 Penalty: 5234.713379
	Iteration 181Q: 3 clusters Score -4475558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4475558.500000 Penalty: 5234.713379
	Iteration 182Q: 3 clusters Score -4475558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -4475569.000000 Penalty: 5234.713379
	Iteration 183Q: 3 clusters Score -4475569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -4475573.500000 Penalty: 5234.713379
	Iteration 184Q: 3 clusters Score -4475574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -4475570.500000 Penalty: 5234.713379
	Iteration 185Q: 3 clusters Score -4475570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -4475571.000000 Penalty: 5234.713379
	Iteration 186Q: 3 clusters Score -4475571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -4475583.500000 Penalty: 5234.713379
	Iteration 187Q: 3 clusters Score -4475584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4475583.000000 Penalty: 5234.713379
	Iteration 188Q: 3 clusters Score -4475583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -4475585.000000 Penalty: 5234.713379
	Iteration 189Q: 3 clusters Score -4475585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -4475589.000000 Penalty: 5234.713379
	Iteration 190Q: 3 clusters Score -4475589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4475597.000000 Penalty: 5234.713379
	Iteration 191Q: 3 clusters Score -4475597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -4475609.000000 Penalty: 5234.713379
	Iteration 192Q: 3 clusters Score -4475609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4475616.000000 Penalty: 5234.713379
	Iteration 193Q: 3 clusters Score -4475616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4475612.500000 Penalty: 5234.713379
	Iteration 194Q: 3 clusters Score -4475612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4475613.000000 Penalty: 5234.713379
	Iteration 195Q: 3 clusters Score -4475613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4475616.000000 Penalty: 5234.713379
	Iteration 196Q: 3 clusters Score -4475616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -4475622.500000 Penalty: 5234.713379
	Iteration 197Q: 3 clusters Score -4475622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -4475619.000000 Penalty: 5234.713379
	Iteration 198Q: 3 clusters Score -4475619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -4475622.500000 Penalty: 5234.713379
	Iteration 199Q: 3 clusters Score -4475622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4475620.500000 Penalty: 5234.713379
	Iteration 200F: 3 clusters Score -4475620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4475624.000000 Penalty: 5234.713379
	Iteration 201Q: 3 clusters Score -4475624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4475620.000000 Penalty: 5234.713379
	Iteration 202Q: 3 clusters Score -4475620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4475622.000000 Penalty: 5234.713379
	Iteration 203Q: 3 clusters Score -4475622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4475621.500000 Penalty: 5234.713379
	Iteration 204Q: 3 clusters Score -4475622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4475619.500000 Penalty: 5234.713379
	Iteration 205Q: 3 clusters Score -4475620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4475613.500000 Penalty: 5234.713379
	Iteration 206Q: 3 clusters Score -4475614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -4475615.500000 Penalty: 5234.713379
	Iteration 207Q: 3 clusters Score -4475616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4475617.500000 Penalty: 5234.713379
	Iteration 208Q: 3 clusters Score -4475618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4475616.000000 Penalty: 5234.713379
	Iteration 209Q: 3 clusters Score -4475616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -4475620.500000 Penalty: 5234.713379
	Iteration 210Q: 3 clusters Score -4475620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4475614.500000 Penalty: 5234.713379
	Iteration 211Q: 3 clusters Score -4475614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4475620.000000 Penalty: 5234.713379
	Iteration 212Q: 3 clusters Score -4475620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4475620.000000 Penalty: 5234.713379
	Iteration 213F: 3 clusters Score -4475620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (223946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223946 members 
Entering Unmasked Estep 
Score: -25948944.000000 Penalty: 3055.151855
	Iteration 0F: 2 clusters Score -2.594894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111768 members 
Mstep: Class 2 contains 112178 members 
Entering Unmasked Estep 
Score: -25805816.000000 Penalty: 6110.303711
	Iteration 0F: 3 clusters Score -2.580582e+07 nChanged 108007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106613 members 
Mstep: Class 2 contains 117333 members 
Entering Unmasked Estep 
Score: -25870026.000000 Penalty: 6110.303711
	Iteration 1F: 3 clusters Score -2.587003e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 120685 members 
Entering Unmasked Estep 
Score: -25872232.000000 Penalty: 6110.303711
	Iteration 2Q: 3 clusters Score -2.587223e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Mstep: Class 2 contains 125847 members 
Entering Unmasked Estep 
Score: -25875330.000000 Penalty: 6110.303711
	Iteration 3Q: 3 clusters Score -2.587533e+07 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
Score: -25880304.000000 Penalty: 6110.303711
	Iteration 4Q: 3 clusters Score -2.58803e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 144506 members 
Entering Unmasked Estep 
Score: -25888302.000000 Penalty: 6110.303711
	Iteration 5F: 3 clusters Score -2.58883e+07 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -25898956.000000 Penalty: 6110.303711
	Iteration 6F: 3 clusters Score -2.589896e+07 nChanged 16651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 173802 members 
Entering Unmasked Estep 
Score: -25911582.000000 Penalty: 6110.303711
	Iteration 7F: 3 clusters Score -2.591158e+07 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 188731 members 
Entering Unmasked Estep 
Score: -25922962.000000 Penalty: 6110.303711
	Iteration 8F: 3 clusters Score -2.592296e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 200655 members 
Entering Unmasked Estep 
Score: -25932012.000000 Penalty: 6110.303711
	Iteration 9F: 3 clusters Score -2.593201e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 208971 members 
Entering Unmasked Estep 
Score: -25938052.000000 Penalty: 6110.303711
	Iteration 10Q: 3 clusters Score -2.593805e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 214136 members 
Entering Unmasked Estep 
Score: -25941272.000000 Penalty: 6110.303711
	Iteration 11Q: 3 clusters Score -2.594127e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 217332 members 
Entering Unmasked Estep 
Score: -25943306.000000 Penalty: 6110.303711
	Iteration 12Q: 3 clusters Score -2.594331e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 219311 members 
Entering Unmasked Estep 
Score: -25944540.000000 Penalty: 6110.303711
	Iteration 13Q: 3 clusters Score -2.594454e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 220495 members 
Entering Unmasked Estep 
Score: -25945282.000000 Penalty: 6110.303711
	Iteration 14Q: 3 clusters Score -2.594528e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 221196 members 
Entering Unmasked Estep 
Score: -25945626.000000 Penalty: 6110.303711
	Iteration 15Q: 3 clusters Score -2.594563e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 221636 members 
Entering Unmasked Estep 
Score: -25945876.000000 Penalty: 6110.303711
	Iteration 16Q: 3 clusters Score -2.594588e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 221921 members 
Entering Unmasked Estep 
Score: -25946026.000000 Penalty: 6110.303711
	Iteration 17Q: 3 clusters Score -2.594603e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 222075 members 
Entering Unmasked Estep 
Score: -25946170.000000 Penalty: 6110.303711
	Iteration 18Q: 3 clusters Score -2.594617e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 222175 members 
Entering Unmasked Estep 
Score: -25946246.000000 Penalty: 6110.303711
	Iteration 19Q: 3 clusters Score -2.594625e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 222235 members 
Entering Unmasked Estep 
Score: -25946202.000000 Penalty: 6110.303711
	Iteration 20F: 3 clusters Score -2.59462e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 222273 members 
Entering Unmasked Estep 
Score: -25946280.000000 Penalty: 6110.303711
	Iteration 21Q: 3 clusters Score -2.594628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 222304 members 
Entering Unmasked Estep 
Score: -25946316.000000 Penalty: 6110.303711
	Iteration 22Q: 3 clusters Score -2.594632e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 222336 members 
Entering Unmasked Estep 
Score: -25946344.000000 Penalty: 6110.303711
	Iteration 23Q: 3 clusters Score -2.594634e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 222356 members 
Entering Unmasked Estep 
Score: -25946340.000000 Penalty: 6110.303711
	Iteration 24Q: 3 clusters Score -2.594634e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 222368 members 
Entering Unmasked Estep 
Score: -25946356.000000 Penalty: 6110.303711
	Iteration 25Q: 3 clusters Score -2.594636e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 222383 members 
Entering Unmasked Estep 
Score: -25946376.000000 Penalty: 6110.303711
	Iteration 26Q: 3 clusters Score -2.594638e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 222400 members 
Entering Unmasked Estep 
Score: -25946378.000000 Penalty: 6110.303711
	Iteration 27Q: 3 clusters Score -2.594638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 222414 members 
Entering Unmasked Estep 
Score: -25946422.000000 Penalty: 6110.303711
	Iteration 28Q: 3 clusters Score -2.594642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 222435 members 
Entering Unmasked Estep 
Score: -25946394.000000 Penalty: 6110.303711
	Iteration 29Q: 3 clusters Score -2.594639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 222446 members 
Entering Unmasked Estep 
Score: -25946426.000000 Penalty: 6110.303711
	Iteration 30Q: 3 clusters Score -2.594643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 222458 members 
Entering Unmasked Estep 
Score: -25946462.000000 Penalty: 6110.303711
	Iteration 31Q: 3 clusters Score -2.594646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 222459 members 
Entering Unmasked Estep 
Score: -25946470.000000 Penalty: 6110.303711
	Iteration 32Q: 3 clusters Score -2.594647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 222464 members 
Entering Unmasked Estep 
Score: -25946464.000000 Penalty: 6110.303711
	Iteration 33Q: 3 clusters Score -2.594646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 222468 members 
Entering Unmasked Estep 
Score: -25946478.000000 Penalty: 6110.303711
	Iteration 34Q: 3 clusters Score -2.594648e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 222490 members 
Entering Unmasked Estep 
Score: -25946490.000000 Penalty: 6110.303711
	Iteration 35Q: 3 clusters Score -2.594649e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 222501 members 
Entering Unmasked Estep 
Score: -25946494.000000 Penalty: 6110.303711
	Iteration 36Q: 3 clusters Score -2.594649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 222510 members 
Entering Unmasked Estep 
Score: -25946480.000000 Penalty: 6110.303711
	Iteration 37Q: 3 clusters Score -2.594648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 222512 members 
Entering Unmasked Estep 
Score: -25946508.000000 Penalty: 6110.303711
	Iteration 38Q: 3 clusters Score -2.594651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 222515 members 
Entering Unmasked Estep 
Score: -25946510.000000 Penalty: 6110.303711
	Iteration 39Q: 3 clusters Score -2.594651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 222519 members 
Entering Unmasked Estep 
Score: -25946510.000000 Penalty: 6110.303711
	Iteration 40F: 3 clusters Score -2.594651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 222521 members 
Entering Unmasked Estep 
Score: -25946496.000000 Penalty: 6110.303711
	Iteration 41Q: 3 clusters Score -2.59465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 222522 members 
Entering Unmasked Estep 
Score: -25946514.000000 Penalty: 6110.303711
	Iteration 42Q: 3 clusters Score -2.594651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 222523 members 
Entering Unmasked Estep 
Score: -25946514.000000 Penalty: 6110.303711
	Iteration 43Q: 3 clusters Score -2.594651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 222532 members 
Entering Unmasked Estep 
Score: -25946514.000000 Penalty: 6110.303711
	Iteration 44Q: 3 clusters Score -2.594651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 222541 members 
Entering Unmasked Estep 
Score: -25946514.000000 Penalty: 6110.303711
	Iteration 45Q: 3 clusters Score -2.594651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 222544 members 
Entering Unmasked Estep 
Score: -25946524.000000 Penalty: 6110.303711
	Iteration 46Q: 3 clusters Score -2.594652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 222544 members 
Entering Unmasked Estep 
Score: -25946536.000000 Penalty: 6110.303711
	Iteration 47Q: 3 clusters Score -2.594654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 222545 members 
Entering Unmasked Estep 
Score: -25946532.000000 Penalty: 6110.303711
	Iteration 48Q: 3 clusters Score -2.594653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 222546 members 
Entering Unmasked Estep 
Score: -25946518.000000 Penalty: 6110.303711
	Iteration 49Q: 3 clusters Score -2.594652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 222546 members 
Entering Unmasked Estep 
Score: -25946518.000000 Penalty: 6110.303711
	Iteration 50F: 3 clusters Score -2.594652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -73531.523438 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -73531.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71841.765625 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -71841.77 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72091.757812 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -72091.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72159.914062 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -72159.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72217.296875 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -72217.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72284.640625 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -72284.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72333.328125 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -72333.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72388.812500 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -72388.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72430.132812 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -72430.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72469.781250 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -72469.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72510.117188 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -72510.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72537.578125 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -72537.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72549.242188 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -72549.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72556.273438 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -72556.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72567.710938 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -72567.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72575.867188 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -72575.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72581.625000 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -72581.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72582.437500 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -72582.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72582.437500 Penalty: 3248.626709
	Iteration 17F: 3 clusters Score -72582.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (37622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Entering Unmasked Estep 
Score: -4028728.750000 Penalty: 2612.765381
	Iteration 0F: 2 clusters Score -4028729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4003122.250000 Penalty: 5225.530762
	Iteration 0F: 3 clusters Score -4003122 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -4012585.500000 Penalty: 5225.530762
	Iteration 1F: 3 clusters Score -4012586 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4013235.500000 Penalty: 5225.530762
	Iteration 2Q: 3 clusters Score -4013236 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4013883.750000 Penalty: 5225.530762
	Iteration 3Q: 3 clusters Score -4013884 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4014633.750000 Penalty: 5225.530762
	Iteration 4Q: 3 clusters Score -4014634 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4015407.750000 Penalty: 5225.530762
	Iteration 5Q: 3 clusters Score -4015408 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4016247.250000 Penalty: 5225.530762
	Iteration 6Q: 3 clusters Score -4016247 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4017055.750000 Penalty: 5225.530762
	Iteration 7Q: 3 clusters Score -4017056 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4017872.750000 Penalty: 5225.530762
	Iteration 8Q: 3 clusters Score -4017873 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4018670.000000 Penalty: 5225.530762
	Iteration 9Q: 3 clusters Score -4018670 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4019405.250000 Penalty: 5225.530762
	Iteration 10Q: 3 clusters Score -4019405 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4020150.500000 Penalty: 5225.530762
	Iteration 11Q: 3 clusters Score -4020150 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4020824.500000 Penalty: 5225.530762
	Iteration 12Q: 3 clusters Score -4020824 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4021465.250000 Penalty: 5225.530762
	Iteration 13Q: 3 clusters Score -4021465 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -4022072.500000 Penalty: 5225.530762
	Iteration 14Q: 3 clusters Score -4022072 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4022649.250000 Penalty: 5225.530762
	Iteration 15Q: 3 clusters Score -4022649 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -4023207.250000 Penalty: 5225.530762
	Iteration 16Q: 3 clusters Score -4023207 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -4023815.500000 Penalty: 5225.530762
	Iteration 17Q: 3 clusters Score -4023816 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -4024375.000000 Penalty: 5225.530762
	Iteration 18Q: 3 clusters Score -4024375 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4024854.000000 Penalty: 5225.530762
	Iteration 19Q: 3 clusters Score -4024854 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4025293.750000 Penalty: 5225.530762
	Iteration 20F: 3 clusters Score -4025294 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -4025716.250000 Penalty: 5225.530762
	Iteration 21Q: 3 clusters Score -4025716 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4026156.500000 Penalty: 5225.530762
	Iteration 22Q: 3 clusters Score -4026156 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -4026509.000000 Penalty: 5225.530762
	Iteration 23Q: 3 clusters Score -4026509 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4026842.500000 Penalty: 5225.530762
	Iteration 24Q: 3 clusters Score -4026842 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4027113.000000 Penalty: 5225.530762
	Iteration 25Q: 3 clusters Score -4027113 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4027309.750000 Penalty: 5225.530762
	Iteration 26Q: 3 clusters Score -4027310 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4027436.750000 Penalty: 5225.530762
	Iteration 27Q: 3 clusters Score -4027437 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -4027533.250000 Penalty: 5225.530762
	Iteration 28Q: 3 clusters Score -4027533 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4027608.250000 Penalty: 5225.530762
	Iteration 29Q: 3 clusters Score -4027608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4027674.500000 Penalty: 5225.530762
	Iteration 30Q: 3 clusters Score -4027674 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4027715.250000 Penalty: 5225.530762
	Iteration 31Q: 3 clusters Score -4027715 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4027732.750000 Penalty: 5225.530762
	Iteration 32Q: 3 clusters Score -4027733 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4027766.500000 Penalty: 5225.530762
	Iteration 33Q: 3 clusters Score -4027766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4027784.500000 Penalty: 5225.530762
	Iteration 34Q: 3 clusters Score -4027784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -4027805.750000 Penalty: 5225.530762
	Iteration 35Q: 3 clusters Score -4027806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -4027829.750000 Penalty: 5225.530762
	Iteration 36Q: 3 clusters Score -4027830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -4027834.500000 Penalty: 5225.530762
	Iteration 37Q: 3 clusters Score -4027834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -4027842.250000 Penalty: 5225.530762
	Iteration 38Q: 3 clusters Score -4027842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4027856.250000 Penalty: 5225.530762
	Iteration 39Q: 3 clusters Score -4027856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -4027863.250000 Penalty: 5225.530762
	Iteration 40F: 3 clusters Score -4027863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4027882.250000 Penalty: 5225.530762
	Iteration 41Q: 3 clusters Score -4027882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -4027883.000000 Penalty: 5225.530762
	Iteration 42Q: 3 clusters Score -4027883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4027884.750000 Penalty: 5225.530762
	Iteration 43Q: 3 clusters Score -4027885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -4027894.000000 Penalty: 5225.530762
	Iteration 44Q: 3 clusters Score -4027894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4027896.500000 Penalty: 5225.530762
	Iteration 45Q: 3 clusters Score -4027896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4027904.750000 Penalty: 5225.530762
	Iteration 46Q: 3 clusters Score -4027905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4027903.000000 Penalty: 5225.530762
	Iteration 47Q: 3 clusters Score -4027903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4027918.250000 Penalty: 5225.530762
	Iteration 48Q: 3 clusters Score -4027918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -4027921.000000 Penalty: 5225.530762
	Iteration 49Q: 3 clusters Score -4027921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4027928.500000 Penalty: 5225.530762
	Iteration 50Q: 3 clusters Score -4027928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -4027923.750000 Penalty: 5225.530762
	Iteration 51Q: 3 clusters Score -4027924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4027928.000000 Penalty: 5225.530762
	Iteration 52Q: 3 clusters Score -4027928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -4027937.250000 Penalty: 5225.530762
	Iteration 53Q: 3 clusters Score -4027937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -4027936.500000 Penalty: 5225.530762
	Iteration 54Q: 3 clusters Score -4027936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4027940.250000 Penalty: 5225.530762
	Iteration 55Q: 3 clusters Score -4027940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4027948.750000 Penalty: 5225.530762
	Iteration 56Q: 3 clusters Score -4027949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -4027943.250000 Penalty: 5225.530762
	Iteration 57Q: 3 clusters Score -4027943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -4027948.250000 Penalty: 5225.530762
	Iteration 58Q: 3 clusters Score -4027948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -4027946.750000 Penalty: 5225.530762
	Iteration 59Q: 3 clusters Score -4027947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4027949.000000 Penalty: 5225.530762
	Iteration 60F: 3 clusters Score -4027949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4027945.750000 Penalty: 5225.530762
	Iteration 61Q: 3 clusters Score -4027946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4027945.500000 Penalty: 5225.530762
	Iteration 62Q: 3 clusters Score -4027946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -4027943.750000 Penalty: 5225.530762
	Iteration 63Q: 3 clusters Score -4027944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -4027947.250000 Penalty: 5225.530762
	Iteration 64Q: 3 clusters Score -4027947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4027944.500000 Penalty: 5225.530762
	Iteration 65Q: 3 clusters Score -4027944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4027946.500000 Penalty: 5225.530762
	Iteration 66Q: 3 clusters Score -4027946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4027948.250000 Penalty: 5225.530762
	Iteration 67Q: 3 clusters Score -4027948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4027948.250000 Penalty: 5225.530762
	Iteration 68F: 3 clusters Score -4027948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1302415.125000 Penalty: 2344.083984
	Iteration 0F: 2 clusters Score -1302415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1293005.500000 Penalty: 4688.167969
	Iteration 0F: 3 clusters Score -1293006 nChanged 5443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1296339.875000 Penalty: 4688.167969
	Iteration 1F: 3 clusters Score -1296340 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1296894.750000 Penalty: 4688.167969
	Iteration 2F: 3 clusters Score -1296895 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1297308.125000 Penalty: 4688.167969
	Iteration 3F: 3 clusters Score -1297308 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1297658 nChanged 594
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1297957.625000 Penalty: 4688.167969
	Iteration 5Q: 3 clusters Score -1297958 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1298215.000000 Penalty: 4688.167969
	Iteration 6Q: 3 clusters Score -1298215 nChanged 471
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1298432.500000 Penalty: 4688.167969
	Iteration 7Q: 3 clusters Score -1298432 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1298611.875000 Penalty: 4688.167969
	Iteration 8Q: 3 clusters Score -1298612 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1298766.375000 Penalty: 4688.167969
	Iteration 9Q: 3 clusters Score -1298766 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1298885.625000 Penalty: 4688.167969
	Iteration 10Q: 3 clusters Score -1298886 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1299013.375000 Penalty: 4688.167969
	Iteration 11Q: 3 clusters Score -1299013 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1299133.875000 Penalty: 4688.167969
	Iteration 12Q: 3 clusters Score -1299134 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1299265.750000 Penalty: 4688.167969
	Iteration 13Q: 3 clusters Score -1299266 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1299432.375000 Penalty: 4688.167969
	Iteration 14Q: 3 clusters Score -1299432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1299582.125000 Penalty: 4688.167969
	Iteration 15Q: 3 clusters Score -1299582 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1299743.500000 Penalty: 4688.167969
	Iteration 16Q: 3 clusters Score -1299744 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1299932.250000 Penalty: 4688.167969
	Iteration 17Q: 3 clusters Score -1299932 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1300157.125000 Penalty: 4688.167969
	Iteration 18Q: 3 clusters Score -1300157 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1300385.750000 Penalty: 4688.167969
	Iteration 19Q: 3 clusters Score -1300386 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1300596.250000 Penalty: 4688.167969
	Iteration 20F: 3 clusters Score -1300596 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1300746.625000 Penalty: 4688.167969
	Iteration 21Q: 3 clusters Score -1300747 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1300848.750000 Penalty: 4688.167969
	Iteration 22Q: 3 clusters Score -1300849 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1300904.250000 Penalty: 4688.167969
	Iteration 23Q: 3 clusters Score -1300904 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1300941.750000 Penalty: 4688.167969
	Iteration 24Q: 3 clusters Score -1300942 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1300966.750000 Penalty: 4688.167969
	Iteration 25Q: 3 clusters Score -1300967 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1300985.000000 Penalty: 4688.167969
	Iteration 26Q: 3 clusters Score -1300985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1300996.625000 Penalty: 4688.167969
	Iteration 27Q: 3 clusters Score -1300997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1301002.125000 Penalty: 4688.167969
	Iteration 28Q: 3 clusters Score -1301002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1301008.500000 Penalty: 4688.167969
	Iteration 29Q: 3 clusters Score -1301008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1301022.250000 Penalty: 4688.167969
	Iteration 30Q: 3 clusters Score -1301022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1301022.625000 Penalty: 4688.167969
	Iteration 31Q: 3 clusters Score -1301023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1301029.000000 Penalty: 4688.167969
	Iteration 32Q: 3 clusters Score -1301029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1301039.500000 Penalty: 4688.167969
	Iteration 33Q: 3 clusters Score -1301040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1301044.625000 Penalty: 4688.167969
	Iteration 34Q: 3 clusters Score -1301045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1301046.625000 Penalty: 4688.167969
	Iteration 35Q: 3 clusters Score -1301047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1301055.000000 Penalty: 4688.167969
	Iteration 36Q: 3 clusters Score -1301055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1301058.250000 Penalty: 4688.167969
	Iteration 37Q: 3 clusters Score -1301058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1301056.250000 Penalty: 4688.167969
	Iteration 38Q: 3 clusters Score -1301056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1301061.375000 Penalty: 4688.167969
	Iteration 39Q: 3 clusters Score -1301061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1301060.250000 Penalty: 4688.167969
	Iteration 40F: 3 clusters Score -1301060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1301068.500000 Penalty: 4688.167969
	Iteration 41Q: 3 clusters Score -1301068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1301069.500000 Penalty: 4688.167969
	Iteration 42Q: 3 clusters Score -1301070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1301072.000000 Penalty: 4688.167969
	Iteration 43Q: 3 clusters Score -1301072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1301072.500000 Penalty: 4688.167969
	Iteration 44Q: 3 clusters Score -1301072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1301076.500000 Penalty: 4688.167969
	Iteration 45Q: 3 clusters Score -1301076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1301078.750000 Penalty: 4688.167969
	Iteration 46Q: 3 clusters Score -1301079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1301083.750000 Penalty: 4688.167969
	Iteration 47Q: 3 clusters Score -1301084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1301084.875000 Penalty: 4688.167969
	Iteration 48Q: 3 clusters Score -1301085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1301089.250000 Penalty: 4688.167969
	Iteration 49Q: 3 clusters Score -1301089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1301096.250000 Penalty: 4688.167969
	Iteration 50Q: 3 clusters Score -1301096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1301097.375000 Penalty: 4688.167969
	Iteration 51Q: 3 clusters Score -1301097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1301101.000000 Penalty: 4688.167969
	Iteration 52Q: 3 clusters Score -1301101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1301105.125000 Penalty: 4688.167969
	Iteration 53Q: 3 clusters Score -1301105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1301109.000000 Penalty: 4688.167969
	Iteration 54Q: 3 clusters Score -1301109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1301110.375000 Penalty: 4688.167969
	Iteration 55Q: 3 clusters Score -1301110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1301109.875000 Penalty: 4688.167969
	Iteration 56Q: 3 clusters Score -1301110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1301113.375000 Penalty: 4688.167969
	Iteration 57Q: 3 clusters Score -1301113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1301117.125000 Penalty: 4688.167969
	Iteration 58Q: 3 clusters Score -1301117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1301120.875000 Penalty: 4688.167969
	Iteration 59Q: 3 clusters Score -1301121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1301122.625000 Penalty: 4688.167969
	Iteration 60F: 3 clusters Score -1301123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1301133.875000 Penalty: 4688.167969
	Iteration 61Q: 3 clusters Score -1301134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1301148.250000 Penalty: 4688.167969
	Iteration 62Q: 3 clusters Score -1301148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1301157.625000 Penalty: 4688.167969
	Iteration 63Q: 3 clusters Score -1301158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1301170.000000 Penalty: 4688.167969
	Iteration 64Q: 3 clusters Score -1301170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1301184.625000 Penalty: 4688.167969
	Iteration 65Q: 3 clusters Score -1301185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1301197.750000 Penalty: 4688.167969
	Iteration 66Q: 3 clusters Score -1301198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1301199.000000 Penalty: 4688.167969
	Iteration 67Q: 3 clusters Score -1301199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1301204.000000 Penalty: 4688.167969
	Iteration 68Q: 3 clusters Score -1301204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1301209.500000 Penalty: 4688.167969
	Iteration 69Q: 3 clusters Score -1301210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1301220.000000 Penalty: 4688.167969
	Iteration 70Q: 3 clusters Score -1301220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1301228.000000 Penalty: 4688.167969
	Iteration 71Q: 3 clusters Score -1301228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1301241.125000 Penalty: 4688.167969
	Iteration 72Q: 3 clusters Score -1301241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1301247.250000 Penalty: 4688.167969
	Iteration 73Q: 3 clusters Score -1301247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1301263.500000 Penalty: 4688.167969
	Iteration 74Q: 3 clusters Score -1301264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1301276.375000 Penalty: 4688.167969
	Iteration 75Q: 3 clusters Score -1301276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1301294.625000 Penalty: 4688.167969
	Iteration 76Q: 3 clusters Score -1301295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1301305.875000 Penalty: 4688.167969
	Iteration 77Q: 3 clusters Score -1301306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1301323.625000 Penalty: 4688.167969
	Iteration 78Q: 3 clusters Score -1301324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1301352.125000 Penalty: 4688.167969
	Iteration 79Q: 3 clusters Score -1301352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1301372.625000 Penalty: 4688.167969
	Iteration 80F: 3 clusters Score -1301373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1301399.000000 Penalty: 4688.167969
	Iteration 81Q: 3 clusters Score -1301399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1301431.000000 Penalty: 4688.167969
	Iteration 82Q: 3 clusters Score -1301431 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1301450.500000 Penalty: 4688.167969
	Iteration 83Q: 3 clusters Score -1301450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1301461.750000 Penalty: 4688.167969
	Iteration 84Q: 3 clusters Score -1301462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1301468.000000 Penalty: 4688.167969
	Iteration 85Q: 3 clusters Score -1301468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1301470.125000 Penalty: 4688.167969
	Iteration 86Q: 3 clusters Score -1301470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1301469.125000 Penalty: 4688.167969
	Iteration 87Q: 3 clusters Score -1301469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1301472.500000 Penalty: 4688.167969
	Iteration 88Q: 3 clusters Score -1301472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1301474.125000 Penalty: 4688.167969
	Iteration 89Q: 3 clusters Score -1301474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1301474.000000 Penalty: 4688.167969
	Iteration 90Q: 3 clusters Score -1301474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1301478.500000 Penalty: 4688.167969
	Iteration 91Q: 3 clusters Score -1301478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1301480.000000 Penalty: 4688.167969
	Iteration 92Q: 3 clusters Score -1301480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1301482.250000 Penalty: 4688.167969
	Iteration 93Q: 3 clusters Score -1301482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1301487.125000 Penalty: 4688.167969
	Iteration 94Q: 3 clusters Score -1301487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1301494.000000 Penalty: 4688.167969
	Iteration 95Q: 3 clusters Score -1301494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1301502.250000 Penalty: 4688.167969
	Iteration 96Q: 3 clusters Score -1301502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1301505.375000 Penalty: 4688.167969
	Iteration 97Q: 3 clusters Score -1301505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1301510.250000 Penalty: 4688.167969
	Iteration 98Q: 3 clusters Score -1301510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1301515.250000 Penalty: 4688.167969
	Iteration 99Q: 3 clusters Score -1301515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1301516.500000 Penalty: 4688.167969
	Iteration 100F: 3 clusters Score -1301516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1301516.750000 Penalty: 4688.167969
	Iteration 101Q: 3 clusters Score -1301517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1301517.625000 Penalty: 4688.167969
	Iteration 102Q: 3 clusters Score -1301518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1301517.500000 Penalty: 4688.167969
	Iteration 103Q: 3 clusters Score -1301518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1301517.500000 Penalty: 4688.167969
	Iteration 104F: 3 clusters Score -1301518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Entering Unmasked Estep 
Score: -924597.125000 Penalty: 2242.455322
	Iteration 0F: 2 clusters Score -924597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -917919.062500 Penalty: 4484.910645
	Iteration 0F: 3 clusters Score -917919.1 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -919841.750000 Penalty: 4484.910645
	Iteration 1F: 3 clusters Score -919841.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -920111.750000 Penalty: 4484.910645
	Iteration 2F: 3 clusters Score -920111.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -920296.875000 Penalty: 4484.910645
	Iteration 3Q: 3 clusters Score -920296.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -920438.125000 Penalty: 4484.910645
	Iteration 4Q: 3 clusters Score -920438.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -920572.500000 Penalty: 4484.910645
	Iteration 5Q: 3 clusters Score -920572.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -920693.062500 Penalty: 4484.910645
	Iteration 6Q: 3 clusters Score -920693.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -920792.437500 Penalty: 4484.910645
	Iteration 7Q: 3 clusters Score -920792.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -920860.375000 Penalty: 4484.910645
	Iteration 8Q: 3 clusters Score -920860.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -920924.562500 Penalty: 4484.910645
	Iteration 9Q: 3 clusters Score -920924.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -920984.812500 Penalty: 4484.910645
	Iteration 10Q: 3 clusters Score -920984.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -921050.875000 Penalty: 4484.910645
	Iteration 11Q: 3 clusters Score -921050.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -921109.312500 Penalty: 4484.910645
	Iteration 12Q: 3 clusters Score -921109.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -921152.875000 Penalty: 4484.910645
	Iteration 13Q: 3 clusters Score -921152.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -921196.250000 Penalty: 4484.910645
	Iteration 14Q: 3 clusters Score -921196.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -921235.500000 Penalty: 4484.910645
	Iteration 15Q: 3 clusters Score -921235.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -921281.562500 Penalty: 4484.910645
	Iteration 16Q: 3 clusters Score -921281.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -921319.750000 Penalty: 4484.910645
	Iteration 17Q: 3 clusters Score -921319.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -921373.750000 Penalty: 4484.910645
	Iteration 18Q: 3 clusters Score -921373.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -921422.062500 Penalty: 4484.910645
	Iteration 19Q: 3 clusters Score -921422.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -921473.562500 Penalty: 4484.910645
	Iteration 20F: 3 clusters Score -921473.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -921517.812500 Penalty: 4484.910645
	Iteration 21Q: 3 clusters Score -921517.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -921569.937500 Penalty: 4484.910645
	Iteration 22Q: 3 clusters Score -921569.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -921622.875000 Penalty: 4484.910645
	Iteration 23Q: 3 clusters Score -921622.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -921669.562500 Penalty: 4484.910645
	Iteration 24Q: 3 clusters Score -921669.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -921709.875000 Penalty: 4484.910645
	Iteration 25Q: 3 clusters Score -921709.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -921756.562500 Penalty: 4484.910645
	Iteration 26Q: 3 clusters Score -921756.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -921796.625000 Penalty: 4484.910645
	Iteration 27Q: 3 clusters Score -921796.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -921839.375000 Penalty: 4484.910645
	Iteration 28Q: 3 clusters Score -921839.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -921878.937500 Penalty: 4484.910645
	Iteration 29Q: 3 clusters Score -921878.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -921924.875000 Penalty: 4484.910645
	Iteration 30Q: 3 clusters Score -921924.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -921960.937500 Penalty: 4484.910645
	Iteration 31Q: 3 clusters Score -921960.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -922003.875000 Penalty: 4484.910645
	Iteration 32Q: 3 clusters Score -922003.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -922055.812500 Penalty: 4484.910645
	Iteration 33Q: 3 clusters Score -922055.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -922095.000000 Penalty: 4484.910645
	Iteration 34Q: 3 clusters Score -922095 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -922138.562500 Penalty: 4484.910645
	Iteration 35Q: 3 clusters Score -922138.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -922181.687500 Penalty: 4484.910645
	Iteration 36Q: 3 clusters Score -922181.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -922232.375000 Penalty: 4484.910645
	Iteration 37Q: 3 clusters Score -922232.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -922277.875000 Penalty: 4484.910645
	Iteration 38Q: 3 clusters Score -922277.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -922338.937500 Penalty: 4484.910645
	Iteration 39Q: 3 clusters Score -922338.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -922418.437500 Penalty: 4484.910645
	Iteration 40F: 3 clusters Score -922418.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -922493.312500 Penalty: 4484.910645
	Iteration 41Q: 3 clusters Score -922493.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -922570.875000 Penalty: 4484.910645
	Iteration 42Q: 3 clusters Score -922570.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -922639.375000 Penalty: 4484.910645
	Iteration 43Q: 3 clusters Score -922639.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -922709.875000 Penalty: 4484.910645
	Iteration 44Q: 3 clusters Score -922709.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -922762.562500 Penalty: 4484.910645
	Iteration 45Q: 3 clusters Score -922762.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -922815.312500 Penalty: 4484.910645
	Iteration 46Q: 3 clusters Score -922815.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -922852.625000 Penalty: 4484.910645
	Iteration 47Q: 3 clusters Score -922852.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -922885.687500 Penalty: 4484.910645
	Iteration 48Q: 3 clusters Score -922885.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -922917.937500 Penalty: 4484.910645
	Iteration 49Q: 3 clusters Score -922917.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -922943.437500 Penalty: 4484.910645
	Iteration 50Q: 3 clusters Score -922943.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -922958.250000 Penalty: 4484.910645
	Iteration 51Q: 3 clusters Score -922958.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -922978.437500 Penalty: 4484.910645
	Iteration 52Q: 3 clusters Score -922978.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -923002.000000 Penalty: 4484.910645
	Iteration 53Q: 3 clusters Score -923002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -923025.875000 Penalty: 4484.910645
	Iteration 54Q: 3 clusters Score -923025.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -923042.687500 Penalty: 4484.910645
	Iteration 55Q: 3 clusters Score -923042.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -923051.875000 Penalty: 4484.910645
	Iteration 56Q: 3 clusters Score -923051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -923059.312500 Penalty: 4484.910645
	Iteration 57Q: 3 clusters Score -923059.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -923064.937500 Penalty: 4484.910645
	Iteration 58Q: 3 clusters Score -923064.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -923072.375000 Penalty: 4484.910645
	Iteration 59Q: 3 clusters Score -923072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -923079.812500 Penalty: 4484.910645
	Iteration 60F: 3 clusters Score -923079.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -923087.937500 Penalty: 4484.910645
	Iteration 61Q: 3 clusters Score -923087.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -923096.500000 Penalty: 4484.910645
	Iteration 62Q: 3 clusters Score -923096.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -923106.125000 Penalty: 4484.910645
	Iteration 63Q: 3 clusters Score -923106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -923107.437500 Penalty: 4484.910645
	Iteration 64Q: 3 clusters Score -923107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -923109.125000 Penalty: 4484.910645
	Iteration 65Q: 3 clusters Score -923109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -923109.687500 Penalty: 4484.910645
	Iteration 66Q: 3 clusters Score -923109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -923110.625000 Penalty: 4484.910645
	Iteration 67Q: 3 clusters Score -923110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -923112.062500 Penalty: 4484.910645
	Iteration 68Q: 3 clusters Score -923112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -923113.750000 Penalty: 4484.910645
	Iteration 69Q: 3 clusters Score -923113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -923113.562500 Penalty: 4484.910645
	Iteration 70Q: 3 clusters Score -923113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -923113.562500 Penalty: 4484.910645
	Iteration 71F: 3 clusters Score -923113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Entering Unmasked Estep 
Score: -6902890.000000 Penalty: 2720.766602
	Iteration 0F: 2 clusters Score -6902890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -6863724.500000 Penalty: 5441.533203
	Iteration 0F: 3 clusters Score -6863724 nChanged 27253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -6879174.000000 Penalty: 5441.533203
	Iteration 1F: 3 clusters Score -6879174 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -6879990.500000 Penalty: 5441.533203
	Iteration 2Q: 3 clusters Score -6879990 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -6880895.000000 Penalty: 5441.533203
	Iteration 3Q: 3 clusters Score -6880895 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -6882121.000000 Penalty: 5441.533203
	Iteration 4Q: 3 clusters Score -6882121 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -6883655.500000 Penalty: 5441.533203
	Iteration 5F: 3 clusters Score -6883656 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6885718.000000 Penalty: 5441.533203
	Iteration 6F: 3 clusters Score -6885718 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -6888096.000000 Penalty: 5441.533203
	Iteration 7F: 3 clusters Score -6888096 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -6890533.500000 Penalty: 5441.533203
	Iteration 8F: 3 clusters Score -6890534 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -6892683.500000 Penalty: 5441.533203
	Iteration 9F: 3 clusters Score -6892684 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48317 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -6894555.500000 Penalty: 5441.533203
	Iteration 10Q: 3 clusters Score -6894556 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -6896168.500000 Penalty: 5441.533203
	Iteration 11Q: 3 clusters Score -6896168 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -6897402.500000 Penalty: 5441.533203
	Iteration 12Q: 3 clusters Score -6897402 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6898387.500000 Penalty: 5441.533203
	Iteration 13Q: 3 clusters Score -6898388 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6899082.500000 Penalty: 5441.533203
	Iteration 14Q: 3 clusters Score -6899082 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6899583.500000 Penalty: 5441.533203
	Iteration 15Q: 3 clusters Score -6899584 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6899901.500000 Penalty: 5441.533203
	Iteration 16Q: 3 clusters Score -6899902 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6900139.000000 Penalty: 5441.533203
	Iteration 17Q: 3 clusters Score -6900139 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6900278.500000 Penalty: 5441.533203
	Iteration 18Q: 3 clusters Score -6900278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6900387.000000 Penalty: 5441.533203
	Iteration 19Q: 3 clusters Score -6900387 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6900469.500000 Penalty: 5441.533203
	Iteration 20F: 3 clusters Score -6900470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6900508.500000 Penalty: 5441.533203
	Iteration 21Q: 3 clusters Score -6900508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6900551.500000 Penalty: 5441.533203
	Iteration 22Q: 3 clusters Score -6900552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6900579.500000 Penalty: 5441.533203
	Iteration 23Q: 3 clusters Score -6900580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6900616.500000 Penalty: 5441.533203
	Iteration 24Q: 3 clusters Score -6900616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57505 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6900621.500000 Penalty: 5441.533203
	Iteration 25Q: 3 clusters Score -6900622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6900639.000000 Penalty: 5441.533203
	Iteration 26Q: 3 clusters Score -6900639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6900666.000000 Penalty: 5441.533203
	Iteration 27Q: 3 clusters Score -6900666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6900678.000000 Penalty: 5441.533203
	Iteration 28Q: 3 clusters Score -6900678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6900690.000000 Penalty: 5441.533203
	Iteration 29Q: 3 clusters Score -6900690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6900694.500000 Penalty: 5441.533203
	Iteration 30Q: 3 clusters Score -6900694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6900689.000000 Penalty: 5441.533203
	Iteration 31Q: 3 clusters Score -6900689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6900706.000000 Penalty: 5441.533203
	Iteration 32Q: 3 clusters Score -6900706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6900710.000000 Penalty: 5441.533203
	Iteration 33Q: 3 clusters Score -6900710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6900712.000000 Penalty: 5441.533203
	Iteration 34Q: 3 clusters Score -6900712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6900712.000000 Penalty: 5441.533203
	Iteration 35F: 3 clusters Score -6900712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118523.296875 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118523.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -119265.851562 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119265.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119693.546875 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119693.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120012.031250 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -120012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -120179.210938 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -120179.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120282.414062 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -120282.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -120382.929688 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -120382.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -120497.367188 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -120497.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120564.468750 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -120564.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120621.468750 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -120621.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120655.898438 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -120655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120659.820312 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -120659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120662.726562 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -120662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120664.953125 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -120665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120666.617188 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -120666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120666.617188 Penalty: 3504.967529
	Iteration 15F: 3 clusters Score -120666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143978 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188351 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38325 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37622 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 693 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Mstep: Class 41 contains 479 members 
Entering Unmasked Estep 
Score: -225984912.000000 Penalty: 147590.875000
Splitting cluster 36 changes total score from -225986480.000000 to -225984912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31409.833984 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31409.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31568.425781 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31568.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31631.712891 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31631.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31668.125000 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31668.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31677.388672 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31677.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31677.388672 Penalty: 2895.514160
	Iteration 5F: 3 clusters Score -31677.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Entering Unmasked Estep 
Score: -1326627.125000 Penalty: 2330.308594
	Iteration 0F: 2 clusters Score -1326627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1317691.375000 Penalty: 4660.617188
	Iteration 0F: 3 clusters Score -1317691 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1320511.375000 Penalty: 4660.617188
	Iteration 1F: 3 clusters Score -1320511 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1321078.000000 Penalty: 4660.617188
	Iteration 2F: 3 clusters Score -1321078 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1321711.000000 Penalty: 4660.617188
	Iteration 3F: 3 clusters Score -1321711 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1322409.875000 Penalty: 4660.617188
	Iteration 4F: 3 clusters Score -1322410 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1323093.500000 Penalty: 4660.617188
	Iteration 5F: 3 clusters Score -1323094 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1323735.000000 Penalty: 4660.617188
	Iteration 6F: 3 clusters Score -1323735 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1324261.875000 Penalty: 4660.617188
	Iteration 7F: 3 clusters Score -1324262 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1324646.250000 Penalty: 4660.617188
	Iteration 8Q: 3 clusters Score -1324646 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1324912.250000 Penalty: 4660.617188
	Iteration 9Q: 3 clusters Score -1324912 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1325080.875000 Penalty: 4660.617188
	Iteration 10Q: 3 clusters Score -1325081 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1325217.500000 Penalty: 4660.617188
	Iteration 11Q: 3 clusters Score -1325218 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1325313.375000 Penalty: 4660.617188
	Iteration 12Q: 3 clusters Score -1325313 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1325391.375000 Penalty: 4660.617188
	Iteration 13Q: 3 clusters Score -1325391 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1325455.125000 Penalty: 4660.617188
	Iteration 14Q: 3 clusters Score -1325455 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1325516.000000 Penalty: 4660.617188
	Iteration 15Q: 3 clusters Score -1325516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1325562.000000 Penalty: 4660.617188
	Iteration 16Q: 3 clusters Score -1325562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1325597.500000 Penalty: 4660.617188
	Iteration 17Q: 3 clusters Score -1325598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1325622.125000 Penalty: 4660.617188
	Iteration 18Q: 3 clusters Score -1325622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1325648.500000 Penalty: 4660.617188
	Iteration 19Q: 3 clusters Score -1325648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1325675.375000 Penalty: 4660.617188
	Iteration 20F: 3 clusters Score -1325675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1325688.000000 Penalty: 4660.617188
	Iteration 21Q: 3 clusters Score -1325688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1325698.875000 Penalty: 4660.617188
	Iteration 22Q: 3 clusters Score -1325699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1325712.500000 Penalty: 4660.617188
	Iteration 23Q: 3 clusters Score -1325712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1325715.750000 Penalty: 4660.617188
	Iteration 24Q: 3 clusters Score -1325716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1325723.875000 Penalty: 4660.617188
	Iteration 25Q: 3 clusters Score -1325724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1325727.750000 Penalty: 4660.617188
	Iteration 26Q: 3 clusters Score -1325728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1325735.250000 Penalty: 4660.617188
	Iteration 27Q: 3 clusters Score -1325735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1325738.250000 Penalty: 4660.617188
	Iteration 28Q: 3 clusters Score -1325738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1325742.375000 Penalty: 4660.617188
	Iteration 29Q: 3 clusters Score -1325742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1325749.375000 Penalty: 4660.617188
	Iteration 30Q: 3 clusters Score -1325749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1325751.125000 Penalty: 4660.617188
	Iteration 31Q: 3 clusters Score -1325751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1325753.625000 Penalty: 4660.617188
	Iteration 32Q: 3 clusters Score -1325754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1325763.375000 Penalty: 4660.617188
	Iteration 33Q: 3 clusters Score -1325763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1325765.875000 Penalty: 4660.617188
	Iteration 34Q: 3 clusters Score -1325766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1325770.500000 Penalty: 4660.617188
	Iteration 35Q: 3 clusters Score -1325770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1325767.375000 Penalty: 4660.617188
	Iteration 36Q: 3 clusters Score -1325767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1325770.500000 Penalty: 4660.617188
	Iteration 37Q: 3 clusters Score -1325770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1325771.250000 Penalty: 4660.617188
	Iteration 38Q: 3 clusters Score -1325771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1325773.500000 Penalty: 4660.617188
	Iteration 39Q: 3 clusters Score -1325774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1325775.125000 Penalty: 4660.617188
	Iteration 40F: 3 clusters Score -1325775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1325775.500000 Penalty: 4660.617188
	Iteration 41Q: 3 clusters Score -1325776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1325779.500000 Penalty: 4660.617188
	Iteration 42Q: 3 clusters Score -1325780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1325778.250000 Penalty: 4660.617188
	Iteration 43Q: 3 clusters Score -1325778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1325778.750000 Penalty: 4660.617188
	Iteration 44Q: 3 clusters Score -1325779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1325780.125000 Penalty: 4660.617188
	Iteration 45Q: 3 clusters Score -1325780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1325781.000000 Penalty: 4660.617188
	Iteration 46Q: 3 clusters Score -1325781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1325784.625000 Penalty: 4660.617188
	Iteration 47Q: 3 clusters Score -1325785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1325784.375000 Penalty: 4660.617188
	Iteration 48Q: 3 clusters Score -1325784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1325784.875000 Penalty: 4660.617188
	Iteration 49Q: 3 clusters Score -1325785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1325784.875000 Penalty: 4660.617188
	Iteration 50Q: 3 clusters Score -1325785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1325786.125000 Penalty: 4660.617188
	Iteration 51Q: 3 clusters Score -1325786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1325787.250000 Penalty: 4660.617188
	Iteration 52Q: 3 clusters Score -1325787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1325788.750000 Penalty: 4660.617188
	Iteration 53Q: 3 clusters Score -1325789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1325788.125000 Penalty: 4660.617188
	Iteration 54Q: 3 clusters Score -1325788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1325788.625000 Penalty: 4660.617188
	Iteration 55Q: 3 clusters Score -1325789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1325789.250000 Penalty: 4660.617188
	Iteration 56Q: 3 clusters Score -1325789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1325789.500000 Penalty: 4660.617188
	Iteration 57Q: 3 clusters Score -1325790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1325789.500000 Penalty: 4660.617188
	Iteration 58F: 3 clusters Score -1325790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -150660.359375 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -150660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -148451.562500 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -148451.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148807.328125 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -148807.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148910.703125 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -148910.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148982.750000 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -148982.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -149018.500000 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -149018.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149037.984375 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -149038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -149053.609375 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -149053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -149064.703125 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -149064.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -149079.859375 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -149079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -149084.734375 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -149084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -149088.437500 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -149088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -149095.109375 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -149095.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149099.031250 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -149099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -149108.171875 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -149108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -149116.156250 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -149116.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -149119.140625 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -149119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -149121.890625 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -149121.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -149121.890625 Penalty: 3589.224365
	Iteration 17F: 3 clusters Score -149121.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Entering Unmasked Estep 
Score: -1544715.750000 Penalty: 2365.742676
	Iteration 0F: 2 clusters Score -1544716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1534507.000000 Penalty: 4731.485352
	Iteration 0F: 3 clusters Score -1534507 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1537772.500000 Penalty: 4731.485352
	Iteration 1F: 3 clusters Score -1537772 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1538230.875000 Penalty: 4731.485352
	Iteration 2F: 3 clusters Score -1538231 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1538670.375000 Penalty: 4731.485352
	Iteration 3F: 3 clusters Score -1538670 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1539139.000000 Penalty: 4731.485352
	Iteration 4F: 3 clusters Score -1539139 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1539628.750000 Penalty: 4731.485352
	Iteration 5F: 3 clusters Score -1539629 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1540038.250000 Penalty: 4731.485352
	Iteration 6F: 3 clusters Score -1540038 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1540438.875000 Penalty: 4731.485352
	Iteration 7Q: 3 clusters Score -1540439 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1540813.875000 Penalty: 4731.485352
	Iteration 8Q: 3 clusters Score -1540814 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1541161.750000 Penalty: 4731.485352
	Iteration 9Q: 3 clusters Score -1541162 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1541493.875000 Penalty: 4731.485352
	Iteration 10Q: 3 clusters Score -1541494 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1541798.250000 Penalty: 4731.485352
	Iteration 11Q: 3 clusters Score -1541798 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1542041.500000 Penalty: 4731.485352
	Iteration 12Q: 3 clusters Score -1542042 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1542217.250000 Penalty: 4731.485352
	Iteration 13Q: 3 clusters Score -1542217 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1542346.000000 Penalty: 4731.485352
	Iteration 14Q: 3 clusters Score -1542346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1542413.875000 Penalty: 4731.485352
	Iteration 15Q: 3 clusters Score -1542414 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1542462.750000 Penalty: 4731.485352
	Iteration 16Q: 3 clusters Score -1542463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1542498.500000 Penalty: 4731.485352
	Iteration 17Q: 3 clusters Score -1542498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1542528.750000 Penalty: 4731.485352
	Iteration 18Q: 3 clusters Score -1542529 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1542553.875000 Penalty: 4731.485352
	Iteration 19Q: 3 clusters Score -1542554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1542568.500000 Penalty: 4731.485352
	Iteration 20F: 3 clusters Score -1542568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1542579.750000 Penalty: 4731.485352
	Iteration 21Q: 3 clusters Score -1542580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1542583.125000 Penalty: 4731.485352
	Iteration 22Q: 3 clusters Score -1542583 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1542598.000000 Penalty: 4731.485352
	Iteration 23Q: 3 clusters Score -1542598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1542613.250000 Penalty: 4731.485352
	Iteration 24Q: 3 clusters Score -1542613 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1542618.500000 Penalty: 4731.485352
	Iteration 25Q: 3 clusters Score -1542618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1542623.500000 Penalty: 4731.485352
	Iteration 26Q: 3 clusters Score -1542624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1542631.875000 Penalty: 4731.485352
	Iteration 27Q: 3 clusters Score -1542632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1542638.250000 Penalty: 4731.485352
	Iteration 28Q: 3 clusters Score -1542638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1542645.750000 Penalty: 4731.485352
	Iteration 29Q: 3 clusters Score -1542646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1542650.625000 Penalty: 4731.485352
	Iteration 30Q: 3 clusters Score -1542651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1542653.500000 Penalty: 4731.485352
	Iteration 31Q: 3 clusters Score -1542654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1542657.250000 Penalty: 4731.485352
	Iteration 32Q: 3 clusters Score -1542657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1542660.000000 Penalty: 4731.485352
	Iteration 33Q: 3 clusters Score -1542660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1542660.625000 Penalty: 4731.485352
	Iteration 34Q: 3 clusters Score -1542661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1542663.500000 Penalty: 4731.485352
	Iteration 35Q: 3 clusters Score -1542664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1542668.375000 Penalty: 4731.485352
	Iteration 36Q: 3 clusters Score -1542668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1542676.250000 Penalty: 4731.485352
	Iteration 37Q: 3 clusters Score -1542676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1542676.250000 Penalty: 4731.485352
	Iteration 38Q: 3 clusters Score -1542676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1542676.500000 Penalty: 4731.485352
	Iteration 39Q: 3 clusters Score -1542676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1542684.500000 Penalty: 4731.485352
	Iteration 40F: 3 clusters Score -1542684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1542688.500000 Penalty: 4731.485352
	Iteration 41Q: 3 clusters Score -1542688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1542695.875000 Penalty: 4731.485352
	Iteration 42Q: 3 clusters Score -1542696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1542696.750000 Penalty: 4731.485352
	Iteration 43Q: 3 clusters Score -1542697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1542705.125000 Penalty: 4731.485352
	Iteration 44Q: 3 clusters Score -1542705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1542709.375000 Penalty: 4731.485352
	Iteration 45Q: 3 clusters Score -1542709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1542715.375000 Penalty: 4731.485352
	Iteration 46Q: 3 clusters Score -1542715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1542720.000000 Penalty: 4731.485352
	Iteration 47Q: 3 clusters Score -1542720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1542721.625000 Penalty: 4731.485352
	Iteration 48Q: 3 clusters Score -1542722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1542727.250000 Penalty: 4731.485352
	Iteration 49Q: 3 clusters Score -1542727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1542734.500000 Penalty: 4731.485352
	Iteration 50Q: 3 clusters Score -1542734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1542738.625000 Penalty: 4731.485352
	Iteration 51Q: 3 clusters Score -1542739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1542743.875000 Penalty: 4731.485352
	Iteration 52Q: 3 clusters Score -1542744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1542750.750000 Penalty: 4731.485352
	Iteration 53Q: 3 clusters Score -1542751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1542758.375000 Penalty: 4731.485352
	Iteration 54Q: 3 clusters Score -1542758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1542758.125000 Penalty: 4731.485352
	Iteration 55Q: 3 clusters Score -1542758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1542758.875000 Penalty: 4731.485352
	Iteration 56Q: 3 clusters Score -1542759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1542764.875000 Penalty: 4731.485352
	Iteration 57Q: 3 clusters Score -1542765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1542770.875000 Penalty: 4731.485352
	Iteration 58Q: 3 clusters Score -1542771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1542780.500000 Penalty: 4731.485352
	Iteration 59Q: 3 clusters Score -1542780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1542784.000000 Penalty: 4731.485352
	Iteration 60F: 3 clusters Score -1542784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1542791.250000 Penalty: 4731.485352
	Iteration 61Q: 3 clusters Score -1542791 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1542796.875000 Penalty: 4731.485352
	Iteration 62Q: 3 clusters Score -1542797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1542803.500000 Penalty: 4731.485352
	Iteration 63Q: 3 clusters Score -1542804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1542811.375000 Penalty: 4731.485352
	Iteration 64Q: 3 clusters Score -1542811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1542816.750000 Penalty: 4731.485352
	Iteration 65Q: 3 clusters Score -1542817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1542818.750000 Penalty: 4731.485352
	Iteration 66Q: 3 clusters Score -1542819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1542824.000000 Penalty: 4731.485352
	Iteration 67Q: 3 clusters Score -1542824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1542826.000000 Penalty: 4731.485352
	Iteration 68Q: 3 clusters Score -1542826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1542831.000000 Penalty: 4731.485352
	Iteration 69Q: 3 clusters Score -1542831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1542830.375000 Penalty: 4731.485352
	Iteration 70Q: 3 clusters Score -1542830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1542836.375000 Penalty: 4731.485352
	Iteration 71Q: 3 clusters Score -1542836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1542833.125000 Penalty: 4731.485352
	Iteration 72Q: 3 clusters Score -1542833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1542836.625000 Penalty: 4731.485352
	Iteration 73Q: 3 clusters Score -1542837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1542840.000000 Penalty: 4731.485352
	Iteration 74Q: 3 clusters Score -1542840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1542839.750000 Penalty: 4731.485352
	Iteration 75Q: 3 clusters Score -1542840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1542838.125000 Penalty: 4731.485352
	Iteration 76Q: 3 clusters Score -1542838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1542839.000000 Penalty: 4731.485352
	Iteration 77Q: 3 clusters Score -1542839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1542840.125000 Penalty: 4731.485352
	Iteration 78Q: 3 clusters Score -1542840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1542840.250000 Penalty: 4731.485352
	Iteration 79Q: 3 clusters Score -1542840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1542846.125000 Penalty: 4731.485352
	Iteration 80F: 3 clusters Score -1542846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1542845.750000 Penalty: 4731.485352
	Iteration 81Q: 3 clusters Score -1542846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1542846.000000 Penalty: 4731.485352
	Iteration 82Q: 3 clusters Score -1542846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1542851.750000 Penalty: 4731.485352
	Iteration 83Q: 3 clusters Score -1542852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1542854.750000 Penalty: 4731.485352
	Iteration 84Q: 3 clusters Score -1542855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1542855.000000 Penalty: 4731.485352
	Iteration 85Q: 3 clusters Score -1542855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1542855.250000 Penalty: 4731.485352
	Iteration 86Q: 3 clusters Score -1542855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1542859.250000 Penalty: 4731.485352
	Iteration 87Q: 3 clusters Score -1542859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1542857.625000 Penalty: 4731.485352
	Iteration 88Q: 3 clusters Score -1542858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1542858.375000 Penalty: 4731.485352
	Iteration 89Q: 3 clusters Score -1542858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1542858.375000 Penalty: 4731.485352
	Iteration 90F: 3 clusters Score -1542858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143978 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22055 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188351 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38325 members 
Mstep: Class 30 contains 223946 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37622 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 399Q: 41 clusters Score -2.259864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143982 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22054 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188350 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38325 members 
Mstep: Class 30 contains 223945 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986496.000000 Penalty: 143991.093750
Iteration 400F: 41 clusters Score -2.259865e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54843 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143985 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188352 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38325 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37619 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986448.000000 Penalty: 143991.093750
Iteration 401Q: 41 clusters Score -2.259864e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143988 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22051 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188353 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38324 members 
Mstep: Class 30 contains 223943 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37619 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986400.000000 Penalty: 143991.093750
Iteration 402Q: 41 clusters Score -2.259864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143990 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22048 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188351 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38324 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986400.000000 Penalty: 143991.093750
Iteration 403Q: 41 clusters Score -2.259864e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143996 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22046 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188348 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38324 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986384.000000 Penalty: 143991.093750
Iteration 404Q: 41 clusters Score -2.259864e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 143999 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22046 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188344 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37622 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986400.000000 Penalty: 143991.093750
Iteration 405Q: 41 clusters Score -2.259864e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144004 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22045 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188342 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986384.000000 Penalty: 143991.093750
Iteration 406Q: 41 clusters Score -2.259864e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144015 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22044 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188333 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223944 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986384.000000 Penalty: 143991.093750
Iteration 407Q: 41 clusters Score -2.259864e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54842 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144020 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117773 members 
Mstep: Class 18 contains 22043 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188332 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223943 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986384.000000 Penalty: 143991.093750
Iteration 408Q: 41 clusters Score -2.259864e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54841 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144025 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117772 members 
Mstep: Class 18 contains 22043 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168363 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188334 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223943 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58150 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986336.000000 Penalty: 143991.093750
Iteration 409Q: 41 clusters Score -2.259863e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32058 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54839 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144029 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117769 members 
Mstep: Class 18 contains 22044 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188335 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223941 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37619 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58149 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986304.000000 Penalty: 143991.093750
Iteration 410Q: 41 clusters Score -2.259863e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32059 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54837 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144032 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117767 members 
Mstep: Class 18 contains 22041 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7943 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188336 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223941 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58149 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986272.000000 Penalty: 143991.093750
Iteration 411Q: 41 clusters Score -2.259863e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32061 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144041 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117767 members 
Mstep: Class 18 contains 22037 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188334 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223941 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58149 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986256.000000 Penalty: 143991.093750
Iteration 412Q: 41 clusters Score -2.259863e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54832 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144052 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117767 members 
Mstep: Class 18 contains 22035 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168363 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188328 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38323 members 
Mstep: Class 30 contains 223939 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58150 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986192.000000 Penalty: 143991.093750
Iteration 413Q: 41 clusters Score -2.259862e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54833 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144061 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117766 members 
Mstep: Class 18 contains 22033 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188322 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38322 members 
Mstep: Class 30 contains 223939 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58149 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986208.000000 Penalty: 143991.093750
Iteration 414Q: 41 clusters Score -2.259862e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144069 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117765 members 
Mstep: Class 18 contains 22033 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188316 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38321 members 
Mstep: Class 30 contains 223938 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58149 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986224.000000 Penalty: 143991.093750
Iteration 415Q: 41 clusters Score -2.259862e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144073 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117767 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188314 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38320 members 
Mstep: Class 30 contains 223938 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37621 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58149 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986192.000000 Penalty: 143991.093750
Iteration 416Q: 41 clusters Score -2.259862e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144082 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117766 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168364 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188308 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38320 members 
Mstep: Class 30 contains 223938 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37620 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58150 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986176.000000 Penalty: 143991.093750
Iteration 417Q: 41 clusters Score -2.259862e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13593 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144088 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117765 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168363 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188303 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38320 members 
Mstep: Class 30 contains 223939 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37618 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8450 members 
Mstep: Class 35 contains 58150 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986192.000000 Penalty: 143991.093750
Iteration 418Q: 41 clusters Score -2.259862e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178917 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144092 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168365 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188299 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38320 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8451 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986144.000000 Penalty: 143991.093750
Iteration 419Q: 41 clusters Score -2.259861e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144097 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22032 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188295 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986032.000000 Penalty: 143991.093750
Iteration 420F: 41 clusters Score -2.25986e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178918 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144101 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22031 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188292 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986000.000000 Penalty: 143991.093750
Iteration 421Q: 41 clusters Score -2.25986e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178919 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105878 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144104 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22031 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188288 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986064.000000 Penalty: 143991.093750
Iteration 422Q: 41 clusters Score -2.259861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178920 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105877 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144106 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22030 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188287 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9745 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986064.000000 Penalty: 143991.093750
Iteration 423Q: 41 clusters Score -2.259861e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105875 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144108 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22029 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188286 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986032.000000 Penalty: 143991.093750
Iteration 424Q: 41 clusters Score -2.25986e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178920 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22026 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188286 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58151 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986080.000000 Penalty: 143991.093750
Iteration 425Q: 41 clusters Score -2.259861e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178920 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22023 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188284 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37615 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986112.000000 Penalty: 143991.093750
Iteration 426Q: 41 clusters Score -2.259861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178920 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144113 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22021 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188283 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986080.000000 Penalty: 143991.093750
Iteration 427Q: 41 clusters Score -2.259861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178920 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188284 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223939 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 428Q: 41 clusters Score -2.259861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178920 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54835 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244392 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144111 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188285 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223938 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 429Q: 41 clusters Score -2.259861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244391 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188287 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223938 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986064.000000 Penalty: 143991.093750
Iteration 430Q: 41 clusters Score -2.259861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35735 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244390 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188288 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223939 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986080.000000 Penalty: 143991.093750
Iteration 431Q: 41 clusters Score -2.259861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117763 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188288 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986080.000000 Penalty: 143991.093750
Iteration 432Q: 41 clusters Score -2.259861e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35737 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188288 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 433Q: 41 clusters Score -2.259861e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188288 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986080.000000 Penalty: 143991.093750
Iteration 434Q: 41 clusters Score -2.259861e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188289 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986064.000000 Penalty: 143991.093750
Iteration 435Q: 41 clusters Score -2.259861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41490 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144109 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117762 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188291 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986064.000000 Penalty: 143991.093750
Iteration 436Q: 41 clusters Score -2.259861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41491 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144110 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117761 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188290 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986064.000000 Penalty: 143991.093750
Iteration 437Q: 41 clusters Score -2.259861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144111 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117759 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188289 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223941 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8452 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986048.000000 Penalty: 143991.093750
Iteration 438Q: 41 clusters Score -2.25986e+08 nChanged 3
Entering ConstructFrom: 
Score: -225986048.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Entering Unmasked Estep 
Score: -1824844.000000 Penalty: 2401.900391
	Iteration 0F: 2 clusters Score -1824844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1813388.875000 Penalty: 4803.800781
	Iteration 0F: 3 clusters Score -1813389 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1817262.625000 Penalty: 4803.800781
	Iteration 1F: 3 clusters Score -1817263 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1817803.750000 Penalty: 4803.800781
	Iteration 2F: 3 clusters Score -1817804 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1818446.250000 Penalty: 4803.800781
	Iteration 3F: 3 clusters Score -1818446 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1819250.000000 Penalty: 4803.800781
	Iteration 4F: 3 clusters Score -1819250 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1820115.250000 Penalty: 4803.800781
	Iteration 5F: 3 clusters Score -1820115 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1820876.375000 Penalty: 4803.800781
	Iteration 6F: 3 clusters Score -1820876 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1821404.750000 Penalty: 4803.800781
	Iteration 7F: 3 clusters Score -1821405 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1821738.375000 Penalty: 4803.800781
	Iteration 8Q: 3 clusters Score -1821738 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1821943.625000 Penalty: 4803.800781
	Iteration 9Q: 3 clusters Score -1821944 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1822097.375000 Penalty: 4803.800781
	Iteration 10Q: 3 clusters Score -1822097 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1822231.500000 Penalty: 4803.800781
	Iteration 11Q: 3 clusters Score -1822232 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1822336.750000 Penalty: 4803.800781
	Iteration 12Q: 3 clusters Score -1822337 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1822426.375000 Penalty: 4803.800781
	Iteration 13Q: 3 clusters Score -1822426 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1822528.750000 Penalty: 4803.800781
	Iteration 14Q: 3 clusters Score -1822529 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1822630.625000 Penalty: 4803.800781
	Iteration 15Q: 3 clusters Score -1822631 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1822737.125000 Penalty: 4803.800781
	Iteration 16Q: 3 clusters Score -1822737 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1822792.125000 Penalty: 4803.800781
	Iteration 17Q: 3 clusters Score -1822792 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1822854.750000 Penalty: 4803.800781
	Iteration 18Q: 3 clusters Score -1822855 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1822890.875000 Penalty: 4803.800781
	Iteration 19Q: 3 clusters Score -1822891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1822920.625000 Penalty: 4803.800781
	Iteration 20F: 3 clusters Score -1822921 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1822952.750000 Penalty: 4803.800781
	Iteration 21Q: 3 clusters Score -1822953 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1822972.500000 Penalty: 4803.800781
	Iteration 22Q: 3 clusters Score -1822972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1822999.000000 Penalty: 4803.800781
	Iteration 23Q: 3 clusters Score -1822999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1823012.375000 Penalty: 4803.800781
	Iteration 24Q: 3 clusters Score -1823012 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1823023.375000 Penalty: 4803.800781
	Iteration 25Q: 3 clusters Score -1823023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1823042.375000 Penalty: 4803.800781
	Iteration 26Q: 3 clusters Score -1823042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1823054.500000 Penalty: 4803.800781
	Iteration 27Q: 3 clusters Score -1823054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1823076.875000 Penalty: 4803.800781
	Iteration 28Q: 3 clusters Score -1823077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1823091.250000 Penalty: 4803.800781
	Iteration 29Q: 3 clusters Score -1823091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1823099.125000 Penalty: 4803.800781
	Iteration 30Q: 3 clusters Score -1823099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1823104.750000 Penalty: 4803.800781
	Iteration 31Q: 3 clusters Score -1823105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1823116.875000 Penalty: 4803.800781
	Iteration 32Q: 3 clusters Score -1823117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1823124.125000 Penalty: 4803.800781
	Iteration 33Q: 3 clusters Score -1823124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1823128.250000 Penalty: 4803.800781
	Iteration 34Q: 3 clusters Score -1823128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1823134.875000 Penalty: 4803.800781
	Iteration 35Q: 3 clusters Score -1823135 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1823139.625000 Penalty: 4803.800781
	Iteration 36Q: 3 clusters Score -1823140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1823150.625000 Penalty: 4803.800781
	Iteration 37Q: 3 clusters Score -1823151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1823148.625000 Penalty: 4803.800781
	Iteration 38Q: 3 clusters Score -1823149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1823153.000000 Penalty: 4803.800781
	Iteration 39Q: 3 clusters Score -1823153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1823152.000000 Penalty: 4803.800781
	Iteration 40F: 3 clusters Score -1823152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1823157.750000 Penalty: 4803.800781
	Iteration 41Q: 3 clusters Score -1823158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1823156.250000 Penalty: 4803.800781
	Iteration 42Q: 3 clusters Score -1823156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1823160.375000 Penalty: 4803.800781
	Iteration 43Q: 3 clusters Score -1823160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1823167.875000 Penalty: 4803.800781
	Iteration 44Q: 3 clusters Score -1823168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1823170.250000 Penalty: 4803.800781
	Iteration 45Q: 3 clusters Score -1823170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1823172.375000 Penalty: 4803.800781
	Iteration 46Q: 3 clusters Score -1823172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1823173.125000 Penalty: 4803.800781
	Iteration 47Q: 3 clusters Score -1823173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1823173.500000 Penalty: 4803.800781
	Iteration 48Q: 3 clusters Score -1823174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1823175.875000 Penalty: 4803.800781
	Iteration 49Q: 3 clusters Score -1823176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1823175.875000 Penalty: 4803.800781
	Iteration 50Q: 3 clusters Score -1823176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1823180.500000 Penalty: 4803.800781
	Iteration 51Q: 3 clusters Score -1823180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1823186.625000 Penalty: 4803.800781
	Iteration 52Q: 3 clusters Score -1823187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1823182.000000 Penalty: 4803.800781
	Iteration 53Q: 3 clusters Score -1823182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1823188.125000 Penalty: 4803.800781
	Iteration 54Q: 3 clusters Score -1823188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1823192.625000 Penalty: 4803.800781
	Iteration 55Q: 3 clusters Score -1823193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1823199.625000 Penalty: 4803.800781
	Iteration 56Q: 3 clusters Score -1823200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1823203.000000 Penalty: 4803.800781
	Iteration 57Q: 3 clusters Score -1823203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1823206.250000 Penalty: 4803.800781
	Iteration 58Q: 3 clusters Score -1823206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1823205.375000 Penalty: 4803.800781
	Iteration 59Q: 3 clusters Score -1823205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1823208.375000 Penalty: 4803.800781
	Iteration 60F: 3 clusters Score -1823208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1823207.875000 Penalty: 4803.800781
	Iteration 61Q: 3 clusters Score -1823208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1823207.625000 Penalty: 4803.800781
	Iteration 62Q: 3 clusters Score -1823208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1823208.375000 Penalty: 4803.800781
	Iteration 63Q: 3 clusters Score -1823208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1823206.750000 Penalty: 4803.800781
	Iteration 64Q: 3 clusters Score -1823207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1823206.250000 Penalty: 4803.800781
	Iteration 65Q: 3 clusters Score -1823206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1823206.500000 Penalty: 4803.800781
	Iteration 66Q: 3 clusters Score -1823206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1823205.500000 Penalty: 4803.800781
	Iteration 67Q: 3 clusters Score -1823206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1823205.125000 Penalty: 4803.800781
	Iteration 68Q: 3 clusters Score -1823205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1823204.625000 Penalty: 4803.800781
	Iteration 69Q: 3 clusters Score -1823205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1823208.000000 Penalty: 4803.800781
	Iteration 70Q: 3 clusters Score -1823208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1823209.375000 Penalty: 4803.800781
	Iteration 71Q: 3 clusters Score -1823209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1823212.625000 Penalty: 4803.800781
	Iteration 72Q: 3 clusters Score -1823213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1823212.125000 Penalty: 4803.800781
	Iteration 73Q: 3 clusters Score -1823212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1823211.375000 Penalty: 4803.800781
	Iteration 74Q: 3 clusters Score -1823211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1823210.875000 Penalty: 4803.800781
	Iteration 75Q: 3 clusters Score -1823211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1823208.125000 Penalty: 4803.800781
	Iteration 76Q: 3 clusters Score -1823208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1823212.125000 Penalty: 4803.800781
	Iteration 77Q: 3 clusters Score -1823212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1823214.750000 Penalty: 4803.800781
	Iteration 78Q: 3 clusters Score -1823215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1823215.750000 Penalty: 4803.800781
	Iteration 79Q: 3 clusters Score -1823216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1823215.625000 Penalty: 4803.800781
	Iteration 80F: 3 clusters Score -1823216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1823212.500000 Penalty: 4803.800781
	Iteration 81Q: 3 clusters Score -1823212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1823220.000000 Penalty: 4803.800781
	Iteration 82Q: 3 clusters Score -1823220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1823223.375000 Penalty: 4803.800781
	Iteration 83Q: 3 clusters Score -1823223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1823223.250000 Penalty: 4803.800781
	Iteration 84Q: 3 clusters Score -1823223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1823220.500000 Penalty: 4803.800781
	Iteration 85Q: 3 clusters Score -1823220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1823224.625000 Penalty: 4803.800781
	Iteration 86Q: 3 clusters Score -1823225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1823222.375000 Penalty: 4803.800781
	Iteration 87Q: 3 clusters Score -1823222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1823222.500000 Penalty: 4803.800781
	Iteration 88Q: 3 clusters Score -1823222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1823224.250000 Penalty: 4803.800781
	Iteration 89Q: 3 clusters Score -1823224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1823227.750000 Penalty: 4803.800781
	Iteration 90Q: 3 clusters Score -1823228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1823224.875000 Penalty: 4803.800781
	Iteration 91Q: 3 clusters Score -1823225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1823230.750000 Penalty: 4803.800781
	Iteration 92Q: 3 clusters Score -1823231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1823230.875000 Penalty: 4803.800781
	Iteration 93Q: 3 clusters Score -1823231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1823230.375000 Penalty: 4803.800781
	Iteration 94Q: 3 clusters Score -1823230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1823229.500000 Penalty: 4803.800781
	Iteration 95Q: 3 clusters Score -1823230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1823230.750000 Penalty: 4803.800781
	Iteration 96Q: 3 clusters Score -1823231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1823233.125000 Penalty: 4803.800781
	Iteration 97Q: 3 clusters Score -1823233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1823232.875000 Penalty: 4803.800781
	Iteration 98Q: 3 clusters Score -1823233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1823235.500000 Penalty: 4803.800781
	Iteration 99Q: 3 clusters Score -1823236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1823236.000000 Penalty: 4803.800781
	Iteration 100F: 3 clusters Score -1823236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1823238.375000 Penalty: 4803.800781
	Iteration 101Q: 3 clusters Score -1823238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1823238.250000 Penalty: 4803.800781
	Iteration 102Q: 3 clusters Score -1823238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1823239.250000 Penalty: 4803.800781
	Iteration 103Q: 3 clusters Score -1823239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1823239.250000 Penalty: 4803.800781
	Iteration 104F: 3 clusters Score -1823239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Entering Unmasked Estep 
Score: -7035691.500000 Penalty: 2731.262451
	Iteration 0F: 2 clusters Score -7035692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -6994962.500000 Penalty: 5462.524902
	Iteration 0F: 3 clusters Score -6994962 nChanged 28145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -7011063.500000 Penalty: 5462.524902
	Iteration 1F: 3 clusters Score -7011064 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7012622.500000 Penalty: 5462.524902
	Iteration 2F: 3 clusters Score -7012622 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -7014705.500000 Penalty: 5462.524902
	Iteration 3F: 3 clusters Score -7014706 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -7017211.000000 Penalty: 5462.524902
	Iteration 4F: 3 clusters Score -7017211 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -7019500.000000 Penalty: 5462.524902
	Iteration 5F: 3 clusters Score -7019500 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -7021404.500000 Penalty: 5462.524902
	Iteration 6F: 3 clusters Score -7021404 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -7022705.000000 Penalty: 5462.524902
	Iteration 7F: 3 clusters Score -7022705 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -7023516.000000 Penalty: 5462.524902
	Iteration 8Q: 3 clusters Score -7023516 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7023966.500000 Penalty: 5462.524902
	Iteration 9Q: 3 clusters Score -7023966 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -7024261.500000 Penalty: 5462.524902
	Iteration 10Q: 3 clusters Score -7024262 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -7024460.500000 Penalty: 5462.524902
	Iteration 11Q: 3 clusters Score -7024460 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -7024524.000000 Penalty: 5462.524902
	Iteration 12Q: 3 clusters Score -7024524 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -7024600.500000 Penalty: 5462.524902
	Iteration 13Q: 3 clusters Score -7024600 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7024682.000000 Penalty: 5462.524902
	Iteration 14Q: 3 clusters Score -7024682 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -7024717.000000 Penalty: 5462.524902
	Iteration 15Q: 3 clusters Score -7024717 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -7024803.000000 Penalty: 5462.524902
	Iteration 16Q: 3 clusters Score -7024803 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -7024848.500000 Penalty: 5462.524902
	Iteration 17Q: 3 clusters Score -7024848 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -7024923.500000 Penalty: 5462.524902
	Iteration 18Q: 3 clusters Score -7024924 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -7025032.000000 Penalty: 5462.524902
	Iteration 19Q: 3 clusters Score -7025032 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -7025169.500000 Penalty: 5462.524902
	Iteration 20F: 3 clusters Score -7025170 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -7025329.500000 Penalty: 5462.524902
	Iteration 21Q: 3 clusters Score -7025330 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7025546.500000 Penalty: 5462.524902
	Iteration 22Q: 3 clusters Score -7025546 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -7025826.000000 Penalty: 5462.524902
	Iteration 23Q: 3 clusters Score -7025826 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -7026224.500000 Penalty: 5462.524902
	Iteration 24Q: 3 clusters Score -7026224 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -7026627.500000 Penalty: 5462.524902
	Iteration 25Q: 3 clusters Score -7026628 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -7027116.000000 Penalty: 5462.524902
	Iteration 26Q: 3 clusters Score -7027116 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -7027717.000000 Penalty: 5462.524902
	Iteration 27Q: 3 clusters Score -7027717 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -7028449.000000 Penalty: 5462.524902
	Iteration 28Q: 3 clusters Score -7028449 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -7029209.500000 Penalty: 5462.524902
	Iteration 29Q: 3 clusters Score -7029210 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -7029921.000000 Penalty: 5462.524902
	Iteration 30Q: 3 clusters Score -7029921 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -7030640.500000 Penalty: 5462.524902
	Iteration 31Q: 3 clusters Score -7030640 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -7031201.500000 Penalty: 5462.524902
	Iteration 32Q: 3 clusters Score -7031202 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7031742.500000 Penalty: 5462.524902
	Iteration 33Q: 3 clusters Score -7031742 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7032181.500000 Penalty: 5462.524902
	Iteration 34Q: 3 clusters Score -7032182 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -7032531.500000 Penalty: 5462.524902
	Iteration 35Q: 3 clusters Score -7032532 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7032792.000000 Penalty: 5462.524902
	Iteration 36Q: 3 clusters Score -7032792 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -7032989.000000 Penalty: 5462.524902
	Iteration 37Q: 3 clusters Score -7032989 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -7033133.500000 Penalty: 5462.524902
	Iteration 38Q: 3 clusters Score -7033134 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -7033233.500000 Penalty: 5462.524902
	Iteration 39Q: 3 clusters Score -7033234 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -7033314.500000 Penalty: 5462.524902
	Iteration 40F: 3 clusters Score -7033314 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -7033373.000000 Penalty: 5462.524902
	Iteration 41Q: 3 clusters Score -7033373 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -7033398.500000 Penalty: 5462.524902
	Iteration 42Q: 3 clusters Score -7033398 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -7033431.500000 Penalty: 5462.524902
	Iteration 43Q: 3 clusters Score -7033432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -7033459.500000 Penalty: 5462.524902
	Iteration 44Q: 3 clusters Score -7033460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -7033490.000000 Penalty: 5462.524902
	Iteration 45Q: 3 clusters Score -7033490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -7033499.500000 Penalty: 5462.524902
	Iteration 46Q: 3 clusters Score -7033500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -7033527.000000 Penalty: 5462.524902
	Iteration 47Q: 3 clusters Score -7033527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -7033544.000000 Penalty: 5462.524902
	Iteration 48Q: 3 clusters Score -7033544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -7033563.000000 Penalty: 5462.524902
	Iteration 49Q: 3 clusters Score -7033563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -7033573.500000 Penalty: 5462.524902
	Iteration 50Q: 3 clusters Score -7033574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 58848 members 
Entering Unmasked Estep 
Score: -7033586.500000 Penalty: 5462.524902
	Iteration 51Q: 3 clusters Score -7033586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -7033620.500000 Penalty: 5462.524902
	Iteration 52Q: 3 clusters Score -7033620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -7033633.500000 Penalty: 5462.524902
	Iteration 53Q: 3 clusters Score -7033634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -7033638.000000 Penalty: 5462.524902
	Iteration 54Q: 3 clusters Score -7033638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -7033649.500000 Penalty: 5462.524902
	Iteration 55Q: 3 clusters Score -7033650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -7033648.000000 Penalty: 5462.524902
	Iteration 56Q: 3 clusters Score -7033648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -7033663.500000 Penalty: 5462.524902
	Iteration 57Q: 3 clusters Score -7033664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -7033659.500000 Penalty: 5462.524902
	Iteration 58Q: 3 clusters Score -7033660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -7033658.000000 Penalty: 5462.524902
	Iteration 59Q: 3 clusters Score -7033658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 58984 members 
Entering Unmasked Estep 
Score: -7033665.500000 Penalty: 5462.524902
	Iteration 60F: 3 clusters Score -7033666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -7033671.500000 Penalty: 5462.524902
	Iteration 61Q: 3 clusters Score -7033672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -7033666.000000 Penalty: 5462.524902
	Iteration 62Q: 3 clusters Score -7033666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -7033667.500000 Penalty: 5462.524902
	Iteration 63Q: 3 clusters Score -7033668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -7033667.500000 Penalty: 5462.524902
	Iteration 64Q: 3 clusters Score -7033668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -7033665.500000 Penalty: 5462.524902
	Iteration 65Q: 3 clusters Score -7033666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -7033671.000000 Penalty: 5462.524902
	Iteration 66Q: 3 clusters Score -7033671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -7033671.000000 Penalty: 5462.524902
	Iteration 67Q: 3 clusters Score -7033671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -7033666.500000 Penalty: 5462.524902
	Iteration 68Q: 3 clusters Score -7033666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -7033666.000000 Penalty: 5462.524902
	Iteration 69Q: 3 clusters Score -7033666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -7033662.000000 Penalty: 5462.524902
	Iteration 70Q: 3 clusters Score -7033662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -7033662.000000 Penalty: 5462.524902
	Iteration 71Q: 3 clusters Score -7033662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -7033662.000000 Penalty: 5462.524902
	Iteration 72F: 3 clusters Score -7033662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -1440063.250000 Penalty: 2360.274658
	Iteration 0F: 2 clusters Score -1440063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1430125.375000 Penalty: 4720.549316
	Iteration 0F: 3 clusters Score -1430125 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1433439.625000 Penalty: 4720.549316
	Iteration 1F: 3 clusters Score -1433440 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1433886.750000 Penalty: 4720.549316
	Iteration 2F: 3 clusters Score -1433887 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1434259.625000 Penalty: 4720.549316
	Iteration 3F: 3 clusters Score -1434260 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1434630.125000 Penalty: 4720.549316
	Iteration 4Q: 3 clusters Score -1434630 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1434939.250000 Penalty: 4720.549316
	Iteration 5Q: 3 clusters Score -1434939 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1435245.500000 Penalty: 4720.549316
	Iteration 6Q: 3 clusters Score -1435246 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1435525.625000 Penalty: 4720.549316
	Iteration 7Q: 3 clusters Score -1435526 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1435777.875000 Penalty: 4720.549316
	Iteration 8Q: 3 clusters Score -1435778 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1436003.250000 Penalty: 4720.549316
	Iteration 9Q: 3 clusters Score -1436003 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1436185.375000 Penalty: 4720.549316
	Iteration 10Q: 3 clusters Score -1436185 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1436342.375000 Penalty: 4720.549316
	Iteration 11Q: 3 clusters Score -1436342 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1436479.000000 Penalty: 4720.549316
	Iteration 12Q: 3 clusters Score -1436479 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1436611.500000 Penalty: 4720.549316
	Iteration 13Q: 3 clusters Score -1436612 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1436718.500000 Penalty: 4720.549316
	Iteration 14Q: 3 clusters Score -1436718 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1436825.375000 Penalty: 4720.549316
	Iteration 15Q: 3 clusters Score -1436825 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1436930.000000 Penalty: 4720.549316
	Iteration 16Q: 3 clusters Score -1436930 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1437046.375000 Penalty: 4720.549316
	Iteration 17Q: 3 clusters Score -1437046 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1437161.250000 Penalty: 4720.549316
	Iteration 18Q: 3 clusters Score -1437161 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1437255.500000 Penalty: 4720.549316
	Iteration 19Q: 3 clusters Score -1437256 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1437336.875000 Penalty: 4720.549316
	Iteration 20F: 3 clusters Score -1437337 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1437401.875000 Penalty: 4720.549316
	Iteration 21Q: 3 clusters Score -1437402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1437445.000000 Penalty: 4720.549316
	Iteration 22Q: 3 clusters Score -1437445 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1437485.125000 Penalty: 4720.549316
	Iteration 23Q: 3 clusters Score -1437485 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1437510.875000 Penalty: 4720.549316
	Iteration 24Q: 3 clusters Score -1437511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1437544.375000 Penalty: 4720.549316
	Iteration 25Q: 3 clusters Score -1437544 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1437589.375000 Penalty: 4720.549316
	Iteration 26Q: 3 clusters Score -1437589 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1437637.125000 Penalty: 4720.549316
	Iteration 27Q: 3 clusters Score -1437637 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1437687.875000 Penalty: 4720.549316
	Iteration 28Q: 3 clusters Score -1437688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1437727.125000 Penalty: 4720.549316
	Iteration 29Q: 3 clusters Score -1437727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1437759.625000 Penalty: 4720.549316
	Iteration 30Q: 3 clusters Score -1437760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1437788.500000 Penalty: 4720.549316
	Iteration 31Q: 3 clusters Score -1437788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1437816.875000 Penalty: 4720.549316
	Iteration 32Q: 3 clusters Score -1437817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1437839.625000 Penalty: 4720.549316
	Iteration 33Q: 3 clusters Score -1437840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1437855.500000 Penalty: 4720.549316
	Iteration 34Q: 3 clusters Score -1437856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1437876.250000 Penalty: 4720.549316
	Iteration 35Q: 3 clusters Score -1437876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1437888.125000 Penalty: 4720.549316
	Iteration 36Q: 3 clusters Score -1437888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1437897.875000 Penalty: 4720.549316
	Iteration 37Q: 3 clusters Score -1437898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1437900.625000 Penalty: 4720.549316
	Iteration 38Q: 3 clusters Score -1437901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1437914.125000 Penalty: 4720.549316
	Iteration 39Q: 3 clusters Score -1437914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1437927.000000 Penalty: 4720.549316
	Iteration 40F: 3 clusters Score -1437927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1437929.625000 Penalty: 4720.549316
	Iteration 41Q: 3 clusters Score -1437930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1437936.250000 Penalty: 4720.549316
	Iteration 42Q: 3 clusters Score -1437936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1437939.625000 Penalty: 4720.549316
	Iteration 43Q: 3 clusters Score -1437940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1437946.500000 Penalty: 4720.549316
	Iteration 44Q: 3 clusters Score -1437946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1437953.250000 Penalty: 4720.549316
	Iteration 45Q: 3 clusters Score -1437953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1437961.875000 Penalty: 4720.549316
	Iteration 46Q: 3 clusters Score -1437962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1437967.125000 Penalty: 4720.549316
	Iteration 47Q: 3 clusters Score -1437967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1437977.625000 Penalty: 4720.549316
	Iteration 48Q: 3 clusters Score -1437978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1437991.000000 Penalty: 4720.549316
	Iteration 49Q: 3 clusters Score -1437991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1437998.000000 Penalty: 4720.549316
	Iteration 50Q: 3 clusters Score -1437998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1438014.250000 Penalty: 4720.549316
	Iteration 51Q: 3 clusters Score -1438014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1438035.000000 Penalty: 4720.549316
	Iteration 52Q: 3 clusters Score -1438035 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1438062.750000 Penalty: 4720.549316
	Iteration 53Q: 3 clusters Score -1438063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1438086.125000 Penalty: 4720.549316
	Iteration 54Q: 3 clusters Score -1438086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1438103.750000 Penalty: 4720.549316
	Iteration 55Q: 3 clusters Score -1438104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1438114.125000 Penalty: 4720.549316
	Iteration 56Q: 3 clusters Score -1438114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1438127.000000 Penalty: 4720.549316
	Iteration 57Q: 3 clusters Score -1438127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1438143.375000 Penalty: 4720.549316
	Iteration 58Q: 3 clusters Score -1438143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1438148.125000 Penalty: 4720.549316
	Iteration 59Q: 3 clusters Score -1438148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1438153.875000 Penalty: 4720.549316
	Iteration 60F: 3 clusters Score -1438154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1438159.875000 Penalty: 4720.549316
	Iteration 61Q: 3 clusters Score -1438160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1438168.125000 Penalty: 4720.549316
	Iteration 62Q: 3 clusters Score -1438168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1438176.250000 Penalty: 4720.549316
	Iteration 63Q: 3 clusters Score -1438176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1438186.000000 Penalty: 4720.549316
	Iteration 64Q: 3 clusters Score -1438186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1438199.875000 Penalty: 4720.549316
	Iteration 65Q: 3 clusters Score -1438200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1438205.375000 Penalty: 4720.549316
	Iteration 66Q: 3 clusters Score -1438205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1438209.625000 Penalty: 4720.549316
	Iteration 67Q: 3 clusters Score -1438210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1438215.500000 Penalty: 4720.549316
	Iteration 68Q: 3 clusters Score -1438216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1438216.000000 Penalty: 4720.549316
	Iteration 69Q: 3 clusters Score -1438216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1438225.000000 Penalty: 4720.549316
	Iteration 70Q: 3 clusters Score -1438225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1438234.375000 Penalty: 4720.549316
	Iteration 71Q: 3 clusters Score -1438234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1438238.000000 Penalty: 4720.549316
	Iteration 72Q: 3 clusters Score -1438238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1438252.000000 Penalty: 4720.549316
	Iteration 73Q: 3 clusters Score -1438252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1438257.250000 Penalty: 4720.549316
	Iteration 74Q: 3 clusters Score -1438257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1438264.125000 Penalty: 4720.549316
	Iteration 75Q: 3 clusters Score -1438264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1438270.375000 Penalty: 4720.549316
	Iteration 76Q: 3 clusters Score -1438270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1438275.625000 Penalty: 4720.549316
	Iteration 77Q: 3 clusters Score -1438276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1438280.125000 Penalty: 4720.549316
	Iteration 78Q: 3 clusters Score -1438280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1438281.000000 Penalty: 4720.549316
	Iteration 79Q: 3 clusters Score -1438281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1438285.875000 Penalty: 4720.549316
	Iteration 80F: 3 clusters Score -1438286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1438287.250000 Penalty: 4720.549316
	Iteration 81Q: 3 clusters Score -1438287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1438285.375000 Penalty: 4720.549316
	Iteration 82Q: 3 clusters Score -1438285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1438286.000000 Penalty: 4720.549316
	Iteration 83Q: 3 clusters Score -1438286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1438286.375000 Penalty: 4720.549316
	Iteration 84Q: 3 clusters Score -1438286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1438289.625000 Penalty: 4720.549316
	Iteration 85Q: 3 clusters Score -1438290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1438290.875000 Penalty: 4720.549316
	Iteration 86Q: 3 clusters Score -1438291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1438290.875000 Penalty: 4720.549316
	Iteration 87F: 3 clusters Score -1438291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Entering Unmasked Estep 
Score: -4803842.500000 Penalty: 2637.047363
	Iteration 0F: 2 clusters Score -4803842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4775861.000000 Penalty: 5274.094727
	Iteration 0F: 3 clusters Score -4775861 nChanged 19070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4786237.000000 Penalty: 5274.094727
	Iteration 1F: 3 clusters Score -4786237 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4786786.000000 Penalty: 5274.094727
	Iteration 2Q: 3 clusters Score -4786786 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4787234.000000 Penalty: 5274.094727
	Iteration 3Q: 3 clusters Score -4787234 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -4787666.000000 Penalty: 5274.094727
	Iteration 4Q: 3 clusters Score -4787666 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4788085.000000 Penalty: 5274.094727
	Iteration 5Q: 3 clusters Score -4788085 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -4788520.500000 Penalty: 5274.094727
	Iteration 6Q: 3 clusters Score -4788520 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4789027.000000 Penalty: 5274.094727
	Iteration 7Q: 3 clusters Score -4789027 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4789639.500000 Penalty: 5274.094727
	Iteration 8Q: 3 clusters Score -4789640 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4790289.000000 Penalty: 5274.094727
	Iteration 9Q: 3 clusters Score -4790289 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4790984.000000 Penalty: 5274.094727
	Iteration 10Q: 3 clusters Score -4790984 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4791641.500000 Penalty: 5274.094727
	Iteration 11Q: 3 clusters Score -4791642 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4792311.500000 Penalty: 5274.094727
	Iteration 12Q: 3 clusters Score -4792312 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -4792971.500000 Penalty: 5274.094727
	Iteration 13Q: 3 clusters Score -4792972 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -4793665.000000 Penalty: 5274.094727
	Iteration 14Q: 3 clusters Score -4793665 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4794351.000000 Penalty: 5274.094727
	Iteration 15Q: 3 clusters Score -4794351 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4795149.000000 Penalty: 5274.094727
	Iteration 16Q: 3 clusters Score -4795149 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -4795952.500000 Penalty: 5274.094727
	Iteration 17Q: 3 clusters Score -4795952 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4796822.500000 Penalty: 5274.094727
	Iteration 18Q: 3 clusters Score -4796822 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -4797705.500000 Penalty: 5274.094727
	Iteration 19Q: 3 clusters Score -4797706 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4798573.500000 Penalty: 5274.094727
	Iteration 20F: 3 clusters Score -4798574 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4799364.500000 Penalty: 5274.094727
	Iteration 21Q: 3 clusters Score -4799364 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4800040.000000 Penalty: 5274.094727
	Iteration 22Q: 3 clusters Score -4800040 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4800576.500000 Penalty: 5274.094727
	Iteration 23Q: 3 clusters Score -4800576 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4800972.500000 Penalty: 5274.094727
	Iteration 24Q: 3 clusters Score -4800972 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4801268.500000 Penalty: 5274.094727
	Iteration 25Q: 3 clusters Score -4801268 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4801448.500000 Penalty: 5274.094727
	Iteration 26Q: 3 clusters Score -4801448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4801550.500000 Penalty: 5274.094727
	Iteration 27Q: 3 clusters Score -4801550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4801624.500000 Penalty: 5274.094727
	Iteration 28Q: 3 clusters Score -4801624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4801681.500000 Penalty: 5274.094727
	Iteration 29Q: 3 clusters Score -4801682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4801709.500000 Penalty: 5274.094727
	Iteration 30Q: 3 clusters Score -4801710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4801713.500000 Penalty: 5274.094727
	Iteration 31Q: 3 clusters Score -4801714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4801736.000000 Penalty: 5274.094727
	Iteration 32Q: 3 clusters Score -4801736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4801749.500000 Penalty: 5274.094727
	Iteration 33Q: 3 clusters Score -4801750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4801745.500000 Penalty: 5274.094727
	Iteration 34Q: 3 clusters Score -4801746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4801750.500000 Penalty: 5274.094727
	Iteration 35Q: 3 clusters Score -4801750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4801755.500000 Penalty: 5274.094727
	Iteration 36Q: 3 clusters Score -4801756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4801760.000000 Penalty: 5274.094727
	Iteration 37Q: 3 clusters Score -4801760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4801759.000000 Penalty: 5274.094727
	Iteration 38Q: 3 clusters Score -4801759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4801761.500000 Penalty: 5274.094727
	Iteration 39Q: 3 clusters Score -4801762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4801767.500000 Penalty: 5274.094727
	Iteration 40F: 3 clusters Score -4801768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4801775.000000 Penalty: 5274.094727
	Iteration 41Q: 3 clusters Score -4801775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4801772.000000 Penalty: 5274.094727
	Iteration 42Q: 3 clusters Score -4801772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4801770.000000 Penalty: 5274.094727
	Iteration 43Q: 3 clusters Score -4801770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4801770.000000 Penalty: 5274.094727
	Iteration 44F: 3 clusters Score -4801770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Entering Unmasked Estep 
Score: -2654535.500000 Penalty: 2495.107910
	Iteration 0F: 2 clusters Score -2654536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2638318.250000 Penalty: 4990.215820
	Iteration 0F: 3 clusters Score -2638318 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2643929.000000 Penalty: 4990.215820
	Iteration 1F: 3 clusters Score -2643929 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2644417.000000 Penalty: 4990.215820
	Iteration 2F: 3 clusters Score -2644417 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2644821.250000 Penalty: 4990.215820
	Iteration 3Q: 3 clusters Score -2644821 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2645173.500000 Penalty: 4990.215820
	Iteration 4Q: 3 clusters Score -2645174 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2645528.000000 Penalty: 4990.215820
	Iteration 5Q: 3 clusters Score -2645528 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2645943.250000 Penalty: 4990.215820
	Iteration 6Q: 3 clusters Score -2645943 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2646453.750000 Penalty: 4990.215820
	Iteration 7Q: 3 clusters Score -2646454 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2646989.000000 Penalty: 4990.215820
	Iteration 8Q: 3 clusters Score -2646989 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2647470.000000 Penalty: 4990.215820
	Iteration 9Q: 3 clusters Score -2647470 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2647926.750000 Penalty: 4990.215820
	Iteration 10Q: 3 clusters Score -2647927 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2648300.000000 Penalty: 4990.215820
	Iteration 11Q: 3 clusters Score -2648300 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2648637.750000 Penalty: 4990.215820
	Iteration 12Q: 3 clusters Score -2648638 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2648950.750000 Penalty: 4990.215820
	Iteration 13Q: 3 clusters Score -2648951 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2649265.250000 Penalty: 4990.215820
	Iteration 14Q: 3 clusters Score -2649265 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2649625.250000 Penalty: 4990.215820
	Iteration 15Q: 3 clusters Score -2649625 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2650042.750000 Penalty: 4990.215820
	Iteration 16Q: 3 clusters Score -2650043 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2650480.500000 Penalty: 4990.215820
	Iteration 17Q: 3 clusters Score -2650480 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2650903.500000 Penalty: 4990.215820
	Iteration 18Q: 3 clusters Score -2650904 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2651281.500000 Penalty: 4990.215820
	Iteration 19Q: 3 clusters Score -2651282 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2651583.000000 Penalty: 4990.215820
	Iteration 20F: 3 clusters Score -2651583 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2651860.500000 Penalty: 4990.215820
	Iteration 21Q: 3 clusters Score -2651860 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2652069.000000 Penalty: 4990.215820
	Iteration 22Q: 3 clusters Score -2652069 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2652249.250000 Penalty: 4990.215820
	Iteration 23Q: 3 clusters Score -2652249 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2652380.750000 Penalty: 4990.215820
	Iteration 24Q: 3 clusters Score -2652381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2652488.750000 Penalty: 4990.215820
	Iteration 25Q: 3 clusters Score -2652489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2652584.500000 Penalty: 4990.215820
	Iteration 26Q: 3 clusters Score -2652584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2652618.750000 Penalty: 4990.215820
	Iteration 27Q: 3 clusters Score -2652619 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -2652657.250000 Penalty: 4990.215820
	Iteration 28Q: 3 clusters Score -2652657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2652686.500000 Penalty: 4990.215820
	Iteration 29Q: 3 clusters Score -2652686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2652691.000000 Penalty: 4990.215820
	Iteration 30Q: 3 clusters Score -2652691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2652698.500000 Penalty: 4990.215820
	Iteration 31Q: 3 clusters Score -2652698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2652702.750000 Penalty: 4990.215820
	Iteration 32Q: 3 clusters Score -2652703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2652713.750000 Penalty: 4990.215820
	Iteration 33Q: 3 clusters Score -2652714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2652719.250000 Penalty: 4990.215820
	Iteration 34Q: 3 clusters Score -2652719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2652722.250000 Penalty: 4990.215820
	Iteration 35Q: 3 clusters Score -2652722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2652720.750000 Penalty: 4990.215820
	Iteration 36Q: 3 clusters Score -2652721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2652725.500000 Penalty: 4990.215820
	Iteration 37Q: 3 clusters Score -2652726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2652724.500000 Penalty: 4990.215820
	Iteration 38Q: 3 clusters Score -2652724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2652731.500000 Penalty: 4990.215820
	Iteration 39Q: 3 clusters Score -2652732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2652730.500000 Penalty: 4990.215820
	Iteration 40F: 3 clusters Score -2652730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2652732.250000 Penalty: 4990.215820
	Iteration 41Q: 3 clusters Score -2652732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2652733.250000 Penalty: 4990.215820
	Iteration 42Q: 3 clusters Score -2652733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2652734.000000 Penalty: 4990.215820
	Iteration 43Q: 3 clusters Score -2652734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -2652734.000000 Penalty: 4990.215820
	Iteration 44F: 3 clusters Score -2652734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178921 members 
Entering Unmasked Estep 
Score: -21139406.000000 Penalty: 2999.485596
	Iteration 0F: 2 clusters Score -2.113941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89184 members 
Mstep: Class 2 contains 89737 members 
Entering Unmasked Estep 
Score: -21024110.000000 Penalty: 5998.971191
	Iteration 0F: 3 clusters Score -2.102411e+07 nChanged 85946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 95887 members 
Entering Unmasked Estep 
Score: -21075296.000000 Penalty: 5998.971191
	Iteration 1F: 3 clusters Score -2.10753e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78377 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -21077892.000000 Penalty: 5998.971191
	Iteration 2Q: 3 clusters Score -2.107789e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 107737 members 
Entering Unmasked Estep 
Score: -21082468.000000 Penalty: 5998.971191
	Iteration 3F: 3 clusters Score -2.108247e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 117648 members 
Entering Unmasked Estep 
Score: -21089902.000000 Penalty: 5998.971191
	Iteration 4F: 3 clusters Score -2.10899e+07 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 129754 members 
Entering Unmasked Estep 
Score: -21099864.000000 Penalty: 5998.971191
	Iteration 5F: 3 clusters Score -2.109986e+07 nChanged 13848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 142494 members 
Entering Unmasked Estep 
Score: -21110932.000000 Penalty: 5998.971191
	Iteration 6F: 3 clusters Score -2.111093e+07 nChanged 12200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -21120850.000000 Penalty: 5998.971191
	Iteration 7F: 3 clusters Score -2.112085e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 163745 members 
Entering Unmasked Estep 
Score: -21128064.000000 Penalty: 5998.971191
	Iteration 8F: 3 clusters Score -2.112806e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 170644 members 
Entering Unmasked Estep 
Score: -21132344.000000 Penalty: 5998.971191
	Iteration 9Q: 3 clusters Score -2.113234e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 174834 members 
Entering Unmasked Estep 
Score: -21134860.000000 Penalty: 5998.971191
	Iteration 10Q: 3 clusters Score -2.113486e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 176912 members 
Entering Unmasked Estep 
Score: -21136136.000000 Penalty: 5998.971191
	Iteration 11Q: 3 clusters Score -2.113614e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -21136536.000000 Penalty: 5998.971191
	Iteration 12Q: 3 clusters Score -2.113654e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -21136686.000000 Penalty: 5998.971191
	Iteration 13Q: 3 clusters Score -2.113669e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -21136744.000000 Penalty: 5998.971191
	Iteration 14Q: 3 clusters Score -2.113674e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 178363 members 
Entering Unmasked Estep 
Score: -21136788.000000 Penalty: 5998.971191
	Iteration 15Q: 3 clusters Score -2.113679e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 178409 members 
Entering Unmasked Estep 
Score: -21136806.000000 Penalty: 5998.971191
	Iteration 16Q: 3 clusters Score -2.113681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 178434 members 
Entering Unmasked Estep 
Score: -21136810.000000 Penalty: 5998.971191
	Iteration 17Q: 3 clusters Score -2.113681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -21136824.000000 Penalty: 5998.971191
	Iteration 18Q: 3 clusters Score -2.113682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 178464 members 
Entering Unmasked Estep 
Score: -21136826.000000 Penalty: 5998.971191
	Iteration 19Q: 3 clusters Score -2.113683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 178473 members 
Entering Unmasked Estep 
Score: -21136854.000000 Penalty: 5998.971191
	Iteration 20F: 3 clusters Score -2.113685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 178480 members 
Entering Unmasked Estep 
Score: -21136856.000000 Penalty: 5998.971191
	Iteration 21Q: 3 clusters Score -2.113686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 178482 members 
Entering Unmasked Estep 
Score: -21136854.000000 Penalty: 5998.971191
	Iteration 22Q: 3 clusters Score -2.113685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 178485 members 
Entering Unmasked Estep 
Score: -21136856.000000 Penalty: 5998.971191
	Iteration 23Q: 3 clusters Score -2.113686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 178487 members 
Entering Unmasked Estep 
Score: -21136858.000000 Penalty: 5998.971191
	Iteration 24Q: 3 clusters Score -2.113686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 178490 members 
Entering Unmasked Estep 
Score: -21136858.000000 Penalty: 5998.971191
	Iteration 25Q: 3 clusters Score -2.113686e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 178494 members 
Entering Unmasked Estep 
Score: -21136862.000000 Penalty: 5998.971191
	Iteration 26Q: 3 clusters Score -2.113686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178495 members 
Entering Unmasked Estep 
Score: -21136874.000000 Penalty: 5998.971191
	Iteration 27Q: 3 clusters Score -2.113687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178495 members 
Entering Unmasked Estep 
Score: -21136878.000000 Penalty: 5998.971191
	Iteration 28Q: 3 clusters Score -2.113688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 178496 members 
Entering Unmasked Estep 
Score: -21136882.000000 Penalty: 5998.971191
	Iteration 29Q: 3 clusters Score -2.113688e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 178496 members 
Entering Unmasked Estep 
Score: -21136882.000000 Penalty: 5998.971191
	Iteration 30F: 3 clusters Score -2.113688e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Entering Unmasked Estep 
Score: -4173146.500000 Penalty: 2600.010498
	Iteration 0F: 2 clusters Score -4173146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4148885.250000 Penalty: 5200.020996
	Iteration 0F: 3 clusters Score -4148885 nChanged 16360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4158283.250000 Penalty: 5200.020996
	Iteration 1F: 3 clusters Score -4158283 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -4159452.750000 Penalty: 5200.020996
	Iteration 2F: 3 clusters Score -4159453 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -4160936.250000 Penalty: 5200.020996
	Iteration 3F: 3 clusters Score -4160936 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4162468.250000 Penalty: 5200.020996
	Iteration 4F: 3 clusters Score -4162468 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4163829.250000 Penalty: 5200.020996
	Iteration 5F: 3 clusters Score -4163829 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4165010.250000 Penalty: 5200.020996
	Iteration 6F: 3 clusters Score -4165010 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4165903.000000 Penalty: 5200.020996
	Iteration 7Q: 3 clusters Score -4165903 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4166560.500000 Penalty: 5200.020996
	Iteration 8Q: 3 clusters Score -4166560 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4167166.750000 Penalty: 5200.020996
	Iteration 9Q: 3 clusters Score -4167167 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4167719.000000 Penalty: 5200.020996
	Iteration 10Q: 3 clusters Score -4167719 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -4168282.750000 Penalty: 5200.020996
	Iteration 11Q: 3 clusters Score -4168283 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4168860.500000 Penalty: 5200.020996
	Iteration 12Q: 3 clusters Score -4168860 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -4169429.250000 Penalty: 5200.020996
	Iteration 13Q: 3 clusters Score -4169429 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -4170022.750000 Penalty: 5200.020996
	Iteration 14Q: 3 clusters Score -4170023 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4170691.250000 Penalty: 5200.020996
	Iteration 15Q: 3 clusters Score -4170691 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4171300.250000 Penalty: 5200.020996
	Iteration 16Q: 3 clusters Score -4171300 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4171740.750000 Penalty: 5200.020996
	Iteration 17Q: 3 clusters Score -4171741 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4172037.500000 Penalty: 5200.020996
	Iteration 18Q: 3 clusters Score -4172038 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4172178.000000 Penalty: 5200.020996
	Iteration 19Q: 3 clusters Score -4172178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4172261.250000 Penalty: 5200.020996
	Iteration 20F: 3 clusters Score -4172261 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4172299.000000 Penalty: 5200.020996
	Iteration 21Q: 3 clusters Score -4172299 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4172327.250000 Penalty: 5200.020996
	Iteration 22Q: 3 clusters Score -4172327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4172332.500000 Penalty: 5200.020996
	Iteration 23Q: 3 clusters Score -4172332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4172338.250000 Penalty: 5200.020996
	Iteration 24Q: 3 clusters Score -4172338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4172341.750000 Penalty: 5200.020996
	Iteration 25Q: 3 clusters Score -4172342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4172351.500000 Penalty: 5200.020996
	Iteration 26Q: 3 clusters Score -4172352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4172370.000000 Penalty: 5200.020996
	Iteration 27Q: 3 clusters Score -4172370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4172373.000000 Penalty: 5200.020996
	Iteration 28Q: 3 clusters Score -4172373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4172360.500000 Penalty: 5200.020996
	Iteration 29Q: 3 clusters Score -4172360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4172368.500000 Penalty: 5200.020996
	Iteration 30Q: 3 clusters Score -4172368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4172370.500000 Penalty: 5200.020996
	Iteration 31Q: 3 clusters Score -4172370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4172372.500000 Penalty: 5200.020996
	Iteration 32Q: 3 clusters Score -4172372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4172371.250000 Penalty: 5200.020996
	Iteration 33Q: 3 clusters Score -4172371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4172370.000000 Penalty: 5200.020996
	Iteration 34Q: 3 clusters Score -4172370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4172368.000000 Penalty: 5200.020996
	Iteration 35Q: 3 clusters Score -4172368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4172364.000000 Penalty: 5200.020996
	Iteration 36Q: 3 clusters Score -4172364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4172368.000000 Penalty: 5200.020996
	Iteration 37Q: 3 clusters Score -4172368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4172366.000000 Penalty: 5200.020996
	Iteration 38Q: 3 clusters Score -4172366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4172364.750000 Penalty: 5200.020996
	Iteration 39Q: 3 clusters Score -4172365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4172366.750000 Penalty: 5200.020996
	Iteration 40F: 3 clusters Score -4172367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Entering Unmasked Estep 
Score: -3785724.750000 Penalty: 2573.090332
	Iteration 0F: 2 clusters Score -3785725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3763832.250000 Penalty: 5146.180664
	Iteration 0F: 3 clusters Score -3763832 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3771871.750000 Penalty: 5146.180664
	Iteration 1F: 3 clusters Score -3771872 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3772666.750000 Penalty: 5146.180664
	Iteration 2F: 3 clusters Score -3772667 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3773589.000000 Penalty: 5146.180664
	Iteration 3F: 3 clusters Score -3773589 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3774825.000000 Penalty: 5146.180664
	Iteration 4F: 3 clusters Score -3774825 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3776347.750000 Penalty: 5146.180664
	Iteration 5F: 3 clusters Score -3776348 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3777965.500000 Penalty: 5146.180664
	Iteration 6F: 3 clusters Score -3777966 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3779667.750000 Penalty: 5146.180664
	Iteration 7F: 3 clusters Score -3779668 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -3781039.000000 Penalty: 5146.180664
	Iteration 8F: 3 clusters Score -3781039 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3781932.750000 Penalty: 5146.180664
	Iteration 9Q: 3 clusters Score -3781933 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3782496.500000 Penalty: 5146.180664
	Iteration 10Q: 3 clusters Score -3782496 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3782895.250000 Penalty: 5146.180664
	Iteration 11Q: 3 clusters Score -3782895 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3783194.750000 Penalty: 5146.180664
	Iteration 12Q: 3 clusters Score -3783195 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3783497.500000 Penalty: 5146.180664
	Iteration 13Q: 3 clusters Score -3783498 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3783805.500000 Penalty: 5146.180664
	Iteration 14Q: 3 clusters Score -3783806 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3784153.750000 Penalty: 5146.180664
	Iteration 15Q: 3 clusters Score -3784154 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3784575.000000 Penalty: 5146.180664
	Iteration 16Q: 3 clusters Score -3784575 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3784844.000000 Penalty: 5146.180664
	Iteration 17Q: 3 clusters Score -3784844 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3784985.500000 Penalty: 5146.180664
	Iteration 18Q: 3 clusters Score -3784986 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3785066.250000 Penalty: 5146.180664
	Iteration 19Q: 3 clusters Score -3785066 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -3785124.000000 Penalty: 5146.180664
	Iteration 20F: 3 clusters Score -3785124 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3785149.500000 Penalty: 5146.180664
	Iteration 21Q: 3 clusters Score -3785150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3785152.250000 Penalty: 5146.180664
	Iteration 22Q: 3 clusters Score -3785152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -3785155.250000 Penalty: 5146.180664
	Iteration 23Q: 3 clusters Score -3785155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3785153.250000 Penalty: 5146.180664
	Iteration 24Q: 3 clusters Score -3785153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -3785161.250000 Penalty: 5146.180664
	Iteration 25Q: 3 clusters Score -3785161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3785161.750000 Penalty: 5146.180664
	Iteration 26Q: 3 clusters Score -3785162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3785156.000000 Penalty: 5146.180664
	Iteration 27Q: 3 clusters Score -3785156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3785158.750000 Penalty: 5146.180664
	Iteration 28Q: 3 clusters Score -3785159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3785165.500000 Penalty: 5146.180664
	Iteration 29Q: 3 clusters Score -3785166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -3785160.750000 Penalty: 5146.180664
	Iteration 30Q: 3 clusters Score -3785161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3785156.000000 Penalty: 5146.180664
	Iteration 31Q: 3 clusters Score -3785156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3785157.500000 Penalty: 5146.180664
	Iteration 32Q: 3 clusters Score -3785158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3785156.250000 Penalty: 5146.180664
	Iteration 33Q: 3 clusters Score -3785156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3785156.250000 Penalty: 5146.180664
	Iteration 34F: 3 clusters Score -3785156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1139115.625000 Penalty: 2291.278320
	Iteration 0F: 2 clusters Score -1139116 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 5195 members 
Entering Unmasked Estep 
Score: -1131294.250000 Penalty: 4582.556641
	Iteration 0F: 3 clusters Score -1131294 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1133483.750000 Penalty: 4582.556641
	Iteration 1F: 3 clusters Score -1133484 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1133835.750000 Penalty: 4582.556641
	Iteration 2F: 3 clusters Score -1133836 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1134113.000000 Penalty: 4582.556641
	Iteration 3F: 3 clusters Score -1134113 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1134357.250000 Penalty: 4582.556641
	Iteration 4Q: 3 clusters Score -1134357 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1134604.250000 Penalty: 4582.556641
	Iteration 5Q: 3 clusters Score -1134604 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1134839.625000 Penalty: 4582.556641
	Iteration 6Q: 3 clusters Score -1134840 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1135088.000000 Penalty: 4582.556641
	Iteration 7Q: 3 clusters Score -1135088 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1135295.750000 Penalty: 4582.556641
	Iteration 8Q: 3 clusters Score -1135296 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1135493.250000 Penalty: 4582.556641
	Iteration 9Q: 3 clusters Score -1135493 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1135717.250000 Penalty: 4582.556641
	Iteration 10Q: 3 clusters Score -1135717 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1135931.625000 Penalty: 4582.556641
	Iteration 11Q: 3 clusters Score -1135932 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1136108.875000 Penalty: 4582.556641
	Iteration 12Q: 3 clusters Score -1136109 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1136248.875000 Penalty: 4582.556641
	Iteration 13Q: 3 clusters Score -1136249 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1136364.250000 Penalty: 4582.556641
	Iteration 14Q: 3 clusters Score -1136364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1136445.250000 Penalty: 4582.556641
	Iteration 15Q: 3 clusters Score -1136445 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1136502.875000 Penalty: 4582.556641
	Iteration 16Q: 3 clusters Score -1136503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1136548.500000 Penalty: 4582.556641
	Iteration 17Q: 3 clusters Score -1136548 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1136593.625000 Penalty: 4582.556641
	Iteration 18Q: 3 clusters Score -1136594 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1136630.875000 Penalty: 4582.556641
	Iteration 19Q: 3 clusters Score -1136631 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1136662.375000 Penalty: 4582.556641
	Iteration 20F: 3 clusters Score -1136662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1136691.375000 Penalty: 4582.556641
	Iteration 21Q: 3 clusters Score -1136691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1136722.125000 Penalty: 4582.556641
	Iteration 22Q: 3 clusters Score -1136722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1136743.125000 Penalty: 4582.556641
	Iteration 23Q: 3 clusters Score -1136743 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1136761.625000 Penalty: 4582.556641
	Iteration 24Q: 3 clusters Score -1136762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1136777.375000 Penalty: 4582.556641
	Iteration 25Q: 3 clusters Score -1136777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1136789.750000 Penalty: 4582.556641
	Iteration 26Q: 3 clusters Score -1136790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1136802.125000 Penalty: 4582.556641
	Iteration 27Q: 3 clusters Score -1136802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1136814.625000 Penalty: 4582.556641
	Iteration 28Q: 3 clusters Score -1136815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1136830.375000 Penalty: 4582.556641
	Iteration 29Q: 3 clusters Score -1136830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1136848.125000 Penalty: 4582.556641
	Iteration 30Q: 3 clusters Score -1136848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1136863.750000 Penalty: 4582.556641
	Iteration 31Q: 3 clusters Score -1136864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1136881.875000 Penalty: 4582.556641
	Iteration 32Q: 3 clusters Score -1136882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1136897.250000 Penalty: 4582.556641
	Iteration 33Q: 3 clusters Score -1136897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1136918.125000 Penalty: 4582.556641
	Iteration 34Q: 3 clusters Score -1136918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1136939.625000 Penalty: 4582.556641
	Iteration 35Q: 3 clusters Score -1136940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1136960.375000 Penalty: 4582.556641
	Iteration 36Q: 3 clusters Score -1136960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1136988.875000 Penalty: 4582.556641
	Iteration 37Q: 3 clusters Score -1136989 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1137004.125000 Penalty: 4582.556641
	Iteration 38Q: 3 clusters Score -1137004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1137019.000000 Penalty: 4582.556641
	Iteration 39Q: 3 clusters Score -1137019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1137026.250000 Penalty: 4582.556641
	Iteration 40F: 3 clusters Score -1137026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1137036.500000 Penalty: 4582.556641
	Iteration 41Q: 3 clusters Score -1137036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1137051.500000 Penalty: 4582.556641
	Iteration 42Q: 3 clusters Score -1137052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1137058.500000 Penalty: 4582.556641
	Iteration 43Q: 3 clusters Score -1137058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1137064.500000 Penalty: 4582.556641
	Iteration 44Q: 3 clusters Score -1137064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1137071.625000 Penalty: 4582.556641
	Iteration 45Q: 3 clusters Score -1137072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1137077.875000 Penalty: 4582.556641
	Iteration 46Q: 3 clusters Score -1137078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1137087.125000 Penalty: 4582.556641
	Iteration 47Q: 3 clusters Score -1137087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1137093.000000 Penalty: 4582.556641
	Iteration 48Q: 3 clusters Score -1137093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1137098.875000 Penalty: 4582.556641
	Iteration 49Q: 3 clusters Score -1137099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1137104.375000 Penalty: 4582.556641
	Iteration 50Q: 3 clusters Score -1137104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1137112.500000 Penalty: 4582.556641
	Iteration 51Q: 3 clusters Score -1137112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1137119.000000 Penalty: 4582.556641
	Iteration 52Q: 3 clusters Score -1137119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1137125.000000 Penalty: 4582.556641
	Iteration 53Q: 3 clusters Score -1137125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1137135.500000 Penalty: 4582.556641
	Iteration 54Q: 3 clusters Score -1137136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1137141.375000 Penalty: 4582.556641
	Iteration 55Q: 3 clusters Score -1137141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1137147.000000 Penalty: 4582.556641
	Iteration 56Q: 3 clusters Score -1137147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1137152.000000 Penalty: 4582.556641
	Iteration 57Q: 3 clusters Score -1137152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1137161.500000 Penalty: 4582.556641
	Iteration 58Q: 3 clusters Score -1137162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1137170.875000 Penalty: 4582.556641
	Iteration 59Q: 3 clusters Score -1137171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1137186.375000 Penalty: 4582.556641
	Iteration 60F: 3 clusters Score -1137186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1137196.750000 Penalty: 4582.556641
	Iteration 61Q: 3 clusters Score -1137197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1137205.500000 Penalty: 4582.556641
	Iteration 62Q: 3 clusters Score -1137206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1137217.875000 Penalty: 4582.556641
	Iteration 63Q: 3 clusters Score -1137218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1137227.750000 Penalty: 4582.556641
	Iteration 64Q: 3 clusters Score -1137228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1137236.000000 Penalty: 4582.556641
	Iteration 65Q: 3 clusters Score -1137236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1137245.500000 Penalty: 4582.556641
	Iteration 66Q: 3 clusters Score -1137246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1137254.250000 Penalty: 4582.556641
	Iteration 67Q: 3 clusters Score -1137254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1137262.500000 Penalty: 4582.556641
	Iteration 68Q: 3 clusters Score -1137262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1137267.125000 Penalty: 4582.556641
	Iteration 69Q: 3 clusters Score -1137267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1137272.375000 Penalty: 4582.556641
	Iteration 70Q: 3 clusters Score -1137272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1137279.750000 Penalty: 4582.556641
	Iteration 71Q: 3 clusters Score -1137280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1137285.625000 Penalty: 4582.556641
	Iteration 72Q: 3 clusters Score -1137286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1137286.000000 Penalty: 4582.556641
	Iteration 73Q: 3 clusters Score -1137286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1137287.125000 Penalty: 4582.556641
	Iteration 74Q: 3 clusters Score -1137287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1137292.000000 Penalty: 4582.556641
	Iteration 75Q: 3 clusters Score -1137292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1137297.875000 Penalty: 4582.556641
	Iteration 76Q: 3 clusters Score -1137298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1137300.625000 Penalty: 4582.556641
	Iteration 77Q: 3 clusters Score -1137301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1137313.000000 Penalty: 4582.556641
	Iteration 78Q: 3 clusters Score -1137313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1137313.250000 Penalty: 4582.556641
	Iteration 79Q: 3 clusters Score -1137313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1137316.625000 Penalty: 4582.556641
	Iteration 80F: 3 clusters Score -1137317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1137324.125000 Penalty: 4582.556641
	Iteration 81Q: 3 clusters Score -1137324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1137327.625000 Penalty: 4582.556641
	Iteration 82Q: 3 clusters Score -1137328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1137333.500000 Penalty: 4582.556641
	Iteration 83Q: 3 clusters Score -1137334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1137338.875000 Penalty: 4582.556641
	Iteration 84Q: 3 clusters Score -1137339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1137343.250000 Penalty: 4582.556641
	Iteration 85Q: 3 clusters Score -1137343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1137344.750000 Penalty: 4582.556641
	Iteration 86Q: 3 clusters Score -1137345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1137346.625000 Penalty: 4582.556641
	Iteration 87Q: 3 clusters Score -1137347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1137350.500000 Penalty: 4582.556641
	Iteration 88Q: 3 clusters Score -1137350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1137351.375000 Penalty: 4582.556641
	Iteration 89Q: 3 clusters Score -1137351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1137354.875000 Penalty: 4582.556641
	Iteration 90Q: 3 clusters Score -1137355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1137355.875000 Penalty: 4582.556641
	Iteration 91Q: 3 clusters Score -1137356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1137359.625000 Penalty: 4582.556641
	Iteration 92Q: 3 clusters Score -1137360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1137359.500000 Penalty: 4582.556641
	Iteration 93Q: 3 clusters Score -1137360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1137360.500000 Penalty: 4582.556641
	Iteration 94Q: 3 clusters Score -1137360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1137359.375000 Penalty: 4582.556641
	Iteration 95Q: 3 clusters Score -1137359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1137359.750000 Penalty: 4582.556641
	Iteration 96Q: 3 clusters Score -1137360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1137361.500000 Penalty: 4582.556641
	Iteration 97Q: 3 clusters Score -1137362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1137361.375000 Penalty: 4582.556641
	Iteration 98Q: 3 clusters Score -1137361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1137361.375000 Penalty: 4582.556641
	Iteration 99F: 3 clusters Score -1137361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Entering Unmasked Estep 
Score: -6397688.000000 Penalty: 2706.192139
	Iteration 0F: 2 clusters Score -6397688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -6360619.500000 Penalty: 5412.384277
	Iteration 0F: 3 clusters Score -6360620 nChanged 25545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -6374899.500000 Penalty: 5412.384277
	Iteration 1F: 3 clusters Score -6374900 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -6375593.500000 Penalty: 5412.384277
	Iteration 2Q: 3 clusters Score -6375594 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -6376283.000000 Penalty: 5412.384277
	Iteration 3Q: 3 clusters Score -6376283 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -6377263.500000 Penalty: 5412.384277
	Iteration 4Q: 3 clusters Score -6377264 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -6378918.500000 Penalty: 5412.384277
	Iteration 5F: 3 clusters Score -6378918 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -6381670.500000 Penalty: 5412.384277
	Iteration 6F: 3 clusters Score -6381670 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -6385644.000000 Penalty: 5412.384277
	Iteration 7F: 3 clusters Score -6385644 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -6389815.000000 Penalty: 5412.384277
	Iteration 8F: 3 clusters Score -6389815 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -6392730.500000 Penalty: 5412.384277
	Iteration 9F: 3 clusters Score -6392730 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -6394182.500000 Penalty: 5412.384277
	Iteration 10Q: 3 clusters Score -6394182 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -6394772.500000 Penalty: 5412.384277
	Iteration 11Q: 3 clusters Score -6394772 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -6395042.000000 Penalty: 5412.384277
	Iteration 12Q: 3 clusters Score -6395042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -6395167.000000 Penalty: 5412.384277
	Iteration 13Q: 3 clusters Score -6395167 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6395221.500000 Penalty: 5412.384277
	Iteration 14Q: 3 clusters Score -6395222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -6395246.000000 Penalty: 5412.384277
	Iteration 15Q: 3 clusters Score -6395246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -6395273.500000 Penalty: 5412.384277
	Iteration 16Q: 3 clusters Score -6395274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6395289.500000 Penalty: 5412.384277
	Iteration 17Q: 3 clusters Score -6395290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -6395306.500000 Penalty: 5412.384277
	Iteration 18Q: 3 clusters Score -6395306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -6395309.500000 Penalty: 5412.384277
	Iteration 19Q: 3 clusters Score -6395310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -6395328.000000 Penalty: 5412.384277
	Iteration 20F: 3 clusters Score -6395328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -6395344.000000 Penalty: 5412.384277
	Iteration 21Q: 3 clusters Score -6395344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -6395346.000000 Penalty: 5412.384277
	Iteration 22Q: 3 clusters Score -6395346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -6395348.000000 Penalty: 5412.384277
	Iteration 23Q: 3 clusters Score -6395348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -6395351.500000 Penalty: 5412.384277
	Iteration 24Q: 3 clusters Score -6395352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6395353.000000 Penalty: 5412.384277
	Iteration 25Q: 3 clusters Score -6395353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -6395351.000000 Penalty: 5412.384277
	Iteration 26Q: 3 clusters Score -6395351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -6395346.500000 Penalty: 5412.384277
	Iteration 27Q: 3 clusters Score -6395346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -6395351.500000 Penalty: 5412.384277
	Iteration 28Q: 3 clusters Score -6395352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -6395353.000000 Penalty: 5412.384277
	Iteration 29Q: 3 clusters Score -6395353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -6395355.500000 Penalty: 5412.384277
	Iteration 30Q: 3 clusters Score -6395356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -6395364.000000 Penalty: 5412.384277
	Iteration 31Q: 3 clusters Score -6395364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6395357.000000 Penalty: 5412.384277
	Iteration 32Q: 3 clusters Score -6395357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -6395357.000000 Penalty: 5412.384277
	Iteration 33F: 3 clusters Score -6395357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Entering Unmasked Estep 
Score: -12043734.000000 Penalty: 2869.365723
	Iteration 0F: 2 clusters Score -1.204373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -11972910.000000 Penalty: 5738.731445
	Iteration 0F: 3 clusters Score -1.197291e+07 nChanged 50041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -12001619.000000 Penalty: 5738.731445
	Iteration 1F: 3 clusters Score -1.200162e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -12003009.000000 Penalty: 5738.731445
	Iteration 2Q: 3 clusters Score -1.200301e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -12004984.000000 Penalty: 5738.731445
	Iteration 3Q: 3 clusters Score -1.200498e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -12008033.000000 Penalty: 5738.731445
	Iteration 4F: 3 clusters Score -1.200803e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -12012354.000000 Penalty: 5738.731445
	Iteration 5F: 3 clusters Score -1.201235e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -12017705.000000 Penalty: 5738.731445
	Iteration 6F: 3 clusters Score -1.20177e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83165 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -12023436.000000 Penalty: 5738.731445
	Iteration 7F: 3 clusters Score -1.202344e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -12028790.000000 Penalty: 5738.731445
	Iteration 8F: 3 clusters Score -1.202879e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -12033363.000000 Penalty: 5738.731445
	Iteration 9F: 3 clusters Score -1.203336e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99366 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -12036983.000000 Penalty: 5738.731445
	Iteration 10Q: 3 clusters Score -1.203698e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -12039223.000000 Penalty: 5738.731445
	Iteration 11Q: 3 clusters Score -1.203922e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103449 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -12040368.000000 Penalty: 5738.731445
	Iteration 12Q: 3 clusters Score -1.204037e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104110 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12040880.000000 Penalty: 5738.731445
	Iteration 13Q: 3 clusters Score -1.204088e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12041185.000000 Penalty: 5738.731445
	Iteration 14Q: 3 clusters Score -1.204118e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12041398.000000 Penalty: 5738.731445
	Iteration 15Q: 3 clusters Score -1.20414e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -12041541.000000 Penalty: 5738.731445
	Iteration 16Q: 3 clusters Score -1.204154e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12041643.000000 Penalty: 5738.731445
	Iteration 17Q: 3 clusters Score -1.204164e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12041733.000000 Penalty: 5738.731445
	Iteration 18Q: 3 clusters Score -1.204173e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -12041816.000000 Penalty: 5738.731445
	Iteration 19Q: 3 clusters Score -1.204182e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -12041888.000000 Penalty: 5738.731445
	Iteration 20F: 3 clusters Score -1.204189e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104503 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -12041951.000000 Penalty: 5738.731445
	Iteration 21Q: 3 clusters Score -1.204195e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12041996.000000 Penalty: 5738.731445
	Iteration 22Q: 3 clusters Score -1.2042e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104416 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12042010.000000 Penalty: 5738.731445
	Iteration 23Q: 3 clusters Score -1.204201e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12042037.000000 Penalty: 5738.731445
	Iteration 24Q: 3 clusters Score -1.204204e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12042044.000000 Penalty: 5738.731445
	Iteration 25Q: 3 clusters Score -1.204204e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104303 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12042067.000000 Penalty: 5738.731445
	Iteration 26Q: 3 clusters Score -1.204207e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104262 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -12042078.000000 Penalty: 5738.731445
	Iteration 27Q: 3 clusters Score -1.204208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104231 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12042081.000000 Penalty: 5738.731445
	Iteration 28Q: 3 clusters Score -1.204208e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104194 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -12042097.000000 Penalty: 5738.731445
	Iteration 29Q: 3 clusters Score -1.20421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12042099.000000 Penalty: 5738.731445
	Iteration 30Q: 3 clusters Score -1.20421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104147 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12042115.000000 Penalty: 5738.731445
	Iteration 31Q: 3 clusters Score -1.204212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12042122.000000 Penalty: 5738.731445
	Iteration 32Q: 3 clusters Score -1.204212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12042140.000000 Penalty: 5738.731445
	Iteration 33Q: 3 clusters Score -1.204214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104083 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12042141.000000 Penalty: 5738.731445
	Iteration 34Q: 3 clusters Score -1.204214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104052 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -12042172.000000 Penalty: 5738.731445
	Iteration 35Q: 3 clusters Score -1.204217e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -12042174.000000 Penalty: 5738.731445
	Iteration 36Q: 3 clusters Score -1.204217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12042196.000000 Penalty: 5738.731445
	Iteration 37Q: 3 clusters Score -1.20422e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12042185.000000 Penalty: 5738.731445
	Iteration 38Q: 3 clusters Score -1.204218e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -12042197.000000 Penalty: 5738.731445
	Iteration 39Q: 3 clusters Score -1.20422e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103884 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -12042192.000000 Penalty: 5738.731445
	Iteration 40F: 3 clusters Score -1.204219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103853 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -12042192.000000 Penalty: 5738.731445
	Iteration 41Q: 3 clusters Score -1.204219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103824 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -12042203.000000 Penalty: 5738.731445
	Iteration 42Q: 3 clusters Score -1.20422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -12042222.000000 Penalty: 5738.731445
	Iteration 43Q: 3 clusters Score -1.204222e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103780 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12042237.000000 Penalty: 5738.731445
	Iteration 44Q: 3 clusters Score -1.204224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -12042237.000000 Penalty: 5738.731445
	Iteration 45Q: 3 clusters Score -1.204224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -12042238.000000 Penalty: 5738.731445
	Iteration 46Q: 3 clusters Score -1.204224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103742 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -12042242.000000 Penalty: 5738.731445
	Iteration 47Q: 3 clusters Score -1.204224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103734 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -12042241.000000 Penalty: 5738.731445
	Iteration 48Q: 3 clusters Score -1.204224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103718 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12042240.000000 Penalty: 5738.731445
	Iteration 49Q: 3 clusters Score -1.204224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -12042234.000000 Penalty: 5738.731445
	Iteration 50Q: 3 clusters Score -1.204223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103692 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -12042238.000000 Penalty: 5738.731445
	Iteration 51Q: 3 clusters Score -1.204224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -12042249.000000 Penalty: 5738.731445
	Iteration 52Q: 3 clusters Score -1.204225e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12042252.000000 Penalty: 5738.731445
	Iteration 53Q: 3 clusters Score -1.204225e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12042274.000000 Penalty: 5738.731445
	Iteration 54Q: 3 clusters Score -1.204227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -12042290.000000 Penalty: 5738.731445
	Iteration 55Q: 3 clusters Score -1.204229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103603 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12042286.000000 Penalty: 5738.731445
	Iteration 56Q: 3 clusters Score -1.204229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -12042299.000000 Penalty: 5738.731445
	Iteration 57Q: 3 clusters Score -1.20423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103574 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -12042292.000000 Penalty: 5738.731445
	Iteration 58Q: 3 clusters Score -1.204229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103564 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -12042292.000000 Penalty: 5738.731445
	Iteration 59Q: 3 clusters Score -1.204229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -12042279.000000 Penalty: 5738.731445
	Iteration 60F: 3 clusters Score -1.204228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103538 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -12042273.000000 Penalty: 5738.731445
	Iteration 61Q: 3 clusters Score -1.204227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -12042283.000000 Penalty: 5738.731445
	Iteration 62Q: 3 clusters Score -1.204228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -12042290.000000 Penalty: 5738.731445
	Iteration 63Q: 3 clusters Score -1.204229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -12042300.000000 Penalty: 5738.731445
	Iteration 64Q: 3 clusters Score -1.20423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103497 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -12042293.000000 Penalty: 5738.731445
	Iteration 65Q: 3 clusters Score -1.204229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -12042295.000000 Penalty: 5738.731445
	Iteration 66Q: 3 clusters Score -1.20423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -12042299.000000 Penalty: 5738.731445
	Iteration 67Q: 3 clusters Score -1.20423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -12042295.000000 Penalty: 5738.731445
	Iteration 68Q: 3 clusters Score -1.20423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -12042304.000000 Penalty: 5738.731445
	Iteration 69Q: 3 clusters Score -1.20423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -12042311.000000 Penalty: 5738.731445
	Iteration 70Q: 3 clusters Score -1.204231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -12042304.000000 Penalty: 5738.731445
	Iteration 71Q: 3 clusters Score -1.20423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -12042312.000000 Penalty: 5738.731445
	Iteration 72Q: 3 clusters Score -1.204231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -12042313.000000 Penalty: 5738.731445
	Iteration 73Q: 3 clusters Score -1.204231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -12042311.000000 Penalty: 5738.731445
	Iteration 74Q: 3 clusters Score -1.204231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103450 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -12042305.000000 Penalty: 5738.731445
	Iteration 75Q: 3 clusters Score -1.20423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12042312.000000 Penalty: 5738.731445
	Iteration 76Q: 3 clusters Score -1.204231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -12042314.000000 Penalty: 5738.731445
	Iteration 77Q: 3 clusters Score -1.204231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12042314.000000 Penalty: 5738.731445
	Iteration 78Q: 3 clusters Score -1.204231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103429 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -12042317.000000 Penalty: 5738.731445
	Iteration 79Q: 3 clusters Score -1.204232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -12042310.000000 Penalty: 5738.731445
	Iteration 80F: 3 clusters Score -1.204231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -12042309.000000 Penalty: 5738.731445
	Iteration 81Q: 3 clusters Score -1.204231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -12042315.000000 Penalty: 5738.731445
	Iteration 82Q: 3 clusters Score -1.204232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12042319.000000 Penalty: 5738.731445
	Iteration 83Q: 3 clusters Score -1.204232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12042309.000000 Penalty: 5738.731445
	Iteration 84Q: 3 clusters Score -1.204231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12042306.000000 Penalty: 5738.731445
	Iteration 85Q: 3 clusters Score -1.204231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -12042319.000000 Penalty: 5738.731445
	Iteration 86Q: 3 clusters Score -1.204232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -12042311.000000 Penalty: 5738.731445
	Iteration 87Q: 3 clusters Score -1.204231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103402 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12042316.000000 Penalty: 5738.731445
	Iteration 88Q: 3 clusters Score -1.204232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -12042314.000000 Penalty: 5738.731445
	Iteration 89Q: 3 clusters Score -1.204231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103391 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12042320.000000 Penalty: 5738.731445
	Iteration 90Q: 3 clusters Score -1.204232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -12042319.000000 Penalty: 5738.731445
	Iteration 91Q: 3 clusters Score -1.204232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103384 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -12042316.000000 Penalty: 5738.731445
	Iteration 92Q: 3 clusters Score -1.204232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -12042315.000000 Penalty: 5738.731445
	Iteration 93Q: 3 clusters Score -1.204232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103378 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12042323.000000 Penalty: 5738.731445
	Iteration 94Q: 3 clusters Score -1.204232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12042321.000000 Penalty: 5738.731445
	Iteration 95Q: 3 clusters Score -1.204232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -12042318.000000 Penalty: 5738.731445
	Iteration 96Q: 3 clusters Score -1.204232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103371 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -12042318.000000 Penalty: 5738.731445
	Iteration 97Q: 3 clusters Score -1.204232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103367 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -12042319.000000 Penalty: 5738.731445
	Iteration 98Q: 3 clusters Score -1.204232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12042315.000000 Penalty: 5738.731445
	Iteration 99Q: 3 clusters Score -1.204232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103363 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -12042307.000000 Penalty: 5738.731445
	Iteration 100F: 3 clusters Score -1.204231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -12042310.000000 Penalty: 5738.731445
	Iteration 101Q: 3 clusters Score -1.204231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103361 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -12042313.000000 Penalty: 5738.731445
	Iteration 102Q: 3 clusters Score -1.204231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103359 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -12042315.000000 Penalty: 5738.731445
	Iteration 103Q: 3 clusters Score -1.204232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -12042319.000000 Penalty: 5738.731445
	Iteration 104Q: 3 clusters Score -1.204232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -12042319.000000 Penalty: 5738.731445
	Iteration 105F: 3 clusters Score -1.204232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244389 members 
Entering Unmasked Estep 
Score: -28541772.000000 Penalty: 3076.815918
	Iteration 0F: 2 clusters Score -2.854177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122603 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -28391650.000000 Penalty: 6153.631836
	Iteration 0F: 3 clusters Score -2.839165e+07 nChanged 118006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129447 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -28461924.000000 Penalty: 6153.631836
	Iteration 1F: 3 clusters Score -2.846192e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133590 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -28463588.000000 Penalty: 6153.631836
	Iteration 2Q: 3 clusters Score -2.846359e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -28466426.000000 Penalty: 6153.631836
	Iteration 3Q: 3 clusters Score -2.846643e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 94405 members 
Entering Unmasked Estep 
Score: -28471126.000000 Penalty: 6153.631836
	Iteration 4Q: 3 clusters Score -2.847113e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164907 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -28479644.000000 Penalty: 6153.631836
	Iteration 5F: 3 clusters Score -2.847964e+07 nChanged 20657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185520 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -28492854.000000 Penalty: 6153.631836
	Iteration 6F: 3 clusters Score -2.849285e+07 nChanged 23127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208637 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -28509910.000000 Penalty: 6153.631836
	Iteration 7F: 3 clusters Score -2.850991e+07 nChanged 19013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227646 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -28525032.000000 Penalty: 6153.631836
	Iteration 8F: 3 clusters Score -2.852503e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238104 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -28533786.000000 Penalty: 6153.631836
	Iteration 9Q: 3 clusters Score -2.853379e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242204 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -28537206.000000 Penalty: 6153.631836
	Iteration 10Q: 3 clusters Score -2.853721e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243461 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -28538382.000000 Penalty: 6153.631836
	Iteration 11Q: 3 clusters Score -2.853838e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243847 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -28538820.000000 Penalty: 6153.631836
	Iteration 12Q: 3 clusters Score -2.853882e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243984 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -28538996.000000 Penalty: 6153.631836
	Iteration 13Q: 3 clusters Score -2.8539e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244022 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -28539086.000000 Penalty: 6153.631836
	Iteration 14Q: 3 clusters Score -2.853909e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244039 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -28539126.000000 Penalty: 6153.631836
	Iteration 15Q: 3 clusters Score -2.853913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244041 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28539134.000000 Penalty: 6153.631836
	Iteration 16Q: 3 clusters Score -2.853913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244046 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28539168.000000 Penalty: 6153.631836
	Iteration 17Q: 3 clusters Score -2.853917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244049 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28539188.000000 Penalty: 6153.631836
	Iteration 18Q: 3 clusters Score -2.853919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244056 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28539160.000000 Penalty: 6153.631836
	Iteration 19Q: 3 clusters Score -2.853916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244058 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28539166.000000 Penalty: 6153.631836
	Iteration 20F: 3 clusters Score -2.853917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244054 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28539176.000000 Penalty: 6153.631836
	Iteration 21Q: 3 clusters Score -2.853918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244057 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28539194.000000 Penalty: 6153.631836
	Iteration 22Q: 3 clusters Score -2.853919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244058 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28539210.000000 Penalty: 6153.631836
	Iteration 23Q: 3 clusters Score -2.853921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244056 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28539208.000000 Penalty: 6153.631836
	Iteration 24Q: 3 clusters Score -2.853921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244054 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28539208.000000 Penalty: 6153.631836
	Iteration 25Q: 3 clusters Score -2.853921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244054 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -28539206.000000 Penalty: 6153.631836
	Iteration 26Q: 3 clusters Score -2.853921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244053 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -28539198.000000 Penalty: 6153.631836
	Iteration 27Q: 3 clusters Score -2.85392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244056 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28539212.000000 Penalty: 6153.631836
	Iteration 28Q: 3 clusters Score -2.853921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244059 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28539216.000000 Penalty: 6153.631836
	Iteration 29Q: 3 clusters Score -2.853922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244059 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -28539216.000000 Penalty: 6153.631836
	Iteration 30F: 3 clusters Score -2.853922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Entering Unmasked Estep 
Score: -2608465.500000 Penalty: 2479.960938
	Iteration 0F: 2 clusters Score -2608466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2593208.250000 Penalty: 4959.921875
	Iteration 0F: 3 clusters Score -2593208 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2598315.000000 Penalty: 4959.921875
	Iteration 1F: 3 clusters Score -2598315 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2598753.250000 Penalty: 4959.921875
	Iteration 2F: 3 clusters Score -2598753 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2599143.000000 Penalty: 4959.921875
	Iteration 3Q: 3 clusters Score -2599143 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2599567.750000 Penalty: 4959.921875
	Iteration 4Q: 3 clusters Score -2599568 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2600033.750000 Penalty: 4959.921875
	Iteration 5Q: 3 clusters Score -2600034 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2600576.250000 Penalty: 4959.921875
	Iteration 6Q: 3 clusters Score -2600576 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2601340.500000 Penalty: 4959.921875
	Iteration 7F: 3 clusters Score -2601340 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2602126.000000 Penalty: 4959.921875
	Iteration 8F: 3 clusters Score -2602126 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2602870.750000 Penalty: 4959.921875
	Iteration 9Q: 3 clusters Score -2602871 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2603546.250000 Penalty: 4959.921875
	Iteration 10Q: 3 clusters Score -2603546 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2604115.250000 Penalty: 4959.921875
	Iteration 11Q: 3 clusters Score -2604115 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2604530.250000 Penalty: 4959.921875
	Iteration 12Q: 3 clusters Score -2604530 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -2604776.500000 Penalty: 4959.921875
	Iteration 13Q: 3 clusters Score -2604776 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2604923.750000 Penalty: 4959.921875
	Iteration 14Q: 3 clusters Score -2604924 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2605025.000000 Penalty: 4959.921875
	Iteration 15Q: 3 clusters Score -2605025 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2605111.750000 Penalty: 4959.921875
	Iteration 16Q: 3 clusters Score -2605112 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2605164.000000 Penalty: 4959.921875
	Iteration 17Q: 3 clusters Score -2605164 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2605208.000000 Penalty: 4959.921875
	Iteration 18Q: 3 clusters Score -2605208 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2605235.750000 Penalty: 4959.921875
	Iteration 19Q: 3 clusters Score -2605236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2605261.500000 Penalty: 4959.921875
	Iteration 20F: 3 clusters Score -2605262 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2605286.000000 Penalty: 4959.921875
	Iteration 21Q: 3 clusters Score -2605286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2605308.000000 Penalty: 4959.921875
	Iteration 22Q: 3 clusters Score -2605308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2605336.000000 Penalty: 4959.921875
	Iteration 23Q: 3 clusters Score -2605336 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2605353.250000 Penalty: 4959.921875
	Iteration 24Q: 3 clusters Score -2605353 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2605367.250000 Penalty: 4959.921875
	Iteration 25Q: 3 clusters Score -2605367 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2605389.000000 Penalty: 4959.921875
	Iteration 26Q: 3 clusters Score -2605389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2605399.750000 Penalty: 4959.921875
	Iteration 27Q: 3 clusters Score -2605400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2605420.250000 Penalty: 4959.921875
	Iteration 28Q: 3 clusters Score -2605420 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2605438.750000 Penalty: 4959.921875
	Iteration 29Q: 3 clusters Score -2605439 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2605447.250000 Penalty: 4959.921875
	Iteration 30Q: 3 clusters Score -2605447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2605458.250000 Penalty: 4959.921875
	Iteration 31Q: 3 clusters Score -2605458 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2605474.500000 Penalty: 4959.921875
	Iteration 32Q: 3 clusters Score -2605474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2605494.250000 Penalty: 4959.921875
	Iteration 33Q: 3 clusters Score -2605494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2605501.750000 Penalty: 4959.921875
	Iteration 34Q: 3 clusters Score -2605502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2605520.500000 Penalty: 4959.921875
	Iteration 35Q: 3 clusters Score -2605520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2605548.750000 Penalty: 4959.921875
	Iteration 36Q: 3 clusters Score -2605549 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2605562.250000 Penalty: 4959.921875
	Iteration 37Q: 3 clusters Score -2605562 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2605576.250000 Penalty: 4959.921875
	Iteration 38Q: 3 clusters Score -2605576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2605589.750000 Penalty: 4959.921875
	Iteration 39Q: 3 clusters Score -2605590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2605624.250000 Penalty: 4959.921875
	Iteration 40F: 3 clusters Score -2605624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2605636.000000 Penalty: 4959.921875
	Iteration 41Q: 3 clusters Score -2605636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2605653.250000 Penalty: 4959.921875
	Iteration 42Q: 3 clusters Score -2605653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2605666.250000 Penalty: 4959.921875
	Iteration 43Q: 3 clusters Score -2605666 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2605680.500000 Penalty: 4959.921875
	Iteration 44Q: 3 clusters Score -2605680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2605687.500000 Penalty: 4959.921875
	Iteration 45Q: 3 clusters Score -2605688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2605700.250000 Penalty: 4959.921875
	Iteration 46Q: 3 clusters Score -2605700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2605723.750000 Penalty: 4959.921875
	Iteration 47Q: 3 clusters Score -2605724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2605731.000000 Penalty: 4959.921875
	Iteration 48Q: 3 clusters Score -2605731 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2605738.000000 Penalty: 4959.921875
	Iteration 49Q: 3 clusters Score -2605738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2605762.250000 Penalty: 4959.921875
	Iteration 50Q: 3 clusters Score -2605762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2605780.000000 Penalty: 4959.921875
	Iteration 51Q: 3 clusters Score -2605780 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2605806.500000 Penalty: 4959.921875
	Iteration 52Q: 3 clusters Score -2605806 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2605826.000000 Penalty: 4959.921875
	Iteration 53Q: 3 clusters Score -2605826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2605848.000000 Penalty: 4959.921875
	Iteration 54Q: 3 clusters Score -2605848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2605862.000000 Penalty: 4959.921875
	Iteration 55Q: 3 clusters Score -2605862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2605881.500000 Penalty: 4959.921875
	Iteration 56Q: 3 clusters Score -2605882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2605890.000000 Penalty: 4959.921875
	Iteration 57Q: 3 clusters Score -2605890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2605905.250000 Penalty: 4959.921875
	Iteration 58Q: 3 clusters Score -2605905 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2605917.000000 Penalty: 4959.921875
	Iteration 59Q: 3 clusters Score -2605917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2605942.750000 Penalty: 4959.921875
	Iteration 60F: 3 clusters Score -2605943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2605965.000000 Penalty: 4959.921875
	Iteration 61Q: 3 clusters Score -2605965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2605974.750000 Penalty: 4959.921875
	Iteration 62Q: 3 clusters Score -2605975 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2605988.500000 Penalty: 4959.921875
	Iteration 63Q: 3 clusters Score -2605988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2605980.750000 Penalty: 4959.921875
	Iteration 64Q: 3 clusters Score -2605981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2605991.250000 Penalty: 4959.921875
	Iteration 65Q: 3 clusters Score -2605991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2606004.000000 Penalty: 4959.921875
	Iteration 66Q: 3 clusters Score -2606004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2606008.500000 Penalty: 4959.921875
	Iteration 67Q: 3 clusters Score -2606008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2606019.500000 Penalty: 4959.921875
	Iteration 68Q: 3 clusters Score -2606020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2606016.250000 Penalty: 4959.921875
	Iteration 69Q: 3 clusters Score -2606016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2606029.000000 Penalty: 4959.921875
	Iteration 70Q: 3 clusters Score -2606029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2606027.750000 Penalty: 4959.921875
	Iteration 71Q: 3 clusters Score -2606028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2606036.000000 Penalty: 4959.921875
	Iteration 72Q: 3 clusters Score -2606036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2606036.500000 Penalty: 4959.921875
	Iteration 73Q: 3 clusters Score -2606036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2606045.750000 Penalty: 4959.921875
	Iteration 74Q: 3 clusters Score -2606046 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2606052.500000 Penalty: 4959.921875
	Iteration 75Q: 3 clusters Score -2606052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2606047.250000 Penalty: 4959.921875
	Iteration 76Q: 3 clusters Score -2606047 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2606063 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2606068 nChanged 33
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2606077 nChanged 35
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Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -2606083.000000 Penalty: 4959.921875
	Iteration 80F: 3 clusters Score -2606083 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2606085 nChanged 27
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2606086.250000 Penalty: 4959.921875
	Iteration 82Q: 3 clusters Score -2606086 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2606099 nChanged 23
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Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2606102 nChanged 16
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Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2606105 nChanged 17
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Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2606110.250000 Penalty: 4959.921875
	Iteration 86Q: 3 clusters Score -2606110 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2606109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2606113.000000 Penalty: 4959.921875
	Iteration 88Q: 3 clusters Score -2606113 nChanged 7
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Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2606118.750000 Penalty: 4959.921875
	Iteration 89Q: 3 clusters Score -2606119 nChanged 7
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Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2606118 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2606117 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2606114 nChanged 6
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Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2606115 nChanged 7
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Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2606116 nChanged 10
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Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2606115 nChanged 10
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Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2606117 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2606128.000000 Penalty: 4959.921875
	Iteration 97Q: 3 clusters Score -2606128 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2606123.000000 Penalty: 4959.921875
	Iteration 98Q: 3 clusters Score -2606123 nChanged 12
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Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2606123 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2606129.750000 Penalty: 4959.921875
	Iteration 100F: 3 clusters Score -2606130 nChanged 12
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Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2606130 nChanged 12
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Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2606130 nChanged 10
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Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2606132 nChanged 8
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Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2606128 nChanged 8
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2606133 nChanged 10
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Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2606134 nChanged 11
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Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2606140.750000 Penalty: 4959.921875
	Iteration 107Q: 3 clusters Score -2606141 nChanged 12
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Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2606144.250000 Penalty: 4959.921875
	Iteration 108Q: 3 clusters Score -2606144 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2606146 nChanged 10
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Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2606148.000000 Penalty: 4959.921875
	Iteration 110Q: 3 clusters Score -2606148 nChanged 11
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Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2606145 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2606154.250000 Penalty: 4959.921875
	Iteration 112Q: 3 clusters Score -2606154 nChanged 17
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Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2606154 nChanged 20
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Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2606161.500000 Penalty: 4959.921875
	Iteration 114Q: 3 clusters Score -2606162 nChanged 21
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Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2606166 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2606169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2606179.000000 Penalty: 4959.921875
	Iteration 117Q: 3 clusters Score -2606179 nChanged 24
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Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2606186.250000 Penalty: 4959.921875
	Iteration 118Q: 3 clusters Score -2606186 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2606197.250000 Penalty: 4959.921875
	Iteration 119Q: 3 clusters Score -2606197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2606206.250000 Penalty: 4959.921875
	Iteration 120F: 3 clusters Score -2606206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2606212.750000 Penalty: 4959.921875
	Iteration 121Q: 3 clusters Score -2606213 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2606215 nChanged 21
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Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2606212 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2606219 nChanged 17
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Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2606228.500000 Penalty: 4959.921875
	Iteration 125Q: 3 clusters Score -2606228 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2606235.500000 Penalty: 4959.921875
	Iteration 126Q: 3 clusters Score -2606236 nChanged 31
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Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2606244.000000 Penalty: 4959.921875
	Iteration 127Q: 3 clusters Score -2606244 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2606257.250000 Penalty: 4959.921875
	Iteration 128Q: 3 clusters Score -2606257 nChanged 36
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Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2606271.250000 Penalty: 4959.921875
	Iteration 129Q: 3 clusters Score -2606271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2606284.750000 Penalty: 4959.921875
	Iteration 130Q: 3 clusters Score -2606285 nChanged 27
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Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2606291.750000 Penalty: 4959.921875
	Iteration 131Q: 3 clusters Score -2606292 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2606305.000000 Penalty: 4959.921875
	Iteration 132Q: 3 clusters Score -2606305 nChanged 31
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Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2606313.250000 Penalty: 4959.921875
	Iteration 133Q: 3 clusters Score -2606313 nChanged 33
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Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2606329.750000 Penalty: 4959.921875
	Iteration 134Q: 3 clusters Score -2606330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2606342.250000 Penalty: 4959.921875
	Iteration 135Q: 3 clusters Score -2606342 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2606353.000000 Penalty: 4959.921875
	Iteration 136Q: 3 clusters Score -2606353 nChanged 37
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Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20283 members 
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Score: -2606363.000000 Penalty: 4959.921875
	Iteration 137Q: 3 clusters Score -2606363 nChanged 31
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Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20310 members 
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Score: -2606374.000000 Penalty: 4959.921875
	Iteration 138Q: 3 clusters Score -2606374 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2606383.000000 Penalty: 4959.921875
	Iteration 139Q: 3 clusters Score -2606383 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2606391.500000 Penalty: 4959.921875
	Iteration 140F: 3 clusters Score -2606392 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1636 members 
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Entering Unmasked Estep 
Score: -2606402.500000 Penalty: 4959.921875
	Iteration 141Q: 3 clusters Score -2606402 nChanged 24
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Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20407 members 
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Score: -2606406.000000 Penalty: 4959.921875
	Iteration 142Q: 3 clusters Score -2606406 nChanged 27
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Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20426 members 
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Score: -2606415.000000 Penalty: 4959.921875
	Iteration 143Q: 3 clusters Score -2606415 nChanged 17
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Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20437 members 
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Score: -2606419.750000 Penalty: 4959.921875
	Iteration 144Q: 3 clusters Score -2606420 nChanged 12
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Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20449 members 
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	Iteration 145Q: 3 clusters Score -2606420 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2606418.750000 Penalty: 4959.921875
	Iteration 146Q: 3 clusters Score -2606419 nChanged 4
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Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2606423.000000 Penalty: 4959.921875
	Iteration 147Q: 3 clusters Score -2606423 nChanged 6
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Mstep: Class 1 contains 1559 members 
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Entering Unmasked Estep 
Score: -2606426.500000 Penalty: 4959.921875
	Iteration 148Q: 3 clusters Score -2606426 nChanged 6
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Mstep: Class 2 contains 20470 members 
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Score: -2606425.000000 Penalty: 4959.921875
	Iteration 149Q: 3 clusters Score -2606425 nChanged 7
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Mstep: Class 1 contains 1546 members 
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	Iteration 150Q: 3 clusters Score -2606426 nChanged 5
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Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 20480 members 
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	Iteration 151Q: 3 clusters Score -2606427 nChanged 2
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Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20482 members 
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	Iteration 152Q: 3 clusters Score -2606427 nChanged 5
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Mstep: Class 1 contains 1538 members 
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Score: -2606424.750000 Penalty: 4959.921875
	Iteration 153Q: 3 clusters Score -2606425 nChanged 6
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Score: -2606429.500000 Penalty: 4959.921875
	Iteration 154Q: 3 clusters Score -2606430 nChanged 1
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Score: -2606428.500000 Penalty: 4959.921875
	Iteration 155Q: 3 clusters Score -2606428 nChanged 2
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	Iteration 156Q: 3 clusters Score -2606427 nChanged 2
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Mstep: Class 1 contains 1527 members 
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	Iteration 157Q: 3 clusters Score -2606426 nChanged 3
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Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2606432.000000 Penalty: 4959.921875
	Iteration 158Q: 3 clusters Score -2606432 nChanged 7
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Entering Unmasked Estep 
Score: -2606433.750000 Penalty: 4959.921875
	Iteration 159Q: 3 clusters Score -2606434 nChanged 7
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Mstep: Class 1 contains 1512 members 
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Entering Unmasked Estep 
Score: -2606433.750000 Penalty: 4959.921875
	Iteration 160F: 3 clusters Score -2606434 nChanged 6
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Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2606438.000000 Penalty: 4959.921875
	Iteration 161Q: 3 clusters Score -2606438 nChanged 10
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Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2606439.750000 Penalty: 4959.921875
	Iteration 162Q: 3 clusters Score -2606440 nChanged 6
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Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2606442.000000 Penalty: 4959.921875
	Iteration 163Q: 3 clusters Score -2606442 nChanged 6
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Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2606442 nChanged 8
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Mstep: Class 1 contains 1476 members 
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Entering Unmasked Estep 
Score: -2606447.750000 Penalty: 4959.921875
	Iteration 165Q: 3 clusters Score -2606448 nChanged 6
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Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2606445.000000 Penalty: 4959.921875
	Iteration 166Q: 3 clusters Score -2606445 nChanged 3
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Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20552 members 
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	Iteration 167Q: 3 clusters Score -2606446 nChanged 3
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Mstep: Class 1 contains 1468 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2606448 nChanged 7
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Entering Unmasked Estep 
Score: -2606454.000000 Penalty: 4959.921875
	Iteration 169Q: 3 clusters Score -2606454 nChanged 8
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Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2606451.500000 Penalty: 4959.921875
	Iteration 170Q: 3 clusters Score -2606452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2606456.250000 Penalty: 4959.921875
	Iteration 171Q: 3 clusters Score -2606456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2606459.000000 Penalty: 4959.921875
	Iteration 172Q: 3 clusters Score -2606459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2606459.750000 Penalty: 4959.921875
	Iteration 173Q: 3 clusters Score -2606460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2606462.250000 Penalty: 4959.921875
	Iteration 174Q: 3 clusters Score -2606462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2606467.000000 Penalty: 4959.921875
	Iteration 175Q: 3 clusters Score -2606467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2606466.500000 Penalty: 4959.921875
	Iteration 176Q: 3 clusters Score -2606466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2606469.250000 Penalty: 4959.921875
	Iteration 177Q: 3 clusters Score -2606469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2606467.000000 Penalty: 4959.921875
	Iteration 178Q: 3 clusters Score -2606467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2606467.500000 Penalty: 4959.921875
	Iteration 179Q: 3 clusters Score -2606468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2606468.500000 Penalty: 4959.921875
	Iteration 180F: 3 clusters Score -2606468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2606470.000000 Penalty: 4959.921875
	Iteration 181Q: 3 clusters Score -2606470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2606470.000000 Penalty: 4959.921875
	Iteration 182F: 3 clusters Score -2606470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66419.046875 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66419.05 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66953.460938 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66953.46 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67200.609375 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -67200.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67367.273438 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -67367.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -67467.718750 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -67467.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67521.031250 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67521.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -67541.867188 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67541.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67575.820312 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67575.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -67616.875000 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67616.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -67666.539062 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67666.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67703.773438 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67703.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -67718.585938 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67718.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67736.171875 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -67736.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67747.304688 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -67747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -67755.929688 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -67755.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -67759.335938 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -67759.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -67759.335938 Penalty: 3246.493408
	Iteration 16F: 3 clusters Score -67759.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Entering Unmasked Estep 
Score: -16990250.000000 Penalty: 2945.828125
	Iteration 0F: 2 clusters Score -1.699025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -16893864.000000 Penalty: 5891.656250
	Iteration 0F: 3 clusters Score -1.689386e+07 nChanged 68790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -16934278.000000 Penalty: 5891.656250
	Iteration 1F: 3 clusters Score -1.693428e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 63487 members 
Entering Unmasked Estep 
Score: -16936588.000000 Penalty: 5891.656250
	Iteration 2Q: 3 clusters Score -1.693659e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -16940426.000000 Penalty: 5891.656250
	Iteration 3F: 3 clusters Score -1.694043e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93829 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -16946330.000000 Penalty: 5891.656250
	Iteration 4F: 3 clusters Score -1.694633e+07 nChanged 11114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103051 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -16954298.000000 Penalty: 5891.656250
	Iteration 5F: 3 clusters Score -1.69543e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112546 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -16962706.000000 Penalty: 5891.656250
	Iteration 6F: 3 clusters Score -1.696271e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -16970490.000000 Penalty: 5891.656250
	Iteration 7F: 3 clusters Score -1.697049e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128227 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -16976816.000000 Penalty: 5891.656250
	Iteration 8F: 3 clusters Score -1.697682e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133166 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -16981098.000000 Penalty: 5891.656250
	Iteration 9Q: 3 clusters Score -1.69811e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136367 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -16983772.000000 Penalty: 5891.656250
	Iteration 10Q: 3 clusters Score -1.698377e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138372 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -16985248.000000 Penalty: 5891.656250
	Iteration 11Q: 3 clusters Score -1.698525e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139667 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -16986098.000000 Penalty: 5891.656250
	Iteration 12Q: 3 clusters Score -1.69861e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140574 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -16986606.000000 Penalty: 5891.656250
	Iteration 13Q: 3 clusters Score -1.698661e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -16986950.000000 Penalty: 5891.656250
	Iteration 14Q: 3 clusters Score -1.698695e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -16987214.000000 Penalty: 5891.656250
	Iteration 15Q: 3 clusters Score -1.698721e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141945 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -16987342.000000 Penalty: 5891.656250
	Iteration 16Q: 3 clusters Score -1.698734e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142178 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -16987478.000000 Penalty: 5891.656250
	Iteration 17Q: 3 clusters Score -1.698748e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142361 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -16987590.000000 Penalty: 5891.656250
	Iteration 18Q: 3 clusters Score -1.698759e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -16987664.000000 Penalty: 5891.656250
	Iteration 19Q: 3 clusters Score -1.698766e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142629 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -16987700.000000 Penalty: 5891.656250
	Iteration 20F: 3 clusters Score -1.69877e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142709 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -16987704.000000 Penalty: 5891.656250
	Iteration 21Q: 3 clusters Score -1.69877e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142781 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16987754.000000 Penalty: 5891.656250
	Iteration 22Q: 3 clusters Score -1.698775e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142838 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -16987794.000000 Penalty: 5891.656250
	Iteration 23Q: 3 clusters Score -1.698779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142897 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -16987830.000000 Penalty: 5891.656250
	Iteration 24Q: 3 clusters Score -1.698783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142936 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -16987820.000000 Penalty: 5891.656250
	Iteration 25Q: 3 clusters Score -1.698782e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142970 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16987860.000000 Penalty: 5891.656250
	Iteration 26Q: 3 clusters Score -1.698786e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143008 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -16987862.000000 Penalty: 5891.656250
	Iteration 27Q: 3 clusters Score -1.698786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -16987860.000000 Penalty: 5891.656250
	Iteration 28Q: 3 clusters Score -1.698786e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143063 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -16987866.000000 Penalty: 5891.656250
	Iteration 29Q: 3 clusters Score -1.698787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143077 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -16987876.000000 Penalty: 5891.656250
	Iteration 30Q: 3 clusters Score -1.698788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16987890.000000 Penalty: 5891.656250
	Iteration 31Q: 3 clusters Score -1.698789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143105 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -16987904.000000 Penalty: 5891.656250
	Iteration 32Q: 3 clusters Score -1.69879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143116 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -16987908.000000 Penalty: 5891.656250
	Iteration 33Q: 3 clusters Score -1.698791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143129 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -16987900.000000 Penalty: 5891.656250
	Iteration 34Q: 3 clusters Score -1.69879e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -16987916.000000 Penalty: 5891.656250
	Iteration 35Q: 3 clusters Score -1.698792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16987904.000000 Penalty: 5891.656250
	Iteration 36Q: 3 clusters Score -1.69879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -16987896.000000 Penalty: 5891.656250
	Iteration 37Q: 3 clusters Score -1.69879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16987900.000000 Penalty: 5891.656250
	Iteration 38Q: 3 clusters Score -1.69879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143167 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16987908.000000 Penalty: 5891.656250
	Iteration 39Q: 3 clusters Score -1.698791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143181 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -16987914.000000 Penalty: 5891.656250
	Iteration 40F: 3 clusters Score -1.698791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -16987906.000000 Penalty: 5891.656250
	Iteration 41Q: 3 clusters Score -1.698791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143211 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -16987928.000000 Penalty: 5891.656250
	Iteration 42Q: 3 clusters Score -1.698793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -16987946.000000 Penalty: 5891.656250
	Iteration 43Q: 3 clusters Score -1.698795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16987954.000000 Penalty: 5891.656250
	Iteration 44Q: 3 clusters Score -1.698795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -16987954.000000 Penalty: 5891.656250
	Iteration 45Q: 3 clusters Score -1.698795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -16987962.000000 Penalty: 5891.656250
	Iteration 46Q: 3 clusters Score -1.698796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143262 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16987950.000000 Penalty: 5891.656250
	Iteration 47Q: 3 clusters Score -1.698795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -16987948.000000 Penalty: 5891.656250
	Iteration 48Q: 3 clusters Score -1.698795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16987954.000000 Penalty: 5891.656250
	Iteration 49Q: 3 clusters Score -1.698795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143286 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -16987966.000000 Penalty: 5891.656250
	Iteration 50Q: 3 clusters Score -1.698797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143291 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16987972.000000 Penalty: 5891.656250
	Iteration 51Q: 3 clusters Score -1.698797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143305 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16987990.000000 Penalty: 5891.656250
	Iteration 52Q: 3 clusters Score -1.698799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143308 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16987994.000000 Penalty: 5891.656250
	Iteration 53Q: 3 clusters Score -1.698799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143308 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -16987994.000000 Penalty: 5891.656250
	Iteration 54Q: 3 clusters Score -1.698799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143310 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16987986.000000 Penalty: 5891.656250
	Iteration 55Q: 3 clusters Score -1.698799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143310 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16987998.000000 Penalty: 5891.656250
	Iteration 56Q: 3 clusters Score -1.6988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143312 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16987998.000000 Penalty: 5891.656250
	Iteration 57Q: 3 clusters Score -1.6988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143316 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16987998.000000 Penalty: 5891.656250
	Iteration 58Q: 3 clusters Score -1.6988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143318 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -16987990.000000 Penalty: 5891.656250
	Iteration 59Q: 3 clusters Score -1.698799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143319 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16987994.000000 Penalty: 5891.656250
	Iteration 60F: 3 clusters Score -1.698799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16987996.000000 Penalty: 5891.656250
	Iteration 61Q: 3 clusters Score -1.6988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16988002.000000 Penalty: 5891.656250
	Iteration 62Q: 3 clusters Score -1.6988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143322 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16988002.000000 Penalty: 5891.656250
	Iteration 63F: 3 clusters Score -1.6988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Entering Unmasked Estep 
Score: -2763395.750000 Penalty: 2501.961670
	Iteration 0F: 2 clusters Score -2763396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2746728.500000 Penalty: 5003.923340
	Iteration 0F: 3 clusters Score -2746728 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2752467.500000 Penalty: 5003.923340
	Iteration 1F: 3 clusters Score -2752468 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2752939.250000 Penalty: 5003.923340
	Iteration 2F: 3 clusters Score -2752939 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2753371.500000 Penalty: 5003.923340
	Iteration 3Q: 3 clusters Score -2753372 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2753795.000000 Penalty: 5003.923340
	Iteration 4Q: 3 clusters Score -2753795 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2754277.250000 Penalty: 5003.923340
	Iteration 5Q: 3 clusters Score -2754277 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2754986.000000 Penalty: 5003.923340
	Iteration 6F: 3 clusters Score -2754986 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2755958.000000 Penalty: 5003.923340
	Iteration 7F: 3 clusters Score -2755958 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2757183.000000 Penalty: 5003.923340
	Iteration 8F: 3 clusters Score -2757183 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2758507.250000 Penalty: 5003.923340
	Iteration 9F: 3 clusters Score -2758507 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2759591.750000 Penalty: 5003.923340
	Iteration 10F: 3 clusters Score -2759592 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2760350.000000 Penalty: 5003.923340
	Iteration 11Q: 3 clusters Score -2760350 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2760780.250000 Penalty: 5003.923340
	Iteration 12Q: 3 clusters Score -2760780 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2760965.500000 Penalty: 5003.923340
	Iteration 13Q: 3 clusters Score -2760966 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2761073.500000 Penalty: 5003.923340
	Iteration 14Q: 3 clusters Score -2761074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2761137.000000 Penalty: 5003.923340
	Iteration 15Q: 3 clusters Score -2761137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2761186.500000 Penalty: 5003.923340
	Iteration 16Q: 3 clusters Score -2761186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2761237.250000 Penalty: 5003.923340
	Iteration 17Q: 3 clusters Score -2761237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2761267.500000 Penalty: 5003.923340
	Iteration 18Q: 3 clusters Score -2761268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2761278.250000 Penalty: 5003.923340
	Iteration 19Q: 3 clusters Score -2761278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2761290.500000 Penalty: 5003.923340
	Iteration 20F: 3 clusters Score -2761290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2761299.000000 Penalty: 5003.923340
	Iteration 21Q: 3 clusters Score -2761299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2761311.250000 Penalty: 5003.923340
	Iteration 22Q: 3 clusters Score -2761311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2761319.750000 Penalty: 5003.923340
	Iteration 23Q: 3 clusters Score -2761320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2761321.750000 Penalty: 5003.923340
	Iteration 24Q: 3 clusters Score -2761322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2761319.500000 Penalty: 5003.923340
	Iteration 25Q: 3 clusters Score -2761320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2761320.750000 Penalty: 5003.923340
	Iteration 26Q: 3 clusters Score -2761321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2761321.750000 Penalty: 5003.923340
	Iteration 27Q: 3 clusters Score -2761322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2761321.750000 Penalty: 5003.923340
	Iteration 28F: 3 clusters Score -2761322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Entering Unmasked Estep 
Score: -13475733.000000 Penalty: 2895.739746
	Iteration 0F: 2 clusters Score -1.347573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -13396551.000000 Penalty: 5791.479492
	Iteration 0F: 3 clusters Score -1.339655e+07 nChanged 55962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -13428767.000000 Penalty: 5791.479492
	Iteration 1F: 3 clusters Score -1.342877e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62463 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -13429719.000000 Penalty: 5791.479492
	Iteration 2Q: 3 clusters Score -1.342972e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64448 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -13430882.000000 Penalty: 5791.479492
	Iteration 3Q: 3 clusters Score -1.343088e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -13432352.000000 Penalty: 5791.479492
	Iteration 4Q: 3 clusters Score -1.343235e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -13434400.000000 Penalty: 5791.479492
	Iteration 5Q: 3 clusters Score -1.34344e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -13437968.000000 Penalty: 5791.479492
	Iteration 6F: 3 clusters Score -1.343797e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -13444044.000000 Penalty: 5791.479492
	Iteration 7F: 3 clusters Score -1.344404e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95189 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -13451965.000000 Penalty: 5791.479492
	Iteration 8F: 3 clusters Score -1.345196e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104411 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -13460536.000000 Penalty: 5791.479492
	Iteration 9F: 3 clusters Score -1.346054e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -13467275.000000 Penalty: 5791.479492
	Iteration 10F: 3 clusters Score -1.346728e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -13470984.000000 Penalty: 5791.479492
	Iteration 11Q: 3 clusters Score -1.347098e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -13472340.000000 Penalty: 5791.479492
	Iteration 12Q: 3 clusters Score -1.347234e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117310 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13472780.000000 Penalty: 5791.479492
	Iteration 13Q: 3 clusters Score -1.347278e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117463 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -13473010.000000 Penalty: 5791.479492
	Iteration 14Q: 3 clusters Score -1.347301e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117505 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -13473090.000000 Penalty: 5791.479492
	Iteration 15Q: 3 clusters Score -1.347309e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13473125.000000 Penalty: 5791.479492
	Iteration 16Q: 3 clusters Score -1.347312e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -13473150.000000 Penalty: 5791.479492
	Iteration 17Q: 3 clusters Score -1.347315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117532 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13473187.000000 Penalty: 5791.479492
	Iteration 18Q: 3 clusters Score -1.347319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -13473187.000000 Penalty: 5791.479492
	Iteration 19Q: 3 clusters Score -1.347319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117538 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -13473202.000000 Penalty: 5791.479492
	Iteration 20F: 3 clusters Score -1.34732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117540 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13473196.000000 Penalty: 5791.479492
	Iteration 21Q: 3 clusters Score -1.34732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117541 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -13473207.000000 Penalty: 5791.479492
	Iteration 22Q: 3 clusters Score -1.347321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117544 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13473199.000000 Penalty: 5791.479492
	Iteration 23Q: 3 clusters Score -1.34732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13473203.000000 Penalty: 5791.479492
	Iteration 24Q: 3 clusters Score -1.34732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13473209.000000 Penalty: 5791.479492
	Iteration 25Q: 3 clusters Score -1.347321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117548 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -13473209.000000 Penalty: 5791.479492
	Iteration 26F: 3 clusters Score -1.347321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Entering Unmasked Estep 
Score: -2529235.000000 Penalty: 2479.949707
	Iteration 0F: 2 clusters Score -2529235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2513840.000000 Penalty: 4959.899414
	Iteration 0F: 3 clusters Score -2513840 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2519131.250000 Penalty: 4959.899414
	Iteration 1F: 3 clusters Score -2519131 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2519570.500000 Penalty: 4959.899414
	Iteration 2F: 3 clusters Score -2519570 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2519990.000000 Penalty: 4959.899414
	Iteration 3Q: 3 clusters Score -2519990 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2520390.000000 Penalty: 4959.899414
	Iteration 4Q: 3 clusters Score -2520390 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2520848.250000 Penalty: 4959.899414
	Iteration 5Q: 3 clusters Score -2520848 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2521378.250000 Penalty: 4959.899414
	Iteration 6Q: 3 clusters Score -2521378 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2521974.500000 Penalty: 4959.899414
	Iteration 7F: 3 clusters Score -2521974 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2522544.500000 Penalty: 4959.899414
	Iteration 8F: 3 clusters Score -2522544 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2523146.000000 Penalty: 4959.899414
	Iteration 9Q: 3 clusters Score -2523146 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2523767.000000 Penalty: 4959.899414
	Iteration 10Q: 3 clusters Score -2523767 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2524368.500000 Penalty: 4959.899414
	Iteration 11Q: 3 clusters Score -2524368 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2524931.000000 Penalty: 4959.899414
	Iteration 12Q: 3 clusters Score -2524931 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2525400.000000 Penalty: 4959.899414
	Iteration 13Q: 3 clusters Score -2525400 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2525792.000000 Penalty: 4959.899414
	Iteration 14Q: 3 clusters Score -2525792 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2526086.250000 Penalty: 4959.899414
	Iteration 15Q: 3 clusters Score -2526086 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2526295.000000 Penalty: 4959.899414
	Iteration 16Q: 3 clusters Score -2526295 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2526488.750000 Penalty: 4959.899414
	Iteration 17Q: 3 clusters Score -2526489 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2526640.750000 Penalty: 4959.899414
	Iteration 18Q: 3 clusters Score -2526641 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2526722.500000 Penalty: 4959.899414
	Iteration 19Q: 3 clusters Score -2526722 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2526810.000000 Penalty: 4959.899414
	Iteration 20F: 3 clusters Score -2526810 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2526883.750000 Penalty: 4959.899414
	Iteration 21Q: 3 clusters Score -2526884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2526944.000000 Penalty: 4959.899414
	Iteration 22Q: 3 clusters Score -2526944 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2526981.750000 Penalty: 4959.899414
	Iteration 23Q: 3 clusters Score -2526982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2527020.250000 Penalty: 4959.899414
	Iteration 24Q: 3 clusters Score -2527020 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2527051.250000 Penalty: 4959.899414
	Iteration 25Q: 3 clusters Score -2527051 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2527081.000000 Penalty: 4959.899414
	Iteration 26Q: 3 clusters Score -2527081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2527103.500000 Penalty: 4959.899414
	Iteration 27Q: 3 clusters Score -2527104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2527125.500000 Penalty: 4959.899414
	Iteration 28Q: 3 clusters Score -2527126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2527130.500000 Penalty: 4959.899414
	Iteration 29Q: 3 clusters Score -2527130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2527138.250000 Penalty: 4959.899414
	Iteration 30Q: 3 clusters Score -2527138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2527156.750000 Penalty: 4959.899414
	Iteration 31Q: 3 clusters Score -2527157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2527173.000000 Penalty: 4959.899414
	Iteration 32Q: 3 clusters Score -2527173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2527176.000000 Penalty: 4959.899414
	Iteration 33Q: 3 clusters Score -2527176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2527182.250000 Penalty: 4959.899414
	Iteration 34Q: 3 clusters Score -2527182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2527185.250000 Penalty: 4959.899414
	Iteration 35Q: 3 clusters Score -2527185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2527187.250000 Penalty: 4959.899414
	Iteration 36Q: 3 clusters Score -2527187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2527186.500000 Penalty: 4959.899414
	Iteration 37Q: 3 clusters Score -2527186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2527194.000000 Penalty: 4959.899414
	Iteration 38Q: 3 clusters Score -2527194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2527198.250000 Penalty: 4959.899414
	Iteration 39Q: 3 clusters Score -2527198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2527196.000000 Penalty: 4959.899414
	Iteration 40F: 3 clusters Score -2527196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2527198.000000 Penalty: 4959.899414
	Iteration 41Q: 3 clusters Score -2527198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2527202.000000 Penalty: 4959.899414
	Iteration 42Q: 3 clusters Score -2527202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2527209.000000 Penalty: 4959.899414
	Iteration 43Q: 3 clusters Score -2527209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2527215.250000 Penalty: 4959.899414
	Iteration 44Q: 3 clusters Score -2527215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2527215.750000 Penalty: 4959.899414
	Iteration 45Q: 3 clusters Score -2527216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2527216.750000 Penalty: 4959.899414
	Iteration 46Q: 3 clusters Score -2527217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2527218.750000 Penalty: 4959.899414
	Iteration 47Q: 3 clusters Score -2527219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2527219.500000 Penalty: 4959.899414
	Iteration 48Q: 3 clusters Score -2527220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2527218.250000 Penalty: 4959.899414
	Iteration 49Q: 3 clusters Score -2527218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2527217.000000 Penalty: 4959.899414
	Iteration 50Q: 3 clusters Score -2527217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2527214.500000 Penalty: 4959.899414
	Iteration 51Q: 3 clusters Score -2527214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2527215.750000 Penalty: 4959.899414
	Iteration 52Q: 3 clusters Score -2527216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2527216.750000 Penalty: 4959.899414
	Iteration 53Q: 3 clusters Score -2527217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2527216.000000 Penalty: 4959.899414
	Iteration 54Q: 3 clusters Score -2527216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2527217.500000 Penalty: 4959.899414
	Iteration 55Q: 3 clusters Score -2527218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2527217.250000 Penalty: 4959.899414
	Iteration 56Q: 3 clusters Score -2527217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2527217.750000 Penalty: 4959.899414
	Iteration 57Q: 3 clusters Score -2527218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2527216.000000 Penalty: 4959.899414
	Iteration 58Q: 3 clusters Score -2527216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2527216.000000 Penalty: 4959.899414
	Iteration 59F: 3 clusters Score -2527216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Entering Unmasked Estep 
Score: -1708316.250000 Penalty: 2374.802490
	Iteration 0F: 2 clusters Score -1708316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1697924.250000 Penalty: 4749.604980
	Iteration 0F: 3 clusters Score -1697924 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1701213.750000 Penalty: 4749.604980
	Iteration 1F: 3 clusters Score -1701214 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1701574.250000 Penalty: 4749.604980
	Iteration 2F: 3 clusters Score -1701574 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1701884.875000 Penalty: 4749.604980
	Iteration 3Q: 3 clusters Score -1701885 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1702179.375000 Penalty: 4749.604980
	Iteration 4Q: 3 clusters Score -1702179 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1702560.125000 Penalty: 4749.604980
	Iteration 5Q: 3 clusters Score -1702560 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1703048.375000 Penalty: 4749.604980
	Iteration 6F: 3 clusters Score -1703048 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1703654.875000 Penalty: 4749.604980
	Iteration 7F: 3 clusters Score -1703655 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1704303.625000 Penalty: 4749.604980
	Iteration 8F: 3 clusters Score -1704304 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1704850.750000 Penalty: 4749.604980
	Iteration 9F: 3 clusters Score -1704851 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1705257.375000 Penalty: 4749.604980
	Iteration 10Q: 3 clusters Score -1705257 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1705587.000000 Penalty: 4749.604980
	Iteration 11Q: 3 clusters Score -1705587 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1705771.625000 Penalty: 4749.604980
	Iteration 12Q: 3 clusters Score -1705772 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1705917.875000 Penalty: 4749.604980
	Iteration 13Q: 3 clusters Score -1705918 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1706020.000000 Penalty: 4749.604980
	Iteration 14Q: 3 clusters Score -1706020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1706085.500000 Penalty: 4749.604980
	Iteration 15Q: 3 clusters Score -1706086 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1706143.500000 Penalty: 4749.604980
	Iteration 16Q: 3 clusters Score -1706144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1706185.375000 Penalty: 4749.604980
	Iteration 17Q: 3 clusters Score -1706185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1706224.375000 Penalty: 4749.604980
	Iteration 18Q: 3 clusters Score -1706224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1706251.375000 Penalty: 4749.604980
	Iteration 19Q: 3 clusters Score -1706251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1706267.500000 Penalty: 4749.604980
	Iteration 20F: 3 clusters Score -1706268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1706268.375000 Penalty: 4749.604980
	Iteration 21Q: 3 clusters Score -1706268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1706272.625000 Penalty: 4749.604980
	Iteration 22Q: 3 clusters Score -1706273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1706276.750000 Penalty: 4749.604980
	Iteration 23Q: 3 clusters Score -1706277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1706280.875000 Penalty: 4749.604980
	Iteration 24Q: 3 clusters Score -1706281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1706281.500000 Penalty: 4749.604980
	Iteration 25Q: 3 clusters Score -1706282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1706284.125000 Penalty: 4749.604980
	Iteration 26Q: 3 clusters Score -1706284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1706288.375000 Penalty: 4749.604980
	Iteration 27Q: 3 clusters Score -1706288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1706291.250000 Penalty: 4749.604980
	Iteration 28Q: 3 clusters Score -1706291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1706296.000000 Penalty: 4749.604980
	Iteration 29Q: 3 clusters Score -1706296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1706299.375000 Penalty: 4749.604980
	Iteration 30Q: 3 clusters Score -1706299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1706302.375000 Penalty: 4749.604980
	Iteration 31Q: 3 clusters Score -1706302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1706306.875000 Penalty: 4749.604980
	Iteration 32Q: 3 clusters Score -1706307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1706309.250000 Penalty: 4749.604980
	Iteration 33Q: 3 clusters Score -1706309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1706308.500000 Penalty: 4749.604980
	Iteration 34Q: 3 clusters Score -1706308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1706308.500000 Penalty: 4749.604980
	Iteration 35F: 3 clusters Score -1706308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1019242.812500 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1019243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1012147.625000 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1012148 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1014116.625000 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1014117 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1014463.312500 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1014463 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1014841.625000 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1014842 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1015345.187500 Penalty: 4530.088867
	Iteration 4F: 3 clusters Score -1015345 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1015995.687500 Penalty: 4530.088867
	Iteration 5F: 3 clusters Score -1015996 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1016637.187500 Penalty: 4530.088867
	Iteration 6F: 3 clusters Score -1016637 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1017217.125000 Penalty: 4530.088867
	Iteration 7F: 3 clusters Score -1017217 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1017676.125000 Penalty: 4530.088867
	Iteration 8F: 3 clusters Score -1017676 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1018028.937500 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1018029 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1018228.187500 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1018228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1018340.375000 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1018340 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1018412.687500 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1018413 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1018458.250000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1018458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1018492.062500 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1018492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1018522.000000 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1018522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1018544.187500 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1018544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1018561.062500 Penalty: 4530.088867
	Iteration 17Q: 3 clusters Score -1018561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1018574.187500 Penalty: 4530.088867
	Iteration 18Q: 3 clusters Score -1018574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1018582.437500 Penalty: 4530.088867
	Iteration 19Q: 3 clusters Score -1018582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1018590.125000 Penalty: 4530.088867
	Iteration 20F: 3 clusters Score -1018590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1018591.250000 Penalty: 4530.088867
	Iteration 21Q: 3 clusters Score -1018591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1018595.250000 Penalty: 4530.088867
	Iteration 22Q: 3 clusters Score -1018595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1018597.562500 Penalty: 4530.088867
	Iteration 23Q: 3 clusters Score -1018598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1018599.812500 Penalty: 4530.088867
	Iteration 24Q: 3 clusters Score -1018600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1018603.312500 Penalty: 4530.088867
	Iteration 25Q: 3 clusters Score -1018603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1018605.750000 Penalty: 4530.088867
	Iteration 26Q: 3 clusters Score -1018606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1018609.500000 Penalty: 4530.088867
	Iteration 27Q: 3 clusters Score -1018610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1018611.562500 Penalty: 4530.088867
	Iteration 28Q: 3 clusters Score -1018612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1018613.375000 Penalty: 4530.088867
	Iteration 29Q: 3 clusters Score -1018613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1018616.562500 Penalty: 4530.088867
	Iteration 30Q: 3 clusters Score -1018617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1018617.812500 Penalty: 4530.088867
	Iteration 31Q: 3 clusters Score -1018618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1018617.812500 Penalty: 4530.088867
	Iteration 32F: 3 clusters Score -1018618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Entering Unmasked Estep 
Score: -868432.875000 Penalty: 2227.020264
	Iteration 0F: 2 clusters Score -868432.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -862125.437500 Penalty: 4454.040527
	Iteration 0F: 3 clusters Score -862125.4 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -863973.062500 Penalty: 4454.040527
	Iteration 1F: 3 clusters Score -863973.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -864330.250000 Penalty: 4454.040527
	Iteration 2F: 3 clusters Score -864330.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -864628.937500 Penalty: 4454.040527
	Iteration 3F: 3 clusters Score -864628.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -864892.937500 Penalty: 4454.040527
	Iteration 4F: 3 clusters Score -864892.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -865162.500000 Penalty: 4454.040527
	Iteration 5F: 3 clusters Score -865162.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -865405.687500 Penalty: 4454.040527
	Iteration 6Q: 3 clusters Score -865405.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -865617.875000 Penalty: 4454.040527
	Iteration 7Q: 3 clusters Score -865617.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -865805.937500 Penalty: 4454.040527
	Iteration 8Q: 3 clusters Score -865805.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -865964.437500 Penalty: 4454.040527
	Iteration 9Q: 3 clusters Score -865964.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -866101.000000 Penalty: 4454.040527
	Iteration 10Q: 3 clusters Score -866101 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -866245.062500 Penalty: 4454.040527
	Iteration 11Q: 3 clusters Score -866245.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -866387.250000 Penalty: 4454.040527
	Iteration 12Q: 3 clusters Score -866387.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -866558.937500 Penalty: 4454.040527
	Iteration 13Q: 3 clusters Score -866558.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -866737.125000 Penalty: 4454.040527
	Iteration 14Q: 3 clusters Score -866737.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -866894.312500 Penalty: 4454.040527
	Iteration 15Q: 3 clusters Score -866894.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -867070.875000 Penalty: 4454.040527
	Iteration 16Q: 3 clusters Score -867070.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -867199.250000 Penalty: 4454.040527
	Iteration 17Q: 3 clusters Score -867199.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -867283.125000 Penalty: 4454.040527
	Iteration 18Q: 3 clusters Score -867283.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -867354.875000 Penalty: 4454.040527
	Iteration 19Q: 3 clusters Score -867354.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -867403.625000 Penalty: 4454.040527
	Iteration 20F: 3 clusters Score -867403.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -867442.500000 Penalty: 4454.040527
	Iteration 21Q: 3 clusters Score -867442.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -867466.437500 Penalty: 4454.040527
	Iteration 22Q: 3 clusters Score -867466.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -867488.437500 Penalty: 4454.040527
	Iteration 23Q: 3 clusters Score -867488.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -867503.687500 Penalty: 4454.040527
	Iteration 24Q: 3 clusters Score -867503.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -867515.937500 Penalty: 4454.040527
	Iteration 25Q: 3 clusters Score -867515.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -867520.187500 Penalty: 4454.040527
	Iteration 26Q: 3 clusters Score -867520.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -867528.937500 Penalty: 4454.040527
	Iteration 27Q: 3 clusters Score -867528.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -867534.937500 Penalty: 4454.040527
	Iteration 28Q: 3 clusters Score -867534.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -867540.312500 Penalty: 4454.040527
	Iteration 29Q: 3 clusters Score -867540.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -867542.312500 Penalty: 4454.040527
	Iteration 30Q: 3 clusters Score -867542.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -867547.625000 Penalty: 4454.040527
	Iteration 31Q: 3 clusters Score -867547.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -867551.125000 Penalty: 4454.040527
	Iteration 32Q: 3 clusters Score -867551.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -867554.437500 Penalty: 4454.040527
	Iteration 33Q: 3 clusters Score -867554.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -867558.812500 Penalty: 4454.040527
	Iteration 34Q: 3 clusters Score -867558.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -867561.187500 Penalty: 4454.040527
	Iteration 35Q: 3 clusters Score -867561.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -867569.062500 Penalty: 4454.040527
	Iteration 36Q: 3 clusters Score -867569.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -867574.062500 Penalty: 4454.040527
	Iteration 37Q: 3 clusters Score -867574.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -867575.812500 Penalty: 4454.040527
	Iteration 38Q: 3 clusters Score -867575.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -867578.562500 Penalty: 4454.040527
	Iteration 39Q: 3 clusters Score -867578.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -867580.937500 Penalty: 4454.040527
	Iteration 40F: 3 clusters Score -867580.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -867583.312500 Penalty: 4454.040527
	Iteration 41Q: 3 clusters Score -867583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -867588.437500 Penalty: 4454.040527
	Iteration 42Q: 3 clusters Score -867588.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -867591.437500 Penalty: 4454.040527
	Iteration 43Q: 3 clusters Score -867591.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -867595.750000 Penalty: 4454.040527
	Iteration 44Q: 3 clusters Score -867595.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -867597.000000 Penalty: 4454.040527
	Iteration 45Q: 3 clusters Score -867597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -867601.750000 Penalty: 4454.040527
	Iteration 46Q: 3 clusters Score -867601.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -867606.625000 Penalty: 4454.040527
	Iteration 47Q: 3 clusters Score -867606.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -867612.062500 Penalty: 4454.040527
	Iteration 48Q: 3 clusters Score -867612.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -867612.812500 Penalty: 4454.040527
	Iteration 49Q: 3 clusters Score -867612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -867613.562500 Penalty: 4454.040527
	Iteration 50Q: 3 clusters Score -867613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -867613.875000 Penalty: 4454.040527
	Iteration 51Q: 3 clusters Score -867613.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -867614.062500 Penalty: 4454.040527
	Iteration 52Q: 3 clusters Score -867614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -867615.000000 Penalty: 4454.040527
	Iteration 53Q: 3 clusters Score -867615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -867615.375000 Penalty: 4454.040527
	Iteration 54Q: 3 clusters Score -867615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -867616.375000 Penalty: 4454.040527
	Iteration 55Q: 3 clusters Score -867616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -867617.500000 Penalty: 4454.040527
	Iteration 56Q: 3 clusters Score -867617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -867619.312500 Penalty: 4454.040527
	Iteration 57Q: 3 clusters Score -867619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -867619.937500 Penalty: 4454.040527
	Iteration 58Q: 3 clusters Score -867619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -867620.562500 Penalty: 4454.040527
	Iteration 59Q: 3 clusters Score -867620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -867620.062500 Penalty: 4454.040527
	Iteration 60F: 3 clusters Score -867620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168366 members 
Entering Unmasked Estep 
Score: -19468766.000000 Penalty: 2984.406006
	Iteration 0F: 2 clusters Score -1.946877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -19355516.000000 Penalty: 5968.812012
	Iteration 0F: 3 clusters Score -1.935552e+07 nChanged 80898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -19402952.000000 Penalty: 5968.812012
	Iteration 1F: 3 clusters Score -1.940295e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -19404486.000000 Penalty: 5968.812012
	Iteration 2Q: 3 clusters Score -1.940449e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -19406840.000000 Penalty: 5968.812012
	Iteration 3Q: 3 clusters Score -1.940684e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -19410958.000000 Penalty: 5968.812012
	Iteration 4F: 3 clusters Score -1.941096e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -19416842.000000 Penalty: 5968.812012
	Iteration 5F: 3 clusters Score -1.941684e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -19423692.000000 Penalty: 5968.812012
	Iteration 6F: 3 clusters Score -1.942369e+07 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -19430326.000000 Penalty: 5968.812012
	Iteration 7F: 3 clusters Score -1.943033e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -19436058.000000 Penalty: 5968.812012
	Iteration 8F: 3 clusters Score -1.943606e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 129242 members 
Entering Unmasked Estep 
Score: -19441378.000000 Penalty: 5968.812012
	Iteration 9F: 3 clusters Score -1.944138e+07 nChanged 7836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 136820 members 
Entering Unmasked Estep 
Score: -19446640.000000 Penalty: 5968.812012
	Iteration 10Q: 3 clusters Score -1.944664e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -19451470.000000 Penalty: 5968.812012
	Iteration 11Q: 3 clusters Score -1.945147e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 149939 members 
Entering Unmasked Estep 
Score: -19455824.000000 Penalty: 5968.812012
	Iteration 12Q: 3 clusters Score -1.945582e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 154696 members 
Entering Unmasked Estep 
Score: -19459512.000000 Penalty: 5968.812012
	Iteration 13Q: 3 clusters Score -1.945951e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -19462058.000000 Penalty: 5968.812012
	Iteration 14Q: 3 clusters Score -1.946206e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -19463468.000000 Penalty: 5968.812012
	Iteration 15Q: 3 clusters Score -1.946347e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 161808 members 
Entering Unmasked Estep 
Score: -19464498.000000 Penalty: 5968.812012
	Iteration 16Q: 3 clusters Score -1.94645e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -19465056.000000 Penalty: 5968.812012
	Iteration 17Q: 3 clusters Score -1.946506e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -19465492.000000 Penalty: 5968.812012
	Iteration 18Q: 3 clusters Score -1.946549e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 164069 members 
Entering Unmasked Estep 
Score: -19465680.000000 Penalty: 5968.812012
	Iteration 19Q: 3 clusters Score -1.946568e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 164479 members 
Entering Unmasked Estep 
Score: -19465796.000000 Penalty: 5968.812012
	Iteration 20F: 3 clusters Score -1.94658e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 164833 members 
Entering Unmasked Estep 
Score: -19466004.000000 Penalty: 5968.812012
	Iteration 21Q: 3 clusters Score -1.9466e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -19466132.000000 Penalty: 5968.812012
	Iteration 22Q: 3 clusters Score -1.946613e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 165444 members 
Entering Unmasked Estep 
Score: -19466198.000000 Penalty: 5968.812012
	Iteration 23Q: 3 clusters Score -1.94662e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -19466284.000000 Penalty: 5968.812012
	Iteration 24Q: 3 clusters Score -1.946628e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 165815 members 
Entering Unmasked Estep 
Score: -19466376.000000 Penalty: 5968.812012
	Iteration 25Q: 3 clusters Score -1.946638e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -19466372.000000 Penalty: 5968.812012
	Iteration 26Q: 3 clusters Score -1.946637e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 166029 members 
Entering Unmasked Estep 
Score: -19466416.000000 Penalty: 5968.812012
	Iteration 27Q: 3 clusters Score -1.946642e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 166099 members 
Entering Unmasked Estep 
Score: -19466436.000000 Penalty: 5968.812012
	Iteration 28Q: 3 clusters Score -1.946644e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 166164 members 
Entering Unmasked Estep 
Score: -19466448.000000 Penalty: 5968.812012
	Iteration 29Q: 3 clusters Score -1.946645e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 166203 members 
Entering Unmasked Estep 
Score: -19466462.000000 Penalty: 5968.812012
	Iteration 30Q: 3 clusters Score -1.946646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -19466470.000000 Penalty: 5968.812012
	Iteration 31Q: 3 clusters Score -1.946647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -19466484.000000 Penalty: 5968.812012
	Iteration 32Q: 3 clusters Score -1.946648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 166289 members 
Entering Unmasked Estep 
Score: -19466508.000000 Penalty: 5968.812012
	Iteration 33Q: 3 clusters Score -1.946651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 166319 members 
Entering Unmasked Estep 
Score: -19466502.000000 Penalty: 5968.812012
	Iteration 34Q: 3 clusters Score -1.94665e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -19466518.000000 Penalty: 5968.812012
	Iteration 35Q: 3 clusters Score -1.946652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -19466502.000000 Penalty: 5968.812012
	Iteration 36Q: 3 clusters Score -1.94665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -19466510.000000 Penalty: 5968.812012
	Iteration 37Q: 3 clusters Score -1.946651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -19466516.000000 Penalty: 5968.812012
	Iteration 38Q: 3 clusters Score -1.946652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 166445 members 
Entering Unmasked Estep 
Score: -19466510.000000 Penalty: 5968.812012
	Iteration 39Q: 3 clusters Score -1.946651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 166461 members 
Entering Unmasked Estep 
Score: -19466522.000000 Penalty: 5968.812012
	Iteration 40F: 3 clusters Score -1.946652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -19466526.000000 Penalty: 5968.812012
	Iteration 41Q: 3 clusters Score -1.946653e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -19466532.000000 Penalty: 5968.812012
	Iteration 42Q: 3 clusters Score -1.946653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 166493 members 
Entering Unmasked Estep 
Score: -19466548.000000 Penalty: 5968.812012
	Iteration 43Q: 3 clusters Score -1.946655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -19466526.000000 Penalty: 5968.812012
	Iteration 44Q: 3 clusters Score -1.946653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -19466526.000000 Penalty: 5968.812012
	Iteration 45Q: 3 clusters Score -1.946653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 166511 members 
Entering Unmasked Estep 
Score: -19466532.000000 Penalty: 5968.812012
	Iteration 46Q: 3 clusters Score -1.946653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 166516 members 
Entering Unmasked Estep 
Score: -19466546.000000 Penalty: 5968.812012
	Iteration 47Q: 3 clusters Score -1.946655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 166523 members 
Entering Unmasked Estep 
Score: -19466538.000000 Penalty: 5968.812012
	Iteration 48Q: 3 clusters Score -1.946654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 166529 members 
Entering Unmasked Estep 
Score: -19466550.000000 Penalty: 5968.812012
	Iteration 49Q: 3 clusters Score -1.946655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 166535 members 
Entering Unmasked Estep 
Score: -19466552.000000 Penalty: 5968.812012
	Iteration 50Q: 3 clusters Score -1.946655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 166542 members 
Entering Unmasked Estep 
Score: -19466558.000000 Penalty: 5968.812012
	Iteration 51Q: 3 clusters Score -1.946656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 166546 members 
Entering Unmasked Estep 
Score: -19466562.000000 Penalty: 5968.812012
	Iteration 52Q: 3 clusters Score -1.946656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -19466558.000000 Penalty: 5968.812012
	Iteration 53Q: 3 clusters Score -1.946656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -19466544.000000 Penalty: 5968.812012
	Iteration 54Q: 3 clusters Score -1.946654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -19466544.000000 Penalty: 5968.812012
	Iteration 55F: 3 clusters Score -1.946654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Entering Unmasked Estep 
Score: -1475980.750000 Penalty: 2356.875977
	Iteration 0F: 2 clusters Score -1475981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1466164.750000 Penalty: 4713.751953
	Iteration 0F: 3 clusters Score -1466165 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1469288.000000 Penalty: 4713.751953
	Iteration 1F: 3 clusters Score -1469288 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1469881.250000 Penalty: 4713.751953
	Iteration 2F: 3 clusters Score -1469881 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1470425.875000 Penalty: 4713.751953
	Iteration 3F: 3 clusters Score -1470426 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1470942.625000 Penalty: 4713.751953
	Iteration 4F: 3 clusters Score -1470943 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1471479.125000 Penalty: 4713.751953
	Iteration 5F: 3 clusters Score -1471479 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1471966.250000 Penalty: 4713.751953
	Iteration 6F: 3 clusters Score -1471966 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1472410.875000 Penalty: 4713.751953
	Iteration 7Q: 3 clusters Score -1472411 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1472795.125000 Penalty: 4713.751953
	Iteration 8Q: 3 clusters Score -1472795 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1473114.875000 Penalty: 4713.751953
	Iteration 9Q: 3 clusters Score -1473115 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1473329.750000 Penalty: 4713.751953
	Iteration 10Q: 3 clusters Score -1473330 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1473440.875000 Penalty: 4713.751953
	Iteration 11Q: 3 clusters Score -1473441 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1473498.500000 Penalty: 4713.751953
	Iteration 12Q: 3 clusters Score -1473498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1473552.625000 Penalty: 4713.751953
	Iteration 13Q: 3 clusters Score -1473553 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1473585.750000 Penalty: 4713.751953
	Iteration 14Q: 3 clusters Score -1473586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1473614.125000 Penalty: 4713.751953
	Iteration 15Q: 3 clusters Score -1473614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1473635.250000 Penalty: 4713.751953
	Iteration 16Q: 3 clusters Score -1473635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1473652.750000 Penalty: 4713.751953
	Iteration 17Q: 3 clusters Score -1473653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1473663.250000 Penalty: 4713.751953
	Iteration 18Q: 3 clusters Score -1473663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1473679.375000 Penalty: 4713.751953
	Iteration 19Q: 3 clusters Score -1473679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1473688.250000 Penalty: 4713.751953
	Iteration 20F: 3 clusters Score -1473688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1473697.125000 Penalty: 4713.751953
	Iteration 21Q: 3 clusters Score -1473697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1473702.250000 Penalty: 4713.751953
	Iteration 22Q: 3 clusters Score -1473702 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1473718.125000 Penalty: 4713.751953
	Iteration 23Q: 3 clusters Score -1473718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1473729.750000 Penalty: 4713.751953
	Iteration 24Q: 3 clusters Score -1473730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1473738.500000 Penalty: 4713.751953
	Iteration 25Q: 3 clusters Score -1473738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1473743.875000 Penalty: 4713.751953
	Iteration 26Q: 3 clusters Score -1473744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1473752.250000 Penalty: 4713.751953
	Iteration 27Q: 3 clusters Score -1473752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1473756.000000 Penalty: 4713.751953
	Iteration 28Q: 3 clusters Score -1473756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1473756.625000 Penalty: 4713.751953
	Iteration 29Q: 3 clusters Score -1473757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1473759.750000 Penalty: 4713.751953
	Iteration 30Q: 3 clusters Score -1473760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1473763.750000 Penalty: 4713.751953
	Iteration 31Q: 3 clusters Score -1473764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1473766.250000 Penalty: 4713.751953
	Iteration 32Q: 3 clusters Score -1473766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1473770.000000 Penalty: 4713.751953
	Iteration 33Q: 3 clusters Score -1473770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1473769.000000 Penalty: 4713.751953
	Iteration 34Q: 3 clusters Score -1473769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1473768.875000 Penalty: 4713.751953
	Iteration 35Q: 3 clusters Score -1473769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1473770.750000 Penalty: 4713.751953
	Iteration 36Q: 3 clusters Score -1473771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1473770.750000 Penalty: 4713.751953
	Iteration 37Q: 3 clusters Score -1473771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1473771.875000 Penalty: 4713.751953
	Iteration 38Q: 3 clusters Score -1473772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1473771.875000 Penalty: 4713.751953
	Iteration 39F: 3 clusters Score -1473772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Entering Unmasked Estep 
Score: -3891101.500000 Penalty: 2592.886230
	Iteration 0F: 2 clusters Score -3891102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3867462.750000 Penalty: 5185.772461
	Iteration 0F: 3 clusters Score -3867463 nChanged 15816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3876750.000000 Penalty: 5185.772461
	Iteration 1F: 3 clusters Score -3876750 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3878133.500000 Penalty: 5185.772461
	Iteration 2F: 3 clusters Score -3878134 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3879847.000000 Penalty: 5185.772461
	Iteration 3F: 3 clusters Score -3879847 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -3881498.000000 Penalty: 5185.772461
	Iteration 4F: 3 clusters Score -3881498 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3882805.750000 Penalty: 5185.772461
	Iteration 5F: 3 clusters Score -3882806 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3883812.250000 Penalty: 5185.772461
	Iteration 6F: 3 clusters Score -3883812 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3884587.500000 Penalty: 5185.772461
	Iteration 7Q: 3 clusters Score -3884588 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3885073.000000 Penalty: 5185.772461
	Iteration 8Q: 3 clusters Score -3885073 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3885352.500000 Penalty: 5185.772461
	Iteration 9Q: 3 clusters Score -3885352 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3885520.000000 Penalty: 5185.772461
	Iteration 10Q: 3 clusters Score -3885520 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -3885632.250000 Penalty: 5185.772461
	Iteration 11Q: 3 clusters Score -3885632 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3885706.000000 Penalty: 5185.772461
	Iteration 12Q: 3 clusters Score -3885706 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3885783.500000 Penalty: 5185.772461
	Iteration 13Q: 3 clusters Score -3885784 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3885841.750000 Penalty: 5185.772461
	Iteration 14Q: 3 clusters Score -3885842 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3885895.250000 Penalty: 5185.772461
	Iteration 15Q: 3 clusters Score -3885895 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3885960.750000 Penalty: 5185.772461
	Iteration 16Q: 3 clusters Score -3885961 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3886020.750000 Penalty: 5185.772461
	Iteration 17Q: 3 clusters Score -3886021 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3886070.250000 Penalty: 5185.772461
	Iteration 18Q: 3 clusters Score -3886070 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3886133.250000 Penalty: 5185.772461
	Iteration 19Q: 3 clusters Score -3886133 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3886198.750000 Penalty: 5185.772461
	Iteration 20F: 3 clusters Score -3886199 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3886299.500000 Penalty: 5185.772461
	Iteration 21Q: 3 clusters Score -3886300 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3886392.750000 Penalty: 5185.772461
	Iteration 22Q: 3 clusters Score -3886393 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3886495.000000 Penalty: 5185.772461
	Iteration 23Q: 3 clusters Score -3886495 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3886578.500000 Penalty: 5185.772461
	Iteration 24Q: 3 clusters Score -3886578 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3886681.000000 Penalty: 5185.772461
	Iteration 25Q: 3 clusters Score -3886681 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3886807.750000 Penalty: 5185.772461
	Iteration 26Q: 3 clusters Score -3886808 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3886975.750000 Penalty: 5185.772461
	Iteration 27Q: 3 clusters Score -3886976 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3887124.000000 Penalty: 5185.772461
	Iteration 28Q: 3 clusters Score -3887124 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3887255.000000 Penalty: 5185.772461
	Iteration 29Q: 3 clusters Score -3887255 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3887367.000000 Penalty: 5185.772461
	Iteration 30Q: 3 clusters Score -3887367 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3887485.750000 Penalty: 5185.772461
	Iteration 31Q: 3 clusters Score -3887486 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3887617.250000 Penalty: 5185.772461
	Iteration 32Q: 3 clusters Score -3887617 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3887772.750000 Penalty: 5185.772461
	Iteration 33Q: 3 clusters Score -3887773 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3887933.750000 Penalty: 5185.772461
	Iteration 34Q: 3 clusters Score -3887934 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3888080.500000 Penalty: 5185.772461
	Iteration 35Q: 3 clusters Score -3888080 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3888258.750000 Penalty: 5185.772461
	Iteration 36Q: 3 clusters Score -3888259 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3888466.750000 Penalty: 5185.772461
	Iteration 37Q: 3 clusters Score -3888467 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3888629.750000 Penalty: 5185.772461
	Iteration 38Q: 3 clusters Score -3888630 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3888789.500000 Penalty: 5185.772461
	Iteration 39Q: 3 clusters Score -3888790 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3888881.750000 Penalty: 5185.772461
	Iteration 40F: 3 clusters Score -3888882 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3888984.500000 Penalty: 5185.772461
	Iteration 41Q: 3 clusters Score -3888984 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3889047.750000 Penalty: 5185.772461
	Iteration 42Q: 3 clusters Score -3889048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3889113.500000 Penalty: 5185.772461
	Iteration 43Q: 3 clusters Score -3889114 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3889170.500000 Penalty: 5185.772461
	Iteration 44Q: 3 clusters Score -3889170 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3889212.250000 Penalty: 5185.772461
	Iteration 45Q: 3 clusters Score -3889212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3889283.000000 Penalty: 5185.772461
	Iteration 46Q: 3 clusters Score -3889283 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3889311.500000 Penalty: 5185.772461
	Iteration 47Q: 3 clusters Score -3889312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3889374.000000 Penalty: 5185.772461
	Iteration 48Q: 3 clusters Score -3889374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3889395.750000 Penalty: 5185.772461
	Iteration 49Q: 3 clusters Score -3889396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -3889410.250000 Penalty: 5185.772461
	Iteration 50Q: 3 clusters Score -3889410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3889438.500000 Penalty: 5185.772461
	Iteration 51Q: 3 clusters Score -3889438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3889466.750000 Penalty: 5185.772461
	Iteration 52Q: 3 clusters Score -3889467 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3889491.000000 Penalty: 5185.772461
	Iteration 53Q: 3 clusters Score -3889491 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3889531.750000 Penalty: 5185.772461
	Iteration 54Q: 3 clusters Score -3889532 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3889551.000000 Penalty: 5185.772461
	Iteration 55Q: 3 clusters Score -3889551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3889582.750000 Penalty: 5185.772461
	Iteration 56Q: 3 clusters Score -3889583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3889603.500000 Penalty: 5185.772461
	Iteration 57Q: 3 clusters Score -3889604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3889619.500000 Penalty: 5185.772461
	Iteration 58Q: 3 clusters Score -3889620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3889633.250000 Penalty: 5185.772461
	Iteration 59Q: 3 clusters Score -3889633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3889655.750000 Penalty: 5185.772461
	Iteration 60F: 3 clusters Score -3889656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3889669.250000 Penalty: 5185.772461
	Iteration 61Q: 3 clusters Score -3889669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3889676.750000 Penalty: 5185.772461
	Iteration 62Q: 3 clusters Score -3889677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3889699.000000 Penalty: 5185.772461
	Iteration 63Q: 3 clusters Score -3889699 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3889727.250000 Penalty: 5185.772461
	Iteration 64Q: 3 clusters Score -3889727 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3889741.250000 Penalty: 5185.772461
	Iteration 65Q: 3 clusters Score -3889741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3889769.750000 Penalty: 5185.772461
	Iteration 66Q: 3 clusters Score -3889770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3889797.750000 Penalty: 5185.772461
	Iteration 67Q: 3 clusters Score -3889798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3889811.500000 Penalty: 5185.772461
	Iteration 68Q: 3 clusters Score -3889812 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -3889836.000000 Penalty: 5185.772461
	Iteration 69Q: 3 clusters Score -3889836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3889838.750000 Penalty: 5185.772461
	Iteration 70Q: 3 clusters Score -3889839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3889851.250000 Penalty: 5185.772461
	Iteration 71Q: 3 clusters Score -3889851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3889850.750000 Penalty: 5185.772461
	Iteration 72Q: 3 clusters Score -3889851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3889863.000000 Penalty: 5185.772461
	Iteration 73Q: 3 clusters Score -3889863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3889862.000000 Penalty: 5185.772461
	Iteration 74Q: 3 clusters Score -3889862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3889868.250000 Penalty: 5185.772461
	Iteration 75Q: 3 clusters Score -3889868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3889862.500000 Penalty: 5185.772461
	Iteration 76Q: 3 clusters Score -3889862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3889864.000000 Penalty: 5185.772461
	Iteration 77Q: 3 clusters Score -3889864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3889863.000000 Penalty: 5185.772461
	Iteration 78Q: 3 clusters Score -3889863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3889868.500000 Penalty: 5185.772461
	Iteration 79Q: 3 clusters Score -3889868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3889868.000000 Penalty: 5185.772461
	Iteration 80F: 3 clusters Score -3889868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3889876.750000 Penalty: 5185.772461
	Iteration 81Q: 3 clusters Score -3889877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3889877.250000 Penalty: 5185.772461
	Iteration 82Q: 3 clusters Score -3889877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3889880.250000 Penalty: 5185.772461
	Iteration 83Q: 3 clusters Score -3889880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3889879.000000 Penalty: 5185.772461
	Iteration 84Q: 3 clusters Score -3889879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3889885.250000 Penalty: 5185.772461
	Iteration 85Q: 3 clusters Score -3889885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3889887.750000 Penalty: 5185.772461
	Iteration 86Q: 3 clusters Score -3889888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3889888.500000 Penalty: 5185.772461
	Iteration 87Q: 3 clusters Score -3889888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3889888.500000 Penalty: 5185.772461
	Iteration 88F: 3 clusters Score -3889888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -392598.343750 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -392598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -389015.343750 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -389015.3 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -390257.187500 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -390257.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -390770.937500 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -390770.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -391224.093750 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -391224.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -391832.468750 Penalty: 4075.983398
	Iteration 4F: 3 clusters Score -391832.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -392301.625000 Penalty: 4075.983398
	Iteration 5F: 3 clusters Score -392301.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -392594.312500 Penalty: 4075.983398
	Iteration 6F: 3 clusters Score -392594.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -392695.468750 Penalty: 4075.983398
	Iteration 7Q: 3 clusters Score -392695.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -392733.218750 Penalty: 4075.983398
	Iteration 8Q: 3 clusters Score -392733.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -392749.968750 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -392750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -392757.437500 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -392757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -392762.187500 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -392762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -392772.656250 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -392772.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -392777.312500 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -392777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -392779.031250 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -392779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -392780.562500 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -392780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -392780.906250 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -392780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -392781.375000 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -392781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -392782.968750 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -392783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -392782.843750 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -392782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -392783.906250 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -392783.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144111 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117756 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 921 members 
Mstep: Class 26 contains 188290 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223942 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Mstep: Class 41 contains 2785 members 
Entering Unmasked Estep 
Score: -225984944.000000 Penalty: 147590.875000
Splitting cluster 25 changes total score from -225986048.000000 to -225984944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (188290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Entering Unmasked Estep 
Score: -21970104.000000 Penalty: 3012.143066
	Iteration 0F: 2 clusters Score -2.19701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -21847382.000000 Penalty: 6024.286133
	Iteration 0F: 3 clusters Score -2.184738e+07 nChanged 90487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 93530 members 
Entering Unmasked Estep 
Score: -21900530.000000 Penalty: 6024.286133
	Iteration 1F: 3 clusters Score -2.190053e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -21901712.000000 Penalty: 6024.286133
	Iteration 2Q: 3 clusters Score -2.190171e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -21902868.000000 Penalty: 6024.286133
	Iteration 3Q: 3 clusters Score -2.190287e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -21904232.000000 Penalty: 6024.286133
	Iteration 4Q: 3 clusters Score -2.190423e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97235 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -21905754.000000 Penalty: 6024.286133
	Iteration 5Q: 3 clusters Score -2.190575e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99068 members 
Mstep: Class 2 contains 89222 members 
Entering Unmasked Estep 
Score: -21907766.000000 Penalty: 6024.286133
	Iteration 6Q: 3 clusters Score -2.190777e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -21910338.000000 Penalty: 6024.286133
	Iteration 7Q: 3 clusters Score -2.191034e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105472 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -21913624.000000 Penalty: 6024.286133
	Iteration 8Q: 3 clusters Score -2.191362e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110047 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -21918712.000000 Penalty: 6024.286133
	Iteration 9Q: 3 clusters Score -2.191871e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -21925404.000000 Penalty: 6024.286133
	Iteration 10F: 3 clusters Score -2.19254e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 68318 members 
Entering Unmasked Estep 
Score: -21932330.000000 Penalty: 6024.286133
	Iteration 11F: 3 clusters Score -2.193233e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123982 members 
Mstep: Class 2 contains 64308 members 
Entering Unmasked Estep 
Score: -21937616.000000 Penalty: 6024.286133
	Iteration 12Q: 3 clusters Score -2.193762e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127533 members 
Mstep: Class 2 contains 60757 members 
Entering Unmasked Estep 
Score: -21940438.000000 Penalty: 6024.286133
	Iteration 13Q: 3 clusters Score -2.194044e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131019 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -21941992.000000 Penalty: 6024.286133
	Iteration 14Q: 3 clusters Score -2.194199e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134641 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -21943250.000000 Penalty: 6024.286133
	Iteration 15Q: 3 clusters Score -2.194325e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138431 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -21944284.000000 Penalty: 6024.286133
	Iteration 16Q: 3 clusters Score -2.194428e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142401 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -21945802.000000 Penalty: 6024.286133
	Iteration 17Q: 3 clusters Score -2.19458e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146536 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -21947324.000000 Penalty: 6024.286133
	Iteration 18Q: 3 clusters Score -2.194732e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150751 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -21948858.000000 Penalty: 6024.286133
	Iteration 19Q: 3 clusters Score -2.194886e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -21950794.000000 Penalty: 6024.286133
	Iteration 20F: 3 clusters Score -2.195079e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159948 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -21953280.000000 Penalty: 6024.286133
	Iteration 21Q: 3 clusters Score -2.195328e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -21955548.000000 Penalty: 6024.286133
	Iteration 22Q: 3 clusters Score -2.195555e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -21957858.000000 Penalty: 6024.286133
	Iteration 23Q: 3 clusters Score -2.195786e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173483 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -21959808.000000 Penalty: 6024.286133
	Iteration 24Q: 3 clusters Score -2.195981e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177335 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -21961886.000000 Penalty: 6024.286133
	Iteration 25Q: 3 clusters Score -2.196189e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180576 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -21963522.000000 Penalty: 6024.286133
	Iteration 26Q: 3 clusters Score -2.196352e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183227 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -21964936.000000 Penalty: 6024.286133
	Iteration 27Q: 3 clusters Score -2.196494e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185268 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -21966004.000000 Penalty: 6024.286133
	Iteration 28Q: 3 clusters Score -2.1966e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186583 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -21966660.000000 Penalty: 6024.286133
	Iteration 29Q: 3 clusters Score -2.196666e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187268 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -21967088.000000 Penalty: 6024.286133
	Iteration 30Q: 3 clusters Score -2.196709e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187558 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21967292.000000 Penalty: 6024.286133
	Iteration 31Q: 3 clusters Score -2.196729e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187687 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -21967402.000000 Penalty: 6024.286133
	Iteration 32Q: 3 clusters Score -2.19674e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187762 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21967396.000000 Penalty: 6024.286133
	Iteration 33Q: 3 clusters Score -2.19674e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187805 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21967448.000000 Penalty: 6024.286133
	Iteration 34Q: 3 clusters Score -2.196745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187829 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21967458.000000 Penalty: 6024.286133
	Iteration 35Q: 3 clusters Score -2.196746e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187839 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -21967466.000000 Penalty: 6024.286133
	Iteration 36Q: 3 clusters Score -2.196747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187858 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21967492.000000 Penalty: 6024.286133
	Iteration 37Q: 3 clusters Score -2.196749e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187874 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21967516.000000 Penalty: 6024.286133
	Iteration 38Q: 3 clusters Score -2.196752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21967526.000000 Penalty: 6024.286133
	Iteration 39Q: 3 clusters Score -2.196753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21967522.000000 Penalty: 6024.286133
	Iteration 40F: 3 clusters Score -2.196752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187895 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21967554.000000 Penalty: 6024.286133
	Iteration 41Q: 3 clusters Score -2.196755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -21967556.000000 Penalty: 6024.286133
	Iteration 42Q: 3 clusters Score -2.196756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -21967552.000000 Penalty: 6024.286133
	Iteration 43Q: 3 clusters Score -2.196755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187901 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21967564.000000 Penalty: 6024.286133
	Iteration 44Q: 3 clusters Score -2.196756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187903 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21967554.000000 Penalty: 6024.286133
	Iteration 45Q: 3 clusters Score -2.196755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21967556.000000 Penalty: 6024.286133
	Iteration 46Q: 3 clusters Score -2.196756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21967560.000000 Penalty: 6024.286133
	Iteration 47Q: 3 clusters Score -2.196756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187909 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21967560.000000 Penalty: 6024.286133
	Iteration 48F: 3 clusters Score -2.196756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -724211.375000 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -724211.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -718819.625000 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -718819.6 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -720494.625000 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -720494.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -720941.812500 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -720941.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -721302.500000 Penalty: 4357.627441
	Iteration 3F: 3 clusters Score -721302.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -721606.812500 Penalty: 4357.627441
	Iteration 4F: 3 clusters Score -721606.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -721859.500000 Penalty: 4357.627441
	Iteration 5F: 3 clusters Score -721859.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -722030.062500 Penalty: 4357.627441
	Iteration 6Q: 3 clusters Score -722030.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -722164.250000 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -722164.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -722262.437500 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -722262.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -722343.000000 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -722343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -722404.000000 Penalty: 4357.627441
	Iteration 10Q: 3 clusters Score -722404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -722441.625000 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -722441.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -722478.187500 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -722478.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -722506.562500 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -722506.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -722529.812500 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -722529.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -722547.812500 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -722547.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -722564.187500 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -722564.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -722577.000000 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -722577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -722584.437500 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -722584.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -722589.000000 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -722589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -722596.000000 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -722596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -722601.125000 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -722601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -722608.062500 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -722608.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -722614.937500 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -722614.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -722617.625000 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -722617.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -722622.062500 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -722622.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -722625.125000 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -722625.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -722631.687500 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -722631.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -722638.625000 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -722638.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -722641.937500 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -722641.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -722648.312500 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -722648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -722650.812500 Penalty: 4357.627441
	Iteration 31Q: 3 clusters Score -722650.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -722653.437500 Penalty: 4357.627441
	Iteration 32Q: 3 clusters Score -722653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -722654.250000 Penalty: 4357.627441
	Iteration 33Q: 3 clusters Score -722654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -722658.000000 Penalty: 4357.627441
	Iteration 34Q: 3 clusters Score -722658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -722660.812500 Penalty: 4357.627441
	Iteration 35Q: 3 clusters Score -722660.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -722663.250000 Penalty: 4357.627441
	Iteration 36Q: 3 clusters Score -722663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -722664.125000 Penalty: 4357.627441
	Iteration 37Q: 3 clusters Score -722664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -722663.187500 Penalty: 4357.627441
	Iteration 38Q: 3 clusters Score -722663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -722664.437500 Penalty: 4357.627441
	Iteration 39Q: 3 clusters Score -722664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -722664.437500 Penalty: 4357.627441
	Iteration 40F: 3 clusters Score -722664.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Entering Unmasked Estep 
Score: -1059326.875000 Penalty: 2277.783936
	Iteration 0F: 2 clusters Score -1059327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1051829.375000 Penalty: 4555.567871
	Iteration 0F: 3 clusters Score -1051829 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1054119.000000 Penalty: 4555.567871
	Iteration 1F: 3 clusters Score -1054119 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1054492.750000 Penalty: 4555.567871
	Iteration 2F: 3 clusters Score -1054493 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1054749.750000 Penalty: 4555.567871
	Iteration 3F: 3 clusters Score -1054750 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1054966.250000 Penalty: 4555.567871
	Iteration 4Q: 3 clusters Score -1054966 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1055173.750000 Penalty: 4555.567871
	Iteration 5Q: 3 clusters Score -1055174 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1055386.875000 Penalty: 4555.567871
	Iteration 6Q: 3 clusters Score -1055387 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1055682.250000 Penalty: 4555.567871
	Iteration 7Q: 3 clusters Score -1055682 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1056053.250000 Penalty: 4555.567871
	Iteration 8F: 3 clusters Score -1056053 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1056506.750000 Penalty: 4555.567871
	Iteration 9F: 3 clusters Score -1056507 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1056925.000000 Penalty: 4555.567871
	Iteration 10Q: 3 clusters Score -1056925 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1057236.375000 Penalty: 4555.567871
	Iteration 11Q: 3 clusters Score -1057236 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1057449.625000 Penalty: 4555.567871
	Iteration 12Q: 3 clusters Score -1057450 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1057598.125000 Penalty: 4555.567871
	Iteration 13Q: 3 clusters Score -1057598 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1057681.125000 Penalty: 4555.567871
	Iteration 14Q: 3 clusters Score -1057681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1057735.500000 Penalty: 4555.567871
	Iteration 15Q: 3 clusters Score -1057736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1057774.625000 Penalty: 4555.567871
	Iteration 16Q: 3 clusters Score -1057775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1057805.750000 Penalty: 4555.567871
	Iteration 17Q: 3 clusters Score -1057806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1057825.750000 Penalty: 4555.567871
	Iteration 18Q: 3 clusters Score -1057826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1057844.625000 Penalty: 4555.567871
	Iteration 19Q: 3 clusters Score -1057845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1057857.125000 Penalty: 4555.567871
	Iteration 20F: 3 clusters Score -1057857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1057867.375000 Penalty: 4555.567871
	Iteration 21Q: 3 clusters Score -1057867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1057876.375000 Penalty: 4555.567871
	Iteration 22Q: 3 clusters Score -1057876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1057885.375000 Penalty: 4555.567871
	Iteration 23Q: 3 clusters Score -1057885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1057892.875000 Penalty: 4555.567871
	Iteration 24Q: 3 clusters Score -1057893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1057894.375000 Penalty: 4555.567871
	Iteration 25Q: 3 clusters Score -1057894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1057898.625000 Penalty: 4555.567871
	Iteration 26Q: 3 clusters Score -1057899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1057901.375000 Penalty: 4555.567871
	Iteration 27Q: 3 clusters Score -1057901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1057901.750000 Penalty: 4555.567871
	Iteration 28Q: 3 clusters Score -1057902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1057906.000000 Penalty: 4555.567871
	Iteration 29Q: 3 clusters Score -1057906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1057909.625000 Penalty: 4555.567871
	Iteration 30Q: 3 clusters Score -1057910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1057908.875000 Penalty: 4555.567871
	Iteration 31Q: 3 clusters Score -1057909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1057911.375000 Penalty: 4555.567871
	Iteration 32Q: 3 clusters Score -1057911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1057912.250000 Penalty: 4555.567871
	Iteration 33Q: 3 clusters Score -1057912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1057912.375000 Penalty: 4555.567871
	Iteration 34Q: 3 clusters Score -1057912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1057913.125000 Penalty: 4555.567871
	Iteration 35Q: 3 clusters Score -1057913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1057913.625000 Penalty: 4555.567871
	Iteration 36Q: 3 clusters Score -1057914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1057913.625000 Penalty: 4555.567871
	Iteration 37F: 3 clusters Score -1057914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Entering Unmasked Estep 
Score: -4476523.500000 Penalty: 2617.317871
	Iteration 0F: 2 clusters Score -4476524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4450460.000000 Penalty: 5234.635742
	Iteration 0F: 3 clusters Score -4450460 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4459979.500000 Penalty: 5234.635742
	Iteration 1F: 3 clusters Score -4459980 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -4460533.500000 Penalty: 5234.635742
	Iteration 2Q: 3 clusters Score -4460534 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4461170.500000 Penalty: 5234.635742
	Iteration 3Q: 3 clusters Score -4461170 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4462061.000000 Penalty: 5234.635742
	Iteration 4Q: 3 clusters Score -4462061 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4463278.000000 Penalty: 5234.635742
	Iteration 5F: 3 clusters Score -4463278 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4464712.000000 Penalty: 5234.635742
	Iteration 6F: 3 clusters Score -4464712 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4466323.000000 Penalty: 5234.635742
	Iteration 7F: 3 clusters Score -4466323 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4467912.500000 Penalty: 5234.635742
	Iteration 8F: 3 clusters Score -4467912 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4469456.500000 Penalty: 5234.635742
	Iteration 9F: 3 clusters Score -4469456 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4470783.000000 Penalty: 5234.635742
	Iteration 10Q: 3 clusters Score -4470783 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4471776.500000 Penalty: 5234.635742
	Iteration 11Q: 3 clusters Score -4471776 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -4472455.000000 Penalty: 5234.635742
	Iteration 12Q: 3 clusters Score -4472455 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -4472787.000000 Penalty: 5234.635742
	Iteration 13Q: 3 clusters Score -4472787 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4473005.000000 Penalty: 5234.635742
	Iteration 14Q: 3 clusters Score -4473005 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4473126.500000 Penalty: 5234.635742
	Iteration 15Q: 3 clusters Score -4473126 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -4473238.000000 Penalty: 5234.635742
	Iteration 16Q: 3 clusters Score -4473238 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -4473329.000000 Penalty: 5234.635742
	Iteration 17Q: 3 clusters Score -4473329 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4473378.500000 Penalty: 5234.635742
	Iteration 18Q: 3 clusters Score -4473378 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4473409.000000 Penalty: 5234.635742
	Iteration 19Q: 3 clusters Score -4473409 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -4473453.500000 Penalty: 5234.635742
	Iteration 20F: 3 clusters Score -4473454 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4473491.500000 Penalty: 5234.635742
	Iteration 21Q: 3 clusters Score -4473492 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4473509.500000 Penalty: 5234.635742
	Iteration 22Q: 3 clusters Score -4473510 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4473528.500000 Penalty: 5234.635742
	Iteration 23Q: 3 clusters Score -4473528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4473553.500000 Penalty: 5234.635742
	Iteration 24Q: 3 clusters Score -4473554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4473575.500000 Penalty: 5234.635742
	Iteration 25Q: 3 clusters Score -4473576 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4473600.500000 Penalty: 5234.635742
	Iteration 26Q: 3 clusters Score -4473600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4473613.000000 Penalty: 5234.635742
	Iteration 27Q: 3 clusters Score -4473613 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4473629.500000 Penalty: 5234.635742
	Iteration 28Q: 3 clusters Score -4473630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4473633.500000 Penalty: 5234.635742
	Iteration 29Q: 3 clusters Score -4473634 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4473671.500000 Penalty: 5234.635742
	Iteration 30Q: 3 clusters Score -4473672 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4473684.000000 Penalty: 5234.635742
	Iteration 31Q: 3 clusters Score -4473684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4473700.500000 Penalty: 5234.635742
	Iteration 32Q: 3 clusters Score -4473700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4473729.500000 Penalty: 5234.635742
	Iteration 33Q: 3 clusters Score -4473730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4473729.000000 Penalty: 5234.635742
	Iteration 34Q: 3 clusters Score -4473729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -4473753.500000 Penalty: 5234.635742
	Iteration 35Q: 3 clusters Score -4473754 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -4473763.500000 Penalty: 5234.635742
	Iteration 36Q: 3 clusters Score -4473764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4473773.000000 Penalty: 5234.635742
	Iteration 37Q: 3 clusters Score -4473773 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4473785.000000 Penalty: 5234.635742
	Iteration 38Q: 3 clusters Score -4473785 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4473791.000000 Penalty: 5234.635742
	Iteration 39Q: 3 clusters Score -4473791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4473795.000000 Penalty: 5234.635742
	Iteration 40F: 3 clusters Score -4473795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4473803.000000 Penalty: 5234.635742
	Iteration 41Q: 3 clusters Score -4473803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4473812.000000 Penalty: 5234.635742
	Iteration 42Q: 3 clusters Score -4473812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4473826.000000 Penalty: 5234.635742
	Iteration 43Q: 3 clusters Score -4473826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4473826.500000 Penalty: 5234.635742
	Iteration 44Q: 3 clusters Score -4473826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4473838.000000 Penalty: 5234.635742
	Iteration 45Q: 3 clusters Score -4473838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4473845.500000 Penalty: 5234.635742
	Iteration 46Q: 3 clusters Score -4473846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4473848.000000 Penalty: 5234.635742
	Iteration 47Q: 3 clusters Score -4473848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4473860.000000 Penalty: 5234.635742
	Iteration 48Q: 3 clusters Score -4473860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4473877.500000 Penalty: 5234.635742
	Iteration 49Q: 3 clusters Score -4473878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4473892.500000 Penalty: 5234.635742
	Iteration 50Q: 3 clusters Score -4473892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4473900.500000 Penalty: 5234.635742
	Iteration 51Q: 3 clusters Score -4473900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4473909.000000 Penalty: 5234.635742
	Iteration 52Q: 3 clusters Score -4473909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -4473912.500000 Penalty: 5234.635742
	Iteration 53Q: 3 clusters Score -4473912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4473931.500000 Penalty: 5234.635742
	Iteration 54Q: 3 clusters Score -4473932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4473944.000000 Penalty: 5234.635742
	Iteration 55Q: 3 clusters Score -4473944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -4473943.000000 Penalty: 5234.635742
	Iteration 56Q: 3 clusters Score -4473943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4473949.500000 Penalty: 5234.635742
	Iteration 57Q: 3 clusters Score -4473950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4473970.500000 Penalty: 5234.635742
	Iteration 58Q: 3 clusters Score -4473970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4473985.000000 Penalty: 5234.635742
	Iteration 59Q: 3 clusters Score -4473985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4473989.500000 Penalty: 5234.635742
	Iteration 60F: 3 clusters Score -4473990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4474007.500000 Penalty: 5234.635742
	Iteration 61Q: 3 clusters Score -4474008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4474013.000000 Penalty: 5234.635742
	Iteration 62Q: 3 clusters Score -4474013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4474047.000000 Penalty: 5234.635742
	Iteration 63Q: 3 clusters Score -4474047 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4474073.000000 Penalty: 5234.635742
	Iteration 64Q: 3 clusters Score -4474073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4474070.500000 Penalty: 5234.635742
	Iteration 65Q: 3 clusters Score -4474070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4474081.500000 Penalty: 5234.635742
	Iteration 66Q: 3 clusters Score -4474082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4474088.500000 Penalty: 5234.635742
	Iteration 67Q: 3 clusters Score -4474088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4474100.000000 Penalty: 5234.635742
	Iteration 68Q: 3 clusters Score -4474100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4474108.500000 Penalty: 5234.635742
	Iteration 69Q: 3 clusters Score -4474108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4474119.500000 Penalty: 5234.635742
	Iteration 70Q: 3 clusters Score -4474120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4474128.000000 Penalty: 5234.635742
	Iteration 71Q: 3 clusters Score -4474128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4474153.500000 Penalty: 5234.635742
	Iteration 72Q: 3 clusters Score -4474154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4474158.500000 Penalty: 5234.635742
	Iteration 73Q: 3 clusters Score -4474158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4474165.000000 Penalty: 5234.635742
	Iteration 74Q: 3 clusters Score -4474165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4474169.500000 Penalty: 5234.635742
	Iteration 75Q: 3 clusters Score -4474170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4474172.500000 Penalty: 5234.635742
	Iteration 76Q: 3 clusters Score -4474172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4474178.000000 Penalty: 5234.635742
	Iteration 77Q: 3 clusters Score -4474178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4474174.500000 Penalty: 5234.635742
	Iteration 78Q: 3 clusters Score -4474174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4474176.500000 Penalty: 5234.635742
	Iteration 79Q: 3 clusters Score -4474176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4474178.000000 Penalty: 5234.635742
	Iteration 80F: 3 clusters Score -4474178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -4474181.500000 Penalty: 5234.635742
	Iteration 81Q: 3 clusters Score -4474182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4474194.500000 Penalty: 5234.635742
	Iteration 82Q: 3 clusters Score -4474194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4474200.500000 Penalty: 5234.635742
	Iteration 83Q: 3 clusters Score -4474200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4474197.500000 Penalty: 5234.635742
	Iteration 84Q: 3 clusters Score -4474198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4474199.000000 Penalty: 5234.635742
	Iteration 85Q: 3 clusters Score -4474199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4474196.000000 Penalty: 5234.635742
	Iteration 86Q: 3 clusters Score -4474196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4474197.500000 Penalty: 5234.635742
	Iteration 87Q: 3 clusters Score -4474198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4474194.000000 Penalty: 5234.635742
	Iteration 88Q: 3 clusters Score -4474194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4474194.000000 Penalty: 5234.635742
	Iteration 89Q: 3 clusters Score -4474194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4474196.000000 Penalty: 5234.635742
	Iteration 90Q: 3 clusters Score -4474196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4474204.500000 Penalty: 5234.635742
	Iteration 91Q: 3 clusters Score -4474204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4474204.500000 Penalty: 5234.635742
	Iteration 92Q: 3 clusters Score -4474204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4474200.500000 Penalty: 5234.635742
	Iteration 93Q: 3 clusters Score -4474200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4474204.500000 Penalty: 5234.635742
	Iteration 94Q: 3 clusters Score -4474204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4474205.500000 Penalty: 5234.635742
	Iteration 95Q: 3 clusters Score -4474206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4474209.000000 Penalty: 5234.635742
	Iteration 96Q: 3 clusters Score -4474209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4474201.000000 Penalty: 5234.635742
	Iteration 97Q: 3 clusters Score -4474201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4474205.500000 Penalty: 5234.635742
	Iteration 98Q: 3 clusters Score -4474206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4474214.500000 Penalty: 5234.635742
	Iteration 99Q: 3 clusters Score -4474214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4474211.000000 Penalty: 5234.635742
	Iteration 100F: 3 clusters Score -4474211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4474211.000000 Penalty: 5234.635742
	Iteration 101Q: 3 clusters Score -4474211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4474215.500000 Penalty: 5234.635742
	Iteration 102Q: 3 clusters Score -4474216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4474215.500000 Penalty: 5234.635742
	Iteration 103Q: 3 clusters Score -4474216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4474215.500000 Penalty: 5234.635742
	Iteration 104Q: 3 clusters Score -4474216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4474217.000000 Penalty: 5234.635742
	Iteration 105Q: 3 clusters Score -4474217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4474214.500000 Penalty: 5234.635742
	Iteration 106Q: 3 clusters Score -4474214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4474212.000000 Penalty: 5234.635742
	Iteration 107Q: 3 clusters Score -4474212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4474214.500000 Penalty: 5234.635742
	Iteration 108Q: 3 clusters Score -4474214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4474214.000000 Penalty: 5234.635742
	Iteration 109Q: 3 clusters Score -4474214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4474209.000000 Penalty: 5234.635742
	Iteration 110Q: 3 clusters Score -4474209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4474209.500000 Penalty: 5234.635742
	Iteration 111Q: 3 clusters Score -4474210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4474209.500000 Penalty: 5234.635742
	Iteration 112F: 3 clusters Score -4474210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (223942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223942 members 
Entering Unmasked Estep 
Score: -25948520.000000 Penalty: 3055.147217
	Iteration 0F: 2 clusters Score -2.594852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111757 members 
Mstep: Class 2 contains 112185 members 
Entering Unmasked Estep 
Score: -25805846.000000 Penalty: 6110.294434
	Iteration 0F: 3 clusters Score -2.580585e+07 nChanged 108024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104505 members 
Mstep: Class 2 contains 119437 members 
Entering Unmasked Estep 
Score: -25871304.000000 Penalty: 6110.294434
	Iteration 1F: 3 clusters Score -2.58713e+07 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 124856 members 
Entering Unmasked Estep 
Score: -25875332.000000 Penalty: 6110.294434
	Iteration 2Q: 3 clusters Score -2.587533e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91259 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -25881498.000000 Penalty: 6110.294434
	Iteration 3F: 3 clusters Score -2.58815e+07 nChanged 14878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81147 members 
Mstep: Class 2 contains 142795 members 
Entering Unmasked Estep 
Score: -25889804.000000 Penalty: 6110.294434
	Iteration 4F: 3 clusters Score -2.58898e+07 nChanged 16033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69220 members 
Mstep: Class 2 contains 154722 members 
Entering Unmasked Estep 
Score: -25899764.000000 Penalty: 6110.294434
	Iteration 5F: 3 clusters Score -2.589976e+07 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 167856 members 
Entering Unmasked Estep 
Score: -25909574.000000 Penalty: 6110.294434
	Iteration 6F: 3 clusters Score -2.590957e+07 nChanged 14233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 180883 members 
Entering Unmasked Estep 
Score: -25917918.000000 Penalty: 6110.294434
	Iteration 7F: 3 clusters Score -2.591792e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 192702 members 
Entering Unmasked Estep 
Score: -25925282.000000 Penalty: 6110.294434
	Iteration 8F: 3 clusters Score -2.592528e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 202812 members 
Entering Unmasked Estep 
Score: -25932020.000000 Penalty: 6110.294434
	Iteration 9Q: 3 clusters Score -2.593202e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 210458 members 
Entering Unmasked Estep 
Score: -25937536.000000 Penalty: 6110.294434
	Iteration 10Q: 3 clusters Score -2.593754e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 215455 members 
Entering Unmasked Estep 
Score: -25941104.000000 Penalty: 6110.294434
	Iteration 11Q: 3 clusters Score -2.59411e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 218320 members 
Entering Unmasked Estep 
Score: -25943486.000000 Penalty: 6110.294434
	Iteration 12Q: 3 clusters Score -2.594349e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 219781 members 
Entering Unmasked Estep 
Score: -25944726.000000 Penalty: 6110.294434
	Iteration 13Q: 3 clusters Score -2.594473e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 220507 members 
Entering Unmasked Estep 
Score: -25945518.000000 Penalty: 6110.294434
	Iteration 14Q: 3 clusters Score -2.594552e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 220797 members 
Entering Unmasked Estep 
Score: -25946010.000000 Penalty: 6110.294434
	Iteration 15Q: 3 clusters Score -2.594601e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 220902 members 
Entering Unmasked Estep 
Score: -25946488.000000 Penalty: 6110.294434
	Iteration 16Q: 3 clusters Score -2.594649e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 220909 members 
Entering Unmasked Estep 
Score: -25946812.000000 Penalty: 6110.294434
	Iteration 17Q: 3 clusters Score -2.594681e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 220893 members 
Entering Unmasked Estep 
Score: -25946946.000000 Penalty: 6110.294434
	Iteration 18Q: 3 clusters Score -2.594695e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 220864 members 
Entering Unmasked Estep 
Score: -25946996.000000 Penalty: 6110.294434
	Iteration 19Q: 3 clusters Score -2.5947e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 220844 members 
Entering Unmasked Estep 
Score: -25947074.000000 Penalty: 6110.294434
	Iteration 20F: 3 clusters Score -2.594707e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 220810 members 
Entering Unmasked Estep 
Score: -25947154.000000 Penalty: 6110.294434
	Iteration 21Q: 3 clusters Score -2.594715e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 220775 members 
Entering Unmasked Estep 
Score: -25947190.000000 Penalty: 6110.294434
	Iteration 22Q: 3 clusters Score -2.594719e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 220744 members 
Entering Unmasked Estep 
Score: -25947224.000000 Penalty: 6110.294434
	Iteration 23Q: 3 clusters Score -2.594722e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 220734 members 
Entering Unmasked Estep 
Score: -25947276.000000 Penalty: 6110.294434
	Iteration 24Q: 3 clusters Score -2.594728e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 220724 members 
Entering Unmasked Estep 
Score: -25947320.000000 Penalty: 6110.294434
	Iteration 25Q: 3 clusters Score -2.594732e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 220693 members 
Entering Unmasked Estep 
Score: -25947352.000000 Penalty: 6110.294434
	Iteration 26Q: 3 clusters Score -2.594735e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 220674 members 
Entering Unmasked Estep 
Score: -25947368.000000 Penalty: 6110.294434
	Iteration 27Q: 3 clusters Score -2.594737e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 220672 members 
Entering Unmasked Estep 
Score: -25947412.000000 Penalty: 6110.294434
	Iteration 28Q: 3 clusters Score -2.594741e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 220681 members 
Entering Unmasked Estep 
Score: -25947516.000000 Penalty: 6110.294434
	Iteration 29Q: 3 clusters Score -2.594752e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 220659 members 
Entering Unmasked Estep 
Score: -25947524.000000 Penalty: 6110.294434
	Iteration 30Q: 3 clusters Score -2.594752e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 220639 members 
Entering Unmasked Estep 
Score: -25947544.000000 Penalty: 6110.294434
	Iteration 31Q: 3 clusters Score -2.594754e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 220641 members 
Entering Unmasked Estep 
Score: -25947596.000000 Penalty: 6110.294434
	Iteration 32Q: 3 clusters Score -2.59476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 220638 members 
Entering Unmasked Estep 
Score: -25947622.000000 Penalty: 6110.294434
	Iteration 33Q: 3 clusters Score -2.594762e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 220639 members 
Entering Unmasked Estep 
Score: -25947610.000000 Penalty: 6110.294434
	Iteration 34Q: 3 clusters Score -2.594761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 220644 members 
Entering Unmasked Estep 
Score: -25947570.000000 Penalty: 6110.294434
	Iteration 35Q: 3 clusters Score -2.594757e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 220661 members 
Entering Unmasked Estep 
Score: -25947590.000000 Penalty: 6110.294434
	Iteration 36Q: 3 clusters Score -2.594759e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 220670 members 
Entering Unmasked Estep 
Score: -25947608.000000 Penalty: 6110.294434
	Iteration 37Q: 3 clusters Score -2.594761e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 220671 members 
Entering Unmasked Estep 
Score: -25947618.000000 Penalty: 6110.294434
	Iteration 38Q: 3 clusters Score -2.594762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 220688 members 
Entering Unmasked Estep 
Score: -25947654.000000 Penalty: 6110.294434
	Iteration 39Q: 3 clusters Score -2.594765e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 220687 members 
Entering Unmasked Estep 
Score: -25947686.000000 Penalty: 6110.294434
	Iteration 40F: 3 clusters Score -2.594769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 220686 members 
Entering Unmasked Estep 
Score: -25947688.000000 Penalty: 6110.294434
	Iteration 41Q: 3 clusters Score -2.594769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 220671 members 
Entering Unmasked Estep 
Score: -25947684.000000 Penalty: 6110.294434
	Iteration 42Q: 3 clusters Score -2.594768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 220667 members 
Entering Unmasked Estep 
Score: -25947708.000000 Penalty: 6110.294434
	Iteration 43Q: 3 clusters Score -2.594771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 220669 members 
Entering Unmasked Estep 
Score: -25947714.000000 Penalty: 6110.294434
	Iteration 44Q: 3 clusters Score -2.594771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 220674 members 
Entering Unmasked Estep 
Score: -25947708.000000 Penalty: 6110.294434
	Iteration 45Q: 3 clusters Score -2.594771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 220679 members 
Entering Unmasked Estep 
Score: -25947704.000000 Penalty: 6110.294434
	Iteration 46Q: 3 clusters Score -2.59477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 220679 members 
Entering Unmasked Estep 
Score: -25947722.000000 Penalty: 6110.294434
	Iteration 47Q: 3 clusters Score -2.594772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 220677 members 
Entering Unmasked Estep 
Score: -25947742.000000 Penalty: 6110.294434
	Iteration 48Q: 3 clusters Score -2.594774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 220670 members 
Entering Unmasked Estep 
Score: -25947718.000000 Penalty: 6110.294434
	Iteration 49Q: 3 clusters Score -2.594772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 220668 members 
Entering Unmasked Estep 
Score: -25947712.000000 Penalty: 6110.294434
	Iteration 50Q: 3 clusters Score -2.594771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 220669 members 
Entering Unmasked Estep 
Score: -25947710.000000 Penalty: 6110.294434
	Iteration 51Q: 3 clusters Score -2.594771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 220673 members 
Entering Unmasked Estep 
Score: -25947732.000000 Penalty: 6110.294434
	Iteration 52Q: 3 clusters Score -2.594773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 220675 members 
Entering Unmasked Estep 
Score: -25947738.000000 Penalty: 6110.294434
	Iteration 53Q: 3 clusters Score -2.594774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 220678 members 
Entering Unmasked Estep 
Score: -25947736.000000 Penalty: 6110.294434
	Iteration 54Q: 3 clusters Score -2.594774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 220677 members 
Entering Unmasked Estep 
Score: -25947740.000000 Penalty: 6110.294434
	Iteration 55Q: 3 clusters Score -2.594774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 220676 members 
Entering Unmasked Estep 
Score: -25947740.000000 Penalty: 6110.294434
	Iteration 56Q: 3 clusters Score -2.594774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 220675 members 
Entering Unmasked Estep 
Score: -25947740.000000 Penalty: 6110.294434
	Iteration 57Q: 3 clusters Score -2.594774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 220676 members 
Entering Unmasked Estep 
Score: -25947740.000000 Penalty: 6110.294434
	Iteration 58Q: 3 clusters Score -2.594774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 220677 members 
Entering Unmasked Estep 
Score: -25947748.000000 Penalty: 6110.294434
	Iteration 59Q: 3 clusters Score -2.594775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 220681 members 
Entering Unmasked Estep 
Score: -25947748.000000 Penalty: 6110.294434
	Iteration 60F: 3 clusters Score -2.594775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 220681 members 
Entering Unmasked Estep 
Score: -25947736.000000 Penalty: 6110.294434
	Iteration 61Q: 3 clusters Score -2.594774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 220684 members 
Entering Unmasked Estep 
Score: -25947736.000000 Penalty: 6110.294434
	Iteration 62Q: 3 clusters Score -2.594774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -25947742.000000 Penalty: 6110.294434
	Iteration 63Q: 3 clusters Score -2.594774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -25947734.000000 Penalty: 6110.294434
	Iteration 64Q: 3 clusters Score -2.594773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 220684 members 
Entering Unmasked Estep 
Score: -25947740.000000 Penalty: 6110.294434
	Iteration 65Q: 3 clusters Score -2.594774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -25947738.000000 Penalty: 6110.294434
	Iteration 66Q: 3 clusters Score -2.594774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -25947736.000000 Penalty: 6110.294434
	Iteration 67Q: 3 clusters Score -2.594774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -25947744.000000 Penalty: 6110.294434
	Iteration 68Q: 3 clusters Score -2.594774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -25947746.000000 Penalty: 6110.294434
	Iteration 69Q: 3 clusters Score -2.594775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 220684 members 
Entering Unmasked Estep 
Score: -25947744.000000 Penalty: 6110.294434
	Iteration 70Q: 3 clusters Score -2.594774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 220683 members 
Entering Unmasked Estep 
Score: -25947742.000000 Penalty: 6110.294434
	Iteration 71Q: 3 clusters Score -2.594774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 220681 members 
Entering Unmasked Estep 
Score: -25947738.000000 Penalty: 6110.294434
	Iteration 72Q: 3 clusters Score -2.594774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 220681 members 
Entering Unmasked Estep 
Score: -25947738.000000 Penalty: 6110.294434
	Iteration 73F: 3 clusters Score -2.594774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -73531.523438 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -73531.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71792.789062 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -71792.79 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -72069.101562 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -72069.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72145.531250 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -72145.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72182.593750 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -72182.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72214.554688 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -72214.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72247.757812 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -72247.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72296.210938 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -72296.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72361.960938 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -72361.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72421.867188 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -72421.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72475.765625 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -72475.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72509.023438 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -72509.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72559.539062 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -72559.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72620.671875 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -72620.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72677.710938 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -72677.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72742.320312 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -72742.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72791.335938 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -72791.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72828.210938 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -72828.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72859.312500 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -72859.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72922.359375 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -72922.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -72990.210938 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -72990.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73066.046875 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -73066.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73160.656250 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -73160.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73237.742188 Penalty: 3248.626709
	Iteration 22Q: 3 clusters Score -73237.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -73272.898438 Penalty: 3248.626709
	Iteration 23Q: 3 clusters Score -73272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -73316.851562 Penalty: 3248.626709
	Iteration 24Q: 3 clusters Score -73316.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73390.289062 Penalty: 3248.626709
	Iteration 25Q: 3 clusters Score -73390.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73444.585938 Penalty: 3248.626709
	Iteration 26Q: 3 clusters Score -73444.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73457.093750 Penalty: 3248.626709
	Iteration 27Q: 3 clusters Score -73457.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73481.015625 Penalty: 3248.626709
	Iteration 28Q: 3 clusters Score -73481.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73564.429688 Penalty: 3248.626709
	Iteration 29Q: 3 clusters Score -73564.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73638.031250 Penalty: 3248.626709
	Iteration 30Q: 3 clusters Score -73638.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73656.328125 Penalty: 3248.626709
	Iteration 31Q: 3 clusters Score -73656.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73656.328125 Penalty: 3248.626709
	Iteration 32F: 3 clusters Score -73656.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144111 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117756 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188290 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223942 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Mstep: Class 41 contains 316 members 
Entering Unmasked Estep 
Score: -225984400.000000 Penalty: 147590.875000
Splitting cluster 31 changes total score from -225986048.000000 to -225984400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (37616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Entering Unmasked Estep 
Score: -4028056.750000 Penalty: 2612.725830
	Iteration 0F: 2 clusters Score -4028057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4002523.500000 Penalty: 5225.451660
	Iteration 0F: 3 clusters Score -4002524 nChanged 17081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4012644.750000 Penalty: 5225.451660
	Iteration 1F: 3 clusters Score -4012645 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4014007.000000 Penalty: 5225.451660
	Iteration 2F: 3 clusters Score -4014007 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4015643.500000 Penalty: 5225.451660
	Iteration 3F: 3 clusters Score -4015644 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4017507.500000 Penalty: 5225.451660
	Iteration 4F: 3 clusters Score -4017508 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -4019428.000000 Penalty: 5225.451660
	Iteration 5F: 3 clusters Score -4019428 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4021198.500000 Penalty: 5225.451660
	Iteration 6F: 3 clusters Score -4021198 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -4022844.000000 Penalty: 5225.451660
	Iteration 7F: 3 clusters Score -4022844 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4024055.750000 Penalty: 5225.451660
	Iteration 8Q: 3 clusters Score -4024056 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4024918.500000 Penalty: 5225.451660
	Iteration 9Q: 3 clusters Score -4024918 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4025520.250000 Penalty: 5225.451660
	Iteration 10Q: 3 clusters Score -4025520 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4025976.750000 Penalty: 5225.451660
	Iteration 11Q: 3 clusters Score -4025977 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4026311.500000 Penalty: 5225.451660
	Iteration 12Q: 3 clusters Score -4026312 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4026531.250000 Penalty: 5225.451660
	Iteration 13Q: 3 clusters Score -4026531 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4026695.750000 Penalty: 5225.451660
	Iteration 14Q: 3 clusters Score -4026696 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4026852.750000 Penalty: 5225.451660
	Iteration 15Q: 3 clusters Score -4026853 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4026994.500000 Penalty: 5225.451660
	Iteration 16Q: 3 clusters Score -4026994 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4027099.250000 Penalty: 5225.451660
	Iteration 17Q: 3 clusters Score -4027099 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4027185.500000 Penalty: 5225.451660
	Iteration 18Q: 3 clusters Score -4027186 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4027227.750000 Penalty: 5225.451660
	Iteration 19Q: 3 clusters Score -4027228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4027269.250000 Penalty: 5225.451660
	Iteration 20F: 3 clusters Score -4027269 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -4027299.000000 Penalty: 5225.451660
	Iteration 21Q: 3 clusters Score -4027299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4027310.000000 Penalty: 5225.451660
	Iteration 22Q: 3 clusters Score -4027310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4027329.500000 Penalty: 5225.451660
	Iteration 23Q: 3 clusters Score -4027330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4027337.750000 Penalty: 5225.451660
	Iteration 24Q: 3 clusters Score -4027338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4027338.000000 Penalty: 5225.451660
	Iteration 25Q: 3 clusters Score -4027338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -4027341.000000 Penalty: 5225.451660
	Iteration 26Q: 3 clusters Score -4027341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4027341.500000 Penalty: 5225.451660
	Iteration 27Q: 3 clusters Score -4027342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4027345.750000 Penalty: 5225.451660
	Iteration 28Q: 3 clusters Score -4027346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4027347.000000 Penalty: 5225.451660
	Iteration 29Q: 3 clusters Score -4027347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4027345.000000 Penalty: 5225.451660
	Iteration 30Q: 3 clusters Score -4027345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -4027344.750000 Penalty: 5225.451660
	Iteration 31Q: 3 clusters Score -4027345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4027348.750000 Penalty: 5225.451660
	Iteration 32Q: 3 clusters Score -4027349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4027348.750000 Penalty: 5225.451660
	Iteration 33F: 3 clusters Score -4027349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1302415.125000 Penalty: 2344.083984
	Iteration 0F: 2 clusters Score -1302415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1293025.000000 Penalty: 4688.167969
	Iteration 0F: 3 clusters Score -1293025 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1296116.250000 Penalty: 4688.167969
	Iteration 1F: 3 clusters Score -1296116 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1296724.375000 Penalty: 4688.167969
	Iteration 2F: 3 clusters Score -1296724 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1297361.500000 Penalty: 4688.167969
	Iteration 3F: 3 clusters Score -1297362 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1297942.125000 Penalty: 4688.167969
	Iteration 4F: 3 clusters Score -1297942 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1298481.125000 Penalty: 4688.167969
	Iteration 5F: 3 clusters Score -1298481 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1298931.500000 Penalty: 4688.167969
	Iteration 6F: 3 clusters Score -1298932 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1299312.250000 Penalty: 4688.167969
	Iteration 7Q: 3 clusters Score -1299312 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1299613.250000 Penalty: 4688.167969
	Iteration 8Q: 3 clusters Score -1299613 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1299842.625000 Penalty: 4688.167969
	Iteration 9Q: 3 clusters Score -1299843 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1300023.125000 Penalty: 4688.167969
	Iteration 10Q: 3 clusters Score -1300023 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1300166.750000 Penalty: 4688.167969
	Iteration 11Q: 3 clusters Score -1300167 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1300270.125000 Penalty: 4688.167969
	Iteration 12Q: 3 clusters Score -1300270 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1300354.125000 Penalty: 4688.167969
	Iteration 13Q: 3 clusters Score -1300354 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1300420.375000 Penalty: 4688.167969
	Iteration 14Q: 3 clusters Score -1300420 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1300487.750000 Penalty: 4688.167969
	Iteration 15Q: 3 clusters Score -1300488 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1300552.000000 Penalty: 4688.167969
	Iteration 16Q: 3 clusters Score -1300552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1300600.125000 Penalty: 4688.167969
	Iteration 17Q: 3 clusters Score -1300600 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1300639.000000 Penalty: 4688.167969
	Iteration 18Q: 3 clusters Score -1300639 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1300671.000000 Penalty: 4688.167969
	Iteration 19Q: 3 clusters Score -1300671 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1300690.875000 Penalty: 4688.167969
	Iteration 20F: 3 clusters Score -1300691 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1300711.125000 Penalty: 4688.167969
	Iteration 21Q: 3 clusters Score -1300711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1300726.750000 Penalty: 4688.167969
	Iteration 22Q: 3 clusters Score -1300727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1300737.500000 Penalty: 4688.167969
	Iteration 23Q: 3 clusters Score -1300738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1300756.375000 Penalty: 4688.167969
	Iteration 24Q: 3 clusters Score -1300756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1300765.750000 Penalty: 4688.167969
	Iteration 25Q: 3 clusters Score -1300766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1300778.125000 Penalty: 4688.167969
	Iteration 26Q: 3 clusters Score -1300778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1300787.500000 Penalty: 4688.167969
	Iteration 27Q: 3 clusters Score -1300788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1300800.750000 Penalty: 4688.167969
	Iteration 28Q: 3 clusters Score -1300801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1300813.250000 Penalty: 4688.167969
	Iteration 29Q: 3 clusters Score -1300813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1300835.125000 Penalty: 4688.167969
	Iteration 30Q: 3 clusters Score -1300835 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1300851.125000 Penalty: 4688.167969
	Iteration 31Q: 3 clusters Score -1300851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1300867.000000 Penalty: 4688.167969
	Iteration 32Q: 3 clusters Score -1300867 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1300895.125000 Penalty: 4688.167969
	Iteration 33Q: 3 clusters Score -1300895 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1300908.250000 Penalty: 4688.167969
	Iteration 34Q: 3 clusters Score -1300908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1300934.500000 Penalty: 4688.167969
	Iteration 35Q: 3 clusters Score -1300934 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1300949.875000 Penalty: 4688.167969
	Iteration 36Q: 3 clusters Score -1300950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1300976.375000 Penalty: 4688.167969
	Iteration 37Q: 3 clusters Score -1300976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1300994.875000 Penalty: 4688.167969
	Iteration 38Q: 3 clusters Score -1300995 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1301032.500000 Penalty: 4688.167969
	Iteration 39Q: 3 clusters Score -1301032 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1301066.750000 Penalty: 4688.167969
	Iteration 40F: 3 clusters Score -1301067 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1301097.500000 Penalty: 4688.167969
	Iteration 41Q: 3 clusters Score -1301098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1301127.125000 Penalty: 4688.167969
	Iteration 42Q: 3 clusters Score -1301127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1301155.125000 Penalty: 4688.167969
	Iteration 43Q: 3 clusters Score -1301155 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1301188.250000 Penalty: 4688.167969
	Iteration 44Q: 3 clusters Score -1301188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1301236.500000 Penalty: 4688.167969
	Iteration 45Q: 3 clusters Score -1301236 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1301282.625000 Penalty: 4688.167969
	Iteration 46Q: 3 clusters Score -1301283 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1301325.500000 Penalty: 4688.167969
	Iteration 47Q: 3 clusters Score -1301326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1301363.000000 Penalty: 4688.167969
	Iteration 48Q: 3 clusters Score -1301363 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1301391.500000 Penalty: 4688.167969
	Iteration 49Q: 3 clusters Score -1301392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1301412.750000 Penalty: 4688.167969
	Iteration 50Q: 3 clusters Score -1301413 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1301428.625000 Penalty: 4688.167969
	Iteration 51Q: 3 clusters Score -1301429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1301442.250000 Penalty: 4688.167969
	Iteration 52Q: 3 clusters Score -1301442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1301450.500000 Penalty: 4688.167969
	Iteration 53Q: 3 clusters Score -1301450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1301455.750000 Penalty: 4688.167969
	Iteration 54Q: 3 clusters Score -1301456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1301471.625000 Penalty: 4688.167969
	Iteration 55Q: 3 clusters Score -1301472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1301486.750000 Penalty: 4688.167969
	Iteration 56Q: 3 clusters Score -1301487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1301496.875000 Penalty: 4688.167969
	Iteration 57Q: 3 clusters Score -1301497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1301501.625000 Penalty: 4688.167969
	Iteration 58Q: 3 clusters Score -1301502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1301507.500000 Penalty: 4688.167969
	Iteration 59Q: 3 clusters Score -1301508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1301524.250000 Penalty: 4688.167969
	Iteration 60F: 3 clusters Score -1301524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1301525.625000 Penalty: 4688.167969
	Iteration 61Q: 3 clusters Score -1301526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1301530.875000 Penalty: 4688.167969
	Iteration 62Q: 3 clusters Score -1301531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1301530.875000 Penalty: 4688.167969
	Iteration 63Q: 3 clusters Score -1301531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1301531.875000 Penalty: 4688.167969
	Iteration 64Q: 3 clusters Score -1301532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1301533.625000 Penalty: 4688.167969
	Iteration 65Q: 3 clusters Score -1301534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1301541.500000 Penalty: 4688.167969
	Iteration 66Q: 3 clusters Score -1301542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1301547.000000 Penalty: 4688.167969
	Iteration 67Q: 3 clusters Score -1301547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1301547.375000 Penalty: 4688.167969
	Iteration 68Q: 3 clusters Score -1301547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1301546.250000 Penalty: 4688.167969
	Iteration 69Q: 3 clusters Score -1301546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1301550.000000 Penalty: 4688.167969
	Iteration 70Q: 3 clusters Score -1301550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1301554.375000 Penalty: 4688.167969
	Iteration 71Q: 3 clusters Score -1301554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1301554.500000 Penalty: 4688.167969
	Iteration 72Q: 3 clusters Score -1301554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1301553.375000 Penalty: 4688.167969
	Iteration 73Q: 3 clusters Score -1301553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1301553.375000 Penalty: 4688.167969
	Iteration 74F: 3 clusters Score -1301553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -924698.125000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -924698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -917999.687500 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -917999.7 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -919907.437500 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -919907.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -920239.687500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -920239.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -920489.187500 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -920489.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -920717.687500 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -920717.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -920960.187500 Penalty: 4484.969238
	Iteration 5F: 3 clusters Score -920960.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -921250.312500 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -921250.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -921591.312500 Penalty: 4484.969238
	Iteration 7F: 3 clusters Score -921591.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -921924.312500 Penalty: 4484.969238
	Iteration 8F: 3 clusters Score -921924.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -922242.375000 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -922242.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -922556.125000 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -922556.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -922793.812500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -922793.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -922947.250000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -922947.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -923061.625000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -923061.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -923144.750000 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -923144.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -923206.062500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -923206.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -923248.187500 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -923248.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -923294.000000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -923294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -923328.875000 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -923328.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -923359.062500 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -923359.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -923383.562500 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -923383.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -923394.250000 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -923394.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -923408.312500 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -923408.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -923423.812500 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -923423.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -923434.375000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -923434.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -923448.750000 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -923448.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -923456.000000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -923456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -923463.750000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -923463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -923466.125000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -923466.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -923471.250000 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -923471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -923475.562500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -923475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -923481.000000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -923481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -923485.375000 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -923485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -923489.625000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -923489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -923491.250000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -923491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -923493.562500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -923493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -923494.125000 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -923494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -923493.125000 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -923493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -923494.125000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -923494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -923494.125000 Penalty: 4484.969238
	Iteration 39F: 3 clusters Score -923494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Entering Unmasked Estep 
Score: -6902896.500000 Penalty: 2720.766602
	Iteration 0F: 2 clusters Score -6902896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -6863770.000000 Penalty: 5441.533203
	Iteration 0F: 3 clusters Score -6863770 nChanged 27037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -6878975.500000 Penalty: 5441.533203
	Iteration 1F: 3 clusters Score -6878976 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6879992.500000 Penalty: 5441.533203
	Iteration 2Q: 3 clusters Score -6879992 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -6881447.000000 Penalty: 5441.533203
	Iteration 3F: 3 clusters Score -6881447 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -6883273.000000 Penalty: 5441.533203
	Iteration 4F: 3 clusters Score -6883273 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -6885500.500000 Penalty: 5441.533203
	Iteration 5F: 3 clusters Score -6885500 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -6887914.000000 Penalty: 5441.533203
	Iteration 6F: 3 clusters Score -6887914 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -6890187.000000 Penalty: 5441.533203
	Iteration 7F: 3 clusters Score -6890187 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -6892047.000000 Penalty: 5441.533203
	Iteration 8F: 3 clusters Score -6892047 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -6893420.000000 Penalty: 5441.533203
	Iteration 9Q: 3 clusters Score -6893420 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6894556.000000 Penalty: 5441.533203
	Iteration 10Q: 3 clusters Score -6894556 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6895678.500000 Penalty: 5441.533203
	Iteration 11Q: 3 clusters Score -6895678 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -6896727.000000 Penalty: 5441.533203
	Iteration 12Q: 3 clusters Score -6896727 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -6897646.500000 Penalty: 5441.533203
	Iteration 13Q: 3 clusters Score -6897646 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -6898407.500000 Penalty: 5441.533203
	Iteration 14Q: 3 clusters Score -6898408 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 55090 members 
Entering Unmasked Estep 
Score: -6899074.000000 Penalty: 5441.533203
	Iteration 15Q: 3 clusters Score -6899074 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -6899550.500000 Penalty: 5441.533203
	Iteration 16Q: 3 clusters Score -6899550 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -6899909.500000 Penalty: 5441.533203
	Iteration 17Q: 3 clusters Score -6899910 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -6900146.000000 Penalty: 5441.533203
	Iteration 18Q: 3 clusters Score -6900146 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 56982 members 
Entering Unmasked Estep 
Score: -6900305.500000 Penalty: 5441.533203
	Iteration 19Q: 3 clusters Score -6900306 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -6900408.000000 Penalty: 5441.533203
	Iteration 20F: 3 clusters Score -6900408 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -6900478.500000 Penalty: 5441.533203
	Iteration 21Q: 3 clusters Score -6900478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -6900518.000000 Penalty: 5441.533203
	Iteration 22Q: 3 clusters Score -6900518 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -6900538.000000 Penalty: 5441.533203
	Iteration 23Q: 3 clusters Score -6900538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -6900559.500000 Penalty: 5441.533203
	Iteration 24Q: 3 clusters Score -6900560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -6900572.000000 Penalty: 5441.533203
	Iteration 25Q: 3 clusters Score -6900572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -6900581.000000 Penalty: 5441.533203
	Iteration 26Q: 3 clusters Score -6900581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -6900574.000000 Penalty: 5441.533203
	Iteration 27Q: 3 clusters Score -6900574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -6900585.000000 Penalty: 5441.533203
	Iteration 28Q: 3 clusters Score -6900585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -6900592.500000 Penalty: 5441.533203
	Iteration 29Q: 3 clusters Score -6900592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -6900594.500000 Penalty: 5441.533203
	Iteration 30Q: 3 clusters Score -6900594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -6900605.000000 Penalty: 5441.533203
	Iteration 31Q: 3 clusters Score -6900605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -6900604.000000 Penalty: 5441.533203
	Iteration 32Q: 3 clusters Score -6900604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -6900611.000000 Penalty: 5441.533203
	Iteration 33Q: 3 clusters Score -6900611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -6900625.500000 Penalty: 5441.533203
	Iteration 34Q: 3 clusters Score -6900626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -6900622.500000 Penalty: 5441.533203
	Iteration 35Q: 3 clusters Score -6900622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 57464 members 
Entering Unmasked Estep 
Score: -6900632.500000 Penalty: 5441.533203
	Iteration 36Q: 3 clusters Score -6900632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -6900634.000000 Penalty: 5441.533203
	Iteration 37Q: 3 clusters Score -6900634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -6900640.000000 Penalty: 5441.533203
	Iteration 38Q: 3 clusters Score -6900640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 57483 members 
Entering Unmasked Estep 
Score: -6900643.000000 Penalty: 5441.533203
	Iteration 39Q: 3 clusters Score -6900643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -6900645.000000 Penalty: 5441.533203
	Iteration 40F: 3 clusters Score -6900645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -6900637.000000 Penalty: 5441.533203
	Iteration 41Q: 3 clusters Score -6900637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -6900650.000000 Penalty: 5441.533203
	Iteration 42Q: 3 clusters Score -6900650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -6900657.500000 Penalty: 5441.533203
	Iteration 43Q: 3 clusters Score -6900658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -6900664.000000 Penalty: 5441.533203
	Iteration 44Q: 3 clusters Score -6900664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -6900659.500000 Penalty: 5441.533203
	Iteration 45Q: 3 clusters Score -6900660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -6900659.500000 Penalty: 5441.533203
	Iteration 46F: 3 clusters Score -6900660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118504.328125 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118504.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -119116.945312 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -119116.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119448.867188 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119448.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -119671.375000 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -119671.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119850.648438 Penalty: 3504.967529
	Iteration 4F: 3 clusters Score -119850.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120069.875000 Penalty: 3504.967529
	Iteration 5F: 3 clusters Score -120069.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120285.859375 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -120285.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -120497.523438 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -120497.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -120588.476562 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -120588.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120635.570312 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -120635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120658.195312 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -120658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -120661.921875 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -120661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120667.640625 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -120667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -120675.562500 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -120675.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -120680.976562 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -120681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120683.085938 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -120683.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120683.085938 Penalty: 3504.967529
	Iteration 16F: 3 clusters Score -120683.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144111 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117756 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188290 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223942 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 475 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Mstep: Class 41 contains 697 members 
Entering Unmasked Estep 
Score: -225984368.000000 Penalty: 147590.875000
Splitting cluster 36 changes total score from -225986048.000000 to -225984368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31402.416016 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31402.42 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31520.207031 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31520.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31587.873047 Penalty: 2895.514160
	Iteration 2Q: 3 clusters Score -31587.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31625.441406 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31625.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31629.646484 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31629.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31640.513672 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31640.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31643.556641 Penalty: 2895.514160
	Iteration 6Q: 3 clusters Score -31643.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31647.201172 Penalty: 2895.514160
	Iteration 7Q: 3 clusters Score -31647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31650.787109 Penalty: 2895.514160
	Iteration 8Q: 3 clusters Score -31650.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31650.787109 Penalty: 2895.514160
	Iteration 9F: 3 clusters Score -31650.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Entering Unmasked Estep 
Score: -1326627.125000 Penalty: 2330.308594
	Iteration 0F: 2 clusters Score -1326627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1317682.875000 Penalty: 4660.617188
	Iteration 0F: 3 clusters Score -1317683 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1320950.000000 Penalty: 4660.617188
	Iteration 1F: 3 clusters Score -1320950 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1321739.375000 Penalty: 4660.617188
	Iteration 2F: 3 clusters Score -1321739 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1322351.125000 Penalty: 4660.617188
	Iteration 3F: 3 clusters Score -1322351 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1322889.000000 Penalty: 4660.617188
	Iteration 4F: 3 clusters Score -1322889 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1323431.750000 Penalty: 4660.617188
	Iteration 5F: 3 clusters Score -1323432 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1323890.750000 Penalty: 4660.617188
	Iteration 6F: 3 clusters Score -1323891 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1324260.875000 Penalty: 4660.617188
	Iteration 7Q: 3 clusters Score -1324261 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1324532.250000 Penalty: 4660.617188
	Iteration 8Q: 3 clusters Score -1324532 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1324733.250000 Penalty: 4660.617188
	Iteration 9Q: 3 clusters Score -1324733 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1324870.750000 Penalty: 4660.617188
	Iteration 10Q: 3 clusters Score -1324871 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1324970.750000 Penalty: 4660.617188
	Iteration 11Q: 3 clusters Score -1324971 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1325037.875000 Penalty: 4660.617188
	Iteration 12Q: 3 clusters Score -1325038 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1325088.125000 Penalty: 4660.617188
	Iteration 13Q: 3 clusters Score -1325088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1325133.750000 Penalty: 4660.617188
	Iteration 14Q: 3 clusters Score -1325134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1325167.125000 Penalty: 4660.617188
	Iteration 15Q: 3 clusters Score -1325167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1325192.875000 Penalty: 4660.617188
	Iteration 16Q: 3 clusters Score -1325193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1325211.250000 Penalty: 4660.617188
	Iteration 17Q: 3 clusters Score -1325211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1325230.125000 Penalty: 4660.617188
	Iteration 18Q: 3 clusters Score -1325230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1325236.875000 Penalty: 4660.617188
	Iteration 19Q: 3 clusters Score -1325237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1325244.625000 Penalty: 4660.617188
	Iteration 20F: 3 clusters Score -1325245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1325255.375000 Penalty: 4660.617188
	Iteration 21Q: 3 clusters Score -1325255 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1325267.375000 Penalty: 4660.617188
	Iteration 22Q: 3 clusters Score -1325267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1325270.125000 Penalty: 4660.617188
	Iteration 23Q: 3 clusters Score -1325270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1325274.500000 Penalty: 4660.617188
	Iteration 24Q: 3 clusters Score -1325274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1325277.250000 Penalty: 4660.617188
	Iteration 25Q: 3 clusters Score -1325277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1325279.500000 Penalty: 4660.617188
	Iteration 26Q: 3 clusters Score -1325280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1325280.000000 Penalty: 4660.617188
	Iteration 27Q: 3 clusters Score -1325280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1325281.125000 Penalty: 4660.617188
	Iteration 28Q: 3 clusters Score -1325281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1325281.250000 Penalty: 4660.617188
	Iteration 29Q: 3 clusters Score -1325281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1325282.125000 Penalty: 4660.617188
	Iteration 30Q: 3 clusters Score -1325282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1325282.625000 Penalty: 4660.617188
	Iteration 31Q: 3 clusters Score -1325283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1325284.375000 Penalty: 4660.617188
	Iteration 32Q: 3 clusters Score -1325284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1325284.375000 Penalty: 4660.617188
	Iteration 33F: 3 clusters Score -1325284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -150660.359375 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -150660.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -148424.390625 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -148424.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -148781.218750 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -148781.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -148904.046875 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -148904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -148992.640625 Penalty: 3589.224365
	Iteration 3F: 3 clusters Score -148992.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -149073.640625 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -149073.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149131.218750 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -149131.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -149159.921875 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -149159.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -149183.250000 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -149183.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -149203.062500 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -149203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -149220.234375 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -149220.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -149231.796875 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -149231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -149244.921875 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -149244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -149252.406250 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -149252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -149256.421875 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -149256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -149259.359375 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -149259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -149260.937500 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -149260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -149263.312500 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -149263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -149265.187500 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -149265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -149265.640625 Penalty: 3589.224365
	Iteration 18Q: 3 clusters Score -149265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -149270.109375 Penalty: 3589.224365
	Iteration 19Q: 3 clusters Score -149270.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -149271.609375 Penalty: 3589.224365
	Iteration 20F: 3 clusters Score -149271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Entering Unmasked Estep 
Score: -1544579.000000 Penalty: 2365.724609
	Iteration 0F: 2 clusters Score -1544579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1534508.250000 Penalty: 4731.449219
	Iteration 0F: 3 clusters Score -1534508 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1537608.125000 Penalty: 4731.449219
	Iteration 1F: 3 clusters Score -1537608 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1538045.375000 Penalty: 4731.449219
	Iteration 2F: 3 clusters Score -1538045 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1538413.875000 Penalty: 4731.449219
	Iteration 3F: 3 clusters Score -1538414 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1538723.875000 Penalty: 4731.449219
	Iteration 4F: 3 clusters Score -1538724 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1539029.750000 Penalty: 4731.449219
	Iteration 5Q: 3 clusters Score -1539030 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1539311.625000 Penalty: 4731.449219
	Iteration 6Q: 3 clusters Score -1539312 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1539636.500000 Penalty: 4731.449219
	Iteration 7Q: 3 clusters Score -1539636 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1540009.000000 Penalty: 4731.449219
	Iteration 8Q: 3 clusters Score -1540009 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1540451.375000 Penalty: 4731.449219
	Iteration 9Q: 3 clusters Score -1540451 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1540931.875000 Penalty: 4731.449219
	Iteration 10Q: 3 clusters Score -1540932 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1541371.125000 Penalty: 4731.449219
	Iteration 11Q: 3 clusters Score -1541371 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1541754.750000 Penalty: 4731.449219
	Iteration 12Q: 3 clusters Score -1541755 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1542042.125000 Penalty: 4731.449219
	Iteration 13Q: 3 clusters Score -1542042 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1542247.375000 Penalty: 4731.449219
	Iteration 14Q: 3 clusters Score -1542247 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1542369.250000 Penalty: 4731.449219
	Iteration 15Q: 3 clusters Score -1542369 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1542458.500000 Penalty: 4731.449219
	Iteration 16Q: 3 clusters Score -1542458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1542506.875000 Penalty: 4731.449219
	Iteration 17Q: 3 clusters Score -1542507 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1542540.125000 Penalty: 4731.449219
	Iteration 18Q: 3 clusters Score -1542540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1542571.875000 Penalty: 4731.449219
	Iteration 19Q: 3 clusters Score -1542572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1542590.125000 Penalty: 4731.449219
	Iteration 20F: 3 clusters Score -1542590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1542604.125000 Penalty: 4731.449219
	Iteration 21Q: 3 clusters Score -1542604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1542620.500000 Penalty: 4731.449219
	Iteration 22Q: 3 clusters Score -1542620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1542631.000000 Penalty: 4731.449219
	Iteration 23Q: 3 clusters Score -1542631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1542636.000000 Penalty: 4731.449219
	Iteration 24Q: 3 clusters Score -1542636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1542644.875000 Penalty: 4731.449219
	Iteration 25Q: 3 clusters Score -1542645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1542646.625000 Penalty: 4731.449219
	Iteration 26Q: 3 clusters Score -1542647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1542651.750000 Penalty: 4731.449219
	Iteration 27Q: 3 clusters Score -1542652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1542661.250000 Penalty: 4731.449219
	Iteration 28Q: 3 clusters Score -1542661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1542665.375000 Penalty: 4731.449219
	Iteration 29Q: 3 clusters Score -1542665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1542668.125000 Penalty: 4731.449219
	Iteration 30Q: 3 clusters Score -1542668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1542675.125000 Penalty: 4731.449219
	Iteration 31Q: 3 clusters Score -1542675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1542677.375000 Penalty: 4731.449219
	Iteration 32Q: 3 clusters Score -1542677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1542683.375000 Penalty: 4731.449219
	Iteration 33Q: 3 clusters Score -1542683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1542685.375000 Penalty: 4731.449219
	Iteration 34Q: 3 clusters Score -1542685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1542689.375000 Penalty: 4731.449219
	Iteration 35Q: 3 clusters Score -1542689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1542690.000000 Penalty: 4731.449219
	Iteration 36Q: 3 clusters Score -1542690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1542691.750000 Penalty: 4731.449219
	Iteration 37Q: 3 clusters Score -1542692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1542694.875000 Penalty: 4731.449219
	Iteration 38Q: 3 clusters Score -1542695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1542695.125000 Penalty: 4731.449219
	Iteration 39Q: 3 clusters Score -1542695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1542697.875000 Penalty: 4731.449219
	Iteration 40F: 3 clusters Score -1542698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1542699.125000 Penalty: 4731.449219
	Iteration 41Q: 3 clusters Score -1542699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1542704.250000 Penalty: 4731.449219
	Iteration 42Q: 3 clusters Score -1542704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1542712.625000 Penalty: 4731.449219
	Iteration 43Q: 3 clusters Score -1542713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1542715.250000 Penalty: 4731.449219
	Iteration 44Q: 3 clusters Score -1542715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1542719.250000 Penalty: 4731.449219
	Iteration 45Q: 3 clusters Score -1542719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1542716.125000 Penalty: 4731.449219
	Iteration 46Q: 3 clusters Score -1542716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1542719.750000 Penalty: 4731.449219
	Iteration 47Q: 3 clusters Score -1542720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1542722.125000 Penalty: 4731.449219
	Iteration 48Q: 3 clusters Score -1542722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1542722.625000 Penalty: 4731.449219
	Iteration 49Q: 3 clusters Score -1542723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1542723.125000 Penalty: 4731.449219
	Iteration 50Q: 3 clusters Score -1542723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1542724.875000 Penalty: 4731.449219
	Iteration 51Q: 3 clusters Score -1542725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1542723.500000 Penalty: 4731.449219
	Iteration 52Q: 3 clusters Score -1542724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1542723.250000 Penalty: 4731.449219
	Iteration 53Q: 3 clusters Score -1542723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1542726.375000 Penalty: 4731.449219
	Iteration 54Q: 3 clusters Score -1542726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1542728.375000 Penalty: 4731.449219
	Iteration 55Q: 3 clusters Score -1542728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1542730.125000 Penalty: 4731.449219
	Iteration 56Q: 3 clusters Score -1542730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1542733.750000 Penalty: 4731.449219
	Iteration 57Q: 3 clusters Score -1542734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1542732.250000 Penalty: 4731.449219
	Iteration 58Q: 3 clusters Score -1542732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1542732.125000 Penalty: 4731.449219
	Iteration 59Q: 3 clusters Score -1542732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1542729.375000 Penalty: 4731.449219
	Iteration 60F: 3 clusters Score -1542729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60667 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144111 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117756 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188290 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9746 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223942 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986048.000000 Penalty: 143991.093750
Iteration 439Q: 41 clusters Score -2.25986e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144111 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117755 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168366 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188291 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223942 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986064.000000 Penalty: 143991.093750
Iteration 440F: 41 clusters Score -2.259861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22022 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168367 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188291 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223942 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58153 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986112.000000 Penalty: 143991.093750
Iteration 441Q: 41 clusters Score -2.259861e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22023 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144113 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22023 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188290 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223941 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 442Q: 41 clusters Score -2.259861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22022 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22025 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188291 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986128.000000 Penalty: 143991.093750
Iteration 443Q: 41 clusters Score -2.259861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168369 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188292 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 444Q: 41 clusters Score -2.259861e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188293 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 445Q: 41 clusters Score -2.259861e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188293 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 143991.093750
Iteration 446F: 41 clusters Score -2.259861e+08 nChanged 0
Entering ConstructFrom: 
Score: -225986096.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (16076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Entering Unmasked Estep 
Score: -1824844.000000 Penalty: 2401.900391
	Iteration 0F: 2 clusters Score -1824844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1813329.625000 Penalty: 4803.800781
	Iteration 0F: 3 clusters Score -1813330 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1817149.750000 Penalty: 4803.800781
	Iteration 1F: 3 clusters Score -1817150 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1817761.750000 Penalty: 4803.800781
	Iteration 2F: 3 clusters Score -1817762 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1818471.125000 Penalty: 4803.800781
	Iteration 3F: 3 clusters Score -1818471 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1819308.125000 Penalty: 4803.800781
	Iteration 4F: 3 clusters Score -1819308 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1820214.625000 Penalty: 4803.800781
	Iteration 5F: 3 clusters Score -1820215 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1820977.125000 Penalty: 4803.800781
	Iteration 6F: 3 clusters Score -1820977 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1821509.750000 Penalty: 4803.800781
	Iteration 7F: 3 clusters Score -1821510 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1821877.125000 Penalty: 4803.800781
	Iteration 8Q: 3 clusters Score -1821877 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1822160.125000 Penalty: 4803.800781
	Iteration 9Q: 3 clusters Score -1822160 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1822437.875000 Penalty: 4803.800781
	Iteration 10Q: 3 clusters Score -1822438 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1822668.625000 Penalty: 4803.800781
	Iteration 11Q: 3 clusters Score -1822669 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1822900.000000 Penalty: 4803.800781
	Iteration 12Q: 3 clusters Score -1822900 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1823090.250000 Penalty: 4803.800781
	Iteration 13Q: 3 clusters Score -1823090 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1823246.125000 Penalty: 4803.800781
	Iteration 14Q: 3 clusters Score -1823246 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1823355.625000 Penalty: 4803.800781
	Iteration 15Q: 3 clusters Score -1823356 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1823429.125000 Penalty: 4803.800781
	Iteration 16Q: 3 clusters Score -1823429 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1823479.500000 Penalty: 4803.800781
	Iteration 17Q: 3 clusters Score -1823480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1823511.375000 Penalty: 4803.800781
	Iteration 18Q: 3 clusters Score -1823511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1823532.625000 Penalty: 4803.800781
	Iteration 19Q: 3 clusters Score -1823533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1823546.250000 Penalty: 4803.800781
	Iteration 20F: 3 clusters Score -1823546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1823557.625000 Penalty: 4803.800781
	Iteration 21Q: 3 clusters Score -1823558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1823567.125000 Penalty: 4803.800781
	Iteration 22Q: 3 clusters Score -1823567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1823565.875000 Penalty: 4803.800781
	Iteration 23Q: 3 clusters Score -1823566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1823578.250000 Penalty: 4803.800781
	Iteration 24Q: 3 clusters Score -1823578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1823580.000000 Penalty: 4803.800781
	Iteration 25Q: 3 clusters Score -1823580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1823588.625000 Penalty: 4803.800781
	Iteration 26Q: 3 clusters Score -1823589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1823586.500000 Penalty: 4803.800781
	Iteration 27Q: 3 clusters Score -1823586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1823591.750000 Penalty: 4803.800781
	Iteration 28Q: 3 clusters Score -1823592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1823593.500000 Penalty: 4803.800781
	Iteration 29Q: 3 clusters Score -1823594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1823597.500000 Penalty: 4803.800781
	Iteration 30Q: 3 clusters Score -1823598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1823596.500000 Penalty: 4803.800781
	Iteration 31Q: 3 clusters Score -1823596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1823595.375000 Penalty: 4803.800781
	Iteration 32Q: 3 clusters Score -1823595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1823596.625000 Penalty: 4803.800781
	Iteration 33Q: 3 clusters Score -1823597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1823601.500000 Penalty: 4803.800781
	Iteration 34Q: 3 clusters Score -1823602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1823600.750000 Penalty: 4803.800781
	Iteration 35Q: 3 clusters Score -1823601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1823602.125000 Penalty: 4803.800781
	Iteration 36Q: 3 clusters Score -1823602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1823602.750000 Penalty: 4803.800781
	Iteration 37Q: 3 clusters Score -1823603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1823602.750000 Penalty: 4803.800781
	Iteration 38F: 3 clusters Score -1823603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Entering Unmasked Estep 
Score: -7035582.000000 Penalty: 2731.258301
	Iteration 0F: 2 clusters Score -7035582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -6994729.000000 Penalty: 5462.516602
	Iteration 0F: 3 clusters Score -6994729 nChanged 28227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -7010651.500000 Penalty: 5462.516602
	Iteration 1F: 3 clusters Score -7010652 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7011387.000000 Penalty: 5462.516602
	Iteration 2Q: 3 clusters Score -7011387 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -7012151.000000 Penalty: 5462.516602
	Iteration 3Q: 3 clusters Score -7012151 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -7013075.000000 Penalty: 5462.516602
	Iteration 4Q: 3 clusters Score -7013075 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -7014264.500000 Penalty: 5462.516602
	Iteration 5Q: 3 clusters Score -7014264 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -7015938.000000 Penalty: 5462.516602
	Iteration 6Q: 3 clusters Score -7015938 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -7018263.000000 Penalty: 5462.516602
	Iteration 7F: 3 clusters Score -7018263 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -7021063.500000 Penalty: 5462.516602
	Iteration 8F: 3 clusters Score -7021064 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -7024058.000000 Penalty: 5462.516602
	Iteration 9F: 3 clusters Score -7024058 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -7026748.500000 Penalty: 5462.516602
	Iteration 10F: 3 clusters Score -7026748 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -7028872.000000 Penalty: 5462.516602
	Iteration 11Q: 3 clusters Score -7028872 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -7030497.000000 Penalty: 5462.516602
	Iteration 12Q: 3 clusters Score -7030497 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7031573.500000 Penalty: 5462.516602
	Iteration 13Q: 3 clusters Score -7031574 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -7032255.500000 Penalty: 5462.516602
	Iteration 14Q: 3 clusters Score -7032256 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 57276 members 
Entering Unmasked Estep 
Score: -7032641.000000 Penalty: 5462.516602
	Iteration 15Q: 3 clusters Score -7032641 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -7032892.000000 Penalty: 5462.516602
	Iteration 16Q: 3 clusters Score -7032892 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -7033078.500000 Penalty: 5462.516602
	Iteration 17Q: 3 clusters Score -7033078 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -7033210.500000 Penalty: 5462.516602
	Iteration 18Q: 3 clusters Score -7033210 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -7033297.000000 Penalty: 5462.516602
	Iteration 19Q: 3 clusters Score -7033297 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -7033336.000000 Penalty: 5462.516602
	Iteration 20F: 3 clusters Score -7033336 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -7033381.000000 Penalty: 5462.516602
	Iteration 21Q: 3 clusters Score -7033381 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -7033394.500000 Penalty: 5462.516602
	Iteration 22Q: 3 clusters Score -7033394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -7033414.500000 Penalty: 5462.516602
	Iteration 23Q: 3 clusters Score -7033414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -7033436.000000 Penalty: 5462.516602
	Iteration 24Q: 3 clusters Score -7033436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -7033467.500000 Penalty: 5462.516602
	Iteration 25Q: 3 clusters Score -7033468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -7033490.500000 Penalty: 5462.516602
	Iteration 26Q: 3 clusters Score -7033490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -7033512.500000 Penalty: 5462.516602
	Iteration 27Q: 3 clusters Score -7033512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -7033505.500000 Penalty: 5462.516602
	Iteration 28Q: 3 clusters Score -7033506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -7033505.000000 Penalty: 5462.516602
	Iteration 29Q: 3 clusters Score -7033505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -7033516.000000 Penalty: 5462.516602
	Iteration 30Q: 3 clusters Score -7033516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -7033529.000000 Penalty: 5462.516602
	Iteration 31Q: 3 clusters Score -7033529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -7033541.000000 Penalty: 5462.516602
	Iteration 32Q: 3 clusters Score -7033541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -7033548.000000 Penalty: 5462.516602
	Iteration 33Q: 3 clusters Score -7033548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59106 members 
Entering Unmasked Estep 
Score: -7033552.000000 Penalty: 5462.516602
	Iteration 34Q: 3 clusters Score -7033552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -7033557.500000 Penalty: 5462.516602
	Iteration 35Q: 3 clusters Score -7033558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -7033570.500000 Penalty: 5462.516602
	Iteration 36Q: 3 clusters Score -7033570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7033564.000000 Penalty: 5462.516602
	Iteration 37Q: 3 clusters Score -7033564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -7033572.000000 Penalty: 5462.516602
	Iteration 38Q: 3 clusters Score -7033572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -7033572.000000 Penalty: 5462.516602
	Iteration 39F: 3 clusters Score -7033572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -1440063.250000 Penalty: 2360.274658
	Iteration 0F: 2 clusters Score -1440063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1430058.625000 Penalty: 4720.549316
	Iteration 0F: 3 clusters Score -1430059 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1433363.750000 Penalty: 4720.549316
	Iteration 1F: 3 clusters Score -1433364 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1433980.250000 Penalty: 4720.549316
	Iteration 2F: 3 clusters Score -1433980 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1434543.125000 Penalty: 4720.549316
	Iteration 3F: 3 clusters Score -1434543 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1435118.625000 Penalty: 4720.549316
	Iteration 4F: 3 clusters Score -1435119 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1435705.750000 Penalty: 4720.549316
	Iteration 5F: 3 clusters Score -1435706 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1436215.250000 Penalty: 4720.549316
	Iteration 6F: 3 clusters Score -1436215 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1436672.250000 Penalty: 4720.549316
	Iteration 7Q: 3 clusters Score -1436672 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1437023.500000 Penalty: 4720.549316
	Iteration 8Q: 3 clusters Score -1437024 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1437216.000000 Penalty: 4720.549316
	Iteration 9Q: 3 clusters Score -1437216 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1437341.875000 Penalty: 4720.549316
	Iteration 10Q: 3 clusters Score -1437342 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1437430.375000 Penalty: 4720.549316
	Iteration 11Q: 3 clusters Score -1437430 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1437477.625000 Penalty: 4720.549316
	Iteration 12Q: 3 clusters Score -1437478 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1437515.250000 Penalty: 4720.549316
	Iteration 13Q: 3 clusters Score -1437515 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1437552.375000 Penalty: 4720.549316
	Iteration 14Q: 3 clusters Score -1437552 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1437568.125000 Penalty: 4720.549316
	Iteration 15Q: 3 clusters Score -1437568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1437585.750000 Penalty: 4720.549316
	Iteration 16Q: 3 clusters Score -1437586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1437602.000000 Penalty: 4720.549316
	Iteration 17Q: 3 clusters Score -1437602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1437621.375000 Penalty: 4720.549316
	Iteration 18Q: 3 clusters Score -1437621 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1437634.875000 Penalty: 4720.549316
	Iteration 19Q: 3 clusters Score -1437635 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1437644.625000 Penalty: 4720.549316
	Iteration 20F: 3 clusters Score -1437645 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1437657.375000 Penalty: 4720.549316
	Iteration 21Q: 3 clusters Score -1437657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1437661.125000 Penalty: 4720.549316
	Iteration 22Q: 3 clusters Score -1437661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1437668.000000 Penalty: 4720.549316
	Iteration 23Q: 3 clusters Score -1437668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1437678.625000 Penalty: 4720.549316
	Iteration 24Q: 3 clusters Score -1437679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1437684.625000 Penalty: 4720.549316
	Iteration 25Q: 3 clusters Score -1437685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1437688.625000 Penalty: 4720.549316
	Iteration 26Q: 3 clusters Score -1437689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1437695.625000 Penalty: 4720.549316
	Iteration 27Q: 3 clusters Score -1437696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1437706.000000 Penalty: 4720.549316
	Iteration 28Q: 3 clusters Score -1437706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1437711.875000 Penalty: 4720.549316
	Iteration 29Q: 3 clusters Score -1437712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1437724.875000 Penalty: 4720.549316
	Iteration 30Q: 3 clusters Score -1437725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1437732.375000 Penalty: 4720.549316
	Iteration 31Q: 3 clusters Score -1437732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1437739.000000 Penalty: 4720.549316
	Iteration 32Q: 3 clusters Score -1437739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1437744.000000 Penalty: 4720.549316
	Iteration 33Q: 3 clusters Score -1437744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1437745.500000 Penalty: 4720.549316
	Iteration 34Q: 3 clusters Score -1437746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1437750.000000 Penalty: 4720.549316
	Iteration 35Q: 3 clusters Score -1437750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1437751.375000 Penalty: 4720.549316
	Iteration 36Q: 3 clusters Score -1437751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1437754.000000 Penalty: 4720.549316
	Iteration 37Q: 3 clusters Score -1437754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1437758.875000 Penalty: 4720.549316
	Iteration 38Q: 3 clusters Score -1437759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1437759.625000 Penalty: 4720.549316
	Iteration 39Q: 3 clusters Score -1437760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1437759.875000 Penalty: 4720.549316
	Iteration 40F: 3 clusters Score -1437760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1437759.875000 Penalty: 4720.549316
	Iteration 41Q: 3 clusters Score -1437760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1437758.250000 Penalty: 4720.549316
	Iteration 42Q: 3 clusters Score -1437758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1437758.750000 Penalty: 4720.549316
	Iteration 43Q: 3 clusters Score -1437759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1437758.500000 Penalty: 4720.549316
	Iteration 44Q: 3 clusters Score -1437758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1437757.125000 Penalty: 4720.549316
	Iteration 45Q: 3 clusters Score -1437757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1437759.000000 Penalty: 4720.549316
	Iteration 46Q: 3 clusters Score -1437759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1437758.250000 Penalty: 4720.549316
	Iteration 47Q: 3 clusters Score -1437758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1437758.500000 Penalty: 4720.549316
	Iteration 48Q: 3 clusters Score -1437758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1437757.000000 Penalty: 4720.549316
	Iteration 49Q: 3 clusters Score -1437757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1437757.125000 Penalty: 4720.549316
	Iteration 50Q: 3 clusters Score -1437757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1437757.625000 Penalty: 4720.549316
	Iteration 51Q: 3 clusters Score -1437758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1437757.250000 Penalty: 4720.549316
	Iteration 52Q: 3 clusters Score -1437757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1437761.125000 Penalty: 4720.549316
	Iteration 53Q: 3 clusters Score -1437761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1437762.250000 Penalty: 4720.549316
	Iteration 54Q: 3 clusters Score -1437762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1437763.875000 Penalty: 4720.549316
	Iteration 55Q: 3 clusters Score -1437764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1437763.875000 Penalty: 4720.549316
	Iteration 56F: 3 clusters Score -1437764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Entering Unmasked Estep 
Score: -4803842.500000 Penalty: 2637.047363
	Iteration 0F: 2 clusters Score -4803842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4775733.000000 Penalty: 5274.094727
	Iteration 0F: 3 clusters Score -4775733 nChanged 19031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -4786431.500000 Penalty: 5274.094727
	Iteration 1F: 3 clusters Score -4786432 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4786998.000000 Penalty: 5274.094727
	Iteration 2Q: 3 clusters Score -4786998 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4787549.500000 Penalty: 5274.094727
	Iteration 3Q: 3 clusters Score -4787550 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4788011.000000 Penalty: 5274.094727
	Iteration 4Q: 3 clusters Score -4788011 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4788421.500000 Penalty: 5274.094727
	Iteration 5Q: 3 clusters Score -4788422 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -4788866.000000 Penalty: 5274.094727
	Iteration 6Q: 3 clusters Score -4788866 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4789374.500000 Penalty: 5274.094727
	Iteration 7Q: 3 clusters Score -4789374 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4790063.500000 Penalty: 5274.094727
	Iteration 8Q: 3 clusters Score -4790064 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4791079.500000 Penalty: 5274.094727
	Iteration 9Q: 3 clusters Score -4791080 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -4792650.500000 Penalty: 5274.094727
	Iteration 10F: 3 clusters Score -4792650 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -4794512.500000 Penalty: 5274.094727
	Iteration 11F: 3 clusters Score -4794512 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4796706.500000 Penalty: 5274.094727
	Iteration 12F: 3 clusters Score -4796706 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4798693.500000 Penalty: 5274.094727
	Iteration 13F: 3 clusters Score -4798694 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4799977.000000 Penalty: 5274.094727
	Iteration 14Q: 3 clusters Score -4799977 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4800748.500000 Penalty: 5274.094727
	Iteration 15Q: 3 clusters Score -4800748 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4801167.000000 Penalty: 5274.094727
	Iteration 16Q: 3 clusters Score -4801167 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4801378.500000 Penalty: 5274.094727
	Iteration 17Q: 3 clusters Score -4801378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4801479.500000 Penalty: 5274.094727
	Iteration 18Q: 3 clusters Score -4801480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4801559.500000 Penalty: 5274.094727
	Iteration 19Q: 3 clusters Score -4801560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4801590.500000 Penalty: 5274.094727
	Iteration 20F: 3 clusters Score -4801590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4801607.500000 Penalty: 5274.094727
	Iteration 21Q: 3 clusters Score -4801608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4801620.500000 Penalty: 5274.094727
	Iteration 22Q: 3 clusters Score -4801620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4801625.000000 Penalty: 5274.094727
	Iteration 23Q: 3 clusters Score -4801625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4801632.000000 Penalty: 5274.094727
	Iteration 24Q: 3 clusters Score -4801632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4801637.500000 Penalty: 5274.094727
	Iteration 25Q: 3 clusters Score -4801638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4801647.500000 Penalty: 5274.094727
	Iteration 26Q: 3 clusters Score -4801648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4801656.000000 Penalty: 5274.094727
	Iteration 27Q: 3 clusters Score -4801656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4801660.000000 Penalty: 5274.094727
	Iteration 28Q: 3 clusters Score -4801660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4801664.000000 Penalty: 5274.094727
	Iteration 29Q: 3 clusters Score -4801664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4801660.500000 Penalty: 5274.094727
	Iteration 30Q: 3 clusters Score -4801660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4801667.500000 Penalty: 5274.094727
	Iteration 31Q: 3 clusters Score -4801668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4801663.500000 Penalty: 5274.094727
	Iteration 32Q: 3 clusters Score -4801664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4801664.500000 Penalty: 5274.094727
	Iteration 33Q: 3 clusters Score -4801664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4801668.000000 Penalty: 5274.094727
	Iteration 34Q: 3 clusters Score -4801668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4801668.000000 Penalty: 5274.094727
	Iteration 35Q: 3 clusters Score -4801668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4801676.000000 Penalty: 5274.094727
	Iteration 36Q: 3 clusters Score -4801676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4801676.500000 Penalty: 5274.094727
	Iteration 37Q: 3 clusters Score -4801676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4801678.000000 Penalty: 5274.094727
	Iteration 38Q: 3 clusters Score -4801678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4801677.500000 Penalty: 5274.094727
	Iteration 39Q: 3 clusters Score -4801678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4801680.500000 Penalty: 5274.094727
	Iteration 40F: 3 clusters Score -4801680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4801683.500000 Penalty: 5274.094727
	Iteration 41Q: 3 clusters Score -4801684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4801690.000000 Penalty: 5274.094727
	Iteration 42Q: 3 clusters Score -4801690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4801688.500000 Penalty: 5274.094727
	Iteration 43Q: 3 clusters Score -4801688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4801690.000000 Penalty: 5274.094727
	Iteration 44Q: 3 clusters Score -4801690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4801693.500000 Penalty: 5274.094727
	Iteration 45Q: 3 clusters Score -4801694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4801699.500000 Penalty: 5274.094727
	Iteration 46Q: 3 clusters Score -4801700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4801699.500000 Penalty: 5274.094727
	Iteration 47F: 3 clusters Score -4801700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Entering Unmasked Estep 
Score: -2654535.500000 Penalty: 2495.107910
	Iteration 0F: 2 clusters Score -2654536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2638246.500000 Penalty: 4990.215820
	Iteration 0F: 3 clusters Score -2638246 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2643745.000000 Penalty: 4990.215820
	Iteration 1F: 3 clusters Score -2643745 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2644186.500000 Penalty: 4990.215820
	Iteration 2F: 3 clusters Score -2644186 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2644580.750000 Penalty: 4990.215820
	Iteration 3Q: 3 clusters Score -2644581 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2644900.500000 Penalty: 4990.215820
	Iteration 4Q: 3 clusters Score -2644900 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2645196.500000 Penalty: 4990.215820
	Iteration 5Q: 3 clusters Score -2645196 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2645507.750000 Penalty: 4990.215820
	Iteration 6Q: 3 clusters Score -2645508 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2645889.500000 Penalty: 4990.215820
	Iteration 7Q: 3 clusters Score -2645890 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2646392.500000 Penalty: 4990.215820
	Iteration 8Q: 3 clusters Score -2646392 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2647061.500000 Penalty: 4990.215820
	Iteration 9F: 3 clusters Score -2647062 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2647861.000000 Penalty: 4990.215820
	Iteration 10F: 3 clusters Score -2647861 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2648783.250000 Penalty: 4990.215820
	Iteration 11F: 3 clusters Score -2648783 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2649738.500000 Penalty: 4990.215820
	Iteration 12F: 3 clusters Score -2649738 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2650626.000000 Penalty: 4990.215820
	Iteration 13Q: 3 clusters Score -2650626 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2651282.500000 Penalty: 4990.215820
	Iteration 14Q: 3 clusters Score -2651282 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2651725.500000 Penalty: 4990.215820
	Iteration 15Q: 3 clusters Score -2651726 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2652006.000000 Penalty: 4990.215820
	Iteration 16Q: 3 clusters Score -2652006 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -2652166.500000 Penalty: 4990.215820
	Iteration 17Q: 3 clusters Score -2652166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2652264.500000 Penalty: 4990.215820
	Iteration 18Q: 3 clusters Score -2652264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -2652331.000000 Penalty: 4990.215820
	Iteration 19Q: 3 clusters Score -2652331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -2652357.500000 Penalty: 4990.215820
	Iteration 20F: 3 clusters Score -2652358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2652377.750000 Penalty: 4990.215820
	Iteration 21Q: 3 clusters Score -2652378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -2652394.000000 Penalty: 4990.215820
	Iteration 22Q: 3 clusters Score -2652394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2652410.750000 Penalty: 4990.215820
	Iteration 23Q: 3 clusters Score -2652411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2652423.250000 Penalty: 4990.215820
	Iteration 24Q: 3 clusters Score -2652423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2652425.500000 Penalty: 4990.215820
	Iteration 25Q: 3 clusters Score -2652426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2652425.750000 Penalty: 4990.215820
	Iteration 26Q: 3 clusters Score -2652426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -2652425.750000 Penalty: 4990.215820
	Iteration 27F: 3 clusters Score -2652426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (178921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178921 members 
Entering Unmasked Estep 
Score: -21139406.000000 Penalty: 2999.485596
	Iteration 0F: 2 clusters Score -2.113941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -21023986.000000 Penalty: 5998.971191
	Iteration 0F: 3 clusters Score -2.102399e+07 nChanged 85794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -21074294.000000 Penalty: 5998.971191
	Iteration 1F: 3 clusters Score -2.107429e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -21075650.000000 Penalty: 5998.971191
	Iteration 2Q: 3 clusters Score -2.107565e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -21077656.000000 Penalty: 5998.971191
	Iteration 3Q: 3 clusters Score -2.107766e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 104730 members 
Entering Unmasked Estep 
Score: -21081010.000000 Penalty: 5998.971191
	Iteration 4Q: 3 clusters Score -2.108101e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -21086580.000000 Penalty: 5998.971191
	Iteration 5Q: 3 clusters Score -2.108658e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 121997 members 
Entering Unmasked Estep 
Score: -21094478.000000 Penalty: 5998.971191
	Iteration 6F: 3 clusters Score -2.109448e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 133026 members 
Entering Unmasked Estep 
Score: -21104212.000000 Penalty: 5998.971191
	Iteration 7F: 3 clusters Score -2.110421e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 143868 members 
Entering Unmasked Estep 
Score: -21114250.000000 Penalty: 5998.971191
	Iteration 8F: 3 clusters Score -2.111425e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 153149 members 
Entering Unmasked Estep 
Score: -21122850.000000 Penalty: 5998.971191
	Iteration 9F: 3 clusters Score -2.112285e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 160457 members 
Entering Unmasked Estep 
Score: -21128866.000000 Penalty: 5998.971191
	Iteration 10Q: 3 clusters Score -2.112887e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 165729 members 
Entering Unmasked Estep 
Score: -21132314.000000 Penalty: 5998.971191
	Iteration 11Q: 3 clusters Score -2.113231e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -21133976.000000 Penalty: 5998.971191
	Iteration 12Q: 3 clusters Score -2.113398e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -21135110.000000 Penalty: 5998.971191
	Iteration 13Q: 3 clusters Score -2.113511e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -21135876.000000 Penalty: 5998.971191
	Iteration 14Q: 3 clusters Score -2.113588e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 174523 members 
Entering Unmasked Estep 
Score: -21136398.000000 Penalty: 5998.971191
	Iteration 15Q: 3 clusters Score -2.11364e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -21136732.000000 Penalty: 5998.971191
	Iteration 16Q: 3 clusters Score -2.113673e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -21136908.000000 Penalty: 5998.971191
	Iteration 17Q: 3 clusters Score -2.113691e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 176042 members 
Entering Unmasked Estep 
Score: -21137114.000000 Penalty: 5998.971191
	Iteration 18Q: 3 clusters Score -2.113711e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 176294 members 
Entering Unmasked Estep 
Score: -21137218.000000 Penalty: 5998.971191
	Iteration 19Q: 3 clusters Score -2.113722e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 176473 members 
Entering Unmasked Estep 
Score: -21137254.000000 Penalty: 5998.971191
	Iteration 20F: 3 clusters Score -2.113725e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 176618 members 
Entering Unmasked Estep 
Score: -21137334.000000 Penalty: 5998.971191
	Iteration 21Q: 3 clusters Score -2.113733e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -21137394.000000 Penalty: 5998.971191
	Iteration 22Q: 3 clusters Score -2.113739e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -21137460.000000 Penalty: 5998.971191
	Iteration 23Q: 3 clusters Score -2.113746e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 176844 members 
Entering Unmasked Estep 
Score: -21137550.000000 Penalty: 5998.971191
	Iteration 24Q: 3 clusters Score -2.113755e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 176886 members 
Entering Unmasked Estep 
Score: -21137558.000000 Penalty: 5998.971191
	Iteration 25Q: 3 clusters Score -2.113756e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 176937 members 
Entering Unmasked Estep 
Score: -21137586.000000 Penalty: 5998.971191
	Iteration 26Q: 3 clusters Score -2.113759e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 176966 members 
Entering Unmasked Estep 
Score: -21137600.000000 Penalty: 5998.971191
	Iteration 27Q: 3 clusters Score -2.11376e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 176982 members 
Entering Unmasked Estep 
Score: -21137650.000000 Penalty: 5998.971191
	Iteration 28Q: 3 clusters Score -2.113765e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 176992 members 
Entering Unmasked Estep 
Score: -21137660.000000 Penalty: 5998.971191
	Iteration 29Q: 3 clusters Score -2.113766e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 177005 members 
Entering Unmasked Estep 
Score: -21137682.000000 Penalty: 5998.971191
	Iteration 30Q: 3 clusters Score -2.113768e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 177025 members 
Entering Unmasked Estep 
Score: -21137698.000000 Penalty: 5998.971191
	Iteration 31Q: 3 clusters Score -2.11377e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 177040 members 
Entering Unmasked Estep 
Score: -21137714.000000 Penalty: 5998.971191
	Iteration 32Q: 3 clusters Score -2.113771e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 177053 members 
Entering Unmasked Estep 
Score: -21137732.000000 Penalty: 5998.971191
	Iteration 33Q: 3 clusters Score -2.113773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -21137760.000000 Penalty: 5998.971191
	Iteration 34Q: 3 clusters Score -2.113776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 177068 members 
Entering Unmasked Estep 
Score: -21137754.000000 Penalty: 5998.971191
	Iteration 35Q: 3 clusters Score -2.113775e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 177070 members 
Entering Unmasked Estep 
Score: -21137752.000000 Penalty: 5998.971191
	Iteration 36Q: 3 clusters Score -2.113775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -21137760.000000 Penalty: 5998.971191
	Iteration 37Q: 3 clusters Score -2.113776e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -21137746.000000 Penalty: 5998.971191
	Iteration 38Q: 3 clusters Score -2.113775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -21137750.000000 Penalty: 5998.971191
	Iteration 39Q: 3 clusters Score -2.113775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -21137764.000000 Penalty: 5998.971191
	Iteration 40F: 3 clusters Score -2.113776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -21137768.000000 Penalty: 5998.971191
	Iteration 41Q: 3 clusters Score -2.113777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 177075 members 
Entering Unmasked Estep 
Score: -21137758.000000 Penalty: 5998.971191
	Iteration 42Q: 3 clusters Score -2.113776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 177077 members 
Entering Unmasked Estep 
Score: -21137776.000000 Penalty: 5998.971191
	Iteration 43Q: 3 clusters Score -2.113778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -21137772.000000 Penalty: 5998.971191
	Iteration 44Q: 3 clusters Score -2.113777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 177073 members 
Entering Unmasked Estep 
Score: -21137790.000000 Penalty: 5998.971191
	Iteration 45Q: 3 clusters Score -2.113779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 177079 members 
Entering Unmasked Estep 
Score: -21137786.000000 Penalty: 5998.971191
	Iteration 46Q: 3 clusters Score -2.113779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 177078 members 
Entering Unmasked Estep 
Score: -21137770.000000 Penalty: 5998.971191
	Iteration 47Q: 3 clusters Score -2.113777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 177080 members 
Entering Unmasked Estep 
Score: -21137782.000000 Penalty: 5998.971191
	Iteration 48Q: 3 clusters Score -2.113778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -21137782.000000 Penalty: 5998.971191
	Iteration 49Q: 3 clusters Score -2.113778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 177089 members 
Entering Unmasked Estep 
Score: -21137772.000000 Penalty: 5998.971191
	Iteration 50Q: 3 clusters Score -2.113777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -21137792.000000 Penalty: 5998.971191
	Iteration 51Q: 3 clusters Score -2.113779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 177102 members 
Entering Unmasked Estep 
Score: -21137794.000000 Penalty: 5998.971191
	Iteration 52Q: 3 clusters Score -2.113779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 177102 members 
Entering Unmasked Estep 
Score: -21137816.000000 Penalty: 5998.971191
	Iteration 53Q: 3 clusters Score -2.113782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -21137782.000000 Penalty: 5998.971191
	Iteration 54Q: 3 clusters Score -2.113778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 177105 members 
Entering Unmasked Estep 
Score: -21137798.000000 Penalty: 5998.971191
	Iteration 55Q: 3 clusters Score -2.11378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 177107 members 
Entering Unmasked Estep 
Score: -21137782.000000 Penalty: 5998.971191
	Iteration 56Q: 3 clusters Score -2.113778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 177107 members 
Entering Unmasked Estep 
Score: -21137806.000000 Penalty: 5998.971191
	Iteration 57Q: 3 clusters Score -2.113781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 177110 members 
Entering Unmasked Estep 
Score: -21137794.000000 Penalty: 5998.971191
	Iteration 58Q: 3 clusters Score -2.113779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 177113 members 
Entering Unmasked Estep 
Score: -21137804.000000 Penalty: 5998.971191
	Iteration 59Q: 3 clusters Score -2.11378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 177115 members 
Entering Unmasked Estep 
Score: -21137782.000000 Penalty: 5998.971191
	Iteration 60F: 3 clusters Score -2.113778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 177115 members 
Entering Unmasked Estep 
Score: -21137808.000000 Penalty: 5998.971191
	Iteration 61Q: 3 clusters Score -2.113781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -21137820.000000 Penalty: 5998.971191
	Iteration 62Q: 3 clusters Score -2.113782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -21137808.000000 Penalty: 5998.971191
	Iteration 63Q: 3 clusters Score -2.113781e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 177120 members 
Entering Unmasked Estep 
Score: -21137814.000000 Penalty: 5998.971191
	Iteration 64Q: 3 clusters Score -2.113781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 177122 members 
Entering Unmasked Estep 
Score: -21137814.000000 Penalty: 5998.971191
	Iteration 65Q: 3 clusters Score -2.113781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -21137802.000000 Penalty: 5998.971191
	Iteration 66Q: 3 clusters Score -2.11378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 177131 members 
Entering Unmasked Estep 
Score: -21137800.000000 Penalty: 5998.971191
	Iteration 67Q: 3 clusters Score -2.11378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -21137802.000000 Penalty: 5998.971191
	Iteration 68Q: 3 clusters Score -2.11378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 177144 members 
Entering Unmasked Estep 
Score: -21137796.000000 Penalty: 5998.971191
	Iteration 69Q: 3 clusters Score -2.11378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 177149 members 
Entering Unmasked Estep 
Score: -21137790.000000 Penalty: 5998.971191
	Iteration 70Q: 3 clusters Score -2.113779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -21137796.000000 Penalty: 5998.971191
	Iteration 71Q: 3 clusters Score -2.11378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -21137780.000000 Penalty: 5998.971191
	Iteration 72Q: 3 clusters Score -2.113778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 177149 members 
Entering Unmasked Estep 
Score: -21137786.000000 Penalty: 5998.971191
	Iteration 73Q: 3 clusters Score -2.113779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 177150 members 
Entering Unmasked Estep 
Score: -21137790.000000 Penalty: 5998.971191
	Iteration 74Q: 3 clusters Score -2.113779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 177150 members 
Entering Unmasked Estep 
Score: -21137790.000000 Penalty: 5998.971191
	Iteration 75F: 3 clusters Score -2.113779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Entering Unmasked Estep 
Score: -4173146.500000 Penalty: 2600.010498
	Iteration 0F: 2 clusters Score -4173146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4148927.250000 Penalty: 5200.020996
	Iteration 0F: 3 clusters Score -4148927 nChanged 16259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -4157873.500000 Penalty: 5200.020996
	Iteration 1F: 3 clusters Score -4157874 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -4158565.250000 Penalty: 5200.020996
	Iteration 2F: 3 clusters Score -4158565 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4159409.250000 Penalty: 5200.020996
	Iteration 3F: 3 clusters Score -4159409 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4160536.250000 Penalty: 5200.020996
	Iteration 4F: 3 clusters Score -4160536 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4162191.750000 Penalty: 5200.020996
	Iteration 5F: 3 clusters Score -4162192 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4164167.750000 Penalty: 5200.020996
	Iteration 6F: 3 clusters Score -4164168 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4165923.000000 Penalty: 5200.020996
	Iteration 7F: 3 clusters Score -4165923 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4167249.750000 Penalty: 5200.020996
	Iteration 8F: 3 clusters Score -4167250 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -4168381.500000 Penalty: 5200.020996
	Iteration 9Q: 3 clusters Score -4168382 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -4169412.000000 Penalty: 5200.020996
	Iteration 10Q: 3 clusters Score -4169412 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4170429.500000 Penalty: 5200.020996
	Iteration 11Q: 3 clusters Score -4170430 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4171233.250000 Penalty: 5200.020996
	Iteration 12Q: 3 clusters Score -4171233 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4171688.750000 Penalty: 5200.020996
	Iteration 13Q: 3 clusters Score -4171689 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4171921.750000 Penalty: 5200.020996
	Iteration 14Q: 3 clusters Score -4171922 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4172052.250000 Penalty: 5200.020996
	Iteration 15Q: 3 clusters Score -4172052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4172137.750000 Penalty: 5200.020996
	Iteration 16Q: 3 clusters Score -4172138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4172181.250000 Penalty: 5200.020996
	Iteration 17Q: 3 clusters Score -4172181 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4172218.250000 Penalty: 5200.020996
	Iteration 18Q: 3 clusters Score -4172218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4172246.500000 Penalty: 5200.020996
	Iteration 19Q: 3 clusters Score -4172246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4172263.250000 Penalty: 5200.020996
	Iteration 20F: 3 clusters Score -4172263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4172265.000000 Penalty: 5200.020996
	Iteration 21Q: 3 clusters Score -4172265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4172292.000000 Penalty: 5200.020996
	Iteration 22Q: 3 clusters Score -4172292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4172308.000000 Penalty: 5200.020996
	Iteration 23Q: 3 clusters Score -4172308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4172320.000000 Penalty: 5200.020996
	Iteration 24Q: 3 clusters Score -4172320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4172324.750000 Penalty: 5200.020996
	Iteration 25Q: 3 clusters Score -4172325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4172334.750000 Penalty: 5200.020996
	Iteration 26Q: 3 clusters Score -4172335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4172344.250000 Penalty: 5200.020996
	Iteration 27Q: 3 clusters Score -4172344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4172351.500000 Penalty: 5200.020996
	Iteration 28Q: 3 clusters Score -4172352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4172352.250000 Penalty: 5200.020996
	Iteration 29Q: 3 clusters Score -4172352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4172350.250000 Penalty: 5200.020996
	Iteration 30Q: 3 clusters Score -4172350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4172356.500000 Penalty: 5200.020996
	Iteration 31Q: 3 clusters Score -4172356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4172365.000000 Penalty: 5200.020996
	Iteration 32Q: 3 clusters Score -4172365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4172366.500000 Penalty: 5200.020996
	Iteration 33Q: 3 clusters Score -4172366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4172373.000000 Penalty: 5200.020996
	Iteration 34Q: 3 clusters Score -4172373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4172367.750000 Penalty: 5200.020996
	Iteration 35Q: 3 clusters Score -4172368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4172372.250000 Penalty: 5200.020996
	Iteration 36Q: 3 clusters Score -4172372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4172372.750000 Penalty: 5200.020996
	Iteration 37Q: 3 clusters Score -4172373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4172366.500000 Penalty: 5200.020996
	Iteration 38Q: 3 clusters Score -4172366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4172368.250000 Penalty: 5200.020996
	Iteration 39Q: 3 clusters Score -4172368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4172368.250000 Penalty: 5200.020996
	Iteration 40F: 3 clusters Score -4172368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Entering Unmasked Estep 
Score: -3785724.750000 Penalty: 2573.090332
	Iteration 0F: 2 clusters Score -3785725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3763742.250000 Penalty: 5146.180664
	Iteration 0F: 3 clusters Score -3763742 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3771794.250000 Penalty: 5146.180664
	Iteration 1F: 3 clusters Score -3771794 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3772419.000000 Penalty: 5146.180664
	Iteration 2F: 3 clusters Score -3772419 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3773089.000000 Penalty: 5146.180664
	Iteration 3F: 3 clusters Score -3773089 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3773908.250000 Penalty: 5146.180664
	Iteration 4F: 3 clusters Score -3773908 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3774955.250000 Penalty: 5146.180664
	Iteration 5F: 3 clusters Score -3774955 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -3776271.250000 Penalty: 5146.180664
	Iteration 6F: 3 clusters Score -3776271 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3777828.500000 Penalty: 5146.180664
	Iteration 7F: 3 clusters Score -3777828 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3779437.500000 Penalty: 5146.180664
	Iteration 8F: 3 clusters Score -3779438 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3780944.000000 Penalty: 5146.180664
	Iteration 9F: 3 clusters Score -3780944 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3782126.000000 Penalty: 5146.180664
	Iteration 10Q: 3 clusters Score -3782126 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3783022.000000 Penalty: 5146.180664
	Iteration 11Q: 3 clusters Score -3783022 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3783620.000000 Penalty: 5146.180664
	Iteration 12Q: 3 clusters Score -3783620 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3784000.250000 Penalty: 5146.180664
	Iteration 13Q: 3 clusters Score -3784000 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3784279.750000 Penalty: 5146.180664
	Iteration 14Q: 3 clusters Score -3784280 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3784471.750000 Penalty: 5146.180664
	Iteration 15Q: 3 clusters Score -3784472 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3784620.500000 Penalty: 5146.180664
	Iteration 16Q: 3 clusters Score -3784620 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3784740.500000 Penalty: 5146.180664
	Iteration 17Q: 3 clusters Score -3784740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3784842.750000 Penalty: 5146.180664
	Iteration 18Q: 3 clusters Score -3784843 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -3784905.000000 Penalty: 5146.180664
	Iteration 19Q: 3 clusters Score -3784905 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3784957.750000 Penalty: 5146.180664
	Iteration 20F: 3 clusters Score -3784958 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3784994.000000 Penalty: 5146.180664
	Iteration 21Q: 3 clusters Score -3784994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3785041.500000 Penalty: 5146.180664
	Iteration 22Q: 3 clusters Score -3785042 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3785064.250000 Penalty: 5146.180664
	Iteration 23Q: 3 clusters Score -3785064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3785086.250000 Penalty: 5146.180664
	Iteration 24Q: 3 clusters Score -3785086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3785116.750000 Penalty: 5146.180664
	Iteration 25Q: 3 clusters Score -3785117 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3785139.000000 Penalty: 5146.180664
	Iteration 26Q: 3 clusters Score -3785139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3785146.750000 Penalty: 5146.180664
	Iteration 27Q: 3 clusters Score -3785147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3785154.500000 Penalty: 5146.180664
	Iteration 28Q: 3 clusters Score -3785154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3785164.500000 Penalty: 5146.180664
	Iteration 29Q: 3 clusters Score -3785164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3785161.000000 Penalty: 5146.180664
	Iteration 30Q: 3 clusters Score -3785161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -3785160.500000 Penalty: 5146.180664
	Iteration 31Q: 3 clusters Score -3785160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3785168.250000 Penalty: 5146.180664
	Iteration 32Q: 3 clusters Score -3785168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3785165.500000 Penalty: 5146.180664
	Iteration 33Q: 3 clusters Score -3785166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3785165.500000 Penalty: 5146.180664
	Iteration 34Q: 3 clusters Score -3785166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3785168.500000 Penalty: 5146.180664
	Iteration 35Q: 3 clusters Score -3785168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3785160.250000 Penalty: 5146.180664
	Iteration 36Q: 3 clusters Score -3785160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3785162.000000 Penalty: 5146.180664
	Iteration 37Q: 3 clusters Score -3785162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3785163.250000 Penalty: 5146.180664
	Iteration 38Q: 3 clusters Score -3785163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3785167.250000 Penalty: 5146.180664
	Iteration 39Q: 3 clusters Score -3785167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3785166.500000 Penalty: 5146.180664
	Iteration 40F: 3 clusters Score -3785166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3785170.250000 Penalty: 5146.180664
	Iteration 41Q: 3 clusters Score -3785170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -3785170.250000 Penalty: 5146.180664
	Iteration 42F: 3 clusters Score -3785170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1139115.625000 Penalty: 2291.278320
	Iteration 0F: 2 clusters Score -1139116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1131269.625000 Penalty: 4582.556641
	Iteration 0F: 3 clusters Score -1131270 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1133758.125000 Penalty: 4582.556641
	Iteration 1F: 3 clusters Score -1133758 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1134143.250000 Penalty: 4582.556641
	Iteration 2F: 3 clusters Score -1134143 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1134423.375000 Penalty: 4582.556641
	Iteration 3F: 3 clusters Score -1134423 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1134669.750000 Penalty: 4582.556641
	Iteration 4Q: 3 clusters Score -1134670 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1134906.875000 Penalty: 4582.556641
	Iteration 5Q: 3 clusters Score -1134907 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1135154.375000 Penalty: 4582.556641
	Iteration 6Q: 3 clusters Score -1135154 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1135419.125000 Penalty: 4582.556641
	Iteration 7Q: 3 clusters Score -1135419 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1135673.500000 Penalty: 4582.556641
	Iteration 8Q: 3 clusters Score -1135674 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1135921.250000 Penalty: 4582.556641
	Iteration 9Q: 3 clusters Score -1135921 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1136113.625000 Penalty: 4582.556641
	Iteration 10Q: 3 clusters Score -1136114 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1136284.000000 Penalty: 4582.556641
	Iteration 11Q: 3 clusters Score -1136284 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1136415.875000 Penalty: 4582.556641
	Iteration 12Q: 3 clusters Score -1136416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1136514.750000 Penalty: 4582.556641
	Iteration 13Q: 3 clusters Score -1136515 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1136591.875000 Penalty: 4582.556641
	Iteration 14Q: 3 clusters Score -1136592 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1136638.250000 Penalty: 4582.556641
	Iteration 15Q: 3 clusters Score -1136638 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1136674.875000 Penalty: 4582.556641
	Iteration 16Q: 3 clusters Score -1136675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1136702.875000 Penalty: 4582.556641
	Iteration 17Q: 3 clusters Score -1136703 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1136724.000000 Penalty: 4582.556641
	Iteration 18Q: 3 clusters Score -1136724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1136744.750000 Penalty: 4582.556641
	Iteration 19Q: 3 clusters Score -1136745 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1136759.625000 Penalty: 4582.556641
	Iteration 20F: 3 clusters Score -1136760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1136776.500000 Penalty: 4582.556641
	Iteration 21Q: 3 clusters Score -1136776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1136788.125000 Penalty: 4582.556641
	Iteration 22Q: 3 clusters Score -1136788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1136801.250000 Penalty: 4582.556641
	Iteration 23Q: 3 clusters Score -1136801 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1136816.750000 Penalty: 4582.556641
	Iteration 24Q: 3 clusters Score -1136817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1136832.375000 Penalty: 4582.556641
	Iteration 25Q: 3 clusters Score -1136832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1136850.625000 Penalty: 4582.556641
	Iteration 26Q: 3 clusters Score -1136851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1136868.750000 Penalty: 4582.556641
	Iteration 27Q: 3 clusters Score -1136869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1136894.625000 Penalty: 4582.556641
	Iteration 28Q: 3 clusters Score -1136895 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1136913.125000 Penalty: 4582.556641
	Iteration 29Q: 3 clusters Score -1136913 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1136929.000000 Penalty: 4582.556641
	Iteration 30Q: 3 clusters Score -1136929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1136944.625000 Penalty: 4582.556641
	Iteration 31Q: 3 clusters Score -1136945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1136954.250000 Penalty: 4582.556641
	Iteration 32Q: 3 clusters Score -1136954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1136965.000000 Penalty: 4582.556641
	Iteration 33Q: 3 clusters Score -1136965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1136972.875000 Penalty: 4582.556641
	Iteration 34Q: 3 clusters Score -1136973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1136981.875000 Penalty: 4582.556641
	Iteration 35Q: 3 clusters Score -1136982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1136989.125000 Penalty: 4582.556641
	Iteration 36Q: 3 clusters Score -1136989 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1136993.625000 Penalty: 4582.556641
	Iteration 37Q: 3 clusters Score -1136994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1136998.375000 Penalty: 4582.556641
	Iteration 38Q: 3 clusters Score -1136998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1136998.750000 Penalty: 4582.556641
	Iteration 39Q: 3 clusters Score -1136999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1137002.875000 Penalty: 4582.556641
	Iteration 40F: 3 clusters Score -1137003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1137006.000000 Penalty: 4582.556641
	Iteration 41Q: 3 clusters Score -1137006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1137010.875000 Penalty: 4582.556641
	Iteration 42Q: 3 clusters Score -1137011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1137012.625000 Penalty: 4582.556641
	Iteration 43Q: 3 clusters Score -1137013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1137013.500000 Penalty: 4582.556641
	Iteration 44Q: 3 clusters Score -1137014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1137015.250000 Penalty: 4582.556641
	Iteration 45Q: 3 clusters Score -1137015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1137014.750000 Penalty: 4582.556641
	Iteration 46Q: 3 clusters Score -1137015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1137015.000000 Penalty: 4582.556641
	Iteration 47Q: 3 clusters Score -1137015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1137015.000000 Penalty: 4582.556641
	Iteration 48F: 3 clusters Score -1137015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (54834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Entering Unmasked Estep 
Score: -6397688.000000 Penalty: 2706.192139
	Iteration 0F: 2 clusters Score -6397688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -6360639.500000 Penalty: 5412.384277
	Iteration 0F: 3 clusters Score -6360640 nChanged 25505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6374815.500000 Penalty: 5412.384277
	Iteration 1F: 3 clusters Score -6374816 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -6375382.500000 Penalty: 5412.384277
	Iteration 2Q: 3 clusters Score -6375382 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6375912.000000 Penalty: 5412.384277
	Iteration 3Q: 3 clusters Score -6375912 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -6376438.000000 Penalty: 5412.384277
	Iteration 4Q: 3 clusters Score -6376438 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -6377042.500000 Penalty: 5412.384277
	Iteration 5Q: 3 clusters Score -6377042 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -6377648.000000 Penalty: 5412.384277
	Iteration 6Q: 3 clusters Score -6377648 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6378289.500000 Penalty: 5412.384277
	Iteration 7Q: 3 clusters Score -6378290 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -6379105.000000 Penalty: 5412.384277
	Iteration 8Q: 3 clusters Score -6379105 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -6380068.500000 Penalty: 5412.384277
	Iteration 9Q: 3 clusters Score -6380068 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -6381164.000000 Penalty: 5412.384277
	Iteration 10Q: 3 clusters Score -6381164 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -6382492.000000 Penalty: 5412.384277
	Iteration 11Q: 3 clusters Score -6382492 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -6384246.500000 Penalty: 5412.384277
	Iteration 12Q: 3 clusters Score -6384246 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -6386313.500000 Penalty: 5412.384277
	Iteration 13F: 3 clusters Score -6386314 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -6388532.500000 Penalty: 5412.384277
	Iteration 14F: 3 clusters Score -6388532 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -6390666.500000 Penalty: 5412.384277
	Iteration 15F: 3 clusters Score -6390666 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -6392299.000000 Penalty: 5412.384277
	Iteration 16Q: 3 clusters Score -6392299 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -6393483.000000 Penalty: 5412.384277
	Iteration 17Q: 3 clusters Score -6393483 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -6394229.000000 Penalty: 5412.384277
	Iteration 18Q: 3 clusters Score -6394229 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -6394627.500000 Penalty: 5412.384277
	Iteration 19Q: 3 clusters Score -6394628 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -6394894.500000 Penalty: 5412.384277
	Iteration 20F: 3 clusters Score -6394894 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -6395101.500000 Penalty: 5412.384277
	Iteration 21Q: 3 clusters Score -6395102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -6395209.500000 Penalty: 5412.384277
	Iteration 22Q: 3 clusters Score -6395210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -6395279.000000 Penalty: 5412.384277
	Iteration 23Q: 3 clusters Score -6395279 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -6395324.500000 Penalty: 5412.384277
	Iteration 24Q: 3 clusters Score -6395324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -6395366.500000 Penalty: 5412.384277
	Iteration 25Q: 3 clusters Score -6395366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -6395389.000000 Penalty: 5412.384277
	Iteration 26Q: 3 clusters Score -6395389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 53925 members 
Entering Unmasked Estep 
Score: -6395403.000000 Penalty: 5412.384277
	Iteration 27Q: 3 clusters Score -6395403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -6395416.500000 Penalty: 5412.384277
	Iteration 28Q: 3 clusters Score -6395416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -6395431.500000 Penalty: 5412.384277
	Iteration 29Q: 3 clusters Score -6395432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -6395436.500000 Penalty: 5412.384277
	Iteration 30Q: 3 clusters Score -6395436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -6395448.000000 Penalty: 5412.384277
	Iteration 31Q: 3 clusters Score -6395448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -6395457.000000 Penalty: 5412.384277
	Iteration 32Q: 3 clusters Score -6395457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -6395458.000000 Penalty: 5412.384277
	Iteration 33Q: 3 clusters Score -6395458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6395459.000000 Penalty: 5412.384277
	Iteration 34Q: 3 clusters Score -6395459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -6395463.500000 Penalty: 5412.384277
	Iteration 35Q: 3 clusters Score -6395464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -6395462.000000 Penalty: 5412.384277
	Iteration 36Q: 3 clusters Score -6395462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -6395463.500000 Penalty: 5412.384277
	Iteration 37Q: 3 clusters Score -6395464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53990 members 
Entering Unmasked Estep 
Score: -6395463.500000 Penalty: 5412.384277
	Iteration 38F: 3 clusters Score -6395464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Entering Unmasked Estep 
Score: -12043734.000000 Penalty: 2869.365723
	Iteration 0F: 2 clusters Score -1.204373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -11973119.000000 Penalty: 5738.731445
	Iteration 0F: 3 clusters Score -1.197312e+07 nChanged 49907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -12001422.000000 Penalty: 5738.731445
	Iteration 1F: 3 clusters Score -1.200142e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -12002621.000000 Penalty: 5738.731445
	Iteration 2Q: 3 clusters Score -1.200262e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -12004228.000000 Penalty: 5738.731445
	Iteration 3Q: 3 clusters Score -1.200423e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -12006430.000000 Penalty: 5738.731445
	Iteration 4Q: 3 clusters Score -1.200643e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 69011 members 
Entering Unmasked Estep 
Score: -12010015.000000 Penalty: 5738.731445
	Iteration 5F: 3 clusters Score -1.201002e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -12015407.000000 Penalty: 5738.731445
	Iteration 6F: 3 clusters Score -1.201541e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -12022344.000000 Penalty: 5738.731445
	Iteration 7F: 3 clusters Score -1.202234e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -12029398.000000 Penalty: 5738.731445
	Iteration 8F: 3 clusters Score -1.20294e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 97275 members 
Entering Unmasked Estep 
Score: -12034997.000000 Penalty: 5738.731445
	Iteration 9F: 3 clusters Score -1.2035e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 101001 members 
Entering Unmasked Estep 
Score: -12038266.000000 Penalty: 5738.731445
	Iteration 10Q: 3 clusters Score -1.203827e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 102976 members 
Entering Unmasked Estep 
Score: -12039871.000000 Penalty: 5738.731445
	Iteration 11Q: 3 clusters Score -1.203987e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -12040624.000000 Penalty: 5738.731445
	Iteration 12Q: 3 clusters Score -1.204062e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -12041001.000000 Penalty: 5738.731445
	Iteration 13Q: 3 clusters Score -1.2041e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 104694 members 
Entering Unmasked Estep 
Score: -12041212.000000 Penalty: 5738.731445
	Iteration 14Q: 3 clusters Score -1.204121e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -12041334.000000 Penalty: 5738.731445
	Iteration 15Q: 3 clusters Score -1.204133e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 104904 members 
Entering Unmasked Estep 
Score: -12041441.000000 Penalty: 5738.731445
	Iteration 16Q: 3 clusters Score -1.204144e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 104951 members 
Entering Unmasked Estep 
Score: -12041542.000000 Penalty: 5738.731445
	Iteration 17Q: 3 clusters Score -1.204154e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -12041610.000000 Penalty: 5738.731445
	Iteration 18Q: 3 clusters Score -1.204161e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 104978 members 
Entering Unmasked Estep 
Score: -12041693.000000 Penalty: 5738.731445
	Iteration 19Q: 3 clusters Score -1.204169e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -12041735.000000 Penalty: 5738.731445
	Iteration 20F: 3 clusters Score -1.204174e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 104976 members 
Entering Unmasked Estep 
Score: -12041777.000000 Penalty: 5738.731445
	Iteration 21Q: 3 clusters Score -1.204178e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -12041812.000000 Penalty: 5738.731445
	Iteration 22Q: 3 clusters Score -1.204181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -12041808.000000 Penalty: 5738.731445
	Iteration 23Q: 3 clusters Score -1.204181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 104932 members 
Entering Unmasked Estep 
Score: -12041834.000000 Penalty: 5738.731445
	Iteration 24Q: 3 clusters Score -1.204183e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -12041851.000000 Penalty: 5738.731445
	Iteration 25Q: 3 clusters Score -1.204185e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 104895 members 
Entering Unmasked Estep 
Score: -12041872.000000 Penalty: 5738.731445
	Iteration 26Q: 3 clusters Score -1.204187e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 104876 members 
Entering Unmasked Estep 
Score: -12041882.000000 Penalty: 5738.731445
	Iteration 27Q: 3 clusters Score -1.204188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -12041901.000000 Penalty: 5738.731445
	Iteration 28Q: 3 clusters Score -1.20419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -12041927.000000 Penalty: 5738.731445
	Iteration 29Q: 3 clusters Score -1.204193e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 104834 members 
Entering Unmasked Estep 
Score: -12041945.000000 Penalty: 5738.731445
	Iteration 30Q: 3 clusters Score -1.204194e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -12041965.000000 Penalty: 5738.731445
	Iteration 31Q: 3 clusters Score -1.204196e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 104808 members 
Entering Unmasked Estep 
Score: -12041995.000000 Penalty: 5738.731445
	Iteration 32Q: 3 clusters Score -1.2042e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -12042023.000000 Penalty: 5738.731445
	Iteration 33Q: 3 clusters Score -1.204202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 104780 members 
Entering Unmasked Estep 
Score: -12042031.000000 Penalty: 5738.731445
	Iteration 34Q: 3 clusters Score -1.204203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 104767 members 
Entering Unmasked Estep 
Score: -12042025.000000 Penalty: 5738.731445
	Iteration 35Q: 3 clusters Score -1.204202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -12042017.000000 Penalty: 5738.731445
	Iteration 36Q: 3 clusters Score -1.204202e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -12042024.000000 Penalty: 5738.731445
	Iteration 37Q: 3 clusters Score -1.204202e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 104738 members 
Entering Unmasked Estep 
Score: -12042025.000000 Penalty: 5738.731445
	Iteration 38Q: 3 clusters Score -1.204202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -12042022.000000 Penalty: 5738.731445
	Iteration 39Q: 3 clusters Score -1.204202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 104722 members 
Entering Unmasked Estep 
Score: -12042017.000000 Penalty: 5738.731445
	Iteration 40F: 3 clusters Score -1.204202e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 104717 members 
Entering Unmasked Estep 
Score: -12042038.000000 Penalty: 5738.731445
	Iteration 41Q: 3 clusters Score -1.204204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 104712 members 
Entering Unmasked Estep 
Score: -12042054.000000 Penalty: 5738.731445
	Iteration 42Q: 3 clusters Score -1.204205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -12042040.000000 Penalty: 5738.731445
	Iteration 43Q: 3 clusters Score -1.204204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 104699 members 
Entering Unmasked Estep 
Score: -12042050.000000 Penalty: 5738.731445
	Iteration 44Q: 3 clusters Score -1.204205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 104698 members 
Entering Unmasked Estep 
Score: -12042052.000000 Penalty: 5738.731445
	Iteration 45Q: 3 clusters Score -1.204205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -12042046.000000 Penalty: 5738.731445
	Iteration 46Q: 3 clusters Score -1.204205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 104690 members 
Entering Unmasked Estep 
Score: -12042057.000000 Penalty: 5738.731445
	Iteration 47Q: 3 clusters Score -1.204206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -12042057.000000 Penalty: 5738.731445
	Iteration 48Q: 3 clusters Score -1.204206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 104688 members 
Entering Unmasked Estep 
Score: -12042053.000000 Penalty: 5738.731445
	Iteration 49Q: 3 clusters Score -1.204205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -12042050.000000 Penalty: 5738.731445
	Iteration 50Q: 3 clusters Score -1.204205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 104679 members 
Entering Unmasked Estep 
Score: -12042058.000000 Penalty: 5738.731445
	Iteration 51Q: 3 clusters Score -1.204206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -12042070.000000 Penalty: 5738.731445
	Iteration 52Q: 3 clusters Score -1.204207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 104677 members 
Entering Unmasked Estep 
Score: -12042072.000000 Penalty: 5738.731445
	Iteration 53Q: 3 clusters Score -1.204207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 104672 members 
Entering Unmasked Estep 
Score: -12042071.000000 Penalty: 5738.731445
	Iteration 54Q: 3 clusters Score -1.204207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 104665 members 
Entering Unmasked Estep 
Score: -12042079.000000 Penalty: 5738.731445
	Iteration 55Q: 3 clusters Score -1.204208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -12042081.000000 Penalty: 5738.731445
	Iteration 56Q: 3 clusters Score -1.204208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -12042084.000000 Penalty: 5738.731445
	Iteration 57Q: 3 clusters Score -1.204208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -12042096.000000 Penalty: 5738.731445
	Iteration 58Q: 3 clusters Score -1.20421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 104642 members 
Entering Unmasked Estep 
Score: -12042101.000000 Penalty: 5738.731445
	Iteration 59Q: 3 clusters Score -1.20421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -12042093.000000 Penalty: 5738.731445
	Iteration 60F: 3 clusters Score -1.204209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -12042100.000000 Penalty: 5738.731445
	Iteration 61Q: 3 clusters Score -1.20421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 104628 members 
Entering Unmasked Estep 
Score: -12042107.000000 Penalty: 5738.731445
	Iteration 62Q: 3 clusters Score -1.204211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -12042122.000000 Penalty: 5738.731445
	Iteration 63Q: 3 clusters Score -1.204212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -12042134.000000 Penalty: 5738.731445
	Iteration 64Q: 3 clusters Score -1.204213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 104617 members 
Entering Unmasked Estep 
Score: -12042124.000000 Penalty: 5738.731445
	Iteration 65Q: 3 clusters Score -1.204212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 104607 members 
Entering Unmasked Estep 
Score: -12042133.000000 Penalty: 5738.731445
	Iteration 66Q: 3 clusters Score -1.204213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 104593 members 
Entering Unmasked Estep 
Score: -12042142.000000 Penalty: 5738.731445
	Iteration 67Q: 3 clusters Score -1.204214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 104588 members 
Entering Unmasked Estep 
Score: -12042143.000000 Penalty: 5738.731445
	Iteration 68Q: 3 clusters Score -1.204214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 104584 members 
Entering Unmasked Estep 
Score: -12042146.000000 Penalty: 5738.731445
	Iteration 69Q: 3 clusters Score -1.204215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -12042146.000000 Penalty: 5738.731445
	Iteration 70Q: 3 clusters Score -1.204215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 104579 members 
Entering Unmasked Estep 
Score: -12042138.000000 Penalty: 5738.731445
	Iteration 71Q: 3 clusters Score -1.204214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -12042140.000000 Penalty: 5738.731445
	Iteration 72Q: 3 clusters Score -1.204214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -12042145.000000 Penalty: 5738.731445
	Iteration 73Q: 3 clusters Score -1.204214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 104575 members 
Entering Unmasked Estep 
Score: -12042145.000000 Penalty: 5738.731445
	Iteration 74F: 3 clusters Score -1.204214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (244389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244389 members 
Entering Unmasked Estep 
Score: -28541772.000000 Penalty: 3076.815918
	Iteration 0F: 2 clusters Score -2.854177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 122544 members 
Entering Unmasked Estep 
Score: -28391678.000000 Penalty: 6153.631836
	Iteration 0F: 3 clusters Score -2.839168e+07 nChanged 118119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 131175 members 
Entering Unmasked Estep 
Score: -28462428.000000 Penalty: 6153.631836
	Iteration 1F: 3 clusters Score -2.846243e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -28464920.000000 Penalty: 6153.631836
	Iteration 2Q: 3 clusters Score -2.846492e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 146764 members 
Entering Unmasked Estep 
Score: -28470206.000000 Penalty: 6153.631836
	Iteration 3Q: 3 clusters Score -2.847021e+07 nChanged 15405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 160659 members 
Entering Unmasked Estep 
Score: -28478924.000000 Penalty: 6153.631836
	Iteration 4F: 3 clusters Score -2.847892e+07 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 178838 members 
Entering Unmasked Estep 
Score: -28491306.000000 Penalty: 6153.631836
	Iteration 5F: 3 clusters Score -2.849131e+07 nChanged 20754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 198828 members 
Entering Unmasked Estep 
Score: -28503832.000000 Penalty: 6153.631836
	Iteration 6F: 3 clusters Score -2.850383e+07 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 216384 members 
Entering Unmasked Estep 
Score: -28516666.000000 Penalty: 6153.631836
	Iteration 7F: 3 clusters Score -2.851667e+07 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 229320 members 
Entering Unmasked Estep 
Score: -28526828.000000 Penalty: 6153.631836
	Iteration 8F: 3 clusters Score -2.852683e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 237259 members 
Entering Unmasked Estep 
Score: -28533540.000000 Penalty: 6153.631836
	Iteration 9Q: 3 clusters Score -2.853354e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 241157 members 
Entering Unmasked Estep 
Score: -28536650.000000 Penalty: 6153.631836
	Iteration 10Q: 3 clusters Score -2.853665e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 242767 members 
Entering Unmasked Estep 
Score: -28538126.000000 Penalty: 6153.631836
	Iteration 11Q: 3 clusters Score -2.853813e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 243402 members 
Entering Unmasked Estep 
Score: -28538612.000000 Penalty: 6153.631836
	Iteration 12Q: 3 clusters Score -2.853861e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 243653 members 
Entering Unmasked Estep 
Score: -28538922.000000 Penalty: 6153.631836
	Iteration 13Q: 3 clusters Score -2.853892e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 243753 members 
Entering Unmasked Estep 
Score: -28538990.000000 Penalty: 6153.631836
	Iteration 14Q: 3 clusters Score -2.853899e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 243795 members 
Entering Unmasked Estep 
Score: -28539072.000000 Penalty: 6153.631836
	Iteration 15Q: 3 clusters Score -2.853907e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 243822 members 
Entering Unmasked Estep 
Score: -28539158.000000 Penalty: 6153.631836
	Iteration 16Q: 3 clusters Score -2.853916e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 243834 members 
Entering Unmasked Estep 
Score: -28539174.000000 Penalty: 6153.631836
	Iteration 17Q: 3 clusters Score -2.853917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 243840 members 
Entering Unmasked Estep 
Score: -28539190.000000 Penalty: 6153.631836
	Iteration 18Q: 3 clusters Score -2.853919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 243840 members 
Entering Unmasked Estep 
Score: -28539230.000000 Penalty: 6153.631836
	Iteration 19Q: 3 clusters Score -2.853923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 243849 members 
Entering Unmasked Estep 
Score: -28539246.000000 Penalty: 6153.631836
	Iteration 20F: 3 clusters Score -2.853925e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 243854 members 
Entering Unmasked Estep 
Score: -28539260.000000 Penalty: 6153.631836
	Iteration 21Q: 3 clusters Score -2.853926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 243855 members 
Entering Unmasked Estep 
Score: -28539252.000000 Penalty: 6153.631836
	Iteration 22Q: 3 clusters Score -2.853925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 243858 members 
Entering Unmasked Estep 
Score: -28539266.000000 Penalty: 6153.631836
	Iteration 23Q: 3 clusters Score -2.853927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 243860 members 
Entering Unmasked Estep 
Score: -28539264.000000 Penalty: 6153.631836
	Iteration 24Q: 3 clusters Score -2.853926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 243860 members 
Entering Unmasked Estep 
Score: -28539288.000000 Penalty: 6153.631836
	Iteration 25Q: 3 clusters Score -2.853929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 243861 members 
Entering Unmasked Estep 
Score: -28539260.000000 Penalty: 6153.631836
	Iteration 26Q: 3 clusters Score -2.853926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 243862 members 
Entering Unmasked Estep 
Score: -28539258.000000 Penalty: 6153.631836
	Iteration 27Q: 3 clusters Score -2.853926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 243860 members 
Entering Unmasked Estep 
Score: -28539268.000000 Penalty: 6153.631836
	Iteration 28Q: 3 clusters Score -2.853927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 243861 members 
Entering Unmasked Estep 
Score: -28539258.000000 Penalty: 6153.631836
	Iteration 29Q: 3 clusters Score -2.853926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 243862 members 
Entering Unmasked Estep 
Score: -28539264.000000 Penalty: 6153.631836
	Iteration 30Q: 3 clusters Score -2.853926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 243861 members 
Entering Unmasked Estep 
Score: -28539260.000000 Penalty: 6153.631836
	Iteration 31Q: 3 clusters Score -2.853926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 243861 members 
Entering Unmasked Estep 
Score: -28539256.000000 Penalty: 6153.631836
	Iteration 32Q: 3 clusters Score -2.853926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 243862 members 
Entering Unmasked Estep 
Score: -28539246.000000 Penalty: 6153.631836
	Iteration 33Q: 3 clusters Score -2.853925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 243859 members 
Entering Unmasked Estep 
Score: -28539256.000000 Penalty: 6153.631836
	Iteration 34Q: 3 clusters Score -2.853926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 243858 members 
Entering Unmasked Estep 
Score: -28539258.000000 Penalty: 6153.631836
	Iteration 35Q: 3 clusters Score -2.853926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 243858 members 
Entering Unmasked Estep 
Score: -28539256.000000 Penalty: 6153.631836
	Iteration 36Q: 3 clusters Score -2.853926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 243858 members 
Entering Unmasked Estep 
Score: -28539256.000000 Penalty: 6153.631836
	Iteration 37F: 3 clusters Score -2.853926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Entering Unmasked Estep 
Score: -2608231.250000 Penalty: 2479.938477
	Iteration 0F: 2 clusters Score -2608231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2592831.250000 Penalty: 4959.876953
	Iteration 0F: 3 clusters Score -2592831 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2598128.000000 Penalty: 4959.876953
	Iteration 1F: 3 clusters Score -2598128 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2598589.000000 Penalty: 4959.876953
	Iteration 2F: 3 clusters Score -2598589 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2598972.750000 Penalty: 4959.876953
	Iteration 3Q: 3 clusters Score -2598973 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2599321.000000 Penalty: 4959.876953
	Iteration 4Q: 3 clusters Score -2599321 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2599692.000000 Penalty: 4959.876953
	Iteration 5Q: 3 clusters Score -2599692 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2600164.750000 Penalty: 4959.876953
	Iteration 6Q: 3 clusters Score -2600165 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2600804.500000 Penalty: 4959.876953
	Iteration 7F: 3 clusters Score -2600804 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2601602.250000 Penalty: 4959.876953
	Iteration 8F: 3 clusters Score -2601602 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2602547.500000 Penalty: 4959.876953
	Iteration 9F: 3 clusters Score -2602548 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2603473.500000 Penalty: 4959.876953
	Iteration 10F: 3 clusters Score -2603474 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2604212.000000 Penalty: 4959.876953
	Iteration 11Q: 3 clusters Score -2604212 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2604696.000000 Penalty: 4959.876953
	Iteration 12Q: 3 clusters Score -2604696 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2605003.250000 Penalty: 4959.876953
	Iteration 13Q: 3 clusters Score -2605003 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2605210.750000 Penalty: 4959.876953
	Iteration 14Q: 3 clusters Score -2605211 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2605341.250000 Penalty: 4959.876953
	Iteration 15Q: 3 clusters Score -2605341 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2605464.000000 Penalty: 4959.876953
	Iteration 16Q: 3 clusters Score -2605464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2605568.250000 Penalty: 4959.876953
	Iteration 17Q: 3 clusters Score -2605568 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2605643.250000 Penalty: 4959.876953
	Iteration 18Q: 3 clusters Score -2605643 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2605715.500000 Penalty: 4959.876953
	Iteration 19Q: 3 clusters Score -2605716 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2605788.000000 Penalty: 4959.876953
	Iteration 20F: 3 clusters Score -2605788 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2605857.500000 Penalty: 4959.876953
	Iteration 21Q: 3 clusters Score -2605858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2605906.250000 Penalty: 4959.876953
	Iteration 22Q: 3 clusters Score -2605906 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2605954.500000 Penalty: 4959.876953
	Iteration 23Q: 3 clusters Score -2605954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2605980.000000 Penalty: 4959.876953
	Iteration 24Q: 3 clusters Score -2605980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2606017.500000 Penalty: 4959.876953
	Iteration 25Q: 3 clusters Score -2606018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2606035.000000 Penalty: 4959.876953
	Iteration 26Q: 3 clusters Score -2606035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2606055.250000 Penalty: 4959.876953
	Iteration 27Q: 3 clusters Score -2606055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2606073.250000 Penalty: 4959.876953
	Iteration 28Q: 3 clusters Score -2606073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2606080.750000 Penalty: 4959.876953
	Iteration 29Q: 3 clusters Score -2606081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2606092.000000 Penalty: 4959.876953
	Iteration 30Q: 3 clusters Score -2606092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2606105.000000 Penalty: 4959.876953
	Iteration 31Q: 3 clusters Score -2606105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2606122.750000 Penalty: 4959.876953
	Iteration 32Q: 3 clusters Score -2606123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2606130.500000 Penalty: 4959.876953
	Iteration 33Q: 3 clusters Score -2606130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2606133.500000 Penalty: 4959.876953
	Iteration 34Q: 3 clusters Score -2606134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2606141.000000 Penalty: 4959.876953
	Iteration 35Q: 3 clusters Score -2606141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2606143.750000 Penalty: 4959.876953
	Iteration 36Q: 3 clusters Score -2606144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2606151.000000 Penalty: 4959.876953
	Iteration 37Q: 3 clusters Score -2606151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2606160.000000 Penalty: 4959.876953
	Iteration 38Q: 3 clusters Score -2606160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2606158.500000 Penalty: 4959.876953
	Iteration 39Q: 3 clusters Score -2606158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2606167.750000 Penalty: 4959.876953
	Iteration 40F: 3 clusters Score -2606168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2606168.000000 Penalty: 4959.876953
	Iteration 41Q: 3 clusters Score -2606168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2606170.000000 Penalty: 4959.876953
	Iteration 42Q: 3 clusters Score -2606170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2606167.250000 Penalty: 4959.876953
	Iteration 43Q: 3 clusters Score -2606167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2606167.250000 Penalty: 4959.876953
	Iteration 44Q: 3 clusters Score -2606167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2606166.750000 Penalty: 4959.876953
	Iteration 45Q: 3 clusters Score -2606167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2606167.250000 Penalty: 4959.876953
	Iteration 46Q: 3 clusters Score -2606167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2606171.250000 Penalty: 4959.876953
	Iteration 47Q: 3 clusters Score -2606171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2606174.250000 Penalty: 4959.876953
	Iteration 48Q: 3 clusters Score -2606174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2606175.750000 Penalty: 4959.876953
	Iteration 49Q: 3 clusters Score -2606176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2606175.750000 Penalty: 4959.876953
	Iteration 50F: 3 clusters Score -2606176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -68008.203125 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -68008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66351.742188 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -66351.74 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66818.828125 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -66818.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67148.539062 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -67148.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67318.226562 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -67318.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67404.773438 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -67404.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67545.070312 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -67545.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67609.523438 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -67609.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67641.476562 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -67641.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67669.937500 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -67669.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67736.742188 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -67736.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67816.500000 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -67816.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67998.906250 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -67998.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -68212.960938 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -68212.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68261.421875 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -68261.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68291.007812 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -68291.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68305.351562 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -68305.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68316.726562 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -68316.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -68323.257812 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -68323.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68345.117188 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -68345.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68357.640625 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -68357.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68365.140625 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -68365.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68385.187500 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -68385.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68398.164062 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -68398.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68405.781250 Penalty: 3246.493408
	Iteration 23Q: 3 clusters Score -68405.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68408.304688 Penalty: 3246.493408
	Iteration 24Q: 3 clusters Score -68408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68408.304688 Penalty: 3246.493408
	Iteration 25F: 3 clusters Score -68408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188293 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Mstep: Class 41 contains 244 members 
Entering Unmasked Estep 
Score: -225984560.000000 Penalty: 147590.875000
Splitting cluster 14 changes total score from -225986096.000000 to -225984560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (144112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144112 members 
Entering Unmasked Estep 
Score: -16990374.000000 Penalty: 2945.829834
	Iteration 0F: 2 clusters Score -1.699037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -16893658.000000 Penalty: 5891.659668
	Iteration 0F: 3 clusters Score -1.689366e+07 nChanged 68635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 73337 members 
Entering Unmasked Estep 
Score: -16933436.000000 Penalty: 5891.659668
	Iteration 1F: 3 clusters Score -1.693344e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -16934402.000000 Penalty: 5891.659668
	Iteration 2Q: 3 clusters Score -1.69344e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -16935322.000000 Penalty: 5891.659668
	Iteration 3Q: 3 clusters Score -1.693532e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -16936396.000000 Penalty: 5891.659668
	Iteration 4Q: 3 clusters Score -1.69364e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -16937742.000000 Penalty: 5891.659668
	Iteration 5Q: 3 clusters Score -1.693774e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -16940038.000000 Penalty: 5891.659668
	Iteration 6Q: 3 clusters Score -1.694004e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 88824 members 
Entering Unmasked Estep 
Score: -16943616.000000 Penalty: 5891.659668
	Iteration 7Q: 3 clusters Score -1.694362e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 96371 members 
Entering Unmasked Estep 
Score: -16949144.000000 Penalty: 5891.659668
	Iteration 8F: 3 clusters Score -1.694914e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 105783 members 
Entering Unmasked Estep 
Score: -16956594.000000 Penalty: 5891.659668
	Iteration 9F: 3 clusters Score -1.695659e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 115874 members 
Entering Unmasked Estep 
Score: -16965212.000000 Penalty: 5891.659668
	Iteration 10F: 3 clusters Score -1.696521e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 124810 members 
Entering Unmasked Estep 
Score: -16973186.000000 Penalty: 5891.659668
	Iteration 11F: 3 clusters Score -1.697319e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 131280 members 
Entering Unmasked Estep 
Score: -16979060.000000 Penalty: 5891.659668
	Iteration 12Q: 3 clusters Score -1.697906e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 135396 members 
Entering Unmasked Estep 
Score: -16982552.000000 Penalty: 5891.659668
	Iteration 13Q: 3 clusters Score -1.698255e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 137898 members 
Entering Unmasked Estep 
Score: -16984488.000000 Penalty: 5891.659668
	Iteration 14Q: 3 clusters Score -1.698449e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 139456 members 
Entering Unmasked Estep 
Score: -16985718.000000 Penalty: 5891.659668
	Iteration 15Q: 3 clusters Score -1.698572e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -16986442.000000 Penalty: 5891.659668
	Iteration 16Q: 3 clusters Score -1.698644e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 141114 members 
Entering Unmasked Estep 
Score: -16986934.000000 Penalty: 5891.659668
	Iteration 17Q: 3 clusters Score -1.698693e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 141547 members 
Entering Unmasked Estep 
Score: -16987174.000000 Penalty: 5891.659668
	Iteration 18Q: 3 clusters Score -1.698717e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 141869 members 
Entering Unmasked Estep 
Score: -16987318.000000 Penalty: 5891.659668
	Iteration 19Q: 3 clusters Score -1.698732e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 142117 members 
Entering Unmasked Estep 
Score: -16987504.000000 Penalty: 5891.659668
	Iteration 20F: 3 clusters Score -1.69875e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -16987602.000000 Penalty: 5891.659668
	Iteration 21Q: 3 clusters Score -1.69876e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 142440 members 
Entering Unmasked Estep 
Score: -16987674.000000 Penalty: 5891.659668
	Iteration 22Q: 3 clusters Score -1.698767e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 142542 members 
Entering Unmasked Estep 
Score: -16987760.000000 Penalty: 5891.659668
	Iteration 23Q: 3 clusters Score -1.698776e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 142607 members 
Entering Unmasked Estep 
Score: -16987788.000000 Penalty: 5891.659668
	Iteration 24Q: 3 clusters Score -1.698779e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 142653 members 
Entering Unmasked Estep 
Score: -16987816.000000 Penalty: 5891.659668
	Iteration 25Q: 3 clusters Score -1.698782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 142686 members 
Entering Unmasked Estep 
Score: -16987848.000000 Penalty: 5891.659668
	Iteration 26Q: 3 clusters Score -1.698785e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 142720 members 
Entering Unmasked Estep 
Score: -16987864.000000 Penalty: 5891.659668
	Iteration 27Q: 3 clusters Score -1.698786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 142751 members 
Entering Unmasked Estep 
Score: -16987878.000000 Penalty: 5891.659668
	Iteration 28Q: 3 clusters Score -1.698788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -16987888.000000 Penalty: 5891.659668
	Iteration 29Q: 3 clusters Score -1.698789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 142812 members 
Entering Unmasked Estep 
Score: -16987892.000000 Penalty: 5891.659668
	Iteration 30Q: 3 clusters Score -1.698789e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 142831 members 
Entering Unmasked Estep 
Score: -16987922.000000 Penalty: 5891.659668
	Iteration 31Q: 3 clusters Score -1.698792e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 142856 members 
Entering Unmasked Estep 
Score: -16987930.000000 Penalty: 5891.659668
	Iteration 32Q: 3 clusters Score -1.698793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -16987952.000000 Penalty: 5891.659668
	Iteration 33Q: 3 clusters Score -1.698795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 142905 members 
Entering Unmasked Estep 
Score: -16987954.000000 Penalty: 5891.659668
	Iteration 34Q: 3 clusters Score -1.698795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 142915 members 
Entering Unmasked Estep 
Score: -16987976.000000 Penalty: 5891.659668
	Iteration 35Q: 3 clusters Score -1.698798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 142930 members 
Entering Unmasked Estep 
Score: -16987984.000000 Penalty: 5891.659668
	Iteration 36Q: 3 clusters Score -1.698798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 142941 members 
Entering Unmasked Estep 
Score: -16987996.000000 Penalty: 5891.659668
	Iteration 37Q: 3 clusters Score -1.6988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 142953 members 
Entering Unmasked Estep 
Score: -16988000.000000 Penalty: 5891.659668
	Iteration 38Q: 3 clusters Score -1.6988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 142962 members 
Entering Unmasked Estep 
Score: -16987982.000000 Penalty: 5891.659668
	Iteration 39Q: 3 clusters Score -1.698798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 142971 members 
Entering Unmasked Estep 
Score: -16987982.000000 Penalty: 5891.659668
	Iteration 40F: 3 clusters Score -1.698798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 142976 members 
Entering Unmasked Estep 
Score: -16987992.000000 Penalty: 5891.659668
	Iteration 41Q: 3 clusters Score -1.698799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 142981 members 
Entering Unmasked Estep 
Score: -16987994.000000 Penalty: 5891.659668
	Iteration 42Q: 3 clusters Score -1.698799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 142991 members 
Entering Unmasked Estep 
Score: -16988004.000000 Penalty: 5891.659668
	Iteration 43Q: 3 clusters Score -1.6988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 142997 members 
Entering Unmasked Estep 
Score: -16987998.000000 Penalty: 5891.659668
	Iteration 44Q: 3 clusters Score -1.6988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 143002 members 
Entering Unmasked Estep 
Score: -16988010.000000 Penalty: 5891.659668
	Iteration 45Q: 3 clusters Score -1.698801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 143003 members 
Entering Unmasked Estep 
Score: -16988008.000000 Penalty: 5891.659668
	Iteration 46Q: 3 clusters Score -1.698801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 143005 members 
Entering Unmasked Estep 
Score: -16988012.000000 Penalty: 5891.659668
	Iteration 47Q: 3 clusters Score -1.698801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 143007 members 
Entering Unmasked Estep 
Score: -16988012.000000 Penalty: 5891.659668
	Iteration 48Q: 3 clusters Score -1.698801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 143009 members 
Entering Unmasked Estep 
Score: -16988000.000000 Penalty: 5891.659668
	Iteration 49Q: 3 clusters Score -1.6988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 143011 members 
Entering Unmasked Estep 
Score: -16988010.000000 Penalty: 5891.659668
	Iteration 50Q: 3 clusters Score -1.698801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 143012 members 
Entering Unmasked Estep 
Score: -16988006.000000 Penalty: 5891.659668
	Iteration 51Q: 3 clusters Score -1.698801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -16988002.000000 Penalty: 5891.659668
	Iteration 52Q: 3 clusters Score -1.6988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 143018 members 
Entering Unmasked Estep 
Score: -16987996.000000 Penalty: 5891.659668
	Iteration 53Q: 3 clusters Score -1.6988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -16988002.000000 Penalty: 5891.659668
	Iteration 54Q: 3 clusters Score -1.6988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 143022 members 
Entering Unmasked Estep 
Score: -16987998.000000 Penalty: 5891.659668
	Iteration 55Q: 3 clusters Score -1.6988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 143022 members 
Entering Unmasked Estep 
Score: -16987998.000000 Penalty: 5891.659668
	Iteration 56F: 3 clusters Score -1.6988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Entering Unmasked Estep 
Score: -2763395.750000 Penalty: 2501.961670
	Iteration 0F: 2 clusters Score -2763396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2746665.500000 Penalty: 5003.923340
	Iteration 0F: 3 clusters Score -2746666 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2752422.000000 Penalty: 5003.923340
	Iteration 1F: 3 clusters Score -2752422 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2752920.750000 Penalty: 5003.923340
	Iteration 2F: 3 clusters Score -2752921 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2753386.750000 Penalty: 5003.923340
	Iteration 3Q: 3 clusters Score -2753387 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2753851.500000 Penalty: 5003.923340
	Iteration 4Q: 3 clusters Score -2753852 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2754416.750000 Penalty: 5003.923340
	Iteration 5F: 3 clusters Score -2754417 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2755167.500000 Penalty: 5003.923340
	Iteration 6F: 3 clusters Score -2755168 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2756085.750000 Penalty: 5003.923340
	Iteration 7F: 3 clusters Score -2756086 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2757118.000000 Penalty: 5003.923340
	Iteration 8F: 3 clusters Score -2757118 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2758084.500000 Penalty: 5003.923340
	Iteration 9F: 3 clusters Score -2758084 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2758934.250000 Penalty: 5003.923340
	Iteration 10Q: 3 clusters Score -2758934 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2759608.250000 Penalty: 5003.923340
	Iteration 11Q: 3 clusters Score -2759608 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2760128.250000 Penalty: 5003.923340
	Iteration 12Q: 3 clusters Score -2760128 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2760492.750000 Penalty: 5003.923340
	Iteration 13Q: 3 clusters Score -2760493 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2760746.250000 Penalty: 5003.923340
	Iteration 14Q: 3 clusters Score -2760746 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2760928.000000 Penalty: 5003.923340
	Iteration 15Q: 3 clusters Score -2760928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2761030.250000 Penalty: 5003.923340
	Iteration 16Q: 3 clusters Score -2761030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2761110.000000 Penalty: 5003.923340
	Iteration 17Q: 3 clusters Score -2761110 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -2761151.000000 Penalty: 5003.923340
	Iteration 18Q: 3 clusters Score -2761151 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2761191.000000 Penalty: 5003.923340
	Iteration 19Q: 3 clusters Score -2761191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -2761215.000000 Penalty: 5003.923340
	Iteration 20F: 3 clusters Score -2761215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2761228.750000 Penalty: 5003.923340
	Iteration 21Q: 3 clusters Score -2761229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2761247.000000 Penalty: 5003.923340
	Iteration 22Q: 3 clusters Score -2761247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2761270.000000 Penalty: 5003.923340
	Iteration 23Q: 3 clusters Score -2761270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -2761290.250000 Penalty: 5003.923340
	Iteration 24Q: 3 clusters Score -2761290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -2761298.750000 Penalty: 5003.923340
	Iteration 25Q: 3 clusters Score -2761299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2761307.000000 Penalty: 5003.923340
	Iteration 26Q: 3 clusters Score -2761307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2761314.750000 Penalty: 5003.923340
	Iteration 27Q: 3 clusters Score -2761315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2761322.250000 Penalty: 5003.923340
	Iteration 28Q: 3 clusters Score -2761322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2761337.000000 Penalty: 5003.923340
	Iteration 29Q: 3 clusters Score -2761337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2761343.750000 Penalty: 5003.923340
	Iteration 30Q: 3 clusters Score -2761344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2761355.250000 Penalty: 5003.923340
	Iteration 31Q: 3 clusters Score -2761355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -2761363.750000 Penalty: 5003.923340
	Iteration 32Q: 3 clusters Score -2761364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2761371.000000 Penalty: 5003.923340
	Iteration 33Q: 3 clusters Score -2761371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2761377.750000 Penalty: 5003.923340
	Iteration 34Q: 3 clusters Score -2761378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -2761378.000000 Penalty: 5003.923340
	Iteration 35Q: 3 clusters Score -2761378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2761378.500000 Penalty: 5003.923340
	Iteration 36Q: 3 clusters Score -2761378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2761381.000000 Penalty: 5003.923340
	Iteration 37Q: 3 clusters Score -2761381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2761382.750000 Penalty: 5003.923340
	Iteration 38Q: 3 clusters Score -2761383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2761386.750000 Penalty: 5003.923340
	Iteration 39Q: 3 clusters Score -2761387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -2761388.250000 Penalty: 5003.923340
	Iteration 40F: 3 clusters Score -2761388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2761395.500000 Penalty: 5003.923340
	Iteration 41Q: 3 clusters Score -2761396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2761396.250000 Penalty: 5003.923340
	Iteration 42Q: 3 clusters Score -2761396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -2761401.000000 Penalty: 5003.923340
	Iteration 43Q: 3 clusters Score -2761401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2761399.750000 Penalty: 5003.923340
	Iteration 44Q: 3 clusters Score -2761400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2761402.000000 Penalty: 5003.923340
	Iteration 45Q: 3 clusters Score -2761402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2761399.000000 Penalty: 5003.923340
	Iteration 46Q: 3 clusters Score -2761399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2761398.750000 Penalty: 5003.923340
	Iteration 47Q: 3 clusters Score -2761399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2761405.250000 Penalty: 5003.923340
	Iteration 48Q: 3 clusters Score -2761405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2761404.500000 Penalty: 5003.923340
	Iteration 49Q: 3 clusters Score -2761404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2761405.000000 Penalty: 5003.923340
	Iteration 50Q: 3 clusters Score -2761405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2761405.000000 Penalty: 5003.923340
	Iteration 51F: 3 clusters Score -2761405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (117753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117753 members 
Entering Unmasked Estep 
Score: -13475397.000000 Penalty: 2895.733643
	Iteration 0F: 2 clusters Score -1.34754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -13396671.000000 Penalty: 5791.467285
	Iteration 0F: 3 clusters Score -1.339667e+07 nChanged 55701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -13428920.000000 Penalty: 5791.467285
	Iteration 1F: 3 clusters Score -1.342892e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -13429722.000000 Penalty: 5791.467285
	Iteration 2Q: 3 clusters Score -1.342972e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -13430417.000000 Penalty: 5791.467285
	Iteration 3Q: 3 clusters Score -1.343042e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -13431207.000000 Penalty: 5791.467285
	Iteration 4Q: 3 clusters Score -1.343121e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62538 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -13432160.000000 Penalty: 5791.467285
	Iteration 5Q: 3 clusters Score -1.343216e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64354 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -13433410.000000 Penalty: 5791.467285
	Iteration 6Q: 3 clusters Score -1.343341e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66941 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -13434902.000000 Penalty: 5791.467285
	Iteration 7Q: 3 clusters Score -1.34349e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70566 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -13437225.000000 Penalty: 5791.467285
	Iteration 8Q: 3 clusters Score -1.343722e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -13440292.000000 Penalty: 5791.467285
	Iteration 9Q: 3 clusters Score -1.344029e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -13444435.000000 Penalty: 5791.467285
	Iteration 10F: 3 clusters Score -1.344444e+07 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -13449518.000000 Penalty: 5791.467285
	Iteration 11F: 3 clusters Score -1.344952e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -13455116.000000 Penalty: 5791.467285
	Iteration 12F: 3 clusters Score -1.345512e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102385 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -13460249.000000 Penalty: 5791.467285
	Iteration 13F: 3 clusters Score -1.346025e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -13464632.000000 Penalty: 5791.467285
	Iteration 14Q: 3 clusters Score -1.346463e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111771 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -13467973.000000 Penalty: 5791.467285
	Iteration 15Q: 3 clusters Score -1.346797e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114513 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -13470286.000000 Penalty: 5791.467285
	Iteration 16Q: 3 clusters Score -1.347029e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116043 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13471601.000000 Penalty: 5791.467285
	Iteration 17Q: 3 clusters Score -1.34716e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116759 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -13472240.000000 Penalty: 5791.467285
	Iteration 18Q: 3 clusters Score -1.347224e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117096 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13472548.000000 Penalty: 5791.467285
	Iteration 19Q: 3 clusters Score -1.347255e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117238 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -13472689.000000 Penalty: 5791.467285
	Iteration 20F: 3 clusters Score -1.347269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -13472780.000000 Penalty: 5791.467285
	Iteration 21Q: 3 clusters Score -1.347278e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -13472836.000000 Penalty: 5791.467285
	Iteration 22Q: 3 clusters Score -1.347284e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13472877.000000 Penalty: 5791.467285
	Iteration 23Q: 3 clusters Score -1.347288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13472900.000000 Penalty: 5791.467285
	Iteration 24Q: 3 clusters Score -1.34729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117420 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -13472915.000000 Penalty: 5791.467285
	Iteration 25Q: 3 clusters Score -1.347292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13472919.000000 Penalty: 5791.467285
	Iteration 26Q: 3 clusters Score -1.347292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117434 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13472941.000000 Penalty: 5791.467285
	Iteration 27Q: 3 clusters Score -1.347294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13472944.000000 Penalty: 5791.467285
	Iteration 28Q: 3 clusters Score -1.347294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117443 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13472955.000000 Penalty: 5791.467285
	Iteration 29Q: 3 clusters Score -1.347296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117443 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -13472959.000000 Penalty: 5791.467285
	Iteration 30Q: 3 clusters Score -1.347296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117444 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -13472959.000000 Penalty: 5791.467285
	Iteration 31Q: 3 clusters Score -1.347296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13472950.000000 Penalty: 5791.467285
	Iteration 32Q: 3 clusters Score -1.347295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13472950.000000 Penalty: 5791.467285
	Iteration 33Q: 3 clusters Score -1.347295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13472950.000000 Penalty: 5791.467285
	Iteration 34F: 3 clusters Score -1.347295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Entering Unmasked Estep 
Score: -2529468.500000 Penalty: 2479.972412
	Iteration 0F: 2 clusters Score -2529468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2514114.000000 Penalty: 4959.944824
	Iteration 0F: 3 clusters Score -2514114 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2519520.250000 Penalty: 4959.944824
	Iteration 1F: 3 clusters Score -2519520 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2520059.750000 Penalty: 4959.944824
	Iteration 2F: 3 clusters Score -2520060 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2520564.250000 Penalty: 4959.944824
	Iteration 3F: 3 clusters Score -2520564 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2521099.000000 Penalty: 4959.944824
	Iteration 4F: 3 clusters Score -2521099 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2521659.000000 Penalty: 4959.944824
	Iteration 5F: 3 clusters Score -2521659 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2522345.000000 Penalty: 4959.944824
	Iteration 6F: 3 clusters Score -2522345 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2523150.750000 Penalty: 4959.944824
	Iteration 7F: 3 clusters Score -2523151 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2524077.500000 Penalty: 4959.944824
	Iteration 8F: 3 clusters Score -2524078 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2525005.500000 Penalty: 4959.944824
	Iteration 9F: 3 clusters Score -2525006 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2525822.500000 Penalty: 4959.944824
	Iteration 10Q: 3 clusters Score -2525822 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2526494.750000 Penalty: 4959.944824
	Iteration 11Q: 3 clusters Score -2526495 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2526932.500000 Penalty: 4959.944824
	Iteration 12Q: 3 clusters Score -2526932 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2527172.750000 Penalty: 4959.944824
	Iteration 13Q: 3 clusters Score -2527173 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2527288.000000 Penalty: 4959.944824
	Iteration 14Q: 3 clusters Score -2527288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2527366.250000 Penalty: 4959.944824
	Iteration 15Q: 3 clusters Score -2527366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2527409.250000 Penalty: 4959.944824
	Iteration 16Q: 3 clusters Score -2527409 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2527431.000000 Penalty: 4959.944824
	Iteration 17Q: 3 clusters Score -2527431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2527439.750000 Penalty: 4959.944824
	Iteration 18Q: 3 clusters Score -2527440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2527454.000000 Penalty: 4959.944824
	Iteration 19Q: 3 clusters Score -2527454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2527467.750000 Penalty: 4959.944824
	Iteration 20F: 3 clusters Score -2527468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2527475.000000 Penalty: 4959.944824
	Iteration 21Q: 3 clusters Score -2527475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2527484.750000 Penalty: 4959.944824
	Iteration 22Q: 3 clusters Score -2527485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2527500.250000 Penalty: 4959.944824
	Iteration 23Q: 3 clusters Score -2527500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2527500.250000 Penalty: 4959.944824
	Iteration 24Q: 3 clusters Score -2527500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2527505.000000 Penalty: 4959.944824
	Iteration 25Q: 3 clusters Score -2527505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2527502.500000 Penalty: 4959.944824
	Iteration 26Q: 3 clusters Score -2527502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2527510.500000 Penalty: 4959.944824
	Iteration 27Q: 3 clusters Score -2527510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2527512.750000 Penalty: 4959.944824
	Iteration 28Q: 3 clusters Score -2527513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2527513.500000 Penalty: 4959.944824
	Iteration 29Q: 3 clusters Score -2527514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2527513.000000 Penalty: 4959.944824
	Iteration 30Q: 3 clusters Score -2527513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2527513.000000 Penalty: 4959.944824
	Iteration 31F: 3 clusters Score -2527513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Entering Unmasked Estep 
Score: -1708316.250000 Penalty: 2374.802490
	Iteration 0F: 2 clusters Score -1708316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1697879.000000 Penalty: 4749.604980
	Iteration 0F: 3 clusters Score -1697879 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1701228.625000 Penalty: 4749.604980
	Iteration 1F: 3 clusters Score -1701229 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1701648.625000 Penalty: 4749.604980
	Iteration 2F: 3 clusters Score -1701649 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1701985.875000 Penalty: 4749.604980
	Iteration 3F: 3 clusters Score -1701986 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1702353.250000 Penalty: 4749.604980
	Iteration 4Q: 3 clusters Score -1702353 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1702779.375000 Penalty: 4749.604980
	Iteration 5Q: 3 clusters Score -1702779 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1703256.750000 Penalty: 4749.604980
	Iteration 6F: 3 clusters Score -1703257 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1703782.625000 Penalty: 4749.604980
	Iteration 7F: 3 clusters Score -1703783 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1704336.375000 Penalty: 4749.604980
	Iteration 8F: 3 clusters Score -1704336 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1704827.625000 Penalty: 4749.604980
	Iteration 9Q: 3 clusters Score -1704828 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1705168.500000 Penalty: 4749.604980
	Iteration 10Q: 3 clusters Score -1705168 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1705376.000000 Penalty: 4749.604980
	Iteration 11Q: 3 clusters Score -1705376 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1705505.125000 Penalty: 4749.604980
	Iteration 12Q: 3 clusters Score -1705505 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1705581.875000 Penalty: 4749.604980
	Iteration 13Q: 3 clusters Score -1705582 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1705637.250000 Penalty: 4749.604980
	Iteration 14Q: 3 clusters Score -1705637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1705690.000000 Penalty: 4749.604980
	Iteration 15Q: 3 clusters Score -1705690 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1705746.625000 Penalty: 4749.604980
	Iteration 16Q: 3 clusters Score -1705747 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1705784.375000 Penalty: 4749.604980
	Iteration 17Q: 3 clusters Score -1705784 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1705818.500000 Penalty: 4749.604980
	Iteration 18Q: 3 clusters Score -1705818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1705848.250000 Penalty: 4749.604980
	Iteration 19Q: 3 clusters Score -1705848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1705879.000000 Penalty: 4749.604980
	Iteration 20F: 3 clusters Score -1705879 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1705898.875000 Penalty: 4749.604980
	Iteration 21Q: 3 clusters Score -1705899 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1705919.375000 Penalty: 4749.604980
	Iteration 22Q: 3 clusters Score -1705919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1705946.500000 Penalty: 4749.604980
	Iteration 23Q: 3 clusters Score -1705946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1705964.750000 Penalty: 4749.604980
	Iteration 24Q: 3 clusters Score -1705965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1705973.500000 Penalty: 4749.604980
	Iteration 25Q: 3 clusters Score -1705974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1705993.875000 Penalty: 4749.604980
	Iteration 26Q: 3 clusters Score -1705994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1705997.500000 Penalty: 4749.604980
	Iteration 27Q: 3 clusters Score -1705998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1706005.250000 Penalty: 4749.604980
	Iteration 28Q: 3 clusters Score -1706005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1706012.000000 Penalty: 4749.604980
	Iteration 29Q: 3 clusters Score -1706012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1706012.375000 Penalty: 4749.604980
	Iteration 30Q: 3 clusters Score -1706012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1706015.750000 Penalty: 4749.604980
	Iteration 31Q: 3 clusters Score -1706016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1706019.125000 Penalty: 4749.604980
	Iteration 32Q: 3 clusters Score -1706019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1706018.000000 Penalty: 4749.604980
	Iteration 33Q: 3 clusters Score -1706018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1706019.500000 Penalty: 4749.604980
	Iteration 34Q: 3 clusters Score -1706020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1706018.500000 Penalty: 4749.604980
	Iteration 35Q: 3 clusters Score -1706018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1706019.375000 Penalty: 4749.604980
	Iteration 36Q: 3 clusters Score -1706019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1706021.750000 Penalty: 4749.604980
	Iteration 37Q: 3 clusters Score -1706022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1706025.375000 Penalty: 4749.604980
	Iteration 38Q: 3 clusters Score -1706025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1706021.125000 Penalty: 4749.604980
	Iteration 39Q: 3 clusters Score -1706021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1706022.375000 Penalty: 4749.604980
	Iteration 40F: 3 clusters Score -1706022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1706029.000000 Penalty: 4749.604980
	Iteration 41Q: 3 clusters Score -1706029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1706029.250000 Penalty: 4749.604980
	Iteration 42Q: 3 clusters Score -1706029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1706029.500000 Penalty: 4749.604980
	Iteration 43Q: 3 clusters Score -1706030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1706030.625000 Penalty: 4749.604980
	Iteration 44Q: 3 clusters Score -1706031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1706033.875000 Penalty: 4749.604980
	Iteration 45Q: 3 clusters Score -1706034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1706034.375000 Penalty: 4749.604980
	Iteration 46Q: 3 clusters Score -1706034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1706034.125000 Penalty: 4749.604980
	Iteration 47Q: 3 clusters Score -1706034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1706033.625000 Penalty: 4749.604980
	Iteration 48Q: 3 clusters Score -1706034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1706032.500000 Penalty: 4749.604980
	Iteration 49Q: 3 clusters Score -1706032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1706036.625000 Penalty: 4749.604980
	Iteration 50Q: 3 clusters Score -1706037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1706037.500000 Penalty: 4749.604980
	Iteration 51Q: 3 clusters Score -1706038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1706037.250000 Penalty: 4749.604980
	Iteration 52Q: 3 clusters Score -1706037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1706036.500000 Penalty: 4749.604980
	Iteration 53Q: 3 clusters Score -1706036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1706037.875000 Penalty: 4749.604980
	Iteration 54Q: 3 clusters Score -1706038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1706038.000000 Penalty: 4749.604980
	Iteration 55Q: 3 clusters Score -1706038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1706038.000000 Penalty: 4749.604980
	Iteration 56F: 3 clusters Score -1706038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -1019242.812500 Penalty: 2265.044434
	Iteration 0F: 2 clusters Score -1019243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1012049.625000 Penalty: 4530.088867
	Iteration 0F: 3 clusters Score -1012050 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1014262.437500 Penalty: 4530.088867
	Iteration 1F: 3 clusters Score -1014262 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1014857.000000 Penalty: 4530.088867
	Iteration 2F: 3 clusters Score -1014857 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1015559.125000 Penalty: 4530.088867
	Iteration 3F: 3 clusters Score -1015559 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1016208.812500 Penalty: 4530.088867
	Iteration 4F: 3 clusters Score -1016209 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1016798.937500 Penalty: 4530.088867
	Iteration 5F: 3 clusters Score -1016799 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1017283.750000 Penalty: 4530.088867
	Iteration 6F: 3 clusters Score -1017284 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1017572.187500 Penalty: 4530.088867
	Iteration 7Q: 3 clusters Score -1017572 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1017765.187500 Penalty: 4530.088867
	Iteration 8Q: 3 clusters Score -1017765 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1017898.750000 Penalty: 4530.088867
	Iteration 9Q: 3 clusters Score -1017899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1017979.750000 Penalty: 4530.088867
	Iteration 10Q: 3 clusters Score -1017980 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1018040.687500 Penalty: 4530.088867
	Iteration 11Q: 3 clusters Score -1018041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1018073.375000 Penalty: 4530.088867
	Iteration 12Q: 3 clusters Score -1018073 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1018097.000000 Penalty: 4530.088867
	Iteration 13Q: 3 clusters Score -1018097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1018122.125000 Penalty: 4530.088867
	Iteration 14Q: 3 clusters Score -1018122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1018148.187500 Penalty: 4530.088867
	Iteration 15Q: 3 clusters Score -1018148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1018170.062500 Penalty: 4530.088867
	Iteration 16Q: 3 clusters Score -1018170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1018179.687500 Penalty: 4530.088867
	Iteration 17Q: 3 clusters Score -1018180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1018190.812500 Penalty: 4530.088867
	Iteration 18Q: 3 clusters Score -1018191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1018201.187500 Penalty: 4530.088867
	Iteration 19Q: 3 clusters Score -1018201 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1018215.812500 Penalty: 4530.088867
	Iteration 20F: 3 clusters Score -1018216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1018228.750000 Penalty: 4530.088867
	Iteration 21Q: 3 clusters Score -1018229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1018244.125000 Penalty: 4530.088867
	Iteration 22Q: 3 clusters Score -1018244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1018253.187500 Penalty: 4530.088867
	Iteration 23Q: 3 clusters Score -1018253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1018261.687500 Penalty: 4530.088867
	Iteration 24Q: 3 clusters Score -1018262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1018267.625000 Penalty: 4530.088867
	Iteration 25Q: 3 clusters Score -1018268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1018270.375000 Penalty: 4530.088867
	Iteration 26Q: 3 clusters Score -1018270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1018273.375000 Penalty: 4530.088867
	Iteration 27Q: 3 clusters Score -1018273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1018276.250000 Penalty: 4530.088867
	Iteration 28Q: 3 clusters Score -1018276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1018277.500000 Penalty: 4530.088867
	Iteration 29Q: 3 clusters Score -1018278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1018280.125000 Penalty: 4530.088867
	Iteration 30Q: 3 clusters Score -1018280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1018282.812500 Penalty: 4530.088867
	Iteration 31Q: 3 clusters Score -1018283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1018285.000000 Penalty: 4530.088867
	Iteration 32Q: 3 clusters Score -1018285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1018286.562500 Penalty: 4530.088867
	Iteration 33Q: 3 clusters Score -1018287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1018288.937500 Penalty: 4530.088867
	Iteration 34Q: 3 clusters Score -1018289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1018290.937500 Penalty: 4530.088867
	Iteration 35Q: 3 clusters Score -1018291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1018292.562500 Penalty: 4530.088867
	Iteration 36Q: 3 clusters Score -1018293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1018295.250000 Penalty: 4530.088867
	Iteration 37Q: 3 clusters Score -1018295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1018294.812500 Penalty: 4530.088867
	Iteration 38Q: 3 clusters Score -1018295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1018294.562500 Penalty: 4530.088867
	Iteration 39Q: 3 clusters Score -1018295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1018296.187500 Penalty: 4530.088867
	Iteration 40F: 3 clusters Score -1018296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1018296.125000 Penalty: 4530.088867
	Iteration 41Q: 3 clusters Score -1018296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1018296.125000 Penalty: 4530.088867
	Iteration 42F: 3 clusters Score -1018296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Entering Unmasked Estep 
Score: -868432.875000 Penalty: 2227.020264
	Iteration 0F: 2 clusters Score -868432.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -862183.437500 Penalty: 4454.040527
	Iteration 0F: 3 clusters Score -862183.4 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -864084.125000 Penalty: 4454.040527
	Iteration 1F: 3 clusters Score -864084.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -864421.375000 Penalty: 4454.040527
	Iteration 2F: 3 clusters Score -864421.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -864706.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -864976.187500 Penalty: 4454.040527
	Iteration 4Q: 3 clusters Score -864976.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -865245.500000 Penalty: 4454.040527
	Iteration 5Q: 3 clusters Score -865245.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -865461.500000 Penalty: 4454.040527
	Iteration 6Q: 3 clusters Score -865461.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -865638.125000 Penalty: 4454.040527
	Iteration 7Q: 3 clusters Score -865638.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -865777.812500 Penalty: 4454.040527
	Iteration 8Q: 3 clusters Score -865777.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -865885.312500 Penalty: 4454.040527
	Iteration 9Q: 3 clusters Score -865885.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -865975.250000 Penalty: 4454.040527
	Iteration 10Q: 3 clusters Score -865975.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -866069.937500 Penalty: 4454.040527
	Iteration 11Q: 3 clusters Score -866069.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -866173.187500 Penalty: 4454.040527
	Iteration 12Q: 3 clusters Score -866173.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -866291.750000 Penalty: 4454.040527
	Iteration 13Q: 3 clusters Score -866291.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -866410.562500 Penalty: 4454.040527
	Iteration 14Q: 3 clusters Score -866410.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -866520.687500 Penalty: 4454.040527
	Iteration 15Q: 3 clusters Score -866520.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -866612.250000 Penalty: 4454.040527
	Iteration 16Q: 3 clusters Score -866612.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -866692.437500 Penalty: 4454.040527
	Iteration 17Q: 3 clusters Score -866692.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -866739.250000 Penalty: 4454.040527
	Iteration 18Q: 3 clusters Score -866739.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -866775.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -866811.687500 Penalty: 4454.040527
	Iteration 20F: 3 clusters Score -866811.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -866843.375000 Penalty: 4454.040527
	Iteration 21Q: 3 clusters Score -866843.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -866873.375000 Penalty: 4454.040527
	Iteration 22Q: 3 clusters Score -866873.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -866892.187500 Penalty: 4454.040527
	Iteration 23Q: 3 clusters Score -866892.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -866905.250000 Penalty: 4454.040527
	Iteration 24Q: 3 clusters Score -866905.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -866919.687500 Penalty: 4454.040527
	Iteration 25Q: 3 clusters Score -866919.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -866930.937500 Penalty: 4454.040527
	Iteration 26Q: 3 clusters Score -866930.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -866940.625000 Penalty: 4454.040527
	Iteration 27Q: 3 clusters Score -866940.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -866944.562500 Penalty: 4454.040527
	Iteration 28Q: 3 clusters Score -866944.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -866958.625000 Penalty: 4454.040527
	Iteration 29Q: 3 clusters Score -866958.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -866970.812500 Penalty: 4454.040527
	Iteration 30Q: 3 clusters Score -866970.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -866980.562500 Penalty: 4454.040527
	Iteration 31Q: 3 clusters Score -866980.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -866992.000000 Penalty: 4454.040527
	Iteration 32Q: 3 clusters Score -866992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -866999.625000 Penalty: 4454.040527
	Iteration 33Q: 3 clusters Score -866999.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -867003.500000 Penalty: 4454.040527
	Iteration 34Q: 3 clusters Score -867003.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -867011.687500 Penalty: 4454.040527
	Iteration 35Q: 3 clusters Score -867011.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -867016.750000 Penalty: 4454.040527
	Iteration 36Q: 3 clusters Score -867016.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -867021.812500 Penalty: 4454.040527
	Iteration 37Q: 3 clusters Score -867021.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -867025.375000 Penalty: 4454.040527
	Iteration 38Q: 3 clusters Score -867025.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -867028.187500 Penalty: 4454.040527
	Iteration 39Q: 3 clusters Score -867028.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -867030.187500 Penalty: 4454.040527
	Iteration 40F: 3 clusters Score -867030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -867033.250000 Penalty: 4454.040527
	Iteration 41Q: 3 clusters Score -867033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -867033.875000 Penalty: 4454.040527
	Iteration 42Q: 3 clusters Score -867033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -867035.375000 Penalty: 4454.040527
	Iteration 43Q: 3 clusters Score -867035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -867037.187500 Penalty: 4454.040527
	Iteration 44Q: 3 clusters Score -867037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -867038.750000 Penalty: 4454.040527
	Iteration 45Q: 3 clusters Score -867038.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -867039.625000 Penalty: 4454.040527
	Iteration 46Q: 3 clusters Score -867039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -867043.000000 Penalty: 4454.040527
	Iteration 47Q: 3 clusters Score -867043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -867044.375000 Penalty: 4454.040527
	Iteration 48Q: 3 clusters Score -867044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -867044.437500 Penalty: 4454.040527
	Iteration 49Q: 3 clusters Score -867044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -867045.687500 Penalty: 4454.040527
	Iteration 50Q: 3 clusters Score -867045.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -867049.375000 Penalty: 4454.040527
	Iteration 51Q: 3 clusters Score -867049.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -867051.625000 Penalty: 4454.040527
	Iteration 52Q: 3 clusters Score -867051.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -867059.312500 Penalty: 4454.040527
	Iteration 53Q: 3 clusters Score -867059.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -867062.687500 Penalty: 4454.040527
	Iteration 54Q: 3 clusters Score -867062.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -867068.125000 Penalty: 4454.040527
	Iteration 55Q: 3 clusters Score -867068.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -867072.000000 Penalty: 4454.040527
	Iteration 56Q: 3 clusters Score -867072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -867083.312500 Penalty: 4454.040527
	Iteration 57Q: 3 clusters Score -867083.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -867086.062500 Penalty: 4454.040527
	Iteration 58Q: 3 clusters Score -867086.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -867096.437500 Penalty: 4454.040527
	Iteration 59Q: 3 clusters Score -867096.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -867109.000000 Penalty: 4454.040527
	Iteration 60F: 3 clusters Score -867109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -867118.312500 Penalty: 4454.040527
	Iteration 61Q: 3 clusters Score -867118.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -867131.375000 Penalty: 4454.040527
	Iteration 62Q: 3 clusters Score -867131.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -867138.375000 Penalty: 4454.040527
	Iteration 63Q: 3 clusters Score -867138.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -867145.500000 Penalty: 4454.040527
	Iteration 64Q: 3 clusters Score -867145.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -867153.687500 Penalty: 4454.040527
	Iteration 65Q: 3 clusters Score -867153.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -867160.437500 Penalty: 4454.040527
	Iteration 66Q: 3 clusters Score -867160.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -867173.437500 Penalty: 4454.040527
	Iteration 67Q: 3 clusters Score -867173.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -867184.187500 Penalty: 4454.040527
	Iteration 68Q: 3 clusters Score -867184.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -867198.250000 Penalty: 4454.040527
	Iteration 69Q: 3 clusters Score -867198.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -867204.312500 Penalty: 4454.040527
	Iteration 70Q: 3 clusters Score -867204.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -867214.000000 Penalty: 4454.040527
	Iteration 71Q: 3 clusters Score -867214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -867223.250000 Penalty: 4454.040527
	Iteration 72Q: 3 clusters Score -867223.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -867232.125000 Penalty: 4454.040527
	Iteration 73Q: 3 clusters Score -867232.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -867242.812500 Penalty: 4454.040527
	Iteration 74Q: 3 clusters Score -867242.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -867254.687500 Penalty: 4454.040527
	Iteration 75Q: 3 clusters Score -867254.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -867266.625000 Penalty: 4454.040527
	Iteration 76Q: 3 clusters Score -867266.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -867276.187500 Penalty: 4454.040527
	Iteration 77Q: 3 clusters Score -867276.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -867283.625000 Penalty: 4454.040527
	Iteration 78Q: 3 clusters Score -867283.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -867292.000000 Penalty: 4454.040527
	Iteration 79Q: 3 clusters Score -867292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -867304.500000 Penalty: 4454.040527
	Iteration 80F: 3 clusters Score -867304.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -867316.500000 Penalty: 4454.040527
	Iteration 81Q: 3 clusters Score -867316.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -867328.437500 Penalty: 4454.040527
	Iteration 82Q: 3 clusters Score -867328.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -867341.000000 Penalty: 4454.040527
	Iteration 83Q: 3 clusters Score -867341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -867348.062500 Penalty: 4454.040527
	Iteration 84Q: 3 clusters Score -867348.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -867360.750000 Penalty: 4454.040527
	Iteration 85Q: 3 clusters Score -867360.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -867371.312500 Penalty: 4454.040527
	Iteration 86Q: 3 clusters Score -867371.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -867382.375000 Penalty: 4454.040527
	Iteration 87Q: 3 clusters Score -867382.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -867393.875000 Penalty: 4454.040527
	Iteration 88Q: 3 clusters Score -867393.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -867404.937500 Penalty: 4454.040527
	Iteration 89Q: 3 clusters Score -867404.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -867411.812500 Penalty: 4454.040527
	Iteration 90Q: 3 clusters Score -867411.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -867417.625000 Penalty: 4454.040527
	Iteration 91Q: 3 clusters Score -867417.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -867428.062500 Penalty: 4454.040527
	Iteration 92Q: 3 clusters Score -867428.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -867436.625000 Penalty: 4454.040527
	Iteration 93Q: 3 clusters Score -867436.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -867450.500000 Penalty: 4454.040527
	Iteration 94Q: 3 clusters Score -867450.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -867474.500000 Penalty: 4454.040527
	Iteration 95Q: 3 clusters Score -867474.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -867497.187500 Penalty: 4454.040527
	Iteration 96Q: 3 clusters Score -867497.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -867513.500000 Penalty: 4454.040527
	Iteration 97Q: 3 clusters Score -867513.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -867528.375000 Penalty: 4454.040527
	Iteration 98Q: 3 clusters Score -867528.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -867554.125000 Penalty: 4454.040527
	Iteration 99Q: 3 clusters Score -867554.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -867581.062500 Penalty: 4454.040527
	Iteration 100F: 3 clusters Score -867581.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -867608.437500 Penalty: 4454.040527
	Iteration 101Q: 3 clusters Score -867608.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -867641.000000 Penalty: 4454.040527
	Iteration 102Q: 3 clusters Score -867641 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -867680.875000 Penalty: 4454.040527
	Iteration 103Q: 3 clusters Score -867680.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -867748.437500 Penalty: 4454.040527
	Iteration 104Q: 3 clusters Score -867748.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -867854.562500 Penalty: 4454.040527
	Iteration 105Q: 3 clusters Score -867854.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -867971.750000 Penalty: 4454.040527
	Iteration 106Q: 3 clusters Score -867971.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -868070.562500 Penalty: 4454.040527
	Iteration 107Q: 3 clusters Score -868070.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -868111.062500 Penalty: 4454.040527
	Iteration 108Q: 3 clusters Score -868111.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -868141.125000 Penalty: 4454.040527
	Iteration 109Q: 3 clusters Score -868141.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -868154.000000 Penalty: 4454.040527
	Iteration 110Q: 3 clusters Score -868154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -868167.812500 Penalty: 4454.040527
	Iteration 111Q: 3 clusters Score -868167.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -868176.125000 Penalty: 4454.040527
	Iteration 112Q: 3 clusters Score -868176.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -868180.500000 Penalty: 4454.040527
	Iteration 113Q: 3 clusters Score -868180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -868182.750000 Penalty: 4454.040527
	Iteration 114Q: 3 clusters Score -868182.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -868183.000000 Penalty: 4454.040527
	Iteration 115Q: 3 clusters Score -868183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -868182.375000 Penalty: 4454.040527
	Iteration 116Q: 3 clusters Score -868182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -868185.000000 Penalty: 4454.040527
	Iteration 117Q: 3 clusters Score -868185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -868185.000000 Penalty: 4454.040527
	Iteration 118F: 3 clusters Score -868185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168368 members 
Entering Unmasked Estep 
Score: -19469000.000000 Penalty: 2984.408936
	Iteration 0F: 2 clusters Score -1.9469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84293 members 
Mstep: Class 2 contains 84075 members 
Entering Unmasked Estep 
Score: -19356138.000000 Penalty: 5968.817871
	Iteration 0F: 3 clusters Score -1.935614e+07 nChanged 80623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -19405664.000000 Penalty: 5968.817871
	Iteration 1F: 3 clusters Score -1.940566e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -19408482.000000 Penalty: 5968.817871
	Iteration 2Q: 3 clusters Score -1.940848e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -19412724.000000 Penalty: 5968.817871
	Iteration 3F: 3 clusters Score -1.941272e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -19418056.000000 Penalty: 5968.817871
	Iteration 4F: 3 clusters Score -1.941806e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112744 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -19424350.000000 Penalty: 5968.817871
	Iteration 5F: 3 clusters Score -1.942435e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -19430984.000000 Penalty: 5968.817871
	Iteration 6F: 3 clusters Score -1.943098e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131203 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -19438096.000000 Penalty: 5968.817871
	Iteration 7F: 3 clusters Score -1.94381e+07 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140716 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -19445098.000000 Penalty: 5968.817871
	Iteration 8F: 3 clusters Score -1.94451e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149367 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -19451620.000000 Penalty: 5968.817871
	Iteration 9F: 3 clusters Score -1.945162e+07 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -19457340.000000 Penalty: 5968.817871
	Iteration 10Q: 3 clusters Score -1.945734e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161806 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -19461488.000000 Penalty: 5968.817871
	Iteration 11Q: 3 clusters Score -1.946149e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164963 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19463904.000000 Penalty: 5968.817871
	Iteration 12Q: 3 clusters Score -1.94639e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166598 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -19465214.000000 Penalty: 5968.817871
	Iteration 13Q: 3 clusters Score -1.946521e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -19465796.000000 Penalty: 5968.817871
	Iteration 14Q: 3 clusters Score -1.94658e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167631 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -19466106.000000 Penalty: 5968.817871
	Iteration 15Q: 3 clusters Score -1.946611e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -19466248.000000 Penalty: 5968.817871
	Iteration 16Q: 3 clusters Score -1.946625e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19466346.000000 Penalty: 5968.817871
	Iteration 17Q: 3 clusters Score -1.946635e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167861 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -19466374.000000 Penalty: 5968.817871
	Iteration 18Q: 3 clusters Score -1.946637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167881 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19466410.000000 Penalty: 5968.817871
	Iteration 19Q: 3 clusters Score -1.946641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -19466430.000000 Penalty: 5968.817871
	Iteration 20F: 3 clusters Score -1.946643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167910 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -19466462.000000 Penalty: 5968.817871
	Iteration 21Q: 3 clusters Score -1.946646e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167923 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19466482.000000 Penalty: 5968.817871
	Iteration 22Q: 3 clusters Score -1.946648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167929 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -19466508.000000 Penalty: 5968.817871
	Iteration 23Q: 3 clusters Score -1.946651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167937 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -19466526.000000 Penalty: 5968.817871
	Iteration 24Q: 3 clusters Score -1.946653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167941 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19466516.000000 Penalty: 5968.817871
	Iteration 25Q: 3 clusters Score -1.946652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19466516.000000 Penalty: 5968.817871
	Iteration 26Q: 3 clusters Score -1.946652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167943 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -19466514.000000 Penalty: 5968.817871
	Iteration 27Q: 3 clusters Score -1.946651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19466512.000000 Penalty: 5968.817871
	Iteration 28Q: 3 clusters Score -1.946651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19466516.000000 Penalty: 5968.817871
	Iteration 29Q: 3 clusters Score -1.946652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -19466516.000000 Penalty: 5968.817871
	Iteration 30F: 3 clusters Score -1.946652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Entering Unmasked Estep 
Score: -1475980.750000 Penalty: 2356.875977
	Iteration 0F: 2 clusters Score -1475981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1466079.125000 Penalty: 4713.751953
	Iteration 0F: 3 clusters Score -1466079 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1469157.625000 Penalty: 4713.751953
	Iteration 1F: 3 clusters Score -1469158 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1469637.500000 Penalty: 4713.751953
	Iteration 2F: 3 clusters Score -1469638 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1470088.875000 Penalty: 4713.751953
	Iteration 3F: 3 clusters Score -1470089 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1470481.875000 Penalty: 4713.751953
	Iteration 4F: 3 clusters Score -1470482 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1470849.750000 Penalty: 4713.751953
	Iteration 5F: 3 clusters Score -1470850 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1471208.500000 Penalty: 4713.751953
	Iteration 6Q: 3 clusters Score -1471208 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1471534.250000 Penalty: 4713.751953
	Iteration 7Q: 3 clusters Score -1471534 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1471852.375000 Penalty: 4713.751953
	Iteration 8Q: 3 clusters Score -1471852 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1472177.625000 Penalty: 4713.751953
	Iteration 9Q: 3 clusters Score -1472178 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1472517.625000 Penalty: 4713.751953
	Iteration 10Q: 3 clusters Score -1472518 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1472839.750000 Penalty: 4713.751953
	Iteration 11Q: 3 clusters Score -1472840 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1473088.750000 Penalty: 4713.751953
	Iteration 12Q: 3 clusters Score -1473089 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1473289.750000 Penalty: 4713.751953
	Iteration 13Q: 3 clusters Score -1473290 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1473465.000000 Penalty: 4713.751953
	Iteration 14Q: 3 clusters Score -1473465 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1473592.750000 Penalty: 4713.751953
	Iteration 15Q: 3 clusters Score -1473593 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1473719.750000 Penalty: 4713.751953
	Iteration 16Q: 3 clusters Score -1473720 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1473831.250000 Penalty: 4713.751953
	Iteration 17Q: 3 clusters Score -1473831 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1473900.250000 Penalty: 4713.751953
	Iteration 18Q: 3 clusters Score -1473900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1473947.625000 Penalty: 4713.751953
	Iteration 19Q: 3 clusters Score -1473948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1473974.500000 Penalty: 4713.751953
	Iteration 20F: 3 clusters Score -1473974 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1473991.125000 Penalty: 4713.751953
	Iteration 21Q: 3 clusters Score -1473991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1474002.250000 Penalty: 4713.751953
	Iteration 22Q: 3 clusters Score -1474002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1474007.750000 Penalty: 4713.751953
	Iteration 23Q: 3 clusters Score -1474008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1474016.750000 Penalty: 4713.751953
	Iteration 24Q: 3 clusters Score -1474017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1474026.625000 Penalty: 4713.751953
	Iteration 25Q: 3 clusters Score -1474027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1474038.125000 Penalty: 4713.751953
	Iteration 26Q: 3 clusters Score -1474038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1474056.250000 Penalty: 4713.751953
	Iteration 27Q: 3 clusters Score -1474056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1474069.375000 Penalty: 4713.751953
	Iteration 28Q: 3 clusters Score -1474069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1474078.125000 Penalty: 4713.751953
	Iteration 29Q: 3 clusters Score -1474078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1474087.875000 Penalty: 4713.751953
	Iteration 30Q: 3 clusters Score -1474088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1474094.375000 Penalty: 4713.751953
	Iteration 31Q: 3 clusters Score -1474094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1474097.250000 Penalty: 4713.751953
	Iteration 32Q: 3 clusters Score -1474097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1474097.000000 Penalty: 4713.751953
	Iteration 33Q: 3 clusters Score -1474097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1474098.125000 Penalty: 4713.751953
	Iteration 34Q: 3 clusters Score -1474098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1474099.500000 Penalty: 4713.751953
	Iteration 35Q: 3 clusters Score -1474100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1474104.250000 Penalty: 4713.751953
	Iteration 36Q: 3 clusters Score -1474104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1474108.250000 Penalty: 4713.751953
	Iteration 37Q: 3 clusters Score -1474108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1474110.500000 Penalty: 4713.751953
	Iteration 38Q: 3 clusters Score -1474110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1474112.625000 Penalty: 4713.751953
	Iteration 39Q: 3 clusters Score -1474113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1474114.750000 Penalty: 4713.751953
	Iteration 40F: 3 clusters Score -1474115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1474116.875000 Penalty: 4713.751953
	Iteration 41Q: 3 clusters Score -1474117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1474121.375000 Penalty: 4713.751953
	Iteration 42Q: 3 clusters Score -1474121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1474121.375000 Penalty: 4713.751953
	Iteration 43Q: 3 clusters Score -1474121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1474123.375000 Penalty: 4713.751953
	Iteration 44Q: 3 clusters Score -1474123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1474123.375000 Penalty: 4713.751953
	Iteration 45F: 3 clusters Score -1474123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (34724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Entering Unmasked Estep 
Score: -3891101.500000 Penalty: 2592.886230
	Iteration 0F: 2 clusters Score -3891102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3867423.500000 Penalty: 5185.772461
	Iteration 0F: 3 clusters Score -3867424 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3876193.250000 Penalty: 5185.772461
	Iteration 1F: 3 clusters Score -3876193 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3877034.750000 Penalty: 5185.772461
	Iteration 2F: 3 clusters Score -3877035 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3878012.000000 Penalty: 5185.772461
	Iteration 3F: 3 clusters Score -3878012 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3879255.250000 Penalty: 5185.772461
	Iteration 4F: 3 clusters Score -3879255 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -3880890.500000 Penalty: 5185.772461
	Iteration 5F: 3 clusters Score -3880890 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3882600.500000 Penalty: 5185.772461
	Iteration 6F: 3 clusters Score -3882600 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -3884177.500000 Penalty: 5185.772461
	Iteration 7F: 3 clusters Score -3884178 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -3885452.000000 Penalty: 5185.772461
	Iteration 8F: 3 clusters Score -3885452 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3886593.250000 Penalty: 5185.772461
	Iteration 9Q: 3 clusters Score -3886593 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3887490.500000 Penalty: 5185.772461
	Iteration 10Q: 3 clusters Score -3887490 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3888139.000000 Penalty: 5185.772461
	Iteration 11Q: 3 clusters Score -3888139 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3888580.500000 Penalty: 5185.772461
	Iteration 12Q: 3 clusters Score -3888580 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3888864.500000 Penalty: 5185.772461
	Iteration 13Q: 3 clusters Score -3888864 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3889034.250000 Penalty: 5185.772461
	Iteration 14Q: 3 clusters Score -3889034 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3889192.750000 Penalty: 5185.772461
	Iteration 15Q: 3 clusters Score -3889193 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3889297.500000 Penalty: 5185.772461
	Iteration 16Q: 3 clusters Score -3889298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3889435.500000 Penalty: 5185.772461
	Iteration 17Q: 3 clusters Score -3889436 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3889574.250000 Penalty: 5185.772461
	Iteration 18Q: 3 clusters Score -3889574 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3889695.000000 Penalty: 5185.772461
	Iteration 19Q: 3 clusters Score -3889695 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3889759.750000 Penalty: 5185.772461
	Iteration 20F: 3 clusters Score -3889760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3889819.750000 Penalty: 5185.772461
	Iteration 21Q: 3 clusters Score -3889820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3889848.750000 Penalty: 5185.772461
	Iteration 22Q: 3 clusters Score -3889849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3889860.750000 Penalty: 5185.772461
	Iteration 23Q: 3 clusters Score -3889861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3889866.750000 Penalty: 5185.772461
	Iteration 24Q: 3 clusters Score -3889867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3889877.750000 Penalty: 5185.772461
	Iteration 25Q: 3 clusters Score -3889878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3889880.500000 Penalty: 5185.772461
	Iteration 26Q: 3 clusters Score -3889880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3889882.750000 Penalty: 5185.772461
	Iteration 27Q: 3 clusters Score -3889883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3889888.750000 Penalty: 5185.772461
	Iteration 28Q: 3 clusters Score -3889889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3889888.500000 Penalty: 5185.772461
	Iteration 29Q: 3 clusters Score -3889888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3889885.750000 Penalty: 5185.772461
	Iteration 30Q: 3 clusters Score -3889886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3889884.250000 Penalty: 5185.772461
	Iteration 31Q: 3 clusters Score -3889884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3889890.250000 Penalty: 5185.772461
	Iteration 32Q: 3 clusters Score -3889890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3889892.750000 Penalty: 5185.772461
	Iteration 33Q: 3 clusters Score -3889893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3889900.750000 Penalty: 5185.772461
	Iteration 34Q: 3 clusters Score -3889901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3889898.250000 Penalty: 5185.772461
	Iteration 35Q: 3 clusters Score -3889898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3889896.250000 Penalty: 5185.772461
	Iteration 36Q: 3 clusters Score -3889896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3889894.750000 Penalty: 5185.772461
	Iteration 37Q: 3 clusters Score -3889895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3889889.000000 Penalty: 5185.772461
	Iteration 38Q: 3 clusters Score -3889889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3889893.500000 Penalty: 5185.772461
	Iteration 39Q: 3 clusters Score -3889894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3889896.250000 Penalty: 5185.772461
	Iteration 40F: 3 clusters Score -3889896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3889895.500000 Penalty: 5185.772461
	Iteration 41Q: 3 clusters Score -3889896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3889896.250000 Penalty: 5185.772461
	Iteration 42Q: 3 clusters Score -3889896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3889893.750000 Penalty: 5185.772461
	Iteration 43Q: 3 clusters Score -3889894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3889892.250000 Penalty: 5185.772461
	Iteration 44Q: 3 clusters Score -3889892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3889891.750000 Penalty: 5185.772461
	Iteration 45Q: 3 clusters Score -3889892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3889895.000000 Penalty: 5185.772461
	Iteration 46Q: 3 clusters Score -3889895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3889893.750000 Penalty: 5185.772461
	Iteration 47Q: 3 clusters Score -3889894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3889897.500000 Penalty: 5185.772461
	Iteration 48Q: 3 clusters Score -3889898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3889899.000000 Penalty: 5185.772461
	Iteration 49Q: 3 clusters Score -3889899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3889899.000000 Penalty: 5185.772461
	Iteration 50Q: 3 clusters Score -3889899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3889899.000000 Penalty: 5185.772461
	Iteration 51F: 3 clusters Score -3889899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Entering Unmasked Estep 
Score: -392598.343750 Penalty: 2037.991699
	Iteration 0F: 2 clusters Score -392598.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -388907.187500 Penalty: 4075.983398
	Iteration 0F: 3 clusters Score -388907.2 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -389874.500000 Penalty: 4075.983398
	Iteration 1F: 3 clusters Score -389874.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -390153.593750 Penalty: 4075.983398
	Iteration 2F: 3 clusters Score -390153.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -390349.250000 Penalty: 4075.983398
	Iteration 3F: 3 clusters Score -390349.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -390544.187500 Penalty: 4075.983398
	Iteration 4F: 3 clusters Score -390544.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -390765.250000 Penalty: 4075.983398
	Iteration 5F: 3 clusters Score -390765.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -391040.781250 Penalty: 4075.983398
	Iteration 6F: 3 clusters Score -391040.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -391321.218750 Penalty: 4075.983398
	Iteration 7F: 3 clusters Score -391321.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -391582.937500 Penalty: 4075.983398
	Iteration 8F: 3 clusters Score -391582.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -391771.093750 Penalty: 4075.983398
	Iteration 9Q: 3 clusters Score -391771.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -391914.093750 Penalty: 4075.983398
	Iteration 10Q: 3 clusters Score -391914.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -392017.781250 Penalty: 4075.983398
	Iteration 11Q: 3 clusters Score -392017.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -392099.875000 Penalty: 4075.983398
	Iteration 12Q: 3 clusters Score -392099.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -392168.500000 Penalty: 4075.983398
	Iteration 13Q: 3 clusters Score -392168.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -392233.218750 Penalty: 4075.983398
	Iteration 14Q: 3 clusters Score -392233.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -392277.312500 Penalty: 4075.983398
	Iteration 15Q: 3 clusters Score -392277.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -392313.218750 Penalty: 4075.983398
	Iteration 16Q: 3 clusters Score -392313.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -392342.437500 Penalty: 4075.983398
	Iteration 17Q: 3 clusters Score -392342.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -392365.750000 Penalty: 4075.983398
	Iteration 18Q: 3 clusters Score -392365.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -392383.406250 Penalty: 4075.983398
	Iteration 19Q: 3 clusters Score -392383.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -392394.812500 Penalty: 4075.983398
	Iteration 20F: 3 clusters Score -392394.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -392404.906250 Penalty: 4075.983398
	Iteration 21Q: 3 clusters Score -392404.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -392416.031250 Penalty: 4075.983398
	Iteration 22Q: 3 clusters Score -392416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -392423.843750 Penalty: 4075.983398
	Iteration 23Q: 3 clusters Score -392423.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -392430.656250 Penalty: 4075.983398
	Iteration 24Q: 3 clusters Score -392430.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -392435.531250 Penalty: 4075.983398
	Iteration 25Q: 3 clusters Score -392435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -392441.593750 Penalty: 4075.983398
	Iteration 26Q: 3 clusters Score -392441.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -392451.562500 Penalty: 4075.983398
	Iteration 27Q: 3 clusters Score -392451.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -392458.718750 Penalty: 4075.983398
	Iteration 28Q: 3 clusters Score -392458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -392464.937500 Penalty: 4075.983398
	Iteration 29Q: 3 clusters Score -392464.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -392471.906250 Penalty: 4075.983398
	Iteration 30Q: 3 clusters Score -392471.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -392482.531250 Penalty: 4075.983398
	Iteration 31Q: 3 clusters Score -392482.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -392497.031250 Penalty: 4075.983398
	Iteration 32Q: 3 clusters Score -392497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -392516.375000 Penalty: 4075.983398
	Iteration 33Q: 3 clusters Score -392516.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -392533.687500 Penalty: 4075.983398
	Iteration 34Q: 3 clusters Score -392533.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -392554.718750 Penalty: 4075.983398
	Iteration 35Q: 3 clusters Score -392554.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -392581.812500 Penalty: 4075.983398
	Iteration 36Q: 3 clusters Score -392581.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -392608.593750 Penalty: 4075.983398
	Iteration 37Q: 3 clusters Score -392608.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -392624.218750 Penalty: 4075.983398
	Iteration 38Q: 3 clusters Score -392624.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -392641.875000 Penalty: 4075.983398
	Iteration 39Q: 3 clusters Score -392641.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -392661.875000 Penalty: 4075.983398
	Iteration 40F: 3 clusters Score -392661.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -392683.468750 Penalty: 4075.983398
	Iteration 41Q: 3 clusters Score -392683.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -392701.218750 Penalty: 4075.983398
	Iteration 42Q: 3 clusters Score -392701.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -392712.718750 Penalty: 4075.983398
	Iteration 43Q: 3 clusters Score -392712.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -392718.281250 Penalty: 4075.983398
	Iteration 44Q: 3 clusters Score -392718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -392723.593750 Penalty: 4075.983398
	Iteration 45Q: 3 clusters Score -392723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -392725.718750 Penalty: 4075.983398
	Iteration 46Q: 3 clusters Score -392725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -392727.812500 Penalty: 4075.983398
	Iteration 47Q: 3 clusters Score -392727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -392729.843750 Penalty: 4075.983398
	Iteration 48Q: 3 clusters Score -392729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -392730.375000 Penalty: 4075.983398
	Iteration 49Q: 3 clusters Score -392730.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -392731.156250 Penalty: 4075.983398
	Iteration 50Q: 3 clusters Score -392731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -392731.000000 Penalty: 4075.983398
	Iteration 51Q: 3 clusters Score -392731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -392731.468750 Penalty: 4075.983398
	Iteration 52Q: 3 clusters Score -392731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -392731.593750 Penalty: 4075.983398
	Iteration 53Q: 3 clusters Score -392731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -392731.593750 Penalty: 4075.983398
	Iteration 54F: 3 clusters Score -392731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 985 members 
Mstep: Class 26 contains 188293 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Mstep: Class 41 contains 2721 members 
Entering Unmasked Estep 
Score: -225985008.000000 Penalty: 147590.875000
Splitting cluster 25 changes total score from -225986096.000000 to -225985008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (188293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Entering Unmasked Estep 
Score: -21970456.000000 Penalty: 3012.147217
	Iteration 0F: 2 clusters Score -2.197046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 94030 members 
Entering Unmasked Estep 
Score: -21847954.000000 Penalty: 6024.294434
	Iteration 0F: 3 clusters Score -2.184795e+07 nChanged 90260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94569 members 
Mstep: Class 2 contains 93724 members 
Entering Unmasked Estep 
Score: -21901554.000000 Penalty: 6024.294434
	Iteration 1F: 3 clusters Score -2.190155e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 93424 members 
Entering Unmasked Estep 
Score: -21903122.000000 Penalty: 6024.294434
	Iteration 2Q: 3 clusters Score -2.190312e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -21904858.000000 Penalty: 6024.294434
	Iteration 3Q: 3 clusters Score -2.190486e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 91784 members 
Entering Unmasked Estep 
Score: -21906964.000000 Penalty: 6024.294434
	Iteration 4Q: 3 clusters Score -2.190696e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -21909534.000000 Penalty: 6024.294434
	Iteration 5Q: 3 clusters Score -2.190953e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -21913610.000000 Penalty: 6024.294434
	Iteration 6Q: 3 clusters Score -2.191361e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106191 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -21920222.000000 Penalty: 6024.294434
	Iteration 7F: 3 clusters Score -2.192022e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111913 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -21931108.000000 Penalty: 6024.294434
	Iteration 8F: 3 clusters Score -2.193111e+07 nChanged 13383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117300 members 
Mstep: Class 2 contains 70993 members 
Entering Unmasked Estep 
Score: -21942438.000000 Penalty: 6024.294434
	Iteration 9F: 3 clusters Score -2.194244e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 67192 members 
Entering Unmasked Estep 
Score: -21948722.000000 Penalty: 6024.294434
	Iteration 10F: 3 clusters Score -2.194872e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123909 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -21951250.000000 Penalty: 6024.294434
	Iteration 11Q: 3 clusters Score -2.195125e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126451 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -21952644.000000 Penalty: 6024.294434
	Iteration 12Q: 3 clusters Score -2.195264e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128809 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -21953746.000000 Penalty: 6024.294434
	Iteration 13Q: 3 clusters Score -2.195375e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130976 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -21954462.000000 Penalty: 6024.294434
	Iteration 14Q: 3 clusters Score -2.195446e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133048 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -21955232.000000 Penalty: 6024.294434
	Iteration 15Q: 3 clusters Score -2.195523e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -21955810.000000 Penalty: 6024.294434
	Iteration 16Q: 3 clusters Score -2.195581e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137066 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -21956378.000000 Penalty: 6024.294434
	Iteration 17Q: 3 clusters Score -2.195638e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139010 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -21956966.000000 Penalty: 6024.294434
	Iteration 18Q: 3 clusters Score -2.195697e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141012 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -21957408.000000 Penalty: 6024.294434
	Iteration 19Q: 3 clusters Score -2.195741e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142979 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -21957894.000000 Penalty: 6024.294434
	Iteration 20F: 3 clusters Score -2.195789e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -21958458.000000 Penalty: 6024.294434
	Iteration 21Q: 3 clusters Score -2.195846e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146920 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -21959140.000000 Penalty: 6024.294434
	Iteration 22Q: 3 clusters Score -2.195914e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149060 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -21959474.000000 Penalty: 6024.294434
	Iteration 23Q: 3 clusters Score -2.195947e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151117 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -21960012.000000 Penalty: 6024.294434
	Iteration 24Q: 3 clusters Score -2.196001e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -21960616.000000 Penalty: 6024.294434
	Iteration 25Q: 3 clusters Score -2.196062e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155358 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -21961216.000000 Penalty: 6024.294434
	Iteration 26Q: 3 clusters Score -2.196122e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -21961658.000000 Penalty: 6024.294434
	Iteration 27Q: 3 clusters Score -2.196166e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159781 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -21962096.000000 Penalty: 6024.294434
	Iteration 28Q: 3 clusters Score -2.19621e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -21962512.000000 Penalty: 6024.294434
	Iteration 29Q: 3 clusters Score -2.196251e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164404 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -21963232.000000 Penalty: 6024.294434
	Iteration 30Q: 3 clusters Score -2.196323e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -21963844.000000 Penalty: 6024.294434
	Iteration 31Q: 3 clusters Score -2.196384e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -21964370.000000 Penalty: 6024.294434
	Iteration 32Q: 3 clusters Score -2.196437e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -21965022.000000 Penalty: 6024.294434
	Iteration 33Q: 3 clusters Score -2.196502e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173695 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -21965498.000000 Penalty: 6024.294434
	Iteration 34Q: 3 clusters Score -2.19655e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175802 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -21966238.000000 Penalty: 6024.294434
	Iteration 35Q: 3 clusters Score -2.196624e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177675 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -21966704.000000 Penalty: 6024.294434
	Iteration 36Q: 3 clusters Score -2.19667e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179313 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -21966998.000000 Penalty: 6024.294434
	Iteration 37Q: 3 clusters Score -2.1967e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180723 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -21967166.000000 Penalty: 6024.294434
	Iteration 38Q: 3 clusters Score -2.196717e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181954 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -21967542.000000 Penalty: 6024.294434
	Iteration 39Q: 3 clusters Score -2.196754e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182978 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -21967766.000000 Penalty: 6024.294434
	Iteration 40F: 3 clusters Score -2.196777e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183887 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -21967968.000000 Penalty: 6024.294434
	Iteration 41Q: 3 clusters Score -2.196797e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184573 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -21968032.000000 Penalty: 6024.294434
	Iteration 42Q: 3 clusters Score -2.196803e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185138 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -21968064.000000 Penalty: 6024.294434
	Iteration 43Q: 3 clusters Score -2.196806e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185573 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -21968202.000000 Penalty: 6024.294434
	Iteration 44Q: 3 clusters Score -2.19682e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185948 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -21968234.000000 Penalty: 6024.294434
	Iteration 45Q: 3 clusters Score -2.196823e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186232 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21968330.000000 Penalty: 6024.294434
	Iteration 46Q: 3 clusters Score -2.196833e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186456 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -21968340.000000 Penalty: 6024.294434
	Iteration 47Q: 3 clusters Score -2.196834e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186648 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21968392.000000 Penalty: 6024.294434
	Iteration 48Q: 3 clusters Score -2.196839e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186771 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -21968444.000000 Penalty: 6024.294434
	Iteration 49Q: 3 clusters Score -2.196844e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186870 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -21968474.000000 Penalty: 6024.294434
	Iteration 50Q: 3 clusters Score -2.196847e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186936 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21968516.000000 Penalty: 6024.294434
	Iteration 51Q: 3 clusters Score -2.196852e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186996 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21968520.000000 Penalty: 6024.294434
	Iteration 52Q: 3 clusters Score -2.196852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21968536.000000 Penalty: 6024.294434
	Iteration 53Q: 3 clusters Score -2.196854e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187095 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21968546.000000 Penalty: 6024.294434
	Iteration 54Q: 3 clusters Score -2.196855e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187127 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21968604.000000 Penalty: 6024.294434
	Iteration 55Q: 3 clusters Score -2.19686e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21968656.000000 Penalty: 6024.294434
	Iteration 56Q: 3 clusters Score -2.196866e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187174 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -21968670.000000 Penalty: 6024.294434
	Iteration 57Q: 3 clusters Score -2.196867e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187199 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -21968674.000000 Penalty: 6024.294434
	Iteration 58Q: 3 clusters Score -2.196867e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187216 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -21968668.000000 Penalty: 6024.294434
	Iteration 59Q: 3 clusters Score -2.196867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -21968686.000000 Penalty: 6024.294434
	Iteration 60F: 3 clusters Score -2.196869e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187235 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21968702.000000 Penalty: 6024.294434
	Iteration 61Q: 3 clusters Score -2.19687e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21968730.000000 Penalty: 6024.294434
	Iteration 62Q: 3 clusters Score -2.196873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187242 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -21968752.000000 Penalty: 6024.294434
	Iteration 63Q: 3 clusters Score -2.196875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187251 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -21968786.000000 Penalty: 6024.294434
	Iteration 64Q: 3 clusters Score -2.196879e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187262 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -21968772.000000 Penalty: 6024.294434
	Iteration 65Q: 3 clusters Score -2.196877e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187270 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -21968794.000000 Penalty: 6024.294434
	Iteration 66Q: 3 clusters Score -2.196879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187275 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21968810.000000 Penalty: 6024.294434
	Iteration 67Q: 3 clusters Score -2.196881e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -21968798.000000 Penalty: 6024.294434
	Iteration 68Q: 3 clusters Score -2.19688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187272 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21968802.000000 Penalty: 6024.294434
	Iteration 69Q: 3 clusters Score -2.19688e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -21968808.000000 Penalty: 6024.294434
	Iteration 70Q: 3 clusters Score -2.196881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -21968808.000000 Penalty: 6024.294434
	Iteration 71Q: 3 clusters Score -2.196881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187274 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -21968818.000000 Penalty: 6024.294434
	Iteration 72Q: 3 clusters Score -2.196882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187273 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -21968818.000000 Penalty: 6024.294434
	Iteration 73Q: 3 clusters Score -2.196882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187272 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21968832.000000 Penalty: 6024.294434
	Iteration 74Q: 3 clusters Score -2.196883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187275 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21968824.000000 Penalty: 6024.294434
	Iteration 75Q: 3 clusters Score -2.196882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187275 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -21968844.000000 Penalty: 6024.294434
	Iteration 76Q: 3 clusters Score -2.196884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187278 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21968884.000000 Penalty: 6024.294434
	Iteration 77Q: 3 clusters Score -2.196888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21968866.000000 Penalty: 6024.294434
	Iteration 78Q: 3 clusters Score -2.196887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187283 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -21968872.000000 Penalty: 6024.294434
	Iteration 79Q: 3 clusters Score -2.196887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21968862.000000 Penalty: 6024.294434
	Iteration 80F: 3 clusters Score -2.196886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21968864.000000 Penalty: 6024.294434
	Iteration 81Q: 3 clusters Score -2.196886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21968864.000000 Penalty: 6024.294434
	Iteration 82Q: 3 clusters Score -2.196886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21968874.000000 Penalty: 6024.294434
	Iteration 83Q: 3 clusters Score -2.196887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21968868.000000 Penalty: 6024.294434
	Iteration 84Q: 3 clusters Score -2.196887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187283 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -21968866.000000 Penalty: 6024.294434
	Iteration 85Q: 3 clusters Score -2.196887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21968864.000000 Penalty: 6024.294434
	Iteration 86Q: 3 clusters Score -2.196886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187281 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21968864.000000 Penalty: 6024.294434
	Iteration 87F: 3 clusters Score -2.196886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Entering Unmasked Estep 
Score: -724211.375000 Penalty: 2178.813721
	Iteration 0F: 2 clusters Score -724211.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -718735.687500 Penalty: 4357.627441
	Iteration 0F: 3 clusters Score -718735.7 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -720275.250000 Penalty: 4357.627441
	Iteration 1F: 3 clusters Score -720275.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -720673.437500 Penalty: 4357.627441
	Iteration 2F: 3 clusters Score -720673.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -721025.437500 Penalty: 4357.627441
	Iteration 3F: 3 clusters Score -721025.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -721384.687500 Penalty: 4357.627441
	Iteration 4F: 3 clusters Score -721384.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -721741.062500 Penalty: 4357.627441
	Iteration 5F: 3 clusters Score -721741.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -721994.750000 Penalty: 4357.627441
	Iteration 6F: 3 clusters Score -721994.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -722154.750000 Penalty: 4357.627441
	Iteration 7Q: 3 clusters Score -722154.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -722246.937500 Penalty: 4357.627441
	Iteration 8Q: 3 clusters Score -722246.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -722319.625000 Penalty: 4357.627441
	Iteration 9Q: 3 clusters Score -722319.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -722380.250000 Penalty: 4357.627441
	Iteration 10Q: 3 clusters Score -722380.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -722417.687500 Penalty: 4357.627441
	Iteration 11Q: 3 clusters Score -722417.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -722452.250000 Penalty: 4357.627441
	Iteration 12Q: 3 clusters Score -722452.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -722486.562500 Penalty: 4357.627441
	Iteration 13Q: 3 clusters Score -722486.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -722519.187500 Penalty: 4357.627441
	Iteration 14Q: 3 clusters Score -722519.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -722538.500000 Penalty: 4357.627441
	Iteration 15Q: 3 clusters Score -722538.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -722557.812500 Penalty: 4357.627441
	Iteration 16Q: 3 clusters Score -722557.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -722569.500000 Penalty: 4357.627441
	Iteration 17Q: 3 clusters Score -722569.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -722583.375000 Penalty: 4357.627441
	Iteration 18Q: 3 clusters Score -722583.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -722597.812500 Penalty: 4357.627441
	Iteration 19Q: 3 clusters Score -722597.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -722614.625000 Penalty: 4357.627441
	Iteration 20F: 3 clusters Score -722614.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -722623.000000 Penalty: 4357.627441
	Iteration 21Q: 3 clusters Score -722623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -722632.000000 Penalty: 4357.627441
	Iteration 22Q: 3 clusters Score -722632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -722638.375000 Penalty: 4357.627441
	Iteration 23Q: 3 clusters Score -722638.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -722640.062500 Penalty: 4357.627441
	Iteration 24Q: 3 clusters Score -722640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -722644.937500 Penalty: 4357.627441
	Iteration 25Q: 3 clusters Score -722644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -722647.937500 Penalty: 4357.627441
	Iteration 26Q: 3 clusters Score -722647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -722651.625000 Penalty: 4357.627441
	Iteration 27Q: 3 clusters Score -722651.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -722652.937500 Penalty: 4357.627441
	Iteration 28Q: 3 clusters Score -722652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -722654.750000 Penalty: 4357.627441
	Iteration 29Q: 3 clusters Score -722654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -722657.375000 Penalty: 4357.627441
	Iteration 30Q: 3 clusters Score -722657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -722659.625000 Penalty: 4357.627441
	Iteration 31Q: 3 clusters Score -722659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -722659.562500 Penalty: 4357.627441
	Iteration 32Q: 3 clusters Score -722659.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -722662.875000 Penalty: 4357.627441
	Iteration 33Q: 3 clusters Score -722662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -722664.375000 Penalty: 4357.627441
	Iteration 34Q: 3 clusters Score -722664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -722666.125000 Penalty: 4357.627441
	Iteration 35Q: 3 clusters Score -722666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -722666.687500 Penalty: 4357.627441
	Iteration 36Q: 3 clusters Score -722666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -722667.937500 Penalty: 4357.627441
	Iteration 37Q: 3 clusters Score -722667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -722669.750000 Penalty: 4357.627441
	Iteration 38Q: 3 clusters Score -722669.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -722673.437500 Penalty: 4357.627441
	Iteration 39Q: 3 clusters Score -722673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -722677.625000 Penalty: 4357.627441
	Iteration 40F: 3 clusters Score -722677.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -722680.750000 Penalty: 4357.627441
	Iteration 41Q: 3 clusters Score -722680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -722682.875000 Penalty: 4357.627441
	Iteration 42Q: 3 clusters Score -722682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -722686.062500 Penalty: 4357.627441
	Iteration 43Q: 3 clusters Score -722686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -722689.125000 Penalty: 4357.627441
	Iteration 44Q: 3 clusters Score -722689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -722690.687500 Penalty: 4357.627441
	Iteration 45Q: 3 clusters Score -722690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -722691.562500 Penalty: 4357.627441
	Iteration 46Q: 3 clusters Score -722691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -722690.250000 Penalty: 4357.627441
	Iteration 47Q: 3 clusters Score -722690.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -722690.250000 Penalty: 4357.627441
	Iteration 48F: 3 clusters Score -722690.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Entering Unmasked Estep 
Score: -1059437.625000 Penalty: 2277.809326
	Iteration 0F: 2 clusters Score -1059438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1051972.875000 Penalty: 4555.618652
	Iteration 0F: 3 clusters Score -1051973 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1054111.000000 Penalty: 4555.618652
	Iteration 1F: 3 clusters Score -1054111 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1054428.250000 Penalty: 4555.618652
	Iteration 2F: 3 clusters Score -1054428 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1054678.750000 Penalty: 4555.618652
	Iteration 3F: 3 clusters Score -1054679 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1054917.500000 Penalty: 4555.618652
	Iteration 4Q: 3 clusters Score -1054918 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1055181.375000 Penalty: 4555.618652
	Iteration 5Q: 3 clusters Score -1055181 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1055488.750000 Penalty: 4555.618652
	Iteration 6Q: 3 clusters Score -1055489 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1055846.500000 Penalty: 4555.618652
	Iteration 7F: 3 clusters Score -1055846 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1056250.500000 Penalty: 4555.618652
	Iteration 8F: 3 clusters Score -1056250 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1056683.500000 Penalty: 4555.618652
	Iteration 9F: 3 clusters Score -1056684 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1057117.750000 Penalty: 4555.618652
	Iteration 10F: 3 clusters Score -1057118 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1057471.250000 Penalty: 4555.618652
	Iteration 11Q: 3 clusters Score -1057471 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1057658.250000 Penalty: 4555.618652
	Iteration 12Q: 3 clusters Score -1057658 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1057783.750000 Penalty: 4555.618652
	Iteration 13Q: 3 clusters Score -1057784 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1057875.125000 Penalty: 4555.618652
	Iteration 14Q: 3 clusters Score -1057875 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1057937.000000 Penalty: 4555.618652
	Iteration 15Q: 3 clusters Score -1057937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1057988.375000 Penalty: 4555.618652
	Iteration 16Q: 3 clusters Score -1057988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1058028.875000 Penalty: 4555.618652
	Iteration 17Q: 3 clusters Score -1058029 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1058065.375000 Penalty: 4555.618652
	Iteration 18Q: 3 clusters Score -1058065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1058083.125000 Penalty: 4555.618652
	Iteration 19Q: 3 clusters Score -1058083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1058092.375000 Penalty: 4555.618652
	Iteration 20F: 3 clusters Score -1058092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1058100.000000 Penalty: 4555.618652
	Iteration 21Q: 3 clusters Score -1058100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1058104.125000 Penalty: 4555.618652
	Iteration 22Q: 3 clusters Score -1058104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1058103.500000 Penalty: 4555.618652
	Iteration 23Q: 3 clusters Score -1058104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1058103.625000 Penalty: 4555.618652
	Iteration 24Q: 3 clusters Score -1058104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1058103.625000 Penalty: 4555.618652
	Iteration 25F: 3 clusters Score -1058104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Entering Unmasked Estep 
Score: -4476523.500000 Penalty: 2617.317871
	Iteration 0F: 2 clusters Score -4476524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4450627.000000 Penalty: 5234.635742
	Iteration 0F: 3 clusters Score -4450627 nChanged 17487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4460273.500000 Penalty: 5234.635742
	Iteration 1F: 3 clusters Score -4460274 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4460838.500000 Penalty: 5234.635742
	Iteration 2Q: 3 clusters Score -4460838 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4461509.000000 Penalty: 5234.635742
	Iteration 3Q: 3 clusters Score -4461509 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4462437.500000 Penalty: 5234.635742
	Iteration 4Q: 3 clusters Score -4462438 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4463852.000000 Penalty: 5234.635742
	Iteration 5F: 3 clusters Score -4463852 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -4465703.000000 Penalty: 5234.635742
	Iteration 6F: 3 clusters Score -4465703 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4467822.000000 Penalty: 5234.635742
	Iteration 7F: 3 clusters Score -4467822 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -4470018.000000 Penalty: 5234.635742
	Iteration 8F: 3 clusters Score -4470018 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -4472193.500000 Penalty: 5234.635742
	Iteration 9F: 3 clusters Score -4472194 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -4473728.500000 Penalty: 5234.635742
	Iteration 10Q: 3 clusters Score -4473728 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4474268.500000 Penalty: 5234.635742
	Iteration 11Q: 3 clusters Score -4474268 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4474462.000000 Penalty: 5234.635742
	Iteration 12Q: 3 clusters Score -4474462 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4474562.500000 Penalty: 5234.635742
	Iteration 13Q: 3 clusters Score -4474562 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -4474639.500000 Penalty: 5234.635742
	Iteration 14Q: 3 clusters Score -4474640 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4474680.500000 Penalty: 5234.635742
	Iteration 15Q: 3 clusters Score -4474680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -4474679.000000 Penalty: 5234.635742
	Iteration 16Q: 3 clusters Score -4474679 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4474698.500000 Penalty: 5234.635742
	Iteration 17Q: 3 clusters Score -4474698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4474715.500000 Penalty: 5234.635742
	Iteration 18Q: 3 clusters Score -4474716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -4474727.500000 Penalty: 5234.635742
	Iteration 19Q: 3 clusters Score -4474728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4474728.000000 Penalty: 5234.635742
	Iteration 20F: 3 clusters Score -4474728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4474735.500000 Penalty: 5234.635742
	Iteration 21Q: 3 clusters Score -4474736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -4474738.000000 Penalty: 5234.635742
	Iteration 22Q: 3 clusters Score -4474738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4474757.000000 Penalty: 5234.635742
	Iteration 23Q: 3 clusters Score -4474757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -4474759.500000 Penalty: 5234.635742
	Iteration 24Q: 3 clusters Score -4474760 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4474774.500000 Penalty: 5234.635742
	Iteration 25Q: 3 clusters Score -4474774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -4474789.500000 Penalty: 5234.635742
	Iteration 26Q: 3 clusters Score -4474790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4474800.000000 Penalty: 5234.635742
	Iteration 27Q: 3 clusters Score -4474800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4474786.500000 Penalty: 5234.635742
	Iteration 28Q: 3 clusters Score -4474786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4474801.000000 Penalty: 5234.635742
	Iteration 29Q: 3 clusters Score -4474801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -4474807.000000 Penalty: 5234.635742
	Iteration 30Q: 3 clusters Score -4474807 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4474833.000000 Penalty: 5234.635742
	Iteration 31Q: 3 clusters Score -4474833 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4474841.500000 Penalty: 5234.635742
	Iteration 32Q: 3 clusters Score -4474842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4474848.500000 Penalty: 5234.635742
	Iteration 33Q: 3 clusters Score -4474848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -4474857.000000 Penalty: 5234.635742
	Iteration 34Q: 3 clusters Score -4474857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -4474863.500000 Penalty: 5234.635742
	Iteration 35Q: 3 clusters Score -4474864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -4474865.000000 Penalty: 5234.635742
	Iteration 36Q: 3 clusters Score -4474865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -4474876.500000 Penalty: 5234.635742
	Iteration 37Q: 3 clusters Score -4474876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4474888.500000 Penalty: 5234.635742
	Iteration 38Q: 3 clusters Score -4474888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -4474888.500000 Penalty: 5234.635742
	Iteration 39Q: 3 clusters Score -4474888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4474894.500000 Penalty: 5234.635742
	Iteration 40F: 3 clusters Score -4474894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4474898.500000 Penalty: 5234.635742
	Iteration 41Q: 3 clusters Score -4474898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4474906.000000 Penalty: 5234.635742
	Iteration 42Q: 3 clusters Score -4474906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4474910.500000 Penalty: 5234.635742
	Iteration 43Q: 3 clusters Score -4474910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -4474922.500000 Penalty: 5234.635742
	Iteration 44Q: 3 clusters Score -4474922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4474918.000000 Penalty: 5234.635742
	Iteration 45Q: 3 clusters Score -4474918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -4474915.000000 Penalty: 5234.635742
	Iteration 46Q: 3 clusters Score -4474915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4474919.000000 Penalty: 5234.635742
	Iteration 47Q: 3 clusters Score -4474919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4474925.500000 Penalty: 5234.635742
	Iteration 48Q: 3 clusters Score -4474926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4474924.500000 Penalty: 5234.635742
	Iteration 49Q: 3 clusters Score -4474924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4474916.500000 Penalty: 5234.635742
	Iteration 50Q: 3 clusters Score -4474916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4474922.000000 Penalty: 5234.635742
	Iteration 51Q: 3 clusters Score -4474922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -4474919.500000 Penalty: 5234.635742
	Iteration 52Q: 3 clusters Score -4474920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4474922.000000 Penalty: 5234.635742
	Iteration 53Q: 3 clusters Score -4474922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -4474918.000000 Penalty: 5234.635742
	Iteration 54Q: 3 clusters Score -4474918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -4474916.500000 Penalty: 5234.635742
	Iteration 55Q: 3 clusters Score -4474916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4474920.500000 Penalty: 5234.635742
	Iteration 56Q: 3 clusters Score -4474920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4474914.500000 Penalty: 5234.635742
	Iteration 57Q: 3 clusters Score -4474914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4474915.000000 Penalty: 5234.635742
	Iteration 58Q: 3 clusters Score -4474915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4474916.500000 Penalty: 5234.635742
	Iteration 59Q: 3 clusters Score -4474916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4474915.000000 Penalty: 5234.635742
	Iteration 60F: 3 clusters Score -4474915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -4474914.500000 Penalty: 5234.635742
	Iteration 61Q: 3 clusters Score -4474914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4474918.000000 Penalty: 5234.635742
	Iteration 62Q: 3 clusters Score -4474918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -4474918.000000 Penalty: 5234.635742
	Iteration 63Q: 3 clusters Score -4474918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4474918.500000 Penalty: 5234.635742
	Iteration 64Q: 3 clusters Score -4474918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4474914.500000 Penalty: 5234.635742
	Iteration 65Q: 3 clusters Score -4474914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -4474913.500000 Penalty: 5234.635742
	Iteration 66Q: 3 clusters Score -4474914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4474917.000000 Penalty: 5234.635742
	Iteration 67Q: 3 clusters Score -4474917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4474917.000000 Penalty: 5234.635742
	Iteration 68F: 3 clusters Score -4474917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (223940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223940 members 
Entering Unmasked Estep 
Score: -25948288.000000 Penalty: 3055.145264
	Iteration 0F: 2 clusters Score -2.594829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 111822 members 
Entering Unmasked Estep 
Score: -25805562.000000 Penalty: 6110.290527
	Iteration 0F: 3 clusters Score -2.580556e+07 nChanged 107918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116238 members 
Mstep: Class 2 contains 107702 members 
Entering Unmasked Estep 
Score: -25868086.000000 Penalty: 6110.290527
	Iteration 1F: 3 clusters Score -2.586809e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -25869678.000000 Penalty: 6110.290527
	Iteration 2Q: 3 clusters Score -2.586968e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123533 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -25872128.000000 Penalty: 6110.290527
	Iteration 3Q: 3 clusters Score -2.587213e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Mstep: Class 2 contains 93494 members 
Entering Unmasked Estep 
Score: -25875822.000000 Penalty: 6110.290527
	Iteration 4Q: 3 clusters Score -2.587582e+07 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140701 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -25882630.000000 Penalty: 6110.290527
	Iteration 5F: 3 clusters Score -2.588263e+07 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154330 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -25893136.000000 Penalty: 6110.290527
	Iteration 6F: 3 clusters Score -2.589314e+07 nChanged 17898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -25906534.000000 Penalty: 6110.290527
	Iteration 7F: 3 clusters Score -2.590653e+07 nChanged 17299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186861 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -25918990.000000 Penalty: 6110.290527
	Iteration 8F: 3 clusters Score -2.591899e+07 nChanged 14209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200536 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -25929384.000000 Penalty: 6110.290527
	Iteration 9F: 3 clusters Score -2.592938e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210293 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -25936538.000000 Penalty: 6110.290527
	Iteration 10Q: 3 clusters Score -2.593654e+07 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216214 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -25941076.000000 Penalty: 6110.290527
	Iteration 11Q: 3 clusters Score -2.594108e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219241 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -25943838.000000 Penalty: 6110.290527
	Iteration 12Q: 3 clusters Score -2.594384e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220558 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -25945006.000000 Penalty: 6110.290527
	Iteration 13Q: 3 clusters Score -2.594501e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221049 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -25945730.000000 Penalty: 6110.290527
	Iteration 14Q: 3 clusters Score -2.594573e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221178 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -25946062.000000 Penalty: 6110.290527
	Iteration 15Q: 3 clusters Score -2.594606e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221180 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -25946430.000000 Penalty: 6110.290527
	Iteration 16Q: 3 clusters Score -2.594643e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221136 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -25946642.000000 Penalty: 6110.290527
	Iteration 17Q: 3 clusters Score -2.594664e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221101 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25946726.000000 Penalty: 6110.290527
	Iteration 18Q: 3 clusters Score -2.594673e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221081 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -25946834.000000 Penalty: 6110.290527
	Iteration 19Q: 3 clusters Score -2.594683e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221065 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -25946862.000000 Penalty: 6110.290527
	Iteration 20F: 3 clusters Score -2.594686e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221028 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -25946884.000000 Penalty: 6110.290527
	Iteration 21Q: 3 clusters Score -2.594688e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220987 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -25946892.000000 Penalty: 6110.290527
	Iteration 22Q: 3 clusters Score -2.594689e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220947 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -25946948.000000 Penalty: 6110.290527
	Iteration 23Q: 3 clusters Score -2.594695e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220907 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -25946952.000000 Penalty: 6110.290527
	Iteration 24Q: 3 clusters Score -2.594695e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220875 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -25946994.000000 Penalty: 6110.290527
	Iteration 25Q: 3 clusters Score -2.594699e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220844 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -25946990.000000 Penalty: 6110.290527
	Iteration 26Q: 3 clusters Score -2.594699e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220817 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -25947006.000000 Penalty: 6110.290527
	Iteration 27Q: 3 clusters Score -2.594701e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220806 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -25947046.000000 Penalty: 6110.290527
	Iteration 28Q: 3 clusters Score -2.594705e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220812 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -25947078.000000 Penalty: 6110.290527
	Iteration 29Q: 3 clusters Score -2.594708e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220805 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -25947108.000000 Penalty: 6110.290527
	Iteration 30Q: 3 clusters Score -2.594711e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220804 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -25947148.000000 Penalty: 6110.290527
	Iteration 31Q: 3 clusters Score -2.594715e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220814 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -25947232.000000 Penalty: 6110.290527
	Iteration 32Q: 3 clusters Score -2.594723e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220825 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -25947274.000000 Penalty: 6110.290527
	Iteration 33Q: 3 clusters Score -2.594727e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220831 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -25947324.000000 Penalty: 6110.290527
	Iteration 34Q: 3 clusters Score -2.594732e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220824 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -25947366.000000 Penalty: 6110.290527
	Iteration 35Q: 3 clusters Score -2.594737e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220810 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -25947424.000000 Penalty: 6110.290527
	Iteration 36Q: 3 clusters Score -2.594742e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220798 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -25947438.000000 Penalty: 6110.290527
	Iteration 37Q: 3 clusters Score -2.594744e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220808 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -25947412.000000 Penalty: 6110.290527
	Iteration 38Q: 3 clusters Score -2.594741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220788 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25947360.000000 Penalty: 6110.290527
	Iteration 39Q: 3 clusters Score -2.594736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220785 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -25947360.000000 Penalty: 6110.290527
	Iteration 40F: 3 clusters Score -2.594736e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220779 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -25947388.000000 Penalty: 6110.290527
	Iteration 41Q: 3 clusters Score -2.594739e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220784 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -25947412.000000 Penalty: 6110.290527
	Iteration 42Q: 3 clusters Score -2.594741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220788 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -25947470.000000 Penalty: 6110.290527
	Iteration 43Q: 3 clusters Score -2.594747e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220799 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -25947470.000000 Penalty: 6110.290527
	Iteration 44Q: 3 clusters Score -2.594747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220802 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -25947470.000000 Penalty: 6110.290527
	Iteration 45Q: 3 clusters Score -2.594747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220803 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -25947468.000000 Penalty: 6110.290527
	Iteration 46Q: 3 clusters Score -2.594747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220796 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25947478.000000 Penalty: 6110.290527
	Iteration 47Q: 3 clusters Score -2.594748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220792 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -25947478.000000 Penalty: 6110.290527
	Iteration 48Q: 3 clusters Score -2.594748e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220792 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -25947472.000000 Penalty: 6110.290527
	Iteration 49Q: 3 clusters Score -2.594747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220791 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -25947476.000000 Penalty: 6110.290527
	Iteration 50Q: 3 clusters Score -2.594748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220791 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -25947478.000000 Penalty: 6110.290527
	Iteration 51Q: 3 clusters Score -2.594748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220795 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25947488.000000 Penalty: 6110.290527
	Iteration 52Q: 3 clusters Score -2.594749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220797 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -25947478.000000 Penalty: 6110.290527
	Iteration 53Q: 3 clusters Score -2.594748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220792 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -25947468.000000 Penalty: 6110.290527
	Iteration 54Q: 3 clusters Score -2.594747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220784 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -25947466.000000 Penalty: 6110.290527
	Iteration 55Q: 3 clusters Score -2.594747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220784 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -25947474.000000 Penalty: 6110.290527
	Iteration 56Q: 3 clusters Score -2.594747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220791 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -25947468.000000 Penalty: 6110.290527
	Iteration 57Q: 3 clusters Score -2.594747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25947494.000000 Penalty: 6110.290527
	Iteration 58Q: 3 clusters Score -2.594749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25947494.000000 Penalty: 6110.290527
	Iteration 59Q: 3 clusters Score -2.594749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220795 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25947472.000000 Penalty: 6110.290527
	Iteration 60F: 3 clusters Score -2.594747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25947478.000000 Penalty: 6110.290527
	Iteration 61Q: 3 clusters Score -2.594748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25947492.000000 Penalty: 6110.290527
	Iteration 62Q: 3 clusters Score -2.594749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25947488.000000 Penalty: 6110.290527
	Iteration 63Q: 3 clusters Score -2.594749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220796 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25947480.000000 Penalty: 6110.290527
	Iteration 64Q: 3 clusters Score -2.594748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220796 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -25947470.000000 Penalty: 6110.290527
	Iteration 65Q: 3 clusters Score -2.594747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220795 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -25947466.000000 Penalty: 6110.290527
	Iteration 66Q: 3 clusters Score -2.594747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25947472.000000 Penalty: 6110.290527
	Iteration 67Q: 3 clusters Score -2.594747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -25947472.000000 Penalty: 6110.290527
	Iteration 68F: 3 clusters Score -2.594747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -73531.523438 Penalty: 1624.313354
	Iteration 0F: 2 clusters Score -73531.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71800.601562 Penalty: 3248.626709
	Iteration 0F: 3 clusters Score -71800.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72023.781250 Penalty: 3248.626709
	Iteration 1F: 3 clusters Score -72023.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72114.843750 Penalty: 3248.626709
	Iteration 2F: 3 clusters Score -72114.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72187.968750 Penalty: 3248.626709
	Iteration 3Q: 3 clusters Score -72187.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -72276.960938 Penalty: 3248.626709
	Iteration 4Q: 3 clusters Score -72276.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72379.148438 Penalty: 3248.626709
	Iteration 5Q: 3 clusters Score -72379.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72483.851562 Penalty: 3248.626709
	Iteration 6Q: 3 clusters Score -72483.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72548.929688 Penalty: 3248.626709
	Iteration 7Q: 3 clusters Score -72548.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72624.320312 Penalty: 3248.626709
	Iteration 8Q: 3 clusters Score -72624.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72672.937500 Penalty: 3248.626709
	Iteration 9Q: 3 clusters Score -72672.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72719.703125 Penalty: 3248.626709
	Iteration 10Q: 3 clusters Score -72719.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -72781.179688 Penalty: 3248.626709
	Iteration 11Q: 3 clusters Score -72781.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72865.632812 Penalty: 3248.626709
	Iteration 12Q: 3 clusters Score -72865.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73050.593750 Penalty: 3248.626709
	Iteration 13Q: 3 clusters Score -73050.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73248.468750 Penalty: 3248.626709
	Iteration 14Q: 3 clusters Score -73248.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73434.726562 Penalty: 3248.626709
	Iteration 15Q: 3 clusters Score -73434.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73552.976562 Penalty: 3248.626709
	Iteration 16Q: 3 clusters Score -73552.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73599.921875 Penalty: 3248.626709
	Iteration 17Q: 3 clusters Score -73599.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -73631.187500 Penalty: 3248.626709
	Iteration 18Q: 3 clusters Score -73631.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73647.898438 Penalty: 3248.626709
	Iteration 19Q: 3 clusters Score -73647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73653.796875 Penalty: 3248.626709
	Iteration 20F: 3 clusters Score -73653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73656.328125 Penalty: 3248.626709
	Iteration 21Q: 3 clusters Score -73656.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73656.328125 Penalty: 3248.626709
	Iteration 22F: 3 clusters Score -73656.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188293 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 1172 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Mstep: Class 41 contains 383 members 
Entering Unmasked Estep 
Score: -225984464.000000 Penalty: 147590.875000
Splitting cluster 31 changes total score from -225986096.000000 to -225984464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (37616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Entering Unmasked Estep 
Score: -4028056.750000 Penalty: 2612.725830
	Iteration 0F: 2 clusters Score -4028057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -4002693.250000 Penalty: 5225.451660
	Iteration 0F: 3 clusters Score -4002693 nChanged 17116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4012596.250000 Penalty: 5225.451660
	Iteration 1F: 3 clusters Score -4012596 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4013766.000000 Penalty: 5225.451660
	Iteration 2F: 3 clusters Score -4013766 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4015020.500000 Penalty: 5225.451660
	Iteration 3F: 3 clusters Score -4015020 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -4016288.500000 Penalty: 5225.451660
	Iteration 4F: 3 clusters Score -4016288 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4017528.000000 Penalty: 5225.451660
	Iteration 5F: 3 clusters Score -4017528 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -4018760.000000 Penalty: 5225.451660
	Iteration 6F: 3 clusters Score -4018760 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -4019985.250000 Penalty: 5225.451660
	Iteration 7F: 3 clusters Score -4019985 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4021151.000000 Penalty: 5225.451660
	Iteration 8Q: 3 clusters Score -4021151 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -4022262.500000 Penalty: 5225.451660
	Iteration 9Q: 3 clusters Score -4022262 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4023259.250000 Penalty: 5225.451660
	Iteration 10Q: 3 clusters Score -4023259 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4024086.000000 Penalty: 5225.451660
	Iteration 11Q: 3 clusters Score -4024086 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -4024772.000000 Penalty: 5225.451660
	Iteration 12Q: 3 clusters Score -4024772 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4025307.750000 Penalty: 5225.451660
	Iteration 13Q: 3 clusters Score -4025308 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4025711.750000 Penalty: 5225.451660
	Iteration 14Q: 3 clusters Score -4025712 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -4026111.000000 Penalty: 5225.451660
	Iteration 15Q: 3 clusters Score -4026111 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4026407.250000 Penalty: 5225.451660
	Iteration 16Q: 3 clusters Score -4026407 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4026675.000000 Penalty: 5225.451660
	Iteration 17Q: 3 clusters Score -4026675 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4026907.500000 Penalty: 5225.451660
	Iteration 18Q: 3 clusters Score -4026908 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4027192.500000 Penalty: 5225.451660
	Iteration 19Q: 3 clusters Score -4027192 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4027501.000000 Penalty: 5225.451660
	Iteration 20F: 3 clusters Score -4027501 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4027751.750000 Penalty: 5225.451660
	Iteration 21Q: 3 clusters Score -4027752 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4027850.500000 Penalty: 5225.451660
	Iteration 22Q: 3 clusters Score -4027850 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4027885.000000 Penalty: 5225.451660
	Iteration 23Q: 3 clusters Score -4027885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4027906.750000 Penalty: 5225.451660
	Iteration 24Q: 3 clusters Score -4027907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4027920.500000 Penalty: 5225.451660
	Iteration 25Q: 3 clusters Score -4027920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4027920.500000 Penalty: 5225.451660
	Iteration 26Q: 3 clusters Score -4027920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4027918.750000 Penalty: 5225.451660
	Iteration 27Q: 3 clusters Score -4027919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -4027921.500000 Penalty: 5225.451660
	Iteration 28Q: 3 clusters Score -4027922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4027921.250000 Penalty: 5225.451660
	Iteration 29Q: 3 clusters Score -4027921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4027926.750000 Penalty: 5225.451660
	Iteration 30Q: 3 clusters Score -4027927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4027925.500000 Penalty: 5225.451660
	Iteration 31Q: 3 clusters Score -4027926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4027922.250000 Penalty: 5225.451660
	Iteration 32Q: 3 clusters Score -4027922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4027926.250000 Penalty: 5225.451660
	Iteration 33Q: 3 clusters Score -4027926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4027926.750000 Penalty: 5225.451660
	Iteration 34Q: 3 clusters Score -4027927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4027927.000000 Penalty: 5225.451660
	Iteration 35Q: 3 clusters Score -4027927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4027927.000000 Penalty: 5225.451660
	Iteration 36F: 3 clusters Score -4027927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1302415.125000 Penalty: 2344.083984
	Iteration 0F: 2 clusters Score -1302415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1292977.250000 Penalty: 4688.167969
	Iteration 0F: 3 clusters Score -1292977 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1296153.750000 Penalty: 4688.167969
	Iteration 1F: 3 clusters Score -1296154 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1296782.375000 Penalty: 4688.167969
	Iteration 2F: 3 clusters Score -1296782 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1297326.875000 Penalty: 4688.167969
	Iteration 3F: 3 clusters Score -1297327 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1297861.000000 Penalty: 4688.167969
	Iteration 4F: 3 clusters Score -1297861 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1298410.125000 Penalty: 4688.167969
	Iteration 5F: 3 clusters Score -1298410 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1298939.375000 Penalty: 4688.167969
	Iteration 6F: 3 clusters Score -1298939 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1299383.750000 Penalty: 4688.167969
	Iteration 7F: 3 clusters Score -1299384 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1299702.375000 Penalty: 4688.167969
	Iteration 8Q: 3 clusters Score -1299702 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1299917.875000 Penalty: 4688.167969
	Iteration 9Q: 3 clusters Score -1299918 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1300083.500000 Penalty: 4688.167969
	Iteration 10Q: 3 clusters Score -1300084 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1300231.000000 Penalty: 4688.167969
	Iteration 11Q: 3 clusters Score -1300231 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1300368.625000 Penalty: 4688.167969
	Iteration 12Q: 3 clusters Score -1300369 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1300486.875000 Penalty: 4688.167969
	Iteration 13Q: 3 clusters Score -1300487 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1300588.000000 Penalty: 4688.167969
	Iteration 14Q: 3 clusters Score -1300588 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1300674.250000 Penalty: 4688.167969
	Iteration 15Q: 3 clusters Score -1300674 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1300741.750000 Penalty: 4688.167969
	Iteration 16Q: 3 clusters Score -1300742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1300801.125000 Penalty: 4688.167969
	Iteration 17Q: 3 clusters Score -1300801 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1300835.375000 Penalty: 4688.167969
	Iteration 18Q: 3 clusters Score -1300835 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1300863.000000 Penalty: 4688.167969
	Iteration 19Q: 3 clusters Score -1300863 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1300889.625000 Penalty: 4688.167969
	Iteration 20F: 3 clusters Score -1300890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1300898.500000 Penalty: 4688.167969
	Iteration 21Q: 3 clusters Score -1300898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1300912.875000 Penalty: 4688.167969
	Iteration 22Q: 3 clusters Score -1300913 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1300926.500000 Penalty: 4688.167969
	Iteration 23Q: 3 clusters Score -1300926 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1300939.250000 Penalty: 4688.167969
	Iteration 24Q: 3 clusters Score -1300939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1300950.750000 Penalty: 4688.167969
	Iteration 25Q: 3 clusters Score -1300951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1300957.250000 Penalty: 4688.167969
	Iteration 26Q: 3 clusters Score -1300957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1300968.750000 Penalty: 4688.167969
	Iteration 27Q: 3 clusters Score -1300969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1300969.500000 Penalty: 4688.167969
	Iteration 28Q: 3 clusters Score -1300970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1300975.250000 Penalty: 4688.167969
	Iteration 29Q: 3 clusters Score -1300975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1300978.625000 Penalty: 4688.167969
	Iteration 30Q: 3 clusters Score -1300979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1300983.625000 Penalty: 4688.167969
	Iteration 31Q: 3 clusters Score -1300984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1300988.500000 Penalty: 4688.167969
	Iteration 32Q: 3 clusters Score -1300988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1300995.250000 Penalty: 4688.167969
	Iteration 33Q: 3 clusters Score -1300995 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1301008.625000 Penalty: 4688.167969
	Iteration 34Q: 3 clusters Score -1301009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1301015.250000 Penalty: 4688.167969
	Iteration 35Q: 3 clusters Score -1301015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1301017.375000 Penalty: 4688.167969
	Iteration 36Q: 3 clusters Score -1301017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1301019.375000 Penalty: 4688.167969
	Iteration 37Q: 3 clusters Score -1301019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1301025.750000 Penalty: 4688.167969
	Iteration 38Q: 3 clusters Score -1301026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1301031.875000 Penalty: 4688.167969
	Iteration 39Q: 3 clusters Score -1301032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1301030.250000 Penalty: 4688.167969
	Iteration 40F: 3 clusters Score -1301030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1301031.125000 Penalty: 4688.167969
	Iteration 41Q: 3 clusters Score -1301031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1301033.125000 Penalty: 4688.167969
	Iteration 42Q: 3 clusters Score -1301033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1301039.250000 Penalty: 4688.167969
	Iteration 43Q: 3 clusters Score -1301039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1301038.250000 Penalty: 4688.167969
	Iteration 44Q: 3 clusters Score -1301038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1301040.875000 Penalty: 4688.167969
	Iteration 45Q: 3 clusters Score -1301041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1301044.625000 Penalty: 4688.167969
	Iteration 46Q: 3 clusters Score -1301045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1301043.500000 Penalty: 4688.167969
	Iteration 47Q: 3 clusters Score -1301044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1301041.500000 Penalty: 4688.167969
	Iteration 48Q: 3 clusters Score -1301042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1301044.125000 Penalty: 4688.167969
	Iteration 49Q: 3 clusters Score -1301044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1301045.375000 Penalty: 4688.167969
	Iteration 50Q: 3 clusters Score -1301045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1301050.750000 Penalty: 4688.167969
	Iteration 51Q: 3 clusters Score -1301051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1301054.625000 Penalty: 4688.167969
	Iteration 52Q: 3 clusters Score -1301055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1301055.250000 Penalty: 4688.167969
	Iteration 53Q: 3 clusters Score -1301055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1301056.750000 Penalty: 4688.167969
	Iteration 54Q: 3 clusters Score -1301057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1301058.500000 Penalty: 4688.167969
	Iteration 55Q: 3 clusters Score -1301058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1301058.375000 Penalty: 4688.167969
	Iteration 56Q: 3 clusters Score -1301058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1301062.500000 Penalty: 4688.167969
	Iteration 57Q: 3 clusters Score -1301062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1301062.625000 Penalty: 4688.167969
	Iteration 58Q: 3 clusters Score -1301063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1301062.250000 Penalty: 4688.167969
	Iteration 59Q: 3 clusters Score -1301062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1301065.250000 Penalty: 4688.167969
	Iteration 60F: 3 clusters Score -1301065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1301065.500000 Penalty: 4688.167969
	Iteration 61Q: 3 clusters Score -1301066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1301064.000000 Penalty: 4688.167969
	Iteration 62Q: 3 clusters Score -1301064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1301064.500000 Penalty: 4688.167969
	Iteration 63Q: 3 clusters Score -1301064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1301070.875000 Penalty: 4688.167969
	Iteration 64Q: 3 clusters Score -1301071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1301067.250000 Penalty: 4688.167969
	Iteration 65Q: 3 clusters Score -1301067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1301072.000000 Penalty: 4688.167969
	Iteration 66Q: 3 clusters Score -1301072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1301078.000000 Penalty: 4688.167969
	Iteration 67Q: 3 clusters Score -1301078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1301082.375000 Penalty: 4688.167969
	Iteration 68Q: 3 clusters Score -1301082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1301084.125000 Penalty: 4688.167969
	Iteration 69Q: 3 clusters Score -1301084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1301084.125000 Penalty: 4688.167969
	Iteration 70Q: 3 clusters Score -1301084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1301091.875000 Penalty: 4688.167969
	Iteration 71Q: 3 clusters Score -1301092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1301091.375000 Penalty: 4688.167969
	Iteration 72Q: 3 clusters Score -1301091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1301095.750000 Penalty: 4688.167969
	Iteration 73Q: 3 clusters Score -1301096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1301095.250000 Penalty: 4688.167969
	Iteration 74Q: 3 clusters Score -1301095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1301097.250000 Penalty: 4688.167969
	Iteration 75Q: 3 clusters Score -1301097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1301097.500000 Penalty: 4688.167969
	Iteration 76Q: 3 clusters Score -1301098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1301097.125000 Penalty: 4688.167969
	Iteration 77Q: 3 clusters Score -1301097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1301096.500000 Penalty: 4688.167969
	Iteration 78Q: 3 clusters Score -1301096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1301097.250000 Penalty: 4688.167969
	Iteration 79Q: 3 clusters Score -1301097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1301097.250000 Penalty: 4688.167969
	Iteration 80F: 3 clusters Score -1301097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1301098.625000 Penalty: 4688.167969
	Iteration 81Q: 3 clusters Score -1301099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1301097.500000 Penalty: 4688.167969
	Iteration 82Q: 3 clusters Score -1301098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1301097.500000 Penalty: 4688.167969
	Iteration 83F: 3 clusters Score -1301098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -924698.125000 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -924698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -917922.000000 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -917922 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -919723.125000 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -919723.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -920024.062500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -920024.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -920248.625000 Penalty: 4484.969238
	Iteration 3F: 3 clusters Score -920248.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -920419.937500 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -920419.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -920540.500000 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -920540.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -920644.375000 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -920644.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -920754.750000 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -920754.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -920852.625000 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -920852.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -920946.687500 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -920946.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -921039.125000 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -921039.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -921124.562500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -921124.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -921221.125000 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -921221.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -921339.500000 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -921339.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -921480.437500 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -921480.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -921637.312500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -921637.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -921793.125000 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -921793.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -921972.750000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -921972.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -922171.562500 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -922171.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -922375.375000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -922375.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -922567.375000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -922567.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -922733.187500 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -922733.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -922874.687500 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -922874.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -922989.500000 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -922989.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -923088.375000 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -923088.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -923171.562500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -923171.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -923221.250000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -923221.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -923266.250000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -923266.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -923294.250000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -923294.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -923321.062500 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -923321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -923348.312500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -923348.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -923365.875000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -923365.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -923380.187500 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -923380.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -923385.312500 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -923385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -923394.750000 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -923394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -923399.062500 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -923399.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -923408.500000 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -923408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -923411.312500 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -923411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -923412.375000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -923412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -923411.187500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -923411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -923421.000000 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -923421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -923426.000000 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -923426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -923433.000000 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -923433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -923434.062500 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -923434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -923434.750000 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -923434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -923435.937500 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -923435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -923435.937500 Penalty: 4484.969238
	Iteration 46F: 3 clusters Score -923435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (58152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Entering Unmasked Estep 
Score: -6902772.000000 Penalty: 2720.762207
	Iteration 0F: 2 clusters Score -6902772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -6863697.000000 Penalty: 5441.524414
	Iteration 0F: 3 clusters Score -6863697 nChanged 27012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -6879038.000000 Penalty: 5441.524414
	Iteration 1F: 3 clusters Score -6879038 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -6880022.000000 Penalty: 5441.524414
	Iteration 2Q: 3 clusters Score -6880022 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6881485.500000 Penalty: 5441.524414
	Iteration 3F: 3 clusters Score -6881486 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6883863.500000 Penalty: 5441.524414
	Iteration 4F: 3 clusters Score -6883864 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -6887667.000000 Penalty: 5441.524414
	Iteration 5F: 3 clusters Score -6887667 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -6892030.500000 Penalty: 5441.524414
	Iteration 6F: 3 clusters Score -6892030 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6895514.500000 Penalty: 5441.524414
	Iteration 7F: 3 clusters Score -6895514 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -6897647.000000 Penalty: 5441.524414
	Iteration 8Q: 3 clusters Score -6897647 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -6898974.000000 Penalty: 5441.524414
	Iteration 9Q: 3 clusters Score -6898974 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -6899685.000000 Penalty: 5441.524414
	Iteration 10Q: 3 clusters Score -6899685 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -6899992.000000 Penalty: 5441.524414
	Iteration 11Q: 3 clusters Score -6899992 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -6900173.500000 Penalty: 5441.524414
	Iteration 12Q: 3 clusters Score -6900174 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -6900300.500000 Penalty: 5441.524414
	Iteration 13Q: 3 clusters Score -6900300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -6900380.500000 Penalty: 5441.524414
	Iteration 14Q: 3 clusters Score -6900380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -6900411.500000 Penalty: 5441.524414
	Iteration 15Q: 3 clusters Score -6900412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -6900450.500000 Penalty: 5441.524414
	Iteration 16Q: 3 clusters Score -6900450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -6900462.500000 Penalty: 5441.524414
	Iteration 17Q: 3 clusters Score -6900462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -6900483.000000 Penalty: 5441.524414
	Iteration 18Q: 3 clusters Score -6900483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -6900498.000000 Penalty: 5441.524414
	Iteration 19Q: 3 clusters Score -6900498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -6900493.500000 Penalty: 5441.524414
	Iteration 20F: 3 clusters Score -6900494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -6900497.000000 Penalty: 5441.524414
	Iteration 21Q: 3 clusters Score -6900497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -6900505.000000 Penalty: 5441.524414
	Iteration 22Q: 3 clusters Score -6900505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -6900526.000000 Penalty: 5441.524414
	Iteration 23Q: 3 clusters Score -6900526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -6900532.000000 Penalty: 5441.524414
	Iteration 24Q: 3 clusters Score -6900532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -6900528.500000 Penalty: 5441.524414
	Iteration 25Q: 3 clusters Score -6900528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -6900527.500000 Penalty: 5441.524414
	Iteration 26Q: 3 clusters Score -6900528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -6900531.000000 Penalty: 5441.524414
	Iteration 27Q: 3 clusters Score -6900531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -6900532.000000 Penalty: 5441.524414
	Iteration 28Q: 3 clusters Score -6900532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -6900531.000000 Penalty: 5441.524414
	Iteration 29Q: 3 clusters Score -6900531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -6900531.000000 Penalty: 5441.524414
	Iteration 30F: 3 clusters Score -6900531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -120427.710938 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -120427.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118369.546875 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -118369.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -118782.679688 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -118782.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -119036.476562 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -119036.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119303.531250 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -119303.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119502.953125 Penalty: 3504.967529
	Iteration 4F: 3 clusters Score -119503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -119680.148438 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -119680.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119925.492188 Penalty: 3504.967529
	Iteration 6F: 3 clusters Score -119925.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120025.562500 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -120025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120094.015625 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -120094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -120130.546875 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -120130.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120151.468750 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -120151.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -120168.078125 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -120168.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120200.664062 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -120200.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -120258.921875 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -120258.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120395.609375 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -120395.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -120642.953125 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -120643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120717.031250 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -120717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120736.320312 Penalty: 3504.967529
	Iteration 17Q: 3 clusters Score -120736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -120739.085938 Penalty: 3504.967529
	Iteration 18Q: 3 clusters Score -120739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120742.250000 Penalty: 3504.967529
	Iteration 19Q: 3 clusters Score -120742.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -120743.429688 Penalty: 3504.967529
	Iteration 20F: 3 clusters Score -120743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120744.828125 Penalty: 3504.967529
	Iteration 21Q: 3 clusters Score -120744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120747.117188 Penalty: 3504.967529
	Iteration 22Q: 3 clusters Score -120747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -120747.117188 Penalty: 3504.967529
	Iteration 23F: 3 clusters Score -120747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 60666 members 
Mstep: Class 3 contains 13592 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 23410 members 
Mstep: Class 6 contains 178921 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 32060 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 54834 members 
Mstep: Class 11 contains 105876 members 
Mstep: Class 12 contains 244389 members 
Mstep: Class 13 contains 22021 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 144112 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 117753 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 14412 members 
Mstep: Class 20 contains 9258 members 
Mstep: Class 21 contains 7942 members 
Mstep: Class 22 contains 168368 members 
Mstep: Class 23 contains 13407 members 
Mstep: Class 24 contains 34724 members 
Mstep: Class 25 contains 3706 members 
Mstep: Class 26 contains 188293 members 
Mstep: Class 27 contains 6539 members 
Mstep: Class 28 contains 9747 members 
Mstep: Class 29 contains 38319 members 
Mstep: Class 30 contains 223940 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 37616 members 
Mstep: Class 33 contains 12733 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 58152 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 343 members 
Mstep: Class 38 contains 12045 members 
Mstep: Class 39 contains 1389 members 
Mstep: Class 40 contains 13894 members 
Mstep: Class 41 contains 676 members 
Entering Unmasked Estep 
Score: -225984496.000000 Penalty: 147590.875000
Splitting cluster 36 changes total score from -225986096.000000 to -225984496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -32711.277344 Penalty: 1447.757080
	Iteration 0F: 2 clusters Score -32711.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31438.789062 Penalty: 2895.514160
	Iteration 0F: 3 clusters Score -31438.79 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31695.332031 Penalty: 2895.514160
	Iteration 1F: 3 clusters Score -31695.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31775.990234 Penalty: 2895.514160
	Iteration 2F: 3 clusters Score -31775.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31801.470703 Penalty: 2895.514160
	Iteration 3Q: 3 clusters Score -31801.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31814.937500 Penalty: 2895.514160
	Iteration 4Q: 3 clusters Score -31814.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31825.128906 Penalty: 2895.514160
	Iteration 5Q: 3 clusters Score -31825.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -31825.128906 Penalty: 2895.514160
	Iteration 6F: 3 clusters Score -31825.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Entering Unmasked Estep 
Score: -1326627.125000 Penalty: 2330.308594
	Iteration 0F: 2 clusters Score -1326627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1317696.125000 Penalty: 4660.617188
	Iteration 0F: 3 clusters Score -1317696 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1320628.500000 Penalty: 4660.617188
	Iteration 1F: 3 clusters Score -1320628 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1321324.625000 Penalty: 4660.617188
	Iteration 2F: 3 clusters Score -1321325 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1322051.375000 Penalty: 4660.617188
	Iteration 3F: 3 clusters Score -1322051 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1322762.250000 Penalty: 4660.617188
	Iteration 4F: 3 clusters Score -1322762 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1323368.500000 Penalty: 4660.617188
	Iteration 5F: 3 clusters Score -1323368 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1323866.250000 Penalty: 4660.617188
	Iteration 6F: 3 clusters Score -1323866 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1324261.125000 Penalty: 4660.617188
	Iteration 7F: 3 clusters Score -1324261 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1324572.500000 Penalty: 4660.617188
	Iteration 8Q: 3 clusters Score -1324572 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1324799.750000 Penalty: 4660.617188
	Iteration 9Q: 3 clusters Score -1324800 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1324968.625000 Penalty: 4660.617188
	Iteration 10Q: 3 clusters Score -1324969 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1325092.750000 Penalty: 4660.617188
	Iteration 11Q: 3 clusters Score -1325093 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1325184.375000 Penalty: 4660.617188
	Iteration 12Q: 3 clusters Score -1325184 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1325244.875000 Penalty: 4660.617188
	Iteration 13Q: 3 clusters Score -1325245 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1325299.625000 Penalty: 4660.617188
	Iteration 14Q: 3 clusters Score -1325300 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1325350.125000 Penalty: 4660.617188
	Iteration 15Q: 3 clusters Score -1325350 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1325394.875000 Penalty: 4660.617188
	Iteration 16Q: 3 clusters Score -1325395 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1325440.375000 Penalty: 4660.617188
	Iteration 17Q: 3 clusters Score -1325440 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1325480.375000 Penalty: 4660.617188
	Iteration 18Q: 3 clusters Score -1325480 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1325519.625000 Penalty: 4660.617188
	Iteration 19Q: 3 clusters Score -1325520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1325548.625000 Penalty: 4660.617188
	Iteration 20F: 3 clusters Score -1325549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1325576.125000 Penalty: 4660.617188
	Iteration 21Q: 3 clusters Score -1325576 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1325598.000000 Penalty: 4660.617188
	Iteration 22Q: 3 clusters Score -1325598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1325623.250000 Penalty: 4660.617188
	Iteration 23Q: 3 clusters Score -1325623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1325641.000000 Penalty: 4660.617188
	Iteration 24Q: 3 clusters Score -1325641 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1325653.250000 Penalty: 4660.617188
	Iteration 25Q: 3 clusters Score -1325653 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1325664.125000 Penalty: 4660.617188
	Iteration 26Q: 3 clusters Score -1325664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1325673.500000 Penalty: 4660.617188
	Iteration 27Q: 3 clusters Score -1325674 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1325685.625000 Penalty: 4660.617188
	Iteration 28Q: 3 clusters Score -1325686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1325699.000000 Penalty: 4660.617188
	Iteration 29Q: 3 clusters Score -1325699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1325706.000000 Penalty: 4660.617188
	Iteration 30Q: 3 clusters Score -1325706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1325712.625000 Penalty: 4660.617188
	Iteration 31Q: 3 clusters Score -1325713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1325721.750000 Penalty: 4660.617188
	Iteration 32Q: 3 clusters Score -1325722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1325732.250000 Penalty: 4660.617188
	Iteration 33Q: 3 clusters Score -1325732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1325741.750000 Penalty: 4660.617188
	Iteration 34Q: 3 clusters Score -1325742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1325743.000000 Penalty: 4660.617188
	Iteration 35Q: 3 clusters Score -1325743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1325752.250000 Penalty: 4660.617188
	Iteration 36Q: 3 clusters Score -1325752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1325757.375000 Penalty: 4660.617188
	Iteration 37Q: 3 clusters Score -1325757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1325762.500000 Penalty: 4660.617188
	Iteration 38Q: 3 clusters Score -1325762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1325765.125000 Penalty: 4660.617188
	Iteration 39Q: 3 clusters Score -1325765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1325767.125000 Penalty: 4660.617188
	Iteration 40F: 3 clusters Score -1325767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1325765.750000 Penalty: 4660.617188
	Iteration 41Q: 3 clusters Score -1325766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1325765.500000 Penalty: 4660.617188
	Iteration 42Q: 3 clusters Score -1325766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1325767.625000 Penalty: 4660.617188
	Iteration 43Q: 3 clusters Score -1325768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1325772.375000 Penalty: 4660.617188
	Iteration 44Q: 3 clusters Score -1325772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1325775.500000 Penalty: 4660.617188
	Iteration 45Q: 3 clusters Score -1325776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1325774.750000 Penalty: 4660.617188
	Iteration 46Q: 3 clusters Score -1325775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1325774.750000 Penalty: 4660.617188
	Iteration 47F: 3 clusters Score -1325775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -150660.359375 Penalty: 1794.612183
	Iteration 0F: 2 clusters Score -150660.4 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 662 members 
Entering Unmasked Estep 
Score: -148429.671875 Penalty: 3589.224365
	Iteration 0F: 3 clusters Score -148429.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -148767.171875 Penalty: 3589.224365
	Iteration 1F: 3 clusters Score -148767.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -148877.968750 Penalty: 3589.224365
	Iteration 2F: 3 clusters Score -148878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -148918.218750 Penalty: 3589.224365
	Iteration 3Q: 3 clusters Score -148918.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -148957.828125 Penalty: 3589.224365
	Iteration 4Q: 3 clusters Score -148957.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -148984.328125 Penalty: 3589.224365
	Iteration 5Q: 3 clusters Score -148984.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -149018.171875 Penalty: 3589.224365
	Iteration 6Q: 3 clusters Score -149018.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -149044.250000 Penalty: 3589.224365
	Iteration 7Q: 3 clusters Score -149044.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -149067.906250 Penalty: 3589.224365
	Iteration 8Q: 3 clusters Score -149067.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -149080.671875 Penalty: 3589.224365
	Iteration 9Q: 3 clusters Score -149080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -149088.093750 Penalty: 3589.224365
	Iteration 10Q: 3 clusters Score -149088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -149097.484375 Penalty: 3589.224365
	Iteration 11Q: 3 clusters Score -149097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -149100.093750 Penalty: 3589.224365
	Iteration 12Q: 3 clusters Score -149100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -149101.718750 Penalty: 3589.224365
	Iteration 13Q: 3 clusters Score -149101.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -149104.843750 Penalty: 3589.224365
	Iteration 14Q: 3 clusters Score -149104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -149108.046875 Penalty: 3589.224365
	Iteration 15Q: 3 clusters Score -149108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -149116.562500 Penalty: 3589.224365
	Iteration 16Q: 3 clusters Score -149116.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -149120.484375 Penalty: 3589.224365
	Iteration 17Q: 3 clusters Score -149120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -149121.656250 Penalty: 3589.224365
	Iteration 18Q: 3 clusters Score -149121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -149125.031250 Penalty: 3589.224365
	Iteration 19Q: 3 clusters Score -149125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -149125.765625 Penalty: 3589.224365
	Iteration 20F: 3 clusters Score -149125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -149126.875000 Penalty: 3589.224365
	Iteration 21Q: 3 clusters Score -149126.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -149126.875000 Penalty: 3589.224365
	Iteration 22F: 3 clusters Score -149126.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (13894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Entering Unmasked Estep 
Score: -1544579.000000 Penalty: 2365.724609
	Iteration 0F: 2 clusters Score -1544579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1534479.375000 Penalty: 4731.449219
	Iteration 0F: 3 clusters Score -1534479 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1537782.625000 Penalty: 4731.449219
	Iteration 1F: 3 clusters Score -1537783 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1538348.375000 Penalty: 4731.449219
	Iteration 2F: 3 clusters Score -1538348 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1538834.750000 Penalty: 4731.449219
	Iteration 3F: 3 clusters Score -1538835 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1539281.625000 Penalty: 4731.449219
	Iteration 4F: 3 clusters Score -1539282 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1539684.000000 Penalty: 4731.449219
	Iteration 5F: 3 clusters Score -1539684 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1540068.750000 Penalty: 4731.449219
	Iteration 6Q: 3 clusters Score -1540069 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1540400.500000 Penalty: 4731.449219
	Iteration 7Q: 3 clusters Score -1540400 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1540679.500000 Penalty: 4731.449219
	Iteration 8Q: 3 clusters Score -1540680 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1540898.500000 Penalty: 4731.449219
	Iteration 9Q: 3 clusters Score -1540898 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1541089.750000 Penalty: 4731.449219
	Iteration 10Q: 3 clusters Score -1541090 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1541280.875000 Penalty: 4731.449219
	Iteration 11Q: 3 clusters Score -1541281 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1541518.500000 Penalty: 4731.449219
	Iteration 12Q: 3 clusters Score -1541518 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1541787.125000 Penalty: 4731.449219
	Iteration 13Q: 3 clusters Score -1541787 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1542031.000000 Penalty: 4731.449219
	Iteration 14Q: 3 clusters Score -1542031 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1542218.500000 Penalty: 4731.449219
	Iteration 15Q: 3 clusters Score -1542218 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1542393.250000 Penalty: 4731.449219
	Iteration 16Q: 3 clusters Score -1542393 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1542520.000000 Penalty: 4731.449219
	Iteration 17Q: 3 clusters Score -1542520 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1542592.875000 Penalty: 4731.449219
	Iteration 18Q: 3 clusters Score -1542593 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1542637.750000 Penalty: 4731.449219
	Iteration 19Q: 3 clusters Score -1542638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1542685.375000 Penalty: 4731.449219
	Iteration 20F: 3 clusters Score -1542685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1542707.750000 Penalty: 4731.449219
	Iteration 21Q: 3 clusters Score -1542708 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1542731.125000 Penalty: 4731.449219
	Iteration 22Q: 3 clusters Score -1542731 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1542750.625000 Penalty: 4731.449219
	Iteration 23Q: 3 clusters Score -1542751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1542763.000000 Penalty: 4731.449219
	Iteration 24Q: 3 clusters Score -1542763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1542769.625000 Penalty: 4731.449219
	Iteration 25Q: 3 clusters Score -1542770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1542775.000000 Penalty: 4731.449219
	Iteration 26Q: 3 clusters Score -1542775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1542774.875000 Penalty: 4731.449219
	Iteration 27Q: 3 clusters Score -1542775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1542775.375000 Penalty: 4731.449219
	Iteration 28Q: 3 clusters Score -1542775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1542777.750000 Penalty: 4731.449219
	Iteration 29Q: 3 clusters Score -1542778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1542778.750000 Penalty: 4731.449219
	Iteration 30Q: 3 clusters Score -1542779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1542779.375000 Penalty: 4731.449219
	Iteration 31Q: 3 clusters Score -1542779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1542779.375000 Penalty: 4731.449219
	Iteration 32Q: 3 clusters Score -1542779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1542779.375000 Penalty: 4731.449219
	Iteration 33F: 3 clusters Score -1542779 nChanged 0
--- Evaluating fit on full set of 6039571 points ---
Entering Unmasked Estep 
Score: -705930112.000000 Penalty: 154889.328125
20->41 Clusters: Score -705930112.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 2013190 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 100885 members 
Mstep: Class 3 contains 100873 members 
Mstep: Class 4 contains 100526 members 
Mstep: Class 5 contains 100555 members 
Mstep: Class 6 contains 100484 members 
Mstep: Class 7 contains 100328 members 
Mstep: Class 8 contains 100891 members 
Mstep: Class 9 contains 101273 members 
Mstep: Class 10 contains 100788 members 
Mstep: Class 11 contains 100551 members 
Mstep: Class 12 contains 100713 members 
Mstep: Class 13 contains 100094 members 
Mstep: Class 14 contains 100669 members 
Mstep: Class 15 contains 101341 members 
Mstep: Class 16 contains 100416 members 
Mstep: Class 17 contains 100398 members 
Mstep: Class 18 contains 100171 members 
Mstep: Class 19 contains 101183 members 
Mstep: Class 20 contains 100980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1177.582520 but Gain 3599.781250
Score: -217247040.000000 Penalty: 68395.765625
Iteration 0F: 20 clusters Score -2.17247e+08 nChanged 1906396
Entering Unmasked Mstep 
Mstep: Class 0 contains 3649 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 34246 members 
Mstep: Class 3 contains 42458 members 
Mstep: Class 4 contains 65956 members 
Mstep: Class 5 contains 34891 members 
Mstep: Class 6 contains 118525 members 
Mstep: Class 7 contains 36675 members 
Mstep: Class 8 contains 44573 members 
Mstep: Class 9 contains 154653 members 
Mstep: Class 10 contains 58749 members 
Mstep: Class 12 contains 180105 members 
Mstep: Class 13 contains 141721 members 
Mstep: Class 14 contains 122837 members 
Mstep: Class 15 contains 322183 members 
Mstep: Class 16 contains 42279 members 
Mstep: Class 17 contains 206732 members 
Mstep: Class 18 contains 60897 members 
Mstep: Class 19 contains 146803 members 
Mstep: Class 20 contains 103302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -221891824.000000 Penalty: 68395.765625
Iteration 1F: 20 clusters Score -2.218918e+08 nChanged 785980
Entering Unmasked Mstep 
Mstep: Class 0 contains 2510 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 20013 members 
Mstep: Class 3 contains 31511 members 
Mstep: Class 4 contains 62174 members 
Mstep: Class 5 contains 32515 members 
Mstep: Class 6 contains 155540 members 
Mstep: Class 7 contains 24121 members 
Mstep: Class 8 contains 35906 members 
Mstep: Class 9 contains 164132 members 
Mstep: Class 10 contains 54290 members 
Mstep: Class 12 contains 165818 members 
Mstep: Class 13 contains 126602 members 
Mstep: Class 14 contains 129119 members 
Mstep: Class 15 contains 395176 members 
Mstep: Class 16 contains 45448 members 
Mstep: Class 17 contains 186835 members 
Mstep: Class 18 contains 40287 members 
Mstep: Class 19 contains 125123 members 
Mstep: Class 20 contains 127198 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 2F: 20 clusters Score -2.231552e+08 nChanged 612529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2468 members 
Mstep: Class 1 contains 71430 members 
Mstep: Class 2 contains 16909 members 
Mstep: Class 3 contains 27127 members 
Mstep: Class 4 contains 72459 members 
Mstep: Class 5 contains 45558 members 
Mstep: Class 6 contains 178086 members 
Mstep: Class 7 contains 22606 members 
Mstep: Class 8 contains 30868 members 
Mstep: Class 9 contains 152530 members 
Mstep: Class 10 contains 72394 members 
Mstep: Class 12 contains 157344 members 
Mstep: Class 13 contains 124177 members 
Mstep: Class 14 contains 119489 members 
Mstep: Class 15 contains 360141 members 
Mstep: Class 16 contains 57690 members 
Mstep: Class 17 contains 178201 members 
Mstep: Class 18 contains 32823 members 
Mstep: Class 19 contains 113690 members 
Mstep: Class 20 contains 177200 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 3F: 20 clusters Score -2.240652e+08 nChanged 458629
Entering Unmasked Mstep 
Mstep: Class 0 contains 2410 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 15428 members 
Mstep: Class 3 contains 27415 members 
Mstep: Class 4 contains 87147 members 
Mstep: Class 5 contains 61139 members 
Mstep: Class 6 contains 165588 members 
Mstep: Class 7 contains 22329 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 122398 members 
Mstep: Class 10 contains 97856 members 
Mstep: Class 12 contains 149023 members 
Mstep: Class 13 contains 126444 members 
Mstep: Class 14 contains 99058 members 
Mstep: Class 15 contains 353762 members 
Mstep: Class 16 contains 68944 members 
Mstep: Class 17 contains 164503 members 
Mstep: Class 18 contains 28005 members 
Mstep: Class 19 contains 107745 members 
Mstep: Class 20 contains 234938 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 4F: 20 clusters Score -2.245453e+08 nChanged 336284
Entering Unmasked Mstep 
Mstep: Class 0 contains 2387 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 13939 members 
Mstep: Class 3 contains 29815 members 
Mstep: Class 4 contains 101585 members 
Mstep: Class 5 contains 74377 members 
Mstep: Class 6 contains 147835 members 
Mstep: Class 7 contains 20531 members 
Mstep: Class 8 contains 17835 members 
Mstep: Class 9 contains 94445 members 
Mstep: Class 10 contains 120446 members 
Mstep: Class 12 contains 148283 members 
Mstep: Class 13 contains 132816 members 
Mstep: Class 14 contains 86893 members 
Mstep: Class 15 contains 348493 members 
Mstep: Class 16 contains 77151 members 
Mstep: Class 17 contains 155489 members 
Mstep: Class 18 contains 24340 members 
Mstep: Class 19 contains 103215 members 
Mstep: Class 20 contains 266133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 5F: 20 clusters Score -2.248028e+08 nChanged 245590
Entering Unmasked Mstep 
Mstep: Class 0 contains 2363 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 12744 members 
Mstep: Class 3 contains 32373 members 
Mstep: Class 4 contains 115633 members 
Mstep: Class 5 contains 85908 members 
Mstep: Class 6 contains 135663 members 
Mstep: Class 7 contains 18496 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 74979 members 
Mstep: Class 10 contains 134618 members 
Mstep: Class 12 contains 151474 members 
Mstep: Class 13 contains 138494 members 
Mstep: Class 14 contains 83156 members 
Mstep: Class 15 contains 336289 members 
Mstep: Class 16 contains 84474 members 
Mstep: Class 17 contains 149549 members 
Mstep: Class 18 contains 23753 members 
Mstep: Class 19 contains 99572 members 
Mstep: Class 20 contains 271411 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 20 clusters Score -2.24971e+08 nChanged 192334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2271 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 11937 members 
Mstep: Class 3 contains 34855 members 
Mstep: Class 4 contains 128434 members 
Mstep: Class 5 contains 95484 members 
Mstep: Class 6 contains 126652 members 
Mstep: Class 7 contains 16641 members 
Mstep: Class 8 contains 10517 members 
Mstep: Class 9 contains 62207 members 
Mstep: Class 10 contains 143397 members 
Mstep: Class 12 contains 153998 members 
Mstep: Class 13 contains 142934 members 
Mstep: Class 14 contains 82303 members 
Mstep: Class 15 contains 322313 members 
Mstep: Class 16 contains 90786 members 
Mstep: Class 17 contains 143083 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 96214 members 
Mstep: Class 20 contains 264661 members 
Entering Unmasked Estep 
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Iteration 7F: 20 clusters Score -2.250967e+08 nChanged 157347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2136 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 11472 members 
Mstep: Class 3 contains 37287 members 
Mstep: Class 4 contains 139845 members 
Mstep: Class 5 contains 103025 members 
Mstep: Class 6 contains 118851 members 
Mstep: Class 7 contains 14215 members 
Mstep: Class 8 contains 9334 members 
Mstep: Class 9 contains 53342 members 
Mstep: Class 10 contains 149667 members 
Mstep: Class 12 contains 154341 members 
Mstep: Class 13 contains 147109 members 
Mstep: Class 14 contains 81847 members 
Mstep: Class 15 contains 308509 members 
Mstep: Class 16 contains 96394 members 
Mstep: Class 17 contains 136066 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 93917 members 
Mstep: Class 20 contains 255933 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 8F: 20 clusters Score -2.252016e+08 nChanged 129952
Entering Unmasked Mstep 
Mstep: Class 0 contains 1701 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 11130 members 
Mstep: Class 3 contains 39694 members 
Mstep: Class 4 contains 149811 members 
Mstep: Class 5 contains 108407 members 
Mstep: Class 6 contains 111731 members 
Mstep: Class 7 contains 11380 members 
Mstep: Class 8 contains 9056 members 
Mstep: Class 9 contains 47134 members 
Mstep: Class 10 contains 154867 members 
Mstep: Class 12 contains 152760 members 
Mstep: Class 13 contains 152143 members 
Mstep: Class 14 contains 81072 members 
Mstep: Class 15 contains 296219 members 
Mstep: Class 16 contains 101506 members 
Mstep: Class 17 contains 128810 members 
Mstep: Class 18 contains 31195 members 
Mstep: Class 19 contains 92566 members 
Mstep: Class 20 contains 250253 members 
Entering Unmasked Estep 
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Iteration 9F: 20 clusters Score -2.253176e+08 nChanged 108416
Entering Unmasked Mstep 
Mstep: Class 0 contains 805 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 41961 members 
Mstep: Class 4 contains 158499 members 
Mstep: Class 5 contains 111694 members 
Mstep: Class 6 contains 105485 members 
Mstep: Class 7 contains 7858 members 
Mstep: Class 8 contains 9158 members 
Mstep: Class 9 contains 42929 members 
Mstep: Class 10 contains 159083 members 
Mstep: Class 12 contains 150667 members 
Mstep: Class 13 contains 158804 members 
Mstep: Class 14 contains 79888 members 
Mstep: Class 15 contains 286182 members 
Mstep: Class 16 contains 105569 members 
Mstep: Class 17 contains 121683 members 
Mstep: Class 18 contains 34113 members 
Mstep: Class 19 contains 91799 members 
Mstep: Class 20 contains 247480 members 
Entering Unmasked Estep 
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Iteration 10F: 20 clusters Score -2.254252e+08 nChanged 90670
Entering Unmasked Mstep 
Mstep: Class 0 contains 529 members 
Mstep: Class 1 contains 93392 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 3 contains 44042 members 
Mstep: Class 4 contains 165248 members 
Mstep: Class 5 contains 113426 members 
Mstep: Class 6 contains 101261 members 
Mstep: Class 7 contains 4147 members 
Mstep: Class 8 contains 9354 members 
Mstep: Class 9 contains 40435 members 
Mstep: Class 10 contains 162462 members 
Mstep: Class 12 contains 149033 members 
Mstep: Class 13 contains 167356 members 
Mstep: Class 14 contains 78463 members 
Mstep: Class 15 contains 276091 members 
Mstep: Class 16 contains 108716 members 
Mstep: Class 17 contains 115055 members 
Mstep: Class 18 contains 37118 members 
Mstep: Class 19 contains 91532 members 
Mstep: Class 20 contains 244882 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 20 clusters Score -2.25478e+08 nChanged 79494
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 10497 members 
Mstep: Class 3 contains 46020 members 
Mstep: Class 4 contains 170552 members 
Mstep: Class 5 contains 114081 members 
Mstep: Class 6 contains 102224 members 
Mstep: Class 7 contains 2784 members 
Mstep: Class 8 contains 9525 members 
Mstep: Class 9 contains 39038 members 
Mstep: Class 10 contains 165286 members 
Mstep: Class 12 contains 147871 members 
Mstep: Class 13 contains 177035 members 
Mstep: Class 14 contains 76768 members 
Mstep: Class 15 contains 263097 members 
Mstep: Class 16 contains 109776 members 
Mstep: Class 17 contains 108922 members 
Mstep: Class 18 contains 39545 members 
Mstep: Class 19 contains 91692 members 
Mstep: Class 20 contains 240857 members 
Entering Unmasked Estep 
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Iteration 12Q: 20 clusters Score -2.255158e+08 nChanged 73173
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 100339 members 
Mstep: Class 2 contains 10355 members 
Mstep: Class 3 contains 48006 members 
Mstep: Class 4 contains 174897 members 
Mstep: Class 5 contains 113874 members 
Mstep: Class 6 contains 110154 members 
Mstep: Class 7 contains 2499 members 
Mstep: Class 8 contains 9671 members 
Mstep: Class 9 contains 38386 members 
Mstep: Class 10 contains 167600 members 
Mstep: Class 12 contains 146972 members 
Mstep: Class 13 contains 186167 members 
Mstep: Class 14 contains 74712 members 
Mstep: Class 15 contains 247418 members 
Mstep: Class 16 contains 109069 members 
Mstep: Class 17 contains 103646 members 
Mstep: Class 18 contains 41668 members 
Mstep: Class 19 contains 92000 members 
Mstep: Class 20 contains 235271 members 
Entering Unmasked Estep 
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Iteration 13Q: 20 clusters Score -2.255465e+08 nChanged 69198
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 49973 members 
Mstep: Class 4 contains 178846 members 
Mstep: Class 5 contains 113059 members 
Mstep: Class 6 contains 121885 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 9734 members 
Mstep: Class 9 contains 38179 members 
Mstep: Class 10 contains 169192 members 
Mstep: Class 12 contains 146043 members 
Mstep: Class 13 contains 194927 members 
Mstep: Class 14 contains 72423 members 
Mstep: Class 15 contains 231040 members 
Mstep: Class 16 contains 107467 members 
Mstep: Class 17 contains 99356 members 
Mstep: Class 18 contains 43847 members 
Mstep: Class 19 contains 92492 members 
Mstep: Class 20 contains 228507 members 
Entering Unmasked Estep 
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Iteration 14Q: 20 clusters Score -2.255715e+08 nChanged 66017
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 10234 members 
Mstep: Class 3 contains 52100 members 
Mstep: Class 4 contains 182474 members 
Mstep: Class 5 contains 111901 members 
Mstep: Class 6 contains 135386 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 9756 members 
Mstep: Class 9 contains 38473 members 
Mstep: Class 10 contains 170189 members 
Mstep: Class 12 contains 144892 members 
Mstep: Class 13 contains 203055 members 
Mstep: Class 14 contains 69941 members 
Mstep: Class 15 contains 214671 members 
Mstep: Class 16 contains 105144 members 
Mstep: Class 17 contains 95879 members 
Mstep: Class 18 contains 46435 members 
Mstep: Class 19 contains 92974 members 
Mstep: Class 20 contains 221441 members 
Entering Unmasked Estep 
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Iteration 15Q: 20 clusters Score -2.255925e+08 nChanged 64188
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 54441 members 
Mstep: Class 4 contains 186083 members 
Mstep: Class 5 contains 110890 members 
Mstep: Class 6 contains 149612 members 
Mstep: Class 7 contains 2452 members 
Mstep: Class 8 contains 9775 members 
Mstep: Class 9 contains 39104 members 
Mstep: Class 10 contains 170637 members 
Mstep: Class 12 contains 143619 members 
Mstep: Class 13 contains 210241 members 
Mstep: Class 14 contains 67313 members 
Mstep: Class 15 contains 197983 members 
Mstep: Class 16 contains 102870 members 
Mstep: Class 17 contains 92970 members 
Mstep: Class 18 contains 49190 members 
Mstep: Class 19 contains 93296 members 
Mstep: Class 20 contains 214593 members 
Entering Unmasked Estep 
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Iteration 16Q: 20 clusters Score -2.256145e+08 nChanged 61681
Entering Unmasked Mstep 
Mstep: Class 0 contains 487 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 10195 members 
Mstep: Class 3 contains 57109 members 
Mstep: Class 4 contains 189512 members 
Mstep: Class 5 contains 110212 members 
Mstep: Class 6 contains 164391 members 
Mstep: Class 7 contains 2454 members 
Mstep: Class 8 contains 9780 members 
Mstep: Class 9 contains 40050 members 
Mstep: Class 10 contains 170452 members 
Mstep: Class 12 contains 142365 members 
Mstep: Class 13 contains 216183 members 
Mstep: Class 14 contains 64669 members 
Mstep: Class 15 contains 181114 members 
Mstep: Class 16 contains 101269 members 
Mstep: Class 17 contains 90518 members 
Mstep: Class 18 contains 51394 members 
Mstep: Class 19 contains 93555 members 
Mstep: Class 20 contains 208137 members 
Entering Unmasked Estep 
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Iteration 17Q: 20 clusters Score -2.256376e+08 nChanged 60799
Entering Unmasked Mstep 
Mstep: Class 0 contains 489 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 10194 members 
Mstep: Class 3 contains 60197 members 
Mstep: Class 4 contains 192419 members 
Mstep: Class 5 contains 109618 members 
Mstep: Class 6 contains 180590 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 9829 members 
Mstep: Class 9 contains 41199 members 
Mstep: Class 10 contains 169971 members 
Mstep: Class 12 contains 141052 members 
Mstep: Class 13 contains 221230 members 
Mstep: Class 14 contains 62119 members 
Mstep: Class 15 contains 163327 members 
Mstep: Class 16 contains 99858 members 
Mstep: Class 17 contains 88581 members 
Mstep: Class 18 contains 53129 members 
Mstep: Class 19 contains 93736 members 
Mstep: Class 20 contains 202013 members 
Entering Unmasked Estep 
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Iteration 18Q: 20 clusters Score -2.256559e+08 nChanged 59634
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 112968 members 
Mstep: Class 2 contains 10184 members 
Mstep: Class 3 contains 63705 members 
Mstep: Class 4 contains 194947 members 
Mstep: Class 5 contains 109057 members 
Mstep: Class 6 contains 196650 members 
Mstep: Class 7 contains 2456 members 
Mstep: Class 8 contains 9858 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 169238 members 
Mstep: Class 12 contains 139468 members 
Mstep: Class 13 contains 225178 members 
Mstep: Class 14 contains 59833 members 
Mstep: Class 15 contains 146032 members 
Mstep: Class 16 contains 98666 members 
Mstep: Class 17 contains 87100 members 
Mstep: Class 18 contains 54555 members 
Mstep: Class 19 contains 93834 members 
Mstep: Class 20 contains 196397 members 
Entering Unmasked Estep 
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Iteration 19Q: 20 clusters Score -2.256669e+08 nChanged 55201
Entering Unmasked Mstep 
Mstep: Class 0 contains 490 members 
Mstep: Class 1 contains 114823 members 
Mstep: Class 2 contains 10189 members 
Mstep: Class 3 contains 67476 members 
Mstep: Class 4 contains 197257 members 
Mstep: Class 5 contains 108124 members 
Mstep: Class 6 contains 210146 members 
Mstep: Class 7 contains 2457 members 
Mstep: Class 8 contains 9921 members 
Mstep: Class 9 contains 44143 members 
Mstep: Class 10 contains 168411 members 
Mstep: Class 12 contains 137704 members 
Mstep: Class 13 contains 228310 members 
Mstep: Class 14 contains 57906 members 
Mstep: Class 15 contains 131098 members 
Mstep: Class 16 contains 98063 members 
Mstep: Class 17 contains 85981 members 
Mstep: Class 18 contains 55767 members 
Mstep: Class 19 contains 93805 members 
Mstep: Class 20 contains 191119 members 
Entering Unmasked Estep 
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Iteration 20F: 20 clusters Score -2.257025e+08 nChanged 52747
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 116837 members 
Mstep: Class 2 contains 10192 members 
Mstep: Class 3 contains 71444 members 
Mstep: Class 4 contains 199954 members 
Mstep: Class 5 contains 106950 members 
Mstep: Class 6 contains 222407 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 10010 members 
Mstep: Class 9 contains 46231 members 
Mstep: Class 10 contains 167330 members 
Mstep: Class 12 contains 135450 members 
Mstep: Class 13 contains 230677 members 
Mstep: Class 14 contains 56350 members 
Mstep: Class 15 contains 116864 members 
Mstep: Class 16 contains 97844 members 
Mstep: Class 17 contains 85037 members 
Mstep: Class 18 contains 56798 members 
Mstep: Class 19 contains 93763 members 
Mstep: Class 20 contains 186096 members 
Entering Unmasked Estep 
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Iteration 21Q: 20 clusters Score -2.257222e+08 nChanged 49533
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 10193 members 
Mstep: Class 3 contains 75591 members 
Mstep: Class 4 contains 202922 members 
Mstep: Class 5 contains 105240 members 
Mstep: Class 6 contains 232794 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 10086 members 
Mstep: Class 9 contains 49914 members 
Mstep: Class 10 contains 166021 members 
Mstep: Class 12 contains 132419 members 
Mstep: Class 13 contains 232433 members 
Mstep: Class 14 contains 55228 members 
Mstep: Class 15 contains 104559 members 
Mstep: Class 16 contains 97955 members 
Mstep: Class 17 contains 84140 members 
Mstep: Class 18 contains 57694 members 
Mstep: Class 19 contains 93611 members 
Mstep: Class 20 contains 181048 members 
Entering Unmasked Estep 
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Iteration 22Q: 20 clusters Score -2.257323e+08 nChanged 45524
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 10183 members 
Mstep: Class 3 contains 79839 members 
Mstep: Class 4 contains 205912 members 
Mstep: Class 5 contains 103203 members 
Mstep: Class 6 contains 241004 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 10144 members 
Mstep: Class 9 contains 55093 members 
Mstep: Class 10 contains 164615 members 
Mstep: Class 12 contains 128779 members 
Mstep: Class 13 contains 233612 members 
Mstep: Class 14 contains 54511 members 
Mstep: Class 15 contains 94611 members 
Mstep: Class 16 contains 98262 members 
Mstep: Class 17 contains 83296 members 
Mstep: Class 18 contains 58419 members 
Mstep: Class 19 contains 93508 members 
Mstep: Class 20 contains 176154 members 
Entering Unmasked Estep 
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Iteration 23Q: 20 clusters Score -2.25738e+08 nChanged 41252
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 119257 members 
Mstep: Class 2 contains 10164 members 
Mstep: Class 3 contains 84237 members 
Mstep: Class 4 contains 208799 members 
Mstep: Class 5 contains 100746 members 
Mstep: Class 6 contains 247122 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 10190 members 
Mstep: Class 9 contains 60893 members 
Mstep: Class 10 contains 163184 members 
Mstep: Class 12 contains 124827 members 
Mstep: Class 13 contains 234414 members 
Mstep: Class 14 contains 54055 members 
Mstep: Class 15 contains 86928 members 
Mstep: Class 16 contains 98706 members 
Mstep: Class 17 contains 82445 members 
Mstep: Class 18 contains 59056 members 
Mstep: Class 19 contains 93414 members 
Mstep: Class 20 contains 171807 members 
Entering Unmasked Estep 
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Iteration 24Q: 20 clusters Score -2.257427e+08 nChanged 37487
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 119190 members 
Mstep: Class 2 contains 10143 members 
Mstep: Class 3 contains 88847 members 
Mstep: Class 4 contains 211779 members 
Mstep: Class 5 contains 97889 members 
Mstep: Class 6 contains 251410 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 10241 members 
Mstep: Class 9 contains 66809 members 
Mstep: Class 10 contains 161574 members 
Mstep: Class 12 contains 120861 members 
Mstep: Class 13 contains 234871 members 
Mstep: Class 14 contains 53733 members 
Mstep: Class 15 contains 81107 members 
Mstep: Class 16 contains 99330 members 
Mstep: Class 17 contains 81593 members 
Mstep: Class 18 contains 59566 members 
Mstep: Class 19 contains 93312 members 
Mstep: Class 20 contains 167986 members 
Entering Unmasked Estep 
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Iteration 25Q: 20 clusters Score -2.257457e+08 nChanged 35049
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 119038 members 
Mstep: Class 2 contains 10118 members 
Mstep: Class 3 contains 93682 members 
Mstep: Class 4 contains 214664 members 
Mstep: Class 5 contains 94692 members 
Mstep: Class 6 contains 254363 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 10279 members 
Mstep: Class 9 contains 72805 members 
Mstep: Class 10 contains 159965 members 
Mstep: Class 12 contains 116725 members 
Mstep: Class 13 contains 235297 members 
Mstep: Class 14 contains 53548 members 
Mstep: Class 15 contains 76450 members 
Mstep: Class 16 contains 100212 members 
Mstep: Class 17 contains 80732 members 
Mstep: Class 18 contains 59981 members 
Mstep: Class 19 contains 93160 members 
Mstep: Class 20 contains 164520 members 
Entering Unmasked Estep 
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Iteration 26Q: 20 clusters Score -2.25747e+08 nChanged 32842
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 118815 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 98584 members 
Mstep: Class 4 contains 217530 members 
Mstep: Class 5 contains 91303 members 
Mstep: Class 6 contains 256116 members 
Mstep: Class 7 contains 2916 members 
Mstep: Class 8 contains 10333 members 
Mstep: Class 9 contains 78860 members 
Mstep: Class 10 contains 158343 members 
Mstep: Class 12 contains 112466 members 
Mstep: Class 13 contains 235527 members 
Mstep: Class 14 contains 53532 members 
Mstep: Class 15 contains 72824 members 
Mstep: Class 16 contains 101159 members 
Mstep: Class 17 contains 79953 members 
Mstep: Class 18 contains 60322 members 
Mstep: Class 19 contains 93007 members 
Mstep: Class 20 contains 161450 members 
Entering Unmasked Estep 
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Iteration 27Q: 20 clusters Score -2.257495e+08 nChanged 31627
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 118517 members 
Mstep: Class 2 contains 10088 members 
Mstep: Class 3 contains 103699 members 
Mstep: Class 4 contains 220389 members 
Mstep: Class 5 contains 87641 members 
Mstep: Class 6 contains 256817 members 
Mstep: Class 7 contains 2925 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 85035 members 
Mstep: Class 10 contains 156760 members 
Mstep: Class 12 contains 108084 members 
Mstep: Class 13 contains 235481 members 
Mstep: Class 14 contains 53616 members 
Mstep: Class 15 contains 69984 members 
Mstep: Class 16 contains 102219 members 
Mstep: Class 17 contains 79275 members 
Mstep: Class 18 contains 60572 members 
Mstep: Class 19 contains 92852 members 
Mstep: Class 20 contains 158761 members 
Entering Unmasked Estep 
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Iteration 28Q: 20 clusters Score -2.257511e+08 nChanged 30710
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 118167 members 
Mstep: Class 2 contains 10047 members 
Mstep: Class 3 contains 108970 members 
Mstep: Class 4 contains 223170 members 
Mstep: Class 5 contains 83719 members 
Mstep: Class 6 contains 256699 members 
Mstep: Class 7 contains 2938 members 
Mstep: Class 8 contains 10546 members 
Mstep: Class 9 contains 91105 members 
Mstep: Class 10 contains 155206 members 
Mstep: Class 12 contains 103749 members 
Mstep: Class 13 contains 235297 members 
Mstep: Class 14 contains 53779 members 
Mstep: Class 15 contains 67708 members 
Mstep: Class 16 contains 103426 members 
Mstep: Class 17 contains 78642 members 
Mstep: Class 18 contains 60736 members 
Mstep: Class 19 contains 92716 members 
Mstep: Class 20 contains 156520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225752576.000000 Penalty: 68395.765625
Iteration 29Q: 20 clusters Score -2.257526e+08 nChanged 29702
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 117727 members 
Mstep: Class 2 contains 10022 members 
Mstep: Class 3 contains 114347 members 
Mstep: Class 4 contains 225876 members 
Mstep: Class 5 contains 79670 members 
Mstep: Class 6 contains 255983 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 10675 members 
Mstep: Class 9 contains 96965 members 
Mstep: Class 10 contains 153664 members 
Mstep: Class 12 contains 99386 members 
Mstep: Class 13 contains 234881 members 
Mstep: Class 14 contains 53986 members 
Mstep: Class 15 contains 65810 members 
Mstep: Class 16 contains 104737 members 
Mstep: Class 17 contains 78209 members 
Mstep: Class 18 contains 60823 members 
Mstep: Class 19 contains 92545 members 
Mstep: Class 20 contains 154887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754128.000000 Penalty: 68395.765625
Iteration 30Q: 20 clusters Score -2.257541e+08 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 117229 members 
Mstep: Class 2 contains 10008 members 
Mstep: Class 3 contains 119781 members 
Mstep: Class 4 contains 228339 members 
Mstep: Class 5 contains 75592 members 
Mstep: Class 6 contains 254713 members 
Mstep: Class 7 contains 2977 members 
Mstep: Class 8 contains 10849 members 
Mstep: Class 9 contains 102489 members 
Mstep: Class 10 contains 152217 members 
Mstep: Class 12 contains 95054 members 
Mstep: Class 13 contains 234178 members 
Mstep: Class 14 contains 54291 members 
Mstep: Class 15 contains 64342 members 
Mstep: Class 16 contains 106149 members 
Mstep: Class 17 contains 77804 members 
Mstep: Class 18 contains 60851 members 
Mstep: Class 19 contains 92374 members 
Mstep: Class 20 contains 153903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754752.000000 Penalty: 68395.765625
Iteration 31Q: 20 clusters Score -2.257548e+08 nChanged 27696
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 9983 members 
Mstep: Class 3 contains 125276 members 
Mstep: Class 4 contains 230672 members 
Mstep: Class 5 contains 71453 members 
Mstep: Class 6 contains 252998 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 11049 members 
Mstep: Class 9 contains 107666 members 
Mstep: Class 10 contains 150802 members 
Mstep: Class 12 contains 90970 members 
Mstep: Class 13 contains 233265 members 
Mstep: Class 14 contains 54642 members 
Mstep: Class 15 contains 63136 members 
Mstep: Class 16 contains 107694 members 
Mstep: Class 17 contains 77422 members 
Mstep: Class 18 contains 60879 members 
Mstep: Class 19 contains 92159 members 
Mstep: Class 20 contains 153302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225755104.000000 Penalty: 68395.765625
Iteration 32Q: 20 clusters Score -2.257551e+08 nChanged 26697
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 9969 members 
Mstep: Class 3 contains 130645 members 
Mstep: Class 4 contains 232883 members 
Mstep: Class 5 contains 67407 members 
Mstep: Class 6 contains 251007 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 11291 members 
Mstep: Class 9 contains 112558 members 
Mstep: Class 10 contains 149405 members 
Mstep: Class 12 contains 87132 members 
Mstep: Class 13 contains 232038 members 
Mstep: Class 14 contains 55101 members 
Mstep: Class 15 contains 62152 members 
Mstep: Class 16 contains 109313 members 
Mstep: Class 17 contains 77088 members 
Mstep: Class 18 contains 60881 members 
Mstep: Class 19 contains 91899 members 
Mstep: Class 20 contains 153129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754448.000000 Penalty: 68395.765625
Iteration 33Q: 20 clusters Score -2.257544e+08 nChanged 25639
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 115568 members 
Mstep: Class 2 contains 9957 members 
Mstep: Class 3 contains 136008 members 
Mstep: Class 4 contains 234940 members 
Mstep: Class 5 contains 63367 members 
Mstep: Class 6 contains 248824 members 
Mstep: Class 7 contains 3040 members 
Mstep: Class 8 contains 11534 members 
Mstep: Class 9 contains 117248 members 
Mstep: Class 10 contains 148090 members 
Mstep: Class 12 contains 83561 members 
Mstep: Class 13 contains 230598 members 
Mstep: Class 14 contains 55639 members 
Mstep: Class 15 contains 61500 members 
Mstep: Class 16 contains 110784 members 
Mstep: Class 17 contains 76806 members 
Mstep: Class 18 contains 60904 members 
Mstep: Class 19 contains 91635 members 
Mstep: Class 20 contains 153137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754672.000000 Penalty: 68395.765625
Iteration 34Q: 20 clusters Score -2.257547e+08 nChanged 24660
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 9957 members 
Mstep: Class 3 contains 141181 members 
Mstep: Class 4 contains 236740 members 
Mstep: Class 5 contains 59542 members 
Mstep: Class 6 contains 246515 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 11727 members 
Mstep: Class 9 contains 121564 members 
Mstep: Class 10 contains 146801 members 
Mstep: Class 12 contains 80321 members 
Mstep: Class 13 contains 228950 members 
Mstep: Class 14 contains 56234 members 
Mstep: Class 15 contains 61078 members 
Mstep: Class 16 contains 112293 members 
Mstep: Class 17 contains 76612 members 
Mstep: Class 18 contains 60882 members 
Mstep: Class 19 contains 91468 members 
Mstep: Class 20 contains 153371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754464.000000 Penalty: 68395.765625
Iteration 35Q: 20 clusters Score -2.257545e+08 nChanged 23601
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 9959 members 
Mstep: Class 3 contains 146064 members 
Mstep: Class 4 contains 238400 members 
Mstep: Class 5 contains 56070 members 
Mstep: Class 6 contains 244100 members 
Mstep: Class 7 contains 3045 members 
Mstep: Class 8 contains 11866 members 
Mstep: Class 9 contains 125642 members 
Mstep: Class 10 contains 145577 members 
Mstep: Class 12 contains 77426 members 
Mstep: Class 13 contains 227126 members 
Mstep: Class 14 contains 56852 members 
Mstep: Class 15 contains 60672 members 
Mstep: Class 16 contains 113877 members 
Mstep: Class 17 contains 76428 members 
Mstep: Class 18 contains 60876 members 
Mstep: Class 19 contains 91318 members 
Mstep: Class 20 contains 153695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754672.000000 Penalty: 68395.765625
Iteration 36Q: 20 clusters Score -2.257547e+08 nChanged 22577
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 9948 members 
Mstep: Class 3 contains 150702 members 
Mstep: Class 4 contains 239885 members 
Mstep: Class 5 contains 52806 members 
Mstep: Class 6 contains 241647 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 12014 members 
Mstep: Class 9 contains 129455 members 
Mstep: Class 10 contains 144491 members 
Mstep: Class 12 contains 74759 members 
Mstep: Class 13 contains 225219 members 
Mstep: Class 14 contains 57362 members 
Mstep: Class 15 contains 60357 members 
Mstep: Class 16 contains 115494 members 
Mstep: Class 17 contains 76275 members 
Mstep: Class 18 contains 60866 members 
Mstep: Class 19 contains 91178 members 
Mstep: Class 20 contains 154169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754496.000000 Penalty: 68395.765625
Iteration 37Q: 20 clusters Score -2.257545e+08 nChanged 21879
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 112827 members 
Mstep: Class 2 contains 9948 members 
Mstep: Class 3 contains 155163 members 
Mstep: Class 4 contains 241120 members 
Mstep: Class 5 contains 49716 members 
Mstep: Class 6 contains 239226 members 
Mstep: Class 7 contains 3044 members 
Mstep: Class 8 contains 12140 members 
Mstep: Class 9 contains 133067 members 
Mstep: Class 10 contains 143470 members 
Mstep: Class 12 contains 72365 members 
Mstep: Class 13 contains 223035 members 
Mstep: Class 14 contains 57812 members 
Mstep: Class 15 contains 60140 members 
Mstep: Class 16 contains 117165 members 
Mstep: Class 17 contains 76136 members 
Mstep: Class 18 contains 60869 members 
Mstep: Class 19 contains 91092 members 
Mstep: Class 20 contains 154805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225754816.000000 Penalty: 68395.765625
Iteration 38Q: 20 clusters Score -2.257548e+08 nChanged 20573
Entering ConstructFrom: 
Score: -225754816.000000 Penalty: 68395.765625
Entering ConstructFrom: 
Trying to split cluster 1 (112279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112279 members 
Entering Unmasked Estep 
Score: -12886402.000000 Penalty: 2883.927979
	Iteration 0F: 2 clusters Score -1.28864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -12811453.000000 Penalty: 5767.855957
	Iteration 0F: 3 clusters Score -1.281145e+07 nChanged 53288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -12841929.000000 Penalty: 5767.855957
	Iteration 1F: 3 clusters Score -1.284193e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -12843584.000000 Penalty: 5767.855957
	Iteration 2Q: 3 clusters Score -1.284358e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53327 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -12846687.000000 Penalty: 5767.855957
	Iteration 3Q: 3 clusters Score -1.284669e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -12852758.000000 Penalty: 5767.855957
	Iteration 4F: 3 clusters Score -1.285276e+07 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -12861331.000000 Penalty: 5767.855957
	Iteration 5F: 3 clusters Score -1.286133e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -12869265.000000 Penalty: 5767.855957
	Iteration 6F: 3 clusters Score -1.286926e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 75820 members 
Entering Unmasked Estep 
Score: -12874673.000000 Penalty: 5767.855957
	Iteration 7F: 3 clusters Score -1.287467e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -12878253.000000 Penalty: 5767.855957
	Iteration 8F: 3 clusters Score -1.287825e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -12880927.000000 Penalty: 5767.855957
	Iteration 9Q: 3 clusters Score -1.288093e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -12883290.000000 Penalty: 5767.855957
	Iteration 10Q: 3 clusters Score -1.288329e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -12885491.000000 Penalty: 5767.855957
	Iteration 11Q: 3 clusters Score -1.288549e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 94773 members 
Entering Unmasked Estep 
Score: -12887701.000000 Penalty: 5767.855957
	Iteration 12Q: 3 clusters Score -1.28877e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -12889663.000000 Penalty: 5767.855957
	Iteration 13Q: 3 clusters Score -1.288966e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 98995 members 
Entering Unmasked Estep 
Score: -12891552.000000 Penalty: 5767.855957
	Iteration 14Q: 3 clusters Score -1.289155e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 100219 members 
Entering Unmasked Estep 
Score: -12893254.000000 Penalty: 5767.855957
	Iteration 15Q: 3 clusters Score -1.289325e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 100928 members 
Entering Unmasked Estep 
Score: -12895018.000000 Penalty: 5767.855957
	Iteration 16Q: 3 clusters Score -1.289502e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -12897080.000000 Penalty: 5767.855957
	Iteration 17Q: 3 clusters Score -1.289708e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 100890 members 
Entering Unmasked Estep 
Score: -12898572.000000 Penalty: 5767.855957
	Iteration 18Q: 3 clusters Score -1.289857e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 100386 members 
Entering Unmasked Estep 
Score: -12899646.000000 Penalty: 5767.855957
	Iteration 19Q: 3 clusters Score -1.289965e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -12900350.000000 Penalty: 5767.855957
	Iteration 20F: 3 clusters Score -1.290035e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -12900711.000000 Penalty: 5767.855957
	Iteration 21Q: 3 clusters Score -1.290071e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -12900847.000000 Penalty: 5767.855957
	Iteration 22Q: 3 clusters Score -1.290085e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -12900998.000000 Penalty: 5767.855957
	Iteration 23Q: 3 clusters Score -1.2901e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -12901057.000000 Penalty: 5767.855957
	Iteration 24Q: 3 clusters Score -1.290106e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -12901156.000000 Penalty: 5767.855957
	Iteration 25Q: 3 clusters Score -1.290116e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -12901183.000000 Penalty: 5767.855957
	Iteration 26Q: 3 clusters Score -1.290118e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -12901249.000000 Penalty: 5767.855957
	Iteration 27Q: 3 clusters Score -1.290125e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -12901239.000000 Penalty: 5767.855957
	Iteration 28Q: 3 clusters Score -1.290124e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 96658 members 
Entering Unmasked Estep 
Score: -12901300.000000 Penalty: 5767.855957
	Iteration 29Q: 3 clusters Score -1.29013e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 96482 members 
Entering Unmasked Estep 
Score: -12901338.000000 Penalty: 5767.855957
	Iteration 30Q: 3 clusters Score -1.290134e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 96311 members 
Entering Unmasked Estep 
Score: -12901364.000000 Penalty: 5767.855957
	Iteration 31Q: 3 clusters Score -1.290136e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -12901369.000000 Penalty: 5767.855957
	Iteration 32Q: 3 clusters Score -1.290137e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -12901355.000000 Penalty: 5767.855957
	Iteration 33Q: 3 clusters Score -1.290136e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 95823 members 
Entering Unmasked Estep 
Score: -12901319.000000 Penalty: 5767.855957
	Iteration 34Q: 3 clusters Score -1.290132e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 95664 members 
Entering Unmasked Estep 
Score: -12901343.000000 Penalty: 5767.855957
	Iteration 35Q: 3 clusters Score -1.290134e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 95502 members 
Entering Unmasked Estep 
Score: -12901379.000000 Penalty: 5767.855957
	Iteration 36Q: 3 clusters Score -1.290138e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -12901420.000000 Penalty: 5767.855957
	Iteration 37Q: 3 clusters Score -1.290142e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -12901453.000000 Penalty: 5767.855957
	Iteration 38Q: 3 clusters Score -1.290145e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -12901486.000000 Penalty: 5767.855957
	Iteration 39Q: 3 clusters Score -1.290149e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 94709 members 
Entering Unmasked Estep 
Score: -12901528.000000 Penalty: 5767.855957
	Iteration 40F: 3 clusters Score -1.290153e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -12901548.000000 Penalty: 5767.855957
	Iteration 41Q: 3 clusters Score -1.290155e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -12901637.000000 Penalty: 5767.855957
	Iteration 42Q: 3 clusters Score -1.290164e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -12901728.000000 Penalty: 5767.855957
	Iteration 43Q: 3 clusters Score -1.290173e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -12901826.000000 Penalty: 5767.855957
	Iteration 44Q: 3 clusters Score -1.290183e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -12902003.000000 Penalty: 5767.855957
	Iteration 45Q: 3 clusters Score -1.2902e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -12902209.000000 Penalty: 5767.855957
	Iteration 46Q: 3 clusters Score -1.290221e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -12902485.000000 Penalty: 5767.855957
	Iteration 47Q: 3 clusters Score -1.290248e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -12902831.000000 Penalty: 5767.855957
	Iteration 48Q: 3 clusters Score -1.290283e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -12903424.000000 Penalty: 5767.855957
	Iteration 49Q: 3 clusters Score -1.290342e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 88265 members 
Entering Unmasked Estep 
Score: -12904246.000000 Penalty: 5767.855957
	Iteration 50Q: 3 clusters Score -1.290425e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -12905298.000000 Penalty: 5767.855957
	Iteration 51Q: 3 clusters Score -1.29053e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 85016 members 
Entering Unmasked Estep 
Score: -12906485.000000 Penalty: 5767.855957
	Iteration 52Q: 3 clusters Score -1.290648e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -12907617.000000 Penalty: 5767.855957
	Iteration 53Q: 3 clusters Score -1.290762e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -12908733.000000 Penalty: 5767.855957
	Iteration 54Q: 3 clusters Score -1.290873e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 79782 members 
Entering Unmasked Estep 
Score: -12909803.000000 Penalty: 5767.855957
	Iteration 55Q: 3 clusters Score -1.29098e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -12910890.000000 Penalty: 5767.855957
	Iteration 56Q: 3 clusters Score -1.291089e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -12911797.000000 Penalty: 5767.855957
	Iteration 57Q: 3 clusters Score -1.29118e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -12912709.000000 Penalty: 5767.855957
	Iteration 58Q: 3 clusters Score -1.291271e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -12913443.000000 Penalty: 5767.855957
	Iteration 59Q: 3 clusters Score -1.291344e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -12914592.000000 Penalty: 5767.855957
	Iteration 60F: 3 clusters Score -1.291459e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -12915441.000000 Penalty: 5767.855957
	Iteration 61Q: 3 clusters Score -1.291544e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -12915915.000000 Penalty: 5767.855957
	Iteration 62Q: 3 clusters Score -1.291592e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 69794 members 
Entering Unmasked Estep 
Score: -12916240.000000 Penalty: 5767.855957
	Iteration 63Q: 3 clusters Score -1.291624e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -12916358.000000 Penalty: 5767.855957
	Iteration 64Q: 3 clusters Score -1.291636e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -12916422.000000 Penalty: 5767.855957
	Iteration 65Q: 3 clusters Score -1.291642e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -12916443.000000 Penalty: 5767.855957
	Iteration 66Q: 3 clusters Score -1.291644e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -12916424.000000 Penalty: 5767.855957
	Iteration 67Q: 3 clusters Score -1.291642e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -12916429.000000 Penalty: 5767.855957
	Iteration 68Q: 3 clusters Score -1.291643e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -12916440.000000 Penalty: 5767.855957
	Iteration 69Q: 3 clusters Score -1.291644e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -12916469.000000 Penalty: 5767.855957
	Iteration 70Q: 3 clusters Score -1.291647e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 67778 members 
Entering Unmasked Estep 
Score: -12916459.000000 Penalty: 5767.855957
	Iteration 71Q: 3 clusters Score -1.291646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -12916476.000000 Penalty: 5767.855957
	Iteration 72Q: 3 clusters Score -1.291648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -12916473.000000 Penalty: 5767.855957
	Iteration 73Q: 3 clusters Score -1.291647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -12916480.000000 Penalty: 5767.855957
	Iteration 74Q: 3 clusters Score -1.291648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -12916486.000000 Penalty: 5767.855957
	Iteration 75Q: 3 clusters Score -1.291649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -12916489.000000 Penalty: 5767.855957
	Iteration 76Q: 3 clusters Score -1.291649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -12916489.000000 Penalty: 5767.855957
	Iteration 77Q: 3 clusters Score -1.291649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -12916487.000000 Penalty: 5767.855957
	Iteration 78Q: 3 clusters Score -1.291649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -12916487.000000 Penalty: 5767.855957
	Iteration 79F: 3 clusters Score -1.291649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 242206 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 12294 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 142565 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 70384 members 
Mstep: Class 13 contains 220726 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Entering Unmasked Estep 
Score: -225776960.000000 Penalty: 71995.546875
Splitting cluster 1 changes total score from -225754816.000000 to -225776960.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1094590.750000 Penalty: 2282.921387
	Iteration 0F: 2 clusters Score -1094591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1086945.000000 Penalty: 4565.842773
	Iteration 0F: 3 clusters Score -1086945 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1089401.375000 Penalty: 4565.842773
	Iteration 1F: 3 clusters Score -1089401 nChanged 876
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: -1090236.250000 Penalty: 4565.842773
	Iteration 2F: 3 clusters Score -1090236 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1091140.625000 Penalty: 4565.842773
	Iteration 3F: 3 clusters Score -1091141 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1092011.125000 Penalty: 4565.842773
	Iteration 4F: 3 clusters Score -1092011 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1092717.375000 Penalty: 4565.842773
	Iteration 5F: 3 clusters Score -1092717 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1093170.000000 Penalty: 4565.842773
	Iteration 6F: 3 clusters Score -1093170 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1093430.375000 Penalty: 4565.842773
	Iteration 7Q: 3 clusters Score -1093430 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1093572.000000 Penalty: 4565.842773
	Iteration 8Q: 3 clusters Score -1093572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1093671.875000 Penalty: 4565.842773
	Iteration 9Q: 3 clusters Score -1093672 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1093736.500000 Penalty: 4565.842773
	Iteration 10Q: 3 clusters Score -1093736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1093786.750000 Penalty: 4565.842773
	Iteration 11Q: 3 clusters Score -1093787 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1093828.750000 Penalty: 4565.842773
	Iteration 12Q: 3 clusters Score -1093829 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1093869.375000 Penalty: 4565.842773
	Iteration 13Q: 3 clusters Score -1093869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1093897.250000 Penalty: 4565.842773
	Iteration 14Q: 3 clusters Score -1093897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1093922.875000 Penalty: 4565.842773
	Iteration 15Q: 3 clusters Score -1093923 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1093940.500000 Penalty: 4565.842773
	Iteration 16Q: 3 clusters Score -1093940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1093955.000000 Penalty: 4565.842773
	Iteration 17Q: 3 clusters Score -1093955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1093964.625000 Penalty: 4565.842773
	Iteration 18Q: 3 clusters Score -1093965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1093974.875000 Penalty: 4565.842773
	Iteration 19Q: 3 clusters Score -1093975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1093980.125000 Penalty: 4565.842773
	Iteration 20F: 3 clusters Score -1093980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1093986.625000 Penalty: 4565.842773
	Iteration 21Q: 3 clusters Score -1093987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1093995.750000 Penalty: 4565.842773
	Iteration 22Q: 3 clusters Score -1093996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1094000.375000 Penalty: 4565.842773
	Iteration 23Q: 3 clusters Score -1094000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1094005.500000 Penalty: 4565.842773
	Iteration 24Q: 3 clusters Score -1094006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1094010.375000 Penalty: 4565.842773
	Iteration 25Q: 3 clusters Score -1094010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1094014.125000 Penalty: 4565.842773
	Iteration 26Q: 3 clusters Score -1094014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1094016.500000 Penalty: 4565.842773
	Iteration 27Q: 3 clusters Score -1094016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1094017.750000 Penalty: 4565.842773
	Iteration 28Q: 3 clusters Score -1094018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1094020.875000 Penalty: 4565.842773
	Iteration 29Q: 3 clusters Score -1094021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1094022.750000 Penalty: 4565.842773
	Iteration 30Q: 3 clusters Score -1094023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1094028.750000 Penalty: 4565.842773
	Iteration 31Q: 3 clusters Score -1094029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1094032.375000 Penalty: 4565.842773
	Iteration 32Q: 3 clusters Score -1094032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1094038.250000 Penalty: 4565.842773
	Iteration 33Q: 3 clusters Score -1094038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1094046.625000 Penalty: 4565.842773
	Iteration 34Q: 3 clusters Score -1094047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1094048.625000 Penalty: 4565.842773
	Iteration 35Q: 3 clusters Score -1094049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1094050.500000 Penalty: 4565.842773
	Iteration 36Q: 3 clusters Score -1094050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1094053.625000 Penalty: 4565.842773
	Iteration 37Q: 3 clusters Score -1094054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1094058.500000 Penalty: 4565.842773
	Iteration 38Q: 3 clusters Score -1094058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1094059.375000 Penalty: 4565.842773
	Iteration 39Q: 3 clusters Score -1094059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1094059.375000 Penalty: 4565.842773
	Iteration 40F: 3 clusters Score -1094059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1094057.875000 Penalty: 4565.842773
	Iteration 41Q: 3 clusters Score -1094058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1094060.250000 Penalty: 4565.842773
	Iteration 42Q: 3 clusters Score -1094060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1094060.500000 Penalty: 4565.842773
	Iteration 43Q: 3 clusters Score -1094060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1094060.750000 Penalty: 4565.842773
	Iteration 44Q: 3 clusters Score -1094061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1094063.500000 Penalty: 4565.842773
	Iteration 45Q: 3 clusters Score -1094064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1094062.375000 Penalty: 4565.842773
	Iteration 46Q: 3 clusters Score -1094062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1094063.375000 Penalty: 4565.842773
	Iteration 47Q: 3 clusters Score -1094063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1094064.125000 Penalty: 4565.842773
	Iteration 48Q: 3 clusters Score -1094064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1094065.375000 Penalty: 4565.842773
	Iteration 49Q: 3 clusters Score -1094065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1094066.625000 Penalty: 4565.842773
	Iteration 50Q: 3 clusters Score -1094067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1094065.250000 Penalty: 4565.842773
	Iteration 51Q: 3 clusters Score -1094065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1094065.250000 Penalty: 4565.842773
	Iteration 52F: 3 clusters Score -1094065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (159296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159296 members 
Entering Unmasked Estep 
Score: -18586226.000000 Penalty: 2970.672852
	Iteration 0F: 2 clusters Score -1.858623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -18480098.000000 Penalty: 5941.345703
	Iteration 0F: 3 clusters Score -1.84801e+07 nChanged 76224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -18525050.000000 Penalty: 5941.345703
	Iteration 1F: 3 clusters Score -1.852505e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85618 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -18528400.000000 Penalty: 5941.345703
	Iteration 2Q: 3 clusters Score -1.85284e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 70616 members 
Entering Unmasked Estep 
Score: -18533414.000000 Penalty: 5941.345703
	Iteration 3F: 3 clusters Score -1.853341e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -18539546.000000 Penalty: 5941.345703
	Iteration 4F: 3 clusters Score -1.853955e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -18545608.000000 Penalty: 5941.345703
	Iteration 5F: 3 clusters Score -1.854561e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -18550820.000000 Penalty: 5941.345703
	Iteration 6F: 3 clusters Score -1.855082e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 61013 members 
Entering Unmasked Estep 
Score: -18554542.000000 Penalty: 5941.345703
	Iteration 7F: 3 clusters Score -1.855454e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99620 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -18557274.000000 Penalty: 5941.345703
	Iteration 8Q: 3 clusters Score -1.855727e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100824 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -18559060.000000 Penalty: 5941.345703
	Iteration 9Q: 3 clusters Score -1.855906e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 57409 members 
Entering Unmasked Estep 
Score: -18560396.000000 Penalty: 5941.345703
	Iteration 10Q: 3 clusters Score -1.85604e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103000 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -18561510.000000 Penalty: 5941.345703
	Iteration 11Q: 3 clusters Score -1.856151e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104044 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -18562604.000000 Penalty: 5941.345703
	Iteration 12Q: 3 clusters Score -1.85626e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -18563664.000000 Penalty: 5941.345703
	Iteration 13Q: 3 clusters Score -1.856366e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -18564916.000000 Penalty: 5941.345703
	Iteration 14Q: 3 clusters Score -1.856492e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -18565930.000000 Penalty: 5941.345703
	Iteration 15Q: 3 clusters Score -1.856593e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107642 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -18566966.000000 Penalty: 5941.345703
	Iteration 16Q: 3 clusters Score -1.856697e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108458 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -18567676.000000 Penalty: 5941.345703
	Iteration 17Q: 3 clusters Score -1.856768e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -18568312.000000 Penalty: 5941.345703
	Iteration 18Q: 3 clusters Score -1.856831e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -18568652.000000 Penalty: 5941.345703
	Iteration 19Q: 3 clusters Score -1.856865e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111223 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -18569020.000000 Penalty: 5941.345703
	Iteration 20F: 3 clusters Score -1.856902e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112264 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -18569292.000000 Penalty: 5941.345703
	Iteration 21Q: 3 clusters Score -1.856929e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113476 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -18569694.000000 Penalty: 5941.345703
	Iteration 22Q: 3 clusters Score -1.856969e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -18569958.000000 Penalty: 5941.345703
	Iteration 23Q: 3 clusters Score -1.856996e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116351 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -18570224.000000 Penalty: 5941.345703
	Iteration 24Q: 3 clusters Score -1.857022e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -18570610.000000 Penalty: 5941.345703
	Iteration 25Q: 3 clusters Score -1.857061e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119739 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -18571196.000000 Penalty: 5941.345703
	Iteration 26Q: 3 clusters Score -1.85712e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121559 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -18571616.000000 Penalty: 5941.345703
	Iteration 27Q: 3 clusters Score -1.857162e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123442 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -18572228.000000 Penalty: 5941.345703
	Iteration 28Q: 3 clusters Score -1.857223e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125447 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -18572816.000000 Penalty: 5941.345703
	Iteration 29Q: 3 clusters Score -1.857282e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127415 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -18573266.000000 Penalty: 5941.345703
	Iteration 30Q: 3 clusters Score -1.857327e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -18573862.000000 Penalty: 5941.345703
	Iteration 31Q: 3 clusters Score -1.857386e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131444 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -18574486.000000 Penalty: 5941.345703
	Iteration 32Q: 3 clusters Score -1.857449e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133482 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -18575232.000000 Penalty: 5941.345703
	Iteration 33Q: 3 clusters Score -1.857523e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135559 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -18575874.000000 Penalty: 5941.345703
	Iteration 34Q: 3 clusters Score -1.857587e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137583 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -18576600.000000 Penalty: 5941.345703
	Iteration 35Q: 3 clusters Score -1.85766e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -18577224.000000 Penalty: 5941.345703
	Iteration 36Q: 3 clusters Score -1.857722e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141300 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -18577916.000000 Penalty: 5941.345703
	Iteration 37Q: 3 clusters Score -1.857792e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -18578616.000000 Penalty: 5941.345703
	Iteration 38Q: 3 clusters Score -1.857862e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144720 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -18579344.000000 Penalty: 5941.345703
	Iteration 39Q: 3 clusters Score -1.857934e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146296 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -18579950.000000 Penalty: 5941.345703
	Iteration 40F: 3 clusters Score -1.857995e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -18580434.000000 Penalty: 5941.345703
	Iteration 41Q: 3 clusters Score -1.858043e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -18580896.000000 Penalty: 5941.345703
	Iteration 42Q: 3 clusters Score -1.85809e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -18581352.000000 Penalty: 5941.345703
	Iteration 43Q: 3 clusters Score -1.858135e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151364 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -18581776.000000 Penalty: 5941.345703
	Iteration 44Q: 3 clusters Score -1.858178e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -18582126.000000 Penalty: 5941.345703
	Iteration 45Q: 3 clusters Score -1.858213e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -18582412.000000 Penalty: 5941.345703
	Iteration 46Q: 3 clusters Score -1.858241e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153726 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -18582712.000000 Penalty: 5941.345703
	Iteration 47Q: 3 clusters Score -1.858271e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154310 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -18582872.000000 Penalty: 5941.345703
	Iteration 48Q: 3 clusters Score -1.858287e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -18583054.000000 Penalty: 5941.345703
	Iteration 49Q: 3 clusters Score -1.858305e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -18583182.000000 Penalty: 5941.345703
	Iteration 50Q: 3 clusters Score -1.858318e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155535 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -18583288.000000 Penalty: 5941.345703
	Iteration 51Q: 3 clusters Score -1.858329e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -18583368.000000 Penalty: 5941.345703
	Iteration 52Q: 3 clusters Score -1.858337e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -18583436.000000 Penalty: 5941.345703
	Iteration 53Q: 3 clusters Score -1.858344e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156285 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -18583524.000000 Penalty: 5941.345703
	Iteration 54Q: 3 clusters Score -1.858352e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156479 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -18583560.000000 Penalty: 5941.345703
	Iteration 55Q: 3 clusters Score -1.858356e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156639 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -18583630.000000 Penalty: 5941.345703
	Iteration 56Q: 3 clusters Score -1.858363e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18583644.000000 Penalty: 5941.345703
	Iteration 57Q: 3 clusters Score -1.858364e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156886 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -18583676.000000 Penalty: 5941.345703
	Iteration 58Q: 3 clusters Score -1.858368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -18583692.000000 Penalty: 5941.345703
	Iteration 59Q: 3 clusters Score -1.858369e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157027 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -18583718.000000 Penalty: 5941.345703
	Iteration 60F: 3 clusters Score -1.858372e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157082 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -18583704.000000 Penalty: 5941.345703
	Iteration 61Q: 3 clusters Score -1.85837e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157132 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -18583706.000000 Penalty: 5941.345703
	Iteration 62Q: 3 clusters Score -1.858371e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157192 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -18583710.000000 Penalty: 5941.345703
	Iteration 63Q: 3 clusters Score -1.858371e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -18583728.000000 Penalty: 5941.345703
	Iteration 64Q: 3 clusters Score -1.858373e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157283 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -18583754.000000 Penalty: 5941.345703
	Iteration 65Q: 3 clusters Score -1.858375e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -18583774.000000 Penalty: 5941.345703
	Iteration 66Q: 3 clusters Score -1.858377e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -18583804.000000 Penalty: 5941.345703
	Iteration 67Q: 3 clusters Score -1.85838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157377 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -18583802.000000 Penalty: 5941.345703
	Iteration 68Q: 3 clusters Score -1.85838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157394 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -18583816.000000 Penalty: 5941.345703
	Iteration 69Q: 3 clusters Score -1.858382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157403 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18583814.000000 Penalty: 5941.345703
	Iteration 70Q: 3 clusters Score -1.858381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157415 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18583824.000000 Penalty: 5941.345703
	Iteration 71Q: 3 clusters Score -1.858382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157434 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -18583846.000000 Penalty: 5941.345703
	Iteration 72Q: 3 clusters Score -1.858385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157450 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -18583848.000000 Penalty: 5941.345703
	Iteration 73Q: 3 clusters Score -1.858385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -18583852.000000 Penalty: 5941.345703
	Iteration 74Q: 3 clusters Score -1.858385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157470 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -18583856.000000 Penalty: 5941.345703
	Iteration 75Q: 3 clusters Score -1.858386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157478 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -18583852.000000 Penalty: 5941.345703
	Iteration 76Q: 3 clusters Score -1.858385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157486 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -18583846.000000 Penalty: 5941.345703
	Iteration 77Q: 3 clusters Score -1.858385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -18583852.000000 Penalty: 5941.345703
	Iteration 78Q: 3 clusters Score -1.858385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157503 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -18583858.000000 Penalty: 5941.345703
	Iteration 79Q: 3 clusters Score -1.858386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157513 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -18583848.000000 Penalty: 5941.345703
	Iteration 80F: 3 clusters Score -1.858385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157518 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -18583854.000000 Penalty: 5941.345703
	Iteration 81Q: 3 clusters Score -1.858385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -18583864.000000 Penalty: 5941.345703
	Iteration 82Q: 3 clusters Score -1.858386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157535 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -18583864.000000 Penalty: 5941.345703
	Iteration 83Q: 3 clusters Score -1.858386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157541 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -18583856.000000 Penalty: 5941.345703
	Iteration 84Q: 3 clusters Score -1.858386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157546 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -18583856.000000 Penalty: 5941.345703
	Iteration 85Q: 3 clusters Score -1.858386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -18583866.000000 Penalty: 5941.345703
	Iteration 86Q: 3 clusters Score -1.858387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157556 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -18583862.000000 Penalty: 5941.345703
	Iteration 87Q: 3 clusters Score -1.858386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157562 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -18583870.000000 Penalty: 5941.345703
	Iteration 88Q: 3 clusters Score -1.858387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -18583864.000000 Penalty: 5941.345703
	Iteration 89Q: 3 clusters Score -1.858386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157567 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -18583856.000000 Penalty: 5941.345703
	Iteration 90Q: 3 clusters Score -1.858386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157574 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -18583856.000000 Penalty: 5941.345703
	Iteration 91Q: 3 clusters Score -1.858386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -18583858.000000 Penalty: 5941.345703
	Iteration 92Q: 3 clusters Score -1.858386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157580 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -18583860.000000 Penalty: 5941.345703
	Iteration 93Q: 3 clusters Score -1.858386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157584 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -18583864.000000 Penalty: 5941.345703
	Iteration 94Q: 3 clusters Score -1.858386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157587 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -18583848.000000 Penalty: 5941.345703
	Iteration 95Q: 3 clusters Score -1.858385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157592 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -18583852.000000 Penalty: 5941.345703
	Iteration 96Q: 3 clusters Score -1.858385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -18583854.000000 Penalty: 5941.345703
	Iteration 97Q: 3 clusters Score -1.858385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157596 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -18583858.000000 Penalty: 5941.345703
	Iteration 98Q: 3 clusters Score -1.858386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -18583868.000000 Penalty: 5941.345703
	Iteration 99Q: 3 clusters Score -1.858387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -18583850.000000 Penalty: 5941.345703
	Iteration 100F: 3 clusters Score -1.858385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157605 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -18583850.000000 Penalty: 5941.345703
	Iteration 101Q: 3 clusters Score -1.858385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157611 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -18583854.000000 Penalty: 5941.345703
	Iteration 102Q: 3 clusters Score -1.858385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157616 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -18583858.000000 Penalty: 5941.345703
	Iteration 103Q: 3 clusters Score -1.858386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157619 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -18583848.000000 Penalty: 5941.345703
	Iteration 104Q: 3 clusters Score -1.858385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -18583850.000000 Penalty: 5941.345703
	Iteration 105Q: 3 clusters Score -1.858385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157626 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -18583850.000000 Penalty: 5941.345703
	Iteration 106Q: 3 clusters Score -1.858385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -18583860.000000 Penalty: 5941.345703
	Iteration 107Q: 3 clusters Score -1.858386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -18583860.000000 Penalty: 5941.345703
	Iteration 108Q: 3 clusters Score -1.858386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -18583860.000000 Penalty: 5941.345703
	Iteration 109F: 3 clusters Score -1.858386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (242206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242206 members 
Entering Unmasked Estep 
Score: -27976988.000000 Penalty: 3074.590820
	Iteration 0F: 2 clusters Score -2.797699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121408 members 
Mstep: Class 2 contains 120798 members 
Entering Unmasked Estep 
Score: -27821450.000000 Penalty: 6149.181641
	Iteration 0F: 3 clusters Score -2.782145e+07 nChanged 116804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129004 members 
Mstep: Class 2 contains 113202 members 
Entering Unmasked Estep 
Score: -27890378.000000 Penalty: 6149.181641
	Iteration 1F: 3 clusters Score -2.789038e+07 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134168 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -27893504.000000 Penalty: 6149.181641
	Iteration 2Q: 3 clusters Score -2.78935e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142075 members 
Mstep: Class 2 contains 100131 members 
Entering Unmasked Estep 
Score: -27898138.000000 Penalty: 6149.181641
	Iteration 3Q: 3 clusters Score -2.789814e+07 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -27906432.000000 Penalty: 6149.181641
	Iteration 4F: 3 clusters Score -2.790643e+07 nChanged 18457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169956 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -27918988.000000 Penalty: 6149.181641
	Iteration 5F: 3 clusters Score -2.791899e+07 nChanged 20593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189007 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -27935334.000000 Penalty: 6149.181641
	Iteration 6F: 3 clusters Score -2.793533e+07 nChanged 18828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207061 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -27951200.000000 Penalty: 6149.181641
	Iteration 7F: 3 clusters Score -2.79512e+07 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220011 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -27963756.000000 Penalty: 6149.181641
	Iteration 8F: 3 clusters Score -2.796376e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226945 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -27970994.000000 Penalty: 6149.181641
	Iteration 9Q: 3 clusters Score -2.797099e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230023 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -27974930.000000 Penalty: 6149.181641
	Iteration 10Q: 3 clusters Score -2.797493e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231475 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -27976404.000000 Penalty: 6149.181641
	Iteration 11Q: 3 clusters Score -2.79764e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232396 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -27976984.000000 Penalty: 6149.181641
	Iteration 12Q: 3 clusters Score -2.797698e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233017 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -27977354.000000 Penalty: 6149.181641
	Iteration 13Q: 3 clusters Score -2.797735e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233503 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -27977530.000000 Penalty: 6149.181641
	Iteration 14Q: 3 clusters Score -2.797753e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233856 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -27977654.000000 Penalty: 6149.181641
	Iteration 15Q: 3 clusters Score -2.797765e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234085 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -27977686.000000 Penalty: 6149.181641
	Iteration 16Q: 3 clusters Score -2.797769e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234251 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -27977692.000000 Penalty: 6149.181641
	Iteration 17Q: 3 clusters Score -2.797769e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234388 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -27977768.000000 Penalty: 6149.181641
	Iteration 18Q: 3 clusters Score -2.797777e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234494 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -27977806.000000 Penalty: 6149.181641
	Iteration 19Q: 3 clusters Score -2.797781e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234559 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -27977796.000000 Penalty: 6149.181641
	Iteration 20F: 3 clusters Score -2.79778e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234618 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -27977820.000000 Penalty: 6149.181641
	Iteration 21Q: 3 clusters Score -2.797782e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234673 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -27977742.000000 Penalty: 6149.181641
	Iteration 22Q: 3 clusters Score -2.797774e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234721 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -27977776.000000 Penalty: 6149.181641
	Iteration 23Q: 3 clusters Score -2.797778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234750 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -27977800.000000 Penalty: 6149.181641
	Iteration 24Q: 3 clusters Score -2.79778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234776 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -27977754.000000 Penalty: 6149.181641
	Iteration 25Q: 3 clusters Score -2.797775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234795 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -27977768.000000 Penalty: 6149.181641
	Iteration 26Q: 3 clusters Score -2.797777e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234814 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -27977780.000000 Penalty: 6149.181641
	Iteration 27Q: 3 clusters Score -2.797778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234834 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -27977782.000000 Penalty: 6149.181641
	Iteration 28Q: 3 clusters Score -2.797778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234848 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -27977768.000000 Penalty: 6149.181641
	Iteration 29Q: 3 clusters Score -2.797777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234854 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -27977762.000000 Penalty: 6149.181641
	Iteration 30Q: 3 clusters Score -2.797776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234865 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -27977762.000000 Penalty: 6149.181641
	Iteration 31Q: 3 clusters Score -2.797776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234871 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -27977754.000000 Penalty: 6149.181641
	Iteration 32Q: 3 clusters Score -2.797775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234880 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -27977756.000000 Penalty: 6149.181641
	Iteration 33Q: 3 clusters Score -2.797776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234885 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -27977748.000000 Penalty: 6149.181641
	Iteration 34Q: 3 clusters Score -2.797775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234887 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -27977738.000000 Penalty: 6149.181641
	Iteration 35Q: 3 clusters Score -2.797774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234890 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -27977740.000000 Penalty: 6149.181641
	Iteration 36Q: 3 clusters Score -2.797774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234897 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -27977756.000000 Penalty: 6149.181641
	Iteration 37Q: 3 clusters Score -2.797776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234909 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -27977758.000000 Penalty: 6149.181641
	Iteration 38Q: 3 clusters Score -2.797776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234921 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -27977728.000000 Penalty: 6149.181641
	Iteration 39Q: 3 clusters Score -2.797773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234932 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -27977732.000000 Penalty: 6149.181641
	Iteration 40F: 3 clusters Score -2.797773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234942 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -27977732.000000 Penalty: 6149.181641
	Iteration 41Q: 3 clusters Score -2.797773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234947 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -27977728.000000 Penalty: 6149.181641
	Iteration 42Q: 3 clusters Score -2.797773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234954 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -27977726.000000 Penalty: 6149.181641
	Iteration 43Q: 3 clusters Score -2.797773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234957 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -27977726.000000 Penalty: 6149.181641
	Iteration 44Q: 3 clusters Score -2.797773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234963 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -27977724.000000 Penalty: 6149.181641
	Iteration 45Q: 3 clusters Score -2.797772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234967 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -27977734.000000 Penalty: 6149.181641
	Iteration 46Q: 3 clusters Score -2.797773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234972 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -27977748.000000 Penalty: 6149.181641
	Iteration 47Q: 3 clusters Score -2.797775e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234978 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -27977748.000000 Penalty: 6149.181641
	Iteration 48Q: 3 clusters Score -2.797775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234980 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -27977762.000000 Penalty: 6149.181641
	Iteration 49Q: 3 clusters Score -2.797776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234981 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -27977762.000000 Penalty: 6149.181641
	Iteration 50Q: 3 clusters Score -2.797776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234982 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -27977748.000000 Penalty: 6149.181641
	Iteration 51Q: 3 clusters Score -2.797775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234982 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -27977744.000000 Penalty: 6149.181641
	Iteration 52Q: 3 clusters Score -2.797774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234982 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -27977744.000000 Penalty: 6149.181641
	Iteration 53F: 3 clusters Score -2.797774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 12294 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 142565 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 70384 members 
Mstep: Class 13 contains 220726 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Entering Unmasked Estep 
Score: -225775600.000000 Penalty: 75595.320312
Splitting cluster 4 changes total score from -225754816.000000 to -225775600.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (46937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Entering Unmasked Estep 
Score: -5241630.500000 Penalty: 2667.627197
	Iteration 0F: 2 clusters Score -5241630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -5210163.000000 Penalty: 5335.254395
	Iteration 0F: 3 clusters Score -5210163 nChanged 21521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -5222754.000000 Penalty: 5335.254395
	Iteration 1F: 3 clusters Score -5222754 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5225546.000000 Penalty: 5335.254395
	Iteration 2F: 3 clusters Score -5225546 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5229871.500000 Penalty: 5335.254395
	Iteration 3F: 3 clusters Score -5229872 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -5234530.500000 Penalty: 5335.254395
	Iteration 4F: 3 clusters Score -5234530 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -5237592.500000 Penalty: 5335.254395
	Iteration 5F: 3 clusters Score -5237592 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -5239167.000000 Penalty: 5335.254395
	Iteration 6F: 3 clusters Score -5239167 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5239958.000000 Penalty: 5335.254395
	Iteration 7Q: 3 clusters Score -5239958 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -5240482.000000 Penalty: 5335.254395
	Iteration 8Q: 3 clusters Score -5240482 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5240902.000000 Penalty: 5335.254395
	Iteration 9Q: 3 clusters Score -5240902 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -5241259.500000 Penalty: 5335.254395
	Iteration 10Q: 3 clusters Score -5241260 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -5241561.500000 Penalty: 5335.254395
	Iteration 11Q: 3 clusters Score -5241562 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -5241849.000000 Penalty: 5335.254395
	Iteration 12Q: 3 clusters Score -5241849 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -5242085.000000 Penalty: 5335.254395
	Iteration 13Q: 3 clusters Score -5242085 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -5242291.500000 Penalty: 5335.254395
	Iteration 14Q: 3 clusters Score -5242292 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -5242498.500000 Penalty: 5335.254395
	Iteration 15Q: 3 clusters Score -5242498 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -5242665.500000 Penalty: 5335.254395
	Iteration 16Q: 3 clusters Score -5242666 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -5242790.500000 Penalty: 5335.254395
	Iteration 17Q: 3 clusters Score -5242790 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -5242917.500000 Penalty: 5335.254395
	Iteration 18Q: 3 clusters Score -5242918 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -5242973.500000 Penalty: 5335.254395
	Iteration 19Q: 3 clusters Score -5242974 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -5243023.500000 Penalty: 5335.254395
	Iteration 20F: 3 clusters Score -5243024 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -5243106.000000 Penalty: 5335.254395
	Iteration 21Q: 3 clusters Score -5243106 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -5243138.000000 Penalty: 5335.254395
	Iteration 22Q: 3 clusters Score -5243138 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5243189.500000 Penalty: 5335.254395
	Iteration 23Q: 3 clusters Score -5243190 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -5243198.000000 Penalty: 5335.254395
	Iteration 24Q: 3 clusters Score -5243198 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5243231.000000 Penalty: 5335.254395
	Iteration 25Q: 3 clusters Score -5243231 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -5243270.000000 Penalty: 5335.254395
	Iteration 26Q: 3 clusters Score -5243270 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -5243283.500000 Penalty: 5335.254395
	Iteration 27Q: 3 clusters Score -5243284 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -5243301.500000 Penalty: 5335.254395
	Iteration 28Q: 3 clusters Score -5243302 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -5243327.500000 Penalty: 5335.254395
	Iteration 29Q: 3 clusters Score -5243328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -5243327.500000 Penalty: 5335.254395
	Iteration 30Q: 3 clusters Score -5243328 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -5243373.000000 Penalty: 5335.254395
	Iteration 31Q: 3 clusters Score -5243373 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -5243382.500000 Penalty: 5335.254395
	Iteration 32Q: 3 clusters Score -5243382 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -5243386.500000 Penalty: 5335.254395
	Iteration 33Q: 3 clusters Score -5243386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -5243384.500000 Penalty: 5335.254395
	Iteration 34Q: 3 clusters Score -5243384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5243408.000000 Penalty: 5335.254395
	Iteration 35Q: 3 clusters Score -5243408 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -5243438.000000 Penalty: 5335.254395
	Iteration 36Q: 3 clusters Score -5243438 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -5243451.500000 Penalty: 5335.254395
	Iteration 37Q: 3 clusters Score -5243452 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -5243470.000000 Penalty: 5335.254395
	Iteration 38Q: 3 clusters Score -5243470 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -5243513.000000 Penalty: 5335.254395
	Iteration 39Q: 3 clusters Score -5243513 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -5243495.000000 Penalty: 5335.254395
	Iteration 40F: 3 clusters Score -5243495 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -5243529.500000 Penalty: 5335.254395
	Iteration 41Q: 3 clusters Score -5243530 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -5243540.500000 Penalty: 5335.254395
	Iteration 42Q: 3 clusters Score -5243540 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -5243564.000000 Penalty: 5335.254395
	Iteration 43Q: 3 clusters Score -5243564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5243570.500000 Penalty: 5335.254395
	Iteration 44Q: 3 clusters Score -5243570 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -5243562.500000 Penalty: 5335.254395
	Iteration 45Q: 3 clusters Score -5243562 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -5243581.500000 Penalty: 5335.254395
	Iteration 46Q: 3 clusters Score -5243582 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -5243598.000000 Penalty: 5335.254395
	Iteration 47Q: 3 clusters Score -5243598 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5243610.000000 Penalty: 5335.254395
	Iteration 48Q: 3 clusters Score -5243610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -5243635.500000 Penalty: 5335.254395
	Iteration 49Q: 3 clusters Score -5243636 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5243657.500000 Penalty: 5335.254395
	Iteration 50Q: 3 clusters Score -5243658 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5243678.000000 Penalty: 5335.254395
	Iteration 51Q: 3 clusters Score -5243678 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -5243675.000000 Penalty: 5335.254395
	Iteration 52Q: 3 clusters Score -5243675 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5243680.000000 Penalty: 5335.254395
	Iteration 53Q: 3 clusters Score -5243680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5243684.000000 Penalty: 5335.254395
	Iteration 54Q: 3 clusters Score -5243684 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -5243681.500000 Penalty: 5335.254395
	Iteration 55Q: 3 clusters Score -5243682 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5243697.000000 Penalty: 5335.254395
	Iteration 56Q: 3 clusters Score -5243697 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -5243715.000000 Penalty: 5335.254395
	Iteration 57Q: 3 clusters Score -5243715 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5243740.500000 Penalty: 5335.254395
	Iteration 58Q: 3 clusters Score -5243740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5243749.500000 Penalty: 5335.254395
	Iteration 59Q: 3 clusters Score -5243750 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -5243776.000000 Penalty: 5335.254395
	Iteration 60F: 3 clusters Score -5243776 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -5243808.500000 Penalty: 5335.254395
	Iteration 61Q: 3 clusters Score -5243808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -5243819.500000 Penalty: 5335.254395
	Iteration 62Q: 3 clusters Score -5243820 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -5243845.000000 Penalty: 5335.254395
	Iteration 63Q: 3 clusters Score -5243845 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5243860.000000 Penalty: 5335.254395
	Iteration 64Q: 3 clusters Score -5243860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -5243886.500000 Penalty: 5335.254395
	Iteration 65Q: 3 clusters Score -5243886 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -5243899.500000 Penalty: 5335.254395
	Iteration 66Q: 3 clusters Score -5243900 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -5243945.500000 Penalty: 5335.254395
	Iteration 67Q: 3 clusters Score -5243946 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5243966.000000 Penalty: 5335.254395
	Iteration 68Q: 3 clusters Score -5243966 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -5243998.000000 Penalty: 5335.254395
	Iteration 69Q: 3 clusters Score -5243998 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -5244035.500000 Penalty: 5335.254395
	Iteration 70Q: 3 clusters Score -5244036 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5244049.500000 Penalty: 5335.254395
	Iteration 71Q: 3 clusters Score -5244050 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5244079.000000 Penalty: 5335.254395
	Iteration 72Q: 3 clusters Score -5244079 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5244087.500000 Penalty: 5335.254395
	Iteration 73Q: 3 clusters Score -5244088 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -5244143.500000 Penalty: 5335.254395
	Iteration 74Q: 3 clusters Score -5244144 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5244153.500000 Penalty: 5335.254395
	Iteration 75Q: 3 clusters Score -5244154 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5244187.500000 Penalty: 5335.254395
	Iteration 76Q: 3 clusters Score -5244188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5244209.500000 Penalty: 5335.254395
	Iteration 77Q: 3 clusters Score -5244210 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5244252.000000 Penalty: 5335.254395
	Iteration 78Q: 3 clusters Score -5244252 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5244284.000000 Penalty: 5335.254395
	Iteration 79Q: 3 clusters Score -5244284 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5244318.000000 Penalty: 5335.254395
	Iteration 80F: 3 clusters Score -5244318 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5244364.000000 Penalty: 5335.254395
	Iteration 81Q: 3 clusters Score -5244364 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5244409.000000 Penalty: 5335.254395
	Iteration 82Q: 3 clusters Score -5244409 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5244467.500000 Penalty: 5335.254395
	Iteration 83Q: 3 clusters Score -5244468 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -5244481.500000 Penalty: 5335.254395
	Iteration 84Q: 3 clusters Score -5244482 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -5244497.500000 Penalty: 5335.254395
	Iteration 85Q: 3 clusters Score -5244498 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5244563.000000 Penalty: 5335.254395
	Iteration 86Q: 3 clusters Score -5244563 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -5244593.000000 Penalty: 5335.254395
	Iteration 87Q: 3 clusters Score -5244593 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -5244634.500000 Penalty: 5335.254395
	Iteration 88Q: 3 clusters Score -5244634 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5244671.000000 Penalty: 5335.254395
	Iteration 89Q: 3 clusters Score -5244671 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5244692.000000 Penalty: 5335.254395
	Iteration 90Q: 3 clusters Score -5244692 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -5244727.500000 Penalty: 5335.254395
	Iteration 91Q: 3 clusters Score -5244728 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -5244791.000000 Penalty: 5335.254395
	Iteration 92Q: 3 clusters Score -5244791 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -5244860.500000 Penalty: 5335.254395
	Iteration 93Q: 3 clusters Score -5244860 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -5244921.000000 Penalty: 5335.254395
	Iteration 94Q: 3 clusters Score -5244921 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -5244972.500000 Penalty: 5335.254395
	Iteration 95Q: 3 clusters Score -5244972 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -5245062.500000 Penalty: 5335.254395
	Iteration 96Q: 3 clusters Score -5245062 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -5245148.000000 Penalty: 5335.254395
	Iteration 97Q: 3 clusters Score -5245148 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -5245217.500000 Penalty: 5335.254395
	Iteration 98Q: 3 clusters Score -5245218 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -5245269.000000 Penalty: 5335.254395
	Iteration 99Q: 3 clusters Score -5245269 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -5245363.500000 Penalty: 5335.254395
	Iteration 100F: 3 clusters Score -5245364 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5245472.500000 Penalty: 5335.254395
	Iteration 101Q: 3 clusters Score -5245472 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5245556.000000 Penalty: 5335.254395
	Iteration 102Q: 3 clusters Score -5245556 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -5245613.500000 Penalty: 5335.254395
	Iteration 103Q: 3 clusters Score -5245614 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5245728.500000 Penalty: 5335.254395
	Iteration 104Q: 3 clusters Score -5245728 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5245866.000000 Penalty: 5335.254395
	Iteration 105Q: 3 clusters Score -5245866 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -5246039.000000 Penalty: 5335.254395
	Iteration 106Q: 3 clusters Score -5246039 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -5246256.000000 Penalty: 5335.254395
	Iteration 107Q: 3 clusters Score -5246256 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -5246642.500000 Penalty: 5335.254395
	Iteration 108Q: 3 clusters Score -5246642 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -5247282.500000 Penalty: 5335.254395
	Iteration 109Q: 3 clusters Score -5247282 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -5248000.000000 Penalty: 5335.254395
	Iteration 110Q: 3 clusters Score -5248000 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5248470.000000 Penalty: 5335.254395
	Iteration 111Q: 3 clusters Score -5248470 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5248690.000000 Penalty: 5335.254395
	Iteration 112Q: 3 clusters Score -5248690 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -5248868.000000 Penalty: 5335.254395
	Iteration 113Q: 3 clusters Score -5248868 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -5248964.000000 Penalty: 5335.254395
	Iteration 114Q: 3 clusters Score -5248964 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -5249028.000000 Penalty: 5335.254395
	Iteration 115Q: 3 clusters Score -5249028 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -5249055.000000 Penalty: 5335.254395
	Iteration 116Q: 3 clusters Score -5249055 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -5249060.500000 Penalty: 5335.254395
	Iteration 117Q: 3 clusters Score -5249060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5249109.000000 Penalty: 5335.254395
	Iteration 118Q: 3 clusters Score -5249109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -5249128.500000 Penalty: 5335.254395
	Iteration 119Q: 3 clusters Score -5249128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -5249147.000000 Penalty: 5335.254395
	Iteration 120F: 3 clusters Score -5249147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -5249161.000000 Penalty: 5335.254395
	Iteration 121Q: 3 clusters Score -5249161 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -5249145.500000 Penalty: 5335.254395
	Iteration 122Q: 3 clusters Score -5249146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5249158.000000 Penalty: 5335.254395
	Iteration 123Q: 3 clusters Score -5249158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -5249158.500000 Penalty: 5335.254395
	Iteration 124Q: 3 clusters Score -5249158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -5249168.000000 Penalty: 5335.254395
	Iteration 125Q: 3 clusters Score -5249168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -5249175.000000 Penalty: 5335.254395
	Iteration 126Q: 3 clusters Score -5249175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5249173.500000 Penalty: 5335.254395
	Iteration 127Q: 3 clusters Score -5249174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -5249180.000000 Penalty: 5335.254395
	Iteration 128Q: 3 clusters Score -5249180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -5249180.000000 Penalty: 5335.254395
	Iteration 129Q: 3 clusters Score -5249180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -5249180.500000 Penalty: 5335.254395
	Iteration 130Q: 3 clusters Score -5249180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -5249180.500000 Penalty: 5335.254395
	Iteration 131Q: 3 clusters Score -5249180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -5249188.000000 Penalty: 5335.254395
	Iteration 132Q: 3 clusters Score -5249188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5249186.500000 Penalty: 5335.254395
	Iteration 133Q: 3 clusters Score -5249186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -5249181.500000 Penalty: 5335.254395
	Iteration 134Q: 3 clusters Score -5249182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5249181.500000 Penalty: 5335.254395
	Iteration 135Q: 3 clusters Score -5249182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -5249179.000000 Penalty: 5335.254395
	Iteration 136Q: 3 clusters Score -5249179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5249181.500000 Penalty: 5335.254395
	Iteration 137Q: 3 clusters Score -5249182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -5249183.500000 Penalty: 5335.254395
	Iteration 138Q: 3 clusters Score -5249184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -5249181.500000 Penalty: 5335.254395
	Iteration 139Q: 3 clusters Score -5249182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -5249185.500000 Penalty: 5335.254395
	Iteration 140F: 3 clusters Score -5249186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 3042 members 
Mstep: Class 8 contains 12294 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 142565 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 70384 members 
Mstep: Class 13 contains 220726 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Entering Unmasked Estep 
Score: -225777216.000000 Penalty: 79195.101562
Splitting cluster 5 changes total score from -225754816.000000 to -225777216.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (236757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236757 members 
Entering Unmasked Estep 
Score: -27869138.000000 Penalty: 3068.947754
	Iteration 0F: 2 clusters Score -2.786914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 118542 members 
Entering Unmasked Estep 
Score: -27735172.000000 Penalty: 6137.895508
	Iteration 0F: 3 clusters Score -2.773517e+07 nChanged 114294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 123628 members 
Entering Unmasked Estep 
Score: -27802540.000000 Penalty: 6137.895508
	Iteration 1F: 3 clusters Score -2.780254e+07 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -27805354.000000 Penalty: 6137.895508
	Iteration 2Q: 3 clusters Score -2.780535e+07 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 133755 members 
Entering Unmasked Estep 
Score: -27810712.000000 Penalty: 6137.895508
	Iteration 3Q: 3 clusters Score -2.781071e+07 nChanged 15003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 142744 members 
Entering Unmasked Estep 
Score: -27819898.000000 Penalty: 6137.895508
	Iteration 4F: 3 clusters Score -2.78199e+07 nChanged 17797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83014 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -27831666.000000 Penalty: 6137.895508
	Iteration 5F: 3 clusters Score -2.783167e+07 nChanged 18398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71096 members 
Mstep: Class 2 contains 165661 members 
Entering Unmasked Estep 
Score: -27842676.000000 Penalty: 6137.895508
	Iteration 6F: 3 clusters Score -2.784268e+07 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 178077 members 
Entering Unmasked Estep 
Score: -27849516.000000 Penalty: 6137.895508
	Iteration 7F: 3 clusters Score -2.784952e+07 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 190626 members 
Entering Unmasked Estep 
Score: -27852978.000000 Penalty: 6137.895508
	Iteration 8F: 3 clusters Score -2.785298e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 202483 members 
Entering Unmasked Estep 
Score: -27856130.000000 Penalty: 6137.895508
	Iteration 9F: 3 clusters Score -2.785613e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 212487 members 
Entering Unmasked Estep 
Score: -27858828.000000 Penalty: 6137.895508
	Iteration 10Q: 3 clusters Score -2.785883e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 220353 members 
Entering Unmasked Estep 
Score: -27860948.000000 Penalty: 6137.895508
	Iteration 11Q: 3 clusters Score -2.786095e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 226096 members 
Entering Unmasked Estep 
Score: -27863062.000000 Penalty: 6137.895508
	Iteration 12Q: 3 clusters Score -2.786306e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 229950 members 
Entering Unmasked Estep 
Score: -27864682.000000 Penalty: 6137.895508
	Iteration 13Q: 3 clusters Score -2.786468e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 232304 members 
Entering Unmasked Estep 
Score: -27865688.000000 Penalty: 6137.895508
	Iteration 14Q: 3 clusters Score -2.786569e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 233675 members 
Entering Unmasked Estep 
Score: -27866162.000000 Penalty: 6137.895508
	Iteration 15Q: 3 clusters Score -2.786616e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 234441 members 
Entering Unmasked Estep 
Score: -27866428.000000 Penalty: 6137.895508
	Iteration 16Q: 3 clusters Score -2.786643e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 234894 members 
Entering Unmasked Estep 
Score: -27866640.000000 Penalty: 6137.895508
	Iteration 17Q: 3 clusters Score -2.786664e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 235174 members 
Entering Unmasked Estep 
Score: -27866774.000000 Penalty: 6137.895508
	Iteration 18Q: 3 clusters Score -2.786677e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 235359 members 
Entering Unmasked Estep 
Score: -27866882.000000 Penalty: 6137.895508
	Iteration 19Q: 3 clusters Score -2.786688e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 235492 members 
Entering Unmasked Estep 
Score: -27866944.000000 Penalty: 6137.895508
	Iteration 20F: 3 clusters Score -2.786694e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 235599 members 
Entering Unmasked Estep 
Score: -27866930.000000 Penalty: 6137.895508
	Iteration 21Q: 3 clusters Score -2.786693e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 235665 members 
Entering Unmasked Estep 
Score: -27866978.000000 Penalty: 6137.895508
	Iteration 22Q: 3 clusters Score -2.786698e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 235706 members 
Entering Unmasked Estep 
Score: -27866992.000000 Penalty: 6137.895508
	Iteration 23Q: 3 clusters Score -2.786699e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 235740 members 
Entering Unmasked Estep 
Score: -27867038.000000 Penalty: 6137.895508
	Iteration 24Q: 3 clusters Score -2.786704e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 235766 members 
Entering Unmasked Estep 
Score: -27867040.000000 Penalty: 6137.895508
	Iteration 25Q: 3 clusters Score -2.786704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 235791 members 
Entering Unmasked Estep 
Score: -27867058.000000 Penalty: 6137.895508
	Iteration 26Q: 3 clusters Score -2.786706e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 235806 members 
Entering Unmasked Estep 
Score: -27867070.000000 Penalty: 6137.895508
	Iteration 27Q: 3 clusters Score -2.786707e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 235816 members 
Entering Unmasked Estep 
Score: -27867088.000000 Penalty: 6137.895508
	Iteration 28Q: 3 clusters Score -2.786709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 235824 members 
Entering Unmasked Estep 
Score: -27867118.000000 Penalty: 6137.895508
	Iteration 29Q: 3 clusters Score -2.786712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 235833 members 
Entering Unmasked Estep 
Score: -27867112.000000 Penalty: 6137.895508
	Iteration 30Q: 3 clusters Score -2.786711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 235836 members 
Entering Unmasked Estep 
Score: -27867108.000000 Penalty: 6137.895508
	Iteration 31Q: 3 clusters Score -2.786711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 235841 members 
Entering Unmasked Estep 
Score: -27867112.000000 Penalty: 6137.895508
	Iteration 32Q: 3 clusters Score -2.786711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 235845 members 
Entering Unmasked Estep 
Score: -27867074.000000 Penalty: 6137.895508
	Iteration 33Q: 3 clusters Score -2.786707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 235844 members 
Entering Unmasked Estep 
Score: -27867084.000000 Penalty: 6137.895508
	Iteration 34Q: 3 clusters Score -2.786708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 235846 members 
Entering Unmasked Estep 
Score: -27867072.000000 Penalty: 6137.895508
	Iteration 35Q: 3 clusters Score -2.786707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 235848 members 
Entering Unmasked Estep 
Score: -27867074.000000 Penalty: 6137.895508
	Iteration 36Q: 3 clusters Score -2.786707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 235847 members 
Entering Unmasked Estep 
Score: -27867100.000000 Penalty: 6137.895508
	Iteration 37Q: 3 clusters Score -2.78671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 235848 members 
Entering Unmasked Estep 
Score: -27867096.000000 Penalty: 6137.895508
	Iteration 38Q: 3 clusters Score -2.78671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 235849 members 
Entering Unmasked Estep 
Score: -27867106.000000 Penalty: 6137.895508
	Iteration 39Q: 3 clusters Score -2.786711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 235847 members 
Entering Unmasked Estep 
Score: -27867108.000000 Penalty: 6137.895508
	Iteration 40F: 3 clusters Score -2.786711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 235847 members 
Entering Unmasked Estep 
Score: -27867102.000000 Penalty: 6137.895508
	Iteration 41Q: 3 clusters Score -2.78671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 235847 members 
Entering Unmasked Estep 
Score: -27867106.000000 Penalty: 6137.895508
	Iteration 42Q: 3 clusters Score -2.786711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 235846 members 
Entering Unmasked Estep 
Score: -27867112.000000 Penalty: 6137.895508
	Iteration 43Q: 3 clusters Score -2.786711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 235848 members 
Entering Unmasked Estep 
Score: -27867124.000000 Penalty: 6137.895508
	Iteration 44Q: 3 clusters Score -2.786712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 235848 members 
Entering Unmasked Estep 
Score: -27867130.000000 Penalty: 6137.895508
	Iteration 45Q: 3 clusters Score -2.786713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 235849 members 
Entering Unmasked Estep 
Score: -27867122.000000 Penalty: 6137.895508
	Iteration 46Q: 3 clusters Score -2.786712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 235849 members 
Entering Unmasked Estep 
Score: -27867122.000000 Penalty: 6137.895508
	Iteration 47F: 3 clusters Score -2.786712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -285160.218750 Penalty: 1989.027100
	Iteration 0F: 2 clusters Score -285160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -282276.500000 Penalty: 3978.054199
	Iteration 0F: 3 clusters Score -282276.5 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -286011.250000 Penalty: 3978.054199
	Iteration 1F: 3 clusters Score -286011.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -288726.718750 Penalty: 3978.054199
	Iteration 2F: 3 clusters Score -288726.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -289848.406250 Penalty: 3978.054199
	Iteration 3F: 3 clusters Score -289848.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -290723.625000 Penalty: 3978.054199
	Iteration 4Q: 3 clusters Score -290723.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -291156.656250 Penalty: 3978.054199
	Iteration 5Q: 3 clusters Score -291156.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -291238.187500 Penalty: 3978.054199
	Iteration 6Q: 3 clusters Score -291238.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -291293.343750 Penalty: 3978.054199
	Iteration 7Q: 3 clusters Score -291293.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -291325.812500 Penalty: 3978.054199
	Iteration 8Q: 3 clusters Score -291325.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -291350.500000 Penalty: 3978.054199
	Iteration 9Q: 3 clusters Score -291350.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -291368.000000 Penalty: 3978.054199
	Iteration 10Q: 3 clusters Score -291368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -291394.843750 Penalty: 3978.054199
	Iteration 11Q: 3 clusters Score -291394.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -291412.750000 Penalty: 3978.054199
	Iteration 12Q: 3 clusters Score -291412.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -291433.625000 Penalty: 3978.054199
	Iteration 13Q: 3 clusters Score -291433.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -291467.437500 Penalty: 3978.054199
	Iteration 14Q: 3 clusters Score -291467.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -291502.062500 Penalty: 3978.054199
	Iteration 15Q: 3 clusters Score -291502.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -291548.250000 Penalty: 3978.054199
	Iteration 16Q: 3 clusters Score -291548.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -291582.375000 Penalty: 3978.054199
	Iteration 17Q: 3 clusters Score -291582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -291604.781250 Penalty: 3978.054199
	Iteration 18Q: 3 clusters Score -291604.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -291633.843750 Penalty: 3978.054199
	Iteration 19Q: 3 clusters Score -291633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -291671.500000 Penalty: 3978.054199
	Iteration 20F: 3 clusters Score -291671.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -291713.156250 Penalty: 3978.054199
	Iteration 21Q: 3 clusters Score -291713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -291733.125000 Penalty: 3978.054199
	Iteration 22Q: 3 clusters Score -291733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -291748.000000 Penalty: 3978.054199
	Iteration 23Q: 3 clusters Score -291748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -291781.187500 Penalty: 3978.054199
	Iteration 24Q: 3 clusters Score -291781.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -291836.906250 Penalty: 3978.054199
	Iteration 25Q: 3 clusters Score -291836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -291864.562500 Penalty: 3978.054199
	Iteration 26Q: 3 clusters Score -291864.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -291892.250000 Penalty: 3978.054199
	Iteration 27Q: 3 clusters Score -291892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -291951.750000 Penalty: 3978.054199
	Iteration 28Q: 3 clusters Score -291951.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -292059.281250 Penalty: 3978.054199
	Iteration 29Q: 3 clusters Score -292059.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -292211.937500 Penalty: 3978.054199
	Iteration 30Q: 3 clusters Score -292211.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -292397.906250 Penalty: 3978.054199
	Iteration 31Q: 3 clusters Score -292397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -292583.718750 Penalty: 3978.054199
	Iteration 32Q: 3 clusters Score -292583.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -292689.125000 Penalty: 3978.054199
	Iteration 33Q: 3 clusters Score -292689.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -292715.750000 Penalty: 3978.054199
	Iteration 34Q: 3 clusters Score -292715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -292727.125000 Penalty: 3978.054199
	Iteration 35Q: 3 clusters Score -292727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -292727.125000 Penalty: 3978.054199
	Iteration 36F: 3 clusters Score -292727.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 12294 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 142565 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 70384 members 
Mstep: Class 13 contains 220726 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Entering Unmasked Estep 
Score: -225782640.000000 Penalty: 82794.875000
Splitting cluster 7 changes total score from -225754816.000000 to -225782640.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (12294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Entering Unmasked Estep 
Score: -1291248.750000 Penalty: 2335.382812
	Iteration 0F: 2 clusters Score -1291249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1282273.750000 Penalty: 4670.765625
	Iteration 0F: 3 clusters Score -1282274 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1287326.125000 Penalty: 4670.765625
	Iteration 1F: 3 clusters Score -1287326 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1290314.750000 Penalty: 4670.765625
	Iteration 2F: 3 clusters Score -1290315 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1292493.000000 Penalty: 4670.765625
	Iteration 3F: 3 clusters Score -1292493 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1293883.375000 Penalty: 4670.765625
	Iteration 4F: 3 clusters Score -1293883 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1294517.750000 Penalty: 4670.765625
	Iteration 5F: 3 clusters Score -1294518 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1294891.375000 Penalty: 4670.765625
	Iteration 6Q: 3 clusters Score -1294891 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1295181.500000 Penalty: 4670.765625
	Iteration 7Q: 3 clusters Score -1295182 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1295449.500000 Penalty: 4670.765625
	Iteration 8Q: 3 clusters Score -1295450 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1295651.625000 Penalty: 4670.765625
	Iteration 9Q: 3 clusters Score -1295652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1295841.250000 Penalty: 4670.765625
	Iteration 10Q: 3 clusters Score -1295841 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1296032.750000 Penalty: 4670.765625
	Iteration 11Q: 3 clusters Score -1296033 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1296260.875000 Penalty: 4670.765625
	Iteration 12Q: 3 clusters Score -1296261 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1296559.625000 Penalty: 4670.765625
	Iteration 13Q: 3 clusters Score -1296560 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1296923.125000 Penalty: 4670.765625
	Iteration 14Q: 3 clusters Score -1296923 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1297323.750000 Penalty: 4670.765625
	Iteration 15Q: 3 clusters Score -1297324 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1297583.375000 Penalty: 4670.765625
	Iteration 16Q: 3 clusters Score -1297583 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1297774.875000 Penalty: 4670.765625
	Iteration 17Q: 3 clusters Score -1297775 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1298006.375000 Penalty: 4670.765625
	Iteration 18Q: 3 clusters Score -1298006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1298109.250000 Penalty: 4670.765625
	Iteration 19Q: 3 clusters Score -1298109 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1298148.125000 Penalty: 4670.765625
	Iteration 20F: 3 clusters Score -1298148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1298158.250000 Penalty: 4670.765625
	Iteration 21Q: 3 clusters Score -1298158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1298164.750000 Penalty: 4670.765625
	Iteration 22Q: 3 clusters Score -1298165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1298168.375000 Penalty: 4670.765625
	Iteration 23Q: 3 clusters Score -1298168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1298168.375000 Penalty: 4670.765625
	Iteration 24F: 3 clusters Score -1298168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 142565 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 70384 members 
Mstep: Class 13 contains 220726 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Entering Unmasked Estep 
Score: -225791600.000000 Penalty: 86394.656250
Splitting cluster 8 changes total score from -225754816.000000 to -225791600.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (136333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136333 members 
Entering Unmasked Estep 
Score: -16065519.000000 Penalty: 2932.068359
	Iteration 0F: 2 clusters Score -1.606552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -15974382.000000 Penalty: 5864.136719
	Iteration 0F: 3 clusters Score -1.597438e+07 nChanged 64810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -16012426.000000 Penalty: 5864.136719
	Iteration 1F: 3 clusters Score -1.601243e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -16014052.000000 Penalty: 5864.136719
	Iteration 2Q: 3 clusters Score -1.601405e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -16016061.000000 Penalty: 5864.136719
	Iteration 3Q: 3 clusters Score -1.601606e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
Score: -16019241.000000 Penalty: 5864.136719
	Iteration 4Q: 3 clusters Score -1.601924e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -16023642.000000 Penalty: 5864.136719
	Iteration 5F: 3 clusters Score -1.602364e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -16029880.000000 Penalty: 5864.136719
	Iteration 6F: 3 clusters Score -1.602988e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -16037410.000000 Penalty: 5864.136719
	Iteration 7F: 3 clusters Score -1.603741e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48570 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -16044495.000000 Penalty: 5864.136719
	Iteration 8F: 3 clusters Score -1.60445e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -16048862.000000 Penalty: 5864.136719
	Iteration 9F: 3 clusters Score -1.604886e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -16051301.000000 Penalty: 5864.136719
	Iteration 10Q: 3 clusters Score -1.60513e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -16052720.000000 Penalty: 5864.136719
	Iteration 11Q: 3 clusters Score -1.605272e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -16053743.000000 Penalty: 5864.136719
	Iteration 12Q: 3 clusters Score -1.605374e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -16054708.000000 Penalty: 5864.136719
	Iteration 13Q: 3 clusters Score -1.605471e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 102175 members 
Entering Unmasked Estep 
Score: -16055492.000000 Penalty: 5864.136719
	Iteration 14Q: 3 clusters Score -1.605549e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 104002 members 
Entering Unmasked Estep 
Score: -16056192.000000 Penalty: 5864.136719
	Iteration 15Q: 3 clusters Score -1.605619e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 105726 members 
Entering Unmasked Estep 
Score: -16056827.000000 Penalty: 5864.136719
	Iteration 16Q: 3 clusters Score -1.605683e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 107340 members 
Entering Unmasked Estep 
Score: -16057401.000000 Penalty: 5864.136719
	Iteration 17Q: 3 clusters Score -1.60574e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 108908 members 
Entering Unmasked Estep 
Score: -16057979.000000 Penalty: 5864.136719
	Iteration 18Q: 3 clusters Score -1.605798e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 110373 members 
Entering Unmasked Estep 
Score: -16058531.000000 Penalty: 5864.136719
	Iteration 19Q: 3 clusters Score -1.605853e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -16058984.000000 Penalty: 5864.136719
	Iteration 20F: 3 clusters Score -1.605898e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 113033 members 
Entering Unmasked Estep 
Score: -16059347.000000 Penalty: 5864.136719
	Iteration 21Q: 3 clusters Score -1.605935e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 114335 members 
Entering Unmasked Estep 
Score: -16059680.000000 Penalty: 5864.136719
	Iteration 22Q: 3 clusters Score -1.605968e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -16060037.000000 Penalty: 5864.136719
	Iteration 23Q: 3 clusters Score -1.606004e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 116712 members 
Entering Unmasked Estep 
Score: -16060456.000000 Penalty: 5864.136719
	Iteration 24Q: 3 clusters Score -1.606046e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 117833 members 
Entering Unmasked Estep 
Score: -16060805.000000 Penalty: 5864.136719
	Iteration 25Q: 3 clusters Score -1.60608e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 118871 members 
Entering Unmasked Estep 
Score: -16061179.000000 Penalty: 5864.136719
	Iteration 26Q: 3 clusters Score -1.606118e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 119879 members 
Entering Unmasked Estep 
Score: -16061485.000000 Penalty: 5864.136719
	Iteration 27Q: 3 clusters Score -1.606148e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -16061853.000000 Penalty: 5864.136719
	Iteration 28Q: 3 clusters Score -1.606185e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 121667 members 
Entering Unmasked Estep 
Score: -16062034.000000 Penalty: 5864.136719
	Iteration 29Q: 3 clusters Score -1.606203e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -16062313.000000 Penalty: 5864.136719
	Iteration 30Q: 3 clusters Score -1.606231e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 123198 members 
Entering Unmasked Estep 
Score: -16062572.000000 Penalty: 5864.136719
	Iteration 31Q: 3 clusters Score -1.606257e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 123867 members 
Entering Unmasked Estep 
Score: -16062810.000000 Penalty: 5864.136719
	Iteration 32Q: 3 clusters Score -1.606281e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -16062980.000000 Penalty: 5864.136719
	Iteration 33Q: 3 clusters Score -1.606298e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 125047 members 
Entering Unmasked Estep 
Score: -16063166.000000 Penalty: 5864.136719
	Iteration 34Q: 3 clusters Score -1.606317e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -16063232.000000 Penalty: 5864.136719
	Iteration 35Q: 3 clusters Score -1.606323e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -16063362.000000 Penalty: 5864.136719
	Iteration 36Q: 3 clusters Score -1.606336e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 126397 members 
Entering Unmasked Estep 
Score: -16063412.000000 Penalty: 5864.136719
	Iteration 37Q: 3 clusters Score -1.606341e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 126716 members 
Entering Unmasked Estep 
Score: -16063474.000000 Penalty: 5864.136719
	Iteration 38Q: 3 clusters Score -1.606347e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -16063586.000000 Penalty: 5864.136719
	Iteration 39Q: 3 clusters Score -1.606359e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -16063638.000000 Penalty: 5864.136719
	Iteration 40F: 3 clusters Score -1.606364e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -16063709.000000 Penalty: 5864.136719
	Iteration 41Q: 3 clusters Score -1.606371e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 127721 members 
Entering Unmasked Estep 
Score: -16063730.000000 Penalty: 5864.136719
	Iteration 42Q: 3 clusters Score -1.606373e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
Score: -16063695.000000 Penalty: 5864.136719
	Iteration 43Q: 3 clusters Score -1.60637e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 128072 members 
Entering Unmasked Estep 
Score: -16063737.000000 Penalty: 5864.136719
	Iteration 44Q: 3 clusters Score -1.606374e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 128220 members 
Entering Unmasked Estep 
Score: -16063778.000000 Penalty: 5864.136719
	Iteration 45Q: 3 clusters Score -1.606378e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 128372 members 
Entering Unmasked Estep 
Score: -16063818.000000 Penalty: 5864.136719
	Iteration 46Q: 3 clusters Score -1.606382e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 128512 members 
Entering Unmasked Estep 
Score: -16063841.000000 Penalty: 5864.136719
	Iteration 47Q: 3 clusters Score -1.606384e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -16063872.000000 Penalty: 5864.136719
	Iteration 48Q: 3 clusters Score -1.606387e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 128737 members 
Entering Unmasked Estep 
Score: -16063892.000000 Penalty: 5864.136719
	Iteration 49Q: 3 clusters Score -1.606389e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 128837 members 
Entering Unmasked Estep 
Score: -16063894.000000 Penalty: 5864.136719
	Iteration 50Q: 3 clusters Score -1.606389e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 128938 members 
Entering Unmasked Estep 
Score: -16063895.000000 Penalty: 5864.136719
	Iteration 51Q: 3 clusters Score -1.60639e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 129030 members 
Entering Unmasked Estep 
Score: -16063910.000000 Penalty: 5864.136719
	Iteration 52Q: 3 clusters Score -1.606391e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 129113 members 
Entering Unmasked Estep 
Score: -16063918.000000 Penalty: 5864.136719
	Iteration 53Q: 3 clusters Score -1.606392e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 129186 members 
Entering Unmasked Estep 
Score: -16063902.000000 Penalty: 5864.136719
	Iteration 54Q: 3 clusters Score -1.60639e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 129259 members 
Entering Unmasked Estep 
Score: -16063914.000000 Penalty: 5864.136719
	Iteration 55Q: 3 clusters Score -1.606391e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 129325 members 
Entering Unmasked Estep 
Score: -16063935.000000 Penalty: 5864.136719
	Iteration 56Q: 3 clusters Score -1.606394e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -16063948.000000 Penalty: 5864.136719
	Iteration 57Q: 3 clusters Score -1.606395e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -16063958.000000 Penalty: 5864.136719
	Iteration 58Q: 3 clusters Score -1.606396e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 129490 members 
Entering Unmasked Estep 
Score: -16063958.000000 Penalty: 5864.136719
	Iteration 59Q: 3 clusters Score -1.606396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -16063949.000000 Penalty: 5864.136719
	Iteration 60F: 3 clusters Score -1.606395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 129562 members 
Entering Unmasked Estep 
Score: -16063954.000000 Penalty: 5864.136719
	Iteration 61Q: 3 clusters Score -1.606395e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 129609 members 
Entering Unmasked Estep 
Score: -16063970.000000 Penalty: 5864.136719
	Iteration 62Q: 3 clusters Score -1.606397e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -16063959.000000 Penalty: 5864.136719
	Iteration 63Q: 3 clusters Score -1.606396e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 129694 members 
Entering Unmasked Estep 
Score: -16063970.000000 Penalty: 5864.136719
	Iteration 64Q: 3 clusters Score -1.606397e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -16063991.000000 Penalty: 5864.136719
	Iteration 65Q: 3 clusters Score -1.606399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 129773 members 
Entering Unmasked Estep 
Score: -16064006.000000 Penalty: 5864.136719
	Iteration 66Q: 3 clusters Score -1.606401e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -16063983.000000 Penalty: 5864.136719
	Iteration 67Q: 3 clusters Score -1.606398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 129878 members 
Entering Unmasked Estep 
Score: -16063975.000000 Penalty: 5864.136719
	Iteration 68Q: 3 clusters Score -1.606398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 129932 members 
Entering Unmasked Estep 
Score: -16063976.000000 Penalty: 5864.136719
	Iteration 69Q: 3 clusters Score -1.606398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 129986 members 
Entering Unmasked Estep 
Score: -16063990.000000 Penalty: 5864.136719
	Iteration 70Q: 3 clusters Score -1.606399e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 130038 members 
Entering Unmasked Estep 
Score: -16064013.000000 Penalty: 5864.136719
	Iteration 71Q: 3 clusters Score -1.606401e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 130094 members 
Entering Unmasked Estep 
Score: -16064022.000000 Penalty: 5864.136719
	Iteration 72Q: 3 clusters Score -1.606402e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 130135 members 
Entering Unmasked Estep 
Score: -16064018.000000 Penalty: 5864.136719
	Iteration 73Q: 3 clusters Score -1.606402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 130172 members 
Entering Unmasked Estep 
Score: -16064037.000000 Penalty: 5864.136719
	Iteration 74Q: 3 clusters Score -1.606404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 130208 members 
Entering Unmasked Estep 
Score: -16064048.000000 Penalty: 5864.136719
	Iteration 75Q: 3 clusters Score -1.606405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 130242 members 
Entering Unmasked Estep 
Score: -16064042.000000 Penalty: 5864.136719
	Iteration 76Q: 3 clusters Score -1.606404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 130271 members 
Entering Unmasked Estep 
Score: -16064055.000000 Penalty: 5864.136719
	Iteration 77Q: 3 clusters Score -1.606406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 130299 members 
Entering Unmasked Estep 
Score: -16064081.000000 Penalty: 5864.136719
	Iteration 78Q: 3 clusters Score -1.606408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 130323 members 
Entering Unmasked Estep 
Score: -16064069.000000 Penalty: 5864.136719
	Iteration 79Q: 3 clusters Score -1.606407e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 130342 members 
Entering Unmasked Estep 
Score: -16064081.000000 Penalty: 5864.136719
	Iteration 80F: 3 clusters Score -1.606408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 130363 members 
Entering Unmasked Estep 
Score: -16064076.000000 Penalty: 5864.136719
	Iteration 81Q: 3 clusters Score -1.606408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 130381 members 
Entering Unmasked Estep 
Score: -16064111.000000 Penalty: 5864.136719
	Iteration 82Q: 3 clusters Score -1.606411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 130398 members 
Entering Unmasked Estep 
Score: -16064107.000000 Penalty: 5864.136719
	Iteration 83Q: 3 clusters Score -1.606411e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 130416 members 
Entering Unmasked Estep 
Score: -16064105.000000 Penalty: 5864.136719
	Iteration 84Q: 3 clusters Score -1.60641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 130431 members 
Entering Unmasked Estep 
Score: -16064097.000000 Penalty: 5864.136719
	Iteration 85Q: 3 clusters Score -1.60641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 130445 members 
Entering Unmasked Estep 
Score: -16064109.000000 Penalty: 5864.136719
	Iteration 86Q: 3 clusters Score -1.606411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 130459 members 
Entering Unmasked Estep 
Score: -16064097.000000 Penalty: 5864.136719
	Iteration 87Q: 3 clusters Score -1.60641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -16064093.000000 Penalty: 5864.136719
	Iteration 88Q: 3 clusters Score -1.606409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 130483 members 
Entering Unmasked Estep 
Score: -16064104.000000 Penalty: 5864.136719
	Iteration 89Q: 3 clusters Score -1.60641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 130496 members 
Entering Unmasked Estep 
Score: -16064108.000000 Penalty: 5864.136719
	Iteration 90Q: 3 clusters Score -1.606411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 130502 members 
Entering Unmasked Estep 
Score: -16064116.000000 Penalty: 5864.136719
	Iteration 91Q: 3 clusters Score -1.606412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 130505 members 
Entering Unmasked Estep 
Score: -16064114.000000 Penalty: 5864.136719
	Iteration 92Q: 3 clusters Score -1.606411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 130507 members 
Entering Unmasked Estep 
Score: -16064115.000000 Penalty: 5864.136719
	Iteration 93Q: 3 clusters Score -1.606412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 130509 members 
Entering Unmasked Estep 
Score: -16064116.000000 Penalty: 5864.136719
	Iteration 94Q: 3 clusters Score -1.606412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 130511 members 
Entering Unmasked Estep 
Score: -16064115.000000 Penalty: 5864.136719
	Iteration 95Q: 3 clusters Score -1.606412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 130513 members 
Entering Unmasked Estep 
Score: -16064119.000000 Penalty: 5864.136719
	Iteration 96Q: 3 clusters Score -1.606412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 130519 members 
Entering Unmasked Estep 
Score: -16064114.000000 Penalty: 5864.136719
	Iteration 97Q: 3 clusters Score -1.606411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 130530 members 
Entering Unmasked Estep 
Score: -16064120.000000 Penalty: 5864.136719
	Iteration 98Q: 3 clusters Score -1.606412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 130538 members 
Entering Unmasked Estep 
Score: -16064125.000000 Penalty: 5864.136719
	Iteration 99Q: 3 clusters Score -1.606412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -16064121.000000 Penalty: 5864.136719
	Iteration 100F: 3 clusters Score -1.606412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 130567 members 
Entering Unmasked Estep 
Score: -16064129.000000 Penalty: 5864.136719
	Iteration 101Q: 3 clusters Score -1.606413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 130577 members 
Entering Unmasked Estep 
Score: -16064118.000000 Penalty: 5864.136719
	Iteration 102Q: 3 clusters Score -1.606412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 130588 members 
Entering Unmasked Estep 
Score: -16064133.000000 Penalty: 5864.136719
	Iteration 103Q: 3 clusters Score -1.606413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 130599 members 
Entering Unmasked Estep 
Score: -16064124.000000 Penalty: 5864.136719
	Iteration 104Q: 3 clusters Score -1.606412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 130611 members 
Entering Unmasked Estep 
Score: -16064140.000000 Penalty: 5864.136719
	Iteration 105Q: 3 clusters Score -1.606414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 130625 members 
Entering Unmasked Estep 
Score: -16064141.000000 Penalty: 5864.136719
	Iteration 106Q: 3 clusters Score -1.606414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 130641 members 
Entering Unmasked Estep 
Score: -16064121.000000 Penalty: 5864.136719
	Iteration 107Q: 3 clusters Score -1.606412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -16064147.000000 Penalty: 5864.136719
	Iteration 108Q: 3 clusters Score -1.606415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 130669 members 
Entering Unmasked Estep 
Score: -16064141.000000 Penalty: 5864.136719
	Iteration 109Q: 3 clusters Score -1.606414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 130689 members 
Entering Unmasked Estep 
Score: -16064123.000000 Penalty: 5864.136719
	Iteration 110Q: 3 clusters Score -1.606412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 130705 members 
Entering Unmasked Estep 
Score: -16064108.000000 Penalty: 5864.136719
	Iteration 111Q: 3 clusters Score -1.606411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -16064109.000000 Penalty: 5864.136719
	Iteration 112Q: 3 clusters Score -1.606411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 130733 members 
Entering Unmasked Estep 
Score: -16064118.000000 Penalty: 5864.136719
	Iteration 113Q: 3 clusters Score -1.606412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 130744 members 
Entering Unmasked Estep 
Score: -16064112.000000 Penalty: 5864.136719
	Iteration 114Q: 3 clusters Score -1.606411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 130751 members 
Entering Unmasked Estep 
Score: -16064110.000000 Penalty: 5864.136719
	Iteration 115Q: 3 clusters Score -1.606411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 130758 members 
Entering Unmasked Estep 
Score: -16064110.000000 Penalty: 5864.136719
	Iteration 116Q: 3 clusters Score -1.606411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 130769 members 
Entering Unmasked Estep 
Score: -16064133.000000 Penalty: 5864.136719
	Iteration 117Q: 3 clusters Score -1.606413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 130783 members 
Entering Unmasked Estep 
Score: -16064126.000000 Penalty: 5864.136719
	Iteration 118Q: 3 clusters Score -1.606413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -16064133.000000 Penalty: 5864.136719
	Iteration 119Q: 3 clusters Score -1.606413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -16064114.000000 Penalty: 5864.136719
	Iteration 120F: 3 clusters Score -1.606411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -16064113.000000 Penalty: 5864.136719
	Iteration 121Q: 3 clusters Score -1.606411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -16064111.000000 Penalty: 5864.136719
	Iteration 122Q: 3 clusters Score -1.606411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 130807 members 
Entering Unmasked Estep 
Score: -16064116.000000 Penalty: 5864.136719
	Iteration 123Q: 3 clusters Score -1.606412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 130809 members 
Entering Unmasked Estep 
Score: -16064121.000000 Penalty: 5864.136719
	Iteration 124Q: 3 clusters Score -1.606412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 130809 members 
Entering Unmasked Estep 
Score: -16064121.000000 Penalty: 5864.136719
	Iteration 125F: 3 clusters Score -1.606412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142565 members 
Entering Unmasked Estep 
Score: -16604222.000000 Penalty: 2943.153320
	Iteration 0F: 2 clusters Score -1.660422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -16508602.000000 Penalty: 5886.306641
	Iteration 0F: 3 clusters Score -1.65086e+07 nChanged 68088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -16549951.000000 Penalty: 5886.306641
	Iteration 1F: 3 clusters Score -1.654995e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -16553065.000000 Penalty: 5886.306641
	Iteration 2Q: 3 clusters Score -1.655306e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -16558945.000000 Penalty: 5886.306641
	Iteration 3F: 3 clusters Score -1.655894e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 94570 members 
Entering Unmasked Estep 
Score: -16567977.000000 Penalty: 5886.306641
	Iteration 4F: 3 clusters Score -1.656798e+07 nChanged 12585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 104041 members 
Entering Unmasked Estep 
Score: -16578522.000000 Penalty: 5886.306641
	Iteration 5F: 3 clusters Score -1.657852e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 112437 members 
Entering Unmasked Estep 
Score: -16588027.000000 Penalty: 5886.306641
	Iteration 6F: 3 clusters Score -1.658803e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 118387 members 
Entering Unmasked Estep 
Score: -16595037.000000 Penalty: 5886.306641
	Iteration 7F: 3 clusters Score -1.659504e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 122039 members 
Entering Unmasked Estep 
Score: -16599675.000000 Penalty: 5886.306641
	Iteration 8Q: 3 clusters Score -1.659968e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -16602465.000000 Penalty: 5886.306641
	Iteration 9Q: 3 clusters Score -1.660246e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -16603923.000000 Penalty: 5886.306641
	Iteration 10Q: 3 clusters Score -1.660392e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 126926 members 
Entering Unmasked Estep 
Score: -16604790.000000 Penalty: 5886.306641
	Iteration 11Q: 3 clusters Score -1.660479e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 127896 members 
Entering Unmasked Estep 
Score: -16605438.000000 Penalty: 5886.306641
	Iteration 12Q: 3 clusters Score -1.660544e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 128761 members 
Entering Unmasked Estep 
Score: -16606148.000000 Penalty: 5886.306641
	Iteration 13Q: 3 clusters Score -1.660615e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 129453 members 
Entering Unmasked Estep 
Score: -16606766.000000 Penalty: 5886.306641
	Iteration 14Q: 3 clusters Score -1.660677e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 130046 members 
Entering Unmasked Estep 
Score: -16607740.000000 Penalty: 5886.306641
	Iteration 15Q: 3 clusters Score -1.660774e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 130546 members 
Entering Unmasked Estep 
Score: -16608943.000000 Penalty: 5886.306641
	Iteration 16Q: 3 clusters Score -1.660894e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 130795 members 
Entering Unmasked Estep 
Score: -16609528.000000 Penalty: 5886.306641
	Iteration 17Q: 3 clusters Score -1.660953e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 130891 members 
Entering Unmasked Estep 
Score: -16609660.000000 Penalty: 5886.306641
	Iteration 18Q: 3 clusters Score -1.660966e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -16609680.000000 Penalty: 5886.306641
	Iteration 19Q: 3 clusters Score -1.660968e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -16609692.000000 Penalty: 5886.306641
	Iteration 20F: 3 clusters Score -1.660969e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -16609706.000000 Penalty: 5886.306641
	Iteration 21Q: 3 clusters Score -1.660971e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 131068 members 
Entering Unmasked Estep 
Score: -16609738.000000 Penalty: 5886.306641
	Iteration 22Q: 3 clusters Score -1.660974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 131090 members 
Entering Unmasked Estep 
Score: -16609747.000000 Penalty: 5886.306641
	Iteration 23Q: 3 clusters Score -1.660975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 131099 members 
Entering Unmasked Estep 
Score: -16609742.000000 Penalty: 5886.306641
	Iteration 24Q: 3 clusters Score -1.660974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 131103 members 
Entering Unmasked Estep 
Score: -16609729.000000 Penalty: 5886.306641
	Iteration 25Q: 3 clusters Score -1.660973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -16609732.000000 Penalty: 5886.306641
	Iteration 26Q: 3 clusters Score -1.660973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -16609731.000000 Penalty: 5886.306641
	Iteration 27Q: 3 clusters Score -1.660973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 131108 members 
Entering Unmasked Estep 
Score: -16609728.000000 Penalty: 5886.306641
	Iteration 28Q: 3 clusters Score -1.660973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 131109 members 
Entering Unmasked Estep 
Score: -16609737.000000 Penalty: 5886.306641
	Iteration 29Q: 3 clusters Score -1.660974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 131109 members 
Entering Unmasked Estep 
Score: -16609737.000000 Penalty: 5886.306641
	Iteration 30F: 3 clusters Score -1.660974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 70384 members 
Mstep: Class 13 contains 220726 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Entering Unmasked Estep 
Score: -225796672.000000 Penalty: 89994.429688
Splitting cluster 10 changes total score from -225754816.000000 to -225796672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (70384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70384 members 
Entering Unmasked Estep 
Score: -7637706.500000 Penalty: 2768.106934
	Iteration 0F: 2 clusters Score -7637706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -7590610.000000 Penalty: 5536.213867
	Iteration 0F: 3 clusters Score -7590610 nChanged 32675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7609764.000000 Penalty: 5536.213867
	Iteration 1F: 3 clusters Score -7609764 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7611729.500000 Penalty: 5536.213867
	Iteration 2F: 3 clusters Score -7611730 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -7614693.500000 Penalty: 5536.213867
	Iteration 3F: 3 clusters Score -7614694 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -7618591.500000 Penalty: 5536.213867
	Iteration 4F: 3 clusters Score -7618592 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7622392.500000 Penalty: 5536.213867
	Iteration 5F: 3 clusters Score -7622392 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -7625112.500000 Penalty: 5536.213867
	Iteration 6F: 3 clusters Score -7625112 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7626888.500000 Penalty: 5536.213867
	Iteration 7F: 3 clusters Score -7626888 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7628109.000000 Penalty: 5536.213867
	Iteration 8Q: 3 clusters Score -7628109 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -7628901.000000 Penalty: 5536.213867
	Iteration 9Q: 3 clusters Score -7628901 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -7629493.500000 Penalty: 5536.213867
	Iteration 10Q: 3 clusters Score -7629494 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -7629840.000000 Penalty: 5536.213867
	Iteration 11Q: 3 clusters Score -7629840 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7630123.500000 Penalty: 5536.213867
	Iteration 12Q: 3 clusters Score -7630124 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7630385.500000 Penalty: 5536.213867
	Iteration 13Q: 3 clusters Score -7630386 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -7630499.500000 Penalty: 5536.213867
	Iteration 14Q: 3 clusters Score -7630500 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -7630642.000000 Penalty: 5536.213867
	Iteration 15Q: 3 clusters Score -7630642 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -7630783.500000 Penalty: 5536.213867
	Iteration 16Q: 3 clusters Score -7630784 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -7630847.500000 Penalty: 5536.213867
	Iteration 17Q: 3 clusters Score -7630848 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -7630954.000000 Penalty: 5536.213867
	Iteration 18Q: 3 clusters Score -7630954 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7631011.500000 Penalty: 5536.213867
	Iteration 19Q: 3 clusters Score -7631012 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -7631063.000000 Penalty: 5536.213867
	Iteration 20F: 3 clusters Score -7631063 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7631149.000000 Penalty: 5536.213867
	Iteration 21Q: 3 clusters Score -7631149 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7631230.000000 Penalty: 5536.213867
	Iteration 22Q: 3 clusters Score -7631230 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -7631269.500000 Penalty: 5536.213867
	Iteration 23Q: 3 clusters Score -7631270 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -7631312.500000 Penalty: 5536.213867
	Iteration 24Q: 3 clusters Score -7631312 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -7631370.500000 Penalty: 5536.213867
	Iteration 25Q: 3 clusters Score -7631370 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -7631452.500000 Penalty: 5536.213867
	Iteration 26Q: 3 clusters Score -7631452 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -7631550.000000 Penalty: 5536.213867
	Iteration 27Q: 3 clusters Score -7631550 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -7631664.000000 Penalty: 5536.213867
	Iteration 28Q: 3 clusters Score -7631664 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -7631793.500000 Penalty: 5536.213867
	Iteration 29Q: 3 clusters Score -7631794 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -7631930.000000 Penalty: 5536.213867
	Iteration 30Q: 3 clusters Score -7631930 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -7632029.500000 Penalty: 5536.213867
	Iteration 31Q: 3 clusters Score -7632030 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -7632184.000000 Penalty: 5536.213867
	Iteration 32Q: 3 clusters Score -7632184 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -7632332.500000 Penalty: 5536.213867
	Iteration 33Q: 3 clusters Score -7632332 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -7632481.000000 Penalty: 5536.213867
	Iteration 34Q: 3 clusters Score -7632481 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -7632635.000000 Penalty: 5536.213867
	Iteration 35Q: 3 clusters Score -7632635 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -7632782.500000 Penalty: 5536.213867
	Iteration 36Q: 3 clusters Score -7632782 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -7632898.500000 Penalty: 5536.213867
	Iteration 37Q: 3 clusters Score -7632898 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -7633089.500000 Penalty: 5536.213867
	Iteration 38Q: 3 clusters Score -7633090 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -7633295.500000 Penalty: 5536.213867
	Iteration 39Q: 3 clusters Score -7633296 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -7633438.500000 Penalty: 5536.213867
	Iteration 40F: 3 clusters Score -7633438 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -7633655.500000 Penalty: 5536.213867
	Iteration 41Q: 3 clusters Score -7633656 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -7633866.000000 Penalty: 5536.213867
	Iteration 42Q: 3 clusters Score -7633866 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7634168.000000 Penalty: 5536.213867
	Iteration 43Q: 3 clusters Score -7634168 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7634455.500000 Penalty: 5536.213867
	Iteration 44Q: 3 clusters Score -7634456 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -7634789.000000 Penalty: 5536.213867
	Iteration 45Q: 3 clusters Score -7634789 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -7635168.000000 Penalty: 5536.213867
	Iteration 46Q: 3 clusters Score -7635168 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -7635579.000000 Penalty: 5536.213867
	Iteration 47Q: 3 clusters Score -7635579 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -7636021.000000 Penalty: 5536.213867
	Iteration 48Q: 3 clusters Score -7636021 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -7636524.500000 Penalty: 5536.213867
	Iteration 49Q: 3 clusters Score -7636524 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -7637004.000000 Penalty: 5536.213867
	Iteration 50Q: 3 clusters Score -7637004 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -7637542.000000 Penalty: 5536.213867
	Iteration 51Q: 3 clusters Score -7637542 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -7638041.000000 Penalty: 5536.213867
	Iteration 52Q: 3 clusters Score -7638041 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59022 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -7638424.500000 Penalty: 5536.213867
	Iteration 53Q: 3 clusters Score -7638424 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -7638817.000000 Penalty: 5536.213867
	Iteration 54Q: 3 clusters Score -7638817 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -7639048.000000 Penalty: 5536.213867
	Iteration 55Q: 3 clusters Score -7639048 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -7639196.500000 Penalty: 5536.213867
	Iteration 56Q: 3 clusters Score -7639196 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61651 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -7639314.000000 Penalty: 5536.213867
	Iteration 57Q: 3 clusters Score -7639314 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -7639407.000000 Penalty: 5536.213867
	Iteration 58Q: 3 clusters Score -7639407 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -7639486.000000 Penalty: 5536.213867
	Iteration 59Q: 3 clusters Score -7639486 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -7639537.500000 Penalty: 5536.213867
	Iteration 60F: 3 clusters Score -7639538 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -7639561.500000 Penalty: 5536.213867
	Iteration 61Q: 3 clusters Score -7639562 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7639621.000000 Penalty: 5536.213867
	Iteration 62Q: 3 clusters Score -7639621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -7639653.500000 Penalty: 5536.213867
	Iteration 63Q: 3 clusters Score -7639654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -7639679.500000 Penalty: 5536.213867
	Iteration 64Q: 3 clusters Score -7639680 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -7639709.000000 Penalty: 5536.213867
	Iteration 65Q: 3 clusters Score -7639709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -7639706.000000 Penalty: 5536.213867
	Iteration 66Q: 3 clusters Score -7639706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -7639713.000000 Penalty: 5536.213867
	Iteration 67Q: 3 clusters Score -7639713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -7639718.500000 Penalty: 5536.213867
	Iteration 68Q: 3 clusters Score -7639718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -7639730.000000 Penalty: 5536.213867
	Iteration 69Q: 3 clusters Score -7639730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -7639735.500000 Penalty: 5536.213867
	Iteration 70Q: 3 clusters Score -7639736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -7639757.500000 Penalty: 5536.213867
	Iteration 71Q: 3 clusters Score -7639758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64080 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -7639753.500000 Penalty: 5536.213867
	Iteration 72Q: 3 clusters Score -7639754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -7639766.000000 Penalty: 5536.213867
	Iteration 73Q: 3 clusters Score -7639766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -7639765.500000 Penalty: 5536.213867
	Iteration 74Q: 3 clusters Score -7639766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -7639770.500000 Penalty: 5536.213867
	Iteration 75Q: 3 clusters Score -7639770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -7639773.500000 Penalty: 5536.213867
	Iteration 76Q: 3 clusters Score -7639774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -7639772.000000 Penalty: 5536.213867
	Iteration 77Q: 3 clusters Score -7639772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64213 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -7639780.500000 Penalty: 5536.213867
	Iteration 78Q: 3 clusters Score -7639780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -7639782.000000 Penalty: 5536.213867
	Iteration 79Q: 3 clusters Score -7639782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64239 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -7639784.000000 Penalty: 5536.213867
	Iteration 80F: 3 clusters Score -7639784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -7639779.500000 Penalty: 5536.213867
	Iteration 81Q: 3 clusters Score -7639780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64254 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -7639776.500000 Penalty: 5536.213867
	Iteration 82Q: 3 clusters Score -7639776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64258 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -7639774.000000 Penalty: 5536.213867
	Iteration 83Q: 3 clusters Score -7639774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -7639782.500000 Penalty: 5536.213867
	Iteration 84Q: 3 clusters Score -7639782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64266 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -7639783.000000 Penalty: 5536.213867
	Iteration 85Q: 3 clusters Score -7639783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -7639785.000000 Penalty: 5536.213867
	Iteration 86Q: 3 clusters Score -7639785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -7639784.500000 Penalty: 5536.213867
	Iteration 87Q: 3 clusters Score -7639784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7639784.000000 Penalty: 5536.213867
	Iteration 88Q: 3 clusters Score -7639784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -7639783.500000 Penalty: 5536.213867
	Iteration 89Q: 3 clusters Score -7639784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -7639780.000000 Penalty: 5536.213867
	Iteration 90Q: 3 clusters Score -7639780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -7639781.500000 Penalty: 5536.213867
	Iteration 91Q: 3 clusters Score -7639782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -7639783.500000 Penalty: 5536.213867
	Iteration 92Q: 3 clusters Score -7639784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7639781.000000 Penalty: 5536.213867
	Iteration 93Q: 3 clusters Score -7639781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64279 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -7639778.500000 Penalty: 5536.213867
	Iteration 94Q: 3 clusters Score -7639778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64284 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -7639784.500000 Penalty: 5536.213867
	Iteration 95Q: 3 clusters Score -7639784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64290 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -7639792.000000 Penalty: 5536.213867
	Iteration 96Q: 3 clusters Score -7639792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -7639785.500000 Penalty: 5536.213867
	Iteration 97Q: 3 clusters Score -7639786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -7639788.000000 Penalty: 5536.213867
	Iteration 98Q: 3 clusters Score -7639788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -7639796.000000 Penalty: 5536.213867
	Iteration 99Q: 3 clusters Score -7639796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -7639796.000000 Penalty: 5536.213867
	Iteration 100F: 3 clusters Score -7639796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 220726 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Mstep: Class 26 contains 6089 members 
Entering Unmasked Estep 
Score: -225796528.000000 Penalty: 93594.210938
Splitting cluster 12 changes total score from -225754816.000000 to -225796528.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (220726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220726 members 
Entering Unmasked Estep 
Score: -25345004.000000 Penalty: 3051.559814
	Iteration 0F: 2 clusters Score -2.5345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110267 members 
Mstep: Class 2 contains 110459 members 
Entering Unmasked Estep 
Score: -25202578.000000 Penalty: 6103.119629
	Iteration 0F: 3 clusters Score -2.520258e+07 nChanged 106814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -25268864.000000 Penalty: 6103.119629
	Iteration 1F: 3 clusters Score -2.526886e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -25274690.000000 Penalty: 6103.119629
	Iteration 2Q: 3 clusters Score -2.527469e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 122147 members 
Entering Unmasked Estep 
Score: -25283146.000000 Penalty: 6103.119629
	Iteration 3F: 3 clusters Score -2.528315e+07 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 130848 members 
Entering Unmasked Estep 
Score: -25293160.000000 Penalty: 6103.119629
	Iteration 4F: 3 clusters Score -2.529316e+07 nChanged 17345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -25305172.000000 Penalty: 6103.119629
	Iteration 5F: 3 clusters Score -2.530517e+07 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 155153 members 
Entering Unmasked Estep 
Score: -25318162.000000 Penalty: 6103.119629
	Iteration 6F: 3 clusters Score -2.531816e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 166863 members 
Entering Unmasked Estep 
Score: -25330402.000000 Penalty: 6103.119629
	Iteration 7F: 3 clusters Score -2.53304e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 176127 members 
Entering Unmasked Estep 
Score: -25339230.000000 Penalty: 6103.119629
	Iteration 8Q: 3 clusters Score -2.533923e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 182794 members 
Entering Unmasked Estep 
Score: -25344556.000000 Penalty: 6103.119629
	Iteration 9Q: 3 clusters Score -2.534456e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 187714 members 
Entering Unmasked Estep 
Score: -25348096.000000 Penalty: 6103.119629
	Iteration 10Q: 3 clusters Score -2.53481e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 191376 members 
Entering Unmasked Estep 
Score: -25350076.000000 Penalty: 6103.119629
	Iteration 11Q: 3 clusters Score -2.535008e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 193957 members 
Entering Unmasked Estep 
Score: -25351034.000000 Penalty: 6103.119629
	Iteration 12Q: 3 clusters Score -2.535103e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 195836 members 
Entering Unmasked Estep 
Score: -25351360.000000 Penalty: 6103.119629
	Iteration 13Q: 3 clusters Score -2.535136e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 197335 members 
Entering Unmasked Estep 
Score: -25351718.000000 Penalty: 6103.119629
	Iteration 14Q: 3 clusters Score -2.535172e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 198596 members 
Entering Unmasked Estep 
Score: -25351928.000000 Penalty: 6103.119629
	Iteration 15Q: 3 clusters Score -2.535193e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 199587 members 
Entering Unmasked Estep 
Score: -25352084.000000 Penalty: 6103.119629
	Iteration 16Q: 3 clusters Score -2.535208e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 200387 members 
Entering Unmasked Estep 
Score: -25352180.000000 Penalty: 6103.119629
	Iteration 17Q: 3 clusters Score -2.535218e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 201094 members 
Entering Unmasked Estep 
Score: -25352298.000000 Penalty: 6103.119629
	Iteration 18Q: 3 clusters Score -2.53523e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 201680 members 
Entering Unmasked Estep 
Score: -25352306.000000 Penalty: 6103.119629
	Iteration 19Q: 3 clusters Score -2.535231e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 202230 members 
Entering Unmasked Estep 
Score: -25352460.000000 Penalty: 6103.119629
	Iteration 20F: 3 clusters Score -2.535246e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 202714 members 
Entering Unmasked Estep 
Score: -25352432.000000 Penalty: 6103.119629
	Iteration 21Q: 3 clusters Score -2.535243e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 203141 members 
Entering Unmasked Estep 
Score: -25352490.000000 Penalty: 6103.119629
	Iteration 22Q: 3 clusters Score -2.535249e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 203511 members 
Entering Unmasked Estep 
Score: -25352488.000000 Penalty: 6103.119629
	Iteration 23Q: 3 clusters Score -2.535249e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 203882 members 
Entering Unmasked Estep 
Score: -25352572.000000 Penalty: 6103.119629
	Iteration 24Q: 3 clusters Score -2.535257e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 204214 members 
Entering Unmasked Estep 
Score: -25352646.000000 Penalty: 6103.119629
	Iteration 25Q: 3 clusters Score -2.535265e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 204494 members 
Entering Unmasked Estep 
Score: -25352698.000000 Penalty: 6103.119629
	Iteration 26Q: 3 clusters Score -2.53527e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 204785 members 
Entering Unmasked Estep 
Score: -25352724.000000 Penalty: 6103.119629
	Iteration 27Q: 3 clusters Score -2.535272e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 205043 members 
Entering Unmasked Estep 
Score: -25352766.000000 Penalty: 6103.119629
	Iteration 28Q: 3 clusters Score -2.535277e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 205274 members 
Entering Unmasked Estep 
Score: -25352842.000000 Penalty: 6103.119629
	Iteration 29Q: 3 clusters Score -2.535284e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 205534 members 
Entering Unmasked Estep 
Score: -25352816.000000 Penalty: 6103.119629
	Iteration 30Q: 3 clusters Score -2.535282e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 205789 members 
Entering Unmasked Estep 
Score: -25352852.000000 Penalty: 6103.119629
	Iteration 31Q: 3 clusters Score -2.535285e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 206012 members 
Entering Unmasked Estep 
Score: -25352836.000000 Penalty: 6103.119629
	Iteration 32Q: 3 clusters Score -2.535284e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 206243 members 
Entering Unmasked Estep 
Score: -25352888.000000 Penalty: 6103.119629
	Iteration 33Q: 3 clusters Score -2.535289e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 206454 members 
Entering Unmasked Estep 
Score: -25352924.000000 Penalty: 6103.119629
	Iteration 34Q: 3 clusters Score -2.535292e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 206658 members 
Entering Unmasked Estep 
Score: -25352936.000000 Penalty: 6103.119629
	Iteration 35Q: 3 clusters Score -2.535294e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 206859 members 
Entering Unmasked Estep 
Score: -25352954.000000 Penalty: 6103.119629
	Iteration 36Q: 3 clusters Score -2.535295e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 207029 members 
Entering Unmasked Estep 
Score: -25352960.000000 Penalty: 6103.119629
	Iteration 37Q: 3 clusters Score -2.535296e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 207169 members 
Entering Unmasked Estep 
Score: -25352986.000000 Penalty: 6103.119629
	Iteration 38Q: 3 clusters Score -2.535299e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 207309 members 
Entering Unmasked Estep 
Score: -25352946.000000 Penalty: 6103.119629
	Iteration 39Q: 3 clusters Score -2.535295e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 207422 members 
Entering Unmasked Estep 
Score: -25352972.000000 Penalty: 6103.119629
	Iteration 40F: 3 clusters Score -2.535297e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 207548 members 
Entering Unmasked Estep 
Score: -25352978.000000 Penalty: 6103.119629
	Iteration 41Q: 3 clusters Score -2.535298e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 207688 members 
Entering Unmasked Estep 
Score: -25353046.000000 Penalty: 6103.119629
	Iteration 42Q: 3 clusters Score -2.535305e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 207840 members 
Entering Unmasked Estep 
Score: -25353058.000000 Penalty: 6103.119629
	Iteration 43Q: 3 clusters Score -2.535306e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 207970 members 
Entering Unmasked Estep 
Score: -25353116.000000 Penalty: 6103.119629
	Iteration 44Q: 3 clusters Score -2.535312e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 208117 members 
Entering Unmasked Estep 
Score: -25353180.000000 Penalty: 6103.119629
	Iteration 45Q: 3 clusters Score -2.535318e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 208276 members 
Entering Unmasked Estep 
Score: -25353204.000000 Penalty: 6103.119629
	Iteration 46Q: 3 clusters Score -2.53532e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 208462 members 
Entering Unmasked Estep 
Score: -25353328.000000 Penalty: 6103.119629
	Iteration 47Q: 3 clusters Score -2.535333e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 208635 members 
Entering Unmasked Estep 
Score: -25353384.000000 Penalty: 6103.119629
	Iteration 48Q: 3 clusters Score -2.535338e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 208857 members 
Entering Unmasked Estep 
Score: -25353510.000000 Penalty: 6103.119629
	Iteration 49Q: 3 clusters Score -2.535351e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 209096 members 
Entering Unmasked Estep 
Score: -25353600.000000 Penalty: 6103.119629
	Iteration 50Q: 3 clusters Score -2.53536e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 209355 members 
Entering Unmasked Estep 
Score: -25353792.000000 Penalty: 6103.119629
	Iteration 51Q: 3 clusters Score -2.535379e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 209658 members 
Entering Unmasked Estep 
Score: -25354110.000000 Penalty: 6103.119629
	Iteration 52Q: 3 clusters Score -2.535411e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 210020 members 
Entering Unmasked Estep 
Score: -25354562.000000 Penalty: 6103.119629
	Iteration 53Q: 3 clusters Score -2.535456e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 210290 members 
Entering Unmasked Estep 
Score: -25354892.000000 Penalty: 6103.119629
	Iteration 54Q: 3 clusters Score -2.535489e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 210529 members 
Entering Unmasked Estep 
Score: -25355268.000000 Penalty: 6103.119629
	Iteration 55Q: 3 clusters Score -2.535527e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 210735 members 
Entering Unmasked Estep 
Score: -25355422.000000 Penalty: 6103.119629
	Iteration 56Q: 3 clusters Score -2.535542e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 210896 members 
Entering Unmasked Estep 
Score: -25355504.000000 Penalty: 6103.119629
	Iteration 57Q: 3 clusters Score -2.53555e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 211022 members 
Entering Unmasked Estep 
Score: -25355606.000000 Penalty: 6103.119629
	Iteration 58Q: 3 clusters Score -2.535561e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 211115 members 
Entering Unmasked Estep 
Score: -25355594.000000 Penalty: 6103.119629
	Iteration 59Q: 3 clusters Score -2.535559e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 211209 members 
Entering Unmasked Estep 
Score: -25355610.000000 Penalty: 6103.119629
	Iteration 60F: 3 clusters Score -2.535561e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 211265 members 
Entering Unmasked Estep 
Score: -25355612.000000 Penalty: 6103.119629
	Iteration 61Q: 3 clusters Score -2.535561e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 211308 members 
Entering Unmasked Estep 
Score: -25355614.000000 Penalty: 6103.119629
	Iteration 62Q: 3 clusters Score -2.535561e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 211319 members 
Entering Unmasked Estep 
Score: -25355610.000000 Penalty: 6103.119629
	Iteration 63Q: 3 clusters Score -2.535561e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 211332 members 
Entering Unmasked Estep 
Score: -25355642.000000 Penalty: 6103.119629
	Iteration 64Q: 3 clusters Score -2.535564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 211339 members 
Entering Unmasked Estep 
Score: -25355636.000000 Penalty: 6103.119629
	Iteration 65Q: 3 clusters Score -2.535564e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 211345 members 
Entering Unmasked Estep 
Score: -25355656.000000 Penalty: 6103.119629
	Iteration 66Q: 3 clusters Score -2.535566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 211352 members 
Entering Unmasked Estep 
Score: -25355656.000000 Penalty: 6103.119629
	Iteration 67Q: 3 clusters Score -2.535566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 211358 members 
Entering Unmasked Estep 
Score: -25355652.000000 Penalty: 6103.119629
	Iteration 68Q: 3 clusters Score -2.535565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 211361 members 
Entering Unmasked Estep 
Score: -25355644.000000 Penalty: 6103.119629
	Iteration 69Q: 3 clusters Score -2.535564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 211368 members 
Entering Unmasked Estep 
Score: -25355660.000000 Penalty: 6103.119629
	Iteration 70Q: 3 clusters Score -2.535566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -25355660.000000 Penalty: 6103.119629
	Iteration 71Q: 3 clusters Score -2.535566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 211371 members 
Entering Unmasked Estep 
Score: -25355654.000000 Penalty: 6103.119629
	Iteration 72Q: 3 clusters Score -2.535565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -25355652.000000 Penalty: 6103.119629
	Iteration 73Q: 3 clusters Score -2.535565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 211373 members 
Entering Unmasked Estep 
Score: -25355652.000000 Penalty: 6103.119629
	Iteration 74F: 3 clusters Score -2.535565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 58123 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 211373 members 
Entering Unmasked Estep 
Score: -225806864.000000 Penalty: 97193.984375
Splitting cluster 13 changes total score from -225754816.000000 to -225806864.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (58123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Entering Unmasked Estep 
Score: -6709561.500000 Penalty: 2720.638672
	Iteration 0F: 2 clusters Score -6709562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6670182.500000 Penalty: 5441.277344
	Iteration 0F: 3 clusters Score -6670182 nChanged 27260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -6686108.000000 Penalty: 5441.277344
	Iteration 1F: 3 clusters Score -6686108 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -6687231.500000 Penalty: 5441.277344
	Iteration 2Q: 3 clusters Score -6687232 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -6688610.000000 Penalty: 5441.277344
	Iteration 3Q: 3 clusters Score -6688610 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -6690551.500000 Penalty: 5441.277344
	Iteration 4F: 3 clusters Score -6690552 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -6692790.000000 Penalty: 5441.277344
	Iteration 5F: 3 clusters Score -6692790 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -6695214.500000 Penalty: 5441.277344
	Iteration 6F: 3 clusters Score -6695214 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -6697467.000000 Penalty: 5441.277344
	Iteration 7F: 3 clusters Score -6697467 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -6699539.500000 Penalty: 5441.277344
	Iteration 8F: 3 clusters Score -6699540 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -6701342.500000 Penalty: 5441.277344
	Iteration 9Q: 3 clusters Score -6701342 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6702784.000000 Penalty: 5441.277344
	Iteration 10Q: 3 clusters Score -6702784 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -6703932.500000 Penalty: 5441.277344
	Iteration 11Q: 3 clusters Score -6703932 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -6704922.000000 Penalty: 5441.277344
	Iteration 12Q: 3 clusters Score -6704922 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -6705679.000000 Penalty: 5441.277344
	Iteration 13Q: 3 clusters Score -6705679 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -6706145.500000 Penalty: 5441.277344
	Iteration 14Q: 3 clusters Score -6706146 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -6706458.000000 Penalty: 5441.277344
	Iteration 15Q: 3 clusters Score -6706458 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -6706693.000000 Penalty: 5441.277344
	Iteration 16Q: 3 clusters Score -6706693 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52379 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -6706924.500000 Penalty: 5441.277344
	Iteration 17Q: 3 clusters Score -6706924 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6707115.500000 Penalty: 5441.277344
	Iteration 18Q: 3 clusters Score -6707116 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -6707211.000000 Penalty: 5441.277344
	Iteration 19Q: 3 clusters Score -6707211 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6707484.500000 Penalty: 5441.277344
	Iteration 20F: 3 clusters Score -6707484 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6707654.000000 Penalty: 5441.277344
	Iteration 21Q: 3 clusters Score -6707654 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6707793.500000 Penalty: 5441.277344
	Iteration 22Q: 3 clusters Score -6707794 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6707946.500000 Penalty: 5441.277344
	Iteration 23Q: 3 clusters Score -6707946 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6708077.000000 Penalty: 5441.277344
	Iteration 24Q: 3 clusters Score -6708077 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6708251.000000 Penalty: 5441.277344
	Iteration 25Q: 3 clusters Score -6708251 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6708439.500000 Penalty: 5441.277344
	Iteration 26Q: 3 clusters Score -6708440 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -6708641.500000 Penalty: 5441.277344
	Iteration 27Q: 3 clusters Score -6708642 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6708855.000000 Penalty: 5441.277344
	Iteration 28Q: 3 clusters Score -6708855 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6709001.500000 Penalty: 5441.277344
	Iteration 29Q: 3 clusters Score -6709002 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6709143.500000 Penalty: 5441.277344
	Iteration 30Q: 3 clusters Score -6709144 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -6709231.000000 Penalty: 5441.277344
	Iteration 31Q: 3 clusters Score -6709231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -6709307.000000 Penalty: 5441.277344
	Iteration 32Q: 3 clusters Score -6709307 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6709353.500000 Penalty: 5441.277344
	Iteration 33Q: 3 clusters Score -6709354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6709386.000000 Penalty: 5441.277344
	Iteration 34Q: 3 clusters Score -6709386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6709411.000000 Penalty: 5441.277344
	Iteration 35Q: 3 clusters Score -6709411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57112 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6709430.000000 Penalty: 5441.277344
	Iteration 36Q: 3 clusters Score -6709430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6709445.500000 Penalty: 5441.277344
	Iteration 37Q: 3 clusters Score -6709446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6709446.000000 Penalty: 5441.277344
	Iteration 38Q: 3 clusters Score -6709446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6709458.000000 Penalty: 5441.277344
	Iteration 39Q: 3 clusters Score -6709458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6709529.500000 Penalty: 5441.277344
	Iteration 40F: 3 clusters Score -6709530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57139 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6709544.500000 Penalty: 5441.277344
	Iteration 41Q: 3 clusters Score -6709544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57140 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6709563.500000 Penalty: 5441.277344
	Iteration 42Q: 3 clusters Score -6709564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6709563.000000 Penalty: 5441.277344
	Iteration 43Q: 3 clusters Score -6709563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -6709560.500000 Penalty: 5441.277344
	Iteration 44Q: 3 clusters Score -6709560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6709571.000000 Penalty: 5441.277344
	Iteration 45Q: 3 clusters Score -6709571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6709573.500000 Penalty: 5441.277344
	Iteration 46Q: 3 clusters Score -6709574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6709579.000000 Penalty: 5441.277344
	Iteration 47Q: 3 clusters Score -6709579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6709577.500000 Penalty: 5441.277344
	Iteration 48Q: 3 clusters Score -6709578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6709574.500000 Penalty: 5441.277344
	Iteration 49Q: 3 clusters Score -6709574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6709574.500000 Penalty: 5441.277344
	Iteration 50Q: 3 clusters Score -6709574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6709574.000000 Penalty: 5441.277344
	Iteration 51Q: 3 clusters Score -6709574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6709572.000000 Penalty: 5441.277344
	Iteration 52Q: 3 clusters Score -6709572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6709575.500000 Penalty: 5441.277344
	Iteration 53Q: 3 clusters Score -6709576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -6709575.500000 Penalty: 5441.277344
	Iteration 54F: 3 clusters Score -6709576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 76028 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 211373 members 
Mstep: Class 28 contains 948 members 
Entering Unmasked Estep 
Score: -225806448.000000 Penalty: 100793.765625
Splitting cluster 14 changes total score from -225754816.000000 to -225806448.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (59994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Entering Unmasked Estep 
Score: -7077393.000000 Penalty: 2728.495850
	Iteration 0F: 2 clusters Score -7077393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -7036928.000000 Penalty: 5456.991699
	Iteration 0F: 3 clusters Score -7036928 nChanged 28112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -7053169.500000 Penalty: 5456.991699
	Iteration 1F: 3 clusters Score -7053170 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -7054185.000000 Penalty: 5456.991699
	Iteration 2Q: 3 clusters Score -7054185 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -7055414.000000 Penalty: 5456.991699
	Iteration 3Q: 3 clusters Score -7055414 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -7057065.500000 Penalty: 5456.991699
	Iteration 4F: 3 clusters Score -7057066 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -7059122.500000 Penalty: 5456.991699
	Iteration 5F: 3 clusters Score -7059122 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7061402.000000 Penalty: 5456.991699
	Iteration 6F: 3 clusters Score -7061402 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -7063751.000000 Penalty: 5456.991699
	Iteration 7F: 3 clusters Score -7063751 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -7066104.000000 Penalty: 5456.991699
	Iteration 8F: 3 clusters Score -7066104 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -7068165.500000 Penalty: 5456.991699
	Iteration 9Q: 3 clusters Score -7068166 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -7069799.000000 Penalty: 5456.991699
	Iteration 10Q: 3 clusters Score -7069799 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -7070946.500000 Penalty: 5456.991699
	Iteration 11Q: 3 clusters Score -7070946 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -7071857.500000 Penalty: 5456.991699
	Iteration 12Q: 3 clusters Score -7071858 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -7072511.500000 Penalty: 5456.991699
	Iteration 13Q: 3 clusters Score -7072512 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -7073054.000000 Penalty: 5456.991699
	Iteration 14Q: 3 clusters Score -7073054 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7073481.000000 Penalty: 5456.991699
	Iteration 15Q: 3 clusters Score -7073481 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7073762.000000 Penalty: 5456.991699
	Iteration 16Q: 3 clusters Score -7073762 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7074032.500000 Penalty: 5456.991699
	Iteration 17Q: 3 clusters Score -7074032 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7074217.500000 Penalty: 5456.991699
	Iteration 18Q: 3 clusters Score -7074218 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7074341.500000 Penalty: 5456.991699
	Iteration 19Q: 3 clusters Score -7074342 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7074461.000000 Penalty: 5456.991699
	Iteration 20F: 3 clusters Score -7074461 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58259 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7074557.500000 Penalty: 5456.991699
	Iteration 21Q: 3 clusters Score -7074558 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7074650.500000 Penalty: 5456.991699
	Iteration 22Q: 3 clusters Score -7074650 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7074723.000000 Penalty: 5456.991699
	Iteration 23Q: 3 clusters Score -7074723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7074776.500000 Penalty: 5456.991699
	Iteration 24Q: 3 clusters Score -7074776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7074823.000000 Penalty: 5456.991699
	Iteration 25Q: 3 clusters Score -7074823 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7074864.500000 Penalty: 5456.991699
	Iteration 26Q: 3 clusters Score -7074864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7074904.000000 Penalty: 5456.991699
	Iteration 27Q: 3 clusters Score -7074904 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7074942.000000 Penalty: 5456.991699
	Iteration 28Q: 3 clusters Score -7074942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7074974.000000 Penalty: 5456.991699
	Iteration 29Q: 3 clusters Score -7074974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7075013.000000 Penalty: 5456.991699
	Iteration 30Q: 3 clusters Score -7075013 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7075025.000000 Penalty: 5456.991699
	Iteration 31Q: 3 clusters Score -7075025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7075054.000000 Penalty: 5456.991699
	Iteration 32Q: 3 clusters Score -7075054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7075067.000000 Penalty: 5456.991699
	Iteration 33Q: 3 clusters Score -7075067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7075069.500000 Penalty: 5456.991699
	Iteration 34Q: 3 clusters Score -7075070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7075077.500000 Penalty: 5456.991699
	Iteration 35Q: 3 clusters Score -7075078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7075074.500000 Penalty: 5456.991699
	Iteration 36Q: 3 clusters Score -7075074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7075092.000000 Penalty: 5456.991699
	Iteration 37Q: 3 clusters Score -7075092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7075096.500000 Penalty: 5456.991699
	Iteration 38Q: 3 clusters Score -7075096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7075106.000000 Penalty: 5456.991699
	Iteration 39Q: 3 clusters Score -7075106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7075120.000000 Penalty: 5456.991699
	Iteration 40F: 3 clusters Score -7075120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7075120.500000 Penalty: 5456.991699
	Iteration 41Q: 3 clusters Score -7075120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7075121.000000 Penalty: 5456.991699
	Iteration 42Q: 3 clusters Score -7075121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7075119.500000 Penalty: 5456.991699
	Iteration 43Q: 3 clusters Score -7075120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7075111.000000 Penalty: 5456.991699
	Iteration 44Q: 3 clusters Score -7075111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7075118.000000 Penalty: 5456.991699
	Iteration 45Q: 3 clusters Score -7075118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7075114.000000 Penalty: 5456.991699
	Iteration 46Q: 3 clusters Score -7075114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7075115.500000 Penalty: 5456.991699
	Iteration 47Q: 3 clusters Score -7075116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7075124.500000 Penalty: 5456.991699
	Iteration 48Q: 3 clusters Score -7075124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7075119.000000 Penalty: 5456.991699
	Iteration 49Q: 3 clusters Score -7075119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7075122.500000 Penalty: 5456.991699
	Iteration 50Q: 3 clusters Score -7075122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7075129.000000 Penalty: 5456.991699
	Iteration 51Q: 3 clusters Score -7075129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7075131.000000 Penalty: 5456.991699
	Iteration 52Q: 3 clusters Score -7075131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7075132.500000 Penalty: 5456.991699
	Iteration 53Q: 3 clusters Score -7075132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7075138.500000 Penalty: 5456.991699
	Iteration 54Q: 3 clusters Score -7075138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7075143.500000 Penalty: 5456.991699
	Iteration 55Q: 3 clusters Score -7075144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7075147.500000 Penalty: 5456.991699
	Iteration 56Q: 3 clusters Score -7075148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7075148.000000 Penalty: 5456.991699
	Iteration 57Q: 3 clusters Score -7075148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7075151.000000 Penalty: 5456.991699
	Iteration 58Q: 3 clusters Score -7075151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7075151.000000 Penalty: 5456.991699
	Iteration 59F: 3 clusters Score -7075151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (118856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118856 members 
Entering Unmasked Estep 
Score: -13691044.000000 Penalty: 2898.045654
	Iteration 0F: 2 clusters Score -1.369104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -13611248.000000 Penalty: 5796.091309
	Iteration 0F: 3 clusters Score -1.361125e+07 nChanged 56596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -13644520.000000 Penalty: 5796.091309
	Iteration 1F: 3 clusters Score -1.364452e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63943 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -13646172.000000 Penalty: 5796.091309
	Iteration 2Q: 3 clusters Score -1.364617e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 52835 members 
Entering Unmasked Estep 
Score: -13648487.000000 Penalty: 5796.091309
	Iteration 3Q: 3 clusters Score -1.364849e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -13651478.000000 Penalty: 5796.091309
	Iteration 4Q: 3 clusters Score -1.365148e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -13655021.000000 Penalty: 5796.091309
	Iteration 5F: 3 clusters Score -1.365502e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -13659407.000000 Penalty: 5796.091309
	Iteration 6F: 3 clusters Score -1.365941e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -13663748.000000 Penalty: 5796.091309
	Iteration 7F: 3 clusters Score -1.366375e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -13667434.000000 Penalty: 5796.091309
	Iteration 8F: 3 clusters Score -1.366743e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -13670222.000000 Penalty: 5796.091309
	Iteration 9Q: 3 clusters Score -1.367022e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -13672115.000000 Penalty: 5796.091309
	Iteration 10Q: 3 clusters Score -1.367212e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -13673492.000000 Penalty: 5796.091309
	Iteration 11Q: 3 clusters Score -1.367349e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90459 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -13674555.000000 Penalty: 5796.091309
	Iteration 12Q: 3 clusters Score -1.367456e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -13675755.000000 Penalty: 5796.091309
	Iteration 13Q: 3 clusters Score -1.367576e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95216 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -13676807.000000 Penalty: 5796.091309
	Iteration 14Q: 3 clusters Score -1.367681e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97544 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -13677830.000000 Penalty: 5796.091309
	Iteration 15Q: 3 clusters Score -1.367783e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -13678860.000000 Penalty: 5796.091309
	Iteration 16Q: 3 clusters Score -1.367886e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -13679904.000000 Penalty: 5796.091309
	Iteration 17Q: 3 clusters Score -1.36799e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -13681024.000000 Penalty: 5796.091309
	Iteration 18Q: 3 clusters Score -1.368102e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -13682151.000000 Penalty: 5796.091309
	Iteration 19Q: 3 clusters Score -1.368215e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -13683350.000000 Penalty: 5796.091309
	Iteration 20F: 3 clusters Score -1.368335e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110863 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -13684325.000000 Penalty: 5796.091309
	Iteration 21Q: 3 clusters Score -1.368432e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -13685295.000000 Penalty: 5796.091309
	Iteration 22Q: 3 clusters Score -1.36853e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -13686088.000000 Penalty: 5796.091309
	Iteration 23Q: 3 clusters Score -1.368609e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115077 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -13686719.000000 Penalty: 5796.091309
	Iteration 24Q: 3 clusters Score -1.368672e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115940 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -13687242.000000 Penalty: 5796.091309
	Iteration 25Q: 3 clusters Score -1.368724e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116619 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -13687679.000000 Penalty: 5796.091309
	Iteration 26Q: 3 clusters Score -1.368768e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117074 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -13687915.000000 Penalty: 5796.091309
	Iteration 27Q: 3 clusters Score -1.368792e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117371 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -13688093.000000 Penalty: 5796.091309
	Iteration 28Q: 3 clusters Score -1.368809e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117598 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -13688235.000000 Penalty: 5796.091309
	Iteration 29Q: 3 clusters Score -1.368824e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117765 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13688336.000000 Penalty: 5796.091309
	Iteration 30Q: 3 clusters Score -1.368834e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13688438.000000 Penalty: 5796.091309
	Iteration 31Q: 3 clusters Score -1.368844e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117948 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13688490.000000 Penalty: 5796.091309
	Iteration 32Q: 3 clusters Score -1.368849e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118005 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -13688539.000000 Penalty: 5796.091309
	Iteration 33Q: 3 clusters Score -1.368854e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118036 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -13688554.000000 Penalty: 5796.091309
	Iteration 34Q: 3 clusters Score -1.368855e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118064 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -13688561.000000 Penalty: 5796.091309
	Iteration 35Q: 3 clusters Score -1.368856e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118083 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13688574.000000 Penalty: 5796.091309
	Iteration 36Q: 3 clusters Score -1.368857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -13688610.000000 Penalty: 5796.091309
	Iteration 37Q: 3 clusters Score -1.368861e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -13688622.000000 Penalty: 5796.091309
	Iteration 38Q: 3 clusters Score -1.368862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118128 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -13688618.000000 Penalty: 5796.091309
	Iteration 39Q: 3 clusters Score -1.368862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118137 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13688640.000000 Penalty: 5796.091309
	Iteration 40F: 3 clusters Score -1.368864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118147 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13688640.000000 Penalty: 5796.091309
	Iteration 41Q: 3 clusters Score -1.368864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118161 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13688645.000000 Penalty: 5796.091309
	Iteration 42Q: 3 clusters Score -1.368864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13688656.000000 Penalty: 5796.091309
	Iteration 43Q: 3 clusters Score -1.368866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118185 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -13688665.000000 Penalty: 5796.091309
	Iteration 44Q: 3 clusters Score -1.368866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13688674.000000 Penalty: 5796.091309
	Iteration 45Q: 3 clusters Score -1.368867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118194 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -13688690.000000 Penalty: 5796.091309
	Iteration 46Q: 3 clusters Score -1.368869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118199 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -13688684.000000 Penalty: 5796.091309
	Iteration 47Q: 3 clusters Score -1.368868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118201 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13688688.000000 Penalty: 5796.091309
	Iteration 48Q: 3 clusters Score -1.368869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118203 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -13688684.000000 Penalty: 5796.091309
	Iteration 49Q: 3 clusters Score -1.368868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118204 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -13688682.000000 Penalty: 5796.091309
	Iteration 50Q: 3 clusters Score -1.368868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13688688.000000 Penalty: 5796.091309
	Iteration 51Q: 3 clusters Score -1.368869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13688690.000000 Penalty: 5796.091309
	Iteration 52Q: 3 clusters Score -1.368869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118207 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13688688.000000 Penalty: 5796.091309
	Iteration 53Q: 3 clusters Score -1.368869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13688690.000000 Penalty: 5796.091309
	Iteration 54Q: 3 clusters Score -1.368869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13688690.000000 Penalty: 5796.091309
	Iteration 55F: 3 clusters Score -1.368869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Entering Unmasked Estep 
Score: -8014075.500000 Penalty: 2787.236572
	Iteration 0F: 2 clusters Score -8014076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -7963141.500000 Penalty: 5574.473145
	Iteration 0F: 3 clusters Score -7963142 nChanged 35881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7985219.500000 Penalty: 5574.473145
	Iteration 1F: 3 clusters Score -7985220 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -7988220.000000 Penalty: 5574.473145
	Iteration 2F: 3 clusters Score -7988220 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -7991881.000000 Penalty: 5574.473145
	Iteration 3F: 3 clusters Score -7991881 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -7995538.000000 Penalty: 5574.473145
	Iteration 4F: 3 clusters Score -7995538 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -7998815.500000 Penalty: 5574.473145
	Iteration 5F: 3 clusters Score -7998816 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8001556.500000 Penalty: 5574.473145
	Iteration 6F: 3 clusters Score -8001556 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8003870.000000 Penalty: 5574.473145
	Iteration 7Q: 3 clusters Score -8003870 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -8005932.000000 Penalty: 5574.473145
	Iteration 8Q: 3 clusters Score -8005932 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -8007596.000000 Penalty: 5574.473145
	Iteration 9Q: 3 clusters Score -8007596 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -8008872.500000 Penalty: 5574.473145
	Iteration 10Q: 3 clusters Score -8008872 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -8009723.500000 Penalty: 5574.473145
	Iteration 11Q: 3 clusters Score -8009724 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -8010369.500000 Penalty: 5574.473145
	Iteration 12Q: 3 clusters Score -8010370 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -8010912.000000 Penalty: 5574.473145
	Iteration 13Q: 3 clusters Score -8010912 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -8011377.500000 Penalty: 5574.473145
	Iteration 14Q: 3 clusters Score -8011378 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -8011801.000000 Penalty: 5574.473145
	Iteration 15Q: 3 clusters Score -8011801 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -8012146.500000 Penalty: 5574.473145
	Iteration 16Q: 3 clusters Score -8012146 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -8012438.000000 Penalty: 5574.473145
	Iteration 17Q: 3 clusters Score -8012438 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -8012799.500000 Penalty: 5574.473145
	Iteration 18Q: 3 clusters Score -8012800 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -8013080.500000 Penalty: 5574.473145
	Iteration 19Q: 3 clusters Score -8013080 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -8013316.500000 Penalty: 5574.473145
	Iteration 20F: 3 clusters Score -8013316 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -8013535.500000 Penalty: 5574.473145
	Iteration 21Q: 3 clusters Score -8013536 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -8013801.500000 Penalty: 5574.473145
	Iteration 22Q: 3 clusters Score -8013802 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -8014044.500000 Penalty: 5574.473145
	Iteration 23Q: 3 clusters Score -8014044 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -8014293.500000 Penalty: 5574.473145
	Iteration 24Q: 3 clusters Score -8014294 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -8014536.500000 Penalty: 5574.473145
	Iteration 25Q: 3 clusters Score -8014536 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8014732.000000 Penalty: 5574.473145
	Iteration 26Q: 3 clusters Score -8014732 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -8014981.500000 Penalty: 5574.473145
	Iteration 27Q: 3 clusters Score -8014982 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -8015177.500000 Penalty: 5574.473145
	Iteration 28Q: 3 clusters Score -8015178 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -8015407.000000 Penalty: 5574.473145
	Iteration 29Q: 3 clusters Score -8015407 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -8015671.000000 Penalty: 5574.473145
	Iteration 30Q: 3 clusters Score -8015671 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 66303 members 
Entering Unmasked Estep 
Score: -8016011.500000 Penalty: 5574.473145
	Iteration 31Q: 3 clusters Score -8016012 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 66739 members 
Entering Unmasked Estep 
Score: -8016369.500000 Penalty: 5574.473145
	Iteration 32Q: 3 clusters Score -8016370 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8016640.000000 Penalty: 5574.473145
	Iteration 33Q: 3 clusters Score -8016640 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 67386 members 
Entering Unmasked Estep 
Score: -8016801.000000 Penalty: 5574.473145
	Iteration 34Q: 3 clusters Score -8016801 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 67612 members 
Entering Unmasked Estep 
Score: -8016854.000000 Penalty: 5574.473145
	Iteration 35Q: 3 clusters Score -8016854 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 67776 members 
Entering Unmasked Estep 
Score: -8016888.500000 Penalty: 5574.473145
	Iteration 36Q: 3 clusters Score -8016888 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -8016931.500000 Penalty: 5574.473145
	Iteration 37Q: 3 clusters Score -8016932 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 68001 members 
Entering Unmasked Estep 
Score: -8016943.500000 Penalty: 5574.473145
	Iteration 38Q: 3 clusters Score -8016944 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -8016965.500000 Penalty: 5574.473145
	Iteration 39Q: 3 clusters Score -8016966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -8016987.000000 Penalty: 5574.473145
	Iteration 40F: 3 clusters Score -8016987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -8016991.500000 Penalty: 5574.473145
	Iteration 41Q: 3 clusters Score -8016992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -8016967.500000 Penalty: 5574.473145
	Iteration 42Q: 3 clusters Score -8016968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -8016964.500000 Penalty: 5574.473145
	Iteration 43Q: 3 clusters Score -8016964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -8016983.500000 Penalty: 5574.473145
	Iteration 44Q: 3 clusters Score -8016984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -8016991.000000 Penalty: 5574.473145
	Iteration 45Q: 3 clusters Score -8016991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -8016993.500000 Penalty: 5574.473145
	Iteration 46Q: 3 clusters Score -8016994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 68431 members 
Entering Unmasked Estep 
Score: -8016985.500000 Penalty: 5574.473145
	Iteration 47Q: 3 clusters Score -8016986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -8016994.500000 Penalty: 5574.473145
	Iteration 48Q: 3 clusters Score -8016994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -8016995.500000 Penalty: 5574.473145
	Iteration 49Q: 3 clusters Score -8016996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -8017002.000000 Penalty: 5574.473145
	Iteration 50Q: 3 clusters Score -8017002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 68517 members 
Entering Unmasked Estep 
Score: -8017004.500000 Penalty: 5574.473145
	Iteration 51Q: 3 clusters Score -8017004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 68525 members 
Entering Unmasked Estep 
Score: -8017007.000000 Penalty: 5574.473145
	Iteration 52Q: 3 clusters Score -8017007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -8017013.000000 Penalty: 5574.473145
	Iteration 53Q: 3 clusters Score -8017013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -8017009.500000 Penalty: 5574.473145
	Iteration 54Q: 3 clusters Score -8017010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 68558 members 
Entering Unmasked Estep 
Score: -8017010.500000 Penalty: 5574.473145
	Iteration 55Q: 3 clusters Score -8017010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -8017013.500000 Penalty: 5574.473145
	Iteration 56Q: 3 clusters Score -8017014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -8017026.500000 Penalty: 5574.473145
	Iteration 57Q: 3 clusters Score -8017026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -8017030.000000 Penalty: 5574.473145
	Iteration 58Q: 3 clusters Score -8017030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -8017029.500000 Penalty: 5574.473145
	Iteration 59Q: 3 clusters Score -8017030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -8017031.500000 Penalty: 5574.473145
	Iteration 60F: 3 clusters Score -8017032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 68616 members 
Entering Unmasked Estep 
Score: -8017025.500000 Penalty: 5574.473145
	Iteration 61Q: 3 clusters Score -8017026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 68620 members 
Entering Unmasked Estep 
Score: -8017021.000000 Penalty: 5574.473145
	Iteration 62Q: 3 clusters Score -8017021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -8017028.000000 Penalty: 5574.473145
	Iteration 63Q: 3 clusters Score -8017028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -8017026.500000 Penalty: 5574.473145
	Iteration 64Q: 3 clusters Score -8017026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -8017015.000000 Penalty: 5574.473145
	Iteration 65Q: 3 clusters Score -8017015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -8017018.500000 Penalty: 5574.473145
	Iteration 66Q: 3 clusters Score -8017018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -8017023.000000 Penalty: 5574.473145
	Iteration 67Q: 3 clusters Score -8017023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -8017017.500000 Penalty: 5574.473145
	Iteration 68Q: 3 clusters Score -8017018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -8017019.000000 Penalty: 5574.473145
	Iteration 69Q: 3 clusters Score -8017019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 68650 members 
Entering Unmasked Estep 
Score: -8017019.500000 Penalty: 5574.473145
	Iteration 70Q: 3 clusters Score -8017020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -8017021.000000 Penalty: 5574.473145
	Iteration 71Q: 3 clusters Score -8017021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -8017027.000000 Penalty: 5574.473145
	Iteration 72Q: 3 clusters Score -8017027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -8017030.000000 Penalty: 5574.473145
	Iteration 73Q: 3 clusters Score -8017030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -8017029.500000 Penalty: 5574.473145
	Iteration 74Q: 3 clusters Score -8017030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -8017025.000000 Penalty: 5574.473145
	Iteration 75Q: 3 clusters Score -8017025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -8017027.500000 Penalty: 5574.473145
	Iteration 76Q: 3 clusters Score -8017028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -8017026.000000 Penalty: 5574.473145
	Iteration 77Q: 3 clusters Score -8017026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
Score: -8017026.000000 Penalty: 5574.473145
	Iteration 78F: 3 clusters Score -8017026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 60847 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 211373 members 
Mstep: Class 28 contains 948 members 
Mstep: Class 29 contains 68668 members 
Entering Unmasked Estep 
Score: -225807808.000000 Penalty: 104393.539062
Splitting cluster 17 changes total score from -225754816.000000 to -225807808.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (60847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Entering Unmasked Estep 
Score: -6762522.000000 Penalty: 2731.997314
	Iteration 0F: 2 clusters Score -6762522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -6721710.000000 Penalty: 5463.994629
	Iteration 0F: 3 clusters Score -6721710 nChanged 28300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6739610.500000 Penalty: 5463.994629
	Iteration 1F: 3 clusters Score -6739610 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -6743619.500000 Penalty: 5463.994629
	Iteration 2F: 3 clusters Score -6743620 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -6749678.500000 Penalty: 5463.994629
	Iteration 3F: 3 clusters Score -6749678 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -6754631.500000 Penalty: 5463.994629
	Iteration 4F: 3 clusters Score -6754632 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -6757250.500000 Penalty: 5463.994629
	Iteration 5F: 3 clusters Score -6757250 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -6758558.500000 Penalty: 5463.994629
	Iteration 6Q: 3 clusters Score -6758558 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -6759370.500000 Penalty: 5463.994629
	Iteration 7Q: 3 clusters Score -6759370 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -6760054.500000 Penalty: 5463.994629
	Iteration 8Q: 3 clusters Score -6760054 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -6760679.500000 Penalty: 5463.994629
	Iteration 9Q: 3 clusters Score -6760680 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -6761168.500000 Penalty: 5463.994629
	Iteration 10Q: 3 clusters Score -6761168 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -6761639.000000 Penalty: 5463.994629
	Iteration 11Q: 3 clusters Score -6761639 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -6762064.500000 Penalty: 5463.994629
	Iteration 12Q: 3 clusters Score -6762064 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -6762425.000000 Penalty: 5463.994629
	Iteration 13Q: 3 clusters Score -6762425 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -6762673.500000 Penalty: 5463.994629
	Iteration 14Q: 3 clusters Score -6762674 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -6762895.500000 Penalty: 5463.994629
	Iteration 15Q: 3 clusters Score -6762896 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -6763103.000000 Penalty: 5463.994629
	Iteration 16Q: 3 clusters Score -6763103 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -6763304.500000 Penalty: 5463.994629
	Iteration 17Q: 3 clusters Score -6763304 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -6763434.500000 Penalty: 5463.994629
	Iteration 18Q: 3 clusters Score -6763434 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6763574.500000 Penalty: 5463.994629
	Iteration 19Q: 3 clusters Score -6763574 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -6763617.000000 Penalty: 5463.994629
	Iteration 20F: 3 clusters Score -6763617 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6763650.500000 Penalty: 5463.994629
	Iteration 21Q: 3 clusters Score -6763650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6763662.000000 Penalty: 5463.994629
	Iteration 22Q: 3 clusters Score -6763662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6763692.500000 Penalty: 5463.994629
	Iteration 23Q: 3 clusters Score -6763692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6763690.500000 Penalty: 5463.994629
	Iteration 24Q: 3 clusters Score -6763690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6763689.500000 Penalty: 5463.994629
	Iteration 25Q: 3 clusters Score -6763690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6763696.000000 Penalty: 5463.994629
	Iteration 26Q: 3 clusters Score -6763696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6763718.000000 Penalty: 5463.994629
	Iteration 27Q: 3 clusters Score -6763718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6763713.000000 Penalty: 5463.994629
	Iteration 28Q: 3 clusters Score -6763713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -6763726.500000 Penalty: 5463.994629
	Iteration 29Q: 3 clusters Score -6763726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -6763726.500000 Penalty: 5463.994629
	Iteration 30Q: 3 clusters Score -6763726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6763732.500000 Penalty: 5463.994629
	Iteration 31Q: 3 clusters Score -6763732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6763741.000000 Penalty: 5463.994629
	Iteration 32Q: 3 clusters Score -6763741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6763731.500000 Penalty: 5463.994629
	Iteration 33Q: 3 clusters Score -6763732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6763735.000000 Penalty: 5463.994629
	Iteration 34Q: 3 clusters Score -6763735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6763732.000000 Penalty: 5463.994629
	Iteration 35Q: 3 clusters Score -6763732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -6763745.000000 Penalty: 5463.994629
	Iteration 36Q: 3 clusters Score -6763745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6763743.500000 Penalty: 5463.994629
	Iteration 37Q: 3 clusters Score -6763744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6763741.500000 Penalty: 5463.994629
	Iteration 38Q: 3 clusters Score -6763742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -6763741.500000 Penalty: 5463.994629
	Iteration 39F: 3 clusters Score -6763742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 57582 members 
Mstep: Class 19 contains 91011 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 211373 members 
Mstep: Class 28 contains 948 members 
Mstep: Class 29 contains 68668 members 
Mstep: Class 30 contains 3265 members 
Entering Unmasked Estep 
Score: -225805376.000000 Penalty: 107993.320312
Splitting cluster 18 changes total score from -225754816.000000 to -225805376.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (91011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91011 members 
Entering Unmasked Estep 
Score: -10335049.000000 Penalty: 2831.846436
	Iteration 0F: 2 clusters Score -1.033505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -10274348.000000 Penalty: 5663.692871
	Iteration 0F: 3 clusters Score -1.027435e+07 nChanged 42681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -10298741.000000 Penalty: 5663.692871
	Iteration 1F: 3 clusters Score -1.029874e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -10299852.000000 Penalty: 5663.692871
	Iteration 2Q: 3 clusters Score -1.029985e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -10301870.000000 Penalty: 5663.692871
	Iteration 3Q: 3 clusters Score -1.030187e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -10304839.000000 Penalty: 5663.692871
	Iteration 4F: 3 clusters Score -1.030484e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -10308790.000000 Penalty: 5663.692871
	Iteration 5F: 3 clusters Score -1.030879e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -10312901.000000 Penalty: 5663.692871
	Iteration 6F: 3 clusters Score -1.03129e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -10316418.000000 Penalty: 5663.692871
	Iteration 7F: 3 clusters Score -1.031642e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -10319368.000000 Penalty: 5663.692871
	Iteration 8F: 3 clusters Score -1.031937e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -10321463.000000 Penalty: 5663.692871
	Iteration 9Q: 3 clusters Score -1.032146e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -10323317.000000 Penalty: 5663.692871
	Iteration 10Q: 3 clusters Score -1.032332e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -10325224.000000 Penalty: 5663.692871
	Iteration 11Q: 3 clusters Score -1.032522e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -10327237.000000 Penalty: 5663.692871
	Iteration 12Q: 3 clusters Score -1.032724e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -10329392.000000 Penalty: 5663.692871
	Iteration 13Q: 3 clusters Score -1.032939e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79286 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -10331397.000000 Penalty: 5663.692871
	Iteration 14Q: 3 clusters Score -1.03314e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -10332973.000000 Penalty: 5663.692871
	Iteration 15Q: 3 clusters Score -1.033297e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -10333938.000000 Penalty: 5663.692871
	Iteration 16Q: 3 clusters Score -1.033394e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82683 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -10334432.000000 Penalty: 5663.692871
	Iteration 17Q: 3 clusters Score -1.033443e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -10334728.000000 Penalty: 5663.692871
	Iteration 18Q: 3 clusters Score -1.033473e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83689 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -10334899.000000 Penalty: 5663.692871
	Iteration 19Q: 3 clusters Score -1.03349e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -10334990.000000 Penalty: 5663.692871
	Iteration 20F: 3 clusters Score -1.033499e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -10335089.000000 Penalty: 5663.692871
	Iteration 21Q: 3 clusters Score -1.033509e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -10335117.000000 Penalty: 5663.692871
	Iteration 22Q: 3 clusters Score -1.033512e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -10335162.000000 Penalty: 5663.692871
	Iteration 23Q: 3 clusters Score -1.033516e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -10335207.000000 Penalty: 5663.692871
	Iteration 24Q: 3 clusters Score -1.033521e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -10335222.000000 Penalty: 5663.692871
	Iteration 25Q: 3 clusters Score -1.033522e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -10335244.000000 Penalty: 5663.692871
	Iteration 26Q: 3 clusters Score -1.033524e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -10335272.000000 Penalty: 5663.692871
	Iteration 27Q: 3 clusters Score -1.033527e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -10335267.000000 Penalty: 5663.692871
	Iteration 28Q: 3 clusters Score -1.033527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -10335269.000000 Penalty: 5663.692871
	Iteration 29Q: 3 clusters Score -1.033527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85420 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -10335291.000000 Penalty: 5663.692871
	Iteration 30Q: 3 clusters Score -1.033529e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -10335285.000000 Penalty: 5663.692871
	Iteration 31Q: 3 clusters Score -1.033528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -10335287.000000 Penalty: 5663.692871
	Iteration 32Q: 3 clusters Score -1.033529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -10335280.000000 Penalty: 5663.692871
	Iteration 33Q: 3 clusters Score -1.033528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -10335297.000000 Penalty: 5663.692871
	Iteration 34Q: 3 clusters Score -1.03353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -10335300.000000 Penalty: 5663.692871
	Iteration 35Q: 3 clusters Score -1.03353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -10335291.000000 Penalty: 5663.692871
	Iteration 36Q: 3 clusters Score -1.033529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -10335294.000000 Penalty: 5663.692871
	Iteration 37Q: 3 clusters Score -1.033529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -10335289.000000 Penalty: 5663.692871
	Iteration 38Q: 3 clusters Score -1.033529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -10335293.000000 Penalty: 5663.692871
	Iteration 39Q: 3 clusters Score -1.033529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -10335300.000000 Penalty: 5663.692871
	Iteration 40F: 3 clusters Score -1.03353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -10335294.000000 Penalty: 5663.692871
	Iteration 41Q: 3 clusters Score -1.033529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85650 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -10335303.000000 Penalty: 5663.692871
	Iteration 42Q: 3 clusters Score -1.03353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -10335294.000000 Penalty: 5663.692871
	Iteration 43Q: 3 clusters Score -1.033529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85666 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -10335287.000000 Penalty: 5663.692871
	Iteration 44Q: 3 clusters Score -1.033529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -10335282.000000 Penalty: 5663.692871
	Iteration 45Q: 3 clusters Score -1.033528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -10335278.000000 Penalty: 5663.692871
	Iteration 46Q: 3 clusters Score -1.033528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -10335278.000000 Penalty: 5663.692871
	Iteration 47Q: 3 clusters Score -1.033528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -10335274.000000 Penalty: 5663.692871
	Iteration 48Q: 3 clusters Score -1.033527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -10335270.000000 Penalty: 5663.692871
	Iteration 49Q: 3 clusters Score -1.033527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -10335272.000000 Penalty: 5663.692871
	Iteration 50Q: 3 clusters Score -1.033527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85703 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -10335271.000000 Penalty: 5663.692871
	Iteration 51Q: 3 clusters Score -1.033527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -10335271.000000 Penalty: 5663.692871
	Iteration 52Q: 3 clusters Score -1.033527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -10335272.000000 Penalty: 5663.692871
	Iteration 53Q: 3 clusters Score -1.033527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -10335277.000000 Penalty: 5663.692871
	Iteration 54Q: 3 clusters Score -1.033528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -10335283.000000 Penalty: 5663.692871
	Iteration 55Q: 3 clusters Score -1.033528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -10335285.000000 Penalty: 5663.692871
	Iteration 56Q: 3 clusters Score -1.033528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -10335287.000000 Penalty: 5663.692871
	Iteration 57Q: 3 clusters Score -1.033529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85725 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -10335287.000000 Penalty: 5663.692871
	Iteration 58F: 3 clusters Score -1.033529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 57582 members 
Mstep: Class 19 contains 85725 members 
Mstep: Class 20 contains 155512 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 211373 members 
Mstep: Class 28 contains 948 members 
Mstep: Class 29 contains 68668 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 5286 members 
Entering Unmasked Estep 
Score: -225803952.000000 Penalty: 111593.093750
Splitting cluster 19 changes total score from -225754816.000000 to -225803952.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (155512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155512 members 
Entering Unmasked Estep 
Score: -18413228.000000 Penalty: 2964.710693
	Iteration 0F: 2 clusters Score -1.841323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77328 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -18309708.000000 Penalty: 5929.421387
	Iteration 0F: 3 clusters Score -1.830971e+07 nChanged 74438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -18354100.000000 Penalty: 5929.421387
	Iteration 1F: 3 clusters Score -1.83541e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -18355760.000000 Penalty: 5929.421387
	Iteration 2Q: 3 clusters Score -1.835576e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -18358502.000000 Penalty: 5929.421387
	Iteration 3Q: 3 clusters Score -1.83585e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 102321 members 
Entering Unmasked Estep 
Score: -18363656.000000 Penalty: 5929.421387
	Iteration 4F: 3 clusters Score -1.836366e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 114246 members 
Entering Unmasked Estep 
Score: -18372448.000000 Penalty: 5929.421387
	Iteration 5F: 3 clusters Score -1.837245e+07 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 128510 members 
Entering Unmasked Estep 
Score: -18385530.000000 Penalty: 5929.421387
	Iteration 6F: 3 clusters Score -1.838553e+07 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 141401 members 
Entering Unmasked Estep 
Score: -18398280.000000 Penalty: 5929.421387
	Iteration 7F: 3 clusters Score -1.839828e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 149439 members 
Entering Unmasked Estep 
Score: -18406254.000000 Penalty: 5929.421387
	Iteration 8F: 3 clusters Score -1.840625e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -18409398.000000 Penalty: 5929.421387
	Iteration 9Q: 3 clusters Score -1.84094e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 154068 members 
Entering Unmasked Estep 
Score: -18410452.000000 Penalty: 5929.421387
	Iteration 10Q: 3 clusters Score -1.841045e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 154414 members 
Entering Unmasked Estep 
Score: -18410886.000000 Penalty: 5929.421387
	Iteration 11Q: 3 clusters Score -1.841089e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 154454 members 
Entering Unmasked Estep 
Score: -18411346.000000 Penalty: 5929.421387
	Iteration 12Q: 3 clusters Score -1.841135e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -18411642.000000 Penalty: 5929.421387
	Iteration 13Q: 3 clusters Score -1.841164e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -18411860.000000 Penalty: 5929.421387
	Iteration 14Q: 3 clusters Score -1.841186e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -18412086.000000 Penalty: 5929.421387
	Iteration 15Q: 3 clusters Score -1.841209e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 153890 members 
Entering Unmasked Estep 
Score: -18412252.000000 Penalty: 5929.421387
	Iteration 16Q: 3 clusters Score -1.841225e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 153725 members 
Entering Unmasked Estep 
Score: -18412406.000000 Penalty: 5929.421387
	Iteration 17Q: 3 clusters Score -1.841241e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -18412458.000000 Penalty: 5929.421387
	Iteration 18Q: 3 clusters Score -1.841246e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -18412546.000000 Penalty: 5929.421387
	Iteration 19Q: 3 clusters Score -1.841255e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 153309 members 
Entering Unmasked Estep 
Score: -18412646.000000 Penalty: 5929.421387
	Iteration 20F: 3 clusters Score -1.841265e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 153165 members 
Entering Unmasked Estep 
Score: -18412736.000000 Penalty: 5929.421387
	Iteration 21Q: 3 clusters Score -1.841274e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -18412826.000000 Penalty: 5929.421387
	Iteration 22Q: 3 clusters Score -1.841283e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 152921 members 
Entering Unmasked Estep 
Score: -18412894.000000 Penalty: 5929.421387
	Iteration 23Q: 3 clusters Score -1.841289e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 152793 members 
Entering Unmasked Estep 
Score: -18412972.000000 Penalty: 5929.421387
	Iteration 24Q: 3 clusters Score -1.841297e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 152658 members 
Entering Unmasked Estep 
Score: -18413034.000000 Penalty: 5929.421387
	Iteration 25Q: 3 clusters Score -1.841303e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 152529 members 
Entering Unmasked Estep 
Score: -18413096.000000 Penalty: 5929.421387
	Iteration 26Q: 3 clusters Score -1.84131e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 152409 members 
Entering Unmasked Estep 
Score: -18413134.000000 Penalty: 5929.421387
	Iteration 27Q: 3 clusters Score -1.841313e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 152290 members 
Entering Unmasked Estep 
Score: -18413144.000000 Penalty: 5929.421387
	Iteration 28Q: 3 clusters Score -1.841314e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -18413168.000000 Penalty: 5929.421387
	Iteration 29Q: 3 clusters Score -1.841317e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -18413180.000000 Penalty: 5929.421387
	Iteration 30Q: 3 clusters Score -1.841318e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 151994 members 
Entering Unmasked Estep 
Score: -18413172.000000 Penalty: 5929.421387
	Iteration 31Q: 3 clusters Score -1.841317e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 151915 members 
Entering Unmasked Estep 
Score: -18413172.000000 Penalty: 5929.421387
	Iteration 32Q: 3 clusters Score -1.841317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 151861 members 
Entering Unmasked Estep 
Score: -18413196.000000 Penalty: 5929.421387
	Iteration 33Q: 3 clusters Score -1.84132e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 151808 members 
Entering Unmasked Estep 
Score: -18413236.000000 Penalty: 5929.421387
	Iteration 34Q: 3 clusters Score -1.841324e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 151764 members 
Entering Unmasked Estep 
Score: -18413226.000000 Penalty: 5929.421387
	Iteration 35Q: 3 clusters Score -1.841323e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -18413264.000000 Penalty: 5929.421387
	Iteration 36Q: 3 clusters Score -1.841326e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -18413280.000000 Penalty: 5929.421387
	Iteration 37Q: 3 clusters Score -1.841328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 151662 members 
Entering Unmasked Estep 
Score: -18413290.000000 Penalty: 5929.421387
	Iteration 38Q: 3 clusters Score -1.841329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 151629 members 
Entering Unmasked Estep 
Score: -18413300.000000 Penalty: 5929.421387
	Iteration 39Q: 3 clusters Score -1.84133e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 151598 members 
Entering Unmasked Estep 
Score: -18413296.000000 Penalty: 5929.421387
	Iteration 40F: 3 clusters Score -1.84133e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -18413288.000000 Penalty: 5929.421387
	Iteration 41Q: 3 clusters Score -1.841329e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 151555 members 
Entering Unmasked Estep 
Score: -18413270.000000 Penalty: 5929.421387
	Iteration 42Q: 3 clusters Score -1.841327e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 151535 members 
Entering Unmasked Estep 
Score: -18413292.000000 Penalty: 5929.421387
	Iteration 43Q: 3 clusters Score -1.841329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 151517 members 
Entering Unmasked Estep 
Score: -18413258.000000 Penalty: 5929.421387
	Iteration 44Q: 3 clusters Score -1.841326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -18413252.000000 Penalty: 5929.421387
	Iteration 45Q: 3 clusters Score -1.841325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -18413260.000000 Penalty: 5929.421387
	Iteration 46Q: 3 clusters Score -1.841326e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 151469 members 
Entering Unmasked Estep 
Score: -18413266.000000 Penalty: 5929.421387
	Iteration 47Q: 3 clusters Score -1.841327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -18413246.000000 Penalty: 5929.421387
	Iteration 48Q: 3 clusters Score -1.841325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 151429 members 
Entering Unmasked Estep 
Score: -18413246.000000 Penalty: 5929.421387
	Iteration 49Q: 3 clusters Score -1.841325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 151419 members 
Entering Unmasked Estep 
Score: -18413246.000000 Penalty: 5929.421387
	Iteration 50Q: 3 clusters Score -1.841325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 151408 members 
Entering Unmasked Estep 
Score: -18413266.000000 Penalty: 5929.421387
	Iteration 51Q: 3 clusters Score -1.841327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -18413264.000000 Penalty: 5929.421387
	Iteration 52Q: 3 clusters Score -1.841326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 151388 members 
Entering Unmasked Estep 
Score: -18413266.000000 Penalty: 5929.421387
	Iteration 53Q: 3 clusters Score -1.841327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 151382 members 
Entering Unmasked Estep 
Score: -18413284.000000 Penalty: 5929.421387
	Iteration 54Q: 3 clusters Score -1.841328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 151375 members 
Entering Unmasked Estep 
Score: -18413272.000000 Penalty: 5929.421387
	Iteration 55Q: 3 clusters Score -1.841327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 151372 members 
Entering Unmasked Estep 
Score: -18413264.000000 Penalty: 5929.421387
	Iteration 56Q: 3 clusters Score -1.841326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 151366 members 
Entering Unmasked Estep 
Score: -18413260.000000 Penalty: 5929.421387
	Iteration 57Q: 3 clusters Score -1.841326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 151360 members 
Entering Unmasked Estep 
Score: -18413270.000000 Penalty: 5929.421387
	Iteration 58Q: 3 clusters Score -1.841327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 151352 members 
Entering Unmasked Estep 
Score: -18413294.000000 Penalty: 5929.421387
	Iteration 59Q: 3 clusters Score -1.841329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -18413280.000000 Penalty: 5929.421387
	Iteration 60F: 3 clusters Score -1.841328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 151329 members 
Entering Unmasked Estep 
Score: -18413256.000000 Penalty: 5929.421387
	Iteration 61Q: 3 clusters Score -1.841326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 151317 members 
Entering Unmasked Estep 
Score: -18413256.000000 Penalty: 5929.421387
	Iteration 62Q: 3 clusters Score -1.841326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -18413268.000000 Penalty: 5929.421387
	Iteration 63Q: 3 clusters Score -1.841327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -18413268.000000 Penalty: 5929.421387
	Iteration 64Q: 3 clusters Score -1.841327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 151292 members 
Entering Unmasked Estep 
Score: -18413278.000000 Penalty: 5929.421387
	Iteration 65Q: 3 clusters Score -1.841328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 151284 members 
Entering Unmasked Estep 
Score: -18413300.000000 Penalty: 5929.421387
	Iteration 66Q: 3 clusters Score -1.84133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 151279 members 
Entering Unmasked Estep 
Score: -18413308.000000 Penalty: 5929.421387
	Iteration 67Q: 3 clusters Score -1.841331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -18413316.000000 Penalty: 5929.421387
	Iteration 68Q: 3 clusters Score -1.841332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 151265 members 
Entering Unmasked Estep 
Score: -18413304.000000 Penalty: 5929.421387
	Iteration 69Q: 3 clusters Score -1.84133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 151257 members 
Entering Unmasked Estep 
Score: -18413294.000000 Penalty: 5929.421387
	Iteration 70Q: 3 clusters Score -1.841329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -18413304.000000 Penalty: 5929.421387
	Iteration 71Q: 3 clusters Score -1.84133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 151241 members 
Entering Unmasked Estep 
Score: -18413296.000000 Penalty: 5929.421387
	Iteration 72Q: 3 clusters Score -1.84133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 151237 members 
Entering Unmasked Estep 
Score: -18413298.000000 Penalty: 5929.421387
	Iteration 73Q: 3 clusters Score -1.84133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 151233 members 
Entering Unmasked Estep 
Score: -18413288.000000 Penalty: 5929.421387
	Iteration 74Q: 3 clusters Score -1.841329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 151231 members 
Entering Unmasked Estep 
Score: -18413288.000000 Penalty: 5929.421387
	Iteration 75Q: 3 clusters Score -1.841329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 151228 members 
Entering Unmasked Estep 
Score: -18413294.000000 Penalty: 5929.421387
	Iteration 76Q: 3 clusters Score -1.841329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -18413294.000000 Penalty: 5929.421387
	Iteration 77Q: 3 clusters Score -1.841329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 151222 members 
Entering Unmasked Estep 
Score: -18413304.000000 Penalty: 5929.421387
	Iteration 78Q: 3 clusters Score -1.84133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 151218 members 
Entering Unmasked Estep 
Score: -18413316.000000 Penalty: 5929.421387
	Iteration 79Q: 3 clusters Score -1.841332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 151211 members 
Entering Unmasked Estep 
Score: -18413326.000000 Penalty: 5929.421387
	Iteration 80F: 3 clusters Score -1.841333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 151206 members 
Entering Unmasked Estep 
Score: -18413314.000000 Penalty: 5929.421387
	Iteration 81Q: 3 clusters Score -1.841331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -18413310.000000 Penalty: 5929.421387
	Iteration 82Q: 3 clusters Score -1.841331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -18413316.000000 Penalty: 5929.421387
	Iteration 83Q: 3 clusters Score -1.841332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 151196 members 
Entering Unmasked Estep 
Score: -18413318.000000 Penalty: 5929.421387
	Iteration 84Q: 3 clusters Score -1.841332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 151191 members 
Entering Unmasked Estep 
Score: -18413302.000000 Penalty: 5929.421387
	Iteration 85Q: 3 clusters Score -1.84133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 151186 members 
Entering Unmasked Estep 
Score: -18413306.000000 Penalty: 5929.421387
	Iteration 86Q: 3 clusters Score -1.841331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 151185 members 
Entering Unmasked Estep 
Score: -18413308.000000 Penalty: 5929.421387
	Iteration 87Q: 3 clusters Score -1.841331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 151184 members 
Entering Unmasked Estep 
Score: -18413312.000000 Penalty: 5929.421387
	Iteration 88Q: 3 clusters Score -1.841331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 151184 members 
Entering Unmasked Estep 
Score: -18413312.000000 Penalty: 5929.421387
	Iteration 89F: 3 clusters Score -1.841331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 67660 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 57582 members 
Mstep: Class 19 contains 85725 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 7925 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 131109 members 
Mstep: Class 26 contains 6089 members 
Mstep: Class 27 contains 211373 members 
Mstep: Class 28 contains 948 members 
Mstep: Class 29 contains 68668 members 
Mstep: Class 30 contains 3265 members 
Mstep: Class 31 contains 5286 members 
Mstep: Class 32 contains 151184 members 
Entering Unmasked Estep 
Score: -225803024.000000 Penalty: 115192.875000
Splitting cluster 20 changes total score from -225754816.000000 to -225803024.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 9950 members 
Mstep: Class 3 contains 159296 members 
Mstep: Class 4 contains 234982 members 
Mstep: Class 5 contains 39012 members 
Mstep: Class 6 contains 236757 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 136333 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 9353 members 
Mstep: Class 14 contains 57175 members 
Mstep: Class 15 contains 59994 members 
Mstep: Class 16 contains 118856 members 
Mstep: Class 17 contains 7360 members 
Mstep: Class 18 contains 57582 members 
Mstep: Class 19 contains 85725 members 
Mstep: Class 20 contains 4328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225829696.000000 Penalty: 115192.875000
Iteration 39Q: 33 clusters Score -2.258297e+08 nChanged 54152
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 9976 members 
Mstep: Class 3 contains 163320 members 
Mstep: Class 4 contains 237278 members 
Mstep: Class 5 contains 37868 members 
Mstep: Class 6 contains 233842 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 7986 members 
Mstep: Class 9 contains 140304 members 
Mstep: Class 10 contains 11783 members 
Mstep: Class 11 contains 66710 members 
Mstep: Class 12 contains 64023 members 
Mstep: Class 13 contains 10930 members 
Mstep: Class 14 contains 57302 members 
Mstep: Class 15 contains 59763 members 
Mstep: Class 16 contains 120468 members 
Mstep: Class 17 contains 8752 members 
Mstep: Class 18 contains 58359 members 
Mstep: Class 19 contains 88821 members 
Mstep: Class 20 contains 4948 members 
Mstep: Class 21 contains 7140 members 
Mstep: Class 22 contains 7549 members 
Mstep: Class 23 contains 644 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 129365 members 
Mstep: Class 26 contains 6796 members 
Mstep: Class 27 contains 204614 members 
Mstep: Class 28 contains 1109 members 
Mstep: Class 29 contains 64149 members 
Mstep: Class 30 contains 3684 members 
Mstep: Class 31 contains 5711 members 
Mstep: Class 32 contains 149022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225847408.000000 Penalty: 115192.875000
Iteration 40F: 33 clusters Score -2.258474e+08 nChanged 45110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 9880 members 
Mstep: Class 3 contains 165329 members 
Mstep: Class 4 contains 237268 members 
Mstep: Class 5 contains 36206 members 
Mstep: Class 6 contains 229991 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 8830 members 
Mstep: Class 9 contains 144342 members 
Mstep: Class 10 contains 12068 members 
Mstep: Class 11 contains 65804 members 
Mstep: Class 12 contains 60419 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 56666 members 
Mstep: Class 15 contains 59864 members 
Mstep: Class 16 contains 121821 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 57647 members 
Mstep: Class 19 contains 89837 members 
Mstep: Class 20 contains 5586 members 
Mstep: Class 21 contains 8032 members 
Mstep: Class 22 contains 8598 members 
Mstep: Class 23 contains 628 members 
Mstep: Class 24 contains 5846 members 
Mstep: Class 25 contains 129496 members 
Mstep: Class 26 contains 7752 members 
Mstep: Class 27 contains 201910 members 
Mstep: Class 28 contains 1204 members 
Mstep: Class 29 contains 64011 members 
Mstep: Class 30 contains 4119 members 
Mstep: Class 31 contains 6013 members 
Mstep: Class 32 contains 148228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225852624.000000 Penalty: 115192.875000
Iteration 41Q: 33 clusters Score -2.258526e+08 nChanged 32872
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 167181 members 
Mstep: Class 4 contains 237319 members 
Mstep: Class 5 contains 34874 members 
Mstep: Class 6 contains 226359 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 148108 members 
Mstep: Class 10 contains 12400 members 
Mstep: Class 11 contains 65176 members 
Mstep: Class 12 contains 57649 members 
Mstep: Class 13 contains 12962 members 
Mstep: Class 14 contains 55892 members 
Mstep: Class 15 contains 59964 members 
Mstep: Class 16 contains 123404 members 
Mstep: Class 17 contains 9590 members 
Mstep: Class 18 contains 57008 members 
Mstep: Class 19 contains 90756 members 
Mstep: Class 20 contains 6233 members 
Mstep: Class 21 contains 8658 members 
Mstep: Class 22 contains 9540 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 6274 members 
Mstep: Class 25 contains 129201 members 
Mstep: Class 26 contains 8489 members 
Mstep: Class 27 contains 199168 members 
Mstep: Class 28 contains 1241 members 
Mstep: Class 29 contains 63811 members 
Mstep: Class 30 contains 4476 members 
Mstep: Class 31 contains 6330 members 
Mstep: Class 32 contains 147386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225856640.000000 Penalty: 115192.875000
Iteration 42Q: 33 clusters Score -2.258566e+08 nChanged 28117
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 9747 members 
Mstep: Class 3 contains 168747 members 
Mstep: Class 4 contains 237406 members 
Mstep: Class 5 contains 33855 members 
Mstep: Class 6 contains 222820 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 10012 members 
Mstep: Class 9 contains 151606 members 
Mstep: Class 10 contains 12708 members 
Mstep: Class 11 contains 64697 members 
Mstep: Class 12 contains 55419 members 
Mstep: Class 13 contains 13812 members 
Mstep: Class 14 contains 54999 members 
Mstep: Class 15 contains 60070 members 
Mstep: Class 16 contains 125029 members 
Mstep: Class 17 contains 9871 members 
Mstep: Class 18 contains 56497 members 
Mstep: Class 19 contains 91463 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 10470 members 
Mstep: Class 23 contains 610 members 
Mstep: Class 24 contains 6483 members 
Mstep: Class 25 contains 128895 members 
Mstep: Class 26 contains 9166 members 
Mstep: Class 27 contains 196356 members 
Mstep: Class 28 contains 1268 members 
Mstep: Class 29 contains 63525 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 6681 members 
Mstep: Class 32 contains 146655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225859696.000000 Penalty: 115192.875000
Iteration 43Q: 33 clusters Score -2.258597e+08 nChanged 25006
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 170105 members 
Mstep: Class 4 contains 237434 members 
Mstep: Class 5 contains 33104 members 
Mstep: Class 6 contains 219428 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 10328 members 
Mstep: Class 9 contains 155065 members 
Mstep: Class 10 contains 13012 members 
Mstep: Class 11 contains 64294 members 
Mstep: Class 12 contains 53582 members 
Mstep: Class 13 contains 14519 members 
Mstep: Class 14 contains 54031 members 
Mstep: Class 15 contains 60224 members 
Mstep: Class 16 contains 126737 members 
Mstep: Class 17 contains 10140 members 
Mstep: Class 18 contains 56064 members 
Mstep: Class 19 contains 92106 members 
Mstep: Class 20 contains 7635 members 
Mstep: Class 21 contains 9664 members 
Mstep: Class 22 contains 11281 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 6586 members 
Mstep: Class 25 contains 128673 members 
Mstep: Class 26 contains 9726 members 
Mstep: Class 27 contains 193584 members 
Mstep: Class 28 contains 1288 members 
Mstep: Class 29 contains 63204 members 
Mstep: Class 30 contains 5068 members 
Mstep: Class 31 contains 7046 members 
Mstep: Class 32 contains 145854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225861472.000000 Penalty: 115192.875000
Iteration 44Q: 33 clusters Score -2.258615e+08 nChanged 22842
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 9635 members 
Mstep: Class 3 contains 171199 members 
Mstep: Class 4 contains 237426 members 
Mstep: Class 5 contains 32500 members 
Mstep: Class 6 contains 216152 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 10600 members 
Mstep: Class 9 contains 158487 members 
Mstep: Class 10 contains 13270 members 
Mstep: Class 11 contains 64014 members 
Mstep: Class 12 contains 52083 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 52989 members 
Mstep: Class 15 contains 60545 members 
Mstep: Class 16 contains 128458 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 55716 members 
Mstep: Class 19 contains 92625 members 
Mstep: Class 20 contains 8344 members 
Mstep: Class 21 contains 10068 members 
Mstep: Class 22 contains 11999 members 
Mstep: Class 23 contains 608 members 
Mstep: Class 24 contains 6611 members 
Mstep: Class 25 contains 128458 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 191049 members 
Mstep: Class 28 contains 1295 members 
Mstep: Class 29 contains 62819 members 
Mstep: Class 30 contains 5294 members 
Mstep: Class 31 contains 7390 members 
Mstep: Class 32 contains 144982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225863184.000000 Penalty: 115192.875000
Iteration 45Q: 33 clusters Score -2.258632e+08 nChanged 21247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 9616 members 
Mstep: Class 3 contains 171974 members 
Mstep: Class 4 contains 237361 members 
Mstep: Class 5 contains 32049 members 
Mstep: Class 6 contains 212967 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 10808 members 
Mstep: Class 9 contains 162001 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 63818 members 
Mstep: Class 12 contains 50814 members 
Mstep: Class 13 contains 15677 members 
Mstep: Class 14 contains 51862 members 
Mstep: Class 15 contains 60966 members 
Mstep: Class 16 contains 130151 members 
Mstep: Class 17 contains 10625 members 
Mstep: Class 18 contains 55407 members 
Mstep: Class 19 contains 93220 members 
Mstep: Class 20 contains 9022 members 
Mstep: Class 21 contains 10421 members 
Mstep: Class 22 contains 12652 members 
Mstep: Class 23 contains 608 members 
Mstep: Class 24 contains 6622 members 
Mstep: Class 25 contains 128300 members 
Mstep: Class 26 contains 10542 members 
Mstep: Class 27 contains 188488 members 
Mstep: Class 28 contains 1299 members 
Mstep: Class 29 contains 62431 members 
Mstep: Class 30 contains 5492 members 
Mstep: Class 31 contains 7696 members 
Mstep: Class 32 contains 144050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225863888.000000 Penalty: 115192.875000
Iteration 46Q: 33 clusters Score -2.258639e+08 nChanged 19904
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 9602 members 
Mstep: Class 3 contains 172571 members 
Mstep: Class 4 contains 237321 members 
Mstep: Class 5 contains 31748 members 
Mstep: Class 6 contains 209793 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 10969 members 
Mstep: Class 9 contains 165362 members 
Mstep: Class 10 contains 13699 members 
Mstep: Class 11 contains 63670 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 16139 members 
Mstep: Class 14 contains 50760 members 
Mstep: Class 15 contains 61468 members 
Mstep: Class 16 contains 131957 members 
Mstep: Class 17 contains 10825 members 
Mstep: Class 18 contains 55152 members 
Mstep: Class 19 contains 93717 members 
Mstep: Class 20 contains 9695 members 
Mstep: Class 21 contains 10725 members 
Mstep: Class 22 contains 13216 members 
Mstep: Class 23 contains 608 members 
Mstep: Class 24 contains 6590 members 
Mstep: Class 25 contains 128174 members 
Mstep: Class 26 contains 10902 members 
Mstep: Class 27 contains 186201 members 
Mstep: Class 28 contains 1297 members 
Mstep: Class 29 contains 61989 members 
Mstep: Class 30 contains 5651 members 
Mstep: Class 31 contains 7979 members 
Mstep: Class 32 contains 143109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225864768.000000 Penalty: 115192.875000
Iteration 47Q: 33 clusters Score -2.258648e+08 nChanged 18715
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 9588 members 
Mstep: Class 3 contains 173038 members 
Mstep: Class 4 contains 237274 members 
Mstep: Class 5 contains 31519 members 
Mstep: Class 6 contains 206633 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 11103 members 
Mstep: Class 9 contains 168583 members 
Mstep: Class 10 contains 13884 members 
Mstep: Class 11 contains 63545 members 
Mstep: Class 12 contains 48698 members 
Mstep: Class 13 contains 16546 members 
Mstep: Class 14 contains 49705 members 
Mstep: Class 15 contains 62105 members 
Mstep: Class 16 contains 133777 members 
Mstep: Class 17 contains 10998 members 
Mstep: Class 18 contains 54935 members 
Mstep: Class 19 contains 94163 members 
Mstep: Class 20 contains 10412 members 
Mstep: Class 21 contains 10991 members 
Mstep: Class 22 contains 13708 members 
Mstep: Class 23 contains 608 members 
Mstep: Class 24 contains 6566 members 
Mstep: Class 25 contains 128061 members 
Mstep: Class 26 contains 11199 members 
Mstep: Class 27 contains 183939 members 
Mstep: Class 28 contains 1304 members 
Mstep: Class 29 contains 61562 members 
Mstep: Class 30 contains 5807 members 
Mstep: Class 31 contains 8213 members 
Mstep: Class 32 contains 142197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225865408.000000 Penalty: 115192.875000
Iteration 48Q: 33 clusters Score -2.258654e+08 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 9571 members 
Mstep: Class 3 contains 173468 members 
Mstep: Class 4 contains 237111 members 
Mstep: Class 5 contains 31343 members 
Mstep: Class 6 contains 203548 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 171591 members 
Mstep: Class 10 contains 14041 members 
Mstep: Class 11 contains 63455 members 
Mstep: Class 12 contains 47894 members 
Mstep: Class 13 contains 16886 members 
Mstep: Class 14 contains 48676 members 
Mstep: Class 15 contains 62869 members 
Mstep: Class 16 contains 135610 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 54743 members 
Mstep: Class 19 contains 94636 members 
Mstep: Class 20 contains 11141 members 
Mstep: Class 21 contains 11265 members 
Mstep: Class 22 contains 14130 members 
Mstep: Class 23 contains 608 members 
Mstep: Class 24 contains 6571 members 
Mstep: Class 25 contains 127972 members 
Mstep: Class 26 contains 11446 members 
Mstep: Class 27 contains 181708 members 
Mstep: Class 28 contains 1307 members 
Mstep: Class 29 contains 61132 members 
Mstep: Class 30 contains 5955 members 
Mstep: Class 31 contains 8387 members 
Mstep: Class 32 contains 141348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225865952.000000 Penalty: 115192.875000
Iteration 49Q: 33 clusters Score -2.25866e+08 nChanged 17070
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 9565 members 
Mstep: Class 3 contains 173724 members 
Mstep: Class 4 contains 236918 members 
Mstep: Class 5 contains 31211 members 
Mstep: Class 6 contains 200435 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11296 members 
Mstep: Class 9 contains 174496 members 
Mstep: Class 10 contains 14148 members 
Mstep: Class 11 contains 63378 members 
Mstep: Class 12 contains 47148 members 
Mstep: Class 13 contains 17181 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 15 contains 63637 members 
Mstep: Class 16 contains 137518 members 
Mstep: Class 17 contains 11273 members 
Mstep: Class 18 contains 54541 members 
Mstep: Class 19 contains 95117 members 
Mstep: Class 20 contains 11862 members 
Mstep: Class 21 contains 11534 members 
Mstep: Class 22 contains 14521 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 6585 members 
Mstep: Class 25 contains 127938 members 
Mstep: Class 26 contains 11690 members 
Mstep: Class 27 contains 179628 members 
Mstep: Class 28 contains 1311 members 
Mstep: Class 29 contains 60726 members 
Mstep: Class 30 contains 6077 members 
Mstep: Class 31 contains 8541 members 
Mstep: Class 32 contains 140431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225867008.000000 Penalty: 115192.875000
Iteration 50Q: 33 clusters Score -2.25867e+08 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 173948 members 
Mstep: Class 4 contains 236637 members 
Mstep: Class 5 contains 31086 members 
Mstep: Class 6 contains 197335 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11373 members 
Mstep: Class 9 contains 177192 members 
Mstep: Class 10 contains 14244 members 
Mstep: Class 11 contains 63306 members 
Mstep: Class 12 contains 46525 members 
Mstep: Class 13 contains 17435 members 
Mstep: Class 14 contains 46965 members 
Mstep: Class 15 contains 64494 members 
Mstep: Class 16 contains 139489 members 
Mstep: Class 17 contains 11391 members 
Mstep: Class 18 contains 54375 members 
Mstep: Class 19 contains 95532 members 
Mstep: Class 20 contains 12592 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 22 contains 14876 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 6599 members 
Mstep: Class 25 contains 127888 members 
Mstep: Class 26 contains 11907 members 
Mstep: Class 27 contains 177760 members 
Mstep: Class 28 contains 1315 members 
Mstep: Class 29 contains 60326 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 8687 members 
Mstep: Class 32 contains 139464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225867824.000000 Penalty: 115192.875000
Iteration 51Q: 33 clusters Score -2.258678e+08 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 174079 members 
Mstep: Class 4 contains 236352 members 
Mstep: Class 5 contains 30991 members 
Mstep: Class 6 contains 194304 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11440 members 
Mstep: Class 9 contains 179725 members 
Mstep: Class 10 contains 14324 members 
Mstep: Class 11 contains 63253 members 
Mstep: Class 12 contains 45954 members 
Mstep: Class 13 contains 17626 members 
Mstep: Class 14 contains 46305 members 
Mstep: Class 15 contains 65365 members 
Mstep: Class 16 contains 141510 members 
Mstep: Class 17 contains 11475 members 
Mstep: Class 18 contains 54229 members 
Mstep: Class 19 contains 95873 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 12016 members 
Mstep: Class 22 contains 15218 members 
Mstep: Class 23 contains 607 members 
Mstep: Class 24 contains 6610 members 
Mstep: Class 25 contains 127850 members 
Mstep: Class 26 contains 12101 members 
Mstep: Class 27 contains 175906 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 59978 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 8828 members 
Mstep: Class 32 contains 138567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225867472.000000 Penalty: 115192.875000
Iteration 52Q: 33 clusters Score -2.258675e+08 nChanged 14710
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 9550 members 
Mstep: Class 3 contains 174190 members 
Mstep: Class 4 contains 235955 members 
Mstep: Class 5 contains 30897 members 
Mstep: Class 6 contains 191377 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11502 members 
Mstep: Class 9 contains 182218 members 
Mstep: Class 10 contains 14402 members 
Mstep: Class 11 contains 63177 members 
Mstep: Class 12 contains 45419 members 
Mstep: Class 13 contains 17803 members 
Mstep: Class 14 contains 45736 members 
Mstep: Class 15 contains 66318 members 
Mstep: Class 16 contains 143440 members 
Mstep: Class 17 contains 11607 members 
Mstep: Class 18 contains 54070 members 
Mstep: Class 19 contains 96168 members 
Mstep: Class 20 contains 13913 members 
Mstep: Class 21 contains 12261 members 
Mstep: Class 22 contains 15531 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6623 members 
Mstep: Class 25 contains 127819 members 
Mstep: Class 26 contains 12278 members 
Mstep: Class 27 contains 174071 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 59636 members 
Mstep: Class 30 contains 6400 members 
Mstep: Class 31 contains 8962 members 
Mstep: Class 32 contains 137725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225867824.000000 Penalty: 115192.875000
Iteration 53Q: 33 clusters Score -2.258678e+08 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 174297 members 
Mstep: Class 4 contains 235458 members 
Mstep: Class 5 contains 30829 members 
Mstep: Class 6 contains 188687 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11568 members 
Mstep: Class 9 contains 184509 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 63115 members 
Mstep: Class 12 contains 44980 members 
Mstep: Class 13 contains 17929 members 
Mstep: Class 14 contains 45273 members 
Mstep: Class 15 contains 67180 members 
Mstep: Class 16 contains 145361 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 53923 members 
Mstep: Class 19 contains 96463 members 
Mstep: Class 20 contains 14485 members 
Mstep: Class 21 contains 12499 members 
Mstep: Class 22 contains 15803 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6646 members 
Mstep: Class 25 contains 127795 members 
Mstep: Class 26 contains 12445 members 
Mstep: Class 27 contains 172264 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 59316 members 
Mstep: Class 30 contains 6471 members 
Mstep: Class 31 contains 9076 members 
Mstep: Class 32 contains 136941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225867888.000000 Penalty: 115192.875000
Iteration 54Q: 33 clusters Score -2.258679e+08 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 174344 members 
Mstep: Class 4 contains 234851 members 
Mstep: Class 5 contains 30769 members 
Mstep: Class 6 contains 186253 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11634 members 
Mstep: Class 9 contains 186575 members 
Mstep: Class 10 contains 14541 members 
Mstep: Class 11 contains 63022 members 
Mstep: Class 12 contains 44591 members 
Mstep: Class 13 contains 18036 members 
Mstep: Class 14 contains 44903 members 
Mstep: Class 15 contains 68003 members 
Mstep: Class 16 contains 147196 members 
Mstep: Class 17 contains 11839 members 
Mstep: Class 18 contains 53782 members 
Mstep: Class 19 contains 96725 members 
Mstep: Class 20 contains 15034 members 
Mstep: Class 21 contains 12754 members 
Mstep: Class 22 contains 16082 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6656 members 
Mstep: Class 25 contains 127763 members 
Mstep: Class 26 contains 12585 members 
Mstep: Class 27 contains 170587 members 
Mstep: Class 28 contains 1319 members 
Mstep: Class 29 contains 59028 members 
Mstep: Class 30 contains 6553 members 
Mstep: Class 31 contains 9195 members 
Mstep: Class 32 contains 136236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225869248.000000 Penalty: 115192.875000
Iteration 55Q: 33 clusters Score -2.258692e+08 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 9575 members 
Mstep: Class 3 contains 174333 members 
Mstep: Class 4 contains 234163 members 
Mstep: Class 5 contains 30709 members 
Mstep: Class 6 contains 184037 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11686 members 
Mstep: Class 9 contains 188493 members 
Mstep: Class 10 contains 14592 members 
Mstep: Class 11 contains 62935 members 
Mstep: Class 12 contains 44261 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 44605 members 
Mstep: Class 15 contains 68681 members 
Mstep: Class 16 contains 149099 members 
Mstep: Class 17 contains 11959 members 
Mstep: Class 18 contains 53635 members 
Mstep: Class 19 contains 96953 members 
Mstep: Class 20 contains 15525 members 
Mstep: Class 21 contains 13028 members 
Mstep: Class 22 contains 16333 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6663 members 
Mstep: Class 25 contains 127740 members 
Mstep: Class 26 contains 12703 members 
Mstep: Class 27 contains 169027 members 
Mstep: Class 28 contains 1322 members 
Mstep: Class 29 contains 58763 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 9296 members 
Mstep: Class 32 contains 135576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225868688.000000 Penalty: 115192.875000
Iteration 56Q: 33 clusters Score -2.258687e+08 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 9582 members 
Mstep: Class 3 contains 174307 members 
Mstep: Class 4 contains 233368 members 
Mstep: Class 5 contains 30676 members 
Mstep: Class 6 contains 182016 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11745 members 
Mstep: Class 9 contains 190320 members 
Mstep: Class 10 contains 14634 members 
Mstep: Class 11 contains 62855 members 
Mstep: Class 12 contains 43925 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 44383 members 
Mstep: Class 15 contains 69273 members 
Mstep: Class 16 contains 151019 members 
Mstep: Class 17 contains 12065 members 
Mstep: Class 18 contains 53469 members 
Mstep: Class 19 contains 97150 members 
Mstep: Class 20 contains 16004 members 
Mstep: Class 21 contains 13304 members 
Mstep: Class 22 contains 16577 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 127708 members 
Mstep: Class 26 contains 12801 members 
Mstep: Class 27 contains 167522 members 
Mstep: Class 28 contains 1321 members 
Mstep: Class 29 contains 58525 members 
Mstep: Class 30 contains 6688 members 
Mstep: Class 31 contains 9393 members 
Mstep: Class 32 contains 134932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225869344.000000 Penalty: 115192.875000
Iteration 57Q: 33 clusters Score -2.258693e+08 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 9590 members 
Mstep: Class 3 contains 174312 members 
Mstep: Class 4 contains 232503 members 
Mstep: Class 5 contains 30652 members 
Mstep: Class 6 contains 180173 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11807 members 
Mstep: Class 9 contains 191942 members 
Mstep: Class 10 contains 14672 members 
Mstep: Class 11 contains 62777 members 
Mstep: Class 12 contains 43662 members 
Mstep: Class 13 contains 18339 members 
Mstep: Class 14 contains 44183 members 
Mstep: Class 15 contains 69777 members 
Mstep: Class 16 contains 152889 members 
Mstep: Class 17 contains 12153 members 
Mstep: Class 18 contains 53298 members 
Mstep: Class 19 contains 97329 members 
Mstep: Class 20 contains 16448 members 
Mstep: Class 21 contains 13593 members 
Mstep: Class 22 contains 16772 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6686 members 
Mstep: Class 25 contains 127702 members 
Mstep: Class 26 contains 12901 members 
Mstep: Class 27 contains 166162 members 
Mstep: Class 28 contains 1324 members 
Mstep: Class 29 contains 58315 members 
Mstep: Class 30 contains 6758 members 
Mstep: Class 31 contains 9470 members 
Mstep: Class 32 contains 134327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225868288.000000 Penalty: 115192.875000
Iteration 58Q: 33 clusters Score -2.258683e+08 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 9600 members 
Mstep: Class 3 contains 174343 members 
Mstep: Class 4 contains 231556 members 
Mstep: Class 5 contains 30624 members 
Mstep: Class 6 contains 178742 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11852 members 
Mstep: Class 9 contains 193489 members 
Mstep: Class 10 contains 14706 members 
Mstep: Class 11 contains 62708 members 
Mstep: Class 12 contains 43423 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 44010 members 
Mstep: Class 15 contains 70037 members 
Mstep: Class 16 contains 154730 members 
Mstep: Class 17 contains 12258 members 
Mstep: Class 18 contains 53120 members 
Mstep: Class 19 contains 97460 members 
Mstep: Class 20 contains 16842 members 
Mstep: Class 21 contains 13868 members 
Mstep: Class 22 contains 16941 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 127681 members 
Mstep: Class 26 contains 12964 members 
Mstep: Class 27 contains 164868 members 
Mstep: Class 28 contains 1328 members 
Mstep: Class 29 contains 58161 members 
Mstep: Class 30 contains 6810 members 
Mstep: Class 31 contains 9542 members 
Mstep: Class 32 contains 133769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225868496.000000 Penalty: 115192.875000
Iteration 59Q: 33 clusters Score -2.258685e+08 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 9606 members 
Mstep: Class 3 contains 174370 members 
Mstep: Class 4 contains 230616 members 
Mstep: Class 5 contains 30595 members 
Mstep: Class 6 contains 177554 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 11898 members 
Mstep: Class 9 contains 194909 members 
Mstep: Class 10 contains 14731 members 
Mstep: Class 11 contains 62651 members 
Mstep: Class 12 contains 43143 members 
Mstep: Class 13 contains 18479 members 
Mstep: Class 14 contains 43878 members 
Mstep: Class 15 contains 70231 members 
Mstep: Class 16 contains 156446 members 
Mstep: Class 17 contains 12345 members 
Mstep: Class 18 contains 52969 members 
Mstep: Class 19 contains 97586 members 
Mstep: Class 20 contains 17191 members 
Mstep: Class 21 contains 14128 members 
Mstep: Class 22 contains 17074 members 
Mstep: Class 23 contains 606 members 
Mstep: Class 24 contains 6702 members 
Mstep: Class 25 contains 127696 members 
Mstep: Class 26 contains 13028 members 
Mstep: Class 27 contains 163652 members 
Mstep: Class 28 contains 1332 members 
Mstep: Class 29 contains 58003 members 
Mstep: Class 30 contains 6859 members 
Mstep: Class 31 contains 9609 members 
Mstep: Class 32 contains 133270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225869696.000000 Penalty: 115192.875000
Iteration 60F: 33 clusters Score -2.258697e+08 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 9610 members 
Mstep: Class 3 contains 174340 members 
Mstep: Class 4 contains 229625 members 
Mstep: Class 5 contains 30563 members 
Mstep: Class 6 contains 176321 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 196293 members 
Mstep: Class 10 contains 14761 members 
Mstep: Class 11 contains 62547 members 
Mstep: Class 12 contains 42859 members 
Mstep: Class 13 contains 18536 members 
Mstep: Class 14 contains 43738 members 
Mstep: Class 15 contains 70658 members 
Mstep: Class 16 contains 158048 members 
Mstep: Class 17 contains 12413 members 
Mstep: Class 18 contains 52766 members 
Mstep: Class 19 contains 97733 members 
Mstep: Class 20 contains 17938 members 
Mstep: Class 21 contains 14433 members 
Mstep: Class 22 contains 17448 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 6669 members 
Mstep: Class 25 contains 127672 members 
Mstep: Class 26 contains 13114 members 
Mstep: Class 27 contains 161992 members 
Mstep: Class 28 contains 1370 members 
Mstep: Class 29 contains 57749 members 
Mstep: Class 30 contains 6958 members 
Mstep: Class 31 contains 9710 members 
Mstep: Class 32 contains 132804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225870976.000000 Penalty: 115192.875000
Iteration 61Q: 33 clusters Score -2.25871e+08 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 9621 members 
Mstep: Class 3 contains 174407 members 
Mstep: Class 4 contains 228571 members 
Mstep: Class 5 contains 30538 members 
Mstep: Class 6 contains 175221 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 11982 members 
Mstep: Class 9 contains 197606 members 
Mstep: Class 10 contains 14795 members 
Mstep: Class 11 contains 62465 members 
Mstep: Class 12 contains 42615 members 
Mstep: Class 13 contains 18589 members 
Mstep: Class 14 contains 43613 members 
Mstep: Class 15 contains 70991 members 
Mstep: Class 16 contains 159654 members 
Mstep: Class 17 contains 12489 members 
Mstep: Class 18 contains 52506 members 
Mstep: Class 19 contains 97854 members 
Mstep: Class 20 contains 18664 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 17782 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 6651 members 
Mstep: Class 25 contains 127629 members 
Mstep: Class 26 contains 13185 members 
Mstep: Class 27 contains 160269 members 
Mstep: Class 28 contains 1399 members 
Mstep: Class 29 contains 57513 members 
Mstep: Class 30 contains 7061 members 
Mstep: Class 31 contains 9816 members 
Mstep: Class 32 contains 132377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225871584.000000 Penalty: 115192.875000
Iteration 62Q: 33 clusters Score -2.258716e+08 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 174516 members 
Mstep: Class 4 contains 227441 members 
Mstep: Class 5 contains 30517 members 
Mstep: Class 6 contains 174260 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 12029 members 
Mstep: Class 9 contains 198853 members 
Mstep: Class 10 contains 14827 members 
Mstep: Class 11 contains 62410 members 
Mstep: Class 12 contains 42433 members 
Mstep: Class 13 contains 18634 members 
Mstep: Class 14 contains 43495 members 
Mstep: Class 15 contains 71276 members 
Mstep: Class 16 contains 161239 members 
Mstep: Class 17 contains 12547 members 
Mstep: Class 18 contains 52241 members 
Mstep: Class 19 contains 97978 members 
Mstep: Class 20 contains 19387 members 
Mstep: Class 21 contains 15144 members 
Mstep: Class 22 contains 18087 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 6622 members 
Mstep: Class 25 contains 127583 members 
Mstep: Class 26 contains 13245 members 
Mstep: Class 27 contains 158590 members 
Mstep: Class 28 contains 1427 members 
Mstep: Class 29 contains 57298 members 
Mstep: Class 30 contains 7147 members 
Mstep: Class 31 contains 9913 members 
Mstep: Class 32 contains 131923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225872240.000000 Penalty: 115192.875000
Iteration 63Q: 33 clusters Score -2.258722e+08 nChanged 10461
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 9614 members 
Mstep: Class 3 contains 174656 members 
Mstep: Class 4 contains 226337 members 
Mstep: Class 5 contains 30498 members 
Mstep: Class 6 contains 173426 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 12071 members 
Mstep: Class 9 contains 200060 members 
Mstep: Class 10 contains 14850 members 
Mstep: Class 11 contains 62363 members 
Mstep: Class 12 contains 42254 members 
Mstep: Class 13 contains 18658 members 
Mstep: Class 14 contains 43402 members 
Mstep: Class 15 contains 71475 members 
Mstep: Class 16 contains 162824 members 
Mstep: Class 17 contains 12591 members 
Mstep: Class 18 contains 51944 members 
Mstep: Class 19 contains 98106 members 
Mstep: Class 20 contains 20109 members 
Mstep: Class 21 contains 15482 members 
Mstep: Class 22 contains 18314 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 6604 members 
Mstep: Class 25 contains 127587 members 
Mstep: Class 26 contains 13315 members 
Mstep: Class 27 contains 156945 members 
Mstep: Class 28 contains 1449 members 
Mstep: Class 29 contains 57145 members 
Mstep: Class 30 contains 7201 members 
Mstep: Class 31 contains 9986 members 
Mstep: Class 32 contains 131435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225871824.000000 Penalty: 115192.875000
Iteration 64Q: 33 clusters Score -2.258718e+08 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 9629 members 
Mstep: Class 3 contains 174836 members 
Mstep: Class 4 contains 225214 members 
Mstep: Class 5 contains 30481 members 
Mstep: Class 6 contains 172661 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 12099 members 
Mstep: Class 9 contains 201289 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 11 contains 62332 members 
Mstep: Class 12 contains 42091 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 43308 members 
Mstep: Class 15 contains 71619 members 
Mstep: Class 16 contains 164378 members 
Mstep: Class 17 contains 12626 members 
Mstep: Class 18 contains 51621 members 
Mstep: Class 19 contains 98246 members 
Mstep: Class 20 contains 20832 members 
Mstep: Class 21 contains 15869 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 6595 members 
Mstep: Class 25 contains 127580 members 
Mstep: Class 26 contains 13370 members 
Mstep: Class 27 contains 155277 members 
Mstep: Class 28 contains 1477 members 
Mstep: Class 29 contains 57012 members 
Mstep: Class 30 contains 7247 members 
Mstep: Class 31 contains 10053 members 
Mstep: Class 32 contains 130930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225872960.000000 Penalty: 115192.875000
Iteration 65Q: 33 clusters Score -2.25873e+08 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 9635 members 
Mstep: Class 3 contains 174984 members 
Mstep: Class 4 contains 224160 members 
Mstep: Class 5 contains 30471 members 
Mstep: Class 6 contains 171995 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 12117 members 
Mstep: Class 9 contains 202553 members 
Mstep: Class 10 contains 14888 members 
Mstep: Class 11 contains 62300 members 
Mstep: Class 12 contains 41937 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 14 contains 43222 members 
Mstep: Class 15 contains 71690 members 
Mstep: Class 16 contains 165932 members 
Mstep: Class 17 contains 12663 members 
Mstep: Class 18 contains 51303 members 
Mstep: Class 19 contains 98383 members 
Mstep: Class 20 contains 21507 members 
Mstep: Class 21 contains 16218 members 
Mstep: Class 22 contains 18663 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 6574 members 
Mstep: Class 25 contains 127551 members 
Mstep: Class 26 contains 13431 members 
Mstep: Class 27 contains 153610 members 
Mstep: Class 28 contains 1494 members 
Mstep: Class 29 contains 56929 members 
Mstep: Class 30 contains 7304 members 
Mstep: Class 31 contains 10113 members 
Mstep: Class 32 contains 130420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225873120.000000 Penalty: 115192.875000
Iteration 66Q: 33 clusters Score -2.258731e+08 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 9635 members 
Mstep: Class 3 contains 175184 members 
Mstep: Class 4 contains 223128 members 
Mstep: Class 5 contains 30459 members 
Mstep: Class 6 contains 171349 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 12147 members 
Mstep: Class 9 contains 203740 members 
Mstep: Class 10 contains 14908 members 
Mstep: Class 11 contains 62280 members 
Mstep: Class 12 contains 41769 members 
Mstep: Class 13 contains 18703 members 
Mstep: Class 14 contains 43154 members 
Mstep: Class 15 contains 71757 members 
Mstep: Class 16 contains 167376 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 50978 members 
Mstep: Class 19 contains 98483 members 
Mstep: Class 20 contains 22164 members 
Mstep: Class 21 contains 16581 members 
Mstep: Class 22 contains 18823 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 6559 members 
Mstep: Class 25 contains 127534 members 
Mstep: Class 26 contains 13467 members 
Mstep: Class 27 contains 151972 members 
Mstep: Class 28 contains 1518 members 
Mstep: Class 29 contains 56839 members 
Mstep: Class 30 contains 7363 members 
Mstep: Class 31 contains 10170 members 
Mstep: Class 32 contains 129993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225873648.000000 Penalty: 115192.875000
Iteration 67Q: 33 clusters Score -2.258736e+08 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 175400 members 
Mstep: Class 4 contains 222078 members 
Mstep: Class 5 contains 30449 members 
Mstep: Class 6 contains 170794 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12164 members 
Mstep: Class 9 contains 204836 members 
Mstep: Class 10 contains 14924 members 
Mstep: Class 11 contains 62266 members 
Mstep: Class 12 contains 41660 members 
Mstep: Class 13 contains 18716 members 
Mstep: Class 14 contains 43094 members 
Mstep: Class 15 contains 71791 members 
Mstep: Class 16 contains 168816 members 
Mstep: Class 17 contains 12774 members 
Mstep: Class 18 contains 50644 members 
Mstep: Class 19 contains 98609 members 
Mstep: Class 20 contains 22824 members 
Mstep: Class 21 contains 16979 members 
Mstep: Class 22 contains 18954 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 6551 members 
Mstep: Class 25 contains 127500 members 
Mstep: Class 26 contains 13506 members 
Mstep: Class 27 contains 150404 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 56709 members 
Mstep: Class 30 contains 7405 members 
Mstep: Class 31 contains 10206 members 
Mstep: Class 32 contains 129536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225875024.000000 Penalty: 115192.875000
Iteration 68Q: 33 clusters Score -2.25875e+08 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 9655 members 
Mstep: Class 3 contains 175614 members 
Mstep: Class 4 contains 221116 members 
Mstep: Class 5 contains 30452 members 
Mstep: Class 6 contains 170325 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12190 members 
Mstep: Class 9 contains 205941 members 
Mstep: Class 10 contains 14932 members 
Mstep: Class 11 contains 62257 members 
Mstep: Class 12 contains 41555 members 
Mstep: Class 13 contains 18733 members 
Mstep: Class 14 contains 43061 members 
Mstep: Class 15 contains 71743 members 
Mstep: Class 16 contains 170215 members 
Mstep: Class 17 contains 12809 members 
Mstep: Class 18 contains 50336 members 
Mstep: Class 19 contains 98695 members 
Mstep: Class 20 contains 23458 members 
Mstep: Class 21 contains 17309 members 
Mstep: Class 22 contains 19065 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6550 members 
Mstep: Class 25 contains 127479 members 
Mstep: Class 26 contains 13555 members 
Mstep: Class 27 contains 148799 members 
Mstep: Class 28 contains 1536 members 
Mstep: Class 29 contains 56602 members 
Mstep: Class 30 contains 7431 members 
Mstep: Class 31 contains 10239 members 
Mstep: Class 32 contains 129132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225875856.000000 Penalty: 115192.875000
Iteration 69Q: 33 clusters Score -2.258759e+08 nChanged 8835
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 175838 members 
Mstep: Class 4 contains 220170 members 
Mstep: Class 5 contains 30444 members 
Mstep: Class 6 contains 169929 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12198 members 
Mstep: Class 9 contains 207099 members 
Mstep: Class 10 contains 14941 members 
Mstep: Class 11 contains 62262 members 
Mstep: Class 12 contains 41492 members 
Mstep: Class 13 contains 18750 members 
Mstep: Class 14 contains 43031 members 
Mstep: Class 15 contains 71609 members 
Mstep: Class 16 contains 171620 members 
Mstep: Class 17 contains 12862 members 
Mstep: Class 18 contains 50074 members 
Mstep: Class 19 contains 98763 members 
Mstep: Class 20 contains 24084 members 
Mstep: Class 21 contains 17608 members 
Mstep: Class 22 contains 19177 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6551 members 
Mstep: Class 25 contains 127463 members 
Mstep: Class 26 contains 13590 members 
Mstep: Class 27 contains 147096 members 
Mstep: Class 28 contains 1549 members 
Mstep: Class 29 contains 56485 members 
Mstep: Class 30 contains 7451 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 128735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225875936.000000 Penalty: 115192.875000
Iteration 70Q: 33 clusters Score -2.258759e+08 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 176089 members 
Mstep: Class 4 contains 219247 members 
Mstep: Class 5 contains 30431 members 
Mstep: Class 6 contains 169608 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12200 members 
Mstep: Class 9 contains 208203 members 
Mstep: Class 10 contains 14944 members 
Mstep: Class 11 contains 62257 members 
Mstep: Class 12 contains 41423 members 
Mstep: Class 13 contains 18767 members 
Mstep: Class 14 contains 43003 members 
Mstep: Class 15 contains 71495 members 
Mstep: Class 16 contains 172947 members 
Mstep: Class 17 contains 12908 members 
Mstep: Class 18 contains 49797 members 
Mstep: Class 19 contains 98830 members 
Mstep: Class 20 contains 24719 members 
Mstep: Class 21 contains 17930 members 
Mstep: Class 22 contains 19269 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6546 members 
Mstep: Class 25 contains 127441 members 
Mstep: Class 26 contains 13640 members 
Mstep: Class 27 contains 145463 members 
Mstep: Class 28 contains 1562 members 
Mstep: Class 29 contains 56367 members 
Mstep: Class 30 contains 7469 members 
Mstep: Class 31 contains 10278 members 
Mstep: Class 32 contains 128300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225876688.000000 Penalty: 115192.875000
Iteration 71Q: 33 clusters Score -2.258767e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 176310 members 
Mstep: Class 4 contains 218285 members 
Mstep: Class 5 contains 30421 members 
Mstep: Class 6 contains 169339 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12228 members 
Mstep: Class 9 contains 209313 members 
Mstep: Class 10 contains 14947 members 
Mstep: Class 11 contains 62259 members 
Mstep: Class 12 contains 41400 members 
Mstep: Class 13 contains 18776 members 
Mstep: Class 14 contains 42980 members 
Mstep: Class 15 contains 71341 members 
Mstep: Class 16 contains 174205 members 
Mstep: Class 17 contains 12952 members 
Mstep: Class 18 contains 49537 members 
Mstep: Class 19 contains 98916 members 
Mstep: Class 20 contains 25342 members 
Mstep: Class 21 contains 18273 members 
Mstep: Class 22 contains 19359 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6540 members 
Mstep: Class 25 contains 127439 members 
Mstep: Class 26 contains 13687 members 
Mstep: Class 27 contains 143801 members 
Mstep: Class 28 contains 1578 members 
Mstep: Class 29 contains 56245 members 
Mstep: Class 30 contains 7483 members 
Mstep: Class 31 contains 10289 members 
Mstep: Class 32 contains 127876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225876640.000000 Penalty: 115192.875000
Iteration 72Q: 33 clusters Score -2.258766e+08 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 176550 members 
Mstep: Class 4 contains 217285 members 
Mstep: Class 5 contains 30412 members 
Mstep: Class 6 contains 169096 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12245 members 
Mstep: Class 9 contains 210403 members 
Mstep: Class 10 contains 14953 members 
Mstep: Class 11 contains 62254 members 
Mstep: Class 12 contains 41379 members 
Mstep: Class 13 contains 18794 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 71214 members 
Mstep: Class 16 contains 175481 members 
Mstep: Class 17 contains 13001 members 
Mstep: Class 18 contains 49285 members 
Mstep: Class 19 contains 99013 members 
Mstep: Class 20 contains 25938 members 
Mstep: Class 21 contains 18561 members 
Mstep: Class 22 contains 19440 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6543 members 
Mstep: Class 25 contains 127427 members 
Mstep: Class 26 contains 13728 members 
Mstep: Class 27 contains 142167 members 
Mstep: Class 28 contains 1589 members 
Mstep: Class 29 contains 56127 members 
Mstep: Class 30 contains 7514 members 
Mstep: Class 31 contains 10304 members 
Mstep: Class 32 contains 127451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225876976.000000 Penalty: 115192.875000
Iteration 73Q: 33 clusters Score -2.25877e+08 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 9692 members 
Mstep: Class 3 contains 176777 members 
Mstep: Class 4 contains 216259 members 
Mstep: Class 5 contains 30407 members 
Mstep: Class 6 contains 168912 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12248 members 
Mstep: Class 9 contains 211545 members 
Mstep: Class 10 contains 14958 members 
Mstep: Class 11 contains 62245 members 
Mstep: Class 12 contains 41422 members 
Mstep: Class 13 contains 18808 members 
Mstep: Class 14 contains 42945 members 
Mstep: Class 15 contains 71028 members 
Mstep: Class 16 contains 176709 members 
Mstep: Class 17 contains 13058 members 
Mstep: Class 18 contains 49084 members 
Mstep: Class 19 contains 99108 members 
Mstep: Class 20 contains 26547 members 
Mstep: Class 21 contains 18857 members 
Mstep: Class 22 contains 19508 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6541 members 
Mstep: Class 25 contains 127439 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 140464 members 
Mstep: Class 28 contains 1600 members 
Mstep: Class 29 contains 55996 members 
Mstep: Class 30 contains 7542 members 
Mstep: Class 31 contains 10317 members 
Mstep: Class 32 contains 127011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225877408.000000 Penalty: 115192.875000
Iteration 74Q: 33 clusters Score -2.258774e+08 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 177007 members 
Mstep: Class 4 contains 215227 members 
Mstep: Class 5 contains 30401 members 
Mstep: Class 6 contains 168752 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12261 members 
Mstep: Class 9 contains 212748 members 
Mstep: Class 10 contains 14968 members 
Mstep: Class 11 contains 62238 members 
Mstep: Class 12 contains 41465 members 
Mstep: Class 13 contains 18808 members 
Mstep: Class 14 contains 42930 members 
Mstep: Class 15 contains 70832 members 
Mstep: Class 16 contains 177938 members 
Mstep: Class 17 contains 13104 members 
Mstep: Class 18 contains 48913 members 
Mstep: Class 19 contains 99211 members 
Mstep: Class 20 contains 27117 members 
Mstep: Class 21 contains 19130 members 
Mstep: Class 22 contains 19575 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6549 members 
Mstep: Class 25 contains 127436 members 
Mstep: Class 26 contains 13803 members 
Mstep: Class 27 contains 138758 members 
Mstep: Class 28 contains 1608 members 
Mstep: Class 29 contains 55859 members 
Mstep: Class 30 contains 7577 members 
Mstep: Class 31 contains 10324 members 
Mstep: Class 32 contains 126556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225877984.000000 Penalty: 115192.875000
Iteration 75Q: 33 clusters Score -2.25878e+08 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 9707 members 
Mstep: Class 3 contains 177240 members 
Mstep: Class 4 contains 214278 members 
Mstep: Class 5 contains 30393 members 
Mstep: Class 6 contains 168603 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12276 members 
Mstep: Class 9 contains 214008 members 
Mstep: Class 10 contains 14973 members 
Mstep: Class 11 contains 62243 members 
Mstep: Class 12 contains 41499 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 14 contains 42919 members 
Mstep: Class 15 contains 70621 members 
Mstep: Class 16 contains 179101 members 
Mstep: Class 17 contains 13141 members 
Mstep: Class 18 contains 48796 members 
Mstep: Class 19 contains 99343 members 
Mstep: Class 20 contains 27660 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 19652 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6553 members 
Mstep: Class 25 contains 127422 members 
Mstep: Class 26 contains 13851 members 
Mstep: Class 27 contains 136964 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 55707 members 
Mstep: Class 30 contains 7612 members 
Mstep: Class 31 contains 10334 members 
Mstep: Class 32 contains 126106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225878464.000000 Penalty: 115192.875000
Iteration 76Q: 33 clusters Score -2.258785e+08 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177487 members 
Mstep: Class 4 contains 213381 members 
Mstep: Class 5 contains 30386 members 
Mstep: Class 6 contains 168508 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12291 members 
Mstep: Class 9 contains 215250 members 
Mstep: Class 10 contains 14974 members 
Mstep: Class 11 contains 62253 members 
Mstep: Class 12 contains 41518 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42915 members 
Mstep: Class 15 contains 70364 members 
Mstep: Class 16 contains 180179 members 
Mstep: Class 17 contains 13173 members 
Mstep: Class 18 contains 48696 members 
Mstep: Class 19 contains 99491 members 
Mstep: Class 20 contains 28245 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 22 contains 19715 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6536 members 
Mstep: Class 25 contains 127408 members 
Mstep: Class 26 contains 13892 members 
Mstep: Class 27 contains 135202 members 
Mstep: Class 28 contains 1622 members 
Mstep: Class 29 contains 55591 members 
Mstep: Class 30 contains 7657 members 
Mstep: Class 31 contains 10350 members 
Mstep: Class 32 contains 125626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225878736.000000 Penalty: 115192.875000
Iteration 77Q: 33 clusters Score -2.258787e+08 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 9707 members 
Mstep: Class 3 contains 177687 members 
Mstep: Class 4 contains 212546 members 
Mstep: Class 5 contains 30377 members 
Mstep: Class 6 contains 168511 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12297 members 
Mstep: Class 9 contains 216577 members 
Mstep: Class 10 contains 14985 members 
Mstep: Class 11 contains 62252 members 
Mstep: Class 12 contains 41562 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42907 members 
Mstep: Class 15 contains 69994 members 
Mstep: Class 16 contains 181174 members 
Mstep: Class 17 contains 13225 members 
Mstep: Class 18 contains 48604 members 
Mstep: Class 19 contains 99637 members 
Mstep: Class 20 contains 28837 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 19786 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6521 members 
Mstep: Class 25 contains 127396 members 
Mstep: Class 26 contains 13904 members 
Mstep: Class 27 contains 133403 members 
Mstep: Class 28 contains 1626 members 
Mstep: Class 29 contains 55527 members 
Mstep: Class 30 contains 7708 members 
Mstep: Class 31 contains 10368 members 
Mstep: Class 32 contains 125123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225878976.000000 Penalty: 115192.875000
Iteration 78Q: 33 clusters Score -2.25879e+08 nChanged 7748
Entering ConstructFrom: 
Score: -225878976.000000 Penalty: 115192.875000
Entering ConstructFrom: 
Trying to split cluster 1 (39427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Entering Unmasked Estep 
Score: -4573619.500000 Penalty: 2624.386963
	Iteration 0F: 2 clusters Score -4573620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4547004.500000 Penalty: 5248.773926
	Iteration 0F: 3 clusters Score -4547004 nChanged 18053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -4557157.000000 Penalty: 5248.773926
	Iteration 1F: 3 clusters Score -4557157 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4558061.500000 Penalty: 5248.773926
	Iteration 2F: 3 clusters Score -4558062 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4559195.000000 Penalty: 5248.773926
	Iteration 3F: 3 clusters Score -4559195 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -4560879.000000 Penalty: 5248.773926
	Iteration 4F: 3 clusters Score -4560879 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -4563117.500000 Penalty: 5248.773926
	Iteration 5F: 3 clusters Score -4563118 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -4565776.500000 Penalty: 5248.773926
	Iteration 6F: 3 clusters Score -4565776 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4568268.500000 Penalty: 5248.773926
	Iteration 7F: 3 clusters Score -4568268 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -4570157.000000 Penalty: 5248.773926
	Iteration 8F: 3 clusters Score -4570157 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -4571375.000000 Penalty: 5248.773926
	Iteration 9Q: 3 clusters Score -4571375 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -4572150.500000 Penalty: 5248.773926
	Iteration 10Q: 3 clusters Score -4572150 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -4572691.500000 Penalty: 5248.773926
	Iteration 11Q: 3 clusters Score -4572692 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4573053.500000 Penalty: 5248.773926
	Iteration 12Q: 3 clusters Score -4573054 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -4573375.000000 Penalty: 5248.773926
	Iteration 13Q: 3 clusters Score -4573375 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4573604.500000 Penalty: 5248.773926
	Iteration 14Q: 3 clusters Score -4573604 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4573809.000000 Penalty: 5248.773926
	Iteration 15Q: 3 clusters Score -4573809 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4573952.500000 Penalty: 5248.773926
	Iteration 16Q: 3 clusters Score -4573952 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4574081.000000 Penalty: 5248.773926
	Iteration 17Q: 3 clusters Score -4574081 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4574194.500000 Penalty: 5248.773926
	Iteration 18Q: 3 clusters Score -4574194 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4574275.000000 Penalty: 5248.773926
	Iteration 19Q: 3 clusters Score -4574275 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4574343.000000 Penalty: 5248.773926
	Iteration 20F: 3 clusters Score -4574343 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4574401.500000 Penalty: 5248.773926
	Iteration 21Q: 3 clusters Score -4574402 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4574460.500000 Penalty: 5248.773926
	Iteration 22Q: 3 clusters Score -4574460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4574490.000000 Penalty: 5248.773926
	Iteration 23Q: 3 clusters Score -4574490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4574515.000000 Penalty: 5248.773926
	Iteration 24Q: 3 clusters Score -4574515 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4574529.500000 Penalty: 5248.773926
	Iteration 25Q: 3 clusters Score -4574530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4574541.000000 Penalty: 5248.773926
	Iteration 26Q: 3 clusters Score -4574541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4574548.500000 Penalty: 5248.773926
	Iteration 27Q: 3 clusters Score -4574548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4574552.500000 Penalty: 5248.773926
	Iteration 28Q: 3 clusters Score -4574552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -4574553.000000 Penalty: 5248.773926
	Iteration 29Q: 3 clusters Score -4574553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4574554.500000 Penalty: 5248.773926
	Iteration 30Q: 3 clusters Score -4574554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4574557.000000 Penalty: 5248.773926
	Iteration 31Q: 3 clusters Score -4574557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4574563.500000 Penalty: 5248.773926
	Iteration 32Q: 3 clusters Score -4574564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4574561.500000 Penalty: 5248.773926
	Iteration 33Q: 3 clusters Score -4574562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4574567.500000 Penalty: 5248.773926
	Iteration 34Q: 3 clusters Score -4574568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4574568.000000 Penalty: 5248.773926
	Iteration 35Q: 3 clusters Score -4574568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4574566.000000 Penalty: 5248.773926
	Iteration 36Q: 3 clusters Score -4574566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4574567.500000 Penalty: 5248.773926
	Iteration 37Q: 3 clusters Score -4574568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4574567.500000 Penalty: 5248.773926
	Iteration 38Q: 3 clusters Score -4574568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4574578.500000 Penalty: 5248.773926
	Iteration 39Q: 3 clusters Score -4574578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4574565.000000 Penalty: 5248.773926
	Iteration 40F: 3 clusters Score -4574565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4574566.000000 Penalty: 5248.773926
	Iteration 41Q: 3 clusters Score -4574566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4574565.000000 Penalty: 5248.773926
	Iteration 42Q: 3 clusters Score -4574565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4574566.500000 Penalty: 5248.773926
	Iteration 43Q: 3 clusters Score -4574566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4574570.500000 Penalty: 5248.773926
	Iteration 44Q: 3 clusters Score -4574570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4574569.000000 Penalty: 5248.773926
	Iteration 45Q: 3 clusters Score -4574569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4574567.000000 Penalty: 5248.773926
	Iteration 46Q: 3 clusters Score -4574567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4574565.500000 Penalty: 5248.773926
	Iteration 47Q: 3 clusters Score -4574566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -4574565.000000 Penalty: 5248.773926
	Iteration 48Q: 3 clusters Score -4574565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4574565.000000 Penalty: 5248.773926
	Iteration 49Q: 3 clusters Score -4574565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4574565.000000 Penalty: 5248.773926
	Iteration 50F: 3 clusters Score -4574565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 30364 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 218021 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 48525 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Entering Unmasked Estep 
Score: -225883520.000000 Penalty: 118792.648438
Splitting cluster 1 changes total score from -225878976.000000 to -225883520.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 2 (9710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Entering Unmasked Estep 
Score: -1070144.625000 Penalty: 2276.866211
	Iteration 0F: 2 clusters Score -1070145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1062677.250000 Penalty: 4553.732422
	Iteration 0F: 3 clusters Score -1062677 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1064935.375000 Penalty: 4553.732422
	Iteration 1F: 3 clusters Score -1064935 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1065314.750000 Penalty: 4553.732422
	Iteration 2F: 3 clusters Score -1065315 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1065704.625000 Penalty: 4553.732422
	Iteration 3F: 3 clusters Score -1065705 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1066130.375000 Penalty: 4553.732422
	Iteration 4F: 3 clusters Score -1066130 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1066658.250000 Penalty: 4553.732422
	Iteration 5F: 3 clusters Score -1066658 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1067314.750000 Penalty: 4553.732422
	Iteration 6F: 3 clusters Score -1067315 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1067959.625000 Penalty: 4553.732422
	Iteration 7F: 3 clusters Score -1067960 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1068471.375000 Penalty: 4553.732422
	Iteration 8F: 3 clusters Score -1068471 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1068777.875000 Penalty: 4553.732422
	Iteration 9Q: 3 clusters Score -1068778 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1068970.500000 Penalty: 4553.732422
	Iteration 10Q: 3 clusters Score -1068970 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1069121.625000 Penalty: 4553.732422
	Iteration 11Q: 3 clusters Score -1069122 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1069239.875000 Penalty: 4553.732422
	Iteration 12Q: 3 clusters Score -1069240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1069322.625000 Penalty: 4553.732422
	Iteration 13Q: 3 clusters Score -1069323 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1069388.250000 Penalty: 4553.732422
	Iteration 14Q: 3 clusters Score -1069388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1069426.375000 Penalty: 4553.732422
	Iteration 15Q: 3 clusters Score -1069426 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1069449.000000 Penalty: 4553.732422
	Iteration 16Q: 3 clusters Score -1069449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1069466.125000 Penalty: 4553.732422
	Iteration 17Q: 3 clusters Score -1069466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1069470.750000 Penalty: 4553.732422
	Iteration 18Q: 3 clusters Score -1069471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1069475.250000 Penalty: 4553.732422
	Iteration 19Q: 3 clusters Score -1069475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1069480.500000 Penalty: 4553.732422
	Iteration 20F: 3 clusters Score -1069480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1069482.875000 Penalty: 4553.732422
	Iteration 21Q: 3 clusters Score -1069483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1069484.625000 Penalty: 4553.732422
	Iteration 22Q: 3 clusters Score -1069485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1069486.875000 Penalty: 4553.732422
	Iteration 23Q: 3 clusters Score -1069487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1069489.125000 Penalty: 4553.732422
	Iteration 24Q: 3 clusters Score -1069489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1069491.250000 Penalty: 4553.732422
	Iteration 25Q: 3 clusters Score -1069491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1069490.625000 Penalty: 4553.732422
	Iteration 26Q: 3 clusters Score -1069491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1069492.000000 Penalty: 4553.732422
	Iteration 27Q: 3 clusters Score -1069492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1069491.750000 Penalty: 4553.732422
	Iteration 28Q: 3 clusters Score -1069492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1069491.750000 Penalty: 4553.732422
	Iteration 29Q: 3 clusters Score -1069492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1069493.625000 Penalty: 4553.732422
	Iteration 30Q: 3 clusters Score -1069494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1069494.000000 Penalty: 4553.732422
	Iteration 31Q: 3 clusters Score -1069494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1069493.625000 Penalty: 4553.732422
	Iteration 32Q: 3 clusters Score -1069494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1069493.250000 Penalty: 4553.732422
	Iteration 33Q: 3 clusters Score -1069493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1069493.250000 Penalty: 4553.732422
	Iteration 34F: 3 clusters Score -1069493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (177912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177912 members 
Entering Unmasked Estep 
Score: -20642296.000000 Penalty: 2998.083008
	Iteration 0F: 2 clusters Score -2.06423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -20523556.000000 Penalty: 5996.166016
	Iteration 0F: 3 clusters Score -2.052356e+07 nChanged 85435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88007 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -20573944.000000 Penalty: 5996.166016
	Iteration 1F: 3 clusters Score -2.057394e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -20575544.000000 Penalty: 5996.166016
	Iteration 2Q: 3 clusters Score -2.057554e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -20578012.000000 Penalty: 5996.166016
	Iteration 3Q: 3 clusters Score -2.057801e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -20581984.000000 Penalty: 5996.166016
	Iteration 4Q: 3 clusters Score -2.058198e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 99252 members 
Entering Unmasked Estep 
Score: -20587406.000000 Penalty: 5996.166016
	Iteration 5F: 3 clusters Score -2.058741e+07 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 103833 members 
Entering Unmasked Estep 
Score: -20593582.000000 Penalty: 5996.166016
	Iteration 6F: 3 clusters Score -2.059358e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 108846 members 
Entering Unmasked Estep 
Score: -20599456.000000 Penalty: 5996.166016
	Iteration 7F: 3 clusters Score -2.059946e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 113915 members 
Entering Unmasked Estep 
Score: -20605318.000000 Penalty: 5996.166016
	Iteration 8F: 3 clusters Score -2.060532e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 118730 members 
Entering Unmasked Estep 
Score: -20610382.000000 Penalty: 5996.166016
	Iteration 9Q: 3 clusters Score -2.061038e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 123162 members 
Entering Unmasked Estep 
Score: -20614666.000000 Penalty: 5996.166016
	Iteration 10Q: 3 clusters Score -2.061467e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 127225 members 
Entering Unmasked Estep 
Score: -20618068.000000 Penalty: 5996.166016
	Iteration 11Q: 3 clusters Score -2.061807e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -20620440.000000 Penalty: 5996.166016
	Iteration 12Q: 3 clusters Score -2.062044e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 134467 members 
Entering Unmasked Estep 
Score: -20622374.000000 Penalty: 5996.166016
	Iteration 13Q: 3 clusters Score -2.062237e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 137783 members 
Entering Unmasked Estep 
Score: -20623806.000000 Penalty: 5996.166016
	Iteration 14Q: 3 clusters Score -2.062381e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 141025 members 
Entering Unmasked Estep 
Score: -20625146.000000 Penalty: 5996.166016
	Iteration 15Q: 3 clusters Score -2.062515e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 144343 members 
Entering Unmasked Estep 
Score: -20626516.000000 Penalty: 5996.166016
	Iteration 16Q: 3 clusters Score -2.062652e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -20627788.000000 Penalty: 5996.166016
	Iteration 17Q: 3 clusters Score -2.062779e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 150667 members 
Entering Unmasked Estep 
Score: -20629238.000000 Penalty: 5996.166016
	Iteration 18Q: 3 clusters Score -2.062924e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 153628 members 
Entering Unmasked Estep 
Score: -20630374.000000 Penalty: 5996.166016
	Iteration 19Q: 3 clusters Score -2.063037e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -20631682.000000 Penalty: 5996.166016
	Iteration 20F: 3 clusters Score -2.063168e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 159245 members 
Entering Unmasked Estep 
Score: -20633002.000000 Penalty: 5996.166016
	Iteration 21Q: 3 clusters Score -2.0633e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 161824 members 
Entering Unmasked Estep 
Score: -20634292.000000 Penalty: 5996.166016
	Iteration 22Q: 3 clusters Score -2.063429e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 164148 members 
Entering Unmasked Estep 
Score: -20635276.000000 Penalty: 5996.166016
	Iteration 23Q: 3 clusters Score -2.063528e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -20636202.000000 Penalty: 5996.166016
	Iteration 24Q: 3 clusters Score -2.06362e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -20637112.000000 Penalty: 5996.166016
	Iteration 25Q: 3 clusters Score -2.063711e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -20637798.000000 Penalty: 5996.166016
	Iteration 26Q: 3 clusters Score -2.06378e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 171095 members 
Entering Unmasked Estep 
Score: -20638290.000000 Penalty: 5996.166016
	Iteration 27Q: 3 clusters Score -2.063829e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -20638774.000000 Penalty: 5996.166016
	Iteration 28Q: 3 clusters Score -2.063877e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 173055 members 
Entering Unmasked Estep 
Score: -20639108.000000 Penalty: 5996.166016
	Iteration 29Q: 3 clusters Score -2.063911e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 173719 members 
Entering Unmasked Estep 
Score: -20639324.000000 Penalty: 5996.166016
	Iteration 30Q: 3 clusters Score -2.063932e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -20639418.000000 Penalty: 5996.166016
	Iteration 31Q: 3 clusters Score -2.063942e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 174621 members 
Entering Unmasked Estep 
Score: -20639644.000000 Penalty: 5996.166016
	Iteration 32Q: 3 clusters Score -2.063964e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 174919 members 
Entering Unmasked Estep 
Score: -20639748.000000 Penalty: 5996.166016
	Iteration 33Q: 3 clusters Score -2.063975e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 175180 members 
Entering Unmasked Estep 
Score: -20639802.000000 Penalty: 5996.166016
	Iteration 34Q: 3 clusters Score -2.06398e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 175381 members 
Entering Unmasked Estep 
Score: -20639896.000000 Penalty: 5996.166016
	Iteration 35Q: 3 clusters Score -2.06399e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -20639972.000000 Penalty: 5996.166016
	Iteration 36Q: 3 clusters Score -2.063997e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 175677 members 
Entering Unmasked Estep 
Score: -20640060.000000 Penalty: 5996.166016
	Iteration 37Q: 3 clusters Score -2.064006e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 175782 members 
Entering Unmasked Estep 
Score: -20640078.000000 Penalty: 5996.166016
	Iteration 38Q: 3 clusters Score -2.064008e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -20640118.000000 Penalty: 5996.166016
	Iteration 39Q: 3 clusters Score -2.064012e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 175916 members 
Entering Unmasked Estep 
Score: -20640130.000000 Penalty: 5996.166016
	Iteration 40F: 3 clusters Score -2.064013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -20640116.000000 Penalty: 5996.166016
	Iteration 41Q: 3 clusters Score -2.064012e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 176003 members 
Entering Unmasked Estep 
Score: -20640138.000000 Penalty: 5996.166016
	Iteration 42Q: 3 clusters Score -2.064014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 176040 members 
Entering Unmasked Estep 
Score: -20640196.000000 Penalty: 5996.166016
	Iteration 43Q: 3 clusters Score -2.06402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 176073 members 
Entering Unmasked Estep 
Score: -20640184.000000 Penalty: 5996.166016
	Iteration 44Q: 3 clusters Score -2.064018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 176105 members 
Entering Unmasked Estep 
Score: -20640186.000000 Penalty: 5996.166016
	Iteration 45Q: 3 clusters Score -2.064019e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 176128 members 
Entering Unmasked Estep 
Score: -20640192.000000 Penalty: 5996.166016
	Iteration 46Q: 3 clusters Score -2.064019e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 176153 members 
Entering Unmasked Estep 
Score: -20640220.000000 Penalty: 5996.166016
	Iteration 47Q: 3 clusters Score -2.064022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -20640220.000000 Penalty: 5996.166016
	Iteration 48Q: 3 clusters Score -2.064022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 176199 members 
Entering Unmasked Estep 
Score: -20640222.000000 Penalty: 5996.166016
	Iteration 49Q: 3 clusters Score -2.064022e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 176220 members 
Entering Unmasked Estep 
Score: -20640224.000000 Penalty: 5996.166016
	Iteration 50Q: 3 clusters Score -2.064022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 176247 members 
Entering Unmasked Estep 
Score: -20640248.000000 Penalty: 5996.166016
	Iteration 51Q: 3 clusters Score -2.064025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 176274 members 
Entering Unmasked Estep 
Score: -20640248.000000 Penalty: 5996.166016
	Iteration 52Q: 3 clusters Score -2.064025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 176303 members 
Entering Unmasked Estep 
Score: -20640260.000000 Penalty: 5996.166016
	Iteration 53Q: 3 clusters Score -2.064026e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 176327 members 
Entering Unmasked Estep 
Score: -20640272.000000 Penalty: 5996.166016
	Iteration 54Q: 3 clusters Score -2.064027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 176343 members 
Entering Unmasked Estep 
Score: -20640272.000000 Penalty: 5996.166016
	Iteration 55Q: 3 clusters Score -2.064027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -20640282.000000 Penalty: 5996.166016
	Iteration 56Q: 3 clusters Score -2.064028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 176367 members 
Entering Unmasked Estep 
Score: -20640282.000000 Penalty: 5996.166016
	Iteration 57Q: 3 clusters Score -2.064028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -20640272.000000 Penalty: 5996.166016
	Iteration 58Q: 3 clusters Score -2.064027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 176393 members 
Entering Unmasked Estep 
Score: -20640294.000000 Penalty: 5996.166016
	Iteration 59Q: 3 clusters Score -2.064029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 176403 members 
Entering Unmasked Estep 
Score: -20640298.000000 Penalty: 5996.166016
	Iteration 60F: 3 clusters Score -2.06403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 176407 members 
Entering Unmasked Estep 
Score: -20640292.000000 Penalty: 5996.166016
	Iteration 61Q: 3 clusters Score -2.064029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -20640286.000000 Penalty: 5996.166016
	Iteration 62Q: 3 clusters Score -2.064029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 176424 members 
Entering Unmasked Estep 
Score: -20640288.000000 Penalty: 5996.166016
	Iteration 63Q: 3 clusters Score -2.064029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -20640302.000000 Penalty: 5996.166016
	Iteration 64Q: 3 clusters Score -2.06403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 176440 members 
Entering Unmasked Estep 
Score: -20640318.000000 Penalty: 5996.166016
	Iteration 65Q: 3 clusters Score -2.064032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -20640308.000000 Penalty: 5996.166016
	Iteration 66Q: 3 clusters Score -2.064031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 176452 members 
Entering Unmasked Estep 
Score: -20640320.000000 Penalty: 5996.166016
	Iteration 67Q: 3 clusters Score -2.064032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 176454 members 
Entering Unmasked Estep 
Score: -20640308.000000 Penalty: 5996.166016
	Iteration 68Q: 3 clusters Score -2.064031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 176458 members 
Entering Unmasked Estep 
Score: -20640304.000000 Penalty: 5996.166016
	Iteration 69Q: 3 clusters Score -2.06403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -20640302.000000 Penalty: 5996.166016
	Iteration 70Q: 3 clusters Score -2.06403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 176463 members 
Entering Unmasked Estep 
Score: -20640304.000000 Penalty: 5996.166016
	Iteration 71Q: 3 clusters Score -2.06403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -20640312.000000 Penalty: 5996.166016
	Iteration 72Q: 3 clusters Score -2.064031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 176466 members 
Entering Unmasked Estep 
Score: -20640314.000000 Penalty: 5996.166016
	Iteration 73Q: 3 clusters Score -2.064031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 176468 members 
Entering Unmasked Estep 
Score: -20640314.000000 Penalty: 5996.166016
	Iteration 74Q: 3 clusters Score -2.064031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 176471 members 
Entering Unmasked Estep 
Score: -20640310.000000 Penalty: 5996.166016
	Iteration 75Q: 3 clusters Score -2.064031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 176474 members 
Entering Unmasked Estep 
Score: -20640314.000000 Penalty: 5996.166016
	Iteration 76Q: 3 clusters Score -2.064031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 176477 members 
Entering Unmasked Estep 
Score: -20640308.000000 Penalty: 5996.166016
	Iteration 77Q: 3 clusters Score -2.064031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -20640312.000000 Penalty: 5996.166016
	Iteration 78Q: 3 clusters Score -2.064031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -20640296.000000 Penalty: 5996.166016
	Iteration 79Q: 3 clusters Score -2.06403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 176479 members 
Entering Unmasked Estep 
Score: -20640296.000000 Penalty: 5996.166016
	Iteration 80F: 3 clusters Score -2.06403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (211716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211716 members 
Entering Unmasked Estep 
Score: -24499280.000000 Penalty: 3041.224365
	Iteration 0F: 2 clusters Score -2.449928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105712 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -24361376.000000 Penalty: 6082.448730
	Iteration 0F: 3 clusters Score -2.436138e+07 nChanged 101958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101478 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -24422116.000000 Penalty: 6082.448730
	Iteration 1F: 3 clusters Score -2.442212e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 112939 members 
Entering Unmasked Estep 
Score: -24423862.000000 Penalty: 6082.448730
	Iteration 2Q: 3 clusters Score -2.442386e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -24426034.000000 Penalty: 6082.448730
	Iteration 3Q: 3 clusters Score -2.442603e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 123321 members 
Entering Unmasked Estep 
Score: -24429634.000000 Penalty: 6082.448730
	Iteration 4Q: 3 clusters Score -2.442963e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79705 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -24435048.000000 Penalty: 6082.448730
	Iteration 5F: 3 clusters Score -2.443505e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 143479 members 
Entering Unmasked Estep 
Score: -24442830.000000 Penalty: 6082.448730
	Iteration 6F: 3 clusters Score -2.444283e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -24453214.000000 Penalty: 6082.448730
	Iteration 7F: 3 clusters Score -2.445321e+07 nChanged 15167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -24465138.000000 Penalty: 6082.448730
	Iteration 8F: 3 clusters Score -2.446514e+07 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 185861 members 
Entering Unmasked Estep 
Score: -24476718.000000 Penalty: 6082.448730
	Iteration 9F: 3 clusters Score -2.447672e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 196892 members 
Entering Unmasked Estep 
Score: -24485862.000000 Penalty: 6082.448730
	Iteration 10F: 3 clusters Score -2.448586e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 203899 members 
Entering Unmasked Estep 
Score: -24491408.000000 Penalty: 6082.448730
	Iteration 11Q: 3 clusters Score -2.449141e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 207613 members 
Entering Unmasked Estep 
Score: -24494160.000000 Penalty: 6082.448730
	Iteration 12Q: 3 clusters Score -2.449416e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 209348 members 
Entering Unmasked Estep 
Score: -24495332.000000 Penalty: 6082.448730
	Iteration 13Q: 3 clusters Score -2.449533e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 210161 members 
Entering Unmasked Estep 
Score: -24495886.000000 Penalty: 6082.448730
	Iteration 14Q: 3 clusters Score -2.449589e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 210558 members 
Entering Unmasked Estep 
Score: -24496158.000000 Penalty: 6082.448730
	Iteration 15Q: 3 clusters Score -2.449616e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 210767 members 
Entering Unmasked Estep 
Score: -24496346.000000 Penalty: 6082.448730
	Iteration 16Q: 3 clusters Score -2.449635e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 210877 members 
Entering Unmasked Estep 
Score: -24496422.000000 Penalty: 6082.448730
	Iteration 17Q: 3 clusters Score -2.449642e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 210948 members 
Entering Unmasked Estep 
Score: -24496436.000000 Penalty: 6082.448730
	Iteration 18Q: 3 clusters Score -2.449644e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 210987 members 
Entering Unmasked Estep 
Score: -24496460.000000 Penalty: 6082.448730
	Iteration 19Q: 3 clusters Score -2.449646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 211019 members 
Entering Unmasked Estep 
Score: -24496488.000000 Penalty: 6082.448730
	Iteration 20F: 3 clusters Score -2.449649e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 211042 members 
Entering Unmasked Estep 
Score: -24496528.000000 Penalty: 6082.448730
	Iteration 21Q: 3 clusters Score -2.449653e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 211056 members 
Entering Unmasked Estep 
Score: -24496546.000000 Penalty: 6082.448730
	Iteration 22Q: 3 clusters Score -2.449655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 211073 members 
Entering Unmasked Estep 
Score: -24496568.000000 Penalty: 6082.448730
	Iteration 23Q: 3 clusters Score -2.449657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 211080 members 
Entering Unmasked Estep 
Score: -24496580.000000 Penalty: 6082.448730
	Iteration 24Q: 3 clusters Score -2.449658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 211089 members 
Entering Unmasked Estep 
Score: -24496564.000000 Penalty: 6082.448730
	Iteration 25Q: 3 clusters Score -2.449656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 211097 members 
Entering Unmasked Estep 
Score: -24496588.000000 Penalty: 6082.448730
	Iteration 26Q: 3 clusters Score -2.449659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 211099 members 
Entering Unmasked Estep 
Score: -24496604.000000 Penalty: 6082.448730
	Iteration 27Q: 3 clusters Score -2.44966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 211103 members 
Entering Unmasked Estep 
Score: -24496592.000000 Penalty: 6082.448730
	Iteration 28Q: 3 clusters Score -2.449659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 211105 members 
Entering Unmasked Estep 
Score: -24496600.000000 Penalty: 6082.448730
	Iteration 29Q: 3 clusters Score -2.44966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 211104 members 
Entering Unmasked Estep 
Score: -24496614.000000 Penalty: 6082.448730
	Iteration 30Q: 3 clusters Score -2.449661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 211102 members 
Entering Unmasked Estep 
Score: -24496592.000000 Penalty: 6082.448730
	Iteration 31Q: 3 clusters Score -2.449659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 211103 members 
Entering Unmasked Estep 
Score: -24496594.000000 Penalty: 6082.448730
	Iteration 32Q: 3 clusters Score -2.449659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 211108 members 
Entering Unmasked Estep 
Score: -24496594.000000 Penalty: 6082.448730
	Iteration 33Q: 3 clusters Score -2.449659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 211108 members 
Entering Unmasked Estep 
Score: -24496594.000000 Penalty: 6082.448730
	Iteration 34F: 3 clusters Score -2.449659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Entering Unmasked Estep 
Score: -3421292.750000 Penalty: 2559.611084
	Iteration 0F: 2 clusters Score -3421293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3400499.500000 Penalty: 5119.222168
	Iteration 0F: 3 clusters Score -3400500 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3408171.750000 Penalty: 5119.222168
	Iteration 1F: 3 clusters Score -3408172 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -3409224.750000 Penalty: 5119.222168
	Iteration 2F: 3 clusters Score -3409225 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3410837.000000 Penalty: 5119.222168
	Iteration 3F: 3 clusters Score -3410837 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -3413346.250000 Penalty: 5119.222168
	Iteration 4F: 3 clusters Score -3413346 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3416483.250000 Penalty: 5119.222168
	Iteration 5F: 3 clusters Score -3416483 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -3419106.000000 Penalty: 5119.222168
	Iteration 6F: 3 clusters Score -3419106 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3420580.000000 Penalty: 5119.222168
	Iteration 7F: 3 clusters Score -3420580 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3421295.000000 Penalty: 5119.222168
	Iteration 8Q: 3 clusters Score -3421295 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -3421659.000000 Penalty: 5119.222168
	Iteration 9Q: 3 clusters Score -3421659 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3421854.750000 Penalty: 5119.222168
	Iteration 10Q: 3 clusters Score -3421855 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3421944.250000 Penalty: 5119.222168
	Iteration 11Q: 3 clusters Score -3421944 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -3422019.000000 Penalty: 5119.222168
	Iteration 12Q: 3 clusters Score -3422019 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3422069.500000 Penalty: 5119.222168
	Iteration 13Q: 3 clusters Score -3422070 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3422115.000000 Penalty: 5119.222168
	Iteration 14Q: 3 clusters Score -3422115 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3422160.250000 Penalty: 5119.222168
	Iteration 15Q: 3 clusters Score -3422160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3422192.500000 Penalty: 5119.222168
	Iteration 16Q: 3 clusters Score -3422192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3422227.000000 Penalty: 5119.222168
	Iteration 17Q: 3 clusters Score -3422227 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3422257.750000 Penalty: 5119.222168
	Iteration 18Q: 3 clusters Score -3422258 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3422292.750000 Penalty: 5119.222168
	Iteration 19Q: 3 clusters Score -3422293 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3422332.250000 Penalty: 5119.222168
	Iteration 20F: 3 clusters Score -3422332 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3422377.250000 Penalty: 5119.222168
	Iteration 21Q: 3 clusters Score -3422377 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3422422.750000 Penalty: 5119.222168
	Iteration 22Q: 3 clusters Score -3422423 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3422495.250000 Penalty: 5119.222168
	Iteration 23Q: 3 clusters Score -3422495 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3422541.750000 Penalty: 5119.222168
	Iteration 24Q: 3 clusters Score -3422542 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3422612.750000 Penalty: 5119.222168
	Iteration 25Q: 3 clusters Score -3422613 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3422680.500000 Penalty: 5119.222168
	Iteration 26Q: 3 clusters Score -3422680 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3422723.250000 Penalty: 5119.222168
	Iteration 27Q: 3 clusters Score -3422723 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3422762.500000 Penalty: 5119.222168
	Iteration 28Q: 3 clusters Score -3422762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3422785.750000 Penalty: 5119.222168
	Iteration 29Q: 3 clusters Score -3422786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3422812.750000 Penalty: 5119.222168
	Iteration 30Q: 3 clusters Score -3422813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -3422830.250000 Penalty: 5119.222168
	Iteration 31Q: 3 clusters Score -3422830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3422843.250000 Penalty: 5119.222168
	Iteration 32Q: 3 clusters Score -3422843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -3422847.000000 Penalty: 5119.222168
	Iteration 33Q: 3 clusters Score -3422847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3422843.500000 Penalty: 5119.222168
	Iteration 34Q: 3 clusters Score -3422844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3422847.000000 Penalty: 5119.222168
	Iteration 35Q: 3 clusters Score -3422847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3422848.250000 Penalty: 5119.222168
	Iteration 36Q: 3 clusters Score -3422848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3422852.000000 Penalty: 5119.222168
	Iteration 37Q: 3 clusters Score -3422852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -3422858.250000 Penalty: 5119.222168
	Iteration 38Q: 3 clusters Score -3422858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3422852.250000 Penalty: 5119.222168
	Iteration 39Q: 3 clusters Score -3422852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3422848.750000 Penalty: 5119.222168
	Iteration 40F: 3 clusters Score -3422849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3422852.000000 Penalty: 5119.222168
	Iteration 41Q: 3 clusters Score -3422852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3422850.000000 Penalty: 5119.222168
	Iteration 42Q: 3 clusters Score -3422850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3422849.750000 Penalty: 5119.222168
	Iteration 43Q: 3 clusters Score -3422850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3422850.250000 Penalty: 5119.222168
	Iteration 44Q: 3 clusters Score -3422850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3422851.750000 Penalty: 5119.222168
	Iteration 45Q: 3 clusters Score -3422852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3422851.750000 Penalty: 5119.222168
	Iteration 46F: 3 clusters Score -3422852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 218021 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 48525 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Entering Unmasked Estep 
Score: -225881456.000000 Penalty: 122392.429688
Splitting cluster 5 changes total score from -225878976.000000 to -225881456.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 6 (168493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Entering Unmasked Estep 
Score: -19960656.000000 Penalty: 2984.593262
	Iteration 0F: 2 clusters Score -1.996066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 84596 members 
Entering Unmasked Estep 
Score: -19850784.000000 Penalty: 5969.186523
	Iteration 0F: 3 clusters Score -1.985078e+07 nChanged 80880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 89330 members 
Entering Unmasked Estep 
Score: -19897672.000000 Penalty: 5969.186523
	Iteration 1F: 3 clusters Score -1.989767e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -19899152.000000 Penalty: 5969.186523
	Iteration 2Q: 3 clusters Score -1.989915e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 98034 members 
Entering Unmasked Estep 
Score: -19901538.000000 Penalty: 5969.186523
	Iteration 3Q: 3 clusters Score -1.990154e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62253 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -19906144.000000 Penalty: 5969.186523
	Iteration 4F: 3 clusters Score -1.990614e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50213 members 
Mstep: Class 2 contains 118280 members 
Entering Unmasked Estep 
Score: -19914764.000000 Penalty: 5969.186523
	Iteration 5F: 3 clusters Score -1.991476e+07 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 133677 members 
Entering Unmasked Estep 
Score: -19928720.000000 Penalty: 5969.186523
	Iteration 6F: 3 clusters Score -1.992872e+07 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 148419 members 
Entering Unmasked Estep 
Score: -19943624.000000 Penalty: 5969.186523
	Iteration 7F: 3 clusters Score -1.994362e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -19952918.000000 Penalty: 5969.186523
	Iteration 8F: 3 clusters Score -1.995292e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -19956320.000000 Penalty: 5969.186523
	Iteration 9Q: 3 clusters Score -1.995632e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 165948 members 
Entering Unmasked Estep 
Score: -19957522.000000 Penalty: 5969.186523
	Iteration 10Q: 3 clusters Score -1.995752e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 166984 members 
Entering Unmasked Estep 
Score: -19957972.000000 Penalty: 5969.186523
	Iteration 11Q: 3 clusters Score -1.995797e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -19958066.000000 Penalty: 5969.186523
	Iteration 12Q: 3 clusters Score -1.995807e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 167692 members 
Entering Unmasked Estep 
Score: -19958186.000000 Penalty: 5969.186523
	Iteration 13Q: 3 clusters Score -1.995819e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 167817 members 
Entering Unmasked Estep 
Score: -19958280.000000 Penalty: 5969.186523
	Iteration 14Q: 3 clusters Score -1.995828e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 167897 members 
Entering Unmasked Estep 
Score: -19958304.000000 Penalty: 5969.186523
	Iteration 15Q: 3 clusters Score -1.99583e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 167939 members 
Entering Unmasked Estep 
Score: -19958338.000000 Penalty: 5969.186523
	Iteration 16Q: 3 clusters Score -1.995834e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 167969 members 
Entering Unmasked Estep 
Score: -19958348.000000 Penalty: 5969.186523
	Iteration 17Q: 3 clusters Score -1.995835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 167992 members 
Entering Unmasked Estep 
Score: -19958368.000000 Penalty: 5969.186523
	Iteration 18Q: 3 clusters Score -1.995837e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 168008 members 
Entering Unmasked Estep 
Score: -19958388.000000 Penalty: 5969.186523
	Iteration 19Q: 3 clusters Score -1.995839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 168017 members 
Entering Unmasked Estep 
Score: -19958400.000000 Penalty: 5969.186523
	Iteration 20F: 3 clusters Score -1.99584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -19958410.000000 Penalty: 5969.186523
	Iteration 21Q: 3 clusters Score -1.995841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 168031 members 
Entering Unmasked Estep 
Score: -19958410.000000 Penalty: 5969.186523
	Iteration 22Q: 3 clusters Score -1.995841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -19958430.000000 Penalty: 5969.186523
	Iteration 23Q: 3 clusters Score -1.995843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 168041 members 
Entering Unmasked Estep 
Score: -19958426.000000 Penalty: 5969.186523
	Iteration 24Q: 3 clusters Score -1.995843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -19958430.000000 Penalty: 5969.186523
	Iteration 25Q: 3 clusters Score -1.995843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 168047 members 
Entering Unmasked Estep 
Score: -19958422.000000 Penalty: 5969.186523
	Iteration 26Q: 3 clusters Score -1.995842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -19958428.000000 Penalty: 5969.186523
	Iteration 27Q: 3 clusters Score -1.995843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -19958424.000000 Penalty: 5969.186523
	Iteration 28Q: 3 clusters Score -1.995842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 168052 members 
Entering Unmasked Estep 
Score: -19958424.000000 Penalty: 5969.186523
	Iteration 29F: 3 clusters Score -1.995842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -230725.843750 Penalty: 1922.259277
	Iteration 0F: 2 clusters Score -230725.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -227956.890625 Penalty: 3844.518555
	Iteration 0F: 3 clusters Score -227956.9 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229153.984375 Penalty: 3844.518555
	Iteration 1F: 3 clusters Score -229154 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -230852.984375 Penalty: 3844.518555
	Iteration 2F: 3 clusters Score -230853 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232204.390625 Penalty: 3844.518555
	Iteration 3F: 3 clusters Score -232204.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233344.328125 Penalty: 3844.518555
	Iteration 4F: 3 clusters Score -233344.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -233993.875000 Penalty: 3844.518555
	Iteration 5F: 3 clusters Score -233993.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -234252.234375 Penalty: 3844.518555
	Iteration 6Q: 3 clusters Score -234252.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -234295.218750 Penalty: 3844.518555
	Iteration 7Q: 3 clusters Score -234295.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -234309.859375 Penalty: 3844.518555
	Iteration 8Q: 3 clusters Score -234309.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -234324.406250 Penalty: 3844.518555
	Iteration 9Q: 3 clusters Score -234324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -234339.171875 Penalty: 3844.518555
	Iteration 10Q: 3 clusters Score -234339.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -234350.031250 Penalty: 3844.518555
	Iteration 11Q: 3 clusters Score -234350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -234353.156250 Penalty: 3844.518555
	Iteration 12Q: 3 clusters Score -234353.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -234355.734375 Penalty: 3844.518555
	Iteration 13Q: 3 clusters Score -234355.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -234356.531250 Penalty: 3844.518555
	Iteration 14Q: 3 clusters Score -234356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -234358.562500 Penalty: 3844.518555
	Iteration 15Q: 3 clusters Score -234358.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -234358.562500 Penalty: 3844.518555
	Iteration 16F: 3 clusters Score -234358.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 9 contains 218021 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 48525 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 900 members 
Entering Unmasked Estep 
Score: -225883680.000000 Penalty: 125992.203125
Splitting cluster 7 changes total score from -225878976.000000 to -225883680.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (12302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Entering Unmasked Estep 
Score: -1331675.125000 Penalty: 2335.544189
	Iteration 0F: 2 clusters Score -1331675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1322568.875000 Penalty: 4671.088379
	Iteration 0F: 3 clusters Score -1322569 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1326209.250000 Penalty: 4671.088379
	Iteration 1F: 3 clusters Score -1326209 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1327655.125000 Penalty: 4671.088379
	Iteration 2F: 3 clusters Score -1327655 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1329006.000000 Penalty: 4671.088379
	Iteration 3F: 3 clusters Score -1329006 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1330105.375000 Penalty: 4671.088379
	Iteration 4F: 3 clusters Score -1330105 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1330863.125000 Penalty: 4671.088379
	Iteration 5F: 3 clusters Score -1330863 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1331379.500000 Penalty: 4671.088379
	Iteration 6Q: 3 clusters Score -1331380 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1331741.250000 Penalty: 4671.088379
	Iteration 7Q: 3 clusters Score -1331741 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1332055.750000 Penalty: 4671.088379
	Iteration 8Q: 3 clusters Score -1332056 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1332351.125000 Penalty: 4671.088379
	Iteration 9Q: 3 clusters Score -1332351 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1332606.625000 Penalty: 4671.088379
	Iteration 10Q: 3 clusters Score -1332607 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1332763.250000 Penalty: 4671.088379
	Iteration 11Q: 3 clusters Score -1332763 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1332870.125000 Penalty: 4671.088379
	Iteration 12Q: 3 clusters Score -1332870 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1332954.500000 Penalty: 4671.088379
	Iteration 13Q: 3 clusters Score -1332954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1332985.375000 Penalty: 4671.088379
	Iteration 14Q: 3 clusters Score -1332985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1333003.375000 Penalty: 4671.088379
	Iteration 15Q: 3 clusters Score -1333003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1333016.500000 Penalty: 4671.088379
	Iteration 16Q: 3 clusters Score -1333016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1333026.875000 Penalty: 4671.088379
	Iteration 17Q: 3 clusters Score -1333027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1333033.000000 Penalty: 4671.088379
	Iteration 18Q: 3 clusters Score -1333033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1333037.375000 Penalty: 4671.088379
	Iteration 19Q: 3 clusters Score -1333037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1333041.125000 Penalty: 4671.088379
	Iteration 20F: 3 clusters Score -1333041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1333046.375000 Penalty: 4671.088379
	Iteration 21Q: 3 clusters Score -1333046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1333049.500000 Penalty: 4671.088379
	Iteration 22Q: 3 clusters Score -1333050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1333061.125000 Penalty: 4671.088379
	Iteration 23Q: 3 clusters Score -1333061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1333066.500000 Penalty: 4671.088379
	Iteration 24Q: 3 clusters Score -1333066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1333071.125000 Penalty: 4671.088379
	Iteration 25Q: 3 clusters Score -1333071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1333076.375000 Penalty: 4671.088379
	Iteration 26Q: 3 clusters Score -1333076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1333076.375000 Penalty: 4671.088379
	Iteration 27Q: 3 clusters Score -1333076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1333079.750000 Penalty: 4671.088379
	Iteration 28Q: 3 clusters Score -1333080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1333087.375000 Penalty: 4671.088379
	Iteration 29Q: 3 clusters Score -1333087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1333088.125000 Penalty: 4671.088379
	Iteration 30Q: 3 clusters Score -1333088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1333097.625000 Penalty: 4671.088379
	Iteration 31Q: 3 clusters Score -1333098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1333100.250000 Penalty: 4671.088379
	Iteration 32Q: 3 clusters Score -1333100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1333103.500000 Penalty: 4671.088379
	Iteration 33Q: 3 clusters Score -1333104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1333102.500000 Penalty: 4671.088379
	Iteration 34Q: 3 clusters Score -1333102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1333102.500000 Penalty: 4671.088379
	Iteration 35F: 3 clusters Score -1333102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 218021 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 48525 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1565 members 
Entering Unmasked Estep 
Score: -225884608.000000 Penalty: 129591.984375
Splitting cluster 8 changes total score from -225878976.000000 to -225884608.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (218021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218021 members 
Entering Unmasked Estep 
Score: -25437720.000000 Penalty: 3048.501953
	Iteration 0F: 2 clusters Score -2.543772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109192 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -25303394.000000 Penalty: 6097.003906
	Iteration 0F: 3 clusters Score -2.530339e+07 nChanged 105247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 103772 members 
Entering Unmasked Estep 
Score: -25366424.000000 Penalty: 6097.003906
	Iteration 1F: 3 clusters Score -2.536642e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 100099 members 
Entering Unmasked Estep 
Score: -25369788.000000 Penalty: 6097.003906
	Iteration 2Q: 3 clusters Score -2.536979e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123500 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -25375356.000000 Penalty: 6097.003906
	Iteration 3F: 3 clusters Score -2.537536e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131555 members 
Mstep: Class 2 contains 86466 members 
Entering Unmasked Estep 
Score: -25385126.000000 Penalty: 6097.003906
	Iteration 4F: 3 clusters Score -2.538513e+07 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -25397786.000000 Penalty: 6097.003906
	Iteration 5F: 3 clusters Score -2.539779e+07 nChanged 17085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -25410140.000000 Penalty: 6097.003906
	Iteration 6F: 3 clusters Score -2.541014e+07 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160797 members 
Mstep: Class 2 contains 57224 members 
Entering Unmasked Estep 
Score: -25421062.000000 Penalty: 6097.003906
	Iteration 7F: 3 clusters Score -2.542106e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167630 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -25429702.000000 Penalty: 6097.003906
	Iteration 8Q: 3 clusters Score -2.54297e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172977 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -25435098.000000 Penalty: 6097.003906
	Iteration 9Q: 3 clusters Score -2.54351e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177102 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -25437488.000000 Penalty: 6097.003906
	Iteration 10Q: 3 clusters Score -2.543749e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180732 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -25438122.000000 Penalty: 6097.003906
	Iteration 11Q: 3 clusters Score -2.543812e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -25438640.000000 Penalty: 6097.003906
	Iteration 12Q: 3 clusters Score -2.543864e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186726 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -25438924.000000 Penalty: 6097.003906
	Iteration 13Q: 3 clusters Score -2.543892e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189176 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -25439224.000000 Penalty: 6097.003906
	Iteration 14Q: 3 clusters Score -2.543922e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191377 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -25439322.000000 Penalty: 6097.003906
	Iteration 15Q: 3 clusters Score -2.543932e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -25439672.000000 Penalty: 6097.003906
	Iteration 16Q: 3 clusters Score -2.543967e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194891 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -25439858.000000 Penalty: 6097.003906
	Iteration 17Q: 3 clusters Score -2.543986e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196304 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -25439946.000000 Penalty: 6097.003906
	Iteration 18Q: 3 clusters Score -2.543995e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197573 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -25440078.000000 Penalty: 6097.003906
	Iteration 19Q: 3 clusters Score -2.544008e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198708 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -25440176.000000 Penalty: 6097.003906
	Iteration 20F: 3 clusters Score -2.544018e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199658 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -25440350.000000 Penalty: 6097.003906
	Iteration 21Q: 3 clusters Score -2.544035e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200515 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -25440486.000000 Penalty: 6097.003906
	Iteration 22Q: 3 clusters Score -2.544049e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201221 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -25440518.000000 Penalty: 6097.003906
	Iteration 23Q: 3 clusters Score -2.544052e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201861 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -25440454.000000 Penalty: 6097.003906
	Iteration 24Q: 3 clusters Score -2.544045e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202406 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -25440504.000000 Penalty: 6097.003906
	Iteration 25Q: 3 clusters Score -2.54405e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202917 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -25440392.000000 Penalty: 6097.003906
	Iteration 26Q: 3 clusters Score -2.544039e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203394 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -25440354.000000 Penalty: 6097.003906
	Iteration 27Q: 3 clusters Score -2.544035e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203844 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -25440364.000000 Penalty: 6097.003906
	Iteration 28Q: 3 clusters Score -2.544036e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204231 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -25440370.000000 Penalty: 6097.003906
	Iteration 29Q: 3 clusters Score -2.544037e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204576 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -25440350.000000 Penalty: 6097.003906
	Iteration 30Q: 3 clusters Score -2.544035e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204890 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -25440248.000000 Penalty: 6097.003906
	Iteration 31Q: 3 clusters Score -2.544025e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205164 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -25440186.000000 Penalty: 6097.003906
	Iteration 32Q: 3 clusters Score -2.544019e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205391 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -25440188.000000 Penalty: 6097.003906
	Iteration 33Q: 3 clusters Score -2.544019e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205604 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -25440210.000000 Penalty: 6097.003906
	Iteration 34Q: 3 clusters Score -2.544021e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205776 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -25440210.000000 Penalty: 6097.003906
	Iteration 35Q: 3 clusters Score -2.544021e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205906 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -25440160.000000 Penalty: 6097.003906
	Iteration 36Q: 3 clusters Score -2.544016e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206020 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -25440194.000000 Penalty: 6097.003906
	Iteration 37Q: 3 clusters Score -2.544019e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206141 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -25440166.000000 Penalty: 6097.003906
	Iteration 38Q: 3 clusters Score -2.544017e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206257 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -25440146.000000 Penalty: 6097.003906
	Iteration 39Q: 3 clusters Score -2.544015e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206341 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -25440120.000000 Penalty: 6097.003906
	Iteration 40F: 3 clusters Score -2.544012e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206410 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -25440112.000000 Penalty: 6097.003906
	Iteration 41Q: 3 clusters Score -2.544011e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206478 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -25440104.000000 Penalty: 6097.003906
	Iteration 42Q: 3 clusters Score -2.54401e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206535 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -25440104.000000 Penalty: 6097.003906
	Iteration 43Q: 3 clusters Score -2.54401e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206590 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -25440134.000000 Penalty: 6097.003906
	Iteration 44Q: 3 clusters Score -2.544013e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206643 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -25440136.000000 Penalty: 6097.003906
	Iteration 45Q: 3 clusters Score -2.544014e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206687 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -25440134.000000 Penalty: 6097.003906
	Iteration 46Q: 3 clusters Score -2.544013e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206723 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -25440086.000000 Penalty: 6097.003906
	Iteration 47Q: 3 clusters Score -2.544009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206761 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -25440072.000000 Penalty: 6097.003906
	Iteration 48Q: 3 clusters Score -2.544007e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206810 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -25440044.000000 Penalty: 6097.003906
	Iteration 49Q: 3 clusters Score -2.544004e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206852 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -25440050.000000 Penalty: 6097.003906
	Iteration 50Q: 3 clusters Score -2.544005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206903 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -25440082.000000 Penalty: 6097.003906
	Iteration 51Q: 3 clusters Score -2.544008e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206941 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -25440092.000000 Penalty: 6097.003906
	Iteration 52Q: 3 clusters Score -2.544009e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206988 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -25440036.000000 Penalty: 6097.003906
	Iteration 53Q: 3 clusters Score -2.544004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207034 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -25440076.000000 Penalty: 6097.003906
	Iteration 54Q: 3 clusters Score -2.544008e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207077 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -25440066.000000 Penalty: 6097.003906
	Iteration 55Q: 3 clusters Score -2.544007e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207118 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -25440042.000000 Penalty: 6097.003906
	Iteration 56Q: 3 clusters Score -2.544004e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207162 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -25440062.000000 Penalty: 6097.003906
	Iteration 57Q: 3 clusters Score -2.544006e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207199 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -25440056.000000 Penalty: 6097.003906
	Iteration 58Q: 3 clusters Score -2.544006e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207241 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -25440048.000000 Penalty: 6097.003906
	Iteration 59Q: 3 clusters Score -2.544005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207280 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -25440036.000000 Penalty: 6097.003906
	Iteration 60F: 3 clusters Score -2.544004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207323 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -25440044.000000 Penalty: 6097.003906
	Iteration 61Q: 3 clusters Score -2.544004e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207363 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -25440056.000000 Penalty: 6097.003906
	Iteration 62Q: 3 clusters Score -2.544006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207401 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -25440050.000000 Penalty: 6097.003906
	Iteration 63Q: 3 clusters Score -2.544005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207440 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -25440028.000000 Penalty: 6097.003906
	Iteration 64Q: 3 clusters Score -2.544003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207476 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -25440008.000000 Penalty: 6097.003906
	Iteration 65Q: 3 clusters Score -2.544001e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207524 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -25440002.000000 Penalty: 6097.003906
	Iteration 66Q: 3 clusters Score -2.544e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207573 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -25440022.000000 Penalty: 6097.003906
	Iteration 67Q: 3 clusters Score -2.544002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207609 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -25440022.000000 Penalty: 6097.003906
	Iteration 68Q: 3 clusters Score -2.544002e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207631 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -25439986.000000 Penalty: 6097.003906
	Iteration 69Q: 3 clusters Score -2.543999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207645 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -25439976.000000 Penalty: 6097.003906
	Iteration 70Q: 3 clusters Score -2.543998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207661 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -25440012.000000 Penalty: 6097.003906
	Iteration 71Q: 3 clusters Score -2.544001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207677 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -25439998.000000 Penalty: 6097.003906
	Iteration 72Q: 3 clusters Score -2.544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207693 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -25440002.000000 Penalty: 6097.003906
	Iteration 73Q: 3 clusters Score -2.544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207714 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -25439996.000000 Penalty: 6097.003906
	Iteration 74Q: 3 clusters Score -2.544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207735 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -25439986.000000 Penalty: 6097.003906
	Iteration 75Q: 3 clusters Score -2.543999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207750 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -25439966.000000 Penalty: 6097.003906
	Iteration 76Q: 3 clusters Score -2.543997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207764 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -25439964.000000 Penalty: 6097.003906
	Iteration 77Q: 3 clusters Score -2.543996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207780 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -25439958.000000 Penalty: 6097.003906
	Iteration 78Q: 3 clusters Score -2.543996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207803 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -25439938.000000 Penalty: 6097.003906
	Iteration 79Q: 3 clusters Score -2.543994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207820 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -25439952.000000 Penalty: 6097.003906
	Iteration 80F: 3 clusters Score -2.543995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207835 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -25439940.000000 Penalty: 6097.003906
	Iteration 81Q: 3 clusters Score -2.543994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207848 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -25439948.000000 Penalty: 6097.003906
	Iteration 82Q: 3 clusters Score -2.543995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207861 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -25439946.000000 Penalty: 6097.003906
	Iteration 83Q: 3 clusters Score -2.543995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207876 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -25439932.000000 Penalty: 6097.003906
	Iteration 84Q: 3 clusters Score -2.543993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207893 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -25439940.000000 Penalty: 6097.003906
	Iteration 85Q: 3 clusters Score -2.543994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207912 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -25439956.000000 Penalty: 6097.003906
	Iteration 86Q: 3 clusters Score -2.543996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207927 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -25439954.000000 Penalty: 6097.003906
	Iteration 87Q: 3 clusters Score -2.543995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207938 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -25439978.000000 Penalty: 6097.003906
	Iteration 88Q: 3 clusters Score -2.543998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207947 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -25439986.000000 Penalty: 6097.003906
	Iteration 89Q: 3 clusters Score -2.543999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207955 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -25439970.000000 Penalty: 6097.003906
	Iteration 90Q: 3 clusters Score -2.543997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207962 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -25439968.000000 Penalty: 6097.003906
	Iteration 91Q: 3 clusters Score -2.543997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207969 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -25439958.000000 Penalty: 6097.003906
	Iteration 92Q: 3 clusters Score -2.543996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207973 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -25439960.000000 Penalty: 6097.003906
	Iteration 93Q: 3 clusters Score -2.543996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207977 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -25439954.000000 Penalty: 6097.003906
	Iteration 94Q: 3 clusters Score -2.543995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207983 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -25439958.000000 Penalty: 6097.003906
	Iteration 95Q: 3 clusters Score -2.543996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207986 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -25439956.000000 Penalty: 6097.003906
	Iteration 96Q: 3 clusters Score -2.543996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207988 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -25439952.000000 Penalty: 6097.003906
	Iteration 97Q: 3 clusters Score -2.543995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207990 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -25439948.000000 Penalty: 6097.003906
	Iteration 98Q: 3 clusters Score -2.543995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207994 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -25439960.000000 Penalty: 6097.003906
	Iteration 99Q: 3 clusters Score -2.543996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207998 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -25439968.000000 Penalty: 6097.003906
	Iteration 100F: 3 clusters Score -2.543997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208003 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -25439938.000000 Penalty: 6097.003906
	Iteration 101Q: 3 clusters Score -2.543994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208009 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -25439952.000000 Penalty: 6097.003906
	Iteration 102Q: 3 clusters Score -2.543995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208016 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -25439948.000000 Penalty: 6097.003906
	Iteration 103Q: 3 clusters Score -2.543995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208025 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -25439950.000000 Penalty: 6097.003906
	Iteration 104Q: 3 clusters Score -2.543995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208035 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -25439920.000000 Penalty: 6097.003906
	Iteration 105Q: 3 clusters Score -2.543992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208043 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -25439934.000000 Penalty: 6097.003906
	Iteration 106Q: 3 clusters Score -2.543993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208049 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -25439954.000000 Penalty: 6097.003906
	Iteration 107Q: 3 clusters Score -2.543995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208055 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -25439956.000000 Penalty: 6097.003906
	Iteration 108Q: 3 clusters Score -2.543996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208063 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -25439942.000000 Penalty: 6097.003906
	Iteration 109Q: 3 clusters Score -2.543994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208069 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -25439936.000000 Penalty: 6097.003906
	Iteration 110Q: 3 clusters Score -2.543994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208072 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -25439928.000000 Penalty: 6097.003906
	Iteration 111Q: 3 clusters Score -2.543993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208073 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -25439928.000000 Penalty: 6097.003906
	Iteration 112Q: 3 clusters Score -2.543993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208075 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -25439932.000000 Penalty: 6097.003906
	Iteration 113Q: 3 clusters Score -2.543993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208077 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -25439940.000000 Penalty: 6097.003906
	Iteration 114Q: 3 clusters Score -2.543994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208079 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -25439940.000000 Penalty: 6097.003906
	Iteration 115Q: 3 clusters Score -2.543994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208080 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -25439936.000000 Penalty: 6097.003906
	Iteration 116Q: 3 clusters Score -2.543994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208080 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -25439936.000000 Penalty: 6097.003906
	Iteration 117F: 3 clusters Score -2.543994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 208080 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 13253 members 
Mstep: Class 18 contains 48525 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 9941 members 
Entering Unmasked Estep 
Score: -225886000.000000 Penalty: 133191.765625
Splitting cluster 9 changes total score from -225878976.000000 to -225886000.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 10 (14993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Entering Unmasked Estep 
Score: -1777275.500000 Penalty: 2384.604004
	Iteration 0F: 2 clusters Score -1777276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1766469.500000 Penalty: 4769.208008
	Iteration 0F: 3 clusters Score -1766470 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1770086.375000 Penalty: 4769.208008
	Iteration 1F: 3 clusters Score -1770086 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1770469.875000 Penalty: 4769.208008
	Iteration 2F: 3 clusters Score -1770470 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1770771.500000 Penalty: 4769.208008
	Iteration 3Q: 3 clusters Score -1770772 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1771054.250000 Penalty: 4769.208008
	Iteration 4Q: 3 clusters Score -1771054 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1771343.875000 Penalty: 4769.208008
	Iteration 5Q: 3 clusters Score -1771344 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1771660.625000 Penalty: 4769.208008
	Iteration 6Q: 3 clusters Score -1771661 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1772017.875000 Penalty: 4769.208008
	Iteration 7Q: 3 clusters Score -1772018 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1772426.375000 Penalty: 4769.208008
	Iteration 8Q: 3 clusters Score -1772426 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1772876.625000 Penalty: 4769.208008
	Iteration 9Q: 3 clusters Score -1772877 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1773290.500000 Penalty: 4769.208008
	Iteration 10Q: 3 clusters Score -1773290 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1773677.250000 Penalty: 4769.208008
	Iteration 11Q: 3 clusters Score -1773677 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1774084.625000 Penalty: 4769.208008
	Iteration 12Q: 3 clusters Score -1774085 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1774494.375000 Penalty: 4769.208008
	Iteration 13Q: 3 clusters Score -1774494 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1774792.000000 Penalty: 4769.208008
	Iteration 14Q: 3 clusters Score -1774792 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1774993.000000 Penalty: 4769.208008
	Iteration 15Q: 3 clusters Score -1774993 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1775111.250000 Penalty: 4769.208008
	Iteration 16Q: 3 clusters Score -1775111 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1775197.000000 Penalty: 4769.208008
	Iteration 17Q: 3 clusters Score -1775197 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1775256.000000 Penalty: 4769.208008
	Iteration 18Q: 3 clusters Score -1775256 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1775310.625000 Penalty: 4769.208008
	Iteration 19Q: 3 clusters Score -1775311 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1775350.375000 Penalty: 4769.208008
	Iteration 20F: 3 clusters Score -1775350 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1775383.625000 Penalty: 4769.208008
	Iteration 21Q: 3 clusters Score -1775384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1775402.625000 Penalty: 4769.208008
	Iteration 22Q: 3 clusters Score -1775403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1775419.250000 Penalty: 4769.208008
	Iteration 23Q: 3 clusters Score -1775419 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1775430.125000 Penalty: 4769.208008
	Iteration 24Q: 3 clusters Score -1775430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1775436.000000 Penalty: 4769.208008
	Iteration 25Q: 3 clusters Score -1775436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1775447.750000 Penalty: 4769.208008
	Iteration 26Q: 3 clusters Score -1775448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1775449.875000 Penalty: 4769.208008
	Iteration 27Q: 3 clusters Score -1775450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1775451.750000 Penalty: 4769.208008
	Iteration 28Q: 3 clusters Score -1775452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1775464.750000 Penalty: 4769.208008
	Iteration 29Q: 3 clusters Score -1775465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1775472.500000 Penalty: 4769.208008
	Iteration 30Q: 3 clusters Score -1775472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1775484.375000 Penalty: 4769.208008
	Iteration 31Q: 3 clusters Score -1775484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1775491.500000 Penalty: 4769.208008
	Iteration 32Q: 3 clusters Score -1775492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1775487.500000 Penalty: 4769.208008
	Iteration 33Q: 3 clusters Score -1775488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1775493.625000 Penalty: 4769.208008
	Iteration 34Q: 3 clusters Score -1775494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1775497.500000 Penalty: 4769.208008
	Iteration 35Q: 3 clusters Score -1775498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1775494.500000 Penalty: 4769.208008
	Iteration 36Q: 3 clusters Score -1775494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1775496.125000 Penalty: 4769.208008
	Iteration 37Q: 3 clusters Score -1775496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1775499.375000 Penalty: 4769.208008
	Iteration 38Q: 3 clusters Score -1775499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1775504.375000 Penalty: 4769.208008
	Iteration 39Q: 3 clusters Score -1775504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1775504.250000 Penalty: 4769.208008
	Iteration 40F: 3 clusters Score -1775504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1775503.750000 Penalty: 4769.208008
	Iteration 41Q: 3 clusters Score -1775504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1775503.500000 Penalty: 4769.208008
	Iteration 42Q: 3 clusters Score -1775504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1775503.500000 Penalty: 4769.208008
	Iteration 43Q: 3 clusters Score -1775504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1775502.000000 Penalty: 4769.208008
	Iteration 44Q: 3 clusters Score -1775502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1775509.750000 Penalty: 4769.208008
	Iteration 45Q: 3 clusters Score -1775510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1775507.125000 Penalty: 4769.208008
	Iteration 46Q: 3 clusters Score -1775507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1775509.375000 Penalty: 4769.208008
	Iteration 47Q: 3 clusters Score -1775509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1775509.375000 Penalty: 4769.208008
	Iteration 48F: 3 clusters Score -1775509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Entering Unmasked Estep 
Score: -7211829.500000 Penalty: 2737.682617
	Iteration 0F: 2 clusters Score -7211830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -7170225.000000 Penalty: 5475.365234
	Iteration 0F: 3 clusters Score -7170225 nChanged 28856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -7186965.000000 Penalty: 5475.365234
	Iteration 1F: 3 clusters Score -7186965 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -7188790.500000 Penalty: 5475.365234
	Iteration 2F: 3 clusters Score -7188790 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -7191657.000000 Penalty: 5475.365234
	Iteration 3F: 3 clusters Score -7191657 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7195148.000000 Penalty: 5475.365234
	Iteration 4F: 3 clusters Score -7195148 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7198480.000000 Penalty: 5475.365234
	Iteration 5F: 3 clusters Score -7198480 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -7201019.000000 Penalty: 5475.365234
	Iteration 6F: 3 clusters Score -7201019 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -7202781.000000 Penalty: 5475.365234
	Iteration 7F: 3 clusters Score -7202781 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -7204080.000000 Penalty: 5475.365234
	Iteration 8Q: 3 clusters Score -7204080 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -7205187.000000 Penalty: 5475.365234
	Iteration 9Q: 3 clusters Score -7205187 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -7206231.500000 Penalty: 5475.365234
	Iteration 10Q: 3 clusters Score -7206232 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -7207246.000000 Penalty: 5475.365234
	Iteration 11Q: 3 clusters Score -7207246 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -7208137.000000 Penalty: 5475.365234
	Iteration 12Q: 3 clusters Score -7208137 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7208888.500000 Penalty: 5475.365234
	Iteration 13Q: 3 clusters Score -7208888 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -7209443.000000 Penalty: 5475.365234
	Iteration 14Q: 3 clusters Score -7209443 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -7209861.500000 Penalty: 5475.365234
	Iteration 15Q: 3 clusters Score -7209862 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -7210136.500000 Penalty: 5475.365234
	Iteration 16Q: 3 clusters Score -7210136 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -7210312.000000 Penalty: 5475.365234
	Iteration 17Q: 3 clusters Score -7210312 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -7210435.500000 Penalty: 5475.365234
	Iteration 18Q: 3 clusters Score -7210436 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -7210497.000000 Penalty: 5475.365234
	Iteration 19Q: 3 clusters Score -7210497 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -7210531.000000 Penalty: 5475.365234
	Iteration 20F: 3 clusters Score -7210531 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -7210545.000000 Penalty: 5475.365234
	Iteration 21Q: 3 clusters Score -7210545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -7210572.500000 Penalty: 5475.365234
	Iteration 22Q: 3 clusters Score -7210572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 60465 members 
Entering Unmasked Estep 
Score: -7210585.500000 Penalty: 5475.365234
	Iteration 23Q: 3 clusters Score -7210586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -7210586.000000 Penalty: 5475.365234
	Iteration 24Q: 3 clusters Score -7210586 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -7210587.000000 Penalty: 5475.365234
	Iteration 25Q: 3 clusters Score -7210587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -7210602.500000 Penalty: 5475.365234
	Iteration 26Q: 3 clusters Score -7210602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -7210612.000000 Penalty: 5475.365234
	Iteration 27Q: 3 clusters Score -7210612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -7210627.000000 Penalty: 5475.365234
	Iteration 28Q: 3 clusters Score -7210627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -7210630.000000 Penalty: 5475.365234
	Iteration 29Q: 3 clusters Score -7210630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -7210639.000000 Penalty: 5475.365234
	Iteration 30Q: 3 clusters Score -7210639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -7210639.500000 Penalty: 5475.365234
	Iteration 31Q: 3 clusters Score -7210640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -7210636.500000 Penalty: 5475.365234
	Iteration 32Q: 3 clusters Score -7210636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -7210642.500000 Penalty: 5475.365234
	Iteration 33Q: 3 clusters Score -7210642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -7210640.000000 Penalty: 5475.365234
	Iteration 34Q: 3 clusters Score -7210640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7210645.500000 Penalty: 5475.365234
	Iteration 35Q: 3 clusters Score -7210646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -7210648.500000 Penalty: 5475.365234
	Iteration 36Q: 3 clusters Score -7210648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 60729 members 
Entering Unmasked Estep 
Score: -7210640.500000 Penalty: 5475.365234
	Iteration 37Q: 3 clusters Score -7210640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -7210644.500000 Penalty: 5475.365234
	Iteration 38Q: 3 clusters Score -7210644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -7210648.500000 Penalty: 5475.365234
	Iteration 39Q: 3 clusters Score -7210648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -7210648.500000 Penalty: 5475.365234
	Iteration 40F: 3 clusters Score -7210648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -7210652.500000 Penalty: 5475.365234
	Iteration 41Q: 3 clusters Score -7210652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -7210647.500000 Penalty: 5475.365234
	Iteration 42Q: 3 clusters Score -7210648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -7210653.500000 Penalty: 5475.365234
	Iteration 43Q: 3 clusters Score -7210654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -7210647.000000 Penalty: 5475.365234
	Iteration 44Q: 3 clusters Score -7210647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -7210644.000000 Penalty: 5475.365234
	Iteration 45Q: 3 clusters Score -7210644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -7210644.000000 Penalty: 5475.365234
	Iteration 46F: 3 clusters Score -7210644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Entering Unmasked Estep 
Score: -4490672.000000 Penalty: 2638.114990
	Iteration 0F: 2 clusters Score -4490672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4462484.000000 Penalty: 5276.229980
	Iteration 0F: 3 clusters Score -4462484 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4473809.500000 Penalty: 5276.229980
	Iteration 1F: 3 clusters Score -4473810 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4475197.000000 Penalty: 5276.229980
	Iteration 2F: 3 clusters Score -4475197 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4477221.000000 Penalty: 5276.229980
	Iteration 3F: 3 clusters Score -4477221 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -4479562.000000 Penalty: 5276.229980
	Iteration 4F: 3 clusters Score -4479562 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4481492.000000 Penalty: 5276.229980
	Iteration 5F: 3 clusters Score -4481492 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4482929.500000 Penalty: 5276.229980
	Iteration 6F: 3 clusters Score -4482930 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4483987.000000 Penalty: 5276.229980
	Iteration 7Q: 3 clusters Score -4483987 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -4484858.000000 Penalty: 5276.229980
	Iteration 8Q: 3 clusters Score -4484858 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -4485655.000000 Penalty: 5276.229980
	Iteration 9Q: 3 clusters Score -4485655 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4486345.000000 Penalty: 5276.229980
	Iteration 10Q: 3 clusters Score -4486345 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4486910.000000 Penalty: 5276.229980
	Iteration 11Q: 3 clusters Score -4486910 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4487424.000000 Penalty: 5276.229980
	Iteration 12Q: 3 clusters Score -4487424 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4487829.500000 Penalty: 5276.229980
	Iteration 13Q: 3 clusters Score -4487830 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -4488147.000000 Penalty: 5276.229980
	Iteration 14Q: 3 clusters Score -4488147 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4488349.500000 Penalty: 5276.229980
	Iteration 15Q: 3 clusters Score -4488350 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4488491.500000 Penalty: 5276.229980
	Iteration 16Q: 3 clusters Score -4488492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4488582.000000 Penalty: 5276.229980
	Iteration 17Q: 3 clusters Score -4488582 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4488683.000000 Penalty: 5276.229980
	Iteration 18Q: 3 clusters Score -4488683 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4488740.500000 Penalty: 5276.229980
	Iteration 19Q: 3 clusters Score -4488740 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4488789.000000 Penalty: 5276.229980
	Iteration 20F: 3 clusters Score -4488789 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4488831.000000 Penalty: 5276.229980
	Iteration 21Q: 3 clusters Score -4488831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4488874.000000 Penalty: 5276.229980
	Iteration 22Q: 3 clusters Score -4488874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4488892.500000 Penalty: 5276.229980
	Iteration 23Q: 3 clusters Score -4488892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4488914.000000 Penalty: 5276.229980
	Iteration 24Q: 3 clusters Score -4488914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4488925.000000 Penalty: 5276.229980
	Iteration 25Q: 3 clusters Score -4488925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4488933.000000 Penalty: 5276.229980
	Iteration 26Q: 3 clusters Score -4488933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4488942.000000 Penalty: 5276.229980
	Iteration 27Q: 3 clusters Score -4488942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4488942.000000 Penalty: 5276.229980
	Iteration 28Q: 3 clusters Score -4488942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4488951.500000 Penalty: 5276.229980
	Iteration 29Q: 3 clusters Score -4488952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4488965.500000 Penalty: 5276.229980
	Iteration 30Q: 3 clusters Score -4488966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4488975.000000 Penalty: 5276.229980
	Iteration 31Q: 3 clusters Score -4488975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4488987.500000 Penalty: 5276.229980
	Iteration 32Q: 3 clusters Score -4488988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4488994.000000 Penalty: 5276.229980
	Iteration 33Q: 3 clusters Score -4488994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4488993.000000 Penalty: 5276.229980
	Iteration 34Q: 3 clusters Score -4488993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4488990.000000 Penalty: 5276.229980
	Iteration 35Q: 3 clusters Score -4488990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4488995.500000 Penalty: 5276.229980
	Iteration 36Q: 3 clusters Score -4488996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4489006.000000 Penalty: 5276.229980
	Iteration 37Q: 3 clusters Score -4489006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4489008.500000 Penalty: 5276.229980
	Iteration 38Q: 3 clusters Score -4489008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4489011.000000 Penalty: 5276.229980
	Iteration 39Q: 3 clusters Score -4489011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4489017.000000 Penalty: 5276.229980
	Iteration 40F: 3 clusters Score -4489017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4489021.000000 Penalty: 5276.229980
	Iteration 41Q: 3 clusters Score -4489021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4489019.500000 Penalty: 5276.229980
	Iteration 42Q: 3 clusters Score -4489020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4489023.500000 Penalty: 5276.229980
	Iteration 43Q: 3 clusters Score -4489024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4489026.000000 Penalty: 5276.229980
	Iteration 44Q: 3 clusters Score -4489026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4489030.000000 Penalty: 5276.229980
	Iteration 45Q: 3 clusters Score -4489030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4489031.500000 Penalty: 5276.229980
	Iteration 46Q: 3 clusters Score -4489032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4489034.500000 Penalty: 5276.229980
	Iteration 47Q: 3 clusters Score -4489034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4489034.000000 Penalty: 5276.229980
	Iteration 48Q: 3 clusters Score -4489034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4489034.000000 Penalty: 5276.229980
	Iteration 49Q: 3 clusters Score -4489034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4489034.000000 Penalty: 5276.229980
	Iteration 50F: 3 clusters Score -4489034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Entering Unmasked Estep 
Score: -2210123.500000 Penalty: 2441.220703
	Iteration 0F: 2 clusters Score -2210124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2196736.750000 Penalty: 4882.441406
	Iteration 0F: 3 clusters Score -2196737 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2201102.000000 Penalty: 4882.441406
	Iteration 1F: 3 clusters Score -2201102 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2201519.750000 Penalty: 4882.441406
	Iteration 2F: 3 clusters Score -2201520 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2201873.000000 Penalty: 4882.441406
	Iteration 3Q: 3 clusters Score -2201873 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2202212.500000 Penalty: 4882.441406
	Iteration 4Q: 3 clusters Score -2202212 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2202547.750000 Penalty: 4882.441406
	Iteration 5Q: 3 clusters Score -2202548 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2202882.000000 Penalty: 4882.441406
	Iteration 6Q: 3 clusters Score -2202882 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2203259.000000 Penalty: 4882.441406
	Iteration 7Q: 3 clusters Score -2203259 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2203657.250000 Penalty: 4882.441406
	Iteration 8Q: 3 clusters Score -2203657 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2204029.750000 Penalty: 4882.441406
	Iteration 9Q: 3 clusters Score -2204030 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2204407.750000 Penalty: 4882.441406
	Iteration 10Q: 3 clusters Score -2204408 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2204786.750000 Penalty: 4882.441406
	Iteration 11Q: 3 clusters Score -2204787 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2205136.500000 Penalty: 4882.441406
	Iteration 12Q: 3 clusters Score -2205136 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2205471.000000 Penalty: 4882.441406
	Iteration 13Q: 3 clusters Score -2205471 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2205765.250000 Penalty: 4882.441406
	Iteration 14Q: 3 clusters Score -2205765 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2206039.250000 Penalty: 4882.441406
	Iteration 15Q: 3 clusters Score -2206039 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2206296.250000 Penalty: 4882.441406
	Iteration 16Q: 3 clusters Score -2206296 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2206502.750000 Penalty: 4882.441406
	Iteration 17Q: 3 clusters Score -2206503 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2206703.000000 Penalty: 4882.441406
	Iteration 18Q: 3 clusters Score -2206703 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2206887.000000 Penalty: 4882.441406
	Iteration 19Q: 3 clusters Score -2206887 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2207063.000000 Penalty: 4882.441406
	Iteration 20F: 3 clusters Score -2207063 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2207190.500000 Penalty: 4882.441406
	Iteration 21Q: 3 clusters Score -2207190 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2207290.250000 Penalty: 4882.441406
	Iteration 22Q: 3 clusters Score -2207290 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2207392.000000 Penalty: 4882.441406
	Iteration 23Q: 3 clusters Score -2207392 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2207485.250000 Penalty: 4882.441406
	Iteration 24Q: 3 clusters Score -2207485 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2207560.750000 Penalty: 4882.441406
	Iteration 25Q: 3 clusters Score -2207561 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2207627.750000 Penalty: 4882.441406
	Iteration 26Q: 3 clusters Score -2207628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2207684.500000 Penalty: 4882.441406
	Iteration 27Q: 3 clusters Score -2207684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2207727.500000 Penalty: 4882.441406
	Iteration 28Q: 3 clusters Score -2207728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2207775.500000 Penalty: 4882.441406
	Iteration 29Q: 3 clusters Score -2207776 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2207803.250000 Penalty: 4882.441406
	Iteration 30Q: 3 clusters Score -2207803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2207838.500000 Penalty: 4882.441406
	Iteration 31Q: 3 clusters Score -2207838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2207862.000000 Penalty: 4882.441406
	Iteration 32Q: 3 clusters Score -2207862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2207880.750000 Penalty: 4882.441406
	Iteration 33Q: 3 clusters Score -2207881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2207900.000000 Penalty: 4882.441406
	Iteration 34Q: 3 clusters Score -2207900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2207921.250000 Penalty: 4882.441406
	Iteration 35Q: 3 clusters Score -2207921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2207941.000000 Penalty: 4882.441406
	Iteration 36Q: 3 clusters Score -2207941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2207953.500000 Penalty: 4882.441406
	Iteration 37Q: 3 clusters Score -2207954 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2207975.750000 Penalty: 4882.441406
	Iteration 38Q: 3 clusters Score -2207976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2207982.250000 Penalty: 4882.441406
	Iteration 39Q: 3 clusters Score -2207982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2208003.000000 Penalty: 4882.441406
	Iteration 40F: 3 clusters Score -2208003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2208014.500000 Penalty: 4882.441406
	Iteration 41Q: 3 clusters Score -2208014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2208025.250000 Penalty: 4882.441406
	Iteration 42Q: 3 clusters Score -2208025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2208027.250000 Penalty: 4882.441406
	Iteration 43Q: 3 clusters Score -2208027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2208035.750000 Penalty: 4882.441406
	Iteration 44Q: 3 clusters Score -2208036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2208039.000000 Penalty: 4882.441406
	Iteration 45Q: 3 clusters Score -2208039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2208040.500000 Penalty: 4882.441406
	Iteration 46Q: 3 clusters Score -2208040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2208041.000000 Penalty: 4882.441406
	Iteration 47Q: 3 clusters Score -2208041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2208044.250000 Penalty: 4882.441406
	Iteration 48Q: 3 clusters Score -2208044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2208041.750000 Penalty: 4882.441406
	Iteration 49Q: 3 clusters Score -2208042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2208053.250000 Penalty: 4882.441406
	Iteration 50Q: 3 clusters Score -2208053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2208054.750000 Penalty: 4882.441406
	Iteration 51Q: 3 clusters Score -2208055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2208055.250000 Penalty: 4882.441406
	Iteration 52Q: 3 clusters Score -2208055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2208056.750000 Penalty: 4882.441406
	Iteration 53Q: 3 clusters Score -2208057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2208058.750000 Penalty: 4882.441406
	Iteration 54Q: 3 clusters Score -2208059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2208060.250000 Penalty: 4882.441406
	Iteration 55Q: 3 clusters Score -2208060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2208060.500000 Penalty: 4882.441406
	Iteration 56Q: 3 clusters Score -2208060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2208062.750000 Penalty: 4882.441406
	Iteration 57Q: 3 clusters Score -2208063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2208062.750000 Penalty: 4882.441406
	Iteration 58F: 3 clusters Score -2208063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Entering Unmasked Estep 
Score: -4971229.000000 Penalty: 2645.329346
	Iteration 0F: 2 clusters Score -4971229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4942108.000000 Penalty: 5290.658691
	Iteration 0F: 3 clusters Score -4942108 nChanged 19775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4953102.500000 Penalty: 5290.658691
	Iteration 1F: 3 clusters Score -4953102 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4953711.500000 Penalty: 5290.658691
	Iteration 2Q: 3 clusters Score -4953712 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4954385.000000 Penalty: 5290.658691
	Iteration 3Q: 3 clusters Score -4954385 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4955120.500000 Penalty: 5290.658691
	Iteration 4Q: 3 clusters Score -4955120 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4956047.500000 Penalty: 5290.658691
	Iteration 5Q: 3 clusters Score -4956048 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -4957184.000000 Penalty: 5290.658691
	Iteration 6F: 3 clusters Score -4957184 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4958450.000000 Penalty: 5290.658691
	Iteration 7F: 3 clusters Score -4958450 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -4959775.500000 Penalty: 5290.658691
	Iteration 8F: 3 clusters Score -4959776 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -4961101.000000 Penalty: 5290.658691
	Iteration 9F: 3 clusters Score -4961101 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4962320.500000 Penalty: 5290.658691
	Iteration 10F: 3 clusters Score -4962320 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4963405.000000 Penalty: 5290.658691
	Iteration 11Q: 3 clusters Score -4963405 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4964455.500000 Penalty: 5290.658691
	Iteration 12Q: 3 clusters Score -4964456 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -4965341.500000 Penalty: 5290.658691
	Iteration 13Q: 3 clusters Score -4965342 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4966159.500000 Penalty: 5290.658691
	Iteration 14Q: 3 clusters Score -4966160 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -4966905.500000 Penalty: 5290.658691
	Iteration 15Q: 3 clusters Score -4966906 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -4967504.000000 Penalty: 5290.658691
	Iteration 16Q: 3 clusters Score -4967504 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -4967957.000000 Penalty: 5290.658691
	Iteration 17Q: 3 clusters Score -4967957 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -4968300.500000 Penalty: 5290.658691
	Iteration 18Q: 3 clusters Score -4968300 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -4968490.000000 Penalty: 5290.658691
	Iteration 19Q: 3 clusters Score -4968490 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -4968611.500000 Penalty: 5290.658691
	Iteration 20F: 3 clusters Score -4968612 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -4968707.000000 Penalty: 5290.658691
	Iteration 21Q: 3 clusters Score -4968707 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -4968786.000000 Penalty: 5290.658691
	Iteration 22Q: 3 clusters Score -4968786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -4968838.500000 Penalty: 5290.658691
	Iteration 23Q: 3 clusters Score -4968838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4968886.000000 Penalty: 5290.658691
	Iteration 24Q: 3 clusters Score -4968886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -4968907.500000 Penalty: 5290.658691
	Iteration 25Q: 3 clusters Score -4968908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4968924.000000 Penalty: 5290.658691
	Iteration 26Q: 3 clusters Score -4968924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -4968942.000000 Penalty: 5290.658691
	Iteration 27Q: 3 clusters Score -4968942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -4968951.000000 Penalty: 5290.658691
	Iteration 28Q: 3 clusters Score -4968951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -4968972.500000 Penalty: 5290.658691
	Iteration 29Q: 3 clusters Score -4968972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -4968981.500000 Penalty: 5290.658691
	Iteration 30Q: 3 clusters Score -4968982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -4968987.000000 Penalty: 5290.658691
	Iteration 31Q: 3 clusters Score -4968987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -4968993.000000 Penalty: 5290.658691
	Iteration 32Q: 3 clusters Score -4968993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -4968993.000000 Penalty: 5290.658691
	Iteration 33Q: 3 clusters Score -4968993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -4968994.500000 Penalty: 5290.658691
	Iteration 34Q: 3 clusters Score -4968994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -4969002.000000 Penalty: 5290.658691
	Iteration 35Q: 3 clusters Score -4969002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -4969003.500000 Penalty: 5290.658691
	Iteration 36Q: 3 clusters Score -4969004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -4969002.000000 Penalty: 5290.658691
	Iteration 37Q: 3 clusters Score -4969002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -4969003.000000 Penalty: 5290.658691
	Iteration 38Q: 3 clusters Score -4969003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -4969006.500000 Penalty: 5290.658691
	Iteration 39Q: 3 clusters Score -4969006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -4969005.000000 Penalty: 5290.658691
	Iteration 40F: 3 clusters Score -4969005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -4969010.500000 Penalty: 5290.658691
	Iteration 41Q: 3 clusters Score -4969010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -4969009.000000 Penalty: 5290.658691
	Iteration 42Q: 3 clusters Score -4969009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -4969014.000000 Penalty: 5290.658691
	Iteration 43Q: 3 clusters Score -4969014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -4969013.500000 Penalty: 5290.658691
	Iteration 44Q: 3 clusters Score -4969014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -4969013.500000 Penalty: 5290.658691
	Iteration 45F: 3 clusters Score -4969014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (69637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Entering Unmasked Estep 
Score: -8204202.500000 Penalty: 2765.460693
	Iteration 0F: 2 clusters Score -8204202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8157602.000000 Penalty: 5530.921387
	Iteration 0F: 3 clusters Score -8157602 nChanged 32525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -8176017.000000 Penalty: 5530.921387
	Iteration 1F: 3 clusters Score -8176017 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -8176896.000000 Penalty: 5530.921387
	Iteration 2Q: 3 clusters Score -8176896 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -8177900.500000 Penalty: 5530.921387
	Iteration 3Q: 3 clusters Score -8177900 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -8179138.000000 Penalty: 5530.921387
	Iteration 4Q: 3 clusters Score -8179138 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -8180771.000000 Penalty: 5530.921387
	Iteration 5Q: 3 clusters Score -8180771 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8182675.000000 Penalty: 5530.921387
	Iteration 6F: 3 clusters Score -8182675 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -8184744.500000 Penalty: 5530.921387
	Iteration 7F: 3 clusters Score -8184744 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -8186707.500000 Penalty: 5530.921387
	Iteration 8F: 3 clusters Score -8186708 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -8188305.500000 Penalty: 5530.921387
	Iteration 9Q: 3 clusters Score -8188306 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8189573.000000 Penalty: 5530.921387
	Iteration 10Q: 3 clusters Score -8189573 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -8190632.500000 Penalty: 5530.921387
	Iteration 11Q: 3 clusters Score -8190632 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -8191520.500000 Penalty: 5530.921387
	Iteration 12Q: 3 clusters Score -8191520 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8192451.000000 Penalty: 5530.921387
	Iteration 13Q: 3 clusters Score -8192451 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -8193336.500000 Penalty: 5530.921387
	Iteration 14Q: 3 clusters Score -8193336 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -8194177.500000 Penalty: 5530.921387
	Iteration 15Q: 3 clusters Score -8194178 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -8195106.000000 Penalty: 5530.921387
	Iteration 16Q: 3 clusters Score -8195106 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -8196061.000000 Penalty: 5530.921387
	Iteration 17Q: 3 clusters Score -8196061 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -8196979.000000 Penalty: 5530.921387
	Iteration 18Q: 3 clusters Score -8196979 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -8197842.000000 Penalty: 5530.921387
	Iteration 19Q: 3 clusters Score -8197842 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61366 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -8198619.500000 Penalty: 5530.921387
	Iteration 20F: 3 clusters Score -8198620 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8199297.500000 Penalty: 5530.921387
	Iteration 21Q: 3 clusters Score -8199298 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -8199860.000000 Penalty: 5530.921387
	Iteration 22Q: 3 clusters Score -8199860 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65011 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8200366.000000 Penalty: 5530.921387
	Iteration 23Q: 3 clusters Score -8200366 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8200821.500000 Penalty: 5530.921387
	Iteration 24Q: 3 clusters Score -8200822 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8201112.000000 Penalty: 5530.921387
	Iteration 25Q: 3 clusters Score -8201112 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8201319.500000 Penalty: 5530.921387
	Iteration 26Q: 3 clusters Score -8201320 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8201473.500000 Penalty: 5530.921387
	Iteration 27Q: 3 clusters Score -8201474 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8201582.500000 Penalty: 5530.921387
	Iteration 28Q: 3 clusters Score -8201582 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8201665.500000 Penalty: 5530.921387
	Iteration 29Q: 3 clusters Score -8201666 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67854 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8201724.000000 Penalty: 5530.921387
	Iteration 30Q: 3 clusters Score -8201724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67971 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8201800.500000 Penalty: 5530.921387
	Iteration 31Q: 3 clusters Score -8201800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68061 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8201851.000000 Penalty: 5530.921387
	Iteration 32Q: 3 clusters Score -8201851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68142 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8201887.000000 Penalty: 5530.921387
	Iteration 33Q: 3 clusters Score -8201887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8201899.500000 Penalty: 5530.921387
	Iteration 34Q: 3 clusters Score -8201900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8201923.500000 Penalty: 5530.921387
	Iteration 35Q: 3 clusters Score -8201924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8201938.000000 Penalty: 5530.921387
	Iteration 36Q: 3 clusters Score -8201938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8201939.000000 Penalty: 5530.921387
	Iteration 37Q: 3 clusters Score -8201939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8201970.000000 Penalty: 5530.921387
	Iteration 38Q: 3 clusters Score -8201970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8201981.000000 Penalty: 5530.921387
	Iteration 39Q: 3 clusters Score -8201981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8202007.000000 Penalty: 5530.921387
	Iteration 40F: 3 clusters Score -8202007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68456 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8202033.500000 Penalty: 5530.921387
	Iteration 41Q: 3 clusters Score -8202034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68472 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8202032.000000 Penalty: 5530.921387
	Iteration 42Q: 3 clusters Score -8202032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8202047.500000 Penalty: 5530.921387
	Iteration 43Q: 3 clusters Score -8202048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8202055.500000 Penalty: 5530.921387
	Iteration 44Q: 3 clusters Score -8202056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68494 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8202047.500000 Penalty: 5530.921387
	Iteration 45Q: 3 clusters Score -8202048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8202044.500000 Penalty: 5530.921387
	Iteration 46Q: 3 clusters Score -8202044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8202047.000000 Penalty: 5530.921387
	Iteration 47Q: 3 clusters Score -8202047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8202041.000000 Penalty: 5530.921387
	Iteration 48Q: 3 clusters Score -8202041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8202037.000000 Penalty: 5530.921387
	Iteration 49Q: 3 clusters Score -8202037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8202043.000000 Penalty: 5530.921387
	Iteration 50Q: 3 clusters Score -8202043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8202050.000000 Penalty: 5530.921387
	Iteration 51Q: 3 clusters Score -8202050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8202058.000000 Penalty: 5530.921387
	Iteration 52Q: 3 clusters Score -8202058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8202065.500000 Penalty: 5530.921387
	Iteration 53Q: 3 clusters Score -8202066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68523 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8202064.000000 Penalty: 5530.921387
	Iteration 54Q: 3 clusters Score -8202064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8202062.000000 Penalty: 5530.921387
	Iteration 55Q: 3 clusters Score -8202062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8202065.000000 Penalty: 5530.921387
	Iteration 56Q: 3 clusters Score -8202065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8202062.500000 Penalty: 5530.921387
	Iteration 57Q: 3 clusters Score -8202062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8202062.500000 Penalty: 5530.921387
	Iteration 58Q: 3 clusters Score -8202062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68532 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8202062.500000 Penalty: 5530.921387
	Iteration 59F: 3 clusters Score -8202062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182159 members 
Entering Unmasked Estep 
Score: -21089004.000000 Penalty: 3003.933594
	Iteration 0F: 2 clusters Score -2.1089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91423 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -20968946.000000 Penalty: 6007.867188
	Iteration 0F: 3 clusters Score -2.096895e+07 nChanged 87313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -21019902.000000 Penalty: 6007.867188
	Iteration 1F: 3 clusters Score -2.10199e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98588 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -21021372.000000 Penalty: 6007.867188
	Iteration 2Q: 3 clusters Score -2.102137e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102971 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -21023556.000000 Penalty: 6007.867188
	Iteration 3Q: 3 clusters Score -2.102356e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 72508 members 
Entering Unmasked Estep 
Score: -21027290.000000 Penalty: 6007.867188
	Iteration 4Q: 3 clusters Score -2.102729e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -21033638.000000 Penalty: 6007.867188
	Iteration 5F: 3 clusters Score -2.103364e+07 nChanged 13979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132855 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -21044146.000000 Penalty: 6007.867188
	Iteration 6F: 3 clusters Score -2.104415e+07 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -21058982.000000 Penalty: 6007.867188
	Iteration 7F: 3 clusters Score -2.105898e+07 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163165 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -21072708.000000 Penalty: 6007.867188
	Iteration 8F: 3 clusters Score -2.107271e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172125 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -21080770.000000 Penalty: 6007.867188
	Iteration 9Q: 3 clusters Score -2.108077e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176225 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -21084286.000000 Penalty: 6007.867188
	Iteration 10Q: 3 clusters Score -2.108429e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177882 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -21085880.000000 Penalty: 6007.867188
	Iteration 11Q: 3 clusters Score -2.108588e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178565 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21086588.000000 Penalty: 6007.867188
	Iteration 12Q: 3 clusters Score -2.108659e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -21086880.000000 Penalty: 6007.867188
	Iteration 13Q: 3 clusters Score -2.108688e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -21087118.000000 Penalty: 6007.867188
	Iteration 14Q: 3 clusters Score -2.108712e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179127 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -21087350.000000 Penalty: 6007.867188
	Iteration 15Q: 3 clusters Score -2.108735e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179210 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21087420.000000 Penalty: 6007.867188
	Iteration 16Q: 3 clusters Score -2.108742e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179251 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -21087558.000000 Penalty: 6007.867188
	Iteration 17Q: 3 clusters Score -2.108756e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179261 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21087638.000000 Penalty: 6007.867188
	Iteration 18Q: 3 clusters Score -2.108764e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179255 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -21087746.000000 Penalty: 6007.867188
	Iteration 19Q: 3 clusters Score -2.108775e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179231 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -21087816.000000 Penalty: 6007.867188
	Iteration 20F: 3 clusters Score -2.108782e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179197 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21087800.000000 Penalty: 6007.867188
	Iteration 21Q: 3 clusters Score -2.10878e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179151 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -21087834.000000 Penalty: 6007.867188
	Iteration 22Q: 3 clusters Score -2.108783e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179108 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21087824.000000 Penalty: 6007.867188
	Iteration 23Q: 3 clusters Score -2.108782e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179075 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21087842.000000 Penalty: 6007.867188
	Iteration 24Q: 3 clusters Score -2.108784e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179036 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -21087890.000000 Penalty: 6007.867188
	Iteration 25Q: 3 clusters Score -2.108789e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178984 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21087910.000000 Penalty: 6007.867188
	Iteration 26Q: 3 clusters Score -2.108791e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -21087906.000000 Penalty: 6007.867188
	Iteration 27Q: 3 clusters Score -2.108791e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178893 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -21087926.000000 Penalty: 6007.867188
	Iteration 28Q: 3 clusters Score -2.108793e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178858 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -21087972.000000 Penalty: 6007.867188
	Iteration 29Q: 3 clusters Score -2.108797e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178823 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -21087966.000000 Penalty: 6007.867188
	Iteration 30Q: 3 clusters Score -2.108797e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178783 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -21087980.000000 Penalty: 6007.867188
	Iteration 31Q: 3 clusters Score -2.108798e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -21087992.000000 Penalty: 6007.867188
	Iteration 32Q: 3 clusters Score -2.108799e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178737 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -21087992.000000 Penalty: 6007.867188
	Iteration 33Q: 3 clusters Score -2.108799e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178712 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -21088004.000000 Penalty: 6007.867188
	Iteration 34Q: 3 clusters Score -2.1088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178681 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -21088046.000000 Penalty: 6007.867188
	Iteration 35Q: 3 clusters Score -2.108805e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178664 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -21088026.000000 Penalty: 6007.867188
	Iteration 36Q: 3 clusters Score -2.108803e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178649 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -21088038.000000 Penalty: 6007.867188
	Iteration 37Q: 3 clusters Score -2.108804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178635 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -21088042.000000 Penalty: 6007.867188
	Iteration 38Q: 3 clusters Score -2.108804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178623 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -21088054.000000 Penalty: 6007.867188
	Iteration 39Q: 3 clusters Score -2.108805e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178609 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21088064.000000 Penalty: 6007.867188
	Iteration 40F: 3 clusters Score -2.108806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -21088070.000000 Penalty: 6007.867188
	Iteration 41Q: 3 clusters Score -2.108807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178581 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -21088038.000000 Penalty: 6007.867188
	Iteration 42Q: 3 clusters Score -2.108804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178562 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -21088042.000000 Penalty: 6007.867188
	Iteration 43Q: 3 clusters Score -2.108804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178550 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21088042.000000 Penalty: 6007.867188
	Iteration 44Q: 3 clusters Score -2.108804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178540 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -21088032.000000 Penalty: 6007.867188
	Iteration 45Q: 3 clusters Score -2.108803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178529 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21088056.000000 Penalty: 6007.867188
	Iteration 46Q: 3 clusters Score -2.108806e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178517 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -21088064.000000 Penalty: 6007.867188
	Iteration 47Q: 3 clusters Score -2.108806e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -21088076.000000 Penalty: 6007.867188
	Iteration 48Q: 3 clusters Score -2.108808e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21088074.000000 Penalty: 6007.867188
	Iteration 49Q: 3 clusters Score -2.108807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178487 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -21088078.000000 Penalty: 6007.867188
	Iteration 50Q: 3 clusters Score -2.108808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178481 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -21088076.000000 Penalty: 6007.867188
	Iteration 51Q: 3 clusters Score -2.108808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178475 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -21088074.000000 Penalty: 6007.867188
	Iteration 52Q: 3 clusters Score -2.108807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178464 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -21088054.000000 Penalty: 6007.867188
	Iteration 53Q: 3 clusters Score -2.108805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -21088066.000000 Penalty: 6007.867188
	Iteration 54Q: 3 clusters Score -2.108807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178444 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -21088060.000000 Penalty: 6007.867188
	Iteration 55Q: 3 clusters Score -2.108806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178437 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -21088060.000000 Penalty: 6007.867188
	Iteration 56Q: 3 clusters Score -2.108806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178426 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -21088064.000000 Penalty: 6007.867188
	Iteration 57Q: 3 clusters Score -2.108806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21088082.000000 Penalty: 6007.867188
	Iteration 58Q: 3 clusters Score -2.108808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178421 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -21088078.000000 Penalty: 6007.867188
	Iteration 59Q: 3 clusters Score -2.108808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178421 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -21088082.000000 Penalty: 6007.867188
	Iteration 60F: 3 clusters Score -2.108808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178426 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -21088096.000000 Penalty: 6007.867188
	Iteration 61Q: 3 clusters Score -2.10881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178427 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -21088086.000000 Penalty: 6007.867188
	Iteration 62Q: 3 clusters Score -2.108809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178429 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -21088092.000000 Penalty: 6007.867188
	Iteration 63Q: 3 clusters Score -2.108809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178427 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -21088078.000000 Penalty: 6007.867188
	Iteration 64Q: 3 clusters Score -2.108808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178428 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -21088080.000000 Penalty: 6007.867188
	Iteration 65Q: 3 clusters Score -2.108808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178429 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -21088078.000000 Penalty: 6007.867188
	Iteration 66Q: 3 clusters Score -2.108808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178429 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -21088078.000000 Penalty: 6007.867188
	Iteration 67F: 3 clusters Score -2.108808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Entering Unmasked Estep 
Score: -1463479.375000 Penalty: 2354.010986
	Iteration 0F: 2 clusters Score -1463479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1453729.125000 Penalty: 4708.021973
	Iteration 0F: 3 clusters Score -1453729 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1456894.000000 Penalty: 4708.021973
	Iteration 1F: 3 clusters Score -1456894 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1457467.625000 Penalty: 4708.021973
	Iteration 2F: 3 clusters Score -1457468 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1458014.000000 Penalty: 4708.021973
	Iteration 3F: 3 clusters Score -1458014 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1458523.375000 Penalty: 4708.021973
	Iteration 4F: 3 clusters Score -1458523 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1458972.000000 Penalty: 4708.021973
	Iteration 5F: 3 clusters Score -1458972 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1459385.375000 Penalty: 4708.021973
	Iteration 6Q: 3 clusters Score -1459385 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1459767.250000 Penalty: 4708.021973
	Iteration 7Q: 3 clusters Score -1459767 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1460094.250000 Penalty: 4708.021973
	Iteration 8Q: 3 clusters Score -1460094 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1460412.250000 Penalty: 4708.021973
	Iteration 9Q: 3 clusters Score -1460412 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1460695.375000 Penalty: 4708.021973
	Iteration 10Q: 3 clusters Score -1460695 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1460942.625000 Penalty: 4708.021973
	Iteration 11Q: 3 clusters Score -1460943 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1461165.000000 Penalty: 4708.021973
	Iteration 12Q: 3 clusters Score -1461165 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1461361.875000 Penalty: 4708.021973
	Iteration 13Q: 3 clusters Score -1461362 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1461520.125000 Penalty: 4708.021973
	Iteration 14Q: 3 clusters Score -1461520 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1461648.750000 Penalty: 4708.021973
	Iteration 15Q: 3 clusters Score -1461649 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1461736.750000 Penalty: 4708.021973
	Iteration 16Q: 3 clusters Score -1461737 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1461810.125000 Penalty: 4708.021973
	Iteration 17Q: 3 clusters Score -1461810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1461891.625000 Penalty: 4708.021973
	Iteration 18Q: 3 clusters Score -1461892 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1461958.250000 Penalty: 4708.021973
	Iteration 19Q: 3 clusters Score -1461958 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1462029.625000 Penalty: 4708.021973
	Iteration 20F: 3 clusters Score -1462030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1462088.875000 Penalty: 4708.021973
	Iteration 21Q: 3 clusters Score -1462089 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1462145.875000 Penalty: 4708.021973
	Iteration 22Q: 3 clusters Score -1462146 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1462204.125000 Penalty: 4708.021973
	Iteration 23Q: 3 clusters Score -1462204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1462230.000000 Penalty: 4708.021973
	Iteration 24Q: 3 clusters Score -1462230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1462259.375000 Penalty: 4708.021973
	Iteration 25Q: 3 clusters Score -1462259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1462282.000000 Penalty: 4708.021973
	Iteration 26Q: 3 clusters Score -1462282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1462312.375000 Penalty: 4708.021973
	Iteration 27Q: 3 clusters Score -1462312 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1462333.250000 Penalty: 4708.021973
	Iteration 28Q: 3 clusters Score -1462333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1462358.500000 Penalty: 4708.021973
	Iteration 29Q: 3 clusters Score -1462358 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1462394.500000 Penalty: 4708.021973
	Iteration 30Q: 3 clusters Score -1462394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1462429.125000 Penalty: 4708.021973
	Iteration 31Q: 3 clusters Score -1462429 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1462468.750000 Penalty: 4708.021973
	Iteration 32Q: 3 clusters Score -1462469 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1462503.875000 Penalty: 4708.021973
	Iteration 33Q: 3 clusters Score -1462504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1462537.750000 Penalty: 4708.021973
	Iteration 34Q: 3 clusters Score -1462538 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1462567.750000 Penalty: 4708.021973
	Iteration 35Q: 3 clusters Score -1462568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1462601.500000 Penalty: 4708.021973
	Iteration 36Q: 3 clusters Score -1462602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1462645.500000 Penalty: 4708.021973
	Iteration 37Q: 3 clusters Score -1462646 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1462692.625000 Penalty: 4708.021973
	Iteration 38Q: 3 clusters Score -1462693 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1462739.875000 Penalty: 4708.021973
	Iteration 39Q: 3 clusters Score -1462740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1462799.750000 Penalty: 4708.021973
	Iteration 40F: 3 clusters Score -1462800 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1462855.625000 Penalty: 4708.021973
	Iteration 41Q: 3 clusters Score -1462856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1462913.500000 Penalty: 4708.021973
	Iteration 42Q: 3 clusters Score -1462914 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1462998.875000 Penalty: 4708.021973
	Iteration 43Q: 3 clusters Score -1462999 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1463120.500000 Penalty: 4708.021973
	Iteration 44Q: 3 clusters Score -1463120 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1463294.250000 Penalty: 4708.021973
	Iteration 45Q: 3 clusters Score -1463294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1463455.000000 Penalty: 4708.021973
	Iteration 46Q: 3 clusters Score -1463455 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1463589.125000 Penalty: 4708.021973
	Iteration 47Q: 3 clusters Score -1463589 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1463663.250000 Penalty: 4708.021973
	Iteration 48Q: 3 clusters Score -1463663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1463697.000000 Penalty: 4708.021973
	Iteration 49Q: 3 clusters Score -1463697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1463724.125000 Penalty: 4708.021973
	Iteration 50Q: 3 clusters Score -1463724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1463730.250000 Penalty: 4708.021973
	Iteration 51Q: 3 clusters Score -1463730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1463739.500000 Penalty: 4708.021973
	Iteration 52Q: 3 clusters Score -1463740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1463745.250000 Penalty: 4708.021973
	Iteration 53Q: 3 clusters Score -1463745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1463751.250000 Penalty: 4708.021973
	Iteration 54Q: 3 clusters Score -1463751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1463757.000000 Penalty: 4708.021973
	Iteration 55Q: 3 clusters Score -1463757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1463752.500000 Penalty: 4708.021973
	Iteration 56Q: 3 clusters Score -1463752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1463757.750000 Penalty: 4708.021973
	Iteration 57Q: 3 clusters Score -1463758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1463756.250000 Penalty: 4708.021973
	Iteration 58Q: 3 clusters Score -1463756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1463754.500000 Penalty: 4708.021973
	Iteration 59Q: 3 clusters Score -1463754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1463753.375000 Penalty: 4708.021973
	Iteration 60F: 3 clusters Score -1463753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1463753.000000 Penalty: 4708.021973
	Iteration 61Q: 3 clusters Score -1463753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1463753.000000 Penalty: 4708.021973
	Iteration 62F: 3 clusters Score -1463753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 208080 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 48525 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 9941 members 
Mstep: Class 38 contains 3159 members 
Entering Unmasked Estep 
Score: -225884704.000000 Penalty: 136791.531250
Splitting cluster 17 changes total score from -225878976.000000 to -225884704.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 18 (48525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Entering Unmasked Estep 
Score: -5459836.500000 Penalty: 2675.878906
	Iteration 0F: 2 clusters Score -5459836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5427251.500000 Penalty: 5351.757812
	Iteration 0F: 3 clusters Score -5427252 nChanged 22317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5439705.500000 Penalty: 5351.757812
	Iteration 1F: 3 clusters Score -5439706 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5440829.000000 Penalty: 5351.757812
	Iteration 2F: 3 clusters Score -5440829 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5442599.000000 Penalty: 5351.757812
	Iteration 3F: 3 clusters Score -5442599 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -5445235.000000 Penalty: 5351.757812
	Iteration 4F: 3 clusters Score -5445235 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5448428.500000 Penalty: 5351.757812
	Iteration 5F: 3 clusters Score -5448428 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -5451455.000000 Penalty: 5351.757812
	Iteration 6F: 3 clusters Score -5451455 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -5453935.000000 Penalty: 5351.757812
	Iteration 7F: 3 clusters Score -5453935 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -5455567.000000 Penalty: 5351.757812
	Iteration 8Q: 3 clusters Score -5455567 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -5456479.500000 Penalty: 5351.757812
	Iteration 9Q: 3 clusters Score -5456480 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -5457024.000000 Penalty: 5351.757812
	Iteration 10Q: 3 clusters Score -5457024 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -5457331.500000 Penalty: 5351.757812
	Iteration 11Q: 3 clusters Score -5457332 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5457486.500000 Penalty: 5351.757812
	Iteration 12Q: 3 clusters Score -5457486 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -5457626.500000 Penalty: 5351.757812
	Iteration 13Q: 3 clusters Score -5457626 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -5457749.000000 Penalty: 5351.757812
	Iteration 14Q: 3 clusters Score -5457749 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -5457807.500000 Penalty: 5351.757812
	Iteration 15Q: 3 clusters Score -5457808 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -5457893.000000 Penalty: 5351.757812
	Iteration 16Q: 3 clusters Score -5457893 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -5457967.000000 Penalty: 5351.757812
	Iteration 17Q: 3 clusters Score -5457967 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -5458030.000000 Penalty: 5351.757812
	Iteration 18Q: 3 clusters Score -5458030 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -5458073.500000 Penalty: 5351.757812
	Iteration 19Q: 3 clusters Score -5458074 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -5458103.000000 Penalty: 5351.757812
	Iteration 20F: 3 clusters Score -5458103 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -5458131.000000 Penalty: 5351.757812
	Iteration 21Q: 3 clusters Score -5458131 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -5458166.000000 Penalty: 5351.757812
	Iteration 22Q: 3 clusters Score -5458166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -5458197.000000 Penalty: 5351.757812
	Iteration 23Q: 3 clusters Score -5458197 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -5458254.500000 Penalty: 5351.757812
	Iteration 24Q: 3 clusters Score -5458254 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -5458299.500000 Penalty: 5351.757812
	Iteration 25Q: 3 clusters Score -5458300 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5458337.500000 Penalty: 5351.757812
	Iteration 26Q: 3 clusters Score -5458338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -5458389.500000 Penalty: 5351.757812
	Iteration 27Q: 3 clusters Score -5458390 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5458454.000000 Penalty: 5351.757812
	Iteration 28Q: 3 clusters Score -5458454 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -5458551.500000 Penalty: 5351.757812
	Iteration 29Q: 3 clusters Score -5458552 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -5458707.000000 Penalty: 5351.757812
	Iteration 30Q: 3 clusters Score -5458707 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5458969.500000 Penalty: 5351.757812
	Iteration 31Q: 3 clusters Score -5458970 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -5459321.500000 Penalty: 5351.757812
	Iteration 32Q: 3 clusters Score -5459322 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -5459796.500000 Penalty: 5351.757812
	Iteration 33Q: 3 clusters Score -5459796 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -5460337.000000 Penalty: 5351.757812
	Iteration 34Q: 3 clusters Score -5460337 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -5460739.000000 Penalty: 5351.757812
	Iteration 35Q: 3 clusters Score -5460739 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -5461060.500000 Penalty: 5351.757812
	Iteration 36Q: 3 clusters Score -5461060 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5461300.000000 Penalty: 5351.757812
	Iteration 37Q: 3 clusters Score -5461300 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -5461548.500000 Penalty: 5351.757812
	Iteration 38Q: 3 clusters Score -5461548 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -5461842.500000 Penalty: 5351.757812
	Iteration 39Q: 3 clusters Score -5461842 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -5462163.000000 Penalty: 5351.757812
	Iteration 40F: 3 clusters Score -5462163 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -5462446.000000 Penalty: 5351.757812
	Iteration 41Q: 3 clusters Score -5462446 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5462644.500000 Penalty: 5351.757812
	Iteration 42Q: 3 clusters Score -5462644 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -5462804.500000 Penalty: 5351.757812
	Iteration 43Q: 3 clusters Score -5462804 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5462962.500000 Penalty: 5351.757812
	Iteration 44Q: 3 clusters Score -5462962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -5463095.000000 Penalty: 5351.757812
	Iteration 45Q: 3 clusters Score -5463095 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -5463185.000000 Penalty: 5351.757812
	Iteration 46Q: 3 clusters Score -5463185 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -5463313.000000 Penalty: 5351.757812
	Iteration 47Q: 3 clusters Score -5463313 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -5463434.500000 Penalty: 5351.757812
	Iteration 48Q: 3 clusters Score -5463434 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5463566.500000 Penalty: 5351.757812
	Iteration 49Q: 3 clusters Score -5463566 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -5463669.000000 Penalty: 5351.757812
	Iteration 50Q: 3 clusters Score -5463669 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -5463763.500000 Penalty: 5351.757812
	Iteration 51Q: 3 clusters Score -5463764 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -5463819.000000 Penalty: 5351.757812
	Iteration 52Q: 3 clusters Score -5463819 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5463875.500000 Penalty: 5351.757812
	Iteration 53Q: 3 clusters Score -5463876 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5463904.500000 Penalty: 5351.757812
	Iteration 54Q: 3 clusters Score -5463904 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -5463949.000000 Penalty: 5351.757812
	Iteration 55Q: 3 clusters Score -5463949 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -5463979.500000 Penalty: 5351.757812
	Iteration 56Q: 3 clusters Score -5463980 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -5464026.000000 Penalty: 5351.757812
	Iteration 57Q: 3 clusters Score -5464026 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5464047.500000 Penalty: 5351.757812
	Iteration 58Q: 3 clusters Score -5464048 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5464081.500000 Penalty: 5351.757812
	Iteration 59Q: 3 clusters Score -5464082 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5464113.000000 Penalty: 5351.757812
	Iteration 60F: 3 clusters Score -5464113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5464123.000000 Penalty: 5351.757812
	Iteration 61Q: 3 clusters Score -5464123 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5464142.000000 Penalty: 5351.757812
	Iteration 62Q: 3 clusters Score -5464142 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -5464149.500000 Penalty: 5351.757812
	Iteration 63Q: 3 clusters Score -5464150 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5464179.500000 Penalty: 5351.757812
	Iteration 64Q: 3 clusters Score -5464180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -5464197.000000 Penalty: 5351.757812
	Iteration 65Q: 3 clusters Score -5464197 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5464202.000000 Penalty: 5351.757812
	Iteration 66Q: 3 clusters Score -5464202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -5464229.500000 Penalty: 5351.757812
	Iteration 67Q: 3 clusters Score -5464230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -5464252.000000 Penalty: 5351.757812
	Iteration 68Q: 3 clusters Score -5464252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5464284.500000 Penalty: 5351.757812
	Iteration 69Q: 3 clusters Score -5464284 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -5464335.500000 Penalty: 5351.757812
	Iteration 70Q: 3 clusters Score -5464336 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5464376.000000 Penalty: 5351.757812
	Iteration 71Q: 3 clusters Score -5464376 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5464430.000000 Penalty: 5351.757812
	Iteration 72Q: 3 clusters Score -5464430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -5464475.000000 Penalty: 5351.757812
	Iteration 73Q: 3 clusters Score -5464475 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -5464509.500000 Penalty: 5351.757812
	Iteration 74Q: 3 clusters Score -5464510 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -5464547.500000 Penalty: 5351.757812
	Iteration 75Q: 3 clusters Score -5464548 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -5464547.500000 Penalty: 5351.757812
	Iteration 76Q: 3 clusters Score -5464548 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -5464610.000000 Penalty: 5351.757812
	Iteration 77Q: 3 clusters Score -5464610 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -5464692.000000 Penalty: 5351.757812
	Iteration 78Q: 3 clusters Score -5464692 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -5464722.000000 Penalty: 5351.757812
	Iteration 79Q: 3 clusters Score -5464722 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5464741.500000 Penalty: 5351.757812
	Iteration 80F: 3 clusters Score -5464742 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -5464759.500000 Penalty: 5351.757812
	Iteration 81Q: 3 clusters Score -5464760 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -5464811.500000 Penalty: 5351.757812
	Iteration 82Q: 3 clusters Score -5464812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5464832.500000 Penalty: 5351.757812
	Iteration 83Q: 3 clusters Score -5464832 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5464865.000000 Penalty: 5351.757812
	Iteration 84Q: 3 clusters Score -5464865 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5464889.500000 Penalty: 5351.757812
	Iteration 85Q: 3 clusters Score -5464890 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -5464914.500000 Penalty: 5351.757812
	Iteration 86Q: 3 clusters Score -5464914 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5464937.500000 Penalty: 5351.757812
	Iteration 87Q: 3 clusters Score -5464938 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -5464958.500000 Penalty: 5351.757812
	Iteration 88Q: 3 clusters Score -5464958 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -5464996.000000 Penalty: 5351.757812
	Iteration 89Q: 3 clusters Score -5464996 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -5465019.500000 Penalty: 5351.757812
	Iteration 90Q: 3 clusters Score -5465020 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -5465028.000000 Penalty: 5351.757812
	Iteration 91Q: 3 clusters Score -5465028 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -5465022.500000 Penalty: 5351.757812
	Iteration 92Q: 3 clusters Score -5465022 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5465033.500000 Penalty: 5351.757812
	Iteration 93Q: 3 clusters Score -5465034 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -5465052.500000 Penalty: 5351.757812
	Iteration 94Q: 3 clusters Score -5465052 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5465063.500000 Penalty: 5351.757812
	Iteration 95Q: 3 clusters Score -5465064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -5465079.500000 Penalty: 5351.757812
	Iteration 96Q: 3 clusters Score -5465080 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -5465097.000000 Penalty: 5351.757812
	Iteration 97Q: 3 clusters Score -5465097 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -5465113.000000 Penalty: 5351.757812
	Iteration 98Q: 3 clusters Score -5465113 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -5465119.500000 Penalty: 5351.757812
	Iteration 99Q: 3 clusters Score -5465120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -5465119.000000 Penalty: 5351.757812
	Iteration 100F: 3 clusters Score -5465119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -5465119.500000 Penalty: 5351.757812
	Iteration 101Q: 3 clusters Score -5465120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -5465119.000000 Penalty: 5351.757812
	Iteration 102Q: 3 clusters Score -5465119 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -5465140.500000 Penalty: 5351.757812
	Iteration 103Q: 3 clusters Score -5465140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -5465148.000000 Penalty: 5351.757812
	Iteration 104Q: 3 clusters Score -5465148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5465152.000000 Penalty: 5351.757812
	Iteration 105Q: 3 clusters Score -5465152 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -5465148.500000 Penalty: 5351.757812
	Iteration 106Q: 3 clusters Score -5465148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5465155.000000 Penalty: 5351.757812
	Iteration 107Q: 3 clusters Score -5465155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5465163.500000 Penalty: 5351.757812
	Iteration 108Q: 3 clusters Score -5465164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -5465155.000000 Penalty: 5351.757812
	Iteration 109Q: 3 clusters Score -5465155 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -5465167.000000 Penalty: 5351.757812
	Iteration 110Q: 3 clusters Score -5465167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -5465169.500000 Penalty: 5351.757812
	Iteration 111Q: 3 clusters Score -5465170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5465175.000000 Penalty: 5351.757812
	Iteration 112Q: 3 clusters Score -5465175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -5465174.000000 Penalty: 5351.757812
	Iteration 113Q: 3 clusters Score -5465174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -5465193.500000 Penalty: 5351.757812
	Iteration 114Q: 3 clusters Score -5465194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -5465199.000000 Penalty: 5351.757812
	Iteration 115Q: 3 clusters Score -5465199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5465198.000000 Penalty: 5351.757812
	Iteration 116Q: 3 clusters Score -5465198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -5465195.500000 Penalty: 5351.757812
	Iteration 117Q: 3 clusters Score -5465196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -5465192.000000 Penalty: 5351.757812
	Iteration 118Q: 3 clusters Score -5465192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5465187.000000 Penalty: 5351.757812
	Iteration 119Q: 3 clusters Score -5465187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5465186.500000 Penalty: 5351.757812
	Iteration 120F: 3 clusters Score -5465186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -5465181.500000 Penalty: 5351.757812
	Iteration 121Q: 3 clusters Score -5465182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -5465183.000000 Penalty: 5351.757812
	Iteration 122Q: 3 clusters Score -5465183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5465182.500000 Penalty: 5351.757812
	Iteration 123Q: 3 clusters Score -5465182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -5465180.500000 Penalty: 5351.757812
	Iteration 124Q: 3 clusters Score -5465180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5465184.000000 Penalty: 5351.757812
	Iteration 125Q: 3 clusters Score -5465184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5465182.000000 Penalty: 5351.757812
	Iteration 126Q: 3 clusters Score -5465182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5465186.500000 Penalty: 5351.757812
	Iteration 127Q: 3 clusters Score -5465186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5465182.000000 Penalty: 5351.757812
	Iteration 128Q: 3 clusters Score -5465182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5465184.500000 Penalty: 5351.757812
	Iteration 129Q: 3 clusters Score -5465184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5465185.500000 Penalty: 5351.757812
	Iteration 130Q: 3 clusters Score -5465186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -5465185.500000 Penalty: 5351.757812
	Iteration 131F: 3 clusters Score -5465186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 208080 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 27170 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 9941 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 21355 members 
Entering Unmasked Estep 
Score: -225888624.000000 Penalty: 140391.312500
Splitting cluster 18 changes total score from -225878976.000000 to -225888624.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 19 (99793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Entering Unmasked Estep 
Score: -11416689.000000 Penalty: 2854.691650
	Iteration 0F: 2 clusters Score -1.141669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -11350046.000000 Penalty: 5709.383301
	Iteration 0F: 3 clusters Score -1.135005e+07 nChanged 47270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -11377220.000000 Penalty: 5709.383301
	Iteration 1F: 3 clusters Score -1.137722e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -11377955.000000 Penalty: 5709.383301
	Iteration 2Q: 3 clusters Score -1.137796e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -11378830.000000 Penalty: 5709.383301
	Iteration 3Q: 3 clusters Score -1.137883e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -11379867.000000 Penalty: 5709.383301
	Iteration 4Q: 3 clusters Score -1.137987e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -11381453.000000 Penalty: 5709.383301
	Iteration 5Q: 3 clusters Score -1.138145e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -11384002.000000 Penalty: 5709.383301
	Iteration 6F: 3 clusters Score -1.1384e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -11387937.000000 Penalty: 5709.383301
	Iteration 7F: 3 clusters Score -1.138794e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -11393410.000000 Penalty: 5709.383301
	Iteration 8F: 3 clusters Score -1.139341e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83893 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -11399947.000000 Penalty: 5709.383301
	Iteration 9F: 3 clusters Score -1.139995e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90603 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -11406261.000000 Penalty: 5709.383301
	Iteration 10F: 3 clusters Score -1.140626e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -11410607.000000 Penalty: 5709.383301
	Iteration 11Q: 3 clusters Score -1.141061e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97695 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11412708.000000 Penalty: 5709.383301
	Iteration 12Q: 3 clusters Score -1.141271e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11413564.000000 Penalty: 5709.383301
	Iteration 13Q: 3 clusters Score -1.141356e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99104 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11413935.000000 Penalty: 5709.383301
	Iteration 14Q: 3 clusters Score -1.141394e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11414060.000000 Penalty: 5709.383301
	Iteration 15Q: 3 clusters Score -1.141406e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11414149.000000 Penalty: 5709.383301
	Iteration 16Q: 3 clusters Score -1.141415e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11414190.000000 Penalty: 5709.383301
	Iteration 17Q: 3 clusters Score -1.141419e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99380 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11414224.000000 Penalty: 5709.383301
	Iteration 18Q: 3 clusters Score -1.141422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -11414255.000000 Penalty: 5709.383301
	Iteration 19Q: 3 clusters Score -1.141426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11414264.000000 Penalty: 5709.383301
	Iteration 20F: 3 clusters Score -1.141426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11414273.000000 Penalty: 5709.383301
	Iteration 21Q: 3 clusters Score -1.141427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99416 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11414281.000000 Penalty: 5709.383301
	Iteration 22Q: 3 clusters Score -1.141428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11414278.000000 Penalty: 5709.383301
	Iteration 23Q: 3 clusters Score -1.141428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11414286.000000 Penalty: 5709.383301
	Iteration 24Q: 3 clusters Score -1.141429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11414288.000000 Penalty: 5709.383301
	Iteration 25Q: 3 clusters Score -1.141429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -11414293.000000 Penalty: 5709.383301
	Iteration 26Q: 3 clusters Score -1.141429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11414293.000000 Penalty: 5709.383301
	Iteration 27Q: 3 clusters Score -1.141429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -11414283.000000 Penalty: 5709.383301
	Iteration 28Q: 3 clusters Score -1.141428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99438 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11414300.000000 Penalty: 5709.383301
	Iteration 29Q: 3 clusters Score -1.14143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11414297.000000 Penalty: 5709.383301
	Iteration 30Q: 3 clusters Score -1.14143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99439 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11414297.000000 Penalty: 5709.383301
	Iteration 31F: 3 clusters Score -1.14143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -3493915.000000 Penalty: 2551.618408
	Iteration 0F: 2 clusters Score -3493915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3473817.500000 Penalty: 5103.236816
	Iteration 0F: 3 clusters Score -3473818 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3480959.750000 Penalty: 5103.236816
	Iteration 1F: 3 clusters Score -3480960 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -3481531.250000 Penalty: 5103.236816
	Iteration 2Q: 3 clusters Score -3481531 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3482247.000000 Penalty: 5103.236816
	Iteration 3F: 3 clusters Score -3482247 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3483273.750000 Penalty: 5103.236816
	Iteration 4F: 3 clusters Score -3483274 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3484524.750000 Penalty: 5103.236816
	Iteration 5F: 3 clusters Score -3484525 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -3485993.250000 Penalty: 5103.236816
	Iteration 6F: 3 clusters Score -3485993 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -3487331.750000 Penalty: 5103.236816
	Iteration 7F: 3 clusters Score -3487332 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3488347.000000 Penalty: 5103.236816
	Iteration 8F: 3 clusters Score -3488347 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3489081.000000 Penalty: 5103.236816
	Iteration 9Q: 3 clusters Score -3489081 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3489675.750000 Penalty: 5103.236816
	Iteration 10Q: 3 clusters Score -3489676 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3490201.000000 Penalty: 5103.236816
	Iteration 11Q: 3 clusters Score -3490201 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3490656.250000 Penalty: 5103.236816
	Iteration 12Q: 3 clusters Score -3490656 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3490977.500000 Penalty: 5103.236816
	Iteration 13Q: 3 clusters Score -3490978 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3491220.000000 Penalty: 5103.236816
	Iteration 14Q: 3 clusters Score -3491220 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3491397.500000 Penalty: 5103.236816
	Iteration 15Q: 3 clusters Score -3491398 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3491547.000000 Penalty: 5103.236816
	Iteration 16Q: 3 clusters Score -3491547 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3491651.000000 Penalty: 5103.236816
	Iteration 17Q: 3 clusters Score -3491651 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3491739.000000 Penalty: 5103.236816
	Iteration 18Q: 3 clusters Score -3491739 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3491813.500000 Penalty: 5103.236816
	Iteration 19Q: 3 clusters Score -3491814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3491854.500000 Penalty: 5103.236816
	Iteration 20F: 3 clusters Score -3491854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3491903.000000 Penalty: 5103.236816
	Iteration 21Q: 3 clusters Score -3491903 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3491924.250000 Penalty: 5103.236816
	Iteration 22Q: 3 clusters Score -3491924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3491957.500000 Penalty: 5103.236816
	Iteration 23Q: 3 clusters Score -3491958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3491981.750000 Penalty: 5103.236816
	Iteration 24Q: 3 clusters Score -3491982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3491992.500000 Penalty: 5103.236816
	Iteration 25Q: 3 clusters Score -3491992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3492004.750000 Penalty: 5103.236816
	Iteration 26Q: 3 clusters Score -3492005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3492023.750000 Penalty: 5103.236816
	Iteration 27Q: 3 clusters Score -3492024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3492034.250000 Penalty: 5103.236816
	Iteration 28Q: 3 clusters Score -3492034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3492042.000000 Penalty: 5103.236816
	Iteration 29Q: 3 clusters Score -3492042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3492053.750000 Penalty: 5103.236816
	Iteration 30Q: 3 clusters Score -3492054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3492055.250000 Penalty: 5103.236816
	Iteration 31Q: 3 clusters Score -3492055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3492061.000000 Penalty: 5103.236816
	Iteration 32Q: 3 clusters Score -3492061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3492064.750000 Penalty: 5103.236816
	Iteration 33Q: 3 clusters Score -3492065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3492065.750000 Penalty: 5103.236816
	Iteration 34Q: 3 clusters Score -3492066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3492078.250000 Penalty: 5103.236816
	Iteration 35Q: 3 clusters Score -3492078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3492083.000000 Penalty: 5103.236816
	Iteration 36Q: 3 clusters Score -3492083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3492088.250000 Penalty: 5103.236816
	Iteration 37Q: 3 clusters Score -3492088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3492082.000000 Penalty: 5103.236816
	Iteration 38Q: 3 clusters Score -3492082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3492091.750000 Penalty: 5103.236816
	Iteration 39Q: 3 clusters Score -3492092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3492087.750000 Penalty: 5103.236816
	Iteration 40F: 3 clusters Score -3492088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3492085.250000 Penalty: 5103.236816
	Iteration 41Q: 3 clusters Score -3492085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3492086.500000 Penalty: 5103.236816
	Iteration 42Q: 3 clusters Score -3492086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3492084.000000 Penalty: 5103.236816
	Iteration 43Q: 3 clusters Score -3492084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3492090.250000 Penalty: 5103.236816
	Iteration 44Q: 3 clusters Score -3492090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3492085.250000 Penalty: 5103.236816
	Iteration 45Q: 3 clusters Score -3492085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3492088.500000 Penalty: 5103.236816
	Iteration 46Q: 3 clusters Score -3492088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3492091.500000 Penalty: 5103.236816
	Iteration 47Q: 3 clusters Score -3492092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3492100.750000 Penalty: 5103.236816
	Iteration 48Q: 3 clusters Score -3492101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3492098.250000 Penalty: 5103.236816
	Iteration 49Q: 3 clusters Score -3492098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3492102.750000 Penalty: 5103.236816
	Iteration 50Q: 3 clusters Score -3492103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3492100.000000 Penalty: 5103.236816
	Iteration 51Q: 3 clusters Score -3492100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3492100.000000 Penalty: 5103.236816
	Iteration 52Q: 3 clusters Score -3492100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3492104.500000 Penalty: 5103.236816
	Iteration 53Q: 3 clusters Score -3492104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3492106.250000 Penalty: 5103.236816
	Iteration 54Q: 3 clusters Score -3492106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3492108.250000 Penalty: 5103.236816
	Iteration 55Q: 3 clusters Score -3492108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3492105.250000 Penalty: 5103.236816
	Iteration 56Q: 3 clusters Score -3492105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3492104.250000 Penalty: 5103.236816
	Iteration 57Q: 3 clusters Score -3492104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3492103.750000 Penalty: 5103.236816
	Iteration 58Q: 3 clusters Score -3492104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3492098.000000 Penalty: 5103.236816
	Iteration 59Q: 3 clusters Score -3492098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3492098.000000 Penalty: 5103.236816
	Iteration 60F: 3 clusters Score -3492098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Entering Unmasked Estep 
Score: -2289510.000000 Penalty: 2454.946289
	Iteration 0F: 2 clusters Score -2289510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2275478.000000 Penalty: 4909.892578
	Iteration 0F: 3 clusters Score -2275478 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2280333.500000 Penalty: 4909.892578
	Iteration 1F: 3 clusters Score -2280334 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2280889.750000 Penalty: 4909.892578
	Iteration 2F: 3 clusters Score -2280890 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2281409.750000 Penalty: 4909.892578
	Iteration 3F: 3 clusters Score -2281410 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2281953.750000 Penalty: 4909.892578
	Iteration 4F: 3 clusters Score -2281954 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2282536.500000 Penalty: 4909.892578
	Iteration 5F: 3 clusters Score -2282536 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2283195.250000 Penalty: 4909.892578
	Iteration 6F: 3 clusters Score -2283195 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2283887.000000 Penalty: 4909.892578
	Iteration 7F: 3 clusters Score -2283887 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2284564.000000 Penalty: 4909.892578
	Iteration 8F: 3 clusters Score -2284564 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2285168.000000 Penalty: 4909.892578
	Iteration 9Q: 3 clusters Score -2285168 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2285714.500000 Penalty: 4909.892578
	Iteration 10Q: 3 clusters Score -2285714 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2286169.750000 Penalty: 4909.892578
	Iteration 11Q: 3 clusters Score -2286170 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2286480.250000 Penalty: 4909.892578
	Iteration 12Q: 3 clusters Score -2286480 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2286726.250000 Penalty: 4909.892578
	Iteration 13Q: 3 clusters Score -2286726 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2286908.750000 Penalty: 4909.892578
	Iteration 14Q: 3 clusters Score -2286909 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2287033.500000 Penalty: 4909.892578
	Iteration 15Q: 3 clusters Score -2287034 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2287138.000000 Penalty: 4909.892578
	Iteration 16Q: 3 clusters Score -2287138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2287214.750000 Penalty: 4909.892578
	Iteration 17Q: 3 clusters Score -2287215 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2287265.000000 Penalty: 4909.892578
	Iteration 18Q: 3 clusters Score -2287265 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2287298.500000 Penalty: 4909.892578
	Iteration 19Q: 3 clusters Score -2287298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2287324.750000 Penalty: 4909.892578
	Iteration 20F: 3 clusters Score -2287325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2287338.500000 Penalty: 4909.892578
	Iteration 21Q: 3 clusters Score -2287338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2287362.000000 Penalty: 4909.892578
	Iteration 22Q: 3 clusters Score -2287362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2287375.500000 Penalty: 4909.892578
	Iteration 23Q: 3 clusters Score -2287376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2287381.750000 Penalty: 4909.892578
	Iteration 24Q: 3 clusters Score -2287382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2287393.000000 Penalty: 4909.892578
	Iteration 25Q: 3 clusters Score -2287393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2287409.250000 Penalty: 4909.892578
	Iteration 26Q: 3 clusters Score -2287409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2287410.500000 Penalty: 4909.892578
	Iteration 27Q: 3 clusters Score -2287410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2287415.000000 Penalty: 4909.892578
	Iteration 28Q: 3 clusters Score -2287415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2287422.000000 Penalty: 4909.892578
	Iteration 29Q: 3 clusters Score -2287422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2287425.750000 Penalty: 4909.892578
	Iteration 30Q: 3 clusters Score -2287426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2287427.500000 Penalty: 4909.892578
	Iteration 31Q: 3 clusters Score -2287428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2287430.750000 Penalty: 4909.892578
	Iteration 32Q: 3 clusters Score -2287431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2287432.250000 Penalty: 4909.892578
	Iteration 33Q: 3 clusters Score -2287432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2287430.750000 Penalty: 4909.892578
	Iteration 34Q: 3 clusters Score -2287431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2287432.500000 Penalty: 4909.892578
	Iteration 35Q: 3 clusters Score -2287432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2287435.500000 Penalty: 4909.892578
	Iteration 36Q: 3 clusters Score -2287436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2287439.500000 Penalty: 4909.892578
	Iteration 37Q: 3 clusters Score -2287440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2287440.750000 Penalty: 4909.892578
	Iteration 38Q: 3 clusters Score -2287441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2287441.000000 Penalty: 4909.892578
	Iteration 39Q: 3 clusters Score -2287441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2287441.000000 Penalty: 4909.892578
	Iteration 40F: 3 clusters Score -2287441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Entering Unmasked Estep 
Score: -2333516.000000 Penalty: 2454.122803
	Iteration 0F: 2 clusters Score -2333516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2319453.000000 Penalty: 4908.245605
	Iteration 0F: 3 clusters Score -2319453 nChanged 8757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2324110.250000 Penalty: 4908.245605
	Iteration 1F: 3 clusters Score -2324110 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2324622.750000 Penalty: 4908.245605
	Iteration 2F: 3 clusters Score -2324623 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2325188.500000 Penalty: 4908.245605
	Iteration 3F: 3 clusters Score -2325188 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2325975.000000 Penalty: 4908.245605
	Iteration 4F: 3 clusters Score -2325975 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2327130.500000 Penalty: 4908.245605
	Iteration 5F: 3 clusters Score -2327130 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2328618.500000 Penalty: 4908.245605
	Iteration 6F: 3 clusters Score -2328618 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2330101.750000 Penalty: 4908.245605
	Iteration 7F: 3 clusters Score -2330102 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2331179.250000 Penalty: 4908.245605
	Iteration 8F: 3 clusters Score -2331179 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2331871.500000 Penalty: 4908.245605
	Iteration 9Q: 3 clusters Score -2331872 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2332311.750000 Penalty: 4908.245605
	Iteration 10Q: 3 clusters Score -2332312 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2332573.500000 Penalty: 4908.245605
	Iteration 11Q: 3 clusters Score -2332574 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2332694.500000 Penalty: 4908.245605
	Iteration 12Q: 3 clusters Score -2332694 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2332779.000000 Penalty: 4908.245605
	Iteration 13Q: 3 clusters Score -2332779 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2332814.250000 Penalty: 4908.245605
	Iteration 14Q: 3 clusters Score -2332814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2332842.250000 Penalty: 4908.245605
	Iteration 15Q: 3 clusters Score -2332842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2332857.750000 Penalty: 4908.245605
	Iteration 16Q: 3 clusters Score -2332858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2332869.250000 Penalty: 4908.245605
	Iteration 17Q: 3 clusters Score -2332869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2332881.000000 Penalty: 4908.245605
	Iteration 18Q: 3 clusters Score -2332881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2332896.500000 Penalty: 4908.245605
	Iteration 19Q: 3 clusters Score -2332896 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2332905.000000 Penalty: 4908.245605
	Iteration 20F: 3 clusters Score -2332905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2332914.500000 Penalty: 4908.245605
	Iteration 21Q: 3 clusters Score -2332914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2332919.500000 Penalty: 4908.245605
	Iteration 22Q: 3 clusters Score -2332920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2332927.750000 Penalty: 4908.245605
	Iteration 23Q: 3 clusters Score -2332928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2332925.250000 Penalty: 4908.245605
	Iteration 24Q: 3 clusters Score -2332925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2332935.500000 Penalty: 4908.245605
	Iteration 25Q: 3 clusters Score -2332936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2332938.000000 Penalty: 4908.245605
	Iteration 26Q: 3 clusters Score -2332938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2332936.750000 Penalty: 4908.245605
	Iteration 27Q: 3 clusters Score -2332937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2332938.750000 Penalty: 4908.245605
	Iteration 28Q: 3 clusters Score -2332939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2332938.250000 Penalty: 4908.245605
	Iteration 29Q: 3 clusters Score -2332938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2332938.750000 Penalty: 4908.245605
	Iteration 30Q: 3 clusters Score -2332939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2332938.000000 Penalty: 4908.245605
	Iteration 31Q: 3 clusters Score -2332938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2332938.250000 Penalty: 4908.245605
	Iteration 32Q: 3 clusters Score -2332938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2332942.000000 Penalty: 4908.245605
	Iteration 33Q: 3 clusters Score -2332942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2332941.000000 Penalty: 4908.245605
	Iteration 34Q: 3 clusters Score -2332941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2332939.250000 Penalty: 4908.245605
	Iteration 35Q: 3 clusters Score -2332939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2332939.750000 Penalty: 4908.245605
	Iteration 36Q: 3 clusters Score -2332940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2332940.750000 Penalty: 4908.245605
	Iteration 37Q: 3 clusters Score -2332941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2332942.000000 Penalty: 4908.245605
	Iteration 38Q: 3 clusters Score -2332942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2332943.500000 Penalty: 4908.245605
	Iteration 39Q: 3 clusters Score -2332944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2332943.500000 Penalty: 4908.245605
	Iteration 40F: 3 clusters Score -2332944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -53810.859375 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -53810.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52419.468750 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -52419.47 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53228.972656 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -53228.97 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53538.203125 Penalty: 3182.699219
	Iteration 2F: 3 clusters Score -53538.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53725.937500 Penalty: 3182.699219
	Iteration 3F: 3 clusters Score -53725.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53852.457031 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -53852.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -54014.132812 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -54014.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54149.191406 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -54149.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54252.332031 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -54252.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54362.660156 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -54362.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54428.511719 Penalty: 3182.699219
	Iteration 9Q: 3 clusters Score -54428.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54511.000000 Penalty: 3182.699219
	Iteration 10Q: 3 clusters Score -54511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54586.179688 Penalty: 3182.699219
	Iteration 11Q: 3 clusters Score -54586.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54588.332031 Penalty: 3182.699219
	Iteration 12Q: 3 clusters Score -54588.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54589.925781 Penalty: 3182.699219
	Iteration 13Q: 3 clusters Score -54589.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54589.925781 Penalty: 3182.699219
	Iteration 14F: 3 clusters Score -54589.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 208080 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 27170 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 131453 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 9941 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 21355 members 
Mstep: Class 40 contains 195 members 
Entering Unmasked Estep 
Score: -225887424.000000 Penalty: 143991.093750
Splitting cluster 23 changes total score from -225878976.000000 to -225887424.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (6510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Entering Unmasked Estep 
Score: -686627.625000 Penalty: 2177.711426
	Iteration 0F: 2 clusters Score -686627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -681259.375000 Penalty: 4355.422852
	Iteration 0F: 3 clusters Score -681259.4 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -682757.000000 Penalty: 4355.422852
	Iteration 1F: 3 clusters Score -682757 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -683159.625000 Penalty: 4355.422852
	Iteration 2F: 3 clusters Score -683159.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -683583.312500 Penalty: 4355.422852
	Iteration 3F: 3 clusters Score -683583.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -684037.937500 Penalty: 4355.422852
	Iteration 4F: 3 clusters Score -684037.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -684433.125000 Penalty: 4355.422852
	Iteration 5F: 3 clusters Score -684433.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -684751.875000 Penalty: 4355.422852
	Iteration 6F: 3 clusters Score -684751.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -684974.750000 Penalty: 4355.422852
	Iteration 7Q: 3 clusters Score -684974.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -685162.312500 Penalty: 4355.422852
	Iteration 8Q: 3 clusters Score -685162.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -685312.375000 Penalty: 4355.422852
	Iteration 9Q: 3 clusters Score -685312.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -685455.625000 Penalty: 4355.422852
	Iteration 10Q: 3 clusters Score -685455.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -685553.625000 Penalty: 4355.422852
	Iteration 11Q: 3 clusters Score -685553.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -685612.500000 Penalty: 4355.422852
	Iteration 12Q: 3 clusters Score -685612.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -685658.750000 Penalty: 4355.422852
	Iteration 13Q: 3 clusters Score -685658.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -685703.187500 Penalty: 4355.422852
	Iteration 14Q: 3 clusters Score -685703.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -685750.000000 Penalty: 4355.422852
	Iteration 15Q: 3 clusters Score -685750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -685795.437500 Penalty: 4355.422852
	Iteration 16Q: 3 clusters Score -685795.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -685825.000000 Penalty: 4355.422852
	Iteration 17Q: 3 clusters Score -685825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -685852.375000 Penalty: 4355.422852
	Iteration 18Q: 3 clusters Score -685852.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -685864.312500 Penalty: 4355.422852
	Iteration 19Q: 3 clusters Score -685864.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -685872.250000 Penalty: 4355.422852
	Iteration 20F: 3 clusters Score -685872.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -685878.250000 Penalty: 4355.422852
	Iteration 21Q: 3 clusters Score -685878.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -685880.750000 Penalty: 4355.422852
	Iteration 22Q: 3 clusters Score -685880.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -685883.312500 Penalty: 4355.422852
	Iteration 23Q: 3 clusters Score -685883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -685885.750000 Penalty: 4355.422852
	Iteration 24Q: 3 clusters Score -685885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -685886.625000 Penalty: 4355.422852
	Iteration 25Q: 3 clusters Score -685886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -685889.062500 Penalty: 4355.422852
	Iteration 26Q: 3 clusters Score -685889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -685889.437500 Penalty: 4355.422852
	Iteration 27Q: 3 clusters Score -685889.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -685890.125000 Penalty: 4355.422852
	Iteration 28Q: 3 clusters Score -685890.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -685893.687500 Penalty: 4355.422852
	Iteration 29Q: 3 clusters Score -685893.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -685893.812500 Penalty: 4355.422852
	Iteration 30Q: 3 clusters Score -685893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -685894.812500 Penalty: 4355.422852
	Iteration 31Q: 3 clusters Score -685894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -685894.500000 Penalty: 4355.422852
	Iteration 32Q: 3 clusters Score -685894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -685895.750000 Penalty: 4355.422852
	Iteration 33Q: 3 clusters Score -685895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -685895.750000 Penalty: 4355.422852
	Iteration 34F: 3 clusters Score -685895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (127402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127402 members 
Entering Unmasked Estep 
Score: -14853445.000000 Penalty: 2915.265625
	Iteration 0F: 2 clusters Score -1.485344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -14767996.000000 Penalty: 5830.531250
	Iteration 0F: 3 clusters Score -1.4768e+07 nChanged 60676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68567 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -14804241.000000 Penalty: 5830.531250
	Iteration 1F: 3 clusters Score -1.480424e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -14807504.000000 Penalty: 5830.531250
	Iteration 2F: 3 clusters Score -1.48075e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -14812667.000000 Penalty: 5830.531250
	Iteration 3F: 3 clusters Score -1.481267e+07 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -14818899.000000 Penalty: 5830.531250
	Iteration 4F: 3 clusters Score -1.48189e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92358 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -14825486.000000 Penalty: 5830.531250
	Iteration 5F: 3 clusters Score -1.482549e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99848 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -14831612.000000 Penalty: 5830.531250
	Iteration 6F: 3 clusters Score -1.483161e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106725 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -14836692.000000 Penalty: 5830.531250
	Iteration 7F: 3 clusters Score -1.483669e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112637 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -14841060.000000 Penalty: 5830.531250
	Iteration 8Q: 3 clusters Score -1.484106e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117393 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -14844565.000000 Penalty: 5830.531250
	Iteration 9Q: 3 clusters Score -1.484456e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120860 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -14847129.000000 Penalty: 5830.531250
	Iteration 10Q: 3 clusters Score -1.484713e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -14848640.000000 Penalty: 5830.531250
	Iteration 11Q: 3 clusters Score -1.484864e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124464 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -14849595.000000 Penalty: 5830.531250
	Iteration 12Q: 3 clusters Score -1.48496e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125265 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -14850156.000000 Penalty: 5830.531250
	Iteration 13Q: 3 clusters Score -1.485016e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125700 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -14850497.000000 Penalty: 5830.531250
	Iteration 14Q: 3 clusters Score -1.48505e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125977 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -14850734.000000 Penalty: 5830.531250
	Iteration 15Q: 3 clusters Score -1.485073e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126130 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -14850844.000000 Penalty: 5830.531250
	Iteration 16Q: 3 clusters Score -1.485084e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126215 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -14850937.000000 Penalty: 5830.531250
	Iteration 17Q: 3 clusters Score -1.485094e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126270 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14850961.000000 Penalty: 5830.531250
	Iteration 18Q: 3 clusters Score -1.485096e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126311 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -14851000.000000 Penalty: 5830.531250
	Iteration 19Q: 3 clusters Score -1.4851e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126342 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14851043.000000 Penalty: 5830.531250
	Iteration 20F: 3 clusters Score -1.485104e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126365 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14851077.000000 Penalty: 5830.531250
	Iteration 21Q: 3 clusters Score -1.485108e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126391 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -14851100.000000 Penalty: 5830.531250
	Iteration 22Q: 3 clusters Score -1.48511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126407 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14851111.000000 Penalty: 5830.531250
	Iteration 23Q: 3 clusters Score -1.485111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126427 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14851145.000000 Penalty: 5830.531250
	Iteration 24Q: 3 clusters Score -1.485114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126439 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -14851143.000000 Penalty: 5830.531250
	Iteration 25Q: 3 clusters Score -1.485114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -14851158.000000 Penalty: 5830.531250
	Iteration 26Q: 3 clusters Score -1.485116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126445 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14851187.000000 Penalty: 5830.531250
	Iteration 27Q: 3 clusters Score -1.485119e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -14851200.000000 Penalty: 5830.531250
	Iteration 28Q: 3 clusters Score -1.48512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14851219.000000 Penalty: 5830.531250
	Iteration 29Q: 3 clusters Score -1.485122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14851233.000000 Penalty: 5830.531250
	Iteration 30Q: 3 clusters Score -1.485123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126456 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14851245.000000 Penalty: 5830.531250
	Iteration 31Q: 3 clusters Score -1.485124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126456 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14851240.000000 Penalty: 5830.531250
	Iteration 32Q: 3 clusters Score -1.485124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126455 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14851246.000000 Penalty: 5830.531250
	Iteration 33Q: 3 clusters Score -1.485125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126459 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14851261.000000 Penalty: 5830.531250
	Iteration 34Q: 3 clusters Score -1.485126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14851278.000000 Penalty: 5830.531250
	Iteration 35Q: 3 clusters Score -1.485128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126454 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -14851289.000000 Penalty: 5830.531250
	Iteration 36Q: 3 clusters Score -1.485129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14851295.000000 Penalty: 5830.531250
	Iteration 37Q: 3 clusters Score -1.48513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126450 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14851292.000000 Penalty: 5830.531250
	Iteration 38Q: 3 clusters Score -1.485129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126449 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -14851293.000000 Penalty: 5830.531250
	Iteration 39Q: 3 clusters Score -1.485129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126451 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14851291.000000 Penalty: 5830.531250
	Iteration 40F: 3 clusters Score -1.485129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14851285.000000 Penalty: 5830.531250
	Iteration 41Q: 3 clusters Score -1.485128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14851280.000000 Penalty: 5830.531250
	Iteration 42Q: 3 clusters Score -1.485128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126452 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14851280.000000 Penalty: 5830.531250
	Iteration 43F: 3 clusters Score -1.485128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Entering Unmasked Estep 
Score: -1565071.000000 Penalty: 2366.330811
	Iteration 0F: 2 clusters Score -1565071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1555006.875000 Penalty: 4732.661621
	Iteration 0F: 3 clusters Score -1555007 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1558449.375000 Penalty: 4732.661621
	Iteration 1F: 3 clusters Score -1558449 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1559049.875000 Penalty: 4732.661621
	Iteration 2F: 3 clusters Score -1559050 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1559630.000000 Penalty: 4732.661621
	Iteration 3F: 3 clusters Score -1559630 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1560213.750000 Penalty: 4732.661621
	Iteration 4F: 3 clusters Score -1560214 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1560793.375000 Penalty: 4732.661621
	Iteration 5F: 3 clusters Score -1560793 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1561426.125000 Penalty: 4732.661621
	Iteration 6F: 3 clusters Score -1561426 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1562040.375000 Penalty: 4732.661621
	Iteration 7F: 3 clusters Score -1562040 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1562500.625000 Penalty: 4732.661621
	Iteration 8Q: 3 clusters Score -1562501 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1562831.875000 Penalty: 4732.661621
	Iteration 9Q: 3 clusters Score -1562832 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1563020.875000 Penalty: 4732.661621
	Iteration 10Q: 3 clusters Score -1563021 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1563140.125000 Penalty: 4732.661621
	Iteration 11Q: 3 clusters Score -1563140 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1563214.125000 Penalty: 4732.661621
	Iteration 12Q: 3 clusters Score -1563214 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1563262.250000 Penalty: 4732.661621
	Iteration 13Q: 3 clusters Score -1563262 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1563290.125000 Penalty: 4732.661621
	Iteration 14Q: 3 clusters Score -1563290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1563309.375000 Penalty: 4732.661621
	Iteration 15Q: 3 clusters Score -1563309 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1563325.375000 Penalty: 4732.661621
	Iteration 16Q: 3 clusters Score -1563325 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1563348.250000 Penalty: 4732.661621
	Iteration 17Q: 3 clusters Score -1563348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1563364.000000 Penalty: 4732.661621
	Iteration 18Q: 3 clusters Score -1563364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1563375.750000 Penalty: 4732.661621
	Iteration 19Q: 3 clusters Score -1563376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1563387.500000 Penalty: 4732.661621
	Iteration 20F: 3 clusters Score -1563388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1563401.625000 Penalty: 4732.661621
	Iteration 21Q: 3 clusters Score -1563402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1563420.250000 Penalty: 4732.661621
	Iteration 22Q: 3 clusters Score -1563420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1563431.500000 Penalty: 4732.661621
	Iteration 23Q: 3 clusters Score -1563432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1563449.500000 Penalty: 4732.661621
	Iteration 24Q: 3 clusters Score -1563450 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1563458.625000 Penalty: 4732.661621
	Iteration 25Q: 3 clusters Score -1563459 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1563474.000000 Penalty: 4732.661621
	Iteration 26Q: 3 clusters Score -1563474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1563485.625000 Penalty: 4732.661621
	Iteration 27Q: 3 clusters Score -1563486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1563479.625000 Penalty: 4732.661621
	Iteration 28Q: 3 clusters Score -1563480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1563490.250000 Penalty: 4732.661621
	Iteration 29Q: 3 clusters Score -1563490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1563494.250000 Penalty: 4732.661621
	Iteration 30Q: 3 clusters Score -1563494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1563501.375000 Penalty: 4732.661621
	Iteration 31Q: 3 clusters Score -1563501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1563501.625000 Penalty: 4732.661621
	Iteration 32Q: 3 clusters Score -1563502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1563506.875000 Penalty: 4732.661621
	Iteration 33Q: 3 clusters Score -1563507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1563514.750000 Penalty: 4732.661621
	Iteration 34Q: 3 clusters Score -1563515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1563522.875000 Penalty: 4732.661621
	Iteration 35Q: 3 clusters Score -1563523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1563525.625000 Penalty: 4732.661621
	Iteration 36Q: 3 clusters Score -1563526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1563529.750000 Penalty: 4732.661621
	Iteration 37Q: 3 clusters Score -1563530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1563538.000000 Penalty: 4732.661621
	Iteration 38Q: 3 clusters Score -1563538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1563544.125000 Penalty: 4732.661621
	Iteration 39Q: 3 clusters Score -1563544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1563548.000000 Penalty: 4732.661621
	Iteration 40F: 3 clusters Score -1563548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1563557.375000 Penalty: 4732.661621
	Iteration 41Q: 3 clusters Score -1563557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1563565.500000 Penalty: 4732.661621
	Iteration 42Q: 3 clusters Score -1563566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1563578.125000 Penalty: 4732.661621
	Iteration 43Q: 3 clusters Score -1563578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1563593.125000 Penalty: 4732.661621
	Iteration 44Q: 3 clusters Score -1563593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1563609.375000 Penalty: 4732.661621
	Iteration 45Q: 3 clusters Score -1563609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1563619.625000 Penalty: 4732.661621
	Iteration 46Q: 3 clusters Score -1563620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1563637.250000 Penalty: 4732.661621
	Iteration 47Q: 3 clusters Score -1563637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1563656.250000 Penalty: 4732.661621
	Iteration 48Q: 3 clusters Score -1563656 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1563690.250000 Penalty: 4732.661621
	Iteration 49Q: 3 clusters Score -1563690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1563723.125000 Penalty: 4732.661621
	Iteration 50Q: 3 clusters Score -1563723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1563764.750000 Penalty: 4732.661621
	Iteration 51Q: 3 clusters Score -1563765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1563826.375000 Penalty: 4732.661621
	Iteration 52Q: 3 clusters Score -1563826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1563929.000000 Penalty: 4732.661621
	Iteration 53Q: 3 clusters Score -1563929 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1564104.875000 Penalty: 4732.661621
	Iteration 54Q: 3 clusters Score -1564105 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1564262.750000 Penalty: 4732.661621
	Iteration 55Q: 3 clusters Score -1564263 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1564388.750000 Penalty: 4732.661621
	Iteration 56Q: 3 clusters Score -1564389 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1564462.250000 Penalty: 4732.661621
	Iteration 57Q: 3 clusters Score -1564462 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1564514.750000 Penalty: 4732.661621
	Iteration 58Q: 3 clusters Score -1564515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1564544.500000 Penalty: 4732.661621
	Iteration 59Q: 3 clusters Score -1564544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1564559.375000 Penalty: 4732.661621
	Iteration 60F: 3 clusters Score -1564559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1564568.875000 Penalty: 4732.661621
	Iteration 61Q: 3 clusters Score -1564569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1564583.750000 Penalty: 4732.661621
	Iteration 62Q: 3 clusters Score -1564584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1564591.625000 Penalty: 4732.661621
	Iteration 63Q: 3 clusters Score -1564592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1564600.375000 Penalty: 4732.661621
	Iteration 64Q: 3 clusters Score -1564600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1564606.125000 Penalty: 4732.661621
	Iteration 65Q: 3 clusters Score -1564606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1564615.375000 Penalty: 4732.661621
	Iteration 66Q: 3 clusters Score -1564615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1564616.250000 Penalty: 4732.661621
	Iteration 67Q: 3 clusters Score -1564616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1564622.875000 Penalty: 4732.661621
	Iteration 68Q: 3 clusters Score -1564623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1564620.000000 Penalty: 4732.661621
	Iteration 69Q: 3 clusters Score -1564620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1564617.875000 Penalty: 4732.661621
	Iteration 70Q: 3 clusters Score -1564618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1564621.250000 Penalty: 4732.661621
	Iteration 71Q: 3 clusters Score -1564621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1564622.000000 Penalty: 4732.661621
	Iteration 72Q: 3 clusters Score -1564622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1564624.500000 Penalty: 4732.661621
	Iteration 73Q: 3 clusters Score -1564624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1564621.875000 Penalty: 4732.661621
	Iteration 74Q: 3 clusters Score -1564622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1564623.125000 Penalty: 4732.661621
	Iteration 75Q: 3 clusters Score -1564623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1564623.125000 Penalty: 4732.661621
	Iteration 76F: 3 clusters Score -1564623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (131453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131453 members 
Entering Unmasked Estep 
Score: -15133732.000000 Penalty: 2923.028320
	Iteration 0F: 2 clusters Score -1.513373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65717 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -15045531.000000 Penalty: 5846.056641
	Iteration 0F: 3 clusters Score -1.504553e+07 nChanged 62639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65522 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -15082336.000000 Penalty: 5846.056641
	Iteration 1F: 3 clusters Score -1.508234e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65243 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -15083539.000000 Penalty: 5846.056641
	Iteration 2Q: 3 clusters Score -1.508354e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64684 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -15085164.000000 Penalty: 5846.056641
	Iteration 3Q: 3 clusters Score -1.508516e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -15087507.000000 Penalty: 5846.056641
	Iteration 4Q: 3 clusters Score -1.508751e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -15090740.000000 Penalty: 5846.056641
	Iteration 5Q: 3 clusters Score -1.509074e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -15095275.000000 Penalty: 5846.056641
	Iteration 6F: 3 clusters Score -1.509528e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55653 members 
Mstep: Class 2 contains 75800 members 
Entering Unmasked Estep 
Score: -15100873.000000 Penalty: 5846.056641
	Iteration 7F: 3 clusters Score -1.510087e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -15107600.000000 Penalty: 5846.056641
	Iteration 8F: 3 clusters Score -1.51076e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 83642 members 
Entering Unmasked Estep 
Score: -15115129.000000 Penalty: 5846.056641
	Iteration 9F: 3 clusters Score -1.511513e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -15121980.000000 Penalty: 5846.056641
	Iteration 10F: 3 clusters Score -1.512198e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -15126806.000000 Penalty: 5846.056641
	Iteration 11Q: 3 clusters Score -1.512681e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -15129083.000000 Penalty: 5846.056641
	Iteration 12Q: 3 clusters Score -1.512908e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -15130138.000000 Penalty: 5846.056641
	Iteration 13Q: 3 clusters Score -1.513014e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -15130771.000000 Penalty: 5846.056641
	Iteration 14Q: 3 clusters Score -1.513077e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -15131208.000000 Penalty: 5846.056641
	Iteration 15Q: 3 clusters Score -1.513121e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -15131479.000000 Penalty: 5846.056641
	Iteration 16Q: 3 clusters Score -1.513148e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 91146 members 
Entering Unmasked Estep 
Score: -15131661.000000 Penalty: 5846.056641
	Iteration 17Q: 3 clusters Score -1.513166e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -15131831.000000 Penalty: 5846.056641
	Iteration 18Q: 3 clusters Score -1.513183e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 91050 members 
Entering Unmasked Estep 
Score: -15131896.000000 Penalty: 5846.056641
	Iteration 19Q: 3 clusters Score -1.51319e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -15131912.000000 Penalty: 5846.056641
	Iteration 20F: 3 clusters Score -1.513191e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 90846 members 
Entering Unmasked Estep 
Score: -15131938.000000 Penalty: 5846.056641
	Iteration 21Q: 3 clusters Score -1.513194e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -15131980.000000 Penalty: 5846.056641
	Iteration 22Q: 3 clusters Score -1.513198e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -15131998.000000 Penalty: 5846.056641
	Iteration 23Q: 3 clusters Score -1.5132e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -15132017.000000 Penalty: 5846.056641
	Iteration 24Q: 3 clusters Score -1.513202e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -15132032.000000 Penalty: 5846.056641
	Iteration 25Q: 3 clusters Score -1.513203e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -15132051.000000 Penalty: 5846.056641
	Iteration 26Q: 3 clusters Score -1.513205e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -15132065.000000 Penalty: 5846.056641
	Iteration 27Q: 3 clusters Score -1.513206e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -15132050.000000 Penalty: 5846.056641
	Iteration 28Q: 3 clusters Score -1.513205e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -15132038.000000 Penalty: 5846.056641
	Iteration 29Q: 3 clusters Score -1.513204e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 89535 members 
Entering Unmasked Estep 
Score: -15132058.000000 Penalty: 5846.056641
	Iteration 30Q: 3 clusters Score -1.513206e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 89370 members 
Entering Unmasked Estep 
Score: -15132050.000000 Penalty: 5846.056641
	Iteration 31Q: 3 clusters Score -1.513205e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -15132056.000000 Penalty: 5846.056641
	Iteration 32Q: 3 clusters Score -1.513206e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -15132048.000000 Penalty: 5846.056641
	Iteration 33Q: 3 clusters Score -1.513205e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -15132060.000000 Penalty: 5846.056641
	Iteration 34Q: 3 clusters Score -1.513206e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -15132074.000000 Penalty: 5846.056641
	Iteration 35Q: 3 clusters Score -1.513207e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -15132101.000000 Penalty: 5846.056641
	Iteration 36Q: 3 clusters Score -1.51321e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -15132083.000000 Penalty: 5846.056641
	Iteration 37Q: 3 clusters Score -1.513208e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -15132116.000000 Penalty: 5846.056641
	Iteration 38Q: 3 clusters Score -1.513212e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 87905 members 
Entering Unmasked Estep 
Score: -15132120.000000 Penalty: 5846.056641
	Iteration 39Q: 3 clusters Score -1.513212e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -15132118.000000 Penalty: 5846.056641
	Iteration 40F: 3 clusters Score -1.513212e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 87445 members 
Entering Unmasked Estep 
Score: -15132134.000000 Penalty: 5846.056641
	Iteration 41Q: 3 clusters Score -1.513213e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -15132170.000000 Penalty: 5846.056641
	Iteration 42Q: 3 clusters Score -1.513217e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -15132184.000000 Penalty: 5846.056641
	Iteration 43Q: 3 clusters Score -1.513218e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -15132204.000000 Penalty: 5846.056641
	Iteration 44Q: 3 clusters Score -1.51322e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -15132262.000000 Penalty: 5846.056641
	Iteration 45Q: 3 clusters Score -1.513226e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -15132297.000000 Penalty: 5846.056641
	Iteration 46Q: 3 clusters Score -1.51323e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -15132371.000000 Penalty: 5846.056641
	Iteration 47Q: 3 clusters Score -1.513237e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -15132385.000000 Penalty: 5846.056641
	Iteration 48Q: 3 clusters Score -1.513238e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -15132444.000000 Penalty: 5846.056641
	Iteration 49Q: 3 clusters Score -1.513244e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -15132495.000000 Penalty: 5846.056641
	Iteration 50Q: 3 clusters Score -1.51325e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
Score: -15132513.000000 Penalty: 5846.056641
	Iteration 51Q: 3 clusters Score -1.513251e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -15132564.000000 Penalty: 5846.056641
	Iteration 52Q: 3 clusters Score -1.513256e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -15132617.000000 Penalty: 5846.056641
	Iteration 53Q: 3 clusters Score -1.513262e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -15132639.000000 Penalty: 5846.056641
	Iteration 54Q: 3 clusters Score -1.513264e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -15132695.000000 Penalty: 5846.056641
	Iteration 55Q: 3 clusters Score -1.51327e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -15132762.000000 Penalty: 5846.056641
	Iteration 56Q: 3 clusters Score -1.513276e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
Score: -15132758.000000 Penalty: 5846.056641
	Iteration 57Q: 3 clusters Score -1.513276e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -15132802.000000 Penalty: 5846.056641
	Iteration 58Q: 3 clusters Score -1.51328e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -15132871.000000 Penalty: 5846.056641
	Iteration 59Q: 3 clusters Score -1.513287e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -15132959.000000 Penalty: 5846.056641
	Iteration 60F: 3 clusters Score -1.513296e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -15133092.000000 Penalty: 5846.056641
	Iteration 61Q: 3 clusters Score -1.513309e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -15133122.000000 Penalty: 5846.056641
	Iteration 62Q: 3 clusters Score -1.513312e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -15133254.000000 Penalty: 5846.056641
	Iteration 63Q: 3 clusters Score -1.513325e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -15133402.000000 Penalty: 5846.056641
	Iteration 64Q: 3 clusters Score -1.51334e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -15133556.000000 Penalty: 5846.056641
	Iteration 65Q: 3 clusters Score -1.513356e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 75069 members 
Entering Unmasked Estep 
Score: -15133622.000000 Penalty: 5846.056641
	Iteration 66Q: 3 clusters Score -1.513362e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -15133746.000000 Penalty: 5846.056641
	Iteration 67Q: 3 clusters Score -1.513375e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 73757 members 
Entering Unmasked Estep 
Score: -15133831.000000 Penalty: 5846.056641
	Iteration 68Q: 3 clusters Score -1.513383e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -15133900.000000 Penalty: 5846.056641
	Iteration 69Q: 3 clusters Score -1.51339e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -15133999.000000 Penalty: 5846.056641
	Iteration 70Q: 3 clusters Score -1.5134e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -15134059.000000 Penalty: 5846.056641
	Iteration 71Q: 3 clusters Score -1.513406e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -15134141.000000 Penalty: 5846.056641
	Iteration 72Q: 3 clusters Score -1.513414e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60536 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -15134196.000000 Penalty: 5846.056641
	Iteration 73Q: 3 clusters Score -1.51342e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 70436 members 
Entering Unmasked Estep 
Score: -15134260.000000 Penalty: 5846.056641
	Iteration 74Q: 3 clusters Score -1.513426e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 69970 members 
Entering Unmasked Estep 
Score: -15134308.000000 Penalty: 5846.056641
	Iteration 75Q: 3 clusters Score -1.513431e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61913 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -15134357.000000 Penalty: 5846.056641
	Iteration 76Q: 3 clusters Score -1.513436e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -15134362.000000 Penalty: 5846.056641
	Iteration 77Q: 3 clusters Score -1.513436e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -15134402.000000 Penalty: 5846.056641
	Iteration 78Q: 3 clusters Score -1.51344e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -15134431.000000 Penalty: 5846.056641
	Iteration 79Q: 3 clusters Score -1.513443e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -15134463.000000 Penalty: 5846.056641
	Iteration 80F: 3 clusters Score -1.513446e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63746 members 
Mstep: Class 2 contains 67707 members 
Entering Unmasked Estep 
Score: -15134477.000000 Penalty: 5846.056641
	Iteration 81Q: 3 clusters Score -1.513448e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -15134502.000000 Penalty: 5846.056641
	Iteration 82Q: 3 clusters Score -1.51345e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -15134472.000000 Penalty: 5846.056641
	Iteration 83Q: 3 clusters Score -1.513447e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -15134484.000000 Penalty: 5846.056641
	Iteration 84Q: 3 clusters Score -1.513448e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -15134463.000000 Penalty: 5846.056641
	Iteration 85Q: 3 clusters Score -1.513446e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -15134459.000000 Penalty: 5846.056641
	Iteration 86Q: 3 clusters Score -1.513446e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -15134452.000000 Penalty: 5846.056641
	Iteration 87Q: 3 clusters Score -1.513445e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -15134433.000000 Penalty: 5846.056641
	Iteration 88Q: 3 clusters Score -1.513443e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -15134419.000000 Penalty: 5846.056641
	Iteration 89Q: 3 clusters Score -1.513442e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -15134448.000000 Penalty: 5846.056641
	Iteration 90Q: 3 clusters Score -1.513445e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -15134480.000000 Penalty: 5846.056641
	Iteration 91Q: 3 clusters Score -1.513448e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -15134516.000000 Penalty: 5846.056641
	Iteration 92Q: 3 clusters Score -1.513452e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 65098 members 
Entering Unmasked Estep 
Score: -15134533.000000 Penalty: 5846.056641
	Iteration 93Q: 3 clusters Score -1.513453e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66482 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -15134506.000000 Penalty: 5846.056641
	Iteration 94Q: 3 clusters Score -1.513451e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -15134485.000000 Penalty: 5846.056641
	Iteration 95Q: 3 clusters Score -1.513448e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 64745 members 
Entering Unmasked Estep 
Score: -15134481.000000 Penalty: 5846.056641
	Iteration 96Q: 3 clusters Score -1.513448e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -15134497.000000 Penalty: 5846.056641
	Iteration 97Q: 3 clusters Score -1.51345e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 64555 members 
Entering Unmasked Estep 
Score: -15134485.000000 Penalty: 5846.056641
	Iteration 98Q: 3 clusters Score -1.513448e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66984 members 
Mstep: Class 2 contains 64469 members 
Entering Unmasked Estep 
Score: -15134477.000000 Penalty: 5846.056641
	Iteration 99Q: 3 clusters Score -1.513448e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -15134475.000000 Penalty: 5846.056641
	Iteration 100F: 3 clusters Score -1.513448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -15134483.000000 Penalty: 5846.056641
	Iteration 101Q: 3 clusters Score -1.513448e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -15134483.000000 Penalty: 5846.056641
	Iteration 102Q: 3 clusters Score -1.513448e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67246 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -15134496.000000 Penalty: 5846.056641
	Iteration 103Q: 3 clusters Score -1.51345e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -15134514.000000 Penalty: 5846.056641
	Iteration 104Q: 3 clusters Score -1.513451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -15134515.000000 Penalty: 5846.056641
	Iteration 105Q: 3 clusters Score -1.513452e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -15134525.000000 Penalty: 5846.056641
	Iteration 106Q: 3 clusters Score -1.513452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -15134521.000000 Penalty: 5846.056641
	Iteration 107Q: 3 clusters Score -1.513452e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -15134525.000000 Penalty: 5846.056641
	Iteration 108Q: 3 clusters Score -1.513452e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -15134541.000000 Penalty: 5846.056641
	Iteration 109Q: 3 clusters Score -1.513454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -15134545.000000 Penalty: 5846.056641
	Iteration 110Q: 3 clusters Score -1.513454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -15134521.000000 Penalty: 5846.056641
	Iteration 111Q: 3 clusters Score -1.513452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -15134530.000000 Penalty: 5846.056641
	Iteration 112Q: 3 clusters Score -1.513453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 63875 members 
Entering Unmasked Estep 
Score: -15134529.000000 Penalty: 5846.056641
	Iteration 113Q: 3 clusters Score -1.513453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67590 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -15134521.000000 Penalty: 5846.056641
	Iteration 114Q: 3 clusters Score -1.513452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67601 members 
Mstep: Class 2 contains 63852 members 
Entering Unmasked Estep 
Score: -15134535.000000 Penalty: 5846.056641
	Iteration 115Q: 3 clusters Score -1.513454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -15134531.000000 Penalty: 5846.056641
	Iteration 116Q: 3 clusters Score -1.513453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67614 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -15134521.000000 Penalty: 5846.056641
	Iteration 117Q: 3 clusters Score -1.513452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -15134512.000000 Penalty: 5846.056641
	Iteration 118Q: 3 clusters Score -1.513451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -15134522.000000 Penalty: 5846.056641
	Iteration 119Q: 3 clusters Score -1.513452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -15134529.000000 Penalty: 5846.056641
	Iteration 120F: 3 clusters Score -1.513453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -15134535.000000 Penalty: 5846.056641
	Iteration 121Q: 3 clusters Score -1.513454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -15134538.000000 Penalty: 5846.056641
	Iteration 122Q: 3 clusters Score -1.513454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -15134536.000000 Penalty: 5846.056641
	Iteration 123Q: 3 clusters Score -1.513454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -15134527.000000 Penalty: 5846.056641
	Iteration 124Q: 3 clusters Score -1.513453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -15134535.000000 Penalty: 5846.056641
	Iteration 125Q: 3 clusters Score -1.513454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -15134536.000000 Penalty: 5846.056641
	Iteration 126Q: 3 clusters Score -1.513454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -15134524.000000 Penalty: 5846.056641
	Iteration 127Q: 3 clusters Score -1.513452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -15134521.000000 Penalty: 5846.056641
	Iteration 128Q: 3 clusters Score -1.513452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67655 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -15134521.000000 Penalty: 5846.056641
	Iteration 129F: 3 clusters Score -1.513452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 208080 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 27170 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 67655 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Mstep: Class 33 contains 3090 members 
Mstep: Class 34 contains 5155 members 
Mstep: Class 35 contains 900 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 9941 members 
Mstep: Class 38 contains 3159 members 
Mstep: Class 39 contains 21355 members 
Mstep: Class 40 contains 195 members 
Mstep: Class 41 contains 63798 members 
Entering Unmasked Estep 
Score: -225888480.000000 Penalty: 147590.875000
Splitting cluster 27 changes total score from -225878976.000000 to -225888480.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -173620.609375 Penalty: 1834.443359
	Iteration 0F: 2 clusters Score -173620.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -171237.812500 Penalty: 3668.886719
	Iteration 0F: 3 clusters Score -171237.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171665.515625 Penalty: 3668.886719
	Iteration 1F: 3 clusters Score -171665.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -171783.468750 Penalty: 3668.886719
	Iteration 2F: 3 clusters Score -171783.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -171836.265625 Penalty: 3668.886719
	Iteration 3Q: 3 clusters Score -171836.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171879.703125 Penalty: 3668.886719
	Iteration 4Q: 3 clusters Score -171879.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171900.140625 Penalty: 3668.886719
	Iteration 5Q: 3 clusters Score -171900.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171921.343750 Penalty: 3668.886719
	Iteration 6Q: 3 clusters Score -171921.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171938.265625 Penalty: 3668.886719
	Iteration 7Q: 3 clusters Score -171938.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171948.140625 Penalty: 3668.886719
	Iteration 8Q: 3 clusters Score -171948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171955.562500 Penalty: 3668.886719
	Iteration 9Q: 3 clusters Score -171955.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -171961.765625 Penalty: 3668.886719
	Iteration 10Q: 3 clusters Score -171961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -171969.250000 Penalty: 3668.886719
	Iteration 11Q: 3 clusters Score -171969.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171977.343750 Penalty: 3668.886719
	Iteration 12Q: 3 clusters Score -171977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -171982.937500 Penalty: 3668.886719
	Iteration 13Q: 3 clusters Score -171982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171985.140625 Penalty: 3668.886719
	Iteration 14Q: 3 clusters Score -171985.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -171987.296875 Penalty: 3668.886719
	Iteration 15Q: 3 clusters Score -171987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -171987.296875 Penalty: 3668.886719
	Iteration 16F: 3 clusters Score -171987.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (55473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Entering Unmasked Estep 
Score: -5838047.500000 Penalty: 2709.065674
	Iteration 0F: 2 clusters Score -5838048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5800947.500000 Penalty: 5418.131348
	Iteration 0F: 3 clusters Score -5800948 nChanged 25664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5816581.000000 Penalty: 5418.131348
	Iteration 1F: 3 clusters Score -5816581 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -5818977.500000 Penalty: 5418.131348
	Iteration 2F: 3 clusters Score -5818978 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -5821929.500000 Penalty: 5418.131348
	Iteration 3F: 3 clusters Score -5821930 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5825001.000000 Penalty: 5418.131348
	Iteration 4F: 3 clusters Score -5825001 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -5827336.500000 Penalty: 5418.131348
	Iteration 5F: 3 clusters Score -5827336 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -5828878.000000 Penalty: 5418.131348
	Iteration 6F: 3 clusters Score -5828878 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -5829688.500000 Penalty: 5418.131348
	Iteration 7Q: 3 clusters Score -5829688 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -5830217.500000 Penalty: 5418.131348
	Iteration 8Q: 3 clusters Score -5830218 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -5830510.000000 Penalty: 5418.131348
	Iteration 9Q: 3 clusters Score -5830510 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -5830733.000000 Penalty: 5418.131348
	Iteration 10Q: 3 clusters Score -5830733 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -5830856.500000 Penalty: 5418.131348
	Iteration 11Q: 3 clusters Score -5830856 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -5830979.000000 Penalty: 5418.131348
	Iteration 12Q: 3 clusters Score -5830979 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -5831073.500000 Penalty: 5418.131348
	Iteration 13Q: 3 clusters Score -5831074 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -5831190.500000 Penalty: 5418.131348
	Iteration 14Q: 3 clusters Score -5831190 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -5831305.000000 Penalty: 5418.131348
	Iteration 15Q: 3 clusters Score -5831305 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -5831438.000000 Penalty: 5418.131348
	Iteration 16Q: 3 clusters Score -5831438 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5831570.500000 Penalty: 5418.131348
	Iteration 17Q: 3 clusters Score -5831570 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -5831759.000000 Penalty: 5418.131348
	Iteration 18Q: 3 clusters Score -5831759 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5831950.500000 Penalty: 5418.131348
	Iteration 19Q: 3 clusters Score -5831950 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -5832200.000000 Penalty: 5418.131348
	Iteration 20F: 3 clusters Score -5832200 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5832498.000000 Penalty: 5418.131348
	Iteration 21Q: 3 clusters Score -5832498 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -5832865.500000 Penalty: 5418.131348
	Iteration 22Q: 3 clusters Score -5832866 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -5833232.000000 Penalty: 5418.131348
	Iteration 23Q: 3 clusters Score -5833232 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5833625.500000 Penalty: 5418.131348
	Iteration 24Q: 3 clusters Score -5833626 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5833997.500000 Penalty: 5418.131348
	Iteration 25Q: 3 clusters Score -5833998 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5834407.000000 Penalty: 5418.131348
	Iteration 26Q: 3 clusters Score -5834407 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -5834836.500000 Penalty: 5418.131348
	Iteration 27Q: 3 clusters Score -5834836 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -5835269.500000 Penalty: 5418.131348
	Iteration 28Q: 3 clusters Score -5835270 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -5835678.000000 Penalty: 5418.131348
	Iteration 29Q: 3 clusters Score -5835678 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -5835985.000000 Penalty: 5418.131348
	Iteration 30Q: 3 clusters Score -5835985 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -5836269.000000 Penalty: 5418.131348
	Iteration 31Q: 3 clusters Score -5836269 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -5836562.500000 Penalty: 5418.131348
	Iteration 32Q: 3 clusters Score -5836562 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -5836805.000000 Penalty: 5418.131348
	Iteration 33Q: 3 clusters Score -5836805 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -5836946.500000 Penalty: 5418.131348
	Iteration 34Q: 3 clusters Score -5836946 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -5837050.500000 Penalty: 5418.131348
	Iteration 35Q: 3 clusters Score -5837050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -5837128.500000 Penalty: 5418.131348
	Iteration 36Q: 3 clusters Score -5837128 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -5837202.000000 Penalty: 5418.131348
	Iteration 37Q: 3 clusters Score -5837202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 53319 members 
Entering Unmasked Estep 
Score: -5837246.000000 Penalty: 5418.131348
	Iteration 38Q: 3 clusters Score -5837246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -5837270.500000 Penalty: 5418.131348
	Iteration 39Q: 3 clusters Score -5837270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -5837282.500000 Penalty: 5418.131348
	Iteration 40F: 3 clusters Score -5837282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -5837296.000000 Penalty: 5418.131348
	Iteration 41Q: 3 clusters Score -5837296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -5837305.000000 Penalty: 5418.131348
	Iteration 42Q: 3 clusters Score -5837305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -5837317.000000 Penalty: 5418.131348
	Iteration 43Q: 3 clusters Score -5837317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -5837325.000000 Penalty: 5418.131348
	Iteration 44Q: 3 clusters Score -5837325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -5837321.500000 Penalty: 5418.131348
	Iteration 45Q: 3 clusters Score -5837322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
Score: -5837328.500000 Penalty: 5418.131348
	Iteration 46Q: 3 clusters Score -5837328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -5837327.500000 Penalty: 5418.131348
	Iteration 47Q: 3 clusters Score -5837328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -5837330.000000 Penalty: 5418.131348
	Iteration 48Q: 3 clusters Score -5837330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -5837329.000000 Penalty: 5418.131348
	Iteration 49Q: 3 clusters Score -5837329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -5837337.500000 Penalty: 5418.131348
	Iteration 50Q: 3 clusters Score -5837338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -5837328.000000 Penalty: 5418.131348
	Iteration 51Q: 3 clusters Score -5837328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -5837342.000000 Penalty: 5418.131348
	Iteration 52Q: 3 clusters Score -5837342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -5837351.000000 Penalty: 5418.131348
	Iteration 53Q: 3 clusters Score -5837351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -5837351.000000 Penalty: 5418.131348
	Iteration 54Q: 3 clusters Score -5837351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -5837363.000000 Penalty: 5418.131348
	Iteration 55Q: 3 clusters Score -5837363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -5837358.500000 Penalty: 5418.131348
	Iteration 56Q: 3 clusters Score -5837358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -5837362.500000 Penalty: 5418.131348
	Iteration 57Q: 3 clusters Score -5837362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -5837362.500000 Penalty: 5418.131348
	Iteration 58Q: 3 clusters Score -5837362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -5837361.500000 Penalty: 5418.131348
	Iteration 59Q: 3 clusters Score -5837362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -5837364.500000 Penalty: 5418.131348
	Iteration 60F: 3 clusters Score -5837364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -5837364.000000 Penalty: 5418.131348
	Iteration 61Q: 3 clusters Score -5837364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -5837366.000000 Penalty: 5418.131348
	Iteration 62Q: 3 clusters Score -5837366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -5837370.500000 Penalty: 5418.131348
	Iteration 63Q: 3 clusters Score -5837370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -5837362.500000 Penalty: 5418.131348
	Iteration 64Q: 3 clusters Score -5837362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -5837364.500000 Penalty: 5418.131348
	Iteration 65Q: 3 clusters Score -5837364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -5837365.000000 Penalty: 5418.131348
	Iteration 66Q: 3 clusters Score -5837365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -5837365.000000 Penalty: 5418.131348
	Iteration 67Q: 3 clusters Score -5837365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -5837363.000000 Penalty: 5418.131348
	Iteration 68Q: 3 clusters Score -5837363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -5837363.000000 Penalty: 5418.131348
	Iteration 69Q: 3 clusters Score -5837363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -5837366.500000 Penalty: 5418.131348
	Iteration 70Q: 3 clusters Score -5837366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -5837366.500000 Penalty: 5418.131348
	Iteration 71F: 3 clusters Score -5837366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Entering Unmasked Estep 
Score: -801303.250000 Penalty: 2220.598877
	Iteration 0F: 2 clusters Score -801303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -795127.875000 Penalty: 4441.197754
	Iteration 0F: 3 clusters Score -795127.9 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -797252.437500 Penalty: 4441.197754
	Iteration 1F: 3 clusters Score -797252.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -797846.000000 Penalty: 4441.197754
	Iteration 2F: 3 clusters Score -797846 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -798406.562500 Penalty: 4441.197754
	Iteration 3F: 3 clusters Score -798406.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -799001.750000 Penalty: 4441.197754
	Iteration 4F: 3 clusters Score -799001.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -799691.062500 Penalty: 4441.197754
	Iteration 5F: 3 clusters Score -799691.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -800248.625000 Penalty: 4441.197754
	Iteration 6F: 3 clusters Score -800248.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -800525.875000 Penalty: 4441.197754
	Iteration 7Q: 3 clusters Score -800525.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -800646.000000 Penalty: 4441.197754
	Iteration 8Q: 3 clusters Score -800646 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -800712.375000 Penalty: 4441.197754
	Iteration 9Q: 3 clusters Score -800712.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -800753.437500 Penalty: 4441.197754
	Iteration 10Q: 3 clusters Score -800753.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -800781.937500 Penalty: 4441.197754
	Iteration 11Q: 3 clusters Score -800781.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -800796.750000 Penalty: 4441.197754
	Iteration 12Q: 3 clusters Score -800796.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -800804.312500 Penalty: 4441.197754
	Iteration 13Q: 3 clusters Score -800804.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -800812.187500 Penalty: 4441.197754
	Iteration 14Q: 3 clusters Score -800812.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -800817.625000 Penalty: 4441.197754
	Iteration 15Q: 3 clusters Score -800817.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -800822.062500 Penalty: 4441.197754
	Iteration 16Q: 3 clusters Score -800822.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -800826.437500 Penalty: 4441.197754
	Iteration 17Q: 3 clusters Score -800826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -800827.625000 Penalty: 4441.197754
	Iteration 18Q: 3 clusters Score -800827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -800829.125000 Penalty: 4441.197754
	Iteration 19Q: 3 clusters Score -800829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -800830.000000 Penalty: 4441.197754
	Iteration 20F: 3 clusters Score -800830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -800831.062500 Penalty: 4441.197754
	Iteration 21Q: 3 clusters Score -800831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -800831.375000 Penalty: 4441.197754
	Iteration 22Q: 3 clusters Score -800831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -800832.437500 Penalty: 4441.197754
	Iteration 23Q: 3 clusters Score -800832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -800835.000000 Penalty: 4441.197754
	Iteration 24Q: 3 clusters Score -800835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -800834.812500 Penalty: 4441.197754
	Iteration 25Q: 3 clusters Score -800834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -800838.250000 Penalty: 4441.197754
	Iteration 26Q: 3 clusters Score -800838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -800837.437500 Penalty: 4441.197754
	Iteration 27Q: 3 clusters Score -800837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -800837.437500 Penalty: 4441.197754
	Iteration 28F: 3 clusters Score -800837.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Entering Unmasked Estep 
Score: -1161119.000000 Penalty: 2293.628662
	Iteration 0F: 2 clusters Score -1161119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1153170.375000 Penalty: 4587.257324
	Iteration 0F: 3 clusters Score -1153170 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1155553.250000 Penalty: 4587.257324
	Iteration 1F: 3 clusters Score -1155553 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1155992.500000 Penalty: 4587.257324
	Iteration 2F: 3 clusters Score -1155992 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1156422.750000 Penalty: 4587.257324
	Iteration 3F: 3 clusters Score -1156423 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1156795.000000 Penalty: 4587.257324
	Iteration 4F: 3 clusters Score -1156795 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1157130.375000 Penalty: 4587.257324
	Iteration 5F: 3 clusters Score -1157130 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1157382.125000 Penalty: 4587.257324
	Iteration 6Q: 3 clusters Score -1157382 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1157590.250000 Penalty: 4587.257324
	Iteration 7Q: 3 clusters Score -1157590 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1157749.000000 Penalty: 4587.257324
	Iteration 8Q: 3 clusters Score -1157749 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1157871.000000 Penalty: 4587.257324
	Iteration 9Q: 3 clusters Score -1157871 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1157974.125000 Penalty: 4587.257324
	Iteration 10Q: 3 clusters Score -1157974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1158061.625000 Penalty: 4587.257324
	Iteration 11Q: 3 clusters Score -1158062 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1158151.750000 Penalty: 4587.257324
	Iteration 12Q: 3 clusters Score -1158152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1158221.000000 Penalty: 4587.257324
	Iteration 13Q: 3 clusters Score -1158221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1158287.250000 Penalty: 4587.257324
	Iteration 14Q: 3 clusters Score -1158287 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1158347.875000 Penalty: 4587.257324
	Iteration 15Q: 3 clusters Score -1158348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1158404.875000 Penalty: 4587.257324
	Iteration 16Q: 3 clusters Score -1158405 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1158462.250000 Penalty: 4587.257324
	Iteration 17Q: 3 clusters Score -1158462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1158535.250000 Penalty: 4587.257324
	Iteration 18Q: 3 clusters Score -1158535 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1158620.750000 Penalty: 4587.257324
	Iteration 19Q: 3 clusters Score -1158621 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1158705.250000 Penalty: 4587.257324
	Iteration 20F: 3 clusters Score -1158705 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1158781.875000 Penalty: 4587.257324
	Iteration 21Q: 3 clusters Score -1158782 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1158861.375000 Penalty: 4587.257324
	Iteration 22Q: 3 clusters Score -1158861 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1158935.250000 Penalty: 4587.257324
	Iteration 23Q: 3 clusters Score -1158935 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1158987.750000 Penalty: 4587.257324
	Iteration 24Q: 3 clusters Score -1158988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1159037.750000 Penalty: 4587.257324
	Iteration 25Q: 3 clusters Score -1159038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1159080.000000 Penalty: 4587.257324
	Iteration 26Q: 3 clusters Score -1159080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1159113.750000 Penalty: 4587.257324
	Iteration 27Q: 3 clusters Score -1159114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1159135.000000 Penalty: 4587.257324
	Iteration 28Q: 3 clusters Score -1159135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1159150.250000 Penalty: 4587.257324
	Iteration 29Q: 3 clusters Score -1159150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1159161.500000 Penalty: 4587.257324
	Iteration 30Q: 3 clusters Score -1159162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1159184.500000 Penalty: 4587.257324
	Iteration 31Q: 3 clusters Score -1159184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1159202.125000 Penalty: 4587.257324
	Iteration 32Q: 3 clusters Score -1159202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1159227.875000 Penalty: 4587.257324
	Iteration 33Q: 3 clusters Score -1159228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1159255.750000 Penalty: 4587.257324
	Iteration 34Q: 3 clusters Score -1159256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1159284.500000 Penalty: 4587.257324
	Iteration 35Q: 3 clusters Score -1159284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1159315.250000 Penalty: 4587.257324
	Iteration 36Q: 3 clusters Score -1159315 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1159348.000000 Penalty: 4587.257324
	Iteration 37Q: 3 clusters Score -1159348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1159369.625000 Penalty: 4587.257324
	Iteration 38Q: 3 clusters Score -1159370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1159381.375000 Penalty: 4587.257324
	Iteration 39Q: 3 clusters Score -1159381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1159382.750000 Penalty: 4587.257324
	Iteration 40F: 3 clusters Score -1159383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1159386.125000 Penalty: 4587.257324
	Iteration 41Q: 3 clusters Score -1159386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1159386.625000 Penalty: 4587.257324
	Iteration 42Q: 3 clusters Score -1159387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1159387.500000 Penalty: 4587.257324
	Iteration 43Q: 3 clusters Score -1159388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1159389.875000 Penalty: 4587.257324
	Iteration 44Q: 3 clusters Score -1159390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1159391.625000 Penalty: 4587.257324
	Iteration 45Q: 3 clusters Score -1159392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1159392.500000 Penalty: 4587.257324
	Iteration 46Q: 3 clusters Score -1159392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1159392.625000 Penalty: 4587.257324
	Iteration 47Q: 3 clusters Score -1159393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1159392.000000 Penalty: 4587.257324
	Iteration 48Q: 3 clusters Score -1159392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1159392.875000 Penalty: 4587.257324
	Iteration 49Q: 3 clusters Score -1159393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1159392.250000 Penalty: 4587.257324
	Iteration 50Q: 3 clusters Score -1159392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1159392.250000 Penalty: 4587.257324
	Iteration 51F: 3 clusters Score -1159392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (124581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124581 members 
Entering Unmasked Estep 
Score: -14757027.000000 Penalty: 2909.712402
	Iteration 0F: 2 clusters Score -1.475703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -14673577.000000 Penalty: 5819.424805
	Iteration 0F: 3 clusters Score -1.467358e+07 nChanged 59438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -14707573.000000 Penalty: 5819.424805
	Iteration 1F: 3 clusters Score -1.470757e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -14708182.000000 Penalty: 5819.424805
	Iteration 2Q: 3 clusters Score -1.470818e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -14708888.000000 Penalty: 5819.424805
	Iteration 3Q: 3 clusters Score -1.470889e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -14709643.000000 Penalty: 5819.424805
	Iteration 4Q: 3 clusters Score -1.470964e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66448 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -14710385.000000 Penalty: 5819.424805
	Iteration 5Q: 3 clusters Score -1.471038e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -14711394.000000 Penalty: 5819.424805
	Iteration 6Q: 3 clusters Score -1.471139e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -14712880.000000 Penalty: 5819.424805
	Iteration 7Q: 3 clusters Score -1.471288e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -14715485.000000 Penalty: 5819.424805
	Iteration 8Q: 3 clusters Score -1.471548e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -14719923.000000 Penalty: 5819.424805
	Iteration 9F: 3 clusters Score -1.471992e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -14727253.000000 Penalty: 5819.424805
	Iteration 10F: 3 clusters Score -1.472725e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -14736649.000000 Penalty: 5819.424805
	Iteration 11F: 3 clusters Score -1.473665e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -14744886.000000 Penalty: 5819.424805
	Iteration 12F: 3 clusters Score -1.474489e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -14750290.000000 Penalty: 5819.424805
	Iteration 13Q: 3 clusters Score -1.475029e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121348 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -14752787.000000 Penalty: 5819.424805
	Iteration 14Q: 3 clusters Score -1.475279e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122702 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -14753833.000000 Penalty: 5819.424805
	Iteration 15Q: 3 clusters Score -1.475383e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14754372.000000 Penalty: 5819.424805
	Iteration 16Q: 3 clusters Score -1.475437e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123592 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14754570.000000 Penalty: 5819.424805
	Iteration 17Q: 3 clusters Score -1.475457e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14754682.000000 Penalty: 5819.424805
	Iteration 18Q: 3 clusters Score -1.475468e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123783 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -14754729.000000 Penalty: 5819.424805
	Iteration 19Q: 3 clusters Score -1.475473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123804 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14754767.000000 Penalty: 5819.424805
	Iteration 20F: 3 clusters Score -1.475477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123824 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14754785.000000 Penalty: 5819.424805
	Iteration 21Q: 3 clusters Score -1.475478e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123838 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14754804.000000 Penalty: 5819.424805
	Iteration 22Q: 3 clusters Score -1.47548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -14754800.000000 Penalty: 5819.424805
	Iteration 23Q: 3 clusters Score -1.47548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123858 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -14754803.000000 Penalty: 5819.424805
	Iteration 24Q: 3 clusters Score -1.47548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123865 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14754813.000000 Penalty: 5819.424805
	Iteration 25Q: 3 clusters Score -1.475481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123867 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14754816.000000 Penalty: 5819.424805
	Iteration 26Q: 3 clusters Score -1.475482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123870 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14754825.000000 Penalty: 5819.424805
	Iteration 27Q: 3 clusters Score -1.475482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123875 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14754825.000000 Penalty: 5819.424805
	Iteration 28Q: 3 clusters Score -1.475482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123880 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14754823.000000 Penalty: 5819.424805
	Iteration 29Q: 3 clusters Score -1.475482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14754831.000000 Penalty: 5819.424805
	Iteration 30Q: 3 clusters Score -1.475483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123887 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14754836.000000 Penalty: 5819.424805
	Iteration 31Q: 3 clusters Score -1.475484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123889 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14754831.000000 Penalty: 5819.424805
	Iteration 32Q: 3 clusters Score -1.475483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123889 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14754831.000000 Penalty: 5819.424805
	Iteration 33F: 3 clusters Score -1.475483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 177912 members 
Mstep: Class 4 contains 211716 members 
Mstep: Class 5 contains 25209 members 
Mstep: Class 6 contains 168493 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 10737 members 
Mstep: Class 9 contains 208080 members 
Mstep: Class 10 contains 14993 members 
Mstep: Class 11 contains 62258 members 
Mstep: Class 12 contains 41671 members 
Mstep: Class 13 contains 18838 members 
Mstep: Class 14 contains 42901 members 
Mstep: Class 15 contains 69637 members 
Mstep: Class 16 contains 182159 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 27170 members 
Mstep: Class 19 contains 99793 members 
Mstep: Class 20 contains 29401 members 
Mstep: Class 21 contains 19910 members 
Mstep: Class 22 contains 19844 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 6510 members 
Mstep: Class 25 contains 127402 members 
Mstep: Class 26 contains 13928 members 
Mstep: Class 27 contains 67655 members 
Mstep: Class 28 contains 1631 members 
Mstep: Class 29 contains 55473 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 10389 members 
Mstep: Class 32 contains 124581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225900144.000000 Penalty: 147590.875000
Iteration 79Q: 42 clusters Score -2.259001e+08 nChanged 34839
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 178651 members 
Mstep: Class 4 contains 211823 members 
Mstep: Class 5 contains 25362 members 
Mstep: Class 6 contains 168383 members 
Mstep: Class 7 contains 1432 members 
Mstep: Class 8 contains 10853 members 
Mstep: Class 9 contains 209937 members 
Mstep: Class 10 contains 15040 members 
Mstep: Class 11 contains 62537 members 
Mstep: Class 12 contains 42936 members 
Mstep: Class 13 contains 19425 members 
Mstep: Class 14 contains 43262 members 
Mstep: Class 15 contains 69267 members 
Mstep: Class 16 contains 182835 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 101141 members 
Mstep: Class 20 contains 29297 members 
Mstep: Class 21 contains 19764 members 
Mstep: Class 22 contains 20133 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 6491 members 
Mstep: Class 25 contains 127892 members 
Mstep: Class 26 contains 13982 members 
Mstep: Class 27 contains 63936 members 
Mstep: Class 28 contains 1637 members 
Mstep: Class 29 contains 55980 members 
Mstep: Class 30 contains 8182 members 
Mstep: Class 31 contains 10364 members 
Mstep: Class 32 contains 124833 members 
Mstep: Class 33 contains 3085 members 
Mstep: Class 34 contains 5140 members 
Mstep: Class 35 contains 896 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 9710 members 
Mstep: Class 38 contains 2887 members 
Mstep: Class 39 contains 20571 members 
Mstep: Class 40 contains 192 members 
Mstep: Class 41 contains 59424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225911472.000000 Penalty: 147590.875000
Iteration 80F: 42 clusters Score -2.259115e+08 nChanged 26069
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 9834 members 
Mstep: Class 3 contains 178985 members 
Mstep: Class 4 contains 211248 members 
Mstep: Class 5 contains 25162 members 
Mstep: Class 6 contains 168294 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 10869 members 
Mstep: Class 9 contains 211262 members 
Mstep: Class 10 contains 15009 members 
Mstep: Class 11 contains 62348 members 
Mstep: Class 12 contains 42872 members 
Mstep: Class 13 contains 19859 members 
Mstep: Class 14 contains 43119 members 
Mstep: Class 15 contains 68830 members 
Mstep: Class 16 contains 182912 members 
Mstep: Class 17 contains 10143 members 
Mstep: Class 18 contains 28691 members 
Mstep: Class 19 contains 101470 members 
Mstep: Class 20 contains 29206 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 20248 members 
Mstep: Class 23 contains 410 members 
Mstep: Class 24 contains 6434 members 
Mstep: Class 25 contains 127695 members 
Mstep: Class 26 contains 13950 members 
Mstep: Class 27 contains 61118 members 
Mstep: Class 28 contains 1638 members 
Mstep: Class 29 contains 55716 members 
Mstep: Class 30 contains 8229 members 
Mstep: Class 31 contains 10343 members 
Mstep: Class 32 contains 123921 members 
Mstep: Class 33 contains 3263 members 
Mstep: Class 34 contains 5403 members 
Mstep: Class 35 contains 895 members 
Mstep: Class 36 contains 1613 members 
Mstep: Class 37 contains 10789 members 
Mstep: Class 38 contains 3432 members 
Mstep: Class 39 contains 20873 members 
Mstep: Class 40 contains 201 members 
Mstep: Class 41 contains 59970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225918112.000000 Penalty: 147590.875000
Iteration 81Q: 42 clusters Score -2.259181e+08 nChanged 17360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 9875 members 
Mstep: Class 3 contains 179211 members 
Mstep: Class 4 contains 210580 members 
Mstep: Class 5 contains 25049 members 
Mstep: Class 6 contains 168118 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 10875 members 
Mstep: Class 9 contains 212724 members 
Mstep: Class 10 contains 14990 members 
Mstep: Class 11 contains 62218 members 
Mstep: Class 12 contains 42781 members 
Mstep: Class 13 contains 20235 members 
Mstep: Class 14 contains 43025 members 
Mstep: Class 15 contains 68331 members 
Mstep: Class 16 contains 183208 members 
Mstep: Class 17 contains 10195 members 
Mstep: Class 18 contains 29198 members 
Mstep: Class 19 contains 101792 members 
Mstep: Class 20 contains 29130 members 
Mstep: Class 21 contains 19785 members 
Mstep: Class 22 contains 20379 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6407 members 
Mstep: Class 25 contains 127546 members 
Mstep: Class 26 contains 13948 members 
Mstep: Class 27 contains 58850 members 
Mstep: Class 28 contains 1645 members 
Mstep: Class 29 contains 55555 members 
Mstep: Class 30 contains 8351 members 
Mstep: Class 31 contains 10342 members 
Mstep: Class 32 contains 123171 members 
Mstep: Class 33 contains 3347 members 
Mstep: Class 34 contains 5565 members 
Mstep: Class 35 contains 893 members 
Mstep: Class 36 contains 1674 members 
Mstep: Class 37 contains 11575 members 
Mstep: Class 38 contains 3891 members 
Mstep: Class 39 contains 20999 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225921632.000000 Penalty: 147590.875000
Iteration 82Q: 42 clusters Score -2.259216e+08 nChanged 14083
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 9911 members 
Mstep: Class 3 contains 179363 members 
Mstep: Class 4 contains 209889 members 
Mstep: Class 5 contains 24930 members 
Mstep: Class 6 contains 168000 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 10882 members 
Mstep: Class 9 contains 214202 members 
Mstep: Class 10 contains 14989 members 
Mstep: Class 11 contains 62114 members 
Mstep: Class 12 contains 42678 members 
Mstep: Class 13 contains 20549 members 
Mstep: Class 14 contains 42950 members 
Mstep: Class 15 contains 67845 members 
Mstep: Class 16 contains 183458 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 29628 members 
Mstep: Class 19 contains 102129 members 
Mstep: Class 20 contains 29055 members 
Mstep: Class 21 contains 19834 members 
Mstep: Class 22 contains 20486 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6368 members 
Mstep: Class 25 contains 127430 members 
Mstep: Class 26 contains 13960 members 
Mstep: Class 27 contains 56835 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 55397 members 
Mstep: Class 30 contains 8479 members 
Mstep: Class 31 contains 10341 members 
Mstep: Class 32 contains 122536 members 
Mstep: Class 33 contains 3403 members 
Mstep: Class 34 contains 5728 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 12279 members 
Mstep: Class 38 contains 4286 members 
Mstep: Class 39 contains 21046 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225922912.000000 Penalty: 147590.875000
Iteration 83Q: 42 clusters Score -2.259229e+08 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 9932 members 
Mstep: Class 3 contains 179440 members 
Mstep: Class 4 contains 209293 members 
Mstep: Class 5 contains 24848 members 
Mstep: Class 6 contains 167784 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10874 members 
Mstep: Class 9 contains 215633 members 
Mstep: Class 10 contains 14990 members 
Mstep: Class 11 contains 62038 members 
Mstep: Class 12 contains 42562 members 
Mstep: Class 13 contains 20814 members 
Mstep: Class 14 contains 42867 members 
Mstep: Class 15 contains 67396 members 
Mstep: Class 16 contains 183717 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 30014 members 
Mstep: Class 19 contains 102459 members 
Mstep: Class 20 contains 29006 members 
Mstep: Class 21 contains 19904 members 
Mstep: Class 22 contains 20573 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6320 members 
Mstep: Class 25 contains 127302 members 
Mstep: Class 26 contains 13967 members 
Mstep: Class 27 contains 54986 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 55292 members 
Mstep: Class 30 contains 8584 members 
Mstep: Class 31 contains 10371 members 
Mstep: Class 32 contains 122007 members 
Mstep: Class 33 contains 3450 members 
Mstep: Class 34 contains 5860 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1742 members 
Mstep: Class 37 contains 12933 members 
Mstep: Class 38 contains 4630 members 
Mstep: Class 39 contains 21076 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225924640.000000 Penalty: 147590.875000
Iteration 84Q: 42 clusters Score -2.259246e+08 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 9939 members 
Mstep: Class 3 contains 179507 members 
Mstep: Class 4 contains 208755 members 
Mstep: Class 5 contains 24784 members 
Mstep: Class 6 contains 167661 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10899 members 
Mstep: Class 9 contains 216910 members 
Mstep: Class 10 contains 14986 members 
Mstep: Class 11 contains 61971 members 
Mstep: Class 12 contains 42483 members 
Mstep: Class 13 contains 21017 members 
Mstep: Class 14 contains 42804 members 
Mstep: Class 15 contains 66850 members 
Mstep: Class 16 contains 183984 members 
Mstep: Class 17 contains 10405 members 
Mstep: Class 18 contains 30322 members 
Mstep: Class 19 contains 102808 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 19980 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6284 members 
Mstep: Class 25 contains 127220 members 
Mstep: Class 26 contains 13953 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 55189 members 
Mstep: Class 30 contains 8682 members 
Mstep: Class 31 contains 10404 members 
Mstep: Class 32 contains 121550 members 
Mstep: Class 33 contains 3488 members 
Mstep: Class 34 contains 5961 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1760 members 
Mstep: Class 37 contains 13566 members 
Mstep: Class 38 contains 4939 members 
Mstep: Class 39 contains 21120 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225925312.000000 Penalty: 147590.875000
Iteration 85Q: 42 clusters Score -2.259253e+08 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 9944 members 
Mstep: Class 3 contains 179562 members 
Mstep: Class 4 contains 208195 members 
Mstep: Class 5 contains 24728 members 
Mstep: Class 6 contains 167557 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10903 members 
Mstep: Class 9 contains 218108 members 
Mstep: Class 10 contains 14988 members 
Mstep: Class 11 contains 61931 members 
Mstep: Class 12 contains 42403 members 
Mstep: Class 13 contains 21168 members 
Mstep: Class 14 contains 42753 members 
Mstep: Class 15 contains 66292 members 
Mstep: Class 16 contains 184390 members 
Mstep: Class 17 contains 10453 members 
Mstep: Class 18 contains 30582 members 
Mstep: Class 19 contains 103157 members 
Mstep: Class 20 contains 28914 members 
Mstep: Class 21 contains 20061 members 
Mstep: Class 22 contains 20688 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6242 members 
Mstep: Class 25 contains 127163 members 
Mstep: Class 26 contains 13944 members 
Mstep: Class 27 contains 51649 members 
Mstep: Class 28 contains 1644 members 
Mstep: Class 29 contains 55122 members 
Mstep: Class 30 contains 8767 members 
Mstep: Class 31 contains 10427 members 
Mstep: Class 32 contains 121207 members 
Mstep: Class 33 contains 3516 members 
Mstep: Class 34 contains 6048 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1759 members 
Mstep: Class 37 contains 14177 members 
Mstep: Class 38 contains 5179 members 
Mstep: Class 39 contains 21157 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926400.000000 Penalty: 147590.875000
Iteration 86Q: 42 clusters Score -2.259264e+08 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 9949 members 
Mstep: Class 3 contains 179610 members 
Mstep: Class 4 contains 207694 members 
Mstep: Class 5 contains 24654 members 
Mstep: Class 6 contains 167337 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10920 members 
Mstep: Class 9 contains 219316 members 
Mstep: Class 10 contains 14985 members 
Mstep: Class 11 contains 61882 members 
Mstep: Class 12 contains 42322 members 
Mstep: Class 13 contains 21317 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 65742 members 
Mstep: Class 16 contains 184873 members 
Mstep: Class 17 contains 10498 members 
Mstep: Class 18 contains 30831 members 
Mstep: Class 19 contains 103448 members 
Mstep: Class 20 contains 28860 members 
Mstep: Class 21 contains 20130 members 
Mstep: Class 22 contains 20745 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 127108 members 
Mstep: Class 26 contains 13927 members 
Mstep: Class 27 contains 50089 members 
Mstep: Class 28 contains 1647 members 
Mstep: Class 29 contains 55021 members 
Mstep: Class 30 contains 8863 members 
Mstep: Class 31 contains 10454 members 
Mstep: Class 32 contains 120905 members 
Mstep: Class 33 contains 3546 members 
Mstep: Class 34 contains 6144 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1752 members 
Mstep: Class 37 contains 14812 members 
Mstep: Class 38 contains 5406 members 
Mstep: Class 39 contains 21184 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225927536.000000 Penalty: 147590.875000
Iteration 87Q: 42 clusters Score -2.259275e+08 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 9954 members 
Mstep: Class 3 contains 179702 members 
Mstep: Class 4 contains 207258 members 
Mstep: Class 5 contains 24577 members 
Mstep: Class 6 contains 167064 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10939 members 
Mstep: Class 9 contains 220485 members 
Mstep: Class 10 contains 14983 members 
Mstep: Class 11 contains 61843 members 
Mstep: Class 12 contains 42294 members 
Mstep: Class 13 contains 21436 members 
Mstep: Class 14 contains 42644 members 
Mstep: Class 15 contains 65172 members 
Mstep: Class 16 contains 185421 members 
Mstep: Class 17 contains 10529 members 
Mstep: Class 18 contains 31051 members 
Mstep: Class 19 contains 103716 members 
Mstep: Class 20 contains 28822 members 
Mstep: Class 21 contains 20202 members 
Mstep: Class 22 contains 20799 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6158 members 
Mstep: Class 25 contains 127057 members 
Mstep: Class 26 contains 13929 members 
Mstep: Class 27 contains 48557 members 
Mstep: Class 28 contains 1648 members 
Mstep: Class 29 contains 54992 members 
Mstep: Class 30 contains 8936 members 
Mstep: Class 31 contains 10473 members 
Mstep: Class 32 contains 120573 members 
Mstep: Class 33 contains 3572 members 
Mstep: Class 34 contains 6218 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1738 members 
Mstep: Class 37 contains 15374 members 
Mstep: Class 38 contains 5609 members 
Mstep: Class 39 contains 21198 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225928912.000000 Penalty: 147590.875000
Iteration 88Q: 42 clusters Score -2.259289e+08 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 9956 members 
Mstep: Class 3 contains 179768 members 
Mstep: Class 4 contains 206873 members 
Mstep: Class 5 contains 24530 members 
Mstep: Class 6 contains 166804 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10946 members 
Mstep: Class 9 contains 221716 members 
Mstep: Class 10 contains 14979 members 
Mstep: Class 11 contains 61817 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 21544 members 
Mstep: Class 14 contains 42616 members 
Mstep: Class 15 contains 64568 members 
Mstep: Class 16 contains 186011 members 
Mstep: Class 17 contains 10560 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 103957 members 
Mstep: Class 20 contains 28818 members 
Mstep: Class 21 contains 20250 members 
Mstep: Class 22 contains 20843 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 126975 members 
Mstep: Class 26 contains 13921 members 
Mstep: Class 27 contains 46975 members 
Mstep: Class 28 contains 1658 members 
Mstep: Class 29 contains 54960 members 
Mstep: Class 30 contains 9004 members 
Mstep: Class 31 contains 10482 members 
Mstep: Class 32 contains 120272 members 
Mstep: Class 33 contains 3590 members 
Mstep: Class 34 contains 6266 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1731 members 
Mstep: Class 37 contains 15910 members 
Mstep: Class 38 contains 5817 members 
Mstep: Class 39 contains 21218 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225930640.000000 Penalty: 147590.875000
Iteration 89Q: 42 clusters Score -2.259306e+08 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 9958 members 
Mstep: Class 3 contains 179797 members 
Mstep: Class 4 contains 206426 members 
Mstep: Class 5 contains 24480 members 
Mstep: Class 6 contains 166601 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10952 members 
Mstep: Class 9 contains 222879 members 
Mstep: Class 10 contains 14976 members 
Mstep: Class 11 contains 61785 members 
Mstep: Class 12 contains 42221 members 
Mstep: Class 13 contains 21635 members 
Mstep: Class 14 contains 42585 members 
Mstep: Class 15 contains 63920 members 
Mstep: Class 16 contains 186664 members 
Mstep: Class 17 contains 10601 members 
Mstep: Class 18 contains 31415 members 
Mstep: Class 19 contains 104218 members 
Mstep: Class 20 contains 28832 members 
Mstep: Class 21 contains 20323 members 
Mstep: Class 22 contains 20888 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6116 members 
Mstep: Class 25 contains 126898 members 
Mstep: Class 26 contains 13921 members 
Mstep: Class 27 contains 45540 members 
Mstep: Class 28 contains 1669 members 
Mstep: Class 29 contains 54915 members 
Mstep: Class 30 contains 9056 members 
Mstep: Class 31 contains 10489 members 
Mstep: Class 32 contains 119971 members 
Mstep: Class 33 contains 3599 members 
Mstep: Class 34 contains 6319 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1723 members 
Mstep: Class 37 contains 16425 members 
Mstep: Class 38 contains 5997 members 
Mstep: Class 39 contains 21236 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931536.000000 Penalty: 147590.875000
Iteration 90Q: 42 clusters Score -2.259315e+08 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 9955 members 
Mstep: Class 3 contains 179828 members 
Mstep: Class 4 contains 205985 members 
Mstep: Class 5 contains 24424 members 
Mstep: Class 6 contains 166428 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10963 members 
Mstep: Class 9 contains 224060 members 
Mstep: Class 10 contains 14978 members 
Mstep: Class 11 contains 61754 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 21715 members 
Mstep: Class 14 contains 42567 members 
Mstep: Class 15 contains 63254 members 
Mstep: Class 16 contains 187360 members 
Mstep: Class 17 contains 10634 members 
Mstep: Class 18 contains 31555 members 
Mstep: Class 19 contains 104477 members 
Mstep: Class 20 contains 28861 members 
Mstep: Class 21 contains 20406 members 
Mstep: Class 22 contains 20920 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6095 members 
Mstep: Class 25 contains 126818 members 
Mstep: Class 26 contains 13917 members 
Mstep: Class 27 contains 44130 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 54850 members 
Mstep: Class 30 contains 9108 members 
Mstep: Class 31 contains 10506 members 
Mstep: Class 32 contains 119659 members 
Mstep: Class 33 contains 3609 members 
Mstep: Class 34 contains 6376 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1720 members 
Mstep: Class 37 contains 16934 members 
Mstep: Class 38 contains 6134 members 
Mstep: Class 39 contains 21253 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225932672.000000 Penalty: 147590.875000
Iteration 91Q: 42 clusters Score -2.259327e+08 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 9956 members 
Mstep: Class 3 contains 179836 members 
Mstep: Class 4 contains 205541 members 
Mstep: Class 5 contains 24378 members 
Mstep: Class 6 contains 166286 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10953 members 
Mstep: Class 9 contains 225287 members 
Mstep: Class 10 contains 14978 members 
Mstep: Class 11 contains 61736 members 
Mstep: Class 12 contains 42119 members 
Mstep: Class 13 contains 21787 members 
Mstep: Class 14 contains 42548 members 
Mstep: Class 15 contains 62576 members 
Mstep: Class 16 contains 188046 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 31707 members 
Mstep: Class 19 contains 104726 members 
Mstep: Class 20 contains 28883 members 
Mstep: Class 21 contains 20498 members 
Mstep: Class 22 contains 20943 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6070 members 
Mstep: Class 25 contains 126762 members 
Mstep: Class 26 contains 13914 members 
Mstep: Class 27 contains 42699 members 
Mstep: Class 28 contains 1691 members 
Mstep: Class 29 contains 54800 members 
Mstep: Class 30 contains 9158 members 
Mstep: Class 31 contains 10522 members 
Mstep: Class 32 contains 119352 members 
Mstep: Class 33 contains 3615 members 
Mstep: Class 34 contains 6424 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 17409 members 
Mstep: Class 38 contains 6257 members 
Mstep: Class 39 contains 21266 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225933456.000000 Penalty: 147590.875000
Iteration 92Q: 42 clusters Score -2.259335e+08 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 9959 members 
Mstep: Class 3 contains 179877 members 
Mstep: Class 4 contains 205161 members 
Mstep: Class 5 contains 24347 members 
Mstep: Class 6 contains 166133 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10935 members 
Mstep: Class 9 contains 226426 members 
Mstep: Class 10 contains 14984 members 
Mstep: Class 11 contains 61727 members 
Mstep: Class 12 contains 42074 members 
Mstep: Class 13 contains 21857 members 
Mstep: Class 14 contains 42528 members 
Mstep: Class 15 contains 61880 members 
Mstep: Class 16 contains 188742 members 
Mstep: Class 17 contains 10711 members 
Mstep: Class 18 contains 31865 members 
Mstep: Class 19 contains 104939 members 
Mstep: Class 20 contains 28919 members 
Mstep: Class 21 contains 20547 members 
Mstep: Class 22 contains 20962 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6049 members 
Mstep: Class 25 contains 126715 members 
Mstep: Class 26 contains 13912 members 
Mstep: Class 27 contains 41403 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 54746 members 
Mstep: Class 30 contains 9206 members 
Mstep: Class 31 contains 10533 members 
Mstep: Class 32 contains 119057 members 
Mstep: Class 33 contains 3623 members 
Mstep: Class 34 contains 6458 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 17853 members 
Mstep: Class 38 contains 6368 members 
Mstep: Class 39 contains 21274 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225935552.000000 Penalty: 147590.875000
Iteration 93Q: 42 clusters Score -2.259356e+08 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 9959 members 
Mstep: Class 3 contains 179905 members 
Mstep: Class 4 contains 204790 members 
Mstep: Class 5 contains 24296 members 
Mstep: Class 6 contains 166099 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10938 members 
Mstep: Class 9 contains 227525 members 
Mstep: Class 10 contains 14987 members 
Mstep: Class 11 contains 61714 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 13 contains 21884 members 
Mstep: Class 14 contains 42512 members 
Mstep: Class 15 contains 61163 members 
Mstep: Class 16 contains 189351 members 
Mstep: Class 17 contains 10744 members 
Mstep: Class 18 contains 31997 members 
Mstep: Class 19 contains 105157 members 
Mstep: Class 20 contains 28935 members 
Mstep: Class 21 contains 20606 members 
Mstep: Class 22 contains 20987 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 6021 members 
Mstep: Class 25 contains 126673 members 
Mstep: Class 26 contains 13910 members 
Mstep: Class 27 contains 40155 members 
Mstep: Class 28 contains 1693 members 
Mstep: Class 29 contains 54663 members 
Mstep: Class 30 contains 9239 members 
Mstep: Class 31 contains 10544 members 
Mstep: Class 32 contains 118842 members 
Mstep: Class 33 contains 3626 members 
Mstep: Class 34 contains 6505 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1710 members 
Mstep: Class 37 contains 18286 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 21279 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225936384.000000 Penalty: 147590.875000
Iteration 94Q: 42 clusters Score -2.259364e+08 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 9955 members 
Mstep: Class 3 contains 179946 members 
Mstep: Class 4 contains 204412 members 
Mstep: Class 5 contains 24263 members 
Mstep: Class 6 contains 166137 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10936 members 
Mstep: Class 9 contains 228681 members 
Mstep: Class 10 contains 14992 members 
Mstep: Class 11 contains 61699 members 
Mstep: Class 12 contains 41995 members 
Mstep: Class 13 contains 21909 members 
Mstep: Class 14 contains 42496 members 
Mstep: Class 15 contains 60435 members 
Mstep: Class 16 contains 189943 members 
Mstep: Class 17 contains 10784 members 
Mstep: Class 18 contains 32085 members 
Mstep: Class 19 contains 105339 members 
Mstep: Class 20 contains 28932 members 
Mstep: Class 21 contains 20677 members 
Mstep: Class 22 contains 21013 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 5997 members 
Mstep: Class 25 contains 126635 members 
Mstep: Class 26 contains 13910 members 
Mstep: Class 27 contains 38936 members 
Mstep: Class 28 contains 1693 members 
Mstep: Class 29 contains 54562 members 
Mstep: Class 30 contains 9268 members 
Mstep: Class 31 contains 10557 members 
Mstep: Class 32 contains 118627 members 
Mstep: Class 33 contains 3629 members 
Mstep: Class 34 contains 6535 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 18731 members 
Mstep: Class 38 contains 6602 members 
Mstep: Class 39 contains 21284 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225937328.000000 Penalty: 147590.875000
Iteration 95Q: 42 clusters Score -2.259373e+08 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 9945 members 
Mstep: Class 3 contains 179989 members 
Mstep: Class 4 contains 204117 members 
Mstep: Class 5 contains 24244 members 
Mstep: Class 6 contains 166256 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 229773 members 
Mstep: Class 10 contains 15001 members 
Mstep: Class 11 contains 61679 members 
Mstep: Class 12 contains 41951 members 
Mstep: Class 13 contains 21911 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 15 contains 59671 members 
Mstep: Class 16 contains 190470 members 
Mstep: Class 17 contains 10813 members 
Mstep: Class 18 contains 32163 members 
Mstep: Class 19 contains 105532 members 
Mstep: Class 20 contains 28962 members 
Mstep: Class 21 contains 20739 members 
Mstep: Class 22 contains 21023 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 126600 members 
Mstep: Class 26 contains 13905 members 
Mstep: Class 27 contains 37706 members 
Mstep: Class 28 contains 1694 members 
Mstep: Class 29 contains 54496 members 
Mstep: Class 30 contains 9290 members 
Mstep: Class 31 contains 10563 members 
Mstep: Class 32 contains 118396 members 
Mstep: Class 33 contains 3631 members 
Mstep: Class 34 contains 6558 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1699 members 
Mstep: Class 37 contains 19189 members 
Mstep: Class 38 contains 6712 members 
Mstep: Class 39 contains 21289 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225937984.000000 Penalty: 147590.875000
Iteration 96Q: 42 clusters Score -2.25938e+08 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 9945 members 
Mstep: Class 3 contains 180014 members 
Mstep: Class 4 contains 203881 members 
Mstep: Class 5 contains 24228 members 
Mstep: Class 6 contains 166344 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10933 members 
Mstep: Class 9 contains 230837 members 
Mstep: Class 10 contains 15002 members 
Mstep: Class 11 contains 61663 members 
Mstep: Class 12 contains 41888 members 
Mstep: Class 13 contains 21911 members 
Mstep: Class 14 contains 42473 members 
Mstep: Class 15 contains 58963 members 
Mstep: Class 16 contains 191005 members 
Mstep: Class 17 contains 10845 members 
Mstep: Class 18 contains 32242 members 
Mstep: Class 19 contains 105684 members 
Mstep: Class 20 contains 28998 members 
Mstep: Class 21 contains 20789 members 
Mstep: Class 22 contains 21044 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 5948 members 
Mstep: Class 25 contains 126549 members 
Mstep: Class 26 contains 13912 members 
Mstep: Class 27 contains 36552 members 
Mstep: Class 28 contains 1698 members 
Mstep: Class 29 contains 54420 members 
Mstep: Class 30 contains 9308 members 
Mstep: Class 31 contains 10568 members 
Mstep: Class 32 contains 118150 members 
Mstep: Class 33 contains 3636 members 
Mstep: Class 34 contains 6580 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1696 members 
Mstep: Class 37 contains 19631 members 
Mstep: Class 38 contains 6790 members 
Mstep: Class 39 contains 21293 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225938928.000000 Penalty: 147590.875000
Iteration 97Q: 42 clusters Score -2.259389e+08 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 9936 members 
Mstep: Class 3 contains 180052 members 
Mstep: Class 4 contains 203685 members 
Mstep: Class 5 contains 24223 members 
Mstep: Class 6 contains 166487 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10928 members 
Mstep: Class 9 contains 231807 members 
Mstep: Class 10 contains 15006 members 
Mstep: Class 11 contains 61645 members 
Mstep: Class 12 contains 41839 members 
Mstep: Class 13 contains 21921 members 
Mstep: Class 14 contains 42463 members 
Mstep: Class 15 contains 58218 members 
Mstep: Class 16 contains 191496 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 32311 members 
Mstep: Class 19 contains 105802 members 
Mstep: Class 20 contains 29059 members 
Mstep: Class 21 contains 20845 members 
Mstep: Class 22 contains 21049 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 5916 members 
Mstep: Class 25 contains 126521 members 
Mstep: Class 26 contains 13924 members 
Mstep: Class 27 contains 35448 members 
Mstep: Class 28 contains 1700 members 
Mstep: Class 29 contains 54383 members 
Mstep: Class 30 contains 9334 members 
Mstep: Class 31 contains 10573 members 
Mstep: Class 32 contains 117902 members 
Mstep: Class 33 contains 3641 members 
Mstep: Class 34 contains 6596 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1695 members 
Mstep: Class 37 contains 20058 members 
Mstep: Class 38 contains 6864 members 
Mstep: Class 39 contains 21298 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939552.000000 Penalty: 147590.875000
Iteration 98Q: 42 clusters Score -2.259396e+08 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 9935 members 
Mstep: Class 3 contains 180089 members 
Mstep: Class 4 contains 203450 members 
Mstep: Class 5 contains 24208 members 
Mstep: Class 6 contains 166678 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10923 members 
Mstep: Class 9 contains 232794 members 
Mstep: Class 10 contains 15007 members 
Mstep: Class 11 contains 61626 members 
Mstep: Class 12 contains 41817 members 
Mstep: Class 13 contains 21922 members 
Mstep: Class 14 contains 42444 members 
Mstep: Class 15 contains 57501 members 
Mstep: Class 16 contains 191965 members 
Mstep: Class 17 contains 10876 members 
Mstep: Class 18 contains 32379 members 
Mstep: Class 19 contains 105909 members 
Mstep: Class 20 contains 29102 members 
Mstep: Class 21 contains 20889 members 
Mstep: Class 22 contains 21060 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 5881 members 
Mstep: Class 25 contains 126496 members 
Mstep: Class 26 contains 13934 members 
Mstep: Class 27 contains 34355 members 
Mstep: Class 28 contains 1703 members 
Mstep: Class 29 contains 54305 members 
Mstep: Class 30 contains 9350 members 
Mstep: Class 31 contains 10585 members 
Mstep: Class 32 contains 117702 members 
Mstep: Class 33 contains 3649 members 
Mstep: Class 34 contains 6615 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1689 members 
Mstep: Class 37 contains 20447 members 
Mstep: Class 38 contains 6944 members 
Mstep: Class 39 contains 21300 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939712.000000 Penalty: 147590.875000
Iteration 99Q: 42 clusters Score -2.259397e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 9926 members 
Mstep: Class 3 contains 180081 members 
Mstep: Class 4 contains 203224 members 
Mstep: Class 5 contains 24193 members 
Mstep: Class 6 contains 166845 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10914 members 
Mstep: Class 9 contains 233785 members 
Mstep: Class 10 contains 15008 members 
Mstep: Class 11 contains 61608 members 
Mstep: Class 12 contains 41774 members 
Mstep: Class 13 contains 21909 members 
Mstep: Class 14 contains 42417 members 
Mstep: Class 15 contains 56807 members 
Mstep: Class 16 contains 192432 members 
Mstep: Class 17 contains 10899 members 
Mstep: Class 18 contains 32427 members 
Mstep: Class 19 contains 105979 members 
Mstep: Class 20 contains 29116 members 
Mstep: Class 21 contains 20952 members 
Mstep: Class 22 contains 21072 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 126512 members 
Mstep: Class 26 contains 13959 members 
Mstep: Class 27 contains 33320 members 
Mstep: Class 28 contains 1707 members 
Mstep: Class 29 contains 54255 members 
Mstep: Class 30 contains 9372 members 
Mstep: Class 31 contains 10593 members 
Mstep: Class 32 contains 117498 members 
Mstep: Class 33 contains 3653 members 
Mstep: Class 34 contains 6632 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1685 members 
Mstep: Class 37 contains 20837 members 
Mstep: Class 38 contains 7009 members 
Mstep: Class 39 contains 21303 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 60008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940704.000000 Penalty: 147590.875000
Iteration 100F: 42 clusters Score -2.259407e+08 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 9928 members 
Mstep: Class 3 contains 180107 members 
Mstep: Class 4 contains 203016 members 
Mstep: Class 5 contains 24177 members 
Mstep: Class 6 contains 167020 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10916 members 
Mstep: Class 9 contains 234831 members 
Mstep: Class 10 contains 15009 members 
Mstep: Class 11 contains 61600 members 
Mstep: Class 12 contains 41710 members 
Mstep: Class 13 contains 21882 members 
Mstep: Class 14 contains 42391 members 
Mstep: Class 15 contains 56111 members 
Mstep: Class 16 contains 192858 members 
Mstep: Class 17 contains 10916 members 
Mstep: Class 18 contains 32466 members 
Mstep: Class 19 contains 106062 members 
Mstep: Class 20 contains 29084 members 
Mstep: Class 21 contains 21000 members 
Mstep: Class 22 contains 21078 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5846 members 
Mstep: Class 25 contains 126485 members 
Mstep: Class 26 contains 13971 members 
Mstep: Class 27 contains 32290 members 
Mstep: Class 28 contains 1711 members 
Mstep: Class 29 contains 54191 members 
Mstep: Class 30 contains 9383 members 
Mstep: Class 31 contains 10596 members 
Mstep: Class 32 contains 117288 members 
Mstep: Class 33 contains 3656 members 
Mstep: Class 34 contains 6648 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1698 members 
Mstep: Class 37 contains 21272 members 
Mstep: Class 38 contains 7094 members 
Mstep: Class 39 contains 21305 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941664.000000 Penalty: 147590.875000
Iteration 101Q: 42 clusters Score -2.259417e+08 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 180121 members 
Mstep: Class 4 contains 202863 members 
Mstep: Class 5 contains 24158 members 
Mstep: Class 6 contains 167217 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10909 members 
Mstep: Class 9 contains 235774 members 
Mstep: Class 10 contains 15009 members 
Mstep: Class 11 contains 61585 members 
Mstep: Class 12 contains 41638 members 
Mstep: Class 13 contains 21871 members 
Mstep: Class 14 contains 42365 members 
Mstep: Class 15 contains 55433 members 
Mstep: Class 16 contains 193231 members 
Mstep: Class 17 contains 10922 members 
Mstep: Class 18 contains 32480 members 
Mstep: Class 19 contains 106112 members 
Mstep: Class 20 contains 29073 members 
Mstep: Class 21 contains 21043 members 
Mstep: Class 22 contains 21078 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5835 members 
Mstep: Class 25 contains 126468 members 
Mstep: Class 26 contains 13991 members 
Mstep: Class 27 contains 31333 members 
Mstep: Class 28 contains 1710 members 
Mstep: Class 29 contains 54136 members 
Mstep: Class 30 contains 9420 members 
Mstep: Class 31 contains 10603 members 
Mstep: Class 32 contains 117105 members 
Mstep: Class 33 contains 3660 members 
Mstep: Class 34 contains 6668 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1705 members 
Mstep: Class 37 contains 21696 members 
Mstep: Class 38 contains 7187 members 
Mstep: Class 39 contains 21303 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942656.000000 Penalty: 147590.875000
Iteration 102Q: 42 clusters Score -2.259427e+08 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 9929 members 
Mstep: Class 3 contains 180152 members 
Mstep: Class 4 contains 202746 members 
Mstep: Class 5 contains 24137 members 
Mstep: Class 6 contains 167454 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10916 members 
Mstep: Class 9 contains 236701 members 
Mstep: Class 10 contains 15010 members 
Mstep: Class 11 contains 61573 members 
Mstep: Class 12 contains 41607 members 
Mstep: Class 13 contains 21865 members 
Mstep: Class 14 contains 42343 members 
Mstep: Class 15 contains 54780 members 
Mstep: Class 16 contains 193560 members 
Mstep: Class 17 contains 10928 members 
Mstep: Class 18 contains 32499 members 
Mstep: Class 19 contains 106168 members 
Mstep: Class 20 contains 29056 members 
Mstep: Class 21 contains 21062 members 
Mstep: Class 22 contains 21080 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5808 members 
Mstep: Class 25 contains 126453 members 
Mstep: Class 26 contains 14008 members 
Mstep: Class 27 contains 30343 members 
Mstep: Class 28 contains 1711 members 
Mstep: Class 29 contains 54067 members 
Mstep: Class 30 contains 9458 members 
Mstep: Class 31 contains 10612 members 
Mstep: Class 32 contains 116931 members 
Mstep: Class 33 contains 3664 members 
Mstep: Class 34 contains 6693 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1708 members 
Mstep: Class 37 contains 22070 members 
Mstep: Class 38 contains 7266 members 
Mstep: Class 39 contains 21305 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943088.000000 Penalty: 147590.875000
Iteration 103Q: 42 clusters Score -2.259431e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 9925 members 
Mstep: Class 3 contains 180160 members 
Mstep: Class 4 contains 202618 members 
Mstep: Class 5 contains 24116 members 
Mstep: Class 6 contains 167679 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10920 members 
Mstep: Class 9 contains 237604 members 
Mstep: Class 10 contains 15013 members 
Mstep: Class 11 contains 61565 members 
Mstep: Class 12 contains 41617 members 
Mstep: Class 13 contains 21847 members 
Mstep: Class 14 contains 42321 members 
Mstep: Class 15 contains 54143 members 
Mstep: Class 16 contains 193866 members 
Mstep: Class 17 contains 10934 members 
Mstep: Class 18 contains 32529 members 
Mstep: Class 19 contains 106224 members 
Mstep: Class 20 contains 28998 members 
Mstep: Class 21 contains 21096 members 
Mstep: Class 22 contains 21083 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5787 members 
Mstep: Class 25 contains 126436 members 
Mstep: Class 26 contains 14016 members 
Mstep: Class 27 contains 29403 members 
Mstep: Class 28 contains 1711 members 
Mstep: Class 29 contains 54016 members 
Mstep: Class 30 contains 9498 members 
Mstep: Class 31 contains 10617 members 
Mstep: Class 32 contains 116755 members 
Mstep: Class 33 contains 3666 members 
Mstep: Class 34 contains 6711 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1712 members 
Mstep: Class 37 contains 22470 members 
Mstep: Class 38 contains 7335 members 
Mstep: Class 39 contains 21309 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944080.000000 Penalty: 147590.875000
Iteration 104Q: 42 clusters Score -2.259441e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 9920 members 
Mstep: Class 3 contains 180152 members 
Mstep: Class 4 contains 202480 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 167906 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10929 members 
Mstep: Class 9 contains 238449 members 
Mstep: Class 10 contains 15015 members 
Mstep: Class 11 contains 61552 members 
Mstep: Class 12 contains 41614 members 
Mstep: Class 13 contains 21820 members 
Mstep: Class 14 contains 42291 members 
Mstep: Class 15 contains 53506 members 
Mstep: Class 16 contains 194169 members 
Mstep: Class 17 contains 10947 members 
Mstep: Class 18 contains 32556 members 
Mstep: Class 19 contains 106300 members 
Mstep: Class 20 contains 28972 members 
Mstep: Class 21 contains 21130 members 
Mstep: Class 22 contains 21090 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 126425 members 
Mstep: Class 26 contains 14033 members 
Mstep: Class 27 contains 28542 members 
Mstep: Class 28 contains 1710 members 
Mstep: Class 29 contains 53952 members 
Mstep: Class 30 contains 9538 members 
Mstep: Class 31 contains 10621 members 
Mstep: Class 32 contains 116563 members 
Mstep: Class 33 contains 3665 members 
Mstep: Class 34 contains 6723 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 22882 members 
Mstep: Class 38 contains 7396 members 
Mstep: Class 39 contains 21314 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944880.000000 Penalty: 147590.875000
Iteration 105Q: 42 clusters Score -2.259449e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 9916 members 
Mstep: Class 3 contains 180132 members 
Mstep: Class 4 contains 202375 members 
Mstep: Class 5 contains 24092 members 
Mstep: Class 6 contains 168162 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10931 members 
Mstep: Class 9 contains 239287 members 
Mstep: Class 10 contains 15017 members 
Mstep: Class 11 contains 61548 members 
Mstep: Class 12 contains 41603 members 
Mstep: Class 13 contains 21792 members 
Mstep: Class 14 contains 42269 members 
Mstep: Class 15 contains 52895 members 
Mstep: Class 16 contains 194411 members 
Mstep: Class 17 contains 10963 members 
Mstep: Class 18 contains 32575 members 
Mstep: Class 19 contains 106363 members 
Mstep: Class 20 contains 28945 members 
Mstep: Class 21 contains 21155 members 
Mstep: Class 22 contains 21095 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 126430 members 
Mstep: Class 26 contains 14059 members 
Mstep: Class 27 contains 27744 members 
Mstep: Class 28 contains 1713 members 
Mstep: Class 29 contains 53891 members 
Mstep: Class 30 contains 9569 members 
Mstep: Class 31 contains 10625 members 
Mstep: Class 32 contains 116355 members 
Mstep: Class 33 contains 3666 members 
Mstep: Class 34 contains 6739 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1711 members 
Mstep: Class 37 contains 23255 members 
Mstep: Class 38 contains 7465 members 
Mstep: Class 39 contains 21313 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944896.000000 Penalty: 147590.875000
Iteration 106Q: 42 clusters Score -2.259449e+08 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 9913 members 
Mstep: Class 3 contains 180133 members 
Mstep: Class 4 contains 202276 members 
Mstep: Class 5 contains 24079 members 
Mstep: Class 6 contains 168496 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10934 members 
Mstep: Class 9 contains 240059 members 
Mstep: Class 10 contains 15018 members 
Mstep: Class 11 contains 61542 members 
Mstep: Class 12 contains 41611 members 
Mstep: Class 13 contains 21751 members 
Mstep: Class 14 contains 42257 members 
Mstep: Class 15 contains 52261 members 
Mstep: Class 16 contains 194620 members 
Mstep: Class 17 contains 10979 members 
Mstep: Class 18 contains 32591 members 
Mstep: Class 19 contains 106413 members 
Mstep: Class 20 contains 28908 members 
Mstep: Class 21 contains 21184 members 
Mstep: Class 22 contains 21098 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 126415 members 
Mstep: Class 26 contains 14083 members 
Mstep: Class 27 contains 26979 members 
Mstep: Class 28 contains 1715 members 
Mstep: Class 29 contains 53813 members 
Mstep: Class 30 contains 9595 members 
Mstep: Class 31 contains 10635 members 
Mstep: Class 32 contains 116128 members 
Mstep: Class 33 contains 3668 members 
Mstep: Class 34 contains 6755 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1708 members 
Mstep: Class 37 contains 23665 members 
Mstep: Class 38 contains 7552 members 
Mstep: Class 39 contains 21310 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945472.000000 Penalty: 147590.875000
Iteration 107Q: 42 clusters Score -2.259455e+08 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 9912 members 
Mstep: Class 3 contains 180125 members 
Mstep: Class 4 contains 202199 members 
Mstep: Class 5 contains 24071 members 
Mstep: Class 6 contains 168755 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10941 members 
Mstep: Class 9 contains 240776 members 
Mstep: Class 10 contains 15019 members 
Mstep: Class 11 contains 61542 members 
Mstep: Class 12 contains 41622 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 42242 members 
Mstep: Class 15 contains 51626 members 
Mstep: Class 16 contains 194851 members 
Mstep: Class 17 contains 10996 members 
Mstep: Class 18 contains 32603 members 
Mstep: Class 19 contains 106453 members 
Mstep: Class 20 contains 28859 members 
Mstep: Class 21 contains 21218 members 
Mstep: Class 22 contains 21095 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5712 members 
Mstep: Class 25 contains 126395 members 
Mstep: Class 26 contains 14112 members 
Mstep: Class 27 contains 26294 members 
Mstep: Class 28 contains 1719 members 
Mstep: Class 29 contains 53741 members 
Mstep: Class 30 contains 9626 members 
Mstep: Class 31 contains 10642 members 
Mstep: Class 32 contains 115901 members 
Mstep: Class 33 contains 3670 members 
Mstep: Class 34 contains 6771 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1701 members 
Mstep: Class 37 contains 24068 members 
Mstep: Class 38 contains 7654 members 
Mstep: Class 39 contains 21310 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946032.000000 Penalty: 147590.875000
Iteration 108Q: 42 clusters Score -2.25946e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 180095 members 
Mstep: Class 4 contains 202096 members 
Mstep: Class 5 contains 24071 members 
Mstep: Class 6 contains 169026 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10956 members 
Mstep: Class 9 contains 241492 members 
Mstep: Class 10 contains 15023 members 
Mstep: Class 11 contains 61540 members 
Mstep: Class 12 contains 41655 members 
Mstep: Class 13 contains 21665 members 
Mstep: Class 14 contains 42236 members 
Mstep: Class 15 contains 51064 members 
Mstep: Class 16 contains 195012 members 
Mstep: Class 17 contains 11024 members 
Mstep: Class 18 contains 32639 members 
Mstep: Class 19 contains 106515 members 
Mstep: Class 20 contains 28786 members 
Mstep: Class 21 contains 21243 members 
Mstep: Class 22 contains 21100 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 126387 members 
Mstep: Class 26 contains 14128 members 
Mstep: Class 27 contains 25607 members 
Mstep: Class 28 contains 1719 members 
Mstep: Class 29 contains 53660 members 
Mstep: Class 30 contains 9645 members 
Mstep: Class 31 contains 10646 members 
Mstep: Class 32 contains 115637 members 
Mstep: Class 33 contains 3671 members 
Mstep: Class 34 contains 6783 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1698 members 
Mstep: Class 37 contains 24484 members 
Mstep: Class 38 contains 7744 members 
Mstep: Class 39 contains 21317 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945968.000000 Penalty: 147590.875000
Iteration 109Q: 42 clusters Score -2.25946e+08 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 9899 members 
Mstep: Class 3 contains 180067 members 
Mstep: Class 4 contains 202061 members 
Mstep: Class 5 contains 24066 members 
Mstep: Class 6 contains 169288 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10952 members 
Mstep: Class 9 contains 242183 members 
Mstep: Class 10 contains 15027 members 
Mstep: Class 11 contains 61540 members 
Mstep: Class 12 contains 41693 members 
Mstep: Class 13 contains 21640 members 
Mstep: Class 14 contains 42230 members 
Mstep: Class 15 contains 50470 members 
Mstep: Class 16 contains 195199 members 
Mstep: Class 17 contains 11035 members 
Mstep: Class 18 contains 32656 members 
Mstep: Class 19 contains 106563 members 
Mstep: Class 20 contains 28724 members 
Mstep: Class 21 contains 21279 members 
Mstep: Class 22 contains 21098 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5686 members 
Mstep: Class 25 contains 126370 members 
Mstep: Class 26 contains 14146 members 
Mstep: Class 27 contains 24970 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 53556 members 
Mstep: Class 30 contains 9670 members 
Mstep: Class 31 contains 10650 members 
Mstep: Class 32 contains 115358 members 
Mstep: Class 33 contains 3673 members 
Mstep: Class 34 contains 6793 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1694 members 
Mstep: Class 37 contains 24901 members 
Mstep: Class 38 contains 7833 members 
Mstep: Class 39 contains 21319 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947024.000000 Penalty: 147590.875000
Iteration 110Q: 42 clusters Score -2.25947e+08 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 9892 members 
Mstep: Class 3 contains 180049 members 
Mstep: Class 4 contains 202065 members 
Mstep: Class 5 contains 24055 members 
Mstep: Class 6 contains 169562 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 242868 members 
Mstep: Class 10 contains 15027 members 
Mstep: Class 11 contains 61533 members 
Mstep: Class 12 contains 41750 members 
Mstep: Class 13 contains 21608 members 
Mstep: Class 14 contains 42234 members 
Mstep: Class 15 contains 49866 members 
Mstep: Class 16 contains 195371 members 
Mstep: Class 17 contains 11047 members 
Mstep: Class 18 contains 32670 members 
Mstep: Class 19 contains 106581 members 
Mstep: Class 20 contains 28665 members 
Mstep: Class 21 contains 21309 members 
Mstep: Class 22 contains 21091 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5678 members 
Mstep: Class 25 contains 126364 members 
Mstep: Class 26 contains 14156 members 
Mstep: Class 27 contains 24338 members 
Mstep: Class 28 contains 1728 members 
Mstep: Class 29 contains 53463 members 
Mstep: Class 30 contains 9691 members 
Mstep: Class 31 contains 10658 members 
Mstep: Class 32 contains 115065 members 
Mstep: Class 33 contains 3676 members 
Mstep: Class 34 contains 6804 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1688 members 
Mstep: Class 37 contains 25311 members 
Mstep: Class 38 contains 7915 members 
Mstep: Class 39 contains 21323 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946928.000000 Penalty: 147590.875000
Iteration 111Q: 42 clusters Score -2.259469e+08 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 9886 members 
Mstep: Class 3 contains 179983 members 
Mstep: Class 4 contains 202036 members 
Mstep: Class 5 contains 24045 members 
Mstep: Class 6 contains 169858 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10951 members 
Mstep: Class 9 contains 243555 members 
Mstep: Class 10 contains 15028 members 
Mstep: Class 11 contains 61528 members 
Mstep: Class 12 contains 41804 members 
Mstep: Class 13 contains 21576 members 
Mstep: Class 14 contains 42236 members 
Mstep: Class 15 contains 49283 members 
Mstep: Class 16 contains 195521 members 
Mstep: Class 17 contains 11052 members 
Mstep: Class 18 contains 32676 members 
Mstep: Class 19 contains 106616 members 
Mstep: Class 20 contains 28606 members 
Mstep: Class 21 contains 21326 members 
Mstep: Class 22 contains 21093 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 126350 members 
Mstep: Class 26 contains 14162 members 
Mstep: Class 27 contains 23786 members 
Mstep: Class 28 contains 1728 members 
Mstep: Class 29 contains 53388 members 
Mstep: Class 30 contains 9708 members 
Mstep: Class 31 contains 10664 members 
Mstep: Class 32 contains 114768 members 
Mstep: Class 33 contains 3676 members 
Mstep: Class 34 contains 6817 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1681 members 
Mstep: Class 37 contains 25710 members 
Mstep: Class 38 contains 8013 members 
Mstep: Class 39 contains 21329 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947296.000000 Penalty: 147590.875000
Iteration 112Q: 42 clusters Score -2.259473e+08 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 9880 members 
Mstep: Class 3 contains 179922 members 
Mstep: Class 4 contains 202016 members 
Mstep: Class 5 contains 24033 members 
Mstep: Class 6 contains 170173 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10950 members 
Mstep: Class 9 contains 244159 members 
Mstep: Class 10 contains 15025 members 
Mstep: Class 11 contains 61518 members 
Mstep: Class 12 contains 41875 members 
Mstep: Class 13 contains 21546 members 
Mstep: Class 14 contains 42227 members 
Mstep: Class 15 contains 48735 members 
Mstep: Class 16 contains 195640 members 
Mstep: Class 17 contains 11060 members 
Mstep: Class 18 contains 32687 members 
Mstep: Class 19 contains 106655 members 
Mstep: Class 20 contains 28560 members 
Mstep: Class 21 contains 21345 members 
Mstep: Class 22 contains 21089 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5639 members 
Mstep: Class 25 contains 126344 members 
Mstep: Class 26 contains 14174 members 
Mstep: Class 27 contains 23318 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 53295 members 
Mstep: Class 30 contains 9729 members 
Mstep: Class 31 contains 10671 members 
Mstep: Class 32 contains 114460 members 
Mstep: Class 33 contains 3678 members 
Mstep: Class 34 contains 6826 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1673 members 
Mstep: Class 37 contains 26084 members 
Mstep: Class 38 contains 8116 members 
Mstep: Class 39 contains 21330 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947504.000000 Penalty: 147590.875000
Iteration 113Q: 42 clusters Score -2.259475e+08 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 9878 members 
Mstep: Class 3 contains 179852 members 
Mstep: Class 4 contains 201974 members 
Mstep: Class 5 contains 24024 members 
Mstep: Class 6 contains 170511 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10945 members 
Mstep: Class 9 contains 244737 members 
Mstep: Class 10 contains 15030 members 
Mstep: Class 11 contains 61509 members 
Mstep: Class 12 contains 41927 members 
Mstep: Class 13 contains 21491 members 
Mstep: Class 14 contains 42225 members 
Mstep: Class 15 contains 48157 members 
Mstep: Class 16 contains 195760 members 
Mstep: Class 17 contains 11070 members 
Mstep: Class 18 contains 32695 members 
Mstep: Class 19 contains 106711 members 
Mstep: Class 20 contains 28536 members 
Mstep: Class 21 contains 21358 members 
Mstep: Class 22 contains 21081 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 126337 members 
Mstep: Class 26 contains 14190 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 53219 members 
Mstep: Class 30 contains 9745 members 
Mstep: Class 31 contains 10678 members 
Mstep: Class 32 contains 114167 members 
Mstep: Class 33 contains 3680 members 
Mstep: Class 34 contains 6837 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1663 members 
Mstep: Class 37 contains 26448 members 
Mstep: Class 38 contains 8217 members 
Mstep: Class 39 contains 21332 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948240.000000 Penalty: 147590.875000
Iteration 114Q: 42 clusters Score -2.259482e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 9882 members 
Mstep: Class 3 contains 179785 members 
Mstep: Class 4 contains 201956 members 
Mstep: Class 5 contains 24027 members 
Mstep: Class 6 contains 170880 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10942 members 
Mstep: Class 9 contains 245253 members 
Mstep: Class 10 contains 15032 members 
Mstep: Class 11 contains 61498 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 21462 members 
Mstep: Class 14 contains 42227 members 
Mstep: Class 15 contains 47520 members 
Mstep: Class 16 contains 195907 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 32693 members 
Mstep: Class 19 contains 106785 members 
Mstep: Class 20 contains 28478 members 
Mstep: Class 21 contains 21378 members 
Mstep: Class 22 contains 21076 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5612 members 
Mstep: Class 25 contains 126322 members 
Mstep: Class 26 contains 14208 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 53119 members 
Mstep: Class 30 contains 9765 members 
Mstep: Class 31 contains 10681 members 
Mstep: Class 32 contains 113883 members 
Mstep: Class 33 contains 3680 members 
Mstep: Class 34 contains 6843 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1656 members 
Mstep: Class 37 contains 26826 members 
Mstep: Class 38 contains 8313 members 
Mstep: Class 39 contains 21335 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948736.000000 Penalty: 147590.875000
Iteration 115Q: 42 clusters Score -2.259487e+08 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 9883 members 
Mstep: Class 3 contains 179754 members 
Mstep: Class 4 contains 201922 members 
Mstep: Class 5 contains 24022 members 
Mstep: Class 6 contains 171284 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10943 members 
Mstep: Class 9 contains 245733 members 
Mstep: Class 10 contains 15034 members 
Mstep: Class 11 contains 61492 members 
Mstep: Class 12 contains 42011 members 
Mstep: Class 13 contains 21429 members 
Mstep: Class 14 contains 42227 members 
Mstep: Class 15 contains 46871 members 
Mstep: Class 16 contains 196037 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 32701 members 
Mstep: Class 19 contains 106858 members 
Mstep: Class 20 contains 28412 members 
Mstep: Class 21 contains 21399 members 
Mstep: Class 22 contains 21067 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5599 members 
Mstep: Class 25 contains 126312 members 
Mstep: Class 26 contains 14227 members 
Mstep: Class 27 contains 22139 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 53014 members 
Mstep: Class 30 contains 9788 members 
Mstep: Class 31 contains 10687 members 
Mstep: Class 32 contains 113575 members 
Mstep: Class 33 contains 3681 members 
Mstep: Class 34 contains 6845 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1653 members 
Mstep: Class 37 contains 27184 members 
Mstep: Class 38 contains 8396 members 
Mstep: Class 39 contains 21338 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949120.000000 Penalty: 147590.875000
Iteration 116Q: 42 clusters Score -2.259491e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 179710 members 
Mstep: Class 4 contains 201899 members 
Mstep: Class 5 contains 24019 members 
Mstep: Class 6 contains 171708 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10932 members 
Mstep: Class 9 contains 246113 members 
Mstep: Class 10 contains 15038 members 
Mstep: Class 11 contains 61479 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 13 contains 21379 members 
Mstep: Class 14 contains 42225 members 
Mstep: Class 15 contains 46235 members 
Mstep: Class 16 contains 196157 members 
Mstep: Class 17 contains 11076 members 
Mstep: Class 18 contains 32705 members 
Mstep: Class 19 contains 106934 members 
Mstep: Class 20 contains 28353 members 
Mstep: Class 21 contains 21420 members 
Mstep: Class 22 contains 21061 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 126297 members 
Mstep: Class 26 contains 14231 members 
Mstep: Class 27 contains 21873 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 52919 members 
Mstep: Class 30 contains 9801 members 
Mstep: Class 31 contains 10691 members 
Mstep: Class 32 contains 113283 members 
Mstep: Class 33 contains 3687 members 
Mstep: Class 34 contains 6849 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1648 members 
Mstep: Class 37 contains 27549 members 
Mstep: Class 38 contains 8481 members 
Mstep: Class 39 contains 21338 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948928.000000 Penalty: 147590.875000
Iteration 117Q: 42 clusters Score -2.259489e+08 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 9873 members 
Mstep: Class 3 contains 179669 members 
Mstep: Class 4 contains 201909 members 
Mstep: Class 5 contains 24017 members 
Mstep: Class 6 contains 172102 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10916 members 
Mstep: Class 9 contains 246445 members 
Mstep: Class 10 contains 15042 members 
Mstep: Class 11 contains 61477 members 
Mstep: Class 12 contains 42100 members 
Mstep: Class 13 contains 21366 members 
Mstep: Class 14 contains 42226 members 
Mstep: Class 15 contains 45619 members 
Mstep: Class 16 contains 196269 members 
Mstep: Class 17 contains 11074 members 
Mstep: Class 18 contains 32700 members 
Mstep: Class 19 contains 106983 members 
Mstep: Class 20 contains 28292 members 
Mstep: Class 21 contains 21429 members 
Mstep: Class 22 contains 21051 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 126290 members 
Mstep: Class 26 contains 14231 members 
Mstep: Class 27 contains 21666 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 52829 members 
Mstep: Class 30 contains 9821 members 
Mstep: Class 31 contains 10695 members 
Mstep: Class 32 contains 112982 members 
Mstep: Class 33 contains 3691 members 
Mstep: Class 34 contains 6853 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1646 members 
Mstep: Class 37 contains 27926 members 
Mstep: Class 38 contains 8582 members 
Mstep: Class 39 contains 21338 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948560.000000 Penalty: 147590.875000
Iteration 118Q: 42 clusters Score -2.259486e+08 nChanged 3716
Entering ConstructFrom: 
Score: -225948560.000000 Penalty: 147590.875000
Entering ConstructFrom: 
Trying to split cluster 1 (34509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Entering Unmasked Estep 
Score: -4036699.000000 Penalty: 2591.345947
	Iteration 0F: 2 clusters Score -4036699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4013100.250000 Penalty: 5182.691895
	Iteration 0F: 3 clusters Score -4013100 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4021804.250000 Penalty: 5182.691895
	Iteration 1F: 3 clusters Score -4021804 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4022360.750000 Penalty: 5182.691895
	Iteration 2Q: 3 clusters Score -4022361 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4022866.250000 Penalty: 5182.691895
	Iteration 3Q: 3 clusters Score -4022866 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4023358.000000 Penalty: 5182.691895
	Iteration 4Q: 3 clusters Score -4023358 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4023935.500000 Penalty: 5182.691895
	Iteration 5Q: 3 clusters Score -4023936 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -4024795.500000 Penalty: 5182.691895
	Iteration 6Q: 3 clusters Score -4024796 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4025865.750000 Penalty: 5182.691895
	Iteration 7F: 3 clusters Score -4025866 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4027065.500000 Penalty: 5182.691895
	Iteration 8F: 3 clusters Score -4027066 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -4028202.750000 Penalty: 5182.691895
	Iteration 9F: 3 clusters Score -4028203 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -4029069.750000 Penalty: 5182.691895
	Iteration 10F: 3 clusters Score -4029070 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4029757.500000 Penalty: 5182.691895
	Iteration 11Q: 3 clusters Score -4029758 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -4030323.250000 Penalty: 5182.691895
	Iteration 12Q: 3 clusters Score -4030323 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4030797.500000 Penalty: 5182.691895
	Iteration 13Q: 3 clusters Score -4030798 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -4031237.750000 Penalty: 5182.691895
	Iteration 14Q: 3 clusters Score -4031238 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4031664.000000 Penalty: 5182.691895
	Iteration 15Q: 3 clusters Score -4031664 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4032044.750000 Penalty: 5182.691895
	Iteration 16Q: 3 clusters Score -4032045 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -4032433.500000 Penalty: 5182.691895
	Iteration 17Q: 3 clusters Score -4032434 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4032787.250000 Penalty: 5182.691895
	Iteration 18Q: 3 clusters Score -4032787 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -4033099.500000 Penalty: 5182.691895
	Iteration 19Q: 3 clusters Score -4033100 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4033421.500000 Penalty: 5182.691895
	Iteration 20F: 3 clusters Score -4033422 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4033663.000000 Penalty: 5182.691895
	Iteration 21Q: 3 clusters Score -4033663 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4033858.500000 Penalty: 5182.691895
	Iteration 22Q: 3 clusters Score -4033858 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4034025.250000 Penalty: 5182.691895
	Iteration 23Q: 3 clusters Score -4034025 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4034153.000000 Penalty: 5182.691895
	Iteration 24Q: 3 clusters Score -4034153 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4034237.250000 Penalty: 5182.691895
	Iteration 25Q: 3 clusters Score -4034237 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4034300.250000 Penalty: 5182.691895
	Iteration 26Q: 3 clusters Score -4034300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4034351.750000 Penalty: 5182.691895
	Iteration 27Q: 3 clusters Score -4034352 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4034381.500000 Penalty: 5182.691895
	Iteration 28Q: 3 clusters Score -4034382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4034413.750000 Penalty: 5182.691895
	Iteration 29Q: 3 clusters Score -4034414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4034425.250000 Penalty: 5182.691895
	Iteration 30Q: 3 clusters Score -4034425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4034445.500000 Penalty: 5182.691895
	Iteration 31Q: 3 clusters Score -4034446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4034467.500000 Penalty: 5182.691895
	Iteration 32Q: 3 clusters Score -4034468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4034477.500000 Penalty: 5182.691895
	Iteration 33Q: 3 clusters Score -4034478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4034484.250000 Penalty: 5182.691895
	Iteration 34Q: 3 clusters Score -4034484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4034488.250000 Penalty: 5182.691895
	Iteration 35Q: 3 clusters Score -4034488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4034493.000000 Penalty: 5182.691895
	Iteration 36Q: 3 clusters Score -4034493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4034505.500000 Penalty: 5182.691895
	Iteration 37Q: 3 clusters Score -4034506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4034511.750000 Penalty: 5182.691895
	Iteration 38Q: 3 clusters Score -4034512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4034518.000000 Penalty: 5182.691895
	Iteration 39Q: 3 clusters Score -4034518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4034525.750000 Penalty: 5182.691895
	Iteration 40F: 3 clusters Score -4034526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4034531.500000 Penalty: 5182.691895
	Iteration 41Q: 3 clusters Score -4034532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4034537.500000 Penalty: 5182.691895
	Iteration 42Q: 3 clusters Score -4034538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4034544.500000 Penalty: 5182.691895
	Iteration 43Q: 3 clusters Score -4034544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4034550.000000 Penalty: 5182.691895
	Iteration 44Q: 3 clusters Score -4034550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4034556.000000 Penalty: 5182.691895
	Iteration 45Q: 3 clusters Score -4034556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4034556.250000 Penalty: 5182.691895
	Iteration 46Q: 3 clusters Score -4034556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4034562.500000 Penalty: 5182.691895
	Iteration 47Q: 3 clusters Score -4034562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4034565.250000 Penalty: 5182.691895
	Iteration 48Q: 3 clusters Score -4034565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4034567.500000 Penalty: 5182.691895
	Iteration 49Q: 3 clusters Score -4034568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4034568.000000 Penalty: 5182.691895
	Iteration 50Q: 3 clusters Score -4034568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4034571.750000 Penalty: 5182.691895
	Iteration 51Q: 3 clusters Score -4034572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4034575.000000 Penalty: 5182.691895
	Iteration 52Q: 3 clusters Score -4034575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4034575.750000 Penalty: 5182.691895
	Iteration 53Q: 3 clusters Score -4034576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4034575.750000 Penalty: 5182.691895
	Iteration 54F: 3 clusters Score -4034576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Entering Unmasked Estep 
Score: -1086892.125000 Penalty: 2280.818848
	Iteration 0F: 2 clusters Score -1086892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1079364.000000 Penalty: 4561.637695
	Iteration 0F: 3 clusters Score -1079364 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1081704.750000 Penalty: 4561.637695
	Iteration 1F: 3 clusters Score -1081705 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1082277.500000 Penalty: 4561.637695
	Iteration 2F: 3 clusters Score -1082278 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1082967.375000 Penalty: 4561.637695
	Iteration 3F: 3 clusters Score -1082967 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1083793.250000 Penalty: 4561.637695
	Iteration 4F: 3 clusters Score -1083793 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1084579.250000 Penalty: 4561.637695
	Iteration 5F: 3 clusters Score -1084579 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1085125.125000 Penalty: 4561.637695
	Iteration 6F: 3 clusters Score -1085125 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1085508.625000 Penalty: 4561.637695
	Iteration 7Q: 3 clusters Score -1085509 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1085766.250000 Penalty: 4561.637695
	Iteration 8Q: 3 clusters Score -1085766 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1085931.750000 Penalty: 4561.637695
	Iteration 9Q: 3 clusters Score -1085932 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1086022.750000 Penalty: 4561.637695
	Iteration 10Q: 3 clusters Score -1086023 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1086078.250000 Penalty: 4561.637695
	Iteration 11Q: 3 clusters Score -1086078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1086109.375000 Penalty: 4561.637695
	Iteration 12Q: 3 clusters Score -1086109 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1086132.625000 Penalty: 4561.637695
	Iteration 13Q: 3 clusters Score -1086133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1086145.875000 Penalty: 4561.637695
	Iteration 14Q: 3 clusters Score -1086146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1086155.625000 Penalty: 4561.637695
	Iteration 15Q: 3 clusters Score -1086156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1086161.000000 Penalty: 4561.637695
	Iteration 16Q: 3 clusters Score -1086161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1086166.000000 Penalty: 4561.637695
	Iteration 17Q: 3 clusters Score -1086166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1086174.875000 Penalty: 4561.637695
	Iteration 18Q: 3 clusters Score -1086175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1086179.125000 Penalty: 4561.637695
	Iteration 19Q: 3 clusters Score -1086179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1086182.875000 Penalty: 4561.637695
	Iteration 20F: 3 clusters Score -1086183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1086185.875000 Penalty: 4561.637695
	Iteration 21Q: 3 clusters Score -1086186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1086187.000000 Penalty: 4561.637695
	Iteration 22Q: 3 clusters Score -1086187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1086188.250000 Penalty: 4561.637695
	Iteration 23Q: 3 clusters Score -1086188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1086190.125000 Penalty: 4561.637695
	Iteration 24Q: 3 clusters Score -1086190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1086195.750000 Penalty: 4561.637695
	Iteration 25Q: 3 clusters Score -1086196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1086198.750000 Penalty: 4561.637695
	Iteration 26Q: 3 clusters Score -1086199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1086198.625000 Penalty: 4561.637695
	Iteration 27Q: 3 clusters Score -1086199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1086199.500000 Penalty: 4561.637695
	Iteration 28Q: 3 clusters Score -1086200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1086200.750000 Penalty: 4561.637695
	Iteration 29Q: 3 clusters Score -1086201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1086203.125000 Penalty: 4561.637695
	Iteration 30Q: 3 clusters Score -1086203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1086202.625000 Penalty: 4561.637695
	Iteration 31Q: 3 clusters Score -1086203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1086205.250000 Penalty: 4561.637695
	Iteration 32Q: 3 clusters Score -1086205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1086204.750000 Penalty: 4561.637695
	Iteration 33Q: 3 clusters Score -1086205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1086205.875000 Penalty: 4561.637695
	Iteration 34Q: 3 clusters Score -1086206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1086208.625000 Penalty: 4561.637695
	Iteration 35Q: 3 clusters Score -1086209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1086209.375000 Penalty: 4561.637695
	Iteration 36Q: 3 clusters Score -1086209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1086211.250000 Penalty: 4561.637695
	Iteration 37Q: 3 clusters Score -1086211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1086211.125000 Penalty: 4561.637695
	Iteration 38Q: 3 clusters Score -1086211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1086211.125000 Penalty: 4561.637695
	Iteration 39F: 3 clusters Score -1086211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (179636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179636 members 
Entering Unmasked Estep 
Score: -20827486.000000 Penalty: 3000.474609
	Iteration 0F: 2 clusters Score -2.082749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90003 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -20707696.000000 Penalty: 6000.949219
	Iteration 0F: 3 clusters Score -2.07077e+07 nChanged 86376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -20759272.000000 Penalty: 6000.949219
	Iteration 1F: 3 clusters Score -2.075927e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -20762224.000000 Penalty: 6000.949219
	Iteration 2Q: 3 clusters Score -2.076222e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -20766992.000000 Penalty: 6000.949219
	Iteration 3Q: 3 clusters Score -2.076699e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98467 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -20771990.000000 Penalty: 6000.949219
	Iteration 4F: 3 clusters Score -2.077199e+07 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100701 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -20776414.000000 Penalty: 6000.949219
	Iteration 5F: 3 clusters Score -2.077641e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102927 members 
Mstep: Class 2 contains 76709 members 
Entering Unmasked Estep 
Score: -20780648.000000 Penalty: 6000.949219
	Iteration 6F: 3 clusters Score -2.078065e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105004 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -20784210.000000 Penalty: 6000.949219
	Iteration 7Q: 3 clusters Score -2.078421e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -20786946.000000 Penalty: 6000.949219
	Iteration 8Q: 3 clusters Score -2.078695e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -20789446.000000 Penalty: 6000.949219
	Iteration 9Q: 3 clusters Score -2.078945e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109998 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -20792018.000000 Penalty: 6000.949219
	Iteration 10Q: 3 clusters Score -2.079202e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -20794720.000000 Penalty: 6000.949219
	Iteration 11Q: 3 clusters Score -2.079472e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112368 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -20797408.000000 Penalty: 6000.949219
	Iteration 12Q: 3 clusters Score -2.079741e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -20799978.000000 Penalty: 6000.949219
	Iteration 13Q: 3 clusters Score -2.079998e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 65179 members 
Entering Unmasked Estep 
Score: -20801850.000000 Penalty: 6000.949219
	Iteration 14Q: 3 clusters Score -2.080185e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115551 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -20803016.000000 Penalty: 6000.949219
	Iteration 15Q: 3 clusters Score -2.080302e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116714 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -20803810.000000 Penalty: 6000.949219
	Iteration 16Q: 3 clusters Score -2.080381e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -20804280.000000 Penalty: 6000.949219
	Iteration 17Q: 3 clusters Score -2.080428e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119257 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -20804796.000000 Penalty: 6000.949219
	Iteration 18Q: 3 clusters Score -2.08048e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -20805122.000000 Penalty: 6000.949219
	Iteration 19Q: 3 clusters Score -2.080512e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122105 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -20805524.000000 Penalty: 6000.949219
	Iteration 20F: 3 clusters Score -2.080552e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123632 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -20806030.000000 Penalty: 6000.949219
	Iteration 21Q: 3 clusters Score -2.080603e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125134 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -20806452.000000 Penalty: 6000.949219
	Iteration 22Q: 3 clusters Score -2.080645e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -20806878.000000 Penalty: 6000.949219
	Iteration 23Q: 3 clusters Score -2.080688e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128185 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -20807212.000000 Penalty: 6000.949219
	Iteration 24Q: 3 clusters Score -2.080721e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -20807570.000000 Penalty: 6000.949219
	Iteration 25Q: 3 clusters Score -2.080757e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -20807894.000000 Penalty: 6000.949219
	Iteration 26Q: 3 clusters Score -2.080789e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133264 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -20808246.000000 Penalty: 6000.949219
	Iteration 27Q: 3 clusters Score -2.080825e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -20808710.000000 Penalty: 6000.949219
	Iteration 28Q: 3 clusters Score -2.080871e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -20809188.000000 Penalty: 6000.949219
	Iteration 29Q: 3 clusters Score -2.080919e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138926 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -20809604.000000 Penalty: 6000.949219
	Iteration 30Q: 3 clusters Score -2.08096e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140945 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -20810280.000000 Penalty: 6000.949219
	Iteration 31Q: 3 clusters Score -2.081028e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -20811014.000000 Penalty: 6000.949219
	Iteration 32Q: 3 clusters Score -2.081101e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145444 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -20811786.000000 Penalty: 6000.949219
	Iteration 33Q: 3 clusters Score -2.081179e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147860 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -20812368.000000 Penalty: 6000.949219
	Iteration 34Q: 3 clusters Score -2.081237e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -20813158.000000 Penalty: 6000.949219
	Iteration 35Q: 3 clusters Score -2.081316e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -20813964.000000 Penalty: 6000.949219
	Iteration 36Q: 3 clusters Score -2.081396e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155645 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -20814952.000000 Penalty: 6000.949219
	Iteration 37Q: 3 clusters Score -2.081495e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -20815950.000000 Penalty: 6000.949219
	Iteration 38Q: 3 clusters Score -2.081595e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -20816816.000000 Penalty: 6000.949219
	Iteration 39Q: 3 clusters Score -2.081682e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -20817884.000000 Penalty: 6000.949219
	Iteration 40F: 3 clusters Score -2.081788e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166269 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -20819158.000000 Penalty: 6000.949219
	Iteration 41Q: 3 clusters Score -2.081916e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168674 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -20820220.000000 Penalty: 6000.949219
	Iteration 42Q: 3 clusters Score -2.082022e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -20821178.000000 Penalty: 6000.949219
	Iteration 43Q: 3 clusters Score -2.082118e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172590 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -20821928.000000 Penalty: 6000.949219
	Iteration 44Q: 3 clusters Score -2.082193e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174092 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -20822532.000000 Penalty: 6000.949219
	Iteration 45Q: 3 clusters Score -2.082253e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175263 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -20823054.000000 Penalty: 6000.949219
	Iteration 46Q: 3 clusters Score -2.082305e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -20823528.000000 Penalty: 6000.949219
	Iteration 47Q: 3 clusters Score -2.082353e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -20823940.000000 Penalty: 6000.949219
	Iteration 48Q: 3 clusters Score -2.082394e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177326 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -20824130.000000 Penalty: 6000.949219
	Iteration 49Q: 3 clusters Score -2.082413e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -20824286.000000 Penalty: 6000.949219
	Iteration 50Q: 3 clusters Score -2.082429e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177964 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -20824438.000000 Penalty: 6000.949219
	Iteration 51Q: 3 clusters Score -2.082444e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178159 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20824544.000000 Penalty: 6000.949219
	Iteration 52Q: 3 clusters Score -2.082454e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178301 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -20824624.000000 Penalty: 6000.949219
	Iteration 53Q: 3 clusters Score -2.082462e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20824676.000000 Penalty: 6000.949219
	Iteration 54Q: 3 clusters Score -2.082468e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178474 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20824726.000000 Penalty: 6000.949219
	Iteration 55Q: 3 clusters Score -2.082473e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178536 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20824776.000000 Penalty: 6000.949219
	Iteration 56Q: 3 clusters Score -2.082478e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20824780.000000 Penalty: 6000.949219
	Iteration 57Q: 3 clusters Score -2.082478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178617 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -20824800.000000 Penalty: 6000.949219
	Iteration 58Q: 3 clusters Score -2.08248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20824808.000000 Penalty: 6000.949219
	Iteration 59Q: 3 clusters Score -2.082481e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178674 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20824830.000000 Penalty: 6000.949219
	Iteration 60F: 3 clusters Score -2.082483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178685 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20824820.000000 Penalty: 6000.949219
	Iteration 61Q: 3 clusters Score -2.082482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178699 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -20824830.000000 Penalty: 6000.949219
	Iteration 62Q: 3 clusters Score -2.082483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20824840.000000 Penalty: 6000.949219
	Iteration 63Q: 3 clusters Score -2.082484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178716 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -20824830.000000 Penalty: 6000.949219
	Iteration 64Q: 3 clusters Score -2.082483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20824844.000000 Penalty: 6000.949219
	Iteration 65Q: 3 clusters Score -2.082484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178730 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -20824848.000000 Penalty: 6000.949219
	Iteration 66Q: 3 clusters Score -2.082485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178738 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -20824854.000000 Penalty: 6000.949219
	Iteration 67Q: 3 clusters Score -2.082485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178744 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20824860.000000 Penalty: 6000.949219
	Iteration 68Q: 3 clusters Score -2.082486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178748 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20824864.000000 Penalty: 6000.949219
	Iteration 69Q: 3 clusters Score -2.082486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178751 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -20824842.000000 Penalty: 6000.949219
	Iteration 70Q: 3 clusters Score -2.082484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178758 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20824870.000000 Penalty: 6000.949219
	Iteration 71Q: 3 clusters Score -2.082487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178762 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20824870.000000 Penalty: 6000.949219
	Iteration 72Q: 3 clusters Score -2.082487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20824882.000000 Penalty: 6000.949219
	Iteration 73Q: 3 clusters Score -2.082488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20824876.000000 Penalty: 6000.949219
	Iteration 74Q: 3 clusters Score -2.082488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178764 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20824882.000000 Penalty: 6000.949219
	Iteration 75Q: 3 clusters Score -2.082488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178765 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20824882.000000 Penalty: 6000.949219
	Iteration 76Q: 3 clusters Score -2.082488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -20824880.000000 Penalty: 6000.949219
	Iteration 77Q: 3 clusters Score -2.082488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178767 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -20824882.000000 Penalty: 6000.949219
	Iteration 78Q: 3 clusters Score -2.082488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178768 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -20824878.000000 Penalty: 6000.949219
	Iteration 79Q: 3 clusters Score -2.082488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178769 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -20824870.000000 Penalty: 6000.949219
	Iteration 80F: 3 clusters Score -2.082487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178771 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20824878.000000 Penalty: 6000.949219
	Iteration 81Q: 3 clusters Score -2.082488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178773 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20824882.000000 Penalty: 6000.949219
	Iteration 82Q: 3 clusters Score -2.082488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20824884.000000 Penalty: 6000.949219
	Iteration 83Q: 3 clusters Score -2.082488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178774 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20824884.000000 Penalty: 6000.949219
	Iteration 84F: 3 clusters Score -2.082488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (201952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201952 members 
Entering Unmasked Estep 
Score: -23369716.000000 Penalty: 3029.514648
	Iteration 0F: 2 clusters Score -2.336972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101294 members 
Mstep: Class 2 contains 100658 members 
Entering Unmasked Estep 
Score: -23236836.000000 Penalty: 6059.029297
	Iteration 0F: 3 clusters Score -2.323684e+07 nChanged 97024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -23293464.000000 Penalty: 6059.029297
	Iteration 1F: 3 clusters Score -2.329346e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -23295896.000000 Penalty: 6059.029297
	Iteration 2Q: 3 clusters Score -2.32959e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -23299382.000000 Penalty: 6059.029297
	Iteration 3Q: 3 clusters Score -2.329938e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128961 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -23305206.000000 Penalty: 6059.029297
	Iteration 4F: 3 clusters Score -2.330521e+07 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142860 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -23315394.000000 Penalty: 6059.029297
	Iteration 5F: 3 clusters Score -2.331539e+07 nChanged 17287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -23329550.000000 Penalty: 6059.029297
	Iteration 6F: 3 clusters Score -2.332955e+07 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176997 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -23345212.000000 Penalty: 6059.029297
	Iteration 7F: 3 clusters Score -2.334521e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190172 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -23357558.000000 Penalty: 6059.029297
	Iteration 8F: 3 clusters Score -2.335756e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197448 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -23363782.000000 Penalty: 6059.029297
	Iteration 9Q: 3 clusters Score -2.336378e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200300 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -23366004.000000 Penalty: 6059.029297
	Iteration 10Q: 3 clusters Score -2.3366e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201208 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -23366716.000000 Penalty: 6059.029297
	Iteration 11Q: 3 clusters Score -2.336672e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201457 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -23366906.000000 Penalty: 6059.029297
	Iteration 12Q: 3 clusters Score -2.336691e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201539 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -23367020.000000 Penalty: 6059.029297
	Iteration 13Q: 3 clusters Score -2.336702e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201574 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23367046.000000 Penalty: 6059.029297
	Iteration 14Q: 3 clusters Score -2.336705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201586 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23367066.000000 Penalty: 6059.029297
	Iteration 15Q: 3 clusters Score -2.336707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201593 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -23367106.000000 Penalty: 6059.029297
	Iteration 16Q: 3 clusters Score -2.336711e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201603 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -23367130.000000 Penalty: 6059.029297
	Iteration 17Q: 3 clusters Score -2.336713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201609 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23367136.000000 Penalty: 6059.029297
	Iteration 18Q: 3 clusters Score -2.336714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201614 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23367148.000000 Penalty: 6059.029297
	Iteration 19Q: 3 clusters Score -2.336715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201619 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23367160.000000 Penalty: 6059.029297
	Iteration 20F: 3 clusters Score -2.336716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201624 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23367122.000000 Penalty: 6059.029297
	Iteration 21Q: 3 clusters Score -2.336712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201625 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23367136.000000 Penalty: 6059.029297
	Iteration 22Q: 3 clusters Score -2.336714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201625 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23367136.000000 Penalty: 6059.029297
	Iteration 23F: 3 clusters Score -2.336714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Entering Unmasked Estep 
Score: -2754469.750000 Penalty: 2501.363281
	Iteration 0F: 2 clusters Score -2754470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2737864.750000 Penalty: 5002.726562
	Iteration 0F: 3 clusters Score -2737865 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2743579.750000 Penalty: 5002.726562
	Iteration 1F: 3 clusters Score -2743580 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2744061.750000 Penalty: 5002.726562
	Iteration 2F: 3 clusters Score -2744062 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2744516.500000 Penalty: 5002.726562
	Iteration 3Q: 3 clusters Score -2744516 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2744964.000000 Penalty: 5002.726562
	Iteration 4Q: 3 clusters Score -2744964 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2745487.000000 Penalty: 5002.726562
	Iteration 5Q: 3 clusters Score -2745487 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2746009.750000 Penalty: 5002.726562
	Iteration 6Q: 3 clusters Score -2746010 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2746624.750000 Penalty: 5002.726562
	Iteration 7Q: 3 clusters Score -2746625 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2747275.250000 Penalty: 5002.726562
	Iteration 8Q: 3 clusters Score -2747275 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2747948.500000 Penalty: 5002.726562
	Iteration 9Q: 3 clusters Score -2747948 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2748565.750000 Penalty: 5002.726562
	Iteration 10Q: 3 clusters Score -2748566 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2749142.000000 Penalty: 5002.726562
	Iteration 11Q: 3 clusters Score -2749142 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2749667.500000 Penalty: 5002.726562
	Iteration 12Q: 3 clusters Score -2749668 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2750121.250000 Penalty: 5002.726562
	Iteration 13Q: 3 clusters Score -2750121 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2750580.750000 Penalty: 5002.726562
	Iteration 14Q: 3 clusters Score -2750581 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2750998.250000 Penalty: 5002.726562
	Iteration 15Q: 3 clusters Score -2750998 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2751307.500000 Penalty: 5002.726562
	Iteration 16Q: 3 clusters Score -2751308 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2751547.500000 Penalty: 5002.726562
	Iteration 17Q: 3 clusters Score -2751548 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2751754.750000 Penalty: 5002.726562
	Iteration 18Q: 3 clusters Score -2751755 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2751918.250000 Penalty: 5002.726562
	Iteration 19Q: 3 clusters Score -2751918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2752046.000000 Penalty: 5002.726562
	Iteration 20F: 3 clusters Score -2752046 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2752129.250000 Penalty: 5002.726562
	Iteration 21Q: 3 clusters Score -2752129 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2752197.250000 Penalty: 5002.726562
	Iteration 22Q: 3 clusters Score -2752197 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2752251.000000 Penalty: 5002.726562
	Iteration 23Q: 3 clusters Score -2752251 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2752292.250000 Penalty: 5002.726562
	Iteration 24Q: 3 clusters Score -2752292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2752317.500000 Penalty: 5002.726562
	Iteration 25Q: 3 clusters Score -2752318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2752324.750000 Penalty: 5002.726562
	Iteration 26Q: 3 clusters Score -2752325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2752344.250000 Penalty: 5002.726562
	Iteration 27Q: 3 clusters Score -2752344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2752347.000000 Penalty: 5002.726562
	Iteration 28Q: 3 clusters Score -2752347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2752347.250000 Penalty: 5002.726562
	Iteration 29Q: 3 clusters Score -2752347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2752349.250000 Penalty: 5002.726562
	Iteration 30Q: 3 clusters Score -2752349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2752359.750000 Penalty: 5002.726562
	Iteration 31Q: 3 clusters Score -2752360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2752360.000000 Penalty: 5002.726562
	Iteration 32Q: 3 clusters Score -2752360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2752361.000000 Penalty: 5002.726562
	Iteration 33Q: 3 clusters Score -2752361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2752361.750000 Penalty: 5002.726562
	Iteration 34Q: 3 clusters Score -2752362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2752359.750000 Penalty: 5002.726562
	Iteration 35Q: 3 clusters Score -2752360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2752362.750000 Penalty: 5002.726562
	Iteration 36Q: 3 clusters Score -2752363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2752365.750000 Penalty: 5002.726562
	Iteration 37Q: 3 clusters Score -2752366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2752366.750000 Penalty: 5002.726562
	Iteration 38Q: 3 clusters Score -2752367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2752366.750000 Penalty: 5002.726562
	Iteration 39F: 3 clusters Score -2752367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (172506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172506 members 
Entering Unmasked Estep 
Score: -20447684.000000 Penalty: 2990.430420
	Iteration 0F: 2 clusters Score -2.044768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -20335098.000000 Penalty: 5980.860840
	Iteration 0F: 3 clusters Score -2.03351e+07 nChanged 82913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -20383940.000000 Penalty: 5980.860840
	Iteration 1F: 3 clusters Score -2.038394e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -20385018.000000 Penalty: 5980.860840
	Iteration 2Q: 3 clusters Score -2.038502e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -20386346.000000 Penalty: 5980.860840
	Iteration 3Q: 3 clusters Score -2.038635e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -20388246.000000 Penalty: 5980.860840
	Iteration 4Q: 3 clusters Score -2.038825e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -20391316.000000 Penalty: 5980.860840
	Iteration 5Q: 3 clusters Score -2.039132e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -20395706.000000 Penalty: 5980.860840
	Iteration 6F: 3 clusters Score -2.039571e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -20402076.000000 Penalty: 5980.860840
	Iteration 7F: 3 clusters Score -2.040208e+07 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -20409908.000000 Penalty: 5980.860840
	Iteration 8F: 3 clusters Score -2.040991e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121395 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -20417874.000000 Penalty: 5980.860840
	Iteration 9F: 3 clusters Score -2.041787e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128571 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -20424784.000000 Penalty: 5980.860840
	Iteration 10F: 3 clusters Score -2.042478e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134648 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -20430528.000000 Penalty: 5980.860840
	Iteration 11Q: 3 clusters Score -2.043053e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -20435432.000000 Penalty: 5980.860840
	Iteration 12Q: 3 clusters Score -2.043543e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -20438430.000000 Penalty: 5980.860840
	Iteration 13Q: 3 clusters Score -2.043843e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145995 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -20440412.000000 Penalty: 5980.860840
	Iteration 14Q: 3 clusters Score -2.044041e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148464 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -20441606.000000 Penalty: 5980.860840
	Iteration 15Q: 3 clusters Score -2.044161e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -20442534.000000 Penalty: 5980.860840
	Iteration 16Q: 3 clusters Score -2.044253e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -20443392.000000 Penalty: 5980.860840
	Iteration 17Q: 3 clusters Score -2.044339e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -20443952.000000 Penalty: 5980.860840
	Iteration 18Q: 3 clusters Score -2.044395e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -20444542.000000 Penalty: 5980.860840
	Iteration 19Q: 3 clusters Score -2.044454e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158517 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -20445026.000000 Penalty: 5980.860840
	Iteration 20F: 3 clusters Score -2.044503e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160093 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -20445304.000000 Penalty: 5980.860840
	Iteration 21Q: 3 clusters Score -2.04453e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161601 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -20445520.000000 Penalty: 5980.860840
	Iteration 22Q: 3 clusters Score -2.044552e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162973 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -20445754.000000 Penalty: 5980.860840
	Iteration 23Q: 3 clusters Score -2.044575e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -20445774.000000 Penalty: 5980.860840
	Iteration 24Q: 3 clusters Score -2.044577e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165220 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -20445936.000000 Penalty: 5980.860840
	Iteration 25Q: 3 clusters Score -2.044594e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166122 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -20446020.000000 Penalty: 5980.860840
	Iteration 26Q: 3 clusters Score -2.044602e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -20446086.000000 Penalty: 5980.860840
	Iteration 27Q: 3 clusters Score -2.044609e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167689 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -20446148.000000 Penalty: 5980.860840
	Iteration 28Q: 3 clusters Score -2.044615e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168256 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -20446148.000000 Penalty: 5980.860840
	Iteration 29Q: 3 clusters Score -2.044615e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168723 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -20446058.000000 Penalty: 5980.860840
	Iteration 30Q: 3 clusters Score -2.044606e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169134 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -20446054.000000 Penalty: 5980.860840
	Iteration 31Q: 3 clusters Score -2.044605e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169443 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -20446044.000000 Penalty: 5980.860840
	Iteration 32Q: 3 clusters Score -2.044604e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169707 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -20446050.000000 Penalty: 5980.860840
	Iteration 33Q: 3 clusters Score -2.044605e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169895 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -20446022.000000 Penalty: 5980.860840
	Iteration 34Q: 3 clusters Score -2.044602e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170059 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20445976.000000 Penalty: 5980.860840
	Iteration 35Q: 3 clusters Score -2.044598e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170189 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -20445922.000000 Penalty: 5980.860840
	Iteration 36Q: 3 clusters Score -2.044592e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170291 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -20445908.000000 Penalty: 5980.860840
	Iteration 37Q: 3 clusters Score -2.044591e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170385 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -20445900.000000 Penalty: 5980.860840
	Iteration 38Q: 3 clusters Score -2.04459e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170477 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20445914.000000 Penalty: 5980.860840
	Iteration 39Q: 3 clusters Score -2.044591e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -20445912.000000 Penalty: 5980.860840
	Iteration 40F: 3 clusters Score -2.044591e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20445872.000000 Penalty: 5980.860840
	Iteration 41Q: 3 clusters Score -2.044587e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170687 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -20445906.000000 Penalty: 5980.860840
	Iteration 42Q: 3 clusters Score -2.044591e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170730 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -20445900.000000 Penalty: 5980.860840
	Iteration 43Q: 3 clusters Score -2.04459e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170779 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -20445904.000000 Penalty: 5980.860840
	Iteration 44Q: 3 clusters Score -2.04459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20445914.000000 Penalty: 5980.860840
	Iteration 45Q: 3 clusters Score -2.044591e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170858 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20445920.000000 Penalty: 5980.860840
	Iteration 46Q: 3 clusters Score -2.044592e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170880 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -20445934.000000 Penalty: 5980.860840
	Iteration 47Q: 3 clusters Score -2.044593e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -20445928.000000 Penalty: 5980.860840
	Iteration 48Q: 3 clusters Score -2.044593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170931 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -20445930.000000 Penalty: 5980.860840
	Iteration 49Q: 3 clusters Score -2.044593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170955 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -20445922.000000 Penalty: 5980.860840
	Iteration 50Q: 3 clusters Score -2.044592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170970 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -20445918.000000 Penalty: 5980.860840
	Iteration 51Q: 3 clusters Score -2.044592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170984 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -20445920.000000 Penalty: 5980.860840
	Iteration 52Q: 3 clusters Score -2.044592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171005 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -20445896.000000 Penalty: 5980.860840
	Iteration 53Q: 3 clusters Score -2.04459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171023 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20445874.000000 Penalty: 5980.860840
	Iteration 54Q: 3 clusters Score -2.044587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171041 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -20445872.000000 Penalty: 5980.860840
	Iteration 55Q: 3 clusters Score -2.044587e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20445886.000000 Penalty: 5980.860840
	Iteration 56Q: 3 clusters Score -2.044589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171079 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -20445892.000000 Penalty: 5980.860840
	Iteration 57Q: 3 clusters Score -2.044589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171096 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -20445886.000000 Penalty: 5980.860840
	Iteration 58Q: 3 clusters Score -2.044589e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -20445882.000000 Penalty: 5980.860840
	Iteration 59Q: 3 clusters Score -2.044588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20445882.000000 Penalty: 5980.860840
	Iteration 60F: 3 clusters Score -2.044588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -20445862.000000 Penalty: 5980.860840
	Iteration 61Q: 3 clusters Score -2.044586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171162 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -20445854.000000 Penalty: 5980.860840
	Iteration 62Q: 3 clusters Score -2.044585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20445864.000000 Penalty: 5980.860840
	Iteration 63Q: 3 clusters Score -2.044586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20445880.000000 Penalty: 5980.860840
	Iteration 64Q: 3 clusters Score -2.044588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171181 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20445872.000000 Penalty: 5980.860840
	Iteration 65Q: 3 clusters Score -2.044587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171187 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -20445862.000000 Penalty: 5980.860840
	Iteration 66Q: 3 clusters Score -2.044586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171190 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -20445868.000000 Penalty: 5980.860840
	Iteration 67Q: 3 clusters Score -2.044587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20445852.000000 Penalty: 5980.860840
	Iteration 68Q: 3 clusters Score -2.044585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -20445846.000000 Penalty: 5980.860840
	Iteration 69Q: 3 clusters Score -2.044585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -20445852.000000 Penalty: 5980.860840
	Iteration 70Q: 3 clusters Score -2.044585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171196 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20445856.000000 Penalty: 5980.860840
	Iteration 71Q: 3 clusters Score -2.044586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20445864.000000 Penalty: 5980.860840
	Iteration 72Q: 3 clusters Score -2.044586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171201 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20445866.000000 Penalty: 5980.860840
	Iteration 73Q: 3 clusters Score -2.044587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20445850.000000 Penalty: 5980.860840
	Iteration 74Q: 3 clusters Score -2.044585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20445858.000000 Penalty: 5980.860840
	Iteration 75Q: 3 clusters Score -2.044586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -20445862.000000 Penalty: 5980.860840
	Iteration 76Q: 3 clusters Score -2.044586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171226 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20445870.000000 Penalty: 5980.860840
	Iteration 77Q: 3 clusters Score -2.044587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171229 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20445864.000000 Penalty: 5980.860840
	Iteration 78Q: 3 clusters Score -2.044586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171233 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20445860.000000 Penalty: 5980.860840
	Iteration 79Q: 3 clusters Score -2.044586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -20445856.000000 Penalty: 5980.860840
	Iteration 80F: 3 clusters Score -2.044586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171240 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -20445864.000000 Penalty: 5980.860840
	Iteration 81Q: 3 clusters Score -2.044586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171245 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20445868.000000 Penalty: 5980.860840
	Iteration 82Q: 3 clusters Score -2.044587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171249 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -20445866.000000 Penalty: 5980.860840
	Iteration 83Q: 3 clusters Score -2.044587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171251 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20445886.000000 Penalty: 5980.860840
	Iteration 84Q: 3 clusters Score -2.044589e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -20445870.000000 Penalty: 5980.860840
	Iteration 85Q: 3 clusters Score -2.044587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171266 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20445864.000000 Penalty: 5980.860840
	Iteration 86Q: 3 clusters Score -2.044586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171272 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20445862.000000 Penalty: 5980.860840
	Iteration 87Q: 3 clusters Score -2.044586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171279 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -20445860.000000 Penalty: 5980.860840
	Iteration 88Q: 3 clusters Score -2.044586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171283 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20445870.000000 Penalty: 5980.860840
	Iteration 89Q: 3 clusters Score -2.044587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171289 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20445868.000000 Penalty: 5980.860840
	Iteration 90Q: 3 clusters Score -2.044587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171292 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20445872.000000 Penalty: 5980.860840
	Iteration 91Q: 3 clusters Score -2.044587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171295 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20445870.000000 Penalty: 5980.860840
	Iteration 92Q: 3 clusters Score -2.044587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20445868.000000 Penalty: 5980.860840
	Iteration 93Q: 3 clusters Score -2.044587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171307 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20445870.000000 Penalty: 5980.860840
	Iteration 94Q: 3 clusters Score -2.044587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171311 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20445856.000000 Penalty: 5980.860840
	Iteration 95Q: 3 clusters Score -2.044586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20445856.000000 Penalty: 5980.860840
	Iteration 96Q: 3 clusters Score -2.044586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171316 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20445872.000000 Penalty: 5980.860840
	Iteration 97Q: 3 clusters Score -2.044587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20445870.000000 Penalty: 5980.860840
	Iteration 98Q: 3 clusters Score -2.044587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171320 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20445864.000000 Penalty: 5980.860840
	Iteration 99Q: 3 clusters Score -2.044586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171322 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -20445866.000000 Penalty: 5980.860840
	Iteration 100F: 3 clusters Score -2.044587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -148089.093750 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -148089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -145939.125000 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -145939.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -146576.843750 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -146576.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147212.593750 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -147212.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147652.703125 Penalty: 3606.765137
	Iteration 3F: 3 clusters Score -147652.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -148006.234375 Penalty: 3606.765137
	Iteration 4F: 3 clusters Score -148006.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -148310.296875 Penalty: 3606.765137
	Iteration 5F: 3 clusters Score -148310.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -148625.515625 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -148625.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -148864.046875 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -148864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -149035.906250 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -149035.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -149053.953125 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -149054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -149063.671875 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -149063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -149072.500000 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -149072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -149080.750000 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -149080.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -149090.000000 Penalty: 3606.765137
	Iteration 13Q: 3 clusters Score -149090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -149102.562500 Penalty: 3606.765137
	Iteration 14Q: 3 clusters Score -149102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -149112.296875 Penalty: 3606.765137
	Iteration 15Q: 3 clusters Score -149112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -149112.296875 Penalty: 3606.765137
	Iteration 16F: 3 clusters Score -149112.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 179636 members 
Mstep: Class 4 contains 201952 members 
Mstep: Class 5 contains 24008 members 
Mstep: Class 6 contains 172506 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 10908 members 
Mstep: Class 9 contains 246746 members 
Mstep: Class 10 contains 15046 members 
Mstep: Class 11 contains 61474 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 21363 members 
Mstep: Class 14 contains 42223 members 
Mstep: Class 15 contains 44990 members 
Mstep: Class 16 contains 196366 members 
Mstep: Class 17 contains 11083 members 
Mstep: Class 18 contains 32695 members 
Mstep: Class 19 contains 107026 members 
Mstep: Class 20 contains 28199 members 
Mstep: Class 21 contains 21444 members 
Mstep: Class 22 contains 21026 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 126288 members 
Mstep: Class 26 contains 14233 members 
Mstep: Class 27 contains 21501 members 
Mstep: Class 28 contains 1728 members 
Mstep: Class 29 contains 52741 members 
Mstep: Class 30 contains 9832 members 
Mstep: Class 31 contains 10700 members 
Mstep: Class 32 contains 112678 members 
Mstep: Class 33 contains 3693 members 
Mstep: Class 34 contains 6866 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1643 members 
Mstep: Class 37 contains 28271 members 
Mstep: Class 38 contains 8654 members 
Mstep: Class 39 contains 21342 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59273 members 
Mstep: Class 42 contains 853 members 
Entering Unmasked Estep 
Score: -225947568.000000 Penalty: 151190.640625
Splitting cluster 7 changes total score from -225948560.000000 to -225947568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (10908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Entering Unmasked Estep 
Score: -1193433.375000 Penalty: 2305.718506
	Iteration 0F: 2 clusters Score -1193433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1185223.125000 Penalty: 4611.437012
	Iteration 0F: 3 clusters Score -1185223 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1187619.500000 Penalty: 4611.437012
	Iteration 1F: 3 clusters Score -1187620 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1187931.500000 Penalty: 4611.437012
	Iteration 2F: 3 clusters Score -1187932 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1188160.750000 Penalty: 4611.437012
	Iteration 3F: 3 clusters Score -1188161 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1188316.875000 Penalty: 4611.437012
	Iteration 4Q: 3 clusters Score -1188317 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1188433.000000 Penalty: 4611.437012
	Iteration 5Q: 3 clusters Score -1188433 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1188519.000000 Penalty: 4611.437012
	Iteration 6Q: 3 clusters Score -1188519 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1188606.250000 Penalty: 4611.437012
	Iteration 7Q: 3 clusters Score -1188606 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1188700.375000 Penalty: 4611.437012
	Iteration 8Q: 3 clusters Score -1188700 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1188810.375000 Penalty: 4611.437012
	Iteration 9Q: 3 clusters Score -1188810 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1188945.250000 Penalty: 4611.437012
	Iteration 10Q: 3 clusters Score -1188945 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1189132.375000 Penalty: 4611.437012
	Iteration 11Q: 3 clusters Score -1189132 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1189372.875000 Penalty: 4611.437012
	Iteration 12Q: 3 clusters Score -1189373 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1189676.875000 Penalty: 4611.437012
	Iteration 13Q: 3 clusters Score -1189677 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1190047.875000 Penalty: 4611.437012
	Iteration 14Q: 3 clusters Score -1190048 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1190501.500000 Penalty: 4611.437012
	Iteration 15Q: 3 clusters Score -1190502 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1190898.500000 Penalty: 4611.437012
	Iteration 16Q: 3 clusters Score -1190898 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1191260.125000 Penalty: 4611.437012
	Iteration 17Q: 3 clusters Score -1191260 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1191555.500000 Penalty: 4611.437012
	Iteration 18Q: 3 clusters Score -1191556 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1191727.625000 Penalty: 4611.437012
	Iteration 19Q: 3 clusters Score -1191728 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1191836.875000 Penalty: 4611.437012
	Iteration 20F: 3 clusters Score -1191837 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1191897.625000 Penalty: 4611.437012
	Iteration 21Q: 3 clusters Score -1191898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1191930.375000 Penalty: 4611.437012
	Iteration 22Q: 3 clusters Score -1191930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1191960.375000 Penalty: 4611.437012
	Iteration 23Q: 3 clusters Score -1191960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1191980.125000 Penalty: 4611.437012
	Iteration 24Q: 3 clusters Score -1191980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1191998.500000 Penalty: 4611.437012
	Iteration 25Q: 3 clusters Score -1191998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1192009.250000 Penalty: 4611.437012
	Iteration 26Q: 3 clusters Score -1192009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1192014.750000 Penalty: 4611.437012
	Iteration 27Q: 3 clusters Score -1192015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1192019.000000 Penalty: 4611.437012
	Iteration 28Q: 3 clusters Score -1192019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1192021.375000 Penalty: 4611.437012
	Iteration 29Q: 3 clusters Score -1192021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1192023.750000 Penalty: 4611.437012
	Iteration 30Q: 3 clusters Score -1192024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1192025.500000 Penalty: 4611.437012
	Iteration 31Q: 3 clusters Score -1192026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1192026.375000 Penalty: 4611.437012
	Iteration 32Q: 3 clusters Score -1192026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1192026.375000 Penalty: 4611.437012
	Iteration 33Q: 3 clusters Score -1192026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1192026.375000 Penalty: 4611.437012
	Iteration 34F: 3 clusters Score -1192026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (246746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246746 members 
Entering Unmasked Estep 
Score: -28769120.000000 Penalty: 3079.196533
	Iteration 0F: 2 clusters Score -2.876912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123622 members 
Mstep: Class 2 contains 123124 members 
Entering Unmasked Estep 
Score: -28623430.000000 Penalty: 6158.393066
	Iteration 0F: 3 clusters Score -2.862343e+07 nChanged 119182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 116326 members 
Entering Unmasked Estep 
Score: -28694098.000000 Penalty: 6158.393066
	Iteration 1F: 3 clusters Score -2.86941e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135391 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -28696438.000000 Penalty: 6158.393066
	Iteration 2Q: 3 clusters Score -2.869644e+07 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -28700460.000000 Penalty: 6158.393066
	Iteration 3Q: 3 clusters Score -2.870046e+07 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154474 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -28707218.000000 Penalty: 6158.393066
	Iteration 4F: 3 clusters Score -2.870722e+07 nChanged 17241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170139 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -28716858.000000 Penalty: 6158.393066
	Iteration 5F: 3 clusters Score -2.871686e+07 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188975 members 
Mstep: Class 2 contains 57771 members 
Entering Unmasked Estep 
Score: -28727726.000000 Penalty: 6158.393066
	Iteration 6F: 3 clusters Score -2.872773e+07 nChanged 19648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -28739500.000000 Penalty: 6158.393066
	Iteration 7F: 3 clusters Score -2.87395e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224512 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -28750734.000000 Penalty: 6158.393066
	Iteration 8F: 3 clusters Score -2.875073e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235605 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -28758544.000000 Penalty: 6158.393066
	Iteration 9Q: 3 clusters Score -2.875854e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241674 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -28763252.000000 Penalty: 6158.393066
	Iteration 10Q: 3 clusters Score -2.876325e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244365 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -28765280.000000 Penalty: 6158.393066
	Iteration 11Q: 3 clusters Score -2.876528e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245423 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -28765988.000000 Penalty: 6158.393066
	Iteration 12Q: 3 clusters Score -2.876599e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245831 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -28766348.000000 Penalty: 6158.393066
	Iteration 13Q: 3 clusters Score -2.876635e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245977 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -28766516.000000 Penalty: 6158.393066
	Iteration 14Q: 3 clusters Score -2.876652e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246038 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -28766562.000000 Penalty: 6158.393066
	Iteration 15Q: 3 clusters Score -2.876656e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246062 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -28766594.000000 Penalty: 6158.393066
	Iteration 16Q: 3 clusters Score -2.876659e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246072 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -28766606.000000 Penalty: 6158.393066
	Iteration 17Q: 3 clusters Score -2.876661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246085 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -28766634.000000 Penalty: 6158.393066
	Iteration 18Q: 3 clusters Score -2.876663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246089 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -28766616.000000 Penalty: 6158.393066
	Iteration 19Q: 3 clusters Score -2.876662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246099 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -28766646.000000 Penalty: 6158.393066
	Iteration 20F: 3 clusters Score -2.876665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246105 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -28766660.000000 Penalty: 6158.393066
	Iteration 21Q: 3 clusters Score -2.876666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246111 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -28766682.000000 Penalty: 6158.393066
	Iteration 22Q: 3 clusters Score -2.876668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246116 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -28766680.000000 Penalty: 6158.393066
	Iteration 23Q: 3 clusters Score -2.876668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246125 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -28766714.000000 Penalty: 6158.393066
	Iteration 24Q: 3 clusters Score -2.876671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246134 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -28766734.000000 Penalty: 6158.393066
	Iteration 25Q: 3 clusters Score -2.876673e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246135 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -28766724.000000 Penalty: 6158.393066
	Iteration 26Q: 3 clusters Score -2.876672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246136 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -28766752.000000 Penalty: 6158.393066
	Iteration 27Q: 3 clusters Score -2.876675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246140 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -28766764.000000 Penalty: 6158.393066
	Iteration 28Q: 3 clusters Score -2.876676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246140 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -28766772.000000 Penalty: 6158.393066
	Iteration 29Q: 3 clusters Score -2.876677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246137 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -28766752.000000 Penalty: 6158.393066
	Iteration 30Q: 3 clusters Score -2.876675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246136 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -28766750.000000 Penalty: 6158.393066
	Iteration 31Q: 3 clusters Score -2.876675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246136 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -28766750.000000 Penalty: 6158.393066
	Iteration 32F: 3 clusters Score -2.876675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Entering Unmasked Estep 
Score: -1784063.000000 Penalty: 2385.479248
	Iteration 0F: 2 clusters Score -1784063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1773285.750000 Penalty: 4770.958496
	Iteration 0F: 3 clusters Score -1773286 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1776625.625000 Penalty: 4770.958496
	Iteration 1F: 3 clusters Score -1776626 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1777033.625000 Penalty: 4770.958496
	Iteration 2F: 3 clusters Score -1777034 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1777413.125000 Penalty: 4770.958496
	Iteration 3F: 3 clusters Score -1777413 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1777805.000000 Penalty: 4770.958496
	Iteration 4F: 3 clusters Score -1777805 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1778261.875000 Penalty: 4770.958496
	Iteration 5F: 3 clusters Score -1778262 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1778772.125000 Penalty: 4770.958496
	Iteration 6F: 3 clusters Score -1778772 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1779350.625000 Penalty: 4770.958496
	Iteration 7F: 3 clusters Score -1779351 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1779946.750000 Penalty: 4770.958496
	Iteration 8F: 3 clusters Score -1779947 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1780506.500000 Penalty: 4770.958496
	Iteration 9Q: 3 clusters Score -1780506 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1780966.625000 Penalty: 4770.958496
	Iteration 10Q: 3 clusters Score -1780967 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1781296.375000 Penalty: 4770.958496
	Iteration 11Q: 3 clusters Score -1781296 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1781515.500000 Penalty: 4770.958496
	Iteration 12Q: 3 clusters Score -1781516 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1781677.750000 Penalty: 4770.958496
	Iteration 13Q: 3 clusters Score -1781678 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1781770.000000 Penalty: 4770.958496
	Iteration 14Q: 3 clusters Score -1781770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1781836.375000 Penalty: 4770.958496
	Iteration 15Q: 3 clusters Score -1781836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1781891.250000 Penalty: 4770.958496
	Iteration 16Q: 3 clusters Score -1781891 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1781948.250000 Penalty: 4770.958496
	Iteration 17Q: 3 clusters Score -1781948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1781996.375000 Penalty: 4770.958496
	Iteration 18Q: 3 clusters Score -1781996 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1782035.625000 Penalty: 4770.958496
	Iteration 19Q: 3 clusters Score -1782036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1782059.250000 Penalty: 4770.958496
	Iteration 20F: 3 clusters Score -1782059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1782080.750000 Penalty: 4770.958496
	Iteration 21Q: 3 clusters Score -1782081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1782093.000000 Penalty: 4770.958496
	Iteration 22Q: 3 clusters Score -1782093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1782097.250000 Penalty: 4770.958496
	Iteration 23Q: 3 clusters Score -1782097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1782110.500000 Penalty: 4770.958496
	Iteration 24Q: 3 clusters Score -1782110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1782118.250000 Penalty: 4770.958496
	Iteration 25Q: 3 clusters Score -1782118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1782119.750000 Penalty: 4770.958496
	Iteration 26Q: 3 clusters Score -1782120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1782120.125000 Penalty: 4770.958496
	Iteration 27Q: 3 clusters Score -1782120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1782121.375000 Penalty: 4770.958496
	Iteration 28Q: 3 clusters Score -1782121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1782122.750000 Penalty: 4770.958496
	Iteration 29Q: 3 clusters Score -1782123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1782126.125000 Penalty: 4770.958496
	Iteration 30Q: 3 clusters Score -1782126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1782127.625000 Penalty: 4770.958496
	Iteration 31Q: 3 clusters Score -1782128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1782130.000000 Penalty: 4770.958496
	Iteration 32Q: 3 clusters Score -1782130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1782130.500000 Penalty: 4770.958496
	Iteration 33Q: 3 clusters Score -1782130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1782129.250000 Penalty: 4770.958496
	Iteration 34Q: 3 clusters Score -1782129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1782134.250000 Penalty: 4770.958496
	Iteration 35Q: 3 clusters Score -1782134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1782133.375000 Penalty: 4770.958496
	Iteration 36Q: 3 clusters Score -1782133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1782135.500000 Penalty: 4770.958496
	Iteration 37Q: 3 clusters Score -1782136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1782138.375000 Penalty: 4770.958496
	Iteration 38Q: 3 clusters Score -1782138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1782143.250000 Penalty: 4770.958496
	Iteration 39Q: 3 clusters Score -1782143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1782146.500000 Penalty: 4770.958496
	Iteration 40F: 3 clusters Score -1782146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1782147.500000 Penalty: 4770.958496
	Iteration 41Q: 3 clusters Score -1782148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1782148.750000 Penalty: 4770.958496
	Iteration 42Q: 3 clusters Score -1782149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1782151.000000 Penalty: 4770.958496
	Iteration 43Q: 3 clusters Score -1782151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1782150.125000 Penalty: 4770.958496
	Iteration 44Q: 3 clusters Score -1782150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1782150.125000 Penalty: 4770.958496
	Iteration 45F: 3 clusters Score -1782150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Entering Unmasked Estep 
Score: -7121051.000000 Penalty: 2734.539795
	Iteration 0F: 2 clusters Score -7121051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -7079733.000000 Penalty: 5469.079590
	Iteration 0F: 3 clusters Score -7079733 nChanged 28551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7095618.000000 Penalty: 5469.079590
	Iteration 1F: 3 clusters Score -7095618 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -7096165.000000 Penalty: 5469.079590
	Iteration 2Q: 3 clusters Score -7096165 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -7096844.500000 Penalty: 5469.079590
	Iteration 3Q: 3 clusters Score -7096844 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -7097824.000000 Penalty: 5469.079590
	Iteration 4Q: 3 clusters Score -7097824 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -7099277.500000 Penalty: 5469.079590
	Iteration 5F: 3 clusters Score -7099278 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -7101665.500000 Penalty: 5469.079590
	Iteration 6F: 3 clusters Score -7101666 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -7104862.500000 Penalty: 5469.079590
	Iteration 7F: 3 clusters Score -7104862 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -7108542.500000 Penalty: 5469.079590
	Iteration 8F: 3 clusters Score -7108542 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -7111555.500000 Penalty: 5469.079590
	Iteration 9F: 3 clusters Score -7111556 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -7113805.000000 Penalty: 5469.079590
	Iteration 10F: 3 clusters Score -7113805 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -7115368.500000 Penalty: 5469.079590
	Iteration 11Q: 3 clusters Score -7115368 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -7116470.500000 Penalty: 5469.079590
	Iteration 12Q: 3 clusters Score -7116470 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -7117406.000000 Penalty: 5469.079590
	Iteration 13Q: 3 clusters Score -7117406 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -7118200.000000 Penalty: 5469.079590
	Iteration 14Q: 3 clusters Score -7118200 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7118787.000000 Penalty: 5469.079590
	Iteration 15Q: 3 clusters Score -7118787 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -7119205.000000 Penalty: 5469.079590
	Iteration 16Q: 3 clusters Score -7119205 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -7119461.000000 Penalty: 5469.079590
	Iteration 17Q: 3 clusters Score -7119461 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -7119660.000000 Penalty: 5469.079590
	Iteration 18Q: 3 clusters Score -7119660 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -7119696.500000 Penalty: 5469.079590
	Iteration 19Q: 3 clusters Score -7119696 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -7119761.500000 Penalty: 5469.079590
	Iteration 20F: 3 clusters Score -7119762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -7119803.500000 Penalty: 5469.079590
	Iteration 21Q: 3 clusters Score -7119804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -7119846.500000 Penalty: 5469.079590
	Iteration 22Q: 3 clusters Score -7119846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -7119850.000000 Penalty: 5469.079590
	Iteration 23Q: 3 clusters Score -7119850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -7119867.000000 Penalty: 5469.079590
	Iteration 24Q: 3 clusters Score -7119867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -7119884.500000 Penalty: 5469.079590
	Iteration 25Q: 3 clusters Score -7119884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -7119901.000000 Penalty: 5469.079590
	Iteration 26Q: 3 clusters Score -7119901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -7119919.500000 Penalty: 5469.079590
	Iteration 27Q: 3 clusters Score -7119920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -7119925.500000 Penalty: 5469.079590
	Iteration 28Q: 3 clusters Score -7119926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -7119918.000000 Penalty: 5469.079590
	Iteration 29Q: 3 clusters Score -7119918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -7119913.000000 Penalty: 5469.079590
	Iteration 30Q: 3 clusters Score -7119913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -7119931.000000 Penalty: 5469.079590
	Iteration 31Q: 3 clusters Score -7119931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -7119928.500000 Penalty: 5469.079590
	Iteration 32Q: 3 clusters Score -7119928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -7119930.000000 Penalty: 5469.079590
	Iteration 33Q: 3 clusters Score -7119930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -7119925.000000 Penalty: 5469.079590
	Iteration 34Q: 3 clusters Score -7119925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -7119929.000000 Penalty: 5469.079590
	Iteration 35Q: 3 clusters Score -7119929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7119928.500000 Penalty: 5469.079590
	Iteration 36Q: 3 clusters Score -7119928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -7119930.000000 Penalty: 5469.079590
	Iteration 37Q: 3 clusters Score -7119930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -7119930.000000 Penalty: 5469.079590
	Iteration 38Q: 3 clusters Score -7119930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -7119927.500000 Penalty: 5469.079590
	Iteration 39Q: 3 clusters Score -7119928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7119933.500000 Penalty: 5469.079590
	Iteration 40F: 3 clusters Score -7119934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -7119931.500000 Penalty: 5469.079590
	Iteration 41Q: 3 clusters Score -7119932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 59918 members 
Entering Unmasked Estep 
Score: -7119931.500000 Penalty: 5469.079590
	Iteration 42F: 3 clusters Score -7119932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Entering Unmasked Estep 
Score: -4527465.500000 Penalty: 2640.914307
	Iteration 0F: 2 clusters Score -4527466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -4498973.500000 Penalty: 5281.828613
	Iteration 0F: 3 clusters Score -4498974 nChanged 19307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -4510074.000000 Penalty: 5281.828613
	Iteration 1F: 3 clusters Score -4510074 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4510789.000000 Penalty: 5281.828613
	Iteration 2Q: 3 clusters Score -4510789 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4511460.500000 Penalty: 5281.828613
	Iteration 3Q: 3 clusters Score -4511460 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4512216.500000 Penalty: 5281.828613
	Iteration 4Q: 3 clusters Score -4512216 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4512962.500000 Penalty: 5281.828613
	Iteration 5Q: 3 clusters Score -4512962 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4513806.500000 Penalty: 5281.828613
	Iteration 6Q: 3 clusters Score -4513806 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4514670.500000 Penalty: 5281.828613
	Iteration 7Q: 3 clusters Score -4514670 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4515556.000000 Penalty: 5281.828613
	Iteration 8Q: 3 clusters Score -4515556 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -4516469.000000 Penalty: 5281.828613
	Iteration 9Q: 3 clusters Score -4516469 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4517264.500000 Penalty: 5281.828613
	Iteration 10Q: 3 clusters Score -4517264 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4517987.000000 Penalty: 5281.828613
	Iteration 11Q: 3 clusters Score -4517987 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4518672.500000 Penalty: 5281.828613
	Iteration 12Q: 3 clusters Score -4518672 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4519274.500000 Penalty: 5281.828613
	Iteration 13Q: 3 clusters Score -4519274 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -4519869.500000 Penalty: 5281.828613
	Iteration 14Q: 3 clusters Score -4519870 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -4520491.500000 Penalty: 5281.828613
	Iteration 15Q: 3 clusters Score -4520492 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4521230.000000 Penalty: 5281.828613
	Iteration 16Q: 3 clusters Score -4521230 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -4521886.000000 Penalty: 5281.828613
	Iteration 17Q: 3 clusters Score -4521886 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -4522475.500000 Penalty: 5281.828613
	Iteration 18Q: 3 clusters Score -4522476 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4523089.500000 Penalty: 5281.828613
	Iteration 19Q: 3 clusters Score -4523090 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -4523652.000000 Penalty: 5281.828613
	Iteration 20F: 3 clusters Score -4523652 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4524218.500000 Penalty: 5281.828613
	Iteration 21Q: 3 clusters Score -4524218 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4524690.500000 Penalty: 5281.828613
	Iteration 22Q: 3 clusters Score -4524690 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4525008.500000 Penalty: 5281.828613
	Iteration 23Q: 3 clusters Score -4525008 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4525272.000000 Penalty: 5281.828613
	Iteration 24Q: 3 clusters Score -4525272 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -4525473.500000 Penalty: 5281.828613
	Iteration 25Q: 3 clusters Score -4525474 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4525609.000000 Penalty: 5281.828613
	Iteration 26Q: 3 clusters Score -4525609 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -4525725.000000 Penalty: 5281.828613
	Iteration 27Q: 3 clusters Score -4525725 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4525822.000000 Penalty: 5281.828613
	Iteration 28Q: 3 clusters Score -4525822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -4525893.500000 Penalty: 5281.828613
	Iteration 29Q: 3 clusters Score -4525894 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4525966.500000 Penalty: 5281.828613
	Iteration 30Q: 3 clusters Score -4525966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4526025.000000 Penalty: 5281.828613
	Iteration 31Q: 3 clusters Score -4526025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4526090.500000 Penalty: 5281.828613
	Iteration 32Q: 3 clusters Score -4526090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -4526132.000000 Penalty: 5281.828613
	Iteration 33Q: 3 clusters Score -4526132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4526172.500000 Penalty: 5281.828613
	Iteration 34Q: 3 clusters Score -4526172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -4526231.500000 Penalty: 5281.828613
	Iteration 35Q: 3 clusters Score -4526232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -4526263.000000 Penalty: 5281.828613
	Iteration 36Q: 3 clusters Score -4526263 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -4526287.500000 Penalty: 5281.828613
	Iteration 37Q: 3 clusters Score -4526288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -4526324.000000 Penalty: 5281.828613
	Iteration 38Q: 3 clusters Score -4526324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4526359.500000 Penalty: 5281.828613
	Iteration 39Q: 3 clusters Score -4526360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -4526396.500000 Penalty: 5281.828613
	Iteration 40F: 3 clusters Score -4526396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -4526438.500000 Penalty: 5281.828613
	Iteration 41Q: 3 clusters Score -4526438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -4526463.000000 Penalty: 5281.828613
	Iteration 42Q: 3 clusters Score -4526463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -4526471.500000 Penalty: 5281.828613
	Iteration 43Q: 3 clusters Score -4526472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -4526475.500000 Penalty: 5281.828613
	Iteration 44Q: 3 clusters Score -4526476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -4526476.500000 Penalty: 5281.828613
	Iteration 45Q: 3 clusters Score -4526476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4526482.500000 Penalty: 5281.828613
	Iteration 46Q: 3 clusters Score -4526482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4526488.500000 Penalty: 5281.828613
	Iteration 47Q: 3 clusters Score -4526488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -4526486.500000 Penalty: 5281.828613
	Iteration 48Q: 3 clusters Score -4526486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -4526489.000000 Penalty: 5281.828613
	Iteration 49Q: 3 clusters Score -4526489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -4526489.000000 Penalty: 5281.828613
	Iteration 50Q: 3 clusters Score -4526489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -4526493.000000 Penalty: 5281.828613
	Iteration 51Q: 3 clusters Score -4526493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -4526493.000000 Penalty: 5281.828613
	Iteration 52F: 3 clusters Score -4526493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Entering Unmasked Estep 
Score: -2514249.750000 Penalty: 2472.415039
	Iteration 0F: 2 clusters Score -2514250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2499346.250000 Penalty: 4944.830078
	Iteration 0F: 3 clusters Score -2499346 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2504452.500000 Penalty: 4944.830078
	Iteration 1F: 3 clusters Score -2504452 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2504930.750000 Penalty: 4944.830078
	Iteration 2F: 3 clusters Score -2504931 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2505399.000000 Penalty: 4944.830078
	Iteration 3F: 3 clusters Score -2505399 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2505940.000000 Penalty: 4944.830078
	Iteration 4F: 3 clusters Score -2505940 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2506599.750000 Penalty: 4944.830078
	Iteration 5F: 3 clusters Score -2506600 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2507380.250000 Penalty: 4944.830078
	Iteration 6F: 3 clusters Score -2507380 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2508261.250000 Penalty: 4944.830078
	Iteration 7F: 3 clusters Score -2508261 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2509116.750000 Penalty: 4944.830078
	Iteration 8F: 3 clusters Score -2509117 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2509795.750000 Penalty: 4944.830078
	Iteration 9Q: 3 clusters Score -2509796 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2510333.500000 Penalty: 4944.830078
	Iteration 10Q: 3 clusters Score -2510334 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2510789.750000 Penalty: 4944.830078
	Iteration 11Q: 3 clusters Score -2510790 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2511134.500000 Penalty: 4944.830078
	Iteration 12Q: 3 clusters Score -2511134 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2511351.500000 Penalty: 4944.830078
	Iteration 13Q: 3 clusters Score -2511352 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2511527.250000 Penalty: 4944.830078
	Iteration 14Q: 3 clusters Score -2511527 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2511658.000000 Penalty: 4944.830078
	Iteration 15Q: 3 clusters Score -2511658 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2511741.500000 Penalty: 4944.830078
	Iteration 16Q: 3 clusters Score -2511742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2511825.500000 Penalty: 4944.830078
	Iteration 17Q: 3 clusters Score -2511826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2511895.750000 Penalty: 4944.830078
	Iteration 18Q: 3 clusters Score -2511896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2511933.000000 Penalty: 4944.830078
	Iteration 19Q: 3 clusters Score -2511933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2511976.250000 Penalty: 4944.830078
	Iteration 20F: 3 clusters Score -2511976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2512021.750000 Penalty: 4944.830078
	Iteration 21Q: 3 clusters Score -2512022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2512062.000000 Penalty: 4944.830078
	Iteration 22Q: 3 clusters Score -2512062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2512090.250000 Penalty: 4944.830078
	Iteration 23Q: 3 clusters Score -2512090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2512115.500000 Penalty: 4944.830078
	Iteration 24Q: 3 clusters Score -2512116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2512144.750000 Penalty: 4944.830078
	Iteration 25Q: 3 clusters Score -2512145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2512159.750000 Penalty: 4944.830078
	Iteration 26Q: 3 clusters Score -2512160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2512174.250000 Penalty: 4944.830078
	Iteration 27Q: 3 clusters Score -2512174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2512187.750000 Penalty: 4944.830078
	Iteration 28Q: 3 clusters Score -2512188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2512198.000000 Penalty: 4944.830078
	Iteration 29Q: 3 clusters Score -2512198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2512202.250000 Penalty: 4944.830078
	Iteration 30Q: 3 clusters Score -2512202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2512207.000000 Penalty: 4944.830078
	Iteration 31Q: 3 clusters Score -2512207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2512212.000000 Penalty: 4944.830078
	Iteration 32Q: 3 clusters Score -2512212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2512225.250000 Penalty: 4944.830078
	Iteration 33Q: 3 clusters Score -2512225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2512226.250000 Penalty: 4944.830078
	Iteration 34Q: 3 clusters Score -2512226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2512236.250000 Penalty: 4944.830078
	Iteration 35Q: 3 clusters Score -2512236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2512243.250000 Penalty: 4944.830078
	Iteration 36Q: 3 clusters Score -2512243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2512247.500000 Penalty: 4944.830078
	Iteration 37Q: 3 clusters Score -2512248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2512250.750000 Penalty: 4944.830078
	Iteration 38Q: 3 clusters Score -2512251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2512245.500000 Penalty: 4944.830078
	Iteration 39Q: 3 clusters Score -2512246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2512251.250000 Penalty: 4944.830078
	Iteration 40F: 3 clusters Score -2512251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Entering Unmasked Estep 
Score: -4891394.500000 Penalty: 2641.378662
	Iteration 0F: 2 clusters Score -4891394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4862691.500000 Penalty: 5282.757324
	Iteration 0F: 3 clusters Score -4862692 nChanged 19310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4873437.000000 Penalty: 5282.757324
	Iteration 1F: 3 clusters Score -4873437 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4874048.500000 Penalty: 5282.757324
	Iteration 2Q: 3 clusters Score -4874048 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4874634.000000 Penalty: 5282.757324
	Iteration 3Q: 3 clusters Score -4874634 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4875282.500000 Penalty: 5282.757324
	Iteration 4Q: 3 clusters Score -4875282 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -4876162.500000 Penalty: 5282.757324
	Iteration 5Q: 3 clusters Score -4876162 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4877288.000000 Penalty: 5282.757324
	Iteration 6F: 3 clusters Score -4877288 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4878537.000000 Penalty: 5282.757324
	Iteration 7F: 3 clusters Score -4878537 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -4879916.000000 Penalty: 5282.757324
	Iteration 8F: 3 clusters Score -4879916 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4881314.500000 Penalty: 5282.757324
	Iteration 9F: 3 clusters Score -4881314 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -4882464.000000 Penalty: 5282.757324
	Iteration 10F: 3 clusters Score -4882464 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -4883459.500000 Penalty: 5282.757324
	Iteration 11Q: 3 clusters Score -4883460 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4884398.500000 Penalty: 5282.757324
	Iteration 12Q: 3 clusters Score -4884398 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4885342.000000 Penalty: 5282.757324
	Iteration 13Q: 3 clusters Score -4885342 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -4886154.500000 Penalty: 5282.757324
	Iteration 14Q: 3 clusters Score -4886154 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -4886878.000000 Penalty: 5282.757324
	Iteration 15Q: 3 clusters Score -4886878 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -4887488.000000 Penalty: 5282.757324
	Iteration 16Q: 3 clusters Score -4887488 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -4888002.500000 Penalty: 5282.757324
	Iteration 17Q: 3 clusters Score -4888002 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -4888346.500000 Penalty: 5282.757324
	Iteration 18Q: 3 clusters Score -4888346 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4888633.000000 Penalty: 5282.757324
	Iteration 19Q: 3 clusters Score -4888633 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4888802.000000 Penalty: 5282.757324
	Iteration 20F: 3 clusters Score -4888802 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4888889.000000 Penalty: 5282.757324
	Iteration 21Q: 3 clusters Score -4888889 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -4888975.000000 Penalty: 5282.757324
	Iteration 22Q: 3 clusters Score -4888975 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -4889040.000000 Penalty: 5282.757324
	Iteration 23Q: 3 clusters Score -4889040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4889088.500000 Penalty: 5282.757324
	Iteration 24Q: 3 clusters Score -4889088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -4889116.500000 Penalty: 5282.757324
	Iteration 25Q: 3 clusters Score -4889116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -4889144.500000 Penalty: 5282.757324
	Iteration 26Q: 3 clusters Score -4889144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -4889165.500000 Penalty: 5282.757324
	Iteration 27Q: 3 clusters Score -4889166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -4889169.500000 Penalty: 5282.757324
	Iteration 28Q: 3 clusters Score -4889170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -4889183.000000 Penalty: 5282.757324
	Iteration 29Q: 3 clusters Score -4889183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -4889184.500000 Penalty: 5282.757324
	Iteration 30Q: 3 clusters Score -4889184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -4889197.500000 Penalty: 5282.757324
	Iteration 31Q: 3 clusters Score -4889198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -4889200.500000 Penalty: 5282.757324
	Iteration 32Q: 3 clusters Score -4889200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -4889208.500000 Penalty: 5282.757324
	Iteration 33Q: 3 clusters Score -4889208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -4889220.500000 Penalty: 5282.757324
	Iteration 34Q: 3 clusters Score -4889220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -4889224.500000 Penalty: 5282.757324
	Iteration 35Q: 3 clusters Score -4889224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -4889231.000000 Penalty: 5282.757324
	Iteration 36Q: 3 clusters Score -4889231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -4889251.500000 Penalty: 5282.757324
	Iteration 37Q: 3 clusters Score -4889252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -4889265.000000 Penalty: 5282.757324
	Iteration 38Q: 3 clusters Score -4889265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -4889273.500000 Penalty: 5282.757324
	Iteration 39Q: 3 clusters Score -4889274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -4889278.500000 Penalty: 5282.757324
	Iteration 40F: 3 clusters Score -4889278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -4889276.500000 Penalty: 5282.757324
	Iteration 41Q: 3 clusters Score -4889276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -4889283.000000 Penalty: 5282.757324
	Iteration 42Q: 3 clusters Score -4889283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -4889282.000000 Penalty: 5282.757324
	Iteration 43Q: 3 clusters Score -4889282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -4889285.000000 Penalty: 5282.757324
	Iteration 44Q: 3 clusters Score -4889285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -4889290.000000 Penalty: 5282.757324
	Iteration 45Q: 3 clusters Score -4889290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -4889290.500000 Penalty: 5282.757324
	Iteration 46Q: 3 clusters Score -4889290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -4889295.000000 Penalty: 5282.757324
	Iteration 47Q: 3 clusters Score -4889295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -4889301.500000 Penalty: 5282.757324
	Iteration 48Q: 3 clusters Score -4889302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -4889305.000000 Penalty: 5282.757324
	Iteration 49Q: 3 clusters Score -4889305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -4889306.000000 Penalty: 5282.757324
	Iteration 50Q: 3 clusters Score -4889306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -4889304.000000 Penalty: 5282.757324
	Iteration 51Q: 3 clusters Score -4889304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -4889306.000000 Penalty: 5282.757324
	Iteration 52Q: 3 clusters Score -4889306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -4889310.500000 Penalty: 5282.757324
	Iteration 53Q: 3 clusters Score -4889310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4889308.000000 Penalty: 5282.757324
	Iteration 54Q: 3 clusters Score -4889308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -4889308.000000 Penalty: 5282.757324
	Iteration 55F: 3 clusters Score -4889308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Entering Unmasked Estep 
Score: -5278518.000000 Penalty: 2657.120361
	Iteration 0F: 2 clusters Score -5278518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5248107.000000 Penalty: 5314.240723
	Iteration 0F: 3 clusters Score -5248107 nChanged 20685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5259932.000000 Penalty: 5314.240723
	Iteration 1F: 3 clusters Score -5259932 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5260722.500000 Penalty: 5314.240723
	Iteration 2Q: 3 clusters Score -5260722 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -5261549.000000 Penalty: 5314.240723
	Iteration 3Q: 3 clusters Score -5261549 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5262564.500000 Penalty: 5314.240723
	Iteration 4Q: 3 clusters Score -5262564 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -5263934.000000 Penalty: 5314.240723
	Iteration 5F: 3 clusters Score -5263934 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5265655.500000 Penalty: 5314.240723
	Iteration 6F: 3 clusters Score -5265656 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -5267826.500000 Penalty: 5314.240723
	Iteration 7F: 3 clusters Score -5267826 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -5270121.500000 Penalty: 5314.240723
	Iteration 8F: 3 clusters Score -5270122 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -5272228.500000 Penalty: 5314.240723
	Iteration 9F: 3 clusters Score -5272228 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5273948.000000 Penalty: 5314.240723
	Iteration 10Q: 3 clusters Score -5273948 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5275013.500000 Penalty: 5314.240723
	Iteration 11Q: 3 clusters Score -5275014 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5275602.500000 Penalty: 5314.240723
	Iteration 12Q: 3 clusters Score -5275602 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5275912.000000 Penalty: 5314.240723
	Iteration 13Q: 3 clusters Score -5275912 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5276074.500000 Penalty: 5314.240723
	Iteration 14Q: 3 clusters Score -5276074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5276154.500000 Penalty: 5314.240723
	Iteration 15Q: 3 clusters Score -5276154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5276200.500000 Penalty: 5314.240723
	Iteration 16Q: 3 clusters Score -5276200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5276206.500000 Penalty: 5314.240723
	Iteration 17Q: 3 clusters Score -5276206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5276216.000000 Penalty: 5314.240723
	Iteration 18Q: 3 clusters Score -5276216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5276231.500000 Penalty: 5314.240723
	Iteration 19Q: 3 clusters Score -5276232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5276240.000000 Penalty: 5314.240723
	Iteration 20F: 3 clusters Score -5276240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5276237.500000 Penalty: 5314.240723
	Iteration 21Q: 3 clusters Score -5276238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5276241.000000 Penalty: 5314.240723
	Iteration 22Q: 3 clusters Score -5276241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5276247.500000 Penalty: 5314.240723
	Iteration 23Q: 3 clusters Score -5276248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5276247.500000 Penalty: 5314.240723
	Iteration 24Q: 3 clusters Score -5276248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5276250.000000 Penalty: 5314.240723
	Iteration 25Q: 3 clusters Score -5276250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5276251.000000 Penalty: 5314.240723
	Iteration 26Q: 3 clusters Score -5276251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5276252.000000 Penalty: 5314.240723
	Iteration 27Q: 3 clusters Score -5276252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5276254.500000 Penalty: 5314.240723
	Iteration 28Q: 3 clusters Score -5276254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5276254.500000 Penalty: 5314.240723
	Iteration 29F: 3 clusters Score -5276254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (196366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196366 members 
Entering Unmasked Estep 
Score: -22820756.000000 Penalty: 3022.558350
	Iteration 0F: 2 clusters Score -2.282076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -22693264.000000 Penalty: 6045.116699
	Iteration 0F: 3 clusters Score -2.269326e+07 nChanged 94296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 97240 members 
Entering Unmasked Estep 
Score: -22748578.000000 Penalty: 6045.116699
	Iteration 1F: 3 clusters Score -2.274858e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99900 members 
Mstep: Class 2 contains 96466 members 
Entering Unmasked Estep 
Score: -22749688.000000 Penalty: 6045.116699
	Iteration 2Q: 3 clusters Score -2.274969e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101083 members 
Mstep: Class 2 contains 95283 members 
Entering Unmasked Estep 
Score: -22751040.000000 Penalty: 6045.116699
	Iteration 3Q: 3 clusters Score -2.275104e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
Score: -22752896.000000 Penalty: 6045.116699
	Iteration 4Q: 3 clusters Score -2.27529e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106187 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -22756366.000000 Penalty: 6045.116699
	Iteration 5Q: 3 clusters Score -2.275637e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110954 members 
Mstep: Class 2 contains 85412 members 
Entering Unmasked Estep 
Score: -22761802.000000 Penalty: 6045.116699
	Iteration 6F: 3 clusters Score -2.27618e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117847 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -22769674.000000 Penalty: 6045.116699
	Iteration 7F: 3 clusters Score -2.276967e+07 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126725 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -22779036.000000 Penalty: 6045.116699
	Iteration 8F: 3 clusters Score -2.277904e+07 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 60477 members 
Entering Unmasked Estep 
Score: -22787870.000000 Penalty: 6045.116699
	Iteration 9F: 3 clusters Score -2.278787e+07 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144138 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -22795192.000000 Penalty: 6045.116699
	Iteration 10F: 3 clusters Score -2.279519e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -22801742.000000 Penalty: 6045.116699
	Iteration 11Q: 3 clusters Score -2.280174e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156677 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -22807074.000000 Penalty: 6045.116699
	Iteration 12Q: 3 clusters Score -2.280707e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160945 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -22810832.000000 Penalty: 6045.116699
	Iteration 13Q: 3 clusters Score -2.281083e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164578 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -22812818.000000 Penalty: 6045.116699
	Iteration 14Q: 3 clusters Score -2.281282e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167621 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -22814008.000000 Penalty: 6045.116699
	Iteration 15Q: 3 clusters Score -2.281401e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -22814896.000000 Penalty: 6045.116699
	Iteration 16Q: 3 clusters Score -2.28149e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -22815720.000000 Penalty: 6045.116699
	Iteration 17Q: 3 clusters Score -2.281572e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175003 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -22816354.000000 Penalty: 6045.116699
	Iteration 18Q: 3 clusters Score -2.281635e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176994 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -22816824.000000 Penalty: 6045.116699
	Iteration 19Q: 3 clusters Score -2.281682e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -22817334.000000 Penalty: 6045.116699
	Iteration 20F: 3 clusters Score -2.281733e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -22817882.000000 Penalty: 6045.116699
	Iteration 21Q: 3 clusters Score -2.281788e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -22818246.000000 Penalty: 6045.116699
	Iteration 22Q: 3 clusters Score -2.281825e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -22818676.000000 Penalty: 6045.116699
	Iteration 23Q: 3 clusters Score -2.281868e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184384 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -22818980.000000 Penalty: 6045.116699
	Iteration 24Q: 3 clusters Score -2.281898e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185332 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -22819094.000000 Penalty: 6045.116699
	Iteration 25Q: 3 clusters Score -2.281909e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186138 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -22819286.000000 Penalty: 6045.116699
	Iteration 26Q: 3 clusters Score -2.281929e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186848 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -22819334.000000 Penalty: 6045.116699
	Iteration 27Q: 3 clusters Score -2.281933e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187433 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -22819474.000000 Penalty: 6045.116699
	Iteration 28Q: 3 clusters Score -2.281947e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187890 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -22819590.000000 Penalty: 6045.116699
	Iteration 29Q: 3 clusters Score -2.281959e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188282 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -22819662.000000 Penalty: 6045.116699
	Iteration 30Q: 3 clusters Score -2.281966e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188616 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -22819680.000000 Penalty: 6045.116699
	Iteration 31Q: 3 clusters Score -2.281968e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188931 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -22819732.000000 Penalty: 6045.116699
	Iteration 32Q: 3 clusters Score -2.281973e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189168 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -22819760.000000 Penalty: 6045.116699
	Iteration 33Q: 3 clusters Score -2.281976e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -22819808.000000 Penalty: 6045.116699
	Iteration 34Q: 3 clusters Score -2.281981e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189525 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -22819842.000000 Penalty: 6045.116699
	Iteration 35Q: 3 clusters Score -2.281984e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189652 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -22819864.000000 Penalty: 6045.116699
	Iteration 36Q: 3 clusters Score -2.281986e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189732 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -22819888.000000 Penalty: 6045.116699
	Iteration 37Q: 3 clusters Score -2.281989e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189795 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -22819880.000000 Penalty: 6045.116699
	Iteration 38Q: 3 clusters Score -2.281988e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189856 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -22819874.000000 Penalty: 6045.116699
	Iteration 39Q: 3 clusters Score -2.281987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189891 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -22819890.000000 Penalty: 6045.116699
	Iteration 40F: 3 clusters Score -2.281989e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189915 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -22819902.000000 Penalty: 6045.116699
	Iteration 41Q: 3 clusters Score -2.28199e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189932 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -22819906.000000 Penalty: 6045.116699
	Iteration 42Q: 3 clusters Score -2.281991e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189951 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -22819914.000000 Penalty: 6045.116699
	Iteration 43Q: 3 clusters Score -2.281991e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189967 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -22819892.000000 Penalty: 6045.116699
	Iteration 44Q: 3 clusters Score -2.281989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189992 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -22819920.000000 Penalty: 6045.116699
	Iteration 45Q: 3 clusters Score -2.281992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190009 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -22819910.000000 Penalty: 6045.116699
	Iteration 46Q: 3 clusters Score -2.281991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190016 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -22819934.000000 Penalty: 6045.116699
	Iteration 47Q: 3 clusters Score -2.281993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190025 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -22819922.000000 Penalty: 6045.116699
	Iteration 48Q: 3 clusters Score -2.281992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190039 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -22819904.000000 Penalty: 6045.116699
	Iteration 49Q: 3 clusters Score -2.28199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190049 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -22819882.000000 Penalty: 6045.116699
	Iteration 50Q: 3 clusters Score -2.281988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190057 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -22819894.000000 Penalty: 6045.116699
	Iteration 51Q: 3 clusters Score -2.281989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190064 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -22819900.000000 Penalty: 6045.116699
	Iteration 52Q: 3 clusters Score -2.28199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190068 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -22819908.000000 Penalty: 6045.116699
	Iteration 53Q: 3 clusters Score -2.281991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190074 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -22819912.000000 Penalty: 6045.116699
	Iteration 54Q: 3 clusters Score -2.281991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190085 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -22819894.000000 Penalty: 6045.116699
	Iteration 55Q: 3 clusters Score -2.281989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190093 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -22819912.000000 Penalty: 6045.116699
	Iteration 56Q: 3 clusters Score -2.281991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190101 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -22819898.000000 Penalty: 6045.116699
	Iteration 57Q: 3 clusters Score -2.28199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190108 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -22819910.000000 Penalty: 6045.116699
	Iteration 58Q: 3 clusters Score -2.281991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190117 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -22819906.000000 Penalty: 6045.116699
	Iteration 59Q: 3 clusters Score -2.281991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190125 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -22819906.000000 Penalty: 6045.116699
	Iteration 60F: 3 clusters Score -2.281991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190132 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -22819904.000000 Penalty: 6045.116699
	Iteration 61Q: 3 clusters Score -2.28199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190136 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -22819910.000000 Penalty: 6045.116699
	Iteration 62Q: 3 clusters Score -2.281991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190141 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -22819924.000000 Penalty: 6045.116699
	Iteration 63Q: 3 clusters Score -2.281992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190142 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -22819912.000000 Penalty: 6045.116699
	Iteration 64Q: 3 clusters Score -2.281991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190144 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -22819908.000000 Penalty: 6045.116699
	Iteration 65Q: 3 clusters Score -2.281991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190145 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -22819904.000000 Penalty: 6045.116699
	Iteration 66Q: 3 clusters Score -2.28199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190146 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -22819902.000000 Penalty: 6045.116699
	Iteration 67Q: 3 clusters Score -2.28199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190146 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -22819910.000000 Penalty: 6045.116699
	Iteration 68Q: 3 clusters Score -2.281991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190148 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -22819914.000000 Penalty: 6045.116699
	Iteration 69Q: 3 clusters Score -2.281991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190150 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -22819908.000000 Penalty: 6045.116699
	Iteration 70Q: 3 clusters Score -2.281991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190150 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -22819908.000000 Penalty: 6045.116699
	Iteration 71F: 3 clusters Score -2.281991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Entering Unmasked Estep 
Score: -1224634.500000 Penalty: 2309.665527
	Iteration 0F: 2 clusters Score -1224634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1216247.875000 Penalty: 4619.331055
	Iteration 0F: 3 clusters Score -1216248 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1218867.250000 Penalty: 4619.331055
	Iteration 1F: 3 clusters Score -1218867 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1219253.500000 Penalty: 4619.331055
	Iteration 2F: 3 clusters Score -1219254 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1219543.375000 Penalty: 4619.331055
	Iteration 3F: 3 clusters Score -1219543 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1219777.875000 Penalty: 4619.331055
	Iteration 4Q: 3 clusters Score -1219778 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1219978.500000 Penalty: 4619.331055
	Iteration 5Q: 3 clusters Score -1219978 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1220177.625000 Penalty: 4619.331055
	Iteration 6Q: 3 clusters Score -1220178 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1220360.000000 Penalty: 4619.331055
	Iteration 7Q: 3 clusters Score -1220360 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1220563.625000 Penalty: 4619.331055
	Iteration 8Q: 3 clusters Score -1220564 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1220768.625000 Penalty: 4619.331055
	Iteration 9Q: 3 clusters Score -1220769 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1220977.250000 Penalty: 4619.331055
	Iteration 10Q: 3 clusters Score -1220977 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1221193.500000 Penalty: 4619.331055
	Iteration 11Q: 3 clusters Score -1221194 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1221377.875000 Penalty: 4619.331055
	Iteration 12Q: 3 clusters Score -1221378 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1221546.750000 Penalty: 4619.331055
	Iteration 13Q: 3 clusters Score -1221547 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1221679.875000 Penalty: 4619.331055
	Iteration 14Q: 3 clusters Score -1221680 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1221804.250000 Penalty: 4619.331055
	Iteration 15Q: 3 clusters Score -1221804 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1221908.375000 Penalty: 4619.331055
	Iteration 16Q: 3 clusters Score -1221908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1222000.875000 Penalty: 4619.331055
	Iteration 17Q: 3 clusters Score -1222001 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1222098.500000 Penalty: 4619.331055
	Iteration 18Q: 3 clusters Score -1222098 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1222185.875000 Penalty: 4619.331055
	Iteration 19Q: 3 clusters Score -1222186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1222266.750000 Penalty: 4619.331055
	Iteration 20F: 3 clusters Score -1222267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1222329.125000 Penalty: 4619.331055
	Iteration 21Q: 3 clusters Score -1222329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1222386.625000 Penalty: 4619.331055
	Iteration 22Q: 3 clusters Score -1222387 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1222430.250000 Penalty: 4619.331055
	Iteration 23Q: 3 clusters Score -1222430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1222475.875000 Penalty: 4619.331055
	Iteration 24Q: 3 clusters Score -1222476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1222515.000000 Penalty: 4619.331055
	Iteration 25Q: 3 clusters Score -1222515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1222551.375000 Penalty: 4619.331055
	Iteration 26Q: 3 clusters Score -1222551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1222580.250000 Penalty: 4619.331055
	Iteration 27Q: 3 clusters Score -1222580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1222610.000000 Penalty: 4619.331055
	Iteration 28Q: 3 clusters Score -1222610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1222631.875000 Penalty: 4619.331055
	Iteration 29Q: 3 clusters Score -1222632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1222646.625000 Penalty: 4619.331055
	Iteration 30Q: 3 clusters Score -1222647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1222665.250000 Penalty: 4619.331055
	Iteration 31Q: 3 clusters Score -1222665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1222678.250000 Penalty: 4619.331055
	Iteration 32Q: 3 clusters Score -1222678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1222681.750000 Penalty: 4619.331055
	Iteration 33Q: 3 clusters Score -1222682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1222689.125000 Penalty: 4619.331055
	Iteration 34Q: 3 clusters Score -1222689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1222692.875000 Penalty: 4619.331055
	Iteration 35Q: 3 clusters Score -1222693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1222696.625000 Penalty: 4619.331055
	Iteration 36Q: 3 clusters Score -1222697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1222702.500000 Penalty: 4619.331055
	Iteration 37Q: 3 clusters Score -1222702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1222704.250000 Penalty: 4619.331055
	Iteration 38Q: 3 clusters Score -1222704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1222708.375000 Penalty: 4619.331055
	Iteration 39Q: 3 clusters Score -1222708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1222716.875000 Penalty: 4619.331055
	Iteration 40F: 3 clusters Score -1222717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1222720.125000 Penalty: 4619.331055
	Iteration 41Q: 3 clusters Score -1222720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1222725.375000 Penalty: 4619.331055
	Iteration 42Q: 3 clusters Score -1222725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1222731.375000 Penalty: 4619.331055
	Iteration 43Q: 3 clusters Score -1222731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1222737.000000 Penalty: 4619.331055
	Iteration 44Q: 3 clusters Score -1222737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1222746.625000 Penalty: 4619.331055
	Iteration 45Q: 3 clusters Score -1222747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1222752.250000 Penalty: 4619.331055
	Iteration 46Q: 3 clusters Score -1222752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1222753.625000 Penalty: 4619.331055
	Iteration 47Q: 3 clusters Score -1222754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1222756.750000 Penalty: 4619.331055
	Iteration 48Q: 3 clusters Score -1222757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1222758.125000 Penalty: 4619.331055
	Iteration 49Q: 3 clusters Score -1222758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1222760.125000 Penalty: 4619.331055
	Iteration 50Q: 3 clusters Score -1222760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1222765.500000 Penalty: 4619.331055
	Iteration 51Q: 3 clusters Score -1222766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1222764.875000 Penalty: 4619.331055
	Iteration 52Q: 3 clusters Score -1222765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1222768.750000 Penalty: 4619.331055
	Iteration 53Q: 3 clusters Score -1222769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1222769.625000 Penalty: 4619.331055
	Iteration 54Q: 3 clusters Score -1222770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1222770.750000 Penalty: 4619.331055
	Iteration 55Q: 3 clusters Score -1222771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1222773.500000 Penalty: 4619.331055
	Iteration 56Q: 3 clusters Score -1222774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1222773.250000 Penalty: 4619.331055
	Iteration 57Q: 3 clusters Score -1222773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1222775.125000 Penalty: 4619.331055
	Iteration 58Q: 3 clusters Score -1222775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1222775.250000 Penalty: 4619.331055
	Iteration 59Q: 3 clusters Score -1222775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1222775.250000 Penalty: 4619.331055
	Iteration 60F: 3 clusters Score -1222775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Entering Unmasked Estep 
Score: -3707364.000000 Penalty: 2577.954346
	Iteration 0F: 2 clusters Score -3707364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3685099.500000 Penalty: 5155.908691
	Iteration 0F: 3 clusters Score -3685100 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3693184.000000 Penalty: 5155.908691
	Iteration 1F: 3 clusters Score -3693184 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3693963.250000 Penalty: 5155.908691
	Iteration 2F: 3 clusters Score -3693963 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3694840.750000 Penalty: 5155.908691
	Iteration 3F: 3 clusters Score -3694841 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3696014.250000 Penalty: 5155.908691
	Iteration 4F: 3 clusters Score -3696014 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -3697419.000000 Penalty: 5155.908691
	Iteration 5F: 3 clusters Score -3697419 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3699068.000000 Penalty: 5155.908691
	Iteration 6F: 3 clusters Score -3699068 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3700650.500000 Penalty: 5155.908691
	Iteration 7F: 3 clusters Score -3700650 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3701927.500000 Penalty: 5155.908691
	Iteration 8F: 3 clusters Score -3701928 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3702811.750000 Penalty: 5155.908691
	Iteration 9Q: 3 clusters Score -3702812 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3703426.000000 Penalty: 5155.908691
	Iteration 10Q: 3 clusters Score -3703426 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3703741.750000 Penalty: 5155.908691
	Iteration 11Q: 3 clusters Score -3703742 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3703941.250000 Penalty: 5155.908691
	Iteration 12Q: 3 clusters Score -3703941 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3704112.750000 Penalty: 5155.908691
	Iteration 13Q: 3 clusters Score -3704113 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3704208.750000 Penalty: 5155.908691
	Iteration 14Q: 3 clusters Score -3704209 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -3704298.000000 Penalty: 5155.908691
	Iteration 15Q: 3 clusters Score -3704298 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3704364.500000 Penalty: 5155.908691
	Iteration 16Q: 3 clusters Score -3704364 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3704430.500000 Penalty: 5155.908691
	Iteration 17Q: 3 clusters Score -3704430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3704482.250000 Penalty: 5155.908691
	Iteration 18Q: 3 clusters Score -3704482 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3704516.000000 Penalty: 5155.908691
	Iteration 19Q: 3 clusters Score -3704516 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3704551.000000 Penalty: 5155.908691
	Iteration 20F: 3 clusters Score -3704551 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3704582.750000 Penalty: 5155.908691
	Iteration 21Q: 3 clusters Score -3704583 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3704627.500000 Penalty: 5155.908691
	Iteration 22Q: 3 clusters Score -3704628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3704676.500000 Penalty: 5155.908691
	Iteration 23Q: 3 clusters Score -3704676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3704713.750000 Penalty: 5155.908691
	Iteration 24Q: 3 clusters Score -3704714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3704740.500000 Penalty: 5155.908691
	Iteration 25Q: 3 clusters Score -3704740 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -3704783.500000 Penalty: 5155.908691
	Iteration 26Q: 3 clusters Score -3704784 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3704831.750000 Penalty: 5155.908691
	Iteration 27Q: 3 clusters Score -3704832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3704885.750000 Penalty: 5155.908691
	Iteration 28Q: 3 clusters Score -3704886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3704940.250000 Penalty: 5155.908691
	Iteration 29Q: 3 clusters Score -3704940 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3705027.500000 Penalty: 5155.908691
	Iteration 30Q: 3 clusters Score -3705028 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3705161.250000 Penalty: 5155.908691
	Iteration 31Q: 3 clusters Score -3705161 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3705228.750000 Penalty: 5155.908691
	Iteration 32Q: 3 clusters Score -3705229 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3705284.750000 Penalty: 5155.908691
	Iteration 33Q: 3 clusters Score -3705285 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -3705330.500000 Penalty: 5155.908691
	Iteration 34Q: 3 clusters Score -3705330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3705358.750000 Penalty: 5155.908691
	Iteration 35Q: 3 clusters Score -3705359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -3705388.250000 Penalty: 5155.908691
	Iteration 36Q: 3 clusters Score -3705388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3705402.750000 Penalty: 5155.908691
	Iteration 37Q: 3 clusters Score -3705403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3705429.750000 Penalty: 5155.908691
	Iteration 38Q: 3 clusters Score -3705430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3705432.750000 Penalty: 5155.908691
	Iteration 39Q: 3 clusters Score -3705433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -3705447.250000 Penalty: 5155.908691
	Iteration 40F: 3 clusters Score -3705447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3705463.500000 Penalty: 5155.908691
	Iteration 41Q: 3 clusters Score -3705464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -3705469.500000 Penalty: 5155.908691
	Iteration 42Q: 3 clusters Score -3705470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3705470.250000 Penalty: 5155.908691
	Iteration 43Q: 3 clusters Score -3705470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3705477.250000 Penalty: 5155.908691
	Iteration 44Q: 3 clusters Score -3705477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -3705470.750000 Penalty: 5155.908691
	Iteration 45Q: 3 clusters Score -3705471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -3705489.500000 Penalty: 5155.908691
	Iteration 46Q: 3 clusters Score -3705490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3705493.750000 Penalty: 5155.908691
	Iteration 47Q: 3 clusters Score -3705494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3705505.750000 Penalty: 5155.908691
	Iteration 48Q: 3 clusters Score -3705506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3705509.500000 Penalty: 5155.908691
	Iteration 49Q: 3 clusters Score -3705510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3705518.250000 Penalty: 5155.908691
	Iteration 50Q: 3 clusters Score -3705518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -3705521.250000 Penalty: 5155.908691
	Iteration 51Q: 3 clusters Score -3705521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -3705525.750000 Penalty: 5155.908691
	Iteration 52Q: 3 clusters Score -3705526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3705530.000000 Penalty: 5155.908691
	Iteration 53Q: 3 clusters Score -3705530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -3705527.000000 Penalty: 5155.908691
	Iteration 54Q: 3 clusters Score -3705527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3705532.750000 Penalty: 5155.908691
	Iteration 55Q: 3 clusters Score -3705533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3705533.000000 Penalty: 5155.908691
	Iteration 56Q: 3 clusters Score -3705533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3705546.750000 Penalty: 5155.908691
	Iteration 57Q: 3 clusters Score -3705547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3705538.250000 Penalty: 5155.908691
	Iteration 58Q: 3 clusters Score -3705538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -3705546.000000 Penalty: 5155.908691
	Iteration 59Q: 3 clusters Score -3705546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -3705554.500000 Penalty: 5155.908691
	Iteration 60F: 3 clusters Score -3705554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3705561.500000 Penalty: 5155.908691
	Iteration 61Q: 3 clusters Score -3705562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3705556.250000 Penalty: 5155.908691
	Iteration 62Q: 3 clusters Score -3705556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3705556.750000 Penalty: 5155.908691
	Iteration 63Q: 3 clusters Score -3705557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3705558.250000 Penalty: 5155.908691
	Iteration 64Q: 3 clusters Score -3705558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3705575.750000 Penalty: 5155.908691
	Iteration 65Q: 3 clusters Score -3705576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -3705585.250000 Penalty: 5155.908691
	Iteration 66Q: 3 clusters Score -3705585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -3705592.250000 Penalty: 5155.908691
	Iteration 67Q: 3 clusters Score -3705592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3705593.250000 Penalty: 5155.908691
	Iteration 68Q: 3 clusters Score -3705593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3705598.750000 Penalty: 5155.908691
	Iteration 69Q: 3 clusters Score -3705599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3705602.000000 Penalty: 5155.908691
	Iteration 70Q: 3 clusters Score -3705602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3705615.000000 Penalty: 5155.908691
	Iteration 71Q: 3 clusters Score -3705615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3705623.000000 Penalty: 5155.908691
	Iteration 72Q: 3 clusters Score -3705623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3705628.000000 Penalty: 5155.908691
	Iteration 73Q: 3 clusters Score -3705628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -3705637.000000 Penalty: 5155.908691
	Iteration 74Q: 3 clusters Score -3705637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3705643.250000 Penalty: 5155.908691
	Iteration 75Q: 3 clusters Score -3705643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3705636.750000 Penalty: 5155.908691
	Iteration 76Q: 3 clusters Score -3705637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3705637.500000 Penalty: 5155.908691
	Iteration 77Q: 3 clusters Score -3705638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3705649.750000 Penalty: 5155.908691
	Iteration 78Q: 3 clusters Score -3705650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3705654.000000 Penalty: 5155.908691
	Iteration 79Q: 3 clusters Score -3705654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -3705656.250000 Penalty: 5155.908691
	Iteration 80F: 3 clusters Score -3705656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3705657.500000 Penalty: 5155.908691
	Iteration 81Q: 3 clusters Score -3705658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -3705656.250000 Penalty: 5155.908691
	Iteration 82Q: 3 clusters Score -3705656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3705675.750000 Penalty: 5155.908691
	Iteration 83Q: 3 clusters Score -3705676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -3705669.750000 Penalty: 5155.908691
	Iteration 84Q: 3 clusters Score -3705670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3705676.000000 Penalty: 5155.908691
	Iteration 85Q: 3 clusters Score -3705676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3705687.000000 Penalty: 5155.908691
	Iteration 86Q: 3 clusters Score -3705687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -3705696.000000 Penalty: 5155.908691
	Iteration 87Q: 3 clusters Score -3705696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -3705697.250000 Penalty: 5155.908691
	Iteration 88Q: 3 clusters Score -3705697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3705709.750000 Penalty: 5155.908691
	Iteration 89Q: 3 clusters Score -3705710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3705712.750000 Penalty: 5155.908691
	Iteration 90Q: 3 clusters Score -3705713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3705711.750000 Penalty: 5155.908691
	Iteration 91Q: 3 clusters Score -3705712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -3705712.250000 Penalty: 5155.908691
	Iteration 92Q: 3 clusters Score -3705712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3705712.750000 Penalty: 5155.908691
	Iteration 93Q: 3 clusters Score -3705713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3705718.500000 Penalty: 5155.908691
	Iteration 94Q: 3 clusters Score -3705718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3705717.500000 Penalty: 5155.908691
	Iteration 95Q: 3 clusters Score -3705718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3705718.750000 Penalty: 5155.908691
	Iteration 96Q: 3 clusters Score -3705719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3705718.750000 Penalty: 5155.908691
	Iteration 97F: 3 clusters Score -3705719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Entering Unmasked Estep 
Score: -12241398.000000 Penalty: 2872.044922
	Iteration 0F: 2 clusters Score -1.22414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -12169791.000000 Penalty: 5744.089844
	Iteration 0F: 3 clusters Score -1.216979e+07 nChanged 50862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -12198962.000000 Penalty: 5744.089844
	Iteration 1F: 3 clusters Score -1.219896e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -12199663.000000 Penalty: 5744.089844
	Iteration 2Q: 3 clusters Score -1.219966e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -12200408.000000 Penalty: 5744.089844
	Iteration 3Q: 3 clusters Score -1.220041e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -12201310.000000 Penalty: 5744.089844
	Iteration 4Q: 3 clusters Score -1.220131e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -12202383.000000 Penalty: 5744.089844
	Iteration 5Q: 3 clusters Score -1.220238e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63994 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -12204131.000000 Penalty: 5744.089844
	Iteration 6Q: 3 clusters Score -1.220413e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -12207037.000000 Penalty: 5744.089844
	Iteration 7F: 3 clusters Score -1.220704e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -12211436.000000 Penalty: 5744.089844
	Iteration 8F: 3 clusters Score -1.221144e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -12217676.000000 Penalty: 5744.089844
	Iteration 9F: 3 clusters Score -1.221768e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -12224933.000000 Penalty: 5744.089844
	Iteration 10F: 3 clusters Score -1.222493e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98607 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -12231495.000000 Penalty: 5744.089844
	Iteration 11F: 3 clusters Score -1.22315e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103097 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -12235807.000000 Penalty: 5744.089844
	Iteration 12Q: 3 clusters Score -1.223581e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12237719.000000 Penalty: 5744.089844
	Iteration 13Q: 3 clusters Score -1.223772e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12238425.000000 Penalty: 5744.089844
	Iteration 14Q: 3 clusters Score -1.223842e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -12238709.000000 Penalty: 5744.089844
	Iteration 15Q: 3 clusters Score -1.223871e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12238852.000000 Penalty: 5744.089844
	Iteration 16Q: 3 clusters Score -1.223885e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12238935.000000 Penalty: 5744.089844
	Iteration 17Q: 3 clusters Score -1.223894e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -12238978.000000 Penalty: 5744.089844
	Iteration 18Q: 3 clusters Score -1.223898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106651 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12239006.000000 Penalty: 5744.089844
	Iteration 19Q: 3 clusters Score -1.223901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12239016.000000 Penalty: 5744.089844
	Iteration 20F: 3 clusters Score -1.223902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106667 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12239037.000000 Penalty: 5744.089844
	Iteration 21Q: 3 clusters Score -1.223904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -12239050.000000 Penalty: 5744.089844
	Iteration 22Q: 3 clusters Score -1.223905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106676 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12239057.000000 Penalty: 5744.089844
	Iteration 23Q: 3 clusters Score -1.223906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12239059.000000 Penalty: 5744.089844
	Iteration 24Q: 3 clusters Score -1.223906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12239064.000000 Penalty: 5744.089844
	Iteration 25Q: 3 clusters Score -1.223906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12239066.000000 Penalty: 5744.089844
	Iteration 26Q: 3 clusters Score -1.223907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12239066.000000 Penalty: 5744.089844
	Iteration 27F: 3 clusters Score -1.223907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Entering Unmasked Estep 
Score: -3363503.750000 Penalty: 2541.266357
	Iteration 0F: 2 clusters Score -3363504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3344025.250000 Penalty: 5082.532715
	Iteration 0F: 3 clusters Score -3344025 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3350906.250000 Penalty: 5082.532715
	Iteration 1F: 3 clusters Score -3350906 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3351433.750000 Penalty: 5082.532715
	Iteration 2F: 3 clusters Score -3351434 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3351927.250000 Penalty: 5082.532715
	Iteration 3Q: 3 clusters Score -3351927 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3352527.500000 Penalty: 5082.532715
	Iteration 4Q: 3 clusters Score -3352528 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3353419.750000 Penalty: 5082.532715
	Iteration 5F: 3 clusters Score -3353420 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3354712.000000 Penalty: 5082.532715
	Iteration 6F: 3 clusters Score -3354712 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -3356192.750000 Penalty: 5082.532715
	Iteration 7F: 3 clusters Score -3356193 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3357664.250000 Penalty: 5082.532715
	Iteration 8F: 3 clusters Score -3357664 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3358928.250000 Penalty: 5082.532715
	Iteration 9F: 3 clusters Score -3358928 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3359901.000000 Penalty: 5082.532715
	Iteration 10Q: 3 clusters Score -3359901 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3360537.250000 Penalty: 5082.532715
	Iteration 11Q: 3 clusters Score -3360537 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3360955.750000 Penalty: 5082.532715
	Iteration 12Q: 3 clusters Score -3360956 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -3361216.750000 Penalty: 5082.532715
	Iteration 13Q: 3 clusters Score -3361217 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3361377.500000 Penalty: 5082.532715
	Iteration 14Q: 3 clusters Score -3361378 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3361447.500000 Penalty: 5082.532715
	Iteration 15Q: 3 clusters Score -3361448 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3361512.750000 Penalty: 5082.532715
	Iteration 16Q: 3 clusters Score -3361513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3361550.000000 Penalty: 5082.532715
	Iteration 17Q: 3 clusters Score -3361550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3361575.000000 Penalty: 5082.532715
	Iteration 18Q: 3 clusters Score -3361575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3361599.250000 Penalty: 5082.532715
	Iteration 19Q: 3 clusters Score -3361599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3361611.750000 Penalty: 5082.532715
	Iteration 20F: 3 clusters Score -3361612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3361627.250000 Penalty: 5082.532715
	Iteration 21Q: 3 clusters Score -3361627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3361633.750000 Penalty: 5082.532715
	Iteration 22Q: 3 clusters Score -3361634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3361649.000000 Penalty: 5082.532715
	Iteration 23Q: 3 clusters Score -3361649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3361656.000000 Penalty: 5082.532715
	Iteration 24Q: 3 clusters Score -3361656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3361661.500000 Penalty: 5082.532715
	Iteration 25Q: 3 clusters Score -3361662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3361670.000000 Penalty: 5082.532715
	Iteration 26Q: 3 clusters Score -3361670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3361673.250000 Penalty: 5082.532715
	Iteration 27Q: 3 clusters Score -3361673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3361676.500000 Penalty: 5082.532715
	Iteration 28Q: 3 clusters Score -3361676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3361677.750000 Penalty: 5082.532715
	Iteration 29Q: 3 clusters Score -3361678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -3361678.250000 Penalty: 5082.532715
	Iteration 30Q: 3 clusters Score -3361678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -3361676.500000 Penalty: 5082.532715
	Iteration 31Q: 3 clusters Score -3361676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3361680.500000 Penalty: 5082.532715
	Iteration 32Q: 3 clusters Score -3361680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -3361679.000000 Penalty: 5082.532715
	Iteration 33Q: 3 clusters Score -3361679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3361682.250000 Penalty: 5082.532715
	Iteration 34Q: 3 clusters Score -3361682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3361682.250000 Penalty: 5082.532715
	Iteration 35F: 3 clusters Score -3361682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Entering Unmasked Estep 
Score: -2460275.250000 Penalty: 2473.353516
	Iteration 0F: 2 clusters Score -2460275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2445314.750000 Penalty: 4946.707031
	Iteration 0F: 3 clusters Score -2445315 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2450480.000000 Penalty: 4946.707031
	Iteration 1F: 3 clusters Score -2450480 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2451024.750000 Penalty: 4946.707031
	Iteration 2F: 3 clusters Score -2451025 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2451516.500000 Penalty: 4946.707031
	Iteration 3F: 3 clusters Score -2451516 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2452151.750000 Penalty: 4946.707031
	Iteration 4F: 3 clusters Score -2452152 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2452930.000000 Penalty: 4946.707031
	Iteration 5F: 3 clusters Score -2452930 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2453853.500000 Penalty: 4946.707031
	Iteration 6F: 3 clusters Score -2453854 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2454795.500000 Penalty: 4946.707031
	Iteration 7F: 3 clusters Score -2454796 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2455650.500000 Penalty: 4946.707031
	Iteration 8F: 3 clusters Score -2455650 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2456315.250000 Penalty: 4946.707031
	Iteration 9Q: 3 clusters Score -2456315 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2456835.500000 Penalty: 4946.707031
	Iteration 10Q: 3 clusters Score -2456836 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2457238.000000 Penalty: 4946.707031
	Iteration 11Q: 3 clusters Score -2457238 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2457533.250000 Penalty: 4946.707031
	Iteration 12Q: 3 clusters Score -2457533 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2457764.000000 Penalty: 4946.707031
	Iteration 13Q: 3 clusters Score -2457764 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2457915.250000 Penalty: 4946.707031
	Iteration 14Q: 3 clusters Score -2457915 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2457998.500000 Penalty: 4946.707031
	Iteration 15Q: 3 clusters Score -2457998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2458060.500000 Penalty: 4946.707031
	Iteration 16Q: 3 clusters Score -2458060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2458089.750000 Penalty: 4946.707031
	Iteration 17Q: 3 clusters Score -2458090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2458120.500000 Penalty: 4946.707031
	Iteration 18Q: 3 clusters Score -2458120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2458134.500000 Penalty: 4946.707031
	Iteration 19Q: 3 clusters Score -2458134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2458152.000000 Penalty: 4946.707031
	Iteration 20F: 3 clusters Score -2458152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2458156.750000 Penalty: 4946.707031
	Iteration 21Q: 3 clusters Score -2458157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2458160.500000 Penalty: 4946.707031
	Iteration 22Q: 3 clusters Score -2458160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2458162.500000 Penalty: 4946.707031
	Iteration 23Q: 3 clusters Score -2458162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2458168.000000 Penalty: 4946.707031
	Iteration 24Q: 3 clusters Score -2458168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2458167.000000 Penalty: 4946.707031
	Iteration 25Q: 3 clusters Score -2458167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2458174.000000 Penalty: 4946.707031
	Iteration 26Q: 3 clusters Score -2458174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2458174.750000 Penalty: 4946.707031
	Iteration 27Q: 3 clusters Score -2458175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2458177.750000 Penalty: 4946.707031
	Iteration 28Q: 3 clusters Score -2458178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2458182.250000 Penalty: 4946.707031
	Iteration 29Q: 3 clusters Score -2458182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2458181.250000 Penalty: 4946.707031
	Iteration 30Q: 3 clusters Score -2458181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2458183.250000 Penalty: 4946.707031
	Iteration 31Q: 3 clusters Score -2458183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2458183.250000 Penalty: 4946.707031
	Iteration 32F: 3 clusters Score -2458183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Entering Unmasked Estep 
Score: -2471322.500000 Penalty: 2468.471680
	Iteration 0F: 2 clusters Score -2471322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2456642.500000 Penalty: 4936.943359
	Iteration 0F: 3 clusters Score -2456642 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2461995.000000 Penalty: 4936.943359
	Iteration 1F: 3 clusters Score -2461995 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2462896.750000 Penalty: 4936.943359
	Iteration 2F: 3 clusters Score -2462897 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2463981.500000 Penalty: 4936.943359
	Iteration 3F: 3 clusters Score -2463982 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2465260.750000 Penalty: 4936.943359
	Iteration 4F: 3 clusters Score -2465261 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2466452.750000 Penalty: 4936.943359
	Iteration 5F: 3 clusters Score -2466453 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2467476.500000 Penalty: 4936.943359
	Iteration 6F: 3 clusters Score -2467476 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2468207.500000 Penalty: 4936.943359
	Iteration 7Q: 3 clusters Score -2468208 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2468766.750000 Penalty: 4936.943359
	Iteration 8Q: 3 clusters Score -2468767 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2469251.750000 Penalty: 4936.943359
	Iteration 9Q: 3 clusters Score -2469252 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2469656.500000 Penalty: 4936.943359
	Iteration 10Q: 3 clusters Score -2469656 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2469941.500000 Penalty: 4936.943359
	Iteration 11Q: 3 clusters Score -2469942 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2470101.750000 Penalty: 4936.943359
	Iteration 12Q: 3 clusters Score -2470102 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2470212.000000 Penalty: 4936.943359
	Iteration 13Q: 3 clusters Score -2470212 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2470285.250000 Penalty: 4936.943359
	Iteration 14Q: 3 clusters Score -2470285 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2470330.500000 Penalty: 4936.943359
	Iteration 15Q: 3 clusters Score -2470330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2470375.500000 Penalty: 4936.943359
	Iteration 16Q: 3 clusters Score -2470376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2470412.500000 Penalty: 4936.943359
	Iteration 17Q: 3 clusters Score -2470412 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2470439.750000 Penalty: 4936.943359
	Iteration 18Q: 3 clusters Score -2470440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2470457.750000 Penalty: 4936.943359
	Iteration 19Q: 3 clusters Score -2470458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2470480.000000 Penalty: 4936.943359
	Iteration 20F: 3 clusters Score -2470480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2470483.000000 Penalty: 4936.943359
	Iteration 21Q: 3 clusters Score -2470483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2470494.000000 Penalty: 4936.943359
	Iteration 22Q: 3 clusters Score -2470494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2470502.750000 Penalty: 4936.943359
	Iteration 23Q: 3 clusters Score -2470503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2470517.500000 Penalty: 4936.943359
	Iteration 24Q: 3 clusters Score -2470518 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2470518.750000 Penalty: 4936.943359
	Iteration 25Q: 3 clusters Score -2470519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2470527.250000 Penalty: 4936.943359
	Iteration 26Q: 3 clusters Score -2470527 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2470531.250000 Penalty: 4936.943359
	Iteration 27Q: 3 clusters Score -2470531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2470534.250000 Penalty: 4936.943359
	Iteration 28Q: 3 clusters Score -2470534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2470541.250000 Penalty: 4936.943359
	Iteration 29Q: 3 clusters Score -2470541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2470543.250000 Penalty: 4936.943359
	Iteration 30Q: 3 clusters Score -2470543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2470535.250000 Penalty: 4936.943359
	Iteration 31Q: 3 clusters Score -2470535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2470535.750000 Penalty: 4936.943359
	Iteration 32Q: 3 clusters Score -2470536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2470544.750000 Penalty: 4936.943359
	Iteration 33Q: 3 clusters Score -2470545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2470546.250000 Penalty: 4936.943359
	Iteration 34Q: 3 clusters Score -2470546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2470550.750000 Penalty: 4936.943359
	Iteration 35Q: 3 clusters Score -2470551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2470551.750000 Penalty: 4936.943359
	Iteration 36Q: 3 clusters Score -2470552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2470551.750000 Penalty: 4936.943359
	Iteration 37Q: 3 clusters Score -2470552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2470558.750000 Penalty: 4936.943359
	Iteration 38Q: 3 clusters Score -2470559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2470560.000000 Penalty: 4936.943359
	Iteration 39Q: 3 clusters Score -2470560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2470554.000000 Penalty: 4936.943359
	Iteration 40F: 3 clusters Score -2470554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2470551.750000 Penalty: 4936.943359
	Iteration 41Q: 3 clusters Score -2470552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2470550.750000 Penalty: 4936.943359
	Iteration 42Q: 3 clusters Score -2470551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2470554.000000 Penalty: 4936.943359
	Iteration 43Q: 3 clusters Score -2470554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2470552.250000 Penalty: 4936.943359
	Iteration 44Q: 3 clusters Score -2470552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2470554.750000 Penalty: 4936.943359
	Iteration 45Q: 3 clusters Score -2470555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2470555.250000 Penalty: 4936.943359
	Iteration 46Q: 3 clusters Score -2470555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2470556.750000 Penalty: 4936.943359
	Iteration 47Q: 3 clusters Score -2470557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2470557.000000 Penalty: 4936.943359
	Iteration 48Q: 3 clusters Score -2470557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -2470557.000000 Penalty: 4936.943359
	Iteration 49F: 3 clusters Score -2470557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -37641.253906 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -37641.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36310.398438 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -36310.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36628.542969 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -36628.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36893.273438 Penalty: 2987.629883
	Iteration 2F: 3 clusters Score -36893.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37033.250000 Penalty: 2987.629883
	Iteration 3F: 3 clusters Score -37033.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37166.625000 Penalty: 2987.629883
	Iteration 4Q: 3 clusters Score -37166.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37287.527344 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -37287.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37327.382812 Penalty: 2987.629883
	Iteration 6Q: 3 clusters Score -37327.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37368.640625 Penalty: 2987.629883
	Iteration 7Q: 3 clusters Score -37368.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37383.972656 Penalty: 2987.629883
	Iteration 8Q: 3 clusters Score -37383.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37406.937500 Penalty: 2987.629883
	Iteration 9Q: 3 clusters Score -37406.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37414.007812 Penalty: 2987.629883
	Iteration 10Q: 3 clusters Score -37414.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37419.378906 Penalty: 2987.629883
	Iteration 11Q: 3 clusters Score -37419.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37422.164062 Penalty: 2987.629883
	Iteration 12Q: 3 clusters Score -37422.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37422.164062 Penalty: 2987.629883
	Iteration 13F: 3 clusters Score -37422.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Entering Unmasked Estep 
Score: -587589.000000 Penalty: 2139.393311
	Iteration 0F: 2 clusters Score -587589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -582724.937500 Penalty: 4278.786621
	Iteration 0F: 3 clusters Score -582724.9 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -584078.500000 Penalty: 4278.786621
	Iteration 1F: 3 clusters Score -584078.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -584404.000000 Penalty: 4278.786621
	Iteration 2F: 3 clusters Score -584404 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -584622.937500 Penalty: 4278.786621
	Iteration 3F: 3 clusters Score -584622.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -584802.562500 Penalty: 4278.786621
	Iteration 4Q: 3 clusters Score -584802.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -584984.250000 Penalty: 4278.786621
	Iteration 5Q: 3 clusters Score -584984.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -585139.312500 Penalty: 4278.786621
	Iteration 6Q: 3 clusters Score -585139.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -585266.312500 Penalty: 4278.786621
	Iteration 7Q: 3 clusters Score -585266.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -585380.500000 Penalty: 4278.786621
	Iteration 8Q: 3 clusters Score -585380.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -585513.875000 Penalty: 4278.786621
	Iteration 9Q: 3 clusters Score -585513.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -585657.937500 Penalty: 4278.786621
	Iteration 10Q: 3 clusters Score -585657.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -585819.000000 Penalty: 4278.786621
	Iteration 11Q: 3 clusters Score -585819 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -585974.375000 Penalty: 4278.786621
	Iteration 12Q: 3 clusters Score -585974.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -586154.187500 Penalty: 4278.786621
	Iteration 13Q: 3 clusters Score -586154.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -586347.625000 Penalty: 4278.786621
	Iteration 14Q: 3 clusters Score -586347.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -586485.625000 Penalty: 4278.786621
	Iteration 15Q: 3 clusters Score -586485.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -586590.625000 Penalty: 4278.786621
	Iteration 16Q: 3 clusters Score -586590.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -586674.750000 Penalty: 4278.786621
	Iteration 17Q: 3 clusters Score -586674.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -586724.687500 Penalty: 4278.786621
	Iteration 18Q: 3 clusters Score -586724.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -586761.187500 Penalty: 4278.786621
	Iteration 19Q: 3 clusters Score -586761.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -586787.000000 Penalty: 4278.786621
	Iteration 20F: 3 clusters Score -586787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -586828.625000 Penalty: 4278.786621
	Iteration 21Q: 3 clusters Score -586828.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -586885.375000 Penalty: 4278.786621
	Iteration 22Q: 3 clusters Score -586885.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -586951.437500 Penalty: 4278.786621
	Iteration 23Q: 3 clusters Score -586951.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -587007.000000 Penalty: 4278.786621
	Iteration 24Q: 3 clusters Score -587007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -587035.000000 Penalty: 4278.786621
	Iteration 25Q: 3 clusters Score -587035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -587054.312500 Penalty: 4278.786621
	Iteration 26Q: 3 clusters Score -587054.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -587069.687500 Penalty: 4278.786621
	Iteration 27Q: 3 clusters Score -587069.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -587080.750000 Penalty: 4278.786621
	Iteration 28Q: 3 clusters Score -587080.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -587095.687500 Penalty: 4278.786621
	Iteration 29Q: 3 clusters Score -587095.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -587107.187500 Penalty: 4278.786621
	Iteration 30Q: 3 clusters Score -587107.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -587123.562500 Penalty: 4278.786621
	Iteration 31Q: 3 clusters Score -587123.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -587144.812500 Penalty: 4278.786621
	Iteration 32Q: 3 clusters Score -587144.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -587158.000000 Penalty: 4278.786621
	Iteration 33Q: 3 clusters Score -587158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -587171.937500 Penalty: 4278.786621
	Iteration 34Q: 3 clusters Score -587171.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -587180.312500 Penalty: 4278.786621
	Iteration 35Q: 3 clusters Score -587180.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -587190.375000 Penalty: 4278.786621
	Iteration 36Q: 3 clusters Score -587190.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -587196.062500 Penalty: 4278.786621
	Iteration 37Q: 3 clusters Score -587196.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -587198.500000 Penalty: 4278.786621
	Iteration 38Q: 3 clusters Score -587198.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -587201.250000 Penalty: 4278.786621
	Iteration 39Q: 3 clusters Score -587201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -587202.500000 Penalty: 4278.786621
	Iteration 40F: 3 clusters Score -587202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -587203.562500 Penalty: 4278.786621
	Iteration 41Q: 3 clusters Score -587203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -587203.437500 Penalty: 4278.786621
	Iteration 42Q: 3 clusters Score -587203.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -587204.062500 Penalty: 4278.786621
	Iteration 43Q: 3 clusters Score -587204.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -587205.000000 Penalty: 4278.786621
	Iteration 44Q: 3 clusters Score -587205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -587205.312500 Penalty: 4278.786621
	Iteration 45Q: 3 clusters Score -587205.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -587205.312500 Penalty: 4278.786621
	Iteration 46F: 3 clusters Score -587205.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (126288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Entering Unmasked Estep 
Score: -14726225.000000 Penalty: 2913.087646
	Iteration 0F: 2 clusters Score -1.472622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -14641624.000000 Penalty: 5826.175293
	Iteration 0F: 3 clusters Score -1.464162e+07 nChanged 60149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -14676605.000000 Penalty: 5826.175293
	Iteration 1F: 3 clusters Score -1.46766e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65545 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -14677716.000000 Penalty: 5826.175293
	Iteration 2Q: 3 clusters Score -1.467772e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -14679301.000000 Penalty: 5826.175293
	Iteration 3Q: 3 clusters Score -1.46793e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -14681635.000000 Penalty: 5826.175293
	Iteration 4Q: 3 clusters Score -1.468164e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -14684908.000000 Penalty: 5826.175293
	Iteration 5F: 3 clusters Score -1.468491e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -14689448.000000 Penalty: 5826.175293
	Iteration 6F: 3 clusters Score -1.468945e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -14695327.000000 Penalty: 5826.175293
	Iteration 7F: 3 clusters Score -1.469533e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -14701678.000000 Penalty: 5826.175293
	Iteration 8F: 3 clusters Score -1.470168e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -14707422.000000 Penalty: 5826.175293
	Iteration 9F: 3 clusters Score -1.470742e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -14712352.000000 Penalty: 5826.175293
	Iteration 10Q: 3 clusters Score -1.471235e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112238 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -14716009.000000 Penalty: 5826.175293
	Iteration 11Q: 3 clusters Score -1.471601e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115523 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -14718579.000000 Penalty: 5826.175293
	Iteration 12Q: 3 clusters Score -1.471858e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117900 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -14720526.000000 Penalty: 5826.175293
	Iteration 13Q: 3 clusters Score -1.472053e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -14721636.000000 Penalty: 5826.175293
	Iteration 14Q: 3 clusters Score -1.472164e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120689 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -14722417.000000 Penalty: 5826.175293
	Iteration 15Q: 3 clusters Score -1.472242e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -14722960.000000 Penalty: 5826.175293
	Iteration 16Q: 3 clusters Score -1.472296e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122063 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -14723341.000000 Penalty: 5826.175293
	Iteration 17Q: 3 clusters Score -1.472334e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122456 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -14723582.000000 Penalty: 5826.175293
	Iteration 18Q: 3 clusters Score -1.472358e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122797 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -14723814.000000 Penalty: 5826.175293
	Iteration 19Q: 3 clusters Score -1.472381e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123048 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -14723978.000000 Penalty: 5826.175293
	Iteration 20F: 3 clusters Score -1.472398e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123216 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14724041.000000 Penalty: 5826.175293
	Iteration 21Q: 3 clusters Score -1.472404e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123380 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -14724112.000000 Penalty: 5826.175293
	Iteration 22Q: 3 clusters Score -1.472411e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123490 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -14724137.000000 Penalty: 5826.175293
	Iteration 23Q: 3 clusters Score -1.472414e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -14724164.000000 Penalty: 5826.175293
	Iteration 24Q: 3 clusters Score -1.472416e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123679 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14724240.000000 Penalty: 5826.175293
	Iteration 25Q: 3 clusters Score -1.472424e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123763 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -14724297.000000 Penalty: 5826.175293
	Iteration 26Q: 3 clusters Score -1.47243e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123836 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14724315.000000 Penalty: 5826.175293
	Iteration 27Q: 3 clusters Score -1.472432e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123897 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -14724340.000000 Penalty: 5826.175293
	Iteration 28Q: 3 clusters Score -1.472434e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -14724377.000000 Penalty: 5826.175293
	Iteration 29Q: 3 clusters Score -1.472438e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123981 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -14724395.000000 Penalty: 5826.175293
	Iteration 30Q: 3 clusters Score -1.47244e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -14724435.000000 Penalty: 5826.175293
	Iteration 31Q: 3 clusters Score -1.472444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124032 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -14724455.000000 Penalty: 5826.175293
	Iteration 32Q: 3 clusters Score -1.472446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124049 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -14724459.000000 Penalty: 5826.175293
	Iteration 33Q: 3 clusters Score -1.472446e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -14724491.000000 Penalty: 5826.175293
	Iteration 34Q: 3 clusters Score -1.472449e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124091 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -14724498.000000 Penalty: 5826.175293
	Iteration 35Q: 3 clusters Score -1.47245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124110 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -14724540.000000 Penalty: 5826.175293
	Iteration 36Q: 3 clusters Score -1.472454e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124128 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14724569.000000 Penalty: 5826.175293
	Iteration 37Q: 3 clusters Score -1.472457e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124154 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -14724581.000000 Penalty: 5826.175293
	Iteration 38Q: 3 clusters Score -1.472458e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124179 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -14724626.000000 Penalty: 5826.175293
	Iteration 39Q: 3 clusters Score -1.472463e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124198 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -14724654.000000 Penalty: 5826.175293
	Iteration 40F: 3 clusters Score -1.472465e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124203 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -14724665.000000 Penalty: 5826.175293
	Iteration 41Q: 3 clusters Score -1.472466e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124201 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -14724684.000000 Penalty: 5826.175293
	Iteration 42Q: 3 clusters Score -1.472468e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124205 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -14724691.000000 Penalty: 5826.175293
	Iteration 43Q: 3 clusters Score -1.472469e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124210 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -14724700.000000 Penalty: 5826.175293
	Iteration 44Q: 3 clusters Score -1.47247e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -14724726.000000 Penalty: 5826.175293
	Iteration 45Q: 3 clusters Score -1.472473e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124229 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -14724712.000000 Penalty: 5826.175293
	Iteration 46Q: 3 clusters Score -1.472471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124243 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -14724744.000000 Penalty: 5826.175293
	Iteration 47Q: 3 clusters Score -1.472474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124251 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -14724749.000000 Penalty: 5826.175293
	Iteration 48Q: 3 clusters Score -1.472475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124250 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -14724766.000000 Penalty: 5826.175293
	Iteration 49Q: 3 clusters Score -1.472477e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -14724780.000000 Penalty: 5826.175293
	Iteration 50Q: 3 clusters Score -1.472478e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -14724802.000000 Penalty: 5826.175293
	Iteration 51Q: 3 clusters Score -1.47248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -14724799.000000 Penalty: 5826.175293
	Iteration 52Q: 3 clusters Score -1.47248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124257 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -14724808.000000 Penalty: 5826.175293
	Iteration 53Q: 3 clusters Score -1.472481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -14724802.000000 Penalty: 5826.175293
	Iteration 54Q: 3 clusters Score -1.47248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -14724809.000000 Penalty: 5826.175293
	Iteration 55Q: 3 clusters Score -1.472481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -14724824.000000 Penalty: 5826.175293
	Iteration 56Q: 3 clusters Score -1.472482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124255 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -14724825.000000 Penalty: 5826.175293
	Iteration 57Q: 3 clusters Score -1.472482e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124253 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -14724820.000000 Penalty: 5826.175293
	Iteration 58Q: 3 clusters Score -1.472482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -14724811.000000 Penalty: 5826.175293
	Iteration 59Q: 3 clusters Score -1.472481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124252 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -14724811.000000 Penalty: 5826.175293
	Iteration 60F: 3 clusters Score -1.472481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Entering Unmasked Estep 
Score: -1597852.250000 Penalty: 2371.702881
	Iteration 0F: 2 clusters Score -1597852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1587446.125000 Penalty: 4743.405762
	Iteration 0F: 3 clusters Score -1587446 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1590693.000000 Penalty: 4743.405762
	Iteration 1F: 3 clusters Score -1590693 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1591124.375000 Penalty: 4743.405762
	Iteration 2F: 3 clusters Score -1591124 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1591446.250000 Penalty: 4743.405762
	Iteration 3F: 3 clusters Score -1591446 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1591756.500000 Penalty: 4743.405762
	Iteration 4Q: 3 clusters Score -1591756 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1592059.625000 Penalty: 4743.405762
	Iteration 5Q: 3 clusters Score -1592060 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1592381.750000 Penalty: 4743.405762
	Iteration 6Q: 3 clusters Score -1592382 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1592706.000000 Penalty: 4743.405762
	Iteration 7Q: 3 clusters Score -1592706 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1593119.125000 Penalty: 4743.405762
	Iteration 8Q: 3 clusters Score -1593119 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1593577.375000 Penalty: 4743.405762
	Iteration 9Q: 3 clusters Score -1593577 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1594040.625000 Penalty: 4743.405762
	Iteration 10Q: 3 clusters Score -1594041 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1594500.125000 Penalty: 4743.405762
	Iteration 11Q: 3 clusters Score -1594500 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1594884.125000 Penalty: 4743.405762
	Iteration 12Q: 3 clusters Score -1594884 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1595187.500000 Penalty: 4743.405762
	Iteration 13Q: 3 clusters Score -1595188 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1595365.750000 Penalty: 4743.405762
	Iteration 14Q: 3 clusters Score -1595366 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1595510.875000 Penalty: 4743.405762
	Iteration 15Q: 3 clusters Score -1595511 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1595615.000000 Penalty: 4743.405762
	Iteration 16Q: 3 clusters Score -1595615 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1595709.250000 Penalty: 4743.405762
	Iteration 17Q: 3 clusters Score -1595709 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1595814.375000 Penalty: 4743.405762
	Iteration 18Q: 3 clusters Score -1595814 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1595925.250000 Penalty: 4743.405762
	Iteration 19Q: 3 clusters Score -1595925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1596022.875000 Penalty: 4743.405762
	Iteration 20F: 3 clusters Score -1596023 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1596093.500000 Penalty: 4743.405762
	Iteration 21Q: 3 clusters Score -1596094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1596142.750000 Penalty: 4743.405762
	Iteration 22Q: 3 clusters Score -1596143 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1596184.625000 Penalty: 4743.405762
	Iteration 23Q: 3 clusters Score -1596185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1596218.625000 Penalty: 4743.405762
	Iteration 24Q: 3 clusters Score -1596219 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1596249.375000 Penalty: 4743.405762
	Iteration 25Q: 3 clusters Score -1596249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1596268.000000 Penalty: 4743.405762
	Iteration 26Q: 3 clusters Score -1596268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1596279.000000 Penalty: 4743.405762
	Iteration 27Q: 3 clusters Score -1596279 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1596287.875000 Penalty: 4743.405762
	Iteration 28Q: 3 clusters Score -1596288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1596294.500000 Penalty: 4743.405762
	Iteration 29Q: 3 clusters Score -1596294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1596305.125000 Penalty: 4743.405762
	Iteration 30Q: 3 clusters Score -1596305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1596307.625000 Penalty: 4743.405762
	Iteration 31Q: 3 clusters Score -1596308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1596315.500000 Penalty: 4743.405762
	Iteration 32Q: 3 clusters Score -1596316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1596315.625000 Penalty: 4743.405762
	Iteration 33Q: 3 clusters Score -1596316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1596316.500000 Penalty: 4743.405762
	Iteration 34Q: 3 clusters Score -1596316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1596313.750000 Penalty: 4743.405762
	Iteration 35Q: 3 clusters Score -1596314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1596313.750000 Penalty: 4743.405762
	Iteration 36F: 3 clusters Score -1596314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Entering Unmasked Estep 
Score: -2466836.000000 Penalty: 2474.011963
	Iteration 0F: 2 clusters Score -2466836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2451631.750000 Penalty: 4948.023926
	Iteration 0F: 3 clusters Score -2451632 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2456830.500000 Penalty: 4948.023926
	Iteration 1F: 3 clusters Score -2456830 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2457286.250000 Penalty: 4948.023926
	Iteration 2F: 3 clusters Score -2457286 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2457685.750000 Penalty: 4948.023926
	Iteration 3Q: 3 clusters Score -2457686 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2458045.750000 Penalty: 4948.023926
	Iteration 4Q: 3 clusters Score -2458046 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2458386.000000 Penalty: 4948.023926
	Iteration 5Q: 3 clusters Score -2458386 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2458760.250000 Penalty: 4948.023926
	Iteration 6Q: 3 clusters Score -2458760 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2459170.500000 Penalty: 4948.023926
	Iteration 7Q: 3 clusters Score -2459170 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2459596.000000 Penalty: 4948.023926
	Iteration 8Q: 3 clusters Score -2459596 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2460100.500000 Penalty: 4948.023926
	Iteration 9Q: 3 clusters Score -2460100 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2460662.750000 Penalty: 4948.023926
	Iteration 10Q: 3 clusters Score -2460663 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2461291.250000 Penalty: 4948.023926
	Iteration 11Q: 3 clusters Score -2461291 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2461854.500000 Penalty: 4948.023926
	Iteration 12Q: 3 clusters Score -2461854 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -2462357.250000 Penalty: 4948.023926
	Iteration 13Q: 3 clusters Score -2462357 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2462783.500000 Penalty: 4948.023926
	Iteration 14Q: 3 clusters Score -2462784 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2463096.000000 Penalty: 4948.023926
	Iteration 15Q: 3 clusters Score -2463096 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2463290.750000 Penalty: 4948.023926
	Iteration 16Q: 3 clusters Score -2463291 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2463491.250000 Penalty: 4948.023926
	Iteration 17Q: 3 clusters Score -2463491 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2463641.250000 Penalty: 4948.023926
	Iteration 18Q: 3 clusters Score -2463641 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2463772.000000 Penalty: 4948.023926
	Iteration 19Q: 3 clusters Score -2463772 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2463895.500000 Penalty: 4948.023926
	Iteration 20F: 3 clusters Score -2463896 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2463986.500000 Penalty: 4948.023926
	Iteration 21Q: 3 clusters Score -2463986 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2464060.250000 Penalty: 4948.023926
	Iteration 22Q: 3 clusters Score -2464060 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2464118.500000 Penalty: 4948.023926
	Iteration 23Q: 3 clusters Score -2464118 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2464165.500000 Penalty: 4948.023926
	Iteration 24Q: 3 clusters Score -2464166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2464190.750000 Penalty: 4948.023926
	Iteration 25Q: 3 clusters Score -2464191 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2464226.000000 Penalty: 4948.023926
	Iteration 26Q: 3 clusters Score -2464226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2464266.750000 Penalty: 4948.023926
	Iteration 27Q: 3 clusters Score -2464267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2464305.750000 Penalty: 4948.023926
	Iteration 28Q: 3 clusters Score -2464306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2464333.000000 Penalty: 4948.023926
	Iteration 29Q: 3 clusters Score -2464333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2464364.750000 Penalty: 4948.023926
	Iteration 30Q: 3 clusters Score -2464365 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2464382.750000 Penalty: 4948.023926
	Iteration 31Q: 3 clusters Score -2464383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2464401.500000 Penalty: 4948.023926
	Iteration 32Q: 3 clusters Score -2464402 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2464434.750000 Penalty: 4948.023926
	Iteration 33Q: 3 clusters Score -2464435 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2464457.000000 Penalty: 4948.023926
	Iteration 34Q: 3 clusters Score -2464457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2464475.000000 Penalty: 4948.023926
	Iteration 35Q: 3 clusters Score -2464475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2464497.750000 Penalty: 4948.023926
	Iteration 36Q: 3 clusters Score -2464498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2464512.750000 Penalty: 4948.023926
	Iteration 37Q: 3 clusters Score -2464513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2464519.750000 Penalty: 4948.023926
	Iteration 38Q: 3 clusters Score -2464520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2464546.250000 Penalty: 4948.023926
	Iteration 39Q: 3 clusters Score -2464546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2464565.250000 Penalty: 4948.023926
	Iteration 40F: 3 clusters Score -2464565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2464577.750000 Penalty: 4948.023926
	Iteration 41Q: 3 clusters Score -2464578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2464600.000000 Penalty: 4948.023926
	Iteration 42Q: 3 clusters Score -2464600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2464613.500000 Penalty: 4948.023926
	Iteration 43Q: 3 clusters Score -2464614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2464614.000000 Penalty: 4948.023926
	Iteration 44Q: 3 clusters Score -2464614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2464626.750000 Penalty: 4948.023926
	Iteration 45Q: 3 clusters Score -2464627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2464626.500000 Penalty: 4948.023926
	Iteration 46Q: 3 clusters Score -2464626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2464629.500000 Penalty: 4948.023926
	Iteration 47Q: 3 clusters Score -2464630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2464633.250000 Penalty: 4948.023926
	Iteration 48Q: 3 clusters Score -2464633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2464629.000000 Penalty: 4948.023926
	Iteration 49Q: 3 clusters Score -2464629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2464631.750000 Penalty: 4948.023926
	Iteration 50Q: 3 clusters Score -2464632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2464630.250000 Penalty: 4948.023926
	Iteration 51Q: 3 clusters Score -2464630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2464630.500000 Penalty: 4948.023926
	Iteration 52Q: 3 clusters Score -2464630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2464630.500000 Penalty: 4948.023926
	Iteration 53Q: 3 clusters Score -2464630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2464635.000000 Penalty: 4948.023926
	Iteration 54Q: 3 clusters Score -2464635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2464635.250000 Penalty: 4948.023926
	Iteration 55Q: 3 clusters Score -2464635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2464632.500000 Penalty: 4948.023926
	Iteration 56Q: 3 clusters Score -2464632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2464633.500000 Penalty: 4948.023926
	Iteration 57Q: 3 clusters Score -2464634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2464632.000000 Penalty: 4948.023926
	Iteration 58Q: 3 clusters Score -2464632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2464632.750000 Penalty: 4948.023926
	Iteration 59Q: 3 clusters Score -2464633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2464632.750000 Penalty: 4948.023926
	Iteration 60F: 3 clusters Score -2464633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -184205.109375 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -184205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -181824.390625 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -181824.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -182254.562500 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -182254.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -182364.421875 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -182364.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -182416.265625 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -182416.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -182455.156250 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -182455.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182480.546875 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -182480.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -182490.000000 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -182490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -182497.734375 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -182497.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -182508.109375 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -182508.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -182521.296875 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -182521.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -182539.953125 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -182540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182551.906250 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -182551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182560.078125 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -182560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182564.250000 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -182564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -182568.140625 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -182568.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -182572.640625 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -182572.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182580.921875 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -182580.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182593.859375 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -182593.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -182604.140625 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -182604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -182622.484375 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -182622.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -182638.000000 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -182638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -182650.046875 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -182650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -182661.000000 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -182661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -182672.406250 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -182672.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182681.187500 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -182681.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -182690.546875 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -182690.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182701.046875 Penalty: 3697.541016
	Iteration 26Q: 3 clusters Score -182701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182708.125000 Penalty: 3697.541016
	Iteration 27Q: 3 clusters Score -182708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182713.078125 Penalty: 3697.541016
	Iteration 28Q: 3 clusters Score -182713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182718.015625 Penalty: 3697.541016
	Iteration 29Q: 3 clusters Score -182718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182721.687500 Penalty: 3697.541016
	Iteration 30Q: 3 clusters Score -182721.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182728.078125 Penalty: 3697.541016
	Iteration 31Q: 3 clusters Score -182728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -182732.906250 Penalty: 3697.541016
	Iteration 32Q: 3 clusters Score -182732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -182735.296875 Penalty: 3697.541016
	Iteration 33Q: 3 clusters Score -182735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -182740.187500 Penalty: 3697.541016
	Iteration 34Q: 3 clusters Score -182740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -182750.234375 Penalty: 3697.541016
	Iteration 35Q: 3 clusters Score -182750.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -182756.109375 Penalty: 3697.541016
	Iteration 36Q: 3 clusters Score -182756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -182766.390625 Penalty: 3697.541016
	Iteration 37Q: 3 clusters Score -182766.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -182786.140625 Penalty: 3697.541016
	Iteration 38Q: 3 clusters Score -182786.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -182803.078125 Penalty: 3697.541016
	Iteration 39Q: 3 clusters Score -182803.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -182816.093750 Penalty: 3697.541016
	Iteration 40F: 3 clusters Score -182816.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -182835.234375 Penalty: 3697.541016
	Iteration 41Q: 3 clusters Score -182835.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -182846.375000 Penalty: 3697.541016
	Iteration 42Q: 3 clusters Score -182846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -182854.484375 Penalty: 3697.541016
	Iteration 43Q: 3 clusters Score -182854.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -182859.296875 Penalty: 3697.541016
	Iteration 44Q: 3 clusters Score -182859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -182862.125000 Penalty: 3697.541016
	Iteration 45Q: 3 clusters Score -182862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -182864.984375 Penalty: 3697.541016
	Iteration 46Q: 3 clusters Score -182865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -182866.593750 Penalty: 3697.541016
	Iteration 47Q: 3 clusters Score -182866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -182868.078125 Penalty: 3697.541016
	Iteration 48Q: 3 clusters Score -182868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -182868.312500 Penalty: 3697.541016
	Iteration 49Q: 3 clusters Score -182868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -182868.312500 Penalty: 3697.541016
	Iteration 50F: 3 clusters Score -182868.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (52741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Entering Unmasked Estep 
Score: -5566840.500000 Penalty: 2696.540771
	Iteration 0F: 2 clusters Score -5566840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -5531180.000000 Penalty: 5393.081543
	Iteration 0F: 3 clusters Score -5531180 nChanged 24471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -5545721.000000 Penalty: 5393.081543
	Iteration 1F: 3 clusters Score -5545721 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -5547621.000000 Penalty: 5393.081543
	Iteration 2F: 3 clusters Score -5547621 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -5550422.000000 Penalty: 5393.081543
	Iteration 3F: 3 clusters Score -5550422 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5553273.000000 Penalty: 5393.081543
	Iteration 4F: 3 clusters Score -5553273 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5555583.500000 Penalty: 5393.081543
	Iteration 5F: 3 clusters Score -5555584 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5557261.000000 Penalty: 5393.081543
	Iteration 6F: 3 clusters Score -5557261 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -5558261.500000 Penalty: 5393.081543
	Iteration 7Q: 3 clusters Score -5558262 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5558941.500000 Penalty: 5393.081543
	Iteration 8Q: 3 clusters Score -5558942 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5559349.000000 Penalty: 5393.081543
	Iteration 9Q: 3 clusters Score -5559349 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5559655.000000 Penalty: 5393.081543
	Iteration 10Q: 3 clusters Score -5559655 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -5559924.000000 Penalty: 5393.081543
	Iteration 11Q: 3 clusters Score -5559924 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -5560202.000000 Penalty: 5393.081543
	Iteration 12Q: 3 clusters Score -5560202 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -5560452.000000 Penalty: 5393.081543
	Iteration 13Q: 3 clusters Score -5560452 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5560710.000000 Penalty: 5393.081543
	Iteration 14Q: 3 clusters Score -5560710 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -5560987.500000 Penalty: 5393.081543
	Iteration 15Q: 3 clusters Score -5560988 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -5561248.000000 Penalty: 5393.081543
	Iteration 16Q: 3 clusters Score -5561248 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -5561585.500000 Penalty: 5393.081543
	Iteration 17Q: 3 clusters Score -5561586 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -5561845.000000 Penalty: 5393.081543
	Iteration 18Q: 3 clusters Score -5561845 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5562069.500000 Penalty: 5393.081543
	Iteration 19Q: 3 clusters Score -5562070 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -5562345.000000 Penalty: 5393.081543
	Iteration 20F: 3 clusters Score -5562345 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -5562614.500000 Penalty: 5393.081543
	Iteration 21Q: 3 clusters Score -5562614 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -5562924.000000 Penalty: 5393.081543
	Iteration 22Q: 3 clusters Score -5562924 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -5563235.000000 Penalty: 5393.081543
	Iteration 23Q: 3 clusters Score -5563235 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -5563494.000000 Penalty: 5393.081543
	Iteration 24Q: 3 clusters Score -5563494 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5563699.000000 Penalty: 5393.081543
	Iteration 25Q: 3 clusters Score -5563699 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -5563927.500000 Penalty: 5393.081543
	Iteration 26Q: 3 clusters Score -5563928 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -5564118.500000 Penalty: 5393.081543
	Iteration 27Q: 3 clusters Score -5564118 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5564279.500000 Penalty: 5393.081543
	Iteration 28Q: 3 clusters Score -5564280 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5564449.000000 Penalty: 5393.081543
	Iteration 29Q: 3 clusters Score -5564449 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -5564582.000000 Penalty: 5393.081543
	Iteration 30Q: 3 clusters Score -5564582 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5564689.000000 Penalty: 5393.081543
	Iteration 31Q: 3 clusters Score -5564689 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -5564799.500000 Penalty: 5393.081543
	Iteration 32Q: 3 clusters Score -5564800 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5564873.500000 Penalty: 5393.081543
	Iteration 33Q: 3 clusters Score -5564874 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -5564937.000000 Penalty: 5393.081543
	Iteration 34Q: 3 clusters Score -5564937 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5565008.000000 Penalty: 5393.081543
	Iteration 35Q: 3 clusters Score -5565008 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5565046.000000 Penalty: 5393.081543
	Iteration 36Q: 3 clusters Score -5565046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5565065.500000 Penalty: 5393.081543
	Iteration 37Q: 3 clusters Score -5565066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -5565089.000000 Penalty: 5393.081543
	Iteration 38Q: 3 clusters Score -5565089 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -5565110.500000 Penalty: 5393.081543
	Iteration 39Q: 3 clusters Score -5565110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5565154.000000 Penalty: 5393.081543
	Iteration 40F: 3 clusters Score -5565154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -5565155.500000 Penalty: 5393.081543
	Iteration 41Q: 3 clusters Score -5565156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5565170.000000 Penalty: 5393.081543
	Iteration 42Q: 3 clusters Score -5565170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -5565201.500000 Penalty: 5393.081543
	Iteration 43Q: 3 clusters Score -5565202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -5565233.500000 Penalty: 5393.081543
	Iteration 44Q: 3 clusters Score -5565234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5565247.500000 Penalty: 5393.081543
	Iteration 45Q: 3 clusters Score -5565248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5565257.000000 Penalty: 5393.081543
	Iteration 46Q: 3 clusters Score -5565257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5565273.000000 Penalty: 5393.081543
	Iteration 47Q: 3 clusters Score -5565273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5565307.500000 Penalty: 5393.081543
	Iteration 48Q: 3 clusters Score -5565308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5565336.000000 Penalty: 5393.081543
	Iteration 49Q: 3 clusters Score -5565336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5565365.000000 Penalty: 5393.081543
	Iteration 50Q: 3 clusters Score -5565365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -5565392.500000 Penalty: 5393.081543
	Iteration 51Q: 3 clusters Score -5565392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5565436.000000 Penalty: 5393.081543
	Iteration 52Q: 3 clusters Score -5565436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5565459.500000 Penalty: 5393.081543
	Iteration 53Q: 3 clusters Score -5565460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5565489.000000 Penalty: 5393.081543
	Iteration 54Q: 3 clusters Score -5565489 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5565521.000000 Penalty: 5393.081543
	Iteration 55Q: 3 clusters Score -5565521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -5565535.500000 Penalty: 5393.081543
	Iteration 56Q: 3 clusters Score -5565536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5565530.000000 Penalty: 5393.081543
	Iteration 57Q: 3 clusters Score -5565530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5565533.000000 Penalty: 5393.081543
	Iteration 58Q: 3 clusters Score -5565533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5565546.500000 Penalty: 5393.081543
	Iteration 59Q: 3 clusters Score -5565546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5565570.500000 Penalty: 5393.081543
	Iteration 60F: 3 clusters Score -5565570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5565583.500000 Penalty: 5393.081543
	Iteration 61Q: 3 clusters Score -5565584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5565586.000000 Penalty: 5393.081543
	Iteration 62Q: 3 clusters Score -5565586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5565588.500000 Penalty: 5393.081543
	Iteration 63Q: 3 clusters Score -5565588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -5565592.500000 Penalty: 5393.081543
	Iteration 64Q: 3 clusters Score -5565592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5565593.000000 Penalty: 5393.081543
	Iteration 65Q: 3 clusters Score -5565593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5565597.000000 Penalty: 5393.081543
	Iteration 66Q: 3 clusters Score -5565597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5565589.500000 Penalty: 5393.081543
	Iteration 67Q: 3 clusters Score -5565590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5565591.000000 Penalty: 5393.081543
	Iteration 68Q: 3 clusters Score -5565591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -5565587.000000 Penalty: 5393.081543
	Iteration 69Q: 3 clusters Score -5565587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5565585.500000 Penalty: 5393.081543
	Iteration 70Q: 3 clusters Score -5565586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -5565585.500000 Penalty: 5393.081543
	Iteration 71F: 3 clusters Score -5565586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -1023715.500000 Penalty: 2279.962646
	Iteration 0F: 2 clusters Score -1023716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1016182.062500 Penalty: 4559.925293
	Iteration 0F: 3 clusters Score -1016182 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1018640.000000 Penalty: 4559.925293
	Iteration 1F: 3 clusters Score -1018640 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1019232.437500 Penalty: 4559.925293
	Iteration 2F: 3 clusters Score -1019232 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1019838.312500 Penalty: 4559.925293
	Iteration 3F: 3 clusters Score -1019838 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1020386.812500 Penalty: 4559.925293
	Iteration 4F: 3 clusters Score -1020387 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1020802.250000 Penalty: 4559.925293
	Iteration 5F: 3 clusters Score -1020802 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1021074.187500 Penalty: 4559.925293
	Iteration 6Q: 3 clusters Score -1021074 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1021300.625000 Penalty: 4559.925293
	Iteration 7Q: 3 clusters Score -1021301 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1021504.687500 Penalty: 4559.925293
	Iteration 8Q: 3 clusters Score -1021505 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1021664.500000 Penalty: 4559.925293
	Iteration 9Q: 3 clusters Score -1021664 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1021803.937500 Penalty: 4559.925293
	Iteration 10Q: 3 clusters Score -1021804 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1021914.187500 Penalty: 4559.925293
	Iteration 11Q: 3 clusters Score -1021914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1021978.375000 Penalty: 4559.925293
	Iteration 12Q: 3 clusters Score -1021978 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1022022.312500 Penalty: 4559.925293
	Iteration 13Q: 3 clusters Score -1022022 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1022045.125000 Penalty: 4559.925293
	Iteration 14Q: 3 clusters Score -1022045 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1022059.625000 Penalty: 4559.925293
	Iteration 15Q: 3 clusters Score -1022060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1022068.250000 Penalty: 4559.925293
	Iteration 16Q: 3 clusters Score -1022068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1022079.500000 Penalty: 4559.925293
	Iteration 17Q: 3 clusters Score -1022080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1022085.187500 Penalty: 4559.925293
	Iteration 18Q: 3 clusters Score -1022085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1022090.000000 Penalty: 4559.925293
	Iteration 19Q: 3 clusters Score -1022090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1022094.812500 Penalty: 4559.925293
	Iteration 20F: 3 clusters Score -1022095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1022099.000000 Penalty: 4559.925293
	Iteration 21Q: 3 clusters Score -1022099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1022098.437500 Penalty: 4559.925293
	Iteration 22Q: 3 clusters Score -1022098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1022097.750000 Penalty: 4559.925293
	Iteration 23Q: 3 clusters Score -1022098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1022099.687500 Penalty: 4559.925293
	Iteration 24Q: 3 clusters Score -1022100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1022099.750000 Penalty: 4559.925293
	Iteration 25Q: 3 clusters Score -1022100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1022100.187500 Penalty: 4559.925293
	Iteration 26Q: 3 clusters Score -1022100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1022098.500000 Penalty: 4559.925293
	Iteration 27Q: 3 clusters Score -1022098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1022101.687500 Penalty: 4559.925293
	Iteration 28Q: 3 clusters Score -1022102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1022103.187500 Penalty: 4559.925293
	Iteration 29Q: 3 clusters Score -1022103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1022104.437500 Penalty: 4559.925293
	Iteration 30Q: 3 clusters Score -1022104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1022104.750000 Penalty: 4559.925293
	Iteration 31Q: 3 clusters Score -1022105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1022104.750000 Penalty: 4559.925293
	Iteration 32F: 3 clusters Score -1022105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Entering Unmasked Estep 
Score: -1195558.625000 Penalty: 2300.943848
	Iteration 0F: 2 clusters Score -1195559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1187412.500000 Penalty: 4601.887695
	Iteration 0F: 3 clusters Score -1187412 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1189847.250000 Penalty: 4601.887695
	Iteration 1F: 3 clusters Score -1189847 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1190127.375000 Penalty: 4601.887695
	Iteration 2F: 3 clusters Score -1190127 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1190384.375000 Penalty: 4601.887695
	Iteration 3F: 3 clusters Score -1190384 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1190573.625000 Penalty: 4601.887695
	Iteration 4Q: 3 clusters Score -1190574 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1190756.750000 Penalty: 4601.887695
	Iteration 5Q: 3 clusters Score -1190757 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1190926.250000 Penalty: 4601.887695
	Iteration 6Q: 3 clusters Score -1190926 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1191102.250000 Penalty: 4601.887695
	Iteration 7Q: 3 clusters Score -1191102 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1191286.500000 Penalty: 4601.887695
	Iteration 8Q: 3 clusters Score -1191286 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1191468.125000 Penalty: 4601.887695
	Iteration 9Q: 3 clusters Score -1191468 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1191629.625000 Penalty: 4601.887695
	Iteration 10Q: 3 clusters Score -1191630 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1191769.375000 Penalty: 4601.887695
	Iteration 11Q: 3 clusters Score -1191769 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1191882.500000 Penalty: 4601.887695
	Iteration 12Q: 3 clusters Score -1191882 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1191988.125000 Penalty: 4601.887695
	Iteration 13Q: 3 clusters Score -1191988 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1192091.375000 Penalty: 4601.887695
	Iteration 14Q: 3 clusters Score -1192091 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1192187.750000 Penalty: 4601.887695
	Iteration 15Q: 3 clusters Score -1192188 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1192275.750000 Penalty: 4601.887695
	Iteration 16Q: 3 clusters Score -1192276 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1192356.125000 Penalty: 4601.887695
	Iteration 17Q: 3 clusters Score -1192356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1192449.625000 Penalty: 4601.887695
	Iteration 18Q: 3 clusters Score -1192450 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1192525.375000 Penalty: 4601.887695
	Iteration 19Q: 3 clusters Score -1192525 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1192617.625000 Penalty: 4601.887695
	Iteration 20F: 3 clusters Score -1192618 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1192703.875000 Penalty: 4601.887695
	Iteration 21Q: 3 clusters Score -1192704 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1192803.750000 Penalty: 4601.887695
	Iteration 22Q: 3 clusters Score -1192804 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1192890.875000 Penalty: 4601.887695
	Iteration 23Q: 3 clusters Score -1192891 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1192976.875000 Penalty: 4601.887695
	Iteration 24Q: 3 clusters Score -1192977 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1193064.875000 Penalty: 4601.887695
	Iteration 25Q: 3 clusters Score -1193065 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1193131.375000 Penalty: 4601.887695
	Iteration 26Q: 3 clusters Score -1193131 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1193192.625000 Penalty: 4601.887695
	Iteration 27Q: 3 clusters Score -1193193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1193240.875000 Penalty: 4601.887695
	Iteration 28Q: 3 clusters Score -1193241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1193279.500000 Penalty: 4601.887695
	Iteration 29Q: 3 clusters Score -1193280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1193307.875000 Penalty: 4601.887695
	Iteration 30Q: 3 clusters Score -1193308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1193338.375000 Penalty: 4601.887695
	Iteration 31Q: 3 clusters Score -1193338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1193352.625000 Penalty: 4601.887695
	Iteration 32Q: 3 clusters Score -1193353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1193369.875000 Penalty: 4601.887695
	Iteration 33Q: 3 clusters Score -1193370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1193386.625000 Penalty: 4601.887695
	Iteration 34Q: 3 clusters Score -1193387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1193402.875000 Penalty: 4601.887695
	Iteration 35Q: 3 clusters Score -1193403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1193421.375000 Penalty: 4601.887695
	Iteration 36Q: 3 clusters Score -1193421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1193430.750000 Penalty: 4601.887695
	Iteration 37Q: 3 clusters Score -1193431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1193450.750000 Penalty: 4601.887695
	Iteration 38Q: 3 clusters Score -1193451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1193463.875000 Penalty: 4601.887695
	Iteration 39Q: 3 clusters Score -1193464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1193475.750000 Penalty: 4601.887695
	Iteration 40F: 3 clusters Score -1193476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1193486.625000 Penalty: 4601.887695
	Iteration 41Q: 3 clusters Score -1193487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1193495.875000 Penalty: 4601.887695
	Iteration 42Q: 3 clusters Score -1193496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1193503.000000 Penalty: 4601.887695
	Iteration 43Q: 3 clusters Score -1193503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1193511.875000 Penalty: 4601.887695
	Iteration 44Q: 3 clusters Score -1193512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1193520.750000 Penalty: 4601.887695
	Iteration 45Q: 3 clusters Score -1193521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1193527.875000 Penalty: 4601.887695
	Iteration 46Q: 3 clusters Score -1193528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1193533.125000 Penalty: 4601.887695
	Iteration 47Q: 3 clusters Score -1193533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1193536.375000 Penalty: 4601.887695
	Iteration 48Q: 3 clusters Score -1193536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1193540.125000 Penalty: 4601.887695
	Iteration 49Q: 3 clusters Score -1193540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1193543.125000 Penalty: 4601.887695
	Iteration 50Q: 3 clusters Score -1193543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1193547.125000 Penalty: 4601.887695
	Iteration 51Q: 3 clusters Score -1193547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1193546.875000 Penalty: 4601.887695
	Iteration 52Q: 3 clusters Score -1193547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1193548.375000 Penalty: 4601.887695
	Iteration 53Q: 3 clusters Score -1193548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1193548.500000 Penalty: 4601.887695
	Iteration 54Q: 3 clusters Score -1193548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1193549.250000 Penalty: 4601.887695
	Iteration 55Q: 3 clusters Score -1193549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1193552.250000 Penalty: 4601.887695
	Iteration 56Q: 3 clusters Score -1193552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1193551.875000 Penalty: 4601.887695
	Iteration 57Q: 3 clusters Score -1193552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1193551.875000 Penalty: 4601.887695
	Iteration 58F: 3 clusters Score -1193552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (112678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112678 members 
Entering Unmasked Estep 
Score: -13341521.000000 Penalty: 2884.807861
	Iteration 0F: 2 clusters Score -1.334152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -13266036.000000 Penalty: 5769.615723
	Iteration 0F: 3 clusters Score -1.326604e+07 nChanged 53647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -13297254.000000 Penalty: 5769.615723
	Iteration 1F: 3 clusters Score -1.329725e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -13298884.000000 Penalty: 5769.615723
	Iteration 2Q: 3 clusters Score -1.329888e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -13301082.000000 Penalty: 5769.615723
	Iteration 3Q: 3 clusters Score -1.330108e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -13303895.000000 Penalty: 5769.615723
	Iteration 4F: 3 clusters Score -1.33039e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -13307233.000000 Penalty: 5769.615723
	Iteration 5F: 3 clusters Score -1.330723e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -13310628.000000 Penalty: 5769.615723
	Iteration 6F: 3 clusters Score -1.331063e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -13313614.000000 Penalty: 5769.615723
	Iteration 7F: 3 clusters Score -1.331361e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70751 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -13315667.000000 Penalty: 5769.615723
	Iteration 8Q: 3 clusters Score -1.331567e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -13317303.000000 Penalty: 5769.615723
	Iteration 9Q: 3 clusters Score -1.33173e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76301 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -13318872.000000 Penalty: 5769.615723
	Iteration 10Q: 3 clusters Score -1.331887e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -13320576.000000 Penalty: 5769.615723
	Iteration 11Q: 3 clusters Score -1.332058e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -13322580.000000 Penalty: 5769.615723
	Iteration 12Q: 3 clusters Score -1.332258e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -13324948.000000 Penalty: 5769.615723
	Iteration 13Q: 3 clusters Score -1.332495e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -13327585.000000 Penalty: 5769.615723
	Iteration 14Q: 3 clusters Score -1.332758e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -13329917.000000 Penalty: 5769.615723
	Iteration 15Q: 3 clusters Score -1.332992e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95053 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -13331666.000000 Penalty: 5769.615723
	Iteration 16Q: 3 clusters Score -1.333167e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -13332836.000000 Penalty: 5769.615723
	Iteration 17Q: 3 clusters Score -1.333284e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -13333707.000000 Penalty: 5769.615723
	Iteration 18Q: 3 clusters Score -1.333371e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -13334370.000000 Penalty: 5769.615723
	Iteration 19Q: 3 clusters Score -1.333437e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -13334861.000000 Penalty: 5769.615723
	Iteration 20F: 3 clusters Score -1.333486e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -13335400.000000 Penalty: 5769.615723
	Iteration 21Q: 3 clusters Score -1.33354e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103163 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -13335877.000000 Penalty: 5769.615723
	Iteration 22Q: 3 clusters Score -1.333588e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104187 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -13336285.000000 Penalty: 5769.615723
	Iteration 23Q: 3 clusters Score -1.333628e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105142 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -13336644.000000 Penalty: 5769.615723
	Iteration 24Q: 3 clusters Score -1.333664e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106055 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -13336970.000000 Penalty: 5769.615723
	Iteration 25Q: 3 clusters Score -1.333697e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -13337336.000000 Penalty: 5769.615723
	Iteration 26Q: 3 clusters Score -1.333734e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -13337623.000000 Penalty: 5769.615723
	Iteration 27Q: 3 clusters Score -1.333762e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108202 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -13337846.000000 Penalty: 5769.615723
	Iteration 28Q: 3 clusters Score -1.333785e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108714 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -13338033.000000 Penalty: 5769.615723
	Iteration 29Q: 3 clusters Score -1.333803e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -13338190.000000 Penalty: 5769.615723
	Iteration 30Q: 3 clusters Score -1.333819e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -13338321.000000 Penalty: 5769.615723
	Iteration 31Q: 3 clusters Score -1.333832e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -13338434.000000 Penalty: 5769.615723
	Iteration 32Q: 3 clusters Score -1.333843e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110001 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -13338569.000000 Penalty: 5769.615723
	Iteration 33Q: 3 clusters Score -1.333857e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110229 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -13338731.000000 Penalty: 5769.615723
	Iteration 34Q: 3 clusters Score -1.333873e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13338811.000000 Penalty: 5769.615723
	Iteration 35Q: 3 clusters Score -1.333881e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110630 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -13338887.000000 Penalty: 5769.615723
	Iteration 36Q: 3 clusters Score -1.333889e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -13338922.000000 Penalty: 5769.615723
	Iteration 37Q: 3 clusters Score -1.333892e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110941 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13339029.000000 Penalty: 5769.615723
	Iteration 38Q: 3 clusters Score -1.333903e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -13339055.000000 Penalty: 5769.615723
	Iteration 39Q: 3 clusters Score -1.333906e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111138 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -13339093.000000 Penalty: 5769.615723
	Iteration 40F: 3 clusters Score -1.333909e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111202 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -13339143.000000 Penalty: 5769.615723
	Iteration 41Q: 3 clusters Score -1.333914e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111262 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -13339151.000000 Penalty: 5769.615723
	Iteration 42Q: 3 clusters Score -1.333915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111300 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13339180.000000 Penalty: 5769.615723
	Iteration 43Q: 3 clusters Score -1.333918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13339196.000000 Penalty: 5769.615723
	Iteration 44Q: 3 clusters Score -1.33392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111355 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13339175.000000 Penalty: 5769.615723
	Iteration 45Q: 3 clusters Score -1.333918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13339178.000000 Penalty: 5769.615723
	Iteration 46Q: 3 clusters Score -1.333918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -13339196.000000 Penalty: 5769.615723
	Iteration 47Q: 3 clusters Score -1.33392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111405 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -13339201.000000 Penalty: 5769.615723
	Iteration 48Q: 3 clusters Score -1.33392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13339204.000000 Penalty: 5769.615723
	Iteration 49Q: 3 clusters Score -1.33392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -13339219.000000 Penalty: 5769.615723
	Iteration 50Q: 3 clusters Score -1.333922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111428 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -13339220.000000 Penalty: 5769.615723
	Iteration 51Q: 3 clusters Score -1.333922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111437 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -13339217.000000 Penalty: 5769.615723
	Iteration 52Q: 3 clusters Score -1.333922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -13339240.000000 Penalty: 5769.615723
	Iteration 53Q: 3 clusters Score -1.333924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13339250.000000 Penalty: 5769.615723
	Iteration 54Q: 3 clusters Score -1.333925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111468 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -13339235.000000 Penalty: 5769.615723
	Iteration 55Q: 3 clusters Score -1.333924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13339236.000000 Penalty: 5769.615723
	Iteration 56Q: 3 clusters Score -1.333924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -13339244.000000 Penalty: 5769.615723
	Iteration 57Q: 3 clusters Score -1.333924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13339262.000000 Penalty: 5769.615723
	Iteration 58Q: 3 clusters Score -1.333926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13339248.000000 Penalty: 5769.615723
	Iteration 59Q: 3 clusters Score -1.333925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111520 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13339255.000000 Penalty: 5769.615723
	Iteration 60F: 3 clusters Score -1.333926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111530 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -13339248.000000 Penalty: 5769.615723
	Iteration 61Q: 3 clusters Score -1.333925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111540 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13339249.000000 Penalty: 5769.615723
	Iteration 62Q: 3 clusters Score -1.333925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -13339248.000000 Penalty: 5769.615723
	Iteration 63Q: 3 clusters Score -1.333925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13339256.000000 Penalty: 5769.615723
	Iteration 64Q: 3 clusters Score -1.333926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13339261.000000 Penalty: 5769.615723
	Iteration 65Q: 3 clusters Score -1.333926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -13339256.000000 Penalty: 5769.615723
	Iteration 66Q: 3 clusters Score -1.333926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -13339258.000000 Penalty: 5769.615723
	Iteration 67Q: 3 clusters Score -1.333926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111577 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -13339260.000000 Penalty: 5769.615723
	Iteration 68Q: 3 clusters Score -1.333926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111579 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -13339265.000000 Penalty: 5769.615723
	Iteration 69Q: 3 clusters Score -1.333926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -13339261.000000 Penalty: 5769.615723
	Iteration 70Q: 3 clusters Score -1.333926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111585 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -13339264.000000 Penalty: 5769.615723
	Iteration 71Q: 3 clusters Score -1.333926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111587 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13339265.000000 Penalty: 5769.615723
	Iteration 72Q: 3 clusters Score -1.333926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -13339269.000000 Penalty: 5769.615723
	Iteration 73Q: 3 clusters Score -1.333927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111589 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -13339263.000000 Penalty: 5769.615723
	Iteration 74Q: 3 clusters Score -1.333926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13339264.000000 Penalty: 5769.615723
	Iteration 75Q: 3 clusters Score -1.333926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13339264.000000 Penalty: 5769.615723
	Iteration 76F: 3 clusters Score -1.333926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -412706.500000 Penalty: 2037.120239
	Iteration 0F: 2 clusters Score -412706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -409019.343750 Penalty: 4074.240479
	Iteration 0F: 3 clusters Score -409019.3 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -409902.500000 Penalty: 4074.240479
	Iteration 1F: 3 clusters Score -409902.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -410149.687500 Penalty: 4074.240479
	Iteration 2F: 3 clusters Score -410149.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -410333.218750 Penalty: 4074.240479
	Iteration 3F: 3 clusters Score -410333.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -410489.062500 Penalty: 4074.240479
	Iteration 4Q: 3 clusters Score -410489.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -410615.562500 Penalty: 4074.240479
	Iteration 5Q: 3 clusters Score -410615.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -410721.812500 Penalty: 4074.240479
	Iteration 6Q: 3 clusters Score -410721.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -410828.156250 Penalty: 4074.240479
	Iteration 7Q: 3 clusters Score -410828.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -410927.375000 Penalty: 4074.240479
	Iteration 8Q: 3 clusters Score -410927.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -411040.781250 Penalty: 4074.240479
	Iteration 9Q: 3 clusters Score -411040.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -411134.375000 Penalty: 4074.240479
	Iteration 10Q: 3 clusters Score -411134.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -411232.531250 Penalty: 4074.240479
	Iteration 11Q: 3 clusters Score -411232.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -411322.250000 Penalty: 4074.240479
	Iteration 12Q: 3 clusters Score -411322.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -411366.937500 Penalty: 4074.240479
	Iteration 13Q: 3 clusters Score -411366.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -411400.843750 Penalty: 4074.240479
	Iteration 14Q: 3 clusters Score -411400.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -411429.593750 Penalty: 4074.240479
	Iteration 15Q: 3 clusters Score -411429.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -411447.125000 Penalty: 4074.240479
	Iteration 16Q: 3 clusters Score -411447.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -411462.281250 Penalty: 4074.240479
	Iteration 17Q: 3 clusters Score -411462.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -411477.000000 Penalty: 4074.240479
	Iteration 18Q: 3 clusters Score -411477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -411490.218750 Penalty: 4074.240479
	Iteration 19Q: 3 clusters Score -411490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -411495.125000 Penalty: 4074.240479
	Iteration 20F: 3 clusters Score -411495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -411498.625000 Penalty: 4074.240479
	Iteration 21Q: 3 clusters Score -411498.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -411502.156250 Penalty: 4074.240479
	Iteration 22Q: 3 clusters Score -411502.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -411505.062500 Penalty: 4074.240479
	Iteration 23Q: 3 clusters Score -411505.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -411506.437500 Penalty: 4074.240479
	Iteration 24Q: 3 clusters Score -411506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -411508.625000 Penalty: 4074.240479
	Iteration 25Q: 3 clusters Score -411508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -411513.906250 Penalty: 4074.240479
	Iteration 26Q: 3 clusters Score -411513.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -411518.312500 Penalty: 4074.240479
	Iteration 27Q: 3 clusters Score -411518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -411520.187500 Penalty: 4074.240479
	Iteration 28Q: 3 clusters Score -411520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -411522.656250 Penalty: 4074.240479
	Iteration 29Q: 3 clusters Score -411522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -411523.843750 Penalty: 4074.240479
	Iteration 30Q: 3 clusters Score -411523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -411523.843750 Penalty: 4074.240479
	Iteration 31F: 3 clusters Score -411523.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (6866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Entering Unmasked Estep 
Score: -752557.125000 Penalty: 2190.915527
	Iteration 0F: 2 clusters Score -752557.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -746940.000000 Penalty: 4381.831055
	Iteration 0F: 3 clusters Score -746940 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -748630.375000 Penalty: 4381.831055
	Iteration 1F: 3 clusters Score -748630.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -749034.562500 Penalty: 4381.831055
	Iteration 2F: 3 clusters Score -749034.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -749408.250000 Penalty: 4381.831055
	Iteration 3F: 3 clusters Score -749408.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -749851.500000 Penalty: 4381.831055
	Iteration 4F: 3 clusters Score -749851.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -750281.000000 Penalty: 4381.831055
	Iteration 5F: 3 clusters Score -750281 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -750703.875000 Penalty: 4381.831055
	Iteration 6F: 3 clusters Score -750703.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -751004.375000 Penalty: 4381.831055
	Iteration 7F: 3 clusters Score -751004.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -751185.437500 Penalty: 4381.831055
	Iteration 8Q: 3 clusters Score -751185.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -751282.062500 Penalty: 4381.831055
	Iteration 9Q: 3 clusters Score -751282.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -751354.062500 Penalty: 4381.831055
	Iteration 10Q: 3 clusters Score -751354.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -751402.625000 Penalty: 4381.831055
	Iteration 11Q: 3 clusters Score -751402.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -751437.062500 Penalty: 4381.831055
	Iteration 12Q: 3 clusters Score -751437.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -751458.812500 Penalty: 4381.831055
	Iteration 13Q: 3 clusters Score -751458.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -751479.812500 Penalty: 4381.831055
	Iteration 14Q: 3 clusters Score -751479.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -751501.625000 Penalty: 4381.831055
	Iteration 15Q: 3 clusters Score -751501.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -751523.500000 Penalty: 4381.831055
	Iteration 16Q: 3 clusters Score -751523.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -751546.062500 Penalty: 4381.831055
	Iteration 17Q: 3 clusters Score -751546.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -751566.125000 Penalty: 4381.831055
	Iteration 18Q: 3 clusters Score -751566.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -751584.062500 Penalty: 4381.831055
	Iteration 19Q: 3 clusters Score -751584.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -751601.687500 Penalty: 4381.831055
	Iteration 20F: 3 clusters Score -751601.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -751619.312500 Penalty: 4381.831055
	Iteration 21Q: 3 clusters Score -751619.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -751631.687500 Penalty: 4381.831055
	Iteration 22Q: 3 clusters Score -751631.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -751636.187500 Penalty: 4381.831055
	Iteration 23Q: 3 clusters Score -751636.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -751641.125000 Penalty: 4381.831055
	Iteration 24Q: 3 clusters Score -751641.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -751642.625000 Penalty: 4381.831055
	Iteration 25Q: 3 clusters Score -751642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -751644.062500 Penalty: 4381.831055
	Iteration 26Q: 3 clusters Score -751644.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -751646.687500 Penalty: 4381.831055
	Iteration 27Q: 3 clusters Score -751646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -751645.812500 Penalty: 4381.831055
	Iteration 28Q: 3 clusters Score -751645.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -751646.687500 Penalty: 4381.831055
	Iteration 29Q: 3 clusters Score -751646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -751648.312500 Penalty: 4381.831055
	Iteration 30Q: 3 clusters Score -751648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -751649.937500 Penalty: 4381.831055
	Iteration 31Q: 3 clusters Score -751649.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -751648.625000 Penalty: 4381.831055
	Iteration 32Q: 3 clusters Score -751648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -751649.812500 Penalty: 4381.831055
	Iteration 33Q: 3 clusters Score -751649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -751649.812500 Penalty: 4381.831055
	Iteration 34F: 3 clusters Score -751649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -88791.109375 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -88791.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86997.968750 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -86997.97 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87421.460938 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -87421.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -87616.937500 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -87616.94 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87785.976562 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -87785.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -88059.609375 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -88059.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -88324.062500 Penalty: 3369.002930
	Iteration 5F: 3 clusters Score -88324.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -88396.718750 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -88396.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -88444.789062 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -88444.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88458.734375 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -88458.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88477.304688 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -88477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -88482.062500 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -88482.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -88485.312500 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -88485.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88490.531250 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -88490.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88499.382812 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -88499.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88506.242188 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -88506.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88512.695312 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -88512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -88514.289062 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -88514.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -88514.289062 Penalty: 3369.002930
	Iteration 17F: 3 clusters Score -88514.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -177671.593750 Penalty: 1836.261230
	Iteration 0F: 2 clusters Score -177671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175325.656250 Penalty: 3672.522461
	Iteration 0F: 3 clusters Score -175325.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -175774.062500 Penalty: 3672.522461
	Iteration 1F: 3 clusters Score -175774.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175942.703125 Penalty: 3672.522461
	Iteration 2F: 3 clusters Score -175942.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -176039.265625 Penalty: 3672.522461
	Iteration 3Q: 3 clusters Score -176039.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -176099.687500 Penalty: 3672.522461
	Iteration 4Q: 3 clusters Score -176099.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -176161.875000 Penalty: 3672.522461
	Iteration 5Q: 3 clusters Score -176161.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -176208.750000 Penalty: 3672.522461
	Iteration 6Q: 3 clusters Score -176208.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -176266.859375 Penalty: 3672.522461
	Iteration 7Q: 3 clusters Score -176266.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -176324.640625 Penalty: 3672.522461
	Iteration 8Q: 3 clusters Score -176324.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -176369.437500 Penalty: 3672.522461
	Iteration 9Q: 3 clusters Score -176369.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -176408.937500 Penalty: 3672.522461
	Iteration 10Q: 3 clusters Score -176408.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -176441.234375 Penalty: 3672.522461
	Iteration 11Q: 3 clusters Score -176441.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -176473.609375 Penalty: 3672.522461
	Iteration 12Q: 3 clusters Score -176473.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -176495.437500 Penalty: 3672.522461
	Iteration 13Q: 3 clusters Score -176495.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -176512.031250 Penalty: 3672.522461
	Iteration 14Q: 3 clusters Score -176512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -176525.265625 Penalty: 3672.522461
	Iteration 15Q: 3 clusters Score -176525.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -176537.031250 Penalty: 3672.522461
	Iteration 16Q: 3 clusters Score -176537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -176547.125000 Penalty: 3672.522461
	Iteration 17Q: 3 clusters Score -176547.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -176555.484375 Penalty: 3672.522461
	Iteration 18Q: 3 clusters Score -176555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -176559.765625 Penalty: 3672.522461
	Iteration 19Q: 3 clusters Score -176559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -176561.328125 Penalty: 3672.522461
	Iteration 20F: 3 clusters Score -176561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -176563.109375 Penalty: 3672.522461
	Iteration 21Q: 3 clusters Score -176563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -176563.109375 Penalty: 3672.522461
	Iteration 22Q: 3 clusters Score -176563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -176563.953125 Penalty: 3672.522461
	Iteration 23Q: 3 clusters Score -176564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -176567.640625 Penalty: 3672.522461
	Iteration 24Q: 3 clusters Score -176567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -176571.421875 Penalty: 3672.522461
	Iteration 25Q: 3 clusters Score -176571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -176572.343750 Penalty: 3672.522461
	Iteration 26Q: 3 clusters Score -176572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -176574.078125 Penalty: 3672.522461
	Iteration 27Q: 3 clusters Score -176574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -176574.078125 Penalty: 3672.522461
	Iteration 28F: 3 clusters Score -176574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (28271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Entering Unmasked Estep 
Score: -3322394.000000 Penalty: 2541.898682
	Iteration 0F: 2 clusters Score -3322394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3302993.000000 Penalty: 5083.797363
	Iteration 0F: 3 clusters Score -3302993 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3309907.750000 Penalty: 5083.797363
	Iteration 1F: 3 clusters Score -3309908 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3310349.500000 Penalty: 5083.797363
	Iteration 2Q: 3 clusters Score -3310350 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3310764.000000 Penalty: 5083.797363
	Iteration 3Q: 3 clusters Score -3310764 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3311250.250000 Penalty: 5083.797363
	Iteration 4Q: 3 clusters Score -3311250 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3311794.500000 Penalty: 5083.797363
	Iteration 5Q: 3 clusters Score -3311794 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3312391.750000 Penalty: 5083.797363
	Iteration 6Q: 3 clusters Score -3312392 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3313116.500000 Penalty: 5083.797363
	Iteration 7Q: 3 clusters Score -3313116 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3314114.250000 Penalty: 5083.797363
	Iteration 8F: 3 clusters Score -3314114 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3315328.500000 Penalty: 5083.797363
	Iteration 9F: 3 clusters Score -3315328 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3316591.000000 Penalty: 5083.797363
	Iteration 10F: 3 clusters Score -3316591 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3317724.000000 Penalty: 5083.797363
	Iteration 11F: 3 clusters Score -3317724 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3318433.750000 Penalty: 5083.797363
	Iteration 12Q: 3 clusters Score -3318434 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3318821.500000 Penalty: 5083.797363
	Iteration 13Q: 3 clusters Score -3318822 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3319033.000000 Penalty: 5083.797363
	Iteration 14Q: 3 clusters Score -3319033 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3319175.750000 Penalty: 5083.797363
	Iteration 15Q: 3 clusters Score -3319176 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3319289.000000 Penalty: 5083.797363
	Iteration 16Q: 3 clusters Score -3319289 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -3319408.750000 Penalty: 5083.797363
	Iteration 17Q: 3 clusters Score -3319409 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -3319510.250000 Penalty: 5083.797363
	Iteration 18Q: 3 clusters Score -3319510 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3319587.000000 Penalty: 5083.797363
	Iteration 19Q: 3 clusters Score -3319587 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -3319640.000000 Penalty: 5083.797363
	Iteration 20F: 3 clusters Score -3319640 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3319658.250000 Penalty: 5083.797363
	Iteration 21Q: 3 clusters Score -3319658 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3319684.750000 Penalty: 5083.797363
	Iteration 22Q: 3 clusters Score -3319685 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3319713.000000 Penalty: 5083.797363
	Iteration 23Q: 3 clusters Score -3319713 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3319728.500000 Penalty: 5083.797363
	Iteration 24Q: 3 clusters Score -3319728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3319736.750000 Penalty: 5083.797363
	Iteration 25Q: 3 clusters Score -3319737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3319758.250000 Penalty: 5083.797363
	Iteration 26Q: 3 clusters Score -3319758 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3319780.750000 Penalty: 5083.797363
	Iteration 27Q: 3 clusters Score -3319781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3319789.250000 Penalty: 5083.797363
	Iteration 28Q: 3 clusters Score -3319789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3319804.750000 Penalty: 5083.797363
	Iteration 29Q: 3 clusters Score -3319805 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3319824.500000 Penalty: 5083.797363
	Iteration 30Q: 3 clusters Score -3319824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -3319836.500000 Penalty: 5083.797363
	Iteration 31Q: 3 clusters Score -3319836 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3319860.000000 Penalty: 5083.797363
	Iteration 32Q: 3 clusters Score -3319860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3319872.250000 Penalty: 5083.797363
	Iteration 33Q: 3 clusters Score -3319872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3319877.750000 Penalty: 5083.797363
	Iteration 34Q: 3 clusters Score -3319878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3319896.500000 Penalty: 5083.797363
	Iteration 35Q: 3 clusters Score -3319896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3319898.750000 Penalty: 5083.797363
	Iteration 36Q: 3 clusters Score -3319899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3319911.500000 Penalty: 5083.797363
	Iteration 37Q: 3 clusters Score -3319912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3319906.500000 Penalty: 5083.797363
	Iteration 38Q: 3 clusters Score -3319906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3319918.750000 Penalty: 5083.797363
	Iteration 39Q: 3 clusters Score -3319919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3319928.250000 Penalty: 5083.797363
	Iteration 40F: 3 clusters Score -3319928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3319930.000000 Penalty: 5083.797363
	Iteration 41Q: 3 clusters Score -3319930 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3319950.250000 Penalty: 5083.797363
	Iteration 42Q: 3 clusters Score -3319950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3319956.250000 Penalty: 5083.797363
	Iteration 43Q: 3 clusters Score -3319956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3319978.000000 Penalty: 5083.797363
	Iteration 44Q: 3 clusters Score -3319978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3319973.000000 Penalty: 5083.797363
	Iteration 45Q: 3 clusters Score -3319973 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3319989.500000 Penalty: 5083.797363
	Iteration 46Q: 3 clusters Score -3319990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -3320003.500000 Penalty: 5083.797363
	Iteration 47Q: 3 clusters Score -3320004 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3320016.750000 Penalty: 5083.797363
	Iteration 48Q: 3 clusters Score -3320017 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3320032.500000 Penalty: 5083.797363
	Iteration 49Q: 3 clusters Score -3320032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3320047.500000 Penalty: 5083.797363
	Iteration 50Q: 3 clusters Score -3320048 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3320065.250000 Penalty: 5083.797363
	Iteration 51Q: 3 clusters Score -3320065 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3320080.750000 Penalty: 5083.797363
	Iteration 52Q: 3 clusters Score -3320081 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3320093.250000 Penalty: 5083.797363
	Iteration 53Q: 3 clusters Score -3320093 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3320099.000000 Penalty: 5083.797363
	Iteration 54Q: 3 clusters Score -3320099 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3320109.250000 Penalty: 5083.797363
	Iteration 55Q: 3 clusters Score -3320109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3320108.000000 Penalty: 5083.797363
	Iteration 56Q: 3 clusters Score -3320108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3320116.000000 Penalty: 5083.797363
	Iteration 57Q: 3 clusters Score -3320116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3320124.750000 Penalty: 5083.797363
	Iteration 58Q: 3 clusters Score -3320125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3320126.500000 Penalty: 5083.797363
	Iteration 59Q: 3 clusters Score -3320126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3320138.750000 Penalty: 5083.797363
	Iteration 60F: 3 clusters Score -3320139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3320141.750000 Penalty: 5083.797363
	Iteration 61Q: 3 clusters Score -3320142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3320145.750000 Penalty: 5083.797363
	Iteration 62Q: 3 clusters Score -3320146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3320150.250000 Penalty: 5083.797363
	Iteration 63Q: 3 clusters Score -3320150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3320155.000000 Penalty: 5083.797363
	Iteration 64Q: 3 clusters Score -3320155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3320156.500000 Penalty: 5083.797363
	Iteration 65Q: 3 clusters Score -3320156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3320151.500000 Penalty: 5083.797363
	Iteration 66Q: 3 clusters Score -3320152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3320162.250000 Penalty: 5083.797363
	Iteration 67Q: 3 clusters Score -3320162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -3320167.000000 Penalty: 5083.797363
	Iteration 68Q: 3 clusters Score -3320167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3320171.250000 Penalty: 5083.797363
	Iteration 69Q: 3 clusters Score -3320171 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3320170.000000 Penalty: 5083.797363
	Iteration 70Q: 3 clusters Score -3320170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3320171.000000 Penalty: 5083.797363
	Iteration 71Q: 3 clusters Score -3320171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3320170.250000 Penalty: 5083.797363
	Iteration 72Q: 3 clusters Score -3320170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3320177.250000 Penalty: 5083.797363
	Iteration 73Q: 3 clusters Score -3320177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3320183.000000 Penalty: 5083.797363
	Iteration 74Q: 3 clusters Score -3320183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3320181.000000 Penalty: 5083.797363
	Iteration 75Q: 3 clusters Score -3320181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3320177.500000 Penalty: 5083.797363
	Iteration 76Q: 3 clusters Score -3320178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -3320184.250000 Penalty: 5083.797363
	Iteration 77Q: 3 clusters Score -3320184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3320177.250000 Penalty: 5083.797363
	Iteration 78Q: 3 clusters Score -3320177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3320177.000000 Penalty: 5083.797363
	Iteration 79Q: 3 clusters Score -3320177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -3320179.750000 Penalty: 5083.797363
	Iteration 80F: 3 clusters Score -3320180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -3320183.000000 Penalty: 5083.797363
	Iteration 81Q: 3 clusters Score -3320183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -3320176.250000 Penalty: 5083.797363
	Iteration 82Q: 3 clusters Score -3320176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3320174.500000 Penalty: 5083.797363
	Iteration 83Q: 3 clusters Score -3320174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -3320174.500000 Penalty: 5083.797363
	Iteration 84F: 3 clusters Score -3320174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Entering Unmasked Estep 
Score: -981962.750000 Penalty: 2248.312744
	Iteration 0F: 2 clusters Score -981962.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -975114.437500 Penalty: 4496.625488
	Iteration 0F: 3 clusters Score -975114.4 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -977080.250000 Penalty: 4496.625488
	Iteration 1F: 3 clusters Score -977080.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -977452.750000 Penalty: 4496.625488
	Iteration 2F: 3 clusters Score -977452.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -977760.750000 Penalty: 4496.625488
	Iteration 3F: 3 clusters Score -977760.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -978068.687500 Penalty: 4496.625488
	Iteration 4F: 3 clusters Score -978068.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -978414.687500 Penalty: 4496.625488
	Iteration 5F: 3 clusters Score -978414.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -978813.875000 Penalty: 4496.625488
	Iteration 6F: 3 clusters Score -978813.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -979237.062500 Penalty: 4496.625488
	Iteration 7F: 3 clusters Score -979237.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -979638.562500 Penalty: 4496.625488
	Iteration 8F: 3 clusters Score -979638.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -979991.187500 Penalty: 4496.625488
	Iteration 9Q: 3 clusters Score -979991.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -980225.750000 Penalty: 4496.625488
	Iteration 10Q: 3 clusters Score -980225.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -980347.687500 Penalty: 4496.625488
	Iteration 11Q: 3 clusters Score -980347.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -980421.500000 Penalty: 4496.625488
	Iteration 12Q: 3 clusters Score -980421.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -980459.937500 Penalty: 4496.625488
	Iteration 13Q: 3 clusters Score -980459.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -980479.375000 Penalty: 4496.625488
	Iteration 14Q: 3 clusters Score -980479.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -980495.250000 Penalty: 4496.625488
	Iteration 15Q: 3 clusters Score -980495.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -980507.375000 Penalty: 4496.625488
	Iteration 16Q: 3 clusters Score -980507.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -980518.312500 Penalty: 4496.625488
	Iteration 17Q: 3 clusters Score -980518.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -980527.812500 Penalty: 4496.625488
	Iteration 18Q: 3 clusters Score -980527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -980535.562500 Penalty: 4496.625488
	Iteration 19Q: 3 clusters Score -980535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -980538.687500 Penalty: 4496.625488
	Iteration 20F: 3 clusters Score -980538.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -980540.875000 Penalty: 4496.625488
	Iteration 21Q: 3 clusters Score -980540.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -980544.500000 Penalty: 4496.625488
	Iteration 22Q: 3 clusters Score -980544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -980546.437500 Penalty: 4496.625488
	Iteration 23Q: 3 clusters Score -980546.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -980546.000000 Penalty: 4496.625488
	Iteration 24Q: 3 clusters Score -980546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -980546.625000 Penalty: 4496.625488
	Iteration 25Q: 3 clusters Score -980546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -980547.375000 Penalty: 4496.625488
	Iteration 26Q: 3 clusters Score -980547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -980547.375000 Penalty: 4496.625488
	Iteration 27F: 3 clusters Score -980547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (21342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Entering Unmasked Estep 
Score: -2429719.250000 Penalty: 2472.171143
	Iteration 0F: 2 clusters Score -2429719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2414793.000000 Penalty: 4944.342285
	Iteration 0F: 3 clusters Score -2414793 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2419834.000000 Penalty: 4944.342285
	Iteration 1F: 3 clusters Score -2419834 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2420320.750000 Penalty: 4944.342285
	Iteration 2F: 3 clusters Score -2420321 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2420869.500000 Penalty: 4944.342285
	Iteration 3F: 3 clusters Score -2420870 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2421562.750000 Penalty: 4944.342285
	Iteration 4F: 3 clusters Score -2421563 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2422458.250000 Penalty: 4944.342285
	Iteration 5F: 3 clusters Score -2422458 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2423615.000000 Penalty: 4944.342285
	Iteration 6F: 3 clusters Score -2423615 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2424907.250000 Penalty: 4944.342285
	Iteration 7F: 3 clusters Score -2424907 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2426046.500000 Penalty: 4944.342285
	Iteration 8F: 3 clusters Score -2426046 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2426808.750000 Penalty: 4944.342285
	Iteration 9Q: 3 clusters Score -2426809 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2427196.750000 Penalty: 4944.342285
	Iteration 10Q: 3 clusters Score -2427197 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2427407.250000 Penalty: 4944.342285
	Iteration 11Q: 3 clusters Score -2427407 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -2427480.500000 Penalty: 4944.342285
	Iteration 12Q: 3 clusters Score -2427480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2427525.500000 Penalty: 4944.342285
	Iteration 13Q: 3 clusters Score -2427526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2427561.250000 Penalty: 4944.342285
	Iteration 14Q: 3 clusters Score -2427561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2427581.250000 Penalty: 4944.342285
	Iteration 15Q: 3 clusters Score -2427581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2427597.750000 Penalty: 4944.342285
	Iteration 16Q: 3 clusters Score -2427598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2427613.500000 Penalty: 4944.342285
	Iteration 17Q: 3 clusters Score -2427614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2427620.000000 Penalty: 4944.342285
	Iteration 18Q: 3 clusters Score -2427620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2427626.250000 Penalty: 4944.342285
	Iteration 19Q: 3 clusters Score -2427626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2427626.250000 Penalty: 4944.342285
	Iteration 20F: 3 clusters Score -2427626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2427626.250000 Penalty: 4944.342285
	Iteration 21Q: 3 clusters Score -2427626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2427630.750000 Penalty: 4944.342285
	Iteration 22Q: 3 clusters Score -2427631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2427633.500000 Penalty: 4944.342285
	Iteration 23Q: 3 clusters Score -2427634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2427633.500000 Penalty: 4944.342285
	Iteration 24Q: 3 clusters Score -2427634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2427633.500000 Penalty: 4944.342285
	Iteration 25F: 3 clusters Score -2427634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -18155.417969 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -18155.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17104.466797 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -17104.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17228.064453 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -17228.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17236.085938 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -17236.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17239.857422 Penalty: 2637.787598
	Iteration 3Q: 3 clusters Score -17239.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17239.857422 Penalty: 2637.787598
	Iteration 4F: 3 clusters Score -17239.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (59273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Entering Unmasked Estep 
Score: -6907447.500000 Penalty: 2725.497559
	Iteration 0F: 2 clusters Score -6907448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -6867415.000000 Penalty: 5450.995117
	Iteration 0F: 3 clusters Score -6867415 nChanged 27702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -6883210.500000 Penalty: 5450.995117
	Iteration 1F: 3 clusters Score -6883210 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6884298.000000 Penalty: 5450.995117
	Iteration 2Q: 3 clusters Score -6884298 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -6885810.000000 Penalty: 5450.995117
	Iteration 3F: 3 clusters Score -6885810 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -6888154.000000 Penalty: 5450.995117
	Iteration 4F: 3 clusters Score -6888154 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -6891316.500000 Penalty: 5450.995117
	Iteration 5F: 3 clusters Score -6891316 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -6895112.500000 Penalty: 5450.995117
	Iteration 6F: 3 clusters Score -6895112 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -6898916.000000 Penalty: 5450.995117
	Iteration 7F: 3 clusters Score -6898916 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6901834.500000 Penalty: 5450.995117
	Iteration 8F: 3 clusters Score -6901834 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6903444.000000 Penalty: 5450.995117
	Iteration 9Q: 3 clusters Score -6903444 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6904266.500000 Penalty: 5450.995117
	Iteration 10Q: 3 clusters Score -6904266 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58521 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6904676.000000 Penalty: 5450.995117
	Iteration 11Q: 3 clusters Score -6904676 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6904871.000000 Penalty: 5450.995117
	Iteration 12Q: 3 clusters Score -6904871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6904957.000000 Penalty: 5450.995117
	Iteration 13Q: 3 clusters Score -6904957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6905036.000000 Penalty: 5450.995117
	Iteration 14Q: 3 clusters Score -6905036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6905080.500000 Penalty: 5450.995117
	Iteration 15Q: 3 clusters Score -6905080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6905119.000000 Penalty: 5450.995117
	Iteration 16Q: 3 clusters Score -6905119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6905133.500000 Penalty: 5450.995117
	Iteration 17Q: 3 clusters Score -6905134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6905143.500000 Penalty: 5450.995117
	Iteration 18Q: 3 clusters Score -6905144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6905150.000000 Penalty: 5450.995117
	Iteration 19Q: 3 clusters Score -6905150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6905166.500000 Penalty: 5450.995117
	Iteration 20F: 3 clusters Score -6905166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6905177.000000 Penalty: 5450.995117
	Iteration 21Q: 3 clusters Score -6905177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6905177.500000 Penalty: 5450.995117
	Iteration 22Q: 3 clusters Score -6905178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6905179.500000 Penalty: 5450.995117
	Iteration 23Q: 3 clusters Score -6905180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6905184.000000 Penalty: 5450.995117
	Iteration 24Q: 3 clusters Score -6905184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6905185.500000 Penalty: 5450.995117
	Iteration 25Q: 3 clusters Score -6905186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6905189.500000 Penalty: 5450.995117
	Iteration 26Q: 3 clusters Score -6905190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6905188.500000 Penalty: 5450.995117
	Iteration 27Q: 3 clusters Score -6905188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6905192.500000 Penalty: 5450.995117
	Iteration 28Q: 3 clusters Score -6905192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6905201.000000 Penalty: 5450.995117
	Iteration 29Q: 3 clusters Score -6905201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6905201.000000 Penalty: 5450.995117
	Iteration 30Q: 3 clusters Score -6905201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6905201.000000 Penalty: 5450.995117
	Iteration 31F: 3 clusters Score -6905201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 9866 members 
Mstep: Class 3 contains 179636 members 
Mstep: Class 4 contains 201952 members 
Mstep: Class 5 contains 24008 members 
Mstep: Class 6 contains 172506 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10908 members 
Mstep: Class 9 contains 246746 members 
Mstep: Class 10 contains 15046 members 
Mstep: Class 11 contains 61474 members 
Mstep: Class 12 contains 42144 members 
Mstep: Class 13 contains 21363 members 
Mstep: Class 14 contains 42223 members 
Mstep: Class 15 contains 44990 members 
Mstep: Class 16 contains 196366 members 
Mstep: Class 17 contains 11083 members 
Mstep: Class 18 contains 32695 members 
Mstep: Class 19 contains 107026 members 
Mstep: Class 20 contains 28199 members 
Mstep: Class 21 contains 21444 members 
Mstep: Class 22 contains 21026 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 126288 members 
Mstep: Class 26 contains 14233 members 
Mstep: Class 27 contains 21501 members 
Mstep: Class 28 contains 1728 members 
Mstep: Class 29 contains 52741 members 
Mstep: Class 30 contains 9832 members 
Mstep: Class 31 contains 10700 members 
Mstep: Class 32 contains 112678 members 
Mstep: Class 33 contains 3693 members 
Mstep: Class 34 contains 6866 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1643 members 
Mstep: Class 37 contains 28271 members 
Mstep: Class 38 contains 8654 members 
Mstep: Class 39 contains 21342 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948688.000000 Penalty: 147590.875000
Iteration 119Q: 42 clusters Score -2.259487e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 179606 members 
Mstep: Class 4 contains 202008 members 
Mstep: Class 5 contains 24000 members 
Mstep: Class 6 contains 172947 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10895 members 
Mstep: Class 9 contains 246985 members 
Mstep: Class 10 contains 15051 members 
Mstep: Class 11 contains 61471 members 
Mstep: Class 12 contains 42182 members 
Mstep: Class 13 contains 21388 members 
Mstep: Class 14 contains 42225 members 
Mstep: Class 15 contains 44334 members 
Mstep: Class 16 contains 196429 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 32699 members 
Mstep: Class 19 contains 107056 members 
Mstep: Class 20 contains 28145 members 
Mstep: Class 21 contains 21466 members 
Mstep: Class 22 contains 21007 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 126272 members 
Mstep: Class 26 contains 14235 members 
Mstep: Class 27 contains 21324 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 52659 members 
Mstep: Class 30 contains 9839 members 
Mstep: Class 31 contains 10709 members 
Mstep: Class 32 contains 112396 members 
Mstep: Class 33 contains 3697 members 
Mstep: Class 34 contains 6881 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1638 members 
Mstep: Class 37 contains 28611 members 
Mstep: Class 38 contains 8727 members 
Mstep: Class 39 contains 21341 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948544.000000 Penalty: 147590.875000
Iteration 120F: 42 clusters Score -2.259485e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 179587 members 
Mstep: Class 4 contains 202076 members 
Mstep: Class 5 contains 23994 members 
Mstep: Class 6 contains 173394 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10874 members 
Mstep: Class 9 contains 247162 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 61470 members 
Mstep: Class 12 contains 42208 members 
Mstep: Class 13 contains 21428 members 
Mstep: Class 14 contains 42220 members 
Mstep: Class 15 contains 43721 members 
Mstep: Class 16 contains 196464 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 32697 members 
Mstep: Class 19 contains 107093 members 
Mstep: Class 20 contains 28067 members 
Mstep: Class 21 contains 21481 members 
Mstep: Class 22 contains 20979 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 126270 members 
Mstep: Class 26 contains 14236 members 
Mstep: Class 27 contains 21204 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 52546 members 
Mstep: Class 30 contains 9837 members 
Mstep: Class 31 contains 10718 members 
Mstep: Class 32 contains 112157 members 
Mstep: Class 33 contains 3699 members 
Mstep: Class 34 contains 6898 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 28938 members 
Mstep: Class 38 contains 8815 members 
Mstep: Class 39 contains 21343 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948208.000000 Penalty: 147590.875000
Iteration 121Q: 42 clusters Score -2.259482e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 179562 members 
Mstep: Class 4 contains 202138 members 
Mstep: Class 5 contains 23980 members 
Mstep: Class 6 contains 173751 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10859 members 
Mstep: Class 9 contains 247315 members 
Mstep: Class 10 contains 15051 members 
Mstep: Class 11 contains 61463 members 
Mstep: Class 12 contains 42218 members 
Mstep: Class 13 contains 21489 members 
Mstep: Class 14 contains 42228 members 
Mstep: Class 15 contains 43158 members 
Mstep: Class 16 contains 196526 members 
Mstep: Class 17 contains 11106 members 
Mstep: Class 18 contains 32695 members 
Mstep: Class 19 contains 107133 members 
Mstep: Class 20 contains 27984 members 
Mstep: Class 21 contains 21488 members 
Mstep: Class 22 contains 20942 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5552 members 
Mstep: Class 25 contains 126280 members 
Mstep: Class 26 contains 14243 members 
Mstep: Class 27 contains 21109 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 52463 members 
Mstep: Class 30 contains 9831 members 
Mstep: Class 31 contains 10727 members 
Mstep: Class 32 contains 111922 members 
Mstep: Class 33 contains 3700 members 
Mstep: Class 34 contains 6916 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1637 members 
Mstep: Class 37 contains 29251 members 
Mstep: Class 38 contains 8904 members 
Mstep: Class 39 contains 21342 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948288.000000 Penalty: 147590.875000
Iteration 122Q: 42 clusters Score -2.259483e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 9837 members 
Mstep: Class 3 contains 179564 members 
Mstep: Class 4 contains 202236 members 
Mstep: Class 5 contains 23960 members 
Mstep: Class 6 contains 174081 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10842 members 
Mstep: Class 9 contains 247371 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 61461 members 
Mstep: Class 12 contains 42225 members 
Mstep: Class 13 contains 21563 members 
Mstep: Class 14 contains 42232 members 
Mstep: Class 15 contains 42631 members 
Mstep: Class 16 contains 196537 members 
Mstep: Class 17 contains 11116 members 
Mstep: Class 18 contains 32686 members 
Mstep: Class 19 contains 107172 members 
Mstep: Class 20 contains 27915 members 
Mstep: Class 21 contains 21503 members 
Mstep: Class 22 contains 20900 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 126258 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 21007 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 52383 members 
Mstep: Class 30 contains 9825 members 
Mstep: Class 31 contains 10736 members 
Mstep: Class 32 contains 111726 members 
Mstep: Class 33 contains 3704 members 
Mstep: Class 34 contains 6943 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1639 members 
Mstep: Class 37 contains 29593 members 
Mstep: Class 38 contains 9010 members 
Mstep: Class 39 contains 21343 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948400.000000 Penalty: 147590.875000
Iteration 123Q: 42 clusters Score -2.259484e+08 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 9828 members 
Mstep: Class 3 contains 179545 members 
Mstep: Class 4 contains 202330 members 
Mstep: Class 5 contains 23934 members 
Mstep: Class 6 contains 174445 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10839 members 
Mstep: Class 9 contains 247391 members 
Mstep: Class 10 contains 15052 members 
Mstep: Class 11 contains 61461 members 
Mstep: Class 12 contains 42238 members 
Mstep: Class 13 contains 21628 members 
Mstep: Class 14 contains 42227 members 
Mstep: Class 15 contains 42104 members 
Mstep: Class 16 contains 196569 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 32661 members 
Mstep: Class 19 contains 107207 members 
Mstep: Class 20 contains 27842 members 
Mstep: Class 21 contains 21510 members 
Mstep: Class 22 contains 20857 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 126236 members 
Mstep: Class 26 contains 14264 members 
Mstep: Class 27 contains 20941 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 52281 members 
Mstep: Class 30 contains 9824 members 
Mstep: Class 31 contains 10746 members 
Mstep: Class 32 contains 111578 members 
Mstep: Class 33 contains 3703 members 
Mstep: Class 34 contains 6977 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1637 members 
Mstep: Class 37 contains 29916 members 
Mstep: Class 38 contains 9098 members 
Mstep: Class 39 contains 21342 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948768.000000 Penalty: 147590.875000
Iteration 124Q: 42 clusters Score -2.259488e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 179542 members 
Mstep: Class 4 contains 202406 members 
Mstep: Class 5 contains 23922 members 
Mstep: Class 6 contains 174758 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10838 members 
Mstep: Class 9 contains 247419 members 
Mstep: Class 10 contains 15053 members 
Mstep: Class 11 contains 61459 members 
Mstep: Class 12 contains 42253 members 
Mstep: Class 13 contains 21662 members 
Mstep: Class 14 contains 42217 members 
Mstep: Class 15 contains 41623 members 
Mstep: Class 16 contains 196587 members 
Mstep: Class 17 contains 11129 members 
Mstep: Class 18 contains 32647 members 
Mstep: Class 19 contains 107245 members 
Mstep: Class 20 contains 27779 members 
Mstep: Class 21 contains 21507 members 
Mstep: Class 22 contains 20825 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 126224 members 
Mstep: Class 26 contains 14269 members 
Mstep: Class 27 contains 20883 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 52188 members 
Mstep: Class 30 contains 9817 members 
Mstep: Class 31 contains 10755 members 
Mstep: Class 32 contains 111427 members 
Mstep: Class 33 contains 3708 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1635 members 
Mstep: Class 37 contains 30217 members 
Mstep: Class 38 contains 9216 members 
Mstep: Class 39 contains 21347 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949152.000000 Penalty: 147590.875000
Iteration 125Q: 42 clusters Score -2.259492e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 179512 members 
Mstep: Class 4 contains 202488 members 
Mstep: Class 5 contains 23904 members 
Mstep: Class 6 contains 175060 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10829 members 
Mstep: Class 9 contains 247445 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 61460 members 
Mstep: Class 12 contains 42269 members 
Mstep: Class 13 contains 21723 members 
Mstep: Class 14 contains 42207 members 
Mstep: Class 15 contains 41157 members 
Mstep: Class 16 contains 196612 members 
Mstep: Class 17 contains 11134 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 107273 members 
Mstep: Class 20 contains 27719 members 
Mstep: Class 21 contains 21517 members 
Mstep: Class 22 contains 20786 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5497 members 
Mstep: Class 25 contains 126206 members 
Mstep: Class 26 contains 14274 members 
Mstep: Class 27 contains 20862 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 52095 members 
Mstep: Class 30 contains 9822 members 
Mstep: Class 31 contains 10764 members 
Mstep: Class 32 contains 111273 members 
Mstep: Class 33 contains 3715 members 
Mstep: Class 34 contains 7034 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 30490 members 
Mstep: Class 38 contains 9326 members 
Mstep: Class 39 contains 21349 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949312.000000 Penalty: 147590.875000
Iteration 126Q: 42 clusters Score -2.259493e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 9788 members 
Mstep: Class 3 contains 179487 members 
Mstep: Class 4 contains 202587 members 
Mstep: Class 5 contains 23887 members 
Mstep: Class 6 contains 175290 members 
Mstep: Class 7 contains 1438 members 
Mstep: Class 8 contains 10817 members 
Mstep: Class 9 contains 247483 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 61458 members 
Mstep: Class 12 contains 42282 members 
Mstep: Class 13 contains 21785 members 
Mstep: Class 14 contains 42200 members 
Mstep: Class 15 contains 40703 members 
Mstep: Class 16 contains 196663 members 
Mstep: Class 17 contains 11143 members 
Mstep: Class 18 contains 32597 members 
Mstep: Class 19 contains 107289 members 
Mstep: Class 20 contains 27662 members 
Mstep: Class 21 contains 21529 members 
Mstep: Class 22 contains 20744 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5491 members 
Mstep: Class 25 contains 126196 members 
Mstep: Class 26 contains 14284 members 
Mstep: Class 27 contains 20854 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 52032 members 
Mstep: Class 30 contains 9827 members 
Mstep: Class 31 contains 10774 members 
Mstep: Class 32 contains 111131 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 7059 members 
Mstep: Class 35 contains 891 members 
Mstep: Class 36 contains 1635 members 
Mstep: Class 37 contains 30732 members 
Mstep: Class 38 contains 9413 members 
Mstep: Class 39 contains 21350 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949456.000000 Penalty: 147590.875000
Iteration 127Q: 42 clusters Score -2.259495e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 9780 members 
Mstep: Class 3 contains 179446 members 
Mstep: Class 4 contains 202715 members 
Mstep: Class 5 contains 23874 members 
Mstep: Class 6 contains 175505 members 
Mstep: Class 7 contains 1439 members 
Mstep: Class 8 contains 10807 members 
Mstep: Class 9 contains 247499 members 
Mstep: Class 10 contains 15056 members 
Mstep: Class 11 contains 61454 members 
Mstep: Class 12 contains 42289 members 
Mstep: Class 13 contains 21846 members 
Mstep: Class 14 contains 42192 members 
Mstep: Class 15 contains 40267 members 
Mstep: Class 16 contains 196662 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 32573 members 
Mstep: Class 19 contains 107304 members 
Mstep: Class 20 contains 27597 members 
Mstep: Class 21 contains 21545 members 
Mstep: Class 22 contains 20721 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5484 members 
Mstep: Class 25 contains 126174 members 
Mstep: Class 26 contains 14294 members 
Mstep: Class 27 contains 20857 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 51984 members 
Mstep: Class 30 contains 9832 members 
Mstep: Class 31 contains 10786 members 
Mstep: Class 32 contains 110978 members 
Mstep: Class 33 contains 3722 members 
Mstep: Class 34 contains 7076 members 
Mstep: Class 35 contains 890 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 30997 members 
Mstep: Class 38 contains 9518 members 
Mstep: Class 39 contains 21351 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949984.000000 Penalty: 147590.875000
Iteration 128Q: 42 clusters Score -2.2595e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 9773 members 
Mstep: Class 3 contains 179394 members 
Mstep: Class 4 contains 202863 members 
Mstep: Class 5 contains 23868 members 
Mstep: Class 6 contains 175620 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 10809 members 
Mstep: Class 9 contains 247513 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 61456 members 
Mstep: Class 12 contains 42283 members 
Mstep: Class 13 contains 21907 members 
Mstep: Class 14 contains 42188 members 
Mstep: Class 15 contains 39837 members 
Mstep: Class 16 contains 196727 members 
Mstep: Class 17 contains 11158 members 
Mstep: Class 18 contains 32557 members 
Mstep: Class 19 contains 107338 members 
Mstep: Class 20 contains 27546 members 
Mstep: Class 21 contains 21554 members 
Mstep: Class 22 contains 20698 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 126153 members 
Mstep: Class 26 contains 14309 members 
Mstep: Class 27 contains 20869 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 51926 members 
Mstep: Class 30 contains 9829 members 
Mstep: Class 31 contains 10794 members 
Mstep: Class 32 contains 110823 members 
Mstep: Class 33 contains 3728 members 
Mstep: Class 34 contains 7088 members 
Mstep: Class 35 contains 888 members 
Mstep: Class 36 contains 1637 members 
Mstep: Class 37 contains 31250 members 
Mstep: Class 38 contains 9632 members 
Mstep: Class 39 contains 21348 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950160.000000 Penalty: 147590.875000
Iteration 129Q: 42 clusters Score -2.259502e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 9776 members 
Mstep: Class 3 contains 179331 members 
Mstep: Class 4 contains 203037 members 
Mstep: Class 5 contains 23859 members 
Mstep: Class 6 contains 175732 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10806 members 
Mstep: Class 9 contains 247541 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 11 contains 61450 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 21982 members 
Mstep: Class 14 contains 42184 members 
Mstep: Class 15 contains 39408 members 
Mstep: Class 16 contains 196828 members 
Mstep: Class 17 contains 11162 members 
Mstep: Class 18 contains 32538 members 
Mstep: Class 19 contains 107368 members 
Mstep: Class 20 contains 27494 members 
Mstep: Class 21 contains 21559 members 
Mstep: Class 22 contains 20662 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5464 members 
Mstep: Class 25 contains 126125 members 
Mstep: Class 26 contains 14315 members 
Mstep: Class 27 contains 20873 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 51862 members 
Mstep: Class 30 contains 9833 members 
Mstep: Class 31 contains 10801 members 
Mstep: Class 32 contains 110692 members 
Mstep: Class 33 contains 3733 members 
Mstep: Class 34 contains 7104 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1639 members 
Mstep: Class 37 contains 31488 members 
Mstep: Class 38 contains 9720 members 
Mstep: Class 39 contains 21345 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949888.000000 Penalty: 147590.875000
Iteration 130Q: 42 clusters Score -2.259499e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 179286 members 
Mstep: Class 4 contains 203229 members 
Mstep: Class 5 contains 23849 members 
Mstep: Class 6 contains 175829 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10808 members 
Mstep: Class 9 contains 247581 members 
Mstep: Class 10 contains 15055 members 
Mstep: Class 11 contains 61448 members 
Mstep: Class 12 contains 42281 members 
Mstep: Class 13 contains 22058 members 
Mstep: Class 14 contains 42180 members 
Mstep: Class 15 contains 38926 members 
Mstep: Class 16 contains 196938 members 
Mstep: Class 17 contains 11173 members 
Mstep: Class 18 contains 32519 members 
Mstep: Class 19 contains 107397 members 
Mstep: Class 20 contains 27433 members 
Mstep: Class 21 contains 21559 members 
Mstep: Class 22 contains 20607 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5460 members 
Mstep: Class 25 contains 126110 members 
Mstep: Class 26 contains 14326 members 
Mstep: Class 27 contains 20879 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 51810 members 
Mstep: Class 30 contains 9832 members 
Mstep: Class 31 contains 10809 members 
Mstep: Class 32 contains 110562 members 
Mstep: Class 33 contains 3735 members 
Mstep: Class 34 contains 7117 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1636 members 
Mstep: Class 37 contains 31707 members 
Mstep: Class 38 contains 9821 members 
Mstep: Class 39 contains 21347 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949664.000000 Penalty: 147590.875000
Iteration 131Q: 42 clusters Score -2.259497e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 9780 members 
Mstep: Class 3 contains 179242 members 
Mstep: Class 4 contains 203398 members 
Mstep: Class 5 contains 23841 members 
Mstep: Class 6 contains 175897 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10804 members 
Mstep: Class 9 contains 247595 members 
Mstep: Class 10 contains 15060 members 
Mstep: Class 11 contains 61444 members 
Mstep: Class 12 contains 42283 members 
Mstep: Class 13 contains 22155 members 
Mstep: Class 14 contains 42176 members 
Mstep: Class 15 contains 38465 members 
Mstep: Class 16 contains 197037 members 
Mstep: Class 17 contains 11186 members 
Mstep: Class 18 contains 32504 members 
Mstep: Class 19 contains 107433 members 
Mstep: Class 20 contains 27364 members 
Mstep: Class 21 contains 21560 members 
Mstep: Class 22 contains 20548 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5458 members 
Mstep: Class 25 contains 126094 members 
Mstep: Class 26 contains 14338 members 
Mstep: Class 27 contains 20880 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 51770 members 
Mstep: Class 30 contains 9833 members 
Mstep: Class 31 contains 10818 members 
Mstep: Class 32 contains 110438 members 
Mstep: Class 33 contains 3737 members 
Mstep: Class 34 contains 7129 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1629 members 
Mstep: Class 37 contains 31937 members 
Mstep: Class 38 contains 9922 members 
Mstep: Class 39 contains 21351 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 59018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949712.000000 Penalty: 147590.875000
Iteration 132Q: 42 clusters Score -2.259497e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 9778 members 
Mstep: Class 3 contains 179180 members 
Mstep: Class 4 contains 203560 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 176026 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10794 members 
Mstep: Class 9 contains 247566 members 
Mstep: Class 10 contains 15062 members 
Mstep: Class 11 contains 61444 members 
Mstep: Class 12 contains 42277 members 
Mstep: Class 13 contains 22278 members 
Mstep: Class 14 contains 42166 members 
Mstep: Class 15 contains 37970 members 
Mstep: Class 16 contains 197156 members 
Mstep: Class 17 contains 11194 members 
Mstep: Class 18 contains 32483 members 
Mstep: Class 19 contains 107460 members 
Mstep: Class 20 contains 27318 members 
Mstep: Class 21 contains 21561 members 
Mstep: Class 22 contains 20500 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5457 members 
Mstep: Class 25 contains 126087 members 
Mstep: Class 26 contains 14349 members 
Mstep: Class 27 contains 20881 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 51733 members 
Mstep: Class 30 contains 9842 members 
Mstep: Class 31 contains 10825 members 
Mstep: Class 32 contains 110310 members 
Mstep: Class 33 contains 3740 members 
Mstep: Class 34 contains 7136 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1622 members 
Mstep: Class 37 contains 32178 members 
Mstep: Class 38 contains 10014 members 
Mstep: Class 39 contains 21353 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950480.000000 Penalty: 147590.875000
Iteration 133Q: 42 clusters Score -2.259505e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 9776 members 
Mstep: Class 3 contains 179123 members 
Mstep: Class 4 contains 203715 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 176194 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10787 members 
Mstep: Class 9 contains 247536 members 
Mstep: Class 10 contains 15063 members 
Mstep: Class 11 contains 61439 members 
Mstep: Class 12 contains 42261 members 
Mstep: Class 13 contains 22372 members 
Mstep: Class 14 contains 42163 members 
Mstep: Class 15 contains 37488 members 
Mstep: Class 16 contains 197303 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 32455 members 
Mstep: Class 19 contains 107494 members 
Mstep: Class 20 contains 27269 members 
Mstep: Class 21 contains 21554 members 
Mstep: Class 22 contains 20466 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5457 members 
Mstep: Class 25 contains 126074 members 
Mstep: Class 26 contains 14353 members 
Mstep: Class 27 contains 20900 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 51662 members 
Mstep: Class 30 contains 9843 members 
Mstep: Class 31 contains 10827 members 
Mstep: Class 32 contains 110190 members 
Mstep: Class 33 contains 3743 members 
Mstep: Class 34 contains 7139 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1619 members 
Mstep: Class 37 contains 32424 members 
Mstep: Class 38 contains 10092 members 
Mstep: Class 39 contains 21355 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950240.000000 Penalty: 147590.875000
Iteration 134Q: 42 clusters Score -2.259502e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 9772 members 
Mstep: Class 3 contains 179076 members 
Mstep: Class 4 contains 203878 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 176333 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10775 members 
Mstep: Class 9 contains 247525 members 
Mstep: Class 10 contains 15066 members 
Mstep: Class 11 contains 61442 members 
Mstep: Class 12 contains 42239 members 
Mstep: Class 13 contains 22474 members 
Mstep: Class 14 contains 42161 members 
Mstep: Class 15 contains 36996 members 
Mstep: Class 16 contains 197452 members 
Mstep: Class 17 contains 11197 members 
Mstep: Class 18 contains 32436 members 
Mstep: Class 19 contains 107523 members 
Mstep: Class 20 contains 27229 members 
Mstep: Class 21 contains 21557 members 
Mstep: Class 22 contains 20427 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5456 members 
Mstep: Class 25 contains 126063 members 
Mstep: Class 26 contains 14353 members 
Mstep: Class 27 contains 20913 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 51592 members 
Mstep: Class 30 contains 9845 members 
Mstep: Class 31 contains 10831 members 
Mstep: Class 32 contains 110046 members 
Mstep: Class 33 contains 3748 members 
Mstep: Class 34 contains 7139 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1619 members 
Mstep: Class 37 contains 32670 members 
Mstep: Class 38 contains 10188 members 
Mstep: Class 39 contains 21355 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950320.000000 Penalty: 147590.875000
Iteration 135Q: 42 clusters Score -2.259503e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 9765 members 
Mstep: Class 3 contains 179033 members 
Mstep: Class 4 contains 204034 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 176568 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10767 members 
Mstep: Class 9 contains 247514 members 
Mstep: Class 10 contains 15065 members 
Mstep: Class 11 contains 61446 members 
Mstep: Class 12 contains 42210 members 
Mstep: Class 13 contains 22562 members 
Mstep: Class 14 contains 42158 members 
Mstep: Class 15 contains 36481 members 
Mstep: Class 16 contains 197553 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 32415 members 
Mstep: Class 19 contains 107565 members 
Mstep: Class 20 contains 27181 members 
Mstep: Class 21 contains 21554 members 
Mstep: Class 22 contains 20385 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 126048 members 
Mstep: Class 26 contains 14360 members 
Mstep: Class 27 contains 20929 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 51493 members 
Mstep: Class 30 contains 9860 members 
Mstep: Class 31 contains 10833 members 
Mstep: Class 32 contains 109926 members 
Mstep: Class 33 contains 3756 members 
Mstep: Class 34 contains 7139 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1623 members 
Mstep: Class 37 contains 32912 members 
Mstep: Class 38 contains 10270 members 
Mstep: Class 39 contains 21355 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950832.000000 Penalty: 147590.875000
Iteration 136Q: 42 clusters Score -2.259508e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 179020 members 
Mstep: Class 4 contains 204172 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 176772 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10763 members 
Mstep: Class 9 contains 247505 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 61444 members 
Mstep: Class 12 contains 42203 members 
Mstep: Class 13 contains 22643 members 
Mstep: Class 14 contains 42151 members 
Mstep: Class 15 contains 35935 members 
Mstep: Class 16 contains 197715 members 
Mstep: Class 17 contains 11200 members 
Mstep: Class 18 contains 32398 members 
Mstep: Class 19 contains 107593 members 
Mstep: Class 20 contains 27162 members 
Mstep: Class 21 contains 21551 members 
Mstep: Class 22 contains 20347 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 126026 members 
Mstep: Class 26 contains 14369 members 
Mstep: Class 27 contains 20942 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 51411 members 
Mstep: Class 30 contains 9874 members 
Mstep: Class 31 contains 10839 members 
Mstep: Class 32 contains 109792 members 
Mstep: Class 33 contains 3758 members 
Mstep: Class 34 contains 7142 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1619 members 
Mstep: Class 37 contains 33119 members 
Mstep: Class 38 contains 10344 members 
Mstep: Class 39 contains 21358 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950544.000000 Penalty: 147590.875000
Iteration 137Q: 42 clusters Score -2.259505e+08 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 178985 members 
Mstep: Class 4 contains 204329 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 176980 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10761 members 
Mstep: Class 9 contains 247468 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 61442 members 
Mstep: Class 12 contains 42192 members 
Mstep: Class 13 contains 22721 members 
Mstep: Class 14 contains 42142 members 
Mstep: Class 15 contains 35420 members 
Mstep: Class 16 contains 197829 members 
Mstep: Class 17 contains 11203 members 
Mstep: Class 18 contains 32386 members 
Mstep: Class 19 contains 107620 members 
Mstep: Class 20 contains 27152 members 
Mstep: Class 21 contains 21562 members 
Mstep: Class 22 contains 20324 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5448 members 
Mstep: Class 25 contains 126006 members 
Mstep: Class 26 contains 14388 members 
Mstep: Class 27 contains 20955 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 51311 members 
Mstep: Class 30 contains 9881 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 109656 members 
Mstep: Class 33 contains 3762 members 
Mstep: Class 34 contains 7151 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1610 members 
Mstep: Class 37 contains 33317 members 
Mstep: Class 38 contains 10422 members 
Mstep: Class 39 contains 21359 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950624.000000 Penalty: 147590.875000
Iteration 138Q: 42 clusters Score -2.259506e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 178950 members 
Mstep: Class 4 contains 204463 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 177239 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10752 members 
Mstep: Class 9 contains 247436 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 61448 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 22792 members 
Mstep: Class 14 contains 42142 members 
Mstep: Class 15 contains 34941 members 
Mstep: Class 16 contains 197917 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 32375 members 
Mstep: Class 19 contains 107654 members 
Mstep: Class 20 contains 27136 members 
Mstep: Class 21 contains 21556 members 
Mstep: Class 22 contains 20296 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5446 members 
Mstep: Class 25 contains 125988 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 20964 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 51242 members 
Mstep: Class 30 contains 9886 members 
Mstep: Class 31 contains 10852 members 
Mstep: Class 32 contains 109521 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 7158 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1602 members 
Mstep: Class 37 contains 33531 members 
Mstep: Class 38 contains 10479 members 
Mstep: Class 39 contains 21357 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950784.000000 Penalty: 147590.875000
Iteration 139Q: 42 clusters Score -2.259508e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 178921 members 
Mstep: Class 4 contains 204587 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 177511 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10759 members 
Mstep: Class 9 contains 247439 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 61451 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 22855 members 
Mstep: Class 14 contains 42136 members 
Mstep: Class 15 contains 34458 members 
Mstep: Class 16 contains 197990 members 
Mstep: Class 17 contains 11189 members 
Mstep: Class 18 contains 32361 members 
Mstep: Class 19 contains 107687 members 
Mstep: Class 20 contains 27116 members 
Mstep: Class 21 contains 21551 members 
Mstep: Class 22 contains 20265 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5443 members 
Mstep: Class 25 contains 125965 members 
Mstep: Class 26 contains 14399 members 
Mstep: Class 27 contains 20987 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 51205 members 
Mstep: Class 30 contains 9890 members 
Mstep: Class 31 contains 10853 members 
Mstep: Class 32 contains 109395 members 
Mstep: Class 33 contains 3769 members 
Mstep: Class 34 contains 7166 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1595 members 
Mstep: Class 37 contains 33707 members 
Mstep: Class 38 contains 10518 members 
Mstep: Class 39 contains 21357 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951424.000000 Penalty: 147590.875000
Iteration 140F: 42 clusters Score -2.259514e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 9764 members 
Mstep: Class 3 contains 178894 members 
Mstep: Class 4 contains 204749 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 177743 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 247444 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 61454 members 
Mstep: Class 12 contains 42149 members 
Mstep: Class 13 contains 22908 members 
Mstep: Class 14 contains 42133 members 
Mstep: Class 15 contains 33990 members 
Mstep: Class 16 contains 198041 members 
Mstep: Class 17 contains 11187 members 
Mstep: Class 18 contains 32350 members 
Mstep: Class 19 contains 107710 members 
Mstep: Class 20 contains 27097 members 
Mstep: Class 21 contains 21555 members 
Mstep: Class 22 contains 20245 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5445 members 
Mstep: Class 25 contains 125943 members 
Mstep: Class 26 contains 14400 members 
Mstep: Class 27 contains 20991 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 51182 members 
Mstep: Class 30 contains 9888 members 
Mstep: Class 31 contains 10858 members 
Mstep: Class 32 contains 109281 members 
Mstep: Class 33 contains 3772 members 
Mstep: Class 34 contains 7169 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1590 members 
Mstep: Class 37 contains 33875 members 
Mstep: Class 38 contains 10559 members 
Mstep: Class 39 contains 21361 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951728.000000 Penalty: 147590.875000
Iteration 141Q: 42 clusters Score -2.259517e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 9769 members 
Mstep: Class 3 contains 178881 members 
Mstep: Class 4 contains 204936 members 
Mstep: Class 5 contains 23823 members 
Mstep: Class 6 contains 177954 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10750 members 
Mstep: Class 9 contains 247466 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 61457 members 
Mstep: Class 12 contains 42121 members 
Mstep: Class 13 contains 22953 members 
Mstep: Class 14 contains 42132 members 
Mstep: Class 15 contains 33502 members 
Mstep: Class 16 contains 198100 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 32344 members 
Mstep: Class 19 contains 107723 members 
Mstep: Class 20 contains 27065 members 
Mstep: Class 21 contains 21556 members 
Mstep: Class 22 contains 20217 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5445 members 
Mstep: Class 25 contains 125930 members 
Mstep: Class 26 contains 14411 members 
Mstep: Class 27 contains 20997 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 51114 members 
Mstep: Class 30 contains 9886 members 
Mstep: Class 31 contains 10861 members 
Mstep: Class 32 contains 109147 members 
Mstep: Class 33 contains 3776 members 
Mstep: Class 34 contains 7174 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 34065 members 
Mstep: Class 38 contains 10611 members 
Mstep: Class 39 contains 21361 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951872.000000 Penalty: 147590.875000
Iteration 142Q: 42 clusters Score -2.259519e+08 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 9769 members 
Mstep: Class 3 contains 178858 members 
Mstep: Class 4 contains 205091 members 
Mstep: Class 5 contains 23817 members 
Mstep: Class 6 contains 178245 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10732 members 
Mstep: Class 9 contains 247483 members 
Mstep: Class 10 contains 15064 members 
Mstep: Class 11 contains 61461 members 
Mstep: Class 12 contains 42107 members 
Mstep: Class 13 contains 23010 members 
Mstep: Class 14 contains 42128 members 
Mstep: Class 15 contains 33044 members 
Mstep: Class 16 contains 198101 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 32335 members 
Mstep: Class 19 contains 107738 members 
Mstep: Class 20 contains 27036 members 
Mstep: Class 21 contains 21569 members 
Mstep: Class 22 contains 20194 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5441 members 
Mstep: Class 25 contains 125906 members 
Mstep: Class 26 contains 14415 members 
Mstep: Class 27 contains 21011 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 51070 members 
Mstep: Class 30 contains 9883 members 
Mstep: Class 31 contains 10862 members 
Mstep: Class 32 contains 109017 members 
Mstep: Class 33 contains 3779 members 
Mstep: Class 34 contains 7183 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 34240 members 
Mstep: Class 38 contains 10654 members 
Mstep: Class 39 contains 21363 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952272.000000 Penalty: 147590.875000
Iteration 143Q: 42 clusters Score -2.259523e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 9773 members 
Mstep: Class 3 contains 178841 members 
Mstep: Class 4 contains 205213 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 178559 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10723 members 
Mstep: Class 9 contains 247523 members 
Mstep: Class 10 contains 15067 members 
Mstep: Class 11 contains 61464 members 
Mstep: Class 12 contains 42084 members 
Mstep: Class 13 contains 23069 members 
Mstep: Class 14 contains 42129 members 
Mstep: Class 15 contains 32574 members 
Mstep: Class 16 contains 198098 members 
Mstep: Class 17 contains 11203 members 
Mstep: Class 18 contains 32324 members 
Mstep: Class 19 contains 107751 members 
Mstep: Class 20 contains 27022 members 
Mstep: Class 21 contains 21568 members 
Mstep: Class 22 contains 20176 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 125875 members 
Mstep: Class 26 contains 14416 members 
Mstep: Class 27 contains 21026 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 51026 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 10864 members 
Mstep: Class 32 contains 108855 members 
Mstep: Class 33 contains 3780 members 
Mstep: Class 34 contains 7194 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1576 members 
Mstep: Class 37 contains 34415 members 
Mstep: Class 38 contains 10721 members 
Mstep: Class 39 contains 21363 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952432.000000 Penalty: 147590.875000
Iteration 144Q: 42 clusters Score -2.259524e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 178809 members 
Mstep: Class 4 contains 205396 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 178804 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10725 members 
Mstep: Class 9 contains 247538 members 
Mstep: Class 10 contains 15070 members 
Mstep: Class 11 contains 61459 members 
Mstep: Class 12 contains 42058 members 
Mstep: Class 13 contains 23141 members 
Mstep: Class 14 contains 42129 members 
Mstep: Class 15 contains 32111 members 
Mstep: Class 16 contains 198129 members 
Mstep: Class 17 contains 11210 members 
Mstep: Class 18 contains 32303 members 
Mstep: Class 19 contains 107759 members 
Mstep: Class 20 contains 26996 members 
Mstep: Class 21 contains 21573 members 
Mstep: Class 22 contains 20164 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5439 members 
Mstep: Class 25 contains 125846 members 
Mstep: Class 26 contains 14412 members 
Mstep: Class 27 contains 21038 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 50969 members 
Mstep: Class 30 contains 9882 members 
Mstep: Class 31 contains 10866 members 
Mstep: Class 32 contains 108715 members 
Mstep: Class 33 contains 3783 members 
Mstep: Class 34 contains 7207 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1571 members 
Mstep: Class 37 contains 34589 members 
Mstep: Class 38 contains 10781 members 
Mstep: Class 39 contains 21365 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952160.000000 Penalty: 147590.875000
Iteration 145Q: 42 clusters Score -2.259522e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 178789 members 
Mstep: Class 4 contains 205554 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 179006 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10730 members 
Mstep: Class 9 contains 247553 members 
Mstep: Class 10 contains 15073 members 
Mstep: Class 11 contains 61457 members 
Mstep: Class 12 contains 42043 members 
Mstep: Class 13 contains 23203 members 
Mstep: Class 14 contains 42127 members 
Mstep: Class 15 contains 31689 members 
Mstep: Class 16 contains 198144 members 
Mstep: Class 17 contains 11210 members 
Mstep: Class 18 contains 32282 members 
Mstep: Class 19 contains 107765 members 
Mstep: Class 20 contains 26972 members 
Mstep: Class 21 contains 21573 members 
Mstep: Class 22 contains 20152 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5436 members 
Mstep: Class 25 contains 125843 members 
Mstep: Class 26 contains 14417 members 
Mstep: Class 27 contains 21050 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 50922 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 10868 members 
Mstep: Class 32 contains 108594 members 
Mstep: Class 33 contains 3785 members 
Mstep: Class 34 contains 7216 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 34748 members 
Mstep: Class 38 contains 10846 members 
Mstep: Class 39 contains 21368 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951856.000000 Penalty: 147590.875000
Iteration 146Q: 42 clusters Score -2.259519e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 178775 members 
Mstep: Class 4 contains 205701 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 179261 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10733 members 
Mstep: Class 9 contains 247536 members 
Mstep: Class 10 contains 15075 members 
Mstep: Class 11 contains 61456 members 
Mstep: Class 12 contains 42026 members 
Mstep: Class 13 contains 23268 members 
Mstep: Class 14 contains 42129 members 
Mstep: Class 15 contains 31255 members 
Mstep: Class 16 contains 198163 members 
Mstep: Class 17 contains 11216 members 
Mstep: Class 18 contains 32260 members 
Mstep: Class 19 contains 107776 members 
Mstep: Class 20 contains 26964 members 
Mstep: Class 21 contains 21575 members 
Mstep: Class 22 contains 20140 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 125823 members 
Mstep: Class 26 contains 14424 members 
Mstep: Class 27 contains 21060 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 50854 members 
Mstep: Class 30 contains 9882 members 
Mstep: Class 31 contains 10872 members 
Mstep: Class 32 contains 108482 members 
Mstep: Class 33 contains 3786 members 
Mstep: Class 34 contains 7221 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 34891 members 
Mstep: Class 38 contains 10908 members 
Mstep: Class 39 contains 21369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952096.000000 Penalty: 147590.875000
Iteration 147Q: 42 clusters Score -2.259521e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 178753 members 
Mstep: Class 4 contains 205863 members 
Mstep: Class 5 contains 23802 members 
Mstep: Class 6 contains 179533 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10742 members 
Mstep: Class 9 contains 247508 members 
Mstep: Class 10 contains 15076 members 
Mstep: Class 11 contains 61450 members 
Mstep: Class 12 contains 42016 members 
Mstep: Class 13 contains 23338 members 
Mstep: Class 14 contains 42130 members 
Mstep: Class 15 contains 30854 members 
Mstep: Class 16 contains 198079 members 
Mstep: Class 17 contains 11219 members 
Mstep: Class 18 contains 32240 members 
Mstep: Class 19 contains 107781 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 21 contains 21583 members 
Mstep: Class 22 contains 20135 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5436 members 
Mstep: Class 25 contains 125807 members 
Mstep: Class 26 contains 14433 members 
Mstep: Class 27 contains 21074 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 50802 members 
Mstep: Class 30 contains 9884 members 
Mstep: Class 31 contains 10874 members 
Mstep: Class 32 contains 108365 members 
Mstep: Class 33 contains 3788 members 
Mstep: Class 34 contains 7227 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 35037 members 
Mstep: Class 38 contains 10977 members 
Mstep: Class 39 contains 21369 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952160.000000 Penalty: 147590.875000
Iteration 148Q: 42 clusters Score -2.259522e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 9769 members 
Mstep: Class 3 contains 178749 members 
Mstep: Class 4 contains 206068 members 
Mstep: Class 5 contains 23803 members 
Mstep: Class 6 contains 179808 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10748 members 
Mstep: Class 9 contains 247505 members 
Mstep: Class 10 contains 15076 members 
Mstep: Class 11 contains 61450 members 
Mstep: Class 12 contains 41986 members 
Mstep: Class 13 contains 23392 members 
Mstep: Class 14 contains 42129 members 
Mstep: Class 15 contains 30477 members 
Mstep: Class 16 contains 197984 members 
Mstep: Class 17 contains 11219 members 
Mstep: Class 18 contains 32211 members 
Mstep: Class 19 contains 107782 members 
Mstep: Class 20 contains 26939 members 
Mstep: Class 21 contains 21574 members 
Mstep: Class 22 contains 20118 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5436 members 
Mstep: Class 25 contains 125779 members 
Mstep: Class 26 contains 14443 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 50743 members 
Mstep: Class 30 contains 9887 members 
Mstep: Class 31 contains 10877 members 
Mstep: Class 32 contains 108278 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 7230 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 35162 members 
Mstep: Class 38 contains 11045 members 
Mstep: Class 39 contains 21371 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952496.000000 Penalty: 147590.875000
Iteration 149Q: 42 clusters Score -2.259525e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 9766 members 
Mstep: Class 3 contains 178735 members 
Mstep: Class 4 contains 206258 members 
Mstep: Class 5 contains 23799 members 
Mstep: Class 6 contains 180126 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10748 members 
Mstep: Class 9 contains 247515 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 61450 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 23456 members 
Mstep: Class 14 contains 42125 members 
Mstep: Class 15 contains 30088 members 
Mstep: Class 16 contains 197856 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 32184 members 
Mstep: Class 19 contains 107777 members 
Mstep: Class 20 contains 26921 members 
Mstep: Class 21 contains 21576 members 
Mstep: Class 22 contains 20104 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 125740 members 
Mstep: Class 26 contains 14444 members 
Mstep: Class 27 contains 21107 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 50697 members 
Mstep: Class 30 contains 9900 members 
Mstep: Class 31 contains 10880 members 
Mstep: Class 32 contains 108191 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 7234 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1556 members 
Mstep: Class 37 contains 35263 members 
Mstep: Class 38 contains 11114 members 
Mstep: Class 39 contains 21372 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952768.000000 Penalty: 147590.875000
Iteration 150Q: 42 clusters Score -2.259528e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 9767 members 
Mstep: Class 3 contains 178703 members 
Mstep: Class 4 contains 206456 members 
Mstep: Class 5 contains 23790 members 
Mstep: Class 6 contains 180486 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10747 members 
Mstep: Class 9 contains 247543 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 61452 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 23512 members 
Mstep: Class 14 contains 42123 members 
Mstep: Class 15 contains 29615 members 
Mstep: Class 16 contains 197745 members 
Mstep: Class 17 contains 11220 members 
Mstep: Class 18 contains 32146 members 
Mstep: Class 19 contains 107771 members 
Mstep: Class 20 contains 26898 members 
Mstep: Class 21 contains 21580 members 
Mstep: Class 22 contains 20092 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 125729 members 
Mstep: Class 26 contains 14443 members 
Mstep: Class 27 contains 21131 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 50659 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 10883 members 
Mstep: Class 32 contains 108096 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 7242 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 35364 members 
Mstep: Class 38 contains 11190 members 
Mstep: Class 39 contains 21372 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952624.000000 Penalty: 147590.875000
Iteration 151Q: 42 clusters Score -2.259526e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 9761 members 
Mstep: Class 3 contains 178684 members 
Mstep: Class 4 contains 206680 members 
Mstep: Class 5 contains 23783 members 
Mstep: Class 6 contains 180805 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10741 members 
Mstep: Class 9 contains 247555 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 61454 members 
Mstep: Class 12 contains 41969 members 
Mstep: Class 13 contains 23557 members 
Mstep: Class 14 contains 42119 members 
Mstep: Class 15 contains 29174 members 
Mstep: Class 16 contains 197617 members 
Mstep: Class 17 contains 11218 members 
Mstep: Class 18 contains 32115 members 
Mstep: Class 19 contains 107763 members 
Mstep: Class 20 contains 26883 members 
Mstep: Class 21 contains 21576 members 
Mstep: Class 22 contains 20076 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 125721 members 
Mstep: Class 26 contains 14449 members 
Mstep: Class 27 contains 21155 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 50620 members 
Mstep: Class 30 contains 9924 members 
Mstep: Class 31 contains 10886 members 
Mstep: Class 32 contains 108017 members 
Mstep: Class 33 contains 3791 members 
Mstep: Class 34 contains 7247 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 35455 members 
Mstep: Class 38 contains 11272 members 
Mstep: Class 39 contains 21373 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952672.000000 Penalty: 147590.875000
Iteration 152Q: 42 clusters Score -2.259527e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 178657 members 
Mstep: Class 4 contains 206891 members 
Mstep: Class 5 contains 23781 members 
Mstep: Class 6 contains 181179 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10725 members 
Mstep: Class 9 contains 247562 members 
Mstep: Class 10 contains 15078 members 
Mstep: Class 11 contains 61455 members 
Mstep: Class 12 contains 41981 members 
Mstep: Class 13 contains 23597 members 
Mstep: Class 14 contains 42114 members 
Mstep: Class 15 contains 28740 members 
Mstep: Class 16 contains 197416 members 
Mstep: Class 17 contains 11221 members 
Mstep: Class 18 contains 32096 members 
Mstep: Class 19 contains 107764 members 
Mstep: Class 20 contains 26870 members 
Mstep: Class 21 contains 21590 members 
Mstep: Class 22 contains 20067 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5439 members 
Mstep: Class 25 contains 125715 members 
Mstep: Class 26 contains 14459 members 
Mstep: Class 27 contains 21174 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 50554 members 
Mstep: Class 30 contains 9945 members 
Mstep: Class 31 contains 10889 members 
Mstep: Class 32 contains 107954 members 
Mstep: Class 33 contains 3791 members 
Mstep: Class 34 contains 7252 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 35519 members 
Mstep: Class 38 contains 11368 members 
Mstep: Class 39 contains 21372 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953472.000000 Penalty: 147590.875000
Iteration 153Q: 42 clusters Score -2.259535e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 178647 members 
Mstep: Class 4 contains 207135 members 
Mstep: Class 5 contains 23779 members 
Mstep: Class 6 contains 181503 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10711 members 
Mstep: Class 9 contains 247555 members 
Mstep: Class 10 contains 15079 members 
Mstep: Class 11 contains 61452 members 
Mstep: Class 12 contains 41980 members 
Mstep: Class 13 contains 23641 members 
Mstep: Class 14 contains 42113 members 
Mstep: Class 15 contains 28316 members 
Mstep: Class 16 contains 197218 members 
Mstep: Class 17 contains 11230 members 
Mstep: Class 18 contains 32074 members 
Mstep: Class 19 contains 107778 members 
Mstep: Class 20 contains 26874 members 
Mstep: Class 21 contains 21601 members 
Mstep: Class 22 contains 20050 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5439 members 
Mstep: Class 25 contains 125683 members 
Mstep: Class 26 contains 14454 members 
Mstep: Class 27 contains 21190 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 50517 members 
Mstep: Class 30 contains 9976 members 
Mstep: Class 31 contains 10891 members 
Mstep: Class 32 contains 107893 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 7257 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 35579 members 
Mstep: Class 38 contains 11465 members 
Mstep: Class 39 contains 21372 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953312.000000 Penalty: 147590.875000
Iteration 154Q: 42 clusters Score -2.259533e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 9738 members 
Mstep: Class 3 contains 178642 members 
Mstep: Class 4 contains 207386 members 
Mstep: Class 5 contains 23774 members 
Mstep: Class 6 contains 181897 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10693 members 
Mstep: Class 9 contains 247559 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 11 contains 61446 members 
Mstep: Class 12 contains 41975 members 
Mstep: Class 13 contains 23672 members 
Mstep: Class 14 contains 42113 members 
Mstep: Class 15 contains 27943 members 
Mstep: Class 16 contains 196933 members 
Mstep: Class 17 contains 11236 members 
Mstep: Class 18 contains 32055 members 
Mstep: Class 19 contains 107787 members 
Mstep: Class 20 contains 26858 members 
Mstep: Class 21 contains 21596 members 
Mstep: Class 22 contains 20035 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5441 members 
Mstep: Class 25 contains 125661 members 
Mstep: Class 26 contains 14444 members 
Mstep: Class 27 contains 21212 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 50467 members 
Mstep: Class 30 contains 9990 members 
Mstep: Class 31 contains 10890 members 
Mstep: Class 32 contains 107848 members 
Mstep: Class 33 contains 3790 members 
Mstep: Class 34 contains 7262 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 35640 members 
Mstep: Class 38 contains 11555 members 
Mstep: Class 39 contains 21373 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953584.000000 Penalty: 147590.875000
Iteration 155Q: 42 clusters Score -2.259536e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 9735 members 
Mstep: Class 3 contains 178633 members 
Mstep: Class 4 contains 207599 members 
Mstep: Class 5 contains 23771 members 
Mstep: Class 6 contains 182297 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10674 members 
Mstep: Class 9 contains 247570 members 
Mstep: Class 10 contains 15084 members 
Mstep: Class 11 contains 61438 members 
Mstep: Class 12 contains 41978 members 
Mstep: Class 13 contains 23693 members 
Mstep: Class 14 contains 42113 members 
Mstep: Class 15 contains 27593 members 
Mstep: Class 16 contains 196593 members 
Mstep: Class 17 contains 11245 members 
Mstep: Class 18 contains 32038 members 
Mstep: Class 19 contains 107808 members 
Mstep: Class 20 contains 26851 members 
Mstep: Class 21 contains 21595 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5440 members 
Mstep: Class 25 contains 125643 members 
Mstep: Class 26 contains 14446 members 
Mstep: Class 27 contains 21221 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 50426 members 
Mstep: Class 30 contains 10009 members 
Mstep: Class 31 contains 10890 members 
Mstep: Class 32 contains 107794 members 
Mstep: Class 33 contains 3792 members 
Mstep: Class 34 contains 7262 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 35709 members 
Mstep: Class 38 contains 11667 members 
Mstep: Class 39 contains 21372 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953568.000000 Penalty: 147590.875000
Iteration 156Q: 42 clusters Score -2.259536e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 9732 members 
Mstep: Class 3 contains 178600 members 
Mstep: Class 4 contains 207827 members 
Mstep: Class 5 contains 23771 members 
Mstep: Class 6 contains 182635 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10658 members 
Mstep: Class 9 contains 247591 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 11 contains 61430 members 
Mstep: Class 12 contains 41978 members 
Mstep: Class 13 contains 23689 members 
Mstep: Class 14 contains 42114 members 
Mstep: Class 15 contains 27291 members 
Mstep: Class 16 contains 196287 members 
Mstep: Class 17 contains 11260 members 
Mstep: Class 18 contains 32025 members 
Mstep: Class 19 contains 107816 members 
Mstep: Class 20 contains 26846 members 
Mstep: Class 21 contains 21587 members 
Mstep: Class 22 contains 20014 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5439 members 
Mstep: Class 25 contains 125632 members 
Mstep: Class 26 contains 14446 members 
Mstep: Class 27 contains 21229 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 50414 members 
Mstep: Class 30 contains 10019 members 
Mstep: Class 31 contains 10890 members 
Mstep: Class 32 contains 107737 members 
Mstep: Class 33 contains 3793 members 
Mstep: Class 34 contains 7262 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 35774 members 
Mstep: Class 38 contains 11767 members 
Mstep: Class 39 contains 21376 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953792.000000 Penalty: 147590.875000
Iteration 157Q: 42 clusters Score -2.259538e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 9726 members 
Mstep: Class 3 contains 178566 members 
Mstep: Class 4 contains 208021 members 
Mstep: Class 5 contains 23773 members 
Mstep: Class 6 contains 182957 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10638 members 
Mstep: Class 9 contains 247597 members 
Mstep: Class 10 contains 15082 members 
Mstep: Class 11 contains 61427 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 23682 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 27005 members 
Mstep: Class 16 contains 196036 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 32011 members 
Mstep: Class 19 contains 107832 members 
Mstep: Class 20 contains 26854 members 
Mstep: Class 21 contains 21584 members 
Mstep: Class 22 contains 20004 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5438 members 
Mstep: Class 25 contains 125608 members 
Mstep: Class 26 contains 14440 members 
Mstep: Class 27 contains 21255 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 50390 members 
Mstep: Class 30 contains 10032 members 
Mstep: Class 31 contains 10890 members 
Mstep: Class 32 contains 107685 members 
Mstep: Class 33 contains 3795 members 
Mstep: Class 34 contains 7262 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 35837 members 
Mstep: Class 38 contains 11865 members 
Mstep: Class 39 contains 21384 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953600.000000 Penalty: 147590.875000
Iteration 158Q: 42 clusters Score -2.259536e+08 nChanged 3050
Entering ConstructFrom: 
Score: -225953600.000000 Penalty: 147590.875000
Entering ConstructFrom: 
Trying to split cluster 1 (34263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Entering Unmasked Estep 
Score: -4008173.750000 Penalty: 2589.571533
	Iteration 0F: 2 clusters Score -4008174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3984956.750000 Penalty: 5179.143066
	Iteration 0F: 3 clusters Score -3984957 nChanged 15465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3993293.250000 Penalty: 5179.143066
	Iteration 1F: 3 clusters Score -3993293 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3993740.750000 Penalty: 5179.143066
	Iteration 2Q: 3 clusters Score -3993741 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3994146.250000 Penalty: 5179.143066
	Iteration 3Q: 3 clusters Score -3994146 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3994528.250000 Penalty: 5179.143066
	Iteration 4Q: 3 clusters Score -3994528 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -3994957.000000 Penalty: 5179.143066
	Iteration 5Q: 3 clusters Score -3994957 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3995532.000000 Penalty: 5179.143066
	Iteration 6Q: 3 clusters Score -3995532 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3996326.250000 Penalty: 5179.143066
	Iteration 7Q: 3 clusters Score -3996326 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3997428.000000 Penalty: 5179.143066
	Iteration 8F: 3 clusters Score -3997428 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -3998820.500000 Penalty: 5179.143066
	Iteration 9F: 3 clusters Score -3998820 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -4000524.000000 Penalty: 5179.143066
	Iteration 10F: 3 clusters Score -4000524 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4002238.500000 Penalty: 5179.143066
	Iteration 11F: 3 clusters Score -4002238 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4003707.000000 Penalty: 5179.143066
	Iteration 12Q: 3 clusters Score -4003707 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4004666.000000 Penalty: 5179.143066
	Iteration 13Q: 3 clusters Score -4004666 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4005243.250000 Penalty: 5179.143066
	Iteration 14Q: 3 clusters Score -4005243 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4005518.000000 Penalty: 5179.143066
	Iteration 15Q: 3 clusters Score -4005518 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4005703.750000 Penalty: 5179.143066
	Iteration 16Q: 3 clusters Score -4005704 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4005829.250000 Penalty: 5179.143066
	Iteration 17Q: 3 clusters Score -4005829 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4005894.750000 Penalty: 5179.143066
	Iteration 18Q: 3 clusters Score -4005895 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4005950.250000 Penalty: 5179.143066
	Iteration 19Q: 3 clusters Score -4005950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4005985.000000 Penalty: 5179.143066
	Iteration 20F: 3 clusters Score -4005985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4006027.000000 Penalty: 5179.143066
	Iteration 21Q: 3 clusters Score -4006027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4006057.250000 Penalty: 5179.143066
	Iteration 22Q: 3 clusters Score -4006057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4006077.500000 Penalty: 5179.143066
	Iteration 23Q: 3 clusters Score -4006078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4006081.750000 Penalty: 5179.143066
	Iteration 24Q: 3 clusters Score -4006082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4006089.750000 Penalty: 5179.143066
	Iteration 25Q: 3 clusters Score -4006090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4006097.500000 Penalty: 5179.143066
	Iteration 26Q: 3 clusters Score -4006098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4006103.000000 Penalty: 5179.143066
	Iteration 27Q: 3 clusters Score -4006103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4006102.750000 Penalty: 5179.143066
	Iteration 28Q: 3 clusters Score -4006103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4006103.750000 Penalty: 5179.143066
	Iteration 29Q: 3 clusters Score -4006104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4006103.750000 Penalty: 5179.143066
	Iteration 30F: 3 clusters Score -4006104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -1069524.375000 Penalty: 2276.968018
	Iteration 0F: 2 clusters Score -1069524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1062097.125000 Penalty: 4553.936035
	Iteration 0F: 3 clusters Score -1062097 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1064560.125000 Penalty: 4553.936035
	Iteration 1F: 3 clusters Score -1064560 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1065533.875000 Penalty: 4553.936035
	Iteration 2F: 3 clusters Score -1065534 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1066544.250000 Penalty: 4553.936035
	Iteration 3F: 3 clusters Score -1066544 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1067381.500000 Penalty: 4553.936035
	Iteration 4F: 3 clusters Score -1067382 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1067931.750000 Penalty: 4553.936035
	Iteration 5F: 3 clusters Score -1067932 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1068245.500000 Penalty: 4553.936035
	Iteration 6Q: 3 clusters Score -1068246 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1068451.875000 Penalty: 4553.936035
	Iteration 7Q: 3 clusters Score -1068452 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1068545.500000 Penalty: 4553.936035
	Iteration 8Q: 3 clusters Score -1068546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1068613.250000 Penalty: 4553.936035
	Iteration 9Q: 3 clusters Score -1068613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1068654.000000 Penalty: 4553.936035
	Iteration 10Q: 3 clusters Score -1068654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1068693.875000 Penalty: 4553.936035
	Iteration 11Q: 3 clusters Score -1068694 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1068722.750000 Penalty: 4553.936035
	Iteration 12Q: 3 clusters Score -1068723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1068744.625000 Penalty: 4553.936035
	Iteration 13Q: 3 clusters Score -1068745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1068754.875000 Penalty: 4553.936035
	Iteration 14Q: 3 clusters Score -1068755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1068769.750000 Penalty: 4553.936035
	Iteration 15Q: 3 clusters Score -1068770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1068778.125000 Penalty: 4553.936035
	Iteration 16Q: 3 clusters Score -1068778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1068785.000000 Penalty: 4553.936035
	Iteration 17Q: 3 clusters Score -1068785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1068794.625000 Penalty: 4553.936035
	Iteration 18Q: 3 clusters Score -1068795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1068797.625000 Penalty: 4553.936035
	Iteration 19Q: 3 clusters Score -1068798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1068804.125000 Penalty: 4553.936035
	Iteration 20F: 3 clusters Score -1068804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1068807.125000 Penalty: 4553.936035
	Iteration 21Q: 3 clusters Score -1068807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1068808.500000 Penalty: 4553.936035
	Iteration 22Q: 3 clusters Score -1068808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1068810.875000 Penalty: 4553.936035
	Iteration 23Q: 3 clusters Score -1068811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1068812.500000 Penalty: 4553.936035
	Iteration 24Q: 3 clusters Score -1068812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1068812.625000 Penalty: 4553.936035
	Iteration 25Q: 3 clusters Score -1068813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1068815.875000 Penalty: 4553.936035
	Iteration 26Q: 3 clusters Score -1068816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1068817.625000 Penalty: 4553.936035
	Iteration 27Q: 3 clusters Score -1068818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1068819.750000 Penalty: 4553.936035
	Iteration 28Q: 3 clusters Score -1068820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1068819.875000 Penalty: 4553.936035
	Iteration 29Q: 3 clusters Score -1068820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1068824.125000 Penalty: 4553.936035
	Iteration 30Q: 3 clusters Score -1068824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1068824.375000 Penalty: 4553.936035
	Iteration 31Q: 3 clusters Score -1068824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1068825.125000 Penalty: 4553.936035
	Iteration 32Q: 3 clusters Score -1068825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1068824.000000 Penalty: 4553.936035
	Iteration 33Q: 3 clusters Score -1068824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1068827.125000 Penalty: 4553.936035
	Iteration 34Q: 3 clusters Score -1068827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1068829.500000 Penalty: 4553.936035
	Iteration 35Q: 3 clusters Score -1068830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1068830.625000 Penalty: 4553.936035
	Iteration 36Q: 3 clusters Score -1068831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1068831.125000 Penalty: 4553.936035
	Iteration 37Q: 3 clusters Score -1068831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1068833.625000 Penalty: 4553.936035
	Iteration 38Q: 3 clusters Score -1068834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1068833.625000 Penalty: 4553.936035
	Iteration 39F: 3 clusters Score -1068834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (178537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178537 members 
Entering Unmasked Estep 
Score: -20699804.000000 Penalty: 2998.952637
	Iteration 0F: 2 clusters Score -2.06998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -20580810.000000 Penalty: 5997.905273
	Iteration 0F: 3 clusters Score -2.058081e+07 nChanged 85673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -20630774.000000 Penalty: 5997.905273
	Iteration 1F: 3 clusters Score -2.063077e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -20631858.000000 Penalty: 5997.905273
	Iteration 2Q: 3 clusters Score -2.063186e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94765 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -20633216.000000 Penalty: 5997.905273
	Iteration 3Q: 3 clusters Score -2.063322e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -20635176.000000 Penalty: 5997.905273
	Iteration 4Q: 3 clusters Score -2.063518e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -20638202.000000 Penalty: 5997.905273
	Iteration 5Q: 3 clusters Score -2.06382e+07 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -20642690.000000 Penalty: 5997.905273
	Iteration 6F: 3 clusters Score -2.064269e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -20649776.000000 Penalty: 5997.905273
	Iteration 7F: 3 clusters Score -2.064978e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -20659776.000000 Penalty: 5997.905273
	Iteration 8F: 3 clusters Score -2.065978e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146013 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -20671234.000000 Penalty: 5997.905273
	Iteration 9F: 3 clusters Score -2.067123e+07 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157492 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -20681756.000000 Penalty: 5997.905273
	Iteration 10F: 3 clusters Score -2.068176e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165958 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -20688852.000000 Penalty: 5997.905273
	Iteration 11Q: 3 clusters Score -2.068885e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171256 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -20693150.000000 Penalty: 5997.905273
	Iteration 12Q: 3 clusters Score -2.069315e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174238 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -20695156.000000 Penalty: 5997.905273
	Iteration 13Q: 3 clusters Score -2.069516e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -20696234.000000 Penalty: 5997.905273
	Iteration 14Q: 3 clusters Score -2.069623e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20696812.000000 Penalty: 5997.905273
	Iteration 15Q: 3 clusters Score -2.069681e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177063 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20697120.000000 Penalty: 5997.905273
	Iteration 16Q: 3 clusters Score -2.069712e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20697348.000000 Penalty: 5997.905273
	Iteration 17Q: 3 clusters Score -2.069735e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177303 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20697542.000000 Penalty: 5997.905273
	Iteration 18Q: 3 clusters Score -2.069754e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177287 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -20697694.000000 Penalty: 5997.905273
	Iteration 19Q: 3 clusters Score -2.069769e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20697888.000000 Penalty: 5997.905273
	Iteration 20F: 3 clusters Score -2.069789e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177129 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -20698210.000000 Penalty: 5997.905273
	Iteration 21Q: 3 clusters Score -2.069821e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176972 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -20698590.000000 Penalty: 5997.905273
	Iteration 22Q: 3 clusters Score -2.069859e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -20699266.000000 Penalty: 5997.905273
	Iteration 23Q: 3 clusters Score -2.069927e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176359 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -20700140.000000 Penalty: 5997.905273
	Iteration 24Q: 3 clusters Score -2.070014e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175856 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -20700874.000000 Penalty: 5997.905273
	Iteration 25Q: 3 clusters Score -2.070087e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175344 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -20701316.000000 Penalty: 5997.905273
	Iteration 26Q: 3 clusters Score -2.070132e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174838 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -20701624.000000 Penalty: 5997.905273
	Iteration 27Q: 3 clusters Score -2.070162e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174447 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -20701832.000000 Penalty: 5997.905273
	Iteration 28Q: 3 clusters Score -2.070183e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174108 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -20701936.000000 Penalty: 5997.905273
	Iteration 29Q: 3 clusters Score -2.070194e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173876 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -20701968.000000 Penalty: 5997.905273
	Iteration 30Q: 3 clusters Score -2.070197e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173712 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -20701988.000000 Penalty: 5997.905273
	Iteration 31Q: 3 clusters Score -2.070199e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173584 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -20702002.000000 Penalty: 5997.905273
	Iteration 32Q: 3 clusters Score -2.0702e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -20702022.000000 Penalty: 5997.905273
	Iteration 33Q: 3 clusters Score -2.070202e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173425 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -20702028.000000 Penalty: 5997.905273
	Iteration 34Q: 3 clusters Score -2.070203e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173375 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -20702016.000000 Penalty: 5997.905273
	Iteration 35Q: 3 clusters Score -2.070202e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -20702014.000000 Penalty: 5997.905273
	Iteration 36Q: 3 clusters Score -2.070201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173304 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -20702018.000000 Penalty: 5997.905273
	Iteration 37Q: 3 clusters Score -2.070202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173286 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -20702046.000000 Penalty: 5997.905273
	Iteration 38Q: 3 clusters Score -2.070205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173270 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -20702050.000000 Penalty: 5997.905273
	Iteration 39Q: 3 clusters Score -2.070205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173257 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -20702390.000000 Penalty: 5997.905273
	Iteration 40F: 3 clusters Score -2.070239e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172849 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -20702578.000000 Penalty: 5997.905273
	Iteration 41Q: 3 clusters Score -2.070258e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172482 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -20702746.000000 Penalty: 5997.905273
	Iteration 42Q: 3 clusters Score -2.070275e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -20702836.000000 Penalty: 5997.905273
	Iteration 43Q: 3 clusters Score -2.070284e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171811 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -20702938.000000 Penalty: 5997.905273
	Iteration 44Q: 3 clusters Score -2.070294e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171511 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -20703028.000000 Penalty: 5997.905273
	Iteration 45Q: 3 clusters Score -2.070303e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -20703122.000000 Penalty: 5997.905273
	Iteration 46Q: 3 clusters Score -2.070312e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171064 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -20703130.000000 Penalty: 5997.905273
	Iteration 47Q: 3 clusters Score -2.070313e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170939 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -20703102.000000 Penalty: 5997.905273
	Iteration 48Q: 3 clusters Score -2.07031e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170832 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -20703130.000000 Penalty: 5997.905273
	Iteration 49Q: 3 clusters Score -2.070313e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170737 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -20703118.000000 Penalty: 5997.905273
	Iteration 50Q: 3 clusters Score -2.070312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170649 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -20703102.000000 Penalty: 5997.905273
	Iteration 51Q: 3 clusters Score -2.07031e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -20703094.000000 Penalty: 5997.905273
	Iteration 52Q: 3 clusters Score -2.070309e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170532 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -20703126.000000 Penalty: 5997.905273
	Iteration 53Q: 3 clusters Score -2.070313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170492 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -20703106.000000 Penalty: 5997.905273
	Iteration 54Q: 3 clusters Score -2.070311e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -20703116.000000 Penalty: 5997.905273
	Iteration 55Q: 3 clusters Score -2.070312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -20703102.000000 Penalty: 5997.905273
	Iteration 56Q: 3 clusters Score -2.07031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170407 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -20703102.000000 Penalty: 5997.905273
	Iteration 57Q: 3 clusters Score -2.07031e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -20703110.000000 Penalty: 5997.905273
	Iteration 58Q: 3 clusters Score -2.070311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -20703120.000000 Penalty: 5997.905273
	Iteration 59Q: 3 clusters Score -2.070312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170326 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -20703140.000000 Penalty: 5997.905273
	Iteration 60F: 3 clusters Score -2.070314e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170305 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -20703162.000000 Penalty: 5997.905273
	Iteration 61Q: 3 clusters Score -2.070316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170284 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -20703160.000000 Penalty: 5997.905273
	Iteration 62Q: 3 clusters Score -2.070316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170261 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -20703158.000000 Penalty: 5997.905273
	Iteration 63Q: 3 clusters Score -2.070316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -20703154.000000 Penalty: 5997.905273
	Iteration 64Q: 3 clusters Score -2.070315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170229 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -20703158.000000 Penalty: 5997.905273
	Iteration 65Q: 3 clusters Score -2.070316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170217 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -20703164.000000 Penalty: 5997.905273
	Iteration 66Q: 3 clusters Score -2.070316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170203 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -20703158.000000 Penalty: 5997.905273
	Iteration 67Q: 3 clusters Score -2.070316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170193 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -20703170.000000 Penalty: 5997.905273
	Iteration 68Q: 3 clusters Score -2.070317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -20703154.000000 Penalty: 5997.905273
	Iteration 69Q: 3 clusters Score -2.070315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170179 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -20703142.000000 Penalty: 5997.905273
	Iteration 70Q: 3 clusters Score -2.070314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170168 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -20703172.000000 Penalty: 5997.905273
	Iteration 71Q: 3 clusters Score -2.070317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170159 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -20703172.000000 Penalty: 5997.905273
	Iteration 72Q: 3 clusters Score -2.070317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170154 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -20703164.000000 Penalty: 5997.905273
	Iteration 73Q: 3 clusters Score -2.070316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170152 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -20703160.000000 Penalty: 5997.905273
	Iteration 74Q: 3 clusters Score -2.070316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170149 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -20703154.000000 Penalty: 5997.905273
	Iteration 75Q: 3 clusters Score -2.070315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170146 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -20703160.000000 Penalty: 5997.905273
	Iteration 76Q: 3 clusters Score -2.070316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -20703162.000000 Penalty: 5997.905273
	Iteration 77Q: 3 clusters Score -2.070316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170142 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -20703166.000000 Penalty: 5997.905273
	Iteration 78Q: 3 clusters Score -2.070317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -20703154.000000 Penalty: 5997.905273
	Iteration 79Q: 3 clusters Score -2.070315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -20703154.000000 Penalty: 5997.905273
	Iteration 80F: 3 clusters Score -2.070315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 170141 members 
Mstep: Class 4 contains 208141 members 
Mstep: Class 5 contains 23772 members 
Mstep: Class 6 contains 183328 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 10613 members 
Mstep: Class 9 contains 247587 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 61423 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 23682 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 26765 members 
Mstep: Class 16 contains 195776 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 31989 members 
Mstep: Class 19 contains 107847 members 
Mstep: Class 20 contains 26860 members 
Mstep: Class 21 contains 21594 members 
Mstep: Class 22 contains 20002 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 125598 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 21274 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 50356 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 10891 members 
Mstep: Class 32 contains 107635 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 7264 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 35907 members 
Mstep: Class 38 contains 11945 members 
Mstep: Class 39 contains 21391 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58669 members 
Mstep: Class 42 contains 8396 members 
Entering Unmasked Estep 
Score: -225957072.000000 Penalty: 151190.640625
Splitting cluster 3 changes total score from -225953600.000000 to -225957072.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 4 (208141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208141 members 
Entering Unmasked Estep 
Score: -24069870.000000 Penalty: 3037.000732
	Iteration 0F: 2 clusters Score -2.406987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104454 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -23933316.000000 Penalty: 6074.001465
	Iteration 0F: 3 clusters Score -2.393332e+07 nChanged 99975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111789 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -23992386.000000 Penalty: 6074.001465
	Iteration 1F: 3 clusters Score -2.399239e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116967 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -23994370.000000 Penalty: 6074.001465
	Iteration 2Q: 3 clusters Score -2.399437e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124974 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -23997970.000000 Penalty: 6074.001465
	Iteration 3Q: 3 clusters Score -2.399797e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136857 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -24004736.000000 Penalty: 6074.001465
	Iteration 4F: 3 clusters Score -2.400474e+07 nChanged 16427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 55085 members 
Entering Unmasked Estep 
Score: -24017248.000000 Penalty: 6074.001465
	Iteration 5F: 3 clusters Score -2.401725e+07 nChanged 19294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172278 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -24034654.000000 Penalty: 6074.001465
	Iteration 6F: 3 clusters Score -2.403465e+07 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190047 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -24051314.000000 Penalty: 6074.001465
	Iteration 7F: 3 clusters Score -2.405131e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201377 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -24061588.000000 Penalty: 6074.001465
	Iteration 8F: 3 clusters Score -2.406159e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206010 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -24065342.000000 Penalty: 6074.001465
	Iteration 9Q: 3 clusters Score -2.406534e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207412 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -24066476.000000 Penalty: 6074.001465
	Iteration 10Q: 3 clusters Score -2.406648e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207769 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -24066816.000000 Penalty: 6074.001465
	Iteration 11Q: 3 clusters Score -2.406682e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207854 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -24066988.000000 Penalty: 6074.001465
	Iteration 12Q: 3 clusters Score -2.406699e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207880 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24067004.000000 Penalty: 6074.001465
	Iteration 13Q: 3 clusters Score -2.4067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207897 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -24067044.000000 Penalty: 6074.001465
	Iteration 14Q: 3 clusters Score -2.406704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207908 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24067076.000000 Penalty: 6074.001465
	Iteration 15Q: 3 clusters Score -2.406708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207913 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24067066.000000 Penalty: 6074.001465
	Iteration 16Q: 3 clusters Score -2.406707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207919 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24067086.000000 Penalty: 6074.001465
	Iteration 17Q: 3 clusters Score -2.406709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207920 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24067094.000000 Penalty: 6074.001465
	Iteration 18Q: 3 clusters Score -2.406709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207921 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24067094.000000 Penalty: 6074.001465
	Iteration 19Q: 3 clusters Score -2.406709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207921 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -24067100.000000 Penalty: 6074.001465
	Iteration 20F: 3 clusters Score -2.40671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207924 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24067106.000000 Penalty: 6074.001465
	Iteration 21Q: 3 clusters Score -2.406711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207930 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24067136.000000 Penalty: 6074.001465
	Iteration 22Q: 3 clusters Score -2.406714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207929 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -24067132.000000 Penalty: 6074.001465
	Iteration 23Q: 3 clusters Score -2.406713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207930 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24067150.000000 Penalty: 6074.001465
	Iteration 24Q: 3 clusters Score -2.406715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207928 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -24067148.000000 Penalty: 6074.001465
	Iteration 25Q: 3 clusters Score -2.406715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207930 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24067170.000000 Penalty: 6074.001465
	Iteration 26Q: 3 clusters Score -2.406717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207931 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24067172.000000 Penalty: 6074.001465
	Iteration 27Q: 3 clusters Score -2.406717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207933 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24067188.000000 Penalty: 6074.001465
	Iteration 28Q: 3 clusters Score -2.406719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24067176.000000 Penalty: 6074.001465
	Iteration 29Q: 3 clusters Score -2.406718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207931 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24067182.000000 Penalty: 6074.001465
	Iteration 30Q: 3 clusters Score -2.406718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24067176.000000 Penalty: 6074.001465
	Iteration 31Q: 3 clusters Score -2.406718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207932 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24067176.000000 Penalty: 6074.001465
	Iteration 32F: 3 clusters Score -2.406718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Entering Unmasked Estep 
Score: -2729752.750000 Penalty: 2498.913330
	Iteration 0F: 2 clusters Score -2729753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2713255.000000 Penalty: 4997.826660
	Iteration 0F: 3 clusters Score -2713255 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2718879.750000 Penalty: 4997.826660
	Iteration 1F: 3 clusters Score -2718880 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2719329.500000 Penalty: 4997.826660
	Iteration 2F: 3 clusters Score -2719330 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2719703.500000 Penalty: 4997.826660
	Iteration 3Q: 3 clusters Score -2719704 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2720046.750000 Penalty: 4997.826660
	Iteration 4Q: 3 clusters Score -2720047 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2720424.250000 Penalty: 4997.826660
	Iteration 5Q: 3 clusters Score -2720424 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2720899.500000 Penalty: 4997.826660
	Iteration 6Q: 3 clusters Score -2720900 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2721426.250000 Penalty: 4997.826660
	Iteration 7Q: 3 clusters Score -2721426 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2721977.000000 Penalty: 4997.826660
	Iteration 8Q: 3 clusters Score -2721977 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2722487.000000 Penalty: 4997.826660
	Iteration 9Q: 3 clusters Score -2722487 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2722931.750000 Penalty: 4997.826660
	Iteration 10Q: 3 clusters Score -2722932 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2723305.500000 Penalty: 4997.826660
	Iteration 11Q: 3 clusters Score -2723306 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2723647.750000 Penalty: 4997.826660
	Iteration 12Q: 3 clusters Score -2723648 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2723922.750000 Penalty: 4997.826660
	Iteration 13Q: 3 clusters Score -2723923 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2724227.250000 Penalty: 4997.826660
	Iteration 14Q: 3 clusters Score -2724227 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2724523.250000 Penalty: 4997.826660
	Iteration 15Q: 3 clusters Score -2724523 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2724861.500000 Penalty: 4997.826660
	Iteration 16Q: 3 clusters Score -2724862 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2725165.750000 Penalty: 4997.826660
	Iteration 17Q: 3 clusters Score -2725166 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2725468.750000 Penalty: 4997.826660
	Iteration 18Q: 3 clusters Score -2725469 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2725795.250000 Penalty: 4997.826660
	Iteration 19Q: 3 clusters Score -2725795 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2726070.000000 Penalty: 4997.826660
	Iteration 20F: 3 clusters Score -2726070 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2726305.250000 Penalty: 4997.826660
	Iteration 21Q: 3 clusters Score -2726305 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2726498.750000 Penalty: 4997.826660
	Iteration 22Q: 3 clusters Score -2726499 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2726685.000000 Penalty: 4997.826660
	Iteration 23Q: 3 clusters Score -2726685 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -2726810.750000 Penalty: 4997.826660
	Iteration 24Q: 3 clusters Score -2726811 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2726900.500000 Penalty: 4997.826660
	Iteration 25Q: 3 clusters Score -2726900 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -2726982.000000 Penalty: 4997.826660
	Iteration 26Q: 3 clusters Score -2726982 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2727078.500000 Penalty: 4997.826660
	Iteration 27Q: 3 clusters Score -2727078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2727148.750000 Penalty: 4997.826660
	Iteration 28Q: 3 clusters Score -2727149 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2727199.750000 Penalty: 4997.826660
	Iteration 29Q: 3 clusters Score -2727200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2727242.000000 Penalty: 4997.826660
	Iteration 30Q: 3 clusters Score -2727242 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2727268.250000 Penalty: 4997.826660
	Iteration 31Q: 3 clusters Score -2727268 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2727326.000000 Penalty: 4997.826660
	Iteration 32Q: 3 clusters Score -2727326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2727359.500000 Penalty: 4997.826660
	Iteration 33Q: 3 clusters Score -2727360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2727397.250000 Penalty: 4997.826660
	Iteration 34Q: 3 clusters Score -2727397 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2727433.250000 Penalty: 4997.826660
	Iteration 35Q: 3 clusters Score -2727433 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2727462.250000 Penalty: 4997.826660
	Iteration 36Q: 3 clusters Score -2727462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2727470.250000 Penalty: 4997.826660
	Iteration 37Q: 3 clusters Score -2727470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2727491.250000 Penalty: 4997.826660
	Iteration 38Q: 3 clusters Score -2727491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -2727495.500000 Penalty: 4997.826660
	Iteration 39Q: 3 clusters Score -2727496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2727503.000000 Penalty: 4997.826660
	Iteration 40F: 3 clusters Score -2727503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2727506.500000 Penalty: 4997.826660
	Iteration 41Q: 3 clusters Score -2727506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -2727512.500000 Penalty: 4997.826660
	Iteration 42Q: 3 clusters Score -2727512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2727523.000000 Penalty: 4997.826660
	Iteration 43Q: 3 clusters Score -2727523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -2727535.000000 Penalty: 4997.826660
	Iteration 44Q: 3 clusters Score -2727535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -2727540.750000 Penalty: 4997.826660
	Iteration 45Q: 3 clusters Score -2727541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2727544.250000 Penalty: 4997.826660
	Iteration 46Q: 3 clusters Score -2727544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -2727549.000000 Penalty: 4997.826660
	Iteration 47Q: 3 clusters Score -2727549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2727559.500000 Penalty: 4997.826660
	Iteration 48Q: 3 clusters Score -2727560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2727564.500000 Penalty: 4997.826660
	Iteration 49Q: 3 clusters Score -2727564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2727569.250000 Penalty: 4997.826660
	Iteration 50Q: 3 clusters Score -2727569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -2727570.250000 Penalty: 4997.826660
	Iteration 51Q: 3 clusters Score -2727570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -2727570.500000 Penalty: 4997.826660
	Iteration 52Q: 3 clusters Score -2727570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2727574.750000 Penalty: 4997.826660
	Iteration 53Q: 3 clusters Score -2727575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2727573.250000 Penalty: 4997.826660
	Iteration 54Q: 3 clusters Score -2727573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2727570.750000 Penalty: 4997.826660
	Iteration 55Q: 3 clusters Score -2727571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2727570.750000 Penalty: 4997.826660
	Iteration 56F: 3 clusters Score -2727571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (183328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Entering Unmasked Estep 
Score: -21704598.000000 Penalty: 3005.520020
	Iteration 0F: 2 clusters Score -2.17046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 91641 members 
Entering Unmasked Estep 
Score: -21587618.000000 Penalty: 6011.040039
	Iteration 0F: 3 clusters Score -2.158762e+07 nChanged 88002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -21639660.000000 Penalty: 6011.040039
	Iteration 1F: 3 clusters Score -2.163966e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 96754 members 
Entering Unmasked Estep 
Score: -21642046.000000 Penalty: 6011.040039
	Iteration 2Q: 3 clusters Score -2.164205e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -21645662.000000 Penalty: 6011.040039
	Iteration 3Q: 3 clusters Score -2.164566e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76973 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -21650608.000000 Penalty: 6011.040039
	Iteration 4F: 3 clusters Score -2.165061e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 113366 members 
Entering Unmasked Estep 
Score: -21657286.000000 Penalty: 6011.040039
	Iteration 5F: 3 clusters Score -2.165729e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 121416 members 
Entering Unmasked Estep 
Score: -21664206.000000 Penalty: 6011.040039
	Iteration 6F: 3 clusters Score -2.166421e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 129898 members 
Entering Unmasked Estep 
Score: -21670844.000000 Penalty: 6011.040039
	Iteration 7F: 3 clusters Score -2.167084e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 138689 members 
Entering Unmasked Estep 
Score: -21676898.000000 Penalty: 6011.040039
	Iteration 8F: 3 clusters Score -2.16769e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 147582 members 
Entering Unmasked Estep 
Score: -21682638.000000 Penalty: 6011.040039
	Iteration 9F: 3 clusters Score -2.168264e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -21688280.000000 Penalty: 6011.040039
	Iteration 10Q: 3 clusters Score -2.168828e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 164085 members 
Entering Unmasked Estep 
Score: -21693230.000000 Penalty: 6011.040039
	Iteration 11Q: 3 clusters Score -2.169323e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -21697088.000000 Penalty: 6011.040039
	Iteration 12Q: 3 clusters Score -2.169709e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -21699506.000000 Penalty: 6011.040039
	Iteration 13Q: 3 clusters Score -2.169951e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -21700792.000000 Penalty: 6011.040039
	Iteration 14Q: 3 clusters Score -2.170079e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 181142 members 
Entering Unmasked Estep 
Score: -21701460.000000 Penalty: 6011.040039
	Iteration 15Q: 3 clusters Score -2.170146e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 182020 members 
Entering Unmasked Estep 
Score: -21701720.000000 Penalty: 6011.040039
	Iteration 16Q: 3 clusters Score -2.170172e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 182439 members 
Entering Unmasked Estep 
Score: -21701888.000000 Penalty: 6011.040039
	Iteration 17Q: 3 clusters Score -2.170189e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 182637 members 
Entering Unmasked Estep 
Score: -21701992.000000 Penalty: 6011.040039
	Iteration 18Q: 3 clusters Score -2.170199e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 182723 members 
Entering Unmasked Estep 
Score: -21702012.000000 Penalty: 6011.040039
	Iteration 19Q: 3 clusters Score -2.170201e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 182778 members 
Entering Unmasked Estep 
Score: -21702046.000000 Penalty: 6011.040039
	Iteration 20F: 3 clusters Score -2.170205e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 182816 members 
Entering Unmasked Estep 
Score: -21702056.000000 Penalty: 6011.040039
	Iteration 21Q: 3 clusters Score -2.170206e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 182847 members 
Entering Unmasked Estep 
Score: -21702072.000000 Penalty: 6011.040039
	Iteration 22Q: 3 clusters Score -2.170207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 182863 members 
Entering Unmasked Estep 
Score: -21702114.000000 Penalty: 6011.040039
	Iteration 23Q: 3 clusters Score -2.170211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 182875 members 
Entering Unmasked Estep 
Score: -21702128.000000 Penalty: 6011.040039
	Iteration 24Q: 3 clusters Score -2.170213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 182879 members 
Entering Unmasked Estep 
Score: -21702132.000000 Penalty: 6011.040039
	Iteration 25Q: 3 clusters Score -2.170213e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -21702132.000000 Penalty: 6011.040039
	Iteration 26Q: 3 clusters Score -2.170213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 182895 members 
Entering Unmasked Estep 
Score: -21702136.000000 Penalty: 6011.040039
	Iteration 27Q: 3 clusters Score -2.170214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 182902 members 
Entering Unmasked Estep 
Score: -21702142.000000 Penalty: 6011.040039
	Iteration 28Q: 3 clusters Score -2.170214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 182906 members 
Entering Unmasked Estep 
Score: -21702150.000000 Penalty: 6011.040039
	Iteration 29Q: 3 clusters Score -2.170215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 182912 members 
Entering Unmasked Estep 
Score: -21702172.000000 Penalty: 6011.040039
	Iteration 30Q: 3 clusters Score -2.170217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 182919 members 
Entering Unmasked Estep 
Score: -21702168.000000 Penalty: 6011.040039
	Iteration 31Q: 3 clusters Score -2.170217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 182923 members 
Entering Unmasked Estep 
Score: -21702180.000000 Penalty: 6011.040039
	Iteration 32Q: 3 clusters Score -2.170218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 182927 members 
Entering Unmasked Estep 
Score: -21702174.000000 Penalty: 6011.040039
	Iteration 33Q: 3 clusters Score -2.170217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 182930 members 
Entering Unmasked Estep 
Score: -21702176.000000 Penalty: 6011.040039
	Iteration 34Q: 3 clusters Score -2.170218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 182934 members 
Entering Unmasked Estep 
Score: -21702180.000000 Penalty: 6011.040039
	Iteration 35Q: 3 clusters Score -2.170218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 182938 members 
Entering Unmasked Estep 
Score: -21702176.000000 Penalty: 6011.040039
	Iteration 36Q: 3 clusters Score -2.170218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 182940 members 
Entering Unmasked Estep 
Score: -21702166.000000 Penalty: 6011.040039
	Iteration 37Q: 3 clusters Score -2.170217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 182942 members 
Entering Unmasked Estep 
Score: -21702164.000000 Penalty: 6011.040039
	Iteration 38Q: 3 clusters Score -2.170216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 182943 members 
Entering Unmasked Estep 
Score: -21702176.000000 Penalty: 6011.040039
	Iteration 39Q: 3 clusters Score -2.170218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 182949 members 
Entering Unmasked Estep 
Score: -21702172.000000 Penalty: 6011.040039
	Iteration 40F: 3 clusters Score -2.170217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 182952 members 
Entering Unmasked Estep 
Score: -21702186.000000 Penalty: 6011.040039
	Iteration 41Q: 3 clusters Score -2.170219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 182955 members 
Entering Unmasked Estep 
Score: -21702182.000000 Penalty: 6011.040039
	Iteration 42Q: 3 clusters Score -2.170218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 182959 members 
Entering Unmasked Estep 
Score: -21702160.000000 Penalty: 6011.040039
	Iteration 43Q: 3 clusters Score -2.170216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 182961 members 
Entering Unmasked Estep 
Score: -21702166.000000 Penalty: 6011.040039
	Iteration 44Q: 3 clusters Score -2.170217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 182961 members 
Entering Unmasked Estep 
Score: -21702166.000000 Penalty: 6011.040039
	Iteration 45F: 3 clusters Score -2.170217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -148493.375000 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -148493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -146270.593750 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -146270.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146727.281250 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -146727.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -147000.890625 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -147000.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147349.406250 Penalty: 3608.141846
	Iteration 3F: 3 clusters Score -147349.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -147952.937500 Penalty: 3608.141846
	Iteration 4F: 3 clusters Score -147952.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -148761.265625 Penalty: 3608.141846
	Iteration 5F: 3 clusters Score -148761.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -149124.843750 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -149124.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -149274.734375 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -149274.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149453.140625 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -149453.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -149651.843750 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -149651.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -149950.671875 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -149950.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -150008.828125 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -150008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -150025.671875 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -150025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -150030.078125 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -150030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150033.015625 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -150033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150034.296875 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -150034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150036.031250 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -150036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150036.031250 Penalty: 3608.141846
	Iteration 17F: 3 clusters Score -150036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 170141 members 
Mstep: Class 4 contains 208141 members 
Mstep: Class 5 contains 23772 members 
Mstep: Class 6 contains 183328 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 10613 members 
Mstep: Class 9 contains 247587 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 61423 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 23682 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 26765 members 
Mstep: Class 16 contains 195776 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 31989 members 
Mstep: Class 19 contains 107847 members 
Mstep: Class 20 contains 26860 members 
Mstep: Class 21 contains 21594 members 
Mstep: Class 22 contains 20002 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 125598 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 21274 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 50356 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 10891 members 
Mstep: Class 32 contains 107635 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 7264 members 
Mstep: Class 35 contains 886 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 35907 members 
Mstep: Class 38 contains 11945 members 
Mstep: Class 39 contains 21391 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58669 members 
Mstep: Class 42 contains 8396 members 
Mstep: Class 43 contains 678 members 
Entering Unmasked Estep 
Score: -225956576.000000 Penalty: 154790.421875
Splitting cluster 7 changes total score from -225953600.000000 to -225956576.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 8 (10613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Entering Unmasked Estep 
Score: -1160774.750000 Penalty: 2298.918945
	Iteration 0F: 2 clusters Score -1160775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1152726.125000 Penalty: 4597.837891
	Iteration 0F: 3 clusters Score -1152726 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1155055.375000 Penalty: 4597.837891
	Iteration 1F: 3 clusters Score -1155055 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1155406.000000 Penalty: 4597.837891
	Iteration 2F: 3 clusters Score -1155406 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1155653.625000 Penalty: 4597.837891
	Iteration 3F: 3 clusters Score -1155654 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1155818.875000 Penalty: 4597.837891
	Iteration 4Q: 3 clusters Score -1155819 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1155952.625000 Penalty: 4597.837891
	Iteration 5Q: 3 clusters Score -1155953 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1156078.750000 Penalty: 4597.837891
	Iteration 6Q: 3 clusters Score -1156079 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1156214.375000 Penalty: 4597.837891
	Iteration 7Q: 3 clusters Score -1156214 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1156359.625000 Penalty: 4597.837891
	Iteration 8Q: 3 clusters Score -1156360 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1156524.875000 Penalty: 4597.837891
	Iteration 9Q: 3 clusters Score -1156525 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1156724.125000 Penalty: 4597.837891
	Iteration 10Q: 3 clusters Score -1156724 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1156975.000000 Penalty: 4597.837891
	Iteration 11Q: 3 clusters Score -1156975 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1157264.250000 Penalty: 4597.837891
	Iteration 12Q: 3 clusters Score -1157264 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1157623.750000 Penalty: 4597.837891
	Iteration 13Q: 3 clusters Score -1157624 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1158022.125000 Penalty: 4597.837891
	Iteration 14Q: 3 clusters Score -1158022 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1158424.500000 Penalty: 4597.837891
	Iteration 15Q: 3 clusters Score -1158424 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1158742.500000 Penalty: 4597.837891
	Iteration 16Q: 3 clusters Score -1158742 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1158944.500000 Penalty: 4597.837891
	Iteration 17Q: 3 clusters Score -1158944 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1159067.750000 Penalty: 4597.837891
	Iteration 18Q: 3 clusters Score -1159068 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1159140.375000 Penalty: 4597.837891
	Iteration 19Q: 3 clusters Score -1159140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1159183.750000 Penalty: 4597.837891
	Iteration 20F: 3 clusters Score -1159184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1159216.625000 Penalty: 4597.837891
	Iteration 21Q: 3 clusters Score -1159217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1159235.750000 Penalty: 4597.837891
	Iteration 22Q: 3 clusters Score -1159236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1159248.500000 Penalty: 4597.837891
	Iteration 23Q: 3 clusters Score -1159248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1159252.125000 Penalty: 4597.837891
	Iteration 24Q: 3 clusters Score -1159252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1159256.500000 Penalty: 4597.837891
	Iteration 25Q: 3 clusters Score -1159256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1159260.750000 Penalty: 4597.837891
	Iteration 26Q: 3 clusters Score -1159261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1159266.500000 Penalty: 4597.837891
	Iteration 27Q: 3 clusters Score -1159266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1159267.875000 Penalty: 4597.837891
	Iteration 28Q: 3 clusters Score -1159268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1159267.625000 Penalty: 4597.837891
	Iteration 29Q: 3 clusters Score -1159268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1159269.250000 Penalty: 4597.837891
	Iteration 30Q: 3 clusters Score -1159269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1159270.625000 Penalty: 4597.837891
	Iteration 31Q: 3 clusters Score -1159271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1159272.125000 Penalty: 4597.837891
	Iteration 32Q: 3 clusters Score -1159272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1159273.000000 Penalty: 4597.837891
	Iteration 33Q: 3 clusters Score -1159273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1159274.750000 Penalty: 4597.837891
	Iteration 34Q: 3 clusters Score -1159275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1159276.000000 Penalty: 4597.837891
	Iteration 35Q: 3 clusters Score -1159276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1159276.375000 Penalty: 4597.837891
	Iteration 36Q: 3 clusters Score -1159276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1159277.500000 Penalty: 4597.837891
	Iteration 37Q: 3 clusters Score -1159278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1159279.125000 Penalty: 4597.837891
	Iteration 38Q: 3 clusters Score -1159279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1159280.625000 Penalty: 4597.837891
	Iteration 39Q: 3 clusters Score -1159281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1159282.500000 Penalty: 4597.837891
	Iteration 40F: 3 clusters Score -1159282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1159284.750000 Penalty: 4597.837891
	Iteration 41Q: 3 clusters Score -1159285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1159284.750000 Penalty: 4597.837891
	Iteration 42F: 3 clusters Score -1159285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (247587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247587 members 
Entering Unmasked Estep 
Score: -28877432.000000 Penalty: 3080.040283
	Iteration 0F: 2 clusters Score -2.887743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 124126 members 
Entering Unmasked Estep 
Score: -28731154.000000 Penalty: 6160.080566
	Iteration 0F: 3 clusters Score -2.873115e+07 nChanged 119755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117902 members 
Mstep: Class 2 contains 129685 members 
Entering Unmasked Estep 
Score: -28802220.000000 Penalty: 6160.080566
	Iteration 1F: 3 clusters Score -2.880222e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114231 members 
Mstep: Class 2 contains 133356 members 
Entering Unmasked Estep 
Score: -28803668.000000 Penalty: 6160.080566
	Iteration 2Q: 3 clusters Score -2.880367e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -28806022.000000 Penalty: 6160.080566
	Iteration 3Q: 3 clusters Score -2.880602e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Mstep: Class 2 contains 148493 members 
Entering Unmasked Estep 
Score: -28810106.000000 Penalty: 6160.080566
	Iteration 4Q: 3 clusters Score -2.881011e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -28817088.000000 Penalty: 6160.080566
	Iteration 5F: 3 clusters Score -2.881709e+07 nChanged 19236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -28827262.000000 Penalty: 6160.080566
	Iteration 6F: 3 clusters Score -2.882726e+07 nChanged 21217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 202411 members 
Entering Unmasked Estep 
Score: -28839790.000000 Penalty: 6160.080566
	Iteration 7F: 3 clusters Score -2.883979e+07 nChanged 18650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 220959 members 
Entering Unmasked Estep 
Score: -28852530.000000 Penalty: 6160.080566
	Iteration 8F: 3 clusters Score -2.885253e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 234032 members 
Entering Unmasked Estep 
Score: -28862228.000000 Penalty: 6160.080566
	Iteration 9F: 3 clusters Score -2.886223e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 241460 members 
Entering Unmasked Estep 
Score: -28868746.000000 Penalty: 6160.080566
	Iteration 10Q: 3 clusters Score -2.886875e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 244931 members 
Entering Unmasked Estep 
Score: -28872128.000000 Penalty: 6160.080566
	Iteration 11Q: 3 clusters Score -2.887213e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 246311 members 
Entering Unmasked Estep 
Score: -28873664.000000 Penalty: 6160.080566
	Iteration 12Q: 3 clusters Score -2.887366e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 246834 members 
Entering Unmasked Estep 
Score: -28874208.000000 Penalty: 6160.080566
	Iteration 13Q: 3 clusters Score -2.887421e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 247035 members 
Entering Unmasked Estep 
Score: -28874412.000000 Penalty: 6160.080566
	Iteration 14Q: 3 clusters Score -2.887441e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 247118 members 
Entering Unmasked Estep 
Score: -28874548.000000 Penalty: 6160.080566
	Iteration 15Q: 3 clusters Score -2.887455e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 247141 members 
Entering Unmasked Estep 
Score: -28874610.000000 Penalty: 6160.080566
	Iteration 16Q: 3 clusters Score -2.887461e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 247151 members 
Entering Unmasked Estep 
Score: -28874660.000000 Penalty: 6160.080566
	Iteration 17Q: 3 clusters Score -2.887466e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 247165 members 
Entering Unmasked Estep 
Score: -28874678.000000 Penalty: 6160.080566
	Iteration 18Q: 3 clusters Score -2.887468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 247170 members 
Entering Unmasked Estep 
Score: -28874678.000000 Penalty: 6160.080566
	Iteration 19Q: 3 clusters Score -2.887468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 247179 members 
Entering Unmasked Estep 
Score: -28874674.000000 Penalty: 6160.080566
	Iteration 20F: 3 clusters Score -2.887467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 247185 members 
Entering Unmasked Estep 
Score: -28874692.000000 Penalty: 6160.080566
	Iteration 21Q: 3 clusters Score -2.887469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 247185 members 
Entering Unmasked Estep 
Score: -28874716.000000 Penalty: 6160.080566
	Iteration 22Q: 3 clusters Score -2.887472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 247187 members 
Entering Unmasked Estep 
Score: -28874690.000000 Penalty: 6160.080566
	Iteration 23Q: 3 clusters Score -2.887469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 247187 members 
Entering Unmasked Estep 
Score: -28874714.000000 Penalty: 6160.080566
	Iteration 24Q: 3 clusters Score -2.887471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247192 members 
Entering Unmasked Estep 
Score: -28874726.000000 Penalty: 6160.080566
	Iteration 25Q: 3 clusters Score -2.887473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247192 members 
Entering Unmasked Estep 
Score: -28874730.000000 Penalty: 6160.080566
	Iteration 26Q: 3 clusters Score -2.887473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 247197 members 
Entering Unmasked Estep 
Score: -28874720.000000 Penalty: 6160.080566
	Iteration 27Q: 3 clusters Score -2.887472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 247198 members 
Entering Unmasked Estep 
Score: -28874730.000000 Penalty: 6160.080566
	Iteration 28Q: 3 clusters Score -2.887473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 247200 members 
Entering Unmasked Estep 
Score: -28874734.000000 Penalty: 6160.080566
	Iteration 29Q: 3 clusters Score -2.887473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 247200 members 
Entering Unmasked Estep 
Score: -28874734.000000 Penalty: 6160.080566
	Iteration 30F: 3 clusters Score -2.887473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Entering Unmasked Estep 
Score: -1788775.375000 Penalty: 2386.137695
	Iteration 0F: 2 clusters Score -1788775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1777875.500000 Penalty: 4772.275391
	Iteration 0F: 3 clusters Score -1777876 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1781300.125000 Penalty: 4772.275391
	Iteration 1F: 3 clusters Score -1781300 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1781669.750000 Penalty: 4772.275391
	Iteration 2F: 3 clusters Score -1781670 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1781978.750000 Penalty: 4772.275391
	Iteration 3F: 3 clusters Score -1781979 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1782278.500000 Penalty: 4772.275391
	Iteration 4Q: 3 clusters Score -1782278 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1782709.875000 Penalty: 4772.275391
	Iteration 5Q: 3 clusters Score -1782710 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1783248.500000 Penalty: 4772.275391
	Iteration 6F: 3 clusters Score -1783248 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1783872.875000 Penalty: 4772.275391
	Iteration 7F: 3 clusters Score -1783873 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1784484.250000 Penalty: 4772.275391
	Iteration 8F: 3 clusters Score -1784484 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1784983.000000 Penalty: 4772.275391
	Iteration 9F: 3 clusters Score -1784983 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1785445.875000 Penalty: 4772.275391
	Iteration 10Q: 3 clusters Score -1785446 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1785830.750000 Penalty: 4772.275391
	Iteration 11Q: 3 clusters Score -1785831 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1786115.375000 Penalty: 4772.275391
	Iteration 12Q: 3 clusters Score -1786115 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1786288.375000 Penalty: 4772.275391
	Iteration 13Q: 3 clusters Score -1786288 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1786403.375000 Penalty: 4772.275391
	Iteration 14Q: 3 clusters Score -1786403 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1786499.000000 Penalty: 4772.275391
	Iteration 15Q: 3 clusters Score -1786499 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1786571.375000 Penalty: 4772.275391
	Iteration 16Q: 3 clusters Score -1786571 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1786621.250000 Penalty: 4772.275391
	Iteration 17Q: 3 clusters Score -1786621 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1786664.250000 Penalty: 4772.275391
	Iteration 18Q: 3 clusters Score -1786664 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1786702.625000 Penalty: 4772.275391
	Iteration 19Q: 3 clusters Score -1786703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1786721.125000 Penalty: 4772.275391
	Iteration 20F: 3 clusters Score -1786721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1786747.250000 Penalty: 4772.275391
	Iteration 21Q: 3 clusters Score -1786747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1786762.500000 Penalty: 4772.275391
	Iteration 22Q: 3 clusters Score -1786762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1786786.500000 Penalty: 4772.275391
	Iteration 23Q: 3 clusters Score -1786786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1786803.250000 Penalty: 4772.275391
	Iteration 24Q: 3 clusters Score -1786803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1786812.500000 Penalty: 4772.275391
	Iteration 25Q: 3 clusters Score -1786812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1786818.875000 Penalty: 4772.275391
	Iteration 26Q: 3 clusters Score -1786819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1786826.500000 Penalty: 4772.275391
	Iteration 27Q: 3 clusters Score -1786826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1786847.500000 Penalty: 4772.275391
	Iteration 28Q: 3 clusters Score -1786848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1786857.375000 Penalty: 4772.275391
	Iteration 29Q: 3 clusters Score -1786857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1786856.875000 Penalty: 4772.275391
	Iteration 30Q: 3 clusters Score -1786857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1786862.750000 Penalty: 4772.275391
	Iteration 31Q: 3 clusters Score -1786863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1786865.500000 Penalty: 4772.275391
	Iteration 32Q: 3 clusters Score -1786866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1786869.375000 Penalty: 4772.275391
	Iteration 33Q: 3 clusters Score -1786869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1786871.875000 Penalty: 4772.275391
	Iteration 34Q: 3 clusters Score -1786872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1786871.250000 Penalty: 4772.275391
	Iteration 35Q: 3 clusters Score -1786871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1786869.500000 Penalty: 4772.275391
	Iteration 36Q: 3 clusters Score -1786870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1786869.500000 Penalty: 4772.275391
	Iteration 37F: 3 clusters Score -1786870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Entering Unmasked Estep 
Score: -7115113.000000 Penalty: 2734.333740
	Iteration 0F: 2 clusters Score -7115113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -7074063.500000 Penalty: 5468.667480
	Iteration 0F: 3 clusters Score -7074064 nChanged 28402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -7090564.000000 Penalty: 5468.667480
	Iteration 1F: 3 clusters Score -7090564 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -7092318.500000 Penalty: 5468.667480
	Iteration 2F: 3 clusters Score -7092318 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -7094728.000000 Penalty: 5468.667480
	Iteration 3F: 3 clusters Score -7094728 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -7097943.000000 Penalty: 5468.667480
	Iteration 4F: 3 clusters Score -7097943 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -7100959.000000 Penalty: 5468.667480
	Iteration 5F: 3 clusters Score -7100959 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -7103139.000000 Penalty: 5468.667480
	Iteration 6F: 3 clusters Score -7103139 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -7104500.000000 Penalty: 5468.667480
	Iteration 7F: 3 clusters Score -7104500 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -7105278.000000 Penalty: 5468.667480
	Iteration 8Q: 3 clusters Score -7105278 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -7105826.000000 Penalty: 5468.667480
	Iteration 9Q: 3 clusters Score -7105826 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -7106416.000000 Penalty: 5468.667480
	Iteration 10Q: 3 clusters Score -7106416 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -7107092.500000 Penalty: 5468.667480
	Iteration 11Q: 3 clusters Score -7107092 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -7107853.000000 Penalty: 5468.667480
	Iteration 12Q: 3 clusters Score -7107853 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -7108625.000000 Penalty: 5468.667480
	Iteration 13Q: 3 clusters Score -7108625 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50605 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -7109511.000000 Penalty: 5468.667480
	Iteration 14Q: 3 clusters Score -7109511 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -7110430.000000 Penalty: 5468.667480
	Iteration 15Q: 3 clusters Score -7110430 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -7111287.000000 Penalty: 5468.667480
	Iteration 16Q: 3 clusters Score -7111287 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -7112093.000000 Penalty: 5468.667480
	Iteration 17Q: 3 clusters Score -7112093 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -7112678.500000 Penalty: 5468.667480
	Iteration 18Q: 3 clusters Score -7112678 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7113161.500000 Penalty: 5468.667480
	Iteration 19Q: 3 clusters Score -7113162 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7113429.000000 Penalty: 5468.667480
	Iteration 20F: 3 clusters Score -7113429 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7113604.500000 Penalty: 5468.667480
	Iteration 21Q: 3 clusters Score -7113604 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59095 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7113715.000000 Penalty: 5468.667480
	Iteration 22Q: 3 clusters Score -7113715 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7113772.000000 Penalty: 5468.667480
	Iteration 23Q: 3 clusters Score -7113772 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7113816.000000 Penalty: 5468.667480
	Iteration 24Q: 3 clusters Score -7113816 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7113849.500000 Penalty: 5468.667480
	Iteration 25Q: 3 clusters Score -7113850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7113876.000000 Penalty: 5468.667480
	Iteration 26Q: 3 clusters Score -7113876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7113896.500000 Penalty: 5468.667480
	Iteration 27Q: 3 clusters Score -7113896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7113906.500000 Penalty: 5468.667480
	Iteration 28Q: 3 clusters Score -7113906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7113915.000000 Penalty: 5468.667480
	Iteration 29Q: 3 clusters Score -7113915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7113923.500000 Penalty: 5468.667480
	Iteration 30Q: 3 clusters Score -7113924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7113929.500000 Penalty: 5468.667480
	Iteration 31Q: 3 clusters Score -7113930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7113942.000000 Penalty: 5468.667480
	Iteration 32Q: 3 clusters Score -7113942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7113946.000000 Penalty: 5468.667480
	Iteration 33Q: 3 clusters Score -7113946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7113957.000000 Penalty: 5468.667480
	Iteration 34Q: 3 clusters Score -7113957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7113957.500000 Penalty: 5468.667480
	Iteration 35Q: 3 clusters Score -7113958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7113950.500000 Penalty: 5468.667480
	Iteration 36Q: 3 clusters Score -7113950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7113946.500000 Penalty: 5468.667480
	Iteration 37Q: 3 clusters Score -7113946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7113954.500000 Penalty: 5468.667480
	Iteration 38Q: 3 clusters Score -7113954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7113940.000000 Penalty: 5468.667480
	Iteration 39Q: 3 clusters Score -7113940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7113949.000000 Penalty: 5468.667480
	Iteration 40F: 3 clusters Score -7113949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7113957.500000 Penalty: 5468.667480
	Iteration 41Q: 3 clusters Score -7113958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7113958.000000 Penalty: 5468.667480
	Iteration 42Q: 3 clusters Score -7113958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7113963.000000 Penalty: 5468.667480
	Iteration 43Q: 3 clusters Score -7113963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7113963.000000 Penalty: 5468.667480
	Iteration 44F: 3 clusters Score -7113963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Entering Unmasked Estep 
Score: -4501907.000000 Penalty: 2639.876465
	Iteration 0F: 2 clusters Score -4501907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4473480.500000 Penalty: 5279.752930
	Iteration 0F: 3 clusters Score -4473480 nChanged 19217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4485218.500000 Penalty: 5279.752930
	Iteration 1F: 3 clusters Score -4485218 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4486508.500000 Penalty: 5279.752930
	Iteration 2F: 3 clusters Score -4486508 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -4487785.000000 Penalty: 5279.752930
	Iteration 3F: 3 clusters Score -4487785 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4489010.000000 Penalty: 5279.752930
	Iteration 4F: 3 clusters Score -4489010 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -4490042.000000 Penalty: 5279.752930
	Iteration 5F: 3 clusters Score -4490042 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -4490867.000000 Penalty: 5279.752930
	Iteration 6Q: 3 clusters Score -4490867 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -4491541.000000 Penalty: 5279.752930
	Iteration 7Q: 3 clusters Score -4491541 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4492137.500000 Penalty: 5279.752930
	Iteration 8Q: 3 clusters Score -4492138 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -4492627.500000 Penalty: 5279.752930
	Iteration 9Q: 3 clusters Score -4492628 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4493075.500000 Penalty: 5279.752930
	Iteration 10Q: 3 clusters Score -4493076 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -4493533.000000 Penalty: 5279.752930
	Iteration 11Q: 3 clusters Score -4493533 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4493956.500000 Penalty: 5279.752930
	Iteration 12Q: 3 clusters Score -4493956 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4494379.000000 Penalty: 5279.752930
	Iteration 13Q: 3 clusters Score -4494379 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -4494742.000000 Penalty: 5279.752930
	Iteration 14Q: 3 clusters Score -4494742 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4495083.500000 Penalty: 5279.752930
	Iteration 15Q: 3 clusters Score -4495084 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -4495416.500000 Penalty: 5279.752930
	Iteration 16Q: 3 clusters Score -4495416 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4495670.000000 Penalty: 5279.752930
	Iteration 17Q: 3 clusters Score -4495670 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -4495939.500000 Penalty: 5279.752930
	Iteration 18Q: 3 clusters Score -4495940 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4496161.500000 Penalty: 5279.752930
	Iteration 19Q: 3 clusters Score -4496162 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -4496399.500000 Penalty: 5279.752930
	Iteration 20F: 3 clusters Score -4496400 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4496663.500000 Penalty: 5279.752930
	Iteration 21Q: 3 clusters Score -4496664 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4496944.500000 Penalty: 5279.752930
	Iteration 22Q: 3 clusters Score -4496944 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4497162.500000 Penalty: 5279.752930
	Iteration 23Q: 3 clusters Score -4497162 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -4497388.500000 Penalty: 5279.752930
	Iteration 24Q: 3 clusters Score -4497388 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4497631.000000 Penalty: 5279.752930
	Iteration 25Q: 3 clusters Score -4497631 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4497844.000000 Penalty: 5279.752930
	Iteration 26Q: 3 clusters Score -4497844 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -4498087.000000 Penalty: 5279.752930
	Iteration 27Q: 3 clusters Score -4498087 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -4498338.500000 Penalty: 5279.752930
	Iteration 28Q: 3 clusters Score -4498338 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4498594.500000 Penalty: 5279.752930
	Iteration 29Q: 3 clusters Score -4498594 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -4498836.000000 Penalty: 5279.752930
	Iteration 30Q: 3 clusters Score -4498836 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -4499040.500000 Penalty: 5279.752930
	Iteration 31Q: 3 clusters Score -4499040 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -4499204.500000 Penalty: 5279.752930
	Iteration 32Q: 3 clusters Score -4499204 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -4499365.500000 Penalty: 5279.752930
	Iteration 33Q: 3 clusters Score -4499366 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -4499508.000000 Penalty: 5279.752930
	Iteration 34Q: 3 clusters Score -4499508 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -4499601.000000 Penalty: 5279.752930
	Iteration 35Q: 3 clusters Score -4499601 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -4499707.000000 Penalty: 5279.752930
	Iteration 36Q: 3 clusters Score -4499707 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -4499760.000000 Penalty: 5279.752930
	Iteration 37Q: 3 clusters Score -4499760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -4499808.000000 Penalty: 5279.752930
	Iteration 38Q: 3 clusters Score -4499808 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4499848.000000 Penalty: 5279.752930
	Iteration 39Q: 3 clusters Score -4499848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4499876.000000 Penalty: 5279.752930
	Iteration 40F: 3 clusters Score -4499876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4499894.000000 Penalty: 5279.752930
	Iteration 41Q: 3 clusters Score -4499894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4499913.500000 Penalty: 5279.752930
	Iteration 42Q: 3 clusters Score -4499914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4499926.000000 Penalty: 5279.752930
	Iteration 43Q: 3 clusters Score -4499926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4499941.000000 Penalty: 5279.752930
	Iteration 44Q: 3 clusters Score -4499941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4499954.000000 Penalty: 5279.752930
	Iteration 45Q: 3 clusters Score -4499954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4499967.000000 Penalty: 5279.752930
	Iteration 46Q: 3 clusters Score -4499967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4499973.000000 Penalty: 5279.752930
	Iteration 47Q: 3 clusters Score -4499973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -4499995.000000 Penalty: 5279.752930
	Iteration 48Q: 3 clusters Score -4499995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -4499998.000000 Penalty: 5279.752930
	Iteration 49Q: 3 clusters Score -4499998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -4500005.000000 Penalty: 5279.752930
	Iteration 50Q: 3 clusters Score -4500005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -4500007.500000 Penalty: 5279.752930
	Iteration 51Q: 3 clusters Score -4500008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -4500009.500000 Penalty: 5279.752930
	Iteration 52Q: 3 clusters Score -4500010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -4500015.500000 Penalty: 5279.752930
	Iteration 53Q: 3 clusters Score -4500016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -4500019.500000 Penalty: 5279.752930
	Iteration 54Q: 3 clusters Score -4500020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4500017.500000 Penalty: 5279.752930
	Iteration 55Q: 3 clusters Score -4500018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -4500018.500000 Penalty: 5279.752930
	Iteration 56Q: 3 clusters Score -4500018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -4500024.000000 Penalty: 5279.752930
	Iteration 57Q: 3 clusters Score -4500024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -4500024.000000 Penalty: 5279.752930
	Iteration 58F: 3 clusters Score -4500024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Entering Unmasked Estep 
Score: -2793454.750000 Penalty: 2497.972656
	Iteration 0F: 2 clusters Score -2793455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2777096.500000 Penalty: 4995.945312
	Iteration 0F: 3 clusters Score -2777096 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2782752.500000 Penalty: 4995.945312
	Iteration 1F: 3 clusters Score -2782752 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2783210.750000 Penalty: 4995.945312
	Iteration 2F: 3 clusters Score -2783211 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2783605.500000 Penalty: 4995.945312
	Iteration 3Q: 3 clusters Score -2783606 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2784003.250000 Penalty: 4995.945312
	Iteration 4Q: 3 clusters Score -2784003 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2784502.000000 Penalty: 4995.945312
	Iteration 5Q: 3 clusters Score -2784502 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2785161.500000 Penalty: 4995.945312
	Iteration 6Q: 3 clusters Score -2785162 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2785979.500000 Penalty: 4995.945312
	Iteration 7F: 3 clusters Score -2785980 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2786906.500000 Penalty: 4995.945312
	Iteration 8F: 3 clusters Score -2786906 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2787967.250000 Penalty: 4995.945312
	Iteration 9F: 3 clusters Score -2787967 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2789254.250000 Penalty: 4995.945312
	Iteration 10F: 3 clusters Score -2789254 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2790355.250000 Penalty: 4995.945312
	Iteration 11Q: 3 clusters Score -2790355 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2791003.750000 Penalty: 4995.945312
	Iteration 12Q: 3 clusters Score -2791004 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2791322.500000 Penalty: 4995.945312
	Iteration 13Q: 3 clusters Score -2791322 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2791524.500000 Penalty: 4995.945312
	Iteration 14Q: 3 clusters Score -2791524 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2791650.500000 Penalty: 4995.945312
	Iteration 15Q: 3 clusters Score -2791650 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2791728.500000 Penalty: 4995.945312
	Iteration 16Q: 3 clusters Score -2791728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2791784.000000 Penalty: 4995.945312
	Iteration 17Q: 3 clusters Score -2791784 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2791817.250000 Penalty: 4995.945312
	Iteration 18Q: 3 clusters Score -2791817 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2791843.500000 Penalty: 4995.945312
	Iteration 19Q: 3 clusters Score -2791844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2791864.000000 Penalty: 4995.945312
	Iteration 20F: 3 clusters Score -2791864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2791888.000000 Penalty: 4995.945312
	Iteration 21Q: 3 clusters Score -2791888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2791898.250000 Penalty: 4995.945312
	Iteration 22Q: 3 clusters Score -2791898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2791907.250000 Penalty: 4995.945312
	Iteration 23Q: 3 clusters Score -2791907 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2791931.500000 Penalty: 4995.945312
	Iteration 24Q: 3 clusters Score -2791932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2791943.500000 Penalty: 4995.945312
	Iteration 25Q: 3 clusters Score -2791944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2791970.250000 Penalty: 4995.945312
	Iteration 26Q: 3 clusters Score -2791970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2791986.000000 Penalty: 4995.945312
	Iteration 27Q: 3 clusters Score -2791986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2791989.250000 Penalty: 4995.945312
	Iteration 28Q: 3 clusters Score -2791989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2792001.500000 Penalty: 4995.945312
	Iteration 29Q: 3 clusters Score -2792002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2792012.500000 Penalty: 4995.945312
	Iteration 30Q: 3 clusters Score -2792012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2792031.250000 Penalty: 4995.945312
	Iteration 31Q: 3 clusters Score -2792031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2792040.000000 Penalty: 4995.945312
	Iteration 32Q: 3 clusters Score -2792040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2792064.500000 Penalty: 4995.945312
	Iteration 33Q: 3 clusters Score -2792064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2792079.250000 Penalty: 4995.945312
	Iteration 34Q: 3 clusters Score -2792079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2792079.750000 Penalty: 4995.945312
	Iteration 35Q: 3 clusters Score -2792080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2792080.750000 Penalty: 4995.945312
	Iteration 36Q: 3 clusters Score -2792081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2792082.500000 Penalty: 4995.945312
	Iteration 37Q: 3 clusters Score -2792082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2792090.500000 Penalty: 4995.945312
	Iteration 38Q: 3 clusters Score -2792090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2792092.250000 Penalty: 4995.945312
	Iteration 39Q: 3 clusters Score -2792092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2792092.500000 Penalty: 4995.945312
	Iteration 40F: 3 clusters Score -2792092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2792092.750000 Penalty: 4995.945312
	Iteration 41Q: 3 clusters Score -2792093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2792092.750000 Penalty: 4995.945312
	Iteration 42Q: 3 clusters Score -2792093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2792091.250000 Penalty: 4995.945312
	Iteration 43Q: 3 clusters Score -2792091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2792092.500000 Penalty: 4995.945312
	Iteration 44Q: 3 clusters Score -2792092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2792091.250000 Penalty: 4995.945312
	Iteration 45Q: 3 clusters Score -2792091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2792091.250000 Penalty: 4995.945312
	Iteration 46F: 3 clusters Score -2792091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Entering Unmasked Estep 
Score: -4878444.000000 Penalty: 2640.714111
	Iteration 0F: 2 clusters Score -4878444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4850053.000000 Penalty: 5281.428223
	Iteration 0F: 3 clusters Score -4850053 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4860421.000000 Penalty: 5281.428223
	Iteration 1F: 3 clusters Score -4860421 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4860863.500000 Penalty: 5281.428223
	Iteration 2Q: 3 clusters Score -4860864 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4861251.500000 Penalty: 5281.428223
	Iteration 3Q: 3 clusters Score -4861252 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4861576.500000 Penalty: 5281.428223
	Iteration 4Q: 3 clusters Score -4861576 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4861928.000000 Penalty: 5281.428223
	Iteration 5Q: 3 clusters Score -4861928 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4862276.500000 Penalty: 5281.428223
	Iteration 6Q: 3 clusters Score -4862276 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -4862695.500000 Penalty: 5281.428223
	Iteration 7Q: 3 clusters Score -4862696 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4863121.000000 Penalty: 5281.428223
	Iteration 8Q: 3 clusters Score -4863121 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4863712.500000 Penalty: 5281.428223
	Iteration 9Q: 3 clusters Score -4863712 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4864316.500000 Penalty: 5281.428223
	Iteration 10Q: 3 clusters Score -4864316 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4864993.000000 Penalty: 5281.428223
	Iteration 11Q: 3 clusters Score -4864993 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4865716.000000 Penalty: 5281.428223
	Iteration 12Q: 3 clusters Score -4865716 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -4866467.500000 Penalty: 5281.428223
	Iteration 13Q: 3 clusters Score -4866468 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4867157.000000 Penalty: 5281.428223
	Iteration 14Q: 3 clusters Score -4867157 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4867769.000000 Penalty: 5281.428223
	Iteration 15Q: 3 clusters Score -4867769 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -4868243.000000 Penalty: 5281.428223
	Iteration 16Q: 3 clusters Score -4868243 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -4868630.000000 Penalty: 5281.428223
	Iteration 17Q: 3 clusters Score -4868630 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4868883.500000 Penalty: 5281.428223
	Iteration 18Q: 3 clusters Score -4868884 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -4869144.000000 Penalty: 5281.428223
	Iteration 19Q: 3 clusters Score -4869144 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4869290.500000 Penalty: 5281.428223
	Iteration 20F: 3 clusters Score -4869290 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4869417.000000 Penalty: 5281.428223
	Iteration 21Q: 3 clusters Score -4869417 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4869576.000000 Penalty: 5281.428223
	Iteration 22Q: 3 clusters Score -4869576 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -4869665.000000 Penalty: 5281.428223
	Iteration 23Q: 3 clusters Score -4869665 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4869787.000000 Penalty: 5281.428223
	Iteration 24Q: 3 clusters Score -4869787 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -4869954.500000 Penalty: 5281.428223
	Iteration 25Q: 3 clusters Score -4869954 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4870123.000000 Penalty: 5281.428223
	Iteration 26Q: 3 clusters Score -4870123 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4870309.500000 Penalty: 5281.428223
	Iteration 27Q: 3 clusters Score -4870310 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4870589.500000 Penalty: 5281.428223
	Iteration 28Q: 3 clusters Score -4870590 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -4870927.500000 Penalty: 5281.428223
	Iteration 29Q: 3 clusters Score -4870928 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -4871345.000000 Penalty: 5281.428223
	Iteration 30Q: 3 clusters Score -4871345 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4871876.500000 Penalty: 5281.428223
	Iteration 31Q: 3 clusters Score -4871876 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4872474.000000 Penalty: 5281.428223
	Iteration 32Q: 3 clusters Score -4872474 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4873129.000000 Penalty: 5281.428223
	Iteration 33Q: 3 clusters Score -4873129 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4873749.000000 Penalty: 5281.428223
	Iteration 34Q: 3 clusters Score -4873749 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4874268.500000 Penalty: 5281.428223
	Iteration 35Q: 3 clusters Score -4874268 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4874693.500000 Penalty: 5281.428223
	Iteration 36Q: 3 clusters Score -4874694 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -4875046.000000 Penalty: 5281.428223
	Iteration 37Q: 3 clusters Score -4875046 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4875311.500000 Penalty: 5281.428223
	Iteration 38Q: 3 clusters Score -4875312 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -4875500.000000 Penalty: 5281.428223
	Iteration 39Q: 3 clusters Score -4875500 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -4875659.000000 Penalty: 5281.428223
	Iteration 40F: 3 clusters Score -4875659 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -4875818.000000 Penalty: 5281.428223
	Iteration 41Q: 3 clusters Score -4875818 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -4875922.500000 Penalty: 5281.428223
	Iteration 42Q: 3 clusters Score -4875922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -4876003.000000 Penalty: 5281.428223
	Iteration 43Q: 3 clusters Score -4876003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -4876044.000000 Penalty: 5281.428223
	Iteration 44Q: 3 clusters Score -4876044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -4876090.500000 Penalty: 5281.428223
	Iteration 45Q: 3 clusters Score -4876090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4876115.000000 Penalty: 5281.428223
	Iteration 46Q: 3 clusters Score -4876115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -4876148.000000 Penalty: 5281.428223
	Iteration 47Q: 3 clusters Score -4876148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -4876167.500000 Penalty: 5281.428223
	Iteration 48Q: 3 clusters Score -4876168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4876190.000000 Penalty: 5281.428223
	Iteration 49Q: 3 clusters Score -4876190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4876213.500000 Penalty: 5281.428223
	Iteration 50Q: 3 clusters Score -4876214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4876235.000000 Penalty: 5281.428223
	Iteration 51Q: 3 clusters Score -4876235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -4876252.000000 Penalty: 5281.428223
	Iteration 52Q: 3 clusters Score -4876252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4876271.500000 Penalty: 5281.428223
	Iteration 53Q: 3 clusters Score -4876272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -4876274.500000 Penalty: 5281.428223
	Iteration 54Q: 3 clusters Score -4876274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -4876279.000000 Penalty: 5281.428223
	Iteration 55Q: 3 clusters Score -4876279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -4876282.500000 Penalty: 5281.428223
	Iteration 56Q: 3 clusters Score -4876282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -4876278.000000 Penalty: 5281.428223
	Iteration 57Q: 3 clusters Score -4876278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -4876287.500000 Penalty: 5281.428223
	Iteration 58Q: 3 clusters Score -4876288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4876296.500000 Penalty: 5281.428223
	Iteration 59Q: 3 clusters Score -4876296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -4876293.000000 Penalty: 5281.428223
	Iteration 60F: 3 clusters Score -4876293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -4876303.500000 Penalty: 5281.428223
	Iteration 61Q: 3 clusters Score -4876304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -4876306.000000 Penalty: 5281.428223
	Iteration 62Q: 3 clusters Score -4876306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -4876313.000000 Penalty: 5281.428223
	Iteration 63Q: 3 clusters Score -4876313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -4876315.500000 Penalty: 5281.428223
	Iteration 64Q: 3 clusters Score -4876316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -4876317.500000 Penalty: 5281.428223
	Iteration 65Q: 3 clusters Score -4876318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -4876322.500000 Penalty: 5281.428223
	Iteration 66Q: 3 clusters Score -4876322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4876333.500000 Penalty: 5281.428223
	Iteration 67Q: 3 clusters Score -4876334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -4876335.000000 Penalty: 5281.428223
	Iteration 68Q: 3 clusters Score -4876335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -4876336.000000 Penalty: 5281.428223
	Iteration 69Q: 3 clusters Score -4876336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4876341.000000 Penalty: 5281.428223
	Iteration 70Q: 3 clusters Score -4876341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -4876350.500000 Penalty: 5281.428223
	Iteration 71Q: 3 clusters Score -4876350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -4876355.500000 Penalty: 5281.428223
	Iteration 72Q: 3 clusters Score -4876356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -4876356.000000 Penalty: 5281.428223
	Iteration 73Q: 3 clusters Score -4876356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -4876356.000000 Penalty: 5281.428223
	Iteration 74F: 3 clusters Score -4876356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Entering Unmasked Estep 
Score: -3122087.500000 Penalty: 2528.322754
	Iteration 0F: 2 clusters Score -3122088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3103557.000000 Penalty: 5056.645508
	Iteration 0F: 3 clusters Score -3103557 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3110108.500000 Penalty: 5056.645508
	Iteration 1F: 3 clusters Score -3110108 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3110578.500000 Penalty: 5056.645508
	Iteration 2Q: 3 clusters Score -3110578 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -3111006.250000 Penalty: 5056.645508
	Iteration 3Q: 3 clusters Score -3111006 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3111382.250000 Penalty: 5056.645508
	Iteration 4Q: 3 clusters Score -3111382 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3111749.750000 Penalty: 5056.645508
	Iteration 5Q: 3 clusters Score -3111750 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3112142.000000 Penalty: 5056.645508
	Iteration 6Q: 3 clusters Score -3112142 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3112573.500000 Penalty: 5056.645508
	Iteration 7Q: 3 clusters Score -3112574 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3113074.500000 Penalty: 5056.645508
	Iteration 8Q: 3 clusters Score -3113074 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3113660.750000 Penalty: 5056.645508
	Iteration 9Q: 3 clusters Score -3113661 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3114349.750000 Penalty: 5056.645508
	Iteration 10Q: 3 clusters Score -3114350 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3115211.750000 Penalty: 5056.645508
	Iteration 11Q: 3 clusters Score -3115212 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -3116168.750000 Penalty: 5056.645508
	Iteration 12F: 3 clusters Score -3116169 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -3117131.000000 Penalty: 5056.645508
	Iteration 13Q: 3 clusters Score -3117131 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3117970.750000 Penalty: 5056.645508
	Iteration 14Q: 3 clusters Score -3117971 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3118624.500000 Penalty: 5056.645508
	Iteration 15Q: 3 clusters Score -3118624 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3119064.750000 Penalty: 5056.645508
	Iteration 16Q: 3 clusters Score -3119065 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3119370.750000 Penalty: 5056.645508
	Iteration 17Q: 3 clusters Score -3119371 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -3119560.500000 Penalty: 5056.645508
	Iteration 18Q: 3 clusters Score -3119560 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3119689.500000 Penalty: 5056.645508
	Iteration 19Q: 3 clusters Score -3119690 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3119762.500000 Penalty: 5056.645508
	Iteration 20F: 3 clusters Score -3119762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3119812.250000 Penalty: 5056.645508
	Iteration 21Q: 3 clusters Score -3119812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3119848.750000 Penalty: 5056.645508
	Iteration 22Q: 3 clusters Score -3119849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3119862.250000 Penalty: 5056.645508
	Iteration 23Q: 3 clusters Score -3119862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3119881.250000 Penalty: 5056.645508
	Iteration 24Q: 3 clusters Score -3119881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3119886.500000 Penalty: 5056.645508
	Iteration 25Q: 3 clusters Score -3119886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3119897.250000 Penalty: 5056.645508
	Iteration 26Q: 3 clusters Score -3119897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3119910.250000 Penalty: 5056.645508
	Iteration 27Q: 3 clusters Score -3119910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -3119922.000000 Penalty: 5056.645508
	Iteration 28Q: 3 clusters Score -3119922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3119924.000000 Penalty: 5056.645508
	Iteration 29Q: 3 clusters Score -3119924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3119929.500000 Penalty: 5056.645508
	Iteration 30Q: 3 clusters Score -3119930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3119932.750000 Penalty: 5056.645508
	Iteration 31Q: 3 clusters Score -3119933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3119933.750000 Penalty: 5056.645508
	Iteration 32Q: 3 clusters Score -3119934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3119934.250000 Penalty: 5056.645508
	Iteration 33Q: 3 clusters Score -3119934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -3119938.250000 Penalty: 5056.645508
	Iteration 34Q: 3 clusters Score -3119938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3119943.750000 Penalty: 5056.645508
	Iteration 35Q: 3 clusters Score -3119944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3119944.750000 Penalty: 5056.645508
	Iteration 36Q: 3 clusters Score -3119945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3119944.000000 Penalty: 5056.645508
	Iteration 37Q: 3 clusters Score -3119944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3119947.750000 Penalty: 5056.645508
	Iteration 38Q: 3 clusters Score -3119948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3119954.250000 Penalty: 5056.645508
	Iteration 39Q: 3 clusters Score -3119954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3119959.250000 Penalty: 5056.645508
	Iteration 40F: 3 clusters Score -3119959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -3119958.750000 Penalty: 5056.645508
	Iteration 41Q: 3 clusters Score -3119959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3119961.250000 Penalty: 5056.645508
	Iteration 42Q: 3 clusters Score -3119961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3119966.250000 Penalty: 5056.645508
	Iteration 43Q: 3 clusters Score -3119966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3119973.250000 Penalty: 5056.645508
	Iteration 44Q: 3 clusters Score -3119973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3119977.000000 Penalty: 5056.645508
	Iteration 45Q: 3 clusters Score -3119977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3119981.750000 Penalty: 5056.645508
	Iteration 46Q: 3 clusters Score -3119982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3119984.250000 Penalty: 5056.645508
	Iteration 47Q: 3 clusters Score -3119984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3119989.500000 Penalty: 5056.645508
	Iteration 48Q: 3 clusters Score -3119990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3119996.500000 Penalty: 5056.645508
	Iteration 49Q: 3 clusters Score -3119996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3119996.750000 Penalty: 5056.645508
	Iteration 50Q: 3 clusters Score -3119997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3120000.750000 Penalty: 5056.645508
	Iteration 51Q: 3 clusters Score -3120001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3120002.500000 Penalty: 5056.645508
	Iteration 52Q: 3 clusters Score -3120002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3120001.750000 Penalty: 5056.645508
	Iteration 53Q: 3 clusters Score -3120002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3120001.750000 Penalty: 5056.645508
	Iteration 54F: 3 clusters Score -3120002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (195776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195776 members 
Entering Unmasked Estep 
Score: -22789694.000000 Penalty: 3021.812256
	Iteration 0F: 2 clusters Score -2.278969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -22663342.000000 Penalty: 6043.624512
	Iteration 0F: 3 clusters Score -2.266334e+07 nChanged 93841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 97547 members 
Entering Unmasked Estep 
Score: -22719200.000000 Penalty: 6043.624512
	Iteration 1F: 3 clusters Score -2.27192e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 97527 members 
Entering Unmasked Estep 
Score: -22720928.000000 Penalty: 6043.624512
	Iteration 2Q: 3 clusters Score -2.272093e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -22722856.000000 Penalty: 6043.624512
	Iteration 3Q: 3 clusters Score -2.272286e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -22725444.000000 Penalty: 6043.624512
	Iteration 4Q: 3 clusters Score -2.272544e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -22728418.000000 Penalty: 6043.624512
	Iteration 5Q: 3 clusters Score -2.272842e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100639 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -22732478.000000 Penalty: 6043.624512
	Iteration 6Q: 3 clusters Score -2.273248e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -22737532.000000 Penalty: 6043.624512
	Iteration 7F: 3 clusters Score -2.273753e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -22743244.000000 Penalty: 6043.624512
	Iteration 8F: 3 clusters Score -2.274324e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107377 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -22749370.000000 Penalty: 6043.624512
	Iteration 9F: 3 clusters Score -2.274937e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -22754394.000000 Penalty: 6043.624512
	Iteration 10Q: 3 clusters Score -2.275439e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -22757406.000000 Penalty: 6043.624512
	Iteration 11Q: 3 clusters Score -2.275741e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -22758656.000000 Penalty: 6043.624512
	Iteration 12Q: 3 clusters Score -2.275866e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115143 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -22759478.000000 Penalty: 6043.624512
	Iteration 13Q: 3 clusters Score -2.275948e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117221 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -22760120.000000 Penalty: 6043.624512
	Iteration 14Q: 3 clusters Score -2.276012e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -22760518.000000 Penalty: 6043.624512
	Iteration 15Q: 3 clusters Score -2.276052e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122052 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -22761038.000000 Penalty: 6043.624512
	Iteration 16Q: 3 clusters Score -2.276104e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -22761654.000000 Penalty: 6043.624512
	Iteration 17Q: 3 clusters Score -2.276165e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -22762416.000000 Penalty: 6043.624512
	Iteration 18Q: 3 clusters Score -2.276242e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130700 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -22763234.000000 Penalty: 6043.624512
	Iteration 19Q: 3 clusters Score -2.276323e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 61669 members 
Entering Unmasked Estep 
Score: -22764378.000000 Penalty: 6043.624512
	Iteration 20F: 3 clusters Score -2.276438e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137823 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -22765816.000000 Penalty: 6043.624512
	Iteration 21Q: 3 clusters Score -2.276582e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141801 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -22767470.000000 Penalty: 6043.624512
	Iteration 22Q: 3 clusters Score -2.276747e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146207 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -22769474.000000 Penalty: 6043.624512
	Iteration 23Q: 3 clusters Score -2.276947e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -22771540.000000 Penalty: 6043.624512
	Iteration 24Q: 3 clusters Score -2.277154e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155294 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -22774144.000000 Penalty: 6043.624512
	Iteration 25Q: 3 clusters Score -2.277414e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -22776790.000000 Penalty: 6043.624512
	Iteration 26Q: 3 clusters Score -2.277679e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163999 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -22779410.000000 Penalty: 6043.624512
	Iteration 27Q: 3 clusters Score -2.277941e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167831 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -22782024.000000 Penalty: 6043.624512
	Iteration 28Q: 3 clusters Score -2.278202e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -22784044.000000 Penalty: 6043.624512
	Iteration 29Q: 3 clusters Score -2.278404e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173776 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -22785590.000000 Penalty: 6043.624512
	Iteration 30Q: 3 clusters Score -2.278559e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175736 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -22786478.000000 Penalty: 6043.624512
	Iteration 31Q: 3 clusters Score -2.278648e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177290 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -22787096.000000 Penalty: 6043.624512
	Iteration 32Q: 3 clusters Score -2.27871e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -22787482.000000 Penalty: 6043.624512
	Iteration 33Q: 3 clusters Score -2.278748e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179569 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -22787750.000000 Penalty: 6043.624512
	Iteration 34Q: 3 clusters Score -2.278775e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180486 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -22787848.000000 Penalty: 6043.624512
	Iteration 35Q: 3 clusters Score -2.278785e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181291 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -22788074.000000 Penalty: 6043.624512
	Iteration 36Q: 3 clusters Score -2.278807e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182020 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -22788302.000000 Penalty: 6043.624512
	Iteration 37Q: 3 clusters Score -2.27883e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -22788456.000000 Penalty: 6043.624512
	Iteration 38Q: 3 clusters Score -2.278846e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -22788560.000000 Penalty: 6043.624512
	Iteration 39Q: 3 clusters Score -2.278856e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183676 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -22788632.000000 Penalty: 6043.624512
	Iteration 40F: 3 clusters Score -2.278863e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184120 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -22788738.000000 Penalty: 6043.624512
	Iteration 41Q: 3 clusters Score -2.278874e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184525 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -22788902.000000 Penalty: 6043.624512
	Iteration 42Q: 3 clusters Score -2.27889e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184938 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -22788950.000000 Penalty: 6043.624512
	Iteration 43Q: 3 clusters Score -2.278895e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185306 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -22789030.000000 Penalty: 6043.624512
	Iteration 44Q: 3 clusters Score -2.278903e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185626 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -22789098.000000 Penalty: 6043.624512
	Iteration 45Q: 3 clusters Score -2.27891e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185918 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -22789200.000000 Penalty: 6043.624512
	Iteration 46Q: 3 clusters Score -2.27892e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186161 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -22789156.000000 Penalty: 6043.624512
	Iteration 47Q: 3 clusters Score -2.278916e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186401 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -22789188.000000 Penalty: 6043.624512
	Iteration 48Q: 3 clusters Score -2.278919e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186597 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -22789260.000000 Penalty: 6043.624512
	Iteration 49Q: 3 clusters Score -2.278926e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186767 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -22789250.000000 Penalty: 6043.624512
	Iteration 50Q: 3 clusters Score -2.278925e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186924 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -22789328.000000 Penalty: 6043.624512
	Iteration 51Q: 3 clusters Score -2.278933e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187076 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -22789290.000000 Penalty: 6043.624512
	Iteration 52Q: 3 clusters Score -2.278929e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187226 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -22789294.000000 Penalty: 6043.624512
	Iteration 53Q: 3 clusters Score -2.278929e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187348 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -22789338.000000 Penalty: 6043.624512
	Iteration 54Q: 3 clusters Score -2.278934e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187482 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -22789348.000000 Penalty: 6043.624512
	Iteration 55Q: 3 clusters Score -2.278935e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187605 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -22789364.000000 Penalty: 6043.624512
	Iteration 56Q: 3 clusters Score -2.278936e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -22789358.000000 Penalty: 6043.624512
	Iteration 57Q: 3 clusters Score -2.278936e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187818 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -22789354.000000 Penalty: 6043.624512
	Iteration 58Q: 3 clusters Score -2.278935e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187899 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -22789362.000000 Penalty: 6043.624512
	Iteration 59Q: 3 clusters Score -2.278936e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187970 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -22789396.000000 Penalty: 6043.624512
	Iteration 60F: 3 clusters Score -2.27894e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188037 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -22789388.000000 Penalty: 6043.624512
	Iteration 61Q: 3 clusters Score -2.278939e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188102 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -22789402.000000 Penalty: 6043.624512
	Iteration 62Q: 3 clusters Score -2.27894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188150 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -22789390.000000 Penalty: 6043.624512
	Iteration 63Q: 3 clusters Score -2.278939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -22789388.000000 Penalty: 6043.624512
	Iteration 64Q: 3 clusters Score -2.278939e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188240 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -22789392.000000 Penalty: 6043.624512
	Iteration 65Q: 3 clusters Score -2.278939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188273 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -22789392.000000 Penalty: 6043.624512
	Iteration 66Q: 3 clusters Score -2.278939e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188299 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -22789390.000000 Penalty: 6043.624512
	Iteration 67Q: 3 clusters Score -2.278939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188328 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -22789390.000000 Penalty: 6043.624512
	Iteration 68Q: 3 clusters Score -2.278939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188351 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -22789404.000000 Penalty: 6043.624512
	Iteration 69Q: 3 clusters Score -2.27894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188368 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -22789390.000000 Penalty: 6043.624512
	Iteration 70Q: 3 clusters Score -2.278939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188387 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -22789416.000000 Penalty: 6043.624512
	Iteration 71Q: 3 clusters Score -2.278942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188409 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -22789432.000000 Penalty: 6043.624512
	Iteration 72Q: 3 clusters Score -2.278943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188428 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -22789410.000000 Penalty: 6043.624512
	Iteration 73Q: 3 clusters Score -2.278941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188444 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -22789414.000000 Penalty: 6043.624512
	Iteration 74Q: 3 clusters Score -2.278941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -22789430.000000 Penalty: 6043.624512
	Iteration 75Q: 3 clusters Score -2.278943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188471 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -22789430.000000 Penalty: 6043.624512
	Iteration 76Q: 3 clusters Score -2.278943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188479 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -22789428.000000 Penalty: 6043.624512
	Iteration 77Q: 3 clusters Score -2.278943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188495 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -22789420.000000 Penalty: 6043.624512
	Iteration 78Q: 3 clusters Score -2.278942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188513 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -22789410.000000 Penalty: 6043.624512
	Iteration 79Q: 3 clusters Score -2.278941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188536 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -22789408.000000 Penalty: 6043.624512
	Iteration 80F: 3 clusters Score -2.278941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188561 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -22789414.000000 Penalty: 6043.624512
	Iteration 81Q: 3 clusters Score -2.278941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188588 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -22789400.000000 Penalty: 6043.624512
	Iteration 82Q: 3 clusters Score -2.27894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188605 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -22789398.000000 Penalty: 6043.624512
	Iteration 83Q: 3 clusters Score -2.27894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188619 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -22789378.000000 Penalty: 6043.624512
	Iteration 84Q: 3 clusters Score -2.278938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188627 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -22789378.000000 Penalty: 6043.624512
	Iteration 85Q: 3 clusters Score -2.278938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188639 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -22789388.000000 Penalty: 6043.624512
	Iteration 86Q: 3 clusters Score -2.278939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188652 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -22789380.000000 Penalty: 6043.624512
	Iteration 87Q: 3 clusters Score -2.278938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188661 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -22789394.000000 Penalty: 6043.624512
	Iteration 88Q: 3 clusters Score -2.278939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188665 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -22789402.000000 Penalty: 6043.624512
	Iteration 89Q: 3 clusters Score -2.27894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188669 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -22789396.000000 Penalty: 6043.624512
	Iteration 90Q: 3 clusters Score -2.27894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188677 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -22789412.000000 Penalty: 6043.624512
	Iteration 91Q: 3 clusters Score -2.278941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188682 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -22789398.000000 Penalty: 6043.624512
	Iteration 92Q: 3 clusters Score -2.27894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188683 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -22789402.000000 Penalty: 6043.624512
	Iteration 93Q: 3 clusters Score -2.27894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188684 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -22789396.000000 Penalty: 6043.624512
	Iteration 94Q: 3 clusters Score -2.27894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188687 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -22789394.000000 Penalty: 6043.624512
	Iteration 95Q: 3 clusters Score -2.278939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188690 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -22789400.000000 Penalty: 6043.624512
	Iteration 96Q: 3 clusters Score -2.27894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188693 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -22789392.000000 Penalty: 6043.624512
	Iteration 97Q: 3 clusters Score -2.278939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -22789396.000000 Penalty: 6043.624512
	Iteration 98Q: 3 clusters Score -2.27894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -22789396.000000 Penalty: 6043.624512
	Iteration 99F: 3 clusters Score -2.27894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Entering Unmasked Estep 
Score: -1243978.875000 Penalty: 2313.551025
	Iteration 0F: 2 clusters Score -1243979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1235507.125000 Penalty: 4627.102051
	Iteration 0F: 3 clusters Score -1235507 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1238087.000000 Penalty: 4627.102051
	Iteration 1F: 3 clusters Score -1238087 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1238500.375000 Penalty: 4627.102051
	Iteration 2F: 3 clusters Score -1238500 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1238850.500000 Penalty: 4627.102051
	Iteration 3F: 3 clusters Score -1238850 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1239193.875000 Penalty: 4627.102051
	Iteration 4F: 3 clusters Score -1239194 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1239542.500000 Penalty: 4627.102051
	Iteration 5F: 3 clusters Score -1239542 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1239855.250000 Penalty: 4627.102051
	Iteration 6Q: 3 clusters Score -1239855 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1240128.750000 Penalty: 4627.102051
	Iteration 7Q: 3 clusters Score -1240129 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1240358.625000 Penalty: 4627.102051
	Iteration 8Q: 3 clusters Score -1240359 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1240542.375000 Penalty: 4627.102051
	Iteration 9Q: 3 clusters Score -1240542 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1240722.375000 Penalty: 4627.102051
	Iteration 10Q: 3 clusters Score -1240722 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1240890.875000 Penalty: 4627.102051
	Iteration 11Q: 3 clusters Score -1240891 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1241031.250000 Penalty: 4627.102051
	Iteration 12Q: 3 clusters Score -1241031 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1241155.750000 Penalty: 4627.102051
	Iteration 13Q: 3 clusters Score -1241156 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1241266.000000 Penalty: 4627.102051
	Iteration 14Q: 3 clusters Score -1241266 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1241362.250000 Penalty: 4627.102051
	Iteration 15Q: 3 clusters Score -1241362 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1241447.250000 Penalty: 4627.102051
	Iteration 16Q: 3 clusters Score -1241447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1241520.500000 Penalty: 4627.102051
	Iteration 17Q: 3 clusters Score -1241520 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1241582.750000 Penalty: 4627.102051
	Iteration 18Q: 3 clusters Score -1241583 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1241641.375000 Penalty: 4627.102051
	Iteration 19Q: 3 clusters Score -1241641 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1241688.875000 Penalty: 4627.102051
	Iteration 20F: 3 clusters Score -1241689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1241722.000000 Penalty: 4627.102051
	Iteration 21Q: 3 clusters Score -1241722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1241761.875000 Penalty: 4627.102051
	Iteration 22Q: 3 clusters Score -1241762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1241797.375000 Penalty: 4627.102051
	Iteration 23Q: 3 clusters Score -1241797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1241823.750000 Penalty: 4627.102051
	Iteration 24Q: 3 clusters Score -1241824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1241849.375000 Penalty: 4627.102051
	Iteration 25Q: 3 clusters Score -1241849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1241878.250000 Penalty: 4627.102051
	Iteration 26Q: 3 clusters Score -1241878 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1241908.125000 Penalty: 4627.102051
	Iteration 27Q: 3 clusters Score -1241908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1241939.125000 Penalty: 4627.102051
	Iteration 28Q: 3 clusters Score -1241939 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1241973.875000 Penalty: 4627.102051
	Iteration 29Q: 3 clusters Score -1241974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1241992.875000 Penalty: 4627.102051
	Iteration 30Q: 3 clusters Score -1241993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1242009.625000 Penalty: 4627.102051
	Iteration 31Q: 3 clusters Score -1242010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1242024.625000 Penalty: 4627.102051
	Iteration 32Q: 3 clusters Score -1242025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1242039.625000 Penalty: 4627.102051
	Iteration 33Q: 3 clusters Score -1242040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1242051.250000 Penalty: 4627.102051
	Iteration 34Q: 3 clusters Score -1242051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1242065.125000 Penalty: 4627.102051
	Iteration 35Q: 3 clusters Score -1242065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1242072.625000 Penalty: 4627.102051
	Iteration 36Q: 3 clusters Score -1242073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1242078.500000 Penalty: 4627.102051
	Iteration 37Q: 3 clusters Score -1242078 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1242089.500000 Penalty: 4627.102051
	Iteration 38Q: 3 clusters Score -1242090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1242102.750000 Penalty: 4627.102051
	Iteration 39Q: 3 clusters Score -1242103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1242111.375000 Penalty: 4627.102051
	Iteration 40F: 3 clusters Score -1242111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1242115.250000 Penalty: 4627.102051
	Iteration 41Q: 3 clusters Score -1242115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1242120.125000 Penalty: 4627.102051
	Iteration 42Q: 3 clusters Score -1242120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1242121.250000 Penalty: 4627.102051
	Iteration 43Q: 3 clusters Score -1242121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1242130.375000 Penalty: 4627.102051
	Iteration 44Q: 3 clusters Score -1242130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1242132.125000 Penalty: 4627.102051
	Iteration 45Q: 3 clusters Score -1242132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1242135.125000 Penalty: 4627.102051
	Iteration 46Q: 3 clusters Score -1242135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1242135.000000 Penalty: 4627.102051
	Iteration 47Q: 3 clusters Score -1242135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1242135.375000 Penalty: 4627.102051
	Iteration 48Q: 3 clusters Score -1242135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1242138.000000 Penalty: 4627.102051
	Iteration 49Q: 3 clusters Score -1242138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1242139.750000 Penalty: 4627.102051
	Iteration 50Q: 3 clusters Score -1242140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1242144.500000 Penalty: 4627.102051
	Iteration 51Q: 3 clusters Score -1242144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1242144.000000 Penalty: 4627.102051
	Iteration 52Q: 3 clusters Score -1242144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1242145.375000 Penalty: 4627.102051
	Iteration 53Q: 3 clusters Score -1242145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1242143.875000 Penalty: 4627.102051
	Iteration 54Q: 3 clusters Score -1242144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1242147.000000 Penalty: 4627.102051
	Iteration 55Q: 3 clusters Score -1242147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1242147.000000 Penalty: 4627.102051
	Iteration 56F: 3 clusters Score -1242147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Entering Unmasked Estep 
Score: -3630787.000000 Penalty: 2572.540527
	Iteration 0F: 2 clusters Score -3630787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3608991.500000 Penalty: 5145.081055
	Iteration 0F: 3 clusters Score -3608992 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3617125.750000 Penalty: 5145.081055
	Iteration 1F: 3 clusters Score -3617126 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3618072.000000 Penalty: 5145.081055
	Iteration 2F: 3 clusters Score -3618072 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3619183.750000 Penalty: 5145.081055
	Iteration 3F: 3 clusters Score -3619184 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -3620768.250000 Penalty: 5145.081055
	Iteration 4F: 3 clusters Score -3620768 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3622695.250000 Penalty: 5145.081055
	Iteration 5F: 3 clusters Score -3622695 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3624593.250000 Penalty: 5145.081055
	Iteration 6F: 3 clusters Score -3624593 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3626139.250000 Penalty: 5145.081055
	Iteration 7F: 3 clusters Score -3626139 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3627358.500000 Penalty: 5145.081055
	Iteration 8F: 3 clusters Score -3627358 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3628232.750000 Penalty: 5145.081055
	Iteration 9Q: 3 clusters Score -3628233 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3628864.000000 Penalty: 5145.081055
	Iteration 10Q: 3 clusters Score -3628864 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3629305.000000 Penalty: 5145.081055
	Iteration 11Q: 3 clusters Score -3629305 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3629581.000000 Penalty: 5145.081055
	Iteration 12Q: 3 clusters Score -3629581 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3629745.500000 Penalty: 5145.081055
	Iteration 13Q: 3 clusters Score -3629746 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3629839.500000 Penalty: 5145.081055
	Iteration 14Q: 3 clusters Score -3629840 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3629917.750000 Penalty: 5145.081055
	Iteration 15Q: 3 clusters Score -3629918 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3630004.000000 Penalty: 5145.081055
	Iteration 16Q: 3 clusters Score -3630004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3630038.000000 Penalty: 5145.081055
	Iteration 17Q: 3 clusters Score -3630038 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3630067.250000 Penalty: 5145.081055
	Iteration 18Q: 3 clusters Score -3630067 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3630098.750000 Penalty: 5145.081055
	Iteration 19Q: 3 clusters Score -3630099 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3630131.500000 Penalty: 5145.081055
	Iteration 20F: 3 clusters Score -3630132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3630167.000000 Penalty: 5145.081055
	Iteration 21Q: 3 clusters Score -3630167 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3630179.500000 Penalty: 5145.081055
	Iteration 22Q: 3 clusters Score -3630180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3630189.000000 Penalty: 5145.081055
	Iteration 23Q: 3 clusters Score -3630189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3630203.750000 Penalty: 5145.081055
	Iteration 24Q: 3 clusters Score -3630204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3630209.250000 Penalty: 5145.081055
	Iteration 25Q: 3 clusters Score -3630209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3630213.750000 Penalty: 5145.081055
	Iteration 26Q: 3 clusters Score -3630214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3630220.250000 Penalty: 5145.081055
	Iteration 27Q: 3 clusters Score -3630220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3630233.250000 Penalty: 5145.081055
	Iteration 28Q: 3 clusters Score -3630233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3630241.500000 Penalty: 5145.081055
	Iteration 29Q: 3 clusters Score -3630242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3630247.250000 Penalty: 5145.081055
	Iteration 30Q: 3 clusters Score -3630247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3630251.750000 Penalty: 5145.081055
	Iteration 31Q: 3 clusters Score -3630252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3630264.500000 Penalty: 5145.081055
	Iteration 32Q: 3 clusters Score -3630264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3630270.750000 Penalty: 5145.081055
	Iteration 33Q: 3 clusters Score -3630271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -3630284.250000 Penalty: 5145.081055
	Iteration 34Q: 3 clusters Score -3630284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3630291.250000 Penalty: 5145.081055
	Iteration 35Q: 3 clusters Score -3630291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3630294.000000 Penalty: 5145.081055
	Iteration 36Q: 3 clusters Score -3630294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3630300.000000 Penalty: 5145.081055
	Iteration 37Q: 3 clusters Score -3630300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3630301.750000 Penalty: 5145.081055
	Iteration 38Q: 3 clusters Score -3630302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3630297.500000 Penalty: 5145.081055
	Iteration 39Q: 3 clusters Score -3630298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3630302.500000 Penalty: 5145.081055
	Iteration 40F: 3 clusters Score -3630302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3630294.000000 Penalty: 5145.081055
	Iteration 41Q: 3 clusters Score -3630294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3630297.000000 Penalty: 5145.081055
	Iteration 42Q: 3 clusters Score -3630297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3630300.000000 Penalty: 5145.081055
	Iteration 43Q: 3 clusters Score -3630300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -3630301.000000 Penalty: 5145.081055
	Iteration 44Q: 3 clusters Score -3630301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3630307.250000 Penalty: 5145.081055
	Iteration 45Q: 3 clusters Score -3630307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3630307.500000 Penalty: 5145.081055
	Iteration 46Q: 3 clusters Score -3630308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -3630308.250000 Penalty: 5145.081055
	Iteration 47Q: 3 clusters Score -3630308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3630301.000000 Penalty: 5145.081055
	Iteration 48Q: 3 clusters Score -3630301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3630306.750000 Penalty: 5145.081055
	Iteration 49Q: 3 clusters Score -3630307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3630299.250000 Penalty: 5145.081055
	Iteration 50Q: 3 clusters Score -3630299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3630294.250000 Penalty: 5145.081055
	Iteration 51Q: 3 clusters Score -3630294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3630297.250000 Penalty: 5145.081055
	Iteration 52Q: 3 clusters Score -3630297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3630297.000000 Penalty: 5145.081055
	Iteration 53Q: 3 clusters Score -3630297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3630298.500000 Penalty: 5145.081055
	Iteration 54Q: 3 clusters Score -3630298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3630299.000000 Penalty: 5145.081055
	Iteration 55Q: 3 clusters Score -3630299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3630300.250000 Penalty: 5145.081055
	Iteration 56Q: 3 clusters Score -3630300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3630299.500000 Penalty: 5145.081055
	Iteration 57Q: 3 clusters Score -3630300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3630299.500000 Penalty: 5145.081055
	Iteration 58F: 3 clusters Score -3630300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Entering Unmasked Estep 
Score: -12336989.000000 Penalty: 2873.940186
	Iteration 0F: 2 clusters Score -1.233699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -12264675.000000 Penalty: 5747.880371
	Iteration 0F: 3 clusters Score -1.226468e+07 nChanged 51148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -12293577.000000 Penalty: 5747.880371
	Iteration 1F: 3 clusters Score -1.229358e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -12294204.000000 Penalty: 5747.880371
	Iteration 2Q: 3 clusters Score -1.22942e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -12294763.000000 Penalty: 5747.880371
	Iteration 3Q: 3 clusters Score -1.229476e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -12295505.000000 Penalty: 5747.880371
	Iteration 4Q: 3 clusters Score -1.22955e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -12296293.000000 Penalty: 5747.880371
	Iteration 5Q: 3 clusters Score -1.229629e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -12297196.000000 Penalty: 5747.880371
	Iteration 6Q: 3 clusters Score -1.22972e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -12298286.000000 Penalty: 5747.880371
	Iteration 7Q: 3 clusters Score -1.229829e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -12299805.000000 Penalty: 5747.880371
	Iteration 8Q: 3 clusters Score -1.22998e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -12301995.000000 Penalty: 5747.880371
	Iteration 9Q: 3 clusters Score -1.2302e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -12305544.000000 Penalty: 5747.880371
	Iteration 10F: 3 clusters Score -1.230554e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -12310427.000000 Penalty: 5747.880371
	Iteration 11F: 3 clusters Score -1.231043e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -12317362.000000 Penalty: 5747.880371
	Iteration 12F: 3 clusters Score -1.231736e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -12324437.000000 Penalty: 5747.880371
	Iteration 13F: 3 clusters Score -1.232444e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103107 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -12330008.000000 Penalty: 5747.880371
	Iteration 14F: 3 clusters Score -1.233001e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106076 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -12332792.000000 Penalty: 5747.880371
	Iteration 15Q: 3 clusters Score -1.233279e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12333889.000000 Penalty: 5747.880371
	Iteration 16Q: 3 clusters Score -1.233389e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107467 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12334240.000000 Penalty: 5747.880371
	Iteration 17Q: 3 clusters Score -1.233424e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107552 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -12334367.000000 Penalty: 5747.880371
	Iteration 18Q: 3 clusters Score -1.233437e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12334415.000000 Penalty: 5747.880371
	Iteration 19Q: 3 clusters Score -1.233442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12334440.000000 Penalty: 5747.880371
	Iteration 20F: 3 clusters Score -1.233444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107603 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12334469.000000 Penalty: 5747.880371
	Iteration 21Q: 3 clusters Score -1.233447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107611 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12334480.000000 Penalty: 5747.880371
	Iteration 22Q: 3 clusters Score -1.233448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12334494.000000 Penalty: 5747.880371
	Iteration 23Q: 3 clusters Score -1.233449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -12334514.000000 Penalty: 5747.880371
	Iteration 24Q: 3 clusters Score -1.233451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12334527.000000 Penalty: 5747.880371
	Iteration 25Q: 3 clusters Score -1.233453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12334528.000000 Penalty: 5747.880371
	Iteration 26Q: 3 clusters Score -1.233453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12334529.000000 Penalty: 5747.880371
	Iteration 27Q: 3 clusters Score -1.233453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12334531.000000 Penalty: 5747.880371
	Iteration 28Q: 3 clusters Score -1.233453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12334531.000000 Penalty: 5747.880371
	Iteration 29F: 3 clusters Score -1.233453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Entering Unmasked Estep 
Score: -3204290.750000 Penalty: 2529.201660
	Iteration 0F: 2 clusters Score -3204291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3185822.750000 Penalty: 5058.403320
	Iteration 0F: 3 clusters Score -3185823 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3192315.000000 Penalty: 5058.403320
	Iteration 1F: 3 clusters Score -3192315 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -3192811.000000 Penalty: 5058.403320
	Iteration 2Q: 3 clusters Score -3192811 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3193393.500000 Penalty: 5058.403320
	Iteration 3Q: 3 clusters Score -3193394 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3194247.750000 Penalty: 5058.403320
	Iteration 4F: 3 clusters Score -3194248 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3195505.500000 Penalty: 5058.403320
	Iteration 5F: 3 clusters Score -3195506 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -3197163.500000 Penalty: 5058.403320
	Iteration 6F: 3 clusters Score -3197164 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3198858.000000 Penalty: 5058.403320
	Iteration 7F: 3 clusters Score -3198858 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3200113.250000 Penalty: 5058.403320
	Iteration 8F: 3 clusters Score -3200113 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3200918.750000 Penalty: 5058.403320
	Iteration 9Q: 3 clusters Score -3200919 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3201462.750000 Penalty: 5058.403320
	Iteration 10Q: 3 clusters Score -3201463 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3201764.500000 Penalty: 5058.403320
	Iteration 11Q: 3 clusters Score -3201764 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3201947.000000 Penalty: 5058.403320
	Iteration 12Q: 3 clusters Score -3201947 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3202043.750000 Penalty: 5058.403320
	Iteration 13Q: 3 clusters Score -3202044 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3202101.750000 Penalty: 5058.403320
	Iteration 14Q: 3 clusters Score -3202102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3202152.000000 Penalty: 5058.403320
	Iteration 15Q: 3 clusters Score -3202152 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3202193.250000 Penalty: 5058.403320
	Iteration 16Q: 3 clusters Score -3202193 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3202246.000000 Penalty: 5058.403320
	Iteration 17Q: 3 clusters Score -3202246 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3202279.500000 Penalty: 5058.403320
	Iteration 18Q: 3 clusters Score -3202280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3202303.750000 Penalty: 5058.403320
	Iteration 19Q: 3 clusters Score -3202304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3202342.500000 Penalty: 5058.403320
	Iteration 20F: 3 clusters Score -3202342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3202352.000000 Penalty: 5058.403320
	Iteration 21Q: 3 clusters Score -3202352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3202373.500000 Penalty: 5058.403320
	Iteration 22Q: 3 clusters Score -3202374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3202376.750000 Penalty: 5058.403320
	Iteration 23Q: 3 clusters Score -3202377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3202391.500000 Penalty: 5058.403320
	Iteration 24Q: 3 clusters Score -3202392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3202407.000000 Penalty: 5058.403320
	Iteration 25Q: 3 clusters Score -3202407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3202415.250000 Penalty: 5058.403320
	Iteration 26Q: 3 clusters Score -3202415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3202422.500000 Penalty: 5058.403320
	Iteration 27Q: 3 clusters Score -3202422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3202434.750000 Penalty: 5058.403320
	Iteration 28Q: 3 clusters Score -3202435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3202441.250000 Penalty: 5058.403320
	Iteration 29Q: 3 clusters Score -3202441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3202461.250000 Penalty: 5058.403320
	Iteration 30Q: 3 clusters Score -3202461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3202475.000000 Penalty: 5058.403320
	Iteration 31Q: 3 clusters Score -3202475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3202489.500000 Penalty: 5058.403320
	Iteration 32Q: 3 clusters Score -3202490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3202492.750000 Penalty: 5058.403320
	Iteration 33Q: 3 clusters Score -3202493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3202501.000000 Penalty: 5058.403320
	Iteration 34Q: 3 clusters Score -3202501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3202507.000000 Penalty: 5058.403320
	Iteration 35Q: 3 clusters Score -3202507 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3202519.250000 Penalty: 5058.403320
	Iteration 36Q: 3 clusters Score -3202519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3202529.500000 Penalty: 5058.403320
	Iteration 37Q: 3 clusters Score -3202530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3202546.750000 Penalty: 5058.403320
	Iteration 38Q: 3 clusters Score -3202547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3202552.500000 Penalty: 5058.403320
	Iteration 39Q: 3 clusters Score -3202552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3202554.750000 Penalty: 5058.403320
	Iteration 40F: 3 clusters Score -3202555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3202555.250000 Penalty: 5058.403320
	Iteration 41Q: 3 clusters Score -3202555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3202553.000000 Penalty: 5058.403320
	Iteration 42Q: 3 clusters Score -3202553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3202558.750000 Penalty: 5058.403320
	Iteration 43Q: 3 clusters Score -3202559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3202554.250000 Penalty: 5058.403320
	Iteration 44Q: 3 clusters Score -3202554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3202561.250000 Penalty: 5058.403320
	Iteration 45Q: 3 clusters Score -3202561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3202563.500000 Penalty: 5058.403320
	Iteration 46Q: 3 clusters Score -3202564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3202570.250000 Penalty: 5058.403320
	Iteration 47Q: 3 clusters Score -3202570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3202566.750000 Penalty: 5058.403320
	Iteration 48Q: 3 clusters Score -3202567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3202571.500000 Penalty: 5058.403320
	Iteration 49Q: 3 clusters Score -3202572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3202573.250000 Penalty: 5058.403320
	Iteration 50Q: 3 clusters Score -3202573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3202571.750000 Penalty: 5058.403320
	Iteration 51Q: 3 clusters Score -3202572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3202573.500000 Penalty: 5058.403320
	Iteration 52Q: 3 clusters Score -3202574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3202576.000000 Penalty: 5058.403320
	Iteration 53Q: 3 clusters Score -3202576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3202577.000000 Penalty: 5058.403320
	Iteration 54Q: 3 clusters Score -3202577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3202577.000000 Penalty: 5058.403320
	Iteration 55F: 3 clusters Score -3202577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Entering Unmasked Estep 
Score: -2476169.750000 Penalty: 2475.082520
	Iteration 0F: 2 clusters Score -2476170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2461133.750000 Penalty: 4950.165039
	Iteration 0F: 3 clusters Score -2461134 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2466392.500000 Penalty: 4950.165039
	Iteration 1F: 3 clusters Score -2466392 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2466766.500000 Penalty: 4950.165039
	Iteration 2F: 3 clusters Score -2466766 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2467068.250000 Penalty: 4950.165039
	Iteration 3Q: 3 clusters Score -2467068 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2467358.250000 Penalty: 4950.165039
	Iteration 4Q: 3 clusters Score -2467358 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2467674.750000 Penalty: 4950.165039
	Iteration 5Q: 3 clusters Score -2467675 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2468036.000000 Penalty: 4950.165039
	Iteration 6Q: 3 clusters Score -2468036 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2468425.250000 Penalty: 4950.165039
	Iteration 7Q: 3 clusters Score -2468425 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2468917.250000 Penalty: 4950.165039
	Iteration 8Q: 3 clusters Score -2468917 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2469437.750000 Penalty: 4950.165039
	Iteration 9Q: 3 clusters Score -2469438 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2469969.000000 Penalty: 4950.165039
	Iteration 10Q: 3 clusters Score -2469969 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2470550.500000 Penalty: 4950.165039
	Iteration 11Q: 3 clusters Score -2470550 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2471114.250000 Penalty: 4950.165039
	Iteration 12Q: 3 clusters Score -2471114 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2471535.000000 Penalty: 4950.165039
	Iteration 13Q: 3 clusters Score -2471535 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2471838.750000 Penalty: 4950.165039
	Iteration 14Q: 3 clusters Score -2471839 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2472073.750000 Penalty: 4950.165039
	Iteration 15Q: 3 clusters Score -2472074 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2472264.000000 Penalty: 4950.165039
	Iteration 16Q: 3 clusters Score -2472264 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2472432.500000 Penalty: 4950.165039
	Iteration 17Q: 3 clusters Score -2472432 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2472563.250000 Penalty: 4950.165039
	Iteration 18Q: 3 clusters Score -2472563 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2472684.250000 Penalty: 4950.165039
	Iteration 19Q: 3 clusters Score -2472684 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2472793.500000 Penalty: 4950.165039
	Iteration 20F: 3 clusters Score -2472794 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2472873.250000 Penalty: 4950.165039
	Iteration 21Q: 3 clusters Score -2472873 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2472961.500000 Penalty: 4950.165039
	Iteration 22Q: 3 clusters Score -2472962 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2473051.750000 Penalty: 4950.165039
	Iteration 23Q: 3 clusters Score -2473052 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2473143.000000 Penalty: 4950.165039
	Iteration 24Q: 3 clusters Score -2473143 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2473214.750000 Penalty: 4950.165039
	Iteration 25Q: 3 clusters Score -2473215 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2473304.750000 Penalty: 4950.165039
	Iteration 26Q: 3 clusters Score -2473305 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2473364.500000 Penalty: 4950.165039
	Iteration 27Q: 3 clusters Score -2473364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2473425.750000 Penalty: 4950.165039
	Iteration 28Q: 3 clusters Score -2473426 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2473495.750000 Penalty: 4950.165039
	Iteration 29Q: 3 clusters Score -2473496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2473553.250000 Penalty: 4950.165039
	Iteration 30Q: 3 clusters Score -2473553 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2473597.000000 Penalty: 4950.165039
	Iteration 31Q: 3 clusters Score -2473597 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2473634.750000 Penalty: 4950.165039
	Iteration 32Q: 3 clusters Score -2473635 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2473663.000000 Penalty: 4950.165039
	Iteration 33Q: 3 clusters Score -2473663 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2473694.750000 Penalty: 4950.165039
	Iteration 34Q: 3 clusters Score -2473695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2473713.750000 Penalty: 4950.165039
	Iteration 35Q: 3 clusters Score -2473714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2473750.500000 Penalty: 4950.165039
	Iteration 36Q: 3 clusters Score -2473750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2473780.250000 Penalty: 4950.165039
	Iteration 37Q: 3 clusters Score -2473780 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2473809.500000 Penalty: 4950.165039
	Iteration 38Q: 3 clusters Score -2473810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2473848.000000 Penalty: 4950.165039
	Iteration 39Q: 3 clusters Score -2473848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2473868.000000 Penalty: 4950.165039
	Iteration 40F: 3 clusters Score -2473868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2473896.000000 Penalty: 4950.165039
	Iteration 41Q: 3 clusters Score -2473896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2473922.250000 Penalty: 4950.165039
	Iteration 42Q: 3 clusters Score -2473922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2473953.500000 Penalty: 4950.165039
	Iteration 43Q: 3 clusters Score -2473954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2473989.250000 Penalty: 4950.165039
	Iteration 44Q: 3 clusters Score -2473989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2474018.000000 Penalty: 4950.165039
	Iteration 45Q: 3 clusters Score -2474018 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2474023.500000 Penalty: 4950.165039
	Iteration 46Q: 3 clusters Score -2474024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -2474032.500000 Penalty: 4950.165039
	Iteration 47Q: 3 clusters Score -2474032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2474045.250000 Penalty: 4950.165039
	Iteration 48Q: 3 clusters Score -2474045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2474060.750000 Penalty: 4950.165039
	Iteration 49Q: 3 clusters Score -2474061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2474065.500000 Penalty: 4950.165039
	Iteration 50Q: 3 clusters Score -2474066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2474072.250000 Penalty: 4950.165039
	Iteration 51Q: 3 clusters Score -2474072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2474089.250000 Penalty: 4950.165039
	Iteration 52Q: 3 clusters Score -2474089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2474087.750000 Penalty: 4950.165039
	Iteration 53Q: 3 clusters Score -2474088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2474094.000000 Penalty: 4950.165039
	Iteration 54Q: 3 clusters Score -2474094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2474102.750000 Penalty: 4950.165039
	Iteration 55Q: 3 clusters Score -2474103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2474105.000000 Penalty: 4950.165039
	Iteration 56Q: 3 clusters Score -2474105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2474109.750000 Penalty: 4950.165039
	Iteration 57Q: 3 clusters Score -2474110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2474121.000000 Penalty: 4950.165039
	Iteration 58Q: 3 clusters Score -2474121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2474119.750000 Penalty: 4950.165039
	Iteration 59Q: 3 clusters Score -2474120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2474118.500000 Penalty: 4950.165039
	Iteration 60F: 3 clusters Score -2474118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2474126.000000 Penalty: 4950.165039
	Iteration 61Q: 3 clusters Score -2474126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2474125.500000 Penalty: 4950.165039
	Iteration 62Q: 3 clusters Score -2474126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2474129.000000 Penalty: 4950.165039
	Iteration 63Q: 3 clusters Score -2474129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2474130.000000 Penalty: 4950.165039
	Iteration 64Q: 3 clusters Score -2474130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2474127.750000 Penalty: 4950.165039
	Iteration 65Q: 3 clusters Score -2474128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2474131.000000 Penalty: 4950.165039
	Iteration 66Q: 3 clusters Score -2474131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2474129.500000 Penalty: 4950.165039
	Iteration 67Q: 3 clusters Score -2474130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2474132.000000 Penalty: 4950.165039
	Iteration 68Q: 3 clusters Score -2474132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2474136.750000 Penalty: 4950.165039
	Iteration 69Q: 3 clusters Score -2474137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2474134.250000 Penalty: 4950.165039
	Iteration 70Q: 3 clusters Score -2474134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2474135.750000 Penalty: 4950.165039
	Iteration 71Q: 3 clusters Score -2474136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2474135.750000 Penalty: 4950.165039
	Iteration 72Q: 3 clusters Score -2474136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2474137.750000 Penalty: 4950.165039
	Iteration 73Q: 3 clusters Score -2474138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2474137.250000 Penalty: 4950.165039
	Iteration 74Q: 3 clusters Score -2474137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2474144.000000 Penalty: 4950.165039
	Iteration 75Q: 3 clusters Score -2474144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2474147.500000 Penalty: 4950.165039
	Iteration 76Q: 3 clusters Score -2474148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2474145.750000 Penalty: 4950.165039
	Iteration 77Q: 3 clusters Score -2474146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2474151.250000 Penalty: 4950.165039
	Iteration 78Q: 3 clusters Score -2474151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2474146.750000 Penalty: 4950.165039
	Iteration 79Q: 3 clusters Score -2474147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2474149.250000 Penalty: 4950.165039
	Iteration 80F: 3 clusters Score -2474149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2474148.750000 Penalty: 4950.165039
	Iteration 81Q: 3 clusters Score -2474149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2474145.750000 Penalty: 4950.165039
	Iteration 82Q: 3 clusters Score -2474146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2474147.000000 Penalty: 4950.165039
	Iteration 83Q: 3 clusters Score -2474147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2474148.750000 Penalty: 4950.165039
	Iteration 84Q: 3 clusters Score -2474149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2474154.250000 Penalty: 4950.165039
	Iteration 85Q: 3 clusters Score -2474154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2474154.000000 Penalty: 4950.165039
	Iteration 86Q: 3 clusters Score -2474154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2474155.750000 Penalty: 4950.165039
	Iteration 87Q: 3 clusters Score -2474156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2474156.000000 Penalty: 4950.165039
	Iteration 88Q: 3 clusters Score -2474156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2474156.000000 Penalty: 4950.165039
	Iteration 89F: 3 clusters Score -2474156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Entering Unmasked Estep 
Score: -2350031.000000 Penalty: 2456.089600
	Iteration 0F: 2 clusters Score -2350031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2335851.000000 Penalty: 4912.179199
	Iteration 0F: 3 clusters Score -2335851 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2340968.500000 Penalty: 4912.179199
	Iteration 1F: 3 clusters Score -2340968 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2341761.000000 Penalty: 4912.179199
	Iteration 2F: 3 clusters Score -2341761 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2342476.500000 Penalty: 4912.179199
	Iteration 3F: 3 clusters Score -2342476 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2343039.750000 Penalty: 4912.179199
	Iteration 4F: 3 clusters Score -2343040 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2343507.750000 Penalty: 4912.179199
	Iteration 5Q: 3 clusters Score -2343508 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2343951.250000 Penalty: 4912.179199
	Iteration 6Q: 3 clusters Score -2343951 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2344342.750000 Penalty: 4912.179199
	Iteration 7Q: 3 clusters Score -2344343 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2344702.500000 Penalty: 4912.179199
	Iteration 8Q: 3 clusters Score -2344702 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2345078.000000 Penalty: 4912.179199
	Iteration 9Q: 3 clusters Score -2345078 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2345444.250000 Penalty: 4912.179199
	Iteration 10Q: 3 clusters Score -2345444 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2345881.500000 Penalty: 4912.179199
	Iteration 11Q: 3 clusters Score -2345882 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2346348.500000 Penalty: 4912.179199
	Iteration 12Q: 3 clusters Score -2346348 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -2346808.250000 Penalty: 4912.179199
	Iteration 13Q: 3 clusters Score -2346808 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2347244.500000 Penalty: 4912.179199
	Iteration 14Q: 3 clusters Score -2347244 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2347742.250000 Penalty: 4912.179199
	Iteration 15Q: 3 clusters Score -2347742 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2348251.000000 Penalty: 4912.179199
	Iteration 16Q: 3 clusters Score -2348251 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2348646.250000 Penalty: 4912.179199
	Iteration 17Q: 3 clusters Score -2348646 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2348948.500000 Penalty: 4912.179199
	Iteration 18Q: 3 clusters Score -2348948 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2349148.000000 Penalty: 4912.179199
	Iteration 19Q: 3 clusters Score -2349148 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2349288.000000 Penalty: 4912.179199
	Iteration 20F: 3 clusters Score -2349288 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2349374.750000 Penalty: 4912.179199
	Iteration 21Q: 3 clusters Score -2349375 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2349433.500000 Penalty: 4912.179199
	Iteration 22Q: 3 clusters Score -2349434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2349464.250000 Penalty: 4912.179199
	Iteration 23Q: 3 clusters Score -2349464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2349488.250000 Penalty: 4912.179199
	Iteration 24Q: 3 clusters Score -2349488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2349507.000000 Penalty: 4912.179199
	Iteration 25Q: 3 clusters Score -2349507 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2349515.500000 Penalty: 4912.179199
	Iteration 26Q: 3 clusters Score -2349516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2349526.750000 Penalty: 4912.179199
	Iteration 27Q: 3 clusters Score -2349527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2349532.500000 Penalty: 4912.179199
	Iteration 28Q: 3 clusters Score -2349532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2349535.250000 Penalty: 4912.179199
	Iteration 29Q: 3 clusters Score -2349535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2349535.500000 Penalty: 4912.179199
	Iteration 30Q: 3 clusters Score -2349536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2349537.250000 Penalty: 4912.179199
	Iteration 31Q: 3 clusters Score -2349537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2349540.250000 Penalty: 4912.179199
	Iteration 32Q: 3 clusters Score -2349540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2349539.750000 Penalty: 4912.179199
	Iteration 33Q: 3 clusters Score -2349540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2349540.000000 Penalty: 4912.179199
	Iteration 34Q: 3 clusters Score -2349540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2349537.000000 Penalty: 4912.179199
	Iteration 35Q: 3 clusters Score -2349537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2349540.500000 Penalty: 4912.179199
	Iteration 36Q: 3 clusters Score -2349540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2349544.250000 Penalty: 4912.179199
	Iteration 37Q: 3 clusters Score -2349544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2349547.750000 Penalty: 4912.179199
	Iteration 38Q: 3 clusters Score -2349548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2349550.250000 Penalty: 4912.179199
	Iteration 39Q: 3 clusters Score -2349550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2349549.750000 Penalty: 4912.179199
	Iteration 40F: 3 clusters Score -2349550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2349550.500000 Penalty: 4912.179199
	Iteration 41Q: 3 clusters Score -2349550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2349553.250000 Penalty: 4912.179199
	Iteration 42Q: 3 clusters Score -2349553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2349551.000000 Penalty: 4912.179199
	Iteration 43Q: 3 clusters Score -2349551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2349551.000000 Penalty: 4912.179199
	Iteration 44F: 3 clusters Score -2349551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -37803.542969 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -37803.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36430.597656 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -36430.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36787.468750 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -36787.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37147.742188 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -37147.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37246.640625 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -37246.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -37359.011719 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -37359.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37503.042969 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -37503.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37550.839844 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -37550.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37579.671875 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -37579.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37581.929688 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -37581.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37587.132812 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -37587.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37594.093750 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -37594.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37601.000000 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -37601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37601.000000 Penalty: 2991.219971
	Iteration 12F: 3 clusters Score -37601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Entering Unmasked Estep 
Score: -572289.312500 Penalty: 2132.952393
	Iteration 0F: 2 clusters Score -572289.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -567560.812500 Penalty: 4265.904785
	Iteration 0F: 3 clusters Score -567560.8 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -569082.187500 Penalty: 4265.904785
	Iteration 1F: 3 clusters Score -569082.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -569807.187500 Penalty: 4265.904785
	Iteration 2F: 3 clusters Score -569807.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -570498.000000 Penalty: 4265.904785
	Iteration 3F: 3 clusters Score -570498 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -571047.062500 Penalty: 4265.904785
	Iteration 4F: 3 clusters Score -571047.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -571441.000000 Penalty: 4265.904785
	Iteration 5F: 3 clusters Score -571441 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -571622.937500 Penalty: 4265.904785
	Iteration 6Q: 3 clusters Score -571622.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -571707.750000 Penalty: 4265.904785
	Iteration 7Q: 3 clusters Score -571707.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -571756.187500 Penalty: 4265.904785
	Iteration 8Q: 3 clusters Score -571756.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -571778.312500 Penalty: 4265.904785
	Iteration 9Q: 3 clusters Score -571778.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -571789.562500 Penalty: 4265.904785
	Iteration 10Q: 3 clusters Score -571789.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -571796.500000 Penalty: 4265.904785
	Iteration 11Q: 3 clusters Score -571796.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -571802.375000 Penalty: 4265.904785
	Iteration 12Q: 3 clusters Score -571802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -571803.875000 Penalty: 4265.904785
	Iteration 13Q: 3 clusters Score -571803.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -571806.250000 Penalty: 4265.904785
	Iteration 14Q: 3 clusters Score -571806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -571807.250000 Penalty: 4265.904785
	Iteration 15Q: 3 clusters Score -571807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -571807.625000 Penalty: 4265.904785
	Iteration 16Q: 3 clusters Score -571807.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -571807.437500 Penalty: 4265.904785
	Iteration 17Q: 3 clusters Score -571807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -571808.250000 Penalty: 4265.904785
	Iteration 18Q: 3 clusters Score -571808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -571808.250000 Penalty: 4265.904785
	Iteration 19F: 3 clusters Score -571808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (125598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125598 members 
Entering Unmasked Estep 
Score: -14646441.000000 Penalty: 2911.728760
	Iteration 0F: 2 clusters Score -1.464644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -14562553.000000 Penalty: 5823.457520
	Iteration 0F: 3 clusters Score -1.456255e+07 nChanged 59611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -14597996.000000 Penalty: 5823.457520
	Iteration 1F: 3 clusters Score -1.4598e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -14600306.000000 Penalty: 5823.457520
	Iteration 2Q: 3 clusters Score -1.460031e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -14604020.000000 Penalty: 5823.457520
	Iteration 3F: 3 clusters Score -1.460402e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -14608637.000000 Penalty: 5823.457520
	Iteration 4F: 3 clusters Score -1.460864e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -14614699.000000 Penalty: 5823.457520
	Iteration 5F: 3 clusters Score -1.46147e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -14621159.000000 Penalty: 5823.457520
	Iteration 6F: 3 clusters Score -1.462116e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 103578 members 
Entering Unmasked Estep 
Score: -14627424.000000 Penalty: 5823.457520
	Iteration 7F: 3 clusters Score -1.462742e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -14632800.000000 Penalty: 5823.457520
	Iteration 8F: 3 clusters Score -1.46328e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -14637019.000000 Penalty: 5823.457520
	Iteration 9Q: 3 clusters Score -1.463702e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 119773 members 
Entering Unmasked Estep 
Score: -14640034.000000 Penalty: 5823.457520
	Iteration 10Q: 3 clusters Score -1.464003e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -14641967.000000 Penalty: 5823.457520
	Iteration 11Q: 3 clusters Score -1.464197e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 123548 members 
Entering Unmasked Estep 
Score: -14642848.000000 Penalty: 5823.457520
	Iteration 12Q: 3 clusters Score -1.464285e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 124222 members 
Entering Unmasked Estep 
Score: -14643331.000000 Penalty: 5823.457520
	Iteration 13Q: 3 clusters Score -1.464333e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 124541 members 
Entering Unmasked Estep 
Score: -14643548.000000 Penalty: 5823.457520
	Iteration 14Q: 3 clusters Score -1.464355e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 124711 members 
Entering Unmasked Estep 
Score: -14643685.000000 Penalty: 5823.457520
	Iteration 15Q: 3 clusters Score -1.464368e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -14643759.000000 Penalty: 5823.457520
	Iteration 16Q: 3 clusters Score -1.464376e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 124860 members 
Entering Unmasked Estep 
Score: -14643841.000000 Penalty: 5823.457520
	Iteration 17Q: 3 clusters Score -1.464384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 124902 members 
Entering Unmasked Estep 
Score: -14643871.000000 Penalty: 5823.457520
	Iteration 18Q: 3 clusters Score -1.464387e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 124928 members 
Entering Unmasked Estep 
Score: -14643899.000000 Penalty: 5823.457520
	Iteration 19Q: 3 clusters Score -1.46439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 124946 members 
Entering Unmasked Estep 
Score: -14643930.000000 Penalty: 5823.457520
	Iteration 20F: 3 clusters Score -1.464393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 124953 members 
Entering Unmasked Estep 
Score: -14643927.000000 Penalty: 5823.457520
	Iteration 21Q: 3 clusters Score -1.464393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 124961 members 
Entering Unmasked Estep 
Score: -14643946.000000 Penalty: 5823.457520
	Iteration 22Q: 3 clusters Score -1.464395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 124964 members 
Entering Unmasked Estep 
Score: -14643944.000000 Penalty: 5823.457520
	Iteration 23Q: 3 clusters Score -1.464394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 124969 members 
Entering Unmasked Estep 
Score: -14643961.000000 Penalty: 5823.457520
	Iteration 24Q: 3 clusters Score -1.464396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 124978 members 
Entering Unmasked Estep 
Score: -14643956.000000 Penalty: 5823.457520
	Iteration 25Q: 3 clusters Score -1.464396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 124982 members 
Entering Unmasked Estep 
Score: -14643959.000000 Penalty: 5823.457520
	Iteration 26Q: 3 clusters Score -1.464396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -14643955.000000 Penalty: 5823.457520
	Iteration 27Q: 3 clusters Score -1.464396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 124984 members 
Entering Unmasked Estep 
Score: -14643967.000000 Penalty: 5823.457520
	Iteration 28Q: 3 clusters Score -1.464397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 124985 members 
Entering Unmasked Estep 
Score: -14643960.000000 Penalty: 5823.457520
	Iteration 29Q: 3 clusters Score -1.464396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 124987 members 
Entering Unmasked Estep 
Score: -14643960.000000 Penalty: 5823.457520
	Iteration 30Q: 3 clusters Score -1.464396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 124987 members 
Entering Unmasked Estep 
Score: -14643970.000000 Penalty: 5823.457520
	Iteration 31Q: 3 clusters Score -1.464397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 124988 members 
Entering Unmasked Estep 
Score: -14643963.000000 Penalty: 5823.457520
	Iteration 32Q: 3 clusters Score -1.464396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 124988 members 
Entering Unmasked Estep 
Score: -14643963.000000 Penalty: 5823.457520
	Iteration 33F: 3 clusters Score -1.464396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1618776.250000 Penalty: 2375.180908
	Iteration 0F: 2 clusters Score -1618776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1608354.000000 Penalty: 4750.361816
	Iteration 0F: 3 clusters Score -1608354 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1611736.250000 Penalty: 4750.361816
	Iteration 1F: 3 clusters Score -1611736 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1612240.000000 Penalty: 4750.361816
	Iteration 2F: 3 clusters Score -1612240 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1612711.750000 Penalty: 4750.361816
	Iteration 3F: 3 clusters Score -1612712 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1613184.500000 Penalty: 4750.361816
	Iteration 4F: 3 clusters Score -1613184 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1613626.375000 Penalty: 4750.361816
	Iteration 5F: 3 clusters Score -1613626 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1614051.000000 Penalty: 4750.361816
	Iteration 6Q: 3 clusters Score -1614051 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1614469.375000 Penalty: 4750.361816
	Iteration 7Q: 3 clusters Score -1614469 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1614910.750000 Penalty: 4750.361816
	Iteration 8Q: 3 clusters Score -1614911 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1615379.875000 Penalty: 4750.361816
	Iteration 9Q: 3 clusters Score -1615380 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1615801.750000 Penalty: 4750.361816
	Iteration 10Q: 3 clusters Score -1615802 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1616145.375000 Penalty: 4750.361816
	Iteration 11Q: 3 clusters Score -1616145 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1616448.500000 Penalty: 4750.361816
	Iteration 12Q: 3 clusters Score -1616448 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1616686.000000 Penalty: 4750.361816
	Iteration 13Q: 3 clusters Score -1616686 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1616859.875000 Penalty: 4750.361816
	Iteration 14Q: 3 clusters Score -1616860 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1616998.500000 Penalty: 4750.361816
	Iteration 15Q: 3 clusters Score -1616998 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1617083.250000 Penalty: 4750.361816
	Iteration 16Q: 3 clusters Score -1617083 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1617130.750000 Penalty: 4750.361816
	Iteration 17Q: 3 clusters Score -1617131 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1617163.875000 Penalty: 4750.361816
	Iteration 18Q: 3 clusters Score -1617164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1617193.500000 Penalty: 4750.361816
	Iteration 19Q: 3 clusters Score -1617194 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1617222.250000 Penalty: 4750.361816
	Iteration 20F: 3 clusters Score -1617222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1617250.125000 Penalty: 4750.361816
	Iteration 21Q: 3 clusters Score -1617250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1617265.250000 Penalty: 4750.361816
	Iteration 22Q: 3 clusters Score -1617265 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1617296.375000 Penalty: 4750.361816
	Iteration 23Q: 3 clusters Score -1617296 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1617327.000000 Penalty: 4750.361816
	Iteration 24Q: 3 clusters Score -1617327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1617350.500000 Penalty: 4750.361816
	Iteration 25Q: 3 clusters Score -1617350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1617362.500000 Penalty: 4750.361816
	Iteration 26Q: 3 clusters Score -1617362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1617374.250000 Penalty: 4750.361816
	Iteration 27Q: 3 clusters Score -1617374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1617395.125000 Penalty: 4750.361816
	Iteration 28Q: 3 clusters Score -1617395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1617409.250000 Penalty: 4750.361816
	Iteration 29Q: 3 clusters Score -1617409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1617418.125000 Penalty: 4750.361816
	Iteration 30Q: 3 clusters Score -1617418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1617429.375000 Penalty: 4750.361816
	Iteration 31Q: 3 clusters Score -1617429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1617442.000000 Penalty: 4750.361816
	Iteration 32Q: 3 clusters Score -1617442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1617463.250000 Penalty: 4750.361816
	Iteration 33Q: 3 clusters Score -1617463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1617481.000000 Penalty: 4750.361816
	Iteration 34Q: 3 clusters Score -1617481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1617494.375000 Penalty: 4750.361816
	Iteration 35Q: 3 clusters Score -1617494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1617513.125000 Penalty: 4750.361816
	Iteration 36Q: 3 clusters Score -1617513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1617526.875000 Penalty: 4750.361816
	Iteration 37Q: 3 clusters Score -1617527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1617538.125000 Penalty: 4750.361816
	Iteration 38Q: 3 clusters Score -1617538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1617557.750000 Penalty: 4750.361816
	Iteration 39Q: 3 clusters Score -1617558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1617580.250000 Penalty: 4750.361816
	Iteration 40F: 3 clusters Score -1617580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1617597.500000 Penalty: 4750.361816
	Iteration 41Q: 3 clusters Score -1617598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1617622.375000 Penalty: 4750.361816
	Iteration 42Q: 3 clusters Score -1617622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1617642.875000 Penalty: 4750.361816
	Iteration 43Q: 3 clusters Score -1617643 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1617666.875000 Penalty: 4750.361816
	Iteration 44Q: 3 clusters Score -1617667 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1617713.250000 Penalty: 4750.361816
	Iteration 45Q: 3 clusters Score -1617713 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1617779.000000 Penalty: 4750.361816
	Iteration 46Q: 3 clusters Score -1617779 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1617833.250000 Penalty: 4750.361816
	Iteration 47Q: 3 clusters Score -1617833 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1617881.500000 Penalty: 4750.361816
	Iteration 48Q: 3 clusters Score -1617882 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1617930.500000 Penalty: 4750.361816
	Iteration 49Q: 3 clusters Score -1617930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1617969.125000 Penalty: 4750.361816
	Iteration 50Q: 3 clusters Score -1617969 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1618021.500000 Penalty: 4750.361816
	Iteration 51Q: 3 clusters Score -1618022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1618066.625000 Penalty: 4750.361816
	Iteration 52Q: 3 clusters Score -1618067 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1618112.125000 Penalty: 4750.361816
	Iteration 53Q: 3 clusters Score -1618112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1618146.500000 Penalty: 4750.361816
	Iteration 54Q: 3 clusters Score -1618146 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1618167.250000 Penalty: 4750.361816
	Iteration 55Q: 3 clusters Score -1618167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1618197.250000 Penalty: 4750.361816
	Iteration 56Q: 3 clusters Score -1618197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1618229.500000 Penalty: 4750.361816
	Iteration 57Q: 3 clusters Score -1618230 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1618236.750000 Penalty: 4750.361816
	Iteration 58Q: 3 clusters Score -1618237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1618247.000000 Penalty: 4750.361816
	Iteration 59Q: 3 clusters Score -1618247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1618269.250000 Penalty: 4750.361816
	Iteration 60F: 3 clusters Score -1618269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1618279.625000 Penalty: 4750.361816
	Iteration 61Q: 3 clusters Score -1618280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1618284.250000 Penalty: 4750.361816
	Iteration 62Q: 3 clusters Score -1618284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1618290.625000 Penalty: 4750.361816
	Iteration 63Q: 3 clusters Score -1618291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1618298.375000 Penalty: 4750.361816
	Iteration 64Q: 3 clusters Score -1618298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1618302.750000 Penalty: 4750.361816
	Iteration 65Q: 3 clusters Score -1618303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1618310.875000 Penalty: 4750.361816
	Iteration 66Q: 3 clusters Score -1618311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1618317.500000 Penalty: 4750.361816
	Iteration 67Q: 3 clusters Score -1618318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1618315.500000 Penalty: 4750.361816
	Iteration 68Q: 3 clusters Score -1618316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1618319.875000 Penalty: 4750.361816
	Iteration 69Q: 3 clusters Score -1618320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1618323.375000 Penalty: 4750.361816
	Iteration 70Q: 3 clusters Score -1618323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1618321.375000 Penalty: 4750.361816
	Iteration 71Q: 3 clusters Score -1618321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1618324.375000 Penalty: 4750.361816
	Iteration 72Q: 3 clusters Score -1618324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1618326.750000 Penalty: 4750.361816
	Iteration 73Q: 3 clusters Score -1618327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1618327.625000 Penalty: 4750.361816
	Iteration 74Q: 3 clusters Score -1618328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1618324.875000 Penalty: 4750.361816
	Iteration 75Q: 3 clusters Score -1618325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1618326.750000 Penalty: 4750.361816
	Iteration 76Q: 3 clusters Score -1618327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1618328.875000 Penalty: 4750.361816
	Iteration 77Q: 3 clusters Score -1618329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1618328.625000 Penalty: 4750.361816
	Iteration 78Q: 3 clusters Score -1618329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1618328.500000 Penalty: 4750.361816
	Iteration 79Q: 3 clusters Score -1618328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1618332.250000 Penalty: 4750.361816
	Iteration 80F: 3 clusters Score -1618332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1618333.875000 Penalty: 4750.361816
	Iteration 81Q: 3 clusters Score -1618334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1618331.875000 Penalty: 4750.361816
	Iteration 82Q: 3 clusters Score -1618332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1618335.625000 Penalty: 4750.361816
	Iteration 83Q: 3 clusters Score -1618336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1618337.875000 Penalty: 4750.361816
	Iteration 84Q: 3 clusters Score -1618338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1618335.625000 Penalty: 4750.361816
	Iteration 85Q: 3 clusters Score -1618336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1618336.750000 Penalty: 4750.361816
	Iteration 86Q: 3 clusters Score -1618337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1618337.375000 Penalty: 4750.361816
	Iteration 87Q: 3 clusters Score -1618337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1618339.375000 Penalty: 4750.361816
	Iteration 88Q: 3 clusters Score -1618339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1618338.625000 Penalty: 4750.361816
	Iteration 89Q: 3 clusters Score -1618339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1618338.250000 Penalty: 4750.361816
	Iteration 90Q: 3 clusters Score -1618338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1618338.250000 Penalty: 4750.361816
	Iteration 91F: 3 clusters Score -1618338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Entering Unmasked Estep 
Score: -2440151.000000 Penalty: 2471.379639
	Iteration 0F: 2 clusters Score -2440151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2425335.500000 Penalty: 4942.759277
	Iteration 0F: 3 clusters Score -2425336 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2430321.750000 Penalty: 4942.759277
	Iteration 1F: 3 clusters Score -2430322 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2430746.000000 Penalty: 4942.759277
	Iteration 2F: 3 clusters Score -2430746 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2431049.000000 Penalty: 4942.759277
	Iteration 3Q: 3 clusters Score -2431049 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2431315.750000 Penalty: 4942.759277
	Iteration 4Q: 3 clusters Score -2431316 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2431542.250000 Penalty: 4942.759277
	Iteration 5Q: 3 clusters Score -2431542 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2431793.250000 Penalty: 4942.759277
	Iteration 6Q: 3 clusters Score -2431793 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2432039.750000 Penalty: 4942.759277
	Iteration 7Q: 3 clusters Score -2432040 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2432277.750000 Penalty: 4942.759277
	Iteration 8Q: 3 clusters Score -2432278 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2432508.250000 Penalty: 4942.759277
	Iteration 9Q: 3 clusters Score -2432508 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2432760.250000 Penalty: 4942.759277
	Iteration 10Q: 3 clusters Score -2432760 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2433001.500000 Penalty: 4942.759277
	Iteration 11Q: 3 clusters Score -2433002 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2433239.750000 Penalty: 4942.759277
	Iteration 12Q: 3 clusters Score -2433240 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2433477.500000 Penalty: 4942.759277
	Iteration 13Q: 3 clusters Score -2433478 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2433742.750000 Penalty: 4942.759277
	Iteration 14Q: 3 clusters Score -2433743 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2434062.500000 Penalty: 4942.759277
	Iteration 15Q: 3 clusters Score -2434062 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2434424.000000 Penalty: 4942.759277
	Iteration 16Q: 3 clusters Score -2434424 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2434927.250000 Penalty: 4942.759277
	Iteration 17Q: 3 clusters Score -2434927 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2435515.250000 Penalty: 4942.759277
	Iteration 18Q: 3 clusters Score -2435515 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2435966.250000 Penalty: 4942.759277
	Iteration 19Q: 3 clusters Score -2435966 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2436244.750000 Penalty: 4942.759277
	Iteration 20F: 3 clusters Score -2436245 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2436429.250000 Penalty: 4942.759277
	Iteration 21Q: 3 clusters Score -2436429 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2436548.000000 Penalty: 4942.759277
	Iteration 22Q: 3 clusters Score -2436548 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2436632.500000 Penalty: 4942.759277
	Iteration 23Q: 3 clusters Score -2436632 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -2436705.750000 Penalty: 4942.759277
	Iteration 24Q: 3 clusters Score -2436706 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2436772.500000 Penalty: 4942.759277
	Iteration 25Q: 3 clusters Score -2436772 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2436834.500000 Penalty: 4942.759277
	Iteration 26Q: 3 clusters Score -2436834 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2436899.250000 Penalty: 4942.759277
	Iteration 27Q: 3 clusters Score -2436899 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2436963.000000 Penalty: 4942.759277
	Iteration 28Q: 3 clusters Score -2436963 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2437024.250000 Penalty: 4942.759277
	Iteration 29Q: 3 clusters Score -2437024 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2437079.250000 Penalty: 4942.759277
	Iteration 30Q: 3 clusters Score -2437079 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2437135.500000 Penalty: 4942.759277
	Iteration 31Q: 3 clusters Score -2437136 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2437192.750000 Penalty: 4942.759277
	Iteration 32Q: 3 clusters Score -2437193 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2437243.750000 Penalty: 4942.759277
	Iteration 33Q: 3 clusters Score -2437244 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2437299.500000 Penalty: 4942.759277
	Iteration 34Q: 3 clusters Score -2437300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2437358.500000 Penalty: 4942.759277
	Iteration 35Q: 3 clusters Score -2437358 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2437402.500000 Penalty: 4942.759277
	Iteration 36Q: 3 clusters Score -2437402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2437460.500000 Penalty: 4942.759277
	Iteration 37Q: 3 clusters Score -2437460 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2437492.000000 Penalty: 4942.759277
	Iteration 38Q: 3 clusters Score -2437492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2437538.000000 Penalty: 4942.759277
	Iteration 39Q: 3 clusters Score -2437538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2437570.250000 Penalty: 4942.759277
	Iteration 40F: 3 clusters Score -2437570 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2437612.750000 Penalty: 4942.759277
	Iteration 41Q: 3 clusters Score -2437613 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2437654.500000 Penalty: 4942.759277
	Iteration 42Q: 3 clusters Score -2437654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2437701.500000 Penalty: 4942.759277
	Iteration 43Q: 3 clusters Score -2437702 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2437748.250000 Penalty: 4942.759277
	Iteration 44Q: 3 clusters Score -2437748 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2437776.500000 Penalty: 4942.759277
	Iteration 45Q: 3 clusters Score -2437776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2437806.000000 Penalty: 4942.759277
	Iteration 46Q: 3 clusters Score -2437806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2437824.750000 Penalty: 4942.759277
	Iteration 47Q: 3 clusters Score -2437825 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2437851.000000 Penalty: 4942.759277
	Iteration 48Q: 3 clusters Score -2437851 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2437862.250000 Penalty: 4942.759277
	Iteration 49Q: 3 clusters Score -2437862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2437886.000000 Penalty: 4942.759277
	Iteration 50Q: 3 clusters Score -2437886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2437898.250000 Penalty: 4942.759277
	Iteration 51Q: 3 clusters Score -2437898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2437905.500000 Penalty: 4942.759277
	Iteration 52Q: 3 clusters Score -2437906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2437921.250000 Penalty: 4942.759277
	Iteration 53Q: 3 clusters Score -2437921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2437935.500000 Penalty: 4942.759277
	Iteration 54Q: 3 clusters Score -2437936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2437951.750000 Penalty: 4942.759277
	Iteration 55Q: 3 clusters Score -2437952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2437974.000000 Penalty: 4942.759277
	Iteration 56Q: 3 clusters Score -2437974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2437986.000000 Penalty: 4942.759277
	Iteration 57Q: 3 clusters Score -2437986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2437998.250000 Penalty: 4942.759277
	Iteration 58Q: 3 clusters Score -2437998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2438001.500000 Penalty: 4942.759277
	Iteration 59Q: 3 clusters Score -2438002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2438012.750000 Penalty: 4942.759277
	Iteration 60F: 3 clusters Score -2438013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2438027.000000 Penalty: 4942.759277
	Iteration 61Q: 3 clusters Score -2438027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2438035.250000 Penalty: 4942.759277
	Iteration 62Q: 3 clusters Score -2438035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2438042.250000 Penalty: 4942.759277
	Iteration 63Q: 3 clusters Score -2438042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2438051.000000 Penalty: 4942.759277
	Iteration 64Q: 3 clusters Score -2438051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2438062.250000 Penalty: 4942.759277
	Iteration 65Q: 3 clusters Score -2438062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2438065.750000 Penalty: 4942.759277
	Iteration 66Q: 3 clusters Score -2438066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2438072.250000 Penalty: 4942.759277
	Iteration 67Q: 3 clusters Score -2438072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2438076.750000 Penalty: 4942.759277
	Iteration 68Q: 3 clusters Score -2438077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2438083.750000 Penalty: 4942.759277
	Iteration 69Q: 3 clusters Score -2438084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2438087.250000 Penalty: 4942.759277
	Iteration 70Q: 3 clusters Score -2438087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2438094.500000 Penalty: 4942.759277
	Iteration 71Q: 3 clusters Score -2438094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2438097.000000 Penalty: 4942.759277
	Iteration 72Q: 3 clusters Score -2438097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2438103.500000 Penalty: 4942.759277
	Iteration 73Q: 3 clusters Score -2438104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2438102.750000 Penalty: 4942.759277
	Iteration 74Q: 3 clusters Score -2438103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2438105.500000 Penalty: 4942.759277
	Iteration 75Q: 3 clusters Score -2438106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2438108.000000 Penalty: 4942.759277
	Iteration 76Q: 3 clusters Score -2438108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2438110.500000 Penalty: 4942.759277
	Iteration 77Q: 3 clusters Score -2438110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2438113.250000 Penalty: 4942.759277
	Iteration 78Q: 3 clusters Score -2438113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2438116.250000 Penalty: 4942.759277
	Iteration 79Q: 3 clusters Score -2438116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2438117.250000 Penalty: 4942.759277
	Iteration 80F: 3 clusters Score -2438117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2438122.750000 Penalty: 4942.759277
	Iteration 81Q: 3 clusters Score -2438123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2438128.500000 Penalty: 4942.759277
	Iteration 82Q: 3 clusters Score -2438128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2438130.500000 Penalty: 4942.759277
	Iteration 83Q: 3 clusters Score -2438130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2438130.500000 Penalty: 4942.759277
	Iteration 84F: 3 clusters Score -2438130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -185037.968750 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -185038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -182630.578125 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -182630.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183053.718750 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -183053.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183169.187500 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -183169.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -183254.421875 Penalty: 3699.832031
	Iteration 3Q: 3 clusters Score -183254.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -183319.406250 Penalty: 3699.832031
	Iteration 4Q: 3 clusters Score -183319.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -183355.187500 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -183355.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -183373.656250 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -183373.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -183380.375000 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -183380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -183389.656250 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -183389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -183400.171875 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -183400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183404.828125 Penalty: 3699.832031
	Iteration 10Q: 3 clusters Score -183404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -183406.031250 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -183406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -183407.046875 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -183407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -183407.859375 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -183407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -183408.328125 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -183408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -183408.671875 Penalty: 3699.832031
	Iteration 15Q: 3 clusters Score -183408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -183408.671875 Penalty: 3699.832031
	Iteration 16F: 3 clusters Score -183408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Entering Unmasked Estep 
Score: -5316336.500000 Penalty: 2685.064453
	Iteration 0F: 2 clusters Score -5316336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -5282335.000000 Penalty: 5370.128906
	Iteration 0F: 3 clusters Score -5282335 nChanged 23329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5296044.000000 Penalty: 5370.128906
	Iteration 1F: 3 clusters Score -5296044 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -5297399.000000 Penalty: 5370.128906
	Iteration 2F: 3 clusters Score -5297399 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -5299015.500000 Penalty: 5370.128906
	Iteration 3F: 3 clusters Score -5299016 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -5300995.500000 Penalty: 5370.128906
	Iteration 4F: 3 clusters Score -5300996 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -5303152.000000 Penalty: 5370.128906
	Iteration 5F: 3 clusters Score -5303152 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -5305465.000000 Penalty: 5370.128906
	Iteration 6F: 3 clusters Score -5305465 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -5307869.000000 Penalty: 5370.128906
	Iteration 7F: 3 clusters Score -5307869 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -5310055.500000 Penalty: 5370.128906
	Iteration 8F: 3 clusters Score -5310056 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -5311829.500000 Penalty: 5370.128906
	Iteration 9Q: 3 clusters Score -5311830 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5313164.500000 Penalty: 5370.128906
	Iteration 10Q: 3 clusters Score -5313164 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -5313978.000000 Penalty: 5370.128906
	Iteration 11Q: 3 clusters Score -5313978 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -5314439.500000 Penalty: 5370.128906
	Iteration 12Q: 3 clusters Score -5314440 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -5314778.000000 Penalty: 5370.128906
	Iteration 13Q: 3 clusters Score -5314778 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -5314974.000000 Penalty: 5370.128906
	Iteration 14Q: 3 clusters Score -5314974 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -5315104.500000 Penalty: 5370.128906
	Iteration 15Q: 3 clusters Score -5315104 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -5315188.000000 Penalty: 5370.128906
	Iteration 16Q: 3 clusters Score -5315188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -5315274.500000 Penalty: 5370.128906
	Iteration 17Q: 3 clusters Score -5315274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -5315348.000000 Penalty: 5370.128906
	Iteration 18Q: 3 clusters Score -5315348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -5315367.000000 Penalty: 5370.128906
	Iteration 19Q: 3 clusters Score -5315367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -5315408.500000 Penalty: 5370.128906
	Iteration 20F: 3 clusters Score -5315408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -5315431.000000 Penalty: 5370.128906
	Iteration 21Q: 3 clusters Score -5315431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -5315444.000000 Penalty: 5370.128906
	Iteration 22Q: 3 clusters Score -5315444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 49392 members 
Entering Unmasked Estep 
Score: -5315457.000000 Penalty: 5370.128906
	Iteration 23Q: 3 clusters Score -5315457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -5315462.500000 Penalty: 5370.128906
	Iteration 24Q: 3 clusters Score -5315462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -5315474.500000 Penalty: 5370.128906
	Iteration 25Q: 3 clusters Score -5315474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -5315481.500000 Penalty: 5370.128906
	Iteration 26Q: 3 clusters Score -5315482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -5315492.500000 Penalty: 5370.128906
	Iteration 27Q: 3 clusters Score -5315492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -5315492.000000 Penalty: 5370.128906
	Iteration 28Q: 3 clusters Score -5315492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -5315486.000000 Penalty: 5370.128906
	Iteration 29Q: 3 clusters Score -5315486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -5315489.000000 Penalty: 5370.128906
	Iteration 30Q: 3 clusters Score -5315489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -5315491.000000 Penalty: 5370.128906
	Iteration 31Q: 3 clusters Score -5315491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -5315491.000000 Penalty: 5370.128906
	Iteration 32F: 3 clusters Score -5315491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -1045069.937500 Penalty: 2285.179199
	Iteration 0F: 2 clusters Score -1045070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1037530.500000 Penalty: 4570.358398
	Iteration 0F: 3 clusters Score -1037530 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1040094.250000 Penalty: 4570.358398
	Iteration 1F: 3 clusters Score -1040094 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1040601.250000 Penalty: 4570.358398
	Iteration 2F: 3 clusters Score -1040601 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1040967.812500 Penalty: 4570.358398
	Iteration 3F: 3 clusters Score -1040968 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1041263.500000 Penalty: 4570.358398
	Iteration 4F: 3 clusters Score -1041264 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1041539.187500 Penalty: 4570.358398
	Iteration 5Q: 3 clusters Score -1041539 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1041779.187500 Penalty: 4570.358398
	Iteration 6Q: 3 clusters Score -1041779 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1041992.312500 Penalty: 4570.358398
	Iteration 7Q: 3 clusters Score -1041992 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1042251.000000 Penalty: 4570.358398
	Iteration 8Q: 3 clusters Score -1042251 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1042533.125000 Penalty: 4570.358398
	Iteration 9Q: 3 clusters Score -1042533 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1042788.750000 Penalty: 4570.358398
	Iteration 10Q: 3 clusters Score -1042789 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1042960.375000 Penalty: 4570.358398
	Iteration 11Q: 3 clusters Score -1042960 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1043092.125000 Penalty: 4570.358398
	Iteration 12Q: 3 clusters Score -1043092 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1043188.312500 Penalty: 4570.358398
	Iteration 13Q: 3 clusters Score -1043188 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1043261.187500 Penalty: 4570.358398
	Iteration 14Q: 3 clusters Score -1043261 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1043308.062500 Penalty: 4570.358398
	Iteration 15Q: 3 clusters Score -1043308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1043342.937500 Penalty: 4570.358398
	Iteration 16Q: 3 clusters Score -1043343 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1043357.312500 Penalty: 4570.358398
	Iteration 17Q: 3 clusters Score -1043357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1043377.625000 Penalty: 4570.358398
	Iteration 18Q: 3 clusters Score -1043378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1043394.937500 Penalty: 4570.358398
	Iteration 19Q: 3 clusters Score -1043395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1043408.687500 Penalty: 4570.358398
	Iteration 20F: 3 clusters Score -1043409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1043423.875000 Penalty: 4570.358398
	Iteration 21Q: 3 clusters Score -1043424 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1043431.500000 Penalty: 4570.358398
	Iteration 22Q: 3 clusters Score -1043432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1043442.000000 Penalty: 4570.358398
	Iteration 23Q: 3 clusters Score -1043442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1043454.062500 Penalty: 4570.358398
	Iteration 24Q: 3 clusters Score -1043454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1043463.250000 Penalty: 4570.358398
	Iteration 25Q: 3 clusters Score -1043463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1043470.187500 Penalty: 4570.358398
	Iteration 26Q: 3 clusters Score -1043470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1043479.000000 Penalty: 4570.358398
	Iteration 27Q: 3 clusters Score -1043479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1043485.750000 Penalty: 4570.358398
	Iteration 28Q: 3 clusters Score -1043486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1043494.625000 Penalty: 4570.358398
	Iteration 29Q: 3 clusters Score -1043495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1043502.562500 Penalty: 4570.358398
	Iteration 30Q: 3 clusters Score -1043503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1043507.750000 Penalty: 4570.358398
	Iteration 31Q: 3 clusters Score -1043508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1043515.250000 Penalty: 4570.358398
	Iteration 32Q: 3 clusters Score -1043515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1043521.125000 Penalty: 4570.358398
	Iteration 33Q: 3 clusters Score -1043521 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1043533.750000 Penalty: 4570.358398
	Iteration 34Q: 3 clusters Score -1043534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1043552.062500 Penalty: 4570.358398
	Iteration 35Q: 3 clusters Score -1043552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1043583.437500 Penalty: 4570.358398
	Iteration 36Q: 3 clusters Score -1043583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1043610.125000 Penalty: 4570.358398
	Iteration 37Q: 3 clusters Score -1043610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1043630.562500 Penalty: 4570.358398
	Iteration 38Q: 3 clusters Score -1043631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1043650.687500 Penalty: 4570.358398
	Iteration 39Q: 3 clusters Score -1043651 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1043675.875000 Penalty: 4570.358398
	Iteration 40F: 3 clusters Score -1043676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1043701.562500 Penalty: 4570.358398
	Iteration 41Q: 3 clusters Score -1043702 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1043720.812500 Penalty: 4570.358398
	Iteration 42Q: 3 clusters Score -1043721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1043743.500000 Penalty: 4570.358398
	Iteration 43Q: 3 clusters Score -1043744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1043758.375000 Penalty: 4570.358398
	Iteration 44Q: 3 clusters Score -1043758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1043767.062500 Penalty: 4570.358398
	Iteration 45Q: 3 clusters Score -1043767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1043777.812500 Penalty: 4570.358398
	Iteration 46Q: 3 clusters Score -1043778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1043784.750000 Penalty: 4570.358398
	Iteration 47Q: 3 clusters Score -1043785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1043795.437500 Penalty: 4570.358398
	Iteration 48Q: 3 clusters Score -1043795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1043802.875000 Penalty: 4570.358398
	Iteration 49Q: 3 clusters Score -1043803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1043813.000000 Penalty: 4570.358398
	Iteration 50Q: 3 clusters Score -1043813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1043824.937500 Penalty: 4570.358398
	Iteration 51Q: 3 clusters Score -1043825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1043831.875000 Penalty: 4570.358398
	Iteration 52Q: 3 clusters Score -1043832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1043840.687500 Penalty: 4570.358398
	Iteration 53Q: 3 clusters Score -1043841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1043844.562500 Penalty: 4570.358398
	Iteration 54Q: 3 clusters Score -1043845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1043849.625000 Penalty: 4570.358398
	Iteration 55Q: 3 clusters Score -1043850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1043854.875000 Penalty: 4570.358398
	Iteration 56Q: 3 clusters Score -1043855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1043862.062500 Penalty: 4570.358398
	Iteration 57Q: 3 clusters Score -1043862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1043866.625000 Penalty: 4570.358398
	Iteration 58Q: 3 clusters Score -1043867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1043870.750000 Penalty: 4570.358398
	Iteration 59Q: 3 clusters Score -1043871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1043874.875000 Penalty: 4570.358398
	Iteration 60F: 3 clusters Score -1043875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1043880.812500 Penalty: 4570.358398
	Iteration 61Q: 3 clusters Score -1043881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1043890.750000 Penalty: 4570.358398
	Iteration 62Q: 3 clusters Score -1043891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1043900.437500 Penalty: 4570.358398
	Iteration 63Q: 3 clusters Score -1043900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1043906.625000 Penalty: 4570.358398
	Iteration 64Q: 3 clusters Score -1043907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1043911.750000 Penalty: 4570.358398
	Iteration 65Q: 3 clusters Score -1043912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1043912.375000 Penalty: 4570.358398
	Iteration 66Q: 3 clusters Score -1043912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1043912.875000 Penalty: 4570.358398
	Iteration 67Q: 3 clusters Score -1043913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1043921.250000 Penalty: 4570.358398
	Iteration 68Q: 3 clusters Score -1043921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1043924.062500 Penalty: 4570.358398
	Iteration 69Q: 3 clusters Score -1043924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1043927.500000 Penalty: 4570.358398
	Iteration 70Q: 3 clusters Score -1043928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1043933.187500 Penalty: 4570.358398
	Iteration 71Q: 3 clusters Score -1043933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1043938.375000 Penalty: 4570.358398
	Iteration 72Q: 3 clusters Score -1043938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1043940.437500 Penalty: 4570.358398
	Iteration 73Q: 3 clusters Score -1043940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1043945.437500 Penalty: 4570.358398
	Iteration 74Q: 3 clusters Score -1043945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1043949.687500 Penalty: 4570.358398
	Iteration 75Q: 3 clusters Score -1043950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1043956.437500 Penalty: 4570.358398
	Iteration 76Q: 3 clusters Score -1043956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1043959.812500 Penalty: 4570.358398
	Iteration 77Q: 3 clusters Score -1043960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1043962.187500 Penalty: 4570.358398
	Iteration 78Q: 3 clusters Score -1043962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1043966.187500 Penalty: 4570.358398
	Iteration 79Q: 3 clusters Score -1043966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1043967.625000 Penalty: 4570.358398
	Iteration 80F: 3 clusters Score -1043968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1043975.812500 Penalty: 4570.358398
	Iteration 81Q: 3 clusters Score -1043976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1043975.375000 Penalty: 4570.358398
	Iteration 82Q: 3 clusters Score -1043975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1043978.187500 Penalty: 4570.358398
	Iteration 83Q: 3 clusters Score -1043978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1043979.125000 Penalty: 4570.358398
	Iteration 84Q: 3 clusters Score -1043979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1043979.750000 Penalty: 4570.358398
	Iteration 85Q: 3 clusters Score -1043980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1043980.375000 Penalty: 4570.358398
	Iteration 86Q: 3 clusters Score -1043980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1043980.375000 Penalty: 4570.358398
	Iteration 87F: 3 clusters Score -1043980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -1216461.125000 Penalty: 2305.331787
	Iteration 0F: 2 clusters Score -1216461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1208198.625000 Penalty: 4610.663574
	Iteration 0F: 3 clusters Score -1208199 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1210637.250000 Penalty: 4610.663574
	Iteration 1F: 3 clusters Score -1210637 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1210935.750000 Penalty: 4610.663574
	Iteration 2F: 3 clusters Score -1210936 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1211177.625000 Penalty: 4610.663574
	Iteration 3F: 3 clusters Score -1211178 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1211367.750000 Penalty: 4610.663574
	Iteration 4Q: 3 clusters Score -1211368 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1211532.875000 Penalty: 4610.663574
	Iteration 5Q: 3 clusters Score -1211533 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1211665.000000 Penalty: 4610.663574
	Iteration 6Q: 3 clusters Score -1211665 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1211793.625000 Penalty: 4610.663574
	Iteration 7Q: 3 clusters Score -1211794 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1211919.875000 Penalty: 4610.663574
	Iteration 8Q: 3 clusters Score -1211920 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1212063.750000 Penalty: 4610.663574
	Iteration 9Q: 3 clusters Score -1212064 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1212223.750000 Penalty: 4610.663574
	Iteration 10Q: 3 clusters Score -1212224 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1212418.250000 Penalty: 4610.663574
	Iteration 11Q: 3 clusters Score -1212418 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1212613.250000 Penalty: 4610.663574
	Iteration 12Q: 3 clusters Score -1212613 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1212803.750000 Penalty: 4610.663574
	Iteration 13Q: 3 clusters Score -1212804 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1212986.750000 Penalty: 4610.663574
	Iteration 14Q: 3 clusters Score -1212987 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1213148.750000 Penalty: 4610.663574
	Iteration 15Q: 3 clusters Score -1213149 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1213283.875000 Penalty: 4610.663574
	Iteration 16Q: 3 clusters Score -1213284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1213417.875000 Penalty: 4610.663574
	Iteration 17Q: 3 clusters Score -1213418 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1213522.125000 Penalty: 4610.663574
	Iteration 18Q: 3 clusters Score -1213522 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1213628.625000 Penalty: 4610.663574
	Iteration 19Q: 3 clusters Score -1213629 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1213730.000000 Penalty: 4610.663574
	Iteration 20F: 3 clusters Score -1213730 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1213828.000000 Penalty: 4610.663574
	Iteration 21Q: 3 clusters Score -1213828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1213918.125000 Penalty: 4610.663574
	Iteration 22Q: 3 clusters Score -1213918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1214024.125000 Penalty: 4610.663574
	Iteration 23Q: 3 clusters Score -1214024 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1214112.000000 Penalty: 4610.663574
	Iteration 24Q: 3 clusters Score -1214112 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1214184.500000 Penalty: 4610.663574
	Iteration 25Q: 3 clusters Score -1214184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1214249.875000 Penalty: 4610.663574
	Iteration 26Q: 3 clusters Score -1214250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1214297.000000 Penalty: 4610.663574
	Iteration 27Q: 3 clusters Score -1214297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1214340.125000 Penalty: 4610.663574
	Iteration 28Q: 3 clusters Score -1214340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1214370.750000 Penalty: 4610.663574
	Iteration 29Q: 3 clusters Score -1214371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1214400.750000 Penalty: 4610.663574
	Iteration 30Q: 3 clusters Score -1214401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1214420.500000 Penalty: 4610.663574
	Iteration 31Q: 3 clusters Score -1214420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1214451.750000 Penalty: 4610.663574
	Iteration 32Q: 3 clusters Score -1214452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1214482.250000 Penalty: 4610.663574
	Iteration 33Q: 3 clusters Score -1214482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1214509.000000 Penalty: 4610.663574
	Iteration 34Q: 3 clusters Score -1214509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1214527.750000 Penalty: 4610.663574
	Iteration 35Q: 3 clusters Score -1214528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1214547.625000 Penalty: 4610.663574
	Iteration 36Q: 3 clusters Score -1214548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1214564.625000 Penalty: 4610.663574
	Iteration 37Q: 3 clusters Score -1214565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1214582.875000 Penalty: 4610.663574
	Iteration 38Q: 3 clusters Score -1214583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1214597.500000 Penalty: 4610.663574
	Iteration 39Q: 3 clusters Score -1214598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1214608.750000 Penalty: 4610.663574
	Iteration 40F: 3 clusters Score -1214609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1214619.750000 Penalty: 4610.663574
	Iteration 41Q: 3 clusters Score -1214620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1214626.750000 Penalty: 4610.663574
	Iteration 42Q: 3 clusters Score -1214627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1214640.500000 Penalty: 4610.663574
	Iteration 43Q: 3 clusters Score -1214640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1214644.500000 Penalty: 4610.663574
	Iteration 44Q: 3 clusters Score -1214644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1214651.250000 Penalty: 4610.663574
	Iteration 45Q: 3 clusters Score -1214651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1214656.875000 Penalty: 4610.663574
	Iteration 46Q: 3 clusters Score -1214657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1214658.625000 Penalty: 4610.663574
	Iteration 47Q: 3 clusters Score -1214659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1214660.750000 Penalty: 4610.663574
	Iteration 48Q: 3 clusters Score -1214661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1214663.125000 Penalty: 4610.663574
	Iteration 49Q: 3 clusters Score -1214663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1214668.125000 Penalty: 4610.663574
	Iteration 50Q: 3 clusters Score -1214668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1214669.375000 Penalty: 4610.663574
	Iteration 51Q: 3 clusters Score -1214669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1214670.000000 Penalty: 4610.663574
	Iteration 52Q: 3 clusters Score -1214670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1214669.875000 Penalty: 4610.663574
	Iteration 53Q: 3 clusters Score -1214670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1214672.000000 Penalty: 4610.663574
	Iteration 54Q: 3 clusters Score -1214672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1214673.250000 Penalty: 4610.663574
	Iteration 55Q: 3 clusters Score -1214673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1214674.000000 Penalty: 4610.663574
	Iteration 56Q: 3 clusters Score -1214674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1214674.125000 Penalty: 4610.663574
	Iteration 57Q: 3 clusters Score -1214674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1214675.250000 Penalty: 4610.663574
	Iteration 58Q: 3 clusters Score -1214675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1214678.250000 Penalty: 4610.663574
	Iteration 59Q: 3 clusters Score -1214678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1214678.250000 Penalty: 4610.663574
	Iteration 60F: 3 clusters Score -1214678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1214678.750000 Penalty: 4610.663574
	Iteration 61Q: 3 clusters Score -1214679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1214680.500000 Penalty: 4610.663574
	Iteration 62Q: 3 clusters Score -1214680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1214683.125000 Penalty: 4610.663574
	Iteration 63Q: 3 clusters Score -1214683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1214683.125000 Penalty: 4610.663574
	Iteration 64F: 3 clusters Score -1214683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (107635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107635 members 
Entering Unmasked Estep 
Score: -12744759.000000 Penalty: 2873.452393
	Iteration 0F: 2 clusters Score -1.274476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -12672897.000000 Penalty: 5746.904785
	Iteration 0F: 3 clusters Score -1.26729e+07 nChanged 51153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -12701651.000000 Penalty: 5746.904785
	Iteration 1F: 3 clusters Score -1.270165e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -12702466.000000 Penalty: 5746.904785
	Iteration 2Q: 3 clusters Score -1.270247e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 56817 members 
Entering Unmasked Estep 
Score: -12703464.000000 Penalty: 5746.904785
	Iteration 3Q: 3 clusters Score -1.270346e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -12705200.000000 Penalty: 5746.904785
	Iteration 4Q: 3 clusters Score -1.27052e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -12707787.000000 Penalty: 5746.904785
	Iteration 5F: 3 clusters Score -1.270779e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -12711749.000000 Penalty: 5746.904785
	Iteration 6F: 3 clusters Score -1.271175e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 71306 members 
Entering Unmasked Estep 
Score: -12716611.000000 Penalty: 5746.904785
	Iteration 7F: 3 clusters Score -1.271661e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 76582 members 
Entering Unmasked Estep 
Score: -12721566.000000 Penalty: 5746.904785
	Iteration 8F: 3 clusters Score -1.272157e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -12725711.000000 Penalty: 5746.904785
	Iteration 9F: 3 clusters Score -1.272571e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -12729243.000000 Penalty: 5746.904785
	Iteration 10Q: 3 clusters Score -1.272924e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 90115 members 
Entering Unmasked Estep 
Score: -12732241.000000 Penalty: 5746.904785
	Iteration 11Q: 3 clusters Score -1.273224e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -12734803.000000 Penalty: 5746.904785
	Iteration 12Q: 3 clusters Score -1.27348e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 96222 members 
Entering Unmasked Estep 
Score: -12736871.000000 Penalty: 5746.904785
	Iteration 13Q: 3 clusters Score -1.273687e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -12738344.000000 Penalty: 5746.904785
	Iteration 14Q: 3 clusters Score -1.273834e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 99810 members 
Entering Unmasked Estep 
Score: -12739453.000000 Penalty: 5746.904785
	Iteration 15Q: 3 clusters Score -1.273945e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -12740125.000000 Penalty: 5746.904785
	Iteration 16Q: 3 clusters Score -1.274012e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 101823 members 
Entering Unmasked Estep 
Score: -12740551.000000 Penalty: 5746.904785
	Iteration 17Q: 3 clusters Score -1.274055e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -12740903.000000 Penalty: 5746.904785
	Iteration 18Q: 3 clusters Score -1.27409e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 103140 members 
Entering Unmasked Estep 
Score: -12741136.000000 Penalty: 5746.904785
	Iteration 19Q: 3 clusters Score -1.274114e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 103648 members 
Entering Unmasked Estep 
Score: -12741359.000000 Penalty: 5746.904785
	Iteration 20F: 3 clusters Score -1.274136e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 104055 members 
Entering Unmasked Estep 
Score: -12741516.000000 Penalty: 5746.904785
	Iteration 21Q: 3 clusters Score -1.274152e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 104412 members 
Entering Unmasked Estep 
Score: -12741659.000000 Penalty: 5746.904785
	Iteration 22Q: 3 clusters Score -1.274166e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -12741772.000000 Penalty: 5746.904785
	Iteration 23Q: 3 clusters Score -1.274177e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -12741966.000000 Penalty: 5746.904785
	Iteration 24Q: 3 clusters Score -1.274197e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -12742048.000000 Penalty: 5746.904785
	Iteration 25Q: 3 clusters Score -1.274205e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -12742107.000000 Penalty: 5746.904785
	Iteration 26Q: 3 clusters Score -1.274211e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -12742201.000000 Penalty: 5746.904785
	Iteration 27Q: 3 clusters Score -1.27422e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -12742260.000000 Penalty: 5746.904785
	Iteration 28Q: 3 clusters Score -1.274226e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -12742311.000000 Penalty: 5746.904785
	Iteration 29Q: 3 clusters Score -1.274231e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -12742332.000000 Penalty: 5746.904785
	Iteration 30Q: 3 clusters Score -1.274233e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 106018 members 
Entering Unmasked Estep 
Score: -12742355.000000 Penalty: 5746.904785
	Iteration 31Q: 3 clusters Score -1.274236e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 106078 members 
Entering Unmasked Estep 
Score: -12742382.000000 Penalty: 5746.904785
	Iteration 32Q: 3 clusters Score -1.274238e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 106126 members 
Entering Unmasked Estep 
Score: -12742383.000000 Penalty: 5746.904785
	Iteration 33Q: 3 clusters Score -1.274238e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 106171 members 
Entering Unmasked Estep 
Score: -12742404.000000 Penalty: 5746.904785
	Iteration 34Q: 3 clusters Score -1.27424e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -12742447.000000 Penalty: 5746.904785
	Iteration 35Q: 3 clusters Score -1.274245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 106251 members 
Entering Unmasked Estep 
Score: -12742442.000000 Penalty: 5746.904785
	Iteration 36Q: 3 clusters Score -1.274244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 106272 members 
Entering Unmasked Estep 
Score: -12742449.000000 Penalty: 5746.904785
	Iteration 37Q: 3 clusters Score -1.274245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -12742443.000000 Penalty: 5746.904785
	Iteration 38Q: 3 clusters Score -1.274244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 106309 members 
Entering Unmasked Estep 
Score: -12742458.000000 Penalty: 5746.904785
	Iteration 39Q: 3 clusters Score -1.274246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 106327 members 
Entering Unmasked Estep 
Score: -12742477.000000 Penalty: 5746.904785
	Iteration 40F: 3 clusters Score -1.274248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -12742469.000000 Penalty: 5746.904785
	Iteration 41Q: 3 clusters Score -1.274247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -12742484.000000 Penalty: 5746.904785
	Iteration 42Q: 3 clusters Score -1.274248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 106366 members 
Entering Unmasked Estep 
Score: -12742489.000000 Penalty: 5746.904785
	Iteration 43Q: 3 clusters Score -1.274249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -12742498.000000 Penalty: 5746.904785
	Iteration 44Q: 3 clusters Score -1.27425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 106388 members 
Entering Unmasked Estep 
Score: -12742485.000000 Penalty: 5746.904785
	Iteration 45Q: 3 clusters Score -1.274248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 106394 members 
Entering Unmasked Estep 
Score: -12742501.000000 Penalty: 5746.904785
	Iteration 46Q: 3 clusters Score -1.27425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 106399 members 
Entering Unmasked Estep 
Score: -12742497.000000 Penalty: 5746.904785
	Iteration 47Q: 3 clusters Score -1.27425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 106402 members 
Entering Unmasked Estep 
Score: -12742495.000000 Penalty: 5746.904785
	Iteration 48Q: 3 clusters Score -1.27425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -12742494.000000 Penalty: 5746.904785
	Iteration 49Q: 3 clusters Score -1.274249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -12742493.000000 Penalty: 5746.904785
	Iteration 50Q: 3 clusters Score -1.274249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -12742500.000000 Penalty: 5746.904785
	Iteration 51Q: 3 clusters Score -1.27425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 106414 members 
Entering Unmasked Estep 
Score: -12742503.000000 Penalty: 5746.904785
	Iteration 52Q: 3 clusters Score -1.27425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -12742496.000000 Penalty: 5746.904785
	Iteration 53Q: 3 clusters Score -1.27425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -12742503.000000 Penalty: 5746.904785
	Iteration 54Q: 3 clusters Score -1.27425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -12742506.000000 Penalty: 5746.904785
	Iteration 55Q: 3 clusters Score -1.274251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 106422 members 
Entering Unmasked Estep 
Score: -12742503.000000 Penalty: 5746.904785
	Iteration 56Q: 3 clusters Score -1.27425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 106424 members 
Entering Unmasked Estep 
Score: -12742494.000000 Penalty: 5746.904785
	Iteration 57Q: 3 clusters Score -1.274249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -12742504.000000 Penalty: 5746.904785
	Iteration 58Q: 3 clusters Score -1.27425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 106427 members 
Entering Unmasked Estep 
Score: -12742505.000000 Penalty: 5746.904785
	Iteration 59Q: 3 clusters Score -1.27425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -12742510.000000 Penalty: 5746.904785
	Iteration 60F: 3 clusters Score -1.274251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -12742504.000000 Penalty: 5746.904785
	Iteration 61Q: 3 clusters Score -1.27425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -12742504.000000 Penalty: 5746.904785
	Iteration 62F: 3 clusters Score -1.27425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -424923.093750 Penalty: 2044.072876
	Iteration 0F: 2 clusters Score -424923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -421126.031250 Penalty: 4088.145752
	Iteration 0F: 3 clusters Score -421126 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -422151.531250 Penalty: 4088.145752
	Iteration 1F: 3 clusters Score -422151.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -422488.562500 Penalty: 4088.145752
	Iteration 2F: 3 clusters Score -422488.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -422721.125000 Penalty: 4088.145752
	Iteration 3F: 3 clusters Score -422721.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -422925.218750 Penalty: 4088.145752
	Iteration 4F: 3 clusters Score -422925.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -423144.812500 Penalty: 4088.145752
	Iteration 5F: 3 clusters Score -423144.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -423323.187500 Penalty: 4088.145752
	Iteration 6Q: 3 clusters Score -423323.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -423454.218750 Penalty: 4088.145752
	Iteration 7Q: 3 clusters Score -423454.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -423561.062500 Penalty: 4088.145752
	Iteration 8Q: 3 clusters Score -423561.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -423633.468750 Penalty: 4088.145752
	Iteration 9Q: 3 clusters Score -423633.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -423724.968750 Penalty: 4088.145752
	Iteration 10Q: 3 clusters Score -423725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -423796.000000 Penalty: 4088.145752
	Iteration 11Q: 3 clusters Score -423796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -423838.781250 Penalty: 4088.145752
	Iteration 12Q: 3 clusters Score -423838.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -423867.312500 Penalty: 4088.145752
	Iteration 13Q: 3 clusters Score -423867.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -423886.906250 Penalty: 4088.145752
	Iteration 14Q: 3 clusters Score -423886.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423898.375000 Penalty: 4088.145752
	Iteration 15Q: 3 clusters Score -423898.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -423906.156250 Penalty: 4088.145752
	Iteration 16Q: 3 clusters Score -423906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -423910.093750 Penalty: 4088.145752
	Iteration 17Q: 3 clusters Score -423910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -423916.812500 Penalty: 4088.145752
	Iteration 18Q: 3 clusters Score -423916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -423921.906250 Penalty: 4088.145752
	Iteration 19Q: 3 clusters Score -423921.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -423929.343750 Penalty: 4088.145752
	Iteration 20F: 3 clusters Score -423929.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -423935.250000 Penalty: 4088.145752
	Iteration 21Q: 3 clusters Score -423935.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -423942.093750 Penalty: 4088.145752
	Iteration 22Q: 3 clusters Score -423942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -423946.000000 Penalty: 4088.145752
	Iteration 23Q: 3 clusters Score -423946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -423950.718750 Penalty: 4088.145752
	Iteration 24Q: 3 clusters Score -423950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -423951.406250 Penalty: 4088.145752
	Iteration 25Q: 3 clusters Score -423951.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -423953.531250 Penalty: 4088.145752
	Iteration 26Q: 3 clusters Score -423953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -423954.562500 Penalty: 4088.145752
	Iteration 27Q: 3 clusters Score -423954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -423954.562500 Penalty: 4088.145752
	Iteration 28F: 3 clusters Score -423954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -795002.750000 Penalty: 2204.890137
	Iteration 0F: 2 clusters Score -795002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -789161.312500 Penalty: 4409.780273
	Iteration 0F: 3 clusters Score -789161.3 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -790910.187500 Penalty: 4409.780273
	Iteration 1F: 3 clusters Score -790910.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -791225.062500 Penalty: 4409.780273
	Iteration 2F: 3 clusters Score -791225.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -791514.750000 Penalty: 4409.780273
	Iteration 3F: 3 clusters Score -791514.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -791789.500000 Penalty: 4409.780273
	Iteration 4F: 3 clusters Score -791789.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -792057.125000 Penalty: 4409.780273
	Iteration 5F: 3 clusters Score -792057.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -792353.062500 Penalty: 4409.780273
	Iteration 6Q: 3 clusters Score -792353.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -792656.562500 Penalty: 4409.780273
	Iteration 7F: 3 clusters Score -792656.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -792982.062500 Penalty: 4409.780273
	Iteration 8F: 3 clusters Score -792982.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -793292.125000 Penalty: 4409.780273
	Iteration 9F: 3 clusters Score -793292.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -793498.000000 Penalty: 4409.780273
	Iteration 10Q: 3 clusters Score -793498 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -793626.312500 Penalty: 4409.780273
	Iteration 11Q: 3 clusters Score -793626.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -793706.625000 Penalty: 4409.780273
	Iteration 12Q: 3 clusters Score -793706.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -793764.937500 Penalty: 4409.780273
	Iteration 13Q: 3 clusters Score -793764.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -793817.437500 Penalty: 4409.780273
	Iteration 14Q: 3 clusters Score -793817.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -793849.625000 Penalty: 4409.780273
	Iteration 15Q: 3 clusters Score -793849.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -793868.125000 Penalty: 4409.780273
	Iteration 16Q: 3 clusters Score -793868.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -793888.687500 Penalty: 4409.780273
	Iteration 17Q: 3 clusters Score -793888.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -793914.875000 Penalty: 4409.780273
	Iteration 18Q: 3 clusters Score -793914.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -793944.687500 Penalty: 4409.780273
	Iteration 19Q: 3 clusters Score -793944.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -793963.312500 Penalty: 4409.780273
	Iteration 20F: 3 clusters Score -793963.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -793976.187500 Penalty: 4409.780273
	Iteration 21Q: 3 clusters Score -793976.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -793993.375000 Penalty: 4409.780273
	Iteration 22Q: 3 clusters Score -793993.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -794013.312500 Penalty: 4409.780273
	Iteration 23Q: 3 clusters Score -794013.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -794027.375000 Penalty: 4409.780273
	Iteration 24Q: 3 clusters Score -794027.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -794032.812500 Penalty: 4409.780273
	Iteration 25Q: 3 clusters Score -794032.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -794039.187500 Penalty: 4409.780273
	Iteration 26Q: 3 clusters Score -794039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -794044.875000 Penalty: 4409.780273
	Iteration 27Q: 3 clusters Score -794044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -794051.812500 Penalty: 4409.780273
	Iteration 28Q: 3 clusters Score -794051.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -794057.000000 Penalty: 4409.780273
	Iteration 29Q: 3 clusters Score -794057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -794063.750000 Penalty: 4409.780273
	Iteration 30Q: 3 clusters Score -794063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -794062.062500 Penalty: 4409.780273
	Iteration 31Q: 3 clusters Score -794062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -794068.000000 Penalty: 4409.780273
	Iteration 32Q: 3 clusters Score -794068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -794068.000000 Penalty: 4409.780273
	Iteration 33Q: 3 clusters Score -794068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -794067.750000 Penalty: 4409.780273
	Iteration 34Q: 3 clusters Score -794067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -794067.750000 Penalty: 4409.780273
	Iteration 35F: 3 clusters Score -794067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Entering Unmasked Estep 
Score: -88282.343750 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -88282.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86460.304688 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -86460.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86804.664062 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -86804.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86954.750000 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -86954.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -87069.320312 Penalty: 3366.211670
	Iteration 3Q: 3 clusters Score -87069.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87165.710938 Penalty: 3366.211670
	Iteration 4Q: 3 clusters Score -87165.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -87260.617188 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -87260.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87385.914062 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -87385.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -87506.851562 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -87506.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -87678.273438 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -87678.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -87838.179688 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -87838.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87999.804688 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -87999.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88308.859375 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -88308.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -88851.765625 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -88851.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88967.242188 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -88967.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89038.679688 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -89038.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89080.921875 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -89080.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89129.921875 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -89129.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89194.929688 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -89194.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89241.320312 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -89241.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89267.593750 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -89267.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89282.148438 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -89282.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89284.546875 Penalty: 3366.211670
	Iteration 21Q: 3 clusters Score -89284.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89286.507812 Penalty: 3366.211670
	Iteration 22Q: 3 clusters Score -89286.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -89297.601562 Penalty: 3366.211670
	Iteration 23Q: 3 clusters Score -89297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89319.523438 Penalty: 3366.211670
	Iteration 24Q: 3 clusters Score -89319.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89322.609375 Penalty: 3366.211670
	Iteration 25Q: 3 clusters Score -89322.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89336.171875 Penalty: 3366.211670
	Iteration 26Q: 3 clusters Score -89336.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89350.382812 Penalty: 3366.211670
	Iteration 27Q: 3 clusters Score -89350.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89369.664062 Penalty: 3366.211670
	Iteration 28Q: 3 clusters Score -89369.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89408.375000 Penalty: 3366.211670
	Iteration 29Q: 3 clusters Score -89408.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -89492.523438 Penalty: 3366.211670
	Iteration 30Q: 3 clusters Score -89492.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -89628.039062 Penalty: 3366.211670
	Iteration 31Q: 3 clusters Score -89628.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90044.281250 Penalty: 3366.211670
	Iteration 32Q: 3 clusters Score -90044.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90044.281250 Penalty: 3366.211670
	Iteration 33F: 3 clusters Score -90044.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 170141 members 
Mstep: Class 4 contains 208141 members 
Mstep: Class 5 contains 23772 members 
Mstep: Class 6 contains 183328 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 10613 members 
Mstep: Class 9 contains 247587 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 61423 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 23682 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 26765 members 
Mstep: Class 16 contains 195776 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 31989 members 
Mstep: Class 19 contains 107847 members 
Mstep: Class 20 contains 26860 members 
Mstep: Class 21 contains 21594 members 
Mstep: Class 22 contains 20002 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 125598 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 21274 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 50356 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 10891 members 
Mstep: Class 32 contains 107635 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 7264 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 35907 members 
Mstep: Class 38 contains 11945 members 
Mstep: Class 39 contains 21391 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58669 members 
Mstep: Class 42 contains 8396 members 
Mstep: Class 43 contains 678 members 
Mstep: Class 44 contains 253 members 
Entering Unmasked Estep 
Score: -225956544.000000 Penalty: 158390.203125
Splitting cluster 35 changes total score from -225953600.000000 to -225956544.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -166761.015625 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -166761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -164472.875000 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -164472.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -164884.453125 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -164884.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -164995.640625 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -164995.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -165069.703125 Penalty: 3641.375977
	Iteration 3Q: 3 clusters Score -165069.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -165138.421875 Penalty: 3641.375977
	Iteration 4Q: 3 clusters Score -165138.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -165225.812500 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -165225.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -165269.312500 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -165269.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165299.218750 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -165299.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -165325.312500 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -165325.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -165345.671875 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -165345.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -165365.984375 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -165366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -165396.296875 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -165396.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165429.296875 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -165429.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -165463.453125 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -165463.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -165516.578125 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -165516.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -165590.828125 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -165590.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -165651.921875 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -165651.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -165698.218750 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -165698.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -165717.687500 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -165717.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -165727.140625 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -165727.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -165737.265625 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -165737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -165746.812500 Penalty: 3641.375977
	Iteration 21Q: 3 clusters Score -165746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -165750.609375 Penalty: 3641.375977
	Iteration 22Q: 3 clusters Score -165750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -165751.812500 Penalty: 3641.375977
	Iteration 23Q: 3 clusters Score -165751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165754.218750 Penalty: 3641.375977
	Iteration 24Q: 3 clusters Score -165754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -165757.890625 Penalty: 3641.375977
	Iteration 25Q: 3 clusters Score -165757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -165759.140625 Penalty: 3641.375977
	Iteration 26Q: 3 clusters Score -165759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165760.921875 Penalty: 3641.375977
	Iteration 27Q: 3 clusters Score -165760.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -165761.750000 Penalty: 3641.375977
	Iteration 28Q: 3 clusters Score -165761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165764.328125 Penalty: 3641.375977
	Iteration 29Q: 3 clusters Score -165764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -165764.328125 Penalty: 3641.375977
	Iteration 30F: 3 clusters Score -165764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (35907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Entering Unmasked Estep 
Score: -4212281.000000 Penalty: 2601.194580
	Iteration 0F: 2 clusters Score -4212281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4187854.750000 Penalty: 5202.389160
	Iteration 0F: 3 clusters Score -4187855 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4197079.000000 Penalty: 5202.389160
	Iteration 1F: 3 clusters Score -4197079 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4197715.500000 Penalty: 5202.389160
	Iteration 2Q: 3 clusters Score -4197716 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -4198483.000000 Penalty: 5202.389160
	Iteration 3Q: 3 clusters Score -4198483 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4199505.000000 Penalty: 5202.389160
	Iteration 4Q: 3 clusters Score -4199505 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -4200634.000000 Penalty: 5202.389160
	Iteration 5F: 3 clusters Score -4200634 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4202079.000000 Penalty: 5202.389160
	Iteration 6F: 3 clusters Score -4202079 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4203869.000000 Penalty: 5202.389160
	Iteration 7F: 3 clusters Score -4203869 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4205802.000000 Penalty: 5202.389160
	Iteration 8F: 3 clusters Score -4205802 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4207445.000000 Penalty: 5202.389160
	Iteration 9F: 3 clusters Score -4207445 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -4208470.000000 Penalty: 5202.389160
	Iteration 10F: 3 clusters Score -4208470 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4208980.000000 Penalty: 5202.389160
	Iteration 11Q: 3 clusters Score -4208980 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4209246.500000 Penalty: 5202.389160
	Iteration 12Q: 3 clusters Score -4209246 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4209385.500000 Penalty: 5202.389160
	Iteration 13Q: 3 clusters Score -4209386 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4209540.000000 Penalty: 5202.389160
	Iteration 14Q: 3 clusters Score -4209540 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4209650.000000 Penalty: 5202.389160
	Iteration 15Q: 3 clusters Score -4209650 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4209742.000000 Penalty: 5202.389160
	Iteration 16Q: 3 clusters Score -4209742 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4209772.500000 Penalty: 5202.389160
	Iteration 17Q: 3 clusters Score -4209772 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4209788.500000 Penalty: 5202.389160
	Iteration 18Q: 3 clusters Score -4209788 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4209817.500000 Penalty: 5202.389160
	Iteration 19Q: 3 clusters Score -4209818 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4209849.500000 Penalty: 5202.389160
	Iteration 20F: 3 clusters Score -4209850 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -4209853.500000 Penalty: 5202.389160
	Iteration 21Q: 3 clusters Score -4209854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4209858.000000 Penalty: 5202.389160
	Iteration 22Q: 3 clusters Score -4209858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4209864.500000 Penalty: 5202.389160
	Iteration 23Q: 3 clusters Score -4209864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -4209882.500000 Penalty: 5202.389160
	Iteration 24Q: 3 clusters Score -4209882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4209908.500000 Penalty: 5202.389160
	Iteration 25Q: 3 clusters Score -4209908 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4209916.000000 Penalty: 5202.389160
	Iteration 26Q: 3 clusters Score -4209916 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4209934.500000 Penalty: 5202.389160
	Iteration 27Q: 3 clusters Score -4209934 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4209948.500000 Penalty: 5202.389160
	Iteration 28Q: 3 clusters Score -4209948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -4209958.000000 Penalty: 5202.389160
	Iteration 29Q: 3 clusters Score -4209958 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4209973.000000 Penalty: 5202.389160
	Iteration 30Q: 3 clusters Score -4209973 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4209979.000000 Penalty: 5202.389160
	Iteration 31Q: 3 clusters Score -4209979 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4209999.500000 Penalty: 5202.389160
	Iteration 32Q: 3 clusters Score -4210000 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -4210019.500000 Penalty: 5202.389160
	Iteration 33Q: 3 clusters Score -4210020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4210034.000000 Penalty: 5202.389160
	Iteration 34Q: 3 clusters Score -4210034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4210047.500000 Penalty: 5202.389160
	Iteration 35Q: 3 clusters Score -4210048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4210074.000000 Penalty: 5202.389160
	Iteration 36Q: 3 clusters Score -4210074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4210099.000000 Penalty: 5202.389160
	Iteration 37Q: 3 clusters Score -4210099 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4210116.000000 Penalty: 5202.389160
	Iteration 38Q: 3 clusters Score -4210116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -4210123.500000 Penalty: 5202.389160
	Iteration 39Q: 3 clusters Score -4210124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -4210144.000000 Penalty: 5202.389160
	Iteration 40F: 3 clusters Score -4210144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4210145.000000 Penalty: 5202.389160
	Iteration 41Q: 3 clusters Score -4210145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -4210151.500000 Penalty: 5202.389160
	Iteration 42Q: 3 clusters Score -4210152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -4210153.000000 Penalty: 5202.389160
	Iteration 43Q: 3 clusters Score -4210153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4210169.500000 Penalty: 5202.389160
	Iteration 44Q: 3 clusters Score -4210170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4210169.000000 Penalty: 5202.389160
	Iteration 45Q: 3 clusters Score -4210169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -4210177.500000 Penalty: 5202.389160
	Iteration 46Q: 3 clusters Score -4210178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4210179.000000 Penalty: 5202.389160
	Iteration 47Q: 3 clusters Score -4210179 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -4210175.500000 Penalty: 5202.389160
	Iteration 48Q: 3 clusters Score -4210176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4210174.000000 Penalty: 5202.389160
	Iteration 49Q: 3 clusters Score -4210174 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4210190.000000 Penalty: 5202.389160
	Iteration 50Q: 3 clusters Score -4210190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -4210195.000000 Penalty: 5202.389160
	Iteration 51Q: 3 clusters Score -4210195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -4210197.000000 Penalty: 5202.389160
	Iteration 52Q: 3 clusters Score -4210197 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4210199.500000 Penalty: 5202.389160
	Iteration 53Q: 3 clusters Score -4210200 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -4210209.500000 Penalty: 5202.389160
	Iteration 54Q: 3 clusters Score -4210210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -4210219.500000 Penalty: 5202.389160
	Iteration 55Q: 3 clusters Score -4210220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4210219.500000 Penalty: 5202.389160
	Iteration 56Q: 3 clusters Score -4210220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -4210230.500000 Penalty: 5202.389160
	Iteration 57Q: 3 clusters Score -4210230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -4210233.000000 Penalty: 5202.389160
	Iteration 58Q: 3 clusters Score -4210233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -4210244.500000 Penalty: 5202.389160
	Iteration 59Q: 3 clusters Score -4210244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -4210245.500000 Penalty: 5202.389160
	Iteration 60F: 3 clusters Score -4210246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -4210254.500000 Penalty: 5202.389160
	Iteration 61Q: 3 clusters Score -4210254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -4210263.500000 Penalty: 5202.389160
	Iteration 62Q: 3 clusters Score -4210264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4210268.000000 Penalty: 5202.389160
	Iteration 63Q: 3 clusters Score -4210268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4210270.000000 Penalty: 5202.389160
	Iteration 64Q: 3 clusters Score -4210270 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -4210270.500000 Penalty: 5202.389160
	Iteration 65Q: 3 clusters Score -4210270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4210282.000000 Penalty: 5202.389160
	Iteration 66Q: 3 clusters Score -4210282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -4210283.500000 Penalty: 5202.389160
	Iteration 67Q: 3 clusters Score -4210284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4210289.000000 Penalty: 5202.389160
	Iteration 68Q: 3 clusters Score -4210289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4210300.000000 Penalty: 5202.389160
	Iteration 69Q: 3 clusters Score -4210300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4210300.000000 Penalty: 5202.389160
	Iteration 70Q: 3 clusters Score -4210300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -4210305.500000 Penalty: 5202.389160
	Iteration 71Q: 3 clusters Score -4210306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4210320.000000 Penalty: 5202.389160
	Iteration 72Q: 3 clusters Score -4210320 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -4210337.500000 Penalty: 5202.389160
	Iteration 73Q: 3 clusters Score -4210338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4210351.000000 Penalty: 5202.389160
	Iteration 74Q: 3 clusters Score -4210351 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4210360.000000 Penalty: 5202.389160
	Iteration 75Q: 3 clusters Score -4210360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -4210375.500000 Penalty: 5202.389160
	Iteration 76Q: 3 clusters Score -4210376 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4210392.000000 Penalty: 5202.389160
	Iteration 77Q: 3 clusters Score -4210392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -4210415.500000 Penalty: 5202.389160
	Iteration 78Q: 3 clusters Score -4210416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -4210416.000000 Penalty: 5202.389160
	Iteration 79Q: 3 clusters Score -4210416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4210428.000000 Penalty: 5202.389160
	Iteration 80F: 3 clusters Score -4210428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4210429.500000 Penalty: 5202.389160
	Iteration 81Q: 3 clusters Score -4210430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -4210441.500000 Penalty: 5202.389160
	Iteration 82Q: 3 clusters Score -4210442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -4210449.000000 Penalty: 5202.389160
	Iteration 83Q: 3 clusters Score -4210449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4210458.000000 Penalty: 5202.389160
	Iteration 84Q: 3 clusters Score -4210458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4210464.000000 Penalty: 5202.389160
	Iteration 85Q: 3 clusters Score -4210464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4210463.000000 Penalty: 5202.389160
	Iteration 86Q: 3 clusters Score -4210463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4210477.000000 Penalty: 5202.389160
	Iteration 87Q: 3 clusters Score -4210477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4210480.000000 Penalty: 5202.389160
	Iteration 88Q: 3 clusters Score -4210480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -4210480.500000 Penalty: 5202.389160
	Iteration 89Q: 3 clusters Score -4210480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4210486.000000 Penalty: 5202.389160
	Iteration 90Q: 3 clusters Score -4210486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4210492.500000 Penalty: 5202.389160
	Iteration 91Q: 3 clusters Score -4210492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -4210495.000000 Penalty: 5202.389160
	Iteration 92Q: 3 clusters Score -4210495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4210495.500000 Penalty: 5202.389160
	Iteration 93Q: 3 clusters Score -4210496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -4210500.000000 Penalty: 5202.389160
	Iteration 94Q: 3 clusters Score -4210500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4210495.000000 Penalty: 5202.389160
	Iteration 95Q: 3 clusters Score -4210495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -4210500.000000 Penalty: 5202.389160
	Iteration 96Q: 3 clusters Score -4210500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4210495.500000 Penalty: 5202.389160
	Iteration 97Q: 3 clusters Score -4210496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -4210497.500000 Penalty: 5202.389160
	Iteration 98Q: 3 clusters Score -4210498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4210496.000000 Penalty: 5202.389160
	Iteration 99Q: 3 clusters Score -4210496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -4210497.500000 Penalty: 5202.389160
	Iteration 100F: 3 clusters Score -4210498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4210502.500000 Penalty: 5202.389160
	Iteration 101Q: 3 clusters Score -4210502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4210505.500000 Penalty: 5202.389160
	Iteration 102Q: 3 clusters Score -4210506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -4210501.500000 Penalty: 5202.389160
	Iteration 103Q: 3 clusters Score -4210502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -4210507.500000 Penalty: 5202.389160
	Iteration 104Q: 3 clusters Score -4210508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4210510.500000 Penalty: 5202.389160
	Iteration 105Q: 3 clusters Score -4210510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -4210507.000000 Penalty: 5202.389160
	Iteration 106Q: 3 clusters Score -4210507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -4210498.000000 Penalty: 5202.389160
	Iteration 107Q: 3 clusters Score -4210498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4210502.500000 Penalty: 5202.389160
	Iteration 108Q: 3 clusters Score -4210502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -4210506.500000 Penalty: 5202.389160
	Iteration 109Q: 3 clusters Score -4210506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4210499.000000 Penalty: 5202.389160
	Iteration 110Q: 3 clusters Score -4210499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4210501.500000 Penalty: 5202.389160
	Iteration 111Q: 3 clusters Score -4210502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4210504.500000 Penalty: 5202.389160
	Iteration 112Q: 3 clusters Score -4210504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4210507.000000 Penalty: 5202.389160
	Iteration 113Q: 3 clusters Score -4210507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -4210508.000000 Penalty: 5202.389160
	Iteration 114Q: 3 clusters Score -4210508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -4210516.000000 Penalty: 5202.389160
	Iteration 115Q: 3 clusters Score -4210516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4210508.000000 Penalty: 5202.389160
	Iteration 116Q: 3 clusters Score -4210508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -4210504.500000 Penalty: 5202.389160
	Iteration 117Q: 3 clusters Score -4210504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4210508.000000 Penalty: 5202.389160
	Iteration 118Q: 3 clusters Score -4210508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4210512.500000 Penalty: 5202.389160
	Iteration 119Q: 3 clusters Score -4210512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -4210510.000000 Penalty: 5202.389160
	Iteration 120F: 3 clusters Score -4210510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4210510.500000 Penalty: 5202.389160
	Iteration 121Q: 3 clusters Score -4210510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4210511.000000 Penalty: 5202.389160
	Iteration 122Q: 3 clusters Score -4210511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -4210513.000000 Penalty: 5202.389160
	Iteration 123Q: 3 clusters Score -4210513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4210514.500000 Penalty: 5202.389160
	Iteration 124Q: 3 clusters Score -4210514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4210529.500000 Penalty: 5202.389160
	Iteration 125Q: 3 clusters Score -4210530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4210518.500000 Penalty: 5202.389160
	Iteration 126Q: 3 clusters Score -4210518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -4210526.000000 Penalty: 5202.389160
	Iteration 127Q: 3 clusters Score -4210526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4210524.500000 Penalty: 5202.389160
	Iteration 128Q: 3 clusters Score -4210524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4210523.500000 Penalty: 5202.389160
	Iteration 129Q: 3 clusters Score -4210524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -4210525.500000 Penalty: 5202.389160
	Iteration 130Q: 3 clusters Score -4210526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4210525.000000 Penalty: 5202.389160
	Iteration 131Q: 3 clusters Score -4210525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -4210524.000000 Penalty: 5202.389160
	Iteration 132Q: 3 clusters Score -4210524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -4210528.500000 Penalty: 5202.389160
	Iteration 133Q: 3 clusters Score -4210528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4210523.000000 Penalty: 5202.389160
	Iteration 134Q: 3 clusters Score -4210523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4210527.500000 Penalty: 5202.389160
	Iteration 135Q: 3 clusters Score -4210528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4210524.500000 Penalty: 5202.389160
	Iteration 136Q: 3 clusters Score -4210524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4210523.500000 Penalty: 5202.389160
	Iteration 137Q: 3 clusters Score -4210524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -4210519.000000 Penalty: 5202.389160
	Iteration 138Q: 3 clusters Score -4210519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -4210526.000000 Penalty: 5202.389160
	Iteration 139Q: 3 clusters Score -4210526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4210525.500000 Penalty: 5202.389160
	Iteration 140F: 3 clusters Score -4210526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (11945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Entering Unmasked Estep 
Score: -1351150.250000 Penalty: 2328.240967
	Iteration 0F: 2 clusters Score -1351150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1342209.000000 Penalty: 4656.481934
	Iteration 0F: 3 clusters Score -1342209 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1344898.875000 Penalty: 4656.481934
	Iteration 1F: 3 clusters Score -1344899 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1345428.000000 Penalty: 4656.481934
	Iteration 2F: 3 clusters Score -1345428 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1345951.000000 Penalty: 4656.481934
	Iteration 3F: 3 clusters Score -1345951 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1346511.625000 Penalty: 4656.481934
	Iteration 4F: 3 clusters Score -1346512 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1347108.750000 Penalty: 4656.481934
	Iteration 5F: 3 clusters Score -1347109 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1347736.250000 Penalty: 4656.481934
	Iteration 6F: 3 clusters Score -1347736 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1348357.250000 Penalty: 4656.481934
	Iteration 7F: 3 clusters Score -1348357 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1348835.000000 Penalty: 4656.481934
	Iteration 8F: 3 clusters Score -1348835 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1349139.750000 Penalty: 4656.481934
	Iteration 9Q: 3 clusters Score -1349140 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1349331.375000 Penalty: 4656.481934
	Iteration 10Q: 3 clusters Score -1349331 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1349419.000000 Penalty: 4656.481934
	Iteration 11Q: 3 clusters Score -1349419 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1349458.000000 Penalty: 4656.481934
	Iteration 12Q: 3 clusters Score -1349458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1349480.625000 Penalty: 4656.481934
	Iteration 13Q: 3 clusters Score -1349481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1349489.875000 Penalty: 4656.481934
	Iteration 14Q: 3 clusters Score -1349490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1349492.000000 Penalty: 4656.481934
	Iteration 15Q: 3 clusters Score -1349492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1349492.250000 Penalty: 4656.481934
	Iteration 16Q: 3 clusters Score -1349492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1349492.875000 Penalty: 4656.481934
	Iteration 17Q: 3 clusters Score -1349493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1349494.875000 Penalty: 4656.481934
	Iteration 18Q: 3 clusters Score -1349495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1349505.875000 Penalty: 4656.481934
	Iteration 19Q: 3 clusters Score -1349506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1349508.250000 Penalty: 4656.481934
	Iteration 20F: 3 clusters Score -1349508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1349509.000000 Penalty: 4656.481934
	Iteration 21Q: 3 clusters Score -1349509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1349515.125000 Penalty: 4656.481934
	Iteration 22Q: 3 clusters Score -1349515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1349515.875000 Penalty: 4656.481934
	Iteration 23Q: 3 clusters Score -1349516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1349516.875000 Penalty: 4656.481934
	Iteration 24Q: 3 clusters Score -1349517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1349518.250000 Penalty: 4656.481934
	Iteration 25Q: 3 clusters Score -1349518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1349515.750000 Penalty: 4656.481934
	Iteration 26Q: 3 clusters Score -1349516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1349517.375000 Penalty: 4656.481934
	Iteration 27Q: 3 clusters Score -1349517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1349519.875000 Penalty: 4656.481934
	Iteration 28Q: 3 clusters Score -1349520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1349518.875000 Penalty: 4656.481934
	Iteration 29Q: 3 clusters Score -1349519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1349518.875000 Penalty: 4656.481934
	Iteration 30Q: 3 clusters Score -1349519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1349520.250000 Penalty: 4656.481934
	Iteration 31Q: 3 clusters Score -1349520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1349518.750000 Penalty: 4656.481934
	Iteration 32Q: 3 clusters Score -1349519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1349518.375000 Penalty: 4656.481934
	Iteration 33Q: 3 clusters Score -1349518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1349519.875000 Penalty: 4656.481934
	Iteration 34Q: 3 clusters Score -1349520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1349520.125000 Penalty: 4656.481934
	Iteration 35Q: 3 clusters Score -1349520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1349519.000000 Penalty: 4656.481934
	Iteration 36Q: 3 clusters Score -1349519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1349521.125000 Penalty: 4656.481934
	Iteration 37Q: 3 clusters Score -1349521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1349519.625000 Penalty: 4656.481934
	Iteration 38Q: 3 clusters Score -1349520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1349519.625000 Penalty: 4656.481934
	Iteration 39F: 3 clusters Score -1349520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (21391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Entering Unmasked Estep 
Score: -2435333.250000 Penalty: 2472.739990
	Iteration 0F: 2 clusters Score -2435333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2420354.750000 Penalty: 4945.479980
	Iteration 0F: 3 clusters Score -2420355 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2425606.750000 Penalty: 4945.479980
	Iteration 1F: 3 clusters Score -2425607 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2426100.750000 Penalty: 4945.479980
	Iteration 2F: 3 clusters Score -2426101 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2426630.250000 Penalty: 4945.479980
	Iteration 3F: 3 clusters Score -2426630 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2427278.250000 Penalty: 4945.479980
	Iteration 4F: 3 clusters Score -2427278 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2428040.500000 Penalty: 4945.479980
	Iteration 5F: 3 clusters Score -2428040 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2428869.500000 Penalty: 4945.479980
	Iteration 6F: 3 clusters Score -2428870 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2429642.250000 Penalty: 4945.479980
	Iteration 7F: 3 clusters Score -2429642 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2430340.500000 Penalty: 4945.479980
	Iteration 8F: 3 clusters Score -2430340 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2430916.000000 Penalty: 4945.479980
	Iteration 9Q: 3 clusters Score -2430916 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2431413.750000 Penalty: 4945.479980
	Iteration 10Q: 3 clusters Score -2431414 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2431836.500000 Penalty: 4945.479980
	Iteration 11Q: 3 clusters Score -2431836 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2432166.750000 Penalty: 4945.479980
	Iteration 12Q: 3 clusters Score -2432167 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2432411.750000 Penalty: 4945.479980
	Iteration 13Q: 3 clusters Score -2432412 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2432626.500000 Penalty: 4945.479980
	Iteration 14Q: 3 clusters Score -2432626 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2432788.250000 Penalty: 4945.479980
	Iteration 15Q: 3 clusters Score -2432788 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2432918.000000 Penalty: 4945.479980
	Iteration 16Q: 3 clusters Score -2432918 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2433008.500000 Penalty: 4945.479980
	Iteration 17Q: 3 clusters Score -2433008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2433076.500000 Penalty: 4945.479980
	Iteration 18Q: 3 clusters Score -2433076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2433118.750000 Penalty: 4945.479980
	Iteration 19Q: 3 clusters Score -2433119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2433154.750000 Penalty: 4945.479980
	Iteration 20F: 3 clusters Score -2433155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2433176.250000 Penalty: 4945.479980
	Iteration 21Q: 3 clusters Score -2433176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2433187.500000 Penalty: 4945.479980
	Iteration 22Q: 3 clusters Score -2433188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2433200.250000 Penalty: 4945.479980
	Iteration 23Q: 3 clusters Score -2433200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2433213.000000 Penalty: 4945.479980
	Iteration 24Q: 3 clusters Score -2433213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2433227.250000 Penalty: 4945.479980
	Iteration 25Q: 3 clusters Score -2433227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2433236.250000 Penalty: 4945.479980
	Iteration 26Q: 3 clusters Score -2433236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2433235.750000 Penalty: 4945.479980
	Iteration 27Q: 3 clusters Score -2433236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2433245.250000 Penalty: 4945.479980
	Iteration 28Q: 3 clusters Score -2433245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2433244.250000 Penalty: 4945.479980
	Iteration 29Q: 3 clusters Score -2433244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2433252.500000 Penalty: 4945.479980
	Iteration 30Q: 3 clusters Score -2433252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2433254.250000 Penalty: 4945.479980
	Iteration 31Q: 3 clusters Score -2433254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2433257.000000 Penalty: 4945.479980
	Iteration 32Q: 3 clusters Score -2433257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2433257.750000 Penalty: 4945.479980
	Iteration 33Q: 3 clusters Score -2433258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2433256.500000 Penalty: 4945.479980
	Iteration 34Q: 3 clusters Score -2433256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2433255.000000 Penalty: 4945.479980
	Iteration 35Q: 3 clusters Score -2433255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2433255.000000 Penalty: 4945.479980
	Iteration 36F: 3 clusters Score -2433255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -18155.417969 Penalty: 1318.893799
	Iteration 0F: 2 clusters Score -18155.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17162.546875 Penalty: 2637.787598
	Iteration 0F: 3 clusters Score -17162.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17302.134766 Penalty: 2637.787598
	Iteration 1F: 3 clusters Score -17302.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17305.210938 Penalty: 2637.787598
	Iteration 2Q: 3 clusters Score -17305.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17305.210938 Penalty: 2637.787598
	Iteration 3F: 3 clusters Score -17305.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (58669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Entering Unmasked Estep 
Score: -6838329.000000 Penalty: 2722.957275
	Iteration 0F: 2 clusters Score -6838329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -6799032.000000 Penalty: 5445.914551
	Iteration 0F: 3 clusters Score -6799032 nChanged 27249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -6814249.500000 Penalty: 5445.914551
	Iteration 1F: 3 clusters Score -6814250 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -6815191.000000 Penalty: 5445.914551
	Iteration 2Q: 3 clusters Score -6815191 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6816405.000000 Penalty: 5445.914551
	Iteration 3Q: 3 clusters Score -6816405 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -6818366.500000 Penalty: 5445.914551
	Iteration 4F: 3 clusters Score -6818366 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -6821530.500000 Penalty: 5445.914551
	Iteration 5F: 3 clusters Score -6821530 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -6825907.000000 Penalty: 5445.914551
	Iteration 6F: 3 clusters Score -6825907 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -6830498.000000 Penalty: 5445.914551
	Iteration 7F: 3 clusters Score -6830498 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -6833726.500000 Penalty: 5445.914551
	Iteration 8F: 3 clusters Score -6833726 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -6835135.500000 Penalty: 5445.914551
	Iteration 9Q: 3 clusters Score -6835136 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -6835622.500000 Penalty: 5445.914551
	Iteration 10Q: 3 clusters Score -6835622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -6835757.500000 Penalty: 5445.914551
	Iteration 11Q: 3 clusters Score -6835758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -6835823.000000 Penalty: 5445.914551
	Iteration 12Q: 3 clusters Score -6835823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -6835858.000000 Penalty: 5445.914551
	Iteration 13Q: 3 clusters Score -6835858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -6835871.000000 Penalty: 5445.914551
	Iteration 14Q: 3 clusters Score -6835871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -6835889.000000 Penalty: 5445.914551
	Iteration 15Q: 3 clusters Score -6835889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 58412 members 
Entering Unmasked Estep 
Score: -6835889.500000 Penalty: 5445.914551
	Iteration 16Q: 3 clusters Score -6835890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -6835902.000000 Penalty: 5445.914551
	Iteration 17Q: 3 clusters Score -6835902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -6835912.000000 Penalty: 5445.914551
	Iteration 18Q: 3 clusters Score -6835912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -6835928.500000 Penalty: 5445.914551
	Iteration 19Q: 3 clusters Score -6835928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -6835932.500000 Penalty: 5445.914551
	Iteration 20F: 3 clusters Score -6835932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 170141 members 
Mstep: Class 4 contains 208141 members 
Mstep: Class 5 contains 23772 members 
Mstep: Class 6 contains 183328 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 10613 members 
Mstep: Class 9 contains 247587 members 
Mstep: Class 10 contains 15086 members 
Mstep: Class 11 contains 61423 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 23682 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 26765 members 
Mstep: Class 16 contains 195776 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 31989 members 
Mstep: Class 19 contains 107847 members 
Mstep: Class 20 contains 26860 members 
Mstep: Class 21 contains 21594 members 
Mstep: Class 22 contains 20002 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 125598 members 
Mstep: Class 26 contains 14434 members 
Mstep: Class 27 contains 21274 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 50356 members 
Mstep: Class 30 contains 10041 members 
Mstep: Class 31 contains 10891 members 
Mstep: Class 32 contains 107635 members 
Mstep: Class 33 contains 3798 members 
Mstep: Class 34 contains 7264 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 35907 members 
Mstep: Class 38 contains 11945 members 
Mstep: Class 39 contains 21391 members 
Mstep: Class 40 contains 204 members 
Mstep: Class 41 contains 58669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 44. Lose 3173.465820 but Gain 3599.781250
Score: -225958032.000000 Penalty: 154790.421875
Iteration 159Q: 44 clusters Score -2.25958e+08 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 170591 members 
Mstep: Class 4 contains 208323 members 
Mstep: Class 5 contains 23784 members 
Mstep: Class 6 contains 183754 members 
Mstep: Class 7 contains 842 members 
Mstep: Class 8 contains 10595 members 
Mstep: Class 9 contains 247358 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 61463 members 
Mstep: Class 12 contains 41962 members 
Mstep: Class 13 contains 23915 members 
Mstep: Class 14 contains 42125 members 
Mstep: Class 15 contains 26521 members 
Mstep: Class 16 contains 195490 members 
Mstep: Class 17 contains 11257 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 107608 members 
Mstep: Class 20 contains 26857 members 
Mstep: Class 21 contains 21611 members 
Mstep: Class 22 contains 19925 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 125313 members 
Mstep: Class 26 contains 14428 members 
Mstep: Class 27 contains 21280 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 50283 members 
Mstep: Class 30 contains 10050 members 
Mstep: Class 31 contains 10894 members 
Mstep: Class 32 contains 107590 members 
Mstep: Class 33 contains 3807 members 
Mstep: Class 34 contains 7272 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 35993 members 
Mstep: Class 38 contains 12026 members 
Mstep: Class 39 contains 21390 members 
Mstep: Class 40 contains 206 members 
Mstep: Class 41 contains 58697 members 
Mstep: Class 42 contains 8319 members 
Mstep: Class 43 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961184.000000 Penalty: 154790.421875
Iteration 160F: 44 clusters Score -2.259612e+08 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 9691 members 
Mstep: Class 3 contains 170684 members 
Mstep: Class 4 contains 208413 members 
Mstep: Class 5 contains 23797 members 
Mstep: Class 6 contains 184170 members 
Mstep: Class 7 contains 844 members 
Mstep: Class 8 contains 10583 members 
Mstep: Class 9 contains 247225 members 
Mstep: Class 10 contains 15119 members 
Mstep: Class 11 contains 61456 members 
Mstep: Class 12 contains 41932 members 
Mstep: Class 13 contains 24047 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 26278 members 
Mstep: Class 16 contains 195180 members 
Mstep: Class 17 contains 11254 members 
Mstep: Class 18 contains 31927 members 
Mstep: Class 19 contains 107465 members 
Mstep: Class 20 contains 26858 members 
Mstep: Class 21 contains 21628 members 
Mstep: Class 22 contains 19707 members 
Mstep: Class 23 contains 415 members 
Mstep: Class 24 contains 5420 members 
Mstep: Class 25 contains 125034 members 
Mstep: Class 26 contains 14432 members 
Mstep: Class 27 contains 21302 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 50131 members 
Mstep: Class 30 contains 10061 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 107523 members 
Mstep: Class 33 contains 3801 members 
Mstep: Class 34 contains 7283 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 36077 members 
Mstep: Class 38 contains 12106 members 
Mstep: Class 39 contains 21388 members 
Mstep: Class 40 contains 207 members 
Mstep: Class 41 contains 58674 members 
Mstep: Class 42 contains 9042 members 
Mstep: Class 43 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961920.000000 Penalty: 154790.421875
Iteration 161Q: 44 clusters Score -2.259619e+08 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 9695 members 
Mstep: Class 3 contains 170715 members 
Mstep: Class 4 contains 208617 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 184536 members 
Mstep: Class 7 contains 847 members 
Mstep: Class 8 contains 10577 members 
Mstep: Class 9 contains 247112 members 
Mstep: Class 10 contains 15137 members 
Mstep: Class 11 contains 61451 members 
Mstep: Class 12 contains 41924 members 
Mstep: Class 13 contains 24171 members 
Mstep: Class 14 contains 42107 members 
Mstep: Class 15 contains 26030 members 
Mstep: Class 16 contains 194856 members 
Mstep: Class 17 contains 11248 members 
Mstep: Class 18 contains 31898 members 
Mstep: Class 19 contains 107326 members 
Mstep: Class 20 contains 26864 members 
Mstep: Class 21 contains 21646 members 
Mstep: Class 22 contains 19524 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 124769 members 
Mstep: Class 26 contains 14443 members 
Mstep: Class 27 contains 21335 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 50022 members 
Mstep: Class 30 contains 10076 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 107450 members 
Mstep: Class 33 contains 3806 members 
Mstep: Class 34 contains 7296 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1539 members 
Mstep: Class 37 contains 36138 members 
Mstep: Class 38 contains 12186 members 
Mstep: Class 39 contains 21385 members 
Mstep: Class 40 contains 208 members 
Mstep: Class 41 contains 58656 members 
Mstep: Class 42 contains 9611 members 
Mstep: Class 43 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961712.000000 Penalty: 154790.421875
Iteration 162Q: 44 clusters Score -2.259617e+08 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 9693 members 
Mstep: Class 3 contains 170696 members 
Mstep: Class 4 contains 208784 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 184877 members 
Mstep: Class 7 contains 850 members 
Mstep: Class 8 contains 10569 members 
Mstep: Class 9 contains 247055 members 
Mstep: Class 10 contains 15149 members 
Mstep: Class 11 contains 61434 members 
Mstep: Class 12 contains 41921 members 
Mstep: Class 13 contains 24298 members 
Mstep: Class 14 contains 42096 members 
Mstep: Class 15 contains 25812 members 
Mstep: Class 16 contains 194495 members 
Mstep: Class 17 contains 11245 members 
Mstep: Class 18 contains 31857 members 
Mstep: Class 19 contains 107197 members 
Mstep: Class 20 contains 26861 members 
Mstep: Class 21 contains 21687 members 
Mstep: Class 22 contains 19344 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 5415 members 
Mstep: Class 25 contains 124548 members 
Mstep: Class 26 contains 14453 members 
Mstep: Class 27 contains 21354 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 49916 members 
Mstep: Class 30 contains 10094 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 107378 members 
Mstep: Class 33 contains 3812 members 
Mstep: Class 34 contains 7322 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 36190 members 
Mstep: Class 38 contains 12269 members 
Mstep: Class 39 contains 21386 members 
Mstep: Class 40 contains 211 members 
Mstep: Class 41 contains 58651 members 
Mstep: Class 42 contains 10169 members 
Mstep: Class 43 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962528.000000 Penalty: 154790.421875
Iteration 163Q: 44 clusters Score -2.259625e+08 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 170595 members 
Mstep: Class 4 contains 208975 members 
Mstep: Class 5 contains 23817 members 
Mstep: Class 6 contains 185170 members 
Mstep: Class 7 contains 852 members 
Mstep: Class 8 contains 10541 members 
Mstep: Class 9 contains 247016 members 
Mstep: Class 10 contains 15155 members 
Mstep: Class 11 contains 61428 members 
Mstep: Class 12 contains 41927 members 
Mstep: Class 13 contains 24388 members 
Mstep: Class 14 contains 42091 members 
Mstep: Class 15 contains 25598 members 
Mstep: Class 16 contains 194167 members 
Mstep: Class 17 contains 11239 members 
Mstep: Class 18 contains 31814 members 
Mstep: Class 19 contains 107111 members 
Mstep: Class 20 contains 26859 members 
Mstep: Class 21 contains 21723 members 
Mstep: Class 22 contains 19207 members 
Mstep: Class 23 contains 408 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 124367 members 
Mstep: Class 26 contains 14459 members 
Mstep: Class 27 contains 21364 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 49838 members 
Mstep: Class 30 contains 10101 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 107309 members 
Mstep: Class 33 contains 3815 members 
Mstep: Class 34 contains 7346 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 36231 members 
Mstep: Class 38 contains 12352 members 
Mstep: Class 39 contains 21389 members 
Mstep: Class 40 contains 214 members 
Mstep: Class 41 contains 58638 members 
Mstep: Class 42 contains 10709 members 
Mstep: Class 43 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962464.000000 Penalty: 154790.421875
Iteration 164Q: 44 clusters Score -2.259625e+08 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 170441 members 
Mstep: Class 4 contains 209169 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 185516 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10520 members 
Mstep: Class 9 contains 246992 members 
Mstep: Class 10 contains 15161 members 
Mstep: Class 11 contains 61416 members 
Mstep: Class 12 contains 41934 members 
Mstep: Class 13 contains 24465 members 
Mstep: Class 14 contains 42089 members 
Mstep: Class 15 contains 25338 members 
Mstep: Class 16 contains 193824 members 
Mstep: Class 17 contains 11229 members 
Mstep: Class 18 contains 31775 members 
Mstep: Class 19 contains 107033 members 
Mstep: Class 20 contains 26855 members 
Mstep: Class 21 contains 21753 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 403 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 124213 members 
Mstep: Class 26 contains 14457 members 
Mstep: Class 27 contains 21388 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 49769 members 
Mstep: Class 30 contains 10116 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 107252 members 
Mstep: Class 33 contains 3821 members 
Mstep: Class 34 contains 7380 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1536 members 
Mstep: Class 37 contains 36278 members 
Mstep: Class 38 contains 12444 members 
Mstep: Class 39 contains 21391 members 
Mstep: Class 40 contains 219 members 
Mstep: Class 41 contains 58609 members 
Mstep: Class 42 contains 11223 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962464.000000 Penalty: 154790.421875
Iteration 165Q: 44 clusters Score -2.259625e+08 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 170337 members 
Mstep: Class 4 contains 209313 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 185850 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10501 members 
Mstep: Class 9 contains 246963 members 
Mstep: Class 10 contains 15163 members 
Mstep: Class 11 contains 61415 members 
Mstep: Class 12 contains 41931 members 
Mstep: Class 13 contains 24541 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 25088 members 
Mstep: Class 16 contains 193490 members 
Mstep: Class 17 contains 11218 members 
Mstep: Class 18 contains 31730 members 
Mstep: Class 19 contains 106966 members 
Mstep: Class 20 contains 26858 members 
Mstep: Class 21 contains 21783 members 
Mstep: Class 22 contains 18980 members 
Mstep: Class 23 contains 397 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 124073 members 
Mstep: Class 26 contains 14464 members 
Mstep: Class 27 contains 21406 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 49700 members 
Mstep: Class 30 contains 10135 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 107211 members 
Mstep: Class 33 contains 3822 members 
Mstep: Class 34 contains 7417 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 36317 members 
Mstep: Class 38 contains 12553 members 
Mstep: Class 39 contains 21395 members 
Mstep: Class 40 contains 225 members 
Mstep: Class 41 contains 58577 members 
Mstep: Class 42 contains 11682 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962768.000000 Penalty: 154790.421875
Iteration 166Q: 44 clusters Score -2.259628e+08 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 170234 members 
Mstep: Class 4 contains 209426 members 
Mstep: Class 5 contains 23796 members 
Mstep: Class 6 contains 186120 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10500 members 
Mstep: Class 9 contains 246937 members 
Mstep: Class 10 contains 15164 members 
Mstep: Class 11 contains 61412 members 
Mstep: Class 12 contains 41956 members 
Mstep: Class 13 contains 24609 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 24871 members 
Mstep: Class 16 contains 193181 members 
Mstep: Class 17 contains 11215 members 
Mstep: Class 18 contains 31686 members 
Mstep: Class 19 contains 106918 members 
Mstep: Class 20 contains 26850 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 18898 members 
Mstep: Class 23 contains 391 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 123939 members 
Mstep: Class 26 contains 14465 members 
Mstep: Class 27 contains 21426 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 49635 members 
Mstep: Class 30 contains 10150 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 107183 members 
Mstep: Class 33 contains 3821 members 
Mstep: Class 34 contains 7463 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1539 members 
Mstep: Class 37 contains 36352 members 
Mstep: Class 38 contains 12665 members 
Mstep: Class 39 contains 21393 members 
Mstep: Class 40 contains 231 members 
Mstep: Class 41 contains 58559 members 
Mstep: Class 42 contains 12072 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225963872.000000 Penalty: 154790.421875
Iteration 167Q: 44 clusters Score -2.259639e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 170151 members 
Mstep: Class 4 contains 209537 members 
Mstep: Class 5 contains 23773 members 
Mstep: Class 6 contains 186473 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10507 members 
Mstep: Class 9 contains 246901 members 
Mstep: Class 10 contains 15170 members 
Mstep: Class 11 contains 61405 members 
Mstep: Class 12 contains 41961 members 
Mstep: Class 13 contains 24648 members 
Mstep: Class 14 contains 42064 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 192840 members 
Mstep: Class 17 contains 11208 members 
Mstep: Class 18 contains 31639 members 
Mstep: Class 19 contains 106847 members 
Mstep: Class 20 contains 26853 members 
Mstep: Class 21 contains 21838 members 
Mstep: Class 22 contains 18829 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 123825 members 
Mstep: Class 26 contains 14471 members 
Mstep: Class 27 contains 21450 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 49583 members 
Mstep: Class 30 contains 10159 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 107149 members 
Mstep: Class 33 contains 3824 members 
Mstep: Class 34 contains 7505 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 36397 members 
Mstep: Class 38 contains 12785 members 
Mstep: Class 39 contains 21396 members 
Mstep: Class 40 contains 234 members 
Mstep: Class 41 contains 58558 members 
Mstep: Class 42 contains 12448 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225964448.000000 Penalty: 154790.421875
Iteration 168Q: 44 clusters Score -2.259644e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 170099 members 
Mstep: Class 4 contains 209623 members 
Mstep: Class 5 contains 23749 members 
Mstep: Class 6 contains 186892 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10508 members 
Mstep: Class 9 contains 246865 members 
Mstep: Class 10 contains 15173 members 
Mstep: Class 11 contains 61398 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 24658 members 
Mstep: Class 14 contains 42053 members 
Mstep: Class 15 contains 24337 members 
Mstep: Class 16 contains 192475 members 
Mstep: Class 17 contains 11200 members 
Mstep: Class 18 contains 31603 members 
Mstep: Class 19 contains 106781 members 
Mstep: Class 20 contains 26872 members 
Mstep: Class 21 contains 21876 members 
Mstep: Class 22 contains 18761 members 
Mstep: Class 23 contains 385 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 123693 members 
Mstep: Class 26 contains 14480 members 
Mstep: Class 27 contains 21482 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 49546 members 
Mstep: Class 30 contains 10165 members 
Mstep: Class 31 contains 10894 members 
Mstep: Class 32 contains 107098 members 
Mstep: Class 33 contains 3826 members 
Mstep: Class 34 contains 7545 members 
Mstep: Class 35 contains 631 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 36432 members 
Mstep: Class 38 contains 12903 members 
Mstep: Class 39 contains 21404 members 
Mstep: Class 40 contains 237 members 
Mstep: Class 41 contains 58548 members 
Mstep: Class 42 contains 12777 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225964656.000000 Penalty: 154790.421875
Iteration 169Q: 44 clusters Score -2.259647e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 170024 members 
Mstep: Class 4 contains 209730 members 
Mstep: Class 5 contains 23739 members 
Mstep: Class 6 contains 187250 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10502 members 
Mstep: Class 9 contains 246823 members 
Mstep: Class 10 contains 15175 members 
Mstep: Class 11 contains 61391 members 
Mstep: Class 12 contains 41988 members 
Mstep: Class 13 contains 24677 members 
Mstep: Class 14 contains 42054 members 
Mstep: Class 15 contains 24069 members 
Mstep: Class 16 contains 192182 members 
Mstep: Class 17 contains 11198 members 
Mstep: Class 18 contains 31567 members 
Mstep: Class 19 contains 106740 members 
Mstep: Class 20 contains 26889 members 
Mstep: Class 21 contains 21918 members 
Mstep: Class 22 contains 18709 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 123548 members 
Mstep: Class 26 contains 14482 members 
Mstep: Class 27 contains 21518 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 49496 members 
Mstep: Class 30 contains 10176 members 
Mstep: Class 31 contains 10891 members 
Mstep: Class 32 contains 107049 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 7579 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 36476 members 
Mstep: Class 38 contains 13012 members 
Mstep: Class 39 contains 21407 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58530 members 
Mstep: Class 42 contains 13077 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225964896.000000 Penalty: 154790.421875
Iteration 170Q: 44 clusters Score -2.259649e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 9680 members 
Mstep: Class 3 contains 169934 members 
Mstep: Class 4 contains 209807 members 
Mstep: Class 5 contains 23726 members 
Mstep: Class 6 contains 187664 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10491 members 
Mstep: Class 9 contains 246807 members 
Mstep: Class 10 contains 15179 members 
Mstep: Class 11 contains 61389 members 
Mstep: Class 12 contains 41992 members 
Mstep: Class 13 contains 24693 members 
Mstep: Class 14 contains 42050 members 
Mstep: Class 15 contains 23816 members 
Mstep: Class 16 contains 191871 members 
Mstep: Class 17 contains 11189 members 
Mstep: Class 18 contains 31500 members 
Mstep: Class 19 contains 106708 members 
Mstep: Class 20 contains 26899 members 
Mstep: Class 21 contains 21990 members 
Mstep: Class 22 contains 18666 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 123428 members 
Mstep: Class 26 contains 14487 members 
Mstep: Class 27 contains 21548 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 49451 members 
Mstep: Class 30 contains 10183 members 
Mstep: Class 31 contains 10892 members 
Mstep: Class 32 contains 106987 members 
Mstep: Class 33 contains 3826 members 
Mstep: Class 34 contains 7619 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 36515 members 
Mstep: Class 38 contains 13134 members 
Mstep: Class 39 contains 21413 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58522 members 
Mstep: Class 42 contains 13319 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225965408.000000 Penalty: 154790.421875
Iteration 171Q: 44 clusters Score -2.259654e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 9679 members 
Mstep: Class 3 contains 169820 members 
Mstep: Class 4 contains 209874 members 
Mstep: Class 5 contains 23706 members 
Mstep: Class 6 contains 188039 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10479 members 
Mstep: Class 9 contains 246797 members 
Mstep: Class 10 contains 15180 members 
Mstep: Class 11 contains 61388 members 
Mstep: Class 12 contains 42006 members 
Mstep: Class 13 contains 24697 members 
Mstep: Class 14 contains 42044 members 
Mstep: Class 15 contains 23610 members 
Mstep: Class 16 contains 191592 members 
Mstep: Class 17 contains 11174 members 
Mstep: Class 18 contains 31444 members 
Mstep: Class 19 contains 106702 members 
Mstep: Class 20 contains 26899 members 
Mstep: Class 21 contains 22061 members 
Mstep: Class 22 contains 18642 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 123311 members 
Mstep: Class 26 contains 14485 members 
Mstep: Class 27 contains 21578 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 49402 members 
Mstep: Class 30 contains 10192 members 
Mstep: Class 31 contains 10895 members 
Mstep: Class 32 contains 106943 members 
Mstep: Class 33 contains 3826 members 
Mstep: Class 34 contains 7661 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 36553 members 
Mstep: Class 38 contains 13245 members 
Mstep: Class 39 contains 21411 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58506 members 
Mstep: Class 42 contains 13542 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966032.000000 Penalty: 154790.421875
Iteration 172Q: 44 clusters Score -2.25966e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 9669 members 
Mstep: Class 3 contains 169697 members 
Mstep: Class 4 contains 209917 members 
Mstep: Class 5 contains 23691 members 
Mstep: Class 6 contains 188451 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10472 members 
Mstep: Class 9 contains 246818 members 
Mstep: Class 10 contains 15179 members 
Mstep: Class 11 contains 61386 members 
Mstep: Class 12 contains 42018 members 
Mstep: Class 13 contains 24709 members 
Mstep: Class 14 contains 42038 members 
Mstep: Class 15 contains 23428 members 
Mstep: Class 16 contains 191267 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 19 contains 106695 members 
Mstep: Class 20 contains 26895 members 
Mstep: Class 21 contains 22140 members 
Mstep: Class 22 contains 18603 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 123204 members 
Mstep: Class 26 contains 14486 members 
Mstep: Class 27 contains 21619 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 49353 members 
Mstep: Class 30 contains 10210 members 
Mstep: Class 31 contains 10895 members 
Mstep: Class 32 contains 106902 members 
Mstep: Class 33 contains 3827 members 
Mstep: Class 34 contains 7695 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 36589 members 
Mstep: Class 38 contains 13348 members 
Mstep: Class 39 contains 21413 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58490 members 
Mstep: Class 42 contains 13736 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225965696.000000 Penalty: 154790.421875
Iteration 173Q: 44 clusters Score -2.259657e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 169570 members 
Mstep: Class 4 contains 209976 members 
Mstep: Class 5 contains 23661 members 
Mstep: Class 6 contains 188842 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10461 members 
Mstep: Class 9 contains 246852 members 
Mstep: Class 10 contains 15182 members 
Mstep: Class 11 contains 61385 members 
Mstep: Class 12 contains 42022 members 
Mstep: Class 13 contains 24733 members 
Mstep: Class 14 contains 42036 members 
Mstep: Class 15 contains 23265 members 
Mstep: Class 16 contains 190913 members 
Mstep: Class 17 contains 11158 members 
Mstep: Class 18 contains 31303 members 
Mstep: Class 19 contains 106698 members 
Mstep: Class 20 contains 26902 members 
Mstep: Class 21 contains 22223 members 
Mstep: Class 22 contains 18558 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 123102 members 
Mstep: Class 26 contains 14493 members 
Mstep: Class 27 contains 21653 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 49317 members 
Mstep: Class 30 contains 10227 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 106862 members 
Mstep: Class 33 contains 3828 members 
Mstep: Class 34 contains 7726 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 36617 members 
Mstep: Class 38 contains 13458 members 
Mstep: Class 39 contains 21421 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58473 members 
Mstep: Class 42 contains 13916 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966208.000000 Penalty: 154790.421875
Iteration 174Q: 44 clusters Score -2.259662e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 9652 members 
Mstep: Class 3 contains 169502 members 
Mstep: Class 4 contains 209985 members 
Mstep: Class 5 contains 23649 members 
Mstep: Class 6 contains 189269 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10448 members 
Mstep: Class 9 contains 246858 members 
Mstep: Class 10 contains 15187 members 
Mstep: Class 11 contains 61381 members 
Mstep: Class 12 contains 42025 members 
Mstep: Class 13 contains 24747 members 
Mstep: Class 14 contains 42029 members 
Mstep: Class 15 contains 23131 members 
Mstep: Class 16 contains 190518 members 
Mstep: Class 17 contains 11156 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 106711 members 
Mstep: Class 20 contains 26908 members 
Mstep: Class 21 contains 22316 members 
Mstep: Class 22 contains 18524 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 123013 members 
Mstep: Class 26 contains 14498 members 
Mstep: Class 27 contains 21691 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 49263 members 
Mstep: Class 30 contains 10243 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 106825 members 
Mstep: Class 33 contains 3828 members 
Mstep: Class 34 contains 7761 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 36649 members 
Mstep: Class 38 contains 13559 members 
Mstep: Class 39 contains 21429 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58451 members 
Mstep: Class 42 contains 14073 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966384.000000 Penalty: 154790.421875
Iteration 175Q: 44 clusters Score -2.259664e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 169492 members 
Mstep: Class 4 contains 209947 members 
Mstep: Class 5 contains 23630 members 
Mstep: Class 6 contains 189659 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10434 members 
Mstep: Class 9 contains 246855 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 11 contains 61381 members 
Mstep: Class 12 contains 42031 members 
Mstep: Class 13 contains 24735 members 
Mstep: Class 14 contains 42023 members 
Mstep: Class 15 contains 23036 members 
Mstep: Class 16 contains 190148 members 
Mstep: Class 17 contains 11161 members 
Mstep: Class 18 contains 31126 members 
Mstep: Class 19 contains 106715 members 
Mstep: Class 20 contains 26916 members 
Mstep: Class 21 contains 22417 members 
Mstep: Class 22 contains 18501 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 122932 members 
Mstep: Class 26 contains 14504 members 
Mstep: Class 27 contains 21723 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 49233 members 
Mstep: Class 30 contains 10258 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 106791 members 
Mstep: Class 33 contains 3828 members 
Mstep: Class 34 contains 7793 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 36683 members 
Mstep: Class 38 contains 13659 members 
Mstep: Class 39 contains 21433 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58427 members 
Mstep: Class 42 contains 14194 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966112.000000 Penalty: 154790.421875
Iteration 176Q: 44 clusters Score -2.259661e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 9645 members 
Mstep: Class 3 contains 169470 members 
Mstep: Class 4 contains 209898 members 
Mstep: Class 5 contains 23615 members 
Mstep: Class 6 contains 190041 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10425 members 
Mstep: Class 9 contains 246860 members 
Mstep: Class 10 contains 15195 members 
Mstep: Class 11 contains 61378 members 
Mstep: Class 12 contains 42041 members 
Mstep: Class 13 contains 24723 members 
Mstep: Class 14 contains 42013 members 
Mstep: Class 15 contains 22944 members 
Mstep: Class 16 contains 189776 members 
Mstep: Class 17 contains 11160 members 
Mstep: Class 18 contains 31026 members 
Mstep: Class 19 contains 106707 members 
Mstep: Class 20 contains 26922 members 
Mstep: Class 21 contains 22537 members 
Mstep: Class 22 contains 18479 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 122870 members 
Mstep: Class 26 contains 14503 members 
Mstep: Class 27 contains 21751 members 
Mstep: Class 28 contains 1731 members 
Mstep: Class 29 contains 49210 members 
Mstep: Class 30 contains 10281 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 106742 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7819 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 36729 members 
Mstep: Class 38 contains 13758 members 
Mstep: Class 39 contains 21435 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58413 members 
Mstep: Class 42 contains 14307 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966256.000000 Penalty: 154790.421875
Iteration 177Q: 44 clusters Score -2.259663e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 169449 members 
Mstep: Class 4 contains 209834 members 
Mstep: Class 5 contains 23594 members 
Mstep: Class 6 contains 190422 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10408 members 
Mstep: Class 9 contains 246826 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 61373 members 
Mstep: Class 12 contains 42049 members 
Mstep: Class 13 contains 24720 members 
Mstep: Class 14 contains 42008 members 
Mstep: Class 15 contains 22879 members 
Mstep: Class 16 contains 189420 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 30940 members 
Mstep: Class 19 contains 106689 members 
Mstep: Class 20 contains 26938 members 
Mstep: Class 21 contains 22669 members 
Mstep: Class 22 contains 18456 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 122822 members 
Mstep: Class 26 contains 14511 members 
Mstep: Class 27 contains 21778 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 49168 members 
Mstep: Class 30 contains 10310 members 
Mstep: Class 31 contains 10897 members 
Mstep: Class 32 contains 106692 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7851 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 36790 members 
Mstep: Class 38 contains 13830 members 
Mstep: Class 39 contains 21442 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58398 members 
Mstep: Class 42 contains 14424 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225965984.000000 Penalty: 154790.421875
Iteration 178Q: 44 clusters Score -2.25966e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 9635 members 
Mstep: Class 3 contains 169391 members 
Mstep: Class 4 contains 209787 members 
Mstep: Class 5 contains 23586 members 
Mstep: Class 6 contains 190826 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 246800 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 61370 members 
Mstep: Class 12 contains 42050 members 
Mstep: Class 13 contains 24702 members 
Mstep: Class 14 contains 42006 members 
Mstep: Class 15 contains 22805 members 
Mstep: Class 16 contains 189018 members 
Mstep: Class 17 contains 11146 members 
Mstep: Class 18 contains 30847 members 
Mstep: Class 19 contains 106686 members 
Mstep: Class 20 contains 26954 members 
Mstep: Class 21 contains 22803 members 
Mstep: Class 22 contains 18442 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 122790 members 
Mstep: Class 26 contains 14521 members 
Mstep: Class 27 contains 21815 members 
Mstep: Class 28 contains 1726 members 
Mstep: Class 29 contains 49123 members 
Mstep: Class 30 contains 10342 members 
Mstep: Class 31 contains 10897 members 
Mstep: Class 32 contains 106642 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7878 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 36851 members 
Mstep: Class 38 contains 13899 members 
Mstep: Class 39 contains 21447 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58376 members 
Mstep: Class 42 contains 14544 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225966576.000000 Penalty: 154790.421875
Iteration 179Q: 44 clusters Score -2.259666e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 9638 members 
Mstep: Class 3 contains 169312 members 
Mstep: Class 4 contains 209731 members 
Mstep: Class 5 contains 23571 members 
Mstep: Class 6 contains 191276 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 246781 members 
Mstep: Class 10 contains 15190 members 
Mstep: Class 11 contains 61368 members 
Mstep: Class 12 contains 42055 members 
Mstep: Class 13 contains 24685 members 
Mstep: Class 14 contains 41998 members 
Mstep: Class 15 contains 22735 members 
Mstep: Class 16 contains 188578 members 
Mstep: Class 17 contains 11140 members 
Mstep: Class 18 contains 30773 members 
Mstep: Class 19 contains 106683 members 
Mstep: Class 20 contains 26978 members 
Mstep: Class 21 contains 22946 members 
Mstep: Class 22 contains 18430 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 122761 members 
Mstep: Class 26 contains 14523 members 
Mstep: Class 27 contains 21865 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 49076 members 
Mstep: Class 30 contains 10371 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 106572 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7910 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 36901 members 
Mstep: Class 38 contains 13968 members 
Mstep: Class 39 contains 21454 members 
Mstep: Class 40 contains 238 members 
Mstep: Class 41 contains 58367 members 
Mstep: Class 42 contains 14650 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967552.000000 Penalty: 154790.421875
Iteration 180F: 44 clusters Score -2.259676e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 9641 members 
Mstep: Class 3 contains 169228 members 
Mstep: Class 4 contains 209654 members 
Mstep: Class 5 contains 23561 members 
Mstep: Class 6 contains 191695 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10390 members 
Mstep: Class 9 contains 246784 members 
Mstep: Class 10 contains 15191 members 
Mstep: Class 11 contains 61371 members 
Mstep: Class 12 contains 42063 members 
Mstep: Class 13 contains 24663 members 
Mstep: Class 14 contains 41996 members 
Mstep: Class 15 contains 22700 members 
Mstep: Class 16 contains 188113 members 
Mstep: Class 17 contains 11140 members 
Mstep: Class 18 contains 30709 members 
Mstep: Class 19 contains 106678 members 
Mstep: Class 20 contains 27002 members 
Mstep: Class 21 contains 23095 members 
Mstep: Class 22 contains 18419 members 
Mstep: Class 23 contains 379 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 122728 members 
Mstep: Class 26 contains 14522 members 
Mstep: Class 27 contains 21903 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 49035 members 
Mstep: Class 30 contains 10392 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 106517 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7934 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 36945 members 
Mstep: Class 38 contains 14054 members 
Mstep: Class 39 contains 21449 members 
Mstep: Class 40 contains 242 members 
Mstep: Class 41 contains 58357 members 
Mstep: Class 42 contains 14750 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967168.000000 Penalty: 154790.421875
Iteration 181Q: 44 clusters Score -2.259672e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 9640 members 
Mstep: Class 3 contains 169194 members 
Mstep: Class 4 contains 209506 members 
Mstep: Class 5 contains 23555 members 
Mstep: Class 6 contains 192150 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10384 members 
Mstep: Class 9 contains 246778 members 
Mstep: Class 10 contains 15193 members 
Mstep: Class 11 contains 61376 members 
Mstep: Class 12 contains 42093 members 
Mstep: Class 13 contains 24634 members 
Mstep: Class 14 contains 41990 members 
Mstep: Class 15 contains 22688 members 
Mstep: Class 16 contains 187642 members 
Mstep: Class 17 contains 11141 members 
Mstep: Class 18 contains 30619 members 
Mstep: Class 19 contains 106688 members 
Mstep: Class 20 contains 27013 members 
Mstep: Class 21 contains 23249 members 
Mstep: Class 22 contains 18409 members 
Mstep: Class 23 contains 375 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 122692 members 
Mstep: Class 26 contains 14523 members 
Mstep: Class 27 contains 21932 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 49003 members 
Mstep: Class 30 contains 10403 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 106462 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7947 members 
Mstep: Class 35 contains 632 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 36983 members 
Mstep: Class 38 contains 14153 members 
Mstep: Class 39 contains 21451 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 58351 members 
Mstep: Class 42 contains 14837 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967344.000000 Penalty: 154790.421875
Iteration 182Q: 44 clusters Score -2.259673e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 169152 members 
Mstep: Class 4 contains 209381 members 
Mstep: Class 5 contains 23545 members 
Mstep: Class 6 contains 192550 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10385 members 
Mstep: Class 9 contains 246773 members 
Mstep: Class 10 contains 15200 members 
Mstep: Class 11 contains 61374 members 
Mstep: Class 12 contains 42102 members 
Mstep: Class 13 contains 24595 members 
Mstep: Class 14 contains 41986 members 
Mstep: Class 15 contains 22674 members 
Mstep: Class 16 contains 187229 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 30497 members 
Mstep: Class 19 contains 106703 members 
Mstep: Class 20 contains 27030 members 
Mstep: Class 21 contains 23429 members 
Mstep: Class 22 contains 18401 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 122656 members 
Mstep: Class 26 contains 14526 members 
Mstep: Class 27 contains 21982 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 48982 members 
Mstep: Class 30 contains 10421 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 106423 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7961 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1539 members 
Mstep: Class 37 contains 37018 members 
Mstep: Class 38 contains 14251 members 
Mstep: Class 39 contains 21448 members 
Mstep: Class 40 contains 249 members 
Mstep: Class 41 contains 58336 members 
Mstep: Class 42 contains 14902 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967584.000000 Penalty: 154790.421875
Iteration 183Q: 44 clusters Score -2.259676e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 169150 members 
Mstep: Class 4 contains 209229 members 
Mstep: Class 5 contains 23541 members 
Mstep: Class 6 contains 193037 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10380 members 
Mstep: Class 9 contains 246755 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 11 contains 61372 members 
Mstep: Class 12 contains 42113 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 41978 members 
Mstep: Class 15 contains 22656 members 
Mstep: Class 16 contains 186724 members 
Mstep: Class 17 contains 11140 members 
Mstep: Class 18 contains 30397 members 
Mstep: Class 19 contains 106696 members 
Mstep: Class 20 contains 27047 members 
Mstep: Class 21 contains 23593 members 
Mstep: Class 22 contains 18392 members 
Mstep: Class 23 contains 369 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 122606 members 
Mstep: Class 26 contains 14526 members 
Mstep: Class 27 contains 22034 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 48930 members 
Mstep: Class 30 contains 10449 members 
Mstep: Class 31 contains 10902 members 
Mstep: Class 32 contains 106389 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 7973 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 37062 members 
Mstep: Class 38 contains 14375 members 
Mstep: Class 39 contains 21450 members 
Mstep: Class 40 contains 253 members 
Mstep: Class 41 contains 58335 members 
Mstep: Class 42 contains 14960 members 
Mstep: Class 43 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225968416.000000 Penalty: 154790.421875
Iteration 184Q: 44 clusters Score -2.259684e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 9624 members 
Mstep: Class 3 contains 169129 members 
Mstep: Class 4 contains 209121 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 193511 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10371 members 
Mstep: Class 9 contains 246742 members 
Mstep: Class 10 contains 15207 members 
Mstep: Class 11 contains 61376 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 13 contains 24492 members 
Mstep: Class 14 contains 41971 members 
Mstep: Class 15 contains 22667 members 
Mstep: Class 16 contains 186177 members 
Mstep: Class 17 contains 11137 members 
Mstep: Class 18 contains 30289 members 
Mstep: Class 19 contains 106702 members 
Mstep: Class 20 contains 27062 members 
Mstep: Class 21 contains 23752 members 
Mstep: Class 22 contains 18384 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 122558 members 
Mstep: Class 26 contains 14535 members 
Mstep: Class 27 contains 22090 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 48928 members 
Mstep: Class 30 contains 10481 members 
Mstep: Class 31 contains 10903 members 
Mstep: Class 32 contains 106352 members 
Mstep: Class 33 contains 3831 members 
Mstep: Class 34 contains 7988 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 37104 members 
Mstep: Class 38 contains 14480 members 
Mstep: Class 39 contains 21449 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58327 members 
Mstep: Class 42 contains 15010 members 
Mstep: Class 43 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225969008.000000 Penalty: 154790.421875
Iteration 185Q: 44 clusters Score -2.25969e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 9613 members 
Mstep: Class 3 contains 169100 members 
Mstep: Class 4 contains 209011 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 193985 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10347 members 
Mstep: Class 9 contains 246739 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 61380 members 
Mstep: Class 12 contains 42104 members 
Mstep: Class 13 contains 24449 members 
Mstep: Class 14 contains 41971 members 
Mstep: Class 15 contains 22663 members 
Mstep: Class 16 contains 185666 members 
Mstep: Class 17 contains 11132 members 
Mstep: Class 18 contains 30176 members 
Mstep: Class 19 contains 106702 members 
Mstep: Class 20 contains 27084 members 
Mstep: Class 21 contains 23909 members 
Mstep: Class 22 contains 18378 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 122514 members 
Mstep: Class 26 contains 14535 members 
Mstep: Class 27 contains 22142 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 48915 members 
Mstep: Class 30 contains 10511 members 
Mstep: Class 31 contains 10902 members 
Mstep: Class 32 contains 106310 members 
Mstep: Class 33 contains 3831 members 
Mstep: Class 34 contains 8010 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 37151 members 
Mstep: Class 38 contains 14589 members 
Mstep: Class 39 contains 21456 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58320 members 
Mstep: Class 42 contains 15057 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225969920.000000 Penalty: 154790.421875
Iteration 186Q: 44 clusters Score -2.259699e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 9604 members 
Mstep: Class 3 contains 169083 members 
Mstep: Class 4 contains 208835 members 
Mstep: Class 5 contains 23528 members 
Mstep: Class 6 contains 194433 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10341 members 
Mstep: Class 9 contains 246726 members 
Mstep: Class 10 contains 15214 members 
Mstep: Class 11 contains 61381 members 
Mstep: Class 12 contains 42109 members 
Mstep: Class 13 contains 24415 members 
Mstep: Class 14 contains 41970 members 
Mstep: Class 15 contains 22672 members 
Mstep: Class 16 contains 185220 members 
Mstep: Class 17 contains 11128 members 
Mstep: Class 18 contains 30045 members 
Mstep: Class 19 contains 106717 members 
Mstep: Class 20 contains 27099 members 
Mstep: Class 21 contains 24056 members 
Mstep: Class 22 contains 18376 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 122482 members 
Mstep: Class 26 contains 14530 members 
Mstep: Class 27 contains 22185 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 48891 members 
Mstep: Class 30 contains 10550 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 106272 members 
Mstep: Class 33 contains 3832 members 
Mstep: Class 34 contains 8030 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 37201 members 
Mstep: Class 38 contains 14693 members 
Mstep: Class 39 contains 21471 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58310 members 
Mstep: Class 42 contains 15107 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970512.000000 Penalty: 154790.421875
Iteration 187Q: 44 clusters Score -2.259705e+08 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 169079 members 
Mstep: Class 4 contains 208617 members 
Mstep: Class 5 contains 23520 members 
Mstep: Class 6 contains 194873 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10321 members 
Mstep: Class 9 contains 246726 members 
Mstep: Class 10 contains 15217 members 
Mstep: Class 11 contains 61378 members 
Mstep: Class 12 contains 42112 members 
Mstep: Class 13 contains 24381 members 
Mstep: Class 14 contains 41965 members 
Mstep: Class 15 contains 22735 members 
Mstep: Class 16 contains 184796 members 
Mstep: Class 17 contains 11114 members 
Mstep: Class 18 contains 29899 members 
Mstep: Class 19 contains 106735 members 
Mstep: Class 20 contains 27101 members 
Mstep: Class 21 contains 24233 members 
Mstep: Class 22 contains 18375 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 122467 members 
Mstep: Class 26 contains 14524 members 
Mstep: Class 27 contains 22215 members 
Mstep: Class 28 contains 1726 members 
Mstep: Class 29 contains 48852 members 
Mstep: Class 30 contains 10582 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 106226 members 
Mstep: Class 33 contains 3834 members 
Mstep: Class 34 contains 8053 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 37243 members 
Mstep: Class 38 contains 14804 members 
Mstep: Class 39 contains 21483 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58303 members 
Mstep: Class 42 contains 15148 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970976.000000 Penalty: 154790.421875
Iteration 188Q: 44 clusters Score -2.25971e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 9588 members 
Mstep: Class 3 contains 169057 members 
Mstep: Class 4 contains 208418 members 
Mstep: Class 5 contains 23515 members 
Mstep: Class 6 contains 195266 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10305 members 
Mstep: Class 9 contains 246744 members 
Mstep: Class 10 contains 15220 members 
Mstep: Class 11 contains 61377 members 
Mstep: Class 12 contains 42115 members 
Mstep: Class 13 contains 24340 members 
Mstep: Class 14 contains 41960 members 
Mstep: Class 15 contains 22820 members 
Mstep: Class 16 contains 184366 members 
Mstep: Class 17 contains 11098 members 
Mstep: Class 18 contains 29737 members 
Mstep: Class 19 contains 106741 members 
Mstep: Class 20 contains 27111 members 
Mstep: Class 21 contains 24401 members 
Mstep: Class 22 contains 18370 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 122453 members 
Mstep: Class 26 contains 14519 members 
Mstep: Class 27 contains 22249 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48837 members 
Mstep: Class 30 contains 10630 members 
Mstep: Class 31 contains 10897 members 
Mstep: Class 32 contains 106168 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8087 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 37280 members 
Mstep: Class 38 contains 14916 members 
Mstep: Class 39 contains 21504 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58293 members 
Mstep: Class 42 contains 15188 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971360.000000 Penalty: 154790.421875
Iteration 189Q: 44 clusters Score -2.259714e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 9584 members 
Mstep: Class 3 contains 169054 members 
Mstep: Class 4 contains 208180 members 
Mstep: Class 5 contains 23506 members 
Mstep: Class 6 contains 195620 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10282 members 
Mstep: Class 9 contains 246783 members 
Mstep: Class 10 contains 15221 members 
Mstep: Class 11 contains 61375 members 
Mstep: Class 12 contains 42113 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 14 contains 41955 members 
Mstep: Class 15 contains 22923 members 
Mstep: Class 16 contains 183976 members 
Mstep: Class 17 contains 11096 members 
Mstep: Class 18 contains 29568 members 
Mstep: Class 19 contains 106744 members 
Mstep: Class 20 contains 27130 members 
Mstep: Class 21 contains 24600 members 
Mstep: Class 22 contains 18359 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 122436 members 
Mstep: Class 26 contains 14527 members 
Mstep: Class 27 contains 22270 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48833 members 
Mstep: Class 30 contains 10680 members 
Mstep: Class 31 contains 10897 members 
Mstep: Class 32 contains 106094 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8118 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 37313 members 
Mstep: Class 38 contains 15005 members 
Mstep: Class 39 contains 21527 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58276 members 
Mstep: Class 42 contains 15227 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971664.000000 Penalty: 154790.421875
Iteration 190Q: 44 clusters Score -2.259717e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 9582 members 
Mstep: Class 3 contains 169052 members 
Mstep: Class 4 contains 207933 members 
Mstep: Class 5 contains 23486 members 
Mstep: Class 6 contains 195960 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10275 members 
Mstep: Class 9 contains 246792 members 
Mstep: Class 10 contains 15218 members 
Mstep: Class 11 contains 61370 members 
Mstep: Class 12 contains 42114 members 
Mstep: Class 13 contains 24255 members 
Mstep: Class 14 contains 41952 members 
Mstep: Class 15 contains 22999 members 
Mstep: Class 16 contains 183604 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 29417 members 
Mstep: Class 19 contains 106755 members 
Mstep: Class 20 contains 27153 members 
Mstep: Class 21 contains 24809 members 
Mstep: Class 22 contains 18354 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 122414 members 
Mstep: Class 26 contains 14525 members 
Mstep: Class 27 contains 22306 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48826 members 
Mstep: Class 30 contains 10721 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 106029 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8157 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 37351 members 
Mstep: Class 38 contains 15100 members 
Mstep: Class 39 contains 21543 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58266 members 
Mstep: Class 42 contains 15265 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971888.000000 Penalty: 154790.421875
Iteration 191Q: 44 clusters Score -2.259719e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 9582 members 
Mstep: Class 3 contains 169045 members 
Mstep: Class 4 contains 207624 members 
Mstep: Class 5 contains 23469 members 
Mstep: Class 6 contains 196405 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10267 members 
Mstep: Class 9 contains 246813 members 
Mstep: Class 10 contains 15216 members 
Mstep: Class 11 contains 61369 members 
Mstep: Class 12 contains 42113 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 41952 members 
Mstep: Class 15 contains 23058 members 
Mstep: Class 16 contains 183185 members 
Mstep: Class 17 contains 11086 members 
Mstep: Class 18 contains 29252 members 
Mstep: Class 19 contains 106772 members 
Mstep: Class 20 contains 27169 members 
Mstep: Class 21 contains 25023 members 
Mstep: Class 22 contains 18351 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 122399 members 
Mstep: Class 26 contains 14525 members 
Mstep: Class 27 contains 22330 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48828 members 
Mstep: Class 30 contains 10751 members 
Mstep: Class 31 contains 10897 members 
Mstep: Class 32 contains 105969 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8199 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 37381 members 
Mstep: Class 38 contains 15204 members 
Mstep: Class 39 contains 21565 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58251 members 
Mstep: Class 42 contains 15301 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972080.000000 Penalty: 154790.421875
Iteration 192Q: 44 clusters Score -2.259721e+08 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 9583 members 
Mstep: Class 3 contains 169037 members 
Mstep: Class 4 contains 207244 members 
Mstep: Class 5 contains 23457 members 
Mstep: Class 6 contains 196773 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 246833 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 61369 members 
Mstep: Class 12 contains 42103 members 
Mstep: Class 13 contains 24179 members 
Mstep: Class 14 contains 41948 members 
Mstep: Class 15 contains 23141 members 
Mstep: Class 16 contains 182880 members 
Mstep: Class 17 contains 11086 members 
Mstep: Class 18 contains 29112 members 
Mstep: Class 19 contains 106775 members 
Mstep: Class 20 contains 27183 members 
Mstep: Class 21 contains 25244 members 
Mstep: Class 22 contains 18347 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 122387 members 
Mstep: Class 26 contains 14523 members 
Mstep: Class 27 contains 22356 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48832 members 
Mstep: Class 30 contains 10784 members 
Mstep: Class 31 contains 10897 members 
Mstep: Class 32 contains 105924 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8242 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1552 members 
Mstep: Class 37 contains 37413 members 
Mstep: Class 38 contains 15290 members 
Mstep: Class 39 contains 21592 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58237 members 
Mstep: Class 42 contains 15334 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971872.000000 Penalty: 154790.421875
Iteration 193Q: 44 clusters Score -2.259719e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 9585 members 
Mstep: Class 3 contains 169022 members 
Mstep: Class 4 contains 206840 members 
Mstep: Class 5 contains 23443 members 
Mstep: Class 6 contains 197169 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10245 members 
Mstep: Class 9 contains 246854 members 
Mstep: Class 10 contains 15217 members 
Mstep: Class 11 contains 61369 members 
Mstep: Class 12 contains 42111 members 
Mstep: Class 13 contains 24160 members 
Mstep: Class 14 contains 41948 members 
Mstep: Class 15 contains 23209 members 
Mstep: Class 16 contains 182573 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 28923 members 
Mstep: Class 19 contains 106798 members 
Mstep: Class 20 contains 27185 members 
Mstep: Class 21 contains 25486 members 
Mstep: Class 22 contains 18341 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 122364 members 
Mstep: Class 26 contains 14518 members 
Mstep: Class 27 contains 22376 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48834 members 
Mstep: Class 30 contains 10818 members 
Mstep: Class 31 contains 10895 members 
Mstep: Class 32 contains 105873 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8295 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 37446 members 
Mstep: Class 38 contains 15361 members 
Mstep: Class 39 contains 21637 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58228 members 
Mstep: Class 42 contains 15361 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971968.000000 Penalty: 154790.421875
Iteration 194Q: 44 clusters Score -2.25972e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 9584 members 
Mstep: Class 3 contains 169029 members 
Mstep: Class 4 contains 206386 members 
Mstep: Class 5 contains 23416 members 
Mstep: Class 6 contains 197573 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10236 members 
Mstep: Class 9 contains 246883 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 61370 members 
Mstep: Class 12 contains 42109 members 
Mstep: Class 13 contains 24147 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 15 contains 23279 members 
Mstep: Class 16 contains 182233 members 
Mstep: Class 17 contains 11105 members 
Mstep: Class 18 contains 28693 members 
Mstep: Class 19 contains 106811 members 
Mstep: Class 20 contains 27182 members 
Mstep: Class 21 contains 25766 members 
Mstep: Class 22 contains 18335 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 122353 members 
Mstep: Class 26 contains 14518 members 
Mstep: Class 27 contains 22392 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48858 members 
Mstep: Class 30 contains 10853 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 105813 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8346 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 37479 members 
Mstep: Class 38 contains 15467 members 
Mstep: Class 39 contains 21689 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58220 members 
Mstep: Class 42 contains 15392 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972752.000000 Penalty: 154790.421875
Iteration 195Q: 44 clusters Score -2.259728e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 9584 members 
Mstep: Class 3 contains 169037 members 
Mstep: Class 4 contains 205936 members 
Mstep: Class 5 contains 23404 members 
Mstep: Class 6 contains 197956 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10222 members 
Mstep: Class 9 contains 246922 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 61373 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 24143 members 
Mstep: Class 14 contains 41952 members 
Mstep: Class 15 contains 23327 members 
Mstep: Class 16 contains 181938 members 
Mstep: Class 17 contains 11105 members 
Mstep: Class 18 contains 28414 members 
Mstep: Class 19 contains 106803 members 
Mstep: Class 20 contains 27190 members 
Mstep: Class 21 contains 26068 members 
Mstep: Class 22 contains 18328 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 122336 members 
Mstep: Class 26 contains 14527 members 
Mstep: Class 27 contains 22401 members 
Mstep: Class 28 contains 1726 members 
Mstep: Class 29 contains 48879 members 
Mstep: Class 30 contains 10894 members 
Mstep: Class 31 contains 10897 members 
Mstep: Class 32 contains 105752 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 8396 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 37514 members 
Mstep: Class 38 contains 15574 members 
Mstep: Class 39 contains 21764 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58210 members 
Mstep: Class 42 contains 15419 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973296.000000 Penalty: 154790.421875
Iteration 196Q: 44 clusters Score -2.259733e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 9581 members 
Mstep: Class 3 contains 169026 members 
Mstep: Class 4 contains 205448 members 
Mstep: Class 5 contains 23390 members 
Mstep: Class 6 contains 198356 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10212 members 
Mstep: Class 9 contains 246954 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 61367 members 
Mstep: Class 12 contains 42090 members 
Mstep: Class 13 contains 24123 members 
Mstep: Class 14 contains 41952 members 
Mstep: Class 15 contains 23383 members 
Mstep: Class 16 contains 181661 members 
Mstep: Class 17 contains 11097 members 
Mstep: Class 18 contains 28136 members 
Mstep: Class 19 contains 106820 members 
Mstep: Class 20 contains 27196 members 
Mstep: Class 21 contains 26374 members 
Mstep: Class 22 contains 18332 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 122331 members 
Mstep: Class 26 contains 14530 members 
Mstep: Class 27 contains 22418 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 48898 members 
Mstep: Class 30 contains 10930 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 105691 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 8453 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 37551 members 
Mstep: Class 38 contains 15688 members 
Mstep: Class 39 contains 21841 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58200 members 
Mstep: Class 42 contains 15444 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972944.000000 Penalty: 154790.421875
Iteration 197Q: 44 clusters Score -2.259729e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 9580 members 
Mstep: Class 3 contains 169036 members 
Mstep: Class 4 contains 204936 members 
Mstep: Class 5 contains 23384 members 
Mstep: Class 6 contains 198781 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 246966 members 
Mstep: Class 10 contains 15217 members 
Mstep: Class 11 contains 61362 members 
Mstep: Class 12 contains 42082 members 
Mstep: Class 13 contains 24102 members 
Mstep: Class 14 contains 41949 members 
Mstep: Class 15 contains 23478 members 
Mstep: Class 16 contains 181345 members 
Mstep: Class 17 contains 11103 members 
Mstep: Class 18 contains 27795 members 
Mstep: Class 19 contains 106817 members 
Mstep: Class 20 contains 27209 members 
Mstep: Class 21 contains 26730 members 
Mstep: Class 22 contains 18331 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 122322 members 
Mstep: Class 26 contains 14520 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 1726 members 
Mstep: Class 29 contains 48864 members 
Mstep: Class 30 contains 10974 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 105637 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 8512 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 37591 members 
Mstep: Class 38 contains 15823 members 
Mstep: Class 39 contains 21942 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58191 members 
Mstep: Class 42 contains 15462 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973808.000000 Penalty: 154790.421875
Iteration 198Q: 44 clusters Score -2.259738e+08 nChanged 3781
Entering ConstructFrom: 
Score: -225973808.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (34121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Entering Unmasked Estep 
Score: -3991956.500000 Penalty: 2588.541504
	Iteration 0F: 2 clusters Score -3991956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3968654.250000 Penalty: 5177.083008
	Iteration 0F: 3 clusters Score -3968654 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3976948.750000 Penalty: 5177.083008
	Iteration 1F: 3 clusters Score -3976949 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3977394.250000 Penalty: 5177.083008
	Iteration 2Q: 3 clusters Score -3977394 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3977812.250000 Penalty: 5177.083008
	Iteration 3Q: 3 clusters Score -3977812 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3978260.000000 Penalty: 5177.083008
	Iteration 4Q: 3 clusters Score -3978260 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -3978844.750000 Penalty: 5177.083008
	Iteration 5Q: 3 clusters Score -3978845 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3979720.250000 Penalty: 5177.083008
	Iteration 6Q: 3 clusters Score -3979720 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3981153.250000 Penalty: 5177.083008
	Iteration 7F: 3 clusters Score -3981153 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3983337.250000 Penalty: 5177.083008
	Iteration 8F: 3 clusters Score -3983337 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3985678.000000 Penalty: 5177.083008
	Iteration 9F: 3 clusters Score -3985678 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3987473.500000 Penalty: 5177.083008
	Iteration 10F: 3 clusters Score -3987474 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3988584.250000 Penalty: 5177.083008
	Iteration 11Q: 3 clusters Score -3988584 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3989130.750000 Penalty: 5177.083008
	Iteration 12Q: 3 clusters Score -3989131 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3989384.500000 Penalty: 5177.083008
	Iteration 13Q: 3 clusters Score -3989384 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3989526.500000 Penalty: 5177.083008
	Iteration 14Q: 3 clusters Score -3989526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3989632.000000 Penalty: 5177.083008
	Iteration 15Q: 3 clusters Score -3989632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3989691.750000 Penalty: 5177.083008
	Iteration 16Q: 3 clusters Score -3989692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3989726.750000 Penalty: 5177.083008
	Iteration 17Q: 3 clusters Score -3989727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3989747.250000 Penalty: 5177.083008
	Iteration 18Q: 3 clusters Score -3989747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3989767.250000 Penalty: 5177.083008
	Iteration 19Q: 3 clusters Score -3989767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3989778.750000 Penalty: 5177.083008
	Iteration 20F: 3 clusters Score -3989779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3989789.500000 Penalty: 5177.083008
	Iteration 21Q: 3 clusters Score -3989790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3989809.500000 Penalty: 5177.083008
	Iteration 22Q: 3 clusters Score -3989810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3989821.250000 Penalty: 5177.083008
	Iteration 23Q: 3 clusters Score -3989821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3989830.250000 Penalty: 5177.083008
	Iteration 24Q: 3 clusters Score -3989830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3989827.500000 Penalty: 5177.083008
	Iteration 25Q: 3 clusters Score -3989828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3989828.250000 Penalty: 5177.083008
	Iteration 26Q: 3 clusters Score -3989828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3989831.250000 Penalty: 5177.083008
	Iteration 27Q: 3 clusters Score -3989831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3989830.250000 Penalty: 5177.083008
	Iteration 28Q: 3 clusters Score -3989830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3989830.250000 Penalty: 5177.083008
	Iteration 29F: 3 clusters Score -3989830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Entering Unmasked Estep 
Score: -1053649.875000 Penalty: 2273.445801
	Iteration 0F: 2 clusters Score -1053650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1046220.750000 Penalty: 4546.891602
	Iteration 0F: 3 clusters Score -1046221 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1048685.000000 Penalty: 4546.891602
	Iteration 1F: 3 clusters Score -1048685 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1049539.000000 Penalty: 4546.891602
	Iteration 2F: 3 clusters Score -1049539 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1050412.375000 Penalty: 4546.891602
	Iteration 3F: 3 clusters Score -1050412 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1051150.750000 Penalty: 4546.891602
	Iteration 4F: 3 clusters Score -1051151 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1051741.250000 Penalty: 4546.891602
	Iteration 5F: 3 clusters Score -1051741 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1052136.875000 Penalty: 4546.891602
	Iteration 6F: 3 clusters Score -1052137 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1052367.750000 Penalty: 4546.891602
	Iteration 7Q: 3 clusters Score -1052368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1052531.125000 Penalty: 4546.891602
	Iteration 8Q: 3 clusters Score -1052531 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1052634.125000 Penalty: 4546.891602
	Iteration 9Q: 3 clusters Score -1052634 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1052703.750000 Penalty: 4546.891602
	Iteration 10Q: 3 clusters Score -1052704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1052749.000000 Penalty: 4546.891602
	Iteration 11Q: 3 clusters Score -1052749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1052771.625000 Penalty: 4546.891602
	Iteration 12Q: 3 clusters Score -1052772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1052792.750000 Penalty: 4546.891602
	Iteration 13Q: 3 clusters Score -1052793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1052817.125000 Penalty: 4546.891602
	Iteration 14Q: 3 clusters Score -1052817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1052842.000000 Penalty: 4546.891602
	Iteration 15Q: 3 clusters Score -1052842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1052849.625000 Penalty: 4546.891602
	Iteration 16Q: 3 clusters Score -1052850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1052860.125000 Penalty: 4546.891602
	Iteration 17Q: 3 clusters Score -1052860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1052866.875000 Penalty: 4546.891602
	Iteration 18Q: 3 clusters Score -1052867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1052872.125000 Penalty: 4546.891602
	Iteration 19Q: 3 clusters Score -1052872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1052884.125000 Penalty: 4546.891602
	Iteration 20F: 3 clusters Score -1052884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1052899.625000 Penalty: 4546.891602
	Iteration 21Q: 3 clusters Score -1052900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1052903.000000 Penalty: 4546.891602
	Iteration 22Q: 3 clusters Score -1052903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1052908.000000 Penalty: 4546.891602
	Iteration 23Q: 3 clusters Score -1052908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1052910.500000 Penalty: 4546.891602
	Iteration 24Q: 3 clusters Score -1052910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1052914.875000 Penalty: 4546.891602
	Iteration 25Q: 3 clusters Score -1052915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1052917.125000 Penalty: 4546.891602
	Iteration 26Q: 3 clusters Score -1052917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1052922.875000 Penalty: 4546.891602
	Iteration 27Q: 3 clusters Score -1052923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1052925.000000 Penalty: 4546.891602
	Iteration 28Q: 3 clusters Score -1052925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1052928.000000 Penalty: 4546.891602
	Iteration 29Q: 3 clusters Score -1052928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1052927.875000 Penalty: 4546.891602
	Iteration 30Q: 3 clusters Score -1052928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1052927.875000 Penalty: 4546.891602
	Iteration 31F: 3 clusters Score -1052928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Entering Unmasked Estep 
Score: -19592276.000000 Penalty: 2985.424805
	Iteration 0F: 2 clusters Score -1.959228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 84496 members 
Entering Unmasked Estep 
Score: -19479344.000000 Penalty: 5970.849609
	Iteration 0F: 3 clusters Score -1.947934e+07 nChanged 81123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83020 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -19528144.000000 Penalty: 5970.849609
	Iteration 1F: 3 clusters Score -1.952814e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 87468 members 
Entering Unmasked Estep 
Score: -19530054.000000 Penalty: 5970.849609
	Iteration 2Q: 3 clusters Score -1.953005e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79323 members 
Mstep: Class 2 contains 89736 members 
Entering Unmasked Estep 
Score: -19532754.000000 Penalty: 5970.849609
	Iteration 3Q: 3 clusters Score -1.953275e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -19535960.000000 Penalty: 5970.849609
	Iteration 4Q: 3 clusters Score -1.953596e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -19539720.000000 Penalty: 5970.849609
	Iteration 5F: 3 clusters Score -1.953972e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -19544062.000000 Penalty: 5970.849609
	Iteration 6F: 3 clusters Score -1.954406e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -19548346.000000 Penalty: 5970.849609
	Iteration 7F: 3 clusters Score -1.954835e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 116515 members 
Entering Unmasked Estep 
Score: -19552884.000000 Penalty: 5970.849609
	Iteration 8F: 3 clusters Score -1.955288e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -19557526.000000 Penalty: 5970.849609
	Iteration 9F: 3 clusters Score -1.955753e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -19562932.000000 Penalty: 5970.849609
	Iteration 10F: 3 clusters Score -1.956293e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 141195 members 
Entering Unmasked Estep 
Score: -19568792.000000 Penalty: 5970.849609
	Iteration 11F: 3 clusters Score -1.956879e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -19574882.000000 Penalty: 5970.849609
	Iteration 12Q: 3 clusters Score -1.957488e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 156315 members 
Entering Unmasked Estep 
Score: -19580430.000000 Penalty: 5970.849609
	Iteration 13Q: 3 clusters Score -1.958043e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 161545 members 
Entering Unmasked Estep 
Score: -19584934.000000 Penalty: 5970.849609
	Iteration 14Q: 3 clusters Score -1.958493e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 164758 members 
Entering Unmasked Estep 
Score: -19587258.000000 Penalty: 5970.849609
	Iteration 15Q: 3 clusters Score -1.958726e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 166447 members 
Entering Unmasked Estep 
Score: -19588460.000000 Penalty: 5970.849609
	Iteration 16Q: 3 clusters Score -1.958846e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 167328 members 
Entering Unmasked Estep 
Score: -19589026.000000 Penalty: 5970.849609
	Iteration 17Q: 3 clusters Score -1.958903e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 167772 members 
Entering Unmasked Estep 
Score: -19589368.000000 Penalty: 5970.849609
	Iteration 18Q: 3 clusters Score -1.958937e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 167998 members 
Entering Unmasked Estep 
Score: -19589544.000000 Penalty: 5970.849609
	Iteration 19Q: 3 clusters Score -1.958954e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -19589638.000000 Penalty: 5970.849609
	Iteration 20F: 3 clusters Score -1.958964e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 168213 members 
Entering Unmasked Estep 
Score: -19589738.000000 Penalty: 5970.849609
	Iteration 21Q: 3 clusters Score -1.958974e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 168262 members 
Entering Unmasked Estep 
Score: -19589780.000000 Penalty: 5970.849609
	Iteration 22Q: 3 clusters Score -1.958978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 168297 members 
Entering Unmasked Estep 
Score: -19589780.000000 Penalty: 5970.849609
	Iteration 23Q: 3 clusters Score -1.958978e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 168319 members 
Entering Unmasked Estep 
Score: -19589790.000000 Penalty: 5970.849609
	Iteration 24Q: 3 clusters Score -1.958979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 168333 members 
Entering Unmasked Estep 
Score: -19589808.000000 Penalty: 5970.849609
	Iteration 25Q: 3 clusters Score -1.958981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 168347 members 
Entering Unmasked Estep 
Score: -19589818.000000 Penalty: 5970.849609
	Iteration 26Q: 3 clusters Score -1.958982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 168361 members 
Entering Unmasked Estep 
Score: -19589820.000000 Penalty: 5970.849609
	Iteration 27Q: 3 clusters Score -1.958982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 168373 members 
Entering Unmasked Estep 
Score: -19589838.000000 Penalty: 5970.849609
	Iteration 28Q: 3 clusters Score -1.958984e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 168379 members 
Entering Unmasked Estep 
Score: -19589848.000000 Penalty: 5970.849609
	Iteration 29Q: 3 clusters Score -1.958985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -19589850.000000 Penalty: 5970.849609
	Iteration 30Q: 3 clusters Score -1.958985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -19589854.000000 Penalty: 5970.849609
	Iteration 31Q: 3 clusters Score -1.958985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -19589864.000000 Penalty: 5970.849609
	Iteration 32Q: 3 clusters Score -1.958986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -19589864.000000 Penalty: 5970.849609
	Iteration 33Q: 3 clusters Score -1.958986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -19589880.000000 Penalty: 5970.849609
	Iteration 34Q: 3 clusters Score -1.958988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 168390 members 
Entering Unmasked Estep 
Score: -19589878.000000 Penalty: 5970.849609
	Iteration 35Q: 3 clusters Score -1.958988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 168390 members 
Entering Unmasked Estep 
Score: -19589874.000000 Penalty: 5970.849609
	Iteration 36Q: 3 clusters Score -1.958987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 168390 members 
Entering Unmasked Estep 
Score: -19589886.000000 Penalty: 5970.849609
	Iteration 37Q: 3 clusters Score -1.958989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 168388 members 
Entering Unmasked Estep 
Score: -19589868.000000 Penalty: 5970.849609
	Iteration 38Q: 3 clusters Score -1.958987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -19589876.000000 Penalty: 5970.849609
	Iteration 39Q: 3 clusters Score -1.958988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 168387 members 
Entering Unmasked Estep 
Score: -19589882.000000 Penalty: 5970.849609
	Iteration 40F: 3 clusters Score -1.958988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -19589874.000000 Penalty: 5970.849609
	Iteration 41Q: 3 clusters Score -1.958987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 168393 members 
Entering Unmasked Estep 
Score: -19589874.000000 Penalty: 5970.849609
	Iteration 42Q: 3 clusters Score -1.958987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -19589886.000000 Penalty: 5970.849609
	Iteration 43Q: 3 clusters Score -1.958989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -19589894.000000 Penalty: 5970.849609
	Iteration 44Q: 3 clusters Score -1.958989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 168383 members 
Entering Unmasked Estep 
Score: -19589910.000000 Penalty: 5970.849609
	Iteration 45Q: 3 clusters Score -1.958991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 168385 members 
Entering Unmasked Estep 
Score: -19589914.000000 Penalty: 5970.849609
	Iteration 46Q: 3 clusters Score -1.958991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 168385 members 
Entering Unmasked Estep 
Score: -19589922.000000 Penalty: 5970.849609
	Iteration 47Q: 3 clusters Score -1.958992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 168385 members 
Entering Unmasked Estep 
Score: -19589920.000000 Penalty: 5970.849609
	Iteration 48Q: 3 clusters Score -1.958992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 168383 members 
Entering Unmasked Estep 
Score: -19589932.000000 Penalty: 5970.849609
	Iteration 49Q: 3 clusters Score -1.958993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 168385 members 
Entering Unmasked Estep 
Score: -19589932.000000 Penalty: 5970.849609
	Iteration 50Q: 3 clusters Score -1.958993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 168381 members 
Entering Unmasked Estep 
Score: -19589946.000000 Penalty: 5970.849609
	Iteration 51Q: 3 clusters Score -1.958995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 168379 members 
Entering Unmasked Estep 
Score: -19589946.000000 Penalty: 5970.849609
	Iteration 52Q: 3 clusters Score -1.958995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -19589952.000000 Penalty: 5970.849609
	Iteration 53Q: 3 clusters Score -1.958995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 168382 members 
Entering Unmasked Estep 
Score: -19589926.000000 Penalty: 5970.849609
	Iteration 54Q: 3 clusters Score -1.958993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 168384 members 
Entering Unmasked Estep 
Score: -19589954.000000 Penalty: 5970.849609
	Iteration 55Q: 3 clusters Score -1.958995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 168382 members 
Entering Unmasked Estep 
Score: -19589938.000000 Penalty: 5970.849609
	Iteration 56Q: 3 clusters Score -1.958994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 168382 members 
Entering Unmasked Estep 
Score: -19589938.000000 Penalty: 5970.849609
	Iteration 57F: 3 clusters Score -1.958994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (204365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204365 members 
Entering Unmasked Estep 
Score: -23638500.000000 Penalty: 3032.460449
	Iteration 0F: 2 clusters Score -2.36385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -23504262.000000 Penalty: 6064.920898
	Iteration 0F: 3 clusters Score -2.350426e+07 nChanged 98343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106350 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -23561014.000000 Penalty: 6064.920898
	Iteration 1F: 3 clusters Score -2.356101e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 94888 members 
Entering Unmasked Estep 
Score: -23562608.000000 Penalty: 6064.920898
	Iteration 2Q: 3 clusters Score -2.356261e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -23565182.000000 Penalty: 6064.920898
	Iteration 3Q: 3 clusters Score -2.356518e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121995 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -23569338.000000 Penalty: 6064.920898
	Iteration 4Q: 3 clusters Score -2.356934e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132336 members 
Mstep: Class 2 contains 72029 members 
Entering Unmasked Estep 
Score: -23575796.000000 Penalty: 6064.920898
	Iteration 5F: 3 clusters Score -2.35758e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145636 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -23585476.000000 Penalty: 6064.920898
	Iteration 6F: 3 clusters Score -2.358548e+07 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161317 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -23598612.000000 Penalty: 6064.920898
	Iteration 7F: 3 clusters Score -2.359861e+07 nChanged 16212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177391 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -23612632.000000 Penalty: 6064.920898
	Iteration 8F: 3 clusters Score -2.361263e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190561 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -23624392.000000 Penalty: 6064.920898
	Iteration 9F: 3 clusters Score -2.362439e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198643 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -23631264.000000 Penalty: 6064.920898
	Iteration 10Q: 3 clusters Score -2.363126e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202212 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -23634218.000000 Penalty: 6064.920898
	Iteration 11Q: 3 clusters Score -2.363422e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203408 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -23635200.000000 Penalty: 6064.920898
	Iteration 12Q: 3 clusters Score -2.36352e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203790 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -23635480.000000 Penalty: 6064.920898
	Iteration 13Q: 3 clusters Score -2.363548e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203915 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -23635692.000000 Penalty: 6064.920898
	Iteration 14Q: 3 clusters Score -2.363569e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203961 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23635758.000000 Penalty: 6064.920898
	Iteration 15Q: 3 clusters Score -2.363576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203983 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23635798.000000 Penalty: 6064.920898
	Iteration 16Q: 3 clusters Score -2.36358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203996 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23635828.000000 Penalty: 6064.920898
	Iteration 17Q: 3 clusters Score -2.363583e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204003 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23635852.000000 Penalty: 6064.920898
	Iteration 18Q: 3 clusters Score -2.363585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204005 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -23635860.000000 Penalty: 6064.920898
	Iteration 19Q: 3 clusters Score -2.363586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204007 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -23635868.000000 Penalty: 6064.920898
	Iteration 20F: 3 clusters Score -2.363587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204010 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23635872.000000 Penalty: 6064.920898
	Iteration 21Q: 3 clusters Score -2.363587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204014 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -23635894.000000 Penalty: 6064.920898
	Iteration 22Q: 3 clusters Score -2.363589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204021 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -23635876.000000 Penalty: 6064.920898
	Iteration 23Q: 3 clusters Score -2.363588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204027 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23635892.000000 Penalty: 6064.920898
	Iteration 24Q: 3 clusters Score -2.363589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204027 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23635886.000000 Penalty: 6064.920898
	Iteration 25Q: 3 clusters Score -2.363589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204027 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -23635892.000000 Penalty: 6064.920898
	Iteration 26Q: 3 clusters Score -2.363589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204029 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23635898.000000 Penalty: 6064.920898
	Iteration 27Q: 3 clusters Score -2.36359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204031 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23635900.000000 Penalty: 6064.920898
	Iteration 28Q: 3 clusters Score -2.36359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204030 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23635898.000000 Penalty: 6064.920898
	Iteration 29Q: 3 clusters Score -2.36359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204032 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23635910.000000 Penalty: 6064.920898
	Iteration 30Q: 3 clusters Score -2.363591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204034 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23635910.000000 Penalty: 6064.920898
	Iteration 31Q: 3 clusters Score -2.363591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204035 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -23635910.000000 Penalty: 6064.920898
	Iteration 32Q: 3 clusters Score -2.363591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204034 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -23635902.000000 Penalty: 6064.920898
	Iteration 33Q: 3 clusters Score -2.36359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204033 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23635910.000000 Penalty: 6064.920898
	Iteration 34Q: 3 clusters Score -2.363591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204032 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23635908.000000 Penalty: 6064.920898
	Iteration 35Q: 3 clusters Score -2.363591e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204032 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23635908.000000 Penalty: 6064.920898
	Iteration 36F: 3 clusters Score -2.363591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Entering Unmasked Estep 
Score: -2688720.000000 Penalty: 2494.779053
	Iteration 0F: 2 clusters Score -2688720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2672510.500000 Penalty: 4989.558105
	Iteration 0F: 3 clusters Score -2672510 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2678386.250000 Penalty: 4989.558105
	Iteration 1F: 3 clusters Score -2678386 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2679110.500000 Penalty: 4989.558105
	Iteration 2F: 3 clusters Score -2679110 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2680021.000000 Penalty: 4989.558105
	Iteration 3F: 3 clusters Score -2680021 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2680991.750000 Penalty: 4989.558105
	Iteration 4F: 3 clusters Score -2680992 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2681824.500000 Penalty: 4989.558105
	Iteration 5F: 3 clusters Score -2681824 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2682445.250000 Penalty: 4989.558105
	Iteration 6F: 3 clusters Score -2682445 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2682987.250000 Penalty: 4989.558105
	Iteration 7Q: 3 clusters Score -2682987 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2683436.000000 Penalty: 4989.558105
	Iteration 8Q: 3 clusters Score -2683436 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2683834.250000 Penalty: 4989.558105
	Iteration 9Q: 3 clusters Score -2683834 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2684182.000000 Penalty: 4989.558105
	Iteration 10Q: 3 clusters Score -2684182 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2684524.750000 Penalty: 4989.558105
	Iteration 11Q: 3 clusters Score -2684525 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2684850.000000 Penalty: 4989.558105
	Iteration 12Q: 3 clusters Score -2684850 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -2685152.000000 Penalty: 4989.558105
	Iteration 13Q: 3 clusters Score -2685152 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2685330.000000 Penalty: 4989.558105
	Iteration 14Q: 3 clusters Score -2685330 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2685451.000000 Penalty: 4989.558105
	Iteration 15Q: 3 clusters Score -2685451 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2685562.250000 Penalty: 4989.558105
	Iteration 16Q: 3 clusters Score -2685562 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2685617.250000 Penalty: 4989.558105
	Iteration 17Q: 3 clusters Score -2685617 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2685644.250000 Penalty: 4989.558105
	Iteration 18Q: 3 clusters Score -2685644 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2685656.500000 Penalty: 4989.558105
	Iteration 19Q: 3 clusters Score -2685656 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2685690.500000 Penalty: 4989.558105
	Iteration 20F: 3 clusters Score -2685690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2685708.750000 Penalty: 4989.558105
	Iteration 21Q: 3 clusters Score -2685709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2685717.750000 Penalty: 4989.558105
	Iteration 22Q: 3 clusters Score -2685718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2685719.750000 Penalty: 4989.558105
	Iteration 23Q: 3 clusters Score -2685720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2685737.500000 Penalty: 4989.558105
	Iteration 24Q: 3 clusters Score -2685738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2685754.000000 Penalty: 4989.558105
	Iteration 25Q: 3 clusters Score -2685754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2685764.000000 Penalty: 4989.558105
	Iteration 26Q: 3 clusters Score -2685764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2685780.750000 Penalty: 4989.558105
	Iteration 27Q: 3 clusters Score -2685781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2685794.750000 Penalty: 4989.558105
	Iteration 28Q: 3 clusters Score -2685795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2685796.000000 Penalty: 4989.558105
	Iteration 29Q: 3 clusters Score -2685796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2685810.250000 Penalty: 4989.558105
	Iteration 30Q: 3 clusters Score -2685810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2685815.750000 Penalty: 4989.558105
	Iteration 31Q: 3 clusters Score -2685816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2685824.250000 Penalty: 4989.558105
	Iteration 32Q: 3 clusters Score -2685824 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2685837.000000 Penalty: 4989.558105
	Iteration 33Q: 3 clusters Score -2685837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2685838.750000 Penalty: 4989.558105
	Iteration 34Q: 3 clusters Score -2685839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2685844.500000 Penalty: 4989.558105
	Iteration 35Q: 3 clusters Score -2685844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2685836.250000 Penalty: 4989.558105
	Iteration 36Q: 3 clusters Score -2685836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2685844.500000 Penalty: 4989.558105
	Iteration 37Q: 3 clusters Score -2685844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2685849.250000 Penalty: 4989.558105
	Iteration 38Q: 3 clusters Score -2685849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2685861.750000 Penalty: 4989.558105
	Iteration 39Q: 3 clusters Score -2685862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2685872.750000 Penalty: 4989.558105
	Iteration 40F: 3 clusters Score -2685873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2685876.250000 Penalty: 4989.558105
	Iteration 41Q: 3 clusters Score -2685876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2685880.250000 Penalty: 4989.558105
	Iteration 42Q: 3 clusters Score -2685880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2685874.250000 Penalty: 4989.558105
	Iteration 43Q: 3 clusters Score -2685874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2685876.250000 Penalty: 4989.558105
	Iteration 44Q: 3 clusters Score -2685876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2685892.250000 Penalty: 4989.558105
	Iteration 45Q: 3 clusters Score -2685892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2685888.000000 Penalty: 4989.558105
	Iteration 46Q: 3 clusters Score -2685888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2685897.750000 Penalty: 4989.558105
	Iteration 47Q: 3 clusters Score -2685898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2685903.500000 Penalty: 4989.558105
	Iteration 48Q: 3 clusters Score -2685904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2685910.750000 Penalty: 4989.558105
	Iteration 49Q: 3 clusters Score -2685911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2685920.750000 Penalty: 4989.558105
	Iteration 50Q: 3 clusters Score -2685921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2685930.750000 Penalty: 4989.558105
	Iteration 51Q: 3 clusters Score -2685931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2685931.750000 Penalty: 4989.558105
	Iteration 52Q: 3 clusters Score -2685932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2685932.250000 Penalty: 4989.558105
	Iteration 53Q: 3 clusters Score -2685932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2685932.250000 Penalty: 4989.558105
	Iteration 54Q: 3 clusters Score -2685932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2685939.250000 Penalty: 4989.558105
	Iteration 55Q: 3 clusters Score -2685939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2685949.750000 Penalty: 4989.558105
	Iteration 56Q: 3 clusters Score -2685950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2685939.000000 Penalty: 4989.558105
	Iteration 57Q: 3 clusters Score -2685939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2685941.750000 Penalty: 4989.558105
	Iteration 58Q: 3 clusters Score -2685942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2685946.750000 Penalty: 4989.558105
	Iteration 59Q: 3 clusters Score -2685947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2685949.750000 Penalty: 4989.558105
	Iteration 60F: 3 clusters Score -2685950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2685953.000000 Penalty: 4989.558105
	Iteration 61Q: 3 clusters Score -2685953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -2685954.250000 Penalty: 4989.558105
	Iteration 62Q: 3 clusters Score -2685954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2685947.250000 Penalty: 4989.558105
	Iteration 63Q: 3 clusters Score -2685947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2685950.000000 Penalty: 4989.558105
	Iteration 64Q: 3 clusters Score -2685950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2685960.000000 Penalty: 4989.558105
	Iteration 65Q: 3 clusters Score -2685960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2685959.000000 Penalty: 4989.558105
	Iteration 66Q: 3 clusters Score -2685959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2685949.000000 Penalty: 4989.558105
	Iteration 67Q: 3 clusters Score -2685949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2685955.000000 Penalty: 4989.558105
	Iteration 68Q: 3 clusters Score -2685955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2685958.000000 Penalty: 4989.558105
	Iteration 69Q: 3 clusters Score -2685958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2685962.750000 Penalty: 4989.558105
	Iteration 70Q: 3 clusters Score -2685963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2685966.000000 Penalty: 4989.558105
	Iteration 71Q: 3 clusters Score -2685966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2685970.500000 Penalty: 4989.558105
	Iteration 72Q: 3 clusters Score -2685970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2685969.250000 Penalty: 4989.558105
	Iteration 73Q: 3 clusters Score -2685969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2685971.750000 Penalty: 4989.558105
	Iteration 74Q: 3 clusters Score -2685972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2685973.750000 Penalty: 4989.558105
	Iteration 75Q: 3 clusters Score -2685974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2685973.250000 Penalty: 4989.558105
	Iteration 76Q: 3 clusters Score -2685973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2685974.250000 Penalty: 4989.558105
	Iteration 77Q: 3 clusters Score -2685974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -2685973.500000 Penalty: 4989.558105
	Iteration 78Q: 3 clusters Score -2685974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2685969.750000 Penalty: 4989.558105
	Iteration 79Q: 3 clusters Score -2685970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2685966.000000 Penalty: 4989.558105
	Iteration 80F: 3 clusters Score -2685966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2685969.750000 Penalty: 4989.558105
	Iteration 81Q: 3 clusters Score -2685970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2685964.750000 Penalty: 4989.558105
	Iteration 82Q: 3 clusters Score -2685965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2685966.250000 Penalty: 4989.558105
	Iteration 83Q: 3 clusters Score -2685966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2685965.500000 Penalty: 4989.558105
	Iteration 84Q: 3 clusters Score -2685966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2685968.000000 Penalty: 4989.558105
	Iteration 85Q: 3 clusters Score -2685968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2685965.000000 Penalty: 4989.558105
	Iteration 86Q: 3 clusters Score -2685965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2685966.250000 Penalty: 4989.558105
	Iteration 87Q: 3 clusters Score -2685966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2685967.500000 Penalty: 4989.558105
	Iteration 88Q: 3 clusters Score -2685968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2685967.500000 Penalty: 4989.558105
	Iteration 89F: 3 clusters Score -2685968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199203 members 
Entering Unmasked Estep 
Score: -23493918.000000 Penalty: 3026.115723
	Iteration 0F: 2 clusters Score -2.349392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -23369044.000000 Penalty: 6052.231445
	Iteration 0F: 3 clusters Score -2.336904e+07 nChanged 95777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99963 members 
Mstep: Class 2 contains 99240 members 
Entering Unmasked Estep 
Score: -23425142.000000 Penalty: 6052.231445
	Iteration 1F: 3 clusters Score -2.342514e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99535 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -23426672.000000 Penalty: 6052.231445
	Iteration 2Q: 3 clusters Score -2.342667e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -23428976.000000 Penalty: 6052.231445
	Iteration 3Q: 3 clusters Score -2.342898e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 101500 members 
Entering Unmasked Estep 
Score: -23432234.000000 Penalty: 6052.231445
	Iteration 4Q: 3 clusters Score -2.343223e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -23435968.000000 Penalty: 6052.231445
	Iteration 5Q: 3 clusters Score -2.343597e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -23440238.000000 Penalty: 6052.231445
	Iteration 6F: 3 clusters Score -2.344024e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 105851 members 
Entering Unmasked Estep 
Score: -23444300.000000 Penalty: 6052.231445
	Iteration 7F: 3 clusters Score -2.34443e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -23448102.000000 Penalty: 6052.231445
	Iteration 8Q: 3 clusters Score -2.34481e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Mstep: Class 2 contains 107599 members 
Entering Unmasked Estep 
Score: -23450890.000000 Penalty: 6052.231445
	Iteration 9Q: 3 clusters Score -2.345089e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -23453090.000000 Penalty: 6052.231445
	Iteration 10Q: 3 clusters Score -2.345309e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90899 members 
Mstep: Class 2 contains 108304 members 
Entering Unmasked Estep 
Score: -23454448.000000 Penalty: 6052.231445
	Iteration 11Q: 3 clusters Score -2.345445e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -23455018.000000 Penalty: 6052.231445
	Iteration 12Q: 3 clusters Score -2.345502e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -23455718.000000 Penalty: 6052.231445
	Iteration 13Q: 3 clusters Score -2.345572e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 108428 members 
Entering Unmasked Estep 
Score: -23455956.000000 Penalty: 6052.231445
	Iteration 14Q: 3 clusters Score -2.345596e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -23456240.000000 Penalty: 6052.231445
	Iteration 15Q: 3 clusters Score -2.345624e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -23456242.000000 Penalty: 6052.231445
	Iteration 16Q: 3 clusters Score -2.345624e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -23456296.000000 Penalty: 6052.231445
	Iteration 17Q: 3 clusters Score -2.34563e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -23456394.000000 Penalty: 6052.231445
	Iteration 18Q: 3 clusters Score -2.345639e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -23456470.000000 Penalty: 6052.231445
	Iteration 19Q: 3 clusters Score -2.345647e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -23456538.000000 Penalty: 6052.231445
	Iteration 20F: 3 clusters Score -2.345654e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 106834 members 
Entering Unmasked Estep 
Score: -23456544.000000 Penalty: 6052.231445
	Iteration 21Q: 3 clusters Score -2.345654e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -23456604.000000 Penalty: 6052.231445
	Iteration 22Q: 3 clusters Score -2.34566e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93277 members 
Mstep: Class 2 contains 105926 members 
Entering Unmasked Estep 
Score: -23456580.000000 Penalty: 6052.231445
	Iteration 23Q: 3 clusters Score -2.345658e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 105303 members 
Entering Unmasked Estep 
Score: -23456668.000000 Penalty: 6052.231445
	Iteration 24Q: 3 clusters Score -2.345667e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -23456686.000000 Penalty: 6052.231445
	Iteration 25Q: 3 clusters Score -2.345669e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95435 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -23456786.000000 Penalty: 6052.231445
	Iteration 26Q: 3 clusters Score -2.345679e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -23456716.000000 Penalty: 6052.231445
	Iteration 27Q: 3 clusters Score -2.345672e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97655 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -23456894.000000 Penalty: 6052.231445
	Iteration 28Q: 3 clusters Score -2.345689e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -23457026.000000 Penalty: 6052.231445
	Iteration 29Q: 3 clusters Score -2.345703e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 97915 members 
Entering Unmasked Estep 
Score: -23457224.000000 Penalty: 6052.231445
	Iteration 30Q: 3 clusters Score -2.345722e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -23457522.000000 Penalty: 6052.231445
	Iteration 31Q: 3 clusters Score -2.345752e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 91975 members 
Entering Unmasked Estep 
Score: -23458040.000000 Penalty: 6052.231445
	Iteration 32Q: 3 clusters Score -2.345804e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111356 members 
Mstep: Class 2 contains 87847 members 
Entering Unmasked Estep 
Score: -23458846.000000 Penalty: 6052.231445
	Iteration 33Q: 3 clusters Score -2.345885e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116493 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -23459982.000000 Penalty: 6052.231445
	Iteration 34Q: 3 clusters Score -2.345998e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -23462028.000000 Penalty: 6052.231445
	Iteration 35Q: 3 clusters Score -2.346203e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129917 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -23464736.000000 Penalty: 6052.231445
	Iteration 36Q: 3 clusters Score -2.346474e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138312 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -23468138.000000 Penalty: 6052.231445
	Iteration 37Q: 3 clusters Score -2.346814e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147722 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -23472552.000000 Penalty: 6052.231445
	Iteration 38Q: 3 clusters Score -2.347255e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -23477472.000000 Penalty: 6052.231445
	Iteration 39Q: 3 clusters Score -2.347747e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167113 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -23482302.000000 Penalty: 6052.231445
	Iteration 40F: 3 clusters Score -2.34823e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -23485914.000000 Penalty: 6052.231445
	Iteration 41Q: 3 clusters Score -2.348591e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182149 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -23488302.000000 Penalty: 6052.231445
	Iteration 42Q: 3 clusters Score -2.34883e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187081 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -23489682.000000 Penalty: 6052.231445
	Iteration 43Q: 3 clusters Score -2.348968e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190390 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -23490622.000000 Penalty: 6052.231445
	Iteration 44Q: 3 clusters Score -2.349062e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192621 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -23491166.000000 Penalty: 6052.231445
	Iteration 45Q: 3 clusters Score -2.349117e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194046 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -23491470.000000 Penalty: 6052.231445
	Iteration 46Q: 3 clusters Score -2.349147e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194997 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -23491632.000000 Penalty: 6052.231445
	Iteration 47Q: 3 clusters Score -2.349163e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195590 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -23491834.000000 Penalty: 6052.231445
	Iteration 48Q: 3 clusters Score -2.349183e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195980 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -23491914.000000 Penalty: 6052.231445
	Iteration 49Q: 3 clusters Score -2.349191e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -23491922.000000 Penalty: 6052.231445
	Iteration 50Q: 3 clusters Score -2.349192e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196480 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -23491956.000000 Penalty: 6052.231445
	Iteration 51Q: 3 clusters Score -2.349196e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196668 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -23491996.000000 Penalty: 6052.231445
	Iteration 52Q: 3 clusters Score -2.3492e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196787 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -23492042.000000 Penalty: 6052.231445
	Iteration 53Q: 3 clusters Score -2.349204e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196879 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -23491984.000000 Penalty: 6052.231445
	Iteration 54Q: 3 clusters Score -2.349198e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196965 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23491980.000000 Penalty: 6052.231445
	Iteration 55Q: 3 clusters Score -2.349198e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197033 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23492022.000000 Penalty: 6052.231445
	Iteration 56Q: 3 clusters Score -2.349202e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197104 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -23492068.000000 Penalty: 6052.231445
	Iteration 57Q: 3 clusters Score -2.349207e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -23492080.000000 Penalty: 6052.231445
	Iteration 58Q: 3 clusters Score -2.349208e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197206 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -23492036.000000 Penalty: 6052.231445
	Iteration 59Q: 3 clusters Score -2.349204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197252 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -23492054.000000 Penalty: 6052.231445
	Iteration 60F: 3 clusters Score -2.349205e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197299 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -23492090.000000 Penalty: 6052.231445
	Iteration 61Q: 3 clusters Score -2.349209e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197330 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23492098.000000 Penalty: 6052.231445
	Iteration 62Q: 3 clusters Score -2.34921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197369 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23492060.000000 Penalty: 6052.231445
	Iteration 63Q: 3 clusters Score -2.349206e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197394 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23492088.000000 Penalty: 6052.231445
	Iteration 64Q: 3 clusters Score -2.349209e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197424 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23492118.000000 Penalty: 6052.231445
	Iteration 65Q: 3 clusters Score -2.349212e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197453 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -23492150.000000 Penalty: 6052.231445
	Iteration 66Q: 3 clusters Score -2.349215e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197477 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -23492140.000000 Penalty: 6052.231445
	Iteration 67Q: 3 clusters Score -2.349214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197500 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -23492154.000000 Penalty: 6052.231445
	Iteration 68Q: 3 clusters Score -2.349215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197521 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23492166.000000 Penalty: 6052.231445
	Iteration 69Q: 3 clusters Score -2.349217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197539 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -23492176.000000 Penalty: 6052.231445
	Iteration 70Q: 3 clusters Score -2.349218e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197557 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -23492188.000000 Penalty: 6052.231445
	Iteration 71Q: 3 clusters Score -2.349219e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197566 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -23492194.000000 Penalty: 6052.231445
	Iteration 72Q: 3 clusters Score -2.349219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197583 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23492214.000000 Penalty: 6052.231445
	Iteration 73Q: 3 clusters Score -2.349221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197597 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23492206.000000 Penalty: 6052.231445
	Iteration 74Q: 3 clusters Score -2.349221e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -23492228.000000 Penalty: 6052.231445
	Iteration 75Q: 3 clusters Score -2.349223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197613 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -23492238.000000 Penalty: 6052.231445
	Iteration 76Q: 3 clusters Score -2.349224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197612 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23492234.000000 Penalty: 6052.231445
	Iteration 77Q: 3 clusters Score -2.349223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197611 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -23492240.000000 Penalty: 6052.231445
	Iteration 78Q: 3 clusters Score -2.349224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197617 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23492264.000000 Penalty: 6052.231445
	Iteration 79Q: 3 clusters Score -2.349226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197627 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23492226.000000 Penalty: 6052.231445
	Iteration 80F: 3 clusters Score -2.349223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197637 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23492230.000000 Penalty: 6052.231445
	Iteration 81Q: 3 clusters Score -2.349223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197644 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -23492230.000000 Penalty: 6052.231445
	Iteration 82Q: 3 clusters Score -2.349223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197646 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -23492226.000000 Penalty: 6052.231445
	Iteration 83Q: 3 clusters Score -2.349223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197657 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23492238.000000 Penalty: 6052.231445
	Iteration 84Q: 3 clusters Score -2.349224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197668 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -23492252.000000 Penalty: 6052.231445
	Iteration 85Q: 3 clusters Score -2.349225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197683 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -23492258.000000 Penalty: 6052.231445
	Iteration 86Q: 3 clusters Score -2.349226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23492262.000000 Penalty: 6052.231445
	Iteration 87Q: 3 clusters Score -2.349226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197708 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -23492272.000000 Penalty: 6052.231445
	Iteration 88Q: 3 clusters Score -2.349227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197714 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -23492266.000000 Penalty: 6052.231445
	Iteration 89Q: 3 clusters Score -2.349227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197717 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -23492260.000000 Penalty: 6052.231445
	Iteration 90Q: 3 clusters Score -2.349226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197721 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -23492264.000000 Penalty: 6052.231445
	Iteration 91Q: 3 clusters Score -2.349226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197730 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23492258.000000 Penalty: 6052.231445
	Iteration 92Q: 3 clusters Score -2.349226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197740 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -23492266.000000 Penalty: 6052.231445
	Iteration 93Q: 3 clusters Score -2.349227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197751 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23492260.000000 Penalty: 6052.231445
	Iteration 94Q: 3 clusters Score -2.349226e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197763 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -23492266.000000 Penalty: 6052.231445
	Iteration 95Q: 3 clusters Score -2.349227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197773 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -23492280.000000 Penalty: 6052.231445
	Iteration 96Q: 3 clusters Score -2.349228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197778 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23492254.000000 Penalty: 6052.231445
	Iteration 97Q: 3 clusters Score -2.349225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197778 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23492264.000000 Penalty: 6052.231445
	Iteration 98Q: 3 clusters Score -2.349226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197778 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23492266.000000 Penalty: 6052.231445
	Iteration 99Q: 3 clusters Score -2.349227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197781 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -23492264.000000 Penalty: 6052.231445
	Iteration 100F: 3 clusters Score -2.349226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23492254.000000 Penalty: 6052.231445
	Iteration 101Q: 3 clusters Score -2.349225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197783 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -23492280.000000 Penalty: 6052.231445
	Iteration 102Q: 3 clusters Score -2.349228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197784 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23492282.000000 Penalty: 6052.231445
	Iteration 103Q: 3 clusters Score -2.349228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197782 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -23492276.000000 Penalty: 6052.231445
	Iteration 104Q: 3 clusters Score -2.349228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197781 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -23492272.000000 Penalty: 6052.231445
	Iteration 105Q: 3 clusters Score -2.349227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197783 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -23492282.000000 Penalty: 6052.231445
	Iteration 106Q: 3 clusters Score -2.349228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197784 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23492286.000000 Penalty: 6052.231445
	Iteration 107Q: 3 clusters Score -2.349229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197783 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -23492280.000000 Penalty: 6052.231445
	Iteration 108Q: 3 clusters Score -2.349228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197785 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23492280.000000 Penalty: 6052.231445
	Iteration 109Q: 3 clusters Score -2.349228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197785 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23492280.000000 Penalty: 6052.231445
	Iteration 110F: 3 clusters Score -2.349228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -91986.679688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -91986.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -90157.687500 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -90157.69 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90445.531250 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -90445.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90542.265625 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -90542.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90620.781250 Penalty: 3348.546387
	Iteration 3F: 3 clusters Score -90620.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -90683.781250 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -90683.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -90811.023438 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -90811.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90952.710938 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -90952.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91098.914062 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -91098.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -91169.218750 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -91169.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91244.507812 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -91244.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91297.414062 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -91297.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91322.046875 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -91322.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91331.070312 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -91331.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91341.125000 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -91341.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91356.210938 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -91356.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -91374.554688 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -91374.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91386.117188 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -91386.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91397.476562 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -91397.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91403.476562 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -91403.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91405.937500 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -91405.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -91414.109375 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -91414.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -91434.890625 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -91434.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91449.593750 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -91449.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -91452.523438 Penalty: 3348.546387
	Iteration 23Q: 3 clusters Score -91452.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91465.656250 Penalty: 3348.546387
	Iteration 24Q: 3 clusters Score -91465.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91492.546875 Penalty: 3348.546387
	Iteration 25Q: 3 clusters Score -91492.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91512.484375 Penalty: 3348.546387
	Iteration 26Q: 3 clusters Score -91512.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91518.609375 Penalty: 3348.546387
	Iteration 27Q: 3 clusters Score -91518.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -91525.945312 Penalty: 3348.546387
	Iteration 28Q: 3 clusters Score -91525.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -91530.257812 Penalty: 3348.546387
	Iteration 29Q: 3 clusters Score -91530.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91535.125000 Penalty: 3348.546387
	Iteration 30Q: 3 clusters Score -91535.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91538.632812 Penalty: 3348.546387
	Iteration 31Q: 3 clusters Score -91538.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91539.648438 Penalty: 3348.546387
	Iteration 32Q: 3 clusters Score -91539.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91540.203125 Penalty: 3348.546387
	Iteration 33Q: 3 clusters Score -91540.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -91540.203125 Penalty: 3348.546387
	Iteration 34F: 3 clusters Score -91540.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Entering Unmasked Estep 
Score: -1114632.750000 Penalty: 2288.929443
	Iteration 0F: 2 clusters Score -1114633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1106880.125000 Penalty: 4577.858887
	Iteration 0F: 3 clusters Score -1106880 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1109222.125000 Penalty: 4577.858887
	Iteration 1F: 3 clusters Score -1109222 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1109504.250000 Penalty: 4577.858887
	Iteration 2F: 3 clusters Score -1109504 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1109689.625000 Penalty: 4577.858887
	Iteration 3Q: 3 clusters Score -1109690 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1109826.125000 Penalty: 4577.858887
	Iteration 4Q: 3 clusters Score -1109826 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1109950.000000 Penalty: 4577.858887
	Iteration 5Q: 3 clusters Score -1109950 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1110089.000000 Penalty: 4577.858887
	Iteration 6Q: 3 clusters Score -1110089 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1110260.375000 Penalty: 4577.858887
	Iteration 7Q: 3 clusters Score -1110260 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1110519.000000 Penalty: 4577.858887
	Iteration 8Q: 3 clusters Score -1110519 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1110873.250000 Penalty: 4577.858887
	Iteration 9Q: 3 clusters Score -1110873 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1111311.125000 Penalty: 4577.858887
	Iteration 10F: 3 clusters Score -1111311 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1111771.000000 Penalty: 4577.858887
	Iteration 11F: 3 clusters Score -1111771 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1112162.625000 Penalty: 4577.858887
	Iteration 12Q: 3 clusters Score -1112163 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1112456.750000 Penalty: 4577.858887
	Iteration 13Q: 3 clusters Score -1112457 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1112687.375000 Penalty: 4577.858887
	Iteration 14Q: 3 clusters Score -1112687 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1112861.750000 Penalty: 4577.858887
	Iteration 15Q: 3 clusters Score -1112862 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1112968.875000 Penalty: 4577.858887
	Iteration 16Q: 3 clusters Score -1112969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1113037.250000 Penalty: 4577.858887
	Iteration 17Q: 3 clusters Score -1113037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1113068.250000 Penalty: 4577.858887
	Iteration 18Q: 3 clusters Score -1113068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1113094.375000 Penalty: 4577.858887
	Iteration 19Q: 3 clusters Score -1113094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1113114.000000 Penalty: 4577.858887
	Iteration 20F: 3 clusters Score -1113114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1113127.500000 Penalty: 4577.858887
	Iteration 21Q: 3 clusters Score -1113128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1113133.625000 Penalty: 4577.858887
	Iteration 22Q: 3 clusters Score -1113134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1113137.750000 Penalty: 4577.858887
	Iteration 23Q: 3 clusters Score -1113138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1113141.125000 Penalty: 4577.858887
	Iteration 24Q: 3 clusters Score -1113141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1113141.125000 Penalty: 4577.858887
	Iteration 25F: 3 clusters Score -1113141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (246984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246984 members 
Entering Unmasked Estep 
Score: -28816500.000000 Penalty: 3079.435547
	Iteration 0F: 2 clusters Score -2.88165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 123353 members 
Entering Unmasked Estep 
Score: -28670662.000000 Penalty: 6158.871094
	Iteration 0F: 3 clusters Score -2.867066e+07 nChanged 119139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124820 members 
Mstep: Class 2 contains 122164 members 
Entering Unmasked Estep 
Score: -28741224.000000 Penalty: 6158.871094
	Iteration 1F: 3 clusters Score -2.874122e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125869 members 
Mstep: Class 2 contains 121115 members 
Entering Unmasked Estep 
Score: -28742322.000000 Penalty: 6158.871094
	Iteration 2Q: 3 clusters Score -2.874232e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127521 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -28743800.000000 Penalty: 6158.871094
	Iteration 3Q: 3 clusters Score -2.87438e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129991 members 
Mstep: Class 2 contains 116993 members 
Entering Unmasked Estep 
Score: -28745742.000000 Penalty: 6158.871094
	Iteration 4Q: 3 clusters Score -2.874574e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133598 members 
Mstep: Class 2 contains 113386 members 
Entering Unmasked Estep 
Score: -28747884.000000 Penalty: 6158.871094
	Iteration 5Q: 3 clusters Score -2.874788e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 107895 members 
Entering Unmasked Estep 
Score: -28750986.000000 Penalty: 6158.871094
	Iteration 6Q: 3 clusters Score -2.875099e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -28755926.000000 Penalty: 6158.871094
	Iteration 7Q: 3 clusters Score -2.875593e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -28762882.000000 Penalty: 6158.871094
	Iteration 8F: 3 clusters Score -2.876288e+07 nChanged 14878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171596 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -28771732.000000 Penalty: 6158.871094
	Iteration 9F: 3 clusters Score -2.877173e+07 nChanged 15593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186241 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -28780330.000000 Penalty: 6158.871094
	Iteration 10F: 3 clusters Score -2.878033e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199229 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -28787358.000000 Penalty: 6158.871094
	Iteration 11F: 3 clusters Score -2.878736e+07 nChanged 11093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209406 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -28792586.000000 Penalty: 6158.871094
	Iteration 12Q: 3 clusters Score -2.879259e+07 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217016 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -28796526.000000 Penalty: 6158.871094
	Iteration 13Q: 3 clusters Score -2.879653e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222925 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -28799548.000000 Penalty: 6158.871094
	Iteration 14Q: 3 clusters Score -2.879955e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227447 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -28801680.000000 Penalty: 6158.871094
	Iteration 15Q: 3 clusters Score -2.880168e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231018 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -28803506.000000 Penalty: 6158.871094
	Iteration 16Q: 3 clusters Score -2.880351e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234031 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -28804944.000000 Penalty: 6158.871094
	Iteration 17Q: 3 clusters Score -2.880494e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236478 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -28806332.000000 Penalty: 6158.871094
	Iteration 18Q: 3 clusters Score -2.880633e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238511 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -28807548.000000 Penalty: 6158.871094
	Iteration 19Q: 3 clusters Score -2.880755e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240197 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -28808656.000000 Penalty: 6158.871094
	Iteration 20F: 3 clusters Score -2.880866e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241579 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -28809798.000000 Penalty: 6158.871094
	Iteration 21Q: 3 clusters Score -2.88098e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242671 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -28810536.000000 Penalty: 6158.871094
	Iteration 22Q: 3 clusters Score -2.881054e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243517 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -28811232.000000 Penalty: 6158.871094
	Iteration 23Q: 3 clusters Score -2.881123e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244120 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -28811800.000000 Penalty: 6158.871094
	Iteration 24Q: 3 clusters Score -2.88118e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244608 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -28812232.000000 Penalty: 6158.871094
	Iteration 25Q: 3 clusters Score -2.881223e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244965 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -28812522.000000 Penalty: 6158.871094
	Iteration 26Q: 3 clusters Score -2.881252e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245209 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -28812666.000000 Penalty: 6158.871094
	Iteration 27Q: 3 clusters Score -2.881267e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245387 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -28812882.000000 Penalty: 6158.871094
	Iteration 28Q: 3 clusters Score -2.881288e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245544 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -28812986.000000 Penalty: 6158.871094
	Iteration 29Q: 3 clusters Score -2.881299e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245664 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -28813100.000000 Penalty: 6158.871094
	Iteration 30Q: 3 clusters Score -2.88131e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245763 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -28813180.000000 Penalty: 6158.871094
	Iteration 31Q: 3 clusters Score -2.881318e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245814 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -28813252.000000 Penalty: 6158.871094
	Iteration 32Q: 3 clusters Score -2.881325e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245868 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -28813266.000000 Penalty: 6158.871094
	Iteration 33Q: 3 clusters Score -2.881327e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245916 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -28813288.000000 Penalty: 6158.871094
	Iteration 34Q: 3 clusters Score -2.881329e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245963 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -28813396.000000 Penalty: 6158.871094
	Iteration 35Q: 3 clusters Score -2.88134e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245999 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -28813460.000000 Penalty: 6158.871094
	Iteration 36Q: 3 clusters Score -2.881346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246016 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -28813512.000000 Penalty: 6158.871094
	Iteration 37Q: 3 clusters Score -2.881351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246032 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -28813554.000000 Penalty: 6158.871094
	Iteration 38Q: 3 clusters Score -2.881355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246052 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -28813532.000000 Penalty: 6158.871094
	Iteration 39Q: 3 clusters Score -2.881353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246060 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -28813540.000000 Penalty: 6158.871094
	Iteration 40F: 3 clusters Score -2.881354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246069 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -28813558.000000 Penalty: 6158.871094
	Iteration 41Q: 3 clusters Score -2.881356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246085 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -28813562.000000 Penalty: 6158.871094
	Iteration 42Q: 3 clusters Score -2.881356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246095 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -28813586.000000 Penalty: 6158.871094
	Iteration 43Q: 3 clusters Score -2.881359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246097 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -28813606.000000 Penalty: 6158.871094
	Iteration 44Q: 3 clusters Score -2.881361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246103 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -28813610.000000 Penalty: 6158.871094
	Iteration 45Q: 3 clusters Score -2.881361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246106 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -28813620.000000 Penalty: 6158.871094
	Iteration 46Q: 3 clusters Score -2.881362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246110 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -28813602.000000 Penalty: 6158.871094
	Iteration 47Q: 3 clusters Score -2.88136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246115 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -28813606.000000 Penalty: 6158.871094
	Iteration 48Q: 3 clusters Score -2.881361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246125 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -28813636.000000 Penalty: 6158.871094
	Iteration 49Q: 3 clusters Score -2.881364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246131 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -28813632.000000 Penalty: 6158.871094
	Iteration 50Q: 3 clusters Score -2.881363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246136 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -28813656.000000 Penalty: 6158.871094
	Iteration 51Q: 3 clusters Score -2.881366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246145 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -28813640.000000 Penalty: 6158.871094
	Iteration 52Q: 3 clusters Score -2.881364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246152 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -28813652.000000 Penalty: 6158.871094
	Iteration 53Q: 3 clusters Score -2.881365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246156 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -28813678.000000 Penalty: 6158.871094
	Iteration 54Q: 3 clusters Score -2.881368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246162 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -28813674.000000 Penalty: 6158.871094
	Iteration 55Q: 3 clusters Score -2.881367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246166 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -28813670.000000 Penalty: 6158.871094
	Iteration 56Q: 3 clusters Score -2.881367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246170 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -28813688.000000 Penalty: 6158.871094
	Iteration 57Q: 3 clusters Score -2.881369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246173 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -28813688.000000 Penalty: 6158.871094
	Iteration 58Q: 3 clusters Score -2.881369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246176 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -28813702.000000 Penalty: 6158.871094
	Iteration 59Q: 3 clusters Score -2.88137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246178 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -28813714.000000 Penalty: 6158.871094
	Iteration 60F: 3 clusters Score -2.881371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246179 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -28813706.000000 Penalty: 6158.871094
	Iteration 61Q: 3 clusters Score -2.881371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246179 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -28813708.000000 Penalty: 6158.871094
	Iteration 62Q: 3 clusters Score -2.881371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246177 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -28813700.000000 Penalty: 6158.871094
	Iteration 63Q: 3 clusters Score -2.88137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246177 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -28813700.000000 Penalty: 6158.871094
	Iteration 64F: 3 clusters Score -2.88137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Entering Unmasked Estep 
Score: -1804340.375000 Penalty: 2388.314209
	Iteration 0F: 2 clusters Score -1804340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1793406.125000 Penalty: 4776.628418
	Iteration 0F: 3 clusters Score -1793406 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1796875.375000 Penalty: 4776.628418
	Iteration 1F: 3 clusters Score -1796875 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1797251.750000 Penalty: 4776.628418
	Iteration 2F: 3 clusters Score -1797252 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1797580.000000 Penalty: 4776.628418
	Iteration 3F: 3 clusters Score -1797580 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1797890.125000 Penalty: 4776.628418
	Iteration 4Q: 3 clusters Score -1797890 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1798251.375000 Penalty: 4776.628418
	Iteration 5Q: 3 clusters Score -1798251 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1798665.000000 Penalty: 4776.628418
	Iteration 6Q: 3 clusters Score -1798665 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1799197.625000 Penalty: 4776.628418
	Iteration 7F: 3 clusters Score -1799198 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1799810.625000 Penalty: 4776.628418
	Iteration 8F: 3 clusters Score -1799811 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1800468.375000 Penalty: 4776.628418
	Iteration 9F: 3 clusters Score -1800468 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1800997.750000 Penalty: 4776.628418
	Iteration 10F: 3 clusters Score -1800998 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1801379.125000 Penalty: 4776.628418
	Iteration 11Q: 3 clusters Score -1801379 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1801625.875000 Penalty: 4776.628418
	Iteration 12Q: 3 clusters Score -1801626 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1801787.375000 Penalty: 4776.628418
	Iteration 13Q: 3 clusters Score -1801787 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1801905.750000 Penalty: 4776.628418
	Iteration 14Q: 3 clusters Score -1801906 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1801993.250000 Penalty: 4776.628418
	Iteration 15Q: 3 clusters Score -1801993 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1802064.125000 Penalty: 4776.628418
	Iteration 16Q: 3 clusters Score -1802064 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1802127.375000 Penalty: 4776.628418
	Iteration 17Q: 3 clusters Score -1802127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1802180.250000 Penalty: 4776.628418
	Iteration 18Q: 3 clusters Score -1802180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1802223.625000 Penalty: 4776.628418
	Iteration 19Q: 3 clusters Score -1802224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1802251.500000 Penalty: 4776.628418
	Iteration 20F: 3 clusters Score -1802252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1802275.000000 Penalty: 4776.628418
	Iteration 21Q: 3 clusters Score -1802275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1802290.750000 Penalty: 4776.628418
	Iteration 22Q: 3 clusters Score -1802291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1802303.000000 Penalty: 4776.628418
	Iteration 23Q: 3 clusters Score -1802303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1802314.750000 Penalty: 4776.628418
	Iteration 24Q: 3 clusters Score -1802315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1802328.375000 Penalty: 4776.628418
	Iteration 25Q: 3 clusters Score -1802328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1802335.750000 Penalty: 4776.628418
	Iteration 26Q: 3 clusters Score -1802336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1802348.625000 Penalty: 4776.628418
	Iteration 27Q: 3 clusters Score -1802349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1802361.625000 Penalty: 4776.628418
	Iteration 28Q: 3 clusters Score -1802362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1802361.375000 Penalty: 4776.628418
	Iteration 29Q: 3 clusters Score -1802361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1802363.375000 Penalty: 4776.628418
	Iteration 30Q: 3 clusters Score -1802363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1802370.125000 Penalty: 4776.628418
	Iteration 31Q: 3 clusters Score -1802370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1802369.250000 Penalty: 4776.628418
	Iteration 32Q: 3 clusters Score -1802369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1802372.125000 Penalty: 4776.628418
	Iteration 33Q: 3 clusters Score -1802372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1802370.250000 Penalty: 4776.628418
	Iteration 34Q: 3 clusters Score -1802370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1802371.125000 Penalty: 4776.628418
	Iteration 35Q: 3 clusters Score -1802371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1802380.375000 Penalty: 4776.628418
	Iteration 36Q: 3 clusters Score -1802380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1802385.625000 Penalty: 4776.628418
	Iteration 37Q: 3 clusters Score -1802386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1802392.250000 Penalty: 4776.628418
	Iteration 38Q: 3 clusters Score -1802392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1802399.875000 Penalty: 4776.628418
	Iteration 39Q: 3 clusters Score -1802400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1802407.375000 Penalty: 4776.628418
	Iteration 40F: 3 clusters Score -1802407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1802415.625000 Penalty: 4776.628418
	Iteration 41Q: 3 clusters Score -1802416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1802426.375000 Penalty: 4776.628418
	Iteration 42Q: 3 clusters Score -1802426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1802433.125000 Penalty: 4776.628418
	Iteration 43Q: 3 clusters Score -1802433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1802440.500000 Penalty: 4776.628418
	Iteration 44Q: 3 clusters Score -1802440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1802450.625000 Penalty: 4776.628418
	Iteration 45Q: 3 clusters Score -1802451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1802456.250000 Penalty: 4776.628418
	Iteration 46Q: 3 clusters Score -1802456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1802458.750000 Penalty: 4776.628418
	Iteration 47Q: 3 clusters Score -1802459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1802459.125000 Penalty: 4776.628418
	Iteration 48Q: 3 clusters Score -1802459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1802460.750000 Penalty: 4776.628418
	Iteration 49Q: 3 clusters Score -1802461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1802466.000000 Penalty: 4776.628418
	Iteration 50Q: 3 clusters Score -1802466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1802470.500000 Penalty: 4776.628418
	Iteration 51Q: 3 clusters Score -1802470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1802468.500000 Penalty: 4776.628418
	Iteration 52Q: 3 clusters Score -1802468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1802471.625000 Penalty: 4776.628418
	Iteration 53Q: 3 clusters Score -1802472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1802470.750000 Penalty: 4776.628418
	Iteration 54Q: 3 clusters Score -1802471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1802470.750000 Penalty: 4776.628418
	Iteration 55F: 3 clusters Score -1802471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Entering Unmasked Estep 
Score: -7107939.500000 Penalty: 2734.079346
	Iteration 0F: 2 clusters Score -7107940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -7066953.500000 Penalty: 5468.158691
	Iteration 0F: 3 clusters Score -7066954 nChanged 28548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -7082667.500000 Penalty: 5468.158691
	Iteration 1F: 3 clusters Score -7082668 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -7083363.500000 Penalty: 5468.158691
	Iteration 2Q: 3 clusters Score -7083364 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -7084360.000000 Penalty: 5468.158691
	Iteration 3Q: 3 clusters Score -7084360 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -7085748.000000 Penalty: 5468.158691
	Iteration 4Q: 3 clusters Score -7085748 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -7087839.000000 Penalty: 5468.158691
	Iteration 5F: 3 clusters Score -7087839 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -7090290.500000 Penalty: 5468.158691
	Iteration 6F: 3 clusters Score -7090290 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -7092885.500000 Penalty: 5468.158691
	Iteration 7F: 3 clusters Score -7092886 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7095124.000000 Penalty: 5468.158691
	Iteration 8F: 3 clusters Score -7095124 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -7096864.000000 Penalty: 5468.158691
	Iteration 9F: 3 clusters Score -7096864 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -7098001.500000 Penalty: 5468.158691
	Iteration 10Q: 3 clusters Score -7098002 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -7098932.000000 Penalty: 5468.158691
	Iteration 11Q: 3 clusters Score -7098932 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -7099686.000000 Penalty: 5468.158691
	Iteration 12Q: 3 clusters Score -7099686 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -7100360.500000 Penalty: 5468.158691
	Iteration 13Q: 3 clusters Score -7100360 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -7101044.500000 Penalty: 5468.158691
	Iteration 14Q: 3 clusters Score -7101044 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -7101683.500000 Penalty: 5468.158691
	Iteration 15Q: 3 clusters Score -7101684 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -7102412.500000 Penalty: 5468.158691
	Iteration 16Q: 3 clusters Score -7102412 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -7103108.500000 Penalty: 5468.158691
	Iteration 17Q: 3 clusters Score -7103108 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -7103712.000000 Penalty: 5468.158691
	Iteration 18Q: 3 clusters Score -7103712 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -7104187.500000 Penalty: 5468.158691
	Iteration 19Q: 3 clusters Score -7104188 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7104554.500000 Penalty: 5468.158691
	Iteration 20F: 3 clusters Score -7104554 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7104825.000000 Penalty: 5468.158691
	Iteration 21Q: 3 clusters Score -7104825 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -7105075.000000 Penalty: 5468.158691
	Iteration 22Q: 3 clusters Score -7105075 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7105250.000000 Penalty: 5468.158691
	Iteration 23Q: 3 clusters Score -7105250 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7105354.000000 Penalty: 5468.158691
	Iteration 24Q: 3 clusters Score -7105354 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7105423.500000 Penalty: 5468.158691
	Iteration 25Q: 3 clusters Score -7105424 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7105497.500000 Penalty: 5468.158691
	Iteration 26Q: 3 clusters Score -7105498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7105583.000000 Penalty: 5468.158691
	Iteration 27Q: 3 clusters Score -7105583 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7105641.000000 Penalty: 5468.158691
	Iteration 28Q: 3 clusters Score -7105641 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7105694.500000 Penalty: 5468.158691
	Iteration 29Q: 3 clusters Score -7105694 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7105742.000000 Penalty: 5468.158691
	Iteration 30Q: 3 clusters Score -7105742 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7105774.000000 Penalty: 5468.158691
	Iteration 31Q: 3 clusters Score -7105774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7105821.000000 Penalty: 5468.158691
	Iteration 32Q: 3 clusters Score -7105821 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7105861.500000 Penalty: 5468.158691
	Iteration 33Q: 3 clusters Score -7105862 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7105859.000000 Penalty: 5468.158691
	Iteration 34Q: 3 clusters Score -7105859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7105895.500000 Penalty: 5468.158691
	Iteration 35Q: 3 clusters Score -7105896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7105929.500000 Penalty: 5468.158691
	Iteration 36Q: 3 clusters Score -7105930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7105950.500000 Penalty: 5468.158691
	Iteration 37Q: 3 clusters Score -7105950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7105964.000000 Penalty: 5468.158691
	Iteration 38Q: 3 clusters Score -7105964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7105983.500000 Penalty: 5468.158691
	Iteration 39Q: 3 clusters Score -7105984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7105993.000000 Penalty: 5468.158691
	Iteration 40F: 3 clusters Score -7105993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7106007.000000 Penalty: 5468.158691
	Iteration 41Q: 3 clusters Score -7106007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7106008.000000 Penalty: 5468.158691
	Iteration 42Q: 3 clusters Score -7106008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7106017.000000 Penalty: 5468.158691
	Iteration 43Q: 3 clusters Score -7106017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7106019.000000 Penalty: 5468.158691
	Iteration 44Q: 3 clusters Score -7106019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7106034.000000 Penalty: 5468.158691
	Iteration 45Q: 3 clusters Score -7106034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7106036.500000 Penalty: 5468.158691
	Iteration 46Q: 3 clusters Score -7106036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7106041.500000 Penalty: 5468.158691
	Iteration 47Q: 3 clusters Score -7106042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7106040.500000 Penalty: 5468.158691
	Iteration 48Q: 3 clusters Score -7106040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7106037.500000 Penalty: 5468.158691
	Iteration 49Q: 3 clusters Score -7106038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7106045.500000 Penalty: 5468.158691
	Iteration 50Q: 3 clusters Score -7106046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7106045.500000 Penalty: 5468.158691
	Iteration 51Q: 3 clusters Score -7106046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7106042.000000 Penalty: 5468.158691
	Iteration 52Q: 3 clusters Score -7106042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7106044.000000 Penalty: 5468.158691
	Iteration 53Q: 3 clusters Score -7106044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7106044.000000 Penalty: 5468.158691
	Iteration 54F: 3 clusters Score -7106044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Entering Unmasked Estep 
Score: -4507523.500000 Penalty: 2640.425293
	Iteration 0F: 2 clusters Score -4507524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4479110.500000 Penalty: 5280.850586
	Iteration 0F: 3 clusters Score -4479110 nChanged 19302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4490724.000000 Penalty: 5280.850586
	Iteration 1F: 3 clusters Score -4490724 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4491851.500000 Penalty: 5280.850586
	Iteration 2F: 3 clusters Score -4491852 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -4492939.500000 Penalty: 5280.850586
	Iteration 3F: 3 clusters Score -4492940 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -4493790.500000 Penalty: 5280.850586
	Iteration 4Q: 3 clusters Score -4493790 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4494537.500000 Penalty: 5280.850586
	Iteration 5Q: 3 clusters Score -4494538 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4495221.500000 Penalty: 5280.850586
	Iteration 6Q: 3 clusters Score -4495222 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4495846.000000 Penalty: 5280.850586
	Iteration 7Q: 3 clusters Score -4495846 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4496487.000000 Penalty: 5280.850586
	Iteration 8Q: 3 clusters Score -4496487 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4497201.500000 Penalty: 5280.850586
	Iteration 9Q: 3 clusters Score -4497202 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4498073.500000 Penalty: 5280.850586
	Iteration 10Q: 3 clusters Score -4498074 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -4499094.500000 Penalty: 5280.850586
	Iteration 11Q: 3 clusters Score -4499094 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4500349.000000 Penalty: 5280.850586
	Iteration 12Q: 3 clusters Score -4500349 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -4501655.000000 Penalty: 5280.850586
	Iteration 13Q: 3 clusters Score -4501655 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -4502866.000000 Penalty: 5280.850586
	Iteration 14Q: 3 clusters Score -4502866 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4503811.000000 Penalty: 5280.850586
	Iteration 15Q: 3 clusters Score -4503811 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -4504497.000000 Penalty: 5280.850586
	Iteration 16Q: 3 clusters Score -4504497 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4504936.000000 Penalty: 5280.850586
	Iteration 17Q: 3 clusters Score -4504936 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4505284.000000 Penalty: 5280.850586
	Iteration 18Q: 3 clusters Score -4505284 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4505562.500000 Penalty: 5280.850586
	Iteration 19Q: 3 clusters Score -4505562 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4505731.000000 Penalty: 5280.850586
	Iteration 20F: 3 clusters Score -4505731 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4505871.500000 Penalty: 5280.850586
	Iteration 21Q: 3 clusters Score -4505872 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4505939.000000 Penalty: 5280.850586
	Iteration 22Q: 3 clusters Score -4505939 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4506040.500000 Penalty: 5280.850586
	Iteration 23Q: 3 clusters Score -4506040 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4506123.000000 Penalty: 5280.850586
	Iteration 24Q: 3 clusters Score -4506123 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4506223.500000 Penalty: 5280.850586
	Iteration 25Q: 3 clusters Score -4506224 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4506309.500000 Penalty: 5280.850586
	Iteration 26Q: 3 clusters Score -4506310 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4506369.500000 Penalty: 5280.850586
	Iteration 27Q: 3 clusters Score -4506370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4506426.000000 Penalty: 5280.850586
	Iteration 28Q: 3 clusters Score -4506426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4506455.000000 Penalty: 5280.850586
	Iteration 29Q: 3 clusters Score -4506455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4506465.000000 Penalty: 5280.850586
	Iteration 30Q: 3 clusters Score -4506465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4506475.500000 Penalty: 5280.850586
	Iteration 31Q: 3 clusters Score -4506476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4506474.500000 Penalty: 5280.850586
	Iteration 32Q: 3 clusters Score -4506474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4506477.500000 Penalty: 5280.850586
	Iteration 33Q: 3 clusters Score -4506478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4506486.000000 Penalty: 5280.850586
	Iteration 34Q: 3 clusters Score -4506486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4506486.500000 Penalty: 5280.850586
	Iteration 35Q: 3 clusters Score -4506486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4506492.500000 Penalty: 5280.850586
	Iteration 36Q: 3 clusters Score -4506492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4506492.500000 Penalty: 5280.850586
	Iteration 37Q: 3 clusters Score -4506492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4506496.500000 Penalty: 5280.850586
	Iteration 38Q: 3 clusters Score -4506496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4506497.000000 Penalty: 5280.850586
	Iteration 39Q: 3 clusters Score -4506497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4506500.000000 Penalty: 5280.850586
	Iteration 40F: 3 clusters Score -4506500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4506498.000000 Penalty: 5280.850586
	Iteration 41Q: 3 clusters Score -4506498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4506498.000000 Penalty: 5280.850586
	Iteration 42F: 3 clusters Score -4506498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Entering Unmasked Estep 
Score: -2845291.250000 Penalty: 2501.992676
	Iteration 0F: 2 clusters Score -2845291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2828545.750000 Penalty: 5003.985352
	Iteration 0F: 3 clusters Score -2828546 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2834595.000000 Penalty: 5003.985352
	Iteration 1F: 3 clusters Score -2834595 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2835395.000000 Penalty: 5003.985352
	Iteration 2F: 3 clusters Score -2835395 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2836260.000000 Penalty: 5003.985352
	Iteration 3F: 3 clusters Score -2836260 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2837170.250000 Penalty: 5003.985352
	Iteration 4F: 3 clusters Score -2837170 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2838129.750000 Penalty: 5003.985352
	Iteration 5F: 3 clusters Score -2838130 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -2839165.000000 Penalty: 5003.985352
	Iteration 6F: 3 clusters Score -2839165 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2840153.500000 Penalty: 5003.985352
	Iteration 7F: 3 clusters Score -2840154 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2840921.750000 Penalty: 5003.985352
	Iteration 8Q: 3 clusters Score -2840922 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2841466.250000 Penalty: 5003.985352
	Iteration 9Q: 3 clusters Score -2841466 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2841903.250000 Penalty: 5003.985352
	Iteration 10Q: 3 clusters Score -2841903 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2842273.250000 Penalty: 5003.985352
	Iteration 11Q: 3 clusters Score -2842273 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2842663.750000 Penalty: 5003.985352
	Iteration 12Q: 3 clusters Score -2842664 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2843082.500000 Penalty: 5003.985352
	Iteration 13Q: 3 clusters Score -2843082 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2843359.250000 Penalty: 5003.985352
	Iteration 14Q: 3 clusters Score -2843359 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2843470.000000 Penalty: 5003.985352
	Iteration 15Q: 3 clusters Score -2843470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2843527.500000 Penalty: 5003.985352
	Iteration 16Q: 3 clusters Score -2843528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2843560.000000 Penalty: 5003.985352
	Iteration 17Q: 3 clusters Score -2843560 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2843586.500000 Penalty: 5003.985352
	Iteration 18Q: 3 clusters Score -2843586 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2843604.000000 Penalty: 5003.985352
	Iteration 19Q: 3 clusters Score -2843604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2843619.000000 Penalty: 5003.985352
	Iteration 20F: 3 clusters Score -2843619 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2843643.000000 Penalty: 5003.985352
	Iteration 21Q: 3 clusters Score -2843643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2843646.500000 Penalty: 5003.985352
	Iteration 22Q: 3 clusters Score -2843646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2843668.750000 Penalty: 5003.985352
	Iteration 23Q: 3 clusters Score -2843669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2843687.000000 Penalty: 5003.985352
	Iteration 24Q: 3 clusters Score -2843687 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2843706.250000 Penalty: 5003.985352
	Iteration 25Q: 3 clusters Score -2843706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2843718.750000 Penalty: 5003.985352
	Iteration 26Q: 3 clusters Score -2843719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2843743.750000 Penalty: 5003.985352
	Iteration 27Q: 3 clusters Score -2843744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2843746.000000 Penalty: 5003.985352
	Iteration 28Q: 3 clusters Score -2843746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2843755.250000 Penalty: 5003.985352
	Iteration 29Q: 3 clusters Score -2843755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2843767.250000 Penalty: 5003.985352
	Iteration 30Q: 3 clusters Score -2843767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2843785.000000 Penalty: 5003.985352
	Iteration 31Q: 3 clusters Score -2843785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2843789.750000 Penalty: 5003.985352
	Iteration 32Q: 3 clusters Score -2843790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2843800.500000 Penalty: 5003.985352
	Iteration 33Q: 3 clusters Score -2843800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2843814.250000 Penalty: 5003.985352
	Iteration 34Q: 3 clusters Score -2843814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2843825.250000 Penalty: 5003.985352
	Iteration 35Q: 3 clusters Score -2843825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2843838.000000 Penalty: 5003.985352
	Iteration 36Q: 3 clusters Score -2843838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2843839.500000 Penalty: 5003.985352
	Iteration 37Q: 3 clusters Score -2843840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2843841.250000 Penalty: 5003.985352
	Iteration 38Q: 3 clusters Score -2843841 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2843849.250000 Penalty: 5003.985352
	Iteration 39Q: 3 clusters Score -2843849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2843849.500000 Penalty: 5003.985352
	Iteration 40F: 3 clusters Score -2843850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2843844.500000 Penalty: 5003.985352
	Iteration 41Q: 3 clusters Score -2843844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2843853.750000 Penalty: 5003.985352
	Iteration 42Q: 3 clusters Score -2843854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2843861.750000 Penalty: 5003.985352
	Iteration 43Q: 3 clusters Score -2843862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2843861.500000 Penalty: 5003.985352
	Iteration 44Q: 3 clusters Score -2843862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2843858.250000 Penalty: 5003.985352
	Iteration 45Q: 3 clusters Score -2843858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2843864.000000 Penalty: 5003.985352
	Iteration 46Q: 3 clusters Score -2843864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2843860.500000 Penalty: 5003.985352
	Iteration 47Q: 3 clusters Score -2843860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2843862.000000 Penalty: 5003.985352
	Iteration 48Q: 3 clusters Score -2843862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2843862.250000 Penalty: 5003.985352
	Iteration 49Q: 3 clusters Score -2843862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2843862.500000 Penalty: 5003.985352
	Iteration 50Q: 3 clusters Score -2843862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2843864.250000 Penalty: 5003.985352
	Iteration 51Q: 3 clusters Score -2843864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2843865.500000 Penalty: 5003.985352
	Iteration 52Q: 3 clusters Score -2843866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2843864.750000 Penalty: 5003.985352
	Iteration 53Q: 3 clusters Score -2843865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2843865.250000 Penalty: 5003.985352
	Iteration 54Q: 3 clusters Score -2843865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2843865.500000 Penalty: 5003.985352
	Iteration 55Q: 3 clusters Score -2843866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2843864.000000 Penalty: 5003.985352
	Iteration 56Q: 3 clusters Score -2843864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2843863.250000 Penalty: 5003.985352
	Iteration 57Q: 3 clusters Score -2843863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2843863.250000 Penalty: 5003.985352
	Iteration 58F: 3 clusters Score -2843863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Entering Unmasked Estep 
Score: -4859561.000000 Penalty: 2639.752197
	Iteration 0F: 2 clusters Score -4859561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4831065.500000 Penalty: 5279.504395
	Iteration 0F: 3 clusters Score -4831066 nChanged 19303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4841799.000000 Penalty: 5279.504395
	Iteration 1F: 3 clusters Score -4841799 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4842378.500000 Penalty: 5279.504395
	Iteration 2Q: 3 clusters Score -4842378 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4842989.000000 Penalty: 5279.504395
	Iteration 3Q: 3 clusters Score -4842989 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4843677.000000 Penalty: 5279.504395
	Iteration 4Q: 3 clusters Score -4843677 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -4844475.000000 Penalty: 5279.504395
	Iteration 5Q: 3 clusters Score -4844475 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -4845569.000000 Penalty: 5279.504395
	Iteration 6Q: 3 clusters Score -4845569 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4847033.000000 Penalty: 5279.504395
	Iteration 7F: 3 clusters Score -4847033 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4848961.500000 Penalty: 5279.504395
	Iteration 8F: 3 clusters Score -4848962 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4851320.000000 Penalty: 5279.504395
	Iteration 9F: 3 clusters Score -4851320 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4853565.500000 Penalty: 5279.504395
	Iteration 10F: 3 clusters Score -4853566 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -4855305.500000 Penalty: 5279.504395
	Iteration 11Q: 3 clusters Score -4855306 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -4856320.500000 Penalty: 5279.504395
	Iteration 12Q: 3 clusters Score -4856320 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -4856829.000000 Penalty: 5279.504395
	Iteration 13Q: 3 clusters Score -4856829 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4857054.500000 Penalty: 5279.504395
	Iteration 14Q: 3 clusters Score -4857054 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4857153.000000 Penalty: 5279.504395
	Iteration 15Q: 3 clusters Score -4857153 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -4857215.000000 Penalty: 5279.504395
	Iteration 16Q: 3 clusters Score -4857215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -4857248.500000 Penalty: 5279.504395
	Iteration 17Q: 3 clusters Score -4857248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4857283.000000 Penalty: 5279.504395
	Iteration 18Q: 3 clusters Score -4857283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -4857295.500000 Penalty: 5279.504395
	Iteration 19Q: 3 clusters Score -4857296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4857310.000000 Penalty: 5279.504395
	Iteration 20F: 3 clusters Score -4857310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -4857323.500000 Penalty: 5279.504395
	Iteration 21Q: 3 clusters Score -4857324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -4857335.500000 Penalty: 5279.504395
	Iteration 22Q: 3 clusters Score -4857336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -4857346.500000 Penalty: 5279.504395
	Iteration 23Q: 3 clusters Score -4857346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4857346.000000 Penalty: 5279.504395
	Iteration 24Q: 3 clusters Score -4857346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -4857350.000000 Penalty: 5279.504395
	Iteration 25Q: 3 clusters Score -4857350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -4857346.000000 Penalty: 5279.504395
	Iteration 26Q: 3 clusters Score -4857346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -4857350.500000 Penalty: 5279.504395
	Iteration 27Q: 3 clusters Score -4857350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -4857355.000000 Penalty: 5279.504395
	Iteration 28Q: 3 clusters Score -4857355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -4857358.500000 Penalty: 5279.504395
	Iteration 29Q: 3 clusters Score -4857358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -4857362.500000 Penalty: 5279.504395
	Iteration 30Q: 3 clusters Score -4857362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -4857367.000000 Penalty: 5279.504395
	Iteration 31Q: 3 clusters Score -4857367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -4857367.000000 Penalty: 5279.504395
	Iteration 32Q: 3 clusters Score -4857367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -4857367.000000 Penalty: 5279.504395
	Iteration 33F: 3 clusters Score -4857367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (23591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Entering Unmasked Estep 
Score: -2730707.500000 Penalty: 2497.017822
	Iteration 0F: 2 clusters Score -2730708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2714203.250000 Penalty: 4994.035645
	Iteration 0F: 3 clusters Score -2714203 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2719874.000000 Penalty: 4994.035645
	Iteration 1F: 3 clusters Score -2719874 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2720280.750000 Penalty: 4994.035645
	Iteration 2Q: 3 clusters Score -2720281 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2720645.250000 Penalty: 4994.035645
	Iteration 3Q: 3 clusters Score -2720645 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2721022.500000 Penalty: 4994.035645
	Iteration 4Q: 3 clusters Score -2721022 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2721398.000000 Penalty: 4994.035645
	Iteration 5Q: 3 clusters Score -2721398 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2721734.000000 Penalty: 4994.035645
	Iteration 6Q: 3 clusters Score -2721734 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2722121.000000 Penalty: 4994.035645
	Iteration 7Q: 3 clusters Score -2722121 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2722589.500000 Penalty: 4994.035645
	Iteration 8Q: 3 clusters Score -2722590 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2723224.000000 Penalty: 4994.035645
	Iteration 9Q: 3 clusters Score -2723224 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2723945.500000 Penalty: 4994.035645
	Iteration 10F: 3 clusters Score -2723946 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2724636.250000 Penalty: 4994.035645
	Iteration 11Q: 3 clusters Score -2724636 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2725180.250000 Penalty: 4994.035645
	Iteration 12Q: 3 clusters Score -2725180 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2725546.000000 Penalty: 4994.035645
	Iteration 13Q: 3 clusters Score -2725546 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2725750.250000 Penalty: 4994.035645
	Iteration 14Q: 3 clusters Score -2725750 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2725878.250000 Penalty: 4994.035645
	Iteration 15Q: 3 clusters Score -2725878 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2725961.500000 Penalty: 4994.035645
	Iteration 16Q: 3 clusters Score -2725962 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2726026.500000 Penalty: 4994.035645
	Iteration 17Q: 3 clusters Score -2726026 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2726104.750000 Penalty: 4994.035645
	Iteration 18Q: 3 clusters Score -2726105 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2726183.250000 Penalty: 4994.035645
	Iteration 19Q: 3 clusters Score -2726183 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2726278.250000 Penalty: 4994.035645
	Iteration 20F: 3 clusters Score -2726278 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2726350.750000 Penalty: 4994.035645
	Iteration 21Q: 3 clusters Score -2726351 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2726441.750000 Penalty: 4994.035645
	Iteration 22Q: 3 clusters Score -2726442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2726543.500000 Penalty: 4994.035645
	Iteration 23Q: 3 clusters Score -2726544 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -2726647.750000 Penalty: 4994.035645
	Iteration 24Q: 3 clusters Score -2726648 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2726751.750000 Penalty: 4994.035645
	Iteration 25Q: 3 clusters Score -2726752 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2726858.500000 Penalty: 4994.035645
	Iteration 26Q: 3 clusters Score -2726858 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2726978.500000 Penalty: 4994.035645
	Iteration 27Q: 3 clusters Score -2726978 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2727081.500000 Penalty: 4994.035645
	Iteration 28Q: 3 clusters Score -2727082 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2727185.750000 Penalty: 4994.035645
	Iteration 29Q: 3 clusters Score -2727186 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2727303.250000 Penalty: 4994.035645
	Iteration 30Q: 3 clusters Score -2727303 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2727393.250000 Penalty: 4994.035645
	Iteration 31Q: 3 clusters Score -2727393 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2727498.750000 Penalty: 4994.035645
	Iteration 32Q: 3 clusters Score -2727499 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2727597.500000 Penalty: 4994.035645
	Iteration 33Q: 3 clusters Score -2727598 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2727682.750000 Penalty: 4994.035645
	Iteration 34Q: 3 clusters Score -2727683 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2727784.250000 Penalty: 4994.035645
	Iteration 35Q: 3 clusters Score -2727784 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2727888.500000 Penalty: 4994.035645
	Iteration 36Q: 3 clusters Score -2727888 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2727965.000000 Penalty: 4994.035645
	Iteration 37Q: 3 clusters Score -2727965 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2728029.000000 Penalty: 4994.035645
	Iteration 38Q: 3 clusters Score -2728029 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2728084.500000 Penalty: 4994.035645
	Iteration 39Q: 3 clusters Score -2728084 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2728127.750000 Penalty: 4994.035645
	Iteration 40F: 3 clusters Score -2728128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2728150.000000 Penalty: 4994.035645
	Iteration 41Q: 3 clusters Score -2728150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2728189.750000 Penalty: 4994.035645
	Iteration 42Q: 3 clusters Score -2728190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2728213.750000 Penalty: 4994.035645
	Iteration 43Q: 3 clusters Score -2728214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2728229.250000 Penalty: 4994.035645
	Iteration 44Q: 3 clusters Score -2728229 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2728255.500000 Penalty: 4994.035645
	Iteration 45Q: 3 clusters Score -2728256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2728279.500000 Penalty: 4994.035645
	Iteration 46Q: 3 clusters Score -2728280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2728296.250000 Penalty: 4994.035645
	Iteration 47Q: 3 clusters Score -2728296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2728317.000000 Penalty: 4994.035645
	Iteration 48Q: 3 clusters Score -2728317 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2728335.000000 Penalty: 4994.035645
	Iteration 49Q: 3 clusters Score -2728335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2728354.250000 Penalty: 4994.035645
	Iteration 50Q: 3 clusters Score -2728354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2728356.500000 Penalty: 4994.035645
	Iteration 51Q: 3 clusters Score -2728356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2728358.250000 Penalty: 4994.035645
	Iteration 52Q: 3 clusters Score -2728358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2728373.500000 Penalty: 4994.035645
	Iteration 53Q: 3 clusters Score -2728374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2728386.000000 Penalty: 4994.035645
	Iteration 54Q: 3 clusters Score -2728386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2728407.000000 Penalty: 4994.035645
	Iteration 55Q: 3 clusters Score -2728407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2728402.750000 Penalty: 4994.035645
	Iteration 56Q: 3 clusters Score -2728403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2728409.000000 Penalty: 4994.035645
	Iteration 57Q: 3 clusters Score -2728409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2728409.000000 Penalty: 4994.035645
	Iteration 58Q: 3 clusters Score -2728409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2728413.750000 Penalty: 4994.035645
	Iteration 59Q: 3 clusters Score -2728414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2728409.750000 Penalty: 4994.035645
	Iteration 60F: 3 clusters Score -2728410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2728421.250000 Penalty: 4994.035645
	Iteration 61Q: 3 clusters Score -2728421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2728414.750000 Penalty: 4994.035645
	Iteration 62Q: 3 clusters Score -2728415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2728416.000000 Penalty: 4994.035645
	Iteration 63Q: 3 clusters Score -2728416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2728413.750000 Penalty: 4994.035645
	Iteration 64Q: 3 clusters Score -2728414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2728414.750000 Penalty: 4994.035645
	Iteration 65Q: 3 clusters Score -2728415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2728418.000000 Penalty: 4994.035645
	Iteration 66Q: 3 clusters Score -2728418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2728414.500000 Penalty: 4994.035645
	Iteration 67Q: 3 clusters Score -2728414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2728419.500000 Penalty: 4994.035645
	Iteration 68Q: 3 clusters Score -2728420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2728416.750000 Penalty: 4994.035645
	Iteration 69Q: 3 clusters Score -2728417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2728416.750000 Penalty: 4994.035645
	Iteration 70F: 3 clusters Score -2728417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (180973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180973 members 
Entering Unmasked Estep 
Score: -21176688.000000 Penalty: 3002.313477
	Iteration 0F: 2 clusters Score -2.117669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -21058802.000000 Penalty: 6004.626953
	Iteration 0F: 3 clusters Score -2.10588e+07 nChanged 87141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -21109712.000000 Penalty: 6004.626953
	Iteration 1F: 3 clusters Score -2.110971e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -21111018.000000 Penalty: 6004.626953
	Iteration 2Q: 3 clusters Score -2.111102e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -21112846.000000 Penalty: 6004.626953
	Iteration 3Q: 3 clusters Score -2.111285e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -21115456.000000 Penalty: 6004.626953
	Iteration 4Q: 3 clusters Score -2.111546e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -21118798.000000 Penalty: 6004.626953
	Iteration 5Q: 3 clusters Score -2.11188e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -21123040.000000 Penalty: 6004.626953
	Iteration 6F: 3 clusters Score -2.112304e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115640 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -21128362.000000 Penalty: 6004.626953
	Iteration 7F: 3 clusters Score -2.112836e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125228 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -21135044.000000 Penalty: 6004.626953
	Iteration 8F: 3 clusters Score -2.113504e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135995 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -21142680.000000 Penalty: 6004.626953
	Iteration 9F: 3 clusters Score -2.114268e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -21150794.000000 Penalty: 6004.626953
	Iteration 10F: 3 clusters Score -2.115079e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -21158608.000000 Penalty: 6004.626953
	Iteration 11F: 3 clusters Score -2.115861e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -21164984.000000 Penalty: 6004.626953
	Iteration 12Q: 3 clusters Score -2.116498e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173132 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -21169270.000000 Penalty: 6004.626953
	Iteration 13Q: 3 clusters Score -2.116927e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177147 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -21171836.000000 Penalty: 6004.626953
	Iteration 14Q: 3 clusters Score -2.117184e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21173098.000000 Penalty: 6004.626953
	Iteration 15Q: 3 clusters Score -2.11731e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179958 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -21173810.000000 Penalty: 6004.626953
	Iteration 16Q: 3 clusters Score -2.117381e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -21174026.000000 Penalty: 6004.626953
	Iteration 17Q: 3 clusters Score -2.117403e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180405 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21174150.000000 Penalty: 6004.626953
	Iteration 18Q: 3 clusters Score -2.117415e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180458 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -21174202.000000 Penalty: 6004.626953
	Iteration 19Q: 3 clusters Score -2.11742e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180482 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -21174250.000000 Penalty: 6004.626953
	Iteration 20F: 3 clusters Score -2.117425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180504 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21174256.000000 Penalty: 6004.626953
	Iteration 21Q: 3 clusters Score -2.117426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180517 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -21174278.000000 Penalty: 6004.626953
	Iteration 22Q: 3 clusters Score -2.117428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21174288.000000 Penalty: 6004.626953
	Iteration 23Q: 3 clusters Score -2.117429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180539 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21174278.000000 Penalty: 6004.626953
	Iteration 24Q: 3 clusters Score -2.117428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180538 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21174288.000000 Penalty: 6004.626953
	Iteration 25Q: 3 clusters Score -2.117429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180538 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -21174302.000000 Penalty: 6004.626953
	Iteration 26Q: 3 clusters Score -2.11743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180540 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21174298.000000 Penalty: 6004.626953
	Iteration 27Q: 3 clusters Score -2.11743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180541 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21174302.000000 Penalty: 6004.626953
	Iteration 28Q: 3 clusters Score -2.11743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180541 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21174302.000000 Penalty: 6004.626953
	Iteration 29Q: 3 clusters Score -2.11743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -21174304.000000 Penalty: 6004.626953
	Iteration 30Q: 3 clusters Score -2.11743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -21174310.000000 Penalty: 6004.626953
	Iteration 31Q: 3 clusters Score -2.117431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180542 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -21174318.000000 Penalty: 6004.626953
	Iteration 32Q: 3 clusters Score -2.117432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180541 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21174314.000000 Penalty: 6004.626953
	Iteration 33Q: 3 clusters Score -2.117431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180541 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21174314.000000 Penalty: 6004.626953
	Iteration 34F: 3 clusters Score -2.117431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -1227992.500000 Penalty: 2310.403076
	Iteration 0F: 2 clusters Score -1227992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1219528.500000 Penalty: 4620.806152
	Iteration 0F: 3 clusters Score -1219528 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1222153.875000 Penalty: 4620.806152
	Iteration 1F: 3 clusters Score -1222154 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1222513.000000 Penalty: 4620.806152
	Iteration 2F: 3 clusters Score -1222513 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1222843.375000 Penalty: 4620.806152
	Iteration 3F: 3 clusters Score -1222843 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1223156.125000 Penalty: 4620.806152
	Iteration 4Q: 3 clusters Score -1223156 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1223434.875000 Penalty: 4620.806152
	Iteration 5Q: 3 clusters Score -1223435 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1223688.875000 Penalty: 4620.806152
	Iteration 6Q: 3 clusters Score -1223689 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1223940.875000 Penalty: 4620.806152
	Iteration 7Q: 3 clusters Score -1223941 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1224195.875000 Penalty: 4620.806152
	Iteration 8Q: 3 clusters Score -1224196 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1224432.250000 Penalty: 4620.806152
	Iteration 9Q: 3 clusters Score -1224432 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1224635.250000 Penalty: 4620.806152
	Iteration 10Q: 3 clusters Score -1224635 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1224813.625000 Penalty: 4620.806152
	Iteration 11Q: 3 clusters Score -1224814 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1224971.625000 Penalty: 4620.806152
	Iteration 12Q: 3 clusters Score -1224972 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1225106.250000 Penalty: 4620.806152
	Iteration 13Q: 3 clusters Score -1225106 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1225199.375000 Penalty: 4620.806152
	Iteration 14Q: 3 clusters Score -1225199 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1225245.000000 Penalty: 4620.806152
	Iteration 15Q: 3 clusters Score -1225245 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1225298.000000 Penalty: 4620.806152
	Iteration 16Q: 3 clusters Score -1225298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1225336.000000 Penalty: 4620.806152
	Iteration 17Q: 3 clusters Score -1225336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1225373.125000 Penalty: 4620.806152
	Iteration 18Q: 3 clusters Score -1225373 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1225400.375000 Penalty: 4620.806152
	Iteration 19Q: 3 clusters Score -1225400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1225421.125000 Penalty: 4620.806152
	Iteration 20F: 3 clusters Score -1225421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1225436.375000 Penalty: 4620.806152
	Iteration 21Q: 3 clusters Score -1225436 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1225447.625000 Penalty: 4620.806152
	Iteration 22Q: 3 clusters Score -1225448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1225460.625000 Penalty: 4620.806152
	Iteration 23Q: 3 clusters Score -1225461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1225467.125000 Penalty: 4620.806152
	Iteration 24Q: 3 clusters Score -1225467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1225478.625000 Penalty: 4620.806152
	Iteration 25Q: 3 clusters Score -1225479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1225483.250000 Penalty: 4620.806152
	Iteration 26Q: 3 clusters Score -1225483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1225491.625000 Penalty: 4620.806152
	Iteration 27Q: 3 clusters Score -1225492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1225498.375000 Penalty: 4620.806152
	Iteration 28Q: 3 clusters Score -1225498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1225499.125000 Penalty: 4620.806152
	Iteration 29Q: 3 clusters Score -1225499 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1225506.875000 Penalty: 4620.806152
	Iteration 30Q: 3 clusters Score -1225507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1225513.000000 Penalty: 4620.806152
	Iteration 31Q: 3 clusters Score -1225513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1225519.750000 Penalty: 4620.806152
	Iteration 32Q: 3 clusters Score -1225520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1225526.000000 Penalty: 4620.806152
	Iteration 33Q: 3 clusters Score -1225526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1225532.625000 Penalty: 4620.806152
	Iteration 34Q: 3 clusters Score -1225533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1225532.625000 Penalty: 4620.806152
	Iteration 35Q: 3 clusters Score -1225533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1225541.375000 Penalty: 4620.806152
	Iteration 36Q: 3 clusters Score -1225541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1225547.625000 Penalty: 4620.806152
	Iteration 37Q: 3 clusters Score -1225548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1225556.875000 Penalty: 4620.806152
	Iteration 38Q: 3 clusters Score -1225557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1225568.625000 Penalty: 4620.806152
	Iteration 39Q: 3 clusters Score -1225569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1225577.250000 Penalty: 4620.806152
	Iteration 40F: 3 clusters Score -1225577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1225587.875000 Penalty: 4620.806152
	Iteration 41Q: 3 clusters Score -1225588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1225597.875000 Penalty: 4620.806152
	Iteration 42Q: 3 clusters Score -1225598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1225611.375000 Penalty: 4620.806152
	Iteration 43Q: 3 clusters Score -1225611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1225621.125000 Penalty: 4620.806152
	Iteration 44Q: 3 clusters Score -1225621 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1225630.000000 Penalty: 4620.806152
	Iteration 45Q: 3 clusters Score -1225630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1225643.750000 Penalty: 4620.806152
	Iteration 46Q: 3 clusters Score -1225644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1225653.500000 Penalty: 4620.806152
	Iteration 47Q: 3 clusters Score -1225654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1225663.875000 Penalty: 4620.806152
	Iteration 48Q: 3 clusters Score -1225664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1225670.375000 Penalty: 4620.806152
	Iteration 49Q: 3 clusters Score -1225670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1225681.750000 Penalty: 4620.806152
	Iteration 50Q: 3 clusters Score -1225682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1225693.000000 Penalty: 4620.806152
	Iteration 51Q: 3 clusters Score -1225693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1225698.625000 Penalty: 4620.806152
	Iteration 52Q: 3 clusters Score -1225699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1225703.875000 Penalty: 4620.806152
	Iteration 53Q: 3 clusters Score -1225704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1225709.875000 Penalty: 4620.806152
	Iteration 54Q: 3 clusters Score -1225710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1225713.250000 Penalty: 4620.806152
	Iteration 55Q: 3 clusters Score -1225713 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1225715.875000 Penalty: 4620.806152
	Iteration 56Q: 3 clusters Score -1225716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1225723.000000 Penalty: 4620.806152
	Iteration 57Q: 3 clusters Score -1225723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1225729.375000 Penalty: 4620.806152
	Iteration 58Q: 3 clusters Score -1225729 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1225740.375000 Penalty: 4620.806152
	Iteration 59Q: 3 clusters Score -1225740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1225752.125000 Penalty: 4620.806152
	Iteration 60F: 3 clusters Score -1225752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1225758.125000 Penalty: 4620.806152
	Iteration 61Q: 3 clusters Score -1225758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1225760.875000 Penalty: 4620.806152
	Iteration 62Q: 3 clusters Score -1225761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1225766.875000 Penalty: 4620.806152
	Iteration 63Q: 3 clusters Score -1225767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1225775.250000 Penalty: 4620.806152
	Iteration 64Q: 3 clusters Score -1225775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1225782.750000 Penalty: 4620.806152
	Iteration 65Q: 3 clusters Score -1225783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1225790.250000 Penalty: 4620.806152
	Iteration 66Q: 3 clusters Score -1225790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1225803.625000 Penalty: 4620.806152
	Iteration 67Q: 3 clusters Score -1225804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1225810.000000 Penalty: 4620.806152
	Iteration 68Q: 3 clusters Score -1225810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1225821.250000 Penalty: 4620.806152
	Iteration 69Q: 3 clusters Score -1225821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1225830.250000 Penalty: 4620.806152
	Iteration 70Q: 3 clusters Score -1225830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1225834.125000 Penalty: 4620.806152
	Iteration 71Q: 3 clusters Score -1225834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1225844.750000 Penalty: 4620.806152
	Iteration 72Q: 3 clusters Score -1225845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1225856.375000 Penalty: 4620.806152
	Iteration 73Q: 3 clusters Score -1225856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1225871.375000 Penalty: 4620.806152
	Iteration 74Q: 3 clusters Score -1225871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1225882.000000 Penalty: 4620.806152
	Iteration 75Q: 3 clusters Score -1225882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1225894.375000 Penalty: 4620.806152
	Iteration 76Q: 3 clusters Score -1225894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1225909.375000 Penalty: 4620.806152
	Iteration 77Q: 3 clusters Score -1225909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1225918.250000 Penalty: 4620.806152
	Iteration 78Q: 3 clusters Score -1225918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1225926.625000 Penalty: 4620.806152
	Iteration 79Q: 3 clusters Score -1225927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1225934.250000 Penalty: 4620.806152
	Iteration 80F: 3 clusters Score -1225934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1225947.375000 Penalty: 4620.806152
	Iteration 81Q: 3 clusters Score -1225947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1225962.125000 Penalty: 4620.806152
	Iteration 82Q: 3 clusters Score -1225962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1225969.000000 Penalty: 4620.806152
	Iteration 83Q: 3 clusters Score -1225969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1225976.875000 Penalty: 4620.806152
	Iteration 84Q: 3 clusters Score -1225977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1225988.125000 Penalty: 4620.806152
	Iteration 85Q: 3 clusters Score -1225988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1225995.750000 Penalty: 4620.806152
	Iteration 86Q: 3 clusters Score -1225996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1226002.250000 Penalty: 4620.806152
	Iteration 87Q: 3 clusters Score -1226002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1226010.125000 Penalty: 4620.806152
	Iteration 88Q: 3 clusters Score -1226010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1226015.500000 Penalty: 4620.806152
	Iteration 89Q: 3 clusters Score -1226016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1226017.125000 Penalty: 4620.806152
	Iteration 90Q: 3 clusters Score -1226017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1226019.750000 Penalty: 4620.806152
	Iteration 91Q: 3 clusters Score -1226020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1226019.375000 Penalty: 4620.806152
	Iteration 92Q: 3 clusters Score -1226019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1226022.500000 Penalty: 4620.806152
	Iteration 93Q: 3 clusters Score -1226022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1226027.250000 Penalty: 4620.806152
	Iteration 94Q: 3 clusters Score -1226027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1226033.500000 Penalty: 4620.806152
	Iteration 95Q: 3 clusters Score -1226034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1226041.500000 Penalty: 4620.806152
	Iteration 96Q: 3 clusters Score -1226042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1226042.500000 Penalty: 4620.806152
	Iteration 97Q: 3 clusters Score -1226042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1226049.250000 Penalty: 4620.806152
	Iteration 98Q: 3 clusters Score -1226049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1226051.500000 Penalty: 4620.806152
	Iteration 99Q: 3 clusters Score -1226052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1226056.000000 Penalty: 4620.806152
	Iteration 100F: 3 clusters Score -1226056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1226062.500000 Penalty: 4620.806152
	Iteration 101Q: 3 clusters Score -1226062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1226067.000000 Penalty: 4620.806152
	Iteration 102Q: 3 clusters Score -1226067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1226072.125000 Penalty: 4620.806152
	Iteration 103Q: 3 clusters Score -1226072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1226077.500000 Penalty: 4620.806152
	Iteration 104Q: 3 clusters Score -1226078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1226083.125000 Penalty: 4620.806152
	Iteration 105Q: 3 clusters Score -1226083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1226089.625000 Penalty: 4620.806152
	Iteration 106Q: 3 clusters Score -1226090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1226087.250000 Penalty: 4620.806152
	Iteration 107Q: 3 clusters Score -1226087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1226089.000000 Penalty: 4620.806152
	Iteration 108Q: 3 clusters Score -1226089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1226089.375000 Penalty: 4620.806152
	Iteration 109Q: 3 clusters Score -1226089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1226095.000000 Penalty: 4620.806152
	Iteration 110Q: 3 clusters Score -1226095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1226093.125000 Penalty: 4620.806152
	Iteration 111Q: 3 clusters Score -1226093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1226095.750000 Penalty: 4620.806152
	Iteration 112Q: 3 clusters Score -1226096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1226096.000000 Penalty: 4620.806152
	Iteration 113Q: 3 clusters Score -1226096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
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Entering Unmasked Estep 
Score: -1226099.625000 Penalty: 4620.806152
	Iteration 114Q: 3 clusters Score -1226100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1226098.125000 Penalty: 4620.806152
	Iteration 115Q: 3 clusters Score -1226098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1226098.125000 Penalty: 4620.806152
	Iteration 116Q: 3 clusters Score -1226098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1226101.125000 Penalty: 4620.806152
	Iteration 117Q: 3 clusters Score -1226101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1226102.125000 Penalty: 4620.806152
	Iteration 118Q: 3 clusters Score -1226102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1226103.000000 Penalty: 4620.806152
	Iteration 119Q: 3 clusters Score -1226103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1226103.000000 Penalty: 4620.806152
	Iteration 120F: 3 clusters Score -1226103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1226105.125000 Penalty: 4620.806152
	Iteration 121Q: 3 clusters Score -1226105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1226104.500000 Penalty: 4620.806152
	Iteration 122Q: 3 clusters Score -1226104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1226106.375000 Penalty: 4620.806152
	Iteration 123Q: 3 clusters Score -1226106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1226109.125000 Penalty: 4620.806152
	Iteration 124Q: 3 clusters Score -1226109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1226110.625000 Penalty: 4620.806152
	Iteration 125Q: 3 clusters Score -1226111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1226110.875000 Penalty: 4620.806152
	Iteration 126Q: 3 clusters Score -1226111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1226111.750000 Penalty: 4620.806152
	Iteration 127Q: 3 clusters Score -1226112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1226111.875000 Penalty: 4620.806152
	Iteration 128Q: 3 clusters Score -1226112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1226110.250000 Penalty: 4620.806152
	Iteration 129Q: 3 clusters Score -1226110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1226111.750000 Penalty: 4620.806152
	Iteration 130Q: 3 clusters Score -1226112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1226111.750000 Penalty: 4620.806152
	Iteration 131F: 3 clusters Score -1226112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Entering Unmasked Estep 
Score: -3124221.500000 Penalty: 2534.472656
	Iteration 0F: 2 clusters Score -3124222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3105504.250000 Penalty: 5068.945312
	Iteration 0F: 3 clusters Score -3105504 nChanged 12259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3112159.750000 Penalty: 5068.945312
	Iteration 1F: 3 clusters Score -3112160 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3112751.500000 Penalty: 5068.945312
	Iteration 2F: 3 clusters Score -3112752 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3113461.250000 Penalty: 5068.945312
	Iteration 3F: 3 clusters Score -3113461 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3114360.000000 Penalty: 5068.945312
	Iteration 4F: 3 clusters Score -3114360 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3115592.750000 Penalty: 5068.945312
	Iteration 5F: 3 clusters Score -3115593 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -3117033.250000 Penalty: 5068.945312
	Iteration 6F: 3 clusters Score -3117033 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3118520.000000 Penalty: 5068.945312
	Iteration 7F: 3 clusters Score -3118520 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3119784.500000 Penalty: 5068.945312
	Iteration 8F: 3 clusters Score -3119784 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3120702.000000 Penalty: 5068.945312
	Iteration 9Q: 3 clusters Score -3120702 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3121409.250000 Penalty: 5068.945312
	Iteration 10Q: 3 clusters Score -3121409 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3121846.250000 Penalty: 5068.945312
	Iteration 11Q: 3 clusters Score -3121846 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3122062.500000 Penalty: 5068.945312
	Iteration 12Q: 3 clusters Score -3122062 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3122189.250000 Penalty: 5068.945312
	Iteration 13Q: 3 clusters Score -3122189 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3122262.000000 Penalty: 5068.945312
	Iteration 14Q: 3 clusters Score -3122262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3122312.250000 Penalty: 5068.945312
	Iteration 15Q: 3 clusters Score -3122312 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3122367.500000 Penalty: 5068.945312
	Iteration 16Q: 3 clusters Score -3122368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3122435.000000 Penalty: 5068.945312
	Iteration 17Q: 3 clusters Score -3122435 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3122474.750000 Penalty: 5068.945312
	Iteration 18Q: 3 clusters Score -3122475 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3122505.750000 Penalty: 5068.945312
	Iteration 19Q: 3 clusters Score -3122506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3122538.750000 Penalty: 5068.945312
	Iteration 20F: 3 clusters Score -3122539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3122556.250000 Penalty: 5068.945312
	Iteration 21Q: 3 clusters Score -3122556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3122571.500000 Penalty: 5068.945312
	Iteration 22Q: 3 clusters Score -3122572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3122586.500000 Penalty: 5068.945312
	Iteration 23Q: 3 clusters Score -3122586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3122595.000000 Penalty: 5068.945312
	Iteration 24Q: 3 clusters Score -3122595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3122607.750000 Penalty: 5068.945312
	Iteration 25Q: 3 clusters Score -3122608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3122613.500000 Penalty: 5068.945312
	Iteration 26Q: 3 clusters Score -3122614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -3122624.500000 Penalty: 5068.945312
	Iteration 27Q: 3 clusters Score -3122624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3122631.000000 Penalty: 5068.945312
	Iteration 28Q: 3 clusters Score -3122631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3122635.000000 Penalty: 5068.945312
	Iteration 29Q: 3 clusters Score -3122635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3122635.750000 Penalty: 5068.945312
	Iteration 30Q: 3 clusters Score -3122636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3122643.000000 Penalty: 5068.945312
	Iteration 31Q: 3 clusters Score -3122643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3122646.000000 Penalty: 5068.945312
	Iteration 32Q: 3 clusters Score -3122646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3122656.250000 Penalty: 5068.945312
	Iteration 33Q: 3 clusters Score -3122656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3122665.250000 Penalty: 5068.945312
	Iteration 34Q: 3 clusters Score -3122665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -3122673.750000 Penalty: 5068.945312
	Iteration 35Q: 3 clusters Score -3122674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3122676.750000 Penalty: 5068.945312
	Iteration 36Q: 3 clusters Score -3122677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3122678.250000 Penalty: 5068.945312
	Iteration 37Q: 3 clusters Score -3122678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3122679.000000 Penalty: 5068.945312
	Iteration 38Q: 3 clusters Score -3122679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3122684.000000 Penalty: 5068.945312
	Iteration 39Q: 3 clusters Score -3122684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3122688.250000 Penalty: 5068.945312
	Iteration 40F: 3 clusters Score -3122688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3122705.750000 Penalty: 5068.945312
	Iteration 41Q: 3 clusters Score -3122706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3122706.000000 Penalty: 5068.945312
	Iteration 42Q: 3 clusters Score -3122706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3122710.000000 Penalty: 5068.945312
	Iteration 43Q: 3 clusters Score -3122710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3122708.000000 Penalty: 5068.945312
	Iteration 44Q: 3 clusters Score -3122708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3122711.250000 Penalty: 5068.945312
	Iteration 45Q: 3 clusters Score -3122711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3122712.000000 Penalty: 5068.945312
	Iteration 46Q: 3 clusters Score -3122712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3122719.250000 Penalty: 5068.945312
	Iteration 47Q: 3 clusters Score -3122719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3122718.500000 Penalty: 5068.945312
	Iteration 48Q: 3 clusters Score -3122718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3122716.000000 Penalty: 5068.945312
	Iteration 49Q: 3 clusters Score -3122716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3122713.500000 Penalty: 5068.945312
	Iteration 50Q: 3 clusters Score -3122714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3122712.000000 Penalty: 5068.945312
	Iteration 51Q: 3 clusters Score -3122712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3122715.750000 Penalty: 5068.945312
	Iteration 52Q: 3 clusters Score -3122716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3122718.250000 Penalty: 5068.945312
	Iteration 53Q: 3 clusters Score -3122718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3122718.500000 Penalty: 5068.945312
	Iteration 54Q: 3 clusters Score -3122718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3122718.500000 Penalty: 5068.945312
	Iteration 55F: 3 clusters Score -3122718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (106817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Entering Unmasked Estep 
Score: -12220723.000000 Penalty: 2871.560547
	Iteration 0F: 2 clusters Score -1.222072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -12149267.000000 Penalty: 5743.121094
	Iteration 0F: 3 clusters Score -1.214927e+07 nChanged 50700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -12178214.000000 Penalty: 5743.121094
	Iteration 1F: 3 clusters Score -1.217821e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -12178808.000000 Penalty: 5743.121094
	Iteration 2Q: 3 clusters Score -1.217881e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -12179856.000000 Penalty: 5743.121094
	Iteration 3Q: 3 clusters Score -1.217986e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -12181055.000000 Penalty: 5743.121094
	Iteration 4Q: 3 clusters Score -1.218106e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -12183209.000000 Penalty: 5743.121094
	Iteration 5Q: 3 clusters Score -1.218321e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -12187177.000000 Penalty: 5743.121094
	Iteration 6F: 3 clusters Score -1.218718e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -12193861.000000 Penalty: 5743.121094
	Iteration 7F: 3 clusters Score -1.219386e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -12202755.000000 Penalty: 5743.121094
	Iteration 8F: 3 clusters Score -1.220276e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -12211232.000000 Penalty: 5743.121094
	Iteration 9F: 3 clusters Score -1.221123e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -12215760.000000 Penalty: 5743.121094
	Iteration 10Q: 3 clusters Score -1.221576e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -12217404.000000 Penalty: 5743.121094
	Iteration 11Q: 3 clusters Score -1.22174e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -12217903.000000 Penalty: 5743.121094
	Iteration 12Q: 3 clusters Score -1.22179e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12218085.000000 Penalty: 5743.121094
	Iteration 13Q: 3 clusters Score -1.221808e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106442 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12218138.000000 Penalty: 5743.121094
	Iteration 14Q: 3 clusters Score -1.221814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12218176.000000 Penalty: 5743.121094
	Iteration 15Q: 3 clusters Score -1.221818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12218205.000000 Penalty: 5743.121094
	Iteration 16Q: 3 clusters Score -1.22182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -12218222.000000 Penalty: 5743.121094
	Iteration 17Q: 3 clusters Score -1.221822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -12218225.000000 Penalty: 5743.121094
	Iteration 18Q: 3 clusters Score -1.221822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -12218231.000000 Penalty: 5743.121094
	Iteration 19Q: 3 clusters Score -1.221823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12218240.000000 Penalty: 5743.121094
	Iteration 20F: 3 clusters Score -1.221824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12218253.000000 Penalty: 5743.121094
	Iteration 21Q: 3 clusters Score -1.221825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12218251.000000 Penalty: 5743.121094
	Iteration 22Q: 3 clusters Score -1.221825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -12218251.000000 Penalty: 5743.121094
	Iteration 23F: 3 clusters Score -1.221825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Entering Unmasked Estep 
Score: -3245961.500000 Penalty: 2532.476074
	Iteration 0F: 2 clusters Score -3245962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3227398.000000 Penalty: 5064.952148
	Iteration 0F: 3 clusters Score -3227398 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3234057.250000 Penalty: 5064.952148
	Iteration 1F: 3 clusters Score -3234057 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3234631.500000 Penalty: 5064.952148
	Iteration 2F: 3 clusters Score -3234632 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3235193.750000 Penalty: 5064.952148
	Iteration 3Q: 3 clusters Score -3235194 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -3235919.500000 Penalty: 5064.952148
	Iteration 4Q: 3 clusters Score -3235920 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -3236802.500000 Penalty: 5064.952148
	Iteration 5F: 3 clusters Score -3236802 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -3237845.250000 Penalty: 5064.952148
	Iteration 6F: 3 clusters Score -3237845 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3239027.000000 Penalty: 5064.952148
	Iteration 7F: 3 clusters Score -3239027 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3240067.250000 Penalty: 5064.952148
	Iteration 8F: 3 clusters Score -3240067 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3240943.250000 Penalty: 5064.952148
	Iteration 9F: 3 clusters Score -3240943 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3241718.000000 Penalty: 5064.952148
	Iteration 10Q: 3 clusters Score -3241718 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3242314.250000 Penalty: 5064.952148
	Iteration 11Q: 3 clusters Score -3242314 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3242734.750000 Penalty: 5064.952148
	Iteration 12Q: 3 clusters Score -3242735 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3242993.000000 Penalty: 5064.952148
	Iteration 13Q: 3 clusters Score -3242993 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3243143.250000 Penalty: 5064.952148
	Iteration 14Q: 3 clusters Score -3243143 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3243231.500000 Penalty: 5064.952148
	Iteration 15Q: 3 clusters Score -3243232 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -3243317.000000 Penalty: 5064.952148
	Iteration 16Q: 3 clusters Score -3243317 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3243381.750000 Penalty: 5064.952148
	Iteration 17Q: 3 clusters Score -3243382 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -3243427.750000 Penalty: 5064.952148
	Iteration 18Q: 3 clusters Score -3243428 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3243449.500000 Penalty: 5064.952148
	Iteration 19Q: 3 clusters Score -3243450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3243485.750000 Penalty: 5064.952148
	Iteration 20F: 3 clusters Score -3243486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -3243508.250000 Penalty: 5064.952148
	Iteration 21Q: 3 clusters Score -3243508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3243547.750000 Penalty: 5064.952148
	Iteration 22Q: 3 clusters Score -3243548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3243558.750000 Penalty: 5064.952148
	Iteration 23Q: 3 clusters Score -3243559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3243574.250000 Penalty: 5064.952148
	Iteration 24Q: 3 clusters Score -3243574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3243602.250000 Penalty: 5064.952148
	Iteration 25Q: 3 clusters Score -3243602 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3243642.250000 Penalty: 5064.952148
	Iteration 26Q: 3 clusters Score -3243642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3243650.750000 Penalty: 5064.952148
	Iteration 27Q: 3 clusters Score -3243651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3243668.500000 Penalty: 5064.952148
	Iteration 28Q: 3 clusters Score -3243668 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -3243705.500000 Penalty: 5064.952148
	Iteration 29Q: 3 clusters Score -3243706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3243740.250000 Penalty: 5064.952148
	Iteration 30Q: 3 clusters Score -3243740 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3243763.000000 Penalty: 5064.952148
	Iteration 31Q: 3 clusters Score -3243763 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3243774.000000 Penalty: 5064.952148
	Iteration 32Q: 3 clusters Score -3243774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3243806.250000 Penalty: 5064.952148
	Iteration 33Q: 3 clusters Score -3243806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3243824.250000 Penalty: 5064.952148
	Iteration 34Q: 3 clusters Score -3243824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3243849.250000 Penalty: 5064.952148
	Iteration 35Q: 3 clusters Score -3243849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3243869.750000 Penalty: 5064.952148
	Iteration 36Q: 3 clusters Score -3243870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3243878.000000 Penalty: 5064.952148
	Iteration 37Q: 3 clusters Score -3243878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -3243885.250000 Penalty: 5064.952148
	Iteration 38Q: 3 clusters Score -3243885 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3243900.500000 Penalty: 5064.952148
	Iteration 39Q: 3 clusters Score -3243900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3243912.250000 Penalty: 5064.952148
	Iteration 40F: 3 clusters Score -3243912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -3243920.500000 Penalty: 5064.952148
	Iteration 41Q: 3 clusters Score -3243920 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3243941.500000 Penalty: 5064.952148
	Iteration 42Q: 3 clusters Score -3243942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3243941.250000 Penalty: 5064.952148
	Iteration 43Q: 3 clusters Score -3243941 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3243950.250000 Penalty: 5064.952148
	Iteration 44Q: 3 clusters Score -3243950 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3243968.750000 Penalty: 5064.952148
	Iteration 45Q: 3 clusters Score -3243969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -3243980.500000 Penalty: 5064.952148
	Iteration 46Q: 3 clusters Score -3243980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3243979.750000 Penalty: 5064.952148
	Iteration 47Q: 3 clusters Score -3243980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3243997.250000 Penalty: 5064.952148
	Iteration 48Q: 3 clusters Score -3243997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3244003.000000 Penalty: 5064.952148
	Iteration 49Q: 3 clusters Score -3244003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3244014.000000 Penalty: 5064.952148
	Iteration 50Q: 3 clusters Score -3244014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3244022.000000 Penalty: 5064.952148
	Iteration 51Q: 3 clusters Score -3244022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3244021.500000 Penalty: 5064.952148
	Iteration 52Q: 3 clusters Score -3244022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3244036.250000 Penalty: 5064.952148
	Iteration 53Q: 3 clusters Score -3244036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3244055.000000 Penalty: 5064.952148
	Iteration 54Q: 3 clusters Score -3244055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3244062.250000 Penalty: 5064.952148
	Iteration 55Q: 3 clusters Score -3244062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3244076.500000 Penalty: 5064.952148
	Iteration 56Q: 3 clusters Score -3244076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3244079.250000 Penalty: 5064.952148
	Iteration 57Q: 3 clusters Score -3244079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3244091.750000 Penalty: 5064.952148
	Iteration 58Q: 3 clusters Score -3244092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3244098.250000 Penalty: 5064.952148
	Iteration 59Q: 3 clusters Score -3244098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3244105.250000 Penalty: 5064.952148
	Iteration 60F: 3 clusters Score -3244105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3244111.000000 Penalty: 5064.952148
	Iteration 61Q: 3 clusters Score -3244111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3244121.500000 Penalty: 5064.952148
	Iteration 62Q: 3 clusters Score -3244122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3244127.750000 Penalty: 5064.952148
	Iteration 63Q: 3 clusters Score -3244128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3244125.000000 Penalty: 5064.952148
	Iteration 64Q: 3 clusters Score -3244125 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3244134.500000 Penalty: 5064.952148
	Iteration 65Q: 3 clusters Score -3244134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3244152.500000 Penalty: 5064.952148
	Iteration 66Q: 3 clusters Score -3244152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3244163.250000 Penalty: 5064.952148
	Iteration 67Q: 3 clusters Score -3244163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3244159.500000 Penalty: 5064.952148
	Iteration 68Q: 3 clusters Score -3244160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -3244165.750000 Penalty: 5064.952148
	Iteration 69Q: 3 clusters Score -3244166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3244165.750000 Penalty: 5064.952148
	Iteration 70Q: 3 clusters Score -3244166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3244172.750000 Penalty: 5064.952148
	Iteration 71Q: 3 clusters Score -3244173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3244173.500000 Penalty: 5064.952148
	Iteration 72Q: 3 clusters Score -3244174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3244181.500000 Penalty: 5064.952148
	Iteration 73Q: 3 clusters Score -3244182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3244185.250000 Penalty: 5064.952148
	Iteration 74Q: 3 clusters Score -3244185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3244188.000000 Penalty: 5064.952148
	Iteration 75Q: 3 clusters Score -3244188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3244187.750000 Penalty: 5064.952148
	Iteration 76Q: 3 clusters Score -3244188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -3244190.250000 Penalty: 5064.952148
	Iteration 77Q: 3 clusters Score -3244190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3244195.250000 Penalty: 5064.952148
	Iteration 78Q: 3 clusters Score -3244195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3244203.750000 Penalty: 5064.952148
	Iteration 79Q: 3 clusters Score -3244204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3244223.500000 Penalty: 5064.952148
	Iteration 80F: 3 clusters Score -3244224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3244229.000000 Penalty: 5064.952148
	Iteration 81Q: 3 clusters Score -3244229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3244230.500000 Penalty: 5064.952148
	Iteration 82Q: 3 clusters Score -3244230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3244224.500000 Penalty: 5064.952148
	Iteration 83Q: 3 clusters Score -3244224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3244230.000000 Penalty: 5064.952148
	Iteration 84Q: 3 clusters Score -3244230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -3244228.750000 Penalty: 5064.952148
	Iteration 85Q: 3 clusters Score -3244229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3244229.000000 Penalty: 5064.952148
	Iteration 86Q: 3 clusters Score -3244229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3244236.250000 Penalty: 5064.952148
	Iteration 87Q: 3 clusters Score -3244236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3244237.750000 Penalty: 5064.952148
	Iteration 88Q: 3 clusters Score -3244238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3244244.750000 Penalty: 5064.952148
	Iteration 89Q: 3 clusters Score -3244245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3244245.250000 Penalty: 5064.952148
	Iteration 90Q: 3 clusters Score -3244245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3244246.750000 Penalty: 5064.952148
	Iteration 91Q: 3 clusters Score -3244247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3244249.750000 Penalty: 5064.952148
	Iteration 92Q: 3 clusters Score -3244250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3244249.000000 Penalty: 5064.952148
	Iteration 93Q: 3 clusters Score -3244249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3244248.750000 Penalty: 5064.952148
	Iteration 94Q: 3 clusters Score -3244249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3244250.500000 Penalty: 5064.952148
	Iteration 95Q: 3 clusters Score -3244250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3244255.750000 Penalty: 5064.952148
	Iteration 96Q: 3 clusters Score -3244256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3244260.250000 Penalty: 5064.952148
	Iteration 97Q: 3 clusters Score -3244260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3244261.750000 Penalty: 5064.952148
	Iteration 98Q: 3 clusters Score -3244262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3244266.500000 Penalty: 5064.952148
	Iteration 99Q: 3 clusters Score -3244266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3244261.000000 Penalty: 5064.952148
	Iteration 100F: 3 clusters Score -3244261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3244258.750000 Penalty: 5064.952148
	Iteration 101Q: 3 clusters Score -3244259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3244266.750000 Penalty: 5064.952148
	Iteration 102Q: 3 clusters Score -3244267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3244260.250000 Penalty: 5064.952148
	Iteration 103Q: 3 clusters Score -3244260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3244263.000000 Penalty: 5064.952148
	Iteration 104Q: 3 clusters Score -3244263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3244262.500000 Penalty: 5064.952148
	Iteration 105Q: 3 clusters Score -3244262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3244259.500000 Penalty: 5064.952148
	Iteration 106Q: 3 clusters Score -3244260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3244264.000000 Penalty: 5064.952148
	Iteration 107Q: 3 clusters Score -3244264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3244269.750000 Penalty: 5064.952148
	Iteration 108Q: 3 clusters Score -3244270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3244271.250000 Penalty: 5064.952148
	Iteration 109Q: 3 clusters Score -3244271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3244271.250000 Penalty: 5064.952148
	Iteration 110F: 3 clusters Score -3244271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Entering Unmasked Estep 
Score: -3100454.250000 Penalty: 2531.453613
	Iteration 0F: 2 clusters Score -3100454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3081707.750000 Penalty: 5062.907227
	Iteration 0F: 3 clusters Score -3081708 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3088386.750000 Penalty: 5062.907227
	Iteration 1F: 3 clusters Score -3088387 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3088796.250000 Penalty: 5062.907227
	Iteration 2Q: 3 clusters Score -3088796 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3089141.000000 Penalty: 5062.907227
	Iteration 3Q: 3 clusters Score -3089141 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3089547.000000 Penalty: 5062.907227
	Iteration 4Q: 3 clusters Score -3089547 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3090006.000000 Penalty: 5062.907227
	Iteration 5Q: 3 clusters Score -3090006 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3090546.750000 Penalty: 5062.907227
	Iteration 6Q: 3 clusters Score -3090547 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3091180.250000 Penalty: 5062.907227
	Iteration 7Q: 3 clusters Score -3091180 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3091939.500000 Penalty: 5062.907227
	Iteration 8F: 3 clusters Score -3091940 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3092694.750000 Penalty: 5062.907227
	Iteration 9Q: 3 clusters Score -3092695 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3093502.000000 Penalty: 5062.907227
	Iteration 10Q: 3 clusters Score -3093502 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -3094261.250000 Penalty: 5062.907227
	Iteration 11Q: 3 clusters Score -3094261 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3094896.000000 Penalty: 5062.907227
	Iteration 12Q: 3 clusters Score -3094896 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3095479.500000 Penalty: 5062.907227
	Iteration 13Q: 3 clusters Score -3095480 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3095968.500000 Penalty: 5062.907227
	Iteration 14Q: 3 clusters Score -3095968 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -3096357.000000 Penalty: 5062.907227
	Iteration 15Q: 3 clusters Score -3096357 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3096643.500000 Penalty: 5062.907227
	Iteration 16Q: 3 clusters Score -3096644 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3096853.750000 Penalty: 5062.907227
	Iteration 17Q: 3 clusters Score -3096854 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3097061.750000 Penalty: 5062.907227
	Iteration 18Q: 3 clusters Score -3097062 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3097239.250000 Penalty: 5062.907227
	Iteration 19Q: 3 clusters Score -3097239 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3097384.750000 Penalty: 5062.907227
	Iteration 20F: 3 clusters Score -3097385 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3097515.750000 Penalty: 5062.907227
	Iteration 21Q: 3 clusters Score -3097516 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3097636.750000 Penalty: 5062.907227
	Iteration 22Q: 3 clusters Score -3097637 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3097756.000000 Penalty: 5062.907227
	Iteration 23Q: 3 clusters Score -3097756 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3097873.750000 Penalty: 5062.907227
	Iteration 24Q: 3 clusters Score -3097874 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3097992.750000 Penalty: 5062.907227
	Iteration 25Q: 3 clusters Score -3097993 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3098072.750000 Penalty: 5062.907227
	Iteration 26Q: 3 clusters Score -3098073 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3098149.500000 Penalty: 5062.907227
	Iteration 27Q: 3 clusters Score -3098150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3098221.250000 Penalty: 5062.907227
	Iteration 28Q: 3 clusters Score -3098221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3098269.500000 Penalty: 5062.907227
	Iteration 29Q: 3 clusters Score -3098270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3098298.500000 Penalty: 5062.907227
	Iteration 30Q: 3 clusters Score -3098298 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3098324.250000 Penalty: 5062.907227
	Iteration 31Q: 3 clusters Score -3098324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3098349.250000 Penalty: 5062.907227
	Iteration 32Q: 3 clusters Score -3098349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3098368.500000 Penalty: 5062.907227
	Iteration 33Q: 3 clusters Score -3098368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3098392.000000 Penalty: 5062.907227
	Iteration 34Q: 3 clusters Score -3098392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -3098407.500000 Penalty: 5062.907227
	Iteration 35Q: 3 clusters Score -3098408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3098425.500000 Penalty: 5062.907227
	Iteration 36Q: 3 clusters Score -3098426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3098434.750000 Penalty: 5062.907227
	Iteration 37Q: 3 clusters Score -3098435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3098448.500000 Penalty: 5062.907227
	Iteration 38Q: 3 clusters Score -3098448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -3098464.750000 Penalty: 5062.907227
	Iteration 39Q: 3 clusters Score -3098465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3098474.750000 Penalty: 5062.907227
	Iteration 40F: 3 clusters Score -3098475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3098484.000000 Penalty: 5062.907227
	Iteration 41Q: 3 clusters Score -3098484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3098494.250000 Penalty: 5062.907227
	Iteration 42Q: 3 clusters Score -3098494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3098491.750000 Penalty: 5062.907227
	Iteration 43Q: 3 clusters Score -3098492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3098499.750000 Penalty: 5062.907227
	Iteration 44Q: 3 clusters Score -3098500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3098498.500000 Penalty: 5062.907227
	Iteration 45Q: 3 clusters Score -3098498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3098498.250000 Penalty: 5062.907227
	Iteration 46Q: 3 clusters Score -3098498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -3098506.000000 Penalty: 5062.907227
	Iteration 47Q: 3 clusters Score -3098506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3098514.250000 Penalty: 5062.907227
	Iteration 48Q: 3 clusters Score -3098514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3098517.750000 Penalty: 5062.907227
	Iteration 49Q: 3 clusters Score -3098518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3098523.000000 Penalty: 5062.907227
	Iteration 50Q: 3 clusters Score -3098523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3098536.500000 Penalty: 5062.907227
	Iteration 51Q: 3 clusters Score -3098536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3098526.000000 Penalty: 5062.907227
	Iteration 52Q: 3 clusters Score -3098526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3098526.500000 Penalty: 5062.907227
	Iteration 53Q: 3 clusters Score -3098526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3098531.000000 Penalty: 5062.907227
	Iteration 54Q: 3 clusters Score -3098531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3098531.250000 Penalty: 5062.907227
	Iteration 55Q: 3 clusters Score -3098531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3098532.500000 Penalty: 5062.907227
	Iteration 56Q: 3 clusters Score -3098532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3098532.750000 Penalty: 5062.907227
	Iteration 57Q: 3 clusters Score -3098533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3098532.250000 Penalty: 5062.907227
	Iteration 58Q: 3 clusters Score -3098532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3098533.500000 Penalty: 5062.907227
	Iteration 59Q: 3 clusters Score -3098534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3098533.500000 Penalty: 5062.907227
	Iteration 60F: 3 clusters Score -3098534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Entering Unmasked Estep 
Score: -2156814.000000 Penalty: 2434.468018
	Iteration 0F: 2 clusters Score -2156814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2143774.000000 Penalty: 4868.936035
	Iteration 0F: 3 clusters Score -2143774 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2148071.750000 Penalty: 4868.936035
	Iteration 1F: 3 clusters Score -2148072 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2148464.250000 Penalty: 4868.936035
	Iteration 2F: 3 clusters Score -2148464 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2148956.750000 Penalty: 4868.936035
	Iteration 3F: 3 clusters Score -2148957 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2149599.750000 Penalty: 4868.936035
	Iteration 4F: 3 clusters Score -2149600 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2150379.000000 Penalty: 4868.936035
	Iteration 5F: 3 clusters Score -2150379 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2151363.500000 Penalty: 4868.936035
	Iteration 6F: 3 clusters Score -2151364 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2152430.250000 Penalty: 4868.936035
	Iteration 7F: 3 clusters Score -2152430 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2153371.750000 Penalty: 4868.936035
	Iteration 8F: 3 clusters Score -2153372 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2154073.750000 Penalty: 4868.936035
	Iteration 9Q: 3 clusters Score -2154074 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2154582.500000 Penalty: 4868.936035
	Iteration 10Q: 3 clusters Score -2154582 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2154885.250000 Penalty: 4868.936035
	Iteration 11Q: 3 clusters Score -2154885 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2155097.250000 Penalty: 4868.936035
	Iteration 12Q: 3 clusters Score -2155097 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2155224.750000 Penalty: 4868.936035
	Iteration 13Q: 3 clusters Score -2155225 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2155294.000000 Penalty: 4868.936035
	Iteration 14Q: 3 clusters Score -2155294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2155345.750000 Penalty: 4868.936035
	Iteration 15Q: 3 clusters Score -2155346 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2155379.250000 Penalty: 4868.936035
	Iteration 16Q: 3 clusters Score -2155379 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2155425.500000 Penalty: 4868.936035
	Iteration 17Q: 3 clusters Score -2155426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2155459.750000 Penalty: 4868.936035
	Iteration 18Q: 3 clusters Score -2155460 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2155494.750000 Penalty: 4868.936035
	Iteration 19Q: 3 clusters Score -2155495 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2155523.250000 Penalty: 4868.936035
	Iteration 20F: 3 clusters Score -2155523 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2155550.500000 Penalty: 4868.936035
	Iteration 21Q: 3 clusters Score -2155550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2155572.000000 Penalty: 4868.936035
	Iteration 22Q: 3 clusters Score -2155572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2155592.500000 Penalty: 4868.936035
	Iteration 23Q: 3 clusters Score -2155592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2155615.000000 Penalty: 4868.936035
	Iteration 24Q: 3 clusters Score -2155615 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2155631.500000 Penalty: 4868.936035
	Iteration 25Q: 3 clusters Score -2155632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2155642.500000 Penalty: 4868.936035
	Iteration 26Q: 3 clusters Score -2155642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2155655.500000 Penalty: 4868.936035
	Iteration 27Q: 3 clusters Score -2155656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2155663.000000 Penalty: 4868.936035
	Iteration 28Q: 3 clusters Score -2155663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2155670.250000 Penalty: 4868.936035
	Iteration 29Q: 3 clusters Score -2155670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2155674.250000 Penalty: 4868.936035
	Iteration 30Q: 3 clusters Score -2155674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2155682.750000 Penalty: 4868.936035
	Iteration 31Q: 3 clusters Score -2155683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2155682.500000 Penalty: 4868.936035
	Iteration 32Q: 3 clusters Score -2155682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2155687.500000 Penalty: 4868.936035
	Iteration 33Q: 3 clusters Score -2155688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2155696.000000 Penalty: 4868.936035
	Iteration 34Q: 3 clusters Score -2155696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2155700.250000 Penalty: 4868.936035
	Iteration 35Q: 3 clusters Score -2155700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2155708.250000 Penalty: 4868.936035
	Iteration 36Q: 3 clusters Score -2155708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2155707.000000 Penalty: 4868.936035
	Iteration 37Q: 3 clusters Score -2155707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2155715.000000 Penalty: 4868.936035
	Iteration 38Q: 3 clusters Score -2155715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2155715.250000 Penalty: 4868.936035
	Iteration 39Q: 3 clusters Score -2155715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2155723.000000 Penalty: 4868.936035
	Iteration 40F: 3 clusters Score -2155723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2155718.750000 Penalty: 4868.936035
	Iteration 41Q: 3 clusters Score -2155719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2155720.500000 Penalty: 4868.936035
	Iteration 42Q: 3 clusters Score -2155720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2155717.500000 Penalty: 4868.936035
	Iteration 43Q: 3 clusters Score -2155718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2155720.250000 Penalty: 4868.936035
	Iteration 44Q: 3 clusters Score -2155720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2155725.000000 Penalty: 4868.936035
	Iteration 45Q: 3 clusters Score -2155725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2155725.250000 Penalty: 4868.936035
	Iteration 46Q: 3 clusters Score -2155725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2155726.500000 Penalty: 4868.936035
	Iteration 47Q: 3 clusters Score -2155726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2155726.750000 Penalty: 4868.936035
	Iteration 48Q: 3 clusters Score -2155727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2155730.000000 Penalty: 4868.936035
	Iteration 49Q: 3 clusters Score -2155730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2155726.000000 Penalty: 4868.936035
	Iteration 50Q: 3 clusters Score -2155726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2155729.500000 Penalty: 4868.936035
	Iteration 51Q: 3 clusters Score -2155730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2155732.750000 Penalty: 4868.936035
	Iteration 52Q: 3 clusters Score -2155733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2155735.000000 Penalty: 4868.936035
	Iteration 53Q: 3 clusters Score -2155735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2155731.500000 Penalty: 4868.936035
	Iteration 54Q: 3 clusters Score -2155732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2155732.000000 Penalty: 4868.936035
	Iteration 55Q: 3 clusters Score -2155732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2155735.750000 Penalty: 4868.936035
	Iteration 56Q: 3 clusters Score -2155736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2155742.250000 Penalty: 4868.936035
	Iteration 57Q: 3 clusters Score -2155742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2155740.750000 Penalty: 4868.936035
	Iteration 58Q: 3 clusters Score -2155741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2155741.500000 Penalty: 4868.936035
	Iteration 59Q: 3 clusters Score -2155742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2155743.750000 Penalty: 4868.936035
	Iteration 60F: 3 clusters Score -2155744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2155745.500000 Penalty: 4868.936035
	Iteration 61Q: 3 clusters Score -2155746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2155742.750000 Penalty: 4868.936035
	Iteration 62Q: 3 clusters Score -2155743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2155744.750000 Penalty: 4868.936035
	Iteration 63Q: 3 clusters Score -2155745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2155746.250000 Penalty: 4868.936035
	Iteration 64Q: 3 clusters Score -2155746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2155749.250000 Penalty: 4868.936035
	Iteration 65Q: 3 clusters Score -2155749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2155747.500000 Penalty: 4868.936035
	Iteration 66Q: 3 clusters Score -2155748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2155747.500000 Penalty: 4868.936035
	Iteration 67Q: 3 clusters Score -2155748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2155749.000000 Penalty: 4868.936035
	Iteration 68Q: 3 clusters Score -2155749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2155747.500000 Penalty: 4868.936035
	Iteration 69Q: 3 clusters Score -2155748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2155747.000000 Penalty: 4868.936035
	Iteration 70Q: 3 clusters Score -2155747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2155748.000000 Penalty: 4868.936035
	Iteration 71Q: 3 clusters Score -2155748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2155751.250000 Penalty: 4868.936035
	Iteration 72Q: 3 clusters Score -2155751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2155749.250000 Penalty: 4868.936035
	Iteration 73Q: 3 clusters Score -2155749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2155748.500000 Penalty: 4868.936035
	Iteration 74Q: 3 clusters Score -2155748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2155749.250000 Penalty: 4868.936035
	Iteration 75Q: 3 clusters Score -2155749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2155749.500000 Penalty: 4868.936035
	Iteration 76Q: 3 clusters Score -2155750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2155753.750000 Penalty: 4868.936035
	Iteration 77Q: 3 clusters Score -2155754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2155749.750000 Penalty: 4868.936035
	Iteration 78Q: 3 clusters Score -2155750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2155747.750000 Penalty: 4868.936035
	Iteration 79Q: 3 clusters Score -2155748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2155750.000000 Penalty: 4868.936035
	Iteration 80F: 3 clusters Score -2155750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2155754.500000 Penalty: 4868.936035
	Iteration 81Q: 3 clusters Score -2155754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2155753.500000 Penalty: 4868.936035
	Iteration 82Q: 3 clusters Score -2155754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2155755.750000 Penalty: 4868.936035
	Iteration 83Q: 3 clusters Score -2155756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2155754.250000 Penalty: 4868.936035
	Iteration 84Q: 3 clusters Score -2155754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2155749.250000 Penalty: 4868.936035
	Iteration 85Q: 3 clusters Score -2155749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2155751.250000 Penalty: 4868.936035
	Iteration 86Q: 3 clusters Score -2155751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2155751.750000 Penalty: 4868.936035
	Iteration 87Q: 3 clusters Score -2155752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2155751.000000 Penalty: 4868.936035
	Iteration 88Q: 3 clusters Score -2155751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2155751.000000 Penalty: 4868.936035
	Iteration 89F: 3 clusters Score -2155751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -33826.839844 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -33826.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32482.496094 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -32482.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32744.388672 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -32744.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32920.050781 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -32920.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33014.710938 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -33014.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33101.773438 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -33101.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33111.691406 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -33111.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33125.921875 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -33125.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33135.558594 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -33135.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33136.558594 Penalty: 2929.059326
	Iteration 8Q: 3 clusters Score -33136.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33136.558594 Penalty: 2929.059326
	Iteration 9F: 3 clusters Score -33136.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Entering Unmasked Estep 
Score: -568398.250000 Penalty: 2131.258301
	Iteration 0F: 2 clusters Score -568398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -563693.312500 Penalty: 4262.516602
	Iteration 0F: 3 clusters Score -563693.3 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -565000.250000 Penalty: 4262.516602
	Iteration 1F: 3 clusters Score -565000.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -565283.562500 Penalty: 4262.516602
	Iteration 2F: 3 clusters Score -565283.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -565472.875000 Penalty: 4262.516602
	Iteration 3F: 3 clusters Score -565472.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -565663.437500 Penalty: 4262.516602
	Iteration 4Q: 3 clusters Score -565663.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -565906.437500 Penalty: 4262.516602
	Iteration 5F: 3 clusters Score -565906.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -566198.562500 Penalty: 4262.516602
	Iteration 6F: 3 clusters Score -566198.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -566544.000000 Penalty: 4262.516602
	Iteration 7F: 3 clusters Score -566544 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -566871.125000 Penalty: 4262.516602
	Iteration 8F: 3 clusters Score -566871.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -567182.687500 Penalty: 4262.516602
	Iteration 9F: 3 clusters Score -567182.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -567364.062500 Penalty: 4262.516602
	Iteration 10Q: 3 clusters Score -567364.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -567492.812500 Penalty: 4262.516602
	Iteration 11Q: 3 clusters Score -567492.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -567592.812500 Penalty: 4262.516602
	Iteration 12Q: 3 clusters Score -567592.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -567675.687500 Penalty: 4262.516602
	Iteration 13Q: 3 clusters Score -567675.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -567738.875000 Penalty: 4262.516602
	Iteration 14Q: 3 clusters Score -567738.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -567806.000000 Penalty: 4262.516602
	Iteration 15Q: 3 clusters Score -567806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -567854.250000 Penalty: 4262.516602
	Iteration 16Q: 3 clusters Score -567854.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -567915.062500 Penalty: 4262.516602
	Iteration 17Q: 3 clusters Score -567915.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -568000.437500 Penalty: 4262.516602
	Iteration 18Q: 3 clusters Score -568000.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -568064.312500 Penalty: 4262.516602
	Iteration 19Q: 3 clusters Score -568064.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -568089.625000 Penalty: 4262.516602
	Iteration 20F: 3 clusters Score -568089.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -568098.437500 Penalty: 4262.516602
	Iteration 21Q: 3 clusters Score -568098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -568104.000000 Penalty: 4262.516602
	Iteration 22Q: 3 clusters Score -568104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -568105.937500 Penalty: 4262.516602
	Iteration 23Q: 3 clusters Score -568105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -568106.187500 Penalty: 4262.516602
	Iteration 24Q: 3 clusters Score -568106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -568108.187500 Penalty: 4262.516602
	Iteration 25Q: 3 clusters Score -568108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -568108.062500 Penalty: 4262.516602
	Iteration 26Q: 3 clusters Score -568108.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -568110.937500 Penalty: 4262.516602
	Iteration 27Q: 3 clusters Score -568110.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -568113.250000 Penalty: 4262.516602
	Iteration 28Q: 3 clusters Score -568113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -568112.625000 Penalty: 4262.516602
	Iteration 29Q: 3 clusters Score -568112.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -568114.562500 Penalty: 4262.516602
	Iteration 30Q: 3 clusters Score -568114.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -568115.125000 Penalty: 4262.516602
	Iteration 31Q: 3 clusters Score -568115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -568114.687500 Penalty: 4262.516602
	Iteration 32Q: 3 clusters Score -568114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -568118.625000 Penalty: 4262.516602
	Iteration 33Q: 3 clusters Score -568118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -568117.437500 Penalty: 4262.516602
	Iteration 34Q: 3 clusters Score -568117.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -568117.937500 Penalty: 4262.516602
	Iteration 35Q: 3 clusters Score -568117.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -568117.937500 Penalty: 4262.516602
	Iteration 36F: 3 clusters Score -568117.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122318 members 
Entering Unmasked Estep 
Score: -14270214.000000 Penalty: 2905.166016
	Iteration 0F: 2 clusters Score -1.427021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -14188750.000000 Penalty: 5810.332031
	Iteration 0F: 3 clusters Score -1.418875e+07 nChanged 57983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -14221924.000000 Penalty: 5810.332031
	Iteration 1F: 3 clusters Score -1.422192e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -14223021.000000 Penalty: 5810.332031
	Iteration 2Q: 3 clusters Score -1.422302e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64797 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -14224358.000000 Penalty: 5810.332031
	Iteration 3Q: 3 clusters Score -1.422436e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -14226181.000000 Penalty: 5810.332031
	Iteration 4Q: 3 clusters Score -1.422618e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -14228651.000000 Penalty: 5810.332031
	Iteration 5Q: 3 clusters Score -1.422865e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -14231897.000000 Penalty: 5810.332031
	Iteration 6F: 3 clusters Score -1.42319e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78465 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -14236059.000000 Penalty: 5810.332031
	Iteration 7F: 3 clusters Score -1.423606e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -14241080.000000 Penalty: 5810.332031
	Iteration 8F: 3 clusters Score -1.424108e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -14246742.000000 Penalty: 5810.332031
	Iteration 9F: 3 clusters Score -1.424674e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -14251613.000000 Penalty: 5810.332031
	Iteration 10F: 3 clusters Score -1.425161e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -14255676.000000 Penalty: 5810.332031
	Iteration 11Q: 3 clusters Score -1.425568e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -14258448.000000 Penalty: 5810.332031
	Iteration 12Q: 3 clusters Score -1.425845e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -14260185.000000 Penalty: 5810.332031
	Iteration 13Q: 3 clusters Score -1.426018e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107821 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -14261376.000000 Penalty: 5810.332031
	Iteration 14Q: 3 clusters Score -1.426138e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109571 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -14262365.000000 Penalty: 5810.332031
	Iteration 15Q: 3 clusters Score -1.426236e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111093 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -14263075.000000 Penalty: 5810.332031
	Iteration 16Q: 3 clusters Score -1.426308e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -14263676.000000 Penalty: 5810.332031
	Iteration 17Q: 3 clusters Score -1.426368e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113722 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -14264287.000000 Penalty: 5810.332031
	Iteration 18Q: 3 clusters Score -1.426429e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -14264779.000000 Penalty: 5810.332031
	Iteration 19Q: 3 clusters Score -1.426478e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115793 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -14265217.000000 Penalty: 5810.332031
	Iteration 20F: 3 clusters Score -1.426522e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116671 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -14265605.000000 Penalty: 5810.332031
	Iteration 21Q: 3 clusters Score -1.42656e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117441 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -14265999.000000 Penalty: 5810.332031
	Iteration 22Q: 3 clusters Score -1.4266e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -14266318.000000 Penalty: 5810.332031
	Iteration 23Q: 3 clusters Score -1.426632e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118682 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14266610.000000 Penalty: 5810.332031
	Iteration 24Q: 3 clusters Score -1.426661e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -14266863.000000 Penalty: 5810.332031
	Iteration 25Q: 3 clusters Score -1.426686e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -14267067.000000 Penalty: 5810.332031
	Iteration 26Q: 3 clusters Score -1.426707e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119925 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -14267261.000000 Penalty: 5810.332031
	Iteration 27Q: 3 clusters Score -1.426726e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120223 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14267411.000000 Penalty: 5810.332031
	Iteration 28Q: 3 clusters Score -1.426741e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120471 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -14267545.000000 Penalty: 5810.332031
	Iteration 29Q: 3 clusters Score -1.426754e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120660 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -14267650.000000 Penalty: 5810.332031
	Iteration 30Q: 3 clusters Score -1.426765e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14267726.000000 Penalty: 5810.332031
	Iteration 31Q: 3 clusters Score -1.426773e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -14267802.000000 Penalty: 5810.332031
	Iteration 32Q: 3 clusters Score -1.42678e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120997 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -14267859.000000 Penalty: 5810.332031
	Iteration 33Q: 3 clusters Score -1.426786e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121067 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -14267929.000000 Penalty: 5810.332031
	Iteration 34Q: 3 clusters Score -1.426793e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121116 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14267949.000000 Penalty: 5810.332031
	Iteration 35Q: 3 clusters Score -1.426795e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121154 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14267964.000000 Penalty: 5810.332031
	Iteration 36Q: 3 clusters Score -1.426796e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14267987.000000 Penalty: 5810.332031
	Iteration 37Q: 3 clusters Score -1.426799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121197 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14268016.000000 Penalty: 5810.332031
	Iteration 38Q: 3 clusters Score -1.426802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -14268027.000000 Penalty: 5810.332031
	Iteration 39Q: 3 clusters Score -1.426803e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121238 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -14268038.000000 Penalty: 5810.332031
	Iteration 40F: 3 clusters Score -1.426804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121243 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14268076.000000 Penalty: 5810.332031
	Iteration 41Q: 3 clusters Score -1.426808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121252 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14268061.000000 Penalty: 5810.332031
	Iteration 42Q: 3 clusters Score -1.426806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -14268084.000000 Penalty: 5810.332031
	Iteration 43Q: 3 clusters Score -1.426808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121277 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -14268070.000000 Penalty: 5810.332031
	Iteration 44Q: 3 clusters Score -1.426807e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121292 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -14268071.000000 Penalty: 5810.332031
	Iteration 45Q: 3 clusters Score -1.426807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121298 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -14268078.000000 Penalty: 5810.332031
	Iteration 46Q: 3 clusters Score -1.426808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121304 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14268099.000000 Penalty: 5810.332031
	Iteration 47Q: 3 clusters Score -1.42681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -14268104.000000 Penalty: 5810.332031
	Iteration 48Q: 3 clusters Score -1.42681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121322 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -14268099.000000 Penalty: 5810.332031
	Iteration 49Q: 3 clusters Score -1.42681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14268116.000000 Penalty: 5810.332031
	Iteration 50Q: 3 clusters Score -1.426812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121343 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -14268125.000000 Penalty: 5810.332031
	Iteration 51Q: 3 clusters Score -1.426812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121352 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -14268121.000000 Penalty: 5810.332031
	Iteration 52Q: 3 clusters Score -1.426812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121362 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14268130.000000 Penalty: 5810.332031
	Iteration 53Q: 3 clusters Score -1.426813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121364 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14268142.000000 Penalty: 5810.332031
	Iteration 54Q: 3 clusters Score -1.426814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -14268131.000000 Penalty: 5810.332031
	Iteration 55Q: 3 clusters Score -1.426813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121364 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14268136.000000 Penalty: 5810.332031
	Iteration 56Q: 3 clusters Score -1.426814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14268138.000000 Penalty: 5810.332031
	Iteration 57Q: 3 clusters Score -1.426814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14268141.000000 Penalty: 5810.332031
	Iteration 58Q: 3 clusters Score -1.426814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121368 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -14268146.000000 Penalty: 5810.332031
	Iteration 59Q: 3 clusters Score -1.426815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121366 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14268140.000000 Penalty: 5810.332031
	Iteration 60F: 3 clusters Score -1.426814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121372 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14268147.000000 Penalty: 5810.332031
	Iteration 61Q: 3 clusters Score -1.426815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121372 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14268156.000000 Penalty: 5810.332031
	Iteration 62Q: 3 clusters Score -1.426816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14268148.000000 Penalty: 5810.332031
	Iteration 63Q: 3 clusters Score -1.426815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14268158.000000 Penalty: 5810.332031
	Iteration 64Q: 3 clusters Score -1.426816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121373 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14268158.000000 Penalty: 5810.332031
	Iteration 65F: 3 clusters Score -1.426816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Entering Unmasked Estep 
Score: -1627947.250000 Penalty: 2376.739502
	Iteration 0F: 2 clusters Score -1627947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1617433.625000 Penalty: 4753.479004
	Iteration 0F: 3 clusters Score -1617434 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1620709.375000 Penalty: 4753.479004
	Iteration 1F: 3 clusters Score -1620709 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1621108.500000 Penalty: 4753.479004
	Iteration 2F: 3 clusters Score -1621108 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1621441.875000 Penalty: 4753.479004
	Iteration 3F: 3 clusters Score -1621442 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1621767.250000 Penalty: 4753.479004
	Iteration 4Q: 3 clusters Score -1621767 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1622092.750000 Penalty: 4753.479004
	Iteration 5Q: 3 clusters Score -1622093 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1622455.500000 Penalty: 4753.479004
	Iteration 6Q: 3 clusters Score -1622456 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1622839.250000 Penalty: 4753.479004
	Iteration 7Q: 3 clusters Score -1622839 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1623266.125000 Penalty: 4753.479004
	Iteration 8Q: 3 clusters Score -1623266 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1623796.500000 Penalty: 4753.479004
	Iteration 9Q: 3 clusters Score -1623796 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1624399.625000 Penalty: 4753.479004
	Iteration 10Q: 3 clusters Score -1624400 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1624966.125000 Penalty: 4753.479004
	Iteration 11Q: 3 clusters Score -1624966 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1625436.250000 Penalty: 4753.479004
	Iteration 12Q: 3 clusters Score -1625436 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1625767.125000 Penalty: 4753.479004
	Iteration 13Q: 3 clusters Score -1625767 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1625946.750000 Penalty: 4753.479004
	Iteration 14Q: 3 clusters Score -1625947 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1626066.000000 Penalty: 4753.479004
	Iteration 15Q: 3 clusters Score -1626066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1626127.750000 Penalty: 4753.479004
	Iteration 16Q: 3 clusters Score -1626128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1626165.000000 Penalty: 4753.479004
	Iteration 17Q: 3 clusters Score -1626165 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1626194.500000 Penalty: 4753.479004
	Iteration 18Q: 3 clusters Score -1626194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1626218.375000 Penalty: 4753.479004
	Iteration 19Q: 3 clusters Score -1626218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1626237.000000 Penalty: 4753.479004
	Iteration 20F: 3 clusters Score -1626237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1626247.000000 Penalty: 4753.479004
	Iteration 21Q: 3 clusters Score -1626247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1626253.875000 Penalty: 4753.479004
	Iteration 22Q: 3 clusters Score -1626254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1626267.125000 Penalty: 4753.479004
	Iteration 23Q: 3 clusters Score -1626267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1626266.000000 Penalty: 4753.479004
	Iteration 24Q: 3 clusters Score -1626266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1626270.750000 Penalty: 4753.479004
	Iteration 25Q: 3 clusters Score -1626271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1626267.625000 Penalty: 4753.479004
	Iteration 26Q: 3 clusters Score -1626268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1626274.625000 Penalty: 4753.479004
	Iteration 27Q: 3 clusters Score -1626275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1626272.625000 Penalty: 4753.479004
	Iteration 28Q: 3 clusters Score -1626273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1626273.000000 Penalty: 4753.479004
	Iteration 29Q: 3 clusters Score -1626273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1626274.500000 Penalty: 4753.479004
	Iteration 30Q: 3 clusters Score -1626274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1626273.375000 Penalty: 4753.479004
	Iteration 31Q: 3 clusters Score -1626273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1626274.000000 Penalty: 4753.479004
	Iteration 32Q: 3 clusters Score -1626274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1626274.125000 Penalty: 4753.479004
	Iteration 33Q: 3 clusters Score -1626274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1626276.625000 Penalty: 4753.479004
	Iteration 34Q: 3 clusters Score -1626277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1626277.000000 Penalty: 4753.479004
	Iteration 35Q: 3 clusters Score -1626277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1626278.250000 Penalty: 4753.479004
	Iteration 36Q: 3 clusters Score -1626278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1626279.000000 Penalty: 4753.479004
	Iteration 37Q: 3 clusters Score -1626279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1626280.250000 Penalty: 4753.479004
	Iteration 38Q: 3 clusters Score -1626280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1626282.875000 Penalty: 4753.479004
	Iteration 39Q: 3 clusters Score -1626283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1626281.375000 Penalty: 4753.479004
	Iteration 40F: 3 clusters Score -1626281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1626281.500000 Penalty: 4753.479004
	Iteration 41Q: 3 clusters Score -1626282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1626281.500000 Penalty: 4753.479004
	Iteration 42F: 3 clusters Score -1626282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Entering Unmasked Estep 
Score: -2577909.250000 Penalty: 2485.076660
	Iteration 0F: 2 clusters Score -2577909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2562138.000000 Penalty: 4970.153320
	Iteration 0F: 3 clusters Score -2562138 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2567563.000000 Penalty: 4970.153320
	Iteration 1F: 3 clusters Score -2567563 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2568035.250000 Penalty: 4970.153320
	Iteration 2F: 3 clusters Score -2568035 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2568508.000000 Penalty: 4970.153320
	Iteration 3Q: 3 clusters Score -2568508 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2569055.500000 Penalty: 4970.153320
	Iteration 4Q: 3 clusters Score -2569056 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2569761.250000 Penalty: 4970.153320
	Iteration 5F: 3 clusters Score -2569761 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2570591.000000 Penalty: 4970.153320
	Iteration 6F: 3 clusters Score -2570591 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2571564.500000 Penalty: 4970.153320
	Iteration 7F: 3 clusters Score -2571564 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2572569.000000 Penalty: 4970.153320
	Iteration 8F: 3 clusters Score -2572569 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2573573.500000 Penalty: 4970.153320
	Iteration 9F: 3 clusters Score -2573574 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2574400.000000 Penalty: 4970.153320
	Iteration 10Q: 3 clusters Score -2574400 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2574990.000000 Penalty: 4970.153320
	Iteration 11Q: 3 clusters Score -2574990 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2575359.750000 Penalty: 4970.153320
	Iteration 12Q: 3 clusters Score -2575360 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2575594.250000 Penalty: 4970.153320
	Iteration 13Q: 3 clusters Score -2575594 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2575742.250000 Penalty: 4970.153320
	Iteration 14Q: 3 clusters Score -2575742 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2575831.750000 Penalty: 4970.153320
	Iteration 15Q: 3 clusters Score -2575832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2575874.250000 Penalty: 4970.153320
	Iteration 16Q: 3 clusters Score -2575874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2575903.000000 Penalty: 4970.153320
	Iteration 17Q: 3 clusters Score -2575903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2575931.250000 Penalty: 4970.153320
	Iteration 18Q: 3 clusters Score -2575931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2575948.250000 Penalty: 4970.153320
	Iteration 19Q: 3 clusters Score -2575948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2575965.500000 Penalty: 4970.153320
	Iteration 20F: 3 clusters Score -2575966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2575972.500000 Penalty: 4970.153320
	Iteration 21Q: 3 clusters Score -2575972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2575981.500000 Penalty: 4970.153320
	Iteration 22Q: 3 clusters Score -2575982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2575980.000000 Penalty: 4970.153320
	Iteration 23Q: 3 clusters Score -2575980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2575981.500000 Penalty: 4970.153320
	Iteration 24Q: 3 clusters Score -2575982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2575984.500000 Penalty: 4970.153320
	Iteration 25Q: 3 clusters Score -2575984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2575989.500000 Penalty: 4970.153320
	Iteration 26Q: 3 clusters Score -2575990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2575990.000000 Penalty: 4970.153320
	Iteration 27Q: 3 clusters Score -2575990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2575995.500000 Penalty: 4970.153320
	Iteration 28Q: 3 clusters Score -2575996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2575991.750000 Penalty: 4970.153320
	Iteration 29Q: 3 clusters Score -2575992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2575998.500000 Penalty: 4970.153320
	Iteration 30Q: 3 clusters Score -2575998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2576002.250000 Penalty: 4970.153320
	Iteration 31Q: 3 clusters Score -2576002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2576005.000000 Penalty: 4970.153320
	Iteration 32Q: 3 clusters Score -2576005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2576007.500000 Penalty: 4970.153320
	Iteration 33Q: 3 clusters Score -2576008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2576008.750000 Penalty: 4970.153320
	Iteration 34Q: 3 clusters Score -2576009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2576010.750000 Penalty: 4970.153320
	Iteration 35Q: 3 clusters Score -2576011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2576010.500000 Penalty: 4970.153320
	Iteration 36Q: 3 clusters Score -2576010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2576010.500000 Penalty: 4970.153320
	Iteration 37F: 3 clusters Score -2576010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -184022.984375 Penalty: 1848.626953
	Iteration 0F: 2 clusters Score -184023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -181559.640625 Penalty: 3697.253906
	Iteration 0F: 3 clusters Score -181559.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -181933.125000 Penalty: 3697.253906
	Iteration 1F: 3 clusters Score -181933.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -182054.046875 Penalty: 3697.253906
	Iteration 2F: 3 clusters Score -182054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -182127.203125 Penalty: 3697.253906
	Iteration 3Q: 3 clusters Score -182127.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -182172.546875 Penalty: 3697.253906
	Iteration 4Q: 3 clusters Score -182172.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -182194.593750 Penalty: 3697.253906
	Iteration 5Q: 3 clusters Score -182194.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -182208.625000 Penalty: 3697.253906
	Iteration 6Q: 3 clusters Score -182208.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -182216.500000 Penalty: 3697.253906
	Iteration 7Q: 3 clusters Score -182216.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182222.328125 Penalty: 3697.253906
	Iteration 8Q: 3 clusters Score -182222.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182234.875000 Penalty: 3697.253906
	Iteration 9Q: 3 clusters Score -182234.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182243.640625 Penalty: 3697.253906
	Iteration 10Q: 3 clusters Score -182243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182250.656250 Penalty: 3697.253906
	Iteration 11Q: 3 clusters Score -182250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182257.953125 Penalty: 3697.253906
	Iteration 12Q: 3 clusters Score -182258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -182260.484375 Penalty: 3697.253906
	Iteration 13Q: 3 clusters Score -182260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -182265.671875 Penalty: 3697.253906
	Iteration 14Q: 3 clusters Score -182265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -182270.125000 Penalty: 3697.253906
	Iteration 15Q: 3 clusters Score -182270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -182276.046875 Penalty: 3697.253906
	Iteration 16Q: 3 clusters Score -182276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -182281.656250 Penalty: 3697.253906
	Iteration 17Q: 3 clusters Score -182281.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -182291.421875 Penalty: 3697.253906
	Iteration 18Q: 3 clusters Score -182291.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -182300.187500 Penalty: 3697.253906
	Iteration 19Q: 3 clusters Score -182300.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -182304.656250 Penalty: 3697.253906
	Iteration 20F: 3 clusters Score -182304.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -182308.890625 Penalty: 3697.253906
	Iteration 21Q: 3 clusters Score -182308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182310.437500 Penalty: 3697.253906
	Iteration 22Q: 3 clusters Score -182310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -182312.828125 Penalty: 3697.253906
	Iteration 23Q: 3 clusters Score -182312.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -182316.062500 Penalty: 3697.253906
	Iteration 24Q: 3 clusters Score -182316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -182318.546875 Penalty: 3697.253906
	Iteration 25Q: 3 clusters Score -182318.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -182319.312500 Penalty: 3697.253906
	Iteration 26Q: 3 clusters Score -182319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -182319.968750 Penalty: 3697.253906
	Iteration 27Q: 3 clusters Score -182320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -182319.968750 Penalty: 3697.253906
	Iteration 28F: 3 clusters Score -182320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Entering Unmasked Estep 
Score: -5163843.000000 Penalty: 2677.564941
	Iteration 0F: 2 clusters Score -5163843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -5131025.500000 Penalty: 5355.129883
	Iteration 0F: 3 clusters Score -5131026 nChanged 22454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5144582.500000 Penalty: 5355.129883
	Iteration 1F: 3 clusters Score -5144582 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -5146860.500000 Penalty: 5355.129883
	Iteration 2F: 3 clusters Score -5146860 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -5149808.000000 Penalty: 5355.129883
	Iteration 3F: 3 clusters Score -5149808 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -5152458.500000 Penalty: 5355.129883
	Iteration 4F: 3 clusters Score -5152458 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -5154316.000000 Penalty: 5355.129883
	Iteration 5F: 3 clusters Score -5154316 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -5155607.000000 Penalty: 5355.129883
	Iteration 6F: 3 clusters Score -5155607 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5156402.000000 Penalty: 5355.129883
	Iteration 7Q: 3 clusters Score -5156402 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -5156913.000000 Penalty: 5355.129883
	Iteration 8Q: 3 clusters Score -5156913 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -5157406.500000 Penalty: 5355.129883
	Iteration 9Q: 3 clusters Score -5157406 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5157771.500000 Penalty: 5355.129883
	Iteration 10Q: 3 clusters Score -5157772 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -5158040.500000 Penalty: 5355.129883
	Iteration 11Q: 3 clusters Score -5158040 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -5158325.500000 Penalty: 5355.129883
	Iteration 12Q: 3 clusters Score -5158326 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -5158625.500000 Penalty: 5355.129883
	Iteration 13Q: 3 clusters Score -5158626 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -5158911.000000 Penalty: 5355.129883
	Iteration 14Q: 3 clusters Score -5158911 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -5159243.000000 Penalty: 5355.129883
	Iteration 15Q: 3 clusters Score -5159243 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -5159590.000000 Penalty: 5355.129883
	Iteration 16Q: 3 clusters Score -5159590 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -5159956.500000 Penalty: 5355.129883
	Iteration 17Q: 3 clusters Score -5159956 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5160371.000000 Penalty: 5355.129883
	Iteration 18Q: 3 clusters Score -5160371 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -5160726.500000 Penalty: 5355.129883
	Iteration 19Q: 3 clusters Score -5160726 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -5161144.000000 Penalty: 5355.129883
	Iteration 20F: 3 clusters Score -5161144 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -5161464.500000 Penalty: 5355.129883
	Iteration 21Q: 3 clusters Score -5161464 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -5161697.500000 Penalty: 5355.129883
	Iteration 22Q: 3 clusters Score -5161698 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -5161929.000000 Penalty: 5355.129883
	Iteration 23Q: 3 clusters Score -5161929 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -5162103.000000 Penalty: 5355.129883
	Iteration 24Q: 3 clusters Score -5162103 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -5162241.500000 Penalty: 5355.129883
	Iteration 25Q: 3 clusters Score -5162242 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -5162375.500000 Penalty: 5355.129883
	Iteration 26Q: 3 clusters Score -5162376 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -5162476.500000 Penalty: 5355.129883
	Iteration 27Q: 3 clusters Score -5162476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -5162554.000000 Penalty: 5355.129883
	Iteration 28Q: 3 clusters Score -5162554 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -5162640.500000 Penalty: 5355.129883
	Iteration 29Q: 3 clusters Score -5162640 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -5162714.500000 Penalty: 5355.129883
	Iteration 30Q: 3 clusters Score -5162714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -5162753.000000 Penalty: 5355.129883
	Iteration 31Q: 3 clusters Score -5162753 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -5162764.000000 Penalty: 5355.129883
	Iteration 32Q: 3 clusters Score -5162764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -5162792.500000 Penalty: 5355.129883
	Iteration 33Q: 3 clusters Score -5162792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5162821.000000 Penalty: 5355.129883
	Iteration 34Q: 3 clusters Score -5162821 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5162833.500000 Penalty: 5355.129883
	Iteration 35Q: 3 clusters Score -5162834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -5162858.000000 Penalty: 5355.129883
	Iteration 36Q: 3 clusters Score -5162858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5162862.500000 Penalty: 5355.129883
	Iteration 37Q: 3 clusters Score -5162862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -5162872.000000 Penalty: 5355.129883
	Iteration 38Q: 3 clusters Score -5162872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -5162885.000000 Penalty: 5355.129883
	Iteration 39Q: 3 clusters Score -5162885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -5162887.500000 Penalty: 5355.129883
	Iteration 40F: 3 clusters Score -5162888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -5162902.500000 Penalty: 5355.129883
	Iteration 41Q: 3 clusters Score -5162902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -5162896.000000 Penalty: 5355.129883
	Iteration 42Q: 3 clusters Score -5162896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -5162903.500000 Penalty: 5355.129883
	Iteration 43Q: 3 clusters Score -5162904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5162897.500000 Penalty: 5355.129883
	Iteration 44Q: 3 clusters Score -5162898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5162904.500000 Penalty: 5355.129883
	Iteration 45Q: 3 clusters Score -5162904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -5162917.500000 Penalty: 5355.129883
	Iteration 46Q: 3 clusters Score -5162918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -5162921.000000 Penalty: 5355.129883
	Iteration 47Q: 3 clusters Score -5162921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -5162924.000000 Penalty: 5355.129883
	Iteration 48Q: 3 clusters Score -5162924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -5162927.000000 Penalty: 5355.129883
	Iteration 49Q: 3 clusters Score -5162927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -5162924.000000 Penalty: 5355.129883
	Iteration 50Q: 3 clusters Score -5162924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -5162925.500000 Penalty: 5355.129883
	Iteration 51Q: 3 clusters Score -5162926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -5162935.500000 Penalty: 5355.129883
	Iteration 52Q: 3 clusters Score -5162936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -5162931.000000 Penalty: 5355.129883
	Iteration 53Q: 3 clusters Score -5162931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -5162933.000000 Penalty: 5355.129883
	Iteration 54Q: 3 clusters Score -5162933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -5162931.000000 Penalty: 5355.129883
	Iteration 55Q: 3 clusters Score -5162931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -5162928.500000 Penalty: 5355.129883
	Iteration 56Q: 3 clusters Score -5162928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -5162932.500000 Penalty: 5355.129883
	Iteration 57Q: 3 clusters Score -5162932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -5162933.500000 Penalty: 5355.129883
	Iteration 58Q: 3 clusters Score -5162934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -5162937.000000 Penalty: 5355.129883
	Iteration 59Q: 3 clusters Score -5162937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -5162946.500000 Penalty: 5355.129883
	Iteration 60F: 3 clusters Score -5162946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -5162941.000000 Penalty: 5355.129883
	Iteration 61Q: 3 clusters Score -5162941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -5162944.000000 Penalty: 5355.129883
	Iteration 62Q: 3 clusters Score -5162944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -5162947.000000 Penalty: 5355.129883
	Iteration 63Q: 3 clusters Score -5162947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -5162946.000000 Penalty: 5355.129883
	Iteration 64Q: 3 clusters Score -5162946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -5162947.000000 Penalty: 5355.129883
	Iteration 65Q: 3 clusters Score -5162947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -5162943.500000 Penalty: 5355.129883
	Iteration 66Q: 3 clusters Score -5162944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -5162947.500000 Penalty: 5355.129883
	Iteration 67Q: 3 clusters Score -5162948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -5162945.000000 Penalty: 5355.129883
	Iteration 68Q: 3 clusters Score -5162945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -5162945.000000 Penalty: 5355.129883
	Iteration 69F: 3 clusters Score -5162945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Entering Unmasked Estep 
Score: -1149637.750000 Penalty: 2308.364258
	Iteration 0F: 2 clusters Score -1149638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1141296.250000 Penalty: 4616.728516
	Iteration 0F: 3 clusters Score -1141296 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1143924.500000 Penalty: 4616.728516
	Iteration 1F: 3 clusters Score -1143924 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1144484.750000 Penalty: 4616.728516
	Iteration 2F: 3 clusters Score -1144485 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1144976.125000 Penalty: 4616.728516
	Iteration 3F: 3 clusters Score -1144976 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1145480.125000 Penalty: 4616.728516
	Iteration 4F: 3 clusters Score -1145480 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1145918.250000 Penalty: 4616.728516
	Iteration 5F: 3 clusters Score -1145918 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1146285.125000 Penalty: 4616.728516
	Iteration 6F: 3 clusters Score -1146285 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1146567.125000 Penalty: 4616.728516
	Iteration 7Q: 3 clusters Score -1146567 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1146818.375000 Penalty: 4616.728516
	Iteration 8Q: 3 clusters Score -1146818 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1147061.750000 Penalty: 4616.728516
	Iteration 9Q: 3 clusters Score -1147062 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1147267.875000 Penalty: 4616.728516
	Iteration 10Q: 3 clusters Score -1147268 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1147443.625000 Penalty: 4616.728516
	Iteration 11Q: 3 clusters Score -1147444 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1147572.250000 Penalty: 4616.728516
	Iteration 12Q: 3 clusters Score -1147572 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1147687.250000 Penalty: 4616.728516
	Iteration 13Q: 3 clusters Score -1147687 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1147764.750000 Penalty: 4616.728516
	Iteration 14Q: 3 clusters Score -1147765 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1147817.250000 Penalty: 4616.728516
	Iteration 15Q: 3 clusters Score -1147817 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1147862.250000 Penalty: 4616.728516
	Iteration 16Q: 3 clusters Score -1147862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1147904.750000 Penalty: 4616.728516
	Iteration 17Q: 3 clusters Score -1147905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1147923.000000 Penalty: 4616.728516
	Iteration 18Q: 3 clusters Score -1147923 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1147935.125000 Penalty: 4616.728516
	Iteration 19Q: 3 clusters Score -1147935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1147948.000000 Penalty: 4616.728516
	Iteration 20F: 3 clusters Score -1147948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1147952.000000 Penalty: 4616.728516
	Iteration 21Q: 3 clusters Score -1147952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1147957.000000 Penalty: 4616.728516
	Iteration 22Q: 3 clusters Score -1147957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1147959.375000 Penalty: 4616.728516
	Iteration 23Q: 3 clusters Score -1147959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1147966.000000 Penalty: 4616.728516
	Iteration 24Q: 3 clusters Score -1147966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1147970.750000 Penalty: 4616.728516
	Iteration 25Q: 3 clusters Score -1147971 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1147971.625000 Penalty: 4616.728516
	Iteration 26Q: 3 clusters Score -1147972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1147976.125000 Penalty: 4616.728516
	Iteration 27Q: 3 clusters Score -1147976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1147978.375000 Penalty: 4616.728516
	Iteration 28Q: 3 clusters Score -1147978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1147987.125000 Penalty: 4616.728516
	Iteration 29Q: 3 clusters Score -1147987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1147991.500000 Penalty: 4616.728516
	Iteration 30Q: 3 clusters Score -1147992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1147998.875000 Penalty: 4616.728516
	Iteration 31Q: 3 clusters Score -1147999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1148000.375000 Penalty: 4616.728516
	Iteration 32Q: 3 clusters Score -1148000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1148002.125000 Penalty: 4616.728516
	Iteration 33Q: 3 clusters Score -1148002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1148006.000000 Penalty: 4616.728516
	Iteration 34Q: 3 clusters Score -1148006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1148007.875000 Penalty: 4616.728516
	Iteration 35Q: 3 clusters Score -1148008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1148010.750000 Penalty: 4616.728516
	Iteration 36Q: 3 clusters Score -1148011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1148010.625000 Penalty: 4616.728516
	Iteration 37Q: 3 clusters Score -1148011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1148014.000000 Penalty: 4616.728516
	Iteration 38Q: 3 clusters Score -1148014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1148015.500000 Penalty: 4616.728516
	Iteration 39Q: 3 clusters Score -1148016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1148015.500000 Penalty: 4616.728516
	Iteration 40F: 3 clusters Score -1148016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1148017.875000 Penalty: 4616.728516
	Iteration 41Q: 3 clusters Score -1148018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1148020.125000 Penalty: 4616.728516
	Iteration 42Q: 3 clusters Score -1148020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1148018.875000 Penalty: 4616.728516
	Iteration 43Q: 3 clusters Score -1148019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1148018.000000 Penalty: 4616.728516
	Iteration 44Q: 3 clusters Score -1148018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1148018.625000 Penalty: 4616.728516
	Iteration 45Q: 3 clusters Score -1148019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1148018.625000 Penalty: 4616.728516
	Iteration 46F: 3 clusters Score -1148019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -1217236.125000 Penalty: 2305.536621
	Iteration 0F: 2 clusters Score -1217236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1208966.250000 Penalty: 4611.073242
	Iteration 0F: 3 clusters Score -1208966 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1211477.750000 Penalty: 4611.073242
	Iteration 1F: 3 clusters Score -1211478 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1211763.125000 Penalty: 4611.073242
	Iteration 2F: 3 clusters Score -1211763 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1211973.500000 Penalty: 4611.073242
	Iteration 3Q: 3 clusters Score -1211974 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1212168.375000 Penalty: 4611.073242
	Iteration 4Q: 3 clusters Score -1212168 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1212332.375000 Penalty: 4611.073242
	Iteration 5Q: 3 clusters Score -1212332 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1212488.500000 Penalty: 4611.073242
	Iteration 6Q: 3 clusters Score -1212488 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1212665.625000 Penalty: 4611.073242
	Iteration 7Q: 3 clusters Score -1212666 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1212843.125000 Penalty: 4611.073242
	Iteration 8Q: 3 clusters Score -1212843 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1213012.500000 Penalty: 4611.073242
	Iteration 9Q: 3 clusters Score -1213012 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1213169.750000 Penalty: 4611.073242
	Iteration 10Q: 3 clusters Score -1213170 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1213307.125000 Penalty: 4611.073242
	Iteration 11Q: 3 clusters Score -1213307 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1213469.500000 Penalty: 4611.073242
	Iteration 12Q: 3 clusters Score -1213470 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1213619.000000 Penalty: 4611.073242
	Iteration 13Q: 3 clusters Score -1213619 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1213746.625000 Penalty: 4611.073242
	Iteration 14Q: 3 clusters Score -1213747 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1213866.500000 Penalty: 4611.073242
	Iteration 15Q: 3 clusters Score -1213866 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1213958.000000 Penalty: 4611.073242
	Iteration 16Q: 3 clusters Score -1213958 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1214035.750000 Penalty: 4611.073242
	Iteration 17Q: 3 clusters Score -1214036 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1214112.250000 Penalty: 4611.073242
	Iteration 18Q: 3 clusters Score -1214112 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1214172.125000 Penalty: 4611.073242
	Iteration 19Q: 3 clusters Score -1214172 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1214213.500000 Penalty: 4611.073242
	Iteration 20F: 3 clusters Score -1214214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1214258.625000 Penalty: 4611.073242
	Iteration 21Q: 3 clusters Score -1214259 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1214301.375000 Penalty: 4611.073242
	Iteration 22Q: 3 clusters Score -1214301 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1214354.125000 Penalty: 4611.073242
	Iteration 23Q: 3 clusters Score -1214354 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1214412.375000 Penalty: 4611.073242
	Iteration 24Q: 3 clusters Score -1214412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1214471.625000 Penalty: 4611.073242
	Iteration 25Q: 3 clusters Score -1214472 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1214526.750000 Penalty: 4611.073242
	Iteration 26Q: 3 clusters Score -1214527 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1214605.000000 Penalty: 4611.073242
	Iteration 27Q: 3 clusters Score -1214605 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1214673.125000 Penalty: 4611.073242
	Iteration 28Q: 3 clusters Score -1214673 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1214737.250000 Penalty: 4611.073242
	Iteration 29Q: 3 clusters Score -1214737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1214794.750000 Penalty: 4611.073242
	Iteration 30Q: 3 clusters Score -1214795 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1214851.375000 Penalty: 4611.073242
	Iteration 31Q: 3 clusters Score -1214851 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1214900.500000 Penalty: 4611.073242
	Iteration 32Q: 3 clusters Score -1214900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1214948.625000 Penalty: 4611.073242
	Iteration 33Q: 3 clusters Score -1214949 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1215008.625000 Penalty: 4611.073242
	Iteration 34Q: 3 clusters Score -1215009 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1215062.875000 Penalty: 4611.073242
	Iteration 35Q: 3 clusters Score -1215063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1215102.625000 Penalty: 4611.073242
	Iteration 36Q: 3 clusters Score -1215103 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1215142.250000 Penalty: 4611.073242
	Iteration 37Q: 3 clusters Score -1215142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1215182.625000 Penalty: 4611.073242
	Iteration 38Q: 3 clusters Score -1215183 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1215231.750000 Penalty: 4611.073242
	Iteration 39Q: 3 clusters Score -1215232 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1215283.375000 Penalty: 4611.073242
	Iteration 40F: 3 clusters Score -1215283 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1215339.375000 Penalty: 4611.073242
	Iteration 41Q: 3 clusters Score -1215339 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1215384.750000 Penalty: 4611.073242
	Iteration 42Q: 3 clusters Score -1215385 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1215415.625000 Penalty: 4611.073242
	Iteration 43Q: 3 clusters Score -1215416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1215434.250000 Penalty: 4611.073242
	Iteration 44Q: 3 clusters Score -1215434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1215446.875000 Penalty: 4611.073242
	Iteration 45Q: 3 clusters Score -1215447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1215461.875000 Penalty: 4611.073242
	Iteration 46Q: 3 clusters Score -1215462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1215471.500000 Penalty: 4611.073242
	Iteration 47Q: 3 clusters Score -1215472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1215475.875000 Penalty: 4611.073242
	Iteration 48Q: 3 clusters Score -1215476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1215480.250000 Penalty: 4611.073242
	Iteration 49Q: 3 clusters Score -1215480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1215485.625000 Penalty: 4611.073242
	Iteration 50Q: 3 clusters Score -1215486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1215488.000000 Penalty: 4611.073242
	Iteration 51Q: 3 clusters Score -1215488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1215494.000000 Penalty: 4611.073242
	Iteration 52Q: 3 clusters Score -1215494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1215498.000000 Penalty: 4611.073242
	Iteration 53Q: 3 clusters Score -1215498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1215501.625000 Penalty: 4611.073242
	Iteration 54Q: 3 clusters Score -1215502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1215501.000000 Penalty: 4611.073242
	Iteration 55Q: 3 clusters Score -1215501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1215506.375000 Penalty: 4611.073242
	Iteration 56Q: 3 clusters Score -1215506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1215508.125000 Penalty: 4611.073242
	Iteration 57Q: 3 clusters Score -1215508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1215509.375000 Penalty: 4611.073242
	Iteration 58Q: 3 clusters Score -1215509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1215511.500000 Penalty: 4611.073242
	Iteration 59Q: 3 clusters Score -1215512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1215513.375000 Penalty: 4611.073242
	Iteration 60F: 3 clusters Score -1215513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (105583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Entering Unmasked Estep 
Score: -12501018.000000 Penalty: 2868.678711
	Iteration 0F: 2 clusters Score -1.250102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -12430398.000000 Penalty: 5737.357422
	Iteration 0F: 3 clusters Score -1.24304e+07 nChanged 50088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -12459118.000000 Penalty: 5737.357422
	Iteration 1F: 3 clusters Score -1.245912e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54671 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -12460182.000000 Penalty: 5737.357422
	Iteration 2Q: 3 clusters Score -1.246018e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55325 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -12461468.000000 Penalty: 5737.357422
	Iteration 3Q: 3 clusters Score -1.246147e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -12463245.000000 Penalty: 5737.357422
	Iteration 4Q: 3 clusters Score -1.246324e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -12465480.000000 Penalty: 5737.357422
	Iteration 5Q: 3 clusters Score -1.246548e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -12468281.000000 Penalty: 5737.357422
	Iteration 6F: 3 clusters Score -1.246828e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -12471398.000000 Penalty: 5737.357422
	Iteration 7F: 3 clusters Score -1.24714e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -12474580.000000 Penalty: 5737.357422
	Iteration 8F: 3 clusters Score -1.247458e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -12477496.000000 Penalty: 5737.357422
	Iteration 9F: 3 clusters Score -1.24775e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -12480035.000000 Penalty: 5737.357422
	Iteration 10Q: 3 clusters Score -1.248004e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -12482111.000000 Penalty: 5737.357422
	Iteration 11Q: 3 clusters Score -1.248211e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -12483946.000000 Penalty: 5737.357422
	Iteration 12Q: 3 clusters Score -1.248395e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74947 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -12485656.000000 Penalty: 5737.357422
	Iteration 13Q: 3 clusters Score -1.248566e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -12487175.000000 Penalty: 5737.357422
	Iteration 14Q: 3 clusters Score -1.248718e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81157 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -12488655.000000 Penalty: 5737.357422
	Iteration 15Q: 3 clusters Score -1.248866e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -12490106.000000 Penalty: 5737.357422
	Iteration 16Q: 3 clusters Score -1.249011e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -12491513.000000 Penalty: 5737.357422
	Iteration 17Q: 3 clusters Score -1.249151e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89839 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -12492898.000000 Penalty: 5737.357422
	Iteration 18Q: 3 clusters Score -1.24929e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -12494103.000000 Penalty: 5737.357422
	Iteration 19Q: 3 clusters Score -1.24941e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -12495193.000000 Penalty: 5737.357422
	Iteration 20F: 3 clusters Score -1.249519e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96529 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -12496061.000000 Penalty: 5737.357422
	Iteration 21Q: 3 clusters Score -1.249606e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -12496830.000000 Penalty: 5737.357422
	Iteration 22Q: 3 clusters Score -1.249683e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99363 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -12497471.000000 Penalty: 5737.357422
	Iteration 23Q: 3 clusters Score -1.249747e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100334 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -12497842.000000 Penalty: 5737.357422
	Iteration 24Q: 3 clusters Score -1.249784e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -12498183.000000 Penalty: 5737.357422
	Iteration 25Q: 3 clusters Score -1.249818e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -12498411.000000 Penalty: 5737.357422
	Iteration 26Q: 3 clusters Score -1.249841e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -12498635.000000 Penalty: 5737.357422
	Iteration 27Q: 3 clusters Score -1.249864e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102321 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -12498755.000000 Penalty: 5737.357422
	Iteration 28Q: 3 clusters Score -1.249876e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102536 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -12498860.000000 Penalty: 5737.357422
	Iteration 29Q: 3 clusters Score -1.249886e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -12498918.000000 Penalty: 5737.357422
	Iteration 30Q: 3 clusters Score -1.249892e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -12498959.000000 Penalty: 5737.357422
	Iteration 31Q: 3 clusters Score -1.249896e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102909 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -12498994.000000 Penalty: 5737.357422
	Iteration 32Q: 3 clusters Score -1.249899e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102986 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -12499015.000000 Penalty: 5737.357422
	Iteration 33Q: 3 clusters Score -1.249902e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -12499034.000000 Penalty: 5737.357422
	Iteration 34Q: 3 clusters Score -1.249903e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -12499050.000000 Penalty: 5737.357422
	Iteration 35Q: 3 clusters Score -1.249905e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12499070.000000 Penalty: 5737.357422
	Iteration 36Q: 3 clusters Score -1.249907e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103198 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -12499104.000000 Penalty: 5737.357422
	Iteration 37Q: 3 clusters Score -1.24991e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -12499111.000000 Penalty: 5737.357422
	Iteration 38Q: 3 clusters Score -1.249911e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103262 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -12499096.000000 Penalty: 5737.357422
	Iteration 39Q: 3 clusters Score -1.24991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103298 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -12499121.000000 Penalty: 5737.357422
	Iteration 40F: 3 clusters Score -1.249912e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103317 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12499142.000000 Penalty: 5737.357422
	Iteration 41Q: 3 clusters Score -1.249914e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -12499127.000000 Penalty: 5737.357422
	Iteration 42Q: 3 clusters Score -1.249913e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103353 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -12499148.000000 Penalty: 5737.357422
	Iteration 43Q: 3 clusters Score -1.249915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103373 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -12499163.000000 Penalty: 5737.357422
	Iteration 44Q: 3 clusters Score -1.249916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -12499172.000000 Penalty: 5737.357422
	Iteration 45Q: 3 clusters Score -1.249917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -12499176.000000 Penalty: 5737.357422
	Iteration 46Q: 3 clusters Score -1.249918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -12499170.000000 Penalty: 5737.357422
	Iteration 47Q: 3 clusters Score -1.249917e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103435 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -12499169.000000 Penalty: 5737.357422
	Iteration 48Q: 3 clusters Score -1.249917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -12499171.000000 Penalty: 5737.357422
	Iteration 49Q: 3 clusters Score -1.249917e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103456 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -12499183.000000 Penalty: 5737.357422
	Iteration 50Q: 3 clusters Score -1.249918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -12499175.000000 Penalty: 5737.357422
	Iteration 51Q: 3 clusters Score -1.249918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103463 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -12499182.000000 Penalty: 5737.357422
	Iteration 52Q: 3 clusters Score -1.249918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12499183.000000 Penalty: 5737.357422
	Iteration 53Q: 3 clusters Score -1.249918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103474 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -12499194.000000 Penalty: 5737.357422
	Iteration 54Q: 3 clusters Score -1.249919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12499190.000000 Penalty: 5737.357422
	Iteration 55Q: 3 clusters Score -1.249919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103493 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -12499199.000000 Penalty: 5737.357422
	Iteration 56Q: 3 clusters Score -1.24992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103501 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -12499196.000000 Penalty: 5737.357422
	Iteration 57Q: 3 clusters Score -1.24992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -12499195.000000 Penalty: 5737.357422
	Iteration 58Q: 3 clusters Score -1.24992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12499202.000000 Penalty: 5737.357422
	Iteration 59Q: 3 clusters Score -1.24992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103513 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -12499191.000000 Penalty: 5737.357422
	Iteration 60F: 3 clusters Score -1.249919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12499195.000000 Penalty: 5737.357422
	Iteration 61Q: 3 clusters Score -1.24992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -12499203.000000 Penalty: 5737.357422
	Iteration 62Q: 3 clusters Score -1.24992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103515 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -12499209.000000 Penalty: 5737.357422
	Iteration 63Q: 3 clusters Score -1.249921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103520 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -12499214.000000 Penalty: 5737.357422
	Iteration 64Q: 3 clusters Score -1.249921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103523 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12499209.000000 Penalty: 5737.357422
	Iteration 65Q: 3 clusters Score -1.249921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -12499211.000000 Penalty: 5737.357422
	Iteration 66Q: 3 clusters Score -1.249921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12499214.000000 Penalty: 5737.357422
	Iteration 67Q: 3 clusters Score -1.249921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -12499198.000000 Penalty: 5737.357422
	Iteration 68Q: 3 clusters Score -1.24992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12499210.000000 Penalty: 5737.357422
	Iteration 69Q: 3 clusters Score -1.249921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103526 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -12499212.000000 Penalty: 5737.357422
	Iteration 70Q: 3 clusters Score -1.249921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103527 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -12499211.000000 Penalty: 5737.357422
	Iteration 71Q: 3 clusters Score -1.249921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -12499220.000000 Penalty: 5737.357422
	Iteration 72Q: 3 clusters Score -1.249922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -12499216.000000 Penalty: 5737.357422
	Iteration 73Q: 3 clusters Score -1.249922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12499218.000000 Penalty: 5737.357422
	Iteration 74Q: 3 clusters Score -1.249922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -12499218.000000 Penalty: 5737.357422
	Iteration 75F: 3 clusters Score -1.249922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -429407.781250 Penalty: 2046.542114
	Iteration 0F: 2 clusters Score -429407.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -425609.500000 Penalty: 4093.084229
	Iteration 0F: 3 clusters Score -425609.5 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -426575.281250 Penalty: 4093.084229
	Iteration 1F: 3 clusters Score -426575.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -426860.687500 Penalty: 4093.084229
	Iteration 2F: 3 clusters Score -426860.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -427050.031250 Penalty: 4093.084229
	Iteration 3F: 3 clusters Score -427050 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -427218.687500 Penalty: 4093.084229
	Iteration 4F: 3 clusters Score -427218.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -427348.312500 Penalty: 4093.084229
	Iteration 5Q: 3 clusters Score -427348.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -427450.656250 Penalty: 4093.084229
	Iteration 6Q: 3 clusters Score -427450.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -427555.687500 Penalty: 4093.084229
	Iteration 7Q: 3 clusters Score -427555.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -427672.781250 Penalty: 4093.084229
	Iteration 8Q: 3 clusters Score -427672.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -427797.531250 Penalty: 4093.084229
	Iteration 9Q: 3 clusters Score -427797.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -427900.000000 Penalty: 4093.084229
	Iteration 10Q: 3 clusters Score -427900 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -427985.156250 Penalty: 4093.084229
	Iteration 11Q: 3 clusters Score -427985.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -428053.968750 Penalty: 4093.084229
	Iteration 12Q: 3 clusters Score -428054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -428111.281250 Penalty: 4093.084229
	Iteration 13Q: 3 clusters Score -428111.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -428144.031250 Penalty: 4093.084229
	Iteration 14Q: 3 clusters Score -428144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -428166.375000 Penalty: 4093.084229
	Iteration 15Q: 3 clusters Score -428166.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -428186.281250 Penalty: 4093.084229
	Iteration 16Q: 3 clusters Score -428186.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -428201.562500 Penalty: 4093.084229
	Iteration 17Q: 3 clusters Score -428201.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -428214.281250 Penalty: 4093.084229
	Iteration 18Q: 3 clusters Score -428214.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -428223.406250 Penalty: 4093.084229
	Iteration 19Q: 3 clusters Score -428223.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -428229.250000 Penalty: 4093.084229
	Iteration 20F: 3 clusters Score -428229.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -428235.031250 Penalty: 4093.084229
	Iteration 21Q: 3 clusters Score -428235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -428239.781250 Penalty: 4093.084229
	Iteration 22Q: 3 clusters Score -428239.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -428244.875000 Penalty: 4093.084229
	Iteration 23Q: 3 clusters Score -428244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -428247.718750 Penalty: 4093.084229
	Iteration 24Q: 3 clusters Score -428247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -428251.968750 Penalty: 4093.084229
	Iteration 25Q: 3 clusters Score -428252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -428254.906250 Penalty: 4093.084229
	Iteration 26Q: 3 clusters Score -428254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -428255.937500 Penalty: 4093.084229
	Iteration 27Q: 3 clusters Score -428255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -428255.937500 Penalty: 4093.084229
	Iteration 28F: 3 clusters Score -428255.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Entering Unmasked Estep 
Score: -934850.125000 Penalty: 2246.125244
	Iteration 0F: 2 clusters Score -934850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -928138.812500 Penalty: 4492.250488
	Iteration 0F: 3 clusters Score -928138.8 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -930062.812500 Penalty: 4492.250488
	Iteration 1F: 3 clusters Score -930062.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -930407.000000 Penalty: 4492.250488
	Iteration 2F: 3 clusters Score -930407 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -930679.687500 Penalty: 4492.250488
	Iteration 3F: 3 clusters Score -930679.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -930962.562500 Penalty: 4492.250488
	Iteration 4F: 3 clusters Score -930962.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -931320.875000 Penalty: 4492.250488
	Iteration 5F: 3 clusters Score -931320.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -931791.125000 Penalty: 4492.250488
	Iteration 6F: 3 clusters Score -931791.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -932280.812500 Penalty: 4492.250488
	Iteration 7F: 3 clusters Score -932280.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -932695.375000 Penalty: 4492.250488
	Iteration 8F: 3 clusters Score -932695.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -932985.000000 Penalty: 4492.250488
	Iteration 9Q: 3 clusters Score -932985 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -933189.937500 Penalty: 4492.250488
	Iteration 10Q: 3 clusters Score -933189.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -933330.187500 Penalty: 4492.250488
	Iteration 11Q: 3 clusters Score -933330.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -933444.187500 Penalty: 4492.250488
	Iteration 12Q: 3 clusters Score -933444.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -933563.250000 Penalty: 4492.250488
	Iteration 13Q: 3 clusters Score -933563.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -933706.625000 Penalty: 4492.250488
	Iteration 14Q: 3 clusters Score -933706.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -933868.375000 Penalty: 4492.250488
	Iteration 15Q: 3 clusters Score -933868.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -934025.812500 Penalty: 4492.250488
	Iteration 16Q: 3 clusters Score -934025.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -934164.812500 Penalty: 4492.250488
	Iteration 17Q: 3 clusters Score -934164.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -934264.750000 Penalty: 4492.250488
	Iteration 18Q: 3 clusters Score -934264.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -934328.125000 Penalty: 4492.250488
	Iteration 19Q: 3 clusters Score -934328.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -934355.937500 Penalty: 4492.250488
	Iteration 20F: 3 clusters Score -934355.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -934370.937500 Penalty: 4492.250488
	Iteration 21Q: 3 clusters Score -934370.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -934376.750000 Penalty: 4492.250488
	Iteration 22Q: 3 clusters Score -934376.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -934384.812500 Penalty: 4492.250488
	Iteration 23Q: 3 clusters Score -934384.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -934387.375000 Penalty: 4492.250488
	Iteration 24Q: 3 clusters Score -934387.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -934393.125000 Penalty: 4492.250488
	Iteration 25Q: 3 clusters Score -934393.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -934402.187500 Penalty: 4492.250488
	Iteration 26Q: 3 clusters Score -934402.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -934408.687500 Penalty: 4492.250488
	Iteration 27Q: 3 clusters Score -934408.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -934413.687500 Penalty: 4492.250488
	Iteration 28Q: 3 clusters Score -934413.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -934417.250000 Penalty: 4492.250488
	Iteration 29Q: 3 clusters Score -934417.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -934420.125000 Penalty: 4492.250488
	Iteration 30Q: 3 clusters Score -934420.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -934428.125000 Penalty: 4492.250488
	Iteration 31Q: 3 clusters Score -934428.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -934426.562500 Penalty: 4492.250488
	Iteration 32Q: 3 clusters Score -934426.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -934433.625000 Penalty: 4492.250488
	Iteration 33Q: 3 clusters Score -934433.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -934437.812500 Penalty: 4492.250488
	Iteration 34Q: 3 clusters Score -934437.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -934442.437500 Penalty: 4492.250488
	Iteration 35Q: 3 clusters Score -934442.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -934443.250000 Penalty: 4492.250488
	Iteration 36Q: 3 clusters Score -934443.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -934447.000000 Penalty: 4492.250488
	Iteration 37Q: 3 clusters Score -934447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -934451.875000 Penalty: 4492.250488
	Iteration 38Q: 3 clusters Score -934451.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -934456.062500 Penalty: 4492.250488
	Iteration 39Q: 3 clusters Score -934456.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -934456.750000 Penalty: 4492.250488
	Iteration 40F: 3 clusters Score -934456.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -934457.625000 Penalty: 4492.250488
	Iteration 41Q: 3 clusters Score -934457.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -934460.375000 Penalty: 4492.250488
	Iteration 42Q: 3 clusters Score -934460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -934462.687500 Penalty: 4492.250488
	Iteration 43Q: 3 clusters Score -934462.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -934463.312500 Penalty: 4492.250488
	Iteration 44Q: 3 clusters Score -934463.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -934462.562500 Penalty: 4492.250488
	Iteration 45Q: 3 clusters Score -934462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -934461.937500 Penalty: 4492.250488
	Iteration 46Q: 3 clusters Score -934461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -934461.687500 Penalty: 4492.250488
	Iteration 47Q: 3 clusters Score -934461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -934462.375000 Penalty: 4492.250488
	Iteration 48Q: 3 clusters Score -934462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -934461.687500 Penalty: 4492.250488
	Iteration 49Q: 3 clusters Score -934461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -934464.437500 Penalty: 4492.250488
	Iteration 50Q: 3 clusters Score -934464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -934465.250000 Penalty: 4492.250488
	Iteration 51Q: 3 clusters Score -934465.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -934465.250000 Penalty: 4492.250488
	Iteration 52F: 3 clusters Score -934465.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63392.390625 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63392.39 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63678.078125 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63678.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63887.417969 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -63887.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64020.621094 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -64020.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64060.230469 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -64060.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64109.781250 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -64109.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64157.953125 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -64157.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64216.089844 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -64216.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64266.351562 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -64266.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64298.199219 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -64298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64318.082031 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64318.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64321.039062 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64321.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64323.875000 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64323.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -64323.875000 Penalty: 3199.433350
	Iteration 13F: 3 clusters Score -64323.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -167145.812500 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -167145.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -164811.531250 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -164811.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -165211.140625 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -165211.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -165352.843750 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -165352.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -165438.984375 Penalty: 3642.660156
	Iteration 3Q: 3 clusters Score -165439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165502.500000 Penalty: 3642.660156
	Iteration 4Q: 3 clusters Score -165502.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -165552.421875 Penalty: 3642.660156
	Iteration 5Q: 3 clusters Score -165552.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165595.625000 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -165595.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -165630.687500 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -165630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -165663.218750 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -165663.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -165715.609375 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -165715.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -165747.062500 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -165747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -165758.828125 Penalty: 3642.660156
	Iteration 11Q: 3 clusters Score -165758.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -165766.078125 Penalty: 3642.660156
	Iteration 12Q: 3 clusters Score -165766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -165769.546875 Penalty: 3642.660156
	Iteration 13Q: 3 clusters Score -165769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -165773.078125 Penalty: 3642.660156
	Iteration 14Q: 3 clusters Score -165773.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -165777.125000 Penalty: 3642.660156
	Iteration 15Q: 3 clusters Score -165777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -165782.953125 Penalty: 3642.660156
	Iteration 16Q: 3 clusters Score -165783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -165784.562500 Penalty: 3642.660156
	Iteration 17Q: 3 clusters Score -165784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -165785.406250 Penalty: 3642.660156
	Iteration 18Q: 3 clusters Score -165785.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -165786.265625 Penalty: 3642.660156
	Iteration 19Q: 3 clusters Score -165786.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -165787.609375 Penalty: 3642.660156
	Iteration 20F: 3 clusters Score -165787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (37628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Entering Unmasked Estep 
Score: -4411373.000000 Penalty: 2612.804932
	Iteration 0F: 2 clusters Score -4411373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -4385765.500000 Penalty: 5225.609863
	Iteration 0F: 3 clusters Score -4385766 nChanged 17230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4395099.500000 Penalty: 5225.609863
	Iteration 1F: 3 clusters Score -4395100 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4395624.000000 Penalty: 5225.609863
	Iteration 2Q: 3 clusters Score -4395624 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -4396029.500000 Penalty: 5225.609863
	Iteration 3Q: 3 clusters Score -4396030 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4396435.500000 Penalty: 5225.609863
	Iteration 4Q: 3 clusters Score -4396436 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4396975.000000 Penalty: 5225.609863
	Iteration 5Q: 3 clusters Score -4396975 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -4397642.000000 Penalty: 5225.609863
	Iteration 6Q: 3 clusters Score -4397642 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4398581.500000 Penalty: 5225.609863
	Iteration 7Q: 3 clusters Score -4398582 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -4399955.500000 Penalty: 5225.609863
	Iteration 8F: 3 clusters Score -4399956 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -4401879.500000 Penalty: 5225.609863
	Iteration 9F: 3 clusters Score -4401880 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -4404001.000000 Penalty: 5225.609863
	Iteration 10F: 3 clusters Score -4404001 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4405877.500000 Penalty: 5225.609863
	Iteration 11F: 3 clusters Score -4405878 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -4407243.500000 Penalty: 5225.609863
	Iteration 12Q: 3 clusters Score -4407244 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4407960.000000 Penalty: 5225.609863
	Iteration 13Q: 3 clusters Score -4407960 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -4408360.000000 Penalty: 5225.609863
	Iteration 14Q: 3 clusters Score -4408360 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4408630.500000 Penalty: 5225.609863
	Iteration 15Q: 3 clusters Score -4408630 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4408901.500000 Penalty: 5225.609863
	Iteration 16Q: 3 clusters Score -4408902 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4409160.500000 Penalty: 5225.609863
	Iteration 17Q: 3 clusters Score -4409160 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4409347.500000 Penalty: 5225.609863
	Iteration 18Q: 3 clusters Score -4409348 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -4409509.500000 Penalty: 5225.609863
	Iteration 19Q: 3 clusters Score -4409510 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4409619.000000 Penalty: 5225.609863
	Iteration 20F: 3 clusters Score -4409619 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -4409705.500000 Penalty: 5225.609863
	Iteration 21Q: 3 clusters Score -4409706 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -4409759.500000 Penalty: 5225.609863
	Iteration 22Q: 3 clusters Score -4409760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -4409798.000000 Penalty: 5225.609863
	Iteration 23Q: 3 clusters Score -4409798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4409801.000000 Penalty: 5225.609863
	Iteration 24Q: 3 clusters Score -4409801 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4409816.500000 Penalty: 5225.609863
	Iteration 25Q: 3 clusters Score -4409816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -4409834.000000 Penalty: 5225.609863
	Iteration 26Q: 3 clusters Score -4409834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4409840.500000 Penalty: 5225.609863
	Iteration 27Q: 3 clusters Score -4409840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -4409843.500000 Penalty: 5225.609863
	Iteration 28Q: 3 clusters Score -4409844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4409845.000000 Penalty: 5225.609863
	Iteration 29Q: 3 clusters Score -4409845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4409847.000000 Penalty: 5225.609863
	Iteration 30Q: 3 clusters Score -4409847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -4409849.000000 Penalty: 5225.609863
	Iteration 31Q: 3 clusters Score -4409849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -4409851.000000 Penalty: 5225.609863
	Iteration 32Q: 3 clusters Score -4409851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4409841.000000 Penalty: 5225.609863
	Iteration 33Q: 3 clusters Score -4409841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4409845.000000 Penalty: 5225.609863
	Iteration 34Q: 3 clusters Score -4409845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4409850.500000 Penalty: 5225.609863
	Iteration 35Q: 3 clusters Score -4409850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4409853.000000 Penalty: 5225.609863
	Iteration 36Q: 3 clusters Score -4409853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4409844.000000 Penalty: 5225.609863
	Iteration 37Q: 3 clusters Score -4409844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4409840.000000 Penalty: 5225.609863
	Iteration 38Q: 3 clusters Score -4409840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -4409842.500000 Penalty: 5225.609863
	Iteration 39Q: 3 clusters Score -4409842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4409840.000000 Penalty: 5225.609863
	Iteration 40F: 3 clusters Score -4409840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -1811851.125000 Penalty: 2400.228760
	Iteration 0F: 2 clusters Score -1811851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1800387.000000 Penalty: 4800.457520
	Iteration 0F: 3 clusters Score -1800387 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1804107.750000 Penalty: 4800.457520
	Iteration 1F: 3 clusters Score -1804108 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1804463.625000 Penalty: 4800.457520
	Iteration 2F: 3 clusters Score -1804464 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1804735.250000 Penalty: 4800.457520
	Iteration 3Q: 3 clusters Score -1804735 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1804984.250000 Penalty: 4800.457520
	Iteration 4Q: 3 clusters Score -1804984 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1805233.375000 Penalty: 4800.457520
	Iteration 5Q: 3 clusters Score -1805233 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1805509.625000 Penalty: 4800.457520
	Iteration 6Q: 3 clusters Score -1805510 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1805882.500000 Penalty: 4800.457520
	Iteration 7Q: 3 clusters Score -1805882 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1806360.875000 Penalty: 4800.457520
	Iteration 8Q: 3 clusters Score -1806361 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1806857.250000 Penalty: 4800.457520
	Iteration 9Q: 3 clusters Score -1806857 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1807378.750000 Penalty: 4800.457520
	Iteration 10Q: 3 clusters Score -1807379 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1807913.250000 Penalty: 4800.457520
	Iteration 11Q: 3 clusters Score -1807913 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1808485.125000 Penalty: 4800.457520
	Iteration 12Q: 3 clusters Score -1808485 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1808996.250000 Penalty: 4800.457520
	Iteration 13Q: 3 clusters Score -1808996 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1809378.500000 Penalty: 4800.457520
	Iteration 14Q: 3 clusters Score -1809378 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1809668.750000 Penalty: 4800.457520
	Iteration 15Q: 3 clusters Score -1809669 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1809852.625000 Penalty: 4800.457520
	Iteration 16Q: 3 clusters Score -1809853 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1809972.750000 Penalty: 4800.457520
	Iteration 17Q: 3 clusters Score -1809973 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1810037.000000 Penalty: 4800.457520
	Iteration 18Q: 3 clusters Score -1810037 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1810081.750000 Penalty: 4800.457520
	Iteration 19Q: 3 clusters Score -1810082 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1810118.875000 Penalty: 4800.457520
	Iteration 20F: 3 clusters Score -1810119 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1810150.375000 Penalty: 4800.457520
	Iteration 21Q: 3 clusters Score -1810150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1810173.750000 Penalty: 4800.457520
	Iteration 22Q: 3 clusters Score -1810174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1810184.750000 Penalty: 4800.457520
	Iteration 23Q: 3 clusters Score -1810185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1810189.250000 Penalty: 4800.457520
	Iteration 24Q: 3 clusters Score -1810189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1810197.500000 Penalty: 4800.457520
	Iteration 25Q: 3 clusters Score -1810198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1810199.125000 Penalty: 4800.457520
	Iteration 26Q: 3 clusters Score -1810199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1810201.500000 Penalty: 4800.457520
	Iteration 27Q: 3 clusters Score -1810202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1810205.875000 Penalty: 4800.457520
	Iteration 28Q: 3 clusters Score -1810206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1810196.375000 Penalty: 4800.457520
	Iteration 29Q: 3 clusters Score -1810196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1810204.250000 Penalty: 4800.457520
	Iteration 30Q: 3 clusters Score -1810204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1810202.750000 Penalty: 4800.457520
	Iteration 31Q: 3 clusters Score -1810203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1810202.875000 Penalty: 4800.457520
	Iteration 32Q: 3 clusters Score -1810203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1810203.125000 Penalty: 4800.457520
	Iteration 33Q: 3 clusters Score -1810203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1810204.125000 Penalty: 4800.457520
	Iteration 34Q: 3 clusters Score -1810204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1810203.125000 Penalty: 4800.457520
	Iteration 35Q: 3 clusters Score -1810203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1810200.625000 Penalty: 4800.457520
	Iteration 36Q: 3 clusters Score -1810201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1810204.625000 Penalty: 4800.457520
	Iteration 37Q: 3 clusters Score -1810205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1810204.875000 Penalty: 4800.457520
	Iteration 38Q: 3 clusters Score -1810205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1810205.500000 Penalty: 4800.457520
	Iteration 39Q: 3 clusters Score -1810206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1810206.875000 Penalty: 4800.457520
	Iteration 40F: 3 clusters Score -1810207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1810205.750000 Penalty: 4800.457520
	Iteration 41Q: 3 clusters Score -1810206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1810208.625000 Penalty: 4800.457520
	Iteration 42Q: 3 clusters Score -1810209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1810207.250000 Penalty: 4800.457520
	Iteration 43Q: 3 clusters Score -1810207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1810206.125000 Penalty: 4800.457520
	Iteration 44Q: 3 clusters Score -1810206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1810207.375000 Penalty: 4800.457520
	Iteration 45Q: 3 clusters Score -1810207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1810207.375000 Penalty: 4800.457520
	Iteration 46F: 3 clusters Score -1810207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Entering Unmasked Estep 
Score: -2510585.500000 Penalty: 2480.309814
	Iteration 0F: 2 clusters Score -2510586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2495179.000000 Penalty: 4960.619629
	Iteration 0F: 3 clusters Score -2495179 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2500494.500000 Penalty: 4960.619629
	Iteration 1F: 3 clusters Score -2500494 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2501079.250000 Penalty: 4960.619629
	Iteration 2F: 3 clusters Score -2501079 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2501705.000000 Penalty: 4960.619629
	Iteration 3F: 3 clusters Score -2501705 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2502369.250000 Penalty: 4960.619629
	Iteration 4F: 3 clusters Score -2502369 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2503018.250000 Penalty: 4960.619629
	Iteration 5F: 3 clusters Score -2503018 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2503634.500000 Penalty: 4960.619629
	Iteration 6F: 3 clusters Score -2503634 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2504243.750000 Penalty: 4960.619629
	Iteration 7Q: 3 clusters Score -2504244 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2504854.000000 Penalty: 4960.619629
	Iteration 8Q: 3 clusters Score -2504854 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2505425.250000 Penalty: 4960.619629
	Iteration 9Q: 3 clusters Score -2505425 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2505931.500000 Penalty: 4960.619629
	Iteration 10Q: 3 clusters Score -2505932 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2506482.000000 Penalty: 4960.619629
	Iteration 11Q: 3 clusters Score -2506482 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2506978.750000 Penalty: 4960.619629
	Iteration 12Q: 3 clusters Score -2506979 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2507394.250000 Penalty: 4960.619629
	Iteration 13Q: 3 clusters Score -2507394 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2507692.750000 Penalty: 4960.619629
	Iteration 14Q: 3 clusters Score -2507693 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2507881.000000 Penalty: 4960.619629
	Iteration 15Q: 3 clusters Score -2507881 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2507989.000000 Penalty: 4960.619629
	Iteration 16Q: 3 clusters Score -2507989 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2508045.250000 Penalty: 4960.619629
	Iteration 17Q: 3 clusters Score -2508045 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2508072.500000 Penalty: 4960.619629
	Iteration 18Q: 3 clusters Score -2508072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2508094.500000 Penalty: 4960.619629
	Iteration 19Q: 3 clusters Score -2508094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2508099.500000 Penalty: 4960.619629
	Iteration 20F: 3 clusters Score -2508100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2508100.250000 Penalty: 4960.619629
	Iteration 21Q: 3 clusters Score -2508100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2508114.250000 Penalty: 4960.619629
	Iteration 22Q: 3 clusters Score -2508114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2508116.000000 Penalty: 4960.619629
	Iteration 23Q: 3 clusters Score -2508116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2508119.750000 Penalty: 4960.619629
	Iteration 24Q: 3 clusters Score -2508120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2508116.000000 Penalty: 4960.619629
	Iteration 25Q: 3 clusters Score -2508116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2508121.250000 Penalty: 4960.619629
	Iteration 26Q: 3 clusters Score -2508121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2508121.250000 Penalty: 4960.619629
	Iteration 27F: 3 clusters Score -2508121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21729.400391 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21729.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21920.855469 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -21920.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22001.806641 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -22001.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22049.208984 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -22049.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22051.697266 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -22051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22051.697266 Penalty: 2746.517822
	Iteration 5F: 3 clusters Score -22051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (58187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Entering Unmasked Estep 
Score: -6784147.000000 Penalty: 2720.911621
	Iteration 0F: 2 clusters Score -6784147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -6745071.500000 Penalty: 5441.823242
	Iteration 0F: 3 clusters Score -6745072 nChanged 27030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -6759884.000000 Penalty: 5441.823242
	Iteration 1F: 3 clusters Score -6759884 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -6760564.000000 Penalty: 5441.823242
	Iteration 2Q: 3 clusters Score -6760564 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -6761263.000000 Penalty: 5441.823242
	Iteration 3Q: 3 clusters Score -6761263 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -6761997.000000 Penalty: 5441.823242
	Iteration 4Q: 3 clusters Score -6761997 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -6762845.000000 Penalty: 5441.823242
	Iteration 5Q: 3 clusters Score -6762845 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -6764012.500000 Penalty: 5441.823242
	Iteration 6Q: 3 clusters Score -6764012 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -6765577.500000 Penalty: 5441.823242
	Iteration 7F: 3 clusters Score -6765578 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -6767917.000000 Penalty: 5441.823242
	Iteration 8F: 3 clusters Score -6767917 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -6770736.500000 Penalty: 5441.823242
	Iteration 9F: 3 clusters Score -6770736 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -6773702.000000 Penalty: 5441.823242
	Iteration 10F: 3 clusters Score -6773702 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -6776158.000000 Penalty: 5441.823242
	Iteration 11Q: 3 clusters Score -6776158 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -6777866.500000 Penalty: 5441.823242
	Iteration 12Q: 3 clusters Score -6777866 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -6778997.000000 Penalty: 5441.823242
	Iteration 13Q: 3 clusters Score -6778997 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -6779660.500000 Penalty: 5441.823242
	Iteration 14Q: 3 clusters Score -6779660 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6780121.500000 Penalty: 5441.823242
	Iteration 15Q: 3 clusters Score -6780122 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6780455.500000 Penalty: 5441.823242
	Iteration 16Q: 3 clusters Score -6780456 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6780719.500000 Penalty: 5441.823242
	Iteration 17Q: 3 clusters Score -6780720 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6780938.000000 Penalty: 5441.823242
	Iteration 18Q: 3 clusters Score -6780938 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6781098.500000 Penalty: 5441.823242
	Iteration 19Q: 3 clusters Score -6781098 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56410 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6781203.000000 Penalty: 5441.823242
	Iteration 20F: 3 clusters Score -6781203 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6781314.500000 Penalty: 5441.823242
	Iteration 21Q: 3 clusters Score -6781314 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56758 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -6781392.000000 Penalty: 5441.823242
	Iteration 22Q: 3 clusters Score -6781392 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6781467.000000 Penalty: 5441.823242
	Iteration 23Q: 3 clusters Score -6781467 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6781500.500000 Penalty: 5441.823242
	Iteration 24Q: 3 clusters Score -6781500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6781557.000000 Penalty: 5441.823242
	Iteration 25Q: 3 clusters Score -6781557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6781606.000000 Penalty: 5441.823242
	Iteration 26Q: 3 clusters Score -6781606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57181 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6781621.500000 Penalty: 5441.823242
	Iteration 27Q: 3 clusters Score -6781622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6781632.000000 Penalty: 5441.823242
	Iteration 28Q: 3 clusters Score -6781632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6781650.000000 Penalty: 5441.823242
	Iteration 29Q: 3 clusters Score -6781650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6781676.500000 Penalty: 5441.823242
	Iteration 30Q: 3 clusters Score -6781676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6781676.000000 Penalty: 5441.823242
	Iteration 31Q: 3 clusters Score -6781676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6781694.000000 Penalty: 5441.823242
	Iteration 32Q: 3 clusters Score -6781694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6781697.000000 Penalty: 5441.823242
	Iteration 33Q: 3 clusters Score -6781697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6781698.500000 Penalty: 5441.823242
	Iteration 34Q: 3 clusters Score -6781698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57374 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6781708.000000 Penalty: 5441.823242
	Iteration 35Q: 3 clusters Score -6781708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6781710.000000 Penalty: 5441.823242
	Iteration 36Q: 3 clusters Score -6781710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6781713.000000 Penalty: 5441.823242
	Iteration 37Q: 3 clusters Score -6781713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6781718.000000 Penalty: 5441.823242
	Iteration 38Q: 3 clusters Score -6781718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6781732.000000 Penalty: 5441.823242
	Iteration 39Q: 3 clusters Score -6781732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6781740.500000 Penalty: 5441.823242
	Iteration 40F: 3 clusters Score -6781740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6781753.000000 Penalty: 5441.823242
	Iteration 41Q: 3 clusters Score -6781753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6781764.000000 Penalty: 5441.823242
	Iteration 42Q: 3 clusters Score -6781764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6781775.000000 Penalty: 5441.823242
	Iteration 43Q: 3 clusters Score -6781775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6781778.000000 Penalty: 5441.823242
	Iteration 44Q: 3 clusters Score -6781778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6781780.000000 Penalty: 5441.823242
	Iteration 45Q: 3 clusters Score -6781780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6781778.500000 Penalty: 5441.823242
	Iteration 46Q: 3 clusters Score -6781778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6781788.000000 Penalty: 5441.823242
	Iteration 47Q: 3 clusters Score -6781788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6781793.000000 Penalty: 5441.823242
	Iteration 48Q: 3 clusters Score -6781793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6781794.500000 Penalty: 5441.823242
	Iteration 49Q: 3 clusters Score -6781794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6781796.500000 Penalty: 5441.823242
	Iteration 50Q: 3 clusters Score -6781796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6781795.500000 Penalty: 5441.823242
	Iteration 51Q: 3 clusters Score -6781796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6781794.500000 Penalty: 5441.823242
	Iteration 52Q: 3 clusters Score -6781794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6781806.000000 Penalty: 5441.823242
	Iteration 53Q: 3 clusters Score -6781806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6781809.500000 Penalty: 5441.823242
	Iteration 54Q: 3 clusters Score -6781810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6781815.500000 Penalty: 5441.823242
	Iteration 55Q: 3 clusters Score -6781816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6781819.000000 Penalty: 5441.823242
	Iteration 56Q: 3 clusters Score -6781819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6781821.500000 Penalty: 5441.823242
	Iteration 57Q: 3 clusters Score -6781822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6781821.000000 Penalty: 5441.823242
	Iteration 58Q: 3 clusters Score -6781821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6781818.500000 Penalty: 5441.823242
	Iteration 59Q: 3 clusters Score -6781818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6781821.000000 Penalty: 5441.823242
	Iteration 60F: 3 clusters Score -6781821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6781821.500000 Penalty: 5441.823242
	Iteration 61Q: 3 clusters Score -6781822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6781822.500000 Penalty: 5441.823242
	Iteration 62Q: 3 clusters Score -6781822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6781822.500000 Penalty: 5441.823242
	Iteration 63F: 3 clusters Score -6781822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Entering Unmasked Estep 
Score: -1838248.500000 Penalty: 2392.627441
	Iteration 0F: 2 clusters Score -1838248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1827010.875000 Penalty: 4785.254883
	Iteration 0F: 3 clusters Score -1827011 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1830591.000000 Penalty: 4785.254883
	Iteration 1F: 3 clusters Score -1830591 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1831012.000000 Penalty: 4785.254883
	Iteration 2F: 3 clusters Score -1831012 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1831375.875000 Penalty: 4785.254883
	Iteration 3F: 3 clusters Score -1831376 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1831764.500000 Penalty: 4785.254883
	Iteration 4Q: 3 clusters Score -1831764 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1832290.875000 Penalty: 4785.254883
	Iteration 5F: 3 clusters Score -1832291 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1833004.875000 Penalty: 4785.254883
	Iteration 6F: 3 clusters Score -1833005 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1833829.250000 Penalty: 4785.254883
	Iteration 7F: 3 clusters Score -1833829 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1834652.375000 Penalty: 4785.254883
	Iteration 8F: 3 clusters Score -1834652 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1835313.250000 Penalty: 4785.254883
	Iteration 9F: 3 clusters Score -1835313 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1835811.375000 Penalty: 4785.254883
	Iteration 10Q: 3 clusters Score -1835811 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1836105.000000 Penalty: 4785.254883
	Iteration 11Q: 3 clusters Score -1836105 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1836322.500000 Penalty: 4785.254883
	Iteration 12Q: 3 clusters Score -1836322 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1836446.875000 Penalty: 4785.254883
	Iteration 13Q: 3 clusters Score -1836447 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1836519.000000 Penalty: 4785.254883
	Iteration 14Q: 3 clusters Score -1836519 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1836573.875000 Penalty: 4785.254883
	Iteration 15Q: 3 clusters Score -1836574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1836599.125000 Penalty: 4785.254883
	Iteration 16Q: 3 clusters Score -1836599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1836621.125000 Penalty: 4785.254883
	Iteration 17Q: 3 clusters Score -1836621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1836631.625000 Penalty: 4785.254883
	Iteration 18Q: 3 clusters Score -1836632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1836648.125000 Penalty: 4785.254883
	Iteration 19Q: 3 clusters Score -1836648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1836663.000000 Penalty: 4785.254883
	Iteration 20F: 3 clusters Score -1836663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1836669.750000 Penalty: 4785.254883
	Iteration 21Q: 3 clusters Score -1836670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1836673.250000 Penalty: 4785.254883
	Iteration 22Q: 3 clusters Score -1836673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1836672.000000 Penalty: 4785.254883
	Iteration 23Q: 3 clusters Score -1836672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1836679.250000 Penalty: 4785.254883
	Iteration 24Q: 3 clusters Score -1836679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1836683.250000 Penalty: 4785.254883
	Iteration 25Q: 3 clusters Score -1836683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1836685.000000 Penalty: 4785.254883
	Iteration 26Q: 3 clusters Score -1836685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1836686.000000 Penalty: 4785.254883
	Iteration 27Q: 3 clusters Score -1836686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1836686.500000 Penalty: 4785.254883
	Iteration 28Q: 3 clusters Score -1836686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1836687.250000 Penalty: 4785.254883
	Iteration 29Q: 3 clusters Score -1836687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1836693.750000 Penalty: 4785.254883
	Iteration 30Q: 3 clusters Score -1836694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1836690.375000 Penalty: 4785.254883
	Iteration 31Q: 3 clusters Score -1836690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -1836691.000000 Penalty: 4785.254883
	Iteration 32Q: 3 clusters Score -1836691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1836692.750000 Penalty: 4785.254883
	Iteration 33Q: 3 clusters Score -1836693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1836694.625000 Penalty: 4785.254883
	Iteration 34Q: 3 clusters Score -1836695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1836697.750000 Penalty: 4785.254883
	Iteration 35Q: 3 clusters Score -1836698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1836697.875000 Penalty: 4785.254883
	Iteration 36Q: 3 clusters Score -1836698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1836704.875000 Penalty: 4785.254883
	Iteration 37Q: 3 clusters Score -1836705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1836709.750000 Penalty: 4785.254883
	Iteration 38Q: 3 clusters Score -1836710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1836711.000000 Penalty: 4785.254883
	Iteration 39Q: 3 clusters Score -1836711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1836710.125000 Penalty: 4785.254883
	Iteration 40F: 3 clusters Score -1836710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1836713.625000 Penalty: 4785.254883
	Iteration 41Q: 3 clusters Score -1836714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1836713.125000 Penalty: 4785.254883
	Iteration 42Q: 3 clusters Score -1836713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1836713.125000 Penalty: 4785.254883
	Iteration 43F: 3 clusters Score -1836713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83714.914062 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83714.91 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84011.375000 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -84011.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84141.320312 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84141.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84202.945312 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -84202.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84236.921875 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -84236.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84256.062500 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84256.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84273.039062 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84273.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84286.546875 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -84286.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84304.250000 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -84304.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84325.617188 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -84325.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84346.062500 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -84346.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84363.453125 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -84363.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84387.632812 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -84387.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84414.187500 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -84414.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84448.984375 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -84448.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84500.953125 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -84500.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84592.250000 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -84592.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84670.929688 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -84670.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84731.945312 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -84731.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84851.820312 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -84851.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -85009.976562 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -85009.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85273.617188 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -85273.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86064.804688 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -86064.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86164.890625 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -86164.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86200.031250 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -86200.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -86218.210938 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -86218.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -86235.375000 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -86235.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86250.804688 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -86250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86281.875000 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -86281.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -86307.640625 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -86307.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86340.117188 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -86340.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86383.875000 Penalty: 3344.468994
	Iteration 31Q: 3 clusters Score -86383.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -86443.875000 Penalty: 3344.468994
	Iteration 32Q: 3 clusters Score -86443.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -86499.992188 Penalty: 3344.468994
	Iteration 33Q: 3 clusters Score -86499.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86535.617188 Penalty: 3344.468994
	Iteration 34Q: 3 clusters Score -86535.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86548.187500 Penalty: 3344.468994
	Iteration 35Q: 3 clusters Score -86548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86548.187500 Penalty: 3344.468994
	Iteration 36F: 3 clusters Score -86548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 9577 members 
Mstep: Class 3 contains 169059 members 
Mstep: Class 4 contains 204365 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 199203 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10194 members 
Mstep: Class 9 contains 246984 members 
Mstep: Class 10 contains 15219 members 
Mstep: Class 11 contains 61360 members 
Mstep: Class 12 contains 42061 members 
Mstep: Class 13 contains 24069 members 
Mstep: Class 14 contains 41947 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 180973 members 
Mstep: Class 17 contains 11116 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 106817 members 
Mstep: Class 20 contains 27217 members 
Mstep: Class 21 contains 27105 members 
Mstep: Class 22 contains 18332 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5398 members 
Mstep: Class 25 contains 122318 members 
Mstep: Class 26 contains 14525 members 
Mstep: Class 27 contains 22482 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 48856 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 105583 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 8578 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 37628 members 
Mstep: Class 38 contains 15968 members 
Mstep: Class 39 contains 22054 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58187 members 
Mstep: Class 42 contains 15486 members 
Mstep: Class 43 contains 341 members 
Mstep: Class 44 contains 507 members 
Entering Unmasked Estep 
Score: -225973280.000000 Penalty: 158390.203125
Splitting cluster 43 changes total score from -225973808.000000 to -225973280.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 9577 members 
Mstep: Class 3 contains 169059 members 
Mstep: Class 4 contains 204365 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 199203 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10194 members 
Mstep: Class 9 contains 246984 members 
Mstep: Class 10 contains 15219 members 
Mstep: Class 11 contains 61360 members 
Mstep: Class 12 contains 42061 members 
Mstep: Class 13 contains 24069 members 
Mstep: Class 14 contains 41947 members 
Mstep: Class 15 contains 23591 members 
Mstep: Class 16 contains 180973 members 
Mstep: Class 17 contains 11116 members 
Mstep: Class 18 contains 27437 members 
Mstep: Class 19 contains 106817 members 
Mstep: Class 20 contains 27217 members 
Mstep: Class 21 contains 27105 members 
Mstep: Class 22 contains 18332 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5398 members 
Mstep: Class 25 contains 122318 members 
Mstep: Class 26 contains 14525 members 
Mstep: Class 27 contains 22482 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 48856 members 
Mstep: Class 30 contains 11025 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 105583 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 8578 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 37628 members 
Mstep: Class 38 contains 15968 members 
Mstep: Class 39 contains 22054 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58187 members 
Mstep: Class 42 contains 15486 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974080.000000 Penalty: 154790.421875
Iteration 199Q: 44 clusters Score -2.259741e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 9580 members 
Mstep: Class 3 contains 169056 members 
Mstep: Class 4 contains 203841 members 
Mstep: Class 5 contains 23368 members 
Mstep: Class 6 contains 199558 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10187 members 
Mstep: Class 9 contains 246993 members 
Mstep: Class 10 contains 15223 members 
Mstep: Class 11 contains 61353 members 
Mstep: Class 12 contains 42048 members 
Mstep: Class 13 contains 24035 members 
Mstep: Class 14 contains 41950 members 
Mstep: Class 15 contains 23680 members 
Mstep: Class 16 contains 180658 members 
Mstep: Class 17 contains 11124 members 
Mstep: Class 18 contains 27068 members 
Mstep: Class 19 contains 106824 members 
Mstep: Class 20 contains 27226 members 
Mstep: Class 21 contains 27482 members 
Mstep: Class 22 contains 18328 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5399 members 
Mstep: Class 25 contains 122323 members 
Mstep: Class 26 contains 14524 members 
Mstep: Class 27 contains 22520 members 
Mstep: Class 28 contains 1730 members 
Mstep: Class 29 contains 48859 members 
Mstep: Class 30 contains 11059 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 105536 members 
Mstep: Class 33 contains 3836 members 
Mstep: Class 34 contains 8644 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 37666 members 
Mstep: Class 38 contains 16133 members 
Mstep: Class 39 contains 22167 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58180 members 
Mstep: Class 42 contains 15504 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974128.000000 Penalty: 154790.421875
Iteration 200F: 44 clusters Score -2.259741e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 9576 members 
Mstep: Class 3 contains 169078 members 
Mstep: Class 4 contains 203323 members 
Mstep: Class 5 contains 23352 members 
Mstep: Class 6 contains 199934 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10174 members 
Mstep: Class 9 contains 247000 members 
Mstep: Class 10 contains 15224 members 
Mstep: Class 11 contains 61350 members 
Mstep: Class 12 contains 42041 members 
Mstep: Class 13 contains 23990 members 
Mstep: Class 14 contains 41952 members 
Mstep: Class 15 contains 23792 members 
Mstep: Class 16 contains 180316 members 
Mstep: Class 17 contains 11131 members 
Mstep: Class 18 contains 26739 members 
Mstep: Class 19 contains 106816 members 
Mstep: Class 20 contains 27238 members 
Mstep: Class 21 contains 27845 members 
Mstep: Class 22 contains 18321 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5394 members 
Mstep: Class 25 contains 122318 members 
Mstep: Class 26 contains 14529 members 
Mstep: Class 27 contains 22549 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 48854 members 
Mstep: Class 30 contains 11114 members 
Mstep: Class 31 contains 10901 members 
Mstep: Class 32 contains 105494 members 
Mstep: Class 33 contains 3837 members 
Mstep: Class 34 contains 8711 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 37696 members 
Mstep: Class 38 contains 16281 members 
Mstep: Class 39 contains 22263 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58174 members 
Mstep: Class 42 contains 15521 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975040.000000 Penalty: 154790.421875
Iteration 201Q: 44 clusters Score -2.25975e+08 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 9579 members 
Mstep: Class 3 contains 169087 members 
Mstep: Class 4 contains 202738 members 
Mstep: Class 5 contains 23330 members 
Mstep: Class 6 contains 200359 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10169 members 
Mstep: Class 9 contains 247013 members 
Mstep: Class 10 contains 15231 members 
Mstep: Class 11 contains 61353 members 
Mstep: Class 12 contains 42034 members 
Mstep: Class 13 contains 23961 members 
Mstep: Class 14 contains 41952 members 
Mstep: Class 15 contains 23907 members 
Mstep: Class 16 contains 179984 members 
Mstep: Class 17 contains 11132 members 
Mstep: Class 18 contains 26446 members 
Mstep: Class 19 contains 106803 members 
Mstep: Class 20 contains 27255 members 
Mstep: Class 21 contains 28183 members 
Mstep: Class 22 contains 18315 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5389 members 
Mstep: Class 25 contains 122301 members 
Mstep: Class 26 contains 14532 members 
Mstep: Class 27 contains 22567 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 48844 members 
Mstep: Class 30 contains 11170 members 
Mstep: Class 31 contains 10901 members 
Mstep: Class 32 contains 105453 members 
Mstep: Class 33 contains 3840 members 
Mstep: Class 34 contains 8787 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 37732 members 
Mstep: Class 38 contains 16421 members 
Mstep: Class 39 contains 22353 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58174 members 
Mstep: Class 42 contains 15530 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975328.000000 Penalty: 154790.421875
Iteration 202Q: 44 clusters Score -2.259753e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 9585 members 
Mstep: Class 3 contains 169114 members 
Mstep: Class 4 contains 202157 members 
Mstep: Class 5 contains 23316 members 
Mstep: Class 6 contains 200763 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10177 members 
Mstep: Class 9 contains 247018 members 
Mstep: Class 10 contains 15232 members 
Mstep: Class 11 contains 61351 members 
Mstep: Class 12 contains 42023 members 
Mstep: Class 13 contains 23930 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 15 contains 23995 members 
Mstep: Class 16 contains 179668 members 
Mstep: Class 17 contains 11138 members 
Mstep: Class 18 contains 26200 members 
Mstep: Class 19 contains 106786 members 
Mstep: Class 20 contains 27264 members 
Mstep: Class 21 contains 28530 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 122277 members 
Mstep: Class 26 contains 14532 members 
Mstep: Class 27 contains 22604 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48822 members 
Mstep: Class 30 contains 11203 members 
Mstep: Class 31 contains 10904 members 
Mstep: Class 32 contains 105418 members 
Mstep: Class 33 contains 3841 members 
Mstep: Class 34 contains 8857 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1556 members 
Mstep: Class 37 contains 37767 members 
Mstep: Class 38 contains 16572 members 
Mstep: Class 39 contains 22425 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58167 members 
Mstep: Class 42 contains 15535 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975728.000000 Penalty: 154790.421875
Iteration 203Q: 44 clusters Score -2.259757e+08 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 169136 members 
Mstep: Class 4 contains 201556 members 
Mstep: Class 5 contains 23294 members 
Mstep: Class 6 contains 201152 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10172 members 
Mstep: Class 9 contains 247022 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 61351 members 
Mstep: Class 12 contains 42032 members 
Mstep: Class 13 contains 23886 members 
Mstep: Class 14 contains 41948 members 
Mstep: Class 15 contains 24101 members 
Mstep: Class 16 contains 179395 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 106781 members 
Mstep: Class 20 contains 27282 members 
Mstep: Class 21 contains 28834 members 
Mstep: Class 22 contains 18309 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5386 members 
Mstep: Class 25 contains 122249 members 
Mstep: Class 26 contains 14543 members 
Mstep: Class 27 contains 22650 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 48804 members 
Mstep: Class 30 contains 11229 members 
Mstep: Class 31 contains 10906 members 
Mstep: Class 32 contains 105379 members 
Mstep: Class 33 contains 3842 members 
Mstep: Class 34 contains 8915 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 37793 members 
Mstep: Class 38 contains 16715 members 
Mstep: Class 39 contains 22487 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58152 members 
Mstep: Class 42 contains 15545 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976016.000000 Penalty: 154790.421875
Iteration 204Q: 44 clusters Score -2.25976e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 169160 members 
Mstep: Class 4 contains 200979 members 
Mstep: Class 5 contains 23258 members 
Mstep: Class 6 contains 201521 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10158 members 
Mstep: Class 9 contains 247015 members 
Mstep: Class 10 contains 15243 members 
Mstep: Class 11 contains 61349 members 
Mstep: Class 12 contains 42031 members 
Mstep: Class 13 contains 23841 members 
Mstep: Class 14 contains 41945 members 
Mstep: Class 15 contains 24276 members 
Mstep: Class 16 contains 179098 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 25831 members 
Mstep: Class 19 contains 106764 members 
Mstep: Class 20 contains 27297 members 
Mstep: Class 21 contains 29134 members 
Mstep: Class 22 contains 18299 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5381 members 
Mstep: Class 25 contains 122234 members 
Mstep: Class 26 contains 14553 members 
Mstep: Class 27 contains 22674 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 48788 members 
Mstep: Class 30 contains 11233 members 
Mstep: Class 31 contains 10911 members 
Mstep: Class 32 contains 105339 members 
Mstep: Class 33 contains 3844 members 
Mstep: Class 34 contains 8988 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 37831 members 
Mstep: Class 38 contains 16852 members 
Mstep: Class 39 contains 22540 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58149 members 
Mstep: Class 42 contains 15554 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976368.000000 Penalty: 154790.421875
Iteration 205Q: 44 clusters Score -2.259764e+08 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 9608 members 
Mstep: Class 3 contains 169200 members 
Mstep: Class 4 contains 200394 members 
Mstep: Class 5 contains 23216 members 
Mstep: Class 6 contains 201837 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10137 members 
Mstep: Class 9 contains 247015 members 
Mstep: Class 10 contains 15248 members 
Mstep: Class 11 contains 61345 members 
Mstep: Class 12 contains 42032 members 
Mstep: Class 13 contains 23794 members 
Mstep: Class 14 contains 41942 members 
Mstep: Class 15 contains 24463 members 
Mstep: Class 16 contains 178864 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 106742 members 
Mstep: Class 20 contains 27318 members 
Mstep: Class 21 contains 29417 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5381 members 
Mstep: Class 25 contains 122226 members 
Mstep: Class 26 contains 14561 members 
Mstep: Class 27 contains 22698 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48775 members 
Mstep: Class 30 contains 11236 members 
Mstep: Class 31 contains 10909 members 
Mstep: Class 32 contains 105297 members 
Mstep: Class 33 contains 3845 members 
Mstep: Class 34 contains 9070 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 37860 members 
Mstep: Class 38 contains 16980 members 
Mstep: Class 39 contains 22580 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58152 members 
Mstep: Class 42 contains 15562 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976528.000000 Penalty: 154790.421875
Iteration 206Q: 44 clusters Score -2.259765e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 169233 members 
Mstep: Class 4 contains 199839 members 
Mstep: Class 5 contains 23170 members 
Mstep: Class 6 contains 202079 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10119 members 
Mstep: Class 9 contains 246992 members 
Mstep: Class 10 contains 15249 members 
Mstep: Class 11 contains 61347 members 
Mstep: Class 12 contains 42047 members 
Mstep: Class 13 contains 23762 members 
Mstep: Class 14 contains 41939 members 
Mstep: Class 15 contains 24676 members 
Mstep: Class 16 contains 178650 members 
Mstep: Class 17 contains 11152 members 
Mstep: Class 18 contains 25554 members 
Mstep: Class 19 contains 106732 members 
Mstep: Class 20 contains 27344 members 
Mstep: Class 21 contains 29664 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5375 members 
Mstep: Class 25 contains 122216 members 
Mstep: Class 26 contains 14567 members 
Mstep: Class 27 contains 22721 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48719 members 
Mstep: Class 30 contains 11244 members 
Mstep: Class 31 contains 10913 members 
Mstep: Class 32 contains 105258 members 
Mstep: Class 33 contains 3846 members 
Mstep: Class 34 contains 9162 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 37891 members 
Mstep: Class 38 contains 17133 members 
Mstep: Class 39 contains 22605 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58152 members 
Mstep: Class 42 contains 15572 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 207Q: 44 clusters Score -2.259776e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 9618 members 
Mstep: Class 3 contains 169264 members 
Mstep: Class 4 contains 199315 members 
Mstep: Class 5 contains 23137 members 
Mstep: Class 6 contains 202294 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10108 members 
Mstep: Class 9 contains 246976 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 61348 members 
Mstep: Class 12 contains 42059 members 
Mstep: Class 13 contains 23732 members 
Mstep: Class 14 contains 41939 members 
Mstep: Class 15 contains 24870 members 
Mstep: Class 16 contains 178498 members 
Mstep: Class 17 contains 11167 members 
Mstep: Class 18 contains 25450 members 
Mstep: Class 19 contains 106718 members 
Mstep: Class 20 contains 27362 members 
Mstep: Class 21 contains 29857 members 
Mstep: Class 22 contains 18299 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5372 members 
Mstep: Class 25 contains 122189 members 
Mstep: Class 26 contains 14571 members 
Mstep: Class 27 contains 22737 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 48673 members 
Mstep: Class 30 contains 11251 members 
Mstep: Class 31 contains 10914 members 
Mstep: Class 32 contains 105229 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 9251 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 37924 members 
Mstep: Class 38 contains 17287 members 
Mstep: Class 39 contains 22612 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58142 members 
Mstep: Class 42 contains 15582 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977488.000000 Penalty: 154790.421875
Iteration 208Q: 44 clusters Score -2.259775e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 9621 members 
Mstep: Class 3 contains 169286 members 
Mstep: Class 4 contains 198789 members 
Mstep: Class 5 contains 23108 members 
Mstep: Class 6 contains 202515 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10092 members 
Mstep: Class 9 contains 246952 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 61347 members 
Mstep: Class 12 contains 42077 members 
Mstep: Class 13 contains 23702 members 
Mstep: Class 14 contains 41938 members 
Mstep: Class 15 contains 25090 members 
Mstep: Class 16 contains 178294 members 
Mstep: Class 17 contains 11172 members 
Mstep: Class 18 contains 25358 members 
Mstep: Class 19 contains 106721 members 
Mstep: Class 20 contains 27380 members 
Mstep: Class 21 contains 30058 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 122179 members 
Mstep: Class 26 contains 14586 members 
Mstep: Class 27 contains 22745 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 48628 members 
Mstep: Class 30 contains 11251 members 
Mstep: Class 31 contains 10911 members 
Mstep: Class 32 contains 105196 members 
Mstep: Class 33 contains 3850 members 
Mstep: Class 34 contains 9325 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1530 members 
Mstep: Class 37 contains 37961 members 
Mstep: Class 38 contains 17448 members 
Mstep: Class 39 contains 22615 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58143 members 
Mstep: Class 42 contains 15586 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977840.000000 Penalty: 154790.421875
Iteration 209Q: 44 clusters Score -2.259778e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 169315 members 
Mstep: Class 4 contains 198305 members 
Mstep: Class 5 contains 23090 members 
Mstep: Class 6 contains 202670 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10071 members 
Mstep: Class 9 contains 246930 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 61343 members 
Mstep: Class 12 contains 42080 members 
Mstep: Class 13 contains 23680 members 
Mstep: Class 14 contains 41939 members 
Mstep: Class 15 contains 25355 members 
Mstep: Class 16 contains 178091 members 
Mstep: Class 17 contains 11183 members 
Mstep: Class 18 contains 25266 members 
Mstep: Class 19 contains 106709 members 
Mstep: Class 20 contains 27402 members 
Mstep: Class 21 contains 30246 members 
Mstep: Class 22 contains 18300 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 122171 members 
Mstep: Class 26 contains 14597 members 
Mstep: Class 27 contains 22751 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 48607 members 
Mstep: Class 30 contains 11251 members 
Mstep: Class 31 contains 10911 members 
Mstep: Class 32 contains 105148 members 
Mstep: Class 33 contains 3852 members 
Mstep: Class 34 contains 9388 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 38004 members 
Mstep: Class 38 contains 17595 members 
Mstep: Class 39 contains 22615 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58141 members 
Mstep: Class 42 contains 15592 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225979008.000000 Penalty: 154790.421875
Iteration 210Q: 44 clusters Score -2.25979e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 9632 members 
Mstep: Class 3 contains 169329 members 
Mstep: Class 4 contains 197827 members 
Mstep: Class 5 contains 23054 members 
Mstep: Class 6 contains 202850 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10068 members 
Mstep: Class 9 contains 246904 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 61344 members 
Mstep: Class 12 contains 42081 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 41938 members 
Mstep: Class 15 contains 25675 members 
Mstep: Class 16 contains 177834 members 
Mstep: Class 17 contains 11189 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 106713 members 
Mstep: Class 20 contains 27431 members 
Mstep: Class 21 contains 30404 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5370 members 
Mstep: Class 25 contains 122156 members 
Mstep: Class 26 contains 14617 members 
Mstep: Class 27 contains 22766 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48571 members 
Mstep: Class 30 contains 11267 members 
Mstep: Class 31 contains 10910 members 
Mstep: Class 32 contains 105102 members 
Mstep: Class 33 contains 3855 members 
Mstep: Class 34 contains 9452 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1522 members 
Mstep: Class 37 contains 38043 members 
Mstep: Class 38 contains 17747 members 
Mstep: Class 39 contains 22614 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58133 members 
Mstep: Class 42 contains 15604 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225979408.000000 Penalty: 154790.421875
Iteration 211Q: 44 clusters Score -2.259794e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 9633 members 
Mstep: Class 3 contains 169356 members 
Mstep: Class 4 contains 197368 members 
Mstep: Class 5 contains 23020 members 
Mstep: Class 6 contains 202955 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10047 members 
Mstep: Class 9 contains 246895 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 61341 members 
Mstep: Class 12 contains 42092 members 
Mstep: Class 13 contains 23642 members 
Mstep: Class 14 contains 41942 members 
Mstep: Class 15 contains 26020 members 
Mstep: Class 16 contains 177684 members 
Mstep: Class 17 contains 11192 members 
Mstep: Class 18 contains 25089 members 
Mstep: Class 19 contains 106700 members 
Mstep: Class 20 contains 27453 members 
Mstep: Class 21 contains 30556 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 122131 members 
Mstep: Class 26 contains 14616 members 
Mstep: Class 27 contains 22770 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 48520 members 
Mstep: Class 30 contains 11278 members 
Mstep: Class 31 contains 10911 members 
Mstep: Class 32 contains 105054 members 
Mstep: Class 33 contains 3857 members 
Mstep: Class 34 contains 9512 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 38083 members 
Mstep: Class 38 contains 17872 members 
Mstep: Class 39 contains 22622 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58124 members 
Mstep: Class 42 contains 15623 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980592.000000 Penalty: 154790.421875
Iteration 212Q: 44 clusters Score -2.259806e+08 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 9635 members 
Mstep: Class 3 contains 169363 members 
Mstep: Class 4 contains 196891 members 
Mstep: Class 5 contains 22996 members 
Mstep: Class 6 contains 203070 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10029 members 
Mstep: Class 9 contains 246894 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 61343 members 
Mstep: Class 12 contains 42091 members 
Mstep: Class 13 contains 23617 members 
Mstep: Class 14 contains 41939 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 177504 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 25003 members 
Mstep: Class 19 contains 106686 members 
Mstep: Class 20 contains 27480 members 
Mstep: Class 21 contains 30708 members 
Mstep: Class 22 contains 18304 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5361 members 
Mstep: Class 25 contains 122114 members 
Mstep: Class 26 contains 14618 members 
Mstep: Class 27 contains 22782 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48479 members 
Mstep: Class 30 contains 11291 members 
Mstep: Class 31 contains 10913 members 
Mstep: Class 32 contains 105016 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 9568 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 38117 members 
Mstep: Class 38 contains 18022 members 
Mstep: Class 39 contains 22625 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58121 members 
Mstep: Class 42 contains 15647 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981120.000000 Penalty: 154790.421875
Iteration 213Q: 44 clusters Score -2.259811e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 9641 members 
Mstep: Class 3 contains 169376 members 
Mstep: Class 4 contains 196460 members 
Mstep: Class 5 contains 22973 members 
Mstep: Class 6 contains 203104 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10023 members 
Mstep: Class 9 contains 246882 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 61338 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 23609 members 
Mstep: Class 14 contains 41935 members 
Mstep: Class 15 contains 26605 members 
Mstep: Class 16 contains 177391 members 
Mstep: Class 17 contains 11207 members 
Mstep: Class 18 contains 24956 members 
Mstep: Class 19 contains 106675 members 
Mstep: Class 20 contains 27497 members 
Mstep: Class 21 contains 30841 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5364 members 
Mstep: Class 25 contains 122105 members 
Mstep: Class 26 contains 14620 members 
Mstep: Class 27 contains 22790 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 48407 members 
Mstep: Class 30 contains 11293 members 
Mstep: Class 31 contains 10911 members 
Mstep: Class 32 contains 104986 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 9622 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1512 members 
Mstep: Class 37 contains 38153 members 
Mstep: Class 38 contains 18191 members 
Mstep: Class 39 contains 22630 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58114 members 
Mstep: Class 42 contains 15673 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982048.000000 Penalty: 154790.421875
Iteration 214Q: 44 clusters Score -2.25982e+08 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 9639 members 
Mstep: Class 3 contains 169377 members 
Mstep: Class 4 contains 196056 members 
Mstep: Class 5 contains 22954 members 
Mstep: Class 6 contains 203115 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10020 members 
Mstep: Class 9 contains 246863 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 61329 members 
Mstep: Class 12 contains 42096 members 
Mstep: Class 13 contains 23597 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 26882 members 
Mstep: Class 16 contains 177299 members 
Mstep: Class 17 contains 11220 members 
Mstep: Class 18 contains 24933 members 
Mstep: Class 19 contains 106681 members 
Mstep: Class 20 contains 27505 members 
Mstep: Class 21 contains 30942 members 
Mstep: Class 22 contains 18299 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5365 members 
Mstep: Class 25 contains 122080 members 
Mstep: Class 26 contains 14627 members 
Mstep: Class 27 contains 22796 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 48339 members 
Mstep: Class 30 contains 11308 members 
Mstep: Class 31 contains 10910 members 
Mstep: Class 32 contains 104962 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 9674 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 38192 members 
Mstep: Class 38 contains 18352 members 
Mstep: Class 39 contains 22625 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58108 members 
Mstep: Class 42 contains 15691 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982432.000000 Penalty: 154790.421875
Iteration 215Q: 44 clusters Score -2.259824e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 9638 members 
Mstep: Class 3 contains 169356 members 
Mstep: Class 4 contains 195642 members 
Mstep: Class 5 contains 22930 members 
Mstep: Class 6 contains 203086 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10026 members 
Mstep: Class 9 contains 246836 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 61324 members 
Mstep: Class 12 contains 42105 members 
Mstep: Class 13 contains 23582 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 27107 members 
Mstep: Class 16 contains 177354 members 
Mstep: Class 17 contains 11229 members 
Mstep: Class 18 contains 24906 members 
Mstep: Class 19 contains 106677 members 
Mstep: Class 20 contains 27526 members 
Mstep: Class 21 contains 31043 members 
Mstep: Class 22 contains 18295 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5364 members 
Mstep: Class 25 contains 122060 members 
Mstep: Class 26 contains 14632 members 
Mstep: Class 27 contains 22808 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 48263 members 
Mstep: Class 30 contains 11318 members 
Mstep: Class 31 contains 10907 members 
Mstep: Class 32 contains 104927 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 9736 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 38230 members 
Mstep: Class 38 contains 18512 members 
Mstep: Class 39 contains 22609 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58107 members 
Mstep: Class 42 contains 15702 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982688.000000 Penalty: 154790.421875
Iteration 216Q: 44 clusters Score -2.259827e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 9641 members 
Mstep: Class 3 contains 169369 members 
Mstep: Class 4 contains 195194 members 
Mstep: Class 5 contains 22907 members 
Mstep: Class 6 contains 203066 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10016 members 
Mstep: Class 9 contains 246825 members 
Mstep: Class 10 contains 15259 members 
Mstep: Class 11 contains 61316 members 
Mstep: Class 12 contains 42098 members 
Mstep: Class 13 contains 23578 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 27285 members 
Mstep: Class 16 contains 177448 members 
Mstep: Class 17 contains 11235 members 
Mstep: Class 18 contains 24881 members 
Mstep: Class 19 contains 106667 members 
Mstep: Class 20 contains 27544 members 
Mstep: Class 21 contains 31151 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 122038 members 
Mstep: Class 26 contains 14637 members 
Mstep: Class 27 contains 22811 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48187 members 
Mstep: Class 30 contains 11327 members 
Mstep: Class 31 contains 10907 members 
Mstep: Class 32 contains 104898 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 9792 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1512 members 
Mstep: Class 37 contains 38263 members 
Mstep: Class 38 contains 18691 members 
Mstep: Class 39 contains 22596 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58113 members 
Mstep: Class 42 contains 15711 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982816.000000 Penalty: 154790.421875
Iteration 217Q: 44 clusters Score -2.259828e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 9638 members 
Mstep: Class 3 contains 169393 members 
Mstep: Class 4 contains 194763 members 
Mstep: Class 5 contains 22887 members 
Mstep: Class 6 contains 202958 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10014 members 
Mstep: Class 9 contains 246797 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 61316 members 
Mstep: Class 12 contains 42099 members 
Mstep: Class 13 contains 23570 members 
Mstep: Class 14 contains 41931 members 
Mstep: Class 15 contains 27401 members 
Mstep: Class 16 contains 177605 members 
Mstep: Class 17 contains 11249 members 
Mstep: Class 18 contains 24846 members 
Mstep: Class 19 contains 106655 members 
Mstep: Class 20 contains 27566 members 
Mstep: Class 21 contains 31251 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5362 members 
Mstep: Class 25 contains 122018 members 
Mstep: Class 26 contains 14649 members 
Mstep: Class 27 contains 22806 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48135 members 
Mstep: Class 30 contains 11342 members 
Mstep: Class 31 contains 10905 members 
Mstep: Class 32 contains 104869 members 
Mstep: Class 33 contains 3858 members 
Mstep: Class 34 contains 9835 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1514 members 
Mstep: Class 37 contains 38312 members 
Mstep: Class 38 contains 18885 members 
Mstep: Class 39 contains 22586 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58116 members 
Mstep: Class 42 contains 15722 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225983248.000000 Penalty: 154790.421875
Iteration 218Q: 44 clusters Score -2.259832e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 9639 members 
Mstep: Class 3 contains 169417 members 
Mstep: Class 4 contains 194342 members 
Mstep: Class 5 contains 22868 members 
Mstep: Class 6 contains 202820 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10015 members 
Mstep: Class 9 contains 246759 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 61309 members 
Mstep: Class 12 contains 42097 members 
Mstep: Class 13 contains 23560 members 
Mstep: Class 14 contains 41928 members 
Mstep: Class 15 contains 27519 members 
Mstep: Class 16 contains 177788 members 
Mstep: Class 17 contains 11251 members 
Mstep: Class 18 contains 24820 members 
Mstep: Class 19 contains 106646 members 
Mstep: Class 20 contains 27580 members 
Mstep: Class 21 contains 31362 members 
Mstep: Class 22 contains 18287 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5364 members 
Mstep: Class 25 contains 121994 members 
Mstep: Class 26 contains 14662 members 
Mstep: Class 27 contains 22803 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 48094 members 
Mstep: Class 30 contains 11347 members 
Mstep: Class 31 contains 10905 members 
Mstep: Class 32 contains 104845 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 9882 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 38371 members 
Mstep: Class 38 contains 19072 members 
Mstep: Class 39 contains 22577 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58118 members 
Mstep: Class 42 contains 15728 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225983456.000000 Penalty: 154790.421875
Iteration 219Q: 44 clusters Score -2.259835e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 169431 members 
Mstep: Class 4 contains 193947 members 
Mstep: Class 5 contains 22854 members 
Mstep: Class 6 contains 202683 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10017 members 
Mstep: Class 9 contains 246725 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 11 contains 61310 members 
Mstep: Class 12 contains 42098 members 
Mstep: Class 13 contains 23552 members 
Mstep: Class 14 contains 41928 members 
Mstep: Class 15 contains 27602 members 
Mstep: Class 16 contains 177997 members 
Mstep: Class 17 contains 11253 members 
Mstep: Class 18 contains 24811 members 
Mstep: Class 19 contains 106631 members 
Mstep: Class 20 contains 27591 members 
Mstep: Class 21 contains 31445 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 121969 members 
Mstep: Class 26 contains 14681 members 
Mstep: Class 27 contains 22805 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 48074 members 
Mstep: Class 30 contains 11354 members 
Mstep: Class 31 contains 10901 members 
Mstep: Class 32 contains 104824 members 
Mstep: Class 33 contains 3859 members 
Mstep: Class 34 contains 9916 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1512 members 
Mstep: Class 37 contains 38416 members 
Mstep: Class 38 contains 19238 members 
Mstep: Class 39 contains 22576 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58111 members 
Mstep: Class 42 contains 15736 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225983728.000000 Penalty: 154790.421875
Iteration 220F: 44 clusters Score -2.259837e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 169456 members 
Mstep: Class 4 contains 193504 members 
Mstep: Class 5 contains 22841 members 
Mstep: Class 6 contains 202571 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 9 contains 246707 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 61310 members 
Mstep: Class 12 contains 42104 members 
Mstep: Class 13 contains 23547 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 15 contains 28062 members 
Mstep: Class 16 contains 178096 members 
Mstep: Class 17 contains 11255 members 
Mstep: Class 18 contains 24792 members 
Mstep: Class 19 contains 106634 members 
Mstep: Class 20 contains 27597 members 
Mstep: Class 21 contains 31503 members 
Mstep: Class 22 contains 18289 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5365 members 
Mstep: Class 25 contains 121955 members 
Mstep: Class 26 contains 14689 members 
Mstep: Class 27 contains 22808 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 48019 members 
Mstep: Class 30 contains 11363 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 104799 members 
Mstep: Class 33 contains 3860 members 
Mstep: Class 34 contains 9946 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 38460 members 
Mstep: Class 38 contains 19209 members 
Mstep: Class 39 contains 22569 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58107 members 
Mstep: Class 42 contains 15739 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984048.000000 Penalty: 154790.421875
Iteration 221Q: 44 clusters Score -2.25984e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 9636 members 
Mstep: Class 3 contains 169476 members 
Mstep: Class 4 contains 193075 members 
Mstep: Class 5 contains 22829 members 
Mstep: Class 6 contains 202494 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 246701 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 61313 members 
Mstep: Class 12 contains 42109 members 
Mstep: Class 13 contains 23545 members 
Mstep: Class 14 contains 41925 members 
Mstep: Class 15 contains 28479 members 
Mstep: Class 16 contains 178144 members 
Mstep: Class 17 contains 11250 members 
Mstep: Class 18 contains 24774 members 
Mstep: Class 19 contains 106634 members 
Mstep: Class 20 contains 27600 members 
Mstep: Class 21 contains 31562 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5365 members 
Mstep: Class 25 contains 121941 members 
Mstep: Class 26 contains 14690 members 
Mstep: Class 27 contains 22807 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 47966 members 
Mstep: Class 30 contains 11377 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 104771 members 
Mstep: Class 33 contains 3861 members 
Mstep: Class 34 contains 9973 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1512 members 
Mstep: Class 37 contains 38503 members 
Mstep: Class 38 contains 19246 members 
Mstep: Class 39 contains 22557 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58100 members 
Mstep: Class 42 contains 15746 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225984720.000000 Penalty: 154790.421875
Iteration 222Q: 44 clusters Score -2.259847e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 9641 members 
Mstep: Class 3 contains 169503 members 
Mstep: Class 4 contains 192645 members 
Mstep: Class 5 contains 22822 members 
Mstep: Class 6 contains 202369 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9985 members 
Mstep: Class 9 contains 246708 members 
Mstep: Class 10 contains 15257 members 
Mstep: Class 11 contains 61310 members 
Mstep: Class 12 contains 42114 members 
Mstep: Class 13 contains 23539 members 
Mstep: Class 14 contains 41922 members 
Mstep: Class 15 contains 28877 members 
Mstep: Class 16 contains 178223 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 24758 members 
Mstep: Class 19 contains 106646 members 
Mstep: Class 20 contains 27597 members 
Mstep: Class 21 contains 31625 members 
Mstep: Class 22 contains 18280 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 121915 members 
Mstep: Class 26 contains 14695 members 
Mstep: Class 27 contains 22806 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 47904 members 
Mstep: Class 30 contains 11391 members 
Mstep: Class 31 contains 10902 members 
Mstep: Class 32 contains 104743 members 
Mstep: Class 33 contains 3863 members 
Mstep: Class 34 contains 9996 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1509 members 
Mstep: Class 37 contains 38533 members 
Mstep: Class 38 contains 19301 members 
Mstep: Class 39 contains 22546 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58102 members 
Mstep: Class 42 contains 15751 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985056.000000 Penalty: 154790.421875
Iteration 223Q: 44 clusters Score -2.259851e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 9649 members 
Mstep: Class 3 contains 169524 members 
Mstep: Class 4 contains 192204 members 
Mstep: Class 5 contains 22807 members 
Mstep: Class 6 contains 202259 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9982 members 
Mstep: Class 9 contains 246704 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 61310 members 
Mstep: Class 12 contains 42114 members 
Mstep: Class 13 contains 23533 members 
Mstep: Class 14 contains 41920 members 
Mstep: Class 15 contains 29285 members 
Mstep: Class 16 contains 178266 members 
Mstep: Class 17 contains 11261 members 
Mstep: Class 18 contains 24756 members 
Mstep: Class 19 contains 106665 members 
Mstep: Class 20 contains 27603 members 
Mstep: Class 21 contains 31686 members 
Mstep: Class 22 contains 18277 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 121897 members 
Mstep: Class 26 contains 14697 members 
Mstep: Class 27 contains 22812 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 47870 members 
Mstep: Class 30 contains 11386 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 104710 members 
Mstep: Class 33 contains 3863 members 
Mstep: Class 34 contains 10016 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1512 members 
Mstep: Class 37 contains 38565 members 
Mstep: Class 38 contains 19351 members 
Mstep: Class 39 contains 22538 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58105 members 
Mstep: Class 42 contains 15757 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985344.000000 Penalty: 154790.421875
Iteration 224Q: 44 clusters Score -2.259853e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 9654 members 
Mstep: Class 3 contains 169545 members 
Mstep: Class 4 contains 191781 members 
Mstep: Class 5 contains 22795 members 
Mstep: Class 6 contains 202103 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9972 members 
Mstep: Class 9 contains 246699 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 61314 members 
Mstep: Class 12 contains 42115 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 41926 members 
Mstep: Class 15 contains 29620 members 
Mstep: Class 16 contains 178374 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 24759 members 
Mstep: Class 19 contains 106676 members 
Mstep: Class 20 contains 27613 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 18277 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5367 members 
Mstep: Class 25 contains 121879 members 
Mstep: Class 26 contains 14699 members 
Mstep: Class 27 contains 22815 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47838 members 
Mstep: Class 30 contains 11382 members 
Mstep: Class 31 contains 10901 members 
Mstep: Class 32 contains 104687 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10037 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 38588 members 
Mstep: Class 38 contains 19442 members 
Mstep: Class 39 contains 22530 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58105 members 
Mstep: Class 42 contains 15762 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225985744.000000 Penalty: 154790.421875
Iteration 225Q: 44 clusters Score -2.259857e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 9662 members 
Mstep: Class 3 contains 169558 members 
Mstep: Class 4 contains 191334 members 
Mstep: Class 5 contains 22784 members 
Mstep: Class 6 contains 202025 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 246686 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 61311 members 
Mstep: Class 12 contains 42122 members 
Mstep: Class 13 contains 23527 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 15 contains 29931 members 
Mstep: Class 16 contains 178463 members 
Mstep: Class 17 contains 11260 members 
Mstep: Class 18 contains 24775 members 
Mstep: Class 19 contains 106708 members 
Mstep: Class 20 contains 27615 members 
Mstep: Class 21 contains 31764 members 
Mstep: Class 22 contains 18277 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5370 members 
Mstep: Class 25 contains 121849 members 
Mstep: Class 26 contains 14702 members 
Mstep: Class 27 contains 22811 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 47789 members 
Mstep: Class 30 contains 11377 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 104671 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10060 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1521 members 
Mstep: Class 37 contains 38615 members 
Mstep: Class 38 contains 19533 members 
Mstep: Class 39 contains 22520 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58105 members 
Mstep: Class 42 contains 15774 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986352.000000 Penalty: 154790.421875
Iteration 226Q: 44 clusters Score -2.259864e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 9664 members 
Mstep: Class 3 contains 169569 members 
Mstep: Class 4 contains 190849 members 
Mstep: Class 5 contains 22780 members 
Mstep: Class 6 contains 201986 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 246681 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 61311 members 
Mstep: Class 12 contains 42132 members 
Mstep: Class 13 contains 23525 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 15 contains 30233 members 
Mstep: Class 16 contains 178529 members 
Mstep: Class 17 contains 11254 members 
Mstep: Class 18 contains 24793 members 
Mstep: Class 19 contains 106741 members 
Mstep: Class 20 contains 27624 members 
Mstep: Class 21 contains 31793 members 
Mstep: Class 22 contains 18275 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 121831 members 
Mstep: Class 26 contains 14708 members 
Mstep: Class 27 contains 22810 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 47743 members 
Mstep: Class 30 contains 11375 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 104652 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10074 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1523 members 
Mstep: Class 37 contains 38637 members 
Mstep: Class 38 contains 19631 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58106 members 
Mstep: Class 42 contains 15784 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987040.000000 Penalty: 154790.421875
Iteration 227Q: 44 clusters Score -2.25987e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 9660 members 
Mstep: Class 3 contains 169592 members 
Mstep: Class 4 contains 190364 members 
Mstep: Class 5 contains 22771 members 
Mstep: Class 6 contains 201981 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9959 members 
Mstep: Class 9 contains 246686 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 61318 members 
Mstep: Class 12 contains 42139 members 
Mstep: Class 13 contains 23519 members 
Mstep: Class 14 contains 41925 members 
Mstep: Class 15 contains 30487 members 
Mstep: Class 16 contains 178602 members 
Mstep: Class 17 contains 11263 members 
Mstep: Class 18 contains 24809 members 
Mstep: Class 19 contains 106773 members 
Mstep: Class 20 contains 27635 members 
Mstep: Class 21 contains 31818 members 
Mstep: Class 22 contains 18271 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5371 members 
Mstep: Class 25 contains 121805 members 
Mstep: Class 26 contains 14710 members 
Mstep: Class 27 contains 22811 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 47687 members 
Mstep: Class 30 contains 11373 members 
Mstep: Class 31 contains 10899 members 
Mstep: Class 32 contains 104622 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10081 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1524 members 
Mstep: Class 37 contains 38663 members 
Mstep: Class 38 contains 19750 members 
Mstep: Class 39 contains 22514 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58108 members 
Mstep: Class 42 contains 15788 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987472.000000 Penalty: 154790.421875
Iteration 228Q: 44 clusters Score -2.259875e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 9656 members 
Mstep: Class 3 contains 169616 members 
Mstep: Class 4 contains 189843 members 
Mstep: Class 5 contains 22768 members 
Mstep: Class 6 contains 202019 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9956 members 
Mstep: Class 9 contains 246692 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 61318 members 
Mstep: Class 12 contains 42147 members 
Mstep: Class 13 contains 23512 members 
Mstep: Class 14 contains 41922 members 
Mstep: Class 15 contains 30718 members 
Mstep: Class 16 contains 178690 members 
Mstep: Class 17 contains 11261 members 
Mstep: Class 18 contains 24819 members 
Mstep: Class 19 contains 106815 members 
Mstep: Class 20 contains 27646 members 
Mstep: Class 21 contains 31852 members 
Mstep: Class 22 contains 18270 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5372 members 
Mstep: Class 25 contains 121776 members 
Mstep: Class 26 contains 14718 members 
Mstep: Class 27 contains 22813 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 47661 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 104587 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10091 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1525 members 
Mstep: Class 37 contains 38684 members 
Mstep: Class 38 contains 19844 members 
Mstep: Class 39 contains 22509 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58112 members 
Mstep: Class 42 contains 15790 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987536.000000 Penalty: 154790.421875
Iteration 229Q: 44 clusters Score -2.259875e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 9655 members 
Mstep: Class 3 contains 169613 members 
Mstep: Class 4 contains 189304 members 
Mstep: Class 5 contains 22762 members 
Mstep: Class 6 contains 202067 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 9 contains 246691 members 
Mstep: Class 10 contains 15256 members 
Mstep: Class 11 contains 61324 members 
Mstep: Class 12 contains 42147 members 
Mstep: Class 13 contains 23506 members 
Mstep: Class 14 contains 41930 members 
Mstep: Class 15 contains 30919 members 
Mstep: Class 16 contains 178799 members 
Mstep: Class 17 contains 11268 members 
Mstep: Class 18 contains 24823 members 
Mstep: Class 19 contains 106857 members 
Mstep: Class 20 contains 27654 members 
Mstep: Class 21 contains 31884 members 
Mstep: Class 22 contains 18271 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5374 members 
Mstep: Class 25 contains 121761 members 
Mstep: Class 26 contains 14731 members 
Mstep: Class 27 contains 22815 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 47641 members 
Mstep: Class 30 contains 11376 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 104559 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10098 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1523 members 
Mstep: Class 37 contains 38708 members 
Mstep: Class 38 contains 19949 members 
Mstep: Class 39 contains 22499 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58116 members 
Mstep: Class 42 contains 15804 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988144.000000 Penalty: 154790.421875
Iteration 230Q: 44 clusters Score -2.259881e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 9654 members 
Mstep: Class 3 contains 169609 members 
Mstep: Class 4 contains 188767 members 
Mstep: Class 5 contains 22760 members 
Mstep: Class 6 contains 202156 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9935 members 
Mstep: Class 9 contains 246688 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 61328 members 
Mstep: Class 12 contains 42155 members 
Mstep: Class 13 contains 23502 members 
Mstep: Class 14 contains 41935 members 
Mstep: Class 15 contains 31091 members 
Mstep: Class 16 contains 178907 members 
Mstep: Class 17 contains 11263 members 
Mstep: Class 18 contains 24835 members 
Mstep: Class 19 contains 106898 members 
Mstep: Class 20 contains 27664 members 
Mstep: Class 21 contains 31910 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5375 members 
Mstep: Class 25 contains 121736 members 
Mstep: Class 26 contains 14735 members 
Mstep: Class 27 contains 22817 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 47609 members 
Mstep: Class 30 contains 11381 members 
Mstep: Class 31 contains 10895 members 
Mstep: Class 32 contains 104530 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10101 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1525 members 
Mstep: Class 37 contains 38731 members 
Mstep: Class 38 contains 20073 members 
Mstep: Class 39 contains 22491 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58121 members 
Mstep: Class 42 contains 15822 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 154790.421875
Iteration 231Q: 44 clusters Score -2.25988e+08 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 169610 members 
Mstep: Class 4 contains 188179 members 
Mstep: Class 5 contains 22753 members 
Mstep: Class 6 contains 202259 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9930 members 
Mstep: Class 9 contains 246682 members 
Mstep: Class 10 contains 15260 members 
Mstep: Class 11 contains 61335 members 
Mstep: Class 12 contains 42160 members 
Mstep: Class 13 contains 23492 members 
Mstep: Class 14 contains 41935 members 
Mstep: Class 15 contains 31227 members 
Mstep: Class 16 contains 179022 members 
Mstep: Class 17 contains 11263 members 
Mstep: Class 18 contains 24849 members 
Mstep: Class 19 contains 106949 members 
Mstep: Class 20 contains 27672 members 
Mstep: Class 21 contains 31946 members 
Mstep: Class 22 contains 18272 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5375 members 
Mstep: Class 25 contains 121724 members 
Mstep: Class 26 contains 14743 members 
Mstep: Class 27 contains 22819 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 47590 members 
Mstep: Class 30 contains 11377 members 
Mstep: Class 31 contains 10894 members 
Mstep: Class 32 contains 104503 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10114 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1526 members 
Mstep: Class 37 contains 38763 members 
Mstep: Class 38 contains 20196 members 
Mstep: Class 39 contains 22490 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58124 members 
Mstep: Class 42 contains 15839 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987872.000000 Penalty: 154790.421875
Iteration 232Q: 44 clusters Score -2.259879e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 169606 members 
Mstep: Class 4 contains 187564 members 
Mstep: Class 5 contains 22746 members 
Mstep: Class 6 contains 202370 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9914 members 
Mstep: Class 9 contains 246675 members 
Mstep: Class 10 contains 15264 members 
Mstep: Class 11 contains 61334 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 23485 members 
Mstep: Class 14 contains 41936 members 
Mstep: Class 15 contains 31372 members 
Mstep: Class 16 contains 179164 members 
Mstep: Class 17 contains 11268 members 
Mstep: Class 18 contains 24854 members 
Mstep: Class 19 contains 107007 members 
Mstep: Class 20 contains 27683 members 
Mstep: Class 21 contains 31976 members 
Mstep: Class 22 contains 18272 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5375 members 
Mstep: Class 25 contains 121725 members 
Mstep: Class 26 contains 14756 members 
Mstep: Class 27 contains 22822 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47551 members 
Mstep: Class 30 contains 11377 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 104475 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10137 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 38792 members 
Mstep: Class 38 contains 20329 members 
Mstep: Class 39 contains 22483 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58120 members 
Mstep: Class 42 contains 15850 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987744.000000 Penalty: 154790.421875
Iteration 233Q: 44 clusters Score -2.259877e+08 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 9662 members 
Mstep: Class 3 contains 169618 members 
Mstep: Class 4 contains 186933 members 
Mstep: Class 5 contains 22743 members 
Mstep: Class 6 contains 202529 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9911 members 
Mstep: Class 9 contains 246676 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 61329 members 
Mstep: Class 12 contains 42161 members 
Mstep: Class 13 contains 23480 members 
Mstep: Class 14 contains 41935 members 
Mstep: Class 15 contains 31485 members 
Mstep: Class 16 contains 179280 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 18 contains 24860 members 
Mstep: Class 19 contains 107069 members 
Mstep: Class 20 contains 27693 members 
Mstep: Class 21 contains 31995 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5375 members 
Mstep: Class 25 contains 121712 members 
Mstep: Class 26 contains 14761 members 
Mstep: Class 27 contains 22822 members 
Mstep: Class 28 contains 1734 members 
Mstep: Class 29 contains 47539 members 
Mstep: Class 30 contains 11378 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 104445 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10152 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1531 members 
Mstep: Class 37 contains 38826 members 
Mstep: Class 38 contains 20474 members 
Mstep: Class 39 contains 22480 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58112 members 
Mstep: Class 42 contains 15858 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 154790.421875
Iteration 234Q: 44 clusters Score -2.25988e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 9662 members 
Mstep: Class 3 contains 169620 members 
Mstep: Class 4 contains 186263 members 
Mstep: Class 5 contains 22738 members 
Mstep: Class 6 contains 202718 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9902 members 
Mstep: Class 9 contains 246687 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 61332 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 23487 members 
Mstep: Class 14 contains 41930 members 
Mstep: Class 15 contains 31608 members 
Mstep: Class 16 contains 179400 members 
Mstep: Class 17 contains 11278 members 
Mstep: Class 18 contains 24862 members 
Mstep: Class 19 contains 107134 members 
Mstep: Class 20 contains 27703 members 
Mstep: Class 21 contains 32007 members 
Mstep: Class 22 contains 18273 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5373 members 
Mstep: Class 25 contains 121719 members 
Mstep: Class 26 contains 14765 members 
Mstep: Class 27 contains 22825 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47532 members 
Mstep: Class 30 contains 11378 members 
Mstep: Class 31 contains 10904 members 
Mstep: Class 32 contains 104404 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10167 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 38854 members 
Mstep: Class 38 contains 20602 members 
Mstep: Class 39 contains 22475 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58099 members 
Mstep: Class 42 contains 15864 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 154790.421875
Iteration 235Q: 44 clusters Score -2.25988e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 169627 members 
Mstep: Class 4 contains 185596 members 
Mstep: Class 5 contains 22733 members 
Mstep: Class 6 contains 202931 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9893 members 
Mstep: Class 9 contains 246696 members 
Mstep: Class 10 contains 15266 members 
Mstep: Class 11 contains 61331 members 
Mstep: Class 12 contains 42172 members 
Mstep: Class 13 contains 23491 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 31751 members 
Mstep: Class 16 contains 179459 members 
Mstep: Class 17 contains 11288 members 
Mstep: Class 18 contains 24867 members 
Mstep: Class 19 contains 107198 members 
Mstep: Class 20 contains 27710 members 
Mstep: Class 21 contains 32015 members 
Mstep: Class 22 contains 18275 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5374 members 
Mstep: Class 25 contains 121728 members 
Mstep: Class 26 contains 14764 members 
Mstep: Class 27 contains 22831 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 47521 members 
Mstep: Class 30 contains 11376 members 
Mstep: Class 31 contains 10904 members 
Mstep: Class 32 contains 104365 members 
Mstep: Class 33 contains 3865 members 
Mstep: Class 34 contains 10181 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 38885 members 
Mstep: Class 38 contains 20723 members 
Mstep: Class 39 contains 22473 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58101 members 
Mstep: Class 42 contains 15870 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988320.000000 Penalty: 154790.421875
Iteration 236Q: 44 clusters Score -2.259883e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 9659 members 
Mstep: Class 3 contains 169652 members 
Mstep: Class 4 contains 184955 members 
Mstep: Class 5 contains 22729 members 
Mstep: Class 6 contains 203148 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9884 members 
Mstep: Class 9 contains 246696 members 
Mstep: Class 10 contains 15273 members 
Mstep: Class 11 contains 61332 members 
Mstep: Class 12 contains 42171 members 
Mstep: Class 13 contains 23498 members 
Mstep: Class 14 contains 41933 members 
Mstep: Class 15 contains 31845 members 
Mstep: Class 16 contains 179566 members 
Mstep: Class 17 contains 11286 members 
Mstep: Class 18 contains 24876 members 
Mstep: Class 19 contains 107236 members 
Mstep: Class 20 contains 27725 members 
Mstep: Class 21 contains 32021 members 
Mstep: Class 22 contains 18277 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5374 members 
Mstep: Class 25 contains 121739 members 
Mstep: Class 26 contains 14767 members 
Mstep: Class 27 contains 22832 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 47500 members 
Mstep: Class 30 contains 11378 members 
Mstep: Class 31 contains 10905 members 
Mstep: Class 32 contains 104322 members 
Mstep: Class 33 contains 3865 members 
Mstep: Class 34 contains 10195 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 38918 members 
Mstep: Class 38 contains 20851 members 
Mstep: Class 39 contains 22472 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58098 members 
Mstep: Class 42 contains 15876 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988384.000000 Penalty: 154790.421875
Iteration 237Q: 44 clusters Score -2.259884e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 9661 members 
Mstep: Class 3 contains 169658 members 
Mstep: Class 4 contains 184294 members 
Mstep: Class 5 contains 22728 members 
Mstep: Class 6 contains 203368 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 9 contains 246710 members 
Mstep: Class 10 contains 15276 members 
Mstep: Class 11 contains 61335 members 
Mstep: Class 12 contains 42177 members 
Mstep: Class 13 contains 23506 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 31921 members 
Mstep: Class 16 contains 179697 members 
Mstep: Class 17 contains 11282 members 
Mstep: Class 18 contains 24887 members 
Mstep: Class 19 contains 107284 members 
Mstep: Class 20 contains 27740 members 
Mstep: Class 21 contains 32040 members 
Mstep: Class 22 contains 18281 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5375 members 
Mstep: Class 25 contains 121751 members 
Mstep: Class 26 contains 14765 members 
Mstep: Class 27 contains 22836 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47491 members 
Mstep: Class 30 contains 11376 members 
Mstep: Class 31 contains 10909 members 
Mstep: Class 32 contains 104292 members 
Mstep: Class 33 contains 3865 members 
Mstep: Class 34 contains 10205 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 38937 members 
Mstep: Class 38 contains 20943 members 
Mstep: Class 39 contains 22472 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58097 members 
Mstep: Class 42 contains 15881 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988848.000000 Penalty: 154790.421875
Iteration 238Q: 44 clusters Score -2.259888e+08 nChanged 1766
Entering ConstructFrom: 
Score: -225988848.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (34100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Entering Unmasked Estep 
Score: -3989493.500000 Penalty: 2588.389160
	Iteration 0F: 2 clusters Score -3989494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3966200.000000 Penalty: 5176.778320
	Iteration 0F: 3 clusters Score -3966200 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3975224.500000 Penalty: 5176.778320
	Iteration 1F: 3 clusters Score -3975224 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3976287.250000 Penalty: 5176.778320
	Iteration 2F: 3 clusters Score -3976287 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -3977671.000000 Penalty: 5176.778320
	Iteration 3F: 3 clusters Score -3977671 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3979359.500000 Penalty: 5176.778320
	Iteration 4F: 3 clusters Score -3979360 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3980950.500000 Penalty: 5176.778320
	Iteration 5F: 3 clusters Score -3980950 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3982074.500000 Penalty: 5176.778320
	Iteration 6F: 3 clusters Score -3982074 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3982867.750000 Penalty: 5176.778320
	Iteration 7Q: 3 clusters Score -3982868 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3983473.250000 Penalty: 5176.778320
	Iteration 8Q: 3 clusters Score -3983473 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3983926.500000 Penalty: 5176.778320
	Iteration 9Q: 3 clusters Score -3983926 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3984312.250000 Penalty: 5176.778320
	Iteration 10Q: 3 clusters Score -3984312 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3984670.250000 Penalty: 5176.778320
	Iteration 11Q: 3 clusters Score -3984670 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -3985037.500000 Penalty: 5176.778320
	Iteration 12Q: 3 clusters Score -3985038 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -3985370.250000 Penalty: 5176.778320
	Iteration 13Q: 3 clusters Score -3985370 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3985704.750000 Penalty: 5176.778320
	Iteration 14Q: 3 clusters Score -3985705 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3986036.750000 Penalty: 5176.778320
	Iteration 15Q: 3 clusters Score -3986037 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3986334.500000 Penalty: 5176.778320
	Iteration 16Q: 3 clusters Score -3986334 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3986550.250000 Penalty: 5176.778320
	Iteration 17Q: 3 clusters Score -3986550 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3986722.250000 Penalty: 5176.778320
	Iteration 18Q: 3 clusters Score -3986722 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3986884.250000 Penalty: 5176.778320
	Iteration 19Q: 3 clusters Score -3986884 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3986997.000000 Penalty: 5176.778320
	Iteration 20F: 3 clusters Score -3986997 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3987089.250000 Penalty: 5176.778320
	Iteration 21Q: 3 clusters Score -3987089 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -3987132.250000 Penalty: 5176.778320
	Iteration 22Q: 3 clusters Score -3987132 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -3987177.500000 Penalty: 5176.778320
	Iteration 23Q: 3 clusters Score -3987178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -3987211.500000 Penalty: 5176.778320
	Iteration 24Q: 3 clusters Score -3987212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -3987249.500000 Penalty: 5176.778320
	Iteration 25Q: 3 clusters Score -3987250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -3987262.500000 Penalty: 5176.778320
	Iteration 26Q: 3 clusters Score -3987262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -3987277.750000 Penalty: 5176.778320
	Iteration 27Q: 3 clusters Score -3987278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -3987284.500000 Penalty: 5176.778320
	Iteration 28Q: 3 clusters Score -3987284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3987309.000000 Penalty: 5176.778320
	Iteration 29Q: 3 clusters Score -3987309 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3987326.000000 Penalty: 5176.778320
	Iteration 30Q: 3 clusters Score -3987326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3987338.250000 Penalty: 5176.778320
	Iteration 31Q: 3 clusters Score -3987338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -3987356.250000 Penalty: 5176.778320
	Iteration 32Q: 3 clusters Score -3987356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -3987375.000000 Penalty: 5176.778320
	Iteration 33Q: 3 clusters Score -3987375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -3987382.250000 Penalty: 5176.778320
	Iteration 34Q: 3 clusters Score -3987382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3987384.500000 Penalty: 5176.778320
	Iteration 35Q: 3 clusters Score -3987384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -3987393.000000 Penalty: 5176.778320
	Iteration 36Q: 3 clusters Score -3987393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -3987397.000000 Penalty: 5176.778320
	Iteration 37Q: 3 clusters Score -3987397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -3987406.000000 Penalty: 5176.778320
	Iteration 38Q: 3 clusters Score -3987406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3987402.750000 Penalty: 5176.778320
	Iteration 39Q: 3 clusters Score -3987403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -3987407.750000 Penalty: 5176.778320
	Iteration 40F: 3 clusters Score -3987408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -3987417.500000 Penalty: 5176.778320
	Iteration 41Q: 3 clusters Score -3987418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -3987416.000000 Penalty: 5176.778320
	Iteration 42Q: 3 clusters Score -3987416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -3987412.750000 Penalty: 5176.778320
	Iteration 43Q: 3 clusters Score -3987413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3987412.000000 Penalty: 5176.778320
	Iteration 44Q: 3 clusters Score -3987412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -3987412.000000 Penalty: 5176.778320
	Iteration 45F: 3 clusters Score -3987412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Entering Unmasked Estep 
Score: -1062491.750000 Penalty: 2275.585693
	Iteration 0F: 2 clusters Score -1062492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1055101.250000 Penalty: 4551.171387
	Iteration 0F: 3 clusters Score -1055101 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1057366.625000 Penalty: 4551.171387
	Iteration 1F: 3 clusters Score -1057367 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1057804.625000 Penalty: 4551.171387
	Iteration 2F: 3 clusters Score -1057805 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1058156.000000 Penalty: 4551.171387
	Iteration 3F: 3 clusters Score -1058156 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1058478.125000 Penalty: 4551.171387
	Iteration 4F: 3 clusters Score -1058478 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1058783.625000 Penalty: 4551.171387
	Iteration 5F: 3 clusters Score -1058784 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1059104.625000 Penalty: 4551.171387
	Iteration 6F: 3 clusters Score -1059105 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1059429.750000 Penalty: 4551.171387
	Iteration 7Q: 3 clusters Score -1059430 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1059741.000000 Penalty: 4551.171387
	Iteration 8Q: 3 clusters Score -1059741 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1060034.500000 Penalty: 4551.171387
	Iteration 9Q: 3 clusters Score -1060034 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1060274.625000 Penalty: 4551.171387
	Iteration 10Q: 3 clusters Score -1060275 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1060502.375000 Penalty: 4551.171387
	Iteration 11Q: 3 clusters Score -1060502 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1060762.625000 Penalty: 4551.171387
	Iteration 12Q: 3 clusters Score -1060763 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1060974.750000 Penalty: 4551.171387
	Iteration 13Q: 3 clusters Score -1060975 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1061084.500000 Penalty: 4551.171387
	Iteration 14Q: 3 clusters Score -1061084 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1061139.375000 Penalty: 4551.171387
	Iteration 15Q: 3 clusters Score -1061139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1061176.500000 Penalty: 4551.171387
	Iteration 16Q: 3 clusters Score -1061176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1061209.625000 Penalty: 4551.171387
	Iteration 17Q: 3 clusters Score -1061210 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1061239.625000 Penalty: 4551.171387
	Iteration 18Q: 3 clusters Score -1061240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1061263.750000 Penalty: 4551.171387
	Iteration 19Q: 3 clusters Score -1061264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1061304.125000 Penalty: 4551.171387
	Iteration 20F: 3 clusters Score -1061304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1061347.625000 Penalty: 4551.171387
	Iteration 21Q: 3 clusters Score -1061348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1061386.750000 Penalty: 4551.171387
	Iteration 22Q: 3 clusters Score -1061387 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1061425.375000 Penalty: 4551.171387
	Iteration 23Q: 3 clusters Score -1061425 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1061467.750000 Penalty: 4551.171387
	Iteration 24Q: 3 clusters Score -1061468 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1061510.750000 Penalty: 4551.171387
	Iteration 25Q: 3 clusters Score -1061511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1061545.375000 Penalty: 4551.171387
	Iteration 26Q: 3 clusters Score -1061545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1061578.500000 Penalty: 4551.171387
	Iteration 27Q: 3 clusters Score -1061578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1061608.000000 Penalty: 4551.171387
	Iteration 28Q: 3 clusters Score -1061608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1061626.125000 Penalty: 4551.171387
	Iteration 29Q: 3 clusters Score -1061626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1061644.000000 Penalty: 4551.171387
	Iteration 30Q: 3 clusters Score -1061644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1061657.125000 Penalty: 4551.171387
	Iteration 31Q: 3 clusters Score -1061657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1061665.875000 Penalty: 4551.171387
	Iteration 32Q: 3 clusters Score -1061666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1061672.500000 Penalty: 4551.171387
	Iteration 33Q: 3 clusters Score -1061672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1061673.000000 Penalty: 4551.171387
	Iteration 34Q: 3 clusters Score -1061673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1061683.375000 Penalty: 4551.171387
	Iteration 35Q: 3 clusters Score -1061683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1061687.000000 Penalty: 4551.171387
	Iteration 36Q: 3 clusters Score -1061687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1061689.875000 Penalty: 4551.171387
	Iteration 37Q: 3 clusters Score -1061690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1061691.500000 Penalty: 4551.171387
	Iteration 38Q: 3 clusters Score -1061692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1061693.875000 Penalty: 4551.171387
	Iteration 39Q: 3 clusters Score -1061694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1061695.750000 Penalty: 4551.171387
	Iteration 40F: 3 clusters Score -1061696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1061697.250000 Penalty: 4551.171387
	Iteration 41Q: 3 clusters Score -1061697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1061697.250000 Penalty: 4551.171387
	Iteration 42F: 3 clusters Score -1061697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (169673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Entering Unmasked Estep 
Score: -19659438.000000 Penalty: 2986.323730
	Iteration 0F: 2 clusters Score -1.965944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -19546546.000000 Penalty: 5972.647461
	Iteration 0F: 3 clusters Score -1.954655e+07 nChanged 81059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77445 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -19594198.000000 Penalty: 5972.647461
	Iteration 1F: 3 clusters Score -1.95942e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 97407 members 
Entering Unmasked Estep 
Score: -19596956.000000 Penalty: 5972.647461
	Iteration 2Q: 3 clusters Score -1.959696e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 105108 members 
Entering Unmasked Estep 
Score: -19601612.000000 Penalty: 5972.647461
	Iteration 3F: 3 clusters Score -1.960161e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53909 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -19609458.000000 Penalty: 5972.647461
	Iteration 4F: 3 clusters Score -1.960946e+07 nChanged 13973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 128833 members 
Entering Unmasked Estep 
Score: -19620822.000000 Penalty: 5972.647461
	Iteration 5F: 3 clusters Score -1.962082e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 142178 members 
Entering Unmasked Estep 
Score: -19633118.000000 Penalty: 5972.647461
	Iteration 6F: 3 clusters Score -1.963312e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -19643722.000000 Penalty: 5972.647461
	Iteration 7F: 3 clusters Score -1.964372e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -19650348.000000 Penalty: 5972.647461
	Iteration 8Q: 3 clusters Score -1.965035e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -19653564.000000 Penalty: 5972.647461
	Iteration 9Q: 3 clusters Score -1.965356e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -19655268.000000 Penalty: 5972.647461
	Iteration 10Q: 3 clusters Score -1.965527e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -19656050.000000 Penalty: 5972.647461
	Iteration 11Q: 3 clusters Score -1.965605e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -19656378.000000 Penalty: 5972.647461
	Iteration 12Q: 3 clusters Score -1.965638e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 169005 members 
Entering Unmasked Estep 
Score: -19656508.000000 Penalty: 5972.647461
	Iteration 13Q: 3 clusters Score -1.965651e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 169098 members 
Entering Unmasked Estep 
Score: -19656618.000000 Penalty: 5972.647461
	Iteration 14Q: 3 clusters Score -1.965662e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 169158 members 
Entering Unmasked Estep 
Score: -19656680.000000 Penalty: 5972.647461
	Iteration 15Q: 3 clusters Score -1.965668e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 169190 members 
Entering Unmasked Estep 
Score: -19656760.000000 Penalty: 5972.647461
	Iteration 16Q: 3 clusters Score -1.965676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 169215 members 
Entering Unmasked Estep 
Score: -19656810.000000 Penalty: 5972.647461
	Iteration 17Q: 3 clusters Score -1.965681e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 169227 members 
Entering Unmasked Estep 
Score: -19656832.000000 Penalty: 5972.647461
	Iteration 18Q: 3 clusters Score -1.965683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 169229 members 
Entering Unmasked Estep 
Score: -19656838.000000 Penalty: 5972.647461
	Iteration 19Q: 3 clusters Score -1.965684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 169226 members 
Entering Unmasked Estep 
Score: -19656854.000000 Penalty: 5972.647461
	Iteration 20F: 3 clusters Score -1.965685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 169228 members 
Entering Unmasked Estep 
Score: -19656852.000000 Penalty: 5972.647461
	Iteration 21Q: 3 clusters Score -1.965685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 169230 members 
Entering Unmasked Estep 
Score: -19656832.000000 Penalty: 5972.647461
	Iteration 22Q: 3 clusters Score -1.965683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -19656834.000000 Penalty: 5972.647461
	Iteration 23Q: 3 clusters Score -1.965683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 169232 members 
Entering Unmasked Estep 
Score: -19656842.000000 Penalty: 5972.647461
	Iteration 24Q: 3 clusters Score -1.965684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -19656838.000000 Penalty: 5972.647461
	Iteration 25Q: 3 clusters Score -1.965684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 169237 members 
Entering Unmasked Estep 
Score: -19656844.000000 Penalty: 5972.647461
	Iteration 26Q: 3 clusters Score -1.965684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 169241 members 
Entering Unmasked Estep 
Score: -19656834.000000 Penalty: 5972.647461
	Iteration 27Q: 3 clusters Score -1.965683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -19656858.000000 Penalty: 5972.647461
	Iteration 28Q: 3 clusters Score -1.965686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -19656856.000000 Penalty: 5972.647461
	Iteration 29Q: 3 clusters Score -1.965686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 169244 members 
Entering Unmasked Estep 
Score: -19656860.000000 Penalty: 5972.647461
	Iteration 30Q: 3 clusters Score -1.965686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 169245 members 
Entering Unmasked Estep 
Score: -19656876.000000 Penalty: 5972.647461
	Iteration 31Q: 3 clusters Score -1.965688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 169244 members 
Entering Unmasked Estep 
Score: -19656878.000000 Penalty: 5972.647461
	Iteration 32Q: 3 clusters Score -1.965688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 169246 members 
Entering Unmasked Estep 
Score: -19656866.000000 Penalty: 5972.647461
	Iteration 33Q: 3 clusters Score -1.965687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -19656866.000000 Penalty: 5972.647461
	Iteration 34Q: 3 clusters Score -1.965687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 169247 members 
Entering Unmasked Estep 
Score: -19656866.000000 Penalty: 5972.647461
	Iteration 35F: 3 clusters Score -1.965687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183627 members 
Entering Unmasked Estep 
Score: -21257316.000000 Penalty: 3005.924072
	Iteration 0F: 2 clusters Score -2.125732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -21135382.000000 Penalty: 6011.848145
	Iteration 0F: 3 clusters Score -2.113538e+07 nChanged 88314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -21187610.000000 Penalty: 6011.848145
	Iteration 1F: 3 clusters Score -2.118761e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 81625 members 
Entering Unmasked Estep 
Score: -21189434.000000 Penalty: 6011.848145
	Iteration 2Q: 3 clusters Score -2.118943e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -21192514.000000 Penalty: 6011.848145
	Iteration 3Q: 3 clusters Score -2.119251e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116779 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -21197752.000000 Penalty: 6011.848145
	Iteration 4F: 3 clusters Score -2.119775e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128665 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -21205776.000000 Penalty: 6011.848145
	Iteration 5F: 3 clusters Score -2.120578e+07 nChanged 14648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142963 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -21217552.000000 Penalty: 6011.848145
	Iteration 6F: 3 clusters Score -2.121755e+07 nChanged 14999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -21231000.000000 Penalty: 6011.848145
	Iteration 7F: 3 clusters Score -2.1231e+07 nChanged 12601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170475 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -21242748.000000 Penalty: 6011.848145
	Iteration 8F: 3 clusters Score -2.124275e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178386 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -21250196.000000 Penalty: 6011.848145
	Iteration 9Q: 3 clusters Score -2.12502e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181844 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -21253208.000000 Penalty: 6011.848145
	Iteration 10Q: 3 clusters Score -2.125321e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182967 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21254134.000000 Penalty: 6011.848145
	Iteration 11Q: 3 clusters Score -2.125413e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183260 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -21254514.000000 Penalty: 6011.848145
	Iteration 12Q: 3 clusters Score -2.125451e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183330 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -21254592.000000 Penalty: 6011.848145
	Iteration 13Q: 3 clusters Score -2.125459e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183364 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21254620.000000 Penalty: 6011.848145
	Iteration 14Q: 3 clusters Score -2.125462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21254636.000000 Penalty: 6011.848145
	Iteration 15Q: 3 clusters Score -2.125464e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21254654.000000 Penalty: 6011.848145
	Iteration 16Q: 3 clusters Score -2.125465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183379 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21254662.000000 Penalty: 6011.848145
	Iteration 17Q: 3 clusters Score -2.125466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183379 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21254676.000000 Penalty: 6011.848145
	Iteration 18Q: 3 clusters Score -2.125468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183379 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21254676.000000 Penalty: 6011.848145
	Iteration 19Q: 3 clusters Score -2.125468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183380 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21254684.000000 Penalty: 6011.848145
	Iteration 20F: 3 clusters Score -2.125468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21254670.000000 Penalty: 6011.848145
	Iteration 21Q: 3 clusters Score -2.125467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183382 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21254674.000000 Penalty: 6011.848145
	Iteration 22Q: 3 clusters Score -2.125467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183386 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21254678.000000 Penalty: 6011.848145
	Iteration 23Q: 3 clusters Score -2.125468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183389 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21254682.000000 Penalty: 6011.848145
	Iteration 24Q: 3 clusters Score -2.125468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183391 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21254684.000000 Penalty: 6011.848145
	Iteration 25Q: 3 clusters Score -2.125468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183392 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21254690.000000 Penalty: 6011.848145
	Iteration 26Q: 3 clusters Score -2.125469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183393 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21254700.000000 Penalty: 6011.848145
	Iteration 27Q: 3 clusters Score -2.12547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21254702.000000 Penalty: 6011.848145
	Iteration 28Q: 3 clusters Score -2.12547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183394 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -21254702.000000 Penalty: 6011.848145
	Iteration 29F: 3 clusters Score -2.12547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Entering Unmasked Estep 
Score: -2618169.500000 Penalty: 2487.720947
	Iteration 0F: 2 clusters Score -2618170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2602441.250000 Penalty: 4975.441895
	Iteration 0F: 3 clusters Score -2602441 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2607923.000000 Penalty: 4975.441895
	Iteration 1F: 3 clusters Score -2607923 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2608486.000000 Penalty: 4975.441895
	Iteration 2F: 3 clusters Score -2608486 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2609048.000000 Penalty: 4975.441895
	Iteration 3F: 3 clusters Score -2609048 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2609649.500000 Penalty: 4975.441895
	Iteration 4F: 3 clusters Score -2609650 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2610268.250000 Penalty: 4975.441895
	Iteration 5F: 3 clusters Score -2610268 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2610824.750000 Penalty: 4975.441895
	Iteration 6F: 3 clusters Score -2610825 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2611407.250000 Penalty: 4975.441895
	Iteration 7Q: 3 clusters Score -2611407 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2612019.000000 Penalty: 4975.441895
	Iteration 8Q: 3 clusters Score -2612019 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2612577.250000 Penalty: 4975.441895
	Iteration 9Q: 3 clusters Score -2612577 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2613170.750000 Penalty: 4975.441895
	Iteration 10Q: 3 clusters Score -2613171 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2613771.500000 Penalty: 4975.441895
	Iteration 11Q: 3 clusters Score -2613772 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2614299.000000 Penalty: 4975.441895
	Iteration 12Q: 3 clusters Score -2614299 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2614748.000000 Penalty: 4975.441895
	Iteration 13Q: 3 clusters Score -2614748 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2615082.250000 Penalty: 4975.441895
	Iteration 14Q: 3 clusters Score -2615082 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2615371.500000 Penalty: 4975.441895
	Iteration 15Q: 3 clusters Score -2615372 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2615561.250000 Penalty: 4975.441895
	Iteration 16Q: 3 clusters Score -2615561 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2615703.000000 Penalty: 4975.441895
	Iteration 17Q: 3 clusters Score -2615703 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2615781.000000 Penalty: 4975.441895
	Iteration 18Q: 3 clusters Score -2615781 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2615839.500000 Penalty: 4975.441895
	Iteration 19Q: 3 clusters Score -2615840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2615887.000000 Penalty: 4975.441895
	Iteration 20F: 3 clusters Score -2615887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2615924.000000 Penalty: 4975.441895
	Iteration 21Q: 3 clusters Score -2615924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2615947.750000 Penalty: 4975.441895
	Iteration 22Q: 3 clusters Score -2615948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -2615962.500000 Penalty: 4975.441895
	Iteration 23Q: 3 clusters Score -2615962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2615977.000000 Penalty: 4975.441895
	Iteration 24Q: 3 clusters Score -2615977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2615984.000000 Penalty: 4975.441895
	Iteration 25Q: 3 clusters Score -2615984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2615999.250000 Penalty: 4975.441895
	Iteration 26Q: 3 clusters Score -2615999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2616008.000000 Penalty: 4975.441895
	Iteration 27Q: 3 clusters Score -2616008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2616014.750000 Penalty: 4975.441895
	Iteration 28Q: 3 clusters Score -2616015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2616023.250000 Penalty: 4975.441895
	Iteration 29Q: 3 clusters Score -2616023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2616026.250000 Penalty: 4975.441895
	Iteration 30Q: 3 clusters Score -2616026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -2616030.750000 Penalty: 4975.441895
	Iteration 31Q: 3 clusters Score -2616031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2616035.250000 Penalty: 4975.441895
	Iteration 32Q: 3 clusters Score -2616035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2616044.500000 Penalty: 4975.441895
	Iteration 33Q: 3 clusters Score -2616044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2616044.250000 Penalty: 4975.441895
	Iteration 34Q: 3 clusters Score -2616044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2616046.750000 Penalty: 4975.441895
	Iteration 35Q: 3 clusters Score -2616047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2616046.500000 Penalty: 4975.441895
	Iteration 36Q: 3 clusters Score -2616046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2616049.000000 Penalty: 4975.441895
	Iteration 37Q: 3 clusters Score -2616049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -2616050.500000 Penalty: 4975.441895
	Iteration 38Q: 3 clusters Score -2616050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2616046.750000 Penalty: 4975.441895
	Iteration 39Q: 3 clusters Score -2616047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2616046.750000 Penalty: 4975.441895
	Iteration 40F: 3 clusters Score -2616047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (203589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203589 members 
Entering Unmasked Estep 
Score: -23944956.000000 Penalty: 3031.517090
	Iteration 0F: 2 clusters Score -2.394496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -23815844.000000 Penalty: 6063.034180
	Iteration 0F: 3 clusters Score -2.381584e+07 nChanged 98187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98573 members 
Mstep: Class 2 contains 105016 members 
Entering Unmasked Estep 
Score: -23873474.000000 Penalty: 6063.034180
	Iteration 1F: 3 clusters Score -2.387347e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 107355 members 
Entering Unmasked Estep 
Score: -23874708.000000 Penalty: 6063.034180
	Iteration 2Q: 3 clusters Score -2.387471e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -23876098.000000 Penalty: 6063.034180
	Iteration 3Q: 3 clusters Score -2.38761e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86823 members 
Mstep: Class 2 contains 116766 members 
Entering Unmasked Estep 
Score: -23878584.000000 Penalty: 6063.034180
	Iteration 4Q: 3 clusters Score -2.387858e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 125308 members 
Entering Unmasked Estep 
Score: -23883132.000000 Penalty: 6063.034180
	Iteration 5Q: 3 clusters Score -2.388313e+07 nChanged 13067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 137511 members 
Entering Unmasked Estep 
Score: -23891144.000000 Penalty: 6063.034180
	Iteration 6F: 3 clusters Score -2.389114e+07 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 153454 members 
Entering Unmasked Estep 
Score: -23903748.000000 Penalty: 6063.034180
	Iteration 7F: 3 clusters Score -2.390375e+07 nChanged 17876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -23918804.000000 Penalty: 6063.034180
	Iteration 8F: 3 clusters Score -2.39188e+07 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 186238 members 
Entering Unmasked Estep 
Score: -23930048.000000 Penalty: 6063.034180
	Iteration 9F: 3 clusters Score -2.393005e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 195741 members 
Entering Unmasked Estep 
Score: -23937076.000000 Penalty: 6063.034180
	Iteration 10Q: 3 clusters Score -2.393708e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 200240 members 
Entering Unmasked Estep 
Score: -23940466.000000 Penalty: 6063.034180
	Iteration 11Q: 3 clusters Score -2.394047e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 201984 members 
Entering Unmasked Estep 
Score: -23941684.000000 Penalty: 6063.034180
	Iteration 12Q: 3 clusters Score -2.394168e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 202628 members 
Entering Unmasked Estep 
Score: -23942198.000000 Penalty: 6063.034180
	Iteration 13Q: 3 clusters Score -2.39422e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 202846 members 
Entering Unmasked Estep 
Score: -23942322.000000 Penalty: 6063.034180
	Iteration 14Q: 3 clusters Score -2.394232e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 202934 members 
Entering Unmasked Estep 
Score: -23942438.000000 Penalty: 6063.034180
	Iteration 15Q: 3 clusters Score -2.394244e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 202978 members 
Entering Unmasked Estep 
Score: -23942466.000000 Penalty: 6063.034180
	Iteration 16Q: 3 clusters Score -2.394247e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 203006 members 
Entering Unmasked Estep 
Score: -23942470.000000 Penalty: 6063.034180
	Iteration 17Q: 3 clusters Score -2.394247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 203023 members 
Entering Unmasked Estep 
Score: -23942490.000000 Penalty: 6063.034180
	Iteration 18Q: 3 clusters Score -2.394249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 203042 members 
Entering Unmasked Estep 
Score: -23942516.000000 Penalty: 6063.034180
	Iteration 19Q: 3 clusters Score -2.394252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 203054 members 
Entering Unmasked Estep 
Score: -23942508.000000 Penalty: 6063.034180
	Iteration 20F: 3 clusters Score -2.394251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 203061 members 
Entering Unmasked Estep 
Score: -23942518.000000 Penalty: 6063.034180
	Iteration 21Q: 3 clusters Score -2.394252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 203071 members 
Entering Unmasked Estep 
Score: -23942522.000000 Penalty: 6063.034180
	Iteration 22Q: 3 clusters Score -2.394252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 203074 members 
Entering Unmasked Estep 
Score: -23942526.000000 Penalty: 6063.034180
	Iteration 23Q: 3 clusters Score -2.394253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 203075 members 
Entering Unmasked Estep 
Score: -23942526.000000 Penalty: 6063.034180
	Iteration 24Q: 3 clusters Score -2.394253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 203077 members 
Entering Unmasked Estep 
Score: -23942518.000000 Penalty: 6063.034180
	Iteration 25Q: 3 clusters Score -2.394252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 203079 members 
Entering Unmasked Estep 
Score: -23942524.000000 Penalty: 6063.034180
	Iteration 26Q: 3 clusters Score -2.394252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 203081 members 
Entering Unmasked Estep 
Score: -23942532.000000 Penalty: 6063.034180
	Iteration 27Q: 3 clusters Score -2.394253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 203081 members 
Entering Unmasked Estep 
Score: -23942528.000000 Penalty: 6063.034180
	Iteration 28Q: 3 clusters Score -2.394253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 203084 members 
Entering Unmasked Estep 
Score: -23942520.000000 Penalty: 6063.034180
	Iteration 29Q: 3 clusters Score -2.394252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 203085 members 
Entering Unmasked Estep 
Score: -23942524.000000 Penalty: 6063.034180
	Iteration 30Q: 3 clusters Score -2.394252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 203086 members 
Entering Unmasked Estep 
Score: -23942532.000000 Penalty: 6063.034180
	Iteration 31Q: 3 clusters Score -2.394253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 203087 members 
Entering Unmasked Estep 
Score: -23942524.000000 Penalty: 6063.034180
	Iteration 32Q: 3 clusters Score -2.394252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 203087 members 
Entering Unmasked Estep 
Score: -23942524.000000 Penalty: 6063.034180
	Iteration 33F: 3 clusters Score -2.394252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -91986.679688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -91986.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90154.843750 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -90154.84 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90465.867188 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -90465.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90556.570312 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -90556.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90611.507812 Penalty: 3348.546387
	Iteration 3Q: 3 clusters Score -90611.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90641.335938 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -90641.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90669.320312 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -90669.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90710.929688 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -90710.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90809.679688 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -90809.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90998.820312 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -90998.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91078.007812 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -91078.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91153.476562 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -91153.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91237.117188 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -91237.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91311.210938 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -91311.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -91340.429688 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -91340.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -91363.609375 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -91363.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91370.835938 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -91370.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91370.835938 Penalty: 3348.546387
	Iteration 16F: 3 clusters Score -91370.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Entering Unmasked Estep 
Score: -1079768.500000 Penalty: 2281.069824
	Iteration 0F: 2 clusters Score -1079768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1072139.125000 Penalty: 4562.139648
	Iteration 0F: 3 clusters Score -1072139 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1074352.875000 Penalty: 4562.139648
	Iteration 1F: 3 clusters Score -1074353 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1074784.625000 Penalty: 4562.139648
	Iteration 2F: 3 clusters Score -1074785 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1075199.000000 Penalty: 4562.139648
	Iteration 3F: 3 clusters Score -1075199 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1075611.750000 Penalty: 4562.139648
	Iteration 4F: 3 clusters Score -1075612 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1076101.875000 Penalty: 4562.139648
	Iteration 5F: 3 clusters Score -1076102 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1076634.875000 Penalty: 4562.139648
	Iteration 6F: 3 clusters Score -1076635 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1077044.875000 Penalty: 4562.139648
	Iteration 7F: 3 clusters Score -1077045 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1077392.125000 Penalty: 4562.139648
	Iteration 8Q: 3 clusters Score -1077392 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1077608.625000 Penalty: 4562.139648
	Iteration 9Q: 3 clusters Score -1077609 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1077743.125000 Penalty: 4562.139648
	Iteration 10Q: 3 clusters Score -1077743 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1077825.750000 Penalty: 4562.139648
	Iteration 11Q: 3 clusters Score -1077826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1077892.375000 Penalty: 4562.139648
	Iteration 12Q: 3 clusters Score -1077892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1077951.500000 Penalty: 4562.139648
	Iteration 13Q: 3 clusters Score -1077952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1078001.000000 Penalty: 4562.139648
	Iteration 14Q: 3 clusters Score -1078001 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1078035.875000 Penalty: 4562.139648
	Iteration 15Q: 3 clusters Score -1078036 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1078074.375000 Penalty: 4562.139648
	Iteration 16Q: 3 clusters Score -1078074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1078095.375000 Penalty: 4562.139648
	Iteration 17Q: 3 clusters Score -1078095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1078120.750000 Penalty: 4562.139648
	Iteration 18Q: 3 clusters Score -1078121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1078144.500000 Penalty: 4562.139648
	Iteration 19Q: 3 clusters Score -1078144 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1078167.125000 Penalty: 4562.139648
	Iteration 20F: 3 clusters Score -1078167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1078184.000000 Penalty: 4562.139648
	Iteration 21Q: 3 clusters Score -1078184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1078201.500000 Penalty: 4562.139648
	Iteration 22Q: 3 clusters Score -1078202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1078219.125000 Penalty: 4562.139648
	Iteration 23Q: 3 clusters Score -1078219 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1078225.875000 Penalty: 4562.139648
	Iteration 24Q: 3 clusters Score -1078226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1078234.750000 Penalty: 4562.139648
	Iteration 25Q: 3 clusters Score -1078235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1078239.375000 Penalty: 4562.139648
	Iteration 26Q: 3 clusters Score -1078239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1078247.125000 Penalty: 4562.139648
	Iteration 27Q: 3 clusters Score -1078247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1078250.375000 Penalty: 4562.139648
	Iteration 28Q: 3 clusters Score -1078250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1078258.750000 Penalty: 4562.139648
	Iteration 29Q: 3 clusters Score -1078259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1078260.000000 Penalty: 4562.139648
	Iteration 30Q: 3 clusters Score -1078260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1078259.375000 Penalty: 4562.139648
	Iteration 31Q: 3 clusters Score -1078259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1078264.250000 Penalty: 4562.139648
	Iteration 32Q: 3 clusters Score -1078264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1078266.125000 Penalty: 4562.139648
	Iteration 33Q: 3 clusters Score -1078266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1078267.375000 Penalty: 4562.139648
	Iteration 34Q: 3 clusters Score -1078267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1078266.875000 Penalty: 4562.139648
	Iteration 35Q: 3 clusters Score -1078267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1078267.000000 Penalty: 4562.139648
	Iteration 36Q: 3 clusters Score -1078267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1078267.500000 Penalty: 4562.139648
	Iteration 37Q: 3 clusters Score -1078268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1078269.625000 Penalty: 4562.139648
	Iteration 38Q: 3 clusters Score -1078270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1078271.375000 Penalty: 4562.139648
	Iteration 39Q: 3 clusters Score -1078271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1078273.500000 Penalty: 4562.139648
	Iteration 40F: 3 clusters Score -1078274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1078275.500000 Penalty: 4562.139648
	Iteration 41Q: 3 clusters Score -1078276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1078277.375000 Penalty: 4562.139648
	Iteration 42Q: 3 clusters Score -1078277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1078278.125000 Penalty: 4562.139648
	Iteration 43Q: 3 clusters Score -1078278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1078278.125000 Penalty: 4562.139648
	Iteration 44F: 3 clusters Score -1078278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (246711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246711 members 
Entering Unmasked Estep 
Score: -28788478.000000 Penalty: 3079.161133
	Iteration 0F: 2 clusters Score -2.878848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 124028 members 
Entering Unmasked Estep 
Score: -28643142.000000 Penalty: 6158.322266
	Iteration 0F: 3 clusters Score -2.864314e+07 nChanged 118999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112804 members 
Mstep: Class 2 contains 133907 members 
Entering Unmasked Estep 
Score: -28714374.000000 Penalty: 6158.322266
	Iteration 1F: 3 clusters Score -2.871437e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 140522 members 
Entering Unmasked Estep 
Score: -28717202.000000 Penalty: 6158.322266
	Iteration 2Q: 3 clusters Score -2.87172e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -28721846.000000 Penalty: 6158.322266
	Iteration 3Q: 3 clusters Score -2.872185e+07 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80804 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -28730766.000000 Penalty: 6158.322266
	Iteration 4F: 3 clusters Score -2.873077e+07 nChanged 20578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -28743380.000000 Penalty: 6158.322266
	Iteration 5F: 3 clusters Score -2.874338e+07 nChanged 22937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 209278 members 
Entering Unmasked Estep 
Score: -28758930.000000 Penalty: 6158.322266
	Iteration 6F: 3 clusters Score -2.875893e+07 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 228151 members 
Entering Unmasked Estep 
Score: -28771850.000000 Penalty: 6158.322266
	Iteration 7F: 3 clusters Score -2.877185e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 239161 members 
Entering Unmasked Estep 
Score: -28779988.000000 Penalty: 6158.322266
	Iteration 8Q: 3 clusters Score -2.877999e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 243812 members 
Entering Unmasked Estep 
Score: -28783480.000000 Penalty: 6158.322266
	Iteration 9Q: 3 clusters Score -2.878348e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 245405 members 
Entering Unmasked Estep 
Score: -28784764.000000 Penalty: 6158.322266
	Iteration 10Q: 3 clusters Score -2.878476e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 245933 members 
Entering Unmasked Estep 
Score: -28785288.000000 Penalty: 6158.322266
	Iteration 11Q: 3 clusters Score -2.878529e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 246121 members 
Entering Unmasked Estep 
Score: -28785528.000000 Penalty: 6158.322266
	Iteration 12Q: 3 clusters Score -2.878553e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 246188 members 
Entering Unmasked Estep 
Score: -28785636.000000 Penalty: 6158.322266
	Iteration 13Q: 3 clusters Score -2.878564e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 246239 members 
Entering Unmasked Estep 
Score: -28785722.000000 Penalty: 6158.322266
	Iteration 14Q: 3 clusters Score -2.878572e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 246265 members 
Entering Unmasked Estep 
Score: -28785812.000000 Penalty: 6158.322266
	Iteration 15Q: 3 clusters Score -2.878581e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 246271 members 
Entering Unmasked Estep 
Score: -28785826.000000 Penalty: 6158.322266
	Iteration 16Q: 3 clusters Score -2.878583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 246276 members 
Entering Unmasked Estep 
Score: -28785820.000000 Penalty: 6158.322266
	Iteration 17Q: 3 clusters Score -2.878582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 246277 members 
Entering Unmasked Estep 
Score: -28785852.000000 Penalty: 6158.322266
	Iteration 18Q: 3 clusters Score -2.878585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 246280 members 
Entering Unmasked Estep 
Score: -28785872.000000 Penalty: 6158.322266
	Iteration 19Q: 3 clusters Score -2.878587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 246287 members 
Entering Unmasked Estep 
Score: -28785876.000000 Penalty: 6158.322266
	Iteration 20F: 3 clusters Score -2.878588e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 246292 members 
Entering Unmasked Estep 
Score: -28785864.000000 Penalty: 6158.322266
	Iteration 21Q: 3 clusters Score -2.878586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 246293 members 
Entering Unmasked Estep 
Score: -28785880.000000 Penalty: 6158.322266
	Iteration 22Q: 3 clusters Score -2.878588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 246299 members 
Entering Unmasked Estep 
Score: -28785902.000000 Penalty: 6158.322266
	Iteration 23Q: 3 clusters Score -2.87859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 246306 members 
Entering Unmasked Estep 
Score: -28785908.000000 Penalty: 6158.322266
	Iteration 24Q: 3 clusters Score -2.878591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 246309 members 
Entering Unmasked Estep 
Score: -28785928.000000 Penalty: 6158.322266
	Iteration 25Q: 3 clusters Score -2.878593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 246310 members 
Entering Unmasked Estep 
Score: -28785928.000000 Penalty: 6158.322266
	Iteration 26Q: 3 clusters Score -2.878593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 246311 members 
Entering Unmasked Estep 
Score: -28785916.000000 Penalty: 6158.322266
	Iteration 27Q: 3 clusters Score -2.878592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 246311 members 
Entering Unmasked Estep 
Score: -28785916.000000 Penalty: 6158.322266
	Iteration 28F: 3 clusters Score -2.878592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Entering Unmasked Estep 
Score: -1811021.125000 Penalty: 2389.257812
	Iteration 0F: 2 clusters Score -1811021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1800065.250000 Penalty: 4778.515625
	Iteration 0F: 3 clusters Score -1800065 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1803609.500000 Penalty: 4778.515625
	Iteration 1F: 3 clusters Score -1803610 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1803929.375000 Penalty: 4778.515625
	Iteration 2F: 3 clusters Score -1803929 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1804177.625000 Penalty: 4778.515625
	Iteration 3Q: 3 clusters Score -1804178 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1804375.125000 Penalty: 4778.515625
	Iteration 4Q: 3 clusters Score -1804375 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1804547.875000 Penalty: 4778.515625
	Iteration 5Q: 3 clusters Score -1804548 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1804739.000000 Penalty: 4778.515625
	Iteration 6Q: 3 clusters Score -1804739 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1804998.125000 Penalty: 4778.515625
	Iteration 7Q: 3 clusters Score -1804998 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1805310.125000 Penalty: 4778.515625
	Iteration 8Q: 3 clusters Score -1805310 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1805669.375000 Penalty: 4778.515625
	Iteration 9Q: 3 clusters Score -1805669 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1806075.500000 Penalty: 4778.515625
	Iteration 10Q: 3 clusters Score -1806076 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1806476.000000 Penalty: 4778.515625
	Iteration 11Q: 3 clusters Score -1806476 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1806805.500000 Penalty: 4778.515625
	Iteration 12Q: 3 clusters Score -1806806 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1807045.875000 Penalty: 4778.515625
	Iteration 13Q: 3 clusters Score -1807046 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1807199.000000 Penalty: 4778.515625
	Iteration 14Q: 3 clusters Score -1807199 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1807298.375000 Penalty: 4778.515625
	Iteration 15Q: 3 clusters Score -1807298 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1807394.625000 Penalty: 4778.515625
	Iteration 16Q: 3 clusters Score -1807395 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1807476.750000 Penalty: 4778.515625
	Iteration 17Q: 3 clusters Score -1807477 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1807557.000000 Penalty: 4778.515625
	Iteration 18Q: 3 clusters Score -1807557 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1807612.500000 Penalty: 4778.515625
	Iteration 19Q: 3 clusters Score -1807612 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1807669.000000 Penalty: 4778.515625
	Iteration 20F: 3 clusters Score -1807669 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1807714.000000 Penalty: 4778.515625
	Iteration 21Q: 3 clusters Score -1807714 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1807757.750000 Penalty: 4778.515625
	Iteration 22Q: 3 clusters Score -1807758 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1807800.125000 Penalty: 4778.515625
	Iteration 23Q: 3 clusters Score -1807800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1807839.750000 Penalty: 4778.515625
	Iteration 24Q: 3 clusters Score -1807840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1807883.250000 Penalty: 4778.515625
	Iteration 25Q: 3 clusters Score -1807883 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1807911.000000 Penalty: 4778.515625
	Iteration 26Q: 3 clusters Score -1807911 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1807949.375000 Penalty: 4778.515625
	Iteration 27Q: 3 clusters Score -1807949 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1807977.750000 Penalty: 4778.515625
	Iteration 28Q: 3 clusters Score -1807978 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1808006.125000 Penalty: 4778.515625
	Iteration 29Q: 3 clusters Score -1808006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1808037.125000 Penalty: 4778.515625
	Iteration 30Q: 3 clusters Score -1808037 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1808072.750000 Penalty: 4778.515625
	Iteration 31Q: 3 clusters Score -1808073 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1808100.000000 Penalty: 4778.515625
	Iteration 32Q: 3 clusters Score -1808100 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1808126.500000 Penalty: 4778.515625
	Iteration 33Q: 3 clusters Score -1808126 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1808145.500000 Penalty: 4778.515625
	Iteration 34Q: 3 clusters Score -1808146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1808167.000000 Penalty: 4778.515625
	Iteration 35Q: 3 clusters Score -1808167 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1808187.875000 Penalty: 4778.515625
	Iteration 36Q: 3 clusters Score -1808188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1808197.750000 Penalty: 4778.515625
	Iteration 37Q: 3 clusters Score -1808198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1808207.000000 Penalty: 4778.515625
	Iteration 38Q: 3 clusters Score -1808207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1808213.875000 Penalty: 4778.515625
	Iteration 39Q: 3 clusters Score -1808214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1808218.250000 Penalty: 4778.515625
	Iteration 40F: 3 clusters Score -1808218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1808221.375000 Penalty: 4778.515625
	Iteration 41Q: 3 clusters Score -1808221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1808228.250000 Penalty: 4778.515625
	Iteration 42Q: 3 clusters Score -1808228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1808231.500000 Penalty: 4778.515625
	Iteration 43Q: 3 clusters Score -1808232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1808232.250000 Penalty: 4778.515625
	Iteration 44Q: 3 clusters Score -1808232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1808238.875000 Penalty: 4778.515625
	Iteration 45Q: 3 clusters Score -1808239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1808240.625000 Penalty: 4778.515625
	Iteration 46Q: 3 clusters Score -1808241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1808244.750000 Penalty: 4778.515625
	Iteration 47Q: 3 clusters Score -1808245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1808248.125000 Penalty: 4778.515625
	Iteration 48Q: 3 clusters Score -1808248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1808251.250000 Penalty: 4778.515625
	Iteration 49Q: 3 clusters Score -1808251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1808254.000000 Penalty: 4778.515625
	Iteration 50Q: 3 clusters Score -1808254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1808259.375000 Penalty: 4778.515625
	Iteration 51Q: 3 clusters Score -1808259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1808259.625000 Penalty: 4778.515625
	Iteration 52Q: 3 clusters Score -1808260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1808263.750000 Penalty: 4778.515625
	Iteration 53Q: 3 clusters Score -1808264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1808269.625000 Penalty: 4778.515625
	Iteration 54Q: 3 clusters Score -1808270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1808275.250000 Penalty: 4778.515625
	Iteration 55Q: 3 clusters Score -1808275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1808279.625000 Penalty: 4778.515625
	Iteration 56Q: 3 clusters Score -1808280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1808282.250000 Penalty: 4778.515625
	Iteration 57Q: 3 clusters Score -1808282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1808283.625000 Penalty: 4778.515625
	Iteration 58Q: 3 clusters Score -1808284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1808289.000000 Penalty: 4778.515625
	Iteration 59Q: 3 clusters Score -1808289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1808287.500000 Penalty: 4778.515625
	Iteration 60F: 3 clusters Score -1808288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1808289.875000 Penalty: 4778.515625
	Iteration 61Q: 3 clusters Score -1808290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1808295.375000 Penalty: 4778.515625
	Iteration 62Q: 3 clusters Score -1808295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1808301.500000 Penalty: 4778.515625
	Iteration 63Q: 3 clusters Score -1808302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1808301.125000 Penalty: 4778.515625
	Iteration 64Q: 3 clusters Score -1808301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1808306.125000 Penalty: 4778.515625
	Iteration 65Q: 3 clusters Score -1808306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1808305.875000 Penalty: 4778.515625
	Iteration 66Q: 3 clusters Score -1808306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1808305.375000 Penalty: 4778.515625
	Iteration 67Q: 3 clusters Score -1808305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1808311.000000 Penalty: 4778.515625
	Iteration 68Q: 3 clusters Score -1808311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1808315.000000 Penalty: 4778.515625
	Iteration 69Q: 3 clusters Score -1808315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1808314.750000 Penalty: 4778.515625
	Iteration 70Q: 3 clusters Score -1808315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1808315.000000 Penalty: 4778.515625
	Iteration 71Q: 3 clusters Score -1808315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1808314.250000 Penalty: 4778.515625
	Iteration 72Q: 3 clusters Score -1808314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1808319.375000 Penalty: 4778.515625
	Iteration 73Q: 3 clusters Score -1808319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1808319.125000 Penalty: 4778.515625
	Iteration 74Q: 3 clusters Score -1808319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1808319.625000 Penalty: 4778.515625
	Iteration 75Q: 3 clusters Score -1808320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1808321.125000 Penalty: 4778.515625
	Iteration 76Q: 3 clusters Score -1808321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1808320.000000 Penalty: 4778.515625
	Iteration 77Q: 3 clusters Score -1808320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1808323.500000 Penalty: 4778.515625
	Iteration 78Q: 3 clusters Score -1808324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1808322.750000 Penalty: 4778.515625
	Iteration 79Q: 3 clusters Score -1808323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1808323.375000 Penalty: 4778.515625
	Iteration 80F: 3 clusters Score -1808323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1808319.500000 Penalty: 4778.515625
	Iteration 81Q: 3 clusters Score -1808320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1808319.125000 Penalty: 4778.515625
	Iteration 82Q: 3 clusters Score -1808319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1808319.250000 Penalty: 4778.515625
	Iteration 83Q: 3 clusters Score -1808319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1808319.250000 Penalty: 4778.515625
	Iteration 84F: 3 clusters Score -1808319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Entering Unmasked Estep 
Score: -7105388.000000 Penalty: 2733.990234
	Iteration 0F: 2 clusters Score -7105388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -7064329.000000 Penalty: 5467.980469
	Iteration 0F: 3 clusters Score -7064329 nChanged 28530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7080336.000000 Penalty: 5467.980469
	Iteration 1F: 3 clusters Score -7080336 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -7081166.500000 Penalty: 5467.980469
	Iteration 2Q: 3 clusters Score -7081166 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -7082333.000000 Penalty: 5467.980469
	Iteration 3Q: 3 clusters Score -7082333 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -7083774.000000 Penalty: 5467.980469
	Iteration 4F: 3 clusters Score -7083774 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -7085960.500000 Penalty: 5467.980469
	Iteration 5F: 3 clusters Score -7085960 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -7088477.000000 Penalty: 5467.980469
	Iteration 6F: 3 clusters Score -7088477 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -7090927.500000 Penalty: 5467.980469
	Iteration 7F: 3 clusters Score -7090928 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -7092818.000000 Penalty: 5467.980469
	Iteration 8F: 3 clusters Score -7092818 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -7094115.500000 Penalty: 5467.980469
	Iteration 9F: 3 clusters Score -7094116 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -7094970.500000 Penalty: 5467.980469
	Iteration 10Q: 3 clusters Score -7094970 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -7095499.500000 Penalty: 5467.980469
	Iteration 11Q: 3 clusters Score -7095500 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -7095905.000000 Penalty: 5467.980469
	Iteration 12Q: 3 clusters Score -7095905 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -7096416.500000 Penalty: 5467.980469
	Iteration 13Q: 3 clusters Score -7096416 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -7096962.500000 Penalty: 5467.980469
	Iteration 14Q: 3 clusters Score -7096962 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -7097623.500000 Penalty: 5467.980469
	Iteration 15Q: 3 clusters Score -7097624 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -7098375.500000 Penalty: 5467.980469
	Iteration 16Q: 3 clusters Score -7098376 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -7099165.500000 Penalty: 5467.980469
	Iteration 17Q: 3 clusters Score -7099166 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -7100111.000000 Penalty: 5467.980469
	Iteration 18Q: 3 clusters Score -7100111 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -7100966.000000 Penalty: 5467.980469
	Iteration 19Q: 3 clusters Score -7100966 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -7101831.500000 Penalty: 5467.980469
	Iteration 20F: 3 clusters Score -7101832 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7102595.500000 Penalty: 5467.980469
	Iteration 21Q: 3 clusters Score -7102596 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -7103174.500000 Penalty: 5467.980469
	Iteration 22Q: 3 clusters Score -7103174 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7103533.000000 Penalty: 5467.980469
	Iteration 23Q: 3 clusters Score -7103533 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7103775.000000 Penalty: 5467.980469
	Iteration 24Q: 3 clusters Score -7103775 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7103931.000000 Penalty: 5467.980469
	Iteration 25Q: 3 clusters Score -7103931 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7103996.500000 Penalty: 5467.980469
	Iteration 26Q: 3 clusters Score -7103996 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7104070.000000 Penalty: 5467.980469
	Iteration 27Q: 3 clusters Score -7104070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7104110.500000 Penalty: 5467.980469
	Iteration 28Q: 3 clusters Score -7104110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7104150.500000 Penalty: 5467.980469
	Iteration 29Q: 3 clusters Score -7104150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7104154.000000 Penalty: 5467.980469
	Iteration 30Q: 3 clusters Score -7104154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7104183.000000 Penalty: 5467.980469
	Iteration 31Q: 3 clusters Score -7104183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59649 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7104183.000000 Penalty: 5467.980469
	Iteration 32Q: 3 clusters Score -7104183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7104191.000000 Penalty: 5467.980469
	Iteration 33Q: 3 clusters Score -7104191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7104179.500000 Penalty: 5467.980469
	Iteration 34Q: 3 clusters Score -7104180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7104189.000000 Penalty: 5467.980469
	Iteration 35Q: 3 clusters Score -7104189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7104202.500000 Penalty: 5467.980469
	Iteration 36Q: 3 clusters Score -7104202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7104204.000000 Penalty: 5467.980469
	Iteration 37Q: 3 clusters Score -7104204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7104205.500000 Penalty: 5467.980469
	Iteration 38Q: 3 clusters Score -7104206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7104211.500000 Penalty: 5467.980469
	Iteration 39Q: 3 clusters Score -7104212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7104208.500000 Penalty: 5467.980469
	Iteration 40F: 3 clusters Score -7104208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7104210.000000 Penalty: 5467.980469
	Iteration 41Q: 3 clusters Score -7104210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59800 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7104219.500000 Penalty: 5467.980469
	Iteration 42Q: 3 clusters Score -7104220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7104217.500000 Penalty: 5467.980469
	Iteration 43Q: 3 clusters Score -7104218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7104212.500000 Penalty: 5467.980469
	Iteration 44Q: 3 clusters Score -7104212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7104213.500000 Penalty: 5467.980469
	Iteration 45Q: 3 clusters Score -7104214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7104218.000000 Penalty: 5467.980469
	Iteration 46Q: 3 clusters Score -7104218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7104217.500000 Penalty: 5467.980469
	Iteration 47Q: 3 clusters Score -7104218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7104216.500000 Penalty: 5467.980469
	Iteration 48Q: 3 clusters Score -7104216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7104222.000000 Penalty: 5467.980469
	Iteration 49Q: 3 clusters Score -7104222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7104224.500000 Penalty: 5467.980469
	Iteration 50Q: 3 clusters Score -7104224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7104226.000000 Penalty: 5467.980469
	Iteration 51Q: 3 clusters Score -7104226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7104226.000000 Penalty: 5467.980469
	Iteration 52F: 3 clusters Score -7104226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Entering Unmasked Estep 
Score: -4517035.000000 Penalty: 2641.125977
	Iteration 0F: 2 clusters Score -4517035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4488392.000000 Penalty: 5282.251953
	Iteration 0F: 3 clusters Score -4488392 nChanged 19414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -4500287.000000 Penalty: 5282.251953
	Iteration 1F: 3 clusters Score -4500287 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4501684.500000 Penalty: 5282.251953
	Iteration 2F: 3 clusters Score -4501684 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -4503230.000000 Penalty: 5282.251953
	Iteration 3F: 3 clusters Score -4503230 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -4504778.000000 Penalty: 5282.251953
	Iteration 4F: 3 clusters Score -4504778 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -4506141.500000 Penalty: 5282.251953
	Iteration 5F: 3 clusters Score -4506142 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4507351.000000 Penalty: 5282.251953
	Iteration 6F: 3 clusters Score -4507351 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4508418.000000 Penalty: 5282.251953
	Iteration 7Q: 3 clusters Score -4508418 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4509270.500000 Penalty: 5282.251953
	Iteration 8Q: 3 clusters Score -4509270 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -4509992.500000 Penalty: 5282.251953
	Iteration 9Q: 3 clusters Score -4509992 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4510736.000000 Penalty: 5282.251953
	Iteration 10Q: 3 clusters Score -4510736 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -4511394.000000 Penalty: 5282.251953
	Iteration 11Q: 3 clusters Score -4511394 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4512048.500000 Penalty: 5282.251953
	Iteration 12Q: 3 clusters Score -4512048 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4512662.500000 Penalty: 5282.251953
	Iteration 13Q: 3 clusters Score -4512662 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -4513238.000000 Penalty: 5282.251953
	Iteration 14Q: 3 clusters Score -4513238 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -4513705.500000 Penalty: 5282.251953
	Iteration 15Q: 3 clusters Score -4513706 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -4514063.500000 Penalty: 5282.251953
	Iteration 16Q: 3 clusters Score -4514064 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4514372.500000 Penalty: 5282.251953
	Iteration 17Q: 3 clusters Score -4514372 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -4514626.500000 Penalty: 5282.251953
	Iteration 18Q: 3 clusters Score -4514626 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4514835.000000 Penalty: 5282.251953
	Iteration 19Q: 3 clusters Score -4514835 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -4514982.500000 Penalty: 5282.251953
	Iteration 20F: 3 clusters Score -4514982 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -4515082.000000 Penalty: 5282.251953
	Iteration 21Q: 3 clusters Score -4515082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -4515177.000000 Penalty: 5282.251953
	Iteration 22Q: 3 clusters Score -4515177 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4515233.500000 Penalty: 5282.251953
	Iteration 23Q: 3 clusters Score -4515234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -4515294.500000 Penalty: 5282.251953
	Iteration 24Q: 3 clusters Score -4515294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -4515334.500000 Penalty: 5282.251953
	Iteration 25Q: 3 clusters Score -4515334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -4515369.000000 Penalty: 5282.251953
	Iteration 26Q: 3 clusters Score -4515369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -4515409.500000 Penalty: 5282.251953
	Iteration 27Q: 3 clusters Score -4515410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -4515439.500000 Penalty: 5282.251953
	Iteration 28Q: 3 clusters Score -4515440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -4515445.500000 Penalty: 5282.251953
	Iteration 29Q: 3 clusters Score -4515446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -4515447.500000 Penalty: 5282.251953
	Iteration 30Q: 3 clusters Score -4515448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -4515456.500000 Penalty: 5282.251953
	Iteration 31Q: 3 clusters Score -4515456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4515462.500000 Penalty: 5282.251953
	Iteration 32Q: 3 clusters Score -4515462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -4515467.500000 Penalty: 5282.251953
	Iteration 33Q: 3 clusters Score -4515468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -4515463.000000 Penalty: 5282.251953
	Iteration 34Q: 3 clusters Score -4515463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -4515469.000000 Penalty: 5282.251953
	Iteration 35Q: 3 clusters Score -4515469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -4515482.000000 Penalty: 5282.251953
	Iteration 36Q: 3 clusters Score -4515482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -4515480.500000 Penalty: 5282.251953
	Iteration 37Q: 3 clusters Score -4515480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -4515492.500000 Penalty: 5282.251953
	Iteration 38Q: 3 clusters Score -4515492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -4515496.500000 Penalty: 5282.251953
	Iteration 39Q: 3 clusters Score -4515496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -4515498.000000 Penalty: 5282.251953
	Iteration 40F: 3 clusters Score -4515498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -4515501.000000 Penalty: 5282.251953
	Iteration 41Q: 3 clusters Score -4515501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -4515503.500000 Penalty: 5282.251953
	Iteration 42Q: 3 clusters Score -4515504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4515502.000000 Penalty: 5282.251953
	Iteration 43Q: 3 clusters Score -4515502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -4515503.500000 Penalty: 5282.251953
	Iteration 44Q: 3 clusters Score -4515504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -4515503.500000 Penalty: 5282.251953
	Iteration 45Q: 3 clusters Score -4515504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -4515502.000000 Penalty: 5282.251953
	Iteration 46Q: 3 clusters Score -4515502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -4515505.500000 Penalty: 5282.251953
	Iteration 47Q: 3 clusters Score -4515506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -4515507.000000 Penalty: 5282.251953
	Iteration 48Q: 3 clusters Score -4515507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -4515511.500000 Penalty: 5282.251953
	Iteration 49Q: 3 clusters Score -4515512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -4515507.000000 Penalty: 5282.251953
	Iteration 50Q: 3 clusters Score -4515507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -4515514.500000 Penalty: 5282.251953
	Iteration 51Q: 3 clusters Score -4515514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -4515517.000000 Penalty: 5282.251953
	Iteration 52Q: 3 clusters Score -4515517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -4515517.000000 Penalty: 5282.251953
	Iteration 53F: 3 clusters Score -4515517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Entering Unmasked Estep 
Score: -2780394.000000 Penalty: 2496.186035
	Iteration 0F: 2 clusters Score -2780394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2763926.000000 Penalty: 4992.372070
	Iteration 0F: 3 clusters Score -2763926 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2769602.750000 Penalty: 4992.372070
	Iteration 1F: 3 clusters Score -2769603 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2770125.750000 Penalty: 4992.372070
	Iteration 2F: 3 clusters Score -2770126 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2770536.000000 Penalty: 4992.372070
	Iteration 3Q: 3 clusters Score -2770536 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2770876.000000 Penalty: 4992.372070
	Iteration 4Q: 3 clusters Score -2770876 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2771220.500000 Penalty: 4992.372070
	Iteration 5Q: 3 clusters Score -2771220 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2771526.750000 Penalty: 4992.372070
	Iteration 6Q: 3 clusters Score -2771527 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2771823.000000 Penalty: 4992.372070
	Iteration 7Q: 3 clusters Score -2771823 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2772166.250000 Penalty: 4992.372070
	Iteration 8Q: 3 clusters Score -2772166 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2772547.500000 Penalty: 4992.372070
	Iteration 9Q: 3 clusters Score -2772548 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2773035.000000 Penalty: 4992.372070
	Iteration 10Q: 3 clusters Score -2773035 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2773634.500000 Penalty: 4992.372070
	Iteration 11Q: 3 clusters Score -2773634 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2774258.750000 Penalty: 4992.372070
	Iteration 12Q: 3 clusters Score -2774259 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2774841.250000 Penalty: 4992.372070
	Iteration 13Q: 3 clusters Score -2774841 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2775339.750000 Penalty: 4992.372070
	Iteration 14Q: 3 clusters Score -2775340 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2775691.500000 Penalty: 4992.372070
	Iteration 15Q: 3 clusters Score -2775692 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2775906.500000 Penalty: 4992.372070
	Iteration 16Q: 3 clusters Score -2775906 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2776068.500000 Penalty: 4992.372070
	Iteration 17Q: 3 clusters Score -2776068 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2776184.500000 Penalty: 4992.372070
	Iteration 18Q: 3 clusters Score -2776184 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2776295.500000 Penalty: 4992.372070
	Iteration 19Q: 3 clusters Score -2776296 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2776390.000000 Penalty: 4992.372070
	Iteration 20F: 3 clusters Score -2776390 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2776507.250000 Penalty: 4992.372070
	Iteration 21Q: 3 clusters Score -2776507 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2776624.500000 Penalty: 4992.372070
	Iteration 22Q: 3 clusters Score -2776624 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2776778.000000 Penalty: 4992.372070
	Iteration 23Q: 3 clusters Score -2776778 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2777005.500000 Penalty: 4992.372070
	Iteration 24Q: 3 clusters Score -2777006 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2777246.500000 Penalty: 4992.372070
	Iteration 25Q: 3 clusters Score -2777246 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2777482.000000 Penalty: 4992.372070
	Iteration 26Q: 3 clusters Score -2777482 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2777719.000000 Penalty: 4992.372070
	Iteration 27Q: 3 clusters Score -2777719 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2777939.000000 Penalty: 4992.372070
	Iteration 28Q: 3 clusters Score -2777939 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2778123.750000 Penalty: 4992.372070
	Iteration 29Q: 3 clusters Score -2778124 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2778281.500000 Penalty: 4992.372070
	Iteration 30Q: 3 clusters Score -2778282 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2778422.750000 Penalty: 4992.372070
	Iteration 31Q: 3 clusters Score -2778423 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2778579.000000 Penalty: 4992.372070
	Iteration 32Q: 3 clusters Score -2778579 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2778766.250000 Penalty: 4992.372070
	Iteration 33Q: 3 clusters Score -2778766 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2779018.250000 Penalty: 4992.372070
	Iteration 34Q: 3 clusters Score -2779018 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2779336.000000 Penalty: 4992.372070
	Iteration 35Q: 3 clusters Score -2779336 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2779548.000000 Penalty: 4992.372070
	Iteration 36Q: 3 clusters Score -2779548 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2779662.250000 Penalty: 4992.372070
	Iteration 37Q: 3 clusters Score -2779662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2779695.250000 Penalty: 4992.372070
	Iteration 38Q: 3 clusters Score -2779695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2779721.500000 Penalty: 4992.372070
	Iteration 39Q: 3 clusters Score -2779722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2779739.000000 Penalty: 4992.372070
	Iteration 40F: 3 clusters Score -2779739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2779747.250000 Penalty: 4992.372070
	Iteration 41Q: 3 clusters Score -2779747 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2779756.250000 Penalty: 4992.372070
	Iteration 42Q: 3 clusters Score -2779756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2779756.000000 Penalty: 4992.372070
	Iteration 43Q: 3 clusters Score -2779756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2779768.250000 Penalty: 4992.372070
	Iteration 44Q: 3 clusters Score -2779768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2779772.250000 Penalty: 4992.372070
	Iteration 45Q: 3 clusters Score -2779772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2779773.250000 Penalty: 4992.372070
	Iteration 46Q: 3 clusters Score -2779773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2779771.750000 Penalty: 4992.372070
	Iteration 47Q: 3 clusters Score -2779772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2779775.750000 Penalty: 4992.372070
	Iteration 48Q: 3 clusters Score -2779776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2779781.000000 Penalty: 4992.372070
	Iteration 49Q: 3 clusters Score -2779781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2779777.250000 Penalty: 4992.372070
	Iteration 50Q: 3 clusters Score -2779777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2779775.000000 Penalty: 4992.372070
	Iteration 51Q: 3 clusters Score -2779775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2779779.500000 Penalty: 4992.372070
	Iteration 52Q: 3 clusters Score -2779780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2779777.750000 Penalty: 4992.372070
	Iteration 53Q: 3 clusters Score -2779778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2779777.750000 Penalty: 4992.372070
	Iteration 54Q: 3 clusters Score -2779778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2779777.750000 Penalty: 4992.372070
	Iteration 55F: 3 clusters Score -2779778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Entering Unmasked Estep 
Score: -4858299.000000 Penalty: 2639.669434
	Iteration 0F: 2 clusters Score -4858299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -4829898.500000 Penalty: 5279.338867
	Iteration 0F: 3 clusters Score -4829898 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -4840500.500000 Penalty: 5279.338867
	Iteration 1F: 3 clusters Score -4840500 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4840990.500000 Penalty: 5279.338867
	Iteration 2Q: 3 clusters Score -4840990 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -4841433.000000 Penalty: 5279.338867
	Iteration 3Q: 3 clusters Score -4841433 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4841819.500000 Penalty: 5279.338867
	Iteration 4Q: 3 clusters Score -4841820 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4842202.000000 Penalty: 5279.338867
	Iteration 5Q: 3 clusters Score -4842202 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4842597.000000 Penalty: 5279.338867
	Iteration 6Q: 3 clusters Score -4842597 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -4843103.000000 Penalty: 5279.338867
	Iteration 7Q: 3 clusters Score -4843103 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4843798.500000 Penalty: 5279.338867
	Iteration 8Q: 3 clusters Score -4843798 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -4844674.500000 Penalty: 5279.338867
	Iteration 9Q: 3 clusters Score -4844674 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -4845909.500000 Penalty: 5279.338867
	Iteration 10F: 3 clusters Score -4845910 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -4847575.500000 Penalty: 5279.338867
	Iteration 11F: 3 clusters Score -4847576 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4849530.000000 Penalty: 5279.338867
	Iteration 12F: 3 clusters Score -4849530 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4851326.000000 Penalty: 5279.338867
	Iteration 13F: 3 clusters Score -4851326 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4852705.000000 Penalty: 5279.338867
	Iteration 14Q: 3 clusters Score -4852705 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4853603.500000 Penalty: 5279.338867
	Iteration 15Q: 3 clusters Score -4853604 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4854168.500000 Penalty: 5279.338867
	Iteration 16Q: 3 clusters Score -4854168 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4854594.500000 Penalty: 5279.338867
	Iteration 17Q: 3 clusters Score -4854594 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -4854867.000000 Penalty: 5279.338867
	Iteration 18Q: 3 clusters Score -4854867 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -4855063.000000 Penalty: 5279.338867
	Iteration 19Q: 3 clusters Score -4855063 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -4855209.500000 Penalty: 5279.338867
	Iteration 20F: 3 clusters Score -4855210 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -4855337.500000 Penalty: 5279.338867
	Iteration 21Q: 3 clusters Score -4855338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -4855459.500000 Penalty: 5279.338867
	Iteration 22Q: 3 clusters Score -4855460 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -4855573.500000 Penalty: 5279.338867
	Iteration 23Q: 3 clusters Score -4855574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -4855636.000000 Penalty: 5279.338867
	Iteration 24Q: 3 clusters Score -4855636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -4855697.500000 Penalty: 5279.338867
	Iteration 25Q: 3 clusters Score -4855698 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -4855742.500000 Penalty: 5279.338867
	Iteration 26Q: 3 clusters Score -4855742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -4855785.500000 Penalty: 5279.338867
	Iteration 27Q: 3 clusters Score -4855786 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4855829.500000 Penalty: 5279.338867
	Iteration 28Q: 3 clusters Score -4855830 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4855855.000000 Penalty: 5279.338867
	Iteration 29Q: 3 clusters Score -4855855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4855898.000000 Penalty: 5279.338867
	Iteration 30Q: 3 clusters Score -4855898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4855921.000000 Penalty: 5279.338867
	Iteration 31Q: 3 clusters Score -4855921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -4855945.000000 Penalty: 5279.338867
	Iteration 32Q: 3 clusters Score -4855945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -4855963.000000 Penalty: 5279.338867
	Iteration 33Q: 3 clusters Score -4855963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -4855976.000000 Penalty: 5279.338867
	Iteration 34Q: 3 clusters Score -4855976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -4855984.000000 Penalty: 5279.338867
	Iteration 35Q: 3 clusters Score -4855984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -4856006.500000 Penalty: 5279.338867
	Iteration 36Q: 3 clusters Score -4856006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4856022.000000 Penalty: 5279.338867
	Iteration 37Q: 3 clusters Score -4856022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -4856024.500000 Penalty: 5279.338867
	Iteration 38Q: 3 clusters Score -4856024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -4856033.500000 Penalty: 5279.338867
	Iteration 39Q: 3 clusters Score -4856034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -4856044.500000 Penalty: 5279.338867
	Iteration 40F: 3 clusters Score -4856044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -4856059.000000 Penalty: 5279.338867
	Iteration 41Q: 3 clusters Score -4856059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -4856057.000000 Penalty: 5279.338867
	Iteration 42Q: 3 clusters Score -4856057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -4856059.000000 Penalty: 5279.338867
	Iteration 43Q: 3 clusters Score -4856059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -4856061.500000 Penalty: 5279.338867
	Iteration 44Q: 3 clusters Score -4856062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -4856068.000000 Penalty: 5279.338867
	Iteration 45Q: 3 clusters Score -4856068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -4856066.000000 Penalty: 5279.338867
	Iteration 46Q: 3 clusters Score -4856066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -4856073.000000 Penalty: 5279.338867
	Iteration 47Q: 3 clusters Score -4856073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4856077.000000 Penalty: 5279.338867
	Iteration 48Q: 3 clusters Score -4856077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -4856080.000000 Penalty: 5279.338867
	Iteration 49Q: 3 clusters Score -4856080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4856089.000000 Penalty: 5279.338867
	Iteration 50Q: 3 clusters Score -4856089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -4856090.000000 Penalty: 5279.338867
	Iteration 51Q: 3 clusters Score -4856090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4856092.000000 Penalty: 5279.338867
	Iteration 52Q: 3 clusters Score -4856092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4856100.000000 Penalty: 5279.338867
	Iteration 53Q: 3 clusters Score -4856100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -4856104.000000 Penalty: 5279.338867
	Iteration 54Q: 3 clusters Score -4856104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -4856106.500000 Penalty: 5279.338867
	Iteration 55Q: 3 clusters Score -4856106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -4856104.500000 Penalty: 5279.338867
	Iteration 56Q: 3 clusters Score -4856104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -4856103.000000 Penalty: 5279.338867
	Iteration 57Q: 3 clusters Score -4856103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -4856109.000000 Penalty: 5279.338867
	Iteration 58Q: 3 clusters Score -4856109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -4856111.000000 Penalty: 5279.338867
	Iteration 59Q: 3 clusters Score -4856111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -4856114.500000 Penalty: 5279.338867
	Iteration 60F: 3 clusters Score -4856114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4856120.000000 Penalty: 5279.338867
	Iteration 61Q: 3 clusters Score -4856120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4856120.000000 Penalty: 5279.338867
	Iteration 62Q: 3 clusters Score -4856120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -4856118.500000 Penalty: 5279.338867
	Iteration 63Q: 3 clusters Score -4856118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -4856126.500000 Penalty: 5279.338867
	Iteration 64Q: 3 clusters Score -4856126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4856123.500000 Penalty: 5279.338867
	Iteration 65Q: 3 clusters Score -4856124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -4856123.000000 Penalty: 5279.338867
	Iteration 66Q: 3 clusters Score -4856123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -4856122.000000 Penalty: 5279.338867
	Iteration 67Q: 3 clusters Score -4856122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4856129.500000 Penalty: 5279.338867
	Iteration 68Q: 3 clusters Score -4856130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -4856130.500000 Penalty: 5279.338867
	Iteration 69Q: 3 clusters Score -4856130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -4856128.000000 Penalty: 5279.338867
	Iteration 70Q: 3 clusters Score -4856128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -4856129.500000 Penalty: 5279.338867
	Iteration 71Q: 3 clusters Score -4856130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -4856129.000000 Penalty: 5279.338867
	Iteration 72Q: 3 clusters Score -4856129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -4856136.000000 Penalty: 5279.338867
	Iteration 73Q: 3 clusters Score -4856136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -4856131.500000 Penalty: 5279.338867
	Iteration 74Q: 3 clusters Score -4856132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -4856130.500000 Penalty: 5279.338867
	Iteration 75Q: 3 clusters Score -4856130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4856130.000000 Penalty: 5279.338867
	Iteration 76Q: 3 clusters Score -4856130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4856130.000000 Penalty: 5279.338867
	Iteration 77F: 3 clusters Score -4856130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Entering Unmasked Estep 
Score: -3685006.000000 Penalty: 2572.400879
	Iteration 0F: 2 clusters Score -3685006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3663184.500000 Penalty: 5144.801758
	Iteration 0F: 3 clusters Score -3663184 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3671317.500000 Penalty: 5144.801758
	Iteration 1F: 3 clusters Score -3671318 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3672072.500000 Penalty: 5144.801758
	Iteration 2F: 3 clusters Score -3672072 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3673004.500000 Penalty: 5144.801758
	Iteration 3F: 3 clusters Score -3673004 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -3674221.250000 Penalty: 5144.801758
	Iteration 4F: 3 clusters Score -3674221 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3675724.000000 Penalty: 5144.801758
	Iteration 5F: 3 clusters Score -3675724 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3677446.250000 Penalty: 5144.801758
	Iteration 6F: 3 clusters Score -3677446 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3679186.000000 Penalty: 5144.801758
	Iteration 7F: 3 clusters Score -3679186 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3680618.250000 Penalty: 5144.801758
	Iteration 8F: 3 clusters Score -3680618 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3681565.250000 Penalty: 5144.801758
	Iteration 9Q: 3 clusters Score -3681565 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3682108.250000 Penalty: 5144.801758
	Iteration 10Q: 3 clusters Score -3682108 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -3682374.250000 Penalty: 5144.801758
	Iteration 11Q: 3 clusters Score -3682374 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -3682516.250000 Penalty: 5144.801758
	Iteration 12Q: 3 clusters Score -3682516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3682612.000000 Penalty: 5144.801758
	Iteration 13Q: 3 clusters Score -3682612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3682672.000000 Penalty: 5144.801758
	Iteration 14Q: 3 clusters Score -3682672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3682707.750000 Penalty: 5144.801758
	Iteration 15Q: 3 clusters Score -3682708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -3682744.250000 Penalty: 5144.801758
	Iteration 16Q: 3 clusters Score -3682744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3682754.000000 Penalty: 5144.801758
	Iteration 17Q: 3 clusters Score -3682754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3682763.000000 Penalty: 5144.801758
	Iteration 18Q: 3 clusters Score -3682763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -3682771.000000 Penalty: 5144.801758
	Iteration 19Q: 3 clusters Score -3682771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -3682777.750000 Penalty: 5144.801758
	Iteration 20F: 3 clusters Score -3682778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -3682780.750000 Penalty: 5144.801758
	Iteration 21Q: 3 clusters Score -3682781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -3682785.500000 Penalty: 5144.801758
	Iteration 22Q: 3 clusters Score -3682786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3682794.750000 Penalty: 5144.801758
	Iteration 23Q: 3 clusters Score -3682795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3682799.750000 Penalty: 5144.801758
	Iteration 24Q: 3 clusters Score -3682800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3682799.250000 Penalty: 5144.801758
	Iteration 25Q: 3 clusters Score -3682799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3682809.000000 Penalty: 5144.801758
	Iteration 26Q: 3 clusters Score -3682809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3682810.250000 Penalty: 5144.801758
	Iteration 27Q: 3 clusters Score -3682810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -3682817.000000 Penalty: 5144.801758
	Iteration 28Q: 3 clusters Score -3682817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3682824.750000 Penalty: 5144.801758
	Iteration 29Q: 3 clusters Score -3682825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -3682824.750000 Penalty: 5144.801758
	Iteration 30Q: 3 clusters Score -3682825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -3682825.250000 Penalty: 5144.801758
	Iteration 31Q: 3 clusters Score -3682825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3682825.250000 Penalty: 5144.801758
	Iteration 32Q: 3 clusters Score -3682825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -3682828.000000 Penalty: 5144.801758
	Iteration 33Q: 3 clusters Score -3682828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3682833.750000 Penalty: 5144.801758
	Iteration 34Q: 3 clusters Score -3682834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -3682834.250000 Penalty: 5144.801758
	Iteration 35Q: 3 clusters Score -3682834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3682839.000000 Penalty: 5144.801758
	Iteration 36Q: 3 clusters Score -3682839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3682839.000000 Penalty: 5144.801758
	Iteration 37F: 3 clusters Score -3682839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (179841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179841 members 
Entering Unmasked Estep 
Score: -21154384.000000 Penalty: 3000.757568
	Iteration 0F: 2 clusters Score -2.115438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89823 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -21037974.000000 Penalty: 6001.515137
	Iteration 0F: 3 clusters Score -2.103797e+07 nChanged 86468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -21088114.000000 Penalty: 6001.515137
	Iteration 1F: 3 clusters Score -2.108811e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -21088992.000000 Penalty: 6001.515137
	Iteration 2Q: 3 clusters Score -2.108899e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -21090150.000000 Penalty: 6001.515137
	Iteration 3Q: 3 clusters Score -2.109015e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 97280 members 
Entering Unmasked Estep 
Score: -21091748.000000 Penalty: 6001.515137
	Iteration 4Q: 3 clusters Score -2.109175e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -21093950.000000 Penalty: 6001.515137
	Iteration 5Q: 3 clusters Score -2.109395e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -21097514.000000 Penalty: 6001.515137
	Iteration 6Q: 3 clusters Score -2.109751e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 113923 members 
Entering Unmasked Estep 
Score: -21103896.000000 Penalty: 6001.515137
	Iteration 7F: 3 clusters Score -2.11039e+07 nChanged 12231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 123428 members 
Entering Unmasked Estep 
Score: -21113314.000000 Penalty: 6001.515137
	Iteration 8F: 3 clusters Score -2.111331e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 133053 members 
Entering Unmasked Estep 
Score: -21124512.000000 Penalty: 6001.515137
	Iteration 9F: 3 clusters Score -2.112451e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 140716 members 
Entering Unmasked Estep 
Score: -21134488.000000 Penalty: 6001.515137
	Iteration 10F: 3 clusters Score -2.113449e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 145529 members 
Entering Unmasked Estep 
Score: -21140956.000000 Penalty: 6001.515137
	Iteration 11Q: 3 clusters Score -2.114096e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 148673 members 
Entering Unmasked Estep 
Score: -21144752.000000 Penalty: 6001.515137
	Iteration 12Q: 3 clusters Score -2.114475e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 151069 members 
Entering Unmasked Estep 
Score: -21147278.000000 Penalty: 6001.515137
	Iteration 13Q: 3 clusters Score -2.114728e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -21149416.000000 Penalty: 6001.515137
	Iteration 14Q: 3 clusters Score -2.114942e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 154461 members 
Entering Unmasked Estep 
Score: -21151020.000000 Penalty: 6001.515137
	Iteration 15Q: 3 clusters Score -2.115102e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -21152108.000000 Penalty: 6001.515137
	Iteration 16Q: 3 clusters Score -2.115211e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
Score: -21152870.000000 Penalty: 6001.515137
	Iteration 17Q: 3 clusters Score -2.115287e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 157018 members 
Entering Unmasked Estep 
Score: -21153398.000000 Penalty: 6001.515137
	Iteration 18Q: 3 clusters Score -2.11534e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 157613 members 
Entering Unmasked Estep 
Score: -21153858.000000 Penalty: 6001.515137
	Iteration 19Q: 3 clusters Score -2.115386e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 158124 members 
Entering Unmasked Estep 
Score: -21154062.000000 Penalty: 6001.515137
	Iteration 20F: 3 clusters Score -2.115406e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 158587 members 
Entering Unmasked Estep 
Score: -21154254.000000 Penalty: 6001.515137
	Iteration 21Q: 3 clusters Score -2.115425e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -21154374.000000 Penalty: 6001.515137
	Iteration 22Q: 3 clusters Score -2.115437e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 159351 members 
Entering Unmasked Estep 
Score: -21154392.000000 Penalty: 6001.515137
	Iteration 23Q: 3 clusters Score -2.115439e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 159693 members 
Entering Unmasked Estep 
Score: -21154432.000000 Penalty: 6001.515137
	Iteration 24Q: 3 clusters Score -2.115443e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 160007 members 
Entering Unmasked Estep 
Score: -21154396.000000 Penalty: 6001.515137
	Iteration 25Q: 3 clusters Score -2.11544e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 160287 members 
Entering Unmasked Estep 
Score: -21154400.000000 Penalty: 6001.515137
	Iteration 26Q: 3 clusters Score -2.11544e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -21154388.000000 Penalty: 6001.515137
	Iteration 27Q: 3 clusters Score -2.115439e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 160817 members 
Entering Unmasked Estep 
Score: -21154340.000000 Penalty: 6001.515137
	Iteration 28Q: 3 clusters Score -2.115434e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 161044 members 
Entering Unmasked Estep 
Score: -21154358.000000 Penalty: 6001.515137
	Iteration 29Q: 3 clusters Score -2.115436e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 161272 members 
Entering Unmasked Estep 
Score: -21154292.000000 Penalty: 6001.515137
	Iteration 30Q: 3 clusters Score -2.115429e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 161522 members 
Entering Unmasked Estep 
Score: -21154284.000000 Penalty: 6001.515137
	Iteration 31Q: 3 clusters Score -2.115428e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -21154352.000000 Penalty: 6001.515137
	Iteration 32Q: 3 clusters Score -2.115435e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 161939 members 
Entering Unmasked Estep 
Score: -21154336.000000 Penalty: 6001.515137
	Iteration 33Q: 3 clusters Score -2.115434e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 162119 members 
Entering Unmasked Estep 
Score: -21154370.000000 Penalty: 6001.515137
	Iteration 34Q: 3 clusters Score -2.115437e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 162254 members 
Entering Unmasked Estep 
Score: -21154380.000000 Penalty: 6001.515137
	Iteration 35Q: 3 clusters Score -2.115438e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 162391 members 
Entering Unmasked Estep 
Score: -21154352.000000 Penalty: 6001.515137
	Iteration 36Q: 3 clusters Score -2.115435e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 162518 members 
Entering Unmasked Estep 
Score: -21154322.000000 Penalty: 6001.515137
	Iteration 37Q: 3 clusters Score -2.115432e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 162645 members 
Entering Unmasked Estep 
Score: -21154308.000000 Penalty: 6001.515137
	Iteration 38Q: 3 clusters Score -2.115431e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 162764 members 
Entering Unmasked Estep 
Score: -21154292.000000 Penalty: 6001.515137
	Iteration 39Q: 3 clusters Score -2.115429e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 162871 members 
Entering Unmasked Estep 
Score: -21154316.000000 Penalty: 6001.515137
	Iteration 40F: 3 clusters Score -2.115432e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 162969 members 
Entering Unmasked Estep 
Score: -21154296.000000 Penalty: 6001.515137
	Iteration 41Q: 3 clusters Score -2.11543e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -21154240.000000 Penalty: 6001.515137
	Iteration 42Q: 3 clusters Score -2.115424e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 163133 members 
Entering Unmasked Estep 
Score: -21154240.000000 Penalty: 6001.515137
	Iteration 43Q: 3 clusters Score -2.115424e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -21154226.000000 Penalty: 6001.515137
	Iteration 44Q: 3 clusters Score -2.115423e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -21154226.000000 Penalty: 6001.515137
	Iteration 45Q: 3 clusters Score -2.115423e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -21154220.000000 Penalty: 6001.515137
	Iteration 46Q: 3 clusters Score -2.115422e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -21154206.000000 Penalty: 6001.515137
	Iteration 47Q: 3 clusters Score -2.115421e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -21154220.000000 Penalty: 6001.515137
	Iteration 48Q: 3 clusters Score -2.115422e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -21154202.000000 Penalty: 6001.515137
	Iteration 49Q: 3 clusters Score -2.11542e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -21154210.000000 Penalty: 6001.515137
	Iteration 50Q: 3 clusters Score -2.115421e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 163606 members 
Entering Unmasked Estep 
Score: -21154192.000000 Penalty: 6001.515137
	Iteration 51Q: 3 clusters Score -2.115419e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -21154198.000000 Penalty: 6001.515137
	Iteration 52Q: 3 clusters Score -2.11542e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 163688 members 
Entering Unmasked Estep 
Score: -21154172.000000 Penalty: 6001.515137
	Iteration 53Q: 3 clusters Score -2.115417e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 163738 members 
Entering Unmasked Estep 
Score: -21154140.000000 Penalty: 6001.515137
	Iteration 54Q: 3 clusters Score -2.115414e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -21154134.000000 Penalty: 6001.515137
	Iteration 55Q: 3 clusters Score -2.115413e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -21154132.000000 Penalty: 6001.515137
	Iteration 56Q: 3 clusters Score -2.115413e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 163878 members 
Entering Unmasked Estep 
Score: -21154122.000000 Penalty: 6001.515137
	Iteration 57Q: 3 clusters Score -2.115412e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -21154090.000000 Penalty: 6001.515137
	Iteration 58Q: 3 clusters Score -2.115409e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -21154088.000000 Penalty: 6001.515137
	Iteration 59Q: 3 clusters Score -2.115409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 164023 members 
Entering Unmasked Estep 
Score: -21154090.000000 Penalty: 6001.515137
	Iteration 60F: 3 clusters Score -2.115409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 164079 members 
Entering Unmasked Estep 
Score: -21154060.000000 Penalty: 6001.515137
	Iteration 61Q: 3 clusters Score -2.115406e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 164126 members 
Entering Unmasked Estep 
Score: -21154058.000000 Penalty: 6001.515137
	Iteration 62Q: 3 clusters Score -2.115406e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -21154058.000000 Penalty: 6001.515137
	Iteration 63Q: 3 clusters Score -2.115406e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -21154046.000000 Penalty: 6001.515137
	Iteration 64Q: 3 clusters Score -2.115405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -21154018.000000 Penalty: 6001.515137
	Iteration 65Q: 3 clusters Score -2.115402e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 164301 members 
Entering Unmasked Estep 
Score: -21154014.000000 Penalty: 6001.515137
	Iteration 66Q: 3 clusters Score -2.115401e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 164333 members 
Entering Unmasked Estep 
Score: -21153980.000000 Penalty: 6001.515137
	Iteration 67Q: 3 clusters Score -2.115398e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -21153974.000000 Penalty: 6001.515137
	Iteration 68Q: 3 clusters Score -2.115397e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 164389 members 
Entering Unmasked Estep 
Score: -21153986.000000 Penalty: 6001.515137
	Iteration 69Q: 3 clusters Score -2.115399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 164414 members 
Entering Unmasked Estep 
Score: -21154012.000000 Penalty: 6001.515137
	Iteration 70Q: 3 clusters Score -2.115401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -21154022.000000 Penalty: 6001.515137
	Iteration 71Q: 3 clusters Score -2.115402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 164452 members 
Entering Unmasked Estep 
Score: -21154002.000000 Penalty: 6001.515137
	Iteration 72Q: 3 clusters Score -2.1154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -21154002.000000 Penalty: 6001.515137
	Iteration 73Q: 3 clusters Score -2.1154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 164482 members 
Entering Unmasked Estep 
Score: -21153986.000000 Penalty: 6001.515137
	Iteration 74Q: 3 clusters Score -2.115399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 164495 members 
Entering Unmasked Estep 
Score: -21153998.000000 Penalty: 6001.515137
	Iteration 75Q: 3 clusters Score -2.1154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 164512 members 
Entering Unmasked Estep 
Score: -21153984.000000 Penalty: 6001.515137
	Iteration 76Q: 3 clusters Score -2.115398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -21153978.000000 Penalty: 6001.515137
	Iteration 77Q: 3 clusters Score -2.115398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -21153976.000000 Penalty: 6001.515137
	Iteration 78Q: 3 clusters Score -2.115398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 164555 members 
Entering Unmasked Estep 
Score: -21153978.000000 Penalty: 6001.515137
	Iteration 79Q: 3 clusters Score -2.115398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 164573 members 
Entering Unmasked Estep 
Score: -21153982.000000 Penalty: 6001.515137
	Iteration 80F: 3 clusters Score -2.115398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -21153974.000000 Penalty: 6001.515137
	Iteration 81Q: 3 clusters Score -2.115397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -21153978.000000 Penalty: 6001.515137
	Iteration 82Q: 3 clusters Score -2.115398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 164611 members 
Entering Unmasked Estep 
Score: -21153980.000000 Penalty: 6001.515137
	Iteration 83Q: 3 clusters Score -2.115398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -21153962.000000 Penalty: 6001.515137
	Iteration 84Q: 3 clusters Score -2.115396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -21153970.000000 Penalty: 6001.515137
	Iteration 85Q: 3 clusters Score -2.115397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 164644 members 
Entering Unmasked Estep 
Score: -21153976.000000 Penalty: 6001.515137
	Iteration 86Q: 3 clusters Score -2.115398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 164657 members 
Entering Unmasked Estep 
Score: -21153970.000000 Penalty: 6001.515137
	Iteration 87Q: 3 clusters Score -2.115397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 164673 members 
Entering Unmasked Estep 
Score: -21153978.000000 Penalty: 6001.515137
	Iteration 88Q: 3 clusters Score -2.115398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 164696 members 
Entering Unmasked Estep 
Score: -21153984.000000 Penalty: 6001.515137
	Iteration 89Q: 3 clusters Score -2.115398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 164713 members 
Entering Unmasked Estep 
Score: -21153990.000000 Penalty: 6001.515137
	Iteration 90Q: 3 clusters Score -2.115399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 164734 members 
Entering Unmasked Estep 
Score: -21153990.000000 Penalty: 6001.515137
	Iteration 91Q: 3 clusters Score -2.115399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -21153950.000000 Penalty: 6001.515137
	Iteration 92Q: 3 clusters Score -2.115395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 164791 members 
Entering Unmasked Estep 
Score: -21153942.000000 Penalty: 6001.515137
	Iteration 93Q: 3 clusters Score -2.115394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 164822 members 
Entering Unmasked Estep 
Score: -21153922.000000 Penalty: 6001.515137
	Iteration 94Q: 3 clusters Score -2.115392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -21153900.000000 Penalty: 6001.515137
	Iteration 95Q: 3 clusters Score -2.11539e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 164882 members 
Entering Unmasked Estep 
Score: -21153908.000000 Penalty: 6001.515137
	Iteration 96Q: 3 clusters Score -2.115391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -21153900.000000 Penalty: 6001.515137
	Iteration 97Q: 3 clusters Score -2.11539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 164940 members 
Entering Unmasked Estep 
Score: -21153910.000000 Penalty: 6001.515137
	Iteration 98Q: 3 clusters Score -2.115391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 164973 members 
Entering Unmasked Estep 
Score: -21153902.000000 Penalty: 6001.515137
	Iteration 99Q: 3 clusters Score -2.11539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -21153892.000000 Penalty: 6001.515137
	Iteration 100F: 3 clusters Score -2.115389e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -21153900.000000 Penalty: 6001.515137
	Iteration 101Q: 3 clusters Score -2.11539e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 165057 members 
Entering Unmasked Estep 
Score: -21153898.000000 Penalty: 6001.515137
	Iteration 102Q: 3 clusters Score -2.11539e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 165097 members 
Entering Unmasked Estep 
Score: -21153902.000000 Penalty: 6001.515137
	Iteration 103Q: 3 clusters Score -2.11539e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 165146 members 
Entering Unmasked Estep 
Score: -21153884.000000 Penalty: 6001.515137
	Iteration 104Q: 3 clusters Score -2.115388e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -21153884.000000 Penalty: 6001.515137
	Iteration 105Q: 3 clusters Score -2.115388e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 165260 members 
Entering Unmasked Estep 
Score: -21153922.000000 Penalty: 6001.515137
	Iteration 106Q: 3 clusters Score -2.115392e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -21153902.000000 Penalty: 6001.515137
	Iteration 107Q: 3 clusters Score -2.11539e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -21153916.000000 Penalty: 6001.515137
	Iteration 108Q: 3 clusters Score -2.115392e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -21153906.000000 Penalty: 6001.515137
	Iteration 109Q: 3 clusters Score -2.115391e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -21153916.000000 Penalty: 6001.515137
	Iteration 110Q: 3 clusters Score -2.115392e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 165544 members 
Entering Unmasked Estep 
Score: -21153948.000000 Penalty: 6001.515137
	Iteration 111Q: 3 clusters Score -2.115395e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 165593 members 
Entering Unmasked Estep 
Score: -21153934.000000 Penalty: 6001.515137
	Iteration 112Q: 3 clusters Score -2.115393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 165631 members 
Entering Unmasked Estep 
Score: -21153922.000000 Penalty: 6001.515137
	Iteration 113Q: 3 clusters Score -2.115392e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -21153914.000000 Penalty: 6001.515137
	Iteration 114Q: 3 clusters Score -2.115391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 165721 members 
Entering Unmasked Estep 
Score: -21153918.000000 Penalty: 6001.515137
	Iteration 115Q: 3 clusters Score -2.115392e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 165773 members 
Entering Unmasked Estep 
Score: -21153912.000000 Penalty: 6001.515137
	Iteration 116Q: 3 clusters Score -2.115391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -21153892.000000 Penalty: 6001.515137
	Iteration 117Q: 3 clusters Score -2.115389e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 165882 members 
Entering Unmasked Estep 
Score: -21153852.000000 Penalty: 6001.515137
	Iteration 118Q: 3 clusters Score -2.115385e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 165954 members 
Entering Unmasked Estep 
Score: -21153816.000000 Penalty: 6001.515137
	Iteration 119Q: 3 clusters Score -2.115382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 166010 members 
Entering Unmasked Estep 
Score: -21153808.000000 Penalty: 6001.515137
	Iteration 120F: 3 clusters Score -2.115381e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 166068 members 
Entering Unmasked Estep 
Score: -21153834.000000 Penalty: 6001.515137
	Iteration 121Q: 3 clusters Score -2.115383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 166110 members 
Entering Unmasked Estep 
Score: -21153812.000000 Penalty: 6001.515137
	Iteration 122Q: 3 clusters Score -2.115381e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -21153828.000000 Penalty: 6001.515137
	Iteration 123Q: 3 clusters Score -2.115383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 166176 members 
Entering Unmasked Estep 
Score: -21153816.000000 Penalty: 6001.515137
	Iteration 124Q: 3 clusters Score -2.115382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 166204 members 
Entering Unmasked Estep 
Score: -21153820.000000 Penalty: 6001.515137
	Iteration 125Q: 3 clusters Score -2.115382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -21153812.000000 Penalty: 6001.515137
	Iteration 126Q: 3 clusters Score -2.115381e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 166263 members 
Entering Unmasked Estep 
Score: -21153824.000000 Penalty: 6001.515137
	Iteration 127Q: 3 clusters Score -2.115382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 166292 members 
Entering Unmasked Estep 
Score: -21153830.000000 Penalty: 6001.515137
	Iteration 128Q: 3 clusters Score -2.115383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 166318 members 
Entering Unmasked Estep 
Score: -21153818.000000 Penalty: 6001.515137
	Iteration 129Q: 3 clusters Score -2.115382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 166346 members 
Entering Unmasked Estep 
Score: -21153818.000000 Penalty: 6001.515137
	Iteration 130Q: 3 clusters Score -2.115382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -21153816.000000 Penalty: 6001.515137
	Iteration 131Q: 3 clusters Score -2.115382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 166363 members 
Entering Unmasked Estep 
Score: -21153812.000000 Penalty: 6001.515137
	Iteration 132Q: 3 clusters Score -2.115381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 166370 members 
Entering Unmasked Estep 
Score: -21153812.000000 Penalty: 6001.515137
	Iteration 133Q: 3 clusters Score -2.115381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 166376 members 
Entering Unmasked Estep 
Score: -21153804.000000 Penalty: 6001.515137
	Iteration 134Q: 3 clusters Score -2.11538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -21153804.000000 Penalty: 6001.515137
	Iteration 135Q: 3 clusters Score -2.11538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 166381 members 
Entering Unmasked Estep 
Score: -21153812.000000 Penalty: 6001.515137
	Iteration 136Q: 3 clusters Score -2.115381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 166384 members 
Entering Unmasked Estep 
Score: -21153806.000000 Penalty: 6001.515137
	Iteration 137Q: 3 clusters Score -2.115381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 166386 members 
Entering Unmasked Estep 
Score: -21153792.000000 Penalty: 6001.515137
	Iteration 138Q: 3 clusters Score -2.115379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 166387 members 
Entering Unmasked Estep 
Score: -21153800.000000 Penalty: 6001.515137
	Iteration 139Q: 3 clusters Score -2.11538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 166387 members 
Entering Unmasked Estep 
Score: -21153800.000000 Penalty: 6001.515137
	Iteration 140F: 3 clusters Score -2.11538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Entering Unmasked Estep 
Score: -1246410.750000 Penalty: 2314.079102
	Iteration 0F: 2 clusters Score -1246411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1237893.625000 Penalty: 4628.158203
	Iteration 0F: 3 clusters Score -1237894 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1240670.250000 Penalty: 4628.158203
	Iteration 1F: 3 clusters Score -1240670 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1241116.500000 Penalty: 4628.158203
	Iteration 2F: 3 clusters Score -1241116 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1241470.750000 Penalty: 4628.158203
	Iteration 3F: 3 clusters Score -1241471 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1241826.000000 Penalty: 4628.158203
	Iteration 4F: 3 clusters Score -1241826 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1242131.875000 Penalty: 4628.158203
	Iteration 5Q: 3 clusters Score -1242132 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1242422.250000 Penalty: 4628.158203
	Iteration 6Q: 3 clusters Score -1242422 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1242669.125000 Penalty: 4628.158203
	Iteration 7Q: 3 clusters Score -1242669 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1242885.250000 Penalty: 4628.158203
	Iteration 8Q: 3 clusters Score -1242885 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1243066.000000 Penalty: 4628.158203
	Iteration 9Q: 3 clusters Score -1243066 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1243215.000000 Penalty: 4628.158203
	Iteration 10Q: 3 clusters Score -1243215 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1243347.000000 Penalty: 4628.158203
	Iteration 11Q: 3 clusters Score -1243347 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1243464.625000 Penalty: 4628.158203
	Iteration 12Q: 3 clusters Score -1243465 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1243545.750000 Penalty: 4628.158203
	Iteration 13Q: 3 clusters Score -1243546 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1243607.250000 Penalty: 4628.158203
	Iteration 14Q: 3 clusters Score -1243607 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1243656.250000 Penalty: 4628.158203
	Iteration 15Q: 3 clusters Score -1243656 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1243688.750000 Penalty: 4628.158203
	Iteration 16Q: 3 clusters Score -1243689 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1243710.625000 Penalty: 4628.158203
	Iteration 17Q: 3 clusters Score -1243711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1243726.750000 Penalty: 4628.158203
	Iteration 18Q: 3 clusters Score -1243727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1243742.125000 Penalty: 4628.158203
	Iteration 19Q: 3 clusters Score -1243742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1243748.125000 Penalty: 4628.158203
	Iteration 20F: 3 clusters Score -1243748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1243754.625000 Penalty: 4628.158203
	Iteration 21Q: 3 clusters Score -1243755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1243758.000000 Penalty: 4628.158203
	Iteration 22Q: 3 clusters Score -1243758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1243761.625000 Penalty: 4628.158203
	Iteration 23Q: 3 clusters Score -1243762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1243767.750000 Penalty: 4628.158203
	Iteration 24Q: 3 clusters Score -1243768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1243773.000000 Penalty: 4628.158203
	Iteration 25Q: 3 clusters Score -1243773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1243783.000000 Penalty: 4628.158203
	Iteration 26Q: 3 clusters Score -1243783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1243787.375000 Penalty: 4628.158203
	Iteration 27Q: 3 clusters Score -1243787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1243793.750000 Penalty: 4628.158203
	Iteration 28Q: 3 clusters Score -1243794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1243799.500000 Penalty: 4628.158203
	Iteration 29Q: 3 clusters Score -1243800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1243805.000000 Penalty: 4628.158203
	Iteration 30Q: 3 clusters Score -1243805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1243808.250000 Penalty: 4628.158203
	Iteration 31Q: 3 clusters Score -1243808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1243813.875000 Penalty: 4628.158203
	Iteration 32Q: 3 clusters Score -1243814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1243819.375000 Penalty: 4628.158203
	Iteration 33Q: 3 clusters Score -1243819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1243822.000000 Penalty: 4628.158203
	Iteration 34Q: 3 clusters Score -1243822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1243826.125000 Penalty: 4628.158203
	Iteration 35Q: 3 clusters Score -1243826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1243829.500000 Penalty: 4628.158203
	Iteration 36Q: 3 clusters Score -1243830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1243824.750000 Penalty: 4628.158203
	Iteration 37Q: 3 clusters Score -1243825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1243826.500000 Penalty: 4628.158203
	Iteration 38Q: 3 clusters Score -1243826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1243829.250000 Penalty: 4628.158203
	Iteration 39Q: 3 clusters Score -1243829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1243827.875000 Penalty: 4628.158203
	Iteration 40F: 3 clusters Score -1243828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1243827.375000 Penalty: 4628.158203
	Iteration 41Q: 3 clusters Score -1243827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1243828.250000 Penalty: 4628.158203
	Iteration 42Q: 3 clusters Score -1243828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1243827.875000 Penalty: 4628.158203
	Iteration 43Q: 3 clusters Score -1243828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1243830.750000 Penalty: 4628.158203
	Iteration 44Q: 3 clusters Score -1243831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1243830.750000 Penalty: 4628.158203
	Iteration 45F: 3 clusters Score -1243831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Entering Unmasked Estep 
Score: -2841353.750000 Penalty: 2510.340820
	Iteration 0F: 2 clusters Score -2841354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2824126.250000 Penalty: 5020.681641
	Iteration 0F: 3 clusters Score -2824126 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2830045.750000 Penalty: 5020.681641
	Iteration 1F: 3 clusters Score -2830046 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2830421.000000 Penalty: 5020.681641
	Iteration 2Q: 3 clusters Score -2830421 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2830719.250000 Penalty: 5020.681641
	Iteration 3Q: 3 clusters Score -2830719 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2831015.500000 Penalty: 5020.681641
	Iteration 4Q: 3 clusters Score -2831016 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2831292.750000 Penalty: 5020.681641
	Iteration 5Q: 3 clusters Score -2831293 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2831649.500000 Penalty: 5020.681641
	Iteration 6Q: 3 clusters Score -2831650 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2832091.500000 Penalty: 5020.681641
	Iteration 7Q: 3 clusters Score -2832092 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2832665.000000 Penalty: 5020.681641
	Iteration 8Q: 3 clusters Score -2832665 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2833398.250000 Penalty: 5020.681641
	Iteration 9Q: 3 clusters Score -2833398 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2834349.500000 Penalty: 5020.681641
	Iteration 10F: 3 clusters Score -2834350 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2835410.000000 Penalty: 5020.681641
	Iteration 11F: 3 clusters Score -2835410 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2836377.500000 Penalty: 5020.681641
	Iteration 12Q: 3 clusters Score -2836378 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2837150.000000 Penalty: 5020.681641
	Iteration 13Q: 3 clusters Score -2837150 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2837701.250000 Penalty: 5020.681641
	Iteration 14Q: 3 clusters Score -2837701 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2838032.250000 Penalty: 5020.681641
	Iteration 15Q: 3 clusters Score -2838032 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2838251.500000 Penalty: 5020.681641
	Iteration 16Q: 3 clusters Score -2838252 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2838421.000000 Penalty: 5020.681641
	Iteration 17Q: 3 clusters Score -2838421 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2838522.250000 Penalty: 5020.681641
	Iteration 18Q: 3 clusters Score -2838522 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2838639.000000 Penalty: 5020.681641
	Iteration 19Q: 3 clusters Score -2838639 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2838715.750000 Penalty: 5020.681641
	Iteration 20F: 3 clusters Score -2838716 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2838792.500000 Penalty: 5020.681641
	Iteration 21Q: 3 clusters Score -2838792 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2838888.500000 Penalty: 5020.681641
	Iteration 22Q: 3 clusters Score -2838888 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2838956.750000 Penalty: 5020.681641
	Iteration 23Q: 3 clusters Score -2838957 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2839003.250000 Penalty: 5020.681641
	Iteration 24Q: 3 clusters Score -2839003 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2839068.750000 Penalty: 5020.681641
	Iteration 25Q: 3 clusters Score -2839069 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2839120.250000 Penalty: 5020.681641
	Iteration 26Q: 3 clusters Score -2839120 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2839178.000000 Penalty: 5020.681641
	Iteration 27Q: 3 clusters Score -2839178 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2839231.750000 Penalty: 5020.681641
	Iteration 28Q: 3 clusters Score -2839232 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2839286.500000 Penalty: 5020.681641
	Iteration 29Q: 3 clusters Score -2839286 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2839331.500000 Penalty: 5020.681641
	Iteration 30Q: 3 clusters Score -2839332 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2839368.750000 Penalty: 5020.681641
	Iteration 31Q: 3 clusters Score -2839369 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2839404.000000 Penalty: 5020.681641
	Iteration 32Q: 3 clusters Score -2839404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2839440.500000 Penalty: 5020.681641
	Iteration 33Q: 3 clusters Score -2839440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2839462.000000 Penalty: 5020.681641
	Iteration 34Q: 3 clusters Score -2839462 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2839498.500000 Penalty: 5020.681641
	Iteration 35Q: 3 clusters Score -2839498 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2839525.500000 Penalty: 5020.681641
	Iteration 36Q: 3 clusters Score -2839526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2839549.500000 Penalty: 5020.681641
	Iteration 37Q: 3 clusters Score -2839550 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2839571.750000 Penalty: 5020.681641
	Iteration 38Q: 3 clusters Score -2839572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2839587.000000 Penalty: 5020.681641
	Iteration 39Q: 3 clusters Score -2839587 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2839604.250000 Penalty: 5020.681641
	Iteration 40F: 3 clusters Score -2839604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2839628.000000 Penalty: 5020.681641
	Iteration 41Q: 3 clusters Score -2839628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2839637.750000 Penalty: 5020.681641
	Iteration 42Q: 3 clusters Score -2839638 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2839651.750000 Penalty: 5020.681641
	Iteration 43Q: 3 clusters Score -2839652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2839675.000000 Penalty: 5020.681641
	Iteration 44Q: 3 clusters Score -2839675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2839685.000000 Penalty: 5020.681641
	Iteration 45Q: 3 clusters Score -2839685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2839687.250000 Penalty: 5020.681641
	Iteration 46Q: 3 clusters Score -2839687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2839705.500000 Penalty: 5020.681641
	Iteration 47Q: 3 clusters Score -2839706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2839708.000000 Penalty: 5020.681641
	Iteration 48Q: 3 clusters Score -2839708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2839716.500000 Penalty: 5020.681641
	Iteration 49Q: 3 clusters Score -2839716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2839715.750000 Penalty: 5020.681641
	Iteration 50Q: 3 clusters Score -2839716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2839728.500000 Penalty: 5020.681641
	Iteration 51Q: 3 clusters Score -2839728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2839734.500000 Penalty: 5020.681641
	Iteration 52Q: 3 clusters Score -2839734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2839741.250000 Penalty: 5020.681641
	Iteration 53Q: 3 clusters Score -2839741 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2839747.000000 Penalty: 5020.681641
	Iteration 54Q: 3 clusters Score -2839747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2839749.500000 Penalty: 5020.681641
	Iteration 55Q: 3 clusters Score -2839750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2839757.500000 Penalty: 5020.681641
	Iteration 56Q: 3 clusters Score -2839758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2839767.500000 Penalty: 5020.681641
	Iteration 57Q: 3 clusters Score -2839768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2839775.500000 Penalty: 5020.681641
	Iteration 58Q: 3 clusters Score -2839776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -2839780.250000 Penalty: 5020.681641
	Iteration 59Q: 3 clusters Score -2839780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -2839785.250000 Penalty: 5020.681641
	Iteration 60F: 3 clusters Score -2839785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2839789.500000 Penalty: 5020.681641
	Iteration 61Q: 3 clusters Score -2839790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2839804.250000 Penalty: 5020.681641
	Iteration 62Q: 3 clusters Score -2839804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2839808.250000 Penalty: 5020.681641
	Iteration 63Q: 3 clusters Score -2839808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2839812.500000 Penalty: 5020.681641
	Iteration 64Q: 3 clusters Score -2839812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2839815.000000 Penalty: 5020.681641
	Iteration 65Q: 3 clusters Score -2839815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2839817.750000 Penalty: 5020.681641
	Iteration 66Q: 3 clusters Score -2839818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2839819.750000 Penalty: 5020.681641
	Iteration 67Q: 3 clusters Score -2839820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2839826.000000 Penalty: 5020.681641
	Iteration 68Q: 3 clusters Score -2839826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2839836.500000 Penalty: 5020.681641
	Iteration 69Q: 3 clusters Score -2839836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -2839834.500000 Penalty: 5020.681641
	Iteration 70Q: 3 clusters Score -2839834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2839832.750000 Penalty: 5020.681641
	Iteration 71Q: 3 clusters Score -2839833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2839838.250000 Penalty: 5020.681641
	Iteration 72Q: 3 clusters Score -2839838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -2839839.000000 Penalty: 5020.681641
	Iteration 73Q: 3 clusters Score -2839839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2839839.000000 Penalty: 5020.681641
	Iteration 74Q: 3 clusters Score -2839839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2839837.000000 Penalty: 5020.681641
	Iteration 75Q: 3 clusters Score -2839837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2839843.500000 Penalty: 5020.681641
	Iteration 76Q: 3 clusters Score -2839844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2839842.250000 Penalty: 5020.681641
	Iteration 77Q: 3 clusters Score -2839842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2839840.250000 Penalty: 5020.681641
	Iteration 78Q: 3 clusters Score -2839840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2839845.000000 Penalty: 5020.681641
	Iteration 79Q: 3 clusters Score -2839845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2839846.000000 Penalty: 5020.681641
	Iteration 80F: 3 clusters Score -2839846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2839851.750000 Penalty: 5020.681641
	Iteration 81Q: 3 clusters Score -2839852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2839846.750000 Penalty: 5020.681641
	Iteration 82Q: 3 clusters Score -2839847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2839848.500000 Penalty: 5020.681641
	Iteration 83Q: 3 clusters Score -2839848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2839850.500000 Penalty: 5020.681641
	Iteration 84Q: 3 clusters Score -2839850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2839850.000000 Penalty: 5020.681641
	Iteration 85Q: 3 clusters Score -2839850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2839854.000000 Penalty: 5020.681641
	Iteration 86Q: 3 clusters Score -2839854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -2839857.750000 Penalty: 5020.681641
	Iteration 87Q: 3 clusters Score -2839858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2839858.000000 Penalty: 5020.681641
	Iteration 88Q: 3 clusters Score -2839858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -2839860.000000 Penalty: 5020.681641
	Iteration 89Q: 3 clusters Score -2839860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -2839860.000000 Penalty: 5020.681641
	Iteration 90Q: 3 clusters Score -2839860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2839862.750000 Penalty: 5020.681641
	Iteration 91Q: 3 clusters Score -2839863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2839863.500000 Penalty: 5020.681641
	Iteration 92Q: 3 clusters Score -2839864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2839864.750000 Penalty: 5020.681641
	Iteration 93Q: 3 clusters Score -2839865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -2839864.000000 Penalty: 5020.681641
	Iteration 94Q: 3 clusters Score -2839864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2839864.750000 Penalty: 5020.681641
	Iteration 95Q: 3 clusters Score -2839865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2839864.000000 Penalty: 5020.681641
	Iteration 96Q: 3 clusters Score -2839864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2839865.250000 Penalty: 5020.681641
	Iteration 97Q: 3 clusters Score -2839865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2839869.250000 Penalty: 5020.681641
	Iteration 98Q: 3 clusters Score -2839869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2839866.750000 Penalty: 5020.681641
	Iteration 99Q: 3 clusters Score -2839867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2839868.500000 Penalty: 5020.681641
	Iteration 100F: 3 clusters Score -2839868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2839865.000000 Penalty: 5020.681641
	Iteration 101Q: 3 clusters Score -2839865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2839866.250000 Penalty: 5020.681641
	Iteration 102Q: 3 clusters Score -2839866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2839866.750000 Penalty: 5020.681641
	Iteration 103Q: 3 clusters Score -2839867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2839867.500000 Penalty: 5020.681641
	Iteration 104Q: 3 clusters Score -2839868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2839867.500000 Penalty: 5020.681641
	Iteration 105F: 3 clusters Score -2839868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Entering Unmasked Estep 
Score: -12285063.000000 Penalty: 2872.827148
	Iteration 0F: 2 clusters Score -1.228506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -12213485.000000 Penalty: 5745.654297
	Iteration 0F: 3 clusters Score -1.221348e+07 nChanged 50698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -12242089.000000 Penalty: 5745.654297
	Iteration 1F: 3 clusters Score -1.224209e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -12242789.000000 Penalty: 5745.654297
	Iteration 2Q: 3 clusters Score -1.224279e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -12243806.000000 Penalty: 5745.654297
	Iteration 3Q: 3 clusters Score -1.224381e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -12244990.000000 Penalty: 5745.654297
	Iteration 4Q: 3 clusters Score -1.224499e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 66332 members 
Entering Unmasked Estep 
Score: -12247091.000000 Penalty: 5745.654297
	Iteration 5Q: 3 clusters Score -1.224709e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -12251129.000000 Penalty: 5745.654297
	Iteration 6F: 3 clusters Score -1.225113e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -12257502.000000 Penalty: 5745.654297
	Iteration 7F: 3 clusters Score -1.22575e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -12265975.000000 Penalty: 5745.654297
	Iteration 8F: 3 clusters Score -1.226598e+07 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 98650 members 
Entering Unmasked Estep 
Score: -12274054.000000 Penalty: 5745.654297
	Iteration 9F: 3 clusters Score -1.227405e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -12279306.000000 Penalty: 5745.654297
	Iteration 10Q: 3 clusters Score -1.227931e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 106047 members 
Entering Unmasked Estep 
Score: -12281351.000000 Penalty: 5745.654297
	Iteration 11Q: 3 clusters Score -1.228135e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 106770 members 
Entering Unmasked Estep 
Score: -12282092.000000 Penalty: 5745.654297
	Iteration 12Q: 3 clusters Score -1.228209e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 106972 members 
Entering Unmasked Estep 
Score: -12282271.000000 Penalty: 5745.654297
	Iteration 13Q: 3 clusters Score -1.228227e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 107026 members 
Entering Unmasked Estep 
Score: -12282359.000000 Penalty: 5745.654297
	Iteration 14Q: 3 clusters Score -1.228236e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 107051 members 
Entering Unmasked Estep 
Score: -12282412.000000 Penalty: 5745.654297
	Iteration 15Q: 3 clusters Score -1.228241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -12282443.000000 Penalty: 5745.654297
	Iteration 16Q: 3 clusters Score -1.228244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -12282458.000000 Penalty: 5745.654297
	Iteration 17Q: 3 clusters Score -1.228246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -12282481.000000 Penalty: 5745.654297
	Iteration 18Q: 3 clusters Score -1.228248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -12282471.000000 Penalty: 5745.654297
	Iteration 19Q: 3 clusters Score -1.228247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -12282468.000000 Penalty: 5745.654297
	Iteration 20F: 3 clusters Score -1.228247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 107079 members 
Entering Unmasked Estep 
Score: -12282471.000000 Penalty: 5745.654297
	Iteration 21Q: 3 clusters Score -1.228247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 107082 members 
Entering Unmasked Estep 
Score: -12282480.000000 Penalty: 5745.654297
	Iteration 22Q: 3 clusters Score -1.228248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 107087 members 
Entering Unmasked Estep 
Score: -12282483.000000 Penalty: 5745.654297
	Iteration 23Q: 3 clusters Score -1.228248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 107092 members 
Entering Unmasked Estep 
Score: -12282489.000000 Penalty: 5745.654297
	Iteration 24Q: 3 clusters Score -1.228249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 107095 members 
Entering Unmasked Estep 
Score: -12282494.000000 Penalty: 5745.654297
	Iteration 25Q: 3 clusters Score -1.228249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 107096 members 
Entering Unmasked Estep 
Score: -12282506.000000 Penalty: 5745.654297
	Iteration 26Q: 3 clusters Score -1.228251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -12282515.000000 Penalty: 5745.654297
	Iteration 27Q: 3 clusters Score -1.228252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 107094 members 
Entering Unmasked Estep 
Score: -12282523.000000 Penalty: 5745.654297
	Iteration 28Q: 3 clusters Score -1.228252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -12282529.000000 Penalty: 5745.654297
	Iteration 29Q: 3 clusters Score -1.228253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -12282540.000000 Penalty: 5745.654297
	Iteration 30Q: 3 clusters Score -1.228254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -12282543.000000 Penalty: 5745.654297
	Iteration 31Q: 3 clusters Score -1.228254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -12282543.000000 Penalty: 5745.654297
	Iteration 32F: 3 clusters Score -1.228254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Entering Unmasked Estep 
Score: -3309222.750000 Penalty: 2537.375244
	Iteration 0F: 2 clusters Score -3309223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3290222.500000 Penalty: 5074.750488
	Iteration 0F: 3 clusters Score -3290222 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3296866.000000 Penalty: 5074.750488
	Iteration 1F: 3 clusters Score -3296866 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3297394.750000 Penalty: 5074.750488
	Iteration 2Q: 3 clusters Score -3297395 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3298046.000000 Penalty: 5074.750488
	Iteration 3Q: 3 clusters Score -3298046 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3298904.750000 Penalty: 5074.750488
	Iteration 4F: 3 clusters Score -3298905 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3300042.250000 Penalty: 5074.750488
	Iteration 5F: 3 clusters Score -3300042 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3301319.500000 Penalty: 5074.750488
	Iteration 6F: 3 clusters Score -3301320 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3302658.500000 Penalty: 5074.750488
	Iteration 7F: 3 clusters Score -3302658 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3303759.750000 Penalty: 5074.750488
	Iteration 8F: 3 clusters Score -3303760 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -3304594.750000 Penalty: 5074.750488
	Iteration 9Q: 3 clusters Score -3304595 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3305252.250000 Penalty: 5074.750488
	Iteration 10Q: 3 clusters Score -3305252 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -3305763.250000 Penalty: 5074.750488
	Iteration 11Q: 3 clusters Score -3305763 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3306106.250000 Penalty: 5074.750488
	Iteration 12Q: 3 clusters Score -3306106 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3306269.250000 Penalty: 5074.750488
	Iteration 13Q: 3 clusters Score -3306269 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3306384.500000 Penalty: 5074.750488
	Iteration 14Q: 3 clusters Score -3306384 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3306466.750000 Penalty: 5074.750488
	Iteration 15Q: 3 clusters Score -3306467 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3306509.000000 Penalty: 5074.750488
	Iteration 16Q: 3 clusters Score -3306509 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3306563.500000 Penalty: 5074.750488
	Iteration 17Q: 3 clusters Score -3306564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3306614.250000 Penalty: 5074.750488
	Iteration 18Q: 3 clusters Score -3306614 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3306642.250000 Penalty: 5074.750488
	Iteration 19Q: 3 clusters Score -3306642 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3306666.250000 Penalty: 5074.750488
	Iteration 20F: 3 clusters Score -3306666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -3306707.000000 Penalty: 5074.750488
	Iteration 21Q: 3 clusters Score -3306707 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -3306727.500000 Penalty: 5074.750488
	Iteration 22Q: 3 clusters Score -3306728 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -3306745.000000 Penalty: 5074.750488
	Iteration 23Q: 3 clusters Score -3306745 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3306781.250000 Penalty: 5074.750488
	Iteration 24Q: 3 clusters Score -3306781 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3306808.750000 Penalty: 5074.750488
	Iteration 25Q: 3 clusters Score -3306809 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -3306825.750000 Penalty: 5074.750488
	Iteration 26Q: 3 clusters Score -3306826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3306850.250000 Penalty: 5074.750488
	Iteration 27Q: 3 clusters Score -3306850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3306866.250000 Penalty: 5074.750488
	Iteration 28Q: 3 clusters Score -3306866 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3306899.250000 Penalty: 5074.750488
	Iteration 29Q: 3 clusters Score -3306899 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3306926.750000 Penalty: 5074.750488
	Iteration 30Q: 3 clusters Score -3306927 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3306946.750000 Penalty: 5074.750488
	Iteration 31Q: 3 clusters Score -3306947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3306967.750000 Penalty: 5074.750488
	Iteration 32Q: 3 clusters Score -3306968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3306993.250000 Penalty: 5074.750488
	Iteration 33Q: 3 clusters Score -3306993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3307008.500000 Penalty: 5074.750488
	Iteration 34Q: 3 clusters Score -3307008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3307028.750000 Penalty: 5074.750488
	Iteration 35Q: 3 clusters Score -3307029 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3307053.750000 Penalty: 5074.750488
	Iteration 36Q: 3 clusters Score -3307054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3307076.500000 Penalty: 5074.750488
	Iteration 37Q: 3 clusters Score -3307076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3307093.000000 Penalty: 5074.750488
	Iteration 38Q: 3 clusters Score -3307093 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3307113.250000 Penalty: 5074.750488
	Iteration 39Q: 3 clusters Score -3307113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3307125.000000 Penalty: 5074.750488
	Iteration 40F: 3 clusters Score -3307125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3307132.750000 Penalty: 5074.750488
	Iteration 41Q: 3 clusters Score -3307133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3307155.500000 Penalty: 5074.750488
	Iteration 42Q: 3 clusters Score -3307156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3307174.750000 Penalty: 5074.750488
	Iteration 43Q: 3 clusters Score -3307175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3307182.000000 Penalty: 5074.750488
	Iteration 44Q: 3 clusters Score -3307182 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3307180.750000 Penalty: 5074.750488
	Iteration 45Q: 3 clusters Score -3307181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3307198.750000 Penalty: 5074.750488
	Iteration 46Q: 3 clusters Score -3307199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3307223.000000 Penalty: 5074.750488
	Iteration 47Q: 3 clusters Score -3307223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3307223.750000 Penalty: 5074.750488
	Iteration 48Q: 3 clusters Score -3307224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3307237.750000 Penalty: 5074.750488
	Iteration 49Q: 3 clusters Score -3307238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3307254.250000 Penalty: 5074.750488
	Iteration 50Q: 3 clusters Score -3307254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3307264.250000 Penalty: 5074.750488
	Iteration 51Q: 3 clusters Score -3307264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3307296.250000 Penalty: 5074.750488
	Iteration 52Q: 3 clusters Score -3307296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3307319.500000 Penalty: 5074.750488
	Iteration 53Q: 3 clusters Score -3307320 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3307330.750000 Penalty: 5074.750488
	Iteration 54Q: 3 clusters Score -3307331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3307348.750000 Penalty: 5074.750488
	Iteration 55Q: 3 clusters Score -3307349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3307375.000000 Penalty: 5074.750488
	Iteration 56Q: 3 clusters Score -3307375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3307392.500000 Penalty: 5074.750488
	Iteration 57Q: 3 clusters Score -3307392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3307395.250000 Penalty: 5074.750488
	Iteration 58Q: 3 clusters Score -3307395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3307407.500000 Penalty: 5074.750488
	Iteration 59Q: 3 clusters Score -3307408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3307415.500000 Penalty: 5074.750488
	Iteration 60F: 3 clusters Score -3307416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3307408.500000 Penalty: 5074.750488
	Iteration 61Q: 3 clusters Score -3307408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3307422.250000 Penalty: 5074.750488
	Iteration 62Q: 3 clusters Score -3307422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3307427.000000 Penalty: 5074.750488
	Iteration 63Q: 3 clusters Score -3307427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3307444.750000 Penalty: 5074.750488
	Iteration 64Q: 3 clusters Score -3307445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3307449.500000 Penalty: 5074.750488
	Iteration 65Q: 3 clusters Score -3307450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -3307457.750000 Penalty: 5074.750488
	Iteration 66Q: 3 clusters Score -3307458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3307480.250000 Penalty: 5074.750488
	Iteration 67Q: 3 clusters Score -3307480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3307489.250000 Penalty: 5074.750488
	Iteration 68Q: 3 clusters Score -3307489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -3307500.750000 Penalty: 5074.750488
	Iteration 69Q: 3 clusters Score -3307501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -3307512.500000 Penalty: 5074.750488
	Iteration 70Q: 3 clusters Score -3307512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3307527.500000 Penalty: 5074.750488
	Iteration 71Q: 3 clusters Score -3307528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3307537.000000 Penalty: 5074.750488
	Iteration 72Q: 3 clusters Score -3307537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3307534.000000 Penalty: 5074.750488
	Iteration 73Q: 3 clusters Score -3307534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3307541.750000 Penalty: 5074.750488
	Iteration 74Q: 3 clusters Score -3307542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -3307532.750000 Penalty: 5074.750488
	Iteration 75Q: 3 clusters Score -3307533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3307537.500000 Penalty: 5074.750488
	Iteration 76Q: 3 clusters Score -3307538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3307537.750000 Penalty: 5074.750488
	Iteration 77Q: 3 clusters Score -3307538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3307539.250000 Penalty: 5074.750488
	Iteration 78Q: 3 clusters Score -3307539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -3307545.500000 Penalty: 5074.750488
	Iteration 79Q: 3 clusters Score -3307546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3307541.000000 Penalty: 5074.750488
	Iteration 80F: 3 clusters Score -3307541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3307543.000000 Penalty: 5074.750488
	Iteration 81Q: 3 clusters Score -3307543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3307540.000000 Penalty: 5074.750488
	Iteration 82Q: 3 clusters Score -3307540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3307542.750000 Penalty: 5074.750488
	Iteration 83Q: 3 clusters Score -3307543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3307548.500000 Penalty: 5074.750488
	Iteration 84Q: 3 clusters Score -3307548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3307547.750000 Penalty: 5074.750488
	Iteration 85Q: 3 clusters Score -3307548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3307549.500000 Penalty: 5074.750488
	Iteration 86Q: 3 clusters Score -3307550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3307555.750000 Penalty: 5074.750488
	Iteration 87Q: 3 clusters Score -3307556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3307566.500000 Penalty: 5074.750488
	Iteration 88Q: 3 clusters Score -3307566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3307563.000000 Penalty: 5074.750488
	Iteration 89Q: 3 clusters Score -3307563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3307568.750000 Penalty: 5074.750488
	Iteration 90Q: 3 clusters Score -3307569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3307570.750000 Penalty: 5074.750488
	Iteration 91Q: 3 clusters Score -3307571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -3307567.750000 Penalty: 5074.750488
	Iteration 92Q: 3 clusters Score -3307568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3307571.750000 Penalty: 5074.750488
	Iteration 93Q: 3 clusters Score -3307572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3307571.750000 Penalty: 5074.750488
	Iteration 94Q: 3 clusters Score -3307572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3307567.500000 Penalty: 5074.750488
	Iteration 95Q: 3 clusters Score -3307568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3307571.000000 Penalty: 5074.750488
	Iteration 96Q: 3 clusters Score -3307571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3307573.750000 Penalty: 5074.750488
	Iteration 97Q: 3 clusters Score -3307574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3307570.250000 Penalty: 5074.750488
	Iteration 98Q: 3 clusters Score -3307570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3307572.000000 Penalty: 5074.750488
	Iteration 99Q: 3 clusters Score -3307572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3307571.250000 Penalty: 5074.750488
	Iteration 100F: 3 clusters Score -3307571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Entering Unmasked Estep 
Score: -3663426.500000 Penalty: 2573.129150
	Iteration 0F: 2 clusters Score -3663426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3641548.500000 Penalty: 5146.258301
	Iteration 0F: 3 clusters Score -3641548 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3649777.250000 Penalty: 5146.258301
	Iteration 1F: 3 clusters Score -3649777 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3650461.500000 Penalty: 5146.258301
	Iteration 2F: 3 clusters Score -3650462 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3651206.250000 Penalty: 5146.258301
	Iteration 3F: 3 clusters Score -3651206 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3652049.750000 Penalty: 5146.258301
	Iteration 4F: 3 clusters Score -3652050 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3652992.500000 Penalty: 5146.258301
	Iteration 5F: 3 clusters Score -3652992 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3654015.500000 Penalty: 5146.258301
	Iteration 6F: 3 clusters Score -3654016 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3654941.750000 Penalty: 5146.258301
	Iteration 7Q: 3 clusters Score -3654942 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3655742.750000 Penalty: 5146.258301
	Iteration 8Q: 3 clusters Score -3655743 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3656395.250000 Penalty: 5146.258301
	Iteration 9Q: 3 clusters Score -3656395 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3656961.750000 Penalty: 5146.258301
	Iteration 10Q: 3 clusters Score -3656962 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -3657506.250000 Penalty: 5146.258301
	Iteration 11Q: 3 clusters Score -3657506 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3657954.750000 Penalty: 5146.258301
	Iteration 12Q: 3 clusters Score -3657955 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -3658410.750000 Penalty: 5146.258301
	Iteration 13Q: 3 clusters Score -3658411 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3658901.250000 Penalty: 5146.258301
	Iteration 14Q: 3 clusters Score -3658901 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3659319.000000 Penalty: 5146.258301
	Iteration 15Q: 3 clusters Score -3659319 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3659737.500000 Penalty: 5146.258301
	Iteration 16Q: 3 clusters Score -3659738 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3660068.000000 Penalty: 5146.258301
	Iteration 17Q: 3 clusters Score -3660068 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3660330.750000 Penalty: 5146.258301
	Iteration 18Q: 3 clusters Score -3660331 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3660560.750000 Penalty: 5146.258301
	Iteration 19Q: 3 clusters Score -3660561 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3660740.250000 Penalty: 5146.258301
	Iteration 20F: 3 clusters Score -3660740 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3660855.500000 Penalty: 5146.258301
	Iteration 21Q: 3 clusters Score -3660856 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -3660943.750000 Penalty: 5146.258301
	Iteration 22Q: 3 clusters Score -3660944 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3661002.250000 Penalty: 5146.258301
	Iteration 23Q: 3 clusters Score -3661002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3661058.500000 Penalty: 5146.258301
	Iteration 24Q: 3 clusters Score -3661058 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3661103.500000 Penalty: 5146.258301
	Iteration 25Q: 3 clusters Score -3661104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3661155.500000 Penalty: 5146.258301
	Iteration 26Q: 3 clusters Score -3661156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3661201.750000 Penalty: 5146.258301
	Iteration 27Q: 3 clusters Score -3661202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3661222.250000 Penalty: 5146.258301
	Iteration 28Q: 3 clusters Score -3661222 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3661237.500000 Penalty: 5146.258301
	Iteration 29Q: 3 clusters Score -3661238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3661267.250000 Penalty: 5146.258301
	Iteration 30Q: 3 clusters Score -3661267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3661284.250000 Penalty: 5146.258301
	Iteration 31Q: 3 clusters Score -3661284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3661297.750000 Penalty: 5146.258301
	Iteration 32Q: 3 clusters Score -3661298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3661310.500000 Penalty: 5146.258301
	Iteration 33Q: 3 clusters Score -3661310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3661324.750000 Penalty: 5146.258301
	Iteration 34Q: 3 clusters Score -3661325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3661339.000000 Penalty: 5146.258301
	Iteration 35Q: 3 clusters Score -3661339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3661343.500000 Penalty: 5146.258301
	Iteration 36Q: 3 clusters Score -3661344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3661345.500000 Penalty: 5146.258301
	Iteration 37Q: 3 clusters Score -3661346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3661364.000000 Penalty: 5146.258301
	Iteration 38Q: 3 clusters Score -3661364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3661370.750000 Penalty: 5146.258301
	Iteration 39Q: 3 clusters Score -3661371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3661379.500000 Penalty: 5146.258301
	Iteration 40F: 3 clusters Score -3661380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3661384.750000 Penalty: 5146.258301
	Iteration 41Q: 3 clusters Score -3661385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3661390.000000 Penalty: 5146.258301
	Iteration 42Q: 3 clusters Score -3661390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3661391.000000 Penalty: 5146.258301
	Iteration 43Q: 3 clusters Score -3661391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3661399.250000 Penalty: 5146.258301
	Iteration 44Q: 3 clusters Score -3661399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3661399.000000 Penalty: 5146.258301
	Iteration 45Q: 3 clusters Score -3661399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3661398.500000 Penalty: 5146.258301
	Iteration 46Q: 3 clusters Score -3661398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3661404.000000 Penalty: 5146.258301
	Iteration 47Q: 3 clusters Score -3661404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3661404.250000 Penalty: 5146.258301
	Iteration 48Q: 3 clusters Score -3661404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3661409.000000 Penalty: 5146.258301
	Iteration 49Q: 3 clusters Score -3661409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3661409.000000 Penalty: 5146.258301
	Iteration 50Q: 3 clusters Score -3661409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3661409.250000 Penalty: 5146.258301
	Iteration 51Q: 3 clusters Score -3661409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3661409.500000 Penalty: 5146.258301
	Iteration 52Q: 3 clusters Score -3661410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3661411.000000 Penalty: 5146.258301
	Iteration 53Q: 3 clusters Score -3661411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3661411.500000 Penalty: 5146.258301
	Iteration 54Q: 3 clusters Score -3661412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3661416.250000 Penalty: 5146.258301
	Iteration 55Q: 3 clusters Score -3661416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3661416.750000 Penalty: 5146.258301
	Iteration 56Q: 3 clusters Score -3661417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3661416.750000 Penalty: 5146.258301
	Iteration 57F: 3 clusters Score -3661417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Entering Unmasked Estep 
Score: -2150690.750000 Penalty: 2433.844971
	Iteration 0F: 2 clusters Score -2150691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2137764.000000 Penalty: 4867.689941
	Iteration 0F: 3 clusters Score -2137764 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2141898.000000 Penalty: 4867.689941
	Iteration 1F: 3 clusters Score -2141898 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2142263.000000 Penalty: 4867.689941
	Iteration 2F: 3 clusters Score -2142263 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2142585.250000 Penalty: 4867.689941
	Iteration 3Q: 3 clusters Score -2142585 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2142885.000000 Penalty: 4867.689941
	Iteration 4Q: 3 clusters Score -2142885 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2143154.250000 Penalty: 4867.689941
	Iteration 5Q: 3 clusters Score -2143154 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2143413.000000 Penalty: 4867.689941
	Iteration 6Q: 3 clusters Score -2143413 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2143677.000000 Penalty: 4867.689941
	Iteration 7Q: 3 clusters Score -2143677 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2143969.750000 Penalty: 4867.689941
	Iteration 8Q: 3 clusters Score -2143970 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2144313.250000 Penalty: 4867.689941
	Iteration 9Q: 3 clusters Score -2144313 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2144727.250000 Penalty: 4867.689941
	Iteration 10Q: 3 clusters Score -2144727 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2145183.750000 Penalty: 4867.689941
	Iteration 11Q: 3 clusters Score -2145184 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2145709.750000 Penalty: 4867.689941
	Iteration 12Q: 3 clusters Score -2145710 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2146199.750000 Penalty: 4867.689941
	Iteration 13Q: 3 clusters Score -2146200 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2146633.000000 Penalty: 4867.689941
	Iteration 14Q: 3 clusters Score -2146633 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2147010.750000 Penalty: 4867.689941
	Iteration 15Q: 3 clusters Score -2147011 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2147344.250000 Penalty: 4867.689941
	Iteration 16Q: 3 clusters Score -2147344 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2147664.500000 Penalty: 4867.689941
	Iteration 17Q: 3 clusters Score -2147664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2147973.750000 Penalty: 4867.689941
	Iteration 18Q: 3 clusters Score -2147974 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2148307.500000 Penalty: 4867.689941
	Iteration 19Q: 3 clusters Score -2148308 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2148562.750000 Penalty: 4867.689941
	Iteration 20F: 3 clusters Score -2148563 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2148796.750000 Penalty: 4867.689941
	Iteration 21Q: 3 clusters Score -2148797 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2148999.750000 Penalty: 4867.689941
	Iteration 22Q: 3 clusters Score -2149000 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2149166.000000 Penalty: 4867.689941
	Iteration 23Q: 3 clusters Score -2149166 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2149298.000000 Penalty: 4867.689941
	Iteration 24Q: 3 clusters Score -2149298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2149391.250000 Penalty: 4867.689941
	Iteration 25Q: 3 clusters Score -2149391 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2149473.000000 Penalty: 4867.689941
	Iteration 26Q: 3 clusters Score -2149473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2149530.500000 Penalty: 4867.689941
	Iteration 27Q: 3 clusters Score -2149530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2149564.000000 Penalty: 4867.689941
	Iteration 28Q: 3 clusters Score -2149564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2149590.000000 Penalty: 4867.689941
	Iteration 29Q: 3 clusters Score -2149590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2149608.750000 Penalty: 4867.689941
	Iteration 30Q: 3 clusters Score -2149609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2149620.250000 Penalty: 4867.689941
	Iteration 31Q: 3 clusters Score -2149620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2149634.750000 Penalty: 4867.689941
	Iteration 32Q: 3 clusters Score -2149635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2149648.250000 Penalty: 4867.689941
	Iteration 33Q: 3 clusters Score -2149648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2149651.000000 Penalty: 4867.689941
	Iteration 34Q: 3 clusters Score -2149651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2149656.250000 Penalty: 4867.689941
	Iteration 35Q: 3 clusters Score -2149656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2149658.000000 Penalty: 4867.689941
	Iteration 36Q: 3 clusters Score -2149658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2149656.500000 Penalty: 4867.689941
	Iteration 37Q: 3 clusters Score -2149656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2149662.250000 Penalty: 4867.689941
	Iteration 38Q: 3 clusters Score -2149662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2149665.000000 Penalty: 4867.689941
	Iteration 39Q: 3 clusters Score -2149665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2149680.500000 Penalty: 4867.689941
	Iteration 40F: 3 clusters Score -2149680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2149685.250000 Penalty: 4867.689941
	Iteration 41Q: 3 clusters Score -2149685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2149692.500000 Penalty: 4867.689941
	Iteration 42Q: 3 clusters Score -2149692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2149694.250000 Penalty: 4867.689941
	Iteration 43Q: 3 clusters Score -2149694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2149693.000000 Penalty: 4867.689941
	Iteration 44Q: 3 clusters Score -2149693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2149690.500000 Penalty: 4867.689941
	Iteration 45Q: 3 clusters Score -2149690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2149692.750000 Penalty: 4867.689941
	Iteration 46Q: 3 clusters Score -2149693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2149693.500000 Penalty: 4867.689941
	Iteration 47Q: 3 clusters Score -2149694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2149694.000000 Penalty: 4867.689941
	Iteration 48Q: 3 clusters Score -2149694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2149691.000000 Penalty: 4867.689941
	Iteration 49Q: 3 clusters Score -2149691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2149694.250000 Penalty: 4867.689941
	Iteration 50Q: 3 clusters Score -2149694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2149693.500000 Penalty: 4867.689941
	Iteration 51Q: 3 clusters Score -2149694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2149694.000000 Penalty: 4867.689941
	Iteration 52Q: 3 clusters Score -2149694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2149694.000000 Penalty: 4867.689941
	Iteration 53F: 3 clusters Score -2149694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -33826.839844 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -33826.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32513.326172 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -32513.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32784.183594 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -32784.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32982.164062 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -32982.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33133.875000 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -33133.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33208.906250 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -33208.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33250.496094 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -33250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33266.292969 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -33266.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33273.710938 Penalty: 2929.059326
	Iteration 7Q: 3 clusters Score -33273.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33275.179688 Penalty: 2929.059326
	Iteration 8F: 3 clusters Score -33275.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33293.324219 Penalty: 2929.059326
	Iteration 9Q: 3 clusters Score -33293.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33312.839844 Penalty: 2929.059326
	Iteration 10Q: 3 clusters Score -33312.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33312.839844 Penalty: 2929.059326
	Iteration 11F: 3 clusters Score -33312.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Entering Unmasked Estep 
Score: -566228.500000 Penalty: 2130.245605
	Iteration 0F: 2 clusters Score -566228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -561497.062500 Penalty: 4260.491211
	Iteration 0F: 3 clusters Score -561497.1 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -562757.875000 Penalty: 4260.491211
	Iteration 1F: 3 clusters Score -562757.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -563060.625000 Penalty: 4260.491211
	Iteration 2F: 3 clusters Score -563060.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -563265.000000 Penalty: 4260.491211
	Iteration 3F: 3 clusters Score -563265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -563434.375000 Penalty: 4260.491211
	Iteration 4Q: 3 clusters Score -563434.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -563637.000000 Penalty: 4260.491211
	Iteration 5Q: 3 clusters Score -563637 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -563904.312500 Penalty: 4260.491211
	Iteration 6F: 3 clusters Score -563904.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -564248.437500 Penalty: 4260.491211
	Iteration 7F: 3 clusters Score -564248.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -564646.812500 Penalty: 4260.491211
	Iteration 8F: 3 clusters Score -564646.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -564976.312500 Penalty: 4260.491211
	Iteration 9F: 3 clusters Score -564976.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -565236.000000 Penalty: 4260.491211
	Iteration 10Q: 3 clusters Score -565236 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -565416.875000 Penalty: 4260.491211
	Iteration 11Q: 3 clusters Score -565416.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -565527.937500 Penalty: 4260.491211
	Iteration 12Q: 3 clusters Score -565527.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -565601.687500 Penalty: 4260.491211
	Iteration 13Q: 3 clusters Score -565601.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -565661.312500 Penalty: 4260.491211
	Iteration 14Q: 3 clusters Score -565661.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -565699.375000 Penalty: 4260.491211
	Iteration 15Q: 3 clusters Score -565699.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -565722.250000 Penalty: 4260.491211
	Iteration 16Q: 3 clusters Score -565722.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -565757.375000 Penalty: 4260.491211
	Iteration 17Q: 3 clusters Score -565757.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -565800.500000 Penalty: 4260.491211
	Iteration 18Q: 3 clusters Score -565800.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -565850.500000 Penalty: 4260.491211
	Iteration 19Q: 3 clusters Score -565850.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -565905.625000 Penalty: 4260.491211
	Iteration 20F: 3 clusters Score -565905.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -565965.625000 Penalty: 4260.491211
	Iteration 21Q: 3 clusters Score -565965.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -565994.437500 Penalty: 4260.491211
	Iteration 22Q: 3 clusters Score -565994.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -566004.625000 Penalty: 4260.491211
	Iteration 23Q: 3 clusters Score -566004.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -566009.500000 Penalty: 4260.491211
	Iteration 24Q: 3 clusters Score -566009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -566010.937500 Penalty: 4260.491211
	Iteration 25Q: 3 clusters Score -566010.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -566012.562500 Penalty: 4260.491211
	Iteration 26Q: 3 clusters Score -566012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -566014.000000 Penalty: 4260.491211
	Iteration 27Q: 3 clusters Score -566014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -566014.812500 Penalty: 4260.491211
	Iteration 28Q: 3 clusters Score -566014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -566015.500000 Penalty: 4260.491211
	Iteration 29Q: 3 clusters Score -566015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -566015.875000 Penalty: 4260.491211
	Iteration 30Q: 3 clusters Score -566015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -566016.937500 Penalty: 4260.491211
	Iteration 31Q: 3 clusters Score -566016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -566016.625000 Penalty: 4260.491211
	Iteration 32Q: 3 clusters Score -566016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -566016.250000 Penalty: 4260.491211
	Iteration 33Q: 3 clusters Score -566016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -566016.250000 Penalty: 4260.491211
	Iteration 34F: 3 clusters Score -566016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (121772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121772 members 
Entering Unmasked Estep 
Score: -14207761.000000 Penalty: 2904.056641
	Iteration 0F: 2 clusters Score -1.420776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -14126361.000000 Penalty: 5808.113281
	Iteration 0F: 3 clusters Score -1.412636e+07 nChanged 57963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -14159690.000000 Penalty: 5808.113281
	Iteration 1F: 3 clusters Score -1.415969e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -14161000.000000 Penalty: 5808.113281
	Iteration 2Q: 3 clusters Score -1.4161e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -14162655.000000 Penalty: 5808.113281
	Iteration 3Q: 3 clusters Score -1.416266e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -14164819.000000 Penalty: 5808.113281
	Iteration 4Q: 3 clusters Score -1.416482e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -14167563.000000 Penalty: 5808.113281
	Iteration 5F: 3 clusters Score -1.416756e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -14170905.000000 Penalty: 5808.113281
	Iteration 6F: 3 clusters Score -1.41709e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -14173880.000000 Penalty: 5808.113281
	Iteration 7F: 3 clusters Score -1.417388e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -14176390.000000 Penalty: 5808.113281
	Iteration 8F: 3 clusters Score -1.417639e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -14178119.000000 Penalty: 5808.113281
	Iteration 9Q: 3 clusters Score -1.417812e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -14179442.000000 Penalty: 5808.113281
	Iteration 10Q: 3 clusters Score -1.417944e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -14180418.000000 Penalty: 5808.113281
	Iteration 11Q: 3 clusters Score -1.418042e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -14181107.000000 Penalty: 5808.113281
	Iteration 12Q: 3 clusters Score -1.418111e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 61897 members 
Entering Unmasked Estep 
Score: -14181589.000000 Penalty: 5808.113281
	Iteration 13Q: 3 clusters Score -1.418159e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -14182041.000000 Penalty: 5808.113281
	Iteration 14Q: 3 clusters Score -1.418204e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 64389 members 
Entering Unmasked Estep 
Score: -14182475.000000 Penalty: 5808.113281
	Iteration 15Q: 3 clusters Score -1.418248e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -14183026.000000 Penalty: 5808.113281
	Iteration 16Q: 3 clusters Score -1.418303e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -14183661.000000 Penalty: 5808.113281
	Iteration 17Q: 3 clusters Score -1.418366e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -14184573.000000 Penalty: 5808.113281
	Iteration 18Q: 3 clusters Score -1.418457e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 74300 members 
Entering Unmasked Estep 
Score: -14185540.000000 Penalty: 5808.113281
	Iteration 19Q: 3 clusters Score -1.418554e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -14186920.000000 Penalty: 5808.113281
	Iteration 20F: 3 clusters Score -1.418692e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -14188693.000000 Penalty: 5808.113281
	Iteration 21Q: 3 clusters Score -1.418869e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -14190659.000000 Penalty: 5808.113281
	Iteration 22Q: 3 clusters Score -1.419066e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -14192763.000000 Penalty: 5808.113281
	Iteration 23Q: 3 clusters Score -1.419276e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -14194916.000000 Penalty: 5808.113281
	Iteration 24Q: 3 clusters Score -1.419492e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -14197120.000000 Penalty: 5808.113281
	Iteration 25Q: 3 clusters Score -1.419712e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 105278 members 
Entering Unmasked Estep 
Score: -14199195.000000 Penalty: 5808.113281
	Iteration 26Q: 3 clusters Score -1.41992e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 108889 members 
Entering Unmasked Estep 
Score: -14201006.000000 Penalty: 5808.113281
	Iteration 27Q: 3 clusters Score -1.420101e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 111797 members 
Entering Unmasked Estep 
Score: -14202309.000000 Penalty: 5808.113281
	Iteration 28Q: 3 clusters Score -1.420231e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 113965 members 
Entering Unmasked Estep 
Score: -14203267.000000 Penalty: 5808.113281
	Iteration 29Q: 3 clusters Score -1.420327e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 115550 members 
Entering Unmasked Estep 
Score: -14203945.000000 Penalty: 5808.113281
	Iteration 30Q: 3 clusters Score -1.420394e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -14204424.000000 Penalty: 5808.113281
	Iteration 31Q: 3 clusters Score -1.420442e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 117448 members 
Entering Unmasked Estep 
Score: -14204696.000000 Penalty: 5808.113281
	Iteration 32Q: 3 clusters Score -1.42047e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 118008 members 
Entering Unmasked Estep 
Score: -14204859.000000 Penalty: 5808.113281
	Iteration 33Q: 3 clusters Score -1.420486e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 118429 members 
Entering Unmasked Estep 
Score: -14205005.000000 Penalty: 5808.113281
	Iteration 34Q: 3 clusters Score -1.4205e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 118747 members 
Entering Unmasked Estep 
Score: -14205125.000000 Penalty: 5808.113281
	Iteration 35Q: 3 clusters Score -1.420512e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 118996 members 
Entering Unmasked Estep 
Score: -14205216.000000 Penalty: 5808.113281
	Iteration 36Q: 3 clusters Score -1.420522e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 119174 members 
Entering Unmasked Estep 
Score: -14205284.000000 Penalty: 5808.113281
	Iteration 37Q: 3 clusters Score -1.420528e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 119286 members 
Entering Unmasked Estep 
Score: -14205313.000000 Penalty: 5808.113281
	Iteration 38Q: 3 clusters Score -1.420531e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -14205353.000000 Penalty: 5808.113281
	Iteration 39Q: 3 clusters Score -1.420535e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -14205378.000000 Penalty: 5808.113281
	Iteration 40F: 3 clusters Score -1.420538e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 119567 members 
Entering Unmasked Estep 
Score: -14205418.000000 Penalty: 5808.113281
	Iteration 41Q: 3 clusters Score -1.420542e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -14205438.000000 Penalty: 5808.113281
	Iteration 42Q: 3 clusters Score -1.420544e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -14205443.000000 Penalty: 5808.113281
	Iteration 43Q: 3 clusters Score -1.420544e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -14205473.000000 Penalty: 5808.113281
	Iteration 44Q: 3 clusters Score -1.420547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -14205513.000000 Penalty: 5808.113281
	Iteration 45Q: 3 clusters Score -1.420551e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 119822 members 
Entering Unmasked Estep 
Score: -14205526.000000 Penalty: 5808.113281
	Iteration 46Q: 3 clusters Score -1.420553e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 119856 members 
Entering Unmasked Estep 
Score: -14205525.000000 Penalty: 5808.113281
	Iteration 47Q: 3 clusters Score -1.420552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -14205537.000000 Penalty: 5808.113281
	Iteration 48Q: 3 clusters Score -1.420554e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 119909 members 
Entering Unmasked Estep 
Score: -14205553.000000 Penalty: 5808.113281
	Iteration 49Q: 3 clusters Score -1.420555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 119924 members 
Entering Unmasked Estep 
Score: -14205551.000000 Penalty: 5808.113281
	Iteration 50Q: 3 clusters Score -1.420555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 119947 members 
Entering Unmasked Estep 
Score: -14205558.000000 Penalty: 5808.113281
	Iteration 51Q: 3 clusters Score -1.420556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 119953 members 
Entering Unmasked Estep 
Score: -14205560.000000 Penalty: 5808.113281
	Iteration 52Q: 3 clusters Score -1.420556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 119969 members 
Entering Unmasked Estep 
Score: -14205576.000000 Penalty: 5808.113281
	Iteration 53Q: 3 clusters Score -1.420558e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 119984 members 
Entering Unmasked Estep 
Score: -14205566.000000 Penalty: 5808.113281
	Iteration 54Q: 3 clusters Score -1.420557e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 119999 members 
Entering Unmasked Estep 
Score: -14205568.000000 Penalty: 5808.113281
	Iteration 55Q: 3 clusters Score -1.420557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -14205585.000000 Penalty: 5808.113281
	Iteration 56Q: 3 clusters Score -1.420558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 120018 members 
Entering Unmasked Estep 
Score: -14205585.000000 Penalty: 5808.113281
	Iteration 57Q: 3 clusters Score -1.420558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 120024 members 
Entering Unmasked Estep 
Score: -14205583.000000 Penalty: 5808.113281
	Iteration 58Q: 3 clusters Score -1.420558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -14205588.000000 Penalty: 5808.113281
	Iteration 59Q: 3 clusters Score -1.420559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 120039 members 
Entering Unmasked Estep 
Score: -14205588.000000 Penalty: 5808.113281
	Iteration 60F: 3 clusters Score -1.420559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 120040 members 
Entering Unmasked Estep 
Score: -14205603.000000 Penalty: 5808.113281
	Iteration 61Q: 3 clusters Score -1.42056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 120045 members 
Entering Unmasked Estep 
Score: -14205605.000000 Penalty: 5808.113281
	Iteration 62Q: 3 clusters Score -1.42056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 120045 members 
Entering Unmasked Estep 
Score: -14205608.000000 Penalty: 5808.113281
	Iteration 63Q: 3 clusters Score -1.420561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -14205605.000000 Penalty: 5808.113281
	Iteration 64Q: 3 clusters Score -1.42056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -14205605.000000 Penalty: 5808.113281
	Iteration 65Q: 3 clusters Score -1.42056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
Score: -14205612.000000 Penalty: 5808.113281
	Iteration 66Q: 3 clusters Score -1.420561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 120061 members 
Entering Unmasked Estep 
Score: -14205626.000000 Penalty: 5808.113281
	Iteration 67Q: 3 clusters Score -1.420563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 120062 members 
Entering Unmasked Estep 
Score: -14205641.000000 Penalty: 5808.113281
	Iteration 68Q: 3 clusters Score -1.420564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 120071 members 
Entering Unmasked Estep 
Score: -14205643.000000 Penalty: 5808.113281
	Iteration 69Q: 3 clusters Score -1.420564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 120080 members 
Entering Unmasked Estep 
Score: -14205637.000000 Penalty: 5808.113281
	Iteration 70Q: 3 clusters Score -1.420564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 120089 members 
Entering Unmasked Estep 
Score: -14205636.000000 Penalty: 5808.113281
	Iteration 71Q: 3 clusters Score -1.420564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 120092 members 
Entering Unmasked Estep 
Score: -14205647.000000 Penalty: 5808.113281
	Iteration 72Q: 3 clusters Score -1.420565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -14205640.000000 Penalty: 5808.113281
	Iteration 73Q: 3 clusters Score -1.420564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 120102 members 
Entering Unmasked Estep 
Score: -14205631.000000 Penalty: 5808.113281
	Iteration 74Q: 3 clusters Score -1.420563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 120104 members 
Entering Unmasked Estep 
Score: -14205638.000000 Penalty: 5808.113281
	Iteration 75Q: 3 clusters Score -1.420564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 120105 members 
Entering Unmasked Estep 
Score: -14205638.000000 Penalty: 5808.113281
	Iteration 76Q: 3 clusters Score -1.420564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -14205647.000000 Penalty: 5808.113281
	Iteration 77Q: 3 clusters Score -1.420565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -14205645.000000 Penalty: 5808.113281
	Iteration 78Q: 3 clusters Score -1.420564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -14205650.000000 Penalty: 5808.113281
	Iteration 79Q: 3 clusters Score -1.420565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -14205645.000000 Penalty: 5808.113281
	Iteration 80F: 3 clusters Score -1.420564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -14205640.000000 Penalty: 5808.113281
	Iteration 81Q: 3 clusters Score -1.420564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -14205643.000000 Penalty: 5808.113281
	Iteration 82Q: 3 clusters Score -1.420564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 120107 members 
Entering Unmasked Estep 
Score: -14205643.000000 Penalty: 5808.113281
	Iteration 83Q: 3 clusters Score -1.420564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 120108 members 
Entering Unmasked Estep 
Score: -14205643.000000 Penalty: 5808.113281
	Iteration 84Q: 3 clusters Score -1.420564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -14205640.000000 Penalty: 5808.113281
	Iteration 85Q: 3 clusters Score -1.420564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 120112 members 
Entering Unmasked Estep 
Score: -14205643.000000 Penalty: 5808.113281
	Iteration 86Q: 3 clusters Score -1.420564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -14205647.000000 Penalty: 5808.113281
	Iteration 87Q: 3 clusters Score -1.420565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 120115 members 
Entering Unmasked Estep 
Score: -14205642.000000 Penalty: 5808.113281
	Iteration 88Q: 3 clusters Score -1.420564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 120116 members 
Entering Unmasked Estep 
Score: -14205648.000000 Penalty: 5808.113281
	Iteration 89Q: 3 clusters Score -1.420565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -14205657.000000 Penalty: 5808.113281
	Iteration 90Q: 3 clusters Score -1.420566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -14205652.000000 Penalty: 5808.113281
	Iteration 91Q: 3 clusters Score -1.420565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 120118 members 
Entering Unmasked Estep 
Score: -14205652.000000 Penalty: 5808.113281
	Iteration 92F: 3 clusters Score -1.420565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Entering Unmasked Estep 
Score: -1655178.000000 Penalty: 2380.887695
	Iteration 0F: 2 clusters Score -1655178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1644462.375000 Penalty: 4761.775391
	Iteration 0F: 3 clusters Score -1644462 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1647708.500000 Penalty: 4761.775391
	Iteration 1F: 3 clusters Score -1647708 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1648113.750000 Penalty: 4761.775391
	Iteration 2F: 3 clusters Score -1648114 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1648465.125000 Penalty: 4761.775391
	Iteration 3F: 3 clusters Score -1648465 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1648807.000000 Penalty: 4761.775391
	Iteration 4Q: 3 clusters Score -1648807 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1649133.750000 Penalty: 4761.775391
	Iteration 5Q: 3 clusters Score -1649134 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1649511.125000 Penalty: 4761.775391
	Iteration 6Q: 3 clusters Score -1649511 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1649936.375000 Penalty: 4761.775391
	Iteration 7Q: 3 clusters Score -1649936 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1650397.000000 Penalty: 4761.775391
	Iteration 8Q: 3 clusters Score -1650397 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1650927.125000 Penalty: 4761.775391
	Iteration 9Q: 3 clusters Score -1650927 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1651456.250000 Penalty: 4761.775391
	Iteration 10Q: 3 clusters Score -1651456 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1651866.750000 Penalty: 4761.775391
	Iteration 11Q: 3 clusters Score -1651867 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1652190.875000 Penalty: 4761.775391
	Iteration 12Q: 3 clusters Score -1652191 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1652423.250000 Penalty: 4761.775391
	Iteration 13Q: 3 clusters Score -1652423 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1652587.625000 Penalty: 4761.775391
	Iteration 14Q: 3 clusters Score -1652588 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1652717.375000 Penalty: 4761.775391
	Iteration 15Q: 3 clusters Score -1652717 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1652797.375000 Penalty: 4761.775391
	Iteration 16Q: 3 clusters Score -1652797 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1652860.500000 Penalty: 4761.775391
	Iteration 17Q: 3 clusters Score -1652860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1652909.375000 Penalty: 4761.775391
	Iteration 18Q: 3 clusters Score -1652909 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1652942.750000 Penalty: 4761.775391
	Iteration 19Q: 3 clusters Score -1652943 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1652969.500000 Penalty: 4761.775391
	Iteration 20F: 3 clusters Score -1652970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1652994.125000 Penalty: 4761.775391
	Iteration 21Q: 3 clusters Score -1652994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1653017.125000 Penalty: 4761.775391
	Iteration 22Q: 3 clusters Score -1653017 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1653035.250000 Penalty: 4761.775391
	Iteration 23Q: 3 clusters Score -1653035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1653061.500000 Penalty: 4761.775391
	Iteration 24Q: 3 clusters Score -1653062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1653090.500000 Penalty: 4761.775391
	Iteration 25Q: 3 clusters Score -1653090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1653123.125000 Penalty: 4761.775391
	Iteration 26Q: 3 clusters Score -1653123 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1653174.250000 Penalty: 4761.775391
	Iteration 27Q: 3 clusters Score -1653174 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1653251.625000 Penalty: 4761.775391
	Iteration 28Q: 3 clusters Score -1653252 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1653341.375000 Penalty: 4761.775391
	Iteration 29Q: 3 clusters Score -1653341 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1653436.625000 Penalty: 4761.775391
	Iteration 30Q: 3 clusters Score -1653437 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1653620.625000 Penalty: 4761.775391
	Iteration 31Q: 3 clusters Score -1653621 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1653918.250000 Penalty: 4761.775391
	Iteration 32Q: 3 clusters Score -1653918 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1654387.250000 Penalty: 4761.775391
	Iteration 33Q: 3 clusters Score -1654387 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1654668.500000 Penalty: 4761.775391
	Iteration 34Q: 3 clusters Score -1654668 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1654794.375000 Penalty: 4761.775391
	Iteration 35Q: 3 clusters Score -1654794 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1654852.000000 Penalty: 4761.775391
	Iteration 36Q: 3 clusters Score -1654852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1654889.625000 Penalty: 4761.775391
	Iteration 37Q: 3 clusters Score -1654890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1654911.250000 Penalty: 4761.775391
	Iteration 38Q: 3 clusters Score -1654911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1654929.000000 Penalty: 4761.775391
	Iteration 39Q: 3 clusters Score -1654929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1654956.000000 Penalty: 4761.775391
	Iteration 40F: 3 clusters Score -1654956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1654975.875000 Penalty: 4761.775391
	Iteration 41Q: 3 clusters Score -1654976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1654983.625000 Penalty: 4761.775391
	Iteration 42Q: 3 clusters Score -1654984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1654989.875000 Penalty: 4761.775391
	Iteration 43Q: 3 clusters Score -1654990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1654991.625000 Penalty: 4761.775391
	Iteration 44Q: 3 clusters Score -1654992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1654992.250000 Penalty: 4761.775391
	Iteration 45Q: 3 clusters Score -1654992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1654995.250000 Penalty: 4761.775391
	Iteration 46Q: 3 clusters Score -1654995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1654997.000000 Penalty: 4761.775391
	Iteration 47Q: 3 clusters Score -1654997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1655001.500000 Penalty: 4761.775391
	Iteration 48Q: 3 clusters Score -1655002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1655000.250000 Penalty: 4761.775391
	Iteration 49Q: 3 clusters Score -1655000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1654995.125000 Penalty: 4761.775391
	Iteration 50Q: 3 clusters Score -1654995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1654997.750000 Penalty: 4761.775391
	Iteration 51Q: 3 clusters Score -1654998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1654997.375000 Penalty: 4761.775391
	Iteration 52Q: 3 clusters Score -1654997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1655000.500000 Penalty: 4761.775391
	Iteration 53Q: 3 clusters Score -1655000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1655001.500000 Penalty: 4761.775391
	Iteration 54Q: 3 clusters Score -1655002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1655002.500000 Penalty: 4761.775391
	Iteration 55Q: 3 clusters Score -1655002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1655002.500000 Penalty: 4761.775391
	Iteration 56F: 3 clusters Score -1655002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Entering Unmasked Estep 
Score: -2618681.250000 Penalty: 2488.972900
	Iteration 0F: 2 clusters Score -2618681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2602783.250000 Penalty: 4977.945801
	Iteration 0F: 3 clusters Score -2602783 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2608120.000000 Penalty: 4977.945801
	Iteration 1F: 3 clusters Score -2608120 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2608537.250000 Penalty: 4977.945801
	Iteration 2F: 3 clusters Score -2608537 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2608923.000000 Penalty: 4977.945801
	Iteration 3Q: 3 clusters Score -2608923 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2609273.500000 Penalty: 4977.945801
	Iteration 4Q: 3 clusters Score -2609274 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2609652.000000 Penalty: 4977.945801
	Iteration 5Q: 3 clusters Score -2609652 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2610096.500000 Penalty: 4977.945801
	Iteration 6Q: 3 clusters Score -2610096 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2610687.250000 Penalty: 4977.945801
	Iteration 7Q: 3 clusters Score -2610687 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2611440.250000 Penalty: 4977.945801
	Iteration 8F: 3 clusters Score -2611440 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2612479.500000 Penalty: 4977.945801
	Iteration 9F: 3 clusters Score -2612480 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2613630.000000 Penalty: 4977.945801
	Iteration 10F: 3 clusters Score -2613630 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2614660.250000 Penalty: 4977.945801
	Iteration 11F: 3 clusters Score -2614660 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2615476.250000 Penalty: 4977.945801
	Iteration 12Q: 3 clusters Score -2615476 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2615949.000000 Penalty: 4977.945801
	Iteration 13Q: 3 clusters Score -2615949 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2616217.500000 Penalty: 4977.945801
	Iteration 14Q: 3 clusters Score -2616218 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2616397.500000 Penalty: 4977.945801
	Iteration 15Q: 3 clusters Score -2616398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2616470.750000 Penalty: 4977.945801
	Iteration 16Q: 3 clusters Score -2616471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2616521.000000 Penalty: 4977.945801
	Iteration 17Q: 3 clusters Score -2616521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2616553.000000 Penalty: 4977.945801
	Iteration 18Q: 3 clusters Score -2616553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2616563.500000 Penalty: 4977.945801
	Iteration 19Q: 3 clusters Score -2616564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2616572.750000 Penalty: 4977.945801
	Iteration 20F: 3 clusters Score -2616573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2616583.250000 Penalty: 4977.945801
	Iteration 21Q: 3 clusters Score -2616583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2616583.500000 Penalty: 4977.945801
	Iteration 22Q: 3 clusters Score -2616584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2616586.750000 Penalty: 4977.945801
	Iteration 23Q: 3 clusters Score -2616587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2616586.750000 Penalty: 4977.945801
	Iteration 24Q: 3 clusters Score -2616587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2616587.750000 Penalty: 4977.945801
	Iteration 25Q: 3 clusters Score -2616588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2616585.250000 Penalty: 4977.945801
	Iteration 26Q: 3 clusters Score -2616585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2616589.750000 Penalty: 4977.945801
	Iteration 27Q: 3 clusters Score -2616590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2616591.250000 Penalty: 4977.945801
	Iteration 28Q: 3 clusters Score -2616591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2616589.750000 Penalty: 4977.945801
	Iteration 29Q: 3 clusters Score -2616590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2616598.750000 Penalty: 4977.945801
	Iteration 30Q: 3 clusters Score -2616599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2616603.750000 Penalty: 4977.945801
	Iteration 31Q: 3 clusters Score -2616604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2616605.500000 Penalty: 4977.945801
	Iteration 32Q: 3 clusters Score -2616606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2616610.500000 Penalty: 4977.945801
	Iteration 33Q: 3 clusters Score -2616610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2616609.000000 Penalty: 4977.945801
	Iteration 34Q: 3 clusters Score -2616609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2616608.750000 Penalty: 4977.945801
	Iteration 35Q: 3 clusters Score -2616609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2616609.500000 Penalty: 4977.945801
	Iteration 36Q: 3 clusters Score -2616610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2616609.500000 Penalty: 4977.945801
	Iteration 37F: 3 clusters Score -2616610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -185010.500000 Penalty: 1849.773193
	Iteration 0F: 2 clusters Score -185010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -182575.843750 Penalty: 3699.546387
	Iteration 0F: 3 clusters Score -182575.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -183033.828125 Penalty: 3699.546387
	Iteration 1F: 3 clusters Score -183033.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -183144.718750 Penalty: 3699.546387
	Iteration 2F: 3 clusters Score -183144.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -183193.421875 Penalty: 3699.546387
	Iteration 3Q: 3 clusters Score -183193.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183226.437500 Penalty: 3699.546387
	Iteration 4Q: 3 clusters Score -183226.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -183247.421875 Penalty: 3699.546387
	Iteration 5Q: 3 clusters Score -183247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183260.484375 Penalty: 3699.546387
	Iteration 6Q: 3 clusters Score -183260.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -183269.796875 Penalty: 3699.546387
	Iteration 7Q: 3 clusters Score -183269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -183277.125000 Penalty: 3699.546387
	Iteration 8Q: 3 clusters Score -183277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -183284.750000 Penalty: 3699.546387
	Iteration 9Q: 3 clusters Score -183284.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -183292.203125 Penalty: 3699.546387
	Iteration 10Q: 3 clusters Score -183292.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -183301.156250 Penalty: 3699.546387
	Iteration 11Q: 3 clusters Score -183301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -183306.328125 Penalty: 3699.546387
	Iteration 12Q: 3 clusters Score -183306.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183309.812500 Penalty: 3699.546387
	Iteration 13Q: 3 clusters Score -183309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183311.468750 Penalty: 3699.546387
	Iteration 14Q: 3 clusters Score -183311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183312.750000 Penalty: 3699.546387
	Iteration 15Q: 3 clusters Score -183312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -183314.484375 Penalty: 3699.546387
	Iteration 16Q: 3 clusters Score -183314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -183317.468750 Penalty: 3699.546387
	Iteration 17Q: 3 clusters Score -183317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -183319.343750 Penalty: 3699.546387
	Iteration 18Q: 3 clusters Score -183319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183320.859375 Penalty: 3699.546387
	Iteration 19Q: 3 clusters Score -183320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183320.859375 Penalty: 3699.546387
	Iteration 20F: 3 clusters Score -183320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Entering Unmasked Estep 
Score: -5026122.500000 Penalty: 2670.453857
	Iteration 0F: 2 clusters Score -5026122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4994126.000000 Penalty: 5340.907715
	Iteration 0F: 3 clusters Score -4994126 nChanged 21693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5006618.500000 Penalty: 5340.907715
	Iteration 1F: 3 clusters Score -5006618 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -5007770.000000 Penalty: 5340.907715
	Iteration 2F: 3 clusters Score -5007770 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5009347.000000 Penalty: 5340.907715
	Iteration 3F: 3 clusters Score -5009347 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5011435.500000 Penalty: 5340.907715
	Iteration 4F: 3 clusters Score -5011436 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5013647.500000 Penalty: 5340.907715
	Iteration 5F: 3 clusters Score -5013648 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5015512.000000 Penalty: 5340.907715
	Iteration 6F: 3 clusters Score -5015512 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -5016857.000000 Penalty: 5340.907715
	Iteration 7F: 3 clusters Score -5016857 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5017922.500000 Penalty: 5340.907715
	Iteration 8Q: 3 clusters Score -5017922 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -5018581.500000 Penalty: 5340.907715
	Iteration 9Q: 3 clusters Score -5018582 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5018995.500000 Penalty: 5340.907715
	Iteration 10Q: 3 clusters Score -5018996 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -5019252.000000 Penalty: 5340.907715
	Iteration 11Q: 3 clusters Score -5019252 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -5019400.500000 Penalty: 5340.907715
	Iteration 12Q: 3 clusters Score -5019400 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -5019534.000000 Penalty: 5340.907715
	Iteration 13Q: 3 clusters Score -5019534 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -5019641.500000 Penalty: 5340.907715
	Iteration 14Q: 3 clusters Score -5019642 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -5019780.500000 Penalty: 5340.907715
	Iteration 15Q: 3 clusters Score -5019780 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -5019898.500000 Penalty: 5340.907715
	Iteration 16Q: 3 clusters Score -5019898 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -5020080.000000 Penalty: 5340.907715
	Iteration 17Q: 3 clusters Score -5020080 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5020245.500000 Penalty: 5340.907715
	Iteration 18Q: 3 clusters Score -5020246 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -5020485.000000 Penalty: 5340.907715
	Iteration 19Q: 3 clusters Score -5020485 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5020754.000000 Penalty: 5340.907715
	Iteration 20F: 3 clusters Score -5020754 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -5021019.000000 Penalty: 5340.907715
	Iteration 21Q: 3 clusters Score -5021019 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -5021322.500000 Penalty: 5340.907715
	Iteration 22Q: 3 clusters Score -5021322 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -5021671.000000 Penalty: 5340.907715
	Iteration 23Q: 3 clusters Score -5021671 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5022081.000000 Penalty: 5340.907715
	Iteration 24Q: 3 clusters Score -5022081 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -5022455.500000 Penalty: 5340.907715
	Iteration 25Q: 3 clusters Score -5022456 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5022808.000000 Penalty: 5340.907715
	Iteration 26Q: 3 clusters Score -5022808 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -5023213.500000 Penalty: 5340.907715
	Iteration 27Q: 3 clusters Score -5023214 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5023558.000000 Penalty: 5340.907715
	Iteration 28Q: 3 clusters Score -5023558 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -5023874.000000 Penalty: 5340.907715
	Iteration 29Q: 3 clusters Score -5023874 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -5024125.500000 Penalty: 5340.907715
	Iteration 30Q: 3 clusters Score -5024126 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -5024300.500000 Penalty: 5340.907715
	Iteration 31Q: 3 clusters Score -5024300 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -5024413.000000 Penalty: 5340.907715
	Iteration 32Q: 3 clusters Score -5024413 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -5024527.500000 Penalty: 5340.907715
	Iteration 33Q: 3 clusters Score -5024528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -5024606.000000 Penalty: 5340.907715
	Iteration 34Q: 3 clusters Score -5024606 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5024650.000000 Penalty: 5340.907715
	Iteration 35Q: 3 clusters Score -5024650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -5024709.000000 Penalty: 5340.907715
	Iteration 36Q: 3 clusters Score -5024709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -5024751.000000 Penalty: 5340.907715
	Iteration 37Q: 3 clusters Score -5024751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -5024784.000000 Penalty: 5340.907715
	Iteration 38Q: 3 clusters Score -5024784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -5024811.500000 Penalty: 5340.907715
	Iteration 39Q: 3 clusters Score -5024812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -5024840.000000 Penalty: 5340.907715
	Iteration 40F: 3 clusters Score -5024840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -5024846.500000 Penalty: 5340.907715
	Iteration 41Q: 3 clusters Score -5024846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -5024853.500000 Penalty: 5340.907715
	Iteration 42Q: 3 clusters Score -5024854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5024864.000000 Penalty: 5340.907715
	Iteration 43Q: 3 clusters Score -5024864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -5024888.000000 Penalty: 5340.907715
	Iteration 44Q: 3 clusters Score -5024888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -5024888.000000 Penalty: 5340.907715
	Iteration 45Q: 3 clusters Score -5024888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -5024897.500000 Penalty: 5340.907715
	Iteration 46Q: 3 clusters Score -5024898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5024896.000000 Penalty: 5340.907715
	Iteration 47Q: 3 clusters Score -5024896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -5024907.000000 Penalty: 5340.907715
	Iteration 48Q: 3 clusters Score -5024907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -5024906.500000 Penalty: 5340.907715
	Iteration 49Q: 3 clusters Score -5024906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -5024913.500000 Penalty: 5340.907715
	Iteration 50Q: 3 clusters Score -5024914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5024905.500000 Penalty: 5340.907715
	Iteration 51Q: 3 clusters Score -5024906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -5024907.000000 Penalty: 5340.907715
	Iteration 52Q: 3 clusters Score -5024907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -5024910.000000 Penalty: 5340.907715
	Iteration 53Q: 3 clusters Score -5024910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -5024907.000000 Penalty: 5340.907715
	Iteration 54Q: 3 clusters Score -5024907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -5024910.500000 Penalty: 5340.907715
	Iteration 55Q: 3 clusters Score -5024910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -5024910.500000 Penalty: 5340.907715
	Iteration 56F: 3 clusters Score -5024910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Entering Unmasked Estep 
Score: -1186606.250000 Penalty: 2316.158447
	Iteration 0F: 2 clusters Score -1186606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1178098.875000 Penalty: 4632.316895
	Iteration 0F: 3 clusters Score -1178099 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1180982.625000 Penalty: 4632.316895
	Iteration 1F: 3 clusters Score -1180983 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1181641.500000 Penalty: 4632.316895
	Iteration 2F: 3 clusters Score -1181642 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1182175.250000 Penalty: 4632.316895
	Iteration 3F: 3 clusters Score -1182175 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1182661.750000 Penalty: 4632.316895
	Iteration 4F: 3 clusters Score -1182662 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1183113.750000 Penalty: 4632.316895
	Iteration 5F: 3 clusters Score -1183114 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1183522.250000 Penalty: 4632.316895
	Iteration 6F: 3 clusters Score -1183522 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1183899.500000 Penalty: 4632.316895
	Iteration 7Q: 3 clusters Score -1183900 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1184151.250000 Penalty: 4632.316895
	Iteration 8Q: 3 clusters Score -1184151 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1184336.000000 Penalty: 4632.316895
	Iteration 9Q: 3 clusters Score -1184336 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1184440.625000 Penalty: 4632.316895
	Iteration 10Q: 3 clusters Score -1184441 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1184516.875000 Penalty: 4632.316895
	Iteration 11Q: 3 clusters Score -1184517 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1184551.250000 Penalty: 4632.316895
	Iteration 12Q: 3 clusters Score -1184551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1184581.500000 Penalty: 4632.316895
	Iteration 13Q: 3 clusters Score -1184582 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1184604.750000 Penalty: 4632.316895
	Iteration 14Q: 3 clusters Score -1184605 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1184630.500000 Penalty: 4632.316895
	Iteration 15Q: 3 clusters Score -1184630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1184647.250000 Penalty: 4632.316895
	Iteration 16Q: 3 clusters Score -1184647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1184656.375000 Penalty: 4632.316895
	Iteration 17Q: 3 clusters Score -1184656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1184661.000000 Penalty: 4632.316895
	Iteration 18Q: 3 clusters Score -1184661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1184667.875000 Penalty: 4632.316895
	Iteration 19Q: 3 clusters Score -1184668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1184672.000000 Penalty: 4632.316895
	Iteration 20F: 3 clusters Score -1184672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1184670.500000 Penalty: 4632.316895
	Iteration 21Q: 3 clusters Score -1184670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1184677.000000 Penalty: 4632.316895
	Iteration 22Q: 3 clusters Score -1184677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1184676.750000 Penalty: 4632.316895
	Iteration 23Q: 3 clusters Score -1184677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1184674.750000 Penalty: 4632.316895
	Iteration 24Q: 3 clusters Score -1184675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1184676.375000 Penalty: 4632.316895
	Iteration 25Q: 3 clusters Score -1184676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1184677.625000 Penalty: 4632.316895
	Iteration 26Q: 3 clusters Score -1184678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1184676.125000 Penalty: 4632.316895
	Iteration 27Q: 3 clusters Score -1184676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1184675.625000 Penalty: 4632.316895
	Iteration 28Q: 3 clusters Score -1184676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1184676.875000 Penalty: 4632.316895
	Iteration 29Q: 3 clusters Score -1184677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1184676.500000 Penalty: 4632.316895
	Iteration 30Q: 3 clusters Score -1184676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1184680.875000 Penalty: 4632.316895
	Iteration 31Q: 3 clusters Score -1184681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1184679.250000 Penalty: 4632.316895
	Iteration 32Q: 3 clusters Score -1184679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1184683.625000 Penalty: 4632.316895
	Iteration 33Q: 3 clusters Score -1184684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1184687.000000 Penalty: 4632.316895
	Iteration 34Q: 3 clusters Score -1184687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1184688.000000 Penalty: 4632.316895
	Iteration 35Q: 3 clusters Score -1184688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1184689.125000 Penalty: 4632.316895
	Iteration 36Q: 3 clusters Score -1184689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1184689.625000 Penalty: 4632.316895
	Iteration 37Q: 3 clusters Score -1184690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1184692.250000 Penalty: 4632.316895
	Iteration 38Q: 3 clusters Score -1184692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1184694.000000 Penalty: 4632.316895
	Iteration 39Q: 3 clusters Score -1184694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1184696.000000 Penalty: 4632.316895
	Iteration 40F: 3 clusters Score -1184696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1184690.875000 Penalty: 4632.316895
	Iteration 41Q: 3 clusters Score -1184691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1184692.375000 Penalty: 4632.316895
	Iteration 42Q: 3 clusters Score -1184692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1184693.250000 Penalty: 4632.316895
	Iteration 43Q: 3 clusters Score -1184693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1184694.875000 Penalty: 4632.316895
	Iteration 44Q: 3 clusters Score -1184695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1184694.750000 Penalty: 4632.316895
	Iteration 45Q: 3 clusters Score -1184695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1184694.875000 Penalty: 4632.316895
	Iteration 46Q: 3 clusters Score -1184695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1184697.250000 Penalty: 4632.316895
	Iteration 47Q: 3 clusters Score -1184697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1184696.500000 Penalty: 4632.316895
	Iteration 48Q: 3 clusters Score -1184696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1184698.875000 Penalty: 4632.316895
	Iteration 49Q: 3 clusters Score -1184699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1184701.125000 Penalty: 4632.316895
	Iteration 50Q: 3 clusters Score -1184701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1184703.125000 Penalty: 4632.316895
	Iteration 51Q: 3 clusters Score -1184703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1184707.500000 Penalty: 4632.316895
	Iteration 52Q: 3 clusters Score -1184708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1184709.000000 Penalty: 4632.316895
	Iteration 53Q: 3 clusters Score -1184709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1184718.750000 Penalty: 4632.316895
	Iteration 54Q: 3 clusters Score -1184719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1184723.500000 Penalty: 4632.316895
	Iteration 55Q: 3 clusters Score -1184724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1184734.125000 Penalty: 4632.316895
	Iteration 56Q: 3 clusters Score -1184734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1184746.500000 Penalty: 4632.316895
	Iteration 57Q: 3 clusters Score -1184746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1184758.125000 Penalty: 4632.316895
	Iteration 58Q: 3 clusters Score -1184758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1184770.125000 Penalty: 4632.316895
	Iteration 59Q: 3 clusters Score -1184770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1184775.250000 Penalty: 4632.316895
	Iteration 60F: 3 clusters Score -1184775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1184777.000000 Penalty: 4632.316895
	Iteration 61Q: 3 clusters Score -1184777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1184782.750000 Penalty: 4632.316895
	Iteration 62Q: 3 clusters Score -1184783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1184782.625000 Penalty: 4632.316895
	Iteration 63Q: 3 clusters Score -1184783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1184786.625000 Penalty: 4632.316895
	Iteration 64Q: 3 clusters Score -1184787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1184787.250000 Penalty: 4632.316895
	Iteration 65Q: 3 clusters Score -1184787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1184790.625000 Penalty: 4632.316895
	Iteration 66Q: 3 clusters Score -1184791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1184791.625000 Penalty: 4632.316895
	Iteration 67Q: 3 clusters Score -1184792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1184792.625000 Penalty: 4632.316895
	Iteration 68Q: 3 clusters Score -1184793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1184797.250000 Penalty: 4632.316895
	Iteration 69Q: 3 clusters Score -1184797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1184795.875000 Penalty: 4632.316895
	Iteration 70Q: 3 clusters Score -1184796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1184796.000000 Penalty: 4632.316895
	Iteration 71Q: 3 clusters Score -1184796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1184797.875000 Penalty: 4632.316895
	Iteration 72Q: 3 clusters Score -1184798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1184797.250000 Penalty: 4632.316895
	Iteration 73Q: 3 clusters Score -1184797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1184797.625000 Penalty: 4632.316895
	Iteration 74Q: 3 clusters Score -1184798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1184800.500000 Penalty: 4632.316895
	Iteration 75Q: 3 clusters Score -1184800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1184801.500000 Penalty: 4632.316895
	Iteration 76Q: 3 clusters Score -1184802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1184800.625000 Penalty: 4632.316895
	Iteration 77Q: 3 clusters Score -1184801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1184803.750000 Penalty: 4632.316895
	Iteration 78Q: 3 clusters Score -1184804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1184805.000000 Penalty: 4632.316895
	Iteration 79Q: 3 clusters Score -1184805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1184804.500000 Penalty: 4632.316895
	Iteration 80F: 3 clusters Score -1184804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1184804.750000 Penalty: 4632.316895
	Iteration 81Q: 3 clusters Score -1184805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1184803.250000 Penalty: 4632.316895
	Iteration 82Q: 3 clusters Score -1184803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1184802.250000 Penalty: 4632.316895
	Iteration 83Q: 3 clusters Score -1184802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1184803.375000 Penalty: 4632.316895
	Iteration 84Q: 3 clusters Score -1184803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1184804.750000 Penalty: 4632.316895
	Iteration 85Q: 3 clusters Score -1184805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1184807.625000 Penalty: 4632.316895
	Iteration 86Q: 3 clusters Score -1184808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1184807.500000 Penalty: 4632.316895
	Iteration 87Q: 3 clusters Score -1184808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1184808.000000 Penalty: 4632.316895
	Iteration 88Q: 3 clusters Score -1184808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1184808.125000 Penalty: 4632.316895
	Iteration 89Q: 3 clusters Score -1184808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1184808.625000 Penalty: 4632.316895
	Iteration 90Q: 3 clusters Score -1184809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1184807.250000 Penalty: 4632.316895
	Iteration 91Q: 3 clusters Score -1184807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1184808.500000 Penalty: 4632.316895
	Iteration 92Q: 3 clusters Score -1184808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1184807.625000 Penalty: 4632.316895
	Iteration 93Q: 3 clusters Score -1184808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1184805.875000 Penalty: 4632.316895
	Iteration 94Q: 3 clusters Score -1184806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1184805.875000 Penalty: 4632.316895
	Iteration 95F: 3 clusters Score -1184806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Entering Unmasked Estep 
Score: -1218344.750000 Penalty: 2305.786621
	Iteration 0F: 2 clusters Score -1218345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1210131.000000 Penalty: 4611.573242
	Iteration 0F: 3 clusters Score -1210131 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1212559.375000 Penalty: 4611.573242
	Iteration 1F: 3 clusters Score -1212559 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1212838.500000 Penalty: 4611.573242
	Iteration 2F: 3 clusters Score -1212838 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1213033.750000 Penalty: 4611.573242
	Iteration 3Q: 3 clusters Score -1213034 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1213194.375000 Penalty: 4611.573242
	Iteration 4Q: 3 clusters Score -1213194 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1213355.375000 Penalty: 4611.573242
	Iteration 5Q: 3 clusters Score -1213355 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1213508.375000 Penalty: 4611.573242
	Iteration 6Q: 3 clusters Score -1213508 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1213644.125000 Penalty: 4611.573242
	Iteration 7Q: 3 clusters Score -1213644 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1213803.750000 Penalty: 4611.573242
	Iteration 8Q: 3 clusters Score -1213804 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1213967.875000 Penalty: 4611.573242
	Iteration 9Q: 3 clusters Score -1213968 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1214131.875000 Penalty: 4611.573242
	Iteration 10Q: 3 clusters Score -1214132 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1214298.875000 Penalty: 4611.573242
	Iteration 11Q: 3 clusters Score -1214299 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1214483.625000 Penalty: 4611.573242
	Iteration 12Q: 3 clusters Score -1214484 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1214641.250000 Penalty: 4611.573242
	Iteration 13Q: 3 clusters Score -1214641 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1214799.375000 Penalty: 4611.573242
	Iteration 14Q: 3 clusters Score -1214799 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1214957.500000 Penalty: 4611.573242
	Iteration 15Q: 3 clusters Score -1214958 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1215100.625000 Penalty: 4611.573242
	Iteration 16Q: 3 clusters Score -1215101 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1215236.625000 Penalty: 4611.573242
	Iteration 17Q: 3 clusters Score -1215237 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1215371.000000 Penalty: 4611.573242
	Iteration 18Q: 3 clusters Score -1215371 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1215487.125000 Penalty: 4611.573242
	Iteration 19Q: 3 clusters Score -1215487 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1215588.250000 Penalty: 4611.573242
	Iteration 20F: 3 clusters Score -1215588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1215675.000000 Penalty: 4611.573242
	Iteration 21Q: 3 clusters Score -1215675 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1215761.375000 Penalty: 4611.573242
	Iteration 22Q: 3 clusters Score -1215761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1215839.375000 Penalty: 4611.573242
	Iteration 23Q: 3 clusters Score -1215839 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1215897.500000 Penalty: 4611.573242
	Iteration 24Q: 3 clusters Score -1215898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1215956.625000 Penalty: 4611.573242
	Iteration 25Q: 3 clusters Score -1215957 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1216012.875000 Penalty: 4611.573242
	Iteration 26Q: 3 clusters Score -1216013 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1216054.875000 Penalty: 4611.573242
	Iteration 27Q: 3 clusters Score -1216055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1216098.000000 Penalty: 4611.573242
	Iteration 28Q: 3 clusters Score -1216098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1216119.750000 Penalty: 4611.573242
	Iteration 29Q: 3 clusters Score -1216120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1216141.000000 Penalty: 4611.573242
	Iteration 30Q: 3 clusters Score -1216141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1216158.000000 Penalty: 4611.573242
	Iteration 31Q: 3 clusters Score -1216158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1216172.875000 Penalty: 4611.573242
	Iteration 32Q: 3 clusters Score -1216173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1216199.125000 Penalty: 4611.573242
	Iteration 33Q: 3 clusters Score -1216199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1216225.250000 Penalty: 4611.573242
	Iteration 34Q: 3 clusters Score -1216225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1216250.500000 Penalty: 4611.573242
	Iteration 35Q: 3 clusters Score -1216250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1216269.000000 Penalty: 4611.573242
	Iteration 36Q: 3 clusters Score -1216269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1216294.125000 Penalty: 4611.573242
	Iteration 37Q: 3 clusters Score -1216294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1216311.500000 Penalty: 4611.573242
	Iteration 38Q: 3 clusters Score -1216312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1216329.500000 Penalty: 4611.573242
	Iteration 39Q: 3 clusters Score -1216330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1216341.250000 Penalty: 4611.573242
	Iteration 40F: 3 clusters Score -1216341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1216352.375000 Penalty: 4611.573242
	Iteration 41Q: 3 clusters Score -1216352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1216365.125000 Penalty: 4611.573242
	Iteration 42Q: 3 clusters Score -1216365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1216372.875000 Penalty: 4611.573242
	Iteration 43Q: 3 clusters Score -1216373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1216380.750000 Penalty: 4611.573242
	Iteration 44Q: 3 clusters Score -1216381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1216386.750000 Penalty: 4611.573242
	Iteration 45Q: 3 clusters Score -1216387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1216402.000000 Penalty: 4611.573242
	Iteration 46Q: 3 clusters Score -1216402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1216409.250000 Penalty: 4611.573242
	Iteration 47Q: 3 clusters Score -1216409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1216415.500000 Penalty: 4611.573242
	Iteration 48Q: 3 clusters Score -1216416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1216418.875000 Penalty: 4611.573242
	Iteration 49Q: 3 clusters Score -1216419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1216419.500000 Penalty: 4611.573242
	Iteration 50Q: 3 clusters Score -1216420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1216421.250000 Penalty: 4611.573242
	Iteration 51Q: 3 clusters Score -1216421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1216420.625000 Penalty: 4611.573242
	Iteration 52Q: 3 clusters Score -1216421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1216422.375000 Penalty: 4611.573242
	Iteration 53Q: 3 clusters Score -1216422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1216422.375000 Penalty: 4611.573242
	Iteration 54F: 3 clusters Score -1216422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (104256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Entering Unmasked Estep 
Score: -12344732.000000 Penalty: 2865.541992
	Iteration 0F: 2 clusters Score -1.234473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -12274966.000000 Penalty: 5731.083984
	Iteration 0F: 3 clusters Score -1.227497e+07 nChanged 49483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -12302767.000000 Penalty: 5731.083984
	Iteration 1F: 3 clusters Score -1.230277e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -12303502.000000 Penalty: 5731.083984
	Iteration 2Q: 3 clusters Score -1.23035e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -12304406.000000 Penalty: 5731.083984
	Iteration 3Q: 3 clusters Score -1.230441e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -12305509.000000 Penalty: 5731.083984
	Iteration 4Q: 3 clusters Score -1.230551e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -12307253.000000 Penalty: 5731.083984
	Iteration 5Q: 3 clusters Score -1.230725e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -12310201.000000 Penalty: 5731.083984
	Iteration 6F: 3 clusters Score -1.23102e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70957 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -12314878.000000 Penalty: 5731.083984
	Iteration 7F: 3 clusters Score -1.231488e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -12320667.000000 Penalty: 5731.083984
	Iteration 8F: 3 clusters Score -1.232067e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -12326660.000000 Penalty: 5731.083984
	Iteration 9F: 3 clusters Score -1.232666e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -12332302.000000 Penalty: 5731.083984
	Iteration 10F: 3 clusters Score -1.23323e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -12336621.000000 Penalty: 5731.083984
	Iteration 11Q: 3 clusters Score -1.233662e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -12339382.000000 Penalty: 5731.083984
	Iteration 12Q: 3 clusters Score -1.233938e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -12340878.000000 Penalty: 5731.083984
	Iteration 13Q: 3 clusters Score -1.234088e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102196 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -12341525.000000 Penalty: 5731.083984
	Iteration 14Q: 3 clusters Score -1.234152e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -12341868.000000 Penalty: 5731.083984
	Iteration 15Q: 3 clusters Score -1.234187e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102958 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -12342026.000000 Penalty: 5731.083984
	Iteration 16Q: 3 clusters Score -1.234203e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103122 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12342135.000000 Penalty: 5731.083984
	Iteration 17Q: 3 clusters Score -1.234214e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12342192.000000 Penalty: 5731.083984
	Iteration 18Q: 3 clusters Score -1.234219e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103285 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12342225.000000 Penalty: 5731.083984
	Iteration 19Q: 3 clusters Score -1.234222e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103319 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12342248.000000 Penalty: 5731.083984
	Iteration 20F: 3 clusters Score -1.234225e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103354 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12342297.000000 Penalty: 5731.083984
	Iteration 21Q: 3 clusters Score -1.23423e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103379 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12342333.000000 Penalty: 5731.083984
	Iteration 22Q: 3 clusters Score -1.234233e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -12342337.000000 Penalty: 5731.083984
	Iteration 23Q: 3 clusters Score -1.234234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103419 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12342356.000000 Penalty: 5731.083984
	Iteration 24Q: 3 clusters Score -1.234236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103441 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12342383.000000 Penalty: 5731.083984
	Iteration 25Q: 3 clusters Score -1.234238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12342405.000000 Penalty: 5731.083984
	Iteration 26Q: 3 clusters Score -1.23424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12342427.000000 Penalty: 5731.083984
	Iteration 27Q: 3 clusters Score -1.234243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -12342433.000000 Penalty: 5731.083984
	Iteration 28Q: 3 clusters Score -1.234243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103479 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12342438.000000 Penalty: 5731.083984
	Iteration 29Q: 3 clusters Score -1.234244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12342443.000000 Penalty: 5731.083984
	Iteration 30Q: 3 clusters Score -1.234244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12342451.000000 Penalty: 5731.083984
	Iteration 31Q: 3 clusters Score -1.234245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103486 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -12342461.000000 Penalty: 5731.083984
	Iteration 32Q: 3 clusters Score -1.234246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12342448.000000 Penalty: 5731.083984
	Iteration 33Q: 3 clusters Score -1.234245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12342468.000000 Penalty: 5731.083984
	Iteration 34Q: 3 clusters Score -1.234247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12342467.000000 Penalty: 5731.083984
	Iteration 35Q: 3 clusters Score -1.234247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12342467.000000 Penalty: 5731.083984
	Iteration 36F: 3 clusters Score -1.234247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Entering Unmasked Estep 
Score: -432684.062500 Penalty: 2048.345703
	Iteration 0F: 2 clusters Score -432684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -428873.468750 Penalty: 4096.691406
	Iteration 0F: 3 clusters Score -428873.5 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -429868.312500 Penalty: 4096.691406
	Iteration 1F: 3 clusters Score -429868.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -430145.562500 Penalty: 4096.691406
	Iteration 2F: 3 clusters Score -430145.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -430373.718750 Penalty: 4096.691406
	Iteration 3F: 3 clusters Score -430373.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -430562.281250 Penalty: 4096.691406
	Iteration 4Q: 3 clusters Score -430562.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -430706.031250 Penalty: 4096.691406
	Iteration 5Q: 3 clusters Score -430706 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -430826.468750 Penalty: 4096.691406
	Iteration 6Q: 3 clusters Score -430826.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -430937.593750 Penalty: 4096.691406
	Iteration 7Q: 3 clusters Score -430937.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -431030.343750 Penalty: 4096.691406
	Iteration 8Q: 3 clusters Score -431030.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -431105.375000 Penalty: 4096.691406
	Iteration 9Q: 3 clusters Score -431105.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -431164.531250 Penalty: 4096.691406
	Iteration 10Q: 3 clusters Score -431164.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -431231.437500 Penalty: 4096.691406
	Iteration 11Q: 3 clusters Score -431231.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -431299.531250 Penalty: 4096.691406
	Iteration 12Q: 3 clusters Score -431299.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -431352.843750 Penalty: 4096.691406
	Iteration 13Q: 3 clusters Score -431352.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -431380.968750 Penalty: 4096.691406
	Iteration 14Q: 3 clusters Score -431381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -431409.468750 Penalty: 4096.691406
	Iteration 15Q: 3 clusters Score -431409.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -431431.906250 Penalty: 4096.691406
	Iteration 16Q: 3 clusters Score -431431.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -431450.937500 Penalty: 4096.691406
	Iteration 17Q: 3 clusters Score -431450.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -431464.281250 Penalty: 4096.691406
	Iteration 18Q: 3 clusters Score -431464.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -431472.625000 Penalty: 4096.691406
	Iteration 19Q: 3 clusters Score -431472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -431477.625000 Penalty: 4096.691406
	Iteration 20F: 3 clusters Score -431477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -431480.875000 Penalty: 4096.691406
	Iteration 21Q: 3 clusters Score -431480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -431484.875000 Penalty: 4096.691406
	Iteration 22Q: 3 clusters Score -431484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -431486.250000 Penalty: 4096.691406
	Iteration 23Q: 3 clusters Score -431486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -431488.343750 Penalty: 4096.691406
	Iteration 24Q: 3 clusters Score -431488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -431490.281250 Penalty: 4096.691406
	Iteration 25Q: 3 clusters Score -431490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -431492.156250 Penalty: 4096.691406
	Iteration 26Q: 3 clusters Score -431492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -431492.406250 Penalty: 4096.691406
	Iteration 27Q: 3 clusters Score -431492.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -431492.406250 Penalty: 4096.691406
	Iteration 28F: 3 clusters Score -431492.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Entering Unmasked Estep 
Score: -1108466.250000 Penalty: 2289.366943
	Iteration 0F: 2 clusters Score -1108466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1100672.250000 Penalty: 4578.733887
	Iteration 0F: 3 clusters Score -1100672 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1102982.000000 Penalty: 4578.733887
	Iteration 1F: 3 clusters Score -1102982 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1103442.250000 Penalty: 4578.733887
	Iteration 2F: 3 clusters Score -1103442 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1103958.125000 Penalty: 4578.733887
	Iteration 3F: 3 clusters Score -1103958 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1104553.000000 Penalty: 4578.733887
	Iteration 4F: 3 clusters Score -1104553 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1105131.500000 Penalty: 4578.733887
	Iteration 5F: 3 clusters Score -1105132 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1105673.125000 Penalty: 4578.733887
	Iteration 6F: 3 clusters Score -1105673 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1106154.875000 Penalty: 4578.733887
	Iteration 7F: 3 clusters Score -1106155 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1106506.875000 Penalty: 4578.733887
	Iteration 8Q: 3 clusters Score -1106507 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1106745.500000 Penalty: 4578.733887
	Iteration 9Q: 3 clusters Score -1106746 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1106932.375000 Penalty: 4578.733887
	Iteration 10Q: 3 clusters Score -1106932 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1107078.000000 Penalty: 4578.733887
	Iteration 11Q: 3 clusters Score -1107078 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1107210.500000 Penalty: 4578.733887
	Iteration 12Q: 3 clusters Score -1107210 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1107348.000000 Penalty: 4578.733887
	Iteration 13Q: 3 clusters Score -1107348 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1107472.625000 Penalty: 4578.733887
	Iteration 14Q: 3 clusters Score -1107473 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1107576.625000 Penalty: 4578.733887
	Iteration 15Q: 3 clusters Score -1107577 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1107659.875000 Penalty: 4578.733887
	Iteration 16Q: 3 clusters Score -1107660 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1107752.000000 Penalty: 4578.733887
	Iteration 17Q: 3 clusters Score -1107752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1107838.250000 Penalty: 4578.733887
	Iteration 18Q: 3 clusters Score -1107838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1107924.750000 Penalty: 4578.733887
	Iteration 19Q: 3 clusters Score -1107925 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1107985.875000 Penalty: 4578.733887
	Iteration 20F: 3 clusters Score -1107986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1108030.750000 Penalty: 4578.733887
	Iteration 21Q: 3 clusters Score -1108031 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1108070.250000 Penalty: 4578.733887
	Iteration 22Q: 3 clusters Score -1108070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1108101.875000 Penalty: 4578.733887
	Iteration 23Q: 3 clusters Score -1108102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1108131.500000 Penalty: 4578.733887
	Iteration 24Q: 3 clusters Score -1108132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1108151.250000 Penalty: 4578.733887
	Iteration 25Q: 3 clusters Score -1108151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1108159.250000 Penalty: 4578.733887
	Iteration 26Q: 3 clusters Score -1108159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1108164.500000 Penalty: 4578.733887
	Iteration 27Q: 3 clusters Score -1108164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1108172.500000 Penalty: 4578.733887
	Iteration 28Q: 3 clusters Score -1108172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1108180.375000 Penalty: 4578.733887
	Iteration 29Q: 3 clusters Score -1108180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1108187.750000 Penalty: 4578.733887
	Iteration 30Q: 3 clusters Score -1108188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1108190.750000 Penalty: 4578.733887
	Iteration 31Q: 3 clusters Score -1108191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1108196.250000 Penalty: 4578.733887
	Iteration 32Q: 3 clusters Score -1108196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1108199.250000 Penalty: 4578.733887
	Iteration 33Q: 3 clusters Score -1108199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1108201.500000 Penalty: 4578.733887
	Iteration 34Q: 3 clusters Score -1108202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1108204.750000 Penalty: 4578.733887
	Iteration 35Q: 3 clusters Score -1108205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1108205.125000 Penalty: 4578.733887
	Iteration 36Q: 3 clusters Score -1108205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1108208.750000 Penalty: 4578.733887
	Iteration 37Q: 3 clusters Score -1108209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1108206.500000 Penalty: 4578.733887
	Iteration 38Q: 3 clusters Score -1108206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1108208.500000 Penalty: 4578.733887
	Iteration 39Q: 3 clusters Score -1108208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1108208.250000 Penalty: 4578.733887
	Iteration 40F: 3 clusters Score -1108208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1108210.875000 Penalty: 4578.733887
	Iteration 41Q: 3 clusters Score -1108211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1108210.875000 Penalty: 4578.733887
	Iteration 42Q: 3 clusters Score -1108211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1108209.000000 Penalty: 4578.733887
	Iteration 43Q: 3 clusters Score -1108209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1108209.875000 Penalty: 4578.733887
	Iteration 44Q: 3 clusters Score -1108210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1108211.125000 Penalty: 4578.733887
	Iteration 45Q: 3 clusters Score -1108211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1108212.250000 Penalty: 4578.733887
	Iteration 46Q: 3 clusters Score -1108212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1108212.250000 Penalty: 4578.733887
	Iteration 47F: 3 clusters Score -1108212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63387.421875 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63387.42 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63628.269531 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63628.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63711.992188 Penalty: 3199.433350
	Iteration 2Q: 3 clusters Score -63711.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63810.562500 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -63810.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63901.929688 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -63901.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64016.828125 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -64016.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64059.082031 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -64059.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64103.832031 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -64103.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64150.781250 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -64150.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -64173.292969 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -64173.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64182.027344 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64182.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64186.835938 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64186.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64194.078125 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64194.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64203.796875 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -64203.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64221.503906 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -64221.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64232.519531 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -64232.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64240.609375 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -64240.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64245.281250 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -64245.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64247.800781 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -64247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64251.304688 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -64251.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64262.820312 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -64262.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64272.171875 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -64272.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -64282.910156 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -64282.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64294.679688 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -64294.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64312.578125 Penalty: 3199.433350
	Iteration 24Q: 3 clusters Score -64312.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64350.082031 Penalty: 3199.433350
	Iteration 25Q: 3 clusters Score -64350.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64378.820312 Penalty: 3199.433350
	Iteration 26Q: 3 clusters Score -64378.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64385.437500 Penalty: 3199.433350
	Iteration 27Q: 3 clusters Score -64385.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64401.882812 Penalty: 3199.433350
	Iteration 28Q: 3 clusters Score -64401.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64409.156250 Penalty: 3199.433350
	Iteration 29Q: 3 clusters Score -64409.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64409.156250 Penalty: 3199.433350
	Iteration 30F: 3 clusters Score -64409.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -165432.328125 Penalty: 1819.075562
	Iteration 0F: 2 clusters Score -165432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163115.265625 Penalty: 3638.151123
	Iteration 0F: 3 clusters Score -163115.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -163516.468750 Penalty: 3638.151123
	Iteration 1F: 3 clusters Score -163516.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -163647.968750 Penalty: 3638.151123
	Iteration 2F: 3 clusters Score -163648 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -163732.531250 Penalty: 3638.151123
	Iteration 3Q: 3 clusters Score -163732.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163777.968750 Penalty: 3638.151123
	Iteration 4Q: 3 clusters Score -163778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -163818.437500 Penalty: 3638.151123
	Iteration 5Q: 3 clusters Score -163818.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -163861.859375 Penalty: 3638.151123
	Iteration 6Q: 3 clusters Score -163861.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -163883.281250 Penalty: 3638.151123
	Iteration 7Q: 3 clusters Score -163883.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -163899.015625 Penalty: 3638.151123
	Iteration 8Q: 3 clusters Score -163899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -163913.937500 Penalty: 3638.151123
	Iteration 9Q: 3 clusters Score -163913.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -163930.828125 Penalty: 3638.151123
	Iteration 10Q: 3 clusters Score -163930.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -163946.125000 Penalty: 3638.151123
	Iteration 11Q: 3 clusters Score -163946.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -163957.250000 Penalty: 3638.151123
	Iteration 12Q: 3 clusters Score -163957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -163960.890625 Penalty: 3638.151123
	Iteration 13Q: 3 clusters Score -163960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -163964.531250 Penalty: 3638.151123
	Iteration 14Q: 3 clusters Score -163964.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -163965.015625 Penalty: 3638.151123
	Iteration 15Q: 3 clusters Score -163965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -163965.750000 Penalty: 3638.151123
	Iteration 16Q: 3 clusters Score -163965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163966.968750 Penalty: 3638.151123
	Iteration 17Q: 3 clusters Score -163967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -163967.656250 Penalty: 3638.151123
	Iteration 18Q: 3 clusters Score -163967.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -163968.046875 Penalty: 3638.151123
	Iteration 19Q: 3 clusters Score -163968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -163969.265625 Penalty: 3638.151123
	Iteration 20F: 3 clusters Score -163969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -163969.890625 Penalty: 3638.151123
	Iteration 21Q: 3 clusters Score -163969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -163971.437500 Penalty: 3638.151123
	Iteration 22Q: 3 clusters Score -163971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -163975.031250 Penalty: 3638.151123
	Iteration 23Q: 3 clusters Score -163975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -163976.546875 Penalty: 3638.151123
	Iteration 24Q: 3 clusters Score -163976.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -163978.250000 Penalty: 3638.151123
	Iteration 25Q: 3 clusters Score -163978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -163979.578125 Penalty: 3638.151123
	Iteration 26Q: 3 clusters Score -163979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163981.171875 Penalty: 3638.151123
	Iteration 27Q: 3 clusters Score -163981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -163984.656250 Penalty: 3638.151123
	Iteration 28Q: 3 clusters Score -163984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -163989.125000 Penalty: 3638.151123
	Iteration 29Q: 3 clusters Score -163989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163990.625000 Penalty: 3638.151123
	Iteration 30Q: 3 clusters Score -163990.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163990.625000 Penalty: 3638.151123
	Iteration 31F: 3 clusters Score -163990.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Entering Unmasked Estep 
Score: -4566944.000000 Penalty: 2621.470459
	Iteration 0F: 2 clusters Score -4566944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4540683.000000 Penalty: 5242.940918
	Iteration 0F: 3 clusters Score -4540683 nChanged 17684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -4550505.000000 Penalty: 5242.940918
	Iteration 1F: 3 clusters Score -4550505 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4551034.000000 Penalty: 5242.940918
	Iteration 2Q: 3 clusters Score -4551034 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -4551736.000000 Penalty: 5242.940918
	Iteration 3Q: 3 clusters Score -4551736 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -4552780.000000 Penalty: 5242.940918
	Iteration 4F: 3 clusters Score -4552780 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4554161.500000 Penalty: 5242.940918
	Iteration 5F: 3 clusters Score -4554162 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4555990.000000 Penalty: 5242.940918
	Iteration 6F: 3 clusters Score -4555990 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4558291.500000 Penalty: 5242.940918
	Iteration 7F: 3 clusters Score -4558292 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -4560911.000000 Penalty: 5242.940918
	Iteration 8F: 3 clusters Score -4560911 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4563092.500000 Penalty: 5242.940918
	Iteration 9F: 3 clusters Score -4563092 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -4564232.000000 Penalty: 5242.940918
	Iteration 10Q: 3 clusters Score -4564232 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4564684.000000 Penalty: 5242.940918
	Iteration 11Q: 3 clusters Score -4564684 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4564927.500000 Penalty: 5242.940918
	Iteration 12Q: 3 clusters Score -4564928 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -4565086.000000 Penalty: 5242.940918
	Iteration 13Q: 3 clusters Score -4565086 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4565187.500000 Penalty: 5242.940918
	Iteration 14Q: 3 clusters Score -4565188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -4565257.000000 Penalty: 5242.940918
	Iteration 15Q: 3 clusters Score -4565257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4565320.000000 Penalty: 5242.940918
	Iteration 16Q: 3 clusters Score -4565320 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -4565343.000000 Penalty: 5242.940918
	Iteration 17Q: 3 clusters Score -4565343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -4565359.000000 Penalty: 5242.940918
	Iteration 18Q: 3 clusters Score -4565359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -4565359.500000 Penalty: 5242.940918
	Iteration 19Q: 3 clusters Score -4565360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -4565366.000000 Penalty: 5242.940918
	Iteration 20F: 3 clusters Score -4565366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4565350.000000 Penalty: 5242.940918
	Iteration 21Q: 3 clusters Score -4565350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -4565366.500000 Penalty: 5242.940918
	Iteration 22Q: 3 clusters Score -4565366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4565381.500000 Penalty: 5242.940918
	Iteration 23Q: 3 clusters Score -4565382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4565388.500000 Penalty: 5242.940918
	Iteration 24Q: 3 clusters Score -4565388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4565383.500000 Penalty: 5242.940918
	Iteration 25Q: 3 clusters Score -4565384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -4565388.000000 Penalty: 5242.940918
	Iteration 26Q: 3 clusters Score -4565388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4565398.000000 Penalty: 5242.940918
	Iteration 27Q: 3 clusters Score -4565398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -4565393.000000 Penalty: 5242.940918
	Iteration 28Q: 3 clusters Score -4565393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -4565395.500000 Penalty: 5242.940918
	Iteration 29Q: 3 clusters Score -4565396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4565400.500000 Penalty: 5242.940918
	Iteration 30Q: 3 clusters Score -4565400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4565401.500000 Penalty: 5242.940918
	Iteration 31Q: 3 clusters Score -4565402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4565400.500000 Penalty: 5242.940918
	Iteration 32Q: 3 clusters Score -4565400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -4565400.000000 Penalty: 5242.940918
	Iteration 33Q: 3 clusters Score -4565400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4565400.000000 Penalty: 5242.940918
	Iteration 34Q: 3 clusters Score -4565400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4565400.000000 Penalty: 5242.940918
	Iteration 35Q: 3 clusters Score -4565400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -4565406.000000 Penalty: 5242.940918
	Iteration 36Q: 3 clusters Score -4565406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -4565404.000000 Penalty: 5242.940918
	Iteration 37Q: 3 clusters Score -4565404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4565407.500000 Penalty: 5242.940918
	Iteration 38Q: 3 clusters Score -4565408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4565400.000000 Penalty: 5242.940918
	Iteration 39Q: 3 clusters Score -4565400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4565410.000000 Penalty: 5242.940918
	Iteration 40F: 3 clusters Score -4565410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4565410.000000 Penalty: 5242.940918
	Iteration 41Q: 3 clusters Score -4565410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4565412.000000 Penalty: 5242.940918
	Iteration 42Q: 3 clusters Score -4565412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4565414.500000 Penalty: 5242.940918
	Iteration 43Q: 3 clusters Score -4565414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4565414.500000 Penalty: 5242.940918
	Iteration 44F: 3 clusters Score -4565414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Entering Unmasked Estep 
Score: -2390185.750000 Penalty: 2468.554199
	Iteration 0F: 2 clusters Score -2390186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2375526.250000 Penalty: 4937.108398
	Iteration 0F: 3 clusters Score -2375526 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2380569.000000 Penalty: 4937.108398
	Iteration 1F: 3 clusters Score -2380569 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2381156.750000 Penalty: 4937.108398
	Iteration 2F: 3 clusters Score -2381157 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2381749.750000 Penalty: 4937.108398
	Iteration 3F: 3 clusters Score -2381750 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2382485.000000 Penalty: 4937.108398
	Iteration 4F: 3 clusters Score -2382485 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2383452.000000 Penalty: 4937.108398
	Iteration 5F: 3 clusters Score -2383452 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2384739.750000 Penalty: 4937.108398
	Iteration 6F: 3 clusters Score -2384740 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2385942.250000 Penalty: 4937.108398
	Iteration 7F: 3 clusters Score -2385942 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2386799.000000 Penalty: 4937.108398
	Iteration 8F: 3 clusters Score -2386799 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2387345.750000 Penalty: 4937.108398
	Iteration 9Q: 3 clusters Score -2387346 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2387658.500000 Penalty: 4937.108398
	Iteration 10Q: 3 clusters Score -2387658 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2387852.500000 Penalty: 4937.108398
	Iteration 11Q: 3 clusters Score -2387852 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2387980.000000 Penalty: 4937.108398
	Iteration 12Q: 3 clusters Score -2387980 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2388073.500000 Penalty: 4937.108398
	Iteration 13Q: 3 clusters Score -2388074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2388146.250000 Penalty: 4937.108398
	Iteration 14Q: 3 clusters Score -2388146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2388223.500000 Penalty: 4937.108398
	Iteration 15Q: 3 clusters Score -2388224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2388315.500000 Penalty: 4937.108398
	Iteration 16Q: 3 clusters Score -2388316 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2388398.250000 Penalty: 4937.108398
	Iteration 17Q: 3 clusters Score -2388398 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2388498.500000 Penalty: 4937.108398
	Iteration 18Q: 3 clusters Score -2388498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2388582.250000 Penalty: 4937.108398
	Iteration 19Q: 3 clusters Score -2388582 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2388651.500000 Penalty: 4937.108398
	Iteration 20F: 3 clusters Score -2388652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2388688.500000 Penalty: 4937.108398
	Iteration 21Q: 3 clusters Score -2388688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2388709.750000 Penalty: 4937.108398
	Iteration 22Q: 3 clusters Score -2388710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2388720.250000 Penalty: 4937.108398
	Iteration 23Q: 3 clusters Score -2388720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2388740.000000 Penalty: 4937.108398
	Iteration 24Q: 3 clusters Score -2388740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2388748.000000 Penalty: 4937.108398
	Iteration 25Q: 3 clusters Score -2388748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2388750.750000 Penalty: 4937.108398
	Iteration 26Q: 3 clusters Score -2388751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2388752.000000 Penalty: 4937.108398
	Iteration 27Q: 3 clusters Score -2388752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2388752.000000 Penalty: 4937.108398
	Iteration 28F: 3 clusters Score -2388752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Entering Unmasked Estep 
Score: -2557838.250000 Penalty: 2484.922119
	Iteration 0F: 2 clusters Score -2557838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2542223.750000 Penalty: 4969.844238
	Iteration 0F: 3 clusters Score -2542224 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2547607.000000 Penalty: 4969.844238
	Iteration 1F: 3 clusters Score -2547607 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2548064.750000 Penalty: 4969.844238
	Iteration 2F: 3 clusters Score -2548065 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2548461.250000 Penalty: 4969.844238
	Iteration 3Q: 3 clusters Score -2548461 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2548856.500000 Penalty: 4969.844238
	Iteration 4Q: 3 clusters Score -2548856 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2549224.000000 Penalty: 4969.844238
	Iteration 5Q: 3 clusters Score -2549224 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2549628.500000 Penalty: 4969.844238
	Iteration 6Q: 3 clusters Score -2549628 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2550106.750000 Penalty: 4969.844238
	Iteration 7Q: 3 clusters Score -2550107 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2550677.250000 Penalty: 4969.844238
	Iteration 8Q: 3 clusters Score -2550677 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2551390.250000 Penalty: 4969.844238
	Iteration 9Q: 3 clusters Score -2551390 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2552286.500000 Penalty: 4969.844238
	Iteration 10F: 3 clusters Score -2552286 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2553231.250000 Penalty: 4969.844238
	Iteration 11F: 3 clusters Score -2553231 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2554129.000000 Penalty: 4969.844238
	Iteration 12Q: 3 clusters Score -2554129 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2554933.750000 Penalty: 4969.844238
	Iteration 13Q: 3 clusters Score -2554934 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2555543.000000 Penalty: 4969.844238
	Iteration 14Q: 3 clusters Score -2555543 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2555901.500000 Penalty: 4969.844238
	Iteration 15Q: 3 clusters Score -2555902 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2556082.750000 Penalty: 4969.844238
	Iteration 16Q: 3 clusters Score -2556083 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2556214.750000 Penalty: 4969.844238
	Iteration 17Q: 3 clusters Score -2556215 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2556265.250000 Penalty: 4969.844238
	Iteration 18Q: 3 clusters Score -2556265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2556291.500000 Penalty: 4969.844238
	Iteration 19Q: 3 clusters Score -2556292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2556301.750000 Penalty: 4969.844238
	Iteration 20F: 3 clusters Score -2556302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2556309.250000 Penalty: 4969.844238
	Iteration 21Q: 3 clusters Score -2556309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2556312.250000 Penalty: 4969.844238
	Iteration 22Q: 3 clusters Score -2556312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2556317.750000 Penalty: 4969.844238
	Iteration 23Q: 3 clusters Score -2556318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2556320.250000 Penalty: 4969.844238
	Iteration 24Q: 3 clusters Score -2556320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2556323.750000 Penalty: 4969.844238
	Iteration 25Q: 3 clusters Score -2556324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2556324.500000 Penalty: 4969.844238
	Iteration 26Q: 3 clusters Score -2556324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2556320.000000 Penalty: 4969.844238
	Iteration 27Q: 3 clusters Score -2556320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2556324.000000 Penalty: 4969.844238
	Iteration 28Q: 3 clusters Score -2556324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2556322.750000 Penalty: 4969.844238
	Iteration 29Q: 3 clusters Score -2556323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2556322.750000 Penalty: 4969.844238
	Iteration 30F: 3 clusters Score -2556323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 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 140 members 
Entering Unmasked Estep 
Score: -21733.285156 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21733.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21866.394531 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -21866.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21929.451172 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -21929.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -21971.355469 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -21971.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22041.498047 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -22041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22119.990234 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -22119.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22185.820312 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -22185.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22257.302734 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -22257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22263.650391 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -22263.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22273.632812 Penalty: 2746.517822
	Iteration 9Q: 3 clusters Score -22273.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22283.919922 Penalty: 2746.517822
	Iteration 10Q: 3 clusters Score -22283.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22296.548828 Penalty: 2746.517822
	Iteration 11Q: 3 clusters Score -22296.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22310.228516 Penalty: 2746.517822
	Iteration 12Q: 3 clusters Score -22310.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22310.228516 Penalty: 2746.517822
	Iteration 13F: 3 clusters Score -22310.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (58095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Entering Unmasked Estep 
Score: -6774442.500000 Penalty: 2720.519043
	Iteration 0F: 2 clusters Score -6774442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -6735386.500000 Penalty: 5441.038086
	Iteration 0F: 3 clusters Score -6735386 nChanged 26987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -6750489.500000 Penalty: 5441.038086
	Iteration 1F: 3 clusters Score -6750490 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -6751350.000000 Penalty: 5441.038086
	Iteration 2Q: 3 clusters Score -6751350 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6752437.500000 Penalty: 5441.038086
	Iteration 3Q: 3 clusters Score -6752438 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -6754048.500000 Penalty: 5441.038086
	Iteration 4F: 3 clusters Score -6754048 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -6756343.500000 Penalty: 5441.038086
	Iteration 5F: 3 clusters Score -6756344 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -6759858.000000 Penalty: 5441.038086
	Iteration 6F: 3 clusters Score -6759858 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -6764152.000000 Penalty: 5441.038086
	Iteration 7F: 3 clusters Score -6764152 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -6767911.500000 Penalty: 5441.038086
	Iteration 8F: 3 clusters Score -6767912 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6770290.000000 Penalty: 5441.038086
	Iteration 9Q: 3 clusters Score -6770290 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6771285.500000 Penalty: 5441.038086
	Iteration 10Q: 3 clusters Score -6771286 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6771658.000000 Penalty: 5441.038086
	Iteration 11Q: 3 clusters Score -6771658 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6771830.500000 Penalty: 5441.038086
	Iteration 12Q: 3 clusters Score -6771830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6771911.000000 Penalty: 5441.038086
	Iteration 13Q: 3 clusters Score -6771911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57795 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6771946.000000 Penalty: 5441.038086
	Iteration 14Q: 3 clusters Score -6771946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6771969.500000 Penalty: 5441.038086
	Iteration 15Q: 3 clusters Score -6771970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6771984.000000 Penalty: 5441.038086
	Iteration 16Q: 3 clusters Score -6771984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6771986.000000 Penalty: 5441.038086
	Iteration 17Q: 3 clusters Score -6771986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6772001.500000 Penalty: 5441.038086
	Iteration 18Q: 3 clusters Score -6772002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6772005.000000 Penalty: 5441.038086
	Iteration 19Q: 3 clusters Score -6772005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6772012.500000 Penalty: 5441.038086
	Iteration 20F: 3 clusters Score -6772012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6772017.000000 Penalty: 5441.038086
	Iteration 21Q: 3 clusters Score -6772017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6772019.000000 Penalty: 5441.038086
	Iteration 22Q: 3 clusters Score -6772019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6772021.000000 Penalty: 5441.038086
	Iteration 23Q: 3 clusters Score -6772021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6772028.500000 Penalty: 5441.038086
	Iteration 24Q: 3 clusters Score -6772028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6772027.000000 Penalty: 5441.038086
	Iteration 25Q: 3 clusters Score -6772027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6772031.000000 Penalty: 5441.038086
	Iteration 26Q: 3 clusters Score -6772031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6772035.500000 Penalty: 5441.038086
	Iteration 27Q: 3 clusters Score -6772036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6772035.500000 Penalty: 5441.038086
	Iteration 28F: 3 clusters Score -6772036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (15882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Entering Unmasked Estep 
Score: -1884602.625000 Penalty: 2398.889404
	Iteration 0F: 2 clusters Score -1884603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1873234.000000 Penalty: 4797.778809
	Iteration 0F: 3 clusters Score -1873234 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1876995.875000 Penalty: 4797.778809
	Iteration 1F: 3 clusters Score -1876996 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1877519.000000 Penalty: 4797.778809
	Iteration 2F: 3 clusters Score -1877519 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1878125.625000 Penalty: 4797.778809
	Iteration 3F: 3 clusters Score -1878126 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1878938.125000 Penalty: 4797.778809
	Iteration 4F: 3 clusters Score -1878938 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1879940.000000 Penalty: 4797.778809
	Iteration 5F: 3 clusters Score -1879940 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1880894.125000 Penalty: 4797.778809
	Iteration 6F: 3 clusters Score -1880894 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1881656.750000 Penalty: 4797.778809
	Iteration 7F: 3 clusters Score -1881657 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1882139.750000 Penalty: 4797.778809
	Iteration 8Q: 3 clusters Score -1882140 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1882450.500000 Penalty: 4797.778809
	Iteration 9Q: 3 clusters Score -1882450 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1882639.125000 Penalty: 4797.778809
	Iteration 10Q: 3 clusters Score -1882639 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1882764.875000 Penalty: 4797.778809
	Iteration 11Q: 3 clusters Score -1882765 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1882847.125000 Penalty: 4797.778809
	Iteration 12Q: 3 clusters Score -1882847 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1882884.875000 Penalty: 4797.778809
	Iteration 13Q: 3 clusters Score -1882885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1882924.625000 Penalty: 4797.778809
	Iteration 14Q: 3 clusters Score -1882925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1882953.000000 Penalty: 4797.778809
	Iteration 15Q: 3 clusters Score -1882953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1882972.000000 Penalty: 4797.778809
	Iteration 16Q: 3 clusters Score -1882972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1882993.625000 Penalty: 4797.778809
	Iteration 17Q: 3 clusters Score -1882994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1883006.500000 Penalty: 4797.778809
	Iteration 18Q: 3 clusters Score -1883006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1883018.250000 Penalty: 4797.778809
	Iteration 19Q: 3 clusters Score -1883018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1883029.625000 Penalty: 4797.778809
	Iteration 20F: 3 clusters Score -1883030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1883034.375000 Penalty: 4797.778809
	Iteration 21Q: 3 clusters Score -1883034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1883036.500000 Penalty: 4797.778809
	Iteration 22Q: 3 clusters Score -1883036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1883039.625000 Penalty: 4797.778809
	Iteration 23Q: 3 clusters Score -1883040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1883037.500000 Penalty: 4797.778809
	Iteration 24Q: 3 clusters Score -1883038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1883042.625000 Penalty: 4797.778809
	Iteration 25Q: 3 clusters Score -1883043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1883050.125000 Penalty: 4797.778809
	Iteration 26Q: 3 clusters Score -1883050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1883047.250000 Penalty: 4797.778809
	Iteration 27Q: 3 clusters Score -1883047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1883051.500000 Penalty: 4797.778809
	Iteration 28Q: 3 clusters Score -1883052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1883051.375000 Penalty: 4797.778809
	Iteration 29Q: 3 clusters Score -1883051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1883057.250000 Penalty: 4797.778809
	Iteration 30Q: 3 clusters Score -1883057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1883055.875000 Penalty: 4797.778809
	Iteration 31Q: 3 clusters Score -1883056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1883054.250000 Penalty: 4797.778809
	Iteration 32Q: 3 clusters Score -1883054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1883055.875000 Penalty: 4797.778809
	Iteration 33Q: 3 clusters Score -1883056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1883055.875000 Penalty: 4797.778809
	Iteration 34F: 3 clusters Score -1883056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83750.335938 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83750.34 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84032.140625 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -84032.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84119.625000 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84119.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84186.625000 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -84186.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84232.875000 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -84232.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84267.062500 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84267.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84312.937500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84312.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84378.093750 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -84378.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -84449.882812 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -84449.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84493.218750 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -84493.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84521.648438 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -84521.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84563.179688 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -84563.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84598.679688 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -84598.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84621.859375 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -84621.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84657.539062 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -84657.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84684.507812 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -84684.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84725.757812 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -84725.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84761.578125 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -84761.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84791.718750 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -84791.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84809.632812 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -84809.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84835.531250 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -84835.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84868.750000 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -84868.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84891.765625 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -84891.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84901.000000 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -84901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84918.257812 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -84918.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84931.976562 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -84931.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84950.500000 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -84950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84981.976562 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -84981.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84996.671875 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -84996.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85018.000000 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -85018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85023.726562 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -85023.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85028.062500 Penalty: 3344.468994
	Iteration 31Q: 3 clusters Score -85028.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85038.960938 Penalty: 3344.468994
	Iteration 32Q: 3 clusters Score -85038.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85043.968750 Penalty: 3344.468994
	Iteration 33Q: 3 clusters Score -85043.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85045.414062 Penalty: 3344.468994
	Iteration 34Q: 3 clusters Score -85045.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85045.414062 Penalty: 3344.468994
	Iteration 35F: 3 clusters Score -85045.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 9660 members 
Mstep: Class 3 contains 169673 members 
Mstep: Class 4 contains 183627 members 
Mstep: Class 5 contains 22723 members 
Mstep: Class 6 contains 203589 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9876 members 
Mstep: Class 9 contains 246711 members 
Mstep: Class 10 contains 15277 members 
Mstep: Class 11 contains 61338 members 
Mstep: Class 12 contains 42180 members 
Mstep: Class 13 contains 23512 members 
Mstep: Class 14 contains 41933 members 
Mstep: Class 15 contains 31971 members 
Mstep: Class 16 contains 179841 members 
Mstep: Class 17 contains 11282 members 
Mstep: Class 18 contains 24893 members 
Mstep: Class 19 contains 107364 members 
Mstep: Class 20 contains 27760 members 
Mstep: Class 21 contains 32065 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5376 members 
Mstep: Class 25 contains 121772 members 
Mstep: Class 26 contains 14770 members 
Mstep: Class 27 contains 22838 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47475 members 
Mstep: Class 30 contains 11377 members 
Mstep: Class 31 contains 10911 members 
Mstep: Class 32 contains 104256 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10212 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 38966 members 
Mstep: Class 38 contains 21033 members 
Mstep: Class 39 contains 22468 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58095 members 
Mstep: Class 42 contains 15882 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988384.000000 Penalty: 154790.421875
Iteration 239Q: 44 clusters Score -2.259884e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 9658 members 
Mstep: Class 3 contains 169687 members 
Mstep: Class 4 contains 182974 members 
Mstep: Class 5 contains 22719 members 
Mstep: Class 6 contains 203874 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9871 members 
Mstep: Class 9 contains 246689 members 
Mstep: Class 10 contains 15284 members 
Mstep: Class 11 contains 61344 members 
Mstep: Class 12 contains 42192 members 
Mstep: Class 13 contains 23519 members 
Mstep: Class 14 contains 41931 members 
Mstep: Class 15 contains 32029 members 
Mstep: Class 16 contains 179945 members 
Mstep: Class 17 contains 11278 members 
Mstep: Class 18 contains 24908 members 
Mstep: Class 19 contains 107432 members 
Mstep: Class 20 contains 27780 members 
Mstep: Class 21 contains 32071 members 
Mstep: Class 22 contains 18293 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5378 members 
Mstep: Class 25 contains 121776 members 
Mstep: Class 26 contains 14774 members 
Mstep: Class 27 contains 22841 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47463 members 
Mstep: Class 30 contains 11374 members 
Mstep: Class 31 contains 10915 members 
Mstep: Class 32 contains 104229 members 
Mstep: Class 33 contains 3864 members 
Mstep: Class 34 contains 10220 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 39001 members 
Mstep: Class 38 contains 21097 members 
Mstep: Class 39 contains 22470 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58086 members 
Mstep: Class 42 contains 15886 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988512.000000 Penalty: 154790.421875
Iteration 240F: 44 clusters Score -2.259885e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 9659 members 
Mstep: Class 3 contains 169702 members 
Mstep: Class 4 contains 182294 members 
Mstep: Class 5 contains 22717 members 
Mstep: Class 6 contains 204190 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9860 members 
Mstep: Class 9 contains 246672 members 
Mstep: Class 10 contains 15287 members 
Mstep: Class 11 contains 61342 members 
Mstep: Class 12 contains 42197 members 
Mstep: Class 13 contains 23526 members 
Mstep: Class 14 contains 41928 members 
Mstep: Class 15 contains 32084 members 
Mstep: Class 16 contains 180020 members 
Mstep: Class 17 contains 11279 members 
Mstep: Class 18 contains 24917 members 
Mstep: Class 19 contains 107504 members 
Mstep: Class 20 contains 27795 members 
Mstep: Class 21 contains 32092 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5379 members 
Mstep: Class 25 contains 121796 members 
Mstep: Class 26 contains 14777 members 
Mstep: Class 27 contains 22846 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47458 members 
Mstep: Class 30 contains 11368 members 
Mstep: Class 31 contains 10919 members 
Mstep: Class 32 contains 104199 members 
Mstep: Class 33 contains 3866 members 
Mstep: Class 34 contains 10231 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 39043 members 
Mstep: Class 38 contains 21161 members 
Mstep: Class 39 contains 22466 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58089 members 
Mstep: Class 42 contains 15884 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988640.000000 Penalty: 154790.421875
Iteration 241Q: 44 clusters Score -2.259886e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 9660 members 
Mstep: Class 3 contains 169728 members 
Mstep: Class 4 contains 181610 members 
Mstep: Class 5 contains 22712 members 
Mstep: Class 6 contains 204506 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9851 members 
Mstep: Class 9 contains 246653 members 
Mstep: Class 10 contains 15293 members 
Mstep: Class 11 contains 61342 members 
Mstep: Class 12 contains 42195 members 
Mstep: Class 13 contains 23535 members 
Mstep: Class 14 contains 41930 members 
Mstep: Class 15 contains 32133 members 
Mstep: Class 16 contains 180117 members 
Mstep: Class 17 contains 11280 members 
Mstep: Class 18 contains 24929 members 
Mstep: Class 19 contains 107587 members 
Mstep: Class 20 contains 27815 members 
Mstep: Class 21 contains 32107 members 
Mstep: Class 22 contains 18309 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5382 members 
Mstep: Class 25 contains 121815 members 
Mstep: Class 26 contains 14780 members 
Mstep: Class 27 contains 22849 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47443 members 
Mstep: Class 30 contains 11366 members 
Mstep: Class 31 contains 10924 members 
Mstep: Class 32 contains 104160 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 10242 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 39087 members 
Mstep: Class 38 contains 21217 members 
Mstep: Class 39 contains 22461 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58082 members 
Mstep: Class 42 contains 15886 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988544.000000 Penalty: 154790.421875
Iteration 242Q: 44 clusters Score -2.259885e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 9660 members 
Mstep: Class 3 contains 169764 members 
Mstep: Class 4 contains 180941 members 
Mstep: Class 5 contains 22705 members 
Mstep: Class 6 contains 204816 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9837 members 
Mstep: Class 9 contains 246625 members 
Mstep: Class 10 contains 15296 members 
Mstep: Class 11 contains 61344 members 
Mstep: Class 12 contains 42196 members 
Mstep: Class 13 contains 23550 members 
Mstep: Class 14 contains 41930 members 
Mstep: Class 15 contains 32168 members 
Mstep: Class 16 contains 180221 members 
Mstep: Class 17 contains 11279 members 
Mstep: Class 18 contains 24935 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 27834 members 
Mstep: Class 21 contains 32128 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 121833 members 
Mstep: Class 26 contains 14787 members 
Mstep: Class 27 contains 22856 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47430 members 
Mstep: Class 30 contains 11360 members 
Mstep: Class 31 contains 10923 members 
Mstep: Class 32 contains 104125 members 
Mstep: Class 33 contains 3866 members 
Mstep: Class 34 contains 10250 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 39123 members 
Mstep: Class 38 contains 21261 members 
Mstep: Class 39 contains 22459 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58083 members 
Mstep: Class 42 contains 15890 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988816.000000 Penalty: 154790.421875
Iteration 243Q: 44 clusters Score -2.259888e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 9659 members 
Mstep: Class 3 contains 169806 members 
Mstep: Class 4 contains 180222 members 
Mstep: Class 5 contains 22699 members 
Mstep: Class 6 contains 205132 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9832 members 
Mstep: Class 9 contains 246606 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 61344 members 
Mstep: Class 12 contains 42196 members 
Mstep: Class 13 contains 23565 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 15 contains 32199 members 
Mstep: Class 16 contains 180341 members 
Mstep: Class 17 contains 11280 members 
Mstep: Class 18 contains 24930 members 
Mstep: Class 19 contains 107781 members 
Mstep: Class 20 contains 27854 members 
Mstep: Class 21 contains 32151 members 
Mstep: Class 22 contains 18318 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 121856 members 
Mstep: Class 26 contains 14794 members 
Mstep: Class 27 contains 22861 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47410 members 
Mstep: Class 30 contains 11360 members 
Mstep: Class 31 contains 10927 members 
Mstep: Class 32 contains 104086 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 10260 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 39153 members 
Mstep: Class 38 contains 21307 members 
Mstep: Class 39 contains 22453 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58087 members 
Mstep: Class 42 contains 15906 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989152.000000 Penalty: 154790.421875
Iteration 244Q: 44 clusters Score -2.259892e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 9659 members 
Mstep: Class 3 contains 169851 members 
Mstep: Class 4 contains 179509 members 
Mstep: Class 5 contains 22696 members 
Mstep: Class 6 contains 205508 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9828 members 
Mstep: Class 9 contains 246610 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 61346 members 
Mstep: Class 12 contains 42188 members 
Mstep: Class 13 contains 23579 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 15 contains 32243 members 
Mstep: Class 16 contains 180431 members 
Mstep: Class 17 contains 11281 members 
Mstep: Class 18 contains 24929 members 
Mstep: Class 19 contains 107851 members 
Mstep: Class 20 contains 27870 members 
Mstep: Class 21 contains 32172 members 
Mstep: Class 22 contains 18320 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5383 members 
Mstep: Class 25 contains 121873 members 
Mstep: Class 26 contains 14799 members 
Mstep: Class 27 contains 22869 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47374 members 
Mstep: Class 30 contains 11364 members 
Mstep: Class 31 contains 10931 members 
Mstep: Class 32 contains 104043 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 10268 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 39191 members 
Mstep: Class 38 contains 21339 members 
Mstep: Class 39 contains 22447 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58092 members 
Mstep: Class 42 contains 15915 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989136.000000 Penalty: 154790.421875
Iteration 245Q: 44 clusters Score -2.259891e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 9663 members 
Mstep: Class 3 contains 169913 members 
Mstep: Class 4 contains 178694 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 6 contains 205935 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9816 members 
Mstep: Class 9 contains 246597 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 61351 members 
Mstep: Class 12 contains 42194 members 
Mstep: Class 13 contains 23587 members 
Mstep: Class 14 contains 41924 members 
Mstep: Class 15 contains 32271 members 
Mstep: Class 16 contains 180491 members 
Mstep: Class 17 contains 11289 members 
Mstep: Class 18 contains 24934 members 
Mstep: Class 19 contains 107955 members 
Mstep: Class 20 contains 27897 members 
Mstep: Class 21 contains 32184 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5383 members 
Mstep: Class 25 contains 121909 members 
Mstep: Class 26 contains 14796 members 
Mstep: Class 27 contains 22875 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 47361 members 
Mstep: Class 30 contains 11361 members 
Mstep: Class 31 contains 10931 members 
Mstep: Class 32 contains 104010 members 
Mstep: Class 33 contains 3867 members 
Mstep: Class 34 contains 10276 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 39220 members 
Mstep: Class 38 contains 21381 members 
Mstep: Class 39 contains 22447 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58090 members 
Mstep: Class 42 contains 15925 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988784.000000 Penalty: 154790.421875
Iteration 246Q: 44 clusters Score -2.259888e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 9662 members 
Mstep: Class 3 contains 169978 members 
Mstep: Class 4 contains 177863 members 
Mstep: Class 5 contains 22689 members 
Mstep: Class 6 contains 206372 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9814 members 
Mstep: Class 9 contains 246595 members 
Mstep: Class 10 contains 15306 members 
Mstep: Class 11 contains 61354 members 
Mstep: Class 12 contains 42202 members 
Mstep: Class 13 contains 23602 members 
Mstep: Class 14 contains 41923 members 
Mstep: Class 15 contains 32270 members 
Mstep: Class 16 contains 180555 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 24933 members 
Mstep: Class 19 contains 108080 members 
Mstep: Class 20 contains 27919 members 
Mstep: Class 21 contains 32199 members 
Mstep: Class 22 contains 18327 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5383 members 
Mstep: Class 25 contains 121955 members 
Mstep: Class 26 contains 14801 members 
Mstep: Class 27 contains 22878 members 
Mstep: Class 28 contains 1736 members 
Mstep: Class 29 contains 47345 members 
Mstep: Class 30 contains 11354 members 
Mstep: Class 31 contains 10935 members 
Mstep: Class 32 contains 103980 members 
Mstep: Class 33 contains 3868 members 
Mstep: Class 34 contains 10283 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 39249 members 
Mstep: Class 38 contains 21421 members 
Mstep: Class 39 contains 22445 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58085 members 
Mstep: Class 42 contains 15930 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988688.000000 Penalty: 154790.421875
Iteration 247Q: 44 clusters Score -2.259887e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 9664 members 
Mstep: Class 3 contains 170038 members 
Mstep: Class 4 contains 176994 members 
Mstep: Class 5 contains 22680 members 
Mstep: Class 6 contains 206848 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 246572 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 61353 members 
Mstep: Class 12 contains 42204 members 
Mstep: Class 13 contains 23627 members 
Mstep: Class 14 contains 41925 members 
Mstep: Class 15 contains 32282 members 
Mstep: Class 16 contains 180602 members 
Mstep: Class 17 contains 11292 members 
Mstep: Class 18 contains 24932 members 
Mstep: Class 19 contains 108188 members 
Mstep: Class 20 contains 27944 members 
Mstep: Class 21 contains 32216 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5383 members 
Mstep: Class 25 contains 122020 members 
Mstep: Class 26 contains 14805 members 
Mstep: Class 27 contains 22890 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 47339 members 
Mstep: Class 30 contains 11346 members 
Mstep: Class 31 contains 10936 members 
Mstep: Class 32 contains 103956 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10295 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1536 members 
Mstep: Class 37 contains 39276 members 
Mstep: Class 38 contains 21450 members 
Mstep: Class 39 contains 22446 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58083 members 
Mstep: Class 42 contains 15940 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988704.000000 Penalty: 154790.421875
Iteration 248Q: 44 clusters Score -2.259887e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 170113 members 
Mstep: Class 4 contains 176040 members 
Mstep: Class 5 contains 22678 members 
Mstep: Class 6 contains 207328 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9801 members 
Mstep: Class 9 contains 246548 members 
Mstep: Class 10 contains 15313 members 
Mstep: Class 11 contains 61353 members 
Mstep: Class 12 contains 42198 members 
Mstep: Class 13 contains 23653 members 
Mstep: Class 14 contains 41926 members 
Mstep: Class 15 contains 32286 members 
Mstep: Class 16 contains 180667 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 24925 members 
Mstep: Class 19 contains 108334 members 
Mstep: Class 20 contains 27965 members 
Mstep: Class 21 contains 32242 members 
Mstep: Class 22 contains 18335 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 122104 members 
Mstep: Class 26 contains 14813 members 
Mstep: Class 27 contains 22894 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 47322 members 
Mstep: Class 30 contains 11339 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 103929 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10305 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 39315 members 
Mstep: Class 38 contains 21472 members 
Mstep: Class 39 contains 22448 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58084 members 
Mstep: Class 42 contains 15949 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988768.000000 Penalty: 154790.421875
Iteration 249Q: 44 clusters Score -2.259888e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 9671 members 
Mstep: Class 3 contains 170190 members 
Mstep: Class 4 contains 175055 members 
Mstep: Class 5 contains 22677 members 
Mstep: Class 6 contains 207847 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9788 members 
Mstep: Class 9 contains 246518 members 
Mstep: Class 10 contains 15315 members 
Mstep: Class 11 contains 61358 members 
Mstep: Class 12 contains 42200 members 
Mstep: Class 13 contains 23683 members 
Mstep: Class 14 contains 41930 members 
Mstep: Class 15 contains 32290 members 
Mstep: Class 16 contains 180742 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 24919 members 
Mstep: Class 19 contains 108481 members 
Mstep: Class 20 contains 27990 members 
Mstep: Class 21 contains 32260 members 
Mstep: Class 22 contains 18343 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 122179 members 
Mstep: Class 26 contains 14818 members 
Mstep: Class 27 contains 22893 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 47312 members 
Mstep: Class 30 contains 11331 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 103907 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10310 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 39352 members 
Mstep: Class 38 contains 21497 members 
Mstep: Class 39 contains 22448 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58074 members 
Mstep: Class 42 contains 15956 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989088.000000 Penalty: 154790.421875
Iteration 250Q: 44 clusters Score -2.259891e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 170256 members 
Mstep: Class 4 contains 174067 members 
Mstep: Class 5 contains 22676 members 
Mstep: Class 6 contains 208373 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9771 members 
Mstep: Class 9 contains 246496 members 
Mstep: Class 10 contains 15316 members 
Mstep: Class 11 contains 61358 members 
Mstep: Class 12 contains 42204 members 
Mstep: Class 13 contains 23722 members 
Mstep: Class 14 contains 41931 members 
Mstep: Class 15 contains 32282 members 
Mstep: Class 16 contains 180844 members 
Mstep: Class 17 contains 11297 members 
Mstep: Class 18 contains 24919 members 
Mstep: Class 19 contains 108627 members 
Mstep: Class 20 contains 28013 members 
Mstep: Class 21 contains 32275 members 
Mstep: Class 22 contains 18345 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5386 members 
Mstep: Class 25 contains 122229 members 
Mstep: Class 26 contains 14821 members 
Mstep: Class 27 contains 22895 members 
Mstep: Class 28 contains 1745 members 
Mstep: Class 29 contains 47321 members 
Mstep: Class 30 contains 11324 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 103875 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10311 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 39391 members 
Mstep: Class 38 contains 21510 members 
Mstep: Class 39 contains 22448 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58078 members 
Mstep: Class 42 contains 15966 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989200.000000 Penalty: 154790.421875
Iteration 251Q: 44 clusters Score -2.259892e+08 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 9682 members 
Mstep: Class 3 contains 170315 members 
Mstep: Class 4 contains 173015 members 
Mstep: Class 5 contains 22674 members 
Mstep: Class 6 contains 208981 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9762 members 
Mstep: Class 9 contains 246502 members 
Mstep: Class 10 contains 15321 members 
Mstep: Class 11 contains 61358 members 
Mstep: Class 12 contains 42208 members 
Mstep: Class 13 contains 23756 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 15 contains 32274 members 
Mstep: Class 16 contains 180917 members 
Mstep: Class 17 contains 11305 members 
Mstep: Class 18 contains 24916 members 
Mstep: Class 19 contains 108782 members 
Mstep: Class 20 contains 28019 members 
Mstep: Class 21 contains 32300 members 
Mstep: Class 22 contains 18350 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 122279 members 
Mstep: Class 26 contains 14829 members 
Mstep: Class 27 contains 22895 members 
Mstep: Class 28 contains 1747 members 
Mstep: Class 29 contains 47315 members 
Mstep: Class 30 contains 11314 members 
Mstep: Class 31 contains 10963 members 
Mstep: Class 32 contains 103845 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10315 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 39416 members 
Mstep: Class 38 contains 21522 members 
Mstep: Class 39 contains 22447 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58085 members 
Mstep: Class 42 contains 15977 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989136.000000 Penalty: 154790.421875
Iteration 252Q: 44 clusters Score -2.259891e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 9684 members 
Mstep: Class 3 contains 170401 members 
Mstep: Class 4 contains 171903 members 
Mstep: Class 5 contains 22671 members 
Mstep: Class 6 contains 209595 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 246479 members 
Mstep: Class 10 contains 15325 members 
Mstep: Class 11 contains 61358 members 
Mstep: Class 12 contains 42205 members 
Mstep: Class 13 contains 23797 members 
Mstep: Class 14 contains 41927 members 
Mstep: Class 15 contains 32279 members 
Mstep: Class 16 contains 180987 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 24910 members 
Mstep: Class 19 contains 108951 members 
Mstep: Class 20 contains 28033 members 
Mstep: Class 21 contains 32316 members 
Mstep: Class 22 contains 18356 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 122346 members 
Mstep: Class 26 contains 14831 members 
Mstep: Class 27 contains 22907 members 
Mstep: Class 28 contains 1750 members 
Mstep: Class 29 contains 47310 members 
Mstep: Class 30 contains 11316 members 
Mstep: Class 31 contains 10971 members 
Mstep: Class 32 contains 103821 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10321 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1539 members 
Mstep: Class 37 contains 39441 members 
Mstep: Class 38 contains 21538 members 
Mstep: Class 39 contains 22450 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58080 members 
Mstep: Class 42 contains 15987 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989152.000000 Penalty: 154790.421875
Iteration 253Q: 44 clusters Score -2.259892e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 9689 members 
Mstep: Class 3 contains 170468 members 
Mstep: Class 4 contains 170777 members 
Mstep: Class 5 contains 22670 members 
Mstep: Class 6 contains 210234 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9742 members 
Mstep: Class 9 contains 246483 members 
Mstep: Class 10 contains 15326 members 
Mstep: Class 11 contains 61356 members 
Mstep: Class 12 contains 42200 members 
Mstep: Class 13 contains 23840 members 
Mstep: Class 14 contains 41934 members 
Mstep: Class 15 contains 32275 members 
Mstep: Class 16 contains 181066 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 24905 members 
Mstep: Class 19 contains 109115 members 
Mstep: Class 20 contains 28050 members 
Mstep: Class 21 contains 32331 members 
Mstep: Class 22 contains 18361 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 122437 members 
Mstep: Class 26 contains 14836 members 
Mstep: Class 27 contains 22909 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 47280 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 10978 members 
Mstep: Class 32 contains 103791 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10325 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 39467 members 
Mstep: Class 38 contains 21560 members 
Mstep: Class 39 contains 22451 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58082 members 
Mstep: Class 42 contains 15993 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988912.000000 Penalty: 154790.421875
Iteration 254Q: 44 clusters Score -2.259889e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 9693 members 
Mstep: Class 3 contains 170526 members 
Mstep: Class 4 contains 169629 members 
Mstep: Class 5 contains 22667 members 
Mstep: Class 6 contains 210869 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9736 members 
Mstep: Class 9 contains 246482 members 
Mstep: Class 10 contains 15334 members 
Mstep: Class 11 contains 61347 members 
Mstep: Class 12 contains 42197 members 
Mstep: Class 13 contains 23883 members 
Mstep: Class 14 contains 41942 members 
Mstep: Class 15 contains 32281 members 
Mstep: Class 16 contains 181144 members 
Mstep: Class 17 contains 11318 members 
Mstep: Class 18 contains 24896 members 
Mstep: Class 19 contains 109290 members 
Mstep: Class 20 contains 28057 members 
Mstep: Class 21 contains 32351 members 
Mstep: Class 22 contains 18369 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5381 members 
Mstep: Class 25 contains 122524 members 
Mstep: Class 26 contains 14838 members 
Mstep: Class 27 contains 22909 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 47281 members 
Mstep: Class 30 contains 11309 members 
Mstep: Class 31 contains 10982 members 
Mstep: Class 32 contains 103768 members 
Mstep: Class 33 contains 3870 members 
Mstep: Class 34 contains 10328 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 39495 members 
Mstep: Class 38 contains 21576 members 
Mstep: Class 39 contains 22455 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58085 members 
Mstep: Class 42 contains 16001 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988832.000000 Penalty: 154790.421875
Iteration 255Q: 44 clusters Score -2.259888e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 9698 members 
Mstep: Class 3 contains 170610 members 
Mstep: Class 4 contains 168399 members 
Mstep: Class 5 contains 22666 members 
Mstep: Class 6 contains 211584 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 246472 members 
Mstep: Class 10 contains 15342 members 
Mstep: Class 11 contains 61342 members 
Mstep: Class 12 contains 42190 members 
Mstep: Class 13 contains 23919 members 
Mstep: Class 14 contains 41945 members 
Mstep: Class 15 contains 32303 members 
Mstep: Class 16 contains 181188 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 24898 members 
Mstep: Class 19 contains 109456 members 
Mstep: Class 20 contains 28075 members 
Mstep: Class 21 contains 32372 members 
Mstep: Class 22 contains 18362 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5380 members 
Mstep: Class 25 contains 122604 members 
Mstep: Class 26 contains 14836 members 
Mstep: Class 27 contains 22923 members 
Mstep: Class 28 contains 1750 members 
Mstep: Class 29 contains 47269 members 
Mstep: Class 30 contains 11315 members 
Mstep: Class 31 contains 10988 members 
Mstep: Class 32 contains 103750 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10329 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 39529 members 
Mstep: Class 38 contains 21588 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58087 members 
Mstep: Class 42 contains 16011 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988912.000000 Penalty: 154790.421875
Iteration 256Q: 44 clusters Score -2.259889e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 170701 members 
Mstep: Class 4 contains 166968 members 
Mstep: Class 5 contains 22660 members 
Mstep: Class 6 contains 212421 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9731 members 
Mstep: Class 9 contains 246467 members 
Mstep: Class 10 contains 15351 members 
Mstep: Class 11 contains 61336 members 
Mstep: Class 12 contains 42188 members 
Mstep: Class 13 contains 23974 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 15 contains 32321 members 
Mstep: Class 16 contains 181220 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 24888 members 
Mstep: Class 19 contains 109642 members 
Mstep: Class 20 contains 28089 members 
Mstep: Class 21 contains 32411 members 
Mstep: Class 22 contains 18377 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5382 members 
Mstep: Class 25 contains 122697 members 
Mstep: Class 26 contains 14832 members 
Mstep: Class 27 contains 22927 members 
Mstep: Class 28 contains 1750 members 
Mstep: Class 29 contains 47269 members 
Mstep: Class 30 contains 11312 members 
Mstep: Class 31 contains 10997 members 
Mstep: Class 32 contains 103729 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10333 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 39563 members 
Mstep: Class 38 contains 21598 members 
Mstep: Class 39 contains 22460 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58091 members 
Mstep: Class 42 contains 16028 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988832.000000 Penalty: 154790.421875
Iteration 257Q: 44 clusters Score -2.259888e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 170812 members 
Mstep: Class 4 contains 165487 members 
Mstep: Class 5 contains 22653 members 
Mstep: Class 6 contains 213309 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 9 contains 246458 members 
Mstep: Class 10 contains 15356 members 
Mstep: Class 11 contains 61330 members 
Mstep: Class 12 contains 42169 members 
Mstep: Class 13 contains 24010 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 15 contains 32332 members 
Mstep: Class 16 contains 181234 members 
Mstep: Class 17 contains 11328 members 
Mstep: Class 18 contains 24880 members 
Mstep: Class 19 contains 109858 members 
Mstep: Class 20 contains 28102 members 
Mstep: Class 21 contains 32440 members 
Mstep: Class 22 contains 18385 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5379 members 
Mstep: Class 25 contains 122795 members 
Mstep: Class 26 contains 14841 members 
Mstep: Class 27 contains 22936 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 47286 members 
Mstep: Class 30 contains 11307 members 
Mstep: Class 31 contains 11004 members 
Mstep: Class 32 contains 103712 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10338 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 39590 members 
Mstep: Class 38 contains 21607 members 
Mstep: Class 39 contains 22464 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58103 members 
Mstep: Class 42 contains 16040 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989392.000000 Penalty: 154790.421875
Iteration 258Q: 44 clusters Score -2.259894e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 9714 members 
Mstep: Class 3 contains 170920 members 
Mstep: Class 4 contains 164004 members 
Mstep: Class 5 contains 22649 members 
Mstep: Class 6 contains 214243 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9716 members 
Mstep: Class 9 contains 246456 members 
Mstep: Class 10 contains 15363 members 
Mstep: Class 11 contains 61324 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 24053 members 
Mstep: Class 14 contains 41956 members 
Mstep: Class 15 contains 32345 members 
Mstep: Class 16 contains 181253 members 
Mstep: Class 17 contains 11327 members 
Mstep: Class 18 contains 24867 members 
Mstep: Class 19 contains 110072 members 
Mstep: Class 20 contains 28116 members 
Mstep: Class 21 contains 32470 members 
Mstep: Class 22 contains 18397 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5379 members 
Mstep: Class 25 contains 122878 members 
Mstep: Class 26 contains 14845 members 
Mstep: Class 27 contains 22938 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 47286 members 
Mstep: Class 30 contains 11301 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 103687 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10342 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 39620 members 
Mstep: Class 38 contains 21618 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58107 members 
Mstep: Class 42 contains 16043 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989184.000000 Penalty: 154790.421875
Iteration 259Q: 44 clusters Score -2.259892e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 9718 members 
Mstep: Class 3 contains 171024 members 
Mstep: Class 4 contains 162396 members 
Mstep: Class 5 contains 22640 members 
Mstep: Class 6 contains 215270 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9706 members 
Mstep: Class 9 contains 246459 members 
Mstep: Class 10 contains 15382 members 
Mstep: Class 11 contains 61315 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 24107 members 
Mstep: Class 14 contains 41960 members 
Mstep: Class 15 contains 32363 members 
Mstep: Class 16 contains 181257 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 24861 members 
Mstep: Class 19 contains 110250 members 
Mstep: Class 20 contains 28128 members 
Mstep: Class 21 contains 32499 members 
Mstep: Class 22 contains 18410 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5383 members 
Mstep: Class 25 contains 122994 members 
Mstep: Class 26 contains 14843 members 
Mstep: Class 27 contains 22948 members 
Mstep: Class 28 contains 1752 members 
Mstep: Class 29 contains 47283 members 
Mstep: Class 30 contains 11297 members 
Mstep: Class 31 contains 11019 members 
Mstep: Class 32 contains 103670 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10351 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 39645 members 
Mstep: Class 38 contains 21617 members 
Mstep: Class 39 contains 22458 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58116 members 
Mstep: Class 42 contains 16057 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989136.000000 Penalty: 154790.421875
Iteration 260F: 44 clusters Score -2.259891e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 9721 members 
Mstep: Class 3 contains 171154 members 
Mstep: Class 4 contains 160698 members 
Mstep: Class 5 contains 22630 members 
Mstep: Class 6 contains 216377 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 9 contains 246464 members 
Mstep: Class 10 contains 15400 members 
Mstep: Class 11 contains 61308 members 
Mstep: Class 12 contains 42161 members 
Mstep: Class 13 contains 24165 members 
Mstep: Class 14 contains 41958 members 
Mstep: Class 15 contains 32383 members 
Mstep: Class 16 contains 181237 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 24858 members 
Mstep: Class 19 contains 110432 members 
Mstep: Class 20 contains 28146 members 
Mstep: Class 21 contains 32521 members 
Mstep: Class 22 contains 18424 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5383 members 
Mstep: Class 25 contains 123109 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 22959 members 
Mstep: Class 28 contains 1752 members 
Mstep: Class 29 contains 47270 members 
Mstep: Class 30 contains 11296 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 103650 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10354 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 39677 members 
Mstep: Class 38 contains 21618 members 
Mstep: Class 39 contains 22463 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58131 members 
Mstep: Class 42 contains 16068 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989184.000000 Penalty: 154790.421875
Iteration 261Q: 44 clusters Score -2.259892e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 9726 members 
Mstep: Class 3 contains 171263 members 
Mstep: Class 4 contains 158962 members 
Mstep: Class 5 contains 22622 members 
Mstep: Class 6 contains 217470 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9674 members 
Mstep: Class 9 contains 246458 members 
Mstep: Class 10 contains 15414 members 
Mstep: Class 11 contains 61316 members 
Mstep: Class 12 contains 42164 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 41949 members 
Mstep: Class 15 contains 32410 members 
Mstep: Class 16 contains 181205 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 24849 members 
Mstep: Class 19 contains 110657 members 
Mstep: Class 20 contains 28181 members 
Mstep: Class 21 contains 32547 members 
Mstep: Class 22 contains 18432 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 123236 members 
Mstep: Class 26 contains 14853 members 
Mstep: Class 27 contains 22966 members 
Mstep: Class 28 contains 1752 members 
Mstep: Class 29 contains 47270 members 
Mstep: Class 30 contains 11301 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 103612 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10362 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 39711 members 
Mstep: Class 38 contains 21635 members 
Mstep: Class 39 contains 22470 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58143 members 
Mstep: Class 42 contains 16077 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989072.000000 Penalty: 154790.421875
Iteration 262Q: 44 clusters Score -2.259891e+08 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 9730 members 
Mstep: Class 3 contains 171383 members 
Mstep: Class 4 contains 157240 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 218561 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9655 members 
Mstep: Class 9 contains 246452 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 61323 members 
Mstep: Class 12 contains 42164 members 
Mstep: Class 13 contains 24275 members 
Mstep: Class 14 contains 41929 members 
Mstep: Class 15 contains 32432 members 
Mstep: Class 16 contains 181169 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 24841 members 
Mstep: Class 19 contains 110890 members 
Mstep: Class 20 contains 28213 members 
Mstep: Class 21 contains 32566 members 
Mstep: Class 22 contains 18447 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5388 members 
Mstep: Class 25 contains 123385 members 
Mstep: Class 26 contains 14854 members 
Mstep: Class 27 contains 22975 members 
Mstep: Class 28 contains 1754 members 
Mstep: Class 29 contains 47246 members 
Mstep: Class 30 contains 11296 members 
Mstep: Class 31 contains 11062 members 
Mstep: Class 32 contains 103579 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10362 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 39739 members 
Mstep: Class 38 contains 21648 members 
Mstep: Class 39 contains 22477 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58154 members 
Mstep: Class 42 contains 16085 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989024.000000 Penalty: 154790.421875
Iteration 263Q: 44 clusters Score -2.25989e+08 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 171513 members 
Mstep: Class 4 contains 155519 members 
Mstep: Class 5 contains 22622 members 
Mstep: Class 6 contains 219613 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9635 members 
Mstep: Class 9 contains 246415 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 61324 members 
Mstep: Class 12 contains 42168 members 
Mstep: Class 13 contains 24354 members 
Mstep: Class 14 contains 41918 members 
Mstep: Class 15 contains 32449 members 
Mstep: Class 16 contains 181181 members 
Mstep: Class 17 contains 11356 members 
Mstep: Class 18 contains 24847 members 
Mstep: Class 19 contains 111137 members 
Mstep: Class 20 contains 28253 members 
Mstep: Class 21 contains 32564 members 
Mstep: Class 22 contains 18456 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5389 members 
Mstep: Class 25 contains 123545 members 
Mstep: Class 26 contains 14854 members 
Mstep: Class 27 contains 22987 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 47232 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11076 members 
Mstep: Class 32 contains 103537 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10364 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 39775 members 
Mstep: Class 38 contains 21656 members 
Mstep: Class 39 contains 22481 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58166 members 
Mstep: Class 42 contains 16094 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989296.000000 Penalty: 154790.421875
Iteration 264Q: 44 clusters Score -2.259893e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 171633 members 
Mstep: Class 4 contains 153729 members 
Mstep: Class 5 contains 22625 members 
Mstep: Class 6 contains 220604 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9614 members 
Mstep: Class 9 contains 246383 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 61323 members 
Mstep: Class 12 contains 42166 members 
Mstep: Class 13 contains 24449 members 
Mstep: Class 14 contains 41907 members 
Mstep: Class 15 contains 32482 members 
Mstep: Class 16 contains 181172 members 
Mstep: Class 17 contains 11358 members 
Mstep: Class 18 contains 24846 members 
Mstep: Class 19 contains 111417 members 
Mstep: Class 20 contains 28288 members 
Mstep: Class 21 contains 32575 members 
Mstep: Class 22 contains 18482 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5391 members 
Mstep: Class 25 contains 123726 members 
Mstep: Class 26 contains 14860 members 
Mstep: Class 27 contains 22991 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 47234 members 
Mstep: Class 30 contains 11279 members 
Mstep: Class 31 contains 11088 members 
Mstep: Class 32 contains 103496 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10365 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 39808 members 
Mstep: Class 38 contains 21675 members 
Mstep: Class 39 contains 22491 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58175 members 
Mstep: Class 42 contains 16111 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990000.000000 Penalty: 154790.421875
Iteration 265Q: 44 clusters Score -2.2599e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 9759 members 
Mstep: Class 3 contains 171786 members 
Mstep: Class 4 contains 151865 members 
Mstep: Class 5 contains 22628 members 
Mstep: Class 6 contains 221638 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9596 members 
Mstep: Class 9 contains 246359 members 
Mstep: Class 10 contains 15460 members 
Mstep: Class 11 contains 61318 members 
Mstep: Class 12 contains 42156 members 
Mstep: Class 13 contains 24546 members 
Mstep: Class 14 contains 41891 members 
Mstep: Class 15 contains 32507 members 
Mstep: Class 16 contains 181164 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 24839 members 
Mstep: Class 19 contains 111756 members 
Mstep: Class 20 contains 28322 members 
Mstep: Class 21 contains 32594 members 
Mstep: Class 22 contains 18488 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5391 members 
Mstep: Class 25 contains 123891 members 
Mstep: Class 26 contains 14865 members 
Mstep: Class 27 contains 22997 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 47232 members 
Mstep: Class 30 contains 11286 members 
Mstep: Class 31 contains 11099 members 
Mstep: Class 32 contains 103453 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10363 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 39841 members 
Mstep: Class 38 contains 21687 members 
Mstep: Class 39 contains 22500 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58185 members 
Mstep: Class 42 contains 16121 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989408.000000 Penalty: 154790.421875
Iteration 266Q: 44 clusters Score -2.259894e+08 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 9767 members 
Mstep: Class 3 contains 171912 members 
Mstep: Class 4 contains 150013 members 
Mstep: Class 5 contains 22625 members 
Mstep: Class 6 contains 222738 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9584 members 
Mstep: Class 9 contains 246334 members 
Mstep: Class 10 contains 15477 members 
Mstep: Class 11 contains 61314 members 
Mstep: Class 12 contains 42157 members 
Mstep: Class 13 contains 24626 members 
Mstep: Class 14 contains 41880 members 
Mstep: Class 15 contains 32536 members 
Mstep: Class 16 contains 181130 members 
Mstep: Class 17 contains 11362 members 
Mstep: Class 18 contains 24833 members 
Mstep: Class 19 contains 112068 members 
Mstep: Class 20 contains 28359 members 
Mstep: Class 21 contains 32599 members 
Mstep: Class 22 contains 18498 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5396 members 
Mstep: Class 25 contains 124055 members 
Mstep: Class 26 contains 14874 members 
Mstep: Class 27 contains 23004 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 47225 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 11113 members 
Mstep: Class 32 contains 103415 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10365 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 39874 members 
Mstep: Class 38 contains 21701 members 
Mstep: Class 39 contains 22510 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58180 members 
Mstep: Class 42 contains 16139 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989472.000000 Penalty: 154790.421875
Iteration 267Q: 44 clusters Score -2.259895e+08 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 172046 members 
Mstep: Class 4 contains 148038 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 223957 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9567 members 
Mstep: Class 9 contains 246315 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 61312 members 
Mstep: Class 12 contains 42152 members 
Mstep: Class 13 contains 24688 members 
Mstep: Class 14 contains 41873 members 
Mstep: Class 15 contains 32577 members 
Mstep: Class 16 contains 181088 members 
Mstep: Class 17 contains 11366 members 
Mstep: Class 18 contains 24835 members 
Mstep: Class 19 contains 112387 members 
Mstep: Class 20 contains 28390 members 
Mstep: Class 21 contains 32609 members 
Mstep: Class 22 contains 18502 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5391 members 
Mstep: Class 25 contains 124251 members 
Mstep: Class 26 contains 14878 members 
Mstep: Class 27 contains 23011 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 47212 members 
Mstep: Class 30 contains 11285 members 
Mstep: Class 31 contains 11123 members 
Mstep: Class 32 contains 103371 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10366 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 39913 members 
Mstep: Class 38 contains 21709 members 
Mstep: Class 39 contains 22512 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58181 members 
Mstep: Class 42 contains 16159 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989744.000000 Penalty: 154790.421875
Iteration 268Q: 44 clusters Score -2.259897e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 9793 members 
Mstep: Class 3 contains 172174 members 
Mstep: Class 4 contains 146102 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 225185 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9558 members 
Mstep: Class 9 contains 246284 members 
Mstep: Class 10 contains 15510 members 
Mstep: Class 11 contains 61313 members 
Mstep: Class 12 contains 42156 members 
Mstep: Class 13 contains 24787 members 
Mstep: Class 14 contains 41872 members 
Mstep: Class 15 contains 32619 members 
Mstep: Class 16 contains 181028 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 24825 members 
Mstep: Class 19 contains 112702 members 
Mstep: Class 20 contains 28422 members 
Mstep: Class 21 contains 32606 members 
Mstep: Class 22 contains 18501 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5391 members 
Mstep: Class 25 contains 124429 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 23017 members 
Mstep: Class 28 contains 1746 members 
Mstep: Class 29 contains 47188 members 
Mstep: Class 30 contains 11282 members 
Mstep: Class 31 contains 11129 members 
Mstep: Class 32 contains 103329 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10363 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 39942 members 
Mstep: Class 38 contains 21716 members 
Mstep: Class 39 contains 22515 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58182 members 
Mstep: Class 42 contains 16172 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989968.000000 Penalty: 154790.421875
Iteration 269Q: 44 clusters Score -2.2599e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 9805 members 
Mstep: Class 3 contains 172286 members 
Mstep: Class 4 contains 143996 members 
Mstep: Class 5 contains 22618 members 
Mstep: Class 6 contains 226483 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9545 members 
Mstep: Class 9 contains 246267 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 61307 members 
Mstep: Class 12 contains 42154 members 
Mstep: Class 13 contains 24901 members 
Mstep: Class 14 contains 41868 members 
Mstep: Class 15 contains 32644 members 
Mstep: Class 16 contains 181014 members 
Mstep: Class 17 contains 11386 members 
Mstep: Class 18 contains 24824 members 
Mstep: Class 19 contains 113026 members 
Mstep: Class 20 contains 28462 members 
Mstep: Class 21 contains 32615 members 
Mstep: Class 22 contains 18508 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5392 members 
Mstep: Class 25 contains 124620 members 
Mstep: Class 26 contains 14874 members 
Mstep: Class 27 contains 23016 members 
Mstep: Class 28 contains 1747 members 
Mstep: Class 29 contains 47171 members 
Mstep: Class 30 contains 11273 members 
Mstep: Class 31 contains 11132 members 
Mstep: Class 32 contains 103279 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10365 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 39980 members 
Mstep: Class 38 contains 21727 members 
Mstep: Class 39 contains 22521 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58185 members 
Mstep: Class 42 contains 16183 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990256.000000 Penalty: 154790.421875
Iteration 270Q: 44 clusters Score -2.259903e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 172373 members 
Mstep: Class 4 contains 141863 members 
Mstep: Class 5 contains 22615 members 
Mstep: Class 6 contains 227737 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9535 members 
Mstep: Class 9 contains 246266 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 61303 members 
Mstep: Class 12 contains 42153 members 
Mstep: Class 13 contains 25012 members 
Mstep: Class 14 contains 41864 members 
Mstep: Class 15 contains 32677 members 
Mstep: Class 16 contains 181062 members 
Mstep: Class 17 contains 11379 members 
Mstep: Class 18 contains 24827 members 
Mstep: Class 19 contains 113341 members 
Mstep: Class 20 contains 28505 members 
Mstep: Class 21 contains 32644 members 
Mstep: Class 22 contains 18523 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5393 members 
Mstep: Class 25 contains 124829 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 23012 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 47161 members 
Mstep: Class 30 contains 11272 members 
Mstep: Class 31 contains 11135 members 
Mstep: Class 32 contains 103219 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10365 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40018 members 
Mstep: Class 38 contains 21734 members 
Mstep: Class 39 contains 22522 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58190 members 
Mstep: Class 42 contains 16189 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989824.000000 Penalty: 154790.421875
Iteration 271Q: 44 clusters Score -2.259898e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 9822 members 
Mstep: Class 3 contains 172466 members 
Mstep: Class 4 contains 139669 members 
Mstep: Class 5 contains 22611 members 
Mstep: Class 6 contains 228992 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9519 members 
Mstep: Class 9 contains 246246 members 
Mstep: Class 10 contains 15577 members 
Mstep: Class 11 contains 61301 members 
Mstep: Class 12 contains 42150 members 
Mstep: Class 13 contains 25139 members 
Mstep: Class 14 contains 41854 members 
Mstep: Class 15 contains 32711 members 
Mstep: Class 16 contains 181148 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 24837 members 
Mstep: Class 19 contains 113654 members 
Mstep: Class 20 contains 28542 members 
Mstep: Class 21 contains 32646 members 
Mstep: Class 22 contains 18522 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5399 members 
Mstep: Class 25 contains 125065 members 
Mstep: Class 26 contains 14878 members 
Mstep: Class 27 contains 23018 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 47168 members 
Mstep: Class 30 contains 11272 members 
Mstep: Class 31 contains 11144 members 
Mstep: Class 32 contains 103160 members 
Mstep: Class 33 contains 3872 members 
Mstep: Class 34 contains 10365 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40060 members 
Mstep: Class 38 contains 21728 members 
Mstep: Class 39 contains 22524 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58203 members 
Mstep: Class 42 contains 16205 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990000.000000 Penalty: 154790.421875
Iteration 272Q: 44 clusters Score -2.2599e+08 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 9829 members 
Mstep: Class 3 contains 172572 members 
Mstep: Class 4 contains 137491 members 
Mstep: Class 5 contains 22609 members 
Mstep: Class 6 contains 230283 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 246213 members 
Mstep: Class 10 contains 15593 members 
Mstep: Class 11 contains 61292 members 
Mstep: Class 12 contains 42142 members 
Mstep: Class 13 contains 25249 members 
Mstep: Class 14 contains 41853 members 
Mstep: Class 15 contains 32742 members 
Mstep: Class 16 contains 181262 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 24850 members 
Mstep: Class 19 contains 113958 members 
Mstep: Class 20 contains 28586 members 
Mstep: Class 21 contains 32662 members 
Mstep: Class 22 contains 18535 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5397 members 
Mstep: Class 25 contains 125267 members 
Mstep: Class 26 contains 14876 members 
Mstep: Class 27 contains 23024 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 47145 members 
Mstep: Class 30 contains 11269 members 
Mstep: Class 31 contains 11152 members 
Mstep: Class 32 contains 103092 members 
Mstep: Class 33 contains 3873 members 
Mstep: Class 34 contains 10362 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40111 members 
Mstep: Class 38 contains 21731 members 
Mstep: Class 39 contains 22533 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58187 members 
Mstep: Class 42 contains 16222 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989936.000000 Penalty: 154790.421875
Iteration 273Q: 44 clusters Score -2.259899e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 172670 members 
Mstep: Class 4 contains 135258 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 231601 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9500 members 
Mstep: Class 9 contains 246207 members 
Mstep: Class 10 contains 15594 members 
Mstep: Class 11 contains 61279 members 
Mstep: Class 12 contains 42143 members 
Mstep: Class 13 contains 25343 members 
Mstep: Class 14 contains 41852 members 
Mstep: Class 15 contains 32778 members 
Mstep: Class 16 contains 181408 members 
Mstep: Class 17 contains 11384 members 
Mstep: Class 18 contains 24853 members 
Mstep: Class 19 contains 114240 members 
Mstep: Class 20 contains 28631 members 
Mstep: Class 21 contains 32673 members 
Mstep: Class 22 contains 18549 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5399 members 
Mstep: Class 25 contains 125460 members 
Mstep: Class 26 contains 14870 members 
Mstep: Class 27 contains 23025 members 
Mstep: Class 28 contains 1746 members 
Mstep: Class 29 contains 47168 members 
Mstep: Class 30 contains 11271 members 
Mstep: Class 31 contains 11165 members 
Mstep: Class 32 contains 103009 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 10368 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 40151 members 
Mstep: Class 38 contains 21741 members 
Mstep: Class 39 contains 22537 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58180 members 
Mstep: Class 42 contains 16238 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989648.000000 Penalty: 154790.421875
Iteration 274Q: 44 clusters Score -2.259896e+08 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 172742 members 
Mstep: Class 4 contains 133021 members 
Mstep: Class 5 contains 22590 members 
Mstep: Class 6 contains 232878 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9489 members 
Mstep: Class 9 contains 246183 members 
Mstep: Class 10 contains 15596 members 
Mstep: Class 11 contains 61280 members 
Mstep: Class 12 contains 42145 members 
Mstep: Class 13 contains 25433 members 
Mstep: Class 14 contains 41841 members 
Mstep: Class 15 contains 32817 members 
Mstep: Class 16 contains 181598 members 
Mstep: Class 17 contains 11388 members 
Mstep: Class 18 contains 24858 members 
Mstep: Class 19 contains 114550 members 
Mstep: Class 20 contains 28681 members 
Mstep: Class 21 contains 32694 members 
Mstep: Class 22 contains 18556 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 125670 members 
Mstep: Class 26 contains 14868 members 
Mstep: Class 27 contains 23025 members 
Mstep: Class 28 contains 1745 members 
Mstep: Class 29 contains 47185 members 
Mstep: Class 30 contains 11275 members 
Mstep: Class 31 contains 11181 members 
Mstep: Class 32 contains 102925 members 
Mstep: Class 33 contains 3874 members 
Mstep: Class 34 contains 10365 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 40196 members 
Mstep: Class 38 contains 21745 members 
Mstep: Class 39 contains 22538 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58184 members 
Mstep: Class 42 contains 16246 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989200.000000 Penalty: 154790.421875
Iteration 275Q: 44 clusters Score -2.259892e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 172876 members 
Mstep: Class 4 contains 130592 members 
Mstep: Class 5 contains 22586 members 
Mstep: Class 6 contains 234232 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9476 members 
Mstep: Class 9 contains 246149 members 
Mstep: Class 10 contains 15605 members 
Mstep: Class 11 contains 61273 members 
Mstep: Class 12 contains 42136 members 
Mstep: Class 13 contains 25547 members 
Mstep: Class 14 contains 41827 members 
Mstep: Class 15 contains 32846 members 
Mstep: Class 16 contains 181796 members 
Mstep: Class 17 contains 11389 members 
Mstep: Class 18 contains 24853 members 
Mstep: Class 19 contains 114889 members 
Mstep: Class 20 contains 28735 members 
Mstep: Class 21 contains 32708 members 
Mstep: Class 22 contains 18561 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 125887 members 
Mstep: Class 26 contains 14863 members 
Mstep: Class 27 contains 23025 members 
Mstep: Class 28 contains 1746 members 
Mstep: Class 29 contains 47240 members 
Mstep: Class 30 contains 11288 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 102830 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 10363 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 40250 members 
Mstep: Class 38 contains 21751 members 
Mstep: Class 39 contains 22547 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58195 members 
Mstep: Class 42 contains 16253 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989232.000000 Penalty: 154790.421875
Iteration 276Q: 44 clusters Score -2.259892e+08 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 172968 members 
Mstep: Class 4 contains 128202 members 
Mstep: Class 5 contains 22586 members 
Mstep: Class 6 contains 235521 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9470 members 
Mstep: Class 9 contains 246136 members 
Mstep: Class 10 contains 15607 members 
Mstep: Class 11 contains 61269 members 
Mstep: Class 12 contains 42117 members 
Mstep: Class 13 contains 25676 members 
Mstep: Class 14 contains 41814 members 
Mstep: Class 15 contains 32880 members 
Mstep: Class 16 contains 181995 members 
Mstep: Class 17 contains 11408 members 
Mstep: Class 18 contains 24851 members 
Mstep: Class 19 contains 115257 members 
Mstep: Class 20 contains 28797 members 
Mstep: Class 21 contains 32736 members 
Mstep: Class 22 contains 18571 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 126137 members 
Mstep: Class 26 contains 14860 members 
Mstep: Class 27 contains 23029 members 
Mstep: Class 28 contains 1747 members 
Mstep: Class 29 contains 47256 members 
Mstep: Class 30 contains 11289 members 
Mstep: Class 31 contains 11188 members 
Mstep: Class 32 contains 102739 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 10359 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40286 members 
Mstep: Class 38 contains 21754 members 
Mstep: Class 39 contains 22548 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58200 members 
Mstep: Class 42 contains 16265 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989072.000000 Penalty: 154790.421875
Iteration 277Q: 44 clusters Score -2.259891e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 173092 members 
Mstep: Class 4 contains 125845 members 
Mstep: Class 5 contains 22581 members 
Mstep: Class 6 contains 236775 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9461 members 
Mstep: Class 9 contains 246089 members 
Mstep: Class 10 contains 15615 members 
Mstep: Class 11 contains 61275 members 
Mstep: Class 12 contains 42111 members 
Mstep: Class 13 contains 25795 members 
Mstep: Class 14 contains 41807 members 
Mstep: Class 15 contains 32925 members 
Mstep: Class 16 contains 182183 members 
Mstep: Class 17 contains 11428 members 
Mstep: Class 18 contains 24851 members 
Mstep: Class 19 contains 115591 members 
Mstep: Class 20 contains 28852 members 
Mstep: Class 21 contains 32761 members 
Mstep: Class 22 contains 18580 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 126389 members 
Mstep: Class 26 contains 14857 members 
Mstep: Class 27 contains 23033 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 47258 members 
Mstep: Class 30 contains 11297 members 
Mstep: Class 31 contains 11192 members 
Mstep: Class 32 contains 102668 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 10355 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40325 members 
Mstep: Class 38 contains 21754 members 
Mstep: Class 39 contains 22541 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58195 members 
Mstep: Class 42 contains 16280 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989136.000000 Penalty: 154790.421875
Iteration 278Q: 44 clusters Score -2.259891e+08 nChanged 4123
Entering ConstructFrom: 
Score: -225989136.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (34036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Entering Unmasked Estep 
Score: -3981924.000000 Penalty: 2587.923096
	Iteration 0F: 2 clusters Score -3981924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3958743.250000 Penalty: 5175.846191
	Iteration 0F: 3 clusters Score -3958743 nChanged 15583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3967262.750000 Penalty: 5175.846191
	Iteration 1F: 3 clusters Score -3967263 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3967729.500000 Penalty: 5175.846191
	Iteration 2Q: 3 clusters Score -3967730 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3968164.000000 Penalty: 5175.846191
	Iteration 3Q: 3 clusters Score -3968164 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3968656.500000 Penalty: 5175.846191
	Iteration 4Q: 3 clusters Score -3968656 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3969229.250000 Penalty: 5175.846191
	Iteration 5Q: 3 clusters Score -3969229 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3970144.000000 Penalty: 5175.846191
	Iteration 6F: 3 clusters Score -3970144 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -3971561.000000 Penalty: 5175.846191
	Iteration 7F: 3 clusters Score -3971561 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3973375.250000 Penalty: 5175.846191
	Iteration 8F: 3 clusters Score -3973375 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3975260.250000 Penalty: 5175.846191
	Iteration 9F: 3 clusters Score -3975260 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3976907.750000 Penalty: 5175.846191
	Iteration 10F: 3 clusters Score -3976908 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -3978077.250000 Penalty: 5175.846191
	Iteration 11Q: 3 clusters Score -3978077 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3978774.500000 Penalty: 5175.846191
	Iteration 12Q: 3 clusters Score -3978774 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3979165.500000 Penalty: 5175.846191
	Iteration 13Q: 3 clusters Score -3979166 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3979380.250000 Penalty: 5175.846191
	Iteration 14Q: 3 clusters Score -3979380 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3979502.500000 Penalty: 5175.846191
	Iteration 15Q: 3 clusters Score -3979502 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3979599.750000 Penalty: 5175.846191
	Iteration 16Q: 3 clusters Score -3979600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3979654.500000 Penalty: 5175.846191
	Iteration 17Q: 3 clusters Score -3979654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3979688.500000 Penalty: 5175.846191
	Iteration 18Q: 3 clusters Score -3979688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3979719.500000 Penalty: 5175.846191
	Iteration 19Q: 3 clusters Score -3979720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3979750.000000 Penalty: 5175.846191
	Iteration 20F: 3 clusters Score -3979750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3979760.750000 Penalty: 5175.846191
	Iteration 21Q: 3 clusters Score -3979761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3979778.000000 Penalty: 5175.846191
	Iteration 22Q: 3 clusters Score -3979778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3979787.750000 Penalty: 5175.846191
	Iteration 23Q: 3 clusters Score -3979788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3979799.500000 Penalty: 5175.846191
	Iteration 24Q: 3 clusters Score -3979800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3979798.000000 Penalty: 5175.846191
	Iteration 25Q: 3 clusters Score -3979798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3979805.250000 Penalty: 5175.846191
	Iteration 26Q: 3 clusters Score -3979805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3979809.750000 Penalty: 5175.846191
	Iteration 27Q: 3 clusters Score -3979810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3979808.250000 Penalty: 5175.846191
	Iteration 28Q: 3 clusters Score -3979808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3979812.500000 Penalty: 5175.846191
	Iteration 29Q: 3 clusters Score -3979812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3979817.750000 Penalty: 5175.846191
	Iteration 30Q: 3 clusters Score -3979818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3979823.000000 Penalty: 5175.846191
	Iteration 31Q: 3 clusters Score -3979823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3979822.750000 Penalty: 5175.846191
	Iteration 32Q: 3 clusters Score -3979823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3979818.500000 Penalty: 5175.846191
	Iteration 33Q: 3 clusters Score -3979818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3979823.000000 Penalty: 5175.846191
	Iteration 34Q: 3 clusters Score -3979823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3979827.000000 Penalty: 5175.846191
	Iteration 35Q: 3 clusters Score -3979827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3979825.750000 Penalty: 5175.846191
	Iteration 36Q: 3 clusters Score -3979826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3979830.000000 Penalty: 5175.846191
	Iteration 37Q: 3 clusters Score -3979830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3979831.250000 Penalty: 5175.846191
	Iteration 38Q: 3 clusters Score -3979831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3979831.250000 Penalty: 5175.846191
	Iteration 39F: 3 clusters Score -3979831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -1084594.500000 Penalty: 2280.617432
	Iteration 0F: 2 clusters Score -1084594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1077108.875000 Penalty: 4561.234863
	Iteration 0F: 3 clusters Score -1077109 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1079564.875000 Penalty: 4561.234863
	Iteration 1F: 3 clusters Score -1079565 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1080219.625000 Penalty: 4561.234863
	Iteration 2F: 3 clusters Score -1080220 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1080980.625000 Penalty: 4561.234863
	Iteration 3F: 3 clusters Score -1080981 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1081685.000000 Penalty: 4561.234863
	Iteration 4F: 3 clusters Score -1081685 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1082251.625000 Penalty: 4561.234863
	Iteration 5F: 3 clusters Score -1082252 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1082670.125000 Penalty: 4561.234863
	Iteration 6F: 3 clusters Score -1082670 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1082931.375000 Penalty: 4561.234863
	Iteration 7Q: 3 clusters Score -1082931 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1083080.125000 Penalty: 4561.234863
	Iteration 8Q: 3 clusters Score -1083080 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1083204.375000 Penalty: 4561.234863
	Iteration 9Q: 3 clusters Score -1083204 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1083289.125000 Penalty: 4561.234863
	Iteration 10Q: 3 clusters Score -1083289 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1083353.750000 Penalty: 4561.234863
	Iteration 11Q: 3 clusters Score -1083354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1083410.500000 Penalty: 4561.234863
	Iteration 12Q: 3 clusters Score -1083410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1083491.750000 Penalty: 4561.234863
	Iteration 13Q: 3 clusters Score -1083492 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1083570.500000 Penalty: 4561.234863
	Iteration 14Q: 3 clusters Score -1083570 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1083615.125000 Penalty: 4561.234863
	Iteration 15Q: 3 clusters Score -1083615 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1083648.125000 Penalty: 4561.234863
	Iteration 16Q: 3 clusters Score -1083648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1083681.750000 Penalty: 4561.234863
	Iteration 17Q: 3 clusters Score -1083682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1083708.625000 Penalty: 4561.234863
	Iteration 18Q: 3 clusters Score -1083709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1083722.500000 Penalty: 4561.234863
	Iteration 19Q: 3 clusters Score -1083722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1083739.500000 Penalty: 4561.234863
	Iteration 20F: 3 clusters Score -1083740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1083749.000000 Penalty: 4561.234863
	Iteration 21Q: 3 clusters Score -1083749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1083758.625000 Penalty: 4561.234863
	Iteration 22Q: 3 clusters Score -1083759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1083765.750000 Penalty: 4561.234863
	Iteration 23Q: 3 clusters Score -1083766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1083772.500000 Penalty: 4561.234863
	Iteration 24Q: 3 clusters Score -1083772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1083774.625000 Penalty: 4561.234863
	Iteration 25Q: 3 clusters Score -1083775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1083773.250000 Penalty: 4561.234863
	Iteration 26Q: 3 clusters Score -1083773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1083773.250000 Penalty: 4561.234863
	Iteration 27Q: 3 clusters Score -1083773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1083773.250000 Penalty: 4561.234863
	Iteration 28F: 3 clusters Score -1083773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (173203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173203 members 
Entering Unmasked Estep 
Score: -20063896.000000 Penalty: 2991.430420
	Iteration 0F: 2 clusters Score -2.00639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 86334 members 
Entering Unmasked Estep 
Score: -19948504.000000 Penalty: 5982.860840
	Iteration 0F: 3 clusters Score -1.99485e+07 nChanged 82913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90350 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -19997282.000000 Penalty: 5982.860840
	Iteration 1F: 3 clusters Score -1.999728e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92714 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -19998764.000000 Penalty: 5982.860840
	Iteration 2Q: 3 clusters Score -1.999876e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -20000526.000000 Penalty: 5982.860840
	Iteration 3Q: 3 clusters Score -2.000053e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101750 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -20003018.000000 Penalty: 5982.860840
	Iteration 4Q: 3 clusters Score -2.000302e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -20007164.000000 Penalty: 5982.860840
	Iteration 5F: 3 clusters Score -2.000716e+07 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121170 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
Score: -20014664.000000 Penalty: 5982.860840
	Iteration 6F: 3 clusters Score -2.001466e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135884 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -20026628.000000 Penalty: 5982.860840
	Iteration 7F: 3 clusters Score -2.002663e+07 nChanged 15689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151563 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -20041444.000000 Penalty: 5982.860840
	Iteration 8F: 3 clusters Score -2.004144e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163545 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -20053002.000000 Penalty: 5982.860840
	Iteration 9F: 3 clusters Score -2.0053e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -20058464.000000 Penalty: 5982.860840
	Iteration 10Q: 3 clusters Score -2.005846e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20060136.000000 Penalty: 5982.860840
	Iteration 11Q: 3 clusters Score -2.006014e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172460 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -20060776.000000 Penalty: 5982.860840
	Iteration 12Q: 3 clusters Score -2.006078e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172665 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20061038.000000 Penalty: 5982.860840
	Iteration 13Q: 3 clusters Score -2.006104e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172729 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -20061150.000000 Penalty: 5982.860840
	Iteration 14Q: 3 clusters Score -2.006115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172763 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20061234.000000 Penalty: 5982.860840
	Iteration 15Q: 3 clusters Score -2.006123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172770 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -20061252.000000 Penalty: 5982.860840
	Iteration 16Q: 3 clusters Score -2.006125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172783 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -20061280.000000 Penalty: 5982.860840
	Iteration 17Q: 3 clusters Score -2.006128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20061298.000000 Penalty: 5982.860840
	Iteration 18Q: 3 clusters Score -2.00613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172792 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20061314.000000 Penalty: 5982.860840
	Iteration 19Q: 3 clusters Score -2.006131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172798 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20061340.000000 Penalty: 5982.860840
	Iteration 20F: 3 clusters Score -2.006134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172800 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20061334.000000 Penalty: 5982.860840
	Iteration 21Q: 3 clusters Score -2.006133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20061344.000000 Penalty: 5982.860840
	Iteration 22Q: 3 clusters Score -2.006134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -20061352.000000 Penalty: 5982.860840
	Iteration 23Q: 3 clusters Score -2.006135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172804 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -20061376.000000 Penalty: 5982.860840
	Iteration 24Q: 3 clusters Score -2.006138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172804 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -20061372.000000 Penalty: 5982.860840
	Iteration 25Q: 3 clusters Score -2.006137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172805 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20061382.000000 Penalty: 5982.860840
	Iteration 26Q: 3 clusters Score -2.006138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20061380.000000 Penalty: 5982.860840
	Iteration 27Q: 3 clusters Score -2.006138e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172808 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20061386.000000 Penalty: 5982.860840
	Iteration 28Q: 3 clusters Score -2.006139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172810 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20061404.000000 Penalty: 5982.860840
	Iteration 29Q: 3 clusters Score -2.00614e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172813 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20061412.000000 Penalty: 5982.860840
	Iteration 30Q: 3 clusters Score -2.006141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20061400.000000 Penalty: 5982.860840
	Iteration 31Q: 3 clusters Score -2.00614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20061402.000000 Penalty: 5982.860840
	Iteration 32Q: 3 clusters Score -2.00614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20061402.000000 Penalty: 5982.860840
	Iteration 33F: 3 clusters Score -2.00614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (123614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Entering Unmasked Estep 
Score: -14360764.000000 Penalty: 2907.780029
	Iteration 0F: 2 clusters Score -1.436076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -14278460.000000 Penalty: 5815.560059
	Iteration 0F: 3 clusters Score -1.427846e+07 nChanged 58606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67583 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -14312228.000000 Penalty: 5815.560059
	Iteration 1F: 3 clusters Score -1.431223e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -14313932.000000 Penalty: 5815.560059
	Iteration 2Q: 3 clusters Score -1.431393e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -14316804.000000 Penalty: 5815.560059
	Iteration 3F: 3 clusters Score -1.43168e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84766 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -14322298.000000 Penalty: 5815.560059
	Iteration 4F: 3 clusters Score -1.43223e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -14330875.000000 Penalty: 5815.560059
	Iteration 5F: 3 clusters Score -1.433088e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -14341752.000000 Penalty: 5815.560059
	Iteration 6F: 3 clusters Score -1.434175e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -14350611.000000 Penalty: 5815.560059
	Iteration 7F: 3 clusters Score -1.435061e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120283 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -14355375.000000 Penalty: 5815.560059
	Iteration 8Q: 3 clusters Score -1.435538e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -14357182.000000 Penalty: 5815.560059
	Iteration 9Q: 3 clusters Score -1.435718e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122984 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14357737.000000 Penalty: 5815.560059
	Iteration 10Q: 3 clusters Score -1.435774e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123192 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14357974.000000 Penalty: 5815.560059
	Iteration 11Q: 3 clusters Score -1.435797e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14358070.000000 Penalty: 5815.560059
	Iteration 12Q: 3 clusters Score -1.435807e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14358116.000000 Penalty: 5815.560059
	Iteration 13Q: 3 clusters Score -1.435812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123324 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -14358152.000000 Penalty: 5815.560059
	Iteration 14Q: 3 clusters Score -1.435815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14358171.000000 Penalty: 5815.560059
	Iteration 15Q: 3 clusters Score -1.435817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14358201.000000 Penalty: 5815.560059
	Iteration 16Q: 3 clusters Score -1.43582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123338 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14358208.000000 Penalty: 5815.560059
	Iteration 17Q: 3 clusters Score -1.435821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14358218.000000 Penalty: 5815.560059
	Iteration 18Q: 3 clusters Score -1.435822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14358212.000000 Penalty: 5815.560059
	Iteration 19Q: 3 clusters Score -1.435821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14358220.000000 Penalty: 5815.560059
	Iteration 20F: 3 clusters Score -1.435822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Entering Unmasked Estep 
Score: -2601697.000000 Penalty: 2486.089355
	Iteration 0F: 2 clusters Score -2601697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2585966.250000 Penalty: 4972.178711
	Iteration 0F: 3 clusters Score -2585966 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2591416.000000 Penalty: 4972.178711
	Iteration 1F: 3 clusters Score -2591416 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2591876.500000 Penalty: 4972.178711
	Iteration 2F: 3 clusters Score -2591876 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2592200.250000 Penalty: 4972.178711
	Iteration 3Q: 3 clusters Score -2592200 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2592469.500000 Penalty: 4972.178711
	Iteration 4Q: 3 clusters Score -2592470 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2592699.250000 Penalty: 4972.178711
	Iteration 5Q: 3 clusters Score -2592699 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2592898.500000 Penalty: 4972.178711
	Iteration 6Q: 3 clusters Score -2592898 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2593131.750000 Penalty: 4972.178711
	Iteration 7Q: 3 clusters Score -2593132 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2593377.500000 Penalty: 4972.178711
	Iteration 8Q: 3 clusters Score -2593378 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2593648.500000 Penalty: 4972.178711
	Iteration 9Q: 3 clusters Score -2593648 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2593973.250000 Penalty: 4972.178711
	Iteration 10Q: 3 clusters Score -2593973 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2594375.500000 Penalty: 4972.178711
	Iteration 11Q: 3 clusters Score -2594376 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2594853.250000 Penalty: 4972.178711
	Iteration 12Q: 3 clusters Score -2594853 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2595409.000000 Penalty: 4972.178711
	Iteration 13Q: 3 clusters Score -2595409 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2595957.250000 Penalty: 4972.178711
	Iteration 14Q: 3 clusters Score -2595957 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2596418.500000 Penalty: 4972.178711
	Iteration 15Q: 3 clusters Score -2596418 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2596679.500000 Penalty: 4972.178711
	Iteration 16Q: 3 clusters Score -2596680 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2596850.500000 Penalty: 4972.178711
	Iteration 17Q: 3 clusters Score -2596850 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2596956.500000 Penalty: 4972.178711
	Iteration 18Q: 3 clusters Score -2596956 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2597039.250000 Penalty: 4972.178711
	Iteration 19Q: 3 clusters Score -2597039 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2597093.250000 Penalty: 4972.178711
	Iteration 20F: 3 clusters Score -2597093 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2597146 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2597252 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2597378 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2597434 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2597505.250000 Penalty: 4972.178711
	Iteration 27Q: 3 clusters Score -2597505 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2597582 nChanged 242
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Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2597655 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2597766 nChanged 292
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Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2597878 nChanged 331
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Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2598019 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2598165 nChanged 329
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Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2598299 nChanged 289
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Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2598426 nChanged 264
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2598538 nChanged 270
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Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2598650 nChanged 240
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Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2598735 nChanged 190
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Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2598793 nChanged 162
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Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2598845.500000 Penalty: 4972.178711
	Iteration 40F: 3 clusters Score -2598846 nChanged 152
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Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2598889 nChanged 143
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Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2598919 nChanged 133
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Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2598951 nChanged 110
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Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2598988 nChanged 116
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Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2599008.250000 Penalty: 4972.178711
	Iteration 45Q: 3 clusters Score -2599008 nChanged 98
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Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2599044 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2599060 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2599062.250000 Penalty: 4972.178711
	Iteration 48Q: 3 clusters Score -2599062 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2599071.500000 Penalty: 4972.178711
	Iteration 49Q: 3 clusters Score -2599072 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2599072 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2599101.500000 Penalty: 4972.178711
	Iteration 51Q: 3 clusters Score -2599102 nChanged 55
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Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2599106 nChanged 58
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Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2599114.750000 Penalty: 4972.178711
	Iteration 53Q: 3 clusters Score -2599115 nChanged 65
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Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2599117.250000 Penalty: 4972.178711
	Iteration 54Q: 3 clusters Score -2599117 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2599141.250000 Penalty: 4972.178711
	Iteration 55Q: 3 clusters Score -2599141 nChanged 77
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Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2599168 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2599192 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2599195 nChanged 69
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Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2599207.250000 Penalty: 4972.178711
	Iteration 59Q: 3 clusters Score -2599207 nChanged 84
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Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2599228 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2599245.000000 Penalty: 4972.178711
	Iteration 61Q: 3 clusters Score -2599245 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2599254.250000 Penalty: 4972.178711
	Iteration 62Q: 3 clusters Score -2599254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2599261 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2599278.250000 Penalty: 4972.178711
	Iteration 64Q: 3 clusters Score -2599278 nChanged 67
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Mstep: Class 1 contains 17181 members 
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Entering Unmasked Estep 
Score: -2599290.250000 Penalty: 4972.178711
	Iteration 65Q: 3 clusters Score -2599290 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2599309 nChanged 71
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Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2599333 nChanged 57
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Mstep: Class 1 contains 17381 members 
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Entering Unmasked Estep 
Score: -2599341.750000 Penalty: 4972.178711
	Iteration 68Q: 3 clusters Score -2599342 nChanged 49
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Mstep: Class 1 contains 17430 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2599340 nChanged 40
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Mstep: Class 1 contains 17470 members 
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Entering Unmasked Estep 
Score: -2599348.500000 Penalty: 4972.178711
	Iteration 70Q: 3 clusters Score -2599348 nChanged 41
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Mstep: Class 1 contains 17511 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2599349 nChanged 50
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2599358 nChanged 52
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Mstep: Class 1 contains 17613 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2599364 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2599368 nChanged 51
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Mstep: Class 1 contains 17717 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2599378 nChanged 40
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Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2599384 nChanged 42
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Mstep: Class 1 contains 17799 members 
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Entering Unmasked Estep 
Score: -2599391.250000 Penalty: 4972.178711
	Iteration 77Q: 3 clusters Score -2599391 nChanged 43
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Mstep: Class 1 contains 17840 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2599394 nChanged 46
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Mstep: Class 1 contains 17886 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2599399 nChanged 44
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Mstep: Class 1 contains 17930 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2599408 nChanged 44
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Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2599422 nChanged 55
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Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2599431 nChanged 43
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Mstep: Class 1 contains 18072 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2599434 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2599444 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2599452 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 4375 members 
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	Iteration 86Q: 3 clusters Score -2599460 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2599463 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18284 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2599472 nChanged 48
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Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2599478 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2599485.000000 Penalty: 4972.178711
	Iteration 90Q: 3 clusters Score -2599485 nChanged 41
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Mstep: Class 1 contains 18417 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2599493 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2599507.250000 Penalty: 4972.178711
	Iteration 92Q: 3 clusters Score -2599507 nChanged 33
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Mstep: Class 1 contains 18486 members 
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	Iteration 93Q: 3 clusters Score -2599518 nChanged 32
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Mstep: Class 1 contains 18518 members 
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Entering Unmasked Estep 
Score: -2599520.250000 Penalty: 4972.178711
	Iteration 94Q: 3 clusters Score -2599520 nChanged 24
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Mstep: Class 1 contains 18542 members 
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Entering Unmasked Estep 
Score: -2599523.500000 Penalty: 4972.178711
	Iteration 95Q: 3 clusters Score -2599524 nChanged 17
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Mstep: Class 1 contains 18559 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2599520 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18572 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2599530 nChanged 16
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Mstep: Class 1 contains 18588 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2599529 nChanged 17
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Mstep: Class 1 contains 18605 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2599530 nChanged 13
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Mstep: Class 1 contains 18618 members 
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Entering Unmasked Estep 
Score: -2599531.250000 Penalty: 4972.178711
	Iteration 100F: 3 clusters Score -2599531 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18639 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2599538 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2599532 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2599542.250000 Penalty: 4972.178711
	Iteration 103Q: 3 clusters Score -2599542 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2599539 nChanged 22
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Mstep: Class 1 contains 18729 members 
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Entering Unmasked Estep 
Score: -2599545.750000 Penalty: 4972.178711
	Iteration 105Q: 3 clusters Score -2599546 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2599549.250000 Penalty: 4972.178711
	Iteration 106Q: 3 clusters Score -2599549 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18763 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2599548 nChanged 13
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Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2599544.750000 Penalty: 4972.178711
	Iteration 108Q: 3 clusters Score -2599545 nChanged 16
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Mstep: Class 1 contains 18792 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2599548 nChanged 8
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Mstep: Class 1 contains 18800 members 
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Entering Unmasked Estep 
Score: -2599553.750000 Penalty: 4972.178711
	Iteration 110Q: 3 clusters Score -2599554 nChanged 12
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Mstep: Class 1 contains 18812 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2599554 nChanged 18
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Mstep: Class 1 contains 18830 members 
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Entering Unmasked Estep 
Score: -2599556.750000 Penalty: 4972.178711
	Iteration 112Q: 3 clusters Score -2599557 nChanged 25
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Mstep: Class 1 contains 18855 members 
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Entering Unmasked Estep 
Score: -2599561.000000 Penalty: 4972.178711
	Iteration 113Q: 3 clusters Score -2599561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2599565.000000 Penalty: 4972.178711
	Iteration 114Q: 3 clusters Score -2599565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2599566.250000 Penalty: 4972.178711
	Iteration 115Q: 3 clusters Score -2599566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2599570.000000 Penalty: 4972.178711
	Iteration 116Q: 3 clusters Score -2599570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2599574.750000 Penalty: 4972.178711
	Iteration 117Q: 3 clusters Score -2599575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2599572.500000 Penalty: 4972.178711
	Iteration 118Q: 3 clusters Score -2599572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2599577.250000 Penalty: 4972.178711
	Iteration 119Q: 3 clusters Score -2599577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2599575.250000 Penalty: 4972.178711
	Iteration 120F: 3 clusters Score -2599575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2599580.000000 Penalty: 4972.178711
	Iteration 121Q: 3 clusters Score -2599580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2599580.750000 Penalty: 4972.178711
	Iteration 122Q: 3 clusters Score -2599581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2599581.250000 Penalty: 4972.178711
	Iteration 123Q: 3 clusters Score -2599581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2599582.750000 Penalty: 4972.178711
	Iteration 124Q: 3 clusters Score -2599583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2599581.500000 Penalty: 4972.178711
	Iteration 125Q: 3 clusters Score -2599582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2599586.750000 Penalty: 4972.178711
	Iteration 126Q: 3 clusters Score -2599587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2599584.750000 Penalty: 4972.178711
	Iteration 127Q: 3 clusters Score -2599585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2599584.750000 Penalty: 4972.178711
	Iteration 128Q: 3 clusters Score -2599585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2599594.500000 Penalty: 4972.178711
	Iteration 129Q: 3 clusters Score -2599594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2599592.250000 Penalty: 4972.178711
	Iteration 130Q: 3 clusters Score -2599592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2599591.750000 Penalty: 4972.178711
	Iteration 131Q: 3 clusters Score -2599592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2599597.750000 Penalty: 4972.178711
	Iteration 132Q: 3 clusters Score -2599598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2599592.500000 Penalty: 4972.178711
	Iteration 133Q: 3 clusters Score -2599592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2599594.000000 Penalty: 4972.178711
	Iteration 134Q: 3 clusters Score -2599594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2599596.000000 Penalty: 4972.178711
	Iteration 135Q: 3 clusters Score -2599596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2599596.250000 Penalty: 4972.178711
	Iteration 136Q: 3 clusters Score -2599596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2599595.250000 Penalty: 4972.178711
	Iteration 137Q: 3 clusters Score -2599595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2599593.750000 Penalty: 4972.178711
	Iteration 138Q: 3 clusters Score -2599594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2599596.250000 Penalty: 4972.178711
	Iteration 139Q: 3 clusters Score -2599596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2599595.500000 Penalty: 4972.178711
	Iteration 140F: 3 clusters Score -2599596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2599594.000000 Penalty: 4972.178711
	Iteration 141Q: 3 clusters Score -2599594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2599593.000000 Penalty: 4972.178711
	Iteration 142Q: 3 clusters Score -2599593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2599592.250000 Penalty: 4972.178711
	Iteration 143Q: 3 clusters Score -2599592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2599591.500000 Penalty: 4972.178711
	Iteration 144Q: 3 clusters Score -2599592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2599591.250000 Penalty: 4972.178711
	Iteration 145Q: 3 clusters Score -2599591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2599591.250000 Penalty: 4972.178711
	Iteration 146Q: 3 clusters Score -2599591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2599593.750000 Penalty: 4972.178711
	Iteration 147Q: 3 clusters Score -2599594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2599592.250000 Penalty: 4972.178711
	Iteration 148Q: 3 clusters Score -2599592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2599592.250000 Penalty: 4972.178711
	Iteration 149F: 3 clusters Score -2599592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (237933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237933 members 
Entering Unmasked Estep 
Score: -27865244.000000 Penalty: 3070.176758
	Iteration 0F: 2 clusters Score -2.786524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119064 members 
Mstep: Class 2 contains 118869 members 
Entering Unmasked Estep 
Score: -27719588.000000 Penalty: 6140.353516
	Iteration 0F: 3 clusters Score -2.771959e+07 nChanged 115094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120074 members 
Mstep: Class 2 contains 117859 members 
Entering Unmasked Estep 
Score: -27787058.000000 Penalty: 6140.353516
	Iteration 1F: 3 clusters Score -2.778706e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120351 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -27788226.000000 Penalty: 6140.353516
	Iteration 2Q: 3 clusters Score -2.778823e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120613 members 
Mstep: Class 2 contains 117320 members 
Entering Unmasked Estep 
Score: -27789572.000000 Penalty: 6140.353516
	Iteration 3Q: 3 clusters Score -2.778957e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120789 members 
Mstep: Class 2 contains 117144 members 
Entering Unmasked Estep 
Score: -27791470.000000 Penalty: 6140.353516
	Iteration 4Q: 3 clusters Score -2.779147e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 117039 members 
Entering Unmasked Estep 
Score: -27794148.000000 Penalty: 6140.353516
	Iteration 5Q: 3 clusters Score -2.779415e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121172 members 
Mstep: Class 2 contains 116761 members 
Entering Unmasked Estep 
Score: -27798164.000000 Penalty: 6140.353516
	Iteration 6Q: 3 clusters Score -2.779816e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 116050 members 
Entering Unmasked Estep 
Score: -27803324.000000 Penalty: 6140.353516
	Iteration 7Q: 3 clusters Score -2.780332e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -27808914.000000 Penalty: 6140.353516
	Iteration 8F: 3 clusters Score -2.780891e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126373 members 
Mstep: Class 2 contains 111560 members 
Entering Unmasked Estep 
Score: -27814204.000000 Penalty: 6140.353516
	Iteration 9F: 3 clusters Score -2.78142e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130902 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -27819078.000000 Penalty: 6140.353516
	Iteration 10Q: 3 clusters Score -2.781908e+07 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137158 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -27823208.000000 Penalty: 6140.353516
	Iteration 11Q: 3 clusters Score -2.782321e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145133 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -27827976.000000 Penalty: 6140.353516
	Iteration 12Q: 3 clusters Score -2.782798e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 83088 members 
Entering Unmasked Estep 
Score: -27832664.000000 Penalty: 6140.353516
	Iteration 13Q: 3 clusters Score -2.783266e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -27838300.000000 Penalty: 6140.353516
	Iteration 14Q: 3 clusters Score -2.78383e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177417 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -27843930.000000 Penalty: 6140.353516
	Iteration 15Q: 3 clusters Score -2.784393e+07 nChanged 11339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188756 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -27849252.000000 Penalty: 6140.353516
	Iteration 16Q: 3 clusters Score -2.784925e+07 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199317 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -27853762.000000 Penalty: 6140.353516
	Iteration 17Q: 3 clusters Score -2.785376e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208342 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -27857670.000000 Penalty: 6140.353516
	Iteration 18Q: 3 clusters Score -2.785767e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215570 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -27860360.000000 Penalty: 6140.353516
	Iteration 19Q: 3 clusters Score -2.786036e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221000 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -27862176.000000 Penalty: 6140.353516
	Iteration 20F: 3 clusters Score -2.786218e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224867 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -27863094.000000 Penalty: 6140.353516
	Iteration 21Q: 3 clusters Score -2.786309e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227612 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -27863586.000000 Penalty: 6140.353516
	Iteration 22Q: 3 clusters Score -2.786359e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229519 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -27863970.000000 Penalty: 6140.353516
	Iteration 23Q: 3 clusters Score -2.786397e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230839 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -27864080.000000 Penalty: 6140.353516
	Iteration 24Q: 3 clusters Score -2.786408e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231790 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 25Q: 3 clusters Score -2.78641e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232476 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -27864190.000000 Penalty: 6140.353516
	Iteration 26Q: 3 clusters Score -2.786419e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233023 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -27864146.000000 Penalty: 6140.353516
	Iteration 27Q: 3 clusters Score -2.786415e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233421 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -27864134.000000 Penalty: 6140.353516
	Iteration 28Q: 3 clusters Score -2.786413e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -27864152.000000 Penalty: 6140.353516
	Iteration 29Q: 3 clusters Score -2.786415e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233973 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -27864184.000000 Penalty: 6140.353516
	Iteration 30Q: 3 clusters Score -2.786418e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234164 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -27864160.000000 Penalty: 6140.353516
	Iteration 31Q: 3 clusters Score -2.786416e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234311 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -27864182.000000 Penalty: 6140.353516
	Iteration 32Q: 3 clusters Score -2.786418e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234431 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -27864184.000000 Penalty: 6140.353516
	Iteration 33Q: 3 clusters Score -2.786418e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234524 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -27864154.000000 Penalty: 6140.353516
	Iteration 34Q: 3 clusters Score -2.786415e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234606 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -27864156.000000 Penalty: 6140.353516
	Iteration 35Q: 3 clusters Score -2.786416e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234665 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -27864144.000000 Penalty: 6140.353516
	Iteration 36Q: 3 clusters Score -2.786414e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234711 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -27864172.000000 Penalty: 6140.353516
	Iteration 37Q: 3 clusters Score -2.786417e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234746 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -27864156.000000 Penalty: 6140.353516
	Iteration 38Q: 3 clusters Score -2.786416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234778 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -27864160.000000 Penalty: 6140.353516
	Iteration 39Q: 3 clusters Score -2.786416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234806 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -27864114.000000 Penalty: 6140.353516
	Iteration 40F: 3 clusters Score -2.786411e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234829 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -27864100.000000 Penalty: 6140.353516
	Iteration 41Q: 3 clusters Score -2.78641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234846 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -27864092.000000 Penalty: 6140.353516
	Iteration 42Q: 3 clusters Score -2.786409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234862 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -27864100.000000 Penalty: 6140.353516
	Iteration 43Q: 3 clusters Score -2.78641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234873 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 44Q: 3 clusters Score -2.78641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234882 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 45Q: 3 clusters Score -2.78641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234896 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -27864104.000000 Penalty: 6140.353516
	Iteration 46Q: 3 clusters Score -2.78641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234911 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -27864108.000000 Penalty: 6140.353516
	Iteration 47Q: 3 clusters Score -2.786411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234923 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -27864092.000000 Penalty: 6140.353516
	Iteration 48Q: 3 clusters Score -2.786409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234931 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -27864102.000000 Penalty: 6140.353516
	Iteration 49Q: 3 clusters Score -2.78641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234940 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -27864116.000000 Penalty: 6140.353516
	Iteration 50Q: 3 clusters Score -2.786412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234955 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -27864114.000000 Penalty: 6140.353516
	Iteration 51Q: 3 clusters Score -2.786411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234966 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -27864120.000000 Penalty: 6140.353516
	Iteration 52Q: 3 clusters Score -2.786412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234977 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -27864136.000000 Penalty: 6140.353516
	Iteration 53Q: 3 clusters Score -2.786414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234990 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -27864114.000000 Penalty: 6140.353516
	Iteration 54Q: 3 clusters Score -2.786411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235002 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -27864112.000000 Penalty: 6140.353516
	Iteration 55Q: 3 clusters Score -2.786411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235014 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 56Q: 3 clusters Score -2.78641e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235027 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -27864110.000000 Penalty: 6140.353516
	Iteration 57Q: 3 clusters Score -2.786411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235037 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 58Q: 3 clusters Score -2.78641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235051 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -27864106.000000 Penalty: 6140.353516
	Iteration 59Q: 3 clusters Score -2.786411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235065 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -27864102.000000 Penalty: 6140.353516
	Iteration 60F: 3 clusters Score -2.78641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235075 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -27864102.000000 Penalty: 6140.353516
	Iteration 61Q: 3 clusters Score -2.78641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235084 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -27864106.000000 Penalty: 6140.353516
	Iteration 62Q: 3 clusters Score -2.786411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235090 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -27864108.000000 Penalty: 6140.353516
	Iteration 63Q: 3 clusters Score -2.786411e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235098 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -27864120.000000 Penalty: 6140.353516
	Iteration 64Q: 3 clusters Score -2.786412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235109 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -27864102.000000 Penalty: 6140.353516
	Iteration 65Q: 3 clusters Score -2.78641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235117 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 66Q: 3 clusters Score -2.78641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235118 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -27864094.000000 Penalty: 6140.353516
	Iteration 67Q: 3 clusters Score -2.786409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235127 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -27864082.000000 Penalty: 6140.353516
	Iteration 68Q: 3 clusters Score -2.786408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235137 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -27864094.000000 Penalty: 6140.353516
	Iteration 69Q: 3 clusters Score -2.786409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235151 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -27864096.000000 Penalty: 6140.353516
	Iteration 70Q: 3 clusters Score -2.78641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235165 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -27864104.000000 Penalty: 6140.353516
	Iteration 71Q: 3 clusters Score -2.78641e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235179 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -27864116.000000 Penalty: 6140.353516
	Iteration 72Q: 3 clusters Score -2.786412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235191 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -27864086.000000 Penalty: 6140.353516
	Iteration 73Q: 3 clusters Score -2.786409e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235200 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -27864094.000000 Penalty: 6140.353516
	Iteration 74Q: 3 clusters Score -2.786409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235207 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -27864100.000000 Penalty: 6140.353516
	Iteration 75Q: 3 clusters Score -2.78641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235213 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 76Q: 3 clusters Score -2.78641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235220 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -27864080.000000 Penalty: 6140.353516
	Iteration 77Q: 3 clusters Score -2.786408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235224 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 78Q: 3 clusters Score -2.78641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235227 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -27864086.000000 Penalty: 6140.353516
	Iteration 79Q: 3 clusters Score -2.786409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235227 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -27864088.000000 Penalty: 6140.353516
	Iteration 80F: 3 clusters Score -2.786409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235225 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -27864096.000000 Penalty: 6140.353516
	Iteration 81Q: 3 clusters Score -2.78641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235225 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -27864090.000000 Penalty: 6140.353516
	Iteration 82Q: 3 clusters Score -2.786409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235227 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -27864102.000000 Penalty: 6140.353516
	Iteration 83Q: 3 clusters Score -2.78641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235229 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -27864100.000000 Penalty: 6140.353516
	Iteration 84Q: 3 clusters Score -2.78641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235229 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -27864108.000000 Penalty: 6140.353516
	Iteration 85Q: 3 clusters Score -2.786411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235231 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -27864100.000000 Penalty: 6140.353516
	Iteration 86Q: 3 clusters Score -2.78641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235234 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -27864094.000000 Penalty: 6140.353516
	Iteration 87Q: 3 clusters Score -2.786409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235238 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -27864090.000000 Penalty: 6140.353516
	Iteration 88Q: 3 clusters Score -2.786409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235240 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -27864112.000000 Penalty: 6140.353516
	Iteration 89Q: 3 clusters Score -2.786411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235241 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -27864104.000000 Penalty: 6140.353516
	Iteration 90Q: 3 clusters Score -2.78641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235246 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -27864100.000000 Penalty: 6140.353516
	Iteration 91Q: 3 clusters Score -2.78641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235253 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -27864090.000000 Penalty: 6140.353516
	Iteration 92Q: 3 clusters Score -2.786409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235259 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27864096.000000 Penalty: 6140.353516
	Iteration 93Q: 3 clusters Score -2.78641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235260 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -27864094.000000 Penalty: 6140.353516
	Iteration 94Q: 3 clusters Score -2.786409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235262 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 95Q: 3 clusters Score -2.78641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235263 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -27864104.000000 Penalty: 6140.353516
	Iteration 96Q: 3 clusters Score -2.78641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235264 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -27864092.000000 Penalty: 6140.353516
	Iteration 97Q: 3 clusters Score -2.786409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235266 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -27864078.000000 Penalty: 6140.353516
	Iteration 98Q: 3 clusters Score -2.786408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235267 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -27864088.000000 Penalty: 6140.353516
	Iteration 99Q: 3 clusters Score -2.786409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235268 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 100F: 3 clusters Score -2.78641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235269 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -27864086.000000 Penalty: 6140.353516
	Iteration 101Q: 3 clusters Score -2.786409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235269 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -27864078.000000 Penalty: 6140.353516
	Iteration 102Q: 3 clusters Score -2.786408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235270 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -27864074.000000 Penalty: 6140.353516
	Iteration 103Q: 3 clusters Score -2.786407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235273 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -27864098.000000 Penalty: 6140.353516
	Iteration 104Q: 3 clusters Score -2.78641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235273 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -27864096.000000 Penalty: 6140.353516
	Iteration 105Q: 3 clusters Score -2.78641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235274 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -27864096.000000 Penalty: 6140.353516
	Iteration 106Q: 3 clusters Score -2.78641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235274 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -27864100.000000 Penalty: 6140.353516
	Iteration 107Q: 3 clusters Score -2.78641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235273 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -27864106.000000 Penalty: 6140.353516
	Iteration 108Q: 3 clusters Score -2.786411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235273 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -27864106.000000 Penalty: 6140.353516
	Iteration 109F: 3 clusters Score -2.786411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -91986.679688 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -91986.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -90178.867188 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -90178.87 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90435.718750 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -90435.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90563.968750 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -90563.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -90661.156250 Penalty: 3348.546387
	Iteration 3F: 3 clusters Score -90661.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90806.421875 Penalty: 3348.546387
	Iteration 4Q: 3 clusters Score -90806.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90896.460938 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -90896.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -90953.375000 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -90953.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -90999.046875 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -90999.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -91033.851562 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -91033.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -91053.898438 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -91053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91097.703125 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -91097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91123.687500 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -91123.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91137.742188 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -91137.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91152.687500 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -91152.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91156.976562 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -91156.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91159.773438 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -91159.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91161.890625 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -91161.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91164.304688 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -91164.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -91164.343750 Penalty: 3348.546387
	Iteration 18F: 3 clusters Score -91164.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91169.656250 Penalty: 3348.546387
	Iteration 19Q: 3 clusters Score -91169.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -91169.656250 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -91169.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Entering Unmasked Estep 
Score: -1034000.625000 Penalty: 2270.475830
	Iteration 0F: 2 clusters Score -1034001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1026643.875000 Penalty: 4540.951660
	Iteration 0F: 3 clusters Score -1026644 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1028795.375000 Penalty: 4540.951660
	Iteration 1F: 3 clusters Score -1028795 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1029117.375000 Penalty: 4540.951660
	Iteration 2F: 3 clusters Score -1029117 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1029341.500000 Penalty: 4540.951660
	Iteration 3F: 3 clusters Score -1029342 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1029532.875000 Penalty: 4540.951660
	Iteration 4Q: 3 clusters Score -1029533 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1029703.000000 Penalty: 4540.951660
	Iteration 5Q: 3 clusters Score -1029703 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1029887.312500 Penalty: 4540.951660
	Iteration 6Q: 3 clusters Score -1029887 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1030108.875000 Penalty: 4540.951660
	Iteration 7Q: 3 clusters Score -1030109 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1030346.000000 Penalty: 4540.951660
	Iteration 8Q: 3 clusters Score -1030346 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1030643.812500 Penalty: 4540.951660
	Iteration 9Q: 3 clusters Score -1030644 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1030957.250000 Penalty: 4540.951660
	Iteration 10Q: 3 clusters Score -1030957 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1031249.125000 Penalty: 4540.951660
	Iteration 11Q: 3 clusters Score -1031249 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1031494.437500 Penalty: 4540.951660
	Iteration 12Q: 3 clusters Score -1031494 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1031729.812500 Penalty: 4540.951660
	Iteration 13Q: 3 clusters Score -1031730 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1031918.625000 Penalty: 4540.951660
	Iteration 14Q: 3 clusters Score -1031919 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1032064.750000 Penalty: 4540.951660
	Iteration 15Q: 3 clusters Score -1032065 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1032163.187500 Penalty: 4540.951660
	Iteration 16Q: 3 clusters Score -1032163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1032216.500000 Penalty: 4540.951660
	Iteration 17Q: 3 clusters Score -1032216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1032254.000000 Penalty: 4540.951660
	Iteration 18Q: 3 clusters Score -1032254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1032288.750000 Penalty: 4540.951660
	Iteration 19Q: 3 clusters Score -1032289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1032318.875000 Penalty: 4540.951660
	Iteration 20F: 3 clusters Score -1032319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1032337.875000 Penalty: 4540.951660
	Iteration 21Q: 3 clusters Score -1032338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1032352.375000 Penalty: 4540.951660
	Iteration 22Q: 3 clusters Score -1032352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1032363.125000 Penalty: 4540.951660
	Iteration 23Q: 3 clusters Score -1032363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1032375.000000 Penalty: 4540.951660
	Iteration 24Q: 3 clusters Score -1032375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1032390.500000 Penalty: 4540.951660
	Iteration 25Q: 3 clusters Score -1032390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1032402.500000 Penalty: 4540.951660
	Iteration 26Q: 3 clusters Score -1032402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1032416.937500 Penalty: 4540.951660
	Iteration 27Q: 3 clusters Score -1032417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1032423.562500 Penalty: 4540.951660
	Iteration 28Q: 3 clusters Score -1032424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1032431.625000 Penalty: 4540.951660
	Iteration 29Q: 3 clusters Score -1032432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1032436.687500 Penalty: 4540.951660
	Iteration 30Q: 3 clusters Score -1032437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1032441.562500 Penalty: 4540.951660
	Iteration 31Q: 3 clusters Score -1032442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1032443.125000 Penalty: 4540.951660
	Iteration 32Q: 3 clusters Score -1032443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1032445.875000 Penalty: 4540.951660
	Iteration 33Q: 3 clusters Score -1032446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1032446.750000 Penalty: 4540.951660
	Iteration 34Q: 3 clusters Score -1032447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1032445.250000 Penalty: 4540.951660
	Iteration 35Q: 3 clusters Score -1032445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1032445.250000 Penalty: 4540.951660
	Iteration 36F: 3 clusters Score -1032445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (246074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246074 members 
Entering Unmasked Estep 
Score: -28717890.000000 Penalty: 3078.520020
	Iteration 0F: 2 clusters Score -2.871789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -28572648.000000 Penalty: 6157.040039
	Iteration 0F: 3 clusters Score -2.857265e+07 nChanged 119021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124443 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -28644068.000000 Penalty: 6157.040039
	Iteration 1F: 3 clusters Score -2.864407e+07 nChanged 8188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124751 members 
Mstep: Class 2 contains 121323 members 
Entering Unmasked Estep 
Score: -28646246.000000 Penalty: 6157.040039
	Iteration 2Q: 3 clusters Score -2.864625e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 121312 members 
Entering Unmasked Estep 
Score: -28649834.000000 Penalty: 6157.040039
	Iteration 3Q: 3 clusters Score -2.864983e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 121421 members 
Entering Unmasked Estep 
Score: -28654494.000000 Penalty: 6157.040039
	Iteration 4Q: 3 clusters Score -2.865449e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124791 members 
Mstep: Class 2 contains 121283 members 
Entering Unmasked Estep 
Score: -28660636.000000 Penalty: 6157.040039
	Iteration 5F: 3 clusters Score -2.866064e+07 nChanged 13181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125698 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -28666670.000000 Penalty: 6157.040039
	Iteration 6F: 3 clusters Score -2.866667e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127656 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -28671450.000000 Penalty: 6157.040039
	Iteration 7F: 3 clusters Score -2.867145e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130922 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -28675760.000000 Penalty: 6157.040039
	Iteration 8Q: 3 clusters Score -2.867576e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135827 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -28679444.000000 Penalty: 6157.040039
	Iteration 9Q: 3 clusters Score -2.867944e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142316 members 
Mstep: Class 2 contains 103758 members 
Entering Unmasked Estep 
Score: -28682726.000000 Penalty: 6157.040039
	Iteration 10Q: 3 clusters Score -2.868273e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150419 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -28686438.000000 Penalty: 6157.040039
	Iteration 11Q: 3 clusters Score -2.868644e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160104 members 
Mstep: Class 2 contains 85970 members 
Entering Unmasked Estep 
Score: -28690986.000000 Penalty: 6157.040039
	Iteration 12Q: 3 clusters Score -2.869099e+07 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170953 members 
Mstep: Class 2 contains 75121 members 
Entering Unmasked Estep 
Score: -28695990.000000 Penalty: 6157.040039
	Iteration 13Q: 3 clusters Score -2.869599e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182471 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -28700914.000000 Penalty: 6157.040039
	Iteration 14Q: 3 clusters Score -2.870091e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193884 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -28705754.000000 Penalty: 6157.040039
	Iteration 15Q: 3 clusters Score -2.870575e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204367 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -28709800.000000 Penalty: 6157.040039
	Iteration 16Q: 3 clusters Score -2.87098e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213429 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -28712756.000000 Penalty: 6157.040039
	Iteration 17Q: 3 clusters Score -2.871276e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220662 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -28714936.000000 Penalty: 6157.040039
	Iteration 18Q: 3 clusters Score -2.871494e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226188 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -28715928.000000 Penalty: 6157.040039
	Iteration 19Q: 3 clusters Score -2.871593e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230445 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -28716592.000000 Penalty: 6157.040039
	Iteration 20F: 3 clusters Score -2.871659e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233568 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -28716946.000000 Penalty: 6157.040039
	Iteration 21Q: 3 clusters Score -2.871695e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235823 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -28717216.000000 Penalty: 6157.040039
	Iteration 22Q: 3 clusters Score -2.871722e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237455 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -28717396.000000 Penalty: 6157.040039
	Iteration 23Q: 3 clusters Score -2.87174e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238580 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -28717368.000000 Penalty: 6157.040039
	Iteration 24Q: 3 clusters Score -2.871737e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239436 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -28717370.000000 Penalty: 6157.040039
	Iteration 25Q: 3 clusters Score -2.871737e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240077 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -28717330.000000 Penalty: 6157.040039
	Iteration 26Q: 3 clusters Score -2.871733e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240550 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -28717334.000000 Penalty: 6157.040039
	Iteration 27Q: 3 clusters Score -2.871733e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240906 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -28717296.000000 Penalty: 6157.040039
	Iteration 28Q: 3 clusters Score -2.87173e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241194 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -28717250.000000 Penalty: 6157.040039
	Iteration 29Q: 3 clusters Score -2.871725e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241413 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -28717294.000000 Penalty: 6157.040039
	Iteration 30Q: 3 clusters Score -2.871729e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241607 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -28717310.000000 Penalty: 6157.040039
	Iteration 31Q: 3 clusters Score -2.871731e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241764 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -28717276.000000 Penalty: 6157.040039
	Iteration 32Q: 3 clusters Score -2.871728e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241923 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -28717264.000000 Penalty: 6157.040039
	Iteration 33Q: 3 clusters Score -2.871726e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242045 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -28717254.000000 Penalty: 6157.040039
	Iteration 34Q: 3 clusters Score -2.871725e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242148 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -28717232.000000 Penalty: 6157.040039
	Iteration 35Q: 3 clusters Score -2.871723e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242235 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -28717176.000000 Penalty: 6157.040039
	Iteration 36Q: 3 clusters Score -2.871718e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242303 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -28717184.000000 Penalty: 6157.040039
	Iteration 37Q: 3 clusters Score -2.871718e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242365 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -28717148.000000 Penalty: 6157.040039
	Iteration 38Q: 3 clusters Score -2.871715e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242439 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -28717098.000000 Penalty: 6157.040039
	Iteration 39Q: 3 clusters Score -2.87171e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242503 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -28717126.000000 Penalty: 6157.040039
	Iteration 40F: 3 clusters Score -2.871713e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242561 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -28717140.000000 Penalty: 6157.040039
	Iteration 41Q: 3 clusters Score -2.871714e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242613 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -28717142.000000 Penalty: 6157.040039
	Iteration 42Q: 3 clusters Score -2.871714e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242657 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -28717104.000000 Penalty: 6157.040039
	Iteration 43Q: 3 clusters Score -2.87171e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242699 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -28717094.000000 Penalty: 6157.040039
	Iteration 44Q: 3 clusters Score -2.871709e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242724 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -28717084.000000 Penalty: 6157.040039
	Iteration 45Q: 3 clusters Score -2.871708e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242758 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -28717074.000000 Penalty: 6157.040039
	Iteration 46Q: 3 clusters Score -2.871707e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242788 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -28717064.000000 Penalty: 6157.040039
	Iteration 47Q: 3 clusters Score -2.871706e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242808 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -28717072.000000 Penalty: 6157.040039
	Iteration 48Q: 3 clusters Score -2.871707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242830 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -28717102.000000 Penalty: 6157.040039
	Iteration 49Q: 3 clusters Score -2.87171e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242855 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -28717074.000000 Penalty: 6157.040039
	Iteration 50Q: 3 clusters Score -2.871707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242879 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -28717054.000000 Penalty: 6157.040039
	Iteration 51Q: 3 clusters Score -2.871705e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242890 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -28717050.000000 Penalty: 6157.040039
	Iteration 52Q: 3 clusters Score -2.871705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242909 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -28717048.000000 Penalty: 6157.040039
	Iteration 53Q: 3 clusters Score -2.871705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242928 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -28717052.000000 Penalty: 6157.040039
	Iteration 54Q: 3 clusters Score -2.871705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242947 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -28717072.000000 Penalty: 6157.040039
	Iteration 55Q: 3 clusters Score -2.871707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242959 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -28717086.000000 Penalty: 6157.040039
	Iteration 56Q: 3 clusters Score -2.871709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242979 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -28717080.000000 Penalty: 6157.040039
	Iteration 57Q: 3 clusters Score -2.871708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242989 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -28717092.000000 Penalty: 6157.040039
	Iteration 58Q: 3 clusters Score -2.871709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243000 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -28717080.000000 Penalty: 6157.040039
	Iteration 59Q: 3 clusters Score -2.871708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243013 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -28717100.000000 Penalty: 6157.040039
	Iteration 60F: 3 clusters Score -2.87171e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243029 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -28717066.000000 Penalty: 6157.040039
	Iteration 61Q: 3 clusters Score -2.871707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243040 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -28717072.000000 Penalty: 6157.040039
	Iteration 62Q: 3 clusters Score -2.871707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243052 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -28717094.000000 Penalty: 6157.040039
	Iteration 63Q: 3 clusters Score -2.871709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243056 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -28717084.000000 Penalty: 6157.040039
	Iteration 64Q: 3 clusters Score -2.871708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243060 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -28717082.000000 Penalty: 6157.040039
	Iteration 65Q: 3 clusters Score -2.871708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243065 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -28717082.000000 Penalty: 6157.040039
	Iteration 66Q: 3 clusters Score -2.871708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243069 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -28717092.000000 Penalty: 6157.040039
	Iteration 67Q: 3 clusters Score -2.871709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243074 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -28717074.000000 Penalty: 6157.040039
	Iteration 68Q: 3 clusters Score -2.871707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243079 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -28717080.000000 Penalty: 6157.040039
	Iteration 69Q: 3 clusters Score -2.871708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243084 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -28717072.000000 Penalty: 6157.040039
	Iteration 70Q: 3 clusters Score -2.871707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243088 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -28717078.000000 Penalty: 6157.040039
	Iteration 71Q: 3 clusters Score -2.871708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243093 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -28717084.000000 Penalty: 6157.040039
	Iteration 72Q: 3 clusters Score -2.871708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243095 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -28717080.000000 Penalty: 6157.040039
	Iteration 73Q: 3 clusters Score -2.871708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243097 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -28717070.000000 Penalty: 6157.040039
	Iteration 74Q: 3 clusters Score -2.871707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243101 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -28717076.000000 Penalty: 6157.040039
	Iteration 75Q: 3 clusters Score -2.871708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243104 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -28717060.000000 Penalty: 6157.040039
	Iteration 76Q: 3 clusters Score -2.871706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243112 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -28717060.000000 Penalty: 6157.040039
	Iteration 77Q: 3 clusters Score -2.871706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243117 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -28717060.000000 Penalty: 6157.040039
	Iteration 78Q: 3 clusters Score -2.871706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243116 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -28717058.000000 Penalty: 6157.040039
	Iteration 79Q: 3 clusters Score -2.871706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243121 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -28717030.000000 Penalty: 6157.040039
	Iteration 80F: 3 clusters Score -2.871703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243121 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -28717036.000000 Penalty: 6157.040039
	Iteration 81Q: 3 clusters Score -2.871704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243122 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -28717048.000000 Penalty: 6157.040039
	Iteration 82Q: 3 clusters Score -2.871705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243124 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -28717038.000000 Penalty: 6157.040039
	Iteration 83Q: 3 clusters Score -2.871704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243126 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -28717034.000000 Penalty: 6157.040039
	Iteration 84Q: 3 clusters Score -2.871703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243128 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -28717042.000000 Penalty: 6157.040039
	Iteration 85Q: 3 clusters Score -2.871704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243132 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -28717048.000000 Penalty: 6157.040039
	Iteration 86Q: 3 clusters Score -2.871705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243132 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -28717042.000000 Penalty: 6157.040039
	Iteration 87Q: 3 clusters Score -2.871704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243133 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -28717046.000000 Penalty: 6157.040039
	Iteration 88Q: 3 clusters Score -2.871705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243130 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -28717044.000000 Penalty: 6157.040039
	Iteration 89Q: 3 clusters Score -2.871704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243130 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -28717036.000000 Penalty: 6157.040039
	Iteration 90Q: 3 clusters Score -2.871704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243131 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -28717032.000000 Penalty: 6157.040039
	Iteration 91Q: 3 clusters Score -2.871703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243134 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -28717036.000000 Penalty: 6157.040039
	Iteration 92Q: 3 clusters Score -2.871704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243138 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -28717036.000000 Penalty: 6157.040039
	Iteration 93Q: 3 clusters Score -2.871704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243140 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -28717048.000000 Penalty: 6157.040039
	Iteration 94Q: 3 clusters Score -2.871705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243146 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -28717052.000000 Penalty: 6157.040039
	Iteration 95Q: 3 clusters Score -2.871705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243152 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -28717050.000000 Penalty: 6157.040039
	Iteration 96Q: 3 clusters Score -2.871705e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243160 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -28717050.000000 Penalty: 6157.040039
	Iteration 97Q: 3 clusters Score -2.871705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243167 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -28717056.000000 Penalty: 6157.040039
	Iteration 98Q: 3 clusters Score -2.871706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243176 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -28717062.000000 Penalty: 6157.040039
	Iteration 99Q: 3 clusters Score -2.871706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243186 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -28717066.000000 Penalty: 6157.040039
	Iteration 100F: 3 clusters Score -2.871707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243197 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -28717066.000000 Penalty: 6157.040039
	Iteration 101Q: 3 clusters Score -2.871707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243212 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -28717064.000000 Penalty: 6157.040039
	Iteration 102Q: 3 clusters Score -2.871706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243223 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -28717086.000000 Penalty: 6157.040039
	Iteration 103Q: 3 clusters Score -2.871709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243232 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -28717076.000000 Penalty: 6157.040039
	Iteration 104Q: 3 clusters Score -2.871708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243239 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -28717066.000000 Penalty: 6157.040039
	Iteration 105Q: 3 clusters Score -2.871707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243243 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -28717074.000000 Penalty: 6157.040039
	Iteration 106Q: 3 clusters Score -2.871707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243248 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -28717076.000000 Penalty: 6157.040039
	Iteration 107Q: 3 clusters Score -2.871708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243251 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -28717056.000000 Penalty: 6157.040039
	Iteration 108Q: 3 clusters Score -2.871706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243254 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -28717060.000000 Penalty: 6157.040039
	Iteration 109Q: 3 clusters Score -2.871706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243257 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -28717064.000000 Penalty: 6157.040039
	Iteration 110Q: 3 clusters Score -2.871706e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243261 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -28717066.000000 Penalty: 6157.040039
	Iteration 111Q: 3 clusters Score -2.871707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243263 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -28717078.000000 Penalty: 6157.040039
	Iteration 112Q: 3 clusters Score -2.871708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243267 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -28717060.000000 Penalty: 6157.040039
	Iteration 113Q: 3 clusters Score -2.871706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243272 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -28717060.000000 Penalty: 6157.040039
	Iteration 114Q: 3 clusters Score -2.871706e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243273 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -28717056.000000 Penalty: 6157.040039
	Iteration 115Q: 3 clusters Score -2.871706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243273 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -28717056.000000 Penalty: 6157.040039
	Iteration 116Q: 3 clusters Score -2.871706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243274 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -28717062.000000 Penalty: 6157.040039
	Iteration 117Q: 3 clusters Score -2.871706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243276 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -28717066.000000 Penalty: 6157.040039
	Iteration 118Q: 3 clusters Score -2.871707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243277 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -28717070.000000 Penalty: 6157.040039
	Iteration 119Q: 3 clusters Score -2.871707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243278 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -28717070.000000 Penalty: 6157.040039
	Iteration 120F: 3 clusters Score -2.871707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243280 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -28717064.000000 Penalty: 6157.040039
	Iteration 121Q: 3 clusters Score -2.871706e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243280 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -28717064.000000 Penalty: 6157.040039
	Iteration 122F: 3 clusters Score -2.871706e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -1851123.375000 Penalty: 2394.780029
	Iteration 0F: 2 clusters Score -1851123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1839847.250000 Penalty: 4789.560059
	Iteration 0F: 3 clusters Score -1839847 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1843557.375000 Penalty: 4789.560059
	Iteration 1F: 3 clusters Score -1843557 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1844122.500000 Penalty: 4789.560059
	Iteration 2F: 3 clusters Score -1844122 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1844732.500000 Penalty: 4789.560059
	Iteration 3F: 3 clusters Score -1844732 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1845372.625000 Penalty: 4789.560059
	Iteration 4F: 3 clusters Score -1845373 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1845956.250000 Penalty: 4789.560059
	Iteration 5F: 3 clusters Score -1845956 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1846439.250000 Penalty: 4789.560059
	Iteration 6F: 3 clusters Score -1846439 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1846858.250000 Penalty: 4789.560059
	Iteration 7Q: 3 clusters Score -1846858 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1847183.125000 Penalty: 4789.560059
	Iteration 8Q: 3 clusters Score -1847183 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1847449.625000 Penalty: 4789.560059
	Iteration 9Q: 3 clusters Score -1847450 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1847679.625000 Penalty: 4789.560059
	Iteration 10Q: 3 clusters Score -1847680 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1847867.375000 Penalty: 4789.560059
	Iteration 11Q: 3 clusters Score -1847867 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1848030.375000 Penalty: 4789.560059
	Iteration 12Q: 3 clusters Score -1848030 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1848195.250000 Penalty: 4789.560059
	Iteration 13Q: 3 clusters Score -1848195 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1848336.000000 Penalty: 4789.560059
	Iteration 14Q: 3 clusters Score -1848336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1848463.250000 Penalty: 4789.560059
	Iteration 15Q: 3 clusters Score -1848463 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1848560.625000 Penalty: 4789.560059
	Iteration 16Q: 3 clusters Score -1848561 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1848643.500000 Penalty: 4789.560059
	Iteration 17Q: 3 clusters Score -1848644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1848722.375000 Penalty: 4789.560059
	Iteration 18Q: 3 clusters Score -1848722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1848780.375000 Penalty: 4789.560059
	Iteration 19Q: 3 clusters Score -1848780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1848835.625000 Penalty: 4789.560059
	Iteration 20F: 3 clusters Score -1848836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1848889.375000 Penalty: 4789.560059
	Iteration 21Q: 3 clusters Score -1848889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1848933.375000 Penalty: 4789.560059
	Iteration 22Q: 3 clusters Score -1848933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1848985.500000 Penalty: 4789.560059
	Iteration 23Q: 3 clusters Score -1848986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1849016.375000 Penalty: 4789.560059
	Iteration 24Q: 3 clusters Score -1849016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1849038.000000 Penalty: 4789.560059
	Iteration 25Q: 3 clusters Score -1849038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1849058.625000 Penalty: 4789.560059
	Iteration 26Q: 3 clusters Score -1849059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1849087.875000 Penalty: 4789.560059
	Iteration 27Q: 3 clusters Score -1849088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1849115.750000 Penalty: 4789.560059
	Iteration 28Q: 3 clusters Score -1849116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1849125.500000 Penalty: 4789.560059
	Iteration 29Q: 3 clusters Score -1849126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1849133.750000 Penalty: 4789.560059
	Iteration 30Q: 3 clusters Score -1849134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1849148.250000 Penalty: 4789.560059
	Iteration 31Q: 3 clusters Score -1849148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1849157.750000 Penalty: 4789.560059
	Iteration 32Q: 3 clusters Score -1849158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1849161.750000 Penalty: 4789.560059
	Iteration 33Q: 3 clusters Score -1849162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1849170.250000 Penalty: 4789.560059
	Iteration 34Q: 3 clusters Score -1849170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1849176.000000 Penalty: 4789.560059
	Iteration 35Q: 3 clusters Score -1849176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1849178.125000 Penalty: 4789.560059
	Iteration 36Q: 3 clusters Score -1849178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -1849177.625000 Penalty: 4789.560059
	Iteration 37Q: 3 clusters Score -1849178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1849180.375000 Penalty: 4789.560059
	Iteration 38Q: 3 clusters Score -1849180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1849181.875000 Penalty: 4789.560059
	Iteration 39Q: 3 clusters Score -1849182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1849183.375000 Penalty: 4789.560059
	Iteration 40F: 3 clusters Score -1849183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1849182.250000 Penalty: 4789.560059
	Iteration 41Q: 3 clusters Score -1849182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1849182.625000 Penalty: 4789.560059
	Iteration 42Q: 3 clusters Score -1849183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1849181.875000 Penalty: 4789.560059
	Iteration 43Q: 3 clusters Score -1849182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1849181.875000 Penalty: 4789.560059
	Iteration 44F: 3 clusters Score -1849182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (61271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Entering Unmasked Estep 
Score: -7097327.500000 Penalty: 2733.719238
	Iteration 0F: 2 clusters Score -7097328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7056174.000000 Penalty: 5467.438477
	Iteration 0F: 3 clusters Score -7056174 nChanged 28584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -7072363.500000 Penalty: 5467.438477
	Iteration 1F: 3 clusters Score -7072364 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7073348.500000 Penalty: 5467.438477
	Iteration 2Q: 3 clusters Score -7073348 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -7074392.000000 Penalty: 5467.438477
	Iteration 3Q: 3 clusters Score -7074392 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -7075635.000000 Penalty: 5467.438477
	Iteration 4Q: 3 clusters Score -7075635 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -7077644.500000 Penalty: 5467.438477
	Iteration 5F: 3 clusters Score -7077644 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -7080137.000000 Penalty: 5467.438477
	Iteration 6F: 3 clusters Score -7080137 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -7083067.500000 Penalty: 5467.438477
	Iteration 7F: 3 clusters Score -7083068 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -7085922.000000 Penalty: 5467.438477
	Iteration 8F: 3 clusters Score -7085922 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -7088410.500000 Penalty: 5467.438477
	Iteration 9F: 3 clusters Score -7088410 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -7090304.000000 Penalty: 5467.438477
	Iteration 10F: 3 clusters Score -7090304 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -7091740.500000 Penalty: 5467.438477
	Iteration 11Q: 3 clusters Score -7091740 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -7092946.000000 Penalty: 5467.438477
	Iteration 12Q: 3 clusters Score -7092946 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7093854.500000 Penalty: 5467.438477
	Iteration 13Q: 3 clusters Score -7093854 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7094650.000000 Penalty: 5467.438477
	Iteration 14Q: 3 clusters Score -7094650 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7095176.000000 Penalty: 5467.438477
	Iteration 15Q: 3 clusters Score -7095176 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7095497.000000 Penalty: 5467.438477
	Iteration 16Q: 3 clusters Score -7095497 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7095744.500000 Penalty: 5467.438477
	Iteration 17Q: 3 clusters Score -7095744 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7095884.500000 Penalty: 5467.438477
	Iteration 18Q: 3 clusters Score -7095884 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7095969.500000 Penalty: 5467.438477
	Iteration 19Q: 3 clusters Score -7095970 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7096030.000000 Penalty: 5467.438477
	Iteration 20F: 3 clusters Score -7096030 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7096049.000000 Penalty: 5467.438477
	Iteration 21Q: 3 clusters Score -7096049 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7096102.000000 Penalty: 5467.438477
	Iteration 22Q: 3 clusters Score -7096102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7096110.000000 Penalty: 5467.438477
	Iteration 23Q: 3 clusters Score -7096110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7096129.500000 Penalty: 5467.438477
	Iteration 24Q: 3 clusters Score -7096130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7096132.500000 Penalty: 5467.438477
	Iteration 25Q: 3 clusters Score -7096132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59630 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7096155.000000 Penalty: 5467.438477
	Iteration 26Q: 3 clusters Score -7096155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7096165.500000 Penalty: 5467.438477
	Iteration 27Q: 3 clusters Score -7096166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7096169.000000 Penalty: 5467.438477
	Iteration 28Q: 3 clusters Score -7096169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7096174.000000 Penalty: 5467.438477
	Iteration 29Q: 3 clusters Score -7096174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7096175.500000 Penalty: 5467.438477
	Iteration 30Q: 3 clusters Score -7096176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7096179.000000 Penalty: 5467.438477
	Iteration 31Q: 3 clusters Score -7096179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7096176.500000 Penalty: 5467.438477
	Iteration 32Q: 3 clusters Score -7096176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59708 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7096172.000000 Penalty: 5467.438477
	Iteration 33Q: 3 clusters Score -7096172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7096180.000000 Penalty: 5467.438477
	Iteration 34Q: 3 clusters Score -7096180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59718 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7096182.500000 Penalty: 5467.438477
	Iteration 35Q: 3 clusters Score -7096182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7096182.000000 Penalty: 5467.438477
	Iteration 36Q: 3 clusters Score -7096182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7096188.500000 Penalty: 5467.438477
	Iteration 37Q: 3 clusters Score -7096188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7096187.500000 Penalty: 5467.438477
	Iteration 38Q: 3 clusters Score -7096188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7096191.000000 Penalty: 5467.438477
	Iteration 39Q: 3 clusters Score -7096191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7096191.000000 Penalty: 5467.438477
	Iteration 40F: 3 clusters Score -7096191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Entering Unmasked Estep 
Score: -4506134.500000 Penalty: 2640.625732
	Iteration 0F: 2 clusters Score -4506134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -4477501.500000 Penalty: 5281.251465
	Iteration 0F: 3 clusters Score -4477502 nChanged 19437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4488722.000000 Penalty: 5281.251465
	Iteration 1F: 3 clusters Score -4488722 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4489720.500000 Penalty: 5281.251465
	Iteration 2F: 3 clusters Score -4489720 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -4490868.500000 Penalty: 5281.251465
	Iteration 3F: 3 clusters Score -4490868 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -4492123.500000 Penalty: 5281.251465
	Iteration 4F: 3 clusters Score -4492124 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4493540.500000 Penalty: 5281.251465
	Iteration 5F: 3 clusters Score -4493540 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4495047.000000 Penalty: 5281.251465
	Iteration 6F: 3 clusters Score -4495047 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4496634.000000 Penalty: 5281.251465
	Iteration 7F: 3 clusters Score -4496634 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -4498160.500000 Penalty: 5281.251465
	Iteration 8F: 3 clusters Score -4498160 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4499600.000000 Penalty: 5281.251465
	Iteration 9Q: 3 clusters Score -4499600 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -4500885.500000 Penalty: 5281.251465
	Iteration 10Q: 3 clusters Score -4500886 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4501970.000000 Penalty: 5281.251465
	Iteration 11Q: 3 clusters Score -4501970 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4502750.000000 Penalty: 5281.251465
	Iteration 12Q: 3 clusters Score -4502750 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4503296.500000 Penalty: 5281.251465
	Iteration 13Q: 3 clusters Score -4503296 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4503686.500000 Penalty: 5281.251465
	Iteration 14Q: 3 clusters Score -4503686 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4503986.500000 Penalty: 5281.251465
	Iteration 15Q: 3 clusters Score -4503986 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4504209.000000 Penalty: 5281.251465
	Iteration 16Q: 3 clusters Score -4504209 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4504358.500000 Penalty: 5281.251465
	Iteration 17Q: 3 clusters Score -4504358 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4504460.500000 Penalty: 5281.251465
	Iteration 18Q: 3 clusters Score -4504460 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4504561.000000 Penalty: 5281.251465
	Iteration 19Q: 3 clusters Score -4504561 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4504653.500000 Penalty: 5281.251465
	Iteration 20F: 3 clusters Score -4504654 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4504727.000000 Penalty: 5281.251465
	Iteration 21Q: 3 clusters Score -4504727 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4504791.500000 Penalty: 5281.251465
	Iteration 22Q: 3 clusters Score -4504792 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4504841.500000 Penalty: 5281.251465
	Iteration 23Q: 3 clusters Score -4504842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4504875.500000 Penalty: 5281.251465
	Iteration 24Q: 3 clusters Score -4504876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4504904.000000 Penalty: 5281.251465
	Iteration 25Q: 3 clusters Score -4504904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4504925.500000 Penalty: 5281.251465
	Iteration 26Q: 3 clusters Score -4504926 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4504952.500000 Penalty: 5281.251465
	Iteration 27Q: 3 clusters Score -4504952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4504976.000000 Penalty: 5281.251465
	Iteration 28Q: 3 clusters Score -4504976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4504997.000000 Penalty: 5281.251465
	Iteration 29Q: 3 clusters Score -4504997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4505013.500000 Penalty: 5281.251465
	Iteration 30Q: 3 clusters Score -4505014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4505025.000000 Penalty: 5281.251465
	Iteration 31Q: 3 clusters Score -4505025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4505036.500000 Penalty: 5281.251465
	Iteration 32Q: 3 clusters Score -4505036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4505040.500000 Penalty: 5281.251465
	Iteration 33Q: 3 clusters Score -4505040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4505042.500000 Penalty: 5281.251465
	Iteration 34Q: 3 clusters Score -4505042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4505046.000000 Penalty: 5281.251465
	Iteration 35Q: 3 clusters Score -4505046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4505051.000000 Penalty: 5281.251465
	Iteration 36Q: 3 clusters Score -4505051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4505062.500000 Penalty: 5281.251465
	Iteration 37Q: 3 clusters Score -4505062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4505071.000000 Penalty: 5281.251465
	Iteration 38Q: 3 clusters Score -4505071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4505077.500000 Penalty: 5281.251465
	Iteration 39Q: 3 clusters Score -4505078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4505079.500000 Penalty: 5281.251465
	Iteration 40F: 3 clusters Score -4505080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4505091.500000 Penalty: 5281.251465
	Iteration 41Q: 3 clusters Score -4505092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4505091.000000 Penalty: 5281.251465
	Iteration 42Q: 3 clusters Score -4505091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4505095.500000 Penalty: 5281.251465
	Iteration 43Q: 3 clusters Score -4505096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4505092.500000 Penalty: 5281.251465
	Iteration 44Q: 3 clusters Score -4505092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4505096.500000 Penalty: 5281.251465
	Iteration 45Q: 3 clusters Score -4505096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4505096.500000 Penalty: 5281.251465
	Iteration 46F: 3 clusters Score -4505096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Entering Unmasked Estep 
Score: -3059876.750000 Penalty: 2520.099121
	Iteration 0F: 2 clusters Score -3059877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3041880.500000 Penalty: 5040.198242
	Iteration 0F: 3 clusters Score -3041880 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3048099.500000 Penalty: 5040.198242
	Iteration 1F: 3 clusters Score -3048100 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3048657.750000 Penalty: 5040.198242
	Iteration 2F: 3 clusters Score -3048658 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3049253.250000 Penalty: 5040.198242
	Iteration 3F: 3 clusters Score -3049253 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3049872.250000 Penalty: 5040.198242
	Iteration 4F: 3 clusters Score -3049872 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3050580.500000 Penalty: 5040.198242
	Iteration 5F: 3 clusters Score -3050580 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3051490.000000 Penalty: 5040.198242
	Iteration 6F: 3 clusters Score -3051490 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3052606.500000 Penalty: 5040.198242
	Iteration 7F: 3 clusters Score -3052606 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3053837.750000 Penalty: 5040.198242
	Iteration 8F: 3 clusters Score -3053838 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3054975.500000 Penalty: 5040.198242
	Iteration 9F: 3 clusters Score -3054976 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3055877.750000 Penalty: 5040.198242
	Iteration 10Q: 3 clusters Score -3055878 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3056490.250000 Penalty: 5040.198242
	Iteration 11Q: 3 clusters Score -3056490 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3056914.500000 Penalty: 5040.198242
	Iteration 12Q: 3 clusters Score -3056914 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3057183.000000 Penalty: 5040.198242
	Iteration 13Q: 3 clusters Score -3057183 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -3057375.500000 Penalty: 5040.198242
	Iteration 14Q: 3 clusters Score -3057376 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -3057513.250000 Penalty: 5040.198242
	Iteration 15Q: 3 clusters Score -3057513 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3057637.250000 Penalty: 5040.198242
	Iteration 16Q: 3 clusters Score -3057637 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3057731.500000 Penalty: 5040.198242
	Iteration 17Q: 3 clusters Score -3057732 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3057825.750000 Penalty: 5040.198242
	Iteration 18Q: 3 clusters Score -3057826 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3057930.000000 Penalty: 5040.198242
	Iteration 19Q: 3 clusters Score -3057930 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3058023.250000 Penalty: 5040.198242
	Iteration 20F: 3 clusters Score -3058023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3058089.000000 Penalty: 5040.198242
	Iteration 21Q: 3 clusters Score -3058089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3058134.250000 Penalty: 5040.198242
	Iteration 22Q: 3 clusters Score -3058134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3058175.000000 Penalty: 5040.198242
	Iteration 23Q: 3 clusters Score -3058175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3058213.250000 Penalty: 5040.198242
	Iteration 24Q: 3 clusters Score -3058213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3058232.500000 Penalty: 5040.198242
	Iteration 25Q: 3 clusters Score -3058232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3058250.750000 Penalty: 5040.198242
	Iteration 26Q: 3 clusters Score -3058251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3058262.250000 Penalty: 5040.198242
	Iteration 27Q: 3 clusters Score -3058262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3058272.500000 Penalty: 5040.198242
	Iteration 28Q: 3 clusters Score -3058272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3058281.250000 Penalty: 5040.198242
	Iteration 29Q: 3 clusters Score -3058281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3058284.250000 Penalty: 5040.198242
	Iteration 30Q: 3 clusters Score -3058284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3058289.250000 Penalty: 5040.198242
	Iteration 31Q: 3 clusters Score -3058289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3058296.000000 Penalty: 5040.198242
	Iteration 32Q: 3 clusters Score -3058296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3058299.250000 Penalty: 5040.198242
	Iteration 33Q: 3 clusters Score -3058299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3058306.250000 Penalty: 5040.198242
	Iteration 34Q: 3 clusters Score -3058306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3058305.250000 Penalty: 5040.198242
	Iteration 35Q: 3 clusters Score -3058305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3058303.500000 Penalty: 5040.198242
	Iteration 36Q: 3 clusters Score -3058304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3058301.750000 Penalty: 5040.198242
	Iteration 37Q: 3 clusters Score -3058302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3058301.750000 Penalty: 5040.198242
	Iteration 38F: 3 clusters Score -3058302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Entering Unmasked Estep 
Score: -4843087.000000 Penalty: 2638.887451
	Iteration 0F: 2 clusters Score -4843087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -4814703.000000 Penalty: 5277.774902
	Iteration 0F: 3 clusters Score -4814703 nChanged 19173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4825321.500000 Penalty: 5277.774902
	Iteration 1F: 3 clusters Score -4825322 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4825949.500000 Penalty: 5277.774902
	Iteration 2Q: 3 clusters Score -4825950 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4826443.000000 Penalty: 5277.774902
	Iteration 3Q: 3 clusters Score -4826443 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4826950.000000 Penalty: 5277.774902
	Iteration 4Q: 3 clusters Score -4826950 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4827616.000000 Penalty: 5277.774902
	Iteration 5Q: 3 clusters Score -4827616 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4828490.000000 Penalty: 5277.774902
	Iteration 6Q: 3 clusters Score -4828490 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4829791.000000 Penalty: 5277.774902
	Iteration 7F: 3 clusters Score -4829791 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4831662.000000 Penalty: 5277.774902
	Iteration 8F: 3 clusters Score -4831662 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4834032.500000 Penalty: 5277.774902
	Iteration 9F: 3 clusters Score -4834032 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4836387.000000 Penalty: 5277.774902
	Iteration 10F: 3 clusters Score -4836387 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -4838308.500000 Penalty: 5277.774902
	Iteration 11F: 3 clusters Score -4838308 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4839388.500000 Penalty: 5277.774902
	Iteration 12Q: 3 clusters Score -4839388 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -4840028.000000 Penalty: 5277.774902
	Iteration 13Q: 3 clusters Score -4840028 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -4840371.000000 Penalty: 5277.774902
	Iteration 14Q: 3 clusters Score -4840371 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4840548.000000 Penalty: 5277.774902
	Iteration 15Q: 3 clusters Score -4840548 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4840699.000000 Penalty: 5277.774902
	Iteration 16Q: 3 clusters Score -4840699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -4840795.500000 Penalty: 5277.774902
	Iteration 17Q: 3 clusters Score -4840796 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -4840857.000000 Penalty: 5277.774902
	Iteration 18Q: 3 clusters Score -4840857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4840900.000000 Penalty: 5277.774902
	Iteration 19Q: 3 clusters Score -4840900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -4840916.500000 Penalty: 5277.774902
	Iteration 20F: 3 clusters Score -4840916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -4840935.500000 Penalty: 5277.774902
	Iteration 21Q: 3 clusters Score -4840936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -4840950.500000 Penalty: 5277.774902
	Iteration 22Q: 3 clusters Score -4840950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -4840958.500000 Penalty: 5277.774902
	Iteration 23Q: 3 clusters Score -4840958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -4840960.000000 Penalty: 5277.774902
	Iteration 24Q: 3 clusters Score -4840960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -4840963.000000 Penalty: 5277.774902
	Iteration 25Q: 3 clusters Score -4840963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -4840962.500000 Penalty: 5277.774902
	Iteration 26Q: 3 clusters Score -4840962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -4840975.500000 Penalty: 5277.774902
	Iteration 27Q: 3 clusters Score -4840976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -4840981.500000 Penalty: 5277.774902
	Iteration 28Q: 3 clusters Score -4840982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -4840982.000000 Penalty: 5277.774902
	Iteration 29Q: 3 clusters Score -4840982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -4840986.000000 Penalty: 5277.774902
	Iteration 30Q: 3 clusters Score -4840986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -4840990.500000 Penalty: 5277.774902
	Iteration 31Q: 3 clusters Score -4840990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -4840993.000000 Penalty: 5277.774902
	Iteration 32Q: 3 clusters Score -4840993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -4840993.000000 Penalty: 5277.774902
	Iteration 33Q: 3 clusters Score -4840993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -4840997.000000 Penalty: 5277.774902
	Iteration 34Q: 3 clusters Score -4840997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -4841004.500000 Penalty: 5277.774902
	Iteration 35Q: 3 clusters Score -4841004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -4841009.500000 Penalty: 5277.774902
	Iteration 36Q: 3 clusters Score -4841010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4841011.000000 Penalty: 5277.774902
	Iteration 37Q: 3 clusters Score -4841011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4841014.500000 Penalty: 5277.774902
	Iteration 38Q: 3 clusters Score -4841014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4841017.000000 Penalty: 5277.774902
	Iteration 39Q: 3 clusters Score -4841017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -4841017.000000 Penalty: 5277.774902
	Iteration 40F: 3 clusters Score -4841017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Entering Unmasked Estep 
Score: -3796583.500000 Penalty: 2579.933838
	Iteration 0F: 2 clusters Score -3796584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -3774197.750000 Penalty: 5159.867676
	Iteration 0F: 3 clusters Score -3774198 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3782485.750000 Penalty: 5159.867676
	Iteration 1F: 3 clusters Score -3782486 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3783436.000000 Penalty: 5159.867676
	Iteration 2F: 3 clusters Score -3783436 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3784608.500000 Penalty: 5159.867676
	Iteration 3F: 3 clusters Score -3784608 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3786224.750000 Penalty: 5159.867676
	Iteration 4F: 3 clusters Score -3786225 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3788294.000000 Penalty: 5159.867676
	Iteration 5F: 3 clusters Score -3788294 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3790370.500000 Penalty: 5159.867676
	Iteration 6F: 3 clusters Score -3790370 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -3792019.250000 Penalty: 5159.867676
	Iteration 7F: 3 clusters Score -3792019 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3793204.250000 Penalty: 5159.867676
	Iteration 8Q: 3 clusters Score -3793204 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -3793888.500000 Penalty: 5159.867676
	Iteration 9Q: 3 clusters Score -3793888 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3794289.000000 Penalty: 5159.867676
	Iteration 10Q: 3 clusters Score -3794289 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -3794466.750000 Penalty: 5159.867676
	Iteration 11Q: 3 clusters Score -3794467 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -3794569.500000 Penalty: 5159.867676
	Iteration 12Q: 3 clusters Score -3794570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -3794617.750000 Penalty: 5159.867676
	Iteration 13Q: 3 clusters Score -3794618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -3794643.250000 Penalty: 5159.867676
	Iteration 14Q: 3 clusters Score -3794643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -3794662.000000 Penalty: 5159.867676
	Iteration 15Q: 3 clusters Score -3794662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3794670.000000 Penalty: 5159.867676
	Iteration 16Q: 3 clusters Score -3794670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3794674.000000 Penalty: 5159.867676
	Iteration 17Q: 3 clusters Score -3794674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -3794676.250000 Penalty: 5159.867676
	Iteration 18Q: 3 clusters Score -3794676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -3794670.750000 Penalty: 5159.867676
	Iteration 19Q: 3 clusters Score -3794671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3794671.000000 Penalty: 5159.867676
	Iteration 20F: 3 clusters Score -3794671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -3794675.500000 Penalty: 5159.867676
	Iteration 21Q: 3 clusters Score -3794676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -3794675.500000 Penalty: 5159.867676
	Iteration 22Q: 3 clusters Score -3794676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -3794675.500000 Penalty: 5159.867676
	Iteration 23F: 3 clusters Score -3794676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (182387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182387 members 
Entering Unmasked Estep 
Score: -21476214.000000 Penalty: 3004.243652
	Iteration 0F: 2 clusters Score -2.147621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -21359420.000000 Penalty: 6008.487305
	Iteration 0F: 3 clusters Score -2.135942e+07 nChanged 87430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 95262 members 
Entering Unmasked Estep 
Score: -21410202.000000 Penalty: 6008.487305
	Iteration 1F: 3 clusters Score -2.14102e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -21412322.000000 Penalty: 6008.487305
	Iteration 2Q: 3 clusters Score -2.141232e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 103719 members 
Entering Unmasked Estep 
Score: -21416022.000000 Penalty: 6008.487305
	Iteration 3Q: 3 clusters Score -2.141602e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71404 members 
Mstep: Class 2 contains 110983 members 
Entering Unmasked Estep 
Score: -21421568.000000 Penalty: 6008.487305
	Iteration 4F: 3 clusters Score -2.142157e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -21429086.000000 Penalty: 6008.487305
	Iteration 5F: 3 clusters Score -2.142909e+07 nChanged 12935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 130293 members 
Entering Unmasked Estep 
Score: -21436808.000000 Penalty: 6008.487305
	Iteration 6F: 3 clusters Score -2.143681e+07 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 140742 members 
Entering Unmasked Estep 
Score: -21444872.000000 Penalty: 6008.487305
	Iteration 7F: 3 clusters Score -2.144487e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 151025 members 
Entering Unmasked Estep 
Score: -21452492.000000 Penalty: 6008.487305
	Iteration 8F: 3 clusters Score -2.145249e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -21459634.000000 Penalty: 6008.487305
	Iteration 9F: 3 clusters Score -2.145963e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 169400 members 
Entering Unmasked Estep 
Score: -21465268.000000 Penalty: 6008.487305
	Iteration 10Q: 3 clusters Score -2.146527e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -21469666.000000 Penalty: 6008.487305
	Iteration 11Q: 3 clusters Score -2.146967e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 179733 members 
Entering Unmasked Estep 
Score: -21472082.000000 Penalty: 6008.487305
	Iteration 12Q: 3 clusters Score -2.147208e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 181245 members 
Entering Unmasked Estep 
Score: -21472978.000000 Penalty: 6008.487305
	Iteration 13Q: 3 clusters Score -2.147298e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 181760 members 
Entering Unmasked Estep 
Score: -21473332.000000 Penalty: 6008.487305
	Iteration 14Q: 3 clusters Score -2.147333e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 181930 members 
Entering Unmasked Estep 
Score: -21473468.000000 Penalty: 6008.487305
	Iteration 15Q: 3 clusters Score -2.147347e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 182001 members 
Entering Unmasked Estep 
Score: -21473546.000000 Penalty: 6008.487305
	Iteration 16Q: 3 clusters Score -2.147355e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 182024 members 
Entering Unmasked Estep 
Score: -21473596.000000 Penalty: 6008.487305
	Iteration 17Q: 3 clusters Score -2.14736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 182039 members 
Entering Unmasked Estep 
Score: -21473598.000000 Penalty: 6008.487305
	Iteration 18Q: 3 clusters Score -2.14736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182047 members 
Entering Unmasked Estep 
Score: -21473640.000000 Penalty: 6008.487305
	Iteration 19Q: 3 clusters Score -2.147364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 182050 members 
Entering Unmasked Estep 
Score: -21473624.000000 Penalty: 6008.487305
	Iteration 20F: 3 clusters Score -2.147362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 182049 members 
Entering Unmasked Estep 
Score: -21473658.000000 Penalty: 6008.487305
	Iteration 21Q: 3 clusters Score -2.147366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 182048 members 
Entering Unmasked Estep 
Score: -21473670.000000 Penalty: 6008.487305
	Iteration 22Q: 3 clusters Score -2.147367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 182050 members 
Entering Unmasked Estep 
Score: -21473674.000000 Penalty: 6008.487305
	Iteration 23Q: 3 clusters Score -2.147367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 182050 members 
Entering Unmasked Estep 
Score: -21473682.000000 Penalty: 6008.487305
	Iteration 24Q: 3 clusters Score -2.147368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 182051 members 
Entering Unmasked Estep 
Score: -21473676.000000 Penalty: 6008.487305
	Iteration 25Q: 3 clusters Score -2.147368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 182052 members 
Entering Unmasked Estep 
Score: -21473690.000000 Penalty: 6008.487305
	Iteration 26Q: 3 clusters Score -2.147369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 182052 members 
Entering Unmasked Estep 
Score: -21473708.000000 Penalty: 6008.487305
	Iteration 27Q: 3 clusters Score -2.147371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 182056 members 
Entering Unmasked Estep 
Score: -21473720.000000 Penalty: 6008.487305
	Iteration 28Q: 3 clusters Score -2.147372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 182058 members 
Entering Unmasked Estep 
Score: -21473724.000000 Penalty: 6008.487305
	Iteration 29Q: 3 clusters Score -2.147372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182059 members 
Entering Unmasked Estep 
Score: -21473722.000000 Penalty: 6008.487305
	Iteration 30Q: 3 clusters Score -2.147372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 182060 members 
Entering Unmasked Estep 
Score: -21473722.000000 Penalty: 6008.487305
	Iteration 31Q: 3 clusters Score -2.147372e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182059 members 
Entering Unmasked Estep 
Score: -21473720.000000 Penalty: 6008.487305
	Iteration 32Q: 3 clusters Score -2.147372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 182059 members 
Entering Unmasked Estep 
Score: -21473720.000000 Penalty: 6008.487305
	Iteration 33F: 3 clusters Score -2.147372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Entering Unmasked Estep 
Score: -1263299.750000 Penalty: 2317.441406
	Iteration 0F: 2 clusters Score -1263300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1254720.625000 Penalty: 4634.882812
	Iteration 0F: 3 clusters Score -1254721 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1257462.375000 Penalty: 4634.882812
	Iteration 1F: 3 clusters Score -1257462 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1257862.750000 Penalty: 4634.882812
	Iteration 2F: 3 clusters Score -1257863 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1258163.875000 Penalty: 4634.882812
	Iteration 3F: 3 clusters Score -1258164 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1258435.875000 Penalty: 4634.882812
	Iteration 4Q: 3 clusters Score -1258436 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1258674.250000 Penalty: 4634.882812
	Iteration 5Q: 3 clusters Score -1258674 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1258892.000000 Penalty: 4634.882812
	Iteration 6Q: 3 clusters Score -1258892 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1259078.000000 Penalty: 4634.882812
	Iteration 7Q: 3 clusters Score -1259078 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1259234.000000 Penalty: 4634.882812
	Iteration 8Q: 3 clusters Score -1259234 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1259384.000000 Penalty: 4634.882812
	Iteration 9Q: 3 clusters Score -1259384 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1259520.375000 Penalty: 4634.882812
	Iteration 10Q: 3 clusters Score -1259520 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1259646.125000 Penalty: 4634.882812
	Iteration 11Q: 3 clusters Score -1259646 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1259763.125000 Penalty: 4634.882812
	Iteration 12Q: 3 clusters Score -1259763 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1259897.875000 Penalty: 4634.882812
	Iteration 13Q: 3 clusters Score -1259898 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1260007.125000 Penalty: 4634.882812
	Iteration 14Q: 3 clusters Score -1260007 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1260102.250000 Penalty: 4634.882812
	Iteration 15Q: 3 clusters Score -1260102 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1260195.625000 Penalty: 4634.882812
	Iteration 16Q: 3 clusters Score -1260196 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1260252.875000 Penalty: 4634.882812
	Iteration 17Q: 3 clusters Score -1260253 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1260309.875000 Penalty: 4634.882812
	Iteration 18Q: 3 clusters Score -1260310 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1260359.625000 Penalty: 4634.882812
	Iteration 19Q: 3 clusters Score -1260360 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1260414.375000 Penalty: 4634.882812
	Iteration 20F: 3 clusters Score -1260414 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1260460.125000 Penalty: 4634.882812
	Iteration 21Q: 3 clusters Score -1260460 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1260495.875000 Penalty: 4634.882812
	Iteration 22Q: 3 clusters Score -1260496 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1260533.500000 Penalty: 4634.882812
	Iteration 23Q: 3 clusters Score -1260534 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1260562.250000 Penalty: 4634.882812
	Iteration 24Q: 3 clusters Score -1260562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1260590.625000 Penalty: 4634.882812
	Iteration 25Q: 3 clusters Score -1260591 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1260614.250000 Penalty: 4634.882812
	Iteration 26Q: 3 clusters Score -1260614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1260628.125000 Penalty: 4634.882812
	Iteration 27Q: 3 clusters Score -1260628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1260646.625000 Penalty: 4634.882812
	Iteration 28Q: 3 clusters Score -1260647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1260662.000000 Penalty: 4634.882812
	Iteration 29Q: 3 clusters Score -1260662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1260675.875000 Penalty: 4634.882812
	Iteration 30Q: 3 clusters Score -1260676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1260683.875000 Penalty: 4634.882812
	Iteration 31Q: 3 clusters Score -1260684 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1260693.750000 Penalty: 4634.882812
	Iteration 32Q: 3 clusters Score -1260694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1260703.875000 Penalty: 4634.882812
	Iteration 33Q: 3 clusters Score -1260704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1260716.375000 Penalty: 4634.882812
	Iteration 34Q: 3 clusters Score -1260716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1260723.625000 Penalty: 4634.882812
	Iteration 35Q: 3 clusters Score -1260724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1260734.000000 Penalty: 4634.882812
	Iteration 36Q: 3 clusters Score -1260734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1260740.750000 Penalty: 4634.882812
	Iteration 37Q: 3 clusters Score -1260741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1260748.125000 Penalty: 4634.882812
	Iteration 38Q: 3 clusters Score -1260748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1260756.750000 Penalty: 4634.882812
	Iteration 39Q: 3 clusters Score -1260757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1260764.000000 Penalty: 4634.882812
	Iteration 40F: 3 clusters Score -1260764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1260772.625000 Penalty: 4634.882812
	Iteration 41Q: 3 clusters Score -1260773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1260783.000000 Penalty: 4634.882812
	Iteration 42Q: 3 clusters Score -1260783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1260787.750000 Penalty: 4634.882812
	Iteration 43Q: 3 clusters Score -1260788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1260791.750000 Penalty: 4634.882812
	Iteration 44Q: 3 clusters Score -1260792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1260801.750000 Penalty: 4634.882812
	Iteration 45Q: 3 clusters Score -1260802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1260806.875000 Penalty: 4634.882812
	Iteration 46Q: 3 clusters Score -1260807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1260813.250000 Penalty: 4634.882812
	Iteration 47Q: 3 clusters Score -1260813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1260821.250000 Penalty: 4634.882812
	Iteration 48Q: 3 clusters Score -1260821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1260832.500000 Penalty: 4634.882812
	Iteration 49Q: 3 clusters Score -1260832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1260837.875000 Penalty: 4634.882812
	Iteration 50Q: 3 clusters Score -1260838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1260843.625000 Penalty: 4634.882812
	Iteration 51Q: 3 clusters Score -1260844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1260854.875000 Penalty: 4634.882812
	Iteration 52Q: 3 clusters Score -1260855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1260857.750000 Penalty: 4634.882812
	Iteration 53Q: 3 clusters Score -1260858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1260868.000000 Penalty: 4634.882812
	Iteration 54Q: 3 clusters Score -1260868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1260870.375000 Penalty: 4634.882812
	Iteration 55Q: 3 clusters Score -1260870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1260876.250000 Penalty: 4634.882812
	Iteration 56Q: 3 clusters Score -1260876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1260883.000000 Penalty: 4634.882812
	Iteration 57Q: 3 clusters Score -1260883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1260887.375000 Penalty: 4634.882812
	Iteration 58Q: 3 clusters Score -1260887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1260892.750000 Penalty: 4634.882812
	Iteration 59Q: 3 clusters Score -1260893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1260897.500000 Penalty: 4634.882812
	Iteration 60F: 3 clusters Score -1260898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1260900.500000 Penalty: 4634.882812
	Iteration 61Q: 3 clusters Score -1260900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1260897.875000 Penalty: 4634.882812
	Iteration 62Q: 3 clusters Score -1260898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1260903.250000 Penalty: 4634.882812
	Iteration 63Q: 3 clusters Score -1260903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1260908.250000 Penalty: 4634.882812
	Iteration 64Q: 3 clusters Score -1260908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1260911.375000 Penalty: 4634.882812
	Iteration 65Q: 3 clusters Score -1260911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1260915.125000 Penalty: 4634.882812
	Iteration 66Q: 3 clusters Score -1260915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1260916.625000 Penalty: 4634.882812
	Iteration 67Q: 3 clusters Score -1260917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1260918.375000 Penalty: 4634.882812
	Iteration 68Q: 3 clusters Score -1260918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1260924.125000 Penalty: 4634.882812
	Iteration 69Q: 3 clusters Score -1260924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1260931.000000 Penalty: 4634.882812
	Iteration 70Q: 3 clusters Score -1260931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1260932.750000 Penalty: 4634.882812
	Iteration 71Q: 3 clusters Score -1260933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1260938.000000 Penalty: 4634.882812
	Iteration 72Q: 3 clusters Score -1260938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1260943.250000 Penalty: 4634.882812
	Iteration 73Q: 3 clusters Score -1260943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1260951.125000 Penalty: 4634.882812
	Iteration 74Q: 3 clusters Score -1260951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1260957.000000 Penalty: 4634.882812
	Iteration 75Q: 3 clusters Score -1260957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1260963.000000 Penalty: 4634.882812
	Iteration 76Q: 3 clusters Score -1260963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1260969.500000 Penalty: 4634.882812
	Iteration 77Q: 3 clusters Score -1260970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1260972.125000 Penalty: 4634.882812
	Iteration 78Q: 3 clusters Score -1260972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1260975.625000 Penalty: 4634.882812
	Iteration 79Q: 3 clusters Score -1260976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1260979.375000 Penalty: 4634.882812
	Iteration 80F: 3 clusters Score -1260979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1260989.000000 Penalty: 4634.882812
	Iteration 81Q: 3 clusters Score -1260989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1260990.875000 Penalty: 4634.882812
	Iteration 82Q: 3 clusters Score -1260991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1260994.500000 Penalty: 4634.882812
	Iteration 83Q: 3 clusters Score -1260994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1260996.125000 Penalty: 4634.882812
	Iteration 84Q: 3 clusters Score -1260996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1260999.750000 Penalty: 4634.882812
	Iteration 85Q: 3 clusters Score -1261000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1261000.750000 Penalty: 4634.882812
	Iteration 86Q: 3 clusters Score -1261001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1261002.750000 Penalty: 4634.882812
	Iteration 87Q: 3 clusters Score -1261003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1261002.875000 Penalty: 4634.882812
	Iteration 88Q: 3 clusters Score -1261003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1261004.375000 Penalty: 4634.882812
	Iteration 89Q: 3 clusters Score -1261004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1261005.375000 Penalty: 4634.882812
	Iteration 90Q: 3 clusters Score -1261005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1261005.500000 Penalty: 4634.882812
	Iteration 91Q: 3 clusters Score -1261006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1261006.250000 Penalty: 4634.882812
	Iteration 92Q: 3 clusters Score -1261006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1261008.625000 Penalty: 4634.882812
	Iteration 93Q: 3 clusters Score -1261009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1261008.500000 Penalty: 4634.882812
	Iteration 94Q: 3 clusters Score -1261008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1261010.000000 Penalty: 4634.882812
	Iteration 95Q: 3 clusters Score -1261010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1261010.000000 Penalty: 4634.882812
	Iteration 96F: 3 clusters Score -1261010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Entering Unmasked Estep 
Score: -2838131.500000 Penalty: 2510.031738
	Iteration 0F: 2 clusters Score -2838132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2820896.500000 Penalty: 5020.063477
	Iteration 0F: 3 clusters Score -2820896 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2826744.000000 Penalty: 5020.063477
	Iteration 1F: 3 clusters Score -2826744 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2827197.250000 Penalty: 5020.063477
	Iteration 2Q: 3 clusters Score -2827197 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2827548.500000 Penalty: 5020.063477
	Iteration 3Q: 3 clusters Score -2827548 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2827841.750000 Penalty: 5020.063477
	Iteration 4Q: 3 clusters Score -2827842 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2828099.250000 Penalty: 5020.063477
	Iteration 5Q: 3 clusters Score -2828099 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2828348.500000 Penalty: 5020.063477
	Iteration 6Q: 3 clusters Score -2828348 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2828660.000000 Penalty: 5020.063477
	Iteration 7Q: 3 clusters Score -2828660 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2829064.000000 Penalty: 5020.063477
	Iteration 8Q: 3 clusters Score -2829064 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2829645.250000 Penalty: 5020.063477
	Iteration 9Q: 3 clusters Score -2829645 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2830458.500000 Penalty: 5020.063477
	Iteration 10F: 3 clusters Score -2830458 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2831572.250000 Penalty: 5020.063477
	Iteration 11F: 3 clusters Score -2831572 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2832891.000000 Penalty: 5020.063477
	Iteration 12F: 3 clusters Score -2832891 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2834085.750000 Penalty: 5020.063477
	Iteration 13F: 3 clusters Score -2834086 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -2834926.000000 Penalty: 5020.063477
	Iteration 14Q: 3 clusters Score -2834926 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -2835382.250000 Penalty: 5020.063477
	Iteration 15Q: 3 clusters Score -2835382 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -2835653.750000 Penalty: 5020.063477
	Iteration 16Q: 3 clusters Score -2835654 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2835819.250000 Penalty: 5020.063477
	Iteration 17Q: 3 clusters Score -2835819 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -2835901.250000 Penalty: 5020.063477
	Iteration 18Q: 3 clusters Score -2835901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -2835947.500000 Penalty: 5020.063477
	Iteration 19Q: 3 clusters Score -2835948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2835992.000000 Penalty: 5020.063477
	Iteration 20F: 3 clusters Score -2835992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2836023.000000 Penalty: 5020.063477
	Iteration 21Q: 3 clusters Score -2836023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2836038.000000 Penalty: 5020.063477
	Iteration 22Q: 3 clusters Score -2836038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2836047.000000 Penalty: 5020.063477
	Iteration 23Q: 3 clusters Score -2836047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2836050.750000 Penalty: 5020.063477
	Iteration 24Q: 3 clusters Score -2836051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2836057.250000 Penalty: 5020.063477
	Iteration 25Q: 3 clusters Score -2836057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2836066.750000 Penalty: 5020.063477
	Iteration 26Q: 3 clusters Score -2836067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -2836069.750000 Penalty: 5020.063477
	Iteration 27Q: 3 clusters Score -2836070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2836075.750000 Penalty: 5020.063477
	Iteration 28Q: 3 clusters Score -2836076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2836075.750000 Penalty: 5020.063477
	Iteration 29Q: 3 clusters Score -2836076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2836079.000000 Penalty: 5020.063477
	Iteration 30Q: 3 clusters Score -2836079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2836077.250000 Penalty: 5020.063477
	Iteration 31Q: 3 clusters Score -2836077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -2836079.500000 Penalty: 5020.063477
	Iteration 32Q: 3 clusters Score -2836080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2836081.750000 Penalty: 5020.063477
	Iteration 33Q: 3 clusters Score -2836082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -2836090.000000 Penalty: 5020.063477
	Iteration 34Q: 3 clusters Score -2836090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -2836093.750000 Penalty: 5020.063477
	Iteration 35Q: 3 clusters Score -2836094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2836094.500000 Penalty: 5020.063477
	Iteration 36Q: 3 clusters Score -2836094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2836094.500000 Penalty: 5020.063477
	Iteration 37F: 3 clusters Score -2836094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (115931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115931 members 
Entering Unmasked Estep 
Score: -13268201.000000 Penalty: 2891.866211
	Iteration 0F: 2 clusters Score -1.32682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -13190478.000000 Penalty: 5783.732422
	Iteration 0F: 3 clusters Score -1.319048e+07 nChanged 55111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -13221882.000000 Penalty: 5783.732422
	Iteration 1F: 3 clusters Score -1.322188e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -13222959.000000 Penalty: 5783.732422
	Iteration 2Q: 3 clusters Score -1.322296e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -13224540.000000 Penalty: 5783.732422
	Iteration 3Q: 3 clusters Score -1.322454e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 73297 members 
Entering Unmasked Estep 
Score: -13227372.000000 Penalty: 5783.732422
	Iteration 4F: 3 clusters Score -1.322737e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -13232699.000000 Penalty: 5783.732422
	Iteration 5F: 3 clusters Score -1.32327e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -13241427.000000 Penalty: 5783.732422
	Iteration 6F: 3 clusters Score -1.324143e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -13251847.000000 Penalty: 5783.732422
	Iteration 7F: 3 clusters Score -1.325185e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -13260030.000000 Penalty: 5783.732422
	Iteration 8F: 3 clusters Score -1.326003e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 113792 members 
Entering Unmasked Estep 
Score: -13263814.000000 Penalty: 5783.732422
	Iteration 9Q: 3 clusters Score -1.326381e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 115130 members 
Entering Unmasked Estep 
Score: -13265056.000000 Penalty: 5783.732422
	Iteration 10Q: 3 clusters Score -1.326506e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -13265369.000000 Penalty: 5783.732422
	Iteration 11Q: 3 clusters Score -1.326537e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -13265555.000000 Penalty: 5783.732422
	Iteration 12Q: 3 clusters Score -1.326556e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -13265620.000000 Penalty: 5783.732422
	Iteration 13Q: 3 clusters Score -1.326562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 115661 members 
Entering Unmasked Estep 
Score: -13265661.000000 Penalty: 5783.732422
	Iteration 14Q: 3 clusters Score -1.326566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 115670 members 
Entering Unmasked Estep 
Score: -13265692.000000 Penalty: 5783.732422
	Iteration 15Q: 3 clusters Score -1.326569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115675 members 
Entering Unmasked Estep 
Score: -13265713.000000 Penalty: 5783.732422
	Iteration 16Q: 3 clusters Score -1.326571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -13265732.000000 Penalty: 5783.732422
	Iteration 17Q: 3 clusters Score -1.326573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -13265727.000000 Penalty: 5783.732422
	Iteration 18Q: 3 clusters Score -1.326573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -13265731.000000 Penalty: 5783.732422
	Iteration 19Q: 3 clusters Score -1.326573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -13265733.000000 Penalty: 5783.732422
	Iteration 20F: 3 clusters Score -1.326573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -13265736.000000 Penalty: 5783.732422
	Iteration 21Q: 3 clusters Score -1.326574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -13265739.000000 Penalty: 5783.732422
	Iteration 22Q: 3 clusters Score -1.326574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 115683 members 
Entering Unmasked Estep 
Score: -13265739.000000 Penalty: 5783.732422
	Iteration 23F: 3 clusters Score -1.326574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Entering Unmasked Estep 
Score: -3445219.000000 Penalty: 2547.441895
	Iteration 0F: 2 clusters Score -3445219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3425318.750000 Penalty: 5094.883789
	Iteration 0F: 3 clusters Score -3425319 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -3432440.500000 Penalty: 5094.883789
	Iteration 1F: 3 clusters Score -3432440 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3433066.250000 Penalty: 5094.883789
	Iteration 2F: 3 clusters Score -3433066 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3433732.500000 Penalty: 5094.883789
	Iteration 3F: 3 clusters Score -3433732 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3434423.250000 Penalty: 5094.883789
	Iteration 4Q: 3 clusters Score -3434423 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3435265.250000 Penalty: 5094.883789
	Iteration 5Q: 3 clusters Score -3435265 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3436265.000000 Penalty: 5094.883789
	Iteration 6F: 3 clusters Score -3436265 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3437285.500000 Penalty: 5094.883789
	Iteration 7F: 3 clusters Score -3437286 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3438316.000000 Penalty: 5094.883789
	Iteration 8F: 3 clusters Score -3438316 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3439306.250000 Penalty: 5094.883789
	Iteration 9F: 3 clusters Score -3439306 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -3440020.750000 Penalty: 5094.883789
	Iteration 10Q: 3 clusters Score -3440021 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -3440428.250000 Penalty: 5094.883789
	Iteration 11Q: 3 clusters Score -3440428 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3440676.500000 Penalty: 5094.883789
	Iteration 12Q: 3 clusters Score -3440676 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3440862.500000 Penalty: 5094.883789
	Iteration 13Q: 3 clusters Score -3440862 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3440993.250000 Penalty: 5094.883789
	Iteration 14Q: 3 clusters Score -3440993 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3441074.500000 Penalty: 5094.883789
	Iteration 15Q: 3 clusters Score -3441074 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3441107.500000 Penalty: 5094.883789
	Iteration 16Q: 3 clusters Score -3441108 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3441163.500000 Penalty: 5094.883789
	Iteration 17Q: 3 clusters Score -3441164 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3441190.000000 Penalty: 5094.883789
	Iteration 18Q: 3 clusters Score -3441190 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -3441211.500000 Penalty: 5094.883789
	Iteration 19Q: 3 clusters Score -3441212 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3441232.000000 Penalty: 5094.883789
	Iteration 20F: 3 clusters Score -3441232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3441257.250000 Penalty: 5094.883789
	Iteration 21Q: 3 clusters Score -3441257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3441263.250000 Penalty: 5094.883789
	Iteration 22Q: 3 clusters Score -3441263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -3441272.500000 Penalty: 5094.883789
	Iteration 23Q: 3 clusters Score -3441272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3441291.750000 Penalty: 5094.883789
	Iteration 24Q: 3 clusters Score -3441292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -3441299.750000 Penalty: 5094.883789
	Iteration 25Q: 3 clusters Score -3441300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3441298.000000 Penalty: 5094.883789
	Iteration 26Q: 3 clusters Score -3441298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3441296.000000 Penalty: 5094.883789
	Iteration 27Q: 3 clusters Score -3441296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -3441304.750000 Penalty: 5094.883789
	Iteration 28Q: 3 clusters Score -3441305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3441304.500000 Penalty: 5094.883789
	Iteration 29Q: 3 clusters Score -3441304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -3441305.250000 Penalty: 5094.883789
	Iteration 30Q: 3 clusters Score -3441305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3441320.000000 Penalty: 5094.883789
	Iteration 31Q: 3 clusters Score -3441320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3441317.250000 Penalty: 5094.883789
	Iteration 32Q: 3 clusters Score -3441317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -3441315.500000 Penalty: 5094.883789
	Iteration 33Q: 3 clusters Score -3441316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3441320.500000 Penalty: 5094.883789
	Iteration 34Q: 3 clusters Score -3441320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3441326.500000 Penalty: 5094.883789
	Iteration 35Q: 3 clusters Score -3441326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3441345.500000 Penalty: 5094.883789
	Iteration 36Q: 3 clusters Score -3441346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3441349.750000 Penalty: 5094.883789
	Iteration 37Q: 3 clusters Score -3441350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -3441358.250000 Penalty: 5094.883789
	Iteration 38Q: 3 clusters Score -3441358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3441359.500000 Penalty: 5094.883789
	Iteration 39Q: 3 clusters Score -3441360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3441360.250000 Penalty: 5094.883789
	Iteration 40F: 3 clusters Score -3441360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3441365.750000 Penalty: 5094.883789
	Iteration 41Q: 3 clusters Score -3441366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3441369.000000 Penalty: 5094.883789
	Iteration 42Q: 3 clusters Score -3441369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3441378.750000 Penalty: 5094.883789
	Iteration 43Q: 3 clusters Score -3441379 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3441384.250000 Penalty: 5094.883789
	Iteration 44Q: 3 clusters Score -3441384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3441396.250000 Penalty: 5094.883789
	Iteration 45Q: 3 clusters Score -3441396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3441404.000000 Penalty: 5094.883789
	Iteration 46Q: 3 clusters Score -3441404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3441411.250000 Penalty: 5094.883789
	Iteration 47Q: 3 clusters Score -3441411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3441419.250000 Penalty: 5094.883789
	Iteration 48Q: 3 clusters Score -3441419 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3441432.500000 Penalty: 5094.883789
	Iteration 49Q: 3 clusters Score -3441432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3441437.000000 Penalty: 5094.883789
	Iteration 50Q: 3 clusters Score -3441437 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3441441.750000 Penalty: 5094.883789
	Iteration 51Q: 3 clusters Score -3441442 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -3441454.750000 Penalty: 5094.883789
	Iteration 52Q: 3 clusters Score -3441455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -3441474.750000 Penalty: 5094.883789
	Iteration 53Q: 3 clusters Score -3441475 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -3441482.500000 Penalty: 5094.883789
	Iteration 54Q: 3 clusters Score -3441482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3441491.250000 Penalty: 5094.883789
	Iteration 55Q: 3 clusters Score -3441491 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3441509.750000 Penalty: 5094.883789
	Iteration 56Q: 3 clusters Score -3441510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -3441530.750000 Penalty: 5094.883789
	Iteration 57Q: 3 clusters Score -3441531 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3441532.500000 Penalty: 5094.883789
	Iteration 58Q: 3 clusters Score -3441532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3441546.000000 Penalty: 5094.883789
	Iteration 59Q: 3 clusters Score -3441546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3441565.750000 Penalty: 5094.883789
	Iteration 60F: 3 clusters Score -3441566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3441569.750000 Penalty: 5094.883789
	Iteration 61Q: 3 clusters Score -3441570 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3441586.750000 Penalty: 5094.883789
	Iteration 62Q: 3 clusters Score -3441587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3441594.000000 Penalty: 5094.883789
	Iteration 63Q: 3 clusters Score -3441594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3441633.500000 Penalty: 5094.883789
	Iteration 64Q: 3 clusters Score -3441634 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3441661.500000 Penalty: 5094.883789
	Iteration 65Q: 3 clusters Score -3441662 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3441675.750000 Penalty: 5094.883789
	Iteration 66Q: 3 clusters Score -3441676 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3441713.000000 Penalty: 5094.883789
	Iteration 67Q: 3 clusters Score -3441713 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3441742.500000 Penalty: 5094.883789
	Iteration 68Q: 3 clusters Score -3441742 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3441776.000000 Penalty: 5094.883789
	Iteration 69Q: 3 clusters Score -3441776 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3441807.750000 Penalty: 5094.883789
	Iteration 70Q: 3 clusters Score -3441808 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3441883.500000 Penalty: 5094.883789
	Iteration 71Q: 3 clusters Score -3441884 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3441972 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3442044.500000 Penalty: 5094.883789
	Iteration 73Q: 3 clusters Score -3442044 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3442132.250000 Penalty: 5094.883789
	Iteration 74Q: 3 clusters Score -3442132 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3442205.250000 Penalty: 5094.883789
	Iteration 75Q: 3 clusters Score -3442205 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3442289.500000 Penalty: 5094.883789
	Iteration 76Q: 3 clusters Score -3442290 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3442384.750000 Penalty: 5094.883789
	Iteration 77Q: 3 clusters Score -3442385 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3442473.500000 Penalty: 5094.883789
	Iteration 78Q: 3 clusters Score -3442474 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3442557.500000 Penalty: 5094.883789
	Iteration 79Q: 3 clusters Score -3442558 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -3442631.500000 Penalty: 5094.883789
	Iteration 80F: 3 clusters Score -3442632 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3442712.250000 Penalty: 5094.883789
	Iteration 81Q: 3 clusters Score -3442712 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3442791.500000 Penalty: 5094.883789
	Iteration 82Q: 3 clusters Score -3442792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3442871.750000 Penalty: 5094.883789
	Iteration 83Q: 3 clusters Score -3442872 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3442940.500000 Penalty: 5094.883789
	Iteration 84Q: 3 clusters Score -3442940 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3442993.000000 Penalty: 5094.883789
	Iteration 85Q: 3 clusters Score -3442993 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -3443028.250000 Penalty: 5094.883789
	Iteration 86Q: 3 clusters Score -3443028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3443065.500000 Penalty: 5094.883789
	Iteration 87Q: 3 clusters Score -3443066 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3443103.000000 Penalty: 5094.883789
	Iteration 88Q: 3 clusters Score -3443103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -3443131.750000 Penalty: 5094.883789
	Iteration 89Q: 3 clusters Score -3443132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3443147.500000 Penalty: 5094.883789
	Iteration 90Q: 3 clusters Score -3443148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3443170.750000 Penalty: 5094.883789
	Iteration 91Q: 3 clusters Score -3443171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3443175.000000 Penalty: 5094.883789
	Iteration 92Q: 3 clusters Score -3443175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3443182.000000 Penalty: 5094.883789
	Iteration 93Q: 3 clusters Score -3443182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3443190.000000 Penalty: 5094.883789
	Iteration 94Q: 3 clusters Score -3443190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3443203.750000 Penalty: 5094.883789
	Iteration 95Q: 3 clusters Score -3443204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3443209.250000 Penalty: 5094.883789
	Iteration 96Q: 3 clusters Score -3443209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3443215.000000 Penalty: 5094.883789
	Iteration 97Q: 3 clusters Score -3443215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3443225.250000 Penalty: 5094.883789
	Iteration 98Q: 3 clusters Score -3443225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3443232.000000 Penalty: 5094.883789
	Iteration 99Q: 3 clusters Score -3443232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3443233.000000 Penalty: 5094.883789
	Iteration 100F: 3 clusters Score -3443233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3443232.250000 Penalty: 5094.883789
	Iteration 101Q: 3 clusters Score -3443232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3443234.750000 Penalty: 5094.883789
	Iteration 102Q: 3 clusters Score -3443235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3443243.750000 Penalty: 5094.883789
	Iteration 103Q: 3 clusters Score -3443244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3443247.250000 Penalty: 5094.883789
	Iteration 104Q: 3 clusters Score -3443247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3443244.250000 Penalty: 5094.883789
	Iteration 105Q: 3 clusters Score -3443244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3443251.500000 Penalty: 5094.883789
	Iteration 106Q: 3 clusters Score -3443252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3443259.500000 Penalty: 5094.883789
	Iteration 107Q: 3 clusters Score -3443260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3443259.750000 Penalty: 5094.883789
	Iteration 108Q: 3 clusters Score -3443260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3443263.500000 Penalty: 5094.883789
	Iteration 109Q: 3 clusters Score -3443264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3443269.500000 Penalty: 5094.883789
	Iteration 110Q: 3 clusters Score -3443270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3443268.250000 Penalty: 5094.883789
	Iteration 111Q: 3 clusters Score -3443268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3443279.750000 Penalty: 5094.883789
	Iteration 112Q: 3 clusters Score -3443280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3443283.000000 Penalty: 5094.883789
	Iteration 113Q: 3 clusters Score -3443283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3443286.500000 Penalty: 5094.883789
	Iteration 114Q: 3 clusters Score -3443286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3443285.500000 Penalty: 5094.883789
	Iteration 115Q: 3 clusters Score -3443286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3443296.000000 Penalty: 5094.883789
	Iteration 116Q: 3 clusters Score -3443296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3443305.000000 Penalty: 5094.883789
	Iteration 117Q: 3 clusters Score -3443305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3443301.750000 Penalty: 5094.883789
	Iteration 118Q: 3 clusters Score -3443302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3443303.250000 Penalty: 5094.883789
	Iteration 119Q: 3 clusters Score -3443303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3443312.500000 Penalty: 5094.883789
	Iteration 120F: 3 clusters Score -3443312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3443313.000000 Penalty: 5094.883789
	Iteration 121Q: 3 clusters Score -3443313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3443311.750000 Penalty: 5094.883789
	Iteration 122Q: 3 clusters Score -3443312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3443311.250000 Penalty: 5094.883789
	Iteration 123Q: 3 clusters Score -3443311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3443312.500000 Penalty: 5094.883789
	Iteration 124Q: 3 clusters Score -3443312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3443310.500000 Penalty: 5094.883789
	Iteration 125Q: 3 clusters Score -3443310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3443310.500000 Penalty: 5094.883789
	Iteration 126F: 3 clusters Score -3443310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (32793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Entering Unmasked Estep 
Score: -3745520.000000 Penalty: 2578.696533
	Iteration 0F: 2 clusters Score -3745520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3723192.750000 Penalty: 5157.393066
	Iteration 0F: 3 clusters Score -3723193 nChanged 14818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3731463.250000 Penalty: 5157.393066
	Iteration 1F: 3 clusters Score -3731463 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3732477.250000 Penalty: 5157.393066
	Iteration 2F: 3 clusters Score -3732477 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -3733789.500000 Penalty: 5157.393066
	Iteration 3F: 3 clusters Score -3733790 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3735272.750000 Penalty: 5157.393066
	Iteration 4F: 3 clusters Score -3735273 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3736784.500000 Penalty: 5157.393066
	Iteration 5F: 3 clusters Score -3736784 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3738078.250000 Penalty: 5157.393066
	Iteration 6F: 3 clusters Score -3738078 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3739112.750000 Penalty: 5157.393066
	Iteration 7F: 3 clusters Score -3739113 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3740141.750000 Penalty: 5157.393066
	Iteration 8Q: 3 clusters Score -3740142 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3741134.000000 Penalty: 5157.393066
	Iteration 9Q: 3 clusters Score -3741134 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3742023.250000 Penalty: 5157.393066
	Iteration 10Q: 3 clusters Score -3742023 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3742676.500000 Penalty: 5157.393066
	Iteration 11Q: 3 clusters Score -3742676 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3743021.500000 Penalty: 5157.393066
	Iteration 12Q: 3 clusters Score -3743022 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3743204.750000 Penalty: 5157.393066
	Iteration 13Q: 3 clusters Score -3743205 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3743305.750000 Penalty: 5157.393066
	Iteration 14Q: 3 clusters Score -3743306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3743400.250000 Penalty: 5157.393066
	Iteration 15Q: 3 clusters Score -3743400 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3743464.000000 Penalty: 5157.393066
	Iteration 16Q: 3 clusters Score -3743464 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3743527.500000 Penalty: 5157.393066
	Iteration 17Q: 3 clusters Score -3743528 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3743568.500000 Penalty: 5157.393066
	Iteration 18Q: 3 clusters Score -3743568 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3743617.750000 Penalty: 5157.393066
	Iteration 19Q: 3 clusters Score -3743618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3743662.500000 Penalty: 5157.393066
	Iteration 20F: 3 clusters Score -3743662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3743699.500000 Penalty: 5157.393066
	Iteration 21Q: 3 clusters Score -3743700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3743737.250000 Penalty: 5157.393066
	Iteration 22Q: 3 clusters Score -3743737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3743757.750000 Penalty: 5157.393066
	Iteration 23Q: 3 clusters Score -3743758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3743783.500000 Penalty: 5157.393066
	Iteration 24Q: 3 clusters Score -3743784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3743792.000000 Penalty: 5157.393066
	Iteration 25Q: 3 clusters Score -3743792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3743798.000000 Penalty: 5157.393066
	Iteration 26Q: 3 clusters Score -3743798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3743806.500000 Penalty: 5157.393066
	Iteration 27Q: 3 clusters Score -3743806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3743810.750000 Penalty: 5157.393066
	Iteration 28Q: 3 clusters Score -3743811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3743823.250000 Penalty: 5157.393066
	Iteration 29Q: 3 clusters Score -3743823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3743816.500000 Penalty: 5157.393066
	Iteration 30Q: 3 clusters Score -3743816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3743819.250000 Penalty: 5157.393066
	Iteration 31Q: 3 clusters Score -3743819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3743813.000000 Penalty: 5157.393066
	Iteration 32Q: 3 clusters Score -3743813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3743821.500000 Penalty: 5157.393066
	Iteration 33Q: 3 clusters Score -3743822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3743827.500000 Penalty: 5157.393066
	Iteration 34Q: 3 clusters Score -3743828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3743830.000000 Penalty: 5157.393066
	Iteration 35Q: 3 clusters Score -3743830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3743836.750000 Penalty: 5157.393066
	Iteration 36Q: 3 clusters Score -3743837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3743832.500000 Penalty: 5157.393066
	Iteration 37Q: 3 clusters Score -3743832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3743833.250000 Penalty: 5157.393066
	Iteration 38Q: 3 clusters Score -3743833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3743833.500000 Penalty: 5157.393066
	Iteration 39Q: 3 clusters Score -3743834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3743833.750000 Penalty: 5157.393066
	Iteration 40F: 3 clusters Score -3743834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3743838.000000 Penalty: 5157.393066
	Iteration 41Q: 3 clusters Score -3743838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3743835.000000 Penalty: 5157.393066
	Iteration 42Q: 3 clusters Score -3743835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3743836.500000 Penalty: 5157.393066
	Iteration 43Q: 3 clusters Score -3743836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3743839.000000 Penalty: 5157.393066
	Iteration 44Q: 3 clusters Score -3743839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3743839.000000 Penalty: 5157.393066
	Iteration 45F: 3 clusters Score -3743839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Entering Unmasked Estep 
Score: -2184907.750000 Penalty: 2437.867432
	Iteration 0F: 2 clusters Score -2184908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2171783.500000 Penalty: 4875.734863
	Iteration 0F: 3 clusters Score -2171784 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2176256.500000 Penalty: 4875.734863
	Iteration 1F: 3 clusters Score -2176256 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2176754.250000 Penalty: 4875.734863
	Iteration 2F: 3 clusters Score -2176754 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2177271.750000 Penalty: 4875.734863
	Iteration 3F: 3 clusters Score -2177272 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2177844.250000 Penalty: 4875.734863
	Iteration 4F: 3 clusters Score -2177844 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2178490.250000 Penalty: 4875.734863
	Iteration 5F: 3 clusters Score -2178490 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2179258.750000 Penalty: 4875.734863
	Iteration 6F: 3 clusters Score -2179259 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2180042.000000 Penalty: 4875.734863
	Iteration 7F: 3 clusters Score -2180042 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2180804.000000 Penalty: 4875.734863
	Iteration 8F: 3 clusters Score -2180804 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -2181469.500000 Penalty: 4875.734863
	Iteration 9F: 3 clusters Score -2181470 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2181976.500000 Penalty: 4875.734863
	Iteration 10Q: 3 clusters Score -2181976 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2182348.500000 Penalty: 4875.734863
	Iteration 11Q: 3 clusters Score -2182348 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2182590.750000 Penalty: 4875.734863
	Iteration 12Q: 3 clusters Score -2182591 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2182771.000000 Penalty: 4875.734863
	Iteration 13Q: 3 clusters Score -2182771 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2182901.750000 Penalty: 4875.734863
	Iteration 14Q: 3 clusters Score -2182902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2183008.250000 Penalty: 4875.734863
	Iteration 15Q: 3 clusters Score -2183008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2183079.500000 Penalty: 4875.734863
	Iteration 16Q: 3 clusters Score -2183080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2183145.000000 Penalty: 4875.734863
	Iteration 17Q: 3 clusters Score -2183145 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2183189.500000 Penalty: 4875.734863
	Iteration 18Q: 3 clusters Score -2183190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2183227.250000 Penalty: 4875.734863
	Iteration 19Q: 3 clusters Score -2183227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2183248.000000 Penalty: 4875.734863
	Iteration 20F: 3 clusters Score -2183248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2183262.750000 Penalty: 4875.734863
	Iteration 21Q: 3 clusters Score -2183263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2183281.750000 Penalty: 4875.734863
	Iteration 22Q: 3 clusters Score -2183282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2183296.250000 Penalty: 4875.734863
	Iteration 23Q: 3 clusters Score -2183296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2183302.750000 Penalty: 4875.734863
	Iteration 24Q: 3 clusters Score -2183303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2183314.500000 Penalty: 4875.734863
	Iteration 25Q: 3 clusters Score -2183314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2183320.750000 Penalty: 4875.734863
	Iteration 26Q: 3 clusters Score -2183321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2183325.000000 Penalty: 4875.734863
	Iteration 27Q: 3 clusters Score -2183325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2183335.750000 Penalty: 4875.734863
	Iteration 28Q: 3 clusters Score -2183336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2183337.750000 Penalty: 4875.734863
	Iteration 29Q: 3 clusters Score -2183338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2183351.750000 Penalty: 4875.734863
	Iteration 30Q: 3 clusters Score -2183352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2183359.750000 Penalty: 4875.734863
	Iteration 31Q: 3 clusters Score -2183360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2183365.750000 Penalty: 4875.734863
	Iteration 32Q: 3 clusters Score -2183366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2183368.500000 Penalty: 4875.734863
	Iteration 33Q: 3 clusters Score -2183368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2183371.500000 Penalty: 4875.734863
	Iteration 34Q: 3 clusters Score -2183372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2183381.250000 Penalty: 4875.734863
	Iteration 35Q: 3 clusters Score -2183381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2183382.250000 Penalty: 4875.734863
	Iteration 36Q: 3 clusters Score -2183382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2183383.750000 Penalty: 4875.734863
	Iteration 37Q: 3 clusters Score -2183384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2183382.750000 Penalty: 4875.734863
	Iteration 38Q: 3 clusters Score -2183383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2183390.000000 Penalty: 4875.734863
	Iteration 39Q: 3 clusters Score -2183390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2183394.500000 Penalty: 4875.734863
	Iteration 40F: 3 clusters Score -2183394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2183399.000000 Penalty: 4875.734863
	Iteration 41Q: 3 clusters Score -2183399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2183403.500000 Penalty: 4875.734863
	Iteration 42Q: 3 clusters Score -2183404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2183417.750000 Penalty: 4875.734863
	Iteration 43Q: 3 clusters Score -2183418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2183418.000000 Penalty: 4875.734863
	Iteration 44Q: 3 clusters Score -2183418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2183422.500000 Penalty: 4875.734863
	Iteration 45Q: 3 clusters Score -2183422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2183426.250000 Penalty: 4875.734863
	Iteration 46Q: 3 clusters Score -2183426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2183437.000000 Penalty: 4875.734863
	Iteration 47Q: 3 clusters Score -2183437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2183445.500000 Penalty: 4875.734863
	Iteration 48Q: 3 clusters Score -2183446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2183460.250000 Penalty: 4875.734863
	Iteration 49Q: 3 clusters Score -2183460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2183470.250000 Penalty: 4875.734863
	Iteration 50Q: 3 clusters Score -2183470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2183478.750000 Penalty: 4875.734863
	Iteration 51Q: 3 clusters Score -2183479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2183489.500000 Penalty: 4875.734863
	Iteration 52Q: 3 clusters Score -2183490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2183497.750000 Penalty: 4875.734863
	Iteration 53Q: 3 clusters Score -2183498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2183509.250000 Penalty: 4875.734863
	Iteration 54Q: 3 clusters Score -2183509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2183514.750000 Penalty: 4875.734863
	Iteration 55Q: 3 clusters Score -2183515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2183524.000000 Penalty: 4875.734863
	Iteration 56Q: 3 clusters Score -2183524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2183523.000000 Penalty: 4875.734863
	Iteration 57Q: 3 clusters Score -2183523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2183525.250000 Penalty: 4875.734863
	Iteration 58Q: 3 clusters Score -2183525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2183532.250000 Penalty: 4875.734863
	Iteration 59Q: 3 clusters Score -2183532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2183538.250000 Penalty: 4875.734863
	Iteration 60F: 3 clusters Score -2183538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2183538.750000 Penalty: 4875.734863
	Iteration 61Q: 3 clusters Score -2183539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2183543.250000 Penalty: 4875.734863
	Iteration 62Q: 3 clusters Score -2183543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2183552.500000 Penalty: 4875.734863
	Iteration 63Q: 3 clusters Score -2183552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2183560.000000 Penalty: 4875.734863
	Iteration 64Q: 3 clusters Score -2183560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2183562.750000 Penalty: 4875.734863
	Iteration 65Q: 3 clusters Score -2183563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2183567.250000 Penalty: 4875.734863
	Iteration 66Q: 3 clusters Score -2183567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2183572.000000 Penalty: 4875.734863
	Iteration 67Q: 3 clusters Score -2183572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2183570.500000 Penalty: 4875.734863
	Iteration 68Q: 3 clusters Score -2183570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2183587.750000 Penalty: 4875.734863
	Iteration 69Q: 3 clusters Score -2183588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2183598.750000 Penalty: 4875.734863
	Iteration 70Q: 3 clusters Score -2183599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2183605.500000 Penalty: 4875.734863
	Iteration 71Q: 3 clusters Score -2183606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2183608.000000 Penalty: 4875.734863
	Iteration 72Q: 3 clusters Score -2183608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2183624.000000 Penalty: 4875.734863
	Iteration 73Q: 3 clusters Score -2183624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2183633.250000 Penalty: 4875.734863
	Iteration 74Q: 3 clusters Score -2183633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2183649.500000 Penalty: 4875.734863
	Iteration 75Q: 3 clusters Score -2183650 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2183667.250000 Penalty: 4875.734863
	Iteration 76Q: 3 clusters Score -2183667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2183680.250000 Penalty: 4875.734863
	Iteration 77Q: 3 clusters Score -2183680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2183688.500000 Penalty: 4875.734863
	Iteration 78Q: 3 clusters Score -2183688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2183695.500000 Penalty: 4875.734863
	Iteration 79Q: 3 clusters Score -2183696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2183705.250000 Penalty: 4875.734863
	Iteration 80F: 3 clusters Score -2183705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2183710.000000 Penalty: 4875.734863
	Iteration 81Q: 3 clusters Score -2183710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2183711.500000 Penalty: 4875.734863
	Iteration 82Q: 3 clusters Score -2183712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2183718.000000 Penalty: 4875.734863
	Iteration 83Q: 3 clusters Score -2183718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2183727.000000 Penalty: 4875.734863
	Iteration 84Q: 3 clusters Score -2183727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2183727.500000 Penalty: 4875.734863
	Iteration 85Q: 3 clusters Score -2183728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2183722.000000 Penalty: 4875.734863
	Iteration 86Q: 3 clusters Score -2183722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2183730.500000 Penalty: 4875.734863
	Iteration 87Q: 3 clusters Score -2183730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2183734.500000 Penalty: 4875.734863
	Iteration 88Q: 3 clusters Score -2183734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2183739.000000 Penalty: 4875.734863
	Iteration 89Q: 3 clusters Score -2183739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2183747.000000 Penalty: 4875.734863
	Iteration 90Q: 3 clusters Score -2183747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2183752.000000 Penalty: 4875.734863
	Iteration 91Q: 3 clusters Score -2183752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2183754.250000 Penalty: 4875.734863
	Iteration 92Q: 3 clusters Score -2183754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2183753.000000 Penalty: 4875.734863
	Iteration 93Q: 3 clusters Score -2183753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -2183753.250000 Penalty: 4875.734863
	Iteration 94Q: 3 clusters Score -2183753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2183753.750000 Penalty: 4875.734863
	Iteration 95Q: 3 clusters Score -2183754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2183757.500000 Penalty: 4875.734863
	Iteration 96Q: 3 clusters Score -2183758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2183766.750000 Penalty: 4875.734863
	Iteration 97Q: 3 clusters Score -2183767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2183765.000000 Penalty: 4875.734863
	Iteration 98Q: 3 clusters Score -2183765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2183765.500000 Penalty: 4875.734863
	Iteration 99Q: 3 clusters Score -2183766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2183770.500000 Penalty: 4875.734863
	Iteration 100F: 3 clusters Score -2183770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2183773.750000 Penalty: 4875.734863
	Iteration 101Q: 3 clusters Score -2183774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2183771.000000 Penalty: 4875.734863
	Iteration 102Q: 3 clusters Score -2183771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2183769.250000 Penalty: 4875.734863
	Iteration 103Q: 3 clusters Score -2183769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2183773.250000 Penalty: 4875.734863
	Iteration 104Q: 3 clusters Score -2183773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2183773.250000 Penalty: 4875.734863
	Iteration 105Q: 3 clusters Score -2183773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2183773.000000 Penalty: 4875.734863
	Iteration 106Q: 3 clusters Score -2183773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2183779.250000 Penalty: 4875.734863
	Iteration 107Q: 3 clusters Score -2183779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2183778.500000 Penalty: 4875.734863
	Iteration 108Q: 3 clusters Score -2183778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2183776.750000 Penalty: 4875.734863
	Iteration 109Q: 3 clusters Score -2183777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2183778.500000 Penalty: 4875.734863
	Iteration 110Q: 3 clusters Score -2183778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2183778.000000 Penalty: 4875.734863
	Iteration 111Q: 3 clusters Score -2183778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2183776.500000 Penalty: 4875.734863
	Iteration 112Q: 3 clusters Score -2183776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2183777.750000 Penalty: 4875.734863
	Iteration 113Q: 3 clusters Score -2183778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2183778.500000 Penalty: 4875.734863
	Iteration 114Q: 3 clusters Score -2183778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2183779.000000 Penalty: 4875.734863
	Iteration 115Q: 3 clusters Score -2183779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2183777.750000 Penalty: 4875.734863
	Iteration 116Q: 3 clusters Score -2183778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2183777.750000 Penalty: 4875.734863
	Iteration 117F: 3 clusters Score -2183778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -33826.839844 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -33826.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32506.332031 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -32506.33 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32709.400391 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -32709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32806.410156 Penalty: 2929.059326
	Iteration 2Q: 3 clusters Score -32806.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32839.042969 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -32839.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32852.765625 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -32852.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32868.640625 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -32868.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32870.179688 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -32870.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32870.179688 Penalty: 2929.059326
	Iteration 7F: 3 clusters Score -32870.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -570370.437500 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -570370.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -565609.250000 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -565609.2 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -566900.187500 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -566900.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -567244.000000 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -567244 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -567521.375000 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -567521.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -567791.625000 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -567791.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -568123.937500 Penalty: 4263.709961
	Iteration 5F: 3 clusters Score -568123.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -568519.500000 Penalty: 4263.709961
	Iteration 6F: 3 clusters Score -568519.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -568896.625000 Penalty: 4263.709961
	Iteration 7F: 3 clusters Score -568896.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -569166.687500 Penalty: 4263.709961
	Iteration 8F: 3 clusters Score -569166.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -569348.312500 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -569348.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -569479.250000 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -569479.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -569578.000000 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -569578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -569650.812500 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -569650.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -569723.000000 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -569723 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -569817.625000 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -569817.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -569880.125000 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -569880.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -569919.625000 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -569919.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -569984.812500 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -569984.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -570070.875000 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -570070.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -570151.875000 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -570151.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -570181.312500 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -570181.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -570195.812500 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -570195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -570200.062500 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -570200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -570200.937500 Penalty: 4263.709961
	Iteration 23Q: 3 clusters Score -570200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -570202.312500 Penalty: 4263.709961
	Iteration 24Q: 3 clusters Score -570202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -570201.687500 Penalty: 4263.709961
	Iteration 25Q: 3 clusters Score -570201.7 nChanged 1
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: -570202.437500 Penalty: 4263.709961
	Iteration 26Q: 3 clusters Score -570202.4 nChanged 0
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: -570202.437500 Penalty: 4263.709961
	Iteration 27F: 3 clusters Score -570202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (126622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126622 members 
Entering Unmasked Estep 
Score: -14767049.000000 Penalty: 2913.742432
	Iteration 0F: 2 clusters Score -1.476705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -14682521.000000 Penalty: 5827.484863
	Iteration 0F: 3 clusters Score -1.468252e+07 nChanged 60331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -14717811.000000 Penalty: 5827.484863
	Iteration 1F: 3 clusters Score -1.471781e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -14719230.000000 Penalty: 5827.484863
	Iteration 2Q: 3 clusters Score -1.471923e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62383 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -14720973.000000 Penalty: 5827.484863
	Iteration 3Q: 3 clusters Score -1.472097e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -14723247.000000 Penalty: 5827.484863
	Iteration 4Q: 3 clusters Score -1.472325e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -14725717.000000 Penalty: 5827.484863
	Iteration 5Q: 3 clusters Score -1.472572e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -14728267.000000 Penalty: 5827.484863
	Iteration 6Q: 3 clusters Score -1.472827e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -14730957.000000 Penalty: 5827.484863
	Iteration 7Q: 3 clusters Score -1.473096e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -14733129.000000 Penalty: 5827.484863
	Iteration 8Q: 3 clusters Score -1.473313e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -14734823.000000 Penalty: 5827.484863
	Iteration 9Q: 3 clusters Score -1.473482e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -14736251.000000 Penalty: 5827.484863
	Iteration 10Q: 3 clusters Score -1.473625e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -14737535.000000 Penalty: 5827.484863
	Iteration 11Q: 3 clusters Score -1.473754e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64269 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -14738732.000000 Penalty: 5827.484863
	Iteration 12Q: 3 clusters Score -1.473873e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -14739871.000000 Penalty: 5827.484863
	Iteration 13Q: 3 clusters Score -1.473987e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -14741137.000000 Penalty: 5827.484863
	Iteration 14Q: 3 clusters Score -1.474114e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63059 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -14742509.000000 Penalty: 5827.484863
	Iteration 15Q: 3 clusters Score -1.474251e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -14743889.000000 Penalty: 5827.484863
	Iteration 16Q: 3 clusters Score -1.474389e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 63680 members 
Entering Unmasked Estep 
Score: -14745102.000000 Penalty: 5827.484863
	Iteration 17Q: 3 clusters Score -1.47451e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -14745867.000000 Penalty: 5827.484863
	Iteration 18Q: 3 clusters Score -1.474587e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -14746351.000000 Penalty: 5827.484863
	Iteration 19Q: 3 clusters Score -1.474635e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -14746664.000000 Penalty: 5827.484863
	Iteration 20F: 3 clusters Score -1.474666e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -14746889.000000 Penalty: 5827.484863
	Iteration 21Q: 3 clusters Score -1.474689e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -14747036.000000 Penalty: 5827.484863
	Iteration 22Q: 3 clusters Score -1.474704e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -14747224.000000 Penalty: 5827.484863
	Iteration 23Q: 3 clusters Score -1.474722e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -14747285.000000 Penalty: 5827.484863
	Iteration 24Q: 3 clusters Score -1.474728e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -14747370.000000 Penalty: 5827.484863
	Iteration 25Q: 3 clusters Score -1.474737e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -14747471.000000 Penalty: 5827.484863
	Iteration 26Q: 3 clusters Score -1.474747e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -14747625.000000 Penalty: 5827.484863
	Iteration 27Q: 3 clusters Score -1.474762e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -14747790.000000 Penalty: 5827.484863
	Iteration 28Q: 3 clusters Score -1.474779e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 59901 members 
Entering Unmasked Estep 
Score: -14747873.000000 Penalty: 5827.484863
	Iteration 29Q: 3 clusters Score -1.474787e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67001 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -14747965.000000 Penalty: 5827.484863
	Iteration 30Q: 3 clusters Score -1.474796e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67251 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -14748024.000000 Penalty: 5827.484863
	Iteration 31Q: 3 clusters Score -1.474802e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -14748069.000000 Penalty: 5827.484863
	Iteration 32Q: 3 clusters Score -1.474807e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -14748118.000000 Penalty: 5827.484863
	Iteration 33Q: 3 clusters Score -1.474812e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -14748212.000000 Penalty: 5827.484863
	Iteration 34Q: 3 clusters Score -1.474821e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -14748270.000000 Penalty: 5827.484863
	Iteration 35Q: 3 clusters Score -1.474827e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68358 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -14748324.000000 Penalty: 5827.484863
	Iteration 36Q: 3 clusters Score -1.474832e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -14748385.000000 Penalty: 5827.484863
	Iteration 37Q: 3 clusters Score -1.474838e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68756 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -14748434.000000 Penalty: 5827.484863
	Iteration 38Q: 3 clusters Score -1.474843e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -14748439.000000 Penalty: 5827.484863
	Iteration 39Q: 3 clusters Score -1.474844e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69200 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -14748459.000000 Penalty: 5827.484863
	Iteration 40F: 3 clusters Score -1.474846e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -14748499.000000 Penalty: 5827.484863
	Iteration 41Q: 3 clusters Score -1.47485e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -14748497.000000 Penalty: 5827.484863
	Iteration 42Q: 3 clusters Score -1.47485e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -14748543.000000 Penalty: 5827.484863
	Iteration 43Q: 3 clusters Score -1.474854e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70312 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -14748573.000000 Penalty: 5827.484863
	Iteration 44Q: 3 clusters Score -1.474857e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -14748569.000000 Penalty: 5827.484863
	Iteration 45Q: 3 clusters Score -1.474857e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -14748574.000000 Penalty: 5827.484863
	Iteration 46Q: 3 clusters Score -1.474857e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -14748578.000000 Penalty: 5827.484863
	Iteration 47Q: 3 clusters Score -1.474858e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -14748604.000000 Penalty: 5827.484863
	Iteration 48Q: 3 clusters Score -1.47486e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71789 members 
Mstep: Class 2 contains 54833 members 
Entering Unmasked Estep 
Score: -14748660.000000 Penalty: 5827.484863
	Iteration 49Q: 3 clusters Score -1.474866e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -14748725.000000 Penalty: 5827.484863
	Iteration 50Q: 3 clusters Score -1.474872e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -14748804.000000 Penalty: 5827.484863
	Iteration 51Q: 3 clusters Score -1.47488e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -14748853.000000 Penalty: 5827.484863
	Iteration 52Q: 3 clusters Score -1.474885e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72992 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -14748917.000000 Penalty: 5827.484863
	Iteration 53Q: 3 clusters Score -1.474892e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73330 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -14748971.000000 Penalty: 5827.484863
	Iteration 54Q: 3 clusters Score -1.474897e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -14748928.000000 Penalty: 5827.484863
	Iteration 55Q: 3 clusters Score -1.474893e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73980 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -14748939.000000 Penalty: 5827.484863
	Iteration 56Q: 3 clusters Score -1.474894e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -14748981.000000 Penalty: 5827.484863
	Iteration 57Q: 3 clusters Score -1.474898e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -14748949.000000 Penalty: 5827.484863
	Iteration 58Q: 3 clusters Score -1.474895e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -14748998.000000 Penalty: 5827.484863
	Iteration 59Q: 3 clusters Score -1.4749e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -14749053.000000 Penalty: 5827.484863
	Iteration 60F: 3 clusters Score -1.474905e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -14749038.000000 Penalty: 5827.484863
	Iteration 61Q: 3 clusters Score -1.474904e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -14749097.000000 Penalty: 5827.484863
	Iteration 62Q: 3 clusters Score -1.47491e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -14749156.000000 Penalty: 5827.484863
	Iteration 63Q: 3 clusters Score -1.474916e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -14749187.000000 Penalty: 5827.484863
	Iteration 64Q: 3 clusters Score -1.474919e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -14749234.000000 Penalty: 5827.484863
	Iteration 65Q: 3 clusters Score -1.474923e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -14749296.000000 Penalty: 5827.484863
	Iteration 66Q: 3 clusters Score -1.47493e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -14749409.000000 Penalty: 5827.484863
	Iteration 67Q: 3 clusters Score -1.474941e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -14749548.000000 Penalty: 5827.484863
	Iteration 68Q: 3 clusters Score -1.474955e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -14749605.000000 Penalty: 5827.484863
	Iteration 69Q: 3 clusters Score -1.47496e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -14749664.000000 Penalty: 5827.484863
	Iteration 70Q: 3 clusters Score -1.474966e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -14749743.000000 Penalty: 5827.484863
	Iteration 71Q: 3 clusters Score -1.474974e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -14749926.000000 Penalty: 5827.484863
	Iteration 72Q: 3 clusters Score -1.474993e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83536 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -14750050.000000 Penalty: 5827.484863
	Iteration 73Q: 3 clusters Score -1.475005e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -14750123.000000 Penalty: 5827.484863
	Iteration 74Q: 3 clusters Score -1.475012e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -14750366.000000 Penalty: 5827.484863
	Iteration 75Q: 3 clusters Score -1.475037e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -14750510.000000 Penalty: 5827.484863
	Iteration 76Q: 3 clusters Score -1.475051e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -14750789.000000 Penalty: 5827.484863
	Iteration 77Q: 3 clusters Score -1.475079e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.475109e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -14751411.000000 Penalty: 5827.484863
	Iteration 79Q: 3 clusters Score -1.475141e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92471 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -14751807.000000 Penalty: 5827.484863
	Iteration 80F: 3 clusters Score -1.475181e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -14752195.000000 Penalty: 5827.484863
	Iteration 81Q: 3 clusters Score -1.47522e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -14752677.000000 Penalty: 5827.484863
	Iteration 82Q: 3 clusters Score -1.475268e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -14753234.000000 Penalty: 5827.484863
	Iteration 83Q: 3 clusters Score -1.475323e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99733 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -14753883.000000 Penalty: 5827.484863
	Iteration 84Q: 3 clusters Score -1.475388e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -14754661.000000 Penalty: 5827.484863
	Iteration 85Q: 3 clusters Score -1.475466e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104075 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -14755675.000000 Penalty: 5827.484863
	Iteration 86Q: 3 clusters Score -1.475568e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -14756705.000000 Penalty: 5827.484863
	Iteration 87Q: 3 clusters Score -1.47567e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -14757802.000000 Penalty: 5827.484863
	Iteration 88Q: 3 clusters Score -1.47578e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110772 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -14758957.000000 Penalty: 5827.484863
	Iteration 89Q: 3 clusters Score -1.475896e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -14760153.000000 Penalty: 5827.484863
	Iteration 90Q: 3 clusters Score -1.476015e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114685 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -14761305.000000 Penalty: 5827.484863
	Iteration 91Q: 3 clusters Score -1.47613e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116263 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -14762242.000000 Penalty: 5827.484863
	Iteration 92Q: 3 clusters Score -1.476224e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117591 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -14763090.000000 Penalty: 5827.484863
	Iteration 93Q: 3 clusters Score -1.476309e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118674 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -14763777.000000 Penalty: 5827.484863
	Iteration 94Q: 3 clusters Score -1.476378e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119521 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -14764187.000000 Penalty: 5827.484863
	Iteration 95Q: 3 clusters Score -1.476419e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -14764588.000000 Penalty: 5827.484863
	Iteration 96Q: 3 clusters Score -1.476459e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120794 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -14764865.000000 Penalty: 5827.484863
	Iteration 97Q: 3 clusters Score -1.476486e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121207 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -14765020.000000 Penalty: 5827.484863
	Iteration 98Q: 3 clusters Score -1.476502e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121540 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -14765127.000000 Penalty: 5827.484863
	Iteration 99Q: 3 clusters Score -1.476513e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -14765193.000000 Penalty: 5827.484863
	Iteration 100F: 3 clusters Score -1.476519e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122085 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -14765288.000000 Penalty: 5827.484863
	Iteration 101Q: 3 clusters Score -1.476529e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -14765333.000000 Penalty: 5827.484863
	Iteration 102Q: 3 clusters Score -1.476533e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122426 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -14765372.000000 Penalty: 5827.484863
	Iteration 103Q: 3 clusters Score -1.476537e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122556 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -14765403.000000 Penalty: 5827.484863
	Iteration 104Q: 3 clusters Score -1.47654e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -14765419.000000 Penalty: 5827.484863
	Iteration 105Q: 3 clusters Score -1.476542e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122789 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -14765441.000000 Penalty: 5827.484863
	Iteration 106Q: 3 clusters Score -1.476544e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122891 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -14765453.000000 Penalty: 5827.484863
	Iteration 107Q: 3 clusters Score -1.476545e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14765456.000000 Penalty: 5827.484863
	Iteration 108Q: 3 clusters Score -1.476546e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123044 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -14765438.000000 Penalty: 5827.484863
	Iteration 109Q: 3 clusters Score -1.476544e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123107 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14765438.000000 Penalty: 5827.484863
	Iteration 110Q: 3 clusters Score -1.476544e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -14765463.000000 Penalty: 5827.484863
	Iteration 111Q: 3 clusters Score -1.476546e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -14765467.000000 Penalty: 5827.484863
	Iteration 112Q: 3 clusters Score -1.476547e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123270 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -14765468.000000 Penalty: 5827.484863
	Iteration 113Q: 3 clusters Score -1.476547e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123311 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -14765488.000000 Penalty: 5827.484863
	Iteration 114Q: 3 clusters Score -1.476549e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123352 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -14765502.000000 Penalty: 5827.484863
	Iteration 115Q: 3 clusters Score -1.47655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123372 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -14765519.000000 Penalty: 5827.484863
	Iteration 116Q: 3 clusters Score -1.476552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123396 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -14765510.000000 Penalty: 5827.484863
	Iteration 117Q: 3 clusters Score -1.476551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -14765521.000000 Penalty: 5827.484863
	Iteration 118Q: 3 clusters Score -1.476552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -14765519.000000 Penalty: 5827.484863
	Iteration 119Q: 3 clusters Score -1.476552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -14765543.000000 Penalty: 5827.484863
	Iteration 120F: 3 clusters Score -1.476554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123484 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -14765537.000000 Penalty: 5827.484863
	Iteration 121Q: 3 clusters Score -1.476554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -14765547.000000 Penalty: 5827.484863
	Iteration 122Q: 3 clusters Score -1.476555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123510 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -14765544.000000 Penalty: 5827.484863
	Iteration 123Q: 3 clusters Score -1.476554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123523 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -14765550.000000 Penalty: 5827.484863
	Iteration 124Q: 3 clusters Score -1.476555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123534 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -14765545.000000 Penalty: 5827.484863
	Iteration 125Q: 3 clusters Score -1.476554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123547 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -14765557.000000 Penalty: 5827.484863
	Iteration 126Q: 3 clusters Score -1.476556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123555 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -14765546.000000 Penalty: 5827.484863
	Iteration 127Q: 3 clusters Score -1.476555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123563 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -14765537.000000 Penalty: 5827.484863
	Iteration 128Q: 3 clusters Score -1.476554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123570 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -14765529.000000 Penalty: 5827.484863
	Iteration 129Q: 3 clusters Score -1.476553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123573 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -14765529.000000 Penalty: 5827.484863
	Iteration 130Q: 3 clusters Score -1.476553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -14765540.000000 Penalty: 5827.484863
	Iteration 131Q: 3 clusters Score -1.476554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123578 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -14765536.000000 Penalty: 5827.484863
	Iteration 132Q: 3 clusters Score -1.476554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123579 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -14765535.000000 Penalty: 5827.484863
	Iteration 133Q: 3 clusters Score -1.476554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123581 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -14765542.000000 Penalty: 5827.484863
	Iteration 134Q: 3 clusters Score -1.476554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123584 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -14765553.000000 Penalty: 5827.484863
	Iteration 135Q: 3 clusters Score -1.476555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123585 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -14765544.000000 Penalty: 5827.484863
	Iteration 136Q: 3 clusters Score -1.476554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123587 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -14765544.000000 Penalty: 5827.484863
	Iteration 137Q: 3 clusters Score -1.476554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123590 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -14765550.000000 Penalty: 5827.484863
	Iteration 138Q: 3 clusters Score -1.476555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123593 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14765556.000000 Penalty: 5827.484863
	Iteration 139Q: 3 clusters Score -1.476556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -14765568.000000 Penalty: 5827.484863
	Iteration 140F: 3 clusters Score -1.476557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123600 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -14765563.000000 Penalty: 5827.484863
	Iteration 141Q: 3 clusters Score -1.476556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123602 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14765556.000000 Penalty: 5827.484863
	Iteration 142Q: 3 clusters Score -1.476556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123604 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -14765547.000000 Penalty: 5827.484863
	Iteration 143Q: 3 clusters Score -1.476555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123606 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -14765547.000000 Penalty: 5827.484863
	Iteration 144Q: 3 clusters Score -1.476555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123608 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -14765554.000000 Penalty: 5827.484863
	Iteration 145Q: 3 clusters Score -1.476555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123609 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -14765559.000000 Penalty: 5827.484863
	Iteration 146Q: 3 clusters Score -1.476556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -14765554.000000 Penalty: 5827.484863
	Iteration 147Q: 3 clusters Score -1.476555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123611 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -14765560.000000 Penalty: 5827.484863
	Iteration 148Q: 3 clusters Score -1.476556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -14765559.000000 Penalty: 5827.484863
	Iteration 149Q: 3 clusters Score -1.476556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123614 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14765554.000000 Penalty: 5827.484863
	Iteration 150Q: 3 clusters Score -1.476555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14765546.000000 Penalty: 5827.484863
	Iteration 151Q: 3 clusters Score -1.476555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123615 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14765546.000000 Penalty: 5827.484863
	Iteration 152F: 3 clusters Score -1.476555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (14858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Entering Unmasked Estep 
Score: -1664633.000000 Penalty: 2382.360840
	Iteration 0F: 2 clusters Score -1664633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1653881.375000 Penalty: 4764.721680
	Iteration 0F: 3 clusters Score -1653881 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1657421.000000 Penalty: 4764.721680
	Iteration 1F: 3 clusters Score -1657421 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1657876.875000 Penalty: 4764.721680
	Iteration 2F: 3 clusters Score -1657877 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1658253.125000 Penalty: 4764.721680
	Iteration 3F: 3 clusters Score -1658253 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1658636.375000 Penalty: 4764.721680
	Iteration 4Q: 3 clusters Score -1658636 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1659075.875000 Penalty: 4764.721680
	Iteration 5F: 3 clusters Score -1659076 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1659581.750000 Penalty: 4764.721680
	Iteration 6F: 3 clusters Score -1659582 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1660123.625000 Penalty: 4764.721680
	Iteration 7Q: 3 clusters Score -1660124 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1660695.250000 Penalty: 4764.721680
	Iteration 8Q: 3 clusters Score -1660695 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1661259.500000 Penalty: 4764.721680
	Iteration 9Q: 3 clusters Score -1661260 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1661699.500000 Penalty: 4764.721680
	Iteration 10Q: 3 clusters Score -1661700 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1661989.625000 Penalty: 4764.721680
	Iteration 11Q: 3 clusters Score -1661990 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1662182.500000 Penalty: 4764.721680
	Iteration 12Q: 3 clusters Score -1662182 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1662300.125000 Penalty: 4764.721680
	Iteration 13Q: 3 clusters Score -1662300 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1662389.250000 Penalty: 4764.721680
	Iteration 14Q: 3 clusters Score -1662389 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1662449.875000 Penalty: 4764.721680
	Iteration 15Q: 3 clusters Score -1662450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1662490.500000 Penalty: 4764.721680
	Iteration 16Q: 3 clusters Score -1662490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1662541.000000 Penalty: 4764.721680
	Iteration 17Q: 3 clusters Score -1662541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1662593.625000 Penalty: 4764.721680
	Iteration 18Q: 3 clusters Score -1662594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1662634.125000 Penalty: 4764.721680
	Iteration 19Q: 3 clusters Score -1662634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1662669.625000 Penalty: 4764.721680
	Iteration 20F: 3 clusters Score -1662670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1662690.000000 Penalty: 4764.721680
	Iteration 21Q: 3 clusters Score -1662690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1662711.875000 Penalty: 4764.721680
	Iteration 22Q: 3 clusters Score -1662712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1662728.000000 Penalty: 4764.721680
	Iteration 23Q: 3 clusters Score -1662728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1662744.375000 Penalty: 4764.721680
	Iteration 24Q: 3 clusters Score -1662744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1662758.000000 Penalty: 4764.721680
	Iteration 25Q: 3 clusters Score -1662758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1662773.875000 Penalty: 4764.721680
	Iteration 26Q: 3 clusters Score -1662774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1662779.625000 Penalty: 4764.721680
	Iteration 27Q: 3 clusters Score -1662780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1662780.875000 Penalty: 4764.721680
	Iteration 28Q: 3 clusters Score -1662781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1662781.625000 Penalty: 4764.721680
	Iteration 29Q: 3 clusters Score -1662782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1662783.000000 Penalty: 4764.721680
	Iteration 30Q: 3 clusters Score -1662783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1662784.125000 Penalty: 4764.721680
	Iteration 31Q: 3 clusters Score -1662784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1662782.875000 Penalty: 4764.721680
	Iteration 32Q: 3 clusters Score -1662783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1662782.250000 Penalty: 4764.721680
	Iteration 33Q: 3 clusters Score -1662782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1662782.250000 Penalty: 4764.721680
	Iteration 34F: 3 clusters Score -1662782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Entering Unmasked Estep 
Score: -2641066.250000 Penalty: 2491.070557
	Iteration 0F: 2 clusters Score -2641066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2625049.500000 Penalty: 4982.141113
	Iteration 0F: 3 clusters Score -2625050 nChanged 10121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2630658.500000 Penalty: 4982.141113
	Iteration 1F: 3 clusters Score -2630658 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2631243.250000 Penalty: 4982.141113
	Iteration 2F: 3 clusters Score -2631243 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2631923.750000 Penalty: 4982.141113
	Iteration 3F: 3 clusters Score -2631924 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2632775.500000 Penalty: 4982.141113
	Iteration 4F: 3 clusters Score -2632776 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2633848.500000 Penalty: 4982.141113
	Iteration 5F: 3 clusters Score -2633848 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -2635150.250000 Penalty: 4982.141113
	Iteration 6F: 3 clusters Score -2635150 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2636436.000000 Penalty: 4982.141113
	Iteration 7F: 3 clusters Score -2636436 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2637467.500000 Penalty: 4982.141113
	Iteration 8F: 3 clusters Score -2637468 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2638115.750000 Penalty: 4982.141113
	Iteration 9Q: 3 clusters Score -2638116 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2638501.250000 Penalty: 4982.141113
	Iteration 10Q: 3 clusters Score -2638501 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2638702.750000 Penalty: 4982.141113
	Iteration 11Q: 3 clusters Score -2638703 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2638830.000000 Penalty: 4982.141113
	Iteration 12Q: 3 clusters Score -2638830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2638893.500000 Penalty: 4982.141113
	Iteration 13Q: 3 clusters Score -2638894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2638932.250000 Penalty: 4982.141113
	Iteration 14Q: 3 clusters Score -2638932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2638959.250000 Penalty: 4982.141113
	Iteration 15Q: 3 clusters Score -2638959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2638966.750000 Penalty: 4982.141113
	Iteration 16Q: 3 clusters Score -2638967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2638982.750000 Penalty: 4982.141113
	Iteration 17Q: 3 clusters Score -2638983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2638997.000000 Penalty: 4982.141113
	Iteration 18Q: 3 clusters Score -2638997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2639011.250000 Penalty: 4982.141113
	Iteration 19Q: 3 clusters Score -2639011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2639010.750000 Penalty: 4982.141113
	Iteration 20F: 3 clusters Score -2639011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2639015.750000 Penalty: 4982.141113
	Iteration 21Q: 3 clusters Score -2639016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2639019.250000 Penalty: 4982.141113
	Iteration 22Q: 3 clusters Score -2639019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2639022.000000 Penalty: 4982.141113
	Iteration 23Q: 3 clusters Score -2639022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2639025.500000 Penalty: 4982.141113
	Iteration 24Q: 3 clusters Score -2639026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2639025.500000 Penalty: 4982.141113
	Iteration 25Q: 3 clusters Score -2639026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2639025.500000 Penalty: 4982.141113
	Iteration 26F: 3 clusters Score -2639026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -186344.203125 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -186344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -183859.765625 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -183859.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -184292.625000 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -184292.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -184430.781250 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -184430.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -184506.515625 Penalty: 3702.965088
	Iteration 3Q: 3 clusters Score -184506.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -184563.437500 Penalty: 3702.965088
	Iteration 4Q: 3 clusters Score -184563.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -184596.781250 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -184596.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -184620.578125 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -184620.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -184639.593750 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -184639.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -184661.343750 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -184661.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -184674.484375 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -184674.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -184693.156250 Penalty: 3702.965088
	Iteration 10Q: 3 clusters Score -184693.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184703.656250 Penalty: 3702.965088
	Iteration 11Q: 3 clusters Score -184703.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -184717.546875 Penalty: 3702.965088
	Iteration 12Q: 3 clusters Score -184717.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -184730.312500 Penalty: 3702.965088
	Iteration 13Q: 3 clusters Score -184730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -184734.640625 Penalty: 3702.965088
	Iteration 14Q: 3 clusters Score -184734.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184739.328125 Penalty: 3702.965088
	Iteration 15Q: 3 clusters Score -184739.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -184741.234375 Penalty: 3702.965088
	Iteration 16Q: 3 clusters Score -184741.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184743.828125 Penalty: 3702.965088
	Iteration 17Q: 3 clusters Score -184743.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184745.203125 Penalty: 3702.965088
	Iteration 18Q: 3 clusters Score -184745.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184745.828125 Penalty: 3702.965088
	Iteration 19Q: 3 clusters Score -184745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -184745.828125 Penalty: 3702.965088
	Iteration 20F: 3 clusters Score -184745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Entering Unmasked Estep 
Score: -5005708.000000 Penalty: 2669.317627
	Iteration 0F: 2 clusters Score -5005708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -4973781.500000 Penalty: 5338.635254
	Iteration 0F: 3 clusters Score -4973782 nChanged 21842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4987236.000000 Penalty: 5338.635254
	Iteration 1F: 3 clusters Score -4987236 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -4989223.500000 Penalty: 5338.635254
	Iteration 2F: 3 clusters Score -4989224 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4991362.500000 Penalty: 5338.635254
	Iteration 3F: 3 clusters Score -4991362 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -4993598.500000 Penalty: 5338.635254
	Iteration 4F: 3 clusters Score -4993598 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -4995630.500000 Penalty: 5338.635254
	Iteration 5F: 3 clusters Score -4995630 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -4997083.000000 Penalty: 5338.635254
	Iteration 6F: 3 clusters Score -4997083 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -4997978.500000 Penalty: 5338.635254
	Iteration 7Q: 3 clusters Score -4997978 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -4998505.000000 Penalty: 5338.635254
	Iteration 8Q: 3 clusters Score -4998505 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4998888.000000 Penalty: 5338.635254
	Iteration 9Q: 3 clusters Score -4998888 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4999236.500000 Penalty: 5338.635254
	Iteration 10Q: 3 clusters Score -4999236 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -4999536.000000 Penalty: 5338.635254
	Iteration 11Q: 3 clusters Score -4999536 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4999866.000000 Penalty: 5338.635254
	Iteration 12Q: 3 clusters Score -4999866 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -5000173.000000 Penalty: 5338.635254
	Iteration 13Q: 3 clusters Score -5000173 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -5000523.000000 Penalty: 5338.635254
	Iteration 14Q: 3 clusters Score -5000523 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -5000907.000000 Penalty: 5338.635254
	Iteration 15Q: 3 clusters Score -5000907 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5001356.500000 Penalty: 5338.635254
	Iteration 16Q: 3 clusters Score -5001356 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -5001783.500000 Penalty: 5338.635254
	Iteration 17Q: 3 clusters Score -5001784 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -5002249.500000 Penalty: 5338.635254
	Iteration 18Q: 3 clusters Score -5002250 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -5002626.500000 Penalty: 5338.635254
	Iteration 19Q: 3 clusters Score -5002626 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5002979.500000 Penalty: 5338.635254
	Iteration 20F: 3 clusters Score -5002980 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5003295.000000 Penalty: 5338.635254
	Iteration 21Q: 3 clusters Score -5003295 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -5003598.000000 Penalty: 5338.635254
	Iteration 22Q: 3 clusters Score -5003598 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -5003813.500000 Penalty: 5338.635254
	Iteration 23Q: 3 clusters Score -5003814 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5004016.500000 Penalty: 5338.635254
	Iteration 24Q: 3 clusters Score -5004016 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -5004132.500000 Penalty: 5338.635254
	Iteration 25Q: 3 clusters Score -5004132 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -5004248.000000 Penalty: 5338.635254
	Iteration 26Q: 3 clusters Score -5004248 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -5004332.000000 Penalty: 5338.635254
	Iteration 27Q: 3 clusters Score -5004332 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -5004379.000000 Penalty: 5338.635254
	Iteration 28Q: 3 clusters Score -5004379 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -5004406.500000 Penalty: 5338.635254
	Iteration 29Q: 3 clusters Score -5004406 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -5004445.000000 Penalty: 5338.635254
	Iteration 30Q: 3 clusters Score -5004445 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -5004480.500000 Penalty: 5338.635254
	Iteration 31Q: 3 clusters Score -5004480 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -5004508.000000 Penalty: 5338.635254
	Iteration 32Q: 3 clusters Score -5004508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -5004529.000000 Penalty: 5338.635254
	Iteration 33Q: 3 clusters Score -5004529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -5004538.000000 Penalty: 5338.635254
	Iteration 34Q: 3 clusters Score -5004538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -5004547.000000 Penalty: 5338.635254
	Iteration 35Q: 3 clusters Score -5004547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5004564.000000 Penalty: 5338.635254
	Iteration 36Q: 3 clusters Score -5004564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -5004572.500000 Penalty: 5338.635254
	Iteration 37Q: 3 clusters Score -5004572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -5004571.000000 Penalty: 5338.635254
	Iteration 38Q: 3 clusters Score -5004571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -5004584.500000 Penalty: 5338.635254
	Iteration 39Q: 3 clusters Score -5004584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5004587.000000 Penalty: 5338.635254
	Iteration 40F: 3 clusters Score -5004587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -5004593.000000 Penalty: 5338.635254
	Iteration 41Q: 3 clusters Score -5004593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -5004600.500000 Penalty: 5338.635254
	Iteration 42Q: 3 clusters Score -5004600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -5004606.000000 Penalty: 5338.635254
	Iteration 43Q: 3 clusters Score -5004606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -5004608.500000 Penalty: 5338.635254
	Iteration 44Q: 3 clusters Score -5004608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -5004617.500000 Penalty: 5338.635254
	Iteration 45Q: 3 clusters Score -5004618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -5004620.000000 Penalty: 5338.635254
	Iteration 46Q: 3 clusters Score -5004620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5004631.500000 Penalty: 5338.635254
	Iteration 47Q: 3 clusters Score -5004632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -5004633.500000 Penalty: 5338.635254
	Iteration 48Q: 3 clusters Score -5004634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -5004642.500000 Penalty: 5338.635254
	Iteration 49Q: 3 clusters Score -5004642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -5004643.000000 Penalty: 5338.635254
	Iteration 50Q: 3 clusters Score -5004643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -5004645.000000 Penalty: 5338.635254
	Iteration 51Q: 3 clusters Score -5004645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -5004646.000000 Penalty: 5338.635254
	Iteration 52Q: 3 clusters Score -5004646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -5004648.500000 Penalty: 5338.635254
	Iteration 53Q: 3 clusters Score -5004648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5004651.000000 Penalty: 5338.635254
	Iteration 54Q: 3 clusters Score -5004651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5004653.000000 Penalty: 5338.635254
	Iteration 55Q: 3 clusters Score -5004653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5004653.500000 Penalty: 5338.635254
	Iteration 56Q: 3 clusters Score -5004654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -5004651.500000 Penalty: 5338.635254
	Iteration 57Q: 3 clusters Score -5004652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -5004655.000000 Penalty: 5338.635254
	Iteration 58Q: 3 clusters Score -5004655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5004660.000000 Penalty: 5338.635254
	Iteration 59Q: 3 clusters Score -5004660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5004660.000000 Penalty: 5338.635254
	Iteration 60F: 3 clusters Score -5004660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Entering Unmasked Estep 
Score: -1177153.250000 Penalty: 2314.232910
	Iteration 0F: 2 clusters Score -1177153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1168715.000000 Penalty: 4628.465820
	Iteration 0F: 3 clusters Score -1168715 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1171672.625000 Penalty: 4628.465820
	Iteration 1F: 3 clusters Score -1171673 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1172302.000000 Penalty: 4628.465820
	Iteration 2F: 3 clusters Score -1172302 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1172856.875000 Penalty: 4628.465820
	Iteration 3F: 3 clusters Score -1172857 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1173317.875000 Penalty: 4628.465820
	Iteration 4F: 3 clusters Score -1173318 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1173738.875000 Penalty: 4628.465820
	Iteration 5F: 3 clusters Score -1173739 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1174140.000000 Penalty: 4628.465820
	Iteration 6F: 3 clusters Score -1174140 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1174445.625000 Penalty: 4628.465820
	Iteration 7Q: 3 clusters Score -1174446 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1174637.375000 Penalty: 4628.465820
	Iteration 8Q: 3 clusters Score -1174637 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1174767.125000 Penalty: 4628.465820
	Iteration 9Q: 3 clusters Score -1174767 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1174849.625000 Penalty: 4628.465820
	Iteration 10Q: 3 clusters Score -1174850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1174905.000000 Penalty: 4628.465820
	Iteration 11Q: 3 clusters Score -1174905 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1174936.500000 Penalty: 4628.465820
	Iteration 12Q: 3 clusters Score -1174936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1174954.750000 Penalty: 4628.465820
	Iteration 13Q: 3 clusters Score -1174955 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1174982.000000 Penalty: 4628.465820
	Iteration 14Q: 3 clusters Score -1174982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1174997.750000 Penalty: 4628.465820
	Iteration 15Q: 3 clusters Score -1174998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1175020.125000 Penalty: 4628.465820
	Iteration 16Q: 3 clusters Score -1175020 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1175032.000000 Penalty: 4628.465820
	Iteration 17Q: 3 clusters Score -1175032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1175047.875000 Penalty: 4628.465820
	Iteration 18Q: 3 clusters Score -1175048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1175059.250000 Penalty: 4628.465820
	Iteration 19Q: 3 clusters Score -1175059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1175072.625000 Penalty: 4628.465820
	Iteration 20F: 3 clusters Score -1175073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1175078.000000 Penalty: 4628.465820
	Iteration 21Q: 3 clusters Score -1175078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1175083.750000 Penalty: 4628.465820
	Iteration 22Q: 3 clusters Score -1175084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1175096.000000 Penalty: 4628.465820
	Iteration 23Q: 3 clusters Score -1175096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1175098.750000 Penalty: 4628.465820
	Iteration 24Q: 3 clusters Score -1175099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1175102.875000 Penalty: 4628.465820
	Iteration 25Q: 3 clusters Score -1175103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1175108.625000 Penalty: 4628.465820
	Iteration 26Q: 3 clusters Score -1175109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1175108.500000 Penalty: 4628.465820
	Iteration 27Q: 3 clusters Score -1175108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1175110.625000 Penalty: 4628.465820
	Iteration 28Q: 3 clusters Score -1175111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1175117.625000 Penalty: 4628.465820
	Iteration 29Q: 3 clusters Score -1175118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1175120.750000 Penalty: 4628.465820
	Iteration 30Q: 3 clusters Score -1175121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1175126.250000 Penalty: 4628.465820
	Iteration 31Q: 3 clusters Score -1175126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1175126.625000 Penalty: 4628.465820
	Iteration 32Q: 3 clusters Score -1175127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1175128.625000 Penalty: 4628.465820
	Iteration 33Q: 3 clusters Score -1175129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1175129.125000 Penalty: 4628.465820
	Iteration 34Q: 3 clusters Score -1175129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1175132.000000 Penalty: 4628.465820
	Iteration 35Q: 3 clusters Score -1175132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1175132.875000 Penalty: 4628.465820
	Iteration 36Q: 3 clusters Score -1175133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1175133.375000 Penalty: 4628.465820
	Iteration 37Q: 3 clusters Score -1175133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1175135.500000 Penalty: 4628.465820
	Iteration 38Q: 3 clusters Score -1175136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1175137.500000 Penalty: 4628.465820
	Iteration 39Q: 3 clusters Score -1175138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1175136.875000 Penalty: 4628.465820
	Iteration 40F: 3 clusters Score -1175137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1175136.375000 Penalty: 4628.465820
	Iteration 41Q: 3 clusters Score -1175136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1175137.125000 Penalty: 4628.465820
	Iteration 42Q: 3 clusters Score -1175137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1175137.500000 Penalty: 4628.465820
	Iteration 43Q: 3 clusters Score -1175138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1175139.750000 Penalty: 4628.465820
	Iteration 44Q: 3 clusters Score -1175140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1175139.375000 Penalty: 4628.465820
	Iteration 45Q: 3 clusters Score -1175139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1175137.375000 Penalty: 4628.465820
	Iteration 46Q: 3 clusters Score -1175137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1175137.750000 Penalty: 4628.465820
	Iteration 47Q: 3 clusters Score -1175138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1175137.750000 Penalty: 4628.465820
	Iteration 48F: 3 clusters Score -1175138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Entering Unmasked Estep 
Score: -1249804.375000 Penalty: 2312.137207
	Iteration 0F: 2 clusters Score -1249804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1241504.500000 Penalty: 4624.274414
	Iteration 0F: 3 clusters Score -1241504 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1244028.250000 Penalty: 4624.274414
	Iteration 1F: 3 clusters Score -1244028 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1244378.125000 Penalty: 4624.274414
	Iteration 2F: 3 clusters Score -1244378 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1244681.625000 Penalty: 4624.274414
	Iteration 3F: 3 clusters Score -1244682 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1244950.000000 Penalty: 4624.274414
	Iteration 4Q: 3 clusters Score -1244950 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1245224.375000 Penalty: 4624.274414
	Iteration 5Q: 3 clusters Score -1245224 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1245540.750000 Penalty: 4624.274414
	Iteration 6Q: 3 clusters Score -1245541 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1245864.250000 Penalty: 4624.274414
	Iteration 7Q: 3 clusters Score -1245864 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1246222.000000 Penalty: 4624.274414
	Iteration 8Q: 3 clusters Score -1246222 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1246546.625000 Penalty: 4624.274414
	Iteration 9Q: 3 clusters Score -1246547 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1246818.125000 Penalty: 4624.274414
	Iteration 10Q: 3 clusters Score -1246818 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1247057.750000 Penalty: 4624.274414
	Iteration 11Q: 3 clusters Score -1247058 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1247240.500000 Penalty: 4624.274414
	Iteration 12Q: 3 clusters Score -1247240 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1247363.625000 Penalty: 4624.274414
	Iteration 13Q: 3 clusters Score -1247364 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1247448.125000 Penalty: 4624.274414
	Iteration 14Q: 3 clusters Score -1247448 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1247519.000000 Penalty: 4624.274414
	Iteration 15Q: 3 clusters Score -1247519 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1247567.625000 Penalty: 4624.274414
	Iteration 16Q: 3 clusters Score -1247568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1247617.750000 Penalty: 4624.274414
	Iteration 17Q: 3 clusters Score -1247618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1247657.500000 Penalty: 4624.274414
	Iteration 18Q: 3 clusters Score -1247658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1247700.250000 Penalty: 4624.274414
	Iteration 19Q: 3 clusters Score -1247700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1247735.875000 Penalty: 4624.274414
	Iteration 20F: 3 clusters Score -1247736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1247771.125000 Penalty: 4624.274414
	Iteration 21Q: 3 clusters Score -1247771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1247802.750000 Penalty: 4624.274414
	Iteration 22Q: 3 clusters Score -1247803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1247821.875000 Penalty: 4624.274414
	Iteration 23Q: 3 clusters Score -1247822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1247836.625000 Penalty: 4624.274414
	Iteration 24Q: 3 clusters Score -1247837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1247846.625000 Penalty: 4624.274414
	Iteration 25Q: 3 clusters Score -1247847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1247854.375000 Penalty: 4624.274414
	Iteration 26Q: 3 clusters Score -1247854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1247864.000000 Penalty: 4624.274414
	Iteration 27Q: 3 clusters Score -1247864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1247877.000000 Penalty: 4624.274414
	Iteration 28Q: 3 clusters Score -1247877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1247881.125000 Penalty: 4624.274414
	Iteration 29Q: 3 clusters Score -1247881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1247885.000000 Penalty: 4624.274414
	Iteration 30Q: 3 clusters Score -1247885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1247891.500000 Penalty: 4624.274414
	Iteration 31Q: 3 clusters Score -1247892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1247894.750000 Penalty: 4624.274414
	Iteration 32Q: 3 clusters Score -1247895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1247896.500000 Penalty: 4624.274414
	Iteration 33Q: 3 clusters Score -1247896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1247897.125000 Penalty: 4624.274414
	Iteration 34Q: 3 clusters Score -1247897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1247899.000000 Penalty: 4624.274414
	Iteration 35Q: 3 clusters Score -1247899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1247897.375000 Penalty: 4624.274414
	Iteration 36Q: 3 clusters Score -1247897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1247897.625000 Penalty: 4624.274414
	Iteration 37Q: 3 clusters Score -1247898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1247900.000000 Penalty: 4624.274414
	Iteration 38Q: 3 clusters Score -1247900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1247898.500000 Penalty: 4624.274414
	Iteration 39Q: 3 clusters Score -1247898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1247897.875000 Penalty: 4624.274414
	Iteration 40F: 3 clusters Score -1247898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1247899.500000 Penalty: 4624.274414
	Iteration 41Q: 3 clusters Score -1247900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1247901.625000 Penalty: 4624.274414
	Iteration 42Q: 3 clusters Score -1247902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1247905.250000 Penalty: 4624.274414
	Iteration 43Q: 3 clusters Score -1247905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1247904.875000 Penalty: 4624.274414
	Iteration 44Q: 3 clusters Score -1247905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1247904.000000 Penalty: 4624.274414
	Iteration 45Q: 3 clusters Score -1247904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1247906.375000 Penalty: 4624.274414
	Iteration 46Q: 3 clusters Score -1247906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1247905.750000 Penalty: 4624.274414
	Iteration 47Q: 3 clusters Score -1247906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1247906.875000 Penalty: 4624.274414
	Iteration 48Q: 3 clusters Score -1247907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1247906.875000 Penalty: 4624.274414
	Iteration 49F: 3 clusters Score -1247907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (102591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Entering Unmasked Estep 
Score: -12147756.000000 Penalty: 2861.549316
	Iteration 0F: 2 clusters Score -1.214776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -12079078.000000 Penalty: 5723.098633
	Iteration 0F: 3 clusters Score -1.207908e+07 nChanged 48565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -12108016.000000 Penalty: 5723.098633
	Iteration 1F: 3 clusters Score -1.210802e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -12109693.000000 Penalty: 5723.098633
	Iteration 2Q: 3 clusters Score -1.210969e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -12111655.000000 Penalty: 5723.098633
	Iteration 3Q: 3 clusters Score -1.211166e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -12114399.000000 Penalty: 5723.098633
	Iteration 4F: 3 clusters Score -1.21144e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -12117652.000000 Penalty: 5723.098633
	Iteration 5F: 3 clusters Score -1.211765e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -12121047.000000 Penalty: 5723.098633
	Iteration 6F: 3 clusters Score -1.212105e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -12124669.000000 Penalty: 5723.098633
	Iteration 7F: 3 clusters Score -1.212467e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -12128435.000000 Penalty: 5723.098633
	Iteration 8F: 3 clusters Score -1.212844e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -12132056.000000 Penalty: 5723.098633
	Iteration 9F: 3 clusters Score -1.213206e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -12135850.000000 Penalty: 5723.098633
	Iteration 10Q: 3 clusters Score -1.213585e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -12139384.000000 Penalty: 5723.098633
	Iteration 11Q: 3 clusters Score -1.213938e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -12142172.000000 Penalty: 5723.098633
	Iteration 12Q: 3 clusters Score -1.214217e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12143835.000000 Penalty: 5723.098633
	Iteration 13Q: 3 clusters Score -1.214384e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101039 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12144713.000000 Penalty: 5723.098633
	Iteration 14Q: 3 clusters Score -1.214471e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12145068.000000 Penalty: 5723.098633
	Iteration 15Q: 3 clusters Score -1.214507e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101712 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12145257.000000 Penalty: 5723.098633
	Iteration 16Q: 3 clusters Score -1.214526e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101830 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12145378.000000 Penalty: 5723.098633
	Iteration 17Q: 3 clusters Score -1.214538e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12145446.000000 Penalty: 5723.098633
	Iteration 18Q: 3 clusters Score -1.214545e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101936 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12145488.000000 Penalty: 5723.098633
	Iteration 19Q: 3 clusters Score -1.214549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101964 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -12145516.000000 Penalty: 5723.098633
	Iteration 20F: 3 clusters Score -1.214552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101977 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12145535.000000 Penalty: 5723.098633
	Iteration 21Q: 3 clusters Score -1.214554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101980 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -12145546.000000 Penalty: 5723.098633
	Iteration 22Q: 3 clusters Score -1.214555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101988 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12145549.000000 Penalty: 5723.098633
	Iteration 23Q: 3 clusters Score -1.214555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12145553.000000 Penalty: 5723.098633
	Iteration 24Q: 3 clusters Score -1.214555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12145574.000000 Penalty: 5723.098633
	Iteration 25Q: 3 clusters Score -1.214557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12145560.000000 Penalty: 5723.098633
	Iteration 26Q: 3 clusters Score -1.214556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102011 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12145591.000000 Penalty: 5723.098633
	Iteration 27Q: 3 clusters Score -1.214559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12145586.000000 Penalty: 5723.098633
	Iteration 28Q: 3 clusters Score -1.214559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102025 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12145581.000000 Penalty: 5723.098633
	Iteration 29Q: 3 clusters Score -1.214558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -12145591.000000 Penalty: 5723.098633
	Iteration 30Q: 3 clusters Score -1.214559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12145581.000000 Penalty: 5723.098633
	Iteration 31Q: 3 clusters Score -1.214558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -12145581.000000 Penalty: 5723.098633
	Iteration 32F: 3 clusters Score -1.214558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Entering Unmasked Estep 
Score: -434005.625000 Penalty: 2049.050537
	Iteration 0F: 2 clusters Score -434005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -430211.375000 Penalty: 4098.101074
	Iteration 0F: 3 clusters Score -430211.4 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -431119.750000 Penalty: 4098.101074
	Iteration 1F: 3 clusters Score -431119.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -431462.968750 Penalty: 4098.101074
	Iteration 2F: 3 clusters Score -431463 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -431738.812500 Penalty: 4098.101074
	Iteration 3F: 3 clusters Score -431738.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -432009.843750 Penalty: 4098.101074
	Iteration 4F: 3 clusters Score -432009.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -432227.937500 Penalty: 4098.101074
	Iteration 5F: 3 clusters Score -432227.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -432389.531250 Penalty: 4098.101074
	Iteration 6F: 3 clusters Score -432389.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -432505.593750 Penalty: 4098.101074
	Iteration 7Q: 3 clusters Score -432505.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -432578.281250 Penalty: 4098.101074
	Iteration 8Q: 3 clusters Score -432578.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -432627.500000 Penalty: 4098.101074
	Iteration 9Q: 3 clusters Score -432627.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -432665.937500 Penalty: 4098.101074
	Iteration 10Q: 3 clusters Score -432665.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -432685.875000 Penalty: 4098.101074
	Iteration 11Q: 3 clusters Score -432685.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -432699.750000 Penalty: 4098.101074
	Iteration 12Q: 3 clusters Score -432699.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -432710.781250 Penalty: 4098.101074
	Iteration 13Q: 3 clusters Score -432710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -432717.718750 Penalty: 4098.101074
	Iteration 14Q: 3 clusters Score -432717.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -432724.750000 Penalty: 4098.101074
	Iteration 15Q: 3 clusters Score -432724.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -432728.562500 Penalty: 4098.101074
	Iteration 16Q: 3 clusters Score -432728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -432733.000000 Penalty: 4098.101074
	Iteration 17Q: 3 clusters Score -432733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -432738.312500 Penalty: 4098.101074
	Iteration 18Q: 3 clusters Score -432738.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -432744.875000 Penalty: 4098.101074
	Iteration 19Q: 3 clusters Score -432744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -432749.437500 Penalty: 4098.101074
	Iteration 20F: 3 clusters Score -432749.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -432755.625000 Penalty: 4098.101074
	Iteration 21Q: 3 clusters Score -432755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -432762.437500 Penalty: 4098.101074
	Iteration 22Q: 3 clusters Score -432762.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -432772.000000 Penalty: 4098.101074
	Iteration 23Q: 3 clusters Score -432772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -432778.187500 Penalty: 4098.101074
	Iteration 24Q: 3 clusters Score -432778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -432778.187500 Penalty: 4098.101074
	Iteration 25Q: 3 clusters Score -432778.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -432781.093750 Penalty: 4098.101074
	Iteration 26Q: 3 clusters Score -432781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -432784.562500 Penalty: 4098.101074
	Iteration 27Q: 3 clusters Score -432784.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -432786.531250 Penalty: 4098.101074
	Iteration 28Q: 3 clusters Score -432786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -432786.312500 Penalty: 4098.101074
	Iteration 29Q: 3 clusters Score -432786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -432786.468750 Penalty: 4098.101074
	Iteration 30Q: 3 clusters Score -432786.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -432786.468750 Penalty: 4098.101074
	Iteration 31F: 3 clusters Score -432786.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Entering Unmasked Estep 
Score: -1122912.375000 Penalty: 2292.791992
	Iteration 0F: 2 clusters Score -1122912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1114979.750000 Penalty: 4585.583984
	Iteration 0F: 3 clusters Score -1114980 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1117431.625000 Penalty: 4585.583984
	Iteration 1F: 3 clusters Score -1117432 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1118049.000000 Penalty: 4585.583984
	Iteration 2F: 3 clusters Score -1118049 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1118749.875000 Penalty: 4585.583984
	Iteration 3F: 3 clusters Score -1118750 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1119319.250000 Penalty: 4585.583984
	Iteration 4F: 3 clusters Score -1119319 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1119755.625000 Penalty: 4585.583984
	Iteration 5F: 3 clusters Score -1119756 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1120139.125000 Penalty: 4585.583984
	Iteration 6F: 3 clusters Score -1120139 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1120508.375000 Penalty: 4585.583984
	Iteration 7Q: 3 clusters Score -1120508 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1120830.125000 Penalty: 4585.583984
	Iteration 8Q: 3 clusters Score -1120830 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1121041.375000 Penalty: 4585.583984
	Iteration 9Q: 3 clusters Score -1121041 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1121177.250000 Penalty: 4585.583984
	Iteration 10Q: 3 clusters Score -1121177 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1121277.750000 Penalty: 4585.583984
	Iteration 11Q: 3 clusters Score -1121278 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1121344.875000 Penalty: 4585.583984
	Iteration 12Q: 3 clusters Score -1121345 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1121384.250000 Penalty: 4585.583984
	Iteration 13Q: 3 clusters Score -1121384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1121409.875000 Penalty: 4585.583984
	Iteration 14Q: 3 clusters Score -1121410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1121438.625000 Penalty: 4585.583984
	Iteration 15Q: 3 clusters Score -1121439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1121461.000000 Penalty: 4585.583984
	Iteration 16Q: 3 clusters Score -1121461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1121484.250000 Penalty: 4585.583984
	Iteration 17Q: 3 clusters Score -1121484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1121501.125000 Penalty: 4585.583984
	Iteration 18Q: 3 clusters Score -1121501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1121522.625000 Penalty: 4585.583984
	Iteration 19Q: 3 clusters Score -1121523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1121543.125000 Penalty: 4585.583984
	Iteration 20F: 3 clusters Score -1121543 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1121561.500000 Penalty: 4585.583984
	Iteration 21Q: 3 clusters Score -1121562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1121595.875000 Penalty: 4585.583984
	Iteration 22Q: 3 clusters Score -1121596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1121619.000000 Penalty: 4585.583984
	Iteration 23Q: 3 clusters Score -1121619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1121647.500000 Penalty: 4585.583984
	Iteration 24Q: 3 clusters Score -1121648 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1121687.875000 Penalty: 4585.583984
	Iteration 25Q: 3 clusters Score -1121688 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1121746.250000 Penalty: 4585.583984
	Iteration 26Q: 3 clusters Score -1121746 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1121816.750000 Penalty: 4585.583984
	Iteration 27Q: 3 clusters Score -1121817 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1121898.125000 Penalty: 4585.583984
	Iteration 28Q: 3 clusters Score -1121898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1121972.625000 Penalty: 4585.583984
	Iteration 29Q: 3 clusters Score -1121973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1122036.125000 Penalty: 4585.583984
	Iteration 30Q: 3 clusters Score -1122036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1122078.250000 Penalty: 4585.583984
	Iteration 31Q: 3 clusters Score -1122078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1122108.250000 Penalty: 4585.583984
	Iteration 32Q: 3 clusters Score -1122108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1122146.625000 Penalty: 4585.583984
	Iteration 33Q: 3 clusters Score -1122147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1122182.250000 Penalty: 4585.583984
	Iteration 34Q: 3 clusters Score -1122182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1122211.875000 Penalty: 4585.583984
	Iteration 35Q: 3 clusters Score -1122212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1122240.375000 Penalty: 4585.583984
	Iteration 36Q: 3 clusters Score -1122240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1122260.375000 Penalty: 4585.583984
	Iteration 37Q: 3 clusters Score -1122260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1122285.500000 Penalty: 4585.583984
	Iteration 38Q: 3 clusters Score -1122286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1122305.125000 Penalty: 4585.583984
	Iteration 39Q: 3 clusters Score -1122305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1122325.750000 Penalty: 4585.583984
	Iteration 40F: 3 clusters Score -1122326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1122343.125000 Penalty: 4585.583984
	Iteration 41Q: 3 clusters Score -1122343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1122361.750000 Penalty: 4585.583984
	Iteration 42Q: 3 clusters Score -1122362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1122378.125000 Penalty: 4585.583984
	Iteration 43Q: 3 clusters Score -1122378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1122392.500000 Penalty: 4585.583984
	Iteration 44Q: 3 clusters Score -1122392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1122406.500000 Penalty: 4585.583984
	Iteration 45Q: 3 clusters Score -1122406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1122416.750000 Penalty: 4585.583984
	Iteration 46Q: 3 clusters Score -1122417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1122426.125000 Penalty: 4585.583984
	Iteration 47Q: 3 clusters Score -1122426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1122440.375000 Penalty: 4585.583984
	Iteration 48Q: 3 clusters Score -1122440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1122442.500000 Penalty: 4585.583984
	Iteration 49Q: 3 clusters Score -1122442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1122451.125000 Penalty: 4585.583984
	Iteration 50Q: 3 clusters Score -1122451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1122451.000000 Penalty: 4585.583984
	Iteration 51Q: 3 clusters Score -1122451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1122458.875000 Penalty: 4585.583984
	Iteration 52Q: 3 clusters Score -1122459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1122465.000000 Penalty: 4585.583984
	Iteration 53Q: 3 clusters Score -1122465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1122467.875000 Penalty: 4585.583984
	Iteration 54Q: 3 clusters Score -1122468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1122472.875000 Penalty: 4585.583984
	Iteration 55Q: 3 clusters Score -1122473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1122479.750000 Penalty: 4585.583984
	Iteration 56Q: 3 clusters Score -1122480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1122485.250000 Penalty: 4585.583984
	Iteration 57Q: 3 clusters Score -1122485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1122489.625000 Penalty: 4585.583984
	Iteration 58Q: 3 clusters Score -1122490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1122497.375000 Penalty: 4585.583984
	Iteration 59Q: 3 clusters Score -1122497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1122505.875000 Penalty: 4585.583984
	Iteration 60F: 3 clusters Score -1122506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1122515.000000 Penalty: 4585.583984
	Iteration 61Q: 3 clusters Score -1122515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1122520.375000 Penalty: 4585.583984
	Iteration 62Q: 3 clusters Score -1122520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1122527.875000 Penalty: 4585.583984
	Iteration 63Q: 3 clusters Score -1122528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1122533.750000 Penalty: 4585.583984
	Iteration 64Q: 3 clusters Score -1122534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1122536.875000 Penalty: 4585.583984
	Iteration 65Q: 3 clusters Score -1122537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1122536.500000 Penalty: 4585.583984
	Iteration 66Q: 3 clusters Score -1122536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1122540.750000 Penalty: 4585.583984
	Iteration 67Q: 3 clusters Score -1122541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1122547.500000 Penalty: 4585.583984
	Iteration 68Q: 3 clusters Score -1122548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1122551.125000 Penalty: 4585.583984
	Iteration 69Q: 3 clusters Score -1122551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1122555.875000 Penalty: 4585.583984
	Iteration 70Q: 3 clusters Score -1122556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1122559.250000 Penalty: 4585.583984
	Iteration 71Q: 3 clusters Score -1122559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1122564.250000 Penalty: 4585.583984
	Iteration 72Q: 3 clusters Score -1122564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1122566.125000 Penalty: 4585.583984
	Iteration 73Q: 3 clusters Score -1122566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1122568.750000 Penalty: 4585.583984
	Iteration 74Q: 3 clusters Score -1122569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1122573.375000 Penalty: 4585.583984
	Iteration 75Q: 3 clusters Score -1122573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1122577.000000 Penalty: 4585.583984
	Iteration 76Q: 3 clusters Score -1122577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1122577.750000 Penalty: 4585.583984
	Iteration 77Q: 3 clusters Score -1122578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1122578.500000 Penalty: 4585.583984
	Iteration 78Q: 3 clusters Score -1122578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1122579.375000 Penalty: 4585.583984
	Iteration 79Q: 3 clusters Score -1122579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1122578.625000 Penalty: 4585.583984
	Iteration 80F: 3 clusters Score -1122579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1122582.375000 Penalty: 4585.583984
	Iteration 81Q: 3 clusters Score -1122582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1122582.375000 Penalty: 4585.583984
	Iteration 82Q: 3 clusters Score -1122582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1122582.500000 Penalty: 4585.583984
	Iteration 83Q: 3 clusters Score -1122582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1122587.000000 Penalty: 4585.583984
	Iteration 84Q: 3 clusters Score -1122587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1122588.750000 Penalty: 4585.583984
	Iteration 85Q: 3 clusters Score -1122589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1122590.125000 Penalty: 4585.583984
	Iteration 86Q: 3 clusters Score -1122590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1122593.000000 Penalty: 4585.583984
	Iteration 87Q: 3 clusters Score -1122593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1122593.375000 Penalty: 4585.583984
	Iteration 88Q: 3 clusters Score -1122593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1122593.625000 Penalty: 4585.583984
	Iteration 89Q: 3 clusters Score -1122594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1122592.375000 Penalty: 4585.583984
	Iteration 90Q: 3 clusters Score -1122592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1122594.375000 Penalty: 4585.583984
	Iteration 91Q: 3 clusters Score -1122594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1122595.125000 Penalty: 4585.583984
	Iteration 92Q: 3 clusters Score -1122595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1122596.500000 Penalty: 4585.583984
	Iteration 93Q: 3 clusters Score -1122596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1122599.375000 Penalty: 4585.583984
	Iteration 94Q: 3 clusters Score -1122599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1122601.125000 Penalty: 4585.583984
	Iteration 95Q: 3 clusters Score -1122601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1122601.875000 Penalty: 4585.583984
	Iteration 96Q: 3 clusters Score -1122602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1122602.500000 Penalty: 4585.583984
	Iteration 97Q: 3 clusters Score -1122602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1122604.125000 Penalty: 4585.583984
	Iteration 98Q: 3 clusters Score -1122604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1122610.500000 Penalty: 4585.583984
	Iteration 99Q: 3 clusters Score -1122610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1122614.625000 Penalty: 4585.583984
	Iteration 100F: 3 clusters Score -1122615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1122615.500000 Penalty: 4585.583984
	Iteration 101Q: 3 clusters Score -1122616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1122616.125000 Penalty: 4585.583984
	Iteration 102Q: 3 clusters Score -1122616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1122618.625000 Penalty: 4585.583984
	Iteration 103Q: 3 clusters Score -1122619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1122618.000000 Penalty: 4585.583984
	Iteration 104Q: 3 clusters Score -1122618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1122621.625000 Penalty: 4585.583984
	Iteration 105Q: 3 clusters Score -1122622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1122620.875000 Penalty: 4585.583984
	Iteration 106Q: 3 clusters Score -1122621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1122620.875000 Penalty: 4585.583984
	Iteration 107Q: 3 clusters Score -1122621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1122623.250000 Penalty: 4585.583984
	Iteration 108Q: 3 clusters Score -1122623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1122624.500000 Penalty: 4585.583984
	Iteration 109Q: 3 clusters Score -1122624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1122624.125000 Penalty: 4585.583984
	Iteration 110Q: 3 clusters Score -1122624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1122624.125000 Penalty: 4585.583984
	Iteration 111F: 3 clusters Score -1122624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63383.382812 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63383.38 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63585.246094 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63585.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63648.199219 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -63648.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63680.296875 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -63680.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63714.953125 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -63714.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63756.031250 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -63756.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63803.625000 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -63803.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63897.601562 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -63897.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63969.613281 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -63969.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63997.433594 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -63997.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64026.011719 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64026.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64054.234375 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64054.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -64070.312500 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64070.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64097.976562 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -64097.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64133.675781 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -64133.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64186.753906 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -64186.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -64230.367188 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -64230.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64249.917969 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -64249.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64261.699219 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -64261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64263.339844 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -64263.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64266.921875 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -64266.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -165804.359375 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -165804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163520.296875 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -163520.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -163924.921875 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -163924.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -164030.703125 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -164030.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -164071.296875 Penalty: 3639.443604
	Iteration 3Q: 3 clusters Score -164071.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -164089.015625 Penalty: 3639.443604
	Iteration 4Q: 3 clusters Score -164089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -164105.187500 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -164105.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -164117.390625 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -164117.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -164126.859375 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -164126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -164132.390625 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -164132.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -164135.203125 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -164135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -164135.875000 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -164135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -164136.968750 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -164137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -164138.000000 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -164138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -164138.000000 Penalty: 3639.443604
	Iteration 13F: 3 clusters Score -164138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (40359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Entering Unmasked Estep 
Score: -4728476.500000 Penalty: 2630.181396
	Iteration 0F: 2 clusters Score -4728476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4701110.500000 Penalty: 5260.362793
	Iteration 0F: 3 clusters Score -4701110 nChanged 18457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4711512.000000 Penalty: 5260.362793
	Iteration 1F: 3 clusters Score -4711512 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4712097.500000 Penalty: 5260.362793
	Iteration 2Q: 3 clusters Score -4712098 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -4712825.000000 Penalty: 5260.362793
	Iteration 3Q: 3 clusters Score -4712825 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4713766 nChanged 2087
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4715021 nChanged 2480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4716714 nChanged 2951
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4719121 nChanged 3084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4722010 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4724494 nChanged 1902
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4725781 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4726274 nChanged 535
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4726460 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4726562 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4726634 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4726658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4726664 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4726699 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4726722 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4726751 nChanged 134
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Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4726773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4726776 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4726798 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4726809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4726810 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4726817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4726819 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4726838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4726834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4726830 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4726827 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4726838 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4726850 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4726869 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4726861 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4726871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4726870 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4726880 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4726882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4726872 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4726884 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4726890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4726900 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4726903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4726907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4726908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4726906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4726912.500000 Penalty: 5260.362793
	Iteration 47Q: 3 clusters Score -4726912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4726915.500000 Penalty: 5260.362793
	Iteration 48Q: 3 clusters Score -4726916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4726905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4726900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4726904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4726909.500000 Penalty: 5260.362793
	Iteration 52Q: 3 clusters Score -4726910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -4726916.500000 Penalty: 5260.362793
	Iteration 53Q: 3 clusters Score -4726916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4726918.500000 Penalty: 5260.362793
	Iteration 54Q: 3 clusters Score -4726918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4726921.000000 Penalty: 5260.362793
	Iteration 55Q: 3 clusters Score -4726921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4726923.000000 Penalty: 5260.362793
	Iteration 56Q: 3 clusters Score -4726923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -4726926.500000 Penalty: 5260.362793
	Iteration 57Q: 3 clusters Score -4726926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4726924 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4726936 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -4726932.500000 Penalty: 5260.362793
	Iteration 60F: 3 clusters Score -4726932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4726932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -4726935.000000 Penalty: 5260.362793
	Iteration 62Q: 3 clusters Score -4726935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -4726944.500000 Penalty: 5260.362793
	Iteration 63Q: 3 clusters Score -4726944 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -4726946.500000 Penalty: 5260.362793
	Iteration 64Q: 3 clusters Score -4726946 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4726947 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4726950 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -4726952.500000 Penalty: 5260.362793
	Iteration 67Q: 3 clusters Score -4726952 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4726952 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -4726955.000000 Penalty: 5260.362793
	Iteration 69Q: 3 clusters Score -4726955 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4726964.000000 Penalty: 5260.362793
	Iteration 70Q: 3 clusters Score -4726964 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4726962.000000 Penalty: 5260.362793
	Iteration 71Q: 3 clusters Score -4726962 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31472 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4726966 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4726970.000000 Penalty: 5260.362793
	Iteration 73Q: 3 clusters Score -4726970 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4726967 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -4726972.500000 Penalty: 5260.362793
	Iteration 75Q: 3 clusters Score -4726972 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4726988 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4726992 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4726989 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31652 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4726988 nChanged 13
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Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4726989 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31680 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4726992 nChanged 14
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Mstep: Class 1 contains 31694 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4726990 nChanged 12
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Mstep: Class 1 contains 31706 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4727000 nChanged 13
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Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4726998 nChanged 12
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Mstep: Class 1 contains 31731 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4727002 nChanged 13
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Mstep: Class 1 contains 31744 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4727000 nChanged 17
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Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4726999 nChanged 15
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Mstep: Class 1 contains 31776 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4727006 nChanged 9
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Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4727004 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31805 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4727000 nChanged 16
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Mstep: Class 1 contains 31821 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4727008 nChanged 10
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Mstep: Class 1 contains 31831 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4727002 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31839 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4727000 nChanged 13
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Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4727005 nChanged 10
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Mstep: Class 1 contains 31862 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4727004 nChanged 5
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Mstep: Class 1 contains 31867 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4727004 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4727005.500000 Penalty: 5260.362793
	Iteration 97Q: 3 clusters Score -4727006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -4727004.000000 Penalty: 5260.362793
	Iteration 98Q: 3 clusters Score -4727004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -4727003.500000 Penalty: 5260.362793
	Iteration 99Q: 3 clusters Score -4727004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -4727001.000000 Penalty: 5260.362793
	Iteration 100F: 3 clusters Score -4727001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4727004.500000 Penalty: 5260.362793
	Iteration 101Q: 3 clusters Score -4727004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4727003.500000 Penalty: 5260.362793
	Iteration 102Q: 3 clusters Score -4727004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -4727003.500000 Penalty: 5260.362793
	Iteration 103F: 3 clusters Score -4727004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (21768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Entering Unmasked Estep 
Score: -2473155.500000 Penalty: 2477.072754
	Iteration 0F: 2 clusters Score -2473156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2457858.500000 Penalty: 4954.145508
	Iteration 0F: 3 clusters Score -2457858 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2463317.500000 Penalty: 4954.145508
	Iteration 1F: 3 clusters Score -2463318 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2464020.500000 Penalty: 4954.145508
	Iteration 2F: 3 clusters Score -2464020 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2464809.000000 Penalty: 4954.145508
	Iteration 3F: 3 clusters Score -2464809 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2465694.250000 Penalty: 4954.145508
	Iteration 4F: 3 clusters Score -2465694 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2466702.000000 Penalty: 4954.145508
	Iteration 5F: 3 clusters Score -2466702 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2467804.750000 Penalty: 4954.145508
	Iteration 6F: 3 clusters Score -2467805 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2468865.250000 Penalty: 4954.145508
	Iteration 7F: 3 clusters Score -2468865 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2469718.250000 Penalty: 4954.145508
	Iteration 8F: 3 clusters Score -2469718 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2470288.250000 Penalty: 4954.145508
	Iteration 9Q: 3 clusters Score -2470288 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2470579.750000 Penalty: 4954.145508
	Iteration 10Q: 3 clusters Score -2470580 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2470718.000000 Penalty: 4954.145508
	Iteration 11Q: 3 clusters Score -2470718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2470785.500000 Penalty: 4954.145508
	Iteration 12Q: 3 clusters Score -2470786 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2470849.000000 Penalty: 4954.145508
	Iteration 13Q: 3 clusters Score -2470849 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2470859.750000 Penalty: 4954.145508
	Iteration 14Q: 3 clusters Score -2470860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2470882.750000 Penalty: 4954.145508
	Iteration 15Q: 3 clusters Score -2470883 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2470904.500000 Penalty: 4954.145508
	Iteration 16Q: 3 clusters Score -2470904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2470906.250000 Penalty: 4954.145508
	Iteration 17Q: 3 clusters Score -2470906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -2470919.250000 Penalty: 4954.145508
	Iteration 18Q: 3 clusters Score -2470919 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2470927.000000 Penalty: 4954.145508
	Iteration 19Q: 3 clusters Score -2470927 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2470935.750000 Penalty: 4954.145508
	Iteration 20F: 3 clusters Score -2470936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2470942.250000 Penalty: 4954.145508
	Iteration 21Q: 3 clusters Score -2470942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2470937.500000 Penalty: 4954.145508
	Iteration 22Q: 3 clusters Score -2470938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2470940.500000 Penalty: 4954.145508
	Iteration 23Q: 3 clusters Score -2470940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2470945.000000 Penalty: 4954.145508
	Iteration 24Q: 3 clusters Score -2470945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2470952.750000 Penalty: 4954.145508
	Iteration 25Q: 3 clusters Score -2470953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2470954.000000 Penalty: 4954.145508
	Iteration 26Q: 3 clusters Score -2470954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2470950.000000 Penalty: 4954.145508
	Iteration 27Q: 3 clusters Score -2470950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2470959.000000 Penalty: 4954.145508
	Iteration 28Q: 3 clusters Score -2470959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2470958.500000 Penalty: 4954.145508
	Iteration 29Q: 3 clusters Score -2470958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2470961.000000 Penalty: 4954.145508
	Iteration 30Q: 3 clusters Score -2470961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2470962.750000 Penalty: 4954.145508
	Iteration 31Q: 3 clusters Score -2470963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2470966.250000 Penalty: 4954.145508
	Iteration 32Q: 3 clusters Score -2470966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2470969.250000 Penalty: 4954.145508
	Iteration 33Q: 3 clusters Score -2470969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2470972.250000 Penalty: 4954.145508
	Iteration 34Q: 3 clusters Score -2470972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -2470969.750000 Penalty: 4954.145508
	Iteration 35Q: 3 clusters Score -2470970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2470972.000000 Penalty: 4954.145508
	Iteration 36Q: 3 clusters Score -2470972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2470974.250000 Penalty: 4954.145508
	Iteration 37Q: 3 clusters Score -2470974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2470974.250000 Penalty: 4954.145508
	Iteration 38Q: 3 clusters Score -2470974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2470973.000000 Penalty: 4954.145508
	Iteration 39Q: 3 clusters Score -2470973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2470974.000000 Penalty: 4954.145508
	Iteration 40F: 3 clusters Score -2470974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Entering Unmasked Estep 
Score: -2566348.000000 Penalty: 2485.770752
	Iteration 0F: 2 clusters Score -2566348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2550650.500000 Penalty: 4971.541504
	Iteration 0F: 3 clusters Score -2550650 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2556142.250000 Penalty: 4971.541504
	Iteration 1F: 3 clusters Score -2556142 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2556690.000000 Penalty: 4971.541504
	Iteration 2F: 3 clusters Score -2556690 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2557216.500000 Penalty: 4971.541504
	Iteration 3F: 3 clusters Score -2557216 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2557793.500000 Penalty: 4971.541504
	Iteration 4F: 3 clusters Score -2557794 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2558438.500000 Penalty: 4971.541504
	Iteration 5Q: 3 clusters Score -2558438 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2559131.000000 Penalty: 4971.541504
	Iteration 6F: 3 clusters Score -2559131 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2559897.750000 Penalty: 4971.541504
	Iteration 7F: 3 clusters Score -2559898 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2560782.250000 Penalty: 4971.541504
	Iteration 8F: 3 clusters Score -2560782 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2561674.250000 Penalty: 4971.541504
	Iteration 9F: 3 clusters Score -2561674 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2562654.750000 Penalty: 4971.541504
	Iteration 10Q: 3 clusters Score -2562655 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2563527.750000 Penalty: 4971.541504
	Iteration 11Q: 3 clusters Score -2563528 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2564053.750000 Penalty: 4971.541504
	Iteration 12Q: 3 clusters Score -2564054 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2564337.500000 Penalty: 4971.541504
	Iteration 13Q: 3 clusters Score -2564338 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2564497.500000 Penalty: 4971.541504
	Iteration 14Q: 3 clusters Score -2564498 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2564588.250000 Penalty: 4971.541504
	Iteration 15Q: 3 clusters Score -2564588 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2564666.750000 Penalty: 4971.541504
	Iteration 16Q: 3 clusters Score -2564667 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2564717.250000 Penalty: 4971.541504
	Iteration 17Q: 3 clusters Score -2564717 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2564751.500000 Penalty: 4971.541504
	Iteration 18Q: 3 clusters Score -2564752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2564771.250000 Penalty: 4971.541504
	Iteration 19Q: 3 clusters Score -2564771 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2564783.250000 Penalty: 4971.541504
	Iteration 20F: 3 clusters Score -2564783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -2564794.500000 Penalty: 4971.541504
	Iteration 21Q: 3 clusters Score -2564794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2564801.250000 Penalty: 4971.541504
	Iteration 22Q: 3 clusters Score -2564801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2564792.000000 Penalty: 4971.541504
	Iteration 23Q: 3 clusters Score -2564792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2564795.250000 Penalty: 4971.541504
	Iteration 24Q: 3 clusters Score -2564795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2564797.250000 Penalty: 4971.541504
	Iteration 25Q: 3 clusters Score -2564797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2564798.000000 Penalty: 4971.541504
	Iteration 26Q: 3 clusters Score -2564798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2564797.750000 Penalty: 4971.541504
	Iteration 27Q: 3 clusters Score -2564798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2564797.750000 Penalty: 4971.541504
	Iteration 28Q: 3 clusters Score -2564798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2564798.750000 Penalty: 4971.541504
	Iteration 29Q: 3 clusters Score -2564799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2564797.750000 Penalty: 4971.541504
	Iteration 30Q: 3 clusters Score -2564798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2564801.250000 Penalty: 4971.541504
	Iteration 31Q: 3 clusters Score -2564801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2564802.000000 Penalty: 4971.541504
	Iteration 32Q: 3 clusters Score -2564802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2564803.250000 Penalty: 4971.541504
	Iteration 33Q: 3 clusters Score -2564803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2564804.000000 Penalty: 4971.541504
	Iteration 34Q: 3 clusters Score -2564804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2564800.250000 Penalty: 4971.541504
	Iteration 35Q: 3 clusters Score -2564800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2564802.500000 Penalty: 4971.541504
	Iteration 36Q: 3 clusters Score -2564802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2564802.500000 Penalty: 4971.541504
	Iteration 37Q: 3 clusters Score -2564802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2564805.250000 Penalty: 4971.541504
	Iteration 38Q: 3 clusters Score -2564805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2564804.000000 Penalty: 4971.541504
	Iteration 39Q: 3 clusters Score -2564804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -2564804.000000 Penalty: 4971.541504
	Iteration 40F: 3 clusters Score -2564804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 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 131 members 
Entering Unmasked Estep 
Score: -21773.751953 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21773.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21872.296875 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -21872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21916.845703 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -21916.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21944.746094 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -21944.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21953.134766 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -21953.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21964.039062 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -21964.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21971.125000 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -21971.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21971.125000 Penalty: 2746.517822
	Iteration 7F: 3 clusters Score -21971.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (58198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Entering Unmasked Estep 
Score: -6786250.000000 Penalty: 2720.958252
	Iteration 0F: 2 clusters Score -6786250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -6746975.500000 Penalty: 5441.916504
	Iteration 0F: 3 clusters Score -6746976 nChanged 27118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -6762083.500000 Penalty: 5441.916504
	Iteration 1F: 3 clusters Score -6762084 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -6762598.000000 Penalty: 5441.916504
	Iteration 2Q: 3 clusters Score -6762598 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -6763152.000000 Penalty: 5441.916504
	Iteration 3Q: 3 clusters Score -6763152 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -6763686.500000 Penalty: 5441.916504
	Iteration 4Q: 3 clusters Score -6763686 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6764334.000000 Penalty: 5441.916504
	Iteration 5Q: 3 clusters Score -6764334 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6765323.500000 Penalty: 5441.916504
	Iteration 6Q: 3 clusters Score -6765324 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -6766919.000000 Penalty: 5441.916504
	Iteration 7F: 3 clusters Score -6766919 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -6769638.500000 Penalty: 5441.916504
	Iteration 8F: 3 clusters Score -6769638 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -6773629.000000 Penalty: 5441.916504
	Iteration 9F: 3 clusters Score -6773629 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -6778010.500000 Penalty: 5441.916504
	Iteration 10F: 3 clusters Score -6778010 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -6781227.500000 Penalty: 5441.916504
	Iteration 11F: 3 clusters Score -6781228 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6782821.500000 Penalty: 5441.916504
	Iteration 12Q: 3 clusters Score -6782822 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6783423.500000 Penalty: 5441.916504
	Iteration 13Q: 3 clusters Score -6783424 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6783650.000000 Penalty: 5441.916504
	Iteration 14Q: 3 clusters Score -6783650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6783735.000000 Penalty: 5441.916504
	Iteration 15Q: 3 clusters Score -6783735 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6783815.500000 Penalty: 5441.916504
	Iteration 16Q: 3 clusters Score -6783816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6783839.500000 Penalty: 5441.916504
	Iteration 17Q: 3 clusters Score -6783840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6783861.500000 Penalty: 5441.916504
	Iteration 18Q: 3 clusters Score -6783862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6783873.000000 Penalty: 5441.916504
	Iteration 19Q: 3 clusters Score -6783873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57906 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6783877.000000 Penalty: 5441.916504
	Iteration 20F: 3 clusters Score -6783877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6783895.000000 Penalty: 5441.916504
	Iteration 21Q: 3 clusters Score -6783895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6783901.500000 Penalty: 5441.916504
	Iteration 22Q: 3 clusters Score -6783902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6783900.500000 Penalty: 5441.916504
	Iteration 23Q: 3 clusters Score -6783900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6783900.500000 Penalty: 5441.916504
	Iteration 24Q: 3 clusters Score -6783900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6783907.000000 Penalty: 5441.916504
	Iteration 25Q: 3 clusters Score -6783907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6783915.000000 Penalty: 5441.916504
	Iteration 26Q: 3 clusters Score -6783915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6783915.500000 Penalty: 5441.916504
	Iteration 27Q: 3 clusters Score -6783916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6783919.000000 Penalty: 5441.916504
	Iteration 28Q: 3 clusters Score -6783919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6783919.000000 Penalty: 5441.916504
	Iteration 29F: 3 clusters Score -6783919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Entering Unmasked Estep 
Score: -1932291.625000 Penalty: 2405.180176
	Iteration 0F: 2 clusters Score -1932292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1920568.500000 Penalty: 4810.360352
	Iteration 0F: 3 clusters Score -1920568 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1924275.000000 Penalty: 4810.360352
	Iteration 1F: 3 clusters Score -1924275 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1924640.125000 Penalty: 4810.360352
	Iteration 2F: 3 clusters Score -1924640 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1924989.250000 Penalty: 4810.360352
	Iteration 3Q: 3 clusters Score -1924989 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1925333.625000 Penalty: 4810.360352
	Iteration 4Q: 3 clusters Score -1925334 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1925745.500000 Penalty: 4810.360352
	Iteration 5F: 3 clusters Score -1925746 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1926332.500000 Penalty: 4810.360352
	Iteration 6F: 3 clusters Score -1926332 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1927160.250000 Penalty: 4810.360352
	Iteration 7F: 3 clusters Score -1927160 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1928143.250000 Penalty: 4810.360352
	Iteration 8F: 3 clusters Score -1928143 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1929053.875000 Penalty: 4810.360352
	Iteration 9F: 3 clusters Score -1929054 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1929732.750000 Penalty: 4810.360352
	Iteration 10Q: 3 clusters Score -1929733 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1930154.875000 Penalty: 4810.360352
	Iteration 11Q: 3 clusters Score -1930155 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1930360.375000 Penalty: 4810.360352
	Iteration 12Q: 3 clusters Score -1930360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1930460.500000 Penalty: 4810.360352
	Iteration 13Q: 3 clusters Score -1930460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1930508.125000 Penalty: 4810.360352
	Iteration 14Q: 3 clusters Score -1930508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1930531.375000 Penalty: 4810.360352
	Iteration 15Q: 3 clusters Score -1930531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1930543.500000 Penalty: 4810.360352
	Iteration 16Q: 3 clusters Score -1930544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1930567.000000 Penalty: 4810.360352
	Iteration 17Q: 3 clusters Score -1930567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1930578.375000 Penalty: 4810.360352
	Iteration 18Q: 3 clusters Score -1930578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1930591.875000 Penalty: 4810.360352
	Iteration 19Q: 3 clusters Score -1930592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1930602.625000 Penalty: 4810.360352
	Iteration 20F: 3 clusters Score -1930603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1930607.375000 Penalty: 4810.360352
	Iteration 21Q: 3 clusters Score -1930607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1930609.000000 Penalty: 4810.360352
	Iteration 22Q: 3 clusters Score -1930609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1930612.000000 Penalty: 4810.360352
	Iteration 23Q: 3 clusters Score -1930612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1930614.625000 Penalty: 4810.360352
	Iteration 24Q: 3 clusters Score -1930615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1930621.500000 Penalty: 4810.360352
	Iteration 25Q: 3 clusters Score -1930622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1930618.500000 Penalty: 4810.360352
	Iteration 26Q: 3 clusters Score -1930618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1930623.625000 Penalty: 4810.360352
	Iteration 27Q: 3 clusters Score -1930624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1930626.000000 Penalty: 4810.360352
	Iteration 28Q: 3 clusters Score -1930626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1930631.000000 Penalty: 4810.360352
	Iteration 29Q: 3 clusters Score -1930631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1930632.250000 Penalty: 4810.360352
	Iteration 30Q: 3 clusters Score -1930632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1930631.000000 Penalty: 4810.360352
	Iteration 31Q: 3 clusters Score -1930631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1930636.250000 Penalty: 4810.360352
	Iteration 32Q: 3 clusters Score -1930636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1930637.750000 Penalty: 4810.360352
	Iteration 33Q: 3 clusters Score -1930638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1930643.625000 Penalty: 4810.360352
	Iteration 34Q: 3 clusters Score -1930644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1930647.000000 Penalty: 4810.360352
	Iteration 35Q: 3 clusters Score -1930647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1930650.750000 Penalty: 4810.360352
	Iteration 36Q: 3 clusters Score -1930651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1930653.750000 Penalty: 4810.360352
	Iteration 37Q: 3 clusters Score -1930654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1930654.000000 Penalty: 4810.360352
	Iteration 38Q: 3 clusters Score -1930654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1930653.750000 Penalty: 4810.360352
	Iteration 39Q: 3 clusters Score -1930654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1930657.125000 Penalty: 4810.360352
	Iteration 40F: 3 clusters Score -1930657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1930661.375000 Penalty: 4810.360352
	Iteration 41Q: 3 clusters Score -1930661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1930663.750000 Penalty: 4810.360352
	Iteration 42Q: 3 clusters Score -1930664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1930667.250000 Penalty: 4810.360352
	Iteration 43Q: 3 clusters Score -1930667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1930664.375000 Penalty: 4810.360352
	Iteration 44Q: 3 clusters Score -1930664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1930665.375000 Penalty: 4810.360352
	Iteration 45Q: 3 clusters Score -1930665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1930665.375000 Penalty: 4810.360352
	Iteration 46F: 3 clusters Score -1930665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83732.468750 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83732.47 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84040.296875 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -84040.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84123.765625 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84123.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84159.484375 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -84159.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84193.226562 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -84193.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84229.929688 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84229.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84254.640625 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84254.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84286.882812 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -84286.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84312.906250 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -84312.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84350.492188 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -84350.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84370.195312 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -84370.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84394.796875 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -84394.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84428.343750 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -84428.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84462.570312 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -84462.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84517.914062 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -84517.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84572.351562 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -84572.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84638.242188 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -84638.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84710.304688 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -84710.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84791.929688 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -84791.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84893.796875 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -84893.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -85079.382812 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -85079.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -85607.390625 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -85607.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85981.578125 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -85981.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86168.921875 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -86168.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86250.726562 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -86250.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86313.085938 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -86313.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86390.273438 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -86390.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86481.804688 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -86481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86578.476562 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -86578.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86603.945312 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -86603.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86603.945312 Penalty: 3344.468994
	Iteration 30F: 3 clusters Score -86603.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 173203 members 
Mstep: Class 4 contains 123614 members 
Mstep: Class 5 contains 22574 members 
Mstep: Class 6 contains 237933 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9463 members 
Mstep: Class 9 contains 246074 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 61271 members 
Mstep: Class 12 contains 42095 members 
Mstep: Class 13 contains 25892 members 
Mstep: Class 14 contains 41801 members 
Mstep: Class 15 contains 32957 members 
Mstep: Class 16 contains 182387 members 
Mstep: Class 17 contains 11436 members 
Mstep: Class 18 contains 24862 members 
Mstep: Class 19 contains 115931 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 32793 members 
Mstep: Class 22 contains 18585 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 126622 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 23032 members 
Mstep: Class 28 contains 1747 members 
Mstep: Class 29 contains 47258 members 
Mstep: Class 30 contains 11289 members 
Mstep: Class 31 contains 11194 members 
Mstep: Class 32 contains 102591 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 10354 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40359 members 
Mstep: Class 38 contains 21768 members 
Mstep: Class 39 contains 22545 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58198 members 
Mstep: Class 42 contains 16290 members 
Mstep: Class 43 contains 510 members 
Mstep: Class 44 contains 338 members 
Entering Unmasked Estep 
Score: -225988656.000000 Penalty: 158390.203125
Splitting cluster 43 changes total score from -225989136.000000 to -225988656.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 9858 members 
Mstep: Class 3 contains 173203 members 
Mstep: Class 4 contains 123614 members 
Mstep: Class 5 contains 22574 members 
Mstep: Class 6 contains 237933 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9463 members 
Mstep: Class 9 contains 246074 members 
Mstep: Class 10 contains 15621 members 
Mstep: Class 11 contains 61271 members 
Mstep: Class 12 contains 42095 members 
Mstep: Class 13 contains 25892 members 
Mstep: Class 14 contains 41801 members 
Mstep: Class 15 contains 32957 members 
Mstep: Class 16 contains 182387 members 
Mstep: Class 17 contains 11436 members 
Mstep: Class 18 contains 24862 members 
Mstep: Class 19 contains 115931 members 
Mstep: Class 20 contains 28910 members 
Mstep: Class 21 contains 32793 members 
Mstep: Class 22 contains 18585 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 126622 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 23032 members 
Mstep: Class 28 contains 1747 members 
Mstep: Class 29 contains 47258 members 
Mstep: Class 30 contains 11289 members 
Mstep: Class 31 contains 11194 members 
Mstep: Class 32 contains 102591 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 10354 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40359 members 
Mstep: Class 38 contains 21768 members 
Mstep: Class 39 contains 22545 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58198 members 
Mstep: Class 42 contains 16290 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989488.000000 Penalty: 154790.421875
Iteration 279Q: 44 clusters Score -2.259895e+08 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 173298 members 
Mstep: Class 4 contains 121517 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 239071 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9450 members 
Mstep: Class 9 contains 246049 members 
Mstep: Class 10 contains 15626 members 
Mstep: Class 11 contains 61267 members 
Mstep: Class 12 contains 42089 members 
Mstep: Class 13 contains 26007 members 
Mstep: Class 14 contains 41793 members 
Mstep: Class 15 contains 32983 members 
Mstep: Class 16 contains 182573 members 
Mstep: Class 17 contains 11432 members 
Mstep: Class 18 contains 24860 members 
Mstep: Class 19 contains 116295 members 
Mstep: Class 20 contains 28951 members 
Mstep: Class 21 contains 32845 members 
Mstep: Class 22 contains 18604 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 126815 members 
Mstep: Class 26 contains 14860 members 
Mstep: Class 27 contains 23031 members 
Mstep: Class 28 contains 1746 members 
Mstep: Class 29 contains 47266 members 
Mstep: Class 30 contains 11283 members 
Mstep: Class 31 contains 11196 members 
Mstep: Class 32 contains 102511 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 10356 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1536 members 
Mstep: Class 37 contains 40389 members 
Mstep: Class 38 contains 21772 members 
Mstep: Class 39 contains 22544 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58194 members 
Mstep: Class 42 contains 16293 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990032.000000 Penalty: 154790.421875
Iteration 280F: 44 clusters Score -2.2599e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 9850 members 
Mstep: Class 3 contains 173390 members 
Mstep: Class 4 contains 119513 members 
Mstep: Class 5 contains 22554 members 
Mstep: Class 6 contains 240113 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9445 members 
Mstep: Class 9 contains 246036 members 
Mstep: Class 10 contains 15625 members 
Mstep: Class 11 contains 61258 members 
Mstep: Class 12 contains 42079 members 
Mstep: Class 13 contains 26104 members 
Mstep: Class 14 contains 41787 members 
Mstep: Class 15 contains 33015 members 
Mstep: Class 16 contains 182778 members 
Mstep: Class 17 contains 11433 members 
Mstep: Class 18 contains 24843 members 
Mstep: Class 19 contains 116631 members 
Mstep: Class 20 contains 28990 members 
Mstep: Class 21 contains 32887 members 
Mstep: Class 22 contains 18616 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 127044 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 23034 members 
Mstep: Class 28 contains 1746 members 
Mstep: Class 29 contains 47278 members 
Mstep: Class 30 contains 11274 members 
Mstep: Class 31 contains 11195 members 
Mstep: Class 32 contains 102436 members 
Mstep: Class 33 contains 3875 members 
Mstep: Class 34 contains 10353 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 40421 members 
Mstep: Class 38 contains 21778 members 
Mstep: Class 39 contains 22539 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58200 members 
Mstep: Class 42 contains 16300 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990208.000000 Penalty: 154790.421875
Iteration 281Q: 44 clusters Score -2.259902e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 173488 members 
Mstep: Class 4 contains 117642 members 
Mstep: Class 5 contains 22539 members 
Mstep: Class 6 contains 241014 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9440 members 
Mstep: Class 9 contains 246013 members 
Mstep: Class 10 contains 15623 members 
Mstep: Class 11 contains 61249 members 
Mstep: Class 12 contains 42065 members 
Mstep: Class 13 contains 26189 members 
Mstep: Class 14 contains 41772 members 
Mstep: Class 15 contains 33075 members 
Mstep: Class 16 contains 182978 members 
Mstep: Class 17 contains 11432 members 
Mstep: Class 18 contains 24834 members 
Mstep: Class 19 contains 116972 members 
Mstep: Class 20 contains 29021 members 
Mstep: Class 21 contains 32941 members 
Mstep: Class 22 contains 18620 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5412 members 
Mstep: Class 25 contains 127278 members 
Mstep: Class 26 contains 14856 members 
Mstep: Class 27 contains 23039 members 
Mstep: Class 28 contains 1744 members 
Mstep: Class 29 contains 47288 members 
Mstep: Class 30 contains 11268 members 
Mstep: Class 31 contains 11194 members 
Mstep: Class 32 contains 102370 members 
Mstep: Class 33 contains 3876 members 
Mstep: Class 34 contains 10349 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1536 members 
Mstep: Class 37 contains 40460 members 
Mstep: Class 38 contains 21796 members 
Mstep: Class 39 contains 22529 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58178 members 
Mstep: Class 42 contains 16303 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989936.000000 Penalty: 154790.421875
Iteration 282Q: 44 clusters Score -2.259899e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 9833 members 
Mstep: Class 3 contains 173568 members 
Mstep: Class 4 contains 115840 members 
Mstep: Class 5 contains 22527 members 
Mstep: Class 6 contains 241873 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9433 members 
Mstep: Class 9 contains 245973 members 
Mstep: Class 10 contains 15619 members 
Mstep: Class 11 contains 61243 members 
Mstep: Class 12 contains 42065 members 
Mstep: Class 13 contains 26274 members 
Mstep: Class 14 contains 41758 members 
Mstep: Class 15 contains 33120 members 
Mstep: Class 16 contains 183185 members 
Mstep: Class 17 contains 11438 members 
Mstep: Class 18 contains 24828 members 
Mstep: Class 19 contains 117310 members 
Mstep: Class 20 contains 29047 members 
Mstep: Class 21 contains 32996 members 
Mstep: Class 22 contains 18623 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 127510 members 
Mstep: Class 26 contains 14851 members 
Mstep: Class 27 contains 23044 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 47291 members 
Mstep: Class 30 contains 11258 members 
Mstep: Class 31 contains 11197 members 
Mstep: Class 32 contains 102308 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 10352 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 40499 members 
Mstep: Class 38 contains 21809 members 
Mstep: Class 39 contains 22531 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58164 members 
Mstep: Class 42 contains 16304 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989792.000000 Penalty: 154790.421875
Iteration 283Q: 44 clusters Score -2.259898e+08 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 9831 members 
Mstep: Class 3 contains 173626 members 
Mstep: Class 4 contains 114132 members 
Mstep: Class 5 contains 22515 members 
Mstep: Class 6 contains 242679 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9421 members 
Mstep: Class 9 contains 245906 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 61233 members 
Mstep: Class 12 contains 42061 members 
Mstep: Class 13 contains 26386 members 
Mstep: Class 14 contains 41742 members 
Mstep: Class 15 contains 33158 members 
Mstep: Class 16 contains 183349 members 
Mstep: Class 17 contains 11435 members 
Mstep: Class 18 contains 24825 members 
Mstep: Class 19 contains 117670 members 
Mstep: Class 20 contains 29090 members 
Mstep: Class 21 contains 33044 members 
Mstep: Class 22 contains 18613 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 127771 members 
Mstep: Class 26 contains 14850 members 
Mstep: Class 27 contains 23038 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 47316 members 
Mstep: Class 30 contains 11258 members 
Mstep: Class 31 contains 11197 members 
Mstep: Class 32 contains 102235 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 10356 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1536 members 
Mstep: Class 37 contains 40542 members 
Mstep: Class 38 contains 21832 members 
Mstep: Class 39 contains 22529 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58138 members 
Mstep: Class 42 contains 16299 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989760.000000 Penalty: 154790.421875
Iteration 284Q: 44 clusters Score -2.259898e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 9824 members 
Mstep: Class 3 contains 173694 members 
Mstep: Class 4 contains 112478 members 
Mstep: Class 5 contains 22507 members 
Mstep: Class 6 contains 243429 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9406 members 
Mstep: Class 9 contains 245847 members 
Mstep: Class 10 contains 15619 members 
Mstep: Class 11 contains 61221 members 
Mstep: Class 12 contains 42052 members 
Mstep: Class 13 contains 26452 members 
Mstep: Class 14 contains 41724 members 
Mstep: Class 15 contains 33212 members 
Mstep: Class 16 contains 183532 members 
Mstep: Class 17 contains 11438 members 
Mstep: Class 18 contains 24813 members 
Mstep: Class 19 contains 118052 members 
Mstep: Class 20 contains 29129 members 
Mstep: Class 21 contains 33074 members 
Mstep: Class 22 contains 18587 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 128040 members 
Mstep: Class 26 contains 14854 members 
Mstep: Class 27 contains 23039 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 47325 members 
Mstep: Class 30 contains 11248 members 
Mstep: Class 31 contains 11198 members 
Mstep: Class 32 contains 102177 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 10360 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1536 members 
Mstep: Class 37 contains 40583 members 
Mstep: Class 38 contains 21857 members 
Mstep: Class 39 contains 22519 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58121 members 
Mstep: Class 42 contains 16296 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989936.000000 Penalty: 154790.421875
Iteration 285Q: 44 clusters Score -2.259899e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 9815 members 
Mstep: Class 3 contains 173733 members 
Mstep: Class 4 contains 110987 members 
Mstep: Class 5 contains 22501 members 
Mstep: Class 6 contains 244042 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 245799 members 
Mstep: Class 10 contains 15626 members 
Mstep: Class 11 contains 61205 members 
Mstep: Class 12 contains 42040 members 
Mstep: Class 13 contains 26499 members 
Mstep: Class 14 contains 41714 members 
Mstep: Class 15 contains 33241 members 
Mstep: Class 16 contains 183711 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 24801 members 
Mstep: Class 19 contains 118424 members 
Mstep: Class 20 contains 29168 members 
Mstep: Class 21 contains 33104 members 
Mstep: Class 22 contains 18566 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 128308 members 
Mstep: Class 26 contains 14858 members 
Mstep: Class 27 contains 23046 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 47343 members 
Mstep: Class 30 contains 11242 members 
Mstep: Class 31 contains 11205 members 
Mstep: Class 32 contains 102120 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 10360 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 40630 members 
Mstep: Class 38 contains 21892 members 
Mstep: Class 39 contains 22507 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58092 members 
Mstep: Class 42 contains 16294 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990000.000000 Penalty: 154790.421875
Iteration 286Q: 44 clusters Score -2.2599e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 9811 members 
Mstep: Class 3 contains 173769 members 
Mstep: Class 4 contains 109609 members 
Mstep: Class 5 contains 22494 members 
Mstep: Class 6 contains 244652 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9389 members 
Mstep: Class 9 contains 245742 members 
Mstep: Class 10 contains 15632 members 
Mstep: Class 11 contains 61194 members 
Mstep: Class 12 contains 42040 members 
Mstep: Class 13 contains 26532 members 
Mstep: Class 14 contains 41706 members 
Mstep: Class 15 contains 33278 members 
Mstep: Class 16 contains 183867 members 
Mstep: Class 17 contains 11450 members 
Mstep: Class 18 contains 24798 members 
Mstep: Class 19 contains 118773 members 
Mstep: Class 20 contains 29206 members 
Mstep: Class 21 contains 33145 members 
Mstep: Class 22 contains 18557 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5403 members 
Mstep: Class 25 contains 128540 members 
Mstep: Class 26 contains 14863 members 
Mstep: Class 27 contains 23046 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 47332 members 
Mstep: Class 30 contains 11234 members 
Mstep: Class 31 contains 11212 members 
Mstep: Class 32 contains 102066 members 
Mstep: Class 33 contains 3877 members 
Mstep: Class 34 contains 10353 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 40671 members 
Mstep: Class 38 contains 21916 members 
Mstep: Class 39 contains 22497 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58064 members 
Mstep: Class 42 contains 16285 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990640.000000 Penalty: 154790.421875
Iteration 287Q: 44 clusters Score -2.259906e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 9807 members 
Mstep: Class 3 contains 173862 members 
Mstep: Class 4 contains 108282 members 
Mstep: Class 5 contains 22475 members 
Mstep: Class 6 contains 245192 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9379 members 
Mstep: Class 9 contains 245681 members 
Mstep: Class 10 contains 15635 members 
Mstep: Class 11 contains 61181 members 
Mstep: Class 12 contains 42032 members 
Mstep: Class 13 contains 26582 members 
Mstep: Class 14 contains 41699 members 
Mstep: Class 15 contains 33315 members 
Mstep: Class 16 contains 184049 members 
Mstep: Class 17 contains 11448 members 
Mstep: Class 18 contains 24789 members 
Mstep: Class 19 contains 119145 members 
Mstep: Class 20 contains 29250 members 
Mstep: Class 21 contains 33176 members 
Mstep: Class 22 contains 18535 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 128765 members 
Mstep: Class 26 contains 14861 members 
Mstep: Class 27 contains 23037 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 47298 members 
Mstep: Class 30 contains 11229 members 
Mstep: Class 31 contains 11214 members 
Mstep: Class 32 contains 102009 members 
Mstep: Class 33 contains 3878 members 
Mstep: Class 34 contains 10354 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 40723 members 
Mstep: Class 38 contains 21934 members 
Mstep: Class 39 contains 22493 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 58026 members 
Mstep: Class 42 contains 16279 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989824.000000 Penalty: 154790.421875
Iteration 288Q: 44 clusters Score -2.259898e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 9804 members 
Mstep: Class 3 contains 173897 members 
Mstep: Class 4 contains 107089 members 
Mstep: Class 5 contains 22466 members 
Mstep: Class 6 contains 245672 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9369 members 
Mstep: Class 9 contains 245633 members 
Mstep: Class 10 contains 15633 members 
Mstep: Class 11 contains 61162 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 26637 members 
Mstep: Class 14 contains 41682 members 
Mstep: Class 15 contains 33358 members 
Mstep: Class 16 contains 184227 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 18 contains 24774 members 
Mstep: Class 19 contains 119463 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 33216 members 
Mstep: Class 22 contains 18522 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5395 members 
Mstep: Class 25 contains 128967 members 
Mstep: Class 26 contains 14862 members 
Mstep: Class 27 contains 23034 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 47281 members 
Mstep: Class 30 contains 11223 members 
Mstep: Class 31 contains 11226 members 
Mstep: Class 32 contains 101940 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 10358 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 40771 members 
Mstep: Class 38 contains 21955 members 
Mstep: Class 39 contains 22490 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57989 members 
Mstep: Class 42 contains 16279 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988944.000000 Penalty: 154790.421875
Iteration 289Q: 44 clusters Score -2.259889e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 9801 members 
Mstep: Class 3 contains 173962 members 
Mstep: Class 4 contains 105986 members 
Mstep: Class 5 contains 22463 members 
Mstep: Class 6 contains 246089 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9365 members 
Mstep: Class 9 contains 245586 members 
Mstep: Class 10 contains 15634 members 
Mstep: Class 11 contains 61143 members 
Mstep: Class 12 contains 42028 members 
Mstep: Class 13 contains 26693 members 
Mstep: Class 14 contains 41676 members 
Mstep: Class 15 contains 33398 members 
Mstep: Class 16 contains 184352 members 
Mstep: Class 17 contains 11440 members 
Mstep: Class 18 contains 24752 members 
Mstep: Class 19 contains 119760 members 
Mstep: Class 20 contains 29352 members 
Mstep: Class 21 contains 33258 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5392 members 
Mstep: Class 25 contains 129149 members 
Mstep: Class 26 contains 14871 members 
Mstep: Class 27 contains 23031 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 47276 members 
Mstep: Class 30 contains 11212 members 
Mstep: Class 31 contains 11235 members 
Mstep: Class 32 contains 101858 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 10358 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 40814 members 
Mstep: Class 38 contains 21980 members 
Mstep: Class 39 contains 22495 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57963 members 
Mstep: Class 42 contains 16279 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988928.000000 Penalty: 154790.421875
Iteration 290Q: 44 clusters Score -2.259889e+08 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 9800 members 
Mstep: Class 3 contains 174022 members 
Mstep: Class 4 contains 104996 members 
Mstep: Class 5 contains 22460 members 
Mstep: Class 6 contains 246473 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9365 members 
Mstep: Class 9 contains 245551 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 61122 members 
Mstep: Class 12 contains 42020 members 
Mstep: Class 13 contains 26742 members 
Mstep: Class 14 contains 41668 members 
Mstep: Class 15 contains 33434 members 
Mstep: Class 16 contains 184461 members 
Mstep: Class 17 contains 11444 members 
Mstep: Class 18 contains 24742 members 
Mstep: Class 19 contains 120017 members 
Mstep: Class 20 contains 29395 members 
Mstep: Class 21 contains 33305 members 
Mstep: Class 22 contains 18492 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5396 members 
Mstep: Class 25 contains 129323 members 
Mstep: Class 26 contains 14875 members 
Mstep: Class 27 contains 23032 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 47249 members 
Mstep: Class 30 contains 11198 members 
Mstep: Class 31 contains 11235 members 
Mstep: Class 32 contains 101790 members 
Mstep: Class 33 contains 3879 members 
Mstep: Class 34 contains 10359 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 40858 members 
Mstep: Class 38 contains 22001 members 
Mstep: Class 39 contains 22507 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57934 members 
Mstep: Class 42 contains 16273 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988688.000000 Penalty: 154790.421875
Iteration 291Q: 44 clusters Score -2.259887e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 9799 members 
Mstep: Class 3 contains 174075 members 
Mstep: Class 4 contains 104133 members 
Mstep: Class 5 contains 22459 members 
Mstep: Class 6 contains 246862 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9360 members 
Mstep: Class 9 contains 245501 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 61099 members 
Mstep: Class 12 contains 42009 members 
Mstep: Class 13 contains 26780 members 
Mstep: Class 14 contains 41658 members 
Mstep: Class 15 contains 33470 members 
Mstep: Class 16 contains 184500 members 
Mstep: Class 17 contains 11437 members 
Mstep: Class 18 contains 24740 members 
Mstep: Class 19 contains 120256 members 
Mstep: Class 20 contains 29448 members 
Mstep: Class 21 contains 33344 members 
Mstep: Class 22 contains 18481 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5398 members 
Mstep: Class 25 contains 129460 members 
Mstep: Class 26 contains 14876 members 
Mstep: Class 27 contains 23037 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 47224 members 
Mstep: Class 30 contains 11195 members 
Mstep: Class 31 contains 11246 members 
Mstep: Class 32 contains 101729 members 
Mstep: Class 33 contains 3881 members 
Mstep: Class 34 contains 10360 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 40892 members 
Mstep: Class 38 contains 22028 members 
Mstep: Class 39 contains 22513 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57911 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989088.000000 Penalty: 154790.421875
Iteration 292Q: 44 clusters Score -2.259891e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 174105 members 
Mstep: Class 4 contains 103306 members 
Mstep: Class 5 contains 22448 members 
Mstep: Class 6 contains 247239 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9358 members 
Mstep: Class 9 contains 245488 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 61080 members 
Mstep: Class 12 contains 42005 members 
Mstep: Class 13 contains 26810 members 
Mstep: Class 14 contains 41645 members 
Mstep: Class 15 contains 33483 members 
Mstep: Class 16 contains 184557 members 
Mstep: Class 17 contains 11436 members 
Mstep: Class 18 contains 24741 members 
Mstep: Class 19 contains 120458 members 
Mstep: Class 20 contains 29486 members 
Mstep: Class 21 contains 33393 members 
Mstep: Class 22 contains 18475 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5398 members 
Mstep: Class 25 contains 129630 members 
Mstep: Class 26 contains 14876 members 
Mstep: Class 27 contains 23036 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 47200 members 
Mstep: Class 30 contains 11189 members 
Mstep: Class 31 contains 11255 members 
Mstep: Class 32 contains 101672 members 
Mstep: Class 33 contains 3882 members 
Mstep: Class 34 contains 10363 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 40926 members 
Mstep: Class 38 contains 22044 members 
Mstep: Class 39 contains 22516 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57879 members 
Mstep: Class 42 contains 16272 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989200.000000 Penalty: 154790.421875
Iteration 293Q: 44 clusters Score -2.259892e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 174137 members 
Mstep: Class 4 contains 102538 members 
Mstep: Class 5 contains 22441 members 
Mstep: Class 6 contains 247580 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9350 members 
Mstep: Class 9 contains 245466 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 61055 members 
Mstep: Class 12 contains 41997 members 
Mstep: Class 13 contains 26845 members 
Mstep: Class 14 contains 41635 members 
Mstep: Class 15 contains 33501 members 
Mstep: Class 16 contains 184614 members 
Mstep: Class 17 contains 11435 members 
Mstep: Class 18 contains 24741 members 
Mstep: Class 19 contains 120669 members 
Mstep: Class 20 contains 29522 members 
Mstep: Class 21 contains 33445 members 
Mstep: Class 22 contains 18469 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 129772 members 
Mstep: Class 26 contains 14879 members 
Mstep: Class 27 contains 23038 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 47188 members 
Mstep: Class 30 contains 11178 members 
Mstep: Class 31 contains 11265 members 
Mstep: Class 32 contains 101617 members 
Mstep: Class 33 contains 3885 members 
Mstep: Class 34 contains 10360 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 40948 members 
Mstep: Class 38 contains 22055 members 
Mstep: Class 39 contains 22513 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57849 members 
Mstep: Class 42 contains 16276 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989360.000000 Penalty: 154790.421875
Iteration 294Q: 44 clusters Score -2.259894e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 174159 members 
Mstep: Class 4 contains 101852 members 
Mstep: Class 5 contains 22439 members 
Mstep: Class 6 contains 247854 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9349 members 
Mstep: Class 9 contains 245411 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 61035 members 
Mstep: Class 12 contains 41999 members 
Mstep: Class 13 contains 26881 members 
Mstep: Class 14 contains 41624 members 
Mstep: Class 15 contains 33530 members 
Mstep: Class 16 contains 184663 members 
Mstep: Class 17 contains 11436 members 
Mstep: Class 18 contains 24748 members 
Mstep: Class 19 contains 120884 members 
Mstep: Class 20 contains 29574 members 
Mstep: Class 21 contains 33498 members 
Mstep: Class 22 contains 18460 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 129895 members 
Mstep: Class 26 contains 14881 members 
Mstep: Class 27 contains 23040 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 47156 members 
Mstep: Class 30 contains 11169 members 
Mstep: Class 31 contains 11272 members 
Mstep: Class 32 contains 101561 members 
Mstep: Class 33 contains 3888 members 
Mstep: Class 34 contains 10360 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 40976 members 
Mstep: Class 38 contains 22068 members 
Mstep: Class 39 contains 22514 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57827 members 
Mstep: Class 42 contains 16277 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989152.000000 Penalty: 154790.421875
Iteration 295Q: 44 clusters Score -2.259892e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 174164 members 
Mstep: Class 4 contains 101229 members 
Mstep: Class 5 contains 22436 members 
Mstep: Class 6 contains 248131 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9338 members 
Mstep: Class 9 contains 245380 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 61014 members 
Mstep: Class 12 contains 41996 members 
Mstep: Class 13 contains 26924 members 
Mstep: Class 14 contains 41617 members 
Mstep: Class 15 contains 33560 members 
Mstep: Class 16 contains 184709 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 24751 members 
Mstep: Class 19 contains 121055 members 
Mstep: Class 20 contains 29613 members 
Mstep: Class 21 contains 33552 members 
Mstep: Class 22 contains 18455 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5402 members 
Mstep: Class 25 contains 129996 members 
Mstep: Class 26 contains 14880 members 
Mstep: Class 27 contains 23041 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 47140 members 
Mstep: Class 30 contains 11153 members 
Mstep: Class 31 contains 11285 members 
Mstep: Class 32 contains 101505 members 
Mstep: Class 33 contains 3889 members 
Mstep: Class 34 contains 10364 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 41002 members 
Mstep: Class 38 contains 22079 members 
Mstep: Class 39 contains 22506 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57805 members 
Mstep: Class 42 contains 16278 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988496.000000 Penalty: 154790.421875
Iteration 296Q: 44 clusters Score -2.259885e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 9791 members 
Mstep: Class 3 contains 174146 members 
Mstep: Class 4 contains 100691 members 
Mstep: Class 5 contains 22438 members 
Mstep: Class 6 contains 248345 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9331 members 
Mstep: Class 9 contains 245353 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60995 members 
Mstep: Class 12 contains 41992 members 
Mstep: Class 13 contains 26961 members 
Mstep: Class 14 contains 41606 members 
Mstep: Class 15 contains 33583 members 
Mstep: Class 16 contains 184776 members 
Mstep: Class 17 contains 11446 members 
Mstep: Class 18 contains 24751 members 
Mstep: Class 19 contains 121208 members 
Mstep: Class 20 contains 29654 members 
Mstep: Class 21 contains 33620 members 
Mstep: Class 22 contains 18450 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 130097 members 
Mstep: Class 26 contains 14882 members 
Mstep: Class 27 contains 23041 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 47095 members 
Mstep: Class 30 contains 11145 members 
Mstep: Class 31 contains 11294 members 
Mstep: Class 32 contains 101454 members 
Mstep: Class 33 contains 3890 members 
Mstep: Class 34 contains 10362 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 41024 members 
Mstep: Class 38 contains 22086 members 
Mstep: Class 39 contains 22503 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57790 members 
Mstep: Class 42 contains 16281 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988560.000000 Penalty: 154790.421875
Iteration 297Q: 44 clusters Score -2.259886e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 9789 members 
Mstep: Class 3 contains 174137 members 
Mstep: Class 4 contains 100233 members 
Mstep: Class 5 contains 22436 members 
Mstep: Class 6 contains 248526 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9325 members 
Mstep: Class 9 contains 245323 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60978 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 27006 members 
Mstep: Class 14 contains 41600 members 
Mstep: Class 15 contains 33607 members 
Mstep: Class 16 contains 184829 members 
Mstep: Class 17 contains 11446 members 
Mstep: Class 18 contains 24744 members 
Mstep: Class 19 contains 121329 members 
Mstep: Class 20 contains 29698 members 
Mstep: Class 21 contains 33670 members 
Mstep: Class 22 contains 18451 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 130171 members 
Mstep: Class 26 contains 14881 members 
Mstep: Class 27 contains 23042 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 47083 members 
Mstep: Class 30 contains 11137 members 
Mstep: Class 31 contains 11301 members 
Mstep: Class 32 contains 101399 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 10361 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1533 members 
Mstep: Class 37 contains 41048 members 
Mstep: Class 38 contains 22093 members 
Mstep: Class 39 contains 22501 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57773 members 
Mstep: Class 42 contains 16280 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988880.000000 Penalty: 154790.421875
Iteration 298Q: 44 clusters Score -2.259889e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174145 members 
Mstep: Class 4 contains 99809 members 
Mstep: Class 5 contains 22432 members 
Mstep: Class 6 contains 248677 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9322 members 
Mstep: Class 9 contains 245290 members 
Mstep: Class 10 contains 15642 members 
Mstep: Class 11 contains 60964 members 
Mstep: Class 12 contains 41998 members 
Mstep: Class 13 contains 27043 members 
Mstep: Class 14 contains 41597 members 
Mstep: Class 15 contains 33632 members 
Mstep: Class 16 contains 184868 members 
Mstep: Class 17 contains 11445 members 
Mstep: Class 18 contains 24735 members 
Mstep: Class 19 contains 121435 members 
Mstep: Class 20 contains 29730 members 
Mstep: Class 21 contains 33720 members 
Mstep: Class 22 contains 18454 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 130238 members 
Mstep: Class 26 contains 14882 members 
Mstep: Class 27 contains 23044 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 47063 members 
Mstep: Class 30 contains 11138 members 
Mstep: Class 31 contains 11306 members 
Mstep: Class 32 contains 101364 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10361 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 41071 members 
Mstep: Class 38 contains 22106 members 
Mstep: Class 39 contains 22501 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57758 members 
Mstep: Class 42 contains 16276 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988736.000000 Penalty: 154790.421875
Iteration 299Q: 44 clusters Score -2.259887e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 174147 members 
Mstep: Class 4 contains 99420 members 
Mstep: Class 5 contains 22427 members 
Mstep: Class 6 contains 248816 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9318 members 
Mstep: Class 9 contains 245267 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60950 members 
Mstep: Class 12 contains 41991 members 
Mstep: Class 13 contains 27064 members 
Mstep: Class 14 contains 41594 members 
Mstep: Class 15 contains 33652 members 
Mstep: Class 16 contains 184911 members 
Mstep: Class 17 contains 11447 members 
Mstep: Class 18 contains 24728 members 
Mstep: Class 19 contains 121546 members 
Mstep: Class 20 contains 29770 members 
Mstep: Class 21 contains 33764 members 
Mstep: Class 22 contains 18457 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 130300 members 
Mstep: Class 26 contains 14881 members 
Mstep: Class 27 contains 23044 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 47044 members 
Mstep: Class 30 contains 11137 members 
Mstep: Class 31 contains 11313 members 
Mstep: Class 32 contains 101330 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10362 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 41089 members 
Mstep: Class 38 contains 22122 members 
Mstep: Class 39 contains 22494 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57742 members 
Mstep: Class 42 contains 16273 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988736.000000 Penalty: 154790.421875
Iteration 300F: 44 clusters Score -2.259887e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 174165 members 
Mstep: Class 4 contains 99087 members 
Mstep: Class 5 contains 22423 members 
Mstep: Class 6 contains 248952 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9310 members 
Mstep: Class 9 contains 245220 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60943 members 
Mstep: Class 12 contains 41992 members 
Mstep: Class 13 contains 27097 members 
Mstep: Class 14 contains 41592 members 
Mstep: Class 15 contains 33679 members 
Mstep: Class 16 contains 184917 members 
Mstep: Class 17 contains 11449 members 
Mstep: Class 18 contains 24724 members 
Mstep: Class 19 contains 121636 members 
Mstep: Class 20 contains 29813 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 18455 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 130352 members 
Mstep: Class 26 contains 14883 members 
Mstep: Class 27 contains 23041 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 47035 members 
Mstep: Class 30 contains 11137 members 
Mstep: Class 31 contains 11317 members 
Mstep: Class 32 contains 101291 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10363 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1531 members 
Mstep: Class 37 contains 41114 members 
Mstep: Class 38 contains 22128 members 
Mstep: Class 39 contains 22487 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57725 members 
Mstep: Class 42 contains 16273 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988336.000000 Penalty: 154790.421875
Iteration 301Q: 44 clusters Score -2.259883e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 174176 members 
Mstep: Class 4 contains 98791 members 
Mstep: Class 5 contains 22418 members 
Mstep: Class 6 contains 249084 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9304 members 
Mstep: Class 9 contains 245174 members 
Mstep: Class 10 contains 15635 members 
Mstep: Class 11 contains 60930 members 
Mstep: Class 12 contains 41989 members 
Mstep: Class 13 contains 27131 members 
Mstep: Class 14 contains 41582 members 
Mstep: Class 15 contains 33702 members 
Mstep: Class 16 contains 184915 members 
Mstep: Class 17 contains 11453 members 
Mstep: Class 18 contains 24719 members 
Mstep: Class 19 contains 121704 members 
Mstep: Class 20 contains 29861 members 
Mstep: Class 21 contains 33841 members 
Mstep: Class 22 contains 18449 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5416 members 
Mstep: Class 25 contains 130410 members 
Mstep: Class 26 contains 14885 members 
Mstep: Class 27 contains 23037 members 
Mstep: Class 28 contains 1742 members 
Mstep: Class 29 contains 47044 members 
Mstep: Class 30 contains 11129 members 
Mstep: Class 31 contains 11321 members 
Mstep: Class 32 contains 101251 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10363 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 41146 members 
Mstep: Class 38 contains 22126 members 
Mstep: Class 39 contains 22486 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57720 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988272.000000 Penalty: 154790.421875
Iteration 302Q: 44 clusters Score -2.259883e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 174188 members 
Mstep: Class 4 contains 98547 members 
Mstep: Class 5 contains 22413 members 
Mstep: Class 6 contains 249188 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9302 members 
Mstep: Class 9 contains 245129 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60924 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 27153 members 
Mstep: Class 14 contains 41574 members 
Mstep: Class 15 contains 33727 members 
Mstep: Class 16 contains 184912 members 
Mstep: Class 17 contains 11451 members 
Mstep: Class 18 contains 24718 members 
Mstep: Class 19 contains 121761 members 
Mstep: Class 20 contains 29906 members 
Mstep: Class 21 contains 33865 members 
Mstep: Class 22 contains 18449 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 130458 members 
Mstep: Class 26 contains 14889 members 
Mstep: Class 27 contains 23037 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 47040 members 
Mstep: Class 30 contains 11127 members 
Mstep: Class 31 contains 11324 members 
Mstep: Class 32 contains 101212 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10361 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 41181 members 
Mstep: Class 38 contains 22130 members 
Mstep: Class 39 contains 22482 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57712 members 
Mstep: Class 42 contains 16278 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988384.000000 Penalty: 154790.421875
Iteration 303Q: 44 clusters Score -2.259884e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 174211 members 
Mstep: Class 4 contains 98333 members 
Mstep: Class 5 contains 22415 members 
Mstep: Class 6 contains 249284 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9299 members 
Mstep: Class 9 contains 245104 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60920 members 
Mstep: Class 12 contains 41982 members 
Mstep: Class 13 contains 27163 members 
Mstep: Class 14 contains 41567 members 
Mstep: Class 15 contains 33755 members 
Mstep: Class 16 contains 184892 members 
Mstep: Class 17 contains 11448 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 121826 members 
Mstep: Class 20 contains 29946 members 
Mstep: Class 21 contains 33886 members 
Mstep: Class 22 contains 18449 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 130504 members 
Mstep: Class 26 contains 14894 members 
Mstep: Class 27 contains 23034 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 47023 members 
Mstep: Class 30 contains 11123 members 
Mstep: Class 31 contains 11328 members 
Mstep: Class 32 contains 101157 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10357 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 41203 members 
Mstep: Class 38 contains 22136 members 
Mstep: Class 39 contains 22477 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57706 members 
Mstep: Class 42 contains 16280 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988368.000000 Penalty: 154790.421875
Iteration 304Q: 44 clusters Score -2.259884e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 9784 members 
Mstep: Class 3 contains 174228 members 
Mstep: Class 4 contains 98134 members 
Mstep: Class 5 contains 22416 members 
Mstep: Class 6 contains 249375 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9297 members 
Mstep: Class 9 contains 245086 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 60914 members 
Mstep: Class 12 contains 41984 members 
Mstep: Class 13 contains 27172 members 
Mstep: Class 14 contains 41563 members 
Mstep: Class 15 contains 33775 members 
Mstep: Class 16 contains 184886 members 
Mstep: Class 17 contains 11450 members 
Mstep: Class 18 contains 24720 members 
Mstep: Class 19 contains 121885 members 
Mstep: Class 20 contains 29987 members 
Mstep: Class 21 contains 33894 members 
Mstep: Class 22 contains 18451 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 130548 members 
Mstep: Class 26 contains 14900 members 
Mstep: Class 27 contains 23035 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 47001 members 
Mstep: Class 30 contains 11118 members 
Mstep: Class 31 contains 11332 members 
Mstep: Class 32 contains 101105 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10357 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 41225 members 
Mstep: Class 38 contains 22142 members 
Mstep: Class 39 contains 22472 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57692 members 
Mstep: Class 42 contains 16278 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988368.000000 Penalty: 154790.421875
Iteration 305Q: 44 clusters Score -2.259884e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 174241 members 
Mstep: Class 4 contains 97957 members 
Mstep: Class 5 contains 22415 members 
Mstep: Class 6 contains 249437 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9295 members 
Mstep: Class 9 contains 245071 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60906 members 
Mstep: Class 12 contains 41980 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 41559 members 
Mstep: Class 15 contains 33797 members 
Mstep: Class 16 contains 184886 members 
Mstep: Class 17 contains 11452 members 
Mstep: Class 18 contains 24725 members 
Mstep: Class 19 contains 121940 members 
Mstep: Class 20 contains 30027 members 
Mstep: Class 21 contains 33911 members 
Mstep: Class 22 contains 18455 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 130592 members 
Mstep: Class 26 contains 14901 members 
Mstep: Class 27 contains 23028 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46974 members 
Mstep: Class 30 contains 11119 members 
Mstep: Class 31 contains 11334 members 
Mstep: Class 32 contains 101053 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10359 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41255 members 
Mstep: Class 38 contains 22147 members 
Mstep: Class 39 contains 22467 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57688 members 
Mstep: Class 42 contains 16277 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 154790.421875
Iteration 306Q: 44 clusters Score -2.25988e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174247 members 
Mstep: Class 4 contains 97803 members 
Mstep: Class 5 contains 22414 members 
Mstep: Class 6 contains 249499 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 245064 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60903 members 
Mstep: Class 12 contains 41981 members 
Mstep: Class 13 contains 27179 members 
Mstep: Class 14 contains 41557 members 
Mstep: Class 15 contains 33822 members 
Mstep: Class 16 contains 184886 members 
Mstep: Class 17 contains 11453 members 
Mstep: Class 18 contains 24721 members 
Mstep: Class 19 contains 121989 members 
Mstep: Class 20 contains 30063 members 
Mstep: Class 21 contains 33925 members 
Mstep: Class 22 contains 18457 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 130628 members 
Mstep: Class 26 contains 14901 members 
Mstep: Class 27 contains 23025 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46957 members 
Mstep: Class 30 contains 11119 members 
Mstep: Class 31 contains 11338 members 
Mstep: Class 32 contains 101000 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10361 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41280 members 
Mstep: Class 38 contains 22144 members 
Mstep: Class 39 contains 22463 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57683 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988048.000000 Penalty: 154790.421875
Iteration 307Q: 44 clusters Score -2.25988e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174253 members 
Mstep: Class 4 contains 97656 members 
Mstep: Class 5 contains 22413 members 
Mstep: Class 6 contains 249547 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9297 members 
Mstep: Class 9 contains 245043 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 60899 members 
Mstep: Class 12 contains 41982 members 
Mstep: Class 13 contains 27181 members 
Mstep: Class 14 contains 41556 members 
Mstep: Class 15 contains 33844 members 
Mstep: Class 16 contains 184892 members 
Mstep: Class 17 contains 11454 members 
Mstep: Class 18 contains 24718 members 
Mstep: Class 19 contains 122027 members 
Mstep: Class 20 contains 30101 members 
Mstep: Class 21 contains 33938 members 
Mstep: Class 22 contains 18457 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130666 members 
Mstep: Class 26 contains 14901 members 
Mstep: Class 27 contains 23027 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46940 members 
Mstep: Class 30 contains 11115 members 
Mstep: Class 31 contains 11344 members 
Mstep: Class 32 contains 100958 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10363 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41304 members 
Mstep: Class 38 contains 22144 members 
Mstep: Class 39 contains 22463 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57676 members 
Mstep: Class 42 contains 16271 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988160.000000 Penalty: 154790.421875
Iteration 308Q: 44 clusters Score -2.259882e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174260 members 
Mstep: Class 4 contains 97526 members 
Mstep: Class 5 contains 22412 members 
Mstep: Class 6 contains 249574 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9301 members 
Mstep: Class 9 contains 245013 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 60900 members 
Mstep: Class 12 contains 41983 members 
Mstep: Class 13 contains 27183 members 
Mstep: Class 14 contains 41547 members 
Mstep: Class 15 contains 33861 members 
Mstep: Class 16 contains 184901 members 
Mstep: Class 17 contains 11453 members 
Mstep: Class 18 contains 24715 members 
Mstep: Class 19 contains 122069 members 
Mstep: Class 20 contains 30144 members 
Mstep: Class 21 contains 33951 members 
Mstep: Class 22 contains 18460 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130689 members 
Mstep: Class 26 contains 14899 members 
Mstep: Class 27 contains 23025 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46938 members 
Mstep: Class 30 contains 11113 members 
Mstep: Class 31 contains 11350 members 
Mstep: Class 32 contains 100926 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10365 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1527 members 
Mstep: Class 37 contains 41325 members 
Mstep: Class 38 contains 22146 members 
Mstep: Class 39 contains 22462 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57670 members 
Mstep: Class 42 contains 16272 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988240.000000 Penalty: 154790.421875
Iteration 309Q: 44 clusters Score -2.259882e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174264 members 
Mstep: Class 4 contains 97395 members 
Mstep: Class 5 contains 22410 members 
Mstep: Class 6 contains 249606 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9302 members 
Mstep: Class 9 contains 245003 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60896 members 
Mstep: Class 12 contains 41987 members 
Mstep: Class 13 contains 27185 members 
Mstep: Class 14 contains 41538 members 
Mstep: Class 15 contains 33867 members 
Mstep: Class 16 contains 184914 members 
Mstep: Class 17 contains 11450 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 122111 members 
Mstep: Class 20 contains 30178 members 
Mstep: Class 21 contains 33961 members 
Mstep: Class 22 contains 18464 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130727 members 
Mstep: Class 26 contains 14898 members 
Mstep: Class 27 contains 23021 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46925 members 
Mstep: Class 30 contains 11111 members 
Mstep: Class 31 contains 11356 members 
Mstep: Class 32 contains 100887 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10366 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1527 members 
Mstep: Class 37 contains 41344 members 
Mstep: Class 38 contains 22146 members 
Mstep: Class 39 contains 22462 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57669 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988272.000000 Penalty: 154790.421875
Iteration 310Q: 44 clusters Score -2.259883e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174268 members 
Mstep: Class 4 contains 97276 members 
Mstep: Class 5 contains 22410 members 
Mstep: Class 6 contains 249635 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 244975 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60894 members 
Mstep: Class 12 contains 41985 members 
Mstep: Class 13 contains 27189 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 33875 members 
Mstep: Class 16 contains 184915 members 
Mstep: Class 17 contains 11450 members 
Mstep: Class 18 contains 24721 members 
Mstep: Class 19 contains 122157 members 
Mstep: Class 20 contains 30217 members 
Mstep: Class 21 contains 33971 members 
Mstep: Class 22 contains 18464 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130769 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 23022 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46909 members 
Mstep: Class 30 contains 11107 members 
Mstep: Class 31 contains 11361 members 
Mstep: Class 32 contains 100851 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10368 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1527 members 
Mstep: Class 37 contains 41373 members 
Mstep: Class 38 contains 22150 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57660 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988320.000000 Penalty: 154790.421875
Iteration 311Q: 44 clusters Score -2.259883e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 174269 members 
Mstep: Class 4 contains 97178 members 
Mstep: Class 5 contains 22410 members 
Mstep: Class 6 contains 249663 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9298 members 
Mstep: Class 9 contains 244947 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 60890 members 
Mstep: Class 12 contains 41988 members 
Mstep: Class 13 contains 27198 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 33879 members 
Mstep: Class 16 contains 184926 members 
Mstep: Class 17 contains 11452 members 
Mstep: Class 18 contains 24719 members 
Mstep: Class 19 contains 122204 members 
Mstep: Class 20 contains 30257 members 
Mstep: Class 21 contains 33979 members 
Mstep: Class 22 contains 18464 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130800 members 
Mstep: Class 26 contains 14896 members 
Mstep: Class 27 contains 23018 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46887 members 
Mstep: Class 30 contains 11105 members 
Mstep: Class 31 contains 11362 members 
Mstep: Class 32 contains 100808 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10368 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41404 members 
Mstep: Class 38 contains 22155 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57645 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988416.000000 Penalty: 154790.421875
Iteration 312Q: 44 clusters Score -2.259884e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 9785 members 
Mstep: Class 3 contains 174274 members 
Mstep: Class 4 contains 97091 members 
Mstep: Class 5 contains 22411 members 
Mstep: Class 6 contains 249689 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9298 members 
Mstep: Class 9 contains 244921 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60884 members 
Mstep: Class 12 contains 41990 members 
Mstep: Class 13 contains 27197 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 33890 members 
Mstep: Class 16 contains 184928 members 
Mstep: Class 17 contains 11455 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 122236 members 
Mstep: Class 20 contains 30294 members 
Mstep: Class 21 contains 33984 members 
Mstep: Class 22 contains 18467 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130814 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 23016 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46885 members 
Mstep: Class 30 contains 11105 members 
Mstep: Class 31 contains 11364 members 
Mstep: Class 32 contains 100769 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10368 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41432 members 
Mstep: Class 38 contains 22159 members 
Mstep: Class 39 contains 22458 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57637 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988368.000000 Penalty: 154790.421875
Iteration 313Q: 44 clusters Score -2.259884e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 174282 members 
Mstep: Class 4 contains 97007 members 
Mstep: Class 5 contains 22408 members 
Mstep: Class 6 contains 249714 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9294 members 
Mstep: Class 9 contains 244887 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 60879 members 
Mstep: Class 12 contains 42000 members 
Mstep: Class 13 contains 27194 members 
Mstep: Class 14 contains 41535 members 
Mstep: Class 15 contains 33895 members 
Mstep: Class 16 contains 184942 members 
Mstep: Class 17 contains 11454 members 
Mstep: Class 18 contains 24719 members 
Mstep: Class 19 contains 122264 members 
Mstep: Class 20 contains 30320 members 
Mstep: Class 21 contains 33986 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130833 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 23015 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46881 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 11364 members 
Mstep: Class 32 contains 100740 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10370 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41465 members 
Mstep: Class 38 contains 22161 members 
Mstep: Class 39 contains 22458 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57625 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988288.000000 Penalty: 154790.421875
Iteration 314Q: 44 clusters Score -2.259883e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 9786 members 
Mstep: Class 3 contains 174290 members 
Mstep: Class 4 contains 96935 members 
Mstep: Class 5 contains 22406 members 
Mstep: Class 6 contains 249747 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 244863 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60875 members 
Mstep: Class 12 contains 42006 members 
Mstep: Class 13 contains 27194 members 
Mstep: Class 14 contains 41533 members 
Mstep: Class 15 contains 33899 members 
Mstep: Class 16 contains 184935 members 
Mstep: Class 17 contains 11455 members 
Mstep: Class 18 contains 24719 members 
Mstep: Class 19 contains 122282 members 
Mstep: Class 20 contains 30344 members 
Mstep: Class 21 contains 33992 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 130851 members 
Mstep: Class 26 contains 14895 members 
Mstep: Class 27 contains 23015 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46884 members 
Mstep: Class 30 contains 11105 members 
Mstep: Class 31 contains 11365 members 
Mstep: Class 32 contains 100704 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10369 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41498 members 
Mstep: Class 38 contains 22162 members 
Mstep: Class 39 contains 22455 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57617 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988368.000000 Penalty: 154790.421875
Iteration 315Q: 44 clusters Score -2.259884e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174294 members 
Mstep: Class 4 contains 96875 members 
Mstep: Class 5 contains 22405 members 
Mstep: Class 6 contains 249783 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9292 members 
Mstep: Class 9 contains 244824 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 60874 members 
Mstep: Class 12 contains 42021 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 41531 members 
Mstep: Class 15 contains 33900 members 
Mstep: Class 16 contains 184936 members 
Mstep: Class 17 contains 11454 members 
Mstep: Class 18 contains 24718 members 
Mstep: Class 19 contains 122297 members 
Mstep: Class 20 contains 30372 members 
Mstep: Class 21 contains 34000 members 
Mstep: Class 22 contains 18471 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5424 members 
Mstep: Class 25 contains 130859 members 
Mstep: Class 26 contains 14894 members 
Mstep: Class 27 contains 23015 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46882 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 11367 members 
Mstep: Class 32 contains 100670 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10370 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41527 members 
Mstep: Class 38 contains 22164 members 
Mstep: Class 39 contains 22453 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57608 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988544.000000 Penalty: 154790.421875
Iteration 316Q: 44 clusters Score -2.259885e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174304 members 
Mstep: Class 4 contains 96806 members 
Mstep: Class 5 contains 22400 members 
Mstep: Class 6 contains 249814 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9292 members 
Mstep: Class 9 contains 244793 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 60872 members 
Mstep: Class 12 contains 42025 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 41532 members 
Mstep: Class 15 contains 33901 members 
Mstep: Class 16 contains 184941 members 
Mstep: Class 17 contains 11455 members 
Mstep: Class 18 contains 24716 members 
Mstep: Class 19 contains 122318 members 
Mstep: Class 20 contains 30396 members 
Mstep: Class 21 contains 34003 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5425 members 
Mstep: Class 25 contains 130868 members 
Mstep: Class 26 contains 14896 members 
Mstep: Class 27 contains 23013 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46879 members 
Mstep: Class 30 contains 11103 members 
Mstep: Class 31 contains 11367 members 
Mstep: Class 32 contains 100640 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10372 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41556 members 
Mstep: Class 38 contains 22167 members 
Mstep: Class 39 contains 22453 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57605 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988480.000000 Penalty: 154790.421875
Iteration 317Q: 44 clusters Score -2.259885e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174318 members 
Mstep: Class 4 contains 96748 members 
Mstep: Class 5 contains 22396 members 
Mstep: Class 6 contains 249844 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9292 members 
Mstep: Class 9 contains 244765 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 60871 members 
Mstep: Class 12 contains 42030 members 
Mstep: Class 13 contains 27191 members 
Mstep: Class 14 contains 41530 members 
Mstep: Class 15 contains 33901 members 
Mstep: Class 16 contains 184939 members 
Mstep: Class 17 contains 11459 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 122340 members 
Mstep: Class 20 contains 30415 members 
Mstep: Class 21 contains 34004 members 
Mstep: Class 22 contains 18470 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5426 members 
Mstep: Class 25 contains 130875 members 
Mstep: Class 26 contains 14898 members 
Mstep: Class 27 contains 23011 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46870 members 
Mstep: Class 30 contains 11102 members 
Mstep: Class 31 contains 11368 members 
Mstep: Class 32 contains 100611 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10373 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41585 members 
Mstep: Class 38 contains 22169 members 
Mstep: Class 39 contains 22453 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57601 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988480.000000 Penalty: 154790.421875
Iteration 318Q: 44 clusters Score -2.259885e+08 nChanged 233
Entering ConstructFrom: 
Score: -225988480.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (33784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Entering Unmasked Estep 
Score: -3952843.750000 Penalty: 2586.080322
	Iteration 0F: 2 clusters Score -3952844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3929843.500000 Penalty: 5172.160645
	Iteration 0F: 3 clusters Score -3929844 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3938049.000000 Penalty: 5172.160645
	Iteration 1F: 3 clusters Score -3938049 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3938513.500000 Penalty: 5172.160645
	Iteration 2Q: 3 clusters Score -3938514 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3938898.000000 Penalty: 5172.160645
	Iteration 3Q: 3 clusters Score -3938898 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3939298.000000 Penalty: 5172.160645
	Iteration 4Q: 3 clusters Score -3939298 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3939681.000000 Penalty: 5172.160645
	Iteration 5Q: 3 clusters Score -3939681 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3940087.750000 Penalty: 5172.160645
	Iteration 6Q: 3 clusters Score -3940088 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -3940555.250000 Penalty: 5172.160645
	Iteration 7Q: 3 clusters Score -3940555 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3941074.750000 Penalty: 5172.160645
	Iteration 8Q: 3 clusters Score -3941075 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3941583.750000 Penalty: 5172.160645
	Iteration 9Q: 3 clusters Score -3941584 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3942101.750000 Penalty: 5172.160645
	Iteration 10Q: 3 clusters Score -3942102 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3942542.000000 Penalty: 5172.160645
	Iteration 11Q: 3 clusters Score -3942542 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3942930.250000 Penalty: 5172.160645
	Iteration 12Q: 3 clusters Score -3942930 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3943269.500000 Penalty: 5172.160645
	Iteration 13Q: 3 clusters Score -3943270 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3943524.250000 Penalty: 5172.160645
	Iteration 14Q: 3 clusters Score -3943524 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3943717.250000 Penalty: 5172.160645
	Iteration 15Q: 3 clusters Score -3943717 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -3943883.750000 Penalty: 5172.160645
	Iteration 16Q: 3 clusters Score -3943884 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3944037.500000 Penalty: 5172.160645
	Iteration 17Q: 3 clusters Score -3944038 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3944217.250000 Penalty: 5172.160645
	Iteration 18Q: 3 clusters Score -3944217 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3944391.250000 Penalty: 5172.160645
	Iteration 19Q: 3 clusters Score -3944391 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3944573.500000 Penalty: 5172.160645
	Iteration 20F: 3 clusters Score -3944574 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3944785.250000 Penalty: 5172.160645
	Iteration 21Q: 3 clusters Score -3944785 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -3944989.250000 Penalty: 5172.160645
	Iteration 22Q: 3 clusters Score -3944989 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3945209.250000 Penalty: 5172.160645
	Iteration 23Q: 3 clusters Score -3945209 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3945423.750000 Penalty: 5172.160645
	Iteration 24Q: 3 clusters Score -3945424 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -3945610.500000 Penalty: 5172.160645
	Iteration 25Q: 3 clusters Score -3945610 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3945758.500000 Penalty: 5172.160645
	Iteration 26Q: 3 clusters Score -3945758 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3945919.250000 Penalty: 5172.160645
	Iteration 27Q: 3 clusters Score -3945919 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3946051.500000 Penalty: 5172.160645
	Iteration 28Q: 3 clusters Score -3946052 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3946154.500000 Penalty: 5172.160645
	Iteration 29Q: 3 clusters Score -3946154 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3946250.000000 Penalty: 5172.160645
	Iteration 30Q: 3 clusters Score -3946250 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3946343.750000 Penalty: 5172.160645
	Iteration 31Q: 3 clusters Score -3946344 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3946409.750000 Penalty: 5172.160645
	Iteration 32Q: 3 clusters Score -3946410 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3946488.000000 Penalty: 5172.160645
	Iteration 33Q: 3 clusters Score -3946488 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3946556.750000 Penalty: 5172.160645
	Iteration 34Q: 3 clusters Score -3946557 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3946633.000000 Penalty: 5172.160645
	Iteration 35Q: 3 clusters Score -3946633 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3946674.750000 Penalty: 5172.160645
	Iteration 36Q: 3 clusters Score -3946675 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3946749.000000 Penalty: 5172.160645
	Iteration 37Q: 3 clusters Score -3946749 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3946819.750000 Penalty: 5172.160645
	Iteration 38Q: 3 clusters Score -3946820 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3946916.250000 Penalty: 5172.160645
	Iteration 39Q: 3 clusters Score -3946916 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3946982.500000 Penalty: 5172.160645
	Iteration 40F: 3 clusters Score -3946982 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3947059.500000 Penalty: 5172.160645
	Iteration 41Q: 3 clusters Score -3947060 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3947138.750000 Penalty: 5172.160645
	Iteration 42Q: 3 clusters Score -3947139 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -3947208.750000 Penalty: 5172.160645
	Iteration 43Q: 3 clusters Score -3947209 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3947315.500000 Penalty: 5172.160645
	Iteration 44Q: 3 clusters Score -3947316 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3947435.500000 Penalty: 5172.160645
	Iteration 45Q: 3 clusters Score -3947436 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3947568.750000 Penalty: 5172.160645
	Iteration 46Q: 3 clusters Score -3947569 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3947748.000000 Penalty: 5172.160645
	Iteration 47Q: 3 clusters Score -3947748 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -3947946.250000 Penalty: 5172.160645
	Iteration 48Q: 3 clusters Score -3947946 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -3948190.500000 Penalty: 5172.160645
	Iteration 49Q: 3 clusters Score -3948190 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3948451.750000 Penalty: 5172.160645
	Iteration 50Q: 3 clusters Score -3948452 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3948673.500000 Penalty: 5172.160645
	Iteration 51Q: 3 clusters Score -3948674 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3948900.500000 Penalty: 5172.160645
	Iteration 52Q: 3 clusters Score -3948900 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -3949157.500000 Penalty: 5172.160645
	Iteration 53Q: 3 clusters Score -3949158 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -3949412.000000 Penalty: 5172.160645
	Iteration 54Q: 3 clusters Score -3949412 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -3949675.750000 Penalty: 5172.160645
	Iteration 55Q: 3 clusters Score -3949676 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3949913.750000 Penalty: 5172.160645
	Iteration 56Q: 3 clusters Score -3949914 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -3950139.500000 Penalty: 5172.160645
	Iteration 57Q: 3 clusters Score -3950140 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3950316.000000 Penalty: 5172.160645
	Iteration 58Q: 3 clusters Score -3950316 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3950443.000000 Penalty: 5172.160645
	Iteration 59Q: 3 clusters Score -3950443 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3950523.250000 Penalty: 5172.160645
	Iteration 60F: 3 clusters Score -3950523 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -3950591.000000 Penalty: 5172.160645
	Iteration 61Q: 3 clusters Score -3950591 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -3950636.500000 Penalty: 5172.160645
	Iteration 62Q: 3 clusters Score -3950636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -3950680.750000 Penalty: 5172.160645
	Iteration 63Q: 3 clusters Score -3950681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -3950696.000000 Penalty: 5172.160645
	Iteration 64Q: 3 clusters Score -3950696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -3950708.000000 Penalty: 5172.160645
	Iteration 65Q: 3 clusters Score -3950708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -3950706.250000 Penalty: 5172.160645
	Iteration 66Q: 3 clusters Score -3950706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3950710.500000 Penalty: 5172.160645
	Iteration 67Q: 3 clusters Score -3950710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3950715.750000 Penalty: 5172.160645
	Iteration 68Q: 3 clusters Score -3950716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3950716.250000 Penalty: 5172.160645
	Iteration 69Q: 3 clusters Score -3950716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3950716.250000 Penalty: 5172.160645
	Iteration 70F: 3 clusters Score -3950716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Entering Unmasked Estep 
Score: -1076500.000000 Penalty: 2278.824951
	Iteration 0F: 2 clusters Score -1076500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1069035.625000 Penalty: 4557.649902
	Iteration 0F: 3 clusters Score -1069036 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1071762.625000 Penalty: 4557.649902
	Iteration 1F: 3 clusters Score -1071763 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1072616.375000 Penalty: 4557.649902
	Iteration 2F: 3 clusters Score -1072616 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1073396.000000 Penalty: 4557.649902
	Iteration 3F: 3 clusters Score -1073396 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1073987.625000 Penalty: 4557.649902
	Iteration 4F: 3 clusters Score -1073988 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1074427.125000 Penalty: 4557.649902
	Iteration 5F: 3 clusters Score -1074427 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1074743.000000 Penalty: 4557.649902
	Iteration 6F: 3 clusters Score -1074743 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1074916.750000 Penalty: 4557.649902
	Iteration 7Q: 3 clusters Score -1074917 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1075025.750000 Penalty: 4557.649902
	Iteration 8Q: 3 clusters Score -1075026 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1075095.125000 Penalty: 4557.649902
	Iteration 9Q: 3 clusters Score -1075095 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1075143.250000 Penalty: 4557.649902
	Iteration 10Q: 3 clusters Score -1075143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1075170.375000 Penalty: 4557.649902
	Iteration 11Q: 3 clusters Score -1075170 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1075193.500000 Penalty: 4557.649902
	Iteration 12Q: 3 clusters Score -1075194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1075209.625000 Penalty: 4557.649902
	Iteration 13Q: 3 clusters Score -1075210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1075228.625000 Penalty: 4557.649902
	Iteration 14Q: 3 clusters Score -1075229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1075242.125000 Penalty: 4557.649902
	Iteration 15Q: 3 clusters Score -1075242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1075249.875000 Penalty: 4557.649902
	Iteration 16Q: 3 clusters Score -1075250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1075257.000000 Penalty: 4557.649902
	Iteration 17Q: 3 clusters Score -1075257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1075269.125000 Penalty: 4557.649902
	Iteration 18Q: 3 clusters Score -1075269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1075280.625000 Penalty: 4557.649902
	Iteration 19Q: 3 clusters Score -1075281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1075294.750000 Penalty: 4557.649902
	Iteration 20F: 3 clusters Score -1075295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1075301.625000 Penalty: 4557.649902
	Iteration 21Q: 3 clusters Score -1075302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1075316.875000 Penalty: 4557.649902
	Iteration 22Q: 3 clusters Score -1075317 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1075334.250000 Penalty: 4557.649902
	Iteration 23Q: 3 clusters Score -1075334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1075353.500000 Penalty: 4557.649902
	Iteration 24Q: 3 clusters Score -1075354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1075370.125000 Penalty: 4557.649902
	Iteration 25Q: 3 clusters Score -1075370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1075391.000000 Penalty: 4557.649902
	Iteration 26Q: 3 clusters Score -1075391 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1075418.875000 Penalty: 4557.649902
	Iteration 27Q: 3 clusters Score -1075419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1075449.125000 Penalty: 4557.649902
	Iteration 28Q: 3 clusters Score -1075449 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1075476.125000 Penalty: 4557.649902
	Iteration 29Q: 3 clusters Score -1075476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1075500.375000 Penalty: 4557.649902
	Iteration 30Q: 3 clusters Score -1075500 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1075522.375000 Penalty: 4557.649902
	Iteration 31Q: 3 clusters Score -1075522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1075544.375000 Penalty: 4557.649902
	Iteration 32Q: 3 clusters Score -1075544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1075571.625000 Penalty: 4557.649902
	Iteration 33Q: 3 clusters Score -1075572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1075591.000000 Penalty: 4557.649902
	Iteration 34Q: 3 clusters Score -1075591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1075606.375000 Penalty: 4557.649902
	Iteration 35Q: 3 clusters Score -1075606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1075615.250000 Penalty: 4557.649902
	Iteration 36Q: 3 clusters Score -1075615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1075620.875000 Penalty: 4557.649902
	Iteration 37Q: 3 clusters Score -1075621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1075623.000000 Penalty: 4557.649902
	Iteration 38Q: 3 clusters Score -1075623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1075622.250000 Penalty: 4557.649902
	Iteration 39Q: 3 clusters Score -1075622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1075628.250000 Penalty: 4557.649902
	Iteration 40F: 3 clusters Score -1075628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1075631.625000 Penalty: 4557.649902
	Iteration 41Q: 3 clusters Score -1075632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1075634.625000 Penalty: 4557.649902
	Iteration 42Q: 3 clusters Score -1075635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1075637.625000 Penalty: 4557.649902
	Iteration 43Q: 3 clusters Score -1075638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1075636.375000 Penalty: 4557.649902
	Iteration 44Q: 3 clusters Score -1075636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1075637.875000 Penalty: 4557.649902
	Iteration 45Q: 3 clusters Score -1075638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1075644.250000 Penalty: 4557.649902
	Iteration 46Q: 3 clusters Score -1075644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1075650.500000 Penalty: 4557.649902
	Iteration 47Q: 3 clusters Score -1075650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1075654.750000 Penalty: 4557.649902
	Iteration 48Q: 3 clusters Score -1075655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1075661.125000 Penalty: 4557.649902
	Iteration 49Q: 3 clusters Score -1075661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1075664.625000 Penalty: 4557.649902
	Iteration 50Q: 3 clusters Score -1075665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1075667.375000 Penalty: 4557.649902
	Iteration 51Q: 3 clusters Score -1075667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1075668.250000 Penalty: 4557.649902
	Iteration 52Q: 3 clusters Score -1075668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1075667.875000 Penalty: 4557.649902
	Iteration 53Q: 3 clusters Score -1075668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1075667.875000 Penalty: 4557.649902
	Iteration 54F: 3 clusters Score -1075668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (174331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174331 members 
Entering Unmasked Estep 
Score: -20191422.000000 Penalty: 2993.040283
	Iteration 0F: 2 clusters Score -2.019142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -20075418.000000 Penalty: 5986.080566
	Iteration 0F: 3 clusters Score -2.007542e+07 nChanged 83416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 81969 members 
Entering Unmasked Estep 
Score: -20123556.000000 Penalty: 5986.080566
	Iteration 1F: 3 clusters Score -2.012356e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95607 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -20124840.000000 Penalty: 5986.080566
	Iteration 2Q: 3 clusters Score -2.012484e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100798 members 
Mstep: Class 2 contains 73533 members 
Entering Unmasked Estep 
Score: -20127088.000000 Penalty: 5986.080566
	Iteration 3Q: 3 clusters Score -2.012709e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -20131234.000000 Penalty: 5986.080566
	Iteration 4Q: 3 clusters Score -2.013123e+07 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120268 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -20138772.000000 Penalty: 5986.080566
	Iteration 5F: 3 clusters Score -2.013877e+07 nChanged 15399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -20151760.000000 Penalty: 5986.080566
	Iteration 6F: 3 clusters Score -2.015176e+07 nChanged 16976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -20168288.000000 Penalty: 5986.080566
	Iteration 7F: 3 clusters Score -2.016829e+07 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -20181384.000000 Penalty: 5986.080566
	Iteration 8F: 3 clusters Score -2.018138e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171605 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -20186844.000000 Penalty: 5986.080566
	Iteration 9Q: 3 clusters Score -2.018684e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173341 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20188194.000000 Penalty: 5986.080566
	Iteration 10Q: 3 clusters Score -2.018819e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173802 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20188570.000000 Penalty: 5986.080566
	Iteration 11Q: 3 clusters Score -2.018857e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -20188748.000000 Penalty: 5986.080566
	Iteration 12Q: 3 clusters Score -2.018875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -20188782.000000 Penalty: 5986.080566
	Iteration 13Q: 3 clusters Score -2.018878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174009 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20188842.000000 Penalty: 5986.080566
	Iteration 14Q: 3 clusters Score -2.018884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174018 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -20188872.000000 Penalty: 5986.080566
	Iteration 15Q: 3 clusters Score -2.018887e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174024 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20188898.000000 Penalty: 5986.080566
	Iteration 16Q: 3 clusters Score -2.01889e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174025 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -20188924.000000 Penalty: 5986.080566
	Iteration 17Q: 3 clusters Score -2.018892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174027 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20188912.000000 Penalty: 5986.080566
	Iteration 18Q: 3 clusters Score -2.018891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -20188914.000000 Penalty: 5986.080566
	Iteration 19Q: 3 clusters Score -2.018891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20188932.000000 Penalty: 5986.080566
	Iteration 20F: 3 clusters Score -2.018893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20188930.000000 Penalty: 5986.080566
	Iteration 21Q: 3 clusters Score -2.018893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174030 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20188932.000000 Penalty: 5986.080566
	Iteration 22Q: 3 clusters Score -2.018893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20188940.000000 Penalty: 5986.080566
	Iteration 23Q: 3 clusters Score -2.018894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174029 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20188940.000000 Penalty: 5986.080566
	Iteration 24F: 3 clusters Score -2.018894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (96693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Entering Unmasked Estep 
Score: -11268790.000000 Penalty: 2846.865479
	Iteration 0F: 2 clusters Score -1.126879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -11204131.000000 Penalty: 5693.730957
	Iteration 0F: 3 clusters Score -1.120413e+07 nChanged 45514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -11230108.000000 Penalty: 5693.730957
	Iteration 1F: 3 clusters Score -1.123011e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -11230920.000000 Penalty: 5693.730957
	Iteration 2Q: 3 clusters Score -1.123092e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -11231822.000000 Penalty: 5693.730957
	Iteration 3Q: 3 clusters Score -1.123182e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -11232787.000000 Penalty: 5693.730957
	Iteration 4Q: 3 clusters Score -1.123279e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -11234062.000000 Penalty: 5693.730957
	Iteration 5Q: 3 clusters Score -1.123406e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -11235480.000000 Penalty: 5693.730957
	Iteration 6Q: 3 clusters Score -1.123548e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -11237464.000000 Penalty: 5693.730957
	Iteration 7Q: 3 clusters Score -1.123746e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57550 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -11239905.000000 Penalty: 5693.730957
	Iteration 8F: 3 clusters Score -1.12399e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -11243176.000000 Penalty: 5693.730957
	Iteration 9F: 3 clusters Score -1.124318e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -11247123.000000 Penalty: 5693.730957
	Iteration 10F: 3 clusters Score -1.124712e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68810 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -11250951.000000 Penalty: 5693.730957
	Iteration 11F: 3 clusters Score -1.125095e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -11254079.000000 Penalty: 5693.730957
	Iteration 12Q: 3 clusters Score -1.125408e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -11256122.000000 Penalty: 5693.730957
	Iteration 13Q: 3 clusters Score -1.125612e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -11257472.000000 Penalty: 5693.730957
	Iteration 14Q: 3 clusters Score -1.125747e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -11258560.000000 Penalty: 5693.730957
	Iteration 15Q: 3 clusters Score -1.125856e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -11259398.000000 Penalty: 5693.730957
	Iteration 16Q: 3 clusters Score -1.12594e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81004 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -11260226.000000 Penalty: 5693.730957
	Iteration 17Q: 3 clusters Score -1.126023e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -11260996.000000 Penalty: 5693.730957
	Iteration 18Q: 3 clusters Score -1.1261e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -11261748.000000 Penalty: 5693.730957
	Iteration 19Q: 3 clusters Score -1.126175e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -11262329.000000 Penalty: 5693.730957
	Iteration 20F: 3 clusters Score -1.126233e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -11262882.000000 Penalty: 5693.730957
	Iteration 21Q: 3 clusters Score -1.126288e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -11263436.000000 Penalty: 5693.730957
	Iteration 22Q: 3 clusters Score -1.126344e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -11263813.000000 Penalty: 5693.730957
	Iteration 23Q: 3 clusters Score -1.126381e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88724 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -11264176.000000 Penalty: 5693.730957
	Iteration 24Q: 3 clusters Score -1.126418e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -11264460.000000 Penalty: 5693.730957
	Iteration 25Q: 3 clusters Score -1.126446e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -11264757.000000 Penalty: 5693.730957
	Iteration 26Q: 3 clusters Score -1.126476e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -11264941.000000 Penalty: 5693.730957
	Iteration 27Q: 3 clusters Score -1.126494e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91100 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -11265155.000000 Penalty: 5693.730957
	Iteration 28Q: 3 clusters Score -1.126516e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -11265413.000000 Penalty: 5693.730957
	Iteration 29Q: 3 clusters Score -1.126541e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91962 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -11265574.000000 Penalty: 5693.730957
	Iteration 30Q: 3 clusters Score -1.126557e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -11265726.000000 Penalty: 5693.730957
	Iteration 31Q: 3 clusters Score -1.126573e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -11265828.000000 Penalty: 5693.730957
	Iteration 32Q: 3 clusters Score -1.126583e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92910 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -11265930.000000 Penalty: 5693.730957
	Iteration 33Q: 3 clusters Score -1.126593e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -11266015.000000 Penalty: 5693.730957
	Iteration 34Q: 3 clusters Score -1.126602e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -11266098.000000 Penalty: 5693.730957
	Iteration 35Q: 3 clusters Score -1.12661e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -11266197.000000 Penalty: 5693.730957
	Iteration 36Q: 3 clusters Score -1.12662e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -11266219.000000 Penalty: 5693.730957
	Iteration 37Q: 3 clusters Score -1.126622e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -11266262.000000 Penalty: 5693.730957
	Iteration 38Q: 3 clusters Score -1.126626e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -11266321.000000 Penalty: 5693.730957
	Iteration 39Q: 3 clusters Score -1.126632e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -11266349.000000 Penalty: 5693.730957
	Iteration 40F: 3 clusters Score -1.126635e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -11266393.000000 Penalty: 5693.730957
	Iteration 41Q: 3 clusters Score -1.126639e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -11266430.000000 Penalty: 5693.730957
	Iteration 42Q: 3 clusters Score -1.126643e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -11266435.000000 Penalty: 5693.730957
	Iteration 43Q: 3 clusters Score -1.126644e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11266466.000000 Penalty: 5693.730957
	Iteration 44Q: 3 clusters Score -1.126647e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11266490.000000 Penalty: 5693.730957
	Iteration 45Q: 3 clusters Score -1.126649e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94568 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -11266521.000000 Penalty: 5693.730957
	Iteration 46Q: 3 clusters Score -1.126652e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94642 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11266572.000000 Penalty: 5693.730957
	Iteration 47Q: 3 clusters Score -1.126657e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94703 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11266584.000000 Penalty: 5693.730957
	Iteration 48Q: 3 clusters Score -1.126658e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -11266587.000000 Penalty: 5693.730957
	Iteration 49Q: 3 clusters Score -1.126659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -11266609.000000 Penalty: 5693.730957
	Iteration 50Q: 3 clusters Score -1.126661e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11266610.000000 Penalty: 5693.730957
	Iteration 51Q: 3 clusters Score -1.126661e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94873 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11266635.000000 Penalty: 5693.730957
	Iteration 52Q: 3 clusters Score -1.126664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94907 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11266631.000000 Penalty: 5693.730957
	Iteration 53Q: 3 clusters Score -1.126663e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94936 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11266651.000000 Penalty: 5693.730957
	Iteration 54Q: 3 clusters Score -1.126665e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -11266665.000000 Penalty: 5693.730957
	Iteration 55Q: 3 clusters Score -1.126666e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11266679.000000 Penalty: 5693.730957
	Iteration 56Q: 3 clusters Score -1.126668e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11266687.000000 Penalty: 5693.730957
	Iteration 57Q: 3 clusters Score -1.126669e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11266692.000000 Penalty: 5693.730957
	Iteration 58Q: 3 clusters Score -1.126669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11266700.000000 Penalty: 5693.730957
	Iteration 59Q: 3 clusters Score -1.12667e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11266722.000000 Penalty: 5693.730957
	Iteration 60F: 3 clusters Score -1.126672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95113 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -11266733.000000 Penalty: 5693.730957
	Iteration 61Q: 3 clusters Score -1.126673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11266764.000000 Penalty: 5693.730957
	Iteration 62Q: 3 clusters Score -1.126676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11266773.000000 Penalty: 5693.730957
	Iteration 63Q: 3 clusters Score -1.126677e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -11266774.000000 Penalty: 5693.730957
	Iteration 64Q: 3 clusters Score -1.126677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95187 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11266797.000000 Penalty: 5693.730957
	Iteration 65Q: 3 clusters Score -1.12668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95199 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11266805.000000 Penalty: 5693.730957
	Iteration 66Q: 3 clusters Score -1.12668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11266799.000000 Penalty: 5693.730957
	Iteration 67Q: 3 clusters Score -1.12668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11266798.000000 Penalty: 5693.730957
	Iteration 68Q: 3 clusters Score -1.12668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11266799.000000 Penalty: 5693.730957
	Iteration 69Q: 3 clusters Score -1.12668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11266802.000000 Penalty: 5693.730957
	Iteration 70Q: 3 clusters Score -1.12668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11266819.000000 Penalty: 5693.730957
	Iteration 71Q: 3 clusters Score -1.126682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11266817.000000 Penalty: 5693.730957
	Iteration 72Q: 3 clusters Score -1.126682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11266808.000000 Penalty: 5693.730957
	Iteration 73Q: 3 clusters Score -1.126681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11266815.000000 Penalty: 5693.730957
	Iteration 74Q: 3 clusters Score -1.126682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95243 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11266813.000000 Penalty: 5693.730957
	Iteration 75Q: 3 clusters Score -1.126681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11266808.000000 Penalty: 5693.730957
	Iteration 76Q: 3 clusters Score -1.126681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -11266817.000000 Penalty: 5693.730957
	Iteration 77Q: 3 clusters Score -1.126682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11266816.000000 Penalty: 5693.730957
	Iteration 78Q: 3 clusters Score -1.126682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95253 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11266824.000000 Penalty: 5693.730957
	Iteration 79Q: 3 clusters Score -1.126682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95255 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11266819.000000 Penalty: 5693.730957
	Iteration 80F: 3 clusters Score -1.126682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11266828.000000 Penalty: 5693.730957
	Iteration 81Q: 3 clusters Score -1.126683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11266826.000000 Penalty: 5693.730957
	Iteration 82Q: 3 clusters Score -1.126683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11266831.000000 Penalty: 5693.730957
	Iteration 83Q: 3 clusters Score -1.126683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11266828.000000 Penalty: 5693.730957
	Iteration 84Q: 3 clusters Score -1.126683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11266822.000000 Penalty: 5693.730957
	Iteration 85Q: 3 clusters Score -1.126682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11266813.000000 Penalty: 5693.730957
	Iteration 86Q: 3 clusters Score -1.126681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11266816.000000 Penalty: 5693.730957
	Iteration 87Q: 3 clusters Score -1.126682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11266820.000000 Penalty: 5693.730957
	Iteration 88Q: 3 clusters Score -1.126682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95270 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -11266822.000000 Penalty: 5693.730957
	Iteration 89Q: 3 clusters Score -1.126682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11266825.000000 Penalty: 5693.730957
	Iteration 90Q: 3 clusters Score -1.126682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11266816.000000 Penalty: 5693.730957
	Iteration 91Q: 3 clusters Score -1.126682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11266815.000000 Penalty: 5693.730957
	Iteration 92Q: 3 clusters Score -1.126682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -11266815.000000 Penalty: 5693.730957
	Iteration 93F: 3 clusters Score -1.126682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Entering Unmasked Estep 
Score: -2581476.750000 Penalty: 2484.126221
	Iteration 0F: 2 clusters Score -2581477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2565962.500000 Penalty: 4968.252441
	Iteration 0F: 3 clusters Score -2565962 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2571498.500000 Penalty: 4968.252441
	Iteration 1F: 3 clusters Score -2571498 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2572139.750000 Penalty: 4968.252441
	Iteration 2F: 3 clusters Score -2572140 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -2572829.750000 Penalty: 4968.252441
	Iteration 3F: 3 clusters Score -2572830 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2573639.250000 Penalty: 4968.252441
	Iteration 4F: 3 clusters Score -2573639 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2574588.500000 Penalty: 4968.252441
	Iteration 5F: 3 clusters Score -2574588 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2575716.750000 Penalty: 4968.252441
	Iteration 6F: 3 clusters Score -2575717 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2576737.000000 Penalty: 4968.252441
	Iteration 7F: 3 clusters Score -2576737 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2577493.750000 Penalty: 4968.252441
	Iteration 8Q: 3 clusters Score -2577494 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2577962.000000 Penalty: 4968.252441
	Iteration 9Q: 3 clusters Score -2577962 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2578239.750000 Penalty: 4968.252441
	Iteration 10Q: 3 clusters Score -2578240 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2578390.250000 Penalty: 4968.252441
	Iteration 11Q: 3 clusters Score -2578390 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2578453.500000 Penalty: 4968.252441
	Iteration 12Q: 3 clusters Score -2578454 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2578505.250000 Penalty: 4968.252441
	Iteration 13Q: 3 clusters Score -2578505 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2578542.000000 Penalty: 4968.252441
	Iteration 14Q: 3 clusters Score -2578542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2578567.000000 Penalty: 4968.252441
	Iteration 15Q: 3 clusters Score -2578567 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2578587.750000 Penalty: 4968.252441
	Iteration 16Q: 3 clusters Score -2578588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2578595.000000 Penalty: 4968.252441
	Iteration 17Q: 3 clusters Score -2578595 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2578612.500000 Penalty: 4968.252441
	Iteration 18Q: 3 clusters Score -2578612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2578615.250000 Penalty: 4968.252441
	Iteration 19Q: 3 clusters Score -2578615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2578610.500000 Penalty: 4968.252441
	Iteration 20F: 3 clusters Score -2578610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2578623.500000 Penalty: 4968.252441
	Iteration 21Q: 3 clusters Score -2578624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2578624.750000 Penalty: 4968.252441
	Iteration 22Q: 3 clusters Score -2578625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2578632.000000 Penalty: 4968.252441
	Iteration 23Q: 3 clusters Score -2578632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2578626.250000 Penalty: 4968.252441
	Iteration 24Q: 3 clusters Score -2578626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2578631.750000 Penalty: 4968.252441
	Iteration 25Q: 3 clusters Score -2578632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2578635.250000 Penalty: 4968.252441
	Iteration 26Q: 3 clusters Score -2578635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2578640.250000 Penalty: 4968.252441
	Iteration 27Q: 3 clusters Score -2578640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2578634.750000 Penalty: 4968.252441
	Iteration 28Q: 3 clusters Score -2578635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2578637.750000 Penalty: 4968.252441
	Iteration 29Q: 3 clusters Score -2578638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2578633.750000 Penalty: 4968.252441
	Iteration 30Q: 3 clusters Score -2578634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2578636.750000 Penalty: 4968.252441
	Iteration 31Q: 3 clusters Score -2578637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2578631.250000 Penalty: 4968.252441
	Iteration 32Q: 3 clusters Score -2578631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2578629.250000 Penalty: 4968.252441
	Iteration 33Q: 3 clusters Score -2578629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2578629.000000 Penalty: 4968.252441
	Iteration 34Q: 3 clusters Score -2578629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2578630.750000 Penalty: 4968.252441
	Iteration 35Q: 3 clusters Score -2578631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2578634.500000 Penalty: 4968.252441
	Iteration 36Q: 3 clusters Score -2578634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2578638.500000 Penalty: 4968.252441
	Iteration 37Q: 3 clusters Score -2578638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2578639.000000 Penalty: 4968.252441
	Iteration 38Q: 3 clusters Score -2578639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2578634.250000 Penalty: 4968.252441
	Iteration 39Q: 3 clusters Score -2578634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2578636.500000 Penalty: 4968.252441
	Iteration 40F: 3 clusters Score -2578636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2578633.500000 Penalty: 4968.252441
	Iteration 41Q: 3 clusters Score -2578634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2578636.000000 Penalty: 4968.252441
	Iteration 42Q: 3 clusters Score -2578636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2578635.250000 Penalty: 4968.252441
	Iteration 43Q: 3 clusters Score -2578635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2578636.750000 Penalty: 4968.252441
	Iteration 44Q: 3 clusters Score -2578637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2578632.500000 Penalty: 4968.252441
	Iteration 45Q: 3 clusters Score -2578632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2578630.750000 Penalty: 4968.252441
	Iteration 46Q: 3 clusters Score -2578631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2578630.750000 Penalty: 4968.252441
	Iteration 47F: 3 clusters Score -2578631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (249873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249873 members 
Entering Unmasked Estep 
Score: -29212438.000000 Penalty: 3082.319580
	Iteration 0F: 2 clusters Score -2.921244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124928 members 
Mstep: Class 2 contains 124945 members 
Entering Unmasked Estep 
Score: -29061436.000000 Penalty: 6164.639160
	Iteration 0F: 3 clusters Score -2.906144e+07 nChanged 120780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127376 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -29133546.000000 Penalty: 6164.639160
	Iteration 1F: 3 clusters Score -2.913355e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129797 members 
Mstep: Class 2 contains 120076 members 
Entering Unmasked Estep 
Score: -29135906.000000 Penalty: 6164.639160
	Iteration 2Q: 3 clusters Score -2.913591e+07 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133699 members 
Mstep: Class 2 contains 116174 members 
Entering Unmasked Estep 
Score: -29139264.000000 Penalty: 6164.639160
	Iteration 3Q: 3 clusters Score -2.913926e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -29144356.000000 Penalty: 6164.639160
	Iteration 4Q: 3 clusters Score -2.914436e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147131 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -29150890.000000 Penalty: 6164.639160
	Iteration 5F: 3 clusters Score -2.915089e+07 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156235 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -29157582.000000 Penalty: 6164.639160
	Iteration 6F: 3 clusters Score -2.915758e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166728 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -29164132.000000 Penalty: 6164.639160
	Iteration 7F: 3 clusters Score -2.916413e+07 nChanged 14260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -29169856.000000 Penalty: 6164.639160
	Iteration 8F: 3 clusters Score -2.916986e+07 nChanged 14268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191838 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -29174634.000000 Penalty: 6164.639160
	Iteration 9F: 3 clusters Score -2.917463e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205633 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -29180696.000000 Penalty: 6164.639160
	Iteration 10F: 3 clusters Score -2.91807e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219077 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -29188040.000000 Penalty: 6164.639160
	Iteration 11F: 3 clusters Score -2.918804e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230659 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -29195972.000000 Penalty: 6164.639160
	Iteration 12Q: 3 clusters Score -2.919597e+07 nChanged 8629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239286 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -29202478.000000 Penalty: 6164.639160
	Iteration 13Q: 3 clusters Score -2.920248e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244312 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -29206338.000000 Penalty: 6164.639160
	Iteration 14Q: 3 clusters Score -2.920634e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246725 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -29208010.000000 Penalty: 6164.639160
	Iteration 15Q: 3 clusters Score -2.920801e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247851 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -29208956.000000 Penalty: 6164.639160
	Iteration 16Q: 3 clusters Score -2.920896e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248366 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -29209518.000000 Penalty: 6164.639160
	Iteration 17Q: 3 clusters Score -2.920952e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248617 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -29209704.000000 Penalty: 6164.639160
	Iteration 18Q: 3 clusters Score -2.92097e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248768 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -29209898.000000 Penalty: 6164.639160
	Iteration 19Q: 3 clusters Score -2.92099e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248855 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -29209948.000000 Penalty: 6164.639160
	Iteration 20F: 3 clusters Score -2.920995e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248903 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -29210024.000000 Penalty: 6164.639160
	Iteration 21Q: 3 clusters Score -2.921002e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248928 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -29210082.000000 Penalty: 6164.639160
	Iteration 22Q: 3 clusters Score -2.921008e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248943 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29210074.000000 Penalty: 6164.639160
	Iteration 23Q: 3 clusters Score -2.921007e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248959 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -29210160.000000 Penalty: 6164.639160
	Iteration 24Q: 3 clusters Score -2.921016e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248963 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -29210202.000000 Penalty: 6164.639160
	Iteration 25Q: 3 clusters Score -2.92102e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248947 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -29210214.000000 Penalty: 6164.639160
	Iteration 26Q: 3 clusters Score -2.921021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248937 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -29210234.000000 Penalty: 6164.639160
	Iteration 27Q: 3 clusters Score -2.921023e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248932 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -29210250.000000 Penalty: 6164.639160
	Iteration 28Q: 3 clusters Score -2.921025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248932 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -29210260.000000 Penalty: 6164.639160
	Iteration 29Q: 3 clusters Score -2.921026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29210264.000000 Penalty: 6164.639160
	Iteration 30Q: 3 clusters Score -2.921026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29210264.000000 Penalty: 6164.639160
	Iteration 31Q: 3 clusters Score -2.921026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248947 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -29210282.000000 Penalty: 6164.639160
	Iteration 32Q: 3 clusters Score -2.921028e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248953 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29210320.000000 Penalty: 6164.639160
	Iteration 33Q: 3 clusters Score -2.921032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248950 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -29210318.000000 Penalty: 6164.639160
	Iteration 34Q: 3 clusters Score -2.921032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29210326.000000 Penalty: 6164.639160
	Iteration 35Q: 3 clusters Score -2.921033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248933 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29210338.000000 Penalty: 6164.639160
	Iteration 36Q: 3 clusters Score -2.921034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29210354.000000 Penalty: 6164.639160
	Iteration 37Q: 3 clusters Score -2.921035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248933 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29210348.000000 Penalty: 6164.639160
	Iteration 38Q: 3 clusters Score -2.921035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248933 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29210366.000000 Penalty: 6164.639160
	Iteration 39Q: 3 clusters Score -2.921037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -29210368.000000 Penalty: 6164.639160
	Iteration 40F: 3 clusters Score -2.921037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248933 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -29210390.000000 Penalty: 6164.639160
	Iteration 41Q: 3 clusters Score -2.921039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29210376.000000 Penalty: 6164.639160
	Iteration 42Q: 3 clusters Score -2.921038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248948 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -29210380.000000 Penalty: 6164.639160
	Iteration 43Q: 3 clusters Score -2.921038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248953 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29210404.000000 Penalty: 6164.639160
	Iteration 44Q: 3 clusters Score -2.92104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248952 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -29210420.000000 Penalty: 6164.639160
	Iteration 45Q: 3 clusters Score -2.921042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248960 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -29210440.000000 Penalty: 6164.639160
	Iteration 46Q: 3 clusters Score -2.921044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248959 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -29210416.000000 Penalty: 6164.639160
	Iteration 47Q: 3 clusters Score -2.921042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248960 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -29210422.000000 Penalty: 6164.639160
	Iteration 48Q: 3 clusters Score -2.921042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248966 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -29210442.000000 Penalty: 6164.639160
	Iteration 49Q: 3 clusters Score -2.921044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248964 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -29210456.000000 Penalty: 6164.639160
	Iteration 50Q: 3 clusters Score -2.921046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248964 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -29210438.000000 Penalty: 6164.639160
	Iteration 51Q: 3 clusters Score -2.921044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248958 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -29210422.000000 Penalty: 6164.639160
	Iteration 52Q: 3 clusters Score -2.921042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248955 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -29210410.000000 Penalty: 6164.639160
	Iteration 53Q: 3 clusters Score -2.921041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248953 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29210420.000000 Penalty: 6164.639160
	Iteration 54Q: 3 clusters Score -2.921042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248954 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -29210418.000000 Penalty: 6164.639160
	Iteration 55Q: 3 clusters Score -2.921042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248957 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -29210434.000000 Penalty: 6164.639160
	Iteration 56Q: 3 clusters Score -2.921043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248953 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -29210432.000000 Penalty: 6164.639160
	Iteration 57Q: 3 clusters Score -2.921043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248951 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -29210450.000000 Penalty: 6164.639160
	Iteration 58Q: 3 clusters Score -2.921045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248944 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -29210458.000000 Penalty: 6164.639160
	Iteration 59Q: 3 clusters Score -2.921046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248945 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -29210466.000000 Penalty: 6164.639160
	Iteration 60F: 3 clusters Score -2.921047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248942 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -29210448.000000 Penalty: 6164.639160
	Iteration 61Q: 3 clusters Score -2.921045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248941 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -29210470.000000 Penalty: 6164.639160
	Iteration 62Q: 3 clusters Score -2.921047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248940 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -29210450.000000 Penalty: 6164.639160
	Iteration 63Q: 3 clusters Score -2.921045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248939 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -29210444.000000 Penalty: 6164.639160
	Iteration 64Q: 3 clusters Score -2.921044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248938 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29210444.000000 Penalty: 6164.639160
	Iteration 65Q: 3 clusters Score -2.921044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248938 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -29210444.000000 Penalty: 6164.639160
	Iteration 66F: 3 clusters Score -2.921044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -92095.765625 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -92095.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90303.914062 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -90303.91 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -90593.835938 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -90593.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90691.664062 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -90691.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -90759.843750 Penalty: 3349.125977
	Iteration 3Q: 3 clusters Score -90759.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90829.757812 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -90829.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -90892.109375 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -90892.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -90989.210938 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -90989.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -91149.132812 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -91149.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91310.500000 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -91310.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91452.773438 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -91452.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -91510.671875 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -91510.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91579.515625 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -91579.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91616.507812 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -91616.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91639.945312 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -91639.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -91659.820312 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -91659.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -91685.562500 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -91685.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91727.062500 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -91727.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91778.257812 Penalty: 3349.125977
	Iteration 17Q: 3 clusters Score -91778.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91840.789062 Penalty: 3349.125977
	Iteration 18Q: 3 clusters Score -91840.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -91922.945312 Penalty: 3349.125977
	Iteration 19Q: 3 clusters Score -91922.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -92042.375000 Penalty: 3349.125977
	Iteration 20F: 3 clusters Score -92042.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -92194.250000 Penalty: 3349.125977
	Iteration 21Q: 3 clusters Score -92194.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -92305.351562 Penalty: 3349.125977
	Iteration 22Q: 3 clusters Score -92305.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92308.343750 Penalty: 3349.125977
	Iteration 23Q: 3 clusters Score -92308.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -92308.343750 Penalty: 3349.125977
	Iteration 24F: 3 clusters Score -92308.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174331 members 
Mstep: Class 4 contains 96693 members 
Mstep: Class 5 contains 22396 members 
Mstep: Class 6 contains 249873 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 244737 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 60870 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 14 contains 41528 members 
Mstep: Class 15 contains 33904 members 
Mstep: Class 16 contains 184938 members 
Mstep: Class 17 contains 11458 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 122355 members 
Mstep: Class 20 contains 30438 members 
Mstep: Class 21 contains 34005 members 
Mstep: Class 22 contains 18473 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 130884 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 23007 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 46858 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 11370 members 
Mstep: Class 32 contains 100590 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10372 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41615 members 
Mstep: Class 38 contains 22172 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57593 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 402 members 
Entering Unmasked Estep 
Score: -225986896.000000 Penalty: 158390.203125
Splitting cluster 7 changes total score from -225988480.000000 to -225986896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Entering Unmasked Estep 
Score: -1015062.937500 Penalty: 2265.979980
	Iteration 0F: 2 clusters Score -1015063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1007865.187500 Penalty: 4531.959961
	Iteration 0F: 3 clusters Score -1007865 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1009963.687500 Penalty: 4531.959961
	Iteration 1F: 3 clusters Score -1009964 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1010283.875000 Penalty: 4531.959961
	Iteration 2F: 3 clusters Score -1010284 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1010502.687500 Penalty: 4531.959961
	Iteration 3F: 3 clusters Score -1010503 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1010661.625000 Penalty: 4531.959961
	Iteration 4Q: 3 clusters Score -1010662 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1010768.937500 Penalty: 4531.959961
	Iteration 5Q: 3 clusters Score -1010769 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1010878.187500 Penalty: 4531.959961
	Iteration 6Q: 3 clusters Score -1010878 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1010983.812500 Penalty: 4531.959961
	Iteration 7Q: 3 clusters Score -1010984 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1011084.562500 Penalty: 4531.959961
	Iteration 8Q: 3 clusters Score -1011085 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1011227.187500 Penalty: 4531.959961
	Iteration 9Q: 3 clusters Score -1011227 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1011404.187500 Penalty: 4531.959961
	Iteration 10Q: 3 clusters Score -1011404 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1011613.375000 Penalty: 4531.959961
	Iteration 11Q: 3 clusters Score -1011613 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1011866.625000 Penalty: 4531.959961
	Iteration 12Q: 3 clusters Score -1011867 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1012151.875000 Penalty: 4531.959961
	Iteration 13Q: 3 clusters Score -1012152 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1012471.312500 Penalty: 4531.959961
	Iteration 14Q: 3 clusters Score -1012471 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1012769.750000 Penalty: 4531.959961
	Iteration 15Q: 3 clusters Score -1012770 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1013037.312500 Penalty: 4531.959961
	Iteration 16Q: 3 clusters Score -1013037 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1013224.250000 Penalty: 4531.959961
	Iteration 17Q: 3 clusters Score -1013224 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1013321.250000 Penalty: 4531.959961
	Iteration 18Q: 3 clusters Score -1013321 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1013379.812500 Penalty: 4531.959961
	Iteration 19Q: 3 clusters Score -1013380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1013421.937500 Penalty: 4531.959961
	Iteration 20F: 3 clusters Score -1013422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1013445.500000 Penalty: 4531.959961
	Iteration 21Q: 3 clusters Score -1013446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1013468.125000 Penalty: 4531.959961
	Iteration 22Q: 3 clusters Score -1013468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1013491.625000 Penalty: 4531.959961
	Iteration 23Q: 3 clusters Score -1013492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1013506.687500 Penalty: 4531.959961
	Iteration 24Q: 3 clusters Score -1013507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1013518.000000 Penalty: 4531.959961
	Iteration 25Q: 3 clusters Score -1013518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1013522.437500 Penalty: 4531.959961
	Iteration 26Q: 3 clusters Score -1013522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1013524.125000 Penalty: 4531.959961
	Iteration 27Q: 3 clusters Score -1013524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1013526.000000 Penalty: 4531.959961
	Iteration 28Q: 3 clusters Score -1013526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1013528.125000 Penalty: 4531.959961
	Iteration 29Q: 3 clusters Score -1013528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1013528.500000 Penalty: 4531.959961
	Iteration 30Q: 3 clusters Score -1013528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1013528.750000 Penalty: 4531.959961
	Iteration 31Q: 3 clusters Score -1013529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1013528.750000 Penalty: 4531.959961
	Iteration 32F: 3 clusters Score -1013529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (244737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244737 members 
Entering Unmasked Estep 
Score: -28567720.000000 Penalty: 3077.169189
	Iteration 0F: 2 clusters Score -2.856772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 122009 members 
Entering Unmasked Estep 
Score: -28423418.000000 Penalty: 6154.338379
	Iteration 0F: 3 clusters Score -2.842342e+07 nChanged 118090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130642 members 
Mstep: Class 2 contains 114095 members 
Entering Unmasked Estep 
Score: -28494798.000000 Penalty: 6154.338379
	Iteration 1F: 3 clusters Score -2.84948e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136097 members 
Mstep: Class 2 contains 108640 members 
Entering Unmasked Estep 
Score: -28497306.000000 Penalty: 6154.338379
	Iteration 2Q: 3 clusters Score -2.849731e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144448 members 
Mstep: Class 2 contains 100289 members 
Entering Unmasked Estep 
Score: -28501118.000000 Penalty: 6154.338379
	Iteration 3Q: 3 clusters Score -2.850112e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -28508562.000000 Penalty: 6154.338379
	Iteration 4F: 3 clusters Score -2.850856e+07 nChanged 17691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173887 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -28518542.000000 Penalty: 6154.338379
	Iteration 5F: 3 clusters Score -2.851854e+07 nChanged 20271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193848 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -28530382.000000 Penalty: 6154.338379
	Iteration 6F: 3 clusters Score -2.853038e+07 nChanged 19803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213559 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -28543070.000000 Penalty: 6154.338379
	Iteration 7F: 3 clusters Score -2.854307e+07 nChanged 15242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228775 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -28553168.000000 Penalty: 6154.338379
	Iteration 8F: 3 clusters Score -2.855317e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237805 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -28559604.000000 Penalty: 6154.338379
	Iteration 9Q: 3 clusters Score -2.85596e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241920 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -28562920.000000 Penalty: 6154.338379
	Iteration 10Q: 3 clusters Score -2.856292e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243417 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -28564234.000000 Penalty: 6154.338379
	Iteration 11Q: 3 clusters Score -2.856423e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243933 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -28564732.000000 Penalty: 6154.338379
	Iteration 12Q: 3 clusters Score -2.856473e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244107 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -28564934.000000 Penalty: 6154.338379
	Iteration 13Q: 3 clusters Score -2.856493e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244182 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -28565028.000000 Penalty: 6154.338379
	Iteration 14Q: 3 clusters Score -2.856503e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244200 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -28565086.000000 Penalty: 6154.338379
	Iteration 15Q: 3 clusters Score -2.856509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244209 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -28565134.000000 Penalty: 6154.338379
	Iteration 16Q: 3 clusters Score -2.856513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244218 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -28565148.000000 Penalty: 6154.338379
	Iteration 17Q: 3 clusters Score -2.856515e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244220 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -28565168.000000 Penalty: 6154.338379
	Iteration 18Q: 3 clusters Score -2.856517e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244229 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -28565192.000000 Penalty: 6154.338379
	Iteration 19Q: 3 clusters Score -2.856519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244232 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -28565200.000000 Penalty: 6154.338379
	Iteration 20F: 3 clusters Score -2.85652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244230 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -28565190.000000 Penalty: 6154.338379
	Iteration 21Q: 3 clusters Score -2.856519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28565184.000000 Penalty: 6154.338379
	Iteration 22Q: 3 clusters Score -2.856518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28565198.000000 Penalty: 6154.338379
	Iteration 23Q: 3 clusters Score -2.85652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244229 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -28565184.000000 Penalty: 6154.338379
	Iteration 24Q: 3 clusters Score -2.856518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244230 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -28565192.000000 Penalty: 6154.338379
	Iteration 25Q: 3 clusters Score -2.856519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244229 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -28565200.000000 Penalty: 6154.338379
	Iteration 26Q: 3 clusters Score -2.85652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28565206.000000 Penalty: 6154.338379
	Iteration 27Q: 3 clusters Score -2.856521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28565204.000000 Penalty: 6154.338379
	Iteration 28Q: 3 clusters Score -2.85652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28565216.000000 Penalty: 6154.338379
	Iteration 29Q: 3 clusters Score -2.856522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244227 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -28565216.000000 Penalty: 6154.338379
	Iteration 30F: 3 clusters Score -2.856522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Entering Unmasked Estep 
Score: -1853844.625000 Penalty: 2395.160889
	Iteration 0F: 2 clusters Score -1853845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1842701.875000 Penalty: 4790.321777
	Iteration 0F: 3 clusters Score -1842702 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1846381.250000 Penalty: 4790.321777
	Iteration 1F: 3 clusters Score -1846381 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1846836.500000 Penalty: 4790.321777
	Iteration 2F: 3 clusters Score -1846836 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1847259.875000 Penalty: 4790.321777
	Iteration 3F: 3 clusters Score -1847260 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1847693.500000 Penalty: 4790.321777
	Iteration 4F: 3 clusters Score -1847694 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1848154.625000 Penalty: 4790.321777
	Iteration 5F: 3 clusters Score -1848155 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1848645.500000 Penalty: 4790.321777
	Iteration 6F: 3 clusters Score -1848646 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1849101.500000 Penalty: 4790.321777
	Iteration 7F: 3 clusters Score -1849102 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1849557.625000 Penalty: 4790.321777
	Iteration 8Q: 3 clusters Score -1849558 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1849946.625000 Penalty: 4790.321777
	Iteration 9Q: 3 clusters Score -1849947 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1850276.750000 Penalty: 4790.321777
	Iteration 10Q: 3 clusters Score -1850277 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1850569.250000 Penalty: 4790.321777
	Iteration 11Q: 3 clusters Score -1850569 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1850784.375000 Penalty: 4790.321777
	Iteration 12Q: 3 clusters Score -1850784 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1850941.500000 Penalty: 4790.321777
	Iteration 13Q: 3 clusters Score -1850942 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1851084.750000 Penalty: 4790.321777
	Iteration 14Q: 3 clusters Score -1851085 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1851194.000000 Penalty: 4790.321777
	Iteration 15Q: 3 clusters Score -1851194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1851291.500000 Penalty: 4790.321777
	Iteration 16Q: 3 clusters Score -1851292 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1851378.375000 Penalty: 4790.321777
	Iteration 17Q: 3 clusters Score -1851378 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1851456.750000 Penalty: 4790.321777
	Iteration 18Q: 3 clusters Score -1851457 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1851528.750000 Penalty: 4790.321777
	Iteration 19Q: 3 clusters Score -1851529 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1851590.750000 Penalty: 4790.321777
	Iteration 20F: 3 clusters Score -1851591 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1851639.625000 Penalty: 4790.321777
	Iteration 21Q: 3 clusters Score -1851640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1851694.500000 Penalty: 4790.321777
	Iteration 22Q: 3 clusters Score -1851694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1851722.875000 Penalty: 4790.321777
	Iteration 23Q: 3 clusters Score -1851723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1851758.125000 Penalty: 4790.321777
	Iteration 24Q: 3 clusters Score -1851758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1851793.625000 Penalty: 4790.321777
	Iteration 25Q: 3 clusters Score -1851794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1851824.000000 Penalty: 4790.321777
	Iteration 26Q: 3 clusters Score -1851824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1851844.000000 Penalty: 4790.321777
	Iteration 27Q: 3 clusters Score -1851844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1851860.125000 Penalty: 4790.321777
	Iteration 28Q: 3 clusters Score -1851860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1851868.125000 Penalty: 4790.321777
	Iteration 29Q: 3 clusters Score -1851868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1851878.750000 Penalty: 4790.321777
	Iteration 30Q: 3 clusters Score -1851879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1851892.375000 Penalty: 4790.321777
	Iteration 31Q: 3 clusters Score -1851892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1851905.750000 Penalty: 4790.321777
	Iteration 32Q: 3 clusters Score -1851906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1851916.375000 Penalty: 4790.321777
	Iteration 33Q: 3 clusters Score -1851916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1851928.375000 Penalty: 4790.321777
	Iteration 34Q: 3 clusters Score -1851928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1851934.000000 Penalty: 4790.321777
	Iteration 35Q: 3 clusters Score -1851934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1851933.000000 Penalty: 4790.321777
	Iteration 36Q: 3 clusters Score -1851933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1851938.625000 Penalty: 4790.321777
	Iteration 37Q: 3 clusters Score -1851939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1851939.625000 Penalty: 4790.321777
	Iteration 38Q: 3 clusters Score -1851940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1851944.500000 Penalty: 4790.321777
	Iteration 39Q: 3 clusters Score -1851944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1851945.250000 Penalty: 4790.321777
	Iteration 40F: 3 clusters Score -1851945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1851944.375000 Penalty: 4790.321777
	Iteration 41Q: 3 clusters Score -1851944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1851945.500000 Penalty: 4790.321777
	Iteration 42Q: 3 clusters Score -1851946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1851944.625000 Penalty: 4790.321777
	Iteration 43Q: 3 clusters Score -1851945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1851946.125000 Penalty: 4790.321777
	Iteration 44Q: 3 clusters Score -1851946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1851946.750000 Penalty: 4790.321777
	Iteration 45Q: 3 clusters Score -1851947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1851946.750000 Penalty: 4790.321777
	Iteration 46Q: 3 clusters Score -1851947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1851948.750000 Penalty: 4790.321777
	Iteration 47Q: 3 clusters Score -1851949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1851947.500000 Penalty: 4790.321777
	Iteration 48Q: 3 clusters Score -1851948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1851947.500000 Penalty: 4790.321777
	Iteration 49F: 3 clusters Score -1851948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Entering Unmasked Estep 
Score: -7051059.000000 Penalty: 2732.090820
	Iteration 0F: 2 clusters Score -7051059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -7010108.000000 Penalty: 5464.181641
	Iteration 0F: 3 clusters Score -7010108 nChanged 28498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -7026151.000000 Penalty: 5464.181641
	Iteration 1F: 3 clusters Score -7026151 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -7027048.000000 Penalty: 5464.181641
	Iteration 2Q: 3 clusters Score -7027048 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -7028199.000000 Penalty: 5464.181641
	Iteration 3Q: 3 clusters Score -7028199 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -7029822.000000 Penalty: 5464.181641
	Iteration 4F: 3 clusters Score -7029822 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -7032218.000000 Penalty: 5464.181641
	Iteration 5F: 3 clusters Score -7032218 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -7034904.000000 Penalty: 5464.181641
	Iteration 6F: 3 clusters Score -7034904 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -7037190.500000 Penalty: 5464.181641
	Iteration 7F: 3 clusters Score -7037190 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -7038782.000000 Penalty: 5464.181641
	Iteration 8F: 3 clusters Score -7038782 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -7039819.000000 Penalty: 5464.181641
	Iteration 9Q: 3 clusters Score -7039819 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -7040335.000000 Penalty: 5464.181641
	Iteration 10Q: 3 clusters Score -7040335 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -7040558.000000 Penalty: 5464.181641
	Iteration 11Q: 3 clusters Score -7040558 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -7040707.000000 Penalty: 5464.181641
	Iteration 12Q: 3 clusters Score -7040707 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -7040823.000000 Penalty: 5464.181641
	Iteration 13Q: 3 clusters Score -7040823 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -7040883.000000 Penalty: 5464.181641
	Iteration 14Q: 3 clusters Score -7040883 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -7040910.500000 Penalty: 5464.181641
	Iteration 15Q: 3 clusters Score -7040910 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7040990.500000 Penalty: 5464.181641
	Iteration 16Q: 3 clusters Score -7040990 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -7041082.000000 Penalty: 5464.181641
	Iteration 17Q: 3 clusters Score -7041082 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -7041132.000000 Penalty: 5464.181641
	Iteration 18Q: 3 clusters Score -7041132 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -7041233.000000 Penalty: 5464.181641
	Iteration 19Q: 3 clusters Score -7041233 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -7041330.500000 Penalty: 5464.181641
	Iteration 20F: 3 clusters Score -7041330 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7041435.500000 Penalty: 5464.181641
	Iteration 21Q: 3 clusters Score -7041436 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -7041635.000000 Penalty: 5464.181641
	Iteration 22Q: 3 clusters Score -7041635 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -7041904.500000 Penalty: 5464.181641
	Iteration 23Q: 3 clusters Score -7041904 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7042193.000000 Penalty: 5464.181641
	Iteration 24Q: 3 clusters Score -7042193 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -7042506.500000 Penalty: 5464.181641
	Iteration 25Q: 3 clusters Score -7042506 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -7042956.500000 Penalty: 5464.181641
	Iteration 26Q: 3 clusters Score -7042956 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -7043429.500000 Penalty: 5464.181641
	Iteration 27Q: 3 clusters Score -7043430 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -7043951.000000 Penalty: 5464.181641
	Iteration 28Q: 3 clusters Score -7043951 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -7044506.000000 Penalty: 5464.181641
	Iteration 29Q: 3 clusters Score -7044506 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -7045134.500000 Penalty: 5464.181641
	Iteration 30Q: 3 clusters Score -7045134 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -7045826.500000 Penalty: 5464.181641
	Iteration 31Q: 3 clusters Score -7045826 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -7046439.000000 Penalty: 5464.181641
	Iteration 32Q: 3 clusters Score -7046439 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 53406 members 
Entering Unmasked Estep 
Score: -7046961.500000 Penalty: 5464.181641
	Iteration 33Q: 3 clusters Score -7046962 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -7047421.000000 Penalty: 5464.181641
	Iteration 34Q: 3 clusters Score -7047421 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -7047724.500000 Penalty: 5464.181641
	Iteration 35Q: 3 clusters Score -7047724 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -7047975.000000 Penalty: 5464.181641
	Iteration 36Q: 3 clusters Score -7047975 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7048213.000000 Penalty: 5464.181641
	Iteration 37Q: 3 clusters Score -7048213 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -7048366.500000 Penalty: 5464.181641
	Iteration 38Q: 3 clusters Score -7048366 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7048493.000000 Penalty: 5464.181641
	Iteration 39Q: 3 clusters Score -7048493 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 57850 members 
Entering Unmasked Estep 
Score: -7048584.000000 Penalty: 5464.181641
	Iteration 40F: 3 clusters Score -7048584 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -7048664.000000 Penalty: 5464.181641
	Iteration 41Q: 3 clusters Score -7048664 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7048708.000000 Penalty: 5464.181641
	Iteration 42Q: 3 clusters Score -7048708 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -7048765.500000 Penalty: 5464.181641
	Iteration 43Q: 3 clusters Score -7048766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -7048820.000000 Penalty: 5464.181641
	Iteration 44Q: 3 clusters Score -7048820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -7048861.500000 Penalty: 5464.181641
	Iteration 45Q: 3 clusters Score -7048862 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -7048883.000000 Penalty: 5464.181641
	Iteration 46Q: 3 clusters Score -7048883 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -7048916.500000 Penalty: 5464.181641
	Iteration 47Q: 3 clusters Score -7048916 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -7048948.500000 Penalty: 5464.181641
	Iteration 48Q: 3 clusters Score -7048948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 58975 members 
Entering Unmasked Estep 
Score: -7048960.000000 Penalty: 5464.181641
	Iteration 49Q: 3 clusters Score -7048960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -7048992.500000 Penalty: 5464.181641
	Iteration 50Q: 3 clusters Score -7048992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -7049010.500000 Penalty: 5464.181641
	Iteration 51Q: 3 clusters Score -7049010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -7049031.000000 Penalty: 5464.181641
	Iteration 52Q: 3 clusters Score -7049031 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 59152 members 
Entering Unmasked Estep 
Score: -7049043.500000 Penalty: 5464.181641
	Iteration 53Q: 3 clusters Score -7049044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -7049068.500000 Penalty: 5464.181641
	Iteration 54Q: 3 clusters Score -7049068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -7049078.500000 Penalty: 5464.181641
	Iteration 55Q: 3 clusters Score -7049078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -7049086.000000 Penalty: 5464.181641
	Iteration 56Q: 3 clusters Score -7049086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -7049079.000000 Penalty: 5464.181641
	Iteration 57Q: 3 clusters Score -7049079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -7049094.500000 Penalty: 5464.181641
	Iteration 58Q: 3 clusters Score -7049094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -7049091.000000 Penalty: 5464.181641
	Iteration 59Q: 3 clusters Score -7049091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -7049100.000000 Penalty: 5464.181641
	Iteration 60F: 3 clusters Score -7049100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -7049098.000000 Penalty: 5464.181641
	Iteration 61Q: 3 clusters Score -7049098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -7049112.500000 Penalty: 5464.181641
	Iteration 62Q: 3 clusters Score -7049112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7049130.000000 Penalty: 5464.181641
	Iteration 63Q: 3 clusters Score -7049130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -7049133.500000 Penalty: 5464.181641
	Iteration 64Q: 3 clusters Score -7049134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -7049135.000000 Penalty: 5464.181641
	Iteration 65Q: 3 clusters Score -7049135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -7049141.000000 Penalty: 5464.181641
	Iteration 66Q: 3 clusters Score -7049141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -7049138.500000 Penalty: 5464.181641
	Iteration 67Q: 3 clusters Score -7049138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -7049145.000000 Penalty: 5464.181641
	Iteration 68Q: 3 clusters Score -7049145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -7049141.500000 Penalty: 5464.181641
	Iteration 69Q: 3 clusters Score -7049142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -7049138.000000 Penalty: 5464.181641
	Iteration 70Q: 3 clusters Score -7049138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -7049143.000000 Penalty: 5464.181641
	Iteration 71Q: 3 clusters Score -7049143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -7049140.500000 Penalty: 5464.181641
	Iteration 72Q: 3 clusters Score -7049140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -7049143.500000 Penalty: 5464.181641
	Iteration 73Q: 3 clusters Score -7049144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -7049144.000000 Penalty: 5464.181641
	Iteration 74Q: 3 clusters Score -7049144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -7049148.500000 Penalty: 5464.181641
	Iteration 75Q: 3 clusters Score -7049148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -7049152.000000 Penalty: 5464.181641
	Iteration 76Q: 3 clusters Score -7049152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -7049151.000000 Penalty: 5464.181641
	Iteration 77Q: 3 clusters Score -7049151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 59395 members 
Entering Unmasked Estep 
Score: -7049151.000000 Penalty: 5464.181641
	Iteration 78F: 3 clusters Score -7049151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Entering Unmasked Estep 
Score: -4497182.000000 Penalty: 2640.236572
	Iteration 0F: 2 clusters Score -4497182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -4468852.000000 Penalty: 5280.473145
	Iteration 0F: 3 clusters Score -4468852 nChanged 19266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4480150.500000 Penalty: 5280.473145
	Iteration 1F: 3 clusters Score -4480150 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4481485.500000 Penalty: 5280.473145
	Iteration 2F: 3 clusters Score -4481486 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -4482869.000000 Penalty: 5280.473145
	Iteration 3F: 3 clusters Score -4482869 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4484244.500000 Penalty: 5280.473145
	Iteration 4F: 3 clusters Score -4484244 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -4485465.000000 Penalty: 5280.473145
	Iteration 5F: 3 clusters Score -4485465 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -4486431.000000 Penalty: 5280.473145
	Iteration 6F: 3 clusters Score -4486431 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4487190.500000 Penalty: 5280.473145
	Iteration 7Q: 3 clusters Score -4487190 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -4487866.500000 Penalty: 5280.473145
	Iteration 8Q: 3 clusters Score -4487866 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4488554.500000 Penalty: 5280.473145
	Iteration 9Q: 3 clusters Score -4488554 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4489242.000000 Penalty: 5280.473145
	Iteration 10Q: 3 clusters Score -4489242 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -4489943.500000 Penalty: 5280.473145
	Iteration 11Q: 3 clusters Score -4489944 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4490784.000000 Penalty: 5280.473145
	Iteration 12Q: 3 clusters Score -4490784 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -4491665.500000 Penalty: 5280.473145
	Iteration 13Q: 3 clusters Score -4491666 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4492482.000000 Penalty: 5280.473145
	Iteration 14Q: 3 clusters Score -4492482 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4493231.000000 Penalty: 5280.473145
	Iteration 15Q: 3 clusters Score -4493231 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -4493836.500000 Penalty: 5280.473145
	Iteration 16Q: 3 clusters Score -4493836 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4494278.000000 Penalty: 5280.473145
	Iteration 17Q: 3 clusters Score -4494278 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -4494589.000000 Penalty: 5280.473145
	Iteration 18Q: 3 clusters Score -4494589 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4494847.000000 Penalty: 5280.473145
	Iteration 19Q: 3 clusters Score -4494847 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -4495022.500000 Penalty: 5280.473145
	Iteration 20F: 3 clusters Score -4495022 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -4495140.000000 Penalty: 5280.473145
	Iteration 21Q: 3 clusters Score -4495140 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4495212.000000 Penalty: 5280.473145
	Iteration 22Q: 3 clusters Score -4495212 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -4495268.000000 Penalty: 5280.473145
	Iteration 23Q: 3 clusters Score -4495268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4495317.000000 Penalty: 5280.473145
	Iteration 24Q: 3 clusters Score -4495317 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -4495350.500000 Penalty: 5280.473145
	Iteration 25Q: 3 clusters Score -4495350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -4495377.000000 Penalty: 5280.473145
	Iteration 26Q: 3 clusters Score -4495377 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4495411.000000 Penalty: 5280.473145
	Iteration 27Q: 3 clusters Score -4495411 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4495441.000000 Penalty: 5280.473145
	Iteration 28Q: 3 clusters Score -4495441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -4495467.500000 Penalty: 5280.473145
	Iteration 29Q: 3 clusters Score -4495468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -4495491.000000 Penalty: 5280.473145
	Iteration 30Q: 3 clusters Score -4495491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -4495514.000000 Penalty: 5280.473145
	Iteration 31Q: 3 clusters Score -4495514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -4495531.000000 Penalty: 5280.473145
	Iteration 32Q: 3 clusters Score -4495531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -4495539.000000 Penalty: 5280.473145
	Iteration 33Q: 3 clusters Score -4495539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -4495559.000000 Penalty: 5280.473145
	Iteration 34Q: 3 clusters Score -4495559 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4495571.500000 Penalty: 5280.473145
	Iteration 35Q: 3 clusters Score -4495572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4495574.000000 Penalty: 5280.473145
	Iteration 36Q: 3 clusters Score -4495574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -4495580.500000 Penalty: 5280.473145
	Iteration 37Q: 3 clusters Score -4495580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4495578.000000 Penalty: 5280.473145
	Iteration 38Q: 3 clusters Score -4495578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4495586.500000 Penalty: 5280.473145
	Iteration 39Q: 3 clusters Score -4495586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -4495594.000000 Penalty: 5280.473145
	Iteration 40F: 3 clusters Score -4495594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4495590.000000 Penalty: 5280.473145
	Iteration 41Q: 3 clusters Score -4495590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -4495586.500000 Penalty: 5280.473145
	Iteration 42Q: 3 clusters Score -4495586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4495589.000000 Penalty: 5280.473145
	Iteration 43Q: 3 clusters Score -4495589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4495588.500000 Penalty: 5280.473145
	Iteration 44Q: 3 clusters Score -4495588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4495588.500000 Penalty: 5280.473145
	Iteration 45F: 3 clusters Score -4495588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Entering Unmasked Estep 
Score: -3211388.250000 Penalty: 2532.211670
	Iteration 0F: 2 clusters Score -3211388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3192490.500000 Penalty: 5064.423340
	Iteration 0F: 3 clusters Score -3192490 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3199156.500000 Penalty: 5064.423340
	Iteration 1F: 3 clusters Score -3199156 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -3199679.500000 Penalty: 5064.423340
	Iteration 2F: 3 clusters Score -3199680 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3200191.500000 Penalty: 5064.423340
	Iteration 3Q: 3 clusters Score -3200192 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3200779.750000 Penalty: 5064.423340
	Iteration 4Q: 3 clusters Score -3200780 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3201462.750000 Penalty: 5064.423340
	Iteration 5Q: 3 clusters Score -3201463 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -3202329.000000 Penalty: 5064.423340
	Iteration 6F: 3 clusters Score -3202329 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3203381.750000 Penalty: 5064.423340
	Iteration 7F: 3 clusters Score -3203382 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3204622.250000 Penalty: 5064.423340
	Iteration 8F: 3 clusters Score -3204622 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3205925.750000 Penalty: 5064.423340
	Iteration 9F: 3 clusters Score -3205926 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3207108.250000 Penalty: 5064.423340
	Iteration 10F: 3 clusters Score -3207108 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3208003.250000 Penalty: 5064.423340
	Iteration 11Q: 3 clusters Score -3208003 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3208584.250000 Penalty: 5064.423340
	Iteration 12Q: 3 clusters Score -3208584 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3208903.250000 Penalty: 5064.423340
	Iteration 13Q: 3 clusters Score -3208903 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3209101.750000 Penalty: 5064.423340
	Iteration 14Q: 3 clusters Score -3209102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3209186.250000 Penalty: 5064.423340
	Iteration 15Q: 3 clusters Score -3209186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3209245.500000 Penalty: 5064.423340
	Iteration 16Q: 3 clusters Score -3209246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3209278.250000 Penalty: 5064.423340
	Iteration 17Q: 3 clusters Score -3209278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3209309.250000 Penalty: 5064.423340
	Iteration 18Q: 3 clusters Score -3209309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3209348.250000 Penalty: 5064.423340
	Iteration 19Q: 3 clusters Score -3209348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3209362.000000 Penalty: 5064.423340
	Iteration 20F: 3 clusters Score -3209362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3209371.750000 Penalty: 5064.423340
	Iteration 21Q: 3 clusters Score -3209372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3209380.250000 Penalty: 5064.423340
	Iteration 22Q: 3 clusters Score -3209380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3209390.000000 Penalty: 5064.423340
	Iteration 23Q: 3 clusters Score -3209390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3209387.500000 Penalty: 5064.423340
	Iteration 24Q: 3 clusters Score -3209388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3209390.500000 Penalty: 5064.423340
	Iteration 25Q: 3 clusters Score -3209390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3209391.750000 Penalty: 5064.423340
	Iteration 26Q: 3 clusters Score -3209392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3209389.750000 Penalty: 5064.423340
	Iteration 27Q: 3 clusters Score -3209390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3209389.500000 Penalty: 5064.423340
	Iteration 28Q: 3 clusters Score -3209390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3209392.250000 Penalty: 5064.423340
	Iteration 29Q: 3 clusters Score -3209392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3209389.500000 Penalty: 5064.423340
	Iteration 30Q: 3 clusters Score -3209390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3209395.250000 Penalty: 5064.423340
	Iteration 31Q: 3 clusters Score -3209395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3209395.250000 Penalty: 5064.423340
	Iteration 32F: 3 clusters Score -3209395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Entering Unmasked Estep 
Score: -4811858.000000 Penalty: 2637.262451
	Iteration 0F: 2 clusters Score -4811858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4783648.000000 Penalty: 5274.524902
	Iteration 0F: 3 clusters Score -4783648 nChanged 19098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4794393.000000 Penalty: 5274.524902
	Iteration 1F: 3 clusters Score -4794393 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4795100.000000 Penalty: 5274.524902
	Iteration 2Q: 3 clusters Score -4795100 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4795865.500000 Penalty: 5274.524902
	Iteration 3Q: 3 clusters Score -4795866 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4796911.500000 Penalty: 5274.524902
	Iteration 4F: 3 clusters Score -4796912 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4798200.000000 Penalty: 5274.524902
	Iteration 5F: 3 clusters Score -4798200 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4799682.500000 Penalty: 5274.524902
	Iteration 6F: 3 clusters Score -4799682 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4800997.500000 Penalty: 5274.524902
	Iteration 7F: 3 clusters Score -4800998 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4801953.500000 Penalty: 5274.524902
	Iteration 8F: 3 clusters Score -4801954 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -4802658.000000 Penalty: 5274.524902
	Iteration 9Q: 3 clusters Score -4802658 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -4803152.500000 Penalty: 5274.524902
	Iteration 10Q: 3 clusters Score -4803152 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4803561.500000 Penalty: 5274.524902
	Iteration 11Q: 3 clusters Score -4803562 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -4804044.500000 Penalty: 5274.524902
	Iteration 12Q: 3 clusters Score -4804044 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4804504.500000 Penalty: 5274.524902
	Iteration 13Q: 3 clusters Score -4804504 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -4804997.000000 Penalty: 5274.524902
	Iteration 14Q: 3 clusters Score -4804997 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -4805602.500000 Penalty: 5274.524902
	Iteration 15Q: 3 clusters Score -4805602 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4806225.000000 Penalty: 5274.524902
	Iteration 16Q: 3 clusters Score -4806225 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -4806854.500000 Penalty: 5274.524902
	Iteration 17Q: 3 clusters Score -4806854 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -4807493.500000 Penalty: 5274.524902
	Iteration 18Q: 3 clusters Score -4807494 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4808072.000000 Penalty: 5274.524902
	Iteration 19Q: 3 clusters Score -4808072 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -4808524.000000 Penalty: 5274.524902
	Iteration 20F: 3 clusters Score -4808524 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4808841.500000 Penalty: 5274.524902
	Iteration 21Q: 3 clusters Score -4808842 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -4809104.500000 Penalty: 5274.524902
	Iteration 22Q: 3 clusters Score -4809104 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4809270.000000 Penalty: 5274.524902
	Iteration 23Q: 3 clusters Score -4809270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4809357.500000 Penalty: 5274.524902
	Iteration 24Q: 3 clusters Score -4809358 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -4809458.000000 Penalty: 5274.524902
	Iteration 25Q: 3 clusters Score -4809458 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4809551.000000 Penalty: 5274.524902
	Iteration 26Q: 3 clusters Score -4809551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -4809602.000000 Penalty: 5274.524902
	Iteration 27Q: 3 clusters Score -4809602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -4809649.000000 Penalty: 5274.524902
	Iteration 28Q: 3 clusters Score -4809649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -4809683.500000 Penalty: 5274.524902
	Iteration 29Q: 3 clusters Score -4809684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4809693.000000 Penalty: 5274.524902
	Iteration 30Q: 3 clusters Score -4809693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -4809712.500000 Penalty: 5274.524902
	Iteration 31Q: 3 clusters Score -4809712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -4809718.000000 Penalty: 5274.524902
	Iteration 32Q: 3 clusters Score -4809718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -4809731.500000 Penalty: 5274.524902
	Iteration 33Q: 3 clusters Score -4809732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -4809737.500000 Penalty: 5274.524902
	Iteration 34Q: 3 clusters Score -4809738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4809743.000000 Penalty: 5274.524902
	Iteration 35Q: 3 clusters Score -4809743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -4809753.500000 Penalty: 5274.524902
	Iteration 36Q: 3 clusters Score -4809754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -4809760.000000 Penalty: 5274.524902
	Iteration 37Q: 3 clusters Score -4809760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4809758.500000 Penalty: 5274.524902
	Iteration 38Q: 3 clusters Score -4809758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -4809765.000000 Penalty: 5274.524902
	Iteration 39Q: 3 clusters Score -4809765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -4809766.000000 Penalty: 5274.524902
	Iteration 40F: 3 clusters Score -4809766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -4809767.500000 Penalty: 5274.524902
	Iteration 41Q: 3 clusters Score -4809768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -4809772.000000 Penalty: 5274.524902
	Iteration 42Q: 3 clusters Score -4809772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -4809772.000000 Penalty: 5274.524902
	Iteration 43F: 3 clusters Score -4809772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Entering Unmasked Estep 
Score: -3906525.500000 Penalty: 2586.959717
	Iteration 0F: 2 clusters Score -3906526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3883388.000000 Penalty: 5173.919434
	Iteration 0F: 3 clusters Score -3883388 nChanged 15344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3891925.750000 Penalty: 5173.919434
	Iteration 1F: 3 clusters Score -3891926 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3892467.250000 Penalty: 5173.919434
	Iteration 2Q: 3 clusters Score -3892467 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3893106.500000 Penalty: 5173.919434
	Iteration 3Q: 3 clusters Score -3893106 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3893831.750000 Penalty: 5173.919434
	Iteration 4Q: 3 clusters Score -3893832 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3894787.250000 Penalty: 5173.919434
	Iteration 5F: 3 clusters Score -3894787 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3895988.750000 Penalty: 5173.919434
	Iteration 6F: 3 clusters Score -3895989 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3897483.250000 Penalty: 5173.919434
	Iteration 7F: 3 clusters Score -3897483 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3899229.750000 Penalty: 5173.919434
	Iteration 8F: 3 clusters Score -3899230 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3900949.250000 Penalty: 5173.919434
	Iteration 9F: 3 clusters Score -3900949 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3902248.500000 Penalty: 5173.919434
	Iteration 10Q: 3 clusters Score -3902248 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3903222.750000 Penalty: 5173.919434
	Iteration 11Q: 3 clusters Score -3903223 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3903862.750000 Penalty: 5173.919434
	Iteration 12Q: 3 clusters Score -3903863 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3904189.250000 Penalty: 5173.919434
	Iteration 13Q: 3 clusters Score -3904189 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3904354.500000 Penalty: 5173.919434
	Iteration 14Q: 3 clusters Score -3904354 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3904440.500000 Penalty: 5173.919434
	Iteration 15Q: 3 clusters Score -3904440 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3904501.500000 Penalty: 5173.919434
	Iteration 16Q: 3 clusters Score -3904502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3904531.500000 Penalty: 5173.919434
	Iteration 17Q: 3 clusters Score -3904532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3904551.500000 Penalty: 5173.919434
	Iteration 18Q: 3 clusters Score -3904552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3904556.000000 Penalty: 5173.919434
	Iteration 19Q: 3 clusters Score -3904556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3904555.500000 Penalty: 5173.919434
	Iteration 20F: 3 clusters Score -3904556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3904556.000000 Penalty: 5173.919434
	Iteration 21Q: 3 clusters Score -3904556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3904566.500000 Penalty: 5173.919434
	Iteration 22Q: 3 clusters Score -3904566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3904569.250000 Penalty: 5173.919434
	Iteration 23Q: 3 clusters Score -3904569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3904572.000000 Penalty: 5173.919434
	Iteration 24Q: 3 clusters Score -3904572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3904579.250000 Penalty: 5173.919434
	Iteration 25Q: 3 clusters Score -3904579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3904578.000000 Penalty: 5173.919434
	Iteration 26Q: 3 clusters Score -3904578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3904575.750000 Penalty: 5173.919434
	Iteration 27Q: 3 clusters Score -3904576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3904575.000000 Penalty: 5173.919434
	Iteration 28Q: 3 clusters Score -3904575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3904579.250000 Penalty: 5173.919434
	Iteration 29Q: 3 clusters Score -3904579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3904581.750000 Penalty: 5173.919434
	Iteration 30Q: 3 clusters Score -3904582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3904581.500000 Penalty: 5173.919434
	Iteration 31Q: 3 clusters Score -3904582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3904592.000000 Penalty: 5173.919434
	Iteration 32Q: 3 clusters Score -3904592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3904600.000000 Penalty: 5173.919434
	Iteration 33Q: 3 clusters Score -3904600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3904600.000000 Penalty: 5173.919434
	Iteration 34Q: 3 clusters Score -3904600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3904604.000000 Penalty: 5173.919434
	Iteration 35Q: 3 clusters Score -3904604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3904606.750000 Penalty: 5173.919434
	Iteration 36Q: 3 clusters Score -3904607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3904615.250000 Penalty: 5173.919434
	Iteration 37Q: 3 clusters Score -3904615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3904612.750000 Penalty: 5173.919434
	Iteration 38Q: 3 clusters Score -3904613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3904614.500000 Penalty: 5173.919434
	Iteration 39Q: 3 clusters Score -3904614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3904612.750000 Penalty: 5173.919434
	Iteration 40F: 3 clusters Score -3904613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3904613.750000 Penalty: 5173.919434
	Iteration 41Q: 3 clusters Score -3904614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3904613.750000 Penalty: 5173.919434
	Iteration 42F: 3 clusters Score -3904614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184938 members 
Entering Unmasked Estep 
Score: -21784170.000000 Penalty: 3007.688477
	Iteration 0F: 2 clusters Score -2.178417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 92258 members 
Entering Unmasked Estep 
Score: -21665702.000000 Penalty: 6015.376953
	Iteration 0F: 3 clusters Score -2.16657e+07 nChanged 89134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -21718876.000000 Penalty: 6015.376953
	Iteration 1F: 3 clusters Score -2.171888e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -21720826.000000 Penalty: 6015.376953
	Iteration 2Q: 3 clusters Score -2.172083e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -21723614.000000 Penalty: 6015.376953
	Iteration 3Q: 3 clusters Score -2.172361e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -21727624.000000 Penalty: 6015.376953
	Iteration 4Q: 3 clusters Score -2.172762e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -21732588.000000 Penalty: 6015.376953
	Iteration 5Q: 3 clusters Score -2.173259e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -21739508.000000 Penalty: 6015.376953
	Iteration 6F: 3 clusters Score -2.173951e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114340 members 
Mstep: Class 2 contains 70598 members 
Entering Unmasked Estep 
Score: -21748128.000000 Penalty: 6015.376953
	Iteration 7F: 3 clusters Score -2.174813e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115689 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -21757656.000000 Penalty: 6015.376953
	Iteration 8F: 3 clusters Score -2.175766e+07 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115383 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -21765114.000000 Penalty: 6015.376953
	Iteration 9F: 3 clusters Score -2.176511e+07 nChanged 8078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -21768990.000000 Penalty: 6015.376953
	Iteration 10Q: 3 clusters Score -2.176899e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -21770778.000000 Penalty: 6015.376953
	Iteration 11Q: 3 clusters Score -2.177078e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113674 members 
Mstep: Class 2 contains 71264 members 
Entering Unmasked Estep 
Score: -21772098.000000 Penalty: 6015.376953
	Iteration 12Q: 3 clusters Score -2.17721e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113209 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -21773290.000000 Penalty: 6015.376953
	Iteration 13Q: 3 clusters Score -2.177329e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -21774454.000000 Penalty: 6015.376953
	Iteration 14Q: 3 clusters Score -2.177445e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 73003 members 
Entering Unmasked Estep 
Score: -21775710.000000 Penalty: 6015.376953
	Iteration 15Q: 3 clusters Score -2.177571e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 73658 members 
Entering Unmasked Estep 
Score: -21776644.000000 Penalty: 6015.376953
	Iteration 16Q: 3 clusters Score -2.177664e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110603 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -21777544.000000 Penalty: 6015.376953
	Iteration 17Q: 3 clusters Score -2.177754e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110049 members 
Mstep: Class 2 contains 74889 members 
Entering Unmasked Estep 
Score: -21778126.000000 Penalty: 6015.376953
	Iteration 18Q: 3 clusters Score -2.177813e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -21778588.000000 Penalty: 6015.376953
	Iteration 19Q: 3 clusters Score -2.177859e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -21779030.000000 Penalty: 6015.376953
	Iteration 20F: 3 clusters Score -2.177903e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -21779282.000000 Penalty: 6015.376953
	Iteration 21Q: 3 clusters Score -2.177928e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -21779342.000000 Penalty: 6015.376953
	Iteration 22Q: 3 clusters Score -2.177934e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108586 members 
Mstep: Class 2 contains 76352 members 
Entering Unmasked Estep 
Score: -21779418.000000 Penalty: 6015.376953
	Iteration 23Q: 3 clusters Score -2.177942e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 76527 members 
Entering Unmasked Estep 
Score: -21779448.000000 Penalty: 6015.376953
	Iteration 24Q: 3 clusters Score -2.177945e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108225 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -21779444.000000 Penalty: 6015.376953
	Iteration 25Q: 3 clusters Score -2.177944e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -21779434.000000 Penalty: 6015.376953
	Iteration 26Q: 3 clusters Score -2.177943e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -21779390.000000 Penalty: 6015.376953
	Iteration 27Q: 3 clusters Score -2.177939e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -21779388.000000 Penalty: 6015.376953
	Iteration 28Q: 3 clusters Score -2.177939e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -21779380.000000 Penalty: 6015.376953
	Iteration 29Q: 3 clusters Score -2.177938e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 77560 members 
Entering Unmasked Estep 
Score: -21779386.000000 Penalty: 6015.376953
	Iteration 30Q: 3 clusters Score -2.177939e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -21779422.000000 Penalty: 6015.376953
	Iteration 31Q: 3 clusters Score -2.177942e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107116 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -21779410.000000 Penalty: 6015.376953
	Iteration 32Q: 3 clusters Score -2.177941e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -21779392.000000 Penalty: 6015.376953
	Iteration 33Q: 3 clusters Score -2.177939e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -21779446.000000 Penalty: 6015.376953
	Iteration 34Q: 3 clusters Score -2.177945e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -21779460.000000 Penalty: 6015.376953
	Iteration 35Q: 3 clusters Score -2.177946e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106680 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -21779460.000000 Penalty: 6015.376953
	Iteration 36Q: 3 clusters Score -2.177946e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -21779468.000000 Penalty: 6015.376953
	Iteration 37Q: 3 clusters Score -2.177947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106475 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -21779440.000000 Penalty: 6015.376953
	Iteration 38Q: 3 clusters Score -2.177944e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106358 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -21779446.000000 Penalty: 6015.376953
	Iteration 39Q: 3 clusters Score -2.177945e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106240 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -21779452.000000 Penalty: 6015.376953
	Iteration 40F: 3 clusters Score -2.177945e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -21779494.000000 Penalty: 6015.376953
	Iteration 41Q: 3 clusters Score -2.177949e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -21779516.000000 Penalty: 6015.376953
	Iteration 42Q: 3 clusters Score -2.177952e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105819 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -21779518.000000 Penalty: 6015.376953
	Iteration 43Q: 3 clusters Score -2.177952e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 79267 members 
Entering Unmasked Estep 
Score: -21779568.000000 Penalty: 6015.376953
	Iteration 44Q: 3 clusters Score -2.177957e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -21779590.000000 Penalty: 6015.376953
	Iteration 45Q: 3 clusters Score -2.177959e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -21779590.000000 Penalty: 6015.376953
	Iteration 46Q: 3 clusters Score -2.177959e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -21779572.000000 Penalty: 6015.376953
	Iteration 47Q: 3 clusters Score -2.177957e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -21779616.000000 Penalty: 6015.376953
	Iteration 48Q: 3 clusters Score -2.177962e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -21779600.000000 Penalty: 6015.376953
	Iteration 49Q: 3 clusters Score -2.17796e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104888 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -21779654.000000 Penalty: 6015.376953
	Iteration 50Q: 3 clusters Score -2.177965e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
Score: -21779648.000000 Penalty: 6015.376953
	Iteration 51Q: 3 clusters Score -2.177965e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104678 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -21779672.000000 Penalty: 6015.376953
	Iteration 52Q: 3 clusters Score -2.177967e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104591 members 
Mstep: Class 2 contains 80347 members 
Entering Unmasked Estep 
Score: -21779718.000000 Penalty: 6015.376953
	Iteration 53Q: 3 clusters Score -2.177972e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -21779660.000000 Penalty: 6015.376953
	Iteration 54Q: 3 clusters Score -2.177966e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104426 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -21779682.000000 Penalty: 6015.376953
	Iteration 55Q: 3 clusters Score -2.177968e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 80594 members 
Entering Unmasked Estep 
Score: -21779668.000000 Penalty: 6015.376953
	Iteration 56Q: 3 clusters Score -2.177967e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104267 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -21779662.000000 Penalty: 6015.376953
	Iteration 57Q: 3 clusters Score -2.177966e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104183 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -21779708.000000 Penalty: 6015.376953
	Iteration 58Q: 3 clusters Score -2.177971e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104092 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -21779710.000000 Penalty: 6015.376953
	Iteration 59Q: 3 clusters Score -2.177971e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -21779732.000000 Penalty: 6015.376953
	Iteration 60F: 3 clusters Score -2.177973e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103924 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -21779726.000000 Penalty: 6015.376953
	Iteration 61Q: 3 clusters Score -2.177973e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -21779722.000000 Penalty: 6015.376953
	Iteration 62Q: 3 clusters Score -2.177972e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -21779726.000000 Penalty: 6015.376953
	Iteration 63Q: 3 clusters Score -2.177973e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -21779704.000000 Penalty: 6015.376953
	Iteration 64Q: 3 clusters Score -2.17797e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -21779708.000000 Penalty: 6015.376953
	Iteration 65Q: 3 clusters Score -2.177971e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103577 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -21779698.000000 Penalty: 6015.376953
	Iteration 66Q: 3 clusters Score -2.17797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -21779688.000000 Penalty: 6015.376953
	Iteration 67Q: 3 clusters Score -2.177969e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -21779680.000000 Penalty: 6015.376953
	Iteration 68Q: 3 clusters Score -2.177968e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103401 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -21779656.000000 Penalty: 6015.376953
	Iteration 69Q: 3 clusters Score -2.177966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103343 members 
Mstep: Class 2 contains 81595 members 
Entering Unmasked Estep 
Score: -21779664.000000 Penalty: 6015.376953
	Iteration 70Q: 3 clusters Score -2.177966e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -21779648.000000 Penalty: 6015.376953
	Iteration 71Q: 3 clusters Score -2.177965e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -21779640.000000 Penalty: 6015.376953
	Iteration 72Q: 3 clusters Score -2.177964e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103137 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -21779636.000000 Penalty: 6015.376953
	Iteration 73Q: 3 clusters Score -2.177964e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -21779658.000000 Penalty: 6015.376953
	Iteration 74Q: 3 clusters Score -2.177966e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -21779664.000000 Penalty: 6015.376953
	Iteration 75Q: 3 clusters Score -2.177966e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -21779636.000000 Penalty: 6015.376953
	Iteration 76Q: 3 clusters Score -2.177964e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102726 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -21779646.000000 Penalty: 6015.376953
	Iteration 77Q: 3 clusters Score -2.177965e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102611 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -21779684.000000 Penalty: 6015.376953
	Iteration 78Q: 3 clusters Score -2.177968e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -21779714.000000 Penalty: 6015.376953
	Iteration 79Q: 3 clusters Score -2.177971e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102340 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -21779700.000000 Penalty: 6015.376953
	Iteration 80F: 3 clusters Score -2.17797e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -21779674.000000 Penalty: 6015.376953
	Iteration 81Q: 3 clusters Score -2.177967e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 82883 members 
Entering Unmasked Estep 
Score: -21779682.000000 Penalty: 6015.376953
	Iteration 82Q: 3 clusters Score -2.177968e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -21779702.000000 Penalty: 6015.376953
	Iteration 83Q: 3 clusters Score -2.17797e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -21779714.000000 Penalty: 6015.376953
	Iteration 84Q: 3 clusters Score -2.177971e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -21779700.000000 Penalty: 6015.376953
	Iteration 85Q: 3 clusters Score -2.17797e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -21779698.000000 Penalty: 6015.376953
	Iteration 86Q: 3 clusters Score -2.17797e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101328 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -21779680.000000 Penalty: 6015.376953
	Iteration 87Q: 3 clusters Score -2.177968e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101188 members 
Mstep: Class 2 contains 83750 members 
Entering Unmasked Estep 
Score: -21779684.000000 Penalty: 6015.376953
	Iteration 88Q: 3 clusters Score -2.177968e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -21779694.000000 Penalty: 6015.376953
	Iteration 89Q: 3 clusters Score -2.177969e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 84047 members 
Entering Unmasked Estep 
Score: -21779662.000000 Penalty: 6015.376953
	Iteration 90Q: 3 clusters Score -2.177966e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -21779690.000000 Penalty: 6015.376953
	Iteration 91Q: 3 clusters Score -2.177969e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100636 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -21779710.000000 Penalty: 6015.376953
	Iteration 92Q: 3 clusters Score -2.177971e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100527 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -21779706.000000 Penalty: 6015.376953
	Iteration 93Q: 3 clusters Score -2.177971e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 84536 members 
Entering Unmasked Estep 
Score: -21779694.000000 Penalty: 6015.376953
	Iteration 94Q: 3 clusters Score -2.177969e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -21779650.000000 Penalty: 6015.376953
	Iteration 95Q: 3 clusters Score -2.177965e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -21779676.000000 Penalty: 6015.376953
	Iteration 96Q: 3 clusters Score -2.177968e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 84955 members 
Entering Unmasked Estep 
Score: -21779680.000000 Penalty: 6015.376953
	Iteration 97Q: 3 clusters Score -2.177968e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99833 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -21779720.000000 Penalty: 6015.376953
	Iteration 98Q: 3 clusters Score -2.177972e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99680 members 
Mstep: Class 2 contains 85258 members 
Entering Unmasked Estep 
Score: -21779702.000000 Penalty: 6015.376953
	Iteration 99Q: 3 clusters Score -2.17797e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99527 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -21779722.000000 Penalty: 6015.376953
	Iteration 100F: 3 clusters Score -2.177972e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -21779736.000000 Penalty: 6015.376953
	Iteration 101Q: 3 clusters Score -2.177974e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99223 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -21779764.000000 Penalty: 6015.376953
	Iteration 102Q: 3 clusters Score -2.177976e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 85873 members 
Entering Unmasked Estep 
Score: -21779724.000000 Penalty: 6015.376953
	Iteration 103Q: 3 clusters Score -2.177972e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -21779728.000000 Penalty: 6015.376953
	Iteration 104Q: 3 clusters Score -2.177973e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -21779712.000000 Penalty: 6015.376953
	Iteration 105Q: 3 clusters Score -2.177971e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -21779752.000000 Penalty: 6015.376953
	Iteration 106Q: 3 clusters Score -2.177975e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -21779780.000000 Penalty: 6015.376953
	Iteration 107Q: 3 clusters Score -2.177978e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98310 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -21779810.000000 Penalty: 6015.376953
	Iteration 108Q: 3 clusters Score -2.177981e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98162 members 
Mstep: Class 2 contains 86776 members 
Entering Unmasked Estep 
Score: -21779818.000000 Penalty: 6015.376953
	Iteration 109Q: 3 clusters Score -2.177982e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -21779804.000000 Penalty: 6015.376953
	Iteration 110Q: 3 clusters Score -2.17798e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 87089 members 
Entering Unmasked Estep 
Score: -21779848.000000 Penalty: 6015.376953
	Iteration 111Q: 3 clusters Score -2.177985e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 87274 members 
Entering Unmasked Estep 
Score: -21779862.000000 Penalty: 6015.376953
	Iteration 112Q: 3 clusters Score -2.177986e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 87488 members 
Entering Unmasked Estep 
Score: -21779856.000000 Penalty: 6015.376953
	Iteration 113Q: 3 clusters Score -2.177986e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 87663 members 
Entering Unmasked Estep 
Score: -21779858.000000 Penalty: 6015.376953
	Iteration 114Q: 3 clusters Score -2.177986e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -21779846.000000 Penalty: 6015.376953
	Iteration 115Q: 3 clusters Score -2.177985e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96867 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -21779828.000000 Penalty: 6015.376953
	Iteration 116Q: 3 clusters Score -2.177983e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96672 members 
Mstep: Class 2 contains 88266 members 
Entering Unmasked Estep 
Score: -21779842.000000 Penalty: 6015.376953
	Iteration 117Q: 3 clusters Score -2.177984e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -21779896.000000 Penalty: 6015.376953
	Iteration 118Q: 3 clusters Score -2.17799e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96279 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -21779894.000000 Penalty: 6015.376953
	Iteration 119Q: 3 clusters Score -2.177989e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -21779902.000000 Penalty: 6015.376953
	Iteration 120F: 3 clusters Score -2.17799e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -21779960.000000 Penalty: 6015.376953
	Iteration 121Q: 3 clusters Score -2.177996e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95686 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -21779986.000000 Penalty: 6015.376953
	Iteration 122Q: 3 clusters Score -2.177999e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -21780014.000000 Penalty: 6015.376953
	Iteration 123Q: 3 clusters Score -2.178001e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95269 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -21780006.000000 Penalty: 6015.376953
	Iteration 124Q: 3 clusters Score -2.178001e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -21780034.000000 Penalty: 6015.376953
	Iteration 125Q: 3 clusters Score -2.178003e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -21779988.000000 Penalty: 6015.376953
	Iteration 126Q: 3 clusters Score -2.177999e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -21780012.000000 Penalty: 6015.376953
	Iteration 127Q: 3 clusters Score -2.178001e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94276 members 
Mstep: Class 2 contains 90662 members 
Entering Unmasked Estep 
Score: -21780072.000000 Penalty: 6015.376953
	Iteration 128Q: 3 clusters Score -2.178007e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -21780084.000000 Penalty: 6015.376953
	Iteration 129Q: 3 clusters Score -2.178008e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -21780074.000000 Penalty: 6015.376953
	Iteration 130Q: 3 clusters Score -2.178007e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -21780088.000000 Penalty: 6015.376953
	Iteration 131Q: 3 clusters Score -2.178009e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -21780092.000000 Penalty: 6015.376953
	Iteration 132Q: 3 clusters Score -2.178009e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92968 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -21780082.000000 Penalty: 6015.376953
	Iteration 133Q: 3 clusters Score -2.178008e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -21780090.000000 Penalty: 6015.376953
	Iteration 134Q: 3 clusters Score -2.178009e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92431 members 
Mstep: Class 2 contains 92507 members 
Entering Unmasked Estep 
Score: -21780074.000000 Penalty: 6015.376953
	Iteration 135Q: 3 clusters Score -2.178007e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -21780048.000000 Penalty: 6015.376953
	Iteration 136Q: 3 clusters Score -2.178005e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -21780022.000000 Penalty: 6015.376953
	Iteration 137Q: 3 clusters Score -2.178002e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 93323 members 
Entering Unmasked Estep 
Score: -21780036.000000 Penalty: 6015.376953
	Iteration 138Q: 3 clusters Score -2.178004e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91348 members 
Mstep: Class 2 contains 93590 members 
Entering Unmasked Estep 
Score: -21780076.000000 Penalty: 6015.376953
	Iteration 139Q: 3 clusters Score -2.178008e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -21780070.000000 Penalty: 6015.376953
	Iteration 140F: 3 clusters Score -2.178007e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -21780160.000000 Penalty: 6015.376953
	Iteration 141Q: 3 clusters Score -2.178016e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -21780208.000000 Penalty: 6015.376953
	Iteration 142Q: 3 clusters Score -2.178021e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90225 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -21780220.000000 Penalty: 6015.376953
	Iteration 143Q: 3 clusters Score -2.178022e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -21780236.000000 Penalty: 6015.376953
	Iteration 144Q: 3 clusters Score -2.178024e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 95311 members 
Entering Unmasked Estep 
Score: -21780234.000000 Penalty: 6015.376953
	Iteration 145Q: 3 clusters Score -2.178023e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -21780230.000000 Penalty: 6015.376953
	Iteration 146Q: 3 clusters Score -2.178023e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -21780238.000000 Penalty: 6015.376953
	Iteration 147Q: 3 clusters Score -2.178024e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -21780232.000000 Penalty: 6015.376953
	Iteration 148Q: 3 clusters Score -2.178023e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 96504 members 
Entering Unmasked Estep 
Score: -21780244.000000 Penalty: 6015.376953
	Iteration 149Q: 3 clusters Score -2.178024e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -21780206.000000 Penalty: 6015.376953
	Iteration 150Q: 3 clusters Score -2.178021e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 97216 members 
Entering Unmasked Estep 
Score: -21780198.000000 Penalty: 6015.376953
	Iteration 151Q: 3 clusters Score -2.17802e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87346 members 
Mstep: Class 2 contains 97592 members 
Entering Unmasked Estep 
Score: -21780214.000000 Penalty: 6015.376953
	Iteration 152Q: 3 clusters Score -2.178021e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -21780240.000000 Penalty: 6015.376953
	Iteration 153Q: 3 clusters Score -2.178024e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -21780342.000000 Penalty: 6015.376953
	Iteration 154Q: 3 clusters Score -2.178034e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 98741 members 
Entering Unmasked Estep 
Score: -21780374.000000 Penalty: 6015.376953
	Iteration 155Q: 3 clusters Score -2.178037e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -21780394.000000 Penalty: 6015.376953
	Iteration 156Q: 3 clusters Score -2.178039e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 99483 members 
Entering Unmasked Estep 
Score: -21780452.000000 Penalty: 6015.376953
	Iteration 157Q: 3 clusters Score -2.178045e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -21780520.000000 Penalty: 6015.376953
	Iteration 158Q: 3 clusters Score -2.178052e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84767 members 
Mstep: Class 2 contains 100171 members 
Entering Unmasked Estep 
Score: -21780560.000000 Penalty: 6015.376953
	Iteration 159Q: 3 clusters Score -2.178056e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84459 members 
Mstep: Class 2 contains 100479 members 
Entering Unmasked Estep 
Score: -21780582.000000 Penalty: 6015.376953
	Iteration 160F: 3 clusters Score -2.178058e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -21780636.000000 Penalty: 6015.376953
	Iteration 161Q: 3 clusters Score -2.178064e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 101142 members 
Entering Unmasked Estep 
Score: -21780628.000000 Penalty: 6015.376953
	Iteration 162Q: 3 clusters Score -2.178063e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -21780612.000000 Penalty: 6015.376953
	Iteration 163Q: 3 clusters Score -2.178061e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 101817 members 
Entering Unmasked Estep 
Score: -21780704.000000 Penalty: 6015.376953
	Iteration 164Q: 3 clusters Score -2.17807e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -21780770.000000 Penalty: 6015.376953
	Iteration 165Q: 3 clusters Score -2.178077e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 102556 members 
Entering Unmasked Estep 
Score: -21780794.000000 Penalty: 6015.376953
	Iteration 166Q: 3 clusters Score -2.178079e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 102947 members 
Entering Unmasked Estep 
Score: -21780882.000000 Penalty: 6015.376953
	Iteration 167Q: 3 clusters Score -2.178088e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81619 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -21780860.000000 Penalty: 6015.376953
	Iteration 168Q: 3 clusters Score -2.178086e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 103708 members 
Entering Unmasked Estep 
Score: -21780934.000000 Penalty: 6015.376953
	Iteration 169Q: 3 clusters Score -2.178093e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -21780946.000000 Penalty: 6015.376953
	Iteration 170Q: 3 clusters Score -2.178095e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -21780934.000000 Penalty: 6015.376953
	Iteration 171Q: 3 clusters Score -2.178093e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -21780940.000000 Penalty: 6015.376953
	Iteration 172Q: 3 clusters Score -2.178094e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -21780942.000000 Penalty: 6015.376953
	Iteration 173Q: 3 clusters Score -2.178094e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 105426 members 
Entering Unmasked Estep 
Score: -21780950.000000 Penalty: 6015.376953
	Iteration 174Q: 3 clusters Score -2.178095e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -21780978.000000 Penalty: 6015.376953
	Iteration 175Q: 3 clusters Score -2.178098e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78795 members 
Mstep: Class 2 contains 106143 members 
Entering Unmasked Estep 
Score: -21780950.000000 Penalty: 6015.376953
	Iteration 176Q: 3 clusters Score -2.178095e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 106524 members 
Entering Unmasked Estep 
Score: -21780966.000000 Penalty: 6015.376953
	Iteration 177Q: 3 clusters Score -2.178097e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -21780990.000000 Penalty: 6015.376953
	Iteration 178Q: 3 clusters Score -2.178099e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -21781042.000000 Penalty: 6015.376953
	Iteration 179Q: 3 clusters Score -2.178104e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 107754 members 
Entering Unmasked Estep 
Score: -21781080.000000 Penalty: 6015.376953
	Iteration 180F: 3 clusters Score -2.178108e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -21781082.000000 Penalty: 6015.376953
	Iteration 181Q: 3 clusters Score -2.178108e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76251 members 
Mstep: Class 2 contains 108687 members 
Entering Unmasked Estep 
Score: -21781070.000000 Penalty: 6015.376953
	Iteration 182Q: 3 clusters Score -2.178107e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 109160 members 
Entering Unmasked Estep 
Score: -21781100.000000 Penalty: 6015.376953
	Iteration 183Q: 3 clusters Score -2.17811e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -21781076.000000 Penalty: 6015.376953
	Iteration 184Q: 3 clusters Score -2.178108e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -21781102.000000 Penalty: 6015.376953
	Iteration 185Q: 3 clusters Score -2.17811e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -21781118.000000 Penalty: 6015.376953
	Iteration 186Q: 3 clusters Score -2.178112e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73864 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -21781130.000000 Penalty: 6015.376953
	Iteration 187Q: 3 clusters Score -2.178113e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 111568 members 
Entering Unmasked Estep 
Score: -21781138.000000 Penalty: 6015.376953
	Iteration 188Q: 3 clusters Score -2.178114e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72869 members 
Mstep: Class 2 contains 112069 members 
Entering Unmasked Estep 
Score: -21781232.000000 Penalty: 6015.376953
	Iteration 189Q: 3 clusters Score -2.178123e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72358 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -21781270.000000 Penalty: 6015.376953
	Iteration 190Q: 3 clusters Score -2.178127e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -21781270.000000 Penalty: 6015.376953
	Iteration 191Q: 3 clusters Score -2.178127e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 113613 members 
Entering Unmasked Estep 
Score: -21781276.000000 Penalty: 6015.376953
	Iteration 192Q: 3 clusters Score -2.178128e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70790 members 
Mstep: Class 2 contains 114148 members 
Entering Unmasked Estep 
Score: -21781304.000000 Penalty: 6015.376953
	Iteration 193Q: 3 clusters Score -2.17813e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70277 members 
Mstep: Class 2 contains 114661 members 
Entering Unmasked Estep 
Score: -21781324.000000 Penalty: 6015.376953
	Iteration 194Q: 3 clusters Score -2.178132e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -21781374.000000 Penalty: 6015.376953
	Iteration 195Q: 3 clusters Score -2.178137e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 115742 members 
Entering Unmasked Estep 
Score: -21781382.000000 Penalty: 6015.376953
	Iteration 196Q: 3 clusters Score -2.178138e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -21781442.000000 Penalty: 6015.376953
	Iteration 197Q: 3 clusters Score -2.178144e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -21781504.000000 Penalty: 6015.376953
	Iteration 198Q: 3 clusters Score -2.17815e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 117498 members 
Entering Unmasked Estep 
Score: -21781474.000000 Penalty: 6015.376953
	Iteration 199Q: 3 clusters Score -2.178147e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66871 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -21781536.000000 Penalty: 6015.376953
	Iteration 200F: 3 clusters Score -2.178154e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -21781580.000000 Penalty: 6015.376953
	Iteration 201Q: 3 clusters Score -2.178158e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 119200 members 
Entering Unmasked Estep 
Score: -21781644.000000 Penalty: 6015.376953
	Iteration 202Q: 3 clusters Score -2.178164e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 119775 members 
Entering Unmasked Estep 
Score: -21781690.000000 Penalty: 6015.376953
	Iteration 203Q: 3 clusters Score -2.178169e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 120361 members 
Entering Unmasked Estep 
Score: -21781734.000000 Penalty: 6015.376953
	Iteration 204Q: 3 clusters Score -2.178173e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 120932 members 
Entering Unmasked Estep 
Score: -21781808.000000 Penalty: 6015.376953
	Iteration 205Q: 3 clusters Score -2.178181e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 121497 members 
Entering Unmasked Estep 
Score: -21781872.000000 Penalty: 6015.376953
	Iteration 206Q: 3 clusters Score -2.178187e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 122065 members 
Entering Unmasked Estep 
Score: -21781990.000000 Penalty: 6015.376953
	Iteration 207Q: 3 clusters Score -2.178199e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 122614 members 
Entering Unmasked Estep 
Score: -21782070.000000 Penalty: 6015.376953
	Iteration 208Q: 3 clusters Score -2.178207e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -21782138.000000 Penalty: 6015.376953
	Iteration 209Q: 3 clusters Score -2.178214e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 123688 members 
Entering Unmasked Estep 
Score: -21782210.000000 Penalty: 6015.376953
	Iteration 210Q: 3 clusters Score -2.178221e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 124187 members 
Entering Unmasked Estep 
Score: -21782224.000000 Penalty: 6015.376953
	Iteration 211Q: 3 clusters Score -2.178222e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 124732 members 
Entering Unmasked Estep 
Score: -21782130.000000 Penalty: 6015.376953
	Iteration 212Q: 3 clusters Score -2.178213e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -21782156.000000 Penalty: 6015.376953
	Iteration 213Q: 3 clusters Score -2.178216e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 125789 members 
Entering Unmasked Estep 
Score: -21782222.000000 Penalty: 6015.376953
	Iteration 214Q: 3 clusters Score -2.178222e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 126357 members 
Entering Unmasked Estep 
Score: -21782242.000000 Penalty: 6015.376953
	Iteration 215Q: 3 clusters Score -2.178224e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 126894 members 
Entering Unmasked Estep 
Score: -21782272.000000 Penalty: 6015.376953
	Iteration 216Q: 3 clusters Score -2.178227e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 127448 members 
Entering Unmasked Estep 
Score: -21782334.000000 Penalty: 6015.376953
	Iteration 217Q: 3 clusters Score -2.178233e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -21782430.000000 Penalty: 6015.376953
	Iteration 218Q: 3 clusters Score -2.178243e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 128525 members 
Entering Unmasked Estep 
Score: -21782440.000000 Penalty: 6015.376953
	Iteration 219Q: 3 clusters Score -2.178244e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -21782462.000000 Penalty: 6015.376953
	Iteration 220F: 3 clusters Score -2.178246e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 129649 members 
Entering Unmasked Estep 
Score: -21782496.000000 Penalty: 6015.376953
	Iteration 221Q: 3 clusters Score -2.17825e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 130194 members 
Entering Unmasked Estep 
Score: -21782502.000000 Penalty: 6015.376953
	Iteration 222Q: 3 clusters Score -2.17825e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -21782540.000000 Penalty: 6015.376953
	Iteration 223Q: 3 clusters Score -2.178254e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 131453 members 
Entering Unmasked Estep 
Score: -21782546.000000 Penalty: 6015.376953
	Iteration 224Q: 3 clusters Score -2.178255e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 132109 members 
Entering Unmasked Estep 
Score: -21782638.000000 Penalty: 6015.376953
	Iteration 225Q: 3 clusters Score -2.178264e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 132788 members 
Entering Unmasked Estep 
Score: -21782710.000000 Penalty: 6015.376953
	Iteration 226Q: 3 clusters Score -2.178271e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 133453 members 
Entering Unmasked Estep 
Score: -21782708.000000 Penalty: 6015.376953
	Iteration 227Q: 3 clusters Score -2.178271e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 134056 members 
Entering Unmasked Estep 
Score: -21782712.000000 Penalty: 6015.376953
	Iteration 228Q: 3 clusters Score -2.178271e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 134649 members 
Entering Unmasked Estep 
Score: -21782744.000000 Penalty: 6015.376953
	Iteration 229Q: 3 clusters Score -2.178274e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -21782792.000000 Penalty: 6015.376953
	Iteration 230Q: 3 clusters Score -2.178279e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 135841 members 
Entering Unmasked Estep 
Score: -21782798.000000 Penalty: 6015.376953
	Iteration 231Q: 3 clusters Score -2.17828e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 136483 members 
Entering Unmasked Estep 
Score: -21782884.000000 Penalty: 6015.376953
	Iteration 232Q: 3 clusters Score -2.178288e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -21782878.000000 Penalty: 6015.376953
	Iteration 233Q: 3 clusters Score -2.178288e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 137709 members 
Entering Unmasked Estep 
Score: -21782912.000000 Penalty: 6015.376953
	Iteration 234Q: 3 clusters Score -2.178291e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 138327 members 
Entering Unmasked Estep 
Score: -21783008.000000 Penalty: 6015.376953
	Iteration 235Q: 3 clusters Score -2.178301e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 138960 members 
Entering Unmasked Estep 
Score: -21783058.000000 Penalty: 6015.376953
	Iteration 236Q: 3 clusters Score -2.178306e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -21783060.000000 Penalty: 6015.376953
	Iteration 237Q: 3 clusters Score -2.178306e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 140274 members 
Entering Unmasked Estep 
Score: -21783182.000000 Penalty: 6015.376953
	Iteration 238Q: 3 clusters Score -2.178318e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -21783270.000000 Penalty: 6015.376953
	Iteration 239Q: 3 clusters Score -2.178327e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 141583 members 
Entering Unmasked Estep 
Score: -21783298.000000 Penalty: 6015.376953
	Iteration 240F: 3 clusters Score -2.17833e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 142252 members 
Entering Unmasked Estep 
Score: -21783428.000000 Penalty: 6015.376953
	Iteration 241Q: 3 clusters Score -2.178343e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 142897 members 
Entering Unmasked Estep 
Score: -21783456.000000 Penalty: 6015.376953
	Iteration 242Q: 3 clusters Score -2.178346e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 143559 members 
Entering Unmasked Estep 
Score: -21783560.000000 Penalty: 6015.376953
	Iteration 243Q: 3 clusters Score -2.178356e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -21783642.000000 Penalty: 6015.376953
	Iteration 244Q: 3 clusters Score -2.178364e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 144934 members 
Entering Unmasked Estep 
Score: -21783744.000000 Penalty: 6015.376953
	Iteration 245Q: 3 clusters Score -2.178374e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 145628 members 
Entering Unmasked Estep 
Score: -21783858.000000 Penalty: 6015.376953
	Iteration 246Q: 3 clusters Score -2.178386e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 146342 members 
Entering Unmasked Estep 
Score: -21783936.000000 Penalty: 6015.376953
	Iteration 247Q: 3 clusters Score -2.178394e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -21784004.000000 Penalty: 6015.376953
	Iteration 248Q: 3 clusters Score -2.1784e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -21784002.000000 Penalty: 6015.376953
	Iteration 249Q: 3 clusters Score -2.1784e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 148575 members 
Entering Unmasked Estep 
Score: -21784120.000000 Penalty: 6015.376953
	Iteration 250Q: 3 clusters Score -2.178412e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 149255 members 
Entering Unmasked Estep 
Score: -21784178.000000 Penalty: 6015.376953
	Iteration 251Q: 3 clusters Score -2.178418e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 149913 members 
Entering Unmasked Estep 
Score: -21784254.000000 Penalty: 6015.376953
	Iteration 252Q: 3 clusters Score -2.178425e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 150542 members 
Entering Unmasked Estep 
Score: -21784266.000000 Penalty: 6015.376953
	Iteration 253Q: 3 clusters Score -2.178427e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 151166 members 
Entering Unmasked Estep 
Score: -21784420.000000 Penalty: 6015.376953
	Iteration 254Q: 3 clusters Score -2.178442e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -21784524.000000 Penalty: 6015.376953
	Iteration 255Q: 3 clusters Score -2.178452e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 152348 members 
Entering Unmasked Estep 
Score: -21784494.000000 Penalty: 6015.376953
	Iteration 256Q: 3 clusters Score -2.178449e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -21784532.000000 Penalty: 6015.376953
	Iteration 257Q: 3 clusters Score -2.178453e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 153491 members 
Entering Unmasked Estep 
Score: -21784562.000000 Penalty: 6015.376953
	Iteration 258Q: 3 clusters Score -2.178456e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 154075 members 
Entering Unmasked Estep 
Score: -21784594.000000 Penalty: 6015.376953
	Iteration 259Q: 3 clusters Score -2.178459e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -21784526.000000 Penalty: 6015.376953
	Iteration 260F: 3 clusters Score -2.178453e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -21784526.000000 Penalty: 6015.376953
	Iteration 261Q: 3 clusters Score -2.178453e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 155711 members 
Entering Unmasked Estep 
Score: -21784584.000000 Penalty: 6015.376953
	Iteration 262Q: 3 clusters Score -2.178458e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -21784552.000000 Penalty: 6015.376953
	Iteration 263Q: 3 clusters Score -2.178455e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 156740 members 
Entering Unmasked Estep 
Score: -21784636.000000 Penalty: 6015.376953
	Iteration 264Q: 3 clusters Score -2.178464e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 157238 members 
Entering Unmasked Estep 
Score: -21784650.000000 Penalty: 6015.376953
	Iteration 265Q: 3 clusters Score -2.178465e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -21784752.000000 Penalty: 6015.376953
	Iteration 266Q: 3 clusters Score -2.178475e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 158250 members 
Entering Unmasked Estep 
Score: -21784842.000000 Penalty: 6015.376953
	Iteration 267Q: 3 clusters Score -2.178484e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 158746 members 
Entering Unmasked Estep 
Score: -21784744.000000 Penalty: 6015.376953
	Iteration 268Q: 3 clusters Score -2.178474e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -21784734.000000 Penalty: 6015.376953
	Iteration 269Q: 3 clusters Score -2.178473e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -21784724.000000 Penalty: 6015.376953
	Iteration 270Q: 3 clusters Score -2.178472e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 160067 members 
Entering Unmasked Estep 
Score: -21784686.000000 Penalty: 6015.376953
	Iteration 271Q: 3 clusters Score -2.178469e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 160444 members 
Entering Unmasked Estep 
Score: -21784700.000000 Penalty: 6015.376953
	Iteration 272Q: 3 clusters Score -2.17847e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -21784714.000000 Penalty: 6015.376953
	Iteration 273Q: 3 clusters Score -2.178471e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 161105 members 
Entering Unmasked Estep 
Score: -21784710.000000 Penalty: 6015.376953
	Iteration 274Q: 3 clusters Score -2.178471e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -21784724.000000 Penalty: 6015.376953
	Iteration 275Q: 3 clusters Score -2.178472e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 161763 members 
Entering Unmasked Estep 
Score: -21784808.000000 Penalty: 6015.376953
	Iteration 276Q: 3 clusters Score -2.178481e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -21784742.000000 Penalty: 6015.376953
	Iteration 277Q: 3 clusters Score -2.178474e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 162459 members 
Entering Unmasked Estep 
Score: -21784702.000000 Penalty: 6015.376953
	Iteration 278Q: 3 clusters Score -2.17847e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 162785 members 
Entering Unmasked Estep 
Score: -21784722.000000 Penalty: 6015.376953
	Iteration 279Q: 3 clusters Score -2.178472e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -21784772.000000 Penalty: 6015.376953
	Iteration 280F: 3 clusters Score -2.178477e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 163390 members 
Entering Unmasked Estep 
Score: -21784740.000000 Penalty: 6015.376953
	Iteration 281Q: 3 clusters Score -2.178474e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -21784672.000000 Penalty: 6015.376953
	Iteration 282Q: 3 clusters Score -2.178467e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -21784694.000000 Penalty: 6015.376953
	Iteration 283Q: 3 clusters Score -2.178469e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 164256 members 
Entering Unmasked Estep 
Score: -21784644.000000 Penalty: 6015.376953
	Iteration 284Q: 3 clusters Score -2.178464e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -21784590.000000 Penalty: 6015.376953
	Iteration 285Q: 3 clusters Score -2.178459e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 164794 members 
Entering Unmasked Estep 
Score: -21784614.000000 Penalty: 6015.376953
	Iteration 286Q: 3 clusters Score -2.178461e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -21784616.000000 Penalty: 6015.376953
	Iteration 287Q: 3 clusters Score -2.178462e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 165295 members 
Entering Unmasked Estep 
Score: -21784610.000000 Penalty: 6015.376953
	Iteration 288Q: 3 clusters Score -2.178461e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -21784496.000000 Penalty: 6015.376953
	Iteration 289Q: 3 clusters Score -2.17845e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 165762 members 
Entering Unmasked Estep 
Score: -21784516.000000 Penalty: 6015.376953
	Iteration 290Q: 3 clusters Score -2.178452e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -21784486.000000 Penalty: 6015.376953
	Iteration 291Q: 3 clusters Score -2.178449e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -21784466.000000 Penalty: 6015.376953
	Iteration 292Q: 3 clusters Score -2.178447e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 166393 members 
Entering Unmasked Estep 
Score: -21784416.000000 Penalty: 6015.376953
	Iteration 293Q: 3 clusters Score -2.178442e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 166574 members 
Entering Unmasked Estep 
Score: -21784362.000000 Penalty: 6015.376953
	Iteration 294Q: 3 clusters Score -2.178436e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 166776 members 
Entering Unmasked Estep 
Score: -21784322.000000 Penalty: 6015.376953
	Iteration 295Q: 3 clusters Score -2.178432e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 166961 members 
Entering Unmasked Estep 
Score: -21784294.000000 Penalty: 6015.376953
	Iteration 296Q: 3 clusters Score -2.178429e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 167117 members 
Entering Unmasked Estep 
Score: -21784288.000000 Penalty: 6015.376953
	Iteration 297Q: 3 clusters Score -2.178429e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 167256 members 
Entering Unmasked Estep 
Score: -21784270.000000 Penalty: 6015.376953
	Iteration 298Q: 3 clusters Score -2.178427e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 167395 members 
Entering Unmasked Estep 
Score: -21784290.000000 Penalty: 6015.376953
	Iteration 299Q: 3 clusters Score -2.178429e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 167524 members 
Entering Unmasked Estep 
Score: -21784242.000000 Penalty: 6015.376953
	Iteration 300F: 3 clusters Score -2.178424e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 167632 members 
Entering Unmasked Estep 
Score: -21784192.000000 Penalty: 6015.376953
	Iteration 301Q: 3 clusters Score -2.178419e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -21784230.000000 Penalty: 6015.376953
	Iteration 302Q: 3 clusters Score -2.178423e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 167863 members 
Entering Unmasked Estep 
Score: -21784250.000000 Penalty: 6015.376953
	Iteration 303Q: 3 clusters Score -2.178425e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 167995 members 
Entering Unmasked Estep 
Score: -21784202.000000 Penalty: 6015.376953
	Iteration 304Q: 3 clusters Score -2.17842e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -21784190.000000 Penalty: 6015.376953
	Iteration 305Q: 3 clusters Score -2.178419e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 168245 members 
Entering Unmasked Estep 
Score: -21784168.000000 Penalty: 6015.376953
	Iteration 306Q: 3 clusters Score -2.178417e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 168348 members 
Entering Unmasked Estep 
Score: -21784138.000000 Penalty: 6015.376953
	Iteration 307Q: 3 clusters Score -2.178414e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 168446 members 
Entering Unmasked Estep 
Score: -21784132.000000 Penalty: 6015.376953
	Iteration 308Q: 3 clusters Score -2.178413e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 168533 members 
Entering Unmasked Estep 
Score: -21784148.000000 Penalty: 6015.376953
	Iteration 309Q: 3 clusters Score -2.178415e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 168609 members 
Entering Unmasked Estep 
Score: -21784098.000000 Penalty: 6015.376953
	Iteration 310Q: 3 clusters Score -2.17841e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 168693 members 
Entering Unmasked Estep 
Score: -21784092.000000 Penalty: 6015.376953
	Iteration 311Q: 3 clusters Score -2.178409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 168768 members 
Entering Unmasked Estep 
Score: -21784068.000000 Penalty: 6015.376953
	Iteration 312Q: 3 clusters Score -2.178407e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -21784034.000000 Penalty: 6015.376953
	Iteration 313Q: 3 clusters Score -2.178403e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 168927 members 
Entering Unmasked Estep 
Score: -21784058.000000 Penalty: 6015.376953
	Iteration 314Q: 3 clusters Score -2.178406e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 169012 members 
Entering Unmasked Estep 
Score: -21784028.000000 Penalty: 6015.376953
	Iteration 315Q: 3 clusters Score -2.178403e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 169095 members 
Entering Unmasked Estep 
Score: -21784020.000000 Penalty: 6015.376953
	Iteration 316Q: 3 clusters Score -2.178402e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 169186 members 
Entering Unmasked Estep 
Score: -21784012.000000 Penalty: 6015.376953
	Iteration 317Q: 3 clusters Score -2.178401e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 169278 members 
Entering Unmasked Estep 
Score: -21784028.000000 Penalty: 6015.376953
	Iteration 318Q: 3 clusters Score -2.178403e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 169354 members 
Entering Unmasked Estep 
Score: -21784020.000000 Penalty: 6015.376953
	Iteration 319Q: 3 clusters Score -2.178402e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 169425 members 
Entering Unmasked Estep 
Score: -21784010.000000 Penalty: 6015.376953
	Iteration 320F: 3 clusters Score -2.178401e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 169512 members 
Entering Unmasked Estep 
Score: -21783996.000000 Penalty: 6015.376953
	Iteration 321Q: 3 clusters Score -2.1784e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -21783966.000000 Penalty: 6015.376953
	Iteration 322Q: 3 clusters Score -2.178397e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 169681 members 
Entering Unmasked Estep 
Score: -21783930.000000 Penalty: 6015.376953
	Iteration 323Q: 3 clusters Score -2.178393e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 169765 members 
Entering Unmasked Estep 
Score: -21783892.000000 Penalty: 6015.376953
	Iteration 324Q: 3 clusters Score -2.178389e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 169835 members 
Entering Unmasked Estep 
Score: -21783876.000000 Penalty: 6015.376953
	Iteration 325Q: 3 clusters Score -2.178388e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 169916 members 
Entering Unmasked Estep 
Score: -21783872.000000 Penalty: 6015.376953
	Iteration 326Q: 3 clusters Score -2.178387e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -21783884.000000 Penalty: 6015.376953
	Iteration 327Q: 3 clusters Score -2.178388e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 170080 members 
Entering Unmasked Estep 
Score: -21783928.000000 Penalty: 6015.376953
	Iteration 328Q: 3 clusters Score -2.178393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -21783932.000000 Penalty: 6015.376953
	Iteration 329Q: 3 clusters Score -2.178393e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 170221 members 
Entering Unmasked Estep 
Score: -21783908.000000 Penalty: 6015.376953
	Iteration 330Q: 3 clusters Score -2.178391e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 170299 members 
Entering Unmasked Estep 
Score: -21783902.000000 Penalty: 6015.376953
	Iteration 331Q: 3 clusters Score -2.17839e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -21783904.000000 Penalty: 6015.376953
	Iteration 332Q: 3 clusters Score -2.17839e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 170440 members 
Entering Unmasked Estep 
Score: -21783900.000000 Penalty: 6015.376953
	Iteration 333Q: 3 clusters Score -2.17839e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 170512 members 
Entering Unmasked Estep 
Score: -21783910.000000 Penalty: 6015.376953
	Iteration 334Q: 3 clusters Score -2.178391e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 170577 members 
Entering Unmasked Estep 
Score: -21783874.000000 Penalty: 6015.376953
	Iteration 335Q: 3 clusters Score -2.178387e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -21783854.000000 Penalty: 6015.376953
	Iteration 336Q: 3 clusters Score -2.178385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -21783812.000000 Penalty: 6015.376953
	Iteration 337Q: 3 clusters Score -2.178381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 170776 members 
Entering Unmasked Estep 
Score: -21783822.000000 Penalty: 6015.376953
	Iteration 338Q: 3 clusters Score -2.178382e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 170837 members 
Entering Unmasked Estep 
Score: -21783804.000000 Penalty: 6015.376953
	Iteration 339Q: 3 clusters Score -2.17838e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 170890 members 
Entering Unmasked Estep 
Score: -21783810.000000 Penalty: 6015.376953
	Iteration 340F: 3 clusters Score -2.178381e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 170947 members 
Entering Unmasked Estep 
Score: -21783784.000000 Penalty: 6015.376953
	Iteration 341Q: 3 clusters Score -2.178378e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 171004 members 
Entering Unmasked Estep 
Score: -21783784.000000 Penalty: 6015.376953
	Iteration 342Q: 3 clusters Score -2.178378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 171052 members 
Entering Unmasked Estep 
Score: -21783780.000000 Penalty: 6015.376953
	Iteration 343Q: 3 clusters Score -2.178378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -21783780.000000 Penalty: 6015.376953
	Iteration 344Q: 3 clusters Score -2.178378e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 171153 members 
Entering Unmasked Estep 
Score: -21783766.000000 Penalty: 6015.376953
	Iteration 345Q: 3 clusters Score -2.178377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 171195 members 
Entering Unmasked Estep 
Score: -21783742.000000 Penalty: 6015.376953
	Iteration 346Q: 3 clusters Score -2.178374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 171242 members 
Entering Unmasked Estep 
Score: -21783746.000000 Penalty: 6015.376953
	Iteration 347Q: 3 clusters Score -2.178375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -21783728.000000 Penalty: 6015.376953
	Iteration 348Q: 3 clusters Score -2.178373e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 171345 members 
Entering Unmasked Estep 
Score: -21783706.000000 Penalty: 6015.376953
	Iteration 349Q: 3 clusters Score -2.178371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 171386 members 
Entering Unmasked Estep 
Score: -21783730.000000 Penalty: 6015.376953
	Iteration 350Q: 3 clusters Score -2.178373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 171440 members 
Entering Unmasked Estep 
Score: -21783752.000000 Penalty: 6015.376953
	Iteration 351Q: 3 clusters Score -2.178375e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 171478 members 
Entering Unmasked Estep 
Score: -21783732.000000 Penalty: 6015.376953
	Iteration 352Q: 3 clusters Score -2.178373e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 171512 members 
Entering Unmasked Estep 
Score: -21783750.000000 Penalty: 6015.376953
	Iteration 353Q: 3 clusters Score -2.178375e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -21783756.000000 Penalty: 6015.376953
	Iteration 354Q: 3 clusters Score -2.178376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 171580 members 
Entering Unmasked Estep 
Score: -21783740.000000 Penalty: 6015.376953
	Iteration 355Q: 3 clusters Score -2.178374e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -21783732.000000 Penalty: 6015.376953
	Iteration 356Q: 3 clusters Score -2.178373e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 171624 members 
Entering Unmasked Estep 
Score: -21783746.000000 Penalty: 6015.376953
	Iteration 357Q: 3 clusters Score -2.178375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 171648 members 
Entering Unmasked Estep 
Score: -21783718.000000 Penalty: 6015.376953
	Iteration 358Q: 3 clusters Score -2.178372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -21783734.000000 Penalty: 6015.376953
	Iteration 359Q: 3 clusters Score -2.178373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 171683 members 
Entering Unmasked Estep 
Score: -21783740.000000 Penalty: 6015.376953
	Iteration 360F: 3 clusters Score -2.178374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -21783706.000000 Penalty: 6015.376953
	Iteration 361Q: 3 clusters Score -2.178371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 171713 members 
Entering Unmasked Estep 
Score: -21783706.000000 Penalty: 6015.376953
	Iteration 362Q: 3 clusters Score -2.178371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -21783696.000000 Penalty: 6015.376953
	Iteration 363Q: 3 clusters Score -2.17837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 171736 members 
Entering Unmasked Estep 
Score: -21783714.000000 Penalty: 6015.376953
	Iteration 364Q: 3 clusters Score -2.178371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -21783722.000000 Penalty: 6015.376953
	Iteration 365Q: 3 clusters Score -2.178372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -21783726.000000 Penalty: 6015.376953
	Iteration 366Q: 3 clusters Score -2.178373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -21783716.000000 Penalty: 6015.376953
	Iteration 367Q: 3 clusters Score -2.178372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 171810 members 
Entering Unmasked Estep 
Score: -21783694.000000 Penalty: 6015.376953
	Iteration 368Q: 3 clusters Score -2.178369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 171822 members 
Entering Unmasked Estep 
Score: -21783700.000000 Penalty: 6015.376953
	Iteration 369Q: 3 clusters Score -2.17837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 171833 members 
Entering Unmasked Estep 
Score: -21783692.000000 Penalty: 6015.376953
	Iteration 370Q: 3 clusters Score -2.178369e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -21783704.000000 Penalty: 6015.376953
	Iteration 371Q: 3 clusters Score -2.17837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -21783702.000000 Penalty: 6015.376953
	Iteration 372Q: 3 clusters Score -2.17837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -21783688.000000 Penalty: 6015.376953
	Iteration 373Q: 3 clusters Score -2.178369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 171893 members 
Entering Unmasked Estep 
Score: -21783664.000000 Penalty: 6015.376953
	Iteration 374Q: 3 clusters Score -2.178366e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 171903 members 
Entering Unmasked Estep 
Score: -21783658.000000 Penalty: 6015.376953
	Iteration 375Q: 3 clusters Score -2.178366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -21783634.000000 Penalty: 6015.376953
	Iteration 376Q: 3 clusters Score -2.178363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 171938 members 
Entering Unmasked Estep 
Score: -21783650.000000 Penalty: 6015.376953
	Iteration 377Q: 3 clusters Score -2.178365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 171957 members 
Entering Unmasked Estep 
Score: -21783636.000000 Penalty: 6015.376953
	Iteration 378Q: 3 clusters Score -2.178364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 171982 members 
Entering Unmasked Estep 
Score: -21783630.000000 Penalty: 6015.376953
	Iteration 379Q: 3 clusters Score -2.178363e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 172006 members 
Entering Unmasked Estep 
Score: -21783650.000000 Penalty: 6015.376953
	Iteration 380F: 3 clusters Score -2.178365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 172034 members 
Entering Unmasked Estep 
Score: -21783654.000000 Penalty: 6015.376953
	Iteration 381Q: 3 clusters Score -2.178365e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -21783674.000000 Penalty: 6015.376953
	Iteration 382Q: 3 clusters Score -2.178367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 172088 members 
Entering Unmasked Estep 
Score: -21783638.000000 Penalty: 6015.376953
	Iteration 383Q: 3 clusters Score -2.178364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 172114 members 
Entering Unmasked Estep 
Score: -21783658.000000 Penalty: 6015.376953
	Iteration 384Q: 3 clusters Score -2.178366e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 172143 members 
Entering Unmasked Estep 
Score: -21783644.000000 Penalty: 6015.376953
	Iteration 385Q: 3 clusters Score -2.178364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 172171 members 
Entering Unmasked Estep 
Score: -21783628.000000 Penalty: 6015.376953
	Iteration 386Q: 3 clusters Score -2.178363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 172205 members 
Entering Unmasked Estep 
Score: -21783594.000000 Penalty: 6015.376953
	Iteration 387Q: 3 clusters Score -2.178359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 172240 members 
Entering Unmasked Estep 
Score: -21783586.000000 Penalty: 6015.376953
	Iteration 388Q: 3 clusters Score -2.178359e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -21783582.000000 Penalty: 6015.376953
	Iteration 389Q: 3 clusters Score -2.178358e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 172326 members 
Entering Unmasked Estep 
Score: -21783548.000000 Penalty: 6015.376953
	Iteration 390Q: 3 clusters Score -2.178355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 172370 members 
Entering Unmasked Estep 
Score: -21783556.000000 Penalty: 6015.376953
	Iteration 391Q: 3 clusters Score -2.178356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -21783564.000000 Penalty: 6015.376953
	Iteration 392Q: 3 clusters Score -2.178356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 172463 members 
Entering Unmasked Estep 
Score: -21783526.000000 Penalty: 6015.376953
	Iteration 393Q: 3 clusters Score -2.178353e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 172495 members 
Entering Unmasked Estep 
Score: -21783524.000000 Penalty: 6015.376953
	Iteration 394Q: 3 clusters Score -2.178352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 172520 members 
Entering Unmasked Estep 
Score: -21783526.000000 Penalty: 6015.376953
	Iteration 395Q: 3 clusters Score -2.178353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 172542 members 
Entering Unmasked Estep 
Score: -21783524.000000 Penalty: 6015.376953
	Iteration 396Q: 3 clusters Score -2.178352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 172560 members 
Entering Unmasked Estep 
Score: -21783530.000000 Penalty: 6015.376953
	Iteration 397Q: 3 clusters Score -2.178353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 172577 members 
Entering Unmasked Estep 
Score: -21783538.000000 Penalty: 6015.376953
	Iteration 398Q: 3 clusters Score -2.178354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 172589 members 
Entering Unmasked Estep 
Score: -21783524.000000 Penalty: 6015.376953
	Iteration 399Q: 3 clusters Score -2.178352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 172596 members 
Entering Unmasked Estep 
Score: -21783544.000000 Penalty: 6015.376953
	Iteration 400F: 3 clusters Score -2.178354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 172605 members 
Entering Unmasked Estep 
Score: -21783544.000000 Penalty: 6015.376953
	Iteration 401Q: 3 clusters Score -2.178354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 172610 members 
Entering Unmasked Estep 
Score: -21783538.000000 Penalty: 6015.376953
	Iteration 402Q: 3 clusters Score -2.178354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 172616 members 
Entering Unmasked Estep 
Score: -21783546.000000 Penalty: 6015.376953
	Iteration 403Q: 3 clusters Score -2.178355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 172620 members 
Entering Unmasked Estep 
Score: -21783552.000000 Penalty: 6015.376953
	Iteration 404Q: 3 clusters Score -2.178355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 172623 members 
Entering Unmasked Estep 
Score: -21783562.000000 Penalty: 6015.376953
	Iteration 405Q: 3 clusters Score -2.178356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 172627 members 
Entering Unmasked Estep 
Score: -21783558.000000 Penalty: 6015.376953
	Iteration 406Q: 3 clusters Score -2.178356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 172630 members 
Entering Unmasked Estep 
Score: -21783554.000000 Penalty: 6015.376953
	Iteration 407Q: 3 clusters Score -2.178355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -21783544.000000 Penalty: 6015.376953
	Iteration 408Q: 3 clusters Score -2.178354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -21783548.000000 Penalty: 6015.376953
	Iteration 409Q: 3 clusters Score -2.178355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -21783552.000000 Penalty: 6015.376953
	Iteration 410Q: 3 clusters Score -2.178355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -21783558.000000 Penalty: 6015.376953
	Iteration 411Q: 3 clusters Score -2.178356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 172652 members 
Entering Unmasked Estep 
Score: -21783556.000000 Penalty: 6015.376953
	Iteration 412Q: 3 clusters Score -2.178356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 172655 members 
Entering Unmasked Estep 
Score: -21783542.000000 Penalty: 6015.376953
	Iteration 413Q: 3 clusters Score -2.178354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 172656 members 
Entering Unmasked Estep 
Score: -21783538.000000 Penalty: 6015.376953
	Iteration 414Q: 3 clusters Score -2.178354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 172659 members 
Entering Unmasked Estep 
Score: -21783548.000000 Penalty: 6015.376953
	Iteration 415Q: 3 clusters Score -2.178355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 172660 members 
Entering Unmasked Estep 
Score: -21783544.000000 Penalty: 6015.376953
	Iteration 416Q: 3 clusters Score -2.178354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -21783544.000000 Penalty: 6015.376953
	Iteration 417Q: 3 clusters Score -2.178354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -21783544.000000 Penalty: 6015.376953
	Iteration 418F: 3 clusters Score -2.178354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Entering Unmasked Estep 
Score: -1265437.125000 Penalty: 2317.917969
	Iteration 0F: 2 clusters Score -1265437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1256903.625000 Penalty: 4635.835938
	Iteration 0F: 3 clusters Score -1256904 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1259562.750000 Penalty: 4635.835938
	Iteration 1F: 3 clusters Score -1259563 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1260028.750000 Penalty: 4635.835938
	Iteration 2F: 3 clusters Score -1260029 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1260419.125000 Penalty: 4635.835938
	Iteration 3F: 3 clusters Score -1260419 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1260772.750000 Penalty: 4635.835938
	Iteration 4F: 3 clusters Score -1260773 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1261102.000000 Penalty: 4635.835938
	Iteration 5Q: 3 clusters Score -1261102 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1261425.000000 Penalty: 4635.835938
	Iteration 6Q: 3 clusters Score -1261425 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1261728.875000 Penalty: 4635.835938
	Iteration 7Q: 3 clusters Score -1261729 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1261997.000000 Penalty: 4635.835938
	Iteration 8Q: 3 clusters Score -1261997 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1262262.000000 Penalty: 4635.835938
	Iteration 9Q: 3 clusters Score -1262262 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1262517.500000 Penalty: 4635.835938
	Iteration 10Q: 3 clusters Score -1262518 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1262725.125000 Penalty: 4635.835938
	Iteration 11Q: 3 clusters Score -1262725 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1262927.625000 Penalty: 4635.835938
	Iteration 12Q: 3 clusters Score -1262928 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1263088.125000 Penalty: 4635.835938
	Iteration 13Q: 3 clusters Score -1263088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1263197.250000 Penalty: 4635.835938
	Iteration 14Q: 3 clusters Score -1263197 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1263285.125000 Penalty: 4635.835938
	Iteration 15Q: 3 clusters Score -1263285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1263370.000000 Penalty: 4635.835938
	Iteration 16Q: 3 clusters Score -1263370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1263426.125000 Penalty: 4635.835938
	Iteration 17Q: 3 clusters Score -1263426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1263481.750000 Penalty: 4635.835938
	Iteration 18Q: 3 clusters Score -1263482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1263513.625000 Penalty: 4635.835938
	Iteration 19Q: 3 clusters Score -1263514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1263530.000000 Penalty: 4635.835938
	Iteration 20F: 3 clusters Score -1263530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1263546.000000 Penalty: 4635.835938
	Iteration 21Q: 3 clusters Score -1263546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1263558.000000 Penalty: 4635.835938
	Iteration 22Q: 3 clusters Score -1263558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1263562.750000 Penalty: 4635.835938
	Iteration 23Q: 3 clusters Score -1263563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1263565.000000 Penalty: 4635.835938
	Iteration 24Q: 3 clusters Score -1263565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1263575.750000 Penalty: 4635.835938
	Iteration 25Q: 3 clusters Score -1263576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1263588.000000 Penalty: 4635.835938
	Iteration 26Q: 3 clusters Score -1263588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1263600.125000 Penalty: 4635.835938
	Iteration 27Q: 3 clusters Score -1263600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1263616.125000 Penalty: 4635.835938
	Iteration 28Q: 3 clusters Score -1263616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1263634.625000 Penalty: 4635.835938
	Iteration 29Q: 3 clusters Score -1263635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1263648.250000 Penalty: 4635.835938
	Iteration 30Q: 3 clusters Score -1263648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1263657.750000 Penalty: 4635.835938
	Iteration 31Q: 3 clusters Score -1263658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1263669.125000 Penalty: 4635.835938
	Iteration 32Q: 3 clusters Score -1263669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1263679.875000 Penalty: 4635.835938
	Iteration 33Q: 3 clusters Score -1263680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1263686.625000 Penalty: 4635.835938
	Iteration 34Q: 3 clusters Score -1263687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1263687.375000 Penalty: 4635.835938
	Iteration 35Q: 3 clusters Score -1263687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1263688.250000 Penalty: 4635.835938
	Iteration 36Q: 3 clusters Score -1263688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1263688.500000 Penalty: 4635.835938
	Iteration 37Q: 3 clusters Score -1263688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1263692.500000 Penalty: 4635.835938
	Iteration 38Q: 3 clusters Score -1263692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1263692.000000 Penalty: 4635.835938
	Iteration 39Q: 3 clusters Score -1263692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1263692.000000 Penalty: 4635.835938
	Iteration 40F: 3 clusters Score -1263692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Entering Unmasked Estep 
Score: -2822086.250000 Penalty: 2508.581299
	Iteration 0F: 2 clusters Score -2822086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2804947.500000 Penalty: 5017.162598
	Iteration 0F: 3 clusters Score -2804948 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2811299.500000 Penalty: 5017.162598
	Iteration 1F: 3 clusters Score -2811300 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2812455.500000 Penalty: 5017.162598
	Iteration 2F: 3 clusters Score -2812456 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2813830.250000 Penalty: 5017.162598
	Iteration 3F: 3 clusters Score -2813830 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2815260.500000 Penalty: 5017.162598
	Iteration 4F: 3 clusters Score -2815260 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2816500.000000 Penalty: 5017.162598
	Iteration 5F: 3 clusters Score -2816500 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2817416.000000 Penalty: 5017.162598
	Iteration 6F: 3 clusters Score -2817416 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2818172.000000 Penalty: 5017.162598
	Iteration 7Q: 3 clusters Score -2818172 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2818890.500000 Penalty: 5017.162598
	Iteration 8Q: 3 clusters Score -2818890 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2819473.000000 Penalty: 5017.162598
	Iteration 9Q: 3 clusters Score -2819473 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2819885.750000 Penalty: 5017.162598
	Iteration 10Q: 3 clusters Score -2819886 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2820207.750000 Penalty: 5017.162598
	Iteration 11Q: 3 clusters Score -2820208 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2820415.750000 Penalty: 5017.162598
	Iteration 12Q: 3 clusters Score -2820416 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2820561.250000 Penalty: 5017.162598
	Iteration 13Q: 3 clusters Score -2820561 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2820689.250000 Penalty: 5017.162598
	Iteration 14Q: 3 clusters Score -2820689 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2820779.000000 Penalty: 5017.162598
	Iteration 15Q: 3 clusters Score -2820779 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2820838.500000 Penalty: 5017.162598
	Iteration 16Q: 3 clusters Score -2820838 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2820889.500000 Penalty: 5017.162598
	Iteration 17Q: 3 clusters Score -2820890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2820912.250000 Penalty: 5017.162598
	Iteration 18Q: 3 clusters Score -2820912 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2820943.750000 Penalty: 5017.162598
	Iteration 19Q: 3 clusters Score -2820944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2820959.500000 Penalty: 5017.162598
	Iteration 20F: 3 clusters Score -2820960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2820962.000000 Penalty: 5017.162598
	Iteration 21Q: 3 clusters Score -2820962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2820975.750000 Penalty: 5017.162598
	Iteration 22Q: 3 clusters Score -2820976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2820994.750000 Penalty: 5017.162598
	Iteration 23Q: 3 clusters Score -2820995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2821005.750000 Penalty: 5017.162598
	Iteration 24Q: 3 clusters Score -2821006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2821007.750000 Penalty: 5017.162598
	Iteration 25Q: 3 clusters Score -2821008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2821015.250000 Penalty: 5017.162598
	Iteration 26Q: 3 clusters Score -2821015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2821015.000000 Penalty: 5017.162598
	Iteration 27Q: 3 clusters Score -2821015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2821019.250000 Penalty: 5017.162598
	Iteration 28Q: 3 clusters Score -2821019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2821019.000000 Penalty: 5017.162598
	Iteration 29Q: 3 clusters Score -2821019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2821017.500000 Penalty: 5017.162598
	Iteration 30Q: 3 clusters Score -2821018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2821019.250000 Penalty: 5017.162598
	Iteration 31Q: 3 clusters Score -2821019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2821028.500000 Penalty: 5017.162598
	Iteration 32Q: 3 clusters Score -2821028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2821029.000000 Penalty: 5017.162598
	Iteration 33Q: 3 clusters Score -2821029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2821029.000000 Penalty: 5017.162598
	Iteration 34Q: 3 clusters Score -2821029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2821036.000000 Penalty: 5017.162598
	Iteration 35Q: 3 clusters Score -2821036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2821043.250000 Penalty: 5017.162598
	Iteration 36Q: 3 clusters Score -2821043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2821050.250000 Penalty: 5017.162598
	Iteration 37Q: 3 clusters Score -2821050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2821051.250000 Penalty: 5017.162598
	Iteration 38Q: 3 clusters Score -2821051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2821048.250000 Penalty: 5017.162598
	Iteration 39Q: 3 clusters Score -2821048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2821051.250000 Penalty: 5017.162598
	Iteration 40F: 3 clusters Score -2821051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2821057.250000 Penalty: 5017.162598
	Iteration 41Q: 3 clusters Score -2821057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2821058.250000 Penalty: 5017.162598
	Iteration 42Q: 3 clusters Score -2821058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2821071.000000 Penalty: 5017.162598
	Iteration 43Q: 3 clusters Score -2821071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2821070.750000 Penalty: 5017.162598
	Iteration 44Q: 3 clusters Score -2821071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2821071.750000 Penalty: 5017.162598
	Iteration 45Q: 3 clusters Score -2821072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2821075.750000 Penalty: 5017.162598
	Iteration 46Q: 3 clusters Score -2821076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2821080.250000 Penalty: 5017.162598
	Iteration 47Q: 3 clusters Score -2821080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2821079.750000 Penalty: 5017.162598
	Iteration 48Q: 3 clusters Score -2821080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2821079.750000 Penalty: 5017.162598
	Iteration 49Q: 3 clusters Score -2821080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2821082.000000 Penalty: 5017.162598
	Iteration 50Q: 3 clusters Score -2821082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2821082.250000 Penalty: 5017.162598
	Iteration 51Q: 3 clusters Score -2821082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2821083.500000 Penalty: 5017.162598
	Iteration 52Q: 3 clusters Score -2821084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2821086.250000 Penalty: 5017.162598
	Iteration 53Q: 3 clusters Score -2821086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2821084.500000 Penalty: 5017.162598
	Iteration 54Q: 3 clusters Score -2821084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2821088.250000 Penalty: 5017.162598
	Iteration 55Q: 3 clusters Score -2821088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2821086.750000 Penalty: 5017.162598
	Iteration 56Q: 3 clusters Score -2821087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2821089.750000 Penalty: 5017.162598
	Iteration 57Q: 3 clusters Score -2821090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2821088.500000 Penalty: 5017.162598
	Iteration 58Q: 3 clusters Score -2821088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2821089.500000 Penalty: 5017.162598
	Iteration 59Q: 3 clusters Score -2821090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2821088.250000 Penalty: 5017.162598
	Iteration 60F: 3 clusters Score -2821088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2821091.750000 Penalty: 5017.162598
	Iteration 61Q: 3 clusters Score -2821092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2821089.250000 Penalty: 5017.162598
	Iteration 62Q: 3 clusters Score -2821089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2821086.000000 Penalty: 5017.162598
	Iteration 63Q: 3 clusters Score -2821086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2821090.500000 Penalty: 5017.162598
	Iteration 64Q: 3 clusters Score -2821090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2821088.750000 Penalty: 5017.162598
	Iteration 65Q: 3 clusters Score -2821089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2821087.500000 Penalty: 5017.162598
	Iteration 66Q: 3 clusters Score -2821088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2821086.000000 Penalty: 5017.162598
	Iteration 67Q: 3 clusters Score -2821086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2821079.750000 Penalty: 5017.162598
	Iteration 68Q: 3 clusters Score -2821080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2821088.250000 Penalty: 5017.162598
	Iteration 69Q: 3 clusters Score -2821088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2821086.250000 Penalty: 5017.162598
	Iteration 70Q: 3 clusters Score -2821086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2821088.250000 Penalty: 5017.162598
	Iteration 71Q: 3 clusters Score -2821088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2821090.250000 Penalty: 5017.162598
	Iteration 72Q: 3 clusters Score -2821090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2821091.250000 Penalty: 5017.162598
	Iteration 73Q: 3 clusters Score -2821091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2821091.250000 Penalty: 5017.162598
	Iteration 74Q: 3 clusters Score -2821091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2821092.500000 Penalty: 5017.162598
	Iteration 75Q: 3 clusters Score -2821092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2821092.500000 Penalty: 5017.162598
	Iteration 76Q: 3 clusters Score -2821092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2821089.750000 Penalty: 5017.162598
	Iteration 77Q: 3 clusters Score -2821090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2821089.000000 Penalty: 5017.162598
	Iteration 78Q: 3 clusters Score -2821089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2821089.500000 Penalty: 5017.162598
	Iteration 79Q: 3 clusters Score -2821090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2821089.750000 Penalty: 5017.162598
	Iteration 80F: 3 clusters Score -2821090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2821090.500000 Penalty: 5017.162598
	Iteration 81Q: 3 clusters Score -2821090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2821090.500000 Penalty: 5017.162598
	Iteration 82F: 3 clusters Score -2821090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Entering Unmasked Estep 
Score: -14003493.000000 Penalty: 2905.240967
	Iteration 0F: 2 clusters Score -1.400349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -13921625.000000 Penalty: 5810.481934
	Iteration 0F: 3 clusters Score -1.392162e+07 nChanged 58104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -13955024.000000 Penalty: 5810.481934
	Iteration 1F: 3 clusters Score -1.395502e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -13955698.000000 Penalty: 5810.481934
	Iteration 2Q: 3 clusters Score -1.39557e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -13956435.000000 Penalty: 5810.481934
	Iteration 3Q: 3 clusters Score -1.395644e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -13957403.000000 Penalty: 5810.481934
	Iteration 4Q: 3 clusters Score -1.39574e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -13958723.000000 Penalty: 5810.481934
	Iteration 5Q: 3 clusters Score -1.395872e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -13960828.000000 Penalty: 5810.481934
	Iteration 6Q: 3 clusters Score -1.396083e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -13964342.000000 Penalty: 5810.481934
	Iteration 7F: 3 clusters Score -1.396434e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -13970119.000000 Penalty: 5810.481934
	Iteration 8F: 3 clusters Score -1.397012e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -13978509.000000 Penalty: 5810.481934
	Iteration 9F: 3 clusters Score -1.397851e+07 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 108511 members 
Entering Unmasked Estep 
Score: -13988023.000000 Penalty: 5810.481934
	Iteration 10F: 3 clusters Score -1.398802e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 116212 members 
Entering Unmasked Estep 
Score: -13995345.000000 Penalty: 5810.481934
	Iteration 11F: 3 clusters Score -1.399534e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 120110 members 
Entering Unmasked Estep 
Score: -13998925.000000 Penalty: 5810.481934
	Iteration 12Q: 3 clusters Score -1.399892e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 121460 members 
Entering Unmasked Estep 
Score: -14000202.000000 Penalty: 5810.481934
	Iteration 13Q: 3 clusters Score -1.40002e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 121839 members 
Entering Unmasked Estep 
Score: -14000564.000000 Penalty: 5810.481934
	Iteration 14Q: 3 clusters Score -1.400056e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 121954 members 
Entering Unmasked Estep 
Score: -14000723.000000 Penalty: 5810.481934
	Iteration 15Q: 3 clusters Score -1.400072e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -14000766.000000 Penalty: 5810.481934
	Iteration 16Q: 3 clusters Score -1.400077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 122031 members 
Entering Unmasked Estep 
Score: -14000826.000000 Penalty: 5810.481934
	Iteration 17Q: 3 clusters Score -1.400083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 122056 members 
Entering Unmasked Estep 
Score: -14000888.000000 Penalty: 5810.481934
	Iteration 18Q: 3 clusters Score -1.400089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 122072 members 
Entering Unmasked Estep 
Score: -14000918.000000 Penalty: 5810.481934
	Iteration 19Q: 3 clusters Score -1.400092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -14000921.000000 Penalty: 5810.481934
	Iteration 20F: 3 clusters Score -1.400092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122079 members 
Entering Unmasked Estep 
Score: -14000929.000000 Penalty: 5810.481934
	Iteration 21Q: 3 clusters Score -1.400093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 122080 members 
Entering Unmasked Estep 
Score: -14000938.000000 Penalty: 5810.481934
	Iteration 22Q: 3 clusters Score -1.400094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 122083 members 
Entering Unmasked Estep 
Score: -14000947.000000 Penalty: 5810.481934
	Iteration 23Q: 3 clusters Score -1.400095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 122084 members 
Entering Unmasked Estep 
Score: -14000960.000000 Penalty: 5810.481934
	Iteration 24Q: 3 clusters Score -1.400096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 122084 members 
Entering Unmasked Estep 
Score: -14000960.000000 Penalty: 5810.481934
	Iteration 25F: 3 clusters Score -1.400096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Entering Unmasked Estep 
Score: -3627155.000000 Penalty: 2560.214844
	Iteration 0F: 2 clusters Score -3627155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3606346.250000 Penalty: 5120.429688
	Iteration 0F: 3 clusters Score -3606346 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3614009.000000 Penalty: 5120.429688
	Iteration 1F: 3 clusters Score -3614009 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -3614509.000000 Penalty: 5120.429688
	Iteration 2Q: 3 clusters Score -3614509 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3615010.750000 Penalty: 5120.429688
	Iteration 3Q: 3 clusters Score -3615011 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3615512.000000 Penalty: 5120.429688
	Iteration 4Q: 3 clusters Score -3615512 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3616110.250000 Penalty: 5120.429688
	Iteration 5Q: 3 clusters Score -3616110 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3616948.250000 Penalty: 5120.429688
	Iteration 6F: 3 clusters Score -3616948 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3618062.250000 Penalty: 5120.429688
	Iteration 7F: 3 clusters Score -3618062 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3619481.250000 Penalty: 5120.429688
	Iteration 8F: 3 clusters Score -3619481 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3620972.000000 Penalty: 5120.429688
	Iteration 9F: 3 clusters Score -3620972 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3622205.500000 Penalty: 5120.429688
	Iteration 10F: 3 clusters Score -3622206 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3623058.750000 Penalty: 5120.429688
	Iteration 11Q: 3 clusters Score -3623059 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3623619.750000 Penalty: 5120.429688
	Iteration 12Q: 3 clusters Score -3623620 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3623977.500000 Penalty: 5120.429688
	Iteration 13Q: 3 clusters Score -3623978 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3624166.250000 Penalty: 5120.429688
	Iteration 14Q: 3 clusters Score -3624166 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3624284.500000 Penalty: 5120.429688
	Iteration 15Q: 3 clusters Score -3624284 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3624368.750000 Penalty: 5120.429688
	Iteration 16Q: 3 clusters Score -3624369 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -3624421.000000 Penalty: 5120.429688
	Iteration 17Q: 3 clusters Score -3624421 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -3624460.250000 Penalty: 5120.429688
	Iteration 18Q: 3 clusters Score -3624460 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3624486.750000 Penalty: 5120.429688
	Iteration 19Q: 3 clusters Score -3624487 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3624515.500000 Penalty: 5120.429688
	Iteration 20F: 3 clusters Score -3624516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3624527.250000 Penalty: 5120.429688
	Iteration 21Q: 3 clusters Score -3624527 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3624581.250000 Penalty: 5120.429688
	Iteration 22Q: 3 clusters Score -3624581 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3624605.500000 Penalty: 5120.429688
	Iteration 23Q: 3 clusters Score -3624606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3624618.250000 Penalty: 5120.429688
	Iteration 24Q: 3 clusters Score -3624618 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3624629.000000 Penalty: 5120.429688
	Iteration 25Q: 3 clusters Score -3624629 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3624666.500000 Penalty: 5120.429688
	Iteration 26Q: 3 clusters Score -3624666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3624679.500000 Penalty: 5120.429688
	Iteration 27Q: 3 clusters Score -3624680 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3624690.250000 Penalty: 5120.429688
	Iteration 28Q: 3 clusters Score -3624690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3624695.250000 Penalty: 5120.429688
	Iteration 29Q: 3 clusters Score -3624695 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3624729.750000 Penalty: 5120.429688
	Iteration 30Q: 3 clusters Score -3624730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -3624745.500000 Penalty: 5120.429688
	Iteration 31Q: 3 clusters Score -3624746 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3624766.500000 Penalty: 5120.429688
	Iteration 32Q: 3 clusters Score -3624766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3624785.250000 Penalty: 5120.429688
	Iteration 33Q: 3 clusters Score -3624785 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3624813.250000 Penalty: 5120.429688
	Iteration 34Q: 3 clusters Score -3624813 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -3624827.250000 Penalty: 5120.429688
	Iteration 35Q: 3 clusters Score -3624827 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3624860.000000 Penalty: 5120.429688
	Iteration 36Q: 3 clusters Score -3624860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3624887.250000 Penalty: 5120.429688
	Iteration 37Q: 3 clusters Score -3624887 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3624915.500000 Penalty: 5120.429688
	Iteration 38Q: 3 clusters Score -3624916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3624935.250000 Penalty: 5120.429688
	Iteration 39Q: 3 clusters Score -3624935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3624943.500000 Penalty: 5120.429688
	Iteration 40F: 3 clusters Score -3624944 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3624970.750000 Penalty: 5120.429688
	Iteration 41Q: 3 clusters Score -3624971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -3624986.500000 Penalty: 5120.429688
	Iteration 42Q: 3 clusters Score -3624986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -3625005.000000 Penalty: 5120.429688
	Iteration 43Q: 3 clusters Score -3625005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -3625020.000000 Penalty: 5120.429688
	Iteration 44Q: 3 clusters Score -3625020 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3625026.000000 Penalty: 5120.429688
	Iteration 45Q: 3 clusters Score -3625026 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3625042.750000 Penalty: 5120.429688
	Iteration 46Q: 3 clusters Score -3625043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3625072.750000 Penalty: 5120.429688
	Iteration 47Q: 3 clusters Score -3625073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3625088.000000 Penalty: 5120.429688
	Iteration 48Q: 3 clusters Score -3625088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3625101.750000 Penalty: 5120.429688
	Iteration 49Q: 3 clusters Score -3625102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3625125.250000 Penalty: 5120.429688
	Iteration 50Q: 3 clusters Score -3625125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3625154.500000 Penalty: 5120.429688
	Iteration 51Q: 3 clusters Score -3625154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3625169.250000 Penalty: 5120.429688
	Iteration 52Q: 3 clusters Score -3625169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3625173.250000 Penalty: 5120.429688
	Iteration 53Q: 3 clusters Score -3625173 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3625189.750000 Penalty: 5120.429688
	Iteration 54Q: 3 clusters Score -3625190 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3625200.500000 Penalty: 5120.429688
	Iteration 55Q: 3 clusters Score -3625200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -3625213.500000 Penalty: 5120.429688
	Iteration 56Q: 3 clusters Score -3625214 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3625217.750000 Penalty: 5120.429688
	Iteration 57Q: 3 clusters Score -3625218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3625243.750000 Penalty: 5120.429688
	Iteration 58Q: 3 clusters Score -3625244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3625253.250000 Penalty: 5120.429688
	Iteration 59Q: 3 clusters Score -3625253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3625266.250000 Penalty: 5120.429688
	Iteration 60F: 3 clusters Score -3625266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3625284.750000 Penalty: 5120.429688
	Iteration 61Q: 3 clusters Score -3625285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3625297.500000 Penalty: 5120.429688
	Iteration 62Q: 3 clusters Score -3625298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3625303.000000 Penalty: 5120.429688
	Iteration 63Q: 3 clusters Score -3625303 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3625313.250000 Penalty: 5120.429688
	Iteration 64Q: 3 clusters Score -3625313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3625316.750000 Penalty: 5120.429688
	Iteration 65Q: 3 clusters Score -3625317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3625322.000000 Penalty: 5120.429688
	Iteration 66Q: 3 clusters Score -3625322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3625339.000000 Penalty: 5120.429688
	Iteration 67Q: 3 clusters Score -3625339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3625355.750000 Penalty: 5120.429688
	Iteration 68Q: 3 clusters Score -3625356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3625363.250000 Penalty: 5120.429688
	Iteration 69Q: 3 clusters Score -3625363 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3625372.500000 Penalty: 5120.429688
	Iteration 70Q: 3 clusters Score -3625372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3625388.250000 Penalty: 5120.429688
	Iteration 71Q: 3 clusters Score -3625388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3625404.250000 Penalty: 5120.429688
	Iteration 72Q: 3 clusters Score -3625404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -3625403.250000 Penalty: 5120.429688
	Iteration 73Q: 3 clusters Score -3625403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3625411.750000 Penalty: 5120.429688
	Iteration 74Q: 3 clusters Score -3625412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3625432.500000 Penalty: 5120.429688
	Iteration 75Q: 3 clusters Score -3625432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3625445.250000 Penalty: 5120.429688
	Iteration 76Q: 3 clusters Score -3625445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3625444.500000 Penalty: 5120.429688
	Iteration 77Q: 3 clusters Score -3625444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3625443.250000 Penalty: 5120.429688
	Iteration 78Q: 3 clusters Score -3625443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3625440.000000 Penalty: 5120.429688
	Iteration 79Q: 3 clusters Score -3625440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3625447.250000 Penalty: 5120.429688
	Iteration 80F: 3 clusters Score -3625447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3625453.500000 Penalty: 5120.429688
	Iteration 81Q: 3 clusters Score -3625454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3625455.000000 Penalty: 5120.429688
	Iteration 82Q: 3 clusters Score -3625455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3625456.750000 Penalty: 5120.429688
	Iteration 83Q: 3 clusters Score -3625457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3625458.750000 Penalty: 5120.429688
	Iteration 84Q: 3 clusters Score -3625459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3625456.250000 Penalty: 5120.429688
	Iteration 85Q: 3 clusters Score -3625456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3625455.000000 Penalty: 5120.429688
	Iteration 86Q: 3 clusters Score -3625455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3625464.250000 Penalty: 5120.429688
	Iteration 87Q: 3 clusters Score -3625464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3625466.250000 Penalty: 5120.429688
	Iteration 88Q: 3 clusters Score -3625466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3625468.750000 Penalty: 5120.429688
	Iteration 89Q: 3 clusters Score -3625469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3625476.000000 Penalty: 5120.429688
	Iteration 90Q: 3 clusters Score -3625476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3625478.500000 Penalty: 5120.429688
	Iteration 91Q: 3 clusters Score -3625478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3625486.750000 Penalty: 5120.429688
	Iteration 92Q: 3 clusters Score -3625487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3625485.250000 Penalty: 5120.429688
	Iteration 93Q: 3 clusters Score -3625485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3625488.250000 Penalty: 5120.429688
	Iteration 94Q: 3 clusters Score -3625488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3625477.250000 Penalty: 5120.429688
	Iteration 95Q: 3 clusters Score -3625477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3625482.750000 Penalty: 5120.429688
	Iteration 96Q: 3 clusters Score -3625483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3625481.750000 Penalty: 5120.429688
	Iteration 97Q: 3 clusters Score -3625482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3625482.750000 Penalty: 5120.429688
	Iteration 98Q: 3 clusters Score -3625483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3625483.500000 Penalty: 5120.429688
	Iteration 99Q: 3 clusters Score -3625484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3625483.000000 Penalty: 5120.429688
	Iteration 100F: 3 clusters Score -3625483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3625485.500000 Penalty: 5120.429688
	Iteration 101Q: 3 clusters Score -3625486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3625484.500000 Penalty: 5120.429688
	Iteration 102Q: 3 clusters Score -3625484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3625487.750000 Penalty: 5120.429688
	Iteration 103Q: 3 clusters Score -3625488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3625492.500000 Penalty: 5120.429688
	Iteration 104Q: 3 clusters Score -3625492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3625494.250000 Penalty: 5120.429688
	Iteration 105Q: 3 clusters Score -3625494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3625492.500000 Penalty: 5120.429688
	Iteration 106Q: 3 clusters Score -3625492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3625500.250000 Penalty: 5120.429688
	Iteration 107Q: 3 clusters Score -3625500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3625505.000000 Penalty: 5120.429688
	Iteration 108Q: 3 clusters Score -3625505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3625508.750000 Penalty: 5120.429688
	Iteration 109Q: 3 clusters Score -3625509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3625505.000000 Penalty: 5120.429688
	Iteration 110Q: 3 clusters Score -3625505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3625507.750000 Penalty: 5120.429688
	Iteration 111Q: 3 clusters Score -3625508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3625513.750000 Penalty: 5120.429688
	Iteration 112Q: 3 clusters Score -3625514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3625515.000000 Penalty: 5120.429688
	Iteration 113Q: 3 clusters Score -3625515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3625520.500000 Penalty: 5120.429688
	Iteration 114Q: 3 clusters Score -3625520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3625523.250000 Penalty: 5120.429688
	Iteration 115Q: 3 clusters Score -3625523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3625521.750000 Penalty: 5120.429688
	Iteration 116Q: 3 clusters Score -3625522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3625528.000000 Penalty: 5120.429688
	Iteration 117Q: 3 clusters Score -3625528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3625536.500000 Penalty: 5120.429688
	Iteration 118Q: 3 clusters Score -3625536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3625532.000000 Penalty: 5120.429688
	Iteration 119Q: 3 clusters Score -3625532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3625530.250000 Penalty: 5120.429688
	Iteration 120F: 3 clusters Score -3625530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3625531.250000 Penalty: 5120.429688
	Iteration 121Q: 3 clusters Score -3625531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3625536.000000 Penalty: 5120.429688
	Iteration 122Q: 3 clusters Score -3625536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3625535.000000 Penalty: 5120.429688
	Iteration 123Q: 3 clusters Score -3625535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3625534.500000 Penalty: 5120.429688
	Iteration 124Q: 3 clusters Score -3625534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3625535.750000 Penalty: 5120.429688
	Iteration 125Q: 3 clusters Score -3625536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3625532.500000 Penalty: 5120.429688
	Iteration 126Q: 3 clusters Score -3625532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3625536.500000 Penalty: 5120.429688
	Iteration 127Q: 3 clusters Score -3625536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3625529.500000 Penalty: 5120.429688
	Iteration 128Q: 3 clusters Score -3625530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3625528.500000 Penalty: 5120.429688
	Iteration 129Q: 3 clusters Score -3625528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3625528.500000 Penalty: 5120.429688
	Iteration 130F: 3 clusters Score -3625528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Entering Unmasked Estep 
Score: -3883278.750000 Penalty: 2587.697266
	Iteration 0F: 2 clusters Score -3883279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3859971.000000 Penalty: 5175.394531
	Iteration 0F: 3 clusters Score -3859971 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -3868589.250000 Penalty: 5175.394531
	Iteration 1F: 3 clusters Score -3868589 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3869162.000000 Penalty: 5175.394531
	Iteration 2Q: 3 clusters Score -3869162 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3869762.000000 Penalty: 5175.394531
	Iteration 3Q: 3 clusters Score -3869762 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3870476.750000 Penalty: 5175.394531
	Iteration 4Q: 3 clusters Score -3870477 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3871439.250000 Penalty: 5175.394531
	Iteration 5F: 3 clusters Score -3871439 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3872692.500000 Penalty: 5175.394531
	Iteration 6F: 3 clusters Score -3872692 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3874229.750000 Penalty: 5175.394531
	Iteration 7F: 3 clusters Score -3874230 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3875969.750000 Penalty: 5175.394531
	Iteration 8F: 3 clusters Score -3875970 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -3877538.750000 Penalty: 5175.394531
	Iteration 9F: 3 clusters Score -3877539 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -3878846.500000 Penalty: 5175.394531
	Iteration 10Q: 3 clusters Score -3878846 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3879711.250000 Penalty: 5175.394531
	Iteration 11Q: 3 clusters Score -3879711 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -3880328.750000 Penalty: 5175.394531
	Iteration 12Q: 3 clusters Score -3880329 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3880689.500000 Penalty: 5175.394531
	Iteration 13Q: 3 clusters Score -3880690 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -3880898.500000 Penalty: 5175.394531
	Iteration 14Q: 3 clusters Score -3880898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3881032.500000 Penalty: 5175.394531
	Iteration 15Q: 3 clusters Score -3881032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3881117.250000 Penalty: 5175.394531
	Iteration 16Q: 3 clusters Score -3881117 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -3881195.000000 Penalty: 5175.394531
	Iteration 17Q: 3 clusters Score -3881195 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -3881247.000000 Penalty: 5175.394531
	Iteration 18Q: 3 clusters Score -3881247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3881290.000000 Penalty: 5175.394531
	Iteration 19Q: 3 clusters Score -3881290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3881315.000000 Penalty: 5175.394531
	Iteration 20F: 3 clusters Score -3881315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -3881323.000000 Penalty: 5175.394531
	Iteration 21Q: 3 clusters Score -3881323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3881332.250000 Penalty: 5175.394531
	Iteration 22Q: 3 clusters Score -3881332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -3881343.500000 Penalty: 5175.394531
	Iteration 23Q: 3 clusters Score -3881344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -3881359.750000 Penalty: 5175.394531
	Iteration 24Q: 3 clusters Score -3881360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -3881365.000000 Penalty: 5175.394531
	Iteration 25Q: 3 clusters Score -3881365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -3881366.750000 Penalty: 5175.394531
	Iteration 26Q: 3 clusters Score -3881367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -3881363.750000 Penalty: 5175.394531
	Iteration 27Q: 3 clusters Score -3881364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -3881363.000000 Penalty: 5175.394531
	Iteration 28Q: 3 clusters Score -3881363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -3881367.000000 Penalty: 5175.394531
	Iteration 29Q: 3 clusters Score -3881367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3881362.000000 Penalty: 5175.394531
	Iteration 30Q: 3 clusters Score -3881362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3881367.250000 Penalty: 5175.394531
	Iteration 31Q: 3 clusters Score -3881367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3881367.000000 Penalty: 5175.394531
	Iteration 32Q: 3 clusters Score -3881367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -3881366.000000 Penalty: 5175.394531
	Iteration 33Q: 3 clusters Score -3881366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -3881367.750000 Penalty: 5175.394531
	Iteration 34Q: 3 clusters Score -3881368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -3881367.000000 Penalty: 5175.394531
	Iteration 35Q: 3 clusters Score -3881367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -3881370.750000 Penalty: 5175.394531
	Iteration 36Q: 3 clusters Score -3881371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3881367.250000 Penalty: 5175.394531
	Iteration 37Q: 3 clusters Score -3881367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -3881367.250000 Penalty: 5175.394531
	Iteration 38F: 3 clusters Score -3881367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Entering Unmasked Estep 
Score: -2171006.500000 Penalty: 2436.368164
	Iteration 0F: 2 clusters Score -2171006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2157866.750000 Penalty: 4872.736328
	Iteration 0F: 3 clusters Score -2157867 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2162429.250000 Penalty: 4872.736328
	Iteration 1F: 3 clusters Score -2162429 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2163138.500000 Penalty: 4872.736328
	Iteration 2F: 3 clusters Score -2163138 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2163965.250000 Penalty: 4872.736328
	Iteration 3F: 3 clusters Score -2163965 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2164925.000000 Penalty: 4872.736328
	Iteration 4F: 3 clusters Score -2164925 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2165905.750000 Penalty: 4872.736328
	Iteration 5F: 3 clusters Score -2165906 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2166696.000000 Penalty: 4872.736328
	Iteration 6F: 3 clusters Score -2166696 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2167349.000000 Penalty: 4872.736328
	Iteration 7F: 3 clusters Score -2167349 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2167882.500000 Penalty: 4872.736328
	Iteration 8Q: 3 clusters Score -2167882 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2168248.750000 Penalty: 4872.736328
	Iteration 9Q: 3 clusters Score -2168249 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2168543.250000 Penalty: 4872.736328
	Iteration 10Q: 3 clusters Score -2168543 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2168750.500000 Penalty: 4872.736328
	Iteration 11Q: 3 clusters Score -2168750 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2168950.250000 Penalty: 4872.736328
	Iteration 12Q: 3 clusters Score -2168950 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2169112.750000 Penalty: 4872.736328
	Iteration 13Q: 3 clusters Score -2169113 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2169245.500000 Penalty: 4872.736328
	Iteration 14Q: 3 clusters Score -2169246 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2169330.250000 Penalty: 4872.736328
	Iteration 15Q: 3 clusters Score -2169330 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2169398.250000 Penalty: 4872.736328
	Iteration 16Q: 3 clusters Score -2169398 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2169455.750000 Penalty: 4872.736328
	Iteration 17Q: 3 clusters Score -2169456 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2169505.250000 Penalty: 4872.736328
	Iteration 18Q: 3 clusters Score -2169505 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2169550.250000 Penalty: 4872.736328
	Iteration 19Q: 3 clusters Score -2169550 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2169584.000000 Penalty: 4872.736328
	Iteration 20F: 3 clusters Score -2169584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2169609.250000 Penalty: 4872.736328
	Iteration 21Q: 3 clusters Score -2169609 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2169634.000000 Penalty: 4872.736328
	Iteration 22Q: 3 clusters Score -2169634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2169648.750000 Penalty: 4872.736328
	Iteration 23Q: 3 clusters Score -2169649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2169660.250000 Penalty: 4872.736328
	Iteration 24Q: 3 clusters Score -2169660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2169670.750000 Penalty: 4872.736328
	Iteration 25Q: 3 clusters Score -2169671 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2169682.000000 Penalty: 4872.736328
	Iteration 26Q: 3 clusters Score -2169682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2169686.500000 Penalty: 4872.736328
	Iteration 27Q: 3 clusters Score -2169686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2169694.250000 Penalty: 4872.736328
	Iteration 28Q: 3 clusters Score -2169694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2169697.000000 Penalty: 4872.736328
	Iteration 29Q: 3 clusters Score -2169697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2169707.750000 Penalty: 4872.736328
	Iteration 30Q: 3 clusters Score -2169708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2169712.000000 Penalty: 4872.736328
	Iteration 31Q: 3 clusters Score -2169712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2169724.250000 Penalty: 4872.736328
	Iteration 32Q: 3 clusters Score -2169724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2169726.250000 Penalty: 4872.736328
	Iteration 33Q: 3 clusters Score -2169726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2169729.000000 Penalty: 4872.736328
	Iteration 34Q: 3 clusters Score -2169729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2169729.500000 Penalty: 4872.736328
	Iteration 35Q: 3 clusters Score -2169730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2169734.500000 Penalty: 4872.736328
	Iteration 36Q: 3 clusters Score -2169734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2169734.500000 Penalty: 4872.736328
	Iteration 37Q: 3 clusters Score -2169734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2169740.000000 Penalty: 4872.736328
	Iteration 38Q: 3 clusters Score -2169740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2169745.000000 Penalty: 4872.736328
	Iteration 39Q: 3 clusters Score -2169745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2169749.000000 Penalty: 4872.736328
	Iteration 40F: 3 clusters Score -2169749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2169748.000000 Penalty: 4872.736328
	Iteration 41Q: 3 clusters Score -2169748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2169749.000000 Penalty: 4872.736328
	Iteration 42Q: 3 clusters Score -2169749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2169750.250000 Penalty: 4872.736328
	Iteration 43Q: 3 clusters Score -2169750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2169751.250000 Penalty: 4872.736328
	Iteration 44Q: 3 clusters Score -2169751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2169747.750000 Penalty: 4872.736328
	Iteration 45Q: 3 clusters Score -2169748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2169748.500000 Penalty: 4872.736328
	Iteration 46Q: 3 clusters Score -2169748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -2169746.000000 Penalty: 4872.736328
	Iteration 47Q: 3 clusters Score -2169746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2169746.250000 Penalty: 4872.736328
	Iteration 48Q: 3 clusters Score -2169746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2169746.250000 Penalty: 4872.736328
	Iteration 49F: 3 clusters Score -2169746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Entering Unmasked Estep 
Score: -33826.839844 Penalty: 1464.529663
	Iteration 0F: 2 clusters Score -33826.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32493.890625 Penalty: 2929.059326
	Iteration 0F: 3 clusters Score -32493.89 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32679.658203 Penalty: 2929.059326
	Iteration 1F: 3 clusters Score -32679.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32811.308594 Penalty: 2929.059326
	Iteration 2F: 3 clusters Score -32811.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32858.070312 Penalty: 2929.059326
	Iteration 3Q: 3 clusters Score -32858.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32866.488281 Penalty: 2929.059326
	Iteration 4Q: 3 clusters Score -32866.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32877.679688 Penalty: 2929.059326
	Iteration 5Q: 3 clusters Score -32877.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32883.546875 Penalty: 2929.059326
	Iteration 6Q: 3 clusters Score -32883.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32883.546875 Penalty: 2929.059326
	Iteration 7F: 3 clusters Score -32883.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -572494.562500 Penalty: 2132.587158
	Iteration 0F: 2 clusters Score -572494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -567757.125000 Penalty: 4265.174316
	Iteration 0F: 3 clusters Score -567757.1 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -569286.125000 Penalty: 4265.174316
	Iteration 1F: 3 clusters Score -569286.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -569968.312500 Penalty: 4265.174316
	Iteration 2F: 3 clusters Score -569968.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -570683.250000 Penalty: 4265.174316
	Iteration 3F: 3 clusters Score -570683.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -571257.750000 Penalty: 4265.174316
	Iteration 4F: 3 clusters Score -571257.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -571626.187500 Penalty: 4265.174316
	Iteration 5F: 3 clusters Score -571626.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -571891.562500 Penalty: 4265.174316
	Iteration 6Q: 3 clusters Score -571891.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -572062.562500 Penalty: 4265.174316
	Iteration 7Q: 3 clusters Score -572062.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -572148.250000 Penalty: 4265.174316
	Iteration 8Q: 3 clusters Score -572148.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -572188.937500 Penalty: 4265.174316
	Iteration 9Q: 3 clusters Score -572188.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -572216.000000 Penalty: 4265.174316
	Iteration 10Q: 3 clusters Score -572216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -572226.500000 Penalty: 4265.174316
	Iteration 11Q: 3 clusters Score -572226.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -572233.937500 Penalty: 4265.174316
	Iteration 12Q: 3 clusters Score -572233.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -572243.125000 Penalty: 4265.174316
	Iteration 13Q: 3 clusters Score -572243.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -572248.812500 Penalty: 4265.174316
	Iteration 14Q: 3 clusters Score -572248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -572252.812500 Penalty: 4265.174316
	Iteration 15Q: 3 clusters Score -572252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -572257.562500 Penalty: 4265.174316
	Iteration 16Q: 3 clusters Score -572257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -572257.437500 Penalty: 4265.174316
	Iteration 17Q: 3 clusters Score -572257.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -572258.875000 Penalty: 4265.174316
	Iteration 18Q: 3 clusters Score -572258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -572260.187500 Penalty: 4265.174316
	Iteration 19Q: 3 clusters Score -572260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -572260.125000 Penalty: 4265.174316
	Iteration 20F: 3 clusters Score -572260.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (130884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Entering Unmasked Estep 
Score: -15256127.000000 Penalty: 2921.952393
	Iteration 0F: 2 clusters Score -1.525613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 65420 members 
Entering Unmasked Estep 
Score: -15168575.000000 Penalty: 5843.904785
	Iteration 0F: 3 clusters Score -1.516858e+07 nChanged 62365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -15204763.000000 Penalty: 5843.904785
	Iteration 1F: 3 clusters Score -1.520476e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -15206399.000000 Penalty: 5843.904785
	Iteration 2Q: 3 clusters Score -1.52064e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 66298 members 
Entering Unmasked Estep 
Score: -15208463.000000 Penalty: 5843.904785
	Iteration 3Q: 3 clusters Score -1.520846e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -15211301.000000 Penalty: 5843.904785
	Iteration 4Q: 3 clusters Score -1.52113e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -15214732.000000 Penalty: 5843.904785
	Iteration 5F: 3 clusters Score -1.521473e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -15218239.000000 Penalty: 5843.904785
	Iteration 6F: 3 clusters Score -1.521824e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 74818 members 
Entering Unmasked Estep 
Score: -15221504.000000 Penalty: 5843.904785
	Iteration 7F: 3 clusters Score -1.52215e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -15223979.000000 Penalty: 5843.904785
	Iteration 8F: 3 clusters Score -1.522398e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -15225884.000000 Penalty: 5843.904785
	Iteration 9Q: 3 clusters Score -1.522588e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -15227477.000000 Penalty: 5843.904785
	Iteration 10Q: 3 clusters Score -1.522748e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -15228933.000000 Penalty: 5843.904785
	Iteration 11Q: 3 clusters Score -1.522893e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -15230698.000000 Penalty: 5843.904785
	Iteration 12Q: 3 clusters Score -1.52307e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 93603 members 
Entering Unmasked Estep 
Score: -15232526.000000 Penalty: 5843.904785
	Iteration 13Q: 3 clusters Score -1.523253e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -15235174.000000 Penalty: 5843.904785
	Iteration 14Q: 3 clusters Score -1.523517e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 102506 members 
Entering Unmasked Estep 
Score: -15238337.000000 Penalty: 5843.904785
	Iteration 15Q: 3 clusters Score -1.523834e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -15241875.000000 Penalty: 5843.904785
	Iteration 16Q: 3 clusters Score -1.524188e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 110635 members 
Entering Unmasked Estep 
Score: -15244991.000000 Penalty: 5843.904785
	Iteration 17Q: 3 clusters Score -1.524499e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 113642 members 
Entering Unmasked Estep 
Score: -15247381.000000 Penalty: 5843.904785
	Iteration 18Q: 3 clusters Score -1.524738e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -15249019.000000 Penalty: 5843.904785
	Iteration 19Q: 3 clusters Score -1.524902e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 117995 members 
Entering Unmasked Estep 
Score: -15250188.000000 Penalty: 5843.904785
	Iteration 20F: 3 clusters Score -1.525019e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 119631 members 
Entering Unmasked Estep 
Score: -15251093.000000 Penalty: 5843.904785
	Iteration 21Q: 3 clusters Score -1.525109e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 120977 members 
Entering Unmasked Estep 
Score: -15251748.000000 Penalty: 5843.904785
	Iteration 22Q: 3 clusters Score -1.525175e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -15252270.000000 Penalty: 5843.904785
	Iteration 23Q: 3 clusters Score -1.525227e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 123067 members 
Entering Unmasked Estep 
Score: -15252592.000000 Penalty: 5843.904785
	Iteration 24Q: 3 clusters Score -1.525259e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 123824 members 
Entering Unmasked Estep 
Score: -15252874.000000 Penalty: 5843.904785
	Iteration 25Q: 3 clusters Score -1.525287e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
Score: -15253129.000000 Penalty: 5843.904785
	Iteration 26Q: 3 clusters Score -1.525313e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 124972 members 
Entering Unmasked Estep 
Score: -15253334.000000 Penalty: 5843.904785
	Iteration 27Q: 3 clusters Score -1.525333e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 125424 members 
Entering Unmasked Estep 
Score: -15253467.000000 Penalty: 5843.904785
	Iteration 28Q: 3 clusters Score -1.525347e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 125814 members 
Entering Unmasked Estep 
Score: -15253695.000000 Penalty: 5843.904785
	Iteration 29Q: 3 clusters Score -1.52537e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 126125 members 
Entering Unmasked Estep 
Score: -15253803.000000 Penalty: 5843.904785
	Iteration 30Q: 3 clusters Score -1.52538e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 126391 members 
Entering Unmasked Estep 
Score: -15253912.000000 Penalty: 5843.904785
	Iteration 31Q: 3 clusters Score -1.525391e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 126642 members 
Entering Unmasked Estep 
Score: -15254047.000000 Penalty: 5843.904785
	Iteration 32Q: 3 clusters Score -1.525405e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -15254136.000000 Penalty: 5843.904785
	Iteration 33Q: 3 clusters Score -1.525414e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 127019 members 
Entering Unmasked Estep 
Score: -15254197.000000 Penalty: 5843.904785
	Iteration 34Q: 3 clusters Score -1.52542e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -15254224.000000 Penalty: 5843.904785
	Iteration 35Q: 3 clusters Score -1.525422e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 127275 members 
Entering Unmasked Estep 
Score: -15254290.000000 Penalty: 5843.904785
	Iteration 36Q: 3 clusters Score -1.525429e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 127384 members 
Entering Unmasked Estep 
Score: -15254331.000000 Penalty: 5843.904785
	Iteration 37Q: 3 clusters Score -1.525433e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -15254388.000000 Penalty: 5843.904785
	Iteration 38Q: 3 clusters Score -1.525439e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 127521 members 
Entering Unmasked Estep 
Score: -15254399.000000 Penalty: 5843.904785
	Iteration 39Q: 3 clusters Score -1.52544e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -15254407.000000 Penalty: 5843.904785
	Iteration 40F: 3 clusters Score -1.525441e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 127619 members 
Entering Unmasked Estep 
Score: -15254412.000000 Penalty: 5843.904785
	Iteration 41Q: 3 clusters Score -1.525441e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 127643 members 
Entering Unmasked Estep 
Score: -15254443.000000 Penalty: 5843.904785
	Iteration 42Q: 3 clusters Score -1.525444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -15254445.000000 Penalty: 5843.904785
	Iteration 43Q: 3 clusters Score -1.525444e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -15254438.000000 Penalty: 5843.904785
	Iteration 44Q: 3 clusters Score -1.525444e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 127701 members 
Entering Unmasked Estep 
Score: -15254453.000000 Penalty: 5843.904785
	Iteration 45Q: 3 clusters Score -1.525445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 127723 members 
Entering Unmasked Estep 
Score: -15254459.000000 Penalty: 5843.904785
	Iteration 46Q: 3 clusters Score -1.525446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 127742 members 
Entering Unmasked Estep 
Score: -15254455.000000 Penalty: 5843.904785
	Iteration 47Q: 3 clusters Score -1.525446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -15254462.000000 Penalty: 5843.904785
	Iteration 48Q: 3 clusters Score -1.525446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 127763 members 
Entering Unmasked Estep 
Score: -15254459.000000 Penalty: 5843.904785
	Iteration 49Q: 3 clusters Score -1.525446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 127775 members 
Entering Unmasked Estep 
Score: -15254465.000000 Penalty: 5843.904785
	Iteration 50Q: 3 clusters Score -1.525446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
Score: -15254472.000000 Penalty: 5843.904785
	Iteration 51Q: 3 clusters Score -1.525447e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 127793 members 
Entering Unmasked Estep 
Score: -15254480.000000 Penalty: 5843.904785
	Iteration 52Q: 3 clusters Score -1.525448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 127806 members 
Entering Unmasked Estep 
Score: -15254455.000000 Penalty: 5843.904785
	Iteration 53Q: 3 clusters Score -1.525446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 127815 members 
Entering Unmasked Estep 
Score: -15254471.000000 Penalty: 5843.904785
	Iteration 54Q: 3 clusters Score -1.525447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -15254474.000000 Penalty: 5843.904785
	Iteration 55Q: 3 clusters Score -1.525447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -15254468.000000 Penalty: 5843.904785
	Iteration 56Q: 3 clusters Score -1.525447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 127837 members 
Entering Unmasked Estep 
Score: -15254463.000000 Penalty: 5843.904785
	Iteration 57Q: 3 clusters Score -1.525446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 127839 members 
Entering Unmasked Estep 
Score: -15254460.000000 Penalty: 5843.904785
	Iteration 58Q: 3 clusters Score -1.525446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -15254472.000000 Penalty: 5843.904785
	Iteration 59Q: 3 clusters Score -1.525447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 127847 members 
Entering Unmasked Estep 
Score: -15254475.000000 Penalty: 5843.904785
	Iteration 60F: 3 clusters Score -1.525448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 127848 members 
Entering Unmasked Estep 
Score: -15254472.000000 Penalty: 5843.904785
	Iteration 61Q: 3 clusters Score -1.525447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 127851 members 
Entering Unmasked Estep 
Score: -15254479.000000 Penalty: 5843.904785
	Iteration 62Q: 3 clusters Score -1.525448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 127852 members 
Entering Unmasked Estep 
Score: -15254479.000000 Penalty: 5843.904785
	Iteration 63Q: 3 clusters Score -1.525448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -15254486.000000 Penalty: 5843.904785
	Iteration 64Q: 3 clusters Score -1.525449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 127856 members 
Entering Unmasked Estep 
Score: -15254476.000000 Penalty: 5843.904785
	Iteration 65Q: 3 clusters Score -1.525448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 127859 members 
Entering Unmasked Estep 
Score: -15254491.000000 Penalty: 5843.904785
	Iteration 66Q: 3 clusters Score -1.525449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 127864 members 
Entering Unmasked Estep 
Score: -15254488.000000 Penalty: 5843.904785
	Iteration 67Q: 3 clusters Score -1.525449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 127866 members 
Entering Unmasked Estep 
Score: -15254480.000000 Penalty: 5843.904785
	Iteration 68Q: 3 clusters Score -1.525448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 127869 members 
Entering Unmasked Estep 
Score: -15254476.000000 Penalty: 5843.904785
	Iteration 69Q: 3 clusters Score -1.525448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 127870 members 
Entering Unmasked Estep 
Score: -15254489.000000 Penalty: 5843.904785
	Iteration 70Q: 3 clusters Score -1.525449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 127871 members 
Entering Unmasked Estep 
Score: -15254486.000000 Penalty: 5843.904785
	Iteration 71Q: 3 clusters Score -1.525449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 127874 members 
Entering Unmasked Estep 
Score: -15254497.000000 Penalty: 5843.904785
	Iteration 72Q: 3 clusters Score -1.52545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 127876 members 
Entering Unmasked Estep 
Score: -15254496.000000 Penalty: 5843.904785
	Iteration 73Q: 3 clusters Score -1.52545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 127878 members 
Entering Unmasked Estep 
Score: -15254499.000000 Penalty: 5843.904785
	Iteration 74Q: 3 clusters Score -1.52545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -15254493.000000 Penalty: 5843.904785
	Iteration 75Q: 3 clusters Score -1.525449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 127880 members 
Entering Unmasked Estep 
Score: -15254493.000000 Penalty: 5843.904785
	Iteration 76F: 3 clusters Score -1.525449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1668960.125000 Penalty: 2383.010986
	Iteration 0F: 2 clusters Score -1668960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1658093.625000 Penalty: 4766.021973
	Iteration 0F: 3 clusters Score -1658094 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1661649.000000 Penalty: 4766.021973
	Iteration 1F: 3 clusters Score -1661649 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1662155.250000 Penalty: 4766.021973
	Iteration 2F: 3 clusters Score -1662155 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1662615.000000 Penalty: 4766.021973
	Iteration 3F: 3 clusters Score -1662615 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1663090.750000 Penalty: 4766.021973
	Iteration 4F: 3 clusters Score -1663091 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1663524.750000 Penalty: 4766.021973
	Iteration 5Q: 3 clusters Score -1663525 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1663962.250000 Penalty: 4766.021973
	Iteration 6Q: 3 clusters Score -1663962 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1664390.000000 Penalty: 4766.021973
	Iteration 7Q: 3 clusters Score -1664390 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1664790.000000 Penalty: 4766.021973
	Iteration 8Q: 3 clusters Score -1664790 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1665154.250000 Penalty: 4766.021973
	Iteration 9Q: 3 clusters Score -1665154 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1665535.500000 Penalty: 4766.021973
	Iteration 10Q: 3 clusters Score -1665536 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1665836.125000 Penalty: 4766.021973
	Iteration 11Q: 3 clusters Score -1665836 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1666111.000000 Penalty: 4766.021973
	Iteration 12Q: 3 clusters Score -1666111 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1666322.875000 Penalty: 4766.021973
	Iteration 13Q: 3 clusters Score -1666323 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1666475.250000 Penalty: 4766.021973
	Iteration 14Q: 3 clusters Score -1666475 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1666590.750000 Penalty: 4766.021973
	Iteration 15Q: 3 clusters Score -1666591 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1666689.750000 Penalty: 4766.021973
	Iteration 16Q: 3 clusters Score -1666690 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1666755.000000 Penalty: 4766.021973
	Iteration 17Q: 3 clusters Score -1666755 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1666824.875000 Penalty: 4766.021973
	Iteration 18Q: 3 clusters Score -1666825 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1666886.125000 Penalty: 4766.021973
	Iteration 19Q: 3 clusters Score -1666886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1666943.000000 Penalty: 4766.021973
	Iteration 20F: 3 clusters Score -1666943 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1666977.500000 Penalty: 4766.021973
	Iteration 21Q: 3 clusters Score -1666978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1667003.000000 Penalty: 4766.021973
	Iteration 22Q: 3 clusters Score -1667003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1667018.625000 Penalty: 4766.021973
	Iteration 23Q: 3 clusters Score -1667019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1667033.000000 Penalty: 4766.021973
	Iteration 24Q: 3 clusters Score -1667033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1667035.750000 Penalty: 4766.021973
	Iteration 25Q: 3 clusters Score -1667036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1667039.125000 Penalty: 4766.021973
	Iteration 26Q: 3 clusters Score -1667039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1667036.875000 Penalty: 4766.021973
	Iteration 27Q: 3 clusters Score -1667037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1667046.000000 Penalty: 4766.021973
	Iteration 28Q: 3 clusters Score -1667046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1667049.125000 Penalty: 4766.021973
	Iteration 29Q: 3 clusters Score -1667049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1667053.250000 Penalty: 4766.021973
	Iteration 30Q: 3 clusters Score -1667053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1667057.750000 Penalty: 4766.021973
	Iteration 31Q: 3 clusters Score -1667058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1667055.250000 Penalty: 4766.021973
	Iteration 32Q: 3 clusters Score -1667055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1667060.375000 Penalty: 4766.021973
	Iteration 33Q: 3 clusters Score -1667060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1667062.375000 Penalty: 4766.021973
	Iteration 34Q: 3 clusters Score -1667062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1667068.250000 Penalty: 4766.021973
	Iteration 35Q: 3 clusters Score -1667068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1667068.750000 Penalty: 4766.021973
	Iteration 36Q: 3 clusters Score -1667069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1667068.125000 Penalty: 4766.021973
	Iteration 37Q: 3 clusters Score -1667068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1667068.125000 Penalty: 4766.021973
	Iteration 38F: 3 clusters Score -1667068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Entering Unmasked Estep 
Score: -2638634.250000 Penalty: 2490.801270
	Iteration 0F: 2 clusters Score -2638634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2622652.500000 Penalty: 4981.602539
	Iteration 0F: 3 clusters Score -2622652 nChanged 10155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2628146.000000 Penalty: 4981.602539
	Iteration 1F: 3 clusters Score -2628146 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2628734.000000 Penalty: 4981.602539
	Iteration 2F: 3 clusters Score -2628734 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2629350.250000 Penalty: 4981.602539
	Iteration 3F: 3 clusters Score -2629350 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2629998.750000 Penalty: 4981.602539
	Iteration 4F: 3 clusters Score -2629999 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2630689.500000 Penalty: 4981.602539
	Iteration 5F: 3 clusters Score -2630690 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2631403.000000 Penalty: 4981.602539
	Iteration 6F: 3 clusters Score -2631403 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2632187.250000 Penalty: 4981.602539
	Iteration 7F: 3 clusters Score -2632187 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2633074.000000 Penalty: 4981.602539
	Iteration 8F: 3 clusters Score -2633074 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2634061.000000 Penalty: 4981.602539
	Iteration 9Q: 3 clusters Score -2634061 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2635138.000000 Penalty: 4981.602539
	Iteration 10Q: 3 clusters Score -2635138 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2635952.750000 Penalty: 4981.602539
	Iteration 11Q: 3 clusters Score -2635953 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2636372.000000 Penalty: 4981.602539
	Iteration 12Q: 3 clusters Score -2636372 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2636527.000000 Penalty: 4981.602539
	Iteration 13Q: 3 clusters Score -2636527 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2636615.250000 Penalty: 4981.602539
	Iteration 14Q: 3 clusters Score -2636615 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2636655.000000 Penalty: 4981.602539
	Iteration 15Q: 3 clusters Score -2636655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2636679.000000 Penalty: 4981.602539
	Iteration 16Q: 3 clusters Score -2636679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2636702.500000 Penalty: 4981.602539
	Iteration 17Q: 3 clusters Score -2636702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2636719.500000 Penalty: 4981.602539
	Iteration 18Q: 3 clusters Score -2636720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2636736.000000 Penalty: 4981.602539
	Iteration 19Q: 3 clusters Score -2636736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2636748.750000 Penalty: 4981.602539
	Iteration 20F: 3 clusters Score -2636749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2636753.500000 Penalty: 4981.602539
	Iteration 21Q: 3 clusters Score -2636754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2636756.750000 Penalty: 4981.602539
	Iteration 22Q: 3 clusters Score -2636757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2636757.250000 Penalty: 4981.602539
	Iteration 23Q: 3 clusters Score -2636757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2636754.000000 Penalty: 4981.602539
	Iteration 24Q: 3 clusters Score -2636754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2636763.250000 Penalty: 4981.602539
	Iteration 25Q: 3 clusters Score -2636763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2636762.000000 Penalty: 4981.602539
	Iteration 26Q: 3 clusters Score -2636762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2636761.500000 Penalty: 4981.602539
	Iteration 27Q: 3 clusters Score -2636762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2636770.000000 Penalty: 4981.602539
	Iteration 28Q: 3 clusters Score -2636770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2636770.250000 Penalty: 4981.602539
	Iteration 29Q: 3 clusters Score -2636770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2636772.750000 Penalty: 4981.602539
	Iteration 30Q: 3 clusters Score -2636773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2636768.500000 Penalty: 4981.602539
	Iteration 31Q: 3 clusters Score -2636768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2636770.000000 Penalty: 4981.602539
	Iteration 32Q: 3 clusters Score -2636770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2636772.500000 Penalty: 4981.602539
	Iteration 33Q: 3 clusters Score -2636772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2636776.250000 Penalty: 4981.602539
	Iteration 34Q: 3 clusters Score -2636776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2636773.750000 Penalty: 4981.602539
	Iteration 35Q: 3 clusters Score -2636774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2636775.250000 Penalty: 4981.602539
	Iteration 36Q: 3 clusters Score -2636775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2636774.750000 Penalty: 4981.602539
	Iteration 37Q: 3 clusters Score -2636775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2636781.000000 Penalty: 4981.602539
	Iteration 38Q: 3 clusters Score -2636781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2636781.750000 Penalty: 4981.602539
	Iteration 39Q: 3 clusters Score -2636782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2636778.000000 Penalty: 4981.602539
	Iteration 40F: 3 clusters Score -2636778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2636782.750000 Penalty: 4981.602539
	Iteration 41Q: 3 clusters Score -2636783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2636780.750000 Penalty: 4981.602539
	Iteration 42Q: 3 clusters Score -2636781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2636778.000000 Penalty: 4981.602539
	Iteration 43Q: 3 clusters Score -2636778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2636779.000000 Penalty: 4981.602539
	Iteration 44Q: 3 clusters Score -2636779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2636779.000000 Penalty: 4981.602539
	Iteration 45F: 3 clusters Score -2636779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -185393.687500 Penalty: 1850.344238
	Iteration 0F: 2 clusters Score -185393.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -182937.296875 Penalty: 3700.688477
	Iteration 0F: 3 clusters Score -182937.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -183329.984375 Penalty: 3700.688477
	Iteration 1F: 3 clusters Score -183330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -183456.828125 Penalty: 3700.688477
	Iteration 2F: 3 clusters Score -183456.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -183546.890625 Penalty: 3700.688477
	Iteration 3F: 3 clusters Score -183546.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183602.078125 Penalty: 3700.688477
	Iteration 4Q: 3 clusters Score -183602.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -183628.453125 Penalty: 3700.688477
	Iteration 5Q: 3 clusters Score -183628.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -183657.062500 Penalty: 3700.688477
	Iteration 6Q: 3 clusters Score -183657.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -183676.703125 Penalty: 3700.688477
	Iteration 7Q: 3 clusters Score -183676.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -183693.109375 Penalty: 3700.688477
	Iteration 8Q: 3 clusters Score -183693.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -183704.718750 Penalty: 3700.688477
	Iteration 9Q: 3 clusters Score -183704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -183713.140625 Penalty: 3700.688477
	Iteration 10Q: 3 clusters Score -183713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -183722.765625 Penalty: 3700.688477
	Iteration 11Q: 3 clusters Score -183722.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -183734.640625 Penalty: 3700.688477
	Iteration 12Q: 3 clusters Score -183734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -183740.750000 Penalty: 3700.688477
	Iteration 13Q: 3 clusters Score -183740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -183742.375000 Penalty: 3700.688477
	Iteration 14Q: 3 clusters Score -183742.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -183745.781250 Penalty: 3700.688477
	Iteration 15Q: 3 clusters Score -183745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -183748.218750 Penalty: 3700.688477
	Iteration 16Q: 3 clusters Score -183748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -183749.843750 Penalty: 3700.688477
	Iteration 17Q: 3 clusters Score -183749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -183751.281250 Penalty: 3700.688477
	Iteration 18Q: 3 clusters Score -183751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -183753.640625 Penalty: 3700.688477
	Iteration 19Q: 3 clusters Score -183753.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -183755.140625 Penalty: 3700.688477
	Iteration 20F: 3 clusters Score -183755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -183756.203125 Penalty: 3700.688477
	Iteration 21Q: 3 clusters Score -183756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -183758.109375 Penalty: 3700.688477
	Iteration 22Q: 3 clusters Score -183758.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -183758.421875 Penalty: 3700.688477
	Iteration 23Q: 3 clusters Score -183758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -183759.500000 Penalty: 3700.688477
	Iteration 24Q: 3 clusters Score -183759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -183763.500000 Penalty: 3700.688477
	Iteration 25Q: 3 clusters Score -183763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -183764.625000 Penalty: 3700.688477
	Iteration 26Q: 3 clusters Score -183764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -183765.375000 Penalty: 3700.688477
	Iteration 27Q: 3 clusters Score -183765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -183765.968750 Penalty: 3700.688477
	Iteration 28Q: 3 clusters Score -183766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -183767.406250 Penalty: 3700.688477
	Iteration 29Q: 3 clusters Score -183767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -183768.593750 Penalty: 3700.688477
	Iteration 30Q: 3 clusters Score -183768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -183770.000000 Penalty: 3700.688477
	Iteration 31Q: 3 clusters Score -183770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -183770.000000 Penalty: 3700.688477
	Iteration 32F: 3 clusters Score -183770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (46858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Entering Unmasked Estep 
Score: -4964206.500000 Penalty: 2667.209473
	Iteration 0F: 2 clusters Score -4964206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -4932588.500000 Penalty: 5334.418945
	Iteration 0F: 3 clusters Score -4932588 nChanged 21625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4945152.500000 Penalty: 5334.418945
	Iteration 1F: 3 clusters Score -4945152 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4946513.000000 Penalty: 5334.418945
	Iteration 2F: 3 clusters Score -4946513 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4948044.500000 Penalty: 5334.418945
	Iteration 3F: 3 clusters Score -4948044 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -4949721.500000 Penalty: 5334.418945
	Iteration 4F: 3 clusters Score -4949722 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4951603.000000 Penalty: 5334.418945
	Iteration 5F: 3 clusters Score -4951603 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4953561.000000 Penalty: 5334.418945
	Iteration 6F: 3 clusters Score -4953561 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -4955256.500000 Penalty: 5334.418945
	Iteration 7F: 3 clusters Score -4955256 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4956371.000000 Penalty: 5334.418945
	Iteration 8Q: 3 clusters Score -4956371 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4957009.000000 Penalty: 5334.418945
	Iteration 9Q: 3 clusters Score -4957009 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4957412.500000 Penalty: 5334.418945
	Iteration 10Q: 3 clusters Score -4957412 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -4957693.500000 Penalty: 5334.418945
	Iteration 11Q: 3 clusters Score -4957694 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -4957894.500000 Penalty: 5334.418945
	Iteration 12Q: 3 clusters Score -4957894 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4958110.500000 Penalty: 5334.418945
	Iteration 13Q: 3 clusters Score -4958110 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -4958343.500000 Penalty: 5334.418945
	Iteration 14Q: 3 clusters Score -4958344 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4958588.500000 Penalty: 5334.418945
	Iteration 15Q: 3 clusters Score -4958588 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4958945.000000 Penalty: 5334.418945
	Iteration 16Q: 3 clusters Score -4958945 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4959351.000000 Penalty: 5334.418945
	Iteration 17Q: 3 clusters Score -4959351 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4959889.500000 Penalty: 5334.418945
	Iteration 18Q: 3 clusters Score -4959890 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -4960438.500000 Penalty: 5334.418945
	Iteration 19Q: 3 clusters Score -4960438 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -4960991.000000 Penalty: 5334.418945
	Iteration 20F: 3 clusters Score -4960991 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4961616.500000 Penalty: 5334.418945
	Iteration 21Q: 3 clusters Score -4961616 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4962255.500000 Penalty: 5334.418945
	Iteration 22Q: 3 clusters Score -4962256 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4962814.500000 Penalty: 5334.418945
	Iteration 23Q: 3 clusters Score -4962814 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4963393.000000 Penalty: 5334.418945
	Iteration 24Q: 3 clusters Score -4963393 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4963895.500000 Penalty: 5334.418945
	Iteration 25Q: 3 clusters Score -4963896 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -4964331.000000 Penalty: 5334.418945
	Iteration 26Q: 3 clusters Score -4964331 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4964578.500000 Penalty: 5334.418945
	Iteration 27Q: 3 clusters Score -4964578 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4964813.500000 Penalty: 5334.418945
	Iteration 28Q: 3 clusters Score -4964814 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -4964953.000000 Penalty: 5334.418945
	Iteration 29Q: 3 clusters Score -4964953 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -4965046.000000 Penalty: 5334.418945
	Iteration 30Q: 3 clusters Score -4965046 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -4965131.000000 Penalty: 5334.418945
	Iteration 31Q: 3 clusters Score -4965131 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -4965188.500000 Penalty: 5334.418945
	Iteration 32Q: 3 clusters Score -4965188 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -4965245.500000 Penalty: 5334.418945
	Iteration 33Q: 3 clusters Score -4965246 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4965289.000000 Penalty: 5334.418945
	Iteration 34Q: 3 clusters Score -4965289 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -4965322.500000 Penalty: 5334.418945
	Iteration 35Q: 3 clusters Score -4965322 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4965361.000000 Penalty: 5334.418945
	Iteration 36Q: 3 clusters Score -4965361 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -4965375.000000 Penalty: 5334.418945
	Iteration 37Q: 3 clusters Score -4965375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -4965367.500000 Penalty: 5334.418945
	Iteration 38Q: 3 clusters Score -4965368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -4965375.000000 Penalty: 5334.418945
	Iteration 39Q: 3 clusters Score -4965375 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -4965399.500000 Penalty: 5334.418945
	Iteration 40F: 3 clusters Score -4965400 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -4965392.500000 Penalty: 5334.418945
	Iteration 41Q: 3 clusters Score -4965392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4965402.500000 Penalty: 5334.418945
	Iteration 42Q: 3 clusters Score -4965402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -4965408.500000 Penalty: 5334.418945
	Iteration 43Q: 3 clusters Score -4965408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -4965425.000000 Penalty: 5334.418945
	Iteration 44Q: 3 clusters Score -4965425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -4965428.500000 Penalty: 5334.418945
	Iteration 45Q: 3 clusters Score -4965428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -4965441.000000 Penalty: 5334.418945
	Iteration 46Q: 3 clusters Score -4965441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -4965451.000000 Penalty: 5334.418945
	Iteration 47Q: 3 clusters Score -4965451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -4965459.000000 Penalty: 5334.418945
	Iteration 48Q: 3 clusters Score -4965459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -4965463.500000 Penalty: 5334.418945
	Iteration 49Q: 3 clusters Score -4965464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -4965462.500000 Penalty: 5334.418945
	Iteration 50Q: 3 clusters Score -4965462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -4965470.000000 Penalty: 5334.418945
	Iteration 51Q: 3 clusters Score -4965470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -4965471.500000 Penalty: 5334.418945
	Iteration 52Q: 3 clusters Score -4965472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -4965483.500000 Penalty: 5334.418945
	Iteration 53Q: 3 clusters Score -4965484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -4965478.500000 Penalty: 5334.418945
	Iteration 54Q: 3 clusters Score -4965478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -4965483.000000 Penalty: 5334.418945
	Iteration 55Q: 3 clusters Score -4965483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4965480.500000 Penalty: 5334.418945
	Iteration 56Q: 3 clusters Score -4965480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -4965480.500000 Penalty: 5334.418945
	Iteration 57Q: 3 clusters Score -4965480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -4965481.000000 Penalty: 5334.418945
	Iteration 58Q: 3 clusters Score -4965481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -4965486.500000 Penalty: 5334.418945
	Iteration 59Q: 3 clusters Score -4965486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -4965482.500000 Penalty: 5334.418945
	Iteration 60F: 3 clusters Score -4965482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4965484.000000 Penalty: 5334.418945
	Iteration 61Q: 3 clusters Score -4965484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -4965479.000000 Penalty: 5334.418945
	Iteration 62Q: 3 clusters Score -4965479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -4965480.500000 Penalty: 5334.418945
	Iteration 63Q: 3 clusters Score -4965480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4965482.000000 Penalty: 5334.418945
	Iteration 64Q: 3 clusters Score -4965482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -4965483.500000 Penalty: 5334.418945
	Iteration 65Q: 3 clusters Score -4965484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -4965486.000000 Penalty: 5334.418945
	Iteration 66Q: 3 clusters Score -4965486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -4965486.000000 Penalty: 5334.418945
	Iteration 67F: 3 clusters Score -4965486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174331 members 
Mstep: Class 4 contains 96693 members 
Mstep: Class 5 contains 22396 members 
Mstep: Class 6 contains 249873 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 244737 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 60870 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 14 contains 41528 members 
Mstep: Class 15 contains 33904 members 
Mstep: Class 16 contains 184938 members 
Mstep: Class 17 contains 11458 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 122355 members 
Mstep: Class 20 contains 30438 members 
Mstep: Class 21 contains 34005 members 
Mstep: Class 22 contains 18473 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 130884 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 23007 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 5363 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 11370 members 
Mstep: Class 32 contains 100590 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10372 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41615 members 
Mstep: Class 38 contains 22172 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57593 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 41495 members 
Entering Unmasked Estep 
Score: -225988752.000000 Penalty: 158390.203125
Splitting cluster 29 changes total score from -225988480.000000 to -225988752.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (11104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Entering Unmasked Estep 
Score: -1157646.625000 Penalty: 2310.135010
	Iteration 0F: 2 clusters Score -1157647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1149308.500000 Penalty: 4620.270020
	Iteration 0F: 3 clusters Score -1149308 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1152092.500000 Penalty: 4620.270020
	Iteration 1F: 3 clusters Score -1152092 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1152724.250000 Penalty: 4620.270020
	Iteration 2F: 3 clusters Score -1152724 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1153291.250000 Penalty: 4620.270020
	Iteration 3F: 3 clusters Score -1153291 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1153791.125000 Penalty: 4620.270020
	Iteration 4F: 3 clusters Score -1153791 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1154228.500000 Penalty: 4620.270020
	Iteration 5F: 3 clusters Score -1154228 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1154585.000000 Penalty: 4620.270020
	Iteration 6F: 3 clusters Score -1154585 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1154847.750000 Penalty: 4620.270020
	Iteration 7Q: 3 clusters Score -1154848 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1155017.500000 Penalty: 4620.270020
	Iteration 8Q: 3 clusters Score -1155018 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1155132.875000 Penalty: 4620.270020
	Iteration 9Q: 3 clusters Score -1155133 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1155231.625000 Penalty: 4620.270020
	Iteration 10Q: 3 clusters Score -1155232 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1155304.375000 Penalty: 4620.270020
	Iteration 11Q: 3 clusters Score -1155304 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1155353.625000 Penalty: 4620.270020
	Iteration 12Q: 3 clusters Score -1155354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1155390.500000 Penalty: 4620.270020
	Iteration 13Q: 3 clusters Score -1155390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1155433.000000 Penalty: 4620.270020
	Iteration 14Q: 3 clusters Score -1155433 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1155473.750000 Penalty: 4620.270020
	Iteration 15Q: 3 clusters Score -1155474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1155514.500000 Penalty: 4620.270020
	Iteration 16Q: 3 clusters Score -1155514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1155554.375000 Penalty: 4620.270020
	Iteration 17Q: 3 clusters Score -1155554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1155587.000000 Penalty: 4620.270020
	Iteration 18Q: 3 clusters Score -1155587 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1155610.875000 Penalty: 4620.270020
	Iteration 19Q: 3 clusters Score -1155611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1155627.000000 Penalty: 4620.270020
	Iteration 20F: 3 clusters Score -1155627 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1155638.625000 Penalty: 4620.270020
	Iteration 21Q: 3 clusters Score -1155639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1155651.250000 Penalty: 4620.270020
	Iteration 22Q: 3 clusters Score -1155651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1155659.000000 Penalty: 4620.270020
	Iteration 23Q: 3 clusters Score -1155659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1155669.375000 Penalty: 4620.270020
	Iteration 24Q: 3 clusters Score -1155669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1155675.875000 Penalty: 4620.270020
	Iteration 25Q: 3 clusters Score -1155676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1155677.125000 Penalty: 4620.270020
	Iteration 26Q: 3 clusters Score -1155677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1155676.875000 Penalty: 4620.270020
	Iteration 27Q: 3 clusters Score -1155677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1155680.625000 Penalty: 4620.270020
	Iteration 28Q: 3 clusters Score -1155681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1155681.375000 Penalty: 4620.270020
	Iteration 29Q: 3 clusters Score -1155681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1155682.250000 Penalty: 4620.270020
	Iteration 30Q: 3 clusters Score -1155682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1155682.125000 Penalty: 4620.270020
	Iteration 31Q: 3 clusters Score -1155682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1155683.500000 Penalty: 4620.270020
	Iteration 32Q: 3 clusters Score -1155684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1155682.750000 Penalty: 4620.270020
	Iteration 33Q: 3 clusters Score -1155683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1155683.750000 Penalty: 4620.270020
	Iteration 34Q: 3 clusters Score -1155684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1155686.625000 Penalty: 4620.270020
	Iteration 35Q: 3 clusters Score -1155687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1155685.875000 Penalty: 4620.270020
	Iteration 36Q: 3 clusters Score -1155686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1155687.375000 Penalty: 4620.270020
	Iteration 37Q: 3 clusters Score -1155687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1155687.000000 Penalty: 4620.270020
	Iteration 38Q: 3 clusters Score -1155687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1155689.750000 Penalty: 4620.270020
	Iteration 39Q: 3 clusters Score -1155690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1155690.125000 Penalty: 4620.270020
	Iteration 40F: 3 clusters Score -1155690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1155691.000000 Penalty: 4620.270020
	Iteration 41Q: 3 clusters Score -1155691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1155690.625000 Penalty: 4620.270020
	Iteration 42Q: 3 clusters Score -1155691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1155691.875000 Penalty: 4620.270020
	Iteration 43Q: 3 clusters Score -1155692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1155690.000000 Penalty: 4620.270020
	Iteration 44Q: 3 clusters Score -1155690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1155689.500000 Penalty: 4620.270020
	Iteration 45Q: 3 clusters Score -1155690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1155689.750000 Penalty: 4620.270020
	Iteration 46Q: 3 clusters Score -1155690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1155690.125000 Penalty: 4620.270020
	Iteration 47Q: 3 clusters Score -1155690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1155691.000000 Penalty: 4620.270020
	Iteration 48Q: 3 clusters Score -1155691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1155691.625000 Penalty: 4620.270020
	Iteration 49Q: 3 clusters Score -1155692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1155690.875000 Penalty: 4620.270020
	Iteration 50Q: 3 clusters Score -1155691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1155689.625000 Penalty: 4620.270020
	Iteration 51Q: 3 clusters Score -1155690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1155690.250000 Penalty: 4620.270020
	Iteration 52Q: 3 clusters Score -1155690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1155692.500000 Penalty: 4620.270020
	Iteration 53Q: 3 clusters Score -1155692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1155692.500000 Penalty: 4620.270020
	Iteration 54F: 3 clusters Score -1155692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Entering Unmasked Estep 
Score: -1269224.250000 Penalty: 2316.005859
	Iteration 0F: 2 clusters Score -1269224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1260610.375000 Penalty: 4632.011719
	Iteration 0F: 3 clusters Score -1260610 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1263261.625000 Penalty: 4632.011719
	Iteration 1F: 3 clusters Score -1263262 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1263512.625000 Penalty: 4632.011719
	Iteration 2F: 3 clusters Score -1263513 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1263672.500000 Penalty: 4632.011719
	Iteration 3Q: 3 clusters Score -1263672 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1263798.625000 Penalty: 4632.011719
	Iteration 4Q: 3 clusters Score -1263799 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1263899.250000 Penalty: 4632.011719
	Iteration 5Q: 3 clusters Score -1263899 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1263992.250000 Penalty: 4632.011719
	Iteration 6Q: 3 clusters Score -1263992 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1264069.000000 Penalty: 4632.011719
	Iteration 7Q: 3 clusters Score -1264069 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1264148.250000 Penalty: 4632.011719
	Iteration 8Q: 3 clusters Score -1264148 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1264239.625000 Penalty: 4632.011719
	Iteration 9Q: 3 clusters Score -1264240 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1264342.125000 Penalty: 4632.011719
	Iteration 10Q: 3 clusters Score -1264342 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1264447.375000 Penalty: 4632.011719
	Iteration 11Q: 3 clusters Score -1264447 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1264569.750000 Penalty: 4632.011719
	Iteration 12Q: 3 clusters Score -1264570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1264720.500000 Penalty: 4632.011719
	Iteration 13Q: 3 clusters Score -1264720 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1264905.625000 Penalty: 4632.011719
	Iteration 14Q: 3 clusters Score -1264906 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1265130.250000 Penalty: 4632.011719
	Iteration 15Q: 3 clusters Score -1265130 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1265372.500000 Penalty: 4632.011719
	Iteration 16Q: 3 clusters Score -1265372 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1265677.750000 Penalty: 4632.011719
	Iteration 17Q: 3 clusters Score -1265678 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1265976.250000 Penalty: 4632.011719
	Iteration 18Q: 3 clusters Score -1265976 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1266267.250000 Penalty: 4632.011719
	Iteration 19Q: 3 clusters Score -1266267 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1266486.000000 Penalty: 4632.011719
	Iteration 20F: 3 clusters Score -1266486 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1266695.625000 Penalty: 4632.011719
	Iteration 21Q: 3 clusters Score -1266696 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1266886.750000 Penalty: 4632.011719
	Iteration 22Q: 3 clusters Score -1266887 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1267030.375000 Penalty: 4632.011719
	Iteration 23Q: 3 clusters Score -1267030 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1267129.375000 Penalty: 4632.011719
	Iteration 24Q: 3 clusters Score -1267129 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1267178.500000 Penalty: 4632.011719
	Iteration 25Q: 3 clusters Score -1267178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1267225.000000 Penalty: 4632.011719
	Iteration 26Q: 3 clusters Score -1267225 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1267263.250000 Penalty: 4632.011719
	Iteration 27Q: 3 clusters Score -1267263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1267301.500000 Penalty: 4632.011719
	Iteration 28Q: 3 clusters Score -1267302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1267325.625000 Penalty: 4632.011719
	Iteration 29Q: 3 clusters Score -1267326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1267340.250000 Penalty: 4632.011719
	Iteration 30Q: 3 clusters Score -1267340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1267350.375000 Penalty: 4632.011719
	Iteration 31Q: 3 clusters Score -1267350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1267358.875000 Penalty: 4632.011719
	Iteration 32Q: 3 clusters Score -1267359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1267362.750000 Penalty: 4632.011719
	Iteration 33Q: 3 clusters Score -1267363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1267369.250000 Penalty: 4632.011719
	Iteration 34Q: 3 clusters Score -1267369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1267379.750000 Penalty: 4632.011719
	Iteration 35Q: 3 clusters Score -1267380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1267379.625000 Penalty: 4632.011719
	Iteration 36Q: 3 clusters Score -1267380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1267383.500000 Penalty: 4632.011719
	Iteration 37Q: 3 clusters Score -1267384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1267388.500000 Penalty: 4632.011719
	Iteration 38Q: 3 clusters Score -1267388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1267394.250000 Penalty: 4632.011719
	Iteration 39Q: 3 clusters Score -1267394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1267394.500000 Penalty: 4632.011719
	Iteration 40F: 3 clusters Score -1267394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1267395.375000 Penalty: 4632.011719
	Iteration 41Q: 3 clusters Score -1267395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1267395.750000 Penalty: 4632.011719
	Iteration 42Q: 3 clusters Score -1267396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1267397.250000 Penalty: 4632.011719
	Iteration 43Q: 3 clusters Score -1267397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1267399.125000 Penalty: 4632.011719
	Iteration 44Q: 3 clusters Score -1267399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1267401.000000 Penalty: 4632.011719
	Iteration 45Q: 3 clusters Score -1267401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1267402.750000 Penalty: 4632.011719
	Iteration 46Q: 3 clusters Score -1267403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1267401.375000 Penalty: 4632.011719
	Iteration 47Q: 3 clusters Score -1267401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1267403.750000 Penalty: 4632.011719
	Iteration 48Q: 3 clusters Score -1267404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1267405.500000 Penalty: 4632.011719
	Iteration 49Q: 3 clusters Score -1267406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1267406.250000 Penalty: 4632.011719
	Iteration 50Q: 3 clusters Score -1267406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1267407.125000 Penalty: 4632.011719
	Iteration 51Q: 3 clusters Score -1267407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1267407.125000 Penalty: 4632.011719
	Iteration 52F: 3 clusters Score -1267407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (100590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100590 members 
Entering Unmasked Estep 
Score: -11910313.000000 Penalty: 2856.664551
	Iteration 0F: 2 clusters Score -1.191031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -11843033.000000 Penalty: 5713.329102
	Iteration 0F: 3 clusters Score -1.184303e+07 nChanged 47863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -11870037.000000 Penalty: 5713.329102
	Iteration 1F: 3 clusters Score -1.187004e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -11871141.000000 Penalty: 5713.329102
	Iteration 2Q: 3 clusters Score -1.187114e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -11872974.000000 Penalty: 5713.329102
	Iteration 3Q: 3 clusters Score -1.187297e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -11876428.000000 Penalty: 5713.329102
	Iteration 4F: 3 clusters Score -1.187643e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -11881843.000000 Penalty: 5713.329102
	Iteration 5F: 3 clusters Score -1.188184e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -11889123.000000 Penalty: 5713.329102
	Iteration 6F: 3 clusters Score -1.188912e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -11896559.000000 Penalty: 5713.329102
	Iteration 7F: 3 clusters Score -1.189656e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -11902133.000000 Penalty: 5713.329102
	Iteration 8F: 3 clusters Score -1.190213e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -11905264.000000 Penalty: 5713.329102
	Iteration 9Q: 3 clusters Score -1.190526e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11906778.000000 Penalty: 5713.329102
	Iteration 10Q: 3 clusters Score -1.190678e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99291 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11907333.000000 Penalty: 5713.329102
	Iteration 11Q: 3 clusters Score -1.190733e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11907642.000000 Penalty: 5713.329102
	Iteration 12Q: 3 clusters Score -1.190764e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11907756.000000 Penalty: 5713.329102
	Iteration 13Q: 3 clusters Score -1.190776e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11907811.000000 Penalty: 5713.329102
	Iteration 14Q: 3 clusters Score -1.190781e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11907865.000000 Penalty: 5713.329102
	Iteration 15Q: 3 clusters Score -1.190786e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11907901.000000 Penalty: 5713.329102
	Iteration 16Q: 3 clusters Score -1.19079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11907933.000000 Penalty: 5713.329102
	Iteration 17Q: 3 clusters Score -1.190793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11907958.000000 Penalty: 5713.329102
	Iteration 18Q: 3 clusters Score -1.190796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99926 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11907958.000000 Penalty: 5713.329102
	Iteration 19Q: 3 clusters Score -1.190796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99938 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11907955.000000 Penalty: 5713.329102
	Iteration 20F: 3 clusters Score -1.190796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11907958.000000 Penalty: 5713.329102
	Iteration 21Q: 3 clusters Score -1.190796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11907959.000000 Penalty: 5713.329102
	Iteration 22Q: 3 clusters Score -1.190796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99937 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11907957.000000 Penalty: 5713.329102
	Iteration 23Q: 3 clusters Score -1.190796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11907970.000000 Penalty: 5713.329102
	Iteration 24Q: 3 clusters Score -1.190797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11907967.000000 Penalty: 5713.329102
	Iteration 25Q: 3 clusters Score -1.190797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99957 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11907971.000000 Penalty: 5713.329102
	Iteration 26Q: 3 clusters Score -1.190797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11907989.000000 Penalty: 5713.329102
	Iteration 27Q: 3 clusters Score -1.190799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11908002.000000 Penalty: 5713.329102
	Iteration 28Q: 3 clusters Score -1.1908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11907999.000000 Penalty: 5713.329102
	Iteration 29Q: 3 clusters Score -1.1908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99976 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11908009.000000 Penalty: 5713.329102
	Iteration 30Q: 3 clusters Score -1.190801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99978 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11908013.000000 Penalty: 5713.329102
	Iteration 31Q: 3 clusters Score -1.190801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99980 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11908016.000000 Penalty: 5713.329102
	Iteration 32Q: 3 clusters Score -1.190802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11908020.000000 Penalty: 5713.329102
	Iteration 33Q: 3 clusters Score -1.190802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11908024.000000 Penalty: 5713.329102
	Iteration 34Q: 3 clusters Score -1.190802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11908029.000000 Penalty: 5713.329102
	Iteration 35Q: 3 clusters Score -1.190803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11908035.000000 Penalty: 5713.329102
	Iteration 36Q: 3 clusters Score -1.190804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11908039.000000 Penalty: 5713.329102
	Iteration 37Q: 3 clusters Score -1.190804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11908045.000000 Penalty: 5713.329102
	Iteration 38Q: 3 clusters Score -1.190804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11908045.000000 Penalty: 5713.329102
	Iteration 39F: 3 clusters Score -1.190804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Entering Unmasked Estep 
Score: -436054.718750 Penalty: 2050.199951
	Iteration 0F: 2 clusters Score -436054.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -432242.875000 Penalty: 4100.399902
	Iteration 0F: 3 clusters Score -432242.9 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -433226.093750 Penalty: 4100.399902
	Iteration 1F: 3 clusters Score -433226.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -433518.187500 Penalty: 4100.399902
	Iteration 2F: 3 clusters Score -433518.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -433723.906250 Penalty: 4100.399902
	Iteration 3F: 3 clusters Score -433723.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -433885.875000 Penalty: 4100.399902
	Iteration 4F: 3 clusters Score -433885.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -433977.593750 Penalty: 4100.399902
	Iteration 5Q: 3 clusters Score -433977.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -434061.031250 Penalty: 4100.399902
	Iteration 6Q: 3 clusters Score -434061 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -434149.343750 Penalty: 4100.399902
	Iteration 7Q: 3 clusters Score -434149.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -434233.000000 Penalty: 4100.399902
	Iteration 8Q: 3 clusters Score -434233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -434309.468750 Penalty: 4100.399902
	Iteration 9Q: 3 clusters Score -434309.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -434364.218750 Penalty: 4100.399902
	Iteration 10Q: 3 clusters Score -434364.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -434420.312500 Penalty: 4100.399902
	Iteration 11Q: 3 clusters Score -434420.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -434485.687500 Penalty: 4100.399902
	Iteration 12Q: 3 clusters Score -434485.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -434537.312500 Penalty: 4100.399902
	Iteration 13Q: 3 clusters Score -434537.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -434586.062500 Penalty: 4100.399902
	Iteration 14Q: 3 clusters Score -434586.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -434637.562500 Penalty: 4100.399902
	Iteration 15Q: 3 clusters Score -434637.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -434713.031250 Penalty: 4100.399902
	Iteration 16Q: 3 clusters Score -434713 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -434765.312500 Penalty: 4100.399902
	Iteration 17Q: 3 clusters Score -434765.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -434795.343750 Penalty: 4100.399902
	Iteration 18Q: 3 clusters Score -434795.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -434812.312500 Penalty: 4100.399902
	Iteration 19Q: 3 clusters Score -434812.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -434826.312500 Penalty: 4100.399902
	Iteration 20F: 3 clusters Score -434826.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -434837.593750 Penalty: 4100.399902
	Iteration 21Q: 3 clusters Score -434837.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -434849.250000 Penalty: 4100.399902
	Iteration 22Q: 3 clusters Score -434849.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -434857.000000 Penalty: 4100.399902
	Iteration 23Q: 3 clusters Score -434857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -434862.375000 Penalty: 4100.399902
	Iteration 24Q: 3 clusters Score -434862.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -434865.281250 Penalty: 4100.399902
	Iteration 25Q: 3 clusters Score -434865.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -434867.750000 Penalty: 4100.399902
	Iteration 26Q: 3 clusters Score -434867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -434868.687500 Penalty: 4100.399902
	Iteration 27Q: 3 clusters Score -434868.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -434869.375000 Penalty: 4100.399902
	Iteration 28Q: 3 clusters Score -434869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -434871.062500 Penalty: 4100.399902
	Iteration 29Q: 3 clusters Score -434871.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -434872.531250 Penalty: 4100.399902
	Iteration 30Q: 3 clusters Score -434872.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -434875.281250 Penalty: 4100.399902
	Iteration 31Q: 3 clusters Score -434875.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -434878.031250 Penalty: 4100.399902
	Iteration 32Q: 3 clusters Score -434878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -434879.937500 Penalty: 4100.399902
	Iteration 33Q: 3 clusters Score -434879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -434881.031250 Penalty: 4100.399902
	Iteration 34Q: 3 clusters Score -434881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -434882.062500 Penalty: 4100.399902
	Iteration 35Q: 3 clusters Score -434882.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -434883.562500 Penalty: 4100.399902
	Iteration 36Q: 3 clusters Score -434883.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -434883.562500 Penalty: 4100.399902
	Iteration 37F: 3 clusters Score -434883.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Entering Unmasked Estep 
Score: -1124287.875000 Penalty: 2293.222656
	Iteration 0F: 2 clusters Score -1124288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1116331.125000 Penalty: 4586.445312
	Iteration 0F: 3 clusters Score -1116331 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1118753.125000 Penalty: 4586.445312
	Iteration 1F: 3 clusters Score -1118753 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1119296.000000 Penalty: 4586.445312
	Iteration 2F: 3 clusters Score -1119296 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1119928.375000 Penalty: 4586.445312
	Iteration 3F: 3 clusters Score -1119928 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1120577.875000 Penalty: 4586.445312
	Iteration 4F: 3 clusters Score -1120578 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1121152.500000 Penalty: 4586.445312
	Iteration 5F: 3 clusters Score -1121152 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1121617.875000 Penalty: 4586.445312
	Iteration 6F: 3 clusters Score -1121618 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1122036.375000 Penalty: 4586.445312
	Iteration 7F: 3 clusters Score -1122036 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1122400.625000 Penalty: 4586.445312
	Iteration 8Q: 3 clusters Score -1122401 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1122668.750000 Penalty: 4586.445312
	Iteration 9Q: 3 clusters Score -1122669 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1122891.375000 Penalty: 4586.445312
	Iteration 10Q: 3 clusters Score -1122891 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1123133.000000 Penalty: 4586.445312
	Iteration 11Q: 3 clusters Score -1123133 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1123364.125000 Penalty: 4586.445312
	Iteration 12Q: 3 clusters Score -1123364 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1123556.250000 Penalty: 4586.445312
	Iteration 13Q: 3 clusters Score -1123556 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1123660.500000 Penalty: 4586.445312
	Iteration 14Q: 3 clusters Score -1123660 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1123719.000000 Penalty: 4586.445312
	Iteration 15Q: 3 clusters Score -1123719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1123761.375000 Penalty: 4586.445312
	Iteration 16Q: 3 clusters Score -1123761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1123786.000000 Penalty: 4586.445312
	Iteration 17Q: 3 clusters Score -1123786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1123797.625000 Penalty: 4586.445312
	Iteration 18Q: 3 clusters Score -1123798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1123818.750000 Penalty: 4586.445312
	Iteration 19Q: 3 clusters Score -1123819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1123839.000000 Penalty: 4586.445312
	Iteration 20F: 3 clusters Score -1123839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1123855.375000 Penalty: 4586.445312
	Iteration 21Q: 3 clusters Score -1123855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1123870.250000 Penalty: 4586.445312
	Iteration 22Q: 3 clusters Score -1123870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1123879.625000 Penalty: 4586.445312
	Iteration 23Q: 3 clusters Score -1123880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1123888.125000 Penalty: 4586.445312
	Iteration 24Q: 3 clusters Score -1123888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1123896.625000 Penalty: 4586.445312
	Iteration 25Q: 3 clusters Score -1123897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1123902.000000 Penalty: 4586.445312
	Iteration 26Q: 3 clusters Score -1123902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1123906.500000 Penalty: 4586.445312
	Iteration 27Q: 3 clusters Score -1123906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1123910.125000 Penalty: 4586.445312
	Iteration 28Q: 3 clusters Score -1123910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1123914.000000 Penalty: 4586.445312
	Iteration 29Q: 3 clusters Score -1123914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1123915.625000 Penalty: 4586.445312
	Iteration 30Q: 3 clusters Score -1123916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1123915.875000 Penalty: 4586.445312
	Iteration 31Q: 3 clusters Score -1123916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1123921.250000 Penalty: 4586.445312
	Iteration 32Q: 3 clusters Score -1123921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1123921.125000 Penalty: 4586.445312
	Iteration 33Q: 3 clusters Score -1123921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1123926.500000 Penalty: 4586.445312
	Iteration 34Q: 3 clusters Score -1123926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1123928.250000 Penalty: 4586.445312
	Iteration 35Q: 3 clusters Score -1123928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1123931.125000 Penalty: 4586.445312
	Iteration 36Q: 3 clusters Score -1123931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1123936.625000 Penalty: 4586.445312
	Iteration 37Q: 3 clusters Score -1123937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1123941.250000 Penalty: 4586.445312
	Iteration 38Q: 3 clusters Score -1123941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1123941.625000 Penalty: 4586.445312
	Iteration 39Q: 3 clusters Score -1123942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1123942.750000 Penalty: 4586.445312
	Iteration 40F: 3 clusters Score -1123943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1123946.625000 Penalty: 4586.445312
	Iteration 41Q: 3 clusters Score -1123947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1123947.125000 Penalty: 4586.445312
	Iteration 42Q: 3 clusters Score -1123947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1123947.125000 Penalty: 4586.445312
	Iteration 43Q: 3 clusters Score -1123947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1123946.000000 Penalty: 4586.445312
	Iteration 44Q: 3 clusters Score -1123946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1123948.000000 Penalty: 4586.445312
	Iteration 45Q: 3 clusters Score -1123948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1123952.375000 Penalty: 4586.445312
	Iteration 46Q: 3 clusters Score -1123952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1123951.625000 Penalty: 4586.445312
	Iteration 47Q: 3 clusters Score -1123952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1123958.875000 Penalty: 4586.445312
	Iteration 48Q: 3 clusters Score -1123959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1123963.250000 Penalty: 4586.445312
	Iteration 49Q: 3 clusters Score -1123963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1123967.375000 Penalty: 4586.445312
	Iteration 50Q: 3 clusters Score -1123967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1123971.500000 Penalty: 4586.445312
	Iteration 51Q: 3 clusters Score -1123972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1123975.375000 Penalty: 4586.445312
	Iteration 52Q: 3 clusters Score -1123975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1123975.750000 Penalty: 4586.445312
	Iteration 53Q: 3 clusters Score -1123976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1123980.375000 Penalty: 4586.445312
	Iteration 54Q: 3 clusters Score -1123980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1123984.500000 Penalty: 4586.445312
	Iteration 55Q: 3 clusters Score -1123984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1123982.875000 Penalty: 4586.445312
	Iteration 56Q: 3 clusters Score -1123983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1123985.375000 Penalty: 4586.445312
	Iteration 57Q: 3 clusters Score -1123985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1123988.125000 Penalty: 4586.445312
	Iteration 58Q: 3 clusters Score -1123988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1123985.250000 Penalty: 4586.445312
	Iteration 59Q: 3 clusters Score -1123985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1123988.875000 Penalty: 4586.445312
	Iteration 60F: 3 clusters Score -1123989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1123992.375000 Penalty: 4586.445312
	Iteration 61Q: 3 clusters Score -1123992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1123992.500000 Penalty: 4586.445312
	Iteration 62Q: 3 clusters Score -1123992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1123992.750000 Penalty: 4586.445312
	Iteration 63Q: 3 clusters Score -1123993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1123992.875000 Penalty: 4586.445312
	Iteration 64Q: 3 clusters Score -1123993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1123993.625000 Penalty: 4586.445312
	Iteration 65Q: 3 clusters Score -1123994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1123998.500000 Penalty: 4586.445312
	Iteration 66Q: 3 clusters Score -1123998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1123998.750000 Penalty: 4586.445312
	Iteration 67Q: 3 clusters Score -1123999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1124001.625000 Penalty: 4586.445312
	Iteration 68Q: 3 clusters Score -1124002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1123999.375000 Penalty: 4586.445312
	Iteration 69Q: 3 clusters Score -1123999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1124002.875000 Penalty: 4586.445312
	Iteration 70Q: 3 clusters Score -1124003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1124003.500000 Penalty: 4586.445312
	Iteration 71Q: 3 clusters Score -1124004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1124007.875000 Penalty: 4586.445312
	Iteration 72Q: 3 clusters Score -1124008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1124010.250000 Penalty: 4586.445312
	Iteration 73Q: 3 clusters Score -1124010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1124011.000000 Penalty: 4586.445312
	Iteration 74Q: 3 clusters Score -1124011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1124012.250000 Penalty: 4586.445312
	Iteration 75Q: 3 clusters Score -1124012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1124012.875000 Penalty: 4586.445312
	Iteration 76Q: 3 clusters Score -1124013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1124014.875000 Penalty: 4586.445312
	Iteration 77Q: 3 clusters Score -1124015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1124012.625000 Penalty: 4586.445312
	Iteration 78Q: 3 clusters Score -1124013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1124014.625000 Penalty: 4586.445312
	Iteration 79Q: 3 clusters Score -1124015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1124017.000000 Penalty: 4586.445312
	Iteration 80F: 3 clusters Score -1124017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1124016.250000 Penalty: 4586.445312
	Iteration 81Q: 3 clusters Score -1124016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1124017.000000 Penalty: 4586.445312
	Iteration 82Q: 3 clusters Score -1124017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1124020.250000 Penalty: 4586.445312
	Iteration 83Q: 3 clusters Score -1124020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1124019.750000 Penalty: 4586.445312
	Iteration 84Q: 3 clusters Score -1124020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1124019.625000 Penalty: 4586.445312
	Iteration 85Q: 3 clusters Score -1124020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1124022.375000 Penalty: 4586.445312
	Iteration 86Q: 3 clusters Score -1124022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1124021.875000 Penalty: 4586.445312
	Iteration 87Q: 3 clusters Score -1124022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1124021.875000 Penalty: 4586.445312
	Iteration 88F: 3 clusters Score -1124022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63411.050781 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63411.05 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63626.867188 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63626.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63779.156250 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -63779.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63859.214844 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -63859.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -64013.828125 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -64013.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64095.796875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -64095.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64134.984375 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -64134.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64174.035156 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -64174.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64207.664062 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -64207.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64247.750000 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -64247.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64314.195312 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64314.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64355.539062 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64355.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64385.597656 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64406.109375 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -64406.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64425.925781 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -64425.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64456.843750 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -64456.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64481.972656 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -64481.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64520.652344 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -64520.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64544.765625 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -64544.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64556.761719 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -64556.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64568.667969 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -64568.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64591.214844 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -64591.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64609.332031 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -64609.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64622.195312 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -64622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64629.582031 Penalty: 3199.433350
	Iteration 24Q: 3 clusters Score -64629.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64629.582031 Penalty: 3199.433350
	Iteration 25F: 3 clusters Score -64629.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -164821.328125 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -164821.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -162543.750000 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -162543.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162889.375000 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -162889.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -162999.890625 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -162999.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163044.421875 Penalty: 3636.530762
	Iteration 3Q: 3 clusters Score -163044.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -163072.687500 Penalty: 3636.530762
	Iteration 4Q: 3 clusters Score -163072.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163087.265625 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -163087.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -163103.265625 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -163103.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -163127.500000 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -163127.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -163149.187500 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -163149.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163164.250000 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -163164.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163178.031250 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -163178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163190.375000 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -163190.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163204.437500 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -163204.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -163212.781250 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -163212.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163217.109375 Penalty: 3636.530762
	Iteration 14Q: 3 clusters Score -163217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -163220.625000 Penalty: 3636.530762
	Iteration 15Q: 3 clusters Score -163220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -163223.312500 Penalty: 3636.530762
	Iteration 16Q: 3 clusters Score -163223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -163223.781250 Penalty: 3636.530762
	Iteration 17Q: 3 clusters Score -163223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -163223.781250 Penalty: 3636.530762
	Iteration 18F: 3 clusters Score -163223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (41615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Entering Unmasked Estep 
Score: -4874311.500000 Penalty: 2637.781494
	Iteration 0F: 2 clusters Score -4874312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4846088.000000 Penalty: 5275.562988
	Iteration 0F: 3 clusters Score -4846088 nChanged 19078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4856516.000000 Penalty: 5275.562988
	Iteration 1F: 3 clusters Score -4856516 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4857036.500000 Penalty: 5275.562988
	Iteration 2Q: 3 clusters Score -4857036 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4857446.500000 Penalty: 5275.562988
	Iteration 3Q: 3 clusters Score -4857446 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4857850.000000 Penalty: 5275.562988
	Iteration 4Q: 3 clusters Score -4857850 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -4858317.000000 Penalty: 5275.562988
	Iteration 5Q: 3 clusters Score -4858317 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4858966.000000 Penalty: 5275.562988
	Iteration 6Q: 3 clusters Score -4858966 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4859910.500000 Penalty: 5275.562988
	Iteration 7Q: 3 clusters Score -4859910 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4861335.000000 Penalty: 5275.562988
	Iteration 8F: 3 clusters Score -4861335 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4863318.000000 Penalty: 5275.562988
	Iteration 9F: 3 clusters Score -4863318 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4865889.000000 Penalty: 5275.562988
	Iteration 10F: 3 clusters Score -4865889 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4868719.500000 Penalty: 5275.562988
	Iteration 11F: 3 clusters Score -4868720 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4871059.000000 Penalty: 5275.562988
	Iteration 12F: 3 clusters Score -4871059 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -4872116.000000 Penalty: 5275.562988
	Iteration 13Q: 3 clusters Score -4872116 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4872468.500000 Penalty: 5275.562988
	Iteration 14Q: 3 clusters Score -4872468 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -4872645.500000 Penalty: 5275.562988
	Iteration 15Q: 3 clusters Score -4872646 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4872723.500000 Penalty: 5275.562988
	Iteration 16Q: 3 clusters Score -4872724 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4872780.000000 Penalty: 5275.562988
	Iteration 17Q: 3 clusters Score -4872780 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -4872819.000000 Penalty: 5275.562988
	Iteration 18Q: 3 clusters Score -4872819 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -4872858.000000 Penalty: 5275.562988
	Iteration 19Q: 3 clusters Score -4872858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4872872.500000 Penalty: 5275.562988
	Iteration 20F: 3 clusters Score -4872872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -4872865.500000 Penalty: 5275.562988
	Iteration 21Q: 3 clusters Score -4872866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4872868.000000 Penalty: 5275.562988
	Iteration 22Q: 3 clusters Score -4872868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -4872873.500000 Penalty: 5275.562988
	Iteration 23Q: 3 clusters Score -4872874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -4872887.000000 Penalty: 5275.562988
	Iteration 24Q: 3 clusters Score -4872887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -4872888.500000 Penalty: 5275.562988
	Iteration 25Q: 3 clusters Score -4872888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4872892.500000 Penalty: 5275.562988
	Iteration 26Q: 3 clusters Score -4872892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -4872885.000000 Penalty: 5275.562988
	Iteration 27Q: 3 clusters Score -4872885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -4872887.000000 Penalty: 5275.562988
	Iteration 28Q: 3 clusters Score -4872887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -4872883.500000 Penalty: 5275.562988
	Iteration 29Q: 3 clusters Score -4872884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4872881.500000 Penalty: 5275.562988
	Iteration 30Q: 3 clusters Score -4872882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4872879.500000 Penalty: 5275.562988
	Iteration 31Q: 3 clusters Score -4872880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4872880.500000 Penalty: 5275.562988
	Iteration 32Q: 3 clusters Score -4872880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -4872881.500000 Penalty: 5275.562988
	Iteration 33Q: 3 clusters Score -4872882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4872879.000000 Penalty: 5275.562988
	Iteration 34Q: 3 clusters Score -4872879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4872879.000000 Penalty: 5275.562988
	Iteration 35F: 3 clusters Score -4872879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Entering Unmasked Estep 
Score: -2519030.000000 Penalty: 2481.633057
	Iteration 0F: 2 clusters Score -2519030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2503417.000000 Penalty: 4963.266113
	Iteration 0F: 3 clusters Score -2503417 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2508825.250000 Penalty: 4963.266113
	Iteration 1F: 3 clusters Score -2508825 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2509511.250000 Penalty: 4963.266113
	Iteration 2F: 3 clusters Score -2509511 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2510276.750000 Penalty: 4963.266113
	Iteration 3F: 3 clusters Score -2510277 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2511204.500000 Penalty: 4963.266113
	Iteration 4F: 3 clusters Score -2511204 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2512285.250000 Penalty: 4963.266113
	Iteration 5F: 3 clusters Score -2512285 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2513489.500000 Penalty: 4963.266113
	Iteration 6F: 3 clusters Score -2513490 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2514596.250000 Penalty: 4963.266113
	Iteration 7F: 3 clusters Score -2514596 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2515472.500000 Penalty: 4963.266113
	Iteration 8F: 3 clusters Score -2515472 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2515989.000000 Penalty: 4963.266113
	Iteration 9Q: 3 clusters Score -2515989 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2516294.500000 Penalty: 4963.266113
	Iteration 10Q: 3 clusters Score -2516294 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2516458.500000 Penalty: 4963.266113
	Iteration 11Q: 3 clusters Score -2516458 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2516574.000000 Penalty: 4963.266113
	Iteration 12Q: 3 clusters Score -2516574 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2516669.250000 Penalty: 4963.266113
	Iteration 13Q: 3 clusters Score -2516669 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2516748.250000 Penalty: 4963.266113
	Iteration 14Q: 3 clusters Score -2516748 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2516832.500000 Penalty: 4963.266113
	Iteration 15Q: 3 clusters Score -2516832 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2516886.500000 Penalty: 4963.266113
	Iteration 16Q: 3 clusters Score -2516886 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2516945.000000 Penalty: 4963.266113
	Iteration 17Q: 3 clusters Score -2516945 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2516985.750000 Penalty: 4963.266113
	Iteration 18Q: 3 clusters Score -2516986 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2517031.250000 Penalty: 4963.266113
	Iteration 19Q: 3 clusters Score -2517031 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2517095.500000 Penalty: 4963.266113
	Iteration 20F: 3 clusters Score -2517096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2517171.750000 Penalty: 4963.266113
	Iteration 21Q: 3 clusters Score -2517172 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2517263.750000 Penalty: 4963.266113
	Iteration 22Q: 3 clusters Score -2517264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2517363.750000 Penalty: 4963.266113
	Iteration 23Q: 3 clusters Score -2517364 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2517459.500000 Penalty: 4963.266113
	Iteration 24Q: 3 clusters Score -2517460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2517509.750000 Penalty: 4963.266113
	Iteration 25Q: 3 clusters Score -2517510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2517553.250000 Penalty: 4963.266113
	Iteration 26Q: 3 clusters Score -2517553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2517569.000000 Penalty: 4963.266113
	Iteration 27Q: 3 clusters Score -2517569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2517582.500000 Penalty: 4963.266113
	Iteration 28Q: 3 clusters Score -2517582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2517590.000000 Penalty: 4963.266113
	Iteration 29Q: 3 clusters Score -2517590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2517604.000000 Penalty: 4963.266113
	Iteration 30Q: 3 clusters Score -2517604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2517607.750000 Penalty: 4963.266113
	Iteration 31Q: 3 clusters Score -2517608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2517609.250000 Penalty: 4963.266113
	Iteration 32Q: 3 clusters Score -2517609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2517611.250000 Penalty: 4963.266113
	Iteration 33Q: 3 clusters Score -2517611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2517609.250000 Penalty: 4963.266113
	Iteration 34Q: 3 clusters Score -2517609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2517609.250000 Penalty: 4963.266113
	Iteration 35F: 3 clusters Score -2517609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Entering Unmasked Estep 
Score: -2556327.500000 Penalty: 2484.800781
	Iteration 0F: 2 clusters Score -2556328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2540619.500000 Penalty: 4969.601562
	Iteration 0F: 3 clusters Score -2540620 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2545996.000000 Penalty: 4969.601562
	Iteration 1F: 3 clusters Score -2545996 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2546454.750000 Penalty: 4969.601562
	Iteration 2F: 3 clusters Score -2546455 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2546840.500000 Penalty: 4969.601562
	Iteration 3Q: 3 clusters Score -2546840 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2547188.500000 Penalty: 4969.601562
	Iteration 4Q: 3 clusters Score -2547188 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2547546.000000 Penalty: 4969.601562
	Iteration 5Q: 3 clusters Score -2547546 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2547931.500000 Penalty: 4969.601562
	Iteration 6Q: 3 clusters Score -2547932 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2548395.000000 Penalty: 4969.601562
	Iteration 7Q: 3 clusters Score -2548395 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2548835.250000 Penalty: 4969.601562
	Iteration 8Q: 3 clusters Score -2548835 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2549305.750000 Penalty: 4969.601562
	Iteration 9Q: 3 clusters Score -2549306 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2549797.000000 Penalty: 4969.601562
	Iteration 10Q: 3 clusters Score -2549797 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2550274.000000 Penalty: 4969.601562
	Iteration 11Q: 3 clusters Score -2550274 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2550747.500000 Penalty: 4969.601562
	Iteration 12Q: 3 clusters Score -2550748 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2551201.000000 Penalty: 4969.601562
	Iteration 13Q: 3 clusters Score -2551201 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2551588.250000 Penalty: 4969.601562
	Iteration 14Q: 3 clusters Score -2551588 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2551973.500000 Penalty: 4969.601562
	Iteration 15Q: 3 clusters Score -2551974 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2552319.250000 Penalty: 4969.601562
	Iteration 16Q: 3 clusters Score -2552319 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2552670.750000 Penalty: 4969.601562
	Iteration 17Q: 3 clusters Score -2552671 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2553021.000000 Penalty: 4969.601562
	Iteration 18Q: 3 clusters Score -2553021 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2553342.500000 Penalty: 4969.601562
	Iteration 19Q: 3 clusters Score -2553342 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2553618.250000 Penalty: 4969.601562
	Iteration 20F: 3 clusters Score -2553618 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2553799.000000 Penalty: 4969.601562
	Iteration 21Q: 3 clusters Score -2553799 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2553941.000000 Penalty: 4969.601562
	Iteration 22Q: 3 clusters Score -2553941 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2554036.250000 Penalty: 4969.601562
	Iteration 23Q: 3 clusters Score -2554036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2554109.500000 Penalty: 4969.601562
	Iteration 24Q: 3 clusters Score -2554110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2554161.000000 Penalty: 4969.601562
	Iteration 25Q: 3 clusters Score -2554161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2554196.500000 Penalty: 4969.601562
	Iteration 26Q: 3 clusters Score -2554196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2554213.000000 Penalty: 4969.601562
	Iteration 27Q: 3 clusters Score -2554213 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2554235.250000 Penalty: 4969.601562
	Iteration 28Q: 3 clusters Score -2554235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2554251.750000 Penalty: 4969.601562
	Iteration 29Q: 3 clusters Score -2554252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2554261.500000 Penalty: 4969.601562
	Iteration 30Q: 3 clusters Score -2554262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2554280.250000 Penalty: 4969.601562
	Iteration 31Q: 3 clusters Score -2554280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2554289.000000 Penalty: 4969.601562
	Iteration 32Q: 3 clusters Score -2554289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2554299.000000 Penalty: 4969.601562
	Iteration 33Q: 3 clusters Score -2554299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2554309.250000 Penalty: 4969.601562
	Iteration 34Q: 3 clusters Score -2554309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2554313.250000 Penalty: 4969.601562
	Iteration 35Q: 3 clusters Score -2554313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2554316.500000 Penalty: 4969.601562
	Iteration 36Q: 3 clusters Score -2554316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2554316.500000 Penalty: 4969.601562
	Iteration 37Q: 3 clusters Score -2554316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2554317.250000 Penalty: 4969.601562
	Iteration 38Q: 3 clusters Score -2554317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2554318.000000 Penalty: 4969.601562
	Iteration 39Q: 3 clusters Score -2554318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2554321.750000 Penalty: 4969.601562
	Iteration 40F: 3 clusters Score -2554322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2554319.750000 Penalty: 4969.601562
	Iteration 41Q: 3 clusters Score -2554320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2554320.750000 Penalty: 4969.601562
	Iteration 42Q: 3 clusters Score -2554321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2554320.750000 Penalty: 4969.601562
	Iteration 43F: 3 clusters Score -2554321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21760.062500 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21760.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21946.695312 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -21946.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22029.957031 Penalty: 2746.517822
	Iteration 2F: 3 clusters Score -22029.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22071.263672 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -22071.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22083.882812 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -22083.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22087.765625 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -22087.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22094.962891 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -22094.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22097.203125 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -22097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22101.015625 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -22101.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22117.337891 Penalty: 2746.517822
	Iteration 9Q: 3 clusters Score -22117.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22121.173828 Penalty: 2746.517822
	Iteration 10Q: 3 clusters Score -22121.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22132.330078 Penalty: 2746.517822
	Iteration 11Q: 3 clusters Score -22132.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22132.330078 Penalty: 2746.517822
	Iteration 12F: 3 clusters Score -22132.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (57593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Entering Unmasked Estep 
Score: -6716416.500000 Penalty: 2718.366699
	Iteration 0F: 2 clusters Score -6716416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -6677907.000000 Penalty: 5436.733398
	Iteration 0F: 3 clusters Score -6677907 nChanged 26707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6693137.000000 Penalty: 5436.733398
	Iteration 1F: 3 clusters Score -6693137 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -6693871.500000 Penalty: 5436.733398
	Iteration 2Q: 3 clusters Score -6693872 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6694582.500000 Penalty: 5436.733398
	Iteration 3Q: 3 clusters Score -6694582 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -6695424.500000 Penalty: 5436.733398
	Iteration 4Q: 3 clusters Score -6695424 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -6696480.500000 Penalty: 5436.733398
	Iteration 5Q: 3 clusters Score -6696480 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -6697876.500000 Penalty: 5436.733398
	Iteration 6F: 3 clusters Score -6697876 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -6699767.500000 Penalty: 5436.733398
	Iteration 7F: 3 clusters Score -6699768 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -6702291.500000 Penalty: 5436.733398
	Iteration 8F: 3 clusters Score -6702292 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6705184.000000 Penalty: 5436.733398
	Iteration 9F: 3 clusters Score -6705184 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -6708189.500000 Penalty: 5436.733398
	Iteration 10F: 3 clusters Score -6708190 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6710677.500000 Penalty: 5436.733398
	Iteration 11Q: 3 clusters Score -6710678 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -6712259.000000 Penalty: 5436.733398
	Iteration 12Q: 3 clusters Score -6712259 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -6713209.000000 Penalty: 5436.733398
	Iteration 13Q: 3 clusters Score -6713209 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -6713657.500000 Penalty: 5436.733398
	Iteration 14Q: 3 clusters Score -6713658 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -6713833.500000 Penalty: 5436.733398
	Iteration 15Q: 3 clusters Score -6713834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -6713915.500000 Penalty: 5436.733398
	Iteration 16Q: 3 clusters Score -6713916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -6713976.000000 Penalty: 5436.733398
	Iteration 17Q: 3 clusters Score -6713976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -6714019.000000 Penalty: 5436.733398
	Iteration 18Q: 3 clusters Score -6714019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -6714042.500000 Penalty: 5436.733398
	Iteration 19Q: 3 clusters Score -6714042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -6714056.000000 Penalty: 5436.733398
	Iteration 20F: 3 clusters Score -6714056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -6714078.000000 Penalty: 5436.733398
	Iteration 21Q: 3 clusters Score -6714078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57227 members 
Entering Unmasked Estep 
Score: -6714083.000000 Penalty: 5436.733398
	Iteration 22Q: 3 clusters Score -6714083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -6714091.500000 Penalty: 5436.733398
	Iteration 23Q: 3 clusters Score -6714092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -6714096.500000 Penalty: 5436.733398
	Iteration 24Q: 3 clusters Score -6714096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -6714097.500000 Penalty: 5436.733398
	Iteration 25Q: 3 clusters Score -6714098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -6714098.500000 Penalty: 5436.733398
	Iteration 26Q: 3 clusters Score -6714098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -6714102.000000 Penalty: 5436.733398
	Iteration 27Q: 3 clusters Score -6714102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -6714120.000000 Penalty: 5436.733398
	Iteration 28Q: 3 clusters Score -6714120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -6714111.500000 Penalty: 5436.733398
	Iteration 29Q: 3 clusters Score -6714112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -6714121.500000 Penalty: 5436.733398
	Iteration 30Q: 3 clusters Score -6714122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -6714121.500000 Penalty: 5436.733398
	Iteration 31Q: 3 clusters Score -6714122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -6714125.500000 Penalty: 5436.733398
	Iteration 32Q: 3 clusters Score -6714126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -6714130.000000 Penalty: 5436.733398
	Iteration 33Q: 3 clusters Score -6714130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -6714127.000000 Penalty: 5436.733398
	Iteration 34Q: 3 clusters Score -6714127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -6714127.000000 Penalty: 5436.733398
	Iteration 35F: 3 clusters Score -6714127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Entering Unmasked Estep 
Score: -1930311.250000 Penalty: 2404.951660
	Iteration 0F: 2 clusters Score -1930311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1918613.125000 Penalty: 4809.903320
	Iteration 0F: 3 clusters Score -1918613 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1922303.250000 Penalty: 4809.903320
	Iteration 1F: 3 clusters Score -1922303 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1922696.500000 Penalty: 4809.903320
	Iteration 2F: 3 clusters Score -1922696 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1923027.750000 Penalty: 4809.903320
	Iteration 3Q: 3 clusters Score -1923028 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1923406.625000 Penalty: 4809.903320
	Iteration 4Q: 3 clusters Score -1923407 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1923786.500000 Penalty: 4809.903320
	Iteration 5Q: 3 clusters Score -1923786 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1924195.500000 Penalty: 4809.903320
	Iteration 6Q: 3 clusters Score -1924196 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1924607.250000 Penalty: 4809.903320
	Iteration 7Q: 3 clusters Score -1924607 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1925054.750000 Penalty: 4809.903320
	Iteration 8Q: 3 clusters Score -1925055 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1925552.375000 Penalty: 4809.903320
	Iteration 9Q: 3 clusters Score -1925552 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1926022.875000 Penalty: 4809.903320
	Iteration 10Q: 3 clusters Score -1926023 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1926407.625000 Penalty: 4809.903320
	Iteration 11Q: 3 clusters Score -1926408 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1926708.000000 Penalty: 4809.903320
	Iteration 12Q: 3 clusters Score -1926708 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1926939.000000 Penalty: 4809.903320
	Iteration 13Q: 3 clusters Score -1926939 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1927092.625000 Penalty: 4809.903320
	Iteration 14Q: 3 clusters Score -1927093 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1927199.125000 Penalty: 4809.903320
	Iteration 15Q: 3 clusters Score -1927199 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1927258.125000 Penalty: 4809.903320
	Iteration 16Q: 3 clusters Score -1927258 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1927307.500000 Penalty: 4809.903320
	Iteration 17Q: 3 clusters Score -1927308 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1927338.250000 Penalty: 4809.903320
	Iteration 18Q: 3 clusters Score -1927338 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1927363.500000 Penalty: 4809.903320
	Iteration 19Q: 3 clusters Score -1927364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1927398.750000 Penalty: 4809.903320
	Iteration 20F: 3 clusters Score -1927399 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1927406.000000 Penalty: 4809.903320
	Iteration 21Q: 3 clusters Score -1927406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1927420.000000 Penalty: 4809.903320
	Iteration 22Q: 3 clusters Score -1927420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1927430.500000 Penalty: 4809.903320
	Iteration 23Q: 3 clusters Score -1927430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1927439.125000 Penalty: 4809.903320
	Iteration 24Q: 3 clusters Score -1927439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1927451.375000 Penalty: 4809.903320
	Iteration 25Q: 3 clusters Score -1927451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1927454.125000 Penalty: 4809.903320
	Iteration 26Q: 3 clusters Score -1927454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1927459.750000 Penalty: 4809.903320
	Iteration 27Q: 3 clusters Score -1927460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1927459.625000 Penalty: 4809.903320
	Iteration 28Q: 3 clusters Score -1927460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1927468.625000 Penalty: 4809.903320
	Iteration 29Q: 3 clusters Score -1927469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1927475.000000 Penalty: 4809.903320
	Iteration 30Q: 3 clusters Score -1927475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1927476.375000 Penalty: 4809.903320
	Iteration 31Q: 3 clusters Score -1927476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1927476.750000 Penalty: 4809.903320
	Iteration 32Q: 3 clusters Score -1927477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1927476.875000 Penalty: 4809.903320
	Iteration 33Q: 3 clusters Score -1927477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1927477.125000 Penalty: 4809.903320
	Iteration 34Q: 3 clusters Score -1927477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1927478.875000 Penalty: 4809.903320
	Iteration 35Q: 3 clusters Score -1927479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1927482.000000 Penalty: 4809.903320
	Iteration 36Q: 3 clusters Score -1927482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1927482.375000 Penalty: 4809.903320
	Iteration 37Q: 3 clusters Score -1927482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1927485.375000 Penalty: 4809.903320
	Iteration 38Q: 3 clusters Score -1927485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1927482.875000 Penalty: 4809.903320
	Iteration 39Q: 3 clusters Score -1927483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1927483.875000 Penalty: 4809.903320
	Iteration 40F: 3 clusters Score -1927484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1927489.125000 Penalty: 4809.903320
	Iteration 41Q: 3 clusters Score -1927489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1927486.750000 Penalty: 4809.903320
	Iteration 42Q: 3 clusters Score -1927487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1927487.125000 Penalty: 4809.903320
	Iteration 43Q: 3 clusters Score -1927487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1927487.875000 Penalty: 4809.903320
	Iteration 44Q: 3 clusters Score -1927488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1927486.875000 Penalty: 4809.903320
	Iteration 45Q: 3 clusters Score -1927487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1927488.375000 Penalty: 4809.903320
	Iteration 46Q: 3 clusters Score -1927488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1927491.500000 Penalty: 4809.903320
	Iteration 47Q: 3 clusters Score -1927492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1927487.875000 Penalty: 4809.903320
	Iteration 48Q: 3 clusters Score -1927488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1927488.625000 Penalty: 4809.903320
	Iteration 49Q: 3 clusters Score -1927489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1927488.625000 Penalty: 4809.903320
	Iteration 50F: 3 clusters Score -1927489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83810.039062 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83810.04 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84179.085938 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -84179.09 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84356.093750 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84356.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84514.460938 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -84514.46 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84672.539062 Penalty: 3344.468994
	Iteration 4F: 3 clusters Score -84672.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84808.046875 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84808.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84926.062500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84926.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85071.773438 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -85071.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -85347.781250 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -85347.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86124.460938 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -86124.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86286.421875 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -86286.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -86457.718750 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -86457.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -86543.328125 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -86543.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86548.187500 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -86548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86548.187500 Penalty: 3344.468994
	Iteration 14F: 3 clusters Score -86548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174331 members 
Mstep: Class 4 contains 96693 members 
Mstep: Class 5 contains 22396 members 
Mstep: Class 6 contains 249873 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 244737 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 60870 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 14 contains 41528 members 
Mstep: Class 15 contains 33904 members 
Mstep: Class 16 contains 184938 members 
Mstep: Class 17 contains 11458 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 122355 members 
Mstep: Class 20 contains 30438 members 
Mstep: Class 21 contains 34005 members 
Mstep: Class 22 contains 18473 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 130884 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 23007 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 5363 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 11370 members 
Mstep: Class 32 contains 100590 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10372 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41615 members 
Mstep: Class 38 contains 22172 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57593 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 341 members 
Mstep: Class 44 contains 41495 members 
Mstep: Class 45 contains 507 members 
Entering Unmasked Estep 
Score: -225988128.000000 Penalty: 161989.984375
Splitting cluster 43 changes total score from -225988480.000000 to -225988128.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9787 members 
Mstep: Class 3 contains 174331 members 
Mstep: Class 4 contains 96693 members 
Mstep: Class 5 contains 22396 members 
Mstep: Class 6 contains 249873 members 
Mstep: Class 7 contains 856 members 
Mstep: Class 8 contains 9293 members 
Mstep: Class 9 contains 244737 members 
Mstep: Class 10 contains 15645 members 
Mstep: Class 11 contains 60870 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 14 contains 41528 members 
Mstep: Class 15 contains 33904 members 
Mstep: Class 16 contains 184938 members 
Mstep: Class 17 contains 11458 members 
Mstep: Class 18 contains 24717 members 
Mstep: Class 19 contains 122355 members 
Mstep: Class 20 contains 30438 members 
Mstep: Class 21 contains 34005 members 
Mstep: Class 22 contains 18473 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 130884 members 
Mstep: Class 26 contains 14897 members 
Mstep: Class 27 contains 23007 members 
Mstep: Class 28 contains 1739 members 
Mstep: Class 29 contains 5363 members 
Mstep: Class 30 contains 11104 members 
Mstep: Class 31 contains 11370 members 
Mstep: Class 32 contains 100590 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10372 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41615 members 
Mstep: Class 38 contains 22172 members 
Mstep: Class 39 contains 22457 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57593 members 
Mstep: Class 42 contains 16275 members 
Mstep: Class 43 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225990064.000000 Penalty: 158390.203125
Iteration 319Q: 45 clusters Score -2.259901e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 9798 members 
Mstep: Class 3 contains 174465 members 
Mstep: Class 4 contains 96696 members 
Mstep: Class 5 contains 22399 members 
Mstep: Class 6 contains 250163 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9328 members 
Mstep: Class 9 contains 244719 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 60885 members 
Mstep: Class 12 contains 42100 members 
Mstep: Class 13 contains 27191 members 
Mstep: Class 14 contains 41543 members 
Mstep: Class 15 contains 33994 members 
Mstep: Class 16 contains 185120 members 
Mstep: Class 17 contains 11483 members 
Mstep: Class 18 contains 24740 members 
Mstep: Class 19 contains 122448 members 
Mstep: Class 20 contains 30465 members 
Mstep: Class 21 contains 34032 members 
Mstep: Class 22 contains 18483 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5438 members 
Mstep: Class 25 contains 130940 members 
Mstep: Class 26 contains 14954 members 
Mstep: Class 27 contains 22997 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 6209 members 
Mstep: Class 30 contains 11149 members 
Mstep: Class 31 contains 11372 members 
Mstep: Class 32 contains 100564 members 
Mstep: Class 33 contains 3896 members 
Mstep: Class 34 contains 10405 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 41641 members 
Mstep: Class 38 contains 22268 members 
Mstep: Class 39 contains 22473 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57596 members 
Mstep: Class 42 contains 16288 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 39272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988736.000000 Penalty: 158390.203125
Iteration 320F: 45 clusters Score -2.259887e+08 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 174392 members 
Mstep: Class 4 contains 96625 members 
Mstep: Class 5 contains 22387 members 
Mstep: Class 6 contains 250224 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9295 members 
Mstep: Class 9 contains 244689 members 
Mstep: Class 10 contains 15646 members 
Mstep: Class 11 contains 60837 members 
Mstep: Class 12 contains 42074 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 41529 members 
Mstep: Class 15 contains 33968 members 
Mstep: Class 16 contains 185139 members 
Mstep: Class 17 contains 11437 members 
Mstep: Class 18 contains 24704 members 
Mstep: Class 19 contains 122438 members 
Mstep: Class 20 contains 30491 members 
Mstep: Class 21 contains 34026 members 
Mstep: Class 22 contains 18460 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5429 members 
Mstep: Class 25 contains 130925 members 
Mstep: Class 26 contains 15000 members 
Mstep: Class 27 contains 22992 members 
Mstep: Class 28 contains 1735 members 
Mstep: Class 29 contains 6596 members 
Mstep: Class 30 contains 11103 members 
Mstep: Class 31 contains 11380 members 
Mstep: Class 32 contains 100536 members 
Mstep: Class 33 contains 3892 members 
Mstep: Class 34 contains 10412 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 41674 members 
Mstep: Class 38 contains 22263 members 
Mstep: Class 39 contains 22475 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57574 members 
Mstep: Class 42 contains 16281 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 39300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988880.000000 Penalty: 158390.203125
Iteration 321Q: 45 clusters Score -2.259889e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 9770 members 
Mstep: Class 3 contains 174375 members 
Mstep: Class 4 contains 96545 members 
Mstep: Class 5 contains 22371 members 
Mstep: Class 6 contains 250296 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9256 members 
Mstep: Class 9 contains 244640 members 
Mstep: Class 10 contains 15647 members 
Mstep: Class 11 contains 60811 members 
Mstep: Class 12 contains 42064 members 
Mstep: Class 13 contains 27186 members 
Mstep: Class 14 contains 41513 members 
Mstep: Class 15 contains 33952 members 
Mstep: Class 16 contains 185158 members 
Mstep: Class 17 contains 11399 members 
Mstep: Class 18 contains 24687 members 
Mstep: Class 19 contains 122467 members 
Mstep: Class 20 contains 30517 members 
Mstep: Class 21 contains 34024 members 
Mstep: Class 22 contains 18441 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 130928 members 
Mstep: Class 26 contains 15047 members 
Mstep: Class 27 contains 22983 members 
Mstep: Class 28 contains 1725 members 
Mstep: Class 29 contains 6920 members 
Mstep: Class 30 contains 11077 members 
Mstep: Class 31 contains 11390 members 
Mstep: Class 32 contains 100511 members 
Mstep: Class 33 contains 3891 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1527 members 
Mstep: Class 37 contains 41707 members 
Mstep: Class 38 contains 22294 members 
Mstep: Class 39 contains 22476 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57554 members 
Mstep: Class 42 contains 16279 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 39166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225989312.000000 Penalty: 158390.203125
Iteration 322Q: 45 clusters Score -2.259893e+08 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 9760 members 
Mstep: Class 3 contains 174347 members 
Mstep: Class 4 contains 96451 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 250383 members 
Mstep: Class 7 contains 855 members 
Mstep: Class 8 contains 9230 members 
Mstep: Class 9 contains 244612 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 60788 members 
Mstep: Class 12 contains 42059 members 
Mstep: Class 13 contains 27184 members 
Mstep: Class 14 contains 41497 members 
Mstep: Class 15 contains 33944 members 
Mstep: Class 16 contains 185175 members 
Mstep: Class 17 contains 11368 members 
Mstep: Class 18 contains 24677 members 
Mstep: Class 19 contains 122503 members 
Mstep: Class 20 contains 30535 members 
Mstep: Class 21 contains 34027 members 
Mstep: Class 22 contains 18432 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 130938 members 
Mstep: Class 26 contains 15077 members 
Mstep: Class 27 contains 22980 members 
Mstep: Class 28 contains 1722 members 
Mstep: Class 29 contains 7203 members 
Mstep: Class 30 contains 11052 members 
Mstep: Class 31 contains 11400 members 
Mstep: Class 32 contains 100486 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 10435 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 41743 members 
Mstep: Class 38 contains 22316 members 
Mstep: Class 39 contains 22480 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57535 members 
Mstep: Class 42 contains 16282 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 38989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988976.000000 Penalty: 158390.203125
Iteration 323Q: 45 clusters Score -2.25989e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 174319 members 
Mstep: Class 4 contains 96360 members 
Mstep: Class 5 contains 22353 members 
Mstep: Class 6 contains 250496 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9218 members 
Mstep: Class 9 contains 244578 members 
Mstep: Class 10 contains 15642 members 
Mstep: Class 11 contains 60771 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 13 contains 27176 members 
Mstep: Class 14 contains 41491 members 
Mstep: Class 15 contains 33944 members 
Mstep: Class 16 contains 185188 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 24671 members 
Mstep: Class 19 contains 122533 members 
Mstep: Class 20 contains 30551 members 
Mstep: Class 21 contains 34042 members 
Mstep: Class 22 contains 18427 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 130961 members 
Mstep: Class 26 contains 15101 members 
Mstep: Class 27 contains 22984 members 
Mstep: Class 28 contains 1715 members 
Mstep: Class 29 contains 7450 members 
Mstep: Class 30 contains 11013 members 
Mstep: Class 31 contains 11408 members 
Mstep: Class 32 contains 100456 members 
Mstep: Class 33 contains 3900 members 
Mstep: Class 34 contains 10435 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 41784 members 
Mstep: Class 38 contains 22336 members 
Mstep: Class 39 contains 22486 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57516 members 
Mstep: Class 42 contains 16271 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 38808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988704.000000 Penalty: 158390.203125
Iteration 324Q: 45 clusters Score -2.259887e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 174283 members 
Mstep: Class 4 contains 96277 members 
Mstep: Class 5 contains 22347 members 
Mstep: Class 6 contains 250591 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9201 members 
Mstep: Class 9 contains 244547 members 
Mstep: Class 10 contains 15642 members 
Mstep: Class 11 contains 60764 members 
Mstep: Class 12 contains 42061 members 
Mstep: Class 13 contains 27158 members 
Mstep: Class 14 contains 41481 members 
Mstep: Class 15 contains 33964 members 
Mstep: Class 16 contains 185185 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 24658 members 
Mstep: Class 19 contains 122591 members 
Mstep: Class 20 contains 30563 members 
Mstep: Class 21 contains 34057 members 
Mstep: Class 22 contains 18416 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5437 members 
Mstep: Class 25 contains 130985 members 
Mstep: Class 26 contains 15120 members 
Mstep: Class 27 contains 22979 members 
Mstep: Class 28 contains 1713 members 
Mstep: Class 29 contains 7693 members 
Mstep: Class 30 contains 10968 members 
Mstep: Class 31 contains 11418 members 
Mstep: Class 32 contains 100435 members 
Mstep: Class 33 contains 3904 members 
Mstep: Class 34 contains 10433 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1527 members 
Mstep: Class 37 contains 41814 members 
Mstep: Class 38 contains 22370 members 
Mstep: Class 39 contains 22497 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57493 members 
Mstep: Class 42 contains 16271 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 38592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988416.000000 Penalty: 158390.203125
Iteration 325Q: 45 clusters Score -2.259884e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 9747 members 
Mstep: Class 3 contains 174274 members 
Mstep: Class 4 contains 96195 members 
Mstep: Class 5 contains 22335 members 
Mstep: Class 6 contains 250680 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9175 members 
Mstep: Class 9 contains 244525 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 60756 members 
Mstep: Class 12 contains 42056 members 
Mstep: Class 13 contains 27160 members 
Mstep: Class 14 contains 41467 members 
Mstep: Class 15 contains 33983 members 
Mstep: Class 16 contains 185213 members 
Mstep: Class 17 contains 11314 members 
Mstep: Class 18 contains 24652 members 
Mstep: Class 19 contains 122635 members 
Mstep: Class 20 contains 30584 members 
Mstep: Class 21 contains 34067 members 
Mstep: Class 22 contains 18404 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5433 members 
Mstep: Class 25 contains 130996 members 
Mstep: Class 26 contains 15142 members 
Mstep: Class 27 contains 22976 members 
Mstep: Class 28 contains 1715 members 
Mstep: Class 29 contains 7891 members 
Mstep: Class 30 contains 10935 members 
Mstep: Class 31 contains 11429 members 
Mstep: Class 32 contains 100404 members 
Mstep: Class 33 contains 3914 members 
Mstep: Class 34 contains 10438 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1525 members 
Mstep: Class 37 contains 41838 members 
Mstep: Class 38 contains 22391 members 
Mstep: Class 39 contains 22495 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57478 members 
Mstep: Class 42 contains 16267 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 38398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988160.000000 Penalty: 158390.203125
Iteration 326Q: 45 clusters Score -2.259882e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 174275 members 
Mstep: Class 4 contains 96136 members 
Mstep: Class 5 contains 22328 members 
Mstep: Class 6 contains 250740 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9172 members 
Mstep: Class 9 contains 244498 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 60746 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 13 contains 27166 members 
Mstep: Class 14 contains 41458 members 
Mstep: Class 15 contains 33992 members 
Mstep: Class 16 contains 185241 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 24649 members 
Mstep: Class 19 contains 122662 members 
Mstep: Class 20 contains 30609 members 
Mstep: Class 21 contains 34064 members 
Mstep: Class 22 contains 18392 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 5434 members 
Mstep: Class 25 contains 131002 members 
Mstep: Class 26 contains 15170 members 
Mstep: Class 27 contains 22971 members 
Mstep: Class 28 contains 1712 members 
Mstep: Class 29 contains 8077 members 
Mstep: Class 30 contains 10921 members 
Mstep: Class 31 contains 11439 members 
Mstep: Class 32 contains 100371 members 
Mstep: Class 33 contains 3922 members 
Mstep: Class 34 contains 10441 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1523 members 
Mstep: Class 37 contains 41869 members 
Mstep: Class 38 contains 22404 members 
Mstep: Class 39 contains 22494 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57468 members 
Mstep: Class 42 contains 16263 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 38197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987952.000000 Penalty: 158390.203125
Iteration 327Q: 45 clusters Score -2.25988e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 174257 members 
Mstep: Class 4 contains 96068 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 250809 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9165 members 
Mstep: Class 9 contains 244479 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 60733 members 
Mstep: Class 12 contains 42053 members 
Mstep: Class 13 contains 27171 members 
Mstep: Class 14 contains 41457 members 
Mstep: Class 15 contains 34008 members 
Mstep: Class 16 contains 185267 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 24648 members 
Mstep: Class 19 contains 122698 members 
Mstep: Class 20 contains 30626 members 
Mstep: Class 21 contains 34067 members 
Mstep: Class 22 contains 18387 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 131004 members 
Mstep: Class 26 contains 15184 members 
Mstep: Class 27 contains 22965 members 
Mstep: Class 28 contains 1706 members 
Mstep: Class 29 contains 8260 members 
Mstep: Class 30 contains 10899 members 
Mstep: Class 31 contains 11445 members 
Mstep: Class 32 contains 100333 members 
Mstep: Class 33 contains 3930 members 
Mstep: Class 34 contains 10443 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1524 members 
Mstep: Class 37 contains 41897 members 
Mstep: Class 38 contains 22409 members 
Mstep: Class 39 contains 22491 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57451 members 
Mstep: Class 42 contains 16264 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 38028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988208.000000 Penalty: 158390.203125
Iteration 328Q: 45 clusters Score -2.259882e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 9739 members 
Mstep: Class 3 contains 174259 members 
Mstep: Class 4 contains 96016 members 
Mstep: Class 5 contains 22307 members 
Mstep: Class 6 contains 250858 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 244459 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 60724 members 
Mstep: Class 12 contains 42068 members 
Mstep: Class 13 contains 27173 members 
Mstep: Class 14 contains 41455 members 
Mstep: Class 15 contains 34003 members 
Mstep: Class 16 contains 185293 members 
Mstep: Class 17 contains 11283 members 
Mstep: Class 18 contains 24644 members 
Mstep: Class 19 contains 122727 members 
Mstep: Class 20 contains 30646 members 
Mstep: Class 21 contains 34073 members 
Mstep: Class 22 contains 18379 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5432 members 
Mstep: Class 25 contains 131010 members 
Mstep: Class 26 contains 15195 members 
Mstep: Class 27 contains 22962 members 
Mstep: Class 28 contains 1703 members 
Mstep: Class 29 contains 8434 members 
Mstep: Class 30 contains 10882 members 
Mstep: Class 31 contains 11452 members 
Mstep: Class 32 contains 100290 members 
Mstep: Class 33 contains 3935 members 
Mstep: Class 34 contains 10433 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1524 members 
Mstep: Class 37 contains 41923 members 
Mstep: Class 38 contains 22410 members 
Mstep: Class 39 contains 22494 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57444 members 
Mstep: Class 42 contains 16264 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988496.000000 Penalty: 158390.203125
Iteration 329Q: 45 clusters Score -2.259885e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 9733 members 
Mstep: Class 3 contains 174251 members 
Mstep: Class 4 contains 95969 members 
Mstep: Class 5 contains 22305 members 
Mstep: Class 6 contains 250885 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9147 members 
Mstep: Class 9 contains 244442 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 60723 members 
Mstep: Class 12 contains 42072 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 41452 members 
Mstep: Class 15 contains 33999 members 
Mstep: Class 16 contains 185306 members 
Mstep: Class 17 contains 11274 members 
Mstep: Class 18 contains 24641 members 
Mstep: Class 19 contains 122749 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 21 contains 34084 members 
Mstep: Class 22 contains 18371 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5431 members 
Mstep: Class 25 contains 131006 members 
Mstep: Class 26 contains 15210 members 
Mstep: Class 27 contains 22957 members 
Mstep: Class 28 contains 1701 members 
Mstep: Class 29 contains 8599 members 
Mstep: Class 30 contains 10862 members 
Mstep: Class 31 contains 11459 members 
Mstep: Class 32 contains 100261 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 10432 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1522 members 
Mstep: Class 37 contains 41936 members 
Mstep: Class 38 contains 22407 members 
Mstep: Class 39 contains 22501 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57441 members 
Mstep: Class 42 contains 16262 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988496.000000 Penalty: 158390.203125
Iteration 330Q: 45 clusters Score -2.259885e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 9724 members 
Mstep: Class 3 contains 174247 members 
Mstep: Class 4 contains 95927 members 
Mstep: Class 5 contains 22303 members 
Mstep: Class 6 contains 250928 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 244425 members 
Mstep: Class 10 contains 15644 members 
Mstep: Class 11 contains 60718 members 
Mstep: Class 12 contains 42076 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41450 members 
Mstep: Class 15 contains 34004 members 
Mstep: Class 16 contains 185326 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 24627 members 
Mstep: Class 19 contains 122769 members 
Mstep: Class 20 contains 30680 members 
Mstep: Class 21 contains 34084 members 
Mstep: Class 22 contains 18363 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5428 members 
Mstep: Class 25 contains 131007 members 
Mstep: Class 26 contains 15219 members 
Mstep: Class 27 contains 22954 members 
Mstep: Class 28 contains 1698 members 
Mstep: Class 29 contains 8747 members 
Mstep: Class 30 contains 10855 members 
Mstep: Class 31 contains 11466 members 
Mstep: Class 32 contains 100236 members 
Mstep: Class 33 contains 3939 members 
Mstep: Class 34 contains 10426 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1521 members 
Mstep: Class 37 contains 41952 members 
Mstep: Class 38 contains 22409 members 
Mstep: Class 39 contains 22505 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57437 members 
Mstep: Class 42 contains 16265 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 331Q: 45 clusters Score -2.25988e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 9721 members 
Mstep: Class 3 contains 174239 members 
Mstep: Class 4 contains 95883 members 
Mstep: Class 5 contains 22303 members 
Mstep: Class 6 contains 250968 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9144 members 
Mstep: Class 9 contains 244407 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60710 members 
Mstep: Class 12 contains 42071 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 41449 members 
Mstep: Class 15 contains 34000 members 
Mstep: Class 16 contains 185342 members 
Mstep: Class 17 contains 11250 members 
Mstep: Class 18 contains 24629 members 
Mstep: Class 19 contains 122787 members 
Mstep: Class 20 contains 30690 members 
Mstep: Class 21 contains 34090 members 
Mstep: Class 22 contains 18357 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5429 members 
Mstep: Class 25 contains 131001 members 
Mstep: Class 26 contains 15225 members 
Mstep: Class 27 contains 22950 members 
Mstep: Class 28 contains 1696 members 
Mstep: Class 29 contains 8893 members 
Mstep: Class 30 contains 10847 members 
Mstep: Class 31 contains 11474 members 
Mstep: Class 32 contains 100223 members 
Mstep: Class 33 contains 3938 members 
Mstep: Class 34 contains 10423 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1521 members 
Mstep: Class 37 contains 41974 members 
Mstep: Class 38 contains 22414 members 
Mstep: Class 39 contains 22506 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57439 members 
Mstep: Class 42 contains 16268 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987840.000000 Penalty: 158390.203125
Iteration 332Q: 45 clusters Score -2.259878e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 9716 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95853 members 
Mstep: Class 5 contains 22303 members 
Mstep: Class 6 contains 251008 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244384 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60704 members 
Mstep: Class 12 contains 42060 members 
Mstep: Class 13 contains 27169 members 
Mstep: Class 14 contains 41445 members 
Mstep: Class 15 contains 33996 members 
Mstep: Class 16 contains 185352 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 24630 members 
Mstep: Class 19 contains 122802 members 
Mstep: Class 20 contains 30712 members 
Mstep: Class 21 contains 34096 members 
Mstep: Class 22 contains 18354 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5429 members 
Mstep: Class 25 contains 131010 members 
Mstep: Class 26 contains 15242 members 
Mstep: Class 27 contains 22949 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 9026 members 
Mstep: Class 30 contains 10834 members 
Mstep: Class 31 contains 11481 members 
Mstep: Class 32 contains 100196 members 
Mstep: Class 33 contains 3940 members 
Mstep: Class 34 contains 10419 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1520 members 
Mstep: Class 37 contains 41998 members 
Mstep: Class 38 contains 22414 members 
Mstep: Class 39 contains 22503 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57432 members 
Mstep: Class 42 contains 16268 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 333Q: 45 clusters Score -2.25988e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 9715 members 
Mstep: Class 3 contains 174221 members 
Mstep: Class 4 contains 95831 members 
Mstep: Class 5 contains 22298 members 
Mstep: Class 6 contains 251026 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244372 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60697 members 
Mstep: Class 12 contains 42056 members 
Mstep: Class 13 contains 27166 members 
Mstep: Class 14 contains 41444 members 
Mstep: Class 15 contains 34000 members 
Mstep: Class 16 contains 185353 members 
Mstep: Class 17 contains 11225 members 
Mstep: Class 18 contains 24623 members 
Mstep: Class 19 contains 122814 members 
Mstep: Class 20 contains 30729 members 
Mstep: Class 21 contains 34103 members 
Mstep: Class 22 contains 18349 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5430 members 
Mstep: Class 25 contains 131020 members 
Mstep: Class 26 contains 15254 members 
Mstep: Class 27 contains 22944 members 
Mstep: Class 28 contains 1693 members 
Mstep: Class 29 contains 9131 members 
Mstep: Class 30 contains 10826 members 
Mstep: Class 31 contains 11485 members 
Mstep: Class 32 contains 100169 members 
Mstep: Class 33 contains 3942 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1520 members 
Mstep: Class 37 contains 42021 members 
Mstep: Class 38 contains 22415 members 
Mstep: Class 39 contains 22504 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57426 members 
Mstep: Class 42 contains 16271 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988048.000000 Penalty: 158390.203125
Iteration 334Q: 45 clusters Score -2.25988e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 174215 members 
Mstep: Class 4 contains 95810 members 
Mstep: Class 5 contains 22298 members 
Mstep: Class 6 contains 251044 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9131 members 
Mstep: Class 9 contains 244349 members 
Mstep: Class 10 contains 15642 members 
Mstep: Class 11 contains 60693 members 
Mstep: Class 12 contains 42046 members 
Mstep: Class 13 contains 27166 members 
Mstep: Class 14 contains 41446 members 
Mstep: Class 15 contains 34009 members 
Mstep: Class 16 contains 185359 members 
Mstep: Class 17 contains 11218 members 
Mstep: Class 18 contains 24623 members 
Mstep: Class 19 contains 122830 members 
Mstep: Class 20 contains 30744 members 
Mstep: Class 21 contains 34107 members 
Mstep: Class 22 contains 18344 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5429 members 
Mstep: Class 25 contains 131024 members 
Mstep: Class 26 contains 15266 members 
Mstep: Class 27 contains 22938 members 
Mstep: Class 28 contains 1692 members 
Mstep: Class 29 contains 9229 members 
Mstep: Class 30 contains 10814 members 
Mstep: Class 31 contains 11487 members 
Mstep: Class 32 contains 100143 members 
Mstep: Class 33 contains 3944 members 
Mstep: Class 34 contains 10415 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1519 members 
Mstep: Class 37 contains 42049 members 
Mstep: Class 38 contains 22426 members 
Mstep: Class 39 contains 22506 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57425 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987888.000000 Penalty: 158390.203125
Iteration 335Q: 45 clusters Score -2.259879e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 9712 members 
Mstep: Class 3 contains 174202 members 
Mstep: Class 4 contains 95782 members 
Mstep: Class 5 contains 22293 members 
Mstep: Class 6 contains 251077 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 244346 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60691 members 
Mstep: Class 12 contains 42029 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 41442 members 
Mstep: Class 15 contains 34008 members 
Mstep: Class 16 contains 185364 members 
Mstep: Class 17 contains 11215 members 
Mstep: Class 18 contains 24622 members 
Mstep: Class 19 contains 122855 members 
Mstep: Class 20 contains 30760 members 
Mstep: Class 21 contains 34111 members 
Mstep: Class 22 contains 18343 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5428 members 
Mstep: Class 25 contains 131027 members 
Mstep: Class 26 contains 15278 members 
Mstep: Class 27 contains 22938 members 
Mstep: Class 28 contains 1690 members 
Mstep: Class 29 contains 9309 members 
Mstep: Class 30 contains 10801 members 
Mstep: Class 31 contains 11487 members 
Mstep: Class 32 contains 100121 members 
Mstep: Class 33 contains 3944 members 
Mstep: Class 34 contains 10417 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1519 members 
Mstep: Class 37 contains 42065 members 
Mstep: Class 38 contains 22432 members 
Mstep: Class 39 contains 22506 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57421 members 
Mstep: Class 42 contains 16278 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988144.000000 Penalty: 158390.203125
Iteration 336Q: 45 clusters Score -2.259881e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 9709 members 
Mstep: Class 3 contains 174189 members 
Mstep: Class 4 contains 95760 members 
Mstep: Class 5 contains 22289 members 
Mstep: Class 6 contains 251102 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 244336 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60691 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 41442 members 
Mstep: Class 15 contains 34005 members 
Mstep: Class 16 contains 185383 members 
Mstep: Class 17 contains 11213 members 
Mstep: Class 18 contains 24621 members 
Mstep: Class 19 contains 122868 members 
Mstep: Class 20 contains 30776 members 
Mstep: Class 21 contains 34122 members 
Mstep: Class 22 contains 18340 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5428 members 
Mstep: Class 25 contains 131034 members 
Mstep: Class 26 contains 15289 members 
Mstep: Class 27 contains 22929 members 
Mstep: Class 28 contains 1687 members 
Mstep: Class 29 contains 9385 members 
Mstep: Class 30 contains 10794 members 
Mstep: Class 31 contains 11486 members 
Mstep: Class 32 contains 100099 members 
Mstep: Class 33 contains 3944 members 
Mstep: Class 34 contains 10417 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1519 members 
Mstep: Class 37 contains 42078 members 
Mstep: Class 38 contains 22433 members 
Mstep: Class 39 contains 22502 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57421 members 
Mstep: Class 42 contains 16281 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988064.000000 Penalty: 158390.203125
Iteration 337Q: 45 clusters Score -2.259881e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 9705 members 
Mstep: Class 3 contains 174189 members 
Mstep: Class 4 contains 95745 members 
Mstep: Class 5 contains 22290 members 
Mstep: Class 6 contains 251121 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244330 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 60690 members 
Mstep: Class 12 contains 42008 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41443 members 
Mstep: Class 15 contains 34012 members 
Mstep: Class 16 contains 185397 members 
Mstep: Class 17 contains 11212 members 
Mstep: Class 18 contains 24616 members 
Mstep: Class 19 contains 122872 members 
Mstep: Class 20 contains 30798 members 
Mstep: Class 21 contains 34122 members 
Mstep: Class 22 contains 18336 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5427 members 
Mstep: Class 25 contains 131032 members 
Mstep: Class 26 contains 15304 members 
Mstep: Class 27 contains 22920 members 
Mstep: Class 28 contains 1686 members 
Mstep: Class 29 contains 9450 members 
Mstep: Class 30 contains 10780 members 
Mstep: Class 31 contains 11487 members 
Mstep: Class 32 contains 100077 members 
Mstep: Class 33 contains 3947 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42087 members 
Mstep: Class 38 contains 22436 members 
Mstep: Class 39 contains 22504 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57418 members 
Mstep: Class 42 contains 16280 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 37015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988176.000000 Penalty: 158390.203125
Iteration 338Q: 45 clusters Score -2.259882e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 174193 members 
Mstep: Class 4 contains 95726 members 
Mstep: Class 5 contains 22288 members 
Mstep: Class 6 contains 251149 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 244321 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60690 members 
Mstep: Class 12 contains 42007 members 
Mstep: Class 13 contains 27183 members 
Mstep: Class 14 contains 41440 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 185391 members 
Mstep: Class 17 contains 11206 members 
Mstep: Class 18 contains 24620 members 
Mstep: Class 19 contains 122886 members 
Mstep: Class 20 contains 30818 members 
Mstep: Class 21 contains 34124 members 
Mstep: Class 22 contains 18334 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5425 members 
Mstep: Class 25 contains 131024 members 
Mstep: Class 26 contains 15317 members 
Mstep: Class 27 contains 22910 members 
Mstep: Class 28 contains 1685 members 
Mstep: Class 29 contains 9515 members 
Mstep: Class 30 contains 10780 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 100053 members 
Mstep: Class 33 contains 3950 members 
Mstep: Class 34 contains 10415 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42091 members 
Mstep: Class 38 contains 22441 members 
Mstep: Class 39 contains 22504 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57412 members 
Mstep: Class 42 contains 16278 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988160.000000 Penalty: 158390.203125
Iteration 339Q: 45 clusters Score -2.259882e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 174200 members 
Mstep: Class 4 contains 95703 members 
Mstep: Class 5 contains 22289 members 
Mstep: Class 6 contains 251170 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 244316 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60689 members 
Mstep: Class 12 contains 42000 members 
Mstep: Class 13 contains 27189 members 
Mstep: Class 14 contains 41439 members 
Mstep: Class 15 contains 34022 members 
Mstep: Class 16 contains 185399 members 
Mstep: Class 17 contains 11204 members 
Mstep: Class 18 contains 24621 members 
Mstep: Class 19 contains 122901 members 
Mstep: Class 20 contains 30833 members 
Mstep: Class 21 contains 34125 members 
Mstep: Class 22 contains 18325 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5424 members 
Mstep: Class 25 contains 131024 members 
Mstep: Class 26 contains 15327 members 
Mstep: Class 27 contains 22899 members 
Mstep: Class 28 contains 1684 members 
Mstep: Class 29 contains 9570 members 
Mstep: Class 30 contains 10776 members 
Mstep: Class 31 contains 11489 members 
Mstep: Class 32 contains 100034 members 
Mstep: Class 33 contains 3950 members 
Mstep: Class 34 contains 10417 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42101 members 
Mstep: Class 38 contains 22449 members 
Mstep: Class 39 contains 22504 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57410 members 
Mstep: Class 42 contains 16274 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 340F: 45 clusters Score -2.25988e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 9705 members 
Mstep: Class 3 contains 174206 members 
Mstep: Class 4 contains 95685 members 
Mstep: Class 5 contains 22285 members 
Mstep: Class 6 contains 251186 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 244307 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60685 members 
Mstep: Class 12 contains 42005 members 
Mstep: Class 13 contains 27196 members 
Mstep: Class 14 contains 41441 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 185398 members 
Mstep: Class 17 contains 11204 members 
Mstep: Class 18 contains 24625 members 
Mstep: Class 19 contains 122918 members 
Mstep: Class 20 contains 30848 members 
Mstep: Class 21 contains 34125 members 
Mstep: Class 22 contains 18316 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5422 members 
Mstep: Class 25 contains 131025 members 
Mstep: Class 26 contains 15341 members 
Mstep: Class 27 contains 22892 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9605 members 
Mstep: Class 30 contains 10777 members 
Mstep: Class 31 contains 11490 members 
Mstep: Class 32 contains 100009 members 
Mstep: Class 33 contains 3949 members 
Mstep: Class 34 contains 10419 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42104 members 
Mstep: Class 38 contains 22456 members 
Mstep: Class 39 contains 22505 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57410 members 
Mstep: Class 42 contains 16271 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987888.000000 Penalty: 158390.203125
Iteration 341Q: 45 clusters Score -2.259879e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 9704 members 
Mstep: Class 3 contains 174203 members 
Mstep: Class 4 contains 95664 members 
Mstep: Class 5 contains 22283 members 
Mstep: Class 6 contains 251201 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9129 members 
Mstep: Class 9 contains 244303 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60681 members 
Mstep: Class 12 contains 42001 members 
Mstep: Class 13 contains 27196 members 
Mstep: Class 14 contains 41440 members 
Mstep: Class 15 contains 34027 members 
Mstep: Class 16 contains 185403 members 
Mstep: Class 17 contains 11201 members 
Mstep: Class 18 contains 24629 members 
Mstep: Class 19 contains 122931 members 
Mstep: Class 20 contains 30867 members 
Mstep: Class 21 contains 34130 members 
Mstep: Class 22 contains 18310 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 131032 members 
Mstep: Class 26 contains 15349 members 
Mstep: Class 27 contains 22888 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9639 members 
Mstep: Class 30 contains 10774 members 
Mstep: Class 31 contains 11492 members 
Mstep: Class 32 contains 99982 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42109 members 
Mstep: Class 38 contains 22466 members 
Mstep: Class 39 contains 22509 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57414 members 
Mstep: Class 42 contains 16269 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987760.000000 Penalty: 158390.203125
Iteration 342Q: 45 clusters Score -2.259878e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 9703 members 
Mstep: Class 3 contains 174204 members 
Mstep: Class 4 contains 95648 members 
Mstep: Class 5 contains 22283 members 
Mstep: Class 6 contains 251210 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 244300 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60683 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 27202 members 
Mstep: Class 14 contains 41438 members 
Mstep: Class 15 contains 34028 members 
Mstep: Class 16 contains 185401 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 24630 members 
Mstep: Class 19 contains 122946 members 
Mstep: Class 20 contains 30876 members 
Mstep: Class 21 contains 34132 members 
Mstep: Class 22 contains 18307 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5419 members 
Mstep: Class 25 contains 131034 members 
Mstep: Class 26 contains 15358 members 
Mstep: Class 27 contains 22886 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9676 members 
Mstep: Class 30 contains 10771 members 
Mstep: Class 31 contains 11493 members 
Mstep: Class 32 contains 99967 members 
Mstep: Class 33 contains 3953 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42115 members 
Mstep: Class 38 contains 22469 members 
Mstep: Class 39 contains 22510 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57416 members 
Mstep: Class 42 contains 16267 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987648.000000 Penalty: 158390.203125
Iteration 343Q: 45 clusters Score -2.259876e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174209 members 
Mstep: Class 4 contains 95633 members 
Mstep: Class 5 contains 22279 members 
Mstep: Class 6 contains 251217 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9132 members 
Mstep: Class 9 contains 244291 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60684 members 
Mstep: Class 12 contains 41995 members 
Mstep: Class 13 contains 27201 members 
Mstep: Class 14 contains 41432 members 
Mstep: Class 15 contains 34028 members 
Mstep: Class 16 contains 185400 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 24628 members 
Mstep: Class 19 contains 122960 members 
Mstep: Class 20 contains 30884 members 
Mstep: Class 21 contains 34139 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5415 members 
Mstep: Class 25 contains 131034 members 
Mstep: Class 26 contains 15361 members 
Mstep: Class 27 contains 22882 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9710 members 
Mstep: Class 30 contains 10761 members 
Mstep: Class 31 contains 11494 members 
Mstep: Class 32 contains 99956 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10414 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42122 members 
Mstep: Class 38 contains 22473 members 
Mstep: Class 39 contains 22510 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57416 members 
Mstep: Class 42 contains 16266 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987760.000000 Penalty: 158390.203125
Iteration 344Q: 45 clusters Score -2.259878e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174205 members 
Mstep: Class 4 contains 95615 members 
Mstep: Class 5 contains 22275 members 
Mstep: Class 6 contains 251224 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9133 members 
Mstep: Class 9 contains 244281 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60682 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 27201 members 
Mstep: Class 14 contains 41429 members 
Mstep: Class 15 contains 34029 members 
Mstep: Class 16 contains 185403 members 
Mstep: Class 17 contains 11195 members 
Mstep: Class 18 contains 24629 members 
Mstep: Class 19 contains 122969 members 
Mstep: Class 20 contains 30894 members 
Mstep: Class 21 contains 34138 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5413 members 
Mstep: Class 25 contains 131042 members 
Mstep: Class 26 contains 15359 members 
Mstep: Class 27 contains 22883 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9736 members 
Mstep: Class 30 contains 10758 members 
Mstep: Class 31 contains 11495 members 
Mstep: Class 32 contains 99951 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10414 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42130 members 
Mstep: Class 38 contains 22477 members 
Mstep: Class 39 contains 22509 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57416 members 
Mstep: Class 42 contains 16265 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987696.000000 Penalty: 158390.203125
Iteration 345Q: 45 clusters Score -2.259877e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174199 members 
Mstep: Class 4 contains 95600 members 
Mstep: Class 5 contains 22273 members 
Mstep: Class 6 contains 251239 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244274 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 60678 members 
Mstep: Class 12 contains 41995 members 
Mstep: Class 13 contains 27199 members 
Mstep: Class 14 contains 41429 members 
Mstep: Class 15 contains 34027 members 
Mstep: Class 16 contains 185406 members 
Mstep: Class 17 contains 11192 members 
Mstep: Class 18 contains 24630 members 
Mstep: Class 19 contains 122969 members 
Mstep: Class 20 contains 30907 members 
Mstep: Class 21 contains 34143 members 
Mstep: Class 22 contains 18306 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131041 members 
Mstep: Class 26 contains 15358 members 
Mstep: Class 27 contains 22883 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9758 members 
Mstep: Class 30 contains 10756 members 
Mstep: Class 31 contains 11496 members 
Mstep: Class 32 contains 99939 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10415 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42136 members 
Mstep: Class 38 contains 22480 members 
Mstep: Class 39 contains 22509 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57415 members 
Mstep: Class 42 contains 16266 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987840.000000 Penalty: 158390.203125
Iteration 346Q: 45 clusters Score -2.259878e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 9699 members 
Mstep: Class 3 contains 174203 members 
Mstep: Class 4 contains 95590 members 
Mstep: Class 5 contains 22272 members 
Mstep: Class 6 contains 251256 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244266 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 60675 members 
Mstep: Class 12 contains 41997 members 
Mstep: Class 13 contains 27201 members 
Mstep: Class 14 contains 41428 members 
Mstep: Class 15 contains 34025 members 
Mstep: Class 16 contains 185407 members 
Mstep: Class 17 contains 11186 members 
Mstep: Class 18 contains 24632 members 
Mstep: Class 19 contains 122964 members 
Mstep: Class 20 contains 30920 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 131037 members 
Mstep: Class 26 contains 15358 members 
Mstep: Class 27 contains 22881 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9773 members 
Mstep: Class 30 contains 10755 members 
Mstep: Class 31 contains 11500 members 
Mstep: Class 32 contains 99922 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1518 members 
Mstep: Class 37 contains 42146 members 
Mstep: Class 38 contains 22485 members 
Mstep: Class 39 contains 22509 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57412 members 
Mstep: Class 42 contains 16266 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987840.000000 Penalty: 158390.203125
Iteration 347Q: 45 clusters Score -2.259878e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 9699 members 
Mstep: Class 3 contains 174205 members 
Mstep: Class 4 contains 95588 members 
Mstep: Class 5 contains 22272 members 
Mstep: Class 6 contains 251265 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 244267 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60675 members 
Mstep: Class 12 contains 41988 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 41428 members 
Mstep: Class 15 contains 34025 members 
Mstep: Class 16 contains 185406 members 
Mstep: Class 17 contains 11180 members 
Mstep: Class 18 contains 24632 members 
Mstep: Class 19 contains 122970 members 
Mstep: Class 20 contains 30926 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 18305 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 131039 members 
Mstep: Class 26 contains 15362 members 
Mstep: Class 27 contains 22881 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9787 members 
Mstep: Class 30 contains 10750 members 
Mstep: Class 31 contains 11502 members 
Mstep: Class 32 contains 99910 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10415 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42151 members 
Mstep: Class 38 contains 22487 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57410 members 
Mstep: Class 42 contains 16267 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987744.000000 Penalty: 158390.203125
Iteration 348Q: 45 clusters Score -2.259877e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 9699 members 
Mstep: Class 3 contains 174206 members 
Mstep: Class 4 contains 95577 members 
Mstep: Class 5 contains 22271 members 
Mstep: Class 6 contains 251265 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244265 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60674 members 
Mstep: Class 12 contains 41988 members 
Mstep: Class 13 contains 27190 members 
Mstep: Class 14 contains 41429 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 185409 members 
Mstep: Class 17 contains 11175 members 
Mstep: Class 18 contains 24632 members 
Mstep: Class 19 contains 122976 members 
Mstep: Class 20 contains 30939 members 
Mstep: Class 21 contains 34148 members 
Mstep: Class 22 contains 18300 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5408 members 
Mstep: Class 25 contains 131045 members 
Mstep: Class 26 contains 15364 members 
Mstep: Class 27 contains 22882 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9805 members 
Mstep: Class 30 contains 10748 members 
Mstep: Class 31 contains 11503 members 
Mstep: Class 32 contains 99898 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42155 members 
Mstep: Class 38 contains 22482 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57408 members 
Mstep: Class 42 contains 16268 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987856.000000 Penalty: 158390.203125
Iteration 349Q: 45 clusters Score -2.259879e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 174209 members 
Mstep: Class 4 contains 95570 members 
Mstep: Class 5 contains 22270 members 
Mstep: Class 6 contains 251278 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244262 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60672 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 27191 members 
Mstep: Class 14 contains 41426 members 
Mstep: Class 15 contains 34027 members 
Mstep: Class 16 contains 185408 members 
Mstep: Class 17 contains 11172 members 
Mstep: Class 18 contains 24630 members 
Mstep: Class 19 contains 122987 members 
Mstep: Class 20 contains 30950 members 
Mstep: Class 21 contains 34152 members 
Mstep: Class 22 contains 18298 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 131039 members 
Mstep: Class 26 contains 15364 members 
Mstep: Class 27 contains 22882 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9820 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 99888 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10415 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42162 members 
Mstep: Class 38 contains 22484 members 
Mstep: Class 39 contains 22512 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57405 members 
Mstep: Class 42 contains 16267 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988064.000000 Penalty: 158390.203125
Iteration 350Q: 45 clusters Score -2.259881e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174212 members 
Mstep: Class 4 contains 95561 members 
Mstep: Class 5 contains 22269 members 
Mstep: Class 6 contains 251294 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244253 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 60669 members 
Mstep: Class 12 contains 41978 members 
Mstep: Class 13 contains 27193 members 
Mstep: Class 14 contains 41424 members 
Mstep: Class 15 contains 34029 members 
Mstep: Class 16 contains 185409 members 
Mstep: Class 17 contains 11171 members 
Mstep: Class 18 contains 24630 members 
Mstep: Class 19 contains 122997 members 
Mstep: Class 20 contains 30964 members 
Mstep: Class 21 contains 34155 members 
Mstep: Class 22 contains 18296 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5412 members 
Mstep: Class 25 contains 131038 members 
Mstep: Class 26 contains 15362 members 
Mstep: Class 27 contains 22882 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9827 members 
Mstep: Class 30 contains 10746 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 99873 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10413 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42166 members 
Mstep: Class 38 contains 22485 members 
Mstep: Class 39 contains 22510 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57404 members 
Mstep: Class 42 contains 16268 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987840.000000 Penalty: 158390.203125
Iteration 351Q: 45 clusters Score -2.259878e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174213 members 
Mstep: Class 4 contains 95552 members 
Mstep: Class 5 contains 22266 members 
Mstep: Class 6 contains 251303 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244247 members 
Mstep: Class 10 contains 15640 members 
Mstep: Class 11 contains 60668 members 
Mstep: Class 12 contains 41977 members 
Mstep: Class 13 contains 27194 members 
Mstep: Class 14 contains 41425 members 
Mstep: Class 15 contains 34029 members 
Mstep: Class 16 contains 185408 members 
Mstep: Class 17 contains 11168 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123000 members 
Mstep: Class 20 contains 30976 members 
Mstep: Class 21 contains 34156 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5412 members 
Mstep: Class 25 contains 131040 members 
Mstep: Class 26 contains 15363 members 
Mstep: Class 27 contains 22882 members 
Mstep: Class 28 contains 1683 members 
Mstep: Class 29 contains 9838 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 99859 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42166 members 
Mstep: Class 38 contains 22486 members 
Mstep: Class 39 contains 22510 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57406 members 
Mstep: Class 42 contains 16269 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987984.000000 Penalty: 158390.203125
Iteration 352Q: 45 clusters Score -2.25988e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174212 members 
Mstep: Class 4 contains 95548 members 
Mstep: Class 5 contains 22265 members 
Mstep: Class 6 contains 251311 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244244 members 
Mstep: Class 10 contains 15639 members 
Mstep: Class 11 contains 60665 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 41427 members 
Mstep: Class 15 contains 34028 members 
Mstep: Class 16 contains 185410 members 
Mstep: Class 17 contains 11167 members 
Mstep: Class 18 contains 24633 members 
Mstep: Class 19 contains 123003 members 
Mstep: Class 20 contains 30987 members 
Mstep: Class 21 contains 34156 members 
Mstep: Class 22 contains 18292 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131040 members 
Mstep: Class 26 contains 15365 members 
Mstep: Class 27 contains 22882 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9849 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 99849 members 
Mstep: Class 33 contains 3952 members 
Mstep: Class 34 contains 10417 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42167 members 
Mstep: Class 38 contains 22487 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57403 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987808.000000 Penalty: 158390.203125
Iteration 353Q: 45 clusters Score -2.259878e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174214 members 
Mstep: Class 4 contains 95543 members 
Mstep: Class 5 contains 22263 members 
Mstep: Class 6 contains 251319 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 244241 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60665 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27192 members 
Mstep: Class 14 contains 41424 members 
Mstep: Class 15 contains 34030 members 
Mstep: Class 16 contains 185409 members 
Mstep: Class 17 contains 11168 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123002 members 
Mstep: Class 20 contains 31001 members 
Mstep: Class 21 contains 34158 members 
Mstep: Class 22 contains 18289 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131046 members 
Mstep: Class 26 contains 15368 members 
Mstep: Class 27 contains 22881 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9860 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 99839 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10416 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42168 members 
Mstep: Class 38 contains 22489 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57400 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987792.000000 Penalty: 158390.203125
Iteration 354Q: 45 clusters Score -2.259878e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174216 members 
Mstep: Class 4 contains 95539 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251325 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9135 members 
Mstep: Class 9 contains 244243 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60666 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27186 members 
Mstep: Class 14 contains 41420 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 185409 members 
Mstep: Class 17 contains 11167 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123009 members 
Mstep: Class 20 contains 31010 members 
Mstep: Class 21 contains 34159 members 
Mstep: Class 22 contains 18287 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131049 members 
Mstep: Class 26 contains 15374 members 
Mstep: Class 27 contains 22878 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9866 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 99823 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10418 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42169 members 
Mstep: Class 38 contains 22490 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57401 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987728.000000 Penalty: 158390.203125
Iteration 355Q: 45 clusters Score -2.259877e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174212 members 
Mstep: Class 4 contains 95534 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251332 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244242 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60665 members 
Mstep: Class 12 contains 41967 members 
Mstep: Class 13 contains 27184 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 185408 members 
Mstep: Class 17 contains 11165 members 
Mstep: Class 18 contains 24634 members 
Mstep: Class 19 contains 123010 members 
Mstep: Class 20 contains 31027 members 
Mstep: Class 21 contains 34161 members 
Mstep: Class 22 contains 18287 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131050 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 22875 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9874 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99803 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10419 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42174 members 
Mstep: Class 38 contains 22491 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57399 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987872.000000 Penalty: 158390.203125
Iteration 356Q: 45 clusters Score -2.259879e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174212 members 
Mstep: Class 4 contains 95529 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251336 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244237 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60667 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 27181 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34031 members 
Mstep: Class 16 contains 185408 members 
Mstep: Class 17 contains 11163 members 
Mstep: Class 18 contains 24634 members 
Mstep: Class 19 contains 123013 members 
Mstep: Class 20 contains 31039 members 
Mstep: Class 21 contains 34160 members 
Mstep: Class 22 contains 18287 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131050 members 
Mstep: Class 26 contains 15378 members 
Mstep: Class 27 contains 22873 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9885 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99788 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10420 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42178 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57400 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987776.000000 Penalty: 158390.203125
Iteration 357Q: 45 clusters Score -2.259878e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174213 members 
Mstep: Class 4 contains 95525 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251340 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9136 members 
Mstep: Class 9 contains 244239 members 
Mstep: Class 10 contains 15638 members 
Mstep: Class 11 contains 60666 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27179 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34033 members 
Mstep: Class 16 contains 185407 members 
Mstep: Class 17 contains 11160 members 
Mstep: Class 18 contains 24634 members 
Mstep: Class 19 contains 123013 members 
Mstep: Class 20 contains 31049 members 
Mstep: Class 21 contains 34160 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131052 members 
Mstep: Class 26 contains 15377 members 
Mstep: Class 27 contains 22871 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9890 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99774 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42181 members 
Mstep: Class 38 contains 22495 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57398 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987776.000000 Penalty: 158390.203125
Iteration 358Q: 45 clusters Score -2.259878e+08 nChanged 55
Entering ConstructFrom: 
Score: -225987776.000000 Penalty: 158390.203125
Entering ConstructFrom: 
Trying to split cluster 1 (33566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Entering Unmasked Estep 
Score: -3928638.250000 Penalty: 2584.474609
	Iteration 0F: 2 clusters Score -3928638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3905673.500000 Penalty: 5168.949219
	Iteration 0F: 3 clusters Score -3905674 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3913994.000000 Penalty: 5168.949219
	Iteration 1F: 3 clusters Score -3913994 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3914409.500000 Penalty: 5168.949219
	Iteration 2Q: 3 clusters Score -3914410 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -3914812.250000 Penalty: 5168.949219
	Iteration 3Q: 3 clusters Score -3914812 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3915191.500000 Penalty: 5168.949219
	Iteration 4Q: 3 clusters Score -3915192 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3915723.250000 Penalty: 5168.949219
	Iteration 5Q: 3 clusters Score -3915723 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3916352.750000 Penalty: 5168.949219
	Iteration 6Q: 3 clusters Score -3916353 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3917208.000000 Penalty: 5168.949219
	Iteration 7Q: 3 clusters Score -3917208 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -3918297.750000 Penalty: 5168.949219
	Iteration 8F: 3 clusters Score -3918298 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3919524.000000 Penalty: 5168.949219
	Iteration 9F: 3 clusters Score -3919524 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3920601.500000 Penalty: 5168.949219
	Iteration 10F: 3 clusters Score -3920602 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3921579.250000 Penalty: 5168.949219
	Iteration 11F: 3 clusters Score -3921579 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3922359.000000 Penalty: 5168.949219
	Iteration 12Q: 3 clusters Score -3922359 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3922996.500000 Penalty: 5168.949219
	Iteration 13Q: 3 clusters Score -3922996 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3923500.000000 Penalty: 5168.949219
	Iteration 14Q: 3 clusters Score -3923500 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -3923941.250000 Penalty: 5168.949219
	Iteration 15Q: 3 clusters Score -3923941 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3924309.000000 Penalty: 5168.949219
	Iteration 16Q: 3 clusters Score -3924309 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3924664.500000 Penalty: 5168.949219
	Iteration 17Q: 3 clusters Score -3924664 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3924986.250000 Penalty: 5168.949219
	Iteration 18Q: 3 clusters Score -3924986 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -3925292.750000 Penalty: 5168.949219
	Iteration 19Q: 3 clusters Score -3925293 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3925568.750000 Penalty: 5168.949219
	Iteration 20F: 3 clusters Score -3925569 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -3925778.250000 Penalty: 5168.949219
	Iteration 21Q: 3 clusters Score -3925778 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -3925940.250000 Penalty: 5168.949219
	Iteration 22Q: 3 clusters Score -3925940 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -3926062.750000 Penalty: 5168.949219
	Iteration 23Q: 3 clusters Score -3926063 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3926150.250000 Penalty: 5168.949219
	Iteration 24Q: 3 clusters Score -3926150 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3926227.000000 Penalty: 5168.949219
	Iteration 25Q: 3 clusters Score -3926227 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3926283.500000 Penalty: 5168.949219
	Iteration 26Q: 3 clusters Score -3926284 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -3926326.250000 Penalty: 5168.949219
	Iteration 27Q: 3 clusters Score -3926326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3926375.000000 Penalty: 5168.949219
	Iteration 28Q: 3 clusters Score -3926375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3926409.250000 Penalty: 5168.949219
	Iteration 29Q: 3 clusters Score -3926409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3926427.000000 Penalty: 5168.949219
	Iteration 30Q: 3 clusters Score -3926427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -3926441.000000 Penalty: 5168.949219
	Iteration 31Q: 3 clusters Score -3926441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3926451.000000 Penalty: 5168.949219
	Iteration 32Q: 3 clusters Score -3926451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3926466.500000 Penalty: 5168.949219
	Iteration 33Q: 3 clusters Score -3926466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -3926483.500000 Penalty: 5168.949219
	Iteration 34Q: 3 clusters Score -3926484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -3926496.500000 Penalty: 5168.949219
	Iteration 35Q: 3 clusters Score -3926496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3926503.250000 Penalty: 5168.949219
	Iteration 36Q: 3 clusters Score -3926503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -3926516.750000 Penalty: 5168.949219
	Iteration 37Q: 3 clusters Score -3926517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3926516.000000 Penalty: 5168.949219
	Iteration 38Q: 3 clusters Score -3926516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -3926521.250000 Penalty: 5168.949219
	Iteration 39Q: 3 clusters Score -3926521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -3926525.000000 Penalty: 5168.949219
	Iteration 40F: 3 clusters Score -3926525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Entering Unmasked Estep 
Score: -1067662.000000 Penalty: 2276.661621
	Iteration 0F: 2 clusters Score -1067662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1060249.750000 Penalty: 4553.323242
	Iteration 0F: 3 clusters Score -1060250 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1062402.000000 Penalty: 4553.323242
	Iteration 1F: 3 clusters Score -1062402 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1062770.750000 Penalty: 4553.323242
	Iteration 2F: 3 clusters Score -1062771 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1063076.625000 Penalty: 4553.323242
	Iteration 3F: 3 clusters Score -1063077 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1063366.250000 Penalty: 4553.323242
	Iteration 4F: 3 clusters Score -1063366 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1063705.500000 Penalty: 4553.323242
	Iteration 5F: 3 clusters Score -1063706 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1064057.500000 Penalty: 4553.323242
	Iteration 6F: 3 clusters Score -1064058 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1064393.000000 Penalty: 4553.323242
	Iteration 7F: 3 clusters Score -1064393 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1064711.625000 Penalty: 4553.323242
	Iteration 8F: 3 clusters Score -1064712 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1065006.625000 Penalty: 4553.323242
	Iteration 9Q: 3 clusters Score -1065007 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1065306.375000 Penalty: 4553.323242
	Iteration 10Q: 3 clusters Score -1065306 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1065635.250000 Penalty: 4553.323242
	Iteration 11Q: 3 clusters Score -1065635 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1065966.625000 Penalty: 4553.323242
	Iteration 12Q: 3 clusters Score -1065967 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1066143.375000 Penalty: 4553.323242
	Iteration 13Q: 3 clusters Score -1066143 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1066258.250000 Penalty: 4553.323242
	Iteration 14Q: 3 clusters Score -1066258 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1066340.125000 Penalty: 4553.323242
	Iteration 15Q: 3 clusters Score -1066340 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1066415.125000 Penalty: 4553.323242
	Iteration 16Q: 3 clusters Score -1066415 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1066486.125000 Penalty: 4553.323242
	Iteration 17Q: 3 clusters Score -1066486 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1066555.625000 Penalty: 4553.323242
	Iteration 18Q: 3 clusters Score -1066556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1066625.000000 Penalty: 4553.323242
	Iteration 19Q: 3 clusters Score -1066625 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1066695.000000 Penalty: 4553.323242
	Iteration 20F: 3 clusters Score -1066695 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1066745.250000 Penalty: 4553.323242
	Iteration 21Q: 3 clusters Score -1066745 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1066787.750000 Penalty: 4553.323242
	Iteration 22Q: 3 clusters Score -1066788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1066816.500000 Penalty: 4553.323242
	Iteration 23Q: 3 clusters Score -1066816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1066840.750000 Penalty: 4553.323242
	Iteration 24Q: 3 clusters Score -1066841 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1066855.375000 Penalty: 4553.323242
	Iteration 25Q: 3 clusters Score -1066855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1066864.000000 Penalty: 4553.323242
	Iteration 26Q: 3 clusters Score -1066864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1066876.625000 Penalty: 4553.323242
	Iteration 27Q: 3 clusters Score -1066877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1066885.625000 Penalty: 4553.323242
	Iteration 28Q: 3 clusters Score -1066886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1066896.125000 Penalty: 4553.323242
	Iteration 29Q: 3 clusters Score -1066896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1066907.375000 Penalty: 4553.323242
	Iteration 30Q: 3 clusters Score -1066907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1066915.625000 Penalty: 4553.323242
	Iteration 31Q: 3 clusters Score -1066916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1066920.125000 Penalty: 4553.323242
	Iteration 32Q: 3 clusters Score -1066920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1066926.250000 Penalty: 4553.323242
	Iteration 33Q: 3 clusters Score -1066926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1066929.375000 Penalty: 4553.323242
	Iteration 34Q: 3 clusters Score -1066929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1066929.750000 Penalty: 4553.323242
	Iteration 35Q: 3 clusters Score -1066930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1066932.875000 Penalty: 4553.323242
	Iteration 36Q: 3 clusters Score -1066933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1066936.375000 Penalty: 4553.323242
	Iteration 37Q: 3 clusters Score -1066936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1066937.000000 Penalty: 4553.323242
	Iteration 38Q: 3 clusters Score -1066937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1066940.500000 Penalty: 4553.323242
	Iteration 39Q: 3 clusters Score -1066940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1066943.500000 Penalty: 4553.323242
	Iteration 40F: 3 clusters Score -1066944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1066945.375000 Penalty: 4553.323242
	Iteration 41Q: 3 clusters Score -1066945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1066945.875000 Penalty: 4553.323242
	Iteration 42Q: 3 clusters Score -1066946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1066951.750000 Penalty: 4553.323242
	Iteration 43Q: 3 clusters Score -1066952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1066954.625000 Penalty: 4553.323242
	Iteration 44Q: 3 clusters Score -1066955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1066957.625000 Penalty: 4553.323242
	Iteration 45Q: 3 clusters Score -1066958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1066959.375000 Penalty: 4553.323242
	Iteration 46Q: 3 clusters Score -1066959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1066963.625000 Penalty: 4553.323242
	Iteration 47Q: 3 clusters Score -1066964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1066970.750000 Penalty: 4553.323242
	Iteration 48Q: 3 clusters Score -1066971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1066971.125000 Penalty: 4553.323242
	Iteration 49Q: 3 clusters Score -1066971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1066972.625000 Penalty: 4553.323242
	Iteration 50Q: 3 clusters Score -1066973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1066975.375000 Penalty: 4553.323242
	Iteration 51Q: 3 clusters Score -1066975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1066978.500000 Penalty: 4553.323242
	Iteration 52Q: 3 clusters Score -1066978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1066982.250000 Penalty: 4553.323242
	Iteration 53Q: 3 clusters Score -1066982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1066985.625000 Penalty: 4553.323242
	Iteration 54Q: 3 clusters Score -1066986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1066989.625000 Penalty: 4553.323242
	Iteration 55Q: 3 clusters Score -1066990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1066997.875000 Penalty: 4553.323242
	Iteration 56Q: 3 clusters Score -1066998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1067003.375000 Penalty: 4553.323242
	Iteration 57Q: 3 clusters Score -1067003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1067005.375000 Penalty: 4553.323242
	Iteration 58Q: 3 clusters Score -1067005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1067010.250000 Penalty: 4553.323242
	Iteration 59Q: 3 clusters Score -1067010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1067013.625000 Penalty: 4553.323242
	Iteration 60F: 3 clusters Score -1067014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1067016.750000 Penalty: 4553.323242
	Iteration 61Q: 3 clusters Score -1067017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1067019.000000 Penalty: 4553.323242
	Iteration 62Q: 3 clusters Score -1067019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1067021.125000 Penalty: 4553.323242
	Iteration 63Q: 3 clusters Score -1067021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1067020.250000 Penalty: 4553.323242
	Iteration 64Q: 3 clusters Score -1067020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1067024.375000 Penalty: 4553.323242
	Iteration 65Q: 3 clusters Score -1067024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1067025.000000 Penalty: 4553.323242
	Iteration 66Q: 3 clusters Score -1067025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1067025.750000 Penalty: 4553.323242
	Iteration 67Q: 3 clusters Score -1067026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1067031.125000 Penalty: 4553.323242
	Iteration 68Q: 3 clusters Score -1067031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1067030.625000 Penalty: 4553.323242
	Iteration 69Q: 3 clusters Score -1067031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1067031.000000 Penalty: 4553.323242
	Iteration 70Q: 3 clusters Score -1067031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1067030.625000 Penalty: 4553.323242
	Iteration 71Q: 3 clusters Score -1067031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1067029.375000 Penalty: 4553.323242
	Iteration 72Q: 3 clusters Score -1067029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1067029.375000 Penalty: 4553.323242
	Iteration 73F: 3 clusters Score -1067029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (174214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174214 members 
Entering Unmasked Estep 
Score: -20179194.000000 Penalty: 2992.873779
	Iteration 0F: 2 clusters Score -2.017919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -20062912.000000 Penalty: 5985.747559
	Iteration 0F: 3 clusters Score -2.006291e+07 nChanged 83563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -20111824.000000 Penalty: 5985.747559
	Iteration 1F: 3 clusters Score -2.011182e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 90260 members 
Entering Unmasked Estep 
Score: -20113200.000000 Penalty: 5985.747559
	Iteration 2Q: 3 clusters Score -2.01132e+07 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81317 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -20115242.000000 Penalty: 5985.747559
	Iteration 3Q: 3 clusters Score -2.011524e+07 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 97129 members 
Entering Unmasked Estep 
Score: -20118322.000000 Penalty: 5985.747559
	Iteration 4Q: 3 clusters Score -2.011832e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70978 members 
Mstep: Class 2 contains 103236 members 
Entering Unmasked Estep 
Score: -20122630.000000 Penalty: 5985.747559
	Iteration 5F: 3 clusters Score -2.012263e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -20128740.000000 Penalty: 5985.747559
	Iteration 6F: 3 clusters Score -2.012874e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53625 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -20136176.000000 Penalty: 5985.747559
	Iteration 7F: 3 clusters Score -2.013618e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 130568 members 
Entering Unmasked Estep 
Score: -20143880.000000 Penalty: 5985.747559
	Iteration 8F: 3 clusters Score -2.014388e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 140553 members 
Entering Unmasked Estep 
Score: -20151716.000000 Penalty: 5985.747559
	Iteration 9F: 3 clusters Score -2.015172e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 150031 members 
Entering Unmasked Estep 
Score: -20159084.000000 Penalty: 5985.747559
	Iteration 10F: 3 clusters Score -2.015908e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -20165286.000000 Penalty: 5985.747559
	Iteration 11Q: 3 clusters Score -2.016529e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -20169656.000000 Penalty: 5985.747559
	Iteration 12Q: 3 clusters Score -2.016966e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 167660 members 
Entering Unmasked Estep 
Score: -20172446.000000 Penalty: 5985.747559
	Iteration 13Q: 3 clusters Score -2.017245e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -20174150.000000 Penalty: 5985.747559
	Iteration 14Q: 3 clusters Score -2.017415e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -20175298.000000 Penalty: 5985.747559
	Iteration 15Q: 3 clusters Score -2.01753e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -20175828.000000 Penalty: 5985.747559
	Iteration 16Q: 3 clusters Score -2.017583e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 173080 members 
Entering Unmasked Estep 
Score: -20176084.000000 Penalty: 5985.747559
	Iteration 17Q: 3 clusters Score -2.017608e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 173311 members 
Entering Unmasked Estep 
Score: -20176250.000000 Penalty: 5985.747559
	Iteration 18Q: 3 clusters Score -2.017625e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 173450 members 
Entering Unmasked Estep 
Score: -20176366.000000 Penalty: 5985.747559
	Iteration 19Q: 3 clusters Score -2.017637e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 173529 members 
Entering Unmasked Estep 
Score: -20176428.000000 Penalty: 5985.747559
	Iteration 20F: 3 clusters Score -2.017643e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 173577 members 
Entering Unmasked Estep 
Score: -20176476.000000 Penalty: 5985.747559
	Iteration 21Q: 3 clusters Score -2.017648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 173610 members 
Entering Unmasked Estep 
Score: -20176538.000000 Penalty: 5985.747559
	Iteration 22Q: 3 clusters Score -2.017654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -20176546.000000 Penalty: 5985.747559
	Iteration 23Q: 3 clusters Score -2.017655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 173649 members 
Entering Unmasked Estep 
Score: -20176558.000000 Penalty: 5985.747559
	Iteration 24Q: 3 clusters Score -2.017656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 173668 members 
Entering Unmasked Estep 
Score: -20176586.000000 Penalty: 5985.747559
	Iteration 25Q: 3 clusters Score -2.017659e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 173685 members 
Entering Unmasked Estep 
Score: -20176618.000000 Penalty: 5985.747559
	Iteration 26Q: 3 clusters Score -2.017662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 173693 members 
Entering Unmasked Estep 
Score: -20176608.000000 Penalty: 5985.747559
	Iteration 27Q: 3 clusters Score -2.017661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 173696 members 
Entering Unmasked Estep 
Score: -20176626.000000 Penalty: 5985.747559
	Iteration 28Q: 3 clusters Score -2.017663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 173697 members 
Entering Unmasked Estep 
Score: -20176626.000000 Penalty: 5985.747559
	Iteration 29Q: 3 clusters Score -2.017663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 173702 members 
Entering Unmasked Estep 
Score: -20176628.000000 Penalty: 5985.747559
	Iteration 30Q: 3 clusters Score -2.017663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 173707 members 
Entering Unmasked Estep 
Score: -20176620.000000 Penalty: 5985.747559
	Iteration 31Q: 3 clusters Score -2.017662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 173715 members 
Entering Unmasked Estep 
Score: -20176636.000000 Penalty: 5985.747559
	Iteration 32Q: 3 clusters Score -2.017664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 173717 members 
Entering Unmasked Estep 
Score: -20176644.000000 Penalty: 5985.747559
	Iteration 33Q: 3 clusters Score -2.017664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 173722 members 
Entering Unmasked Estep 
Score: -20176636.000000 Penalty: 5985.747559
	Iteration 34Q: 3 clusters Score -2.017664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -20176652.000000 Penalty: 5985.747559
	Iteration 35Q: 3 clusters Score -2.017665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 173722 members 
Entering Unmasked Estep 
Score: -20176648.000000 Penalty: 5985.747559
	Iteration 36Q: 3 clusters Score -2.017665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 173722 members 
Entering Unmasked Estep 
Score: -20176646.000000 Penalty: 5985.747559
	Iteration 37Q: 3 clusters Score -2.017665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173723 members 
Entering Unmasked Estep 
Score: -20176656.000000 Penalty: 5985.747559
	Iteration 38Q: 3 clusters Score -2.017666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173724 members 
Entering Unmasked Estep 
Score: -20176672.000000 Penalty: 5985.747559
	Iteration 39Q: 3 clusters Score -2.017667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -20176676.000000 Penalty: 5985.747559
	Iteration 40F: 3 clusters Score -2.017668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -20176668.000000 Penalty: 5985.747559
	Iteration 41Q: 3 clusters Score -2.017667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 173727 members 
Entering Unmasked Estep 
Score: -20176668.000000 Penalty: 5985.747559
	Iteration 42Q: 3 clusters Score -2.017667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 173726 members 
Entering Unmasked Estep 
Score: -20176674.000000 Penalty: 5985.747559
	Iteration 43Q: 3 clusters Score -2.017667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -20176672.000000 Penalty: 5985.747559
	Iteration 44Q: 3 clusters Score -2.017667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -20176672.000000 Penalty: 5985.747559
	Iteration 45F: 3 clusters Score -2.017667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (95525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95525 members 
Entering Unmasked Estep 
Score: -11134827.000000 Penalty: 2843.851562
	Iteration 0F: 2 clusters Score -1.113483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -11070951.000000 Penalty: 5687.703125
	Iteration 0F: 3 clusters Score -1.107095e+07 nChanged 45143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -11096738.000000 Penalty: 5687.703125
	Iteration 1F: 3 clusters Score -1.109674e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -11097881.000000 Penalty: 5687.703125
	Iteration 2Q: 3 clusters Score -1.109788e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -11099117.000000 Penalty: 5687.703125
	Iteration 3Q: 3 clusters Score -1.109912e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -11100880.000000 Penalty: 5687.703125
	Iteration 4Q: 3 clusters Score -1.110088e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -11103330.000000 Penalty: 5687.703125
	Iteration 5F: 3 clusters Score -1.110333e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -11106927.000000 Penalty: 5687.703125
	Iteration 6F: 3 clusters Score -1.110693e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71970 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -11111936.000000 Penalty: 5687.703125
	Iteration 7F: 3 clusters Score -1.111194e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -11117672.000000 Penalty: 5687.703125
	Iteration 8F: 3 clusters Score -1.111767e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -11122742.000000 Penalty: 5687.703125
	Iteration 9F: 3 clusters Score -1.112274e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -11126677.000000 Penalty: 5687.703125
	Iteration 10Q: 3 clusters Score -1.112668e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91457 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -11129290.000000 Penalty: 5687.703125
	Iteration 11Q: 3 clusters Score -1.112929e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -11130734.000000 Penalty: 5687.703125
	Iteration 12Q: 3 clusters Score -1.113073e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11131524.000000 Penalty: 5687.703125
	Iteration 13Q: 3 clusters Score -1.113152e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11131918.000000 Penalty: 5687.703125
	Iteration 14Q: 3 clusters Score -1.113192e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11132134.000000 Penalty: 5687.703125
	Iteration 15Q: 3 clusters Score -1.113213e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94762 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11132273.000000 Penalty: 5687.703125
	Iteration 16Q: 3 clusters Score -1.113227e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11132344.000000 Penalty: 5687.703125
	Iteration 17Q: 3 clusters Score -1.113234e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11132404.000000 Penalty: 5687.703125
	Iteration 18Q: 3 clusters Score -1.11324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94917 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11132444.000000 Penalty: 5687.703125
	Iteration 19Q: 3 clusters Score -1.113244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11132483.000000 Penalty: 5687.703125
	Iteration 20F: 3 clusters Score -1.113248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11132518.000000 Penalty: 5687.703125
	Iteration 21Q: 3 clusters Score -1.113252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94957 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11132528.000000 Penalty: 5687.703125
	Iteration 22Q: 3 clusters Score -1.113253e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11132535.000000 Penalty: 5687.703125
	Iteration 23Q: 3 clusters Score -1.113254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11132545.000000 Penalty: 5687.703125
	Iteration 24Q: 3 clusters Score -1.113254e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11132549.000000 Penalty: 5687.703125
	Iteration 25Q: 3 clusters Score -1.113255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11132552.000000 Penalty: 5687.703125
	Iteration 26Q: 3 clusters Score -1.113255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11132548.000000 Penalty: 5687.703125
	Iteration 27Q: 3 clusters Score -1.113255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11132562.000000 Penalty: 5687.703125
	Iteration 28Q: 3 clusters Score -1.113256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94967 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11132551.000000 Penalty: 5687.703125
	Iteration 29Q: 3 clusters Score -1.113255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11132557.000000 Penalty: 5687.703125
	Iteration 30Q: 3 clusters Score -1.113256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11132551.000000 Penalty: 5687.703125
	Iteration 31Q: 3 clusters Score -1.113255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11132548.000000 Penalty: 5687.703125
	Iteration 32Q: 3 clusters Score -1.113255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11132550.000000 Penalty: 5687.703125
	Iteration 33Q: 3 clusters Score -1.113255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11132554.000000 Penalty: 5687.703125
	Iteration 34Q: 3 clusters Score -1.113255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11132558.000000 Penalty: 5687.703125
	Iteration 35Q: 3 clusters Score -1.113256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11132551.000000 Penalty: 5687.703125
	Iteration 36Q: 3 clusters Score -1.113255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11132560.000000 Penalty: 5687.703125
	Iteration 37Q: 3 clusters Score -1.113256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11132562.000000 Penalty: 5687.703125
	Iteration 38Q: 3 clusters Score -1.113256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11132563.000000 Penalty: 5687.703125
	Iteration 39Q: 3 clusters Score -1.113256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11132566.000000 Penalty: 5687.703125
	Iteration 40F: 3 clusters Score -1.113257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11132566.000000 Penalty: 5687.703125
	Iteration 41Q: 3 clusters Score -1.113257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11132567.000000 Penalty: 5687.703125
	Iteration 42Q: 3 clusters Score -1.113257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11132565.000000 Penalty: 5687.703125
	Iteration 43Q: 3 clusters Score -1.113256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94988 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11132560.000000 Penalty: 5687.703125
	Iteration 44Q: 3 clusters Score -1.113256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11132572.000000 Penalty: 5687.703125
	Iteration 45Q: 3 clusters Score -1.113257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11132573.000000 Penalty: 5687.703125
	Iteration 46Q: 3 clusters Score -1.113257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11132568.000000 Penalty: 5687.703125
	Iteration 47Q: 3 clusters Score -1.113257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11132577.000000 Penalty: 5687.703125
	Iteration 48Q: 3 clusters Score -1.113258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11132573.000000 Penalty: 5687.703125
	Iteration 49Q: 3 clusters Score -1.113257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11132573.000000 Penalty: 5687.703125
	Iteration 50F: 3 clusters Score -1.113257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Entering Unmasked Estep 
Score: -2566642.500000 Penalty: 2482.604492
	Iteration 0F: 2 clusters Score -2566642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2551075.750000 Penalty: 4965.208984
	Iteration 0F: 3 clusters Score -2551076 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2556359.500000 Penalty: 4965.208984
	Iteration 1F: 3 clusters Score -2556360 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -2556756.000000 Penalty: 4965.208984
	Iteration 2F: 3 clusters Score -2556756 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2557069.500000 Penalty: 4965.208984
	Iteration 3Q: 3 clusters Score -2557070 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2557366.500000 Penalty: 4965.208984
	Iteration 4Q: 3 clusters Score -2557366 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2557611.250000 Penalty: 4965.208984
	Iteration 5Q: 3 clusters Score -2557611 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2557897.000000 Penalty: 4965.208984
	Iteration 6Q: 3 clusters Score -2557897 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2558144.750000 Penalty: 4965.208984
	Iteration 7Q: 3 clusters Score -2558145 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2558435.500000 Penalty: 4965.208984
	Iteration 8Q: 3 clusters Score -2558436 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2558789.250000 Penalty: 4965.208984
	Iteration 9Q: 3 clusters Score -2558789 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2559219.250000 Penalty: 4965.208984
	Iteration 10Q: 3 clusters Score -2559219 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2559835.000000 Penalty: 4965.208984
	Iteration 11Q: 3 clusters Score -2559835 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2560593.000000 Penalty: 4965.208984
	Iteration 12Q: 3 clusters Score -2560593 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2561324.500000 Penalty: 4965.208984
	Iteration 13Q: 3 clusters Score -2561324 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2561932.000000 Penalty: 4965.208984
	Iteration 14Q: 3 clusters Score -2561932 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2562380.750000 Penalty: 4965.208984
	Iteration 15Q: 3 clusters Score -2562381 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2562696.250000 Penalty: 4965.208984
	Iteration 16Q: 3 clusters Score -2562696 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2562971.000000 Penalty: 4965.208984
	Iteration 17Q: 3 clusters Score -2562971 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2563209.000000 Penalty: 4965.208984
	Iteration 18Q: 3 clusters Score -2563209 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2563418.750000 Penalty: 4965.208984
	Iteration 19Q: 3 clusters Score -2563419 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2563560.750000 Penalty: 4965.208984
	Iteration 20F: 3 clusters Score -2563561 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2563667.750000 Penalty: 4965.208984
	Iteration 21Q: 3 clusters Score -2563668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2563742.750000 Penalty: 4965.208984
	Iteration 22Q: 3 clusters Score -2563743 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2563821.750000 Penalty: 4965.208984
	Iteration 23Q: 3 clusters Score -2563822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2563880.750000 Penalty: 4965.208984
	Iteration 24Q: 3 clusters Score -2563881 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2563926.750000 Penalty: 4965.208984
	Iteration 25Q: 3 clusters Score -2563927 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2563968.000000 Penalty: 4965.208984
	Iteration 26Q: 3 clusters Score -2563968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2564000.250000 Penalty: 4965.208984
	Iteration 27Q: 3 clusters Score -2564000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2564047.250000 Penalty: 4965.208984
	Iteration 28Q: 3 clusters Score -2564047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2564105.250000 Penalty: 4965.208984
	Iteration 29Q: 3 clusters Score -2564105 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2564138.750000 Penalty: 4965.208984
	Iteration 30Q: 3 clusters Score -2564139 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2564197.500000 Penalty: 4965.208984
	Iteration 31Q: 3 clusters Score -2564198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2564263.750000 Penalty: 4965.208984
	Iteration 32Q: 3 clusters Score -2564264 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2564318.500000 Penalty: 4965.208984
	Iteration 33Q: 3 clusters Score -2564318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2564376.500000 Penalty: 4965.208984
	Iteration 34Q: 3 clusters Score -2564376 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2564426.000000 Penalty: 4965.208984
	Iteration 35Q: 3 clusters Score -2564426 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -2564469.500000 Penalty: 4965.208984
	Iteration 36Q: 3 clusters Score -2564470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2564495.250000 Penalty: 4965.208984
	Iteration 37Q: 3 clusters Score -2564495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2564513.000000 Penalty: 4965.208984
	Iteration 38Q: 3 clusters Score -2564513 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2564528.250000 Penalty: 4965.208984
	Iteration 39Q: 3 clusters Score -2564528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2564541.250000 Penalty: 4965.208984
	Iteration 40F: 3 clusters Score -2564541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2564556.500000 Penalty: 4965.208984
	Iteration 41Q: 3 clusters Score -2564556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2564564.250000 Penalty: 4965.208984
	Iteration 42Q: 3 clusters Score -2564564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2564574.750000 Penalty: 4965.208984
	Iteration 43Q: 3 clusters Score -2564575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2564580.000000 Penalty: 4965.208984
	Iteration 44Q: 3 clusters Score -2564580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2564581.500000 Penalty: 4965.208984
	Iteration 45Q: 3 clusters Score -2564582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2564589.250000 Penalty: 4965.208984
	Iteration 46Q: 3 clusters Score -2564589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2564596.250000 Penalty: 4965.208984
	Iteration 47Q: 3 clusters Score -2564596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2564597.500000 Penalty: 4965.208984
	Iteration 48Q: 3 clusters Score -2564598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2564601.750000 Penalty: 4965.208984
	Iteration 49Q: 3 clusters Score -2564602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2564607.500000 Penalty: 4965.208984
	Iteration 50Q: 3 clusters Score -2564608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2564609.750000 Penalty: 4965.208984
	Iteration 51Q: 3 clusters Score -2564610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2564617.250000 Penalty: 4965.208984
	Iteration 52Q: 3 clusters Score -2564617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2564621.000000 Penalty: 4965.208984
	Iteration 53Q: 3 clusters Score -2564621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2564619.750000 Penalty: 4965.208984
	Iteration 54Q: 3 clusters Score -2564620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2564622.250000 Penalty: 4965.208984
	Iteration 55Q: 3 clusters Score -2564622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2564624.250000 Penalty: 4965.208984
	Iteration 56Q: 3 clusters Score -2564624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2564624.000000 Penalty: 4965.208984
	Iteration 57Q: 3 clusters Score -2564624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2564624.250000 Penalty: 4965.208984
	Iteration 58Q: 3 clusters Score -2564624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2564624.250000 Penalty: 4965.208984
	Iteration 59Q: 3 clusters Score -2564624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2564625.500000 Penalty: 4965.208984
	Iteration 60F: 3 clusters Score -2564626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2564626.500000 Penalty: 4965.208984
	Iteration 61Q: 3 clusters Score -2564626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2564625.250000 Penalty: 4965.208984
	Iteration 62Q: 3 clusters Score -2564625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2564626.750000 Penalty: 4965.208984
	Iteration 63Q: 3 clusters Score -2564627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2564623.250000 Penalty: 4965.208984
	Iteration 64Q: 3 clusters Score -2564623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2564623.750000 Penalty: 4965.208984
	Iteration 65Q: 3 clusters Score -2564624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2564625.250000 Penalty: 4965.208984
	Iteration 66Q: 3 clusters Score -2564625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2564626.500000 Penalty: 4965.208984
	Iteration 67Q: 3 clusters Score -2564626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2564632.000000 Penalty: 4965.208984
	Iteration 68Q: 3 clusters Score -2564632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2564633.250000 Penalty: 4965.208984
	Iteration 69Q: 3 clusters Score -2564633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2564633.500000 Penalty: 4965.208984
	Iteration 70Q: 3 clusters Score -2564634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2564631.000000 Penalty: 4965.208984
	Iteration 71Q: 3 clusters Score -2564631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2564631.000000 Penalty: 4965.208984
	Iteration 72F: 3 clusters Score -2564631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (251341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251341 members 
Entering Unmasked Estep 
Score: -29372034.000000 Penalty: 3083.772217
	Iteration 0F: 2 clusters Score -2.937203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125780 members 
Mstep: Class 2 contains 125561 members 
Entering Unmasked Estep 
Score: -29221080.000000 Penalty: 6167.544434
	Iteration 0F: 3 clusters Score -2.922108e+07 nChanged 121183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124133 members 
Mstep: Class 2 contains 127208 members 
Entering Unmasked Estep 
Score: -29292934.000000 Penalty: 6167.544434
	Iteration 1F: 3 clusters Score -2.929293e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122618 members 
Mstep: Class 2 contains 128723 members 
Entering Unmasked Estep 
Score: -29295156.000000 Penalty: 6167.544434
	Iteration 2Q: 3 clusters Score -2.929516e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120081 members 
Mstep: Class 2 contains 131260 members 
Entering Unmasked Estep 
Score: -29298100.000000 Penalty: 6167.544434
	Iteration 3Q: 3 clusters Score -2.92981e+07 nChanged 11253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 135001 members 
Entering Unmasked Estep 
Score: -29302304.000000 Penalty: 6167.544434
	Iteration 4Q: 3 clusters Score -2.93023e+07 nChanged 13206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 139949 members 
Entering Unmasked Estep 
Score: -29307992.000000 Penalty: 6167.544434
	Iteration 5F: 3 clusters Score -2.930799e+07 nChanged 14072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105754 members 
Mstep: Class 2 contains 145587 members 
Entering Unmasked Estep 
Score: -29314254.000000 Penalty: 6167.544434
	Iteration 6F: 3 clusters Score -2.931425e+07 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 151500 members 
Entering Unmasked Estep 
Score: -29320226.000000 Penalty: 6167.544434
	Iteration 7F: 3 clusters Score -2.932023e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 157729 members 
Entering Unmasked Estep 
Score: -29325438.000000 Penalty: 6167.544434
	Iteration 8F: 3 clusters Score -2.932544e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -29329074.000000 Penalty: 6167.544434
	Iteration 9Q: 3 clusters Score -2.932907e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80108 members 
Mstep: Class 2 contains 171233 members 
Entering Unmasked Estep 
Score: -29331182.000000 Penalty: 6167.544434
	Iteration 10Q: 3 clusters Score -2.933118e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -29332746.000000 Penalty: 6167.544434
	Iteration 11Q: 3 clusters Score -2.933275e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 187599 members 
Entering Unmasked Estep 
Score: -29334118.000000 Penalty: 6167.544434
	Iteration 12Q: 3 clusters Score -2.933412e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 197162 members 
Entering Unmasked Estep 
Score: -29336572.000000 Penalty: 6167.544434
	Iteration 13Q: 3 clusters Score -2.933657e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 207541 members 
Entering Unmasked Estep 
Score: -29340720.000000 Penalty: 6167.544434
	Iteration 14Q: 3 clusters Score -2.934072e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 218277 members 
Entering Unmasked Estep 
Score: -29346248.000000 Penalty: 6167.544434
	Iteration 15Q: 3 clusters Score -2.934625e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 228443 members 
Entering Unmasked Estep 
Score: -29352392.000000 Penalty: 6167.544434
	Iteration 16Q: 3 clusters Score -2.935239e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 237016 members 
Entering Unmasked Estep 
Score: -29358692.000000 Penalty: 6167.544434
	Iteration 17Q: 3 clusters Score -2.935869e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 243266 members 
Entering Unmasked Estep 
Score: -29363454.000000 Penalty: 6167.544434
	Iteration 18Q: 3 clusters Score -2.936345e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 246943 members 
Entering Unmasked Estep 
Score: -29366338.000000 Penalty: 6167.544434
	Iteration 19Q: 3 clusters Score -2.936634e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 248866 members 
Entering Unmasked Estep 
Score: -29367892.000000 Penalty: 6167.544434
	Iteration 20F: 3 clusters Score -2.936789e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 249783 members 
Entering Unmasked Estep 
Score: -29368566.000000 Penalty: 6167.544434
	Iteration 21Q: 3 clusters Score -2.936857e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 250218 members 
Entering Unmasked Estep 
Score: -29368896.000000 Penalty: 6167.544434
	Iteration 22Q: 3 clusters Score -2.93689e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 250426 members 
Entering Unmasked Estep 
Score: -29369080.000000 Penalty: 6167.544434
	Iteration 23Q: 3 clusters Score -2.936908e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 250511 members 
Entering Unmasked Estep 
Score: -29369220.000000 Penalty: 6167.544434
	Iteration 24Q: 3 clusters Score -2.936922e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 250561 members 
Entering Unmasked Estep 
Score: -29369272.000000 Penalty: 6167.544434
	Iteration 25Q: 3 clusters Score -2.936927e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 250600 members 
Entering Unmasked Estep 
Score: -29369314.000000 Penalty: 6167.544434
	Iteration 26Q: 3 clusters Score -2.936931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 250623 members 
Entering Unmasked Estep 
Score: -29369336.000000 Penalty: 6167.544434
	Iteration 27Q: 3 clusters Score -2.936934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 250638 members 
Entering Unmasked Estep 
Score: -29369384.000000 Penalty: 6167.544434
	Iteration 28Q: 3 clusters Score -2.936938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 250646 members 
Entering Unmasked Estep 
Score: -29369386.000000 Penalty: 6167.544434
	Iteration 29Q: 3 clusters Score -2.936939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 250652 members 
Entering Unmasked Estep 
Score: -29369376.000000 Penalty: 6167.544434
	Iteration 30Q: 3 clusters Score -2.936938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 250648 members 
Entering Unmasked Estep 
Score: -29369412.000000 Penalty: 6167.544434
	Iteration 31Q: 3 clusters Score -2.936941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 250647 members 
Entering Unmasked Estep 
Score: -29369424.000000 Penalty: 6167.544434
	Iteration 32Q: 3 clusters Score -2.936942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 250650 members 
Entering Unmasked Estep 
Score: -29369434.000000 Penalty: 6167.544434
	Iteration 33Q: 3 clusters Score -2.936943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 250655 members 
Entering Unmasked Estep 
Score: -29369422.000000 Penalty: 6167.544434
	Iteration 34Q: 3 clusters Score -2.936942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 250655 members 
Entering Unmasked Estep 
Score: -29369442.000000 Penalty: 6167.544434
	Iteration 35Q: 3 clusters Score -2.936944e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 250656 members 
Entering Unmasked Estep 
Score: -29369438.000000 Penalty: 6167.544434
	Iteration 36Q: 3 clusters Score -2.936944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 250661 members 
Entering Unmasked Estep 
Score: -29369466.000000 Penalty: 6167.544434
	Iteration 37Q: 3 clusters Score -2.936947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 250659 members 
Entering Unmasked Estep 
Score: -29369436.000000 Penalty: 6167.544434
	Iteration 38Q: 3 clusters Score -2.936944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 250659 members 
Entering Unmasked Estep 
Score: -29369464.000000 Penalty: 6167.544434
	Iteration 39Q: 3 clusters Score -2.936946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 250663 members 
Entering Unmasked Estep 
Score: -29369464.000000 Penalty: 6167.544434
	Iteration 40F: 3 clusters Score -2.936946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 250665 members 
Entering Unmasked Estep 
Score: -29369456.000000 Penalty: 6167.544434
	Iteration 41Q: 3 clusters Score -2.936946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 250664 members 
Entering Unmasked Estep 
Score: -29369458.000000 Penalty: 6167.544434
	Iteration 42Q: 3 clusters Score -2.936946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 250666 members 
Entering Unmasked Estep 
Score: -29369446.000000 Penalty: 6167.544434
	Iteration 43Q: 3 clusters Score -2.936945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 250665 members 
Entering Unmasked Estep 
Score: -29369456.000000 Penalty: 6167.544434
	Iteration 44Q: 3 clusters Score -2.936946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 250666 members 
Entering Unmasked Estep 
Score: -29369474.000000 Penalty: 6167.544434
	Iteration 45Q: 3 clusters Score -2.936947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 250668 members 
Entering Unmasked Estep 
Score: -29369464.000000 Penalty: 6167.544434
	Iteration 46Q: 3 clusters Score -2.936946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 250668 members 
Entering Unmasked Estep 
Score: -29369474.000000 Penalty: 6167.544434
	Iteration 47Q: 3 clusters Score -2.936947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 250672 members 
Entering Unmasked Estep 
Score: -29369478.000000 Penalty: 6167.544434
	Iteration 48Q: 3 clusters Score -2.936948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 250679 members 
Entering Unmasked Estep 
Score: -29369470.000000 Penalty: 6167.544434
	Iteration 49Q: 3 clusters Score -2.936947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 250682 members 
Entering Unmasked Estep 
Score: -29369488.000000 Penalty: 6167.544434
	Iteration 50Q: 3 clusters Score -2.936949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 250686 members 
Entering Unmasked Estep 
Score: -29369468.000000 Penalty: 6167.544434
	Iteration 51Q: 3 clusters Score -2.936947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 250686 members 
Entering Unmasked Estep 
Score: -29369474.000000 Penalty: 6167.544434
	Iteration 52Q: 3 clusters Score -2.936947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 250689 members 
Entering Unmasked Estep 
Score: -29369498.000000 Penalty: 6167.544434
	Iteration 53Q: 3 clusters Score -2.93695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 250691 members 
Entering Unmasked Estep 
Score: -29369494.000000 Penalty: 6167.544434
	Iteration 54Q: 3 clusters Score -2.936949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 250688 members 
Entering Unmasked Estep 
Score: -29369492.000000 Penalty: 6167.544434
	Iteration 55Q: 3 clusters Score -2.936949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 250685 members 
Entering Unmasked Estep 
Score: -29369494.000000 Penalty: 6167.544434
	Iteration 56Q: 3 clusters Score -2.936949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 250687 members 
Entering Unmasked Estep 
Score: -29369488.000000 Penalty: 6167.544434
	Iteration 57Q: 3 clusters Score -2.936949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 250689 members 
Entering Unmasked Estep 
Score: -29369488.000000 Penalty: 6167.544434
	Iteration 58Q: 3 clusters Score -2.936949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 250688 members 
Entering Unmasked Estep 
Score: -29369482.000000 Penalty: 6167.544434
	Iteration 59Q: 3 clusters Score -2.936948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 250689 members 
Entering Unmasked Estep 
Score: -29369480.000000 Penalty: 6167.544434
	Iteration 60F: 3 clusters Score -2.936948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -91878.507812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -91878.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90016.164062 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -90016.16 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90293.648438 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -90293.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90419.781250 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -90419.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90519.898438 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -90519.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90664.437500 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -90664.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90791.554688 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -90791.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90902.757812 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -90902.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -90959.007812 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -90959.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91027.914062 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -91027.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91128.757812 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -91128.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91241.359375 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -91241.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91428.906250 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -91428.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91641.804688 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -91641.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91699.437500 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -91699.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91727.000000 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -91727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91739.812500 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -91739.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91744.570312 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -91744.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -91750.843750 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -91750.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91753.687500 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -91753.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91755.148438 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -91755.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91755.148438 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -91755.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Entering Unmasked Estep 
Score: -998779.562500 Penalty: 2261.781738
	Iteration 0F: 2 clusters Score -998779.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -991626.687500 Penalty: 4523.563477
	Iteration 0F: 3 clusters Score -991626.7 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -993717.625000 Penalty: 4523.563477
	Iteration 1F: 3 clusters Score -993717.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -994080.500000 Penalty: 4523.563477
	Iteration 2F: 3 clusters Score -994080.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -994396.125000 Penalty: 4523.563477
	Iteration 3F: 3 clusters Score -994396.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -994700.312500 Penalty: 4523.563477
	Iteration 4F: 3 clusters Score -994700.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -994991.562500 Penalty: 4523.563477
	Iteration 5F: 3 clusters Score -994991.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -995282.812500 Penalty: 4523.563477
	Iteration 6F: 3 clusters Score -995282.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -995554.250000 Penalty: 4523.563477
	Iteration 7Q: 3 clusters Score -995554.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -995817.312500 Penalty: 4523.563477
	Iteration 8Q: 3 clusters Score -995817.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -996104.375000 Penalty: 4523.563477
	Iteration 9Q: 3 clusters Score -996104.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -996373.312500 Penalty: 4523.563477
	Iteration 10Q: 3 clusters Score -996373.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -996598.250000 Penalty: 4523.563477
	Iteration 11Q: 3 clusters Score -996598.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -996766.125000 Penalty: 4523.563477
	Iteration 12Q: 3 clusters Score -996766.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -996870.437500 Penalty: 4523.563477
	Iteration 13Q: 3 clusters Score -996870.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -996940.000000 Penalty: 4523.563477
	Iteration 14Q: 3 clusters Score -996940 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -996985.187500 Penalty: 4523.563477
	Iteration 15Q: 3 clusters Score -996985.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -997019.250000 Penalty: 4523.563477
	Iteration 16Q: 3 clusters Score -997019.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -997040.125000 Penalty: 4523.563477
	Iteration 17Q: 3 clusters Score -997040.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -997060.312500 Penalty: 4523.563477
	Iteration 18Q: 3 clusters Score -997060.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -997075.062500 Penalty: 4523.563477
	Iteration 19Q: 3 clusters Score -997075.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -997084.312500 Penalty: 4523.563477
	Iteration 20F: 3 clusters Score -997084.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -997101.562500 Penalty: 4523.563477
	Iteration 21Q: 3 clusters Score -997101.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -997111.937500 Penalty: 4523.563477
	Iteration 22Q: 3 clusters Score -997111.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -997119.000000 Penalty: 4523.563477
	Iteration 23Q: 3 clusters Score -997119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -997125.937500 Penalty: 4523.563477
	Iteration 24Q: 3 clusters Score -997125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -997128.625000 Penalty: 4523.563477
	Iteration 25Q: 3 clusters Score -997128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -997133.000000 Penalty: 4523.563477
	Iteration 26Q: 3 clusters Score -997133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -997136.625000 Penalty: 4523.563477
	Iteration 27Q: 3 clusters Score -997136.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -997138.625000 Penalty: 4523.563477
	Iteration 28Q: 3 clusters Score -997138.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -997139.062500 Penalty: 4523.563477
	Iteration 29Q: 3 clusters Score -997139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -997144.375000 Penalty: 4523.563477
	Iteration 30Q: 3 clusters Score -997144.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -997146.187500 Penalty: 4523.563477
	Iteration 31Q: 3 clusters Score -997146.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -997150.937500 Penalty: 4523.563477
	Iteration 32Q: 3 clusters Score -997150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -997150.625000 Penalty: 4523.563477
	Iteration 33Q: 3 clusters Score -997150.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -997151.625000 Penalty: 4523.563477
	Iteration 34Q: 3 clusters Score -997151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -997154.187500 Penalty: 4523.563477
	Iteration 35Q: 3 clusters Score -997154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -997158.000000 Penalty: 4523.563477
	Iteration 36Q: 3 clusters Score -997158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -997159.312500 Penalty: 4523.563477
	Iteration 37Q: 3 clusters Score -997159.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -997162.125000 Penalty: 4523.563477
	Iteration 38Q: 3 clusters Score -997162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -997164.312500 Penalty: 4523.563477
	Iteration 39Q: 3 clusters Score -997164.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -997167.250000 Penalty: 4523.563477
	Iteration 40F: 3 clusters Score -997167.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -997171.312500 Penalty: 4523.563477
	Iteration 41Q: 3 clusters Score -997171.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -997174.562500 Penalty: 4523.563477
	Iteration 42Q: 3 clusters Score -997174.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -997178.937500 Penalty: 4523.563477
	Iteration 43Q: 3 clusters Score -997178.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -997179.500000 Penalty: 4523.563477
	Iteration 44Q: 3 clusters Score -997179.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -997182.125000 Penalty: 4523.563477
	Iteration 45Q: 3 clusters Score -997182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -997183.375000 Penalty: 4523.563477
	Iteration 46Q: 3 clusters Score -997183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -997182.812500 Penalty: 4523.563477
	Iteration 47Q: 3 clusters Score -997182.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -997186.625000 Penalty: 4523.563477
	Iteration 48Q: 3 clusters Score -997186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -997190.312500 Penalty: 4523.563477
	Iteration 49Q: 3 clusters Score -997190.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -997193.812500 Penalty: 4523.563477
	Iteration 50Q: 3 clusters Score -997193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -997193.937500 Penalty: 4523.563477
	Iteration 51Q: 3 clusters Score -997193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -997201.125000 Penalty: 4523.563477
	Iteration 52Q: 3 clusters Score -997201.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -997204.687500 Penalty: 4523.563477
	Iteration 53Q: 3 clusters Score -997204.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -997202.937500 Penalty: 4523.563477
	Iteration 54Q: 3 clusters Score -997202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -997205.312500 Penalty: 4523.563477
	Iteration 55Q: 3 clusters Score -997205.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -997206.750000 Penalty: 4523.563477
	Iteration 56Q: 3 clusters Score -997206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -997210.687500 Penalty: 4523.563477
	Iteration 57Q: 3 clusters Score -997210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -997210.812500 Penalty: 4523.563477
	Iteration 58Q: 3 clusters Score -997210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -997210.750000 Penalty: 4523.563477
	Iteration 59Q: 3 clusters Score -997210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -997211.687500 Penalty: 4523.563477
	Iteration 60F: 3 clusters Score -997211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -997212.250000 Penalty: 4523.563477
	Iteration 61Q: 3 clusters Score -997212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -997210.312500 Penalty: 4523.563477
	Iteration 62Q: 3 clusters Score -997210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -997210.062500 Penalty: 4523.563477
	Iteration 63Q: 3 clusters Score -997210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -997211.375000 Penalty: 4523.563477
	Iteration 64Q: 3 clusters Score -997211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -997211.875000 Penalty: 4523.563477
	Iteration 65Q: 3 clusters Score -997211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -997213.687500 Penalty: 4523.563477
	Iteration 66Q: 3 clusters Score -997213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -997213.687500 Penalty: 4523.563477
	Iteration 67F: 3 clusters Score -997213.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (244231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244231 members 
Entering Unmasked Estep 
Score: -28511896.000000 Penalty: 3076.655518
	Iteration 0F: 2 clusters Score -2.85119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122350 members 
Mstep: Class 2 contains 121881 members 
Entering Unmasked Estep 
Score: -28367544.000000 Penalty: 6153.311035
	Iteration 0F: 3 clusters Score -2.836754e+07 nChanged 118269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126285 members 
Mstep: Class 2 contains 117946 members 
Entering Unmasked Estep 
Score: -28436928.000000 Penalty: 6153.311035
	Iteration 1F: 3 clusters Score -2.843693e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129173 members 
Mstep: Class 2 contains 115058 members 
Entering Unmasked Estep 
Score: -28438566.000000 Penalty: 6153.311035
	Iteration 2Q: 3 clusters Score -2.843857e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133841 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -28440672.000000 Penalty: 6153.311035
	Iteration 3Q: 3 clusters Score -2.844067e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141183 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -28444072.000000 Penalty: 6153.311035
	Iteration 4Q: 3 clusters Score -2.844407e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152318 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -28450274.000000 Penalty: 6153.311035
	Iteration 5F: 3 clusters Score -2.845027e+07 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167620 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -28459714.000000 Penalty: 6153.311035
	Iteration 6F: 3 clusters Score -2.845971e+07 nChanged 19649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186619 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -28470130.000000 Penalty: 6153.311035
	Iteration 7F: 3 clusters Score -2.847013e+07 nChanged 19806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206073 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -28481512.000000 Penalty: 6153.311035
	Iteration 8F: 3 clusters Score -2.848151e+07 nChanged 16517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222498 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -28492058.000000 Penalty: 6153.311035
	Iteration 9F: 3 clusters Score -2.849206e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233670 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -28500290.000000 Penalty: 6153.311035
	Iteration 10Q: 3 clusters Score -2.850029e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239664 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -28505366.000000 Penalty: 6153.311035
	Iteration 11Q: 3 clusters Score -2.850537e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242234 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -28507616.000000 Penalty: 6153.311035
	Iteration 12Q: 3 clusters Score -2.850762e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243193 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -28508440.000000 Penalty: 6153.311035
	Iteration 13Q: 3 clusters Score -2.850844e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243524 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -28508800.000000 Penalty: 6153.311035
	Iteration 14Q: 3 clusters Score -2.85088e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243649 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -28508978.000000 Penalty: 6153.311035
	Iteration 15Q: 3 clusters Score -2.850898e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243705 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -28509092.000000 Penalty: 6153.311035
	Iteration 16Q: 3 clusters Score -2.850909e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243730 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -28509142.000000 Penalty: 6153.311035
	Iteration 17Q: 3 clusters Score -2.850914e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243755 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -28509170.000000 Penalty: 6153.311035
	Iteration 18Q: 3 clusters Score -2.850917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243765 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -28509206.000000 Penalty: 6153.311035
	Iteration 19Q: 3 clusters Score -2.850921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243766 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -28509194.000000 Penalty: 6153.311035
	Iteration 20F: 3 clusters Score -2.850919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243774 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -28509208.000000 Penalty: 6153.311035
	Iteration 21Q: 3 clusters Score -2.850921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243776 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -28509220.000000 Penalty: 6153.311035
	Iteration 22Q: 3 clusters Score -2.850922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243775 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -28509222.000000 Penalty: 6153.311035
	Iteration 23Q: 3 clusters Score -2.850922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243777 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -28509212.000000 Penalty: 6153.311035
	Iteration 24Q: 3 clusters Score -2.850921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243779 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -28509206.000000 Penalty: 6153.311035
	Iteration 25Q: 3 clusters Score -2.850921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243780 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28509214.000000 Penalty: 6153.311035
	Iteration 26Q: 3 clusters Score -2.850921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243780 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -28509214.000000 Penalty: 6153.311035
	Iteration 27F: 3 clusters Score -2.850921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Entering Unmasked Estep 
Score: -1853049.500000 Penalty: 2395.033936
	Iteration 0F: 2 clusters Score -1853050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1841851.375000 Penalty: 4790.067871
	Iteration 0F: 3 clusters Score -1841851 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1845216.875000 Penalty: 4790.067871
	Iteration 1F: 3 clusters Score -1845217 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1845530.000000 Penalty: 4790.067871
	Iteration 2F: 3 clusters Score -1845530 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1845802.000000 Penalty: 4790.067871
	Iteration 3Q: 3 clusters Score -1845802 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1846003.750000 Penalty: 4790.067871
	Iteration 4Q: 3 clusters Score -1846004 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1846150.500000 Penalty: 4790.067871
	Iteration 5Q: 3 clusters Score -1846150 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1846283.375000 Penalty: 4790.067871
	Iteration 6Q: 3 clusters Score -1846283 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1846410.250000 Penalty: 4790.067871
	Iteration 7Q: 3 clusters Score -1846410 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1846574.250000 Penalty: 4790.067871
	Iteration 8Q: 3 clusters Score -1846574 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1846775.375000 Penalty: 4790.067871
	Iteration 9Q: 3 clusters Score -1846775 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1847009.875000 Penalty: 4790.067871
	Iteration 10Q: 3 clusters Score -1847010 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1847314.500000 Penalty: 4790.067871
	Iteration 11Q: 3 clusters Score -1847314 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1847671.375000 Penalty: 4790.067871
	Iteration 12Q: 3 clusters Score -1847671 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1848131.750000 Penalty: 4790.067871
	Iteration 13Q: 3 clusters Score -1848132 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1848680.375000 Penalty: 4790.067871
	Iteration 14F: 3 clusters Score -1848680 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1849255.625000 Penalty: 4790.067871
	Iteration 15Q: 3 clusters Score -1849256 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1849750.750000 Penalty: 4790.067871
	Iteration 16Q: 3 clusters Score -1849751 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1850120.250000 Penalty: 4790.067871
	Iteration 17Q: 3 clusters Score -1850120 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1850378.375000 Penalty: 4790.067871
	Iteration 18Q: 3 clusters Score -1850378 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1850582.250000 Penalty: 4790.067871
	Iteration 19Q: 3 clusters Score -1850582 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1850731.125000 Penalty: 4790.067871
	Iteration 20F: 3 clusters Score -1850731 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1850837.375000 Penalty: 4790.067871
	Iteration 21Q: 3 clusters Score -1850837 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1850923.125000 Penalty: 4790.067871
	Iteration 22Q: 3 clusters Score -1850923 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1850980.375000 Penalty: 4790.067871
	Iteration 23Q: 3 clusters Score -1850980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1851023.375000 Penalty: 4790.067871
	Iteration 24Q: 3 clusters Score -1851023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -1851047.625000 Penalty: 4790.067871
	Iteration 25Q: 3 clusters Score -1851048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1851063.250000 Penalty: 4790.067871
	Iteration 26Q: 3 clusters Score -1851063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1851073.375000 Penalty: 4790.067871
	Iteration 27Q: 3 clusters Score -1851073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1851087.625000 Penalty: 4790.067871
	Iteration 28Q: 3 clusters Score -1851088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1851091.500000 Penalty: 4790.067871
	Iteration 29Q: 3 clusters Score -1851092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1851095.000000 Penalty: 4790.067871
	Iteration 30Q: 3 clusters Score -1851095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1851100.125000 Penalty: 4790.067871
	Iteration 31Q: 3 clusters Score -1851100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1851099.375000 Penalty: 4790.067871
	Iteration 32Q: 3 clusters Score -1851099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1851099.375000 Penalty: 4790.067871
	Iteration 33F: 3 clusters Score -1851099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Entering Unmasked Estep 
Score: -7029522.500000 Penalty: 2731.258301
	Iteration 0F: 2 clusters Score -7029522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -6988845.500000 Penalty: 5462.516602
	Iteration 0F: 3 clusters Score -6988846 nChanged 28260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -7004907.500000 Penalty: 5462.516602
	Iteration 1F: 3 clusters Score -7004908 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -7005693.000000 Penalty: 5462.516602
	Iteration 2Q: 3 clusters Score -7005693 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7006474.500000 Penalty: 5462.516602
	Iteration 3Q: 3 clusters Score -7006474 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -7007536.500000 Penalty: 5462.516602
	Iteration 4Q: 3 clusters Score -7007536 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7009275.500000 Penalty: 5462.516602
	Iteration 5F: 3 clusters Score -7009276 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7012033.500000 Penalty: 5462.516602
	Iteration 6F: 3 clusters Score -7012034 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -7015822.000000 Penalty: 5462.516602
	Iteration 7F: 3 clusters Score -7015822 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -7019784.000000 Penalty: 5462.516602
	Iteration 8F: 3 clusters Score -7019784 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -7023168.000000 Penalty: 5462.516602
	Iteration 9F: 3 clusters Score -7023168 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -7025473.500000 Penalty: 5462.516602
	Iteration 10Q: 3 clusters Score -7025474 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -7026789.500000 Penalty: 5462.516602
	Iteration 11Q: 3 clusters Score -7026790 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -7027454.000000 Penalty: 5462.516602
	Iteration 12Q: 3 clusters Score -7027454 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -7027794.500000 Penalty: 5462.516602
	Iteration 13Q: 3 clusters Score -7027794 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -7027981.000000 Penalty: 5462.516602
	Iteration 14Q: 3 clusters Score -7027981 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -7028103.000000 Penalty: 5462.516602
	Iteration 15Q: 3 clusters Score -7028103 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -7028154.500000 Penalty: 5462.516602
	Iteration 16Q: 3 clusters Score -7028154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -7028174.000000 Penalty: 5462.516602
	Iteration 17Q: 3 clusters Score -7028174 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -7028209.500000 Penalty: 5462.516602
	Iteration 18Q: 3 clusters Score -7028210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -7028219.500000 Penalty: 5462.516602
	Iteration 19Q: 3 clusters Score -7028220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7028247.500000 Penalty: 5462.516602
	Iteration 20F: 3 clusters Score -7028248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7028244.500000 Penalty: 5462.516602
	Iteration 21Q: 3 clusters Score -7028244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7028244.000000 Penalty: 5462.516602
	Iteration 22Q: 3 clusters Score -7028244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -7028242.500000 Penalty: 5462.516602
	Iteration 23Q: 3 clusters Score -7028242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -7028248.500000 Penalty: 5462.516602
	Iteration 24Q: 3 clusters Score -7028248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -7028244.500000 Penalty: 5462.516602
	Iteration 25Q: 3 clusters Score -7028244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -7028266.000000 Penalty: 5462.516602
	Iteration 26Q: 3 clusters Score -7028266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -7028260.500000 Penalty: 5462.516602
	Iteration 27Q: 3 clusters Score -7028260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -7028265.500000 Penalty: 5462.516602
	Iteration 28Q: 3 clusters Score -7028266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7028266.500000 Penalty: 5462.516602
	Iteration 29Q: 3 clusters Score -7028266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -7028270.000000 Penalty: 5462.516602
	Iteration 30Q: 3 clusters Score -7028270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -7028274.500000 Penalty: 5462.516602
	Iteration 31Q: 3 clusters Score -7028274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7028283.000000 Penalty: 5462.516602
	Iteration 32Q: 3 clusters Score -7028283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 59286 members 
Entering Unmasked Estep 
Score: -7028275.500000 Penalty: 5462.516602
	Iteration 33Q: 3 clusters Score -7028276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -7028278.500000 Penalty: 5462.516602
	Iteration 34Q: 3 clusters Score -7028278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -7028278.500000 Penalty: 5462.516602
	Iteration 35F: 3 clusters Score -7028278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Entering Unmasked Estep 
Score: -4491503.000000 Penalty: 2639.888184
	Iteration 0F: 2 clusters Score -4491503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4463017.500000 Penalty: 5279.776367
	Iteration 0F: 3 clusters Score -4463018 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4474129.000000 Penalty: 5279.776367
	Iteration 1F: 3 clusters Score -4474129 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4475217.000000 Penalty: 5279.776367
	Iteration 2F: 3 clusters Score -4475217 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -4476344.500000 Penalty: 5279.776367
	Iteration 3F: 3 clusters Score -4476344 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -4477633.500000 Penalty: 5279.776367
	Iteration 4F: 3 clusters Score -4477634 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4478755.500000 Penalty: 5279.776367
	Iteration 5F: 3 clusters Score -4478756 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4479721.000000 Penalty: 5279.776367
	Iteration 6F: 3 clusters Score -4479721 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4480511.000000 Penalty: 5279.776367
	Iteration 7Q: 3 clusters Score -4480511 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4481148.500000 Penalty: 5279.776367
	Iteration 8Q: 3 clusters Score -4481148 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4481806.500000 Penalty: 5279.776367
	Iteration 9Q: 3 clusters Score -4481806 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -4482439.000000 Penalty: 5279.776367
	Iteration 10Q: 3 clusters Score -4482439 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -4483158.500000 Penalty: 5279.776367
	Iteration 11Q: 3 clusters Score -4483158 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4483864.000000 Penalty: 5279.776367
	Iteration 12Q: 3 clusters Score -4483864 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4484630.000000 Penalty: 5279.776367
	Iteration 13Q: 3 clusters Score -4484630 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4485269.500000 Penalty: 5279.776367
	Iteration 14Q: 3 clusters Score -4485270 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4485834.500000 Penalty: 5279.776367
	Iteration 15Q: 3 clusters Score -4485834 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4486277.000000 Penalty: 5279.776367
	Iteration 16Q: 3 clusters Score -4486277 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4486651.000000 Penalty: 5279.776367
	Iteration 17Q: 3 clusters Score -4486651 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4487004.000000 Penalty: 5279.776367
	Iteration 18Q: 3 clusters Score -4487004 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -4487325.000000 Penalty: 5279.776367
	Iteration 19Q: 3 clusters Score -4487325 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -4487638.500000 Penalty: 5279.776367
	Iteration 20F: 3 clusters Score -4487638 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4487902.000000 Penalty: 5279.776367
	Iteration 21Q: 3 clusters Score -4487902 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4488171.500000 Penalty: 5279.776367
	Iteration 22Q: 3 clusters Score -4488172 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -4488409.500000 Penalty: 5279.776367
	Iteration 23Q: 3 clusters Score -4488410 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -4488665.000000 Penalty: 5279.776367
	Iteration 24Q: 3 clusters Score -4488665 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -4488869.500000 Penalty: 5279.776367
	Iteration 25Q: 3 clusters Score -4488870 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4489074.000000 Penalty: 5279.776367
	Iteration 26Q: 3 clusters Score -4489074 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -4489238.000000 Penalty: 5279.776367
	Iteration 27Q: 3 clusters Score -4489238 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -4489394.500000 Penalty: 5279.776367
	Iteration 28Q: 3 clusters Score -4489394 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -4489524.500000 Penalty: 5279.776367
	Iteration 29Q: 3 clusters Score -4489524 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -4489642.500000 Penalty: 5279.776367
	Iteration 30Q: 3 clusters Score -4489642 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4489733.000000 Penalty: 5279.776367
	Iteration 31Q: 3 clusters Score -4489733 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -4489815.500000 Penalty: 5279.776367
	Iteration 32Q: 3 clusters Score -4489816 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -4489862.000000 Penalty: 5279.776367
	Iteration 33Q: 3 clusters Score -4489862 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -4489902.000000 Penalty: 5279.776367
	Iteration 34Q: 3 clusters Score -4489902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4489935.500000 Penalty: 5279.776367
	Iteration 35Q: 3 clusters Score -4489936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4489960.500000 Penalty: 5279.776367
	Iteration 36Q: 3 clusters Score -4489960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4489986.000000 Penalty: 5279.776367
	Iteration 37Q: 3 clusters Score -4489986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -4490010.500000 Penalty: 5279.776367
	Iteration 38Q: 3 clusters Score -4490010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -4490024.500000 Penalty: 5279.776367
	Iteration 39Q: 3 clusters Score -4490024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -4490037.500000 Penalty: 5279.776367
	Iteration 40F: 3 clusters Score -4490038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -4490045.500000 Penalty: 5279.776367
	Iteration 41Q: 3 clusters Score -4490046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -4490061.000000 Penalty: 5279.776367
	Iteration 42Q: 3 clusters Score -4490061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -4490067.000000 Penalty: 5279.776367
	Iteration 43Q: 3 clusters Score -4490067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4490082.000000 Penalty: 5279.776367
	Iteration 44Q: 3 clusters Score -4490082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -4490086.000000 Penalty: 5279.776367
	Iteration 45Q: 3 clusters Score -4490086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -4490100.000000 Penalty: 5279.776367
	Iteration 46Q: 3 clusters Score -4490100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -4490105.500000 Penalty: 5279.776367
	Iteration 47Q: 3 clusters Score -4490106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -4490113.000000 Penalty: 5279.776367
	Iteration 48Q: 3 clusters Score -4490113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -4490114.000000 Penalty: 5279.776367
	Iteration 49Q: 3 clusters Score -4490114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -4490129.000000 Penalty: 5279.776367
	Iteration 50Q: 3 clusters Score -4490129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -4490129.000000 Penalty: 5279.776367
	Iteration 51Q: 3 clusters Score -4490129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -4490125.500000 Penalty: 5279.776367
	Iteration 52Q: 3 clusters Score -4490126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -4490126.000000 Penalty: 5279.776367
	Iteration 53Q: 3 clusters Score -4490126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -4490128.500000 Penalty: 5279.776367
	Iteration 54Q: 3 clusters Score -4490128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4490132.000000 Penalty: 5279.776367
	Iteration 55Q: 3 clusters Score -4490132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -4490135.500000 Penalty: 5279.776367
	Iteration 56Q: 3 clusters Score -4490136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4490133.500000 Penalty: 5279.776367
	Iteration 57Q: 3 clusters Score -4490134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4490133.500000 Penalty: 5279.776367
	Iteration 58F: 3 clusters Score -4490134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Entering Unmasked Estep 
Score: -3209342.250000 Penalty: 2532.120361
	Iteration 0F: 2 clusters Score -3209342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3190582.750000 Penalty: 5064.240723
	Iteration 0F: 3 clusters Score -3190583 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3197257.500000 Penalty: 5064.240723
	Iteration 1F: 3 clusters Score -3197258 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3197809.750000 Penalty: 5064.240723
	Iteration 2F: 3 clusters Score -3197810 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3198428.750000 Penalty: 5064.240723
	Iteration 3F: 3 clusters Score -3198429 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3199183.250000 Penalty: 5064.240723
	Iteration 4F: 3 clusters Score -3199183 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3199984.250000 Penalty: 5064.240723
	Iteration 5F: 3 clusters Score -3199984 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3200887.750000 Penalty: 5064.240723
	Iteration 6F: 3 clusters Score -3200888 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3201872.750000 Penalty: 5064.240723
	Iteration 7F: 3 clusters Score -3201873 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -3202901.000000 Penalty: 5064.240723
	Iteration 8F: 3 clusters Score -3202901 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3204008.250000 Penalty: 5064.240723
	Iteration 9F: 3 clusters Score -3204008 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3205007.500000 Penalty: 5064.240723
	Iteration 10Q: 3 clusters Score -3205008 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3205844.000000 Penalty: 5064.240723
	Iteration 11Q: 3 clusters Score -3205844 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3206415.500000 Penalty: 5064.240723
	Iteration 12Q: 3 clusters Score -3206416 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3206850.250000 Penalty: 5064.240723
	Iteration 13Q: 3 clusters Score -3206850 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3207128.500000 Penalty: 5064.240723
	Iteration 14Q: 3 clusters Score -3207128 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3207335.500000 Penalty: 5064.240723
	Iteration 15Q: 3 clusters Score -3207336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3207462.750000 Penalty: 5064.240723
	Iteration 16Q: 3 clusters Score -3207463 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -3207562.500000 Penalty: 5064.240723
	Iteration 17Q: 3 clusters Score -3207562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -3207636.000000 Penalty: 5064.240723
	Iteration 18Q: 3 clusters Score -3207636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3207681.000000 Penalty: 5064.240723
	Iteration 19Q: 3 clusters Score -3207681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3207698.250000 Penalty: 5064.240723
	Iteration 20F: 3 clusters Score -3207698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3207728.000000 Penalty: 5064.240723
	Iteration 21Q: 3 clusters Score -3207728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3207738.000000 Penalty: 5064.240723
	Iteration 22Q: 3 clusters Score -3207738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3207749.000000 Penalty: 5064.240723
	Iteration 23Q: 3 clusters Score -3207749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3207759.500000 Penalty: 5064.240723
	Iteration 24Q: 3 clusters Score -3207760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3207770.250000 Penalty: 5064.240723
	Iteration 25Q: 3 clusters Score -3207770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3207790.250000 Penalty: 5064.240723
	Iteration 26Q: 3 clusters Score -3207790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3207799.750000 Penalty: 5064.240723
	Iteration 27Q: 3 clusters Score -3207800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3207811.750000 Penalty: 5064.240723
	Iteration 28Q: 3 clusters Score -3207812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3207820.250000 Penalty: 5064.240723
	Iteration 29Q: 3 clusters Score -3207820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3207824.750000 Penalty: 5064.240723
	Iteration 30Q: 3 clusters Score -3207825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -3207834.750000 Penalty: 5064.240723
	Iteration 31Q: 3 clusters Score -3207835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3207838.750000 Penalty: 5064.240723
	Iteration 32Q: 3 clusters Score -3207839 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -3207842.500000 Penalty: 5064.240723
	Iteration 33Q: 3 clusters Score -3207842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3207848.500000 Penalty: 5064.240723
	Iteration 34Q: 3 clusters Score -3207848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3207854.750000 Penalty: 5064.240723
	Iteration 35Q: 3 clusters Score -3207855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3207853.250000 Penalty: 5064.240723
	Iteration 36Q: 3 clusters Score -3207853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3207860.750000 Penalty: 5064.240723
	Iteration 37Q: 3 clusters Score -3207861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -3207860.750000 Penalty: 5064.240723
	Iteration 38Q: 3 clusters Score -3207861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3207862.750000 Penalty: 5064.240723
	Iteration 39Q: 3 clusters Score -3207863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3207870.250000 Penalty: 5064.240723
	Iteration 40F: 3 clusters Score -3207870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3207870.500000 Penalty: 5064.240723
	Iteration 41Q: 3 clusters Score -3207870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3207874.000000 Penalty: 5064.240723
	Iteration 42Q: 3 clusters Score -3207874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3207876.250000 Penalty: 5064.240723
	Iteration 43Q: 3 clusters Score -3207876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3207876.750000 Penalty: 5064.240723
	Iteration 44Q: 3 clusters Score -3207877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -3207876.500000 Penalty: 5064.240723
	Iteration 45Q: 3 clusters Score -3207876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3207882.500000 Penalty: 5064.240723
	Iteration 46Q: 3 clusters Score -3207882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3207885.000000 Penalty: 5064.240723
	Iteration 47Q: 3 clusters Score -3207885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3207885.250000 Penalty: 5064.240723
	Iteration 48Q: 3 clusters Score -3207885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3207889.250000 Penalty: 5064.240723
	Iteration 49Q: 3 clusters Score -3207889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3207886.250000 Penalty: 5064.240723
	Iteration 50Q: 3 clusters Score -3207886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3207885.250000 Penalty: 5064.240723
	Iteration 51Q: 3 clusters Score -3207885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3207884.750000 Penalty: 5064.240723
	Iteration 52Q: 3 clusters Score -3207885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3207884.250000 Penalty: 5064.240723
	Iteration 53Q: 3 clusters Score -3207884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3207884.250000 Penalty: 5064.240723
	Iteration 54F: 3 clusters Score -3207884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Entering Unmasked Estep 
Score: -4799522.500000 Penalty: 2636.604736
	Iteration 0F: 2 clusters Score -4799522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4771570.500000 Penalty: 5273.209473
	Iteration 0F: 3 clusters Score -4771570 nChanged 18940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -4782017.000000 Penalty: 5273.209473
	Iteration 1F: 3 clusters Score -4782017 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4782732.000000 Penalty: 5273.209473
	Iteration 2Q: 3 clusters Score -4782732 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -4783566.500000 Penalty: 5273.209473
	Iteration 3F: 3 clusters Score -4783566 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -4784607.500000 Penalty: 5273.209473
	Iteration 4F: 3 clusters Score -4784608 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -4786126.500000 Penalty: 5273.209473
	Iteration 5F: 3 clusters Score -4786126 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -4788150.500000 Penalty: 5273.209473
	Iteration 6F: 3 clusters Score -4788150 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4790483.000000 Penalty: 5273.209473
	Iteration 7F: 3 clusters Score -4790483 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -4792763.500000 Penalty: 5273.209473
	Iteration 8F: 3 clusters Score -4792764 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -4794544.500000 Penalty: 5273.209473
	Iteration 9F: 3 clusters Score -4794544 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -4795720.000000 Penalty: 5273.209473
	Iteration 10Q: 3 clusters Score -4795720 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -4796374.000000 Penalty: 5273.209473
	Iteration 11Q: 3 clusters Score -4796374 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -4796744.500000 Penalty: 5273.209473
	Iteration 12Q: 3 clusters Score -4796744 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4796991.500000 Penalty: 5273.209473
	Iteration 13Q: 3 clusters Score -4796992 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -4797099.500000 Penalty: 5273.209473
	Iteration 14Q: 3 clusters Score -4797100 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -4797169.000000 Penalty: 5273.209473
	Iteration 15Q: 3 clusters Score -4797169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -4797215.000000 Penalty: 5273.209473
	Iteration 16Q: 3 clusters Score -4797215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -4797251.500000 Penalty: 5273.209473
	Iteration 17Q: 3 clusters Score -4797252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -4797284.000000 Penalty: 5273.209473
	Iteration 18Q: 3 clusters Score -4797284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -4797308.500000 Penalty: 5273.209473
	Iteration 19Q: 3 clusters Score -4797308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4797315.000000 Penalty: 5273.209473
	Iteration 20F: 3 clusters Score -4797315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4797335.500000 Penalty: 5273.209473
	Iteration 21Q: 3 clusters Score -4797336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4797337.000000 Penalty: 5273.209473
	Iteration 22Q: 3 clusters Score -4797337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -4797351.500000 Penalty: 5273.209473
	Iteration 23Q: 3 clusters Score -4797352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -4797352.000000 Penalty: 5273.209473
	Iteration 24Q: 3 clusters Score -4797352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -4797354.500000 Penalty: 5273.209473
	Iteration 25Q: 3 clusters Score -4797354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4797358.000000 Penalty: 5273.209473
	Iteration 26Q: 3 clusters Score -4797358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -4797364.000000 Penalty: 5273.209473
	Iteration 27Q: 3 clusters Score -4797364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4797375.000000 Penalty: 5273.209473
	Iteration 28Q: 3 clusters Score -4797375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -4797372.000000 Penalty: 5273.209473
	Iteration 29Q: 3 clusters Score -4797372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -4797374.000000 Penalty: 5273.209473
	Iteration 30Q: 3 clusters Score -4797374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -4797374.000000 Penalty: 5273.209473
	Iteration 31Q: 3 clusters Score -4797374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -4797375.500000 Penalty: 5273.209473
	Iteration 32Q: 3 clusters Score -4797376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -4797376.500000 Penalty: 5273.209473
	Iteration 33Q: 3 clusters Score -4797376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4797379.000000 Penalty: 5273.209473
	Iteration 34Q: 3 clusters Score -4797379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4797386.500000 Penalty: 5273.209473
	Iteration 35Q: 3 clusters Score -4797386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4797385.500000 Penalty: 5273.209473
	Iteration 36Q: 3 clusters Score -4797386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -4797392.000000 Penalty: 5273.209473
	Iteration 37Q: 3 clusters Score -4797392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -4797388.500000 Penalty: 5273.209473
	Iteration 38Q: 3 clusters Score -4797388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -4797395.000000 Penalty: 5273.209473
	Iteration 39Q: 3 clusters Score -4797395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -4797398.500000 Penalty: 5273.209473
	Iteration 40F: 3 clusters Score -4797398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Entering Unmasked Estep 
Score: -3921806.750000 Penalty: 2587.894043
	Iteration 0F: 2 clusters Score -3921807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3898605.250000 Penalty: 5175.788086
	Iteration 0F: 3 clusters Score -3898605 nChanged 15418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3906957.500000 Penalty: 5175.788086
	Iteration 1F: 3 clusters Score -3906958 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3907574.000000 Penalty: 5175.788086
	Iteration 2Q: 3 clusters Score -3907574 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3908277.500000 Penalty: 5175.788086
	Iteration 3Q: 3 clusters Score -3908278 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3909383.250000 Penalty: 5175.788086
	Iteration 4F: 3 clusters Score -3909383 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3910987.750000 Penalty: 5175.788086
	Iteration 5F: 3 clusters Score -3910988 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -3913209.250000 Penalty: 5175.788086
	Iteration 6F: 3 clusters Score -3913209 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3915604.750000 Penalty: 5175.788086
	Iteration 7F: 3 clusters Score -3915605 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -3917554.000000 Penalty: 5175.788086
	Iteration 8F: 3 clusters Score -3917554 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3918701.500000 Penalty: 5175.788086
	Iteration 9Q: 3 clusters Score -3918702 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -3919180.750000 Penalty: 5175.788086
	Iteration 10Q: 3 clusters Score -3919181 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -3919437.750000 Penalty: 5175.788086
	Iteration 11Q: 3 clusters Score -3919438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -3919535.750000 Penalty: 5175.788086
	Iteration 12Q: 3 clusters Score -3919536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -3919584.250000 Penalty: 5175.788086
	Iteration 13Q: 3 clusters Score -3919584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -3919612.250000 Penalty: 5175.788086
	Iteration 14Q: 3 clusters Score -3919612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -3919636.250000 Penalty: 5175.788086
	Iteration 15Q: 3 clusters Score -3919636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -3919660.250000 Penalty: 5175.788086
	Iteration 16Q: 3 clusters Score -3919660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -3919682.250000 Penalty: 5175.788086
	Iteration 17Q: 3 clusters Score -3919682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3919700.000000 Penalty: 5175.788086
	Iteration 18Q: 3 clusters Score -3919700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -3919699.250000 Penalty: 5175.788086
	Iteration 19Q: 3 clusters Score -3919699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -3919714.750000 Penalty: 5175.788086
	Iteration 20F: 3 clusters Score -3919715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3919716.250000 Penalty: 5175.788086
	Iteration 21Q: 3 clusters Score -3919716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -3919722.750000 Penalty: 5175.788086
	Iteration 22Q: 3 clusters Score -3919723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3919725.750000 Penalty: 5175.788086
	Iteration 23Q: 3 clusters Score -3919726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -3919725.750000 Penalty: 5175.788086
	Iteration 24F: 3 clusters Score -3919726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185407 members 
Entering Unmasked Estep 
Score: -21830644.000000 Penalty: 3008.316650
	Iteration 0F: 2 clusters Score -2.183064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 92847 members 
Entering Unmasked Estep 
Score: -21712458.000000 Penalty: 6016.633301
	Iteration 0F: 3 clusters Score -2.171246e+07 nChanged 88947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -21764000.000000 Penalty: 6016.633301
	Iteration 1F: 3 clusters Score -2.1764e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -21765752.000000 Penalty: 6016.633301
	Iteration 2Q: 3 clusters Score -2.176575e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81185 members 
Mstep: Class 2 contains 104222 members 
Entering Unmasked Estep 
Score: -21768620.000000 Penalty: 6016.633301
	Iteration 3Q: 3 clusters Score -2.176862e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -21773554.000000 Penalty: 6016.633301
	Iteration 4F: 3 clusters Score -2.177355e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -21780894.000000 Penalty: 6016.633301
	Iteration 5F: 3 clusters Score -2.178089e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52756 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -21790650.000000 Penalty: 6016.633301
	Iteration 6F: 3 clusters Score -2.179065e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -21801370.000000 Penalty: 6016.633301
	Iteration 7F: 3 clusters Score -2.180137e+07 nChanged 12503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -21810660.000000 Penalty: 6016.633301
	Iteration 8F: 3 clusters Score -2.181066e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 167096 members 
Entering Unmasked Estep 
Score: -21817476.000000 Penalty: 6016.633301
	Iteration 9F: 3 clusters Score -2.181748e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -21822136.000000 Penalty: 6016.633301
	Iteration 10Q: 3 clusters Score -2.182214e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 180047 members 
Entering Unmasked Estep 
Score: -21825320.000000 Penalty: 6016.633301
	Iteration 11Q: 3 clusters Score -2.182532e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 182817 members 
Entering Unmasked Estep 
Score: -21826810.000000 Penalty: 6016.633301
	Iteration 12Q: 3 clusters Score -2.182681e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 184034 members 
Entering Unmasked Estep 
Score: -21827486.000000 Penalty: 6016.633301
	Iteration 13Q: 3 clusters Score -2.182749e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -21827786.000000 Penalty: 6016.633301
	Iteration 14Q: 3 clusters Score -2.182779e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 184719 members 
Entering Unmasked Estep 
Score: -21827958.000000 Penalty: 6016.633301
	Iteration 15Q: 3 clusters Score -2.182796e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 184816 members 
Entering Unmasked Estep 
Score: -21828040.000000 Penalty: 6016.633301
	Iteration 16Q: 3 clusters Score -2.182804e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 184860 members 
Entering Unmasked Estep 
Score: -21828086.000000 Penalty: 6016.633301
	Iteration 17Q: 3 clusters Score -2.182809e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 184881 members 
Entering Unmasked Estep 
Score: -21828080.000000 Penalty: 6016.633301
	Iteration 18Q: 3 clusters Score -2.182808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 184899 members 
Entering Unmasked Estep 
Score: -21828108.000000 Penalty: 6016.633301
	Iteration 19Q: 3 clusters Score -2.182811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184912 members 
Entering Unmasked Estep 
Score: -21828138.000000 Penalty: 6016.633301
	Iteration 20F: 3 clusters Score -2.182814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -21828154.000000 Penalty: 6016.633301
	Iteration 21Q: 3 clusters Score -2.182815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 184930 members 
Entering Unmasked Estep 
Score: -21828200.000000 Penalty: 6016.633301
	Iteration 22Q: 3 clusters Score -2.18282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -21828200.000000 Penalty: 6016.633301
	Iteration 23Q: 3 clusters Score -2.18282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 184943 members 
Entering Unmasked Estep 
Score: -21828234.000000 Penalty: 6016.633301
	Iteration 24Q: 3 clusters Score -2.182823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 184950 members 
Entering Unmasked Estep 
Score: -21828262.000000 Penalty: 6016.633301
	Iteration 25Q: 3 clusters Score -2.182826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 184952 members 
Entering Unmasked Estep 
Score: -21828264.000000 Penalty: 6016.633301
	Iteration 26Q: 3 clusters Score -2.182826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 184954 members 
Entering Unmasked Estep 
Score: -21828270.000000 Penalty: 6016.633301
	Iteration 27Q: 3 clusters Score -2.182827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 184952 members 
Entering Unmasked Estep 
Score: -21828276.000000 Penalty: 6016.633301
	Iteration 28Q: 3 clusters Score -2.182828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 184954 members 
Entering Unmasked Estep 
Score: -21828288.000000 Penalty: 6016.633301
	Iteration 29Q: 3 clusters Score -2.182829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 184955 members 
Entering Unmasked Estep 
Score: -21828294.000000 Penalty: 6016.633301
	Iteration 30Q: 3 clusters Score -2.182829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 184960 members 
Entering Unmasked Estep 
Score: -21828290.000000 Penalty: 6016.633301
	Iteration 31Q: 3 clusters Score -2.182829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 184959 members 
Entering Unmasked Estep 
Score: -21828298.000000 Penalty: 6016.633301
	Iteration 32Q: 3 clusters Score -2.18283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 184957 members 
Entering Unmasked Estep 
Score: -21828314.000000 Penalty: 6016.633301
	Iteration 33Q: 3 clusters Score -2.182831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 184957 members 
Entering Unmasked Estep 
Score: -21828314.000000 Penalty: 6016.633301
	Iteration 34F: 3 clusters Score -2.182831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Entering Unmasked Estep 
Score: -1233857.125000 Penalty: 2311.338135
	Iteration 0F: 2 clusters Score -1233857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1225430.625000 Penalty: 4622.676270
	Iteration 0F: 3 clusters Score -1225431 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1228017.500000 Penalty: 4622.676270
	Iteration 1F: 3 clusters Score -1228018 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1228358.875000 Penalty: 4622.676270
	Iteration 2F: 3 clusters Score -1228359 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1228638.125000 Penalty: 4622.676270
	Iteration 3F: 3 clusters Score -1228638 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1228907.375000 Penalty: 4622.676270
	Iteration 4Q: 3 clusters Score -1228907 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1229133.875000 Penalty: 4622.676270
	Iteration 5Q: 3 clusters Score -1229134 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1229373.625000 Penalty: 4622.676270
	Iteration 6Q: 3 clusters Score -1229374 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1229633.500000 Penalty: 4622.676270
	Iteration 7Q: 3 clusters Score -1229634 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1229922.625000 Penalty: 4622.676270
	Iteration 8Q: 3 clusters Score -1229923 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1230219.250000 Penalty: 4622.676270
	Iteration 9Q: 3 clusters Score -1230219 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1230504.625000 Penalty: 4622.676270
	Iteration 10Q: 3 clusters Score -1230505 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1230803.125000 Penalty: 4622.676270
	Iteration 11Q: 3 clusters Score -1230803 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1231092.000000 Penalty: 4622.676270
	Iteration 12Q: 3 clusters Score -1231092 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1231341.625000 Penalty: 4622.676270
	Iteration 13Q: 3 clusters Score -1231342 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1231517.250000 Penalty: 4622.676270
	Iteration 14Q: 3 clusters Score -1231517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1231636.000000 Penalty: 4622.676270
	Iteration 15Q: 3 clusters Score -1231636 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1231731.500000 Penalty: 4622.676270
	Iteration 16Q: 3 clusters Score -1231732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1231807.125000 Penalty: 4622.676270
	Iteration 17Q: 3 clusters Score -1231807 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1231873.625000 Penalty: 4622.676270
	Iteration 18Q: 3 clusters Score -1231874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1231928.875000 Penalty: 4622.676270
	Iteration 19Q: 3 clusters Score -1231929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1231970.500000 Penalty: 4622.676270
	Iteration 20F: 3 clusters Score -1231970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1232002.250000 Penalty: 4622.676270
	Iteration 21Q: 3 clusters Score -1232002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1232028.875000 Penalty: 4622.676270
	Iteration 22Q: 3 clusters Score -1232029 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1232043.875000 Penalty: 4622.676270
	Iteration 23Q: 3 clusters Score -1232044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1232057.250000 Penalty: 4622.676270
	Iteration 24Q: 3 clusters Score -1232057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1232061.500000 Penalty: 4622.676270
	Iteration 25Q: 3 clusters Score -1232062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1232065.000000 Penalty: 4622.676270
	Iteration 26Q: 3 clusters Score -1232065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1232069.375000 Penalty: 4622.676270
	Iteration 27Q: 3 clusters Score -1232069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1232069.625000 Penalty: 4622.676270
	Iteration 28Q: 3 clusters Score -1232070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1232074.125000 Penalty: 4622.676270
	Iteration 29Q: 3 clusters Score -1232074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1232073.250000 Penalty: 4622.676270
	Iteration 30Q: 3 clusters Score -1232073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1232080.750000 Penalty: 4622.676270
	Iteration 31Q: 3 clusters Score -1232081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1232083.625000 Penalty: 4622.676270
	Iteration 32Q: 3 clusters Score -1232084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1232087.000000 Penalty: 4622.676270
	Iteration 33Q: 3 clusters Score -1232087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1232086.375000 Penalty: 4622.676270
	Iteration 34Q: 3 clusters Score -1232086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1232090.375000 Penalty: 4622.676270
	Iteration 35Q: 3 clusters Score -1232090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1232095.500000 Penalty: 4622.676270
	Iteration 36Q: 3 clusters Score -1232096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1232095.750000 Penalty: 4622.676270
	Iteration 37Q: 3 clusters Score -1232096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1232098.875000 Penalty: 4622.676270
	Iteration 38Q: 3 clusters Score -1232099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1232103.125000 Penalty: 4622.676270
	Iteration 39Q: 3 clusters Score -1232103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1232106.375000 Penalty: 4622.676270
	Iteration 40F: 3 clusters Score -1232106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1232105.250000 Penalty: 4622.676270
	Iteration 41Q: 3 clusters Score -1232105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1232105.250000 Penalty: 4622.676270
	Iteration 42F: 3 clusters Score -1232105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Entering Unmasked Estep 
Score: -2813422.750000 Penalty: 2507.756836
	Iteration 0F: 2 clusters Score -2813423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2796419.750000 Penalty: 5015.513672
	Iteration 0F: 3 clusters Score -2796420 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2802587.250000 Penalty: 5015.513672
	Iteration 1F: 3 clusters Score -2802587 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2803436.000000 Penalty: 5015.513672
	Iteration 2F: 3 clusters Score -2803436 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2804553.250000 Penalty: 5015.513672
	Iteration 3F: 3 clusters Score -2804553 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2805882.750000 Penalty: 5015.513672
	Iteration 4F: 3 clusters Score -2805883 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2807350.750000 Penalty: 5015.513672
	Iteration 5F: 3 clusters Score -2807351 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2808679.250000 Penalty: 5015.513672
	Iteration 6F: 3 clusters Score -2808679 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2809717.500000 Penalty: 5015.513672
	Iteration 7F: 3 clusters Score -2809718 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2810535.500000 Penalty: 5015.513672
	Iteration 8Q: 3 clusters Score -2810536 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2811072.000000 Penalty: 5015.513672
	Iteration 9Q: 3 clusters Score -2811072 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2811401.750000 Penalty: 5015.513672
	Iteration 10Q: 3 clusters Score -2811402 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2811559.750000 Penalty: 5015.513672
	Iteration 11Q: 3 clusters Score -2811560 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2811671.500000 Penalty: 5015.513672
	Iteration 12Q: 3 clusters Score -2811672 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2811747.500000 Penalty: 5015.513672
	Iteration 13Q: 3 clusters Score -2811748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2811822.250000 Penalty: 5015.513672
	Iteration 14Q: 3 clusters Score -2811822 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2811886.250000 Penalty: 5015.513672
	Iteration 15Q: 3 clusters Score -2811886 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2811926.500000 Penalty: 5015.513672
	Iteration 16Q: 3 clusters Score -2811926 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2811953.000000 Penalty: 5015.513672
	Iteration 17Q: 3 clusters Score -2811953 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2811979.500000 Penalty: 5015.513672
	Iteration 18Q: 3 clusters Score -2811980 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2811998.500000 Penalty: 5015.513672
	Iteration 19Q: 3 clusters Score -2811998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2812025.500000 Penalty: 5015.513672
	Iteration 20F: 3 clusters Score -2812026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2812044.750000 Penalty: 5015.513672
	Iteration 21Q: 3 clusters Score -2812045 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2812064.500000 Penalty: 5015.513672
	Iteration 22Q: 3 clusters Score -2812064 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2812090.250000 Penalty: 5015.513672
	Iteration 23Q: 3 clusters Score -2812090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2812104.500000 Penalty: 5015.513672
	Iteration 24Q: 3 clusters Score -2812104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2812123.750000 Penalty: 5015.513672
	Iteration 25Q: 3 clusters Score -2812124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2812137.500000 Penalty: 5015.513672
	Iteration 26Q: 3 clusters Score -2812138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2812148.500000 Penalty: 5015.513672
	Iteration 27Q: 3 clusters Score -2812148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2812159.750000 Penalty: 5015.513672
	Iteration 28Q: 3 clusters Score -2812160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2812170.750000 Penalty: 5015.513672
	Iteration 29Q: 3 clusters Score -2812171 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2812177.250000 Penalty: 5015.513672
	Iteration 30Q: 3 clusters Score -2812177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2812181.250000 Penalty: 5015.513672
	Iteration 31Q: 3 clusters Score -2812181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2812194.250000 Penalty: 5015.513672
	Iteration 32Q: 3 clusters Score -2812194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2812205.500000 Penalty: 5015.513672
	Iteration 33Q: 3 clusters Score -2812206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2812227.250000 Penalty: 5015.513672
	Iteration 34Q: 3 clusters Score -2812227 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2812238.750000 Penalty: 5015.513672
	Iteration 35Q: 3 clusters Score -2812239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2812246.000000 Penalty: 5015.513672
	Iteration 36Q: 3 clusters Score -2812246 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2812257.500000 Penalty: 5015.513672
	Iteration 37Q: 3 clusters Score -2812258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2812264.500000 Penalty: 5015.513672
	Iteration 38Q: 3 clusters Score -2812264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2812276.000000 Penalty: 5015.513672
	Iteration 39Q: 3 clusters Score -2812276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2812295.750000 Penalty: 5015.513672
	Iteration 40F: 3 clusters Score -2812296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2812301.000000 Penalty: 5015.513672
	Iteration 41Q: 3 clusters Score -2812301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2812312.250000 Penalty: 5015.513672
	Iteration 42Q: 3 clusters Score -2812312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2812315.250000 Penalty: 5015.513672
	Iteration 43Q: 3 clusters Score -2812315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2812321.500000 Penalty: 5015.513672
	Iteration 44Q: 3 clusters Score -2812322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2812326.000000 Penalty: 5015.513672
	Iteration 45Q: 3 clusters Score -2812326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2812331.500000 Penalty: 5015.513672
	Iteration 46Q: 3 clusters Score -2812332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2812341.250000 Penalty: 5015.513672
	Iteration 47Q: 3 clusters Score -2812341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2812348.250000 Penalty: 5015.513672
	Iteration 48Q: 3 clusters Score -2812348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2812354.250000 Penalty: 5015.513672
	Iteration 49Q: 3 clusters Score -2812354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2812352.500000 Penalty: 5015.513672
	Iteration 50Q: 3 clusters Score -2812352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2812357.500000 Penalty: 5015.513672
	Iteration 51Q: 3 clusters Score -2812358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2812360.750000 Penalty: 5015.513672
	Iteration 52Q: 3 clusters Score -2812361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2812366.250000 Penalty: 5015.513672
	Iteration 53Q: 3 clusters Score -2812366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2812369.250000 Penalty: 5015.513672
	Iteration 54Q: 3 clusters Score -2812369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2812370.500000 Penalty: 5015.513672
	Iteration 55Q: 3 clusters Score -2812370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2812366.000000 Penalty: 5015.513672
	Iteration 56Q: 3 clusters Score -2812366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2812365.500000 Penalty: 5015.513672
	Iteration 57Q: 3 clusters Score -2812366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2812362.500000 Penalty: 5015.513672
	Iteration 58Q: 3 clusters Score -2812362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2812366.250000 Penalty: 5015.513672
	Iteration 59Q: 3 clusters Score -2812366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2812369.250000 Penalty: 5015.513672
	Iteration 60F: 3 clusters Score -2812369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2812363.750000 Penalty: 5015.513672
	Iteration 61Q: 3 clusters Score -2812364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2812371.000000 Penalty: 5015.513672
	Iteration 62Q: 3 clusters Score -2812371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2812368.250000 Penalty: 5015.513672
	Iteration 63Q: 3 clusters Score -2812368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2812369.750000 Penalty: 5015.513672
	Iteration 64Q: 3 clusters Score -2812370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2812372.250000 Penalty: 5015.513672
	Iteration 65Q: 3 clusters Score -2812372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2812370.000000 Penalty: 5015.513672
	Iteration 66Q: 3 clusters Score -2812370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2812370.500000 Penalty: 5015.513672
	Iteration 67Q: 3 clusters Score -2812370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2812370.500000 Penalty: 5015.513672
	Iteration 68F: 3 clusters Score -2812370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123014 members 
Entering Unmasked Estep 
Score: -14081898.000000 Penalty: 2906.573242
	Iteration 0F: 2 clusters Score -1.40819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -13999732.000000 Penalty: 5813.146484
	Iteration 0F: 3 clusters Score -1.399973e+07 nChanged 58445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -14033313.000000 Penalty: 5813.146484
	Iteration 1F: 3 clusters Score -1.403331e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -14034002.000000 Penalty: 5813.146484
	Iteration 2Q: 3 clusters Score -1.4034e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -14034776.000000 Penalty: 5813.146484
	Iteration 3Q: 3 clusters Score -1.403478e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -14035699.000000 Penalty: 5813.146484
	Iteration 4Q: 3 clusters Score -1.40357e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -14036846.000000 Penalty: 5813.146484
	Iteration 5Q: 3 clusters Score -1.403685e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72852 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -14038703.000000 Penalty: 5813.146484
	Iteration 6Q: 3 clusters Score -1.40387e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -14041506.000000 Penalty: 5813.146484
	Iteration 7Q: 3 clusters Score -1.404151e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -14046236.000000 Penalty: 5813.146484
	Iteration 8F: 3 clusters Score -1.404624e+07 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95769 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -14053869.000000 Penalty: 5813.146484
	Iteration 9F: 3 clusters Score -1.405387e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106470 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -14063610.000000 Penalty: 5813.146484
	Iteration 10F: 3 clusters Score -1.406361e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115387 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -14072163.000000 Penalty: 5813.146484
	Iteration 11F: 3 clusters Score -1.407216e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120303 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -14076808.000000 Penalty: 5813.146484
	Iteration 12Q: 3 clusters Score -1.407681e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122111 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -14078443.000000 Penalty: 5813.146484
	Iteration 13Q: 3 clusters Score -1.407844e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122607 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14078956.000000 Penalty: 5813.146484
	Iteration 14Q: 3 clusters Score -1.407896e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122723 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14079107.000000 Penalty: 5813.146484
	Iteration 15Q: 3 clusters Score -1.407911e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122762 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14079186.000000 Penalty: 5813.146484
	Iteration 16Q: 3 clusters Score -1.407919e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122780 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14079234.000000 Penalty: 5813.146484
	Iteration 17Q: 3 clusters Score -1.407923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122796 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14079254.000000 Penalty: 5813.146484
	Iteration 18Q: 3 clusters Score -1.407925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122806 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -14079287.000000 Penalty: 5813.146484
	Iteration 19Q: 3 clusters Score -1.407929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14079294.000000 Penalty: 5813.146484
	Iteration 20F: 3 clusters Score -1.407929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122816 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14079307.000000 Penalty: 5813.146484
	Iteration 21Q: 3 clusters Score -1.407931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122817 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14079316.000000 Penalty: 5813.146484
	Iteration 22Q: 3 clusters Score -1.407932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122818 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14079319.000000 Penalty: 5813.146484
	Iteration 23Q: 3 clusters Score -1.407932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14079320.000000 Penalty: 5813.146484
	Iteration 24Q: 3 clusters Score -1.407932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122819 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14079320.000000 Penalty: 5813.146484
	Iteration 25F: 3 clusters Score -1.407932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Entering Unmasked Estep 
Score: -3700513.750000 Penalty: 2565.199707
	Iteration 0F: 2 clusters Score -3700514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -3679255.000000 Penalty: 5130.399414
	Iteration 0F: 3 clusters Score -3679255 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3687034.250000 Penalty: 5130.399414
	Iteration 1F: 3 clusters Score -3687034 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3687567.250000 Penalty: 5130.399414
	Iteration 2Q: 3 clusters Score -3687567 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3688175.000000 Penalty: 5130.399414
	Iteration 3Q: 3 clusters Score -3688175 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -3689008.750000 Penalty: 5130.399414
	Iteration 4F: 3 clusters Score -3689009 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3690168.000000 Penalty: 5130.399414
	Iteration 5F: 3 clusters Score -3690168 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -3691671.500000 Penalty: 5130.399414
	Iteration 6F: 3 clusters Score -3691672 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3693593.500000 Penalty: 5130.399414
	Iteration 7F: 3 clusters Score -3693594 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3695491.250000 Penalty: 5130.399414
	Iteration 8F: 3 clusters Score -3695491 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3696906.250000 Penalty: 5130.399414
	Iteration 9Q: 3 clusters Score -3696906 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3697605.000000 Penalty: 5130.399414
	Iteration 10Q: 3 clusters Score -3697605 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3697910.000000 Penalty: 5130.399414
	Iteration 11Q: 3 clusters Score -3697910 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3698066.000000 Penalty: 5130.399414
	Iteration 12Q: 3 clusters Score -3698066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3698131.000000 Penalty: 5130.399414
	Iteration 13Q: 3 clusters Score -3698131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3698162.500000 Penalty: 5130.399414
	Iteration 14Q: 3 clusters Score -3698162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3698181.750000 Penalty: 5130.399414
	Iteration 15Q: 3 clusters Score -3698182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3698201.750000 Penalty: 5130.399414
	Iteration 16Q: 3 clusters Score -3698202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3698234.500000 Penalty: 5130.399414
	Iteration 17Q: 3 clusters Score -3698234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3698242.500000 Penalty: 5130.399414
	Iteration 18Q: 3 clusters Score -3698242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3698251.750000 Penalty: 5130.399414
	Iteration 19Q: 3 clusters Score -3698252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3698260.750000 Penalty: 5130.399414
	Iteration 20F: 3 clusters Score -3698261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3698270.500000 Penalty: 5130.399414
	Iteration 21Q: 3 clusters Score -3698270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3698279.000000 Penalty: 5130.399414
	Iteration 22Q: 3 clusters Score -3698279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3698277.000000 Penalty: 5130.399414
	Iteration 23Q: 3 clusters Score -3698277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3698281.750000 Penalty: 5130.399414
	Iteration 24Q: 3 clusters Score -3698282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3698281.750000 Penalty: 5130.399414
	Iteration 25F: 3 clusters Score -3698282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Entering Unmasked Estep 
Score: -3900522.000000 Penalty: 2588.824951
	Iteration 0F: 2 clusters Score -3900522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3877457.000000 Penalty: 5177.649902
	Iteration 0F: 3 clusters Score -3877457 nChanged 15358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -3885995.000000 Penalty: 5177.649902
	Iteration 1F: 3 clusters Score -3885995 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3886789.250000 Penalty: 5177.649902
	Iteration 2F: 3 clusters Score -3886789 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3887793.500000 Penalty: 5177.649902
	Iteration 3F: 3 clusters Score -3887794 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3889033.750000 Penalty: 5177.649902
	Iteration 4F: 3 clusters Score -3889034 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3890246.000000 Penalty: 5177.649902
	Iteration 5F: 3 clusters Score -3890246 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3891289.000000 Penalty: 5177.649902
	Iteration 6F: 3 clusters Score -3891289 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3892069.250000 Penalty: 5177.649902
	Iteration 7F: 3 clusters Score -3892069 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3892665.500000 Penalty: 5177.649902
	Iteration 8Q: 3 clusters Score -3892666 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3893153.250000 Penalty: 5177.649902
	Iteration 9Q: 3 clusters Score -3893153 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -3893602.000000 Penalty: 5177.649902
	Iteration 10Q: 3 clusters Score -3893602 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3894042.000000 Penalty: 5177.649902
	Iteration 11Q: 3 clusters Score -3894042 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3894456.250000 Penalty: 5177.649902
	Iteration 12Q: 3 clusters Score -3894456 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -3894902.750000 Penalty: 5177.649902
	Iteration 13Q: 3 clusters Score -3894903 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3895290.250000 Penalty: 5177.649902
	Iteration 14Q: 3 clusters Score -3895290 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3895525.750000 Penalty: 5177.649902
	Iteration 15Q: 3 clusters Score -3895526 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3895730.250000 Penalty: 5177.649902
	Iteration 16Q: 3 clusters Score -3895730 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3895918.000000 Penalty: 5177.649902
	Iteration 17Q: 3 clusters Score -3895918 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3896078.000000 Penalty: 5177.649902
	Iteration 18Q: 3 clusters Score -3896078 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3896276.500000 Penalty: 5177.649902
	Iteration 19Q: 3 clusters Score -3896276 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3896449.750000 Penalty: 5177.649902
	Iteration 20F: 3 clusters Score -3896450 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3896642.250000 Penalty: 5177.649902
	Iteration 21Q: 3 clusters Score -3896642 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3896817.750000 Penalty: 5177.649902
	Iteration 22Q: 3 clusters Score -3896818 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3897010.500000 Penalty: 5177.649902
	Iteration 23Q: 3 clusters Score -3897010 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3897172.000000 Penalty: 5177.649902
	Iteration 24Q: 3 clusters Score -3897172 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3897308.750000 Penalty: 5177.649902
	Iteration 25Q: 3 clusters Score -3897309 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3897448.250000 Penalty: 5177.649902
	Iteration 26Q: 3 clusters Score -3897448 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3897566.500000 Penalty: 5177.649902
	Iteration 27Q: 3 clusters Score -3897566 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3897668.750000 Penalty: 5177.649902
	Iteration 28Q: 3 clusters Score -3897669 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3897766.000000 Penalty: 5177.649902
	Iteration 29Q: 3 clusters Score -3897766 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3897858.000000 Penalty: 5177.649902
	Iteration 30Q: 3 clusters Score -3897858 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3897950.250000 Penalty: 5177.649902
	Iteration 31Q: 3 clusters Score -3897950 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3898051.750000 Penalty: 5177.649902
	Iteration 32Q: 3 clusters Score -3898052 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3898148.750000 Penalty: 5177.649902
	Iteration 33Q: 3 clusters Score -3898149 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3898230.000000 Penalty: 5177.649902
	Iteration 34Q: 3 clusters Score -3898230 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3898295.250000 Penalty: 5177.649902
	Iteration 35Q: 3 clusters Score -3898295 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -3898338.750000 Penalty: 5177.649902
	Iteration 36Q: 3 clusters Score -3898339 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3898389.750000 Penalty: 5177.649902
	Iteration 37Q: 3 clusters Score -3898390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3898426.500000 Penalty: 5177.649902
	Iteration 38Q: 3 clusters Score -3898426 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3898448.250000 Penalty: 5177.649902
	Iteration 39Q: 3 clusters Score -3898448 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -3898493.500000 Penalty: 5177.649902
	Iteration 40F: 3 clusters Score -3898494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3898526.750000 Penalty: 5177.649902
	Iteration 41Q: 3 clusters Score -3898527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3898562.000000 Penalty: 5177.649902
	Iteration 42Q: 3 clusters Score -3898562 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3898594.500000 Penalty: 5177.649902
	Iteration 43Q: 3 clusters Score -3898594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3898610.500000 Penalty: 5177.649902
	Iteration 44Q: 3 clusters Score -3898610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -3898649.000000 Penalty: 5177.649902
	Iteration 45Q: 3 clusters Score -3898649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3898684.000000 Penalty: 5177.649902
	Iteration 46Q: 3 clusters Score -3898684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3898703.000000 Penalty: 5177.649902
	Iteration 47Q: 3 clusters Score -3898703 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3898716.750000 Penalty: 5177.649902
	Iteration 48Q: 3 clusters Score -3898717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3898743.500000 Penalty: 5177.649902
	Iteration 49Q: 3 clusters Score -3898744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3898765.000000 Penalty: 5177.649902
	Iteration 50Q: 3 clusters Score -3898765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3898789.250000 Penalty: 5177.649902
	Iteration 51Q: 3 clusters Score -3898789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3898796.000000 Penalty: 5177.649902
	Iteration 52Q: 3 clusters Score -3898796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -3898815.500000 Penalty: 5177.649902
	Iteration 53Q: 3 clusters Score -3898816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -3898832.750000 Penalty: 5177.649902
	Iteration 54Q: 3 clusters Score -3898833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3898848.250000 Penalty: 5177.649902
	Iteration 55Q: 3 clusters Score -3898848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -3898861.750000 Penalty: 5177.649902
	Iteration 56Q: 3 clusters Score -3898862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3898869.000000 Penalty: 5177.649902
	Iteration 57Q: 3 clusters Score -3898869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -3898879.750000 Penalty: 5177.649902
	Iteration 58Q: 3 clusters Score -3898880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -3898884.500000 Penalty: 5177.649902
	Iteration 59Q: 3 clusters Score -3898884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -3898901.000000 Penalty: 5177.649902
	Iteration 60F: 3 clusters Score -3898901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -3898904.250000 Penalty: 5177.649902
	Iteration 61Q: 3 clusters Score -3898904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -3898912.500000 Penalty: 5177.649902
	Iteration 62Q: 3 clusters Score -3898912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3898920.250000 Penalty: 5177.649902
	Iteration 63Q: 3 clusters Score -3898920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3898913.250000 Penalty: 5177.649902
	Iteration 64Q: 3 clusters Score -3898913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -3898915.000000 Penalty: 5177.649902
	Iteration 65Q: 3 clusters Score -3898915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3898912.500000 Penalty: 5177.649902
	Iteration 66Q: 3 clusters Score -3898912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -3898913.250000 Penalty: 5177.649902
	Iteration 67Q: 3 clusters Score -3898913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3898918.250000 Penalty: 5177.649902
	Iteration 68Q: 3 clusters Score -3898918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -3898919.750000 Penalty: 5177.649902
	Iteration 69Q: 3 clusters Score -3898920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -3898924.000000 Penalty: 5177.649902
	Iteration 70Q: 3 clusters Score -3898924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -3898926.250000 Penalty: 5177.649902
	Iteration 71Q: 3 clusters Score -3898926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -3898928.500000 Penalty: 5177.649902
	Iteration 72Q: 3 clusters Score -3898928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3898931.000000 Penalty: 5177.649902
	Iteration 73Q: 3 clusters Score -3898931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3898929.500000 Penalty: 5177.649902
	Iteration 74Q: 3 clusters Score -3898930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3898929.500000 Penalty: 5177.649902
	Iteration 75F: 3 clusters Score -3898930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Entering Unmasked Estep 
Score: -2150215.000000 Penalty: 2433.831299
	Iteration 0F: 2 clusters Score -2150215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2137188.250000 Penalty: 4867.662598
	Iteration 0F: 3 clusters Score -2137188 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2141468.000000 Penalty: 4867.662598
	Iteration 1F: 3 clusters Score -2141468 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2141974.750000 Penalty: 4867.662598
	Iteration 2F: 3 clusters Score -2141975 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2142548.750000 Penalty: 4867.662598
	Iteration 3F: 3 clusters Score -2142549 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2143327.750000 Penalty: 4867.662598
	Iteration 4F: 3 clusters Score -2143328 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2144473.250000 Penalty: 4867.662598
	Iteration 5F: 3 clusters Score -2144473 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2145639.000000 Penalty: 4867.662598
	Iteration 6F: 3 clusters Score -2145639 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2146466.250000 Penalty: 4867.662598
	Iteration 7F: 3 clusters Score -2146466 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2147036.000000 Penalty: 4867.662598
	Iteration 8F: 3 clusters Score -2147036 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2147356.250000 Penalty: 4867.662598
	Iteration 9Q: 3 clusters Score -2147356 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2147549.000000 Penalty: 4867.662598
	Iteration 10Q: 3 clusters Score -2147549 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2147684.250000 Penalty: 4867.662598
	Iteration 11Q: 3 clusters Score -2147684 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2147786.500000 Penalty: 4867.662598
	Iteration 12Q: 3 clusters Score -2147786 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2147913.250000 Penalty: 4867.662598
	Iteration 13Q: 3 clusters Score -2147913 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2148023.750000 Penalty: 4867.662598
	Iteration 14Q: 3 clusters Score -2148024 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2148124.250000 Penalty: 4867.662598
	Iteration 15Q: 3 clusters Score -2148124 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2148208.000000 Penalty: 4867.662598
	Iteration 16Q: 3 clusters Score -2148208 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2148273.750000 Penalty: 4867.662598
	Iteration 17Q: 3 clusters Score -2148274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2148322.000000 Penalty: 4867.662598
	Iteration 18Q: 3 clusters Score -2148322 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2148368.250000 Penalty: 4867.662598
	Iteration 19Q: 3 clusters Score -2148368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2148414.750000 Penalty: 4867.662598
	Iteration 20F: 3 clusters Score -2148415 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2148450.000000 Penalty: 4867.662598
	Iteration 21Q: 3 clusters Score -2148450 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2148495.000000 Penalty: 4867.662598
	Iteration 22Q: 3 clusters Score -2148495 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2148528.500000 Penalty: 4867.662598
	Iteration 23Q: 3 clusters Score -2148528 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2148552.000000 Penalty: 4867.662598
	Iteration 24Q: 3 clusters Score -2148552 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2148578.750000 Penalty: 4867.662598
	Iteration 25Q: 3 clusters Score -2148579 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2148602.250000 Penalty: 4867.662598
	Iteration 26Q: 3 clusters Score -2148602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2148636.250000 Penalty: 4867.662598
	Iteration 27Q: 3 clusters Score -2148636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2148651.500000 Penalty: 4867.662598
	Iteration 28Q: 3 clusters Score -2148652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2148674.750000 Penalty: 4867.662598
	Iteration 29Q: 3 clusters Score -2148675 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2148694.750000 Penalty: 4867.662598
	Iteration 30Q: 3 clusters Score -2148695 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2148714.000000 Penalty: 4867.662598
	Iteration 31Q: 3 clusters Score -2148714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2148737.500000 Penalty: 4867.662598
	Iteration 32Q: 3 clusters Score -2148738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2148761.250000 Penalty: 4867.662598
	Iteration 33Q: 3 clusters Score -2148761 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2148789.500000 Penalty: 4867.662598
	Iteration 34Q: 3 clusters Score -2148790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2148804.000000 Penalty: 4867.662598
	Iteration 35Q: 3 clusters Score -2148804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2148820.750000 Penalty: 4867.662598
	Iteration 36Q: 3 clusters Score -2148821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2148830.500000 Penalty: 4867.662598
	Iteration 37Q: 3 clusters Score -2148830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2148839.250000 Penalty: 4867.662598
	Iteration 38Q: 3 clusters Score -2148839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2148854.250000 Penalty: 4867.662598
	Iteration 39Q: 3 clusters Score -2148854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2148858.750000 Penalty: 4867.662598
	Iteration 40F: 3 clusters Score -2148859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2148863.750000 Penalty: 4867.662598
	Iteration 41Q: 3 clusters Score -2148864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2148882.000000 Penalty: 4867.662598
	Iteration 42Q: 3 clusters Score -2148882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2148881.500000 Penalty: 4867.662598
	Iteration 43Q: 3 clusters Score -2148882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2148884.000000 Penalty: 4867.662598
	Iteration 44Q: 3 clusters Score -2148884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2148889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2148891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2148887.500000 Penalty: 4867.662598
	Iteration 47Q: 3 clusters Score -2148888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2148895.750000 Penalty: 4867.662598
	Iteration 48Q: 3 clusters Score -2148896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2148898.500000 Penalty: 4867.662598
	Iteration 49Q: 3 clusters Score -2148898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2148899.750000 Penalty: 4867.662598
	Iteration 50Q: 3 clusters Score -2148900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2148905.750000 Penalty: 4867.662598
	Iteration 51Q: 3 clusters Score -2148906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2148906.250000 Penalty: 4867.662598
	Iteration 52Q: 3 clusters Score -2148906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2148908.500000 Penalty: 4867.662598
	Iteration 53Q: 3 clusters Score -2148908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2148914.000000 Penalty: 4867.662598
	Iteration 54Q: 3 clusters Score -2148914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2148916.750000 Penalty: 4867.662598
	Iteration 55Q: 3 clusters Score -2148917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2148922.750000 Penalty: 4867.662598
	Iteration 56Q: 3 clusters Score -2148923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2148923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2148924.750000 Penalty: 4867.662598
	Iteration 58Q: 3 clusters Score -2148925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2148921.750000 Penalty: 4867.662598
	Iteration 59Q: 3 clusters Score -2148922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2148929.250000 Penalty: 4867.662598
	Iteration 60F: 3 clusters Score -2148929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2148930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2148933.750000 Penalty: 4867.662598
	Iteration 62Q: 3 clusters Score -2148934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2148931.500000 Penalty: 4867.662598
	Iteration 63Q: 3 clusters Score -2148932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2148936.000000 Penalty: 4867.662598
	Iteration 64Q: 3 clusters Score -2148936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2148935.500000 Penalty: 4867.662598
	Iteration 65Q: 3 clusters Score -2148936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2148937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2148943.250000 Penalty: 4867.662598
	Iteration 67Q: 3 clusters Score -2148943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2148944.000000 Penalty: 4867.662598
	Iteration 68Q: 3 clusters Score -2148944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2148948.250000 Penalty: 4867.662598
	Iteration 69Q: 3 clusters Score -2148948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2148950.000000 Penalty: 4867.662598
	Iteration 70Q: 3 clusters Score -2148950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2148949.500000 Penalty: 4867.662598
	Iteration 71Q: 3 clusters Score -2148950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2148948.000000 Penalty: 4867.662598
	Iteration 72Q: 3 clusters Score -2148948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2148953.000000 Penalty: 4867.662598
	Iteration 73Q: 3 clusters Score -2148953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2148961.750000 Penalty: 4867.662598
	Iteration 74Q: 3 clusters Score -2148962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2148958.500000 Penalty: 4867.662598
	Iteration 75Q: 3 clusters Score -2148958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2148961.000000 Penalty: 4867.662598
	Iteration 76Q: 3 clusters Score -2148961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2148961.250000 Penalty: 4867.662598
	Iteration 77Q: 3 clusters Score -2148961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2148959.500000 Penalty: 4867.662598
	Iteration 78Q: 3 clusters Score -2148960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2148962.000000 Penalty: 4867.662598
	Iteration 79Q: 3 clusters Score -2148962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2148966.250000 Penalty: 4867.662598
	Iteration 80F: 3 clusters Score -2148966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2148967.250000 Penalty: 4867.662598
	Iteration 81Q: 3 clusters Score -2148967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2148963.000000 Penalty: 4867.662598
	Iteration 82Q: 3 clusters Score -2148963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2148968.000000 Penalty: 4867.662598
	Iteration 83Q: 3 clusters Score -2148968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2148968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2148971.250000 Penalty: 4867.662598
	Iteration 85Q: 3 clusters Score -2148971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2148970.750000 Penalty: 4867.662598
	Iteration 86Q: 3 clusters Score -2148971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2148970.250000 Penalty: 4867.662598
	Iteration 87Q: 3 clusters Score -2148970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2148967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2148965.750000 Penalty: 4867.662598
	Iteration 89Q: 3 clusters Score -2148966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2148969.250000 Penalty: 4867.662598
	Iteration 90Q: 3 clusters Score -2148969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2148971.500000 Penalty: 4867.662598
	Iteration 91Q: 3 clusters Score -2148972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2148971.500000 Penalty: 4867.662598
	Iteration 92Q: 3 clusters Score -2148972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2148972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2148973.500000 Penalty: 4867.662598
	Iteration 94Q: 3 clusters Score -2148974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2148977.750000 Penalty: 4867.662598
	Iteration 95Q: 3 clusters Score -2148978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2148981.500000 Penalty: 4867.662598
	Iteration 96Q: 3 clusters Score -2148982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2148986.500000 Penalty: 4867.662598
	Iteration 97Q: 3 clusters Score -2148986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2148991.750000 Penalty: 4867.662598
	Iteration 98Q: 3 clusters Score -2148992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2148992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2148999.500000 Penalty: 4867.662598
	Iteration 100F: 3 clusters Score -2149000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2148995.750000 Penalty: 4867.662598
	Iteration 101Q: 3 clusters Score -2148996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2148999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2149001.500000 Penalty: 4867.662598
	Iteration 103Q: 3 clusters Score -2149002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2149006.750000 Penalty: 4867.662598
	Iteration 104Q: 3 clusters Score -2149007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2149009.250000 Penalty: 4867.662598
	Iteration 105Q: 3 clusters Score -2149009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2149013.750000 Penalty: 4867.662598
	Iteration 106Q: 3 clusters Score -2149014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2149013 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2149010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2149009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2149010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2149012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2149014.000000 Penalty: 4867.662598
	Iteration 112Q: 3 clusters Score -2149014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2149014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2149017.000000 Penalty: 4867.662598
	Iteration 114Q: 3 clusters Score -2149017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2149014.500000 Penalty: 4867.662598
	Iteration 115Q: 3 clusters Score -2149014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2149017.750000 Penalty: 4867.662598
	Iteration 116Q: 3 clusters Score -2149018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2149019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2149018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2149021.250000 Penalty: 4867.662598
	Iteration 119Q: 3 clusters Score -2149021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2149021.250000 Penalty: 4867.662598
	Iteration 120F: 3 clusters Score -2149021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2149019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2149016.750000 Penalty: 4867.662598
	Iteration 122Q: 3 clusters Score -2149017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2149016.750000 Penalty: 4867.662598
	Iteration 123F: 3 clusters Score -2149017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -33921.578125 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -33921.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32556.880859 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -32556.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32773.367188 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -32773.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33074.554688 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -33074.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33351.843750 Penalty: 2930.409180
	Iteration 3F: 3 clusters Score -33351.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33421.125000 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -33421.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33477.851562 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -33477.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33491.519531 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -33491.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33497.136719 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -33497.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33510.851562 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -33510.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33518.707031 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -33518.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33524.160156 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -33524.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33526.589844 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -33526.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33528.285156 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -33528.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33531.144531 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -33531.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33536.769531 Penalty: 2930.409180
	Iteration 14Q: 3 clusters Score -33536.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33553.648438 Penalty: 2930.409180
	Iteration 15Q: 3 clusters Score -33553.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33561.820312 Penalty: 2930.409180
	Iteration 16Q: 3 clusters Score -33561.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33564.234375 Penalty: 2930.409180
	Iteration 17Q: 3 clusters Score -33564.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33564.234375 Penalty: 2930.409180
	Iteration 18F: 3 clusters Score -33564.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -571336.500000 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -571336.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -566550.562500 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -566550.6 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -567801.687500 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -567801.7 nChanged 497
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: -568295.250000 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -568295.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -568682.937500 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -568682.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -568994.437500 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -568994.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -569304.062500 Penalty: 4263.709961
	Iteration 5F: 3 clusters Score -569304.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -569628.000000 Penalty: 4263.709961
	Iteration 6F: 3 clusters Score -569628 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -569870.625000 Penalty: 4263.709961
	Iteration 7Q: 3 clusters Score -569870.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -570134.312500 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -570134.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -570358.812500 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -570358.8 nChanged 183
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: -570551.687500 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -570551.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -570705.062500 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -570705.1 nChanged 125
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: -570790.687500 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -570790.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -570840.125000 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -570840.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -570868.937500 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -570868.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -570892.625000 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -570892.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -570909.437500 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -570909.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -570919.062500 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -570919.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -570924.625000 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -570924.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -570928.875000 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -570928.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -570931.562500 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -570931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -570933.000000 Penalty: 4263.709961
	Iteration 21Q: 3 clusters Score -570933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -570933.125000 Penalty: 4263.709961
	Iteration 22Q: 3 clusters Score -570933.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -570934.687500 Penalty: 4263.709961
	Iteration 23Q: 3 clusters Score -570934.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -570936.000000 Penalty: 4263.709961
	Iteration 24Q: 3 clusters Score -570936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -570937.250000 Penalty: 4263.709961
	Iteration 25Q: 3 clusters Score -570937.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -570938.312500 Penalty: 4263.709961
	Iteration 26Q: 3 clusters Score -570938.3 nChanged 5
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: -570939.875000 Penalty: 4263.709961
	Iteration 27Q: 3 clusters Score -570939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -570939.812500 Penalty: 4263.709961
	Iteration 28Q: 3 clusters Score -570939.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -570941.500000 Penalty: 4263.709961
	Iteration 29Q: 3 clusters Score -570941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -570942.187500 Penalty: 4263.709961
	Iteration 30Q: 3 clusters Score -570942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -570943.187500 Penalty: 4263.709961
	Iteration 31Q: 3 clusters Score -570943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -570943.000000 Penalty: 4263.709961
	Iteration 32Q: 3 clusters Score -570943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -570942.125000 Penalty: 4263.709961
	Iteration 33Q: 3 clusters Score -570942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -570944.250000 Penalty: 4263.709961
	Iteration 34Q: 3 clusters Score -570944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -570945.812500 Penalty: 4263.709961
	Iteration 35Q: 3 clusters Score -570945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -570945.687500 Penalty: 4263.709961
	Iteration 36Q: 3 clusters Score -570945.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -570947.312500 Penalty: 4263.709961
	Iteration 37Q: 3 clusters Score -570947.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -570949.187500 Penalty: 4263.709961
	Iteration 38Q: 3 clusters Score -570949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -570950.875000 Penalty: 4263.709961
	Iteration 39Q: 3 clusters Score -570950.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -570951.625000 Penalty: 4263.709961
	Iteration 40F: 3 clusters Score -570951.6 nChanged 5
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: -570952.375000 Penalty: 4263.709961
	Iteration 41Q: 3 clusters Score -570952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -570952.312500 Penalty: 4263.709961
	Iteration 42Q: 3 clusters Score -570952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -570953.562500 Penalty: 4263.709961
	Iteration 43Q: 3 clusters Score -570953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -570953.562500 Penalty: 4263.709961
	Iteration 44F: 3 clusters Score -570953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (131054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131054 members 
Entering Unmasked Estep 
Score: -15275063.000000 Penalty: 2922.274414
	Iteration 0F: 2 clusters Score -1.527506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 65651 members 
Entering Unmasked Estep 
Score: -15187538.000000 Penalty: 5844.548828
	Iteration 0F: 3 clusters Score -1.518754e+07 nChanged 62118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -15223494.000000 Penalty: 5844.548828
	Iteration 1F: 3 clusters Score -1.522349e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 68495 members 
Entering Unmasked Estep 
Score: -15224588.000000 Penalty: 5844.548828
	Iteration 2Q: 3 clusters Score -1.522459e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -15225767.000000 Penalty: 5844.548828
	Iteration 3Q: 3 clusters Score -1.522577e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -15227682.000000 Penalty: 5844.548828
	Iteration 4Q: 3 clusters Score -1.522768e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -15230828.000000 Penalty: 5844.548828
	Iteration 5F: 3 clusters Score -1.523083e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -15235781.000000 Penalty: 5844.548828
	Iteration 6F: 3 clusters Score -1.523578e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -15243151.000000 Penalty: 5844.548828
	Iteration 7F: 3 clusters Score -1.524315e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -15251738.000000 Penalty: 5844.548828
	Iteration 8F: 3 clusters Score -1.525174e+07 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 111774 members 
Entering Unmasked Estep 
Score: -15259473.000000 Penalty: 5844.548828
	Iteration 9F: 3 clusters Score -1.525947e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -15265120.000000 Penalty: 5844.548828
	Iteration 10Q: 3 clusters Score -1.526512e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -15268712.000000 Penalty: 5844.548828
	Iteration 11Q: 3 clusters Score -1.526871e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 123304 members 
Entering Unmasked Estep 
Score: -15270676.000000 Penalty: 5844.548828
	Iteration 12Q: 3 clusters Score -1.527068e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -15271598.000000 Penalty: 5844.548828
	Iteration 13Q: 3 clusters Score -1.52716e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 125115 members 
Entering Unmasked Estep 
Score: -15271953.000000 Penalty: 5844.548828
	Iteration 14Q: 3 clusters Score -1.527195e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -15272219.000000 Penalty: 5844.548828
	Iteration 15Q: 3 clusters Score -1.527222e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 126163 members 
Entering Unmasked Estep 
Score: -15272412.000000 Penalty: 5844.548828
	Iteration 16Q: 3 clusters Score -1.527241e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 126538 members 
Entering Unmasked Estep 
Score: -15272551.000000 Penalty: 5844.548828
	Iteration 17Q: 3 clusters Score -1.527255e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -15272651.000000 Penalty: 5844.548828
	Iteration 18Q: 3 clusters Score -1.527265e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 127072 members 
Entering Unmasked Estep 
Score: -15272713.000000 Penalty: 5844.548828
	Iteration 19Q: 3 clusters Score -1.527271e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 127263 members 
Entering Unmasked Estep 
Score: -15272786.000000 Penalty: 5844.548828
	Iteration 20F: 3 clusters Score -1.527279e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 127436 members 
Entering Unmasked Estep 
Score: -15272866.000000 Penalty: 5844.548828
	Iteration 21Q: 3 clusters Score -1.527287e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 127575 members 
Entering Unmasked Estep 
Score: -15272933.000000 Penalty: 5844.548828
	Iteration 22Q: 3 clusters Score -1.527293e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 127697 members 
Entering Unmasked Estep 
Score: -15273013.000000 Penalty: 5844.548828
	Iteration 23Q: 3 clusters Score -1.527301e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 127785 members 
Entering Unmasked Estep 
Score: -15273025.000000 Penalty: 5844.548828
	Iteration 24Q: 3 clusters Score -1.527302e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 127858 members 
Entering Unmasked Estep 
Score: -15273060.000000 Penalty: 5844.548828
	Iteration 25Q: 3 clusters Score -1.527306e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 127940 members 
Entering Unmasked Estep 
Score: -15273134.000000 Penalty: 5844.548828
	Iteration 26Q: 3 clusters Score -1.527313e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 128022 members 
Entering Unmasked Estep 
Score: -15273182.000000 Penalty: 5844.548828
	Iteration 27Q: 3 clusters Score -1.527318e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 128090 members 
Entering Unmasked Estep 
Score: -15273185.000000 Penalty: 5844.548828
	Iteration 28Q: 3 clusters Score -1.527318e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 128142 members 
Entering Unmasked Estep 
Score: -15273216.000000 Penalty: 5844.548828
	Iteration 29Q: 3 clusters Score -1.527322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 128201 members 
Entering Unmasked Estep 
Score: -15273260.000000 Penalty: 5844.548828
	Iteration 30Q: 3 clusters Score -1.527326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -15273295.000000 Penalty: 5844.548828
	Iteration 31Q: 3 clusters Score -1.52733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 128281 members 
Entering Unmasked Estep 
Score: -15273346.000000 Penalty: 5844.548828
	Iteration 32Q: 3 clusters Score -1.527335e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 128318 members 
Entering Unmasked Estep 
Score: -15273361.000000 Penalty: 5844.548828
	Iteration 33Q: 3 clusters Score -1.527336e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 128360 members 
Entering Unmasked Estep 
Score: -15273359.000000 Penalty: 5844.548828
	Iteration 34Q: 3 clusters Score -1.527336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 128387 members 
Entering Unmasked Estep 
Score: -15273387.000000 Penalty: 5844.548828
	Iteration 35Q: 3 clusters Score -1.527339e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 128416 members 
Entering Unmasked Estep 
Score: -15273404.000000 Penalty: 5844.548828
	Iteration 36Q: 3 clusters Score -1.52734e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 128442 members 
Entering Unmasked Estep 
Score: -15273402.000000 Penalty: 5844.548828
	Iteration 37Q: 3 clusters Score -1.52734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 128455 members 
Entering Unmasked Estep 
Score: -15273419.000000 Penalty: 5844.548828
	Iteration 38Q: 3 clusters Score -1.527342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 128470 members 
Entering Unmasked Estep 
Score: -15273420.000000 Penalty: 5844.548828
	Iteration 39Q: 3 clusters Score -1.527342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 128478 members 
Entering Unmasked Estep 
Score: -15273419.000000 Penalty: 5844.548828
	Iteration 40F: 3 clusters Score -1.527342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 128493 members 
Entering Unmasked Estep 
Score: -15273429.000000 Penalty: 5844.548828
	Iteration 41Q: 3 clusters Score -1.527343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 128505 members 
Entering Unmasked Estep 
Score: -15273431.000000 Penalty: 5844.548828
	Iteration 42Q: 3 clusters Score -1.527343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 128507 members 
Entering Unmasked Estep 
Score: -15273424.000000 Penalty: 5844.548828
	Iteration 43Q: 3 clusters Score -1.527342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 128507 members 
Entering Unmasked Estep 
Score: -15273434.000000 Penalty: 5844.548828
	Iteration 44Q: 3 clusters Score -1.527343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 128506 members 
Entering Unmasked Estep 
Score: -15273436.000000 Penalty: 5844.548828
	Iteration 45Q: 3 clusters Score -1.527344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 128511 members 
Entering Unmasked Estep 
Score: -15273444.000000 Penalty: 5844.548828
	Iteration 46Q: 3 clusters Score -1.527344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 128522 members 
Entering Unmasked Estep 
Score: -15273447.000000 Penalty: 5844.548828
	Iteration 47Q: 3 clusters Score -1.527345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 128529 members 
Entering Unmasked Estep 
Score: -15273448.000000 Penalty: 5844.548828
	Iteration 48Q: 3 clusters Score -1.527345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 128538 members 
Entering Unmasked Estep 
Score: -15273452.000000 Penalty: 5844.548828
	Iteration 49Q: 3 clusters Score -1.527345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 128544 members 
Entering Unmasked Estep 
Score: -15273449.000000 Penalty: 5844.548828
	Iteration 50Q: 3 clusters Score -1.527345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 128547 members 
Entering Unmasked Estep 
Score: -15273448.000000 Penalty: 5844.548828
	Iteration 51Q: 3 clusters Score -1.527345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 128548 members 
Entering Unmasked Estep 
Score: -15273449.000000 Penalty: 5844.548828
	Iteration 52Q: 3 clusters Score -1.527345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 128551 members 
Entering Unmasked Estep 
Score: -15273445.000000 Penalty: 5844.548828
	Iteration 53Q: 3 clusters Score -1.527344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -15273432.000000 Penalty: 5844.548828
	Iteration 54Q: 3 clusters Score -1.527343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 128554 members 
Entering Unmasked Estep 
Score: -15273437.000000 Penalty: 5844.548828
	Iteration 55Q: 3 clusters Score -1.527344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 128555 members 
Entering Unmasked Estep 
Score: -15273444.000000 Penalty: 5844.548828
	Iteration 56Q: 3 clusters Score -1.527344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 128554 members 
Entering Unmasked Estep 
Score: -15273447.000000 Penalty: 5844.548828
	Iteration 57Q: 3 clusters Score -1.527345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -15273439.000000 Penalty: 5844.548828
	Iteration 58Q: 3 clusters Score -1.527344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 128553 members 
Entering Unmasked Estep 
Score: -15273439.000000 Penalty: 5844.548828
	Iteration 59F: 3 clusters Score -1.527344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Entering Unmasked Estep 
Score: -1720210.375000 Penalty: 2390.908203
	Iteration 0F: 2 clusters Score -1720210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1709102.625000 Penalty: 4781.816406
	Iteration 0F: 3 clusters Score -1709103 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1712733.125000 Penalty: 4781.816406
	Iteration 1F: 3 clusters Score -1712733 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1713100.125000 Penalty: 4781.816406
	Iteration 2F: 3 clusters Score -1713100 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1713353.625000 Penalty: 4781.816406
	Iteration 3Q: 3 clusters Score -1713354 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1713570.250000 Penalty: 4781.816406
	Iteration 4Q: 3 clusters Score -1713570 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1713730.250000 Penalty: 4781.816406
	Iteration 5Q: 3 clusters Score -1713730 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1713886.000000 Penalty: 4781.816406
	Iteration 6Q: 3 clusters Score -1713886 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1714026.500000 Penalty: 4781.816406
	Iteration 7Q: 3 clusters Score -1714026 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1714169.750000 Penalty: 4781.816406
	Iteration 8Q: 3 clusters Score -1714170 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1714347.875000 Penalty: 4781.816406
	Iteration 9Q: 3 clusters Score -1714348 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1714556.750000 Penalty: 4781.816406
	Iteration 10Q: 3 clusters Score -1714557 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1714791.625000 Penalty: 4781.816406
	Iteration 11Q: 3 clusters Score -1714792 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1715102.250000 Penalty: 4781.816406
	Iteration 12Q: 3 clusters Score -1715102 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1715446.875000 Penalty: 4781.816406
	Iteration 13Q: 3 clusters Score -1715447 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1715847.875000 Penalty: 4781.816406
	Iteration 14Q: 3 clusters Score -1715848 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1716242.500000 Penalty: 4781.816406
	Iteration 15Q: 3 clusters Score -1716242 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1716627.625000 Penalty: 4781.816406
	Iteration 16Q: 3 clusters Score -1716628 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1716927.500000 Penalty: 4781.816406
	Iteration 17Q: 3 clusters Score -1716928 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1717160.875000 Penalty: 4781.816406
	Iteration 18Q: 3 clusters Score -1717161 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1717336.750000 Penalty: 4781.816406
	Iteration 19Q: 3 clusters Score -1717337 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1717457.500000 Penalty: 4781.816406
	Iteration 20F: 3 clusters Score -1717458 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1717550.500000 Penalty: 4781.816406
	Iteration 21Q: 3 clusters Score -1717550 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1717607.875000 Penalty: 4781.816406
	Iteration 22Q: 3 clusters Score -1717608 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1717632.375000 Penalty: 4781.816406
	Iteration 23Q: 3 clusters Score -1717632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1717655.625000 Penalty: 4781.816406
	Iteration 24Q: 3 clusters Score -1717656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1717671.500000 Penalty: 4781.816406
	Iteration 25Q: 3 clusters Score -1717672 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1717689.125000 Penalty: 4781.816406
	Iteration 26Q: 3 clusters Score -1717689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1717705.500000 Penalty: 4781.816406
	Iteration 27Q: 3 clusters Score -1717706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1717715.875000 Penalty: 4781.816406
	Iteration 28Q: 3 clusters Score -1717716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1717732.375000 Penalty: 4781.816406
	Iteration 29Q: 3 clusters Score -1717732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1717738.000000 Penalty: 4781.816406
	Iteration 30Q: 3 clusters Score -1717738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1717746.125000 Penalty: 4781.816406
	Iteration 31Q: 3 clusters Score -1717746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1717757.750000 Penalty: 4781.816406
	Iteration 32Q: 3 clusters Score -1717758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1717779.500000 Penalty: 4781.816406
	Iteration 33Q: 3 clusters Score -1717780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1717792.250000 Penalty: 4781.816406
	Iteration 34Q: 3 clusters Score -1717792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1717806.000000 Penalty: 4781.816406
	Iteration 35Q: 3 clusters Score -1717806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1717821.000000 Penalty: 4781.816406
	Iteration 36Q: 3 clusters Score -1717821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1717840.500000 Penalty: 4781.816406
	Iteration 37Q: 3 clusters Score -1717840 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1717858.500000 Penalty: 4781.816406
	Iteration 38Q: 3 clusters Score -1717858 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1717893.125000 Penalty: 4781.816406
	Iteration 39Q: 3 clusters Score -1717893 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1717934.875000 Penalty: 4781.816406
	Iteration 40F: 3 clusters Score -1717935 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1717986.750000 Penalty: 4781.816406
	Iteration 41Q: 3 clusters Score -1717987 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1718068.125000 Penalty: 4781.816406
	Iteration 42Q: 3 clusters Score -1718068 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1718126.250000 Penalty: 4781.816406
	Iteration 43Q: 3 clusters Score -1718126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1718209.000000 Penalty: 4781.816406
	Iteration 44Q: 3 clusters Score -1718209 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1718288.875000 Penalty: 4781.816406
	Iteration 45Q: 3 clusters Score -1718289 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1718393.625000 Penalty: 4781.816406
	Iteration 46Q: 3 clusters Score -1718394 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1718507.250000 Penalty: 4781.816406
	Iteration 47Q: 3 clusters Score -1718507 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1718662.000000 Penalty: 4781.816406
	Iteration 48Q: 3 clusters Score -1718662 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1718933.375000 Penalty: 4781.816406
	Iteration 49Q: 3 clusters Score -1718933 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1719270.875000 Penalty: 4781.816406
	Iteration 50Q: 3 clusters Score -1719271 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1719572.500000 Penalty: 4781.816406
	Iteration 51Q: 3 clusters Score -1719572 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1719788.625000 Penalty: 4781.816406
	Iteration 52Q: 3 clusters Score -1719789 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1719895.750000 Penalty: 4781.816406
	Iteration 53Q: 3 clusters Score -1719896 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1719939.250000 Penalty: 4781.816406
	Iteration 54Q: 3 clusters Score -1719939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1719963.250000 Penalty: 4781.816406
	Iteration 55Q: 3 clusters Score -1719963 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1719965.500000 Penalty: 4781.816406
	Iteration 56Q: 3 clusters Score -1719966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1719980.250000 Penalty: 4781.816406
	Iteration 57Q: 3 clusters Score -1719980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1719984.250000 Penalty: 4781.816406
	Iteration 58Q: 3 clusters Score -1719984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1719988.375000 Penalty: 4781.816406
	Iteration 59Q: 3 clusters Score -1719988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1720027.000000 Penalty: 4781.816406
	Iteration 60F: 3 clusters Score -1720027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1720033.000000 Penalty: 4781.816406
	Iteration 61Q: 3 clusters Score -1720033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1720039.750000 Penalty: 4781.816406
	Iteration 62Q: 3 clusters Score -1720040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1720042.625000 Penalty: 4781.816406
	Iteration 63Q: 3 clusters Score -1720043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1720044.375000 Penalty: 4781.816406
	Iteration 64Q: 3 clusters Score -1720044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1720046.500000 Penalty: 4781.816406
	Iteration 65Q: 3 clusters Score -1720046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1720047.125000 Penalty: 4781.816406
	Iteration 66Q: 3 clusters Score -1720047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1720043.750000 Penalty: 4781.816406
	Iteration 67Q: 3 clusters Score -1720044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1720046.000000 Penalty: 4781.816406
	Iteration 68Q: 3 clusters Score -1720046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1720043.250000 Penalty: 4781.816406
	Iteration 69Q: 3 clusters Score -1720043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1720046.000000 Penalty: 4781.816406
	Iteration 70Q: 3 clusters Score -1720046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1720046.750000 Penalty: 4781.816406
	Iteration 71Q: 3 clusters Score -1720047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1720047.250000 Penalty: 4781.816406
	Iteration 72Q: 3 clusters Score -1720047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1720047.250000 Penalty: 4781.816406
	Iteration 73F: 3 clusters Score -1720047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Entering Unmasked Estep 
Score: -2623425.250000 Penalty: 2489.320312
	Iteration 0F: 2 clusters Score -2623425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2607528.500000 Penalty: 4978.640625
	Iteration 0F: 3 clusters Score -2607528 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2613059.250000 Penalty: 4978.640625
	Iteration 1F: 3 clusters Score -2613059 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2613495.250000 Penalty: 4978.640625
	Iteration 2F: 3 clusters Score -2613495 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2613869.500000 Penalty: 4978.640625
	Iteration 3Q: 3 clusters Score -2613870 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2614168.250000 Penalty: 4978.640625
	Iteration 4Q: 3 clusters Score -2614168 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2614509.250000 Penalty: 4978.640625
	Iteration 5Q: 3 clusters Score -2614509 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2614887.000000 Penalty: 4978.640625
	Iteration 6Q: 3 clusters Score -2614887 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2615280.000000 Penalty: 4978.640625
	Iteration 7Q: 3 clusters Score -2615280 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2615765.250000 Penalty: 4978.640625
	Iteration 8Q: 3 clusters Score -2615765 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2616293.750000 Penalty: 4978.640625
	Iteration 9Q: 3 clusters Score -2616294 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2616887.000000 Penalty: 4978.640625
	Iteration 10Q: 3 clusters Score -2616887 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2617570.250000 Penalty: 4978.640625
	Iteration 11Q: 3 clusters Score -2617570 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2618277.000000 Penalty: 4978.640625
	Iteration 12Q: 3 clusters Score -2618277 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2618904.250000 Penalty: 4978.640625
	Iteration 13Q: 3 clusters Score -2618904 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2619362.750000 Penalty: 4978.640625
	Iteration 14Q: 3 clusters Score -2619363 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2619659.750000 Penalty: 4978.640625
	Iteration 15Q: 3 clusters Score -2619660 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2619905.750000 Penalty: 4978.640625
	Iteration 16Q: 3 clusters Score -2619906 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -2620101.500000 Penalty: 4978.640625
	Iteration 17Q: 3 clusters Score -2620102 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2620286.750000 Penalty: 4978.640625
	Iteration 18Q: 3 clusters Score -2620287 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2620439.250000 Penalty: 4978.640625
	Iteration 19Q: 3 clusters Score -2620439 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2620582.500000 Penalty: 4978.640625
	Iteration 20F: 3 clusters Score -2620582 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2620693.500000 Penalty: 4978.640625
	Iteration 21Q: 3 clusters Score -2620694 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2620790.000000 Penalty: 4978.640625
	Iteration 22Q: 3 clusters Score -2620790 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2620844.500000 Penalty: 4978.640625
	Iteration 23Q: 3 clusters Score -2620844 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2620903.250000 Penalty: 4978.640625
	Iteration 24Q: 3 clusters Score -2620903 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2620953.000000 Penalty: 4978.640625
	Iteration 25Q: 3 clusters Score -2620953 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2620990.250000 Penalty: 4978.640625
	Iteration 26Q: 3 clusters Score -2620990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2621015.250000 Penalty: 4978.640625
	Iteration 27Q: 3 clusters Score -2621015 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2621049.000000 Penalty: 4978.640625
	Iteration 28Q: 3 clusters Score -2621049 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2621086.500000 Penalty: 4978.640625
	Iteration 29Q: 3 clusters Score -2621086 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2621126.750000 Penalty: 4978.640625
	Iteration 30Q: 3 clusters Score -2621127 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2621159.000000 Penalty: 4978.640625
	Iteration 31Q: 3 clusters Score -2621159 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2621176.500000 Penalty: 4978.640625
	Iteration 32Q: 3 clusters Score -2621176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2621207.500000 Penalty: 4978.640625
	Iteration 33Q: 3 clusters Score -2621208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2621232.500000 Penalty: 4978.640625
	Iteration 34Q: 3 clusters Score -2621232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2621255.000000 Penalty: 4978.640625
	Iteration 35Q: 3 clusters Score -2621255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2621285.750000 Penalty: 4978.640625
	Iteration 36Q: 3 clusters Score -2621286 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2621298.250000 Penalty: 4978.640625
	Iteration 37Q: 3 clusters Score -2621298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2621313.000000 Penalty: 4978.640625
	Iteration 38Q: 3 clusters Score -2621313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2621323.000000 Penalty: 4978.640625
	Iteration 39Q: 3 clusters Score -2621323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2621340.750000 Penalty: 4978.640625
	Iteration 40F: 3 clusters Score -2621341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2621352.000000 Penalty: 4978.640625
	Iteration 41Q: 3 clusters Score -2621352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2621362.250000 Penalty: 4978.640625
	Iteration 42Q: 3 clusters Score -2621362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2621376.750000 Penalty: 4978.640625
	Iteration 43Q: 3 clusters Score -2621377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2621387.500000 Penalty: 4978.640625
	Iteration 44Q: 3 clusters Score -2621388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2621395.500000 Penalty: 4978.640625
	Iteration 45Q: 3 clusters Score -2621396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2621407.250000 Penalty: 4978.640625
	Iteration 46Q: 3 clusters Score -2621407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2621406.500000 Penalty: 4978.640625
	Iteration 47Q: 3 clusters Score -2621406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2621410.250000 Penalty: 4978.640625
	Iteration 48Q: 3 clusters Score -2621410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2621420.250000 Penalty: 4978.640625
	Iteration 49Q: 3 clusters Score -2621420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2621423.750000 Penalty: 4978.640625
	Iteration 50Q: 3 clusters Score -2621424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2621427.500000 Penalty: 4978.640625
	Iteration 51Q: 3 clusters Score -2621428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2621438.500000 Penalty: 4978.640625
	Iteration 52Q: 3 clusters Score -2621438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2621439.750000 Penalty: 4978.640625
	Iteration 53Q: 3 clusters Score -2621440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2621446.250000 Penalty: 4978.640625
	Iteration 54Q: 3 clusters Score -2621446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2621448.750000 Penalty: 4978.640625
	Iteration 55Q: 3 clusters Score -2621449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2621455.500000 Penalty: 4978.640625
	Iteration 56Q: 3 clusters Score -2621456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2621453.250000 Penalty: 4978.640625
	Iteration 57Q: 3 clusters Score -2621453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2621462.750000 Penalty: 4978.640625
	Iteration 58Q: 3 clusters Score -2621463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2621467.250000 Penalty: 4978.640625
	Iteration 59Q: 3 clusters Score -2621467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2621470.000000 Penalty: 4978.640625
	Iteration 60F: 3 clusters Score -2621470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2621476.750000 Penalty: 4978.640625
	Iteration 61Q: 3 clusters Score -2621477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2621476.000000 Penalty: 4978.640625
	Iteration 62Q: 3 clusters Score -2621476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2621478.500000 Penalty: 4978.640625
	Iteration 63Q: 3 clusters Score -2621478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2621480.250000 Penalty: 4978.640625
	Iteration 64Q: 3 clusters Score -2621480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2621482.250000 Penalty: 4978.640625
	Iteration 65Q: 3 clusters Score -2621482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2621484.500000 Penalty: 4978.640625
	Iteration 66Q: 3 clusters Score -2621484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2621486.250000 Penalty: 4978.640625
	Iteration 67Q: 3 clusters Score -2621486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2621484.500000 Penalty: 4978.640625
	Iteration 68Q: 3 clusters Score -2621484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2621484.750000 Penalty: 4978.640625
	Iteration 69Q: 3 clusters Score -2621485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2621484.750000 Penalty: 4978.640625
	Iteration 70Q: 3 clusters Score -2621485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2621482.250000 Penalty: 4978.640625
	Iteration 71Q: 3 clusters Score -2621482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2621483.750000 Penalty: 4978.640625
	Iteration 72Q: 3 clusters Score -2621484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2621483.750000 Penalty: 4978.640625
	Iteration 73F: 3 clusters Score -2621484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Entering Unmasked Estep 
Score: -179440.375000 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -179440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -177031.234375 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -177031.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -177467.468750 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -177467.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -177592.843750 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -177592.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -177664.562500 Penalty: 3684.158447
	Iteration 3Q: 3 clusters Score -177664.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -177707.562500 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -177707.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -177733.125000 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -177733.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -177753.687500 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -177753.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -177769.859375 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -177769.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177784.593750 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -177784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -177790.765625 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -177790.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -177797.375000 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -177797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -177806.750000 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -177806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -177812.203125 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -177812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -177815.296875 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -177815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -177816.171875 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -177816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -177818.046875 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -177818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -177820.984375 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -177821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -177823.140625 Penalty: 3684.158447
	Iteration 17Q: 3 clusters Score -177823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -177825.734375 Penalty: 3684.158447
	Iteration 18Q: 3 clusters Score -177825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -177828.937500 Penalty: 3684.158447
	Iteration 19Q: 3 clusters Score -177828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -177832.312500 Penalty: 3684.158447
	Iteration 20F: 3 clusters Score -177832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -177836.562500 Penalty: 3684.158447
	Iteration 21Q: 3 clusters Score -177836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -177838.328125 Penalty: 3684.158447
	Iteration 22Q: 3 clusters Score -177838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -177846.218750 Penalty: 3684.158447
	Iteration 23Q: 3 clusters Score -177846.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -177855.468750 Penalty: 3684.158447
	Iteration 24Q: 3 clusters Score -177855.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -177860.609375 Penalty: 3684.158447
	Iteration 25Q: 3 clusters Score -177860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -177861.781250 Penalty: 3684.158447
	Iteration 26Q: 3 clusters Score -177861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -177862.484375 Penalty: 3684.158447
	Iteration 27Q: 3 clusters Score -177862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -177863.000000 Penalty: 3684.158447
	Iteration 28Q: 3 clusters Score -177863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -177863.000000 Penalty: 3684.158447
	Iteration 29F: 3 clusters Score -177863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Entering Unmasked Estep 
Score: -1098086.875000 Penalty: 2281.521729
	Iteration 0F: 2 clusters Score -1098087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1090493.500000 Penalty: 4563.043457
	Iteration 0F: 3 clusters Score -1090494 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1092733.875000 Penalty: 4563.043457
	Iteration 1F: 3 clusters Score -1092734 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1093143.000000 Penalty: 4563.043457
	Iteration 2F: 3 clusters Score -1093143 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1093530.625000 Penalty: 4563.043457
	Iteration 3F: 3 clusters Score -1093531 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1093873.625000 Penalty: 4563.043457
	Iteration 4F: 3 clusters Score -1093874 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1094178.750000 Penalty: 4563.043457
	Iteration 5Q: 3 clusters Score -1094179 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1094452.750000 Penalty: 4563.043457
	Iteration 6Q: 3 clusters Score -1094453 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1094717.625000 Penalty: 4563.043457
	Iteration 7Q: 3 clusters Score -1094718 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1094940.625000 Penalty: 4563.043457
	Iteration 8Q: 3 clusters Score -1094941 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1095138.000000 Penalty: 4563.043457
	Iteration 9Q: 3 clusters Score -1095138 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1095321.875000 Penalty: 4563.043457
	Iteration 10Q: 3 clusters Score -1095322 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1095485.000000 Penalty: 4563.043457
	Iteration 11Q: 3 clusters Score -1095485 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1095650.250000 Penalty: 4563.043457
	Iteration 12Q: 3 clusters Score -1095650 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1095781.250000 Penalty: 4563.043457
	Iteration 13Q: 3 clusters Score -1095781 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1095889.625000 Penalty: 4563.043457
	Iteration 14Q: 3 clusters Score -1095890 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1095975.125000 Penalty: 4563.043457
	Iteration 15Q: 3 clusters Score -1095975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1096051.125000 Penalty: 4563.043457
	Iteration 16Q: 3 clusters Score -1096051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1096102.625000 Penalty: 4563.043457
	Iteration 17Q: 3 clusters Score -1096103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1096135.125000 Penalty: 4563.043457
	Iteration 18Q: 3 clusters Score -1096135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1096162.875000 Penalty: 4563.043457
	Iteration 19Q: 3 clusters Score -1096163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1096177.000000 Penalty: 4563.043457
	Iteration 20F: 3 clusters Score -1096177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1096194.750000 Penalty: 4563.043457
	Iteration 21Q: 3 clusters Score -1096195 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1096215.125000 Penalty: 4563.043457
	Iteration 22Q: 3 clusters Score -1096215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1096232.500000 Penalty: 4563.043457
	Iteration 23Q: 3 clusters Score -1096232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1096253.375000 Penalty: 4563.043457
	Iteration 24Q: 3 clusters Score -1096253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1096273.250000 Penalty: 4563.043457
	Iteration 25Q: 3 clusters Score -1096273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1096294.500000 Penalty: 4563.043457
	Iteration 26Q: 3 clusters Score -1096294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1096323.875000 Penalty: 4563.043457
	Iteration 27Q: 3 clusters Score -1096324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1096369.875000 Penalty: 4563.043457
	Iteration 28Q: 3 clusters Score -1096370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1096434.125000 Penalty: 4563.043457
	Iteration 29Q: 3 clusters Score -1096434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1096486.125000 Penalty: 4563.043457
	Iteration 30Q: 3 clusters Score -1096486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1096516.750000 Penalty: 4563.043457
	Iteration 31Q: 3 clusters Score -1096517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1096535.250000 Penalty: 4563.043457
	Iteration 32Q: 3 clusters Score -1096535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1096552.250000 Penalty: 4563.043457
	Iteration 33Q: 3 clusters Score -1096552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1096565.250000 Penalty: 4563.043457
	Iteration 34Q: 3 clusters Score -1096565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1096580.375000 Penalty: 4563.043457
	Iteration 35Q: 3 clusters Score -1096580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1096588.000000 Penalty: 4563.043457
	Iteration 36Q: 3 clusters Score -1096588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1096594.000000 Penalty: 4563.043457
	Iteration 37Q: 3 clusters Score -1096594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1096602.750000 Penalty: 4563.043457
	Iteration 38Q: 3 clusters Score -1096603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1096606.250000 Penalty: 4563.043457
	Iteration 39Q: 3 clusters Score -1096606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1096610.375000 Penalty: 4563.043457
	Iteration 40F: 3 clusters Score -1096610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1096609.750000 Penalty: 4563.043457
	Iteration 41Q: 3 clusters Score -1096610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1096611.375000 Penalty: 4563.043457
	Iteration 42Q: 3 clusters Score -1096611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1096616.000000 Penalty: 4563.043457
	Iteration 43Q: 3 clusters Score -1096616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1096614.750000 Penalty: 4563.043457
	Iteration 44Q: 3 clusters Score -1096615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1096614.750000 Penalty: 4563.043457
	Iteration 45F: 3 clusters Score -1096615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Entering Unmasked Estep 
Score: -1120556.625000 Penalty: 2301.938477
	Iteration 0F: 2 clusters Score -1120557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1112367.375000 Penalty: 4603.876953
	Iteration 0F: 3 clusters Score -1112367 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1114941.000000 Penalty: 4603.876953
	Iteration 1F: 3 clusters Score -1114941 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1115451.500000 Penalty: 4603.876953
	Iteration 2F: 3 clusters Score -1115452 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1115913.625000 Penalty: 4603.876953
	Iteration 3F: 3 clusters Score -1115914 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1116361.625000 Penalty: 4603.876953
	Iteration 4F: 3 clusters Score -1116362 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1116839.125000 Penalty: 4603.876953
	Iteration 5F: 3 clusters Score -1116839 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1117291.875000 Penalty: 4603.876953
	Iteration 6F: 3 clusters Score -1117292 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1117721.500000 Penalty: 4603.876953
	Iteration 7F: 3 clusters Score -1117722 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1118114.625000 Penalty: 4603.876953
	Iteration 8Q: 3 clusters Score -1118115 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1118437.125000 Penalty: 4603.876953
	Iteration 9Q: 3 clusters Score -1118437 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1118735.000000 Penalty: 4603.876953
	Iteration 10Q: 3 clusters Score -1118735 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1118969.500000 Penalty: 4603.876953
	Iteration 11Q: 3 clusters Score -1118970 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1119123.500000 Penalty: 4603.876953
	Iteration 12Q: 3 clusters Score -1119124 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1119228.625000 Penalty: 4603.876953
	Iteration 13Q: 3 clusters Score -1119229 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1119284.375000 Penalty: 4603.876953
	Iteration 14Q: 3 clusters Score -1119284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1119312.250000 Penalty: 4603.876953
	Iteration 15Q: 3 clusters Score -1119312 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1119328.375000 Penalty: 4603.876953
	Iteration 16Q: 3 clusters Score -1119328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1119342.625000 Penalty: 4603.876953
	Iteration 17Q: 3 clusters Score -1119343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1119354.250000 Penalty: 4603.876953
	Iteration 18Q: 3 clusters Score -1119354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1119365.000000 Penalty: 4603.876953
	Iteration 19Q: 3 clusters Score -1119365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1119372.625000 Penalty: 4603.876953
	Iteration 20F: 3 clusters Score -1119373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1119384.500000 Penalty: 4603.876953
	Iteration 21Q: 3 clusters Score -1119384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1119389.250000 Penalty: 4603.876953
	Iteration 22Q: 3 clusters Score -1119389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1119396.375000 Penalty: 4603.876953
	Iteration 23Q: 3 clusters Score -1119396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1119398.875000 Penalty: 4603.876953
	Iteration 24Q: 3 clusters Score -1119399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1119411.750000 Penalty: 4603.876953
	Iteration 25Q: 3 clusters Score -1119412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1119412.625000 Penalty: 4603.876953
	Iteration 26Q: 3 clusters Score -1119413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1119418.625000 Penalty: 4603.876953
	Iteration 27Q: 3 clusters Score -1119419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1119420.625000 Penalty: 4603.876953
	Iteration 28Q: 3 clusters Score -1119421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1119425.625000 Penalty: 4603.876953
	Iteration 29Q: 3 clusters Score -1119426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1119432.875000 Penalty: 4603.876953
	Iteration 30Q: 3 clusters Score -1119433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1119437.625000 Penalty: 4603.876953
	Iteration 31Q: 3 clusters Score -1119438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1119441.250000 Penalty: 4603.876953
	Iteration 32Q: 3 clusters Score -1119441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1119447.125000 Penalty: 4603.876953
	Iteration 33Q: 3 clusters Score -1119447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1119456.500000 Penalty: 4603.876953
	Iteration 34Q: 3 clusters Score -1119456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1119468.875000 Penalty: 4603.876953
	Iteration 35Q: 3 clusters Score -1119469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1119484.125000 Penalty: 4603.876953
	Iteration 36Q: 3 clusters Score -1119484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1119499.875000 Penalty: 4603.876953
	Iteration 37Q: 3 clusters Score -1119500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1119515.125000 Penalty: 4603.876953
	Iteration 38Q: 3 clusters Score -1119515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1119531.500000 Penalty: 4603.876953
	Iteration 39Q: 3 clusters Score -1119532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1119540.375000 Penalty: 4603.876953
	Iteration 40F: 3 clusters Score -1119540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1119547.500000 Penalty: 4603.876953
	Iteration 41Q: 3 clusters Score -1119548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1119554.625000 Penalty: 4603.876953
	Iteration 42Q: 3 clusters Score -1119555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1119561.000000 Penalty: 4603.876953
	Iteration 43Q: 3 clusters Score -1119561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1119564.750000 Penalty: 4603.876953
	Iteration 44Q: 3 clusters Score -1119565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1119565.750000 Penalty: 4603.876953
	Iteration 45Q: 3 clusters Score -1119566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1119567.250000 Penalty: 4603.876953
	Iteration 46Q: 3 clusters Score -1119567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1119567.625000 Penalty: 4603.876953
	Iteration 47Q: 3 clusters Score -1119568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1119569.125000 Penalty: 4603.876953
	Iteration 48Q: 3 clusters Score -1119569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1119571.250000 Penalty: 4603.876953
	Iteration 49Q: 3 clusters Score -1119571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1119573.750000 Penalty: 4603.876953
	Iteration 50Q: 3 clusters Score -1119574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1119572.500000 Penalty: 4603.876953
	Iteration 51Q: 3 clusters Score -1119572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1119572.500000 Penalty: 4603.876953
	Iteration 52F: 3 clusters Score -1119572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Entering Unmasked Estep 
Score: -1284209.875000 Penalty: 2318.933350
	Iteration 0F: 2 clusters Score -1284210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1275504.625000 Penalty: 4637.866699
	Iteration 0F: 3 clusters Score -1275505 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1278115.750000 Penalty: 4637.866699
	Iteration 1F: 3 clusters Score -1278116 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1278458.750000 Penalty: 4637.866699
	Iteration 2F: 3 clusters Score -1278459 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1278751.500000 Penalty: 4637.866699
	Iteration 3F: 3 clusters Score -1278752 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1279019.375000 Penalty: 4637.866699
	Iteration 4Q: 3 clusters Score -1279019 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1279285.000000 Penalty: 4637.866699
	Iteration 5Q: 3 clusters Score -1279285 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1279541.625000 Penalty: 4637.866699
	Iteration 6Q: 3 clusters Score -1279542 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1279812.875000 Penalty: 4637.866699
	Iteration 7Q: 3 clusters Score -1279813 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1280088.250000 Penalty: 4637.866699
	Iteration 8Q: 3 clusters Score -1280088 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1280381.500000 Penalty: 4637.866699
	Iteration 9Q: 3 clusters Score -1280382 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1280675.375000 Penalty: 4637.866699
	Iteration 10Q: 3 clusters Score -1280675 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1280936.625000 Penalty: 4637.866699
	Iteration 11Q: 3 clusters Score -1280937 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1281172.750000 Penalty: 4637.866699
	Iteration 12Q: 3 clusters Score -1281173 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1281404.625000 Penalty: 4637.866699
	Iteration 13Q: 3 clusters Score -1281405 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1281629.875000 Penalty: 4637.866699
	Iteration 14Q: 3 clusters Score -1281630 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1281807.875000 Penalty: 4637.866699
	Iteration 15Q: 3 clusters Score -1281808 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1281955.500000 Penalty: 4637.866699
	Iteration 16Q: 3 clusters Score -1281956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1282123.375000 Penalty: 4637.866699
	Iteration 17Q: 3 clusters Score -1282123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1282278.250000 Penalty: 4637.866699
	Iteration 18Q: 3 clusters Score -1282278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1282394.750000 Penalty: 4637.866699
	Iteration 19Q: 3 clusters Score -1282395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1282454.000000 Penalty: 4637.866699
	Iteration 20F: 3 clusters Score -1282454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1282493.250000 Penalty: 4637.866699
	Iteration 21Q: 3 clusters Score -1282493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1282516.875000 Penalty: 4637.866699
	Iteration 22Q: 3 clusters Score -1282517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1282528.625000 Penalty: 4637.866699
	Iteration 23Q: 3 clusters Score -1282529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1282535.000000 Penalty: 4637.866699
	Iteration 24Q: 3 clusters Score -1282535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1282534.000000 Penalty: 4637.866699
	Iteration 25Q: 3 clusters Score -1282534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1282536.750000 Penalty: 4637.866699
	Iteration 26Q: 3 clusters Score -1282537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1282538.000000 Penalty: 4637.866699
	Iteration 27Q: 3 clusters Score -1282538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1282538.000000 Penalty: 4637.866699
	Iteration 28F: 3 clusters Score -1282538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Entering Unmasked Estep 
Score: -11812902.000000 Penalty: 2854.636963
	Iteration 0F: 2 clusters Score -1.18129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -11746328.000000 Penalty: 5709.273926
	Iteration 0F: 3 clusters Score -1.174633e+07 nChanged 47059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -11773780.000000 Penalty: 5709.273926
	Iteration 1F: 3 clusters Score -1.177378e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11774949.000000 Penalty: 5709.273926
	Iteration 2Q: 3 clusters Score -1.177495e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -11776826.000000 Penalty: 5709.273926
	Iteration 3Q: 3 clusters Score -1.177683e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -11779650.000000 Penalty: 5709.273926
	Iteration 4F: 3 clusters Score -1.177965e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -11783698.000000 Penalty: 5709.273926
	Iteration 5F: 3 clusters Score -1.17837e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -11788862.000000 Penalty: 5709.273926
	Iteration 6F: 3 clusters Score -1.178886e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -11794495.000000 Penalty: 5709.273926
	Iteration 7F: 3 clusters Score -1.17945e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -11799577.000000 Penalty: 5709.273926
	Iteration 8F: 3 clusters Score -1.179958e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -11803782.000000 Penalty: 5709.273926
	Iteration 9Q: 3 clusters Score -1.180378e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -11806642.000000 Penalty: 5709.273926
	Iteration 10Q: 3 clusters Score -1.180664e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -11808454.000000 Penalty: 5709.273926
	Iteration 11Q: 3 clusters Score -1.180845e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -11809481.000000 Penalty: 5709.273926
	Iteration 12Q: 3 clusters Score -1.180948e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -11809977.000000 Penalty: 5709.273926
	Iteration 13Q: 3 clusters Score -1.180998e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98022 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11810232.000000 Penalty: 5709.273926
	Iteration 14Q: 3 clusters Score -1.181023e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11810400.000000 Penalty: 5709.273926
	Iteration 15Q: 3 clusters Score -1.18104e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11810496.000000 Penalty: 5709.273926
	Iteration 16Q: 3 clusters Score -1.18105e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98577 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11810551.000000 Penalty: 5709.273926
	Iteration 17Q: 3 clusters Score -1.181055e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11810598.000000 Penalty: 5709.273926
	Iteration 18Q: 3 clusters Score -1.18106e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98689 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11810605.000000 Penalty: 5709.273926
	Iteration 19Q: 3 clusters Score -1.18106e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11810635.000000 Penalty: 5709.273926
	Iteration 20F: 3 clusters Score -1.181064e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -11810636.000000 Penalty: 5709.273926
	Iteration 21Q: 3 clusters Score -1.181064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11810659.000000 Penalty: 5709.273926
	Iteration 22Q: 3 clusters Score -1.181066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98792 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11810663.000000 Penalty: 5709.273926
	Iteration 23Q: 3 clusters Score -1.181066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11810683.000000 Penalty: 5709.273926
	Iteration 24Q: 3 clusters Score -1.181068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98821 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11810683.000000 Penalty: 5709.273926
	Iteration 25Q: 3 clusters Score -1.181068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11810696.000000 Penalty: 5709.273926
	Iteration 26Q: 3 clusters Score -1.18107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11810697.000000 Penalty: 5709.273926
	Iteration 27Q: 3 clusters Score -1.18107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98851 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11810705.000000 Penalty: 5709.273926
	Iteration 28Q: 3 clusters Score -1.18107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11810709.000000 Penalty: 5709.273926
	Iteration 29Q: 3 clusters Score -1.181071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11810719.000000 Penalty: 5709.273926
	Iteration 30Q: 3 clusters Score -1.181072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11810713.000000 Penalty: 5709.273926
	Iteration 31Q: 3 clusters Score -1.181071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98877 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11810706.000000 Penalty: 5709.273926
	Iteration 32Q: 3 clusters Score -1.181071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98884 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11810709.000000 Penalty: 5709.273926
	Iteration 33Q: 3 clusters Score -1.181071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98885 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11810714.000000 Penalty: 5709.273926
	Iteration 34Q: 3 clusters Score -1.181071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11810716.000000 Penalty: 5709.273926
	Iteration 35Q: 3 clusters Score -1.181072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11810727.000000 Penalty: 5709.273926
	Iteration 36Q: 3 clusters Score -1.181073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98898 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11810721.000000 Penalty: 5709.273926
	Iteration 37Q: 3 clusters Score -1.181072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11810727.000000 Penalty: 5709.273926
	Iteration 38Q: 3 clusters Score -1.181073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98906 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11810720.000000 Penalty: 5709.273926
	Iteration 39Q: 3 clusters Score -1.181072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11810736.000000 Penalty: 5709.273926
	Iteration 40F: 3 clusters Score -1.181074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98919 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11810735.000000 Penalty: 5709.273926
	Iteration 41Q: 3 clusters Score -1.181074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98925 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11810740.000000 Penalty: 5709.273926
	Iteration 42Q: 3 clusters Score -1.181074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11810756.000000 Penalty: 5709.273926
	Iteration 43Q: 3 clusters Score -1.181076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11810757.000000 Penalty: 5709.273926
	Iteration 44Q: 3 clusters Score -1.181076e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11810761.000000 Penalty: 5709.273926
	Iteration 45Q: 3 clusters Score -1.181076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11810751.000000 Penalty: 5709.273926
	Iteration 46Q: 3 clusters Score -1.181075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98956 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11810758.000000 Penalty: 5709.273926
	Iteration 47Q: 3 clusters Score -1.181076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11810757.000000 Penalty: 5709.273926
	Iteration 48Q: 3 clusters Score -1.181076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11810756.000000 Penalty: 5709.273926
	Iteration 49Q: 3 clusters Score -1.181076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11810759.000000 Penalty: 5709.273926
	Iteration 50Q: 3 clusters Score -1.181076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11810769.000000 Penalty: 5709.273926
	Iteration 51Q: 3 clusters Score -1.181077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98975 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11810769.000000 Penalty: 5709.273926
	Iteration 52Q: 3 clusters Score -1.181077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11810772.000000 Penalty: 5709.273926
	Iteration 53Q: 3 clusters Score -1.181077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98979 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11810772.000000 Penalty: 5709.273926
	Iteration 54Q: 3 clusters Score -1.181077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98982 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11810776.000000 Penalty: 5709.273926
	Iteration 55Q: 3 clusters Score -1.181078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11810781.000000 Penalty: 5709.273926
	Iteration 56Q: 3 clusters Score -1.181078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11810767.000000 Penalty: 5709.273926
	Iteration 57Q: 3 clusters Score -1.181077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98984 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11810767.000000 Penalty: 5709.273926
	Iteration 58F: 3 clusters Score -1.181077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -443485.781250 Penalty: 2053.867432
	Iteration 0F: 2 clusters Score -443485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -439656.406250 Penalty: 4107.734863
	Iteration 0F: 3 clusters Score -439656.4 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -440571.218750 Penalty: 4107.734863
	Iteration 1F: 3 clusters Score -440571.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -440872.156250 Penalty: 4107.734863
	Iteration 2F: 3 clusters Score -440872.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -441130.781250 Penalty: 4107.734863
	Iteration 3F: 3 clusters Score -441130.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -441357.375000 Penalty: 4107.734863
	Iteration 4F: 3 clusters Score -441357.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -441552.656250 Penalty: 4107.734863
	Iteration 5F: 3 clusters Score -441552.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -441701.718750 Penalty: 4107.734863
	Iteration 6Q: 3 clusters Score -441701.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -441835.093750 Penalty: 4107.734863
	Iteration 7Q: 3 clusters Score -441835.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -441951.406250 Penalty: 4107.734863
	Iteration 8Q: 3 clusters Score -441951.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -442039.812500 Penalty: 4107.734863
	Iteration 9Q: 3 clusters Score -442039.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -442091.906250 Penalty: 4107.734863
	Iteration 10Q: 3 clusters Score -442091.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -442129.281250 Penalty: 4107.734863
	Iteration 11Q: 3 clusters Score -442129.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442166.406250 Penalty: 4107.734863
	Iteration 12Q: 3 clusters Score -442166.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -442187.968750 Penalty: 4107.734863
	Iteration 13Q: 3 clusters Score -442188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -442208.906250 Penalty: 4107.734863
	Iteration 14Q: 3 clusters Score -442208.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -442220.218750 Penalty: 4107.734863
	Iteration 15Q: 3 clusters Score -442220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -442227.312500 Penalty: 4107.734863
	Iteration 16Q: 3 clusters Score -442227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -442234.875000 Penalty: 4107.734863
	Iteration 17Q: 3 clusters Score -442234.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -442239.406250 Penalty: 4107.734863
	Iteration 18Q: 3 clusters Score -442239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -442247.156250 Penalty: 4107.734863
	Iteration 19Q: 3 clusters Score -442247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -442251.718750 Penalty: 4107.734863
	Iteration 20F: 3 clusters Score -442251.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -442258.937500 Penalty: 4107.734863
	Iteration 21Q: 3 clusters Score -442258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -442266.187500 Penalty: 4107.734863
	Iteration 22Q: 3 clusters Score -442266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -442271.593750 Penalty: 4107.734863
	Iteration 23Q: 3 clusters Score -442271.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -442275.125000 Penalty: 4107.734863
	Iteration 24Q: 3 clusters Score -442275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -442277.031250 Penalty: 4107.734863
	Iteration 25Q: 3 clusters Score -442277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -442278.125000 Penalty: 4107.734863
	Iteration 26Q: 3 clusters Score -442278.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -442281.562500 Penalty: 4107.734863
	Iteration 27Q: 3 clusters Score -442281.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -442283.500000 Penalty: 4107.734863
	Iteration 28Q: 3 clusters Score -442283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -442286.406250 Penalty: 4107.734863
	Iteration 29Q: 3 clusters Score -442286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -442289.625000 Penalty: 4107.734863
	Iteration 30Q: 3 clusters Score -442289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -442291.812500 Penalty: 4107.734863
	Iteration 31Q: 3 clusters Score -442291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -442295.687500 Penalty: 4107.734863
	Iteration 32Q: 3 clusters Score -442295.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -442299.250000 Penalty: 4107.734863
	Iteration 33Q: 3 clusters Score -442299.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -442301.812500 Penalty: 4107.734863
	Iteration 34Q: 3 clusters Score -442301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -442305.500000 Penalty: 4107.734863
	Iteration 35Q: 3 clusters Score -442305.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -442311.062500 Penalty: 4107.734863
	Iteration 36Q: 3 clusters Score -442311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -442317.406250 Penalty: 4107.734863
	Iteration 37Q: 3 clusters Score -442317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -442324.468750 Penalty: 4107.734863
	Iteration 38Q: 3 clusters Score -442324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -442330.031250 Penalty: 4107.734863
	Iteration 39Q: 3 clusters Score -442330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -442334.750000 Penalty: 4107.734863
	Iteration 40F: 3 clusters Score -442334.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -442345.781250 Penalty: 4107.734863
	Iteration 41Q: 3 clusters Score -442345.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -442354.593750 Penalty: 4107.734863
	Iteration 42Q: 3 clusters Score -442354.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -442361.125000 Penalty: 4107.734863
	Iteration 43Q: 3 clusters Score -442361.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -442368.843750 Penalty: 4107.734863
	Iteration 44Q: 3 clusters Score -442368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -442374.718750 Penalty: 4107.734863
	Iteration 45Q: 3 clusters Score -442374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -442377.343750 Penalty: 4107.734863
	Iteration 46Q: 3 clusters Score -442377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442380.906250 Penalty: 4107.734863
	Iteration 47Q: 3 clusters Score -442380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -442382.093750 Penalty: 4107.734863
	Iteration 48Q: 3 clusters Score -442382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442383.187500 Penalty: 4107.734863
	Iteration 49Q: 3 clusters Score -442383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442384.906250 Penalty: 4107.734863
	Iteration 50Q: 3 clusters Score -442384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -442385.562500 Penalty: 4107.734863
	Iteration 51Q: 3 clusters Score -442385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -442387.125000 Penalty: 4107.734863
	Iteration 52Q: 3 clusters Score -442387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442387.031250 Penalty: 4107.734863
	Iteration 53Q: 3 clusters Score -442387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442387.187500 Penalty: 4107.734863
	Iteration 54Q: 3 clusters Score -442387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442389.781250 Penalty: 4107.734863
	Iteration 55Q: 3 clusters Score -442389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -442390.312500 Penalty: 4107.734863
	Iteration 56Q: 3 clusters Score -442390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -442391.093750 Penalty: 4107.734863
	Iteration 57Q: 3 clusters Score -442391.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -442391.625000 Penalty: 4107.734863
	Iteration 58Q: 3 clusters Score -442391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -442392.937500 Penalty: 4107.734863
	Iteration 59Q: 3 clusters Score -442392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -442394.781250 Penalty: 4107.734863
	Iteration 60F: 3 clusters Score -442394.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -442396.281250 Penalty: 4107.734863
	Iteration 61Q: 3 clusters Score -442396.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -442399.750000 Penalty: 4107.734863
	Iteration 62Q: 3 clusters Score -442399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -442403.156250 Penalty: 4107.734863
	Iteration 63Q: 3 clusters Score -442403.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -442404.531250 Penalty: 4107.734863
	Iteration 64Q: 3 clusters Score -442404.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -442404.531250 Penalty: 4107.734863
	Iteration 65F: 3 clusters Score -442404.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Entering Unmasked Estep 
Score: -1129901.875000 Penalty: 2294.415283
	Iteration 0F: 2 clusters Score -1129902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1121970.500000 Penalty: 4588.830566
	Iteration 0F: 3 clusters Score -1121970 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1124369.000000 Penalty: 4588.830566
	Iteration 1F: 3 clusters Score -1124369 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1124794.625000 Penalty: 4588.830566
	Iteration 2F: 3 clusters Score -1124795 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1125144.750000 Penalty: 4588.830566
	Iteration 3F: 3 clusters Score -1125145 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1125388.125000 Penalty: 4588.830566
	Iteration 4Q: 3 clusters Score -1125388 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1125601.125000 Penalty: 4588.830566
	Iteration 5Q: 3 clusters Score -1125601 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1125811.625000 Penalty: 4588.830566
	Iteration 6Q: 3 clusters Score -1125812 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1126027.750000 Penalty: 4588.830566
	Iteration 7Q: 3 clusters Score -1126028 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1126250.750000 Penalty: 4588.830566
	Iteration 8Q: 3 clusters Score -1126251 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1126515.250000 Penalty: 4588.830566
	Iteration 9Q: 3 clusters Score -1126515 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1126841.125000 Penalty: 4588.830566
	Iteration 10Q: 3 clusters Score -1126841 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1127157.125000 Penalty: 4588.830566
	Iteration 11Q: 3 clusters Score -1127157 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1127504.375000 Penalty: 4588.830566
	Iteration 12Q: 3 clusters Score -1127504 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1127857.750000 Penalty: 4588.830566
	Iteration 13Q: 3 clusters Score -1127858 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1128197.375000 Penalty: 4588.830566
	Iteration 14Q: 3 clusters Score -1128197 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1128453.375000 Penalty: 4588.830566
	Iteration 15Q: 3 clusters Score -1128453 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1128650.625000 Penalty: 4588.830566
	Iteration 16Q: 3 clusters Score -1128651 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1128809.250000 Penalty: 4588.830566
	Iteration 17Q: 3 clusters Score -1128809 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1128950.000000 Penalty: 4588.830566
	Iteration 18Q: 3 clusters Score -1128950 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1129060.625000 Penalty: 4588.830566
	Iteration 19Q: 3 clusters Score -1129061 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1129151.000000 Penalty: 4588.830566
	Iteration 20F: 3 clusters Score -1129151 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1129218.875000 Penalty: 4588.830566
	Iteration 21Q: 3 clusters Score -1129219 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1129271.750000 Penalty: 4588.830566
	Iteration 22Q: 3 clusters Score -1129272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1129311.625000 Penalty: 4588.830566
	Iteration 23Q: 3 clusters Score -1129312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1129331.375000 Penalty: 4588.830566
	Iteration 24Q: 3 clusters Score -1129331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1129349.375000 Penalty: 4588.830566
	Iteration 25Q: 3 clusters Score -1129349 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1129365.000000 Penalty: 4588.830566
	Iteration 26Q: 3 clusters Score -1129365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1129375.875000 Penalty: 4588.830566
	Iteration 27Q: 3 clusters Score -1129376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1129383.875000 Penalty: 4588.830566
	Iteration 28Q: 3 clusters Score -1129384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1129397.000000 Penalty: 4588.830566
	Iteration 29Q: 3 clusters Score -1129397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1129404.875000 Penalty: 4588.830566
	Iteration 30Q: 3 clusters Score -1129405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1129413.125000 Penalty: 4588.830566
	Iteration 31Q: 3 clusters Score -1129413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1129431.250000 Penalty: 4588.830566
	Iteration 32Q: 3 clusters Score -1129431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1129447.625000 Penalty: 4588.830566
	Iteration 33Q: 3 clusters Score -1129448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1129461.375000 Penalty: 4588.830566
	Iteration 34Q: 3 clusters Score -1129461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1129471.250000 Penalty: 4588.830566
	Iteration 35Q: 3 clusters Score -1129471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1129477.125000 Penalty: 4588.830566
	Iteration 36Q: 3 clusters Score -1129477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1129479.750000 Penalty: 4588.830566
	Iteration 37Q: 3 clusters Score -1129480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1129481.125000 Penalty: 4588.830566
	Iteration 38Q: 3 clusters Score -1129481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1129493.250000 Penalty: 4588.830566
	Iteration 39Q: 3 clusters Score -1129493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1129494.625000 Penalty: 4588.830566
	Iteration 40F: 3 clusters Score -1129495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1129500.250000 Penalty: 4588.830566
	Iteration 41Q: 3 clusters Score -1129500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1129505.875000 Penalty: 4588.830566
	Iteration 42Q: 3 clusters Score -1129506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1129506.000000 Penalty: 4588.830566
	Iteration 43Q: 3 clusters Score -1129506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1129508.500000 Penalty: 4588.830566
	Iteration 44Q: 3 clusters Score -1129508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1129509.250000 Penalty: 4588.830566
	Iteration 45Q: 3 clusters Score -1129509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1129510.125000 Penalty: 4588.830566
	Iteration 46Q: 3 clusters Score -1129510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1129510.250000 Penalty: 4588.830566
	Iteration 47Q: 3 clusters Score -1129510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1129513.750000 Penalty: 4588.830566
	Iteration 48Q: 3 clusters Score -1129514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1129512.375000 Penalty: 4588.830566
	Iteration 49Q: 3 clusters Score -1129512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1129515.875000 Penalty: 4588.830566
	Iteration 50Q: 3 clusters Score -1129516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1129515.875000 Penalty: 4588.830566
	Iteration 51Q: 3 clusters Score -1129516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1129516.875000 Penalty: 4588.830566
	Iteration 52Q: 3 clusters Score -1129517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1129518.500000 Penalty: 4588.830566
	Iteration 53Q: 3 clusters Score -1129518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1129520.250000 Penalty: 4588.830566
	Iteration 54Q: 3 clusters Score -1129520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1129522.125000 Penalty: 4588.830566
	Iteration 55Q: 3 clusters Score -1129522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1129524.750000 Penalty: 4588.830566
	Iteration 56Q: 3 clusters Score -1129525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1129529.750000 Penalty: 4588.830566
	Iteration 57Q: 3 clusters Score -1129530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1129531.500000 Penalty: 4588.830566
	Iteration 58Q: 3 clusters Score -1129532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1129530.625000 Penalty: 4588.830566
	Iteration 59Q: 3 clusters Score -1129531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1129531.000000 Penalty: 4588.830566
	Iteration 60F: 3 clusters Score -1129531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1129535.000000 Penalty: 4588.830566
	Iteration 61Q: 3 clusters Score -1129535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1129535.125000 Penalty: 4588.830566
	Iteration 62Q: 3 clusters Score -1129535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1129533.625000 Penalty: 4588.830566
	Iteration 63Q: 3 clusters Score -1129534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1129536.250000 Penalty: 4588.830566
	Iteration 64Q: 3 clusters Score -1129536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1129538.875000 Penalty: 4588.830566
	Iteration 65Q: 3 clusters Score -1129539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1129539.750000 Penalty: 4588.830566
	Iteration 66Q: 3 clusters Score -1129540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1129539.375000 Penalty: 4588.830566
	Iteration 67Q: 3 clusters Score -1129539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1129541.750000 Penalty: 4588.830566
	Iteration 68Q: 3 clusters Score -1129542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1129541.750000 Penalty: 4588.830566
	Iteration 69Q: 3 clusters Score -1129542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1129543.750000 Penalty: 4588.830566
	Iteration 70Q: 3 clusters Score -1129544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1129542.875000 Penalty: 4588.830566
	Iteration 71Q: 3 clusters Score -1129543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1129544.875000 Penalty: 4588.830566
	Iteration 72Q: 3 clusters Score -1129545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1129546.625000 Penalty: 4588.830566
	Iteration 73Q: 3 clusters Score -1129547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1129547.500000 Penalty: 4588.830566
	Iteration 74Q: 3 clusters Score -1129548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1129548.375000 Penalty: 4588.830566
	Iteration 75Q: 3 clusters Score -1129548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1129547.875000 Penalty: 4588.830566
	Iteration 76Q: 3 clusters Score -1129548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1129550.375000 Penalty: 4588.830566
	Iteration 77Q: 3 clusters Score -1129550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1129550.375000 Penalty: 4588.830566
	Iteration 78F: 3 clusters Score -1129550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63418.878906 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63418.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63616.960938 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63616.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63683.093750 Penalty: 3199.433350
	Iteration 2Q: 3 clusters Score -63683.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63735.269531 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -63735.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63773.027344 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -63773.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63809.820312 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -63809.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63857.164062 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -63857.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63926.531250 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -63926.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63981.589844 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -63981.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64077.453125 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -64077.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64215.667969 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64215.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64266.589844 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64266.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64283.109375 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64283.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64301.718750 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -64301.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64323.339844 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -64323.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64336.007812 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -64336.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64345.441406 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -64345.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64351.070312 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -64351.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64355.953125 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -64355.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64359.441406 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -64359.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64361.820312 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -64361.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -163672.937500 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -163672.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -161385.765625 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -161385.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -161767.968750 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -161768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -161868.843750 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -161868.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161926.390625 Penalty: 3632.947021
	Iteration 3Q: 3 clusters Score -161926.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -161962.109375 Penalty: 3632.947021
	Iteration 4Q: 3 clusters Score -161962.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161990.750000 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -161990.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -162018.593750 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -162018.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162053.890625 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -162053.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -162079.015625 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -162079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -162102.265625 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -162102.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162126.921875 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -162126.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -162152.671875 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -162152.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162181.218750 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -162181.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162221.171875 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -162221.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162250.406250 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -162250.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -162283.046875 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -162283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -162324.328125 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -162324.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162367.265625 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -162367.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -162417.437500 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -162417.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162449.156250 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -162449.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162483.859375 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -162483.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162513.828125 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -162513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162531.937500 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -162531.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162546.578125 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -162546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162552.718750 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -162552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162558.765625 Penalty: 3632.947021
	Iteration 25Q: 3 clusters Score -162558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -162566.062500 Penalty: 3632.947021
	Iteration 26Q: 3 clusters Score -162566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162566.359375 Penalty: 3632.947021
	Iteration 27Q: 3 clusters Score -162566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162566.359375 Penalty: 3632.947021
	Iteration 28F: 3 clusters Score -162566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Entering Unmasked Estep 
Score: -4940365.000000 Penalty: 2641.143555
	Iteration 0F: 2 clusters Score -4940365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4911912.000000 Penalty: 5282.287109
	Iteration 0F: 3 clusters Score -4911912 nChanged 19296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4923322.000000 Penalty: 5282.287109
	Iteration 1F: 3 clusters Score -4923322 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4924959.000000 Penalty: 5282.287109
	Iteration 2F: 3 clusters Score -4924959 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4927127.500000 Penalty: 5282.287109
	Iteration 3F: 3 clusters Score -4927128 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4930064.500000 Penalty: 5282.287109
	Iteration 4F: 3 clusters Score -4930064 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4933535.000000 Penalty: 5282.287109
	Iteration 5F: 3 clusters Score -4933535 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4936382.000000 Penalty: 5282.287109
	Iteration 6F: 3 clusters Score -4936382 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -4937696.500000 Penalty: 5282.287109
	Iteration 7Q: 3 clusters Score -4937696 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -4938150.500000 Penalty: 5282.287109
	Iteration 8Q: 3 clusters Score -4938150 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -4938340.000000 Penalty: 5282.287109
	Iteration 9Q: 3 clusters Score -4938340 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4938427.500000 Penalty: 5282.287109
	Iteration 10Q: 3 clusters Score -4938428 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4938478.500000 Penalty: 5282.287109
	Iteration 11Q: 3 clusters Score -4938478 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4938539.000000 Penalty: 5282.287109
	Iteration 12Q: 3 clusters Score -4938539 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4938569.500000 Penalty: 5282.287109
	Iteration 13Q: 3 clusters Score -4938570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -4938584.500000 Penalty: 5282.287109
	Iteration 14Q: 3 clusters Score -4938584 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4938612.000000 Penalty: 5282.287109
	Iteration 15Q: 3 clusters Score -4938612 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4938636.500000 Penalty: 5282.287109
	Iteration 16Q: 3 clusters Score -4938636 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -4938637.500000 Penalty: 5282.287109
	Iteration 17Q: 3 clusters Score -4938638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -4938645.000000 Penalty: 5282.287109
	Iteration 18Q: 3 clusters Score -4938645 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4938671.500000 Penalty: 5282.287109
	Iteration 19Q: 3 clusters Score -4938672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -4938706.500000 Penalty: 5282.287109
	Iteration 20F: 3 clusters Score -4938706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -4938705.000000 Penalty: 5282.287109
	Iteration 21Q: 3 clusters Score -4938705 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4938712.500000 Penalty: 5282.287109
	Iteration 22Q: 3 clusters Score -4938712 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4938728.000000 Penalty: 5282.287109
	Iteration 23Q: 3 clusters Score -4938728 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -4938734.000000 Penalty: 5282.287109
	Iteration 24Q: 3 clusters Score -4938734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4938743.500000 Penalty: 5282.287109
	Iteration 25Q: 3 clusters Score -4938744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4938735.500000 Penalty: 5282.287109
	Iteration 26Q: 3 clusters Score -4938736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4938742.500000 Penalty: 5282.287109
	Iteration 27Q: 3 clusters Score -4938742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4938759.000000 Penalty: 5282.287109
	Iteration 28Q: 3 clusters Score -4938759 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -4938761.500000 Penalty: 5282.287109
	Iteration 29Q: 3 clusters Score -4938762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -4938774.500000 Penalty: 5282.287109
	Iteration 30Q: 3 clusters Score -4938774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4938768.000000 Penalty: 5282.287109
	Iteration 31Q: 3 clusters Score -4938768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4938769.500000 Penalty: 5282.287109
	Iteration 32Q: 3 clusters Score -4938770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4938794.000000 Penalty: 5282.287109
	Iteration 33Q: 3 clusters Score -4938794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4938789.500000 Penalty: 5282.287109
	Iteration 34Q: 3 clusters Score -4938790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4938794.500000 Penalty: 5282.287109
	Iteration 35Q: 3 clusters Score -4938794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -4938790.000000 Penalty: 5282.287109
	Iteration 36Q: 3 clusters Score -4938790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4938793.000000 Penalty: 5282.287109
	Iteration 37Q: 3 clusters Score -4938793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -4938811.000000 Penalty: 5282.287109
	Iteration 38Q: 3 clusters Score -4938811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4938810.500000 Penalty: 5282.287109
	Iteration 39Q: 3 clusters Score -4938810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -4938816.000000 Penalty: 5282.287109
	Iteration 40F: 3 clusters Score -4938816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -4938828.500000 Penalty: 5282.287109
	Iteration 41Q: 3 clusters Score -4938828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -4938844.000000 Penalty: 5282.287109
	Iteration 42Q: 3 clusters Score -4938844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -4938841.000000 Penalty: 5282.287109
	Iteration 43Q: 3 clusters Score -4938841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4938834.500000 Penalty: 5282.287109
	Iteration 44Q: 3 clusters Score -4938834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -4938830.000000 Penalty: 5282.287109
	Iteration 45Q: 3 clusters Score -4938830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -4938833.000000 Penalty: 5282.287109
	Iteration 46Q: 3 clusters Score -4938833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4938837.000000 Penalty: 5282.287109
	Iteration 47Q: 3 clusters Score -4938837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -4938842.000000 Penalty: 5282.287109
	Iteration 48Q: 3 clusters Score -4938842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4938863.000000 Penalty: 5282.287109
	Iteration 49Q: 3 clusters Score -4938863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -4938865.000000 Penalty: 5282.287109
	Iteration 50Q: 3 clusters Score -4938865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4938871.000000 Penalty: 5282.287109
	Iteration 51Q: 3 clusters Score -4938871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4938864.000000 Penalty: 5282.287109
	Iteration 52Q: 3 clusters Score -4938864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -4938858.500000 Penalty: 5282.287109
	Iteration 53Q: 3 clusters Score -4938858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4938866.500000 Penalty: 5282.287109
	Iteration 54Q: 3 clusters Score -4938866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4938877.500000 Penalty: 5282.287109
	Iteration 55Q: 3 clusters Score -4938878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4938877.500000 Penalty: 5282.287109
	Iteration 56Q: 3 clusters Score -4938878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4938878.500000 Penalty: 5282.287109
	Iteration 57Q: 3 clusters Score -4938878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -4938886.000000 Penalty: 5282.287109
	Iteration 58Q: 3 clusters Score -4938886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4938897.500000 Penalty: 5282.287109
	Iteration 59Q: 3 clusters Score -4938898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4938918.000000 Penalty: 5282.287109
	Iteration 60F: 3 clusters Score -4938918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4938924.500000 Penalty: 5282.287109
	Iteration 61Q: 3 clusters Score -4938924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4938922.000000 Penalty: 5282.287109
	Iteration 62Q: 3 clusters Score -4938922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4938917.000000 Penalty: 5282.287109
	Iteration 63Q: 3 clusters Score -4938917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4938924.500000 Penalty: 5282.287109
	Iteration 64Q: 3 clusters Score -4938924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4938919.500000 Penalty: 5282.287109
	Iteration 65Q: 3 clusters Score -4938920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4938929.000000 Penalty: 5282.287109
	Iteration 66Q: 3 clusters Score -4938929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -4938928.500000 Penalty: 5282.287109
	Iteration 67Q: 3 clusters Score -4938928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -4938925.500000 Penalty: 5282.287109
	Iteration 68Q: 3 clusters Score -4938926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4938929.000000 Penalty: 5282.287109
	Iteration 69Q: 3 clusters Score -4938929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -4938934.500000 Penalty: 5282.287109
	Iteration 70Q: 3 clusters Score -4938934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4938942.500000 Penalty: 5282.287109
	Iteration 71Q: 3 clusters Score -4938942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4938950.500000 Penalty: 5282.287109
	Iteration 72Q: 3 clusters Score -4938950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -4938947.500000 Penalty: 5282.287109
	Iteration 73Q: 3 clusters Score -4938948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4938934.500000 Penalty: 5282.287109
	Iteration 74Q: 3 clusters Score -4938934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -4938947.000000 Penalty: 5282.287109
	Iteration 75Q: 3 clusters Score -4938947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4938961.000000 Penalty: 5282.287109
	Iteration 76Q: 3 clusters Score -4938961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4938978.500000 Penalty: 5282.287109
	Iteration 77Q: 3 clusters Score -4938978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4938972.000000 Penalty: 5282.287109
	Iteration 78Q: 3 clusters Score -4938972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4938978.500000 Penalty: 5282.287109
	Iteration 79Q: 3 clusters Score -4938978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4938985.000000 Penalty: 5282.287109
	Iteration 80F: 3 clusters Score -4938985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -4938981.500000 Penalty: 5282.287109
	Iteration 81Q: 3 clusters Score -4938982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -4938975.500000 Penalty: 5282.287109
	Iteration 82Q: 3 clusters Score -4938976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -4938972.000000 Penalty: 5282.287109
	Iteration 83Q: 3 clusters Score -4938972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4938974.000000 Penalty: 5282.287109
	Iteration 84Q: 3 clusters Score -4938974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -4938973.500000 Penalty: 5282.287109
	Iteration 85Q: 3 clusters Score -4938974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -4938972.000000 Penalty: 5282.287109
	Iteration 86Q: 3 clusters Score -4938972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -4938974.500000 Penalty: 5282.287109
	Iteration 87Q: 3 clusters Score -4938974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4938965.000000 Penalty: 5282.287109
	Iteration 88Q: 3 clusters Score -4938965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -4938966.500000 Penalty: 5282.287109
	Iteration 89Q: 3 clusters Score -4938966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -4938968.000000 Penalty: 5282.287109
	Iteration 90Q: 3 clusters Score -4938968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -4938969.000000 Penalty: 5282.287109
	Iteration 91Q: 3 clusters Score -4938969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4938963.500000 Penalty: 5282.287109
	Iteration 92Q: 3 clusters Score -4938964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -4938975.500000 Penalty: 5282.287109
	Iteration 93Q: 3 clusters Score -4938976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4938969.500000 Penalty: 5282.287109
	Iteration 94Q: 3 clusters Score -4938970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -4938972.500000 Penalty: 5282.287109
	Iteration 95Q: 3 clusters Score -4938972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4938977.500000 Penalty: 5282.287109
	Iteration 96Q: 3 clusters Score -4938978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4938975.500000 Penalty: 5282.287109
	Iteration 97Q: 3 clusters Score -4938976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -4938975.500000 Penalty: 5282.287109
	Iteration 98Q: 3 clusters Score -4938976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4938970.500000 Penalty: 5282.287109
	Iteration 99Q: 3 clusters Score -4938970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -4938972.000000 Penalty: 5282.287109
	Iteration 100F: 3 clusters Score -4938972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -4938973.000000 Penalty: 5282.287109
	Iteration 101Q: 3 clusters Score -4938973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4938972.000000 Penalty: 5282.287109
	Iteration 102Q: 3 clusters Score -4938972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4938972.000000 Penalty: 5282.287109
	Iteration 103F: 3 clusters Score -4938972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Entering Unmasked Estep 
Score: -2555633.500000 Penalty: 2485.230957
	Iteration 0F: 2 clusters Score -2555634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2539927.500000 Penalty: 4970.461914
	Iteration 0F: 3 clusters Score -2539928 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2545439.250000 Penalty: 4970.461914
	Iteration 1F: 3 clusters Score -2545439 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2546087.250000 Penalty: 4970.461914
	Iteration 2F: 3 clusters Score -2546087 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2546636.750000 Penalty: 4970.461914
	Iteration 3F: 3 clusters Score -2546637 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2547130.000000 Penalty: 4970.461914
	Iteration 4Q: 3 clusters Score -2547130 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2547608.250000 Penalty: 4970.461914
	Iteration 5Q: 3 clusters Score -2547608 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2548141.250000 Penalty: 4970.461914
	Iteration 6Q: 3 clusters Score -2548141 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2548703.750000 Penalty: 4970.461914
	Iteration 7Q: 3 clusters Score -2548704 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2549370.750000 Penalty: 4970.461914
	Iteration 8F: 3 clusters Score -2549371 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2550153.750000 Penalty: 4970.461914
	Iteration 9F: 3 clusters Score -2550154 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2551041.750000 Penalty: 4970.461914
	Iteration 10F: 3 clusters Score -2551042 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2551880.750000 Penalty: 4970.461914
	Iteration 11Q: 3 clusters Score -2551881 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2552471.500000 Penalty: 4970.461914
	Iteration 12Q: 3 clusters Score -2552472 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2552769.000000 Penalty: 4970.461914
	Iteration 13Q: 3 clusters Score -2552769 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2552922.750000 Penalty: 4970.461914
	Iteration 14Q: 3 clusters Score -2552923 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2553009.750000 Penalty: 4970.461914
	Iteration 15Q: 3 clusters Score -2553010 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2553066.000000 Penalty: 4970.461914
	Iteration 16Q: 3 clusters Score -2553066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2553104.000000 Penalty: 4970.461914
	Iteration 17Q: 3 clusters Score -2553104 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2553132.500000 Penalty: 4970.461914
	Iteration 18Q: 3 clusters Score -2553132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2553153.000000 Penalty: 4970.461914
	Iteration 19Q: 3 clusters Score -2553153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2553166.750000 Penalty: 4970.461914
	Iteration 20F: 3 clusters Score -2553167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2553184.750000 Penalty: 4970.461914
	Iteration 21Q: 3 clusters Score -2553185 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2553190.500000 Penalty: 4970.461914
	Iteration 22Q: 3 clusters Score -2553190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2553195.250000 Penalty: 4970.461914
	Iteration 23Q: 3 clusters Score -2553195 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2553203.250000 Penalty: 4970.461914
	Iteration 24Q: 3 clusters Score -2553203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2553217.500000 Penalty: 4970.461914
	Iteration 25Q: 3 clusters Score -2553218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2553214.000000 Penalty: 4970.461914
	Iteration 26Q: 3 clusters Score -2553214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2553216.750000 Penalty: 4970.461914
	Iteration 27Q: 3 clusters Score -2553217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2553222.000000 Penalty: 4970.461914
	Iteration 28Q: 3 clusters Score -2553222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2553220.250000 Penalty: 4970.461914
	Iteration 29Q: 3 clusters Score -2553220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2553225.500000 Penalty: 4970.461914
	Iteration 30Q: 3 clusters Score -2553226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2553219.000000 Penalty: 4970.461914
	Iteration 31Q: 3 clusters Score -2553219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2553227.250000 Penalty: 4970.461914
	Iteration 32Q: 3 clusters Score -2553227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2553228.500000 Penalty: 4970.461914
	Iteration 33Q: 3 clusters Score -2553228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2553233.750000 Penalty: 4970.461914
	Iteration 34Q: 3 clusters Score -2553234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2553240.000000 Penalty: 4970.461914
	Iteration 35Q: 3 clusters Score -2553240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2553243.000000 Penalty: 4970.461914
	Iteration 36Q: 3 clusters Score -2553243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2553237.500000 Penalty: 4970.461914
	Iteration 37Q: 3 clusters Score -2553238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2553232.750000 Penalty: 4970.461914
	Iteration 38Q: 3 clusters Score -2553233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2553246.250000 Penalty: 4970.461914
	Iteration 39Q: 3 clusters Score -2553246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2553251.000000 Penalty: 4970.461914
	Iteration 40F: 3 clusters Score -2553251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2553249.500000 Penalty: 4970.461914
	Iteration 41Q: 3 clusters Score -2553250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2553254.250000 Penalty: 4970.461914
	Iteration 42Q: 3 clusters Score -2553254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2553257.250000 Penalty: 4970.461914
	Iteration 43Q: 3 clusters Score -2553257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2553252.750000 Penalty: 4970.461914
	Iteration 44Q: 3 clusters Score -2553253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2553247.250000 Penalty: 4970.461914
	Iteration 45Q: 3 clusters Score -2553247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2553248.750000 Penalty: 4970.461914
	Iteration 46Q: 3 clusters Score -2553249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2553258.500000 Penalty: 4970.461914
	Iteration 47Q: 3 clusters Score -2553258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2553261.250000 Penalty: 4970.461914
	Iteration 48Q: 3 clusters Score -2553261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2553257.750000 Penalty: 4970.461914
	Iteration 49Q: 3 clusters Score -2553258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2553260.250000 Penalty: 4970.461914
	Iteration 50Q: 3 clusters Score -2553260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2553264.750000 Penalty: 4970.461914
	Iteration 51Q: 3 clusters Score -2553265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2553264.250000 Penalty: 4970.461914
	Iteration 52Q: 3 clusters Score -2553264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2553271.000000 Penalty: 4970.461914
	Iteration 53Q: 3 clusters Score -2553271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2553268.000000 Penalty: 4970.461914
	Iteration 54Q: 3 clusters Score -2553268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2553272.500000 Penalty: 4970.461914
	Iteration 55Q: 3 clusters Score -2553272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2553267.750000 Penalty: 4970.461914
	Iteration 56Q: 3 clusters Score -2553268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2553269.750000 Penalty: 4970.461914
	Iteration 57Q: 3 clusters Score -2553270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2553268.750000 Penalty: 4970.461914
	Iteration 58Q: 3 clusters Score -2553269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2553270.250000 Penalty: 4970.461914
	Iteration 59Q: 3 clusters Score -2553270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2553270.500000 Penalty: 4970.461914
	Iteration 60F: 3 clusters Score -2553270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2553272.250000 Penalty: 4970.461914
	Iteration 61Q: 3 clusters Score -2553272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2553275.000000 Penalty: 4970.461914
	Iteration 62Q: 3 clusters Score -2553275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2553278.000000 Penalty: 4970.461914
	Iteration 63Q: 3 clusters Score -2553278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2553282.500000 Penalty: 4970.461914
	Iteration 64Q: 3 clusters Score -2553282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2553286.000000 Penalty: 4970.461914
	Iteration 65Q: 3 clusters Score -2553286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2553290.250000 Penalty: 4970.461914
	Iteration 66Q: 3 clusters Score -2553290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2553288.750000 Penalty: 4970.461914
	Iteration 67Q: 3 clusters Score -2553289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2553291.250000 Penalty: 4970.461914
	Iteration 68Q: 3 clusters Score -2553291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2553287.000000 Penalty: 4970.461914
	Iteration 69Q: 3 clusters Score -2553287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2553286.000000 Penalty: 4970.461914
	Iteration 70Q: 3 clusters Score -2553286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2553290.750000 Penalty: 4970.461914
	Iteration 71Q: 3 clusters Score -2553291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2553290.500000 Penalty: 4970.461914
	Iteration 72Q: 3 clusters Score -2553290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2553295.500000 Penalty: 4970.461914
	Iteration 73Q: 3 clusters Score -2553296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2553295.000000 Penalty: 4970.461914
	Iteration 74Q: 3 clusters Score -2553295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2553292.000000 Penalty: 4970.461914
	Iteration 75Q: 3 clusters Score -2553292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2553304.250000 Penalty: 4970.461914
	Iteration 76Q: 3 clusters Score -2553304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2553299.500000 Penalty: 4970.461914
	Iteration 77Q: 3 clusters Score -2553300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2553307.250000 Penalty: 4970.461914
	Iteration 78Q: 3 clusters Score -2553307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2553309.000000 Penalty: 4970.461914
	Iteration 79Q: 3 clusters Score -2553309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2553321.250000 Penalty: 4970.461914
	Iteration 80F: 3 clusters Score -2553321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2553323.000000 Penalty: 4970.461914
	Iteration 81Q: 3 clusters Score -2553323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2553321.750000 Penalty: 4970.461914
	Iteration 82Q: 3 clusters Score -2553322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2553321.750000 Penalty: 4970.461914
	Iteration 83Q: 3 clusters Score -2553322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2553318.500000 Penalty: 4970.461914
	Iteration 84Q: 3 clusters Score -2553318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2553321.500000 Penalty: 4970.461914
	Iteration 85Q: 3 clusters Score -2553322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2553318.750000 Penalty: 4970.461914
	Iteration 86Q: 3 clusters Score -2553319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2553320.500000 Penalty: 4970.461914
	Iteration 87Q: 3 clusters Score -2553320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2553319.250000 Penalty: 4970.461914
	Iteration 88Q: 3 clusters Score -2553319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2553324.250000 Penalty: 4970.461914
	Iteration 89Q: 3 clusters Score -2553324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2553319.750000 Penalty: 4970.461914
	Iteration 90Q: 3 clusters Score -2553320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2553322.500000 Penalty: 4970.461914
	Iteration 91Q: 3 clusters Score -2553322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2553325.750000 Penalty: 4970.461914
	Iteration 92Q: 3 clusters Score -2553326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2553324.000000 Penalty: 4970.461914
	Iteration 93Q: 3 clusters Score -2553324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2553326.250000 Penalty: 4970.461914
	Iteration 94Q: 3 clusters Score -2553326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2553328.000000 Penalty: 4970.461914
	Iteration 95Q: 3 clusters Score -2553328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2553326.500000 Penalty: 4970.461914
	Iteration 96Q: 3 clusters Score -2553326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2553325.500000 Penalty: 4970.461914
	Iteration 97Q: 3 clusters Score -2553326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2553325.750000 Penalty: 4970.461914
	Iteration 98Q: 3 clusters Score -2553326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2553334.250000 Penalty: 4970.461914
	Iteration 99Q: 3 clusters Score -2553334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2553333.750000 Penalty: 4970.461914
	Iteration 100F: 3 clusters Score -2553334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2553336.500000 Penalty: 4970.461914
	Iteration 101Q: 3 clusters Score -2553336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2553334.000000 Penalty: 4970.461914
	Iteration 102Q: 3 clusters Score -2553334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2553328.500000 Penalty: 4970.461914
	Iteration 103Q: 3 clusters Score -2553328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2553332.000000 Penalty: 4970.461914
	Iteration 104Q: 3 clusters Score -2553332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2553329.750000 Penalty: 4970.461914
	Iteration 105Q: 3 clusters Score -2553330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2553327.500000 Penalty: 4970.461914
	Iteration 106Q: 3 clusters Score -2553328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2553325.250000 Penalty: 4970.461914
	Iteration 107Q: 3 clusters Score -2553325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2553328.000000 Penalty: 4970.461914
	Iteration 108Q: 3 clusters Score -2553328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2553326.750000 Penalty: 4970.461914
	Iteration 109Q: 3 clusters Score -2553327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2553325.500000 Penalty: 4970.461914
	Iteration 110Q: 3 clusters Score -2553326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2553329.750000 Penalty: 4970.461914
	Iteration 111Q: 3 clusters Score -2553330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2553328.000000 Penalty: 4970.461914
	Iteration 112Q: 3 clusters Score -2553328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2553330.250000 Penalty: 4970.461914
	Iteration 113Q: 3 clusters Score -2553330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2553328.750000 Penalty: 4970.461914
	Iteration 114Q: 3 clusters Score -2553329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2553330.000000 Penalty: 4970.461914
	Iteration 115Q: 3 clusters Score -2553330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2553326.250000 Penalty: 4970.461914
	Iteration 116Q: 3 clusters Score -2553326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2553330.000000 Penalty: 4970.461914
	Iteration 117Q: 3 clusters Score -2553330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2553330.000000 Penalty: 4970.461914
	Iteration 118F: 3 clusters Score -2553330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Entering Unmasked Estep 
Score: -2561991.250000 Penalty: 2485.396240
	Iteration 0F: 2 clusters Score -2561991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2546302.500000 Penalty: 4970.792480
	Iteration 0F: 3 clusters Score -2546302 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2551669.750000 Penalty: 4970.792480
	Iteration 1F: 3 clusters Score -2551670 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2552069.250000 Penalty: 4970.792480
	Iteration 2F: 3 clusters Score -2552069 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2552413.250000 Penalty: 4970.792480
	Iteration 3Q: 3 clusters Score -2552413 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2552731.000000 Penalty: 4970.792480
	Iteration 4Q: 3 clusters Score -2552731 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2553057.000000 Penalty: 4970.792480
	Iteration 5Q: 3 clusters Score -2553057 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2553374.500000 Penalty: 4970.792480
	Iteration 6Q: 3 clusters Score -2553374 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2553712.000000 Penalty: 4970.792480
	Iteration 7Q: 3 clusters Score -2553712 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2554057.750000 Penalty: 4970.792480
	Iteration 8Q: 3 clusters Score -2554058 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2554405.750000 Penalty: 4970.792480
	Iteration 9Q: 3 clusters Score -2554406 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2554799.500000 Penalty: 4970.792480
	Iteration 10Q: 3 clusters Score -2554800 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2555258.500000 Penalty: 4970.792480
	Iteration 11Q: 3 clusters Score -2555258 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2555773.750000 Penalty: 4970.792480
	Iteration 12Q: 3 clusters Score -2555774 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2556285.000000 Penalty: 4970.792480
	Iteration 13Q: 3 clusters Score -2556285 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2556867.000000 Penalty: 4970.792480
	Iteration 14Q: 3 clusters Score -2556867 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2557459.750000 Penalty: 4970.792480
	Iteration 15Q: 3 clusters Score -2557460 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2558058.500000 Penalty: 4970.792480
	Iteration 16Q: 3 clusters Score -2558058 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2558712.250000 Penalty: 4970.792480
	Iteration 17Q: 3 clusters Score -2558712 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2559337.750000 Penalty: 4970.792480
	Iteration 18Q: 3 clusters Score -2559338 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2559753.750000 Penalty: 4970.792480
	Iteration 19Q: 3 clusters Score -2559754 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2560040.750000 Penalty: 4970.792480
	Iteration 20F: 3 clusters Score -2560041 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -2560210.000000 Penalty: 4970.792480
	Iteration 21Q: 3 clusters Score -2560210 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -2560298.250000 Penalty: 4970.792480
	Iteration 22Q: 3 clusters Score -2560298 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2560345.750000 Penalty: 4970.792480
	Iteration 23Q: 3 clusters Score -2560346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2560369.750000 Penalty: 4970.792480
	Iteration 24Q: 3 clusters Score -2560370 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2560381.500000 Penalty: 4970.792480
	Iteration 25Q: 3 clusters Score -2560382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2560390.000000 Penalty: 4970.792480
	Iteration 26Q: 3 clusters Score -2560390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2560395.000000 Penalty: 4970.792480
	Iteration 27Q: 3 clusters Score -2560395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2560399.250000 Penalty: 4970.792480
	Iteration 28Q: 3 clusters Score -2560399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2560401.000000 Penalty: 4970.792480
	Iteration 29Q: 3 clusters Score -2560401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2560403.500000 Penalty: 4970.792480
	Iteration 30Q: 3 clusters Score -2560404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2560405.500000 Penalty: 4970.792480
	Iteration 31Q: 3 clusters Score -2560406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2560404.750000 Penalty: 4970.792480
	Iteration 32Q: 3 clusters Score -2560405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2560410.500000 Penalty: 4970.792480
	Iteration 33Q: 3 clusters Score -2560410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2560406.250000 Penalty: 4970.792480
	Iteration 34Q: 3 clusters Score -2560406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2560407.000000 Penalty: 4970.792480
	Iteration 35Q: 3 clusters Score -2560407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2560408.500000 Penalty: 4970.792480
	Iteration 36Q: 3 clusters Score -2560408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2560405.750000 Penalty: 4970.792480
	Iteration 37Q: 3 clusters Score -2560406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2560406.000000 Penalty: 4970.792480
	Iteration 38Q: 3 clusters Score -2560406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2560403.250000 Penalty: 4970.792480
	Iteration 39Q: 3 clusters Score -2560403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2560405.000000 Penalty: 4970.792480
	Iteration 40F: 3 clusters Score -2560405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -2560407.000000 Penalty: 4970.792480
	Iteration 41Q: 3 clusters Score -2560407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2560405.750000 Penalty: 4970.792480
	Iteration 42Q: 3 clusters Score -2560406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2560409.000000 Penalty: 4970.792480
	Iteration 43Q: 3 clusters Score -2560409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2560410.000000 Penalty: 4970.792480
	Iteration 44Q: 3 clusters Score -2560410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2560410.000000 Penalty: 4970.792480
	Iteration 45F: 3 clusters Score -2560410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21819.666016 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21819.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22085.783203 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -22085.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22292.125000 Penalty: 2746.517822
	Iteration 2F: 3 clusters Score -22292.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22343.746094 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -22343.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22375.574219 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -22375.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22381.195312 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -22381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22391.761719 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -22391.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22407.046875 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -22407.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22415.929688 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -22415.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22422.427734 Penalty: 2746.517822
	Iteration 9Q: 3 clusters Score -22422.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22427.355469 Penalty: 2746.517822
	Iteration 10Q: 3 clusters Score -22427.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22427.355469 Penalty: 2746.517822
	Iteration 11F: 3 clusters Score -22427.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (57397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57397 members 
Entering Unmasked Estep 
Score: -6693665.000000 Penalty: 2717.521484
	Iteration 0F: 2 clusters Score -6693665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -6654863.500000 Penalty: 5435.042969
	Iteration 0F: 3 clusters Score -6654864 nChanged 26753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6669792.500000 Penalty: 5435.042969
	Iteration 1F: 3 clusters Score -6669792 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -6670390.500000 Penalty: 5435.042969
	Iteration 2Q: 3 clusters Score -6670390 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -6670900.500000 Penalty: 5435.042969
	Iteration 3Q: 3 clusters Score -6670900 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6671442.000000 Penalty: 5435.042969
	Iteration 4Q: 3 clusters Score -6671442 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -6671907.500000 Penalty: 5435.042969
	Iteration 5Q: 3 clusters Score -6671908 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -6672377.500000 Penalty: 5435.042969
	Iteration 6Q: 3 clusters Score -6672378 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -6673047.000000 Penalty: 5435.042969
	Iteration 7Q: 3 clusters Score -6673047 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -6673753.500000 Penalty: 5435.042969
	Iteration 8Q: 3 clusters Score -6673754 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -6674605.000000 Penalty: 5435.042969
	Iteration 9Q: 3 clusters Score -6674605 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -6675800.000000 Penalty: 5435.042969
	Iteration 10Q: 3 clusters Score -6675800 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -6677416.500000 Penalty: 5435.042969
	Iteration 11F: 3 clusters Score -6677416 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -6679639.500000 Penalty: 5435.042969
	Iteration 12F: 3 clusters Score -6679640 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -6682401.500000 Penalty: 5435.042969
	Iteration 13F: 3 clusters Score -6682402 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -6685209.500000 Penalty: 5435.042969
	Iteration 14F: 3 clusters Score -6685210 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -6687649.500000 Penalty: 5435.042969
	Iteration 15F: 3 clusters Score -6687650 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -6689323.500000 Penalty: 5435.042969
	Iteration 16Q: 3 clusters Score -6689324 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 56031 members 
Entering Unmasked Estep 
Score: -6690270.000000 Penalty: 5435.042969
	Iteration 17Q: 3 clusters Score -6690270 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -6690717.000000 Penalty: 5435.042969
	Iteration 18Q: 3 clusters Score -6690717 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -6690933.500000 Penalty: 5435.042969
	Iteration 19Q: 3 clusters Score -6690934 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -6691076.000000 Penalty: 5435.042969
	Iteration 20F: 3 clusters Score -6691076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -6691151.000000 Penalty: 5435.042969
	Iteration 21Q: 3 clusters Score -6691151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -6691193.000000 Penalty: 5435.042969
	Iteration 22Q: 3 clusters Score -6691193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -6691236.000000 Penalty: 5435.042969
	Iteration 23Q: 3 clusters Score -6691236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -6691266.000000 Penalty: 5435.042969
	Iteration 24Q: 3 clusters Score -6691266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -6691281.500000 Penalty: 5435.042969
	Iteration 25Q: 3 clusters Score -6691282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -6691303.000000 Penalty: 5435.042969
	Iteration 26Q: 3 clusters Score -6691303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -6691300.500000 Penalty: 5435.042969
	Iteration 27Q: 3 clusters Score -6691300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -6691315.500000 Penalty: 5435.042969
	Iteration 28Q: 3 clusters Score -6691316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -6691321.000000 Penalty: 5435.042969
	Iteration 29Q: 3 clusters Score -6691321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -6691323.500000 Penalty: 5435.042969
	Iteration 30Q: 3 clusters Score -6691324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -6691321.500000 Penalty: 5435.042969
	Iteration 31Q: 3 clusters Score -6691322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -6691320.000000 Penalty: 5435.042969
	Iteration 32Q: 3 clusters Score -6691320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -6691317.500000 Penalty: 5435.042969
	Iteration 33Q: 3 clusters Score -6691318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -6691317.500000 Penalty: 5435.042969
	Iteration 34F: 3 clusters Score -6691318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Entering Unmasked Estep 
Score: -1930360.375000 Penalty: 2404.875244
	Iteration 0F: 2 clusters Score -1930360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1918758.750000 Penalty: 4809.750488
	Iteration 0F: 3 clusters Score -1918759 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1922595.000000 Penalty: 4809.750488
	Iteration 1F: 3 clusters Score -1922595 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1922974.625000 Penalty: 4809.750488
	Iteration 2F: 3 clusters Score -1922975 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1923282.000000 Penalty: 4809.750488
	Iteration 3Q: 3 clusters Score -1923282 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1923562.125000 Penalty: 4809.750488
	Iteration 4Q: 3 clusters Score -1923562 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1923852.000000 Penalty: 4809.750488
	Iteration 5Q: 3 clusters Score -1923852 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1924170.125000 Penalty: 4809.750488
	Iteration 6Q: 3 clusters Score -1924170 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1924513.125000 Penalty: 4809.750488
	Iteration 7Q: 3 clusters Score -1924513 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1924926.500000 Penalty: 4809.750488
	Iteration 8Q: 3 clusters Score -1924926 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1925393.750000 Penalty: 4809.750488
	Iteration 9Q: 3 clusters Score -1925394 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1925861.500000 Penalty: 4809.750488
	Iteration 10Q: 3 clusters Score -1925862 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1926318.125000 Penalty: 4809.750488
	Iteration 11Q: 3 clusters Score -1926318 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1926738.250000 Penalty: 4809.750488
	Iteration 12Q: 3 clusters Score -1926738 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1927079.625000 Penalty: 4809.750488
	Iteration 13Q: 3 clusters Score -1927080 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1927342.500000 Penalty: 4809.750488
	Iteration 14Q: 3 clusters Score -1927342 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1927557.500000 Penalty: 4809.750488
	Iteration 15Q: 3 clusters Score -1927558 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1927709.250000 Penalty: 4809.750488
	Iteration 16Q: 3 clusters Score -1927709 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1927821.750000 Penalty: 4809.750488
	Iteration 17Q: 3 clusters Score -1927822 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1927924.500000 Penalty: 4809.750488
	Iteration 18Q: 3 clusters Score -1927924 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1928008.375000 Penalty: 4809.750488
	Iteration 19Q: 3 clusters Score -1928008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1928078.750000 Penalty: 4809.750488
	Iteration 20F: 3 clusters Score -1928079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1928127.125000 Penalty: 4809.750488
	Iteration 21Q: 3 clusters Score -1928127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1928178.500000 Penalty: 4809.750488
	Iteration 22Q: 3 clusters Score -1928178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1928205.625000 Penalty: 4809.750488
	Iteration 23Q: 3 clusters Score -1928206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1928227.125000 Penalty: 4809.750488
	Iteration 24Q: 3 clusters Score -1928227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1928252.625000 Penalty: 4809.750488
	Iteration 25Q: 3 clusters Score -1928253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1928266.000000 Penalty: 4809.750488
	Iteration 26Q: 3 clusters Score -1928266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1928274.875000 Penalty: 4809.750488
	Iteration 27Q: 3 clusters Score -1928275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1928286.875000 Penalty: 4809.750488
	Iteration 28Q: 3 clusters Score -1928287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1928293.250000 Penalty: 4809.750488
	Iteration 29Q: 3 clusters Score -1928293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1928303.250000 Penalty: 4809.750488
	Iteration 30Q: 3 clusters Score -1928303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1928309.875000 Penalty: 4809.750488
	Iteration 31Q: 3 clusters Score -1928310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1928310.625000 Penalty: 4809.750488
	Iteration 32Q: 3 clusters Score -1928311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1928310.625000 Penalty: 4809.750488
	Iteration 33F: 3 clusters Score -1928311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 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 386 members 
Entering Unmasked Estep 
Score: -83718.265625 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83718.27 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -83973.703125 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -83973.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84056.406250 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84056.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84119.945312 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -84119.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84159.609375 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -84159.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84189.757812 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84189.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84204.515625 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84204.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84225.250000 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -84225.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84243.593750 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -84243.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84259.132812 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -84259.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84269.929688 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -84269.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84285.312500 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -84285.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84297.257812 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -84297.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84315.976562 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -84315.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -84334.359375 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -84334.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84343.085938 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -84343.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84346.453125 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -84346.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -84351.703125 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -84351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84355.867188 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -84355.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84359.265625 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -84359.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -84359.265625 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -84359.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (36577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Entering Unmasked Estep 
Score: -3847327.750000 Penalty: 2605.779297
	Iteration 0F: 2 clusters Score -3847328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3822613.750000 Penalty: 5211.558594
	Iteration 0F: 3 clusters Score -3822614 nChanged 16598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3832556.250000 Penalty: 5211.558594
	Iteration 1F: 3 clusters Score -3832556 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3833815.000000 Penalty: 5211.558594
	Iteration 2F: 3 clusters Score -3833815 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3835252.750000 Penalty: 5211.558594
	Iteration 3F: 3 clusters Score -3835253 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3836692.750000 Penalty: 5211.558594
	Iteration 4F: 3 clusters Score -3836693 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3838025.500000 Penalty: 5211.558594
	Iteration 5F: 3 clusters Score -3838026 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3839121.250000 Penalty: 5211.558594
	Iteration 6F: 3 clusters Score -3839121 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3840072.000000 Penalty: 5211.558594
	Iteration 7Q: 3 clusters Score -3840072 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -3840859.250000 Penalty: 5211.558594
	Iteration 8Q: 3 clusters Score -3840859 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3841596.250000 Penalty: 5211.558594
	Iteration 9Q: 3 clusters Score -3841596 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3842307.500000 Penalty: 5211.558594
	Iteration 10Q: 3 clusters Score -3842308 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3843003.750000 Penalty: 5211.558594
	Iteration 11Q: 3 clusters Score -3843004 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3843657.000000 Penalty: 5211.558594
	Iteration 12Q: 3 clusters Score -3843657 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -3844170.250000 Penalty: 5211.558594
	Iteration 13Q: 3 clusters Score -3844170 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -3844621.500000 Penalty: 5211.558594
	Iteration 14Q: 3 clusters Score -3844622 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -3844969.500000 Penalty: 5211.558594
	Iteration 15Q: 3 clusters Score -3844970 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -3845208.500000 Penalty: 5211.558594
	Iteration 16Q: 3 clusters Score -3845208 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -3845396.500000 Penalty: 5211.558594
	Iteration 17Q: 3 clusters Score -3845396 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3845514.000000 Penalty: 5211.558594
	Iteration 18Q: 3 clusters Score -3845514 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -3845615.500000 Penalty: 5211.558594
	Iteration 19Q: 3 clusters Score -3845616 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -3845680.500000 Penalty: 5211.558594
	Iteration 20F: 3 clusters Score -3845680 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3845742.500000 Penalty: 5211.558594
	Iteration 21Q: 3 clusters Score -3845742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -3845772.750000 Penalty: 5211.558594
	Iteration 22Q: 3 clusters Score -3845773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3845793.000000 Penalty: 5211.558594
	Iteration 23Q: 3 clusters Score -3845793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -3845825.250000 Penalty: 5211.558594
	Iteration 24Q: 3 clusters Score -3845825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -3845845.000000 Penalty: 5211.558594
	Iteration 25Q: 3 clusters Score -3845845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -3845849.250000 Penalty: 5211.558594
	Iteration 26Q: 3 clusters Score -3845849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -3845850.250000 Penalty: 5211.558594
	Iteration 27Q: 3 clusters Score -3845850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3845864.250000 Penalty: 5211.558594
	Iteration 28Q: 3 clusters Score -3845864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -3845882.000000 Penalty: 5211.558594
	Iteration 29Q: 3 clusters Score -3845882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3845906.000000 Penalty: 5211.558594
	Iteration 30Q: 3 clusters Score -3845906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -3845918.000000 Penalty: 5211.558594
	Iteration 31Q: 3 clusters Score -3845918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -3845949.250000 Penalty: 5211.558594
	Iteration 32Q: 3 clusters Score -3845949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -3845968.750000 Penalty: 5211.558594
	Iteration 33Q: 3 clusters Score -3845969 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -3846001.250000 Penalty: 5211.558594
	Iteration 34Q: 3 clusters Score -3846001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -3846035.000000 Penalty: 5211.558594
	Iteration 35Q: 3 clusters Score -3846035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -3846052.000000 Penalty: 5211.558594
	Iteration 36Q: 3 clusters Score -3846052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -3846079.500000 Penalty: 5211.558594
	Iteration 37Q: 3 clusters Score -3846080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -3846092.000000 Penalty: 5211.558594
	Iteration 38Q: 3 clusters Score -3846092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3846101.000000 Penalty: 5211.558594
	Iteration 39Q: 3 clusters Score -3846101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -3846112.250000 Penalty: 5211.558594
	Iteration 40F: 3 clusters Score -3846112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -3846119.250000 Penalty: 5211.558594
	Iteration 41Q: 3 clusters Score -3846119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -3846125.500000 Penalty: 5211.558594
	Iteration 42Q: 3 clusters Score -3846126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -3846126.750000 Penalty: 5211.558594
	Iteration 43Q: 3 clusters Score -3846127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3846134.500000 Penalty: 5211.558594
	Iteration 44Q: 3 clusters Score -3846134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3846140.000000 Penalty: 5211.558594
	Iteration 45Q: 3 clusters Score -3846140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -3846140.750000 Penalty: 5211.558594
	Iteration 46Q: 3 clusters Score -3846141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -3846149.000000 Penalty: 5211.558594
	Iteration 47Q: 3 clusters Score -3846149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -3846148.250000 Penalty: 5211.558594
	Iteration 48Q: 3 clusters Score -3846148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -3846145.250000 Penalty: 5211.558594
	Iteration 49Q: 3 clusters Score -3846145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3846145.500000 Penalty: 5211.558594
	Iteration 50Q: 3 clusters Score -3846146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -3846145.750000 Penalty: 5211.558594
	Iteration 51Q: 3 clusters Score -3846146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -3846144.250000 Penalty: 5211.558594
	Iteration 52Q: 3 clusters Score -3846144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -3846150.750000 Penalty: 5211.558594
	Iteration 53Q: 3 clusters Score -3846151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3846151.250000 Penalty: 5211.558594
	Iteration 54Q: 3 clusters Score -3846151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3846153.250000 Penalty: 5211.558594
	Iteration 55Q: 3 clusters Score -3846153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3846150.500000 Penalty: 5211.558594
	Iteration 56Q: 3 clusters Score -3846150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3846153.750000 Penalty: 5211.558594
	Iteration 57Q: 3 clusters Score -3846154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3846153.750000 Penalty: 5211.558594
	Iteration 58F: 3 clusters Score -3846154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174214 members 
Mstep: Class 4 contains 95525 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251341 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 244231 members 
Mstep: Class 10 contains 15637 members 
Mstep: Class 11 contains 60666 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34032 members 
Mstep: Class 16 contains 185407 members 
Mstep: Class 17 contains 11158 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123014 members 
Mstep: Class 20 contains 31056 members 
Mstep: Class 21 contains 34160 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131054 members 
Mstep: Class 26 contains 15379 members 
Mstep: Class 27 contains 22870 members 
Mstep: Class 28 contains 1682 members 
Mstep: Class 29 contains 9894 members 
Mstep: Class 30 contains 10743 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99771 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42183 members 
Mstep: Class 38 contains 22496 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57397 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987808.000000 Penalty: 158390.203125
Iteration 359Q: 45 clusters Score -2.259878e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174215 members 
Mstep: Class 4 contains 95519 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251345 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244226 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60666 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34033 members 
Mstep: Class 16 contains 185406 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123014 members 
Mstep: Class 20 contains 31059 members 
Mstep: Class 21 contains 34162 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131056 members 
Mstep: Class 26 contains 15379 members 
Mstep: Class 27 contains 22869 members 
Mstep: Class 28 contains 1681 members 
Mstep: Class 29 contains 9898 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99768 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42185 members 
Mstep: Class 38 contains 22495 members 
Mstep: Class 39 contains 22511 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57395 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987856.000000 Penalty: 158390.203125
Iteration 360F: 45 clusters Score -2.259879e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174217 members 
Mstep: Class 4 contains 95510 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251350 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244227 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60665 members 
Mstep: Class 12 contains 41964 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34033 members 
Mstep: Class 16 contains 185407 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24634 members 
Mstep: Class 19 contains 123014 members 
Mstep: Class 20 contains 31066 members 
Mstep: Class 21 contains 34163 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131060 members 
Mstep: Class 26 contains 15380 members 
Mstep: Class 27 contains 22869 members 
Mstep: Class 28 contains 1680 members 
Mstep: Class 29 contains 9900 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99759 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42190 members 
Mstep: Class 38 contains 22496 members 
Mstep: Class 39 contains 22512 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57395 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987824.000000 Penalty: 158390.203125
Iteration 361Q: 45 clusters Score -2.259878e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174217 members 
Mstep: Class 4 contains 95504 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251353 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244228 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60665 members 
Mstep: Class 12 contains 41956 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34032 members 
Mstep: Class 16 contains 185406 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 24634 members 
Mstep: Class 19 contains 123017 members 
Mstep: Class 20 contains 31073 members 
Mstep: Class 21 contains 34166 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131062 members 
Mstep: Class 26 contains 15384 members 
Mstep: Class 27 contains 22869 members 
Mstep: Class 28 contains 1679 members 
Mstep: Class 29 contains 9904 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99749 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42195 members 
Mstep: Class 38 contains 22494 members 
Mstep: Class 39 contains 22512 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57394 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987744.000000 Penalty: 158390.203125
Iteration 362Q: 45 clusters Score -2.259877e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174218 members 
Mstep: Class 4 contains 95499 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251355 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244223 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60664 members 
Mstep: Class 12 contains 41954 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34032 members 
Mstep: Class 16 contains 185403 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 24634 members 
Mstep: Class 19 contains 123021 members 
Mstep: Class 20 contains 31077 members 
Mstep: Class 21 contains 34169 members 
Mstep: Class 22 contains 18285 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 131064 members 
Mstep: Class 26 contains 15386 members 
Mstep: Class 27 contains 22868 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9911 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99745 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42199 members 
Mstep: Class 38 contains 22493 members 
Mstep: Class 39 contains 22513 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57393 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987760.000000 Penalty: 158390.203125
Iteration 363Q: 45 clusters Score -2.259878e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9702 members 
Mstep: Class 3 contains 174221 members 
Mstep: Class 4 contains 95493 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251354 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 244213 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41953 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41418 members 
Mstep: Class 15 contains 34033 members 
Mstep: Class 16 contains 185405 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123027 members 
Mstep: Class 20 contains 31081 members 
Mstep: Class 21 contains 34169 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 131066 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9917 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99741 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 42208 members 
Mstep: Class 38 contains 22490 members 
Mstep: Class 39 contains 22513 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57392 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987888.000000 Penalty: 158390.203125
Iteration 364Q: 45 clusters Score -2.259879e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174221 members 
Mstep: Class 4 contains 95487 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251361 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 244204 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41955 members 
Mstep: Class 13 contains 27174 members 
Mstep: Class 14 contains 41417 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185402 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123031 members 
Mstep: Class 20 contains 31087 members 
Mstep: Class 21 contains 34171 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131066 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9926 members 
Mstep: Class 30 contains 10738 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99735 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1516 members 
Mstep: Class 37 contains 42214 members 
Mstep: Class 38 contains 22487 members 
Mstep: Class 39 contains 22514 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57388 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 365Q: 45 clusters Score -2.25988e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174217 members 
Mstep: Class 4 contains 95482 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251365 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 244197 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 41957 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41417 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 185404 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 24635 members 
Mstep: Class 19 contains 123034 members 
Mstep: Class 20 contains 31090 members 
Mstep: Class 21 contains 34172 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 131064 members 
Mstep: Class 26 contains 15392 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9932 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99731 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42221 members 
Mstep: Class 38 contains 22485 members 
Mstep: Class 39 contains 22515 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57388 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 366Q: 45 clusters Score -2.25988e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174218 members 
Mstep: Class 4 contains 95476 members 
Mstep: Class 5 contains 22259 members 
Mstep: Class 6 contains 251368 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 244186 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 41957 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41417 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 185402 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24636 members 
Mstep: Class 19 contains 123036 members 
Mstep: Class 20 contains 31096 members 
Mstep: Class 21 contains 34172 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 131061 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9936 members 
Mstep: Class 30 contains 10739 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99729 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42229 members 
Mstep: Class 38 contains 22486 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57388 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987984.000000 Penalty: 158390.203125
Iteration 367Q: 45 clusters Score -2.25988e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174219 members 
Mstep: Class 4 contains 95470 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251374 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9142 members 
Mstep: Class 9 contains 244176 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 41960 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41417 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185401 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24636 members 
Mstep: Class 19 contains 123037 members 
Mstep: Class 20 contains 31103 members 
Mstep: Class 21 contains 34172 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131064 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9939 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99727 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42230 members 
Mstep: Class 38 contains 22486 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57388 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 368Q: 45 clusters Score -2.25988e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174220 members 
Mstep: Class 4 contains 95465 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251374 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 244170 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 41960 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41417 members 
Mstep: Class 15 contains 34032 members 
Mstep: Class 16 contains 185407 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24636 members 
Mstep: Class 19 contains 123038 members 
Mstep: Class 20 contains 31111 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131063 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9941 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99723 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42231 members 
Mstep: Class 38 contains 22486 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57388 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987936.000000 Penalty: 158390.203125
Iteration 369Q: 45 clusters Score -2.259879e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174220 members 
Mstep: Class 4 contains 95464 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251376 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 244160 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 41960 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41417 members 
Mstep: Class 15 contains 34032 members 
Mstep: Class 16 contains 185409 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 123038 members 
Mstep: Class 20 contains 31122 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131061 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9945 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99717 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42234 members 
Mstep: Class 38 contains 22488 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57389 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987920.000000 Penalty: 158390.203125
Iteration 370Q: 45 clusters Score -2.259879e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174219 members 
Mstep: Class 4 contains 95463 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251374 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 244151 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60661 members 
Mstep: Class 12 contains 41962 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41417 members 
Mstep: Class 15 contains 34033 members 
Mstep: Class 16 contains 185411 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 123039 members 
Mstep: Class 20 contains 31133 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18284 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131061 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9949 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99710 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42237 members 
Mstep: Class 38 contains 22490 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57388 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 371Q: 45 clusters Score -2.25988e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174218 members 
Mstep: Class 4 contains 95462 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 244143 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41965 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41416 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185412 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 123038 members 
Mstep: Class 20 contains 31145 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131062 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9951 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99702 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42240 members 
Mstep: Class 38 contains 22490 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57387 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 372Q: 45 clusters Score -2.25988e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174219 members 
Mstep: Class 4 contains 95460 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 244123 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41965 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41415 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185410 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24637 members 
Mstep: Class 19 contains 123041 members 
Mstep: Class 20 contains 31163 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18282 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131064 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99695 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42251 members 
Mstep: Class 38 contains 22490 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57385 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 373Q: 45 clusters Score -2.25988e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174220 members 
Mstep: Class 4 contains 95455 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9141 members 
Mstep: Class 9 contains 244108 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 27175 members 
Mstep: Class 14 contains 41415 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185413 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123041 members 
Mstep: Class 20 contains 31182 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131068 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99682 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42256 members 
Mstep: Class 38 contains 22490 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57385 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987952.000000 Penalty: 158390.203125
Iteration 374Q: 45 clusters Score -2.25988e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174221 members 
Mstep: Class 4 contains 95452 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 244089 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27176 members 
Mstep: Class 14 contains 41415 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185416 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123040 members 
Mstep: Class 20 contains 31196 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131071 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11505 members 
Mstep: Class 32 contains 99672 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42265 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57384 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988048.000000 Penalty: 158390.203125
Iteration 375Q: 45 clusters Score -2.25988e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174220 members 
Mstep: Class 4 contains 95448 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251374 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 244071 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41975 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41415 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185419 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123041 members 
Mstep: Class 20 contains 31217 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 131072 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10740 members 
Mstep: Class 31 contains 11506 members 
Mstep: Class 32 contains 99661 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42273 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57383 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988112.000000 Penalty: 158390.203125
Iteration 376Q: 45 clusters Score -2.259881e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174219 members 
Mstep: Class 4 contains 95446 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 244048 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41414 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185420 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 31239 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 131072 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 22866 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10741 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99650 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42285 members 
Mstep: Class 38 contains 22491 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 377Q: 45 clusters Score -2.25988e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174221 members 
Mstep: Class 4 contains 95445 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 244021 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41975 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41415 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185419 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123044 members 
Mstep: Class 20 contains 31260 members 
Mstep: Class 21 contains 34175 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131072 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99636 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42301 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988048.000000 Penalty: 158390.203125
Iteration 378Q: 45 clusters Score -2.25988e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174221 members 
Mstep: Class 4 contains 95443 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 244005 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41978 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185421 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123044 members 
Mstep: Class 20 contains 31270 members 
Mstep: Class 21 contains 34175 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131073 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99626 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42316 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 379Q: 45 clusters Score -2.25988e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174220 members 
Mstep: Class 4 contains 95442 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 243984 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41979 members 
Mstep: Class 13 contains 27177 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123044 members 
Mstep: Class 20 contains 31286 members 
Mstep: Class 21 contains 34175 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131075 members 
Mstep: Class 26 contains 15389 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99617 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42329 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987984.000000 Penalty: 158390.203125
Iteration 380F: 45 clusters Score -2.25988e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174221 members 
Mstep: Class 4 contains 95442 members 
Mstep: Class 5 contains 22260 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 243965 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41977 members 
Mstep: Class 13 contains 27178 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123044 members 
Mstep: Class 20 contains 31304 members 
Mstep: Class 21 contains 34175 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99605 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42340 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 381Q: 45 clusters Score -2.25988e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95441 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 243955 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 27179 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123043 members 
Mstep: Class 20 contains 31314 members 
Mstep: Class 21 contains 34175 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99595 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42350 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988048.000000 Penalty: 158390.203125
Iteration 382Q: 45 clusters Score -2.25988e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174223 members 
Mstep: Class 4 contains 95440 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251375 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 243944 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41977 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41412 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123043 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 34175 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15390 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99588 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42360 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22517 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988112.000000 Penalty: 158390.203125
Iteration 383Q: 45 clusters Score -2.259881e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174223 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251376 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 243936 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123043 members 
Mstep: Class 20 contains 31326 members 
Mstep: Class 21 contains 34175 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15391 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99584 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42370 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988128.000000 Penalty: 158390.203125
Iteration 384Q: 45 clusters Score -2.259881e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174223 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 243928 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 31330 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15392 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10742 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99581 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42379 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988176.000000 Penalty: 158390.203125
Iteration 385Q: 45 clusters Score -2.259882e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 243922 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 31332 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10743 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99575 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42385 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988128.000000 Penalty: 158390.203125
Iteration 386Q: 45 clusters Score -2.259881e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 243914 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9952 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99570 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42395 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988176.000000 Penalty: 158390.203125
Iteration 387Q: 45 clusters Score -2.259882e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9138 members 
Mstep: Class 9 contains 243902 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41968 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 31347 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9953 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99567 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42402 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57382 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988128.000000 Penalty: 158390.203125
Iteration 388Q: 45 clusters Score -2.259881e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251376 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243889 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41969 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 185423 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123042 members 
Mstep: Class 20 contains 31355 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131075 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9956 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99563 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42410 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57383 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 389Q: 45 clusters Score -2.25988e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251376 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243883 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 185422 members 
Mstep: Class 17 contains 11154 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123044 members 
Mstep: Class 20 contains 31359 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131074 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22867 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9958 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99563 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42411 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57381 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 390Q: 45 clusters Score -2.25988e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174223 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251377 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243876 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 185423 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123044 members 
Mstep: Class 20 contains 31365 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131073 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22865 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99561 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42414 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57381 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987936.000000 Penalty: 158390.203125
Iteration 391Q: 45 clusters Score -2.259879e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243875 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34035 members 
Mstep: Class 16 contains 185424 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123043 members 
Mstep: Class 20 contains 31372 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131074 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1678 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99555 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42417 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57381 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 392Q: 45 clusters Score -2.25988e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243873 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185425 members 
Mstep: Class 17 contains 11150 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123043 members 
Mstep: Class 20 contains 31379 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131074 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22861 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99547 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10421 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42420 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57381 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987888.000000 Penalty: 158390.203125
Iteration 393Q: 45 clusters Score -2.259879e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243864 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123044 members 
Mstep: Class 20 contains 31386 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131075 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99545 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42424 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57381 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987904.000000 Penalty: 158390.203125
Iteration 394Q: 45 clusters Score -2.259879e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95438 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243860 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31390 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131075 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99541 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42425 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57381 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987904.000000 Penalty: 158390.203125
Iteration 395Q: 45 clusters Score -2.259879e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174223 members 
Mstep: Class 4 contains 95436 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243859 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60663 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31391 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131076 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99538 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42428 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57379 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987920.000000 Penalty: 158390.203125
Iteration 396Q: 45 clusters Score -2.259879e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243858 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31393 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99536 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42430 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57379 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987920.000000 Penalty: 158390.203125
Iteration 397Q: 45 clusters Score -2.259879e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243857 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31394 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99536 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42431 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57379 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987984.000000 Penalty: 158390.203125
Iteration 398Q: 45 clusters Score -2.25988e+08 nChanged 7
Entering ConstructFrom: 
Score: -225987984.000000 Penalty: 158390.203125
Entering ConstructFrom: 
Trying to split cluster 1 (33566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Entering Unmasked Estep 
Score: -3928638.250000 Penalty: 2584.474609
	Iteration 0F: 2 clusters Score -3928638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3905832.500000 Penalty: 5168.949219
	Iteration 0F: 3 clusters Score -3905832 nChanged 15191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3914176.000000 Penalty: 5168.949219
	Iteration 1F: 3 clusters Score -3914176 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -3914801.250000 Penalty: 5168.949219
	Iteration 2Q: 3 clusters Score -3914801 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3915599.750000 Penalty: 5168.949219
	Iteration 3F: 3 clusters Score -3915600 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3916620.250000 Penalty: 5168.949219
	Iteration 4F: 3 clusters Score -3916620 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3917784.500000 Penalty: 5168.949219
	Iteration 5F: 3 clusters Score -3917784 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3919085.250000 Penalty: 5168.949219
	Iteration 6F: 3 clusters Score -3919085 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3920331.750000 Penalty: 5168.949219
	Iteration 7F: 3 clusters Score -3920332 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3921409.500000 Penalty: 5168.949219
	Iteration 8F: 3 clusters Score -3921410 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3922179.750000 Penalty: 5168.949219
	Iteration 9Q: 3 clusters Score -3922180 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -3922828.000000 Penalty: 5168.949219
	Iteration 10Q: 3 clusters Score -3922828 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -3923378.250000 Penalty: 5168.949219
	Iteration 11Q: 3 clusters Score -3923378 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3923853.750000 Penalty: 5168.949219
	Iteration 12Q: 3 clusters Score -3923854 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3924275.750000 Penalty: 5168.949219
	Iteration 13Q: 3 clusters Score -3924276 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3924621.000000 Penalty: 5168.949219
	Iteration 14Q: 3 clusters Score -3924621 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3924982.750000 Penalty: 5168.949219
	Iteration 15Q: 3 clusters Score -3924983 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3925288.750000 Penalty: 5168.949219
	Iteration 16Q: 3 clusters Score -3925289 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3925539.250000 Penalty: 5168.949219
	Iteration 17Q: 3 clusters Score -3925539 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3925762.500000 Penalty: 5168.949219
	Iteration 18Q: 3 clusters Score -3925762 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3925946.500000 Penalty: 5168.949219
	Iteration 19Q: 3 clusters Score -3925946 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3926078.750000 Penalty: 5168.949219
	Iteration 20F: 3 clusters Score -3926079 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3926167.750000 Penalty: 5168.949219
	Iteration 21Q: 3 clusters Score -3926168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3926231.500000 Penalty: 5168.949219
	Iteration 22Q: 3 clusters Score -3926232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3926267.000000 Penalty: 5168.949219
	Iteration 23Q: 3 clusters Score -3926267 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3926316.750000 Penalty: 5168.949219
	Iteration 24Q: 3 clusters Score -3926317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3926345.250000 Penalty: 5168.949219
	Iteration 25Q: 3 clusters Score -3926345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3926373.250000 Penalty: 5168.949219
	Iteration 26Q: 3 clusters Score -3926373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3926401.750000 Penalty: 5168.949219
	Iteration 27Q: 3 clusters Score -3926402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3926422.750000 Penalty: 5168.949219
	Iteration 28Q: 3 clusters Score -3926423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3926436.750000 Penalty: 5168.949219
	Iteration 29Q: 3 clusters Score -3926437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3926454.750000 Penalty: 5168.949219
	Iteration 30Q: 3 clusters Score -3926455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3926466.750000 Penalty: 5168.949219
	Iteration 31Q: 3 clusters Score -3926467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3926473.750000 Penalty: 5168.949219
	Iteration 32Q: 3 clusters Score -3926474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3926481.750000 Penalty: 5168.949219
	Iteration 33Q: 3 clusters Score -3926482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3926498.500000 Penalty: 5168.949219
	Iteration 34Q: 3 clusters Score -3926498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3926513.750000 Penalty: 5168.949219
	Iteration 35Q: 3 clusters Score -3926514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3926512.250000 Penalty: 5168.949219
	Iteration 36Q: 3 clusters Score -3926512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3926511.250000 Penalty: 5168.949219
	Iteration 37Q: 3 clusters Score -3926511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3926524.750000 Penalty: 5168.949219
	Iteration 38Q: 3 clusters Score -3926525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3926521.000000 Penalty: 5168.949219
	Iteration 39Q: 3 clusters Score -3926521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3926520.500000 Penalty: 5168.949219
	Iteration 40F: 3 clusters Score -3926520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3926524.750000 Penalty: 5168.949219
	Iteration 41Q: 3 clusters Score -3926525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3926524.750000 Penalty: 5168.949219
	Iteration 42F: 3 clusters Score -3926525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -1067549.375000 Penalty: 2276.635986
	Iteration 0F: 2 clusters Score -1067549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1060033.125000 Penalty: 4553.271973
	Iteration 0F: 3 clusters Score -1060033 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1062427.000000 Penalty: 4553.271973
	Iteration 1F: 3 clusters Score -1062427 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1062899.625000 Penalty: 4553.271973
	Iteration 2F: 3 clusters Score -1062900 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1063293.500000 Penalty: 4553.271973
	Iteration 3F: 3 clusters Score -1063294 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1063691.125000 Penalty: 4553.271973
	Iteration 4F: 3 clusters Score -1063691 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1064048.250000 Penalty: 4553.271973
	Iteration 5F: 3 clusters Score -1064048 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1064361.500000 Penalty: 4553.271973
	Iteration 6F: 3 clusters Score -1064362 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1064683.500000 Penalty: 4553.271973
	Iteration 7Q: 3 clusters Score -1064684 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1065039.500000 Penalty: 4553.271973
	Iteration 8Q: 3 clusters Score -1065040 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1065382.500000 Penalty: 4553.271973
	Iteration 9Q: 3 clusters Score -1065382 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1065675.500000 Penalty: 4553.271973
	Iteration 10Q: 3 clusters Score -1065676 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1065947.875000 Penalty: 4553.271973
	Iteration 11Q: 3 clusters Score -1065948 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1066160.375000 Penalty: 4553.271973
	Iteration 12Q: 3 clusters Score -1066160 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1066332.250000 Penalty: 4553.271973
	Iteration 13Q: 3 clusters Score -1066332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1066462.375000 Penalty: 4553.271973
	Iteration 14Q: 3 clusters Score -1066462 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1066579.500000 Penalty: 4553.271973
	Iteration 15Q: 3 clusters Score -1066580 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1066672.500000 Penalty: 4553.271973
	Iteration 16Q: 3 clusters Score -1066672 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1066740.500000 Penalty: 4553.271973
	Iteration 17Q: 3 clusters Score -1066740 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1066790.125000 Penalty: 4553.271973
	Iteration 18Q: 3 clusters Score -1066790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1066814.750000 Penalty: 4553.271973
	Iteration 19Q: 3 clusters Score -1066815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1066836.250000 Penalty: 4553.271973
	Iteration 20F: 3 clusters Score -1066836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1066855.375000 Penalty: 4553.271973
	Iteration 21Q: 3 clusters Score -1066855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1066865.375000 Penalty: 4553.271973
	Iteration 22Q: 3 clusters Score -1066865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1066872.125000 Penalty: 4553.271973
	Iteration 23Q: 3 clusters Score -1066872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1066877.500000 Penalty: 4553.271973
	Iteration 24Q: 3 clusters Score -1066878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1066881.625000 Penalty: 4553.271973
	Iteration 25Q: 3 clusters Score -1066882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1066886.125000 Penalty: 4553.271973
	Iteration 26Q: 3 clusters Score -1066886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1066888.375000 Penalty: 4553.271973
	Iteration 27Q: 3 clusters Score -1066888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1066890.375000 Penalty: 4553.271973
	Iteration 28Q: 3 clusters Score -1066890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1066891.625000 Penalty: 4553.271973
	Iteration 29Q: 3 clusters Score -1066892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1066889.875000 Penalty: 4553.271973
	Iteration 30Q: 3 clusters Score -1066890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1066892.375000 Penalty: 4553.271973
	Iteration 31Q: 3 clusters Score -1066892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1066894.375000 Penalty: 4553.271973
	Iteration 32Q: 3 clusters Score -1066894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1066896.375000 Penalty: 4553.271973
	Iteration 33Q: 3 clusters Score -1066896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1066897.625000 Penalty: 4553.271973
	Iteration 34Q: 3 clusters Score -1066898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1066897.625000 Penalty: 4553.271973
	Iteration 35F: 3 clusters Score -1066898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (174222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174222 members 
Entering Unmasked Estep 
Score: -20180120.000000 Penalty: 2992.885254
	Iteration 0F: 2 clusters Score -2.018012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -20063588.000000 Penalty: 5985.770508
	Iteration 0F: 3 clusters Score -2.006359e+07 nChanged 83853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -20112586.000000 Penalty: 5985.770508
	Iteration 1F: 3 clusters Score -2.011259e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -20113574.000000 Penalty: 5985.770508
	Iteration 2Q: 3 clusters Score -2.011357e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -20115080.000000 Penalty: 5985.770508
	Iteration 3Q: 3 clusters Score -2.011508e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96929 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -20117020.000000 Penalty: 5985.770508
	Iteration 4Q: 3 clusters Score -2.011702e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 71362 members 
Entering Unmasked Estep 
Score: -20120716.000000 Penalty: 5985.770508
	Iteration 5Q: 3 clusters Score -2.012072e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111156 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -20126178.000000 Penalty: 5985.770508
	Iteration 6F: 3 clusters Score -2.012618e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121492 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -20133664.000000 Penalty: 5985.770508
	Iteration 7F: 3 clusters Score -2.013366e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133388 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -20143498.000000 Penalty: 5985.770508
	Iteration 8F: 3 clusters Score -2.01435e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -20153748.000000 Penalty: 5985.770508
	Iteration 9F: 3 clusters Score -2.015375e+07 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156041 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -20162696.000000 Penalty: 5985.770508
	Iteration 10F: 3 clusters Score -2.01627e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164085 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -20169588.000000 Penalty: 5985.770508
	Iteration 11Q: 3 clusters Score -2.016959e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169218 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -20173758.000000 Penalty: 5985.770508
	Iteration 12Q: 3 clusters Score -2.017376e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171795 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -20175864.000000 Penalty: 5985.770508
	Iteration 13Q: 3 clusters Score -2.017586e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -20176722.000000 Penalty: 5985.770508
	Iteration 14Q: 3 clusters Score -2.017672e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173388 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20177148.000000 Penalty: 5985.770508
	Iteration 15Q: 3 clusters Score -2.017715e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -20177304.000000 Penalty: 5985.770508
	Iteration 16Q: 3 clusters Score -2.01773e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -20177402.000000 Penalty: 5985.770508
	Iteration 17Q: 3 clusters Score -2.01774e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173706 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20177448.000000 Penalty: 5985.770508
	Iteration 18Q: 3 clusters Score -2.017745e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20177466.000000 Penalty: 5985.770508
	Iteration 19Q: 3 clusters Score -2.017747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173738 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -20177504.000000 Penalty: 5985.770508
	Iteration 20F: 3 clusters Score -2.01775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173755 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20177528.000000 Penalty: 5985.770508
	Iteration 21Q: 3 clusters Score -2.017753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173760 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20177542.000000 Penalty: 5985.770508
	Iteration 22Q: 3 clusters Score -2.017754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20177538.000000 Penalty: 5985.770508
	Iteration 23Q: 3 clusters Score -2.017754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173772 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -20177548.000000 Penalty: 5985.770508
	Iteration 24Q: 3 clusters Score -2.017755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173776 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -20177552.000000 Penalty: 5985.770508
	Iteration 25Q: 3 clusters Score -2.017755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173778 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -20177560.000000 Penalty: 5985.770508
	Iteration 26Q: 3 clusters Score -2.017756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173778 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -20177560.000000 Penalty: 5985.770508
	Iteration 27F: 3 clusters Score -2.017756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (95434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Entering Unmasked Estep 
Score: -11124476.000000 Penalty: 2843.615234
	Iteration 0F: 2 clusters Score -1.112448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -11060724.000000 Penalty: 5687.230469
	Iteration 0F: 3 clusters Score -1.106072e+07 nChanged 45215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -11086434.000000 Penalty: 5687.230469
	Iteration 1F: 3 clusters Score -1.108643e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -11087248.000000 Penalty: 5687.230469
	Iteration 2Q: 3 clusters Score -1.108725e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -11088235.000000 Penalty: 5687.230469
	Iteration 3Q: 3 clusters Score -1.108824e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -11089408.000000 Penalty: 5687.230469
	Iteration 4Q: 3 clusters Score -1.108941e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -11090898.000000 Penalty: 5687.230469
	Iteration 5Q: 3 clusters Score -1.10909e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -11092514.000000 Penalty: 5687.230469
	Iteration 6Q: 3 clusters Score -1.109251e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -11094161.000000 Penalty: 5687.230469
	Iteration 7Q: 3 clusters Score -1.109416e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -11095626.000000 Penalty: 5687.230469
	Iteration 8Q: 3 clusters Score -1.109563e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -11096878.000000 Penalty: 5687.230469
	Iteration 9Q: 3 clusters Score -1.109688e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -11097865.000000 Penalty: 5687.230469
	Iteration 10Q: 3 clusters Score -1.109786e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -11098543.000000 Penalty: 5687.230469
	Iteration 11Q: 3 clusters Score -1.109854e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -11099100.000000 Penalty: 5687.230469
	Iteration 12Q: 3 clusters Score -1.10991e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -11099611.000000 Penalty: 5687.230469
	Iteration 13Q: 3 clusters Score -1.109961e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -11100029.000000 Penalty: 5687.230469
	Iteration 14Q: 3 clusters Score -1.110003e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -11100677.000000 Penalty: 5687.230469
	Iteration 15Q: 3 clusters Score -1.110068e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -11101544.000000 Penalty: 5687.230469
	Iteration 16Q: 3 clusters Score -1.110154e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -11102795.000000 Penalty: 5687.230469
	Iteration 17Q: 3 clusters Score -1.11028e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -11104390.000000 Penalty: 5687.230469
	Iteration 18Q: 3 clusters Score -1.110439e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -11106214.000000 Penalty: 5687.230469
	Iteration 19Q: 3 clusters Score -1.110621e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -11107590.000000 Penalty: 5687.230469
	Iteration 20F: 3 clusters Score -1.110759e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -11108387.000000 Penalty: 5687.230469
	Iteration 21Q: 3 clusters Score -1.110839e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -11108775.000000 Penalty: 5687.230469
	Iteration 22Q: 3 clusters Score -1.110878e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -11109034.000000 Penalty: 5687.230469
	Iteration 23Q: 3 clusters Score -1.110903e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -11109262.000000 Penalty: 5687.230469
	Iteration 24Q: 3 clusters Score -1.110926e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -11109438.000000 Penalty: 5687.230469
	Iteration 25Q: 3 clusters Score -1.110944e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -11109606.000000 Penalty: 5687.230469
	Iteration 26Q: 3 clusters Score -1.110961e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -11109820.000000 Penalty: 5687.230469
	Iteration 27Q: 3 clusters Score -1.110982e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -11110037.000000 Penalty: 5687.230469
	Iteration 28Q: 3 clusters Score -1.111004e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -11110201.000000 Penalty: 5687.230469
	Iteration 29Q: 3 clusters Score -1.11102e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -11110407.000000 Penalty: 5687.230469
	Iteration 30Q: 3 clusters Score -1.111041e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -11110690.000000 Penalty: 5687.230469
	Iteration 31Q: 3 clusters Score -1.111069e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -11110960.000000 Penalty: 5687.230469
	Iteration 32Q: 3 clusters Score -1.111096e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63248 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -11111245.000000 Penalty: 5687.230469
	Iteration 33Q: 3 clusters Score -1.111124e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64389 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -11111580.000000 Penalty: 5687.230469
	Iteration 34Q: 3 clusters Score -1.111158e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -11111944.000000 Penalty: 5687.230469
	Iteration 35Q: 3 clusters Score -1.111194e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -11112258.000000 Penalty: 5687.230469
	Iteration 36Q: 3 clusters Score -1.111226e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -11112666.000000 Penalty: 5687.230469
	Iteration 37Q: 3 clusters Score -1.111267e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -11113200.000000 Penalty: 5687.230469
	Iteration 38Q: 3 clusters Score -1.11132e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70621 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -11113736.000000 Penalty: 5687.230469
	Iteration 39Q: 3 clusters Score -1.111374e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -11114305.000000 Penalty: 5687.230469
	Iteration 40F: 3 clusters Score -1.11143e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -11114984.000000 Penalty: 5687.230469
	Iteration 41Q: 3 clusters Score -1.111498e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74615 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -11115550.000000 Penalty: 5687.230469
	Iteration 42Q: 3 clusters Score -1.111555e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75861 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -11116118.000000 Penalty: 5687.230469
	Iteration 43Q: 3 clusters Score -1.111612e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -11116620.000000 Penalty: 5687.230469
	Iteration 44Q: 3 clusters Score -1.111662e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -11117040.000000 Penalty: 5687.230469
	Iteration 45Q: 3 clusters Score -1.111704e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -11117430.000000 Penalty: 5687.230469
	Iteration 46Q: 3 clusters Score -1.111743e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -11117795.000000 Penalty: 5687.230469
	Iteration 47Q: 3 clusters Score -1.11178e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -11118140.000000 Penalty: 5687.230469
	Iteration 48Q: 3 clusters Score -1.111814e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -11118453.000000 Penalty: 5687.230469
	Iteration 49Q: 3 clusters Score -1.111845e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -11118811.000000 Penalty: 5687.230469
	Iteration 50Q: 3 clusters Score -1.111881e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -11119065.000000 Penalty: 5687.230469
	Iteration 51Q: 3 clusters Score -1.111906e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -11119354.000000 Penalty: 5687.230469
	Iteration 52Q: 3 clusters Score -1.111935e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -11119603.000000 Penalty: 5687.230469
	Iteration 53Q: 3 clusters Score -1.11196e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -11119809.000000 Penalty: 5687.230469
	Iteration 54Q: 3 clusters Score -1.111981e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -11120066.000000 Penalty: 5687.230469
	Iteration 55Q: 3 clusters Score -1.112007e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87517 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -11120285.000000 Penalty: 5687.230469
	Iteration 56Q: 3 clusters Score -1.112028e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -11120542.000000 Penalty: 5687.230469
	Iteration 57Q: 3 clusters Score -1.112054e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88647 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -11120771.000000 Penalty: 5687.230469
	Iteration 58Q: 3 clusters Score -1.112077e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -11120925.000000 Penalty: 5687.230469
	Iteration 59Q: 3 clusters Score -1.112092e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -11121066.000000 Penalty: 5687.230469
	Iteration 60F: 3 clusters Score -1.112107e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -11121273.000000 Penalty: 5687.230469
	Iteration 61Q: 3 clusters Score -1.112127e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90441 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -11121373.000000 Penalty: 5687.230469
	Iteration 62Q: 3 clusters Score -1.112137e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -11121473.000000 Penalty: 5687.230469
	Iteration 63Q: 3 clusters Score -1.112147e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -11121593.000000 Penalty: 5687.230469
	Iteration 64Q: 3 clusters Score -1.112159e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11121689.000000 Penalty: 5687.230469
	Iteration 65Q: 3 clusters Score -1.112169e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11121740.000000 Penalty: 5687.230469
	Iteration 66Q: 3 clusters Score -1.112174e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91721 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -11121822.000000 Penalty: 5687.230469
	Iteration 67Q: 3 clusters Score -1.112182e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -11121866.000000 Penalty: 5687.230469
	Iteration 68Q: 3 clusters Score -1.112187e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92084 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -11121922.000000 Penalty: 5687.230469
	Iteration 69Q: 3 clusters Score -1.112192e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -11121970.000000 Penalty: 5687.230469
	Iteration 70Q: 3 clusters Score -1.112197e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -11121999.000000 Penalty: 5687.230469
	Iteration 71Q: 3 clusters Score -1.1122e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -11122051.000000 Penalty: 5687.230469
	Iteration 72Q: 3 clusters Score -1.112205e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92638 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -11122076.000000 Penalty: 5687.230469
	Iteration 73Q: 3 clusters Score -1.112208e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -11122088.000000 Penalty: 5687.230469
	Iteration 74Q: 3 clusters Score -1.112209e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -11122107.000000 Penalty: 5687.230469
	Iteration 75Q: 3 clusters Score -1.112211e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92887 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -11122149.000000 Penalty: 5687.230469
	Iteration 76Q: 3 clusters Score -1.112215e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92964 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -11122183.000000 Penalty: 5687.230469
	Iteration 77Q: 3 clusters Score -1.112218e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -11122176.000000 Penalty: 5687.230469
	Iteration 78Q: 3 clusters Score -1.112218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -11122206.000000 Penalty: 5687.230469
	Iteration 79Q: 3 clusters Score -1.112221e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93178 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -11122228.000000 Penalty: 5687.230469
	Iteration 80F: 3 clusters Score -1.112223e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93251 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -11122279.000000 Penalty: 5687.230469
	Iteration 81Q: 3 clusters Score -1.112228e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11122334.000000 Penalty: 5687.230469
	Iteration 82Q: 3 clusters Score -1.112233e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11122340.000000 Penalty: 5687.230469
	Iteration 83Q: 3 clusters Score -1.112234e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11122359.000000 Penalty: 5687.230469
	Iteration 84Q: 3 clusters Score -1.112236e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11122383.000000 Penalty: 5687.230469
	Iteration 85Q: 3 clusters Score -1.112238e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11122392.000000 Penalty: 5687.230469
	Iteration 86Q: 3 clusters Score -1.112239e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11122390.000000 Penalty: 5687.230469
	Iteration 87Q: 3 clusters Score -1.112239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93589 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11122403.000000 Penalty: 5687.230469
	Iteration 88Q: 3 clusters Score -1.11224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93619 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11122427.000000 Penalty: 5687.230469
	Iteration 89Q: 3 clusters Score -1.112243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -11122438.000000 Penalty: 5687.230469
	Iteration 90Q: 3 clusters Score -1.112244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -11122445.000000 Penalty: 5687.230469
	Iteration 91Q: 3 clusters Score -1.112244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93711 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -11122452.000000 Penalty: 5687.230469
	Iteration 92Q: 3 clusters Score -1.112245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93730 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -11122470.000000 Penalty: 5687.230469
	Iteration 93Q: 3 clusters Score -1.112247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11122482.000000 Penalty: 5687.230469
	Iteration 94Q: 3 clusters Score -1.112248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11122495.000000 Penalty: 5687.230469
	Iteration 95Q: 3 clusters Score -1.11225e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -11122500.000000 Penalty: 5687.230469
	Iteration 96Q: 3 clusters Score -1.11225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11122501.000000 Penalty: 5687.230469
	Iteration 97Q: 3 clusters Score -1.11225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11122496.000000 Penalty: 5687.230469
	Iteration 98Q: 3 clusters Score -1.11225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11122493.000000 Penalty: 5687.230469
	Iteration 99Q: 3 clusters Score -1.112249e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11122502.000000 Penalty: 5687.230469
	Iteration 100F: 3 clusters Score -1.11225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11122509.000000 Penalty: 5687.230469
	Iteration 101Q: 3 clusters Score -1.112251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93841 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11122506.000000 Penalty: 5687.230469
	Iteration 102Q: 3 clusters Score -1.112251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -11122495.000000 Penalty: 5687.230469
	Iteration 103Q: 3 clusters Score -1.11225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -11122492.000000 Penalty: 5687.230469
	Iteration 104Q: 3 clusters Score -1.112249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -11122503.000000 Penalty: 5687.230469
	Iteration 105Q: 3 clusters Score -1.11225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11122510.000000 Penalty: 5687.230469
	Iteration 106Q: 3 clusters Score -1.112251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11122492.000000 Penalty: 5687.230469
	Iteration 107Q: 3 clusters Score -1.112249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93886 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11122485.000000 Penalty: 5687.230469
	Iteration 108Q: 3 clusters Score -1.112248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11122491.000000 Penalty: 5687.230469
	Iteration 109Q: 3 clusters Score -1.112249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11122491.000000 Penalty: 5687.230469
	Iteration 110Q: 3 clusters Score -1.112249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -11122491.000000 Penalty: 5687.230469
	Iteration 111Q: 3 clusters Score -1.112249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93908 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11122503.000000 Penalty: 5687.230469
	Iteration 112Q: 3 clusters Score -1.11225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11122506.000000 Penalty: 5687.230469
	Iteration 113Q: 3 clusters Score -1.112251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11122502.000000 Penalty: 5687.230469
	Iteration 114Q: 3 clusters Score -1.11225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11122494.000000 Penalty: 5687.230469
	Iteration 115Q: 3 clusters Score -1.112249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11122500.000000 Penalty: 5687.230469
	Iteration 116Q: 3 clusters Score -1.11225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11122500.000000 Penalty: 5687.230469
	Iteration 117F: 3 clusters Score -1.11225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -2566863.500000 Penalty: 2482.626709
	Iteration 0F: 2 clusters Score -2566864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2551348.750000 Penalty: 4965.253418
	Iteration 0F: 3 clusters Score -2551349 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2556679.750000 Penalty: 4965.253418
	Iteration 1F: 3 clusters Score -2556680 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2557121.500000 Penalty: 4965.253418
	Iteration 2F: 3 clusters Score -2557122 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2557592.000000 Penalty: 4965.253418
	Iteration 3Q: 3 clusters Score -2557592 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2558053.750000 Penalty: 4965.253418
	Iteration 4Q: 3 clusters Score -2558054 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2558573.000000 Penalty: 4965.253418
	Iteration 5Q: 3 clusters Score -2558573 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2559162.250000 Penalty: 4965.253418
	Iteration 6Q: 3 clusters Score -2559162 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2559779.500000 Penalty: 4965.253418
	Iteration 7Q: 3 clusters Score -2559780 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2560408.750000 Penalty: 4965.253418
	Iteration 8Q: 3 clusters Score -2560409 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2561018.000000 Penalty: 4965.253418
	Iteration 9Q: 3 clusters Score -2561018 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2561630.500000 Penalty: 4965.253418
	Iteration 10Q: 3 clusters Score -2561630 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2562156.500000 Penalty: 4965.253418
	Iteration 11Q: 3 clusters Score -2562156 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2562651.500000 Penalty: 4965.253418
	Iteration 12Q: 3 clusters Score -2562652 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2563093.750000 Penalty: 4965.253418
	Iteration 13Q: 3 clusters Score -2563094 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2563475.500000 Penalty: 4965.253418
	Iteration 14Q: 3 clusters Score -2563476 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2563746.250000 Penalty: 4965.253418
	Iteration 15Q: 3 clusters Score -2563746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2563940.000000 Penalty: 4965.253418
	Iteration 16Q: 3 clusters Score -2563940 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2564082.750000 Penalty: 4965.253418
	Iteration 17Q: 3 clusters Score -2564083 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2564185.750000 Penalty: 4965.253418
	Iteration 18Q: 3 clusters Score -2564186 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2564272.500000 Penalty: 4965.253418
	Iteration 19Q: 3 clusters Score -2564272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2564334.000000 Penalty: 4965.253418
	Iteration 20F: 3 clusters Score -2564334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2564400.750000 Penalty: 4965.253418
	Iteration 21Q: 3 clusters Score -2564401 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2564474.250000 Penalty: 4965.253418
	Iteration 22Q: 3 clusters Score -2564474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2564532.000000 Penalty: 4965.253418
	Iteration 23Q: 3 clusters Score -2564532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2564572.250000 Penalty: 4965.253418
	Iteration 24Q: 3 clusters Score -2564572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2564599.750000 Penalty: 4965.253418
	Iteration 25Q: 3 clusters Score -2564600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2564621.250000 Penalty: 4965.253418
	Iteration 26Q: 3 clusters Score -2564621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2564633.250000 Penalty: 4965.253418
	Iteration 27Q: 3 clusters Score -2564633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2564647.750000 Penalty: 4965.253418
	Iteration 28Q: 3 clusters Score -2564648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2564658.250000 Penalty: 4965.253418
	Iteration 29Q: 3 clusters Score -2564658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2564673.000000 Penalty: 4965.253418
	Iteration 30Q: 3 clusters Score -2564673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2564672.000000 Penalty: 4965.253418
	Iteration 31Q: 3 clusters Score -2564672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2564671.250000 Penalty: 4965.253418
	Iteration 32Q: 3 clusters Score -2564671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2564676.000000 Penalty: 4965.253418
	Iteration 33Q: 3 clusters Score -2564676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2564681.000000 Penalty: 4965.253418
	Iteration 34Q: 3 clusters Score -2564681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2564691.000000 Penalty: 4965.253418
	Iteration 35Q: 3 clusters Score -2564691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2564694.750000 Penalty: 4965.253418
	Iteration 36Q: 3 clusters Score -2564695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2564695.750000 Penalty: 4965.253418
	Iteration 37Q: 3 clusters Score -2564696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2564701.500000 Penalty: 4965.253418
	Iteration 38Q: 3 clusters Score -2564702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2564703.500000 Penalty: 4965.253418
	Iteration 39Q: 3 clusters Score -2564704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2564701.000000 Penalty: 4965.253418
	Iteration 40F: 3 clusters Score -2564701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2564707.750000 Penalty: 4965.253418
	Iteration 41Q: 3 clusters Score -2564708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2564712.750000 Penalty: 4965.253418
	Iteration 42Q: 3 clusters Score -2564713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2564715.000000 Penalty: 4965.253418
	Iteration 43Q: 3 clusters Score -2564715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2564720.250000 Penalty: 4965.253418
	Iteration 44Q: 3 clusters Score -2564720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2564724.500000 Penalty: 4965.253418
	Iteration 45Q: 3 clusters Score -2564724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2564724.750000 Penalty: 4965.253418
	Iteration 46Q: 3 clusters Score -2564725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2564727.000000 Penalty: 4965.253418
	Iteration 47Q: 3 clusters Score -2564727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2564728.750000 Penalty: 4965.253418
	Iteration 48Q: 3 clusters Score -2564729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2564728.000000 Penalty: 4965.253418
	Iteration 49Q: 3 clusters Score -2564728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2564731.750000 Penalty: 4965.253418
	Iteration 50Q: 3 clusters Score -2564732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2564730.500000 Penalty: 4965.253418
	Iteration 51Q: 3 clusters Score -2564730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2564736.750000 Penalty: 4965.253418
	Iteration 52Q: 3 clusters Score -2564737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2564739.750000 Penalty: 4965.253418
	Iteration 53Q: 3 clusters Score -2564740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2564740.500000 Penalty: 4965.253418
	Iteration 54Q: 3 clusters Score -2564740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2564740.500000 Penalty: 4965.253418
	Iteration 55F: 3 clusters Score -2564740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (251380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251380 members 
Entering Unmasked Estep 
Score: -29376212.000000 Penalty: 3083.810791
	Iteration 0F: 2 clusters Score -2.937621e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126000 members 
Mstep: Class 2 contains 125380 members 
Entering Unmasked Estep 
Score: -29225072.000000 Penalty: 6167.621582
	Iteration 0F: 3 clusters Score -2.922507e+07 nChanged 121556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132996 members 
Mstep: Class 2 contains 118384 members 
Entering Unmasked Estep 
Score: -29296096.000000 Penalty: 6167.621582
	Iteration 1F: 3 clusters Score -2.92961e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137809 members 
Mstep: Class 2 contains 113571 members 
Entering Unmasked Estep 
Score: -29298090.000000 Penalty: 6167.621582
	Iteration 2Q: 3 clusters Score -2.929809e+07 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145410 members 
Mstep: Class 2 contains 105970 members 
Entering Unmasked Estep 
Score: -29301190.000000 Penalty: 6167.621582
	Iteration 3Q: 3 clusters Score -2.930119e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 94178 members 
Entering Unmasked Estep 
Score: -29306904.000000 Penalty: 6167.621582
	Iteration 4F: 3 clusters Score -2.93069e+07 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174639 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -29317724.000000 Penalty: 6167.621582
	Iteration 5F: 3 clusters Score -2.931772e+07 nChanged 22848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197257 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -29332764.000000 Penalty: 6167.621582
	Iteration 6F: 3 clusters Score -2.933276e+07 nChanged 22471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219578 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -29349140.000000 Penalty: 6167.621582
	Iteration 7F: 3 clusters Score -2.934914e+07 nChanged 16535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236079 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -29361582.000000 Penalty: 6167.621582
	Iteration 8F: 3 clusters Score -2.936158e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245084 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -29368522.000000 Penalty: 6167.621582
	Iteration 9Q: 3 clusters Score -2.936852e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249043 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -29371700.000000 Penalty: 6167.621582
	Iteration 10Q: 3 clusters Score -2.93717e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250466 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -29372882.000000 Penalty: 6167.621582
	Iteration 11Q: 3 clusters Score -2.937288e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250872 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -29373300.000000 Penalty: 6167.621582
	Iteration 12Q: 3 clusters Score -2.93733e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250986 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29373428.000000 Penalty: 6167.621582
	Iteration 13Q: 3 clusters Score -2.937343e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251026 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29373488.000000 Penalty: 6167.621582
	Iteration 14Q: 3 clusters Score -2.937349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251052 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -29373532.000000 Penalty: 6167.621582
	Iteration 15Q: 3 clusters Score -2.937353e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251069 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29373574.000000 Penalty: 6167.621582
	Iteration 16Q: 3 clusters Score -2.937357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251076 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -29373596.000000 Penalty: 6167.621582
	Iteration 17Q: 3 clusters Score -2.93736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251082 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -29373616.000000 Penalty: 6167.621582
	Iteration 18Q: 3 clusters Score -2.937362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251080 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29373626.000000 Penalty: 6167.621582
	Iteration 19Q: 3 clusters Score -2.937363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251080 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29373634.000000 Penalty: 6167.621582
	Iteration 20F: 3 clusters Score -2.937363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -91878.507812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -91878.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90070.093750 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -90070.09 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -90454.640625 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -90454.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90770.070312 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -90770.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90979.007812 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -90979.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91070.632812 Penalty: 3347.965820
	Iteration 4F: 3 clusters Score -91070.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91159.921875 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -91159.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91232.945312 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -91232.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91278.398438 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -91278.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91306.562500 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -91306.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91309.382812 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -91309.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91315.898438 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -91315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -91317.656250 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -91317.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -91320.000000 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -91320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91323.882812 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -91323.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91323.882812 Penalty: 3347.965820
	Iteration 14F: 3 clusters Score -91323.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Entering Unmasked Estep 
Score: -999091.625000 Penalty: 2261.863037
	Iteration 0F: 2 clusters Score -999091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -991946.625000 Penalty: 4523.726074
	Iteration 0F: 3 clusters Score -991946.6 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -993994.000000 Penalty: 4523.726074
	Iteration 1F: 3 clusters Score -993994 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -994341.250000 Penalty: 4523.726074
	Iteration 2F: 3 clusters Score -994341.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -994616.562500 Penalty: 4523.726074
	Iteration 3F: 3 clusters Score -994616.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -994868.875000 Penalty: 4523.726074
	Iteration 4Q: 3 clusters Score -994868.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -995137.000000 Penalty: 4523.726074
	Iteration 5Q: 3 clusters Score -995137 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -995400.375000 Penalty: 4523.726074
	Iteration 6F: 3 clusters Score -995400.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -995636.687500 Penalty: 4523.726074
	Iteration 7Q: 3 clusters Score -995636.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -995887.937500 Penalty: 4523.726074
	Iteration 8Q: 3 clusters Score -995887.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -996153.812500 Penalty: 4523.726074
	Iteration 9Q: 3 clusters Score -996153.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -996415.125000 Penalty: 4523.726074
	Iteration 10Q: 3 clusters Score -996415.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -996686.687500 Penalty: 4523.726074
	Iteration 11Q: 3 clusters Score -996686.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -996937.375000 Penalty: 4523.726074
	Iteration 12Q: 3 clusters Score -996937.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -997121.812500 Penalty: 4523.726074
	Iteration 13Q: 3 clusters Score -997121.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -997237.062500 Penalty: 4523.726074
	Iteration 14Q: 3 clusters Score -997237.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -997316.250000 Penalty: 4523.726074
	Iteration 15Q: 3 clusters Score -997316.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -997370.437500 Penalty: 4523.726074
	Iteration 16Q: 3 clusters Score -997370.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -997395.625000 Penalty: 4523.726074
	Iteration 17Q: 3 clusters Score -997395.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -997419.250000 Penalty: 4523.726074
	Iteration 18Q: 3 clusters Score -997419.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -997437.687500 Penalty: 4523.726074
	Iteration 19Q: 3 clusters Score -997437.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -997448.812500 Penalty: 4523.726074
	Iteration 20F: 3 clusters Score -997448.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -997461.312500 Penalty: 4523.726074
	Iteration 21Q: 3 clusters Score -997461.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -997465.187500 Penalty: 4523.726074
	Iteration 22Q: 3 clusters Score -997465.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -997472.687500 Penalty: 4523.726074
	Iteration 23Q: 3 clusters Score -997472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -997477.687500 Penalty: 4523.726074
	Iteration 24Q: 3 clusters Score -997477.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -997482.625000 Penalty: 4523.726074
	Iteration 25Q: 3 clusters Score -997482.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -997487.937500 Penalty: 4523.726074
	Iteration 26Q: 3 clusters Score -997487.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -997494.875000 Penalty: 4523.726074
	Iteration 27Q: 3 clusters Score -997494.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -997499.562500 Penalty: 4523.726074
	Iteration 28Q: 3 clusters Score -997499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -997506.000000 Penalty: 4523.726074
	Iteration 29Q: 3 clusters Score -997506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -997514.937500 Penalty: 4523.726074
	Iteration 30Q: 3 clusters Score -997514.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -997521.000000 Penalty: 4523.726074
	Iteration 31Q: 3 clusters Score -997521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -997529.375000 Penalty: 4523.726074
	Iteration 32Q: 3 clusters Score -997529.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -997536.000000 Penalty: 4523.726074
	Iteration 33Q: 3 clusters Score -997536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -997543.312500 Penalty: 4523.726074
	Iteration 34Q: 3 clusters Score -997543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -997548.937500 Penalty: 4523.726074
	Iteration 35Q: 3 clusters Score -997548.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -997553.375000 Penalty: 4523.726074
	Iteration 36Q: 3 clusters Score -997553.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -997563.062500 Penalty: 4523.726074
	Iteration 37Q: 3 clusters Score -997563.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -997567.187500 Penalty: 4523.726074
	Iteration 38Q: 3 clusters Score -997567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -997571.000000 Penalty: 4523.726074
	Iteration 39Q: 3 clusters Score -997571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -997575.187500 Penalty: 4523.726074
	Iteration 40F: 3 clusters Score -997575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -997578.375000 Penalty: 4523.726074
	Iteration 41Q: 3 clusters Score -997578.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -997582.500000 Penalty: 4523.726074
	Iteration 42Q: 3 clusters Score -997582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -997583.250000 Penalty: 4523.726074
	Iteration 43Q: 3 clusters Score -997583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -997583.437500 Penalty: 4523.726074
	Iteration 44Q: 3 clusters Score -997583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -997585.750000 Penalty: 4523.726074
	Iteration 45Q: 3 clusters Score -997585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -997585.625000 Penalty: 4523.726074
	Iteration 46Q: 3 clusters Score -997585.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -997585.500000 Penalty: 4523.726074
	Iteration 47Q: 3 clusters Score -997585.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -997587.000000 Penalty: 4523.726074
	Iteration 48Q: 3 clusters Score -997587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -997585.812500 Penalty: 4523.726074
	Iteration 49Q: 3 clusters Score -997585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -997585.812500 Penalty: 4523.726074
	Iteration 50F: 3 clusters Score -997585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (243858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243858 members 
Entering Unmasked Estep 
Score: -28468610.000000 Penalty: 3076.276855
	Iteration 0F: 2 clusters Score -2.846861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121493 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -28324338.000000 Penalty: 6152.553711
	Iteration 0F: 3 clusters Score -2.832434e+07 nChanged 117772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111707 members 
Mstep: Class 2 contains 132151 members 
Entering Unmasked Estep 
Score: -28394854.000000 Penalty: 6152.553711
	Iteration 1F: 3 clusters Score -2.839485e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 138194 members 
Entering Unmasked Estep 
Score: -28397340.000000 Penalty: 6152.553711
	Iteration 2Q: 3 clusters Score -2.839734e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 147742 members 
Entering Unmasked Estep 
Score: -28401758.000000 Penalty: 6152.553711
	Iteration 3Q: 3 clusters Score -2.840176e+07 nChanged 14979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 162087 members 
Entering Unmasked Estep 
Score: -28409698.000000 Penalty: 6152.553711
	Iteration 4F: 3 clusters Score -2.84097e+07 nChanged 19786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 181547 members 
Entering Unmasked Estep 
Score: -28421660.000000 Penalty: 6152.553711
	Iteration 5F: 3 clusters Score -2.842166e+07 nChanged 22033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 203348 members 
Entering Unmasked Estep 
Score: -28436484.000000 Penalty: 6152.553711
	Iteration 6F: 3 clusters Score -2.843648e+07 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 222066 members 
Entering Unmasked Estep 
Score: -28449600.000000 Penalty: 6152.553711
	Iteration 7F: 3 clusters Score -2.84496e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 233784 members 
Entering Unmasked Estep 
Score: -28458214.000000 Penalty: 6152.553711
	Iteration 8Q: 3 clusters Score -2.845821e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 239529 members 
Entering Unmasked Estep 
Score: -28462590.000000 Penalty: 6152.553711
	Iteration 9Q: 3 clusters Score -2.846259e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 241903 members 
Entering Unmasked Estep 
Score: -28464498.000000 Penalty: 6152.553711
	Iteration 10Q: 3 clusters Score -2.84645e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 242784 members 
Entering Unmasked Estep 
Score: -28465288.000000 Penalty: 6152.553711
	Iteration 11Q: 3 clusters Score -2.846529e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 243125 members 
Entering Unmasked Estep 
Score: -28465644.000000 Penalty: 6152.553711
	Iteration 12Q: 3 clusters Score -2.846564e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 243243 members 
Entering Unmasked Estep 
Score: -28465734.000000 Penalty: 6152.553711
	Iteration 13Q: 3 clusters Score -2.846573e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 243290 members 
Entering Unmasked Estep 
Score: -28465832.000000 Penalty: 6152.553711
	Iteration 14Q: 3 clusters Score -2.846583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 243308 members 
Entering Unmasked Estep 
Score: -28465892.000000 Penalty: 6152.553711
	Iteration 15Q: 3 clusters Score -2.846589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 243311 members 
Entering Unmasked Estep 
Score: -28465936.000000 Penalty: 6152.553711
	Iteration 16Q: 3 clusters Score -2.846594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 243311 members 
Entering Unmasked Estep 
Score: -28465958.000000 Penalty: 6152.553711
	Iteration 17Q: 3 clusters Score -2.846596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 243313 members 
Entering Unmasked Estep 
Score: -28465980.000000 Penalty: 6152.553711
	Iteration 18Q: 3 clusters Score -2.846598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 243312 members 
Entering Unmasked Estep 
Score: -28465968.000000 Penalty: 6152.553711
	Iteration 19Q: 3 clusters Score -2.846597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 243315 members 
Entering Unmasked Estep 
Score: -28465972.000000 Penalty: 6152.553711
	Iteration 20F: 3 clusters Score -2.846597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 243316 members 
Entering Unmasked Estep 
Score: -28465976.000000 Penalty: 6152.553711
	Iteration 21Q: 3 clusters Score -2.846598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 243318 members 
Entering Unmasked Estep 
Score: -28465982.000000 Penalty: 6152.553711
	Iteration 22Q: 3 clusters Score -2.846598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 243317 members 
Entering Unmasked Estep 
Score: -28465990.000000 Penalty: 6152.553711
	Iteration 23Q: 3 clusters Score -2.846599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 243319 members 
Entering Unmasked Estep 
Score: -28465998.000000 Penalty: 6152.553711
	Iteration 24Q: 3 clusters Score -2.8466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 243317 members 
Entering Unmasked Estep 
Score: -28465984.000000 Penalty: 6152.553711
	Iteration 25Q: 3 clusters Score -2.846598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 243316 members 
Entering Unmasked Estep 
Score: -28465996.000000 Penalty: 6152.553711
	Iteration 26Q: 3 clusters Score -2.8466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 243319 members 
Entering Unmasked Estep 
Score: -28465988.000000 Penalty: 6152.553711
	Iteration 27Q: 3 clusters Score -2.846599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 243324 members 
Entering Unmasked Estep 
Score: -28465984.000000 Penalty: 6152.553711
	Iteration 28Q: 3 clusters Score -2.846598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 243325 members 
Entering Unmasked Estep 
Score: -28466008.000000 Penalty: 6152.553711
	Iteration 29Q: 3 clusters Score -2.846601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 243324 members 
Entering Unmasked Estep 
Score: -28465996.000000 Penalty: 6152.553711
	Iteration 30Q: 3 clusters Score -2.8466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 243324 members 
Entering Unmasked Estep 
Score: -28465996.000000 Penalty: 6152.553711
	Iteration 31F: 3 clusters Score -2.8466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1852932.125000 Penalty: 2395.018311
	Iteration 0F: 2 clusters Score -1852932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1841612.500000 Penalty: 4790.036621
	Iteration 0F: 3 clusters Score -1841612 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1845441.500000 Penalty: 4790.036621
	Iteration 1F: 3 clusters Score -1845442 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1846145.875000 Penalty: 4790.036621
	Iteration 2F: 3 clusters Score -1846146 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1846843.250000 Penalty: 4790.036621
	Iteration 3F: 3 clusters Score -1846843 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1847611.125000 Penalty: 4790.036621
	Iteration 4F: 3 clusters Score -1847611 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1848310.125000 Penalty: 4790.036621
	Iteration 5F: 3 clusters Score -1848310 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1848829.625000 Penalty: 4790.036621
	Iteration 6F: 3 clusters Score -1848830 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1849191.750000 Penalty: 4790.036621
	Iteration 7Q: 3 clusters Score -1849192 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1849509.125000 Penalty: 4790.036621
	Iteration 8Q: 3 clusters Score -1849509 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1849739.500000 Penalty: 4790.036621
	Iteration 9Q: 3 clusters Score -1849740 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1849897.500000 Penalty: 4790.036621
	Iteration 10Q: 3 clusters Score -1849898 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1850035.875000 Penalty: 4790.036621
	Iteration 11Q: 3 clusters Score -1850036 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1850158.750000 Penalty: 4790.036621
	Iteration 12Q: 3 clusters Score -1850159 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1850267.625000 Penalty: 4790.036621
	Iteration 13Q: 3 clusters Score -1850268 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1850352.875000 Penalty: 4790.036621
	Iteration 14Q: 3 clusters Score -1850353 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1850446.125000 Penalty: 4790.036621
	Iteration 15Q: 3 clusters Score -1850446 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1850533.500000 Penalty: 4790.036621
	Iteration 16Q: 3 clusters Score -1850534 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1850587.750000 Penalty: 4790.036621
	Iteration 17Q: 3 clusters Score -1850588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1850637.000000 Penalty: 4790.036621
	Iteration 18Q: 3 clusters Score -1850637 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1850677.250000 Penalty: 4790.036621
	Iteration 19Q: 3 clusters Score -1850677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1850708.250000 Penalty: 4790.036621
	Iteration 20F: 3 clusters Score -1850708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1850746.750000 Penalty: 4790.036621
	Iteration 21Q: 3 clusters Score -1850747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1850783.250000 Penalty: 4790.036621
	Iteration 22Q: 3 clusters Score -1850783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1850808.375000 Penalty: 4790.036621
	Iteration 23Q: 3 clusters Score -1850808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1850837.000000 Penalty: 4790.036621
	Iteration 24Q: 3 clusters Score -1850837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1850846.375000 Penalty: 4790.036621
	Iteration 25Q: 3 clusters Score -1850846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1850866.875000 Penalty: 4790.036621
	Iteration 26Q: 3 clusters Score -1850867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1850881.750000 Penalty: 4790.036621
	Iteration 27Q: 3 clusters Score -1850882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1850904.500000 Penalty: 4790.036621
	Iteration 28Q: 3 clusters Score -1850904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1850920.875000 Penalty: 4790.036621
	Iteration 29Q: 3 clusters Score -1850921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1850926.125000 Penalty: 4790.036621
	Iteration 30Q: 3 clusters Score -1850926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1850938.500000 Penalty: 4790.036621
	Iteration 31Q: 3 clusters Score -1850938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1850948.125000 Penalty: 4790.036621
	Iteration 32Q: 3 clusters Score -1850948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1850951.250000 Penalty: 4790.036621
	Iteration 33Q: 3 clusters Score -1850951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1850958.625000 Penalty: 4790.036621
	Iteration 34Q: 3 clusters Score -1850959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1850965.375000 Penalty: 4790.036621
	Iteration 35Q: 3 clusters Score -1850965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1850970.125000 Penalty: 4790.036621
	Iteration 36Q: 3 clusters Score -1850970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1850973.375000 Penalty: 4790.036621
	Iteration 37Q: 3 clusters Score -1850973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1850974.750000 Penalty: 4790.036621
	Iteration 38Q: 3 clusters Score -1850975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1850977.500000 Penalty: 4790.036621
	Iteration 39Q: 3 clusters Score -1850978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1850983.875000 Penalty: 4790.036621
	Iteration 40F: 3 clusters Score -1850984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1850983.250000 Penalty: 4790.036621
	Iteration 41Q: 3 clusters Score -1850983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1850984.875000 Penalty: 4790.036621
	Iteration 42Q: 3 clusters Score -1850985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1850984.250000 Penalty: 4790.036621
	Iteration 43Q: 3 clusters Score -1850984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1850982.000000 Penalty: 4790.036621
	Iteration 44Q: 3 clusters Score -1850982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1850985.000000 Penalty: 4790.036621
	Iteration 45Q: 3 clusters Score -1850985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -1850985.875000 Penalty: 4790.036621
	Iteration 46Q: 3 clusters Score -1850986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1850986.875000 Penalty: 4790.036621
	Iteration 47Q: 3 clusters Score -1850987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1850990.375000 Penalty: 4790.036621
	Iteration 48Q: 3 clusters Score -1850990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -1850993.625000 Penalty: 4790.036621
	Iteration 49Q: 3 clusters Score -1850994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1850990.125000 Penalty: 4790.036621
	Iteration 50Q: 3 clusters Score -1850990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1850992.625000 Penalty: 4790.036621
	Iteration 51Q: 3 clusters Score -1850993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -1850989.625000 Penalty: 4790.036621
	Iteration 52Q: 3 clusters Score -1850990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1850991.375000 Penalty: 4790.036621
	Iteration 53Q: 3 clusters Score -1850991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1850992.000000 Penalty: 4790.036621
	Iteration 54Q: 3 clusters Score -1850992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1850991.375000 Penalty: 4790.036621
	Iteration 55Q: 3 clusters Score -1850991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1850992.125000 Penalty: 4790.036621
	Iteration 56Q: 3 clusters Score -1850992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1850993.375000 Penalty: 4790.036621
	Iteration 57Q: 3 clusters Score -1850993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1850996.750000 Penalty: 4790.036621
	Iteration 58Q: 3 clusters Score -1850997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1850999.375000 Penalty: 4790.036621
	Iteration 59Q: 3 clusters Score -1850999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1850994.875000 Penalty: 4790.036621
	Iteration 60F: 3 clusters Score -1850995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1850996.625000 Penalty: 4790.036621
	Iteration 61Q: 3 clusters Score -1850997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1850995.375000 Penalty: 4790.036621
	Iteration 62Q: 3 clusters Score -1850995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1850999.125000 Penalty: 4790.036621
	Iteration 63Q: 3 clusters Score -1850999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1851000.875000 Penalty: 4790.036621
	Iteration 64Q: 3 clusters Score -1851001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1851001.125000 Penalty: 4790.036621
	Iteration 65Q: 3 clusters Score -1851001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1851002.875000 Penalty: 4790.036621
	Iteration 66Q: 3 clusters Score -1851003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1851001.750000 Penalty: 4790.036621
	Iteration 67Q: 3 clusters Score -1851002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1851001.750000 Penalty: 4790.036621
	Iteration 68F: 3 clusters Score -1851002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Entering Unmasked Estep 
Score: -7029040.500000 Penalty: 2731.242188
	Iteration 0F: 2 clusters Score -7029040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -6988462.000000 Penalty: 5462.484375
	Iteration 0F: 3 clusters Score -6988462 nChanged 28223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -7004182.500000 Penalty: 5462.484375
	Iteration 1F: 3 clusters Score -7004182 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -7004965.000000 Penalty: 5462.484375
	Iteration 2Q: 3 clusters Score -7004965 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -7005950.500000 Penalty: 5462.484375
	Iteration 3Q: 3 clusters Score -7005950 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -7007325.500000 Penalty: 5462.484375
	Iteration 4F: 3 clusters Score -7007326 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -7009363.500000 Penalty: 5462.484375
	Iteration 5F: 3 clusters Score -7009364 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7012052.000000 Penalty: 5462.484375
	Iteration 6F: 3 clusters Score -7012052 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -7015165.500000 Penalty: 5462.484375
	Iteration 7F: 3 clusters Score -7015166 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -7018171.500000 Penalty: 5462.484375
	Iteration 8F: 3 clusters Score -7018172 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -7020879.500000 Penalty: 5462.484375
	Iteration 9F: 3 clusters Score -7020880 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -7023082.000000 Penalty: 5462.484375
	Iteration 10F: 3 clusters Score -7023082 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -7024717.500000 Penalty: 5462.484375
	Iteration 11Q: 3 clusters Score -7024718 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7025849.000000 Penalty: 5462.484375
	Iteration 12Q: 3 clusters Score -7025849 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7026622.000000 Penalty: 5462.484375
	Iteration 13Q: 3 clusters Score -7026622 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7027111.000000 Penalty: 5462.484375
	Iteration 14Q: 3 clusters Score -7027111 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7027346.000000 Penalty: 5462.484375
	Iteration 15Q: 3 clusters Score -7027346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7027489.500000 Penalty: 5462.484375
	Iteration 16Q: 3 clusters Score -7027490 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7027588.000000 Penalty: 5462.484375
	Iteration 17Q: 3 clusters Score -7027588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7027642.000000 Penalty: 5462.484375
	Iteration 18Q: 3 clusters Score -7027642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58861 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7027668.500000 Penalty: 5462.484375
	Iteration 19Q: 3 clusters Score -7027668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7027665.500000 Penalty: 5462.484375
	Iteration 20F: 3 clusters Score -7027666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7027684.500000 Penalty: 5462.484375
	Iteration 21Q: 3 clusters Score -7027684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7027704.500000 Penalty: 5462.484375
	Iteration 22Q: 3 clusters Score -7027704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7027711.500000 Penalty: 5462.484375
	Iteration 23Q: 3 clusters Score -7027712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7027716.500000 Penalty: 5462.484375
	Iteration 24Q: 3 clusters Score -7027716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7027720.000000 Penalty: 5462.484375
	Iteration 25Q: 3 clusters Score -7027720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7027723.000000 Penalty: 5462.484375
	Iteration 26Q: 3 clusters Score -7027723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7027739.500000 Penalty: 5462.484375
	Iteration 27Q: 3 clusters Score -7027740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7027755.500000 Penalty: 5462.484375
	Iteration 28Q: 3 clusters Score -7027756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7027764.000000 Penalty: 5462.484375
	Iteration 29Q: 3 clusters Score -7027764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7027768.000000 Penalty: 5462.484375
	Iteration 30Q: 3 clusters Score -7027768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7027763.000000 Penalty: 5462.484375
	Iteration 31Q: 3 clusters Score -7027763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7027775.000000 Penalty: 5462.484375
	Iteration 32Q: 3 clusters Score -7027775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7027776.500000 Penalty: 5462.484375
	Iteration 33Q: 3 clusters Score -7027776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7027766.500000 Penalty: 5462.484375
	Iteration 34Q: 3 clusters Score -7027766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7027767.500000 Penalty: 5462.484375
	Iteration 35Q: 3 clusters Score -7027768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7027774.000000 Penalty: 5462.484375
	Iteration 36Q: 3 clusters Score -7027774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59225 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7027771.500000 Penalty: 5462.484375
	Iteration 37Q: 3 clusters Score -7027772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59226 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7027777.000000 Penalty: 5462.484375
	Iteration 38Q: 3 clusters Score -7027777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7027775.000000 Penalty: 5462.484375
	Iteration 39Q: 3 clusters Score -7027775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7027783.000000 Penalty: 5462.484375
	Iteration 40F: 3 clusters Score -7027783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7027779.500000 Penalty: 5462.484375
	Iteration 41Q: 3 clusters Score -7027780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7027785.000000 Penalty: 5462.484375
	Iteration 42Q: 3 clusters Score -7027785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7027779.500000 Penalty: 5462.484375
	Iteration 43Q: 3 clusters Score -7027780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7027784.000000 Penalty: 5462.484375
	Iteration 44Q: 3 clusters Score -7027784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7027786.500000 Penalty: 5462.484375
	Iteration 45Q: 3 clusters Score -7027786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7027787.500000 Penalty: 5462.484375
	Iteration 46Q: 3 clusters Score -7027788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7027794.500000 Penalty: 5462.484375
	Iteration 47Q: 3 clusters Score -7027794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7027793.500000 Penalty: 5462.484375
	Iteration 48Q: 3 clusters Score -7027794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7027797.500000 Penalty: 5462.484375
	Iteration 49Q: 3 clusters Score -7027798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7027788.500000 Penalty: 5462.484375
	Iteration 50Q: 3 clusters Score -7027788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7027796.500000 Penalty: 5462.484375
	Iteration 51Q: 3 clusters Score -7027796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7027792.000000 Penalty: 5462.484375
	Iteration 52Q: 3 clusters Score -7027792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7027802.500000 Penalty: 5462.484375
	Iteration 53Q: 3 clusters Score -7027802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7027802.000000 Penalty: 5462.484375
	Iteration 54Q: 3 clusters Score -7027802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7027795.000000 Penalty: 5462.484375
	Iteration 55Q: 3 clusters Score -7027795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -7027795.000000 Penalty: 5462.484375
	Iteration 56F: 3 clusters Score -7027795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Entering Unmasked Estep 
Score: -4491848.000000 Penalty: 2639.900146
	Iteration 0F: 2 clusters Score -4491848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -4463500.000000 Penalty: 5279.800293
	Iteration 0F: 3 clusters Score -4463500 nChanged 19203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4474491.500000 Penalty: 5279.800293
	Iteration 1F: 3 clusters Score -4474492 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -4475586.000000 Penalty: 5279.800293
	Iteration 2F: 3 clusters Score -4475586 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -4476743.500000 Penalty: 5279.800293
	Iteration 3F: 3 clusters Score -4476744 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4478023.000000 Penalty: 5279.800293
	Iteration 4F: 3 clusters Score -4478023 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -4479349.000000 Penalty: 5279.800293
	Iteration 5F: 3 clusters Score -4479349 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4480590.500000 Penalty: 5279.800293
	Iteration 6F: 3 clusters Score -4480590 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -4481724.500000 Penalty: 5279.800293
	Iteration 7F: 3 clusters Score -4481724 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4482747.000000 Penalty: 5279.800293
	Iteration 8Q: 3 clusters Score -4482747 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4483732.000000 Penalty: 5279.800293
	Iteration 9Q: 3 clusters Score -4483732 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4484641.500000 Penalty: 5279.800293
	Iteration 10Q: 3 clusters Score -4484642 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4485458.000000 Penalty: 5279.800293
	Iteration 11Q: 3 clusters Score -4485458 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -4486127.000000 Penalty: 5279.800293
	Iteration 12Q: 3 clusters Score -4486127 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -4486775.500000 Penalty: 5279.800293
	Iteration 13Q: 3 clusters Score -4486776 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4487251.500000 Penalty: 5279.800293
	Iteration 14Q: 3 clusters Score -4487252 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4487710.000000 Penalty: 5279.800293
	Iteration 15Q: 3 clusters Score -4487710 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4488043.500000 Penalty: 5279.800293
	Iteration 16Q: 3 clusters Score -4488044 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -4488358.500000 Penalty: 5279.800293
	Iteration 17Q: 3 clusters Score -4488358 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4488675.000000 Penalty: 5279.800293
	Iteration 18Q: 3 clusters Score -4488675 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -4488911.500000 Penalty: 5279.800293
	Iteration 19Q: 3 clusters Score -4488912 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -4489118.500000 Penalty: 5279.800293
	Iteration 20F: 3 clusters Score -4489118 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -4489313.500000 Penalty: 5279.800293
	Iteration 21Q: 3 clusters Score -4489314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -4489449.000000 Penalty: 5279.800293
	Iteration 22Q: 3 clusters Score -4489449 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -4489616.500000 Penalty: 5279.800293
	Iteration 23Q: 3 clusters Score -4489616 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4489731.000000 Penalty: 5279.800293
	Iteration 24Q: 3 clusters Score -4489731 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -4489834.000000 Penalty: 5279.800293
	Iteration 25Q: 3 clusters Score -4489834 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -4489919.500000 Penalty: 5279.800293
	Iteration 26Q: 3 clusters Score -4489920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -4490006.500000 Penalty: 5279.800293
	Iteration 27Q: 3 clusters Score -4490006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -4490062.500000 Penalty: 5279.800293
	Iteration 28Q: 3 clusters Score -4490062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -4490112.000000 Penalty: 5279.800293
	Iteration 29Q: 3 clusters Score -4490112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -4490166.000000 Penalty: 5279.800293
	Iteration 30Q: 3 clusters Score -4490166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -4490221.000000 Penalty: 5279.800293
	Iteration 31Q: 3 clusters Score -4490221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4490284.000000 Penalty: 5279.800293
	Iteration 32Q: 3 clusters Score -4490284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4490317.000000 Penalty: 5279.800293
	Iteration 33Q: 3 clusters Score -4490317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -4490355.000000 Penalty: 5279.800293
	Iteration 34Q: 3 clusters Score -4490355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -4490375.500000 Penalty: 5279.800293
	Iteration 35Q: 3 clusters Score -4490376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -4490400.500000 Penalty: 5279.800293
	Iteration 36Q: 3 clusters Score -4490400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -4490419.000000 Penalty: 5279.800293
	Iteration 37Q: 3 clusters Score -4490419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -4490435.000000 Penalty: 5279.800293
	Iteration 38Q: 3 clusters Score -4490435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -4490454.500000 Penalty: 5279.800293
	Iteration 39Q: 3 clusters Score -4490454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -4490467.000000 Penalty: 5279.800293
	Iteration 40F: 3 clusters Score -4490467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4490471.000000 Penalty: 5279.800293
	Iteration 41Q: 3 clusters Score -4490471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -4490477.500000 Penalty: 5279.800293
	Iteration 42Q: 3 clusters Score -4490478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -4490479.500000 Penalty: 5279.800293
	Iteration 43Q: 3 clusters Score -4490480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -4490484.500000 Penalty: 5279.800293
	Iteration 44Q: 3 clusters Score -4490484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4490498.000000 Penalty: 5279.800293
	Iteration 45Q: 3 clusters Score -4490498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -4490496.000000 Penalty: 5279.800293
	Iteration 46Q: 3 clusters Score -4490496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4490496.500000 Penalty: 5279.800293
	Iteration 47Q: 3 clusters Score -4490496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -4490502.500000 Penalty: 5279.800293
	Iteration 48Q: 3 clusters Score -4490502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -4490504.500000 Penalty: 5279.800293
	Iteration 49Q: 3 clusters Score -4490504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4490506.000000 Penalty: 5279.800293
	Iteration 50Q: 3 clusters Score -4490506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4490507.000000 Penalty: 5279.800293
	Iteration 51Q: 3 clusters Score -4490507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -4490510.500000 Penalty: 5279.800293
	Iteration 52Q: 3 clusters Score -4490510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -4490519.500000 Penalty: 5279.800293
	Iteration 53Q: 3 clusters Score -4490520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -4490525.500000 Penalty: 5279.800293
	Iteration 54Q: 3 clusters Score -4490526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4490525.000000 Penalty: 5279.800293
	Iteration 55Q: 3 clusters Score -4490525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4490528.000000 Penalty: 5279.800293
	Iteration 56Q: 3 clusters Score -4490528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -4490525.000000 Penalty: 5279.800293
	Iteration 57Q: 3 clusters Score -4490525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4490530.500000 Penalty: 5279.800293
	Iteration 58Q: 3 clusters Score -4490530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -4490535.500000 Penalty: 5279.800293
	Iteration 59Q: 3 clusters Score -4490536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4490537.500000 Penalty: 5279.800293
	Iteration 60F: 3 clusters Score -4490538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4490539.000000 Penalty: 5279.800293
	Iteration 61Q: 3 clusters Score -4490539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4490544.000000 Penalty: 5279.800293
	Iteration 62Q: 3 clusters Score -4490544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -4490539.500000 Penalty: 5279.800293
	Iteration 63Q: 3 clusters Score -4490540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -4490538.500000 Penalty: 5279.800293
	Iteration 64Q: 3 clusters Score -4490538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4490538.500000 Penalty: 5279.800293
	Iteration 65Q: 3 clusters Score -4490538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -4490543.500000 Penalty: 5279.800293
	Iteration 66Q: 3 clusters Score -4490544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -4490546.500000 Penalty: 5279.800293
	Iteration 67Q: 3 clusters Score -4490546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4490547.500000 Penalty: 5279.800293
	Iteration 68Q: 3 clusters Score -4490548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4490545.500000 Penalty: 5279.800293
	Iteration 69Q: 3 clusters Score -4490546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4490545.500000 Penalty: 5279.800293
	Iteration 70F: 3 clusters Score -4490546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Entering Unmasked Estep 
Score: -3209525.000000 Penalty: 2532.138672
	Iteration 0F: 2 clusters Score -3209525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3190848.750000 Penalty: 5064.277344
	Iteration 0F: 3 clusters Score -3190849 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3197486.750000 Penalty: 5064.277344
	Iteration 1F: 3 clusters Score -3197487 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3198081.250000 Penalty: 5064.277344
	Iteration 2F: 3 clusters Score -3198081 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3198732.750000 Penalty: 5064.277344
	Iteration 3F: 3 clusters Score -3198733 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3199481.000000 Penalty: 5064.277344
	Iteration 4F: 3 clusters Score -3199481 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3200419.500000 Penalty: 5064.277344
	Iteration 5F: 3 clusters Score -3200420 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3201514.000000 Penalty: 5064.277344
	Iteration 6F: 3 clusters Score -3201514 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -3202684.250000 Penalty: 5064.277344
	Iteration 7F: 3 clusters Score -3202684 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3203804.500000 Penalty: 5064.277344
	Iteration 8F: 3 clusters Score -3203804 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3204694.250000 Penalty: 5064.277344
	Iteration 9Q: 3 clusters Score -3204694 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3205395.250000 Penalty: 5064.277344
	Iteration 10Q: 3 clusters Score -3205395 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3205952.500000 Penalty: 5064.277344
	Iteration 11Q: 3 clusters Score -3205952 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3206431.250000 Penalty: 5064.277344
	Iteration 12Q: 3 clusters Score -3206431 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -3206879.750000 Penalty: 5064.277344
	Iteration 13Q: 3 clusters Score -3206880 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3207352.750000 Penalty: 5064.277344
	Iteration 14Q: 3 clusters Score -3207353 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3207705.000000 Penalty: 5064.277344
	Iteration 15Q: 3 clusters Score -3207705 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3207931.250000 Penalty: 5064.277344
	Iteration 16Q: 3 clusters Score -3207931 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3208061.750000 Penalty: 5064.277344
	Iteration 17Q: 3 clusters Score -3208062 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3208149.750000 Penalty: 5064.277344
	Iteration 18Q: 3 clusters Score -3208150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3208234.250000 Penalty: 5064.277344
	Iteration 19Q: 3 clusters Score -3208234 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3208267.250000 Penalty: 5064.277344
	Iteration 20F: 3 clusters Score -3208267 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3208295.000000 Penalty: 5064.277344
	Iteration 21Q: 3 clusters Score -3208295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3208311.250000 Penalty: 5064.277344
	Iteration 22Q: 3 clusters Score -3208311 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3208323.750000 Penalty: 5064.277344
	Iteration 23Q: 3 clusters Score -3208324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3208323.000000 Penalty: 5064.277344
	Iteration 24Q: 3 clusters Score -3208323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3208327.500000 Penalty: 5064.277344
	Iteration 25Q: 3 clusters Score -3208328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3208324.500000 Penalty: 5064.277344
	Iteration 26Q: 3 clusters Score -3208324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3208333.250000 Penalty: 5064.277344
	Iteration 27Q: 3 clusters Score -3208333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3208338.500000 Penalty: 5064.277344
	Iteration 28Q: 3 clusters Score -3208338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3208338.500000 Penalty: 5064.277344
	Iteration 29Q: 3 clusters Score -3208338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3208340.000000 Penalty: 5064.277344
	Iteration 30Q: 3 clusters Score -3208340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3208342.000000 Penalty: 5064.277344
	Iteration 31Q: 3 clusters Score -3208342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3208344.750000 Penalty: 5064.277344
	Iteration 32Q: 3 clusters Score -3208345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3208342.750000 Penalty: 5064.277344
	Iteration 33Q: 3 clusters Score -3208343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3208347.500000 Penalty: 5064.277344
	Iteration 34Q: 3 clusters Score -3208348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -3208349.000000 Penalty: 5064.277344
	Iteration 35Q: 3 clusters Score -3208349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3208349.500000 Penalty: 5064.277344
	Iteration 36Q: 3 clusters Score -3208350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3208348.250000 Penalty: 5064.277344
	Iteration 37Q: 3 clusters Score -3208348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3208346.000000 Penalty: 5064.277344
	Iteration 38Q: 3 clusters Score -3208346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3208348.500000 Penalty: 5064.277344
	Iteration 39Q: 3 clusters Score -3208348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3208346.250000 Penalty: 5064.277344
	Iteration 40F: 3 clusters Score -3208346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Entering Unmasked Estep 
Score: -4799017.000000 Penalty: 2636.574951
	Iteration 0F: 2 clusters Score -4799017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4771122.500000 Penalty: 5273.149902
	Iteration 0F: 3 clusters Score -4771122 nChanged 18954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4781666.000000 Penalty: 5273.149902
	Iteration 1F: 3 clusters Score -4781666 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -4782537.000000 Penalty: 5273.149902
	Iteration 2F: 3 clusters Score -4782537 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4783650.000000 Penalty: 5273.149902
	Iteration 3F: 3 clusters Score -4783650 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4785116.500000 Penalty: 5273.149902
	Iteration 4F: 3 clusters Score -4785116 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4786724.500000 Penalty: 5273.149902
	Iteration 5F: 3 clusters Score -4786724 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4788252.500000 Penalty: 5273.149902
	Iteration 6F: 3 clusters Score -4788252 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4789540.000000 Penalty: 5273.149902
	Iteration 7F: 3 clusters Score -4789540 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4790623.000000 Penalty: 5273.149902
	Iteration 8F: 3 clusters Score -4790623 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -4791501.000000 Penalty: 5273.149902
	Iteration 9Q: 3 clusters Score -4791501 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4792338.500000 Penalty: 5273.149902
	Iteration 10Q: 3 clusters Score -4792338 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -4793092.000000 Penalty: 5273.149902
	Iteration 11Q: 3 clusters Score -4793092 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4793842.000000 Penalty: 5273.149902
	Iteration 12Q: 3 clusters Score -4793842 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4794497.000000 Penalty: 5273.149902
	Iteration 13Q: 3 clusters Score -4794497 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4795082.000000 Penalty: 5273.149902
	Iteration 14Q: 3 clusters Score -4795082 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4795586.000000 Penalty: 5273.149902
	Iteration 15Q: 3 clusters Score -4795586 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4795969.500000 Penalty: 5273.149902
	Iteration 16Q: 3 clusters Score -4795970 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4796263.000000 Penalty: 5273.149902
	Iteration 17Q: 3 clusters Score -4796263 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4796431.000000 Penalty: 5273.149902
	Iteration 18Q: 3 clusters Score -4796431 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4796532.500000 Penalty: 5273.149902
	Iteration 19Q: 3 clusters Score -4796532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4796617.000000 Penalty: 5273.149902
	Iteration 20F: 3 clusters Score -4796617 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4796687.000000 Penalty: 5273.149902
	Iteration 21Q: 3 clusters Score -4796687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4796740.500000 Penalty: 5273.149902
	Iteration 22Q: 3 clusters Score -4796740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4796793.000000 Penalty: 5273.149902
	Iteration 23Q: 3 clusters Score -4796793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4796819.000000 Penalty: 5273.149902
	Iteration 24Q: 3 clusters Score -4796819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4796849.500000 Penalty: 5273.149902
	Iteration 25Q: 3 clusters Score -4796850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4796868.000000 Penalty: 5273.149902
	Iteration 26Q: 3 clusters Score -4796868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4796898.500000 Penalty: 5273.149902
	Iteration 27Q: 3 clusters Score -4796898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4796911.500000 Penalty: 5273.149902
	Iteration 28Q: 3 clusters Score -4796912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4796908.000000 Penalty: 5273.149902
	Iteration 29Q: 3 clusters Score -4796908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4796916.000000 Penalty: 5273.149902
	Iteration 30Q: 3 clusters Score -4796916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4796914.500000 Penalty: 5273.149902
	Iteration 31Q: 3 clusters Score -4796914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4796922.500000 Penalty: 5273.149902
	Iteration 32Q: 3 clusters Score -4796922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4796928.000000 Penalty: 5273.149902
	Iteration 33Q: 3 clusters Score -4796928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4796930.500000 Penalty: 5273.149902
	Iteration 34Q: 3 clusters Score -4796930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4796930.500000 Penalty: 5273.149902
	Iteration 35Q: 3 clusters Score -4796930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4796934.500000 Penalty: 5273.149902
	Iteration 36Q: 3 clusters Score -4796934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4796934.000000 Penalty: 5273.149902
	Iteration 37Q: 3 clusters Score -4796934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4796935.500000 Penalty: 5273.149902
	Iteration 38Q: 3 clusters Score -4796936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4796939.000000 Penalty: 5273.149902
	Iteration 39Q: 3 clusters Score -4796939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4796939.000000 Penalty: 5273.149902
	Iteration 40F: 3 clusters Score -4796939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4796944.000000 Penalty: 5273.149902
	Iteration 41Q: 3 clusters Score -4796944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4796948.500000 Penalty: 5273.149902
	Iteration 42Q: 3 clusters Score -4796948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4796951.500000 Penalty: 5273.149902
	Iteration 43Q: 3 clusters Score -4796952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4796952.500000 Penalty: 5273.149902
	Iteration 44Q: 3 clusters Score -4796952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4796955.000000 Penalty: 5273.149902
	Iteration 45Q: 3 clusters Score -4796955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4796959.500000 Penalty: 5273.149902
	Iteration 46Q: 3 clusters Score -4796960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4796957.500000 Penalty: 5273.149902
	Iteration 47Q: 3 clusters Score -4796958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4796958.500000 Penalty: 5273.149902
	Iteration 48Q: 3 clusters Score -4796958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4796958.000000 Penalty: 5273.149902
	Iteration 49Q: 3 clusters Score -4796958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4796958.000000 Penalty: 5273.149902
	Iteration 50F: 3 clusters Score -4796958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Entering Unmasked Estep 
Score: -3921965.750000 Penalty: 2587.908447
	Iteration 0F: 2 clusters Score -3921966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -3898808.750000 Penalty: 5175.816895
	Iteration 0F: 3 clusters Score -3898809 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3907223.500000 Penalty: 5175.816895
	Iteration 1F: 3 clusters Score -3907224 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3907720.750000 Penalty: 5175.816895
	Iteration 2Q: 3 clusters Score -3907721 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3908235.250000 Penalty: 5175.816895
	Iteration 3Q: 3 clusters Score -3908235 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -3908738.750000 Penalty: 5175.816895
	Iteration 4Q: 3 clusters Score -3908739 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3909284.750000 Penalty: 5175.816895
	Iteration 5Q: 3 clusters Score -3909285 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3909981.500000 Penalty: 5175.816895
	Iteration 6Q: 3 clusters Score -3909982 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3910755.750000 Penalty: 5175.816895
	Iteration 7Q: 3 clusters Score -3910756 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3911595.000000 Penalty: 5175.816895
	Iteration 8Q: 3 clusters Score -3911595 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3912437.000000 Penalty: 5175.816895
	Iteration 9Q: 3 clusters Score -3912437 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3913227.000000 Penalty: 5175.816895
	Iteration 10Q: 3 clusters Score -3913227 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3914031.250000 Penalty: 5175.816895
	Iteration 11Q: 3 clusters Score -3914031 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3914802.750000 Penalty: 5175.816895
	Iteration 12Q: 3 clusters Score -3914803 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3915519.000000 Penalty: 5175.816895
	Iteration 13Q: 3 clusters Score -3915519 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -3916238.250000 Penalty: 5175.816895
	Iteration 14Q: 3 clusters Score -3916238 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3916903.250000 Penalty: 5175.816895
	Iteration 15Q: 3 clusters Score -3916903 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -3917478.500000 Penalty: 5175.816895
	Iteration 16Q: 3 clusters Score -3917478 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3917987.000000 Penalty: 5175.816895
	Iteration 17Q: 3 clusters Score -3917987 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3918408.500000 Penalty: 5175.816895
	Iteration 18Q: 3 clusters Score -3918408 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -3918771.750000 Penalty: 5175.816895
	Iteration 19Q: 3 clusters Score -3918772 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3919044.500000 Penalty: 5175.816895
	Iteration 20F: 3 clusters Score -3919044 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3919207.000000 Penalty: 5175.816895
	Iteration 21Q: 3 clusters Score -3919207 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -3919359.000000 Penalty: 5175.816895
	Iteration 22Q: 3 clusters Score -3919359 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -3919453.750000 Penalty: 5175.816895
	Iteration 23Q: 3 clusters Score -3919454 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3919525.500000 Penalty: 5175.816895
	Iteration 24Q: 3 clusters Score -3919526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -3919586.250000 Penalty: 5175.816895
	Iteration 25Q: 3 clusters Score -3919586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3919629.750000 Penalty: 5175.816895
	Iteration 26Q: 3 clusters Score -3919630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -3919657.500000 Penalty: 5175.816895
	Iteration 27Q: 3 clusters Score -3919658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -3919682.750000 Penalty: 5175.816895
	Iteration 28Q: 3 clusters Score -3919683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3919700.000000 Penalty: 5175.816895
	Iteration 29Q: 3 clusters Score -3919700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -3919708.250000 Penalty: 5175.816895
	Iteration 30Q: 3 clusters Score -3919708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -3919719.250000 Penalty: 5175.816895
	Iteration 31Q: 3 clusters Score -3919719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -3919733.000000 Penalty: 5175.816895
	Iteration 32Q: 3 clusters Score -3919733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3919740.750000 Penalty: 5175.816895
	Iteration 33Q: 3 clusters Score -3919741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -3919742.500000 Penalty: 5175.816895
	Iteration 34Q: 3 clusters Score -3919742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -3919742.250000 Penalty: 5175.816895
	Iteration 35Q: 3 clusters Score -3919742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3919749.250000 Penalty: 5175.816895
	Iteration 36Q: 3 clusters Score -3919749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3919752.000000 Penalty: 5175.816895
	Iteration 37Q: 3 clusters Score -3919752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -3919752.250000 Penalty: 5175.816895
	Iteration 38Q: 3 clusters Score -3919752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -3919752.250000 Penalty: 5175.816895
	Iteration 39Q: 3 clusters Score -3919752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -3919752.250000 Penalty: 5175.816895
	Iteration 40F: 3 clusters Score -3919752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -3919751.250000 Penalty: 5175.816895
	Iteration 41Q: 3 clusters Score -3919751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3919752.000000 Penalty: 5175.816895
	Iteration 42Q: 3 clusters Score -3919752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -3919752.000000 Penalty: 5175.816895
	Iteration 43F: 3 clusters Score -3919752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185426 members 
Entering Unmasked Estep 
Score: -21832756.000000 Penalty: 3008.342041
	Iteration 0F: 2 clusters Score -2.183276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 92702 members 
Entering Unmasked Estep 
Score: -21714490.000000 Penalty: 6016.684082
	Iteration 0F: 3 clusters Score -2.171449e+07 nChanged 89287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92247 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -21766014.000000 Penalty: 6016.684082
	Iteration 1F: 3 clusters Score -2.176601e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91582 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -21767266.000000 Penalty: 6016.684082
	Iteration 2Q: 3 clusters Score -2.176727e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -21769056.000000 Penalty: 6016.684082
	Iteration 3Q: 3 clusters Score -2.176906e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87745 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -21771394.000000 Penalty: 6016.684082
	Iteration 4Q: 3 clusters Score -2.177139e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -21775074.000000 Penalty: 6016.684082
	Iteration 5Q: 3 clusters Score -2.177507e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78566 members 
Mstep: Class 2 contains 106860 members 
Entering Unmasked Estep 
Score: -21780240.000000 Penalty: 6016.684082
	Iteration 6F: 3 clusters Score -2.178024e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 113213 members 
Entering Unmasked Estep 
Score: -21786512.000000 Penalty: 6016.684082
	Iteration 7F: 3 clusters Score -2.178651e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65322 members 
Mstep: Class 2 contains 120104 members 
Entering Unmasked Estep 
Score: -21792860.000000 Penalty: 6016.684082
	Iteration 8F: 3 clusters Score -2.179286e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -21798250.000000 Penalty: 6016.684082
	Iteration 9F: 3 clusters Score -2.179825e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -21802522.000000 Penalty: 6016.684082
	Iteration 10F: 3 clusters Score -2.180252e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 141961 members 
Entering Unmasked Estep 
Score: -21806796.000000 Penalty: 6016.684082
	Iteration 11Q: 3 clusters Score -2.18068e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -21811094.000000 Penalty: 6016.684082
	Iteration 12Q: 3 clusters Score -2.181109e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 157773 members 
Entering Unmasked Estep 
Score: -21815372.000000 Penalty: 6016.684082
	Iteration 13Q: 3 clusters Score -2.181537e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 165697 members 
Entering Unmasked Estep 
Score: -21819504.000000 Penalty: 6016.684082
	Iteration 14Q: 3 clusters Score -2.18195e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 172858 members 
Entering Unmasked Estep 
Score: -21823320.000000 Penalty: 6016.684082
	Iteration 15Q: 3 clusters Score -2.182332e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 178560 members 
Entering Unmasked Estep 
Score: -21826510.000000 Penalty: 6016.684082
	Iteration 16Q: 3 clusters Score -2.182651e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 182143 members 
Entering Unmasked Estep 
Score: -21828618.000000 Penalty: 6016.684082
	Iteration 17Q: 3 clusters Score -2.182862e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 183842 members 
Entering Unmasked Estep 
Score: -21829524.000000 Penalty: 6016.684082
	Iteration 18Q: 3 clusters Score -2.182952e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -21829916.000000 Penalty: 6016.684082
	Iteration 19Q: 3 clusters Score -2.182992e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -21830148.000000 Penalty: 6016.684082
	Iteration 20F: 3 clusters Score -2.183015e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 184849 members 
Entering Unmasked Estep 
Score: -21830302.000000 Penalty: 6016.684082
	Iteration 21Q: 3 clusters Score -2.18303e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 184898 members 
Entering Unmasked Estep 
Score: -21830392.000000 Penalty: 6016.684082
	Iteration 22Q: 3 clusters Score -2.183039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 184916 members 
Entering Unmasked Estep 
Score: -21830454.000000 Penalty: 6016.684082
	Iteration 23Q: 3 clusters Score -2.183045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -21830444.000000 Penalty: 6016.684082
	Iteration 24Q: 3 clusters Score -2.183044e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 184928 members 
Entering Unmasked Estep 
Score: -21830452.000000 Penalty: 6016.684082
	Iteration 25Q: 3 clusters Score -2.183045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 184930 members 
Entering Unmasked Estep 
Score: -21830458.000000 Penalty: 6016.684082
	Iteration 26Q: 3 clusters Score -2.183046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 184932 members 
Entering Unmasked Estep 
Score: -21830450.000000 Penalty: 6016.684082
	Iteration 27Q: 3 clusters Score -2.183045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 184935 members 
Entering Unmasked Estep 
Score: -21830466.000000 Penalty: 6016.684082
	Iteration 28Q: 3 clusters Score -2.183047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 184937 members 
Entering Unmasked Estep 
Score: -21830466.000000 Penalty: 6016.684082
	Iteration 29Q: 3 clusters Score -2.183047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -21830468.000000 Penalty: 6016.684082
	Iteration 30Q: 3 clusters Score -2.183047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 184944 members 
Entering Unmasked Estep 
Score: -21830480.000000 Penalty: 6016.684082
	Iteration 31Q: 3 clusters Score -2.183048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 184945 members 
Entering Unmasked Estep 
Score: -21830480.000000 Penalty: 6016.684082
	Iteration 32Q: 3 clusters Score -2.183048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -21830492.000000 Penalty: 6016.684082
	Iteration 33Q: 3 clusters Score -2.183049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 184950 members 
Entering Unmasked Estep 
Score: -21830488.000000 Penalty: 6016.684082
	Iteration 34Q: 3 clusters Score -2.183049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 184953 members 
Entering Unmasked Estep 
Score: -21830502.000000 Penalty: 6016.684082
	Iteration 35Q: 3 clusters Score -2.18305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 184954 members 
Entering Unmasked Estep 
Score: -21830504.000000 Penalty: 6016.684082
	Iteration 36Q: 3 clusters Score -2.18305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 184957 members 
Entering Unmasked Estep 
Score: -21830480.000000 Penalty: 6016.684082
	Iteration 37Q: 3 clusters Score -2.183048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 184960 members 
Entering Unmasked Estep 
Score: -21830480.000000 Penalty: 6016.684082
	Iteration 38Q: 3 clusters Score -2.183048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 184960 members 
Entering Unmasked Estep 
Score: -21830486.000000 Penalty: 6016.684082
	Iteration 39Q: 3 clusters Score -2.183049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 184960 members 
Entering Unmasked Estep 
Score: -21830486.000000 Penalty: 6016.684082
	Iteration 40F: 3 clusters Score -2.183049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -1232735.250000 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -1232735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1224315.875000 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -1224316 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1226990.000000 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -1226990 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1227549.625000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -1227550 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1228042.125000 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -1228042 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1228512.125000 Penalty: 4622.231445
	Iteration 4F: 3 clusters Score -1228512 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1228945.125000 Penalty: 4622.231445
	Iteration 5F: 3 clusters Score -1228945 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1229375.875000 Penalty: 4622.231445
	Iteration 6F: 3 clusters Score -1229376 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1229759.625000 Penalty: 4622.231445
	Iteration 7Q: 3 clusters Score -1229760 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1230027.875000 Penalty: 4622.231445
	Iteration 8Q: 3 clusters Score -1230028 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1230223.000000 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -1230223 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1230369.250000 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -1230369 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1230463.125000 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -1230463 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1230530.875000 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -1230531 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1230583.875000 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -1230584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1230624.000000 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -1230624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1230647.125000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -1230647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1230673.375000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -1230673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1230691.250000 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -1230691 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1230716.250000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -1230716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1230743.625000 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -1230744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1230758.750000 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -1230759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1230776.625000 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -1230777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1230794.250000 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -1230794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1230805.500000 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -1230806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1230812.375000 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -1230812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1230814.250000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -1230814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1230820.750000 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -1230821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1230828.500000 Penalty: 4622.231445
	Iteration 27Q: 3 clusters Score -1230828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1230836.125000 Penalty: 4622.231445
	Iteration 28Q: 3 clusters Score -1230836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1230843.250000 Penalty: 4622.231445
	Iteration 29Q: 3 clusters Score -1230843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1230847.750000 Penalty: 4622.231445
	Iteration 30Q: 3 clusters Score -1230848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1230855.500000 Penalty: 4622.231445
	Iteration 31Q: 3 clusters Score -1230856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1230858.625000 Penalty: 4622.231445
	Iteration 32Q: 3 clusters Score -1230859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1230864.750000 Penalty: 4622.231445
	Iteration 33Q: 3 clusters Score -1230865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1230864.250000 Penalty: 4622.231445
	Iteration 34Q: 3 clusters Score -1230864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1230867.250000 Penalty: 4622.231445
	Iteration 35Q: 3 clusters Score -1230867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1230876.125000 Penalty: 4622.231445
	Iteration 36Q: 3 clusters Score -1230876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1230879.625000 Penalty: 4622.231445
	Iteration 37Q: 3 clusters Score -1230880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1230879.625000 Penalty: 4622.231445
	Iteration 38Q: 3 clusters Score -1230880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1230880.875000 Penalty: 4622.231445
	Iteration 39Q: 3 clusters Score -1230881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1230883.875000 Penalty: 4622.231445
	Iteration 40F: 3 clusters Score -1230884 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1230884.875000 Penalty: 4622.231445
	Iteration 41Q: 3 clusters Score -1230885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1230889.750000 Penalty: 4622.231445
	Iteration 42Q: 3 clusters Score -1230890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1230891.000000 Penalty: 4622.231445
	Iteration 43Q: 3 clusters Score -1230891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1230897.750000 Penalty: 4622.231445
	Iteration 44Q: 3 clusters Score -1230898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1230896.125000 Penalty: 4622.231445
	Iteration 45Q: 3 clusters Score -1230896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1230897.250000 Penalty: 4622.231445
	Iteration 46Q: 3 clusters Score -1230897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1230904.250000 Penalty: 4622.231445
	Iteration 47Q: 3 clusters Score -1230904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1230907.000000 Penalty: 4622.231445
	Iteration 48Q: 3 clusters Score -1230907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1230906.500000 Penalty: 4622.231445
	Iteration 49Q: 3 clusters Score -1230906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1230912.125000 Penalty: 4622.231445
	Iteration 50Q: 3 clusters Score -1230912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1230917.625000 Penalty: 4622.231445
	Iteration 51Q: 3 clusters Score -1230918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1230919.000000 Penalty: 4622.231445
	Iteration 52Q: 3 clusters Score -1230919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1230919.250000 Penalty: 4622.231445
	Iteration 53Q: 3 clusters Score -1230919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1230925.875000 Penalty: 4622.231445
	Iteration 54Q: 3 clusters Score -1230926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1230930.375000 Penalty: 4622.231445
	Iteration 55Q: 3 clusters Score -1230930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1230937.000000 Penalty: 4622.231445
	Iteration 56Q: 3 clusters Score -1230937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1230947.625000 Penalty: 4622.231445
	Iteration 57Q: 3 clusters Score -1230948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1230953.750000 Penalty: 4622.231445
	Iteration 58Q: 3 clusters Score -1230954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1230963.375000 Penalty: 4622.231445
	Iteration 59Q: 3 clusters Score -1230963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1230971.375000 Penalty: 4622.231445
	Iteration 60F: 3 clusters Score -1230971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1230980.125000 Penalty: 4622.231445
	Iteration 61Q: 3 clusters Score -1230980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1230987.500000 Penalty: 4622.231445
	Iteration 62Q: 3 clusters Score -1230988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1230999.750000 Penalty: 4622.231445
	Iteration 63Q: 3 clusters Score -1231000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1231012.375000 Penalty: 4622.231445
	Iteration 64Q: 3 clusters Score -1231012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
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Entering Unmasked Estep 
Score: -1231023.250000 Penalty: 4622.231445
	Iteration 65Q: 3 clusters Score -1231023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1231029.750000 Penalty: 4622.231445
	Iteration 66Q: 3 clusters Score -1231030 nChanged 42
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Mstep: Class 1 contains 6135 members 
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Entering Unmasked Estep 
Score: -1231044.375000 Penalty: 4622.231445
	Iteration 67Q: 3 clusters Score -1231044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1231049.000000 Penalty: 4622.231445
	Iteration 68Q: 3 clusters Score -1231049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1231052.375000 Penalty: 4622.231445
	Iteration 69Q: 3 clusters Score -1231052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1231051.875000 Penalty: 4622.231445
	Iteration 70Q: 3 clusters Score -1231052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1231056.875000 Penalty: 4622.231445
	Iteration 71Q: 3 clusters Score -1231057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1231058.875000 Penalty: 4622.231445
	Iteration 72Q: 3 clusters Score -1231059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1231064.375000 Penalty: 4622.231445
	Iteration 73Q: 3 clusters Score -1231064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1231065.375000 Penalty: 4622.231445
	Iteration 74Q: 3 clusters Score -1231065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1231068.250000 Penalty: 4622.231445
	Iteration 75Q: 3 clusters Score -1231068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1231071.000000 Penalty: 4622.231445
	Iteration 76Q: 3 clusters Score -1231071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1231072.750000 Penalty: 4622.231445
	Iteration 77Q: 3 clusters Score -1231073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1231075.000000 Penalty: 4622.231445
	Iteration 78Q: 3 clusters Score -1231075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1231077.875000 Penalty: 4622.231445
	Iteration 79Q: 3 clusters Score -1231078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1231081.875000 Penalty: 4622.231445
	Iteration 80F: 3 clusters Score -1231082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4809 members 
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Score: -1231080.875000 Penalty: 4622.231445
	Iteration 81Q: 3 clusters Score -1231081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1231087.625000 Penalty: 4622.231445
	Iteration 82Q: 3 clusters Score -1231088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1231091.500000 Penalty: 4622.231445
	Iteration 83Q: 3 clusters Score -1231092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4760 members 
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Score: -1231090.500000 Penalty: 4622.231445
	Iteration 84Q: 3 clusters Score -1231090 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1231097.625000 Penalty: 4622.231445
	Iteration 85Q: 3 clusters Score -1231098 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4733 members 
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Score: -1231102.500000 Penalty: 4622.231445
	Iteration 86Q: 3 clusters Score -1231102 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1231103.625000 Penalty: 4622.231445
	Iteration 87Q: 3 clusters Score -1231104 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1231107.250000 Penalty: 4622.231445
	Iteration 88Q: 3 clusters Score -1231107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4706 members 
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Score: -1231108.250000 Penalty: 4622.231445
	Iteration 89Q: 3 clusters Score -1231108 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1231112.500000 Penalty: 4622.231445
	Iteration 90Q: 3 clusters Score -1231112 nChanged 13
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Mstep: Class 1 contains 6460 members 
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Score: -1231109.250000 Penalty: 4622.231445
	Iteration 91Q: 3 clusters Score -1231109 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
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Score: -1231112.125000 Penalty: 4622.231445
	Iteration 92Q: 3 clusters Score -1231112 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1231117.125000 Penalty: 4622.231445
	Iteration 93Q: 3 clusters Score -1231117 nChanged 19
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Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1231120.250000 Penalty: 4622.231445
	Iteration 94Q: 3 clusters Score -1231120 nChanged 18
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Mstep: Class 1 contains 6517 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1231120 nChanged 19
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Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1231126.375000 Penalty: 4622.231445
	Iteration 96Q: 3 clusters Score -1231126 nChanged 16
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Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1231130.125000 Penalty: 4622.231445
	Iteration 97Q: 3 clusters Score -1231130 nChanged 14
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1231132.250000 Penalty: 4622.231445
	Iteration 98Q: 3 clusters Score -1231132 nChanged 13
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Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1231134.125000 Penalty: 4622.231445
	Iteration 99Q: 3 clusters Score -1231134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1231135.500000 Penalty: 4622.231445
	Iteration 100F: 3 clusters Score -1231136 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1231134.250000 Penalty: 4622.231445
	Iteration 101Q: 3 clusters Score -1231134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1231135.750000 Penalty: 4622.231445
	Iteration 102Q: 3 clusters Score -1231136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1231137.375000 Penalty: 4622.231445
	Iteration 103Q: 3 clusters Score -1231137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1231135.625000 Penalty: 4622.231445
	Iteration 104Q: 3 clusters Score -1231136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1231134.250000 Penalty: 4622.231445
	Iteration 105Q: 3 clusters Score -1231134 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1231136.750000 Penalty: 4622.231445
	Iteration 106Q: 3 clusters Score -1231137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1231137.875000 Penalty: 4622.231445
	Iteration 107Q: 3 clusters Score -1231138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1231139.625000 Penalty: 4622.231445
	Iteration 108Q: 3 clusters Score -1231140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1231136.500000 Penalty: 4622.231445
	Iteration 109Q: 3 clusters Score -1231136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1231141.875000 Penalty: 4622.231445
	Iteration 110Q: 3 clusters Score -1231142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1231145.500000 Penalty: 4622.231445
	Iteration 111Q: 3 clusters Score -1231146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1231147.250000 Penalty: 4622.231445
	Iteration 112Q: 3 clusters Score -1231147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1231150.500000 Penalty: 4622.231445
	Iteration 113Q: 3 clusters Score -1231150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1231150.750000 Penalty: 4622.231445
	Iteration 114Q: 3 clusters Score -1231151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1231152.375000 Penalty: 4622.231445
	Iteration 115Q: 3 clusters Score -1231152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1231156.875000 Penalty: 4622.231445
	Iteration 116Q: 3 clusters Score -1231157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1231155.750000 Penalty: 4622.231445
	Iteration 117Q: 3 clusters Score -1231156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1231157.750000 Penalty: 4622.231445
	Iteration 118Q: 3 clusters Score -1231158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1231159.875000 Penalty: 4622.231445
	Iteration 119Q: 3 clusters Score -1231160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1231159.500000 Penalty: 4622.231445
	Iteration 120F: 3 clusters Score -1231160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1231162.000000 Penalty: 4622.231445
	Iteration 121Q: 3 clusters Score -1231162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1231161.000000 Penalty: 4622.231445
	Iteration 122Q: 3 clusters Score -1231161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1231160.375000 Penalty: 4622.231445
	Iteration 123Q: 3 clusters Score -1231160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1231162.125000 Penalty: 4622.231445
	Iteration 124Q: 3 clusters Score -1231162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1231162.125000 Penalty: 4622.231445
	Iteration 125Q: 3 clusters Score -1231162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1231164.750000 Penalty: 4622.231445
	Iteration 126Q: 3 clusters Score -1231165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1231165.125000 Penalty: 4622.231445
	Iteration 127Q: 3 clusters Score -1231165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1231167.250000 Penalty: 4622.231445
	Iteration 128Q: 3 clusters Score -1231167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1231168.000000 Penalty: 4622.231445
	Iteration 129Q: 3 clusters Score -1231168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1231168.000000 Penalty: 4622.231445
	Iteration 130F: 3 clusters Score -1231168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Entering Unmasked Estep 
Score: -2813746.250000 Penalty: 2507.787109
	Iteration 0F: 2 clusters Score -2813746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2796792.500000 Penalty: 5015.574219
	Iteration 0F: 3 clusters Score -2796792 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2802889.000000 Penalty: 5015.574219
	Iteration 1F: 3 clusters Score -2802889 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2803433.000000 Penalty: 5015.574219
	Iteration 2F: 3 clusters Score -2803433 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2804082.000000 Penalty: 5015.574219
	Iteration 3F: 3 clusters Score -2804082 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2804923.000000 Penalty: 5015.574219
	Iteration 4F: 3 clusters Score -2804923 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2806072.250000 Penalty: 5015.574219
	Iteration 5F: 3 clusters Score -2806072 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -2807318.750000 Penalty: 5015.574219
	Iteration 6F: 3 clusters Score -2807319 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2808486.000000 Penalty: 5015.574219
	Iteration 7F: 3 clusters Score -2808486 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2809514.750000 Penalty: 5015.574219
	Iteration 8F: 3 clusters Score -2809515 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2810412.750000 Penalty: 5015.574219
	Iteration 9Q: 3 clusters Score -2810413 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2811183.500000 Penalty: 5015.574219
	Iteration 10Q: 3 clusters Score -2811184 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2811794.500000 Penalty: 5015.574219
	Iteration 11Q: 3 clusters Score -2811794 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2812168.000000 Penalty: 5015.574219
	Iteration 12Q: 3 clusters Score -2812168 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2812374.500000 Penalty: 5015.574219
	Iteration 13Q: 3 clusters Score -2812374 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2812503.250000 Penalty: 5015.574219
	Iteration 14Q: 3 clusters Score -2812503 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2812576.000000 Penalty: 5015.574219
	Iteration 15Q: 3 clusters Score -2812576 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2812614.500000 Penalty: 5015.574219
	Iteration 16Q: 3 clusters Score -2812614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2812652.750000 Penalty: 5015.574219
	Iteration 17Q: 3 clusters Score -2812653 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2812676.750000 Penalty: 5015.574219
	Iteration 18Q: 3 clusters Score -2812677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2812687.250000 Penalty: 5015.574219
	Iteration 19Q: 3 clusters Score -2812687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2812701.000000 Penalty: 5015.574219
	Iteration 20F: 3 clusters Score -2812701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2812713.500000 Penalty: 5015.574219
	Iteration 21Q: 3 clusters Score -2812714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2812721.250000 Penalty: 5015.574219
	Iteration 22Q: 3 clusters Score -2812721 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2812735.000000 Penalty: 5015.574219
	Iteration 23Q: 3 clusters Score -2812735 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2812744.000000 Penalty: 5015.574219
	Iteration 24Q: 3 clusters Score -2812744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2812749.500000 Penalty: 5015.574219
	Iteration 25Q: 3 clusters Score -2812750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2812752.500000 Penalty: 5015.574219
	Iteration 26Q: 3 clusters Score -2812752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2812760.750000 Penalty: 5015.574219
	Iteration 27Q: 3 clusters Score -2812761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2812764.750000 Penalty: 5015.574219
	Iteration 28Q: 3 clusters Score -2812765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2812762.250000 Penalty: 5015.574219
	Iteration 29Q: 3 clusters Score -2812762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2812764.250000 Penalty: 5015.574219
	Iteration 30Q: 3 clusters Score -2812764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2812768.250000 Penalty: 5015.574219
	Iteration 31Q: 3 clusters Score -2812768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2812765.750000 Penalty: 5015.574219
	Iteration 32Q: 3 clusters Score -2812766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2812763.750000 Penalty: 5015.574219
	Iteration 33Q: 3 clusters Score -2812764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -2812767.750000 Penalty: 5015.574219
	Iteration 34Q: 3 clusters Score -2812768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2812770.250000 Penalty: 5015.574219
	Iteration 35Q: 3 clusters Score -2812770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2812772.500000 Penalty: 5015.574219
	Iteration 36Q: 3 clusters Score -2812772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2812775.250000 Penalty: 5015.574219
	Iteration 37Q: 3 clusters Score -2812775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2812773.500000 Penalty: 5015.574219
	Iteration 38Q: 3 clusters Score -2812774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2812780.500000 Penalty: 5015.574219
	Iteration 39Q: 3 clusters Score -2812780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2812780.750000 Penalty: 5015.574219
	Iteration 40F: 3 clusters Score -2812781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2812785.500000 Penalty: 5015.574219
	Iteration 41Q: 3 clusters Score -2812786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2812785.250000 Penalty: 5015.574219
	Iteration 42Q: 3 clusters Score -2812785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2812793.500000 Penalty: 5015.574219
	Iteration 43Q: 3 clusters Score -2812794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2812795.000000 Penalty: 5015.574219
	Iteration 44Q: 3 clusters Score -2812795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2812791.750000 Penalty: 5015.574219
	Iteration 45Q: 3 clusters Score -2812792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2812796.250000 Penalty: 5015.574219
	Iteration 46Q: 3 clusters Score -2812796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2812797.000000 Penalty: 5015.574219
	Iteration 47Q: 3 clusters Score -2812797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2812799.000000 Penalty: 5015.574219
	Iteration 48Q: 3 clusters Score -2812799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2812804.750000 Penalty: 5015.574219
	Iteration 49Q: 3 clusters Score -2812805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2812801.250000 Penalty: 5015.574219
	Iteration 50Q: 3 clusters Score -2812801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2812805.750000 Penalty: 5015.574219
	Iteration 51Q: 3 clusters Score -2812806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2812803.750000 Penalty: 5015.574219
	Iteration 52Q: 3 clusters Score -2812804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2812802.500000 Penalty: 5015.574219
	Iteration 53Q: 3 clusters Score -2812802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2812805.750000 Penalty: 5015.574219
	Iteration 54Q: 3 clusters Score -2812806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2812807.500000 Penalty: 5015.574219
	Iteration 55Q: 3 clusters Score -2812808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2812805.250000 Penalty: 5015.574219
	Iteration 56Q: 3 clusters Score -2812805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2812802.750000 Penalty: 5015.574219
	Iteration 57Q: 3 clusters Score -2812803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2812802.750000 Penalty: 5015.574219
	Iteration 58F: 3 clusters Score -2812803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123050 members 
Entering Unmasked Estep 
Score: -14086097.000000 Penalty: 2906.645996
	Iteration 0F: 2 clusters Score -1.40861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 61250 members 
Entering Unmasked Estep 
Score: -14003489.000000 Penalty: 5813.291992
	Iteration 0F: 3 clusters Score -1.400349e+07 nChanged 58622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -14037506.000000 Penalty: 5813.291992
	Iteration 1F: 3 clusters Score -1.403751e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -14038957.000000 Penalty: 5813.291992
	Iteration 2Q: 3 clusters Score -1.403896e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -14041187.000000 Penalty: 5813.291992
	Iteration 3Q: 3 clusters Score -1.404119e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -14045190.000000 Penalty: 5813.291992
	Iteration 4F: 3 clusters Score -1.404519e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90494 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -14052358.000000 Penalty: 5813.291992
	Iteration 5F: 3 clusters Score -1.405236e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101703 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -14062886.000000 Penalty: 5813.291992
	Iteration 6F: 3 clusters Score -1.406289e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111762 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -14072850.000000 Penalty: 5813.291992
	Iteration 7F: 3 clusters Score -1.407285e+07 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118311 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -14079377.000000 Penalty: 5813.291992
	Iteration 8F: 3 clusters Score -1.407938e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -14082164.000000 Penalty: 5813.291992
	Iteration 9Q: 3 clusters Score -1.408216e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122261 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14083068.000000 Penalty: 5813.291992
	Iteration 10Q: 3 clusters Score -1.408307e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14083378.000000 Penalty: 5813.291992
	Iteration 11Q: 3 clusters Score -1.408338e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122640 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14083476.000000 Penalty: 5813.291992
	Iteration 12Q: 3 clusters Score -1.408348e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122683 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14083554.000000 Penalty: 5813.291992
	Iteration 13Q: 3 clusters Score -1.408355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122694 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14083568.000000 Penalty: 5813.291992
	Iteration 14Q: 3 clusters Score -1.408357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122704 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14083575.000000 Penalty: 5813.291992
	Iteration 15Q: 3 clusters Score -1.408358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122717 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14083601.000000 Penalty: 5813.291992
	Iteration 16Q: 3 clusters Score -1.40836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122728 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14083623.000000 Penalty: 5813.291992
	Iteration 17Q: 3 clusters Score -1.408362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122737 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -14083638.000000 Penalty: 5813.291992
	Iteration 18Q: 3 clusters Score -1.408364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14083649.000000 Penalty: 5813.291992
	Iteration 19Q: 3 clusters Score -1.408365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122744 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14083649.000000 Penalty: 5813.291992
	Iteration 20F: 3 clusters Score -1.408365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122744 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14083647.000000 Penalty: 5813.291992
	Iteration 21Q: 3 clusters Score -1.408365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122745 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14083650.000000 Penalty: 5813.291992
	Iteration 22Q: 3 clusters Score -1.408365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122745 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14083650.000000 Penalty: 5813.291992
	Iteration 23F: 3 clusters Score -1.408365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Entering Unmasked Estep 
Score: -3740891.000000 Penalty: 2567.884277
	Iteration 0F: 2 clusters Score -3740891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3719581.000000 Penalty: 5135.768555
	Iteration 0F: 3 clusters Score -3719581 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3727173.750000 Penalty: 5135.768555
	Iteration 1F: 3 clusters Score -3727174 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3727814.500000 Penalty: 5135.768555
	Iteration 2F: 3 clusters Score -3727814 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3728586.500000 Penalty: 5135.768555
	Iteration 3F: 3 clusters Score -3728586 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3729612.000000 Penalty: 5135.768555
	Iteration 4F: 3 clusters Score -3729612 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -3731001.500000 Penalty: 5135.768555
	Iteration 5F: 3 clusters Score -3731002 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3732597.000000 Penalty: 5135.768555
	Iteration 6F: 3 clusters Score -3732597 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -3734118.500000 Penalty: 5135.768555
	Iteration 7F: 3 clusters Score -3734118 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -3735420.750000 Penalty: 5135.768555
	Iteration 8F: 3 clusters Score -3735421 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3736449.750000 Penalty: 5135.768555
	Iteration 9Q: 3 clusters Score -3736450 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3737235.000000 Penalty: 5135.768555
	Iteration 10Q: 3 clusters Score -3737235 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3737713.250000 Penalty: 5135.768555
	Iteration 11Q: 3 clusters Score -3737713 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3737960.500000 Penalty: 5135.768555
	Iteration 12Q: 3 clusters Score -3737960 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3738106.500000 Penalty: 5135.768555
	Iteration 13Q: 3 clusters Score -3738106 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3738196.500000 Penalty: 5135.768555
	Iteration 14Q: 3 clusters Score -3738196 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -3738262.500000 Penalty: 5135.768555
	Iteration 15Q: 3 clusters Score -3738262 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3738333.250000 Penalty: 5135.768555
	Iteration 16Q: 3 clusters Score -3738333 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3738366.500000 Penalty: 5135.768555
	Iteration 17Q: 3 clusters Score -3738366 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3738404.500000 Penalty: 5135.768555
	Iteration 18Q: 3 clusters Score -3738404 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3738442.750000 Penalty: 5135.768555
	Iteration 19Q: 3 clusters Score -3738443 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3738466.500000 Penalty: 5135.768555
	Iteration 20F: 3 clusters Score -3738466 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3738503.250000 Penalty: 5135.768555
	Iteration 21Q: 3 clusters Score -3738503 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -3738535.000000 Penalty: 5135.768555
	Iteration 22Q: 3 clusters Score -3738535 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3738560.250000 Penalty: 5135.768555
	Iteration 23Q: 3 clusters Score -3738560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3738592.500000 Penalty: 5135.768555
	Iteration 24Q: 3 clusters Score -3738592 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3738619.500000 Penalty: 5135.768555
	Iteration 25Q: 3 clusters Score -3738620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3738644.250000 Penalty: 5135.768555
	Iteration 26Q: 3 clusters Score -3738644 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3738665.000000 Penalty: 5135.768555
	Iteration 27Q: 3 clusters Score -3738665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3738670.000000 Penalty: 5135.768555
	Iteration 28Q: 3 clusters Score -3738670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3738681.500000 Penalty: 5135.768555
	Iteration 29Q: 3 clusters Score -3738682 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3738690.000000 Penalty: 5135.768555
	Iteration 30Q: 3 clusters Score -3738690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -3738725.250000 Penalty: 5135.768555
	Iteration 31Q: 3 clusters Score -3738725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3738749.500000 Penalty: 5135.768555
	Iteration 32Q: 3 clusters Score -3738750 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3738775.500000 Penalty: 5135.768555
	Iteration 33Q: 3 clusters Score -3738776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3738810.500000 Penalty: 5135.768555
	Iteration 34Q: 3 clusters Score -3738810 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3738832.500000 Penalty: 5135.768555
	Iteration 35Q: 3 clusters Score -3738832 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3738849.750000 Penalty: 5135.768555
	Iteration 36Q: 3 clusters Score -3738850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3738876.750000 Penalty: 5135.768555
	Iteration 37Q: 3 clusters Score -3738877 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3738887.500000 Penalty: 5135.768555
	Iteration 38Q: 3 clusters Score -3738888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3738889.250000 Penalty: 5135.768555
	Iteration 39Q: 3 clusters Score -3738889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3738903.000000 Penalty: 5135.768555
	Iteration 40F: 3 clusters Score -3738903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3738915.000000 Penalty: 5135.768555
	Iteration 41Q: 3 clusters Score -3738915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3738927.000000 Penalty: 5135.768555
	Iteration 42Q: 3 clusters Score -3738927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3738945.500000 Penalty: 5135.768555
	Iteration 43Q: 3 clusters Score -3738946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3738953.250000 Penalty: 5135.768555
	Iteration 44Q: 3 clusters Score -3738953 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3738966.250000 Penalty: 5135.768555
	Iteration 45Q: 3 clusters Score -3738966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -3738976.000000 Penalty: 5135.768555
	Iteration 46Q: 3 clusters Score -3738976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3738990.750000 Penalty: 5135.768555
	Iteration 47Q: 3 clusters Score -3738991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3739006.500000 Penalty: 5135.768555
	Iteration 48Q: 3 clusters Score -3739006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3739016.500000 Penalty: 5135.768555
	Iteration 49Q: 3 clusters Score -3739016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3739047.750000 Penalty: 5135.768555
	Iteration 50Q: 3 clusters Score -3739048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3739057.500000 Penalty: 5135.768555
	Iteration 51Q: 3 clusters Score -3739058 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3739064.250000 Penalty: 5135.768555
	Iteration 52Q: 3 clusters Score -3739064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3739068.500000 Penalty: 5135.768555
	Iteration 53Q: 3 clusters Score -3739068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3739079.000000 Penalty: 5135.768555
	Iteration 54Q: 3 clusters Score -3739079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3739095.000000 Penalty: 5135.768555
	Iteration 55Q: 3 clusters Score -3739095 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3739112.500000 Penalty: 5135.768555
	Iteration 56Q: 3 clusters Score -3739112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3739127.250000 Penalty: 5135.768555
	Iteration 57Q: 3 clusters Score -3739127 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3739129.000000 Penalty: 5135.768555
	Iteration 58Q: 3 clusters Score -3739129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -3739127.000000 Penalty: 5135.768555
	Iteration 59Q: 3 clusters Score -3739127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3739136.500000 Penalty: 5135.768555
	Iteration 60F: 3 clusters Score -3739136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3739149.250000 Penalty: 5135.768555
	Iteration 61Q: 3 clusters Score -3739149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3739158.750000 Penalty: 5135.768555
	Iteration 62Q: 3 clusters Score -3739159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3739172.750000 Penalty: 5135.768555
	Iteration 63Q: 3 clusters Score -3739173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3739187.250000 Penalty: 5135.768555
	Iteration 64Q: 3 clusters Score -3739187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3739191.250000 Penalty: 5135.768555
	Iteration 65Q: 3 clusters Score -3739191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3739202.500000 Penalty: 5135.768555
	Iteration 66Q: 3 clusters Score -3739202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3739219.500000 Penalty: 5135.768555
	Iteration 67Q: 3 clusters Score -3739220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3739216.750000 Penalty: 5135.768555
	Iteration 68Q: 3 clusters Score -3739217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3739224.750000 Penalty: 5135.768555
	Iteration 69Q: 3 clusters Score -3739225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3739236.000000 Penalty: 5135.768555
	Iteration 70Q: 3 clusters Score -3739236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3739239.500000 Penalty: 5135.768555
	Iteration 71Q: 3 clusters Score -3739240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3739251.750000 Penalty: 5135.768555
	Iteration 72Q: 3 clusters Score -3739252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3739250.750000 Penalty: 5135.768555
	Iteration 73Q: 3 clusters Score -3739251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3739256.500000 Penalty: 5135.768555
	Iteration 74Q: 3 clusters Score -3739256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3739258.250000 Penalty: 5135.768555
	Iteration 75Q: 3 clusters Score -3739258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3739255.250000 Penalty: 5135.768555
	Iteration 76Q: 3 clusters Score -3739255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3739255.250000 Penalty: 5135.768555
	Iteration 77Q: 3 clusters Score -3739255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3739256.500000 Penalty: 5135.768555
	Iteration 78Q: 3 clusters Score -3739256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3739258.000000 Penalty: 5135.768555
	Iteration 79Q: 3 clusters Score -3739258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3739263.250000 Penalty: 5135.768555
	Iteration 80F: 3 clusters Score -3739263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3739267.000000 Penalty: 5135.768555
	Iteration 81Q: 3 clusters Score -3739267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3739268.250000 Penalty: 5135.768555
	Iteration 82Q: 3 clusters Score -3739268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3739269.500000 Penalty: 5135.768555
	Iteration 83Q: 3 clusters Score -3739270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3739273.000000 Penalty: 5135.768555
	Iteration 84Q: 3 clusters Score -3739273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3739275.250000 Penalty: 5135.768555
	Iteration 85Q: 3 clusters Score -3739275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3739281.000000 Penalty: 5135.768555
	Iteration 86Q: 3 clusters Score -3739281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3739281.250000 Penalty: 5135.768555
	Iteration 87Q: 3 clusters Score -3739281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3739287.750000 Penalty: 5135.768555
	Iteration 88Q: 3 clusters Score -3739288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3739280.750000 Penalty: 5135.768555
	Iteration 89Q: 3 clusters Score -3739281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3739282.750000 Penalty: 5135.768555
	Iteration 90Q: 3 clusters Score -3739283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3739283.250000 Penalty: 5135.768555
	Iteration 91Q: 3 clusters Score -3739283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3739284.500000 Penalty: 5135.768555
	Iteration 92Q: 3 clusters Score -3739284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3739285.000000 Penalty: 5135.768555
	Iteration 93Q: 3 clusters Score -3739285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3739286.750000 Penalty: 5135.768555
	Iteration 94Q: 3 clusters Score -3739287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3739287.000000 Penalty: 5135.768555
	Iteration 95Q: 3 clusters Score -3739287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3739287.250000 Penalty: 5135.768555
	Iteration 96Q: 3 clusters Score -3739287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3739286.000000 Penalty: 5135.768555
	Iteration 97Q: 3 clusters Score -3739286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3739283.500000 Penalty: 5135.768555
	Iteration 98Q: 3 clusters Score -3739284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3739280.500000 Penalty: 5135.768555
	Iteration 99Q: 3 clusters Score -3739280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3739288.000000 Penalty: 5135.768555
	Iteration 100F: 3 clusters Score -3739288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3739293.500000 Penalty: 5135.768555
	Iteration 101Q: 3 clusters Score -3739294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3739293.000000 Penalty: 5135.768555
	Iteration 102Q: 3 clusters Score -3739293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3739297.000000 Penalty: 5135.768555
	Iteration 103Q: 3 clusters Score -3739297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3739293.000000 Penalty: 5135.768555
	Iteration 104Q: 3 clusters Score -3739293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3739295.750000 Penalty: 5135.768555
	Iteration 105Q: 3 clusters Score -3739296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3739292.000000 Penalty: 5135.768555
	Iteration 106Q: 3 clusters Score -3739292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3739292.000000 Penalty: 5135.768555
	Iteration 107F: 3 clusters Score -3739292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Entering Unmasked Estep 
Score: -3902078.250000 Penalty: 2588.926758
	Iteration 0F: 2 clusters Score -3902078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3878933.500000 Penalty: 5177.853516
	Iteration 0F: 3 clusters Score -3878934 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3887814.500000 Penalty: 5177.853516
	Iteration 1F: 3 clusters Score -3887814 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3888901.500000 Penalty: 5177.853516
	Iteration 2F: 3 clusters Score -3888902 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3890168.750000 Penalty: 5177.853516
	Iteration 3F: 3 clusters Score -3890169 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3891476.000000 Penalty: 5177.853516
	Iteration 4F: 3 clusters Score -3891476 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3892648.750000 Penalty: 5177.853516
	Iteration 5F: 3 clusters Score -3892649 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3893632.250000 Penalty: 5177.853516
	Iteration 6F: 3 clusters Score -3893632 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3894441.750000 Penalty: 5177.853516
	Iteration 7Q: 3 clusters Score -3894442 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3895014.500000 Penalty: 5177.853516
	Iteration 8Q: 3 clusters Score -3895014 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3895451.000000 Penalty: 5177.853516
	Iteration 9Q: 3 clusters Score -3895451 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3895769.750000 Penalty: 5177.853516
	Iteration 10Q: 3 clusters Score -3895770 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3896001.000000 Penalty: 5177.853516
	Iteration 11Q: 3 clusters Score -3896001 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3896184.000000 Penalty: 5177.853516
	Iteration 12Q: 3 clusters Score -3896184 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3896316.250000 Penalty: 5177.853516
	Iteration 13Q: 3 clusters Score -3896316 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3896414.500000 Penalty: 5177.853516
	Iteration 14Q: 3 clusters Score -3896414 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3896470.750000 Penalty: 5177.853516
	Iteration 15Q: 3 clusters Score -3896471 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -3896541.500000 Penalty: 5177.853516
	Iteration 16Q: 3 clusters Score -3896542 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3896602.250000 Penalty: 5177.853516
	Iteration 17Q: 3 clusters Score -3896602 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3896642.000000 Penalty: 5177.853516
	Iteration 18Q: 3 clusters Score -3896642 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3896684.000000 Penalty: 5177.853516
	Iteration 19Q: 3 clusters Score -3896684 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -3896720.500000 Penalty: 5177.853516
	Iteration 20F: 3 clusters Score -3896720 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3896789.250000 Penalty: 5177.853516
	Iteration 21Q: 3 clusters Score -3896789 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3896835.000000 Penalty: 5177.853516
	Iteration 22Q: 3 clusters Score -3896835 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -3896868.500000 Penalty: 5177.853516
	Iteration 23Q: 3 clusters Score -3896868 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3896926.500000 Penalty: 5177.853516
	Iteration 24Q: 3 clusters Score -3896926 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3896988.750000 Penalty: 5177.853516
	Iteration 25Q: 3 clusters Score -3896989 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3897035.250000 Penalty: 5177.853516
	Iteration 26Q: 3 clusters Score -3897035 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3897100.000000 Penalty: 5177.853516
	Iteration 27Q: 3 clusters Score -3897100 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -3897191.000000 Penalty: 5177.853516
	Iteration 28Q: 3 clusters Score -3897191 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -3897284.000000 Penalty: 5177.853516
	Iteration 29Q: 3 clusters Score -3897284 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3897369.500000 Penalty: 5177.853516
	Iteration 30Q: 3 clusters Score -3897370 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3897498.250000 Penalty: 5177.853516
	Iteration 31Q: 3 clusters Score -3897498 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3897640.500000 Penalty: 5177.853516
	Iteration 32Q: 3 clusters Score -3897640 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3897796.250000 Penalty: 5177.853516
	Iteration 33Q: 3 clusters Score -3897796 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3897964.500000 Penalty: 5177.853516
	Iteration 34Q: 3 clusters Score -3897964 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3898105.000000 Penalty: 5177.853516
	Iteration 35Q: 3 clusters Score -3898105 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -3898302.750000 Penalty: 5177.853516
	Iteration 36Q: 3 clusters Score -3898303 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3898455.000000 Penalty: 5177.853516
	Iteration 37Q: 3 clusters Score -3898455 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3898663.000000 Penalty: 5177.853516
	Iteration 38Q: 3 clusters Score -3898663 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3898875.250000 Penalty: 5177.853516
	Iteration 39Q: 3 clusters Score -3898875 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3899070.500000 Penalty: 5177.853516
	Iteration 40F: 3 clusters Score -3899070 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3899212.000000 Penalty: 5177.853516
	Iteration 41Q: 3 clusters Score -3899212 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3899367.750000 Penalty: 5177.853516
	Iteration 42Q: 3 clusters Score -3899368 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3899491.250000 Penalty: 5177.853516
	Iteration 43Q: 3 clusters Score -3899491 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3899575.250000 Penalty: 5177.853516
	Iteration 44Q: 3 clusters Score -3899575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3899638.750000 Penalty: 5177.853516
	Iteration 45Q: 3 clusters Score -3899639 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3899696.750000 Penalty: 5177.853516
	Iteration 46Q: 3 clusters Score -3899697 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3899742.000000 Penalty: 5177.853516
	Iteration 47Q: 3 clusters Score -3899742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3899777.000000 Penalty: 5177.853516
	Iteration 48Q: 3 clusters Score -3899777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3899806.750000 Penalty: 5177.853516
	Iteration 49Q: 3 clusters Score -3899807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3899842.500000 Penalty: 5177.853516
	Iteration 50Q: 3 clusters Score -3899842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3899869.250000 Penalty: 5177.853516
	Iteration 51Q: 3 clusters Score -3899869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3899877.750000 Penalty: 5177.853516
	Iteration 52Q: 3 clusters Score -3899878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3899886.250000 Penalty: 5177.853516
	Iteration 53Q: 3 clusters Score -3899886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3899892.000000 Penalty: 5177.853516
	Iteration 54Q: 3 clusters Score -3899892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3899920.250000 Penalty: 5177.853516
	Iteration 55Q: 3 clusters Score -3899920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3899929.500000 Penalty: 5177.853516
	Iteration 56Q: 3 clusters Score -3899930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3899934.500000 Penalty: 5177.853516
	Iteration 57Q: 3 clusters Score -3899934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3899937.000000 Penalty: 5177.853516
	Iteration 58Q: 3 clusters Score -3899937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3899942.500000 Penalty: 5177.853516
	Iteration 59Q: 3 clusters Score -3899942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3899952.750000 Penalty: 5177.853516
	Iteration 60F: 3 clusters Score -3899953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3899958.750000 Penalty: 5177.853516
	Iteration 61Q: 3 clusters Score -3899959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3899958.500000 Penalty: 5177.853516
	Iteration 62Q: 3 clusters Score -3899958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3899960.500000 Penalty: 5177.853516
	Iteration 63Q: 3 clusters Score -3899960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3899966.750000 Penalty: 5177.853516
	Iteration 64Q: 3 clusters Score -3899967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3899973.750000 Penalty: 5177.853516
	Iteration 65Q: 3 clusters Score -3899974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3899981.750000 Penalty: 5177.853516
	Iteration 66Q: 3 clusters Score -3899982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3899982.000000 Penalty: 5177.853516
	Iteration 67Q: 3 clusters Score -3899982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3899987.750000 Penalty: 5177.853516
	Iteration 68Q: 3 clusters Score -3899988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3899991.000000 Penalty: 5177.853516
	Iteration 69Q: 3 clusters Score -3899991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3899997.000000 Penalty: 5177.853516
	Iteration 70Q: 3 clusters Score -3899997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3900000.000000 Penalty: 5177.853516
	Iteration 71Q: 3 clusters Score -3900000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3900007.000000 Penalty: 5177.853516
	Iteration 72Q: 3 clusters Score -3900007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3900006.750000 Penalty: 5177.853516
	Iteration 73Q: 3 clusters Score -3900007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3900006.500000 Penalty: 5177.853516
	Iteration 74Q: 3 clusters Score -3900006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3900010.000000 Penalty: 5177.853516
	Iteration 75Q: 3 clusters Score -3900010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3900022.750000 Penalty: 5177.853516
	Iteration 76Q: 3 clusters Score -3900023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3900023.500000 Penalty: 5177.853516
	Iteration 77Q: 3 clusters Score -3900024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3900022.250000 Penalty: 5177.853516
	Iteration 78Q: 3 clusters Score -3900022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3900027.000000 Penalty: 5177.853516
	Iteration 79Q: 3 clusters Score -3900027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3900026.500000 Penalty: 5177.853516
	Iteration 80F: 3 clusters Score -3900026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Entering Unmasked Estep 
Score: -2150028.750000 Penalty: 2433.804443
	Iteration 0F: 2 clusters Score -2150029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2136971.500000 Penalty: 4867.608887
	Iteration 0F: 3 clusters Score -2136972 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2141207.000000 Penalty: 4867.608887
	Iteration 1F: 3 clusters Score -2141207 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2141586.000000 Penalty: 4867.608887
	Iteration 2F: 3 clusters Score -2141586 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2141949.000000 Penalty: 4867.608887
	Iteration 3Q: 3 clusters Score -2141949 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2142338.000000 Penalty: 4867.608887
	Iteration 4Q: 3 clusters Score -2142338 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2142866.250000 Penalty: 4867.608887
	Iteration 5Q: 3 clusters Score -2142866 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2143584.750000 Penalty: 4867.608887
	Iteration 6F: 3 clusters Score -2143585 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2144424.750000 Penalty: 4867.608887
	Iteration 7F: 3 clusters Score -2144425 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2145314.000000 Penalty: 4867.608887
	Iteration 8F: 3 clusters Score -2145314 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2146143.750000 Penalty: 4867.608887
	Iteration 9F: 3 clusters Score -2146144 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2146736.500000 Penalty: 4867.608887
	Iteration 10F: 3 clusters Score -2146736 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2147148.750000 Penalty: 4867.608887
	Iteration 11Q: 3 clusters Score -2147149 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2147434.500000 Penalty: 4867.608887
	Iteration 12Q: 3 clusters Score -2147434 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2147617.500000 Penalty: 4867.608887
	Iteration 13Q: 3 clusters Score -2147618 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2147776.500000 Penalty: 4867.608887
	Iteration 14Q: 3 clusters Score -2147776 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2147907.000000 Penalty: 4867.608887
	Iteration 15Q: 3 clusters Score -2147907 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2148010.250000 Penalty: 4867.608887
	Iteration 16Q: 3 clusters Score -2148010 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2148099.250000 Penalty: 4867.608887
	Iteration 17Q: 3 clusters Score -2148099 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2148162.500000 Penalty: 4867.608887
	Iteration 18Q: 3 clusters Score -2148162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2148205.500000 Penalty: 4867.608887
	Iteration 19Q: 3 clusters Score -2148206 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2148245.750000 Penalty: 4867.608887
	Iteration 20F: 3 clusters Score -2148246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2148290.000000 Penalty: 4867.608887
	Iteration 21Q: 3 clusters Score -2148290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2148334.000000 Penalty: 4867.608887
	Iteration 22Q: 3 clusters Score -2148334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2148369.750000 Penalty: 4867.608887
	Iteration 23Q: 3 clusters Score -2148370 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2148406.500000 Penalty: 4867.608887
	Iteration 24Q: 3 clusters Score -2148406 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2148436.750000 Penalty: 4867.608887
	Iteration 25Q: 3 clusters Score -2148437 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2148458.750000 Penalty: 4867.608887
	Iteration 26Q: 3 clusters Score -2148459 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2148487.250000 Penalty: 4867.608887
	Iteration 27Q: 3 clusters Score -2148487 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2148501.250000 Penalty: 4867.608887
	Iteration 28Q: 3 clusters Score -2148501 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2148520.000000 Penalty: 4867.608887
	Iteration 29Q: 3 clusters Score -2148520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2148539.000000 Penalty: 4867.608887
	Iteration 30Q: 3 clusters Score -2148539 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2148569.000000 Penalty: 4867.608887
	Iteration 31Q: 3 clusters Score -2148569 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2148592.750000 Penalty: 4867.608887
	Iteration 32Q: 3 clusters Score -2148593 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2148617.500000 Penalty: 4867.608887
	Iteration 33Q: 3 clusters Score -2148618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2148639.500000 Penalty: 4867.608887
	Iteration 34Q: 3 clusters Score -2148640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2148651.750000 Penalty: 4867.608887
	Iteration 35Q: 3 clusters Score -2148652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2148664.750000 Penalty: 4867.608887
	Iteration 36Q: 3 clusters Score -2148665 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2148678.250000 Penalty: 4867.608887
	Iteration 37Q: 3 clusters Score -2148678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2148675.750000 Penalty: 4867.608887
	Iteration 38Q: 3 clusters Score -2148676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2148684.500000 Penalty: 4867.608887
	Iteration 39Q: 3 clusters Score -2148684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2148692.250000 Penalty: 4867.608887
	Iteration 40F: 3 clusters Score -2148692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2148699.500000 Penalty: 4867.608887
	Iteration 41Q: 3 clusters Score -2148700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2148698.500000 Penalty: 4867.608887
	Iteration 42Q: 3 clusters Score -2148698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2148704.750000 Penalty: 4867.608887
	Iteration 43Q: 3 clusters Score -2148705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2148702.000000 Penalty: 4867.608887
	Iteration 44Q: 3 clusters Score -2148702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2148710.000000 Penalty: 4867.608887
	Iteration 45Q: 3 clusters Score -2148710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2148717.500000 Penalty: 4867.608887
	Iteration 46Q: 3 clusters Score -2148718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2148721.750000 Penalty: 4867.608887
	Iteration 47Q: 3 clusters Score -2148722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2148727.500000 Penalty: 4867.608887
	Iteration 48Q: 3 clusters Score -2148728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2148724.250000 Penalty: 4867.608887
	Iteration 49Q: 3 clusters Score -2148724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2148725.000000 Penalty: 4867.608887
	Iteration 50Q: 3 clusters Score -2148725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2148726.000000 Penalty: 4867.608887
	Iteration 51Q: 3 clusters Score -2148726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2148723.500000 Penalty: 4867.608887
	Iteration 52Q: 3 clusters Score -2148724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2148723.250000 Penalty: 4867.608887
	Iteration 53Q: 3 clusters Score -2148723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2148727.000000 Penalty: 4867.608887
	Iteration 54Q: 3 clusters Score -2148727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2148722.250000 Penalty: 4867.608887
	Iteration 55Q: 3 clusters Score -2148722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2148735.000000 Penalty: 4867.608887
	Iteration 56Q: 3 clusters Score -2148735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2148731.750000 Penalty: 4867.608887
	Iteration 57Q: 3 clusters Score -2148732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2148737.500000 Penalty: 4867.608887
	Iteration 58Q: 3 clusters Score -2148738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2148734.250000 Penalty: 4867.608887
	Iteration 59Q: 3 clusters Score -2148734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2148741.750000 Penalty: 4867.608887
	Iteration 60F: 3 clusters Score -2148742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2148745.250000 Penalty: 4867.608887
	Iteration 61Q: 3 clusters Score -2148745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2148746.750000 Penalty: 4867.608887
	Iteration 62Q: 3 clusters Score -2148747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2148754.250000 Penalty: 4867.608887
	Iteration 63Q: 3 clusters Score -2148754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2148751.000000 Penalty: 4867.608887
	Iteration 64Q: 3 clusters Score -2148751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2148753.000000 Penalty: 4867.608887
	Iteration 65Q: 3 clusters Score -2148753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2148754.000000 Penalty: 4867.608887
	Iteration 66Q: 3 clusters Score -2148754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2148757.750000 Penalty: 4867.608887
	Iteration 67Q: 3 clusters Score -2148758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2148760.750000 Penalty: 4867.608887
	Iteration 68Q: 3 clusters Score -2148761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2148767.500000 Penalty: 4867.608887
	Iteration 69Q: 3 clusters Score -2148768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2148773.500000 Penalty: 4867.608887
	Iteration 70Q: 3 clusters Score -2148774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2148777.250000 Penalty: 4867.608887
	Iteration 71Q: 3 clusters Score -2148777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2148780.000000 Penalty: 4867.608887
	Iteration 72Q: 3 clusters Score -2148780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2148780.500000 Penalty: 4867.608887
	Iteration 73Q: 3 clusters Score -2148780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2148783.750000 Penalty: 4867.608887
	Iteration 74Q: 3 clusters Score -2148784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2148783.750000 Penalty: 4867.608887
	Iteration 75F: 3 clusters Score -2148784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -33921.578125 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -33921.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32601.750000 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -32601.75 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32840.308594 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -32840.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32901.730469 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -32901.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32915.652344 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -32915.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32929.441406 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -32929.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32937.550781 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -32937.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32946.972656 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -32946.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32960.878906 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -32960.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32981.519531 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -32981.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32993.011719 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -32993.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32999.734375 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -32999.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33008.980469 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -33008.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33035.644531 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -33035.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33071.078125 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -33071.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33161.718750 Penalty: 2930.409180
	Iteration 14Q: 3 clusters Score -33161.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33246.589844 Penalty: 2930.409180
	Iteration 15Q: 3 clusters Score -33246.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33258.406250 Penalty: 2930.409180
	Iteration 16Q: 3 clusters Score -33258.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33280.238281 Penalty: 2930.409180
	Iteration 17Q: 3 clusters Score -33280.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33294.355469 Penalty: 2930.409180
	Iteration 18Q: 3 clusters Score -33294.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33308.160156 Penalty: 2930.409180
	Iteration 19Q: 3 clusters Score -33308.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33347.191406 Penalty: 2930.409180
	Iteration 20F: 3 clusters Score -33347.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33424.812500 Penalty: 2930.409180
	Iteration 21Q: 3 clusters Score -33424.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33544.765625 Penalty: 2930.409180
	Iteration 22Q: 3 clusters Score -33544.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33623.199219 Penalty: 2930.409180
	Iteration 23Q: 3 clusters Score -33623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33771.109375 Penalty: 2930.409180
	Iteration 24Q: 3 clusters Score -33771.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33893.769531 Penalty: 2930.409180
	Iteration 25Q: 3 clusters Score -33893.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33984.261719 Penalty: 2930.409180
	Iteration 26Q: 3 clusters Score -33984.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33995.050781 Penalty: 2930.409180
	Iteration 27Q: 3 clusters Score -33995.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33995.050781 Penalty: 2930.409180
	Iteration 28F: 3 clusters Score -33995.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243858 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31394 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 191 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99534 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42433 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57378 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Mstep: Class 45 contains 177 members 
Entering Unmasked Estep 
Score: -225985936.000000 Penalty: 161989.984375
Splitting cluster 23 changes total score from -225987984.000000 to -225985936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -571128.562500 Penalty: 2131.763184
	Iteration 0F: 2 clusters Score -571128.6 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 2732 members 
Entering Unmasked Estep 
Score: -566351.125000 Penalty: 4263.526367
	Iteration 0F: 3 clusters Score -566351.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -567630.625000 Penalty: 4263.526367
	Iteration 1F: 3 clusters Score -567630.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -567987.437500 Penalty: 4263.526367
	Iteration 2F: 3 clusters Score -567987.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -568275.312500 Penalty: 4263.526367
	Iteration 3F: 3 clusters Score -568275.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -568615.312500 Penalty: 4263.526367
	Iteration 4F: 3 clusters Score -568615.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -569075.562500 Penalty: 4263.526367
	Iteration 5F: 3 clusters Score -569075.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -569538.875000 Penalty: 4263.526367
	Iteration 6F: 3 clusters Score -569538.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -569877.187500 Penalty: 4263.526367
	Iteration 7F: 3 clusters Score -569877.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -570120.437500 Penalty: 4263.526367
	Iteration 8Q: 3 clusters Score -570120.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -570281.437500 Penalty: 4263.526367
	Iteration 9Q: 3 clusters Score -570281.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -570378.562500 Penalty: 4263.526367
	Iteration 10Q: 3 clusters Score -570378.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -570431.750000 Penalty: 4263.526367
	Iteration 11Q: 3 clusters Score -570431.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -570470.187500 Penalty: 4263.526367
	Iteration 12Q: 3 clusters Score -570470.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -570495.375000 Penalty: 4263.526367
	Iteration 13Q: 3 clusters Score -570495.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -570522.875000 Penalty: 4263.526367
	Iteration 14Q: 3 clusters Score -570522.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -570540.250000 Penalty: 4263.526367
	Iteration 15Q: 3 clusters Score -570540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -570550.250000 Penalty: 4263.526367
	Iteration 16Q: 3 clusters Score -570550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -570556.562500 Penalty: 4263.526367
	Iteration 17Q: 3 clusters Score -570556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -570560.500000 Penalty: 4263.526367
	Iteration 18Q: 3 clusters Score -570560.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -570564.250000 Penalty: 4263.526367
	Iteration 19Q: 3 clusters Score -570564.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -570566.750000 Penalty: 4263.526367
	Iteration 20F: 3 clusters Score -570566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -570567.875000 Penalty: 4263.526367
	Iteration 21Q: 3 clusters Score -570567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -570568.812500 Penalty: 4263.526367
	Iteration 22Q: 3 clusters Score -570568.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -570569.375000 Penalty: 4263.526367
	Iteration 23Q: 3 clusters Score -570569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -570569.812500 Penalty: 4263.526367
	Iteration 24Q: 3 clusters Score -570569.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -570569.625000 Penalty: 4263.526367
	Iteration 25Q: 3 clusters Score -570569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -570570.187500 Penalty: 4263.526367
	Iteration 26Q: 3 clusters Score -570570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -570571.125000 Penalty: 4263.526367
	Iteration 27Q: 3 clusters Score -570571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -570571.125000 Penalty: 4263.526367
	Iteration 28F: 3 clusters Score -570571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (131079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Entering Unmasked Estep 
Score: -15277912.000000 Penalty: 2922.321533
	Iteration 0F: 2 clusters Score -1.527791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -15189935.000000 Penalty: 5844.643066
	Iteration 0F: 3 clusters Score -1.518994e+07 nChanged 62404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -15225567.000000 Penalty: 5844.643066
	Iteration 1F: 3 clusters Score -1.522557e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -15226519.000000 Penalty: 5844.643066
	Iteration 2Q: 3 clusters Score -1.522652e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -15228051.000000 Penalty: 5844.643066
	Iteration 3Q: 3 clusters Score -1.522805e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -15230487.000000 Penalty: 5844.643066
	Iteration 4Q: 3 clusters Score -1.523049e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -15234475.000000 Penalty: 5844.643066
	Iteration 5F: 3 clusters Score -1.523448e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90395 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -15240320.000000 Penalty: 5844.643066
	Iteration 6F: 3 clusters Score -1.524032e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -15248079.000000 Penalty: 5844.643066
	Iteration 7F: 3 clusters Score -1.524808e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -15256934.000000 Penalty: 5844.643066
	Iteration 8F: 3 clusters Score -1.525693e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -15264584.000000 Penalty: 5844.643066
	Iteration 9F: 3 clusters Score -1.526458e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123603 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -15269824.000000 Penalty: 5844.643066
	Iteration 10Q: 3 clusters Score -1.526982e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127066 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -15272752.000000 Penalty: 5844.643066
	Iteration 11Q: 3 clusters Score -1.527275e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -15274115.000000 Penalty: 5844.643066
	Iteration 12Q: 3 clusters Score -1.527412e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -15274644.000000 Penalty: 5844.643066
	Iteration 13Q: 3 clusters Score -1.527464e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129951 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -15274929.000000 Penalty: 5844.643066
	Iteration 14Q: 3 clusters Score -1.527493e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130124 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -15275087.000000 Penalty: 5844.643066
	Iteration 15Q: 3 clusters Score -1.527509e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130226 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -15275161.000000 Penalty: 5844.643066
	Iteration 16Q: 3 clusters Score -1.527516e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130296 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -15275222.000000 Penalty: 5844.643066
	Iteration 17Q: 3 clusters Score -1.527522e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130335 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -15275270.000000 Penalty: 5844.643066
	Iteration 18Q: 3 clusters Score -1.527527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130367 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -15275309.000000 Penalty: 5844.643066
	Iteration 19Q: 3 clusters Score -1.527531e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130388 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -15275333.000000 Penalty: 5844.643066
	Iteration 20F: 3 clusters Score -1.527533e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130403 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -15275359.000000 Penalty: 5844.643066
	Iteration 21Q: 3 clusters Score -1.527536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130413 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -15275380.000000 Penalty: 5844.643066
	Iteration 22Q: 3 clusters Score -1.527538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -15275388.000000 Penalty: 5844.643066
	Iteration 23Q: 3 clusters Score -1.527539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130429 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -15275400.000000 Penalty: 5844.643066
	Iteration 24Q: 3 clusters Score -1.52754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130435 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -15275429.000000 Penalty: 5844.643066
	Iteration 25Q: 3 clusters Score -1.527543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -15275429.000000 Penalty: 5844.643066
	Iteration 26Q: 3 clusters Score -1.527543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130454 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -15275436.000000 Penalty: 5844.643066
	Iteration 27Q: 3 clusters Score -1.527544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130461 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15275446.000000 Penalty: 5844.643066
	Iteration 28Q: 3 clusters Score -1.527545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -15275450.000000 Penalty: 5844.643066
	Iteration 29Q: 3 clusters Score -1.527545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130471 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -15275452.000000 Penalty: 5844.643066
	Iteration 30Q: 3 clusters Score -1.527545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -15275456.000000 Penalty: 5844.643066
	Iteration 31Q: 3 clusters Score -1.527546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130484 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -15275461.000000 Penalty: 5844.643066
	Iteration 32Q: 3 clusters Score -1.527546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130488 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -15275472.000000 Penalty: 5844.643066
	Iteration 33Q: 3 clusters Score -1.527547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130491 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15275471.000000 Penalty: 5844.643066
	Iteration 34Q: 3 clusters Score -1.527547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130491 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -15275471.000000 Penalty: 5844.643066
	Iteration 35F: 3 clusters Score -1.527547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Entering Unmasked Estep 
Score: -1721676.750000 Penalty: 2391.133789
	Iteration 0F: 2 clusters Score -1721677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1710569.750000 Penalty: 4782.267578
	Iteration 0F: 3 clusters Score -1710570 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1714209.500000 Penalty: 4782.267578
	Iteration 1F: 3 clusters Score -1714210 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1714557.000000 Penalty: 4782.267578
	Iteration 2F: 3 clusters Score -1714557 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1714847.750000 Penalty: 4782.267578
	Iteration 3Q: 3 clusters Score -1714848 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1715084.375000 Penalty: 4782.267578
	Iteration 4Q: 3 clusters Score -1715084 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1715335.375000 Penalty: 4782.267578
	Iteration 5Q: 3 clusters Score -1715335 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1715594.750000 Penalty: 4782.267578
	Iteration 6Q: 3 clusters Score -1715595 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1715876.750000 Penalty: 4782.267578
	Iteration 7Q: 3 clusters Score -1715877 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1716208.375000 Penalty: 4782.267578
	Iteration 8Q: 3 clusters Score -1716208 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1716605.000000 Penalty: 4782.267578
	Iteration 9Q: 3 clusters Score -1716605 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1717034.125000 Penalty: 4782.267578
	Iteration 10Q: 3 clusters Score -1717034 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1717534.250000 Penalty: 4782.267578
	Iteration 11Q: 3 clusters Score -1717534 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1718045.875000 Penalty: 4782.267578
	Iteration 12Q: 3 clusters Score -1718046 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1718435.125000 Penalty: 4782.267578
	Iteration 13Q: 3 clusters Score -1718435 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1718690.500000 Penalty: 4782.267578
	Iteration 14Q: 3 clusters Score -1718690 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1718848.375000 Penalty: 4782.267578
	Iteration 15Q: 3 clusters Score -1718848 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1718977.750000 Penalty: 4782.267578
	Iteration 16Q: 3 clusters Score -1718978 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1719066.750000 Penalty: 4782.267578
	Iteration 17Q: 3 clusters Score -1719067 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1719139.750000 Penalty: 4782.267578
	Iteration 18Q: 3 clusters Score -1719140 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1719202.250000 Penalty: 4782.267578
	Iteration 19Q: 3 clusters Score -1719202 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1719253.750000 Penalty: 4782.267578
	Iteration 20F: 3 clusters Score -1719254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1719304.125000 Penalty: 4782.267578
	Iteration 21Q: 3 clusters Score -1719304 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1719350.375000 Penalty: 4782.267578
	Iteration 22Q: 3 clusters Score -1719350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1719399.000000 Penalty: 4782.267578
	Iteration 23Q: 3 clusters Score -1719399 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1719450.250000 Penalty: 4782.267578
	Iteration 24Q: 3 clusters Score -1719450 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1719502.750000 Penalty: 4782.267578
	Iteration 25Q: 3 clusters Score -1719503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1719566.625000 Penalty: 4782.267578
	Iteration 26Q: 3 clusters Score -1719567 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1719655.500000 Penalty: 4782.267578
	Iteration 27Q: 3 clusters Score -1719656 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1719753.500000 Penalty: 4782.267578
	Iteration 28Q: 3 clusters Score -1719754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1719852.250000 Penalty: 4782.267578
	Iteration 29Q: 3 clusters Score -1719852 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1719940.875000 Penalty: 4782.267578
	Iteration 30Q: 3 clusters Score -1719941 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -1720017.125000 Penalty: 4782.267578
	Iteration 31Q: 3 clusters Score -1720017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1720069.500000 Penalty: 4782.267578
	Iteration 32Q: 3 clusters Score -1720070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1720104.500000 Penalty: 4782.267578
	Iteration 33Q: 3 clusters Score -1720104 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1720135.875000 Penalty: 4782.267578
	Iteration 34Q: 3 clusters Score -1720136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1720149.500000 Penalty: 4782.267578
	Iteration 35Q: 3 clusters Score -1720150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1720156.750000 Penalty: 4782.267578
	Iteration 36Q: 3 clusters Score -1720157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1720162.875000 Penalty: 4782.267578
	Iteration 37Q: 3 clusters Score -1720163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1720166.375000 Penalty: 4782.267578
	Iteration 38Q: 3 clusters Score -1720166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1720171.125000 Penalty: 4782.267578
	Iteration 39Q: 3 clusters Score -1720171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1720174.375000 Penalty: 4782.267578
	Iteration 40F: 3 clusters Score -1720174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1720176.000000 Penalty: 4782.267578
	Iteration 41Q: 3 clusters Score -1720176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1720174.875000 Penalty: 4782.267578
	Iteration 42Q: 3 clusters Score -1720175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1720175.375000 Penalty: 4782.267578
	Iteration 43Q: 3 clusters Score -1720175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1720176.625000 Penalty: 4782.267578
	Iteration 44Q: 3 clusters Score -1720177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1720180.875000 Penalty: 4782.267578
	Iteration 45Q: 3 clusters Score -1720181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1720183.000000 Penalty: 4782.267578
	Iteration 46Q: 3 clusters Score -1720183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1720180.750000 Penalty: 4782.267578
	Iteration 47Q: 3 clusters Score -1720181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1720180.750000 Penalty: 4782.267578
	Iteration 48F: 3 clusters Score -1720181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Entering Unmasked Estep 
Score: -2622527.000000 Penalty: 2489.233398
	Iteration 0F: 2 clusters Score -2622527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2606658.500000 Penalty: 4978.466797
	Iteration 0F: 3 clusters Score -2606658 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2612319.000000 Penalty: 4978.466797
	Iteration 1F: 3 clusters Score -2612319 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2613059.000000 Penalty: 4978.466797
	Iteration 2F: 3 clusters Score -2613059 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2613967.750000 Penalty: 4978.466797
	Iteration 3F: 3 clusters Score -2613968 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2615141.250000 Penalty: 4978.466797
	Iteration 4F: 3 clusters Score -2615141 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2616542.000000 Penalty: 4978.466797
	Iteration 5F: 3 clusters Score -2616542 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2617868.250000 Penalty: 4978.466797
	Iteration 6F: 3 clusters Score -2617868 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2618970.750000 Penalty: 4978.466797
	Iteration 7F: 3 clusters Score -2618971 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2619709.750000 Penalty: 4978.466797
	Iteration 8Q: 3 clusters Score -2619710 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2620064.000000 Penalty: 4978.466797
	Iteration 9Q: 3 clusters Score -2620064 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2620268.250000 Penalty: 4978.466797
	Iteration 10Q: 3 clusters Score -2620268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2620392.500000 Penalty: 4978.466797
	Iteration 11Q: 3 clusters Score -2620392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2620446.000000 Penalty: 4978.466797
	Iteration 12Q: 3 clusters Score -2620446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2620492.250000 Penalty: 4978.466797
	Iteration 13Q: 3 clusters Score -2620492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2620523.500000 Penalty: 4978.466797
	Iteration 14Q: 3 clusters Score -2620524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2620547.250000 Penalty: 4978.466797
	Iteration 15Q: 3 clusters Score -2620547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -2620555.250000 Penalty: 4978.466797
	Iteration 16Q: 3 clusters Score -2620555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2620566.250000 Penalty: 4978.466797
	Iteration 17Q: 3 clusters Score -2620566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2620584.000000 Penalty: 4978.466797
	Iteration 18Q: 3 clusters Score -2620584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2620588.500000 Penalty: 4978.466797
	Iteration 19Q: 3 clusters Score -2620588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2620596.250000 Penalty: 4978.466797
	Iteration 20F: 3 clusters Score -2620596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2620606.000000 Penalty: 4978.466797
	Iteration 21Q: 3 clusters Score -2620606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2620608.250000 Penalty: 4978.466797
	Iteration 22Q: 3 clusters Score -2620608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2620617.000000 Penalty: 4978.466797
	Iteration 23Q: 3 clusters Score -2620617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2620620.000000 Penalty: 4978.466797
	Iteration 24Q: 3 clusters Score -2620620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2620625.750000 Penalty: 4978.466797
	Iteration 25Q: 3 clusters Score -2620626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2620627.250000 Penalty: 4978.466797
	Iteration 26Q: 3 clusters Score -2620627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2620629.500000 Penalty: 4978.466797
	Iteration 27Q: 3 clusters Score -2620630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2620631.500000 Penalty: 4978.466797
	Iteration 28Q: 3 clusters Score -2620632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2620630.000000 Penalty: 4978.466797
	Iteration 29Q: 3 clusters Score -2620630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2620629.000000 Penalty: 4978.466797
	Iteration 30Q: 3 clusters Score -2620629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2620634.000000 Penalty: 4978.466797
	Iteration 31Q: 3 clusters Score -2620634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2620634.500000 Penalty: 4978.466797
	Iteration 32Q: 3 clusters Score -2620634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2620636.250000 Penalty: 4978.466797
	Iteration 33Q: 3 clusters Score -2620636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2620636.250000 Penalty: 4978.466797
	Iteration 34F: 3 clusters Score -2620636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -178903.562500 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -178903.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -176497.906250 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -176497.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -176890.046875 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -176890 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177020.328125 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -177020.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -177112.687500 Penalty: 3682.681885
	Iteration 3Q: 3 clusters Score -177112.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -177177.218750 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -177177.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -177225.968750 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -177226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -177288.453125 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -177288.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -177332.031250 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -177332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -177366.906250 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -177366.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -177397.406250 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -177397.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -177417.109375 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -177417.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -177433.515625 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -177433.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -177444.593750 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -177444.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -177459.375000 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -177459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -177468.312500 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -177468.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -177471.156250 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -177471.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -177473.156250 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -177473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177475.156250 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -177475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177475.156250 Penalty: 3682.681885
	Iteration 18F: 3 clusters Score -177475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1105171.750000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1105172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1097513.750000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1097514 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1099790.375000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1099790 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1100156.750000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1100157 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1100474.375000 Penalty: 4566.291016
	Iteration 3F: 3 clusters Score -1100474 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1100788.875000 Penalty: 4566.291016
	Iteration 4F: 3 clusters Score -1100789 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1101087.500000 Penalty: 4566.291016
	Iteration 5Q: 3 clusters Score -1101088 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1101377.875000 Penalty: 4566.291016
	Iteration 6Q: 3 clusters Score -1101378 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1101658.125000 Penalty: 4566.291016
	Iteration 7Q: 3 clusters Score -1101658 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1101959.375000 Penalty: 4566.291016
	Iteration 8Q: 3 clusters Score -1101959 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1102261.750000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1102262 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1102548.625000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1102549 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1102811.125000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1102811 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1103027.375000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1103027 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1103195.625000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1103196 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1103299.625000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1103300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1103380.375000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1103380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1103434.500000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1103434 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1103469.000000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1103469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1103490.625000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1103491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1103507.125000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1103507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1103520.375000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1103520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1103524.500000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1103524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1103534.375000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1103534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1103540.375000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1103540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1103541.875000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1103542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1103547.875000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1103548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1103552.875000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1103553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1103557.750000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1103558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1103564.875000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1103565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1103565.875000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1103566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1103568.375000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1103568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1103573.500000 Penalty: 4566.291016
	Iteration 31Q: 3 clusters Score -1103574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1103575.000000 Penalty: 4566.291016
	Iteration 32Q: 3 clusters Score -1103575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1103574.625000 Penalty: 4566.291016
	Iteration 33Q: 3 clusters Score -1103575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1103576.625000 Penalty: 4566.291016
	Iteration 34Q: 3 clusters Score -1103577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1103576.250000 Penalty: 4566.291016
	Iteration 35Q: 3 clusters Score -1103576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1103577.750000 Penalty: 4566.291016
	Iteration 36Q: 3 clusters Score -1103578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1103576.250000 Penalty: 4566.291016
	Iteration 37Q: 3 clusters Score -1103576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1103578.375000 Penalty: 4566.291016
	Iteration 38Q: 3 clusters Score -1103578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1103575.000000 Penalty: 4566.291016
	Iteration 39Q: 3 clusters Score -1103575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1103578.375000 Penalty: 4566.291016
	Iteration 40F: 3 clusters Score -1103578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1103579.375000 Penalty: 4566.291016
	Iteration 41Q: 3 clusters Score -1103579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1103580.500000 Penalty: 4566.291016
	Iteration 42Q: 3 clusters Score -1103580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1103582.750000 Penalty: 4566.291016
	Iteration 43Q: 3 clusters Score -1103583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1103587.750000 Penalty: 4566.291016
	Iteration 44Q: 3 clusters Score -1103588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1103587.000000 Penalty: 4566.291016
	Iteration 45Q: 3 clusters Score -1103587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1103586.250000 Penalty: 4566.291016
	Iteration 46Q: 3 clusters Score -1103586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1103585.750000 Penalty: 4566.291016
	Iteration 47Q: 3 clusters Score -1103586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1103587.375000 Penalty: 4566.291016
	Iteration 48Q: 3 clusters Score -1103587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1103587.250000 Penalty: 4566.291016
	Iteration 49Q: 3 clusters Score -1103587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1103587.375000 Penalty: 4566.291016
	Iteration 50Q: 3 clusters Score -1103587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1103586.750000 Penalty: 4566.291016
	Iteration 51Q: 3 clusters Score -1103587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1103588.125000 Penalty: 4566.291016
	Iteration 52Q: 3 clusters Score -1103588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1103588.000000 Penalty: 4566.291016
	Iteration 53Q: 3 clusters Score -1103588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1103588.000000 Penalty: 4566.291016
	Iteration 54F: 3 clusters Score -1103588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -1120787.500000 Penalty: 2301.984619
	Iteration 0F: 2 clusters Score -1120788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1112741.625000 Penalty: 4603.969238
	Iteration 0F: 3 clusters Score -1112742 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1115459.125000 Penalty: 4603.969238
	Iteration 1F: 3 clusters Score -1115459 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1116018.875000 Penalty: 4603.969238
	Iteration 2F: 3 clusters Score -1116019 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1116543.500000 Penalty: 4603.969238
	Iteration 3F: 3 clusters Score -1116544 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1117014.375000 Penalty: 4603.969238
	Iteration 4F: 3 clusters Score -1117014 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1117428.250000 Penalty: 4603.969238
	Iteration 5F: 3 clusters Score -1117428 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1117793.125000 Penalty: 4603.969238
	Iteration 6Q: 3 clusters Score -1117793 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1118130.875000 Penalty: 4603.969238
	Iteration 7Q: 3 clusters Score -1118131 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1118422.125000 Penalty: 4603.969238
	Iteration 8Q: 3 clusters Score -1118422 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1118656.625000 Penalty: 4603.969238
	Iteration 9Q: 3 clusters Score -1118657 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1118833.000000 Penalty: 4603.969238
	Iteration 10Q: 3 clusters Score -1118833 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1118933.750000 Penalty: 4603.969238
	Iteration 11Q: 3 clusters Score -1118934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1119016.875000 Penalty: 4603.969238
	Iteration 12Q: 3 clusters Score -1119017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1119084.375000 Penalty: 4603.969238
	Iteration 13Q: 3 clusters Score -1119084 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1119116.375000 Penalty: 4603.969238
	Iteration 14Q: 3 clusters Score -1119116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1119139.500000 Penalty: 4603.969238
	Iteration 15Q: 3 clusters Score -1119140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1119154.625000 Penalty: 4603.969238
	Iteration 16Q: 3 clusters Score -1119155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1119167.875000 Penalty: 4603.969238
	Iteration 17Q: 3 clusters Score -1119168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1119177.875000 Penalty: 4603.969238
	Iteration 18Q: 3 clusters Score -1119178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1119189.500000 Penalty: 4603.969238
	Iteration 19Q: 3 clusters Score -1119190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1119193.500000 Penalty: 4603.969238
	Iteration 20F: 3 clusters Score -1119194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1119198.250000 Penalty: 4603.969238
	Iteration 21Q: 3 clusters Score -1119198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1119201.875000 Penalty: 4603.969238
	Iteration 22Q: 3 clusters Score -1119202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1119206.625000 Penalty: 4603.969238
	Iteration 23Q: 3 clusters Score -1119207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1119208.000000 Penalty: 4603.969238
	Iteration 24Q: 3 clusters Score -1119208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1119206.875000 Penalty: 4603.969238
	Iteration 25Q: 3 clusters Score -1119207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1119209.875000 Penalty: 4603.969238
	Iteration 26Q: 3 clusters Score -1119210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1119214.625000 Penalty: 4603.969238
	Iteration 27Q: 3 clusters Score -1119215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1119216.250000 Penalty: 4603.969238
	Iteration 28Q: 3 clusters Score -1119216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1119217.500000 Penalty: 4603.969238
	Iteration 29Q: 3 clusters Score -1119218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1119216.375000 Penalty: 4603.969238
	Iteration 30Q: 3 clusters Score -1119216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1119217.250000 Penalty: 4603.969238
	Iteration 31Q: 3 clusters Score -1119217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1119219.500000 Penalty: 4603.969238
	Iteration 32Q: 3 clusters Score -1119220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1119216.875000 Penalty: 4603.969238
	Iteration 33Q: 3 clusters Score -1119217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1119216.875000 Penalty: 4603.969238
	Iteration 34F: 3 clusters Score -1119217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Entering Unmasked Estep 
Score: -1284427.125000 Penalty: 2318.976318
	Iteration 0F: 2 clusters Score -1284427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1275752.000000 Penalty: 4637.952637
	Iteration 0F: 3 clusters Score -1275752 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1278356.375000 Penalty: 4637.952637
	Iteration 1F: 3 clusters Score -1278356 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1278699.625000 Penalty: 4637.952637
	Iteration 2F: 3 clusters Score -1278700 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1278994.500000 Penalty: 4637.952637
	Iteration 3F: 3 clusters Score -1278994 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1279271.625000 Penalty: 4637.952637
	Iteration 4Q: 3 clusters Score -1279272 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1279491.625000 Penalty: 4637.952637
	Iteration 5Q: 3 clusters Score -1279492 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1279693.625000 Penalty: 4637.952637
	Iteration 6Q: 3 clusters Score -1279694 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1279900.625000 Penalty: 4637.952637
	Iteration 7Q: 3 clusters Score -1279901 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1280101.375000 Penalty: 4637.952637
	Iteration 8Q: 3 clusters Score -1280101 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1280300.500000 Penalty: 4637.952637
	Iteration 9Q: 3 clusters Score -1280300 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1280474.125000 Penalty: 4637.952637
	Iteration 10Q: 3 clusters Score -1280474 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1280614.750000 Penalty: 4637.952637
	Iteration 11Q: 3 clusters Score -1280615 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1280751.250000 Penalty: 4637.952637
	Iteration 12Q: 3 clusters Score -1280751 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1280872.375000 Penalty: 4637.952637
	Iteration 13Q: 3 clusters Score -1280872 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1280983.750000 Penalty: 4637.952637
	Iteration 14Q: 3 clusters Score -1280984 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1281076.500000 Penalty: 4637.952637
	Iteration 15Q: 3 clusters Score -1281076 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1281175.750000 Penalty: 4637.952637
	Iteration 16Q: 3 clusters Score -1281176 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1281266.750000 Penalty: 4637.952637
	Iteration 17Q: 3 clusters Score -1281267 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1281361.250000 Penalty: 4637.952637
	Iteration 18Q: 3 clusters Score -1281361 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1281490.250000 Penalty: 4637.952637
	Iteration 19Q: 3 clusters Score -1281490 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1281626.250000 Penalty: 4637.952637
	Iteration 20F: 3 clusters Score -1281626 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1281764.375000 Penalty: 4637.952637
	Iteration 21Q: 3 clusters Score -1281764 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1281894.250000 Penalty: 4637.952637
	Iteration 22Q: 3 clusters Score -1281894 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1281996.250000 Penalty: 4637.952637
	Iteration 23Q: 3 clusters Score -1281996 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1282065.375000 Penalty: 4637.952637
	Iteration 24Q: 3 clusters Score -1282065 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1282121.250000 Penalty: 4637.952637
	Iteration 25Q: 3 clusters Score -1282121 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1282170.750000 Penalty: 4637.952637
	Iteration 26Q: 3 clusters Score -1282171 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1282209.500000 Penalty: 4637.952637
	Iteration 27Q: 3 clusters Score -1282210 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1282250.500000 Penalty: 4637.952637
	Iteration 28Q: 3 clusters Score -1282250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1282276.250000 Penalty: 4637.952637
	Iteration 29Q: 3 clusters Score -1282276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1282303.000000 Penalty: 4637.952637
	Iteration 30Q: 3 clusters Score -1282303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1282330.625000 Penalty: 4637.952637
	Iteration 31Q: 3 clusters Score -1282331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1282352.250000 Penalty: 4637.952637
	Iteration 32Q: 3 clusters Score -1282352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1282361.750000 Penalty: 4637.952637
	Iteration 33Q: 3 clusters Score -1282362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1282376.500000 Penalty: 4637.952637
	Iteration 34Q: 3 clusters Score -1282376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1282392.250000 Penalty: 4637.952637
	Iteration 35Q: 3 clusters Score -1282392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1282403.125000 Penalty: 4637.952637
	Iteration 36Q: 3 clusters Score -1282403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1282414.500000 Penalty: 4637.952637
	Iteration 37Q: 3 clusters Score -1282414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1282435.000000 Penalty: 4637.952637
	Iteration 38Q: 3 clusters Score -1282435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1282451.625000 Penalty: 4637.952637
	Iteration 39Q: 3 clusters Score -1282452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1282469.500000 Penalty: 4637.952637
	Iteration 40F: 3 clusters Score -1282470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1282488.250000 Penalty: 4637.952637
	Iteration 41Q: 3 clusters Score -1282488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1282503.250000 Penalty: 4637.952637
	Iteration 42Q: 3 clusters Score -1282503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1282513.500000 Penalty: 4637.952637
	Iteration 43Q: 3 clusters Score -1282514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1282523.750000 Penalty: 4637.952637
	Iteration 44Q: 3 clusters Score -1282524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1282536.125000 Penalty: 4637.952637
	Iteration 45Q: 3 clusters Score -1282536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1282551.500000 Penalty: 4637.952637
	Iteration 46Q: 3 clusters Score -1282552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1282573.875000 Penalty: 4637.952637
	Iteration 47Q: 3 clusters Score -1282574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1282595.500000 Penalty: 4637.952637
	Iteration 48Q: 3 clusters Score -1282596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1282614.125000 Penalty: 4637.952637
	Iteration 49Q: 3 clusters Score -1282614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1282636.625000 Penalty: 4637.952637
	Iteration 50Q: 3 clusters Score -1282637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1282658.625000 Penalty: 4637.952637
	Iteration 51Q: 3 clusters Score -1282659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1282673.500000 Penalty: 4637.952637
	Iteration 52Q: 3 clusters Score -1282674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1282686.125000 Penalty: 4637.952637
	Iteration 53Q: 3 clusters Score -1282686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1282702.875000 Penalty: 4637.952637
	Iteration 54Q: 3 clusters Score -1282703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1282716.500000 Penalty: 4637.952637
	Iteration 55Q: 3 clusters Score -1282716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1282722.125000 Penalty: 4637.952637
	Iteration 56Q: 3 clusters Score -1282722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1282726.000000 Penalty: 4637.952637
	Iteration 57Q: 3 clusters Score -1282726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1282728.000000 Penalty: 4637.952637
	Iteration 58Q: 3 clusters Score -1282728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1282728.500000 Penalty: 4637.952637
	Iteration 59Q: 3 clusters Score -1282728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1282729.000000 Penalty: 4637.952637
	Iteration 60F: 3 clusters Score -1282729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1282727.500000 Penalty: 4637.952637
	Iteration 61Q: 3 clusters Score -1282728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1282726.875000 Penalty: 4637.952637
	Iteration 62Q: 3 clusters Score -1282727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1282729.125000 Penalty: 4637.952637
	Iteration 63Q: 3 clusters Score -1282729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1282729.750000 Penalty: 4637.952637
	Iteration 64Q: 3 clusters Score -1282730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1282729.250000 Penalty: 4637.952637
	Iteration 65Q: 3 clusters Score -1282729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1282730.750000 Penalty: 4637.952637
	Iteration 66Q: 3 clusters Score -1282731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1282730.750000 Penalty: 4637.952637
	Iteration 67F: 3 clusters Score -1282731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99534 members 
Entering Unmasked Estep 
Score: -11785023.000000 Penalty: 2854.047363
	Iteration 0F: 2 clusters Score -1.178502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -11718756.000000 Penalty: 5708.094727
	Iteration 0F: 3 clusters Score -1.171876e+07 nChanged 47069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -11745628.000000 Penalty: 5708.094727
	Iteration 1F: 3 clusters Score -1.174563e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -11747187.000000 Penalty: 5708.094727
	Iteration 2Q: 3 clusters Score -1.174719e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -11749903.000000 Penalty: 5708.094727
	Iteration 3F: 3 clusters Score -1.17499e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -11753770.000000 Penalty: 5708.094727
	Iteration 4F: 3 clusters Score -1.175377e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66835 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -11758542.000000 Penalty: 5708.094727
	Iteration 5F: 3 clusters Score -1.175854e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -11763315.000000 Penalty: 5708.094727
	Iteration 6F: 3 clusters Score -1.176332e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -11767513.000000 Penalty: 5708.094727
	Iteration 7F: 3 clusters Score -1.176751e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -11771273.000000 Penalty: 5708.094727
	Iteration 8F: 3 clusters Score -1.177127e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86039 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -11774571.000000 Penalty: 5708.094727
	Iteration 9Q: 3 clusters Score -1.177457e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -11777117.000000 Penalty: 5708.094727
	Iteration 10Q: 3 clusters Score -1.177712e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -11778892.000000 Penalty: 5708.094727
	Iteration 11Q: 3 clusters Score -1.177889e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94066 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -11780335.000000 Penalty: 5708.094727
	Iteration 12Q: 3 clusters Score -1.178034e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95335 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -11781164.000000 Penalty: 5708.094727
	Iteration 13Q: 3 clusters Score -1.178116e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -11781688.000000 Penalty: 5708.094727
	Iteration 14Q: 3 clusters Score -1.178169e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -11782080.000000 Penalty: 5708.094727
	Iteration 15Q: 3 clusters Score -1.178208e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11782330.000000 Penalty: 5708.094727
	Iteration 16Q: 3 clusters Score -1.178233e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11782463.000000 Penalty: 5708.094727
	Iteration 17Q: 3 clusters Score -1.178246e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11782600.000000 Penalty: 5708.094727
	Iteration 18Q: 3 clusters Score -1.17826e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11782673.000000 Penalty: 5708.094727
	Iteration 19Q: 3 clusters Score -1.178267e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11782701.000000 Penalty: 5708.094727
	Iteration 20F: 3 clusters Score -1.17827e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11782717.000000 Penalty: 5708.094727
	Iteration 21Q: 3 clusters Score -1.178272e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98094 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -11782742.000000 Penalty: 5708.094727
	Iteration 22Q: 3 clusters Score -1.178274e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98144 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11782765.000000 Penalty: 5708.094727
	Iteration 23Q: 3 clusters Score -1.178276e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11782770.000000 Penalty: 5708.094727
	Iteration 24Q: 3 clusters Score -1.178277e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11782792.000000 Penalty: 5708.094727
	Iteration 25Q: 3 clusters Score -1.178279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98241 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11782809.000000 Penalty: 5708.094727
	Iteration 26Q: 3 clusters Score -1.178281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11782812.000000 Penalty: 5708.094727
	Iteration 27Q: 3 clusters Score -1.178281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -11782807.000000 Penalty: 5708.094727
	Iteration 28Q: 3 clusters Score -1.178281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -11782802.000000 Penalty: 5708.094727
	Iteration 29Q: 3 clusters Score -1.17828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11782796.000000 Penalty: 5708.094727
	Iteration 30Q: 3 clusters Score -1.17828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11782817.000000 Penalty: 5708.094727
	Iteration 31Q: 3 clusters Score -1.178282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -11782819.000000 Penalty: 5708.094727
	Iteration 32Q: 3 clusters Score -1.178282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11782827.000000 Penalty: 5708.094727
	Iteration 33Q: 3 clusters Score -1.178283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11782808.000000 Penalty: 5708.094727
	Iteration 34Q: 3 clusters Score -1.178281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11782813.000000 Penalty: 5708.094727
	Iteration 35Q: 3 clusters Score -1.178281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11782815.000000 Penalty: 5708.094727
	Iteration 36Q: 3 clusters Score -1.178282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11782829.000000 Penalty: 5708.094727
	Iteration 37Q: 3 clusters Score -1.178283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11782822.000000 Penalty: 5708.094727
	Iteration 38Q: 3 clusters Score -1.178282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98356 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -11782828.000000 Penalty: 5708.094727
	Iteration 39Q: 3 clusters Score -1.178283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11782824.000000 Penalty: 5708.094727
	Iteration 40F: 3 clusters Score -1.178282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11782823.000000 Penalty: 5708.094727
	Iteration 41Q: 3 clusters Score -1.178282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11782823.000000 Penalty: 5708.094727
	Iteration 42Q: 3 clusters Score -1.178282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11782826.000000 Penalty: 5708.094727
	Iteration 43Q: 3 clusters Score -1.178283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11782828.000000 Penalty: 5708.094727
	Iteration 44Q: 3 clusters Score -1.178283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98372 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11782827.000000 Penalty: 5708.094727
	Iteration 45Q: 3 clusters Score -1.178283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11782824.000000 Penalty: 5708.094727
	Iteration 46Q: 3 clusters Score -1.178282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11782820.000000 Penalty: 5708.094727
	Iteration 47Q: 3 clusters Score -1.178282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11782817.000000 Penalty: 5708.094727
	Iteration 48Q: 3 clusters Score -1.178282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11782832.000000 Penalty: 5708.094727
	Iteration 49Q: 3 clusters Score -1.178283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98382 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -11782832.000000 Penalty: 5708.094727
	Iteration 50F: 3 clusters Score -1.178283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -443485.781250 Penalty: 2053.867432
	Iteration 0F: 2 clusters Score -443485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -439714.937500 Penalty: 4107.734863
	Iteration 0F: 3 clusters Score -439714.9 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -440767.625000 Penalty: 4107.734863
	Iteration 1F: 3 clusters Score -440767.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -441129.750000 Penalty: 4107.734863
	Iteration 2F: 3 clusters Score -441129.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -441389.937500 Penalty: 4107.734863
	Iteration 3F: 3 clusters Score -441389.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -441630.593750 Penalty: 4107.734863
	Iteration 4F: 3 clusters Score -441630.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -441816.218750 Penalty: 4107.734863
	Iteration 5Q: 3 clusters Score -441816.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -441972.375000 Penalty: 4107.734863
	Iteration 6Q: 3 clusters Score -441972.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -442104.218750 Penalty: 4107.734863
	Iteration 7Q: 3 clusters Score -442104.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -442189.531250 Penalty: 4107.734863
	Iteration 8Q: 3 clusters Score -442189.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -442253.437500 Penalty: 4107.734863
	Iteration 9Q: 3 clusters Score -442253.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -442283.531250 Penalty: 4107.734863
	Iteration 10Q: 3 clusters Score -442283.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -442299.312500 Penalty: 4107.734863
	Iteration 11Q: 3 clusters Score -442299.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -442309.125000 Penalty: 4107.734863
	Iteration 12Q: 3 clusters Score -442309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -442316.875000 Penalty: 4107.734863
	Iteration 13Q: 3 clusters Score -442316.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -442326.625000 Penalty: 4107.734863
	Iteration 14Q: 3 clusters Score -442326.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -442335.687500 Penalty: 4107.734863
	Iteration 15Q: 3 clusters Score -442335.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -442343.250000 Penalty: 4107.734863
	Iteration 16Q: 3 clusters Score -442343.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -442349.000000 Penalty: 4107.734863
	Iteration 17Q: 3 clusters Score -442349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -442352.625000 Penalty: 4107.734863
	Iteration 18Q: 3 clusters Score -442352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -442357.125000 Penalty: 4107.734863
	Iteration 19Q: 3 clusters Score -442357.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -442361.875000 Penalty: 4107.734863
	Iteration 20F: 3 clusters Score -442361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -442365.031250 Penalty: 4107.734863
	Iteration 21Q: 3 clusters Score -442365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -442366.812500 Penalty: 4107.734863
	Iteration 22Q: 3 clusters Score -442366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -442368.125000 Penalty: 4107.734863
	Iteration 23Q: 3 clusters Score -442368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -442369.375000 Penalty: 4107.734863
	Iteration 24Q: 3 clusters Score -442369.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -442369.375000 Penalty: 4107.734863
	Iteration 25F: 3 clusters Score -442369.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Entering Unmasked Estep 
Score: -1129906.875000 Penalty: 2294.415283
	Iteration 0F: 2 clusters Score -1129907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1121981.125000 Penalty: 4588.830566
	Iteration 0F: 3 clusters Score -1121981 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1124432.500000 Penalty: 4588.830566
	Iteration 1F: 3 clusters Score -1124432 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1124913.625000 Penalty: 4588.830566
	Iteration 2F: 3 clusters Score -1124914 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1125353.125000 Penalty: 4588.830566
	Iteration 3F: 3 clusters Score -1125353 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1125714.875000 Penalty: 4588.830566
	Iteration 4F: 3 clusters Score -1125715 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1126047.875000 Penalty: 4588.830566
	Iteration 5F: 3 clusters Score -1126048 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1126416.125000 Penalty: 4588.830566
	Iteration 6F: 3 clusters Score -1126416 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1126845.250000 Penalty: 4588.830566
	Iteration 7F: 3 clusters Score -1126845 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1127236.875000 Penalty: 4588.830566
	Iteration 8F: 3 clusters Score -1127237 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1127555.875000 Penalty: 4588.830566
	Iteration 9Q: 3 clusters Score -1127556 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1127800.500000 Penalty: 4588.830566
	Iteration 10Q: 3 clusters Score -1127800 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1128003.875000 Penalty: 4588.830566
	Iteration 11Q: 3 clusters Score -1128004 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1128173.875000 Penalty: 4588.830566
	Iteration 12Q: 3 clusters Score -1128174 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1128316.875000 Penalty: 4588.830566
	Iteration 13Q: 3 clusters Score -1128317 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1128451.500000 Penalty: 4588.830566
	Iteration 14Q: 3 clusters Score -1128452 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1128548.000000 Penalty: 4588.830566
	Iteration 15Q: 3 clusters Score -1128548 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1128644.250000 Penalty: 4588.830566
	Iteration 16Q: 3 clusters Score -1128644 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1128745.875000 Penalty: 4588.830566
	Iteration 17Q: 3 clusters Score -1128746 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1128854.250000 Penalty: 4588.830566
	Iteration 18Q: 3 clusters Score -1128854 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1128955.125000 Penalty: 4588.830566
	Iteration 19Q: 3 clusters Score -1128955 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1129062.750000 Penalty: 4588.830566
	Iteration 20F: 3 clusters Score -1129063 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1129145.250000 Penalty: 4588.830566
	Iteration 21Q: 3 clusters Score -1129145 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1129200.875000 Penalty: 4588.830566
	Iteration 22Q: 3 clusters Score -1129201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1129236.500000 Penalty: 4588.830566
	Iteration 23Q: 3 clusters Score -1129236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1129264.750000 Penalty: 4588.830566
	Iteration 24Q: 3 clusters Score -1129265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1129280.250000 Penalty: 4588.830566
	Iteration 25Q: 3 clusters Score -1129280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1129291.750000 Penalty: 4588.830566
	Iteration 26Q: 3 clusters Score -1129292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1129299.375000 Penalty: 4588.830566
	Iteration 27Q: 3 clusters Score -1129299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1129312.625000 Penalty: 4588.830566
	Iteration 28Q: 3 clusters Score -1129313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1129324.000000 Penalty: 4588.830566
	Iteration 29Q: 3 clusters Score -1129324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1129322.875000 Penalty: 4588.830566
	Iteration 30Q: 3 clusters Score -1129323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1129325.500000 Penalty: 4588.830566
	Iteration 31Q: 3 clusters Score -1129326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1129330.375000 Penalty: 4588.830566
	Iteration 32Q: 3 clusters Score -1129330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1129332.125000 Penalty: 4588.830566
	Iteration 33Q: 3 clusters Score -1129332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1129337.250000 Penalty: 4588.830566
	Iteration 34Q: 3 clusters Score -1129337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1129342.750000 Penalty: 4588.830566
	Iteration 35Q: 3 clusters Score -1129343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1129342.250000 Penalty: 4588.830566
	Iteration 36Q: 3 clusters Score -1129342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1129346.000000 Penalty: 4588.830566
	Iteration 37Q: 3 clusters Score -1129346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1129344.875000 Penalty: 4588.830566
	Iteration 38Q: 3 clusters Score -1129345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1129344.750000 Penalty: 4588.830566
	Iteration 39Q: 3 clusters Score -1129345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1129343.625000 Penalty: 4588.830566
	Iteration 40F: 3 clusters Score -1129344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63387.500000 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63387.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63640.398438 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63640.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63777.054688 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -63777.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63884.761719 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -63884.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64002.273438 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -64002.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64106.269531 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -64106.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64196.367188 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -64196.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64263.578125 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -64263.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64316.007812 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -64316.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64353.316406 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -64353.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64375.507812 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64375.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64398.277344 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64398.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -64422.398438 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64424.421875 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -64424.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64425.636719 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -64425.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64427.601562 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -64427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64427.601562 Penalty: 3199.433350
	Iteration 16F: 3 clusters Score -64427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -163458.453125 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -163458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161207.515625 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -161207.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -161596.593750 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -161596.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -161709.984375 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -161710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161792.625000 Penalty: 3632.292725
	Iteration 3F: 3 clusters Score -161792.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -161851.765625 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -161851.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161883.750000 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -161883.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -161909.187500 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -161909.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161924.000000 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -161924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -161931.156250 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -161931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -161938.093750 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -161938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -161944.609375 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -161944.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -161954.656250 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -161954.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -161959.328125 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -161959.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -161963.031250 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -161963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -161964.734375 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -161964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -161965.687500 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -161965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161966.031250 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -161966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -161966.031250 Penalty: 3632.292725
	Iteration 17F: 3 clusters Score -161966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Entering Unmasked Estep 
Score: -4969674.000000 Penalty: 2642.609131
	Iteration 0F: 2 clusters Score -4969674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4941085.000000 Penalty: 5285.218262
	Iteration 0F: 3 clusters Score -4941085 nChanged 19356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -4951909.000000 Penalty: 5285.218262
	Iteration 1F: 3 clusters Score -4951909 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4952640.500000 Penalty: 5285.218262
	Iteration 2Q: 3 clusters Score -4952640 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4953460.000000 Penalty: 5285.218262
	Iteration 3Q: 3 clusters Score -4953460 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4954446.500000 Penalty: 5285.218262
	Iteration 4Q: 3 clusters Score -4954446 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -4955636.500000 Penalty: 5285.218262
	Iteration 5Q: 3 clusters Score -4955636 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4957234.000000 Penalty: 5285.218262
	Iteration 6F: 3 clusters Score -4957234 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4959459.500000 Penalty: 5285.218262
	Iteration 7F: 3 clusters Score -4959460 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4962235.500000 Penalty: 5285.218262
	Iteration 8F: 3 clusters Score -4962236 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4964701.500000 Penalty: 5285.218262
	Iteration 9F: 3 clusters Score -4964702 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4966250.500000 Penalty: 5285.218262
	Iteration 10F: 3 clusters Score -4966250 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4966935.000000 Penalty: 5285.218262
	Iteration 11Q: 3 clusters Score -4966935 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -4967218.000000 Penalty: 5285.218262
	Iteration 12Q: 3 clusters Score -4967218 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -4967356.500000 Penalty: 5285.218262
	Iteration 13Q: 3 clusters Score -4967356 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -4967479.500000 Penalty: 5285.218262
	Iteration 14Q: 3 clusters Score -4967480 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -4967552.500000 Penalty: 5285.218262
	Iteration 15Q: 3 clusters Score -4967552 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4967596.500000 Penalty: 5285.218262
	Iteration 16Q: 3 clusters Score -4967596 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4967641.500000 Penalty: 5285.218262
	Iteration 17Q: 3 clusters Score -4967642 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4967674.500000 Penalty: 5285.218262
	Iteration 18Q: 3 clusters Score -4967674 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -4967718.000000 Penalty: 5285.218262
	Iteration 19Q: 3 clusters Score -4967718 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -4967766.000000 Penalty: 5285.218262
	Iteration 20F: 3 clusters Score -4967766 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4967799.500000 Penalty: 5285.218262
	Iteration 21Q: 3 clusters Score -4967800 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -4967811.000000 Penalty: 5285.218262
	Iteration 22Q: 3 clusters Score -4967811 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -4967824.500000 Penalty: 5285.218262
	Iteration 23Q: 3 clusters Score -4967824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -4967846.500000 Penalty: 5285.218262
	Iteration 24Q: 3 clusters Score -4967846 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -4967834.000000 Penalty: 5285.218262
	Iteration 25Q: 3 clusters Score -4967834 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4967847.000000 Penalty: 5285.218262
	Iteration 26Q: 3 clusters Score -4967847 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4967848.500000 Penalty: 5285.218262
	Iteration 27Q: 3 clusters Score -4967848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -4967874.000000 Penalty: 5285.218262
	Iteration 28Q: 3 clusters Score -4967874 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -4967873.000000 Penalty: 5285.218262
	Iteration 29Q: 3 clusters Score -4967873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4967894.500000 Penalty: 5285.218262
	Iteration 30Q: 3 clusters Score -4967894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -4967899.500000 Penalty: 5285.218262
	Iteration 31Q: 3 clusters Score -4967900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -4967904.000000 Penalty: 5285.218262
	Iteration 32Q: 3 clusters Score -4967904 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4967939.000000 Penalty: 5285.218262
	Iteration 33Q: 3 clusters Score -4967939 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4967978.000000 Penalty: 5285.218262
	Iteration 34Q: 3 clusters Score -4967978 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4967982.000000 Penalty: 5285.218262
	Iteration 35Q: 3 clusters Score -4967982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4968015.500000 Penalty: 5285.218262
	Iteration 36Q: 3 clusters Score -4968016 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -4968025.000000 Penalty: 5285.218262
	Iteration 37Q: 3 clusters Score -4968025 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4968037.500000 Penalty: 5285.218262
	Iteration 38Q: 3 clusters Score -4968038 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4968050.000000 Penalty: 5285.218262
	Iteration 39Q: 3 clusters Score -4968050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4968050.500000 Penalty: 5285.218262
	Iteration 40F: 3 clusters Score -4968050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4968061.500000 Penalty: 5285.218262
	Iteration 41Q: 3 clusters Score -4968062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4968055.000000 Penalty: 5285.218262
	Iteration 42Q: 3 clusters Score -4968055 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4968052.500000 Penalty: 5285.218262
	Iteration 43Q: 3 clusters Score -4968052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4968062.500000 Penalty: 5285.218262
	Iteration 44Q: 3 clusters Score -4968062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4968069.500000 Penalty: 5285.218262
	Iteration 45Q: 3 clusters Score -4968070 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4968089.000000 Penalty: 5285.218262
	Iteration 46Q: 3 clusters Score -4968089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -4968096.500000 Penalty: 5285.218262
	Iteration 47Q: 3 clusters Score -4968096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4968096.000000 Penalty: 5285.218262
	Iteration 48Q: 3 clusters Score -4968096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4968100.500000 Penalty: 5285.218262
	Iteration 49Q: 3 clusters Score -4968100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4968101.500000 Penalty: 5285.218262
	Iteration 50Q: 3 clusters Score -4968102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4968109.500000 Penalty: 5285.218262
	Iteration 51Q: 3 clusters Score -4968110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -4968120.000000 Penalty: 5285.218262
	Iteration 52Q: 3 clusters Score -4968120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4968127.500000 Penalty: 5285.218262
	Iteration 53Q: 3 clusters Score -4968128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4968134.500000 Penalty: 5285.218262
	Iteration 54Q: 3 clusters Score -4968134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -4968133.000000 Penalty: 5285.218262
	Iteration 55Q: 3 clusters Score -4968133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -4968121.500000 Penalty: 5285.218262
	Iteration 56Q: 3 clusters Score -4968122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4968137.500000 Penalty: 5285.218262
	Iteration 57Q: 3 clusters Score -4968138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4968134.000000 Penalty: 5285.218262
	Iteration 58Q: 3 clusters Score -4968134 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4968147.000000 Penalty: 5285.218262
	Iteration 59Q: 3 clusters Score -4968147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -4968138.000000 Penalty: 5285.218262
	Iteration 60F: 3 clusters Score -4968138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -4968138.500000 Penalty: 5285.218262
	Iteration 61Q: 3 clusters Score -4968138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -4968159.500000 Penalty: 5285.218262
	Iteration 62Q: 3 clusters Score -4968160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4968159.500000 Penalty: 5285.218262
	Iteration 63Q: 3 clusters Score -4968160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -4968164.000000 Penalty: 5285.218262
	Iteration 64Q: 3 clusters Score -4968164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -4968174.500000 Penalty: 5285.218262
	Iteration 65Q: 3 clusters Score -4968174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4968170.500000 Penalty: 5285.218262
	Iteration 66Q: 3 clusters Score -4968170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4968167.500000 Penalty: 5285.218262
	Iteration 67Q: 3 clusters Score -4968168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4968179.500000 Penalty: 5285.218262
	Iteration 68Q: 3 clusters Score -4968180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4968170.000000 Penalty: 5285.218262
	Iteration 69Q: 3 clusters Score -4968170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4968173.000000 Penalty: 5285.218262
	Iteration 70Q: 3 clusters Score -4968173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4968173.000000 Penalty: 5285.218262
	Iteration 71Q: 3 clusters Score -4968173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4968171.000000 Penalty: 5285.218262
	Iteration 72Q: 3 clusters Score -4968171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4968184.000000 Penalty: 5285.218262
	Iteration 73Q: 3 clusters Score -4968184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4968189.000000 Penalty: 5285.218262
	Iteration 74Q: 3 clusters Score -4968189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4968200.500000 Penalty: 5285.218262
	Iteration 75Q: 3 clusters Score -4968200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4968193.000000 Penalty: 5285.218262
	Iteration 76Q: 3 clusters Score -4968193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -4968194.000000 Penalty: 5285.218262
	Iteration 77Q: 3 clusters Score -4968194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -4968199.500000 Penalty: 5285.218262
	Iteration 78Q: 3 clusters Score -4968200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4968210.500000 Penalty: 5285.218262
	Iteration 79Q: 3 clusters Score -4968210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4968219.000000 Penalty: 5285.218262
	Iteration 80F: 3 clusters Score -4968219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -4968220.500000 Penalty: 5285.218262
	Iteration 81Q: 3 clusters Score -4968220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4968220.000000 Penalty: 5285.218262
	Iteration 82Q: 3 clusters Score -4968220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4968225.500000 Penalty: 5285.218262
	Iteration 83Q: 3 clusters Score -4968226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4968224.000000 Penalty: 5285.218262
	Iteration 84Q: 3 clusters Score -4968224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4968225.500000 Penalty: 5285.218262
	Iteration 85Q: 3 clusters Score -4968226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -4968227.000000 Penalty: 5285.218262
	Iteration 86Q: 3 clusters Score -4968227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4968237.500000 Penalty: 5285.218262
	Iteration 87Q: 3 clusters Score -4968238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4968241.500000 Penalty: 5285.218262
	Iteration 88Q: 3 clusters Score -4968242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4968230.500000 Penalty: 5285.218262
	Iteration 89Q: 3 clusters Score -4968230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4968233.000000 Penalty: 5285.218262
	Iteration 90Q: 3 clusters Score -4968233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4968232.000000 Penalty: 5285.218262
	Iteration 91Q: 3 clusters Score -4968232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4968239.000000 Penalty: 5285.218262
	Iteration 92Q: 3 clusters Score -4968239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -4968248.000000 Penalty: 5285.218262
	Iteration 93Q: 3 clusters Score -4968248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -4968243.000000 Penalty: 5285.218262
	Iteration 94Q: 3 clusters Score -4968243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4968250.000000 Penalty: 5285.218262
	Iteration 95Q: 3 clusters Score -4968250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4968255.000000 Penalty: 5285.218262
	Iteration 96Q: 3 clusters Score -4968255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -4968257.000000 Penalty: 5285.218262
	Iteration 97Q: 3 clusters Score -4968257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -4968258.500000 Penalty: 5285.218262
	Iteration 98Q: 3 clusters Score -4968258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -4968267.000000 Penalty: 5285.218262
	Iteration 99Q: 3 clusters Score -4968267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4968280.500000 Penalty: 5285.218262
	Iteration 100F: 3 clusters Score -4968280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -4968281.500000 Penalty: 5285.218262
	Iteration 101Q: 3 clusters Score -4968282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4968285.500000 Penalty: 5285.218262
	Iteration 102Q: 3 clusters Score -4968286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4968284.500000 Penalty: 5285.218262
	Iteration 103Q: 3 clusters Score -4968284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4968281.000000 Penalty: 5285.218262
	Iteration 104Q: 3 clusters Score -4968281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4968281.500000 Penalty: 5285.218262
	Iteration 105Q: 3 clusters Score -4968282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4968278.000000 Penalty: 5285.218262
	Iteration 106Q: 3 clusters Score -4968278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4968279.000000 Penalty: 5285.218262
	Iteration 107Q: 3 clusters Score -4968279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4968273.500000 Penalty: 5285.218262
	Iteration 108Q: 3 clusters Score -4968274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -4968276.000000 Penalty: 5285.218262
	Iteration 109Q: 3 clusters Score -4968276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4968273.500000 Penalty: 5285.218262
	Iteration 110Q: 3 clusters Score -4968274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -4968279.000000 Penalty: 5285.218262
	Iteration 111Q: 3 clusters Score -4968279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4968283.500000 Penalty: 5285.218262
	Iteration 112Q: 3 clusters Score -4968284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4968286.000000 Penalty: 5285.218262
	Iteration 113Q: 3 clusters Score -4968286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -4968289.000000 Penalty: 5285.218262
	Iteration 114Q: 3 clusters Score -4968289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4968287.000000 Penalty: 5285.218262
	Iteration 115Q: 3 clusters Score -4968287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4968287.000000 Penalty: 5285.218262
	Iteration 116F: 3 clusters Score -4968287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Entering Unmasked Estep 
Score: -2555247.250000 Penalty: 2485.187012
	Iteration 0F: 2 clusters Score -2555247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2539536.500000 Penalty: 4970.374023
	Iteration 0F: 3 clusters Score -2539536 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2545132.250000 Penalty: 4970.374023
	Iteration 1F: 3 clusters Score -2545132 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2545627.000000 Penalty: 4970.374023
	Iteration 2F: 3 clusters Score -2545627 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2546077.500000 Penalty: 4970.374023
	Iteration 3Q: 3 clusters Score -2546078 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2546634.000000 Penalty: 4970.374023
	Iteration 4Q: 3 clusters Score -2546634 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2547335.750000 Penalty: 4970.374023
	Iteration 5F: 3 clusters Score -2547336 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2548174.250000 Penalty: 4970.374023
	Iteration 6F: 3 clusters Score -2548174 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2549122.000000 Penalty: 4970.374023
	Iteration 7F: 3 clusters Score -2549122 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2550132.000000 Penalty: 4970.374023
	Iteration 8F: 3 clusters Score -2550132 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2550989.250000 Penalty: 4970.374023
	Iteration 9F: 3 clusters Score -2550989 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2551648.750000 Penalty: 4970.374023
	Iteration 10Q: 3 clusters Score -2551649 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2552074.000000 Penalty: 4970.374023
	Iteration 11Q: 3 clusters Score -2552074 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2552361.500000 Penalty: 4970.374023
	Iteration 12Q: 3 clusters Score -2552362 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2552548.500000 Penalty: 4970.374023
	Iteration 13Q: 3 clusters Score -2552548 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2552686.500000 Penalty: 4970.374023
	Iteration 14Q: 3 clusters Score -2552686 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2552789.750000 Penalty: 4970.374023
	Iteration 15Q: 3 clusters Score -2552790 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2552879.750000 Penalty: 4970.374023
	Iteration 16Q: 3 clusters Score -2552880 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2552950.750000 Penalty: 4970.374023
	Iteration 17Q: 3 clusters Score -2552951 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2553001.250000 Penalty: 4970.374023
	Iteration 18Q: 3 clusters Score -2553001 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2553069.750000 Penalty: 4970.374023
	Iteration 19Q: 3 clusters Score -2553070 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2553105.000000 Penalty: 4970.374023
	Iteration 20F: 3 clusters Score -2553105 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2553149.500000 Penalty: 4970.374023
	Iteration 21Q: 3 clusters Score -2553150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2553196.750000 Penalty: 4970.374023
	Iteration 22Q: 3 clusters Score -2553197 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2553244.750000 Penalty: 4970.374023
	Iteration 23Q: 3 clusters Score -2553245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2553298.750000 Penalty: 4970.374023
	Iteration 24Q: 3 clusters Score -2553299 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2553366.750000 Penalty: 4970.374023
	Iteration 25Q: 3 clusters Score -2553367 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2553457.500000 Penalty: 4970.374023
	Iteration 26Q: 3 clusters Score -2553458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2553550.750000 Penalty: 4970.374023
	Iteration 27Q: 3 clusters Score -2553551 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2553649.750000 Penalty: 4970.374023
	Iteration 28Q: 3 clusters Score -2553650 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2553725.250000 Penalty: 4970.374023
	Iteration 29Q: 3 clusters Score -2553725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2553764.500000 Penalty: 4970.374023
	Iteration 30Q: 3 clusters Score -2553764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2553803.750000 Penalty: 4970.374023
	Iteration 31Q: 3 clusters Score -2553804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2553818.000000 Penalty: 4970.374023
	Iteration 32Q: 3 clusters Score -2553818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2553830.000000 Penalty: 4970.374023
	Iteration 33Q: 3 clusters Score -2553830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2553836.500000 Penalty: 4970.374023
	Iteration 34Q: 3 clusters Score -2553836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2553840.500000 Penalty: 4970.374023
	Iteration 35Q: 3 clusters Score -2553840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2553837.000000 Penalty: 4970.374023
	Iteration 36Q: 3 clusters Score -2553837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2553833.500000 Penalty: 4970.374023
	Iteration 37Q: 3 clusters Score -2553834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2553832.750000 Penalty: 4970.374023
	Iteration 38Q: 3 clusters Score -2553833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2553839.250000 Penalty: 4970.374023
	Iteration 39Q: 3 clusters Score -2553839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2553839.250000 Penalty: 4970.374023
	Iteration 40F: 3 clusters Score -2553839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2553840.500000 Penalty: 4970.374023
	Iteration 41Q: 3 clusters Score -2553840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2553840.750000 Penalty: 4970.374023
	Iteration 42Q: 3 clusters Score -2553841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2553841.000000 Penalty: 4970.374023
	Iteration 43Q: 3 clusters Score -2553841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2553843.000000 Penalty: 4970.374023
	Iteration 44Q: 3 clusters Score -2553843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2553842.500000 Penalty: 4970.374023
	Iteration 45Q: 3 clusters Score -2553842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2553841.000000 Penalty: 4970.374023
	Iteration 46Q: 3 clusters Score -2553841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2553841.000000 Penalty: 4970.374023
	Iteration 47F: 3 clusters Score -2553841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Entering Unmasked Estep 
Score: -2562790.250000 Penalty: 2485.473389
	Iteration 0F: 2 clusters Score -2562790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2546970.500000 Penalty: 4970.946777
	Iteration 0F: 3 clusters Score -2546970 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2552351.750000 Penalty: 4970.946777
	Iteration 1F: 3 clusters Score -2552352 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2552811.500000 Penalty: 4970.946777
	Iteration 2F: 3 clusters Score -2552812 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2553203.250000 Penalty: 4970.946777
	Iteration 3Q: 3 clusters Score -2553203 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2553555.750000 Penalty: 4970.946777
	Iteration 4Q: 3 clusters Score -2553556 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2553915.750000 Penalty: 4970.946777
	Iteration 5Q: 3 clusters Score -2553916 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2554301.500000 Penalty: 4970.946777
	Iteration 6Q: 3 clusters Score -2554302 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2554809.500000 Penalty: 4970.946777
	Iteration 7Q: 3 clusters Score -2554810 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -2555495.750000 Penalty: 4970.946777
	Iteration 8F: 3 clusters Score -2555496 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2556247.000000 Penalty: 4970.946777
	Iteration 9F: 3 clusters Score -2556247 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2557105.250000 Penalty: 4970.946777
	Iteration 10F: 3 clusters Score -2557105 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2557895.750000 Penalty: 4970.946777
	Iteration 11Q: 3 clusters Score -2557896 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2558581.000000 Penalty: 4970.946777
	Iteration 12Q: 3 clusters Score -2558581 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2559154.250000 Penalty: 4970.946777
	Iteration 13Q: 3 clusters Score -2559154 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2559611.000000 Penalty: 4970.946777
	Iteration 14Q: 3 clusters Score -2559611 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2559943.500000 Penalty: 4970.946777
	Iteration 15Q: 3 clusters Score -2559944 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2560192.000000 Penalty: 4970.946777
	Iteration 16Q: 3 clusters Score -2560192 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2560355.500000 Penalty: 4970.946777
	Iteration 17Q: 3 clusters Score -2560356 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2560457.750000 Penalty: 4970.946777
	Iteration 18Q: 3 clusters Score -2560458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2560519.000000 Penalty: 4970.946777
	Iteration 19Q: 3 clusters Score -2560519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2560553.000000 Penalty: 4970.946777
	Iteration 20F: 3 clusters Score -2560553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2560587.750000 Penalty: 4970.946777
	Iteration 21Q: 3 clusters Score -2560588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2560623.000000 Penalty: 4970.946777
	Iteration 22Q: 3 clusters Score -2560623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2560630.000000 Penalty: 4970.946777
	Iteration 23Q: 3 clusters Score -2560630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2560636.500000 Penalty: 4970.946777
	Iteration 24Q: 3 clusters Score -2560636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2560648.000000 Penalty: 4970.946777
	Iteration 25Q: 3 clusters Score -2560648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2560658.750000 Penalty: 4970.946777
	Iteration 26Q: 3 clusters Score -2560659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2560663.250000 Penalty: 4970.946777
	Iteration 27Q: 3 clusters Score -2560663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2560673.250000 Penalty: 4970.946777
	Iteration 28Q: 3 clusters Score -2560673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2560680.750000 Penalty: 4970.946777
	Iteration 29Q: 3 clusters Score -2560681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2560681.750000 Penalty: 4970.946777
	Iteration 30Q: 3 clusters Score -2560682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2560688.500000 Penalty: 4970.946777
	Iteration 31Q: 3 clusters Score -2560688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2560690.750000 Penalty: 4970.946777
	Iteration 32Q: 3 clusters Score -2560691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2560690.750000 Penalty: 4970.946777
	Iteration 33F: 3 clusters Score -2560691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21825.261719 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21825.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22009.492188 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -22009.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22057.343750 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -22057.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22072.679688 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -22072.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22072.679688 Penalty: 2746.517822
	Iteration 4F: 3 clusters Score -22072.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (57378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Entering Unmasked Estep 
Score: -6691502.500000 Penalty: 2717.439209
	Iteration 0F: 2 clusters Score -6691502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -6653006.500000 Penalty: 5434.878418
	Iteration 0F: 3 clusters Score -6653006 nChanged 26592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -6667609.000000 Penalty: 5434.878418
	Iteration 1F: 3 clusters Score -6667609 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -6668238.500000 Penalty: 5434.878418
	Iteration 2Q: 3 clusters Score -6668238 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -6668867.500000 Penalty: 5434.878418
	Iteration 3Q: 3 clusters Score -6668868 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -6669602.500000 Penalty: 5434.878418
	Iteration 4Q: 3 clusters Score -6669602 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -6670809.000000 Penalty: 5434.878418
	Iteration 5Q: 3 clusters Score -6670809 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -6672745.500000 Penalty: 5434.878418
	Iteration 6F: 3 clusters Score -6672746 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -6675948.500000 Penalty: 5434.878418
	Iteration 7F: 3 clusters Score -6675948 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -6680374.500000 Penalty: 5434.878418
	Iteration 8F: 3 clusters Score -6680374 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -6684461.000000 Penalty: 5434.878418
	Iteration 9F: 3 clusters Score -6684461 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -6687255.500000 Penalty: 5434.878418
	Iteration 10Q: 3 clusters Score -6687256 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -6688399.500000 Penalty: 5434.878418
	Iteration 11Q: 3 clusters Score -6688400 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -6688813.500000 Penalty: 5434.878418
	Iteration 12Q: 3 clusters Score -6688814 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -6688995.500000 Penalty: 5434.878418
	Iteration 13Q: 3 clusters Score -6688996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -6689066.000000 Penalty: 5434.878418
	Iteration 14Q: 3 clusters Score -6689066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -6689098.000000 Penalty: 5434.878418
	Iteration 15Q: 3 clusters Score -6689098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6689121.000000 Penalty: 5434.878418
	Iteration 16Q: 3 clusters Score -6689121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -6689135.500000 Penalty: 5434.878418
	Iteration 17Q: 3 clusters Score -6689136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -6689143.500000 Penalty: 5434.878418
	Iteration 18Q: 3 clusters Score -6689144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -6689139.000000 Penalty: 5434.878418
	Iteration 19Q: 3 clusters Score -6689139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -6689145.000000 Penalty: 5434.878418
	Iteration 20F: 3 clusters Score -6689145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -6689148.500000 Penalty: 5434.878418
	Iteration 21Q: 3 clusters Score -6689148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -6689153.000000 Penalty: 5434.878418
	Iteration 22Q: 3 clusters Score -6689153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -6689156.000000 Penalty: 5434.878418
	Iteration 23Q: 3 clusters Score -6689156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -6689156.000000 Penalty: 5434.878418
	Iteration 24F: 3 clusters Score -6689156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Entering Unmasked Estep 
Score: -1930360.375000 Penalty: 2404.875244
	Iteration 0F: 2 clusters Score -1930360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1918768.250000 Penalty: 4809.750488
	Iteration 0F: 3 clusters Score -1918768 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1922438.125000 Penalty: 4809.750488
	Iteration 1F: 3 clusters Score -1922438 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1922788.875000 Penalty: 4809.750488
	Iteration 2F: 3 clusters Score -1922789 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1923042.375000 Penalty: 4809.750488
	Iteration 3Q: 3 clusters Score -1923042 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1923270.250000 Penalty: 4809.750488
	Iteration 4Q: 3 clusters Score -1923270 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1923462.125000 Penalty: 4809.750488
	Iteration 5Q: 3 clusters Score -1923462 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1923644.375000 Penalty: 4809.750488
	Iteration 6Q: 3 clusters Score -1923644 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1923841.875000 Penalty: 4809.750488
	Iteration 7Q: 3 clusters Score -1923842 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1924068.500000 Penalty: 4809.750488
	Iteration 8Q: 3 clusters Score -1924068 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1924361.750000 Penalty: 4809.750488
	Iteration 9Q: 3 clusters Score -1924362 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1924704.375000 Penalty: 4809.750488
	Iteration 10Q: 3 clusters Score -1924704 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1925074.000000 Penalty: 4809.750488
	Iteration 11Q: 3 clusters Score -1925074 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1925487.875000 Penalty: 4809.750488
	Iteration 12Q: 3 clusters Score -1925488 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1925912.000000 Penalty: 4809.750488
	Iteration 13Q: 3 clusters Score -1925912 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1926250.375000 Penalty: 4809.750488
	Iteration 14Q: 3 clusters Score -1926250 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1926520.750000 Penalty: 4809.750488
	Iteration 15Q: 3 clusters Score -1926521 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1926749.000000 Penalty: 4809.750488
	Iteration 16Q: 3 clusters Score -1926749 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1926919.125000 Penalty: 4809.750488
	Iteration 17Q: 3 clusters Score -1926919 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1927056.000000 Penalty: 4809.750488
	Iteration 18Q: 3 clusters Score -1927056 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1927166.500000 Penalty: 4809.750488
	Iteration 19Q: 3 clusters Score -1927166 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1927251.500000 Penalty: 4809.750488
	Iteration 20F: 3 clusters Score -1927252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1927310.875000 Penalty: 4809.750488
	Iteration 21Q: 3 clusters Score -1927311 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1927363.625000 Penalty: 4809.750488
	Iteration 22Q: 3 clusters Score -1927364 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1927410.875000 Penalty: 4809.750488
	Iteration 23Q: 3 clusters Score -1927411 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1927439.125000 Penalty: 4809.750488
	Iteration 24Q: 3 clusters Score -1927439 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1927466.625000 Penalty: 4809.750488
	Iteration 25Q: 3 clusters Score -1927467 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1927488.500000 Penalty: 4809.750488
	Iteration 26Q: 3 clusters Score -1927488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1927507.750000 Penalty: 4809.750488
	Iteration 27Q: 3 clusters Score -1927508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1927518.750000 Penalty: 4809.750488
	Iteration 28Q: 3 clusters Score -1927519 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1927527.875000 Penalty: 4809.750488
	Iteration 29Q: 3 clusters Score -1927528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1927540.500000 Penalty: 4809.750488
	Iteration 30Q: 3 clusters Score -1927540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1927546.750000 Penalty: 4809.750488
	Iteration 31Q: 3 clusters Score -1927547 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1927549.875000 Penalty: 4809.750488
	Iteration 32Q: 3 clusters Score -1927550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1927551.250000 Penalty: 4809.750488
	Iteration 33Q: 3 clusters Score -1927551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1927556.000000 Penalty: 4809.750488
	Iteration 34Q: 3 clusters Score -1927556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1927556.500000 Penalty: 4809.750488
	Iteration 35Q: 3 clusters Score -1927556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1927566.875000 Penalty: 4809.750488
	Iteration 36Q: 3 clusters Score -1927567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1927572.000000 Penalty: 4809.750488
	Iteration 37Q: 3 clusters Score -1927572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1927569.875000 Penalty: 4809.750488
	Iteration 38Q: 3 clusters Score -1927570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1927574.625000 Penalty: 4809.750488
	Iteration 39Q: 3 clusters Score -1927575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1927579.375000 Penalty: 4809.750488
	Iteration 40F: 3 clusters Score -1927579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1927577.750000 Penalty: 4809.750488
	Iteration 41Q: 3 clusters Score -1927578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1927580.250000 Penalty: 4809.750488
	Iteration 42Q: 3 clusters Score -1927580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1927582.000000 Penalty: 4809.750488
	Iteration 43Q: 3 clusters Score -1927582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1927582.125000 Penalty: 4809.750488
	Iteration 44Q: 3 clusters Score -1927582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1927583.875000 Penalty: 4809.750488
	Iteration 45Q: 3 clusters Score -1927584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1927584.000000 Penalty: 4809.750488
	Iteration 46Q: 3 clusters Score -1927584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1927588.375000 Penalty: 4809.750488
	Iteration 47Q: 3 clusters Score -1927588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1927592.500000 Penalty: 4809.750488
	Iteration 48Q: 3 clusters Score -1927592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1927591.000000 Penalty: 4809.750488
	Iteration 49Q: 3 clusters Score -1927591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1927592.625000 Penalty: 4809.750488
	Iteration 50Q: 3 clusters Score -1927593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1927590.375000 Penalty: 4809.750488
	Iteration 51Q: 3 clusters Score -1927590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1927593.750000 Penalty: 4809.750488
	Iteration 52Q: 3 clusters Score -1927594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1927597.500000 Penalty: 4809.750488
	Iteration 53Q: 3 clusters Score -1927598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1927593.375000 Penalty: 4809.750488
	Iteration 54Q: 3 clusters Score -1927593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1927595.750000 Penalty: 4809.750488
	Iteration 55Q: 3 clusters Score -1927596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1927599.125000 Penalty: 4809.750488
	Iteration 56Q: 3 clusters Score -1927599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1927604.625000 Penalty: 4809.750488
	Iteration 57Q: 3 clusters Score -1927605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1927604.750000 Penalty: 4809.750488
	Iteration 58Q: 3 clusters Score -1927605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1927607.625000 Penalty: 4809.750488
	Iteration 59Q: 3 clusters Score -1927608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1927607.000000 Penalty: 4809.750488
	Iteration 60F: 3 clusters Score -1927607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1927608.125000 Penalty: 4809.750488
	Iteration 61Q: 3 clusters Score -1927608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1927604.250000 Penalty: 4809.750488
	Iteration 62Q: 3 clusters Score -1927604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1927614.375000 Penalty: 4809.750488
	Iteration 63Q: 3 clusters Score -1927614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1927610.500000 Penalty: 4809.750488
	Iteration 64Q: 3 clusters Score -1927610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1927614.000000 Penalty: 4809.750488
	Iteration 65Q: 3 clusters Score -1927614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1927613.250000 Penalty: 4809.750488
	Iteration 66Q: 3 clusters Score -1927613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1927609.875000 Penalty: 4809.750488
	Iteration 67Q: 3 clusters Score -1927610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1927611.625000 Penalty: 4809.750488
	Iteration 68Q: 3 clusters Score -1927612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1927611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1927612.125000 Penalty: 4809.750488
	Iteration 70Q: 3 clusters Score -1927612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1927610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1927613.375000 Penalty: 4809.750488
	Iteration 72Q: 3 clusters Score -1927613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1927616.625000 Penalty: 4809.750488
	Iteration 73Q: 3 clusters Score -1927617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1927618.875000 Penalty: 4809.750488
	Iteration 74Q: 3 clusters Score -1927619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1927622.875000 Penalty: 4809.750488
	Iteration 75Q: 3 clusters Score -1927623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1927623.875000 Penalty: 4809.750488
	Iteration 76Q: 3 clusters Score -1927624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1927625.625000 Penalty: 4809.750488
	Iteration 77Q: 3 clusters Score -1927626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1927622.000000 Penalty: 4809.750488
	Iteration 78Q: 3 clusters Score -1927622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1927629.125000 Penalty: 4809.750488
	Iteration 79Q: 3 clusters Score -1927629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1927628.875000 Penalty: 4809.750488
	Iteration 80F: 3 clusters Score -1927629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1927635.750000 Penalty: 4809.750488
	Iteration 81Q: 3 clusters Score -1927636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1927637.125000 Penalty: 4809.750488
	Iteration 82Q: 3 clusters Score -1927637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1927642.250000 Penalty: 4809.750488
	Iteration 83Q: 3 clusters Score -1927642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1927646.000000 Penalty: 4809.750488
	Iteration 84Q: 3 clusters Score -1927646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1927647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1927644.875000 Penalty: 4809.750488
	Iteration 86Q: 3 clusters Score -1927645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1927649.125000 Penalty: 4809.750488
	Iteration 87Q: 3 clusters Score -1927649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1927659.625000 Penalty: 4809.750488
	Iteration 88Q: 3 clusters Score -1927660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1927658.000000 Penalty: 4809.750488
	Iteration 89Q: 3 clusters Score -1927658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1927662.125000 Penalty: 4809.750488
	Iteration 90Q: 3 clusters Score -1927662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1927666.375000 Penalty: 4809.750488
	Iteration 91Q: 3 clusters Score -1927666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1927667.750000 Penalty: 4809.750488
	Iteration 92Q: 3 clusters Score -1927668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1927668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1927675.625000 Penalty: 4809.750488
	Iteration 94Q: 3 clusters Score -1927676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1927676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1927676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1927682.750000 Penalty: 4809.750488
	Iteration 97Q: 3 clusters Score -1927683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1927689.500000 Penalty: 4809.750488
	Iteration 98Q: 3 clusters Score -1927690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1927692.375000 Penalty: 4809.750488
	Iteration 99Q: 3 clusters Score -1927692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1927694.000000 Penalty: 4809.750488
	Iteration 100F: 3 clusters Score -1927694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1927697.750000 Penalty: 4809.750488
	Iteration 101Q: 3 clusters Score -1927698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1927705.375000 Penalty: 4809.750488
	Iteration 102Q: 3 clusters Score -1927705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1927709.500000 Penalty: 4809.750488
	Iteration 103Q: 3 clusters Score -1927710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1927707.000000 Penalty: 4809.750488
	Iteration 104Q: 3 clusters Score -1927707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1927713.375000 Penalty: 4809.750488
	Iteration 105Q: 3 clusters Score -1927713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1927717.125000 Penalty: 4809.750488
	Iteration 106Q: 3 clusters Score -1927717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1927719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1927726.875000 Penalty: 4809.750488
	Iteration 108Q: 3 clusters Score -1927727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1927729.875000 Penalty: 4809.750488
	Iteration 109Q: 3 clusters Score -1927730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1927744.250000 Penalty: 4809.750488
	Iteration 110Q: 3 clusters Score -1927744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1927751.375000 Penalty: 4809.750488
	Iteration 111Q: 3 clusters Score -1927751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1927760.375000 Penalty: 4809.750488
	Iteration 112Q: 3 clusters Score -1927760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1927772.375000 Penalty: 4809.750488
	Iteration 113Q: 3 clusters Score -1927772 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1927781.875000 Penalty: 4809.750488
	Iteration 114Q: 3 clusters Score -1927782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1927800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1927810.750000 Penalty: 4809.750488
	Iteration 116Q: 3 clusters Score -1927811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1927840.000000 Penalty: 4809.750488
	Iteration 117Q: 3 clusters Score -1927840 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1927869 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1927891.250000 Penalty: 4809.750488
	Iteration 119Q: 3 clusters Score -1927891 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1927922.125000 Penalty: 4809.750488
	Iteration 120F: 3 clusters Score -1927922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1927941.125000 Penalty: 4809.750488
	Iteration 121Q: 3 clusters Score -1927941 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1927961.875000 Penalty: 4809.750488
	Iteration 122Q: 3 clusters Score -1927962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1927970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1927992.500000 Penalty: 4809.750488
	Iteration 124Q: 3 clusters Score -1927992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1928009.875000 Penalty: 4809.750488
	Iteration 125Q: 3 clusters Score -1928010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1928026.000000 Penalty: 4809.750488
	Iteration 126Q: 3 clusters Score -1928026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1928047.375000 Penalty: 4809.750488
	Iteration 127Q: 3 clusters Score -1928047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1928058.000000 Penalty: 4809.750488
	Iteration 128Q: 3 clusters Score -1928058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1928066.375000 Penalty: 4809.750488
	Iteration 129Q: 3 clusters Score -1928066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1928075.000000 Penalty: 4809.750488
	Iteration 130Q: 3 clusters Score -1928075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1928081.375000 Penalty: 4809.750488
	Iteration 131Q: 3 clusters Score -1928081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1928106.750000 Penalty: 4809.750488
	Iteration 132Q: 3 clusters Score -1928107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1928117.625000 Penalty: 4809.750488
	Iteration 133Q: 3 clusters Score -1928118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1928127.625000 Penalty: 4809.750488
	Iteration 134Q: 3 clusters Score -1928128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1928143.625000 Penalty: 4809.750488
	Iteration 135Q: 3 clusters Score -1928144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1928154.625000 Penalty: 4809.750488
	Iteration 136Q: 3 clusters Score -1928155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1928160.375000 Penalty: 4809.750488
	Iteration 137Q: 3 clusters Score -1928160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1928170.500000 Penalty: 4809.750488
	Iteration 138Q: 3 clusters Score -1928170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1928179.875000 Penalty: 4809.750488
	Iteration 139Q: 3 clusters Score -1928180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1928191.000000 Penalty: 4809.750488
	Iteration 140F: 3 clusters Score -1928191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1928194.750000 Penalty: 4809.750488
	Iteration 141Q: 3 clusters Score -1928195 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1928209.125000 Penalty: 4809.750488
	Iteration 142Q: 3 clusters Score -1928209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1928219.250000 Penalty: 4809.750488
	Iteration 143Q: 3 clusters Score -1928219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1928224.875000 Penalty: 4809.750488
	Iteration 144Q: 3 clusters Score -1928225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1928232.125000 Penalty: 4809.750488
	Iteration 145Q: 3 clusters Score -1928232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1928233.375000 Penalty: 4809.750488
	Iteration 146Q: 3 clusters Score -1928233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1928242.625000 Penalty: 4809.750488
	Iteration 147Q: 3 clusters Score -1928243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1928247.875000 Penalty: 4809.750488
	Iteration 148Q: 3 clusters Score -1928248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1928247.250000 Penalty: 4809.750488
	Iteration 149Q: 3 clusters Score -1928247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1928256.250000 Penalty: 4809.750488
	Iteration 150Q: 3 clusters Score -1928256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1928261.750000 Penalty: 4809.750488
	Iteration 151Q: 3 clusters Score -1928262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1928270.000000 Penalty: 4809.750488
	Iteration 152Q: 3 clusters Score -1928270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1928270.875000 Penalty: 4809.750488
	Iteration 153Q: 3 clusters Score -1928271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1928277.500000 Penalty: 4809.750488
	Iteration 154Q: 3 clusters Score -1928278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1928282.000000 Penalty: 4809.750488
	Iteration 155Q: 3 clusters Score -1928282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1928282.875000 Penalty: 4809.750488
	Iteration 156Q: 3 clusters Score -1928283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1928289.500000 Penalty: 4809.750488
	Iteration 157Q: 3 clusters Score -1928290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1928297.000000 Penalty: 4809.750488
	Iteration 158Q: 3 clusters Score -1928297 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1928306.500000 Penalty: 4809.750488
	Iteration 159Q: 3 clusters Score -1928306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1928318.375000 Penalty: 4809.750488
	Iteration 160F: 3 clusters Score -1928318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1928326.875000 Penalty: 4809.750488
	Iteration 161Q: 3 clusters Score -1928327 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1928334.125000 Penalty: 4809.750488
	Iteration 162Q: 3 clusters Score -1928334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1928338.375000 Penalty: 4809.750488
	Iteration 163Q: 3 clusters Score -1928338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1928354.500000 Penalty: 4809.750488
	Iteration 164Q: 3 clusters Score -1928354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1928373.250000 Penalty: 4809.750488
	Iteration 165Q: 3 clusters Score -1928373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1928383.750000 Penalty: 4809.750488
	Iteration 166Q: 3 clusters Score -1928384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1928391.750000 Penalty: 4809.750488
	Iteration 167Q: 3 clusters Score -1928392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1928394.750000 Penalty: 4809.750488
	Iteration 168Q: 3 clusters Score -1928395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1928398.500000 Penalty: 4809.750488
	Iteration 169Q: 3 clusters Score -1928398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1928414.750000 Penalty: 4809.750488
	Iteration 170Q: 3 clusters Score -1928415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1928420.375000 Penalty: 4809.750488
	Iteration 171Q: 3 clusters Score -1928420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1928429.250000 Penalty: 4809.750488
	Iteration 172Q: 3 clusters Score -1928429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1928441.000000 Penalty: 4809.750488
	Iteration 173Q: 3 clusters Score -1928441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1928442.625000 Penalty: 4809.750488
	Iteration 174Q: 3 clusters Score -1928443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1928455.000000 Penalty: 4809.750488
	Iteration 175Q: 3 clusters Score -1928455 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1928459.750000 Penalty: 4809.750488
	Iteration 176Q: 3 clusters Score -1928460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1928469.750000 Penalty: 4809.750488
	Iteration 177Q: 3 clusters Score -1928470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1928476.375000 Penalty: 4809.750488
	Iteration 178Q: 3 clusters Score -1928476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1928490.875000 Penalty: 4809.750488
	Iteration 179Q: 3 clusters Score -1928491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1928499.875000 Penalty: 4809.750488
	Iteration 180F: 3 clusters Score -1928500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1928511.875000 Penalty: 4809.750488
	Iteration 181Q: 3 clusters Score -1928512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -1928514.000000 Penalty: 4809.750488
	Iteration 182Q: 3 clusters Score -1928514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1928517.250000 Penalty: 4809.750488
	Iteration 183Q: 3 clusters Score -1928517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1928522.125000 Penalty: 4809.750488
	Iteration 184Q: 3 clusters Score -1928522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1928522.125000 Penalty: 4809.750488
	Iteration 185Q: 3 clusters Score -1928522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1928522.125000 Penalty: 4809.750488
	Iteration 186Q: 3 clusters Score -1928522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1928523.375000 Penalty: 4809.750488
	Iteration 187Q: 3 clusters Score -1928523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1928531.875000 Penalty: 4809.750488
	Iteration 188Q: 3 clusters Score -1928532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1928538.875000 Penalty: 4809.750488
	Iteration 189Q: 3 clusters Score -1928539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1928539.750000 Penalty: 4809.750488
	Iteration 190Q: 3 clusters Score -1928540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1928543.875000 Penalty: 4809.750488
	Iteration 191Q: 3 clusters Score -1928544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1928548.000000 Penalty: 4809.750488
	Iteration 192Q: 3 clusters Score -1928548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1928553.625000 Penalty: 4809.750488
	Iteration 193Q: 3 clusters Score -1928554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1928562.125000 Penalty: 4809.750488
	Iteration 194Q: 3 clusters Score -1928562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1928571.750000 Penalty: 4809.750488
	Iteration 195Q: 3 clusters Score -1928572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1928572.875000 Penalty: 4809.750488
	Iteration 196Q: 3 clusters Score -1928573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1928576.375000 Penalty: 4809.750488
	Iteration 197Q: 3 clusters Score -1928576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1928583.250000 Penalty: 4809.750488
	Iteration 198Q: 3 clusters Score -1928583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1928586.500000 Penalty: 4809.750488
	Iteration 199Q: 3 clusters Score -1928586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1928590.000000 Penalty: 4809.750488
	Iteration 200F: 3 clusters Score -1928590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1928595.375000 Penalty: 4809.750488
	Iteration 201Q: 3 clusters Score -1928595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1928595.000000 Penalty: 4809.750488
	Iteration 202Q: 3 clusters Score -1928595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1928601.000000 Penalty: 4809.750488
	Iteration 203Q: 3 clusters Score -1928601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1928607.500000 Penalty: 4809.750488
	Iteration 204Q: 3 clusters Score -1928608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -1928607.250000 Penalty: 4809.750488
	Iteration 205Q: 3 clusters Score -1928607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1928608.250000 Penalty: 4809.750488
	Iteration 206Q: 3 clusters Score -1928608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1928610.750000 Penalty: 4809.750488
	Iteration 207Q: 3 clusters Score -1928611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1928615.250000 Penalty: 4809.750488
	Iteration 208Q: 3 clusters Score -1928615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1928613.625000 Penalty: 4809.750488
	Iteration 209Q: 3 clusters Score -1928614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -1928609.375000 Penalty: 4809.750488
	Iteration 210Q: 3 clusters Score -1928609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1928616.875000 Penalty: 4809.750488
	Iteration 211Q: 3 clusters Score -1928617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1928615.625000 Penalty: 4809.750488
	Iteration 212Q: 3 clusters Score -1928616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1928619.125000 Penalty: 4809.750488
	Iteration 213Q: 3 clusters Score -1928619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1928618.250000 Penalty: 4809.750488
	Iteration 214Q: 3 clusters Score -1928618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1928620.625000 Penalty: 4809.750488
	Iteration 215Q: 3 clusters Score -1928621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1928620.250000 Penalty: 4809.750488
	Iteration 216Q: 3 clusters Score -1928620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1928620.250000 Penalty: 4809.750488
	Iteration 217F: 3 clusters Score -1928620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83727.132812 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83727.13 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83984.085938 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -83984.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84062.031250 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84062.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -84111.460938 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -84111.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84152.015625 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -84152.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84193.031250 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84193.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84234.093750 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84234.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84273.367188 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -84273.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84301.015625 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -84301.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84329.312500 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -84329.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -84368.828125 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -84368.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84397.101562 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -84397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84417.382812 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -84417.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84449.015625 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -84449.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84460.382812 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -84460.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -84467.585938 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -84467.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84472.328125 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -84472.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -84481.640625 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -84481.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84492.156250 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -84492.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84502.984375 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -84502.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84511.671875 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -84511.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84514.382812 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -84514.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84516.351562 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -84516.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84516.351562 Penalty: 3344.468994
	Iteration 23F: 3 clusters Score -84516.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (36508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Entering Unmasked Estep 
Score: -3839838.500000 Penalty: 2605.311279
	Iteration 0F: 2 clusters Score -3839838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3814889.000000 Penalty: 5210.622559
	Iteration 0F: 3 clusters Score -3814889 nChanged 16798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3824771.250000 Penalty: 5210.622559
	Iteration 1F: 3 clusters Score -3824771 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3826007.000000 Penalty: 5210.622559
	Iteration 2F: 3 clusters Score -3826007 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3827258.250000 Penalty: 5210.622559
	Iteration 3F: 3 clusters Score -3827258 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3828441.500000 Penalty: 5210.622559
	Iteration 4F: 3 clusters Score -3828442 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3829454.750000 Penalty: 5210.622559
	Iteration 5F: 3 clusters Score -3829455 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3830362.500000 Penalty: 5210.622559
	Iteration 6F: 3 clusters Score -3830362 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -3831081.000000 Penalty: 5210.622559
	Iteration 7Q: 3 clusters Score -3831081 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3831749.000000 Penalty: 5210.622559
	Iteration 8Q: 3 clusters Score -3831749 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3832300.000000 Penalty: 5210.622559
	Iteration 9Q: 3 clusters Score -3832300 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3832758.000000 Penalty: 5210.622559
	Iteration 10Q: 3 clusters Score -3832758 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3833238.500000 Penalty: 5210.622559
	Iteration 11Q: 3 clusters Score -3833238 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3833677.750000 Penalty: 5210.622559
	Iteration 12Q: 3 clusters Score -3833678 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3834064.500000 Penalty: 5210.622559
	Iteration 13Q: 3 clusters Score -3834064 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -3834415.500000 Penalty: 5210.622559
	Iteration 14Q: 3 clusters Score -3834416 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3834771.250000 Penalty: 5210.622559
	Iteration 15Q: 3 clusters Score -3834771 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3835083.750000 Penalty: 5210.622559
	Iteration 16Q: 3 clusters Score -3835084 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3835325.500000 Penalty: 5210.622559
	Iteration 17Q: 3 clusters Score -3835326 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -3835568.500000 Penalty: 5210.622559
	Iteration 18Q: 3 clusters Score -3835568 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3835836.000000 Penalty: 5210.622559
	Iteration 19Q: 3 clusters Score -3835836 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -3836087.250000 Penalty: 5210.622559
	Iteration 20F: 3 clusters Score -3836087 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3836347.250000 Penalty: 5210.622559
	Iteration 21Q: 3 clusters Score -3836347 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3836607.750000 Penalty: 5210.622559
	Iteration 22Q: 3 clusters Score -3836608 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3836918.000000 Penalty: 5210.622559
	Iteration 23Q: 3 clusters Score -3836918 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3837177.000000 Penalty: 5210.622559
	Iteration 24Q: 3 clusters Score -3837177 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -3837437.750000 Penalty: 5210.622559
	Iteration 25Q: 3 clusters Score -3837438 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -3837690.000000 Penalty: 5210.622559
	Iteration 26Q: 3 clusters Score -3837690 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -3837874.250000 Penalty: 5210.622559
	Iteration 27Q: 3 clusters Score -3837874 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -3838004.250000 Penalty: 5210.622559
	Iteration 28Q: 3 clusters Score -3838004 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -3838116.750000 Penalty: 5210.622559
	Iteration 29Q: 3 clusters Score -3838117 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -3838185.250000 Penalty: 5210.622559
	Iteration 30Q: 3 clusters Score -3838185 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -3838258.000000 Penalty: 5210.622559
	Iteration 31Q: 3 clusters Score -3838258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -3838286.750000 Penalty: 5210.622559
	Iteration 32Q: 3 clusters Score -3838287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3838325.000000 Penalty: 5210.622559
	Iteration 33Q: 3 clusters Score -3838325 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -3838346.500000 Penalty: 5210.622559
	Iteration 34Q: 3 clusters Score -3838346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -3838359.250000 Penalty: 5210.622559
	Iteration 35Q: 3 clusters Score -3838359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3838375.000000 Penalty: 5210.622559
	Iteration 36Q: 3 clusters Score -3838375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -3838375.250000 Penalty: 5210.622559
	Iteration 37Q: 3 clusters Score -3838375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -3838383.000000 Penalty: 5210.622559
	Iteration 38Q: 3 clusters Score -3838383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -3838391.250000 Penalty: 5210.622559
	Iteration 39Q: 3 clusters Score -3838391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -3838398.500000 Penalty: 5210.622559
	Iteration 40F: 3 clusters Score -3838398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3838405.500000 Penalty: 5210.622559
	Iteration 41Q: 3 clusters Score -3838406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3838408.750000 Penalty: 5210.622559
	Iteration 42Q: 3 clusters Score -3838409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3838410.250000 Penalty: 5210.622559
	Iteration 43Q: 3 clusters Score -3838410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -3838411.000000 Penalty: 5210.622559
	Iteration 44Q: 3 clusters Score -3838411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -3838415.750000 Penalty: 5210.622559
	Iteration 45Q: 3 clusters Score -3838416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -3838414.250000 Penalty: 5210.622559
	Iteration 46Q: 3 clusters Score -3838414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -3838416.500000 Penalty: 5210.622559
	Iteration 47Q: 3 clusters Score -3838416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -3838418.750000 Penalty: 5210.622559
	Iteration 48Q: 3 clusters Score -3838419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -3838426.250000 Penalty: 5210.622559
	Iteration 49Q: 3 clusters Score -3838426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -3838428.500000 Penalty: 5210.622559
	Iteration 50Q: 3 clusters Score -3838428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -3838429.250000 Penalty: 5210.622559
	Iteration 51Q: 3 clusters Score -3838429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -3838431.750000 Penalty: 5210.622559
	Iteration 52Q: 3 clusters Score -3838432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -3838431.750000 Penalty: 5210.622559
	Iteration 53Q: 3 clusters Score -3838432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -3838434.750000 Penalty: 5210.622559
	Iteration 54Q: 3 clusters Score -3838435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -3838433.000000 Penalty: 5210.622559
	Iteration 55Q: 3 clusters Score -3838433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -3838436.000000 Penalty: 5210.622559
	Iteration 56Q: 3 clusters Score -3838436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -3838436.000000 Penalty: 5210.622559
	Iteration 57F: 3 clusters Score -3838436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243858 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31394 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15393 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99534 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42433 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57378 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987936.000000 Penalty: 158390.203125
Iteration 399Q: 45 clusters Score -2.259879e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243857 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31394 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99533 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42436 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57377 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987920.000000 Penalty: 158390.203125
Iteration 400F: 45 clusters Score -2.259879e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243858 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31395 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99532 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42435 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57376 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987984.000000 Penalty: 158390.203125
Iteration 401Q: 45 clusters Score -2.25988e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243860 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31397 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99528 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42437 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57374 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987920.000000 Penalty: 158390.203125
Iteration 402Q: 45 clusters Score -2.259879e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243859 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31401 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99525 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42438 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987888.000000 Penalty: 158390.203125
Iteration 403Q: 45 clusters Score -2.259879e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243856 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99522 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42439 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987936.000000 Penalty: 158390.203125
Iteration 404Q: 45 clusters Score -2.259879e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243855 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99517 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42440 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987952.000000 Penalty: 158390.203125
Iteration 405Q: 45 clusters Score -2.25988e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243853 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41976 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99514 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42440 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987952.000000 Penalty: 158390.203125
Iteration 406Q: 45 clusters Score -2.25988e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251380 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243850 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41975 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22861 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99513 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42442 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 407Q: 45 clusters Score -2.25988e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243849 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41975 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123050 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99512 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42442 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987984.000000 Penalty: 158390.203125
Iteration 408Q: 45 clusters Score -2.25988e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243847 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41974 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31421 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99511 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42442 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987952.000000 Penalty: 158390.203125
Iteration 409Q: 45 clusters Score -2.25988e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243846 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41974 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31424 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99509 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42442 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987952.000000 Penalty: 158390.203125
Iteration 410Q: 45 clusters Score -2.25988e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174222 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243842 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41974 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31427 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99509 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42443 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 411Q: 45 clusters Score -2.25988e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174223 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243837 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41974 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31432 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99507 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42444 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57373 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 412Q: 45 clusters Score -2.25988e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243835 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31441 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15394 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99501 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42445 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57372 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 413Q: 45 clusters Score -2.25988e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243830 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31451 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15395 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99496 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42445 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57371 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987936.000000 Penalty: 158390.203125
Iteration 414Q: 45 clusters Score -2.259879e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243826 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31457 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15395 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99495 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57368 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987904.000000 Penalty: 158390.203125
Iteration 415Q: 45 clusters Score -2.259879e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243828 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31459 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99493 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57366 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987920.000000 Penalty: 158390.203125
Iteration 416Q: 45 clusters Score -2.259879e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243828 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31462 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99492 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57364 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987888.000000 Penalty: 158390.203125
Iteration 417Q: 45 clusters Score -2.259879e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243829 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31464 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99490 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57362 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987904.000000 Penalty: 158390.203125
Iteration 418Q: 45 clusters Score -2.259879e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243830 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31468 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99485 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57362 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 419Q: 45 clusters Score -2.25988e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243829 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31473 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22862 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99480 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57362 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 420F: 45 clusters Score -2.25988e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243828 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31480 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99474 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57362 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 421Q: 45 clusters Score -2.25988e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243829 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31485 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99469 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57362 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 422Q: 45 clusters Score -2.25988e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243826 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31489 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99467 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57362 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 423Q: 45 clusters Score -2.25988e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243824 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31495 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99463 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57362 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 424Q: 45 clusters Score -2.25988e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243820 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31504 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131079 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99459 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57361 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988064.000000 Penalty: 158390.203125
Iteration 425Q: 45 clusters Score -2.259881e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174224 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243818 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123049 members 
Mstep: Class 20 contains 31510 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15395 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99458 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42446 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988048.000000 Penalty: 158390.203125
Iteration 426Q: 45 clusters Score -2.25988e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174225 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243813 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31518 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15396 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99454 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 427Q: 45 clusters Score -2.25988e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243812 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31521 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15397 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99451 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987968.000000 Penalty: 158390.203125
Iteration 428Q: 45 clusters Score -2.25988e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9140 members 
Mstep: Class 9 contains 243812 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31521 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15399 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99449 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987984.000000 Penalty: 158390.203125
Iteration 429Q: 45 clusters Score -2.25988e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243811 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31526 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15401 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99445 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42447 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 430Q: 45 clusters Score -2.25988e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243808 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31532 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99440 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42448 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988048.000000 Penalty: 158390.203125
Iteration 431Q: 45 clusters Score -2.25988e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243804 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31533 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99440 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42450 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 432Q: 45 clusters Score -2.25988e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243802 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41971 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31535 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99438 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42452 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 433Q: 45 clusters Score -2.25988e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243801 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31539 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99435 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 434Q: 45 clusters Score -2.25988e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243798 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41970 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31545 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99432 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 435Q: 45 clusters Score -2.25988e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243797 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41972 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31544 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99432 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988032.000000 Penalty: 158390.203125
Iteration 436Q: 45 clusters Score -2.25988e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243796 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31545 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99431 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 437Q: 45 clusters Score -2.25988e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243796 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99430 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988016.000000 Penalty: 158390.203125
Iteration 438Q: 45 clusters Score -2.25988e+08 nChanged 1
Entering ConstructFrom: 
Score: -225988016.000000 Penalty: 158390.203125
Entering ConstructFrom: 
Trying to split cluster 1 (33566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Entering Unmasked Estep 
Score: -3928638.250000 Penalty: 2584.474609
	Iteration 0F: 2 clusters Score -3928638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3905816.500000 Penalty: 5168.949219
	Iteration 0F: 3 clusters Score -3905816 nChanged 15250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3914043.750000 Penalty: 5168.949219
	Iteration 1F: 3 clusters Score -3914044 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3914488.500000 Penalty: 5168.949219
	Iteration 2Q: 3 clusters Score -3914488 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3914927.750000 Penalty: 5168.949219
	Iteration 3Q: 3 clusters Score -3914928 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3915391.250000 Penalty: 5168.949219
	Iteration 4Q: 3 clusters Score -3915391 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3915931.000000 Penalty: 5168.949219
	Iteration 5Q: 3 clusters Score -3915931 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3916656.000000 Penalty: 5168.949219
	Iteration 6Q: 3 clusters Score -3916656 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3917758.000000 Penalty: 5168.949219
	Iteration 7F: 3 clusters Score -3917758 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3919264.750000 Penalty: 5168.949219
	Iteration 8F: 3 clusters Score -3919265 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3921241.500000 Penalty: 5168.949219
	Iteration 9F: 3 clusters Score -3921242 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3923380.250000 Penalty: 5168.949219
	Iteration 10F: 3 clusters Score -3923380 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3925089.250000 Penalty: 5168.949219
	Iteration 11F: 3 clusters Score -3925089 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3925872.000000 Penalty: 5168.949219
	Iteration 12Q: 3 clusters Score -3925872 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3926170.750000 Penalty: 5168.949219
	Iteration 13Q: 3 clusters Score -3926171 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3926304.500000 Penalty: 5168.949219
	Iteration 14Q: 3 clusters Score -3926304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3926365.500000 Penalty: 5168.949219
	Iteration 15Q: 3 clusters Score -3926366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3926388.000000 Penalty: 5168.949219
	Iteration 16Q: 3 clusters Score -3926388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3926410.250000 Penalty: 5168.949219
	Iteration 17Q: 3 clusters Score -3926410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3926420.500000 Penalty: 5168.949219
	Iteration 18Q: 3 clusters Score -3926420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3926423.250000 Penalty: 5168.949219
	Iteration 19Q: 3 clusters Score -3926423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3926427.750000 Penalty: 5168.949219
	Iteration 20F: 3 clusters Score -3926428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3926432.750000 Penalty: 5168.949219
	Iteration 21Q: 3 clusters Score -3926433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3926431.750000 Penalty: 5168.949219
	Iteration 22Q: 3 clusters Score -3926432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3926434.500000 Penalty: 5168.949219
	Iteration 23Q: 3 clusters Score -3926434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3926435.750000 Penalty: 5168.949219
	Iteration 24Q: 3 clusters Score -3926436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3926435.750000 Penalty: 5168.949219
	Iteration 25F: 3 clusters Score -3926436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -1067549.375000 Penalty: 2276.635986
	Iteration 0F: 2 clusters Score -1067549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1060112.625000 Penalty: 4553.271973
	Iteration 0F: 3 clusters Score -1060113 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1062499.875000 Penalty: 4553.271973
	Iteration 1F: 3 clusters Score -1062500 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1063122.250000 Penalty: 4553.271973
	Iteration 2F: 3 clusters Score -1063122 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1063768.000000 Penalty: 4553.271973
	Iteration 3F: 3 clusters Score -1063768 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1064471.750000 Penalty: 4553.271973
	Iteration 4F: 3 clusters Score -1064472 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1065124.375000 Penalty: 4553.271973
	Iteration 5F: 3 clusters Score -1065124 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1065587.625000 Penalty: 4553.271973
	Iteration 6F: 3 clusters Score -1065588 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1065877.125000 Penalty: 4553.271973
	Iteration 7Q: 3 clusters Score -1065877 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1066057.875000 Penalty: 4553.271973
	Iteration 8Q: 3 clusters Score -1066058 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1066153.000000 Penalty: 4553.271973
	Iteration 9Q: 3 clusters Score -1066153 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1066209.375000 Penalty: 4553.271973
	Iteration 10Q: 3 clusters Score -1066209 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1066237.750000 Penalty: 4553.271973
	Iteration 11Q: 3 clusters Score -1066238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1066255.750000 Penalty: 4553.271973
	Iteration 12Q: 3 clusters Score -1066256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1066275.875000 Penalty: 4553.271973
	Iteration 13Q: 3 clusters Score -1066276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1066289.125000 Penalty: 4553.271973
	Iteration 14Q: 3 clusters Score -1066289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1066300.000000 Penalty: 4553.271973
	Iteration 15Q: 3 clusters Score -1066300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1066306.250000 Penalty: 4553.271973
	Iteration 16Q: 3 clusters Score -1066306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1066316.750000 Penalty: 4553.271973
	Iteration 17Q: 3 clusters Score -1066317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1066321.250000 Penalty: 4553.271973
	Iteration 18Q: 3 clusters Score -1066321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1066327.125000 Penalty: 4553.271973
	Iteration 19Q: 3 clusters Score -1066327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1066332.625000 Penalty: 4553.271973
	Iteration 20F: 3 clusters Score -1066333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1066334.375000 Penalty: 4553.271973
	Iteration 21Q: 3 clusters Score -1066334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1066339.875000 Penalty: 4553.271973
	Iteration 22Q: 3 clusters Score -1066340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1066341.625000 Penalty: 4553.271973
	Iteration 23Q: 3 clusters Score -1066342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1066345.500000 Penalty: 4553.271973
	Iteration 24Q: 3 clusters Score -1066346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1066349.250000 Penalty: 4553.271973
	Iteration 25Q: 3 clusters Score -1066349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1066353.750000 Penalty: 4553.271973
	Iteration 26Q: 3 clusters Score -1066354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1066356.750000 Penalty: 4553.271973
	Iteration 27Q: 3 clusters Score -1066357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1066363.375000 Penalty: 4553.271973
	Iteration 28Q: 3 clusters Score -1066363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1066370.250000 Penalty: 4553.271973
	Iteration 29Q: 3 clusters Score -1066370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1066379.000000 Penalty: 4553.271973
	Iteration 30Q: 3 clusters Score -1066379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1066389.875000 Penalty: 4553.271973
	Iteration 31Q: 3 clusters Score -1066390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1066410.500000 Penalty: 4553.271973
	Iteration 32Q: 3 clusters Score -1066410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1066423.125000 Penalty: 4553.271973
	Iteration 33Q: 3 clusters Score -1066423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1066436.250000 Penalty: 4553.271973
	Iteration 34Q: 3 clusters Score -1066436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1066451.625000 Penalty: 4553.271973
	Iteration 35Q: 3 clusters Score -1066452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1066476.125000 Penalty: 4553.271973
	Iteration 36Q: 3 clusters Score -1066476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1066503.375000 Penalty: 4553.271973
	Iteration 37Q: 3 clusters Score -1066503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1066529.625000 Penalty: 4553.271973
	Iteration 38Q: 3 clusters Score -1066530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1066553.500000 Penalty: 4553.271973
	Iteration 39Q: 3 clusters Score -1066554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1066579.000000 Penalty: 4553.271973
	Iteration 40F: 3 clusters Score -1066579 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1066609.875000 Penalty: 4553.271973
	Iteration 41Q: 3 clusters Score -1066610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1066633.875000 Penalty: 4553.271973
	Iteration 42Q: 3 clusters Score -1066634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1066659.875000 Penalty: 4553.271973
	Iteration 43Q: 3 clusters Score -1066660 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1066689.750000 Penalty: 4553.271973
	Iteration 44Q: 3 clusters Score -1066690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1066714.500000 Penalty: 4553.271973
	Iteration 45Q: 3 clusters Score -1066714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1066735.125000 Penalty: 4553.271973
	Iteration 46Q: 3 clusters Score -1066735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1066753.375000 Penalty: 4553.271973
	Iteration 47Q: 3 clusters Score -1066753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1066769.625000 Penalty: 4553.271973
	Iteration 48Q: 3 clusters Score -1066770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1066784.000000 Penalty: 4553.271973
	Iteration 49Q: 3 clusters Score -1066784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1066797.500000 Penalty: 4553.271973
	Iteration 50Q: 3 clusters Score -1066798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1066807.125000 Penalty: 4553.271973
	Iteration 51Q: 3 clusters Score -1066807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1066807.000000 Penalty: 4553.271973
	Iteration 52Q: 3 clusters Score -1066807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1066816.625000 Penalty: 4553.271973
	Iteration 53Q: 3 clusters Score -1066817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1066818.000000 Penalty: 4553.271973
	Iteration 54Q: 3 clusters Score -1066818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1066820.250000 Penalty: 4553.271973
	Iteration 55Q: 3 clusters Score -1066820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1066820.625000 Penalty: 4553.271973
	Iteration 56Q: 3 clusters Score -1066821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1066821.250000 Penalty: 4553.271973
	Iteration 57Q: 3 clusters Score -1066821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1066823.875000 Penalty: 4553.271973
	Iteration 58Q: 3 clusters Score -1066824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1066823.875000 Penalty: 4553.271973
	Iteration 59F: 3 clusters Score -1066824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (174226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Entering Unmasked Estep 
Score: -20180592.000000 Penalty: 2992.890869
	Iteration 0F: 2 clusters Score -2.018059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -20064350.000000 Penalty: 5985.781738
	Iteration 0F: 3 clusters Score -2.006435e+07 nChanged 83271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -20112966.000000 Penalty: 5985.781738
	Iteration 1F: 3 clusters Score -2.011297e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -20114074.000000 Penalty: 5985.781738
	Iteration 2Q: 3 clusters Score -2.011407e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -20115586.000000 Penalty: 5985.781738
	Iteration 3Q: 3 clusters Score -2.011559e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -20117644.000000 Penalty: 5985.781738
	Iteration 4Q: 3 clusters Score -2.011764e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75659 members 
Mstep: Class 2 contains 98567 members 
Entering Unmasked Estep 
Score: -20120472.000000 Penalty: 5985.781738
	Iteration 5Q: 3 clusters Score -2.012047e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -20124458.000000 Penalty: 5985.781738
	Iteration 6Q: 3 clusters Score -2.012446e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 113375 members 
Entering Unmasked Estep 
Score: -20130544.000000 Penalty: 5985.781738
	Iteration 7F: 3 clusters Score -2.013054e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -20138692.000000 Penalty: 5985.781738
	Iteration 8F: 3 clusters Score -2.013869e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 136564 members 
Entering Unmasked Estep 
Score: -20148480.000000 Penalty: 5985.781738
	Iteration 9F: 3 clusters Score -2.014848e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -20158380.000000 Penalty: 5985.781738
	Iteration 10F: 3 clusters Score -2.015838e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -20166522.000000 Penalty: 5985.781738
	Iteration 11F: 3 clusters Score -2.016652e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 164110 members 
Entering Unmasked Estep 
Score: -20171870.000000 Penalty: 5985.781738
	Iteration 12Q: 3 clusters Score -2.017187e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -20174752.000000 Penalty: 5985.781738
	Iteration 13Q: 3 clusters Score -2.017475e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 170128 members 
Entering Unmasked Estep 
Score: -20176294.000000 Penalty: 5985.781738
	Iteration 14Q: 3 clusters Score -2.017629e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -20177122.000000 Penalty: 5985.781738
	Iteration 15Q: 3 clusters Score -2.017712e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 172068 members 
Entering Unmasked Estep 
Score: -20177562.000000 Penalty: 5985.781738
	Iteration 16Q: 3 clusters Score -2.017756e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -20177836.000000 Penalty: 5985.781738
	Iteration 17Q: 3 clusters Score -2.017784e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -20177994.000000 Penalty: 5985.781738
	Iteration 18Q: 3 clusters Score -2.017799e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 172862 members 
Entering Unmasked Estep 
Score: -20178098.000000 Penalty: 5985.781738
	Iteration 19Q: 3 clusters Score -2.01781e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 172979 members 
Entering Unmasked Estep 
Score: -20178150.000000 Penalty: 5985.781738
	Iteration 20F: 3 clusters Score -2.017815e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 173056 members 
Entering Unmasked Estep 
Score: -20178224.000000 Penalty: 5985.781738
	Iteration 21Q: 3 clusters Score -2.017822e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 173125 members 
Entering Unmasked Estep 
Score: -20178262.000000 Penalty: 5985.781738
	Iteration 22Q: 3 clusters Score -2.017826e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 173168 members 
Entering Unmasked Estep 
Score: -20178298.000000 Penalty: 5985.781738
	Iteration 23Q: 3 clusters Score -2.01783e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 173206 members 
Entering Unmasked Estep 
Score: -20178330.000000 Penalty: 5985.781738
	Iteration 24Q: 3 clusters Score -2.017833e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -20178356.000000 Penalty: 5985.781738
	Iteration 25Q: 3 clusters Score -2.017836e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -20178366.000000 Penalty: 5985.781738
	Iteration 26Q: 3 clusters Score -2.017837e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 173272 members 
Entering Unmasked Estep 
Score: -20178366.000000 Penalty: 5985.781738
	Iteration 27Q: 3 clusters Score -2.017837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -20178372.000000 Penalty: 5985.781738
	Iteration 28Q: 3 clusters Score -2.017837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -20178394.000000 Penalty: 5985.781738
	Iteration 29Q: 3 clusters Score -2.017839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -20178392.000000 Penalty: 5985.781738
	Iteration 30Q: 3 clusters Score -2.017839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 173320 members 
Entering Unmasked Estep 
Score: -20178400.000000 Penalty: 5985.781738
	Iteration 31Q: 3 clusters Score -2.01784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 173326 members 
Entering Unmasked Estep 
Score: -20178412.000000 Penalty: 5985.781738
	Iteration 32Q: 3 clusters Score -2.017841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 173330 members 
Entering Unmasked Estep 
Score: -20178416.000000 Penalty: 5985.781738
	Iteration 33Q: 3 clusters Score -2.017842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 173332 members 
Entering Unmasked Estep 
Score: -20178422.000000 Penalty: 5985.781738
	Iteration 34Q: 3 clusters Score -2.017842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 173333 members 
Entering Unmasked Estep 
Score: -20178408.000000 Penalty: 5985.781738
	Iteration 35Q: 3 clusters Score -2.017841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 173336 members 
Entering Unmasked Estep 
Score: -20178402.000000 Penalty: 5985.781738
	Iteration 36Q: 3 clusters Score -2.01784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -20178400.000000 Penalty: 5985.781738
	Iteration 37Q: 3 clusters Score -2.01784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 173340 members 
Entering Unmasked Estep 
Score: -20178410.000000 Penalty: 5985.781738
	Iteration 38Q: 3 clusters Score -2.017841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 173339 members 
Entering Unmasked Estep 
Score: -20178406.000000 Penalty: 5985.781738
	Iteration 39Q: 3 clusters Score -2.017841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 173338 members 
Entering Unmasked Estep 
Score: -20178414.000000 Penalty: 5985.781738
	Iteration 40F: 3 clusters Score -2.017841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (95434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Entering Unmasked Estep 
Score: -11124476.000000 Penalty: 2843.615234
	Iteration 0F: 2 clusters Score -1.112448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -11060950.000000 Penalty: 5687.230469
	Iteration 0F: 3 clusters Score -1.106095e+07 nChanged 44913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 50302 members 
Entering Unmasked Estep 
Score: -11086568.000000 Penalty: 5687.230469
	Iteration 1F: 3 clusters Score -1.108657e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -11087638.000000 Penalty: 5687.230469
	Iteration 2Q: 3 clusters Score -1.108764e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -11089102.000000 Penalty: 5687.230469
	Iteration 3Q: 3 clusters Score -1.10891e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -11091034.000000 Penalty: 5687.230469
	Iteration 4Q: 3 clusters Score -1.109103e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -11093726.000000 Penalty: 5687.230469
	Iteration 5F: 3 clusters Score -1.109373e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -11097912.000000 Penalty: 5687.230469
	Iteration 6F: 3 clusters Score -1.109791e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 74095 members 
Entering Unmasked Estep 
Score: -11103330.000000 Penalty: 5687.230469
	Iteration 7F: 3 clusters Score -1.110333e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -11109396.000000 Penalty: 5687.230469
	Iteration 8F: 3 clusters Score -1.11094e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 86651 members 
Entering Unmasked Estep 
Score: -11114624.000000 Penalty: 5687.230469
	Iteration 9F: 3 clusters Score -1.111462e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -11118247.000000 Penalty: 5687.230469
	Iteration 10Q: 3 clusters Score -1.111825e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -11120276.000000 Penalty: 5687.230469
	Iteration 11Q: 3 clusters Score -1.112028e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 94068 members 
Entering Unmasked Estep 
Score: -11121186.000000 Penalty: 5687.230469
	Iteration 12Q: 3 clusters Score -1.112119e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -11121629.000000 Penalty: 5687.230469
	Iteration 13Q: 3 clusters Score -1.112163e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 94726 members 
Entering Unmasked Estep 
Score: -11121849.000000 Penalty: 5687.230469
	Iteration 14Q: 3 clusters Score -1.112185e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 94814 members 
Entering Unmasked Estep 
Score: -11121934.000000 Penalty: 5687.230469
	Iteration 15Q: 3 clusters Score -1.112193e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -11121981.000000 Penalty: 5687.230469
	Iteration 16Q: 3 clusters Score -1.112198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -11122023.000000 Penalty: 5687.230469
	Iteration 17Q: 3 clusters Score -1.112202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -11122035.000000 Penalty: 5687.230469
	Iteration 18Q: 3 clusters Score -1.112204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -11122066.000000 Penalty: 5687.230469
	Iteration 19Q: 3 clusters Score -1.112207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 94941 members 
Entering Unmasked Estep 
Score: -11122086.000000 Penalty: 5687.230469
	Iteration 20F: 3 clusters Score -1.112209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -11122101.000000 Penalty: 5687.230469
	Iteration 21Q: 3 clusters Score -1.11221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -11122103.000000 Penalty: 5687.230469
	Iteration 22Q: 3 clusters Score -1.11221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -11122128.000000 Penalty: 5687.230469
	Iteration 23Q: 3 clusters Score -1.112213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -11122142.000000 Penalty: 5687.230469
	Iteration 24Q: 3 clusters Score -1.112214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 94983 members 
Entering Unmasked Estep 
Score: -11122145.000000 Penalty: 5687.230469
	Iteration 25Q: 3 clusters Score -1.112214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -11122149.000000 Penalty: 5687.230469
	Iteration 26Q: 3 clusters Score -1.112215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -11122148.000000 Penalty: 5687.230469
	Iteration 27Q: 3 clusters Score -1.112215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -11122162.000000 Penalty: 5687.230469
	Iteration 28Q: 3 clusters Score -1.112216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -11122161.000000 Penalty: 5687.230469
	Iteration 29Q: 3 clusters Score -1.112216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -11122165.000000 Penalty: 5687.230469
	Iteration 30Q: 3 clusters Score -1.112216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -11122165.000000 Penalty: 5687.230469
	Iteration 31F: 3 clusters Score -1.112216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -2566863.500000 Penalty: 2482.626709
	Iteration 0F: 2 clusters Score -2566864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2551326.250000 Penalty: 4965.253418
	Iteration 0F: 3 clusters Score -2551326 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2556831.000000 Penalty: 4965.253418
	Iteration 1F: 3 clusters Score -2556831 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2557500.500000 Penalty: 4965.253418
	Iteration 2F: 3 clusters Score -2557500 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2558113.250000 Penalty: 4965.253418
	Iteration 3F: 3 clusters Score -2558113 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2558779.750000 Penalty: 4965.253418
	Iteration 4F: 3 clusters Score -2558780 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -2559508.250000 Penalty: 4965.253418
	Iteration 5F: 3 clusters Score -2559508 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2560246.750000 Penalty: 4965.253418
	Iteration 6F: 3 clusters Score -2560247 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2560857.750000 Penalty: 4965.253418
	Iteration 7F: 3 clusters Score -2560858 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2561395.000000 Penalty: 4965.253418
	Iteration 8Q: 3 clusters Score -2561395 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2561833.000000 Penalty: 4965.253418
	Iteration 9Q: 3 clusters Score -2561833 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2562219.500000 Penalty: 4965.253418
	Iteration 10Q: 3 clusters Score -2562220 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2562561.750000 Penalty: 4965.253418
	Iteration 11Q: 3 clusters Score -2562562 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2562935.750000 Penalty: 4965.253418
	Iteration 12Q: 3 clusters Score -2562936 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2563261.500000 Penalty: 4965.253418
	Iteration 13Q: 3 clusters Score -2563262 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2563513.000000 Penalty: 4965.253418
	Iteration 14Q: 3 clusters Score -2563513 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2563689.500000 Penalty: 4965.253418
	Iteration 15Q: 3 clusters Score -2563690 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2563791.500000 Penalty: 4965.253418
	Iteration 16Q: 3 clusters Score -2563792 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2563847.000000 Penalty: 4965.253418
	Iteration 17Q: 3 clusters Score -2563847 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2563886.250000 Penalty: 4965.253418
	Iteration 18Q: 3 clusters Score -2563886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2563922.500000 Penalty: 4965.253418
	Iteration 19Q: 3 clusters Score -2563922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2563941.750000 Penalty: 4965.253418
	Iteration 20F: 3 clusters Score -2563942 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2563967.250000 Penalty: 4965.253418
	Iteration 21Q: 3 clusters Score -2563967 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2563984.250000 Penalty: 4965.253418
	Iteration 22Q: 3 clusters Score -2563984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2564000.500000 Penalty: 4965.253418
	Iteration 23Q: 3 clusters Score -2564000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2564014.750000 Penalty: 4965.253418
	Iteration 24Q: 3 clusters Score -2564015 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2564025.500000 Penalty: 4965.253418
	Iteration 25Q: 3 clusters Score -2564026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2564038.250000 Penalty: 4965.253418
	Iteration 26Q: 3 clusters Score -2564038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2564050.750000 Penalty: 4965.253418
	Iteration 27Q: 3 clusters Score -2564051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2564073.500000 Penalty: 4965.253418
	Iteration 28Q: 3 clusters Score -2564074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2564077.250000 Penalty: 4965.253418
	Iteration 29Q: 3 clusters Score -2564077 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2564094.250000 Penalty: 4965.253418
	Iteration 30Q: 3 clusters Score -2564094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2564105.250000 Penalty: 4965.253418
	Iteration 31Q: 3 clusters Score -2564105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2564111.500000 Penalty: 4965.253418
	Iteration 32Q: 3 clusters Score -2564112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2564106.000000 Penalty: 4965.253418
	Iteration 33Q: 3 clusters Score -2564106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2564107.250000 Penalty: 4965.253418
	Iteration 34Q: 3 clusters Score -2564107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2564117.000000 Penalty: 4965.253418
	Iteration 35Q: 3 clusters Score -2564117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2564125.500000 Penalty: 4965.253418
	Iteration 36Q: 3 clusters Score -2564126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2564124.750000 Penalty: 4965.253418
	Iteration 37Q: 3 clusters Score -2564125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2564128.750000 Penalty: 4965.253418
	Iteration 38Q: 3 clusters Score -2564129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2564129.250000 Penalty: 4965.253418
	Iteration 39Q: 3 clusters Score -2564129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2564131.250000 Penalty: 4965.253418
	Iteration 40F: 3 clusters Score -2564131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2564139.000000 Penalty: 4965.253418
	Iteration 41Q: 3 clusters Score -2564139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2564135.000000 Penalty: 4965.253418
	Iteration 42Q: 3 clusters Score -2564135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2564139.000000 Penalty: 4965.253418
	Iteration 43Q: 3 clusters Score -2564139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2564137.500000 Penalty: 4965.253418
	Iteration 44Q: 3 clusters Score -2564138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2564140.250000 Penalty: 4965.253418
	Iteration 45Q: 3 clusters Score -2564140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2564143.000000 Penalty: 4965.253418
	Iteration 46Q: 3 clusters Score -2564143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2564141.500000 Penalty: 4965.253418
	Iteration 47Q: 3 clusters Score -2564142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2564137.750000 Penalty: 4965.253418
	Iteration 48Q: 3 clusters Score -2564138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2564136.750000 Penalty: 4965.253418
	Iteration 49Q: 3 clusters Score -2564137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2564134.750000 Penalty: 4965.253418
	Iteration 50Q: 3 clusters Score -2564135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2564135.000000 Penalty: 4965.253418
	Iteration 51Q: 3 clusters Score -2564135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2564139.000000 Penalty: 4965.253418
	Iteration 52Q: 3 clusters Score -2564139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2564138.500000 Penalty: 4965.253418
	Iteration 53Q: 3 clusters Score -2564138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2564138.500000 Penalty: 4965.253418
	Iteration 54F: 3 clusters Score -2564138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (251379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251379 members 
Entering Unmasked Estep 
Score: -29376130.000000 Penalty: 3083.809814
	Iteration 0F: 2 clusters Score -2.937613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125518 members 
Mstep: Class 2 contains 125861 members 
Entering Unmasked Estep 
Score: -29224416.000000 Penalty: 6167.619629
	Iteration 0F: 3 clusters Score -2.922442e+07 nChanged 121509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 127676 members 
Entering Unmasked Estep 
Score: -29296210.000000 Penalty: 6167.619629
	Iteration 1F: 3 clusters Score -2.929621e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122585 members 
Mstep: Class 2 contains 128794 members 
Entering Unmasked Estep 
Score: -29297580.000000 Penalty: 6167.619629
	Iteration 2Q: 3 clusters Score -2.929758e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120970 members 
Mstep: Class 2 contains 130409 members 
Entering Unmasked Estep 
Score: -29299298.000000 Penalty: 6167.619629
	Iteration 3Q: 3 clusters Score -2.92993e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118490 members 
Mstep: Class 2 contains 132889 members 
Entering Unmasked Estep 
Score: -29301664.000000 Penalty: 6167.619629
	Iteration 4Q: 3 clusters Score -2.930166e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 136715 members 
Entering Unmasked Estep 
Score: -29304242.000000 Penalty: 6167.619629
	Iteration 5Q: 3 clusters Score -2.930424e+07 nChanged 9655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 142392 members 
Entering Unmasked Estep 
Score: -29307880.000000 Penalty: 6167.619629
	Iteration 6Q: 3 clusters Score -2.930788e+07 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -29313248.000000 Penalty: 6167.619629
	Iteration 7Q: 3 clusters Score -2.931325e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 162085 members 
Entering Unmasked Estep 
Score: -29320440.000000 Penalty: 6167.619629
	Iteration 8F: 3 clusters Score -2.932044e+07 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 177018 members 
Entering Unmasked Estep 
Score: -29329670.000000 Penalty: 6167.619629
	Iteration 9F: 3 clusters Score -2.932967e+07 nChanged 17542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 194224 members 
Entering Unmasked Estep 
Score: -29339846.000000 Penalty: 6167.619629
	Iteration 10F: 3 clusters Score -2.933985e+07 nChanged 16930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 211008 members 
Entering Unmasked Estep 
Score: -29350190.000000 Penalty: 6167.619629
	Iteration 11F: 3 clusters Score -2.935019e+07 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 224999 members 
Entering Unmasked Estep 
Score: -29358726.000000 Penalty: 6167.619629
	Iteration 12F: 3 clusters Score -2.935873e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 235149 members 
Entering Unmasked Estep 
Score: -29364910.000000 Penalty: 6167.619629
	Iteration 13Q: 3 clusters Score -2.936491e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 241780 members 
Entering Unmasked Estep 
Score: -29368690.000000 Penalty: 6167.619629
	Iteration 14Q: 3 clusters Score -2.936869e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 245728 members 
Entering Unmasked Estep 
Score: -29370820.000000 Penalty: 6167.619629
	Iteration 15Q: 3 clusters Score -2.937082e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 247844 members 
Entering Unmasked Estep 
Score: -29372004.000000 Penalty: 6167.619629
	Iteration 16Q: 3 clusters Score -2.9372e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 248956 members 
Entering Unmasked Estep 
Score: -29372660.000000 Penalty: 6167.619629
	Iteration 17Q: 3 clusters Score -2.937266e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 249557 members 
Entering Unmasked Estep 
Score: -29373138.000000 Penalty: 6167.619629
	Iteration 18Q: 3 clusters Score -2.937314e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 249885 members 
Entering Unmasked Estep 
Score: -29373330.000000 Penalty: 6167.619629
	Iteration 19Q: 3 clusters Score -2.937333e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 250096 members 
Entering Unmasked Estep 
Score: -29373440.000000 Penalty: 6167.619629
	Iteration 20F: 3 clusters Score -2.937344e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 250223 members 
Entering Unmasked Estep 
Score: -29373538.000000 Penalty: 6167.619629
	Iteration 21Q: 3 clusters Score -2.937354e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 250301 members 
Entering Unmasked Estep 
Score: -29373588.000000 Penalty: 6167.619629
	Iteration 22Q: 3 clusters Score -2.937359e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 250356 members 
Entering Unmasked Estep 
Score: -29373612.000000 Penalty: 6167.619629
	Iteration 23Q: 3 clusters Score -2.937361e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 250397 members 
Entering Unmasked Estep 
Score: -29373656.000000 Penalty: 6167.619629
	Iteration 24Q: 3 clusters Score -2.937366e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 250419 members 
Entering Unmasked Estep 
Score: -29373674.000000 Penalty: 6167.619629
	Iteration 25Q: 3 clusters Score -2.937367e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 250444 members 
Entering Unmasked Estep 
Score: -29373692.000000 Penalty: 6167.619629
	Iteration 26Q: 3 clusters Score -2.937369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 250460 members 
Entering Unmasked Estep 
Score: -29373700.000000 Penalty: 6167.619629
	Iteration 27Q: 3 clusters Score -2.93737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 250472 members 
Entering Unmasked Estep 
Score: -29373702.000000 Penalty: 6167.619629
	Iteration 28Q: 3 clusters Score -2.93737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 250489 members 
Entering Unmasked Estep 
Score: -29373698.000000 Penalty: 6167.619629
	Iteration 29Q: 3 clusters Score -2.93737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 250499 members 
Entering Unmasked Estep 
Score: -29373720.000000 Penalty: 6167.619629
	Iteration 30Q: 3 clusters Score -2.937372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 250504 members 
Entering Unmasked Estep 
Score: -29373712.000000 Penalty: 6167.619629
	Iteration 31Q: 3 clusters Score -2.937371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 250511 members 
Entering Unmasked Estep 
Score: -29373722.000000 Penalty: 6167.619629
	Iteration 32Q: 3 clusters Score -2.937372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 250512 members 
Entering Unmasked Estep 
Score: -29373726.000000 Penalty: 6167.619629
	Iteration 33Q: 3 clusters Score -2.937373e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 250518 members 
Entering Unmasked Estep 
Score: -29373752.000000 Penalty: 6167.619629
	Iteration 34Q: 3 clusters Score -2.937375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 250535 members 
Entering Unmasked Estep 
Score: -29373770.000000 Penalty: 6167.619629
	Iteration 35Q: 3 clusters Score -2.937377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 250547 members 
Entering Unmasked Estep 
Score: -29373772.000000 Penalty: 6167.619629
	Iteration 36Q: 3 clusters Score -2.937377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 250562 members 
Entering Unmasked Estep 
Score: -29373792.000000 Penalty: 6167.619629
	Iteration 37Q: 3 clusters Score -2.937379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 250570 members 
Entering Unmasked Estep 
Score: -29373782.000000 Penalty: 6167.619629
	Iteration 38Q: 3 clusters Score -2.937378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 250575 members 
Entering Unmasked Estep 
Score: -29373780.000000 Penalty: 6167.619629
	Iteration 39Q: 3 clusters Score -2.937378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 250577 members 
Entering Unmasked Estep 
Score: -29373784.000000 Penalty: 6167.619629
	Iteration 40F: 3 clusters Score -2.937378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 250583 members 
Entering Unmasked Estep 
Score: -29373792.000000 Penalty: 6167.619629
	Iteration 41Q: 3 clusters Score -2.937379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 250589 members 
Entering Unmasked Estep 
Score: -29373790.000000 Penalty: 6167.619629
	Iteration 42Q: 3 clusters Score -2.937379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 250591 members 
Entering Unmasked Estep 
Score: -29373790.000000 Penalty: 6167.619629
	Iteration 43Q: 3 clusters Score -2.937379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 250594 members 
Entering Unmasked Estep 
Score: -29373782.000000 Penalty: 6167.619629
	Iteration 44Q: 3 clusters Score -2.937378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 250599 members 
Entering Unmasked Estep 
Score: -29373780.000000 Penalty: 6167.619629
	Iteration 45Q: 3 clusters Score -2.937378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 250600 members 
Entering Unmasked Estep 
Score: -29373792.000000 Penalty: 6167.619629
	Iteration 46Q: 3 clusters Score -2.937379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 250600 members 
Entering Unmasked Estep 
Score: -29373792.000000 Penalty: 6167.619629
	Iteration 47F: 3 clusters Score -2.937379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -91878.507812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -91878.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90036.000000 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -90036 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90286.546875 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -90286.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90370.414062 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -90370.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90425.570312 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -90425.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -90491.023438 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -90491.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90555.945312 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -90555.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90618.445312 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -90618.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90718.437500 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -90718.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90818.398438 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -90818.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90927.226562 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -90927.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91057.695312 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -91057.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91107.765625 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -91107.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91136.906250 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -91136.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91154.382812 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -91154.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91166.593750 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -91166.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -91177.359375 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -91177.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91185.609375 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -91185.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91191.296875 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -91191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91194.585938 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -91194.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91194.585938 Penalty: 3347.965820
	Iteration 19F: 3 clusters Score -91194.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Entering Unmasked Estep 
Score: -998980.875000 Penalty: 2261.835938
	Iteration 0F: 2 clusters Score -998980.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -991983.687500 Penalty: 4523.671875
	Iteration 0F: 3 clusters Score -991983.7 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -994063.250000 Penalty: 4523.671875
	Iteration 1F: 3 clusters Score -994063.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -994387.875000 Penalty: 4523.671875
	Iteration 2F: 3 clusters Score -994387.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -994658.812500 Penalty: 4523.671875
	Iteration 3F: 3 clusters Score -994658.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -994976.812500 Penalty: 4523.671875
	Iteration 4F: 3 clusters Score -994976.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -995368.062500 Penalty: 4523.671875
	Iteration 5F: 3 clusters Score -995368.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -995826.937500 Penalty: 4523.671875
	Iteration 6F: 3 clusters Score -995826.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -996326.312500 Penalty: 4523.671875
	Iteration 7F: 3 clusters Score -996326.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -996687.187500 Penalty: 4523.671875
	Iteration 8F: 3 clusters Score -996687.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -996923.812500 Penalty: 4523.671875
	Iteration 9Q: 3 clusters Score -996923.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -997093.625000 Penalty: 4523.671875
	Iteration 10Q: 3 clusters Score -997093.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -997190.625000 Penalty: 4523.671875
	Iteration 11Q: 3 clusters Score -997190.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -997261.562500 Penalty: 4523.671875
	Iteration 12Q: 3 clusters Score -997261.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -997314.625000 Penalty: 4523.671875
	Iteration 13Q: 3 clusters Score -997314.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -997347.250000 Penalty: 4523.671875
	Iteration 14Q: 3 clusters Score -997347.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -997376.000000 Penalty: 4523.671875
	Iteration 15Q: 3 clusters Score -997376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -997394.625000 Penalty: 4523.671875
	Iteration 16Q: 3 clusters Score -997394.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -997409.812500 Penalty: 4523.671875
	Iteration 17Q: 3 clusters Score -997409.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -997427.500000 Penalty: 4523.671875
	Iteration 18Q: 3 clusters Score -997427.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -997440.000000 Penalty: 4523.671875
	Iteration 19Q: 3 clusters Score -997440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -997446.625000 Penalty: 4523.671875
	Iteration 20F: 3 clusters Score -997446.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -997455.937500 Penalty: 4523.671875
	Iteration 21Q: 3 clusters Score -997455.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -997459.187500 Penalty: 4523.671875
	Iteration 22Q: 3 clusters Score -997459.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -997466.062500 Penalty: 4523.671875
	Iteration 23Q: 3 clusters Score -997466.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -997467.000000 Penalty: 4523.671875
	Iteration 24Q: 3 clusters Score -997467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -997470.687500 Penalty: 4523.671875
	Iteration 25Q: 3 clusters Score -997470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -997472.750000 Penalty: 4523.671875
	Iteration 26Q: 3 clusters Score -997472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -997476.625000 Penalty: 4523.671875
	Iteration 27Q: 3 clusters Score -997476.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -997480.375000 Penalty: 4523.671875
	Iteration 28Q: 3 clusters Score -997480.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -997484.437500 Penalty: 4523.671875
	Iteration 29Q: 3 clusters Score -997484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -997484.875000 Penalty: 4523.671875
	Iteration 30Q: 3 clusters Score -997484.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -997484.687500 Penalty: 4523.671875
	Iteration 31Q: 3 clusters Score -997484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -997484.500000 Penalty: 4523.671875
	Iteration 32Q: 3 clusters Score -997484.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -997484.500000 Penalty: 4523.671875
	Iteration 33F: 3 clusters Score -997484.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (243797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243797 members 
Entering Unmasked Estep 
Score: -28461468.000000 Penalty: 3076.214600
	Iteration 0F: 2 clusters Score -2.846147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121529 members 
Mstep: Class 2 contains 122268 members 
Entering Unmasked Estep 
Score: -28317154.000000 Penalty: 6152.429199
	Iteration 0F: 3 clusters Score -2.831715e+07 nChanged 117870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113221 members 
Mstep: Class 2 contains 130576 members 
Entering Unmasked Estep 
Score: -28386866.000000 Penalty: 6152.429199
	Iteration 1F: 3 clusters Score -2.838687e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Mstep: Class 2 contains 136324 members 
Entering Unmasked Estep 
Score: -28389476.000000 Penalty: 6152.429199
	Iteration 2Q: 3 clusters Score -2.838948e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 145582 members 
Entering Unmasked Estep 
Score: -28394172.000000 Penalty: 6152.429199
	Iteration 3Q: 3 clusters Score -2.839417e+07 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -28402330.000000 Penalty: 6152.429199
	Iteration 4F: 3 clusters Score -2.840233e+07 nChanged 19288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66148 members 
Mstep: Class 2 contains 177649 members 
Entering Unmasked Estep 
Score: -28414628.000000 Penalty: 6152.429199
	Iteration 5F: 3 clusters Score -2.841463e+07 nChanged 21103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 198248 members 
Entering Unmasked Estep 
Score: -28427900.000000 Penalty: 6152.429199
	Iteration 6F: 3 clusters Score -2.84279e+07 nChanged 18755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 216831 members 
Entering Unmasked Estep 
Score: -28440112.000000 Penalty: 6152.429199
	Iteration 7F: 3 clusters Score -2.844011e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 230100 members 
Entering Unmasked Estep 
Score: -28448970.000000 Penalty: 6152.429199
	Iteration 8F: 3 clusters Score -2.844897e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 237586 members 
Entering Unmasked Estep 
Score: -28454460.000000 Penalty: 6152.429199
	Iteration 9Q: 3 clusters Score -2.845446e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 241016 members 
Entering Unmasked Estep 
Score: -28457020.000000 Penalty: 6152.429199
	Iteration 10Q: 3 clusters Score -2.845702e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 242338 members 
Entering Unmasked Estep 
Score: -28457976.000000 Penalty: 6152.429199
	Iteration 11Q: 3 clusters Score -2.845798e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 242844 members 
Entering Unmasked Estep 
Score: -28458402.000000 Penalty: 6152.429199
	Iteration 12Q: 3 clusters Score -2.84584e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 243055 members 
Entering Unmasked Estep 
Score: -28458640.000000 Penalty: 6152.429199
	Iteration 13Q: 3 clusters Score -2.845864e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 243151 members 
Entering Unmasked Estep 
Score: -28458708.000000 Penalty: 6152.429199
	Iteration 14Q: 3 clusters Score -2.845871e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 243210 members 
Entering Unmasked Estep 
Score: -28458754.000000 Penalty: 6152.429199
	Iteration 15Q: 3 clusters Score -2.845875e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 243251 members 
Entering Unmasked Estep 
Score: -28458842.000000 Penalty: 6152.429199
	Iteration 16Q: 3 clusters Score -2.845884e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 243271 members 
Entering Unmasked Estep 
Score: -28458852.000000 Penalty: 6152.429199
	Iteration 17Q: 3 clusters Score -2.845885e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 243279 members 
Entering Unmasked Estep 
Score: -28458874.000000 Penalty: 6152.429199
	Iteration 18Q: 3 clusters Score -2.845887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 243281 members 
Entering Unmasked Estep 
Score: -28458888.000000 Penalty: 6152.429199
	Iteration 19Q: 3 clusters Score -2.845889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 243279 members 
Entering Unmasked Estep 
Score: -28458902.000000 Penalty: 6152.429199
	Iteration 20F: 3 clusters Score -2.84589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 243278 members 
Entering Unmasked Estep 
Score: -28458938.000000 Penalty: 6152.429199
	Iteration 21Q: 3 clusters Score -2.845894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 243283 members 
Entering Unmasked Estep 
Score: -28458928.000000 Penalty: 6152.429199
	Iteration 22Q: 3 clusters Score -2.845893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 243287 members 
Entering Unmasked Estep 
Score: -28458940.000000 Penalty: 6152.429199
	Iteration 23Q: 3 clusters Score -2.845894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 243291 members 
Entering Unmasked Estep 
Score: -28458946.000000 Penalty: 6152.429199
	Iteration 24Q: 3 clusters Score -2.845895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 243293 members 
Entering Unmasked Estep 
Score: -28458928.000000 Penalty: 6152.429199
	Iteration 25Q: 3 clusters Score -2.845893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 243297 members 
Entering Unmasked Estep 
Score: -28458942.000000 Penalty: 6152.429199
	Iteration 26Q: 3 clusters Score -2.845894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 243298 members 
Entering Unmasked Estep 
Score: -28458970.000000 Penalty: 6152.429199
	Iteration 27Q: 3 clusters Score -2.845897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 243301 members 
Entering Unmasked Estep 
Score: -28458962.000000 Penalty: 6152.429199
	Iteration 28Q: 3 clusters Score -2.845896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 243303 members 
Entering Unmasked Estep 
Score: -28458978.000000 Penalty: 6152.429199
	Iteration 29Q: 3 clusters Score -2.845898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 243301 members 
Entering Unmasked Estep 
Score: -28458986.000000 Penalty: 6152.429199
	Iteration 30Q: 3 clusters Score -2.845899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 243299 members 
Entering Unmasked Estep 
Score: -28458984.000000 Penalty: 6152.429199
	Iteration 31Q: 3 clusters Score -2.845898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 243298 members 
Entering Unmasked Estep 
Score: -28458982.000000 Penalty: 6152.429199
	Iteration 32Q: 3 clusters Score -2.845898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 243299 members 
Entering Unmasked Estep 
Score: -28458990.000000 Penalty: 6152.429199
	Iteration 33Q: 3 clusters Score -2.845899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 243299 members 
Entering Unmasked Estep 
Score: -28459000.000000 Penalty: 6152.429199
	Iteration 34Q: 3 clusters Score -2.8459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 243299 members 
Entering Unmasked Estep 
Score: -28458998.000000 Penalty: 6152.429199
	Iteration 35Q: 3 clusters Score -2.8459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 243300 members 
Entering Unmasked Estep 
Score: -28458998.000000 Penalty: 6152.429199
	Iteration 36Q: 3 clusters Score -2.8459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 243300 members 
Entering Unmasked Estep 
Score: -28458988.000000 Penalty: 6152.429199
	Iteration 37Q: 3 clusters Score -2.845899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 243300 members 
Entering Unmasked Estep 
Score: -28458988.000000 Penalty: 6152.429199
	Iteration 38F: 3 clusters Score -2.845899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1852932.125000 Penalty: 2395.018311
	Iteration 0F: 2 clusters Score -1852932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1841683.250000 Penalty: 4790.036621
	Iteration 0F: 3 clusters Score -1841683 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1845328.750000 Penalty: 4790.036621
	Iteration 1F: 3 clusters Score -1845329 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1845661.750000 Penalty: 4790.036621
	Iteration 2F: 3 clusters Score -1845662 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1845912.625000 Penalty: 4790.036621
	Iteration 3Q: 3 clusters Score -1845913 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1846103.000000 Penalty: 4790.036621
	Iteration 4Q: 3 clusters Score -1846103 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1846294.375000 Penalty: 4790.036621
	Iteration 5Q: 3 clusters Score -1846294 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1846491.250000 Penalty: 4790.036621
	Iteration 6Q: 3 clusters Score -1846491 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1846692.250000 Penalty: 4790.036621
	Iteration 7Q: 3 clusters Score -1846692 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1846922.125000 Penalty: 4790.036621
	Iteration 8Q: 3 clusters Score -1846922 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1847205.750000 Penalty: 4790.036621
	Iteration 9Q: 3 clusters Score -1847206 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1847511.375000 Penalty: 4790.036621
	Iteration 10Q: 3 clusters Score -1847511 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1847778.875000 Penalty: 4790.036621
	Iteration 11Q: 3 clusters Score -1847779 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1848040.625000 Penalty: 4790.036621
	Iteration 12Q: 3 clusters Score -1848041 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1848324.250000 Penalty: 4790.036621
	Iteration 13Q: 3 clusters Score -1848324 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1848575.375000 Penalty: 4790.036621
	Iteration 14Q: 3 clusters Score -1848575 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1848797.125000 Penalty: 4790.036621
	Iteration 15Q: 3 clusters Score -1848797 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1848973.250000 Penalty: 4790.036621
	Iteration 16Q: 3 clusters Score -1848973 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1849131.250000 Penalty: 4790.036621
	Iteration 17Q: 3 clusters Score -1849131 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1849303.750000 Penalty: 4790.036621
	Iteration 18Q: 3 clusters Score -1849304 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1849469.750000 Penalty: 4790.036621
	Iteration 19Q: 3 clusters Score -1849470 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1849619.875000 Penalty: 4790.036621
	Iteration 20F: 3 clusters Score -1849620 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1849766.375000 Penalty: 4790.036621
	Iteration 21Q: 3 clusters Score -1849766 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1849892.625000 Penalty: 4790.036621
	Iteration 22Q: 3 clusters Score -1849893 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1850032.250000 Penalty: 4790.036621
	Iteration 23Q: 3 clusters Score -1850032 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1850161.000000 Penalty: 4790.036621
	Iteration 24Q: 3 clusters Score -1850161 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1850291.125000 Penalty: 4790.036621
	Iteration 25Q: 3 clusters Score -1850291 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1850408.500000 Penalty: 4790.036621
	Iteration 26Q: 3 clusters Score -1850408 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1850507.500000 Penalty: 4790.036621
	Iteration 27Q: 3 clusters Score -1850508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1850600.000000 Penalty: 4790.036621
	Iteration 28Q: 3 clusters Score -1850600 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1850679.750000 Penalty: 4790.036621
	Iteration 29Q: 3 clusters Score -1850680 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1850737.625000 Penalty: 4790.036621
	Iteration 30Q: 3 clusters Score -1850738 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1850796.375000 Penalty: 4790.036621
	Iteration 31Q: 3 clusters Score -1850796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1850848.000000 Penalty: 4790.036621
	Iteration 32Q: 3 clusters Score -1850848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1850887.000000 Penalty: 4790.036621
	Iteration 33Q: 3 clusters Score -1850887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1850911.500000 Penalty: 4790.036621
	Iteration 34Q: 3 clusters Score -1850912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1850945.750000 Penalty: 4790.036621
	Iteration 35Q: 3 clusters Score -1850946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1850969.250000 Penalty: 4790.036621
	Iteration 36Q: 3 clusters Score -1850969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1850987.250000 Penalty: 4790.036621
	Iteration 37Q: 3 clusters Score -1850987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1851005.250000 Penalty: 4790.036621
	Iteration 38Q: 3 clusters Score -1851005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1851018.375000 Penalty: 4790.036621
	Iteration 39Q: 3 clusters Score -1851018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1851025.750000 Penalty: 4790.036621
	Iteration 40F: 3 clusters Score -1851026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1851030.375000 Penalty: 4790.036621
	Iteration 41Q: 3 clusters Score -1851030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1851034.125000 Penalty: 4790.036621
	Iteration 42Q: 3 clusters Score -1851034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1851032.750000 Penalty: 4790.036621
	Iteration 43Q: 3 clusters Score -1851033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1851034.250000 Penalty: 4790.036621
	Iteration 44Q: 3 clusters Score -1851034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1851031.500000 Penalty: 4790.036621
	Iteration 45Q: 3 clusters Score -1851032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1851034.250000 Penalty: 4790.036621
	Iteration 46Q: 3 clusters Score -1851034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1851034.250000 Penalty: 4790.036621
	Iteration 47F: 3 clusters Score -1851034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Entering Unmasked Estep 
Score: -7029040.500000 Penalty: 2731.242188
	Iteration 0F: 2 clusters Score -7029040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -6988217.500000 Penalty: 5462.484375
	Iteration 0F: 3 clusters Score -6988218 nChanged 28199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -7004523.000000 Penalty: 5462.484375
	Iteration 1F: 3 clusters Score -7004523 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -7006202.000000 Penalty: 5462.484375
	Iteration 2F: 3 clusters Score -7006202 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -7008875.000000 Penalty: 5462.484375
	Iteration 3F: 3 clusters Score -7008875 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7012427.000000 Penalty: 5462.484375
	Iteration 4F: 3 clusters Score -7012427 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -7016269.000000 Penalty: 5462.484375
	Iteration 5F: 3 clusters Score -7016269 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -7019341.500000 Penalty: 5462.484375
	Iteration 6F: 3 clusters Score -7019342 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -7021570.000000 Penalty: 5462.484375
	Iteration 7F: 3 clusters Score -7021570 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -7023293.500000 Penalty: 5462.484375
	Iteration 8Q: 3 clusters Score -7023294 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -7024562.500000 Penalty: 5462.484375
	Iteration 9Q: 3 clusters Score -7024562 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -7025579.000000 Penalty: 5462.484375
	Iteration 10Q: 3 clusters Score -7025579 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -7026333.500000 Penalty: 5462.484375
	Iteration 11Q: 3 clusters Score -7026334 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -7026893.500000 Penalty: 5462.484375
	Iteration 12Q: 3 clusters Score -7026894 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -7027166.500000 Penalty: 5462.484375
	Iteration 13Q: 3 clusters Score -7027166 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7027375.500000 Penalty: 5462.484375
	Iteration 14Q: 3 clusters Score -7027376 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -7027511.000000 Penalty: 5462.484375
	Iteration 15Q: 3 clusters Score -7027511 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -7027577.500000 Penalty: 5462.484375
	Iteration 16Q: 3 clusters Score -7027578 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -7027612.000000 Penalty: 5462.484375
	Iteration 17Q: 3 clusters Score -7027612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -7027654.000000 Penalty: 5462.484375
	Iteration 18Q: 3 clusters Score -7027654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -7027672.000000 Penalty: 5462.484375
	Iteration 19Q: 3 clusters Score -7027672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 58993 members 
Entering Unmasked Estep 
Score: -7027694.000000 Penalty: 5462.484375
	Iteration 20F: 3 clusters Score -7027694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -7027717.000000 Penalty: 5462.484375
	Iteration 21Q: 3 clusters Score -7027717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -7027734.500000 Penalty: 5462.484375
	Iteration 22Q: 3 clusters Score -7027734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 59088 members 
Entering Unmasked Estep 
Score: -7027735.500000 Penalty: 5462.484375
	Iteration 23Q: 3 clusters Score -7027736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -7027755.500000 Penalty: 5462.484375
	Iteration 24Q: 3 clusters Score -7027756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -7027750.000000 Penalty: 5462.484375
	Iteration 25Q: 3 clusters Score -7027750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -7027746.000000 Penalty: 5462.484375
	Iteration 26Q: 3 clusters Score -7027746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -7027739.000000 Penalty: 5462.484375
	Iteration 27Q: 3 clusters Score -7027739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7027741.500000 Penalty: 5462.484375
	Iteration 28Q: 3 clusters Score -7027742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -7027750.000000 Penalty: 5462.484375
	Iteration 29Q: 3 clusters Score -7027750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7027756.500000 Penalty: 5462.484375
	Iteration 30Q: 3 clusters Score -7027756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -7027762.500000 Penalty: 5462.484375
	Iteration 31Q: 3 clusters Score -7027762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -7027753.000000 Penalty: 5462.484375
	Iteration 32Q: 3 clusters Score -7027753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -7027755.000000 Penalty: 5462.484375
	Iteration 33Q: 3 clusters Score -7027755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7027756.000000 Penalty: 5462.484375
	Iteration 34Q: 3 clusters Score -7027756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -7027754.000000 Penalty: 5462.484375
	Iteration 35Q: 3 clusters Score -7027754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -7027750.000000 Penalty: 5462.484375
	Iteration 36Q: 3 clusters Score -7027750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -7027755.500000 Penalty: 5462.484375
	Iteration 37Q: 3 clusters Score -7027756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -7027757.500000 Penalty: 5462.484375
	Iteration 38Q: 3 clusters Score -7027758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -7027754.500000 Penalty: 5462.484375
	Iteration 39Q: 3 clusters Score -7027754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -7027761.500000 Penalty: 5462.484375
	Iteration 40F: 3 clusters Score -7027762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -7027756.000000 Penalty: 5462.484375
	Iteration 41Q: 3 clusters Score -7027756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -7027760.500000 Penalty: 5462.484375
	Iteration 42Q: 3 clusters Score -7027760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -7027758.500000 Penalty: 5462.484375
	Iteration 43Q: 3 clusters Score -7027758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7027756.000000 Penalty: 5462.484375
	Iteration 44Q: 3 clusters Score -7027756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7027756.000000 Penalty: 5462.484375
	Iteration 45F: 3 clusters Score -7027756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Entering Unmasked Estep 
Score: -4491943.500000 Penalty: 2639.906006
	Iteration 0F: 2 clusters Score -4491944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4463565.500000 Penalty: 5279.812012
	Iteration 0F: 3 clusters Score -4463566 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4474677.500000 Penalty: 5279.812012
	Iteration 1F: 3 clusters Score -4474678 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4475797.000000 Penalty: 5279.812012
	Iteration 2F: 3 clusters Score -4475797 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4477042.000000 Penalty: 5279.812012
	Iteration 3F: 3 clusters Score -4477042 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4478398.000000 Penalty: 5279.812012
	Iteration 4F: 3 clusters Score -4478398 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4479833.500000 Penalty: 5279.812012
	Iteration 5F: 3 clusters Score -4479834 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -4481428.500000 Penalty: 5279.812012
	Iteration 6F: 3 clusters Score -4481428 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -4483027.500000 Penalty: 5279.812012
	Iteration 7F: 3 clusters Score -4483028 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4484506.000000 Penalty: 5279.812012
	Iteration 8F: 3 clusters Score -4484506 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4485892.500000 Penalty: 5279.812012
	Iteration 9Q: 3 clusters Score -4485892 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4487037.500000 Penalty: 5279.812012
	Iteration 10Q: 3 clusters Score -4487038 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4487929.500000 Penalty: 5279.812012
	Iteration 11Q: 3 clusters Score -4487930 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4488612.500000 Penalty: 5279.812012
	Iteration 12Q: 3 clusters Score -4488612 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4489117.000000 Penalty: 5279.812012
	Iteration 13Q: 3 clusters Score -4489117 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4489447.500000 Penalty: 5279.812012
	Iteration 14Q: 3 clusters Score -4489448 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4489638.500000 Penalty: 5279.812012
	Iteration 15Q: 3 clusters Score -4489638 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4489795.500000 Penalty: 5279.812012
	Iteration 16Q: 3 clusters Score -4489796 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4489907.500000 Penalty: 5279.812012
	Iteration 17Q: 3 clusters Score -4489908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4489966.000000 Penalty: 5279.812012
	Iteration 18Q: 3 clusters Score -4489966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4490027.500000 Penalty: 5279.812012
	Iteration 19Q: 3 clusters Score -4490028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4490081.000000 Penalty: 5279.812012
	Iteration 20F: 3 clusters Score -4490081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4490119.500000 Penalty: 5279.812012
	Iteration 21Q: 3 clusters Score -4490120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4490138.500000 Penalty: 5279.812012
	Iteration 22Q: 3 clusters Score -4490138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4490156.000000 Penalty: 5279.812012
	Iteration 23Q: 3 clusters Score -4490156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4490177.000000 Penalty: 5279.812012
	Iteration 24Q: 3 clusters Score -4490177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4490189.500000 Penalty: 5279.812012
	Iteration 25Q: 3 clusters Score -4490190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4490199.000000 Penalty: 5279.812012
	Iteration 26Q: 3 clusters Score -4490199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4490205.000000 Penalty: 5279.812012
	Iteration 27Q: 3 clusters Score -4490205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4490214.000000 Penalty: 5279.812012
	Iteration 28Q: 3 clusters Score -4490214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4490221.000000 Penalty: 5279.812012
	Iteration 29Q: 3 clusters Score -4490221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4490219.000000 Penalty: 5279.812012
	Iteration 30Q: 3 clusters Score -4490219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4490218.500000 Penalty: 5279.812012
	Iteration 31Q: 3 clusters Score -4490218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4490218.500000 Penalty: 5279.812012
	Iteration 32Q: 3 clusters Score -4490218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4490220.000000 Penalty: 5279.812012
	Iteration 33Q: 3 clusters Score -4490220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4490224.000000 Penalty: 5279.812012
	Iteration 34Q: 3 clusters Score -4490224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4490223.500000 Penalty: 5279.812012
	Iteration 35Q: 3 clusters Score -4490224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4490221.500000 Penalty: 5279.812012
	Iteration 36Q: 3 clusters Score -4490222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4490221.500000 Penalty: 5279.812012
	Iteration 37F: 3 clusters Score -4490222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Entering Unmasked Estep 
Score: -3209525.000000 Penalty: 2532.138672
	Iteration 0F: 2 clusters Score -3209525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3190785.500000 Penalty: 5064.277344
	Iteration 0F: 3 clusters Score -3190786 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -3197287.250000 Penalty: 5064.277344
	Iteration 1F: 3 clusters Score -3197287 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3197819.000000 Penalty: 5064.277344
	Iteration 2F: 3 clusters Score -3197819 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -3198393.250000 Penalty: 5064.277344
	Iteration 3F: 3 clusters Score -3198393 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3199006.750000 Penalty: 5064.277344
	Iteration 4F: 3 clusters Score -3199007 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3199666.250000 Penalty: 5064.277344
	Iteration 5F: 3 clusters Score -3199666 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3200359.500000 Penalty: 5064.277344
	Iteration 6F: 3 clusters Score -3200360 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3201166.000000 Penalty: 5064.277344
	Iteration 7F: 3 clusters Score -3201166 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -3202105.000000 Penalty: 5064.277344
	Iteration 8F: 3 clusters Score -3202105 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3203122.750000 Penalty: 5064.277344
	Iteration 9F: 3 clusters Score -3203123 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3204047.250000 Penalty: 5064.277344
	Iteration 10Q: 3 clusters Score -3204047 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3204892.250000 Penalty: 5064.277344
	Iteration 11Q: 3 clusters Score -3204892 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -3205521.750000 Penalty: 5064.277344
	Iteration 12Q: 3 clusters Score -3205522 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3205956.250000 Penalty: 5064.277344
	Iteration 13Q: 3 clusters Score -3205956 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3206239.750000 Penalty: 5064.277344
	Iteration 14Q: 3 clusters Score -3206240 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3206424.500000 Penalty: 5064.277344
	Iteration 15Q: 3 clusters Score -3206424 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -3206525.750000 Penalty: 5064.277344
	Iteration 16Q: 3 clusters Score -3206526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3206635.500000 Penalty: 5064.277344
	Iteration 17Q: 3 clusters Score -3206636 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3206726.000000 Penalty: 5064.277344
	Iteration 18Q: 3 clusters Score -3206726 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3206791.500000 Penalty: 5064.277344
	Iteration 19Q: 3 clusters Score -3206792 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3206851.750000 Penalty: 5064.277344
	Iteration 20F: 3 clusters Score -3206852 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3206883.000000 Penalty: 5064.277344
	Iteration 21Q: 3 clusters Score -3206883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3206939.250000 Penalty: 5064.277344
	Iteration 22Q: 3 clusters Score -3206939 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3206968.750000 Penalty: 5064.277344
	Iteration 23Q: 3 clusters Score -3206969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3206995.750000 Penalty: 5064.277344
	Iteration 24Q: 3 clusters Score -3206996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3207014.000000 Penalty: 5064.277344
	Iteration 25Q: 3 clusters Score -3207014 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3207040.250000 Penalty: 5064.277344
	Iteration 26Q: 3 clusters Score -3207040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3207064.500000 Penalty: 5064.277344
	Iteration 27Q: 3 clusters Score -3207064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3207085.250000 Penalty: 5064.277344
	Iteration 28Q: 3 clusters Score -3207085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3207100.750000 Penalty: 5064.277344
	Iteration 29Q: 3 clusters Score -3207101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3207110.250000 Penalty: 5064.277344
	Iteration 30Q: 3 clusters Score -3207110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3207132.000000 Penalty: 5064.277344
	Iteration 31Q: 3 clusters Score -3207132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3207163.250000 Penalty: 5064.277344
	Iteration 32Q: 3 clusters Score -3207163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3207181.750000 Penalty: 5064.277344
	Iteration 33Q: 3 clusters Score -3207182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3207211.000000 Penalty: 5064.277344
	Iteration 34Q: 3 clusters Score -3207211 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3207232.000000 Penalty: 5064.277344
	Iteration 35Q: 3 clusters Score -3207232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3207247.750000 Penalty: 5064.277344
	Iteration 36Q: 3 clusters Score -3207248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3207270.500000 Penalty: 5064.277344
	Iteration 37Q: 3 clusters Score -3207270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3207290.500000 Penalty: 5064.277344
	Iteration 38Q: 3 clusters Score -3207290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3207317.250000 Penalty: 5064.277344
	Iteration 39Q: 3 clusters Score -3207317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3207332.000000 Penalty: 5064.277344
	Iteration 40F: 3 clusters Score -3207332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3207341.500000 Penalty: 5064.277344
	Iteration 41Q: 3 clusters Score -3207342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3207363.000000 Penalty: 5064.277344
	Iteration 42Q: 3 clusters Score -3207363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3207371.750000 Penalty: 5064.277344
	Iteration 43Q: 3 clusters Score -3207372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3207373.750000 Penalty: 5064.277344
	Iteration 44Q: 3 clusters Score -3207374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3207379.250000 Penalty: 5064.277344
	Iteration 45Q: 3 clusters Score -3207379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -3207385.500000 Penalty: 5064.277344
	Iteration 46Q: 3 clusters Score -3207386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3207388.500000 Penalty: 5064.277344
	Iteration 47Q: 3 clusters Score -3207388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3207390.000000 Penalty: 5064.277344
	Iteration 48Q: 3 clusters Score -3207390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3207387.500000 Penalty: 5064.277344
	Iteration 49Q: 3 clusters Score -3207388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3207390.000000 Penalty: 5064.277344
	Iteration 50Q: 3 clusters Score -3207390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3207397.750000 Penalty: 5064.277344
	Iteration 51Q: 3 clusters Score -3207398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3207397.250000 Penalty: 5064.277344
	Iteration 52Q: 3 clusters Score -3207397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3207391.750000 Penalty: 5064.277344
	Iteration 53Q: 3 clusters Score -3207392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3207401.000000 Penalty: 5064.277344
	Iteration 54Q: 3 clusters Score -3207401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3207399.500000 Penalty: 5064.277344
	Iteration 55Q: 3 clusters Score -3207400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3207401.500000 Penalty: 5064.277344
	Iteration 56Q: 3 clusters Score -3207402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3207407.500000 Penalty: 5064.277344
	Iteration 57Q: 3 clusters Score -3207408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3207401.250000 Penalty: 5064.277344
	Iteration 58Q: 3 clusters Score -3207401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3207403.750000 Penalty: 5064.277344
	Iteration 59Q: 3 clusters Score -3207404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3207404.500000 Penalty: 5064.277344
	Iteration 60F: 3 clusters Score -3207404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3207404.250000 Penalty: 5064.277344
	Iteration 61Q: 3 clusters Score -3207404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3207404.250000 Penalty: 5064.277344
	Iteration 62F: 3 clusters Score -3207404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Entering Unmasked Estep 
Score: -4799017.000000 Penalty: 2636.574951
	Iteration 0F: 2 clusters Score -4799017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4770857.000000 Penalty: 5273.149902
	Iteration 0F: 3 clusters Score -4770857 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4781687.000000 Penalty: 5273.149902
	Iteration 1F: 3 clusters Score -4781687 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4782280.500000 Penalty: 5273.149902
	Iteration 2Q: 3 clusters Score -4782280 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4782818.500000 Penalty: 5273.149902
	Iteration 3Q: 3 clusters Score -4782818 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4783349.500000 Penalty: 5273.149902
	Iteration 4Q: 3 clusters Score -4783350 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -4783982.000000 Penalty: 5273.149902
	Iteration 5Q: 3 clusters Score -4783982 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4784728.000000 Penalty: 5273.149902
	Iteration 6Q: 3 clusters Score -4784728 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -4785759.000000 Penalty: 5273.149902
	Iteration 7Q: 3 clusters Score -4785759 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4787198.500000 Penalty: 5273.149902
	Iteration 8F: 3 clusters Score -4787198 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4789019.500000 Penalty: 5273.149902
	Iteration 9F: 3 clusters Score -4789020 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -4791128.500000 Penalty: 5273.149902
	Iteration 10F: 3 clusters Score -4791128 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -4793119.500000 Penalty: 5273.149902
	Iteration 11F: 3 clusters Score -4793120 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4794622.000000 Penalty: 5273.149902
	Iteration 12Q: 3 clusters Score -4794622 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4795530.000000 Penalty: 5273.149902
	Iteration 13Q: 3 clusters Score -4795530 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4796093.000000 Penalty: 5273.149902
	Iteration 14Q: 3 clusters Score -4796093 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -4796387.000000 Penalty: 5273.149902
	Iteration 15Q: 3 clusters Score -4796387 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -4796540.500000 Penalty: 5273.149902
	Iteration 16Q: 3 clusters Score -4796540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4796643.000000 Penalty: 5273.149902
	Iteration 17Q: 3 clusters Score -4796643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -4796707.000000 Penalty: 5273.149902
	Iteration 18Q: 3 clusters Score -4796707 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -4796747.500000 Penalty: 5273.149902
	Iteration 19Q: 3 clusters Score -4796748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -4796778.000000 Penalty: 5273.149902
	Iteration 20F: 3 clusters Score -4796778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4796791.000000 Penalty: 5273.149902
	Iteration 21Q: 3 clusters Score -4796791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -4796815.000000 Penalty: 5273.149902
	Iteration 22Q: 3 clusters Score -4796815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -4796817.500000 Penalty: 5273.149902
	Iteration 23Q: 3 clusters Score -4796818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -4796822.500000 Penalty: 5273.149902
	Iteration 24Q: 3 clusters Score -4796822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -4796830.000000 Penalty: 5273.149902
	Iteration 25Q: 3 clusters Score -4796830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -4796833.500000 Penalty: 5273.149902
	Iteration 26Q: 3 clusters Score -4796834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4796832.500000 Penalty: 5273.149902
	Iteration 27Q: 3 clusters Score -4796832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -4796833.000000 Penalty: 5273.149902
	Iteration 28Q: 3 clusters Score -4796833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -4796835.000000 Penalty: 5273.149902
	Iteration 29Q: 3 clusters Score -4796835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -4796835.000000 Penalty: 5273.149902
	Iteration 30F: 3 clusters Score -4796835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Entering Unmasked Estep 
Score: -3921965.750000 Penalty: 2587.908447
	Iteration 0F: 2 clusters Score -3921966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3898810.500000 Penalty: 5175.816895
	Iteration 0F: 3 clusters Score -3898810 nChanged 15345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3907023.000000 Penalty: 5175.816895
	Iteration 1F: 3 clusters Score -3907023 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3907546.250000 Penalty: 5175.816895
	Iteration 2Q: 3 clusters Score -3907546 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -3907962.250000 Penalty: 5175.816895
	Iteration 3Q: 3 clusters Score -3907962 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3908376.750000 Penalty: 5175.816895
	Iteration 4Q: 3 clusters Score -3908377 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3908841.750000 Penalty: 5175.816895
	Iteration 5Q: 3 clusters Score -3908842 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3909372.250000 Penalty: 5175.816895
	Iteration 6Q: 3 clusters Score -3909372 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -3909943.500000 Penalty: 5175.816895
	Iteration 7Q: 3 clusters Score -3909944 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3910708.750000 Penalty: 5175.816895
	Iteration 8Q: 3 clusters Score -3910709 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3911557.750000 Penalty: 5175.816895
	Iteration 9Q: 3 clusters Score -3911558 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3912542.000000 Penalty: 5175.816895
	Iteration 10Q: 3 clusters Score -3912542 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -3913537.000000 Penalty: 5175.816895
	Iteration 11Q: 3 clusters Score -3913537 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3914428.500000 Penalty: 5175.816895
	Iteration 12Q: 3 clusters Score -3914428 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3915010.250000 Penalty: 5175.816895
	Iteration 13Q: 3 clusters Score -3915010 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3915384.500000 Penalty: 5175.816895
	Iteration 14Q: 3 clusters Score -3915384 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3915563.500000 Penalty: 5175.816895
	Iteration 15Q: 3 clusters Score -3915564 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3915680.000000 Penalty: 5175.816895
	Iteration 16Q: 3 clusters Score -3915680 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -3915759.000000 Penalty: 5175.816895
	Iteration 17Q: 3 clusters Score -3915759 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3915837 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3915920.500000 Penalty: 5175.816895
	Iteration 19Q: 3 clusters Score -3915920 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -3916021.250000 Penalty: 5175.816895
	Iteration 20F: 3 clusters Score -3916021 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3916097.000000 Penalty: 5175.816895
	Iteration 21Q: 3 clusters Score -3916097 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3916174.500000 Penalty: 5175.816895
	Iteration 22Q: 3 clusters Score -3916174 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3916240.750000 Penalty: 5175.816895
	Iteration 23Q: 3 clusters Score -3916241 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3916287.000000 Penalty: 5175.816895
	Iteration 24Q: 3 clusters Score -3916287 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3916340.500000 Penalty: 5175.816895
	Iteration 25Q: 3 clusters Score -3916340 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3916406.250000 Penalty: 5175.816895
	Iteration 26Q: 3 clusters Score -3916406 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -3916454.750000 Penalty: 5175.816895
	Iteration 27Q: 3 clusters Score -3916455 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3916502.750000 Penalty: 5175.816895
	Iteration 28Q: 3 clusters Score -3916503 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3916557.500000 Penalty: 5175.816895
	Iteration 29Q: 3 clusters Score -3916558 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3916598.500000 Penalty: 5175.816895
	Iteration 30Q: 3 clusters Score -3916598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3916636.500000 Penalty: 5175.816895
	Iteration 31Q: 3 clusters Score -3916636 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3916702.250000 Penalty: 5175.816895
	Iteration 32Q: 3 clusters Score -3916702 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3916739 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3916792.750000 Penalty: 5175.816895
	Iteration 34Q: 3 clusters Score -3916793 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3916819.000000 Penalty: 5175.816895
	Iteration 35Q: 3 clusters Score -3916819 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3916872.750000 Penalty: 5175.816895
	Iteration 36Q: 3 clusters Score -3916873 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3916899.250000 Penalty: 5175.816895
	Iteration 37Q: 3 clusters Score -3916899 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3916949.750000 Penalty: 5175.816895
	Iteration 38Q: 3 clusters Score -3916950 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3916981.250000 Penalty: 5175.816895
	Iteration 39Q: 3 clusters Score -3916981 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3917022.500000 Penalty: 5175.816895
	Iteration 40F: 3 clusters Score -3917022 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3917069.000000 Penalty: 5175.816895
	Iteration 41Q: 3 clusters Score -3917069 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3917106.750000 Penalty: 5175.816895
	Iteration 42Q: 3 clusters Score -3917107 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3917180.500000 Penalty: 5175.816895
	Iteration 43Q: 3 clusters Score -3917180 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -3917257.000000 Penalty: 5175.816895
	Iteration 44Q: 3 clusters Score -3917257 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3917321.500000 Penalty: 5175.816895
	Iteration 45Q: 3 clusters Score -3917322 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3917386.500000 Penalty: 5175.816895
	Iteration 46Q: 3 clusters Score -3917386 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3917462.500000 Penalty: 5175.816895
	Iteration 47Q: 3 clusters Score -3917462 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3917534.750000 Penalty: 5175.816895
	Iteration 48Q: 3 clusters Score -3917535 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3917594.000000 Penalty: 5175.816895
	Iteration 49Q: 3 clusters Score -3917594 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3917650.000000 Penalty: 5175.816895
	Iteration 50Q: 3 clusters Score -3917650 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3917696.500000 Penalty: 5175.816895
	Iteration 51Q: 3 clusters Score -3917696 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3917771.500000 Penalty: 5175.816895
	Iteration 52Q: 3 clusters Score -3917772 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3917841.250000 Penalty: 5175.816895
	Iteration 53Q: 3 clusters Score -3917841 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3917938.250000 Penalty: 5175.816895
	Iteration 54Q: 3 clusters Score -3917938 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3918034.500000 Penalty: 5175.816895
	Iteration 55Q: 3 clusters Score -3918034 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3918141.000000 Penalty: 5175.816895
	Iteration 56Q: 3 clusters Score -3918141 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3918236.500000 Penalty: 5175.816895
	Iteration 57Q: 3 clusters Score -3918236 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3918315.000000 Penalty: 5175.816895
	Iteration 58Q: 3 clusters Score -3918315 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -3918404.000000 Penalty: 5175.816895
	Iteration 59Q: 3 clusters Score -3918404 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -3918521.250000 Penalty: 5175.816895
	Iteration 60F: 3 clusters Score -3918521 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3918606.250000 Penalty: 5175.816895
	Iteration 61Q: 3 clusters Score -3918606 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -3918709.750000 Penalty: 5175.816895
	Iteration 62Q: 3 clusters Score -3918710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3918796.000000 Penalty: 5175.816895
	Iteration 63Q: 3 clusters Score -3918796 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -3918885.500000 Penalty: 5175.816895
	Iteration 64Q: 3 clusters Score -3918886 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -3918962.750000 Penalty: 5175.816895
	Iteration 65Q: 3 clusters Score -3918963 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -3919048.750000 Penalty: 5175.816895
	Iteration 66Q: 3 clusters Score -3919049 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -3919131.500000 Penalty: 5175.816895
	Iteration 67Q: 3 clusters Score -3919132 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -3919199.000000 Penalty: 5175.816895
	Iteration 68Q: 3 clusters Score -3919199 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3919289.500000 Penalty: 5175.816895
	Iteration 69Q: 3 clusters Score -3919290 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3919359.500000 Penalty: 5175.816895
	Iteration 70Q: 3 clusters Score -3919360 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3919413.750000 Penalty: 5175.816895
	Iteration 71Q: 3 clusters Score -3919414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3919461.000000 Penalty: 5175.816895
	Iteration 72Q: 3 clusters Score -3919461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -3919505.000000 Penalty: 5175.816895
	Iteration 73Q: 3 clusters Score -3919505 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3919539.750000 Penalty: 5175.816895
	Iteration 74Q: 3 clusters Score -3919540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -3919570.000000 Penalty: 5175.816895
	Iteration 75Q: 3 clusters Score -3919570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3919593.000000 Penalty: 5175.816895
	Iteration 76Q: 3 clusters Score -3919593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -3919608.000000 Penalty: 5175.816895
	Iteration 77Q: 3 clusters Score -3919608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -3919631.250000 Penalty: 5175.816895
	Iteration 78Q: 3 clusters Score -3919631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3919656.500000 Penalty: 5175.816895
	Iteration 79Q: 3 clusters Score -3919656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -3919670.500000 Penalty: 5175.816895
	Iteration 80F: 3 clusters Score -3919670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3919682.250000 Penalty: 5175.816895
	Iteration 81Q: 3 clusters Score -3919682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -3919696.250000 Penalty: 5175.816895
	Iteration 82Q: 3 clusters Score -3919696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -3919699.250000 Penalty: 5175.816895
	Iteration 83Q: 3 clusters Score -3919699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -3919704.250000 Penalty: 5175.816895
	Iteration 84Q: 3 clusters Score -3919704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3919707.750000 Penalty: 5175.816895
	Iteration 85Q: 3 clusters Score -3919708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -3919712.250000 Penalty: 5175.816895
	Iteration 86Q: 3 clusters Score -3919712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3919719.250000 Penalty: 5175.816895
	Iteration 87Q: 3 clusters Score -3919719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -3919721.500000 Penalty: 5175.816895
	Iteration 88Q: 3 clusters Score -3919722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -3919727.750000 Penalty: 5175.816895
	Iteration 89Q: 3 clusters Score -3919728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3919733.250000 Penalty: 5175.816895
	Iteration 90Q: 3 clusters Score -3919733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3919733.250000 Penalty: 5175.816895
	Iteration 91Q: 3 clusters Score -3919733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -3919738.500000 Penalty: 5175.816895
	Iteration 92Q: 3 clusters Score -3919738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -3919739.250000 Penalty: 5175.816895
	Iteration 93Q: 3 clusters Score -3919739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -3919743.000000 Penalty: 5175.816895
	Iteration 94Q: 3 clusters Score -3919743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3919739.500000 Penalty: 5175.816895
	Iteration 95Q: 3 clusters Score -3919740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3919745.750000 Penalty: 5175.816895
	Iteration 96Q: 3 clusters Score -3919746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3919748.250000 Penalty: 5175.816895
	Iteration 97Q: 3 clusters Score -3919748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -3919745.500000 Penalty: 5175.816895
	Iteration 98Q: 3 clusters Score -3919746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -3919754.250000 Penalty: 5175.816895
	Iteration 99Q: 3 clusters Score -3919754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -3919761.500000 Penalty: 5175.816895
	Iteration 100F: 3 clusters Score -3919762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3919764.750000 Penalty: 5175.816895
	Iteration 101Q: 3 clusters Score -3919765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3919765.500000 Penalty: 5175.816895
	Iteration 102Q: 3 clusters Score -3919766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3919766.500000 Penalty: 5175.816895
	Iteration 103Q: 3 clusters Score -3919766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3919767.000000 Penalty: 5175.816895
	Iteration 104Q: 3 clusters Score -3919767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -3919769.250000 Penalty: 5175.816895
	Iteration 105Q: 3 clusters Score -3919769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -3919769.250000 Penalty: 5175.816895
	Iteration 106F: 3 clusters Score -3919769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185426 members 
Entering Unmasked Estep 
Score: -21832756.000000 Penalty: 3008.342041
	Iteration 0F: 2 clusters Score -2.183276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -21713836.000000 Penalty: 6016.684082
	Iteration 0F: 3 clusters Score -2.171384e+07 nChanged 89240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -21766028.000000 Penalty: 6016.684082
	Iteration 1F: 3 clusters Score -2.176603e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -21767336.000000 Penalty: 6016.684082
	Iteration 2Q: 3 clusters Score -2.176734e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -21769384.000000 Penalty: 6016.684082
	Iteration 3Q: 3 clusters Score -2.176938e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104766 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -21772498.000000 Penalty: 6016.684082
	Iteration 4Q: 3 clusters Score -2.17725e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -21776912.000000 Penalty: 6016.684082
	Iteration 5Q: 3 clusters Score -2.177691e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119332 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -21783434.000000 Penalty: 6016.684082
	Iteration 6F: 3 clusters Score -2.178343e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129554 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -21791244.000000 Penalty: 6016.684082
	Iteration 7F: 3 clusters Score -2.179124e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141069 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -21800364.000000 Penalty: 6016.684082
	Iteration 8F: 3 clusters Score -2.180036e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -21809770.000000 Penalty: 6016.684082
	Iteration 9F: 3 clusters Score -2.180977e+07 nChanged 11401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -21817876.000000 Penalty: 6016.684082
	Iteration 10F: 3 clusters Score -2.181788e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173540 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -21823452.000000 Penalty: 6016.684082
	Iteration 11Q: 3 clusters Score -2.182345e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179442 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -21826718.000000 Penalty: 6016.684082
	Iteration 12Q: 3 clusters Score -2.182672e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182612 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -21828462.000000 Penalty: 6016.684082
	Iteration 13Q: 3 clusters Score -2.182846e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -21829316.000000 Penalty: 6016.684082
	Iteration 14Q: 3 clusters Score -2.182932e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -21829652.000000 Penalty: 6016.684082
	Iteration 15Q: 3 clusters Score -2.182965e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184832 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21829810.000000 Penalty: 6016.684082
	Iteration 16Q: 3 clusters Score -2.182981e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184943 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -21829878.000000 Penalty: 6016.684082
	Iteration 17Q: 3 clusters Score -2.182988e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184992 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21829970.000000 Penalty: 6016.684082
	Iteration 18Q: 3 clusters Score -2.182997e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185016 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21830002.000000 Penalty: 6016.684082
	Iteration 19Q: 3 clusters Score -2.183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185034 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21830028.000000 Penalty: 6016.684082
	Iteration 20F: 3 clusters Score -2.183003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185044 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -21830028.000000 Penalty: 6016.684082
	Iteration 21Q: 3 clusters Score -2.183003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185046 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -21830034.000000 Penalty: 6016.684082
	Iteration 22Q: 3 clusters Score -2.183003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185050 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21830048.000000 Penalty: 6016.684082
	Iteration 23Q: 3 clusters Score -2.183005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185056 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -21830070.000000 Penalty: 6016.684082
	Iteration 24Q: 3 clusters Score -2.183007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185062 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -21830076.000000 Penalty: 6016.684082
	Iteration 25Q: 3 clusters Score -2.183008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185063 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -21830072.000000 Penalty: 6016.684082
	Iteration 26Q: 3 clusters Score -2.183007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185066 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -21830074.000000 Penalty: 6016.684082
	Iteration 27Q: 3 clusters Score -2.183007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185070 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -21830072.000000 Penalty: 6016.684082
	Iteration 28Q: 3 clusters Score -2.183007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185071 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -21830080.000000 Penalty: 6016.684082
	Iteration 29Q: 3 clusters Score -2.183008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185073 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21830064.000000 Penalty: 6016.684082
	Iteration 30Q: 3 clusters Score -2.183006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185073 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -21830070.000000 Penalty: 6016.684082
	Iteration 31Q: 3 clusters Score -2.183007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185074 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21830080.000000 Penalty: 6016.684082
	Iteration 32Q: 3 clusters Score -2.183008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185077 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21830072.000000 Penalty: 6016.684082
	Iteration 33Q: 3 clusters Score -2.183007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185080 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21830078.000000 Penalty: 6016.684082
	Iteration 34Q: 3 clusters Score -2.183008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185080 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21830074.000000 Penalty: 6016.684082
	Iteration 35Q: 3 clusters Score -2.183007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185081 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21830086.000000 Penalty: 6016.684082
	Iteration 36Q: 3 clusters Score -2.183009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185081 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21830096.000000 Penalty: 6016.684082
	Iteration 37Q: 3 clusters Score -2.18301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185083 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21830102.000000 Penalty: 6016.684082
	Iteration 38Q: 3 clusters Score -2.18301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185083 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21830102.000000 Penalty: 6016.684082
	Iteration 39F: 3 clusters Score -2.18301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -1232735.250000 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -1232735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1224348.625000 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -1224349 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1226980.875000 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -1226981 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1227466.500000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -1227466 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1227854.250000 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -1227854 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1228185.000000 Penalty: 4622.231445
	Iteration 4F: 3 clusters Score -1228185 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1228507.250000 Penalty: 4622.231445
	Iteration 5Q: 3 clusters Score -1228507 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1228753.000000 Penalty: 4622.231445
	Iteration 6Q: 3 clusters Score -1228753 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1228972.750000 Penalty: 4622.231445
	Iteration 7Q: 3 clusters Score -1228973 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1229193.250000 Penalty: 4622.231445
	Iteration 8Q: 3 clusters Score -1229193 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1229424.875000 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -1229425 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1229655.625000 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -1229656 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1229874.125000 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -1229874 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1230045.250000 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -1230045 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1230158.500000 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -1230158 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1230245.750000 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -1230246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1230319.000000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -1230319 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1230384.250000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -1230384 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1230433.500000 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -1230434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1230476.625000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -1230477 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1230519.375000 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -1230519 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1230558.000000 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -1230558 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1230602.500000 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -1230602 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1230641.625000 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -1230642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1230689.625000 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -1230690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1230763.750000 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -1230764 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1230832.250000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -1230832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1230894.375000 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -1230894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1230955.625000 Penalty: 4622.231445
	Iteration 27Q: 3 clusters Score -1230956 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1230996.000000 Penalty: 4622.231445
	Iteration 28Q: 3 clusters Score -1230996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1231028.750000 Penalty: 4622.231445
	Iteration 29Q: 3 clusters Score -1231029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1231055.500000 Penalty: 4622.231445
	Iteration 30Q: 3 clusters Score -1231056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1231080.375000 Penalty: 4622.231445
	Iteration 31Q: 3 clusters Score -1231080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1231094.375000 Penalty: 4622.231445
	Iteration 32Q: 3 clusters Score -1231094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1231118.375000 Penalty: 4622.231445
	Iteration 33Q: 3 clusters Score -1231118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1231132.250000 Penalty: 4622.231445
	Iteration 34Q: 3 clusters Score -1231132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1231139.375000 Penalty: 4622.231445
	Iteration 35Q: 3 clusters Score -1231139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1231150.750000 Penalty: 4622.231445
	Iteration 36Q: 3 clusters Score -1231151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1231166.625000 Penalty: 4622.231445
	Iteration 37Q: 3 clusters Score -1231167 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1231177.000000 Penalty: 4622.231445
	Iteration 38Q: 3 clusters Score -1231177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1231186.875000 Penalty: 4622.231445
	Iteration 39Q: 3 clusters Score -1231187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1231192.750000 Penalty: 4622.231445
	Iteration 40F: 3 clusters Score -1231193 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1231197.625000 Penalty: 4622.231445
	Iteration 41Q: 3 clusters Score -1231198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1231199.500000 Penalty: 4622.231445
	Iteration 42Q: 3 clusters Score -1231200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1231201.375000 Penalty: 4622.231445
	Iteration 43Q: 3 clusters Score -1231201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1231206.750000 Penalty: 4622.231445
	Iteration 44Q: 3 clusters Score -1231207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1231212.500000 Penalty: 4622.231445
	Iteration 45Q: 3 clusters Score -1231212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1231214.500000 Penalty: 4622.231445
	Iteration 46Q: 3 clusters Score -1231214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1231225.375000 Penalty: 4622.231445
	Iteration 47Q: 3 clusters Score -1231225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1231224.625000 Penalty: 4622.231445
	Iteration 48Q: 3 clusters Score -1231225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1231231.750000 Penalty: 4622.231445
	Iteration 49Q: 3 clusters Score -1231232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1231237.875000 Penalty: 4622.231445
	Iteration 50Q: 3 clusters Score -1231238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1231242.750000 Penalty: 4622.231445
	Iteration 51Q: 3 clusters Score -1231243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1231245.250000 Penalty: 4622.231445
	Iteration 52Q: 3 clusters Score -1231245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1231247.750000 Penalty: 4622.231445
	Iteration 53Q: 3 clusters Score -1231248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1231246.125000 Penalty: 4622.231445
	Iteration 54Q: 3 clusters Score -1231246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1231249.000000 Penalty: 4622.231445
	Iteration 55Q: 3 clusters Score -1231249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1231248.625000 Penalty: 4622.231445
	Iteration 56Q: 3 clusters Score -1231249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1231246.875000 Penalty: 4622.231445
	Iteration 57Q: 3 clusters Score -1231247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1231245.750000 Penalty: 4622.231445
	Iteration 58Q: 3 clusters Score -1231246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1231245.125000 Penalty: 4622.231445
	Iteration 59Q: 3 clusters Score -1231245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1231244.625000 Penalty: 4622.231445
	Iteration 60F: 3 clusters Score -1231245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Entering Unmasked Estep 
Score: -2813746.250000 Penalty: 2507.787109
	Iteration 0F: 2 clusters Score -2813746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2796672.750000 Penalty: 5015.574219
	Iteration 0F: 3 clusters Score -2796673 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2802477.000000 Penalty: 5015.574219
	Iteration 1F: 3 clusters Score -2802477 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2802872.500000 Penalty: 5015.574219
	Iteration 2Q: 3 clusters Score -2802872 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2803162.500000 Penalty: 5015.574219
	Iteration 3Q: 3 clusters Score -2803162 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2803448.750000 Penalty: 5015.574219
	Iteration 4Q: 3 clusters Score -2803449 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2803691.250000 Penalty: 5015.574219
	Iteration 5Q: 3 clusters Score -2803691 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2803949.500000 Penalty: 5015.574219
	Iteration 6Q: 3 clusters Score -2803950 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2804181.750000 Penalty: 5015.574219
	Iteration 7Q: 3 clusters Score -2804182 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2804481.250000 Penalty: 5015.574219
	Iteration 8Q: 3 clusters Score -2804481 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2804895.000000 Penalty: 5015.574219
	Iteration 9Q: 3 clusters Score -2804895 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2805475.250000 Penalty: 5015.574219
	Iteration 10Q: 3 clusters Score -2805475 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2806270.250000 Penalty: 5015.574219
	Iteration 11F: 3 clusters Score -2806270 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2807226.500000 Penalty: 5015.574219
	Iteration 12F: 3 clusters Score -2807226 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2808367.500000 Penalty: 5015.574219
	Iteration 13F: 3 clusters Score -2808368 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2809407.500000 Penalty: 5015.574219
	Iteration 14F: 3 clusters Score -2809408 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2810191.500000 Penalty: 5015.574219
	Iteration 15Q: 3 clusters Score -2810192 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2810756.750000 Penalty: 5015.574219
	Iteration 16Q: 3 clusters Score -2810757 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2811113.000000 Penalty: 5015.574219
	Iteration 17Q: 3 clusters Score -2811113 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2811318.250000 Penalty: 5015.574219
	Iteration 18Q: 3 clusters Score -2811318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2811422.000000 Penalty: 5015.574219
	Iteration 19Q: 3 clusters Score -2811422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2811503.500000 Penalty: 5015.574219
	Iteration 20F: 3 clusters Score -2811504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2811542.000000 Penalty: 5015.574219
	Iteration 21Q: 3 clusters Score -2811542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2811577.750000 Penalty: 5015.574219
	Iteration 22Q: 3 clusters Score -2811578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2811606.250000 Penalty: 5015.574219
	Iteration 23Q: 3 clusters Score -2811606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2811627.000000 Penalty: 5015.574219
	Iteration 24Q: 3 clusters Score -2811627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2811644.000000 Penalty: 5015.574219
	Iteration 25Q: 3 clusters Score -2811644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2811658.750000 Penalty: 5015.574219
	Iteration 26Q: 3 clusters Score -2811659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2811661.000000 Penalty: 5015.574219
	Iteration 27Q: 3 clusters Score -2811661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2811666.000000 Penalty: 5015.574219
	Iteration 28Q: 3 clusters Score -2811666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2811672.250000 Penalty: 5015.574219
	Iteration 29Q: 3 clusters Score -2811672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2811679.000000 Penalty: 5015.574219
	Iteration 30Q: 3 clusters Score -2811679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2811677.250000 Penalty: 5015.574219
	Iteration 31Q: 3 clusters Score -2811677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2811679.000000 Penalty: 5015.574219
	Iteration 32Q: 3 clusters Score -2811679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2811679.000000 Penalty: 5015.574219
	Iteration 33F: 3 clusters Score -2811679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123048 members 
Entering Unmasked Estep 
Score: -14085886.000000 Penalty: 2906.641846
	Iteration 0F: 2 clusters Score -1.408589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 61455 members 
Entering Unmasked Estep 
Score: -14003617.000000 Penalty: 5813.283691
	Iteration 0F: 3 clusters Score -1.400362e+07 nChanged 58531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -14037307.000000 Penalty: 5813.283691
	Iteration 1F: 3 clusters Score -1.403731e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -14037992.000000 Penalty: 5813.283691
	Iteration 2Q: 3 clusters Score -1.403799e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -14038804.000000 Penalty: 5813.283691
	Iteration 3Q: 3 clusters Score -1.40388e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -14039750.000000 Penalty: 5813.283691
	Iteration 4Q: 3 clusters Score -1.403975e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70571 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -14041332.000000 Penalty: 5813.283691
	Iteration 5Q: 3 clusters Score -1.404133e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -14043756.000000 Penalty: 5813.283691
	Iteration 6Q: 3 clusters Score -1.404376e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -14047924.000000 Penalty: 5813.283691
	Iteration 7F: 3 clusters Score -1.404792e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -14054152.000000 Penalty: 5813.283691
	Iteration 8F: 3 clusters Score -1.405415e+07 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -14062415.000000 Penalty: 5813.283691
	Iteration 9F: 3 clusters Score -1.406242e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109687 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -14070916.000000 Penalty: 5813.283691
	Iteration 10F: 3 clusters Score -1.407092e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116518 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -14077551.000000 Penalty: 5813.283691
	Iteration 11F: 3 clusters Score -1.407755e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -14081105.000000 Penalty: 5813.283691
	Iteration 12Q: 3 clusters Score -1.40811e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121906 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -14082593.000000 Penalty: 5813.283691
	Iteration 13Q: 3 clusters Score -1.408259e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122422 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14083045.000000 Penalty: 5813.283691
	Iteration 14Q: 3 clusters Score -1.408304e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122590 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14083182.000000 Penalty: 5813.283691
	Iteration 15Q: 3 clusters Score -1.408318e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14083251.000000 Penalty: 5813.283691
	Iteration 16Q: 3 clusters Score -1.408325e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122690 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14083305.000000 Penalty: 5813.283691
	Iteration 17Q: 3 clusters Score -1.40833e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122710 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14083332.000000 Penalty: 5813.283691
	Iteration 18Q: 3 clusters Score -1.408333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122723 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14083372.000000 Penalty: 5813.283691
	Iteration 19Q: 3 clusters Score -1.408337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14083402.000000 Penalty: 5813.283691
	Iteration 20F: 3 clusters Score -1.40834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122725 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14083399.000000 Penalty: 5813.283691
	Iteration 21Q: 3 clusters Score -1.40834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122727 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14083408.000000 Penalty: 5813.283691
	Iteration 22Q: 3 clusters Score -1.408341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122732 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14083407.000000 Penalty: 5813.283691
	Iteration 23Q: 3 clusters Score -1.408341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122735 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -14083406.000000 Penalty: 5813.283691
	Iteration 24Q: 3 clusters Score -1.408341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122736 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14083423.000000 Penalty: 5813.283691
	Iteration 25Q: 3 clusters Score -1.408342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122738 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14083425.000000 Penalty: 5813.283691
	Iteration 26Q: 3 clusters Score -1.408342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -14083425.000000 Penalty: 5813.283691
	Iteration 27Q: 3 clusters Score -1.408342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14083420.000000 Penalty: 5813.283691
	Iteration 28Q: 3 clusters Score -1.408342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14083430.000000 Penalty: 5813.283691
	Iteration 29Q: 3 clusters Score -1.408343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14083421.000000 Penalty: 5813.283691
	Iteration 30Q: 3 clusters Score -1.408342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14083421.000000 Penalty: 5813.283691
	Iteration 31F: 3 clusters Score -1.408342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Entering Unmasked Estep 
Score: -3759063.000000 Penalty: 2569.082275
	Iteration 0F: 2 clusters Score -3759063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3737386.750000 Penalty: 5138.164551
	Iteration 0F: 3 clusters Score -3737387 nChanged 14228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3745328.750000 Penalty: 5138.164551
	Iteration 1F: 3 clusters Score -3745329 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3746019.750000 Penalty: 5138.164551
	Iteration 2F: 3 clusters Score -3746020 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3746854.750000 Penalty: 5138.164551
	Iteration 3F: 3 clusters Score -3746855 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3747987.500000 Penalty: 5138.164551
	Iteration 4F: 3 clusters Score -3747988 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3749403.750000 Penalty: 5138.164551
	Iteration 5F: 3 clusters Score -3749404 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3750951.750000 Penalty: 5138.164551
	Iteration 6F: 3 clusters Score -3750952 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3752450.750000 Penalty: 5138.164551
	Iteration 7F: 3 clusters Score -3752451 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3753717.000000 Penalty: 5138.164551
	Iteration 8F: 3 clusters Score -3753717 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3754845.750000 Penalty: 5138.164551
	Iteration 9Q: 3 clusters Score -3754846 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3755724.250000 Penalty: 5138.164551
	Iteration 10Q: 3 clusters Score -3755724 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3756327.500000 Penalty: 5138.164551
	Iteration 11Q: 3 clusters Score -3756328 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3756722.250000 Penalty: 5138.164551
	Iteration 12Q: 3 clusters Score -3756722 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -3756976.000000 Penalty: 5138.164551
	Iteration 13Q: 3 clusters Score -3756976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -3757139.000000 Penalty: 5138.164551
	Iteration 14Q: 3 clusters Score -3757139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -3757222.250000 Penalty: 5138.164551
	Iteration 15Q: 3 clusters Score -3757222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3757317.250000 Penalty: 5138.164551
	Iteration 16Q: 3 clusters Score -3757317 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3757380.750000 Penalty: 5138.164551
	Iteration 17Q: 3 clusters Score -3757381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3757402.500000 Penalty: 5138.164551
	Iteration 18Q: 3 clusters Score -3757402 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3757414.000000 Penalty: 5138.164551
	Iteration 19Q: 3 clusters Score -3757414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -3757435.500000 Penalty: 5138.164551
	Iteration 20F: 3 clusters Score -3757436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3757446.000000 Penalty: 5138.164551
	Iteration 21Q: 3 clusters Score -3757446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3757447.250000 Penalty: 5138.164551
	Iteration 22Q: 3 clusters Score -3757447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3757445.250000 Penalty: 5138.164551
	Iteration 23Q: 3 clusters Score -3757445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -3757453.750000 Penalty: 5138.164551
	Iteration 24Q: 3 clusters Score -3757454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3757466.500000 Penalty: 5138.164551
	Iteration 25Q: 3 clusters Score -3757466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3757468.000000 Penalty: 5138.164551
	Iteration 26Q: 3 clusters Score -3757468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3757470.500000 Penalty: 5138.164551
	Iteration 27Q: 3 clusters Score -3757470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3757469.250000 Penalty: 5138.164551
	Iteration 28Q: 3 clusters Score -3757469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3757467.750000 Penalty: 5138.164551
	Iteration 29Q: 3 clusters Score -3757468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3757470.750000 Penalty: 5138.164551
	Iteration 30Q: 3 clusters Score -3757471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3757472.000000 Penalty: 5138.164551
	Iteration 31Q: 3 clusters Score -3757472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -3757474.250000 Penalty: 5138.164551
	Iteration 32Q: 3 clusters Score -3757474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -3757478.000000 Penalty: 5138.164551
	Iteration 33Q: 3 clusters Score -3757478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -3757478.000000 Penalty: 5138.164551
	Iteration 34F: 3 clusters Score -3757478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Entering Unmasked Estep 
Score: -3902078.250000 Penalty: 2588.926758
	Iteration 0F: 2 clusters Score -3902078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3879110.000000 Penalty: 5177.853516
	Iteration 0F: 3 clusters Score -3879110 nChanged 15398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3887575.750000 Penalty: 5177.853516
	Iteration 1F: 3 clusters Score -3887576 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3888526.500000 Penalty: 5177.853516
	Iteration 2F: 3 clusters Score -3888526 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3889529.000000 Penalty: 5177.853516
	Iteration 3F: 3 clusters Score -3889529 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3890646.250000 Penalty: 5177.853516
	Iteration 4F: 3 clusters Score -3890646 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3891863.500000 Penalty: 5177.853516
	Iteration 5F: 3 clusters Score -3891864 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3893151.000000 Penalty: 5177.853516
	Iteration 6F: 3 clusters Score -3893151 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -3894473.750000 Penalty: 5177.853516
	Iteration 7F: 3 clusters Score -3894474 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3895566.500000 Penalty: 5177.853516
	Iteration 8F: 3 clusters Score -3895566 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3896270.750000 Penalty: 5177.853516
	Iteration 9Q: 3 clusters Score -3896271 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -3896674.000000 Penalty: 5177.853516
	Iteration 10Q: 3 clusters Score -3896674 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3896910.500000 Penalty: 5177.853516
	Iteration 11Q: 3 clusters Score -3896910 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3897097.500000 Penalty: 5177.853516
	Iteration 12Q: 3 clusters Score -3897098 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3897272.250000 Penalty: 5177.853516
	Iteration 13Q: 3 clusters Score -3897272 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3897427.000000 Penalty: 5177.853516
	Iteration 14Q: 3 clusters Score -3897427 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3897537.500000 Penalty: 5177.853516
	Iteration 15Q: 3 clusters Score -3897538 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3897695.500000 Penalty: 5177.853516
	Iteration 16Q: 3 clusters Score -3897696 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3897797.750000 Penalty: 5177.853516
	Iteration 17Q: 3 clusters Score -3897798 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -3897906.500000 Penalty: 5177.853516
	Iteration 18Q: 3 clusters Score -3897906 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3897976.500000 Penalty: 5177.853516
	Iteration 19Q: 3 clusters Score -3897976 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3898057.750000 Penalty: 5177.853516
	Iteration 20F: 3 clusters Score -3898058 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -3898151.000000 Penalty: 5177.853516
	Iteration 21Q: 3 clusters Score -3898151 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -3898235.750000 Penalty: 5177.853516
	Iteration 22Q: 3 clusters Score -3898236 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3898308.000000 Penalty: 5177.853516
	Iteration 23Q: 3 clusters Score -3898308 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3898390.000000 Penalty: 5177.853516
	Iteration 24Q: 3 clusters Score -3898390 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3898457.750000 Penalty: 5177.853516
	Iteration 25Q: 3 clusters Score -3898458 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3898504.750000 Penalty: 5177.853516
	Iteration 26Q: 3 clusters Score -3898505 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3898577.500000 Penalty: 5177.853516
	Iteration 27Q: 3 clusters Score -3898578 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3898624.500000 Penalty: 5177.853516
	Iteration 28Q: 3 clusters Score -3898624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3898652.500000 Penalty: 5177.853516
	Iteration 29Q: 3 clusters Score -3898652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -3898668.250000 Penalty: 5177.853516
	Iteration 30Q: 3 clusters Score -3898668 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3898709.000000 Penalty: 5177.853516
	Iteration 31Q: 3 clusters Score -3898709 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3898747.250000 Penalty: 5177.853516
	Iteration 32Q: 3 clusters Score -3898747 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3898748.500000 Penalty: 5177.853516
	Iteration 33Q: 3 clusters Score -3898748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3898775.750000 Penalty: 5177.853516
	Iteration 34Q: 3 clusters Score -3898776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3898782.500000 Penalty: 5177.853516
	Iteration 35Q: 3 clusters Score -3898782 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3898788.750000 Penalty: 5177.853516
	Iteration 36Q: 3 clusters Score -3898789 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3898797.750000 Penalty: 5177.853516
	Iteration 37Q: 3 clusters Score -3898798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3898805.250000 Penalty: 5177.853516
	Iteration 38Q: 3 clusters Score -3898805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3898801.500000 Penalty: 5177.853516
	Iteration 39Q: 3 clusters Score -3898802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3898812.500000 Penalty: 5177.853516
	Iteration 40F: 3 clusters Score -3898812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3898822.500000 Penalty: 5177.853516
	Iteration 41Q: 3 clusters Score -3898822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3898825.750000 Penalty: 5177.853516
	Iteration 42Q: 3 clusters Score -3898826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3898831.250000 Penalty: 5177.853516
	Iteration 43Q: 3 clusters Score -3898831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3898833.750000 Penalty: 5177.853516
	Iteration 44Q: 3 clusters Score -3898834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3898833.500000 Penalty: 5177.853516
	Iteration 45Q: 3 clusters Score -3898834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3898840.000000 Penalty: 5177.853516
	Iteration 46Q: 3 clusters Score -3898840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3898850.250000 Penalty: 5177.853516
	Iteration 47Q: 3 clusters Score -3898850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3898847.750000 Penalty: 5177.853516
	Iteration 48Q: 3 clusters Score -3898848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3898849.250000 Penalty: 5177.853516
	Iteration 49Q: 3 clusters Score -3898849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3898864.250000 Penalty: 5177.853516
	Iteration 50Q: 3 clusters Score -3898864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3898862.250000 Penalty: 5177.853516
	Iteration 51Q: 3 clusters Score -3898862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3898864.250000 Penalty: 5177.853516
	Iteration 52Q: 3 clusters Score -3898864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3898868.000000 Penalty: 5177.853516
	Iteration 53Q: 3 clusters Score -3898868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -3898874.500000 Penalty: 5177.853516
	Iteration 54Q: 3 clusters Score -3898874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3898881.750000 Penalty: 5177.853516
	Iteration 55Q: 3 clusters Score -3898882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3898882.750000 Penalty: 5177.853516
	Iteration 56Q: 3 clusters Score -3898883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3898892.000000 Penalty: 5177.853516
	Iteration 57Q: 3 clusters Score -3898892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3898891.000000 Penalty: 5177.853516
	Iteration 58Q: 3 clusters Score -3898891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -3898899.500000 Penalty: 5177.853516
	Iteration 59Q: 3 clusters Score -3898900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3898892.000000 Penalty: 5177.853516
	Iteration 60F: 3 clusters Score -3898892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -3898898.500000 Penalty: 5177.853516
	Iteration 61Q: 3 clusters Score -3898898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3898912.500000 Penalty: 5177.853516
	Iteration 62Q: 3 clusters Score -3898912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3898903.250000 Penalty: 5177.853516
	Iteration 63Q: 3 clusters Score -3898903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3898901.250000 Penalty: 5177.853516
	Iteration 64Q: 3 clusters Score -3898901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -3898910.000000 Penalty: 5177.853516
	Iteration 65Q: 3 clusters Score -3898910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3898914.750000 Penalty: 5177.853516
	Iteration 66Q: 3 clusters Score -3898915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3898908.750000 Penalty: 5177.853516
	Iteration 67Q: 3 clusters Score -3898909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3898911.500000 Penalty: 5177.853516
	Iteration 68Q: 3 clusters Score -3898912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3898913.500000 Penalty: 5177.853516
	Iteration 69Q: 3 clusters Score -3898914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3898914.750000 Penalty: 5177.853516
	Iteration 70Q: 3 clusters Score -3898915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3898919.500000 Penalty: 5177.853516
	Iteration 71Q: 3 clusters Score -3898920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3898926.000000 Penalty: 5177.853516
	Iteration 72Q: 3 clusters Score -3898926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3898922.500000 Penalty: 5177.853516
	Iteration 73Q: 3 clusters Score -3898922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3898923.250000 Penalty: 5177.853516
	Iteration 74Q: 3 clusters Score -3898923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3898928.500000 Penalty: 5177.853516
	Iteration 75Q: 3 clusters Score -3898928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3898931.750000 Penalty: 5177.853516
	Iteration 76Q: 3 clusters Score -3898932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3898941.500000 Penalty: 5177.853516
	Iteration 77Q: 3 clusters Score -3898942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -3898932.750000 Penalty: 5177.853516
	Iteration 78Q: 3 clusters Score -3898933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3898934.750000 Penalty: 5177.853516
	Iteration 79Q: 3 clusters Score -3898935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3898941.750000 Penalty: 5177.853516
	Iteration 80F: 3 clusters Score -3898942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3898946.750000 Penalty: 5177.853516
	Iteration 81Q: 3 clusters Score -3898947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3898952.000000 Penalty: 5177.853516
	Iteration 82Q: 3 clusters Score -3898952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3898955.500000 Penalty: 5177.853516
	Iteration 83Q: 3 clusters Score -3898956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3898953.500000 Penalty: 5177.853516
	Iteration 84Q: 3 clusters Score -3898954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3898955.000000 Penalty: 5177.853516
	Iteration 85Q: 3 clusters Score -3898955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3898951.250000 Penalty: 5177.853516
	Iteration 86Q: 3 clusters Score -3898951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3898954.000000 Penalty: 5177.853516
	Iteration 87Q: 3 clusters Score -3898954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -3898954.750000 Penalty: 5177.853516
	Iteration 88Q: 3 clusters Score -3898955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3898961.750000 Penalty: 5177.853516
	Iteration 89Q: 3 clusters Score -3898962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -3898957.500000 Penalty: 5177.853516
	Iteration 90Q: 3 clusters Score -3898958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3898956.750000 Penalty: 5177.853516
	Iteration 91Q: 3 clusters Score -3898957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3898950.000000 Penalty: 5177.853516
	Iteration 92Q: 3 clusters Score -3898950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3898961.250000 Penalty: 5177.853516
	Iteration 93Q: 3 clusters Score -3898961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3898959.750000 Penalty: 5177.853516
	Iteration 94Q: 3 clusters Score -3898960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3898962.750000 Penalty: 5177.853516
	Iteration 95Q: 3 clusters Score -3898963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -3898970.000000 Penalty: 5177.853516
	Iteration 96Q: 3 clusters Score -3898970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3898971.500000 Penalty: 5177.853516
	Iteration 97Q: 3 clusters Score -3898972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3898974.750000 Penalty: 5177.853516
	Iteration 98Q: 3 clusters Score -3898975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3898976.750000 Penalty: 5177.853516
	Iteration 99Q: 3 clusters Score -3898977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3898979.250000 Penalty: 5177.853516
	Iteration 100F: 3 clusters Score -3898979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3898969.250000 Penalty: 5177.853516
	Iteration 101Q: 3 clusters Score -3898969 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3898969.000000 Penalty: 5177.853516
	Iteration 102Q: 3 clusters Score -3898969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3898968.250000 Penalty: 5177.853516
	Iteration 103Q: 3 clusters Score -3898968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3898974.000000 Penalty: 5177.853516
	Iteration 104Q: 3 clusters Score -3898974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3898968.250000 Penalty: 5177.853516
	Iteration 105Q: 3 clusters Score -3898968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3898973.000000 Penalty: 5177.853516
	Iteration 106Q: 3 clusters Score -3898973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3898973.750000 Penalty: 5177.853516
	Iteration 107Q: 3 clusters Score -3898974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3898973.000000 Penalty: 5177.853516
	Iteration 108Q: 3 clusters Score -3898973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3898973.000000 Penalty: 5177.853516
	Iteration 109Q: 3 clusters Score -3898973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3898974.250000 Penalty: 5177.853516
	Iteration 110Q: 3 clusters Score -3898974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -3898976.500000 Penalty: 5177.853516
	Iteration 111Q: 3 clusters Score -3898976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3898974.500000 Penalty: 5177.853516
	Iteration 112Q: 3 clusters Score -3898974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3898969.750000 Penalty: 5177.853516
	Iteration 113Q: 3 clusters Score -3898970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3898971.750000 Penalty: 5177.853516
	Iteration 114Q: 3 clusters Score -3898972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3898971.000000 Penalty: 5177.853516
	Iteration 115Q: 3 clusters Score -3898971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3898966.500000 Penalty: 5177.853516
	Iteration 116Q: 3 clusters Score -3898966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3898976.500000 Penalty: 5177.853516
	Iteration 117Q: 3 clusters Score -3898976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3898976.750000 Penalty: 5177.853516
	Iteration 118Q: 3 clusters Score -3898977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -3898976.500000 Penalty: 5177.853516
	Iteration 119Q: 3 clusters Score -3898976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3898980.500000 Penalty: 5177.853516
	Iteration 120F: 3 clusters Score -3898980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3898981.250000 Penalty: 5177.853516
	Iteration 121Q: 3 clusters Score -3898981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3898970.750000 Penalty: 5177.853516
	Iteration 122Q: 3 clusters Score -3898971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3898973.500000 Penalty: 5177.853516
	Iteration 123Q: 3 clusters Score -3898974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -3898973.000000 Penalty: 5177.853516
	Iteration 124Q: 3 clusters Score -3898973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3898974.000000 Penalty: 5177.853516
	Iteration 125Q: 3 clusters Score -3898974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3898971.000000 Penalty: 5177.853516
	Iteration 126Q: 3 clusters Score -3898971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3898972.500000 Penalty: 5177.853516
	Iteration 127Q: 3 clusters Score -3898972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3898970.000000 Penalty: 5177.853516
	Iteration 128Q: 3 clusters Score -3898970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3898972.000000 Penalty: 5177.853516
	Iteration 129Q: 3 clusters Score -3898972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3898976.500000 Penalty: 5177.853516
	Iteration 130Q: 3 clusters Score -3898976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3898970.500000 Penalty: 5177.853516
	Iteration 131Q: 3 clusters Score -3898970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3898972.250000 Penalty: 5177.853516
	Iteration 132Q: 3 clusters Score -3898972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3898979.500000 Penalty: 5177.853516
	Iteration 133Q: 3 clusters Score -3898980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3898980.000000 Penalty: 5177.853516
	Iteration 134Q: 3 clusters Score -3898980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3898980.000000 Penalty: 5177.853516
	Iteration 135F: 3 clusters Score -3898980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Entering Unmasked Estep 
Score: -2150028.750000 Penalty: 2433.804443
	Iteration 0F: 2 clusters Score -2150029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2137164.500000 Penalty: 4867.608887
	Iteration 0F: 3 clusters Score -2137164 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2141383.500000 Penalty: 4867.608887
	Iteration 1F: 3 clusters Score -2141384 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2141812.000000 Penalty: 4867.608887
	Iteration 2F: 3 clusters Score -2141812 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2142183.500000 Penalty: 4867.608887
	Iteration 3Q: 3 clusters Score -2142184 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2142557.500000 Penalty: 4867.608887
	Iteration 4Q: 3 clusters Score -2142558 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2142997.750000 Penalty: 4867.608887
	Iteration 5Q: 3 clusters Score -2142998 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2143557.500000 Penalty: 4867.608887
	Iteration 6Q: 3 clusters Score -2143558 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2144186.500000 Penalty: 4867.608887
	Iteration 7F: 3 clusters Score -2144186 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2144907.250000 Penalty: 4867.608887
	Iteration 8F: 3 clusters Score -2144907 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2145587.750000 Penalty: 4867.608887
	Iteration 9F: 3 clusters Score -2145588 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2146240.000000 Penalty: 4867.608887
	Iteration 10F: 3 clusters Score -2146240 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2146793.500000 Penalty: 4867.608887
	Iteration 11Q: 3 clusters Score -2146794 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2147228.750000 Penalty: 4867.608887
	Iteration 12Q: 3 clusters Score -2147229 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2147579.000000 Penalty: 4867.608887
	Iteration 13Q: 3 clusters Score -2147579 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2147822.000000 Penalty: 4867.608887
	Iteration 14Q: 3 clusters Score -2147822 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2148014.500000 Penalty: 4867.608887
	Iteration 15Q: 3 clusters Score -2148014 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2148138.250000 Penalty: 4867.608887
	Iteration 16Q: 3 clusters Score -2148138 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2148226.500000 Penalty: 4867.608887
	Iteration 17Q: 3 clusters Score -2148226 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2148280.250000 Penalty: 4867.608887
	Iteration 18Q: 3 clusters Score -2148280 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2148324.750000 Penalty: 4867.608887
	Iteration 19Q: 3 clusters Score -2148325 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2148374.000000 Penalty: 4867.608887
	Iteration 20F: 3 clusters Score -2148374 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2148409.750000 Penalty: 4867.608887
	Iteration 21Q: 3 clusters Score -2148410 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2148432.250000 Penalty: 4867.608887
	Iteration 22Q: 3 clusters Score -2148432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2148466.250000 Penalty: 4867.608887
	Iteration 23Q: 3 clusters Score -2148466 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2148493.500000 Penalty: 4867.608887
	Iteration 24Q: 3 clusters Score -2148494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2148514.250000 Penalty: 4867.608887
	Iteration 25Q: 3 clusters Score -2148514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2148536.000000 Penalty: 4867.608887
	Iteration 26Q: 3 clusters Score -2148536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2148563.250000 Penalty: 4867.608887
	Iteration 27Q: 3 clusters Score -2148563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2148589.750000 Penalty: 4867.608887
	Iteration 28Q: 3 clusters Score -2148590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2148607.250000 Penalty: 4867.608887
	Iteration 29Q: 3 clusters Score -2148607 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2148629.000000 Penalty: 4867.608887
	Iteration 30Q: 3 clusters Score -2148629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2148650.500000 Penalty: 4867.608887
	Iteration 31Q: 3 clusters Score -2148650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2148668.750000 Penalty: 4867.608887
	Iteration 32Q: 3 clusters Score -2148669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2148677.000000 Penalty: 4867.608887
	Iteration 33Q: 3 clusters Score -2148677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2148681.000000 Penalty: 4867.608887
	Iteration 34Q: 3 clusters Score -2148681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2148691.000000 Penalty: 4867.608887
	Iteration 35Q: 3 clusters Score -2148691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2148689.000000 Penalty: 4867.608887
	Iteration 36Q: 3 clusters Score -2148689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2148698.250000 Penalty: 4867.608887
	Iteration 37Q: 3 clusters Score -2148698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2148698.500000 Penalty: 4867.608887
	Iteration 38Q: 3 clusters Score -2148698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2148702.250000 Penalty: 4867.608887
	Iteration 39Q: 3 clusters Score -2148702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2148706.250000 Penalty: 4867.608887
	Iteration 40F: 3 clusters Score -2148706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2148714.250000 Penalty: 4867.608887
	Iteration 41Q: 3 clusters Score -2148714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2148722.250000 Penalty: 4867.608887
	Iteration 42Q: 3 clusters Score -2148722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2148724.250000 Penalty: 4867.608887
	Iteration 43Q: 3 clusters Score -2148724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2148728.250000 Penalty: 4867.608887
	Iteration 44Q: 3 clusters Score -2148728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2148730.000000 Penalty: 4867.608887
	Iteration 45Q: 3 clusters Score -2148730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2148740.250000 Penalty: 4867.608887
	Iteration 46Q: 3 clusters Score -2148740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2148741.750000 Penalty: 4867.608887
	Iteration 47Q: 3 clusters Score -2148742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2148742.000000 Penalty: 4867.608887
	Iteration 48Q: 3 clusters Score -2148742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2148741.000000 Penalty: 4867.608887
	Iteration 49Q: 3 clusters Score -2148741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2148749.500000 Penalty: 4867.608887
	Iteration 50Q: 3 clusters Score -2148750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2148756.750000 Penalty: 4867.608887
	Iteration 51Q: 3 clusters Score -2148757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2148753.000000 Penalty: 4867.608887
	Iteration 52Q: 3 clusters Score -2148753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2148762.750000 Penalty: 4867.608887
	Iteration 53Q: 3 clusters Score -2148763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2148760.750000 Penalty: 4867.608887
	Iteration 54Q: 3 clusters Score -2148761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2148760.000000 Penalty: 4867.608887
	Iteration 55Q: 3 clusters Score -2148760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2148759.500000 Penalty: 4867.608887
	Iteration 56Q: 3 clusters Score -2148760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2148763.500000 Penalty: 4867.608887
	Iteration 57Q: 3 clusters Score -2148764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2148765.250000 Penalty: 4867.608887
	Iteration 58Q: 3 clusters Score -2148765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2148768.750000 Penalty: 4867.608887
	Iteration 59Q: 3 clusters Score -2148769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2148769.750000 Penalty: 4867.608887
	Iteration 60F: 3 clusters Score -2148770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2148769.250000 Penalty: 4867.608887
	Iteration 61Q: 3 clusters Score -2148769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2148770.500000 Penalty: 4867.608887
	Iteration 62Q: 3 clusters Score -2148770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2148771.750000 Penalty: 4867.608887
	Iteration 63Q: 3 clusters Score -2148772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2148771.750000 Penalty: 4867.608887
	Iteration 64F: 3 clusters Score -2148772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -33921.578125 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -33921.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32654.548828 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -32654.55 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32950.585938 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -32950.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33125.636719 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -33125.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33249.542969 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -33249.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33296.558594 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -33296.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33361.617188 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -33361.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33374.304688 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -33374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33395.406250 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -33395.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33443.601562 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -33443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33450.812500 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -33450.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33455.964844 Penalty: 2930.409180
	Iteration 10F: 3 clusters Score -33455.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33502.609375 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -33502.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33513.085938 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -33513.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33515.367188 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -33515.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33515.367188 Penalty: 2930.409180
	Iteration 14F: 3 clusters Score -33515.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -571128.562500 Penalty: 2131.763184
	Iteration 0F: 2 clusters Score -571128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -566363.375000 Penalty: 4263.526367
	Iteration 0F: 3 clusters Score -566363.4 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -567643.937500 Penalty: 4263.526367
	Iteration 1F: 3 clusters Score -567643.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -568001.625000 Penalty: 4263.526367
	Iteration 2F: 3 clusters Score -568001.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -568300.312500 Penalty: 4263.526367
	Iteration 3F: 3 clusters Score -568300.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -568570.187500 Penalty: 4263.526367
	Iteration 4F: 3 clusters Score -568570.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -568843.562500 Penalty: 4263.526367
	Iteration 5F: 3 clusters Score -568843.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -569079.625000 Penalty: 4263.526367
	Iteration 6F: 3 clusters Score -569079.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -569330.187500 Penalty: 4263.526367
	Iteration 7Q: 3 clusters Score -569330.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -569645.625000 Penalty: 4263.526367
	Iteration 8Q: 3 clusters Score -569645.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -570015.750000 Penalty: 4263.526367
	Iteration 9Q: 3 clusters Score -570015.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -570353.062500 Penalty: 4263.526367
	Iteration 10Q: 3 clusters Score -570353.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -570600.937500 Penalty: 4263.526367
	Iteration 11Q: 3 clusters Score -570600.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -570707.000000 Penalty: 4263.526367
	Iteration 12Q: 3 clusters Score -570707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -570751.750000 Penalty: 4263.526367
	Iteration 13Q: 3 clusters Score -570751.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -570770.375000 Penalty: 4263.526367
	Iteration 14Q: 3 clusters Score -570770.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -570784.125000 Penalty: 4263.526367
	Iteration 15Q: 3 clusters Score -570784.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -570787.437500 Penalty: 4263.526367
	Iteration 16Q: 3 clusters Score -570787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -570789.875000 Penalty: 4263.526367
	Iteration 17Q: 3 clusters Score -570789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -570790.750000 Penalty: 4263.526367
	Iteration 18Q: 3 clusters Score -570790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -570790.812500 Penalty: 4263.526367
	Iteration 19Q: 3 clusters Score -570790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -570792.750000 Penalty: 4263.526367
	Iteration 20F: 3 clusters Score -570792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -570792.125000 Penalty: 4263.526367
	Iteration 21Q: 3 clusters Score -570792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -570793.000000 Penalty: 4263.526367
	Iteration 22Q: 3 clusters Score -570793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -570793.125000 Penalty: 4263.526367
	Iteration 23Q: 3 clusters Score -570793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -570793.125000 Penalty: 4263.526367
	Iteration 24F: 3 clusters Score -570793.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (131080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131080 members 
Entering Unmasked Estep 
Score: -15278029.000000 Penalty: 2922.323486
	Iteration 0F: 2 clusters Score -1.527803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -15190172.000000 Penalty: 5844.646973
	Iteration 0F: 3 clusters Score -1.519017e+07 nChanged 62718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -15226702.000000 Penalty: 5844.646973
	Iteration 1F: 3 clusters Score -1.52267e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -15228232.000000 Penalty: 5844.646973
	Iteration 2Q: 3 clusters Score -1.522823e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -15230654.000000 Penalty: 5844.646973
	Iteration 3Q: 3 clusters Score -1.523065e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -15234037.000000 Penalty: 5844.646973
	Iteration 4Q: 3 clusters Score -1.523404e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -15238608.000000 Penalty: 5844.646973
	Iteration 5F: 3 clusters Score -1.523861e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -15243268.000000 Penalty: 5844.646973
	Iteration 6F: 3 clusters Score -1.524327e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -15247702.000000 Penalty: 5844.646973
	Iteration 7F: 3 clusters Score -1.52477e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85157 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -15251561.000000 Penalty: 5844.646973
	Iteration 8F: 3 clusters Score -1.525156e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -15255213.000000 Penalty: 5844.646973
	Iteration 9Q: 3 clusters Score -1.525521e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96003 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -15259004.000000 Penalty: 5844.646973
	Iteration 10Q: 3 clusters Score -1.5259e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -15262511.000000 Penalty: 5844.646973
	Iteration 11Q: 3 clusters Score -1.526251e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -15265651.000000 Penalty: 5844.646973
	Iteration 12Q: 3 clusters Score -1.526565e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -15268453.000000 Penalty: 5844.646973
	Iteration 13Q: 3 clusters Score -1.526845e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116227 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -15270531.000000 Penalty: 5844.646973
	Iteration 14Q: 3 clusters Score -1.527053e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119563 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -15272060.000000 Penalty: 5844.646973
	Iteration 15Q: 3 clusters Score -1.527206e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -15273353.000000 Penalty: 5844.646973
	Iteration 16Q: 3 clusters Score -1.527335e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124032 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -15274270.000000 Penalty: 5844.646973
	Iteration 17Q: 3 clusters Score -1.527427e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125367 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -15274870.000000 Penalty: 5844.646973
	Iteration 18Q: 3 clusters Score -1.527487e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126288 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -15275275.000000 Penalty: 5844.646973
	Iteration 19Q: 3 clusters Score -1.527528e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126942 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -15275482.000000 Penalty: 5844.646973
	Iteration 20F: 3 clusters Score -1.527548e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127419 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -15275695.000000 Penalty: 5844.646973
	Iteration 21Q: 3 clusters Score -1.52757e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -15275796.000000 Penalty: 5844.646973
	Iteration 22Q: 3 clusters Score -1.52758e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127987 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -15275865.000000 Penalty: 5844.646973
	Iteration 23Q: 3 clusters Score -1.527586e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -15275927.000000 Penalty: 5844.646973
	Iteration 24Q: 3 clusters Score -1.527593e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -15275977.000000 Penalty: 5844.646973
	Iteration 25Q: 3 clusters Score -1.527598e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128416 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -15276015.000000 Penalty: 5844.646973
	Iteration 26Q: 3 clusters Score -1.527602e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128490 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -15276051.000000 Penalty: 5844.646973
	Iteration 27Q: 3 clusters Score -1.527605e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128541 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -15276056.000000 Penalty: 5844.646973
	Iteration 28Q: 3 clusters Score -1.527606e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128584 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -15276083.000000 Penalty: 5844.646973
	Iteration 29Q: 3 clusters Score -1.527608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128623 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -15276087.000000 Penalty: 5844.646973
	Iteration 30Q: 3 clusters Score -1.527609e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128656 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -15276095.000000 Penalty: 5844.646973
	Iteration 31Q: 3 clusters Score -1.52761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128684 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -15276108.000000 Penalty: 5844.646973
	Iteration 32Q: 3 clusters Score -1.527611e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128719 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -15276116.000000 Penalty: 5844.646973
	Iteration 33Q: 3 clusters Score -1.527612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128742 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -15276122.000000 Penalty: 5844.646973
	Iteration 34Q: 3 clusters Score -1.527612e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128764 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -15276138.000000 Penalty: 5844.646973
	Iteration 35Q: 3 clusters Score -1.527614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128770 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -15276141.000000 Penalty: 5844.646973
	Iteration 36Q: 3 clusters Score -1.527614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128780 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -15276145.000000 Penalty: 5844.646973
	Iteration 37Q: 3 clusters Score -1.527614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -15276145.000000 Penalty: 5844.646973
	Iteration 38Q: 3 clusters Score -1.527614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128791 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -15276159.000000 Penalty: 5844.646973
	Iteration 39Q: 3 clusters Score -1.527616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128799 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -15276140.000000 Penalty: 5844.646973
	Iteration 40F: 3 clusters Score -1.527614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128809 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -15276151.000000 Penalty: 5844.646973
	Iteration 41Q: 3 clusters Score -1.527615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128820 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -15276151.000000 Penalty: 5844.646973
	Iteration 42Q: 3 clusters Score -1.527615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128830 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -15276165.000000 Penalty: 5844.646973
	Iteration 43Q: 3 clusters Score -1.527616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -15276164.000000 Penalty: 5844.646973
	Iteration 44Q: 3 clusters Score -1.527616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -15276167.000000 Penalty: 5844.646973
	Iteration 45Q: 3 clusters Score -1.527617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128860 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -15276154.000000 Penalty: 5844.646973
	Iteration 46Q: 3 clusters Score -1.527615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128868 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -15276146.000000 Penalty: 5844.646973
	Iteration 47Q: 3 clusters Score -1.527615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128872 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -15276153.000000 Penalty: 5844.646973
	Iteration 48Q: 3 clusters Score -1.527615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128873 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -15276160.000000 Penalty: 5844.646973
	Iteration 49Q: 3 clusters Score -1.527616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -15276175.000000 Penalty: 5844.646973
	Iteration 50Q: 3 clusters Score -1.527618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -15276179.000000 Penalty: 5844.646973
	Iteration 51Q: 3 clusters Score -1.527618e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -15276187.000000 Penalty: 5844.646973
	Iteration 52Q: 3 clusters Score -1.527619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -15276175.000000 Penalty: 5844.646973
	Iteration 53Q: 3 clusters Score -1.527618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128893 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -15276179.000000 Penalty: 5844.646973
	Iteration 54Q: 3 clusters Score -1.527618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -15276175.000000 Penalty: 5844.646973
	Iteration 55Q: 3 clusters Score -1.527618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128902 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -15276182.000000 Penalty: 5844.646973
	Iteration 56Q: 3 clusters Score -1.527618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -15276182.000000 Penalty: 5844.646973
	Iteration 57Q: 3 clusters Score -1.527618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -15276176.000000 Penalty: 5844.646973
	Iteration 58Q: 3 clusters Score -1.527618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -15276179.000000 Penalty: 5844.646973
	Iteration 59Q: 3 clusters Score -1.527618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -15276183.000000 Penalty: 5844.646973
	Iteration 60F: 3 clusters Score -1.527618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128918 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -15276173.000000 Penalty: 5844.646973
	Iteration 61Q: 3 clusters Score -1.527617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128919 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -15276189.000000 Penalty: 5844.646973
	Iteration 62Q: 3 clusters Score -1.527619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -15276183.000000 Penalty: 5844.646973
	Iteration 63Q: 3 clusters Score -1.527618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -15276185.000000 Penalty: 5844.646973
	Iteration 64Q: 3 clusters Score -1.527618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -15276185.000000 Penalty: 5844.646973
	Iteration 65Q: 3 clusters Score -1.527618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -15276185.000000 Penalty: 5844.646973
	Iteration 66Q: 3 clusters Score -1.527618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -15276181.000000 Penalty: 5844.646973
	Iteration 67Q: 3 clusters Score -1.527618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -15276180.000000 Penalty: 5844.646973
	Iteration 68Q: 3 clusters Score -1.527618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -15276182.000000 Penalty: 5844.646973
	Iteration 69Q: 3 clusters Score -1.527618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -15276185.000000 Penalty: 5844.646973
	Iteration 70Q: 3 clusters Score -1.527618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -15276182.000000 Penalty: 5844.646973
	Iteration 71Q: 3 clusters Score -1.527618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -15276187.000000 Penalty: 5844.646973
	Iteration 72Q: 3 clusters Score -1.527619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128944 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15276193.000000 Penalty: 5844.646973
	Iteration 73Q: 3 clusters Score -1.527619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128946 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -15276179.000000 Penalty: 5844.646973
	Iteration 74Q: 3 clusters Score -1.527618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128947 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -15276181.000000 Penalty: 5844.646973
	Iteration 75Q: 3 clusters Score -1.527618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -15276191.000000 Penalty: 5844.646973
	Iteration 76Q: 3 clusters Score -1.527619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15276186.000000 Penalty: 5844.646973
	Iteration 77Q: 3 clusters Score -1.527619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128949 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -15276186.000000 Penalty: 5844.646973
	Iteration 78F: 3 clusters Score -1.527619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Entering Unmasked Estep 
Score: -1722686.125000 Penalty: 2391.278809
	Iteration 0F: 2 clusters Score -1722686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1711486.250000 Penalty: 4782.557617
	Iteration 0F: 3 clusters Score -1711486 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1715121.125000 Penalty: 4782.557617
	Iteration 1F: 3 clusters Score -1715121 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1715545.625000 Penalty: 4782.557617
	Iteration 2F: 3 clusters Score -1715546 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1715936.000000 Penalty: 4782.557617
	Iteration 3F: 3 clusters Score -1715936 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1716314.000000 Penalty: 4782.557617
	Iteration 4Q: 3 clusters Score -1716314 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1716729.375000 Penalty: 4782.557617
	Iteration 5Q: 3 clusters Score -1716729 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1717190.750000 Penalty: 4782.557617
	Iteration 6Q: 3 clusters Score -1717191 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1717739.375000 Penalty: 4782.557617
	Iteration 7F: 3 clusters Score -1717739 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1718324.375000 Penalty: 4782.557617
	Iteration 8Q: 3 clusters Score -1718324 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1718928.250000 Penalty: 4782.557617
	Iteration 9Q: 3 clusters Score -1718928 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1719463.875000 Penalty: 4782.557617
	Iteration 10Q: 3 clusters Score -1719464 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1719860.000000 Penalty: 4782.557617
	Iteration 11Q: 3 clusters Score -1719860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1720166.500000 Penalty: 4782.557617
	Iteration 12Q: 3 clusters Score -1720166 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1720377.500000 Penalty: 4782.557617
	Iteration 13Q: 3 clusters Score -1720378 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1720526.375000 Penalty: 4782.557617
	Iteration 14Q: 3 clusters Score -1720526 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1720632.000000 Penalty: 4782.557617
	Iteration 15Q: 3 clusters Score -1720632 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1720719.500000 Penalty: 4782.557617
	Iteration 16Q: 3 clusters Score -1720720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1720775.500000 Penalty: 4782.557617
	Iteration 17Q: 3 clusters Score -1720776 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1720817.875000 Penalty: 4782.557617
	Iteration 18Q: 3 clusters Score -1720818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1720849.125000 Penalty: 4782.557617
	Iteration 19Q: 3 clusters Score -1720849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1720870.750000 Penalty: 4782.557617
	Iteration 20F: 3 clusters Score -1720871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1720887.500000 Penalty: 4782.557617
	Iteration 21Q: 3 clusters Score -1720888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1720903.125000 Penalty: 4782.557617
	Iteration 22Q: 3 clusters Score -1720903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1720917.625000 Penalty: 4782.557617
	Iteration 23Q: 3 clusters Score -1720918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1720921.250000 Penalty: 4782.557617
	Iteration 24Q: 3 clusters Score -1720921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1720929.875000 Penalty: 4782.557617
	Iteration 25Q: 3 clusters Score -1720930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1720946.250000 Penalty: 4782.557617
	Iteration 26Q: 3 clusters Score -1720946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1720947.125000 Penalty: 4782.557617
	Iteration 27Q: 3 clusters Score -1720947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1720954.250000 Penalty: 4782.557617
	Iteration 28Q: 3 clusters Score -1720954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1720959.250000 Penalty: 4782.557617
	Iteration 29Q: 3 clusters Score -1720959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1720961.000000 Penalty: 4782.557617
	Iteration 30Q: 3 clusters Score -1720961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1720959.125000 Penalty: 4782.557617
	Iteration 31Q: 3 clusters Score -1720959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1720960.500000 Penalty: 4782.557617
	Iteration 32Q: 3 clusters Score -1720960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1720967.375000 Penalty: 4782.557617
	Iteration 33Q: 3 clusters Score -1720967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1720964.250000 Penalty: 4782.557617
	Iteration 34Q: 3 clusters Score -1720964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1720968.125000 Penalty: 4782.557617
	Iteration 35Q: 3 clusters Score -1720968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1720970.375000 Penalty: 4782.557617
	Iteration 36Q: 3 clusters Score -1720970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1720967.875000 Penalty: 4782.557617
	Iteration 37Q: 3 clusters Score -1720968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1720969.625000 Penalty: 4782.557617
	Iteration 38Q: 3 clusters Score -1720970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1720971.000000 Penalty: 4782.557617
	Iteration 39Q: 3 clusters Score -1720971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1720974.625000 Penalty: 4782.557617
	Iteration 40F: 3 clusters Score -1720975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1720974.375000 Penalty: 4782.557617
	Iteration 41Q: 3 clusters Score -1720974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1720974.375000 Penalty: 4782.557617
	Iteration 42F: 3 clusters Score -1720974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Entering Unmasked Estep 
Score: -2622630.250000 Penalty: 2489.244385
	Iteration 0F: 2 clusters Score -2622630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2606846.250000 Penalty: 4978.488770
	Iteration 0F: 3 clusters Score -2606846 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2612396.500000 Penalty: 4978.488770
	Iteration 1F: 3 clusters Score -2612396 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2612907.500000 Penalty: 4978.488770
	Iteration 2F: 3 clusters Score -2612908 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2613388.750000 Penalty: 4978.488770
	Iteration 3F: 3 clusters Score -2613389 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2613814.500000 Penalty: 4978.488770
	Iteration 4Q: 3 clusters Score -2613814 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2614230.000000 Penalty: 4978.488770
	Iteration 5Q: 3 clusters Score -2614230 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2614668.000000 Penalty: 4978.488770
	Iteration 6Q: 3 clusters Score -2614668 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2615116.000000 Penalty: 4978.488770
	Iteration 7Q: 3 clusters Score -2615116 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2615578.500000 Penalty: 4978.488770
	Iteration 8Q: 3 clusters Score -2615578 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2616086.250000 Penalty: 4978.488770
	Iteration 9Q: 3 clusters Score -2616086 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2616655.250000 Penalty: 4978.488770
	Iteration 10Q: 3 clusters Score -2616655 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2617286.250000 Penalty: 4978.488770
	Iteration 11Q: 3 clusters Score -2617286 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2617977.250000 Penalty: 4978.488770
	Iteration 12Q: 3 clusters Score -2617977 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2618666.500000 Penalty: 4978.488770
	Iteration 13Q: 3 clusters Score -2618666 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2619217.250000 Penalty: 4978.488770
	Iteration 14Q: 3 clusters Score -2619217 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -2619644.000000 Penalty: 4978.488770
	Iteration 15Q: 3 clusters Score -2619644 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2619932.750000 Penalty: 4978.488770
	Iteration 16Q: 3 clusters Score -2619933 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2620140.500000 Penalty: 4978.488770
	Iteration 17Q: 3 clusters Score -2620140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2620268.500000 Penalty: 4978.488770
	Iteration 18Q: 3 clusters Score -2620268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2620354.500000 Penalty: 4978.488770
	Iteration 19Q: 3 clusters Score -2620354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2620409.250000 Penalty: 4978.488770
	Iteration 20F: 3 clusters Score -2620409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2620462.750000 Penalty: 4978.488770
	Iteration 21Q: 3 clusters Score -2620463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2620505.750000 Penalty: 4978.488770
	Iteration 22Q: 3 clusters Score -2620506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2620521.250000 Penalty: 4978.488770
	Iteration 23Q: 3 clusters Score -2620521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2620532.500000 Penalty: 4978.488770
	Iteration 24Q: 3 clusters Score -2620532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2620539.750000 Penalty: 4978.488770
	Iteration 25Q: 3 clusters Score -2620540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -2620546.500000 Penalty: 4978.488770
	Iteration 26Q: 3 clusters Score -2620546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2620550.500000 Penalty: 4978.488770
	Iteration 27Q: 3 clusters Score -2620550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2620547.250000 Penalty: 4978.488770
	Iteration 28Q: 3 clusters Score -2620547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2620550.500000 Penalty: 4978.488770
	Iteration 29Q: 3 clusters Score -2620550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -2620550.500000 Penalty: 4978.488770
	Iteration 30F: 3 clusters Score -2620550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -178903.562500 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -178903.6 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 854 members 
Entering Unmasked Estep 
Score: -176542.359375 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -176542.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176966.218750 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -176966.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177100.531250 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -177100.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177160.453125 Penalty: 3682.681885
	Iteration 3Q: 3 clusters Score -177160.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -177217.671875 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -177217.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -177245.296875 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -177245.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -177267.171875 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -177267.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -177286.703125 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -177286.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -177308.265625 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -177308.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -177319.859375 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -177319.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -177328.734375 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -177328.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -177336.375000 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -177336.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -177341.859375 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -177341.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -177347.109375 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -177347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -177350.703125 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -177350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -177354.859375 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -177354.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -177357.000000 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -177357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -177360.781250 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -177360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -177367.812500 Penalty: 3682.681885
	Iteration 18Q: 3 clusters Score -177367.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -177371.796875 Penalty: 3682.681885
	Iteration 19Q: 3 clusters Score -177371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -177374.171875 Penalty: 3682.681885
	Iteration 20F: 3 clusters Score -177374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -177375.546875 Penalty: 3682.681885
	Iteration 21Q: 3 clusters Score -177375.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -177375.843750 Penalty: 3682.681885
	Iteration 22Q: 3 clusters Score -177375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -177375.843750 Penalty: 3682.681885
	Iteration 23F: 3 clusters Score -177375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1105171.750000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1105172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1097402.250000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1097402 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1099703.250000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1099703 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1100078.500000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1100078 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1100370.500000 Penalty: 4566.291016
	Iteration 3F: 3 clusters Score -1100370 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1100615.125000 Penalty: 4566.291016
	Iteration 4Q: 3 clusters Score -1100615 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1100831.500000 Penalty: 4566.291016
	Iteration 5Q: 3 clusters Score -1100832 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1101040.750000 Penalty: 4566.291016
	Iteration 6Q: 3 clusters Score -1101041 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1101219.250000 Penalty: 4566.291016
	Iteration 7Q: 3 clusters Score -1101219 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1101399.500000 Penalty: 4566.291016
	Iteration 8Q: 3 clusters Score -1101400 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1101564.000000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1101564 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1101710.000000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1101710 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1101879.000000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1101879 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1102039.000000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1102039 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1102196.750000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1102197 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1102297.625000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1102298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1102356.875000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1102357 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1102395.750000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1102396 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1102428.500000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1102428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1102445.375000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1102445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1102464.875000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1102465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1102477.125000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1102477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1102488.375000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1102488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1102497.875000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1102498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1102507.250000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1102507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1102515.000000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1102515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1102528.250000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1102528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1102542.500000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1102542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1102556.625000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1102557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1102576.500000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1102576 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1102600.875000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1102601 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1102624.250000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1102624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1102652.250000 Penalty: 4566.291016
	Iteration 31Q: 3 clusters Score -1102652 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1102681.375000 Penalty: 4566.291016
	Iteration 32Q: 3 clusters Score -1102681 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1102712.625000 Penalty: 4566.291016
	Iteration 33Q: 3 clusters Score -1102713 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1102741.625000 Penalty: 4566.291016
	Iteration 34Q: 3 clusters Score -1102742 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1102774.875000 Penalty: 4566.291016
	Iteration 35Q: 3 clusters Score -1102775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1102799.375000 Penalty: 4566.291016
	Iteration 36Q: 3 clusters Score -1102799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1102824.375000 Penalty: 4566.291016
	Iteration 37Q: 3 clusters Score -1102824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1102851.375000 Penalty: 4566.291016
	Iteration 38Q: 3 clusters Score -1102851 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1102869.375000 Penalty: 4566.291016
	Iteration 39Q: 3 clusters Score -1102869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1102883.125000 Penalty: 4566.291016
	Iteration 40F: 3 clusters Score -1102883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1102894.875000 Penalty: 4566.291016
	Iteration 41Q: 3 clusters Score -1102895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1102906.875000 Penalty: 4566.291016
	Iteration 42Q: 3 clusters Score -1102907 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1102927.625000 Penalty: 4566.291016
	Iteration 43Q: 3 clusters Score -1102928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1102958.375000 Penalty: 4566.291016
	Iteration 44Q: 3 clusters Score -1102958 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1102988.750000 Penalty: 4566.291016
	Iteration 45Q: 3 clusters Score -1102989 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1103034.875000 Penalty: 4566.291016
	Iteration 46Q: 3 clusters Score -1103035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1103076.625000 Penalty: 4566.291016
	Iteration 47Q: 3 clusters Score -1103077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1103122.000000 Penalty: 4566.291016
	Iteration 48Q: 3 clusters Score -1103122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1103156.750000 Penalty: 4566.291016
	Iteration 49Q: 3 clusters Score -1103157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1103194.750000 Penalty: 4566.291016
	Iteration 50Q: 3 clusters Score -1103195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1103233.875000 Penalty: 4566.291016
	Iteration 51Q: 3 clusters Score -1103234 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1103274.500000 Penalty: 4566.291016
	Iteration 52Q: 3 clusters Score -1103274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1103331.250000 Penalty: 4566.291016
	Iteration 53Q: 3 clusters Score -1103331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1103369.750000 Penalty: 4566.291016
	Iteration 54Q: 3 clusters Score -1103370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1103398.500000 Penalty: 4566.291016
	Iteration 55Q: 3 clusters Score -1103398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1103426.375000 Penalty: 4566.291016
	Iteration 56Q: 3 clusters Score -1103426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1103455.500000 Penalty: 4566.291016
	Iteration 57Q: 3 clusters Score -1103456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1103465.625000 Penalty: 4566.291016
	Iteration 58Q: 3 clusters Score -1103466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1103476.125000 Penalty: 4566.291016
	Iteration 59Q: 3 clusters Score -1103476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1103485.125000 Penalty: 4566.291016
	Iteration 60F: 3 clusters Score -1103485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1103492.125000 Penalty: 4566.291016
	Iteration 61Q: 3 clusters Score -1103492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1103501.875000 Penalty: 4566.291016
	Iteration 62Q: 3 clusters Score -1103502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1103506.125000 Penalty: 4566.291016
	Iteration 63Q: 3 clusters Score -1103506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1103511.500000 Penalty: 4566.291016
	Iteration 64Q: 3 clusters Score -1103512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1103516.375000 Penalty: 4566.291016
	Iteration 65Q: 3 clusters Score -1103516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1103522.625000 Penalty: 4566.291016
	Iteration 66Q: 3 clusters Score -1103523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1103523.625000 Penalty: 4566.291016
	Iteration 67Q: 3 clusters Score -1103524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1103526.250000 Penalty: 4566.291016
	Iteration 68Q: 3 clusters Score -1103526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1103530.875000 Penalty: 4566.291016
	Iteration 69Q: 3 clusters Score -1103531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1103535.750000 Penalty: 4566.291016
	Iteration 70Q: 3 clusters Score -1103536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1103534.500000 Penalty: 4566.291016
	Iteration 71Q: 3 clusters Score -1103534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1103536.875000 Penalty: 4566.291016
	Iteration 72Q: 3 clusters Score -1103537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1103539.000000 Penalty: 4566.291016
	Iteration 73Q: 3 clusters Score -1103539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1103537.500000 Penalty: 4566.291016
	Iteration 74Q: 3 clusters Score -1103538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1103538.750000 Penalty: 4566.291016
	Iteration 75Q: 3 clusters Score -1103539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1103538.750000 Penalty: 4566.291016
	Iteration 76F: 3 clusters Score -1103539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -1120787.500000 Penalty: 2301.984619
	Iteration 0F: 2 clusters Score -1120788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1112747.625000 Penalty: 4603.969238
	Iteration 0F: 3 clusters Score -1112748 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1115358.250000 Penalty: 4603.969238
	Iteration 1F: 3 clusters Score -1115358 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1116094.500000 Penalty: 4603.969238
	Iteration 2F: 3 clusters Score -1116094 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1116764.125000 Penalty: 4603.969238
	Iteration 3F: 3 clusters Score -1116764 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1117436.500000 Penalty: 4603.969238
	Iteration 4F: 3 clusters Score -1117436 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1118022.500000 Penalty: 4603.969238
	Iteration 5F: 3 clusters Score -1118022 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1118445.500000 Penalty: 4603.969238
	Iteration 6F: 3 clusters Score -1118446 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1118717.750000 Penalty: 4603.969238
	Iteration 7Q: 3 clusters Score -1118718 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1118891.375000 Penalty: 4603.969238
	Iteration 8Q: 3 clusters Score -1118891 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1119019.750000 Penalty: 4603.969238
	Iteration 9Q: 3 clusters Score -1119020 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1119099.000000 Penalty: 4603.969238
	Iteration 10Q: 3 clusters Score -1119099 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1119142.500000 Penalty: 4603.969238
	Iteration 11Q: 3 clusters Score -1119142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1119175.750000 Penalty: 4603.969238
	Iteration 12Q: 3 clusters Score -1119176 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1119201.375000 Penalty: 4603.969238
	Iteration 13Q: 3 clusters Score -1119201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1119213.250000 Penalty: 4603.969238
	Iteration 14Q: 3 clusters Score -1119213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1119218.375000 Penalty: 4603.969238
	Iteration 15Q: 3 clusters Score -1119218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1119221.500000 Penalty: 4603.969238
	Iteration 16Q: 3 clusters Score -1119222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1119231.500000 Penalty: 4603.969238
	Iteration 17Q: 3 clusters Score -1119232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1119235.750000 Penalty: 4603.969238
	Iteration 18Q: 3 clusters Score -1119236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1119243.500000 Penalty: 4603.969238
	Iteration 19Q: 3 clusters Score -1119244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1119254.000000 Penalty: 4603.969238
	Iteration 20F: 3 clusters Score -1119254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1119265.375000 Penalty: 4603.969238
	Iteration 21Q: 3 clusters Score -1119265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1119272.000000 Penalty: 4603.969238
	Iteration 22Q: 3 clusters Score -1119272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1119270.500000 Penalty: 4603.969238
	Iteration 23Q: 3 clusters Score -1119270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1119282.125000 Penalty: 4603.969238
	Iteration 24Q: 3 clusters Score -1119282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1119288.625000 Penalty: 4603.969238
	Iteration 25Q: 3 clusters Score -1119289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1119288.875000 Penalty: 4603.969238
	Iteration 26Q: 3 clusters Score -1119289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1119289.375000 Penalty: 4603.969238
	Iteration 27Q: 3 clusters Score -1119289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1119291.250000 Penalty: 4603.969238
	Iteration 28Q: 3 clusters Score -1119291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1119290.250000 Penalty: 4603.969238
	Iteration 29Q: 3 clusters Score -1119290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1119289.625000 Penalty: 4603.969238
	Iteration 30Q: 3 clusters Score -1119290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1119292.250000 Penalty: 4603.969238
	Iteration 31Q: 3 clusters Score -1119292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1119292.125000 Penalty: 4603.969238
	Iteration 32Q: 3 clusters Score -1119292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1119292.125000 Penalty: 4603.969238
	Iteration 33F: 3 clusters Score -1119292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Entering Unmasked Estep 
Score: -1284427.125000 Penalty: 2318.976318
	Iteration 0F: 2 clusters Score -1284427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1275710.000000 Penalty: 4637.952637
	Iteration 0F: 3 clusters Score -1275710 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1278425.500000 Penalty: 4637.952637
	Iteration 1F: 3 clusters Score -1278426 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1278797.250000 Penalty: 4637.952637
	Iteration 2F: 3 clusters Score -1278797 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1279086.500000 Penalty: 4637.952637
	Iteration 3F: 3 clusters Score -1279086 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1279320.125000 Penalty: 4637.952637
	Iteration 4Q: 3 clusters Score -1279320 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1279510.375000 Penalty: 4637.952637
	Iteration 5Q: 3 clusters Score -1279510 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1279683.000000 Penalty: 4637.952637
	Iteration 6Q: 3 clusters Score -1279683 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1279850.500000 Penalty: 4637.952637
	Iteration 7Q: 3 clusters Score -1279850 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1280017.375000 Penalty: 4637.952637
	Iteration 8Q: 3 clusters Score -1280017 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1280186.375000 Penalty: 4637.952637
	Iteration 9Q: 3 clusters Score -1280186 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1280324.375000 Penalty: 4637.952637
	Iteration 10Q: 3 clusters Score -1280324 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1280444.500000 Penalty: 4637.952637
	Iteration 11Q: 3 clusters Score -1280444 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1280551.000000 Penalty: 4637.952637
	Iteration 12Q: 3 clusters Score -1280551 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1280631.375000 Penalty: 4637.952637
	Iteration 13Q: 3 clusters Score -1280631 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1280702.000000 Penalty: 4637.952637
	Iteration 14Q: 3 clusters Score -1280702 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1280774.625000 Penalty: 4637.952637
	Iteration 15Q: 3 clusters Score -1280775 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1280835.875000 Penalty: 4637.952637
	Iteration 16Q: 3 clusters Score -1280836 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1280914.500000 Penalty: 4637.952637
	Iteration 17Q: 3 clusters Score -1280914 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1280988.500000 Penalty: 4637.952637
	Iteration 18Q: 3 clusters Score -1280988 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1281068.000000 Penalty: 4637.952637
	Iteration 19Q: 3 clusters Score -1281068 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1281144.875000 Penalty: 4637.952637
	Iteration 20F: 3 clusters Score -1281145 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1281224.750000 Penalty: 4637.952637
	Iteration 21Q: 3 clusters Score -1281225 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1281315.375000 Penalty: 4637.952637
	Iteration 22Q: 3 clusters Score -1281315 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1281411.500000 Penalty: 4637.952637
	Iteration 23Q: 3 clusters Score -1281412 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1281528.125000 Penalty: 4637.952637
	Iteration 24Q: 3 clusters Score -1281528 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1281649.000000 Penalty: 4637.952637
	Iteration 25Q: 3 clusters Score -1281649 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1281773.250000 Penalty: 4637.952637
	Iteration 26Q: 3 clusters Score -1281773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1281885.125000 Penalty: 4637.952637
	Iteration 27Q: 3 clusters Score -1281885 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1282008.750000 Penalty: 4637.952637
	Iteration 28Q: 3 clusters Score -1282009 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1282107.125000 Penalty: 4637.952637
	Iteration 29Q: 3 clusters Score -1282107 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1282165.750000 Penalty: 4637.952637
	Iteration 30Q: 3 clusters Score -1282166 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1282216.625000 Penalty: 4637.952637
	Iteration 31Q: 3 clusters Score -1282217 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1282254.125000 Penalty: 4637.952637
	Iteration 32Q: 3 clusters Score -1282254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1282282.250000 Penalty: 4637.952637
	Iteration 33Q: 3 clusters Score -1282282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1282312.750000 Penalty: 4637.952637
	Iteration 34Q: 3 clusters Score -1282313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1282340.000000 Penalty: 4637.952637
	Iteration 35Q: 3 clusters Score -1282340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1282364.125000 Penalty: 4637.952637
	Iteration 36Q: 3 clusters Score -1282364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1282392.875000 Penalty: 4637.952637
	Iteration 37Q: 3 clusters Score -1282393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1282424.375000 Penalty: 4637.952637
	Iteration 38Q: 3 clusters Score -1282424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1282453.250000 Penalty: 4637.952637
	Iteration 39Q: 3 clusters Score -1282453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1282491.500000 Penalty: 4637.952637
	Iteration 40F: 3 clusters Score -1282492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1282527.125000 Penalty: 4637.952637
	Iteration 41Q: 3 clusters Score -1282527 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1282564.000000 Penalty: 4637.952637
	Iteration 42Q: 3 clusters Score -1282564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1282592.375000 Penalty: 4637.952637
	Iteration 43Q: 3 clusters Score -1282592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1282616.625000 Penalty: 4637.952637
	Iteration 44Q: 3 clusters Score -1282617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1282637.375000 Penalty: 4637.952637
	Iteration 45Q: 3 clusters Score -1282637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1282647.500000 Penalty: 4637.952637
	Iteration 46Q: 3 clusters Score -1282648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1282660.875000 Penalty: 4637.952637
	Iteration 47Q: 3 clusters Score -1282661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1282669.250000 Penalty: 4637.952637
	Iteration 48Q: 3 clusters Score -1282669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1282677.250000 Penalty: 4637.952637
	Iteration 49Q: 3 clusters Score -1282677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1282683.500000 Penalty: 4637.952637
	Iteration 50Q: 3 clusters Score -1282684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1282686.625000 Penalty: 4637.952637
	Iteration 51Q: 3 clusters Score -1282687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1282691.250000 Penalty: 4637.952637
	Iteration 52Q: 3 clusters Score -1282691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1282693.250000 Penalty: 4637.952637
	Iteration 53Q: 3 clusters Score -1282693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1282692.000000 Penalty: 4637.952637
	Iteration 54Q: 3 clusters Score -1282692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1282694.125000 Penalty: 4637.952637
	Iteration 55Q: 3 clusters Score -1282694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1282693.000000 Penalty: 4637.952637
	Iteration 56Q: 3 clusters Score -1282693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1282695.875000 Penalty: 4637.952637
	Iteration 57Q: 3 clusters Score -1282696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1282695.875000 Penalty: 4637.952637
	Iteration 58F: 3 clusters Score -1282696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Entering Unmasked Estep 
Score: -11772509.000000 Penalty: 2853.785400
	Iteration 0F: 2 clusters Score -1.177251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -11705980.000000 Penalty: 5707.570801
	Iteration 0F: 3 clusters Score -1.170598e+07 nChanged 47299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -11733321.000000 Penalty: 5707.570801
	Iteration 1F: 3 clusters Score -1.173332e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -11734457.000000 Penalty: 5707.570801
	Iteration 2Q: 3 clusters Score -1.173446e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -11736125.000000 Penalty: 5707.570801
	Iteration 3Q: 3 clusters Score -1.173612e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -11738793.000000 Penalty: 5707.570801
	Iteration 4F: 3 clusters Score -1.173879e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -11742775.000000 Penalty: 5707.570801
	Iteration 5F: 3 clusters Score -1.174278e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -11747809.000000 Penalty: 5707.570801
	Iteration 6F: 3 clusters Score -1.174781e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -11753441.000000 Penalty: 5707.570801
	Iteration 7F: 3 clusters Score -1.175344e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -11758634.000000 Penalty: 5707.570801
	Iteration 8F: 3 clusters Score -1.175863e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 89585 members 
Entering Unmasked Estep 
Score: -11763061.000000 Penalty: 5707.570801
	Iteration 9F: 3 clusters Score -1.176306e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -11766172.000000 Penalty: 5707.570801
	Iteration 10Q: 3 clusters Score -1.176617e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 95646 members 
Entering Unmasked Estep 
Score: -11768147.000000 Penalty: 5707.570801
	Iteration 11Q: 3 clusters Score -1.176815e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -11769121.000000 Penalty: 5707.570801
	Iteration 12Q: 3 clusters Score -1.176912e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -11769655.000000 Penalty: 5707.570801
	Iteration 13Q: 3 clusters Score -1.176966e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -11769899.000000 Penalty: 5707.570801
	Iteration 14Q: 3 clusters Score -1.17699e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -11770070.000000 Penalty: 5707.570801
	Iteration 15Q: 3 clusters Score -1.177007e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -11770182.000000 Penalty: 5707.570801
	Iteration 16Q: 3 clusters Score -1.177018e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -11770247.000000 Penalty: 5707.570801
	Iteration 17Q: 3 clusters Score -1.177025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -11770294.000000 Penalty: 5707.570801
	Iteration 18Q: 3 clusters Score -1.177029e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 98572 members 
Entering Unmasked Estep 
Score: -11770312.000000 Penalty: 5707.570801
	Iteration 19Q: 3 clusters Score -1.177031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -11770334.000000 Penalty: 5707.570801
	Iteration 20F: 3 clusters Score -1.177033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 98609 members 
Entering Unmasked Estep 
Score: -11770326.000000 Penalty: 5707.570801
	Iteration 21Q: 3 clusters Score -1.177033e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 98620 members 
Entering Unmasked Estep 
Score: -11770327.000000 Penalty: 5707.570801
	Iteration 22Q: 3 clusters Score -1.177033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 98626 members 
Entering Unmasked Estep 
Score: -11770338.000000 Penalty: 5707.570801
	Iteration 23Q: 3 clusters Score -1.177034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -11770348.000000 Penalty: 5707.570801
	Iteration 24Q: 3 clusters Score -1.177035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -11770341.000000 Penalty: 5707.570801
	Iteration 25Q: 3 clusters Score -1.177034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -11770344.000000 Penalty: 5707.570801
	Iteration 26Q: 3 clusters Score -1.177034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -11770333.000000 Penalty: 5707.570801
	Iteration 27Q: 3 clusters Score -1.177033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -11770331.000000 Penalty: 5707.570801
	Iteration 28Q: 3 clusters Score -1.177033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -11770334.000000 Penalty: 5707.570801
	Iteration 29Q: 3 clusters Score -1.177033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 98641 members 
Entering Unmasked Estep 
Score: -11770331.000000 Penalty: 5707.570801
	Iteration 30Q: 3 clusters Score -1.177033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 98645 members 
Entering Unmasked Estep 
Score: -11770330.000000 Penalty: 5707.570801
	Iteration 31Q: 3 clusters Score -1.177033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -11770339.000000 Penalty: 5707.570801
	Iteration 32Q: 3 clusters Score -1.177034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 98649 members 
Entering Unmasked Estep 
Score: -11770343.000000 Penalty: 5707.570801
	Iteration 33Q: 3 clusters Score -1.177034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 98652 members 
Entering Unmasked Estep 
Score: -11770342.000000 Penalty: 5707.570801
	Iteration 34Q: 3 clusters Score -1.177034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -11770333.000000 Penalty: 5707.570801
	Iteration 35Q: 3 clusters Score -1.177033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -11770332.000000 Penalty: 5707.570801
	Iteration 36Q: 3 clusters Score -1.177033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -11770331.000000 Penalty: 5707.570801
	Iteration 37Q: 3 clusters Score -1.177033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -11770331.000000 Penalty: 5707.570801
	Iteration 38F: 3 clusters Score -1.177033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -443485.781250 Penalty: 2053.867432
	Iteration 0F: 2 clusters Score -443485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -439657.718750 Penalty: 4107.734863
	Iteration 0F: 3 clusters Score -439657.7 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -440606.906250 Penalty: 4107.734863
	Iteration 1F: 3 clusters Score -440606.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -440980.375000 Penalty: 4107.734863
	Iteration 2F: 3 clusters Score -440980.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -441311.437500 Penalty: 4107.734863
	Iteration 3F: 3 clusters Score -441311.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -441591.093750 Penalty: 4107.734863
	Iteration 4F: 3 clusters Score -441591.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -441840.343750 Penalty: 4107.734863
	Iteration 5F: 3 clusters Score -441840.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -442007.218750 Penalty: 4107.734863
	Iteration 6Q: 3 clusters Score -442007.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -442112.218750 Penalty: 4107.734863
	Iteration 7Q: 3 clusters Score -442112.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -442185.156250 Penalty: 4107.734863
	Iteration 8Q: 3 clusters Score -442185.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -442257.062500 Penalty: 4107.734863
	Iteration 9Q: 3 clusters Score -442257.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -442305.687500 Penalty: 4107.734863
	Iteration 10Q: 3 clusters Score -442305.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -442349.312500 Penalty: 4107.734863
	Iteration 11Q: 3 clusters Score -442349.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -442391.875000 Penalty: 4107.734863
	Iteration 12Q: 3 clusters Score -442391.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -442430.625000 Penalty: 4107.734863
	Iteration 13Q: 3 clusters Score -442430.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -442462.031250 Penalty: 4107.734863
	Iteration 14Q: 3 clusters Score -442462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -442478.000000 Penalty: 4107.734863
	Iteration 15Q: 3 clusters Score -442478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -442487.125000 Penalty: 4107.734863
	Iteration 16Q: 3 clusters Score -442487.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -442492.906250 Penalty: 4107.734863
	Iteration 17Q: 3 clusters Score -442492.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -442499.593750 Penalty: 4107.734863
	Iteration 18Q: 3 clusters Score -442499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -442503.343750 Penalty: 4107.734863
	Iteration 19Q: 3 clusters Score -442503.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -442506.781250 Penalty: 4107.734863
	Iteration 20F: 3 clusters Score -442506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -442508.937500 Penalty: 4107.734863
	Iteration 21Q: 3 clusters Score -442508.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -442512.781250 Penalty: 4107.734863
	Iteration 22Q: 3 clusters Score -442512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -442514.125000 Penalty: 4107.734863
	Iteration 23Q: 3 clusters Score -442514.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -442514.125000 Penalty: 4107.734863
	Iteration 24F: 3 clusters Score -442514.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Entering Unmasked Estep 
Score: -1129906.875000 Penalty: 2294.415283
	Iteration 0F: 2 clusters Score -1129907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1121963.625000 Penalty: 4588.830566
	Iteration 0F: 3 clusters Score -1121964 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1124579.250000 Penalty: 4588.830566
	Iteration 1F: 3 clusters Score -1124579 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1125329.000000 Penalty: 4588.830566
	Iteration 2F: 3 clusters Score -1125329 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1126038.875000 Penalty: 4588.830566
	Iteration 3F: 3 clusters Score -1126039 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1126575.000000 Penalty: 4588.830566
	Iteration 4F: 3 clusters Score -1126575 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1127005.375000 Penalty: 4588.830566
	Iteration 5F: 3 clusters Score -1127005 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1127318.750000 Penalty: 4588.830566
	Iteration 6F: 3 clusters Score -1127319 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1127565.750000 Penalty: 4588.830566
	Iteration 7Q: 3 clusters Score -1127566 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1127769.250000 Penalty: 4588.830566
	Iteration 8Q: 3 clusters Score -1127769 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1127919.375000 Penalty: 4588.830566
	Iteration 9Q: 3 clusters Score -1127919 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1128011.000000 Penalty: 4588.830566
	Iteration 10Q: 3 clusters Score -1128011 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1128069.875000 Penalty: 4588.830566
	Iteration 11Q: 3 clusters Score -1128070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1128118.125000 Penalty: 4588.830566
	Iteration 12Q: 3 clusters Score -1128118 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1128161.250000 Penalty: 4588.830566
	Iteration 13Q: 3 clusters Score -1128161 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1128190.125000 Penalty: 4588.830566
	Iteration 14Q: 3 clusters Score -1128190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1128212.125000 Penalty: 4588.830566
	Iteration 15Q: 3 clusters Score -1128212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1128227.750000 Penalty: 4588.830566
	Iteration 16Q: 3 clusters Score -1128228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1128240.375000 Penalty: 4588.830566
	Iteration 17Q: 3 clusters Score -1128240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1128248.125000 Penalty: 4588.830566
	Iteration 18Q: 3 clusters Score -1128248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1128256.500000 Penalty: 4588.830566
	Iteration 19Q: 3 clusters Score -1128256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1128261.750000 Penalty: 4588.830566
	Iteration 20F: 3 clusters Score -1128262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1128267.750000 Penalty: 4588.830566
	Iteration 21Q: 3 clusters Score -1128268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1128270.750000 Penalty: 4588.830566
	Iteration 22Q: 3 clusters Score -1128271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1128274.875000 Penalty: 4588.830566
	Iteration 23Q: 3 clusters Score -1128275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1128278.375000 Penalty: 4588.830566
	Iteration 24Q: 3 clusters Score -1128278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1128281.500000 Penalty: 4588.830566
	Iteration 25Q: 3 clusters Score -1128282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1128283.375000 Penalty: 4588.830566
	Iteration 26Q: 3 clusters Score -1128283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1128283.250000 Penalty: 4588.830566
	Iteration 27Q: 3 clusters Score -1128283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1128286.875000 Penalty: 4588.830566
	Iteration 28Q: 3 clusters Score -1128287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1128286.250000 Penalty: 4588.830566
	Iteration 29Q: 3 clusters Score -1128286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1128285.750000 Penalty: 4588.830566
	Iteration 30Q: 3 clusters Score -1128286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1128287.500000 Penalty: 4588.830566
	Iteration 31Q: 3 clusters Score -1128288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1128290.125000 Penalty: 4588.830566
	Iteration 32Q: 3 clusters Score -1128290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1128290.125000 Penalty: 4588.830566
	Iteration 33F: 3 clusters Score -1128290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63428.546875 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63428.55 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63644.902344 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63644.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63765.167969 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -63765.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63950.015625 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -63950.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64081.734375 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -64081.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64124.050781 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -64124.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64159.019531 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -64159.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64184.363281 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -64184.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64203.648438 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -64203.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64215.429688 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -64215.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64233.574219 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64233.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64241.808594 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64241.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64253.500000 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64263.011719 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -64263.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64267.167969 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -64267.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64271.003906 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -64271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64272.093750 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -64272.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64273.636719 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -64273.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -64273.636719 Penalty: 3199.433350
	Iteration 18F: 3 clusters Score -64273.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -163458.453125 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -163458.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161150.562500 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -161150.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -161555.453125 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -161555.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -161667.828125 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -161667.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -161735.656250 Penalty: 3632.292725
	Iteration 3Q: 3 clusters Score -161735.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161795.484375 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -161795.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -161851.468750 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -161851.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -161880.484375 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -161880.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -161903.562500 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -161903.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161922.312500 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -161922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161934.265625 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -161934.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -161943.625000 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -161943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161951.062500 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -161951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -161960.234375 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -161960.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -161967.796875 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -161967.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161971.328125 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -161971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -161975.796875 Penalty: 3632.292725
	Iteration 15Q: 3 clusters Score -161975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -161980.390625 Penalty: 3632.292725
	Iteration 16Q: 3 clusters Score -161980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161987.578125 Penalty: 3632.292725
	Iteration 17Q: 3 clusters Score -161987.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -161998.765625 Penalty: 3632.292725
	Iteration 18Q: 3 clusters Score -161998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -162010.437500 Penalty: 3632.292725
	Iteration 19Q: 3 clusters Score -162010.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -162022.781250 Penalty: 3632.292725
	Iteration 20F: 3 clusters Score -162022.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -162042.843750 Penalty: 3632.292725
	Iteration 21Q: 3 clusters Score -162042.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162065.531250 Penalty: 3632.292725
	Iteration 22Q: 3 clusters Score -162065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -162081.250000 Penalty: 3632.292725
	Iteration 23Q: 3 clusters Score -162081.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -162092.671875 Penalty: 3632.292725
	Iteration 24Q: 3 clusters Score -162092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -162104.093750 Penalty: 3632.292725
	Iteration 25Q: 3 clusters Score -162104.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -162116.921875 Penalty: 3632.292725
	Iteration 26Q: 3 clusters Score -162116.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -162126.234375 Penalty: 3632.292725
	Iteration 27Q: 3 clusters Score -162126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -162131.875000 Penalty: 3632.292725
	Iteration 28Q: 3 clusters Score -162131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -162141.046875 Penalty: 3632.292725
	Iteration 29Q: 3 clusters Score -162141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -162149.734375 Penalty: 3632.292725
	Iteration 30Q: 3 clusters Score -162149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162158.390625 Penalty: 3632.292725
	Iteration 31Q: 3 clusters Score -162158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162175.265625 Penalty: 3632.292725
	Iteration 32Q: 3 clusters Score -162175.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162193.125000 Penalty: 3632.292725
	Iteration 33Q: 3 clusters Score -162193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162207.906250 Penalty: 3632.292725
	Iteration 34Q: 3 clusters Score -162207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -162216.015625 Penalty: 3632.292725
	Iteration 35Q: 3 clusters Score -162216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162229.937500 Penalty: 3632.292725
	Iteration 36Q: 3 clusters Score -162229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -162241.843750 Penalty: 3632.292725
	Iteration 37Q: 3 clusters Score -162241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -162248.812500 Penalty: 3632.292725
	Iteration 38Q: 3 clusters Score -162248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -162255.531250 Penalty: 3632.292725
	Iteration 39Q: 3 clusters Score -162255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162256.187500 Penalty: 3632.292725
	Iteration 40F: 3 clusters Score -162256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162257.796875 Penalty: 3632.292725
	Iteration 41Q: 3 clusters Score -162257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162260.796875 Penalty: 3632.292725
	Iteration 42Q: 3 clusters Score -162260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -162261.828125 Penalty: 3632.292725
	Iteration 43Q: 3 clusters Score -162261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162262.109375 Penalty: 3632.292725
	Iteration 44Q: 3 clusters Score -162262.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162262.109375 Penalty: 3632.292725
	Iteration 45F: 3 clusters Score -162262.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Entering Unmasked Estep 
Score: -4972047.000000 Penalty: 2642.725830
	Iteration 0F: 2 clusters Score -4972047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4943327.500000 Penalty: 5285.451660
	Iteration 0F: 3 clusters Score -4943328 nChanged 19440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -4954124.500000 Penalty: 5285.451660
	Iteration 1F: 3 clusters Score -4954124 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -4954729.500000 Penalty: 5285.451660
	Iteration 2Q: 3 clusters Score -4954730 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4955399.000000 Penalty: 5285.451660
	Iteration 3Q: 3 clusters Score -4955399 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4956287.000000 Penalty: 5285.451660
	Iteration 4Q: 3 clusters Score -4956287 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -4957445.000000 Penalty: 5285.451660
	Iteration 5F: 3 clusters Score -4957445 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4959044.500000 Penalty: 5285.451660
	Iteration 6F: 3 clusters Score -4959044 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4961034.000000 Penalty: 5285.451660
	Iteration 7F: 3 clusters Score -4961034 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4963257.500000 Penalty: 5285.451660
	Iteration 8F: 3 clusters Score -4963258 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -4965409.000000 Penalty: 5285.451660
	Iteration 9F: 3 clusters Score -4965409 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4967079.500000 Penalty: 5285.451660
	Iteration 10Q: 3 clusters Score -4967080 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4968233.500000 Penalty: 5285.451660
	Iteration 11Q: 3 clusters Score -4968234 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4968847.000000 Penalty: 5285.451660
	Iteration 12Q: 3 clusters Score -4968847 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4969189.000000 Penalty: 5285.451660
	Iteration 13Q: 3 clusters Score -4969189 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4969375.500000 Penalty: 5285.451660
	Iteration 14Q: 3 clusters Score -4969376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4969452.500000 Penalty: 5285.451660
	Iteration 15Q: 3 clusters Score -4969452 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4969527.500000 Penalty: 5285.451660
	Iteration 16Q: 3 clusters Score -4969528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4969589.500000 Penalty: 5285.451660
	Iteration 17Q: 3 clusters Score -4969590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4969618.500000 Penalty: 5285.451660
	Iteration 18Q: 3 clusters Score -4969618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4969651.000000 Penalty: 5285.451660
	Iteration 19Q: 3 clusters Score -4969651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4969672.500000 Penalty: 5285.451660
	Iteration 20F: 3 clusters Score -4969672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4969675.500000 Penalty: 5285.451660
	Iteration 21Q: 3 clusters Score -4969676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4969691.000000 Penalty: 5285.451660
	Iteration 22Q: 3 clusters Score -4969691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4969704.500000 Penalty: 5285.451660
	Iteration 23Q: 3 clusters Score -4969704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4969704.000000 Penalty: 5285.451660
	Iteration 24Q: 3 clusters Score -4969704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4969710.500000 Penalty: 5285.451660
	Iteration 25Q: 3 clusters Score -4969710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4969726.000000 Penalty: 5285.451660
	Iteration 26Q: 3 clusters Score -4969726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4969733.000000 Penalty: 5285.451660
	Iteration 27Q: 3 clusters Score -4969733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4969744.000000 Penalty: 5285.451660
	Iteration 28Q: 3 clusters Score -4969744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4969753.000000 Penalty: 5285.451660
	Iteration 29Q: 3 clusters Score -4969753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4969763.000000 Penalty: 5285.451660
	Iteration 30Q: 3 clusters Score -4969763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4969764.500000 Penalty: 5285.451660
	Iteration 31Q: 3 clusters Score -4969764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4969767.500000 Penalty: 5285.451660
	Iteration 32Q: 3 clusters Score -4969768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4969770.500000 Penalty: 5285.451660
	Iteration 33Q: 3 clusters Score -4969770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4969770.500000 Penalty: 5285.451660
	Iteration 34Q: 3 clusters Score -4969770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4969774.500000 Penalty: 5285.451660
	Iteration 35Q: 3 clusters Score -4969774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4969775.000000 Penalty: 5285.451660
	Iteration 36Q: 3 clusters Score -4969775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4969777.000000 Penalty: 5285.451660
	Iteration 37Q: 3 clusters Score -4969777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4969776.500000 Penalty: 5285.451660
	Iteration 38Q: 3 clusters Score -4969776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4969778.500000 Penalty: 5285.451660
	Iteration 39Q: 3 clusters Score -4969778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4969780.500000 Penalty: 5285.451660
	Iteration 40F: 3 clusters Score -4969780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4969782.000000 Penalty: 5285.451660
	Iteration 41Q: 3 clusters Score -4969782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4969781.500000 Penalty: 5285.451660
	Iteration 42Q: 3 clusters Score -4969782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4969784.500000 Penalty: 5285.451660
	Iteration 43Q: 3 clusters Score -4969784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4969789.500000 Penalty: 5285.451660
	Iteration 44Q: 3 clusters Score -4969790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4969793.500000 Penalty: 5285.451660
	Iteration 45Q: 3 clusters Score -4969794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4969792.000000 Penalty: 5285.451660
	Iteration 46Q: 3 clusters Score -4969792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4969792.000000 Penalty: 5285.451660
	Iteration 47F: 3 clusters Score -4969792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Entering Unmasked Estep 
Score: -2555247.250000 Penalty: 2485.187012
	Iteration 0F: 2 clusters Score -2555247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2539564.750000 Penalty: 4970.374023
	Iteration 0F: 3 clusters Score -2539565 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2545058.000000 Penalty: 4970.374023
	Iteration 1F: 3 clusters Score -2545058 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2545602.500000 Penalty: 4970.374023
	Iteration 2F: 3 clusters Score -2545602 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2546143.500000 Penalty: 4970.374023
	Iteration 3F: 3 clusters Score -2546144 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2546673.750000 Penalty: 4970.374023
	Iteration 4Q: 3 clusters Score -2546674 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2547213.250000 Penalty: 4970.374023
	Iteration 5Q: 3 clusters Score -2547213 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2547769.000000 Penalty: 4970.374023
	Iteration 6Q: 3 clusters Score -2547769 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2548361.250000 Penalty: 4970.374023
	Iteration 7Q: 3 clusters Score -2548361 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2548921.750000 Penalty: 4970.374023
	Iteration 8Q: 3 clusters Score -2548922 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2549433.250000 Penalty: 4970.374023
	Iteration 9Q: 3 clusters Score -2549433 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2549911.000000 Penalty: 4970.374023
	Iteration 10Q: 3 clusters Score -2549911 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2550342.500000 Penalty: 4970.374023
	Iteration 11Q: 3 clusters Score -2550342 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2550713.750000 Penalty: 4970.374023
	Iteration 12Q: 3 clusters Score -2550714 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2551050.250000 Penalty: 4970.374023
	Iteration 13Q: 3 clusters Score -2551050 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2551332.250000 Penalty: 4970.374023
	Iteration 14Q: 3 clusters Score -2551332 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2551586.250000 Penalty: 4970.374023
	Iteration 15Q: 3 clusters Score -2551586 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2551809.750000 Penalty: 4970.374023
	Iteration 16Q: 3 clusters Score -2551810 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2551999.000000 Penalty: 4970.374023
	Iteration 17Q: 3 clusters Score -2551999 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2552141.750000 Penalty: 4970.374023
	Iteration 18Q: 3 clusters Score -2552142 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2552270.750000 Penalty: 4970.374023
	Iteration 19Q: 3 clusters Score -2552271 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2552393.000000 Penalty: 4970.374023
	Iteration 20F: 3 clusters Score -2552393 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2552527.250000 Penalty: 4970.374023
	Iteration 21Q: 3 clusters Score -2552527 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2552614.250000 Penalty: 4970.374023
	Iteration 22Q: 3 clusters Score -2552614 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2552699.250000 Penalty: 4970.374023
	Iteration 23Q: 3 clusters Score -2552699 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2552779.750000 Penalty: 4970.374023
	Iteration 24Q: 3 clusters Score -2552780 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2552834.250000 Penalty: 4970.374023
	Iteration 25Q: 3 clusters Score -2552834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2552891.500000 Penalty: 4970.374023
	Iteration 26Q: 3 clusters Score -2552892 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2552941.750000 Penalty: 4970.374023
	Iteration 27Q: 3 clusters Score -2552942 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2552970.250000 Penalty: 4970.374023
	Iteration 28Q: 3 clusters Score -2552970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2552997.250000 Penalty: 4970.374023
	Iteration 29Q: 3 clusters Score -2552997 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2553035.250000 Penalty: 4970.374023
	Iteration 30Q: 3 clusters Score -2553035 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2553042.000000 Penalty: 4970.374023
	Iteration 31Q: 3 clusters Score -2553042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2553055.000000 Penalty: 4970.374023
	Iteration 32Q: 3 clusters Score -2553055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2553068.750000 Penalty: 4970.374023
	Iteration 33Q: 3 clusters Score -2553069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2553084.000000 Penalty: 4970.374023
	Iteration 34Q: 3 clusters Score -2553084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2553091.500000 Penalty: 4970.374023
	Iteration 35Q: 3 clusters Score -2553092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2553092.500000 Penalty: 4970.374023
	Iteration 36Q: 3 clusters Score -2553092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2553094.750000 Penalty: 4970.374023
	Iteration 37Q: 3 clusters Score -2553095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2553098.750000 Penalty: 4970.374023
	Iteration 38Q: 3 clusters Score -2553099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2553106.500000 Penalty: 4970.374023
	Iteration 39Q: 3 clusters Score -2553106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2553103.750000 Penalty: 4970.374023
	Iteration 40F: 3 clusters Score -2553104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2553106.000000 Penalty: 4970.374023
	Iteration 41Q: 3 clusters Score -2553106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2553110.750000 Penalty: 4970.374023
	Iteration 42Q: 3 clusters Score -2553111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2553108.500000 Penalty: 4970.374023
	Iteration 43Q: 3 clusters Score -2553108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2553106.250000 Penalty: 4970.374023
	Iteration 44Q: 3 clusters Score -2553106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2553107.000000 Penalty: 4970.374023
	Iteration 45Q: 3 clusters Score -2553107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2553107.750000 Penalty: 4970.374023
	Iteration 46Q: 3 clusters Score -2553108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2553107.000000 Penalty: 4970.374023
	Iteration 47Q: 3 clusters Score -2553107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2553106.000000 Penalty: 4970.374023
	Iteration 48Q: 3 clusters Score -2553106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2553102.250000 Penalty: 4970.374023
	Iteration 49Q: 3 clusters Score -2553102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2553107.750000 Penalty: 4970.374023
	Iteration 50Q: 3 clusters Score -2553108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2553113.000000 Penalty: 4970.374023
	Iteration 51Q: 3 clusters Score -2553113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2553114.750000 Penalty: 4970.374023
	Iteration 52Q: 3 clusters Score -2553115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2553117.500000 Penalty: 4970.374023
	Iteration 53Q: 3 clusters Score -2553118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2553117.250000 Penalty: 4970.374023
	Iteration 54Q: 3 clusters Score -2553117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2553117.500000 Penalty: 4970.374023
	Iteration 55Q: 3 clusters Score -2553118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2553116.000000 Penalty: 4970.374023
	Iteration 56Q: 3 clusters Score -2553116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2553119.500000 Penalty: 4970.374023
	Iteration 57Q: 3 clusters Score -2553120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2553118.750000 Penalty: 4970.374023
	Iteration 58Q: 3 clusters Score -2553119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2553119.000000 Penalty: 4970.374023
	Iteration 59Q: 3 clusters Score -2553119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2553115.750000 Penalty: 4970.374023
	Iteration 60F: 3 clusters Score -2553116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2553113.500000 Penalty: 4970.374023
	Iteration 61Q: 3 clusters Score -2553114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2553114.750000 Penalty: 4970.374023
	Iteration 62Q: 3 clusters Score -2553115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2553114.750000 Penalty: 4970.374023
	Iteration 63F: 3 clusters Score -2553115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Entering Unmasked Estep 
Score: -2562790.250000 Penalty: 2485.473389
	Iteration 0F: 2 clusters Score -2562790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -2547116.750000 Penalty: 4970.946777
	Iteration 0F: 3 clusters Score -2547117 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2552398.000000 Penalty: 4970.946777
	Iteration 1F: 3 clusters Score -2552398 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2552963.000000 Penalty: 4970.946777
	Iteration 2F: 3 clusters Score -2552963 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2553682.000000 Penalty: 4970.946777
	Iteration 3F: 3 clusters Score -2553682 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2554416.000000 Penalty: 4970.946777
	Iteration 4F: 3 clusters Score -2554416 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2555310.000000 Penalty: 4970.946777
	Iteration 5F: 3 clusters Score -2555310 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2556309.500000 Penalty: 4970.946777
	Iteration 6F: 3 clusters Score -2556310 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2557375.750000 Penalty: 4970.946777
	Iteration 7F: 3 clusters Score -2557376 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2558297.500000 Penalty: 4970.946777
	Iteration 8F: 3 clusters Score -2558298 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2559036.250000 Penalty: 4970.946777
	Iteration 9Q: 3 clusters Score -2559036 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2559599.250000 Penalty: 4970.946777
	Iteration 10Q: 3 clusters Score -2559599 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2559954.750000 Penalty: 4970.946777
	Iteration 11Q: 3 clusters Score -2559955 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2560163.000000 Penalty: 4970.946777
	Iteration 12Q: 3 clusters Score -2560163 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2560284.750000 Penalty: 4970.946777
	Iteration 13Q: 3 clusters Score -2560285 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2560381.750000 Penalty: 4970.946777
	Iteration 14Q: 3 clusters Score -2560382 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2560466.250000 Penalty: 4970.946777
	Iteration 15Q: 3 clusters Score -2560466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2560528.500000 Penalty: 4970.946777
	Iteration 16Q: 3 clusters Score -2560528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2560557.500000 Penalty: 4970.946777
	Iteration 17Q: 3 clusters Score -2560558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2560584.500000 Penalty: 4970.946777
	Iteration 18Q: 3 clusters Score -2560584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2560602.250000 Penalty: 4970.946777
	Iteration 19Q: 3 clusters Score -2560602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2560616.500000 Penalty: 4970.946777
	Iteration 20F: 3 clusters Score -2560616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2560642.750000 Penalty: 4970.946777
	Iteration 21Q: 3 clusters Score -2560643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2560657.750000 Penalty: 4970.946777
	Iteration 22Q: 3 clusters Score -2560658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2560667.250000 Penalty: 4970.946777
	Iteration 23Q: 3 clusters Score -2560667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2560672.500000 Penalty: 4970.946777
	Iteration 24Q: 3 clusters Score -2560672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2560673.000000 Penalty: 4970.946777
	Iteration 25Q: 3 clusters Score -2560673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2560681.000000 Penalty: 4970.946777
	Iteration 26Q: 3 clusters Score -2560681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2560688.500000 Penalty: 4970.946777
	Iteration 27Q: 3 clusters Score -2560688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2560693.500000 Penalty: 4970.946777
	Iteration 28Q: 3 clusters Score -2560694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2560696.250000 Penalty: 4970.946777
	Iteration 29Q: 3 clusters Score -2560696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2560695.500000 Penalty: 4970.946777
	Iteration 30Q: 3 clusters Score -2560696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2560695.500000 Penalty: 4970.946777
	Iteration 31F: 3 clusters Score -2560696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21840.871094 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21840.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22032.316406 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -22032.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22102.943359 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -22102.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22136.896484 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -22136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22171.544922 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -22171.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22204.765625 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -22204.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22208.248047 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -22208.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22208.248047 Penalty: 2746.517822
	Iteration 7F: 3 clusters Score -22208.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (57360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Entering Unmasked Estep 
Score: -6689480.000000 Penalty: 2717.361572
	Iteration 0F: 2 clusters Score -6689480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -6650875.500000 Penalty: 5434.723145
	Iteration 0F: 3 clusters Score -6650876 nChanged 26609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -6665874.500000 Penalty: 5434.723145
	Iteration 1F: 3 clusters Score -6665874 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -6666522.000000 Penalty: 5434.723145
	Iteration 2Q: 3 clusters Score -6666522 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -6667184.000000 Penalty: 5434.723145
	Iteration 3Q: 3 clusters Score -6667184 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -6667804.000000 Penalty: 5434.723145
	Iteration 4Q: 3 clusters Score -6667804 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6668459.500000 Penalty: 5434.723145
	Iteration 5Q: 3 clusters Score -6668460 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -6669160.500000 Penalty: 5434.723145
	Iteration 6Q: 3 clusters Score -6669160 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -6669798.500000 Penalty: 5434.723145
	Iteration 7Q: 3 clusters Score -6669798 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -6670508.000000 Penalty: 5434.723145
	Iteration 8Q: 3 clusters Score -6670508 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -6671200.000000 Penalty: 5434.723145
	Iteration 9Q: 3 clusters Score -6671200 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6672025.000000 Penalty: 5434.723145
	Iteration 10Q: 3 clusters Score -6672025 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -6672847.000000 Penalty: 5434.723145
	Iteration 11Q: 3 clusters Score -6672847 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6673763.500000 Penalty: 5434.723145
	Iteration 12Q: 3 clusters Score -6673764 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -6674896.000000 Penalty: 5434.723145
	Iteration 13Q: 3 clusters Score -6674896 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -6676194.000000 Penalty: 5434.723145
	Iteration 14Q: 3 clusters Score -6676194 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -6677845.000000 Penalty: 5434.723145
	Iteration 15Q: 3 clusters Score -6677845 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -6679686.000000 Penalty: 5434.723145
	Iteration 16Q: 3 clusters Score -6679686 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -6681579.500000 Penalty: 5434.723145
	Iteration 17Q: 3 clusters Score -6681580 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -6683419.500000 Penalty: 5434.723145
	Iteration 18Q: 3 clusters Score -6683420 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -6684842.500000 Penalty: 5434.723145
	Iteration 19Q: 3 clusters Score -6684842 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -6685806.500000 Penalty: 5434.723145
	Iteration 20F: 3 clusters Score -6685806 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6686346.000000 Penalty: 5434.723145
	Iteration 21Q: 3 clusters Score -6686346 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -6686624.500000 Penalty: 5434.723145
	Iteration 22Q: 3 clusters Score -6686624 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6686778.000000 Penalty: 5434.723145
	Iteration 23Q: 3 clusters Score -6686778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -6686889.500000 Penalty: 5434.723145
	Iteration 24Q: 3 clusters Score -6686890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -6686966.000000 Penalty: 5434.723145
	Iteration 25Q: 3 clusters Score -6686966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -6687016.500000 Penalty: 5434.723145
	Iteration 26Q: 3 clusters Score -6687016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -6687040.500000 Penalty: 5434.723145
	Iteration 27Q: 3 clusters Score -6687040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -6687047.000000 Penalty: 5434.723145
	Iteration 28Q: 3 clusters Score -6687047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -6687057.500000 Penalty: 5434.723145
	Iteration 29Q: 3 clusters Score -6687058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -6687072.000000 Penalty: 5434.723145
	Iteration 30Q: 3 clusters Score -6687072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -6687088.000000 Penalty: 5434.723145
	Iteration 31Q: 3 clusters Score -6687088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -6687105.000000 Penalty: 5434.723145
	Iteration 32Q: 3 clusters Score -6687105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -6687112.000000 Penalty: 5434.723145
	Iteration 33Q: 3 clusters Score -6687112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -6687123.000000 Penalty: 5434.723145
	Iteration 34Q: 3 clusters Score -6687123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -6687133.000000 Penalty: 5434.723145
	Iteration 35Q: 3 clusters Score -6687133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -6687143.500000 Penalty: 5434.723145
	Iteration 36Q: 3 clusters Score -6687144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -6687150.000000 Penalty: 5434.723145
	Iteration 37Q: 3 clusters Score -6687150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -6687157.000000 Penalty: 5434.723145
	Iteration 38Q: 3 clusters Score -6687157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -6687163.500000 Penalty: 5434.723145
	Iteration 39Q: 3 clusters Score -6687164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -6687163.500000 Penalty: 5434.723145
	Iteration 40F: 3 clusters Score -6687164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Entering Unmasked Estep 
Score: -1930360.375000 Penalty: 2404.875244
	Iteration 0F: 2 clusters Score -1930360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1918812.375000 Penalty: 4809.750488
	Iteration 0F: 3 clusters Score -1918812 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1922575.125000 Penalty: 4809.750488
	Iteration 1F: 3 clusters Score -1922575 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1922887.875000 Penalty: 4809.750488
	Iteration 2F: 3 clusters Score -1922888 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1923140.500000 Penalty: 4809.750488
	Iteration 3Q: 3 clusters Score -1923140 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1923339.875000 Penalty: 4809.750488
	Iteration 4Q: 3 clusters Score -1923340 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1923565.125000 Penalty: 4809.750488
	Iteration 5Q: 3 clusters Score -1923565 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1923830.875000 Penalty: 4809.750488
	Iteration 6Q: 3 clusters Score -1923831 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1924229.500000 Penalty: 4809.750488
	Iteration 7Q: 3 clusters Score -1924230 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1924730.750000 Penalty: 4809.750488
	Iteration 8F: 3 clusters Score -1924731 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1925372.500000 Penalty: 4809.750488
	Iteration 9F: 3 clusters Score -1925372 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1926081.375000 Penalty: 4809.750488
	Iteration 10F: 3 clusters Score -1926081 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1926786.500000 Penalty: 4809.750488
	Iteration 11F: 3 clusters Score -1926786 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1927342.500000 Penalty: 4809.750488
	Iteration 12Q: 3 clusters Score -1927342 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1927731.250000 Penalty: 4809.750488
	Iteration 13Q: 3 clusters Score -1927731 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1927958.750000 Penalty: 4809.750488
	Iteration 14Q: 3 clusters Score -1927959 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1928092.875000 Penalty: 4809.750488
	Iteration 15Q: 3 clusters Score -1928093 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1928183.625000 Penalty: 4809.750488
	Iteration 16Q: 3 clusters Score -1928184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1928250.375000 Penalty: 4809.750488
	Iteration 17Q: 3 clusters Score -1928250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1928299.625000 Penalty: 4809.750488
	Iteration 18Q: 3 clusters Score -1928300 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1928332.625000 Penalty: 4809.750488
	Iteration 19Q: 3 clusters Score -1928333 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1928352.875000 Penalty: 4809.750488
	Iteration 20F: 3 clusters Score -1928353 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1928365.625000 Penalty: 4809.750488
	Iteration 21Q: 3 clusters Score -1928366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1928384.375000 Penalty: 4809.750488
	Iteration 22Q: 3 clusters Score -1928384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1928393.375000 Penalty: 4809.750488
	Iteration 23Q: 3 clusters Score -1928393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1928410.375000 Penalty: 4809.750488
	Iteration 24Q: 3 clusters Score -1928410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1928421.125000 Penalty: 4809.750488
	Iteration 25Q: 3 clusters Score -1928421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1928434.875000 Penalty: 4809.750488
	Iteration 26Q: 3 clusters Score -1928435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1928447.000000 Penalty: 4809.750488
	Iteration 27Q: 3 clusters Score -1928447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1928460.125000 Penalty: 4809.750488
	Iteration 28Q: 3 clusters Score -1928460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1928468.000000 Penalty: 4809.750488
	Iteration 29Q: 3 clusters Score -1928468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -1928478.875000 Penalty: 4809.750488
	Iteration 30Q: 3 clusters Score -1928479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1928491.250000 Penalty: 4809.750488
	Iteration 31Q: 3 clusters Score -1928491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1928502.125000 Penalty: 4809.750488
	Iteration 32Q: 3 clusters Score -1928502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1928510.500000 Penalty: 4809.750488
	Iteration 33Q: 3 clusters Score -1928510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1928520.875000 Penalty: 4809.750488
	Iteration 34Q: 3 clusters Score -1928521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1928530.625000 Penalty: 4809.750488
	Iteration 35Q: 3 clusters Score -1928531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1928532.125000 Penalty: 4809.750488
	Iteration 36Q: 3 clusters Score -1928532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1928539.875000 Penalty: 4809.750488
	Iteration 37Q: 3 clusters Score -1928540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1928549.375000 Penalty: 4809.750488
	Iteration 38Q: 3 clusters Score -1928549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1928556.375000 Penalty: 4809.750488
	Iteration 39Q: 3 clusters Score -1928556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1928564.750000 Penalty: 4809.750488
	Iteration 40F: 3 clusters Score -1928565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1928569.375000 Penalty: 4809.750488
	Iteration 41Q: 3 clusters Score -1928569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1928574.625000 Penalty: 4809.750488
	Iteration 42Q: 3 clusters Score -1928575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1928577.125000 Penalty: 4809.750488
	Iteration 43Q: 3 clusters Score -1928577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1928582.375000 Penalty: 4809.750488
	Iteration 44Q: 3 clusters Score -1928582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1928584.000000 Penalty: 4809.750488
	Iteration 45Q: 3 clusters Score -1928584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1928583.875000 Penalty: 4809.750488
	Iteration 46Q: 3 clusters Score -1928584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1928585.500000 Penalty: 4809.750488
	Iteration 47Q: 3 clusters Score -1928586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1928592.250000 Penalty: 4809.750488
	Iteration 48Q: 3 clusters Score -1928592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1928596.625000 Penalty: 4809.750488
	Iteration 49Q: 3 clusters Score -1928597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1928603.000000 Penalty: 4809.750488
	Iteration 50Q: 3 clusters Score -1928603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1928609.000000 Penalty: 4809.750488
	Iteration 51Q: 3 clusters Score -1928609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -1928611.250000 Penalty: 4809.750488
	Iteration 52Q: 3 clusters Score -1928611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1928611.375000 Penalty: 4809.750488
	Iteration 53Q: 3 clusters Score -1928611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1928615.125000 Penalty: 4809.750488
	Iteration 54Q: 3 clusters Score -1928615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1928613.875000 Penalty: 4809.750488
	Iteration 55Q: 3 clusters Score -1928614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1928619.875000 Penalty: 4809.750488
	Iteration 56Q: 3 clusters Score -1928620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1928627.250000 Penalty: 4809.750488
	Iteration 57Q: 3 clusters Score -1928627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1928625.000000 Penalty: 4809.750488
	Iteration 58Q: 3 clusters Score -1928625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1928622.625000 Penalty: 4809.750488
	Iteration 59Q: 3 clusters Score -1928623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1928626.500000 Penalty: 4809.750488
	Iteration 60F: 3 clusters Score -1928626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1928629.500000 Penalty: 4809.750488
	Iteration 61Q: 3 clusters Score -1928630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1928634.750000 Penalty: 4809.750488
	Iteration 62Q: 3 clusters Score -1928635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1928635.125000 Penalty: 4809.750488
	Iteration 63Q: 3 clusters Score -1928635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1928633.875000 Penalty: 4809.750488
	Iteration 64Q: 3 clusters Score -1928634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1928635.875000 Penalty: 4809.750488
	Iteration 65Q: 3 clusters Score -1928636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1928637.250000 Penalty: 4809.750488
	Iteration 66Q: 3 clusters Score -1928637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1928636.125000 Penalty: 4809.750488
	Iteration 67Q: 3 clusters Score -1928636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1928638.375000 Penalty: 4809.750488
	Iteration 68Q: 3 clusters Score -1928638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1928638.625000 Penalty: 4809.750488
	Iteration 69Q: 3 clusters Score -1928639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1928639.875000 Penalty: 4809.750488
	Iteration 70Q: 3 clusters Score -1928640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1928639.000000 Penalty: 4809.750488
	Iteration 71Q: 3 clusters Score -1928639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1928640.500000 Penalty: 4809.750488
	Iteration 72Q: 3 clusters Score -1928640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1928637.500000 Penalty: 4809.750488
	Iteration 73Q: 3 clusters Score -1928638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1928638.625000 Penalty: 4809.750488
	Iteration 74Q: 3 clusters Score -1928639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1928639.750000 Penalty: 4809.750488
	Iteration 75Q: 3 clusters Score -1928640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -1928639.750000 Penalty: 4809.750488
	Iteration 76F: 3 clusters Score -1928640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83794.960938 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83794.96 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84082.492188 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -84082.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84181.789062 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84181.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84226.234375 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -84226.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84246.296875 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -84246.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84257.820312 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84257.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84268.679688 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84268.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -84286.007812 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -84286.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84299.726562 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -84299.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84313.929688 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -84313.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84334.640625 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -84334.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -84355.179688 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -84355.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84387.242188 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -84387.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84420.585938 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -84420.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84439.125000 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -84439.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84460.578125 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -84460.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84472.929688 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -84472.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84481.492188 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -84481.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84496.695312 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -84496.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84511.296875 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -84511.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84540.523438 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -84540.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84597.171875 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -84597.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84642.664062 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -84642.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84706.875000 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -84706.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84829.921875 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -84829.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84985.984375 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -84985.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85468.351562 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -85468.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85925.703125 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -85925.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86100.070312 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -86100.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86140.281250 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -86140.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86190.328125 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -86190.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86249.093750 Penalty: 3344.468994
	Iteration 31Q: 3 clusters Score -86249.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86304.421875 Penalty: 3344.468994
	Iteration 32Q: 3 clusters Score -86304.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86366.187500 Penalty: 3344.468994
	Iteration 33Q: 3 clusters Score -86366.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86448.710938 Penalty: 3344.468994
	Iteration 34Q: 3 clusters Score -86448.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86489.382812 Penalty: 3344.468994
	Iteration 35Q: 3 clusters Score -86489.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86535.617188 Penalty: 3344.468994
	Iteration 36Q: 3 clusters Score -86535.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86548.187500 Penalty: 3344.468994
	Iteration 37Q: 3 clusters Score -86548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86548.187500 Penalty: 3344.468994
	Iteration 38F: 3 clusters Score -86548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243797 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99429 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 507 members 
Mstep: Class 44 contains 36508 members 
Mstep: Class 45 contains 341 members 
Entering Unmasked Estep 
Score: -225987376.000000 Penalty: 161989.984375
Splitting cluster 43 changes total score from -225988016.000000 to -225987376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (36508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Entering Unmasked Estep 
Score: -3839835.250000 Penalty: 2605.311279
	Iteration 0F: 2 clusters Score -3839835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -3815150.000000 Penalty: 5210.622559
	Iteration 0F: 3 clusters Score -3815150 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3825013.750000 Penalty: 5210.622559
	Iteration 1F: 3 clusters Score -3825014 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3826042.000000 Penalty: 5210.622559
	Iteration 2F: 3 clusters Score -3826042 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3827192.500000 Penalty: 5210.622559
	Iteration 3F: 3 clusters Score -3827192 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3828279.000000 Penalty: 5210.622559
	Iteration 4F: 3 clusters Score -3828279 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -3829236.750000 Penalty: 5210.622559
	Iteration 5F: 3 clusters Score -3829237 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3830127.500000 Penalty: 5210.622559
	Iteration 6F: 3 clusters Score -3830128 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -3830895.500000 Penalty: 5210.622559
	Iteration 7Q: 3 clusters Score -3830896 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -3831698.000000 Penalty: 5210.622559
	Iteration 8Q: 3 clusters Score -3831698 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3832502.250000 Penalty: 5210.622559
	Iteration 9Q: 3 clusters Score -3832502 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3833216.000000 Penalty: 5210.622559
	Iteration 10Q: 3 clusters Score -3833216 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -3833902.750000 Penalty: 5210.622559
	Iteration 11Q: 3 clusters Score -3833903 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3834585.500000 Penalty: 5210.622559
	Iteration 12Q: 3 clusters Score -3834586 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -3835233.500000 Penalty: 5210.622559
	Iteration 13Q: 3 clusters Score -3835234 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -3835867.250000 Penalty: 5210.622559
	Iteration 14Q: 3 clusters Score -3835867 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3836453.000000 Penalty: 5210.622559
	Iteration 15Q: 3 clusters Score -3836453 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3836963.750000 Penalty: 5210.622559
	Iteration 16Q: 3 clusters Score -3836964 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -3837376.250000 Penalty: 5210.622559
	Iteration 17Q: 3 clusters Score -3837376 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -3837679.750000 Penalty: 5210.622559
	Iteration 18Q: 3 clusters Score -3837680 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -3837892.000000 Penalty: 5210.622559
	Iteration 19Q: 3 clusters Score -3837892 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -3838035.750000 Penalty: 5210.622559
	Iteration 20F: 3 clusters Score -3838036 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -3838127.750000 Penalty: 5210.622559
	Iteration 21Q: 3 clusters Score -3838128 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -3838178.250000 Penalty: 5210.622559
	Iteration 22Q: 3 clusters Score -3838178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3838225.750000 Penalty: 5210.622559
	Iteration 23Q: 3 clusters Score -3838226 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -3838266.500000 Penalty: 5210.622559
	Iteration 24Q: 3 clusters Score -3838266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -3838298.750000 Penalty: 5210.622559
	Iteration 25Q: 3 clusters Score -3838299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -3838334.000000 Penalty: 5210.622559
	Iteration 26Q: 3 clusters Score -3838334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -3838375.500000 Penalty: 5210.622559
	Iteration 27Q: 3 clusters Score -3838376 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -3838415.000000 Penalty: 5210.622559
	Iteration 28Q: 3 clusters Score -3838415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -3838438.750000 Penalty: 5210.622559
	Iteration 29Q: 3 clusters Score -3838439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3838470.250000 Penalty: 5210.622559
	Iteration 30Q: 3 clusters Score -3838470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -3838489.000000 Penalty: 5210.622559
	Iteration 31Q: 3 clusters Score -3838489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -3838496.000000 Penalty: 5210.622559
	Iteration 32Q: 3 clusters Score -3838496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3838510.750000 Penalty: 5210.622559
	Iteration 33Q: 3 clusters Score -3838511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3838525.750000 Penalty: 5210.622559
	Iteration 34Q: 3 clusters Score -3838526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -3838530.250000 Penalty: 5210.622559
	Iteration 35Q: 3 clusters Score -3838530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -3838543.500000 Penalty: 5210.622559
	Iteration 36Q: 3 clusters Score -3838544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -3838542.500000 Penalty: 5210.622559
	Iteration 37Q: 3 clusters Score -3838542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -3838547.000000 Penalty: 5210.622559
	Iteration 38Q: 3 clusters Score -3838547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -3838552.750000 Penalty: 5210.622559
	Iteration 39Q: 3 clusters Score -3838553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -3838559.750000 Penalty: 5210.622559
	Iteration 40F: 3 clusters Score -3838560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -3838563.750000 Penalty: 5210.622559
	Iteration 41Q: 3 clusters Score -3838564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -3838566.000000 Penalty: 5210.622559
	Iteration 42Q: 3 clusters Score -3838566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -3838577.250000 Penalty: 5210.622559
	Iteration 43Q: 3 clusters Score -3838577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -3838585.000000 Penalty: 5210.622559
	Iteration 44Q: 3 clusters Score -3838585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -3838593.250000 Penalty: 5210.622559
	Iteration 45Q: 3 clusters Score -3838593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -3838597.500000 Penalty: 5210.622559
	Iteration 46Q: 3 clusters Score -3838598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -3838595.250000 Penalty: 5210.622559
	Iteration 47Q: 3 clusters Score -3838595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -3838597.500000 Penalty: 5210.622559
	Iteration 48Q: 3 clusters Score -3838598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -3838597.000000 Penalty: 5210.622559
	Iteration 49Q: 3 clusters Score -3838597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -3838596.250000 Penalty: 5210.622559
	Iteration 50Q: 3 clusters Score -3838596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -3838599.500000 Penalty: 5210.622559
	Iteration 51Q: 3 clusters Score -3838600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -3838601.000000 Penalty: 5210.622559
	Iteration 52Q: 3 clusters Score -3838601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -3838601.000000 Penalty: 5210.622559
	Iteration 53F: 3 clusters Score -3838601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243797 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99429 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 439Q: 45 clusters Score -2.25988e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243797 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99429 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225988000.000000 Penalty: 158390.203125
Iteration 440F: 45 clusters Score -2.25988e+08 nChanged 0
Entering ConstructFrom: 
Score: -225988000.000000 Penalty: 158390.203125
Entering ConstructFrom: 
Trying to split cluster 1 (33566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Entering Unmasked Estep 
Score: -3928638.250000 Penalty: 2584.474609
	Iteration 0F: 2 clusters Score -3928638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3905769.500000 Penalty: 5168.949219
	Iteration 0F: 3 clusters Score -3905770 nChanged 15238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3914174.750000 Penalty: 5168.949219
	Iteration 1F: 3 clusters Score -3914175 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3915043.750000 Penalty: 5168.949219
	Iteration 2F: 3 clusters Score -3915044 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3916344.250000 Penalty: 5168.949219
	Iteration 3F: 3 clusters Score -3916344 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3918008.500000 Penalty: 5168.949219
	Iteration 4F: 3 clusters Score -3918008 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3919836.250000 Penalty: 5168.949219
	Iteration 5F: 3 clusters Score -3919836 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3921403.500000 Penalty: 5168.949219
	Iteration 6F: 3 clusters Score -3921404 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3922610.500000 Penalty: 5168.949219
	Iteration 7F: 3 clusters Score -3922610 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -3923501.750000 Penalty: 5168.949219
	Iteration 8Q: 3 clusters Score -3923502 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3924158.000000 Penalty: 5168.949219
	Iteration 9Q: 3 clusters Score -3924158 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3924677.250000 Penalty: 5168.949219
	Iteration 10Q: 3 clusters Score -3924677 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3925065.750000 Penalty: 5168.949219
	Iteration 11Q: 3 clusters Score -3925066 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3925381.250000 Penalty: 5168.949219
	Iteration 12Q: 3 clusters Score -3925381 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3925676.750000 Penalty: 5168.949219
	Iteration 13Q: 3 clusters Score -3925677 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3925884.000000 Penalty: 5168.949219
	Iteration 14Q: 3 clusters Score -3925884 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3926038.250000 Penalty: 5168.949219
	Iteration 15Q: 3 clusters Score -3926038 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3926142.000000 Penalty: 5168.949219
	Iteration 16Q: 3 clusters Score -3926142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3926227.500000 Penalty: 5168.949219
	Iteration 17Q: 3 clusters Score -3926228 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3926302.000000 Penalty: 5168.949219
	Iteration 18Q: 3 clusters Score -3926302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3926363.250000 Penalty: 5168.949219
	Iteration 19Q: 3 clusters Score -3926363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3926402.000000 Penalty: 5168.949219
	Iteration 20F: 3 clusters Score -3926402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3926430.250000 Penalty: 5168.949219
	Iteration 21Q: 3 clusters Score -3926430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3926462.750000 Penalty: 5168.949219
	Iteration 22Q: 3 clusters Score -3926463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3926486.750000 Penalty: 5168.949219
	Iteration 23Q: 3 clusters Score -3926487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3926504.000000 Penalty: 5168.949219
	Iteration 24Q: 3 clusters Score -3926504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3926521.250000 Penalty: 5168.949219
	Iteration 25Q: 3 clusters Score -3926521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3926536.500000 Penalty: 5168.949219
	Iteration 26Q: 3 clusters Score -3926536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3926551.500000 Penalty: 5168.949219
	Iteration 27Q: 3 clusters Score -3926552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3926553.500000 Penalty: 5168.949219
	Iteration 28Q: 3 clusters Score -3926554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3926559.000000 Penalty: 5168.949219
	Iteration 29Q: 3 clusters Score -3926559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3926561.000000 Penalty: 5168.949219
	Iteration 30Q: 3 clusters Score -3926561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3926567.000000 Penalty: 5168.949219
	Iteration 31Q: 3 clusters Score -3926567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3926564.500000 Penalty: 5168.949219
	Iteration 32Q: 3 clusters Score -3926564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3926570.750000 Penalty: 5168.949219
	Iteration 33Q: 3 clusters Score -3926571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3926570.750000 Penalty: 5168.949219
	Iteration 34F: 3 clusters Score -3926571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -1067549.375000 Penalty: 2276.635986
	Iteration 0F: 2 clusters Score -1067549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1060090.750000 Penalty: 4553.271973
	Iteration 0F: 3 clusters Score -1060091 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1062341.250000 Penalty: 4553.271973
	Iteration 1F: 3 clusters Score -1062341 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1062738.875000 Penalty: 4553.271973
	Iteration 2F: 3 clusters Score -1062739 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1063126.375000 Penalty: 4553.271973
	Iteration 3F: 3 clusters Score -1063126 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1063558.875000 Penalty: 4553.271973
	Iteration 4F: 3 clusters Score -1063559 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1064082.500000 Penalty: 4553.271973
	Iteration 5F: 3 clusters Score -1064082 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1064635.000000 Penalty: 4553.271973
	Iteration 6F: 3 clusters Score -1064635 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1065168.500000 Penalty: 4553.271973
	Iteration 7F: 3 clusters Score -1065168 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1065612.750000 Penalty: 4553.271973
	Iteration 8F: 3 clusters Score -1065613 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1065929.375000 Penalty: 4553.271973
	Iteration 9Q: 3 clusters Score -1065929 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1066156.875000 Penalty: 4553.271973
	Iteration 10Q: 3 clusters Score -1066157 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1066312.125000 Penalty: 4553.271973
	Iteration 11Q: 3 clusters Score -1066312 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1066412.625000 Penalty: 4553.271973
	Iteration 12Q: 3 clusters Score -1066413 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1066492.375000 Penalty: 4553.271973
	Iteration 13Q: 3 clusters Score -1066492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1066562.625000 Penalty: 4553.271973
	Iteration 14Q: 3 clusters Score -1066563 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1066623.125000 Penalty: 4553.271973
	Iteration 15Q: 3 clusters Score -1066623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1066665.875000 Penalty: 4553.271973
	Iteration 16Q: 3 clusters Score -1066666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1066699.125000 Penalty: 4553.271973
	Iteration 17Q: 3 clusters Score -1066699 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1066731.000000 Penalty: 4553.271973
	Iteration 18Q: 3 clusters Score -1066731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1066750.250000 Penalty: 4553.271973
	Iteration 19Q: 3 clusters Score -1066750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1066762.125000 Penalty: 4553.271973
	Iteration 20F: 3 clusters Score -1066762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1066764.250000 Penalty: 4553.271973
	Iteration 21Q: 3 clusters Score -1066764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1066767.000000 Penalty: 4553.271973
	Iteration 22Q: 3 clusters Score -1066767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1066769.500000 Penalty: 4553.271973
	Iteration 23Q: 3 clusters Score -1066770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1066770.250000 Penalty: 4553.271973
	Iteration 24Q: 3 clusters Score -1066770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1066770.625000 Penalty: 4553.271973
	Iteration 25Q: 3 clusters Score -1066771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1066771.500000 Penalty: 4553.271973
	Iteration 26Q: 3 clusters Score -1066772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1066772.625000 Penalty: 4553.271973
	Iteration 27Q: 3 clusters Score -1066773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1066774.250000 Penalty: 4553.271973
	Iteration 28Q: 3 clusters Score -1066774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1066774.250000 Penalty: 4553.271973
	Iteration 29F: 3 clusters Score -1066774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (174226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Entering Unmasked Estep 
Score: -20180592.000000 Penalty: 2992.890869
	Iteration 0F: 2 clusters Score -2.018059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 87040 members 
Entering Unmasked Estep 
Score: -20064510.000000 Penalty: 5985.781738
	Iteration 0F: 3 clusters Score -2.006451e+07 nChanged 83692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -20114036.000000 Penalty: 5985.781738
	Iteration 1F: 3 clusters Score -2.011404e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -20116006.000000 Penalty: 5985.781738
	Iteration 2Q: 3 clusters Score -2.011601e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97696 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -20119058.000000 Penalty: 5985.781738
	Iteration 3Q: 3 clusters Score -2.011906e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 70343 members 
Entering Unmasked Estep 
Score: -20123488.000000 Penalty: 5985.781738
	Iteration 4F: 3 clusters Score -2.012349e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -20129360.000000 Penalty: 5985.781738
	Iteration 5F: 3 clusters Score -2.012936e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121523 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -20136956.000000 Penalty: 5985.781738
	Iteration 6F: 3 clusters Score -2.013696e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132185 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -20144834.000000 Penalty: 5985.781738
	Iteration 7F: 3 clusters Score -2.014483e+07 nChanged 11230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142877 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -20153014.000000 Penalty: 5985.781738
	Iteration 8F: 3 clusters Score -2.015301e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152914 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -20160994.000000 Penalty: 5985.781738
	Iteration 9F: 3 clusters Score -2.016099e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161378 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -20167894.000000 Penalty: 5985.781738
	Iteration 10Q: 3 clusters Score -2.016789e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -20172720.000000 Penalty: 5985.781738
	Iteration 11Q: 3 clusters Score -2.017272e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170841 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -20175574.000000 Penalty: 5985.781738
	Iteration 12Q: 3 clusters Score -2.017557e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172563 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20176826.000000 Penalty: 5985.781738
	Iteration 13Q: 3 clusters Score -2.017683e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173255 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20177396.000000 Penalty: 5985.781738
	Iteration 14Q: 3 clusters Score -2.01774e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173534 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -20177656.000000 Penalty: 5985.781738
	Iteration 15Q: 3 clusters Score -2.017766e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173652 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20177748.000000 Penalty: 5985.781738
	Iteration 16Q: 3 clusters Score -2.017775e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173715 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20177872.000000 Penalty: 5985.781738
	Iteration 17Q: 3 clusters Score -2.017787e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20177924.000000 Penalty: 5985.781738
	Iteration 18Q: 3 clusters Score -2.017792e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173777 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -20177934.000000 Penalty: 5985.781738
	Iteration 19Q: 3 clusters Score -2.017793e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173796 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -20177970.000000 Penalty: 5985.781738
	Iteration 20F: 3 clusters Score -2.017797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173804 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20177952.000000 Penalty: 5985.781738
	Iteration 21Q: 3 clusters Score -2.017795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173812 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20177988.000000 Penalty: 5985.781738
	Iteration 22Q: 3 clusters Score -2.017799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173820 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20177990.000000 Penalty: 5985.781738
	Iteration 23Q: 3 clusters Score -2.017799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173820 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20178004.000000 Penalty: 5985.781738
	Iteration 24Q: 3 clusters Score -2.0178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20178012.000000 Penalty: 5985.781738
	Iteration 25Q: 3 clusters Score -2.017801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20178014.000000 Penalty: 5985.781738
	Iteration 26Q: 3 clusters Score -2.017801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173826 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20178014.000000 Penalty: 5985.781738
	Iteration 27F: 3 clusters Score -2.017801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (95434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95434 members 
Entering Unmasked Estep 
Score: -11124476.000000 Penalty: 2843.615234
	Iteration 0F: 2 clusters Score -1.112448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -11060655.000000 Penalty: 5687.230469
	Iteration 0F: 3 clusters Score -1.106066e+07 nChanged 45003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -11086499.000000 Penalty: 5687.230469
	Iteration 1F: 3 clusters Score -1.10865e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -11087448.000000 Penalty: 5687.230469
	Iteration 2Q: 3 clusters Score -1.108745e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -11088466.000000 Penalty: 5687.230469
	Iteration 3Q: 3 clusters Score -1.108847e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -11089664.000000 Penalty: 5687.230469
	Iteration 4Q: 3 clusters Score -1.108966e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -11091061.000000 Penalty: 5687.230469
	Iteration 5Q: 3 clusters Score -1.109106e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -11092512.000000 Penalty: 5687.230469
	Iteration 6Q: 3 clusters Score -1.109251e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -11094257.000000 Penalty: 5687.230469
	Iteration 7Q: 3 clusters Score -1.109426e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -11095751.000000 Penalty: 5687.230469
	Iteration 8Q: 3 clusters Score -1.109575e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -11097083.000000 Penalty: 5687.230469
	Iteration 9Q: 3 clusters Score -1.109708e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -11098268.000000 Penalty: 5687.230469
	Iteration 10Q: 3 clusters Score -1.109827e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -11099604.000000 Penalty: 5687.230469
	Iteration 11Q: 3 clusters Score -1.10996e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -11100853.000000 Penalty: 5687.230469
	Iteration 12Q: 3 clusters Score -1.110085e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -11102401.000000 Penalty: 5687.230469
	Iteration 13Q: 3 clusters Score -1.11024e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -11104090.000000 Penalty: 5687.230469
	Iteration 14Q: 3 clusters Score -1.110409e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -11105886.000000 Penalty: 5687.230469
	Iteration 15Q: 3 clusters Score -1.110589e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 68882 members 
Entering Unmasked Estep 
Score: -11107994.000000 Penalty: 5687.230469
	Iteration 16Q: 3 clusters Score -1.110799e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -11109890.000000 Penalty: 5687.230469
	Iteration 17Q: 3 clusters Score -1.110989e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 74811 members 
Entering Unmasked Estep 
Score: -11111283.000000 Penalty: 5687.230469
	Iteration 18Q: 3 clusters Score -1.111128e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 77343 members 
Entering Unmasked Estep 
Score: -11112616.000000 Penalty: 5687.230469
	Iteration 19Q: 3 clusters Score -1.111262e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -11113898.000000 Penalty: 5687.230469
	Iteration 20F: 3 clusters Score -1.11139e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -11115056.000000 Penalty: 5687.230469
	Iteration 21Q: 3 clusters Score -1.111506e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -11116157.000000 Penalty: 5687.230469
	Iteration 22Q: 3 clusters Score -1.111616e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -11117122.000000 Penalty: 5687.230469
	Iteration 23Q: 3 clusters Score -1.111712e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -11117940.000000 Penalty: 5687.230469
	Iteration 24Q: 3 clusters Score -1.111794e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -11118733.000000 Penalty: 5687.230469
	Iteration 25Q: 3 clusters Score -1.111873e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -11119437.000000 Penalty: 5687.230469
	Iteration 26Q: 3 clusters Score -1.111944e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -11120086.000000 Penalty: 5687.230469
	Iteration 27Q: 3 clusters Score -1.112009e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 91933 members 
Entering Unmasked Estep 
Score: -11120686.000000 Penalty: 5687.230469
	Iteration 28Q: 3 clusters Score -1.112069e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -11121065.000000 Penalty: 5687.230469
	Iteration 29Q: 3 clusters Score -1.112106e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -11121460.000000 Penalty: 5687.230469
	Iteration 30Q: 3 clusters Score -1.112146e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
Score: -11121723.000000 Penalty: 5687.230469
	Iteration 31Q: 3 clusters Score -1.112172e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 93842 members 
Entering Unmasked Estep 
Score: -11121852.000000 Penalty: 5687.230469
	Iteration 32Q: 3 clusters Score -1.112185e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -11121957.000000 Penalty: 5687.230469
	Iteration 33Q: 3 clusters Score -1.112196e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -11122026.000000 Penalty: 5687.230469
	Iteration 34Q: 3 clusters Score -1.112203e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -11122108.000000 Penalty: 5687.230469
	Iteration 35Q: 3 clusters Score -1.112211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 94286 members 
Entering Unmasked Estep 
Score: -11122160.000000 Penalty: 5687.230469
	Iteration 36Q: 3 clusters Score -1.112216e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 94332 members 
Entering Unmasked Estep 
Score: -11122192.000000 Penalty: 5687.230469
	Iteration 37Q: 3 clusters Score -1.112219e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 94366 members 
Entering Unmasked Estep 
Score: -11122223.000000 Penalty: 5687.230469
	Iteration 38Q: 3 clusters Score -1.112222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -11122237.000000 Penalty: 5687.230469
	Iteration 39Q: 3 clusters Score -1.112224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -11122258.000000 Penalty: 5687.230469
	Iteration 40F: 3 clusters Score -1.112226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -11122264.000000 Penalty: 5687.230469
	Iteration 41Q: 3 clusters Score -1.112226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -11122281.000000 Penalty: 5687.230469
	Iteration 42Q: 3 clusters Score -1.112228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -11122295.000000 Penalty: 5687.230469
	Iteration 43Q: 3 clusters Score -1.11223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -11122294.000000 Penalty: 5687.230469
	Iteration 44Q: 3 clusters Score -1.112229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -11122293.000000 Penalty: 5687.230469
	Iteration 45Q: 3 clusters Score -1.112229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 94459 members 
Entering Unmasked Estep 
Score: -11122307.000000 Penalty: 5687.230469
	Iteration 46Q: 3 clusters Score -1.112231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 94462 members 
Entering Unmasked Estep 
Score: -11122320.000000 Penalty: 5687.230469
	Iteration 47Q: 3 clusters Score -1.112232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 94464 members 
Entering Unmasked Estep 
Score: -11122310.000000 Penalty: 5687.230469
	Iteration 48Q: 3 clusters Score -1.112231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 94466 members 
Entering Unmasked Estep 
Score: -11122301.000000 Penalty: 5687.230469
	Iteration 49Q: 3 clusters Score -1.11223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -11122306.000000 Penalty: 5687.230469
	Iteration 50Q: 3 clusters Score -1.112231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -11122312.000000 Penalty: 5687.230469
	Iteration 51Q: 3 clusters Score -1.112231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -11122303.000000 Penalty: 5687.230469
	Iteration 52Q: 3 clusters Score -1.11223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 94468 members 
Entering Unmasked Estep 
Score: -11122303.000000 Penalty: 5687.230469
	Iteration 53F: 3 clusters Score -1.11223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -2566863.500000 Penalty: 2482.626709
	Iteration 0F: 2 clusters Score -2566864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2551353.500000 Penalty: 4965.253418
	Iteration 0F: 3 clusters Score -2551354 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -2556888.750000 Penalty: 4965.253418
	Iteration 1F: 3 clusters Score -2556889 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2557457.000000 Penalty: 4965.253418
	Iteration 2F: 3 clusters Score -2557457 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2558045.000000 Penalty: 4965.253418
	Iteration 3F: 3 clusters Score -2558045 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2558764.000000 Penalty: 4965.253418
	Iteration 4F: 3 clusters Score -2558764 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2559568.250000 Penalty: 4965.253418
	Iteration 5F: 3 clusters Score -2559568 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2560508.000000 Penalty: 4965.253418
	Iteration 6F: 3 clusters Score -2560508 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2561540.500000 Penalty: 4965.253418
	Iteration 7F: 3 clusters Score -2561540 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2562506.000000 Penalty: 4965.253418
	Iteration 8F: 3 clusters Score -2562506 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2563198.250000 Penalty: 4965.253418
	Iteration 9Q: 3 clusters Score -2563198 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2563595.000000 Penalty: 4965.253418
	Iteration 10Q: 3 clusters Score -2563595 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2563806.500000 Penalty: 4965.253418
	Iteration 11Q: 3 clusters Score -2563806 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2563897.250000 Penalty: 4965.253418
	Iteration 12Q: 3 clusters Score -2563897 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2563960.000000 Penalty: 4965.253418
	Iteration 13Q: 3 clusters Score -2563960 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2564006.500000 Penalty: 4965.253418
	Iteration 14Q: 3 clusters Score -2564006 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2564045.250000 Penalty: 4965.253418
	Iteration 15Q: 3 clusters Score -2564045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2564064.500000 Penalty: 4965.253418
	Iteration 16Q: 3 clusters Score -2564064 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2564087.000000 Penalty: 4965.253418
	Iteration 17Q: 3 clusters Score -2564087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2564102.000000 Penalty: 4965.253418
	Iteration 18Q: 3 clusters Score -2564102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2564100.500000 Penalty: 4965.253418
	Iteration 19Q: 3 clusters Score -2564100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2564107.500000 Penalty: 4965.253418
	Iteration 20F: 3 clusters Score -2564108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2564112.750000 Penalty: 4965.253418
	Iteration 21Q: 3 clusters Score -2564113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2564106.500000 Penalty: 4965.253418
	Iteration 22Q: 3 clusters Score -2564106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2564113.250000 Penalty: 4965.253418
	Iteration 23Q: 3 clusters Score -2564113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2564117.000000 Penalty: 4965.253418
	Iteration 24Q: 3 clusters Score -2564117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2564135.000000 Penalty: 4965.253418
	Iteration 25Q: 3 clusters Score -2564135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2564136.000000 Penalty: 4965.253418
	Iteration 26Q: 3 clusters Score -2564136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2564141.500000 Penalty: 4965.253418
	Iteration 27Q: 3 clusters Score -2564142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2564152.250000 Penalty: 4965.253418
	Iteration 28Q: 3 clusters Score -2564152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2564153.000000 Penalty: 4965.253418
	Iteration 29Q: 3 clusters Score -2564153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2564155.500000 Penalty: 4965.253418
	Iteration 30Q: 3 clusters Score -2564156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2564161.000000 Penalty: 4965.253418
	Iteration 31Q: 3 clusters Score -2564161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2564158.250000 Penalty: 4965.253418
	Iteration 32Q: 3 clusters Score -2564158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2564160.500000 Penalty: 4965.253418
	Iteration 33Q: 3 clusters Score -2564160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2564163.750000 Penalty: 4965.253418
	Iteration 34Q: 3 clusters Score -2564164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2564166.250000 Penalty: 4965.253418
	Iteration 35Q: 3 clusters Score -2564166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2564168.250000 Penalty: 4965.253418
	Iteration 36Q: 3 clusters Score -2564168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2564169.750000 Penalty: 4965.253418
	Iteration 37Q: 3 clusters Score -2564170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2564170.750000 Penalty: 4965.253418
	Iteration 38Q: 3 clusters Score -2564171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2564168.000000 Penalty: 4965.253418
	Iteration 39Q: 3 clusters Score -2564168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2564175.000000 Penalty: 4965.253418
	Iteration 40F: 3 clusters Score -2564175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2564180.000000 Penalty: 4965.253418
	Iteration 41Q: 3 clusters Score -2564180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2564186.750000 Penalty: 4965.253418
	Iteration 42Q: 3 clusters Score -2564187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2564183.750000 Penalty: 4965.253418
	Iteration 43Q: 3 clusters Score -2564184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2564186.250000 Penalty: 4965.253418
	Iteration 44Q: 3 clusters Score -2564186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2564191.500000 Penalty: 4965.253418
	Iteration 45Q: 3 clusters Score -2564192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2564192.750000 Penalty: 4965.253418
	Iteration 46Q: 3 clusters Score -2564193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2564195.500000 Penalty: 4965.253418
	Iteration 47Q: 3 clusters Score -2564196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2564195.500000 Penalty: 4965.253418
	Iteration 48F: 3 clusters Score -2564196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (251379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251379 members 
Entering Unmasked Estep 
Score: -29376130.000000 Penalty: 3083.809814
	Iteration 0F: 2 clusters Score -2.937613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 125874 members 
Entering Unmasked Estep 
Score: -29225238.000000 Penalty: 6167.619629
	Iteration 0F: 3 clusters Score -2.922524e+07 nChanged 121231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124542 members 
Mstep: Class 2 contains 126837 members 
Entering Unmasked Estep 
Score: -29297010.000000 Penalty: 6167.619629
	Iteration 1F: 3 clusters Score -2.929701e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124121 members 
Mstep: Class 2 contains 127258 members 
Entering Unmasked Estep 
Score: -29298400.000000 Penalty: 6167.619629
	Iteration 2Q: 3 clusters Score -2.92984e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123716 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -29300120.000000 Penalty: 6167.619629
	Iteration 3Q: 3 clusters Score -2.930012e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123472 members 
Mstep: Class 2 contains 127907 members 
Entering Unmasked Estep 
Score: -29302818.000000 Penalty: 6167.619629
	Iteration 4Q: 3 clusters Score -2.930282e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 128103 members 
Entering Unmasked Estep 
Score: -29306560.000000 Penalty: 6167.619629
	Iteration 5Q: 3 clusters Score -2.930656e+07 nChanged 11938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 128439 members 
Entering Unmasked Estep 
Score: -29311636.000000 Penalty: 6167.619629
	Iteration 6Q: 3 clusters Score -2.931164e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121914 members 
Mstep: Class 2 contains 129465 members 
Entering Unmasked Estep 
Score: -29317430.000000 Penalty: 6167.619629
	Iteration 7F: 3 clusters Score -2.931743e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 131682 members 
Entering Unmasked Estep 
Score: -29323282.000000 Penalty: 6167.619629
	Iteration 8F: 3 clusters Score -2.932328e+07 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115765 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -29328646.000000 Penalty: 6167.619629
	Iteration 9Q: 3 clusters Score -2.932865e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 141095 members 
Entering Unmasked Estep 
Score: -29333510.000000 Penalty: 6167.619629
	Iteration 10Q: 3 clusters Score -2.933351e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 148351 members 
Entering Unmasked Estep 
Score: -29338566.000000 Penalty: 6167.619629
	Iteration 11Q: 3 clusters Score -2.933857e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94113 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -29343572.000000 Penalty: 6167.619629
	Iteration 12Q: 3 clusters Score -2.934357e+07 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 167795 members 
Entering Unmasked Estep 
Score: -29348848.000000 Penalty: 6167.619629
	Iteration 13Q: 3 clusters Score -2.934885e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -29354390.000000 Penalty: 6167.619629
	Iteration 14Q: 3 clusters Score -2.935439e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 191090 members 
Entering Unmasked Estep 
Score: -29359850.000000 Penalty: 6167.619629
	Iteration 15Q: 3 clusters Score -2.935985e+07 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 202556 members 
Entering Unmasked Estep 
Score: -29364490.000000 Penalty: 6167.619629
	Iteration 16Q: 3 clusters Score -2.936449e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 212809 members 
Entering Unmasked Estep 
Score: -29368624.000000 Penalty: 6167.619629
	Iteration 17Q: 3 clusters Score -2.936862e+07 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 221456 members 
Entering Unmasked Estep 
Score: -29371504.000000 Penalty: 6167.619629
	Iteration 18Q: 3 clusters Score -2.93715e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 228250 members 
Entering Unmasked Estep 
Score: -29373310.000000 Penalty: 6167.619629
	Iteration 19Q: 3 clusters Score -2.937331e+07 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 233327 members 
Entering Unmasked Estep 
Score: -29374598.000000 Penalty: 6167.619629
	Iteration 20F: 3 clusters Score -2.93746e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 237109 members 
Entering Unmasked Estep 
Score: -29375424.000000 Penalty: 6167.619629
	Iteration 21Q: 3 clusters Score -2.937542e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 239745 members 
Entering Unmasked Estep 
Score: -29375600.000000 Penalty: 6167.619629
	Iteration 22Q: 3 clusters Score -2.93756e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 241671 members 
Entering Unmasked Estep 
Score: -29375800.000000 Penalty: 6167.619629
	Iteration 23Q: 3 clusters Score -2.93758e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 243005 members 
Entering Unmasked Estep 
Score: -29375986.000000 Penalty: 6167.619629
	Iteration 24Q: 3 clusters Score -2.937599e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 243961 members 
Entering Unmasked Estep 
Score: -29376016.000000 Penalty: 6167.619629
	Iteration 25Q: 3 clusters Score -2.937602e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 244654 members 
Entering Unmasked Estep 
Score: -29376014.000000 Penalty: 6167.619629
	Iteration 26Q: 3 clusters Score -2.937601e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 245169 members 
Entering Unmasked Estep 
Score: -29375982.000000 Penalty: 6167.619629
	Iteration 27Q: 3 clusters Score -2.937598e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 245580 members 
Entering Unmasked Estep 
Score: -29375904.000000 Penalty: 6167.619629
	Iteration 28Q: 3 clusters Score -2.93759e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 245906 members 
Entering Unmasked Estep 
Score: -29375900.000000 Penalty: 6167.619629
	Iteration 29Q: 3 clusters Score -2.93759e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 246135 members 
Entering Unmasked Estep 
Score: -29375860.000000 Penalty: 6167.619629
	Iteration 30Q: 3 clusters Score -2.937586e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 246352 members 
Entering Unmasked Estep 
Score: -29375824.000000 Penalty: 6167.619629
	Iteration 31Q: 3 clusters Score -2.937582e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 246514 members 
Entering Unmasked Estep 
Score: -29375814.000000 Penalty: 6167.619629
	Iteration 32Q: 3 clusters Score -2.937581e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 246644 members 
Entering Unmasked Estep 
Score: -29375838.000000 Penalty: 6167.619629
	Iteration 33Q: 3 clusters Score -2.937584e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 246778 members 
Entering Unmasked Estep 
Score: -29375804.000000 Penalty: 6167.619629
	Iteration 34Q: 3 clusters Score -2.93758e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 246893 members 
Entering Unmasked Estep 
Score: -29375808.000000 Penalty: 6167.619629
	Iteration 35Q: 3 clusters Score -2.937581e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 247020 members 
Entering Unmasked Estep 
Score: -29375774.000000 Penalty: 6167.619629
	Iteration 36Q: 3 clusters Score -2.937577e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 247122 members 
Entering Unmasked Estep 
Score: -29375766.000000 Penalty: 6167.619629
	Iteration 37Q: 3 clusters Score -2.937577e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 247195 members 
Entering Unmasked Estep 
Score: -29375798.000000 Penalty: 6167.619629
	Iteration 38Q: 3 clusters Score -2.93758e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 247259 members 
Entering Unmasked Estep 
Score: -29375822.000000 Penalty: 6167.619629
	Iteration 39Q: 3 clusters Score -2.937582e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 247326 members 
Entering Unmasked Estep 
Score: -29375830.000000 Penalty: 6167.619629
	Iteration 40F: 3 clusters Score -2.937583e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 247375 members 
Entering Unmasked Estep 
Score: -29375840.000000 Penalty: 6167.619629
	Iteration 41Q: 3 clusters Score -2.937584e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 247419 members 
Entering Unmasked Estep 
Score: -29375826.000000 Penalty: 6167.619629
	Iteration 42Q: 3 clusters Score -2.937583e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 247459 members 
Entering Unmasked Estep 
Score: -29375814.000000 Penalty: 6167.619629
	Iteration 43Q: 3 clusters Score -2.937581e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 247501 members 
Entering Unmasked Estep 
Score: -29375792.000000 Penalty: 6167.619629
	Iteration 44Q: 3 clusters Score -2.937579e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 247533 members 
Entering Unmasked Estep 
Score: -29375786.000000 Penalty: 6167.619629
	Iteration 45Q: 3 clusters Score -2.937579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 247549 members 
Entering Unmasked Estep 
Score: -29375760.000000 Penalty: 6167.619629
	Iteration 46Q: 3 clusters Score -2.937576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 247577 members 
Entering Unmasked Estep 
Score: -29375752.000000 Penalty: 6167.619629
	Iteration 47Q: 3 clusters Score -2.937575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 247590 members 
Entering Unmasked Estep 
Score: -29375792.000000 Penalty: 6167.619629
	Iteration 48Q: 3 clusters Score -2.937579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 247606 members 
Entering Unmasked Estep 
Score: -29375764.000000 Penalty: 6167.619629
	Iteration 49Q: 3 clusters Score -2.937576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 247620 members 
Entering Unmasked Estep 
Score: -29375776.000000 Penalty: 6167.619629
	Iteration 50Q: 3 clusters Score -2.937578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 247636 members 
Entering Unmasked Estep 
Score: -29375796.000000 Penalty: 6167.619629
	Iteration 51Q: 3 clusters Score -2.93758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 247648 members 
Entering Unmasked Estep 
Score: -29375774.000000 Penalty: 6167.619629
	Iteration 52Q: 3 clusters Score -2.937577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 247661 members 
Entering Unmasked Estep 
Score: -29375780.000000 Penalty: 6167.619629
	Iteration 53Q: 3 clusters Score -2.937578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 247661 members 
Entering Unmasked Estep 
Score: -29375788.000000 Penalty: 6167.619629
	Iteration 54Q: 3 clusters Score -2.937579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 247661 members 
Entering Unmasked Estep 
Score: -29375790.000000 Penalty: 6167.619629
	Iteration 55Q: 3 clusters Score -2.937579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 247664 members 
Entering Unmasked Estep 
Score: -29375772.000000 Penalty: 6167.619629
	Iteration 56Q: 3 clusters Score -2.937577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 247674 members 
Entering Unmasked Estep 
Score: -29375760.000000 Penalty: 6167.619629
	Iteration 57Q: 3 clusters Score -2.937576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 247680 members 
Entering Unmasked Estep 
Score: -29375760.000000 Penalty: 6167.619629
	Iteration 58Q: 3 clusters Score -2.937576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 247686 members 
Entering Unmasked Estep 
Score: -29375772.000000 Penalty: 6167.619629
	Iteration 59Q: 3 clusters Score -2.937577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 247691 members 
Entering Unmasked Estep 
Score: -29375760.000000 Penalty: 6167.619629
	Iteration 60F: 3 clusters Score -2.937576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 247698 members 
Entering Unmasked Estep 
Score: -29375746.000000 Penalty: 6167.619629
	Iteration 61Q: 3 clusters Score -2.937575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 247704 members 
Entering Unmasked Estep 
Score: -29375762.000000 Penalty: 6167.619629
	Iteration 62Q: 3 clusters Score -2.937576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 247714 members 
Entering Unmasked Estep 
Score: -29375758.000000 Penalty: 6167.619629
	Iteration 63Q: 3 clusters Score -2.937576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 247718 members 
Entering Unmasked Estep 
Score: -29375742.000000 Penalty: 6167.619629
	Iteration 64Q: 3 clusters Score -2.937574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 247723 members 
Entering Unmasked Estep 
Score: -29375742.000000 Penalty: 6167.619629
	Iteration 65Q: 3 clusters Score -2.937574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 247728 members 
Entering Unmasked Estep 
Score: -29375722.000000 Penalty: 6167.619629
	Iteration 66Q: 3 clusters Score -2.937572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 247727 members 
Entering Unmasked Estep 
Score: -29375750.000000 Penalty: 6167.619629
	Iteration 67Q: 3 clusters Score -2.937575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 247730 members 
Entering Unmasked Estep 
Score: -29375744.000000 Penalty: 6167.619629
	Iteration 68Q: 3 clusters Score -2.937574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 247733 members 
Entering Unmasked Estep 
Score: -29375754.000000 Penalty: 6167.619629
	Iteration 69Q: 3 clusters Score -2.937575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 247736 members 
Entering Unmasked Estep 
Score: -29375742.000000 Penalty: 6167.619629
	Iteration 70Q: 3 clusters Score -2.937574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 247738 members 
Entering Unmasked Estep 
Score: -29375744.000000 Penalty: 6167.619629
	Iteration 71Q: 3 clusters Score -2.937574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 247744 members 
Entering Unmasked Estep 
Score: -29375730.000000 Penalty: 6167.619629
	Iteration 72Q: 3 clusters Score -2.937573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 247745 members 
Entering Unmasked Estep 
Score: -29375746.000000 Penalty: 6167.619629
	Iteration 73Q: 3 clusters Score -2.937575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 247751 members 
Entering Unmasked Estep 
Score: -29375748.000000 Penalty: 6167.619629
	Iteration 74Q: 3 clusters Score -2.937575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 247762 members 
Entering Unmasked Estep 
Score: -29375722.000000 Penalty: 6167.619629
	Iteration 75Q: 3 clusters Score -2.937572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 247767 members 
Entering Unmasked Estep 
Score: -29375710.000000 Penalty: 6167.619629
	Iteration 76Q: 3 clusters Score -2.937571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 247774 members 
Entering Unmasked Estep 
Score: -29375728.000000 Penalty: 6167.619629
	Iteration 77Q: 3 clusters Score -2.937573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 247779 members 
Entering Unmasked Estep 
Score: -29375738.000000 Penalty: 6167.619629
	Iteration 78Q: 3 clusters Score -2.937574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 247785 members 
Entering Unmasked Estep 
Score: -29375736.000000 Penalty: 6167.619629
	Iteration 79Q: 3 clusters Score -2.937574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 247789 members 
Entering Unmasked Estep 
Score: -29375742.000000 Penalty: 6167.619629
	Iteration 80F: 3 clusters Score -2.937574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 247795 members 
Entering Unmasked Estep 
Score: -29375750.000000 Penalty: 6167.619629
	Iteration 81Q: 3 clusters Score -2.937575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 247800 members 
Entering Unmasked Estep 
Score: -29375756.000000 Penalty: 6167.619629
	Iteration 82Q: 3 clusters Score -2.937576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 247806 members 
Entering Unmasked Estep 
Score: -29375744.000000 Penalty: 6167.619629
	Iteration 83Q: 3 clusters Score -2.937574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 247811 members 
Entering Unmasked Estep 
Score: -29375742.000000 Penalty: 6167.619629
	Iteration 84Q: 3 clusters Score -2.937574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 247814 members 
Entering Unmasked Estep 
Score: -29375752.000000 Penalty: 6167.619629
	Iteration 85Q: 3 clusters Score -2.937575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 247814 members 
Entering Unmasked Estep 
Score: -29375738.000000 Penalty: 6167.619629
	Iteration 86Q: 3 clusters Score -2.937574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 247814 members 
Entering Unmasked Estep 
Score: -29375740.000000 Penalty: 6167.619629
	Iteration 87Q: 3 clusters Score -2.937574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 247814 members 
Entering Unmasked Estep 
Score: -29375740.000000 Penalty: 6167.619629
	Iteration 88Q: 3 clusters Score -2.937574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 247816 members 
Entering Unmasked Estep 
Score: -29375732.000000 Penalty: 6167.619629
	Iteration 89Q: 3 clusters Score -2.937573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 247819 members 
Entering Unmasked Estep 
Score: -29375732.000000 Penalty: 6167.619629
	Iteration 90Q: 3 clusters Score -2.937573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 247822 members 
Entering Unmasked Estep 
Score: -29375740.000000 Penalty: 6167.619629
	Iteration 91Q: 3 clusters Score -2.937574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 247823 members 
Entering Unmasked Estep 
Score: -29375742.000000 Penalty: 6167.619629
	Iteration 92Q: 3 clusters Score -2.937574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 247822 members 
Entering Unmasked Estep 
Score: -29375738.000000 Penalty: 6167.619629
	Iteration 93Q: 3 clusters Score -2.937574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 247822 members 
Entering Unmasked Estep 
Score: -29375738.000000 Penalty: 6167.619629
	Iteration 94F: 3 clusters Score -2.937574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -91878.507812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -91878.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90067.070312 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -90067.07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90313.515625 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -90313.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90385.007812 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -90385.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90427.609375 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -90427.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90456.914062 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -90456.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90483.531250 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -90483.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90507.312500 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -90507.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -90531.023438 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -90531.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90574.070312 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -90574.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -90622.320312 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -90622.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90680.851562 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -90680.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90778.390625 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -90778.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -90861.515625 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -90861.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90929.531250 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -90929.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90985.179688 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -90985.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91054.234375 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -91054.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -91118.460938 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -91118.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91177.421875 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -91177.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -91249.148438 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -91249.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91369.937500 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -91369.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -91508.648438 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -91508.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91666.265625 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -91666.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -91754.335938 Penalty: 3347.965820
	Iteration 22Q: 3 clusters Score -91754.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -91792.093750 Penalty: 3347.965820
	Iteration 23Q: 3 clusters Score -91792.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91796.070312 Penalty: 3347.965820
	Iteration 24Q: 3 clusters Score -91796.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91802.351562 Penalty: 3347.965820
	Iteration 25Q: 3 clusters Score -91802.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91809.500000 Penalty: 3347.965820
	Iteration 26Q: 3 clusters Score -91809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91824.398438 Penalty: 3347.965820
	Iteration 27Q: 3 clusters Score -91824.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -91854.179688 Penalty: 3347.965820
	Iteration 28Q: 3 clusters Score -91854.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -91907.484375 Penalty: 3347.965820
	Iteration 29Q: 3 clusters Score -91907.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92045.179688 Penalty: 3347.965820
	Iteration 30Q: 3 clusters Score -92045.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -92090.507812 Penalty: 3347.965820
	Iteration 31Q: 3 clusters Score -92090.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -92090.507812 Penalty: 3347.965820
	Iteration 32F: 3 clusters Score -92090.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243797 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99429 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 848 members 
Mstep: Class 44 contains 36508 members 
Mstep: Class 45 contains 546 members 
Entering Unmasked Estep 
Score: -225986320.000000 Penalty: 161989.984375
Splitting cluster 7 changes total score from -225988000.000000 to -225986320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (9139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Entering Unmasked Estep 
Score: -998980.875000 Penalty: 2261.835938
	Iteration 0F: 2 clusters Score -998980.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -991935.562500 Penalty: 4523.671875
	Iteration 0F: 3 clusters Score -991935.6 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -994011.000000 Penalty: 4523.671875
	Iteration 1F: 3 clusters Score -994011 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -994357.062500 Penalty: 4523.671875
	Iteration 2F: 3 clusters Score -994357.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -994640.750000 Penalty: 4523.671875
	Iteration 3F: 3 clusters Score -994640.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -994902.937500 Penalty: 4523.671875
	Iteration 4F: 3 clusters Score -994902.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -995189.625000 Penalty: 4523.671875
	Iteration 5Q: 3 clusters Score -995189.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -995502.375000 Penalty: 4523.671875
	Iteration 6F: 3 clusters Score -995502.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -995820.500000 Penalty: 4523.671875
	Iteration 7F: 3 clusters Score -995820.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -996212.562500 Penalty: 4523.671875
	Iteration 8F: 3 clusters Score -996212.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -996612.312500 Penalty: 4523.671875
	Iteration 9F: 3 clusters Score -996612.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -996905.250000 Penalty: 4523.671875
	Iteration 10Q: 3 clusters Score -996905.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -997083.375000 Penalty: 4523.671875
	Iteration 11Q: 3 clusters Score -997083.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -997206.312500 Penalty: 4523.671875
	Iteration 12Q: 3 clusters Score -997206.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -997278.000000 Penalty: 4523.671875
	Iteration 13Q: 3 clusters Score -997278 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -997324.000000 Penalty: 4523.671875
	Iteration 14Q: 3 clusters Score -997324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -997353.875000 Penalty: 4523.671875
	Iteration 15Q: 3 clusters Score -997353.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -997375.125000 Penalty: 4523.671875
	Iteration 16Q: 3 clusters Score -997375.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -997395.812500 Penalty: 4523.671875
	Iteration 17Q: 3 clusters Score -997395.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -997411.000000 Penalty: 4523.671875
	Iteration 18Q: 3 clusters Score -997411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -997422.562500 Penalty: 4523.671875
	Iteration 19Q: 3 clusters Score -997422.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -997437.937500 Penalty: 4523.671875
	Iteration 20F: 3 clusters Score -997437.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -997449.500000 Penalty: 4523.671875
	Iteration 21Q: 3 clusters Score -997449.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -997462.750000 Penalty: 4523.671875
	Iteration 22Q: 3 clusters Score -997462.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -997472.312500 Penalty: 4523.671875
	Iteration 23Q: 3 clusters Score -997472.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -997484.187500 Penalty: 4523.671875
	Iteration 24Q: 3 clusters Score -997484.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -997491.750000 Penalty: 4523.671875
	Iteration 25Q: 3 clusters Score -997491.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -997499.187500 Penalty: 4523.671875
	Iteration 26Q: 3 clusters Score -997499.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -997505.375000 Penalty: 4523.671875
	Iteration 27Q: 3 clusters Score -997505.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -997506.937500 Penalty: 4523.671875
	Iteration 28Q: 3 clusters Score -997506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -997507.250000 Penalty: 4523.671875
	Iteration 29Q: 3 clusters Score -997507.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -997510.187500 Penalty: 4523.671875
	Iteration 30Q: 3 clusters Score -997510.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -997513.500000 Penalty: 4523.671875
	Iteration 31Q: 3 clusters Score -997513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -997515.812500 Penalty: 4523.671875
	Iteration 32Q: 3 clusters Score -997515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -997517.500000 Penalty: 4523.671875
	Iteration 33Q: 3 clusters Score -997517.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -997519.687500 Penalty: 4523.671875
	Iteration 34Q: 3 clusters Score -997519.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -997521.000000 Penalty: 4523.671875
	Iteration 35Q: 3 clusters Score -997521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -997521.750000 Penalty: 4523.671875
	Iteration 36Q: 3 clusters Score -997521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -997522.500000 Penalty: 4523.671875
	Iteration 37Q: 3 clusters Score -997522.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -997525.062500 Penalty: 4523.671875
	Iteration 38Q: 3 clusters Score -997525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -997524.750000 Penalty: 4523.671875
	Iteration 39Q: 3 clusters Score -997524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -997526.250000 Penalty: 4523.671875
	Iteration 40F: 3 clusters Score -997526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -997527.687500 Penalty: 4523.671875
	Iteration 41Q: 3 clusters Score -997527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -997528.062500 Penalty: 4523.671875
	Iteration 42Q: 3 clusters Score -997528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -997527.937500 Penalty: 4523.671875
	Iteration 43Q: 3 clusters Score -997527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -997529.000000 Penalty: 4523.671875
	Iteration 44Q: 3 clusters Score -997529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -997529.000000 Penalty: 4523.671875
	Iteration 45F: 3 clusters Score -997529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (243797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243797 members 
Entering Unmasked Estep 
Score: -28461468.000000 Penalty: 3076.214600
	Iteration 0F: 2 clusters Score -2.846147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 122124 members 
Entering Unmasked Estep 
Score: -28317720.000000 Penalty: 6152.429199
	Iteration 0F: 3 clusters Score -2.831772e+07 nChanged 117709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116820 members 
Mstep: Class 2 contains 126977 members 
Entering Unmasked Estep 
Score: -28387282.000000 Penalty: 6152.429199
	Iteration 1F: 3 clusters Score -2.838728e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113987 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -28388674.000000 Penalty: 6152.429199
	Iteration 2Q: 3 clusters Score -2.838867e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 134249 members 
Entering Unmasked Estep 
Score: -28390806.000000 Penalty: 6152.429199
	Iteration 3Q: 3 clusters Score -2.839081e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 140911 members 
Entering Unmasked Estep 
Score: -28393886.000000 Penalty: 6152.429199
	Iteration 4Q: 3 clusters Score -2.839389e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 151070 members 
Entering Unmasked Estep 
Score: -28399200.000000 Penalty: 6152.429199
	Iteration 5Q: 3 clusters Score -2.83992e+07 nChanged 15265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -28407520.000000 Penalty: 6152.429199
	Iteration 6F: 3 clusters Score -2.840752e+07 nChanged 18486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 183377 members 
Entering Unmasked Estep 
Score: -28417538.000000 Penalty: 6152.429199
	Iteration 7F: 3 clusters Score -2.841754e+07 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 202658 members 
Entering Unmasked Estep 
Score: -28428966.000000 Penalty: 6152.429199
	Iteration 8F: 3 clusters Score -2.842897e+07 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 219557 members 
Entering Unmasked Estep 
Score: -28440426.000000 Penalty: 6152.429199
	Iteration 9F: 3 clusters Score -2.844043e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 231513 members 
Entering Unmasked Estep 
Score: -28448722.000000 Penalty: 6152.429199
	Iteration 10Q: 3 clusters Score -2.844872e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 238252 members 
Entering Unmasked Estep 
Score: -28454172.000000 Penalty: 6152.429199
	Iteration 11Q: 3 clusters Score -2.845417e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 241372 members 
Entering Unmasked Estep 
Score: -28456876.000000 Penalty: 6152.429199
	Iteration 12Q: 3 clusters Score -2.845688e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 242623 members 
Entering Unmasked Estep 
Score: -28458066.000000 Penalty: 6152.429199
	Iteration 13Q: 3 clusters Score -2.845807e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 243078 members 
Entering Unmasked Estep 
Score: -28458444.000000 Penalty: 6152.429199
	Iteration 14Q: 3 clusters Score -2.845844e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 243252 members 
Entering Unmasked Estep 
Score: -28458648.000000 Penalty: 6152.429199
	Iteration 15Q: 3 clusters Score -2.845865e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 243326 members 
Entering Unmasked Estep 
Score: -28458748.000000 Penalty: 6152.429199
	Iteration 16Q: 3 clusters Score -2.845875e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 243365 members 
Entering Unmasked Estep 
Score: -28458804.000000 Penalty: 6152.429199
	Iteration 17Q: 3 clusters Score -2.84588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 243384 members 
Entering Unmasked Estep 
Score: -28458824.000000 Penalty: 6152.429199
	Iteration 18Q: 3 clusters Score -2.845882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 243402 members 
Entering Unmasked Estep 
Score: -28458864.000000 Penalty: 6152.429199
	Iteration 19Q: 3 clusters Score -2.845886e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 243415 members 
Entering Unmasked Estep 
Score: -28458904.000000 Penalty: 6152.429199
	Iteration 20F: 3 clusters Score -2.84589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 243419 members 
Entering Unmasked Estep 
Score: -28458910.000000 Penalty: 6152.429199
	Iteration 21Q: 3 clusters Score -2.845891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -28458912.000000 Penalty: 6152.429199
	Iteration 22Q: 3 clusters Score -2.845891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 243421 members 
Entering Unmasked Estep 
Score: -28458938.000000 Penalty: 6152.429199
	Iteration 23Q: 3 clusters Score -2.845894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 243422 members 
Entering Unmasked Estep 
Score: -28458934.000000 Penalty: 6152.429199
	Iteration 24Q: 3 clusters Score -2.845893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243423 members 
Entering Unmasked Estep 
Score: -28458942.000000 Penalty: 6152.429199
	Iteration 25Q: 3 clusters Score -2.845894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 243425 members 
Entering Unmasked Estep 
Score: -28458952.000000 Penalty: 6152.429199
	Iteration 26Q: 3 clusters Score -2.845895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 243428 members 
Entering Unmasked Estep 
Score: -28458932.000000 Penalty: 6152.429199
	Iteration 27Q: 3 clusters Score -2.845893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 243429 members 
Entering Unmasked Estep 
Score: -28458942.000000 Penalty: 6152.429199
	Iteration 28Q: 3 clusters Score -2.845894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 243430 members 
Entering Unmasked Estep 
Score: -28458946.000000 Penalty: 6152.429199
	Iteration 29Q: 3 clusters Score -2.845895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 243431 members 
Entering Unmasked Estep 
Score: -28458936.000000 Penalty: 6152.429199
	Iteration 30Q: 3 clusters Score -2.845894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 243433 members 
Entering Unmasked Estep 
Score: -28458936.000000 Penalty: 6152.429199
	Iteration 31Q: 3 clusters Score -2.845894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 243433 members 
Entering Unmasked Estep 
Score: -28458936.000000 Penalty: 6152.429199
	Iteration 32F: 3 clusters Score -2.845894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1852932.125000 Penalty: 2395.018311
	Iteration 0F: 2 clusters Score -1852932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1841600.250000 Penalty: 4790.036621
	Iteration 0F: 3 clusters Score -1841600 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1845268.875000 Penalty: 4790.036621
	Iteration 1F: 3 clusters Score -1845269 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1845628.625000 Penalty: 4790.036621
	Iteration 2F: 3 clusters Score -1845629 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1845935.625000 Penalty: 4790.036621
	Iteration 3Q: 3 clusters Score -1845936 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1846255.750000 Penalty: 4790.036621
	Iteration 4Q: 3 clusters Score -1846256 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1846567.875000 Penalty: 4790.036621
	Iteration 5Q: 3 clusters Score -1846568 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1846954.125000 Penalty: 4790.036621
	Iteration 6Q: 3 clusters Score -1846954 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1847423.875000 Penalty: 4790.036621
	Iteration 7F: 3 clusters Score -1847424 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1848045.875000 Penalty: 4790.036621
	Iteration 8F: 3 clusters Score -1848046 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1848827.500000 Penalty: 4790.036621
	Iteration 9F: 3 clusters Score -1848828 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1849556.500000 Penalty: 4790.036621
	Iteration 10F: 3 clusters Score -1849556 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1850097.750000 Penalty: 4790.036621
	Iteration 11Q: 3 clusters Score -1850098 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1850424.250000 Penalty: 4790.036621
	Iteration 12Q: 3 clusters Score -1850424 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1850597.375000 Penalty: 4790.036621
	Iteration 13Q: 3 clusters Score -1850597 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1850734.875000 Penalty: 4790.036621
	Iteration 14Q: 3 clusters Score -1850735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1850809.125000 Penalty: 4790.036621
	Iteration 15Q: 3 clusters Score -1850809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1850839.750000 Penalty: 4790.036621
	Iteration 16Q: 3 clusters Score -1850840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1850865.750000 Penalty: 4790.036621
	Iteration 17Q: 3 clusters Score -1850866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1850888.125000 Penalty: 4790.036621
	Iteration 18Q: 3 clusters Score -1850888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1850905.625000 Penalty: 4790.036621
	Iteration 19Q: 3 clusters Score -1850906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1850913.500000 Penalty: 4790.036621
	Iteration 20F: 3 clusters Score -1850914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1850921.750000 Penalty: 4790.036621
	Iteration 21Q: 3 clusters Score -1850922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1850923.375000 Penalty: 4790.036621
	Iteration 22Q: 3 clusters Score -1850923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1850929.500000 Penalty: 4790.036621
	Iteration 23Q: 3 clusters Score -1850930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1850932.750000 Penalty: 4790.036621
	Iteration 24Q: 3 clusters Score -1850933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1850944.250000 Penalty: 4790.036621
	Iteration 25Q: 3 clusters Score -1850944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1850951.000000 Penalty: 4790.036621
	Iteration 26Q: 3 clusters Score -1850951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1850955.875000 Penalty: 4790.036621
	Iteration 27Q: 3 clusters Score -1850956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1850956.250000 Penalty: 4790.036621
	Iteration 28Q: 3 clusters Score -1850956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1850956.250000 Penalty: 4790.036621
	Iteration 29F: 3 clusters Score -1850956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (60662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Entering Unmasked Estep 
Score: -7029040.500000 Penalty: 2731.242188
	Iteration 0F: 2 clusters Score -7029040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -6988409.500000 Penalty: 5462.484375
	Iteration 0F: 3 clusters Score -6988410 nChanged 28101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -7004899.500000 Penalty: 5462.484375
	Iteration 1F: 3 clusters Score -7004900 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -7006756.000000 Penalty: 5462.484375
	Iteration 2F: 3 clusters Score -7006756 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -7009601.000000 Penalty: 5462.484375
	Iteration 3F: 3 clusters Score -7009601 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -7013165.000000 Penalty: 5462.484375
	Iteration 4F: 3 clusters Score -7013165 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -7016559.500000 Penalty: 5462.484375
	Iteration 5F: 3 clusters Score -7016560 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -7019256.500000 Penalty: 5462.484375
	Iteration 6F: 3 clusters Score -7019256 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -7021274.500000 Penalty: 5462.484375
	Iteration 7F: 3 clusters Score -7021274 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -7022806.000000 Penalty: 5462.484375
	Iteration 8Q: 3 clusters Score -7022806 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -7024027.000000 Penalty: 5462.484375
	Iteration 9Q: 3 clusters Score -7024027 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -7025017.000000 Penalty: 5462.484375
	Iteration 10Q: 3 clusters Score -7025017 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -7025898.500000 Penalty: 5462.484375
	Iteration 11Q: 3 clusters Score -7025898 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7026555.500000 Penalty: 5462.484375
	Iteration 12Q: 3 clusters Score -7026556 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57163 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -7026985.000000 Penalty: 5462.484375
	Iteration 13Q: 3 clusters Score -7026985 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7027220.000000 Penalty: 5462.484375
	Iteration 14Q: 3 clusters Score -7027220 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7027371.000000 Penalty: 5462.484375
	Iteration 15Q: 3 clusters Score -7027371 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7027495.000000 Penalty: 5462.484375
	Iteration 16Q: 3 clusters Score -7027495 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7027591.500000 Penalty: 5462.484375
	Iteration 17Q: 3 clusters Score -7027592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7027661.000000 Penalty: 5462.484375
	Iteration 18Q: 3 clusters Score -7027661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -7027668.500000 Penalty: 5462.484375
	Iteration 19Q: 3 clusters Score -7027668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7027694.500000 Penalty: 5462.484375
	Iteration 20F: 3 clusters Score -7027694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7027700.500000 Penalty: 5462.484375
	Iteration 21Q: 3 clusters Score -7027700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7027721.000000 Penalty: 5462.484375
	Iteration 22Q: 3 clusters Score -7027721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7027726.500000 Penalty: 5462.484375
	Iteration 23Q: 3 clusters Score -7027726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7027739.500000 Penalty: 5462.484375
	Iteration 24Q: 3 clusters Score -7027740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7027742.500000 Penalty: 5462.484375
	Iteration 25Q: 3 clusters Score -7027742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7027738.500000 Penalty: 5462.484375
	Iteration 26Q: 3 clusters Score -7027738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7027742.000000 Penalty: 5462.484375
	Iteration 27Q: 3 clusters Score -7027742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7027742.500000 Penalty: 5462.484375
	Iteration 28Q: 3 clusters Score -7027742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7027744.500000 Penalty: 5462.484375
	Iteration 29Q: 3 clusters Score -7027744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7027743.500000 Penalty: 5462.484375
	Iteration 30Q: 3 clusters Score -7027744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7027746.000000 Penalty: 5462.484375
	Iteration 31Q: 3 clusters Score -7027746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7027743.000000 Penalty: 5462.484375
	Iteration 32Q: 3 clusters Score -7027743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -7027738.000000 Penalty: 5462.484375
	Iteration 33Q: 3 clusters Score -7027738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -7027738.000000 Penalty: 5462.484375
	Iteration 34Q: 3 clusters Score -7027738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -7027755.500000 Penalty: 5462.484375
	Iteration 35Q: 3 clusters Score -7027756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7027756.500000 Penalty: 5462.484375
	Iteration 36Q: 3 clusters Score -7027756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7027759.000000 Penalty: 5462.484375
	Iteration 37Q: 3 clusters Score -7027759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7027756.000000 Penalty: 5462.484375
	Iteration 38Q: 3 clusters Score -7027756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7027756.500000 Penalty: 5462.484375
	Iteration 39Q: 3 clusters Score -7027756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7027750.500000 Penalty: 5462.484375
	Iteration 40F: 3 clusters Score -7027750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7027750.000000 Penalty: 5462.484375
	Iteration 41Q: 3 clusters Score -7027750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7027755.500000 Penalty: 5462.484375
	Iteration 42Q: 3 clusters Score -7027756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7027764.500000 Penalty: 5462.484375
	Iteration 43Q: 3 clusters Score -7027764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7027764.000000 Penalty: 5462.484375
	Iteration 44Q: 3 clusters Score -7027764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7027755.500000 Penalty: 5462.484375
	Iteration 45Q: 3 clusters Score -7027756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7027757.500000 Penalty: 5462.484375
	Iteration 46Q: 3 clusters Score -7027758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7027761.500000 Penalty: 5462.484375
	Iteration 47Q: 3 clusters Score -7027762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7027761.500000 Penalty: 5462.484375
	Iteration 48Q: 3 clusters Score -7027762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7027758.500000 Penalty: 5462.484375
	Iteration 49Q: 3 clusters Score -7027758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7027755.000000 Penalty: 5462.484375
	Iteration 50Q: 3 clusters Score -7027755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7027759.000000 Penalty: 5462.484375
	Iteration 51Q: 3 clusters Score -7027759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7027773.500000 Penalty: 5462.484375
	Iteration 52Q: 3 clusters Score -7027774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7027767.000000 Penalty: 5462.484375
	Iteration 53Q: 3 clusters Score -7027767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7027777.000000 Penalty: 5462.484375
	Iteration 54Q: 3 clusters Score -7027777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7027772.500000 Penalty: 5462.484375
	Iteration 55Q: 3 clusters Score -7027772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7027776.500000 Penalty: 5462.484375
	Iteration 56Q: 3 clusters Score -7027776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7027778.000000 Penalty: 5462.484375
	Iteration 57Q: 3 clusters Score -7027778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7027773.500000 Penalty: 5462.484375
	Iteration 58Q: 3 clusters Score -7027774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7027773.000000 Penalty: 5462.484375
	Iteration 59Q: 3 clusters Score -7027773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7027771.500000 Penalty: 5462.484375
	Iteration 60F: 3 clusters Score -7027772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7027781.000000 Penalty: 5462.484375
	Iteration 61Q: 3 clusters Score -7027781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7027790.000000 Penalty: 5462.484375
	Iteration 62Q: 3 clusters Score -7027790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7027785.000000 Penalty: 5462.484375
	Iteration 63Q: 3 clusters Score -7027785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7027787.500000 Penalty: 5462.484375
	Iteration 64Q: 3 clusters Score -7027788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7027790.500000 Penalty: 5462.484375
	Iteration 65Q: 3 clusters Score -7027790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7027793.000000 Penalty: 5462.484375
	Iteration 66Q: 3 clusters Score -7027793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7027788.000000 Penalty: 5462.484375
	Iteration 67Q: 3 clusters Score -7027788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7027796.500000 Penalty: 5462.484375
	Iteration 68Q: 3 clusters Score -7027796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -7027803.500000 Penalty: 5462.484375
	Iteration 69Q: 3 clusters Score -7027804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7027812.500000 Penalty: 5462.484375
	Iteration 70Q: 3 clusters Score -7027812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7027811.000000 Penalty: 5462.484375
	Iteration 71Q: 3 clusters Score -7027811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7027814.000000 Penalty: 5462.484375
	Iteration 72Q: 3 clusters Score -7027814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7027818.500000 Penalty: 5462.484375
	Iteration 73Q: 3 clusters Score -7027818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7027813.000000 Penalty: 5462.484375
	Iteration 74Q: 3 clusters Score -7027813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7027813.000000 Penalty: 5462.484375
	Iteration 75F: 3 clusters Score -7027813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Entering Unmasked Estep 
Score: -4491943.500000 Penalty: 2639.906006
	Iteration 0F: 2 clusters Score -4491944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4463483.500000 Penalty: 5279.812012
	Iteration 0F: 3 clusters Score -4463484 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4474644.500000 Penalty: 5279.812012
	Iteration 1F: 3 clusters Score -4474644 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4475728.500000 Penalty: 5279.812012
	Iteration 2F: 3 clusters Score -4475728 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4476846.000000 Penalty: 5279.812012
	Iteration 3F: 3 clusters Score -4476846 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4478050.000000 Penalty: 5279.812012
	Iteration 4F: 3 clusters Score -4478050 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -4479219.500000 Penalty: 5279.812012
	Iteration 5F: 3 clusters Score -4479220 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4480321.000000 Penalty: 5279.812012
	Iteration 6F: 3 clusters Score -4480321 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -4481362.500000 Penalty: 5279.812012
	Iteration 7Q: 3 clusters Score -4481362 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4482145.000000 Penalty: 5279.812012
	Iteration 8Q: 3 clusters Score -4482145 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4482775.500000 Penalty: 5279.812012
	Iteration 9Q: 3 clusters Score -4482776 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -4483345.500000 Penalty: 5279.812012
	Iteration 10Q: 3 clusters Score -4483346 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -4483818.500000 Penalty: 5279.812012
	Iteration 11Q: 3 clusters Score -4483818 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -4484260.500000 Penalty: 5279.812012
	Iteration 12Q: 3 clusters Score -4484260 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -4484697.500000 Penalty: 5279.812012
	Iteration 13Q: 3 clusters Score -4484698 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -4485138.500000 Penalty: 5279.812012
	Iteration 14Q: 3 clusters Score -4485138 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -4485698.000000 Penalty: 5279.812012
	Iteration 15Q: 3 clusters Score -4485698 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4486270.000000 Penalty: 5279.812012
	Iteration 16Q: 3 clusters Score -4486270 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4486914.500000 Penalty: 5279.812012
	Iteration 17Q: 3 clusters Score -4486914 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4487499.000000 Penalty: 5279.812012
	Iteration 18Q: 3 clusters Score -4487499 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4488026.500000 Penalty: 5279.812012
	Iteration 19Q: 3 clusters Score -4488026 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -4488488.000000 Penalty: 5279.812012
	Iteration 20F: 3 clusters Score -4488488 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -4488900.500000 Penalty: 5279.812012
	Iteration 21Q: 3 clusters Score -4488900 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -4489223.500000 Penalty: 5279.812012
	Iteration 22Q: 3 clusters Score -4489224 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4489462.000000 Penalty: 5279.812012
	Iteration 23Q: 3 clusters Score -4489462 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -4489631.500000 Penalty: 5279.812012
	Iteration 24Q: 3 clusters Score -4489632 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4489767.500000 Penalty: 5279.812012
	Iteration 25Q: 3 clusters Score -4489768 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -4489837.500000 Penalty: 5279.812012
	Iteration 26Q: 3 clusters Score -4489838 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4489922.500000 Penalty: 5279.812012
	Iteration 27Q: 3 clusters Score -4489922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -4489980.500000 Penalty: 5279.812012
	Iteration 28Q: 3 clusters Score -4489980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4490019.000000 Penalty: 5279.812012
	Iteration 29Q: 3 clusters Score -4490019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4490053.500000 Penalty: 5279.812012
	Iteration 30Q: 3 clusters Score -4490054 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -4490094.000000 Penalty: 5279.812012
	Iteration 31Q: 3 clusters Score -4490094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -4490115.500000 Penalty: 5279.812012
	Iteration 32Q: 3 clusters Score -4490116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4490142.000000 Penalty: 5279.812012
	Iteration 33Q: 3 clusters Score -4490142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -4490165.500000 Penalty: 5279.812012
	Iteration 34Q: 3 clusters Score -4490166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -4490175.500000 Penalty: 5279.812012
	Iteration 35Q: 3 clusters Score -4490176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -4490212.000000 Penalty: 5279.812012
	Iteration 36Q: 3 clusters Score -4490212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -4490228.500000 Penalty: 5279.812012
	Iteration 37Q: 3 clusters Score -4490228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -4490240.000000 Penalty: 5279.812012
	Iteration 38Q: 3 clusters Score -4490240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -4490247.000000 Penalty: 5279.812012
	Iteration 39Q: 3 clusters Score -4490247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -4490253.500000 Penalty: 5279.812012
	Iteration 40F: 3 clusters Score -4490254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -4490264.000000 Penalty: 5279.812012
	Iteration 41Q: 3 clusters Score -4490264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -4490268.000000 Penalty: 5279.812012
	Iteration 42Q: 3 clusters Score -4490268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -4490282.500000 Penalty: 5279.812012
	Iteration 43Q: 3 clusters Score -4490282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -4490296.000000 Penalty: 5279.812012
	Iteration 44Q: 3 clusters Score -4490296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -4490294.000000 Penalty: 5279.812012
	Iteration 45Q: 3 clusters Score -4490294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -4490296.000000 Penalty: 5279.812012
	Iteration 46Q: 3 clusters Score -4490296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -4490305.000000 Penalty: 5279.812012
	Iteration 47Q: 3 clusters Score -4490305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -4490308.000000 Penalty: 5279.812012
	Iteration 48Q: 3 clusters Score -4490308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -4490310.500000 Penalty: 5279.812012
	Iteration 49Q: 3 clusters Score -4490310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -4490316.000000 Penalty: 5279.812012
	Iteration 50Q: 3 clusters Score -4490316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -4490317.000000 Penalty: 5279.812012
	Iteration 51Q: 3 clusters Score -4490317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -4490320.000000 Penalty: 5279.812012
	Iteration 52Q: 3 clusters Score -4490320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4490321.500000 Penalty: 5279.812012
	Iteration 53Q: 3 clusters Score -4490322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -4490327.500000 Penalty: 5279.812012
	Iteration 54Q: 3 clusters Score -4490328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -4490330.500000 Penalty: 5279.812012
	Iteration 55Q: 3 clusters Score -4490330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -4490336.000000 Penalty: 5279.812012
	Iteration 56Q: 3 clusters Score -4490336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -4490338.000000 Penalty: 5279.812012
	Iteration 57Q: 3 clusters Score -4490338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -4490339.000000 Penalty: 5279.812012
	Iteration 58Q: 3 clusters Score -4490339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -4490339.000000 Penalty: 5279.812012
	Iteration 59F: 3 clusters Score -4490339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Entering Unmasked Estep 
Score: -3209525.000000 Penalty: 2532.138672
	Iteration 0F: 2 clusters Score -3209525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3190850.750000 Penalty: 5064.277344
	Iteration 0F: 3 clusters Score -3190851 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3197723.250000 Penalty: 5064.277344
	Iteration 1F: 3 clusters Score -3197723 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3198379.500000 Penalty: 5064.277344
	Iteration 2F: 3 clusters Score -3198380 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3199068.750000 Penalty: 5064.277344
	Iteration 3F: 3 clusters Score -3199069 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -3199922.000000 Penalty: 5064.277344
	Iteration 4F: 3 clusters Score -3199922 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3200939.500000 Penalty: 5064.277344
	Iteration 5F: 3 clusters Score -3200940 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3202072.000000 Penalty: 5064.277344
	Iteration 6F: 3 clusters Score -3202072 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3203115.750000 Penalty: 5064.277344
	Iteration 7F: 3 clusters Score -3203116 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3204055.750000 Penalty: 5064.277344
	Iteration 8F: 3 clusters Score -3204056 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3204795.750000 Penalty: 5064.277344
	Iteration 9Q: 3 clusters Score -3204796 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3205341.750000 Penalty: 5064.277344
	Iteration 10Q: 3 clusters Score -3205342 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3205782.000000 Penalty: 5064.277344
	Iteration 11Q: 3 clusters Score -3205782 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3206164.000000 Penalty: 5064.277344
	Iteration 12Q: 3 clusters Score -3206164 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -3206594.000000 Penalty: 5064.277344
	Iteration 13Q: 3 clusters Score -3206594 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3206950.500000 Penalty: 5064.277344
	Iteration 14Q: 3 clusters Score -3206950 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3207275.250000 Penalty: 5064.277344
	Iteration 15Q: 3 clusters Score -3207275 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -3207603.750000 Penalty: 5064.277344
	Iteration 16Q: 3 clusters Score -3207604 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3207920.500000 Penalty: 5064.277344
	Iteration 17Q: 3 clusters Score -3207920 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3208189.750000 Penalty: 5064.277344
	Iteration 18Q: 3 clusters Score -3208190 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3208395.500000 Penalty: 5064.277344
	Iteration 19Q: 3 clusters Score -3208396 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3208568.750000 Penalty: 5064.277344
	Iteration 20F: 3 clusters Score -3208569 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3208701.250000 Penalty: 5064.277344
	Iteration 21Q: 3 clusters Score -3208701 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3208857.500000 Penalty: 5064.277344
	Iteration 22Q: 3 clusters Score -3208858 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3208948.250000 Penalty: 5064.277344
	Iteration 23Q: 3 clusters Score -3208948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3209001.000000 Penalty: 5064.277344
	Iteration 24Q: 3 clusters Score -3209001 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3209020.000000 Penalty: 5064.277344
	Iteration 25Q: 3 clusters Score -3209020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -3209036.500000 Penalty: 5064.277344
	Iteration 26Q: 3 clusters Score -3209036 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3209053.000000 Penalty: 5064.277344
	Iteration 27Q: 3 clusters Score -3209053 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3209060.000000 Penalty: 5064.277344
	Iteration 28Q: 3 clusters Score -3209060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3209073.500000 Penalty: 5064.277344
	Iteration 29Q: 3 clusters Score -3209074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3209072.500000 Penalty: 5064.277344
	Iteration 30Q: 3 clusters Score -3209072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3209086.250000 Penalty: 5064.277344
	Iteration 31Q: 3 clusters Score -3209086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -3209083.000000 Penalty: 5064.277344
	Iteration 32Q: 3 clusters Score -3209083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3209084.250000 Penalty: 5064.277344
	Iteration 33Q: 3 clusters Score -3209084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3209085.500000 Penalty: 5064.277344
	Iteration 34Q: 3 clusters Score -3209086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3209085.500000 Penalty: 5064.277344
	Iteration 35Q: 3 clusters Score -3209086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3209076.250000 Penalty: 5064.277344
	Iteration 36Q: 3 clusters Score -3209076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3209077.250000 Penalty: 5064.277344
	Iteration 37Q: 3 clusters Score -3209077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3209074.750000 Penalty: 5064.277344
	Iteration 38Q: 3 clusters Score -3209075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3209076.250000 Penalty: 5064.277344
	Iteration 39Q: 3 clusters Score -3209076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3209087.750000 Penalty: 5064.277344
	Iteration 40F: 3 clusters Score -3209088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3209085.500000 Penalty: 5064.277344
	Iteration 41Q: 3 clusters Score -3209086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3209089.500000 Penalty: 5064.277344
	Iteration 42Q: 3 clusters Score -3209090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3209093.500000 Penalty: 5064.277344
	Iteration 43Q: 3 clusters Score -3209094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -3209094.250000 Penalty: 5064.277344
	Iteration 44Q: 3 clusters Score -3209094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -3209090.000000 Penalty: 5064.277344
	Iteration 45Q: 3 clusters Score -3209090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3209090.000000 Penalty: 5064.277344
	Iteration 46Q: 3 clusters Score -3209090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3209086.750000 Penalty: 5064.277344
	Iteration 47Q: 3 clusters Score -3209087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3209088.500000 Penalty: 5064.277344
	Iteration 48Q: 3 clusters Score -3209088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3209088.750000 Penalty: 5064.277344
	Iteration 49Q: 3 clusters Score -3209089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3209086.500000 Penalty: 5064.277344
	Iteration 50Q: 3 clusters Score -3209086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3209089.500000 Penalty: 5064.277344
	Iteration 51Q: 3 clusters Score -3209090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3209092.500000 Penalty: 5064.277344
	Iteration 52Q: 3 clusters Score -3209092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3209088.500000 Penalty: 5064.277344
	Iteration 53Q: 3 clusters Score -3209088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3209088.750000 Penalty: 5064.277344
	Iteration 54Q: 3 clusters Score -3209089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3209085.500000 Penalty: 5064.277344
	Iteration 55Q: 3 clusters Score -3209086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -3209085.500000 Penalty: 5064.277344
	Iteration 56F: 3 clusters Score -3209086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Entering Unmasked Estep 
Score: -4799017.000000 Penalty: 2636.574951
	Iteration 0F: 2 clusters Score -4799017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4771200.000000 Penalty: 5273.149902
	Iteration 0F: 3 clusters Score -4771200 nChanged 18909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4781664.500000 Penalty: 5273.149902
	Iteration 1F: 3 clusters Score -4781664 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4782383.000000 Penalty: 5273.149902
	Iteration 2F: 3 clusters Score -4782383 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4783059.500000 Penalty: 5273.149902
	Iteration 3Q: 3 clusters Score -4783060 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -4783816.000000 Penalty: 5273.149902
	Iteration 4Q: 3 clusters Score -4783816 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -4784688.000000 Penalty: 5273.149902
	Iteration 5Q: 3 clusters Score -4784688 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4785576.500000 Penalty: 5273.149902
	Iteration 6F: 3 clusters Score -4785576 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -4786672.500000 Penalty: 5273.149902
	Iteration 7F: 3 clusters Score -4786672 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4787875.000000 Penalty: 5273.149902
	Iteration 8F: 3 clusters Score -4787875 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4789243.000000 Penalty: 5273.149902
	Iteration 9F: 3 clusters Score -4789243 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -4790702.500000 Penalty: 5273.149902
	Iteration 10F: 3 clusters Score -4790702 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4792142.000000 Penalty: 5273.149902
	Iteration 11F: 3 clusters Score -4792142 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4793461.000000 Penalty: 5273.149902
	Iteration 12Q: 3 clusters Score -4793461 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4794502.500000 Penalty: 5273.149902
	Iteration 13Q: 3 clusters Score -4794502 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4795286.500000 Penalty: 5273.149902
	Iteration 14Q: 3 clusters Score -4795286 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4795841.000000 Penalty: 5273.149902
	Iteration 15Q: 3 clusters Score -4795841 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4796166.500000 Penalty: 5273.149902
	Iteration 16Q: 3 clusters Score -4796166 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4796373.500000 Penalty: 5273.149902
	Iteration 17Q: 3 clusters Score -4796374 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4796508.000000 Penalty: 5273.149902
	Iteration 18Q: 3 clusters Score -4796508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4796612.500000 Penalty: 5273.149902
	Iteration 19Q: 3 clusters Score -4796612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4796680.500000 Penalty: 5273.149902
	Iteration 20F: 3 clusters Score -4796680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4796737.000000 Penalty: 5273.149902
	Iteration 21Q: 3 clusters Score -4796737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4796757.000000 Penalty: 5273.149902
	Iteration 22Q: 3 clusters Score -4796757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4796762.000000 Penalty: 5273.149902
	Iteration 23Q: 3 clusters Score -4796762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4796777.000000 Penalty: 5273.149902
	Iteration 24Q: 3 clusters Score -4796777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4796785.500000 Penalty: 5273.149902
	Iteration 25Q: 3 clusters Score -4796786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4796797.000000 Penalty: 5273.149902
	Iteration 26Q: 3 clusters Score -4796797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4796813.000000 Penalty: 5273.149902
	Iteration 27Q: 3 clusters Score -4796813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4796818.500000 Penalty: 5273.149902
	Iteration 28Q: 3 clusters Score -4796818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4796831.000000 Penalty: 5273.149902
	Iteration 29Q: 3 clusters Score -4796831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4796836.500000 Penalty: 5273.149902
	Iteration 30Q: 3 clusters Score -4796836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4796844.500000 Penalty: 5273.149902
	Iteration 31Q: 3 clusters Score -4796844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4796847.500000 Penalty: 5273.149902
	Iteration 32Q: 3 clusters Score -4796848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4796839.500000 Penalty: 5273.149902
	Iteration 33Q: 3 clusters Score -4796840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4796840.500000 Penalty: 5273.149902
	Iteration 34Q: 3 clusters Score -4796840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4796843.000000 Penalty: 5273.149902
	Iteration 35Q: 3 clusters Score -4796843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4796846.500000 Penalty: 5273.149902
	Iteration 36Q: 3 clusters Score -4796846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4796851.500000 Penalty: 5273.149902
	Iteration 37Q: 3 clusters Score -4796852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4796858.500000 Penalty: 5273.149902
	Iteration 38Q: 3 clusters Score -4796858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4796861.000000 Penalty: 5273.149902
	Iteration 39Q: 3 clusters Score -4796861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4796861.000000 Penalty: 5273.149902
	Iteration 40F: 3 clusters Score -4796861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (34034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Entering Unmasked Estep 
Score: -3921965.750000 Penalty: 2587.908447
	Iteration 0F: 2 clusters Score -3921966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3898725.750000 Penalty: 5175.816895
	Iteration 0F: 3 clusters Score -3898726 nChanged 15430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3907143.000000 Penalty: 5175.816895
	Iteration 1F: 3 clusters Score -3907143 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3907627.750000 Penalty: 5175.816895
	Iteration 2Q: 3 clusters Score -3907628 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3908076.250000 Penalty: 5175.816895
	Iteration 3Q: 3 clusters Score -3908076 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3908532.250000 Penalty: 5175.816895
	Iteration 4Q: 3 clusters Score -3908532 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -3909200.750000 Penalty: 5175.816895
	Iteration 5Q: 3 clusters Score -3909201 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -3910136.500000 Penalty: 5175.816895
	Iteration 6F: 3 clusters Score -3910136 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3911426.000000 Penalty: 5175.816895
	Iteration 7F: 3 clusters Score -3911426 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3913200.500000 Penalty: 5175.816895
	Iteration 8F: 3 clusters Score -3913200 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3915329.750000 Penalty: 5175.816895
	Iteration 9F: 3 clusters Score -3915330 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3917227.750000 Penalty: 5175.816895
	Iteration 10F: 3 clusters Score -3917228 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3918485.500000 Penalty: 5175.816895
	Iteration 11Q: 3 clusters Score -3918486 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3919082.000000 Penalty: 5175.816895
	Iteration 12Q: 3 clusters Score -3919082 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3919399.750000 Penalty: 5175.816895
	Iteration 13Q: 3 clusters Score -3919400 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3919560.000000 Penalty: 5175.816895
	Iteration 14Q: 3 clusters Score -3919560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3919665.500000 Penalty: 5175.816895
	Iteration 15Q: 3 clusters Score -3919666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3919735.750000 Penalty: 5175.816895
	Iteration 16Q: 3 clusters Score -3919736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3919779.250000 Penalty: 5175.816895
	Iteration 17Q: 3 clusters Score -3919779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3919821.250000 Penalty: 5175.816895
	Iteration 18Q: 3 clusters Score -3919821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3919850.000000 Penalty: 5175.816895
	Iteration 19Q: 3 clusters Score -3919850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3919872.750000 Penalty: 5175.816895
	Iteration 20F: 3 clusters Score -3919873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3919879.250000 Penalty: 5175.816895
	Iteration 21Q: 3 clusters Score -3919879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3919884.500000 Penalty: 5175.816895
	Iteration 22Q: 3 clusters Score -3919884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3919898.250000 Penalty: 5175.816895
	Iteration 23Q: 3 clusters Score -3919898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3919900.000000 Penalty: 5175.816895
	Iteration 24Q: 3 clusters Score -3919900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3919901.000000 Penalty: 5175.816895
	Iteration 25Q: 3 clusters Score -3919901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3919910.500000 Penalty: 5175.816895
	Iteration 26Q: 3 clusters Score -3919910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3919909.000000 Penalty: 5175.816895
	Iteration 27Q: 3 clusters Score -3919909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3919912.250000 Penalty: 5175.816895
	Iteration 28Q: 3 clusters Score -3919912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3919912.250000 Penalty: 5175.816895
	Iteration 29F: 3 clusters Score -3919912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (185426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185426 members 
Entering Unmasked Estep 
Score: -21832756.000000 Penalty: 3008.342041
	Iteration 0F: 2 clusters Score -2.183276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92478 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -21714636.000000 Penalty: 6016.684082
	Iteration 0F: 3 clusters Score -2.171464e+07 nChanged 88778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 96454 members 
Entering Unmasked Estep 
Score: -21766544.000000 Penalty: 6016.684082
	Iteration 1F: 3 clusters Score -2.176654e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
Score: -21767792.000000 Penalty: 6016.684082
	Iteration 2Q: 3 clusters Score -2.176779e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 100963 members 
Entering Unmasked Estep 
Score: -21769820.000000 Penalty: 6016.684082
	Iteration 3Q: 3 clusters Score -2.176982e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80836 members 
Mstep: Class 2 contains 104590 members 
Entering Unmasked Estep 
Score: -21772900.000000 Penalty: 6016.684082
	Iteration 4Q: 3 clusters Score -2.17729e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75707 members 
Mstep: Class 2 contains 109719 members 
Entering Unmasked Estep 
Score: -21778110.000000 Penalty: 6016.684082
	Iteration 5Q: 3 clusters Score -2.177811e+07 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68807 members 
Mstep: Class 2 contains 116619 members 
Entering Unmasked Estep 
Score: -21785974.000000 Penalty: 6016.684082
	Iteration 6F: 3 clusters Score -2.178597e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 125259 members 
Entering Unmasked Estep 
Score: -21796342.000000 Penalty: 6016.684082
	Iteration 7F: 3 clusters Score -2.179634e+07 nChanged 12441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 134622 members 
Entering Unmasked Estep 
Score: -21806800.000000 Penalty: 6016.684082
	Iteration 8F: 3 clusters Score -2.18068e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 143696 members 
Entering Unmasked Estep 
Score: -21815572.000000 Penalty: 6016.684082
	Iteration 9F: 3 clusters Score -2.181557e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 151672 members 
Entering Unmasked Estep 
Score: -21821832.000000 Penalty: 6016.684082
	Iteration 10Q: 3 clusters Score -2.182183e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 158388 members 
Entering Unmasked Estep 
Score: -21826206.000000 Penalty: 6016.684082
	Iteration 11Q: 3 clusters Score -2.182621e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -21828754.000000 Penalty: 6016.684082
	Iteration 12Q: 3 clusters Score -2.182875e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -21830196.000000 Penalty: 6016.684082
	Iteration 13Q: 3 clusters Score -2.18302e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -21831196.000000 Penalty: 6016.684082
	Iteration 14Q: 3 clusters Score -2.18312e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 173250 members 
Entering Unmasked Estep 
Score: -21831842.000000 Penalty: 6016.684082
	Iteration 15Q: 3 clusters Score -2.183184e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 174922 members 
Entering Unmasked Estep 
Score: -21832118.000000 Penalty: 6016.684082
	Iteration 16Q: 3 clusters Score -2.183212e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 176174 members 
Entering Unmasked Estep 
Score: -21832248.000000 Penalty: 6016.684082
	Iteration 17Q: 3 clusters Score -2.183225e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 177076 members 
Entering Unmasked Estep 
Score: -21832432.000000 Penalty: 6016.684082
	Iteration 18Q: 3 clusters Score -2.183243e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -21832478.000000 Penalty: 6016.684082
	Iteration 19Q: 3 clusters Score -2.183248e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 178358 members 
Entering Unmasked Estep 
Score: -21832482.000000 Penalty: 6016.684082
	Iteration 20F: 3 clusters Score -2.183248e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -21832526.000000 Penalty: 6016.684082
	Iteration 21Q: 3 clusters Score -2.183253e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 179186 members 
Entering Unmasked Estep 
Score: -21832484.000000 Penalty: 6016.684082
	Iteration 22Q: 3 clusters Score -2.183248e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 179463 members 
Entering Unmasked Estep 
Score: -21832514.000000 Penalty: 6016.684082
	Iteration 23Q: 3 clusters Score -2.183251e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -21832556.000000 Penalty: 6016.684082
	Iteration 24Q: 3 clusters Score -2.183256e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 179886 members 
Entering Unmasked Estep 
Score: -21832536.000000 Penalty: 6016.684082
	Iteration 25Q: 3 clusters Score -2.183254e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 180028 members 
Entering Unmasked Estep 
Score: -21832496.000000 Penalty: 6016.684082
	Iteration 26Q: 3 clusters Score -2.18325e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -21832506.000000 Penalty: 6016.684082
	Iteration 27Q: 3 clusters Score -2.183251e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 180237 members 
Entering Unmasked Estep 
Score: -21832508.000000 Penalty: 6016.684082
	Iteration 28Q: 3 clusters Score -2.183251e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 180322 members 
Entering Unmasked Estep 
Score: -21832488.000000 Penalty: 6016.684082
	Iteration 29Q: 3 clusters Score -2.183249e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 180405 members 
Entering Unmasked Estep 
Score: -21832482.000000 Penalty: 6016.684082
	Iteration 30Q: 3 clusters Score -2.183248e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 180480 members 
Entering Unmasked Estep 
Score: -21832488.000000 Penalty: 6016.684082
	Iteration 31Q: 3 clusters Score -2.183249e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 180537 members 
Entering Unmasked Estep 
Score: -21832460.000000 Penalty: 6016.684082
	Iteration 32Q: 3 clusters Score -2.183246e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 180576 members 
Entering Unmasked Estep 
Score: -21832478.000000 Penalty: 6016.684082
	Iteration 33Q: 3 clusters Score -2.183248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 180611 members 
Entering Unmasked Estep 
Score: -21832466.000000 Penalty: 6016.684082
	Iteration 34Q: 3 clusters Score -2.183247e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 180644 members 
Entering Unmasked Estep 
Score: -21832464.000000 Penalty: 6016.684082
	Iteration 35Q: 3 clusters Score -2.183246e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 180684 members 
Entering Unmasked Estep 
Score: -21832464.000000 Penalty: 6016.684082
	Iteration 36Q: 3 clusters Score -2.183246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 180708 members 
Entering Unmasked Estep 
Score: -21832492.000000 Penalty: 6016.684082
	Iteration 37Q: 3 clusters Score -2.183249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 180734 members 
Entering Unmasked Estep 
Score: -21832472.000000 Penalty: 6016.684082
	Iteration 38Q: 3 clusters Score -2.183247e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 180768 members 
Entering Unmasked Estep 
Score: -21832484.000000 Penalty: 6016.684082
	Iteration 39Q: 3 clusters Score -2.183248e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 180798 members 
Entering Unmasked Estep 
Score: -21832454.000000 Penalty: 6016.684082
	Iteration 40F: 3 clusters Score -2.183245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 180819 members 
Entering Unmasked Estep 
Score: -21832446.000000 Penalty: 6016.684082
	Iteration 41Q: 3 clusters Score -2.183245e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 180845 members 
Entering Unmasked Estep 
Score: -21832450.000000 Penalty: 6016.684082
	Iteration 42Q: 3 clusters Score -2.183245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 180874 members 
Entering Unmasked Estep 
Score: -21832430.000000 Penalty: 6016.684082
	Iteration 43Q: 3 clusters Score -2.183243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 180893 members 
Entering Unmasked Estep 
Score: -21832424.000000 Penalty: 6016.684082
	Iteration 44Q: 3 clusters Score -2.183242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -21832410.000000 Penalty: 6016.684082
	Iteration 45Q: 3 clusters Score -2.183241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 180924 members 
Entering Unmasked Estep 
Score: -21832422.000000 Penalty: 6016.684082
	Iteration 46Q: 3 clusters Score -2.183242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -21832422.000000 Penalty: 6016.684082
	Iteration 47Q: 3 clusters Score -2.183242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -21832420.000000 Penalty: 6016.684082
	Iteration 48Q: 3 clusters Score -2.183242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -21832432.000000 Penalty: 6016.684082
	Iteration 49Q: 3 clusters Score -2.183243e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 180991 members 
Entering Unmasked Estep 
Score: -21832414.000000 Penalty: 6016.684082
	Iteration 50Q: 3 clusters Score -2.183241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 181005 members 
Entering Unmasked Estep 
Score: -21832422.000000 Penalty: 6016.684082
	Iteration 51Q: 3 clusters Score -2.183242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 181015 members 
Entering Unmasked Estep 
Score: -21832426.000000 Penalty: 6016.684082
	Iteration 52Q: 3 clusters Score -2.183243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -21832426.000000 Penalty: 6016.684082
	Iteration 53Q: 3 clusters Score -2.183243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -21832422.000000 Penalty: 6016.684082
	Iteration 54Q: 3 clusters Score -2.183242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -21832410.000000 Penalty: 6016.684082
	Iteration 55Q: 3 clusters Score -2.183241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 181058 members 
Entering Unmasked Estep 
Score: -21832432.000000 Penalty: 6016.684082
	Iteration 56Q: 3 clusters Score -2.183243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 181065 members 
Entering Unmasked Estep 
Score: -21832430.000000 Penalty: 6016.684082
	Iteration 57Q: 3 clusters Score -2.183243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 181071 members 
Entering Unmasked Estep 
Score: -21832416.000000 Penalty: 6016.684082
	Iteration 58Q: 3 clusters Score -2.183242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 181077 members 
Entering Unmasked Estep 
Score: -21832416.000000 Penalty: 6016.684082
	Iteration 59Q: 3 clusters Score -2.183242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 181082 members 
Entering Unmasked Estep 
Score: -21832408.000000 Penalty: 6016.684082
	Iteration 60F: 3 clusters Score -2.183241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 181089 members 
Entering Unmasked Estep 
Score: -21832420.000000 Penalty: 6016.684082
	Iteration 61Q: 3 clusters Score -2.183242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 181098 members 
Entering Unmasked Estep 
Score: -21832428.000000 Penalty: 6016.684082
	Iteration 62Q: 3 clusters Score -2.183243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 181100 members 
Entering Unmasked Estep 
Score: -21832442.000000 Penalty: 6016.684082
	Iteration 63Q: 3 clusters Score -2.183244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 181102 members 
Entering Unmasked Estep 
Score: -21832430.000000 Penalty: 6016.684082
	Iteration 64Q: 3 clusters Score -2.183243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 181107 members 
Entering Unmasked Estep 
Score: -21832430.000000 Penalty: 6016.684082
	Iteration 65Q: 3 clusters Score -2.183243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 181108 members 
Entering Unmasked Estep 
Score: -21832422.000000 Penalty: 6016.684082
	Iteration 66Q: 3 clusters Score -2.183242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 181108 members 
Entering Unmasked Estep 
Score: -21832422.000000 Penalty: 6016.684082
	Iteration 67F: 3 clusters Score -2.183242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -1232735.250000 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -1232735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1224436.625000 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -1224437 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1226949.625000 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -1226950 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1227361.875000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -1227362 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1227676.625000 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -1227677 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1227902.875000 Penalty: 4622.231445
	Iteration 4Q: 3 clusters Score -1227903 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1228081.500000 Penalty: 4622.231445
	Iteration 5Q: 3 clusters Score -1228082 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1228248.000000 Penalty: 4622.231445
	Iteration 6Q: 3 clusters Score -1228248 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1228415.250000 Penalty: 4622.231445
	Iteration 7Q: 3 clusters Score -1228415 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1228598.500000 Penalty: 4622.231445
	Iteration 8Q: 3 clusters Score -1228598 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1228784.375000 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -1228784 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1229013.875000 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -1229014 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1229263.875000 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -1229264 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1229489.500000 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -1229490 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1229717.500000 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -1229718 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1229944.625000 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -1229945 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1230147.250000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -1230147 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1230308.000000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -1230308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1230441.750000 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -1230442 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1230539.000000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -1230539 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1230620.500000 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -1230620 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1230684.375000 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -1230684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1230731.500000 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -1230732 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1230763.500000 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -1230764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1230796.750000 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -1230797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1230816.250000 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -1230816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1230836.500000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -1230836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1230856.375000 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -1230856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1230868.875000 Penalty: 4622.231445
	Iteration 27Q: 3 clusters Score -1230869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1230878.750000 Penalty: 4622.231445
	Iteration 28Q: 3 clusters Score -1230879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1230891.625000 Penalty: 4622.231445
	Iteration 29Q: 3 clusters Score -1230892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1230911.375000 Penalty: 4622.231445
	Iteration 30Q: 3 clusters Score -1230911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1230922.625000 Penalty: 4622.231445
	Iteration 31Q: 3 clusters Score -1230923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1230931.125000 Penalty: 4622.231445
	Iteration 32Q: 3 clusters Score -1230931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1230933.625000 Penalty: 4622.231445
	Iteration 33Q: 3 clusters Score -1230934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1230939.125000 Penalty: 4622.231445
	Iteration 34Q: 3 clusters Score -1230939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1230942.625000 Penalty: 4622.231445
	Iteration 35Q: 3 clusters Score -1230943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1230944.625000 Penalty: 4622.231445
	Iteration 36Q: 3 clusters Score -1230945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1230949.125000 Penalty: 4622.231445
	Iteration 37Q: 3 clusters Score -1230949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1230949.875000 Penalty: 4622.231445
	Iteration 38Q: 3 clusters Score -1230950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1230952.125000 Penalty: 4622.231445
	Iteration 39Q: 3 clusters Score -1230952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1230958.375000 Penalty: 4622.231445
	Iteration 40F: 3 clusters Score -1230958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1230957.750000 Penalty: 4622.231445
	Iteration 41Q: 3 clusters Score -1230958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1230960.500000 Penalty: 4622.231445
	Iteration 42Q: 3 clusters Score -1230960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1230961.375000 Penalty: 4622.231445
	Iteration 43Q: 3 clusters Score -1230961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1230962.875000 Penalty: 4622.231445
	Iteration 44Q: 3 clusters Score -1230963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1230962.750000 Penalty: 4622.231445
	Iteration 45Q: 3 clusters Score -1230963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1230965.875000 Penalty: 4622.231445
	Iteration 46Q: 3 clusters Score -1230966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1230967.750000 Penalty: 4622.231445
	Iteration 47Q: 3 clusters Score -1230968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1230967.500000 Penalty: 4622.231445
	Iteration 48Q: 3 clusters Score -1230968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1230967.500000 Penalty: 4622.231445
	Iteration 49F: 3 clusters Score -1230968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Entering Unmasked Estep 
Score: -2813746.250000 Penalty: 2507.787109
	Iteration 0F: 2 clusters Score -2813746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2796661.250000 Penalty: 5015.574219
	Iteration 0F: 3 clusters Score -2796661 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2802519.750000 Penalty: 5015.574219
	Iteration 1F: 3 clusters Score -2802520 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2802889.500000 Penalty: 5015.574219
	Iteration 2Q: 3 clusters Score -2802890 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2803216.500000 Penalty: 5015.574219
	Iteration 3Q: 3 clusters Score -2803216 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2803547.750000 Penalty: 5015.574219
	Iteration 4Q: 3 clusters Score -2803548 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2803870.500000 Penalty: 5015.574219
	Iteration 5Q: 3 clusters Score -2803870 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2804303.500000 Penalty: 5015.574219
	Iteration 6Q: 3 clusters Score -2804304 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2804988.250000 Penalty: 5015.574219
	Iteration 7Q: 3 clusters Score -2804988 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2806110.750000 Penalty: 5015.574219
	Iteration 8F: 3 clusters Score -2806111 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2807408.000000 Penalty: 5015.574219
	Iteration 9F: 3 clusters Score -2807408 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2808595.750000 Penalty: 5015.574219
	Iteration 10F: 3 clusters Score -2808596 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2809594.750000 Penalty: 5015.574219
	Iteration 11F: 3 clusters Score -2809595 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2810304.000000 Penalty: 5015.574219
	Iteration 12Q: 3 clusters Score -2810304 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2810838.500000 Penalty: 5015.574219
	Iteration 13Q: 3 clusters Score -2810838 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2811286.500000 Penalty: 5015.574219
	Iteration 14Q: 3 clusters Score -2811286 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2811523.500000 Penalty: 5015.574219
	Iteration 15Q: 3 clusters Score -2811524 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2811740.250000 Penalty: 5015.574219
	Iteration 16Q: 3 clusters Score -2811740 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2811881.750000 Penalty: 5015.574219
	Iteration 17Q: 3 clusters Score -2811882 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2811980.250000 Penalty: 5015.574219
	Iteration 18Q: 3 clusters Score -2811980 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2812072.750000 Penalty: 5015.574219
	Iteration 19Q: 3 clusters Score -2812073 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2812150.750000 Penalty: 5015.574219
	Iteration 20F: 3 clusters Score -2812151 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2812224.500000 Penalty: 5015.574219
	Iteration 21Q: 3 clusters Score -2812224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2812279.750000 Penalty: 5015.574219
	Iteration 22Q: 3 clusters Score -2812280 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2812319.750000 Penalty: 5015.574219
	Iteration 23Q: 3 clusters Score -2812320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2812364.000000 Penalty: 5015.574219
	Iteration 24Q: 3 clusters Score -2812364 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2812393.250000 Penalty: 5015.574219
	Iteration 25Q: 3 clusters Score -2812393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2812422.500000 Penalty: 5015.574219
	Iteration 26Q: 3 clusters Score -2812422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2812446.250000 Penalty: 5015.574219
	Iteration 27Q: 3 clusters Score -2812446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2812468.250000 Penalty: 5015.574219
	Iteration 28Q: 3 clusters Score -2812468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2812478.500000 Penalty: 5015.574219
	Iteration 29Q: 3 clusters Score -2812478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2812493.500000 Penalty: 5015.574219
	Iteration 30Q: 3 clusters Score -2812494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2812507.000000 Penalty: 5015.574219
	Iteration 31Q: 3 clusters Score -2812507 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2812524.750000 Penalty: 5015.574219
	Iteration 32Q: 3 clusters Score -2812525 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2812535.000000 Penalty: 5015.574219
	Iteration 33Q: 3 clusters Score -2812535 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2812550.500000 Penalty: 5015.574219
	Iteration 34Q: 3 clusters Score -2812550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2812565.250000 Penalty: 5015.574219
	Iteration 35Q: 3 clusters Score -2812565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2812576.000000 Penalty: 5015.574219
	Iteration 36Q: 3 clusters Score -2812576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2812579.250000 Penalty: 5015.574219
	Iteration 37Q: 3 clusters Score -2812579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2812598.500000 Penalty: 5015.574219
	Iteration 38Q: 3 clusters Score -2812598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2812612.500000 Penalty: 5015.574219
	Iteration 39Q: 3 clusters Score -2812612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2812623.500000 Penalty: 5015.574219
	Iteration 40F: 3 clusters Score -2812624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2812631.750000 Penalty: 5015.574219
	Iteration 41Q: 3 clusters Score -2812632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2812640.750000 Penalty: 5015.574219
	Iteration 42Q: 3 clusters Score -2812641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2812646.000000 Penalty: 5015.574219
	Iteration 43Q: 3 clusters Score -2812646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2812652.500000 Penalty: 5015.574219
	Iteration 44Q: 3 clusters Score -2812652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2812655.250000 Penalty: 5015.574219
	Iteration 45Q: 3 clusters Score -2812655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2812657.750000 Penalty: 5015.574219
	Iteration 46Q: 3 clusters Score -2812658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2812658.000000 Penalty: 5015.574219
	Iteration 47Q: 3 clusters Score -2812658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2812662.750000 Penalty: 5015.574219
	Iteration 48Q: 3 clusters Score -2812663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2812670.750000 Penalty: 5015.574219
	Iteration 49Q: 3 clusters Score -2812671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2812682.000000 Penalty: 5015.574219
	Iteration 50Q: 3 clusters Score -2812682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2812686.000000 Penalty: 5015.574219
	Iteration 51Q: 3 clusters Score -2812686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2812682.750000 Penalty: 5015.574219
	Iteration 52Q: 3 clusters Score -2812683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2812681.000000 Penalty: 5015.574219
	Iteration 53Q: 3 clusters Score -2812681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2812688.750000 Penalty: 5015.574219
	Iteration 54Q: 3 clusters Score -2812689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2812687.500000 Penalty: 5015.574219
	Iteration 55Q: 3 clusters Score -2812688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2812683.500000 Penalty: 5015.574219
	Iteration 56Q: 3 clusters Score -2812684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2812689.750000 Penalty: 5015.574219
	Iteration 57Q: 3 clusters Score -2812690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2812696.500000 Penalty: 5015.574219
	Iteration 58Q: 3 clusters Score -2812696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2812696.500000 Penalty: 5015.574219
	Iteration 59Q: 3 clusters Score -2812696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2812696.000000 Penalty: 5015.574219
	Iteration 60F: 3 clusters Score -2812696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2812695.250000 Penalty: 5015.574219
	Iteration 61Q: 3 clusters Score -2812695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2812688.750000 Penalty: 5015.574219
	Iteration 62Q: 3 clusters Score -2812689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2812695.750000 Penalty: 5015.574219
	Iteration 63Q: 3 clusters Score -2812696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2812694.000000 Penalty: 5015.574219
	Iteration 64Q: 3 clusters Score -2812694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2812698.500000 Penalty: 5015.574219
	Iteration 65Q: 3 clusters Score -2812698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2812698.750000 Penalty: 5015.574219
	Iteration 66Q: 3 clusters Score -2812699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2812704.000000 Penalty: 5015.574219
	Iteration 67Q: 3 clusters Score -2812704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2812700.750000 Penalty: 5015.574219
	Iteration 68Q: 3 clusters Score -2812701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2812699.750000 Penalty: 5015.574219
	Iteration 69Q: 3 clusters Score -2812700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2812702.750000 Penalty: 5015.574219
	Iteration 70Q: 3 clusters Score -2812703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2812702.750000 Penalty: 5015.574219
	Iteration 71Q: 3 clusters Score -2812703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2812702.750000 Penalty: 5015.574219
	Iteration 72Q: 3 clusters Score -2812703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2812702.250000 Penalty: 5015.574219
	Iteration 73Q: 3 clusters Score -2812702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2812699.500000 Penalty: 5015.574219
	Iteration 74Q: 3 clusters Score -2812700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2812700.500000 Penalty: 5015.574219
	Iteration 75Q: 3 clusters Score -2812700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2812702.500000 Penalty: 5015.574219
	Iteration 76Q: 3 clusters Score -2812702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2812701.750000 Penalty: 5015.574219
	Iteration 77Q: 3 clusters Score -2812702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2812703.500000 Penalty: 5015.574219
	Iteration 78Q: 3 clusters Score -2812704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2812705.250000 Penalty: 5015.574219
	Iteration 79Q: 3 clusters Score -2812705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2812702.000000 Penalty: 5015.574219
	Iteration 80F: 3 clusters Score -2812702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (123048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123048 members 
Entering Unmasked Estep 
Score: -14085886.000000 Penalty: 2906.641846
	Iteration 0F: 2 clusters Score -1.408589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61546 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -14003313.000000 Penalty: 5813.283691
	Iteration 0F: 3 clusters Score -1.400331e+07 nChanged 58543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -14036781.000000 Penalty: 5813.283691
	Iteration 1F: 3 clusters Score -1.403678e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -14037436.000000 Penalty: 5813.283691
	Iteration 2Q: 3 clusters Score -1.403744e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -14038360.000000 Penalty: 5813.283691
	Iteration 3Q: 3 clusters Score -1.403836e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -14039289.000000 Penalty: 5813.283691
	Iteration 4Q: 3 clusters Score -1.403929e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -14040583.000000 Penalty: 5813.283691
	Iteration 5Q: 3 clusters Score -1.404058e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -14042836.000000 Penalty: 5813.283691
	Iteration 6Q: 3 clusters Score -1.404284e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -14046644.000000 Penalty: 5813.283691
	Iteration 7F: 3 clusters Score -1.404664e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -14052687.000000 Penalty: 5813.283691
	Iteration 8F: 3 clusters Score -1.405269e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100350 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -14061352.000000 Penalty: 5813.283691
	Iteration 9F: 3 clusters Score -1.406135e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -14070849.000000 Penalty: 5813.283691
	Iteration 10F: 3 clusters Score -1.407085e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117386 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -14077932.000000 Penalty: 5813.283691
	Iteration 11F: 3 clusters Score -1.407793e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120987 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -14081499.000000 Penalty: 5813.283691
	Iteration 12Q: 3 clusters Score -1.40815e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122263 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14082721.000000 Penalty: 5813.283691
	Iteration 13Q: 3 clusters Score -1.408272e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122609 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -14083137.000000 Penalty: 5813.283691
	Iteration 14Q: 3 clusters Score -1.408314e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14083248.000000 Penalty: 5813.283691
	Iteration 15Q: 3 clusters Score -1.408325e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122733 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -14083301.000000 Penalty: 5813.283691
	Iteration 16Q: 3 clusters Score -1.40833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122744 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14083324.000000 Penalty: 5813.283691
	Iteration 17Q: 3 clusters Score -1.408332e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122757 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14083352.000000 Penalty: 5813.283691
	Iteration 18Q: 3 clusters Score -1.408335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122768 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -14083370.000000 Penalty: 5813.283691
	Iteration 19Q: 3 clusters Score -1.408337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -14083400.000000 Penalty: 5813.283691
	Iteration 20F: 3 clusters Score -1.40834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122782 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14083410.000000 Penalty: 5813.283691
	Iteration 21Q: 3 clusters Score -1.408341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122784 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14083405.000000 Penalty: 5813.283691
	Iteration 22Q: 3 clusters Score -1.40834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122783 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14083406.000000 Penalty: 5813.283691
	Iteration 23Q: 3 clusters Score -1.408341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122783 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14083406.000000 Penalty: 5813.283691
	Iteration 24F: 3 clusters Score -1.408341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Entering Unmasked Estep 
Score: -3759063.000000 Penalty: 2569.082275
	Iteration 0F: 2 clusters Score -3759063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3737557.750000 Penalty: 5138.164551
	Iteration 0F: 3 clusters Score -3737558 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3745400.250000 Penalty: 5138.164551
	Iteration 1F: 3 clusters Score -3745400 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3746120.500000 Penalty: 5138.164551
	Iteration 2F: 3 clusters Score -3746120 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -3747058.000000 Penalty: 5138.164551
	Iteration 3F: 3 clusters Score -3747058 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3748396.250000 Penalty: 5138.164551
	Iteration 4F: 3 clusters Score -3748396 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3750247.250000 Penalty: 5138.164551
	Iteration 5F: 3 clusters Score -3750247 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3752159.500000 Penalty: 5138.164551
	Iteration 6F: 3 clusters Score -3752160 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -3753758.500000 Penalty: 5138.164551
	Iteration 7F: 3 clusters Score -3753758 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3755027.500000 Penalty: 5138.164551
	Iteration 8F: 3 clusters Score -3755028 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3755784.750000 Penalty: 5138.164551
	Iteration 9Q: 3 clusters Score -3755785 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3756073.750000 Penalty: 5138.164551
	Iteration 10Q: 3 clusters Score -3756074 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3756206.500000 Penalty: 5138.164551
	Iteration 11Q: 3 clusters Score -3756206 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3756285.000000 Penalty: 5138.164551
	Iteration 12Q: 3 clusters Score -3756285 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3756368.000000 Penalty: 5138.164551
	Iteration 13Q: 3 clusters Score -3756368 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3756392.500000 Penalty: 5138.164551
	Iteration 14Q: 3 clusters Score -3756392 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3756423.750000 Penalty: 5138.164551
	Iteration 15Q: 3 clusters Score -3756424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3756434.250000 Penalty: 5138.164551
	Iteration 16Q: 3 clusters Score -3756434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -3756468.500000 Penalty: 5138.164551
	Iteration 17Q: 3 clusters Score -3756468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3756501.500000 Penalty: 5138.164551
	Iteration 18Q: 3 clusters Score -3756502 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3756530.750000 Penalty: 5138.164551
	Iteration 19Q: 3 clusters Score -3756531 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3756572.500000 Penalty: 5138.164551
	Iteration 20F: 3 clusters Score -3756572 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3756580.750000 Penalty: 5138.164551
	Iteration 21Q: 3 clusters Score -3756581 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3756608.500000 Penalty: 5138.164551
	Iteration 22Q: 3 clusters Score -3756608 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3756629.500000 Penalty: 5138.164551
	Iteration 23Q: 3 clusters Score -3756630 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3756645.250000 Penalty: 5138.164551
	Iteration 24Q: 3 clusters Score -3756645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3756664.000000 Penalty: 5138.164551
	Iteration 25Q: 3 clusters Score -3756664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3756679.250000 Penalty: 5138.164551
	Iteration 26Q: 3 clusters Score -3756679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3756700.250000 Penalty: 5138.164551
	Iteration 27Q: 3 clusters Score -3756700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3756713.500000 Penalty: 5138.164551
	Iteration 28Q: 3 clusters Score -3756714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3756747.250000 Penalty: 5138.164551
	Iteration 29Q: 3 clusters Score -3756747 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3756767.000000 Penalty: 5138.164551
	Iteration 30Q: 3 clusters Score -3756767 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -3756791.000000 Penalty: 5138.164551
	Iteration 31Q: 3 clusters Score -3756791 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3756803.250000 Penalty: 5138.164551
	Iteration 32Q: 3 clusters Score -3756803 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3756817.250000 Penalty: 5138.164551
	Iteration 33Q: 3 clusters Score -3756817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3756825.500000 Penalty: 5138.164551
	Iteration 34Q: 3 clusters Score -3756826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3756833.750000 Penalty: 5138.164551
	Iteration 35Q: 3 clusters Score -3756834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -3756854.500000 Penalty: 5138.164551
	Iteration 36Q: 3 clusters Score -3756854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3756876.500000 Penalty: 5138.164551
	Iteration 37Q: 3 clusters Score -3756876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3756892.000000 Penalty: 5138.164551
	Iteration 38Q: 3 clusters Score -3756892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3756912.750000 Penalty: 5138.164551
	Iteration 39Q: 3 clusters Score -3756913 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3756932.000000 Penalty: 5138.164551
	Iteration 40F: 3 clusters Score -3756932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3756947.250000 Penalty: 5138.164551
	Iteration 41Q: 3 clusters Score -3756947 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3756954.000000 Penalty: 5138.164551
	Iteration 42Q: 3 clusters Score -3756954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3756964.500000 Penalty: 5138.164551
	Iteration 43Q: 3 clusters Score -3756964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3756992.250000 Penalty: 5138.164551
	Iteration 44Q: 3 clusters Score -3756992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3757014.750000 Penalty: 5138.164551
	Iteration 45Q: 3 clusters Score -3757015 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3757034.500000 Penalty: 5138.164551
	Iteration 46Q: 3 clusters Score -3757034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3757055.250000 Penalty: 5138.164551
	Iteration 47Q: 3 clusters Score -3757055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3757071.500000 Penalty: 5138.164551
	Iteration 48Q: 3 clusters Score -3757072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3757086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3757094.500000 Penalty: 5138.164551
	Iteration 50Q: 3 clusters Score -3757094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3757105.750000 Penalty: 5138.164551
	Iteration 51Q: 3 clusters Score -3757106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3757122.750000 Penalty: 5138.164551
	Iteration 52Q: 3 clusters Score -3757123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3757147.000000 Penalty: 5138.164551
	Iteration 53Q: 3 clusters Score -3757147 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3757154.000000 Penalty: 5138.164551
	Iteration 54Q: 3 clusters Score -3757154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3757156.750000 Penalty: 5138.164551
	Iteration 55Q: 3 clusters Score -3757157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3757167.500000 Penalty: 5138.164551
	Iteration 56Q: 3 clusters Score -3757168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3757186.000000 Penalty: 5138.164551
	Iteration 57Q: 3 clusters Score -3757186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3757199.250000 Penalty: 5138.164551
	Iteration 58Q: 3 clusters Score -3757199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3757211.250000 Penalty: 5138.164551
	Iteration 59Q: 3 clusters Score -3757211 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3757220.000000 Penalty: 5138.164551
	Iteration 60F: 3 clusters Score -3757220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3757233.500000 Penalty: 5138.164551
	Iteration 61Q: 3 clusters Score -3757234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3757236.250000 Penalty: 5138.164551
	Iteration 62Q: 3 clusters Score -3757236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3757239.500000 Penalty: 5138.164551
	Iteration 63Q: 3 clusters Score -3757240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3757255.750000 Penalty: 5138.164551
	Iteration 64Q: 3 clusters Score -3757256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3757264.750000 Penalty: 5138.164551
	Iteration 65Q: 3 clusters Score -3757265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3757277.250000 Penalty: 5138.164551
	Iteration 66Q: 3 clusters Score -3757277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3757282.000000 Penalty: 5138.164551
	Iteration 67Q: 3 clusters Score -3757282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3757290.000000 Penalty: 5138.164551
	Iteration 68Q: 3 clusters Score -3757290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3757288.750000 Penalty: 5138.164551
	Iteration 69Q: 3 clusters Score -3757289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3757292.500000 Penalty: 5138.164551
	Iteration 70Q: 3 clusters Score -3757292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3757322.500000 Penalty: 5138.164551
	Iteration 71Q: 3 clusters Score -3757322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3757325.250000 Penalty: 5138.164551
	Iteration 72Q: 3 clusters Score -3757325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -3757333.750000 Penalty: 5138.164551
	Iteration 73Q: 3 clusters Score -3757334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3757351.500000 Penalty: 5138.164551
	Iteration 74Q: 3 clusters Score -3757352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3757359.000000 Penalty: 5138.164551
	Iteration 75Q: 3 clusters Score -3757359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3757359.750000 Penalty: 5138.164551
	Iteration 76Q: 3 clusters Score -3757360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3757373.500000 Penalty: 5138.164551
	Iteration 77Q: 3 clusters Score -3757374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3757372.750000 Penalty: 5138.164551
	Iteration 78Q: 3 clusters Score -3757373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -3757391.750000 Penalty: 5138.164551
	Iteration 79Q: 3 clusters Score -3757392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -3757399.250000 Penalty: 5138.164551
	Iteration 80F: 3 clusters Score -3757399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3757401.750000 Penalty: 5138.164551
	Iteration 81Q: 3 clusters Score -3757402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -3757409.250000 Penalty: 5138.164551
	Iteration 82Q: 3 clusters Score -3757409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3757420.750000 Penalty: 5138.164551
	Iteration 83Q: 3 clusters Score -3757421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3757419.000000 Penalty: 5138.164551
	Iteration 84Q: 3 clusters Score -3757419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3757432.500000 Penalty: 5138.164551
	Iteration 85Q: 3 clusters Score -3757432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3757427.750000 Penalty: 5138.164551
	Iteration 86Q: 3 clusters Score -3757428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -3757434.250000 Penalty: 5138.164551
	Iteration 87Q: 3 clusters Score -3757434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -3757434.000000 Penalty: 5138.164551
	Iteration 88Q: 3 clusters Score -3757434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3757438.000000 Penalty: 5138.164551
	Iteration 89Q: 3 clusters Score -3757438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3757438.500000 Penalty: 5138.164551
	Iteration 90Q: 3 clusters Score -3757438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3757436.250000 Penalty: 5138.164551
	Iteration 91Q: 3 clusters Score -3757436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3757437.500000 Penalty: 5138.164551
	Iteration 92Q: 3 clusters Score -3757438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3757439.500000 Penalty: 5138.164551
	Iteration 93Q: 3 clusters Score -3757440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3757435.500000 Penalty: 5138.164551
	Iteration 94Q: 3 clusters Score -3757436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -3757436.250000 Penalty: 5138.164551
	Iteration 95Q: 3 clusters Score -3757436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3757432.500000 Penalty: 5138.164551
	Iteration 96Q: 3 clusters Score -3757432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3757437.500000 Penalty: 5138.164551
	Iteration 97Q: 3 clusters Score -3757438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -3757440.500000 Penalty: 5138.164551
	Iteration 98Q: 3 clusters Score -3757440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -3757446.000000 Penalty: 5138.164551
	Iteration 99Q: 3 clusters Score -3757446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3757449.000000 Penalty: 5138.164551
	Iteration 100F: 3 clusters Score -3757449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3757452.500000 Penalty: 5138.164551
	Iteration 101Q: 3 clusters Score -3757452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3757447.750000 Penalty: 5138.164551
	Iteration 102Q: 3 clusters Score -3757448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3757450.250000 Penalty: 5138.164551
	Iteration 103Q: 3 clusters Score -3757450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3757454.250000 Penalty: 5138.164551
	Iteration 104Q: 3 clusters Score -3757454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3757453.250000 Penalty: 5138.164551
	Iteration 105Q: 3 clusters Score -3757453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -3757453.500000 Penalty: 5138.164551
	Iteration 106Q: 3 clusters Score -3757454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -3757456.000000 Penalty: 5138.164551
	Iteration 107Q: 3 clusters Score -3757456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3757455.250000 Penalty: 5138.164551
	Iteration 108Q: 3 clusters Score -3757455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -3757456.750000 Penalty: 5138.164551
	Iteration 109Q: 3 clusters Score -3757457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3757458.500000 Penalty: 5138.164551
	Iteration 110Q: 3 clusters Score -3757458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -3757453.750000 Penalty: 5138.164551
	Iteration 111Q: 3 clusters Score -3757454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3757455.500000 Penalty: 5138.164551
	Iteration 112Q: 3 clusters Score -3757456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -3757458.250000 Penalty: 5138.164551
	Iteration 113Q: 3 clusters Score -3757458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -3757459.750000 Penalty: 5138.164551
	Iteration 114Q: 3 clusters Score -3757460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -3757470.750000 Penalty: 5138.164551
	Iteration 115Q: 3 clusters Score -3757471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -3757472.250000 Penalty: 5138.164551
	Iteration 116Q: 3 clusters Score -3757472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3757469.000000 Penalty: 5138.164551
	Iteration 117Q: 3 clusters Score -3757469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -3757467.500000 Penalty: 5138.164551
	Iteration 118Q: 3 clusters Score -3757468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3757469.500000 Penalty: 5138.164551
	Iteration 119Q: 3 clusters Score -3757470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -3757470.250000 Penalty: 5138.164551
	Iteration 120F: 3 clusters Score -3757470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -3757468.500000 Penalty: 5138.164551
	Iteration 121Q: 3 clusters Score -3757468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -3757471.000000 Penalty: 5138.164551
	Iteration 122Q: 3 clusters Score -3757471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3757471.750000 Penalty: 5138.164551
	Iteration 123Q: 3 clusters Score -3757472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -3757470.500000 Penalty: 5138.164551
	Iteration 124Q: 3 clusters Score -3757470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3757471.000000 Penalty: 5138.164551
	Iteration 125Q: 3 clusters Score -3757471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -3757473.750000 Penalty: 5138.164551
	Iteration 126Q: 3 clusters Score -3757474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -3757473.000000 Penalty: 5138.164551
	Iteration 127Q: 3 clusters Score -3757473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3757474.250000 Penalty: 5138.164551
	Iteration 128Q: 3 clusters Score -3757474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -3757480.250000 Penalty: 5138.164551
	Iteration 129Q: 3 clusters Score -3757480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3757480.250000 Penalty: 5138.164551
	Iteration 130Q: 3 clusters Score -3757480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3757479.750000 Penalty: 5138.164551
	Iteration 131Q: 3 clusters Score -3757480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -3757478.750000 Penalty: 5138.164551
	Iteration 132Q: 3 clusters Score -3757479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -3757480.750000 Penalty: 5138.164551
	Iteration 133Q: 3 clusters Score -3757481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3757485.250000 Penalty: 5138.164551
	Iteration 134Q: 3 clusters Score -3757485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3757485.000000 Penalty: 5138.164551
	Iteration 135Q: 3 clusters Score -3757485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3757483.250000 Penalty: 5138.164551
	Iteration 136Q: 3 clusters Score -3757483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3757482.500000 Penalty: 5138.164551
	Iteration 137Q: 3 clusters Score -3757482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -3757482.500000 Penalty: 5138.164551
	Iteration 138F: 3 clusters Score -3757482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (34174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Entering Unmasked Estep 
Score: -3902078.250000 Penalty: 2588.926758
	Iteration 0F: 2 clusters Score -3902078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3878847.250000 Penalty: 5177.853516
	Iteration 0F: 3 clusters Score -3878847 nChanged 15468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3887276.250000 Penalty: 5177.853516
	Iteration 1F: 3 clusters Score -3887276 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3887883.000000 Penalty: 5177.853516
	Iteration 2Q: 3 clusters Score -3887883 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3888651.500000 Penalty: 5177.853516
	Iteration 3Q: 3 clusters Score -3888652 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3889556.500000 Penalty: 5177.853516
	Iteration 4F: 3 clusters Score -3889556 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3890586.250000 Penalty: 5177.853516
	Iteration 5F: 3 clusters Score -3890586 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3891746.000000 Penalty: 5177.853516
	Iteration 6F: 3 clusters Score -3891746 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3892823.500000 Penalty: 5177.853516
	Iteration 7F: 3 clusters Score -3892824 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3893794.000000 Penalty: 5177.853516
	Iteration 8F: 3 clusters Score -3893794 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3894616.750000 Penalty: 5177.853516
	Iteration 9Q: 3 clusters Score -3894617 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3895243.500000 Penalty: 5177.853516
	Iteration 10Q: 3 clusters Score -3895244 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -3895820.500000 Penalty: 5177.853516
	Iteration 11Q: 3 clusters Score -3895820 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -3896296.750000 Penalty: 5177.853516
	Iteration 12Q: 3 clusters Score -3896297 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3896666.750000 Penalty: 5177.853516
	Iteration 13Q: 3 clusters Score -3896667 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3896967.750000 Penalty: 5177.853516
	Iteration 14Q: 3 clusters Score -3896968 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -3897219.750000 Penalty: 5177.853516
	Iteration 15Q: 3 clusters Score -3897220 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3897444.500000 Penalty: 5177.853516
	Iteration 16Q: 3 clusters Score -3897444 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3897614.750000 Penalty: 5177.853516
	Iteration 17Q: 3 clusters Score -3897615 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3897811.000000 Penalty: 5177.853516
	Iteration 18Q: 3 clusters Score -3897811 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -3897960.000000 Penalty: 5177.853516
	Iteration 19Q: 3 clusters Score -3897960 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3898137.750000 Penalty: 5177.853516
	Iteration 20F: 3 clusters Score -3898138 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3898314.000000 Penalty: 5177.853516
	Iteration 21Q: 3 clusters Score -3898314 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3898504.000000 Penalty: 5177.853516
	Iteration 22Q: 3 clusters Score -3898504 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -3898684.000000 Penalty: 5177.853516
	Iteration 23Q: 3 clusters Score -3898684 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3898870.000000 Penalty: 5177.853516
	Iteration 24Q: 3 clusters Score -3898870 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -3899003.750000 Penalty: 5177.853516
	Iteration 25Q: 3 clusters Score -3899004 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3899146.500000 Penalty: 5177.853516
	Iteration 26Q: 3 clusters Score -3899146 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3899282.750000 Penalty: 5177.853516
	Iteration 27Q: 3 clusters Score -3899283 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -3899357.250000 Penalty: 5177.853516
	Iteration 28Q: 3 clusters Score -3899357 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3899445.250000 Penalty: 5177.853516
	Iteration 29Q: 3 clusters Score -3899445 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3899512.750000 Penalty: 5177.853516
	Iteration 30Q: 3 clusters Score -3899513 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3899579.500000 Penalty: 5177.853516
	Iteration 31Q: 3 clusters Score -3899580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -3899622.500000 Penalty: 5177.853516
	Iteration 32Q: 3 clusters Score -3899622 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -3899658.500000 Penalty: 5177.853516
	Iteration 33Q: 3 clusters Score -3899658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -3899689.000000 Penalty: 5177.853516
	Iteration 34Q: 3 clusters Score -3899689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -3899727.750000 Penalty: 5177.853516
	Iteration 35Q: 3 clusters Score -3899728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3899749.750000 Penalty: 5177.853516
	Iteration 36Q: 3 clusters Score -3899750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3899778.000000 Penalty: 5177.853516
	Iteration 37Q: 3 clusters Score -3899778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -3899811.500000 Penalty: 5177.853516
	Iteration 38Q: 3 clusters Score -3899812 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -3899844.000000 Penalty: 5177.853516
	Iteration 39Q: 3 clusters Score -3899844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3899856.000000 Penalty: 5177.853516
	Iteration 40F: 3 clusters Score -3899856 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -3899883.000000 Penalty: 5177.853516
	Iteration 41Q: 3 clusters Score -3899883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3899899.500000 Penalty: 5177.853516
	Iteration 42Q: 3 clusters Score -3899900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3899913.000000 Penalty: 5177.853516
	Iteration 43Q: 3 clusters Score -3899913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3899924.750000 Penalty: 5177.853516
	Iteration 44Q: 3 clusters Score -3899925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -3899935.500000 Penalty: 5177.853516
	Iteration 45Q: 3 clusters Score -3899936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -3899942.000000 Penalty: 5177.853516
	Iteration 46Q: 3 clusters Score -3899942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -3899942.500000 Penalty: 5177.853516
	Iteration 47Q: 3 clusters Score -3899942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -3899955.250000 Penalty: 5177.853516
	Iteration 48Q: 3 clusters Score -3899955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3899962.750000 Penalty: 5177.853516
	Iteration 49Q: 3 clusters Score -3899963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -3899970.250000 Penalty: 5177.853516
	Iteration 50Q: 3 clusters Score -3899970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -3899968.500000 Penalty: 5177.853516
	Iteration 51Q: 3 clusters Score -3899968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3899973.750000 Penalty: 5177.853516
	Iteration 52Q: 3 clusters Score -3899974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -3899981.500000 Penalty: 5177.853516
	Iteration 53Q: 3 clusters Score -3899982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -3899981.250000 Penalty: 5177.853516
	Iteration 54Q: 3 clusters Score -3899981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -3899980.250000 Penalty: 5177.853516
	Iteration 55Q: 3 clusters Score -3899980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -3899989.250000 Penalty: 5177.853516
	Iteration 56Q: 3 clusters Score -3899989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3899985.750000 Penalty: 5177.853516
	Iteration 57Q: 3 clusters Score -3899986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -3899990.750000 Penalty: 5177.853516
	Iteration 58Q: 3 clusters Score -3899991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3899994.750000 Penalty: 5177.853516
	Iteration 59Q: 3 clusters Score -3899995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3899997.500000 Penalty: 5177.853516
	Iteration 60F: 3 clusters Score -3899998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -3899999.750000 Penalty: 5177.853516
	Iteration 61Q: 3 clusters Score -3900000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -3899993.500000 Penalty: 5177.853516
	Iteration 62Q: 3 clusters Score -3899994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -3900000.000000 Penalty: 5177.853516
	Iteration 63Q: 3 clusters Score -3900000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -3900006.000000 Penalty: 5177.853516
	Iteration 64Q: 3 clusters Score -3900006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -3900008.750000 Penalty: 5177.853516
	Iteration 65Q: 3 clusters Score -3900009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3900013.000000 Penalty: 5177.853516
	Iteration 66Q: 3 clusters Score -3900013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -3900013.250000 Penalty: 5177.853516
	Iteration 67Q: 3 clusters Score -3900013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3900009.500000 Penalty: 5177.853516
	Iteration 68Q: 3 clusters Score -3900010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3900015.500000 Penalty: 5177.853516
	Iteration 69Q: 3 clusters Score -3900016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -3900015.000000 Penalty: 5177.853516
	Iteration 70Q: 3 clusters Score -3900015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3900021.500000 Penalty: 5177.853516
	Iteration 71Q: 3 clusters Score -3900022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -3900021.750000 Penalty: 5177.853516
	Iteration 72Q: 3 clusters Score -3900022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3900023.500000 Penalty: 5177.853516
	Iteration 73Q: 3 clusters Score -3900024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -3900022.750000 Penalty: 5177.853516
	Iteration 74Q: 3 clusters Score -3900023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3900020.000000 Penalty: 5177.853516
	Iteration 75Q: 3 clusters Score -3900020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -3900021.750000 Penalty: 5177.853516
	Iteration 76Q: 3 clusters Score -3900022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3900021.750000 Penalty: 5177.853516
	Iteration 77Q: 3 clusters Score -3900022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3900026.250000 Penalty: 5177.853516
	Iteration 78Q: 3 clusters Score -3900026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -3900026.250000 Penalty: 5177.853516
	Iteration 79F: 3 clusters Score -3900026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Entering Unmasked Estep 
Score: -2150028.750000 Penalty: 2433.804443
	Iteration 0F: 2 clusters Score -2150029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2137186.000000 Penalty: 4867.608887
	Iteration 0F: 3 clusters Score -2137186 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2141604.750000 Penalty: 4867.608887
	Iteration 1F: 3 clusters Score -2141605 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2142095.000000 Penalty: 4867.608887
	Iteration 2F: 3 clusters Score -2142095 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2142537.500000 Penalty: 4867.608887
	Iteration 3F: 3 clusters Score -2142538 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2143008.250000 Penalty: 4867.608887
	Iteration 4F: 3 clusters Score -2143008 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2143506.500000 Penalty: 4867.608887
	Iteration 5Q: 3 clusters Score -2143506 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2144074.000000 Penalty: 4867.608887
	Iteration 6F: 3 clusters Score -2144074 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2144673.500000 Penalty: 4867.608887
	Iteration 7Q: 3 clusters Score -2144674 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2145307.250000 Penalty: 4867.608887
	Iteration 8Q: 3 clusters Score -2145307 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2145929.000000 Penalty: 4867.608887
	Iteration 9F: 3 clusters Score -2145929 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2146381.500000 Penalty: 4867.608887
	Iteration 10Q: 3 clusters Score -2146382 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2146721.250000 Penalty: 4867.608887
	Iteration 11Q: 3 clusters Score -2146721 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2146961.750000 Penalty: 4867.608887
	Iteration 12Q: 3 clusters Score -2146962 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2147153.250000 Penalty: 4867.608887
	Iteration 13Q: 3 clusters Score -2147153 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2147337.750000 Penalty: 4867.608887
	Iteration 14Q: 3 clusters Score -2147338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2147503.750000 Penalty: 4867.608887
	Iteration 15Q: 3 clusters Score -2147504 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2147674.000000 Penalty: 4867.608887
	Iteration 16Q: 3 clusters Score -2147674 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2147815.500000 Penalty: 4867.608887
	Iteration 17Q: 3 clusters Score -2147816 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2147927.500000 Penalty: 4867.608887
	Iteration 18Q: 3 clusters Score -2147928 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2148022.000000 Penalty: 4867.608887
	Iteration 19Q: 3 clusters Score -2148022 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2148095.750000 Penalty: 4867.608887
	Iteration 20F: 3 clusters Score -2148096 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2148157.250000 Penalty: 4867.608887
	Iteration 21Q: 3 clusters Score -2148157 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2148204.000000 Penalty: 4867.608887
	Iteration 22Q: 3 clusters Score -2148204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2148245.000000 Penalty: 4867.608887
	Iteration 23Q: 3 clusters Score -2148245 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2148282.250000 Penalty: 4867.608887
	Iteration 24Q: 3 clusters Score -2148282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2148306.000000 Penalty: 4867.608887
	Iteration 25Q: 3 clusters Score -2148306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2148321.500000 Penalty: 4867.608887
	Iteration 26Q: 3 clusters Score -2148322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2148347.500000 Penalty: 4867.608887
	Iteration 27Q: 3 clusters Score -2148348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2148356.500000 Penalty: 4867.608887
	Iteration 28Q: 3 clusters Score -2148356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2148366.750000 Penalty: 4867.608887
	Iteration 29Q: 3 clusters Score -2148367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2148375.250000 Penalty: 4867.608887
	Iteration 30Q: 3 clusters Score -2148375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2148380.000000 Penalty: 4867.608887
	Iteration 31Q: 3 clusters Score -2148380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2148389.500000 Penalty: 4867.608887
	Iteration 32Q: 3 clusters Score -2148390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2148392.250000 Penalty: 4867.608887
	Iteration 33Q: 3 clusters Score -2148392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2148392.000000 Penalty: 4867.608887
	Iteration 34Q: 3 clusters Score -2148392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2148396.750000 Penalty: 4867.608887
	Iteration 35Q: 3 clusters Score -2148397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2148398.500000 Penalty: 4867.608887
	Iteration 36Q: 3 clusters Score -2148398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2148398.000000 Penalty: 4867.608887
	Iteration 37Q: 3 clusters Score -2148398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2148401.750000 Penalty: 4867.608887
	Iteration 38Q: 3 clusters Score -2148402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2148401.750000 Penalty: 4867.608887
	Iteration 39F: 3 clusters Score -2148402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -33921.578125 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -33921.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32605.062500 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -32605.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32864.226562 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -32864.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32972.117188 Penalty: 2930.409180
	Iteration 2F: 3 clusters Score -32972.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33085.242188 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -33085.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33150.742188 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -33150.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33193.250000 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -33193.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33235.746094 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -33235.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33281.105469 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -33281.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33282.492188 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -33282.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33282.492188 Penalty: 2930.409180
	Iteration 9F: 3 clusters Score -33282.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -571128.562500 Penalty: 2131.763184
	Iteration 0F: 2 clusters Score -571128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -566414.437500 Penalty: 4263.526367
	Iteration 0F: 3 clusters Score -566414.4 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -567815.062500 Penalty: 4263.526367
	Iteration 1F: 3 clusters Score -567815.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -568420.312500 Penalty: 4263.526367
	Iteration 2F: 3 clusters Score -568420.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -569123.062500 Penalty: 4263.526367
	Iteration 3F: 3 clusters Score -569123.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -569742.625000 Penalty: 4263.526367
	Iteration 4F: 3 clusters Score -569742.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -570168.062500 Penalty: 4263.526367
	Iteration 5F: 3 clusters Score -570168.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -570439.687500 Penalty: 4263.526367
	Iteration 6F: 3 clusters Score -570439.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -570578.125000 Penalty: 4263.526367
	Iteration 7Q: 3 clusters Score -570578.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -570651.750000 Penalty: 4263.526367
	Iteration 8Q: 3 clusters Score -570651.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -570690.687500 Penalty: 4263.526367
	Iteration 9Q: 3 clusters Score -570690.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -570717.812500 Penalty: 4263.526367
	Iteration 10Q: 3 clusters Score -570717.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -570734.625000 Penalty: 4263.526367
	Iteration 11Q: 3 clusters Score -570734.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -570745.937500 Penalty: 4263.526367
	Iteration 12Q: 3 clusters Score -570745.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -570750.312500 Penalty: 4263.526367
	Iteration 13Q: 3 clusters Score -570750.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -570754.812500 Penalty: 4263.526367
	Iteration 14Q: 3 clusters Score -570754.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -570758.562500 Penalty: 4263.526367
	Iteration 15Q: 3 clusters Score -570758.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -570762.875000 Penalty: 4263.526367
	Iteration 16Q: 3 clusters Score -570762.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -570764.000000 Penalty: 4263.526367
	Iteration 17Q: 3 clusters Score -570764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -570763.812500 Penalty: 4263.526367
	Iteration 18Q: 3 clusters Score -570763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -570766.375000 Penalty: 4263.526367
	Iteration 19Q: 3 clusters Score -570766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -570766.375000 Penalty: 4263.526367
	Iteration 20F: 3 clusters Score -570766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (131080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131080 members 
Entering Unmasked Estep 
Score: -15278029.000000 Penalty: 2922.323486
	Iteration 0F: 2 clusters Score -1.527803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -15190147.000000 Penalty: 5844.646973
	Iteration 0F: 3 clusters Score -1.519015e+07 nChanged 62584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -15226403.000000 Penalty: 5844.646973
	Iteration 1F: 3 clusters Score -1.52264e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63766 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -15227644.000000 Penalty: 5844.646973
	Iteration 2Q: 3 clusters Score -1.522764e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -15229293.000000 Penalty: 5844.646973
	Iteration 3Q: 3 clusters Score -1.522929e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -15231479.000000 Penalty: 5844.646973
	Iteration 4Q: 3 clusters Score -1.523148e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -15234244.000000 Penalty: 5844.646973
	Iteration 5Q: 3 clusters Score -1.523424e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -15238150.000000 Penalty: 5844.646973
	Iteration 6F: 3 clusters Score -1.523815e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -15242781.000000 Penalty: 5844.646973
	Iteration 7F: 3 clusters Score -1.524278e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -15247446.000000 Penalty: 5844.646973
	Iteration 8F: 3 clusters Score -1.524745e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 74168 members 
Entering Unmasked Estep 
Score: -15251266.000000 Penalty: 5844.646973
	Iteration 9F: 3 clusters Score -1.525127e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 75040 members 
Entering Unmasked Estep 
Score: -15253608.000000 Penalty: 5844.646973
	Iteration 10Q: 3 clusters Score -1.525361e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -15254641.000000 Penalty: 5844.646973
	Iteration 11Q: 3 clusters Score -1.525464e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 76422 members 
Entering Unmasked Estep 
Score: -15255126.000000 Penalty: 5844.646973
	Iteration 12Q: 3 clusters Score -1.525513e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 76991 members 
Entering Unmasked Estep 
Score: -15255425.000000 Penalty: 5844.646973
	Iteration 13Q: 3 clusters Score -1.525542e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 77594 members 
Entering Unmasked Estep 
Score: -15255612.000000 Penalty: 5844.646973
	Iteration 14Q: 3 clusters Score -1.525561e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52887 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -15255879.000000 Penalty: 5844.646973
	Iteration 15Q: 3 clusters Score -1.525588e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -15255971.000000 Penalty: 5844.646973
	Iteration 16Q: 3 clusters Score -1.525597e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -15256116.000000 Penalty: 5844.646973
	Iteration 17Q: 3 clusters Score -1.525612e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -15256248.000000 Penalty: 5844.646973
	Iteration 18Q: 3 clusters Score -1.525625e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -15256416.000000 Penalty: 5844.646973
	Iteration 19Q: 3 clusters Score -1.525642e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -15256557.000000 Penalty: 5844.646973
	Iteration 20F: 3 clusters Score -1.525656e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -15256774.000000 Penalty: 5844.646973
	Iteration 21Q: 3 clusters Score -1.525677e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -15257023.000000 Penalty: 5844.646973
	Iteration 22Q: 3 clusters Score -1.525702e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -15257250.000000 Penalty: 5844.646973
	Iteration 23Q: 3 clusters Score -1.525725e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -15257524.000000 Penalty: 5844.646973
	Iteration 24Q: 3 clusters Score -1.525752e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -15257745.000000 Penalty: 5844.646973
	Iteration 25Q: 3 clusters Score -1.525774e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -15258060.000000 Penalty: 5844.646973
	Iteration 26Q: 3 clusters Score -1.525806e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -15258314.000000 Penalty: 5844.646973
	Iteration 27Q: 3 clusters Score -1.525831e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -15258707.000000 Penalty: 5844.646973
	Iteration 28Q: 3 clusters Score -1.525871e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -15259165.000000 Penalty: 5844.646973
	Iteration 29Q: 3 clusters Score -1.525916e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -15259632.000000 Penalty: 5844.646973
	Iteration 30Q: 3 clusters Score -1.525963e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -15260026.000000 Penalty: 5844.646973
	Iteration 31Q: 3 clusters Score -1.526003e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -15260708.000000 Penalty: 5844.646973
	Iteration 32Q: 3 clusters Score -1.526071e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 101550 members 
Entering Unmasked Estep 
Score: -15261317.000000 Penalty: 5844.646973
	Iteration 33Q: 3 clusters Score -1.526132e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -15262014.000000 Penalty: 5844.646973
	Iteration 34Q: 3 clusters Score -1.526201e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 105797 members 
Entering Unmasked Estep 
Score: -15262737.000000 Penalty: 5844.646973
	Iteration 35Q: 3 clusters Score -1.526274e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 108039 members 
Entering Unmasked Estep 
Score: -15263631.000000 Penalty: 5844.646973
	Iteration 36Q: 3 clusters Score -1.526363e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 110330 members 
Entering Unmasked Estep 
Score: -15264522.000000 Penalty: 5844.646973
	Iteration 37Q: 3 clusters Score -1.526452e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 112574 members 
Entering Unmasked Estep 
Score: -15265393.000000 Penalty: 5844.646973
	Iteration 38Q: 3 clusters Score -1.526539e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -15266392.000000 Penalty: 5844.646973
	Iteration 39Q: 3 clusters Score -1.526639e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 117023 members 
Entering Unmasked Estep 
Score: -15267546.000000 Penalty: 5844.646973
	Iteration 40F: 3 clusters Score -1.526755e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 119185 members 
Entering Unmasked Estep 
Score: -15268646.000000 Penalty: 5844.646973
	Iteration 41Q: 3 clusters Score -1.526865e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 121232 members 
Entering Unmasked Estep 
Score: -15269738.000000 Penalty: 5844.646973
	Iteration 42Q: 3 clusters Score -1.526974e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 123143 members 
Entering Unmasked Estep 
Score: -15270769.000000 Penalty: 5844.646973
	Iteration 43Q: 3 clusters Score -1.527077e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -15271789.000000 Penalty: 5844.646973
	Iteration 44Q: 3 clusters Score -1.527179e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 126270 members 
Entering Unmasked Estep 
Score: -15272676.000000 Penalty: 5844.646973
	Iteration 45Q: 3 clusters Score -1.527268e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 127475 members 
Entering Unmasked Estep 
Score: -15273473.000000 Penalty: 5844.646973
	Iteration 46Q: 3 clusters Score -1.527347e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -15274130.000000 Penalty: 5844.646973
	Iteration 47Q: 3 clusters Score -1.527413e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 129092 members 
Entering Unmasked Estep 
Score: -15274513.000000 Penalty: 5844.646973
	Iteration 48Q: 3 clusters Score -1.527451e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -15274761.000000 Penalty: 5844.646973
	Iteration 49Q: 3 clusters Score -1.527476e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -15274951.000000 Penalty: 5844.646973
	Iteration 50Q: 3 clusters Score -1.527495e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -15275076.000000 Penalty: 5844.646973
	Iteration 51Q: 3 clusters Score -1.527508e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 130213 members 
Entering Unmasked Estep 
Score: -15275217.000000 Penalty: 5844.646973
	Iteration 52Q: 3 clusters Score -1.527522e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -15275299.000000 Penalty: 5844.646973
	Iteration 53Q: 3 clusters Score -1.52753e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 130389 members 
Entering Unmasked Estep 
Score: -15275361.000000 Penalty: 5844.646973
	Iteration 54Q: 3 clusters Score -1.527536e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 130444 members 
Entering Unmasked Estep 
Score: -15275391.000000 Penalty: 5844.646973
	Iteration 55Q: 3 clusters Score -1.527539e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 130478 members 
Entering Unmasked Estep 
Score: -15275407.000000 Penalty: 5844.646973
	Iteration 56Q: 3 clusters Score -1.527541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 130497 members 
Entering Unmasked Estep 
Score: -15275440.000000 Penalty: 5844.646973
	Iteration 57Q: 3 clusters Score -1.527544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 130518 members 
Entering Unmasked Estep 
Score: -15275472.000000 Penalty: 5844.646973
	Iteration 58Q: 3 clusters Score -1.527547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -15275477.000000 Penalty: 5844.646973
	Iteration 59Q: 3 clusters Score -1.527548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 130561 members 
Entering Unmasked Estep 
Score: -15275487.000000 Penalty: 5844.646973
	Iteration 60F: 3 clusters Score -1.527549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 130570 members 
Entering Unmasked Estep 
Score: -15275487.000000 Penalty: 5844.646973
	Iteration 61Q: 3 clusters Score -1.527549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 130580 members 
Entering Unmasked Estep 
Score: -15275493.000000 Penalty: 5844.646973
	Iteration 62Q: 3 clusters Score -1.527549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 130588 members 
Entering Unmasked Estep 
Score: -15275500.000000 Penalty: 5844.646973
	Iteration 63Q: 3 clusters Score -1.52755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 130595 members 
Entering Unmasked Estep 
Score: -15275502.000000 Penalty: 5844.646973
	Iteration 64Q: 3 clusters Score -1.52755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 130601 members 
Entering Unmasked Estep 
Score: -15275512.000000 Penalty: 5844.646973
	Iteration 65Q: 3 clusters Score -1.527551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 130608 members 
Entering Unmasked Estep 
Score: -15275513.000000 Penalty: 5844.646973
	Iteration 66Q: 3 clusters Score -1.527551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 130611 members 
Entering Unmasked Estep 
Score: -15275511.000000 Penalty: 5844.646973
	Iteration 67Q: 3 clusters Score -1.527551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 130612 members 
Entering Unmasked Estep 
Score: -15275515.000000 Penalty: 5844.646973
	Iteration 68Q: 3 clusters Score -1.527552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 130616 members 
Entering Unmasked Estep 
Score: -15275517.000000 Penalty: 5844.646973
	Iteration 69Q: 3 clusters Score -1.527552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 130618 members 
Entering Unmasked Estep 
Score: -15275519.000000 Penalty: 5844.646973
	Iteration 70Q: 3 clusters Score -1.527552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -15275516.000000 Penalty: 5844.646973
	Iteration 71Q: 3 clusters Score -1.527552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -15275520.000000 Penalty: 5844.646973
	Iteration 72Q: 3 clusters Score -1.527552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 130626 members 
Entering Unmasked Estep 
Score: -15275520.000000 Penalty: 5844.646973
	Iteration 73Q: 3 clusters Score -1.527552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 130631 members 
Entering Unmasked Estep 
Score: -15275521.000000 Penalty: 5844.646973
	Iteration 74Q: 3 clusters Score -1.527552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 130636 members 
Entering Unmasked Estep 
Score: -15275529.000000 Penalty: 5844.646973
	Iteration 75Q: 3 clusters Score -1.527553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 130639 members 
Entering Unmasked Estep 
Score: -15275536.000000 Penalty: 5844.646973
	Iteration 76Q: 3 clusters Score -1.527554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 130640 members 
Entering Unmasked Estep 
Score: -15275536.000000 Penalty: 5844.646973
	Iteration 77Q: 3 clusters Score -1.527554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 130641 members 
Entering Unmasked Estep 
Score: -15275536.000000 Penalty: 5844.646973
	Iteration 78Q: 3 clusters Score -1.527554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 130642 members 
Entering Unmasked Estep 
Score: -15275532.000000 Penalty: 5844.646973
	Iteration 79Q: 3 clusters Score -1.527553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 130644 members 
Entering Unmasked Estep 
Score: -15275544.000000 Penalty: 5844.646973
	Iteration 80F: 3 clusters Score -1.527554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Entering Unmasked Estep 
Score: -1722686.125000 Penalty: 2391.278809
	Iteration 0F: 2 clusters Score -1722686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1711553.250000 Penalty: 4782.557617
	Iteration 0F: 3 clusters Score -1711553 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1715131.750000 Penalty: 4782.557617
	Iteration 1F: 3 clusters Score -1715132 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1715542.875000 Penalty: 4782.557617
	Iteration 2F: 3 clusters Score -1715543 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1715860.500000 Penalty: 4782.557617
	Iteration 3Q: 3 clusters Score -1715860 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1716173.250000 Penalty: 4782.557617
	Iteration 4Q: 3 clusters Score -1716173 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1716503.875000 Penalty: 4782.557617
	Iteration 5Q: 3 clusters Score -1716504 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1716880.875000 Penalty: 4782.557617
	Iteration 6Q: 3 clusters Score -1716881 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1717290.500000 Penalty: 4782.557617
	Iteration 7Q: 3 clusters Score -1717290 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1717744.125000 Penalty: 4782.557617
	Iteration 8Q: 3 clusters Score -1717744 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1718271.125000 Penalty: 4782.557617
	Iteration 9Q: 3 clusters Score -1718271 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1718846.625000 Penalty: 4782.557617
	Iteration 10Q: 3 clusters Score -1718847 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1719387.500000 Penalty: 4782.557617
	Iteration 11Q: 3 clusters Score -1719388 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1719935.500000 Penalty: 4782.557617
	Iteration 12Q: 3 clusters Score -1719936 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1720366.875000 Penalty: 4782.557617
	Iteration 13Q: 3 clusters Score -1720367 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1720629.500000 Penalty: 4782.557617
	Iteration 14Q: 3 clusters Score -1720630 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1720802.500000 Penalty: 4782.557617
	Iteration 15Q: 3 clusters Score -1720802 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1720875.125000 Penalty: 4782.557617
	Iteration 16Q: 3 clusters Score -1720875 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1720924.750000 Penalty: 4782.557617
	Iteration 17Q: 3 clusters Score -1720925 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1720947.750000 Penalty: 4782.557617
	Iteration 18Q: 3 clusters Score -1720948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1720962.250000 Penalty: 4782.557617
	Iteration 19Q: 3 clusters Score -1720962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1720965.875000 Penalty: 4782.557617
	Iteration 20F: 3 clusters Score -1720966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1720971.125000 Penalty: 4782.557617
	Iteration 21Q: 3 clusters Score -1720971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1720975.250000 Penalty: 4782.557617
	Iteration 22Q: 3 clusters Score -1720975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1720976.875000 Penalty: 4782.557617
	Iteration 23Q: 3 clusters Score -1720977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1720977.250000 Penalty: 4782.557617
	Iteration 24Q: 3 clusters Score -1720977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1720978.875000 Penalty: 4782.557617
	Iteration 25Q: 3 clusters Score -1720979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1720979.125000 Penalty: 4782.557617
	Iteration 26Q: 3 clusters Score -1720979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1720980.250000 Penalty: 4782.557617
	Iteration 27Q: 3 clusters Score -1720980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1720977.750000 Penalty: 4782.557617
	Iteration 28Q: 3 clusters Score -1720978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1720978.375000 Penalty: 4782.557617
	Iteration 29Q: 3 clusters Score -1720978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1720978.000000 Penalty: 4782.557617
	Iteration 30Q: 3 clusters Score -1720978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1720980.875000 Penalty: 4782.557617
	Iteration 31Q: 3 clusters Score -1720981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1720983.875000 Penalty: 4782.557617
	Iteration 32Q: 3 clusters Score -1720984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1720982.000000 Penalty: 4782.557617
	Iteration 33Q: 3 clusters Score -1720982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1720982.625000 Penalty: 4782.557617
	Iteration 34Q: 3 clusters Score -1720983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1720983.125000 Penalty: 4782.557617
	Iteration 35Q: 3 clusters Score -1720983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1720984.750000 Penalty: 4782.557617
	Iteration 36Q: 3 clusters Score -1720985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1720986.750000 Penalty: 4782.557617
	Iteration 37Q: 3 clusters Score -1720987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1720990.750000 Penalty: 4782.557617
	Iteration 38Q: 3 clusters Score -1720991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1720990.750000 Penalty: 4782.557617
	Iteration 39Q: 3 clusters Score -1720991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1720990.375000 Penalty: 4782.557617
	Iteration 40F: 3 clusters Score -1720990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1720997.250000 Penalty: 4782.557617
	Iteration 41Q: 3 clusters Score -1720997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1720996.250000 Penalty: 4782.557617
	Iteration 42Q: 3 clusters Score -1720996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1720997.625000 Penalty: 4782.557617
	Iteration 43Q: 3 clusters Score -1720998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1720999.875000 Penalty: 4782.557617
	Iteration 44Q: 3 clusters Score -1721000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1720998.625000 Penalty: 4782.557617
	Iteration 45Q: 3 clusters Score -1720999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1721001.125000 Penalty: 4782.557617
	Iteration 46Q: 3 clusters Score -1721001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1721001.875000 Penalty: 4782.557617
	Iteration 47Q: 3 clusters Score -1721002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1721002.500000 Penalty: 4782.557617
	Iteration 48Q: 3 clusters Score -1721002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1721003.125000 Penalty: 4782.557617
	Iteration 49Q: 3 clusters Score -1721003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1721001.625000 Penalty: 4782.557617
	Iteration 50Q: 3 clusters Score -1721002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1721002.000000 Penalty: 4782.557617
	Iteration 51Q: 3 clusters Score -1721002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1721002.750000 Penalty: 4782.557617
	Iteration 52Q: 3 clusters Score -1721003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1721000.500000 Penalty: 4782.557617
	Iteration 53Q: 3 clusters Score -1721000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1721003.500000 Penalty: 4782.557617
	Iteration 54Q: 3 clusters Score -1721004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1721006.875000 Penalty: 4782.557617
	Iteration 55Q: 3 clusters Score -1721007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1721005.500000 Penalty: 4782.557617
	Iteration 56Q: 3 clusters Score -1721006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1721009.625000 Penalty: 4782.557617
	Iteration 57Q: 3 clusters Score -1721010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1721008.750000 Penalty: 4782.557617
	Iteration 58Q: 3 clusters Score -1721009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1721008.750000 Penalty: 4782.557617
	Iteration 59F: 3 clusters Score -1721009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Entering Unmasked Estep 
Score: -2622630.250000 Penalty: 2489.244385
	Iteration 0F: 2 clusters Score -2622630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2606779.750000 Penalty: 4978.488770
	Iteration 0F: 3 clusters Score -2606780 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2612266.500000 Penalty: 4978.488770
	Iteration 1F: 3 clusters Score -2612266 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2612770.250000 Penalty: 4978.488770
	Iteration 2F: 3 clusters Score -2612770 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2613276.250000 Penalty: 4978.488770
	Iteration 3F: 3 clusters Score -2613276 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2613803.500000 Penalty: 4978.488770
	Iteration 4Q: 3 clusters Score -2613804 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2614309.750000 Penalty: 4978.488770
	Iteration 5Q: 3 clusters Score -2614310 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2614814.500000 Penalty: 4978.488770
	Iteration 6Q: 3 clusters Score -2614814 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2615320.750000 Penalty: 4978.488770
	Iteration 7Q: 3 clusters Score -2615321 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2615816.000000 Penalty: 4978.488770
	Iteration 8Q: 3 clusters Score -2615816 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2616314.000000 Penalty: 4978.488770
	Iteration 9Q: 3 clusters Score -2616314 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2616852.750000 Penalty: 4978.488770
	Iteration 10Q: 3 clusters Score -2616853 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2617497.000000 Penalty: 4978.488770
	Iteration 11Q: 3 clusters Score -2617497 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2618182.250000 Penalty: 4978.488770
	Iteration 12Q: 3 clusters Score -2618182 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2618816.750000 Penalty: 4978.488770
	Iteration 13Q: 3 clusters Score -2618817 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2619242.000000 Penalty: 4978.488770
	Iteration 14Q: 3 clusters Score -2619242 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2619471.000000 Penalty: 4978.488770
	Iteration 15Q: 3 clusters Score -2619471 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2619660.750000 Penalty: 4978.488770
	Iteration 16Q: 3 clusters Score -2619661 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2619798.250000 Penalty: 4978.488770
	Iteration 17Q: 3 clusters Score -2619798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2619887.500000 Penalty: 4978.488770
	Iteration 18Q: 3 clusters Score -2619888 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2619948.250000 Penalty: 4978.488770
	Iteration 19Q: 3 clusters Score -2619948 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2620004.750000 Penalty: 4978.488770
	Iteration 20F: 3 clusters Score -2620005 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2620053.750000 Penalty: 4978.488770
	Iteration 21Q: 3 clusters Score -2620054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2620094.250000 Penalty: 4978.488770
	Iteration 22Q: 3 clusters Score -2620094 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2620118.500000 Penalty: 4978.488770
	Iteration 23Q: 3 clusters Score -2620118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2620132.500000 Penalty: 4978.488770
	Iteration 24Q: 3 clusters Score -2620132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2620150.500000 Penalty: 4978.488770
	Iteration 25Q: 3 clusters Score -2620150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2620169.000000 Penalty: 4978.488770
	Iteration 26Q: 3 clusters Score -2620169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2620180.750000 Penalty: 4978.488770
	Iteration 27Q: 3 clusters Score -2620181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2620198.500000 Penalty: 4978.488770
	Iteration 28Q: 3 clusters Score -2620198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2620193.500000 Penalty: 4978.488770
	Iteration 29Q: 3 clusters Score -2620194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2620208.750000 Penalty: 4978.488770
	Iteration 30Q: 3 clusters Score -2620209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2620216.750000 Penalty: 4978.488770
	Iteration 31Q: 3 clusters Score -2620217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2620219.250000 Penalty: 4978.488770
	Iteration 32Q: 3 clusters Score -2620219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2620225.250000 Penalty: 4978.488770
	Iteration 33Q: 3 clusters Score -2620225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2620221.500000 Penalty: 4978.488770
	Iteration 34Q: 3 clusters Score -2620222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2620231.750000 Penalty: 4978.488770
	Iteration 35Q: 3 clusters Score -2620232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2620231.750000 Penalty: 4978.488770
	Iteration 36Q: 3 clusters Score -2620232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2620236.250000 Penalty: 4978.488770
	Iteration 37Q: 3 clusters Score -2620236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2620245.000000 Penalty: 4978.488770
	Iteration 38Q: 3 clusters Score -2620245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2620238.000000 Penalty: 4978.488770
	Iteration 39Q: 3 clusters Score -2620238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2620242.500000 Penalty: 4978.488770
	Iteration 40F: 3 clusters Score -2620242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2620246.250000 Penalty: 4978.488770
	Iteration 41Q: 3 clusters Score -2620246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2620248.750000 Penalty: 4978.488770
	Iteration 42Q: 3 clusters Score -2620249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2620248.500000 Penalty: 4978.488770
	Iteration 43Q: 3 clusters Score -2620248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2620249.500000 Penalty: 4978.488770
	Iteration 44Q: 3 clusters Score -2620250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2620250.250000 Penalty: 4978.488770
	Iteration 45Q: 3 clusters Score -2620250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2620254.000000 Penalty: 4978.488770
	Iteration 46Q: 3 clusters Score -2620254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2620251.250000 Penalty: 4978.488770
	Iteration 47Q: 3 clusters Score -2620251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2620251.250000 Penalty: 4978.488770
	Iteration 48Q: 3 clusters Score -2620251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2620253.000000 Penalty: 4978.488770
	Iteration 49Q: 3 clusters Score -2620253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2620256.750000 Penalty: 4978.488770
	Iteration 50Q: 3 clusters Score -2620257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2620256.000000 Penalty: 4978.488770
	Iteration 51Q: 3 clusters Score -2620256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2620256.250000 Penalty: 4978.488770
	Iteration 52Q: 3 clusters Score -2620256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2620256.500000 Penalty: 4978.488770
	Iteration 53Q: 3 clusters Score -2620256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2620255.000000 Penalty: 4978.488770
	Iteration 54Q: 3 clusters Score -2620255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2620250.750000 Penalty: 4978.488770
	Iteration 55Q: 3 clusters Score -2620251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2620250.750000 Penalty: 4978.488770
	Iteration 56Q: 3 clusters Score -2620251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2620247.750000 Penalty: 4978.488770
	Iteration 57Q: 3 clusters Score -2620248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2620253.750000 Penalty: 4978.488770
	Iteration 58Q: 3 clusters Score -2620254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2620255.500000 Penalty: 4978.488770
	Iteration 59Q: 3 clusters Score -2620256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2620256.000000 Penalty: 4978.488770
	Iteration 60F: 3 clusters Score -2620256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2620261.500000 Penalty: 4978.488770
	Iteration 61Q: 3 clusters Score -2620262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2620259.000000 Penalty: 4978.488770
	Iteration 62Q: 3 clusters Score -2620259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2620256.250000 Penalty: 4978.488770
	Iteration 63Q: 3 clusters Score -2620256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2620258.250000 Penalty: 4978.488770
	Iteration 64Q: 3 clusters Score -2620258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2620259.750000 Penalty: 4978.488770
	Iteration 65Q: 3 clusters Score -2620260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2620263.000000 Penalty: 4978.488770
	Iteration 66Q: 3 clusters Score -2620263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2620258.250000 Penalty: 4978.488770
	Iteration 67Q: 3 clusters Score -2620258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2620253.250000 Penalty: 4978.488770
	Iteration 68Q: 3 clusters Score -2620253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2620255.250000 Penalty: 4978.488770
	Iteration 69Q: 3 clusters Score -2620255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2620257.750000 Penalty: 4978.488770
	Iteration 70Q: 3 clusters Score -2620258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2620260.250000 Penalty: 4978.488770
	Iteration 71Q: 3 clusters Score -2620260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2620262.750000 Penalty: 4978.488770
	Iteration 72Q: 3 clusters Score -2620263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2620257.500000 Penalty: 4978.488770
	Iteration 73Q: 3 clusters Score -2620258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2620255.250000 Penalty: 4978.488770
	Iteration 74Q: 3 clusters Score -2620255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2620257.250000 Penalty: 4978.488770
	Iteration 75Q: 3 clusters Score -2620257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2620256.500000 Penalty: 4978.488770
	Iteration 76Q: 3 clusters Score -2620256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2620262.000000 Penalty: 4978.488770
	Iteration 77Q: 3 clusters Score -2620262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2620266.250000 Penalty: 4978.488770
	Iteration 78Q: 3 clusters Score -2620266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2620267.000000 Penalty: 4978.488770
	Iteration 79Q: 3 clusters Score -2620267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2620267.000000 Penalty: 4978.488770
	Iteration 80F: 3 clusters Score -2620267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -178903.562500 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -178903.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -176497.734375 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -176497.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -176942.046875 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -176942 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -177100.968750 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -177101 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -177169.968750 Penalty: 3682.681885
	Iteration 3Q: 3 clusters Score -177170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -177205.359375 Penalty: 3682.681885
	Iteration 4Q: 3 clusters Score -177205.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -177232.656250 Penalty: 3682.681885
	Iteration 5Q: 3 clusters Score -177232.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -177240.781250 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -177240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -177247.125000 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -177247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -177251.593750 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -177251.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177256.062500 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -177256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -177257.281250 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -177257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -177258.375000 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -177258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -177258.375000 Penalty: 3682.681885
	Iteration 12F: 3 clusters Score -177258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Entering Unmasked Estep 
Score: -1105171.750000 Penalty: 2283.145508
	Iteration 0F: 2 clusters Score -1105172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1097596.625000 Penalty: 4566.291016
	Iteration 0F: 3 clusters Score -1097597 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1099935.375000 Penalty: 4566.291016
	Iteration 1F: 3 clusters Score -1099935 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1100297.625000 Penalty: 4566.291016
	Iteration 2F: 3 clusters Score -1100298 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1100595.625000 Penalty: 4566.291016
	Iteration 3F: 3 clusters Score -1100596 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1100877.750000 Penalty: 4566.291016
	Iteration 4F: 3 clusters Score -1100878 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1101125.750000 Penalty: 4566.291016
	Iteration 5Q: 3 clusters Score -1101126 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1101358.125000 Penalty: 4566.291016
	Iteration 6Q: 3 clusters Score -1101358 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1101546.250000 Penalty: 4566.291016
	Iteration 7Q: 3 clusters Score -1101546 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1101697.125000 Penalty: 4566.291016
	Iteration 8Q: 3 clusters Score -1101697 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1101840.000000 Penalty: 4566.291016
	Iteration 9Q: 3 clusters Score -1101840 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1101989.750000 Penalty: 4566.291016
	Iteration 10Q: 3 clusters Score -1101990 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1102113.500000 Penalty: 4566.291016
	Iteration 11Q: 3 clusters Score -1102114 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1102229.625000 Penalty: 4566.291016
	Iteration 12Q: 3 clusters Score -1102230 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1102339.750000 Penalty: 4566.291016
	Iteration 13Q: 3 clusters Score -1102340 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1102461.250000 Penalty: 4566.291016
	Iteration 14Q: 3 clusters Score -1102461 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1102590.875000 Penalty: 4566.291016
	Iteration 15Q: 3 clusters Score -1102591 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1102699.875000 Penalty: 4566.291016
	Iteration 16Q: 3 clusters Score -1102700 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1102798.375000 Penalty: 4566.291016
	Iteration 17Q: 3 clusters Score -1102798 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1102878.750000 Penalty: 4566.291016
	Iteration 18Q: 3 clusters Score -1102879 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1102943.000000 Penalty: 4566.291016
	Iteration 19Q: 3 clusters Score -1102943 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1102997.125000 Penalty: 4566.291016
	Iteration 20F: 3 clusters Score -1102997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1103039.250000 Penalty: 4566.291016
	Iteration 21Q: 3 clusters Score -1103039 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1103078.875000 Penalty: 4566.291016
	Iteration 22Q: 3 clusters Score -1103079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1103115.625000 Penalty: 4566.291016
	Iteration 23Q: 3 clusters Score -1103116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1103137.125000 Penalty: 4566.291016
	Iteration 24Q: 3 clusters Score -1103137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1103152.250000 Penalty: 4566.291016
	Iteration 25Q: 3 clusters Score -1103152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1103161.125000 Penalty: 4566.291016
	Iteration 26Q: 3 clusters Score -1103161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1103175.000000 Penalty: 4566.291016
	Iteration 27Q: 3 clusters Score -1103175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1103182.750000 Penalty: 4566.291016
	Iteration 28Q: 3 clusters Score -1103183 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1103189.000000 Penalty: 4566.291016
	Iteration 29Q: 3 clusters Score -1103189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1103192.875000 Penalty: 4566.291016
	Iteration 30Q: 3 clusters Score -1103193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1103199.625000 Penalty: 4566.291016
	Iteration 31Q: 3 clusters Score -1103200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1103204.500000 Penalty: 4566.291016
	Iteration 32Q: 3 clusters Score -1103204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1103212.375000 Penalty: 4566.291016
	Iteration 33Q: 3 clusters Score -1103212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1103218.750000 Penalty: 4566.291016
	Iteration 34Q: 3 clusters Score -1103219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1103225.500000 Penalty: 4566.291016
	Iteration 35Q: 3 clusters Score -1103226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1103228.125000 Penalty: 4566.291016
	Iteration 36Q: 3 clusters Score -1103228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1103232.125000 Penalty: 4566.291016
	Iteration 37Q: 3 clusters Score -1103232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1103233.875000 Penalty: 4566.291016
	Iteration 38Q: 3 clusters Score -1103234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1103238.875000 Penalty: 4566.291016
	Iteration 39Q: 3 clusters Score -1103239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1103243.500000 Penalty: 4566.291016
	Iteration 40F: 3 clusters Score -1103244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1103244.875000 Penalty: 4566.291016
	Iteration 41Q: 3 clusters Score -1103245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1103246.500000 Penalty: 4566.291016
	Iteration 42Q: 3 clusters Score -1103246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1103248.250000 Penalty: 4566.291016
	Iteration 43Q: 3 clusters Score -1103248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1103251.625000 Penalty: 4566.291016
	Iteration 44Q: 3 clusters Score -1103252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1103251.125000 Penalty: 4566.291016
	Iteration 45Q: 3 clusters Score -1103251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1103251.500000 Penalty: 4566.291016
	Iteration 46Q: 3 clusters Score -1103252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1103253.375000 Penalty: 4566.291016
	Iteration 47Q: 3 clusters Score -1103253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1103255.000000 Penalty: 4566.291016
	Iteration 48Q: 3 clusters Score -1103255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1103254.750000 Penalty: 4566.291016
	Iteration 49Q: 3 clusters Score -1103255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1103256.625000 Penalty: 4566.291016
	Iteration 50Q: 3 clusters Score -1103257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1103256.625000 Penalty: 4566.291016
	Iteration 51Q: 3 clusters Score -1103257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1103259.250000 Penalty: 4566.291016
	Iteration 52Q: 3 clusters Score -1103259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1103258.625000 Penalty: 4566.291016
	Iteration 53Q: 3 clusters Score -1103259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1103260.125000 Penalty: 4566.291016
	Iteration 54Q: 3 clusters Score -1103260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1103260.500000 Penalty: 4566.291016
	Iteration 55Q: 3 clusters Score -1103260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1103262.375000 Penalty: 4566.291016
	Iteration 56Q: 3 clusters Score -1103262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1103263.875000 Penalty: 4566.291016
	Iteration 57Q: 3 clusters Score -1103264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1103266.875000 Penalty: 4566.291016
	Iteration 58Q: 3 clusters Score -1103267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1103269.750000 Penalty: 4566.291016
	Iteration 59Q: 3 clusters Score -1103270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1103273.000000 Penalty: 4566.291016
	Iteration 60F: 3 clusters Score -1103273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1103273.875000 Penalty: 4566.291016
	Iteration 61Q: 3 clusters Score -1103274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1103276.000000 Penalty: 4566.291016
	Iteration 62Q: 3 clusters Score -1103276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1103277.500000 Penalty: 4566.291016
	Iteration 63Q: 3 clusters Score -1103278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1103280.875000 Penalty: 4566.291016
	Iteration 64Q: 3 clusters Score -1103281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1103282.000000 Penalty: 4566.291016
	Iteration 65Q: 3 clusters Score -1103282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1103288.000000 Penalty: 4566.291016
	Iteration 66Q: 3 clusters Score -1103288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1103288.750000 Penalty: 4566.291016
	Iteration 67Q: 3 clusters Score -1103289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1103293.125000 Penalty: 4566.291016
	Iteration 68Q: 3 clusters Score -1103293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1103300.875000 Penalty: 4566.291016
	Iteration 69Q: 3 clusters Score -1103301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1103299.250000 Penalty: 4566.291016
	Iteration 70Q: 3 clusters Score -1103299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1103304.375000 Penalty: 4566.291016
	Iteration 71Q: 3 clusters Score -1103304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1103305.750000 Penalty: 4566.291016
	Iteration 72Q: 3 clusters Score -1103306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1103306.625000 Penalty: 4566.291016
	Iteration 73Q: 3 clusters Score -1103307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1103309.875000 Penalty: 4566.291016
	Iteration 74Q: 3 clusters Score -1103310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1103309.750000 Penalty: 4566.291016
	Iteration 75Q: 3 clusters Score -1103310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1103311.125000 Penalty: 4566.291016
	Iteration 76Q: 3 clusters Score -1103311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1103311.750000 Penalty: 4566.291016
	Iteration 77Q: 3 clusters Score -1103312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1103311.625000 Penalty: 4566.291016
	Iteration 78Q: 3 clusters Score -1103312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1103311.625000 Penalty: 4566.291016
	Iteration 79F: 3 clusters Score -1103312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (10745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Entering Unmasked Estep 
Score: -1120787.500000 Penalty: 2301.984619
	Iteration 0F: 2 clusters Score -1120788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1112620.625000 Penalty: 4603.969238
	Iteration 0F: 3 clusters Score -1112621 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1115220.375000 Penalty: 4603.969238
	Iteration 1F: 3 clusters Score -1115220 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1115859.625000 Penalty: 4603.969238
	Iteration 2F: 3 clusters Score -1115860 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1116486.375000 Penalty: 4603.969238
	Iteration 3F: 3 clusters Score -1116486 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1117203.500000 Penalty: 4603.969238
	Iteration 4F: 3 clusters Score -1117204 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1117942.625000 Penalty: 4603.969238
	Iteration 5F: 3 clusters Score -1117943 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1118493.375000 Penalty: 4603.969238
	Iteration 6F: 3 clusters Score -1118493 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1118819.750000 Penalty: 4603.969238
	Iteration 7Q: 3 clusters Score -1118820 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1118992.125000 Penalty: 4603.969238
	Iteration 8Q: 3 clusters Score -1118992 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1119107.125000 Penalty: 4603.969238
	Iteration 9Q: 3 clusters Score -1119107 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1119166.875000 Penalty: 4603.969238
	Iteration 10Q: 3 clusters Score -1119167 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1119201.875000 Penalty: 4603.969238
	Iteration 11Q: 3 clusters Score -1119202 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1119222.750000 Penalty: 4603.969238
	Iteration 12Q: 3 clusters Score -1119223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1119234.125000 Penalty: 4603.969238
	Iteration 13Q: 3 clusters Score -1119234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1119250.125000 Penalty: 4603.969238
	Iteration 14Q: 3 clusters Score -1119250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1119258.375000 Penalty: 4603.969238
	Iteration 15Q: 3 clusters Score -1119258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1119265.250000 Penalty: 4603.969238
	Iteration 16Q: 3 clusters Score -1119265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1119272.875000 Penalty: 4603.969238
	Iteration 17Q: 3 clusters Score -1119273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1119278.500000 Penalty: 4603.969238
	Iteration 18Q: 3 clusters Score -1119278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1119281.625000 Penalty: 4603.969238
	Iteration 19Q: 3 clusters Score -1119282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1119287.250000 Penalty: 4603.969238
	Iteration 20F: 3 clusters Score -1119287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1119290.250000 Penalty: 4603.969238
	Iteration 21Q: 3 clusters Score -1119290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1119292.750000 Penalty: 4603.969238
	Iteration 22Q: 3 clusters Score -1119293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1119292.125000 Penalty: 4603.969238
	Iteration 23Q: 3 clusters Score -1119292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1119293.625000 Penalty: 4603.969238
	Iteration 24Q: 3 clusters Score -1119294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1119294.375000 Penalty: 4603.969238
	Iteration 25Q: 3 clusters Score -1119294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1119295.250000 Penalty: 4603.969238
	Iteration 26Q: 3 clusters Score -1119295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1119297.375000 Penalty: 4603.969238
	Iteration 27Q: 3 clusters Score -1119297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1119297.750000 Penalty: 4603.969238
	Iteration 28Q: 3 clusters Score -1119298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1119298.000000 Penalty: 4603.969238
	Iteration 29Q: 3 clusters Score -1119298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1119296.500000 Penalty: 4603.969238
	Iteration 30Q: 3 clusters Score -1119296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1119296.250000 Penalty: 4603.969238
	Iteration 31Q: 3 clusters Score -1119296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1119296.125000 Penalty: 4603.969238
	Iteration 32Q: 3 clusters Score -1119296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1119296.125000 Penalty: 4603.969238
	Iteration 33F: 3 clusters Score -1119296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Entering Unmasked Estep 
Score: -1284427.125000 Penalty: 2318.976318
	Iteration 0F: 2 clusters Score -1284427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1275822.875000 Penalty: 4637.952637
	Iteration 0F: 3 clusters Score -1275823 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1278387.625000 Penalty: 4637.952637
	Iteration 1F: 3 clusters Score -1278388 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1278710.500000 Penalty: 4637.952637
	Iteration 2F: 3 clusters Score -1278710 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1279000.750000 Penalty: 4637.952637
	Iteration 3Q: 3 clusters Score -1279001 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1279295.000000 Penalty: 4637.952637
	Iteration 4Q: 3 clusters Score -1279295 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1279576.750000 Penalty: 4637.952637
	Iteration 5Q: 3 clusters Score -1279577 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1279876.375000 Penalty: 4637.952637
	Iteration 6Q: 3 clusters Score -1279876 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1280158.125000 Penalty: 4637.952637
	Iteration 7Q: 3 clusters Score -1280158 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1280412.125000 Penalty: 4637.952637
	Iteration 8Q: 3 clusters Score -1280412 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1280637.125000 Penalty: 4637.952637
	Iteration 9Q: 3 clusters Score -1280637 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1280864.625000 Penalty: 4637.952637
	Iteration 10Q: 3 clusters Score -1280865 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1281066.500000 Penalty: 4637.952637
	Iteration 11Q: 3 clusters Score -1281066 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1281239.750000 Penalty: 4637.952637
	Iteration 12Q: 3 clusters Score -1281240 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1281390.500000 Penalty: 4637.952637
	Iteration 13Q: 3 clusters Score -1281390 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1281555.000000 Penalty: 4637.952637
	Iteration 14Q: 3 clusters Score -1281555 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1281715.625000 Penalty: 4637.952637
	Iteration 15Q: 3 clusters Score -1281716 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1281876.000000 Penalty: 4637.952637
	Iteration 16Q: 3 clusters Score -1281876 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1282023.000000 Penalty: 4637.952637
	Iteration 17Q: 3 clusters Score -1282023 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1282135.750000 Penalty: 4637.952637
	Iteration 18Q: 3 clusters Score -1282136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1282210.875000 Penalty: 4637.952637
	Iteration 19Q: 3 clusters Score -1282211 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1282267.750000 Penalty: 4637.952637
	Iteration 20F: 3 clusters Score -1282268 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1282315.250000 Penalty: 4637.952637
	Iteration 21Q: 3 clusters Score -1282315 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1282355.250000 Penalty: 4637.952637
	Iteration 22Q: 3 clusters Score -1282355 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1282398.250000 Penalty: 4637.952637
	Iteration 23Q: 3 clusters Score -1282398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1282426.125000 Penalty: 4637.952637
	Iteration 24Q: 3 clusters Score -1282426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1282445.625000 Penalty: 4637.952637
	Iteration 25Q: 3 clusters Score -1282446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1282471.750000 Penalty: 4637.952637
	Iteration 26Q: 3 clusters Score -1282472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1282495.375000 Penalty: 4637.952637
	Iteration 27Q: 3 clusters Score -1282495 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1282521.875000 Penalty: 4637.952637
	Iteration 28Q: 3 clusters Score -1282522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1282543.750000 Penalty: 4637.952637
	Iteration 29Q: 3 clusters Score -1282544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1282572.875000 Penalty: 4637.952637
	Iteration 30Q: 3 clusters Score -1282573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1282604.375000 Penalty: 4637.952637
	Iteration 31Q: 3 clusters Score -1282604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1282633.875000 Penalty: 4637.952637
	Iteration 32Q: 3 clusters Score -1282634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1282654.750000 Penalty: 4637.952637
	Iteration 33Q: 3 clusters Score -1282655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1282667.875000 Penalty: 4637.952637
	Iteration 34Q: 3 clusters Score -1282668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1282676.250000 Penalty: 4637.952637
	Iteration 35Q: 3 clusters Score -1282676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1282682.500000 Penalty: 4637.952637
	Iteration 36Q: 3 clusters Score -1282682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1282687.375000 Penalty: 4637.952637
	Iteration 37Q: 3 clusters Score -1282687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1282692.000000 Penalty: 4637.952637
	Iteration 38Q: 3 clusters Score -1282692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1282693.000000 Penalty: 4637.952637
	Iteration 39Q: 3 clusters Score -1282693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1282693.625000 Penalty: 4637.952637
	Iteration 40F: 3 clusters Score -1282694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1282694.750000 Penalty: 4637.952637
	Iteration 41Q: 3 clusters Score -1282695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1282697.875000 Penalty: 4637.952637
	Iteration 42Q: 3 clusters Score -1282698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1282699.750000 Penalty: 4637.952637
	Iteration 43Q: 3 clusters Score -1282700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1282698.625000 Penalty: 4637.952637
	Iteration 44Q: 3 clusters Score -1282699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1282700.750000 Penalty: 4637.952637
	Iteration 45Q: 3 clusters Score -1282701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1282700.000000 Penalty: 4637.952637
	Iteration 46Q: 3 clusters Score -1282700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1282700.875000 Penalty: 4637.952637
	Iteration 47Q: 3 clusters Score -1282701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1282700.125000 Penalty: 4637.952637
	Iteration 48Q: 3 clusters Score -1282700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1282701.500000 Penalty: 4637.952637
	Iteration 49Q: 3 clusters Score -1282702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1282701.750000 Penalty: 4637.952637
	Iteration 50Q: 3 clusters Score -1282702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1282703.625000 Penalty: 4637.952637
	Iteration 51Q: 3 clusters Score -1282704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1282706.000000 Penalty: 4637.952637
	Iteration 52Q: 3 clusters Score -1282706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1282705.250000 Penalty: 4637.952637
	Iteration 53Q: 3 clusters Score -1282705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1282703.625000 Penalty: 4637.952637
	Iteration 54Q: 3 clusters Score -1282704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1282703.625000 Penalty: 4637.952637
	Iteration 55F: 3 clusters Score -1282704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (99429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Entering Unmasked Estep 
Score: -11772509.000000 Penalty: 2853.785400
	Iteration 0F: 2 clusters Score -1.177251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -11706199.000000 Penalty: 5707.570801
	Iteration 0F: 3 clusters Score -1.17062e+07 nChanged 46886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -11733734.000000 Penalty: 5707.570801
	Iteration 1F: 3 clusters Score -1.173373e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -11736002.000000 Penalty: 5707.570801
	Iteration 2F: 3 clusters Score -1.1736e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -11739749.000000 Penalty: 5707.570801
	Iteration 3F: 3 clusters Score -1.173975e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -11744738.000000 Penalty: 5707.570801
	Iteration 4F: 3 clusters Score -1.174474e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -11750143.000000 Penalty: 5707.570801
	Iteration 5F: 3 clusters Score -1.175014e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -11755056.000000 Penalty: 5707.570801
	Iteration 6F: 3 clusters Score -1.175506e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -11759028.000000 Penalty: 5707.570801
	Iteration 7F: 3 clusters Score -1.175903e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -11762417.000000 Penalty: 5707.570801
	Iteration 8Q: 3 clusters Score -1.176242e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -11765069.000000 Penalty: 5707.570801
	Iteration 9Q: 3 clusters Score -1.176507e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 93844 members 
Entering Unmasked Estep 
Score: -11767113.000000 Penalty: 5707.570801
	Iteration 10Q: 3 clusters Score -1.176711e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 95566 members 
Entering Unmasked Estep 
Score: -11768420.000000 Penalty: 5707.570801
	Iteration 11Q: 3 clusters Score -1.176842e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 96647 members 
Entering Unmasked Estep 
Score: -11769136.000000 Penalty: 5707.570801
	Iteration 12Q: 3 clusters Score -1.176914e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 97326 members 
Entering Unmasked Estep 
Score: -11769610.000000 Penalty: 5707.570801
	Iteration 13Q: 3 clusters Score -1.176961e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -11769845.000000 Penalty: 5707.570801
	Iteration 14Q: 3 clusters Score -1.176984e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -11770007.000000 Penalty: 5707.570801
	Iteration 15Q: 3 clusters Score -1.177001e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 98094 members 
Entering Unmasked Estep 
Score: -11770090.000000 Penalty: 5707.570801
	Iteration 16Q: 3 clusters Score -1.177009e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -11770144.000000 Penalty: 5707.570801
	Iteration 17Q: 3 clusters Score -1.177014e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -11770162.000000 Penalty: 5707.570801
	Iteration 18Q: 3 clusters Score -1.177016e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -11770214.000000 Penalty: 5707.570801
	Iteration 19Q: 3 clusters Score -1.177021e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -11770227.000000 Penalty: 5707.570801
	Iteration 20F: 3 clusters Score -1.177023e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -11770253.000000 Penalty: 5707.570801
	Iteration 21Q: 3 clusters Score -1.177025e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -11770264.000000 Penalty: 5707.570801
	Iteration 22Q: 3 clusters Score -1.177026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -11770281.000000 Penalty: 5707.570801
	Iteration 23Q: 3 clusters Score -1.177028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 98444 members 
Entering Unmasked Estep 
Score: -11770285.000000 Penalty: 5707.570801
	Iteration 24Q: 3 clusters Score -1.177028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
Score: -11770294.000000 Penalty: 5707.570801
	Iteration 25Q: 3 clusters Score -1.177029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -11770300.000000 Penalty: 5707.570801
	Iteration 26Q: 3 clusters Score -1.17703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -11770299.000000 Penalty: 5707.570801
	Iteration 27Q: 3 clusters Score -1.17703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -11770301.000000 Penalty: 5707.570801
	Iteration 28Q: 3 clusters Score -1.17703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -11770314.000000 Penalty: 5707.570801
	Iteration 29Q: 3 clusters Score -1.177031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -11770310.000000 Penalty: 5707.570801
	Iteration 30Q: 3 clusters Score -1.177031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -11770312.000000 Penalty: 5707.570801
	Iteration 31Q: 3 clusters Score -1.177031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -11770318.000000 Penalty: 5707.570801
	Iteration 32Q: 3 clusters Score -1.177032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -11770319.000000 Penalty: 5707.570801
	Iteration 33Q: 3 clusters Score -1.177032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -11770324.000000 Penalty: 5707.570801
	Iteration 34Q: 3 clusters Score -1.177032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 98488 members 
Entering Unmasked Estep 
Score: -11770323.000000 Penalty: 5707.570801
	Iteration 35Q: 3 clusters Score -1.177032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -11770319.000000 Penalty: 5707.570801
	Iteration 36Q: 3 clusters Score -1.177032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -11770327.000000 Penalty: 5707.570801
	Iteration 37Q: 3 clusters Score -1.177033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -11770325.000000 Penalty: 5707.570801
	Iteration 38Q: 3 clusters Score -1.177032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -11770327.000000 Penalty: 5707.570801
	Iteration 39Q: 3 clusters Score -1.177033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -11770325.000000 Penalty: 5707.570801
	Iteration 40F: 3 clusters Score -1.177032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -443485.781250 Penalty: 2053.867432
	Iteration 0F: 2 clusters Score -443485.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -439719.312500 Penalty: 4107.734863
	Iteration 0F: 3 clusters Score -439719.3 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -440588.031250 Penalty: 4107.734863
	Iteration 1F: 3 clusters Score -440588 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -440825.343750 Penalty: 4107.734863
	Iteration 2F: 3 clusters Score -440825.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -441005.312500 Penalty: 4107.734863
	Iteration 3F: 3 clusters Score -441005.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -441158.093750 Penalty: 4107.734863
	Iteration 4F: 3 clusters Score -441158.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -441284.781250 Penalty: 4107.734863
	Iteration 5Q: 3 clusters Score -441284.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -441430.125000 Penalty: 4107.734863
	Iteration 6Q: 3 clusters Score -441430.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -441580.625000 Penalty: 4107.734863
	Iteration 7Q: 3 clusters Score -441580.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -441735.468750 Penalty: 4107.734863
	Iteration 8Q: 3 clusters Score -441735.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -441901.718750 Penalty: 4107.734863
	Iteration 9Q: 3 clusters Score -441901.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -442050.125000 Penalty: 4107.734863
	Iteration 10Q: 3 clusters Score -442050.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -442135.375000 Penalty: 4107.734863
	Iteration 11Q: 3 clusters Score -442135.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -442212.468750 Penalty: 4107.734863
	Iteration 12Q: 3 clusters Score -442212.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -442273.468750 Penalty: 4107.734863
	Iteration 13Q: 3 clusters Score -442273.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -442319.156250 Penalty: 4107.734863
	Iteration 14Q: 3 clusters Score -442319.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -442353.593750 Penalty: 4107.734863
	Iteration 15Q: 3 clusters Score -442353.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -442381.781250 Penalty: 4107.734863
	Iteration 16Q: 3 clusters Score -442381.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -442403.687500 Penalty: 4107.734863
	Iteration 17Q: 3 clusters Score -442403.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -442419.156250 Penalty: 4107.734863
	Iteration 18Q: 3 clusters Score -442419.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -442427.281250 Penalty: 4107.734863
	Iteration 19Q: 3 clusters Score -442427.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -442433.875000 Penalty: 4107.734863
	Iteration 20F: 3 clusters Score -442433.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -442438.250000 Penalty: 4107.734863
	Iteration 21Q: 3 clusters Score -442438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -442443.687500 Penalty: 4107.734863
	Iteration 22Q: 3 clusters Score -442443.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -442449.593750 Penalty: 4107.734863
	Iteration 23Q: 3 clusters Score -442449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -442452.000000 Penalty: 4107.734863
	Iteration 24Q: 3 clusters Score -442452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -442454.125000 Penalty: 4107.734863
	Iteration 25Q: 3 clusters Score -442454.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -442454.343750 Penalty: 4107.734863
	Iteration 26Q: 3 clusters Score -442454.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -442454.375000 Penalty: 4107.734863
	Iteration 27Q: 3 clusters Score -442454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -442455.843750 Penalty: 4107.734863
	Iteration 28Q: 3 clusters Score -442455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -442456.750000 Penalty: 4107.734863
	Iteration 29Q: 3 clusters Score -442456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -442456.750000 Penalty: 4107.734863
	Iteration 30F: 3 clusters Score -442456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (10422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Entering Unmasked Estep 
Score: -1129906.875000 Penalty: 2294.415283
	Iteration 0F: 2 clusters Score -1129907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1121940.000000 Penalty: 4588.830566
	Iteration 0F: 3 clusters Score -1121940 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1124613.375000 Penalty: 4588.830566
	Iteration 1F: 3 clusters Score -1124613 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1125158.625000 Penalty: 4588.830566
	Iteration 2F: 3 clusters Score -1125159 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1125641.375000 Penalty: 4588.830566
	Iteration 3F: 3 clusters Score -1125641 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1126168.000000 Penalty: 4588.830566
	Iteration 4F: 3 clusters Score -1126168 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1126686.625000 Penalty: 4588.830566
	Iteration 5F: 3 clusters Score -1126687 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1127161.250000 Penalty: 4588.830566
	Iteration 6F: 3 clusters Score -1127161 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1127526.625000 Penalty: 4588.830566
	Iteration 7Q: 3 clusters Score -1127527 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1127789.875000 Penalty: 4588.830566
	Iteration 8Q: 3 clusters Score -1127790 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1127962.625000 Penalty: 4588.830566
	Iteration 9Q: 3 clusters Score -1127963 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1128092.125000 Penalty: 4588.830566
	Iteration 10Q: 3 clusters Score -1128092 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1128210.625000 Penalty: 4588.830566
	Iteration 11Q: 3 clusters Score -1128211 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1128298.375000 Penalty: 4588.830566
	Iteration 12Q: 3 clusters Score -1128298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1128374.375000 Penalty: 4588.830566
	Iteration 13Q: 3 clusters Score -1128374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1128439.250000 Penalty: 4588.830566
	Iteration 14Q: 3 clusters Score -1128439 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1128495.000000 Penalty: 4588.830566
	Iteration 15Q: 3 clusters Score -1128495 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1128573.125000 Penalty: 4588.830566
	Iteration 16Q: 3 clusters Score -1128573 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1128684.750000 Penalty: 4588.830566
	Iteration 17Q: 3 clusters Score -1128685 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1128849.125000 Penalty: 4588.830566
	Iteration 18Q: 3 clusters Score -1128849 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1129048.625000 Penalty: 4588.830566
	Iteration 19Q: 3 clusters Score -1129049 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1129253.000000 Penalty: 4588.830566
	Iteration 20F: 3 clusters Score -1129253 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1129367.875000 Penalty: 4588.830566
	Iteration 21Q: 3 clusters Score -1129368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1129432.875000 Penalty: 4588.830566
	Iteration 22Q: 3 clusters Score -1129433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1129470.000000 Penalty: 4588.830566
	Iteration 23Q: 3 clusters Score -1129470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1129492.750000 Penalty: 4588.830566
	Iteration 24Q: 3 clusters Score -1129493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1129506.625000 Penalty: 4588.830566
	Iteration 25Q: 3 clusters Score -1129507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1129517.125000 Penalty: 4588.830566
	Iteration 26Q: 3 clusters Score -1129517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1129526.625000 Penalty: 4588.830566
	Iteration 27Q: 3 clusters Score -1129527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1129532.125000 Penalty: 4588.830566
	Iteration 28Q: 3 clusters Score -1129532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1129546.000000 Penalty: 4588.830566
	Iteration 29Q: 3 clusters Score -1129546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1129554.750000 Penalty: 4588.830566
	Iteration 30Q: 3 clusters Score -1129555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1129556.500000 Penalty: 4588.830566
	Iteration 31Q: 3 clusters Score -1129556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1129561.125000 Penalty: 4588.830566
	Iteration 32Q: 3 clusters Score -1129561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1129569.625000 Penalty: 4588.830566
	Iteration 33Q: 3 clusters Score -1129570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1129577.750000 Penalty: 4588.830566
	Iteration 34Q: 3 clusters Score -1129578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1129585.125000 Penalty: 4588.830566
	Iteration 35Q: 3 clusters Score -1129585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1129590.875000 Penalty: 4588.830566
	Iteration 36Q: 3 clusters Score -1129591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1129591.375000 Penalty: 4588.830566
	Iteration 37Q: 3 clusters Score -1129591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1129597.250000 Penalty: 4588.830566
	Iteration 38Q: 3 clusters Score -1129597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1129599.750000 Penalty: 4588.830566
	Iteration 39Q: 3 clusters Score -1129600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1129602.750000 Penalty: 4588.830566
	Iteration 40F: 3 clusters Score -1129603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1129608.000000 Penalty: 4588.830566
	Iteration 41Q: 3 clusters Score -1129608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1129610.000000 Penalty: 4588.830566
	Iteration 42Q: 3 clusters Score -1129610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1129614.500000 Penalty: 4588.830566
	Iteration 43Q: 3 clusters Score -1129614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1129613.750000 Penalty: 4588.830566
	Iteration 44Q: 3 clusters Score -1129614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1129613.500000 Penalty: 4588.830566
	Iteration 45Q: 3 clusters Score -1129614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1129614.875000 Penalty: 4588.830566
	Iteration 46Q: 3 clusters Score -1129615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1129616.500000 Penalty: 4588.830566
	Iteration 47Q: 3 clusters Score -1129616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1129615.750000 Penalty: 4588.830566
	Iteration 48Q: 3 clusters Score -1129616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1129614.125000 Penalty: 4588.830566
	Iteration 49Q: 3 clusters Score -1129614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1129618.125000 Penalty: 4588.830566
	Iteration 50Q: 3 clusters Score -1129618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1129619.375000 Penalty: 4588.830566
	Iteration 51Q: 3 clusters Score -1129619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1129619.375000 Penalty: 4588.830566
	Iteration 52Q: 3 clusters Score -1129619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1129619.625000 Penalty: 4588.830566
	Iteration 53Q: 3 clusters Score -1129620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1129620.250000 Penalty: 4588.830566
	Iteration 54Q: 3 clusters Score -1129620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1129621.250000 Penalty: 4588.830566
	Iteration 55Q: 3 clusters Score -1129621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1129623.000000 Penalty: 4588.830566
	Iteration 56Q: 3 clusters Score -1129623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1129624.000000 Penalty: 4588.830566
	Iteration 57Q: 3 clusters Score -1129624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1129623.375000 Penalty: 4588.830566
	Iteration 58Q: 3 clusters Score -1129623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1129623.125000 Penalty: 4588.830566
	Iteration 59Q: 3 clusters Score -1129623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1129622.750000 Penalty: 4588.830566
	Iteration 60F: 3 clusters Score -1129623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -65027.535156 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -65027.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63380.156250 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -63380.16 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63588.066406 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -63588.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63670.636719 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -63670.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63736.113281 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -63736.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63774.804688 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -63774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63821.246094 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -63821.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63935.152344 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -63935.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64061.300781 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -64061.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64108.542969 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -64108.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64156.734375 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -64156.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64178.312500 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -64178.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64213.933594 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -64213.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64254.878906 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -64254.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64287.976562 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -64287.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64300.511719 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -64300.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64307.160156 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -64307.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64307.160156 Penalty: 3199.433350
	Iteration 16F: 3 clusters Score -64307.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -163458.453125 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -163458.5 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 745 members 
Entering Unmasked Estep 
Score: -161182.609375 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -161182.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -161596.578125 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -161596.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161710.265625 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -161710.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -161760.703125 Penalty: 3632.292725
	Iteration 3Q: 3 clusters Score -161760.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161786.906250 Penalty: 3632.292725
	Iteration 4Q: 3 clusters Score -161786.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161799.656250 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -161799.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -161805.375000 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -161805.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161814.593750 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -161814.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -161819.687500 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -161819.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161827.781250 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -161827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161833.515625 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -161833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -161836.812500 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -161836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -161838.625000 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -161838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161841.281250 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -161841.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161841.281250 Penalty: 3632.292725
	Iteration 14F: 3 clusters Score -161841.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (42453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Entering Unmasked Estep 
Score: -4972047.000000 Penalty: 2642.725830
	Iteration 0F: 2 clusters Score -4972047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4943115.500000 Penalty: 5285.451660
	Iteration 0F: 3 clusters Score -4943116 nChanged 19544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4954024.500000 Penalty: 5285.451660
	Iteration 1F: 3 clusters Score -4954024 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4954493.500000 Penalty: 5285.451660
	Iteration 2Q: 3 clusters Score -4954494 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4954945.500000 Penalty: 5285.451660
	Iteration 3Q: 3 clusters Score -4954946 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4955559.000000 Penalty: 5285.451660
	Iteration 4Q: 3 clusters Score -4955559 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4956379.000000 Penalty: 5285.451660
	Iteration 5Q: 3 clusters Score -4956379 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -4957532.500000 Penalty: 5285.451660
	Iteration 6Q: 3 clusters Score -4957532 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4959157.000000 Penalty: 5285.451660
	Iteration 7F: 3 clusters Score -4959157 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4961501.000000 Penalty: 5285.451660
	Iteration 8F: 3 clusters Score -4961501 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4964500.500000 Penalty: 5285.451660
	Iteration 9F: 3 clusters Score -4964500 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4967265.500000 Penalty: 5285.451660
	Iteration 10F: 3 clusters Score -4967266 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4969110.000000 Penalty: 5285.451660
	Iteration 11F: 3 clusters Score -4969110 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4969842.500000 Penalty: 5285.451660
	Iteration 12Q: 3 clusters Score -4969842 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4970105.000000 Penalty: 5285.451660
	Iteration 13Q: 3 clusters Score -4970105 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -4970222.500000 Penalty: 5285.451660
	Iteration 14Q: 3 clusters Score -4970222 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -4970310.500000 Penalty: 5285.451660
	Iteration 15Q: 3 clusters Score -4970310 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -4970360.000000 Penalty: 5285.451660
	Iteration 16Q: 3 clusters Score -4970360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4970395.500000 Penalty: 5285.451660
	Iteration 17Q: 3 clusters Score -4970396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4970410.000000 Penalty: 5285.451660
	Iteration 18Q: 3 clusters Score -4970410 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4970417.000000 Penalty: 5285.451660
	Iteration 19Q: 3 clusters Score -4970417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4970441.500000 Penalty: 5285.451660
	Iteration 20F: 3 clusters Score -4970442 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -4970432.500000 Penalty: 5285.451660
	Iteration 21Q: 3 clusters Score -4970432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4970436.000000 Penalty: 5285.451660
	Iteration 22Q: 3 clusters Score -4970436 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -4970451.000000 Penalty: 5285.451660
	Iteration 23Q: 3 clusters Score -4970451 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -4970467.500000 Penalty: 5285.451660
	Iteration 24Q: 3 clusters Score -4970468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4970472.000000 Penalty: 5285.451660
	Iteration 25Q: 3 clusters Score -4970472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4970485.000000 Penalty: 5285.451660
	Iteration 26Q: 3 clusters Score -4970485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4970494.500000 Penalty: 5285.451660
	Iteration 27Q: 3 clusters Score -4970494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4970496.000000 Penalty: 5285.451660
	Iteration 28Q: 3 clusters Score -4970496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -4970508.500000 Penalty: 5285.451660
	Iteration 29Q: 3 clusters Score -4970508 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4970510.000000 Penalty: 5285.451660
	Iteration 30Q: 3 clusters Score -4970510 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -4970504.000000 Penalty: 5285.451660
	Iteration 31Q: 3 clusters Score -4970504 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4970520.000000 Penalty: 5285.451660
	Iteration 32Q: 3 clusters Score -4970520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4970518.000000 Penalty: 5285.451660
	Iteration 33Q: 3 clusters Score -4970518 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4970521.500000 Penalty: 5285.451660
	Iteration 34Q: 3 clusters Score -4970522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4970537.000000 Penalty: 5285.451660
	Iteration 35Q: 3 clusters Score -4970537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4970540.000000 Penalty: 5285.451660
	Iteration 36Q: 3 clusters Score -4970540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4970542.500000 Penalty: 5285.451660
	Iteration 37Q: 3 clusters Score -4970542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -4970546.500000 Penalty: 5285.451660
	Iteration 38Q: 3 clusters Score -4970546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4970554.500000 Penalty: 5285.451660
	Iteration 39Q: 3 clusters Score -4970554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4970555.500000 Penalty: 5285.451660
	Iteration 40F: 3 clusters Score -4970556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4970553.000000 Penalty: 5285.451660
	Iteration 41Q: 3 clusters Score -4970553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4970558.500000 Penalty: 5285.451660
	Iteration 42Q: 3 clusters Score -4970558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4970563.500000 Penalty: 5285.451660
	Iteration 43Q: 3 clusters Score -4970564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4970578.000000 Penalty: 5285.451660
	Iteration 44Q: 3 clusters Score -4970578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4970578.500000 Penalty: 5285.451660
	Iteration 45Q: 3 clusters Score -4970578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -4970574.500000 Penalty: 5285.451660
	Iteration 46Q: 3 clusters Score -4970574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4970586.000000 Penalty: 5285.451660
	Iteration 47Q: 3 clusters Score -4970586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4970589.500000 Penalty: 5285.451660
	Iteration 48Q: 3 clusters Score -4970590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4970595.000000 Penalty: 5285.451660
	Iteration 49Q: 3 clusters Score -4970595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -4970595.500000 Penalty: 5285.451660
	Iteration 50Q: 3 clusters Score -4970596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -4970597.500000 Penalty: 5285.451660
	Iteration 51Q: 3 clusters Score -4970598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4970605.000000 Penalty: 5285.451660
	Iteration 52Q: 3 clusters Score -4970605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4970600.500000 Penalty: 5285.451660
	Iteration 53Q: 3 clusters Score -4970600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4970610.500000 Penalty: 5285.451660
	Iteration 54Q: 3 clusters Score -4970610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -4970618.000000 Penalty: 5285.451660
	Iteration 55Q: 3 clusters Score -4970618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4970621.000000 Penalty: 5285.451660
	Iteration 56Q: 3 clusters Score -4970621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -4970618.000000 Penalty: 5285.451660
	Iteration 57Q: 3 clusters Score -4970618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4970609.500000 Penalty: 5285.451660
	Iteration 58Q: 3 clusters Score -4970610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -4970612.500000 Penalty: 5285.451660
	Iteration 59Q: 3 clusters Score -4970612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4970617.000000 Penalty: 5285.451660
	Iteration 60F: 3 clusters Score -4970617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -4970610.500000 Penalty: 5285.451660
	Iteration 61Q: 3 clusters Score -4970610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4970610.500000 Penalty: 5285.451660
	Iteration 62Q: 3 clusters Score -4970610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -4970607.500000 Penalty: 5285.451660
	Iteration 63Q: 3 clusters Score -4970608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4970613.000000 Penalty: 5285.451660
	Iteration 64Q: 3 clusters Score -4970613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4970613.500000 Penalty: 5285.451660
	Iteration 65Q: 3 clusters Score -4970614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -4970616.000000 Penalty: 5285.451660
	Iteration 66Q: 3 clusters Score -4970616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4970616.000000 Penalty: 5285.451660
	Iteration 67Q: 3 clusters Score -4970616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4970622.000000 Penalty: 5285.451660
	Iteration 68Q: 3 clusters Score -4970622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4970625.500000 Penalty: 5285.451660
	Iteration 69Q: 3 clusters Score -4970626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4970631.000000 Penalty: 5285.451660
	Iteration 70Q: 3 clusters Score -4970631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -4970637.000000 Penalty: 5285.451660
	Iteration 71Q: 3 clusters Score -4970637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4970639.000000 Penalty: 5285.451660
	Iteration 72Q: 3 clusters Score -4970639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4970636.500000 Penalty: 5285.451660
	Iteration 73Q: 3 clusters Score -4970636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -4970649.500000 Penalty: 5285.451660
	Iteration 74Q: 3 clusters Score -4970650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4970643.000000 Penalty: 5285.451660
	Iteration 75Q: 3 clusters Score -4970643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4970649.500000 Penalty: 5285.451660
	Iteration 76Q: 3 clusters Score -4970650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -4970647.500000 Penalty: 5285.451660
	Iteration 77Q: 3 clusters Score -4970648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -4970651.500000 Penalty: 5285.451660
	Iteration 78Q: 3 clusters Score -4970652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4970650.000000 Penalty: 5285.451660
	Iteration 79Q: 3 clusters Score -4970650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -4970650.000000 Penalty: 5285.451660
	Iteration 80F: 3 clusters Score -4970650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -4970651.000000 Penalty: 5285.451660
	Iteration 81Q: 3 clusters Score -4970651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4970651.500000 Penalty: 5285.451660
	Iteration 82Q: 3 clusters Score -4970652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -4970649.000000 Penalty: 5285.451660
	Iteration 83Q: 3 clusters Score -4970649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -4970647.500000 Penalty: 5285.451660
	Iteration 84Q: 3 clusters Score -4970648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4970660.000000 Penalty: 5285.451660
	Iteration 85Q: 3 clusters Score -4970660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -4970654.500000 Penalty: 5285.451660
	Iteration 86Q: 3 clusters Score -4970654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4970662.000000 Penalty: 5285.451660
	Iteration 87Q: 3 clusters Score -4970662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4970669.500000 Penalty: 5285.451660
	Iteration 88Q: 3 clusters Score -4970670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4970670.000000 Penalty: 5285.451660
	Iteration 89Q: 3 clusters Score -4970670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4970669.500000 Penalty: 5285.451660
	Iteration 90Q: 3 clusters Score -4970670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4970664.000000 Penalty: 5285.451660
	Iteration 91Q: 3 clusters Score -4970664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4970665.500000 Penalty: 5285.451660
	Iteration 92Q: 3 clusters Score -4970666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4970665.000000 Penalty: 5285.451660
	Iteration 93Q: 3 clusters Score -4970665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -4970665.500000 Penalty: 5285.451660
	Iteration 94Q: 3 clusters Score -4970666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -4970669.500000 Penalty: 5285.451660
	Iteration 95Q: 3 clusters Score -4970670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4970673.500000 Penalty: 5285.451660
	Iteration 96Q: 3 clusters Score -4970674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4970672.500000 Penalty: 5285.451660
	Iteration 97Q: 3 clusters Score -4970672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4970663.500000 Penalty: 5285.451660
	Iteration 98Q: 3 clusters Score -4970664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -4970668.000000 Penalty: 5285.451660
	Iteration 99Q: 3 clusters Score -4970668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -4970665.500000 Penalty: 5285.451660
	Iteration 100F: 3 clusters Score -4970666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -4970666.000000 Penalty: 5285.451660
	Iteration 101Q: 3 clusters Score -4970666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -4970666.000000 Penalty: 5285.451660
	Iteration 102Q: 3 clusters Score -4970666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4970664.500000 Penalty: 5285.451660
	Iteration 103Q: 3 clusters Score -4970664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4970667.500000 Penalty: 5285.451660
	Iteration 104Q: 3 clusters Score -4970668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4970670.500000 Penalty: 5285.451660
	Iteration 105Q: 3 clusters Score -4970670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4970670.500000 Penalty: 5285.451660
	Iteration 106F: 3 clusters Score -4970670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (22492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Entering Unmasked Estep 
Score: -2555247.250000 Penalty: 2485.187012
	Iteration 0F: 2 clusters Score -2555247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2539542.750000 Penalty: 4970.374023
	Iteration 0F: 3 clusters Score -2539543 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2545057.750000 Penalty: 4970.374023
	Iteration 1F: 3 clusters Score -2545058 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -2545546.250000 Penalty: 4970.374023
	Iteration 2F: 3 clusters Score -2545546 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2546035.500000 Penalty: 4970.374023
	Iteration 3Q: 3 clusters Score -2546036 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2546623.000000 Penalty: 4970.374023
	Iteration 4Q: 3 clusters Score -2546623 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2547242.000000 Penalty: 4970.374023
	Iteration 5F: 3 clusters Score -2547242 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2547901.250000 Penalty: 4970.374023
	Iteration 6Q: 3 clusters Score -2547901 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2548529.000000 Penalty: 4970.374023
	Iteration 7F: 3 clusters Score -2548529 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2549256.000000 Penalty: 4970.374023
	Iteration 8F: 3 clusters Score -2549256 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2550112.000000 Penalty: 4970.374023
	Iteration 9F: 3 clusters Score -2550112 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2551080.000000 Penalty: 4970.374023
	Iteration 10F: 3 clusters Score -2551080 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2551823.250000 Penalty: 4970.374023
	Iteration 11Q: 3 clusters Score -2551823 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2552281.000000 Penalty: 4970.374023
	Iteration 12Q: 3 clusters Score -2552281 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2552559.750000 Penalty: 4970.374023
	Iteration 13Q: 3 clusters Score -2552560 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2552723.250000 Penalty: 4970.374023
	Iteration 14Q: 3 clusters Score -2552723 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2552819.000000 Penalty: 4970.374023
	Iteration 15Q: 3 clusters Score -2552819 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2552884.750000 Penalty: 4970.374023
	Iteration 16Q: 3 clusters Score -2552885 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2552927.750000 Penalty: 4970.374023
	Iteration 17Q: 3 clusters Score -2552928 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2552945.000000 Penalty: 4970.374023
	Iteration 18Q: 3 clusters Score -2552945 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2552956.500000 Penalty: 4970.374023
	Iteration 19Q: 3 clusters Score -2552956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2552969.000000 Penalty: 4970.374023
	Iteration 20F: 3 clusters Score -2552969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2552982.000000 Penalty: 4970.374023
	Iteration 21Q: 3 clusters Score -2552982 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2552994.750000 Penalty: 4970.374023
	Iteration 22Q: 3 clusters Score -2552995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2553003.750000 Penalty: 4970.374023
	Iteration 23Q: 3 clusters Score -2553004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2553002.750000 Penalty: 4970.374023
	Iteration 24Q: 3 clusters Score -2553003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2553012.500000 Penalty: 4970.374023
	Iteration 25Q: 3 clusters Score -2553012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2553011.000000 Penalty: 4970.374023
	Iteration 26Q: 3 clusters Score -2553011 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2553014.750000 Penalty: 4970.374023
	Iteration 27Q: 3 clusters Score -2553015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2553025.500000 Penalty: 4970.374023
	Iteration 28Q: 3 clusters Score -2553026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2553019.500000 Penalty: 4970.374023
	Iteration 29Q: 3 clusters Score -2553020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2553029.250000 Penalty: 4970.374023
	Iteration 30Q: 3 clusters Score -2553029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2553021.500000 Penalty: 4970.374023
	Iteration 31Q: 3 clusters Score -2553022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2553026.250000 Penalty: 4970.374023
	Iteration 32Q: 3 clusters Score -2553026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2553024.000000 Penalty: 4970.374023
	Iteration 33Q: 3 clusters Score -2553024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2553027.000000 Penalty: 4970.374023
	Iteration 34Q: 3 clusters Score -2553027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2553021.250000 Penalty: 4970.374023
	Iteration 35Q: 3 clusters Score -2553021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2553027.250000 Penalty: 4970.374023
	Iteration 36Q: 3 clusters Score -2553027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2553031.250000 Penalty: 4970.374023
	Iteration 37Q: 3 clusters Score -2553031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2553032.500000 Penalty: 4970.374023
	Iteration 38Q: 3 clusters Score -2553032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2553035.000000 Penalty: 4970.374023
	Iteration 39Q: 3 clusters Score -2553035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2553038.750000 Penalty: 4970.374023
	Iteration 40F: 3 clusters Score -2553039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2553031.250000 Penalty: 4970.374023
	Iteration 41Q: 3 clusters Score -2553031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2553036.500000 Penalty: 4970.374023
	Iteration 42Q: 3 clusters Score -2553036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2553042.000000 Penalty: 4970.374023
	Iteration 43Q: 3 clusters Score -2553042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2553044.500000 Penalty: 4970.374023
	Iteration 44Q: 3 clusters Score -2553044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2553044.750000 Penalty: 4970.374023
	Iteration 45Q: 3 clusters Score -2553045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2553047.750000 Penalty: 4970.374023
	Iteration 46Q: 3 clusters Score -2553048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2553046.250000 Penalty: 4970.374023
	Iteration 47Q: 3 clusters Score -2553046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2553045.500000 Penalty: 4970.374023
	Iteration 48Q: 3 clusters Score -2553046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2553041.500000 Penalty: 4970.374023
	Iteration 49Q: 3 clusters Score -2553042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2553048.250000 Penalty: 4970.374023
	Iteration 50Q: 3 clusters Score -2553048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2553054.750000 Penalty: 4970.374023
	Iteration 51Q: 3 clusters Score -2553055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -2553051.000000 Penalty: 4970.374023
	Iteration 52Q: 3 clusters Score -2553051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2553057.000000 Penalty: 4970.374023
	Iteration 53Q: 3 clusters Score -2553057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2553059.000000 Penalty: 4970.374023
	Iteration 54Q: 3 clusters Score -2553059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2553059.250000 Penalty: 4970.374023
	Iteration 55Q: 3 clusters Score -2553059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2553066.000000 Penalty: 4970.374023
	Iteration 56Q: 3 clusters Score -2553066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2553067.000000 Penalty: 4970.374023
	Iteration 57Q: 3 clusters Score -2553067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2553065.750000 Penalty: 4970.374023
	Iteration 58Q: 3 clusters Score -2553066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2553068.500000 Penalty: 4970.374023
	Iteration 59Q: 3 clusters Score -2553068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2553069.250000 Penalty: 4970.374023
	Iteration 60F: 3 clusters Score -2553069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2553068.500000 Penalty: 4970.374023
	Iteration 61Q: 3 clusters Score -2553068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2553066.750000 Penalty: 4970.374023
	Iteration 62Q: 3 clusters Score -2553067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2553062.750000 Penalty: 4970.374023
	Iteration 63Q: 3 clusters Score -2553063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2553070.250000 Penalty: 4970.374023
	Iteration 64Q: 3 clusters Score -2553070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2553074.750000 Penalty: 4970.374023
	Iteration 65Q: 3 clusters Score -2553075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2553078.500000 Penalty: 4970.374023
	Iteration 66Q: 3 clusters Score -2553078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2553077.750000 Penalty: 4970.374023
	Iteration 67Q: 3 clusters Score -2553078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2553074.750000 Penalty: 4970.374023
	Iteration 68Q: 3 clusters Score -2553075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2553084.000000 Penalty: 4970.374023
	Iteration 69Q: 3 clusters Score -2553084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2553092.000000 Penalty: 4970.374023
	Iteration 70Q: 3 clusters Score -2553092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2553089.750000 Penalty: 4970.374023
	Iteration 71Q: 3 clusters Score -2553090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2553094.500000 Penalty: 4970.374023
	Iteration 72Q: 3 clusters Score -2553094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2553097.250000 Penalty: 4970.374023
	Iteration 73Q: 3 clusters Score -2553097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2553102.000000 Penalty: 4970.374023
	Iteration 74Q: 3 clusters Score -2553102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2553102.250000 Penalty: 4970.374023
	Iteration 75Q: 3 clusters Score -2553102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2553103.000000 Penalty: 4970.374023
	Iteration 76Q: 3 clusters Score -2553103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2553106.500000 Penalty: 4970.374023
	Iteration 77Q: 3 clusters Score -2553106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2553112.500000 Penalty: 4970.374023
	Iteration 78Q: 3 clusters Score -2553112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2553111.500000 Penalty: 4970.374023
	Iteration 79Q: 3 clusters Score -2553112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2553109.750000 Penalty: 4970.374023
	Iteration 80F: 3 clusters Score -2553110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2553115.750000 Penalty: 4970.374023
	Iteration 81Q: 3 clusters Score -2553116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2553115.750000 Penalty: 4970.374023
	Iteration 82Q: 3 clusters Score -2553116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2553113.500000 Penalty: 4970.374023
	Iteration 83Q: 3 clusters Score -2553114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2553112.500000 Penalty: 4970.374023
	Iteration 84Q: 3 clusters Score -2553112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2553108.750000 Penalty: 4970.374023
	Iteration 85Q: 3 clusters Score -2553109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2553117.500000 Penalty: 4970.374023
	Iteration 86Q: 3 clusters Score -2553118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2553115.750000 Penalty: 4970.374023
	Iteration 87Q: 3 clusters Score -2553116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2553109.000000 Penalty: 4970.374023
	Iteration 88Q: 3 clusters Score -2553109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2553106.500000 Penalty: 4970.374023
	Iteration 89Q: 3 clusters Score -2553106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2553115.500000 Penalty: 4970.374023
	Iteration 90Q: 3 clusters Score -2553116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2553121.250000 Penalty: 4970.374023
	Iteration 91Q: 3 clusters Score -2553121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2553122.000000 Penalty: 4970.374023
	Iteration 92Q: 3 clusters Score -2553122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2553121.250000 Penalty: 4970.374023
	Iteration 93Q: 3 clusters Score -2553121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2553121.000000 Penalty: 4970.374023
	Iteration 94Q: 3 clusters Score -2553121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2553123.250000 Penalty: 4970.374023
	Iteration 95Q: 3 clusters Score -2553123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2553125.500000 Penalty: 4970.374023
	Iteration 96Q: 3 clusters Score -2553126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2553126.750000 Penalty: 4970.374023
	Iteration 97Q: 3 clusters Score -2553127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2553126.000000 Penalty: 4970.374023
	Iteration 98Q: 3 clusters Score -2553126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2553127.250000 Penalty: 4970.374023
	Iteration 99Q: 3 clusters Score -2553127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2553126.750000 Penalty: 4970.374023
	Iteration 100F: 3 clusters Score -2553127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Entering Unmasked Estep 
Score: -2562790.250000 Penalty: 2485.473389
	Iteration 0F: 2 clusters Score -2562790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2547052.500000 Penalty: 4970.946777
	Iteration 0F: 3 clusters Score -2547052 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2553001.000000 Penalty: 4970.946777
	Iteration 1F: 3 clusters Score -2553001 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2553862.000000 Penalty: 4970.946777
	Iteration 2F: 3 clusters Score -2553862 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2554728.750000 Penalty: 4970.946777
	Iteration 3F: 3 clusters Score -2554729 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2555601.750000 Penalty: 4970.946777
	Iteration 4F: 3 clusters Score -2555602 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2556422.000000 Penalty: 4970.946777
	Iteration 5F: 3 clusters Score -2556422 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2557225.250000 Penalty: 4970.946777
	Iteration 6F: 3 clusters Score -2557225 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2558025.500000 Penalty: 4970.946777
	Iteration 7Q: 3 clusters Score -2558026 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2558903.250000 Penalty: 4970.946777
	Iteration 8Q: 3 clusters Score -2558903 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2559765.000000 Penalty: 4970.946777
	Iteration 9Q: 3 clusters Score -2559765 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2560430.250000 Penalty: 4970.946777
	Iteration 10Q: 3 clusters Score -2560430 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2560756.250000 Penalty: 4970.946777
	Iteration 11Q: 3 clusters Score -2560756 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2560920.000000 Penalty: 4970.946777
	Iteration 12Q: 3 clusters Score -2560920 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2561021.000000 Penalty: 4970.946777
	Iteration 13Q: 3 clusters Score -2561021 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2561087.000000 Penalty: 4970.946777
	Iteration 14Q: 3 clusters Score -2561087 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2561122.750000 Penalty: 4970.946777
	Iteration 15Q: 3 clusters Score -2561123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2561147.500000 Penalty: 4970.946777
	Iteration 16Q: 3 clusters Score -2561148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2561160.500000 Penalty: 4970.946777
	Iteration 17Q: 3 clusters Score -2561160 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2561172.250000 Penalty: 4970.946777
	Iteration 18Q: 3 clusters Score -2561172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2561179.250000 Penalty: 4970.946777
	Iteration 19Q: 3 clusters Score -2561179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2561184.250000 Penalty: 4970.946777
	Iteration 20F: 3 clusters Score -2561184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2561191.500000 Penalty: 4970.946777
	Iteration 21Q: 3 clusters Score -2561192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -2561192.250000 Penalty: 4970.946777
	Iteration 22Q: 3 clusters Score -2561192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2561199.750000 Penalty: 4970.946777
	Iteration 23Q: 3 clusters Score -2561200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2561199.500000 Penalty: 4970.946777
	Iteration 24Q: 3 clusters Score -2561200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2561200.500000 Penalty: 4970.946777
	Iteration 25Q: 3 clusters Score -2561200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2561196.000000 Penalty: 4970.946777
	Iteration 26Q: 3 clusters Score -2561196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2561199.500000 Penalty: 4970.946777
	Iteration 27Q: 3 clusters Score -2561200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2561200.500000 Penalty: 4970.946777
	Iteration 28Q: 3 clusters Score -2561200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2561198.750000 Penalty: 4970.946777
	Iteration 29Q: 3 clusters Score -2561199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2561203.250000 Penalty: 4970.946777
	Iteration 30Q: 3 clusters Score -2561203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2561200.500000 Penalty: 4970.946777
	Iteration 31Q: 3 clusters Score -2561200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2561200.500000 Penalty: 4970.946777
	Iteration 32Q: 3 clusters Score -2561200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2561200.500000 Penalty: 4970.946777
	Iteration 33F: 3 clusters Score -2561200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -22872.523438 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -22872.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21798.039062 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -21798.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -21968.318359 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -21968.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22028.429688 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -22028.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22049.269531 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -22049.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22075.929688 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -22075.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22114.708984 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -22114.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22164.117188 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -22164.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22199.060547 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -22199.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22212.171875 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -22212.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22217.195312 Penalty: 2746.517822
	Iteration 9Q: 3 clusters Score -22217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22222.800781 Penalty: 2746.517822
	Iteration 10Q: 3 clusters Score -22222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22234.779297 Penalty: 2746.517822
	Iteration 11Q: 3 clusters Score -22234.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22234.779297 Penalty: 2746.517822
	Iteration 12F: 3 clusters Score -22234.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (57360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Entering Unmasked Estep 
Score: -6689480.000000 Penalty: 2717.361572
	Iteration 0F: 2 clusters Score -6689480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -6651028.000000 Penalty: 5434.723145
	Iteration 0F: 3 clusters Score -6651028 nChanged 26624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -6665793.500000 Penalty: 5434.723145
	Iteration 1F: 3 clusters Score -6665794 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -6666304.000000 Penalty: 5434.723145
	Iteration 2Q: 3 clusters Score -6666304 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -6666926.500000 Penalty: 5434.723145
	Iteration 3Q: 3 clusters Score -6666926 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -6667876.500000 Penalty: 5434.723145
	Iteration 4Q: 3 clusters Score -6667876 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6669437.000000 Penalty: 5434.723145
	Iteration 5F: 3 clusters Score -6669437 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -6672224.000000 Penalty: 5434.723145
	Iteration 6F: 3 clusters Score -6672224 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -6676283.500000 Penalty: 5434.723145
	Iteration 7F: 3 clusters Score -6676284 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -6680810.500000 Penalty: 5434.723145
	Iteration 8F: 3 clusters Score -6680810 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6684161.000000 Penalty: 5434.723145
	Iteration 9F: 3 clusters Score -6684161 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6685825.500000 Penalty: 5434.723145
	Iteration 10Q: 3 clusters Score -6685826 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6686507.500000 Penalty: 5434.723145
	Iteration 11Q: 3 clusters Score -6686508 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6686789.000000 Penalty: 5434.723145
	Iteration 12Q: 3 clusters Score -6686789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6686914.000000 Penalty: 5434.723145
	Iteration 13Q: 3 clusters Score -6686914 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6686977.000000 Penalty: 5434.723145
	Iteration 14Q: 3 clusters Score -6686977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6687008.000000 Penalty: 5434.723145
	Iteration 15Q: 3 clusters Score -6687008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6687036.500000 Penalty: 5434.723145
	Iteration 16Q: 3 clusters Score -6687036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6687052.500000 Penalty: 5434.723145
	Iteration 17Q: 3 clusters Score -6687052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6687060.500000 Penalty: 5434.723145
	Iteration 18Q: 3 clusters Score -6687060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6687066.000000 Penalty: 5434.723145
	Iteration 19Q: 3 clusters Score -6687066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57062 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6687067.000000 Penalty: 5434.723145
	Iteration 20F: 3 clusters Score -6687067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6687075.000000 Penalty: 5434.723145
	Iteration 21Q: 3 clusters Score -6687075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6687080.500000 Penalty: 5434.723145
	Iteration 22Q: 3 clusters Score -6687080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6687072.500000 Penalty: 5434.723145
	Iteration 23Q: 3 clusters Score -6687072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6687077.000000 Penalty: 5434.723145
	Iteration 24Q: 3 clusters Score -6687077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6687077.000000 Penalty: 5434.723145
	Iteration 25F: 3 clusters Score -6687077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (16270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Entering Unmasked Estep 
Score: -1930360.375000 Penalty: 2404.875244
	Iteration 0F: 2 clusters Score -1930360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1918852.875000 Penalty: 4809.750488
	Iteration 0F: 3 clusters Score -1918853 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1922365.125000 Penalty: 4809.750488
	Iteration 1F: 3 clusters Score -1922365 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1922773.500000 Penalty: 4809.750488
	Iteration 2F: 3 clusters Score -1922774 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1923143.125000 Penalty: 4809.750488
	Iteration 3F: 3 clusters Score -1923143 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1923510.875000 Penalty: 4809.750488
	Iteration 4Q: 3 clusters Score -1923511 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1923979.875000 Penalty: 4809.750488
	Iteration 5F: 3 clusters Score -1923980 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1924579.625000 Penalty: 4809.750488
	Iteration 6F: 3 clusters Score -1924580 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1925303.125000 Penalty: 4809.750488
	Iteration 7F: 3 clusters Score -1925303 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1926081.500000 Penalty: 4809.750488
	Iteration 8F: 3 clusters Score -1926082 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1926820.750000 Penalty: 4809.750488
	Iteration 9F: 3 clusters Score -1926821 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -1927476.375000 Penalty: 4809.750488
	Iteration 10Q: 3 clusters Score -1927476 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1927929.750000 Penalty: 4809.750488
	Iteration 11Q: 3 clusters Score -1927930 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1928190.125000 Penalty: 4809.750488
	Iteration 12Q: 3 clusters Score -1928190 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1928312.250000 Penalty: 4809.750488
	Iteration 13Q: 3 clusters Score -1928312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1928400.625000 Penalty: 4809.750488
	Iteration 14Q: 3 clusters Score -1928401 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1928464.625000 Penalty: 4809.750488
	Iteration 15Q: 3 clusters Score -1928465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1928504.250000 Penalty: 4809.750488
	Iteration 16Q: 3 clusters Score -1928504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1928528.125000 Penalty: 4809.750488
	Iteration 17Q: 3 clusters Score -1928528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1928543.500000 Penalty: 4809.750488
	Iteration 18Q: 3 clusters Score -1928544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1928562.750000 Penalty: 4809.750488
	Iteration 19Q: 3 clusters Score -1928563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1928577.000000 Penalty: 4809.750488
	Iteration 20F: 3 clusters Score -1928577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1928593.875000 Penalty: 4809.750488
	Iteration 21Q: 3 clusters Score -1928594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1928610.125000 Penalty: 4809.750488
	Iteration 22Q: 3 clusters Score -1928610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1928618.625000 Penalty: 4809.750488
	Iteration 23Q: 3 clusters Score -1928619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1928627.875000 Penalty: 4809.750488
	Iteration 24Q: 3 clusters Score -1928628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -1928634.625000 Penalty: 4809.750488
	Iteration 25Q: 3 clusters Score -1928635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1928639.750000 Penalty: 4809.750488
	Iteration 26Q: 3 clusters Score -1928640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1928640.000000 Penalty: 4809.750488
	Iteration 27Q: 3 clusters Score -1928640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1928644.750000 Penalty: 4809.750488
	Iteration 28Q: 3 clusters Score -1928645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1928647.000000 Penalty: 4809.750488
	Iteration 29Q: 3 clusters Score -1928647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1928645.000000 Penalty: 4809.750488
	Iteration 30Q: 3 clusters Score -1928645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1928645.750000 Penalty: 4809.750488
	Iteration 31Q: 3 clusters Score -1928646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1928652.000000 Penalty: 4809.750488
	Iteration 32Q: 3 clusters Score -1928652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1928657.875000 Penalty: 4809.750488
	Iteration 33Q: 3 clusters Score -1928658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1928656.625000 Penalty: 4809.750488
	Iteration 34Q: 3 clusters Score -1928657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1928658.875000 Penalty: 4809.750488
	Iteration 35Q: 3 clusters Score -1928659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1928656.500000 Penalty: 4809.750488
	Iteration 36Q: 3 clusters Score -1928656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1928658.875000 Penalty: 4809.750488
	Iteration 37Q: 3 clusters Score -1928659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1928659.750000 Penalty: 4809.750488
	Iteration 38Q: 3 clusters Score -1928660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1928659.375000 Penalty: 4809.750488
	Iteration 39Q: 3 clusters Score -1928659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1928664.500000 Penalty: 4809.750488
	Iteration 40F: 3 clusters Score -1928664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1928664.250000 Penalty: 4809.750488
	Iteration 41Q: 3 clusters Score -1928664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1928664.250000 Penalty: 4809.750488
	Iteration 42F: 3 clusters Score -1928664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -85550.242188 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -85550.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83746.671875 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -83746.67 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -84005.843750 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -84005.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84116.585938 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -84116.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84220.468750 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -84220.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84329.335938 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -84329.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84418.859375 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -84418.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84503.890625 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -84503.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84626.984375 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -84626.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84816.179688 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -84816.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85240.664062 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -85240.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86025.195312 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -86025.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86167.703125 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -86167.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86276.000000 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -86276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -86347.375000 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -86347.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86455.218750 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -86455.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86566.601562 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -86566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86571.742188 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -86571.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86571.742188 Penalty: 3344.468994
	Iteration 17F: 3 clusters Score -86571.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 9701 members 
Mstep: Class 3 contains 174226 members 
Mstep: Class 4 contains 95434 members 
Mstep: Class 5 contains 22261 members 
Mstep: Class 6 contains 251379 members 
Mstep: Class 7 contains 854 members 
Mstep: Class 8 contains 9139 members 
Mstep: Class 9 contains 243797 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 60662 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 41413 members 
Mstep: Class 15 contains 34034 members 
Mstep: Class 16 contains 185426 members 
Mstep: Class 17 contains 11148 members 
Mstep: Class 18 contains 24638 members 
Mstep: Class 19 contains 123048 members 
Mstep: Class 20 contains 31546 members 
Mstep: Class 21 contains 34174 members 
Mstep: Class 22 contains 18283 members 
Mstep: Class 23 contains 368 members 
Mstep: Class 24 contains 5409 members 
Mstep: Class 25 contains 131080 members 
Mstep: Class 26 contains 15402 members 
Mstep: Class 27 contains 22863 members 
Mstep: Class 28 contains 1677 members 
Mstep: Class 29 contains 9959 members 
Mstep: Class 30 contains 10745 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 99429 members 
Mstep: Class 33 contains 3951 members 
Mstep: Class 34 contains 10422 members 
Mstep: Class 35 contains 633 members 
Mstep: Class 36 contains 1515 members 
Mstep: Class 37 contains 42453 members 
Mstep: Class 38 contains 22492 members 
Mstep: Class 39 contains 22518 members 
Mstep: Class 40 contains 254 members 
Mstep: Class 41 contains 57360 members 
Mstep: Class 42 contains 16270 members 
Mstep: Class 43 contains 508 members 
Mstep: Class 44 contains 36508 members 
Mstep: Class 45 contains 340 members 
Entering Unmasked Estep 
Score: -225987376.000000 Penalty: 161989.984375
Splitting cluster 43 changes total score from -225988000.000000 to -225987376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (36508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Entering Unmasked Estep 
Score: -3839835.250000 Penalty: 2605.311279
	Iteration 0F: 2 clusters Score -3839835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3815073.750000 Penalty: 5210.622559
	Iteration 0F: 3 clusters Score -3815074 nChanged 16616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3824611.250000 Penalty: 5210.622559
	Iteration 1F: 3 clusters Score -3824611 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -3825687.500000 Penalty: 5210.622559
	Iteration 2F: 3 clusters Score -3825688 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3826686.750000 Penalty: 5210.622559
	Iteration 3F: 3 clusters Score -3826687 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3827733.500000 Penalty: 5210.622559
	Iteration 4F: 3 clusters Score -3827734 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3828782.250000 Penalty: 5210.622559
	Iteration 5F: 3 clusters Score -3828782 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3829884.500000 Penalty: 5210.622559
	Iteration 6F: 3 clusters Score -3829884 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -3830995.250000 Penalty: 5210.622559
	Iteration 7F: 3 clusters Score -3830995 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -3832137.000000 Penalty: 5210.622559
	Iteration 8Q: 3 clusters Score -3832137 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3833217.500000 Penalty: 5210.622559
	Iteration 9Q: 3 clusters Score -3833218 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3834167.250000 Penalty: 5210.622559
	Iteration 10Q: 3 clusters Score -3834167 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3834965.000000 Penalty: 5210.622559
	Iteration 11Q: 3 clusters Score -3834965 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3835651.500000 Penalty: 5210.622559
	Iteration 12Q: 3 clusters Score -3835652 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -3836234.750000 Penalty: 5210.622559
	Iteration 13Q: 3 clusters Score -3836235 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -3836683.500000 Penalty: 5210.622559
	Iteration 14Q: 3 clusters Score -3836684 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3837057.500000 Penalty: 5210.622559
	Iteration 15Q: 3 clusters Score -3837058 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3837344.500000 Penalty: 5210.622559
	Iteration 16Q: 3 clusters Score -3837344 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3837555.500000 Penalty: 5210.622559
	Iteration 17Q: 3 clusters Score -3837556 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3837734.000000 Penalty: 5210.622559
	Iteration 18Q: 3 clusters Score -3837734 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3837866.250000 Penalty: 5210.622559
	Iteration 19Q: 3 clusters Score -3837866 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3837967.750000 Penalty: 5210.622559
	Iteration 20F: 3 clusters Score -3837968 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3838058.500000 Penalty: 5210.622559
	Iteration 21Q: 3 clusters Score -3838058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3838115.250000 Penalty: 5210.622559
	Iteration 22Q: 3 clusters Score -3838115 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3838169.750000 Penalty: 5210.622559
	Iteration 23Q: 3 clusters Score -3838170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3838228.750000 Penalty: 5210.622559
	Iteration 24Q: 3 clusters Score -3838229 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3838273.750000 Penalty: 5210.622559
	Iteration 25Q: 3 clusters Score -3838274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3838319.000000 Penalty: 5210.622559
	Iteration 26Q: 3 clusters Score -3838319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3838351.500000 Penalty: 5210.622559
	Iteration 27Q: 3 clusters Score -3838352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3838385.750000 Penalty: 5210.622559
	Iteration 28Q: 3 clusters Score -3838386 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3838420.000000 Penalty: 5210.622559
	Iteration 29Q: 3 clusters Score -3838420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3838460.500000 Penalty: 5210.622559
	Iteration 30Q: 3 clusters Score -3838460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3838507.000000 Penalty: 5210.622559
	Iteration 31Q: 3 clusters Score -3838507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3838532.500000 Penalty: 5210.622559
	Iteration 32Q: 3 clusters Score -3838532 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3838549.500000 Penalty: 5210.622559
	Iteration 33Q: 3 clusters Score -3838550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3838568.000000 Penalty: 5210.622559
	Iteration 34Q: 3 clusters Score -3838568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3838582.500000 Penalty: 5210.622559
	Iteration 35Q: 3 clusters Score -3838582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3838587.750000 Penalty: 5210.622559
	Iteration 36Q: 3 clusters Score -3838588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3838601.250000 Penalty: 5210.622559
	Iteration 37Q: 3 clusters Score -3838601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3838609.500000 Penalty: 5210.622559
	Iteration 38Q: 3 clusters Score -3838610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3838610.000000 Penalty: 5210.622559
	Iteration 39Q: 3 clusters Score -3838610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3838613.250000 Penalty: 5210.622559
	Iteration 40F: 3 clusters Score -3838613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3838609.500000 Penalty: 5210.622559
	Iteration 41Q: 3 clusters Score -3838610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3838617.250000 Penalty: 5210.622559
	Iteration 42Q: 3 clusters Score -3838617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3838613.250000 Penalty: 5210.622559
	Iteration 43Q: 3 clusters Score -3838613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3838621.000000 Penalty: 5210.622559
	Iteration 44Q: 3 clusters Score -3838621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3838620.500000 Penalty: 5210.622559
	Iteration 45Q: 3 clusters Score -3838620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3838621.000000 Penalty: 5210.622559
	Iteration 46Q: 3 clusters Score -3838621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -3838619.500000 Penalty: 5210.622559
	Iteration 47Q: 3 clusters Score -3838620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3838620.500000 Penalty: 5210.622559
	Iteration 48Q: 3 clusters Score -3838620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3838622.000000 Penalty: 5210.622559
	Iteration 49Q: 3 clusters Score -3838622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3838623.750000 Penalty: 5210.622559
	Iteration 50Q: 3 clusters Score -3838624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3838623.750000 Penalty: 5210.622559
	Iteration 51F: 3 clusters Score -3838624 nChanged 0
--- Evaluating fit on full set of 6039571 points ---
Entering Unmasked Estep 
Score: -706092160.000000 Penalty: 170378.265625
21->45 Clusters: Score -706092160.000000, best is -705930112.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 2013190 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95569 members 
Mstep: Class 2 contains 95502 members 
Mstep: Class 3 contains 96127 members 
Mstep: Class 4 contains 96168 members 
Mstep: Class 5 contains 95712 members 
Mstep: Class 6 contains 95848 members 
Mstep: Class 7 contains 95580 members 
Mstep: Class 8 contains 96480 members 
Mstep: Class 9 contains 96012 members 
Mstep: Class 10 contains 95915 members 
Mstep: Class 11 contains 96145 members 
Mstep: Class 12 contains 95970 members 
Mstep: Class 13 contains 95924 members 
Mstep: Class 14 contains 95277 members 
Mstep: Class 15 contains 95992 members 
Mstep: Class 16 contains 96123 members 
Mstep: Class 17 contains 95542 members 
Mstep: Class 18 contains 95863 members 
Mstep: Class 19 contains 95345 members 
Mstep: Class 20 contains 95647 members 
Mstep: Class 21 contains 96449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 748.618103 but Gain 3599.773438
Score: -217216112.000000 Penalty: 71995.546875
Iteration 0F: 21 clusters Score -2.172161e+08 nChanged 1912134
Entering Unmasked Mstep 
Mstep: Class 0 contains 3646 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 46776 members 
Mstep: Class 3 contains 229008 members 
Mstep: Class 4 contains 91793 members 
Mstep: Class 6 contains 84317 members 
Mstep: Class 7 contains 96727 members 
Mstep: Class 8 contains 81751 members 
Mstep: Class 9 contains 141265 members 
Mstep: Class 10 contains 30335 members 
Mstep: Class 11 contains 35076 members 
Mstep: Class 12 contains 74114 members 
Mstep: Class 13 contains 434274 members 
Mstep: Class 14 contains 177644 members 
Mstep: Class 15 contains 41310 members 
Mstep: Class 16 contains 25582 members 
Mstep: Class 17 contains 208158 members 
Mstep: Class 18 contains 84364 members 
Mstep: Class 19 contains 29971 members 
Mstep: Class 20 contains 21982 members 
Mstep: Class 21 contains 34365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -221723104.000000 Penalty: 71995.546875
Iteration 1F: 21 clusters Score -2.217231e+08 nChanged 791929
Entering Unmasked Mstep 
Mstep: Class 0 contains 2551 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 29849 members 
Mstep: Class 3 contains 243500 members 
Mstep: Class 4 contains 89877 members 
Mstep: Class 6 contains 67651 members 
Mstep: Class 7 contains 77596 members 
Mstep: Class 8 contains 83141 members 
Mstep: Class 9 contains 166132 members 
Mstep: Class 10 contains 20153 members 
Mstep: Class 11 contains 25388 members 
Mstep: Class 12 contains 78417 members 
Mstep: Class 13 contains 382823 members 
Mstep: Class 14 contains 201120 members 
Mstep: Class 15 contains 40098 members 
Mstep: Class 16 contains 23867 members 
Mstep: Class 17 contains 276993 members 
Mstep: Class 18 contains 87976 members 
Mstep: Class 19 contains 38060 members 
Mstep: Class 20 contains 15103 members 
Mstep: Class 21 contains 27099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223104688.000000 Penalty: 71995.546875
Iteration 2F: 21 clusters Score -2.231047e+08 nChanged 589816
Entering Unmasked Mstep 
Mstep: Class 0 contains 2528 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 21239 members 
Mstep: Class 3 contains 254286 members 
Mstep: Class 4 contains 97431 members 
Mstep: Class 6 contains 58458 members 
Mstep: Class 7 contains 73918 members 
Mstep: Class 8 contains 91952 members 
Mstep: Class 9 contains 166509 members 
Mstep: Class 10 contains 21632 members 
Mstep: Class 11 contains 18324 members 
Mstep: Class 12 contains 70588 members 
Mstep: Class 13 contains 314152 members 
Mstep: Class 14 contains 235358 members 
Mstep: Class 15 contains 44107 members 
Mstep: Class 16 contains 30588 members 
Mstep: Class 17 contains 274748 members 
Mstep: Class 18 contains 107486 members 
Mstep: Class 19 contains 44837 members 
Mstep: Class 20 contains 12827 members 
Mstep: Class 21 contains 24330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223946800.000000 Penalty: 71995.546875
Iteration 3F: 21 clusters Score -2.239468e+08 nChanged 468742
Entering Unmasked Mstep 
Mstep: Class 0 contains 2527 members 
Mstep: Class 1 contains 60974 members 
Mstep: Class 2 contains 17193 members 
Mstep: Class 3 contains 247138 members 
Mstep: Class 4 contains 102712 members 
Mstep: Class 6 contains 52623 members 
Mstep: Class 7 contains 77523 members 
Mstep: Class 8 contains 115134 members 
Mstep: Class 9 contains 141892 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 15785 members 
Mstep: Class 12 contains 57330 members 
Mstep: Class 13 contains 290917 members 
Mstep: Class 14 contains 268882 members 
Mstep: Class 15 contains 45749 members 
Mstep: Class 16 contains 43569 members 
Mstep: Class 17 contains 217884 members 
Mstep: Class 18 contains 147338 members 
Mstep: Class 19 contains 47536 members 
Mstep: Class 20 contains 12515 members 
Mstep: Class 21 contains 21948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224495744.000000 Penalty: 71995.546875
Iteration 4F: 21 clusters Score -2.244957e+08 nChanged 359034
Entering Unmasked Mstep 
Mstep: Class 0 contains 2521 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 14711 members 
Mstep: Class 3 contains 239754 members 
Mstep: Class 4 contains 98769 members 
Mstep: Class 6 contains 45876 members 
Mstep: Class 7 contains 79868 members 
Mstep: Class 8 contains 144819 members 
Mstep: Class 9 contains 112585 members 
Mstep: Class 10 contains 29973 members 
Mstep: Class 11 contains 14627 members 
Mstep: Class 12 contains 46657 members 
Mstep: Class 13 contains 250025 members 
Mstep: Class 14 contains 300694 members 
Mstep: Class 15 contains 43788 members 
Mstep: Class 16 contains 60772 members 
Mstep: Class 17 contains 176626 members 
Mstep: Class 18 contains 199828 members 
Mstep: Class 19 contains 51772 members 
Mstep: Class 20 contains 13312 members 
Mstep: Class 21 contains 19430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224825616.000000 Penalty: 71995.546875
Iteration 5F: 21 clusters Score -2.248256e+08 nChanged 266006
Entering Unmasked Mstep 
Mstep: Class 0 contains 2521 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 233375 members 
Mstep: Class 4 contains 91725 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 81036 members 
Mstep: Class 8 contains 171259 members 
Mstep: Class 9 contains 90342 members 
Mstep: Class 10 contains 33706 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 34495 members 
Mstep: Class 13 contains 220901 members 
Mstep: Class 14 contains 314980 members 
Mstep: Class 15 contains 39246 members 
Mstep: Class 16 contains 76415 members 
Mstep: Class 17 contains 155735 members 
Mstep: Class 18 contains 248163 members 
Mstep: Class 19 contains 54615 members 
Mstep: Class 20 contains 14290 members 
Mstep: Class 21 contains 17167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225015392.000000 Penalty: 71995.546875
Iteration 6F: 21 clusters Score -2.250154e+08 nChanged 205678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2518 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 13637 members 
Mstep: Class 3 contains 225551 members 
Mstep: Class 4 contains 84847 members 
Mstep: Class 6 contains 28024 members 
Mstep: Class 7 contains 81669 members 
Mstep: Class 8 contains 196050 members 
Mstep: Class 9 contains 74730 members 
Mstep: Class 10 contains 37229 members 
Mstep: Class 11 contains 15255 members 
Mstep: Class 12 contains 24365 members 
Mstep: Class 13 contains 209008 members 
Mstep: Class 14 contains 316482 members 
Mstep: Class 15 contains 34518 members 
Mstep: Class 16 contains 88916 members 
Mstep: Class 17 contains 142618 members 
Mstep: Class 18 contains 283014 members 
Mstep: Class 19 contains 57218 members 
Mstep: Class 20 contains 15732 members 
Mstep: Class 21 contains 15334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225122384.000000 Penalty: 71995.546875
Iteration 7F: 21 clusters Score -2.251224e+08 nChanged 162277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2512 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 14657 members 
Mstep: Class 3 contains 215356 members 
Mstep: Class 4 contains 78843 members 
Mstep: Class 6 contains 20801 members 
Mstep: Class 7 contains 82970 members 
Mstep: Class 8 contains 220379 members 
Mstep: Class 9 contains 64088 members 
Mstep: Class 10 contains 39272 members 
Mstep: Class 11 contains 15747 members 
Mstep: Class 12 contains 19138 members 
Mstep: Class 13 contains 204027 members 
Mstep: Class 14 contains 311785 members 
Mstep: Class 15 contains 31824 members 
Mstep: Class 16 contains 100097 members 
Mstep: Class 17 contains 131367 members 
Mstep: Class 18 contains 305689 members 
Mstep: Class 19 contains 59823 members 
Mstep: Class 20 contains 17723 members 
Mstep: Class 21 contains 13771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225183296.000000 Penalty: 71995.546875
Iteration 8F: 21 clusters Score -2.251833e+08 nChanged 131699
Entering Unmasked Mstep 
Mstep: Class 0 contains 2498 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 15871 members 
Mstep: Class 3 contains 203731 members 
Mstep: Class 4 contains 74131 members 
Mstep: Class 6 contains 15578 members 
Mstep: Class 7 contains 85067 members 
Mstep: Class 8 contains 242648 members 
Mstep: Class 9 contains 56658 members 
Mstep: Class 10 contains 40231 members 
Mstep: Class 11 contains 15923 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 201924 members 
Mstep: Class 14 contains 304826 members 
Mstep: Class 15 contains 31359 members 
Mstep: Class 16 contains 110684 members 
Mstep: Class 17 contains 127685 members 
Mstep: Class 18 contains 311750 members 
Mstep: Class 19 contains 62713 members 
Mstep: Class 20 contains 19857 members 
Mstep: Class 21 contains 12322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225224800.000000 Penalty: 71995.546875
Iteration 9F: 21 clusters Score -2.252248e+08 nChanged 110277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2470 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 17067 members 
Mstep: Class 3 contains 191327 members 
Mstep: Class 4 contains 70482 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 87813 members 
Mstep: Class 8 contains 261219 members 
Mstep: Class 9 contains 51105 members 
Mstep: Class 10 contains 40816 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 201689 members 
Mstep: Class 14 contains 297107 members 
Mstep: Class 15 contains 32075 members 
Mstep: Class 16 contains 121170 members 
Mstep: Class 17 contains 130210 members 
Mstep: Class 18 contains 307804 members 
Mstep: Class 19 contains 65627 members 
Mstep: Class 20 contains 21785 members 
Mstep: Class 21 contains 10961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225264816.000000 Penalty: 71995.546875
Iteration 10F: 21 clusters Score -2.252648e+08 nChanged 94149
Entering Unmasked Mstep 
Mstep: Class 0 contains 2420 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 18055 members 
Mstep: Class 3 contains 178387 members 
Mstep: Class 4 contains 67313 members 
Mstep: Class 6 contains 9612 members 
Mstep: Class 7 contains 90913 members 
Mstep: Class 8 contains 275666 members 
Mstep: Class 9 contains 46731 members 
Mstep: Class 10 contains 41143 members 
Mstep: Class 11 contains 15079 members 
Mstep: Class 12 contains 19048 members 
Mstep: Class 13 contains 202251 members 
Mstep: Class 14 contains 290211 members 
Mstep: Class 15 contains 33244 members 
Mstep: Class 16 contains 131391 members 
Mstep: Class 17 contains 135142 members 
Mstep: Class 18 contains 301556 members 
Mstep: Class 19 contains 68599 members 
Mstep: Class 20 contains 23193 members 
Mstep: Class 21 contains 9747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225295312.000000 Penalty: 71995.546875
Iteration 11Q: 21 clusters Score -2.252953e+08 nChanged 82704
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 18802 members 
Mstep: Class 3 contains 166075 members 
Mstep: Class 4 contains 64531 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 94126 members 
Mstep: Class 8 contains 286171 members 
Mstep: Class 9 contains 43511 members 
Mstep: Class 10 contains 41363 members 
Mstep: Class 11 contains 14482 members 
Mstep: Class 12 contains 19637 members 
Mstep: Class 13 contains 202465 members 
Mstep: Class 14 contains 284248 members 
Mstep: Class 15 contains 34595 members 
Mstep: Class 16 contains 141592 members 
Mstep: Class 17 contains 141819 members 
Mstep: Class 18 contains 294671 members 
Mstep: Class 19 contains 71355 members 
Mstep: Class 20 contains 23629 members 
Mstep: Class 21 contains 8826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225317056.000000 Penalty: 71995.546875
Iteration 12Q: 21 clusters Score -2.253171e+08 nChanged 73049
Entering Unmasked Mstep 
Mstep: Class 0 contains 2413 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 19236 members 
Mstep: Class 3 contains 154108 members 
Mstep: Class 4 contains 61938 members 
Mstep: Class 6 contains 7095 members 
Mstep: Class 7 contains 97381 members 
Mstep: Class 8 contains 293495 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 10 contains 41472 members 
Mstep: Class 11 contains 13957 members 
Mstep: Class 12 contains 19925 members 
Mstep: Class 13 contains 202741 members 
Mstep: Class 14 contains 278891 members 
Mstep: Class 15 contains 35856 members 
Mstep: Class 16 contains 151421 members 
Mstep: Class 17 contains 148798 members 
Mstep: Class 18 contains 288458 members 
Mstep: Class 19 contains 73931 members 
Mstep: Class 20 contains 23872 members 
Mstep: Class 21 contains 8173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225329680.000000 Penalty: 71995.546875
Iteration 13Q: 21 clusters Score -2.253297e+08 nChanged 67322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 19431 members 
Mstep: Class 3 contains 142572 members 
Mstep: Class 4 contains 59749 members 
Mstep: Class 6 contains 6526 members 
Mstep: Class 7 contains 100532 members 
Mstep: Class 8 contains 298330 members 
Mstep: Class 9 contains 40756 members 
Mstep: Class 10 contains 41528 members 
Mstep: Class 11 contains 13521 members 
Mstep: Class 12 contains 20100 members 
Mstep: Class 13 contains 202519 members 
Mstep: Class 14 contains 273978 members 
Mstep: Class 15 contains 37007 members 
Mstep: Class 16 contains 161439 members 
Mstep: Class 17 contains 156858 members 
Mstep: Class 18 contains 281404 members 
Mstep: Class 19 contains 76373 members 
Mstep: Class 20 contains 24090 members 
Mstep: Class 21 contains 7825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225338144.000000 Penalty: 71995.546875
Iteration 14Q: 21 clusters Score -2.253381e+08 nChanged 63881
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 19409 members 
Mstep: Class 3 contains 132063 members 
Mstep: Class 4 contains 57836 members 
Mstep: Class 6 contains 6242 members 
Mstep: Class 7 contains 103647 members 
Mstep: Class 8 contains 300955 members 
Mstep: Class 9 contains 40824 members 
Mstep: Class 10 contains 41549 members 
Mstep: Class 11 contains 13065 members 
Mstep: Class 12 contains 20157 members 
Mstep: Class 13 contains 201574 members 
Mstep: Class 14 contains 269354 members 
Mstep: Class 15 contains 37980 members 
Mstep: Class 16 contains 171434 members 
Mstep: Class 17 contains 167013 members 
Mstep: Class 18 contains 272350 members 
Mstep: Class 19 contains 78945 members 
Mstep: Class 20 contains 24263 members 
Mstep: Class 21 contains 7888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225343296.000000 Penalty: 71995.546875
Iteration 15Q: 21 clusters Score -2.253433e+08 nChanged 62362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 19257 members 
Mstep: Class 3 contains 122923 members 
Mstep: Class 4 contains 56159 members 
Mstep: Class 6 contains 6105 members 
Mstep: Class 7 contains 106669 members 
Mstep: Class 8 contains 301623 members 
Mstep: Class 9 contains 41407 members 
Mstep: Class 10 contains 41542 members 
Mstep: Class 11 contains 12677 members 
Mstep: Class 12 contains 20166 members 
Mstep: Class 13 contains 200100 members 
Mstep: Class 14 contains 265111 members 
Mstep: Class 15 contains 38792 members 
Mstep: Class 16 contains 181024 members 
Mstep: Class 17 contains 179599 members 
Mstep: Class 18 contains 260916 members 
Mstep: Class 19 contains 81501 members 
Mstep: Class 20 contains 24351 members 
Mstep: Class 21 contains 8337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225349808.000000 Penalty: 71995.546875
Iteration 16Q: 21 clusters Score -2.253498e+08 nChanged 61433
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 18903 members 
Mstep: Class 3 contains 115026 members 
Mstep: Class 4 contains 54714 members 
Mstep: Class 6 contains 6063 members 
Mstep: Class 7 contains 109170 members 
Mstep: Class 8 contains 300925 members 
Mstep: Class 9 contains 42452 members 
Mstep: Class 10 contains 41529 members 
Mstep: Class 11 contains 12363 members 
Mstep: Class 12 contains 20198 members 
Mstep: Class 13 contains 198400 members 
Mstep: Class 14 contains 260940 members 
Mstep: Class 15 contains 39279 members 
Mstep: Class 16 contains 190389 members 
Mstep: Class 17 contains 194354 members 
Mstep: Class 18 contains 247594 members 
Mstep: Class 19 contains 83941 members 
Mstep: Class 20 contains 24345 members 
Mstep: Class 21 contains 9082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225352992.000000 Penalty: 71995.546875
Iteration 17Q: 21 clusters Score -2.25353e+08 nChanged 58591
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 18451 members 
Mstep: Class 3 contains 108173 members 
Mstep: Class 4 contains 53458 members 
Mstep: Class 6 contains 6093 members 
Mstep: Class 7 contains 111354 members 
Mstep: Class 8 contains 299059 members 
Mstep: Class 9 contains 43671 members 
Mstep: Class 10 contains 41508 members 
Mstep: Class 11 contains 12140 members 
Mstep: Class 12 contains 20235 members 
Mstep: Class 13 contains 196801 members 
Mstep: Class 14 contains 257396 members 
Mstep: Class 15 contains 39481 members 
Mstep: Class 16 contains 198818 members 
Mstep: Class 17 contains 209687 members 
Mstep: Class 18 contains 233869 members 
Mstep: Class 19 contains 86386 members 
Mstep: Class 20 contains 24333 members 
Mstep: Class 21 contains 9925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225359984.000000 Penalty: 71995.546875
Iteration 18Q: 21 clusters Score -2.2536e+08 nChanged 55014
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 102257 members 
Mstep: Class 4 contains 52391 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 112975 members 
Mstep: Class 8 contains 296658 members 
Mstep: Class 9 contains 44741 members 
Mstep: Class 10 contains 41503 members 
Mstep: Class 11 contains 11955 members 
Mstep: Class 12 contains 20164 members 
Mstep: Class 13 contains 195689 members 
Mstep: Class 14 contains 254711 members 
Mstep: Class 15 contains 39261 members 
Mstep: Class 16 contains 205954 members 
Mstep: Class 17 contains 224956 members 
Mstep: Class 18 contains 220541 members 
Mstep: Class 19 contains 88795 members 
Mstep: Class 20 contains 24344 members 
Mstep: Class 21 contains 10952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225365472.000000 Penalty: 71995.546875
Iteration 19Q: 21 clusters Score -2.253655e+08 nChanged 51271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 17174 members 
Mstep: Class 3 contains 96986 members 
Mstep: Class 4 contains 51491 members 
Mstep: Class 6 contains 6256 members 
Mstep: Class 7 contains 114141 members 
Mstep: Class 8 contains 293886 members 
Mstep: Class 9 contains 45618 members 
Mstep: Class 10 contains 41485 members 
Mstep: Class 11 contains 11846 members 
Mstep: Class 12 contains 19996 members 
Mstep: Class 13 contains 195193 members 
Mstep: Class 14 contains 252764 members 
Mstep: Class 15 contains 38770 members 
Mstep: Class 16 contains 211928 members 
Mstep: Class 17 contains 239388 members 
Mstep: Class 18 contains 208438 members 
Mstep: Class 19 contains 90867 members 
Mstep: Class 20 contains 24381 members 
Mstep: Class 21 contains 12031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225373888.000000 Penalty: 71995.546875
Iteration 20F: 21 clusters Score -2.253739e+08 nChanged 49428
Entering Unmasked Mstep 
Mstep: Class 0 contains 2397 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 16436 members 
Mstep: Class 3 contains 92088 members 
Mstep: Class 4 contains 50509 members 
Mstep: Class 6 contains 6691 members 
Mstep: Class 7 contains 114903 members 
Mstep: Class 8 contains 290412 members 
Mstep: Class 9 contains 47369 members 
Mstep: Class 10 contains 41478 members 
Mstep: Class 11 contains 11681 members 
Mstep: Class 12 contains 19688 members 
Mstep: Class 13 contains 195289 members 
Mstep: Class 14 contains 250471 members 
Mstep: Class 15 contains 38043 members 
Mstep: Class 16 contains 216951 members 
Mstep: Class 17 contains 252088 members 
Mstep: Class 18 contains 198465 members 
Mstep: Class 19 contains 92741 members 
Mstep: Class 20 contains 24422 members 
Mstep: Class 21 contains 13610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225381760.000000 Penalty: 71995.546875
Iteration 21Q: 21 clusters Score -2.253818e+08 nChanged 46238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2397 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 15697 members 
Mstep: Class 3 contains 88159 members 
Mstep: Class 4 contains 49567 members 
Mstep: Class 6 contains 7121 members 
Mstep: Class 7 contains 115246 members 
Mstep: Class 8 contains 286623 members 
Mstep: Class 9 contains 48842 members 
Mstep: Class 10 contains 41472 members 
Mstep: Class 11 contains 11587 members 
Mstep: Class 12 contains 19208 members 
Mstep: Class 13 contains 195711 members 
Mstep: Class 14 contains 248845 members 
Mstep: Class 15 contains 37063 members 
Mstep: Class 16 contains 221242 members 
Mstep: Class 17 contains 262411 members 
Mstep: Class 18 contains 191245 members 
Mstep: Class 19 contains 94276 members 
Mstep: Class 20 contains 24343 members 
Mstep: Class 21 contains 15217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225388352.000000 Penalty: 71995.546875
Iteration 22Q: 21 clusters Score -2.253884e+08 nChanged 42001
Entering Unmasked Mstep 
Mstep: Class 0 contains 2397 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 15014 members 
Mstep: Class 3 contains 85091 members 
Mstep: Class 4 contains 48679 members 
Mstep: Class 6 contains 7567 members 
Mstep: Class 7 contains 115233 members 
Mstep: Class 8 contains 282684 members 
Mstep: Class 9 contains 50203 members 
Mstep: Class 10 contains 41488 members 
Mstep: Class 11 contains 11497 members 
Mstep: Class 12 contains 18534 members 
Mstep: Class 13 contains 196355 members 
Mstep: Class 14 contains 247514 members 
Mstep: Class 15 contains 35930 members 
Mstep: Class 16 contains 224774 members 
Mstep: Class 17 contains 270462 members 
Mstep: Class 18 contains 186368 members 
Mstep: Class 19 contains 95726 members 
Mstep: Class 20 contains 24315 members 
Mstep: Class 21 contains 16928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225393104.000000 Penalty: 71995.546875
Iteration 23Q: 21 clusters Score -2.253931e+08 nChanged 38815
Entering Unmasked Mstep 
Mstep: Class 0 contains 2397 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 14380 members 
Mstep: Class 3 contains 82692 members 
Mstep: Class 4 contains 47862 members 
Mstep: Class 6 contains 7995 members 
Mstep: Class 7 contains 115147 members 
Mstep: Class 8 contains 278665 members 
Mstep: Class 9 contains 51234 members 
Mstep: Class 10 contains 41510 members 
Mstep: Class 11 contains 11412 members 
Mstep: Class 12 contains 17789 members 
Mstep: Class 13 contains 197359 members 
Mstep: Class 14 contains 246412 members 
Mstep: Class 15 contains 34712 members 
Mstep: Class 16 contains 227638 members 
Mstep: Class 17 contains 276495 members 
Mstep: Class 18 contains 183298 members 
Mstep: Class 19 contains 97124 members 
Mstep: Class 20 contains 24347 members 
Mstep: Class 21 contains 18690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225399664.000000 Penalty: 71995.546875
Iteration 24Q: 21 clusters Score -2.253997e+08 nChanged 36084
Entering Unmasked Mstep 
Mstep: Class 0 contains 2397 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 80853 members 
Mstep: Class 4 contains 46984 members 
Mstep: Class 6 contains 8411 members 
Mstep: Class 7 contains 114929 members 
Mstep: Class 8 contains 274599 members 
Mstep: Class 9 contains 52251 members 
Mstep: Class 10 contains 41539 members 
Mstep: Class 11 contains 11369 members 
Mstep: Class 12 contains 17073 members 
Mstep: Class 13 contains 198580 members 
Mstep: Class 14 contains 245628 members 
Mstep: Class 15 contains 33475 members 
Mstep: Class 16 contains 229761 members 
Mstep: Class 17 contains 280723 members 
Mstep: Class 18 contains 181822 members 
Mstep: Class 19 contains 98462 members 
Mstep: Class 20 contains 24409 members 
Mstep: Class 21 contains 20538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225404432.000000 Penalty: 71995.546875
Iteration 25Q: 21 clusters Score -2.254044e+08 nChanged 33111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2398 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 13224 members 
Mstep: Class 3 contains 79400 members 
Mstep: Class 4 contains 46072 members 
Mstep: Class 6 contains 8803 members 
Mstep: Class 7 contains 114783 members 
Mstep: Class 8 contains 270527 members 
Mstep: Class 9 contains 53129 members 
Mstep: Class 10 contains 41565 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 16271 members 
Mstep: Class 13 contains 199737 members 
Mstep: Class 14 contains 245102 members 
Mstep: Class 15 contains 32443 members 
Mstep: Class 16 contains 231087 members 
Mstep: Class 17 contains 283413 members 
Mstep: Class 18 contains 181684 members 
Mstep: Class 19 contains 99741 members 
Mstep: Class 20 contains 24546 members 
Mstep: Class 21 contains 22589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225410016.000000 Penalty: 71995.546875
Iteration 26Q: 21 clusters Score -2.2541e+08 nChanged 30865
Entering Unmasked Mstep 
Mstep: Class 0 contains 2399 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 12826 members 
Mstep: Class 3 contains 78352 members 
Mstep: Class 4 contains 45156 members 
Mstep: Class 6 contains 9166 members 
Mstep: Class 7 contains 114716 members 
Mstep: Class 8 contains 266457 members 
Mstep: Class 9 contains 53954 members 
Mstep: Class 10 contains 41593 members 
Mstep: Class 11 contains 11307 members 
Mstep: Class 12 contains 15447 members 
Mstep: Class 13 contains 200658 members 
Mstep: Class 14 contains 244501 members 
Mstep: Class 15 contains 31791 members 
Mstep: Class 16 contains 231866 members 
Mstep: Class 17 contains 284954 members 
Mstep: Class 18 contains 182458 members 
Mstep: Class 19 contains 100894 members 
Mstep: Class 20 contains 24710 members 
Mstep: Class 21 contains 24945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225413360.000000 Penalty: 71995.546875
Iteration 27Q: 21 clusters Score -2.254134e+08 nChanged 28478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2399 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 12529 members 
Mstep: Class 3 contains 77558 members 
Mstep: Class 4 contains 44193 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 114744 members 
Mstep: Class 8 contains 262658 members 
Mstep: Class 9 contains 54562 members 
Mstep: Class 10 contains 41603 members 
Mstep: Class 11 contains 11267 members 
Mstep: Class 12 contains 14667 members 
Mstep: Class 13 contains 201411 members 
Mstep: Class 14 contains 243943 members 
Mstep: Class 15 contains 31385 members 
Mstep: Class 16 contains 232128 members 
Mstep: Class 17 contains 285305 members 
Mstep: Class 18 contains 184179 members 
Mstep: Class 19 contains 101834 members 
Mstep: Class 20 contains 24896 members 
Mstep: Class 21 contains 27626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225415696.000000 Penalty: 71995.546875
Iteration 28Q: 21 clusters Score -2.254157e+08 nChanged 26833
Entering Unmasked Mstep 
Mstep: Class 0 contains 2399 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 12256 members 
Mstep: Class 3 contains 77010 members 
Mstep: Class 4 contains 43198 members 
Mstep: Class 6 contains 9850 members 
Mstep: Class 7 contains 114958 members 
Mstep: Class 8 contains 259097 members 
Mstep: Class 9 contains 54957 members 
Mstep: Class 10 contains 41623 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 13875 members 
Mstep: Class 13 contains 202118 members 
Mstep: Class 14 contains 243226 members 
Mstep: Class 15 contains 31094 members 
Mstep: Class 16 contains 231775 members 
Mstep: Class 17 contains 284979 members 
Mstep: Class 18 contains 186361 members 
Mstep: Class 19 contains 102689 members 
Mstep: Class 20 contains 25050 members 
Mstep: Class 21 contains 30846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225419936.000000 Penalty: 71995.546875
Iteration 29Q: 21 clusters Score -2.254199e+08 nChanged 26339
Entering Unmasked Mstep 
Mstep: Class 0 contains 2399 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 76577 members 
Mstep: Class 4 contains 42140 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 115418 members 
Mstep: Class 8 contains 255473 members 
Mstep: Class 9 contains 55181 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 11 contains 11243 members 
Mstep: Class 12 contains 13164 members 
Mstep: Class 13 contains 202736 members 
Mstep: Class 14 contains 242269 members 
Mstep: Class 15 contains 30878 members 
Mstep: Class 16 contains 231010 members 
Mstep: Class 17 contains 284237 members 
Mstep: Class 18 contains 188785 members 
Mstep: Class 19 contains 103516 members 
Mstep: Class 20 contains 25206 members 
Mstep: Class 21 contains 34706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225424400.000000 Penalty: 71995.546875
Iteration 30Q: 21 clusters Score -2.254244e+08 nChanged 26393
Entering Unmasked Mstep 
Mstep: Class 0 contains 2400 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 11934 members 
Mstep: Class 3 contains 76254 members 
Mstep: Class 4 contains 41048 members 
Mstep: Class 6 contains 10514 members 
Mstep: Class 7 contains 116168 members 
Mstep: Class 8 contains 251750 members 
Mstep: Class 9 contains 55365 members 
Mstep: Class 10 contains 41661 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 12532 members 
Mstep: Class 13 contains 203270 members 
Mstep: Class 14 contains 240903 members 
Mstep: Class 15 contains 30709 members 
Mstep: Class 16 contains 229893 members 
Mstep: Class 17 contains 282995 members 
Mstep: Class 18 contains 191599 members 
Mstep: Class 19 contains 104188 members 
Mstep: Class 20 contains 25334 members 
Mstep: Class 21 contains 39333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225428720.000000 Penalty: 71995.546875
Iteration 31Q: 21 clusters Score -2.254287e+08 nChanged 26656
Entering Unmasked Mstep 
Mstep: Class 0 contains 2400 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 11825 members 
Mstep: Class 3 contains 75999 members 
Mstep: Class 4 contains 39955 members 
Mstep: Class 6 contains 10840 members 
Mstep: Class 7 contains 117030 members 
Mstep: Class 8 contains 247928 members 
Mstep: Class 9 contains 55567 members 
Mstep: Class 10 contains 41634 members 
Mstep: Class 11 contains 11215 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 203746 members 
Mstep: Class 14 contains 239153 members 
Mstep: Class 15 contains 30587 members 
Mstep: Class 16 contains 228679 members 
Mstep: Class 17 contains 281382 members 
Mstep: Class 18 contains 194528 members 
Mstep: Class 19 contains 104789 members 
Mstep: Class 20 contains 25419 members 
Mstep: Class 21 contains 44621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225433360.000000 Penalty: 71995.546875
Iteration 32Q: 21 clusters Score -2.254334e+08 nChanged 26263
Entering Unmasked Mstep 
Mstep: Class 0 contains 2400 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 75814 members 
Mstep: Class 4 contains 38873 members 
Mstep: Class 6 contains 11137 members 
Mstep: Class 7 contains 118078 members 
Mstep: Class 8 contains 243958 members 
Mstep: Class 9 contains 55786 members 
Mstep: Class 10 contains 41520 members 
Mstep: Class 11 contains 11201 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 204146 members 
Mstep: Class 14 contains 236993 members 
Mstep: Class 15 contains 30476 members 
Mstep: Class 16 contains 227835 members 
Mstep: Class 17 contains 279537 members 
Mstep: Class 18 contains 197469 members 
Mstep: Class 19 contains 105281 members 
Mstep: Class 20 contains 25479 members 
Mstep: Class 21 contains 50242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225437920.000000 Penalty: 71995.546875
Iteration 33Q: 21 clusters Score -2.254379e+08 nChanged 26102
Entering Unmasked Mstep 
Mstep: Class 0 contains 2400 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 75664 members 
Mstep: Class 4 contains 37906 members 
Mstep: Class 6 contains 11443 members 
Mstep: Class 7 contains 119120 members 
Mstep: Class 8 contains 239877 members 
Mstep: Class 9 contains 56034 members 
Mstep: Class 10 contains 41332 members 
Mstep: Class 11 contains 11173 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 204531 members 
Mstep: Class 14 contains 234565 members 
Mstep: Class 15 contains 30393 members 
Mstep: Class 16 contains 227541 members 
Mstep: Class 17 contains 277626 members 
Mstep: Class 18 contains 200312 members 
Mstep: Class 19 contains 105654 members 
Mstep: Class 20 contains 25525 members 
Mstep: Class 21 contains 55828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225441520.000000 Penalty: 71995.546875
Iteration 34Q: 21 clusters Score -2.254415e+08 nChanged 25031
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 75568 members 
Mstep: Class 4 contains 36910 members 
Mstep: Class 6 contains 11784 members 
Mstep: Class 7 contains 120238 members 
Mstep: Class 8 contains 235754 members 
Mstep: Class 9 contains 56202 members 
Mstep: Class 10 contains 41106 members 
Mstep: Class 11 contains 11138 members 
Mstep: Class 12 contains 10683 members 
Mstep: Class 13 contains 204815 members 
Mstep: Class 14 contains 232009 members 
Mstep: Class 15 contains 30320 members 
Mstep: Class 16 contains 227915 members 
Mstep: Class 17 contains 275775 members 
Mstep: Class 18 contains 203045 members 
Mstep: Class 19 contains 105890 members 
Mstep: Class 20 contains 25632 members 
Mstep: Class 21 contains 61190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225446928.000000 Penalty: 71995.546875
Iteration 35Q: 21 clusters Score -2.254469e+08 nChanged 23895
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 11505 members 
Mstep: Class 3 contains 75453 members 
Mstep: Class 4 contains 35912 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 121391 members 
Mstep: Class 8 contains 231776 members 
Mstep: Class 9 contains 56188 members 
Mstep: Class 10 contains 40852 members 
Mstep: Class 11 contains 11115 members 
Mstep: Class 12 contains 10327 members 
Mstep: Class 13 contains 205001 members 
Mstep: Class 14 contains 229434 members 
Mstep: Class 15 contains 30256 members 
Mstep: Class 16 contains 228890 members 
Mstep: Class 17 contains 274090 members 
Mstep: Class 18 contains 205527 members 
Mstep: Class 19 contains 105987 members 
Mstep: Class 20 contains 25729 members 
Mstep: Class 21 contains 66272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225451440.000000 Penalty: 71995.546875
Iteration 36Q: 21 clusters Score -2.254514e+08 nChanged 22676
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 11422 members 
Mstep: Class 3 contains 75266 members 
Mstep: Class 4 contains 34972 members 
Mstep: Class 6 contains 12468 members 
Mstep: Class 7 contains 122515 members 
Mstep: Class 8 contains 228048 members 
Mstep: Class 9 contains 56069 members 
Mstep: Class 10 contains 40606 members 
Mstep: Class 11 contains 11096 members 
Mstep: Class 12 contains 10040 members 
Mstep: Class 13 contains 205055 members 
Mstep: Class 14 contains 226925 members 
Mstep: Class 15 contains 30174 members 
Mstep: Class 16 contains 230267 members 
Mstep: Class 17 contains 272444 members 
Mstep: Class 18 contains 207735 members 
Mstep: Class 19 contains 105994 members 
Mstep: Class 20 contains 25864 members 
Mstep: Class 21 contains 71125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225455840.000000 Penalty: 71995.546875
Iteration 37Q: 21 clusters Score -2.254558e+08 nChanged 21682
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 11350 members 
Mstep: Class 3 contains 75023 members 
Mstep: Class 4 contains 34058 members 
Mstep: Class 6 contains 12826 members 
Mstep: Class 7 contains 123613 members 
Mstep: Class 8 contains 224606 members 
Mstep: Class 9 contains 55910 members 
Mstep: Class 10 contains 40385 members 
Mstep: Class 11 contains 11088 members 
Mstep: Class 12 contains 9825 members 
Mstep: Class 13 contains 204942 members 
Mstep: Class 14 contains 224658 members 
Mstep: Class 15 contains 30118 members 
Mstep: Class 16 contains 231776 members 
Mstep: Class 17 contains 271062 members 
Mstep: Class 18 contains 209475 members 
Mstep: Class 19 contains 105925 members 
Mstep: Class 20 contains 26027 members 
Mstep: Class 21 contains 75704 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 38Q: 21 clusters Score -2.254628e+08 nChanged 20782
Entering ConstructFrom: 
Score: -225462752.000000 Penalty: 71995.546875
Entering ConstructFrom: 
Trying to split cluster 1 (32095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Entering Unmasked Estep 
Score: -3632559.000000 Penalty: 2573.360840
	Iteration 0F: 2 clusters Score -3632559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3610758.750000 Penalty: 5146.721680
	Iteration 0F: 3 clusters Score -3610759 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3619933.250000 Penalty: 5146.721680
	Iteration 1F: 3 clusters Score -3619933 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3623321.500000 Penalty: 5146.721680
	Iteration 2F: 3 clusters Score -3623322 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -3628109.000000 Penalty: 5146.721680
	Iteration 3F: 3 clusters Score -3628109 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3631672.500000 Penalty: 5146.721680
	Iteration 4F: 3 clusters Score -3631672 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3633252.500000 Penalty: 5146.721680
	Iteration 5F: 3 clusters Score -3633252 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3633834.750000 Penalty: 5146.721680
	Iteration 6Q: 3 clusters Score -3633835 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3634175.000000 Penalty: 5146.721680
	Iteration 7Q: 3 clusters Score -3634175 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3634369.750000 Penalty: 5146.721680
	Iteration 8Q: 3 clusters Score -3634370 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3634503.250000 Penalty: 5146.721680
	Iteration 9Q: 3 clusters Score -3634503 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3634569.000000 Penalty: 5146.721680
	Iteration 10Q: 3 clusters Score -3634569 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -3634607.250000 Penalty: 5146.721680
	Iteration 11Q: 3 clusters Score -3634607 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3634643.250000 Penalty: 5146.721680
	Iteration 12Q: 3 clusters Score -3634643 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3634706.250000 Penalty: 5146.721680
	Iteration 13Q: 3 clusters Score -3634706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3634706.000000 Penalty: 5146.721680
	Iteration 14Q: 3 clusters Score -3634706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3634748.250000 Penalty: 5146.721680
	Iteration 15Q: 3 clusters Score -3634748 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3634766.250000 Penalty: 5146.721680
	Iteration 16Q: 3 clusters Score -3634766 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3634785.000000 Penalty: 5146.721680
	Iteration 17Q: 3 clusters Score -3634785 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3634805.500000 Penalty: 5146.721680
	Iteration 18Q: 3 clusters Score -3634806 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3634811.500000 Penalty: 5146.721680
	Iteration 19Q: 3 clusters Score -3634812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3634806.000000 Penalty: 5146.721680
	Iteration 20F: 3 clusters Score -3634806 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3634814.750000 Penalty: 5146.721680
	Iteration 21Q: 3 clusters Score -3634815 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3634839.500000 Penalty: 5146.721680
	Iteration 22Q: 3 clusters Score -3634840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -3634852.250000 Penalty: 5146.721680
	Iteration 23Q: 3 clusters Score -3634852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3634857.500000 Penalty: 5146.721680
	Iteration 24Q: 3 clusters Score -3634858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3634886.750000 Penalty: 5146.721680
	Iteration 25Q: 3 clusters Score -3634887 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3634886.250000 Penalty: 5146.721680
	Iteration 26Q: 3 clusters Score -3634886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3634886.750000 Penalty: 5146.721680
	Iteration 27Q: 3 clusters Score -3634887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3634887.750000 Penalty: 5146.721680
	Iteration 28Q: 3 clusters Score -3634888 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3634917.500000 Penalty: 5146.721680
	Iteration 29Q: 3 clusters Score -3634918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -3634934.750000 Penalty: 5146.721680
	Iteration 30Q: 3 clusters Score -3634935 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3634940.500000 Penalty: 5146.721680
	Iteration 31Q: 3 clusters Score -3634940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -3634966.750000 Penalty: 5146.721680
	Iteration 32Q: 3 clusters Score -3634967 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3634983.750000 Penalty: 5146.721680
	Iteration 33Q: 3 clusters Score -3634984 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -3635016.500000 Penalty: 5146.721680
	Iteration 34Q: 3 clusters Score -3635016 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3635043.750000 Penalty: 5146.721680
	Iteration 35Q: 3 clusters Score -3635044 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3635064.250000 Penalty: 5146.721680
	Iteration 36Q: 3 clusters Score -3635064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3635071.000000 Penalty: 5146.721680
	Iteration 37Q: 3 clusters Score -3635071 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -3635068.000000 Penalty: 5146.721680
	Iteration 38Q: 3 clusters Score -3635068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -3635068.500000 Penalty: 5146.721680
	Iteration 39Q: 3 clusters Score -3635068 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3635096.000000 Penalty: 5146.721680
	Iteration 40F: 3 clusters Score -3635096 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3635120.750000 Penalty: 5146.721680
	Iteration 41Q: 3 clusters Score -3635121 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3635138.000000 Penalty: 5146.721680
	Iteration 42Q: 3 clusters Score -3635138 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3635144.500000 Penalty: 5146.721680
	Iteration 43Q: 3 clusters Score -3635144 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3635178.000000 Penalty: 5146.721680
	Iteration 44Q: 3 clusters Score -3635178 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3635195.500000 Penalty: 5146.721680
	Iteration 45Q: 3 clusters Score -3635196 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3635226.250000 Penalty: 5146.721680
	Iteration 46Q: 3 clusters Score -3635226 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3635242.750000 Penalty: 5146.721680
	Iteration 47Q: 3 clusters Score -3635243 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3635274.000000 Penalty: 5146.721680
	Iteration 48Q: 3 clusters Score -3635274 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3635289.000000 Penalty: 5146.721680
	Iteration 49Q: 3 clusters Score -3635289 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3635318.000000 Penalty: 5146.721680
	Iteration 50Q: 3 clusters Score -3635318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3635346.000000 Penalty: 5146.721680
	Iteration 51Q: 3 clusters Score -3635346 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3635365.500000 Penalty: 5146.721680
	Iteration 52Q: 3 clusters Score -3635366 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3635411.750000 Penalty: 5146.721680
	Iteration 53Q: 3 clusters Score -3635412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3635421.250000 Penalty: 5146.721680
	Iteration 54Q: 3 clusters Score -3635421 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -3635455.750000 Penalty: 5146.721680
	Iteration 55Q: 3 clusters Score -3635456 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3635512.000000 Penalty: 5146.721680
	Iteration 56Q: 3 clusters Score -3635512 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3635619.750000 Penalty: 5146.721680
	Iteration 57Q: 3 clusters Score -3635620 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -3635779.250000 Penalty: 5146.721680
	Iteration 58Q: 3 clusters Score -3635779 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3636204.250000 Penalty: 5146.721680
	Iteration 59Q: 3 clusters Score -3636204 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3637104.000000 Penalty: 5146.721680
	Iteration 60F: 3 clusters Score -3637104 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3638883.000000 Penalty: 5146.721680
	Iteration 61Q: 3 clusters Score -3638883 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -3639834.750000 Penalty: 5146.721680
	Iteration 62Q: 3 clusters Score -3639835 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3640006.000000 Penalty: 5146.721680
	Iteration 63Q: 3 clusters Score -3640006 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3640038.500000 Penalty: 5146.721680
	Iteration 64Q: 3 clusters Score -3640038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3640038.750000 Penalty: 5146.721680
	Iteration 65Q: 3 clusters Score -3640039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3640041.500000 Penalty: 5146.721680
	Iteration 66Q: 3 clusters Score -3640042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -3640047.250000 Penalty: 5146.721680
	Iteration 67Q: 3 clusters Score -3640047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3640060.000000 Penalty: 5146.721680
	Iteration 68Q: 3 clusters Score -3640060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3640055.250000 Penalty: 5146.721680
	Iteration 69Q: 3 clusters Score -3640055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3640061.000000 Penalty: 5146.721680
	Iteration 70Q: 3 clusters Score -3640061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3640062.250000 Penalty: 5146.721680
	Iteration 71Q: 3 clusters Score -3640062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3640064.000000 Penalty: 5146.721680
	Iteration 72Q: 3 clusters Score -3640064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3640066.000000 Penalty: 5146.721680
	Iteration 73Q: 3 clusters Score -3640066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3640061.000000 Penalty: 5146.721680
	Iteration 74Q: 3 clusters Score -3640061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3640059.500000 Penalty: 5146.721680
	Iteration 75Q: 3 clusters Score -3640060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3640059.000000 Penalty: 5146.721680
	Iteration 76Q: 3 clusters Score -3640059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3640054.500000 Penalty: 5146.721680
	Iteration 77Q: 3 clusters Score -3640054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3640056.500000 Penalty: 5146.721680
	Iteration 78Q: 3 clusters Score -3640056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3640052.750000 Penalty: 5146.721680
	Iteration 79Q: 3 clusters Score -3640053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3640055.750000 Penalty: 5146.721680
	Iteration 80F: 3 clusters Score -3640056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 33174 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 124668 members 
Mstep: Class 8 contains 221630 members 
Mstep: Class 9 contains 55743 members 
Mstep: Class 10 contains 40195 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Entering Unmasked Estep 
Score: -225472944.000000 Penalty: 75595.320312
Splitting cluster 1 changes total score from -225462752.000000 to -225472944.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (11288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Entering Unmasked Estep 
Score: -1221275.875000 Penalty: 2314.210938
	Iteration 0F: 2 clusters Score -1221276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1213022.500000 Penalty: 4628.421875
	Iteration 0F: 3 clusters Score -1213022 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1218015.000000 Penalty: 4628.421875
	Iteration 1F: 3 clusters Score -1218015 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1220305.375000 Penalty: 4628.421875
	Iteration 2F: 3 clusters Score -1220305 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1221799.000000 Penalty: 4628.421875
	Iteration 3F: 3 clusters Score -1221799 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1222505.750000 Penalty: 4628.421875
	Iteration 4F: 3 clusters Score -1222506 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1222791.625000 Penalty: 4628.421875
	Iteration 5Q: 3 clusters Score -1222792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1222936.875000 Penalty: 4628.421875
	Iteration 6Q: 3 clusters Score -1222937 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1223018.625000 Penalty: 4628.421875
	Iteration 7Q: 3 clusters Score -1223019 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1223071.875000 Penalty: 4628.421875
	Iteration 8Q: 3 clusters Score -1223072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1223106.500000 Penalty: 4628.421875
	Iteration 9Q: 3 clusters Score -1223106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1223130.125000 Penalty: 4628.421875
	Iteration 10Q: 3 clusters Score -1223130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1223152.750000 Penalty: 4628.421875
	Iteration 11Q: 3 clusters Score -1223153 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1223167.125000 Penalty: 4628.421875
	Iteration 12Q: 3 clusters Score -1223167 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1223177.000000 Penalty: 4628.421875
	Iteration 13Q: 3 clusters Score -1223177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1223179.250000 Penalty: 4628.421875
	Iteration 14Q: 3 clusters Score -1223179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1223180.625000 Penalty: 4628.421875
	Iteration 15Q: 3 clusters Score -1223181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1223186.375000 Penalty: 4628.421875
	Iteration 16Q: 3 clusters Score -1223186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1223188.750000 Penalty: 4628.421875
	Iteration 17Q: 3 clusters Score -1223189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1223191.750000 Penalty: 4628.421875
	Iteration 18Q: 3 clusters Score -1223192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1223195.000000 Penalty: 4628.421875
	Iteration 19Q: 3 clusters Score -1223195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1223196.125000 Penalty: 4628.421875
	Iteration 20F: 3 clusters Score -1223196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1223198.125000 Penalty: 4628.421875
	Iteration 21Q: 3 clusters Score -1223198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1223197.125000 Penalty: 4628.421875
	Iteration 22Q: 3 clusters Score -1223197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1223199.500000 Penalty: 4628.421875
	Iteration 23Q: 3 clusters Score -1223200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1223199.125000 Penalty: 4628.421875
	Iteration 24Q: 3 clusters Score -1223199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1223199.125000 Penalty: 4628.421875
	Iteration 25F: 3 clusters Score -1223199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 33174 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 124668 members 
Mstep: Class 8 contains 221630 members 
Mstep: Class 9 contains 55743 members 
Mstep: Class 10 contains 40195 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Entering Unmasked Estep 
Score: -225472976.000000 Penalty: 79195.101562
Splitting cluster 2 changes total score from -225462752.000000 to -225472976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (74679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Entering Unmasked Estep 
Score: -7905053.000000 Penalty: 2782.796631
	Iteration 0F: 2 clusters Score -7905053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -7854916.500000 Penalty: 5565.593262
	Iteration 0F: 3 clusters Score -7854916 nChanged 35107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7876693.500000 Penalty: 5565.593262
	Iteration 1F: 3 clusters Score -7876694 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -7879758.000000 Penalty: 5565.593262
	Iteration 2F: 3 clusters Score -7879758 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7883394.000000 Penalty: 5565.593262
	Iteration 3F: 3 clusters Score -7883394 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -7886791.000000 Penalty: 5565.593262
	Iteration 4F: 3 clusters Score -7886791 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -7889868.500000 Penalty: 5565.593262
	Iteration 5F: 3 clusters Score -7889868 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -7892174.000000 Penalty: 5565.593262
	Iteration 6F: 3 clusters Score -7892174 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -7893847.000000 Penalty: 5565.593262
	Iteration 7Q: 3 clusters Score -7893847 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -7894877.000000 Penalty: 5565.593262
	Iteration 8Q: 3 clusters Score -7894877 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -7895781.000000 Penalty: 5565.593262
	Iteration 9Q: 3 clusters Score -7895781 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7896617.500000 Penalty: 5565.593262
	Iteration 10Q: 3 clusters Score -7896618 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -7897389.000000 Penalty: 5565.593262
	Iteration 11Q: 3 clusters Score -7897389 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -7898170.500000 Penalty: 5565.593262
	Iteration 12Q: 3 clusters Score -7898170 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -7898890.500000 Penalty: 5565.593262
	Iteration 13Q: 3 clusters Score -7898890 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -7899573.000000 Penalty: 5565.593262
	Iteration 14Q: 3 clusters Score -7899573 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -7900271.500000 Penalty: 5565.593262
	Iteration 15Q: 3 clusters Score -7900272 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -7900844.500000 Penalty: 5565.593262
	Iteration 16Q: 3 clusters Score -7900844 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -7901372.000000 Penalty: 5565.593262
	Iteration 17Q: 3 clusters Score -7901372 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64822 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -7901837.000000 Penalty: 5565.593262
	Iteration 18Q: 3 clusters Score -7901837 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -7902304.500000 Penalty: 5565.593262
	Iteration 19Q: 3 clusters Score -7902304 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -7902665.500000 Penalty: 5565.593262
	Iteration 20F: 3 clusters Score -7902666 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -7902933.500000 Penalty: 5565.593262
	Iteration 21Q: 3 clusters Score -7902934 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -7903220.000000 Penalty: 5565.593262
	Iteration 22Q: 3 clusters Score -7903220 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68959 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -7903447.500000 Penalty: 5565.593262
	Iteration 23Q: 3 clusters Score -7903448 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -7903673.000000 Penalty: 5565.593262
	Iteration 24Q: 3 clusters Score -7903673 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7903856.000000 Penalty: 5565.593262
	Iteration 25Q: 3 clusters Score -7903856 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7904018.500000 Penalty: 5565.593262
	Iteration 26Q: 3 clusters Score -7904018 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70654 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7904142.000000 Penalty: 5565.593262
	Iteration 27Q: 3 clusters Score -7904142 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7904263.500000 Penalty: 5565.593262
	Iteration 28Q: 3 clusters Score -7904264 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71061 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7904365.000000 Penalty: 5565.593262
	Iteration 29Q: 3 clusters Score -7904365 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71213 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7904429.000000 Penalty: 5565.593262
	Iteration 30Q: 3 clusters Score -7904429 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7904460.500000 Penalty: 5565.593262
	Iteration 31Q: 3 clusters Score -7904460 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7904515.500000 Penalty: 5565.593262
	Iteration 32Q: 3 clusters Score -7904516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71507 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7904544.500000 Penalty: 5565.593262
	Iteration 33Q: 3 clusters Score -7904544 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7904579.000000 Penalty: 5565.593262
	Iteration 34Q: 3 clusters Score -7904579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7904600.000000 Penalty: 5565.593262
	Iteration 35Q: 3 clusters Score -7904600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7904606.500000 Penalty: 5565.593262
	Iteration 36Q: 3 clusters Score -7904606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7904625.000000 Penalty: 5565.593262
	Iteration 37Q: 3 clusters Score -7904625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7904642.500000 Penalty: 5565.593262
	Iteration 38Q: 3 clusters Score -7904642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7904658.000000 Penalty: 5565.593262
	Iteration 39Q: 3 clusters Score -7904658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7904662.500000 Penalty: 5565.593262
	Iteration 40F: 3 clusters Score -7904662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7904674.500000 Penalty: 5565.593262
	Iteration 41Q: 3 clusters Score -7904674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7904677.000000 Penalty: 5565.593262
	Iteration 42Q: 3 clusters Score -7904677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7904670.000000 Penalty: 5565.593262
	Iteration 43Q: 3 clusters Score -7904670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7904682.000000 Penalty: 5565.593262
	Iteration 44Q: 3 clusters Score -7904682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7904686.500000 Penalty: 5565.593262
	Iteration 45Q: 3 clusters Score -7904686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71952 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7904693.000000 Penalty: 5565.593262
	Iteration 46Q: 3 clusters Score -7904693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7904694.500000 Penalty: 5565.593262
	Iteration 47Q: 3 clusters Score -7904694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7904689.500000 Penalty: 5565.593262
	Iteration 48Q: 3 clusters Score -7904690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71979 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7904695.500000 Penalty: 5565.593262
	Iteration 49Q: 3 clusters Score -7904696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7904693.000000 Penalty: 5565.593262
	Iteration 50Q: 3 clusters Score -7904693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71997 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7904702.000000 Penalty: 5565.593262
	Iteration 51Q: 3 clusters Score -7904702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7904694.000000 Penalty: 5565.593262
	Iteration 52Q: 3 clusters Score -7904694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72014 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7904696.500000 Penalty: 5565.593262
	Iteration 53Q: 3 clusters Score -7904696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72019 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7904687.500000 Penalty: 5565.593262
	Iteration 54Q: 3 clusters Score -7904688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72026 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7904694.000000 Penalty: 5565.593262
	Iteration 55Q: 3 clusters Score -7904694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7904692.500000 Penalty: 5565.593262
	Iteration 56Q: 3 clusters Score -7904692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7904695.500000 Penalty: 5565.593262
	Iteration 57Q: 3 clusters Score -7904696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7904693.500000 Penalty: 5565.593262
	Iteration 58Q: 3 clusters Score -7904694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7904693.500000 Penalty: 5565.593262
	Iteration 59Q: 3 clusters Score -7904694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7904694.500000 Penalty: 5565.593262
	Iteration 60F: 3 clusters Score -7904694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7904700.000000 Penalty: 5565.593262
	Iteration 61Q: 3 clusters Score -7904700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7904703.000000 Penalty: 5565.593262
	Iteration 62Q: 3 clusters Score -7904703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7904701.000000 Penalty: 5565.593262
	Iteration 63Q: 3 clusters Score -7904701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7904703.500000 Penalty: 5565.593262
	Iteration 64Q: 3 clusters Score -7904704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7904700.500000 Penalty: 5565.593262
	Iteration 65Q: 3 clusters Score -7904700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7904698.500000 Penalty: 5565.593262
	Iteration 66Q: 3 clusters Score -7904698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72041 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7904699.000000 Penalty: 5565.593262
	Iteration 67Q: 3 clusters Score -7904699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7904703.000000 Penalty: 5565.593262
	Iteration 68Q: 3 clusters Score -7904703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7904702.000000 Penalty: 5565.593262
	Iteration 69Q: 3 clusters Score -7904702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72043 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7904702.000000 Penalty: 5565.593262
	Iteration 70F: 3 clusters Score -7904702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Entering Unmasked Estep 
Score: -3642364.750000 Penalty: 2581.561523
	Iteration 0F: 2 clusters Score -3642365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -3619829.000000 Penalty: 5163.123047
	Iteration 0F: 3 clusters Score -3619829 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3628316.000000 Penalty: 5163.123047
	Iteration 1F: 3 clusters Score -3628316 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3629712.250000 Penalty: 5163.123047
	Iteration 2F: 3 clusters Score -3629712 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3631837.000000 Penalty: 5163.123047
	Iteration 3F: 3 clusters Score -3631837 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3634693.750000 Penalty: 5163.123047
	Iteration 4F: 3 clusters Score -3634694 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3637336.750000 Penalty: 5163.123047
	Iteration 5F: 3 clusters Score -3637337 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3639040.750000 Penalty: 5163.123047
	Iteration 6F: 3 clusters Score -3639041 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3640000.750000 Penalty: 5163.123047
	Iteration 7F: 3 clusters Score -3640001 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3640560.500000 Penalty: 5163.123047
	Iteration 8Q: 3 clusters Score -3640560 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3640950.250000 Penalty: 5163.123047
	Iteration 9Q: 3 clusters Score -3640950 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3641228.250000 Penalty: 5163.123047
	Iteration 10Q: 3 clusters Score -3641228 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3641491.000000 Penalty: 5163.123047
	Iteration 11Q: 3 clusters Score -3641491 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3641721.250000 Penalty: 5163.123047
	Iteration 12Q: 3 clusters Score -3641721 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3642003.500000 Penalty: 5163.123047
	Iteration 13Q: 3 clusters Score -3642004 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3642256.500000 Penalty: 5163.123047
	Iteration 14Q: 3 clusters Score -3642256 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3642559.000000 Penalty: 5163.123047
	Iteration 15Q: 3 clusters Score -3642559 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3642873.500000 Penalty: 5163.123047
	Iteration 16Q: 3 clusters Score -3642874 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3643170.250000 Penalty: 5163.123047
	Iteration 17Q: 3 clusters Score -3643170 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3643412.750000 Penalty: 5163.123047
	Iteration 18Q: 3 clusters Score -3643413 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3643563.500000 Penalty: 5163.123047
	Iteration 19Q: 3 clusters Score -3643564 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3643739.750000 Penalty: 5163.123047
	Iteration 20F: 3 clusters Score -3643740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3643800.750000 Penalty: 5163.123047
	Iteration 21Q: 3 clusters Score -3643801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3643841.750000 Penalty: 5163.123047
	Iteration 22Q: 3 clusters Score -3643842 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3643872.000000 Penalty: 5163.123047
	Iteration 23Q: 3 clusters Score -3643872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3643891.000000 Penalty: 5163.123047
	Iteration 24Q: 3 clusters Score -3643891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3643895.750000 Penalty: 5163.123047
	Iteration 25Q: 3 clusters Score -3643896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3643902.750000 Penalty: 5163.123047
	Iteration 26Q: 3 clusters Score -3643903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3643902.000000 Penalty: 5163.123047
	Iteration 27Q: 3 clusters Score -3643902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3643904.500000 Penalty: 5163.123047
	Iteration 28Q: 3 clusters Score -3643904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3643905.750000 Penalty: 5163.123047
	Iteration 29Q: 3 clusters Score -3643906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3643901.250000 Penalty: 5163.123047
	Iteration 30Q: 3 clusters Score -3643901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3643909.250000 Penalty: 5163.123047
	Iteration 31Q: 3 clusters Score -3643909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3643907.250000 Penalty: 5163.123047
	Iteration 32Q: 3 clusters Score -3643907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3643907.500000 Penalty: 5163.123047
	Iteration 33Q: 3 clusters Score -3643908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3643907.500000 Penalty: 5163.123047
	Iteration 34F: 3 clusters Score -3643908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 124668 members 
Mstep: Class 8 contains 221630 members 
Mstep: Class 9 contains 55743 members 
Mstep: Class 10 contains 40195 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Entering Unmasked Estep 
Score: -225470528.000000 Penalty: 82794.875000
Splitting cluster 4 changes total score from -225462752.000000 to -225470528.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (13120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Entering Unmasked Estep 
Score: -1431874.250000 Penalty: 2351.509521
	Iteration 0F: 2 clusters Score -1431874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1422138.125000 Penalty: 4703.019043
	Iteration 0F: 3 clusters Score -1422138 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1425270.375000 Penalty: 4703.019043
	Iteration 1F: 3 clusters Score -1425270 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1425778.000000 Penalty: 4703.019043
	Iteration 2F: 3 clusters Score -1425778 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1426205.125000 Penalty: 4703.019043
	Iteration 3F: 3 clusters Score -1426205 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1426608.375000 Penalty: 4703.019043
	Iteration 4F: 3 clusters Score -1426608 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1427041.375000 Penalty: 4703.019043
	Iteration 5F: 3 clusters Score -1427041 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1427591.000000 Penalty: 4703.019043
	Iteration 6F: 3 clusters Score -1427591 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1428262.250000 Penalty: 4703.019043
	Iteration 7F: 3 clusters Score -1428262 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1428936.875000 Penalty: 4703.019043
	Iteration 8F: 3 clusters Score -1428937 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1429543.750000 Penalty: 4703.019043
	Iteration 9F: 3 clusters Score -1429544 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1430064.625000 Penalty: 4703.019043
	Iteration 10F: 3 clusters Score -1430065 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1430413.250000 Penalty: 4703.019043
	Iteration 11Q: 3 clusters Score -1430413 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1430622.250000 Penalty: 4703.019043
	Iteration 12Q: 3 clusters Score -1430622 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1430745.250000 Penalty: 4703.019043
	Iteration 13Q: 3 clusters Score -1430745 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1430811.250000 Penalty: 4703.019043
	Iteration 14Q: 3 clusters Score -1430811 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1430856.875000 Penalty: 4703.019043
	Iteration 15Q: 3 clusters Score -1430857 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1430890.625000 Penalty: 4703.019043
	Iteration 16Q: 3 clusters Score -1430891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1430915.125000 Penalty: 4703.019043
	Iteration 17Q: 3 clusters Score -1430915 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1430932.750000 Penalty: 4703.019043
	Iteration 18Q: 3 clusters Score -1430933 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1430953.375000 Penalty: 4703.019043
	Iteration 19Q: 3 clusters Score -1430953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1430960.500000 Penalty: 4703.019043
	Iteration 20F: 3 clusters Score -1430960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1430965.625000 Penalty: 4703.019043
	Iteration 21Q: 3 clusters Score -1430966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1430975.125000 Penalty: 4703.019043
	Iteration 22Q: 3 clusters Score -1430975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1430978.125000 Penalty: 4703.019043
	Iteration 23Q: 3 clusters Score -1430978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1430984.625000 Penalty: 4703.019043
	Iteration 24Q: 3 clusters Score -1430985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1430993.750000 Penalty: 4703.019043
	Iteration 25Q: 3 clusters Score -1430994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1430998.875000 Penalty: 4703.019043
	Iteration 26Q: 3 clusters Score -1430999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1431006.000000 Penalty: 4703.019043
	Iteration 27Q: 3 clusters Score -1431006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1431009.625000 Penalty: 4703.019043
	Iteration 28Q: 3 clusters Score -1431010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1431013.250000 Penalty: 4703.019043
	Iteration 29Q: 3 clusters Score -1431013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1431018.250000 Penalty: 4703.019043
	Iteration 30Q: 3 clusters Score -1431018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1431021.375000 Penalty: 4703.019043
	Iteration 31Q: 3 clusters Score -1431021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1431026.250000 Penalty: 4703.019043
	Iteration 32Q: 3 clusters Score -1431026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1431032.000000 Penalty: 4703.019043
	Iteration 33Q: 3 clusters Score -1431032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1431037.000000 Penalty: 4703.019043
	Iteration 34Q: 3 clusters Score -1431037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1431041.750000 Penalty: 4703.019043
	Iteration 35Q: 3 clusters Score -1431042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1431042.625000 Penalty: 4703.019043
	Iteration 36Q: 3 clusters Score -1431043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1431050.875000 Penalty: 4703.019043
	Iteration 37Q: 3 clusters Score -1431051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1431050.125000 Penalty: 4703.019043
	Iteration 38Q: 3 clusters Score -1431050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1431050.625000 Penalty: 4703.019043
	Iteration 39Q: 3 clusters Score -1431051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1431052.125000 Penalty: 4703.019043
	Iteration 40F: 3 clusters Score -1431052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1431054.125000 Penalty: 4703.019043
	Iteration 41Q: 3 clusters Score -1431054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1431058.125000 Penalty: 4703.019043
	Iteration 42Q: 3 clusters Score -1431058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1431061.125000 Penalty: 4703.019043
	Iteration 43Q: 3 clusters Score -1431061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1431060.750000 Penalty: 4703.019043
	Iteration 44Q: 3 clusters Score -1431061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1431064.125000 Penalty: 4703.019043
	Iteration 45Q: 3 clusters Score -1431064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1431064.500000 Penalty: 4703.019043
	Iteration 46Q: 3 clusters Score -1431064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1431068.625000 Penalty: 4703.019043
	Iteration 47Q: 3 clusters Score -1431069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1431070.125000 Penalty: 4703.019043
	Iteration 48Q: 3 clusters Score -1431070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1431069.375000 Penalty: 4703.019043
	Iteration 49Q: 3 clusters Score -1431069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1431071.500000 Penalty: 4703.019043
	Iteration 50Q: 3 clusters Score -1431072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1431069.750000 Penalty: 4703.019043
	Iteration 51Q: 3 clusters Score -1431070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1431070.500000 Penalty: 4703.019043
	Iteration 52Q: 3 clusters Score -1431070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1431072.375000 Penalty: 4703.019043
	Iteration 53Q: 3 clusters Score -1431072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1431077.500000 Penalty: 4703.019043
	Iteration 54Q: 3 clusters Score -1431078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1431075.625000 Penalty: 4703.019043
	Iteration 55Q: 3 clusters Score -1431076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1431075.125000 Penalty: 4703.019043
	Iteration 56Q: 3 clusters Score -1431075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1431075.000000 Penalty: 4703.019043
	Iteration 57Q: 3 clusters Score -1431075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1431074.625000 Penalty: 4703.019043
	Iteration 58Q: 3 clusters Score -1431075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1431074.625000 Penalty: 4703.019043
	Iteration 59F: 3 clusters Score -1431075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Entering Unmasked Estep 
Score: -14326277.000000 Penalty: 2909.885742
	Iteration 0F: 2 clusters Score -1.432628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -14242754.000000 Penalty: 5819.771484
	Iteration 0F: 3 clusters Score -1.424275e+07 nChanged 59415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -14277282.000000 Penalty: 5819.771484
	Iteration 1F: 3 clusters Score -1.427728e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -14279210.000000 Penalty: 5819.771484
	Iteration 2Q: 3 clusters Score -1.427921e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -14282803.000000 Penalty: 5819.771484
	Iteration 3F: 3 clusters Score -1.42828e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -14289663.000000 Penalty: 5819.771484
	Iteration 4F: 3 clusters Score -1.428966e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -14300158.000000 Penalty: 5819.771484
	Iteration 5F: 3 clusters Score -1.430016e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -14312004.000000 Penalty: 5819.771484
	Iteration 6F: 3 clusters Score -1.4312e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -14321207.000000 Penalty: 5819.771484
	Iteration 7F: 3 clusters Score -1.432121e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119735 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -14326997.000000 Penalty: 5819.771484
	Iteration 8Q: 3 clusters Score -1.4327e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120485 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -14330457.000000 Penalty: 5819.771484
	Iteration 9Q: 3 clusters Score -1.433046e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120365 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -14331309.000000 Penalty: 5819.771484
	Iteration 10Q: 3 clusters Score -1.433131e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120246 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -14331624.000000 Penalty: 5819.771484
	Iteration 11Q: 3 clusters Score -1.433162e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120066 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -14331817.000000 Penalty: 5819.771484
	Iteration 12Q: 3 clusters Score -1.433182e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119870 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -14331942.000000 Penalty: 5819.771484
	Iteration 13Q: 3 clusters Score -1.433194e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -14332055.000000 Penalty: 5819.771484
	Iteration 14Q: 3 clusters Score -1.433206e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -14332175.000000 Penalty: 5819.771484
	Iteration 15Q: 3 clusters Score -1.433218e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -14332329.000000 Penalty: 5819.771484
	Iteration 16Q: 3 clusters Score -1.433233e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119011 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -14332414.000000 Penalty: 5819.771484
	Iteration 17Q: 3 clusters Score -1.433241e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118811 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -14332509.000000 Penalty: 5819.771484
	Iteration 18Q: 3 clusters Score -1.433251e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118638 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -14332548.000000 Penalty: 5819.771484
	Iteration 19Q: 3 clusters Score -1.433255e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -14332908.000000 Penalty: 5819.771484
	Iteration 20F: 3 clusters Score -1.433291e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118186 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -14333149.000000 Penalty: 5819.771484
	Iteration 21Q: 3 clusters Score -1.433315e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -14333351.000000 Penalty: 5819.771484
	Iteration 22Q: 3 clusters Score -1.433335e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117463 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -14333548.000000 Penalty: 5819.771484
	Iteration 23Q: 3 clusters Score -1.433355e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -14333687.000000 Penalty: 5819.771484
	Iteration 24Q: 3 clusters Score -1.433369e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116788 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -14333772.000000 Penalty: 5819.771484
	Iteration 25Q: 3 clusters Score -1.433377e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116528 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -14333850.000000 Penalty: 5819.771484
	Iteration 26Q: 3 clusters Score -1.433385e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116297 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -14333898.000000 Penalty: 5819.771484
	Iteration 27Q: 3 clusters Score -1.43339e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116103 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -14333907.000000 Penalty: 5819.771484
	Iteration 28Q: 3 clusters Score -1.433391e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115946 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -14333884.000000 Penalty: 5819.771484
	Iteration 29Q: 3 clusters Score -1.433388e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -14333891.000000 Penalty: 5819.771484
	Iteration 30Q: 3 clusters Score -1.433389e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -14333900.000000 Penalty: 5819.771484
	Iteration 31Q: 3 clusters Score -1.43339e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115579 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -14333924.000000 Penalty: 5819.771484
	Iteration 32Q: 3 clusters Score -1.433392e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115480 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -14333921.000000 Penalty: 5819.771484
	Iteration 33Q: 3 clusters Score -1.433392e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115412 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -14333957.000000 Penalty: 5819.771484
	Iteration 34Q: 3 clusters Score -1.433396e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -14333977.000000 Penalty: 5819.771484
	Iteration 35Q: 3 clusters Score -1.433398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -14333972.000000 Penalty: 5819.771484
	Iteration 36Q: 3 clusters Score -1.433397e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115252 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -14333975.000000 Penalty: 5819.771484
	Iteration 37Q: 3 clusters Score -1.433398e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115209 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -14333967.000000 Penalty: 5819.771484
	Iteration 38Q: 3 clusters Score -1.433397e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -14333970.000000 Penalty: 5819.771484
	Iteration 39Q: 3 clusters Score -1.433397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -14333981.000000 Penalty: 5819.771484
	Iteration 40F: 3 clusters Score -1.433398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -14333990.000000 Penalty: 5819.771484
	Iteration 41Q: 3 clusters Score -1.433399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115089 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -14333993.000000 Penalty: 5819.771484
	Iteration 42Q: 3 clusters Score -1.433399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115067 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -14333980.000000 Penalty: 5819.771484
	Iteration 43Q: 3 clusters Score -1.433398e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -14334001.000000 Penalty: 5819.771484
	Iteration 44Q: 3 clusters Score -1.4334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -14333989.000000 Penalty: 5819.771484
	Iteration 45Q: 3 clusters Score -1.433399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114996 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -14333987.000000 Penalty: 5819.771484
	Iteration 46Q: 3 clusters Score -1.433399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114981 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -14333998.000000 Penalty: 5819.771484
	Iteration 47Q: 3 clusters Score -1.4334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -14334014.000000 Penalty: 5819.771484
	Iteration 48Q: 3 clusters Score -1.433401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114949 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -14334003.000000 Penalty: 5819.771484
	Iteration 49Q: 3 clusters Score -1.4334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114936 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -14333995.000000 Penalty: 5819.771484
	Iteration 50Q: 3 clusters Score -1.4334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -14333996.000000 Penalty: 5819.771484
	Iteration 51Q: 3 clusters Score -1.4334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -14333988.000000 Penalty: 5819.771484
	Iteration 52Q: 3 clusters Score -1.433399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -14333993.000000 Penalty: 5819.771484
	Iteration 53Q: 3 clusters Score -1.433399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114922 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -14334000.000000 Penalty: 5819.771484
	Iteration 54Q: 3 clusters Score -1.4334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -14333995.000000 Penalty: 5819.771484
	Iteration 55Q: 3 clusters Score -1.4334e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114918 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -14334001.000000 Penalty: 5819.771484
	Iteration 56Q: 3 clusters Score -1.4334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -14334001.000000 Penalty: 5819.771484
	Iteration 57Q: 3 clusters Score -1.4334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114917 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -14334001.000000 Penalty: 5819.771484
	Iteration 58F: 3 clusters Score -1.4334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 221630 members 
Mstep: Class 9 contains 55743 members 
Mstep: Class 10 contains 40195 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Entering Unmasked Estep 
Score: -225475680.000000 Penalty: 86394.656250
Splitting cluster 7 changes total score from -225462752.000000 to -225475680.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (221630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221630 members 
Entering Unmasked Estep 
Score: -25687808.000000 Penalty: 3052.573486
	Iteration 0F: 2 clusters Score -2.568781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 111385 members 
Entering Unmasked Estep 
Score: -25546670.000000 Penalty: 6105.146973
	Iteration 0F: 3 clusters Score -2.554667e+07 nChanged 107109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 123386 members 
Entering Unmasked Estep 
Score: -25615606.000000 Penalty: 6105.146973
	Iteration 1F: 3 clusters Score -2.561561e+07 nChanged 15992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89468 members 
Mstep: Class 2 contains 132162 members 
Entering Unmasked Estep 
Score: -25632814.000000 Penalty: 6105.146973
	Iteration 2F: 3 clusters Score -2.563281e+07 nChanged 23514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 146656 members 
Entering Unmasked Estep 
Score: -25660480.000000 Penalty: 6105.146973
	Iteration 3F: 3 clusters Score -2.566048e+07 nChanged 24580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 164418 members 
Entering Unmasked Estep 
Score: -25685206.000000 Penalty: 6105.146973
	Iteration 4F: 3 clusters Score -2.568521e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -25703208.000000 Penalty: 6105.146973
	Iteration 5F: 3 clusters Score -2.570321e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 186418 members 
Entering Unmasked Estep 
Score: -25716990.000000 Penalty: 6105.146973
	Iteration 6Q: 3 clusters Score -2.571699e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 190274 members 
Entering Unmasked Estep 
Score: -25724110.000000 Penalty: 6105.146973
	Iteration 7Q: 3 clusters Score -2.572411e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 192534 members 
Entering Unmasked Estep 
Score: -25725954.000000 Penalty: 6105.146973
	Iteration 8Q: 3 clusters Score -2.572595e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 193934 members 
Entering Unmasked Estep 
Score: -25726454.000000 Penalty: 6105.146973
	Iteration 9Q: 3 clusters Score -2.572645e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 194834 members 
Entering Unmasked Estep 
Score: -25726662.000000 Penalty: 6105.146973
	Iteration 10Q: 3 clusters Score -2.572666e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 195422 members 
Entering Unmasked Estep 
Score: -25726806.000000 Penalty: 6105.146973
	Iteration 11Q: 3 clusters Score -2.572681e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 195819 members 
Entering Unmasked Estep 
Score: -25726808.000000 Penalty: 6105.146973
	Iteration 12Q: 3 clusters Score -2.572681e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 196087 members 
Entering Unmasked Estep 
Score: -25726748.000000 Penalty: 6105.146973
	Iteration 13Q: 3 clusters Score -2.572675e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 196261 members 
Entering Unmasked Estep 
Score: -25726788.000000 Penalty: 6105.146973
	Iteration 14Q: 3 clusters Score -2.572679e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 196398 members 
Entering Unmasked Estep 
Score: -25726784.000000 Penalty: 6105.146973
	Iteration 15Q: 3 clusters Score -2.572678e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 196477 members 
Entering Unmasked Estep 
Score: -25726826.000000 Penalty: 6105.146973
	Iteration 16Q: 3 clusters Score -2.572683e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 196540 members 
Entering Unmasked Estep 
Score: -25726758.000000 Penalty: 6105.146973
	Iteration 17Q: 3 clusters Score -2.572676e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 196585 members 
Entering Unmasked Estep 
Score: -25726768.000000 Penalty: 6105.146973
	Iteration 18Q: 3 clusters Score -2.572677e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 196611 members 
Entering Unmasked Estep 
Score: -25726758.000000 Penalty: 6105.146973
	Iteration 19Q: 3 clusters Score -2.572676e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 196627 members 
Entering Unmasked Estep 
Score: -25726758.000000 Penalty: 6105.146973
	Iteration 20F: 3 clusters Score -2.572676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 196638 members 
Entering Unmasked Estep 
Score: -25726756.000000 Penalty: 6105.146973
	Iteration 21Q: 3 clusters Score -2.572676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 196645 members 
Entering Unmasked Estep 
Score: -25726764.000000 Penalty: 6105.146973
	Iteration 22Q: 3 clusters Score -2.572676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 196650 members 
Entering Unmasked Estep 
Score: -25726748.000000 Penalty: 6105.146973
	Iteration 23Q: 3 clusters Score -2.572675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 196652 members 
Entering Unmasked Estep 
Score: -25726746.000000 Penalty: 6105.146973
	Iteration 24Q: 3 clusters Score -2.572675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 196655 members 
Entering Unmasked Estep 
Score: -25726770.000000 Penalty: 6105.146973
	Iteration 25Q: 3 clusters Score -2.572677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 196657 members 
Entering Unmasked Estep 
Score: -25726754.000000 Penalty: 6105.146973
	Iteration 26Q: 3 clusters Score -2.572675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 196658 members 
Entering Unmasked Estep 
Score: -25726766.000000 Penalty: 6105.146973
	Iteration 27Q: 3 clusters Score -2.572677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -25726762.000000 Penalty: 6105.146973
	Iteration 28Q: 3 clusters Score -2.572676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 196660 members 
Entering Unmasked Estep 
Score: -25726764.000000 Penalty: 6105.146973
	Iteration 29Q: 3 clusters Score -2.572676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 196660 members 
Entering Unmasked Estep 
Score: -25726764.000000 Penalty: 6105.146973
	Iteration 30F: 3 clusters Score -2.572676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 55743 members 
Mstep: Class 10 contains 40195 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Entering Unmasked Estep 
Score: -225512640.000000 Penalty: 89994.429688
Splitting cluster 8 changes total score from -225462752.000000 to -225512640.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (55743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55743 members 
Entering Unmasked Estep 
Score: -6494668.500000 Penalty: 2710.269775
	Iteration 0F: 2 clusters Score -6494668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -6457457.500000 Penalty: 5420.539551
	Iteration 0F: 3 clusters Score -6457458 nChanged 25596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -6471782.500000 Penalty: 5420.539551
	Iteration 1F: 3 clusters Score -6471782 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6472686.500000 Penalty: 5420.539551
	Iteration 2Q: 3 clusters Score -6472686 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -6474516.500000 Penalty: 5420.539551
	Iteration 3Q: 3 clusters Score -6474516 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6477145.500000 Penalty: 5420.539551
	Iteration 4F: 3 clusters Score -6477146 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -6479417.500000 Penalty: 5420.539551
	Iteration 5F: 3 clusters Score -6479418 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -6481412.500000 Penalty: 5420.539551
	Iteration 6F: 3 clusters Score -6481412 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -6483186.000000 Penalty: 5420.539551
	Iteration 7F: 3 clusters Score -6483186 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -6484888.500000 Penalty: 5420.539551
	Iteration 8F: 3 clusters Score -6484888 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -6486518.000000 Penalty: 5420.539551
	Iteration 9Q: 3 clusters Score -6486518 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -6487943.500000 Penalty: 5420.539551
	Iteration 10Q: 3 clusters Score -6487944 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -6489085.500000 Penalty: 5420.539551
	Iteration 11Q: 3 clusters Score -6489086 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -6490014.000000 Penalty: 5420.539551
	Iteration 12Q: 3 clusters Score -6490014 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -6490913.000000 Penalty: 5420.539551
	Iteration 13Q: 3 clusters Score -6490913 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -6491743.000000 Penalty: 5420.539551
	Iteration 14Q: 3 clusters Score -6491743 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -6492744.000000 Penalty: 5420.539551
	Iteration 15Q: 3 clusters Score -6492744 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -6493823.000000 Penalty: 5420.539551
	Iteration 16Q: 3 clusters Score -6493823 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -6494758.000000 Penalty: 5420.539551
	Iteration 17Q: 3 clusters Score -6494758 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -6495609.500000 Penalty: 5420.539551
	Iteration 18Q: 3 clusters Score -6495610 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -6496254.500000 Penalty: 5420.539551
	Iteration 19Q: 3 clusters Score -6496254 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -6496748.500000 Penalty: 5420.539551
	Iteration 20F: 3 clusters Score -6496748 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -6497147.000000 Penalty: 5420.539551
	Iteration 21Q: 3 clusters Score -6497147 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -6497462.000000 Penalty: 5420.539551
	Iteration 22Q: 3 clusters Score -6497462 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -6497675.500000 Penalty: 5420.539551
	Iteration 23Q: 3 clusters Score -6497676 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -6497870.000000 Penalty: 5420.539551
	Iteration 24Q: 3 clusters Score -6497870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -6497970.000000 Penalty: 5420.539551
	Iteration 25Q: 3 clusters Score -6497970 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -6498049.500000 Penalty: 5420.539551
	Iteration 26Q: 3 clusters Score -6498050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -6498148.500000 Penalty: 5420.539551
	Iteration 27Q: 3 clusters Score -6498148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -6498184.000000 Penalty: 5420.539551
	Iteration 28Q: 3 clusters Score -6498184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -6498210.000000 Penalty: 5420.539551
	Iteration 29Q: 3 clusters Score -6498210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6498234.500000 Penalty: 5420.539551
	Iteration 30Q: 3 clusters Score -6498234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6498243.500000 Penalty: 5420.539551
	Iteration 31Q: 3 clusters Score -6498244 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -6498255.000000 Penalty: 5420.539551
	Iteration 32Q: 3 clusters Score -6498255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6498260.500000 Penalty: 5420.539551
	Iteration 33Q: 3 clusters Score -6498260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6498268.500000 Penalty: 5420.539551
	Iteration 34Q: 3 clusters Score -6498268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -6498251.000000 Penalty: 5420.539551
	Iteration 35Q: 3 clusters Score -6498251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6498254.500000 Penalty: 5420.539551
	Iteration 36Q: 3 clusters Score -6498254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6498253.000000 Penalty: 5420.539551
	Iteration 37Q: 3 clusters Score -6498253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -6498254.000000 Penalty: 5420.539551
	Iteration 38Q: 3 clusters Score -6498254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -6498255.500000 Penalty: 5420.539551
	Iteration 39Q: 3 clusters Score -6498256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6498251.500000 Penalty: 5420.539551
	Iteration 40F: 3 clusters Score -6498252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6498259.000000 Penalty: 5420.539551
	Iteration 41Q: 3 clusters Score -6498259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6498263.000000 Penalty: 5420.539551
	Iteration 42Q: 3 clusters Score -6498263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6498253.500000 Penalty: 5420.539551
	Iteration 43Q: 3 clusters Score -6498254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6498258.500000 Penalty: 5420.539551
	Iteration 44Q: 3 clusters Score -6498258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6498263.000000 Penalty: 5420.539551
	Iteration 45Q: 3 clusters Score -6498263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -6498263.000000 Penalty: 5420.539551
	Iteration 46F: 3 clusters Score -6498263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 40195 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Entering Unmasked Estep 
Score: -225514816.000000 Penalty: 93594.210938
Splitting cluster 9 changes total score from -225462752.000000 to -225514816.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (40195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Entering Unmasked Estep 
Score: -4659189.500000 Penalty: 2629.171387
	Iteration 0F: 2 clusters Score -4659190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4631947.500000 Penalty: 5258.342773
	Iteration 0F: 3 clusters Score -4631948 nChanged 18333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4642246.500000 Penalty: 5258.342773
	Iteration 1F: 3 clusters Score -4642246 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -4643597.000000 Penalty: 5258.342773
	Iteration 2F: 3 clusters Score -4643597 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -4646098.500000 Penalty: 5258.342773
	Iteration 3F: 3 clusters Score -4646098 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -4650011.500000 Penalty: 5258.342773
	Iteration 4F: 3 clusters Score -4650012 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4653742.000000 Penalty: 5258.342773
	Iteration 5F: 3 clusters Score -4653742 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4655974.500000 Penalty: 5258.342773
	Iteration 6F: 3 clusters Score -4655974 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4657135.500000 Penalty: 5258.342773
	Iteration 7F: 3 clusters Score -4657136 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4657824.000000 Penalty: 5258.342773
	Iteration 8Q: 3 clusters Score -4657824 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4658285.000000 Penalty: 5258.342773
	Iteration 9Q: 3 clusters Score -4658285 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4658622.000000 Penalty: 5258.342773
	Iteration 10Q: 3 clusters Score -4658622 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -4658899.500000 Penalty: 5258.342773
	Iteration 11Q: 3 clusters Score -4658900 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -4659147.500000 Penalty: 5258.342773
	Iteration 12Q: 3 clusters Score -4659148 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -4659345.000000 Penalty: 5258.342773
	Iteration 13Q: 3 clusters Score -4659345 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -4659543.500000 Penalty: 5258.342773
	Iteration 14Q: 3 clusters Score -4659544 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4659693.500000 Penalty: 5258.342773
	Iteration 15Q: 3 clusters Score -4659694 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4659786.000000 Penalty: 5258.342773
	Iteration 16Q: 3 clusters Score -4659786 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -4659871.500000 Penalty: 5258.342773
	Iteration 17Q: 3 clusters Score -4659872 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4659960.000000 Penalty: 5258.342773
	Iteration 18Q: 3 clusters Score -4659960 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4660009.000000 Penalty: 5258.342773
	Iteration 19Q: 3 clusters Score -4660009 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -4660039.500000 Penalty: 5258.342773
	Iteration 20F: 3 clusters Score -4660040 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -4660071.500000 Penalty: 5258.342773
	Iteration 21Q: 3 clusters Score -4660072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -4660079.500000 Penalty: 5258.342773
	Iteration 22Q: 3 clusters Score -4660080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4660089.500000 Penalty: 5258.342773
	Iteration 23Q: 3 clusters Score -4660090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4660094.000000 Penalty: 5258.342773
	Iteration 24Q: 3 clusters Score -4660094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -4660091.500000 Penalty: 5258.342773
	Iteration 25Q: 3 clusters Score -4660092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -4660104.500000 Penalty: 5258.342773
	Iteration 26Q: 3 clusters Score -4660104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -4660106.500000 Penalty: 5258.342773
	Iteration 27Q: 3 clusters Score -4660106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4660101.000000 Penalty: 5258.342773
	Iteration 28Q: 3 clusters Score -4660101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4660098.000000 Penalty: 5258.342773
	Iteration 29Q: 3 clusters Score -4660098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -4660112.000000 Penalty: 5258.342773
	Iteration 30Q: 3 clusters Score -4660112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -4660112.500000 Penalty: 5258.342773
	Iteration 31Q: 3 clusters Score -4660112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4660115.500000 Penalty: 5258.342773
	Iteration 32Q: 3 clusters Score -4660116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -4660111.000000 Penalty: 5258.342773
	Iteration 33Q: 3 clusters Score -4660111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4660114.500000 Penalty: 5258.342773
	Iteration 34Q: 3 clusters Score -4660114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4660118.000000 Penalty: 5258.342773
	Iteration 35Q: 3 clusters Score -4660118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4660124.000000 Penalty: 5258.342773
	Iteration 36Q: 3 clusters Score -4660124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -4660129.500000 Penalty: 5258.342773
	Iteration 37Q: 3 clusters Score -4660130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4660128.500000 Penalty: 5258.342773
	Iteration 38Q: 3 clusters Score -4660128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4660143.000000 Penalty: 5258.342773
	Iteration 39Q: 3 clusters Score -4660143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4660146.000000 Penalty: 5258.342773
	Iteration 40F: 3 clusters Score -4660146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -4660143.000000 Penalty: 5258.342773
	Iteration 41Q: 3 clusters Score -4660143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -4660137.000000 Penalty: 5258.342773
	Iteration 42Q: 3 clusters Score -4660137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4660142.500000 Penalty: 5258.342773
	Iteration 43Q: 3 clusters Score -4660142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4660138.000000 Penalty: 5258.342773
	Iteration 44Q: 3 clusters Score -4660138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4660141.000000 Penalty: 5258.342773
	Iteration 45Q: 3 clusters Score -4660141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -4660142.000000 Penalty: 5258.342773
	Iteration 46Q: 3 clusters Score -4660142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -4660146.000000 Penalty: 5258.342773
	Iteration 47Q: 3 clusters Score -4660146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4660146.500000 Penalty: 5258.342773
	Iteration 48Q: 3 clusters Score -4660146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -4660142.500000 Penalty: 5258.342773
	Iteration 49Q: 3 clusters Score -4660142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -4660151.500000 Penalty: 5258.342773
	Iteration 50Q: 3 clusters Score -4660152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -4660153.500000 Penalty: 5258.342773
	Iteration 51Q: 3 clusters Score -4660154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -4660153.000000 Penalty: 5258.342773
	Iteration 52Q: 3 clusters Score -4660153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4660152.000000 Penalty: 5258.342773
	Iteration 53Q: 3 clusters Score -4660152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4660146.000000 Penalty: 5258.342773
	Iteration 54Q: 3 clusters Score -4660146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -4660145.500000 Penalty: 5258.342773
	Iteration 55Q: 3 clusters Score -4660146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4660146.000000 Penalty: 5258.342773
	Iteration 56Q: 3 clusters Score -4660146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -4660150.500000 Penalty: 5258.342773
	Iteration 57Q: 3 clusters Score -4660150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4660148.500000 Penalty: 5258.342773
	Iteration 58Q: 3 clusters Score -4660148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4660148.500000 Penalty: 5258.342773
	Iteration 59Q: 3 clusters Score -4660148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4660148.500000 Penalty: 5258.342773
	Iteration 60F: 3 clusters Score -4660148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 11093 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Entering Unmasked Estep 
Score: -225519792.000000 Penalty: 97193.984375
Splitting cluster 10 changes total score from -225462752.000000 to -225519792.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (11093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Entering Unmasked Estep 
Score: -1205735.750000 Penalty: 2309.889404
	Iteration 0F: 2 clusters Score -1205736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1197515.750000 Penalty: 4619.778809
	Iteration 0F: 3 clusters Score -1197516 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1200621.375000 Penalty: 4619.778809
	Iteration 1F: 3 clusters Score -1200621 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1202914.375000 Penalty: 4619.778809
	Iteration 2F: 3 clusters Score -1202914 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1206129.625000 Penalty: 4619.778809
	Iteration 3F: 3 clusters Score -1206130 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1208596.125000 Penalty: 4619.778809
	Iteration 4F: 3 clusters Score -1208596 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1210089.500000 Penalty: 4619.778809
	Iteration 5F: 3 clusters Score -1210090 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1210746.375000 Penalty: 4619.778809
	Iteration 6Q: 3 clusters Score -1210746 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1211052.250000 Penalty: 4619.778809
	Iteration 7Q: 3 clusters Score -1211052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1211249.500000 Penalty: 4619.778809
	Iteration 8Q: 3 clusters Score -1211250 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1211405.375000 Penalty: 4619.778809
	Iteration 9Q: 3 clusters Score -1211405 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1211512.750000 Penalty: 4619.778809
	Iteration 10Q: 3 clusters Score -1211513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1211565.375000 Penalty: 4619.778809
	Iteration 11Q: 3 clusters Score -1211565 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1211597.250000 Penalty: 4619.778809
	Iteration 12Q: 3 clusters Score -1211597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1211613.750000 Penalty: 4619.778809
	Iteration 13Q: 3 clusters Score -1211614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1211621.000000 Penalty: 4619.778809
	Iteration 14Q: 3 clusters Score -1211621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1211626.500000 Penalty: 4619.778809
	Iteration 15Q: 3 clusters Score -1211626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1211624.875000 Penalty: 4619.778809
	Iteration 16Q: 3 clusters Score -1211625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1211624.750000 Penalty: 4619.778809
	Iteration 17Q: 3 clusters Score -1211625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1211626.875000 Penalty: 4619.778809
	Iteration 18Q: 3 clusters Score -1211627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1211626.875000 Penalty: 4619.778809
	Iteration 19F: 3 clusters Score -1211627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 222582 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Entering Unmasked Estep 
Score: -225524400.000000 Penalty: 100793.765625
Splitting cluster 11 changes total score from -225462752.000000 to -225524400.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (9682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Entering Unmasked Estep 
Score: -1097060.375000 Penalty: 2276.149902
	Iteration 0F: 2 clusters Score -1097060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1089665.250000 Penalty: 4552.299805
	Iteration 0F: 3 clusters Score -1089665 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1091823.875000 Penalty: 4552.299805
	Iteration 1F: 3 clusters Score -1091824 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1092175.375000 Penalty: 4552.299805
	Iteration 2F: 3 clusters Score -1092175 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1092451.375000 Penalty: 4552.299805
	Iteration 3F: 3 clusters Score -1092451 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1092682.875000 Penalty: 4552.299805
	Iteration 4Q: 3 clusters Score -1092683 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1092923.750000 Penalty: 4552.299805
	Iteration 5Q: 3 clusters Score -1092924 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1093141.875000 Penalty: 4552.299805
	Iteration 6Q: 3 clusters Score -1093142 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1093360.500000 Penalty: 4552.299805
	Iteration 7Q: 3 clusters Score -1093360 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1093555.000000 Penalty: 4552.299805
	Iteration 8Q: 3 clusters Score -1093555 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1093733.250000 Penalty: 4552.299805
	Iteration 9Q: 3 clusters Score -1093733 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1093879.750000 Penalty: 4552.299805
	Iteration 10Q: 3 clusters Score -1093880 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1094013.375000 Penalty: 4552.299805
	Iteration 11Q: 3 clusters Score -1094013 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1094113.000000 Penalty: 4552.299805
	Iteration 12Q: 3 clusters Score -1094113 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1094199.250000 Penalty: 4552.299805
	Iteration 13Q: 3 clusters Score -1094199 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1094265.375000 Penalty: 4552.299805
	Iteration 14Q: 3 clusters Score -1094265 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1094325.875000 Penalty: 4552.299805
	Iteration 15Q: 3 clusters Score -1094326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1094377.250000 Penalty: 4552.299805
	Iteration 16Q: 3 clusters Score -1094377 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1094423.000000 Penalty: 4552.299805
	Iteration 17Q: 3 clusters Score -1094423 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1094448.875000 Penalty: 4552.299805
	Iteration 18Q: 3 clusters Score -1094449 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1094479.000000 Penalty: 4552.299805
	Iteration 19Q: 3 clusters Score -1094479 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1094507.375000 Penalty: 4552.299805
	Iteration 20F: 3 clusters Score -1094507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1094527.125000 Penalty: 4552.299805
	Iteration 21Q: 3 clusters Score -1094527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1094551.625000 Penalty: 4552.299805
	Iteration 22Q: 3 clusters Score -1094552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1094577.375000 Penalty: 4552.299805
	Iteration 23Q: 3 clusters Score -1094577 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1094594.125000 Penalty: 4552.299805
	Iteration 24Q: 3 clusters Score -1094594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1094620.250000 Penalty: 4552.299805
	Iteration 25Q: 3 clusters Score -1094620 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1094641.500000 Penalty: 4552.299805
	Iteration 26Q: 3 clusters Score -1094642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1094661.375000 Penalty: 4552.299805
	Iteration 27Q: 3 clusters Score -1094661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1094680.375000 Penalty: 4552.299805
	Iteration 28Q: 3 clusters Score -1094680 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1094704.250000 Penalty: 4552.299805
	Iteration 29Q: 3 clusters Score -1094704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1094726.500000 Penalty: 4552.299805
	Iteration 30Q: 3 clusters Score -1094726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1094750.625000 Penalty: 4552.299805
	Iteration 31Q: 3 clusters Score -1094751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1094779.625000 Penalty: 4552.299805
	Iteration 32Q: 3 clusters Score -1094780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1094803.250000 Penalty: 4552.299805
	Iteration 33Q: 3 clusters Score -1094803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1094824.250000 Penalty: 4552.299805
	Iteration 34Q: 3 clusters Score -1094824 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1094848.875000 Penalty: 4552.299805
	Iteration 35Q: 3 clusters Score -1094849 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1094876.125000 Penalty: 4552.299805
	Iteration 36Q: 3 clusters Score -1094876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1094889.000000 Penalty: 4552.299805
	Iteration 37Q: 3 clusters Score -1094889 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1094901.375000 Penalty: 4552.299805
	Iteration 38Q: 3 clusters Score -1094901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1094918.500000 Penalty: 4552.299805
	Iteration 39Q: 3 clusters Score -1094918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1094932.000000 Penalty: 4552.299805
	Iteration 40F: 3 clusters Score -1094932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1094940.750000 Penalty: 4552.299805
	Iteration 41Q: 3 clusters Score -1094941 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1094959.500000 Penalty: 4552.299805
	Iteration 42Q: 3 clusters Score -1094960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1094972.375000 Penalty: 4552.299805
	Iteration 43Q: 3 clusters Score -1094972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1094977.250000 Penalty: 4552.299805
	Iteration 44Q: 3 clusters Score -1094977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1094987.500000 Penalty: 4552.299805
	Iteration 45Q: 3 clusters Score -1094988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1094994.500000 Penalty: 4552.299805
	Iteration 46Q: 3 clusters Score -1094994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1095001.000000 Penalty: 4552.299805
	Iteration 47Q: 3 clusters Score -1095001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1095005.125000 Penalty: 4552.299805
	Iteration 48Q: 3 clusters Score -1095005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1095010.875000 Penalty: 4552.299805
	Iteration 49Q: 3 clusters Score -1095011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1095013.875000 Penalty: 4552.299805
	Iteration 50Q: 3 clusters Score -1095014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1095018.125000 Penalty: 4552.299805
	Iteration 51Q: 3 clusters Score -1095018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1095024.000000 Penalty: 4552.299805
	Iteration 52Q: 3 clusters Score -1095024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1095030.875000 Penalty: 4552.299805
	Iteration 53Q: 3 clusters Score -1095031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1095036.000000 Penalty: 4552.299805
	Iteration 54Q: 3 clusters Score -1095036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1095039.625000 Penalty: 4552.299805
	Iteration 55Q: 3 clusters Score -1095040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1095046.375000 Penalty: 4552.299805
	Iteration 56Q: 3 clusters Score -1095046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1095052.625000 Penalty: 4552.299805
	Iteration 57Q: 3 clusters Score -1095053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1095054.125000 Penalty: 4552.299805
	Iteration 58Q: 3 clusters Score -1095054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1095056.500000 Penalty: 4552.299805
	Iteration 59Q: 3 clusters Score -1095056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1095060.625000 Penalty: 4552.299805
	Iteration 60F: 3 clusters Score -1095061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1095061.375000 Penalty: 4552.299805
	Iteration 61Q: 3 clusters Score -1095061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1095064.000000 Penalty: 4552.299805
	Iteration 62Q: 3 clusters Score -1095064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1095070.375000 Penalty: 4552.299805
	Iteration 63Q: 3 clusters Score -1095070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1095075.500000 Penalty: 4552.299805
	Iteration 64Q: 3 clusters Score -1095076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1095084.625000 Penalty: 4552.299805
	Iteration 65Q: 3 clusters Score -1095085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1095089.125000 Penalty: 4552.299805
	Iteration 66Q: 3 clusters Score -1095089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1095095.250000 Penalty: 4552.299805
	Iteration 67Q: 3 clusters Score -1095095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1095099.625000 Penalty: 4552.299805
	Iteration 68Q: 3 clusters Score -1095100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1095105.125000 Penalty: 4552.299805
	Iteration 69Q: 3 clusters Score -1095105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1095111.000000 Penalty: 4552.299805
	Iteration 70Q: 3 clusters Score -1095111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1095120.125000 Penalty: 4552.299805
	Iteration 71Q: 3 clusters Score -1095120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1095127.500000 Penalty: 4552.299805
	Iteration 72Q: 3 clusters Score -1095128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1095134.875000 Penalty: 4552.299805
	Iteration 73Q: 3 clusters Score -1095135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1095141.500000 Penalty: 4552.299805
	Iteration 74Q: 3 clusters Score -1095142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1095146.375000 Penalty: 4552.299805
	Iteration 75Q: 3 clusters Score -1095146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1095149.625000 Penalty: 4552.299805
	Iteration 76Q: 3 clusters Score -1095150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1095157.375000 Penalty: 4552.299805
	Iteration 77Q: 3 clusters Score -1095157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1095160.875000 Penalty: 4552.299805
	Iteration 78Q: 3 clusters Score -1095161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1095167.875000 Penalty: 4552.299805
	Iteration 79Q: 3 clusters Score -1095168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1095171.500000 Penalty: 4552.299805
	Iteration 80F: 3 clusters Score -1095172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1095179.625000 Penalty: 4552.299805
	Iteration 81Q: 3 clusters Score -1095180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1095186.500000 Penalty: 4552.299805
	Iteration 82Q: 3 clusters Score -1095186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1095190.750000 Penalty: 4552.299805
	Iteration 83Q: 3 clusters Score -1095191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1095192.000000 Penalty: 4552.299805
	Iteration 84Q: 3 clusters Score -1095192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1095197.125000 Penalty: 4552.299805
	Iteration 85Q: 3 clusters Score -1095197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1095202.000000 Penalty: 4552.299805
	Iteration 86Q: 3 clusters Score -1095202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1095206.375000 Penalty: 4552.299805
	Iteration 87Q: 3 clusters Score -1095206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1095206.625000 Penalty: 4552.299805
	Iteration 88Q: 3 clusters Score -1095207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1095207.625000 Penalty: 4552.299805
	Iteration 89Q: 3 clusters Score -1095208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1095211.750000 Penalty: 4552.299805
	Iteration 90Q: 3 clusters Score -1095212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1095212.125000 Penalty: 4552.299805
	Iteration 91Q: 3 clusters Score -1095212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1095213.625000 Penalty: 4552.299805
	Iteration 92Q: 3 clusters Score -1095214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1095212.125000 Penalty: 4552.299805
	Iteration 93Q: 3 clusters Score -1095212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1095212.875000 Penalty: 4552.299805
	Iteration 94Q: 3 clusters Score -1095213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1095215.625000 Penalty: 4552.299805
	Iteration 95Q: 3 clusters Score -1095216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1095219.875000 Penalty: 4552.299805
	Iteration 96Q: 3 clusters Score -1095220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1095220.375000 Penalty: 4552.299805
	Iteration 97Q: 3 clusters Score -1095220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1095221.000000 Penalty: 4552.299805
	Iteration 98Q: 3 clusters Score -1095221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1095221.500000 Penalty: 4552.299805
	Iteration 99Q: 3 clusters Score -1095222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1095221.375000 Penalty: 4552.299805
	Iteration 100F: 3 clusters Score -1095221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1095221.875000 Penalty: 4552.299805
	Iteration 101Q: 3 clusters Score -1095222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1095221.875000 Penalty: 4552.299805
	Iteration 102F: 3 clusters Score -1095222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (204770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204770 members 
Entering Unmasked Estep 
Score: -23689822.000000 Penalty: 3032.951416
	Iteration 0F: 2 clusters Score -2.368982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 102032 members 
Entering Unmasked Estep 
Score: -23557326.000000 Penalty: 6065.902832
	Iteration 0F: 3 clusters Score -2.355733e+07 nChanged 98553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111177 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -23616994.000000 Penalty: 6065.902832
	Iteration 1F: 3 clusters Score -2.361699e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116508 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -23622204.000000 Penalty: 6065.902832
	Iteration 2Q: 3 clusters Score -2.36222e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123678 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -23630428.000000 Penalty: 6065.902832
	Iteration 3F: 3 clusters Score -2.363043e+07 nChanged 14230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131710 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -23640590.000000 Penalty: 6065.902832
	Iteration 4F: 3 clusters Score -2.364059e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139603 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -23649618.000000 Penalty: 6065.902832
	Iteration 5F: 3 clusters Score -2.364962e+07 nChanged 12842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147239 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -23656958.000000 Penalty: 6065.902832
	Iteration 6F: 3 clusters Score -2.365696e+07 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154959 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -23662554.000000 Penalty: 6065.902832
	Iteration 7F: 3 clusters Score -2.366255e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -23667556.000000 Penalty: 6065.902832
	Iteration 8Q: 3 clusters Score -2.366756e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171539 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -23672252.000000 Penalty: 6065.902832
	Iteration 9Q: 3 clusters Score -2.367225e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179739 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -23676320.000000 Penalty: 6065.902832
	Iteration 10Q: 3 clusters Score -2.367632e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186966 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -23680064.000000 Penalty: 6065.902832
	Iteration 11Q: 3 clusters Score -2.368006e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192822 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -23682806.000000 Penalty: 6065.902832
	Iteration 12Q: 3 clusters Score -2.368281e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196994 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -23684484.000000 Penalty: 6065.902832
	Iteration 13Q: 3 clusters Score -2.368448e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199764 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -23685838.000000 Penalty: 6065.902832
	Iteration 14Q: 3 clusters Score -2.368584e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201421 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -23686616.000000 Penalty: 6065.902832
	Iteration 15Q: 3 clusters Score -2.368662e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202345 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -23686898.000000 Penalty: 6065.902832
	Iteration 16Q: 3 clusters Score -2.36869e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202887 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23687092.000000 Penalty: 6065.902832
	Iteration 17Q: 3 clusters Score -2.368709e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203214 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23687256.000000 Penalty: 6065.902832
	Iteration 18Q: 3 clusters Score -2.368726e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203416 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -23687352.000000 Penalty: 6065.902832
	Iteration 19Q: 3 clusters Score -2.368735e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203552 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -23687398.000000 Penalty: 6065.902832
	Iteration 20F: 3 clusters Score -2.36874e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203637 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -23687478.000000 Penalty: 6065.902832
	Iteration 21Q: 3 clusters Score -2.368748e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203704 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -23687478.000000 Penalty: 6065.902832
	Iteration 22Q: 3 clusters Score -2.368748e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203761 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -23687504.000000 Penalty: 6065.902832
	Iteration 23Q: 3 clusters Score -2.36875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203798 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -23687504.000000 Penalty: 6065.902832
	Iteration 24Q: 3 clusters Score -2.36875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203822 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23687512.000000 Penalty: 6065.902832
	Iteration 25Q: 3 clusters Score -2.368751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203844 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -23687518.000000 Penalty: 6065.902832
	Iteration 26Q: 3 clusters Score -2.368752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203864 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -23687516.000000 Penalty: 6065.902832
	Iteration 27Q: 3 clusters Score -2.368752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203881 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23687520.000000 Penalty: 6065.902832
	Iteration 28Q: 3 clusters Score -2.368752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203895 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -23687540.000000 Penalty: 6065.902832
	Iteration 29Q: 3 clusters Score -2.368754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203909 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23687548.000000 Penalty: 6065.902832
	Iteration 30Q: 3 clusters Score -2.368755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203918 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23687554.000000 Penalty: 6065.902832
	Iteration 31Q: 3 clusters Score -2.368755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203923 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23687552.000000 Penalty: 6065.902832
	Iteration 32Q: 3 clusters Score -2.368755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203926 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23687560.000000 Penalty: 6065.902832
	Iteration 33Q: 3 clusters Score -2.368756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203926 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23687560.000000 Penalty: 6065.902832
	Iteration 34F: 3 clusters Score -2.368756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (222582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222582 members 
Entering Unmasked Estep 
Score: -25994600.000000 Penalty: 3053.636719
	Iteration 0F: 2 clusters Score -2.59946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -25864140.000000 Penalty: 6107.273438
	Iteration 0F: 3 clusters Score -2.586414e+07 nChanged 107009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109365 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -25927788.000000 Penalty: 6107.273438
	Iteration 1F: 3 clusters Score -2.592779e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -25930702.000000 Penalty: 6107.273438
	Iteration 2Q: 3 clusters Score -2.59307e+07 nChanged 10805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104033 members 
Mstep: Class 2 contains 118549 members 
Entering Unmasked Estep 
Score: -25936276.000000 Penalty: 6107.273438
	Iteration 3Q: 3 clusters Score -2.593628e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98871 members 
Mstep: Class 2 contains 123711 members 
Entering Unmasked Estep 
Score: -25944240.000000 Penalty: 6107.273438
	Iteration 4F: 3 clusters Score -2.594424e+07 nChanged 16196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 129815 members 
Entering Unmasked Estep 
Score: -25954506.000000 Penalty: 6107.273438
	Iteration 5F: 3 clusters Score -2.595451e+07 nChanged 16274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 135701 members 
Entering Unmasked Estep 
Score: -25964358.000000 Penalty: 6107.273438
	Iteration 6F: 3 clusters Score -2.596436e+07 nChanged 13937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 140470 members 
Entering Unmasked Estep 
Score: -25971402.000000 Penalty: 6107.273438
	Iteration 7F: 3 clusters Score -2.59714e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 144455 members 
Entering Unmasked Estep 
Score: -25976080.000000 Penalty: 6107.273438
	Iteration 8Q: 3 clusters Score -2.597608e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74105 members 
Mstep: Class 2 contains 148477 members 
Entering Unmasked Estep 
Score: -25978868.000000 Penalty: 6107.273438
	Iteration 9Q: 3 clusters Score -2.597887e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 153032 members 
Entering Unmasked Estep 
Score: -25981372.000000 Penalty: 6107.273438
	Iteration 10Q: 3 clusters Score -2.598137e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -25983072.000000 Penalty: 6107.273438
	Iteration 11Q: 3 clusters Score -2.598307e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -25984636.000000 Penalty: 6107.273438
	Iteration 12Q: 3 clusters Score -2.598464e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -25985882.000000 Penalty: 6107.273438
	Iteration 13Q: 3 clusters Score -2.598588e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 176213 members 
Entering Unmasked Estep 
Score: -25987048.000000 Penalty: 6107.273438
	Iteration 14Q: 3 clusters Score -2.598705e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 182199 members 
Entering Unmasked Estep 
Score: -25988328.000000 Penalty: 6107.273438
	Iteration 15Q: 3 clusters Score -2.598833e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 187687 members 
Entering Unmasked Estep 
Score: -25989554.000000 Penalty: 6107.273438
	Iteration 16Q: 3 clusters Score -2.598955e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 192433 members 
Entering Unmasked Estep 
Score: -25990652.000000 Penalty: 6107.273438
	Iteration 17Q: 3 clusters Score -2.599065e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 196557 members 
Entering Unmasked Estep 
Score: -25991534.000000 Penalty: 6107.273438
	Iteration 18Q: 3 clusters Score -2.599153e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 200027 members 
Entering Unmasked Estep 
Score: -25992166.000000 Penalty: 6107.273438
	Iteration 19Q: 3 clusters Score -2.599217e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 202950 members 
Entering Unmasked Estep 
Score: -25992616.000000 Penalty: 6107.273438
	Iteration 20F: 3 clusters Score -2.599262e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 205415 members 
Entering Unmasked Estep 
Score: -25993030.000000 Penalty: 6107.273438
	Iteration 21Q: 3 clusters Score -2.599303e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 207477 members 
Entering Unmasked Estep 
Score: -25993078.000000 Penalty: 6107.273438
	Iteration 22Q: 3 clusters Score -2.599308e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 209185 members 
Entering Unmasked Estep 
Score: -25993196.000000 Penalty: 6107.273438
	Iteration 23Q: 3 clusters Score -2.59932e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 210574 members 
Entering Unmasked Estep 
Score: -25993512.000000 Penalty: 6107.273438
	Iteration 24Q: 3 clusters Score -2.599351e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 211684 members 
Entering Unmasked Estep 
Score: -25993688.000000 Penalty: 6107.273438
	Iteration 25Q: 3 clusters Score -2.599369e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 212577 members 
Entering Unmasked Estep 
Score: -25993962.000000 Penalty: 6107.273438
	Iteration 26Q: 3 clusters Score -2.599396e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 213311 members 
Entering Unmasked Estep 
Score: -25994150.000000 Penalty: 6107.273438
	Iteration 27Q: 3 clusters Score -2.599415e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 213874 members 
Entering Unmasked Estep 
Score: -25994356.000000 Penalty: 6107.273438
	Iteration 28Q: 3 clusters Score -2.599436e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 214294 members 
Entering Unmasked Estep 
Score: -25994678.000000 Penalty: 6107.273438
	Iteration 29Q: 3 clusters Score -2.599468e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 214659 members 
Entering Unmasked Estep 
Score: -25995046.000000 Penalty: 6107.273438
	Iteration 30Q: 3 clusters Score -2.599505e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 214917 members 
Entering Unmasked Estep 
Score: -25995524.000000 Penalty: 6107.273438
	Iteration 31Q: 3 clusters Score -2.599552e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 215129 members 
Entering Unmasked Estep 
Score: -25996048.000000 Penalty: 6107.273438
	Iteration 32Q: 3 clusters Score -2.599605e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 215255 members 
Entering Unmasked Estep 
Score: -25996814.000000 Penalty: 6107.273438
	Iteration 33Q: 3 clusters Score -2.599681e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 215278 members 
Entering Unmasked Estep 
Score: -25997360.000000 Penalty: 6107.273438
	Iteration 34Q: 3 clusters Score -2.599736e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 215255 members 
Entering Unmasked Estep 
Score: -25997658.000000 Penalty: 6107.273438
	Iteration 35Q: 3 clusters Score -2.599766e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 215186 members 
Entering Unmasked Estep 
Score: -25997750.000000 Penalty: 6107.273438
	Iteration 36Q: 3 clusters Score -2.599775e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 215072 members 
Entering Unmasked Estep 
Score: -25997830.000000 Penalty: 6107.273438
	Iteration 37Q: 3 clusters Score -2.599783e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 214973 members 
Entering Unmasked Estep 
Score: -25997878.000000 Penalty: 6107.273438
	Iteration 38Q: 3 clusters Score -2.599788e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 214878 members 
Entering Unmasked Estep 
Score: -25997928.000000 Penalty: 6107.273438
	Iteration 39Q: 3 clusters Score -2.599793e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 214802 members 
Entering Unmasked Estep 
Score: -25997950.000000 Penalty: 6107.273438
	Iteration 40F: 3 clusters Score -2.599795e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 214736 members 
Entering Unmasked Estep 
Score: -25998070.000000 Penalty: 6107.273438
	Iteration 41Q: 3 clusters Score -2.599807e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 214689 members 
Entering Unmasked Estep 
Score: -25998066.000000 Penalty: 6107.273438
	Iteration 42Q: 3 clusters Score -2.599807e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 214651 members 
Entering Unmasked Estep 
Score: -25998058.000000 Penalty: 6107.273438
	Iteration 43Q: 3 clusters Score -2.599806e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 214624 members 
Entering Unmasked Estep 
Score: -25998076.000000 Penalty: 6107.273438
	Iteration 44Q: 3 clusters Score -2.599808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 214602 members 
Entering Unmasked Estep 
Score: -25998102.000000 Penalty: 6107.273438
	Iteration 45Q: 3 clusters Score -2.59981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 214580 members 
Entering Unmasked Estep 
Score: -25998100.000000 Penalty: 6107.273438
	Iteration 46Q: 3 clusters Score -2.59981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 214568 members 
Entering Unmasked Estep 
Score: -25998098.000000 Penalty: 6107.273438
	Iteration 47Q: 3 clusters Score -2.59981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 214552 members 
Entering Unmasked Estep 
Score: -25998088.000000 Penalty: 6107.273438
	Iteration 48Q: 3 clusters Score -2.599809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 214531 members 
Entering Unmasked Estep 
Score: -25998100.000000 Penalty: 6107.273438
	Iteration 49Q: 3 clusters Score -2.59981e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 214514 members 
Entering Unmasked Estep 
Score: -25998100.000000 Penalty: 6107.273438
	Iteration 50Q: 3 clusters Score -2.59981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 214496 members 
Entering Unmasked Estep 
Score: -25998114.000000 Penalty: 6107.273438
	Iteration 51Q: 3 clusters Score -2.599811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 214486 members 
Entering Unmasked Estep 
Score: -25998110.000000 Penalty: 6107.273438
	Iteration 52Q: 3 clusters Score -2.599811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 214478 members 
Entering Unmasked Estep 
Score: -25998122.000000 Penalty: 6107.273438
	Iteration 53Q: 3 clusters Score -2.599812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 214475 members 
Entering Unmasked Estep 
Score: -25998106.000000 Penalty: 6107.273438
	Iteration 54Q: 3 clusters Score -2.599811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 214471 members 
Entering Unmasked Estep 
Score: -25998104.000000 Penalty: 6107.273438
	Iteration 55Q: 3 clusters Score -2.59981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 214469 members 
Entering Unmasked Estep 
Score: -25998116.000000 Penalty: 6107.273438
	Iteration 56Q: 3 clusters Score -2.599812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 214469 members 
Entering Unmasked Estep 
Score: -25998116.000000 Penalty: 6107.273438
	Iteration 57F: 3 clusters Score -2.599812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 30080 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 214469 members 
Entering Unmasked Estep 
Score: -225530160.000000 Penalty: 104393.539062
Splitting cluster 14 changes total score from -225462752.000000 to -225530160.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (30080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Entering Unmasked Estep 
Score: -3382985.000000 Penalty: 2557.280762
	Iteration 0F: 2 clusters Score -3382985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -3362453.500000 Penalty: 5114.561523
	Iteration 0F: 3 clusters Score -3362454 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3370093.500000 Penalty: 5114.561523
	Iteration 1F: 3 clusters Score -3370094 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3370807.750000 Penalty: 5114.561523
	Iteration 2F: 3 clusters Score -3370808 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3371686.000000 Penalty: 5114.561523
	Iteration 3F: 3 clusters Score -3371686 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3372935.250000 Penalty: 5114.561523
	Iteration 4F: 3 clusters Score -3372935 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3374653.000000 Penalty: 5114.561523
	Iteration 5F: 3 clusters Score -3374653 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3376731.000000 Penalty: 5114.561523
	Iteration 6F: 3 clusters Score -3376731 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -3378734.500000 Penalty: 5114.561523
	Iteration 7F: 3 clusters Score -3378734 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3380125.250000 Penalty: 5114.561523
	Iteration 8F: 3 clusters Score -3380125 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3381009.250000 Penalty: 5114.561523
	Iteration 9F: 3 clusters Score -3381009 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3381486.750000 Penalty: 5114.561523
	Iteration 10Q: 3 clusters Score -3381487 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3381735.250000 Penalty: 5114.561523
	Iteration 11Q: 3 clusters Score -3381735 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3381927.250000 Penalty: 5114.561523
	Iteration 12Q: 3 clusters Score -3381927 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3382049.000000 Penalty: 5114.561523
	Iteration 13Q: 3 clusters Score -3382049 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3382118.500000 Penalty: 5114.561523
	Iteration 14Q: 3 clusters Score -3382118 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -3382192.750000 Penalty: 5114.561523
	Iteration 15Q: 3 clusters Score -3382193 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3382236.500000 Penalty: 5114.561523
	Iteration 16Q: 3 clusters Score -3382236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3382235.000000 Penalty: 5114.561523
	Iteration 17Q: 3 clusters Score -3382235 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3382239.750000 Penalty: 5114.561523
	Iteration 18Q: 3 clusters Score -3382240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -3382255.750000 Penalty: 5114.561523
	Iteration 19Q: 3 clusters Score -3382256 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3382283.000000 Penalty: 5114.561523
	Iteration 20F: 3 clusters Score -3382283 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3382289.250000 Penalty: 5114.561523
	Iteration 21Q: 3 clusters Score -3382289 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3382305.750000 Penalty: 5114.561523
	Iteration 22Q: 3 clusters Score -3382306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3382331.750000 Penalty: 5114.561523
	Iteration 23Q: 3 clusters Score -3382332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3382332.000000 Penalty: 5114.561523
	Iteration 24Q: 3 clusters Score -3382332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3382338.000000 Penalty: 5114.561523
	Iteration 25Q: 3 clusters Score -3382338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3382350.250000 Penalty: 5114.561523
	Iteration 26Q: 3 clusters Score -3382350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -3382369.250000 Penalty: 5114.561523
	Iteration 27Q: 3 clusters Score -3382369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3382379.000000 Penalty: 5114.561523
	Iteration 28Q: 3 clusters Score -3382379 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3382400.250000 Penalty: 5114.561523
	Iteration 29Q: 3 clusters Score -3382400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3382403.250000 Penalty: 5114.561523
	Iteration 30Q: 3 clusters Score -3382403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3382403.750000 Penalty: 5114.561523
	Iteration 31Q: 3 clusters Score -3382404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3382412.250000 Penalty: 5114.561523
	Iteration 32Q: 3 clusters Score -3382412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3382428.750000 Penalty: 5114.561523
	Iteration 33Q: 3 clusters Score -3382429 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3382451.500000 Penalty: 5114.561523
	Iteration 34Q: 3 clusters Score -3382452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -3382472.750000 Penalty: 5114.561523
	Iteration 35Q: 3 clusters Score -3382473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3382507.500000 Penalty: 5114.561523
	Iteration 36Q: 3 clusters Score -3382508 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3382530.500000 Penalty: 5114.561523
	Iteration 37Q: 3 clusters Score -3382530 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -3382553.000000 Penalty: 5114.561523
	Iteration 38Q: 3 clusters Score -3382553 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3382582.750000 Penalty: 5114.561523
	Iteration 39Q: 3 clusters Score -3382583 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3382625.250000 Penalty: 5114.561523
	Iteration 40F: 3 clusters Score -3382625 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3382650.750000 Penalty: 5114.561523
	Iteration 41Q: 3 clusters Score -3382651 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3382681.500000 Penalty: 5114.561523
	Iteration 42Q: 3 clusters Score -3382682 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3382709.250000 Penalty: 5114.561523
	Iteration 43Q: 3 clusters Score -3382709 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3382759.500000 Penalty: 5114.561523
	Iteration 44Q: 3 clusters Score -3382760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3382784.750000 Penalty: 5114.561523
	Iteration 45Q: 3 clusters Score -3382785 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3382835.250000 Penalty: 5114.561523
	Iteration 46Q: 3 clusters Score -3382835 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3382886.250000 Penalty: 5114.561523
	Iteration 47Q: 3 clusters Score -3382886 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3382943.000000 Penalty: 5114.561523
	Iteration 48Q: 3 clusters Score -3382943 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3383033.250000 Penalty: 5114.561523
	Iteration 49Q: 3 clusters Score -3383033 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3383136.750000 Penalty: 5114.561523
	Iteration 50Q: 3 clusters Score -3383137 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3383249.250000 Penalty: 5114.561523
	Iteration 51Q: 3 clusters Score -3383249 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3383352.250000 Penalty: 5114.561523
	Iteration 52Q: 3 clusters Score -3383352 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -3383457.750000 Penalty: 5114.561523
	Iteration 53Q: 3 clusters Score -3383458 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3383593.000000 Penalty: 5114.561523
	Iteration 54Q: 3 clusters Score -3383593 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3383724.000000 Penalty: 5114.561523
	Iteration 55Q: 3 clusters Score -3383724 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3383827.750000 Penalty: 5114.561523
	Iteration 56Q: 3 clusters Score -3383828 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3383937.500000 Penalty: 5114.561523
	Iteration 57Q: 3 clusters Score -3383938 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3383999.250000 Penalty: 5114.561523
	Iteration 58Q: 3 clusters Score -3383999 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3384058.250000 Penalty: 5114.561523
	Iteration 59Q: 3 clusters Score -3384058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3384094.500000 Penalty: 5114.561523
	Iteration 60F: 3 clusters Score -3384094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3384143.000000 Penalty: 5114.561523
	Iteration 61Q: 3 clusters Score -3384143 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3384173.250000 Penalty: 5114.561523
	Iteration 62Q: 3 clusters Score -3384173 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3384219.250000 Penalty: 5114.561523
	Iteration 63Q: 3 clusters Score -3384219 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3384239.750000 Penalty: 5114.561523
	Iteration 64Q: 3 clusters Score -3384240 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3384257.750000 Penalty: 5114.561523
	Iteration 65Q: 3 clusters Score -3384258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3384267.750000 Penalty: 5114.561523
	Iteration 66Q: 3 clusters Score -3384268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3384273.250000 Penalty: 5114.561523
	Iteration 67Q: 3 clusters Score -3384273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3384276.750000 Penalty: 5114.561523
	Iteration 68Q: 3 clusters Score -3384277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3384281.250000 Penalty: 5114.561523
	Iteration 69Q: 3 clusters Score -3384281 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3384284.250000 Penalty: 5114.561523
	Iteration 70Q: 3 clusters Score -3384284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -3384290.000000 Penalty: 5114.561523
	Iteration 71Q: 3 clusters Score -3384290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3384287.250000 Penalty: 5114.561523
	Iteration 72Q: 3 clusters Score -3384287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -3384289.000000 Penalty: 5114.561523
	Iteration 73Q: 3 clusters Score -3384289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3384286.250000 Penalty: 5114.561523
	Iteration 74Q: 3 clusters Score -3384286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3384287.500000 Penalty: 5114.561523
	Iteration 75Q: 3 clusters Score -3384288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3384285.750000 Penalty: 5114.561523
	Iteration 76Q: 3 clusters Score -3384286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3384286.000000 Penalty: 5114.561523
	Iteration 77Q: 3 clusters Score -3384286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3384284.000000 Penalty: 5114.561523
	Iteration 78Q: 3 clusters Score -3384284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3384284.750000 Penalty: 5114.561523
	Iteration 79Q: 3 clusters Score -3384285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3384284.750000 Penalty: 5114.561523
	Iteration 80F: 3 clusters Score -3384285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 6158 members 
Mstep: Class 16 contains 233265 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 214469 members 
Mstep: Class 30 contains 23922 members 
Entering Unmasked Estep 
Score: -225527536.000000 Penalty: 107993.320312
Splitting cluster 15 changes total score from -225462752.000000 to -225527536.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (233265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233265 members 
Entering Unmasked Estep 
Score: -27009730.000000 Penalty: 3065.262695
	Iteration 0F: 2 clusters Score -2.700973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116980 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -26867224.000000 Penalty: 6130.525391
	Iteration 0F: 3 clusters Score -2.686722e+07 nChanged 112884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -26936404.000000 Penalty: 6130.525391
	Iteration 1F: 3 clusters Score -2.69364e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122964 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -26941516.000000 Penalty: 6130.525391
	Iteration 2Q: 3 clusters Score -2.694152e+07 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124328 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -26949504.000000 Penalty: 6130.525391
	Iteration 3F: 3 clusters Score -2.69495e+07 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124937 members 
Mstep: Class 2 contains 108328 members 
Entering Unmasked Estep 
Score: -26959250.000000 Penalty: 6130.525391
	Iteration 4F: 3 clusters Score -2.695925e+07 nChanged 15832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124963 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -26969026.000000 Penalty: 6130.525391
	Iteration 5F: 3 clusters Score -2.696903e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124906 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -26976744.000000 Penalty: 6130.525391
	Iteration 6F: 3 clusters Score -2.697674e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125505 members 
Mstep: Class 2 contains 107760 members 
Entering Unmasked Estep 
Score: -26981388.000000 Penalty: 6130.525391
	Iteration 7F: 3 clusters Score -2.698139e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -26984452.000000 Penalty: 6130.525391
	Iteration 8Q: 3 clusters Score -2.698445e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128592 members 
Mstep: Class 2 contains 104673 members 
Entering Unmasked Estep 
Score: -26986008.000000 Penalty: 6130.525391
	Iteration 9Q: 3 clusters Score -2.698601e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130802 members 
Mstep: Class 2 contains 102463 members 
Entering Unmasked Estep 
Score: -26987230.000000 Penalty: 6130.525391
	Iteration 10Q: 3 clusters Score -2.698723e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133268 members 
Mstep: Class 2 contains 99997 members 
Entering Unmasked Estep 
Score: -26988440.000000 Penalty: 6130.525391
	Iteration 11Q: 3 clusters Score -2.698844e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136059 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -26989336.000000 Penalty: 6130.525391
	Iteration 12Q: 3 clusters Score -2.698934e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139335 members 
Mstep: Class 2 contains 93930 members 
Entering Unmasked Estep 
Score: -26990550.000000 Penalty: 6130.525391
	Iteration 13Q: 3 clusters Score -2.699055e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142982 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -26991564.000000 Penalty: 6130.525391
	Iteration 14Q: 3 clusters Score -2.699156e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147217 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -26992634.000000 Penalty: 6130.525391
	Iteration 15Q: 3 clusters Score -2.699263e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -26994116.000000 Penalty: 6130.525391
	Iteration 16Q: 3 clusters Score -2.699412e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157184 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -26995338.000000 Penalty: 6130.525391
	Iteration 17Q: 3 clusters Score -2.699534e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163038 members 
Mstep: Class 2 contains 70227 members 
Entering Unmasked Estep 
Score: -26997140.000000 Penalty: 6130.525391
	Iteration 18Q: 3 clusters Score -2.699714e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -26998972.000000 Penalty: 6130.525391
	Iteration 19Q: 3 clusters Score -2.699897e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175719 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -27000806.000000 Penalty: 6130.525391
	Iteration 20F: 3 clusters Score -2.700081e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182059 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -27002418.000000 Penalty: 6130.525391
	Iteration 21Q: 3 clusters Score -2.700242e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188250 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -27003796.000000 Penalty: 6130.525391
	Iteration 22Q: 3 clusters Score -2.70038e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193932 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -27004964.000000 Penalty: 6130.525391
	Iteration 23Q: 3 clusters Score -2.700496e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199051 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -27006166.000000 Penalty: 6130.525391
	Iteration 24Q: 3 clusters Score -2.700617e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203688 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -27007146.000000 Penalty: 6130.525391
	Iteration 25Q: 3 clusters Score -2.700715e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207654 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -27007904.000000 Penalty: 6130.525391
	Iteration 26Q: 3 clusters Score -2.70079e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210983 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -27008394.000000 Penalty: 6130.525391
	Iteration 27Q: 3 clusters Score -2.700839e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213713 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -27008784.000000 Penalty: 6130.525391
	Iteration 28Q: 3 clusters Score -2.700878e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215961 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -27009190.000000 Penalty: 6130.525391
	Iteration 29Q: 3 clusters Score -2.700919e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217840 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -27009456.000000 Penalty: 6130.525391
	Iteration 30Q: 3 clusters Score -2.700946e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219374 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -27009542.000000 Penalty: 6130.525391
	Iteration 31Q: 3 clusters Score -2.700954e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220588 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -27009692.000000 Penalty: 6130.525391
	Iteration 32Q: 3 clusters Score -2.700969e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221586 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -27009730.000000 Penalty: 6130.525391
	Iteration 33Q: 3 clusters Score -2.700973e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222346 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -27009802.000000 Penalty: 6130.525391
	Iteration 34Q: 3 clusters Score -2.70098e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222985 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -27009920.000000 Penalty: 6130.525391
	Iteration 35Q: 3 clusters Score -2.700992e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223543 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -27009978.000000 Penalty: 6130.525391
	Iteration 36Q: 3 clusters Score -2.700998e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223975 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -27010036.000000 Penalty: 6130.525391
	Iteration 37Q: 3 clusters Score -2.701004e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224317 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -27010076.000000 Penalty: 6130.525391
	Iteration 38Q: 3 clusters Score -2.701008e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224624 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -27010146.000000 Penalty: 6130.525391
	Iteration 39Q: 3 clusters Score -2.701015e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224885 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -27010144.000000 Penalty: 6130.525391
	Iteration 40F: 3 clusters Score -2.701014e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225127 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -27010178.000000 Penalty: 6130.525391
	Iteration 41Q: 3 clusters Score -2.701018e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225322 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -27010178.000000 Penalty: 6130.525391
	Iteration 42Q: 3 clusters Score -2.701018e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225479 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -27010216.000000 Penalty: 6130.525391
	Iteration 43Q: 3 clusters Score -2.701022e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225620 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -27010188.000000 Penalty: 6130.525391
	Iteration 44Q: 3 clusters Score -2.701019e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225729 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -27010218.000000 Penalty: 6130.525391
	Iteration 45Q: 3 clusters Score -2.701022e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225816 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -27010194.000000 Penalty: 6130.525391
	Iteration 46Q: 3 clusters Score -2.701019e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225884 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -27010164.000000 Penalty: 6130.525391
	Iteration 47Q: 3 clusters Score -2.701016e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225937 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -27010150.000000 Penalty: 6130.525391
	Iteration 48Q: 3 clusters Score -2.701015e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225983 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -27010128.000000 Penalty: 6130.525391
	Iteration 49Q: 3 clusters Score -2.701013e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226029 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -27010116.000000 Penalty: 6130.525391
	Iteration 50Q: 3 clusters Score -2.701012e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226070 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -27010066.000000 Penalty: 6130.525391
	Iteration 51Q: 3 clusters Score -2.701007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226130 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -27010060.000000 Penalty: 6130.525391
	Iteration 52Q: 3 clusters Score -2.701006e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226179 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -27010060.000000 Penalty: 6130.525391
	Iteration 53Q: 3 clusters Score -2.701006e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226227 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -27010050.000000 Penalty: 6130.525391
	Iteration 54Q: 3 clusters Score -2.701005e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226274 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -27010072.000000 Penalty: 6130.525391
	Iteration 55Q: 3 clusters Score -2.701007e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226312 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -27010082.000000 Penalty: 6130.525391
	Iteration 56Q: 3 clusters Score -2.701008e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226348 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -27010084.000000 Penalty: 6130.525391
	Iteration 57Q: 3 clusters Score -2.701008e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226377 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -27010116.000000 Penalty: 6130.525391
	Iteration 58Q: 3 clusters Score -2.701012e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226421 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -27010132.000000 Penalty: 6130.525391
	Iteration 59Q: 3 clusters Score -2.701013e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226466 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -27010132.000000 Penalty: 6130.525391
	Iteration 60F: 3 clusters Score -2.701013e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226506 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -27010150.000000 Penalty: 6130.525391
	Iteration 61Q: 3 clusters Score -2.701015e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226545 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -27010164.000000 Penalty: 6130.525391
	Iteration 62Q: 3 clusters Score -2.701016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226574 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -27010174.000000 Penalty: 6130.525391
	Iteration 63Q: 3 clusters Score -2.701017e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226602 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -27010170.000000 Penalty: 6130.525391
	Iteration 64Q: 3 clusters Score -2.701017e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226628 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -27010188.000000 Penalty: 6130.525391
	Iteration 65Q: 3 clusters Score -2.701019e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226660 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -27010158.000000 Penalty: 6130.525391
	Iteration 66Q: 3 clusters Score -2.701016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226689 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -27010164.000000 Penalty: 6130.525391
	Iteration 67Q: 3 clusters Score -2.701016e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226707 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -27010160.000000 Penalty: 6130.525391
	Iteration 68Q: 3 clusters Score -2.701016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226722 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -27010170.000000 Penalty: 6130.525391
	Iteration 69Q: 3 clusters Score -2.701017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226743 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -27010178.000000 Penalty: 6130.525391
	Iteration 70Q: 3 clusters Score -2.701018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226760 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -27010174.000000 Penalty: 6130.525391
	Iteration 71Q: 3 clusters Score -2.701017e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226778 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -27010170.000000 Penalty: 6130.525391
	Iteration 72Q: 3 clusters Score -2.701017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226785 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -27010204.000000 Penalty: 6130.525391
	Iteration 73Q: 3 clusters Score -2.70102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226798 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -27010200.000000 Penalty: 6130.525391
	Iteration 74Q: 3 clusters Score -2.70102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226807 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -27010212.000000 Penalty: 6130.525391
	Iteration 75Q: 3 clusters Score -2.701021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226816 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -27010216.000000 Penalty: 6130.525391
	Iteration 76Q: 3 clusters Score -2.701022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226829 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -27010208.000000 Penalty: 6130.525391
	Iteration 77Q: 3 clusters Score -2.701021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226838 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -27010220.000000 Penalty: 6130.525391
	Iteration 78Q: 3 clusters Score -2.701022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226843 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -27010196.000000 Penalty: 6130.525391
	Iteration 79Q: 3 clusters Score -2.70102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226853 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -27010190.000000 Penalty: 6130.525391
	Iteration 80F: 3 clusters Score -2.701019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226854 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -27010202.000000 Penalty: 6130.525391
	Iteration 81Q: 3 clusters Score -2.70102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226864 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -27010210.000000 Penalty: 6130.525391
	Iteration 82Q: 3 clusters Score -2.701021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226868 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -27010210.000000 Penalty: 6130.525391
	Iteration 83Q: 3 clusters Score -2.701021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226877 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -27010220.000000 Penalty: 6130.525391
	Iteration 84Q: 3 clusters Score -2.701022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226883 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -27010224.000000 Penalty: 6130.525391
	Iteration 85Q: 3 clusters Score -2.701022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226889 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -27010226.000000 Penalty: 6130.525391
	Iteration 86Q: 3 clusters Score -2.701023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226902 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -27010222.000000 Penalty: 6130.525391
	Iteration 87Q: 3 clusters Score -2.701022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226907 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -27010228.000000 Penalty: 6130.525391
	Iteration 88Q: 3 clusters Score -2.701023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226909 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -27010244.000000 Penalty: 6130.525391
	Iteration 89Q: 3 clusters Score -2.701024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226912 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -27010254.000000 Penalty: 6130.525391
	Iteration 90Q: 3 clusters Score -2.701025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226912 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -27010250.000000 Penalty: 6130.525391
	Iteration 91Q: 3 clusters Score -2.701025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226920 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -27010244.000000 Penalty: 6130.525391
	Iteration 92Q: 3 clusters Score -2.701024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226922 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -27010258.000000 Penalty: 6130.525391
	Iteration 93Q: 3 clusters Score -2.701026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226929 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -27010252.000000 Penalty: 6130.525391
	Iteration 94Q: 3 clusters Score -2.701025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226926 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -27010256.000000 Penalty: 6130.525391
	Iteration 95Q: 3 clusters Score -2.701026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226926 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -27010258.000000 Penalty: 6130.525391
	Iteration 96Q: 3 clusters Score -2.701026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226930 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -27010260.000000 Penalty: 6130.525391
	Iteration 97Q: 3 clusters Score -2.701026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226932 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -27010266.000000 Penalty: 6130.525391
	Iteration 98Q: 3 clusters Score -2.701027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226940 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -27010284.000000 Penalty: 6130.525391
	Iteration 99Q: 3 clusters Score -2.701028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226950 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -27010256.000000 Penalty: 6130.525391
	Iteration 100F: 3 clusters Score -2.701026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226954 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -27010248.000000 Penalty: 6130.525391
	Iteration 101Q: 3 clusters Score -2.701025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226953 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -27010246.000000 Penalty: 6130.525391
	Iteration 102Q: 3 clusters Score -2.701025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226951 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -27010246.000000 Penalty: 6130.525391
	Iteration 103Q: 3 clusters Score -2.701025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226949 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -27010268.000000 Penalty: 6130.525391
	Iteration 104Q: 3 clusters Score -2.701027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226952 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -27010266.000000 Penalty: 6130.525391
	Iteration 105Q: 3 clusters Score -2.701027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226955 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -27010272.000000 Penalty: 6130.525391
	Iteration 106Q: 3 clusters Score -2.701027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226956 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -27010282.000000 Penalty: 6130.525391
	Iteration 107Q: 3 clusters Score -2.701028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226965 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -27010272.000000 Penalty: 6130.525391
	Iteration 108Q: 3 clusters Score -2.701027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226972 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -27010254.000000 Penalty: 6130.525391
	Iteration 109Q: 3 clusters Score -2.701025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226975 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -27010236.000000 Penalty: 6130.525391
	Iteration 110Q: 3 clusters Score -2.701024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226979 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -27010260.000000 Penalty: 6130.525391
	Iteration 111Q: 3 clusters Score -2.701026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226978 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -27010252.000000 Penalty: 6130.525391
	Iteration 112Q: 3 clusters Score -2.701025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226979 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -27010274.000000 Penalty: 6130.525391
	Iteration 113Q: 3 clusters Score -2.701027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226982 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -27010266.000000 Penalty: 6130.525391
	Iteration 114Q: 3 clusters Score -2.701027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226984 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -27010266.000000 Penalty: 6130.525391
	Iteration 115Q: 3 clusters Score -2.701027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226986 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -27010256.000000 Penalty: 6130.525391
	Iteration 116Q: 3 clusters Score -2.701026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226984 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -27010260.000000 Penalty: 6130.525391
	Iteration 117Q: 3 clusters Score -2.701026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226985 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -27010262.000000 Penalty: 6130.525391
	Iteration 118Q: 3 clusters Score -2.701026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226988 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -27010270.000000 Penalty: 6130.525391
	Iteration 119Q: 3 clusters Score -2.701027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226992 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -27010248.000000 Penalty: 6130.525391
	Iteration 120F: 3 clusters Score -2.701025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226997 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -27010242.000000 Penalty: 6130.525391
	Iteration 121Q: 3 clusters Score -2.701024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227001 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -27010238.000000 Penalty: 6130.525391
	Iteration 122Q: 3 clusters Score -2.701024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227008 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -27010242.000000 Penalty: 6130.525391
	Iteration 123Q: 3 clusters Score -2.701024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227017 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -27010266.000000 Penalty: 6130.525391
	Iteration 124Q: 3 clusters Score -2.701027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227020 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -27010250.000000 Penalty: 6130.525391
	Iteration 125Q: 3 clusters Score -2.701025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227025 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -27010256.000000 Penalty: 6130.525391
	Iteration 126Q: 3 clusters Score -2.701026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227031 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -27010254.000000 Penalty: 6130.525391
	Iteration 127Q: 3 clusters Score -2.701025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227041 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -27010258.000000 Penalty: 6130.525391
	Iteration 128Q: 3 clusters Score -2.701026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227048 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -27010268.000000 Penalty: 6130.525391
	Iteration 129Q: 3 clusters Score -2.701027e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227052 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -27010258.000000 Penalty: 6130.525391
	Iteration 130Q: 3 clusters Score -2.701026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227057 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -27010244.000000 Penalty: 6130.525391
	Iteration 131Q: 3 clusters Score -2.701024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227057 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -27010238.000000 Penalty: 6130.525391
	Iteration 132Q: 3 clusters Score -2.701024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227061 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -27010252.000000 Penalty: 6130.525391
	Iteration 133Q: 3 clusters Score -2.701025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227068 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -27010260.000000 Penalty: 6130.525391
	Iteration 134Q: 3 clusters Score -2.701026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227075 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -27010252.000000 Penalty: 6130.525391
	Iteration 135Q: 3 clusters Score -2.701025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227078 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -27010264.000000 Penalty: 6130.525391
	Iteration 136Q: 3 clusters Score -2.701026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227080 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -27010248.000000 Penalty: 6130.525391
	Iteration 137Q: 3 clusters Score -2.701025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227084 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -27010238.000000 Penalty: 6130.525391
	Iteration 138Q: 3 clusters Score -2.701024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227088 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -27010240.000000 Penalty: 6130.525391
	Iteration 139Q: 3 clusters Score -2.701024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227091 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -27010272.000000 Penalty: 6130.525391
	Iteration 140F: 3 clusters Score -2.701027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227093 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -27010254.000000 Penalty: 6130.525391
	Iteration 141Q: 3 clusters Score -2.701025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227096 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -27010274.000000 Penalty: 6130.525391
	Iteration 142Q: 3 clusters Score -2.701027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227097 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -27010274.000000 Penalty: 6130.525391
	Iteration 143Q: 3 clusters Score -2.701027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227097 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -27010274.000000 Penalty: 6130.525391
	Iteration 144F: 3 clusters Score -2.701027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 6158 members 
Mstep: Class 16 contains 227097 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 210894 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 214469 members 
Mstep: Class 30 contains 23922 members 
Mstep: Class 31 contains 6168 members 
Entering Unmasked Estep 
Score: -225528032.000000 Penalty: 111593.093750
Splitting cluster 16 changes total score from -225462752.000000 to -225528032.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (270018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270018 members 
Entering Unmasked Estep 
Score: -31558692.000000 Penalty: 3101.548340
	Iteration 0F: 2 clusters Score -3.155869e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134754 members 
Mstep: Class 2 contains 135264 members 
Entering Unmasked Estep 
Score: -31401250.000000 Penalty: 6203.096680
	Iteration 0F: 3 clusters Score -3.140125e+07 nChanged 130506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128590 members 
Mstep: Class 2 contains 141428 members 
Entering Unmasked Estep 
Score: -31478532.000000 Penalty: 6203.096680
	Iteration 1F: 3 clusters Score -3.147853e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 145867 members 
Entering Unmasked Estep 
Score: -31480878.000000 Penalty: 6203.096680
	Iteration 2Q: 3 clusters Score -3.148088e+07 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117235 members 
Mstep: Class 2 contains 152783 members 
Entering Unmasked Estep 
Score: -31484046.000000 Penalty: 6203.096680
	Iteration 3Q: 3 clusters Score -3.148405e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106764 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -31488886.000000 Penalty: 6203.096680
	Iteration 4Q: 3 clusters Score -3.148889e+07 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91612 members 
Mstep: Class 2 contains 178406 members 
Entering Unmasked Estep 
Score: -31496136.000000 Penalty: 6203.096680
	Iteration 5F: 3 clusters Score -3.149614e+07 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71704 members 
Mstep: Class 2 contains 198314 members 
Entering Unmasked Estep 
Score: -31505952.000000 Penalty: 6203.096680
	Iteration 6F: 3 clusters Score -3.150595e+07 nChanged 22305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 220169 members 
Entering Unmasked Estep 
Score: -31518584.000000 Penalty: 6203.096680
	Iteration 7F: 3 clusters Score -3.151858e+07 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 239484 members 
Entering Unmasked Estep 
Score: -31531052.000000 Penalty: 6203.096680
	Iteration 8F: 3 clusters Score -3.153105e+07 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 253712 members 
Entering Unmasked Estep 
Score: -31541956.000000 Penalty: 6203.096680
	Iteration 9F: 3 clusters Score -3.154196e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 262305 members 
Entering Unmasked Estep 
Score: -31549130.000000 Penalty: 6203.096680
	Iteration 10Q: 3 clusters Score -3.154913e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 266609 members 
Entering Unmasked Estep 
Score: -31553078.000000 Penalty: 6203.096680
	Iteration 11Q: 3 clusters Score -3.155308e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 268375 members 
Entering Unmasked Estep 
Score: -31554710.000000 Penalty: 6203.096680
	Iteration 12Q: 3 clusters Score -3.155471e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 269031 members 
Entering Unmasked Estep 
Score: -31555346.000000 Penalty: 6203.096680
	Iteration 13Q: 3 clusters Score -3.155535e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 269242 members 
Entering Unmasked Estep 
Score: -31555572.000000 Penalty: 6203.096680
	Iteration 14Q: 3 clusters Score -3.155557e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 269360 members 
Entering Unmasked Estep 
Score: -31555638.000000 Penalty: 6203.096680
	Iteration 15Q: 3 clusters Score -3.155564e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 269418 members 
Entering Unmasked Estep 
Score: -31555730.000000 Penalty: 6203.096680
	Iteration 16Q: 3 clusters Score -3.155573e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 269448 members 
Entering Unmasked Estep 
Score: -31555774.000000 Penalty: 6203.096680
	Iteration 17Q: 3 clusters Score -3.155577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 269467 members 
Entering Unmasked Estep 
Score: -31555834.000000 Penalty: 6203.096680
	Iteration 18Q: 3 clusters Score -3.155583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 269481 members 
Entering Unmasked Estep 
Score: -31555856.000000 Penalty: 6203.096680
	Iteration 19Q: 3 clusters Score -3.155586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 269488 members 
Entering Unmasked Estep 
Score: -31555860.000000 Penalty: 6203.096680
	Iteration 20F: 3 clusters Score -3.155586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 269498 members 
Entering Unmasked Estep 
Score: -31555878.000000 Penalty: 6203.096680
	Iteration 21Q: 3 clusters Score -3.155588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 269504 members 
Entering Unmasked Estep 
Score: -31555896.000000 Penalty: 6203.096680
	Iteration 22Q: 3 clusters Score -3.15559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 269510 members 
Entering Unmasked Estep 
Score: -31555898.000000 Penalty: 6203.096680
	Iteration 23Q: 3 clusters Score -3.15559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 269508 members 
Entering Unmasked Estep 
Score: -31555920.000000 Penalty: 6203.096680
	Iteration 24Q: 3 clusters Score -3.155592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 269508 members 
Entering Unmasked Estep 
Score: -31555944.000000 Penalty: 6203.096680
	Iteration 25Q: 3 clusters Score -3.155594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 269510 members 
Entering Unmasked Estep 
Score: -31555938.000000 Penalty: 6203.096680
	Iteration 26Q: 3 clusters Score -3.155594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 269512 members 
Entering Unmasked Estep 
Score: -31555934.000000 Penalty: 6203.096680
	Iteration 27Q: 3 clusters Score -3.155593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 269513 members 
Entering Unmasked Estep 
Score: -31555942.000000 Penalty: 6203.096680
	Iteration 28Q: 3 clusters Score -3.155594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 269511 members 
Entering Unmasked Estep 
Score: -31555934.000000 Penalty: 6203.096680
	Iteration 29Q: 3 clusters Score -3.155593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 269510 members 
Entering Unmasked Estep 
Score: -31555942.000000 Penalty: 6203.096680
	Iteration 30Q: 3 clusters Score -3.155594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 269509 members 
Entering Unmasked Estep 
Score: -31555940.000000 Penalty: 6203.096680
	Iteration 31Q: 3 clusters Score -3.155594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 269507 members 
Entering Unmasked Estep 
Score: -31555936.000000 Penalty: 6203.096680
	Iteration 32Q: 3 clusters Score -3.155594e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 269507 members 
Entering Unmasked Estep 
Score: -31555936.000000 Penalty: 6203.096680
	Iteration 33F: 3 clusters Score -3.155594e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (210894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210894 members 
Entering Unmasked Estep 
Score: -24654350.000000 Penalty: 3040.259277
	Iteration 0F: 2 clusters Score -2.465435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 105262 members 
Entering Unmasked Estep 
Score: -24524182.000000 Penalty: 6080.518555
	Iteration 0F: 3 clusters Score -2.452418e+07 nChanged 101403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -24584200.000000 Penalty: 6080.518555
	Iteration 1F: 3 clusters Score -2.45842e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110692 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -24585832.000000 Penalty: 6080.518555
	Iteration 2Q: 3 clusters Score -2.458583e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 97438 members 
Entering Unmasked Estep 
Score: -24587822.000000 Penalty: 6080.518555
	Iteration 3Q: 3 clusters Score -2.458782e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117385 members 
Mstep: Class 2 contains 93509 members 
Entering Unmasked Estep 
Score: -24590376.000000 Penalty: 6080.518555
	Iteration 4Q: 3 clusters Score -2.459038e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123027 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -24594446.000000 Penalty: 6080.518555
	Iteration 5Q: 3 clusters Score -2.459445e+07 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130629 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -24600022.000000 Penalty: 6080.518555
	Iteration 6Q: 3 clusters Score -2.460002e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140681 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -24608482.000000 Penalty: 6080.518555
	Iteration 7F: 3 clusters Score -2.460848e+07 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -24619350.000000 Penalty: 6080.518555
	Iteration 8F: 3 clusters Score -2.461935e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164137 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -24631456.000000 Penalty: 6080.518555
	Iteration 9F: 3 clusters Score -2.463146e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173572 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -24641532.000000 Penalty: 6080.518555
	Iteration 10F: 3 clusters Score -2.464153e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180254 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -24647626.000000 Penalty: 6080.518555
	Iteration 11Q: 3 clusters Score -2.464763e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184810 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -24651146.000000 Penalty: 6080.518555
	Iteration 12Q: 3 clusters Score -2.465115e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188136 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -24653342.000000 Penalty: 6080.518555
	Iteration 13Q: 3 clusters Score -2.465334e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190677 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -24654474.000000 Penalty: 6080.518555
	Iteration 14Q: 3 clusters Score -2.465447e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192629 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -24655046.000000 Penalty: 6080.518555
	Iteration 15Q: 3 clusters Score -2.465505e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194174 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -24655400.000000 Penalty: 6080.518555
	Iteration 16Q: 3 clusters Score -2.46554e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195512 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -24655906.000000 Penalty: 6080.518555
	Iteration 17Q: 3 clusters Score -2.465591e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196613 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -24656182.000000 Penalty: 6080.518555
	Iteration 18Q: 3 clusters Score -2.465618e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197538 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -24656430.000000 Penalty: 6080.518555
	Iteration 19Q: 3 clusters Score -2.465643e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198309 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -24656624.000000 Penalty: 6080.518555
	Iteration 20F: 3 clusters Score -2.465662e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198951 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -24656788.000000 Penalty: 6080.518555
	Iteration 21Q: 3 clusters Score -2.465679e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199491 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -24656942.000000 Penalty: 6080.518555
	Iteration 22Q: 3 clusters Score -2.465694e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199942 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -24657046.000000 Penalty: 6080.518555
	Iteration 23Q: 3 clusters Score -2.465705e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200314 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -24657092.000000 Penalty: 6080.518555
	Iteration 24Q: 3 clusters Score -2.465709e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200654 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -24657096.000000 Penalty: 6080.518555
	Iteration 25Q: 3 clusters Score -2.46571e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200927 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -24657150.000000 Penalty: 6080.518555
	Iteration 26Q: 3 clusters Score -2.465715e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201166 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -24657234.000000 Penalty: 6080.518555
	Iteration 27Q: 3 clusters Score -2.465723e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201387 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -24657276.000000 Penalty: 6080.518555
	Iteration 28Q: 3 clusters Score -2.465728e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201588 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -24657334.000000 Penalty: 6080.518555
	Iteration 29Q: 3 clusters Score -2.465733e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201753 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -24657372.000000 Penalty: 6080.518555
	Iteration 30Q: 3 clusters Score -2.465737e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201886 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -24657382.000000 Penalty: 6080.518555
	Iteration 31Q: 3 clusters Score -2.465738e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202021 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -24657344.000000 Penalty: 6080.518555
	Iteration 32Q: 3 clusters Score -2.465734e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202099 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -24657364.000000 Penalty: 6080.518555
	Iteration 33Q: 3 clusters Score -2.465736e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202156 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -24657324.000000 Penalty: 6080.518555
	Iteration 34Q: 3 clusters Score -2.465732e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202206 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -24657272.000000 Penalty: 6080.518555
	Iteration 35Q: 3 clusters Score -2.465727e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202262 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -24657286.000000 Penalty: 6080.518555
	Iteration 36Q: 3 clusters Score -2.465729e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202329 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -24657296.000000 Penalty: 6080.518555
	Iteration 37Q: 3 clusters Score -2.46573e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202374 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -24657274.000000 Penalty: 6080.518555
	Iteration 38Q: 3 clusters Score -2.465727e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202422 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -24657288.000000 Penalty: 6080.518555
	Iteration 39Q: 3 clusters Score -2.465729e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202465 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -24657298.000000 Penalty: 6080.518555
	Iteration 40F: 3 clusters Score -2.46573e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202491 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -24657236.000000 Penalty: 6080.518555
	Iteration 41Q: 3 clusters Score -2.465724e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202517 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -24657246.000000 Penalty: 6080.518555
	Iteration 42Q: 3 clusters Score -2.465725e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202547 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -24657224.000000 Penalty: 6080.518555
	Iteration 43Q: 3 clusters Score -2.465722e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202568 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -24657216.000000 Penalty: 6080.518555
	Iteration 44Q: 3 clusters Score -2.465722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202577 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -24657236.000000 Penalty: 6080.518555
	Iteration 45Q: 3 clusters Score -2.465724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202587 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -24657248.000000 Penalty: 6080.518555
	Iteration 46Q: 3 clusters Score -2.465725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202592 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -24657236.000000 Penalty: 6080.518555
	Iteration 47Q: 3 clusters Score -2.465724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202589 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -24657224.000000 Penalty: 6080.518555
	Iteration 48Q: 3 clusters Score -2.465722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202591 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -24657232.000000 Penalty: 6080.518555
	Iteration 49Q: 3 clusters Score -2.465723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202592 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -24657226.000000 Penalty: 6080.518555
	Iteration 50Q: 3 clusters Score -2.465723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202590 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -24657228.000000 Penalty: 6080.518555
	Iteration 51Q: 3 clusters Score -2.465723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202588 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -24657224.000000 Penalty: 6080.518555
	Iteration 52Q: 3 clusters Score -2.465722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202585 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -24657218.000000 Penalty: 6080.518555
	Iteration 53Q: 3 clusters Score -2.465722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202585 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -24657216.000000 Penalty: 6080.518555
	Iteration 54Q: 3 clusters Score -2.465722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202585 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -24657236.000000 Penalty: 6080.518555
	Iteration 55Q: 3 clusters Score -2.465724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202593 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -24657224.000000 Penalty: 6080.518555
	Iteration 56Q: 3 clusters Score -2.465722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202601 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -24657222.000000 Penalty: 6080.518555
	Iteration 57Q: 3 clusters Score -2.465722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202604 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -24657224.000000 Penalty: 6080.518555
	Iteration 58Q: 3 clusters Score -2.465722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202608 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -24657206.000000 Penalty: 6080.518555
	Iteration 59Q: 3 clusters Score -2.465721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202611 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -24657192.000000 Penalty: 6080.518555
	Iteration 60F: 3 clusters Score -2.465719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202617 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -24657210.000000 Penalty: 6080.518555
	Iteration 61Q: 3 clusters Score -2.465721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202619 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -24657210.000000 Penalty: 6080.518555
	Iteration 62Q: 3 clusters Score -2.465721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202622 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -24657200.000000 Penalty: 6080.518555
	Iteration 63Q: 3 clusters Score -2.46572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202625 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -24657202.000000 Penalty: 6080.518555
	Iteration 64Q: 3 clusters Score -2.46572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202633 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -24657196.000000 Penalty: 6080.518555
	Iteration 65Q: 3 clusters Score -2.46572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202636 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -24657224.000000 Penalty: 6080.518555
	Iteration 66Q: 3 clusters Score -2.465722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202636 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -24657218.000000 Penalty: 6080.518555
	Iteration 67Q: 3 clusters Score -2.465722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202641 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -24657218.000000 Penalty: 6080.518555
	Iteration 68Q: 3 clusters Score -2.465722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202645 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -24657200.000000 Penalty: 6080.518555
	Iteration 69Q: 3 clusters Score -2.46572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202649 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -24657204.000000 Penalty: 6080.518555
	Iteration 70Q: 3 clusters Score -2.46572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202649 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -24657220.000000 Penalty: 6080.518555
	Iteration 71Q: 3 clusters Score -2.465722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202658 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -24657202.000000 Penalty: 6080.518555
	Iteration 72Q: 3 clusters Score -2.46572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202662 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -24657216.000000 Penalty: 6080.518555
	Iteration 73Q: 3 clusters Score -2.465722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202670 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -24657194.000000 Penalty: 6080.518555
	Iteration 74Q: 3 clusters Score -2.465719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202675 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -24657208.000000 Penalty: 6080.518555
	Iteration 75Q: 3 clusters Score -2.465721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202682 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -24657214.000000 Penalty: 6080.518555
	Iteration 76Q: 3 clusters Score -2.465721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202690 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -24657188.000000 Penalty: 6080.518555
	Iteration 77Q: 3 clusters Score -2.465719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202697 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -24657206.000000 Penalty: 6080.518555
	Iteration 78Q: 3 clusters Score -2.465721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202701 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -24657206.000000 Penalty: 6080.518555
	Iteration 79Q: 3 clusters Score -2.465721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202702 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -24657192.000000 Penalty: 6080.518555
	Iteration 80F: 3 clusters Score -2.465719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202709 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -24657222.000000 Penalty: 6080.518555
	Iteration 81Q: 3 clusters Score -2.465722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202709 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -24657208.000000 Penalty: 6080.518555
	Iteration 82Q: 3 clusters Score -2.465721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202711 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -24657196.000000 Penalty: 6080.518555
	Iteration 83Q: 3 clusters Score -2.46572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202711 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -24657196.000000 Penalty: 6080.518555
	Iteration 84F: 3 clusters Score -2.46572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 6158 members 
Mstep: Class 16 contains 227097 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 202711 members 
Mstep: Class 19 contains 105644 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 214469 members 
Mstep: Class 30 contains 23922 members 
Mstep: Class 31 contains 6168 members 
Mstep: Class 32 contains 8183 members 
Entering Unmasked Estep 
Score: -225534432.000000 Penalty: 115192.875000
Splitting cluster 18 changes total score from -225462752.000000 to -225534432.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (105644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Entering Unmasked Estep 
Score: -11964344.000000 Penalty: 2868.821777
	Iteration 0F: 2 clusters Score -1.196434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -11893806.000000 Penalty: 5737.643555
	Iteration 0F: 3 clusters Score -1.189381e+07 nChanged 49893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -11923057.000000 Penalty: 5737.643555
	Iteration 1F: 3 clusters Score -1.192306e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -11924767.000000 Penalty: 5737.643555
	Iteration 2Q: 3 clusters Score -1.192477e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -11927220.000000 Penalty: 5737.643555
	Iteration 3F: 3 clusters Score -1.192722e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -11930811.000000 Penalty: 5737.643555
	Iteration 4F: 3 clusters Score -1.193081e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -11935523.000000 Penalty: 5737.643555
	Iteration 5F: 3 clusters Score -1.193552e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -11940696.000000 Penalty: 5737.643555
	Iteration 6F: 3 clusters Score -1.19407e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 84965 members 
Entering Unmasked Estep 
Score: -11946112.000000 Penalty: 5737.643555
	Iteration 7F: 3 clusters Score -1.194611e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -11951338.000000 Penalty: 5737.643555
	Iteration 8F: 3 clusters Score -1.195134e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 96531 members 
Entering Unmasked Estep 
Score: -11955962.000000 Penalty: 5737.643555
	Iteration 9F: 3 clusters Score -1.195596e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -11959121.000000 Penalty: 5737.643555
	Iteration 10Q: 3 clusters Score -1.195912e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 102394 members 
Entering Unmasked Estep 
Score: -11960997.000000 Penalty: 5737.643555
	Iteration 11Q: 3 clusters Score -1.1961e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 103510 members 
Entering Unmasked Estep 
Score: -11961981.000000 Penalty: 5737.643555
	Iteration 12Q: 3 clusters Score -1.196198e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -11962519.000000 Penalty: 5737.643555
	Iteration 13Q: 3 clusters Score -1.196252e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 104216 members 
Entering Unmasked Estep 
Score: -11962861.000000 Penalty: 5737.643555
	Iteration 14Q: 3 clusters Score -1.196286e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 104278 members 
Entering Unmasked Estep 
Score: -11963054.000000 Penalty: 5737.643555
	Iteration 15Q: 3 clusters Score -1.196305e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 104286 members 
Entering Unmasked Estep 
Score: -11963238.000000 Penalty: 5737.643555
	Iteration 16Q: 3 clusters Score -1.196324e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -11963336.000000 Penalty: 5737.643555
	Iteration 17Q: 3 clusters Score -1.196334e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 104249 members 
Entering Unmasked Estep 
Score: -11963416.000000 Penalty: 5737.643555
	Iteration 18Q: 3 clusters Score -1.196342e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -11963471.000000 Penalty: 5737.643555
	Iteration 19Q: 3 clusters Score -1.196347e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 104238 members 
Entering Unmasked Estep 
Score: -11963907.000000 Penalty: 5737.643555
	Iteration 20F: 3 clusters Score -1.196391e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -11964394.000000 Penalty: 5737.643555
	Iteration 21Q: 3 clusters Score -1.196439e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 103715 members 
Entering Unmasked Estep 
Score: -11964770.000000 Penalty: 5737.643555
	Iteration 22Q: 3 clusters Score -1.196477e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 103386 members 
Entering Unmasked Estep 
Score: -11965194.000000 Penalty: 5737.643555
	Iteration 23Q: 3 clusters Score -1.196519e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -11965587.000000 Penalty: 5737.643555
	Iteration 24Q: 3 clusters Score -1.196559e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 102651 members 
Entering Unmasked Estep 
Score: -11966010.000000 Penalty: 5737.643555
	Iteration 25Q: 3 clusters Score -1.196601e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -11966618.000000 Penalty: 5737.643555
	Iteration 26Q: 3 clusters Score -1.196662e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -11967112.000000 Penalty: 5737.643555
	Iteration 27Q: 3 clusters Score -1.196711e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -11967533.000000 Penalty: 5737.643555
	Iteration 28Q: 3 clusters Score -1.196753e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -11967685.000000 Penalty: 5737.643555
	Iteration 29Q: 3 clusters Score -1.196768e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 100475 members 
Entering Unmasked Estep 
Score: -11967752.000000 Penalty: 5737.643555
	Iteration 30Q: 3 clusters Score -1.196775e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 100190 members 
Entering Unmasked Estep 
Score: -11967866.000000 Penalty: 5737.643555
	Iteration 31Q: 3 clusters Score -1.196787e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 99925 members 
Entering Unmasked Estep 
Score: -11967951.000000 Penalty: 5737.643555
	Iteration 32Q: 3 clusters Score -1.196795e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -11968000.000000 Penalty: 5737.643555
	Iteration 33Q: 3 clusters Score -1.1968e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -11968033.000000 Penalty: 5737.643555
	Iteration 34Q: 3 clusters Score -1.196803e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -11968088.000000 Penalty: 5737.643555
	Iteration 35Q: 3 clusters Score -1.196809e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 99205 members 
Entering Unmasked Estep 
Score: -11968098.000000 Penalty: 5737.643555
	Iteration 36Q: 3 clusters Score -1.19681e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -11968146.000000 Penalty: 5737.643555
	Iteration 37Q: 3 clusters Score -1.196815e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -11968164.000000 Penalty: 5737.643555
	Iteration 38Q: 3 clusters Score -1.196816e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -11968182.000000 Penalty: 5737.643555
	Iteration 39Q: 3 clusters Score -1.196818e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -11968217.000000 Penalty: 5737.643555
	Iteration 40F: 3 clusters Score -1.196822e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 98797 members 
Entering Unmasked Estep 
Score: -11968258.000000 Penalty: 5737.643555
	Iteration 41Q: 3 clusters Score -1.196826e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -11968269.000000 Penalty: 5737.643555
	Iteration 42Q: 3 clusters Score -1.196827e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 98621 members 
Entering Unmasked Estep 
Score: -11968265.000000 Penalty: 5737.643555
	Iteration 43Q: 3 clusters Score -1.196826e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -11968278.000000 Penalty: 5737.643555
	Iteration 44Q: 3 clusters Score -1.196828e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -11968295.000000 Penalty: 5737.643555
	Iteration 45Q: 3 clusters Score -1.19683e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -11968304.000000 Penalty: 5737.643555
	Iteration 46Q: 3 clusters Score -1.19683e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 98396 members 
Entering Unmasked Estep 
Score: -11968315.000000 Penalty: 5737.643555
	Iteration 47Q: 3 clusters Score -1.196832e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -11968324.000000 Penalty: 5737.643555
	Iteration 48Q: 3 clusters Score -1.196832e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -11968329.000000 Penalty: 5737.643555
	Iteration 49Q: 3 clusters Score -1.196833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -11968315.000000 Penalty: 5737.643555
	Iteration 50Q: 3 clusters Score -1.196832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -11968307.000000 Penalty: 5737.643555
	Iteration 51Q: 3 clusters Score -1.196831e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -11968308.000000 Penalty: 5737.643555
	Iteration 52Q: 3 clusters Score -1.196831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -11968307.000000 Penalty: 5737.643555
	Iteration 53Q: 3 clusters Score -1.196831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -11968293.000000 Penalty: 5737.643555
	Iteration 54Q: 3 clusters Score -1.196829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 98242 members 
Entering Unmasked Estep 
Score: -11968299.000000 Penalty: 5737.643555
	Iteration 55Q: 3 clusters Score -1.19683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 98228 members 
Entering Unmasked Estep 
Score: -11968299.000000 Penalty: 5737.643555
	Iteration 56Q: 3 clusters Score -1.19683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -11968283.000000 Penalty: 5737.643555
	Iteration 57Q: 3 clusters Score -1.196828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -11968299.000000 Penalty: 5737.643555
	Iteration 58Q: 3 clusters Score -1.19683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -11968298.000000 Penalty: 5737.643555
	Iteration 59Q: 3 clusters Score -1.19683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 98183 members 
Entering Unmasked Estep 
Score: -11968285.000000 Penalty: 5737.643555
	Iteration 60F: 3 clusters Score -1.196828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -11968299.000000 Penalty: 5737.643555
	Iteration 61Q: 3 clusters Score -1.19683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -11968299.000000 Penalty: 5737.643555
	Iteration 62F: 3 clusters Score -1.19683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 6158 members 
Mstep: Class 16 contains 227097 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 202711 members 
Mstep: Class 19 contains 7465 members 
Mstep: Class 20 contains 26226 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 214469 members 
Mstep: Class 30 contains 23922 members 
Mstep: Class 31 contains 6168 members 
Mstep: Class 32 contains 8183 members 
Mstep: Class 33 contains 98179 members 
Entering Unmasked Estep 
Score: -225536384.000000 Penalty: 118792.648438
Splitting cluster 19 changes total score from -225462752.000000 to -225536384.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (26226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Entering Unmasked Estep 
Score: -2778870.250000 Penalty: 2523.277588
	Iteration 0F: 2 clusters Score -2778870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2761047.500000 Penalty: 5046.555176
	Iteration 0F: 3 clusters Score -2761048 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2772459.750000 Penalty: 5046.555176
	Iteration 1F: 3 clusters Score -2772460 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2775940.250000 Penalty: 5046.555176
	Iteration 2F: 3 clusters Score -2775940 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2779864.750000 Penalty: 5046.555176
	Iteration 3F: 3 clusters Score -2779865 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2783262.000000 Penalty: 5046.555176
	Iteration 4F: 3 clusters Score -2783262 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2785557.250000 Penalty: 5046.555176
	Iteration 5F: 3 clusters Score -2785557 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2787217.500000 Penalty: 5046.555176
	Iteration 6F: 3 clusters Score -2787218 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2788324.500000 Penalty: 5046.555176
	Iteration 7Q: 3 clusters Score -2788324 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -2789055.000000 Penalty: 5046.555176
	Iteration 8Q: 3 clusters Score -2789055 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2789511.500000 Penalty: 5046.555176
	Iteration 9Q: 3 clusters Score -2789512 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -2789788.750000 Penalty: 5046.555176
	Iteration 10Q: 3 clusters Score -2789789 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -2789980.750000 Penalty: 5046.555176
	Iteration 11Q: 3 clusters Score -2789981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2790088.000000 Penalty: 5046.555176
	Iteration 12Q: 3 clusters Score -2790088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -2790161.750000 Penalty: 5046.555176
	Iteration 13Q: 3 clusters Score -2790162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -2790200.250000 Penalty: 5046.555176
	Iteration 14Q: 3 clusters Score -2790200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -2790239.000000 Penalty: 5046.555176
	Iteration 15Q: 3 clusters Score -2790239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2790268.750000 Penalty: 5046.555176
	Iteration 16Q: 3 clusters Score -2790269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -2790290.000000 Penalty: 5046.555176
	Iteration 17Q: 3 clusters Score -2790290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2790297.250000 Penalty: 5046.555176
	Iteration 18Q: 3 clusters Score -2790297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2790308.000000 Penalty: 5046.555176
	Iteration 19Q: 3 clusters Score -2790308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -2790315.500000 Penalty: 5046.555176
	Iteration 20F: 3 clusters Score -2790316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2790327.750000 Penalty: 5046.555176
	Iteration 21Q: 3 clusters Score -2790328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -2790343.750000 Penalty: 5046.555176
	Iteration 22Q: 3 clusters Score -2790344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2790342.500000 Penalty: 5046.555176
	Iteration 23Q: 3 clusters Score -2790342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -2790341.750000 Penalty: 5046.555176
	Iteration 24Q: 3 clusters Score -2790342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2790347.000000 Penalty: 5046.555176
	Iteration 25Q: 3 clusters Score -2790347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2790346.250000 Penalty: 5046.555176
	Iteration 26Q: 3 clusters Score -2790346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2790351.500000 Penalty: 5046.555176
	Iteration 27Q: 3 clusters Score -2790352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2790367.000000 Penalty: 5046.555176
	Iteration 28Q: 3 clusters Score -2790367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -2790379.750000 Penalty: 5046.555176
	Iteration 29Q: 3 clusters Score -2790380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -2790403.750000 Penalty: 5046.555176
	Iteration 30Q: 3 clusters Score -2790404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2790433.000000 Penalty: 5046.555176
	Iteration 31Q: 3 clusters Score -2790433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -2790463.250000 Penalty: 5046.555176
	Iteration 32Q: 3 clusters Score -2790463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -2790481.500000 Penalty: 5046.555176
	Iteration 33Q: 3 clusters Score -2790482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2790504.500000 Penalty: 5046.555176
	Iteration 34Q: 3 clusters Score -2790504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2790522.000000 Penalty: 5046.555176
	Iteration 35Q: 3 clusters Score -2790522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2790558.250000 Penalty: 5046.555176
	Iteration 36Q: 3 clusters Score -2790558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -2790581.250000 Penalty: 5046.555176
	Iteration 37Q: 3 clusters Score -2790581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -2790594.000000 Penalty: 5046.555176
	Iteration 38Q: 3 clusters Score -2790594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2790616.500000 Penalty: 5046.555176
	Iteration 39Q: 3 clusters Score -2790616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -2790639.250000 Penalty: 5046.555176
	Iteration 40F: 3 clusters Score -2790639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -2790658.500000 Penalty: 5046.555176
	Iteration 41Q: 3 clusters Score -2790658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2790697.000000 Penalty: 5046.555176
	Iteration 42Q: 3 clusters Score -2790697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2790748.750000 Penalty: 5046.555176
	Iteration 43Q: 3 clusters Score -2790749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2790754.500000 Penalty: 5046.555176
	Iteration 44Q: 3 clusters Score -2790754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2790754.500000 Penalty: 5046.555176
	Iteration 45F: 3 clusters Score -2790754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 6158 members 
Mstep: Class 16 contains 227097 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 202711 members 
Mstep: Class 19 contains 7465 members 
Mstep: Class 20 contains 348 members 
Mstep: Class 21 contains 79943 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 214469 members 
Mstep: Class 30 contains 23922 members 
Mstep: Class 31 contains 6168 members 
Mstep: Class 32 contains 8183 members 
Mstep: Class 33 contains 98179 members 
Mstep: Class 34 contains 25878 members 
Entering Unmasked Estep 
Score: -225547600.000000 Penalty: 122392.429688
Splitting cluster 20 changes total score from -225462752.000000 to -225547600.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (79943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Entering Unmasked Estep 
Score: -9123246.000000 Penalty: 2799.689209
	Iteration 0F: 2 clusters Score -9123246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -9069835.000000 Penalty: 5599.378418
	Iteration 0F: 3 clusters Score -9069835 nChanged 37455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -9092766.000000 Penalty: 5599.378418
	Iteration 1F: 3 clusters Score -9092766 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -9095630.000000 Penalty: 5599.378418
	Iteration 2F: 3 clusters Score -9095630 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -9099818.000000 Penalty: 5599.378418
	Iteration 3F: 3 clusters Score -9099818 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -9105147.000000 Penalty: 5599.378418
	Iteration 4F: 3 clusters Score -9105147 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -9109866.000000 Penalty: 5599.378418
	Iteration 5F: 3 clusters Score -9109866 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -9113653.000000 Penalty: 5599.378418
	Iteration 6F: 3 clusters Score -9113653 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -9116390.000000 Penalty: 5599.378418
	Iteration 7F: 3 clusters Score -9116390 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -9118669.000000 Penalty: 5599.378418
	Iteration 8Q: 3 clusters Score -9118669 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -9120566.000000 Penalty: 5599.378418
	Iteration 9Q: 3 clusters Score -9120566 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71937 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -9122178.000000 Penalty: 5599.378418
	Iteration 10Q: 3 clusters Score -9122178 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -9123252.000000 Penalty: 5599.378418
	Iteration 11Q: 3 clusters Score -9123252 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -9124130.000000 Penalty: 5599.378418
	Iteration 12Q: 3 clusters Score -9124130 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -9124688.000000 Penalty: 5599.378418
	Iteration 13Q: 3 clusters Score -9124688 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76853 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -9125027.000000 Penalty: 5599.378418
	Iteration 14Q: 3 clusters Score -9125027 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9125310.000000 Penalty: 5599.378418
	Iteration 15Q: 3 clusters Score -9125310 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -9125459.000000 Penalty: 5599.378418
	Iteration 16Q: 3 clusters Score -9125459 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9125528.000000 Penalty: 5599.378418
	Iteration 17Q: 3 clusters Score -9125528 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9125638.000000 Penalty: 5599.378418
	Iteration 18Q: 3 clusters Score -9125638 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78333 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9125706.000000 Penalty: 5599.378418
	Iteration 19Q: 3 clusters Score -9125706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9125760.000000 Penalty: 5599.378418
	Iteration 20F: 3 clusters Score -9125760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9125773.000000 Penalty: 5599.378418
	Iteration 21Q: 3 clusters Score -9125773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9125801.000000 Penalty: 5599.378418
	Iteration 22Q: 3 clusters Score -9125801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9125832.000000 Penalty: 5599.378418
	Iteration 23Q: 3 clusters Score -9125832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9125841.000000 Penalty: 5599.378418
	Iteration 24Q: 3 clusters Score -9125841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78670 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9125846.000000 Penalty: 5599.378418
	Iteration 25Q: 3 clusters Score -9125846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9125858.000000 Penalty: 5599.378418
	Iteration 26Q: 3 clusters Score -9125858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9125856.000000 Penalty: 5599.378418
	Iteration 27Q: 3 clusters Score -9125856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78715 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9125860.000000 Penalty: 5599.378418
	Iteration 28Q: 3 clusters Score -9125860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9125859.000000 Penalty: 5599.378418
	Iteration 29Q: 3 clusters Score -9125859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9125861.000000 Penalty: 5599.378418
	Iteration 30Q: 3 clusters Score -9125861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9125862.000000 Penalty: 5599.378418
	Iteration 31Q: 3 clusters Score -9125862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9125857.000000 Penalty: 5599.378418
	Iteration 32Q: 3 clusters Score -9125857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9125853.000000 Penalty: 5599.378418
	Iteration 33Q: 3 clusters Score -9125853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78768 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9125858.000000 Penalty: 5599.378418
	Iteration 34Q: 3 clusters Score -9125858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78777 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9125874.000000 Penalty: 5599.378418
	Iteration 35Q: 3 clusters Score -9125874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9125871.000000 Penalty: 5599.378418
	Iteration 36Q: 3 clusters Score -9125871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9125866.000000 Penalty: 5599.378418
	Iteration 37Q: 3 clusters Score -9125866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9125874.000000 Penalty: 5599.378418
	Iteration 38Q: 3 clusters Score -9125874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78791 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9125878.000000 Penalty: 5599.378418
	Iteration 39Q: 3 clusters Score -9125878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78796 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9125872.000000 Penalty: 5599.378418
	Iteration 40F: 3 clusters Score -9125872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9125877.000000 Penalty: 5599.378418
	Iteration 41Q: 3 clusters Score -9125877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9125878.000000 Penalty: 5599.378418
	Iteration 42Q: 3 clusters Score -9125878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9125882.000000 Penalty: 5599.378418
	Iteration 43Q: 3 clusters Score -9125882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9125889.000000 Penalty: 5599.378418
	Iteration 44Q: 3 clusters Score -9125889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9125890.000000 Penalty: 5599.378418
	Iteration 45Q: 3 clusters Score -9125890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9125885.000000 Penalty: 5599.378418
	Iteration 46Q: 3 clusters Score -9125885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9125885.000000 Penalty: 5599.378418
	Iteration 47F: 3 clusters Score -9125885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 5 contains 9208 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 6158 members 
Mstep: Class 16 contains 227097 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 202711 members 
Mstep: Class 19 contains 7465 members 
Mstep: Class 20 contains 348 members 
Mstep: Class 21 contains 78806 members 
Mstep: Class 22 contains 9586 members 
Mstep: Class 23 contains 1608 members 
Mstep: Class 24 contains 9751 members 
Mstep: Class 25 contains 196660 members 
Mstep: Class 26 contains 4155 members 
Mstep: Class 27 contains 37031 members 
Mstep: Class 28 contains 8320 members 
Mstep: Class 29 contains 214469 members 
Mstep: Class 30 contains 23922 members 
Mstep: Class 31 contains 6168 members 
Mstep: Class 32 contains 8183 members 
Mstep: Class 33 contains 98179 members 
Mstep: Class 34 contains 25878 members 
Mstep: Class 35 contains 1137 members 
Entering Unmasked Estep 
Score: -225548816.000000 Penalty: 125992.203125
Splitting cluster 21 changes total score from -225462752.000000 to -225548816.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1702 members 
Mstep: Class 3 contains 74679 members 
Mstep: Class 4 contains 31566 members 
Mstep: Class 6 contains 13120 members 
Mstep: Class 7 contains 114917 members 
Mstep: Class 8 contains 24970 members 
Mstep: Class 9 contains 51588 members 
Mstep: Class 10 contains 3164 members 
Mstep: Class 11 contains 2773 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 204770 members 
Mstep: Class 14 contains 8113 members 
Mstep: Class 15 contains 6158 members 
Mstep: Class 16 contains 227097 members 
Mstep: Class 17 contains 270018 members 
Mstep: Class 18 contains 202711 members 
Mstep: Class 19 contains 7465 members 
Mstep: Class 20 contains 348 members 
Mstep: Class 21 contains 78806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225572608.000000 Penalty: 125992.203125
Iteration 39Q: 36 clusters Score -2.255726e+08 nChanged 53265
Entering Unmasked Mstep 
Mstep: Class 0 contains 2392 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1749 members 
Mstep: Class 3 contains 75061 members 
Mstep: Class 4 contains 30191 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 117216 members 
Mstep: Class 8 contains 27163 members 
Mstep: Class 9 contains 52145 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 2873 members 
Mstep: Class 12 contains 9523 members 
Mstep: Class 13 contains 208498 members 
Mstep: Class 14 contains 9438 members 
Mstep: Class 15 contains 6240 members 
Mstep: Class 16 contains 229891 members 
Mstep: Class 17 contains 273036 members 
Mstep: Class 18 contains 202490 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 356 members 
Mstep: Class 21 contains 77675 members 
Mstep: Class 22 contains 9158 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 9791 members 
Mstep: Class 25 contains 190597 members 
Mstep: Class 26 contains 4093 members 
Mstep: Class 27 contains 36252 members 
Mstep: Class 28 contains 8292 members 
Mstep: Class 29 contains 209547 members 
Mstep: Class 30 contains 23129 members 
Mstep: Class 31 contains 6725 members 
Mstep: Class 32 contains 8180 members 
Mstep: Class 33 contains 95208 members 
Mstep: Class 34 contains 25515 members 
Mstep: Class 35 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225629632.000000 Penalty: 125992.203125
Iteration 40F: 36 clusters Score -2.256296e+08 nChanged 50144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1709 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 72870 members 
Mstep: Class 4 contains 28667 members 
Mstep: Class 5 contains 10262 members 
Mstep: Class 6 contains 13436 members 
Mstep: Class 7 contains 117573 members 
Mstep: Class 8 contains 28796 members 
Mstep: Class 9 contains 52049 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 9280 members 
Mstep: Class 13 contains 206500 members 
Mstep: Class 14 contains 10198 members 
Mstep: Class 15 contains 6290 members 
Mstep: Class 16 contains 230208 members 
Mstep: Class 17 contains 271807 members 
Mstep: Class 18 contains 201174 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 20 contains 898 members 
Mstep: Class 21 contains 76232 members 
Mstep: Class 22 contains 9794 members 
Mstep: Class 23 contains 1982 members 
Mstep: Class 24 contains 10837 members 
Mstep: Class 25 contains 195594 members 
Mstep: Class 26 contains 4664 members 
Mstep: Class 27 contains 35929 members 
Mstep: Class 28 contains 8508 members 
Mstep: Class 29 contains 206440 members 
Mstep: Class 30 contains 23366 members 
Mstep: Class 31 contains 7285 members 
Mstep: Class 32 contains 9019 members 
Mstep: Class 33 contains 93580 members 
Mstep: Class 34 contains 27282 members 
Mstep: Class 35 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225681872.000000 Penalty: 125992.203125
Iteration 41Q: 36 clusters Score -2.256819e+08 nChanged 34389
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 71333 members 
Mstep: Class 4 contains 27386 members 
Mstep: Class 5 contains 10506 members 
Mstep: Class 6 contains 13564 members 
Mstep: Class 7 contains 118432 members 
Mstep: Class 8 contains 30562 members 
Mstep: Class 9 contains 52127 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 9094 members 
Mstep: Class 13 contains 204879 members 
Mstep: Class 14 contains 10869 members 
Mstep: Class 15 contains 6385 members 
Mstep: Class 16 contains 231080 members 
Mstep: Class 17 contains 270875 members 
Mstep: Class 18 contains 199958 members 
Mstep: Class 19 contains 7976 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 74384 members 
Mstep: Class 22 contains 10262 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 11503 members 
Mstep: Class 25 contains 199675 members 
Mstep: Class 26 contains 5053 members 
Mstep: Class 27 contains 35595 members 
Mstep: Class 28 contains 8600 members 
Mstep: Class 29 contains 203304 members 
Mstep: Class 30 contains 23399 members 
Mstep: Class 31 contains 7775 members 
Mstep: Class 32 contains 9827 members 
Mstep: Class 33 contains 91820 members 
Mstep: Class 34 contains 28666 members 
Mstep: Class 35 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225692608.000000 Penalty: 125992.203125
Iteration 42Q: 36 clusters Score -2.256926e+08 nChanged 28526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 69992 members 
Mstep: Class 4 contains 26106 members 
Mstep: Class 5 contains 10683 members 
Mstep: Class 6 contains 13645 members 
Mstep: Class 7 contains 119577 members 
Mstep: Class 8 contains 32481 members 
Mstep: Class 9 contains 52279 members 
Mstep: Class 10 contains 3715 members 
Mstep: Class 11 contains 3333 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 203378 members 
Mstep: Class 14 contains 11553 members 
Mstep: Class 15 contains 6479 members 
Mstep: Class 16 contains 232110 members 
Mstep: Class 17 contains 270043 members 
Mstep: Class 18 contains 198985 members 
Mstep: Class 19 contains 8195 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 72185 members 
Mstep: Class 22 contains 10516 members 
Mstep: Class 23 contains 2430 members 
Mstep: Class 24 contains 11959 members 
Mstep: Class 25 contains 203510 members 
Mstep: Class 26 contains 5318 members 
Mstep: Class 27 contains 35336 members 
Mstep: Class 28 contains 8666 members 
Mstep: Class 29 contains 200337 members 
Mstep: Class 30 contains 23404 members 
Mstep: Class 31 contains 8188 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 89975 members 
Mstep: Class 34 contains 29757 members 
Mstep: Class 35 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225700544.000000 Penalty: 125992.203125
Iteration 43Q: 36 clusters Score -2.257005e+08 nChanged 25238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 68743 members 
Mstep: Class 4 contains 24932 members 
Mstep: Class 5 contains 10819 members 
Mstep: Class 6 contains 13701 members 
Mstep: Class 7 contains 120649 members 
Mstep: Class 8 contains 34534 members 
Mstep: Class 9 contains 52569 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 3440 members 
Mstep: Class 12 contains 8840 members 
Mstep: Class 13 contains 201984 members 
Mstep: Class 14 contains 12155 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 16 contains 233270 members 
Mstep: Class 17 contains 269385 members 
Mstep: Class 18 contains 198147 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 69809 members 
Mstep: Class 22 contains 10671 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 12278 members 
Mstep: Class 25 contains 207083 members 
Mstep: Class 26 contains 5482 members 
Mstep: Class 27 contains 35104 members 
Mstep: Class 28 contains 8720 members 
Mstep: Class 29 contains 197441 members 
Mstep: Class 30 contains 23408 members 
Mstep: Class 31 contains 8575 members 
Mstep: Class 32 contains 11313 members 
Mstep: Class 33 contains 88149 members 
Mstep: Class 34 contains 30693 members 
Mstep: Class 35 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225707552.000000 Penalty: 125992.203125
Iteration 44Q: 36 clusters Score -2.257076e+08 nChanged 22811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 67518 members 
Mstep: Class 4 contains 23791 members 
Mstep: Class 5 contains 10940 members 
Mstep: Class 6 contains 13733 members 
Mstep: Class 7 contains 121841 members 
Mstep: Class 8 contains 36756 members 
Mstep: Class 9 contains 52845 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 3510 members 
Mstep: Class 12 contains 8776 members 
Mstep: Class 13 contains 200705 members 
Mstep: Class 14 contains 12765 members 
Mstep: Class 15 contains 6636 members 
Mstep: Class 16 contains 234361 members 
Mstep: Class 17 contains 268890 members 
Mstep: Class 18 contains 197402 members 
Mstep: Class 19 contains 8559 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 67239 members 
Mstep: Class 22 contains 10823 members 
Mstep: Class 23 contains 2844 members 
Mstep: Class 24 contains 12507 members 
Mstep: Class 25 contains 210203 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 34935 members 
Mstep: Class 28 contains 8750 members 
Mstep: Class 29 contains 194725 members 
Mstep: Class 30 contains 23426 members 
Mstep: Class 31 contains 8931 members 
Mstep: Class 32 contains 12023 members 
Mstep: Class 33 contains 86426 members 
Mstep: Class 34 contains 31516 members 
Mstep: Class 35 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225713232.000000 Penalty: 125992.203125
Iteration 45Q: 36 clusters Score -2.257132e+08 nChanged 21093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 1114 members 
Mstep: Class 3 contains 66437 members 
Mstep: Class 4 contains 22712 members 
Mstep: Class 5 contains 11053 members 
Mstep: Class 6 contains 13735 members 
Mstep: Class 7 contains 123051 members 
Mstep: Class 8 contains 39104 members 
Mstep: Class 9 contains 53159 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 3599 members 
Mstep: Class 12 contains 8728 members 
Mstep: Class 13 contains 199637 members 
Mstep: Class 14 contains 13358 members 
Mstep: Class 15 contains 6704 members 
Mstep: Class 16 contains 235470 members 
Mstep: Class 17 contains 268481 members 
Mstep: Class 18 contains 196752 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 64475 members 
Mstep: Class 22 contains 10934 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 12643 members 
Mstep: Class 25 contains 212791 members 
Mstep: Class 26 contains 5688 members 
Mstep: Class 27 contains 34828 members 
Mstep: Class 28 contains 8771 members 
Mstep: Class 29 contains 192230 members 
Mstep: Class 30 contains 23439 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 12703 members 
Mstep: Class 33 contains 84876 members 
Mstep: Class 34 contains 32132 members 
Mstep: Class 35 contains 1823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225718496.000000 Penalty: 125992.203125
Iteration 46Q: 36 clusters Score -2.257185e+08 nChanged 19845
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 65437 members 
Mstep: Class 4 contains 21678 members 
Mstep: Class 5 contains 11167 members 
Mstep: Class 6 contains 13751 members 
Mstep: Class 7 contains 124192 members 
Mstep: Class 8 contains 41566 members 
Mstep: Class 9 contains 53451 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 11 contains 3685 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 198692 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 6769 members 
Mstep: Class 16 contains 236432 members 
Mstep: Class 17 contains 268276 members 
Mstep: Class 18 contains 196087 members 
Mstep: Class 19 contains 8789 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 61616 members 
Mstep: Class 22 contains 11014 members 
Mstep: Class 23 contains 3224 members 
Mstep: Class 24 contains 12761 members 
Mstep: Class 25 contains 215018 members 
Mstep: Class 26 contains 5773 members 
Mstep: Class 27 contains 34731 members 
Mstep: Class 28 contains 8795 members 
Mstep: Class 29 contains 189985 members 
Mstep: Class 30 contains 23459 members 
Mstep: Class 31 contains 9532 members 
Mstep: Class 32 contains 13311 members 
Mstep: Class 33 contains 83481 members 
Mstep: Class 34 contains 32753 members 
Mstep: Class 35 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225723232.000000 Penalty: 125992.203125
Iteration 47Q: 36 clusters Score -2.257232e+08 nChanged 18547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 1054 members 
Mstep: Class 3 contains 64552 members 
Mstep: Class 4 contains 20674 members 
Mstep: Class 5 contains 11260 members 
Mstep: Class 6 contains 13734 members 
Mstep: Class 7 contains 125279 members 
Mstep: Class 8 contains 44026 members 
Mstep: Class 9 contains 53725 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 8780 members 
Mstep: Class 13 contains 197829 members 
Mstep: Class 14 contains 14485 members 
Mstep: Class 15 contains 6829 members 
Mstep: Class 16 contains 237359 members 
Mstep: Class 17 contains 268358 members 
Mstep: Class 18 contains 195385 members 
Mstep: Class 19 contains 8887 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 58783 members 
Mstep: Class 22 contains 11099 members 
Mstep: Class 23 contains 3415 members 
Mstep: Class 24 contains 12845 members 
Mstep: Class 25 contains 216933 members 
Mstep: Class 26 contains 5846 members 
Mstep: Class 27 contains 34635 members 
Mstep: Class 28 contains 8826 members 
Mstep: Class 29 contains 187896 members 
Mstep: Class 30 contains 23472 members 
Mstep: Class 31 contains 9803 members 
Mstep: Class 32 contains 13835 members 
Mstep: Class 33 contains 82172 members 
Mstep: Class 34 contains 33304 members 
Mstep: Class 35 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225726256.000000 Penalty: 125992.203125
Iteration 48Q: 36 clusters Score -2.257263e+08 nChanged 17340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 63753 members 
Mstep: Class 4 contains 19685 members 
Mstep: Class 5 contains 11349 members 
Mstep: Class 6 contains 13684 members 
Mstep: Class 7 contains 126392 members 
Mstep: Class 8 contains 46510 members 
Mstep: Class 9 contains 54007 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 3840 members 
Mstep: Class 12 contains 8840 members 
Mstep: Class 13 contains 197084 members 
Mstep: Class 14 contains 15014 members 
Mstep: Class 15 contains 6881 members 
Mstep: Class 16 contains 238200 members 
Mstep: Class 17 contains 268615 members 
Mstep: Class 18 contains 194739 members 
Mstep: Class 19 contains 8972 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 56010 members 
Mstep: Class 22 contains 11137 members 
Mstep: Class 23 contains 3625 members 
Mstep: Class 24 contains 12895 members 
Mstep: Class 25 contains 218502 members 
Mstep: Class 26 contains 5906 members 
Mstep: Class 27 contains 34585 members 
Mstep: Class 28 contains 8843 members 
Mstep: Class 29 contains 185926 members 
Mstep: Class 30 contains 23477 members 
Mstep: Class 31 contains 10050 members 
Mstep: Class 32 contains 14241 members 
Mstep: Class 33 contains 81047 members 
Mstep: Class 34 contains 33789 members 
Mstep: Class 35 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225728624.000000 Penalty: 125992.203125
Iteration 49Q: 36 clusters Score -2.257286e+08 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1020 members 
Mstep: Class 3 contains 63036 members 
Mstep: Class 4 contains 18749 members 
Mstep: Class 5 contains 11442 members 
Mstep: Class 6 contains 13612 members 
Mstep: Class 7 contains 127395 members 
Mstep: Class 8 contains 48813 members 
Mstep: Class 9 contains 54298 members 
Mstep: Class 10 contains 5578 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 8950 members 
Mstep: Class 13 contains 196404 members 
Mstep: Class 14 contains 15519 members 
Mstep: Class 15 contains 6922 members 
Mstep: Class 16 contains 239012 members 
Mstep: Class 17 contains 268906 members 
Mstep: Class 18 contains 194108 members 
Mstep: Class 19 contains 9034 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 53471 members 
Mstep: Class 22 contains 11162 members 
Mstep: Class 23 contains 3856 members 
Mstep: Class 24 contains 12934 members 
Mstep: Class 25 contains 219816 members 
Mstep: Class 26 contains 5956 members 
Mstep: Class 27 contains 34515 members 
Mstep: Class 28 contains 8863 members 
Mstep: Class 29 contains 184160 members 
Mstep: Class 30 contains 23481 members 
Mstep: Class 31 contains 10242 members 
Mstep: Class 32 contains 14572 members 
Mstep: Class 33 contains 80118 members 
Mstep: Class 34 contains 34178 members 
Mstep: Class 35 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225731744.000000 Penalty: 125992.203125
Iteration 50Q: 36 clusters Score -2.257317e+08 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1009 members 
Mstep: Class 3 contains 62364 members 
Mstep: Class 4 contains 17921 members 
Mstep: Class 5 contains 11510 members 
Mstep: Class 6 contains 13553 members 
Mstep: Class 7 contains 128243 members 
Mstep: Class 8 contains 50910 members 
Mstep: Class 9 contains 54601 members 
Mstep: Class 10 contains 5674 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 195847 members 
Mstep: Class 14 contains 15995 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 239709 members 
Mstep: Class 17 contains 269374 members 
Mstep: Class 18 contains 193507 members 
Mstep: Class 19 contains 9083 members 
Mstep: Class 20 contains 926 members 
Mstep: Class 21 contains 51260 members 
Mstep: Class 22 contains 11170 members 
Mstep: Class 23 contains 4111 members 
Mstep: Class 24 contains 12924 members 
Mstep: Class 25 contains 220807 members 
Mstep: Class 26 contains 6015 members 
Mstep: Class 27 contains 34448 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 29 contains 182487 members 
Mstep: Class 30 contains 23494 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 14829 members 
Mstep: Class 33 contains 79270 members 
Mstep: Class 34 contains 34512 members 
Mstep: Class 35 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225735056.000000 Penalty: 125992.203125
Iteration 51Q: 36 clusters Score -2.257351e+08 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 998 members 
Mstep: Class 3 contains 61679 members 
Mstep: Class 4 contains 17218 members 
Mstep: Class 5 contains 11581 members 
Mstep: Class 6 contains 13486 members 
Mstep: Class 7 contains 128856 members 
Mstep: Class 8 contains 52662 members 
Mstep: Class 9 contains 54859 members 
Mstep: Class 10 contains 5762 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 195402 members 
Mstep: Class 14 contains 16435 members 
Mstep: Class 15 contains 6994 members 
Mstep: Class 16 contains 240278 members 
Mstep: Class 17 contains 270056 members 
Mstep: Class 18 contains 192798 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 49437 members 
Mstep: Class 22 contains 11182 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 12917 members 
Mstep: Class 25 contains 221651 members 
Mstep: Class 26 contains 6051 members 
Mstep: Class 27 contains 34389 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 180997 members 
Mstep: Class 30 contains 23498 members 
Mstep: Class 31 contains 10649 members 
Mstep: Class 32 contains 15003 members 
Mstep: Class 33 contains 78582 members 
Mstep: Class 34 contains 34830 members 
Mstep: Class 35 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225737424.000000 Penalty: 125992.203125
Iteration 52Q: 36 clusters Score -2.257374e+08 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 986 members 
Mstep: Class 3 contains 61073 members 
Mstep: Class 4 contains 16681 members 
Mstep: Class 5 contains 11635 members 
Mstep: Class 6 contains 13432 members 
Mstep: Class 7 contains 129254 members 
Mstep: Class 8 contains 53998 members 
Mstep: Class 9 contains 55119 members 
Mstep: Class 10 contains 5828 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 9281 members 
Mstep: Class 13 contains 195027 members 
Mstep: Class 14 contains 16819 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 240862 members 
Mstep: Class 17 contains 270757 members 
Mstep: Class 18 contains 192139 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 48020 members 
Mstep: Class 22 contains 11190 members 
Mstep: Class 23 contains 4565 members 
Mstep: Class 24 contains 12902 members 
Mstep: Class 25 contains 222437 members 
Mstep: Class 26 contains 6081 members 
Mstep: Class 27 contains 34356 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 179553 members 
Mstep: Class 30 contains 23505 members 
Mstep: Class 31 contains 10822 members 
Mstep: Class 32 contains 15118 members 
Mstep: Class 33 contains 77960 members 
Mstep: Class 34 contains 35152 members 
Mstep: Class 35 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225739392.000000 Penalty: 125992.203125
Iteration 53Q: 36 clusters Score -2.257394e+08 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 60510 members 
Mstep: Class 4 contains 16255 members 
Mstep: Class 5 contains 11700 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 129435 members 
Mstep: Class 8 contains 55064 members 
Mstep: Class 9 contains 55379 members 
Mstep: Class 10 contains 5891 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 9371 members 
Mstep: Class 13 contains 194752 members 
Mstep: Class 14 contains 17159 members 
Mstep: Class 15 contains 7053 members 
Mstep: Class 16 contains 241481 members 
Mstep: Class 17 contains 271473 members 
Mstep: Class 18 contains 191481 members 
Mstep: Class 19 contains 9156 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 46880 members 
Mstep: Class 22 contains 11215 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 12873 members 
Mstep: Class 25 contains 223097 members 
Mstep: Class 26 contains 6114 members 
Mstep: Class 27 contains 34347 members 
Mstep: Class 28 contains 8886 members 
Mstep: Class 29 contains 178182 members 
Mstep: Class 30 contains 23512 members 
Mstep: Class 31 contains 10984 members 
Mstep: Class 32 contains 15227 members 
Mstep: Class 33 contains 77443 members 
Mstep: Class 34 contains 35412 members 
Mstep: Class 35 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225739808.000000 Penalty: 125992.203125
Iteration 54Q: 36 clusters Score -2.257398e+08 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 60053 members 
Mstep: Class 4 contains 15904 members 
Mstep: Class 5 contains 11757 members 
Mstep: Class 6 contains 13297 members 
Mstep: Class 7 contains 129461 members 
Mstep: Class 8 contains 55882 members 
Mstep: Class 9 contains 55668 members 
Mstep: Class 10 contains 5943 members 
Mstep: Class 11 contains 4224 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 194515 members 
Mstep: Class 14 contains 17485 members 
Mstep: Class 15 contains 7084 members 
Mstep: Class 16 contains 242056 members 
Mstep: Class 17 contains 272193 members 
Mstep: Class 18 contains 190845 members 
Mstep: Class 19 contains 9175 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 45993 members 
Mstep: Class 22 contains 11234 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 12855 members 
Mstep: Class 25 contains 223641 members 
Mstep: Class 26 contains 6126 members 
Mstep: Class 27 contains 34356 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 176896 members 
Mstep: Class 30 contains 23497 members 
Mstep: Class 31 contains 11125 members 
Mstep: Class 32 contains 15293 members 
Mstep: Class 33 contains 77025 members 
Mstep: Class 34 contains 35661 members 
Mstep: Class 35 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225740992.000000 Penalty: 125992.203125
Iteration 55Q: 36 clusters Score -2.25741e+08 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 59701 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 11803 members 
Mstep: Class 6 contains 13235 members 
Mstep: Class 7 contains 129429 members 
Mstep: Class 8 contains 56543 members 
Mstep: Class 9 contains 55937 members 
Mstep: Class 10 contains 5975 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 12 contains 9596 members 
Mstep: Class 13 contains 194390 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 242651 members 
Mstep: Class 17 contains 272846 members 
Mstep: Class 18 contains 190204 members 
Mstep: Class 19 contains 9185 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 45275 members 
Mstep: Class 22 contains 11256 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 12823 members 
Mstep: Class 25 contains 224131 members 
Mstep: Class 26 contains 6142 members 
Mstep: Class 27 contains 34366 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 175640 members 
Mstep: Class 30 contains 23483 members 
Mstep: Class 31 contains 11243 members 
Mstep: Class 32 contains 15370 members 
Mstep: Class 33 contains 76641 members 
Mstep: Class 34 contains 35836 members 
Mstep: Class 35 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225743120.000000 Penalty: 125992.203125
Iteration 56Q: 36 clusters Score -2.257431e+08 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 59368 members 
Mstep: Class 4 contains 15383 members 
Mstep: Class 5 contains 11847 members 
Mstep: Class 6 contains 13163 members 
Mstep: Class 7 contains 129345 members 
Mstep: Class 8 contains 57079 members 
Mstep: Class 9 contains 56189 members 
Mstep: Class 10 contains 5995 members 
Mstep: Class 11 contains 4332 members 
Mstep: Class 12 contains 9699 members 
Mstep: Class 13 contains 194276 members 
Mstep: Class 14 contains 18130 members 
Mstep: Class 15 contains 7126 members 
Mstep: Class 16 contains 243111 members 
Mstep: Class 17 contains 273398 members 
Mstep: Class 18 contains 189648 members 
Mstep: Class 19 contains 9193 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 44725 members 
Mstep: Class 22 contains 11273 members 
Mstep: Class 23 contains 5101 members 
Mstep: Class 24 contains 12798 members 
Mstep: Class 25 contains 224595 members 
Mstep: Class 26 contains 6151 members 
Mstep: Class 27 contains 34369 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 29 contains 174548 members 
Mstep: Class 30 contains 23481 members 
Mstep: Class 31 contains 11373 members 
Mstep: Class 32 contains 15431 members 
Mstep: Class 33 contains 76296 members 
Mstep: Class 34 contains 36020 members 
Mstep: Class 35 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225743984.000000 Penalty: 125992.203125
Iteration 57Q: 36 clusters Score -2.25744e+08 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 59054 members 
Mstep: Class 4 contains 15152 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 13101 members 
Mstep: Class 7 contains 129283 members 
Mstep: Class 8 contains 57504 members 
Mstep: Class 9 contains 56419 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 9788 members 
Mstep: Class 13 contains 194177 members 
Mstep: Class 14 contains 18347 members 
Mstep: Class 15 contains 7147 members 
Mstep: Class 16 contains 243562 members 
Mstep: Class 17 contains 273827 members 
Mstep: Class 18 contains 189251 members 
Mstep: Class 19 contains 9202 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 44257 members 
Mstep: Class 22 contains 11283 members 
Mstep: Class 23 contains 5195 members 
Mstep: Class 24 contains 12792 members 
Mstep: Class 25 contains 225039 members 
Mstep: Class 26 contains 6167 members 
Mstep: Class 27 contains 34399 members 
Mstep: Class 28 contains 8870 members 
Mstep: Class 29 contains 173604 members 
Mstep: Class 30 contains 23480 members 
Mstep: Class 31 contains 11464 members 
Mstep: Class 32 contains 15446 members 
Mstep: Class 33 contains 75979 members 
Mstep: Class 34 contains 36194 members 
Mstep: Class 35 contains 2746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225744640.000000 Penalty: 125992.203125
Iteration 58Q: 36 clusters Score -2.257446e+08 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 58729 members 
Mstep: Class 4 contains 14961 members 
Mstep: Class 5 contains 11910 members 
Mstep: Class 6 contains 13046 members 
Mstep: Class 7 contains 129189 members 
Mstep: Class 8 contains 57832 members 
Mstep: Class 9 contains 56650 members 
Mstep: Class 10 contains 6036 members 
Mstep: Class 11 contains 4448 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 194097 members 
Mstep: Class 14 contains 18534 members 
Mstep: Class 15 contains 7159 members 
Mstep: Class 16 contains 243943 members 
Mstep: Class 17 contains 274248 members 
Mstep: Class 18 contains 188896 members 
Mstep: Class 19 contains 9217 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 43882 members 
Mstep: Class 22 contains 11303 members 
Mstep: Class 23 contains 5286 members 
Mstep: Class 24 contains 12790 members 
Mstep: Class 25 contains 225404 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 34408 members 
Mstep: Class 28 contains 8871 members 
Mstep: Class 29 contains 172752 members 
Mstep: Class 30 contains 23483 members 
Mstep: Class 31 contains 11565 members 
Mstep: Class 32 contains 15447 members 
Mstep: Class 33 contains 75734 members 
Mstep: Class 34 contains 36351 members 
Mstep: Class 35 contains 2782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225745424.000000 Penalty: 125992.203125
Iteration 59Q: 36 clusters Score -2.257454e+08 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 1668 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 58434 members 
Mstep: Class 4 contains 14818 members 
Mstep: Class 5 contains 11954 members 
Mstep: Class 6 contains 12995 members 
Mstep: Class 7 contains 129040 members 
Mstep: Class 8 contains 58117 members 
Mstep: Class 9 contains 56866 members 
Mstep: Class 10 contains 6044 members 
Mstep: Class 11 contains 4487 members 
Mstep: Class 12 contains 9950 members 
Mstep: Class 13 contains 194053 members 
Mstep: Class 14 contains 18691 members 
Mstep: Class 15 contains 7168 members 
Mstep: Class 16 contains 244305 members 
Mstep: Class 17 contains 274605 members 
Mstep: Class 18 contains 188574 members 
Mstep: Class 19 contains 9226 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 43572 members 
Mstep: Class 22 contains 11322 members 
Mstep: Class 23 contains 5350 members 
Mstep: Class 24 contains 12761 members 
Mstep: Class 25 contains 225755 members 
Mstep: Class 26 contains 6189 members 
Mstep: Class 27 contains 34430 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 29 contains 171944 members 
Mstep: Class 30 contains 23478 members 
Mstep: Class 31 contains 11643 members 
Mstep: Class 32 contains 15467 members 
Mstep: Class 33 contains 75513 members 
Mstep: Class 34 contains 36532 members 
Mstep: Class 35 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225812352.000000 Penalty: 125992.203125
Iteration 60F: 36 clusters Score -2.258124e+08 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 588 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1818 members 
Mstep: Class 3 contains 57992 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 5 contains 12001 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 128920 members 
Mstep: Class 8 contains 58784 members 
Mstep: Class 9 contains 56991 members 
Mstep: Class 10 contains 6532 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 10039 members 
Mstep: Class 13 contains 193851 members 
Mstep: Class 14 contains 18837 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 16 contains 244576 members 
Mstep: Class 17 contains 274445 members 
Mstep: Class 18 contains 188288 members 
Mstep: Class 19 contains 9222 members 
Mstep: Class 20 contains 1128 members 
Mstep: Class 21 contains 42875 members 
Mstep: Class 22 contains 11339 members 
Mstep: Class 23 contains 5415 members 
Mstep: Class 24 contains 12751 members 
Mstep: Class 25 contains 226081 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 34443 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 171120 members 
Mstep: Class 30 contains 23467 members 
Mstep: Class 31 contains 11843 members 
Mstep: Class 32 contains 15881 members 
Mstep: Class 33 contains 75285 members 
Mstep: Class 34 contains 36649 members 
Mstep: Class 35 contains 2929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225856608.000000 Penalty: 125992.203125
Iteration 61Q: 36 clusters Score -2.258566e+08 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 1483 members 
Mstep: Class 3 contains 57654 members 
Mstep: Class 4 contains 14604 members 
Mstep: Class 5 contains 12046 members 
Mstep: Class 6 contains 12850 members 
Mstep: Class 7 contains 128786 members 
Mstep: Class 8 contains 59219 members 
Mstep: Class 9 contains 57138 members 
Mstep: Class 10 contains 6871 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 10132 members 
Mstep: Class 13 contains 193660 members 
Mstep: Class 14 contains 18995 members 
Mstep: Class 15 contains 7181 members 
Mstep: Class 16 contains 244860 members 
Mstep: Class 17 contains 274219 members 
Mstep: Class 18 contains 188188 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 42464 members 
Mstep: Class 22 contains 11459 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 12749 members 
Mstep: Class 25 contains 226355 members 
Mstep: Class 26 contains 6201 members 
Mstep: Class 27 contains 34450 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 29 contains 170244 members 
Mstep: Class 30 contains 23467 members 
Mstep: Class 31 contains 12012 members 
Mstep: Class 32 contains 16269 members 
Mstep: Class 33 contains 75063 members 
Mstep: Class 34 contains 36820 members 
Mstep: Class 35 contains 3009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225857744.000000 Penalty: 125992.203125
Iteration 62Q: 36 clusters Score -2.258577e+08 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1335 members 
Mstep: Class 3 contains 57259 members 
Mstep: Class 4 contains 14523 members 
Mstep: Class 5 contains 12095 members 
Mstep: Class 6 contains 12782 members 
Mstep: Class 7 contains 128618 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 57319 members 
Mstep: Class 10 contains 7105 members 
Mstep: Class 11 contains 4716 members 
Mstep: Class 12 contains 10237 members 
Mstep: Class 13 contains 193486 members 
Mstep: Class 14 contains 19149 members 
Mstep: Class 15 contains 7192 members 
Mstep: Class 16 contains 245187 members 
Mstep: Class 17 contains 274045 members 
Mstep: Class 18 contains 188110 members 
Mstep: Class 19 contains 9294 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 42171 members 
Mstep: Class 22 contains 11521 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 12747 members 
Mstep: Class 25 contains 226647 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 34455 members 
Mstep: Class 28 contains 8876 members 
Mstep: Class 29 contains 169443 members 
Mstep: Class 30 contains 23467 members 
Mstep: Class 31 contains 12174 members 
Mstep: Class 32 contains 16629 members 
Mstep: Class 33 contains 74814 members 
Mstep: Class 34 contains 36935 members 
Mstep: Class 35 contains 3117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225859296.000000 Penalty: 125992.203125
Iteration 63Q: 36 clusters Score -2.258593e+08 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1264 members 
Mstep: Class 3 contains 56911 members 
Mstep: Class 4 contains 14433 members 
Mstep: Class 5 contains 12141 members 
Mstep: Class 6 contains 12704 members 
Mstep: Class 7 contains 128449 members 
Mstep: Class 8 contains 59624 members 
Mstep: Class 9 contains 57500 members 
Mstep: Class 10 contains 7290 members 
Mstep: Class 11 contains 4779 members 
Mstep: Class 12 contains 10336 members 
Mstep: Class 13 contains 193317 members 
Mstep: Class 14 contains 19291 members 
Mstep: Class 15 contains 7202 members 
Mstep: Class 16 contains 245488 members 
Mstep: Class 17 contains 273863 members 
Mstep: Class 18 contains 188177 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41960 members 
Mstep: Class 22 contains 11541 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 12728 members 
Mstep: Class 25 contains 226886 members 
Mstep: Class 26 contains 6206 members 
Mstep: Class 27 contains 34459 members 
Mstep: Class 28 contains 8881 members 
Mstep: Class 29 contains 168751 members 
Mstep: Class 30 contains 23466 members 
Mstep: Class 31 contains 12308 members 
Mstep: Class 32 contains 16893 members 
Mstep: Class 33 contains 74620 members 
Mstep: Class 34 contains 37016 members 
Mstep: Class 35 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225858752.000000 Penalty: 125992.203125
Iteration 64Q: 36 clusters Score -2.258588e+08 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 56567 members 
Mstep: Class 4 contains 14343 members 
Mstep: Class 5 contains 12196 members 
Mstep: Class 6 contains 12643 members 
Mstep: Class 7 contains 128309 members 
Mstep: Class 8 contains 59715 members 
Mstep: Class 9 contains 57645 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 10429 members 
Mstep: Class 13 contains 193143 members 
Mstep: Class 14 contains 19424 members 
Mstep: Class 15 contains 7212 members 
Mstep: Class 16 contains 245800 members 
Mstep: Class 17 contains 273677 members 
Mstep: Class 18 contains 188277 members 
Mstep: Class 19 contains 9303 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41807 members 
Mstep: Class 22 contains 11573 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 12729 members 
Mstep: Class 25 contains 227064 members 
Mstep: Class 26 contains 6215 members 
Mstep: Class 27 contains 34483 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 168089 members 
Mstep: Class 30 contains 23479 members 
Mstep: Class 31 contains 12423 members 
Mstep: Class 32 contains 17140 members 
Mstep: Class 33 contains 74466 members 
Mstep: Class 34 contains 37080 members 
Mstep: Class 35 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225859552.000000 Penalty: 125992.203125
Iteration 65Q: 36 clusters Score -2.258596e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 56267 members 
Mstep: Class 4 contains 14268 members 
Mstep: Class 5 contains 12264 members 
Mstep: Class 6 contains 12575 members 
Mstep: Class 7 contains 128152 members 
Mstep: Class 8 contains 59780 members 
Mstep: Class 9 contains 57775 members 
Mstep: Class 10 contains 7558 members 
Mstep: Class 11 contains 4888 members 
Mstep: Class 12 contains 10533 members 
Mstep: Class 13 contains 192947 members 
Mstep: Class 14 contains 19555 members 
Mstep: Class 15 contains 7220 members 
Mstep: Class 16 contains 246084 members 
Mstep: Class 17 contains 273472 members 
Mstep: Class 18 contains 188401 members 
Mstep: Class 19 contains 9300 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41701 members 
Mstep: Class 22 contains 11594 members 
Mstep: Class 23 contains 5708 members 
Mstep: Class 24 contains 12718 members 
Mstep: Class 25 contains 227272 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 34516 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 167456 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 12567 members 
Mstep: Class 32 contains 17372 members 
Mstep: Class 33 contains 74308 members 
Mstep: Class 34 contains 37129 members 
Mstep: Class 35 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225860464.000000 Penalty: 125992.203125
Iteration 66Q: 36 clusters Score -2.258605e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 55991 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 12333 members 
Mstep: Class 6 contains 12510 members 
Mstep: Class 7 contains 127996 members 
Mstep: Class 8 contains 59843 members 
Mstep: Class 9 contains 57887 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 4948 members 
Mstep: Class 12 contains 10637 members 
Mstep: Class 13 contains 192773 members 
Mstep: Class 14 contains 19672 members 
Mstep: Class 15 contains 7223 members 
Mstep: Class 16 contains 246411 members 
Mstep: Class 17 contains 273215 members 
Mstep: Class 18 contains 188536 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41625 members 
Mstep: Class 22 contains 11605 members 
Mstep: Class 23 contains 5753 members 
Mstep: Class 24 contains 12709 members 
Mstep: Class 25 contains 227456 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 34536 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 166822 members 
Mstep: Class 30 contains 23508 members 
Mstep: Class 31 contains 12721 members 
Mstep: Class 32 contains 17600 members 
Mstep: Class 33 contains 74175 members 
Mstep: Class 34 contains 37148 members 
Mstep: Class 35 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225860816.000000 Penalty: 125992.203125
Iteration 67Q: 36 clusters Score -2.258608e+08 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 55735 members 
Mstep: Class 4 contains 14145 members 
Mstep: Class 5 contains 12402 members 
Mstep: Class 6 contains 12448 members 
Mstep: Class 7 contains 127860 members 
Mstep: Class 8 contains 59895 members 
Mstep: Class 9 contains 57973 members 
Mstep: Class 10 contains 7727 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 10750 members 
Mstep: Class 13 contains 192657 members 
Mstep: Class 14 contains 19778 members 
Mstep: Class 15 contains 7230 members 
Mstep: Class 16 contains 246725 members 
Mstep: Class 17 contains 272929 members 
Mstep: Class 18 contains 188683 members 
Mstep: Class 19 contains 9281 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41566 members 
Mstep: Class 22 contains 11617 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 12694 members 
Mstep: Class 25 contains 227607 members 
Mstep: Class 26 contains 6232 members 
Mstep: Class 27 contains 34561 members 
Mstep: Class 28 contains 8893 members 
Mstep: Class 29 contains 166198 members 
Mstep: Class 30 contains 23513 members 
Mstep: Class 31 contains 12873 members 
Mstep: Class 32 contains 17826 members 
Mstep: Class 33 contains 74061 members 
Mstep: Class 34 contains 37138 members 
Mstep: Class 35 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225861120.000000 Penalty: 125992.203125
Iteration 68Q: 36 clusters Score -2.258611e+08 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 55506 members 
Mstep: Class 4 contains 14077 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 12402 members 
Mstep: Class 7 contains 127724 members 
Mstep: Class 8 contains 59934 members 
Mstep: Class 9 contains 58037 members 
Mstep: Class 10 contains 7789 members 
Mstep: Class 11 contains 5096 members 
Mstep: Class 12 contains 10839 members 
Mstep: Class 13 contains 192525 members 
Mstep: Class 14 contains 19877 members 
Mstep: Class 15 contains 7234 members 
Mstep: Class 16 contains 247032 members 
Mstep: Class 17 contains 272681 members 
Mstep: Class 18 contains 188856 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41516 members 
Mstep: Class 22 contains 11637 members 
Mstep: Class 23 contains 5827 members 
Mstep: Class 24 contains 12692 members 
Mstep: Class 25 contains 227754 members 
Mstep: Class 26 contains 6238 members 
Mstep: Class 27 contains 34582 members 
Mstep: Class 28 contains 8894 members 
Mstep: Class 29 contains 165617 members 
Mstep: Class 30 contains 23525 members 
Mstep: Class 31 contains 13019 members 
Mstep: Class 32 contains 18001 members 
Mstep: Class 33 contains 73932 members 
Mstep: Class 34 contains 37115 members 
Mstep: Class 35 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225861024.000000 Penalty: 125992.203125
Iteration 69Q: 36 clusters Score -2.25861e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 55282 members 
Mstep: Class 4 contains 14005 members 
Mstep: Class 5 contains 12548 members 
Mstep: Class 6 contains 12364 members 
Mstep: Class 7 contains 127588 members 
Mstep: Class 8 contains 59953 members 
Mstep: Class 9 contains 58095 members 
Mstep: Class 10 contains 7843 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 192426 members 
Mstep: Class 14 contains 19970 members 
Mstep: Class 15 contains 7238 members 
Mstep: Class 16 contains 247315 members 
Mstep: Class 17 contains 272403 members 
Mstep: Class 18 contains 189102 members 
Mstep: Class 19 contains 9259 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41489 members 
Mstep: Class 22 contains 11661 members 
Mstep: Class 23 contains 5876 members 
Mstep: Class 24 contains 12677 members 
Mstep: Class 25 contains 227851 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 34610 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 165074 members 
Mstep: Class 30 contains 23528 members 
Mstep: Class 31 contains 13186 members 
Mstep: Class 32 contains 18138 members 
Mstep: Class 33 contains 73822 members 
Mstep: Class 34 contains 37084 members 
Mstep: Class 35 contains 3815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225860832.000000 Penalty: 125992.203125
Iteration 70Q: 36 clusters Score -2.258608e+08 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 55055 members 
Mstep: Class 4 contains 13940 members 
Mstep: Class 5 contains 12612 members 
Mstep: Class 6 contains 12343 members 
Mstep: Class 7 contains 127466 members 
Mstep: Class 8 contains 59972 members 
Mstep: Class 9 contains 58148 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 5266 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 192366 members 
Mstep: Class 14 contains 20072 members 
Mstep: Class 15 contains 7240 members 
Mstep: Class 16 contains 247548 members 
Mstep: Class 17 contains 272103 members 
Mstep: Class 18 contains 189363 members 
Mstep: Class 19 contains 9246 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41468 members 
Mstep: Class 22 contains 11682 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 12672 members 
Mstep: Class 25 contains 227933 members 
Mstep: Class 26 contains 6245 members 
Mstep: Class 27 contains 34658 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 164591 members 
Mstep: Class 30 contains 23532 members 
Mstep: Class 31 contains 13357 members 
Mstep: Class 32 contains 18249 members 
Mstep: Class 33 contains 73720 members 
Mstep: Class 34 contains 37022 members 
Mstep: Class 35 contains 3906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225861072.000000 Penalty: 125992.203125
Iteration 71Q: 36 clusters Score -2.258611e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 54841 members 
Mstep: Class 4 contains 13881 members 
Mstep: Class 5 contains 12675 members 
Mstep: Class 6 contains 12320 members 
Mstep: Class 7 contains 127322 members 
Mstep: Class 8 contains 59992 members 
Mstep: Class 9 contains 58214 members 
Mstep: Class 10 contains 7894 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 12 contains 11038 members 
Mstep: Class 13 contains 192309 members 
Mstep: Class 14 contains 20156 members 
Mstep: Class 15 contains 7242 members 
Mstep: Class 16 contains 247707 members 
Mstep: Class 17 contains 271869 members 
Mstep: Class 18 contains 189626 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41455 members 
Mstep: Class 22 contains 11708 members 
Mstep: Class 23 contains 5947 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 227992 members 
Mstep: Class 26 contains 6255 members 
Mstep: Class 27 contains 34698 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 29 contains 164188 members 
Mstep: Class 30 contains 23534 members 
Mstep: Class 31 contains 13508 members 
Mstep: Class 32 contains 18319 members 
Mstep: Class 33 contains 73625 members 
Mstep: Class 34 contains 36999 members 
Mstep: Class 35 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225861008.000000 Penalty: 125992.203125
Iteration 72Q: 36 clusters Score -2.25861e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 54667 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 12743 members 
Mstep: Class 6 contains 12297 members 
Mstep: Class 7 contains 127190 members 
Mstep: Class 8 contains 60004 members 
Mstep: Class 9 contains 58282 members 
Mstep: Class 10 contains 7920 members 
Mstep: Class 11 contains 5423 members 
Mstep: Class 12 contains 11098 members 
Mstep: Class 13 contains 192279 members 
Mstep: Class 14 contains 20240 members 
Mstep: Class 15 contains 7246 members 
Mstep: Class 16 contains 247856 members 
Mstep: Class 17 contains 271654 members 
Mstep: Class 18 contains 189850 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41436 members 
Mstep: Class 22 contains 11720 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 12645 members 
Mstep: Class 25 contains 228053 members 
Mstep: Class 26 contains 6262 members 
Mstep: Class 27 contains 34735 members 
Mstep: Class 28 contains 8887 members 
Mstep: Class 29 contains 163794 members 
Mstep: Class 30 contains 23532 members 
Mstep: Class 31 contains 13657 members 
Mstep: Class 32 contains 18383 members 
Mstep: Class 33 contains 73532 members 
Mstep: Class 34 contains 36968 members 
Mstep: Class 35 contains 4050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225860624.000000 Penalty: 125992.203125
Iteration 73Q: 36 clusters Score -2.258606e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 54508 members 
Mstep: Class 4 contains 13779 members 
Mstep: Class 5 contains 12805 members 
Mstep: Class 6 contains 12275 members 
Mstep: Class 7 contains 127064 members 
Mstep: Class 8 contains 60010 members 
Mstep: Class 9 contains 58351 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 5481 members 
Mstep: Class 12 contains 11151 members 
Mstep: Class 13 contains 192252 members 
Mstep: Class 14 contains 20305 members 
Mstep: Class 15 contains 7245 members 
Mstep: Class 16 contains 247979 members 
Mstep: Class 17 contains 271461 members 
Mstep: Class 18 contains 190075 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41415 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 12644 members 
Mstep: Class 25 contains 228114 members 
Mstep: Class 26 contains 6266 members 
Mstep: Class 27 contains 34769 members 
Mstep: Class 28 contains 8888 members 
Mstep: Class 29 contains 163436 members 
Mstep: Class 30 contains 23537 members 
Mstep: Class 31 contains 13801 members 
Mstep: Class 32 contains 18452 members 
Mstep: Class 33 contains 73435 members 
Mstep: Class 34 contains 36925 members 
Mstep: Class 35 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225860976.000000 Penalty: 125992.203125
Iteration 74Q: 36 clusters Score -2.25861e+08 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 54339 members 
Mstep: Class 4 contains 13741 members 
Mstep: Class 5 contains 12870 members 
Mstep: Class 6 contains 12262 members 
Mstep: Class 7 contains 126932 members 
Mstep: Class 8 contains 60021 members 
Mstep: Class 9 contains 58413 members 
Mstep: Class 10 contains 7948 members 
Mstep: Class 11 contains 5546 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 192211 members 
Mstep: Class 14 contains 20376 members 
Mstep: Class 15 contains 7247 members 
Mstep: Class 16 contains 248128 members 
Mstep: Class 17 contains 271244 members 
Mstep: Class 18 contains 190329 members 
Mstep: Class 19 contains 9225 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41407 members 
Mstep: Class 22 contains 11736 members 
Mstep: Class 23 contains 6010 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 228160 members 
Mstep: Class 26 contains 6265 members 
Mstep: Class 27 contains 34794 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 163080 members 
Mstep: Class 30 contains 23543 members 
Mstep: Class 31 contains 13959 members 
Mstep: Class 32 contains 18481 members 
Mstep: Class 33 contains 73361 members 
Mstep: Class 34 contains 36882 members 
Mstep: Class 35 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225860912.000000 Penalty: 125992.203125
Iteration 75Q: 36 clusters Score -2.258609e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 556 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 54190 members 
Mstep: Class 4 contains 13699 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 12233 members 
Mstep: Class 7 contains 126837 members 
Mstep: Class 8 contains 60029 members 
Mstep: Class 9 contains 58475 members 
Mstep: Class 10 contains 7950 members 
Mstep: Class 11 contains 5614 members 
Mstep: Class 12 contains 11232 members 
Mstep: Class 13 contains 192188 members 
Mstep: Class 14 contains 20440 members 
Mstep: Class 15 contains 7252 members 
Mstep: Class 16 contains 248269 members 
Mstep: Class 17 contains 271066 members 
Mstep: Class 18 contains 190539 members 
Mstep: Class 19 contains 9217 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41396 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 6047 members 
Mstep: Class 24 contains 12650 members 
Mstep: Class 25 contains 228213 members 
Mstep: Class 26 contains 6265 members 
Mstep: Class 27 contains 34834 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 29 contains 162714 members 
Mstep: Class 30 contains 23535 members 
Mstep: Class 31 contains 14094 members 
Mstep: Class 32 contains 18523 members 
Mstep: Class 33 contains 73292 members 
Mstep: Class 34 contains 36818 members 
Mstep: Class 35 contains 4289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225860832.000000 Penalty: 125992.203125
Iteration 76Q: 36 clusters Score -2.258608e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 54044 members 
Mstep: Class 4 contains 13653 members 
Mstep: Class 5 contains 12986 members 
Mstep: Class 6 contains 12222 members 
Mstep: Class 7 contains 126741 members 
Mstep: Class 8 contains 60039 members 
Mstep: Class 9 contains 58552 members 
Mstep: Class 10 contains 7949 members 
Mstep: Class 11 contains 5675 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 192173 members 
Mstep: Class 14 contains 20507 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 248399 members 
Mstep: Class 17 contains 270961 members 
Mstep: Class 18 contains 190702 members 
Mstep: Class 19 contains 9206 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 41388 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 12652 members 
Mstep: Class 25 contains 228219 members 
Mstep: Class 26 contains 6267 members 
Mstep: Class 27 contains 34876 members 
Mstep: Class 28 contains 8894 members 
Mstep: Class 29 contains 162357 members 
Mstep: Class 30 contains 23520 members 
Mstep: Class 31 contains 14230 members 
Mstep: Class 32 contains 18551 members 
Mstep: Class 33 contains 73220 members 
Mstep: Class 34 contains 36761 members 
Mstep: Class 35 contains 4363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225861168.000000 Penalty: 125992.203125
Iteration 77Q: 36 clusters Score -2.258612e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 53891 members 
Mstep: Class 4 contains 13610 members 
Mstep: Class 5 contains 13044 members 
Mstep: Class 6 contains 12213 members 
Mstep: Class 7 contains 126621 members 
Mstep: Class 8 contains 60040 members 
Mstep: Class 9 contains 58625 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 5730 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 192143 members 
Mstep: Class 14 contains 20546 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 248554 members 
Mstep: Class 17 contains 270846 members 
Mstep: Class 18 contains 190883 members 
Mstep: Class 19 contains 9199 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41373 members 
Mstep: Class 22 contains 11754 members 
Mstep: Class 23 contains 6117 members 
Mstep: Class 24 contains 12656 members 
Mstep: Class 25 contains 228261 members 
Mstep: Class 26 contains 6267 members 
Mstep: Class 27 contains 34924 members 
Mstep: Class 28 contains 8892 members 
Mstep: Class 29 contains 162033 members 
Mstep: Class 30 contains 23507 members 
Mstep: Class 31 contains 14337 members 
Mstep: Class 32 contains 18577 members 
Mstep: Class 33 contains 73152 members 
Mstep: Class 34 contains 36725 members 
Mstep: Class 35 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225861168.000000 Penalty: 125992.203125
Iteration 78Q: 36 clusters Score -2.258612e+08 nChanged 2256
Entering ConstructFrom: 
Score: -225861168.000000 Penalty: 125992.203125
Entering ConstructFrom: 
Trying to split cluster 1 (24793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Entering Unmasked Estep 
Score: -2782906.250000 Penalty: 2509.342529
	Iteration 0F: 2 clusters Score -2782906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2765817.250000 Penalty: 5018.685059
	Iteration 0F: 3 clusters Score -2765817 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2771910.750000 Penalty: 5018.685059
	Iteration 1F: 3 clusters Score -2771911 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2773095.500000 Penalty: 5018.685059
	Iteration 2F: 3 clusters Score -2773096 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2774820.250000 Penalty: 5018.685059
	Iteration 3F: 3 clusters Score -2774820 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2776959.250000 Penalty: 5018.685059
	Iteration 4F: 3 clusters Score -2776959 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2778938.500000 Penalty: 5018.685059
	Iteration 5F: 3 clusters Score -2778938 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2780264.500000 Penalty: 5018.685059
	Iteration 6F: 3 clusters Score -2780264 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2781138.000000 Penalty: 5018.685059
	Iteration 7F: 3 clusters Score -2781138 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2781635.750000 Penalty: 5018.685059
	Iteration 8Q: 3 clusters Score -2781636 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -2781926.500000 Penalty: 5018.685059
	Iteration 9Q: 3 clusters Score -2781926 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2782079.000000 Penalty: 5018.685059
	Iteration 10Q: 3 clusters Score -2782079 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2782183.750000 Penalty: 5018.685059
	Iteration 11Q: 3 clusters Score -2782184 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2782244.750000 Penalty: 5018.685059
	Iteration 12Q: 3 clusters Score -2782245 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2782277.250000 Penalty: 5018.685059
	Iteration 13Q: 3 clusters Score -2782277 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2782315.000000 Penalty: 5018.685059
	Iteration 14Q: 3 clusters Score -2782315 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -2782351.000000 Penalty: 5018.685059
	Iteration 15Q: 3 clusters Score -2782351 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2782371.000000 Penalty: 5018.685059
	Iteration 16Q: 3 clusters Score -2782371 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2782394.750000 Penalty: 5018.685059
	Iteration 17Q: 3 clusters Score -2782395 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2782413.500000 Penalty: 5018.685059
	Iteration 18Q: 3 clusters Score -2782414 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2782434.250000 Penalty: 5018.685059
	Iteration 19Q: 3 clusters Score -2782434 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -2782461.250000 Penalty: 5018.685059
	Iteration 20F: 3 clusters Score -2782461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2782470.750000 Penalty: 5018.685059
	Iteration 21Q: 3 clusters Score -2782471 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2782491.250000 Penalty: 5018.685059
	Iteration 22Q: 3 clusters Score -2782491 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2782506.750000 Penalty: 5018.685059
	Iteration 23Q: 3 clusters Score -2782507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2782529.750000 Penalty: 5018.685059
	Iteration 24Q: 3 clusters Score -2782530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2782533.750000 Penalty: 5018.685059
	Iteration 25Q: 3 clusters Score -2782534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2782535.000000 Penalty: 5018.685059
	Iteration 26Q: 3 clusters Score -2782535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2782536.500000 Penalty: 5018.685059
	Iteration 27Q: 3 clusters Score -2782536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2782546.750000 Penalty: 5018.685059
	Iteration 28Q: 3 clusters Score -2782547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2782552.250000 Penalty: 5018.685059
	Iteration 29Q: 3 clusters Score -2782552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2782556.750000 Penalty: 5018.685059
	Iteration 30Q: 3 clusters Score -2782557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2782569.750000 Penalty: 5018.685059
	Iteration 31Q: 3 clusters Score -2782570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2782576.250000 Penalty: 5018.685059
	Iteration 32Q: 3 clusters Score -2782576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2782572.500000 Penalty: 5018.685059
	Iteration 33Q: 3 clusters Score -2782572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2782574.250000 Penalty: 5018.685059
	Iteration 34Q: 3 clusters Score -2782574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2782583.500000 Penalty: 5018.685059
	Iteration 35Q: 3 clusters Score -2782584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -2782591.250000 Penalty: 5018.685059
	Iteration 36Q: 3 clusters Score -2782591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2782597.500000 Penalty: 5018.685059
	Iteration 37Q: 3 clusters Score -2782598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2782598.000000 Penalty: 5018.685059
	Iteration 38Q: 3 clusters Score -2782598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -2782596.250000 Penalty: 5018.685059
	Iteration 39Q: 3 clusters Score -2782596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2782600.250000 Penalty: 5018.685059
	Iteration 40F: 3 clusters Score -2782600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -2782603.750000 Penalty: 5018.685059
	Iteration 41Q: 3 clusters Score -2782604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2782610.000000 Penalty: 5018.685059
	Iteration 42Q: 3 clusters Score -2782610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2782609.250000 Penalty: 5018.685059
	Iteration 43Q: 3 clusters Score -2782609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2782604.500000 Penalty: 5018.685059
	Iteration 44Q: 3 clusters Score -2782604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2782606.500000 Penalty: 5018.685059
	Iteration 45Q: 3 clusters Score -2782606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2782606.000000 Penalty: 5018.685059
	Iteration 46Q: 3 clusters Score -2782606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2782607.250000 Penalty: 5018.685059
	Iteration 47Q: 3 clusters Score -2782607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2782613.000000 Penalty: 5018.685059
	Iteration 48Q: 3 clusters Score -2782613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2782614.250000 Penalty: 5018.685059
	Iteration 49Q: 3 clusters Score -2782614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -2782616.000000 Penalty: 5018.685059
	Iteration 50Q: 3 clusters Score -2782616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2782619.250000 Penalty: 5018.685059
	Iteration 51Q: 3 clusters Score -2782619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2782621.000000 Penalty: 5018.685059
	Iteration 52Q: 3 clusters Score -2782621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2782629.500000 Penalty: 5018.685059
	Iteration 53Q: 3 clusters Score -2782630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2782627.500000 Penalty: 5018.685059
	Iteration 54Q: 3 clusters Score -2782628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -2782629.000000 Penalty: 5018.685059
	Iteration 55Q: 3 clusters Score -2782629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2782631.250000 Penalty: 5018.685059
	Iteration 56Q: 3 clusters Score -2782631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2782637.000000 Penalty: 5018.685059
	Iteration 57Q: 3 clusters Score -2782637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2782644.250000 Penalty: 5018.685059
	Iteration 58Q: 3 clusters Score -2782644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -2782640.000000 Penalty: 5018.685059
	Iteration 59Q: 3 clusters Score -2782640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2782640.750000 Penalty: 5018.685059
	Iteration 60F: 3 clusters Score -2782641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2782642.500000 Penalty: 5018.685059
	Iteration 61Q: 3 clusters Score -2782642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2782646.250000 Penalty: 5018.685059
	Iteration 62Q: 3 clusters Score -2782646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -2782645.500000 Penalty: 5018.685059
	Iteration 63Q: 3 clusters Score -2782646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2782648.750000 Penalty: 5018.685059
	Iteration 64Q: 3 clusters Score -2782649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2782650.000000 Penalty: 5018.685059
	Iteration 65Q: 3 clusters Score -2782650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2782647.000000 Penalty: 5018.685059
	Iteration 66Q: 3 clusters Score -2782647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2782645.250000 Penalty: 5018.685059
	Iteration 67Q: 3 clusters Score -2782645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2782644.500000 Penalty: 5018.685059
	Iteration 68Q: 3 clusters Score -2782644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2782643.750000 Penalty: 5018.685059
	Iteration 69Q: 3 clusters Score -2782644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2782643.750000 Penalty: 5018.685059
	Iteration 70F: 3 clusters Score -2782644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -125056.617188 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -125056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123003.257812 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -123003.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -123737.726562 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -123737.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -124187.781250 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -124187.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124643.343750 Penalty: 3527.310059
	Iteration 3F: 3 clusters Score -124643.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125293.671875 Penalty: 3527.310059
	Iteration 4F: 3 clusters Score -125293.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -126048.742188 Penalty: 3527.310059
	Iteration 5F: 3 clusters Score -126048.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -126300.820312 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -126300.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126427.171875 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -126427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -126454.140625 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -126454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126471.429688 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -126471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126476.843750 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -126476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126481.968750 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -126482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126481.968750 Penalty: 3527.310059
	Iteration 12F: 3 clusters Score -126482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 512 members 
Mstep: Class 3 contains 53728 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 192117 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 248699 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 714 members 
Entering Unmasked Estep 
Score: -225860528.000000 Penalty: 129591.984375
Splitting cluster 2 changes total score from -225861168.000000 to -225860528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (53728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Entering Unmasked Estep 
Score: -5689446.000000 Penalty: 2701.138916
	Iteration 0F: 2 clusters Score -5689446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -5653376.000000 Penalty: 5402.277832
	Iteration 0F: 3 clusters Score -5653376 nChanged 24824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5668260.000000 Penalty: 5402.277832
	Iteration 1F: 3 clusters Score -5668260 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -5669742.500000 Penalty: 5402.277832
	Iteration 2F: 3 clusters Score -5669742 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -5671223.500000 Penalty: 5402.277832
	Iteration 3F: 3 clusters Score -5671224 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -5672692.500000 Penalty: 5402.277832
	Iteration 4F: 3 clusters Score -5672692 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -5674118.000000 Penalty: 5402.277832
	Iteration 5F: 3 clusters Score -5674118 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -5675646.500000 Penalty: 5402.277832
	Iteration 6F: 3 clusters Score -5675646 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -5677251.000000 Penalty: 5402.277832
	Iteration 7F: 3 clusters Score -5677251 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -5679036.500000 Penalty: 5402.277832
	Iteration 8Q: 3 clusters Score -5679036 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -5680636.000000 Penalty: 5402.277832
	Iteration 9Q: 3 clusters Score -5680636 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -5681962.500000 Penalty: 5402.277832
	Iteration 10Q: 3 clusters Score -5681962 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5682998.500000 Penalty: 5402.277832
	Iteration 11Q: 3 clusters Score -5682998 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -5683875.000000 Penalty: 5402.277832
	Iteration 12Q: 3 clusters Score -5683875 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -5684571.500000 Penalty: 5402.277832
	Iteration 13Q: 3 clusters Score -5684572 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -5685191.000000 Penalty: 5402.277832
	Iteration 14Q: 3 clusters Score -5685191 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -5685760.000000 Penalty: 5402.277832
	Iteration 15Q: 3 clusters Score -5685760 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5686400.500000 Penalty: 5402.277832
	Iteration 16Q: 3 clusters Score -5686400 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -5687008.500000 Penalty: 5402.277832
	Iteration 17Q: 3 clusters Score -5687008 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -5687660.500000 Penalty: 5402.277832
	Iteration 18Q: 3 clusters Score -5687660 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -5688312.000000 Penalty: 5402.277832
	Iteration 19Q: 3 clusters Score -5688312 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -5688944.500000 Penalty: 5402.277832
	Iteration 20F: 3 clusters Score -5688944 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -5689503.500000 Penalty: 5402.277832
	Iteration 21Q: 3 clusters Score -5689504 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -5689956.000000 Penalty: 5402.277832
	Iteration 22Q: 3 clusters Score -5689956 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -5690386.000000 Penalty: 5402.277832
	Iteration 23Q: 3 clusters Score -5690386 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -5690721.000000 Penalty: 5402.277832
	Iteration 24Q: 3 clusters Score -5690721 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -5690964.500000 Penalty: 5402.277832
	Iteration 25Q: 3 clusters Score -5690964 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -5691211.500000 Penalty: 5402.277832
	Iteration 26Q: 3 clusters Score -5691212 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -5691383.000000 Penalty: 5402.277832
	Iteration 27Q: 3 clusters Score -5691383 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -5691549.500000 Penalty: 5402.277832
	Iteration 28Q: 3 clusters Score -5691550 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -5691651.000000 Penalty: 5402.277832
	Iteration 29Q: 3 clusters Score -5691651 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -5691715.000000 Penalty: 5402.277832
	Iteration 30Q: 3 clusters Score -5691715 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -5691752.000000 Penalty: 5402.277832
	Iteration 31Q: 3 clusters Score -5691752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -5691775.500000 Penalty: 5402.277832
	Iteration 32Q: 3 clusters Score -5691776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -5691802.500000 Penalty: 5402.277832
	Iteration 33Q: 3 clusters Score -5691802 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -5691815.000000 Penalty: 5402.277832
	Iteration 34Q: 3 clusters Score -5691815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -5691825.000000 Penalty: 5402.277832
	Iteration 35Q: 3 clusters Score -5691825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 49630 members 
Entering Unmasked Estep 
Score: -5691835.000000 Penalty: 5402.277832
	Iteration 36Q: 3 clusters Score -5691835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -5691828.000000 Penalty: 5402.277832
	Iteration 37Q: 3 clusters Score -5691828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -5691843.000000 Penalty: 5402.277832
	Iteration 38Q: 3 clusters Score -5691843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -5691850.000000 Penalty: 5402.277832
	Iteration 39Q: 3 clusters Score -5691850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -5691855.500000 Penalty: 5402.277832
	Iteration 40F: 3 clusters Score -5691856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -5691861.500000 Penalty: 5402.277832
	Iteration 41Q: 3 clusters Score -5691862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -5691867.500000 Penalty: 5402.277832
	Iteration 42Q: 3 clusters Score -5691868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -5691862.500000 Penalty: 5402.277832
	Iteration 43Q: 3 clusters Score -5691862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -5691858.500000 Penalty: 5402.277832
	Iteration 44Q: 3 clusters Score -5691858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -5691855.500000 Penalty: 5402.277832
	Iteration 45Q: 3 clusters Score -5691856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -5691860.500000 Penalty: 5402.277832
	Iteration 46Q: 3 clusters Score -5691860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -5691859.000000 Penalty: 5402.277832
	Iteration 47Q: 3 clusters Score -5691859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -5691861.000000 Penalty: 5402.277832
	Iteration 48Q: 3 clusters Score -5691861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -5691866.000000 Penalty: 5402.277832
	Iteration 49Q: 3 clusters Score -5691866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -5691864.500000 Penalty: 5402.277832
	Iteration 50Q: 3 clusters Score -5691864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -5691865.000000 Penalty: 5402.277832
	Iteration 51Q: 3 clusters Score -5691865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -5691867.000000 Penalty: 5402.277832
	Iteration 52Q: 3 clusters Score -5691867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -5691866.000000 Penalty: 5402.277832
	Iteration 53Q: 3 clusters Score -5691866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -5691868.000000 Penalty: 5402.277832
	Iteration 54Q: 3 clusters Score -5691868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -5691868.000000 Penalty: 5402.277832
	Iteration 55F: 3 clusters Score -5691868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 192117 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 248699 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 49653 members 
Entering Unmasked Estep 
Score: -225861920.000000 Penalty: 129591.984375
Splitting cluster 3 changes total score from -225861168.000000 to -225861920.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 4 (13573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Entering Unmasked Estep 
Score: -1511506.125000 Penalty: 2359.927734
	Iteration 0F: 2 clusters Score -1511506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1501531.125000 Penalty: 4719.855469
	Iteration 0F: 3 clusters Score -1501531 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1504683.875000 Penalty: 4719.855469
	Iteration 1F: 3 clusters Score -1504684 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1505245.750000 Penalty: 4719.855469
	Iteration 2F: 3 clusters Score -1505246 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1505835.125000 Penalty: 4719.855469
	Iteration 3F: 3 clusters Score -1505835 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1506388.500000 Penalty: 4719.855469
	Iteration 4F: 3 clusters Score -1506388 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1506927.875000 Penalty: 4719.855469
	Iteration 5F: 3 clusters Score -1506928 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1507361.500000 Penalty: 4719.855469
	Iteration 6F: 3 clusters Score -1507362 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1507692.750000 Penalty: 4719.855469
	Iteration 7Q: 3 clusters Score -1507693 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1507962.500000 Penalty: 4719.855469
	Iteration 8Q: 3 clusters Score -1507962 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1508183.000000 Penalty: 4719.855469
	Iteration 9Q: 3 clusters Score -1508183 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1508357.125000 Penalty: 4719.855469
	Iteration 10Q: 3 clusters Score -1508357 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1508497.500000 Penalty: 4719.855469
	Iteration 11Q: 3 clusters Score -1508498 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1508605.875000 Penalty: 4719.855469
	Iteration 12Q: 3 clusters Score -1508606 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1508693.125000 Penalty: 4719.855469
	Iteration 13Q: 3 clusters Score -1508693 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1508780.125000 Penalty: 4719.855469
	Iteration 14Q: 3 clusters Score -1508780 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1508853.500000 Penalty: 4719.855469
	Iteration 15Q: 3 clusters Score -1508854 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1508917.500000 Penalty: 4719.855469
	Iteration 16Q: 3 clusters Score -1508918 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1508981.000000 Penalty: 4719.855469
	Iteration 17Q: 3 clusters Score -1508981 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1509054.750000 Penalty: 4719.855469
	Iteration 18Q: 3 clusters Score -1509055 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1509155.875000 Penalty: 4719.855469
	Iteration 19Q: 3 clusters Score -1509156 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1509259.625000 Penalty: 4719.855469
	Iteration 20F: 3 clusters Score -1509260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1509325.750000 Penalty: 4719.855469
	Iteration 21Q: 3 clusters Score -1509326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1509395.500000 Penalty: 4719.855469
	Iteration 22Q: 3 clusters Score -1509396 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1509483.125000 Penalty: 4719.855469
	Iteration 23Q: 3 clusters Score -1509483 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1509579.125000 Penalty: 4719.855469
	Iteration 24Q: 3 clusters Score -1509579 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1509688.125000 Penalty: 4719.855469
	Iteration 25Q: 3 clusters Score -1509688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1509819.125000 Penalty: 4719.855469
	Iteration 26Q: 3 clusters Score -1509819 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1509958.000000 Penalty: 4719.855469
	Iteration 27Q: 3 clusters Score -1509958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1510124.125000 Penalty: 4719.855469
	Iteration 28Q: 3 clusters Score -1510124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1510197.500000 Penalty: 4719.855469
	Iteration 29Q: 3 clusters Score -1510198 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1510236.500000 Penalty: 4719.855469
	Iteration 30Q: 3 clusters Score -1510236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1510260.250000 Penalty: 4719.855469
	Iteration 31Q: 3 clusters Score -1510260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1510277.250000 Penalty: 4719.855469
	Iteration 32Q: 3 clusters Score -1510277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1510289.125000 Penalty: 4719.855469
	Iteration 33Q: 3 clusters Score -1510289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1510297.250000 Penalty: 4719.855469
	Iteration 34Q: 3 clusters Score -1510297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1510300.750000 Penalty: 4719.855469
	Iteration 35Q: 3 clusters Score -1510301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1510304.125000 Penalty: 4719.855469
	Iteration 36Q: 3 clusters Score -1510304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1510308.375000 Penalty: 4719.855469
	Iteration 37Q: 3 clusters Score -1510308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1510309.000000 Penalty: 4719.855469
	Iteration 38Q: 3 clusters Score -1510309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1510312.625000 Penalty: 4719.855469
	Iteration 39Q: 3 clusters Score -1510313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1510315.750000 Penalty: 4719.855469
	Iteration 40F: 3 clusters Score -1510316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1510318.000000 Penalty: 4719.855469
	Iteration 41Q: 3 clusters Score -1510318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1510318.625000 Penalty: 4719.855469
	Iteration 42Q: 3 clusters Score -1510319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1510320.750000 Penalty: 4719.855469
	Iteration 43Q: 3 clusters Score -1510321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1510326.625000 Penalty: 4719.855469
	Iteration 44Q: 3 clusters Score -1510327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1510336.250000 Penalty: 4719.855469
	Iteration 45Q: 3 clusters Score -1510336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1510342.250000 Penalty: 4719.855469
	Iteration 46Q: 3 clusters Score -1510342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1510344.500000 Penalty: 4719.855469
	Iteration 47Q: 3 clusters Score -1510344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1510350.375000 Penalty: 4719.855469
	Iteration 48Q: 3 clusters Score -1510350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1510351.125000 Penalty: 4719.855469
	Iteration 49Q: 3 clusters Score -1510351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1510355.500000 Penalty: 4719.855469
	Iteration 50Q: 3 clusters Score -1510356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1510357.000000 Penalty: 4719.855469
	Iteration 51Q: 3 clusters Score -1510357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1510357.500000 Penalty: 4719.855469
	Iteration 52Q: 3 clusters Score -1510358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1510358.125000 Penalty: 4719.855469
	Iteration 53Q: 3 clusters Score -1510358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1510358.875000 Penalty: 4719.855469
	Iteration 54Q: 3 clusters Score -1510359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1510358.375000 Penalty: 4719.855469
	Iteration 55Q: 3 clusters Score -1510358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1510362.250000 Penalty: 4719.855469
	Iteration 56Q: 3 clusters Score -1510362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1510363.000000 Penalty: 4719.855469
	Iteration 57Q: 3 clusters Score -1510363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1510366.375000 Penalty: 4719.855469
	Iteration 58Q: 3 clusters Score -1510366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1510367.500000 Penalty: 4719.855469
	Iteration 59Q: 3 clusters Score -1510368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1510369.500000 Penalty: 4719.855469
	Iteration 60F: 3 clusters Score -1510370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1510370.625000 Penalty: 4719.855469
	Iteration 61Q: 3 clusters Score -1510371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1510371.750000 Penalty: 4719.855469
	Iteration 62Q: 3 clusters Score -1510372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1510371.750000 Penalty: 4719.855469
	Iteration 63F: 3 clusters Score -1510372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Entering Unmasked Estep 
Score: -1556020.500000 Penalty: 2350.922852
	Iteration 0F: 2 clusters Score -1556020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1546281.875000 Penalty: 4701.845703
	Iteration 0F: 3 clusters Score -1546282 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1549374.875000 Penalty: 4701.845703
	Iteration 1F: 3 clusters Score -1549375 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1549722.750000 Penalty: 4701.845703
	Iteration 2F: 3 clusters Score -1549723 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1550024.750000 Penalty: 4701.845703
	Iteration 3F: 3 clusters Score -1550025 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1550347.375000 Penalty: 4701.845703
	Iteration 4Q: 3 clusters Score -1550347 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1550719.625000 Penalty: 4701.845703
	Iteration 5F: 3 clusters Score -1550720 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1551145.750000 Penalty: 4701.845703
	Iteration 6F: 3 clusters Score -1551146 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1551610.625000 Penalty: 4701.845703
	Iteration 7F: 3 clusters Score -1551611 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1552073.000000 Penalty: 4701.845703
	Iteration 8F: 3 clusters Score -1552073 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1552489.125000 Penalty: 4701.845703
	Iteration 9Q: 3 clusters Score -1552489 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1552809.625000 Penalty: 4701.845703
	Iteration 10Q: 3 clusters Score -1552810 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1553030.500000 Penalty: 4701.845703
	Iteration 11Q: 3 clusters Score -1553030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1553216.000000 Penalty: 4701.845703
	Iteration 12Q: 3 clusters Score -1553216 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1553385.125000 Penalty: 4701.845703
	Iteration 13Q: 3 clusters Score -1553385 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1553501.125000 Penalty: 4701.845703
	Iteration 14Q: 3 clusters Score -1553501 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1553581.875000 Penalty: 4701.845703
	Iteration 15Q: 3 clusters Score -1553582 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1553641.875000 Penalty: 4701.845703
	Iteration 16Q: 3 clusters Score -1553642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1553687.375000 Penalty: 4701.845703
	Iteration 17Q: 3 clusters Score -1553687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1553729.875000 Penalty: 4701.845703
	Iteration 18Q: 3 clusters Score -1553730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1553768.000000 Penalty: 4701.845703
	Iteration 19Q: 3 clusters Score -1553768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1553809.875000 Penalty: 4701.845703
	Iteration 20F: 3 clusters Score -1553810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1553850.750000 Penalty: 4701.845703
	Iteration 21Q: 3 clusters Score -1553851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1553876.750000 Penalty: 4701.845703
	Iteration 22Q: 3 clusters Score -1553877 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1553898.125000 Penalty: 4701.845703
	Iteration 23Q: 3 clusters Score -1553898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1553910.750000 Penalty: 4701.845703
	Iteration 24Q: 3 clusters Score -1553911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1553914.250000 Penalty: 4701.845703
	Iteration 25Q: 3 clusters Score -1553914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1553924.125000 Penalty: 4701.845703
	Iteration 26Q: 3 clusters Score -1553924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1553933.375000 Penalty: 4701.845703
	Iteration 27Q: 3 clusters Score -1553933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1553945.750000 Penalty: 4701.845703
	Iteration 28Q: 3 clusters Score -1553946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1553949.000000 Penalty: 4701.845703
	Iteration 29Q: 3 clusters Score -1553949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1553954.625000 Penalty: 4701.845703
	Iteration 30Q: 3 clusters Score -1553955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1553959.250000 Penalty: 4701.845703
	Iteration 31Q: 3 clusters Score -1553959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1553967.500000 Penalty: 4701.845703
	Iteration 32Q: 3 clusters Score -1553968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1553973.125000 Penalty: 4701.845703
	Iteration 33Q: 3 clusters Score -1553973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1553974.750000 Penalty: 4701.845703
	Iteration 34Q: 3 clusters Score -1553975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1553978.625000 Penalty: 4701.845703
	Iteration 35Q: 3 clusters Score -1553979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1553981.625000 Penalty: 4701.845703
	Iteration 36Q: 3 clusters Score -1553982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1553982.000000 Penalty: 4701.845703
	Iteration 37Q: 3 clusters Score -1553982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1553984.625000 Penalty: 4701.845703
	Iteration 38Q: 3 clusters Score -1553985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1553985.875000 Penalty: 4701.845703
	Iteration 39Q: 3 clusters Score -1553986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1553995.125000 Penalty: 4701.845703
	Iteration 40F: 3 clusters Score -1553995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1553993.750000 Penalty: 4701.845703
	Iteration 41Q: 3 clusters Score -1553994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1554000.000000 Penalty: 4701.845703
	Iteration 42Q: 3 clusters Score -1554000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1554004.625000 Penalty: 4701.845703
	Iteration 43Q: 3 clusters Score -1554005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1554013.875000 Penalty: 4701.845703
	Iteration 44Q: 3 clusters Score -1554014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1554018.000000 Penalty: 4701.845703
	Iteration 45Q: 3 clusters Score -1554018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1554025.875000 Penalty: 4701.845703
	Iteration 46Q: 3 clusters Score -1554026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1554040.125000 Penalty: 4701.845703
	Iteration 47Q: 3 clusters Score -1554040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1554046.625000 Penalty: 4701.845703
	Iteration 48Q: 3 clusters Score -1554047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1554056.375000 Penalty: 4701.845703
	Iteration 49Q: 3 clusters Score -1554056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1554066.875000 Penalty: 4701.845703
	Iteration 50Q: 3 clusters Score -1554067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1554071.625000 Penalty: 4701.845703
	Iteration 51Q: 3 clusters Score -1554072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1554081.375000 Penalty: 4701.845703
	Iteration 52Q: 3 clusters Score -1554081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1554089.875000 Penalty: 4701.845703
	Iteration 53Q: 3 clusters Score -1554090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1554098.125000 Penalty: 4701.845703
	Iteration 54Q: 3 clusters Score -1554098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1554101.375000 Penalty: 4701.845703
	Iteration 55Q: 3 clusters Score -1554101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1554110.375000 Penalty: 4701.845703
	Iteration 56Q: 3 clusters Score -1554110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1554117.250000 Penalty: 4701.845703
	Iteration 57Q: 3 clusters Score -1554117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1554125.500000 Penalty: 4701.845703
	Iteration 58Q: 3 clusters Score -1554126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1554135.000000 Penalty: 4701.845703
	Iteration 59Q: 3 clusters Score -1554135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1554139.125000 Penalty: 4701.845703
	Iteration 60F: 3 clusters Score -1554139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1554141.625000 Penalty: 4701.845703
	Iteration 61Q: 3 clusters Score -1554142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1554147.375000 Penalty: 4701.845703
	Iteration 62Q: 3 clusters Score -1554147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1554148.250000 Penalty: 4701.845703
	Iteration 63Q: 3 clusters Score -1554148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1554151.750000 Penalty: 4701.845703
	Iteration 64Q: 3 clusters Score -1554152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1554154.250000 Penalty: 4701.845703
	Iteration 65Q: 3 clusters Score -1554154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1554157.125000 Penalty: 4701.845703
	Iteration 66Q: 3 clusters Score -1554157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1554160.500000 Penalty: 4701.845703
	Iteration 67Q: 3 clusters Score -1554160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1554159.250000 Penalty: 4701.845703
	Iteration 68Q: 3 clusters Score -1554159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1554160.500000 Penalty: 4701.845703
	Iteration 69Q: 3 clusters Score -1554160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1554164.750000 Penalty: 4701.845703
	Iteration 70Q: 3 clusters Score -1554165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1554166.500000 Penalty: 4701.845703
	Iteration 71Q: 3 clusters Score -1554166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1554167.000000 Penalty: 4701.845703
	Iteration 72Q: 3 clusters Score -1554167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1554170.750000 Penalty: 4701.845703
	Iteration 73Q: 3 clusters Score -1554171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1554170.250000 Penalty: 4701.845703
	Iteration 74Q: 3 clusters Score -1554170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1554170.000000 Penalty: 4701.845703
	Iteration 75Q: 3 clusters Score -1554170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1554170.875000 Penalty: 4701.845703
	Iteration 76Q: 3 clusters Score -1554171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1554170.125000 Penalty: 4701.845703
	Iteration 77Q: 3 clusters Score -1554170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1554171.000000 Penalty: 4701.845703
	Iteration 78Q: 3 clusters Score -1554171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1554170.500000 Penalty: 4701.845703
	Iteration 79Q: 3 clusters Score -1554170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1554170.500000 Penalty: 4701.845703
	Iteration 80F: 3 clusters Score -1554170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Entering Unmasked Estep 
Score: -1323886.125000 Penalty: 2333.499756
	Iteration 0F: 2 clusters Score -1323886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1314872.250000 Penalty: 4666.999512
	Iteration 0F: 3 clusters Score -1314872 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1317871.500000 Penalty: 4666.999512
	Iteration 1F: 3 clusters Score -1317872 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1318553.500000 Penalty: 4666.999512
	Iteration 2F: 3 clusters Score -1318554 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1319283.000000 Penalty: 4666.999512
	Iteration 3F: 3 clusters Score -1319283 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1320133.250000 Penalty: 4666.999512
	Iteration 4F: 3 clusters Score -1320133 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1320948.875000 Penalty: 4666.999512
	Iteration 5F: 3 clusters Score -1320949 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1321509.125000 Penalty: 4666.999512
	Iteration 6F: 3 clusters Score -1321509 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1321838.000000 Penalty: 4666.999512
	Iteration 7Q: 3 clusters Score -1321838 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1322086.000000 Penalty: 4666.999512
	Iteration 8Q: 3 clusters Score -1322086 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1322288.250000 Penalty: 4666.999512
	Iteration 9Q: 3 clusters Score -1322288 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1322441.875000 Penalty: 4666.999512
	Iteration 10Q: 3 clusters Score -1322442 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1322544.375000 Penalty: 4666.999512
	Iteration 11Q: 3 clusters Score -1322544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1322615.000000 Penalty: 4666.999512
	Iteration 12Q: 3 clusters Score -1322615 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1322653.500000 Penalty: 4666.999512
	Iteration 13Q: 3 clusters Score -1322654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1322686.000000 Penalty: 4666.999512
	Iteration 14Q: 3 clusters Score -1322686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1322711.000000 Penalty: 4666.999512
	Iteration 15Q: 3 clusters Score -1322711 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1322735.250000 Penalty: 4666.999512
	Iteration 16Q: 3 clusters Score -1322735 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1322758.625000 Penalty: 4666.999512
	Iteration 17Q: 3 clusters Score -1322759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1322777.625000 Penalty: 4666.999512
	Iteration 18Q: 3 clusters Score -1322778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1322790.500000 Penalty: 4666.999512
	Iteration 19Q: 3 clusters Score -1322790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1322800.875000 Penalty: 4666.999512
	Iteration 20F: 3 clusters Score -1322801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1322810.750000 Penalty: 4666.999512
	Iteration 21Q: 3 clusters Score -1322811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1322819.500000 Penalty: 4666.999512
	Iteration 22Q: 3 clusters Score -1322820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1322826.250000 Penalty: 4666.999512
	Iteration 23Q: 3 clusters Score -1322826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1322834.375000 Penalty: 4666.999512
	Iteration 24Q: 3 clusters Score -1322834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1322842.125000 Penalty: 4666.999512
	Iteration 25Q: 3 clusters Score -1322842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1322848.125000 Penalty: 4666.999512
	Iteration 26Q: 3 clusters Score -1322848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1322860.375000 Penalty: 4666.999512
	Iteration 27Q: 3 clusters Score -1322860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1322868.000000 Penalty: 4666.999512
	Iteration 28Q: 3 clusters Score -1322868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1322877.375000 Penalty: 4666.999512
	Iteration 29Q: 3 clusters Score -1322877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1322883.875000 Penalty: 4666.999512
	Iteration 30Q: 3 clusters Score -1322884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1322893.125000 Penalty: 4666.999512
	Iteration 31Q: 3 clusters Score -1322893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1322898.375000 Penalty: 4666.999512
	Iteration 32Q: 3 clusters Score -1322898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1322906.500000 Penalty: 4666.999512
	Iteration 33Q: 3 clusters Score -1322906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1322911.625000 Penalty: 4666.999512
	Iteration 34Q: 3 clusters Score -1322912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1322912.750000 Penalty: 4666.999512
	Iteration 35Q: 3 clusters Score -1322913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1322921.125000 Penalty: 4666.999512
	Iteration 36Q: 3 clusters Score -1322921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1322929.875000 Penalty: 4666.999512
	Iteration 37Q: 3 clusters Score -1322930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1322935.750000 Penalty: 4666.999512
	Iteration 38Q: 3 clusters Score -1322936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1322940.750000 Penalty: 4666.999512
	Iteration 39Q: 3 clusters Score -1322941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1322947.750000 Penalty: 4666.999512
	Iteration 40F: 3 clusters Score -1322948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1322954.875000 Penalty: 4666.999512
	Iteration 41Q: 3 clusters Score -1322955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1322963.500000 Penalty: 4666.999512
	Iteration 42Q: 3 clusters Score -1322964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1322967.500000 Penalty: 4666.999512
	Iteration 43Q: 3 clusters Score -1322968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1322972.125000 Penalty: 4666.999512
	Iteration 44Q: 3 clusters Score -1322972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1322974.625000 Penalty: 4666.999512
	Iteration 45Q: 3 clusters Score -1322975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1322978.125000 Penalty: 4666.999512
	Iteration 46Q: 3 clusters Score -1322978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1322983.750000 Penalty: 4666.999512
	Iteration 47Q: 3 clusters Score -1322984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1322984.750000 Penalty: 4666.999512
	Iteration 48Q: 3 clusters Score -1322985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1322985.000000 Penalty: 4666.999512
	Iteration 49Q: 3 clusters Score -1322985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1322980.500000 Penalty: 4666.999512
	Iteration 50Q: 3 clusters Score -1322980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1322980.000000 Penalty: 4666.999512
	Iteration 51Q: 3 clusters Score -1322980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1322981.875000 Penalty: 4666.999512
	Iteration 52Q: 3 clusters Score -1322982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1322981.875000 Penalty: 4666.999512
	Iteration 53F: 3 clusters Score -1322982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (126511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Entering Unmasked Estep 
Score: -14469469.000000 Penalty: 2913.524902
	Iteration 0F: 2 clusters Score -1.446947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -14385055.000000 Penalty: 5827.049805
	Iteration 0F: 3 clusters Score -1.438506e+07 nChanged 60093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63835 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -14419395.000000 Penalty: 5827.049805
	Iteration 1F: 3 clusters Score -1.44194e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -14419940.000000 Penalty: 5827.049805
	Iteration 2Q: 3 clusters Score -1.441994e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65131 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -14420619.000000 Penalty: 5827.049805
	Iteration 3Q: 3 clusters Score -1.442062e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -14421323.000000 Penalty: 5827.049805
	Iteration 4Q: 3 clusters Score -1.442132e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 58193 members 
Entering Unmasked Estep 
Score: -14422173.000000 Penalty: 5827.049805
	Iteration 5Q: 3 clusters Score -1.442217e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -14423325.000000 Penalty: 5827.049805
	Iteration 6Q: 3 clusters Score -1.442332e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -14425148.000000 Penalty: 5827.049805
	Iteration 7Q: 3 clusters Score -1.442515e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -14428325.000000 Penalty: 5827.049805
	Iteration 8F: 3 clusters Score -1.442832e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -14433634.000000 Penalty: 5827.049805
	Iteration 9F: 3 clusters Score -1.443363e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -14441724.000000 Penalty: 5827.049805
	Iteration 10F: 3 clusters Score -1.444172e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -14451687.000000 Penalty: 5827.049805
	Iteration 11F: 3 clusters Score -1.445169e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118390 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -14460042.000000 Penalty: 5827.049805
	Iteration 12F: 3 clusters Score -1.446004e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123081 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -14464229.000000 Penalty: 5827.049805
	Iteration 13Q: 3 clusters Score -1.446423e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125021 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -14465867.000000 Penalty: 5827.049805
	Iteration 14Q: 3 clusters Score -1.446587e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125733 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -14466505.000000 Penalty: 5827.049805
	Iteration 15Q: 3 clusters Score -1.44665e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14466710.000000 Penalty: 5827.049805
	Iteration 16Q: 3 clusters Score -1.446671e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126078 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -14466812.000000 Penalty: 5827.049805
	Iteration 17Q: 3 clusters Score -1.446681e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126112 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14466876.000000 Penalty: 5827.049805
	Iteration 18Q: 3 clusters Score -1.446688e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126144 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14466902.000000 Penalty: 5827.049805
	Iteration 19Q: 3 clusters Score -1.44669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14466910.000000 Penalty: 5827.049805
	Iteration 20F: 3 clusters Score -1.446691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126160 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14466925.000000 Penalty: 5827.049805
	Iteration 21Q: 3 clusters Score -1.446692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126164 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14466942.000000 Penalty: 5827.049805
	Iteration 22Q: 3 clusters Score -1.446694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14466938.000000 Penalty: 5827.049805
	Iteration 23Q: 3 clusters Score -1.446694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14466942.000000 Penalty: 5827.049805
	Iteration 24Q: 3 clusters Score -1.446694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126168 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14466950.000000 Penalty: 5827.049805
	Iteration 25Q: 3 clusters Score -1.446695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14466952.000000 Penalty: 5827.049805
	Iteration 26Q: 3 clusters Score -1.446695e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126174 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14466964.000000 Penalty: 5827.049805
	Iteration 27Q: 3 clusters Score -1.446696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14466967.000000 Penalty: 5827.049805
	Iteration 28Q: 3 clusters Score -1.446697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126178 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14466968.000000 Penalty: 5827.049805
	Iteration 29Q: 3 clusters Score -1.446697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14466982.000000 Penalty: 5827.049805
	Iteration 30Q: 3 clusters Score -1.446698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126179 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14466983.000000 Penalty: 5827.049805
	Iteration 31Q: 3 clusters Score -1.446698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126182 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14466985.000000 Penalty: 5827.049805
	Iteration 32Q: 3 clusters Score -1.446698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14466996.000000 Penalty: 5827.049805
	Iteration 33Q: 3 clusters Score -1.4467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14466989.000000 Penalty: 5827.049805
	Iteration 34Q: 3 clusters Score -1.446699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14466981.000000 Penalty: 5827.049805
	Iteration 35Q: 3 clusters Score -1.446698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126189 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14466981.000000 Penalty: 5827.049805
	Iteration 36F: 3 clusters Score -1.446698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Entering Unmasked Estep 
Score: -6965852.000000 Penalty: 2728.731445
	Iteration 0F: 2 clusters Score -6965852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6925556.500000 Penalty: 5457.462891
	Iteration 0F: 3 clusters Score -6925556 nChanged 28000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -6941305.000000 Penalty: 5457.462891
	Iteration 1F: 3 clusters Score -6941305 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -6942220.500000 Penalty: 5457.462891
	Iteration 2Q: 3 clusters Score -6942220 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -6943538.500000 Penalty: 5457.462891
	Iteration 3Q: 3 clusters Score -6943538 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -6945630.500000 Penalty: 5457.462891
	Iteration 4F: 3 clusters Score -6945630 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -6948049.000000 Penalty: 5457.462891
	Iteration 5F: 3 clusters Score -6948049 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -6950411.000000 Penalty: 5457.462891
	Iteration 6F: 3 clusters Score -6950411 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6952152.000000 Penalty: 5457.462891
	Iteration 7F: 3 clusters Score -6952152 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -6953185.500000 Penalty: 5457.462891
	Iteration 8Q: 3 clusters Score -6953186 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -6953755.500000 Penalty: 5457.462891
	Iteration 9Q: 3 clusters Score -6953756 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -6954028.000000 Penalty: 5457.462891
	Iteration 10Q: 3 clusters Score -6954028 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -6954203.000000 Penalty: 5457.462891
	Iteration 11Q: 3 clusters Score -6954203 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -6954288.000000 Penalty: 5457.462891
	Iteration 12Q: 3 clusters Score -6954288 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -6954341.000000 Penalty: 5457.462891
	Iteration 13Q: 3 clusters Score -6954341 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -6954359.000000 Penalty: 5457.462891
	Iteration 14Q: 3 clusters Score -6954359 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -6954395.000000 Penalty: 5457.462891
	Iteration 15Q: 3 clusters Score -6954395 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -6954416.000000 Penalty: 5457.462891
	Iteration 16Q: 3 clusters Score -6954416 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -6954431.000000 Penalty: 5457.462891
	Iteration 17Q: 3 clusters Score -6954431 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -6954479.000000 Penalty: 5457.462891
	Iteration 18Q: 3 clusters Score -6954479 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -6954504.500000 Penalty: 5457.462891
	Iteration 19Q: 3 clusters Score -6954504 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -6954565.500000 Penalty: 5457.462891
	Iteration 20F: 3 clusters Score -6954566 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -6954627.500000 Penalty: 5457.462891
	Iteration 21Q: 3 clusters Score -6954628 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -6954648.000000 Penalty: 5457.462891
	Iteration 22Q: 3 clusters Score -6954648 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -6954712.500000 Penalty: 5457.462891
	Iteration 23Q: 3 clusters Score -6954712 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -6954790.500000 Penalty: 5457.462891
	Iteration 24Q: 3 clusters Score -6954790 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -6954938.000000 Penalty: 5457.462891
	Iteration 25Q: 3 clusters Score -6954938 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -6955120.000000 Penalty: 5457.462891
	Iteration 26Q: 3 clusters Score -6955120 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -6955322.500000 Penalty: 5457.462891
	Iteration 27Q: 3 clusters Score -6955322 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -6955621.000000 Penalty: 5457.462891
	Iteration 28Q: 3 clusters Score -6955621 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -6956024.000000 Penalty: 5457.462891
	Iteration 29Q: 3 clusters Score -6956024 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -6956468.000000 Penalty: 5457.462891
	Iteration 30Q: 3 clusters Score -6956468 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -6956984.500000 Penalty: 5457.462891
	Iteration 31Q: 3 clusters Score -6956984 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -6957577.500000 Penalty: 5457.462891
	Iteration 32Q: 3 clusters Score -6957578 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -6958424.500000 Penalty: 5457.462891
	Iteration 33Q: 3 clusters Score -6958424 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -6959206.500000 Penalty: 5457.462891
	Iteration 34Q: 3 clusters Score -6959206 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -6960037.500000 Penalty: 5457.462891
	Iteration 35Q: 3 clusters Score -6960038 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -6960749.500000 Penalty: 5457.462891
	Iteration 36Q: 3 clusters Score -6960750 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -6961350.000000 Penalty: 5457.462891
	Iteration 37Q: 3 clusters Score -6961350 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -6962004.000000 Penalty: 5457.462891
	Iteration 38Q: 3 clusters Score -6962004 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -6962488.500000 Penalty: 5457.462891
	Iteration 39Q: 3 clusters Score -6962488 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -6962821.000000 Penalty: 5457.462891
	Iteration 40F: 3 clusters Score -6962821 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -6963035.000000 Penalty: 5457.462891
	Iteration 41Q: 3 clusters Score -6963035 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -6963210.500000 Penalty: 5457.462891
	Iteration 42Q: 3 clusters Score -6963210 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -6963351.000000 Penalty: 5457.462891
	Iteration 43Q: 3 clusters Score -6963351 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 57497 members 
Entering Unmasked Estep 
Score: -6963464.500000 Penalty: 5457.462891
	Iteration 44Q: 3 clusters Score -6963464 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -6963527.000000 Penalty: 5457.462891
	Iteration 45Q: 3 clusters Score -6963527 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -6963584.500000 Penalty: 5457.462891
	Iteration 46Q: 3 clusters Score -6963584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -6963610.000000 Penalty: 5457.462891
	Iteration 47Q: 3 clusters Score -6963610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -6963643.500000 Penalty: 5457.462891
	Iteration 48Q: 3 clusters Score -6963644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -6963669.500000 Penalty: 5457.462891
	Iteration 49Q: 3 clusters Score -6963670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -6963699.000000 Penalty: 5457.462891
	Iteration 50Q: 3 clusters Score -6963699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -6963715.500000 Penalty: 5457.462891
	Iteration 51Q: 3 clusters Score -6963716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -6963733.000000 Penalty: 5457.462891
	Iteration 52Q: 3 clusters Score -6963733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -6963752.000000 Penalty: 5457.462891
	Iteration 53Q: 3 clusters Score -6963752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -6963767.000000 Penalty: 5457.462891
	Iteration 54Q: 3 clusters Score -6963767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -6963782.500000 Penalty: 5457.462891
	Iteration 55Q: 3 clusters Score -6963782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -6963798.500000 Penalty: 5457.462891
	Iteration 56Q: 3 clusters Score -6963798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -6963807.500000 Penalty: 5457.462891
	Iteration 57Q: 3 clusters Score -6963808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -6963807.500000 Penalty: 5457.462891
	Iteration 58Q: 3 clusters Score -6963808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -6963804.000000 Penalty: 5457.462891
	Iteration 59Q: 3 clusters Score -6963804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -6963806.000000 Penalty: 5457.462891
	Iteration 60F: 3 clusters Score -6963806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -6963812.500000 Penalty: 5457.462891
	Iteration 61Q: 3 clusters Score -6963812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -6963818.500000 Penalty: 5457.462891
	Iteration 62Q: 3 clusters Score -6963818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -6963822.500000 Penalty: 5457.462891
	Iteration 63Q: 3 clusters Score -6963822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -6963819.000000 Penalty: 5457.462891
	Iteration 64Q: 3 clusters Score -6963819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -6963816.500000 Penalty: 5457.462891
	Iteration 65Q: 3 clusters Score -6963816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -6963815.000000 Penalty: 5457.462891
	Iteration 66Q: 3 clusters Score -6963815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -6963816.500000 Penalty: 5457.462891
	Iteration 67Q: 3 clusters Score -6963816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -6963814.500000 Penalty: 5457.462891
	Iteration 68Q: 3 clusters Score -6963814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -6963816.500000 Penalty: 5457.462891
	Iteration 69Q: 3 clusters Score -6963816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -6963817.500000 Penalty: 5457.462891
	Iteration 70Q: 3 clusters Score -6963818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -6963816.500000 Penalty: 5457.462891
	Iteration 71Q: 3 clusters Score -6963816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -6963818.500000 Penalty: 5457.462891
	Iteration 72Q: 3 clusters Score -6963818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -6963820.000000 Penalty: 5457.462891
	Iteration 73Q: 3 clusters Score -6963820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -6963825.500000 Penalty: 5457.462891
	Iteration 74Q: 3 clusters Score -6963826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -6963830.500000 Penalty: 5457.462891
	Iteration 75Q: 3 clusters Score -6963830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -6963826.500000 Penalty: 5457.462891
	Iteration 76Q: 3 clusters Score -6963826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -6963832.000000 Penalty: 5457.462891
	Iteration 77Q: 3 clusters Score -6963832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -6963827.000000 Penalty: 5457.462891
	Iteration 78Q: 3 clusters Score -6963827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -6963830.500000 Penalty: 5457.462891
	Iteration 79Q: 3 clusters Score -6963830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -6963834.500000 Penalty: 5457.462891
	Iteration 80F: 3 clusters Score -6963834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -6963835.000000 Penalty: 5457.462891
	Iteration 81Q: 3 clusters Score -6963835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -6963845.000000 Penalty: 5457.462891
	Iteration 82Q: 3 clusters Score -6963845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -6963846.500000 Penalty: 5457.462891
	Iteration 83Q: 3 clusters Score -6963846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -6963837.000000 Penalty: 5457.462891
	Iteration 84Q: 3 clusters Score -6963837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 58588 members 
Entering Unmasked Estep 
Score: -6963845.500000 Penalty: 5457.462891
	Iteration 85Q: 3 clusters Score -6963846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -6963845.000000 Penalty: 5457.462891
	Iteration 86Q: 3 clusters Score -6963845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -6963863.000000 Penalty: 5457.462891
	Iteration 87Q: 3 clusters Score -6963863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -6963850.000000 Penalty: 5457.462891
	Iteration 88Q: 3 clusters Score -6963850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -6963855.500000 Penalty: 5457.462891
	Iteration 89Q: 3 clusters Score -6963856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -6963859.000000 Penalty: 5457.462891
	Iteration 90Q: 3 clusters Score -6963859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -6963858.000000 Penalty: 5457.462891
	Iteration 91Q: 3 clusters Score -6963858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -6963864.000000 Penalty: 5457.462891
	Iteration 92Q: 3 clusters Score -6963864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 58634 members 
Entering Unmasked Estep 
Score: -6963863.000000 Penalty: 5457.462891
	Iteration 93Q: 3 clusters Score -6963863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -6963866.000000 Penalty: 5457.462891
	Iteration 94Q: 3 clusters Score -6963866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 58644 members 
Entering Unmasked Estep 
Score: -6963875.000000 Penalty: 5457.462891
	Iteration 95Q: 3 clusters Score -6963875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -6963874.000000 Penalty: 5457.462891
	Iteration 96Q: 3 clusters Score -6963874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -6963871.000000 Penalty: 5457.462891
	Iteration 97Q: 3 clusters Score -6963871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -6963882.000000 Penalty: 5457.462891
	Iteration 98Q: 3 clusters Score -6963882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -6963875.500000 Penalty: 5457.462891
	Iteration 99Q: 3 clusters Score -6963876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -6963884.000000 Penalty: 5457.462891
	Iteration 100F: 3 clusters Score -6963884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -6963878.500000 Penalty: 5457.462891
	Iteration 101Q: 3 clusters Score -6963878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -6963881.000000 Penalty: 5457.462891
	Iteration 102Q: 3 clusters Score -6963881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -6963889.500000 Penalty: 5457.462891
	Iteration 103Q: 3 clusters Score -6963890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -6963888.500000 Penalty: 5457.462891
	Iteration 104Q: 3 clusters Score -6963888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -6963889.000000 Penalty: 5457.462891
	Iteration 105Q: 3 clusters Score -6963889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -6963898.500000 Penalty: 5457.462891
	Iteration 106Q: 3 clusters Score -6963898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -6963894.000000 Penalty: 5457.462891
	Iteration 107Q: 3 clusters Score -6963894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -6963896.500000 Penalty: 5457.462891
	Iteration 108Q: 3 clusters Score -6963896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -6963898.500000 Penalty: 5457.462891
	Iteration 109Q: 3 clusters Score -6963898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -6963898.000000 Penalty: 5457.462891
	Iteration 110Q: 3 clusters Score -6963898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -6963901.500000 Penalty: 5457.462891
	Iteration 111Q: 3 clusters Score -6963902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -6963897.000000 Penalty: 5457.462891
	Iteration 112Q: 3 clusters Score -6963897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -6963897.000000 Penalty: 5457.462891
	Iteration 113F: 3 clusters Score -6963897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Entering Unmasked Estep 
Score: -6839416.000000 Penalty: 2723.037842
	Iteration 0F: 2 clusters Score -6839416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -6800115.500000 Penalty: 5446.075684
	Iteration 0F: 3 clusters Score -6800116 nChanged 27154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -6815189.500000 Penalty: 5446.075684
	Iteration 1F: 3 clusters Score -6815190 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -6815803.000000 Penalty: 5446.075684
	Iteration 2Q: 3 clusters Score -6815803 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6816410.500000 Penalty: 5446.075684
	Iteration 3Q: 3 clusters Score -6816410 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -6817055.500000 Penalty: 5446.075684
	Iteration 4Q: 3 clusters Score -6817056 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -6817654.000000 Penalty: 5446.075684
	Iteration 5Q: 3 clusters Score -6817654 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -6818355.000000 Penalty: 5446.075684
	Iteration 6Q: 3 clusters Score -6818355 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -6819254.500000 Penalty: 5446.075684
	Iteration 7Q: 3 clusters Score -6819254 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -6820458.500000 Penalty: 5446.075684
	Iteration 8Q: 3 clusters Score -6820458 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6822128.000000 Penalty: 5446.075684
	Iteration 9F: 3 clusters Score -6822128 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -6824250.000000 Penalty: 5446.075684
	Iteration 10F: 3 clusters Score -6824250 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -6826737.500000 Penalty: 5446.075684
	Iteration 11F: 3 clusters Score -6826738 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -6828976.000000 Penalty: 5446.075684
	Iteration 12F: 3 clusters Score -6828976 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -6830360.500000 Penalty: 5446.075684
	Iteration 13Q: 3 clusters Score -6830360 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -6831087.000000 Penalty: 5446.075684
	Iteration 14Q: 3 clusters Score -6831087 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -6831586.500000 Penalty: 5446.075684
	Iteration 15Q: 3 clusters Score -6831586 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -6832051.500000 Penalty: 5446.075684
	Iteration 16Q: 3 clusters Score -6832052 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -6832441.000000 Penalty: 5446.075684
	Iteration 17Q: 3 clusters Score -6832441 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -6832807.500000 Penalty: 5446.075684
	Iteration 18Q: 3 clusters Score -6832808 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -6833140.500000 Penalty: 5446.075684
	Iteration 19Q: 3 clusters Score -6833140 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -6833402.500000 Penalty: 5446.075684
	Iteration 20F: 3 clusters Score -6833402 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -6833680.000000 Penalty: 5446.075684
	Iteration 21Q: 3 clusters Score -6833680 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -6833909.500000 Penalty: 5446.075684
	Iteration 22Q: 3 clusters Score -6833910 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -6834181.500000 Penalty: 5446.075684
	Iteration 23Q: 3 clusters Score -6834182 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -6834423.500000 Penalty: 5446.075684
	Iteration 24Q: 3 clusters Score -6834424 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -6834681.500000 Penalty: 5446.075684
	Iteration 25Q: 3 clusters Score -6834682 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52162 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -6834906.500000 Penalty: 5446.075684
	Iteration 26Q: 3 clusters Score -6834906 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -6835081.500000 Penalty: 5446.075684
	Iteration 27Q: 3 clusters Score -6835082 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -6835280.000000 Penalty: 5446.075684
	Iteration 28Q: 3 clusters Score -6835280 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -6835444.500000 Penalty: 5446.075684
	Iteration 29Q: 3 clusters Score -6835444 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6835577.500000 Penalty: 5446.075684
	Iteration 30Q: 3 clusters Score -6835578 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6835700.500000 Penalty: 5446.075684
	Iteration 31Q: 3 clusters Score -6835700 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -6835830.000000 Penalty: 5446.075684
	Iteration 32Q: 3 clusters Score -6835830 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6835951.000000 Penalty: 5446.075684
	Iteration 33Q: 3 clusters Score -6835951 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -6836067.000000 Penalty: 5446.075684
	Iteration 34Q: 3 clusters Score -6836067 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6836164.000000 Penalty: 5446.075684
	Iteration 35Q: 3 clusters Score -6836164 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55828 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6836247.500000 Penalty: 5446.075684
	Iteration 36Q: 3 clusters Score -6836248 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -6836319.500000 Penalty: 5446.075684
	Iteration 37Q: 3 clusters Score -6836320 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6836414.000000 Penalty: 5446.075684
	Iteration 38Q: 3 clusters Score -6836414 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -6836474.000000 Penalty: 5446.075684
	Iteration 39Q: 3 clusters Score -6836474 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6836550.500000 Penalty: 5446.075684
	Iteration 40F: 3 clusters Score -6836550 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6836602.000000 Penalty: 5446.075684
	Iteration 41Q: 3 clusters Score -6836602 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -6836662.500000 Penalty: 5446.075684
	Iteration 42Q: 3 clusters Score -6836662 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6836725.000000 Penalty: 5446.075684
	Iteration 43Q: 3 clusters Score -6836725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6836768.500000 Penalty: 5446.075684
	Iteration 44Q: 3 clusters Score -6836768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6836804.000000 Penalty: 5446.075684
	Iteration 45Q: 3 clusters Score -6836804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57304 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6836817.500000 Penalty: 5446.075684
	Iteration 46Q: 3 clusters Score -6836818 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57378 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6836845.500000 Penalty: 5446.075684
	Iteration 47Q: 3 clusters Score -6836846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6836865.000000 Penalty: 5446.075684
	Iteration 48Q: 3 clusters Score -6836865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6836891.500000 Penalty: 5446.075684
	Iteration 49Q: 3 clusters Score -6836892 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6836928.500000 Penalty: 5446.075684
	Iteration 50Q: 3 clusters Score -6836928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6836948.500000 Penalty: 5446.075684
	Iteration 51Q: 3 clusters Score -6836948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6836968.000000 Penalty: 5446.075684
	Iteration 52Q: 3 clusters Score -6836968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57679 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6836982.500000 Penalty: 5446.075684
	Iteration 53Q: 3 clusters Score -6836982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6837004.500000 Penalty: 5446.075684
	Iteration 54Q: 3 clusters Score -6837004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6837012.500000 Penalty: 5446.075684
	Iteration 55Q: 3 clusters Score -6837012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6837037.000000 Penalty: 5446.075684
	Iteration 56Q: 3 clusters Score -6837037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6837040.000000 Penalty: 5446.075684
	Iteration 57Q: 3 clusters Score -6837040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6837061.000000 Penalty: 5446.075684
	Iteration 58Q: 3 clusters Score -6837061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6837062.000000 Penalty: 5446.075684
	Iteration 59Q: 3 clusters Score -6837062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6837063.000000 Penalty: 5446.075684
	Iteration 60F: 3 clusters Score -6837063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57866 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6837063.500000 Penalty: 5446.075684
	Iteration 61Q: 3 clusters Score -6837064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6837073.000000 Penalty: 5446.075684
	Iteration 62Q: 3 clusters Score -6837073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6837073.500000 Penalty: 5446.075684
	Iteration 63Q: 3 clusters Score -6837074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6837080.000000 Penalty: 5446.075684
	Iteration 64Q: 3 clusters Score -6837080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6837077.000000 Penalty: 5446.075684
	Iteration 65Q: 3 clusters Score -6837077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6837086.500000 Penalty: 5446.075684
	Iteration 66Q: 3 clusters Score -6837086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6837090.500000 Penalty: 5446.075684
	Iteration 67Q: 3 clusters Score -6837090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6837096.000000 Penalty: 5446.075684
	Iteration 68Q: 3 clusters Score -6837096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6837095.500000 Penalty: 5446.075684
	Iteration 69Q: 3 clusters Score -6837096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6837093.000000 Penalty: 5446.075684
	Iteration 70Q: 3 clusters Score -6837093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6837098.500000 Penalty: 5446.075684
	Iteration 71Q: 3 clusters Score -6837098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6837097.500000 Penalty: 5446.075684
	Iteration 72Q: 3 clusters Score -6837098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6837095.500000 Penalty: 5446.075684
	Iteration 73Q: 3 clusters Score -6837096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6837110.000000 Penalty: 5446.075684
	Iteration 74Q: 3 clusters Score -6837110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6837105.000000 Penalty: 5446.075684
	Iteration 75Q: 3 clusters Score -6837105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6837113.000000 Penalty: 5446.075684
	Iteration 76Q: 3 clusters Score -6837113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6837111.000000 Penalty: 5446.075684
	Iteration 77Q: 3 clusters Score -6837111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6837106.500000 Penalty: 5446.075684
	Iteration 78Q: 3 clusters Score -6837106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6837109.500000 Penalty: 5446.075684
	Iteration 79Q: 3 clusters Score -6837110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6837112.500000 Penalty: 5446.075684
	Iteration 80F: 3 clusters Score -6837112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Entering Unmasked Estep 
Score: -888012.625000 Penalty: 2226.614014
	Iteration 0F: 2 clusters Score -888012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -881769.625000 Penalty: 4453.228027
	Iteration 0F: 3 clusters Score -881769.6 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -883750.187500 Penalty: 4453.228027
	Iteration 1F: 3 clusters Score -883750.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -884208.562500 Penalty: 4453.228027
	Iteration 2F: 3 clusters Score -884208.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -884518.250000 Penalty: 4453.228027
	Iteration 3F: 3 clusters Score -884518.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -884751.312500 Penalty: 4453.228027
	Iteration 4F: 3 clusters Score -884751.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -884924.687500 Penalty: 4453.228027
	Iteration 5Q: 3 clusters Score -884924.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -885068.937500 Penalty: 4453.228027
	Iteration 6Q: 3 clusters Score -885068.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -885208.187500 Penalty: 4453.228027
	Iteration 7Q: 3 clusters Score -885208.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -885336.187500 Penalty: 4453.228027
	Iteration 8Q: 3 clusters Score -885336.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -885436.250000 Penalty: 4453.228027
	Iteration 9Q: 3 clusters Score -885436.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -885536.000000 Penalty: 4453.228027
	Iteration 10Q: 3 clusters Score -885536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -885607.812500 Penalty: 4453.228027
	Iteration 11Q: 3 clusters Score -885607.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -885681.500000 Penalty: 4453.228027
	Iteration 12Q: 3 clusters Score -885681.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -885748.937500 Penalty: 4453.228027
	Iteration 13Q: 3 clusters Score -885748.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -885803.625000 Penalty: 4453.228027
	Iteration 14Q: 3 clusters Score -885803.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -885854.250000 Penalty: 4453.228027
	Iteration 15Q: 3 clusters Score -885854.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -885904.562500 Penalty: 4453.228027
	Iteration 16Q: 3 clusters Score -885904.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -885963.312500 Penalty: 4453.228027
	Iteration 17Q: 3 clusters Score -885963.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -886022.437500 Penalty: 4453.228027
	Iteration 18Q: 3 clusters Score -886022.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -886079.312500 Penalty: 4453.228027
	Iteration 19Q: 3 clusters Score -886079.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -886128.125000 Penalty: 4453.228027
	Iteration 20F: 3 clusters Score -886128.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -886174.750000 Penalty: 4453.228027
	Iteration 21Q: 3 clusters Score -886174.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -886215.687500 Penalty: 4453.228027
	Iteration 22Q: 3 clusters Score -886215.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -886262.062500 Penalty: 4453.228027
	Iteration 23Q: 3 clusters Score -886262.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -886309.625000 Penalty: 4453.228027
	Iteration 24Q: 3 clusters Score -886309.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -886349.625000 Penalty: 4453.228027
	Iteration 25Q: 3 clusters Score -886349.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -886398.687500 Penalty: 4453.228027
	Iteration 26Q: 3 clusters Score -886398.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -886451.750000 Penalty: 4453.228027
	Iteration 27Q: 3 clusters Score -886451.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -886501.125000 Penalty: 4453.228027
	Iteration 28Q: 3 clusters Score -886501.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -886546.062500 Penalty: 4453.228027
	Iteration 29Q: 3 clusters Score -886546.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -886579.250000 Penalty: 4453.228027
	Iteration 30Q: 3 clusters Score -886579.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -886605.875000 Penalty: 4453.228027
	Iteration 31Q: 3 clusters Score -886605.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -886620.625000 Penalty: 4453.228027
	Iteration 32Q: 3 clusters Score -886620.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -886629.875000 Penalty: 4453.228027
	Iteration 33Q: 3 clusters Score -886629.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -886637.750000 Penalty: 4453.228027
	Iteration 34Q: 3 clusters Score -886637.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -886645.187500 Penalty: 4453.228027
	Iteration 35Q: 3 clusters Score -886645.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -886654.875000 Penalty: 4453.228027
	Iteration 36Q: 3 clusters Score -886654.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -886660.625000 Penalty: 4453.228027
	Iteration 37Q: 3 clusters Score -886660.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -886668.000000 Penalty: 4453.228027
	Iteration 38Q: 3 clusters Score -886668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -886673.062500 Penalty: 4453.228027
	Iteration 39Q: 3 clusters Score -886673.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -886679.062500 Penalty: 4453.228027
	Iteration 40F: 3 clusters Score -886679.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -886689.000000 Penalty: 4453.228027
	Iteration 41Q: 3 clusters Score -886689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -886694.062500 Penalty: 4453.228027
	Iteration 42Q: 3 clusters Score -886694.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -886706.750000 Penalty: 4453.228027
	Iteration 43Q: 3 clusters Score -886706.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -886720.375000 Penalty: 4453.228027
	Iteration 44Q: 3 clusters Score -886720.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -886734.062500 Penalty: 4453.228027
	Iteration 45Q: 3 clusters Score -886734.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -886754.937500 Penalty: 4453.228027
	Iteration 46Q: 3 clusters Score -886754.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -886784.687500 Penalty: 4453.228027
	Iteration 47Q: 3 clusters Score -886784.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -886827.625000 Penalty: 4453.228027
	Iteration 48Q: 3 clusters Score -886827.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -886878.750000 Penalty: 4453.228027
	Iteration 49Q: 3 clusters Score -886878.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -886938.750000 Penalty: 4453.228027
	Iteration 50Q: 3 clusters Score -886938.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -887021.750000 Penalty: 4453.228027
	Iteration 51Q: 3 clusters Score -887021.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -887097.937500 Penalty: 4453.228027
	Iteration 52Q: 3 clusters Score -887097.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -887163.250000 Penalty: 4453.228027
	Iteration 53Q: 3 clusters Score -887163.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -887210.375000 Penalty: 4453.228027
	Iteration 54Q: 3 clusters Score -887210.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -887254.062500 Penalty: 4453.228027
	Iteration 55Q: 3 clusters Score -887254.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -887292.625000 Penalty: 4453.228027
	Iteration 56Q: 3 clusters Score -887292.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -887348.687500 Penalty: 4453.228027
	Iteration 57Q: 3 clusters Score -887348.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -887403.375000 Penalty: 4453.228027
	Iteration 58Q: 3 clusters Score -887403.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -887438.437500 Penalty: 4453.228027
	Iteration 59Q: 3 clusters Score -887438.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -887466.937500 Penalty: 4453.228027
	Iteration 60F: 3 clusters Score -887466.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -887491.875000 Penalty: 4453.228027
	Iteration 61Q: 3 clusters Score -887491.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -887521.250000 Penalty: 4453.228027
	Iteration 62Q: 3 clusters Score -887521.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -887556.187500 Penalty: 4453.228027
	Iteration 63Q: 3 clusters Score -887556.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -887592.750000 Penalty: 4453.228027
	Iteration 64Q: 3 clusters Score -887592.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -887631.312500 Penalty: 4453.228027
	Iteration 65Q: 3 clusters Score -887631.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -887649.937500 Penalty: 4453.228027
	Iteration 66Q: 3 clusters Score -887649.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -887673.187500 Penalty: 4453.228027
	Iteration 67Q: 3 clusters Score -887673.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -887690.937500 Penalty: 4453.228027
	Iteration 68Q: 3 clusters Score -887690.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -887709.125000 Penalty: 4453.228027
	Iteration 69Q: 3 clusters Score -887709.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -887727.062500 Penalty: 4453.228027
	Iteration 70Q: 3 clusters Score -887727.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -887744.312500 Penalty: 4453.228027
	Iteration 71Q: 3 clusters Score -887744.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -887756.937500 Penalty: 4453.228027
	Iteration 72Q: 3 clusters Score -887756.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -887772.250000 Penalty: 4453.228027
	Iteration 73Q: 3 clusters Score -887772.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -887791.875000 Penalty: 4453.228027
	Iteration 74Q: 3 clusters Score -887791.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -887807.687500 Penalty: 4453.228027
	Iteration 75Q: 3 clusters Score -887807.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -887827.750000 Penalty: 4453.228027
	Iteration 76Q: 3 clusters Score -887827.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -887857.125000 Penalty: 4453.228027
	Iteration 77Q: 3 clusters Score -887857.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -887885.312500 Penalty: 4453.228027
	Iteration 78Q: 3 clusters Score -887885.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -887918.625000 Penalty: 4453.228027
	Iteration 79Q: 3 clusters Score -887918.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -887956.812500 Penalty: 4453.228027
	Iteration 80F: 3 clusters Score -887956.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -888001.750000 Penalty: 4453.228027
	Iteration 81Q: 3 clusters Score -888001.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -888051.437500 Penalty: 4453.228027
	Iteration 82Q: 3 clusters Score -888051.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -888108.312500 Penalty: 4453.228027
	Iteration 83Q: 3 clusters Score -888108.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -888161.375000 Penalty: 4453.228027
	Iteration 84Q: 3 clusters Score -888161.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -888217.062500 Penalty: 4453.228027
	Iteration 85Q: 3 clusters Score -888217.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -888286.875000 Penalty: 4453.228027
	Iteration 86Q: 3 clusters Score -888286.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -888364.562500 Penalty: 4453.228027
	Iteration 87Q: 3 clusters Score -888364.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -888438.312500 Penalty: 4453.228027
	Iteration 88Q: 3 clusters Score -888438.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -888491.187500 Penalty: 4453.228027
	Iteration 89Q: 3 clusters Score -888491.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -888548.625000 Penalty: 4453.228027
	Iteration 90Q: 3 clusters Score -888548.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -888598.000000 Penalty: 4453.228027
	Iteration 91Q: 3 clusters Score -888598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -888647.250000 Penalty: 4453.228027
	Iteration 92Q: 3 clusters Score -888647.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -888692.062500 Penalty: 4453.228027
	Iteration 93Q: 3 clusters Score -888692.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -888725.500000 Penalty: 4453.228027
	Iteration 94Q: 3 clusters Score -888725.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -888743.937500 Penalty: 4453.228027
	Iteration 95Q: 3 clusters Score -888743.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -888751.812500 Penalty: 4453.228027
	Iteration 96Q: 3 clusters Score -888751.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -888763.625000 Penalty: 4453.228027
	Iteration 97Q: 3 clusters Score -888763.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -888767.500000 Penalty: 4453.228027
	Iteration 98Q: 3 clusters Score -888767.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -888771.937500 Penalty: 4453.228027
	Iteration 99Q: 3 clusters Score -888771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -888778.000000 Penalty: 4453.228027
	Iteration 100F: 3 clusters Score -888778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -888783.187500 Penalty: 4453.228027
	Iteration 101Q: 3 clusters Score -888783.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -888785.937500 Penalty: 4453.228027
	Iteration 102Q: 3 clusters Score -888785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -888786.875000 Penalty: 4453.228027
	Iteration 103Q: 3 clusters Score -888786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -888786.250000 Penalty: 4453.228027
	Iteration 104Q: 3 clusters Score -888786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -888789.062500 Penalty: 4453.228027
	Iteration 105Q: 3 clusters Score -888789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -888790.187500 Penalty: 4453.228027
	Iteration 106Q: 3 clusters Score -888790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -888790.562500 Penalty: 4453.228027
	Iteration 107Q: 3 clusters Score -888790.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -888790.375000 Penalty: 4453.228027
	Iteration 108Q: 3 clusters Score -888790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -888792.437500 Penalty: 4453.228027
	Iteration 109Q: 3 clusters Score -888792.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -888793.187500 Penalty: 4453.228027
	Iteration 110Q: 3 clusters Score -888793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -888795.187500 Penalty: 4453.228027
	Iteration 111Q: 3 clusters Score -888795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -888794.250000 Penalty: 4453.228027
	Iteration 112Q: 3 clusters Score -888794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -888794.250000 Penalty: 4453.228027
	Iteration 113F: 3 clusters Score -888794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 192117 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 248699 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 4772 members 
Entering Unmasked Estep 
Score: -225860624.000000 Penalty: 133191.765625
Splitting cluster 10 changes total score from -225861168.000000 to -225860624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -619209.250000 Penalty: 2147.743164
	Iteration 0F: 2 clusters Score -619209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -614197.062500 Penalty: 4295.486328
	Iteration 0F: 3 clusters Score -614197.1 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -615474.500000 Penalty: 4295.486328
	Iteration 1F: 3 clusters Score -615474.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -615774.437500 Penalty: 4295.486328
	Iteration 2F: 3 clusters Score -615774.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -616021.250000 Penalty: 4295.486328
	Iteration 3F: 3 clusters Score -616021.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -616261.062500 Penalty: 4295.486328
	Iteration 4F: 3 clusters Score -616261.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -616445.125000 Penalty: 4295.486328
	Iteration 5Q: 3 clusters Score -616445.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -616684.937500 Penalty: 4295.486328
	Iteration 6Q: 3 clusters Score -616684.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -616926.375000 Penalty: 4295.486328
	Iteration 7Q: 3 clusters Score -616926.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -617186.875000 Penalty: 4295.486328
	Iteration 8Q: 3 clusters Score -617186.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -617406.437500 Penalty: 4295.486328
	Iteration 9Q: 3 clusters Score -617406.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -617555.875000 Penalty: 4295.486328
	Iteration 10Q: 3 clusters Score -617555.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -617684.375000 Penalty: 4295.486328
	Iteration 11Q: 3 clusters Score -617684.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -617785.187500 Penalty: 4295.486328
	Iteration 12Q: 3 clusters Score -617785.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -617857.437500 Penalty: 4295.486328
	Iteration 13Q: 3 clusters Score -617857.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -617922.187500 Penalty: 4295.486328
	Iteration 14Q: 3 clusters Score -617922.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -617968.812500 Penalty: 4295.486328
	Iteration 15Q: 3 clusters Score -617968.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -617999.687500 Penalty: 4295.486328
	Iteration 16Q: 3 clusters Score -617999.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -618024.187500 Penalty: 4295.486328
	Iteration 17Q: 3 clusters Score -618024.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -618044.437500 Penalty: 4295.486328
	Iteration 18Q: 3 clusters Score -618044.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -618068.437500 Penalty: 4295.486328
	Iteration 19Q: 3 clusters Score -618068.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -618090.812500 Penalty: 4295.486328
	Iteration 20F: 3 clusters Score -618090.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -618111.000000 Penalty: 4295.486328
	Iteration 21Q: 3 clusters Score -618111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -618130.062500 Penalty: 4295.486328
	Iteration 22Q: 3 clusters Score -618130.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -618146.500000 Penalty: 4295.486328
	Iteration 23Q: 3 clusters Score -618146.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -618160.687500 Penalty: 4295.486328
	Iteration 24Q: 3 clusters Score -618160.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -618177.062500 Penalty: 4295.486328
	Iteration 25Q: 3 clusters Score -618177.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -618188.437500 Penalty: 4295.486328
	Iteration 26Q: 3 clusters Score -618188.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -618196.937500 Penalty: 4295.486328
	Iteration 27Q: 3 clusters Score -618196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -618200.187500 Penalty: 4295.486328
	Iteration 28Q: 3 clusters Score -618200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -618204.750000 Penalty: 4295.486328
	Iteration 29Q: 3 clusters Score -618204.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -618209.875000 Penalty: 4295.486328
	Iteration 30Q: 3 clusters Score -618209.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -618211.375000 Penalty: 4295.486328
	Iteration 31Q: 3 clusters Score -618211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -618213.375000 Penalty: 4295.486328
	Iteration 32Q: 3 clusters Score -618213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -618214.750000 Penalty: 4295.486328
	Iteration 33Q: 3 clusters Score -618214.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -618215.562500 Penalty: 4295.486328
	Iteration 34Q: 3 clusters Score -618215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -618216.687500 Penalty: 4295.486328
	Iteration 35Q: 3 clusters Score -618216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -618217.750000 Penalty: 4295.486328
	Iteration 36Q: 3 clusters Score -618217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -618218.687500 Penalty: 4295.486328
	Iteration 37Q: 3 clusters Score -618218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -618218.312500 Penalty: 4295.486328
	Iteration 38Q: 3 clusters Score -618218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -618217.875000 Penalty: 4295.486328
	Iteration 39Q: 3 clusters Score -618217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -618218.125000 Penalty: 4295.486328
	Iteration 40F: 3 clusters Score -618218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -618219.312500 Penalty: 4295.486328
	Iteration 41Q: 3 clusters Score -618219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -618218.937500 Penalty: 4295.486328
	Iteration 42Q: 3 clusters Score -618218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -618218.875000 Penalty: 4295.486328
	Iteration 43Q: 3 clusters Score -618218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -618219.687500 Penalty: 4295.486328
	Iteration 44Q: 3 clusters Score -618219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -618219.812500 Penalty: 4295.486328
	Iteration 45Q: 3 clusters Score -618219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -618220.875000 Penalty: 4295.486328
	Iteration 46Q: 3 clusters Score -618220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -618219.812500 Penalty: 4295.486328
	Iteration 47Q: 3 clusters Score -618219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -618220.937500 Penalty: 4295.486328
	Iteration 48Q: 3 clusters Score -618220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -618222.125000 Penalty: 4295.486328
	Iteration 49Q: 3 clusters Score -618222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -618224.562500 Penalty: 4295.486328
	Iteration 50Q: 3 clusters Score -618224.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -618223.937500 Penalty: 4295.486328
	Iteration 51Q: 3 clusters Score -618223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -618225.437500 Penalty: 4295.486328
	Iteration 52Q: 3 clusters Score -618225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -618225.437500 Penalty: 4295.486328
	Iteration 53Q: 3 clusters Score -618225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -618226.250000 Penalty: 4295.486328
	Iteration 54Q: 3 clusters Score -618226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -618226.312500 Penalty: 4295.486328
	Iteration 55Q: 3 clusters Score -618226.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -618227.000000 Penalty: 4295.486328
	Iteration 56Q: 3 clusters Score -618227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -618227.000000 Penalty: 4295.486328
	Iteration 57F: 3 clusters Score -618227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Entering Unmasked Estep 
Score: -1299831.000000 Penalty: 2315.678711
	Iteration 0F: 2 clusters Score -1299831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1291327.875000 Penalty: 4631.357422
	Iteration 0F: 3 clusters Score -1291328 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1293773.625000 Penalty: 4631.357422
	Iteration 1F: 3 clusters Score -1293774 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1294091.875000 Penalty: 4631.357422
	Iteration 2F: 3 clusters Score -1294092 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1294322.500000 Penalty: 4631.357422
	Iteration 3F: 3 clusters Score -1294322 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1294509.750000 Penalty: 4631.357422
	Iteration 4Q: 3 clusters Score -1294510 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1294665.375000 Penalty: 4631.357422
	Iteration 5Q: 3 clusters Score -1294665 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1294849.125000 Penalty: 4631.357422
	Iteration 6Q: 3 clusters Score -1294849 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1295019.250000 Penalty: 4631.357422
	Iteration 7Q: 3 clusters Score -1295019 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1295166.750000 Penalty: 4631.357422
	Iteration 8Q: 3 clusters Score -1295167 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1295310.875000 Penalty: 4631.357422
	Iteration 9Q: 3 clusters Score -1295311 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1295487.875000 Penalty: 4631.357422
	Iteration 10Q: 3 clusters Score -1295488 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1295750.500000 Penalty: 4631.357422
	Iteration 11Q: 3 clusters Score -1295750 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1296149.500000 Penalty: 4631.357422
	Iteration 12Q: 3 clusters Score -1296150 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1296614.375000 Penalty: 4631.357422
	Iteration 13Q: 3 clusters Score -1296614 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1297086.750000 Penalty: 4631.357422
	Iteration 14Q: 3 clusters Score -1297087 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1297507.250000 Penalty: 4631.357422
	Iteration 15Q: 3 clusters Score -1297507 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1297850.000000 Penalty: 4631.357422
	Iteration 16Q: 3 clusters Score -1297850 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1298078.375000 Penalty: 4631.357422
	Iteration 17Q: 3 clusters Score -1298078 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1298197.125000 Penalty: 4631.357422
	Iteration 18Q: 3 clusters Score -1298197 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1298259.750000 Penalty: 4631.357422
	Iteration 19Q: 3 clusters Score -1298260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1298304.875000 Penalty: 4631.357422
	Iteration 20F: 3 clusters Score -1298305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1298331.125000 Penalty: 4631.357422
	Iteration 21Q: 3 clusters Score -1298331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1298347.750000 Penalty: 4631.357422
	Iteration 22Q: 3 clusters Score -1298348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1298363.000000 Penalty: 4631.357422
	Iteration 23Q: 3 clusters Score -1298363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1298376.750000 Penalty: 4631.357422
	Iteration 24Q: 3 clusters Score -1298377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1298384.750000 Penalty: 4631.357422
	Iteration 25Q: 3 clusters Score -1298385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1298392.250000 Penalty: 4631.357422
	Iteration 26Q: 3 clusters Score -1298392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1298400.375000 Penalty: 4631.357422
	Iteration 27Q: 3 clusters Score -1298400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1298406.000000 Penalty: 4631.357422
	Iteration 28Q: 3 clusters Score -1298406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1298409.375000 Penalty: 4631.357422
	Iteration 29Q: 3 clusters Score -1298409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1298414.750000 Penalty: 4631.357422
	Iteration 30Q: 3 clusters Score -1298415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1298419.250000 Penalty: 4631.357422
	Iteration 31Q: 3 clusters Score -1298419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1298421.250000 Penalty: 4631.357422
	Iteration 32Q: 3 clusters Score -1298421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1298435.875000 Penalty: 4631.357422
	Iteration 33Q: 3 clusters Score -1298436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1298448.875000 Penalty: 4631.357422
	Iteration 34Q: 3 clusters Score -1298449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1298454.250000 Penalty: 4631.357422
	Iteration 35Q: 3 clusters Score -1298454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1298466.000000 Penalty: 4631.357422
	Iteration 36Q: 3 clusters Score -1298466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1298475.375000 Penalty: 4631.357422
	Iteration 37Q: 3 clusters Score -1298475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1298486.625000 Penalty: 4631.357422
	Iteration 38Q: 3 clusters Score -1298487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1298498.625000 Penalty: 4631.357422
	Iteration 39Q: 3 clusters Score -1298499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1298511.625000 Penalty: 4631.357422
	Iteration 40F: 3 clusters Score -1298512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1298523.500000 Penalty: 4631.357422
	Iteration 41Q: 3 clusters Score -1298524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1298531.875000 Penalty: 4631.357422
	Iteration 42Q: 3 clusters Score -1298532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1298550.625000 Penalty: 4631.357422
	Iteration 43Q: 3 clusters Score -1298551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1298563.250000 Penalty: 4631.357422
	Iteration 44Q: 3 clusters Score -1298563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1298582.125000 Penalty: 4631.357422
	Iteration 45Q: 3 clusters Score -1298582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1298606.125000 Penalty: 4631.357422
	Iteration 46Q: 3 clusters Score -1298606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1298624.375000 Penalty: 4631.357422
	Iteration 47Q: 3 clusters Score -1298624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1298640.375000 Penalty: 4631.357422
	Iteration 48Q: 3 clusters Score -1298640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1298658.500000 Penalty: 4631.357422
	Iteration 49Q: 3 clusters Score -1298658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1298676.375000 Penalty: 4631.357422
	Iteration 50Q: 3 clusters Score -1298676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1298680.750000 Penalty: 4631.357422
	Iteration 51Q: 3 clusters Score -1298681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1298690.500000 Penalty: 4631.357422
	Iteration 52Q: 3 clusters Score -1298690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1298704.125000 Penalty: 4631.357422
	Iteration 53Q: 3 clusters Score -1298704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1298712.375000 Penalty: 4631.357422
	Iteration 54Q: 3 clusters Score -1298712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1298720.250000 Penalty: 4631.357422
	Iteration 55Q: 3 clusters Score -1298720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1298722.750000 Penalty: 4631.357422
	Iteration 56Q: 3 clusters Score -1298723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1298730.000000 Penalty: 4631.357422
	Iteration 57Q: 3 clusters Score -1298730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1298733.500000 Penalty: 4631.357422
	Iteration 58Q: 3 clusters Score -1298734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1298731.000000 Penalty: 4631.357422
	Iteration 59Q: 3 clusters Score -1298731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1298730.000000 Penalty: 4631.357422
	Iteration 60F: 3 clusters Score -1298730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (192117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192117 members 
Entering Unmasked Estep 
Score: -22246438.000000 Penalty: 3017.133301
	Iteration 0F: 2 clusters Score -2.224644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 96012 members 
Entering Unmasked Estep 
Score: -22119522.000000 Penalty: 6034.266602
	Iteration 0F: 3 clusters Score -2.211952e+07 nChanged 92555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -22173744.000000 Penalty: 6034.266602
	Iteration 1F: 3 clusters Score -2.217374e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96901 members 
Mstep: Class 2 contains 95216 members 
Entering Unmasked Estep 
Score: -22175442.000000 Penalty: 6034.266602
	Iteration 2Q: 3 clusters Score -2.217544e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96943 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -22177954.000000 Penalty: 6034.266602
	Iteration 3Q: 3 clusters Score -2.217795e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96680 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -22181868.000000 Penalty: 6034.266602
	Iteration 4Q: 3 clusters Score -2.218187e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -22186690.000000 Penalty: 6034.266602
	Iteration 5F: 3 clusters Score -2.218669e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -22192254.000000 Penalty: 6034.266602
	Iteration 6F: 3 clusters Score -2.219225e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 102937 members 
Entering Unmasked Estep 
Score: -22199416.000000 Penalty: 6034.266602
	Iteration 7F: 3 clusters Score -2.219942e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
Score: -22207162.000000 Penalty: 6034.266602
	Iteration 8F: 3 clusters Score -2.220716e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 113736 members 
Entering Unmasked Estep 
Score: -22215706.000000 Penalty: 6034.266602
	Iteration 9F: 3 clusters Score -2.221571e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -22223560.000000 Penalty: 6034.266602
	Iteration 10F: 3 clusters Score -2.222356e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 123438 members 
Entering Unmasked Estep 
Score: -22229076.000000 Penalty: 6034.266602
	Iteration 11Q: 3 clusters Score -2.222908e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -22232604.000000 Penalty: 6034.266602
	Iteration 12Q: 3 clusters Score -2.22326e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61230 members 
Mstep: Class 2 contains 130887 members 
Entering Unmasked Estep 
Score: -22234758.000000 Penalty: 6034.266602
	Iteration 13Q: 3 clusters Score -2.223476e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57580 members 
Mstep: Class 2 contains 134537 members 
Entering Unmasked Estep 
Score: -22236424.000000 Penalty: 6034.266602
	Iteration 14Q: 3 clusters Score -2.223642e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 138204 members 
Entering Unmasked Estep 
Score: -22238024.000000 Penalty: 6034.266602
	Iteration 15Q: 3 clusters Score -2.223802e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 141761 members 
Entering Unmasked Estep 
Score: -22239550.000000 Penalty: 6034.266602
	Iteration 16Q: 3 clusters Score -2.223955e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 145137 members 
Entering Unmasked Estep 
Score: -22240852.000000 Penalty: 6034.266602
	Iteration 17Q: 3 clusters Score -2.224085e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 148307 members 
Entering Unmasked Estep 
Score: -22241986.000000 Penalty: 6034.266602
	Iteration 18Q: 3 clusters Score -2.224199e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 151271 members 
Entering Unmasked Estep 
Score: -22243024.000000 Penalty: 6034.266602
	Iteration 19Q: 3 clusters Score -2.224302e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 153972 members 
Entering Unmasked Estep 
Score: -22243916.000000 Penalty: 6034.266602
	Iteration 20F: 3 clusters Score -2.224392e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 156384 members 
Entering Unmasked Estep 
Score: -22244572.000000 Penalty: 6034.266602
	Iteration 21Q: 3 clusters Score -2.224457e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 158608 members 
Entering Unmasked Estep 
Score: -22245142.000000 Penalty: 6034.266602
	Iteration 22Q: 3 clusters Score -2.224514e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 160678 members 
Entering Unmasked Estep 
Score: -22245702.000000 Penalty: 6034.266602
	Iteration 23Q: 3 clusters Score -2.22457e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 162605 members 
Entering Unmasked Estep 
Score: -22245990.000000 Penalty: 6034.266602
	Iteration 24Q: 3 clusters Score -2.224599e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -22246384.000000 Penalty: 6034.266602
	Iteration 25Q: 3 clusters Score -2.224638e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -22246768.000000 Penalty: 6034.266602
	Iteration 26Q: 3 clusters Score -2.224677e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -22247124.000000 Penalty: 6034.266602
	Iteration 27Q: 3 clusters Score -2.224712e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 168967 members 
Entering Unmasked Estep 
Score: -22247540.000000 Penalty: 6034.266602
	Iteration 28Q: 3 clusters Score -2.224754e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 170290 members 
Entering Unmasked Estep 
Score: -22247796.000000 Penalty: 6034.266602
	Iteration 29Q: 3 clusters Score -2.22478e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -22247996.000000 Penalty: 6034.266602
	Iteration 30Q: 3 clusters Score -2.2248e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 172562 members 
Entering Unmasked Estep 
Score: -22248176.000000 Penalty: 6034.266602
	Iteration 31Q: 3 clusters Score -2.224818e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 173543 members 
Entering Unmasked Estep 
Score: -22248290.000000 Penalty: 6034.266602
	Iteration 32Q: 3 clusters Score -2.224829e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 174457 members 
Entering Unmasked Estep 
Score: -22248506.000000 Penalty: 6034.266602
	Iteration 33Q: 3 clusters Score -2.224851e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 175311 members 
Entering Unmasked Estep 
Score: -22248628.000000 Penalty: 6034.266602
	Iteration 34Q: 3 clusters Score -2.224863e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 176112 members 
Entering Unmasked Estep 
Score: -22248764.000000 Penalty: 6034.266602
	Iteration 35Q: 3 clusters Score -2.224876e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 176848 members 
Entering Unmasked Estep 
Score: -22248866.000000 Penalty: 6034.266602
	Iteration 36Q: 3 clusters Score -2.224887e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 177511 members 
Entering Unmasked Estep 
Score: -22248946.000000 Penalty: 6034.266602
	Iteration 37Q: 3 clusters Score -2.224895e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 178069 members 
Entering Unmasked Estep 
Score: -22249006.000000 Penalty: 6034.266602
	Iteration 38Q: 3 clusters Score -2.224901e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 178566 members 
Entering Unmasked Estep 
Score: -22249096.000000 Penalty: 6034.266602
	Iteration 39Q: 3 clusters Score -2.22491e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 178999 members 
Entering Unmasked Estep 
Score: -22249140.000000 Penalty: 6034.266602
	Iteration 40F: 3 clusters Score -2.224914e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 179376 members 
Entering Unmasked Estep 
Score: -22249224.000000 Penalty: 6034.266602
	Iteration 41Q: 3 clusters Score -2.224922e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 179722 members 
Entering Unmasked Estep 
Score: -22249282.000000 Penalty: 6034.266602
	Iteration 42Q: 3 clusters Score -2.224928e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 180065 members 
Entering Unmasked Estep 
Score: -22249268.000000 Penalty: 6034.266602
	Iteration 43Q: 3 clusters Score -2.224927e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 180337 members 
Entering Unmasked Estep 
Score: -22249278.000000 Penalty: 6034.266602
	Iteration 44Q: 3 clusters Score -2.224928e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 180571 members 
Entering Unmasked Estep 
Score: -22249256.000000 Penalty: 6034.266602
	Iteration 45Q: 3 clusters Score -2.224926e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 180785 members 
Entering Unmasked Estep 
Score: -22249302.000000 Penalty: 6034.266602
	Iteration 46Q: 3 clusters Score -2.22493e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 180950 members 
Entering Unmasked Estep 
Score: -22249336.000000 Penalty: 6034.266602
	Iteration 47Q: 3 clusters Score -2.224934e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 181086 members 
Entering Unmasked Estep 
Score: -22249364.000000 Penalty: 6034.266602
	Iteration 48Q: 3 clusters Score -2.224936e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 181202 members 
Entering Unmasked Estep 
Score: -22249374.000000 Penalty: 6034.266602
	Iteration 49Q: 3 clusters Score -2.224937e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 181308 members 
Entering Unmasked Estep 
Score: -22249336.000000 Penalty: 6034.266602
	Iteration 50Q: 3 clusters Score -2.224934e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 181393 members 
Entering Unmasked Estep 
Score: -22249326.000000 Penalty: 6034.266602
	Iteration 51Q: 3 clusters Score -2.224933e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 181470 members 
Entering Unmasked Estep 
Score: -22249356.000000 Penalty: 6034.266602
	Iteration 52Q: 3 clusters Score -2.224936e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -22249390.000000 Penalty: 6034.266602
	Iteration 53Q: 3 clusters Score -2.224939e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 181636 members 
Entering Unmasked Estep 
Score: -22249416.000000 Penalty: 6034.266602
	Iteration 54Q: 3 clusters Score -2.224942e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 181704 members 
Entering Unmasked Estep 
Score: -22249430.000000 Penalty: 6034.266602
	Iteration 55Q: 3 clusters Score -2.224943e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 181766 members 
Entering Unmasked Estep 
Score: -22249450.000000 Penalty: 6034.266602
	Iteration 56Q: 3 clusters Score -2.224945e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 181813 members 
Entering Unmasked Estep 
Score: -22249468.000000 Penalty: 6034.266602
	Iteration 57Q: 3 clusters Score -2.224947e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 181858 members 
Entering Unmasked Estep 
Score: -22249486.000000 Penalty: 6034.266602
	Iteration 58Q: 3 clusters Score -2.224949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 181906 members 
Entering Unmasked Estep 
Score: -22249438.000000 Penalty: 6034.266602
	Iteration 59Q: 3 clusters Score -2.224944e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 181942 members 
Entering Unmasked Estep 
Score: -22249410.000000 Penalty: 6034.266602
	Iteration 60F: 3 clusters Score -2.224941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 181974 members 
Entering Unmasked Estep 
Score: -22249402.000000 Penalty: 6034.266602
	Iteration 61Q: 3 clusters Score -2.22494e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 181990 members 
Entering Unmasked Estep 
Score: -22249410.000000 Penalty: 6034.266602
	Iteration 62Q: 3 clusters Score -2.224941e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 182007 members 
Entering Unmasked Estep 
Score: -22249438.000000 Penalty: 6034.266602
	Iteration 63Q: 3 clusters Score -2.224944e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 182026 members 
Entering Unmasked Estep 
Score: -22249422.000000 Penalty: 6034.266602
	Iteration 64Q: 3 clusters Score -2.224942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 182039 members 
Entering Unmasked Estep 
Score: -22249420.000000 Penalty: 6034.266602
	Iteration 65Q: 3 clusters Score -2.224942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 182049 members 
Entering Unmasked Estep 
Score: -22249442.000000 Penalty: 6034.266602
	Iteration 66Q: 3 clusters Score -2.224944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 182056 members 
Entering Unmasked Estep 
Score: -22249438.000000 Penalty: 6034.266602
	Iteration 67Q: 3 clusters Score -2.224944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 182063 members 
Entering Unmasked Estep 
Score: -22249440.000000 Penalty: 6034.266602
	Iteration 68Q: 3 clusters Score -2.224944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 182067 members 
Entering Unmasked Estep 
Score: -22249442.000000 Penalty: 6034.266602
	Iteration 69Q: 3 clusters Score -2.224944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 182068 members 
Entering Unmasked Estep 
Score: -22249440.000000 Penalty: 6034.266602
	Iteration 70Q: 3 clusters Score -2.224944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 182070 members 
Entering Unmasked Estep 
Score: -22249442.000000 Penalty: 6034.266602
	Iteration 71Q: 3 clusters Score -2.224944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 182073 members 
Entering Unmasked Estep 
Score: -22249444.000000 Penalty: 6034.266602
	Iteration 72Q: 3 clusters Score -2.224944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 182076 members 
Entering Unmasked Estep 
Score: -22249446.000000 Penalty: 6034.266602
	Iteration 73Q: 3 clusters Score -2.224945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 182077 members 
Entering Unmasked Estep 
Score: -22249446.000000 Penalty: 6034.266602
	Iteration 74Q: 3 clusters Score -2.224945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 182078 members 
Entering Unmasked Estep 
Score: -22249442.000000 Penalty: 6034.266602
	Iteration 75Q: 3 clusters Score -2.224944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 182080 members 
Entering Unmasked Estep 
Score: -22249436.000000 Penalty: 6034.266602
	Iteration 76Q: 3 clusters Score -2.224944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 182081 members 
Entering Unmasked Estep 
Score: -22249430.000000 Penalty: 6034.266602
	Iteration 77Q: 3 clusters Score -2.224943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 182081 members 
Entering Unmasked Estep 
Score: -22249430.000000 Penalty: 6034.266602
	Iteration 78F: 3 clusters Score -2.224943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 248699 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 182081 members 
Entering Unmasked Estep 
Score: -225867840.000000 Penalty: 133191.765625
Splitting cluster 13 changes total score from -225861168.000000 to -225867840.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 14 (20575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Entering Unmasked Estep 
Score: -2359289.000000 Penalty: 2463.094482
	Iteration 0F: 2 clusters Score -2359289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2344940.000000 Penalty: 4926.188965
	Iteration 0F: 3 clusters Score -2344940 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2349711.750000 Penalty: 4926.188965
	Iteration 1F: 3 clusters Score -2349712 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2350128.250000 Penalty: 4926.188965
	Iteration 2F: 3 clusters Score -2350128 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2350518.250000 Penalty: 4926.188965
	Iteration 3Q: 3 clusters Score -2350518 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2350922.000000 Penalty: 4926.188965
	Iteration 4Q: 3 clusters Score -2350922 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2351388.000000 Penalty: 4926.188965
	Iteration 5Q: 3 clusters Score -2351388 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2351998.500000 Penalty: 4926.188965
	Iteration 6F: 3 clusters Score -2351998 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2352734.250000 Penalty: 4926.188965
	Iteration 7F: 3 clusters Score -2352734 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2353689.250000 Penalty: 4926.188965
	Iteration 8F: 3 clusters Score -2353689 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2354765.250000 Penalty: 4926.188965
	Iteration 9F: 3 clusters Score -2354765 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2355729.250000 Penalty: 4926.188965
	Iteration 10F: 3 clusters Score -2355729 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2356388.500000 Penalty: 4926.188965
	Iteration 11Q: 3 clusters Score -2356388 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2356733.250000 Penalty: 4926.188965
	Iteration 12Q: 3 clusters Score -2356733 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2356873.250000 Penalty: 4926.188965
	Iteration 13Q: 3 clusters Score -2356873 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2356968.250000 Penalty: 4926.188965
	Iteration 14Q: 3 clusters Score -2356968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2357013.250000 Penalty: 4926.188965
	Iteration 15Q: 3 clusters Score -2357013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2357052.000000 Penalty: 4926.188965
	Iteration 16Q: 3 clusters Score -2357052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2357067.750000 Penalty: 4926.188965
	Iteration 17Q: 3 clusters Score -2357068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2357079.750000 Penalty: 4926.188965
	Iteration 18Q: 3 clusters Score -2357080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2357083.250000 Penalty: 4926.188965
	Iteration 19Q: 3 clusters Score -2357083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2357083.250000 Penalty: 4926.188965
	Iteration 20F: 3 clusters Score -2357083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -801600.500000 Penalty: 2205.299561
	Iteration 0F: 2 clusters Score -801600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -795762.937500 Penalty: 4410.599121
	Iteration 0F: 3 clusters Score -795762.9 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -797767.500000 Penalty: 4410.599121
	Iteration 1F: 3 clusters Score -797767.5 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -798458.500000 Penalty: 4410.599121
	Iteration 2F: 3 clusters Score -798458.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -799087.750000 Penalty: 4410.599121
	Iteration 3F: 3 clusters Score -799087.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -799529.437500 Penalty: 4410.599121
	Iteration 4F: 3 clusters Score -799529.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -799825.000000 Penalty: 4410.599121
	Iteration 5F: 3 clusters Score -799825 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -799994.187500 Penalty: 4410.599121
	Iteration 6Q: 3 clusters Score -799994.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -800108.187500 Penalty: 4410.599121
	Iteration 7Q: 3 clusters Score -800108.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -800167.687500 Penalty: 4410.599121
	Iteration 8Q: 3 clusters Score -800167.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -800205.687500 Penalty: 4410.599121
	Iteration 9Q: 3 clusters Score -800205.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -800229.812500 Penalty: 4410.599121
	Iteration 10Q: 3 clusters Score -800229.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -800243.312500 Penalty: 4410.599121
	Iteration 11Q: 3 clusters Score -800243.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -800254.625000 Penalty: 4410.599121
	Iteration 12Q: 3 clusters Score -800254.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -800261.875000 Penalty: 4410.599121
	Iteration 13Q: 3 clusters Score -800261.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -800269.937500 Penalty: 4410.599121
	Iteration 14Q: 3 clusters Score -800269.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -800280.250000 Penalty: 4410.599121
	Iteration 15Q: 3 clusters Score -800280.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -800284.812500 Penalty: 4410.599121
	Iteration 16Q: 3 clusters Score -800284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -800293.875000 Penalty: 4410.599121
	Iteration 17Q: 3 clusters Score -800293.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -800306.187500 Penalty: 4410.599121
	Iteration 18Q: 3 clusters Score -800306.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -800318.312500 Penalty: 4410.599121
	Iteration 19Q: 3 clusters Score -800318.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -800329.937500 Penalty: 4410.599121
	Iteration 20F: 3 clusters Score -800329.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -800340.375000 Penalty: 4410.599121
	Iteration 21Q: 3 clusters Score -800340.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -800347.625000 Penalty: 4410.599121
	Iteration 22Q: 3 clusters Score -800347.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -800350.375000 Penalty: 4410.599121
	Iteration 23Q: 3 clusters Score -800350.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -800350.125000 Penalty: 4410.599121
	Iteration 24Q: 3 clusters Score -800350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -800350.187500 Penalty: 4410.599121
	Iteration 25Q: 3 clusters Score -800350.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -800350.500000 Penalty: 4410.599121
	Iteration 26Q: 3 clusters Score -800350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -800354.625000 Penalty: 4410.599121
	Iteration 27Q: 3 clusters Score -800354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -800355.687500 Penalty: 4410.599121
	Iteration 28Q: 3 clusters Score -800355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -800356.062500 Penalty: 4410.599121
	Iteration 29Q: 3 clusters Score -800356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -800356.125000 Penalty: 4410.599121
	Iteration 30Q: 3 clusters Score -800356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -800357.375000 Penalty: 4410.599121
	Iteration 31Q: 3 clusters Score -800357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -800360.250000 Penalty: 4410.599121
	Iteration 32Q: 3 clusters Score -800360.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -800360.312500 Penalty: 4410.599121
	Iteration 33Q: 3 clusters Score -800360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -800362.062500 Penalty: 4410.599121
	Iteration 34Q: 3 clusters Score -800362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -800365.375000 Penalty: 4410.599121
	Iteration 35Q: 3 clusters Score -800365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -800365.625000 Penalty: 4410.599121
	Iteration 36Q: 3 clusters Score -800365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -800369.937500 Penalty: 4410.599121
	Iteration 37Q: 3 clusters Score -800369.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -800373.250000 Penalty: 4410.599121
	Iteration 38Q: 3 clusters Score -800373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -800373.437500 Penalty: 4410.599121
	Iteration 39Q: 3 clusters Score -800373.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -800377.437500 Penalty: 4410.599121
	Iteration 40F: 3 clusters Score -800377.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -800379.312500 Penalty: 4410.599121
	Iteration 41Q: 3 clusters Score -800379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -800378.375000 Penalty: 4410.599121
	Iteration 42Q: 3 clusters Score -800378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -800379.500000 Penalty: 4410.599121
	Iteration 43Q: 3 clusters Score -800379.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -800382.125000 Penalty: 4410.599121
	Iteration 44Q: 3 clusters Score -800382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -800383.125000 Penalty: 4410.599121
	Iteration 45Q: 3 clusters Score -800383.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -800388.312500 Penalty: 4410.599121
	Iteration 46Q: 3 clusters Score -800388.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -800389.187500 Penalty: 4410.599121
	Iteration 47Q: 3 clusters Score -800389.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -800392.812500 Penalty: 4410.599121
	Iteration 48Q: 3 clusters Score -800392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -800396.500000 Penalty: 4410.599121
	Iteration 49Q: 3 clusters Score -800396.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -800397.562500 Penalty: 4410.599121
	Iteration 50Q: 3 clusters Score -800397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -800399.125000 Penalty: 4410.599121
	Iteration 51Q: 3 clusters Score -800399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -800402.500000 Penalty: 4410.599121
	Iteration 52Q: 3 clusters Score -800402.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -800403.187500 Penalty: 4410.599121
	Iteration 53Q: 3 clusters Score -800403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -800404.750000 Penalty: 4410.599121
	Iteration 54Q: 3 clusters Score -800404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -800405.562500 Penalty: 4410.599121
	Iteration 55Q: 3 clusters Score -800405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -800405.562500 Penalty: 4410.599121
	Iteration 56Q: 3 clusters Score -800405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -800406.687500 Penalty: 4410.599121
	Iteration 57Q: 3 clusters Score -800406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -800408.875000 Penalty: 4410.599121
	Iteration 58Q: 3 clusters Score -800408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -800408.375000 Penalty: 4410.599121
	Iteration 59Q: 3 clusters Score -800408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -800410.562500 Penalty: 4410.599121
	Iteration 60F: 3 clusters Score -800410.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -800409.937500 Penalty: 4410.599121
	Iteration 61Q: 3 clusters Score -800409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -800410.375000 Penalty: 4410.599121
	Iteration 62Q: 3 clusters Score -800410.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -800410.375000 Penalty: 4410.599121
	Iteration 63F: 3 clusters Score -800410.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (248699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248699 members 
Entering Unmasked Estep 
Score: -28762120.000000 Penalty: 3081.151611
	Iteration 0F: 2 clusters Score -2.876212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124338 members 
Mstep: Class 2 contains 124361 members 
Entering Unmasked Estep 
Score: -28612202.000000 Penalty: 6162.303223
	Iteration 0F: 3 clusters Score -2.86122e+07 nChanged 120534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123706 members 
Mstep: Class 2 contains 124993 members 
Entering Unmasked Estep 
Score: -28684084.000000 Penalty: 6162.303223
	Iteration 1F: 3 clusters Score -2.868408e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123259 members 
Mstep: Class 2 contains 125440 members 
Entering Unmasked Estep 
Score: -28686046.000000 Penalty: 6162.303223
	Iteration 2Q: 3 clusters Score -2.868605e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122400 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -28688760.000000 Penalty: 6162.303223
	Iteration 3Q: 3 clusters Score -2.868876e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 127524 members 
Entering Unmasked Estep 
Score: -28692718.000000 Penalty: 6162.303223
	Iteration 4Q: 3 clusters Score -2.869272e+07 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 128982 members 
Entering Unmasked Estep 
Score: -28698490.000000 Penalty: 6162.303223
	Iteration 5Q: 3 clusters Score -2.869849e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 130566 members 
Entering Unmasked Estep 
Score: -28705760.000000 Penalty: 6162.303223
	Iteration 6F: 3 clusters Score -2.870576e+07 nChanged 14222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116975 members 
Mstep: Class 2 contains 131724 members 
Entering Unmasked Estep 
Score: -28713994.000000 Penalty: 6162.303223
	Iteration 7F: 3 clusters Score -2.871399e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116418 members 
Mstep: Class 2 contains 132281 members 
Entering Unmasked Estep 
Score: -28722382.000000 Penalty: 6162.303223
	Iteration 8F: 3 clusters Score -2.872238e+07 nChanged 13753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116063 members 
Mstep: Class 2 contains 132636 members 
Entering Unmasked Estep 
Score: -28730372.000000 Penalty: 6162.303223
	Iteration 9F: 3 clusters Score -2.873037e+07 nChanged 12119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115898 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -28736838.000000 Penalty: 6162.303223
	Iteration 10Q: 3 clusters Score -2.873684e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115665 members 
Mstep: Class 2 contains 133034 members 
Entering Unmasked Estep 
Score: -28740822.000000 Penalty: 6162.303223
	Iteration 11Q: 3 clusters Score -2.874082e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115513 members 
Mstep: Class 2 contains 133186 members 
Entering Unmasked Estep 
Score: -28742930.000000 Penalty: 6162.303223
	Iteration 12Q: 3 clusters Score -2.874293e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115504 members 
Mstep: Class 2 contains 133195 members 
Entering Unmasked Estep 
Score: -28744426.000000 Penalty: 6162.303223
	Iteration 13Q: 3 clusters Score -2.874443e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 133035 members 
Entering Unmasked Estep 
Score: -28745380.000000 Penalty: 6162.303223
	Iteration 14Q: 3 clusters Score -2.874538e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 132845 members 
Entering Unmasked Estep 
Score: -28746284.000000 Penalty: 6162.303223
	Iteration 15Q: 3 clusters Score -2.874628e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116083 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -28746992.000000 Penalty: 6162.303223
	Iteration 16Q: 3 clusters Score -2.874699e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116321 members 
Mstep: Class 2 contains 132378 members 
Entering Unmasked Estep 
Score: -28747654.000000 Penalty: 6162.303223
	Iteration 17Q: 3 clusters Score -2.874765e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116513 members 
Mstep: Class 2 contains 132186 members 
Entering Unmasked Estep 
Score: -28748346.000000 Penalty: 6162.303223
	Iteration 18Q: 3 clusters Score -2.874835e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116740 members 
Mstep: Class 2 contains 131959 members 
Entering Unmasked Estep 
Score: -28748828.000000 Penalty: 6162.303223
	Iteration 19Q: 3 clusters Score -2.874883e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116977 members 
Mstep: Class 2 contains 131722 members 
Entering Unmasked Estep 
Score: -28749332.000000 Penalty: 6162.303223
	Iteration 20F: 3 clusters Score -2.874933e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117209 members 
Mstep: Class 2 contains 131490 members 
Entering Unmasked Estep 
Score: -28749870.000000 Penalty: 6162.303223
	Iteration 21Q: 3 clusters Score -2.874987e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117451 members 
Mstep: Class 2 contains 131248 members 
Entering Unmasked Estep 
Score: -28750158.000000 Penalty: 6162.303223
	Iteration 22Q: 3 clusters Score -2.875016e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117645 members 
Mstep: Class 2 contains 131054 members 
Entering Unmasked Estep 
Score: -28750430.000000 Penalty: 6162.303223
	Iteration 23Q: 3 clusters Score -2.875043e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117859 members 
Mstep: Class 2 contains 130840 members 
Entering Unmasked Estep 
Score: -28750736.000000 Penalty: 6162.303223
	Iteration 24Q: 3 clusters Score -2.875074e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118164 members 
Mstep: Class 2 contains 130535 members 
Entering Unmasked Estep 
Score: -28750958.000000 Penalty: 6162.303223
	Iteration 25Q: 3 clusters Score -2.875096e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118469 members 
Mstep: Class 2 contains 130230 members 
Entering Unmasked Estep 
Score: -28751178.000000 Penalty: 6162.303223
	Iteration 26Q: 3 clusters Score -2.875118e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 129909 members 
Entering Unmasked Estep 
Score: -28751258.000000 Penalty: 6162.303223
	Iteration 27Q: 3 clusters Score -2.875126e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119137 members 
Mstep: Class 2 contains 129562 members 
Entering Unmasked Estep 
Score: -28751542.000000 Penalty: 6162.303223
	Iteration 28Q: 3 clusters Score -2.875154e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119477 members 
Mstep: Class 2 contains 129222 members 
Entering Unmasked Estep 
Score: -28751694.000000 Penalty: 6162.303223
	Iteration 29Q: 3 clusters Score -2.875169e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119805 members 
Mstep: Class 2 contains 128894 members 
Entering Unmasked Estep 
Score: -28751862.000000 Penalty: 6162.303223
	Iteration 30Q: 3 clusters Score -2.875186e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120125 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -28752004.000000 Penalty: 6162.303223
	Iteration 31Q: 3 clusters Score -2.8752e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120411 members 
Mstep: Class 2 contains 128288 members 
Entering Unmasked Estep 
Score: -28752030.000000 Penalty: 6162.303223
	Iteration 32Q: 3 clusters Score -2.875203e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120680 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -28752078.000000 Penalty: 6162.303223
	Iteration 33Q: 3 clusters Score -2.875208e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120924 members 
Mstep: Class 2 contains 127775 members 
Entering Unmasked Estep 
Score: -28752222.000000 Penalty: 6162.303223
	Iteration 34Q: 3 clusters Score -2.875222e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -28752218.000000 Penalty: 6162.303223
	Iteration 35Q: 3 clusters Score -2.875222e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 127185 members 
Entering Unmasked Estep 
Score: -28752224.000000 Penalty: 6162.303223
	Iteration 36Q: 3 clusters Score -2.875222e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 126831 members 
Entering Unmasked Estep 
Score: -28752266.000000 Penalty: 6162.303223
	Iteration 37Q: 3 clusters Score -2.875227e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122217 members 
Mstep: Class 2 contains 126482 members 
Entering Unmasked Estep 
Score: -28752292.000000 Penalty: 6162.303223
	Iteration 38Q: 3 clusters Score -2.875229e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122564 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -28752346.000000 Penalty: 6162.303223
	Iteration 39Q: 3 clusters Score -2.875235e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122933 members 
Mstep: Class 2 contains 125766 members 
Entering Unmasked Estep 
Score: -28752486.000000 Penalty: 6162.303223
	Iteration 40F: 3 clusters Score -2.875249e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -28752524.000000 Penalty: 6162.303223
	Iteration 41Q: 3 clusters Score -2.875252e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123696 members 
Mstep: Class 2 contains 125003 members 
Entering Unmasked Estep 
Score: -28752548.000000 Penalty: 6162.303223
	Iteration 42Q: 3 clusters Score -2.875255e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 124632 members 
Entering Unmasked Estep 
Score: -28752658.000000 Penalty: 6162.303223
	Iteration 43Q: 3 clusters Score -2.875266e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 124221 members 
Entering Unmasked Estep 
Score: -28752660.000000 Penalty: 6162.303223
	Iteration 44Q: 3 clusters Score -2.875266e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124880 members 
Mstep: Class 2 contains 123819 members 
Entering Unmasked Estep 
Score: -28752762.000000 Penalty: 6162.303223
	Iteration 45Q: 3 clusters Score -2.875276e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125310 members 
Mstep: Class 2 contains 123389 members 
Entering Unmasked Estep 
Score: -28752854.000000 Penalty: 6162.303223
	Iteration 46Q: 3 clusters Score -2.875285e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125768 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -28752886.000000 Penalty: 6162.303223
	Iteration 47Q: 3 clusters Score -2.875289e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126238 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -28752892.000000 Penalty: 6162.303223
	Iteration 48Q: 3 clusters Score -2.875289e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126742 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -28752966.000000 Penalty: 6162.303223
	Iteration 49Q: 3 clusters Score -2.875297e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127279 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -28752988.000000 Penalty: 6162.303223
	Iteration 50Q: 3 clusters Score -2.875299e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 120850 members 
Entering Unmasked Estep 
Score: -28752958.000000 Penalty: 6162.303223
	Iteration 51Q: 3 clusters Score -2.875296e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128444 members 
Mstep: Class 2 contains 120255 members 
Entering Unmasked Estep 
Score: -28752960.000000 Penalty: 6162.303223
	Iteration 52Q: 3 clusters Score -2.875296e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129091 members 
Mstep: Class 2 contains 119608 members 
Entering Unmasked Estep 
Score: -28752984.000000 Penalty: 6162.303223
	Iteration 53Q: 3 clusters Score -2.875298e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -28752978.000000 Penalty: 6162.303223
	Iteration 54Q: 3 clusters Score -2.875298e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130498 members 
Mstep: Class 2 contains 118201 members 
Entering Unmasked Estep 
Score: -28753112.000000 Penalty: 6162.303223
	Iteration 55Q: 3 clusters Score -2.875311e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131260 members 
Mstep: Class 2 contains 117439 members 
Entering Unmasked Estep 
Score: -28753102.000000 Penalty: 6162.303223
	Iteration 56Q: 3 clusters Score -2.87531e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132095 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -28753056.000000 Penalty: 6162.303223
	Iteration 57Q: 3 clusters Score -2.875306e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132977 members 
Mstep: Class 2 contains 115722 members 
Entering Unmasked Estep 
Score: -28753180.000000 Penalty: 6162.303223
	Iteration 58Q: 3 clusters Score -2.875318e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -28753256.000000 Penalty: 6162.303223
	Iteration 59Q: 3 clusters Score -2.875326e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134913 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -28753288.000000 Penalty: 6162.303223
	Iteration 60F: 3 clusters Score -2.875329e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135979 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -28753422.000000 Penalty: 6162.303223
	Iteration 61Q: 3 clusters Score -2.875342e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137052 members 
Mstep: Class 2 contains 111647 members 
Entering Unmasked Estep 
Score: -28753514.000000 Penalty: 6162.303223
	Iteration 62Q: 3 clusters Score -2.875351e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 110499 members 
Entering Unmasked Estep 
Score: -28753530.000000 Penalty: 6162.303223
	Iteration 63Q: 3 clusters Score -2.875353e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139351 members 
Mstep: Class 2 contains 109348 members 
Entering Unmasked Estep 
Score: -28753540.000000 Penalty: 6162.303223
	Iteration 64Q: 3 clusters Score -2.875354e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 108149 members 
Entering Unmasked Estep 
Score: -28753552.000000 Penalty: 6162.303223
	Iteration 65Q: 3 clusters Score -2.875355e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141813 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -28753670.000000 Penalty: 6162.303223
	Iteration 66Q: 3 clusters Score -2.875367e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143134 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -28753914.000000 Penalty: 6162.303223
	Iteration 67Q: 3 clusters Score -2.875391e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144512 members 
Mstep: Class 2 contains 104187 members 
Entering Unmasked Estep 
Score: -28754068.000000 Penalty: 6162.303223
	Iteration 68Q: 3 clusters Score -2.875407e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145870 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -28754162.000000 Penalty: 6162.303223
	Iteration 69Q: 3 clusters Score -2.875416e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147325 members 
Mstep: Class 2 contains 101374 members 
Entering Unmasked Estep 
Score: -28754292.000000 Penalty: 6162.303223
	Iteration 70Q: 3 clusters Score -2.875429e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148773 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -28754470.000000 Penalty: 6162.303223
	Iteration 71Q: 3 clusters Score -2.875447e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -28754728.000000 Penalty: 6162.303223
	Iteration 72Q: 3 clusters Score -2.875473e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151677 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -28754844.000000 Penalty: 6162.303223
	Iteration 73Q: 3 clusters Score -2.875484e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -28754958.000000 Penalty: 6162.303223
	Iteration 74Q: 3 clusters Score -2.875496e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154854 members 
Mstep: Class 2 contains 93845 members 
Entering Unmasked Estep 
Score: -28754990.000000 Penalty: 6162.303223
	Iteration 75Q: 3 clusters Score -2.875499e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -28755192.000000 Penalty: 6162.303223
	Iteration 76Q: 3 clusters Score -2.875519e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 90511 members 
Entering Unmasked Estep 
Score: -28755400.000000 Penalty: 6162.303223
	Iteration 77Q: 3 clusters Score -2.87554e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160021 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -28755498.000000 Penalty: 6162.303223
	Iteration 78Q: 3 clusters Score -2.87555e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161964 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -28755684.000000 Penalty: 6162.303223
	Iteration 79Q: 3 clusters Score -2.875568e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -28755866.000000 Penalty: 6162.303223
	Iteration 80F: 3 clusters Score -2.875587e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166156 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -28755948.000000 Penalty: 6162.303223
	Iteration 81Q: 3 clusters Score -2.875595e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -28756286.000000 Penalty: 6162.303223
	Iteration 82Q: 3 clusters Score -2.875629e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -28756490.000000 Penalty: 6162.303223
	Iteration 83Q: 3 clusters Score -2.875649e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172773 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -28756774.000000 Penalty: 6162.303223
	Iteration 84Q: 3 clusters Score -2.875677e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175029 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -28756934.000000 Penalty: 6162.303223
	Iteration 85Q: 3 clusters Score -2.875693e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177255 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -28756856.000000 Penalty: 6162.303223
	Iteration 86Q: 3 clusters Score -2.875686e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 69225 members 
Entering Unmasked Estep 
Score: -28757146.000000 Penalty: 6162.303223
	Iteration 87Q: 3 clusters Score -2.875715e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181696 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -28757256.000000 Penalty: 6162.303223
	Iteration 88Q: 3 clusters Score -2.875726e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183967 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -28757428.000000 Penalty: 6162.303223
	Iteration 89Q: 3 clusters Score -2.875743e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186173 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -28757524.000000 Penalty: 6162.303223
	Iteration 90Q: 3 clusters Score -2.875752e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -28757744.000000 Penalty: 6162.303223
	Iteration 91Q: 3 clusters Score -2.875774e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190152 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -28757858.000000 Penalty: 6162.303223
	Iteration 92Q: 3 clusters Score -2.875786e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192088 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -28758058.000000 Penalty: 6162.303223
	Iteration 93Q: 3 clusters Score -2.875806e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194041 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -28758192.000000 Penalty: 6162.303223
	Iteration 94Q: 3 clusters Score -2.875819e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195939 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -28758248.000000 Penalty: 6162.303223
	Iteration 95Q: 3 clusters Score -2.875825e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197868 members 
Mstep: Class 2 contains 50831 members 
Entering Unmasked Estep 
Score: -28758482.000000 Penalty: 6162.303223
	Iteration 96Q: 3 clusters Score -2.875848e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199772 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -28758738.000000 Penalty: 6162.303223
	Iteration 97Q: 3 clusters Score -2.875874e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201743 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -28758992.000000 Penalty: 6162.303223
	Iteration 98Q: 3 clusters Score -2.875899e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203607 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -28759328.000000 Penalty: 6162.303223
	Iteration 99Q: 3 clusters Score -2.875933e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205468 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -28759610.000000 Penalty: 6162.303223
	Iteration 100F: 3 clusters Score -2.875961e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207324 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -28759980.000000 Penalty: 6162.303223
	Iteration 101Q: 3 clusters Score -2.875998e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209123 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -28760484.000000 Penalty: 6162.303223
	Iteration 102Q: 3 clusters Score -2.876048e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210947 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -28760900.000000 Penalty: 6162.303223
	Iteration 103Q: 3 clusters Score -2.87609e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212739 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -28761346.000000 Penalty: 6162.303223
	Iteration 104Q: 3 clusters Score -2.876135e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -28761848.000000 Penalty: 6162.303223
	Iteration 105Q: 3 clusters Score -2.876185e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216212 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -28762368.000000 Penalty: 6162.303223
	Iteration 106Q: 3 clusters Score -2.876237e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217845 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -28762846.000000 Penalty: 6162.303223
	Iteration 107Q: 3 clusters Score -2.876285e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219346 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -28763324.000000 Penalty: 6162.303223
	Iteration 108Q: 3 clusters Score -2.876332e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220790 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -28763756.000000 Penalty: 6162.303223
	Iteration 109Q: 3 clusters Score -2.876376e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222165 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -28764134.000000 Penalty: 6162.303223
	Iteration 110Q: 3 clusters Score -2.876413e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223441 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -28764568.000000 Penalty: 6162.303223
	Iteration 111Q: 3 clusters Score -2.876457e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224603 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -28764868.000000 Penalty: 6162.303223
	Iteration 112Q: 3 clusters Score -2.876487e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225661 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -28765132.000000 Penalty: 6162.303223
	Iteration 113Q: 3 clusters Score -2.876513e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226624 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -28765388.000000 Penalty: 6162.303223
	Iteration 114Q: 3 clusters Score -2.876539e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227477 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -28765430.000000 Penalty: 6162.303223
	Iteration 115Q: 3 clusters Score -2.876543e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228257 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -28765530.000000 Penalty: 6162.303223
	Iteration 116Q: 3 clusters Score -2.876553e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228936 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -28765752.000000 Penalty: 6162.303223
	Iteration 117Q: 3 clusters Score -2.876575e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229563 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -28765808.000000 Penalty: 6162.303223
	Iteration 118Q: 3 clusters Score -2.876581e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230143 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -28765808.000000 Penalty: 6162.303223
	Iteration 119Q: 3 clusters Score -2.876581e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230635 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -28765870.000000 Penalty: 6162.303223
	Iteration 120F: 3 clusters Score -2.876587e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231093 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -28765818.000000 Penalty: 6162.303223
	Iteration 121Q: 3 clusters Score -2.876582e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231522 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -28765818.000000 Penalty: 6162.303223
	Iteration 122Q: 3 clusters Score -2.876582e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231954 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -28765808.000000 Penalty: 6162.303223
	Iteration 123Q: 3 clusters Score -2.876581e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232331 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -28765788.000000 Penalty: 6162.303223
	Iteration 124Q: 3 clusters Score -2.876579e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232675 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -28765820.000000 Penalty: 6162.303223
	Iteration 125Q: 3 clusters Score -2.876582e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232958 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -28765832.000000 Penalty: 6162.303223
	Iteration 126Q: 3 clusters Score -2.876583e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233238 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -28765836.000000 Penalty: 6162.303223
	Iteration 127Q: 3 clusters Score -2.876584e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233488 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -28765822.000000 Penalty: 6162.303223
	Iteration 128Q: 3 clusters Score -2.876582e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233687 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -28765828.000000 Penalty: 6162.303223
	Iteration 129Q: 3 clusters Score -2.876583e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233868 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -28765854.000000 Penalty: 6162.303223
	Iteration 130Q: 3 clusters Score -2.876585e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234014 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -28765824.000000 Penalty: 6162.303223
	Iteration 131Q: 3 clusters Score -2.876582e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234119 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -28765788.000000 Penalty: 6162.303223
	Iteration 132Q: 3 clusters Score -2.876579e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234219 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -28765756.000000 Penalty: 6162.303223
	Iteration 133Q: 3 clusters Score -2.876576e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234306 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -28765734.000000 Penalty: 6162.303223
	Iteration 134Q: 3 clusters Score -2.876573e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234386 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -28765716.000000 Penalty: 6162.303223
	Iteration 135Q: 3 clusters Score -2.876572e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234465 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -28765740.000000 Penalty: 6162.303223
	Iteration 136Q: 3 clusters Score -2.876574e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234556 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -28765772.000000 Penalty: 6162.303223
	Iteration 137Q: 3 clusters Score -2.876577e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234637 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -28765786.000000 Penalty: 6162.303223
	Iteration 138Q: 3 clusters Score -2.876579e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234713 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -28765766.000000 Penalty: 6162.303223
	Iteration 139Q: 3 clusters Score -2.876577e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234799 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -28765766.000000 Penalty: 6162.303223
	Iteration 140F: 3 clusters Score -2.876577e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234886 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -28765708.000000 Penalty: 6162.303223
	Iteration 141Q: 3 clusters Score -2.876571e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234950 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -28765700.000000 Penalty: 6162.303223
	Iteration 142Q: 3 clusters Score -2.87657e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235011 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -28765710.000000 Penalty: 6162.303223
	Iteration 143Q: 3 clusters Score -2.876571e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235053 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -28765732.000000 Penalty: 6162.303223
	Iteration 144Q: 3 clusters Score -2.876573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235100 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -28765710.000000 Penalty: 6162.303223
	Iteration 145Q: 3 clusters Score -2.876571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235157 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -28765674.000000 Penalty: 6162.303223
	Iteration 146Q: 3 clusters Score -2.876567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235202 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -28765690.000000 Penalty: 6162.303223
	Iteration 147Q: 3 clusters Score -2.876569e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235256 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -28765678.000000 Penalty: 6162.303223
	Iteration 148Q: 3 clusters Score -2.876568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235302 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -28765692.000000 Penalty: 6162.303223
	Iteration 149Q: 3 clusters Score -2.876569e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235347 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -28765674.000000 Penalty: 6162.303223
	Iteration 150Q: 3 clusters Score -2.876567e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235380 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -28765658.000000 Penalty: 6162.303223
	Iteration 151Q: 3 clusters Score -2.876566e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235410 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -28765656.000000 Penalty: 6162.303223
	Iteration 152Q: 3 clusters Score -2.876566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235442 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -28765634.000000 Penalty: 6162.303223
	Iteration 153Q: 3 clusters Score -2.876563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235461 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -28765638.000000 Penalty: 6162.303223
	Iteration 154Q: 3 clusters Score -2.876564e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235480 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -28765654.000000 Penalty: 6162.303223
	Iteration 155Q: 3 clusters Score -2.876565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235495 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -28765632.000000 Penalty: 6162.303223
	Iteration 156Q: 3 clusters Score -2.876563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235505 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -28765618.000000 Penalty: 6162.303223
	Iteration 157Q: 3 clusters Score -2.876562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235516 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -28765598.000000 Penalty: 6162.303223
	Iteration 158Q: 3 clusters Score -2.87656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235528 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -28765600.000000 Penalty: 6162.303223
	Iteration 159Q: 3 clusters Score -2.87656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235538 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -28765582.000000 Penalty: 6162.303223
	Iteration 160F: 3 clusters Score -2.876558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235551 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -28765562.000000 Penalty: 6162.303223
	Iteration 161Q: 3 clusters Score -2.876556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235558 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -28765570.000000 Penalty: 6162.303223
	Iteration 162Q: 3 clusters Score -2.876557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235565 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -28765576.000000 Penalty: 6162.303223
	Iteration 163Q: 3 clusters Score -2.876558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235572 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -28765590.000000 Penalty: 6162.303223
	Iteration 164Q: 3 clusters Score -2.876559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235577 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -28765574.000000 Penalty: 6162.303223
	Iteration 165Q: 3 clusters Score -2.876557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235583 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -28765582.000000 Penalty: 6162.303223
	Iteration 166Q: 3 clusters Score -2.876558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235588 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -28765596.000000 Penalty: 6162.303223
	Iteration 167Q: 3 clusters Score -2.87656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235595 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -28765574.000000 Penalty: 6162.303223
	Iteration 168Q: 3 clusters Score -2.876557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235602 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -28765586.000000 Penalty: 6162.303223
	Iteration 169Q: 3 clusters Score -2.876559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235611 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -28765582.000000 Penalty: 6162.303223
	Iteration 170Q: 3 clusters Score -2.876558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235621 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -28765576.000000 Penalty: 6162.303223
	Iteration 171Q: 3 clusters Score -2.876558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235627 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -28765584.000000 Penalty: 6162.303223
	Iteration 172Q: 3 clusters Score -2.876558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235639 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -28765594.000000 Penalty: 6162.303223
	Iteration 173Q: 3 clusters Score -2.876559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235648 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -28765598.000000 Penalty: 6162.303223
	Iteration 174Q: 3 clusters Score -2.87656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235661 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -28765602.000000 Penalty: 6162.303223
	Iteration 175Q: 3 clusters Score -2.87656e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235677 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -28765592.000000 Penalty: 6162.303223
	Iteration 176Q: 3 clusters Score -2.876559e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235693 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -28765602.000000 Penalty: 6162.303223
	Iteration 177Q: 3 clusters Score -2.87656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235716 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -28765584.000000 Penalty: 6162.303223
	Iteration 178Q: 3 clusters Score -2.876558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235743 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -28765578.000000 Penalty: 6162.303223
	Iteration 179Q: 3 clusters Score -2.876558e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235766 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -28765598.000000 Penalty: 6162.303223
	Iteration 180F: 3 clusters Score -2.87656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235787 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -28765572.000000 Penalty: 6162.303223
	Iteration 181Q: 3 clusters Score -2.876557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235801 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -28765582.000000 Penalty: 6162.303223
	Iteration 182Q: 3 clusters Score -2.876558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235813 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -28765564.000000 Penalty: 6162.303223
	Iteration 183Q: 3 clusters Score -2.876556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235821 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -28765582.000000 Penalty: 6162.303223
	Iteration 184Q: 3 clusters Score -2.876558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235833 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -28765586.000000 Penalty: 6162.303223
	Iteration 185Q: 3 clusters Score -2.876559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235838 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -28765558.000000 Penalty: 6162.303223
	Iteration 186Q: 3 clusters Score -2.876556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235847 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -28765558.000000 Penalty: 6162.303223
	Iteration 187Q: 3 clusters Score -2.876556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235859 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -28765590.000000 Penalty: 6162.303223
	Iteration 188Q: 3 clusters Score -2.876559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235872 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -28765572.000000 Penalty: 6162.303223
	Iteration 189Q: 3 clusters Score -2.876557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235882 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -28765600.000000 Penalty: 6162.303223
	Iteration 190Q: 3 clusters Score -2.87656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235887 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -28765594.000000 Penalty: 6162.303223
	Iteration 191Q: 3 clusters Score -2.876559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235891 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -28765596.000000 Penalty: 6162.303223
	Iteration 192Q: 3 clusters Score -2.87656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235895 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -28765596.000000 Penalty: 6162.303223
	Iteration 193Q: 3 clusters Score -2.87656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235898 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -28765600.000000 Penalty: 6162.303223
	Iteration 194Q: 3 clusters Score -2.87656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235902 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -28765592.000000 Penalty: 6162.303223
	Iteration 195Q: 3 clusters Score -2.876559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235906 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -28765578.000000 Penalty: 6162.303223
	Iteration 196Q: 3 clusters Score -2.876558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235910 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -28765578.000000 Penalty: 6162.303223
	Iteration 197Q: 3 clusters Score -2.876558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -28765578.000000 Penalty: 6162.303223
	Iteration 198Q: 3 clusters Score -2.876558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235914 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -28765570.000000 Penalty: 6162.303223
	Iteration 199Q: 3 clusters Score -2.876557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235914 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -28765570.000000 Penalty: 6162.303223
	Iteration 200F: 3 clusters Score -2.876557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 235914 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 1125 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 182081 members 
Mstep: Class 38 contains 12785 members 
Entering Unmasked Estep 
Score: -225870224.000000 Penalty: 136791.531250
Splitting cluster 16 changes total score from -225861168.000000 to -225870224.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 17 (270785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270785 members 
Entering Unmasked Estep 
Score: -31588516.000000 Penalty: 3102.251953
	Iteration 0F: 2 clusters Score -3.158852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135763 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -31427854.000000 Penalty: 6204.503906
	Iteration 0F: 3 clusters Score -3.142785e+07 nChanged 130840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146333 members 
Mstep: Class 2 contains 124452 members 
Entering Unmasked Estep 
Score: -31505876.000000 Penalty: 6204.503906
	Iteration 1F: 3 clusters Score -3.150588e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153869 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -31509216.000000 Penalty: 6204.503906
	Iteration 2Q: 3 clusters Score -3.150922e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165498 members 
Mstep: Class 2 contains 105287 members 
Entering Unmasked Estep 
Score: -31514824.000000 Penalty: 6204.503906
	Iteration 3F: 3 clusters Score -3.151482e+07 nChanged 18003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181821 members 
Mstep: Class 2 contains 88964 members 
Entering Unmasked Estep 
Score: -31523904.000000 Penalty: 6204.503906
	Iteration 4F: 3 clusters Score -3.15239e+07 nChanged 21745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202114 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -31535528.000000 Penalty: 6204.503906
	Iteration 5F: 3 clusters Score -3.153553e+07 nChanged 21892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223022 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -31548476.000000 Penalty: 6204.503906
	Iteration 6F: 3 clusters Score -3.154848e+07 nChanged 18410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241046 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -31561090.000000 Penalty: 6204.503906
	Iteration 7F: 3 clusters Score -3.156109e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254381 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -31571724.000000 Penalty: 6204.503906
	Iteration 8Q: 3 clusters Score -3.157172e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262557 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -31578900.000000 Penalty: 6204.503906
	Iteration 9Q: 3 clusters Score -3.15789e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266774 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -31582722.000000 Penalty: 6204.503906
	Iteration 10Q: 3 clusters Score -3.158272e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268691 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -31584332.000000 Penalty: 6204.503906
	Iteration 11Q: 3 clusters Score -3.158433e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269484 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -31585102.000000 Penalty: 6204.503906
	Iteration 12Q: 3 clusters Score -3.15851e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269813 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -31585432.000000 Penalty: 6204.503906
	Iteration 13Q: 3 clusters Score -3.158543e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269944 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -31585612.000000 Penalty: 6204.503906
	Iteration 14Q: 3 clusters Score -3.158561e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270007 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -31585718.000000 Penalty: 6204.503906
	Iteration 15Q: 3 clusters Score -3.158572e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270050 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -31585780.000000 Penalty: 6204.503906
	Iteration 16Q: 3 clusters Score -3.158578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270068 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -31585806.000000 Penalty: 6204.503906
	Iteration 17Q: 3 clusters Score -3.158581e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270087 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -31585804.000000 Penalty: 6204.503906
	Iteration 18Q: 3 clusters Score -3.15858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270103 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -31585790.000000 Penalty: 6204.503906
	Iteration 19Q: 3 clusters Score -3.158579e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270118 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -31585818.000000 Penalty: 6204.503906
	Iteration 20F: 3 clusters Score -3.158582e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270130 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -31585824.000000 Penalty: 6204.503906
	Iteration 21Q: 3 clusters Score -3.158582e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270137 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -31585828.000000 Penalty: 6204.503906
	Iteration 22Q: 3 clusters Score -3.158583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270141 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -31585830.000000 Penalty: 6204.503906
	Iteration 23Q: 3 clusters Score -3.158583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270138 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -31585850.000000 Penalty: 6204.503906
	Iteration 24Q: 3 clusters Score -3.158585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270138 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -31585854.000000 Penalty: 6204.503906
	Iteration 25Q: 3 clusters Score -3.158585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270137 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -31585842.000000 Penalty: 6204.503906
	Iteration 26Q: 3 clusters Score -3.158584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270140 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -31585844.000000 Penalty: 6204.503906
	Iteration 27Q: 3 clusters Score -3.158584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270140 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -31585852.000000 Penalty: 6204.503906
	Iteration 28Q: 3 clusters Score -3.158585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270142 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -31585868.000000 Penalty: 6204.503906
	Iteration 29Q: 3 clusters Score -3.158587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270146 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -31585872.000000 Penalty: 6204.503906
	Iteration 30Q: 3 clusters Score -3.158587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270144 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -31585872.000000 Penalty: 6204.503906
	Iteration 31Q: 3 clusters Score -3.158587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270143 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -31585874.000000 Penalty: 6204.503906
	Iteration 32Q: 3 clusters Score -3.158587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270145 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -31585880.000000 Penalty: 6204.503906
	Iteration 33Q: 3 clusters Score -3.158588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270142 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -31585882.000000 Penalty: 6204.503906
	Iteration 34Q: 3 clusters Score -3.158588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270145 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -31585888.000000 Penalty: 6204.503906
	Iteration 35Q: 3 clusters Score -3.158589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270147 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -31585900.000000 Penalty: 6204.503906
	Iteration 36Q: 3 clusters Score -3.15859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270151 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -31585910.000000 Penalty: 6204.503906
	Iteration 37Q: 3 clusters Score -3.158591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270152 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -31585914.000000 Penalty: 6204.503906
	Iteration 38Q: 3 clusters Score -3.158591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270154 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -31585900.000000 Penalty: 6204.503906
	Iteration 39Q: 3 clusters Score -3.15859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270155 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -31585910.000000 Penalty: 6204.503906
	Iteration 40F: 3 clusters Score -3.158591e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (191012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191012 members 
Entering Unmasked Estep 
Score: -22240528.000000 Penalty: 3015.702637
	Iteration 0F: 2 clusters Score -2.224053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95333 members 
Mstep: Class 2 contains 95679 members 
Entering Unmasked Estep 
Score: -22117114.000000 Penalty: 6031.405273
	Iteration 0F: 3 clusters Score -2.211711e+07 nChanged 91792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -22170880.000000 Penalty: 6031.405273
	Iteration 1F: 3 clusters Score -2.217088e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -22172980.000000 Penalty: 6031.405273
	Iteration 2Q: 3 clusters Score -2.217298e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85049 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -22175790.000000 Penalty: 6031.405273
	Iteration 3Q: 3 clusters Score -2.217579e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 112791 members 
Entering Unmasked Estep 
Score: -22180658.000000 Penalty: 6031.405273
	Iteration 4F: 3 clusters Score -2.218066e+07 nChanged 13021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 122800 members 
Entering Unmasked Estep 
Score: -22188622.000000 Penalty: 6031.405273
	Iteration 5F: 3 clusters Score -2.218862e+07 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 135336 members 
Entering Unmasked Estep 
Score: -22199738.000000 Penalty: 6031.405273
	Iteration 6F: 3 clusters Score -2.219974e+07 nChanged 14918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -22211522.000000 Penalty: 6031.405273
	Iteration 7F: 3 clusters Score -2.221152e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 159571 members 
Entering Unmasked Estep 
Score: -22222676.000000 Penalty: 6031.405273
	Iteration 8F: 3 clusters Score -2.222268e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -22231972.000000 Penalty: 6031.405273
	Iteration 9Q: 3 clusters Score -2.223197e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 170231 members 
Entering Unmasked Estep 
Score: -22237112.000000 Penalty: 6031.405273
	Iteration 10Q: 3 clusters Score -2.223711e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 171597 members 
Entering Unmasked Estep 
Score: -22238706.000000 Penalty: 6031.405273
	Iteration 11Q: 3 clusters Score -2.223871e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 172547 members 
Entering Unmasked Estep 
Score: -22239300.000000 Penalty: 6031.405273
	Iteration 12Q: 3 clusters Score -2.22393e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 173275 members 
Entering Unmasked Estep 
Score: -22239636.000000 Penalty: 6031.405273
	Iteration 13Q: 3 clusters Score -2.223964e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 173861 members 
Entering Unmasked Estep 
Score: -22239830.000000 Penalty: 6031.405273
	Iteration 14Q: 3 clusters Score -2.223983e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 174345 members 
Entering Unmasked Estep 
Score: -22239980.000000 Penalty: 6031.405273
	Iteration 15Q: 3 clusters Score -2.223998e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 174750 members 
Entering Unmasked Estep 
Score: -22240104.000000 Penalty: 6031.405273
	Iteration 16Q: 3 clusters Score -2.22401e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -22240206.000000 Penalty: 6031.405273
	Iteration 17Q: 3 clusters Score -2.224021e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 175435 members 
Entering Unmasked Estep 
Score: -22240218.000000 Penalty: 6031.405273
	Iteration 18Q: 3 clusters Score -2.224022e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -22240218.000000 Penalty: 6031.405273
	Iteration 19Q: 3 clusters Score -2.224022e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 175936 members 
Entering Unmasked Estep 
Score: -22240286.000000 Penalty: 6031.405273
	Iteration 20F: 3 clusters Score -2.224029e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -22240256.000000 Penalty: 6031.405273
	Iteration 21Q: 3 clusters Score -2.224026e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -22240294.000000 Penalty: 6031.405273
	Iteration 22Q: 3 clusters Score -2.224029e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 176511 members 
Entering Unmasked Estep 
Score: -22240306.000000 Penalty: 6031.405273
	Iteration 23Q: 3 clusters Score -2.224031e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 176645 members 
Entering Unmasked Estep 
Score: -22240284.000000 Penalty: 6031.405273
	Iteration 24Q: 3 clusters Score -2.224028e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 176791 members 
Entering Unmasked Estep 
Score: -22240328.000000 Penalty: 6031.405273
	Iteration 25Q: 3 clusters Score -2.224033e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 176923 members 
Entering Unmasked Estep 
Score: -22240352.000000 Penalty: 6031.405273
	Iteration 26Q: 3 clusters Score -2.224035e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 177052 members 
Entering Unmasked Estep 
Score: -22240350.000000 Penalty: 6031.405273
	Iteration 27Q: 3 clusters Score -2.224035e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 177160 members 
Entering Unmasked Estep 
Score: -22240332.000000 Penalty: 6031.405273
	Iteration 28Q: 3 clusters Score -2.224033e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 177253 members 
Entering Unmasked Estep 
Score: -22240338.000000 Penalty: 6031.405273
	Iteration 29Q: 3 clusters Score -2.224034e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 177334 members 
Entering Unmasked Estep 
Score: -22240352.000000 Penalty: 6031.405273
	Iteration 30Q: 3 clusters Score -2.224035e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 177392 members 
Entering Unmasked Estep 
Score: -22240356.000000 Penalty: 6031.405273
	Iteration 31Q: 3 clusters Score -2.224036e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -22240318.000000 Penalty: 6031.405273
	Iteration 32Q: 3 clusters Score -2.224032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 177488 members 
Entering Unmasked Estep 
Score: -22240328.000000 Penalty: 6031.405273
	Iteration 33Q: 3 clusters Score -2.224033e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 177529 members 
Entering Unmasked Estep 
Score: -22240300.000000 Penalty: 6031.405273
	Iteration 34Q: 3 clusters Score -2.22403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 177572 members 
Entering Unmasked Estep 
Score: -22240294.000000 Penalty: 6031.405273
	Iteration 35Q: 3 clusters Score -2.224029e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 177611 members 
Entering Unmasked Estep 
Score: -22240290.000000 Penalty: 6031.405273
	Iteration 36Q: 3 clusters Score -2.224029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 177649 members 
Entering Unmasked Estep 
Score: -22240270.000000 Penalty: 6031.405273
	Iteration 37Q: 3 clusters Score -2.224027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 177674 members 
Entering Unmasked Estep 
Score: -22240292.000000 Penalty: 6031.405273
	Iteration 38Q: 3 clusters Score -2.224029e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -22240326.000000 Penalty: 6031.405273
	Iteration 39Q: 3 clusters Score -2.224033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -22240326.000000 Penalty: 6031.405273
	Iteration 40F: 3 clusters Score -2.224033e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -22240292.000000 Penalty: 6031.405273
	Iteration 41Q: 3 clusters Score -2.224029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -22240292.000000 Penalty: 6031.405273
	Iteration 42Q: 3 clusters Score -2.224029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 177776 members 
Entering Unmasked Estep 
Score: -22240314.000000 Penalty: 6031.405273
	Iteration 43Q: 3 clusters Score -2.224031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -22240314.000000 Penalty: 6031.405273
	Iteration 44Q: 3 clusters Score -2.224031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 177809 members 
Entering Unmasked Estep 
Score: -22240314.000000 Penalty: 6031.405273
	Iteration 45Q: 3 clusters Score -2.224031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 177824 members 
Entering Unmasked Estep 
Score: -22240312.000000 Penalty: 6031.405273
	Iteration 46Q: 3 clusters Score -2.224031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 177835 members 
Entering Unmasked Estep 
Score: -22240296.000000 Penalty: 6031.405273
	Iteration 47Q: 3 clusters Score -2.22403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -22240318.000000 Penalty: 6031.405273
	Iteration 48Q: 3 clusters Score -2.224032e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 177873 members 
Entering Unmasked Estep 
Score: -22240344.000000 Penalty: 6031.405273
	Iteration 49Q: 3 clusters Score -2.224034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 177895 members 
Entering Unmasked Estep 
Score: -22240340.000000 Penalty: 6031.405273
	Iteration 50Q: 3 clusters Score -2.224034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 177912 members 
Entering Unmasked Estep 
Score: -22240340.000000 Penalty: 6031.405273
	Iteration 51Q: 3 clusters Score -2.224034e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 177933 members 
Entering Unmasked Estep 
Score: -22240332.000000 Penalty: 6031.405273
	Iteration 52Q: 3 clusters Score -2.224033e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -22240346.000000 Penalty: 6031.405273
	Iteration 53Q: 3 clusters Score -2.224035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 177959 members 
Entering Unmasked Estep 
Score: -22240362.000000 Penalty: 6031.405273
	Iteration 54Q: 3 clusters Score -2.224036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 177972 members 
Entering Unmasked Estep 
Score: -22240376.000000 Penalty: 6031.405273
	Iteration 55Q: 3 clusters Score -2.224038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 177985 members 
Entering Unmasked Estep 
Score: -22240380.000000 Penalty: 6031.405273
	Iteration 56Q: 3 clusters Score -2.224038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 178000 members 
Entering Unmasked Estep 
Score: -22240396.000000 Penalty: 6031.405273
	Iteration 57Q: 3 clusters Score -2.22404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -22240412.000000 Penalty: 6031.405273
	Iteration 58Q: 3 clusters Score -2.224041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 178021 members 
Entering Unmasked Estep 
Score: -22240404.000000 Penalty: 6031.405273
	Iteration 59Q: 3 clusters Score -2.22404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 178034 members 
Entering Unmasked Estep 
Score: -22240402.000000 Penalty: 6031.405273
	Iteration 60F: 3 clusters Score -2.22404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 178049 members 
Entering Unmasked Estep 
Score: -22240402.000000 Penalty: 6031.405273
	Iteration 61Q: 3 clusters Score -2.22404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 178057 members 
Entering Unmasked Estep 
Score: -22240418.000000 Penalty: 6031.405273
	Iteration 62Q: 3 clusters Score -2.224042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 178063 members 
Entering Unmasked Estep 
Score: -22240420.000000 Penalty: 6031.405273
	Iteration 63Q: 3 clusters Score -2.224042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 178072 members 
Entering Unmasked Estep 
Score: -22240436.000000 Penalty: 6031.405273
	Iteration 64Q: 3 clusters Score -2.224044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 178076 members 
Entering Unmasked Estep 
Score: -22240414.000000 Penalty: 6031.405273
	Iteration 65Q: 3 clusters Score -2.224041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 178082 members 
Entering Unmasked Estep 
Score: -22240426.000000 Penalty: 6031.405273
	Iteration 66Q: 3 clusters Score -2.224043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 178089 members 
Entering Unmasked Estep 
Score: -22240428.000000 Penalty: 6031.405273
	Iteration 67Q: 3 clusters Score -2.224043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 178097 members 
Entering Unmasked Estep 
Score: -22240458.000000 Penalty: 6031.405273
	Iteration 68Q: 3 clusters Score -2.224046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 178100 members 
Entering Unmasked Estep 
Score: -22240446.000000 Penalty: 6031.405273
	Iteration 69Q: 3 clusters Score -2.224045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 178102 members 
Entering Unmasked Estep 
Score: -22240444.000000 Penalty: 6031.405273
	Iteration 70Q: 3 clusters Score -2.224044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 178103 members 
Entering Unmasked Estep 
Score: -22240448.000000 Penalty: 6031.405273
	Iteration 71Q: 3 clusters Score -2.224045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 178106 members 
Entering Unmasked Estep 
Score: -22240448.000000 Penalty: 6031.405273
	Iteration 72Q: 3 clusters Score -2.224045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 178108 members 
Entering Unmasked Estep 
Score: -22240450.000000 Penalty: 6031.405273
	Iteration 73Q: 3 clusters Score -2.224045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 178111 members 
Entering Unmasked Estep 
Score: -22240462.000000 Penalty: 6031.405273
	Iteration 74Q: 3 clusters Score -2.224046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 178111 members 
Entering Unmasked Estep 
Score: -22240462.000000 Penalty: 6031.405273
	Iteration 75F: 3 clusters Score -2.224046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Entering Unmasked Estep 
Score: -1034643.875000 Penalty: 2263.404785
	Iteration 0F: 2 clusters Score -1034644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1027428.937500 Penalty: 4526.809570
	Iteration 0F: 3 clusters Score -1027429 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1029460.687500 Penalty: 4526.809570
	Iteration 1F: 3 clusters Score -1029461 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1029794.062500 Penalty: 4526.809570
	Iteration 2F: 3 clusters Score -1029794 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1030037.437500 Penalty: 4526.809570
	Iteration 3F: 3 clusters Score -1030037 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1030244.437500 Penalty: 4526.809570
	Iteration 4Q: 3 clusters Score -1030244 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1030396.562500 Penalty: 4526.809570
	Iteration 5Q: 3 clusters Score -1030397 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1030553.625000 Penalty: 4526.809570
	Iteration 6Q: 3 clusters Score -1030554 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1030708.812500 Penalty: 4526.809570
	Iteration 7Q: 3 clusters Score -1030709 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1030834.187500 Penalty: 4526.809570
	Iteration 8Q: 3 clusters Score -1030834 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1030949.125000 Penalty: 4526.809570
	Iteration 9Q: 3 clusters Score -1030949 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1031050.312500 Penalty: 4526.809570
	Iteration 10Q: 3 clusters Score -1031050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1031143.500000 Penalty: 4526.809570
	Iteration 11Q: 3 clusters Score -1031144 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1031246.062500 Penalty: 4526.809570
	Iteration 12Q: 3 clusters Score -1031246 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1031334.562500 Penalty: 4526.809570
	Iteration 13Q: 3 clusters Score -1031335 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1031421.062500 Penalty: 4526.809570
	Iteration 14Q: 3 clusters Score -1031421 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1031516.125000 Penalty: 4526.809570
	Iteration 15Q: 3 clusters Score -1031516 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1031610.187500 Penalty: 4526.809570
	Iteration 16Q: 3 clusters Score -1031610 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1031709.000000 Penalty: 4526.809570
	Iteration 17Q: 3 clusters Score -1031709 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1031793.312500 Penalty: 4526.809570
	Iteration 18Q: 3 clusters Score -1031793 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1031878.312500 Penalty: 4526.809570
	Iteration 19Q: 3 clusters Score -1031878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1031936.437500 Penalty: 4526.809570
	Iteration 20F: 3 clusters Score -1031936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1031997.937500 Penalty: 4526.809570
	Iteration 21Q: 3 clusters Score -1031998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1032048.312500 Penalty: 4526.809570
	Iteration 22Q: 3 clusters Score -1032048 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1032098.687500 Penalty: 4526.809570
	Iteration 23Q: 3 clusters Score -1032099 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1032145.187500 Penalty: 4526.809570
	Iteration 24Q: 3 clusters Score -1032145 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1032178.187500 Penalty: 4526.809570
	Iteration 25Q: 3 clusters Score -1032178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1032208.000000 Penalty: 4526.809570
	Iteration 26Q: 3 clusters Score -1032208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1032236.500000 Penalty: 4526.809570
	Iteration 27Q: 3 clusters Score -1032236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1032260.562500 Penalty: 4526.809570
	Iteration 28Q: 3 clusters Score -1032261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1032280.125000 Penalty: 4526.809570
	Iteration 29Q: 3 clusters Score -1032280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1032300.062500 Penalty: 4526.809570
	Iteration 30Q: 3 clusters Score -1032300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1032309.437500 Penalty: 4526.809570
	Iteration 31Q: 3 clusters Score -1032309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1032319.375000 Penalty: 4526.809570
	Iteration 32Q: 3 clusters Score -1032319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1032325.375000 Penalty: 4526.809570
	Iteration 33Q: 3 clusters Score -1032325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1032334.312500 Penalty: 4526.809570
	Iteration 34Q: 3 clusters Score -1032334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1032342.312500 Penalty: 4526.809570
	Iteration 35Q: 3 clusters Score -1032342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1032351.000000 Penalty: 4526.809570
	Iteration 36Q: 3 clusters Score -1032351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1032356.625000 Penalty: 4526.809570
	Iteration 37Q: 3 clusters Score -1032357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1032362.187500 Penalty: 4526.809570
	Iteration 38Q: 3 clusters Score -1032362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1032369.125000 Penalty: 4526.809570
	Iteration 39Q: 3 clusters Score -1032369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1032371.625000 Penalty: 4526.809570
	Iteration 40F: 3 clusters Score -1032372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1032375.000000 Penalty: 4526.809570
	Iteration 41Q: 3 clusters Score -1032375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1032379.437500 Penalty: 4526.809570
	Iteration 42Q: 3 clusters Score -1032379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1032384.437500 Penalty: 4526.809570
	Iteration 43Q: 3 clusters Score -1032384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1032386.750000 Penalty: 4526.809570
	Iteration 44Q: 3 clusters Score -1032387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1032389.187500 Penalty: 4526.809570
	Iteration 45Q: 3 clusters Score -1032389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1032392.625000 Penalty: 4526.809570
	Iteration 46Q: 3 clusters Score -1032393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1032395.312500 Penalty: 4526.809570
	Iteration 47Q: 3 clusters Score -1032395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1032395.937500 Penalty: 4526.809570
	Iteration 48Q: 3 clusters Score -1032396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1032403.312500 Penalty: 4526.809570
	Iteration 49Q: 3 clusters Score -1032403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1032407.937500 Penalty: 4526.809570
	Iteration 50Q: 3 clusters Score -1032408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1032411.000000 Penalty: 4526.809570
	Iteration 51Q: 3 clusters Score -1032411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1032413.437500 Penalty: 4526.809570
	Iteration 52Q: 3 clusters Score -1032413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1032419.687500 Penalty: 4526.809570
	Iteration 53Q: 3 clusters Score -1032420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1032424.750000 Penalty: 4526.809570
	Iteration 54Q: 3 clusters Score -1032425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1032426.500000 Penalty: 4526.809570
	Iteration 55Q: 3 clusters Score -1032426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1032430.250000 Penalty: 4526.809570
	Iteration 56Q: 3 clusters Score -1032430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1032430.187500 Penalty: 4526.809570
	Iteration 57Q: 3 clusters Score -1032430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1032430.187500 Penalty: 4526.809570
	Iteration 58Q: 3 clusters Score -1032430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1032429.562500 Penalty: 4526.809570
	Iteration 59Q: 3 clusters Score -1032430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1032431.437500 Penalty: 4526.809570
	Iteration 60F: 3 clusters Score -1032431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1032434.375000 Penalty: 4526.809570
	Iteration 61Q: 3 clusters Score -1032434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1032437.500000 Penalty: 4526.809570
	Iteration 62Q: 3 clusters Score -1032438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1032442.562500 Penalty: 4526.809570
	Iteration 63Q: 3 clusters Score -1032443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1032445.437500 Penalty: 4526.809570
	Iteration 64Q: 3 clusters Score -1032445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1032448.875000 Penalty: 4526.809570
	Iteration 65Q: 3 clusters Score -1032449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1032453.437500 Penalty: 4526.809570
	Iteration 66Q: 3 clusters Score -1032453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1032456.375000 Penalty: 4526.809570
	Iteration 67Q: 3 clusters Score -1032456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1032455.875000 Penalty: 4526.809570
	Iteration 68Q: 3 clusters Score -1032456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1032459.812500 Penalty: 4526.809570
	Iteration 69Q: 3 clusters Score -1032460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1032463.875000 Penalty: 4526.809570
	Iteration 70Q: 3 clusters Score -1032464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1032467.187500 Penalty: 4526.809570
	Iteration 71Q: 3 clusters Score -1032467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1032475.937500 Penalty: 4526.809570
	Iteration 72Q: 3 clusters Score -1032476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1032482.562500 Penalty: 4526.809570
	Iteration 73Q: 3 clusters Score -1032483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1032484.937500 Penalty: 4526.809570
	Iteration 74Q: 3 clusters Score -1032485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1032491.500000 Penalty: 4526.809570
	Iteration 75Q: 3 clusters Score -1032492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1032499.187500 Penalty: 4526.809570
	Iteration 76Q: 3 clusters Score -1032499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1032502.062500 Penalty: 4526.809570
	Iteration 77Q: 3 clusters Score -1032502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1032509.125000 Penalty: 4526.809570
	Iteration 78Q: 3 clusters Score -1032509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1032513.000000 Penalty: 4526.809570
	Iteration 79Q: 3 clusters Score -1032513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1032517.312500 Penalty: 4526.809570
	Iteration 80F: 3 clusters Score -1032517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1032521.437500 Penalty: 4526.809570
	Iteration 81Q: 3 clusters Score -1032521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1032525.625000 Penalty: 4526.809570
	Iteration 82Q: 3 clusters Score -1032526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1032534.375000 Penalty: 4526.809570
	Iteration 83Q: 3 clusters Score -1032534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1032537.187500 Penalty: 4526.809570
	Iteration 84Q: 3 clusters Score -1032537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1032543.125000 Penalty: 4526.809570
	Iteration 85Q: 3 clusters Score -1032543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1032546.062500 Penalty: 4526.809570
	Iteration 86Q: 3 clusters Score -1032546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1032546.187500 Penalty: 4526.809570
	Iteration 87Q: 3 clusters Score -1032546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1032550.312500 Penalty: 4526.809570
	Iteration 88Q: 3 clusters Score -1032550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1032552.937500 Penalty: 4526.809570
	Iteration 89Q: 3 clusters Score -1032553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1032558.187500 Penalty: 4526.809570
	Iteration 90Q: 3 clusters Score -1032558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1032564.625000 Penalty: 4526.809570
	Iteration 91Q: 3 clusters Score -1032565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1032575.062500 Penalty: 4526.809570
	Iteration 92Q: 3 clusters Score -1032575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1032582.312500 Penalty: 4526.809570
	Iteration 93Q: 3 clusters Score -1032582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1032591.187500 Penalty: 4526.809570
	Iteration 94Q: 3 clusters Score -1032591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1032605.187500 Penalty: 4526.809570
	Iteration 95Q: 3 clusters Score -1032605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1032616.312500 Penalty: 4526.809570
	Iteration 96Q: 3 clusters Score -1032616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1032627.875000 Penalty: 4526.809570
	Iteration 97Q: 3 clusters Score -1032628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1032637.375000 Penalty: 4526.809570
	Iteration 98Q: 3 clusters Score -1032637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1032654.375000 Penalty: 4526.809570
	Iteration 99Q: 3 clusters Score -1032654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1032666.125000 Penalty: 4526.809570
	Iteration 100F: 3 clusters Score -1032666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1032675.187500 Penalty: 4526.809570
	Iteration 101Q: 3 clusters Score -1032675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1032686.812500 Penalty: 4526.809570
	Iteration 102Q: 3 clusters Score -1032687 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1032698.875000 Penalty: 4526.809570
	Iteration 103Q: 3 clusters Score -1032699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1032708.062500 Penalty: 4526.809570
	Iteration 104Q: 3 clusters Score -1032708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1032720.312500 Penalty: 4526.809570
	Iteration 105Q: 3 clusters Score -1032720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1032733.750000 Penalty: 4526.809570
	Iteration 106Q: 3 clusters Score -1032734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1032748.437500 Penalty: 4526.809570
	Iteration 107Q: 3 clusters Score -1032748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1032758.000000 Penalty: 4526.809570
	Iteration 108Q: 3 clusters Score -1032758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1032767.562500 Penalty: 4526.809570
	Iteration 109Q: 3 clusters Score -1032768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1032777.875000 Penalty: 4526.809570
	Iteration 110Q: 3 clusters Score -1032778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1032785.687500 Penalty: 4526.809570
	Iteration 111Q: 3 clusters Score -1032786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1032793.562500 Penalty: 4526.809570
	Iteration 112Q: 3 clusters Score -1032794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1032797.062500 Penalty: 4526.809570
	Iteration 113Q: 3 clusters Score -1032797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1032801.125000 Penalty: 4526.809570
	Iteration 114Q: 3 clusters Score -1032801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1032804.437500 Penalty: 4526.809570
	Iteration 115Q: 3 clusters Score -1032804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1032806.500000 Penalty: 4526.809570
	Iteration 116Q: 3 clusters Score -1032806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1032810.125000 Penalty: 4526.809570
	Iteration 117Q: 3 clusters Score -1032810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1032811.562500 Penalty: 4526.809570
	Iteration 118Q: 3 clusters Score -1032812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1032815.312500 Penalty: 4526.809570
	Iteration 119Q: 3 clusters Score -1032815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1032816.812500 Penalty: 4526.809570
	Iteration 120F: 3 clusters Score -1032817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1032818.562500 Penalty: 4526.809570
	Iteration 121Q: 3 clusters Score -1032819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1032820.625000 Penalty: 4526.809570
	Iteration 122Q: 3 clusters Score -1032821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1032822.875000 Penalty: 4526.809570
	Iteration 123Q: 3 clusters Score -1032823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1032825.187500 Penalty: 4526.809570
	Iteration 124Q: 3 clusters Score -1032825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1032826.750000 Penalty: 4526.809570
	Iteration 125Q: 3 clusters Score -1032827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1032831.312500 Penalty: 4526.809570
	Iteration 126Q: 3 clusters Score -1032831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1032832.500000 Penalty: 4526.809570
	Iteration 127Q: 3 clusters Score -1032832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1032837.875000 Penalty: 4526.809570
	Iteration 128Q: 3 clusters Score -1032838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1032837.500000 Penalty: 4526.809570
	Iteration 129Q: 3 clusters Score -1032838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1032838.625000 Penalty: 4526.809570
	Iteration 130Q: 3 clusters Score -1032839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1032840.000000 Penalty: 4526.809570
	Iteration 131Q: 3 clusters Score -1032840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1032845.250000 Penalty: 4526.809570
	Iteration 132Q: 3 clusters Score -1032845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1032846.625000 Penalty: 4526.809570
	Iteration 133Q: 3 clusters Score -1032847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1032850.125000 Penalty: 4526.809570
	Iteration 134Q: 3 clusters Score -1032850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1032852.812500 Penalty: 4526.809570
	Iteration 135Q: 3 clusters Score -1032853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1032853.312500 Penalty: 4526.809570
	Iteration 136Q: 3 clusters Score -1032853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1032856.750000 Penalty: 4526.809570
	Iteration 137Q: 3 clusters Score -1032857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1032861.375000 Penalty: 4526.809570
	Iteration 138Q: 3 clusters Score -1032861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1032861.500000 Penalty: 4526.809570
	Iteration 139Q: 3 clusters Score -1032862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1032864.000000 Penalty: 4526.809570
	Iteration 140F: 3 clusters Score -1032864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1032866.875000 Penalty: 4526.809570
	Iteration 141Q: 3 clusters Score -1032867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1032867.750000 Penalty: 4526.809570
	Iteration 142Q: 3 clusters Score -1032868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1032871.187500 Penalty: 4526.809570
	Iteration 143Q: 3 clusters Score -1032871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1032872.500000 Penalty: 4526.809570
	Iteration 144Q: 3 clusters Score -1032872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1032875.562500 Penalty: 4526.809570
	Iteration 145Q: 3 clusters Score -1032876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1032874.625000 Penalty: 4526.809570
	Iteration 146Q: 3 clusters Score -1032875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1032874.562500 Penalty: 4526.809570
	Iteration 147Q: 3 clusters Score -1032875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1032875.625000 Penalty: 4526.809570
	Iteration 148Q: 3 clusters Score -1032876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1032876.000000 Penalty: 4526.809570
	Iteration 149Q: 3 clusters Score -1032876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1032873.687500 Penalty: 4526.809570
	Iteration 150Q: 3 clusters Score -1032874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1032876.250000 Penalty: 4526.809570
	Iteration 151Q: 3 clusters Score -1032876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1032875.812500 Penalty: 4526.809570
	Iteration 152Q: 3 clusters Score -1032876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1032875.812500 Penalty: 4526.809570
	Iteration 153F: 3 clusters Score -1032876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -112006.867188 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -112006.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -109992.835938 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -109992.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110680.250000 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -110680.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111369.906250 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -111369.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -112100.031250 Penalty: 3484.666992
	Iteration 3F: 3 clusters Score -112100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -112630.875000 Penalty: 3484.666992
	Iteration 4F: 3 clusters Score -112630.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -112808.445312 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -112808.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -112912.203125 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -112912.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -112985.882812 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -112985.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -113040.554688 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -113040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -113080.843750 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -113080.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -113116.015625 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -113116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -113129.109375 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -113129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -113145.312500 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -113145.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -113168.023438 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -113168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -113177.406250 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -113177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -113197.890625 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -113197.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -113250.343750 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -113250.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -113305.046875 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -113305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -113358.921875 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -113358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -113384.914062 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -113384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -113389.054688 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -113389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -113393.945312 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -113393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -113393.945312 Penalty: 3484.666992
	Iteration 22F: 3 clusters Score -113393.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 235914 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 6145 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 182081 members 
Mstep: Class 38 contains 12785 members 
Mstep: Class 39 contains 827 members 
Entering Unmasked Estep 
Score: -225869696.000000 Penalty: 140391.312500
Splitting cluster 20 changes total score from -225861168.000000 to -225869696.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 21 (41359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Entering Unmasked Estep 
Score: -4795735.000000 Penalty: 2636.251221
	Iteration 0F: 2 clusters Score -4795735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4767781.500000 Penalty: 5272.502441
	Iteration 0F: 3 clusters Score -4767782 nChanged 19019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -4778145.500000 Penalty: 5272.502441
	Iteration 1F: 3 clusters Score -4778146 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4778739.500000 Penalty: 5272.502441
	Iteration 2Q: 3 clusters Score -4778740 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -4779294.000000 Penalty: 5272.502441
	Iteration 3Q: 3 clusters Score -4779294 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4779896.000000 Penalty: 5272.502441
	Iteration 4Q: 3 clusters Score -4779896 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4780627.500000 Penalty: 5272.502441
	Iteration 5Q: 3 clusters Score -4780628 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4781514.000000 Penalty: 5272.502441
	Iteration 6Q: 3 clusters Score -4781514 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4782731.500000 Penalty: 5272.502441
	Iteration 7F: 3 clusters Score -4782732 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4784350.500000 Penalty: 5272.502441
	Iteration 8F: 3 clusters Score -4784350 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4786593.500000 Penalty: 5272.502441
	Iteration 9F: 3 clusters Score -4786594 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4789082.000000 Penalty: 5272.502441
	Iteration 10F: 3 clusters Score -4789082 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4791236.500000 Penalty: 5272.502441
	Iteration 11F: 3 clusters Score -4791236 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4792522.000000 Penalty: 5272.502441
	Iteration 12Q: 3 clusters Score -4792522 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4793059.500000 Penalty: 5272.502441
	Iteration 13Q: 3 clusters Score -4793060 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4793286.000000 Penalty: 5272.502441
	Iteration 14Q: 3 clusters Score -4793286 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4793398.000000 Penalty: 5272.502441
	Iteration 15Q: 3 clusters Score -4793398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4793440.500000 Penalty: 5272.502441
	Iteration 16Q: 3 clusters Score -4793440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4793479.500000 Penalty: 5272.502441
	Iteration 17Q: 3 clusters Score -4793480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4793487.000000 Penalty: 5272.502441
	Iteration 18Q: 3 clusters Score -4793487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4793500.500000 Penalty: 5272.502441
	Iteration 19Q: 3 clusters Score -4793500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4793505.500000 Penalty: 5272.502441
	Iteration 20F: 3 clusters Score -4793506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4793513.500000 Penalty: 5272.502441
	Iteration 21Q: 3 clusters Score -4793514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4793526.000000 Penalty: 5272.502441
	Iteration 22Q: 3 clusters Score -4793526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4793533.500000 Penalty: 5272.502441
	Iteration 23Q: 3 clusters Score -4793534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4793543.000000 Penalty: 5272.502441
	Iteration 24Q: 3 clusters Score -4793543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4793541.000000 Penalty: 5272.502441
	Iteration 25Q: 3 clusters Score -4793541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4793559.500000 Penalty: 5272.502441
	Iteration 26Q: 3 clusters Score -4793560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4793569.000000 Penalty: 5272.502441
	Iteration 27Q: 3 clusters Score -4793569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4793571.000000 Penalty: 5272.502441
	Iteration 28Q: 3 clusters Score -4793571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4793575.500000 Penalty: 5272.502441
	Iteration 29Q: 3 clusters Score -4793576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4793577.500000 Penalty: 5272.502441
	Iteration 30Q: 3 clusters Score -4793578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4793586.500000 Penalty: 5272.502441
	Iteration 31Q: 3 clusters Score -4793586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4793587.000000 Penalty: 5272.502441
	Iteration 32Q: 3 clusters Score -4793587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4793592.000000 Penalty: 5272.502441
	Iteration 33Q: 3 clusters Score -4793592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4793594.500000 Penalty: 5272.502441
	Iteration 34Q: 3 clusters Score -4793594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4793598.500000 Penalty: 5272.502441
	Iteration 35Q: 3 clusters Score -4793598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4793597.500000 Penalty: 5272.502441
	Iteration 36Q: 3 clusters Score -4793598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4793597.500000 Penalty: 5272.502441
	Iteration 37Q: 3 clusters Score -4793598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4793597.500000 Penalty: 5272.502441
	Iteration 38F: 3 clusters Score -4793598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Entering Unmasked Estep 
Score: -1290256.750000 Penalty: 2324.327637
	Iteration 0F: 2 clusters Score -1290257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1281405.875000 Penalty: 4648.655273
	Iteration 0F: 3 clusters Score -1281406 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1284259.500000 Penalty: 4648.655273
	Iteration 1F: 3 clusters Score -1284260 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1284771.125000 Penalty: 4648.655273
	Iteration 2F: 3 clusters Score -1284771 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1285244.750000 Penalty: 4648.655273
	Iteration 3F: 3 clusters Score -1285245 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1285700.625000 Penalty: 4648.655273
	Iteration 4F: 3 clusters Score -1285701 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1286065.000000 Penalty: 4648.655273
	Iteration 5F: 3 clusters Score -1286065 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1286353.500000 Penalty: 4648.655273
	Iteration 6Q: 3 clusters Score -1286354 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1286590.375000 Penalty: 4648.655273
	Iteration 7Q: 3 clusters Score -1286590 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1286797.000000 Penalty: 4648.655273
	Iteration 8Q: 3 clusters Score -1286797 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1286970.625000 Penalty: 4648.655273
	Iteration 9Q: 3 clusters Score -1286971 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1287110.250000 Penalty: 4648.655273
	Iteration 10Q: 3 clusters Score -1287110 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1287245.250000 Penalty: 4648.655273
	Iteration 11Q: 3 clusters Score -1287245 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1287344.375000 Penalty: 4648.655273
	Iteration 12Q: 3 clusters Score -1287344 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1287437.625000 Penalty: 4648.655273
	Iteration 13Q: 3 clusters Score -1287438 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1287508.625000 Penalty: 4648.655273
	Iteration 14Q: 3 clusters Score -1287509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1287561.125000 Penalty: 4648.655273
	Iteration 15Q: 3 clusters Score -1287561 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1287609.375000 Penalty: 4648.655273
	Iteration 16Q: 3 clusters Score -1287609 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1287643.250000 Penalty: 4648.655273
	Iteration 17Q: 3 clusters Score -1287643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1287673.125000 Penalty: 4648.655273
	Iteration 18Q: 3 clusters Score -1287673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1287696.000000 Penalty: 4648.655273
	Iteration 19Q: 3 clusters Score -1287696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1287717.500000 Penalty: 4648.655273
	Iteration 20F: 3 clusters Score -1287718 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1287741.875000 Penalty: 4648.655273
	Iteration 21Q: 3 clusters Score -1287742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1287767.625000 Penalty: 4648.655273
	Iteration 22Q: 3 clusters Score -1287768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1287796.500000 Penalty: 4648.655273
	Iteration 23Q: 3 clusters Score -1287796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1287827.375000 Penalty: 4648.655273
	Iteration 24Q: 3 clusters Score -1287827 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1287859.250000 Penalty: 4648.655273
	Iteration 25Q: 3 clusters Score -1287859 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1287884.000000 Penalty: 4648.655273
	Iteration 26Q: 3 clusters Score -1287884 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1287908.250000 Penalty: 4648.655273
	Iteration 27Q: 3 clusters Score -1287908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1287932.500000 Penalty: 4648.655273
	Iteration 28Q: 3 clusters Score -1287932 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1287960.250000 Penalty: 4648.655273
	Iteration 29Q: 3 clusters Score -1287960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1287989.875000 Penalty: 4648.655273
	Iteration 30Q: 3 clusters Score -1287990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1288015.125000 Penalty: 4648.655273
	Iteration 31Q: 3 clusters Score -1288015 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1288041.125000 Penalty: 4648.655273
	Iteration 32Q: 3 clusters Score -1288041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1288063.500000 Penalty: 4648.655273
	Iteration 33Q: 3 clusters Score -1288064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1288078.000000 Penalty: 4648.655273
	Iteration 34Q: 3 clusters Score -1288078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1288098.625000 Penalty: 4648.655273
	Iteration 35Q: 3 clusters Score -1288099 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1288133.125000 Penalty: 4648.655273
	Iteration 36Q: 3 clusters Score -1288133 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1288159.875000 Penalty: 4648.655273
	Iteration 37Q: 3 clusters Score -1288160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1288178.875000 Penalty: 4648.655273
	Iteration 38Q: 3 clusters Score -1288179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1288198.125000 Penalty: 4648.655273
	Iteration 39Q: 3 clusters Score -1288198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1288224.500000 Penalty: 4648.655273
	Iteration 40F: 3 clusters Score -1288224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1288247.375000 Penalty: 4648.655273
	Iteration 41Q: 3 clusters Score -1288247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1288264.625000 Penalty: 4648.655273
	Iteration 42Q: 3 clusters Score -1288265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1288280.250000 Penalty: 4648.655273
	Iteration 43Q: 3 clusters Score -1288280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1288288.750000 Penalty: 4648.655273
	Iteration 44Q: 3 clusters Score -1288289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1288301.750000 Penalty: 4648.655273
	Iteration 45Q: 3 clusters Score -1288302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1288317.000000 Penalty: 4648.655273
	Iteration 46Q: 3 clusters Score -1288317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1288326.125000 Penalty: 4648.655273
	Iteration 47Q: 3 clusters Score -1288326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1288330.500000 Penalty: 4648.655273
	Iteration 48Q: 3 clusters Score -1288330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1288342.000000 Penalty: 4648.655273
	Iteration 49Q: 3 clusters Score -1288342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1288347.125000 Penalty: 4648.655273
	Iteration 50Q: 3 clusters Score -1288347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1288352.250000 Penalty: 4648.655273
	Iteration 51Q: 3 clusters Score -1288352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1288359.125000 Penalty: 4648.655273
	Iteration 52Q: 3 clusters Score -1288359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1288368.875000 Penalty: 4648.655273
	Iteration 53Q: 3 clusters Score -1288369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1288380.375000 Penalty: 4648.655273
	Iteration 54Q: 3 clusters Score -1288380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1288388.125000 Penalty: 4648.655273
	Iteration 55Q: 3 clusters Score -1288388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1288398.625000 Penalty: 4648.655273
	Iteration 56Q: 3 clusters Score -1288399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1288412.250000 Penalty: 4648.655273
	Iteration 57Q: 3 clusters Score -1288412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1288422.750000 Penalty: 4648.655273
	Iteration 58Q: 3 clusters Score -1288423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1288430.500000 Penalty: 4648.655273
	Iteration 59Q: 3 clusters Score -1288430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1288441.125000 Penalty: 4648.655273
	Iteration 60F: 3 clusters Score -1288441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1288446.875000 Penalty: 4648.655273
	Iteration 61Q: 3 clusters Score -1288447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1288455.625000 Penalty: 4648.655273
	Iteration 62Q: 3 clusters Score -1288456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1288459.125000 Penalty: 4648.655273
	Iteration 63Q: 3 clusters Score -1288459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1288468.000000 Penalty: 4648.655273
	Iteration 64Q: 3 clusters Score -1288468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1288476.750000 Penalty: 4648.655273
	Iteration 65Q: 3 clusters Score -1288477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1288479.500000 Penalty: 4648.655273
	Iteration 66Q: 3 clusters Score -1288480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1288488.250000 Penalty: 4648.655273
	Iteration 67Q: 3 clusters Score -1288488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1288492.500000 Penalty: 4648.655273
	Iteration 68Q: 3 clusters Score -1288492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1288494.250000 Penalty: 4648.655273
	Iteration 69Q: 3 clusters Score -1288494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1288502.500000 Penalty: 4648.655273
	Iteration 70Q: 3 clusters Score -1288502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1288507.250000 Penalty: 4648.655273
	Iteration 71Q: 3 clusters Score -1288507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1288515.625000 Penalty: 4648.655273
	Iteration 72Q: 3 clusters Score -1288516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1288518.000000 Penalty: 4648.655273
	Iteration 73Q: 3 clusters Score -1288518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1288525.000000 Penalty: 4648.655273
	Iteration 74Q: 3 clusters Score -1288525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1288528.500000 Penalty: 4648.655273
	Iteration 75Q: 3 clusters Score -1288528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1288529.750000 Penalty: 4648.655273
	Iteration 76Q: 3 clusters Score -1288530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1288531.500000 Penalty: 4648.655273
	Iteration 77Q: 3 clusters Score -1288532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1288532.500000 Penalty: 4648.655273
	Iteration 78Q: 3 clusters Score -1288532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1288536.250000 Penalty: 4648.655273
	Iteration 79Q: 3 clusters Score -1288536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1288537.875000 Penalty: 4648.655273
	Iteration 80F: 3 clusters Score -1288538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1288537.000000 Penalty: 4648.655273
	Iteration 81Q: 3 clusters Score -1288537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1288535.500000 Penalty: 4648.655273
	Iteration 82Q: 3 clusters Score -1288536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1288535.500000 Penalty: 4648.655273
	Iteration 83F: 3 clusters Score -1288536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Entering Unmasked Estep 
Score: -634125.000000 Penalty: 2163.401855
	Iteration 0F: 2 clusters Score -634125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -628886.937500 Penalty: 4326.803711
	Iteration 0F: 3 clusters Score -628886.9 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -630515.875000 Penalty: 4326.803711
	Iteration 1F: 3 clusters Score -630515.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -630973.062500 Penalty: 4326.803711
	Iteration 2F: 3 clusters Score -630973.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -631296.812500 Penalty: 4326.803711
	Iteration 3F: 3 clusters Score -631296.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -631595.500000 Penalty: 4326.803711
	Iteration 4F: 3 clusters Score -631595.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -631879.437500 Penalty: 4326.803711
	Iteration 5F: 3 clusters Score -631879.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -632153.000000 Penalty: 4326.803711
	Iteration 6F: 3 clusters Score -632153 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -632454.562500 Penalty: 4326.803711
	Iteration 7Q: 3 clusters Score -632454.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -632770.312500 Penalty: 4326.803711
	Iteration 8Q: 3 clusters Score -632770.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -633046.625000 Penalty: 4326.803711
	Iteration 9Q: 3 clusters Score -633046.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -633257.625000 Penalty: 4326.803711
	Iteration 10Q: 3 clusters Score -633257.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -633448.125000 Penalty: 4326.803711
	Iteration 11Q: 3 clusters Score -633448.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -633613.437500 Penalty: 4326.803711
	Iteration 12Q: 3 clusters Score -633613.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -633759.437500 Penalty: 4326.803711
	Iteration 13Q: 3 clusters Score -633759.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -633880.625000 Penalty: 4326.803711
	Iteration 14Q: 3 clusters Score -633880.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -633951.562500 Penalty: 4326.803711
	Iteration 15Q: 3 clusters Score -633951.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -633999.562500 Penalty: 4326.803711
	Iteration 16Q: 3 clusters Score -633999.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -634040.000000 Penalty: 4326.803711
	Iteration 17Q: 3 clusters Score -634040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -634069.750000 Penalty: 4326.803711
	Iteration 18Q: 3 clusters Score -634069.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -634088.562500 Penalty: 4326.803711
	Iteration 19Q: 3 clusters Score -634088.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -634119.687500 Penalty: 4326.803711
	Iteration 20F: 3 clusters Score -634119.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -634136.937500 Penalty: 4326.803711
	Iteration 21Q: 3 clusters Score -634136.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -634151.000000 Penalty: 4326.803711
	Iteration 22Q: 3 clusters Score -634151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -634166.312500 Penalty: 4326.803711
	Iteration 23Q: 3 clusters Score -634166.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -634177.437500 Penalty: 4326.803711
	Iteration 24Q: 3 clusters Score -634177.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -634186.000000 Penalty: 4326.803711
	Iteration 25Q: 3 clusters Score -634186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -634193.187500 Penalty: 4326.803711
	Iteration 26Q: 3 clusters Score -634193.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -634199.000000 Penalty: 4326.803711
	Iteration 27Q: 3 clusters Score -634199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -634203.750000 Penalty: 4326.803711
	Iteration 28Q: 3 clusters Score -634203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -634204.937500 Penalty: 4326.803711
	Iteration 29Q: 3 clusters Score -634204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -634206.437500 Penalty: 4326.803711
	Iteration 30Q: 3 clusters Score -634206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -634206.750000 Penalty: 4326.803711
	Iteration 31Q: 3 clusters Score -634206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -634208.625000 Penalty: 4326.803711
	Iteration 32Q: 3 clusters Score -634208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -634210.687500 Penalty: 4326.803711
	Iteration 33Q: 3 clusters Score -634210.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -634213.187500 Penalty: 4326.803711
	Iteration 34Q: 3 clusters Score -634213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -634215.437500 Penalty: 4326.803711
	Iteration 35Q: 3 clusters Score -634215.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -634218.562500 Penalty: 4326.803711
	Iteration 36Q: 3 clusters Score -634218.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -634219.937500 Penalty: 4326.803711
	Iteration 37Q: 3 clusters Score -634219.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -634220.750000 Penalty: 4326.803711
	Iteration 38Q: 3 clusters Score -634220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -634222.062500 Penalty: 4326.803711
	Iteration 39Q: 3 clusters Score -634222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -634224.375000 Penalty: 4326.803711
	Iteration 40F: 3 clusters Score -634224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -634225.750000 Penalty: 4326.803711
	Iteration 41Q: 3 clusters Score -634225.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -634226.625000 Penalty: 4326.803711
	Iteration 42Q: 3 clusters Score -634226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -634226.500000 Penalty: 4326.803711
	Iteration 43Q: 3 clusters Score -634226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -634226.500000 Penalty: 4326.803711
	Iteration 44F: 3 clusters Score -634226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 235914 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 4525 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 182081 members 
Mstep: Class 38 contains 12785 members 
Mstep: Class 39 contains 827 members 
Mstep: Class 40 contains 4395 members 
Entering Unmasked Estep 
Score: -225868288.000000 Penalty: 143991.093750
Splitting cluster 23 changes total score from -225861168.000000 to -225868288.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (12657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Entering Unmasked Estep 
Score: -1490237.375000 Penalty: 2342.599609
	Iteration 0F: 2 clusters Score -1490237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1480969.875000 Penalty: 4685.199219
	Iteration 0F: 3 clusters Score -1480970 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1483686.250000 Penalty: 4685.199219
	Iteration 1F: 3 clusters Score -1483686 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1483957.750000 Penalty: 4685.199219
	Iteration 2F: 3 clusters Score -1483958 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1484159.875000 Penalty: 4685.199219
	Iteration 3Q: 3 clusters Score -1484160 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1484355.375000 Penalty: 4685.199219
	Iteration 4Q: 3 clusters Score -1484355 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1484538.375000 Penalty: 4685.199219
	Iteration 5Q: 3 clusters Score -1484538 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1484746.125000 Penalty: 4685.199219
	Iteration 6Q: 3 clusters Score -1484746 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1484983.375000 Penalty: 4685.199219
	Iteration 7Q: 3 clusters Score -1484983 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1485276.875000 Penalty: 4685.199219
	Iteration 8Q: 3 clusters Score -1485277 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1485577.125000 Penalty: 4685.199219
	Iteration 9Q: 3 clusters Score -1485577 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1485880.875000 Penalty: 4685.199219
	Iteration 10Q: 3 clusters Score -1485881 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1486267.750000 Penalty: 4685.199219
	Iteration 11Q: 3 clusters Score -1486268 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1486676.250000 Penalty: 4685.199219
	Iteration 12Q: 3 clusters Score -1486676 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1487040.875000 Penalty: 4685.199219
	Iteration 13Q: 3 clusters Score -1487041 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1487361.750000 Penalty: 4685.199219
	Iteration 14Q: 3 clusters Score -1487362 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1487614.500000 Penalty: 4685.199219
	Iteration 15Q: 3 clusters Score -1487614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1487819.500000 Penalty: 4685.199219
	Iteration 16Q: 3 clusters Score -1487820 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1487947.875000 Penalty: 4685.199219
	Iteration 17Q: 3 clusters Score -1487948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1488075.500000 Penalty: 4685.199219
	Iteration 18Q: 3 clusters Score -1488076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1488153.250000 Penalty: 4685.199219
	Iteration 19Q: 3 clusters Score -1488153 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1488196.375000 Penalty: 4685.199219
	Iteration 20F: 3 clusters Score -1488196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1488233.250000 Penalty: 4685.199219
	Iteration 21Q: 3 clusters Score -1488233 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1488266.250000 Penalty: 4685.199219
	Iteration 22Q: 3 clusters Score -1488266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1488282.875000 Penalty: 4685.199219
	Iteration 23Q: 3 clusters Score -1488283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1488307.250000 Penalty: 4685.199219
	Iteration 24Q: 3 clusters Score -1488307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1488321.875000 Penalty: 4685.199219
	Iteration 25Q: 3 clusters Score -1488322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1488337.000000 Penalty: 4685.199219
	Iteration 26Q: 3 clusters Score -1488337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1488346.250000 Penalty: 4685.199219
	Iteration 27Q: 3 clusters Score -1488346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1488355.500000 Penalty: 4685.199219
	Iteration 28Q: 3 clusters Score -1488356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1488365.000000 Penalty: 4685.199219
	Iteration 29Q: 3 clusters Score -1488365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1488369.250000 Penalty: 4685.199219
	Iteration 30Q: 3 clusters Score -1488369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1488378.875000 Penalty: 4685.199219
	Iteration 31Q: 3 clusters Score -1488379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1488382.125000 Penalty: 4685.199219
	Iteration 32Q: 3 clusters Score -1488382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1488386.125000 Penalty: 4685.199219
	Iteration 33Q: 3 clusters Score -1488386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1488388.500000 Penalty: 4685.199219
	Iteration 34Q: 3 clusters Score -1488388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1488389.500000 Penalty: 4685.199219
	Iteration 35Q: 3 clusters Score -1488390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1488394.375000 Penalty: 4685.199219
	Iteration 36Q: 3 clusters Score -1488394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1488395.750000 Penalty: 4685.199219
	Iteration 37Q: 3 clusters Score -1488396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1488399.000000 Penalty: 4685.199219
	Iteration 38Q: 3 clusters Score -1488399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1488400.625000 Penalty: 4685.199219
	Iteration 39Q: 3 clusters Score -1488401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1488403.500000 Penalty: 4685.199219
	Iteration 40F: 3 clusters Score -1488404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1488404.375000 Penalty: 4685.199219
	Iteration 41Q: 3 clusters Score -1488404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1488406.125000 Penalty: 4685.199219
	Iteration 42Q: 3 clusters Score -1488406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1488411.625000 Penalty: 4685.199219
	Iteration 43Q: 3 clusters Score -1488412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1488412.625000 Penalty: 4685.199219
	Iteration 44Q: 3 clusters Score -1488413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1488415.125000 Penalty: 4685.199219
	Iteration 45Q: 3 clusters Score -1488415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1488418.375000 Penalty: 4685.199219
	Iteration 46Q: 3 clusters Score -1488418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1488421.000000 Penalty: 4685.199219
	Iteration 47Q: 3 clusters Score -1488421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1488425.375000 Penalty: 4685.199219
	Iteration 48Q: 3 clusters Score -1488425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1488432.875000 Penalty: 4685.199219
	Iteration 49Q: 3 clusters Score -1488433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1488440.375000 Penalty: 4685.199219
	Iteration 50Q: 3 clusters Score -1488440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1488444.625000 Penalty: 4685.199219
	Iteration 51Q: 3 clusters Score -1488445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1488441.375000 Penalty: 4685.199219
	Iteration 52Q: 3 clusters Score -1488441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1488443.750000 Penalty: 4685.199219
	Iteration 53Q: 3 clusters Score -1488444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1488445.000000 Penalty: 4685.199219
	Iteration 54Q: 3 clusters Score -1488445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1488446.750000 Penalty: 4685.199219
	Iteration 55Q: 3 clusters Score -1488447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1488447.250000 Penalty: 4685.199219
	Iteration 56Q: 3 clusters Score -1488447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1488447.250000 Penalty: 4685.199219
	Iteration 57F: 3 clusters Score -1488447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (228316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228316 members 
Entering Unmasked Estep 
Score: -26465816.000000 Penalty: 3059.944336
	Iteration 0F: 2 clusters Score -2.646582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 114473 members 
Entering Unmasked Estep 
Score: -26320546.000000 Penalty: 6119.888672
	Iteration 0F: 3 clusters Score -2.632055e+07 nChanged 110351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112676 members 
Mstep: Class 2 contains 115640 members 
Entering Unmasked Estep 
Score: -26386112.000000 Penalty: 6119.888672
	Iteration 1F: 3 clusters Score -2.638611e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112510 members 
Mstep: Class 2 contains 115806 members 
Entering Unmasked Estep 
Score: -26388154.000000 Penalty: 6119.888672
	Iteration 2Q: 3 clusters Score -2.638815e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 115907 members 
Entering Unmasked Estep 
Score: -26391358.000000 Penalty: 6119.888672
	Iteration 3Q: 3 clusters Score -2.639136e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -26395704.000000 Penalty: 6119.888672
	Iteration 4Q: 3 clusters Score -2.63957e+07 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 117332 members 
Entering Unmasked Estep 
Score: -26401284.000000 Penalty: 6119.888672
	Iteration 5F: 3 clusters Score -2.640128e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108941 members 
Mstep: Class 2 contains 119375 members 
Entering Unmasked Estep 
Score: -26406966.000000 Penalty: 6119.888672
	Iteration 6F: 3 clusters Score -2.640697e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105711 members 
Mstep: Class 2 contains 122605 members 
Entering Unmasked Estep 
Score: -26412110.000000 Penalty: 6119.888672
	Iteration 7F: 3 clusters Score -2.641211e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101015 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -26416438.000000 Penalty: 6119.888672
	Iteration 8Q: 3 clusters Score -2.641644e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -26420470.000000 Penalty: 6119.888672
	Iteration 9Q: 3 clusters Score -2.642047e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 141573 members 
Entering Unmasked Estep 
Score: -26424376.000000 Penalty: 6119.888672
	Iteration 10Q: 3 clusters Score -2.642438e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -26428930.000000 Penalty: 6119.888672
	Iteration 11Q: 3 clusters Score -2.642893e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -26435132.000000 Penalty: 6119.888672
	Iteration 12Q: 3 clusters Score -2.643513e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 174686 members 
Entering Unmasked Estep 
Score: -26441724.000000 Penalty: 6119.888672
	Iteration 13F: 3 clusters Score -2.644172e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 186711 members 
Entering Unmasked Estep 
Score: -26448224.000000 Penalty: 6119.888672
	Iteration 14F: 3 clusters Score -2.644822e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 197325 members 
Entering Unmasked Estep 
Score: -26454100.000000 Penalty: 6119.888672
	Iteration 15Q: 3 clusters Score -2.64541e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 205640 members 
Entering Unmasked Estep 
Score: -26458786.000000 Penalty: 6119.888672
	Iteration 16Q: 3 clusters Score -2.645879e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 211417 members 
Entering Unmasked Estep 
Score: -26461508.000000 Penalty: 6119.888672
	Iteration 17Q: 3 clusters Score -2.646151e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 215113 members 
Entering Unmasked Estep 
Score: -26463052.000000 Penalty: 6119.888672
	Iteration 18Q: 3 clusters Score -2.646305e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 217537 members 
Entering Unmasked Estep 
Score: -26463842.000000 Penalty: 6119.888672
	Iteration 19Q: 3 clusters Score -2.646384e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 219179 members 
Entering Unmasked Estep 
Score: -26464444.000000 Penalty: 6119.888672
	Iteration 20F: 3 clusters Score -2.646444e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 220254 members 
Entering Unmasked Estep 
Score: -26464654.000000 Penalty: 6119.888672
	Iteration 21Q: 3 clusters Score -2.646465e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 221008 members 
Entering Unmasked Estep 
Score: -26464722.000000 Penalty: 6119.888672
	Iteration 22Q: 3 clusters Score -2.646472e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 221602 members 
Entering Unmasked Estep 
Score: -26464800.000000 Penalty: 6119.888672
	Iteration 23Q: 3 clusters Score -2.64648e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 222017 members 
Entering Unmasked Estep 
Score: -26464810.000000 Penalty: 6119.888672
	Iteration 24Q: 3 clusters Score -2.646481e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 222325 members 
Entering Unmasked Estep 
Score: -26464798.000000 Penalty: 6119.888672
	Iteration 25Q: 3 clusters Score -2.64648e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 222584 members 
Entering Unmasked Estep 
Score: -26464800.000000 Penalty: 6119.888672
	Iteration 26Q: 3 clusters Score -2.64648e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 222798 members 
Entering Unmasked Estep 
Score: -26464842.000000 Penalty: 6119.888672
	Iteration 27Q: 3 clusters Score -2.646484e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 222971 members 
Entering Unmasked Estep 
Score: -26464846.000000 Penalty: 6119.888672
	Iteration 28Q: 3 clusters Score -2.646485e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 223093 members 
Entering Unmasked Estep 
Score: -26464894.000000 Penalty: 6119.888672
	Iteration 29Q: 3 clusters Score -2.646489e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 223196 members 
Entering Unmasked Estep 
Score: -26464882.000000 Penalty: 6119.888672
	Iteration 30Q: 3 clusters Score -2.646488e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 223284 members 
Entering Unmasked Estep 
Score: -26464908.000000 Penalty: 6119.888672
	Iteration 31Q: 3 clusters Score -2.646491e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 223352 members 
Entering Unmasked Estep 
Score: -26464896.000000 Penalty: 6119.888672
	Iteration 32Q: 3 clusters Score -2.64649e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 223399 members 
Entering Unmasked Estep 
Score: -26464910.000000 Penalty: 6119.888672
	Iteration 33Q: 3 clusters Score -2.646491e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 223442 members 
Entering Unmasked Estep 
Score: -26464942.000000 Penalty: 6119.888672
	Iteration 34Q: 3 clusters Score -2.646494e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 223484 members 
Entering Unmasked Estep 
Score: -26464974.000000 Penalty: 6119.888672
	Iteration 35Q: 3 clusters Score -2.646497e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 223524 members 
Entering Unmasked Estep 
Score: -26464960.000000 Penalty: 6119.888672
	Iteration 36Q: 3 clusters Score -2.646496e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 223555 members 
Entering Unmasked Estep 
Score: -26464962.000000 Penalty: 6119.888672
	Iteration 37Q: 3 clusters Score -2.646496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 223581 members 
Entering Unmasked Estep 
Score: -26464936.000000 Penalty: 6119.888672
	Iteration 38Q: 3 clusters Score -2.646494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 223604 members 
Entering Unmasked Estep 
Score: -26464948.000000 Penalty: 6119.888672
	Iteration 39Q: 3 clusters Score -2.646495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 223613 members 
Entering Unmasked Estep 
Score: -26464954.000000 Penalty: 6119.888672
	Iteration 40F: 3 clusters Score -2.646495e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 223628 members 
Entering Unmasked Estep 
Score: -26464952.000000 Penalty: 6119.888672
	Iteration 41Q: 3 clusters Score -2.646495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 223645 members 
Entering Unmasked Estep 
Score: -26464970.000000 Penalty: 6119.888672
	Iteration 42Q: 3 clusters Score -2.646497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -26464954.000000 Penalty: 6119.888672
	Iteration 43Q: 3 clusters Score -2.646495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 223673 members 
Entering Unmasked Estep 
Score: -26464950.000000 Penalty: 6119.888672
	Iteration 44Q: 3 clusters Score -2.646495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 223693 members 
Entering Unmasked Estep 
Score: -26464948.000000 Penalty: 6119.888672
	Iteration 45Q: 3 clusters Score -2.646495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 223722 members 
Entering Unmasked Estep 
Score: -26464936.000000 Penalty: 6119.888672
	Iteration 46Q: 3 clusters Score -2.646494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 223747 members 
Entering Unmasked Estep 
Score: -26464928.000000 Penalty: 6119.888672
	Iteration 47Q: 3 clusters Score -2.646493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 223766 members 
Entering Unmasked Estep 
Score: -26464960.000000 Penalty: 6119.888672
	Iteration 48Q: 3 clusters Score -2.646496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 223780 members 
Entering Unmasked Estep 
Score: -26464940.000000 Penalty: 6119.888672
	Iteration 49Q: 3 clusters Score -2.646494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 223791 members 
Entering Unmasked Estep 
Score: -26464954.000000 Penalty: 6119.888672
	Iteration 50Q: 3 clusters Score -2.646495e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 223802 members 
Entering Unmasked Estep 
Score: -26464956.000000 Penalty: 6119.888672
	Iteration 51Q: 3 clusters Score -2.646496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 223807 members 
Entering Unmasked Estep 
Score: -26464938.000000 Penalty: 6119.888672
	Iteration 52Q: 3 clusters Score -2.646494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 223814 members 
Entering Unmasked Estep 
Score: -26464944.000000 Penalty: 6119.888672
	Iteration 53Q: 3 clusters Score -2.646494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 223822 members 
Entering Unmasked Estep 
Score: -26464932.000000 Penalty: 6119.888672
	Iteration 54Q: 3 clusters Score -2.646493e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 223832 members 
Entering Unmasked Estep 
Score: -26464936.000000 Penalty: 6119.888672
	Iteration 55Q: 3 clusters Score -2.646494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 223838 members 
Entering Unmasked Estep 
Score: -26464926.000000 Penalty: 6119.888672
	Iteration 56Q: 3 clusters Score -2.646493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 223846 members 
Entering Unmasked Estep 
Score: -26464936.000000 Penalty: 6119.888672
	Iteration 57Q: 3 clusters Score -2.646494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 223854 members 
Entering Unmasked Estep 
Score: -26464950.000000 Penalty: 6119.888672
	Iteration 58Q: 3 clusters Score -2.646495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 223858 members 
Entering Unmasked Estep 
Score: -26464960.000000 Penalty: 6119.888672
	Iteration 59Q: 3 clusters Score -2.646496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 223865 members 
Entering Unmasked Estep 
Score: -26464968.000000 Penalty: 6119.888672
	Iteration 60F: 3 clusters Score -2.646497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 223870 members 
Entering Unmasked Estep 
Score: -26464960.000000 Penalty: 6119.888672
	Iteration 61Q: 3 clusters Score -2.646496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 223873 members 
Entering Unmasked Estep 
Score: -26464960.000000 Penalty: 6119.888672
	Iteration 62Q: 3 clusters Score -2.646496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 223878 members 
Entering Unmasked Estep 
Score: -26464958.000000 Penalty: 6119.888672
	Iteration 63Q: 3 clusters Score -2.646496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 223879 members 
Entering Unmasked Estep 
Score: -26464954.000000 Penalty: 6119.888672
	Iteration 64Q: 3 clusters Score -2.646495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 223881 members 
Entering Unmasked Estep 
Score: -26464940.000000 Penalty: 6119.888672
	Iteration 65Q: 3 clusters Score -2.646494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 223881 members 
Entering Unmasked Estep 
Score: -26464932.000000 Penalty: 6119.888672
	Iteration 66Q: 3 clusters Score -2.646493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 223882 members 
Entering Unmasked Estep 
Score: -26464940.000000 Penalty: 6119.888672
	Iteration 67Q: 3 clusters Score -2.646494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 223884 members 
Entering Unmasked Estep 
Score: -26464930.000000 Penalty: 6119.888672
	Iteration 68Q: 3 clusters Score -2.646493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 223885 members 
Entering Unmasked Estep 
Score: -26464938.000000 Penalty: 6119.888672
	Iteration 69Q: 3 clusters Score -2.646494e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 223886 members 
Entering Unmasked Estep 
Score: -26464934.000000 Penalty: 6119.888672
	Iteration 70Q: 3 clusters Score -2.646493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 223887 members 
Entering Unmasked Estep 
Score: -26464934.000000 Penalty: 6119.888672
	Iteration 71Q: 3 clusters Score -2.646493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 223889 members 
Entering Unmasked Estep 
Score: -26464938.000000 Penalty: 6119.888672
	Iteration 72Q: 3 clusters Score -2.646494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 223891 members 
Entering Unmasked Estep 
Score: -26464952.000000 Penalty: 6119.888672
	Iteration 73Q: 3 clusters Score -2.646495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 223895 members 
Entering Unmasked Estep 
Score: -26464956.000000 Penalty: 6119.888672
	Iteration 74Q: 3 clusters Score -2.646496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 223901 members 
Entering Unmasked Estep 
Score: -26464958.000000 Penalty: 6119.888672
	Iteration 75Q: 3 clusters Score -2.646496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 223903 members 
Entering Unmasked Estep 
Score: -26464952.000000 Penalty: 6119.888672
	Iteration 76Q: 3 clusters Score -2.646495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 223903 members 
Entering Unmasked Estep 
Score: -26464952.000000 Penalty: 6119.888672
	Iteration 77F: 3 clusters Score -2.646495e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Entering Unmasked Estep 
Score: -743589.500000 Penalty: 2168.475098
	Iteration 0F: 2 clusters Score -743589.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -738302.937500 Penalty: 4336.950195
	Iteration 0F: 3 clusters Score -738302.9 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -739727.000000 Penalty: 4336.950195
	Iteration 1F: 3 clusters Score -739727 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -739995.125000 Penalty: 4336.950195
	Iteration 2F: 3 clusters Score -739995.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -740155.625000 Penalty: 4336.950195
	Iteration 3Q: 3 clusters Score -740155.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -740279.437500 Penalty: 4336.950195
	Iteration 4Q: 3 clusters Score -740279.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -740384.625000 Penalty: 4336.950195
	Iteration 5Q: 3 clusters Score -740384.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -740468.250000 Penalty: 4336.950195
	Iteration 6Q: 3 clusters Score -740468.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -740544.375000 Penalty: 4336.950195
	Iteration 7Q: 3 clusters Score -740544.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -740616.187500 Penalty: 4336.950195
	Iteration 8Q: 3 clusters Score -740616.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -740709.437500 Penalty: 4336.950195
	Iteration 9Q: 3 clusters Score -740709.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -740798.750000 Penalty: 4336.950195
	Iteration 10Q: 3 clusters Score -740798.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -740888.187500 Penalty: 4336.950195
	Iteration 11Q: 3 clusters Score -740888.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -740976.937500 Penalty: 4336.950195
	Iteration 12Q: 3 clusters Score -740976.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -741056.000000 Penalty: 4336.950195
	Iteration 13Q: 3 clusters Score -741056 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -741126.312500 Penalty: 4336.950195
	Iteration 14Q: 3 clusters Score -741126.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -741185.687500 Penalty: 4336.950195
	Iteration 15Q: 3 clusters Score -741185.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -741222.750000 Penalty: 4336.950195
	Iteration 16Q: 3 clusters Score -741222.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -741263.875000 Penalty: 4336.950195
	Iteration 17Q: 3 clusters Score -741263.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -741304.437500 Penalty: 4336.950195
	Iteration 18Q: 3 clusters Score -741304.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -741329.375000 Penalty: 4336.950195
	Iteration 19Q: 3 clusters Score -741329.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -741354.187500 Penalty: 4336.950195
	Iteration 20F: 3 clusters Score -741354.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -741369.500000 Penalty: 4336.950195
	Iteration 21Q: 3 clusters Score -741369.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -741387.750000 Penalty: 4336.950195
	Iteration 22Q: 3 clusters Score -741387.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -741397.250000 Penalty: 4336.950195
	Iteration 23Q: 3 clusters Score -741397.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -741403.750000 Penalty: 4336.950195
	Iteration 24Q: 3 clusters Score -741403.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -741412.375000 Penalty: 4336.950195
	Iteration 25Q: 3 clusters Score -741412.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -741420.875000 Penalty: 4336.950195
	Iteration 26Q: 3 clusters Score -741420.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -741423.375000 Penalty: 4336.950195
	Iteration 27Q: 3 clusters Score -741423.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -741422.875000 Penalty: 4336.950195
	Iteration 28Q: 3 clusters Score -741422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -741427.125000 Penalty: 4336.950195
	Iteration 29Q: 3 clusters Score -741427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -741428.312500 Penalty: 4336.950195
	Iteration 30Q: 3 clusters Score -741428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -741431.687500 Penalty: 4336.950195
	Iteration 31Q: 3 clusters Score -741431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -741432.937500 Penalty: 4336.950195
	Iteration 32Q: 3 clusters Score -741432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -741432.187500 Penalty: 4336.950195
	Iteration 33Q: 3 clusters Score -741432.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -741433.500000 Penalty: 4336.950195
	Iteration 34Q: 3 clusters Score -741433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -741436.562500 Penalty: 4336.950195
	Iteration 35Q: 3 clusters Score -741436.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -741438.000000 Penalty: 4336.950195
	Iteration 36Q: 3 clusters Score -741438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -741441.687500 Penalty: 4336.950195
	Iteration 37Q: 3 clusters Score -741441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -741443.812500 Penalty: 4336.950195
	Iteration 38Q: 3 clusters Score -741443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -741446.187500 Penalty: 4336.950195
	Iteration 39Q: 3 clusters Score -741446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -741449.062500 Penalty: 4336.950195
	Iteration 40F: 3 clusters Score -741449.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -741449.000000 Penalty: 4336.950195
	Iteration 41Q: 3 clusters Score -741449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -741452.875000 Penalty: 4336.950195
	Iteration 42Q: 3 clusters Score -741452.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -741453.187500 Penalty: 4336.950195
	Iteration 43Q: 3 clusters Score -741453.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -741455.937500 Penalty: 4336.950195
	Iteration 44Q: 3 clusters Score -741455.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -741457.812500 Penalty: 4336.950195
	Iteration 45Q: 3 clusters Score -741457.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -741458.250000 Penalty: 4336.950195
	Iteration 46Q: 3 clusters Score -741458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -741460.312500 Penalty: 4336.950195
	Iteration 47Q: 3 clusters Score -741460.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -741460.812500 Penalty: 4336.950195
	Iteration 48Q: 3 clusters Score -741460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -741461.375000 Penalty: 4336.950195
	Iteration 49Q: 3 clusters Score -741461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -741461.750000 Penalty: 4336.950195
	Iteration 50Q: 3 clusters Score -741461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -741464.375000 Penalty: 4336.950195
	Iteration 51Q: 3 clusters Score -741464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -741463.500000 Penalty: 4336.950195
	Iteration 52Q: 3 clusters Score -741463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -741465.437500 Penalty: 4336.950195
	Iteration 53Q: 3 clusters Score -741465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -741465.375000 Penalty: 4336.950195
	Iteration 54Q: 3 clusters Score -741465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -741466.187500 Penalty: 4336.950195
	Iteration 55Q: 3 clusters Score -741466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -741466.625000 Penalty: 4336.950195
	Iteration 56Q: 3 clusters Score -741466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -741466.125000 Penalty: 4336.950195
	Iteration 57Q: 3 clusters Score -741466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -741467.187500 Penalty: 4336.950195
	Iteration 58Q: 3 clusters Score -741467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -741468.750000 Penalty: 4336.950195
	Iteration 59Q: 3 clusters Score -741468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -741467.875000 Penalty: 4336.950195
	Iteration 60F: 3 clusters Score -741467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -741469.562500 Penalty: 4336.950195
	Iteration 61Q: 3 clusters Score -741469.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -741472.625000 Penalty: 4336.950195
	Iteration 62Q: 3 clusters Score -741472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -741472.625000 Penalty: 4336.950195
	Iteration 63Q: 3 clusters Score -741472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -741473.687500 Penalty: 4336.950195
	Iteration 64Q: 3 clusters Score -741473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -741474.562500 Penalty: 4336.950195
	Iteration 65Q: 3 clusters Score -741474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -741475.937500 Penalty: 4336.950195
	Iteration 66Q: 3 clusters Score -741475.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -741474.687500 Penalty: 4336.950195
	Iteration 67Q: 3 clusters Score -741474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -741476.750000 Penalty: 4336.950195
	Iteration 68Q: 3 clusters Score -741476.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -741476.250000 Penalty: 4336.950195
	Iteration 69Q: 3 clusters Score -741476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -741480.062500 Penalty: 4336.950195
	Iteration 70Q: 3 clusters Score -741480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -741479.750000 Penalty: 4336.950195
	Iteration 71Q: 3 clusters Score -741479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -741481.812500 Penalty: 4336.950195
	Iteration 72Q: 3 clusters Score -741481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -741482.625000 Penalty: 4336.950195
	Iteration 73Q: 3 clusters Score -741482.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -741482.437500 Penalty: 4336.950195
	Iteration 74Q: 3 clusters Score -741482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -741485.000000 Penalty: 4336.950195
	Iteration 75Q: 3 clusters Score -741485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -741483.937500 Penalty: 4336.950195
	Iteration 76Q: 3 clusters Score -741483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -741483.937500 Penalty: 4336.950195
	Iteration 77F: 3 clusters Score -741483.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (34964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Entering Unmasked Estep 
Score: -4086937.500000 Penalty: 2594.594482
	Iteration 0F: 2 clusters Score -4086938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4063155.500000 Penalty: 5189.188965
	Iteration 0F: 3 clusters Score -4063156 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -4071860.500000 Penalty: 5189.188965
	Iteration 1F: 3 clusters Score -4071860 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4072365.250000 Penalty: 5189.188965
	Iteration 2Q: 3 clusters Score -4072365 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -4072860.500000 Penalty: 5189.188965
	Iteration 3Q: 3 clusters Score -4072860 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -4073417.250000 Penalty: 5189.188965
	Iteration 4Q: 3 clusters Score -4073417 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4074129.000000 Penalty: 5189.188965
	Iteration 5Q: 3 clusters Score -4074129 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4075062.500000 Penalty: 5189.188965
	Iteration 6F: 3 clusters Score -4075062 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4076357.250000 Penalty: 5189.188965
	Iteration 7F: 3 clusters Score -4076357 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4077883.750000 Penalty: 5189.188965
	Iteration 8F: 3 clusters Score -4077884 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -4079462.750000 Penalty: 5189.188965
	Iteration 9F: 3 clusters Score -4079463 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -4080801.750000 Penalty: 5189.188965
	Iteration 10F: 3 clusters Score -4080802 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4081904.500000 Penalty: 5189.188965
	Iteration 11Q: 3 clusters Score -4081904 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4082771.000000 Penalty: 5189.188965
	Iteration 12Q: 3 clusters Score -4082771 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4083480.000000 Penalty: 5189.188965
	Iteration 13Q: 3 clusters Score -4083480 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4084006.250000 Penalty: 5189.188965
	Iteration 14Q: 3 clusters Score -4084006 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4084382.500000 Penalty: 5189.188965
	Iteration 15Q: 3 clusters Score -4084382 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4084585.500000 Penalty: 5189.188965
	Iteration 16Q: 3 clusters Score -4084586 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4084690.250000 Penalty: 5189.188965
	Iteration 17Q: 3 clusters Score -4084690 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4084775.250000 Penalty: 5189.188965
	Iteration 18Q: 3 clusters Score -4084775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4084836.000000 Penalty: 5189.188965
	Iteration 19Q: 3 clusters Score -4084836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4084868.000000 Penalty: 5189.188965
	Iteration 20F: 3 clusters Score -4084868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4084897.750000 Penalty: 5189.188965
	Iteration 21Q: 3 clusters Score -4084898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4084910.250000 Penalty: 5189.188965
	Iteration 22Q: 3 clusters Score -4084910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4084937.000000 Penalty: 5189.188965
	Iteration 23Q: 3 clusters Score -4084937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4084940.000000 Penalty: 5189.188965
	Iteration 24Q: 3 clusters Score -4084940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4084951.250000 Penalty: 5189.188965
	Iteration 25Q: 3 clusters Score -4084951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4084964.750000 Penalty: 5189.188965
	Iteration 26Q: 3 clusters Score -4084965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4084973.250000 Penalty: 5189.188965
	Iteration 27Q: 3 clusters Score -4084973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4084975.000000 Penalty: 5189.188965
	Iteration 28Q: 3 clusters Score -4084975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4084977.000000 Penalty: 5189.188965
	Iteration 29Q: 3 clusters Score -4084977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4084979.250000 Penalty: 5189.188965
	Iteration 30Q: 3 clusters Score -4084979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4084979.250000 Penalty: 5189.188965
	Iteration 31F: 3 clusters Score -4084979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -980486.687500 Penalty: 2254.985107
	Iteration 0F: 2 clusters Score -980486.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -973586.250000 Penalty: 4509.970215
	Iteration 0F: 3 clusters Score -973586.2 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -975681.250000 Penalty: 4509.970215
	Iteration 1F: 3 clusters Score -975681.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -976016.500000 Penalty: 4509.970215
	Iteration 2F: 3 clusters Score -976016.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -976354.062500 Penalty: 4509.970215
	Iteration 3F: 3 clusters Score -976354.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -976710.375000 Penalty: 4509.970215
	Iteration 4F: 3 clusters Score -976710.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -977152.937500 Penalty: 4509.970215
	Iteration 5F: 3 clusters Score -977152.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -977716.000000 Penalty: 4509.970215
	Iteration 6F: 3 clusters Score -977716 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -978280.062500 Penalty: 4509.970215
	Iteration 7F: 3 clusters Score -978280.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -978719.500000 Penalty: 4509.970215
	Iteration 8F: 3 clusters Score -978719.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -979035.125000 Penalty: 4509.970215
	Iteration 9Q: 3 clusters Score -979035.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -979245.187500 Penalty: 4509.970215
	Iteration 10Q: 3 clusters Score -979245.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -979354.250000 Penalty: 4509.970215
	Iteration 11Q: 3 clusters Score -979354.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -979407.812500 Penalty: 4509.970215
	Iteration 12Q: 3 clusters Score -979407.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -979441.437500 Penalty: 4509.970215
	Iteration 13Q: 3 clusters Score -979441.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -979467.625000 Penalty: 4509.970215
	Iteration 14Q: 3 clusters Score -979467.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -979481.250000 Penalty: 4509.970215
	Iteration 15Q: 3 clusters Score -979481.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -979495.375000 Penalty: 4509.970215
	Iteration 16Q: 3 clusters Score -979495.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -979510.875000 Penalty: 4509.970215
	Iteration 17Q: 3 clusters Score -979510.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -979522.625000 Penalty: 4509.970215
	Iteration 18Q: 3 clusters Score -979522.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -979535.812500 Penalty: 4509.970215
	Iteration 19Q: 3 clusters Score -979535.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -979551.500000 Penalty: 4509.970215
	Iteration 20F: 3 clusters Score -979551.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -979564.187500 Penalty: 4509.970215
	Iteration 21Q: 3 clusters Score -979564.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -979576.250000 Penalty: 4509.970215
	Iteration 22Q: 3 clusters Score -979576.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -979587.000000 Penalty: 4509.970215
	Iteration 23Q: 3 clusters Score -979587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -979600.500000 Penalty: 4509.970215
	Iteration 24Q: 3 clusters Score -979600.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -979611.250000 Penalty: 4509.970215
	Iteration 25Q: 3 clusters Score -979611.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -979619.000000 Penalty: 4509.970215
	Iteration 26Q: 3 clusters Score -979619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -979629.187500 Penalty: 4509.970215
	Iteration 27Q: 3 clusters Score -979629.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -979635.250000 Penalty: 4509.970215
	Iteration 28Q: 3 clusters Score -979635.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -979641.437500 Penalty: 4509.970215
	Iteration 29Q: 3 clusters Score -979641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -979644.250000 Penalty: 4509.970215
	Iteration 30Q: 3 clusters Score -979644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -979645.750000 Penalty: 4509.970215
	Iteration 31Q: 3 clusters Score -979645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -979646.437500 Penalty: 4509.970215
	Iteration 32Q: 3 clusters Score -979646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -979648.312500 Penalty: 4509.970215
	Iteration 33Q: 3 clusters Score -979648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -979649.500000 Penalty: 4509.970215
	Iteration 34Q: 3 clusters Score -979649.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -979650.750000 Penalty: 4509.970215
	Iteration 35Q: 3 clusters Score -979650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -979653.750000 Penalty: 4509.970215
	Iteration 36Q: 3 clusters Score -979653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -979656.500000 Penalty: 4509.970215
	Iteration 37Q: 3 clusters Score -979656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -979655.500000 Penalty: 4509.970215
	Iteration 38Q: 3 clusters Score -979655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -979656.125000 Penalty: 4509.970215
	Iteration 39Q: 3 clusters Score -979656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -979657.625000 Penalty: 4509.970215
	Iteration 40F: 3 clusters Score -979657.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -979659.500000 Penalty: 4509.970215
	Iteration 41Q: 3 clusters Score -979659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -979662.375000 Penalty: 4509.970215
	Iteration 42Q: 3 clusters Score -979662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -979665.187500 Penalty: 4509.970215
	Iteration 43Q: 3 clusters Score -979665.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -979663.562500 Penalty: 4509.970215
	Iteration 44Q: 3 clusters Score -979663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -979663.812500 Penalty: 4509.970215
	Iteration 45Q: 3 clusters Score -979663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -979663.812500 Penalty: 4509.970215
	Iteration 46F: 3 clusters Score -979663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (161752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Entering Unmasked Estep 
Score: -19055230.000000 Penalty: 2974.467285
	Iteration 0F: 2 clusters Score -1.905523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 80776 members 
Entering Unmasked Estep 
Score: -18948214.000000 Penalty: 5948.934570
	Iteration 0F: 3 clusters Score -1.894821e+07 nChanged 77345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -18993328.000000 Penalty: 5948.934570
	Iteration 1F: 3 clusters Score -1.899333e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -18994696.000000 Penalty: 5948.934570
	Iteration 2Q: 3 clusters Score -1.89947e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88878 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -18996440.000000 Penalty: 5948.934570
	Iteration 3Q: 3 clusters Score -1.899644e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93530 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -18999452.000000 Penalty: 5948.934570
	Iteration 4Q: 3 clusters Score -1.899945e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100157 members 
Mstep: Class 2 contains 61595 members 
Entering Unmasked Estep 
Score: -19003944.000000 Penalty: 5948.934570
	Iteration 5F: 3 clusters Score -1.900394e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -19011016.000000 Penalty: 5948.934570
	Iteration 6F: 3 clusters Score -1.901102e+07 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119417 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -19020004.000000 Penalty: 5948.934570
	Iteration 7F: 3 clusters Score -1.902e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129897 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -19029372.000000 Penalty: 5948.934570
	Iteration 8F: 3 clusters Score -1.902937e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138995 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -19037842.000000 Penalty: 5948.934570
	Iteration 9F: 3 clusters Score -1.903784e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145853 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -19043828.000000 Penalty: 5948.934570
	Iteration 10Q: 3 clusters Score -1.904383e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150505 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -19047694.000000 Penalty: 5948.934570
	Iteration 11Q: 3 clusters Score -1.904769e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153543 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -19049984.000000 Penalty: 5948.934570
	Iteration 12Q: 3 clusters Score -1.904998e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155490 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -19051194.000000 Penalty: 5948.934570
	Iteration 13Q: 3 clusters Score -1.905119e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -19052010.000000 Penalty: 5948.934570
	Iteration 14Q: 3 clusters Score -1.905201e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157698 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -19052476.000000 Penalty: 5948.934570
	Iteration 15Q: 3 clusters Score -1.905248e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158291 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -19052698.000000 Penalty: 5948.934570
	Iteration 16Q: 3 clusters Score -1.90527e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158724 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -19052932.000000 Penalty: 5948.934570
	Iteration 17Q: 3 clusters Score -1.905293e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19053000.000000 Penalty: 5948.934570
	Iteration 18Q: 3 clusters Score -1.9053e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159246 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -19053072.000000 Penalty: 5948.934570
	Iteration 19Q: 3 clusters Score -1.905307e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159395 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -19053118.000000 Penalty: 5948.934570
	Iteration 20F: 3 clusters Score -1.905312e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -19053140.000000 Penalty: 5948.934570
	Iteration 21Q: 3 clusters Score -1.905314e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159571 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -19053150.000000 Penalty: 5948.934570
	Iteration 22Q: 3 clusters Score -1.905315e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -19053192.000000 Penalty: 5948.934570
	Iteration 23Q: 3 clusters Score -1.905319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -19053190.000000 Penalty: 5948.934570
	Iteration 24Q: 3 clusters Score -1.905319e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -19053226.000000 Penalty: 5948.934570
	Iteration 25Q: 3 clusters Score -1.905323e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -19053236.000000 Penalty: 5948.934570
	Iteration 26Q: 3 clusters Score -1.905324e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -19053236.000000 Penalty: 5948.934570
	Iteration 27Q: 3 clusters Score -1.905324e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159883 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -19053226.000000 Penalty: 5948.934570
	Iteration 28Q: 3 clusters Score -1.905323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -19053258.000000 Penalty: 5948.934570
	Iteration 29Q: 3 clusters Score -1.905326e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -19053292.000000 Penalty: 5948.934570
	Iteration 30Q: 3 clusters Score -1.905329e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160006 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -19053324.000000 Penalty: 5948.934570
	Iteration 31Q: 3 clusters Score -1.905332e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -19053350.000000 Penalty: 5948.934570
	Iteration 32Q: 3 clusters Score -1.905335e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19053352.000000 Penalty: 5948.934570
	Iteration 33Q: 3 clusters Score -1.905335e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160102 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -19053360.000000 Penalty: 5948.934570
	Iteration 34Q: 3 clusters Score -1.905336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19053360.000000 Penalty: 5948.934570
	Iteration 35Q: 3 clusters Score -1.905336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160146 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19053376.000000 Penalty: 5948.934570
	Iteration 36Q: 3 clusters Score -1.905338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -19053384.000000 Penalty: 5948.934570
	Iteration 37Q: 3 clusters Score -1.905338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160163 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -19053406.000000 Penalty: 5948.934570
	Iteration 38Q: 3 clusters Score -1.905341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -19053384.000000 Penalty: 5948.934570
	Iteration 39Q: 3 clusters Score -1.905338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -19053396.000000 Penalty: 5948.934570
	Iteration 40F: 3 clusters Score -1.90534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -19053388.000000 Penalty: 5948.934570
	Iteration 41Q: 3 clusters Score -1.905339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160183 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -19053410.000000 Penalty: 5948.934570
	Iteration 42Q: 3 clusters Score -1.905341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -19053410.000000 Penalty: 5948.934570
	Iteration 43Q: 3 clusters Score -1.905341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19053414.000000 Penalty: 5948.934570
	Iteration 44Q: 3 clusters Score -1.905341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160194 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19053412.000000 Penalty: 5948.934570
	Iteration 45Q: 3 clusters Score -1.905341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19053414.000000 Penalty: 5948.934570
	Iteration 46Q: 3 clusters Score -1.905341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160197 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19053408.000000 Penalty: 5948.934570
	Iteration 47Q: 3 clusters Score -1.905341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -19053416.000000 Penalty: 5948.934570
	Iteration 48Q: 3 clusters Score -1.905342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -19053418.000000 Penalty: 5948.934570
	Iteration 49Q: 3 clusters Score -1.905342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160215 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -19053420.000000 Penalty: 5948.934570
	Iteration 50Q: 3 clusters Score -1.905342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160227 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -19053414.000000 Penalty: 5948.934570
	Iteration 51Q: 3 clusters Score -1.905341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160234 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -19053416.000000 Penalty: 5948.934570
	Iteration 52Q: 3 clusters Score -1.905342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160240 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19053410.000000 Penalty: 5948.934570
	Iteration 53Q: 3 clusters Score -1.905341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19053420.000000 Penalty: 5948.934570
	Iteration 54Q: 3 clusters Score -1.905342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160243 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19053432.000000 Penalty: 5948.934570
	Iteration 55Q: 3 clusters Score -1.905343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19053430.000000 Penalty: 5948.934570
	Iteration 56Q: 3 clusters Score -1.905343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160242 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19053436.000000 Penalty: 5948.934570
	Iteration 57Q: 3 clusters Score -1.905344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -19053426.000000 Penalty: 5948.934570
	Iteration 58Q: 3 clusters Score -1.905343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160244 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -19053426.000000 Penalty: 5948.934570
	Iteration 59F: 3 clusters Score -1.905343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Entering Unmasked Estep 
Score: -2697237.000000 Penalty: 2495.985596
	Iteration 0F: 2 clusters Score -2697237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2680750.250000 Penalty: 4991.971191
	Iteration 0F: 3 clusters Score -2680750 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2686634.000000 Penalty: 4991.971191
	Iteration 1F: 3 clusters Score -2686634 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2687150.250000 Penalty: 4991.971191
	Iteration 2F: 3 clusters Score -2687150 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2687688.750000 Penalty: 4991.971191
	Iteration 3F: 3 clusters Score -2687689 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2688250.250000 Penalty: 4991.971191
	Iteration 4F: 3 clusters Score -2688250 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2689028.750000 Penalty: 4991.971191
	Iteration 5F: 3 clusters Score -2689029 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2689981.000000 Penalty: 4991.971191
	Iteration 6F: 3 clusters Score -2689981 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2691035.750000 Penalty: 4991.971191
	Iteration 7F: 3 clusters Score -2691036 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2692034.000000 Penalty: 4991.971191
	Iteration 8F: 3 clusters Score -2692034 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2692788.000000 Penalty: 4991.971191
	Iteration 9Q: 3 clusters Score -2692788 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2693373.000000 Penalty: 4991.971191
	Iteration 10Q: 3 clusters Score -2693373 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2693843.000000 Penalty: 4991.971191
	Iteration 11Q: 3 clusters Score -2693843 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2694210.000000 Penalty: 4991.971191
	Iteration 12Q: 3 clusters Score -2694210 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2694489.500000 Penalty: 4991.971191
	Iteration 13Q: 3 clusters Score -2694490 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2694725.750000 Penalty: 4991.971191
	Iteration 14Q: 3 clusters Score -2694726 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2694841.250000 Penalty: 4991.971191
	Iteration 15Q: 3 clusters Score -2694841 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2694940.500000 Penalty: 4991.971191
	Iteration 16Q: 3 clusters Score -2694940 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2694994.500000 Penalty: 4991.971191
	Iteration 17Q: 3 clusters Score -2694994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2695027.750000 Penalty: 4991.971191
	Iteration 18Q: 3 clusters Score -2695028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2695048.500000 Penalty: 4991.971191
	Iteration 19Q: 3 clusters Score -2695048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2695080.000000 Penalty: 4991.971191
	Iteration 20F: 3 clusters Score -2695080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2695092.000000 Penalty: 4991.971191
	Iteration 21Q: 3 clusters Score -2695092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2695105.000000 Penalty: 4991.971191
	Iteration 22Q: 3 clusters Score -2695105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2695128.750000 Penalty: 4991.971191
	Iteration 23Q: 3 clusters Score -2695129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2695144.500000 Penalty: 4991.971191
	Iteration 24Q: 3 clusters Score -2695144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2695156.750000 Penalty: 4991.971191
	Iteration 25Q: 3 clusters Score -2695157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2695165.000000 Penalty: 4991.971191
	Iteration 26Q: 3 clusters Score -2695165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2695182.750000 Penalty: 4991.971191
	Iteration 27Q: 3 clusters Score -2695183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2695190.000000 Penalty: 4991.971191
	Iteration 28Q: 3 clusters Score -2695190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2695192.250000 Penalty: 4991.971191
	Iteration 29Q: 3 clusters Score -2695192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2695203.250000 Penalty: 4991.971191
	Iteration 30Q: 3 clusters Score -2695203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2695207.000000 Penalty: 4991.971191
	Iteration 31Q: 3 clusters Score -2695207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2695211.500000 Penalty: 4991.971191
	Iteration 32Q: 3 clusters Score -2695212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2695220.500000 Penalty: 4991.971191
	Iteration 33Q: 3 clusters Score -2695220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2695224.000000 Penalty: 4991.971191
	Iteration 34Q: 3 clusters Score -2695224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2695229.000000 Penalty: 4991.971191
	Iteration 35Q: 3 clusters Score -2695229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -2695233.000000 Penalty: 4991.971191
	Iteration 36Q: 3 clusters Score -2695233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2695239.000000 Penalty: 4991.971191
	Iteration 37Q: 3 clusters Score -2695239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2695245.250000 Penalty: 4991.971191
	Iteration 38Q: 3 clusters Score -2695245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2695244.250000 Penalty: 4991.971191
	Iteration 39Q: 3 clusters Score -2695244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2695246.250000 Penalty: 4991.971191
	Iteration 40F: 3 clusters Score -2695246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2695250.250000 Penalty: 4991.971191
	Iteration 41Q: 3 clusters Score -2695250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2695250.250000 Penalty: 4991.971191
	Iteration 42Q: 3 clusters Score -2695250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2695254.000000 Penalty: 4991.971191
	Iteration 43Q: 3 clusters Score -2695254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -2695257.250000 Penalty: 4991.971191
	Iteration 44Q: 3 clusters Score -2695257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2695256.250000 Penalty: 4991.971191
	Iteration 45Q: 3 clusters Score -2695256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2695256.000000 Penalty: 4991.971191
	Iteration 46Q: 3 clusters Score -2695256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2695257.500000 Penalty: 4991.971191
	Iteration 47Q: 3 clusters Score -2695258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2695255.750000 Penalty: 4991.971191
	Iteration 48Q: 3 clusters Score -2695256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2695258.000000 Penalty: 4991.971191
	Iteration 49Q: 3 clusters Score -2695258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2695258.000000 Penalty: 4991.971191
	Iteration 50Q: 3 clusters Score -2695258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2695256.750000 Penalty: 4991.971191
	Iteration 51Q: 3 clusters Score -2695257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2695257.500000 Penalty: 4991.971191
	Iteration 52Q: 3 clusters Score -2695258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2695258.000000 Penalty: 4991.971191
	Iteration 53Q: 3 clusters Score -2695258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2695256.500000 Penalty: 4991.971191
	Iteration 54Q: 3 clusters Score -2695256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2695259.500000 Penalty: 4991.971191
	Iteration 55Q: 3 clusters Score -2695260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2695259.000000 Penalty: 4991.971191
	Iteration 56Q: 3 clusters Score -2695259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2695259.500000 Penalty: 4991.971191
	Iteration 57Q: 3 clusters Score -2695260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2695263.500000 Penalty: 4991.971191
	Iteration 58Q: 3 clusters Score -2695264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2695266.750000 Penalty: 4991.971191
	Iteration 59Q: 3 clusters Score -2695267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2695266.000000 Penalty: 4991.971191
	Iteration 60F: 3 clusters Score -2695266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2695269.250000 Penalty: 4991.971191
	Iteration 61Q: 3 clusters Score -2695269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -2695275.000000 Penalty: 4991.971191
	Iteration 62Q: 3 clusters Score -2695275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2695272.000000 Penalty: 4991.971191
	Iteration 63Q: 3 clusters Score -2695272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2695274.000000 Penalty: 4991.971191
	Iteration 64Q: 3 clusters Score -2695274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2695278.750000 Penalty: 4991.971191
	Iteration 65Q: 3 clusters Score -2695279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2695280.250000 Penalty: 4991.971191
	Iteration 66Q: 3 clusters Score -2695280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2695279.750000 Penalty: 4991.971191
	Iteration 67Q: 3 clusters Score -2695280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2695283.250000 Penalty: 4991.971191
	Iteration 68Q: 3 clusters Score -2695283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2695281.500000 Penalty: 4991.971191
	Iteration 69Q: 3 clusters Score -2695282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2695283.000000 Penalty: 4991.971191
	Iteration 70Q: 3 clusters Score -2695283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2695282.250000 Penalty: 4991.971191
	Iteration 71Q: 3 clusters Score -2695282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2695282.250000 Penalty: 4991.971191
	Iteration 72F: 3 clusters Score -2695282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Entering Unmasked Estep 
Score: -1808037.250000 Penalty: 2375.077637
	Iteration 0F: 2 clusters Score -1808037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1797607.375000 Penalty: 4750.155273
	Iteration 0F: 3 clusters Score -1797607 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1800846.875000 Penalty: 4750.155273
	Iteration 1F: 3 clusters Score -1800847 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1801154.125000 Penalty: 4750.155273
	Iteration 2F: 3 clusters Score -1801154 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1801350.750000 Penalty: 4750.155273
	Iteration 3Q: 3 clusters Score -1801351 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1801492.250000 Penalty: 4750.155273
	Iteration 4Q: 3 clusters Score -1801492 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1801615.375000 Penalty: 4750.155273
	Iteration 5Q: 3 clusters Score -1801615 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1801716.625000 Penalty: 4750.155273
	Iteration 6Q: 3 clusters Score -1801717 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1801822.125000 Penalty: 4750.155273
	Iteration 7Q: 3 clusters Score -1801822 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1801949.250000 Penalty: 4750.155273
	Iteration 8Q: 3 clusters Score -1801949 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1802108.375000 Penalty: 4750.155273
	Iteration 9Q: 3 clusters Score -1802108 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1802318.375000 Penalty: 4750.155273
	Iteration 10Q: 3 clusters Score -1802318 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1802596.375000 Penalty: 4750.155273
	Iteration 11Q: 3 clusters Score -1802596 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1802996.250000 Penalty: 4750.155273
	Iteration 12Q: 3 clusters Score -1802996 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1803482.250000 Penalty: 4750.155273
	Iteration 13Q: 3 clusters Score -1803482 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1804022.250000 Penalty: 4750.155273
	Iteration 14Q: 3 clusters Score -1804022 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1804591.875000 Penalty: 4750.155273
	Iteration 15Q: 3 clusters Score -1804592 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1805064.125000 Penalty: 4750.155273
	Iteration 16Q: 3 clusters Score -1805064 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1805366.125000 Penalty: 4750.155273
	Iteration 17Q: 3 clusters Score -1805366 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1805576.125000 Penalty: 4750.155273
	Iteration 18Q: 3 clusters Score -1805576 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1805721.250000 Penalty: 4750.155273
	Iteration 19Q: 3 clusters Score -1805721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1805787.875000 Penalty: 4750.155273
	Iteration 20F: 3 clusters Score -1805788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1805825.500000 Penalty: 4750.155273
	Iteration 21Q: 3 clusters Score -1805826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1805848.625000 Penalty: 4750.155273
	Iteration 22Q: 3 clusters Score -1805849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1805866.000000 Penalty: 4750.155273
	Iteration 23Q: 3 clusters Score -1805866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1805884.375000 Penalty: 4750.155273
	Iteration 24Q: 3 clusters Score -1805884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1805895.375000 Penalty: 4750.155273
	Iteration 25Q: 3 clusters Score -1805895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1805899.750000 Penalty: 4750.155273
	Iteration 26Q: 3 clusters Score -1805900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1805907.750000 Penalty: 4750.155273
	Iteration 27Q: 3 clusters Score -1805908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1805910.750000 Penalty: 4750.155273
	Iteration 28Q: 3 clusters Score -1805911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1805913.375000 Penalty: 4750.155273
	Iteration 29Q: 3 clusters Score -1805913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1805925.500000 Penalty: 4750.155273
	Iteration 30Q: 3 clusters Score -1805926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1805935.875000 Penalty: 4750.155273
	Iteration 31Q: 3 clusters Score -1805936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1805933.500000 Penalty: 4750.155273
	Iteration 32Q: 3 clusters Score -1805934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1805937.250000 Penalty: 4750.155273
	Iteration 33Q: 3 clusters Score -1805937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1805937.750000 Penalty: 4750.155273
	Iteration 34Q: 3 clusters Score -1805938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1805943.875000 Penalty: 4750.155273
	Iteration 35Q: 3 clusters Score -1805944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1805951.250000 Penalty: 4750.155273
	Iteration 36Q: 3 clusters Score -1805951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1805953.000000 Penalty: 4750.155273
	Iteration 37Q: 3 clusters Score -1805953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1805961.875000 Penalty: 4750.155273
	Iteration 38Q: 3 clusters Score -1805962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1805967.625000 Penalty: 4750.155273
	Iteration 39Q: 3 clusters Score -1805968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1805970.875000 Penalty: 4750.155273
	Iteration 40F: 3 clusters Score -1805971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1805975.250000 Penalty: 4750.155273
	Iteration 41Q: 3 clusters Score -1805975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1805975.250000 Penalty: 4750.155273
	Iteration 42F: 3 clusters Score -1805975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2334660.750000 Penalty: 2437.800537
	Iteration 0F: 2 clusters Score -2334661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2321457.500000 Penalty: 4875.601074
	Iteration 0F: 3 clusters Score -2321458 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2325767.250000 Penalty: 4875.601074
	Iteration 1F: 3 clusters Score -2325767 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2326076.000000 Penalty: 4875.601074
	Iteration 2Q: 3 clusters Score -2326076 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2326307.750000 Penalty: 4875.601074
	Iteration 3Q: 3 clusters Score -2326308 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2326505.750000 Penalty: 4875.601074
	Iteration 4Q: 3 clusters Score -2326506 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2326670.250000 Penalty: 4875.601074
	Iteration 5Q: 3 clusters Score -2326670 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2326820.500000 Penalty: 4875.601074
	Iteration 6Q: 3 clusters Score -2326820 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2327005.500000 Penalty: 4875.601074
	Iteration 7Q: 3 clusters Score -2327006 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2327206.500000 Penalty: 4875.601074
	Iteration 8Q: 3 clusters Score -2327206 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2327448.750000 Penalty: 4875.601074
	Iteration 9Q: 3 clusters Score -2327449 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2327776.000000 Penalty: 4875.601074
	Iteration 10Q: 3 clusters Score -2327776 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2328261.750000 Penalty: 4875.601074
	Iteration 11Q: 3 clusters Score -2328262 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2328928.750000 Penalty: 4875.601074
	Iteration 12F: 3 clusters Score -2328929 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2329773.000000 Penalty: 4875.601074
	Iteration 13F: 3 clusters Score -2329773 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2330662.750000 Penalty: 4875.601074
	Iteration 14F: 3 clusters Score -2330663 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2331358.500000 Penalty: 4875.601074
	Iteration 15Q: 3 clusters Score -2331358 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2331830.750000 Penalty: 4875.601074
	Iteration 16Q: 3 clusters Score -2331831 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2332112.250000 Penalty: 4875.601074
	Iteration 17Q: 3 clusters Score -2332112 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2332246.750000 Penalty: 4875.601074
	Iteration 18Q: 3 clusters Score -2332247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2332330.250000 Penalty: 4875.601074
	Iteration 19Q: 3 clusters Score -2332330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2332383.250000 Penalty: 4875.601074
	Iteration 20F: 3 clusters Score -2332383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2332417.250000 Penalty: 4875.601074
	Iteration 21Q: 3 clusters Score -2332417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2332440.250000 Penalty: 4875.601074
	Iteration 22Q: 3 clusters Score -2332440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2332458.000000 Penalty: 4875.601074
	Iteration 23Q: 3 clusters Score -2332458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2332467.250000 Penalty: 4875.601074
	Iteration 24Q: 3 clusters Score -2332467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2332476.250000 Penalty: 4875.601074
	Iteration 25Q: 3 clusters Score -2332476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2332485.750000 Penalty: 4875.601074
	Iteration 26Q: 3 clusters Score -2332486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2332492.000000 Penalty: 4875.601074
	Iteration 27Q: 3 clusters Score -2332492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2332495.500000 Penalty: 4875.601074
	Iteration 28Q: 3 clusters Score -2332496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2332496.750000 Penalty: 4875.601074
	Iteration 29Q: 3 clusters Score -2332497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2332501.500000 Penalty: 4875.601074
	Iteration 30Q: 3 clusters Score -2332502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2332506.000000 Penalty: 4875.601074
	Iteration 31Q: 3 clusters Score -2332506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2332517.000000 Penalty: 4875.601074
	Iteration 32Q: 3 clusters Score -2332517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2332522.000000 Penalty: 4875.601074
	Iteration 33Q: 3 clusters Score -2332522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2332530.500000 Penalty: 4875.601074
	Iteration 34Q: 3 clusters Score -2332530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2332531.750000 Penalty: 4875.601074
	Iteration 35Q: 3 clusters Score -2332532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2332532.750000 Penalty: 4875.601074
	Iteration 36Q: 3 clusters Score -2332533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2332532.750000 Penalty: 4875.601074
	Iteration 37F: 3 clusters Score -2332533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (73088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Entering Unmasked Estep 
Score: -8320787.500000 Penalty: 2777.455811
	Iteration 0F: 2 clusters Score -8320788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -8271902.500000 Penalty: 5554.911621
	Iteration 0F: 3 clusters Score -8271902 nChanged 34018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -8291867.000000 Penalty: 5554.911621
	Iteration 1F: 3 clusters Score -8291867 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -8293587.500000 Penalty: 5554.911621
	Iteration 2F: 3 clusters Score -8293588 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -8295919.500000 Penalty: 5554.911621
	Iteration 3F: 3 clusters Score -8295920 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -8298680.000000 Penalty: 5554.911621
	Iteration 4F: 3 clusters Score -8298680 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -8301608.500000 Penalty: 5554.911621
	Iteration 5F: 3 clusters Score -8301608 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -8304272.000000 Penalty: 5554.911621
	Iteration 6F: 3 clusters Score -8304272 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -8306550.000000 Penalty: 5554.911621
	Iteration 7F: 3 clusters Score -8306550 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -8308807.500000 Penalty: 5554.911621
	Iteration 8Q: 3 clusters Score -8308808 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -8310905.500000 Penalty: 5554.911621
	Iteration 9Q: 3 clusters Score -8310906 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -8312686.500000 Penalty: 5554.911621
	Iteration 10Q: 3 clusters Score -8312686 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -8314009.500000 Penalty: 5554.911621
	Iteration 11Q: 3 clusters Score -8314010 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -8314890.500000 Penalty: 5554.911621
	Iteration 12Q: 3 clusters Score -8314890 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -8315525.500000 Penalty: 5554.911621
	Iteration 13Q: 3 clusters Score -8315526 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8315905.000000 Penalty: 5554.911621
	Iteration 14Q: 3 clusters Score -8315905 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -8316133.500000 Penalty: 5554.911621
	Iteration 15Q: 3 clusters Score -8316134 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -8316284.000000 Penalty: 5554.911621
	Iteration 16Q: 3 clusters Score -8316284 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8316384.500000 Penalty: 5554.911621
	Iteration 17Q: 3 clusters Score -8316384 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -8316432.000000 Penalty: 5554.911621
	Iteration 18Q: 3 clusters Score -8316432 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -8316517.500000 Penalty: 5554.911621
	Iteration 19Q: 3 clusters Score -8316518 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -8316571.000000 Penalty: 5554.911621
	Iteration 20F: 3 clusters Score -8316571 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -8316592.500000 Penalty: 5554.911621
	Iteration 21Q: 3 clusters Score -8316592 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -8316620.500000 Penalty: 5554.911621
	Iteration 22Q: 3 clusters Score -8316620 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -8316641.000000 Penalty: 5554.911621
	Iteration 23Q: 3 clusters Score -8316641 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -8316708.500000 Penalty: 5554.911621
	Iteration 24Q: 3 clusters Score -8316708 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -8316751.500000 Penalty: 5554.911621
	Iteration 25Q: 3 clusters Score -8316752 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8316784.500000 Penalty: 5554.911621
	Iteration 26Q: 3 clusters Score -8316784 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -8316814.500000 Penalty: 5554.911621
	Iteration 27Q: 3 clusters Score -8316814 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -8316861.500000 Penalty: 5554.911621
	Iteration 28Q: 3 clusters Score -8316862 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -8316868.000000 Penalty: 5554.911621
	Iteration 29Q: 3 clusters Score -8316868 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -8316904.000000 Penalty: 5554.911621
	Iteration 30Q: 3 clusters Score -8316904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -8316900.500000 Penalty: 5554.911621
	Iteration 31Q: 3 clusters Score -8316900 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -8316907.000000 Penalty: 5554.911621
	Iteration 32Q: 3 clusters Score -8316907 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -8316930.500000 Penalty: 5554.911621
	Iteration 33Q: 3 clusters Score -8316930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -8316954.000000 Penalty: 5554.911621
	Iteration 34Q: 3 clusters Score -8316954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -8316953.500000 Penalty: 5554.911621
	Iteration 35Q: 3 clusters Score -8316954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -8316968.500000 Penalty: 5554.911621
	Iteration 36Q: 3 clusters Score -8316968 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -8317012.000000 Penalty: 5554.911621
	Iteration 37Q: 3 clusters Score -8317012 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -8317023.000000 Penalty: 5554.911621
	Iteration 38Q: 3 clusters Score -8317023 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -8317053.000000 Penalty: 5554.911621
	Iteration 39Q: 3 clusters Score -8317053 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -8317082.500000 Penalty: 5554.911621
	Iteration 40F: 3 clusters Score -8317082 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -8317099.500000 Penalty: 5554.911621
	Iteration 41Q: 3 clusters Score -8317100 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60022 members 
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Mstep: Class 1 contains 60230 members 
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Mstep: Class 1 contains 60342 members 
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Mstep: Class 1 contains 60445 members 
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Mstep: Class 1 contains 60563 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 60693 members 
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Mstep: Class 1 contains 60817 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67563 members 
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Mstep: Class 1 contains 67785 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67993 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 4909 members 
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	Iteration 134Q: 3 clusters Score -8318720 nChanged 30
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Mstep: Class 1 contains 69320 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8318715 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69351 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8318706 nChanged 29
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Mstep: Class 1 contains 69412 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8318702 nChanged 34
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Mstep: Class 1 contains 69446 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8318702 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8318707 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8318708 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8318719 nChanged 16
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Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8318724 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8318726 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8318715 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8318722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8318730 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69591 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8318735 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8318742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8318747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8318754.500000 Penalty: 5554.911621
	Iteration 151Q: 3 clusters Score -8318754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8318756.500000 Penalty: 5554.911621
	Iteration 152Q: 3 clusters Score -8318756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8318754.500000 Penalty: 5554.911621
	Iteration 153Q: 3 clusters Score -8318754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69705 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8318751.000000 Penalty: 5554.911621
	Iteration 154Q: 3 clusters Score -8318751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8318755.500000 Penalty: 5554.911621
	Iteration 155Q: 3 clusters Score -8318756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8318758.500000 Penalty: 5554.911621
	Iteration 156Q: 3 clusters Score -8318758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8318756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8318770 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69773 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8318760 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69789 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8318760 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8318766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8318767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8318770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8318773.000000 Penalty: 5554.911621
	Iteration 164Q: 3 clusters Score -8318773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8318777.000000 Penalty: 5554.911621
	Iteration 165Q: 3 clusters Score -8318777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69890 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8318778.000000 Penalty: 5554.911621
	Iteration 166Q: 3 clusters Score -8318778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69903 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8318776.000000 Penalty: 5554.911621
	Iteration 167Q: 3 clusters Score -8318776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8318784.000000 Penalty: 5554.911621
	Iteration 168Q: 3 clusters Score -8318784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69927 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8318792.500000 Penalty: 5554.911621
	Iteration 169Q: 3 clusters Score -8318792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8318787.500000 Penalty: 5554.911621
	Iteration 170Q: 3 clusters Score -8318788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8318786.500000 Penalty: 5554.911621
	Iteration 171Q: 3 clusters Score -8318786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69957 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8318792.500000 Penalty: 5554.911621
	Iteration 172Q: 3 clusters Score -8318792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8318788.000000 Penalty: 5554.911621
	Iteration 173Q: 3 clusters Score -8318788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8318788.500000 Penalty: 5554.911621
	Iteration 174Q: 3 clusters Score -8318788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8318798.500000 Penalty: 5554.911621
	Iteration 175Q: 3 clusters Score -8318798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8318790.500000 Penalty: 5554.911621
	Iteration 176Q: 3 clusters Score -8318790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8318789.500000 Penalty: 5554.911621
	Iteration 177Q: 3 clusters Score -8318790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8318788.000000 Penalty: 5554.911621
	Iteration 178Q: 3 clusters Score -8318788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8318797.000000 Penalty: 5554.911621
	Iteration 179Q: 3 clusters Score -8318797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -8318799.000000 Penalty: 5554.911621
	Iteration 180F: 3 clusters Score -8318799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8318798.000000 Penalty: 5554.911621
	Iteration 181Q: 3 clusters Score -8318798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8318800.500000 Penalty: 5554.911621
	Iteration 182Q: 3 clusters Score -8318800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70089 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8318793.500000 Penalty: 5554.911621
	Iteration 183Q: 3 clusters Score -8318794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8318796.000000 Penalty: 5554.911621
	Iteration 184Q: 3 clusters Score -8318796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8318800.000000 Penalty: 5554.911621
	Iteration 185Q: 3 clusters Score -8318800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70116 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8318804.500000 Penalty: 5554.911621
	Iteration 186Q: 3 clusters Score -8318804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70126 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8318811.500000 Penalty: 5554.911621
	Iteration 187Q: 3 clusters Score -8318812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70139 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8318820.000000 Penalty: 5554.911621
	Iteration 188Q: 3 clusters Score -8318820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8318831.500000 Penalty: 5554.911621
	Iteration 189Q: 3 clusters Score -8318832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -8318823.500000 Penalty: 5554.911621
	Iteration 190Q: 3 clusters Score -8318824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8318818.500000 Penalty: 5554.911621
	Iteration 191Q: 3 clusters Score -8318818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8318820.500000 Penalty: 5554.911621
	Iteration 192Q: 3 clusters Score -8318820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8318820.000000 Penalty: 5554.911621
	Iteration 193Q: 3 clusters Score -8318820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70183 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8318818.000000 Penalty: 5554.911621
	Iteration 194Q: 3 clusters Score -8318818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8318817.500000 Penalty: 5554.911621
	Iteration 195Q: 3 clusters Score -8318818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8318823.000000 Penalty: 5554.911621
	Iteration 196Q: 3 clusters Score -8318823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70196 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8318820.000000 Penalty: 5554.911621
	Iteration 197Q: 3 clusters Score -8318820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8318820.000000 Penalty: 5554.911621
	Iteration 198Q: 3 clusters Score -8318820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8318825.000000 Penalty: 5554.911621
	Iteration 199Q: 3 clusters Score -8318825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70222 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8318818.500000 Penalty: 5554.911621
	Iteration 200F: 3 clusters Score -8318818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -8318830.500000 Penalty: 5554.911621
	Iteration 201Q: 3 clusters Score -8318830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8318832.500000 Penalty: 5554.911621
	Iteration 202Q: 3 clusters Score -8318832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8318837.000000 Penalty: 5554.911621
	Iteration 203Q: 3 clusters Score -8318837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8318831.000000 Penalty: 5554.911621
	Iteration 204Q: 3 clusters Score -8318831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8318833.000000 Penalty: 5554.911621
	Iteration 205Q: 3 clusters Score -8318833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8318836.500000 Penalty: 5554.911621
	Iteration 206Q: 3 clusters Score -8318836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8318839.000000 Penalty: 5554.911621
	Iteration 207Q: 3 clusters Score -8318839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8318838.500000 Penalty: 5554.911621
	Iteration 208Q: 3 clusters Score -8318838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8318840.500000 Penalty: 5554.911621
	Iteration 209Q: 3 clusters Score -8318840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8318845.000000 Penalty: 5554.911621
	Iteration 210Q: 3 clusters Score -8318845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8318847.500000 Penalty: 5554.911621
	Iteration 211Q: 3 clusters Score -8318848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8318841.500000 Penalty: 5554.911621
	Iteration 212Q: 3 clusters Score -8318842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70276 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8318841.500000 Penalty: 5554.911621
	Iteration 213F: 3 clusters Score -8318842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (36706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36706 members 
Entering Unmasked Estep 
Score: -3967271.250000 Penalty: 2606.652588
	Iteration 0F: 2 clusters Score -3967271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3942436.500000 Penalty: 5213.305176
	Iteration 0F: 3 clusters Score -3942436 nChanged 16688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3951800.250000 Penalty: 5213.305176
	Iteration 1F: 3 clusters Score -3951800 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3952823.250000 Penalty: 5213.305176
	Iteration 2F: 3 clusters Score -3952823 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3954069.500000 Penalty: 5213.305176
	Iteration 3F: 3 clusters Score -3954070 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3955454.500000 Penalty: 5213.305176
	Iteration 4F: 3 clusters Score -3955454 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -3956932.250000 Penalty: 5213.305176
	Iteration 5F: 3 clusters Score -3956932 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -3958396.750000 Penalty: 5213.305176
	Iteration 6F: 3 clusters Score -3958397 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3959770.500000 Penalty: 5213.305176
	Iteration 7F: 3 clusters Score -3959770 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3960962.750000 Penalty: 5213.305176
	Iteration 8F: 3 clusters Score -3960963 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3961979.750000 Penalty: 5213.305176
	Iteration 9Q: 3 clusters Score -3961980 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3962797.000000 Penalty: 5213.305176
	Iteration 10Q: 3 clusters Score -3962797 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3963312.500000 Penalty: 5213.305176
	Iteration 11Q: 3 clusters Score -3963312 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3963679.000000 Penalty: 5213.305176
	Iteration 12Q: 3 clusters Score -3963679 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3963951.500000 Penalty: 5213.305176
	Iteration 13Q: 3 clusters Score -3963952 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3964160.000000 Penalty: 5213.305176
	Iteration 14Q: 3 clusters Score -3964160 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3964296.500000 Penalty: 5213.305176
	Iteration 15Q: 3 clusters Score -3964296 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3964432.500000 Penalty: 5213.305176
	Iteration 16Q: 3 clusters Score -3964432 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3964555.000000 Penalty: 5213.305176
	Iteration 17Q: 3 clusters Score -3964555 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3964670.500000 Penalty: 5213.305176
	Iteration 18Q: 3 clusters Score -3964670 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3964756.750000 Penalty: 5213.305176
	Iteration 19Q: 3 clusters Score -3964757 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3964831.000000 Penalty: 5213.305176
	Iteration 20F: 3 clusters Score -3964831 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3964907.000000 Penalty: 5213.305176
	Iteration 21Q: 3 clusters Score -3964907 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3965026.750000 Penalty: 5213.305176
	Iteration 22Q: 3 clusters Score -3965027 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3965124.250000 Penalty: 5213.305176
	Iteration 23Q: 3 clusters Score -3965124 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3965215.750000 Penalty: 5213.305176
	Iteration 24Q: 3 clusters Score -3965216 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3965313.000000 Penalty: 5213.305176
	Iteration 25Q: 3 clusters Score -3965313 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3965387.250000 Penalty: 5213.305176
	Iteration 26Q: 3 clusters Score -3965387 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3965462.500000 Penalty: 5213.305176
	Iteration 27Q: 3 clusters Score -3965462 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3965518.500000 Penalty: 5213.305176
	Iteration 28Q: 3 clusters Score -3965518 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3965605.750000 Penalty: 5213.305176
	Iteration 29Q: 3 clusters Score -3965606 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3965654.500000 Penalty: 5213.305176
	Iteration 30Q: 3 clusters Score -3965654 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3965727.000000 Penalty: 5213.305176
	Iteration 31Q: 3 clusters Score -3965727 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -3965809.750000 Penalty: 5213.305176
	Iteration 32Q: 3 clusters Score -3965810 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3965850.750000 Penalty: 5213.305176
	Iteration 33Q: 3 clusters Score -3965851 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3965904.250000 Penalty: 5213.305176
	Iteration 34Q: 3 clusters Score -3965904 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3965951.250000 Penalty: 5213.305176
	Iteration 35Q: 3 clusters Score -3965951 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3965999.250000 Penalty: 5213.305176
	Iteration 36Q: 3 clusters Score -3965999 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3966050.500000 Penalty: 5213.305176
	Iteration 37Q: 3 clusters Score -3966050 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -3966094.750000 Penalty: 5213.305176
	Iteration 38Q: 3 clusters Score -3966095 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3966159.250000 Penalty: 5213.305176
	Iteration 39Q: 3 clusters Score -3966159 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3966189.250000 Penalty: 5213.305176
	Iteration 40F: 3 clusters Score -3966189 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3966218.000000 Penalty: 5213.305176
	Iteration 41Q: 3 clusters Score -3966218 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3966242.750000 Penalty: 5213.305176
	Iteration 42Q: 3 clusters Score -3966243 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3966278.500000 Penalty: 5213.305176
	Iteration 43Q: 3 clusters Score -3966278 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3966317.250000 Penalty: 5213.305176
	Iteration 44Q: 3 clusters Score -3966317 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -3966339.750000 Penalty: 5213.305176
	Iteration 45Q: 3 clusters Score -3966340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3966346.500000 Penalty: 5213.305176
	Iteration 46Q: 3 clusters Score -3966346 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -3966370.000000 Penalty: 5213.305176
	Iteration 47Q: 3 clusters Score -3966370 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -3966386.000000 Penalty: 5213.305176
	Iteration 48Q: 3 clusters Score -3966386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -3966406.750000 Penalty: 5213.305176
	Iteration 49Q: 3 clusters Score -3966407 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3966426.000000 Penalty: 5213.305176
	Iteration 50Q: 3 clusters Score -3966426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3966445.250000 Penalty: 5213.305176
	Iteration 51Q: 3 clusters Score -3966445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3966469.250000 Penalty: 5213.305176
	Iteration 52Q: 3 clusters Score -3966469 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -3966485.000000 Penalty: 5213.305176
	Iteration 53Q: 3 clusters Score -3966485 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3966505.000000 Penalty: 5213.305176
	Iteration 54Q: 3 clusters Score -3966505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3966520.500000 Penalty: 5213.305176
	Iteration 55Q: 3 clusters Score -3966520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -3966538.250000 Penalty: 5213.305176
	Iteration 56Q: 3 clusters Score -3966538 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3966567.000000 Penalty: 5213.305176
	Iteration 57Q: 3 clusters Score -3966567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -3966576.750000 Penalty: 5213.305176
	Iteration 58Q: 3 clusters Score -3966577 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -3966585.250000 Penalty: 5213.305176
	Iteration 59Q: 3 clusters Score -3966585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3966603.250000 Penalty: 5213.305176
	Iteration 60F: 3 clusters Score -3966603 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -3966608.500000 Penalty: 5213.305176
	Iteration 61Q: 3 clusters Score -3966608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3966604.500000 Penalty: 5213.305176
	Iteration 62Q: 3 clusters Score -3966604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -3966612.000000 Penalty: 5213.305176
	Iteration 63Q: 3 clusters Score -3966612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3966633.250000 Penalty: 5213.305176
	Iteration 64Q: 3 clusters Score -3966633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3966629.750000 Penalty: 5213.305176
	Iteration 65Q: 3 clusters Score -3966630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -3966636.250000 Penalty: 5213.305176
	Iteration 66Q: 3 clusters Score -3966636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3966649.500000 Penalty: 5213.305176
	Iteration 67Q: 3 clusters Score -3966650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -3966655.500000 Penalty: 5213.305176
	Iteration 68Q: 3 clusters Score -3966656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -3966656.000000 Penalty: 5213.305176
	Iteration 69Q: 3 clusters Score -3966656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3966658.250000 Penalty: 5213.305176
	Iteration 70Q: 3 clusters Score -3966658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3966667.000000 Penalty: 5213.305176
	Iteration 71Q: 3 clusters Score -3966667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -3966665.750000 Penalty: 5213.305176
	Iteration 72Q: 3 clusters Score -3966666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -3966667.250000 Penalty: 5213.305176
	Iteration 73Q: 3 clusters Score -3966667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -3966674.250000 Penalty: 5213.305176
	Iteration 74Q: 3 clusters Score -3966674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3966675.250000 Penalty: 5213.305176
	Iteration 75Q: 3 clusters Score -3966675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -3966676.250000 Penalty: 5213.305176
	Iteration 76Q: 3 clusters Score -3966676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3966675.250000 Penalty: 5213.305176
	Iteration 77Q: 3 clusters Score -3966675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3966690.250000 Penalty: 5213.305176
	Iteration 78Q: 3 clusters Score -3966690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3966690.000000 Penalty: 5213.305176
	Iteration 79Q: 3 clusters Score -3966690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3966701.250000 Penalty: 5213.305176
	Iteration 80F: 3 clusters Score -3966701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -3966701.000000 Penalty: 5213.305176
	Iteration 81Q: 3 clusters Score -3966701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -3966703.750000 Penalty: 5213.305176
	Iteration 82Q: 3 clusters Score -3966704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -3966718.000000 Penalty: 5213.305176
	Iteration 83Q: 3 clusters Score -3966718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3966723.250000 Penalty: 5213.305176
	Iteration 84Q: 3 clusters Score -3966723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3966725.000000 Penalty: 5213.305176
	Iteration 85Q: 3 clusters Score -3966725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -3966730.000000 Penalty: 5213.305176
	Iteration 86Q: 3 clusters Score -3966730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -3966732.000000 Penalty: 5213.305176
	Iteration 87Q: 3 clusters Score -3966732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -3966745.500000 Penalty: 5213.305176
	Iteration 88Q: 3 clusters Score -3966746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3966751.250000 Penalty: 5213.305176
	Iteration 89Q: 3 clusters Score -3966751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -3966763.750000 Penalty: 5213.305176
	Iteration 90Q: 3 clusters Score -3966764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -3966771.750000 Penalty: 5213.305176
	Iteration 91Q: 3 clusters Score -3966772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3966771.000000 Penalty: 5213.305176
	Iteration 92Q: 3 clusters Score -3966771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -3966772.500000 Penalty: 5213.305176
	Iteration 93Q: 3 clusters Score -3966772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -3966774.750000 Penalty: 5213.305176
	Iteration 94Q: 3 clusters Score -3966775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3966772.000000 Penalty: 5213.305176
	Iteration 95Q: 3 clusters Score -3966772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -3966773.250000 Penalty: 5213.305176
	Iteration 96Q: 3 clusters Score -3966773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3966769.250000 Penalty: 5213.305176
	Iteration 97Q: 3 clusters Score -3966769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -3966770.250000 Penalty: 5213.305176
	Iteration 98Q: 3 clusters Score -3966770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3966773.000000 Penalty: 5213.305176
	Iteration 99Q: 3 clusters Score -3966773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3966773.000000 Penalty: 5213.305176
	Iteration 100F: 3 clusters Score -3966773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Entering Unmasked Estep 
Score: -470268.125000 Penalty: 2087.508545
	Iteration 0F: 2 clusters Score -470268.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -466038.531250 Penalty: 4175.017090
	Iteration 0F: 3 clusters Score -466038.5 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -467246.687500 Penalty: 4175.017090
	Iteration 1F: 3 clusters Score -467246.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -467656.156250 Penalty: 4175.017090
	Iteration 2F: 3 clusters Score -467656.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -468090.843750 Penalty: 4175.017090
	Iteration 3F: 3 clusters Score -468090.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -468490.406250 Penalty: 4175.017090
	Iteration 4F: 3 clusters Score -468490.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -468809.843750 Penalty: 4175.017090
	Iteration 5F: 3 clusters Score -468809.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -469110.125000 Penalty: 4175.017090
	Iteration 6F: 3 clusters Score -469110.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -469350.281250 Penalty: 4175.017090
	Iteration 7Q: 3 clusters Score -469350.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -469523.406250 Penalty: 4175.017090
	Iteration 8Q: 3 clusters Score -469523.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -469637.562500 Penalty: 4175.017090
	Iteration 9Q: 3 clusters Score -469637.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -469723.968750 Penalty: 4175.017090
	Iteration 10Q: 3 clusters Score -469724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -469788.781250 Penalty: 4175.017090
	Iteration 11Q: 3 clusters Score -469788.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -469844.625000 Penalty: 4175.017090
	Iteration 12Q: 3 clusters Score -469844.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -469882.656250 Penalty: 4175.017090
	Iteration 13Q: 3 clusters Score -469882.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -469914.968750 Penalty: 4175.017090
	Iteration 14Q: 3 clusters Score -469915 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -469945.125000 Penalty: 4175.017090
	Iteration 15Q: 3 clusters Score -469945.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -469962.437500 Penalty: 4175.017090
	Iteration 16Q: 3 clusters Score -469962.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -469979.656250 Penalty: 4175.017090
	Iteration 17Q: 3 clusters Score -469979.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -469999.031250 Penalty: 4175.017090
	Iteration 18Q: 3 clusters Score -469999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -470027.218750 Penalty: 4175.017090
	Iteration 19Q: 3 clusters Score -470027.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -470055.718750 Penalty: 4175.017090
	Iteration 20F: 3 clusters Score -470055.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -470079.812500 Penalty: 4175.017090
	Iteration 21Q: 3 clusters Score -470079.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -470104.718750 Penalty: 4175.017090
	Iteration 22Q: 3 clusters Score -470104.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -470129.250000 Penalty: 4175.017090
	Iteration 23Q: 3 clusters Score -470129.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -470146.843750 Penalty: 4175.017090
	Iteration 24Q: 3 clusters Score -470146.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -470167.750000 Penalty: 4175.017090
	Iteration 25Q: 3 clusters Score -470167.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -470188.656250 Penalty: 4175.017090
	Iteration 26Q: 3 clusters Score -470188.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -470223.843750 Penalty: 4175.017090
	Iteration 27Q: 3 clusters Score -470223.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -470262.875000 Penalty: 4175.017090
	Iteration 28Q: 3 clusters Score -470262.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -470313.156250 Penalty: 4175.017090
	Iteration 29Q: 3 clusters Score -470313.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -470353.250000 Penalty: 4175.017090
	Iteration 30Q: 3 clusters Score -470353.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -470376.031250 Penalty: 4175.017090
	Iteration 31Q: 3 clusters Score -470376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -470394.968750 Penalty: 4175.017090
	Iteration 32Q: 3 clusters Score -470395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -470408.906250 Penalty: 4175.017090
	Iteration 33Q: 3 clusters Score -470408.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -470421.343750 Penalty: 4175.017090
	Iteration 34Q: 3 clusters Score -470421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -470424.968750 Penalty: 4175.017090
	Iteration 35Q: 3 clusters Score -470425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -470429.312500 Penalty: 4175.017090
	Iteration 36Q: 3 clusters Score -470429.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -470431.812500 Penalty: 4175.017090
	Iteration 37Q: 3 clusters Score -470431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -470434.781250 Penalty: 4175.017090
	Iteration 38Q: 3 clusters Score -470434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -470436.625000 Penalty: 4175.017090
	Iteration 39Q: 3 clusters Score -470436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -470438.406250 Penalty: 4175.017090
	Iteration 40F: 3 clusters Score -470438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -470438.906250 Penalty: 4175.017090
	Iteration 41Q: 3 clusters Score -470438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -470438.906250 Penalty: 4175.017090
	Iteration 42F: 3 clusters Score -470438.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 235914 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 3549 members 
Mstep: Class 36 contains 49653 members 
Mstep: Class 37 contains 182081 members 
Mstep: Class 38 contains 12785 members 
Mstep: Class 39 contains 827 members 
Mstep: Class 40 contains 4395 members 
Mstep: Class 41 contains 976 members 
Entering Unmasked Estep 
Score: -225866656.000000 Penalty: 147590.875000
Splitting cluster 35 changes total score from -225861168.000000 to -225866656.000000
So it's getting split into cluster 41.
Entering Unmasked Mstep 
Mstep: Class 0 contains 558 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 13089 members 
Mstep: Class 6 contains 12201 members 
Mstep: Class 7 contains 126511 members 
Mstep: Class 8 contains 60051 members 
Mstep: Class 9 contains 58688 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 10036 members 
Mstep: Class 14 contains 20575 members 
Mstep: Class 15 contains 7276 members 
Mstep: Class 16 contains 235914 members 
Mstep: Class 17 contains 270785 members 
Mstep: Class 18 contains 191012 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 41359 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 1750 members 
Mstep: Class 24 contains 12657 members 
Mstep: Class 25 contains 228316 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 34964 members 
Mstep: Class 28 contains 8890 members 
Mstep: Class 29 contains 161752 members 
Mstep: Class 30 contains 23493 members 
Mstep: Class 31 contains 14428 members 
Mstep: Class 32 contains 18580 members 
Mstep: Class 33 contains 73088 members 
Mstep: Class 34 contains 36706 members 
Mstep: Class 35 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225872912.000000 Penalty: 147590.875000
Iteration 79Q: 42 clusters Score -2.258729e+08 nChanged 17497
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 5664 members 
Mstep: Class 4 contains 13444 members 
Mstep: Class 5 contains 13163 members 
Mstep: Class 6 contains 12216 members 
Mstep: Class 7 contains 126522 members 
Mstep: Class 8 contains 60081 members 
Mstep: Class 9 contains 58840 members 
Mstep: Class 10 contains 7825 members 
Mstep: Class 11 contains 5823 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 10643 members 
Mstep: Class 14 contains 20366 members 
Mstep: Class 15 contains 7289 members 
Mstep: Class 16 contains 235823 members 
Mstep: Class 17 contains 271017 members 
Mstep: Class 18 contains 191378 members 
Mstep: Class 19 contains 9197 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 41521 members 
Mstep: Class 22 contains 11777 members 
Mstep: Class 23 contains 2297 members 
Mstep: Class 24 contains 12800 members 
Mstep: Class 25 contains 229034 members 
Mstep: Class 26 contains 6306 members 
Mstep: Class 27 contains 35047 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 161252 members 
Mstep: Class 30 contains 23609 members 
Mstep: Class 31 contains 14135 members 
Mstep: Class 32 contains 18584 members 
Mstep: Class 33 contains 73112 members 
Mstep: Class 34 contains 37468 members 
Mstep: Class 35 contains 3939 members 
Mstep: Class 36 contains 47210 members 
Mstep: Class 37 contains 180099 members 
Mstep: Class 38 contains 12470 members 
Mstep: Class 39 contains 827 members 
Mstep: Class 40 contains 4219 members 
Mstep: Class 41 contains 956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225909408.000000 Penalty: 147590.875000
Iteration 80F: 42 clusters Score -2.259094e+08 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 13308 members 
Mstep: Class 5 contains 13212 members 
Mstep: Class 6 contains 12141 members 
Mstep: Class 7 contains 125594 members 
Mstep: Class 8 contains 60039 members 
Mstep: Class 9 contains 58829 members 
Mstep: Class 10 contains 7674 members 
Mstep: Class 11 contains 5835 members 
Mstep: Class 12 contains 11497 members 
Mstep: Class 13 contains 11223 members 
Mstep: Class 14 contains 20177 members 
Mstep: Class 15 contains 7254 members 
Mstep: Class 16 contains 235511 members 
Mstep: Class 17 contains 270930 members 
Mstep: Class 18 contains 191435 members 
Mstep: Class 19 contains 9148 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 41463 members 
Mstep: Class 22 contains 11754 members 
Mstep: Class 23 contains 2680 members 
Mstep: Class 24 contains 12850 members 
Mstep: Class 25 contains 228555 members 
Mstep: Class 26 contains 6311 members 
Mstep: Class 27 contains 35109 members 
Mstep: Class 28 contains 8898 members 
Mstep: Class 29 contains 160129 members 
Mstep: Class 30 contains 23460 members 
Mstep: Class 31 contains 13847 members 
Mstep: Class 32 contains 18634 members 
Mstep: Class 33 contains 72924 members 
Mstep: Class 34 contains 37081 members 
Mstep: Class 35 contains 4221 members 
Mstep: Class 36 contains 46611 members 
Mstep: Class 37 contains 181515 members 
Mstep: Class 38 contains 13501 members 
Mstep: Class 39 contains 827 members 
Mstep: Class 40 contains 4516 members 
Mstep: Class 41 contains 1070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931232.000000 Penalty: 147590.875000
Iteration 81Q: 42 clusters Score -2.259312e+08 nChanged 11836
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 13190 members 
Mstep: Class 5 contains 13274 members 
Mstep: Class 6 contains 12058 members 
Mstep: Class 7 contains 124867 members 
Mstep: Class 8 contains 60008 members 
Mstep: Class 9 contains 58875 members 
Mstep: Class 10 contains 7519 members 
Mstep: Class 11 contains 5858 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 11909 members 
Mstep: Class 14 contains 20019 members 
Mstep: Class 15 contains 7255 members 
Mstep: Class 16 contains 235690 members 
Mstep: Class 17 contains 270879 members 
Mstep: Class 18 contains 191524 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 393 members 
Mstep: Class 21 contains 41447 members 
Mstep: Class 22 contains 11759 members 
Mstep: Class 23 contains 2992 members 
Mstep: Class 24 contains 12902 members 
Mstep: Class 25 contains 228071 members 
Mstep: Class 26 contains 6329 members 
Mstep: Class 27 contains 35148 members 
Mstep: Class 28 contains 8899 members 
Mstep: Class 29 contains 159101 members 
Mstep: Class 30 contains 23339 members 
Mstep: Class 31 contains 13561 members 
Mstep: Class 32 contains 18687 members 
Mstep: Class 33 contains 72796 members 
Mstep: Class 34 contains 36753 members 
Mstep: Class 35 contains 4439 members 
Mstep: Class 36 contains 46047 members 
Mstep: Class 37 contains 182340 members 
Mstep: Class 38 contains 14374 members 
Mstep: Class 39 contains 833 members 
Mstep: Class 40 contains 4710 members 
Mstep: Class 41 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225933200.000000 Penalty: 147590.875000
Iteration 82Q: 42 clusters Score -2.259332e+08 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 7789 members 
Mstep: Class 4 contains 13114 members 
Mstep: Class 5 contains 13321 members 
Mstep: Class 6 contains 11996 members 
Mstep: Class 7 contains 124258 members 
Mstep: Class 8 contains 59971 members 
Mstep: Class 9 contains 58943 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 5898 members 
Mstep: Class 12 contains 11544 members 
Mstep: Class 13 contains 12585 members 
Mstep: Class 14 contains 19876 members 
Mstep: Class 15 contains 7258 members 
Mstep: Class 16 contains 236178 members 
Mstep: Class 17 contains 270822 members 
Mstep: Class 18 contains 191605 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41422 members 
Mstep: Class 22 contains 11773 members 
Mstep: Class 23 contains 3243 members 
Mstep: Class 24 contains 12938 members 
Mstep: Class 25 contains 227588 members 
Mstep: Class 26 contains 6348 members 
Mstep: Class 27 contains 35185 members 
Mstep: Class 28 contains 8902 members 
Mstep: Class 29 contains 158155 members 
Mstep: Class 30 contains 23271 members 
Mstep: Class 31 contains 13274 members 
Mstep: Class 32 contains 18752 members 
Mstep: Class 33 contains 72667 members 
Mstep: Class 34 contains 36533 members 
Mstep: Class 35 contains 4615 members 
Mstep: Class 36 contains 45564 members 
Mstep: Class 37 contains 182840 members 
Mstep: Class 38 contains 15119 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 4870 members 
Mstep: Class 41 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225934528.000000 Penalty: 147590.875000
Iteration 83Q: 42 clusters Score -2.259345e+08 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 13067 members 
Mstep: Class 5 contains 13372 members 
Mstep: Class 6 contains 11930 members 
Mstep: Class 7 contains 123741 members 
Mstep: Class 8 contains 59955 members 
Mstep: Class 9 contains 59001 members 
Mstep: Class 10 contains 7233 members 
Mstep: Class 11 contains 5944 members 
Mstep: Class 12 contains 11573 members 
Mstep: Class 13 contains 13241 members 
Mstep: Class 14 contains 19761 members 
Mstep: Class 15 contains 7260 members 
Mstep: Class 16 contains 236636 members 
Mstep: Class 17 contains 270724 members 
Mstep: Class 18 contains 191701 members 
Mstep: Class 19 contains 9099 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41410 members 
Mstep: Class 22 contains 11781 members 
Mstep: Class 23 contains 3477 members 
Mstep: Class 24 contains 12971 members 
Mstep: Class 25 contains 227159 members 
Mstep: Class 26 contains 6366 members 
Mstep: Class 27 contains 35226 members 
Mstep: Class 28 contains 8909 members 
Mstep: Class 29 contains 157272 members 
Mstep: Class 30 contains 23231 members 
Mstep: Class 31 contains 12995 members 
Mstep: Class 32 contains 18823 members 
Mstep: Class 33 contains 72550 members 
Mstep: Class 34 contains 36384 members 
Mstep: Class 35 contains 4727 members 
Mstep: Class 36 contains 45151 members 
Mstep: Class 37 contains 183107 members 
Mstep: Class 38 contains 15890 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 4964 members 
Mstep: Class 41 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225935120.000000 Penalty: 147590.875000
Iteration 84Q: 42 clusters Score -2.259351e+08 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 13008 members 
Mstep: Class 5 contains 13410 members 
Mstep: Class 6 contains 11868 members 
Mstep: Class 7 contains 123354 members 
Mstep: Class 8 contains 59940 members 
Mstep: Class 9 contains 59055 members 
Mstep: Class 10 contains 7126 members 
Mstep: Class 11 contains 5986 members 
Mstep: Class 12 contains 11587 members 
Mstep: Class 13 contains 13900 members 
Mstep: Class 14 contains 19623 members 
Mstep: Class 15 contains 7264 members 
Mstep: Class 16 contains 237100 members 
Mstep: Class 17 contains 270635 members 
Mstep: Class 18 contains 191779 members 
Mstep: Class 19 contains 9086 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41404 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 3679 members 
Mstep: Class 24 contains 13003 members 
Mstep: Class 25 contains 226809 members 
Mstep: Class 26 contains 6378 members 
Mstep: Class 27 contains 35261 members 
Mstep: Class 28 contains 8908 members 
Mstep: Class 29 contains 156468 members 
Mstep: Class 30 contains 23189 members 
Mstep: Class 31 contains 12752 members 
Mstep: Class 32 contains 18908 members 
Mstep: Class 33 contains 72433 members 
Mstep: Class 34 contains 36265 members 
Mstep: Class 35 contains 4826 members 
Mstep: Class 36 contains 44782 members 
Mstep: Class 37 contains 183187 members 
Mstep: Class 38 contains 16635 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5040 members 
Mstep: Class 41 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225935136.000000 Penalty: 147590.875000
Iteration 85Q: 42 clusters Score -2.259351e+08 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 4 contains 12953 members 
Mstep: Class 5 contains 13448 members 
Mstep: Class 6 contains 11809 members 
Mstep: Class 7 contains 123032 members 
Mstep: Class 8 contains 59936 members 
Mstep: Class 9 contains 59123 members 
Mstep: Class 10 contains 7054 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 11606 members 
Mstep: Class 13 contains 14542 members 
Mstep: Class 14 contains 19529 members 
Mstep: Class 15 contains 7270 members 
Mstep: Class 16 contains 237518 members 
Mstep: Class 17 contains 270500 members 
Mstep: Class 18 contains 191823 members 
Mstep: Class 19 contains 9067 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41397 members 
Mstep: Class 22 contains 11810 members 
Mstep: Class 23 contains 3861 members 
Mstep: Class 24 contains 13025 members 
Mstep: Class 25 contains 226499 members 
Mstep: Class 26 contains 6393 members 
Mstep: Class 27 contains 35303 members 
Mstep: Class 28 contains 8914 members 
Mstep: Class 29 contains 155726 members 
Mstep: Class 30 contains 23136 members 
Mstep: Class 31 contains 12534 members 
Mstep: Class 32 contains 19003 members 
Mstep: Class 33 contains 72357 members 
Mstep: Class 34 contains 36135 members 
Mstep: Class 35 contains 4897 members 
Mstep: Class 36 contains 44512 members 
Mstep: Class 37 contains 183149 members 
Mstep: Class 38 contains 17344 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5092 members 
Mstep: Class 41 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225935408.000000 Penalty: 147590.875000
Iteration 86Q: 42 clusters Score -2.259354e+08 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 8720 members 
Mstep: Class 4 contains 12926 members 
Mstep: Class 5 contains 13478 members 
Mstep: Class 6 contains 11761 members 
Mstep: Class 7 contains 122705 members 
Mstep: Class 8 contains 59944 members 
Mstep: Class 9 contains 59181 members 
Mstep: Class 10 contains 6977 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 15161 members 
Mstep: Class 14 contains 19411 members 
Mstep: Class 15 contains 7278 members 
Mstep: Class 16 contains 237803 members 
Mstep: Class 17 contains 270429 members 
Mstep: Class 18 contains 191904 members 
Mstep: Class 19 contains 9050 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41397 members 
Mstep: Class 22 contains 11809 members 
Mstep: Class 23 contains 3994 members 
Mstep: Class 24 contains 13048 members 
Mstep: Class 25 contains 226224 members 
Mstep: Class 26 contains 6414 members 
Mstep: Class 27 contains 35344 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 155110 members 
Mstep: Class 30 contains 23111 members 
Mstep: Class 31 contains 12350 members 
Mstep: Class 32 contains 19059 members 
Mstep: Class 33 contains 72294 members 
Mstep: Class 34 contains 36017 members 
Mstep: Class 35 contains 4980 members 
Mstep: Class 36 contains 44260 members 
Mstep: Class 37 contains 183035 members 
Mstep: Class 38 contains 18048 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5140 members 
Mstep: Class 41 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225935632.000000 Penalty: 147590.875000
Iteration 87Q: 42 clusters Score -2.259356e+08 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 8871 members 
Mstep: Class 4 contains 12891 members 
Mstep: Class 5 contains 13495 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 122441 members 
Mstep: Class 8 contains 59947 members 
Mstep: Class 9 contains 59237 members 
Mstep: Class 10 contains 6869 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 15739 members 
Mstep: Class 14 contains 19319 members 
Mstep: Class 15 contains 7284 members 
Mstep: Class 16 contains 238014 members 
Mstep: Class 17 contains 270319 members 
Mstep: Class 18 contains 191985 members 
Mstep: Class 19 contains 9043 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41395 members 
Mstep: Class 22 contains 11818 members 
Mstep: Class 23 contains 4114 members 
Mstep: Class 24 contains 13068 members 
Mstep: Class 25 contains 226019 members 
Mstep: Class 26 contains 6439 members 
Mstep: Class 27 contains 35389 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 154504 members 
Mstep: Class 30 contains 23106 members 
Mstep: Class 31 contains 12178 members 
Mstep: Class 32 contains 19120 members 
Mstep: Class 33 contains 72233 members 
Mstep: Class 34 contains 35881 members 
Mstep: Class 35 contains 5051 members 
Mstep: Class 36 contains 44043 members 
Mstep: Class 37 contains 182902 members 
Mstep: Class 38 contains 18765 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5177 members 
Mstep: Class 41 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225936048.000000 Penalty: 147590.875000
Iteration 88Q: 42 clusters Score -2.25936e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 12855 members 
Mstep: Class 5 contains 13515 members 
Mstep: Class 6 contains 11679 members 
Mstep: Class 7 contains 122242 members 
Mstep: Class 8 contains 59938 members 
Mstep: Class 9 contains 59294 members 
Mstep: Class 10 contains 6781 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 11638 members 
Mstep: Class 13 contains 16315 members 
Mstep: Class 14 contains 19246 members 
Mstep: Class 15 contains 7284 members 
Mstep: Class 16 contains 238289 members 
Mstep: Class 17 contains 270228 members 
Mstep: Class 18 contains 192048 members 
Mstep: Class 19 contains 9038 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41388 members 
Mstep: Class 22 contains 11819 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 13083 members 
Mstep: Class 25 contains 225845 members 
Mstep: Class 26 contains 6455 members 
Mstep: Class 27 contains 35425 members 
Mstep: Class 28 contains 8923 members 
Mstep: Class 29 contains 153952 members 
Mstep: Class 30 contains 23102 members 
Mstep: Class 31 contains 11984 members 
Mstep: Class 32 contains 19172 members 
Mstep: Class 33 contains 72180 members 
Mstep: Class 34 contains 35742 members 
Mstep: Class 35 contains 5096 members 
Mstep: Class 36 contains 43788 members 
Mstep: Class 37 contains 182731 members 
Mstep: Class 38 contains 19426 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5214 members 
Mstep: Class 41 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225936736.000000 Penalty: 147590.875000
Iteration 89Q: 42 clusters Score -2.259367e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 12814 members 
Mstep: Class 5 contains 13545 members 
Mstep: Class 6 contains 11639 members 
Mstep: Class 7 contains 122063 members 
Mstep: Class 8 contains 59946 members 
Mstep: Class 9 contains 59342 members 
Mstep: Class 10 contains 6718 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 11649 members 
Mstep: Class 13 contains 16871 members 
Mstep: Class 14 contains 19155 members 
Mstep: Class 15 contains 7283 members 
Mstep: Class 16 contains 238606 members 
Mstep: Class 17 contains 270145 members 
Mstep: Class 18 contains 192100 members 
Mstep: Class 19 contains 9041 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41384 members 
Mstep: Class 22 contains 11808 members 
Mstep: Class 23 contains 4300 members 
Mstep: Class 24 contains 13105 members 
Mstep: Class 25 contains 225660 members 
Mstep: Class 26 contains 6470 members 
Mstep: Class 27 contains 35448 members 
Mstep: Class 28 contains 8928 members 
Mstep: Class 29 contains 153378 members 
Mstep: Class 30 contains 23094 members 
Mstep: Class 31 contains 11810 members 
Mstep: Class 32 contains 19226 members 
Mstep: Class 33 contains 72126 members 
Mstep: Class 34 contains 35612 members 
Mstep: Class 35 contains 5149 members 
Mstep: Class 36 contains 43589 members 
Mstep: Class 37 contains 182558 members 
Mstep: Class 38 contains 20046 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5251 members 
Mstep: Class 41 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225936832.000000 Penalty: 147590.875000
Iteration 90Q: 42 clusters Score -2.259368e+08 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 9201 members 
Mstep: Class 4 contains 12781 members 
Mstep: Class 5 contains 13561 members 
Mstep: Class 6 contains 11615 members 
Mstep: Class 7 contains 121898 members 
Mstep: Class 8 contains 59961 members 
Mstep: Class 9 contains 59388 members 
Mstep: Class 10 contains 6648 members 
Mstep: Class 11 contains 6153 members 
Mstep: Class 12 contains 11659 members 
Mstep: Class 13 contains 17430 members 
Mstep: Class 14 contains 19082 members 
Mstep: Class 15 contains 7295 members 
Mstep: Class 16 contains 238863 members 
Mstep: Class 17 contains 270083 members 
Mstep: Class 18 contains 192145 members 
Mstep: Class 19 contains 9044 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41381 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 4387 members 
Mstep: Class 24 contains 13126 members 
Mstep: Class 25 contains 225482 members 
Mstep: Class 26 contains 6475 members 
Mstep: Class 27 contains 35468 members 
Mstep: Class 28 contains 8931 members 
Mstep: Class 29 contains 152816 members 
Mstep: Class 30 contains 23079 members 
Mstep: Class 31 contains 11646 members 
Mstep: Class 32 contains 19271 members 
Mstep: Class 33 contains 72087 members 
Mstep: Class 34 contains 35520 members 
Mstep: Class 35 contains 5193 members 
Mstep: Class 36 contains 43397 members 
Mstep: Class 37 contains 182349 members 
Mstep: Class 38 contains 20653 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5294 members 
Mstep: Class 41 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225937488.000000 Penalty: 147590.875000
Iteration 91Q: 42 clusters Score -2.259375e+08 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 12752 members 
Mstep: Class 5 contains 13582 members 
Mstep: Class 6 contains 11587 members 
Mstep: Class 7 contains 121736 members 
Mstep: Class 8 contains 59974 members 
Mstep: Class 9 contains 59429 members 
Mstep: Class 10 contains 6610 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 11671 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 19028 members 
Mstep: Class 15 contains 7308 members 
Mstep: Class 16 contains 239015 members 
Mstep: Class 17 contains 270035 members 
Mstep: Class 18 contains 192146 members 
Mstep: Class 19 contains 9049 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41382 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 13141 members 
Mstep: Class 25 contains 225312 members 
Mstep: Class 26 contains 6485 members 
Mstep: Class 27 contains 35502 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 152369 members 
Mstep: Class 30 contains 23070 members 
Mstep: Class 31 contains 11465 members 
Mstep: Class 32 contains 19346 members 
Mstep: Class 33 contains 72025 members 
Mstep: Class 34 contains 35460 members 
Mstep: Class 35 contains 5216 members 
Mstep: Class 36 contains 43231 members 
Mstep: Class 37 contains 182128 members 
Mstep: Class 38 contains 21255 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5328 members 
Mstep: Class 41 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225937696.000000 Penalty: 147590.875000
Iteration 92Q: 42 clusters Score -2.259377e+08 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 3 contains 9325 members 
Mstep: Class 4 contains 12720 members 
Mstep: Class 5 contains 13597 members 
Mstep: Class 6 contains 11555 members 
Mstep: Class 7 contains 121640 members 
Mstep: Class 8 contains 59974 members 
Mstep: Class 9 contains 59459 members 
Mstep: Class 10 contains 6568 members 
Mstep: Class 11 contains 6205 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 18454 members 
Mstep: Class 14 contains 18968 members 
Mstep: Class 15 contains 7314 members 
Mstep: Class 16 contains 239200 members 
Mstep: Class 17 contains 269969 members 
Mstep: Class 18 contains 192157 members 
Mstep: Class 19 contains 9057 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41387 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 13157 members 
Mstep: Class 25 contains 225165 members 
Mstep: Class 26 contains 6491 members 
Mstep: Class 27 contains 35532 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 151945 members 
Mstep: Class 30 contains 23059 members 
Mstep: Class 31 contains 11270 members 
Mstep: Class 32 contains 19413 members 
Mstep: Class 33 contains 71971 members 
Mstep: Class 34 contains 35380 members 
Mstep: Class 35 contains 5233 members 
Mstep: Class 36 contains 43104 members 
Mstep: Class 37 contains 181905 members 
Mstep: Class 38 contains 21815 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5353 members 
Mstep: Class 41 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225938320.000000 Penalty: 147590.875000
Iteration 93Q: 42 clusters Score -2.259383e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 9369 members 
Mstep: Class 4 contains 12679 members 
Mstep: Class 5 contains 13616 members 
Mstep: Class 6 contains 11532 members 
Mstep: Class 7 contains 121561 members 
Mstep: Class 8 contains 59979 members 
Mstep: Class 9 contains 59486 members 
Mstep: Class 10 contains 6550 members 
Mstep: Class 11 contains 6242 members 
Mstep: Class 12 contains 11680 members 
Mstep: Class 13 contains 18920 members 
Mstep: Class 14 contains 18908 members 
Mstep: Class 15 contains 7320 members 
Mstep: Class 16 contains 239367 members 
Mstep: Class 17 contains 269926 members 
Mstep: Class 18 contains 192168 members 
Mstep: Class 19 contains 9058 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41389 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 4560 members 
Mstep: Class 24 contains 13161 members 
Mstep: Class 25 contains 225072 members 
Mstep: Class 26 contains 6509 members 
Mstep: Class 27 contains 35544 members 
Mstep: Class 28 contains 8936 members 
Mstep: Class 29 contains 151533 members 
Mstep: Class 30 contains 23026 members 
Mstep: Class 31 contains 11118 members 
Mstep: Class 32 contains 19471 members 
Mstep: Class 33 contains 71907 members 
Mstep: Class 34 contains 35330 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 42964 members 
Mstep: Class 37 contains 181689 members 
Mstep: Class 38 contains 22301 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5382 members 
Mstep: Class 41 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225938096.000000 Penalty: 147590.875000
Iteration 94Q: 42 clusters Score -2.259381e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 9418 members 
Mstep: Class 4 contains 12655 members 
Mstep: Class 5 contains 13640 members 
Mstep: Class 6 contains 11505 members 
Mstep: Class 7 contains 121476 members 
Mstep: Class 8 contains 59984 members 
Mstep: Class 9 contains 59518 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 11683 members 
Mstep: Class 13 contains 19366 members 
Mstep: Class 14 contains 18851 members 
Mstep: Class 15 contains 7333 members 
Mstep: Class 16 contains 239504 members 
Mstep: Class 17 contains 269943 members 
Mstep: Class 18 contains 192175 members 
Mstep: Class 19 contains 9059 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41385 members 
Mstep: Class 22 contains 11795 members 
Mstep: Class 23 contains 4607 members 
Mstep: Class 24 contains 13170 members 
Mstep: Class 25 contains 224978 members 
Mstep: Class 26 contains 6522 members 
Mstep: Class 27 contains 35572 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 151127 members 
Mstep: Class 30 contains 22996 members 
Mstep: Class 31 contains 10964 members 
Mstep: Class 32 contains 19516 members 
Mstep: Class 33 contains 71845 members 
Mstep: Class 34 contains 35303 members 
Mstep: Class 35 contains 5266 members 
Mstep: Class 36 contains 42824 members 
Mstep: Class 37 contains 181445 members 
Mstep: Class 38 contains 22772 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5394 members 
Mstep: Class 41 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225937760.000000 Penalty: 147590.875000
Iteration 95Q: 42 clusters Score -2.259378e+08 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 9451 members 
Mstep: Class 4 contains 12633 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 11470 members 
Mstep: Class 7 contains 121387 members 
Mstep: Class 8 contains 59986 members 
Mstep: Class 9 contains 59530 members 
Mstep: Class 10 contains 6484 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 19759 members 
Mstep: Class 14 contains 18787 members 
Mstep: Class 15 contains 7338 members 
Mstep: Class 16 contains 239620 members 
Mstep: Class 17 contains 269965 members 
Mstep: Class 18 contains 192204 members 
Mstep: Class 19 contains 9068 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41393 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 13188 members 
Mstep: Class 25 contains 224904 members 
Mstep: Class 26 contains 6536 members 
Mstep: Class 27 contains 35598 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 150763 members 
Mstep: Class 30 contains 22978 members 
Mstep: Class 31 contains 10822 members 
Mstep: Class 32 contains 19543 members 
Mstep: Class 33 contains 71771 members 
Mstep: Class 34 contains 35298 members 
Mstep: Class 35 contains 5276 members 
Mstep: Class 36 contains 42690 members 
Mstep: Class 37 contains 181269 members 
Mstep: Class 38 contains 23213 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5415 members 
Mstep: Class 41 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225937584.000000 Penalty: 147590.875000
Iteration 96Q: 42 clusters Score -2.259376e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 9487 members 
Mstep: Class 4 contains 12608 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 11441 members 
Mstep: Class 7 contains 121310 members 
Mstep: Class 8 contains 59991 members 
Mstep: Class 9 contains 59562 members 
Mstep: Class 10 contains 6469 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 20143 members 
Mstep: Class 14 contains 18740 members 
Mstep: Class 15 contains 7344 members 
Mstep: Class 16 contains 239721 members 
Mstep: Class 17 contains 269974 members 
Mstep: Class 18 contains 192226 members 
Mstep: Class 19 contains 9073 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41384 members 
Mstep: Class 22 contains 11799 members 
Mstep: Class 23 contains 4673 members 
Mstep: Class 24 contains 13194 members 
Mstep: Class 25 contains 224839 members 
Mstep: Class 26 contains 6563 members 
Mstep: Class 27 contains 35602 members 
Mstep: Class 28 contains 8936 members 
Mstep: Class 29 contains 150417 members 
Mstep: Class 30 contains 22967 members 
Mstep: Class 31 contains 10682 members 
Mstep: Class 32 contains 19572 members 
Mstep: Class 33 contains 71704 members 
Mstep: Class 34 contains 35270 members 
Mstep: Class 35 contains 5290 members 
Mstep: Class 36 contains 42574 members 
Mstep: Class 37 contains 181081 members 
Mstep: Class 38 contains 23618 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5424 members 
Mstep: Class 41 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225937680.000000 Penalty: 147590.875000
Iteration 97Q: 42 clusters Score -2.259377e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 9524 members 
Mstep: Class 4 contains 12586 members 
Mstep: Class 5 contains 13712 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 121260 members 
Mstep: Class 8 contains 59992 members 
Mstep: Class 9 contains 59584 members 
Mstep: Class 10 contains 6449 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 11714 members 
Mstep: Class 13 contains 20507 members 
Mstep: Class 14 contains 18682 members 
Mstep: Class 15 contains 7352 members 
Mstep: Class 16 contains 239835 members 
Mstep: Class 17 contains 269953 members 
Mstep: Class 18 contains 192237 members 
Mstep: Class 19 contains 9080 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41376 members 
Mstep: Class 22 contains 11796 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 13201 members 
Mstep: Class 25 contains 224744 members 
Mstep: Class 26 contains 6604 members 
Mstep: Class 27 contains 35608 members 
Mstep: Class 28 contains 8935 members 
Mstep: Class 29 contains 150095 members 
Mstep: Class 30 contains 22952 members 
Mstep: Class 31 contains 10563 members 
Mstep: Class 32 contains 19611 members 
Mstep: Class 33 contains 71661 members 
Mstep: Class 34 contains 35226 members 
Mstep: Class 35 contains 5313 members 
Mstep: Class 36 contains 42461 members 
Mstep: Class 37 contains 180890 members 
Mstep: Class 38 contains 24014 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5433 members 
Mstep: Class 41 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225938016.000000 Penalty: 147590.875000
Iteration 98Q: 42 clusters Score -2.25938e+08 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 9561 members 
Mstep: Class 4 contains 12568 members 
Mstep: Class 5 contains 13733 members 
Mstep: Class 6 contains 11386 members 
Mstep: Class 7 contains 121193 members 
Mstep: Class 8 contains 59981 members 
Mstep: Class 9 contains 59589 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 20859 members 
Mstep: Class 14 contains 18626 members 
Mstep: Class 15 contains 7360 members 
Mstep: Class 16 contains 239904 members 
Mstep: Class 17 contains 269911 members 
Mstep: Class 18 contains 192246 members 
Mstep: Class 19 contains 9083 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41375 members 
Mstep: Class 22 contains 11794 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 13201 members 
Mstep: Class 25 contains 224652 members 
Mstep: Class 26 contains 6656 members 
Mstep: Class 27 contains 35627 members 
Mstep: Class 28 contains 8935 members 
Mstep: Class 29 contains 149825 members 
Mstep: Class 30 contains 22935 members 
Mstep: Class 31 contains 10444 members 
Mstep: Class 32 contains 19647 members 
Mstep: Class 33 contains 71628 members 
Mstep: Class 34 contains 35165 members 
Mstep: Class 35 contains 5340 members 
Mstep: Class 36 contains 42378 members 
Mstep: Class 37 contains 180724 members 
Mstep: Class 38 contains 24409 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5448 members 
Mstep: Class 41 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225938368.000000 Penalty: 147590.875000
Iteration 99Q: 42 clusters Score -2.259384e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 9603 members 
Mstep: Class 4 contains 12544 members 
Mstep: Class 5 contains 13752 members 
Mstep: Class 6 contains 11377 members 
Mstep: Class 7 contains 121153 members 
Mstep: Class 8 contains 59979 members 
Mstep: Class 9 contains 59581 members 
Mstep: Class 10 contains 6421 members 
Mstep: Class 11 contains 6362 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 21208 members 
Mstep: Class 14 contains 18572 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 16 contains 239971 members 
Mstep: Class 17 contains 269882 members 
Mstep: Class 18 contains 192228 members 
Mstep: Class 19 contains 9085 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41382 members 
Mstep: Class 22 contains 11791 members 
Mstep: Class 23 contains 4764 members 
Mstep: Class 24 contains 13207 members 
Mstep: Class 25 contains 224541 members 
Mstep: Class 26 contains 6715 members 
Mstep: Class 27 contains 35637 members 
Mstep: Class 28 contains 8934 members 
Mstep: Class 29 contains 149559 members 
Mstep: Class 30 contains 22926 members 
Mstep: Class 31 contains 10338 members 
Mstep: Class 32 contains 19692 members 
Mstep: Class 33 contains 71599 members 
Mstep: Class 34 contains 35088 members 
Mstep: Class 35 contains 5362 members 
Mstep: Class 36 contains 42291 members 
Mstep: Class 37 contains 180563 members 
Mstep: Class 38 contains 24787 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5456 members 
Mstep: Class 41 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939808.000000 Penalty: 147590.875000
Iteration 100F: 42 clusters Score -2.259398e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9642 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 13769 members 
Mstep: Class 6 contains 11357 members 
Mstep: Class 7 contains 121125 members 
Mstep: Class 8 contains 59972 members 
Mstep: Class 9 contains 59567 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 21538 members 
Mstep: Class 14 contains 18533 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 240018 members 
Mstep: Class 17 contains 269881 members 
Mstep: Class 18 contains 192231 members 
Mstep: Class 19 contains 9089 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41388 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 13216 members 
Mstep: Class 25 contains 224442 members 
Mstep: Class 26 contains 6773 members 
Mstep: Class 27 contains 35642 members 
Mstep: Class 28 contains 8935 members 
Mstep: Class 29 contains 149296 members 
Mstep: Class 30 contains 22929 members 
Mstep: Class 31 contains 10252 members 
Mstep: Class 32 contains 19715 members 
Mstep: Class 33 contains 71560 members 
Mstep: Class 34 contains 35020 members 
Mstep: Class 35 contains 5386 members 
Mstep: Class 36 contains 42220 members 
Mstep: Class 37 contains 180351 members 
Mstep: Class 38 contains 25148 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5469 members 
Mstep: Class 41 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939824.000000 Penalty: 147590.875000
Iteration 101Q: 42 clusters Score -2.259398e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 13784 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 121063 members 
Mstep: Class 8 contains 59965 members 
Mstep: Class 9 contains 59554 members 
Mstep: Class 10 contains 6398 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 21878 members 
Mstep: Class 14 contains 18502 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 240079 members 
Mstep: Class 17 contains 269857 members 
Mstep: Class 18 contains 192233 members 
Mstep: Class 19 contains 9097 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41390 members 
Mstep: Class 22 contains 11785 members 
Mstep: Class 23 contains 4803 members 
Mstep: Class 24 contains 13226 members 
Mstep: Class 25 contains 224353 members 
Mstep: Class 26 contains 6830 members 
Mstep: Class 27 contains 35653 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 149006 members 
Mstep: Class 30 contains 22924 members 
Mstep: Class 31 contains 10166 members 
Mstep: Class 32 contains 19758 members 
Mstep: Class 33 contains 71521 members 
Mstep: Class 34 contains 34996 members 
Mstep: Class 35 contains 5408 members 
Mstep: Class 36 contains 42136 members 
Mstep: Class 37 contains 180146 members 
Mstep: Class 38 contains 25488 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5478 members 
Mstep: Class 41 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939680.000000 Penalty: 147590.875000
Iteration 102Q: 42 clusters Score -2.259397e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9721 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 13796 members 
Mstep: Class 6 contains 11339 members 
Mstep: Class 7 contains 121009 members 
Mstep: Class 8 contains 59958 members 
Mstep: Class 9 contains 59552 members 
Mstep: Class 10 contains 6393 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 22195 members 
Mstep: Class 14 contains 18475 members 
Mstep: Class 15 contains 7388 members 
Mstep: Class 16 contains 240104 members 
Mstep: Class 17 contains 269842 members 
Mstep: Class 18 contains 192214 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41387 members 
Mstep: Class 22 contains 11779 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 13236 members 
Mstep: Class 25 contains 224252 members 
Mstep: Class 26 contains 6912 members 
Mstep: Class 27 contains 35659 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 148735 members 
Mstep: Class 30 contains 22916 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 19807 members 
Mstep: Class 33 contains 71485 members 
Mstep: Class 34 contains 34950 members 
Mstep: Class 35 contains 5427 members 
Mstep: Class 36 contains 42059 members 
Mstep: Class 37 contains 179965 members 
Mstep: Class 38 contains 25834 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5490 members 
Mstep: Class 41 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939968.000000 Penalty: 147590.875000
Iteration 103Q: 42 clusters Score -2.2594e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9757 members 
Mstep: Class 4 contains 12491 members 
Mstep: Class 5 contains 13804 members 
Mstep: Class 6 contains 11325 members 
Mstep: Class 7 contains 120958 members 
Mstep: Class 8 contains 59955 members 
Mstep: Class 9 contains 59539 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 6434 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 18448 members 
Mstep: Class 15 contains 7393 members 
Mstep: Class 16 contains 240115 members 
Mstep: Class 17 contains 269829 members 
Mstep: Class 18 contains 192199 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41387 members 
Mstep: Class 22 contains 11776 members 
Mstep: Class 23 contains 4834 members 
Mstep: Class 24 contains 13247 members 
Mstep: Class 25 contains 224172 members 
Mstep: Class 26 contains 7008 members 
Mstep: Class 27 contains 35664 members 
Mstep: Class 28 contains 8937 members 
Mstep: Class 29 contains 148447 members 
Mstep: Class 30 contains 22917 members 
Mstep: Class 31 contains 10048 members 
Mstep: Class 32 contains 19852 members 
Mstep: Class 33 contains 71455 members 
Mstep: Class 34 contains 34910 members 
Mstep: Class 35 contains 5440 members 
Mstep: Class 36 contains 41972 members 
Mstep: Class 37 contains 179776 members 
Mstep: Class 38 contains 26170 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5486 members 
Mstep: Class 41 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940320.000000 Penalty: 147590.875000
Iteration 104Q: 42 clusters Score -2.259403e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9790 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 13814 members 
Mstep: Class 6 contains 11313 members 
Mstep: Class 7 contains 120903 members 
Mstep: Class 8 contains 59952 members 
Mstep: Class 9 contains 59545 members 
Mstep: Class 10 contains 6370 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 22749 members 
Mstep: Class 14 contains 18423 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 240083 members 
Mstep: Class 17 contains 269827 members 
Mstep: Class 18 contains 192219 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41383 members 
Mstep: Class 22 contains 11779 members 
Mstep: Class 23 contains 4853 members 
Mstep: Class 24 contains 13261 members 
Mstep: Class 25 contains 224126 members 
Mstep: Class 26 contains 7098 members 
Mstep: Class 27 contains 35672 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 148181 members 
Mstep: Class 30 contains 22913 members 
Mstep: Class 31 contains 10028 members 
Mstep: Class 32 contains 19861 members 
Mstep: Class 33 contains 71421 members 
Mstep: Class 34 contains 34867 members 
Mstep: Class 35 contains 5456 members 
Mstep: Class 36 contains 41871 members 
Mstep: Class 37 contains 179608 members 
Mstep: Class 38 contains 26511 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5489 members 
Mstep: Class 41 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940048.000000 Penalty: 147590.875000
Iteration 105Q: 42 clusters Score -2.2594e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9826 members 
Mstep: Class 4 contains 12461 members 
Mstep: Class 5 contains 13820 members 
Mstep: Class 6 contains 11290 members 
Mstep: Class 7 contains 120847 members 
Mstep: Class 8 contains 59953 members 
Mstep: Class 9 contains 59561 members 
Mstep: Class 10 contains 6353 members 
Mstep: Class 11 contains 6452 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 23006 members 
Mstep: Class 14 contains 18386 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 240089 members 
Mstep: Class 17 contains 269824 members 
Mstep: Class 18 contains 192240 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41379 members 
Mstep: Class 22 contains 11781 members 
Mstep: Class 23 contains 4869 members 
Mstep: Class 24 contains 13283 members 
Mstep: Class 25 contains 224076 members 
Mstep: Class 26 contains 7209 members 
Mstep: Class 27 contains 35682 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 147919 members 
Mstep: Class 30 contains 22917 members 
Mstep: Class 31 contains 9983 members 
Mstep: Class 32 contains 19879 members 
Mstep: Class 33 contains 71393 members 
Mstep: Class 34 contains 34808 members 
Mstep: Class 35 contains 5465 members 
Mstep: Class 36 contains 41796 members 
Mstep: Class 37 contains 179402 members 
Mstep: Class 38 contains 26838 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5495 members 
Mstep: Class 41 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940000.000000 Penalty: 147590.875000
Iteration 106Q: 42 clusters Score -2.2594e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 13827 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 120798 members 
Mstep: Class 8 contains 59952 members 
Mstep: Class 9 contains 59556 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 6460 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 23277 members 
Mstep: Class 14 contains 18359 members 
Mstep: Class 15 contains 7396 members 
Mstep: Class 16 contains 240061 members 
Mstep: Class 17 contains 269826 members 
Mstep: Class 18 contains 192249 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41377 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 224000 members 
Mstep: Class 26 contains 7346 members 
Mstep: Class 27 contains 35691 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 147658 members 
Mstep: Class 30 contains 22919 members 
Mstep: Class 31 contains 9945 members 
Mstep: Class 32 contains 19885 members 
Mstep: Class 33 contains 71366 members 
Mstep: Class 34 contains 34759 members 
Mstep: Class 35 contains 5478 members 
Mstep: Class 36 contains 41715 members 
Mstep: Class 37 contains 179220 members 
Mstep: Class 38 contains 27157 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5501 members 
Mstep: Class 41 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940000.000000 Penalty: 147590.875000
Iteration 107Q: 42 clusters Score -2.2594e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9904 members 
Mstep: Class 4 contains 12426 members 
Mstep: Class 5 contains 13833 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 120756 members 
Mstep: Class 8 contains 59953 members 
Mstep: Class 9 contains 59564 members 
Mstep: Class 10 contains 6320 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 13 contains 23526 members 
Mstep: Class 14 contains 18334 members 
Mstep: Class 15 contains 7398 members 
Mstep: Class 16 contains 240029 members 
Mstep: Class 17 contains 269828 members 
Mstep: Class 18 contains 192263 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41379 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 13320 members 
Mstep: Class 25 contains 223918 members 
Mstep: Class 26 contains 7494 members 
Mstep: Class 27 contains 35699 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 147422 members 
Mstep: Class 30 contains 22920 members 
Mstep: Class 31 contains 9890 members 
Mstep: Class 32 contains 19898 members 
Mstep: Class 33 contains 71358 members 
Mstep: Class 34 contains 34723 members 
Mstep: Class 35 contains 5493 members 
Mstep: Class 36 contains 41622 members 
Mstep: Class 37 contains 179059 members 
Mstep: Class 38 contains 27419 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5511 members 
Mstep: Class 41 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940032.000000 Penalty: 147590.875000
Iteration 108Q: 42 clusters Score -2.2594e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9927 members 
Mstep: Class 4 contains 12412 members 
Mstep: Class 5 contains 13840 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 120711 members 
Mstep: Class 8 contains 59960 members 
Mstep: Class 9 contains 59570 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 23751 members 
Mstep: Class 14 contains 18316 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 239964 members 
Mstep: Class 17 contains 269816 members 
Mstep: Class 18 contains 192298 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41379 members 
Mstep: Class 22 contains 11785 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 13333 members 
Mstep: Class 25 contains 223856 members 
Mstep: Class 26 contains 7650 members 
Mstep: Class 27 contains 35708 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 147194 members 
Mstep: Class 30 contains 22919 members 
Mstep: Class 31 contains 9826 members 
Mstep: Class 32 contains 19905 members 
Mstep: Class 33 contains 71351 members 
Mstep: Class 34 contains 34677 members 
Mstep: Class 35 contains 5505 members 
Mstep: Class 36 contains 41556 members 
Mstep: Class 37 contains 178875 members 
Mstep: Class 38 contains 27717 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939888.000000 Penalty: 147590.875000
Iteration 109Q: 42 clusters Score -2.259399e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9955 members 
Mstep: Class 4 contains 12397 members 
Mstep: Class 5 contains 13846 members 
Mstep: Class 6 contains 11254 members 
Mstep: Class 7 contains 120676 members 
Mstep: Class 8 contains 59954 members 
Mstep: Class 9 contains 59566 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 6471 members 
Mstep: Class 12 contains 11795 members 
Mstep: Class 13 contains 23954 members 
Mstep: Class 14 contains 18302 members 
Mstep: Class 15 contains 7412 members 
Mstep: Class 16 contains 239847 members 
Mstep: Class 17 contains 269817 members 
Mstep: Class 18 contains 192322 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41379 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4946 members 
Mstep: Class 24 contains 13340 members 
Mstep: Class 25 contains 223778 members 
Mstep: Class 26 contains 7814 members 
Mstep: Class 27 contains 35714 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 146982 members 
Mstep: Class 30 contains 22917 members 
Mstep: Class 31 contains 9774 members 
Mstep: Class 32 contains 19917 members 
Mstep: Class 33 contains 71344 members 
Mstep: Class 34 contains 34626 members 
Mstep: Class 35 contains 5518 members 
Mstep: Class 36 contains 41481 members 
Mstep: Class 37 contains 178741 members 
Mstep: Class 38 contains 28035 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5521 members 
Mstep: Class 41 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940128.000000 Penalty: 147590.875000
Iteration 110Q: 42 clusters Score -2.259401e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 9979 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 13851 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 120652 members 
Mstep: Class 8 contains 59952 members 
Mstep: Class 9 contains 59572 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 6473 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 24137 members 
Mstep: Class 14 contains 18298 members 
Mstep: Class 15 contains 7418 members 
Mstep: Class 16 contains 239757 members 
Mstep: Class 17 contains 269827 members 
Mstep: Class 18 contains 192326 members 
Mstep: Class 19 contains 9105 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41382 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 13342 members 
Mstep: Class 25 contains 223689 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 35718 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 146745 members 
Mstep: Class 30 contains 22920 members 
Mstep: Class 31 contains 9719 members 
Mstep: Class 32 contains 19926 members 
Mstep: Class 33 contains 71342 members 
Mstep: Class 34 contains 34600 members 
Mstep: Class 35 contains 5527 members 
Mstep: Class 36 contains 41397 members 
Mstep: Class 37 contains 178626 members 
Mstep: Class 38 contains 28330 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5525 members 
Mstep: Class 41 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940032.000000 Penalty: 147590.875000
Iteration 111Q: 42 clusters Score -2.2594e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10009 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 13856 members 
Mstep: Class 6 contains 11233 members 
Mstep: Class 7 contains 120640 members 
Mstep: Class 8 contains 59951 members 
Mstep: Class 9 contains 59575 members 
Mstep: Class 10 contains 6289 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 11801 members 
Mstep: Class 13 contains 24324 members 
Mstep: Class 14 contains 18294 members 
Mstep: Class 15 contains 7421 members 
Mstep: Class 16 contains 239672 members 
Mstep: Class 17 contains 269832 members 
Mstep: Class 18 contains 192313 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41382 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 4964 members 
Mstep: Class 24 contains 13350 members 
Mstep: Class 25 contains 223630 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 35715 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 146502 members 
Mstep: Class 30 contains 22928 members 
Mstep: Class 31 contains 9672 members 
Mstep: Class 32 contains 19937 members 
Mstep: Class 33 contains 71348 members 
Mstep: Class 34 contains 34587 members 
Mstep: Class 35 contains 5536 members 
Mstep: Class 36 contains 41330 members 
Mstep: Class 37 contains 178501 members 
Mstep: Class 38 contains 28617 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5531 members 
Mstep: Class 41 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940464.000000 Penalty: 147590.875000
Iteration 112Q: 42 clusters Score -2.259405e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10032 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 13862 members 
Mstep: Class 6 contains 11225 members 
Mstep: Class 7 contains 120619 members 
Mstep: Class 8 contains 59950 members 
Mstep: Class 9 contains 59577 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 6488 members 
Mstep: Class 12 contains 11798 members 
Mstep: Class 13 contains 24516 members 
Mstep: Class 14 contains 18281 members 
Mstep: Class 15 contains 7422 members 
Mstep: Class 16 contains 239606 members 
Mstep: Class 17 contains 269836 members 
Mstep: Class 18 contains 192310 members 
Mstep: Class 19 contains 9099 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41376 members 
Mstep: Class 22 contains 11786 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 13366 members 
Mstep: Class 25 contains 223569 members 
Mstep: Class 26 contains 8192 members 
Mstep: Class 27 contains 35713 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 146221 members 
Mstep: Class 30 contains 22932 members 
Mstep: Class 31 contains 9642 members 
Mstep: Class 32 contains 19945 members 
Mstep: Class 33 contains 71352 members 
Mstep: Class 34 contains 34579 members 
Mstep: Class 35 contains 5544 members 
Mstep: Class 36 contains 41270 members 
Mstep: Class 37 contains 178399 members 
Mstep: Class 38 contains 28904 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5538 members 
Mstep: Class 41 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940128.000000 Penalty: 147590.875000
Iteration 113Q: 42 clusters Score -2.259401e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10059 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 13865 members 
Mstep: Class 6 contains 11218 members 
Mstep: Class 7 contains 120596 members 
Mstep: Class 8 contains 59950 members 
Mstep: Class 9 contains 59599 members 
Mstep: Class 10 contains 6269 members 
Mstep: Class 11 contains 6497 members 
Mstep: Class 12 contains 11803 members 
Mstep: Class 13 contains 24707 members 
Mstep: Class 14 contains 18269 members 
Mstep: Class 15 contains 7426 members 
Mstep: Class 16 contains 239570 members 
Mstep: Class 17 contains 269838 members 
Mstep: Class 18 contains 192306 members 
Mstep: Class 19 contains 9095 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41382 members 
Mstep: Class 22 contains 11785 members 
Mstep: Class 23 contains 4972 members 
Mstep: Class 24 contains 13371 members 
Mstep: Class 25 contains 223504 members 
Mstep: Class 26 contains 8260 members 
Mstep: Class 27 contains 35717 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 145949 members 
Mstep: Class 30 contains 22933 members 
Mstep: Class 31 contains 9597 members 
Mstep: Class 32 contains 19954 members 
Mstep: Class 33 contains 71357 members 
Mstep: Class 34 contains 34565 members 
Mstep: Class 35 contains 5549 members 
Mstep: Class 36 contains 41231 members 
Mstep: Class 37 contains 178288 members 
Mstep: Class 38 contains 29169 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5546 members 
Mstep: Class 41 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940384.000000 Penalty: 147590.875000
Iteration 114Q: 42 clusters Score -2.259404e+08 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 12384 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 11212 members 
Mstep: Class 7 contains 120563 members 
Mstep: Class 8 contains 59947 members 
Mstep: Class 9 contains 59620 members 
Mstep: Class 10 contains 6258 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 11809 members 
Mstep: Class 13 contains 24891 members 
Mstep: Class 14 contains 18255 members 
Mstep: Class 15 contains 7428 members 
Mstep: Class 16 contains 239579 members 
Mstep: Class 17 contains 269821 members 
Mstep: Class 18 contains 192304 members 
Mstep: Class 19 contains 9095 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41384 members 
Mstep: Class 22 contains 11784 members 
Mstep: Class 23 contains 4975 members 
Mstep: Class 24 contains 13368 members 
Mstep: Class 25 contains 223461 members 
Mstep: Class 26 contains 8321 members 
Mstep: Class 27 contains 35725 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 145689 members 
Mstep: Class 30 contains 22941 members 
Mstep: Class 31 contains 9572 members 
Mstep: Class 32 contains 19967 members 
Mstep: Class 33 contains 71354 members 
Mstep: Class 34 contains 34551 members 
Mstep: Class 35 contains 5560 members 
Mstep: Class 36 contains 41197 members 
Mstep: Class 37 contains 178149 members 
Mstep: Class 38 contains 29419 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5546 members 
Mstep: Class 41 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940432.000000 Penalty: 147590.875000
Iteration 115Q: 42 clusters Score -2.259404e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 13872 members 
Mstep: Class 6 contains 11206 members 
Mstep: Class 7 contains 120534 members 
Mstep: Class 8 contains 59944 members 
Mstep: Class 9 contains 59641 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 11812 members 
Mstep: Class 13 contains 25034 members 
Mstep: Class 14 contains 18244 members 
Mstep: Class 15 contains 7430 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269793 members 
Mstep: Class 18 contains 192316 members 
Mstep: Class 19 contains 9099 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41389 members 
Mstep: Class 22 contains 11780 members 
Mstep: Class 23 contains 4974 members 
Mstep: Class 24 contains 13358 members 
Mstep: Class 25 contains 223427 members 
Mstep: Class 26 contains 8380 members 
Mstep: Class 27 contains 35735 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 145445 members 
Mstep: Class 30 contains 22951 members 
Mstep: Class 31 contains 9554 members 
Mstep: Class 32 contains 19978 members 
Mstep: Class 33 contains 71337 members 
Mstep: Class 34 contains 34563 members 
Mstep: Class 35 contains 5576 members 
Mstep: Class 36 contains 41142 members 
Mstep: Class 37 contains 178065 members 
Mstep: Class 38 contains 29682 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5550 members 
Mstep: Class 41 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940096.000000 Penalty: 147590.875000
Iteration 116Q: 42 clusters Score -2.259401e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10106 members 
Mstep: Class 4 contains 12386 members 
Mstep: Class 5 contains 13877 members 
Mstep: Class 6 contains 11198 members 
Mstep: Class 7 contains 120507 members 
Mstep: Class 8 contains 59937 members 
Mstep: Class 9 contains 59650 members 
Mstep: Class 10 contains 6240 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 25167 members 
Mstep: Class 14 contains 18234 members 
Mstep: Class 15 contains 7431 members 
Mstep: Class 16 contains 239508 members 
Mstep: Class 17 contains 269770 members 
Mstep: Class 18 contains 192335 members 
Mstep: Class 19 contains 9101 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41393 members 
Mstep: Class 22 contains 11781 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 13349 members 
Mstep: Class 25 contains 223412 members 
Mstep: Class 26 contains 8428 members 
Mstep: Class 27 contains 35737 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 145200 members 
Mstep: Class 30 contains 22961 members 
Mstep: Class 31 contains 9535 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71324 members 
Mstep: Class 34 contains 34556 members 
Mstep: Class 35 contains 5590 members 
Mstep: Class 36 contains 41115 members 
Mstep: Class 37 contains 177967 members 
Mstep: Class 38 contains 29938 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5558 members 
Mstep: Class 41 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940144.000000 Penalty: 147590.875000
Iteration 117Q: 42 clusters Score -2.259401e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10127 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 13881 members 
Mstep: Class 6 contains 11192 members 
Mstep: Class 7 contains 120488 members 
Mstep: Class 8 contains 59939 members 
Mstep: Class 9 contains 59656 members 
Mstep: Class 10 contains 6237 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11816 members 
Mstep: Class 13 contains 25265 members 
Mstep: Class 14 contains 18228 members 
Mstep: Class 15 contains 7430 members 
Mstep: Class 16 contains 239494 members 
Mstep: Class 17 contains 269742 members 
Mstep: Class 18 contains 192369 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11785 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 13344 members 
Mstep: Class 25 contains 223401 members 
Mstep: Class 26 contains 8472 members 
Mstep: Class 27 contains 35736 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 144957 members 
Mstep: Class 30 contains 22969 members 
Mstep: Class 31 contains 9533 members 
Mstep: Class 32 contains 19985 members 
Mstep: Class 33 contains 71312 members 
Mstep: Class 34 contains 34550 members 
Mstep: Class 35 contains 5596 members 
Mstep: Class 36 contains 41071 members 
Mstep: Class 37 contains 177892 members 
Mstep: Class 38 contains 30173 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5565 members 
Mstep: Class 41 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940240.000000 Penalty: 147590.875000
Iteration 118Q: 42 clusters Score -2.259402e+08 nChanged 1358
Entering ConstructFrom: 
Score: -225940240.000000 Penalty: 147590.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Entering Unmasked Estep 
Score: -2655773.000000 Penalty: 2496.628662
	Iteration 0F: 2 clusters Score -2655773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2639422.500000 Penalty: 4993.257324
	Iteration 0F: 3 clusters Score -2639422 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2645421.000000 Penalty: 4993.257324
	Iteration 1F: 3 clusters Score -2645421 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2646590.500000 Penalty: 4993.257324
	Iteration 2F: 3 clusters Score -2646590 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2648211.750000 Penalty: 4993.257324
	Iteration 3F: 3 clusters Score -2648212 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2649848.750000 Penalty: 4993.257324
	Iteration 4F: 3 clusters Score -2649849 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2651098.750000 Penalty: 4993.257324
	Iteration 5F: 3 clusters Score -2651099 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2651877.250000 Penalty: 4993.257324
	Iteration 6F: 3 clusters Score -2651877 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2652266.000000 Penalty: 4993.257324
	Iteration 7Q: 3 clusters Score -2652266 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2652457.500000 Penalty: 4993.257324
	Iteration 8Q: 3 clusters Score -2652458 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2652557.000000 Penalty: 4993.257324
	Iteration 9Q: 3 clusters Score -2652557 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2652607.750000 Penalty: 4993.257324
	Iteration 10Q: 3 clusters Score -2652608 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2652627.500000 Penalty: 4993.257324
	Iteration 11Q: 3 clusters Score -2652628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2652637.500000 Penalty: 4993.257324
	Iteration 12Q: 3 clusters Score -2652638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2652648.500000 Penalty: 4993.257324
	Iteration 13Q: 3 clusters Score -2652648 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2652659.750000 Penalty: 4993.257324
	Iteration 14Q: 3 clusters Score -2652660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2652669.250000 Penalty: 4993.257324
	Iteration 15Q: 3 clusters Score -2652669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2652685.000000 Penalty: 4993.257324
	Iteration 16Q: 3 clusters Score -2652685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2652683.250000 Penalty: 4993.257324
	Iteration 17Q: 3 clusters Score -2652683 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2652689.250000 Penalty: 4993.257324
	Iteration 18Q: 3 clusters Score -2652689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2652688.750000 Penalty: 4993.257324
	Iteration 19Q: 3 clusters Score -2652689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2652691.500000 Penalty: 4993.257324
	Iteration 20F: 3 clusters Score -2652692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2652684.500000 Penalty: 4993.257324
	Iteration 21Q: 3 clusters Score -2652684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2652688.000000 Penalty: 4993.257324
	Iteration 22Q: 3 clusters Score -2652688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2652690.000000 Penalty: 4993.257324
	Iteration 23Q: 3 clusters Score -2652690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2652689.250000 Penalty: 4993.257324
	Iteration 24Q: 3 clusters Score -2652689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2652681.250000 Penalty: 4993.257324
	Iteration 25Q: 3 clusters Score -2652681 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2652683.500000 Penalty: 4993.257324
	Iteration 26Q: 3 clusters Score -2652684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2652685.750000 Penalty: 4993.257324
	Iteration 27Q: 3 clusters Score -2652686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2652691.750000 Penalty: 4993.257324
	Iteration 28Q: 3 clusters Score -2652692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2652687.500000 Penalty: 4993.257324
	Iteration 29Q: 3 clusters Score -2652688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2652699.500000 Penalty: 4993.257324
	Iteration 30Q: 3 clusters Score -2652700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2652696.000000 Penalty: 4993.257324
	Iteration 31Q: 3 clusters Score -2652696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2652701.000000 Penalty: 4993.257324
	Iteration 32Q: 3 clusters Score -2652701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2652708.500000 Penalty: 4993.257324
	Iteration 33Q: 3 clusters Score -2652708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2652710.750000 Penalty: 4993.257324
	Iteration 34Q: 3 clusters Score -2652711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2652721.500000 Penalty: 4993.257324
	Iteration 35Q: 3 clusters Score -2652722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2652719.250000 Penalty: 4993.257324
	Iteration 36Q: 3 clusters Score -2652719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2652715.250000 Penalty: 4993.257324
	Iteration 37Q: 3 clusters Score -2652715 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2652721.500000 Penalty: 4993.257324
	Iteration 38Q: 3 clusters Score -2652722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2652727.000000 Penalty: 4993.257324
	Iteration 39Q: 3 clusters Score -2652727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2652734.750000 Penalty: 4993.257324
	Iteration 40F: 3 clusters Score -2652735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2652738.750000 Penalty: 4993.257324
	Iteration 41Q: 3 clusters Score -2652739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2652759.000000 Penalty: 4993.257324
	Iteration 42Q: 3 clusters Score -2652759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2652756.750000 Penalty: 4993.257324
	Iteration 43Q: 3 clusters Score -2652757 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2652751.500000 Penalty: 4993.257324
	Iteration 44Q: 3 clusters Score -2652752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2652764.000000 Penalty: 4993.257324
	Iteration 45Q: 3 clusters Score -2652764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2652759.500000 Penalty: 4993.257324
	Iteration 46Q: 3 clusters Score -2652760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2652775.250000 Penalty: 4993.257324
	Iteration 47Q: 3 clusters Score -2652775 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2652789.000000 Penalty: 4993.257324
	Iteration 48Q: 3 clusters Score -2652789 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2652806.250000 Penalty: 4993.257324
	Iteration 49Q: 3 clusters Score -2652806 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2652826.250000 Penalty: 4993.257324
	Iteration 50Q: 3 clusters Score -2652826 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2652840.750000 Penalty: 4993.257324
	Iteration 51Q: 3 clusters Score -2652841 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2652867.500000 Penalty: 4993.257324
	Iteration 52Q: 3 clusters Score -2652868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2652881.750000 Penalty: 4993.257324
	Iteration 53Q: 3 clusters Score -2652882 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2652895.000000 Penalty: 4993.257324
	Iteration 54Q: 3 clusters Score -2652895 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2652911.250000 Penalty: 4993.257324
	Iteration 55Q: 3 clusters Score -2652911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2652943.750000 Penalty: 4993.257324
	Iteration 56Q: 3 clusters Score -2652944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2652972.000000 Penalty: 4993.257324
	Iteration 57Q: 3 clusters Score -2652972 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2652995.250000 Penalty: 4993.257324
	Iteration 58Q: 3 clusters Score -2652995 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2653025.500000 Penalty: 4993.257324
	Iteration 59Q: 3 clusters Score -2653026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2653063.500000 Penalty: 4993.257324
	Iteration 60F: 3 clusters Score -2653064 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2653094.000000 Penalty: 4993.257324
	Iteration 61Q: 3 clusters Score -2653094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2653143.000000 Penalty: 4993.257324
	Iteration 62Q: 3 clusters Score -2653143 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2653180.000000 Penalty: 4993.257324
	Iteration 63Q: 3 clusters Score -2653180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2653227.500000 Penalty: 4993.257324
	Iteration 64Q: 3 clusters Score -2653228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2653284.250000 Penalty: 4993.257324
	Iteration 65Q: 3 clusters Score -2653284 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2653344.000000 Penalty: 4993.257324
	Iteration 66Q: 3 clusters Score -2653344 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2653413.250000 Penalty: 4993.257324
	Iteration 67Q: 3 clusters Score -2653413 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2653488.250000 Penalty: 4993.257324
	Iteration 68Q: 3 clusters Score -2653488 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2653568.250000 Penalty: 4993.257324
	Iteration 69Q: 3 clusters Score -2653568 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2653645.000000 Penalty: 4993.257324
	Iteration 70Q: 3 clusters Score -2653645 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2653709.750000 Penalty: 4993.257324
	Iteration 71Q: 3 clusters Score -2653710 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2653791.750000 Penalty: 4993.257324
	Iteration 72Q: 3 clusters Score -2653792 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2653873.500000 Penalty: 4993.257324
	Iteration 73Q: 3 clusters Score -2653874 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2653948.250000 Penalty: 4993.257324
	Iteration 74Q: 3 clusters Score -2653948 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2654019.250000 Penalty: 4993.257324
	Iteration 75Q: 3 clusters Score -2654019 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2654092.000000 Penalty: 4993.257324
	Iteration 76Q: 3 clusters Score -2654092 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2654181.500000 Penalty: 4993.257324
	Iteration 77Q: 3 clusters Score -2654182 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2654253.250000 Penalty: 4993.257324
	Iteration 78Q: 3 clusters Score -2654253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2654305.000000 Penalty: 4993.257324
	Iteration 79Q: 3 clusters Score -2654305 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2654352.750000 Penalty: 4993.257324
	Iteration 80F: 3 clusters Score -2654353 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2654383.000000 Penalty: 4993.257324
	Iteration 81Q: 3 clusters Score -2654383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2654398.000000 Penalty: 4993.257324
	Iteration 82Q: 3 clusters Score -2654398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2654412.250000 Penalty: 4993.257324
	Iteration 83Q: 3 clusters Score -2654412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2654426.250000 Penalty: 4993.257324
	Iteration 84Q: 3 clusters Score -2654426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2654441.750000 Penalty: 4993.257324
	Iteration 85Q: 3 clusters Score -2654442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2654449.250000 Penalty: 4993.257324
	Iteration 86Q: 3 clusters Score -2654449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2654450.000000 Penalty: 4993.257324
	Iteration 87Q: 3 clusters Score -2654450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2654455.250000 Penalty: 4993.257324
	Iteration 88Q: 3 clusters Score -2654455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2654466.500000 Penalty: 4993.257324
	Iteration 89Q: 3 clusters Score -2654466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2654479.750000 Penalty: 4993.257324
	Iteration 90Q: 3 clusters Score -2654480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2654491.000000 Penalty: 4993.257324
	Iteration 91Q: 3 clusters Score -2654491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2654498.250000 Penalty: 4993.257324
	Iteration 92Q: 3 clusters Score -2654498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2654499.250000 Penalty: 4993.257324
	Iteration 93Q: 3 clusters Score -2654499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2654503.250000 Penalty: 4993.257324
	Iteration 94Q: 3 clusters Score -2654503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2654514.750000 Penalty: 4993.257324
	Iteration 95Q: 3 clusters Score -2654515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2654515.500000 Penalty: 4993.257324
	Iteration 96Q: 3 clusters Score -2654516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2654513.500000 Penalty: 4993.257324
	Iteration 97Q: 3 clusters Score -2654514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2654516.000000 Penalty: 4993.257324
	Iteration 98Q: 3 clusters Score -2654516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2654520.000000 Penalty: 4993.257324
	Iteration 99Q: 3 clusters Score -2654520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2654525.000000 Penalty: 4993.257324
	Iteration 100F: 3 clusters Score -2654525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2654522.250000 Penalty: 4993.257324
	Iteration 101Q: 3 clusters Score -2654522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2654525.000000 Penalty: 4993.257324
	Iteration 102Q: 3 clusters Score -2654525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2654527.750000 Penalty: 4993.257324
	Iteration 103Q: 3 clusters Score -2654528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2654532.500000 Penalty: 4993.257324
	Iteration 104Q: 3 clusters Score -2654532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2654535.000000 Penalty: 4993.257324
	Iteration 105Q: 3 clusters Score -2654535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2654538.500000 Penalty: 4993.257324
	Iteration 106Q: 3 clusters Score -2654538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2654537.250000 Penalty: 4993.257324
	Iteration 107Q: 3 clusters Score -2654537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2654532.500000 Penalty: 4993.257324
	Iteration 108Q: 3 clusters Score -2654532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2654536.000000 Penalty: 4993.257324
	Iteration 109Q: 3 clusters Score -2654536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2654534.500000 Penalty: 4993.257324
	Iteration 110Q: 3 clusters Score -2654534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2654535.250000 Penalty: 4993.257324
	Iteration 111Q: 3 clusters Score -2654535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2654535.500000 Penalty: 4993.257324
	Iteration 112Q: 3 clusters Score -2654536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2654536.000000 Penalty: 4993.257324
	Iteration 113Q: 3 clusters Score -2654536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2654533.500000 Penalty: 4993.257324
	Iteration 114Q: 3 clusters Score -2654534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2654531.250000 Penalty: 4993.257324
	Iteration 115Q: 3 clusters Score -2654531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2654534.750000 Penalty: 4993.257324
	Iteration 116Q: 3 clusters Score -2654535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2654534.750000 Penalty: 4993.257324
	Iteration 117F: 3 clusters Score -2654535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -164438.515625 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -164438.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162097.671875 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -162097.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -163261.875000 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -163261.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -164230.296875 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -164230.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -164856.718750 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -164856.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165120.046875 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -165120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -165232.734375 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -165232.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -165285.015625 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -165285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -165311.625000 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -165311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -165335.578125 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -165335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -165366.031250 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -165366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165392.906250 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -165392.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -165409.500000 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -165409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -165420.671875 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -165420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -165432.296875 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -165432.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -165439.812500 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -165439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -165447.000000 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -165447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165458.250000 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -165458.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -165467.921875 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -165467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -165469.843750 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -165469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -165471.828125 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -165471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -165474.812500 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -165474.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165477.078125 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -165477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165478.750000 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -165478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -165478.750000 Penalty: 3673.427246
	Iteration 23F: 3 clusters Score -165478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1127 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 13888 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 120484 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192390 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 223371 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 144721 members 
Mstep: Class 30 contains 22971 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71302 members 
Mstep: Class 34 contains 34538 members 
Mstep: Class 35 contains 5607 members 
Mstep: Class 36 contains 41040 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 30405 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5566 members 
Mstep: Class 41 contains 1193 members 
Mstep: Class 42 contains 519 members 
Entering Unmasked Estep 
Score: -225939904.000000 Penalty: 151190.640625
Splitting cluster 2 changes total score from -225940240.000000 to -225939904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Entering Unmasked Estep 
Score: -1137734.250000 Penalty: 2287.710205
	Iteration 0F: 2 clusters Score -1137734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1130066.750000 Penalty: 4575.420410
	Iteration 0F: 3 clusters Score -1130067 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1132287.750000 Penalty: 4575.420410
	Iteration 1F: 3 clusters Score -1132288 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1132576.500000 Penalty: 4575.420410
	Iteration 2F: 3 clusters Score -1132576 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1132835.125000 Penalty: 4575.420410
	Iteration 3Q: 3 clusters Score -1132835 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1133088.375000 Penalty: 4575.420410
	Iteration 4Q: 3 clusters Score -1133088 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1133329.125000 Penalty: 4575.420410
	Iteration 5Q: 3 clusters Score -1133329 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1133608.875000 Penalty: 4575.420410
	Iteration 6Q: 3 clusters Score -1133609 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1133939.625000 Penalty: 4575.420410
	Iteration 7Q: 3 clusters Score -1133940 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1134265.750000 Penalty: 4575.420410
	Iteration 8Q: 3 clusters Score -1134266 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1134566.500000 Penalty: 4575.420410
	Iteration 9Q: 3 clusters Score -1134566 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1134824.125000 Penalty: 4575.420410
	Iteration 10Q: 3 clusters Score -1134824 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1134993.500000 Penalty: 4575.420410
	Iteration 11Q: 3 clusters Score -1134994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1135142.375000 Penalty: 4575.420410
	Iteration 12Q: 3 clusters Score -1135142 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1135257.750000 Penalty: 4575.420410
	Iteration 13Q: 3 clusters Score -1135258 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1135343.125000 Penalty: 4575.420410
	Iteration 14Q: 3 clusters Score -1135343 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1135395.125000 Penalty: 4575.420410
	Iteration 15Q: 3 clusters Score -1135395 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1135427.750000 Penalty: 4575.420410
	Iteration 16Q: 3 clusters Score -1135428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1135446.500000 Penalty: 4575.420410
	Iteration 17Q: 3 clusters Score -1135446 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1135461.500000 Penalty: 4575.420410
	Iteration 18Q: 3 clusters Score -1135462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1135473.875000 Penalty: 4575.420410
	Iteration 19Q: 3 clusters Score -1135474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1135479.250000 Penalty: 4575.420410
	Iteration 20F: 3 clusters Score -1135479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1135490.875000 Penalty: 4575.420410
	Iteration 21Q: 3 clusters Score -1135491 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1135504.000000 Penalty: 4575.420410
	Iteration 22Q: 3 clusters Score -1135504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1135506.500000 Penalty: 4575.420410
	Iteration 23Q: 3 clusters Score -1135506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1135515.875000 Penalty: 4575.420410
	Iteration 24Q: 3 clusters Score -1135516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1135518.750000 Penalty: 4575.420410
	Iteration 25Q: 3 clusters Score -1135519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1135526.500000 Penalty: 4575.420410
	Iteration 26Q: 3 clusters Score -1135526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1135528.750000 Penalty: 4575.420410
	Iteration 27Q: 3 clusters Score -1135529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1135532.750000 Penalty: 4575.420410
	Iteration 28Q: 3 clusters Score -1135533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1135537.500000 Penalty: 4575.420410
	Iteration 29Q: 3 clusters Score -1135538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1135542.250000 Penalty: 4575.420410
	Iteration 30Q: 3 clusters Score -1135542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1135543.375000 Penalty: 4575.420410
	Iteration 31Q: 3 clusters Score -1135543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1135544.250000 Penalty: 4575.420410
	Iteration 32Q: 3 clusters Score -1135544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1135544.625000 Penalty: 4575.420410
	Iteration 33Q: 3 clusters Score -1135545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1135548.750000 Penalty: 4575.420410
	Iteration 34Q: 3 clusters Score -1135549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1135549.875000 Penalty: 4575.420410
	Iteration 35Q: 3 clusters Score -1135550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1135556.625000 Penalty: 4575.420410
	Iteration 36Q: 3 clusters Score -1135557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1135558.750000 Penalty: 4575.420410
	Iteration 37Q: 3 clusters Score -1135559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1135559.500000 Penalty: 4575.420410
	Iteration 38Q: 3 clusters Score -1135560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1135560.875000 Penalty: 4575.420410
	Iteration 39Q: 3 clusters Score -1135561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1135559.000000 Penalty: 4575.420410
	Iteration 40F: 3 clusters Score -1135559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1135561.000000 Penalty: 4575.420410
	Iteration 41Q: 3 clusters Score -1135561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1135562.000000 Penalty: 4575.420410
	Iteration 42Q: 3 clusters Score -1135562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1135561.375000 Penalty: 4575.420410
	Iteration 43Q: 3 clusters Score -1135561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1135563.000000 Penalty: 4575.420410
	Iteration 44Q: 3 clusters Score -1135563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1135562.750000 Penalty: 4575.420410
	Iteration 45Q: 3 clusters Score -1135563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1135565.000000 Penalty: 4575.420410
	Iteration 46Q: 3 clusters Score -1135565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1135565.750000 Penalty: 4575.420410
	Iteration 47Q: 3 clusters Score -1135566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1135565.875000 Penalty: 4575.420410
	Iteration 48Q: 3 clusters Score -1135566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1135564.875000 Penalty: 4575.420410
	Iteration 49Q: 3 clusters Score -1135565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1135564.625000 Penalty: 4575.420410
	Iteration 50Q: 3 clusters Score -1135565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1135566.125000 Penalty: 4575.420410
	Iteration 51Q: 3 clusters Score -1135566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1135566.125000 Penalty: 4575.420410
	Iteration 52F: 3 clusters Score -1135566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Entering Unmasked Estep 
Score: -1378943.625000 Penalty: 2337.332031
	Iteration 0F: 2 clusters Score -1378944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1369808.625000 Penalty: 4674.664062
	Iteration 0F: 3 clusters Score -1369809 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1372658.875000 Penalty: 4674.664062
	Iteration 1F: 3 clusters Score -1372659 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1373012.250000 Penalty: 4674.664062
	Iteration 2F: 3 clusters Score -1373012 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1373282.125000 Penalty: 4674.664062
	Iteration 3F: 3 clusters Score -1373282 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1373518.250000 Penalty: 4674.664062
	Iteration 4Q: 3 clusters Score -1373518 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1373757.625000 Penalty: 4674.664062
	Iteration 5Q: 3 clusters Score -1373758 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1374038.500000 Penalty: 4674.664062
	Iteration 6Q: 3 clusters Score -1374038 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1374383.500000 Penalty: 4674.664062
	Iteration 7Q: 3 clusters Score -1374384 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1374787.500000 Penalty: 4674.664062
	Iteration 8Q: 3 clusters Score -1374788 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1375280.250000 Penalty: 4674.664062
	Iteration 9F: 3 clusters Score -1375280 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1375793.000000 Penalty: 4674.664062
	Iteration 10F: 3 clusters Score -1375793 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1376191.625000 Penalty: 4674.664062
	Iteration 11Q: 3 clusters Score -1376192 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1376488.625000 Penalty: 4674.664062
	Iteration 12Q: 3 clusters Score -1376489 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1376694.625000 Penalty: 4674.664062
	Iteration 13Q: 3 clusters Score -1376695 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1376813.875000 Penalty: 4674.664062
	Iteration 14Q: 3 clusters Score -1376814 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1376887.750000 Penalty: 4674.664062
	Iteration 15Q: 3 clusters Score -1376888 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1376969.250000 Penalty: 4674.664062
	Iteration 16Q: 3 clusters Score -1376969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1377021.125000 Penalty: 4674.664062
	Iteration 17Q: 3 clusters Score -1377021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1377040.750000 Penalty: 4674.664062
	Iteration 18Q: 3 clusters Score -1377041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1377060.125000 Penalty: 4674.664062
	Iteration 19Q: 3 clusters Score -1377060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1377072.750000 Penalty: 4674.664062
	Iteration 20F: 3 clusters Score -1377073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1377079.375000 Penalty: 4674.664062
	Iteration 21Q: 3 clusters Score -1377079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1377078.750000 Penalty: 4674.664062
	Iteration 22Q: 3 clusters Score -1377079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1377083.125000 Penalty: 4674.664062
	Iteration 23Q: 3 clusters Score -1377083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1377088.625000 Penalty: 4674.664062
	Iteration 24Q: 3 clusters Score -1377089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1377089.625000 Penalty: 4674.664062
	Iteration 25Q: 3 clusters Score -1377090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1377089.250000 Penalty: 4674.664062
	Iteration 26Q: 3 clusters Score -1377089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1377092.750000 Penalty: 4674.664062
	Iteration 27Q: 3 clusters Score -1377093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1377093.500000 Penalty: 4674.664062
	Iteration 28Q: 3 clusters Score -1377094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1377094.500000 Penalty: 4674.664062
	Iteration 29Q: 3 clusters Score -1377094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1377094.500000 Penalty: 4674.664062
	Iteration 30F: 3 clusters Score -1377094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Entering Unmasked Estep 
Score: -1649010.375000 Penalty: 2365.617432
	Iteration 0F: 2 clusters Score -1649010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1638838.750000 Penalty: 4731.234863
	Iteration 0F: 3 clusters Score -1638839 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1642196.500000 Penalty: 4731.234863
	Iteration 1F: 3 clusters Score -1642196 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1642828.250000 Penalty: 4731.234863
	Iteration 2F: 3 clusters Score -1642828 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1643523.125000 Penalty: 4731.234863
	Iteration 3F: 3 clusters Score -1643523 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1644150.250000 Penalty: 4731.234863
	Iteration 4F: 3 clusters Score -1644150 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1644733.375000 Penalty: 4731.234863
	Iteration 5F: 3 clusters Score -1644733 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1645244.125000 Penalty: 4731.234863
	Iteration 6F: 3 clusters Score -1645244 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1645622.375000 Penalty: 4731.234863
	Iteration 7Q: 3 clusters Score -1645622 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1645924.500000 Penalty: 4731.234863
	Iteration 8Q: 3 clusters Score -1645924 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1646153.125000 Penalty: 4731.234863
	Iteration 9Q: 3 clusters Score -1646153 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1646330.250000 Penalty: 4731.234863
	Iteration 10Q: 3 clusters Score -1646330 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1646487.250000 Penalty: 4731.234863
	Iteration 11Q: 3 clusters Score -1646487 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1646613.500000 Penalty: 4731.234863
	Iteration 12Q: 3 clusters Score -1646614 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1646727.625000 Penalty: 4731.234863
	Iteration 13Q: 3 clusters Score -1646728 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1646817.000000 Penalty: 4731.234863
	Iteration 14Q: 3 clusters Score -1646817 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1646893.250000 Penalty: 4731.234863
	Iteration 15Q: 3 clusters Score -1646893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1646952.125000 Penalty: 4731.234863
	Iteration 16Q: 3 clusters Score -1646952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1647006.125000 Penalty: 4731.234863
	Iteration 17Q: 3 clusters Score -1647006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1647038.250000 Penalty: 4731.234863
	Iteration 18Q: 3 clusters Score -1647038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1647075.625000 Penalty: 4731.234863
	Iteration 19Q: 3 clusters Score -1647076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1647103.500000 Penalty: 4731.234863
	Iteration 20F: 3 clusters Score -1647104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1647129.250000 Penalty: 4731.234863
	Iteration 21Q: 3 clusters Score -1647129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1647143.000000 Penalty: 4731.234863
	Iteration 22Q: 3 clusters Score -1647143 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1647159.125000 Penalty: 4731.234863
	Iteration 23Q: 3 clusters Score -1647159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1647175.375000 Penalty: 4731.234863
	Iteration 24Q: 3 clusters Score -1647175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1647191.250000 Penalty: 4731.234863
	Iteration 25Q: 3 clusters Score -1647191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1647198.625000 Penalty: 4731.234863
	Iteration 26Q: 3 clusters Score -1647199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1647201.750000 Penalty: 4731.234863
	Iteration 27Q: 3 clusters Score -1647202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1647205.250000 Penalty: 4731.234863
	Iteration 28Q: 3 clusters Score -1647205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1647208.250000 Penalty: 4731.234863
	Iteration 29Q: 3 clusters Score -1647208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1647210.375000 Penalty: 4731.234863
	Iteration 30Q: 3 clusters Score -1647210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1647214.125000 Penalty: 4731.234863
	Iteration 31Q: 3 clusters Score -1647214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1647214.750000 Penalty: 4731.234863
	Iteration 32Q: 3 clusters Score -1647215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1647219.125000 Penalty: 4731.234863
	Iteration 33Q: 3 clusters Score -1647219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1647223.125000 Penalty: 4731.234863
	Iteration 34Q: 3 clusters Score -1647223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1647221.875000 Penalty: 4731.234863
	Iteration 35Q: 3 clusters Score -1647222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1647222.375000 Penalty: 4731.234863
	Iteration 36Q: 3 clusters Score -1647222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1647229.250000 Penalty: 4731.234863
	Iteration 37Q: 3 clusters Score -1647229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1647231.000000 Penalty: 4731.234863
	Iteration 38Q: 3 clusters Score -1647231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1647236.250000 Penalty: 4731.234863
	Iteration 39Q: 3 clusters Score -1647236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1647233.875000 Penalty: 4731.234863
	Iteration 40F: 3 clusters Score -1647234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1647234.250000 Penalty: 4731.234863
	Iteration 41Q: 3 clusters Score -1647234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1647234.250000 Penalty: 4731.234863
	Iteration 42F: 3 clusters Score -1647234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Entering Unmasked Estep 
Score: -1216334.125000 Penalty: 2312.048340
	Iteration 0F: 2 clusters Score -1216334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1207883.125000 Penalty: 4624.096680
	Iteration 0F: 3 clusters Score -1207883 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1210386.500000 Penalty: 4624.096680
	Iteration 1F: 3 clusters Score -1210386 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1210726.000000 Penalty: 4624.096680
	Iteration 2F: 3 clusters Score -1210726 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1210961.625000 Penalty: 4624.096680
	Iteration 3F: 3 clusters Score -1210962 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1211154.250000 Penalty: 4624.096680
	Iteration 4Q: 3 clusters Score -1211154 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1211311.875000 Penalty: 4624.096680
	Iteration 5Q: 3 clusters Score -1211312 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1211427.625000 Penalty: 4624.096680
	Iteration 6Q: 3 clusters Score -1211428 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1211527.375000 Penalty: 4624.096680
	Iteration 7Q: 3 clusters Score -1211527 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1211633.875000 Penalty: 4624.096680
	Iteration 8Q: 3 clusters Score -1211634 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1211731.375000 Penalty: 4624.096680
	Iteration 9Q: 3 clusters Score -1211731 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1211831.000000 Penalty: 4624.096680
	Iteration 10Q: 3 clusters Score -1211831 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1211925.500000 Penalty: 4624.096680
	Iteration 11Q: 3 clusters Score -1211926 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1212048.375000 Penalty: 4624.096680
	Iteration 12Q: 3 clusters Score -1212048 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1212177.000000 Penalty: 4624.096680
	Iteration 13Q: 3 clusters Score -1212177 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1212339.500000 Penalty: 4624.096680
	Iteration 14Q: 3 clusters Score -1212340 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1212562.500000 Penalty: 4624.096680
	Iteration 15Q: 3 clusters Score -1212562 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1212832.625000 Penalty: 4624.096680
	Iteration 16Q: 3 clusters Score -1212833 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1213152.625000 Penalty: 4624.096680
	Iteration 17Q: 3 clusters Score -1213153 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1213489.875000 Penalty: 4624.096680
	Iteration 18Q: 3 clusters Score -1213490 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1213788.875000 Penalty: 4624.096680
	Iteration 19Q: 3 clusters Score -1213789 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1214037.250000 Penalty: 4624.096680
	Iteration 20F: 3 clusters Score -1214037 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1214250.750000 Penalty: 4624.096680
	Iteration 21Q: 3 clusters Score -1214251 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1214424.500000 Penalty: 4624.096680
	Iteration 22Q: 3 clusters Score -1214424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1214561.125000 Penalty: 4624.096680
	Iteration 23Q: 3 clusters Score -1214561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1214645.750000 Penalty: 4624.096680
	Iteration 24Q: 3 clusters Score -1214646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1214703.250000 Penalty: 4624.096680
	Iteration 25Q: 3 clusters Score -1214703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1214750.000000 Penalty: 4624.096680
	Iteration 26Q: 3 clusters Score -1214750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1214786.500000 Penalty: 4624.096680
	Iteration 27Q: 3 clusters Score -1214786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1214803.750000 Penalty: 4624.096680
	Iteration 28Q: 3 clusters Score -1214804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1214818.750000 Penalty: 4624.096680
	Iteration 29Q: 3 clusters Score -1214819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1214834.500000 Penalty: 4624.096680
	Iteration 30Q: 3 clusters Score -1214834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1214842.000000 Penalty: 4624.096680
	Iteration 31Q: 3 clusters Score -1214842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1214844.875000 Penalty: 4624.096680
	Iteration 32Q: 3 clusters Score -1214845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1214851.000000 Penalty: 4624.096680
	Iteration 33Q: 3 clusters Score -1214851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1214851.000000 Penalty: 4624.096680
	Iteration 34Q: 3 clusters Score -1214851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1214853.125000 Penalty: 4624.096680
	Iteration 35Q: 3 clusters Score -1214853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1214852.500000 Penalty: 4624.096680
	Iteration 36Q: 3 clusters Score -1214852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1214852.250000 Penalty: 4624.096680
	Iteration 37Q: 3 clusters Score -1214852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1214852.125000 Penalty: 4624.096680
	Iteration 38Q: 3 clusters Score -1214852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1214855.500000 Penalty: 4624.096680
	Iteration 39F: 3 clusters Score -1214856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1214863.375000 Penalty: 4624.096680
	Iteration 40F: 3 clusters Score -1214863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1214862.125000 Penalty: 4624.096680
	Iteration 41Q: 3 clusters Score -1214862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1214863.500000 Penalty: 4624.096680
	Iteration 42Q: 3 clusters Score -1214864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1214866.375000 Penalty: 4624.096680
	Iteration 43Q: 3 clusters Score -1214866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1214866.625000 Penalty: 4624.096680
	Iteration 44Q: 3 clusters Score -1214867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1214866.375000 Penalty: 4624.096680
	Iteration 45Q: 3 clusters Score -1214866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1214866.375000 Penalty: 4624.096680
	Iteration 46F: 3 clusters Score -1214866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120484 members 
Entering Unmasked Estep 
Score: -13785937.000000 Penalty: 2901.419434
	Iteration 0F: 2 clusters Score -1.378594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60606 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -13705662.000000 Penalty: 5802.838867
	Iteration 0F: 3 clusters Score -1.370566e+07 nChanged 57193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -13738166.000000 Penalty: 5802.838867
	Iteration 1F: 3 clusters Score -1.373817e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -13739079.000000 Penalty: 5802.838867
	Iteration 2Q: 3 clusters Score -1.373908e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -13740545.000000 Penalty: 5802.838867
	Iteration 3Q: 3 clusters Score -1.374054e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -13742847.000000 Penalty: 5802.838867
	Iteration 4Q: 3 clusters Score -1.374285e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -13746900.000000 Penalty: 5802.838867
	Iteration 5F: 3 clusters Score -1.37469e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89681 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -13754109.000000 Penalty: 5802.838867
	Iteration 6F: 3 clusters Score -1.375411e+07 nChanged 11171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -13764252.000000 Penalty: 5802.838867
	Iteration 7F: 3 clusters Score -1.376425e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111140 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -13774279.000000 Penalty: 5802.838867
	Iteration 8F: 3 clusters Score -1.377428e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -13780239.000000 Penalty: 5802.838867
	Iteration 9F: 3 clusters Score -1.378024e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119660 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13782448.000000 Penalty: 5802.838867
	Iteration 10Q: 3 clusters Score -1.378245e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120154 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13783023.000000 Penalty: 5802.838867
	Iteration 11Q: 3 clusters Score -1.378302e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120250 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13783165.000000 Penalty: 5802.838867
	Iteration 12Q: 3 clusters Score -1.378316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120284 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13783242.000000 Penalty: 5802.838867
	Iteration 13Q: 3 clusters Score -1.378324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13783280.000000 Penalty: 5802.838867
	Iteration 14Q: 3 clusters Score -1.378328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120303 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13783291.000000 Penalty: 5802.838867
	Iteration 15Q: 3 clusters Score -1.378329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13783310.000000 Penalty: 5802.838867
	Iteration 16Q: 3 clusters Score -1.378331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120309 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13783304.000000 Penalty: 5802.838867
	Iteration 17Q: 3 clusters Score -1.37833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120310 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13783315.000000 Penalty: 5802.838867
	Iteration 18Q: 3 clusters Score -1.378332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120311 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13783324.000000 Penalty: 5802.838867
	Iteration 19Q: 3 clusters Score -1.378332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120312 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13783322.000000 Penalty: 5802.838867
	Iteration 20F: 3 clusters Score -1.378332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Entering Unmasked Estep 
Score: -6955388.000000 Penalty: 2728.235352
	Iteration 0F: 2 clusters Score -6955388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -6915116.000000 Penalty: 5456.470703
	Iteration 0F: 3 clusters Score -6915116 nChanged 27852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -6930985.500000 Penalty: 5456.470703
	Iteration 1F: 3 clusters Score -6930986 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -6932029.500000 Penalty: 5456.470703
	Iteration 2Q: 3 clusters Score -6932030 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -6933362.500000 Penalty: 5456.470703
	Iteration 3F: 3 clusters Score -6933362 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -6935360.000000 Penalty: 5456.470703
	Iteration 4F: 3 clusters Score -6935360 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -6937940.000000 Penalty: 5456.470703
	Iteration 5F: 3 clusters Score -6937940 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -6940659.000000 Penalty: 5456.470703
	Iteration 6F: 3 clusters Score -6940659 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -6943237.000000 Penalty: 5456.470703
	Iteration 7F: 3 clusters Score -6943237 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6945398.500000 Penalty: 5456.470703
	Iteration 8F: 3 clusters Score -6945398 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6947256.000000 Penalty: 5456.470703
	Iteration 9Q: 3 clusters Score -6947256 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -6948744.500000 Penalty: 5456.470703
	Iteration 10Q: 3 clusters Score -6948744 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -6950018.500000 Penalty: 5456.470703
	Iteration 11Q: 3 clusters Score -6950018 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -6950957.500000 Penalty: 5456.470703
	Iteration 12Q: 3 clusters Score -6950958 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -6951684.500000 Penalty: 5456.470703
	Iteration 13Q: 3 clusters Score -6951684 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -6952214.500000 Penalty: 5456.470703
	Iteration 14Q: 3 clusters Score -6952214 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -6952520.500000 Penalty: 5456.470703
	Iteration 15Q: 3 clusters Score -6952520 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -6952742.000000 Penalty: 5456.470703
	Iteration 16Q: 3 clusters Score -6952742 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -6952880.000000 Penalty: 5456.470703
	Iteration 17Q: 3 clusters Score -6952880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -6952964.000000 Penalty: 5456.470703
	Iteration 18Q: 3 clusters Score -6952964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -6953024.500000 Penalty: 5456.470703
	Iteration 19Q: 3 clusters Score -6953024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -6953071.000000 Penalty: 5456.470703
	Iteration 20F: 3 clusters Score -6953071 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -6953121.000000 Penalty: 5456.470703
	Iteration 21Q: 3 clusters Score -6953121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -6953142.000000 Penalty: 5456.470703
	Iteration 22Q: 3 clusters Score -6953142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -6953158.500000 Penalty: 5456.470703
	Iteration 23Q: 3 clusters Score -6953158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -6953167.500000 Penalty: 5456.470703
	Iteration 24Q: 3 clusters Score -6953168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -6953179.500000 Penalty: 5456.470703
	Iteration 25Q: 3 clusters Score -6953180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -6953192.500000 Penalty: 5456.470703
	Iteration 26Q: 3 clusters Score -6953192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -6953209.000000 Penalty: 5456.470703
	Iteration 27Q: 3 clusters Score -6953209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -6953232.000000 Penalty: 5456.470703
	Iteration 28Q: 3 clusters Score -6953232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -6953234.000000 Penalty: 5456.470703
	Iteration 29Q: 3 clusters Score -6953234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -6953252.000000 Penalty: 5456.470703
	Iteration 30Q: 3 clusters Score -6953252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -6953249.500000 Penalty: 5456.470703
	Iteration 31Q: 3 clusters Score -6953250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -6953254.000000 Penalty: 5456.470703
	Iteration 32Q: 3 clusters Score -6953254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -6953265.000000 Penalty: 5456.470703
	Iteration 33Q: 3 clusters Score -6953265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -6953268.000000 Penalty: 5456.470703
	Iteration 34Q: 3 clusters Score -6953268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -6953277.000000 Penalty: 5456.470703
	Iteration 35Q: 3 clusters Score -6953277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -6953278.000000 Penalty: 5456.470703
	Iteration 36Q: 3 clusters Score -6953278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -6953275.000000 Penalty: 5456.470703
	Iteration 37Q: 3 clusters Score -6953275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -6953273.000000 Penalty: 5456.470703
	Iteration 38Q: 3 clusters Score -6953273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -6953266.500000 Penalty: 5456.470703
	Iteration 39Q: 3 clusters Score -6953266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -6953273.000000 Penalty: 5456.470703
	Iteration 40F: 3 clusters Score -6953273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -6953275.500000 Penalty: 5456.470703
	Iteration 41Q: 3 clusters Score -6953276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -6953285.500000 Penalty: 5456.470703
	Iteration 42Q: 3 clusters Score -6953286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -6953285.500000 Penalty: 5456.470703
	Iteration 43F: 3 clusters Score -6953286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Entering Unmasked Estep 
Score: -6952797.000000 Penalty: 2727.111328
	Iteration 0F: 2 clusters Score -6952797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -6912706.500000 Penalty: 5454.222656
	Iteration 0F: 3 clusters Score -6912706 nChanged 27905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -6928246.500000 Penalty: 5454.222656
	Iteration 1F: 3 clusters Score -6928246 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -6928840.500000 Penalty: 5454.222656
	Iteration 2Q: 3 clusters Score -6928840 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -6929507.000000 Penalty: 5454.222656
	Iteration 3Q: 3 clusters Score -6929507 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -6930358.500000 Penalty: 5454.222656
	Iteration 4Q: 3 clusters Score -6930358 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -6931636.000000 Penalty: 5454.222656
	Iteration 5Q: 3 clusters Score -6931636 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -6933760.500000 Penalty: 5454.222656
	Iteration 6F: 3 clusters Score -6933760 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -6936799.500000 Penalty: 5454.222656
	Iteration 7F: 3 clusters Score -6936800 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -6940778.500000 Penalty: 5454.222656
	Iteration 8F: 3 clusters Score -6940778 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -6944712.000000 Penalty: 5454.222656
	Iteration 9F: 3 clusters Score -6944712 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6947546.000000 Penalty: 5454.222656
	Iteration 10F: 3 clusters Score -6947546 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6949174.000000 Penalty: 5454.222656
	Iteration 11Q: 3 clusters Score -6949174 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6949859.000000 Penalty: 5454.222656
	Iteration 12Q: 3 clusters Score -6949859 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6950196.000000 Penalty: 5454.222656
	Iteration 13Q: 3 clusters Score -6950196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6950334.000000 Penalty: 5454.222656
	Iteration 14Q: 3 clusters Score -6950334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6950407.500000 Penalty: 5454.222656
	Iteration 15Q: 3 clusters Score -6950408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6950442.000000 Penalty: 5454.222656
	Iteration 16Q: 3 clusters Score -6950442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6950454.500000 Penalty: 5454.222656
	Iteration 17Q: 3 clusters Score -6950454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6950472.500000 Penalty: 5454.222656
	Iteration 18Q: 3 clusters Score -6950472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6950488.500000 Penalty: 5454.222656
	Iteration 19Q: 3 clusters Score -6950488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6950493.000000 Penalty: 5454.222656
	Iteration 20F: 3 clusters Score -6950493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6950507.000000 Penalty: 5454.222656
	Iteration 21Q: 3 clusters Score -6950507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6950505.500000 Penalty: 5454.222656
	Iteration 22Q: 3 clusters Score -6950506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6950515.500000 Penalty: 5454.222656
	Iteration 23Q: 3 clusters Score -6950516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6950515.000000 Penalty: 5454.222656
	Iteration 24Q: 3 clusters Score -6950515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6950515.500000 Penalty: 5454.222656
	Iteration 25Q: 3 clusters Score -6950516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6950518.500000 Penalty: 5454.222656
	Iteration 26Q: 3 clusters Score -6950518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6950514.500000 Penalty: 5454.222656
	Iteration 27Q: 3 clusters Score -6950514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6950517.000000 Penalty: 5454.222656
	Iteration 28Q: 3 clusters Score -6950517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6950517.000000 Penalty: 5454.222656
	Iteration 29F: 3 clusters Score -6950517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Entering Unmasked Estep 
Score: -685813.562500 Penalty: 2166.808594
	Iteration 0F: 2 clusters Score -685813.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -680520.625000 Penalty: 4333.617188
	Iteration 0F: 3 clusters Score -680520.6 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -681873.750000 Penalty: 4333.617188
	Iteration 1F: 3 clusters Score -681873.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -682220.000000 Penalty: 4333.617188
	Iteration 2F: 3 clusters Score -682220 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -682472.687500 Penalty: 4333.617188
	Iteration 3F: 3 clusters Score -682472.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -682685.687500 Penalty: 4333.617188
	Iteration 4F: 3 clusters Score -682685.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -682894.375000 Penalty: 4333.617188
	Iteration 5Q: 3 clusters Score -682894.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -683066.562500 Penalty: 4333.617188
	Iteration 6Q: 3 clusters Score -683066.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -683225.125000 Penalty: 4333.617188
	Iteration 7Q: 3 clusters Score -683225.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -683364.125000 Penalty: 4333.617188
	Iteration 8Q: 3 clusters Score -683364.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -683481.125000 Penalty: 4333.617188
	Iteration 9Q: 3 clusters Score -683481.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -683583.500000 Penalty: 4333.617188
	Iteration 10Q: 3 clusters Score -683583.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -683677.500000 Penalty: 4333.617188
	Iteration 11Q: 3 clusters Score -683677.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -683747.250000 Penalty: 4333.617188
	Iteration 12Q: 3 clusters Score -683747.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -683792.812500 Penalty: 4333.617188
	Iteration 13Q: 3 clusters Score -683792.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -683827.125000 Penalty: 4333.617188
	Iteration 14Q: 3 clusters Score -683827.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -683857.375000 Penalty: 4333.617188
	Iteration 15Q: 3 clusters Score -683857.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -683886.875000 Penalty: 4333.617188
	Iteration 16Q: 3 clusters Score -683886.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -683912.625000 Penalty: 4333.617188
	Iteration 17Q: 3 clusters Score -683912.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -683932.500000 Penalty: 4333.617188
	Iteration 18Q: 3 clusters Score -683932.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -683940.500000 Penalty: 4333.617188
	Iteration 19Q: 3 clusters Score -683940.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -683951.125000 Penalty: 4333.617188
	Iteration 20F: 3 clusters Score -683951.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -683958.062500 Penalty: 4333.617188
	Iteration 21Q: 3 clusters Score -683958.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -683965.375000 Penalty: 4333.617188
	Iteration 22Q: 3 clusters Score -683965.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -683974.187500 Penalty: 4333.617188
	Iteration 23Q: 3 clusters Score -683974.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -683985.062500 Penalty: 4333.617188
	Iteration 24Q: 3 clusters Score -683985.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -683994.875000 Penalty: 4333.617188
	Iteration 25Q: 3 clusters Score -683994.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -684004.000000 Penalty: 4333.617188
	Iteration 26Q: 3 clusters Score -684004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -684010.062500 Penalty: 4333.617188
	Iteration 27Q: 3 clusters Score -684010.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -684019.875000 Penalty: 4333.617188
	Iteration 28Q: 3 clusters Score -684019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -684026.687500 Penalty: 4333.617188
	Iteration 29Q: 3 clusters Score -684026.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -684034.500000 Penalty: 4333.617188
	Iteration 30Q: 3 clusters Score -684034.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -684041.750000 Penalty: 4333.617188
	Iteration 31Q: 3 clusters Score -684041.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -684047.625000 Penalty: 4333.617188
	Iteration 32Q: 3 clusters Score -684047.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -684056.062500 Penalty: 4333.617188
	Iteration 33Q: 3 clusters Score -684056.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -684066.875000 Penalty: 4333.617188
	Iteration 34Q: 3 clusters Score -684066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -684079.250000 Penalty: 4333.617188
	Iteration 35Q: 3 clusters Score -684079.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -684092.875000 Penalty: 4333.617188
	Iteration 36Q: 3 clusters Score -684092.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -684102.687500 Penalty: 4333.617188
	Iteration 37Q: 3 clusters Score -684102.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -684111.437500 Penalty: 4333.617188
	Iteration 38Q: 3 clusters Score -684111.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -684123.812500 Penalty: 4333.617188
	Iteration 39Q: 3 clusters Score -684123.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -684136.500000 Penalty: 4333.617188
	Iteration 40F: 3 clusters Score -684136.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -684150.375000 Penalty: 4333.617188
	Iteration 41Q: 3 clusters Score -684150.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -684166.312500 Penalty: 4333.617188
	Iteration 42Q: 3 clusters Score -684166.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -684184.875000 Penalty: 4333.617188
	Iteration 43Q: 3 clusters Score -684184.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -684201.812500 Penalty: 4333.617188
	Iteration 44Q: 3 clusters Score -684201.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -684221.562500 Penalty: 4333.617188
	Iteration 45Q: 3 clusters Score -684221.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -684249.625000 Penalty: 4333.617188
	Iteration 46Q: 3 clusters Score -684249.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -684274.437500 Penalty: 4333.617188
	Iteration 47Q: 3 clusters Score -684274.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -684301.250000 Penalty: 4333.617188
	Iteration 48Q: 3 clusters Score -684301.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -684332.500000 Penalty: 4333.617188
	Iteration 49Q: 3 clusters Score -684332.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -684374.250000 Penalty: 4333.617188
	Iteration 50Q: 3 clusters Score -684374.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -684414.062500 Penalty: 4333.617188
	Iteration 51Q: 3 clusters Score -684414.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -684432.062500 Penalty: 4333.617188
	Iteration 52Q: 3 clusters Score -684432.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -684444.562500 Penalty: 4333.617188
	Iteration 53Q: 3 clusters Score -684444.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -684454.000000 Penalty: 4333.617188
	Iteration 54Q: 3 clusters Score -684454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -684469.375000 Penalty: 4333.617188
	Iteration 55Q: 3 clusters Score -684469.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -684479.312500 Penalty: 4333.617188
	Iteration 56Q: 3 clusters Score -684479.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -684486.562500 Penalty: 4333.617188
	Iteration 57Q: 3 clusters Score -684486.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -684495.500000 Penalty: 4333.617188
	Iteration 58Q: 3 clusters Score -684495.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -684502.000000 Penalty: 4333.617188
	Iteration 59Q: 3 clusters Score -684502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -684508.937500 Penalty: 4333.617188
	Iteration 60F: 3 clusters Score -684508.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -684516.187500 Penalty: 4333.617188
	Iteration 61Q: 3 clusters Score -684516.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -684524.937500 Penalty: 4333.617188
	Iteration 62Q: 3 clusters Score -684524.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -684530.625000 Penalty: 4333.617188
	Iteration 63Q: 3 clusters Score -684530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -684530.812500 Penalty: 4333.617188
	Iteration 64Q: 3 clusters Score -684530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -684532.250000 Penalty: 4333.617188
	Iteration 65Q: 3 clusters Score -684532.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -684534.125000 Penalty: 4333.617188
	Iteration 66Q: 3 clusters Score -684534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -684534.937500 Penalty: 4333.617188
	Iteration 67Q: 3 clusters Score -684534.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -684537.437500 Penalty: 4333.617188
	Iteration 68Q: 3 clusters Score -684537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -684536.750000 Penalty: 4333.617188
	Iteration 69Q: 3 clusters Score -684536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -684536.750000 Penalty: 4333.617188
	Iteration 70F: 3 clusters Score -684536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Entering Unmasked Estep 
Score: -700727.000000 Penalty: 2178.168213
	Iteration 0F: 2 clusters Score -700727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -695269.875000 Penalty: 4356.336426
	Iteration 0F: 3 clusters Score -695269.9 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -696670.687500 Penalty: 4356.336426
	Iteration 1F: 3 clusters Score -696670.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -697068.750000 Penalty: 4356.336426
	Iteration 2F: 3 clusters Score -697068.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -697471.062500 Penalty: 4356.336426
	Iteration 3F: 3 clusters Score -697471.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -697847.375000 Penalty: 4356.336426
	Iteration 4F: 3 clusters Score -697847.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -698279.562500 Penalty: 4356.336426
	Iteration 5F: 3 clusters Score -698279.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -698677.875000 Penalty: 4356.336426
	Iteration 6F: 3 clusters Score -698677.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -698993.625000 Penalty: 4356.336426
	Iteration 7F: 3 clusters Score -698993.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -699228.812500 Penalty: 4356.336426
	Iteration 8Q: 3 clusters Score -699228.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -699387.437500 Penalty: 4356.336426
	Iteration 9Q: 3 clusters Score -699387.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -699487.750000 Penalty: 4356.336426
	Iteration 10Q: 3 clusters Score -699487.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -699560.437500 Penalty: 4356.336426
	Iteration 11Q: 3 clusters Score -699560.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -699614.875000 Penalty: 4356.336426
	Iteration 12Q: 3 clusters Score -699614.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -699666.875000 Penalty: 4356.336426
	Iteration 13Q: 3 clusters Score -699666.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -699708.437500 Penalty: 4356.336426
	Iteration 14Q: 3 clusters Score -699708.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -699734.625000 Penalty: 4356.336426
	Iteration 15Q: 3 clusters Score -699734.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -699759.250000 Penalty: 4356.336426
	Iteration 16Q: 3 clusters Score -699759.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -699775.812500 Penalty: 4356.336426
	Iteration 17Q: 3 clusters Score -699775.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -699788.562500 Penalty: 4356.336426
	Iteration 18Q: 3 clusters Score -699788.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -699801.437500 Penalty: 4356.336426
	Iteration 19Q: 3 clusters Score -699801.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -699811.437500 Penalty: 4356.336426
	Iteration 20F: 3 clusters Score -699811.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -699827.875000 Penalty: 4356.336426
	Iteration 21Q: 3 clusters Score -699827.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -699854.500000 Penalty: 4356.336426
	Iteration 22Q: 3 clusters Score -699854.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -699903.625000 Penalty: 4356.336426
	Iteration 23Q: 3 clusters Score -699903.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -699948.500000 Penalty: 4356.336426
	Iteration 24Q: 3 clusters Score -699948.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -699976.750000 Penalty: 4356.336426
	Iteration 25Q: 3 clusters Score -699976.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -700009.125000 Penalty: 4356.336426
	Iteration 26Q: 3 clusters Score -700009.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -700040.812500 Penalty: 4356.336426
	Iteration 27Q: 3 clusters Score -700040.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -700081.125000 Penalty: 4356.336426
	Iteration 28Q: 3 clusters Score -700081.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -700116.250000 Penalty: 4356.336426
	Iteration 29Q: 3 clusters Score -700116.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -700137.875000 Penalty: 4356.336426
	Iteration 30Q: 3 clusters Score -700137.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -700150.687500 Penalty: 4356.336426
	Iteration 31Q: 3 clusters Score -700150.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -700168.187500 Penalty: 4356.336426
	Iteration 32Q: 3 clusters Score -700168.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -700187.000000 Penalty: 4356.336426
	Iteration 33Q: 3 clusters Score -700187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -700208.500000 Penalty: 4356.336426
	Iteration 34Q: 3 clusters Score -700208.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -700232.250000 Penalty: 4356.336426
	Iteration 35Q: 3 clusters Score -700232.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -700248.812500 Penalty: 4356.336426
	Iteration 36Q: 3 clusters Score -700248.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -700282.312500 Penalty: 4356.336426
	Iteration 37Q: 3 clusters Score -700282.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -700320.312500 Penalty: 4356.336426
	Iteration 38Q: 3 clusters Score -700320.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -700339.937500 Penalty: 4356.336426
	Iteration 39Q: 3 clusters Score -700339.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -700365.250000 Penalty: 4356.336426
	Iteration 40F: 3 clusters Score -700365.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -700394.687500 Penalty: 4356.336426
	Iteration 41Q: 3 clusters Score -700394.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -700437.125000 Penalty: 4356.336426
	Iteration 42Q: 3 clusters Score -700437.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -700491.437500 Penalty: 4356.336426
	Iteration 43Q: 3 clusters Score -700491.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -700538.937500 Penalty: 4356.336426
	Iteration 44Q: 3 clusters Score -700538.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -700603.437500 Penalty: 4356.336426
	Iteration 45Q: 3 clusters Score -700603.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -700653.562500 Penalty: 4356.336426
	Iteration 46Q: 3 clusters Score -700653.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -700681.687500 Penalty: 4356.336426
	Iteration 47Q: 3 clusters Score -700681.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -700716.687500 Penalty: 4356.336426
	Iteration 48Q: 3 clusters Score -700716.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -700729.937500 Penalty: 4356.336426
	Iteration 49Q: 3 clusters Score -700729.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -700739.500000 Penalty: 4356.336426
	Iteration 50Q: 3 clusters Score -700739.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -700748.812500 Penalty: 4356.336426
	Iteration 51Q: 3 clusters Score -700748.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -700759.500000 Penalty: 4356.336426
	Iteration 52Q: 3 clusters Score -700759.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -700764.937500 Penalty: 4356.336426
	Iteration 53Q: 3 clusters Score -700764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -700767.062500 Penalty: 4356.336426
	Iteration 54Q: 3 clusters Score -700767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -700767.125000 Penalty: 4356.336426
	Iteration 55Q: 3 clusters Score -700767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -700767.125000 Penalty: 4356.336426
	Iteration 56F: 3 clusters Score -700767.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 13888 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 120484 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 1239 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192390 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 223371 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 144721 members 
Mstep: Class 30 contains 22971 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71302 members 
Mstep: Class 34 contains 34538 members 
Mstep: Class 35 contains 5607 members 
Mstep: Class 36 contains 41040 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 30405 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5566 members 
Mstep: Class 41 contains 1193 members 
Mstep: Class 42 contains 5283 members 
Entering Unmasked Estep 
Score: -225939408.000000 Penalty: 151190.640625
Splitting cluster 11 changes total score from -225940240.000000 to -225939408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Entering Unmasked Estep 
Score: -1352603.250000 Penalty: 2325.590088
	Iteration 0F: 2 clusters Score -1352603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1343770.375000 Penalty: 4651.180176
	Iteration 0F: 3 clusters Score -1343770 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1346403.875000 Penalty: 4651.180176
	Iteration 1F: 3 clusters Score -1346404 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1346722.125000 Penalty: 4651.180176
	Iteration 2F: 3 clusters Score -1346722 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1347021.625000 Penalty: 4651.180176
	Iteration 3Q: 3 clusters Score -1347022 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1347337.250000 Penalty: 4651.180176
	Iteration 4Q: 3 clusters Score -1347337 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1347657.500000 Penalty: 4651.180176
	Iteration 5Q: 3 clusters Score -1347658 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1348004.375000 Penalty: 4651.180176
	Iteration 6Q: 3 clusters Score -1348004 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1348344.125000 Penalty: 4651.180176
	Iteration 7Q: 3 clusters Score -1348344 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1348702.375000 Penalty: 4651.180176
	Iteration 8Q: 3 clusters Score -1348702 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1349089.625000 Penalty: 4651.180176
	Iteration 9Q: 3 clusters Score -1349090 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1349449.375000 Penalty: 4651.180176
	Iteration 10Q: 3 clusters Score -1349449 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1349808.125000 Penalty: 4651.180176
	Iteration 11Q: 3 clusters Score -1349808 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1350136.750000 Penalty: 4651.180176
	Iteration 12Q: 3 clusters Score -1350137 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1350400.875000 Penalty: 4651.180176
	Iteration 13Q: 3 clusters Score -1350401 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1350639.875000 Penalty: 4651.180176
	Iteration 14Q: 3 clusters Score -1350640 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1350847.125000 Penalty: 4651.180176
	Iteration 15Q: 3 clusters Score -1350847 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1351024.000000 Penalty: 4651.180176
	Iteration 16Q: 3 clusters Score -1351024 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1351162.500000 Penalty: 4651.180176
	Iteration 17Q: 3 clusters Score -1351162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1351246.375000 Penalty: 4651.180176
	Iteration 18Q: 3 clusters Score -1351246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1351292.875000 Penalty: 4651.180176
	Iteration 19Q: 3 clusters Score -1351293 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1351323.125000 Penalty: 4651.180176
	Iteration 20F: 3 clusters Score -1351323 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1351346.250000 Penalty: 4651.180176
	Iteration 21Q: 3 clusters Score -1351346 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1351359.125000 Penalty: 4651.180176
	Iteration 22Q: 3 clusters Score -1351359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1351365.125000 Penalty: 4651.180176
	Iteration 23Q: 3 clusters Score -1351365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1351372.000000 Penalty: 4651.180176
	Iteration 24Q: 3 clusters Score -1351372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1351380.750000 Penalty: 4651.180176
	Iteration 25Q: 3 clusters Score -1351381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1351385.375000 Penalty: 4651.180176
	Iteration 26Q: 3 clusters Score -1351385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1351388.500000 Penalty: 4651.180176
	Iteration 27Q: 3 clusters Score -1351388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1351396.625000 Penalty: 4651.180176
	Iteration 28Q: 3 clusters Score -1351397 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1351400.500000 Penalty: 4651.180176
	Iteration 29Q: 3 clusters Score -1351400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1351408.625000 Penalty: 4651.180176
	Iteration 30Q: 3 clusters Score -1351409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1351413.625000 Penalty: 4651.180176
	Iteration 31Q: 3 clusters Score -1351414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1351416.750000 Penalty: 4651.180176
	Iteration 32Q: 3 clusters Score -1351417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1351423.375000 Penalty: 4651.180176
	Iteration 33Q: 3 clusters Score -1351423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1351423.625000 Penalty: 4651.180176
	Iteration 34Q: 3 clusters Score -1351424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1351424.250000 Penalty: 4651.180176
	Iteration 35Q: 3 clusters Score -1351424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1351427.625000 Penalty: 4651.180176
	Iteration 36Q: 3 clusters Score -1351428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1351432.375000 Penalty: 4651.180176
	Iteration 37Q: 3 clusters Score -1351432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1351433.500000 Penalty: 4651.180176
	Iteration 38Q: 3 clusters Score -1351434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1351435.250000 Penalty: 4651.180176
	Iteration 39Q: 3 clusters Score -1351435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1351438.875000 Penalty: 4651.180176
	Iteration 40F: 3 clusters Score -1351439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1351437.500000 Penalty: 4651.180176
	Iteration 41Q: 3 clusters Score -1351438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1351435.625000 Penalty: 4651.180176
	Iteration 42Q: 3 clusters Score -1351436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1351439.500000 Penalty: 4651.180176
	Iteration 43Q: 3 clusters Score -1351440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1351440.500000 Penalty: 4651.180176
	Iteration 44Q: 3 clusters Score -1351440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1351439.000000 Penalty: 4651.180176
	Iteration 45Q: 3 clusters Score -1351439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1351440.375000 Penalty: 4651.180176
	Iteration 46Q: 3 clusters Score -1351440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1351440.625000 Penalty: 4651.180176
	Iteration 47Q: 3 clusters Score -1351441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1351441.000000 Penalty: 4651.180176
	Iteration 48Q: 3 clusters Score -1351441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1351440.375000 Penalty: 4651.180176
	Iteration 49Q: 3 clusters Score -1351440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1351439.375000 Penalty: 4651.180176
	Iteration 50Q: 3 clusters Score -1351439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1351439.375000 Penalty: 4651.180176
	Iteration 51F: 3 clusters Score -1351439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Entering Unmasked Estep 
Score: -3016382.500000 Penalty: 2515.028564
	Iteration 0F: 2 clusters Score -3016382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2998741.250000 Penalty: 5030.057129
	Iteration 0F: 3 clusters Score -2998741 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3004992.250000 Penalty: 5030.057129
	Iteration 1F: 3 clusters Score -3004992 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3005524.000000 Penalty: 5030.057129
	Iteration 2F: 3 clusters Score -3005524 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3006002.250000 Penalty: 5030.057129
	Iteration 3Q: 3 clusters Score -3006002 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -3006520.250000 Penalty: 5030.057129
	Iteration 4Q: 3 clusters Score -3006520 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3007050.750000 Penalty: 5030.057129
	Iteration 5Q: 3 clusters Score -3007051 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3007636.000000 Penalty: 5030.057129
	Iteration 6Q: 3 clusters Score -3007636 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3008186.000000 Penalty: 5030.057129
	Iteration 7Q: 3 clusters Score -3008186 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3008740.250000 Penalty: 5030.057129
	Iteration 8Q: 3 clusters Score -3008740 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3009338.500000 Penalty: 5030.057129
	Iteration 9Q: 3 clusters Score -3009338 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3009848.250000 Penalty: 5030.057129
	Iteration 10Q: 3 clusters Score -3009848 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -3010266.750000 Penalty: 5030.057129
	Iteration 11Q: 3 clusters Score -3010267 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3010568.750000 Penalty: 5030.057129
	Iteration 12Q: 3 clusters Score -3010569 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3010836.750000 Penalty: 5030.057129
	Iteration 13Q: 3 clusters Score -3010837 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3011025.000000 Penalty: 5030.057129
	Iteration 14Q: 3 clusters Score -3011025 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3011185.750000 Penalty: 5030.057129
	Iteration 15Q: 3 clusters Score -3011186 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3011324.750000 Penalty: 5030.057129
	Iteration 16Q: 3 clusters Score -3011325 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3011450.000000 Penalty: 5030.057129
	Iteration 17Q: 3 clusters Score -3011450 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3011524.500000 Penalty: 5030.057129
	Iteration 18Q: 3 clusters Score -3011524 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3011570.750000 Penalty: 5030.057129
	Iteration 19Q: 3 clusters Score -3011571 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3011632.750000 Penalty: 5030.057129
	Iteration 20F: 3 clusters Score -3011633 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3011680.250000 Penalty: 5030.057129
	Iteration 21Q: 3 clusters Score -3011680 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3011720.750000 Penalty: 5030.057129
	Iteration 22Q: 3 clusters Score -3011721 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -3011742.250000 Penalty: 5030.057129
	Iteration 23Q: 3 clusters Score -3011742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3011780.250000 Penalty: 5030.057129
	Iteration 24Q: 3 clusters Score -3011780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3011806.250000 Penalty: 5030.057129
	Iteration 25Q: 3 clusters Score -3011806 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3011822.500000 Penalty: 5030.057129
	Iteration 26Q: 3 clusters Score -3011822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3011844.000000 Penalty: 5030.057129
	Iteration 27Q: 3 clusters Score -3011844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3011856.250000 Penalty: 5030.057129
	Iteration 28Q: 3 clusters Score -3011856 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3011894.750000 Penalty: 5030.057129
	Iteration 29Q: 3 clusters Score -3011895 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3011907.000000 Penalty: 5030.057129
	Iteration 30Q: 3 clusters Score -3011907 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -3011949.000000 Penalty: 5030.057129
	Iteration 31Q: 3 clusters Score -3011949 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3011985.000000 Penalty: 5030.057129
	Iteration 32Q: 3 clusters Score -3011985 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3012015.250000 Penalty: 5030.057129
	Iteration 33Q: 3 clusters Score -3012015 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3012060.500000 Penalty: 5030.057129
	Iteration 34Q: 3 clusters Score -3012060 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3012107.750000 Penalty: 5030.057129
	Iteration 35Q: 3 clusters Score -3012108 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3012148.500000 Penalty: 5030.057129
	Iteration 36Q: 3 clusters Score -3012148 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -3012181.500000 Penalty: 5030.057129
	Iteration 37Q: 3 clusters Score -3012182 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3012218.750000 Penalty: 5030.057129
	Iteration 38Q: 3 clusters Score -3012219 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3012272.500000 Penalty: 5030.057129
	Iteration 39Q: 3 clusters Score -3012272 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3012313.500000 Penalty: 5030.057129
	Iteration 40F: 3 clusters Score -3012314 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -3012354.500000 Penalty: 5030.057129
	Iteration 41Q: 3 clusters Score -3012354 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3012405.500000 Penalty: 5030.057129
	Iteration 42Q: 3 clusters Score -3012406 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3012468.750000 Penalty: 5030.057129
	Iteration 43Q: 3 clusters Score -3012469 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3012523.750000 Penalty: 5030.057129
	Iteration 44Q: 3 clusters Score -3012524 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3012580.000000 Penalty: 5030.057129
	Iteration 45Q: 3 clusters Score -3012580 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3012637.750000 Penalty: 5030.057129
	Iteration 46Q: 3 clusters Score -3012638 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3012673.750000 Penalty: 5030.057129
	Iteration 47Q: 3 clusters Score -3012674 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3012747.750000 Penalty: 5030.057129
	Iteration 48Q: 3 clusters Score -3012748 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3012806.000000 Penalty: 5030.057129
	Iteration 49Q: 3 clusters Score -3012806 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3012860.500000 Penalty: 5030.057129
	Iteration 50Q: 3 clusters Score -3012860 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3012912.500000 Penalty: 5030.057129
	Iteration 51Q: 3 clusters Score -3012912 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3012983.250000 Penalty: 5030.057129
	Iteration 52Q: 3 clusters Score -3012983 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3013058.750000 Penalty: 5030.057129
	Iteration 53Q: 3 clusters Score -3013059 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3013137.250000 Penalty: 5030.057129
	Iteration 54Q: 3 clusters Score -3013137 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3013218.000000 Penalty: 5030.057129
	Iteration 55Q: 3 clusters Score -3013218 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3013299.750000 Penalty: 5030.057129
	Iteration 56Q: 3 clusters Score -3013300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -3013378.250000 Penalty: 5030.057129
	Iteration 57Q: 3 clusters Score -3013378 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3013467.000000 Penalty: 5030.057129
	Iteration 58Q: 3 clusters Score -3013467 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3013533.250000 Penalty: 5030.057129
	Iteration 59Q: 3 clusters Score -3013533 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -3013603.250000 Penalty: 5030.057129
	Iteration 60F: 3 clusters Score -3013603 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3013664.750000 Penalty: 5030.057129
	Iteration 61Q: 3 clusters Score -3013665 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3013700.000000 Penalty: 5030.057129
	Iteration 62Q: 3 clusters Score -3013700 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3013748.000000 Penalty: 5030.057129
	Iteration 63Q: 3 clusters Score -3013748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3013789.250000 Penalty: 5030.057129
	Iteration 64Q: 3 clusters Score -3013789 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3013830.250000 Penalty: 5030.057129
	Iteration 65Q: 3 clusters Score -3013830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3013873.000000 Penalty: 5030.057129
	Iteration 66Q: 3 clusters Score -3013873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3013904.250000 Penalty: 5030.057129
	Iteration 67Q: 3 clusters Score -3013904 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3013944.500000 Penalty: 5030.057129
	Iteration 68Q: 3 clusters Score -3013944 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3014001.750000 Penalty: 5030.057129
	Iteration 69Q: 3 clusters Score -3014002 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3014071.000000 Penalty: 5030.057129
	Iteration 70Q: 3 clusters Score -3014071 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3014130.000000 Penalty: 5030.057129
	Iteration 71Q: 3 clusters Score -3014130 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3014169.750000 Penalty: 5030.057129
	Iteration 72Q: 3 clusters Score -3014170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3014207.000000 Penalty: 5030.057129
	Iteration 73Q: 3 clusters Score -3014207 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3014229.250000 Penalty: 5030.057129
	Iteration 74Q: 3 clusters Score -3014229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -3014250.000000 Penalty: 5030.057129
	Iteration 75Q: 3 clusters Score -3014250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3014260.000000 Penalty: 5030.057129
	Iteration 76Q: 3 clusters Score -3014260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -3014272.500000 Penalty: 5030.057129
	Iteration 77Q: 3 clusters Score -3014272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3014285.250000 Penalty: 5030.057129
	Iteration 78Q: 3 clusters Score -3014285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3014297.000000 Penalty: 5030.057129
	Iteration 79Q: 3 clusters Score -3014297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3014304.750000 Penalty: 5030.057129
	Iteration 80F: 3 clusters Score -3014305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3014311.250000 Penalty: 5030.057129
	Iteration 81Q: 3 clusters Score -3014311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3014319.750000 Penalty: 5030.057129
	Iteration 82Q: 3 clusters Score -3014320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3014327.500000 Penalty: 5030.057129
	Iteration 83Q: 3 clusters Score -3014328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3014332.250000 Penalty: 5030.057129
	Iteration 84Q: 3 clusters Score -3014332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3014338.250000 Penalty: 5030.057129
	Iteration 85Q: 3 clusters Score -3014338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3014343.250000 Penalty: 5030.057129
	Iteration 86Q: 3 clusters Score -3014343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3014352.500000 Penalty: 5030.057129
	Iteration 87Q: 3 clusters Score -3014352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3014361.750000 Penalty: 5030.057129
	Iteration 88Q: 3 clusters Score -3014362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3014372.750000 Penalty: 5030.057129
	Iteration 89Q: 3 clusters Score -3014373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3014374.750000 Penalty: 5030.057129
	Iteration 90Q: 3 clusters Score -3014375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3014384.500000 Penalty: 5030.057129
	Iteration 91Q: 3 clusters Score -3014384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -3014390.000000 Penalty: 5030.057129
	Iteration 92Q: 3 clusters Score -3014390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -3014388.500000 Penalty: 5030.057129
	Iteration 93Q: 3 clusters Score -3014388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3014394.750000 Penalty: 5030.057129
	Iteration 94Q: 3 clusters Score -3014395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3014401.000000 Penalty: 5030.057129
	Iteration 95Q: 3 clusters Score -3014401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3014406.750000 Penalty: 5030.057129
	Iteration 96Q: 3 clusters Score -3014407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -3014407.500000 Penalty: 5030.057129
	Iteration 97Q: 3 clusters Score -3014408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3014409.750000 Penalty: 5030.057129
	Iteration 98Q: 3 clusters Score -3014410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3014408.000000 Penalty: 5030.057129
	Iteration 99Q: 3 clusters Score -3014408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3014410.000000 Penalty: 5030.057129
	Iteration 100F: 3 clusters Score -3014410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3014407.500000 Penalty: 5030.057129
	Iteration 101Q: 3 clusters Score -3014408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3014411.500000 Penalty: 5030.057129
	Iteration 102Q: 3 clusters Score -3014412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3014409.000000 Penalty: 5030.057129
	Iteration 103Q: 3 clusters Score -3014409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3014409.000000 Penalty: 5030.057129
	Iteration 104F: 3 clusters Score -3014409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Entering Unmasked Estep 
Score: -2091113.625000 Penalty: 2432.920898
	Iteration 0F: 2 clusters Score -2091114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2078182.000000 Penalty: 4865.841797
	Iteration 0F: 3 clusters Score -2078182 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2082526.125000 Penalty: 4865.841797
	Iteration 1F: 3 clusters Score -2082526 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2082916.750000 Penalty: 4865.841797
	Iteration 2F: 3 clusters Score -2082917 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2083235.500000 Penalty: 4865.841797
	Iteration 3Q: 3 clusters Score -2083236 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2083506.250000 Penalty: 4865.841797
	Iteration 4Q: 3 clusters Score -2083506 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2083787.000000 Penalty: 4865.841797
	Iteration 5Q: 3 clusters Score -2083787 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2084120.375000 Penalty: 4865.841797
	Iteration 6Q: 3 clusters Score -2084120 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2084536.750000 Penalty: 4865.841797
	Iteration 7Q: 3 clusters Score -2084537 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2085023.000000 Penalty: 4865.841797
	Iteration 8Q: 3 clusters Score -2085023 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2085554.500000 Penalty: 4865.841797
	Iteration 9F: 3 clusters Score -2085554 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2086129.375000 Penalty: 4865.841797
	Iteration 10Q: 3 clusters Score -2086129 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -2086757.125000 Penalty: 4865.841797
	Iteration 11Q: 3 clusters Score -2086757 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2087348.750000 Penalty: 4865.841797
	Iteration 12Q: 3 clusters Score -2087349 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2087815.750000 Penalty: 4865.841797
	Iteration 13Q: 3 clusters Score -2087816 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2088178.875000 Penalty: 4865.841797
	Iteration 14Q: 3 clusters Score -2088179 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2088462.875000 Penalty: 4865.841797
	Iteration 15Q: 3 clusters Score -2088463 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2088655.000000 Penalty: 4865.841797
	Iteration 16Q: 3 clusters Score -2088655 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2088789.875000 Penalty: 4865.841797
	Iteration 17Q: 3 clusters Score -2088790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2088861.750000 Penalty: 4865.841797
	Iteration 18Q: 3 clusters Score -2088862 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2088927.250000 Penalty: 4865.841797
	Iteration 19Q: 3 clusters Score -2088927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2088977.375000 Penalty: 4865.841797
	Iteration 20F: 3 clusters Score -2088977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2088998.000000 Penalty: 4865.841797
	Iteration 21Q: 3 clusters Score -2088998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2089012.750000 Penalty: 4865.841797
	Iteration 22Q: 3 clusters Score -2089013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2089031.500000 Penalty: 4865.841797
	Iteration 23Q: 3 clusters Score -2089032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2089041.750000 Penalty: 4865.841797
	Iteration 24Q: 3 clusters Score -2089042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2089054.625000 Penalty: 4865.841797
	Iteration 25Q: 3 clusters Score -2089055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2089060.250000 Penalty: 4865.841797
	Iteration 26Q: 3 clusters Score -2089060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2089067.500000 Penalty: 4865.841797
	Iteration 27Q: 3 clusters Score -2089068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2089073.125000 Penalty: 4865.841797
	Iteration 28Q: 3 clusters Score -2089073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2089080.500000 Penalty: 4865.841797
	Iteration 29Q: 3 clusters Score -2089080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2089083.125000 Penalty: 4865.841797
	Iteration 30Q: 3 clusters Score -2089083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2089087.125000 Penalty: 4865.841797
	Iteration 31Q: 3 clusters Score -2089087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2089089.250000 Penalty: 4865.841797
	Iteration 32Q: 3 clusters Score -2089089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2089089.750000 Penalty: 4865.841797
	Iteration 33Q: 3 clusters Score -2089090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2089094.000000 Penalty: 4865.841797
	Iteration 34Q: 3 clusters Score -2089094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2089095.500000 Penalty: 4865.841797
	Iteration 35Q: 3 clusters Score -2089096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2089098.125000 Penalty: 4865.841797
	Iteration 36Q: 3 clusters Score -2089098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2089099.500000 Penalty: 4865.841797
	Iteration 37Q: 3 clusters Score -2089100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2089099.500000 Penalty: 4865.841797
	Iteration 38F: 3 clusters Score -2089100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -820519.875000 Penalty: 2210.593750
	Iteration 0F: 2 clusters Score -820519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -814449.812500 Penalty: 4421.187500
	Iteration 0F: 3 clusters Score -814449.8 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -816182.500000 Penalty: 4421.187500
	Iteration 1F: 3 clusters Score -816182.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816573.000000 Penalty: 4421.187500
	Iteration 2F: 3 clusters Score -816573 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -816859.750000 Penalty: 4421.187500
	Iteration 3F: 3 clusters Score -816859.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -817077.812500 Penalty: 4421.187500
	Iteration 4F: 3 clusters Score -817077.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -817251.750000 Penalty: 4421.187500
	Iteration 5Q: 3 clusters Score -817251.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -817422.187500 Penalty: 4421.187500
	Iteration 6Q: 3 clusters Score -817422.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -817590.125000 Penalty: 4421.187500
	Iteration 7Q: 3 clusters Score -817590.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -817784.562500 Penalty: 4421.187500
	Iteration 8Q: 3 clusters Score -817784.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -818054.687500 Penalty: 4421.187500
	Iteration 9Q: 3 clusters Score -818054.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -818325.437500 Penalty: 4421.187500
	Iteration 10F: 3 clusters Score -818325.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -818550.187500 Penalty: 4421.187500
	Iteration 11Q: 3 clusters Score -818550.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -818729.937500 Penalty: 4421.187500
	Iteration 12Q: 3 clusters Score -818729.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -818873.187500 Penalty: 4421.187500
	Iteration 13Q: 3 clusters Score -818873.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -819016.875000 Penalty: 4421.187500
	Iteration 14Q: 3 clusters Score -819016.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -819135.000000 Penalty: 4421.187500
	Iteration 15Q: 3 clusters Score -819135 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -819205.812500 Penalty: 4421.187500
	Iteration 16Q: 3 clusters Score -819205.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -819250.000000 Penalty: 4421.187500
	Iteration 17Q: 3 clusters Score -819250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -819285.562500 Penalty: 4421.187500
	Iteration 18Q: 3 clusters Score -819285.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -819318.125000 Penalty: 4421.187500
	Iteration 19Q: 3 clusters Score -819318.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -819342.812500 Penalty: 4421.187500
	Iteration 20F: 3 clusters Score -819342.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -819357.687500 Penalty: 4421.187500
	Iteration 21Q: 3 clusters Score -819357.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -819365.500000 Penalty: 4421.187500
	Iteration 22Q: 3 clusters Score -819365.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -819375.875000 Penalty: 4421.187500
	Iteration 23Q: 3 clusters Score -819375.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -819378.687500 Penalty: 4421.187500
	Iteration 24Q: 3 clusters Score -819378.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -819381.625000 Penalty: 4421.187500
	Iteration 25Q: 3 clusters Score -819381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -819385.875000 Penalty: 4421.187500
	Iteration 26Q: 3 clusters Score -819385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -819384.250000 Penalty: 4421.187500
	Iteration 27Q: 3 clusters Score -819384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -819384.750000 Penalty: 4421.187500
	Iteration 28Q: 3 clusters Score -819384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -819385.500000 Penalty: 4421.187500
	Iteration 29Q: 3 clusters Score -819385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -819387.812500 Penalty: 4421.187500
	Iteration 30Q: 3 clusters Score -819387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -819387.687500 Penalty: 4421.187500
	Iteration 31Q: 3 clusters Score -819387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -819388.750000 Penalty: 4421.187500
	Iteration 32Q: 3 clusters Score -819388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -819388.750000 Penalty: 4421.187500
	Iteration 33F: 3 clusters Score -819388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (239529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239529 members 
Entering Unmasked Estep 
Score: -27818054.000000 Penalty: 3071.834473
	Iteration 0F: 2 clusters Score -2.781805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119824 members 
Mstep: Class 2 contains 119705 members 
Entering Unmasked Estep 
Score: -27672608.000000 Penalty: 6143.668945
	Iteration 0F: 3 clusters Score -2.767261e+07 nChanged 115543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116483 members 
Mstep: Class 2 contains 123046 members 
Entering Unmasked Estep 
Score: -27741340.000000 Penalty: 6143.668945
	Iteration 1F: 3 clusters Score -2.774134e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114071 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -27743462.000000 Penalty: 6143.668945
	Iteration 2Q: 3 clusters Score -2.774346e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110426 members 
Mstep: Class 2 contains 129103 members 
Entering Unmasked Estep 
Score: -27746478.000000 Penalty: 6143.668945
	Iteration 3Q: 3 clusters Score -2.774648e+07 nChanged 11136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105150 members 
Mstep: Class 2 contains 134379 members 
Entering Unmasked Estep 
Score: -27750826.000000 Penalty: 6143.668945
	Iteration 4Q: 3 clusters Score -2.775083e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Mstep: Class 2 contains 141855 members 
Entering Unmasked Estep 
Score: -27756192.000000 Penalty: 6143.668945
	Iteration 5F: 3 clusters Score -2.775619e+07 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -27763180.000000 Penalty: 6143.668945
	Iteration 6F: 3 clusters Score -2.776318e+07 nChanged 14652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 162953 members 
Entering Unmasked Estep 
Score: -27770554.000000 Penalty: 6143.668945
	Iteration 7F: 3 clusters Score -2.777055e+07 nChanged 14609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 175960 members 
Entering Unmasked Estep 
Score: -27777526.000000 Penalty: 6143.668945
	Iteration 8F: 3 clusters Score -2.777753e+07 nChanged 14674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 189948 members 
Entering Unmasked Estep 
Score: -27784532.000000 Penalty: 6143.668945
	Iteration 9F: 3 clusters Score -2.778453e+07 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 203719 members 
Entering Unmasked Estep 
Score: -27791798.000000 Penalty: 6143.668945
	Iteration 10F: 3 clusters Score -2.77918e+07 nChanged 12473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 216148 members 
Entering Unmasked Estep 
Score: -27798868.000000 Penalty: 6143.668945
	Iteration 11F: 3 clusters Score -2.779887e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 225999 members 
Entering Unmasked Estep 
Score: -27805700.000000 Penalty: 6143.668945
	Iteration 12Q: 3 clusters Score -2.78057e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 232706 members 
Entering Unmasked Estep 
Score: -27810310.000000 Penalty: 6143.668945
	Iteration 13Q: 3 clusters Score -2.781031e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 236346 members 
Entering Unmasked Estep 
Score: -27813116.000000 Penalty: 6143.668945
	Iteration 14Q: 3 clusters Score -2.781312e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 237989 members 
Entering Unmasked Estep 
Score: -27814450.000000 Penalty: 6143.668945
	Iteration 15Q: 3 clusters Score -2.781445e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 238618 members 
Entering Unmasked Estep 
Score: -27815032.000000 Penalty: 6143.668945
	Iteration 16Q: 3 clusters Score -2.781503e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 238858 members 
Entering Unmasked Estep 
Score: -27815246.000000 Penalty: 6143.668945
	Iteration 17Q: 3 clusters Score -2.781525e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 238976 members 
Entering Unmasked Estep 
Score: -27815376.000000 Penalty: 6143.668945
	Iteration 18Q: 3 clusters Score -2.781538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 239030 members 
Entering Unmasked Estep 
Score: -27815416.000000 Penalty: 6143.668945
	Iteration 19Q: 3 clusters Score -2.781542e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 239064 members 
Entering Unmasked Estep 
Score: -27815476.000000 Penalty: 6143.668945
	Iteration 20F: 3 clusters Score -2.781548e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 239086 members 
Entering Unmasked Estep 
Score: -27815478.000000 Penalty: 6143.668945
	Iteration 21Q: 3 clusters Score -2.781548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 239095 members 
Entering Unmasked Estep 
Score: -27815514.000000 Penalty: 6143.668945
	Iteration 22Q: 3 clusters Score -2.781551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 239098 members 
Entering Unmasked Estep 
Score: -27815508.000000 Penalty: 6143.668945
	Iteration 23Q: 3 clusters Score -2.781551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 239100 members 
Entering Unmasked Estep 
Score: -27815518.000000 Penalty: 6143.668945
	Iteration 24Q: 3 clusters Score -2.781552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 239107 members 
Entering Unmasked Estep 
Score: -27815522.000000 Penalty: 6143.668945
	Iteration 25Q: 3 clusters Score -2.781552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 239106 members 
Entering Unmasked Estep 
Score: -27815528.000000 Penalty: 6143.668945
	Iteration 26Q: 3 clusters Score -2.781553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 239108 members 
Entering Unmasked Estep 
Score: -27815544.000000 Penalty: 6143.668945
	Iteration 27Q: 3 clusters Score -2.781554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 239109 members 
Entering Unmasked Estep 
Score: -27815550.000000 Penalty: 6143.668945
	Iteration 28Q: 3 clusters Score -2.781555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 239110 members 
Entering Unmasked Estep 
Score: -27815544.000000 Penalty: 6143.668945
	Iteration 29Q: 3 clusters Score -2.781554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 239111 members 
Entering Unmasked Estep 
Score: -27815548.000000 Penalty: 6143.668945
	Iteration 30Q: 3 clusters Score -2.781555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 239112 members 
Entering Unmasked Estep 
Score: -27815552.000000 Penalty: 6143.668945
	Iteration 31Q: 3 clusters Score -2.781555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 239113 members 
Entering Unmasked Estep 
Score: -27815558.000000 Penalty: 6143.668945
	Iteration 32Q: 3 clusters Score -2.781556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 239111 members 
Entering Unmasked Estep 
Score: -27815556.000000 Penalty: 6143.668945
	Iteration 33Q: 3 clusters Score -2.781556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 239112 members 
Entering Unmasked Estep 
Score: -27815566.000000 Penalty: 6143.668945
	Iteration 34Q: 3 clusters Score -2.781557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 239112 members 
Entering Unmasked Estep 
Score: -27815566.000000 Penalty: 6143.668945
	Iteration 35F: 3 clusters Score -2.781557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (269716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269716 members 
Entering Unmasked Estep 
Score: -31444190.000000 Penalty: 3101.270996
	Iteration 0F: 2 clusters Score -3.144419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134784 members 
Mstep: Class 2 contains 134932 members 
Entering Unmasked Estep 
Score: -31283500.000000 Penalty: 6202.541992
	Iteration 0F: 3 clusters Score -3.12835e+07 nChanged 130240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133000 members 
Mstep: Class 2 contains 136716 members 
Entering Unmasked Estep 
Score: -31360586.000000 Penalty: 6202.541992
	Iteration 1F: 3 clusters Score -3.136059e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131691 members 
Mstep: Class 2 contains 138025 members 
Entering Unmasked Estep 
Score: -31362134.000000 Penalty: 6202.541992
	Iteration 2Q: 3 clusters Score -3.136213e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129617 members 
Mstep: Class 2 contains 140099 members 
Entering Unmasked Estep 
Score: -31364108.000000 Penalty: 6202.541992
	Iteration 3Q: 3 clusters Score -3.136411e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126697 members 
Mstep: Class 2 contains 143019 members 
Entering Unmasked Estep 
Score: -31366466.000000 Penalty: 6202.541992
	Iteration 4Q: 3 clusters Score -3.136647e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122625 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -31369738.000000 Penalty: 6202.541992
	Iteration 5Q: 3 clusters Score -3.136974e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116853 members 
Mstep: Class 2 contains 152863 members 
Entering Unmasked Estep 
Score: -31373834.000000 Penalty: 6202.541992
	Iteration 6Q: 3 clusters Score -3.137383e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -31379368.000000 Penalty: 6202.541992
	Iteration 7Q: 3 clusters Score -3.137937e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98403 members 
Mstep: Class 2 contains 171313 members 
Entering Unmasked Estep 
Score: -31386616.000000 Penalty: 6202.541992
	Iteration 8F: 3 clusters Score -3.138662e+07 nChanged 15388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85661 members 
Mstep: Class 2 contains 184055 members 
Entering Unmasked Estep 
Score: -31395168.000000 Penalty: 6202.541992
	Iteration 9F: 3 clusters Score -3.139517e+07 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 198002 members 
Entering Unmasked Estep 
Score: -31404336.000000 Penalty: 6202.541992
	Iteration 10F: 3 clusters Score -3.140434e+07 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 211423 members 
Entering Unmasked Estep 
Score: -31412334.000000 Penalty: 6202.541992
	Iteration 11F: 3 clusters Score -3.141233e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 222825 members 
Entering Unmasked Estep 
Score: -31418134.000000 Penalty: 6202.541992
	Iteration 12Q: 3 clusters Score -3.141813e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 232030 members 
Entering Unmasked Estep 
Score: -31422534.000000 Penalty: 6202.541992
	Iteration 13Q: 3 clusters Score -3.142253e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 239247 members 
Entering Unmasked Estep 
Score: -31425472.000000 Penalty: 6202.541992
	Iteration 14Q: 3 clusters Score -3.142547e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 245022 members 
Entering Unmasked Estep 
Score: -31428044.000000 Penalty: 6202.541992
	Iteration 15Q: 3 clusters Score -3.142804e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 249877 members 
Entering Unmasked Estep 
Score: -31430054.000000 Penalty: 6202.541992
	Iteration 16Q: 3 clusters Score -3.143005e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 253840 members 
Entering Unmasked Estep 
Score: -31432154.000000 Penalty: 6202.541992
	Iteration 17Q: 3 clusters Score -3.143215e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 257126 members 
Entering Unmasked Estep 
Score: -31433882.000000 Penalty: 6202.541992
	Iteration 18Q: 3 clusters Score -3.143388e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 259838 members 
Entering Unmasked Estep 
Score: -31435186.000000 Penalty: 6202.541992
	Iteration 19Q: 3 clusters Score -3.143519e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 262059 members 
Entering Unmasked Estep 
Score: -31436478.000000 Penalty: 6202.541992
	Iteration 20F: 3 clusters Score -3.143648e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 263825 members 
Entering Unmasked Estep 
Score: -31437660.000000 Penalty: 6202.541992
	Iteration 21Q: 3 clusters Score -3.143766e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 265230 members 
Entering Unmasked Estep 
Score: -31438620.000000 Penalty: 6202.541992
	Iteration 22Q: 3 clusters Score -3.143862e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 266279 members 
Entering Unmasked Estep 
Score: -31439340.000000 Penalty: 6202.541992
	Iteration 23Q: 3 clusters Score -3.143934e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 267032 members 
Entering Unmasked Estep 
Score: -31439872.000000 Penalty: 6202.541992
	Iteration 24Q: 3 clusters Score -3.143987e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 267576 members 
Entering Unmasked Estep 
Score: -31440324.000000 Penalty: 6202.541992
	Iteration 25Q: 3 clusters Score -3.144032e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 267971 members 
Entering Unmasked Estep 
Score: -31440692.000000 Penalty: 6202.541992
	Iteration 26Q: 3 clusters Score -3.144069e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 268247 members 
Entering Unmasked Estep 
Score: -31440880.000000 Penalty: 6202.541992
	Iteration 27Q: 3 clusters Score -3.144088e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 268433 members 
Entering Unmasked Estep 
Score: -31441022.000000 Penalty: 6202.541992
	Iteration 28Q: 3 clusters Score -3.144102e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 268546 members 
Entering Unmasked Estep 
Score: -31441146.000000 Penalty: 6202.541992
	Iteration 29Q: 3 clusters Score -3.144115e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 268641 members 
Entering Unmasked Estep 
Score: -31441240.000000 Penalty: 6202.541992
	Iteration 30Q: 3 clusters Score -3.144124e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 268704 members 
Entering Unmasked Estep 
Score: -31441286.000000 Penalty: 6202.541992
	Iteration 31Q: 3 clusters Score -3.144129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 268749 members 
Entering Unmasked Estep 
Score: -31441264.000000 Penalty: 6202.541992
	Iteration 32Q: 3 clusters Score -3.144126e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 268786 members 
Entering Unmasked Estep 
Score: -31441292.000000 Penalty: 6202.541992
	Iteration 33Q: 3 clusters Score -3.144129e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 268813 members 
Entering Unmasked Estep 
Score: -31441310.000000 Penalty: 6202.541992
	Iteration 34Q: 3 clusters Score -3.144131e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 268836 members 
Entering Unmasked Estep 
Score: -31441308.000000 Penalty: 6202.541992
	Iteration 35Q: 3 clusters Score -3.144131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 268849 members 
Entering Unmasked Estep 
Score: -31441336.000000 Penalty: 6202.541992
	Iteration 36Q: 3 clusters Score -3.144134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 268865 members 
Entering Unmasked Estep 
Score: -31441360.000000 Penalty: 6202.541992
	Iteration 37Q: 3 clusters Score -3.144136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 268882 members 
Entering Unmasked Estep 
Score: -31441376.000000 Penalty: 6202.541992
	Iteration 38Q: 3 clusters Score -3.144138e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 268894 members 
Entering Unmasked Estep 
Score: -31441376.000000 Penalty: 6202.541992
	Iteration 39Q: 3 clusters Score -3.144138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 268908 members 
Entering Unmasked Estep 
Score: -31441388.000000 Penalty: 6202.541992
	Iteration 40F: 3 clusters Score -3.144139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 268916 members 
Entering Unmasked Estep 
Score: -31441416.000000 Penalty: 6202.541992
	Iteration 41Q: 3 clusters Score -3.144142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 268920 members 
Entering Unmasked Estep 
Score: -31441420.000000 Penalty: 6202.541992
	Iteration 42Q: 3 clusters Score -3.144142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 268924 members 
Entering Unmasked Estep 
Score: -31441432.000000 Penalty: 6202.541992
	Iteration 43Q: 3 clusters Score -3.144143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 268932 members 
Entering Unmasked Estep 
Score: -31441448.000000 Penalty: 6202.541992
	Iteration 44Q: 3 clusters Score -3.144145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 268937 members 
Entering Unmasked Estep 
Score: -31441466.000000 Penalty: 6202.541992
	Iteration 45Q: 3 clusters Score -3.144147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 268940 members 
Entering Unmasked Estep 
Score: -31441462.000000 Penalty: 6202.541992
	Iteration 46Q: 3 clusters Score -3.144146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 268944 members 
Entering Unmasked Estep 
Score: -31441474.000000 Penalty: 6202.541992
	Iteration 47Q: 3 clusters Score -3.144147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 268952 members 
Entering Unmasked Estep 
Score: -31441468.000000 Penalty: 6202.541992
	Iteration 48Q: 3 clusters Score -3.144147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 268955 members 
Entering Unmasked Estep 
Score: -31441476.000000 Penalty: 6202.541992
	Iteration 49Q: 3 clusters Score -3.144148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 268958 members 
Entering Unmasked Estep 
Score: -31441462.000000 Penalty: 6202.541992
	Iteration 50Q: 3 clusters Score -3.144146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 268960 members 
Entering Unmasked Estep 
Score: -31441476.000000 Penalty: 6202.541992
	Iteration 51Q: 3 clusters Score -3.144148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 268962 members 
Entering Unmasked Estep 
Score: -31441470.000000 Penalty: 6202.541992
	Iteration 52Q: 3 clusters Score -3.144147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 268964 members 
Entering Unmasked Estep 
Score: -31441462.000000 Penalty: 6202.541992
	Iteration 53Q: 3 clusters Score -3.144146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 268966 members 
Entering Unmasked Estep 
Score: -31441476.000000 Penalty: 6202.541992
	Iteration 54Q: 3 clusters Score -3.144148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 268967 members 
Entering Unmasked Estep 
Score: -31441478.000000 Penalty: 6202.541992
	Iteration 55Q: 3 clusters Score -3.144148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 268967 members 
Entering Unmasked Estep 
Score: -31441478.000000 Penalty: 6202.541992
	Iteration 56F: 3 clusters Score -3.144148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192390 members 
Entering Unmasked Estep 
Score: -22399648.000000 Penalty: 3017.485596
	Iteration 0F: 2 clusters Score -2.239965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -22275590.000000 Penalty: 6034.971191
	Iteration 0F: 3 clusters Score -2.227559e+07 nChanged 92480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94247 members 
Mstep: Class 2 contains 98143 members 
Entering Unmasked Estep 
Score: -22330128.000000 Penalty: 6034.971191
	Iteration 1F: 3 clusters Score -2.233013e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -22331444.000000 Penalty: 6034.971191
	Iteration 2Q: 3 clusters Score -2.233144e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91191 members 
Mstep: Class 2 contains 101199 members 
Entering Unmasked Estep 
Score: -22333006.000000 Penalty: 6034.971191
	Iteration 3Q: 3 clusters Score -2.233301e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -22335264.000000 Penalty: 6034.971191
	Iteration 4Q: 3 clusters Score -2.233526e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -22338978.000000 Penalty: 6034.971191
	Iteration 5Q: 3 clusters Score -2.233898e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -22344624.000000 Penalty: 6034.971191
	Iteration 6F: 3 clusters Score -2.234462e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -22352824.000000 Penalty: 6034.971191
	Iteration 7F: 3 clusters Score -2.235282e+07 nChanged 13834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 131609 members 
Entering Unmasked Estep 
Score: -22364010.000000 Penalty: 6034.971191
	Iteration 8F: 3 clusters Score -2.236401e+07 nChanged 12896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 139777 members 
Entering Unmasked Estep 
Score: -22375250.000000 Penalty: 6034.971191
	Iteration 9F: 3 clusters Score -2.237525e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 145524 members 
Entering Unmasked Estep 
Score: -22384312.000000 Penalty: 6034.971191
	Iteration 10F: 3 clusters Score -2.238431e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 149096 members 
Entering Unmasked Estep 
Score: -22389588.000000 Penalty: 6034.971191
	Iteration 11Q: 3 clusters Score -2.238959e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -22392668.000000 Penalty: 6034.971191
	Iteration 12Q: 3 clusters Score -2.239267e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 154223 members 
Entering Unmasked Estep 
Score: -22394970.000000 Penalty: 6034.971191
	Iteration 13Q: 3 clusters Score -2.239497e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 156294 members 
Entering Unmasked Estep 
Score: -22396748.000000 Penalty: 6034.971191
	Iteration 14Q: 3 clusters Score -2.239675e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -22397940.000000 Penalty: 6034.971191
	Iteration 15Q: 3 clusters Score -2.239794e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -22398618.000000 Penalty: 6034.971191
	Iteration 16Q: 3 clusters Score -2.239862e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 160452 members 
Entering Unmasked Estep 
Score: -22399020.000000 Penalty: 6034.971191
	Iteration 17Q: 3 clusters Score -2.239902e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -22399358.000000 Penalty: 6034.971191
	Iteration 18Q: 3 clusters Score -2.239936e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 162337 members 
Entering Unmasked Estep 
Score: -22399592.000000 Penalty: 6034.971191
	Iteration 19Q: 3 clusters Score -2.239959e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -22399658.000000 Penalty: 6034.971191
	Iteration 20F: 3 clusters Score -2.239966e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -22399758.000000 Penalty: 6034.971191
	Iteration 21Q: 3 clusters Score -2.239976e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 164351 members 
Entering Unmasked Estep 
Score: -22399842.000000 Penalty: 6034.971191
	Iteration 22Q: 3 clusters Score -2.239984e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -22399992.000000 Penalty: 6034.971191
	Iteration 23Q: 3 clusters Score -2.239999e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 165443 members 
Entering Unmasked Estep 
Score: -22399984.000000 Penalty: 6034.971191
	Iteration 24Q: 3 clusters Score -2.239998e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 165911 members 
Entering Unmasked Estep 
Score: -22399980.000000 Penalty: 6034.971191
	Iteration 25Q: 3 clusters Score -2.239998e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 166348 members 
Entering Unmasked Estep 
Score: -22399976.000000 Penalty: 6034.971191
	Iteration 26Q: 3 clusters Score -2.239998e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 166796 members 
Entering Unmasked Estep 
Score: -22399926.000000 Penalty: 6034.971191
	Iteration 27Q: 3 clusters Score -2.239993e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 167222 members 
Entering Unmasked Estep 
Score: -22399940.000000 Penalty: 6034.971191
	Iteration 28Q: 3 clusters Score -2.239994e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -22399944.000000 Penalty: 6034.971191
	Iteration 29Q: 3 clusters Score -2.239994e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 168050 members 
Entering Unmasked Estep 
Score: -22399922.000000 Penalty: 6034.971191
	Iteration 30Q: 3 clusters Score -2.239992e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 168444 members 
Entering Unmasked Estep 
Score: -22399882.000000 Penalty: 6034.971191
	Iteration 31Q: 3 clusters Score -2.239988e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 168803 members 
Entering Unmasked Estep 
Score: -22399890.000000 Penalty: 6034.971191
	Iteration 32Q: 3 clusters Score -2.239989e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 169145 members 
Entering Unmasked Estep 
Score: -22399866.000000 Penalty: 6034.971191
	Iteration 33Q: 3 clusters Score -2.239987e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 169465 members 
Entering Unmasked Estep 
Score: -22399844.000000 Penalty: 6034.971191
	Iteration 34Q: 3 clusters Score -2.239984e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 169762 members 
Entering Unmasked Estep 
Score: -22399892.000000 Penalty: 6034.971191
	Iteration 35Q: 3 clusters Score -2.239989e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 170040 members 
Entering Unmasked Estep 
Score: -22399924.000000 Penalty: 6034.971191
	Iteration 36Q: 3 clusters Score -2.239992e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 170279 members 
Entering Unmasked Estep 
Score: -22399908.000000 Penalty: 6034.971191
	Iteration 37Q: 3 clusters Score -2.239991e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 170501 members 
Entering Unmasked Estep 
Score: -22399916.000000 Penalty: 6034.971191
	Iteration 38Q: 3 clusters Score -2.239992e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -22399892.000000 Penalty: 6034.971191
	Iteration 39Q: 3 clusters Score -2.239989e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 170917 members 
Entering Unmasked Estep 
Score: -22399900.000000 Penalty: 6034.971191
	Iteration 40F: 3 clusters Score -2.23999e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 171099 members 
Entering Unmasked Estep 
Score: -22399890.000000 Penalty: 6034.971191
	Iteration 41Q: 3 clusters Score -2.239989e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -22399834.000000 Penalty: 6034.971191
	Iteration 42Q: 3 clusters Score -2.239983e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -22399886.000000 Penalty: 6034.971191
	Iteration 43Q: 3 clusters Score -2.239989e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -22399846.000000 Penalty: 6034.971191
	Iteration 44Q: 3 clusters Score -2.239985e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -22399818.000000 Penalty: 6034.971191
	Iteration 45Q: 3 clusters Score -2.239982e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 171862 members 
Entering Unmasked Estep 
Score: -22399810.000000 Penalty: 6034.971191
	Iteration 46Q: 3 clusters Score -2.239981e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 171985 members 
Entering Unmasked Estep 
Score: -22399838.000000 Penalty: 6034.971191
	Iteration 47Q: 3 clusters Score -2.239984e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -22399890.000000 Penalty: 6034.971191
	Iteration 48Q: 3 clusters Score -2.239989e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 172239 members 
Entering Unmasked Estep 
Score: -22399868.000000 Penalty: 6034.971191
	Iteration 49Q: 3 clusters Score -2.239987e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 172367 members 
Entering Unmasked Estep 
Score: -22399872.000000 Penalty: 6034.971191
	Iteration 50Q: 3 clusters Score -2.239987e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -22399882.000000 Penalty: 6034.971191
	Iteration 51Q: 3 clusters Score -2.239988e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 172608 members 
Entering Unmasked Estep 
Score: -22399884.000000 Penalty: 6034.971191
	Iteration 52Q: 3 clusters Score -2.239988e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 172712 members 
Entering Unmasked Estep 
Score: -22399902.000000 Penalty: 6034.971191
	Iteration 53Q: 3 clusters Score -2.23999e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 172816 members 
Entering Unmasked Estep 
Score: -22399856.000000 Penalty: 6034.971191
	Iteration 54Q: 3 clusters Score -2.239986e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 172918 members 
Entering Unmasked Estep 
Score: -22399842.000000 Penalty: 6034.971191
	Iteration 55Q: 3 clusters Score -2.239984e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 173011 members 
Entering Unmasked Estep 
Score: -22399814.000000 Penalty: 6034.971191
	Iteration 56Q: 3 clusters Score -2.239981e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 173096 members 
Entering Unmasked Estep 
Score: -22399838.000000 Penalty: 6034.971191
	Iteration 57Q: 3 clusters Score -2.239984e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 173186 members 
Entering Unmasked Estep 
Score: -22399824.000000 Penalty: 6034.971191
	Iteration 58Q: 3 clusters Score -2.239982e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 173277 members 
Entering Unmasked Estep 
Score: -22399830.000000 Penalty: 6034.971191
	Iteration 59Q: 3 clusters Score -2.239983e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 173370 members 
Entering Unmasked Estep 
Score: -22399808.000000 Penalty: 6034.971191
	Iteration 60F: 3 clusters Score -2.239981e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 173456 members 
Entering Unmasked Estep 
Score: -22399796.000000 Penalty: 6034.971191
	Iteration 61Q: 3 clusters Score -2.23998e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 173529 members 
Entering Unmasked Estep 
Score: -22399788.000000 Penalty: 6034.971191
	Iteration 62Q: 3 clusters Score -2.239979e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 173612 members 
Entering Unmasked Estep 
Score: -22399790.000000 Penalty: 6034.971191
	Iteration 63Q: 3 clusters Score -2.239979e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 173687 members 
Entering Unmasked Estep 
Score: -22399822.000000 Penalty: 6034.971191
	Iteration 64Q: 3 clusters Score -2.239982e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 173776 members 
Entering Unmasked Estep 
Score: -22399802.000000 Penalty: 6034.971191
	Iteration 65Q: 3 clusters Score -2.23998e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 173856 members 
Entering Unmasked Estep 
Score: -22399802.000000 Penalty: 6034.971191
	Iteration 66Q: 3 clusters Score -2.23998e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 173945 members 
Entering Unmasked Estep 
Score: -22399774.000000 Penalty: 6034.971191
	Iteration 67Q: 3 clusters Score -2.239977e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -22399776.000000 Penalty: 6034.971191
	Iteration 68Q: 3 clusters Score -2.239978e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -22399734.000000 Penalty: 6034.971191
	Iteration 69Q: 3 clusters Score -2.239973e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 174234 members 
Entering Unmasked Estep 
Score: -22399722.000000 Penalty: 6034.971191
	Iteration 70Q: 3 clusters Score -2.239972e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 174338 members 
Entering Unmasked Estep 
Score: -22399724.000000 Penalty: 6034.971191
	Iteration 71Q: 3 clusters Score -2.239972e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 174435 members 
Entering Unmasked Estep 
Score: -22399658.000000 Penalty: 6034.971191
	Iteration 72Q: 3 clusters Score -2.239966e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 174527 members 
Entering Unmasked Estep 
Score: -22399648.000000 Penalty: 6034.971191
	Iteration 73Q: 3 clusters Score -2.239965e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 174605 members 
Entering Unmasked Estep 
Score: -22399672.000000 Penalty: 6034.971191
	Iteration 74Q: 3 clusters Score -2.239967e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 174656 members 
Entering Unmasked Estep 
Score: -22399674.000000 Penalty: 6034.971191
	Iteration 75Q: 3 clusters Score -2.239967e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 174699 members 
Entering Unmasked Estep 
Score: -22399668.000000 Penalty: 6034.971191
	Iteration 76Q: 3 clusters Score -2.239967e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 174746 members 
Entering Unmasked Estep 
Score: -22399710.000000 Penalty: 6034.971191
	Iteration 77Q: 3 clusters Score -2.239971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 174790 members 
Entering Unmasked Estep 
Score: -22399688.000000 Penalty: 6034.971191
	Iteration 78Q: 3 clusters Score -2.239969e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -22399694.000000 Penalty: 6034.971191
	Iteration 79Q: 3 clusters Score -2.239969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 174882 members 
Entering Unmasked Estep 
Score: -22399714.000000 Penalty: 6034.971191
	Iteration 80F: 3 clusters Score -2.239971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 174922 members 
Entering Unmasked Estep 
Score: -22399708.000000 Penalty: 6034.971191
	Iteration 81Q: 3 clusters Score -2.239971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 174968 members 
Entering Unmasked Estep 
Score: -22399682.000000 Penalty: 6034.971191
	Iteration 82Q: 3 clusters Score -2.239968e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 175016 members 
Entering Unmasked Estep 
Score: -22399682.000000 Penalty: 6034.971191
	Iteration 83Q: 3 clusters Score -2.239968e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 175070 members 
Entering Unmasked Estep 
Score: -22399678.000000 Penalty: 6034.971191
	Iteration 84Q: 3 clusters Score -2.239968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 175117 members 
Entering Unmasked Estep 
Score: -22399644.000000 Penalty: 6034.971191
	Iteration 85Q: 3 clusters Score -2.239964e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -22399626.000000 Penalty: 6034.971191
	Iteration 86Q: 3 clusters Score -2.239963e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 175212 members 
Entering Unmasked Estep 
Score: -22399624.000000 Penalty: 6034.971191
	Iteration 87Q: 3 clusters Score -2.239962e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 175267 members 
Entering Unmasked Estep 
Score: -22399654.000000 Penalty: 6034.971191
	Iteration 88Q: 3 clusters Score -2.239965e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -22399660.000000 Penalty: 6034.971191
	Iteration 89Q: 3 clusters Score -2.239966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 175386 members 
Entering Unmasked Estep 
Score: -22399646.000000 Penalty: 6034.971191
	Iteration 90Q: 3 clusters Score -2.239965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 175427 members 
Entering Unmasked Estep 
Score: -22399650.000000 Penalty: 6034.971191
	Iteration 91Q: 3 clusters Score -2.239965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 175471 members 
Entering Unmasked Estep 
Score: -22399684.000000 Penalty: 6034.971191
	Iteration 92Q: 3 clusters Score -2.239968e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 175524 members 
Entering Unmasked Estep 
Score: -22399674.000000 Penalty: 6034.971191
	Iteration 93Q: 3 clusters Score -2.239967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 175575 members 
Entering Unmasked Estep 
Score: -22399646.000000 Penalty: 6034.971191
	Iteration 94Q: 3 clusters Score -2.239965e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 175629 members 
Entering Unmasked Estep 
Score: -22399672.000000 Penalty: 6034.971191
	Iteration 95Q: 3 clusters Score -2.239967e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 175697 members 
Entering Unmasked Estep 
Score: -22399668.000000 Penalty: 6034.971191
	Iteration 96Q: 3 clusters Score -2.239967e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 175762 members 
Entering Unmasked Estep 
Score: -22399658.000000 Penalty: 6034.971191
	Iteration 97Q: 3 clusters Score -2.239966e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 175810 members 
Entering Unmasked Estep 
Score: -22399618.000000 Penalty: 6034.971191
	Iteration 98Q: 3 clusters Score -2.239962e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 175853 members 
Entering Unmasked Estep 
Score: -22399610.000000 Penalty: 6034.971191
	Iteration 99Q: 3 clusters Score -2.239961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 175887 members 
Entering Unmasked Estep 
Score: -22399640.000000 Penalty: 6034.971191
	Iteration 100F: 3 clusters Score -2.239964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -22399642.000000 Penalty: 6034.971191
	Iteration 101Q: 3 clusters Score -2.239964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 175965 members 
Entering Unmasked Estep 
Score: -22399618.000000 Penalty: 6034.971191
	Iteration 102Q: 3 clusters Score -2.239962e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -22399616.000000 Penalty: 6034.971191
	Iteration 103Q: 3 clusters Score -2.239962e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 176054 members 
Entering Unmasked Estep 
Score: -22399590.000000 Penalty: 6034.971191
	Iteration 104Q: 3 clusters Score -2.239959e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -22399604.000000 Penalty: 6034.971191
	Iteration 105Q: 3 clusters Score -2.23996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 176121 members 
Entering Unmasked Estep 
Score: -22399582.000000 Penalty: 6034.971191
	Iteration 106Q: 3 clusters Score -2.239958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -22399552.000000 Penalty: 6034.971191
	Iteration 107Q: 3 clusters Score -2.239955e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 176199 members 
Entering Unmasked Estep 
Score: -22399568.000000 Penalty: 6034.971191
	Iteration 108Q: 3 clusters Score -2.239957e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 176245 members 
Entering Unmasked Estep 
Score: -22399574.000000 Penalty: 6034.971191
	Iteration 109Q: 3 clusters Score -2.239957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 176282 members 
Entering Unmasked Estep 
Score: -22399560.000000 Penalty: 6034.971191
	Iteration 110Q: 3 clusters Score -2.239956e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 176308 members 
Entering Unmasked Estep 
Score: -22399544.000000 Penalty: 6034.971191
	Iteration 111Q: 3 clusters Score -2.239954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -22399528.000000 Penalty: 6034.971191
	Iteration 112Q: 3 clusters Score -2.239953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 176362 members 
Entering Unmasked Estep 
Score: -22399524.000000 Penalty: 6034.971191
	Iteration 113Q: 3 clusters Score -2.239952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 176397 members 
Entering Unmasked Estep 
Score: -22399550.000000 Penalty: 6034.971191
	Iteration 114Q: 3 clusters Score -2.239955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 176427 members 
Entering Unmasked Estep 
Score: -22399564.000000 Penalty: 6034.971191
	Iteration 115Q: 3 clusters Score -2.239956e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 176460 members 
Entering Unmasked Estep 
Score: -22399546.000000 Penalty: 6034.971191
	Iteration 116Q: 3 clusters Score -2.239955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -22399564.000000 Penalty: 6034.971191
	Iteration 117Q: 3 clusters Score -2.239956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 176506 members 
Entering Unmasked Estep 
Score: -22399546.000000 Penalty: 6034.971191
	Iteration 118Q: 3 clusters Score -2.239955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 176532 members 
Entering Unmasked Estep 
Score: -22399540.000000 Penalty: 6034.971191
	Iteration 119Q: 3 clusters Score -2.239954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 176565 members 
Entering Unmasked Estep 
Score: -22399546.000000 Penalty: 6034.971191
	Iteration 120F: 3 clusters Score -2.239955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -22399540.000000 Penalty: 6034.971191
	Iteration 121Q: 3 clusters Score -2.239954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 176631 members 
Entering Unmasked Estep 
Score: -22399548.000000 Penalty: 6034.971191
	Iteration 122Q: 3 clusters Score -2.239955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -22399564.000000 Penalty: 6034.971191
	Iteration 123Q: 3 clusters Score -2.239956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 176676 members 
Entering Unmasked Estep 
Score: -22399542.000000 Penalty: 6034.971191
	Iteration 124Q: 3 clusters Score -2.239954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -22399546.000000 Penalty: 6034.971191
	Iteration 125Q: 3 clusters Score -2.239955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 176717 members 
Entering Unmasked Estep 
Score: -22399552.000000 Penalty: 6034.971191
	Iteration 126Q: 3 clusters Score -2.239955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 176731 members 
Entering Unmasked Estep 
Score: -22399546.000000 Penalty: 6034.971191
	Iteration 127Q: 3 clusters Score -2.239955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 176751 members 
Entering Unmasked Estep 
Score: -22399552.000000 Penalty: 6034.971191
	Iteration 128Q: 3 clusters Score -2.239955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 176777 members 
Entering Unmasked Estep 
Score: -22399516.000000 Penalty: 6034.971191
	Iteration 129Q: 3 clusters Score -2.239952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 176787 members 
Entering Unmasked Estep 
Score: -22399518.000000 Penalty: 6034.971191
	Iteration 130Q: 3 clusters Score -2.239952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 176800 members 
Entering Unmasked Estep 
Score: -22399518.000000 Penalty: 6034.971191
	Iteration 131Q: 3 clusters Score -2.239952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 176813 members 
Entering Unmasked Estep 
Score: -22399498.000000 Penalty: 6034.971191
	Iteration 132Q: 3 clusters Score -2.23995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 176825 members 
Entering Unmasked Estep 
Score: -22399520.000000 Penalty: 6034.971191
	Iteration 133Q: 3 clusters Score -2.239952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 176838 members 
Entering Unmasked Estep 
Score: -22399512.000000 Penalty: 6034.971191
	Iteration 134Q: 3 clusters Score -2.239951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 176850 members 
Entering Unmasked Estep 
Score: -22399504.000000 Penalty: 6034.971191
	Iteration 135Q: 3 clusters Score -2.23995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -22399488.000000 Penalty: 6034.971191
	Iteration 136Q: 3 clusters Score -2.239949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -22399506.000000 Penalty: 6034.971191
	Iteration 137Q: 3 clusters Score -2.239951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -22399498.000000 Penalty: 6034.971191
	Iteration 138Q: 3 clusters Score -2.23995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 176869 members 
Entering Unmasked Estep 
Score: -22399498.000000 Penalty: 6034.971191
	Iteration 139F: 3 clusters Score -2.23995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Entering Unmasked Estep 
Score: -1027870.125000 Penalty: 2260.829834
	Iteration 0F: 2 clusters Score -1027870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1020722.125000 Penalty: 4521.659668
	Iteration 0F: 3 clusters Score -1020722 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1022739.125000 Penalty: 4521.659668
	Iteration 1F: 3 clusters Score -1022739 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1023057.812500 Penalty: 4521.659668
	Iteration 2F: 3 clusters Score -1023058 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1023351.375000 Penalty: 4521.659668
	Iteration 3F: 3 clusters Score -1023351 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1023652.375000 Penalty: 4521.659668
	Iteration 4F: 3 clusters Score -1023652 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1023952.125000 Penalty: 4521.659668
	Iteration 5F: 3 clusters Score -1023952 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1024247.062500 Penalty: 4521.659668
	Iteration 6F: 3 clusters Score -1024247 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1024514.625000 Penalty: 4521.659668
	Iteration 7Q: 3 clusters Score -1024515 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1024739.875000 Penalty: 4521.659668
	Iteration 8Q: 3 clusters Score -1024740 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1024925.687500 Penalty: 4521.659668
	Iteration 9Q: 3 clusters Score -1024926 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1025058.562500 Penalty: 4521.659668
	Iteration 10Q: 3 clusters Score -1025059 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1025156.937500 Penalty: 4521.659668
	Iteration 11Q: 3 clusters Score -1025157 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1025249.875000 Penalty: 4521.659668
	Iteration 12Q: 3 clusters Score -1025250 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1025335.000000 Penalty: 4521.659668
	Iteration 13Q: 3 clusters Score -1025335 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1025412.562500 Penalty: 4521.659668
	Iteration 14Q: 3 clusters Score -1025413 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1025481.750000 Penalty: 4521.659668
	Iteration 15Q: 3 clusters Score -1025482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1025547.250000 Penalty: 4521.659668
	Iteration 16Q: 3 clusters Score -1025547 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1025601.375000 Penalty: 4521.659668
	Iteration 17Q: 3 clusters Score -1025601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1025646.687500 Penalty: 4521.659668
	Iteration 18Q: 3 clusters Score -1025647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1025689.750000 Penalty: 4521.659668
	Iteration 19Q: 3 clusters Score -1025690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1025720.937500 Penalty: 4521.659668
	Iteration 20F: 3 clusters Score -1025721 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1025752.250000 Penalty: 4521.659668
	Iteration 21Q: 3 clusters Score -1025752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1025776.562500 Penalty: 4521.659668
	Iteration 22Q: 3 clusters Score -1025777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1025798.125000 Penalty: 4521.659668
	Iteration 23Q: 3 clusters Score -1025798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1025816.812500 Penalty: 4521.659668
	Iteration 24Q: 3 clusters Score -1025817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1025837.687500 Penalty: 4521.659668
	Iteration 25Q: 3 clusters Score -1025838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1025862.500000 Penalty: 4521.659668
	Iteration 26Q: 3 clusters Score -1025862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1025890.187500 Penalty: 4521.659668
	Iteration 27Q: 3 clusters Score -1025890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1025906.812500 Penalty: 4521.659668
	Iteration 28Q: 3 clusters Score -1025907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1025921.562500 Penalty: 4521.659668
	Iteration 29Q: 3 clusters Score -1025922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1025937.062500 Penalty: 4521.659668
	Iteration 30Q: 3 clusters Score -1025937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1025947.312500 Penalty: 4521.659668
	Iteration 31Q: 3 clusters Score -1025947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1025955.000000 Penalty: 4521.659668
	Iteration 32Q: 3 clusters Score -1025955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1025967.500000 Penalty: 4521.659668
	Iteration 33Q: 3 clusters Score -1025968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1025974.812500 Penalty: 4521.659668
	Iteration 34Q: 3 clusters Score -1025975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1025980.312500 Penalty: 4521.659668
	Iteration 35Q: 3 clusters Score -1025980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1025985.062500 Penalty: 4521.659668
	Iteration 36Q: 3 clusters Score -1025985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1025991.625000 Penalty: 4521.659668
	Iteration 37Q: 3 clusters Score -1025992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1025998.750000 Penalty: 4521.659668
	Iteration 38Q: 3 clusters Score -1025999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1025998.062500 Penalty: 4521.659668
	Iteration 39Q: 3 clusters Score -1025998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1026005.250000 Penalty: 4521.659668
	Iteration 40F: 3 clusters Score -1026005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1026011.375000 Penalty: 4521.659668
	Iteration 41Q: 3 clusters Score -1026011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1026014.687500 Penalty: 4521.659668
	Iteration 42Q: 3 clusters Score -1026015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1026018.500000 Penalty: 4521.659668
	Iteration 43Q: 3 clusters Score -1026018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1026021.625000 Penalty: 4521.659668
	Iteration 44Q: 3 clusters Score -1026022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1026028.500000 Penalty: 4521.659668
	Iteration 45Q: 3 clusters Score -1026028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1026028.750000 Penalty: 4521.659668
	Iteration 46Q: 3 clusters Score -1026029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1026032.562500 Penalty: 4521.659668
	Iteration 47Q: 3 clusters Score -1026033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1026035.750000 Penalty: 4521.659668
	Iteration 48Q: 3 clusters Score -1026036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1026041.812500 Penalty: 4521.659668
	Iteration 49Q: 3 clusters Score -1026042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1026042.437500 Penalty: 4521.659668
	Iteration 50Q: 3 clusters Score -1026042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1026048.062500 Penalty: 4521.659668
	Iteration 51Q: 3 clusters Score -1026048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1026048.625000 Penalty: 4521.659668
	Iteration 52Q: 3 clusters Score -1026049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1026050.437500 Penalty: 4521.659668
	Iteration 53Q: 3 clusters Score -1026050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1026053.437500 Penalty: 4521.659668
	Iteration 54Q: 3 clusters Score -1026053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1026056.312500 Penalty: 4521.659668
	Iteration 55Q: 3 clusters Score -1026056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1026055.437500 Penalty: 4521.659668
	Iteration 56Q: 3 clusters Score -1026055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1026055.437500 Penalty: 4521.659668
	Iteration 57F: 3 clusters Score -1026055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -37171.960938 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -37171.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35884.312500 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -35884.31 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36151.140625 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -36151.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36298.894531 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -36298.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36347.589844 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -36347.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36378.941406 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -36378.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36391.597656 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -36391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36409.722656 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -36409.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36427.371094 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -36427.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36446.972656 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -36446.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36464.851562 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -36464.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36490.210938 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -36490.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36552.257812 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -36552.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36603.593750 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -36603.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36707.597656 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -36707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36776.257812 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -36776.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36966.230469 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -36966.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37013.332031 Penalty: 2974.240234
	Iteration 16Q: 3 clusters Score -37013.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37044.824219 Penalty: 2974.240234
	Iteration 17Q: 3 clusters Score -37044.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37064.554688 Penalty: 2974.240234
	Iteration 18Q: 3 clusters Score -37064.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37094.625000 Penalty: 2974.240234
	Iteration 19Q: 3 clusters Score -37094.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37102.250000 Penalty: 2974.240234
	Iteration 20F: 3 clusters Score -37102.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -37143.917969 Penalty: 2974.240234
	Iteration 21Q: 3 clusters Score -37143.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37172.753906 Penalty: 2974.240234
	Iteration 22Q: 3 clusters Score -37172.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37226.031250 Penalty: 2974.240234
	Iteration 23Q: 3 clusters Score -37226.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37283.023438 Penalty: 2974.240234
	Iteration 24Q: 3 clusters Score -37283.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37327.734375 Penalty: 2974.240234
	Iteration 25Q: 3 clusters Score -37327.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37334.398438 Penalty: 2974.240234
	Iteration 26F: 3 clusters Score -37334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37394.875000 Penalty: 2974.240234
	Iteration 27Q: 3 clusters Score -37394.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37394.875000 Penalty: 2974.240234
	Iteration 28F: 3 clusters Score -37394.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 13888 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 120484 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192390 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 223371 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 144721 members 
Mstep: Class 30 contains 22971 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71302 members 
Mstep: Class 34 contains 34538 members 
Mstep: Class 35 contains 5607 members 
Mstep: Class 36 contains 41040 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 30405 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5566 members 
Mstep: Class 41 contains 1193 members 
Mstep: Class 42 contains 137 members 
Entering Unmasked Estep 
Score: -225938352.000000 Penalty: 151190.640625
Splitting cluster 20 changes total score from -225940240.000000 to -225938352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (41394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Entering Unmasked Estep 
Score: -4800388.500000 Penalty: 2636.460938
	Iteration 0F: 2 clusters Score -4800388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4772391.500000 Penalty: 5272.921875
	Iteration 0F: 3 clusters Score -4772392 nChanged 19063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4782986.500000 Penalty: 5272.921875
	Iteration 1F: 3 clusters Score -4782986 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4783611.000000 Penalty: 5272.921875
	Iteration 2Q: 3 clusters Score -4783611 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4784194.500000 Penalty: 5272.921875
	Iteration 3Q: 3 clusters Score -4784194 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4784819.000000 Penalty: 5272.921875
	Iteration 4Q: 3 clusters Score -4784819 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -4785623.000000 Penalty: 5272.921875
	Iteration 5Q: 3 clusters Score -4785623 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -4786500.500000 Penalty: 5272.921875
	Iteration 6Q: 3 clusters Score -4786500 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4787401.500000 Penalty: 5272.921875
	Iteration 7Q: 3 clusters Score -4787402 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4788280.500000 Penalty: 5272.921875
	Iteration 8Q: 3 clusters Score -4788280 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4789120.000000 Penalty: 5272.921875
	Iteration 9Q: 3 clusters Score -4789120 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4789963.000000 Penalty: 5272.921875
	Iteration 10Q: 3 clusters Score -4789963 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -4790862.500000 Penalty: 5272.921875
	Iteration 11Q: 3 clusters Score -4790862 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4791744.500000 Penalty: 5272.921875
	Iteration 12Q: 3 clusters Score -4791744 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4792748.000000 Penalty: 5272.921875
	Iteration 13Q: 3 clusters Score -4792748 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4793833.000000 Penalty: 5272.921875
	Iteration 14Q: 3 clusters Score -4793833 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -4794887.500000 Penalty: 5272.921875
	Iteration 15Q: 3 clusters Score -4794888 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -4795754.500000 Penalty: 5272.921875
	Iteration 16Q: 3 clusters Score -4795754 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -4796538.500000 Penalty: 5272.921875
	Iteration 17Q: 3 clusters Score -4796538 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4797085.000000 Penalty: 5272.921875
	Iteration 18Q: 3 clusters Score -4797085 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4797459.000000 Penalty: 5272.921875
	Iteration 19Q: 3 clusters Score -4797459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4797701.000000 Penalty: 5272.921875
	Iteration 20F: 3 clusters Score -4797701 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4797845.000000 Penalty: 5272.921875
	Iteration 21Q: 3 clusters Score -4797845 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4797967.500000 Penalty: 5272.921875
	Iteration 22Q: 3 clusters Score -4797968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4798031.000000 Penalty: 5272.921875
	Iteration 23Q: 3 clusters Score -4798031 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4798087.000000 Penalty: 5272.921875
	Iteration 24Q: 3 clusters Score -4798087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4798118.500000 Penalty: 5272.921875
	Iteration 25Q: 3 clusters Score -4798118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4798143.000000 Penalty: 5272.921875
	Iteration 26Q: 3 clusters Score -4798143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4798173.000000 Penalty: 5272.921875
	Iteration 27Q: 3 clusters Score -4798173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4798183.000000 Penalty: 5272.921875
	Iteration 28Q: 3 clusters Score -4798183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4798201.000000 Penalty: 5272.921875
	Iteration 29Q: 3 clusters Score -4798201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4798202.500000 Penalty: 5272.921875
	Iteration 30Q: 3 clusters Score -4798202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4798216.500000 Penalty: 5272.921875
	Iteration 31Q: 3 clusters Score -4798216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4798215.000000 Penalty: 5272.921875
	Iteration 32Q: 3 clusters Score -4798215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4798229.500000 Penalty: 5272.921875
	Iteration 33Q: 3 clusters Score -4798230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4798241.000000 Penalty: 5272.921875
	Iteration 34Q: 3 clusters Score -4798241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4798245.500000 Penalty: 5272.921875
	Iteration 35Q: 3 clusters Score -4798246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4798245.000000 Penalty: 5272.921875
	Iteration 36Q: 3 clusters Score -4798245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4798252.000000 Penalty: 5272.921875
	Iteration 37Q: 3 clusters Score -4798252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4798258.500000 Penalty: 5272.921875
	Iteration 38Q: 3 clusters Score -4798258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4798260.000000 Penalty: 5272.921875
	Iteration 39Q: 3 clusters Score -4798260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4798257.500000 Penalty: 5272.921875
	Iteration 40F: 3 clusters Score -4798258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4798256.000000 Penalty: 5272.921875
	Iteration 41Q: 3 clusters Score -4798256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4798256.500000 Penalty: 5272.921875
	Iteration 42Q: 3 clusters Score -4798256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4798256.000000 Penalty: 5272.921875
	Iteration 43Q: 3 clusters Score -4798256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4798256.000000 Penalty: 5272.921875
	Iteration 44F: 3 clusters Score -4798256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Entering Unmasked Estep 
Score: -1294440.875000 Penalty: 2325.001709
	Iteration 0F: 2 clusters Score -1294441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1285638.625000 Penalty: 4650.003418
	Iteration 0F: 3 clusters Score -1285639 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1288346.750000 Penalty: 4650.003418
	Iteration 1F: 3 clusters Score -1288347 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1288787.750000 Penalty: 4650.003418
	Iteration 2F: 3 clusters Score -1288788 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1289139.875000 Penalty: 4650.003418
	Iteration 3F: 3 clusters Score -1289140 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1289469.250000 Penalty: 4650.003418
	Iteration 4Q: 3 clusters Score -1289469 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1289804.000000 Penalty: 4650.003418
	Iteration 5Q: 3 clusters Score -1289804 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1290154.750000 Penalty: 4650.003418
	Iteration 6Q: 3 clusters Score -1290155 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1290490.125000 Penalty: 4650.003418
	Iteration 7Q: 3 clusters Score -1290490 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1290833.125000 Penalty: 4650.003418
	Iteration 8Q: 3 clusters Score -1290833 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1291118.125000 Penalty: 4650.003418
	Iteration 9Q: 3 clusters Score -1291118 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1291341.000000 Penalty: 4650.003418
	Iteration 10Q: 3 clusters Score -1291341 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1291503.750000 Penalty: 4650.003418
	Iteration 11Q: 3 clusters Score -1291504 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1291613.375000 Penalty: 4650.003418
	Iteration 12Q: 3 clusters Score -1291613 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1291700.750000 Penalty: 4650.003418
	Iteration 13Q: 3 clusters Score -1291701 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1291783.125000 Penalty: 4650.003418
	Iteration 14Q: 3 clusters Score -1291783 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1291836.000000 Penalty: 4650.003418
	Iteration 15Q: 3 clusters Score -1291836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1291879.000000 Penalty: 4650.003418
	Iteration 16Q: 3 clusters Score -1291879 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1291924.375000 Penalty: 4650.003418
	Iteration 17Q: 3 clusters Score -1291924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1291959.250000 Penalty: 4650.003418
	Iteration 18Q: 3 clusters Score -1291959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1291994.000000 Penalty: 4650.003418
	Iteration 19Q: 3 clusters Score -1291994 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1292020.500000 Penalty: 4650.003418
	Iteration 20F: 3 clusters Score -1292020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1292048.250000 Penalty: 4650.003418
	Iteration 21Q: 3 clusters Score -1292048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1292070.375000 Penalty: 4650.003418
	Iteration 22Q: 3 clusters Score -1292070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1292083.875000 Penalty: 4650.003418
	Iteration 23Q: 3 clusters Score -1292084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1292090.625000 Penalty: 4650.003418
	Iteration 24Q: 3 clusters Score -1292091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1292104.500000 Penalty: 4650.003418
	Iteration 25Q: 3 clusters Score -1292104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1292108.750000 Penalty: 4650.003418
	Iteration 26Q: 3 clusters Score -1292109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1292117.375000 Penalty: 4650.003418
	Iteration 27Q: 3 clusters Score -1292117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1292123.625000 Penalty: 4650.003418
	Iteration 28Q: 3 clusters Score -1292124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1292134.125000 Penalty: 4650.003418
	Iteration 29Q: 3 clusters Score -1292134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1292143.250000 Penalty: 4650.003418
	Iteration 30Q: 3 clusters Score -1292143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1292152.875000 Penalty: 4650.003418
	Iteration 31Q: 3 clusters Score -1292153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1292162.375000 Penalty: 4650.003418
	Iteration 32Q: 3 clusters Score -1292162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1292177.250000 Penalty: 4650.003418
	Iteration 33Q: 3 clusters Score -1292177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1292186.000000 Penalty: 4650.003418
	Iteration 34Q: 3 clusters Score -1292186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1292196.875000 Penalty: 4650.003418
	Iteration 35Q: 3 clusters Score -1292197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1292210.750000 Penalty: 4650.003418
	Iteration 36Q: 3 clusters Score -1292211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1292221.875000 Penalty: 4650.003418
	Iteration 37Q: 3 clusters Score -1292222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1292221.875000 Penalty: 4650.003418
	Iteration 38Q: 3 clusters Score -1292222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1292235.250000 Penalty: 4650.003418
	Iteration 39Q: 3 clusters Score -1292235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1292252.500000 Penalty: 4650.003418
	Iteration 40F: 3 clusters Score -1292252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1292264.750000 Penalty: 4650.003418
	Iteration 41Q: 3 clusters Score -1292265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1292277.250000 Penalty: 4650.003418
	Iteration 42Q: 3 clusters Score -1292277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1292289.125000 Penalty: 4650.003418
	Iteration 43Q: 3 clusters Score -1292289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1292300.250000 Penalty: 4650.003418
	Iteration 44Q: 3 clusters Score -1292300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1292310.250000 Penalty: 4650.003418
	Iteration 45Q: 3 clusters Score -1292310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1292323.625000 Penalty: 4650.003418
	Iteration 46Q: 3 clusters Score -1292324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1292330.125000 Penalty: 4650.003418
	Iteration 47Q: 3 clusters Score -1292330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1292338.000000 Penalty: 4650.003418
	Iteration 48Q: 3 clusters Score -1292338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1292345.000000 Penalty: 4650.003418
	Iteration 49Q: 3 clusters Score -1292345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1292352.000000 Penalty: 4650.003418
	Iteration 50Q: 3 clusters Score -1292352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1292360.000000 Penalty: 4650.003418
	Iteration 51Q: 3 clusters Score -1292360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1292365.875000 Penalty: 4650.003418
	Iteration 52Q: 3 clusters Score -1292366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1292375.750000 Penalty: 4650.003418
	Iteration 53Q: 3 clusters Score -1292376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1292379.375000 Penalty: 4650.003418
	Iteration 54Q: 3 clusters Score -1292379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1292382.250000 Penalty: 4650.003418
	Iteration 55Q: 3 clusters Score -1292382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1292383.750000 Penalty: 4650.003418
	Iteration 56Q: 3 clusters Score -1292384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1292386.000000 Penalty: 4650.003418
	Iteration 57Q: 3 clusters Score -1292386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1292384.000000 Penalty: 4650.003418
	Iteration 58Q: 3 clusters Score -1292384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1292391.875000 Penalty: 4650.003418
	Iteration 59Q: 3 clusters Score -1292392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1292398.000000 Penalty: 4650.003418
	Iteration 60F: 3 clusters Score -1292398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1292401.125000 Penalty: 4650.003418
	Iteration 61Q: 3 clusters Score -1292401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1292401.250000 Penalty: 4650.003418
	Iteration 62Q: 3 clusters Score -1292401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1292409.875000 Penalty: 4650.003418
	Iteration 63Q: 3 clusters Score -1292410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1292414.000000 Penalty: 4650.003418
	Iteration 64Q: 3 clusters Score -1292414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1292415.750000 Penalty: 4650.003418
	Iteration 65Q: 3 clusters Score -1292416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1292420.125000 Penalty: 4650.003418
	Iteration 66Q: 3 clusters Score -1292420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1292421.500000 Penalty: 4650.003418
	Iteration 67Q: 3 clusters Score -1292422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1292422.250000 Penalty: 4650.003418
	Iteration 68Q: 3 clusters Score -1292422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1292426.000000 Penalty: 4650.003418
	Iteration 69Q: 3 clusters Score -1292426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1292429.000000 Penalty: 4650.003418
	Iteration 70Q: 3 clusters Score -1292429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1292431.750000 Penalty: 4650.003418
	Iteration 71Q: 3 clusters Score -1292432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1292429.875000 Penalty: 4650.003418
	Iteration 72Q: 3 clusters Score -1292430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1292433.750000 Penalty: 4650.003418
	Iteration 73Q: 3 clusters Score -1292434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1292434.375000 Penalty: 4650.003418
	Iteration 74Q: 3 clusters Score -1292434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1292433.750000 Penalty: 4650.003418
	Iteration 75Q: 3 clusters Score -1292434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1292433.750000 Penalty: 4650.003418
	Iteration 76F: 3 clusters Score -1292434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -544241.937500 Penalty: 2111.170166
	Iteration 0F: 2 clusters Score -544241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -539763.375000 Penalty: 4222.340332
	Iteration 0F: 3 clusters Score -539763.4 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -540929.500000 Penalty: 4222.340332
	Iteration 1F: 3 clusters Score -540929.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -541326.937500 Penalty: 4222.340332
	Iteration 2F: 3 clusters Score -541326.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -541752.062500 Penalty: 4222.340332
	Iteration 3F: 3 clusters Score -541752.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -542185.125000 Penalty: 4222.340332
	Iteration 4F: 3 clusters Score -542185.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -542611.812500 Penalty: 4222.340332
	Iteration 5F: 3 clusters Score -542611.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -542934.375000 Penalty: 4222.340332
	Iteration 6F: 3 clusters Score -542934.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -543189.187500 Penalty: 4222.340332
	Iteration 7Q: 3 clusters Score -543189.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -543413.000000 Penalty: 4222.340332
	Iteration 8Q: 3 clusters Score -543413 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -543557.937500 Penalty: 4222.340332
	Iteration 9Q: 3 clusters Score -543557.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -543632.062500 Penalty: 4222.340332
	Iteration 10Q: 3 clusters Score -543632.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -543669.562500 Penalty: 4222.340332
	Iteration 11Q: 3 clusters Score -543669.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -543693.125000 Penalty: 4222.340332
	Iteration 12Q: 3 clusters Score -543693.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -543708.125000 Penalty: 4222.340332
	Iteration 13Q: 3 clusters Score -543708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -543720.562500 Penalty: 4222.340332
	Iteration 14Q: 3 clusters Score -543720.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -543726.500000 Penalty: 4222.340332
	Iteration 15Q: 3 clusters Score -543726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -543727.750000 Penalty: 4222.340332
	Iteration 16Q: 3 clusters Score -543727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -543729.187500 Penalty: 4222.340332
	Iteration 17Q: 3 clusters Score -543729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -543730.687500 Penalty: 4222.340332
	Iteration 18Q: 3 clusters Score -543730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -543730.687500 Penalty: 4222.340332
	Iteration 19F: 3 clusters Score -543730.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Entering Unmasked Estep 
Score: -1571977.625000 Penalty: 2355.726318
	Iteration 0F: 2 clusters Score -1571978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1562283.000000 Penalty: 4711.452637
	Iteration 0F: 3 clusters Score -1562283 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1565270.500000 Penalty: 4711.452637
	Iteration 1F: 3 clusters Score -1565270 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1565603.750000 Penalty: 4711.452637
	Iteration 2F: 3 clusters Score -1565604 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1565870.500000 Penalty: 4711.452637
	Iteration 3Q: 3 clusters Score -1565870 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1566106.250000 Penalty: 4711.452637
	Iteration 4Q: 3 clusters Score -1566106 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1566345.250000 Penalty: 4711.452637
	Iteration 5Q: 3 clusters Score -1566345 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1566577.125000 Penalty: 4711.452637
	Iteration 6Q: 3 clusters Score -1566577 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1566828.125000 Penalty: 4711.452637
	Iteration 7Q: 3 clusters Score -1566828 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1567124.250000 Penalty: 4711.452637
	Iteration 8Q: 3 clusters Score -1567124 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1567429.000000 Penalty: 4711.452637
	Iteration 9Q: 3 clusters Score -1567429 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1567755.000000 Penalty: 4711.452637
	Iteration 10Q: 3 clusters Score -1567755 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1568059.500000 Penalty: 4711.452637
	Iteration 11Q: 3 clusters Score -1568060 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1568418.875000 Penalty: 4711.452637
	Iteration 12Q: 3 clusters Score -1568419 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1568750.625000 Penalty: 4711.452637
	Iteration 13Q: 3 clusters Score -1568751 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1568995.125000 Penalty: 4711.452637
	Iteration 14Q: 3 clusters Score -1568995 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1569166.250000 Penalty: 4711.452637
	Iteration 15Q: 3 clusters Score -1569166 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1569268.500000 Penalty: 4711.452637
	Iteration 16Q: 3 clusters Score -1569268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1569329.000000 Penalty: 4711.452637
	Iteration 17Q: 3 clusters Score -1569329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1569375.625000 Penalty: 4711.452637
	Iteration 18Q: 3 clusters Score -1569376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1569396.250000 Penalty: 4711.452637
	Iteration 19Q: 3 clusters Score -1569396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1569420.875000 Penalty: 4711.452637
	Iteration 20F: 3 clusters Score -1569421 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1569446.125000 Penalty: 4711.452637
	Iteration 21Q: 3 clusters Score -1569446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1569470.125000 Penalty: 4711.452637
	Iteration 22Q: 3 clusters Score -1569470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1569490.000000 Penalty: 4711.452637
	Iteration 23Q: 3 clusters Score -1569490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1569501.125000 Penalty: 4711.452637
	Iteration 24Q: 3 clusters Score -1569501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1569507.500000 Penalty: 4711.452637
	Iteration 25Q: 3 clusters Score -1569508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1569518.500000 Penalty: 4711.452637
	Iteration 26Q: 3 clusters Score -1569518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1569529.625000 Penalty: 4711.452637
	Iteration 27Q: 3 clusters Score -1569530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1569535.625000 Penalty: 4711.452637
	Iteration 28Q: 3 clusters Score -1569536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1569544.375000 Penalty: 4711.452637
	Iteration 29Q: 3 clusters Score -1569544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1569555.375000 Penalty: 4711.452637
	Iteration 30Q: 3 clusters Score -1569555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1569560.625000 Penalty: 4711.452637
	Iteration 31Q: 3 clusters Score -1569561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1569560.000000 Penalty: 4711.452637
	Iteration 32Q: 3 clusters Score -1569560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1569563.250000 Penalty: 4711.452637
	Iteration 33Q: 3 clusters Score -1569563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1569566.250000 Penalty: 4711.452637
	Iteration 34Q: 3 clusters Score -1569566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1569569.750000 Penalty: 4711.452637
	Iteration 35Q: 3 clusters Score -1569570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1569572.250000 Penalty: 4711.452637
	Iteration 36Q: 3 clusters Score -1569572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1569575.125000 Penalty: 4711.452637
	Iteration 37Q: 3 clusters Score -1569575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1569573.125000 Penalty: 4711.452637
	Iteration 38Q: 3 clusters Score -1569573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1569575.125000 Penalty: 4711.452637
	Iteration 39Q: 3 clusters Score -1569575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1569577.750000 Penalty: 4711.452637
	Iteration 40F: 3 clusters Score -1569578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1569577.125000 Penalty: 4711.452637
	Iteration 41Q: 3 clusters Score -1569577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1569578.000000 Penalty: 4711.452637
	Iteration 42Q: 3 clusters Score -1569578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1569581.375000 Penalty: 4711.452637
	Iteration 43Q: 3 clusters Score -1569581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1569584.625000 Penalty: 4711.452637
	Iteration 44Q: 3 clusters Score -1569585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1569581.625000 Penalty: 4711.452637
	Iteration 45Q: 3 clusters Score -1569582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1569584.875000 Penalty: 4711.452637
	Iteration 46Q: 3 clusters Score -1569585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1569587.500000 Penalty: 4711.452637
	Iteration 47Q: 3 clusters Score -1569588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1569588.250000 Penalty: 4711.452637
	Iteration 48Q: 3 clusters Score -1569588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1569591.250000 Penalty: 4711.452637
	Iteration 49Q: 3 clusters Score -1569591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1569590.375000 Penalty: 4711.452637
	Iteration 50Q: 3 clusters Score -1569590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1569591.125000 Penalty: 4711.452637
	Iteration 51Q: 3 clusters Score -1569591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1569591.750000 Penalty: 4711.452637
	Iteration 52Q: 3 clusters Score -1569592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1569594.500000 Penalty: 4711.452637
	Iteration 53Q: 3 clusters Score -1569594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1569593.500000 Penalty: 4711.452637
	Iteration 54Q: 3 clusters Score -1569594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1569597.875000 Penalty: 4711.452637
	Iteration 55Q: 3 clusters Score -1569598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1569599.250000 Penalty: 4711.452637
	Iteration 56Q: 3 clusters Score -1569599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1569598.625000 Penalty: 4711.452637
	Iteration 57Q: 3 clusters Score -1569599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1569598.500000 Penalty: 4711.452637
	Iteration 58Q: 3 clusters Score -1569598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1569604.125000 Penalty: 4711.452637
	Iteration 59Q: 3 clusters Score -1569604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1569602.875000 Penalty: 4711.452637
	Iteration 60F: 3 clusters Score -1569603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1569604.375000 Penalty: 4711.452637
	Iteration 61Q: 3 clusters Score -1569604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1569602.625000 Penalty: 4711.452637
	Iteration 62Q: 3 clusters Score -1569603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1569606.750000 Penalty: 4711.452637
	Iteration 63Q: 3 clusters Score -1569607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1569607.500000 Penalty: 4711.452637
	Iteration 64Q: 3 clusters Score -1569608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1569607.250000 Penalty: 4711.452637
	Iteration 65Q: 3 clusters Score -1569607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1569606.250000 Penalty: 4711.452637
	Iteration 66Q: 3 clusters Score -1569606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1569606.250000 Penalty: 4711.452637
	Iteration 67Q: 3 clusters Score -1569606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1569608.625000 Penalty: 4711.452637
	Iteration 68Q: 3 clusters Score -1569609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1569608.875000 Penalty: 4711.452637
	Iteration 69Q: 3 clusters Score -1569609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1569614.375000 Penalty: 4711.452637
	Iteration 70Q: 3 clusters Score -1569614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1569616.250000 Penalty: 4711.452637
	Iteration 71Q: 3 clusters Score -1569616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1569613.625000 Penalty: 4711.452637
	Iteration 72Q: 3 clusters Score -1569614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1569618.500000 Penalty: 4711.452637
	Iteration 73Q: 3 clusters Score -1569618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1569621.500000 Penalty: 4711.452637
	Iteration 74Q: 3 clusters Score -1569622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1569617.500000 Penalty: 4711.452637
	Iteration 75Q: 3 clusters Score -1569618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1569616.125000 Penalty: 4711.452637
	Iteration 76Q: 3 clusters Score -1569616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1569619.500000 Penalty: 4711.452637
	Iteration 77Q: 3 clusters Score -1569620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1569621.750000 Penalty: 4711.452637
	Iteration 78Q: 3 clusters Score -1569622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1569626.000000 Penalty: 4711.452637
	Iteration 79Q: 3 clusters Score -1569626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1569625.750000 Penalty: 4711.452637
	Iteration 80F: 3 clusters Score -1569626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1569624.625000 Penalty: 4711.452637
	Iteration 81Q: 3 clusters Score -1569625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1569623.750000 Penalty: 4711.452637
	Iteration 82Q: 3 clusters Score -1569624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1569626.375000 Penalty: 4711.452637
	Iteration 83Q: 3 clusters Score -1569626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1569624.375000 Penalty: 4711.452637
	Iteration 84Q: 3 clusters Score -1569624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1569622.250000 Penalty: 4711.452637
	Iteration 85Q: 3 clusters Score -1569622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1569623.125000 Penalty: 4711.452637
	Iteration 86Q: 3 clusters Score -1569623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1569624.375000 Penalty: 4711.452637
	Iteration 87Q: 3 clusters Score -1569624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1569623.625000 Penalty: 4711.452637
	Iteration 88Q: 3 clusters Score -1569624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1569625.375000 Penalty: 4711.452637
	Iteration 89Q: 3 clusters Score -1569625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1569626.500000 Penalty: 4711.452637
	Iteration 90Q: 3 clusters Score -1569626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1569626.500000 Penalty: 4711.452637
	Iteration 91F: 3 clusters Score -1569626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223371 members 
Entering Unmasked Estep 
Score: -25902036.000000 Penalty: 3054.514160
	Iteration 0F: 2 clusters Score -2.590204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 111414 members 
Entering Unmasked Estep 
Score: -25758532.000000 Penalty: 6109.028320
	Iteration 0F: 3 clusters Score -2.575853e+07 nChanged 107798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115911 members 
Mstep: Class 2 contains 107460 members 
Entering Unmasked Estep 
Score: -25821664.000000 Penalty: 6109.028320
	Iteration 1F: 3 clusters Score -2.582166e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118356 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -25823096.000000 Penalty: 6109.028320
	Iteration 2Q: 3 clusters Score -2.58231e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -25824806.000000 Penalty: 6109.028320
	Iteration 3Q: 3 clusters Score -2.582481e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128427 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -25827732.000000 Penalty: 6109.028320
	Iteration 4Q: 3 clusters Score -2.582773e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137817 members 
Mstep: Class 2 contains 85554 members 
Entering Unmasked Estep 
Score: -25832556.000000 Penalty: 6109.028320
	Iteration 5Q: 3 clusters Score -2.583256e+07 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151578 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -25841476.000000 Penalty: 6109.028320
	Iteration 6F: 3 clusters Score -2.584148e+07 nChanged 18328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169722 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -25855770.000000 Penalty: 6109.028320
	Iteration 7F: 3 clusters Score -2.585577e+07 nChanged 20566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190138 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -25872906.000000 Penalty: 6109.028320
	Iteration 8F: 3 clusters Score -2.587291e+07 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207184 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -25887726.000000 Penalty: 6109.028320
	Iteration 9F: 3 clusters Score -2.588773e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216403 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -25895472.000000 Penalty: 6109.028320
	Iteration 10Q: 3 clusters Score -2.589547e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219808 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -25898454.000000 Penalty: 6109.028320
	Iteration 11Q: 3 clusters Score -2.589845e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220799 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -25899854.000000 Penalty: 6109.028320
	Iteration 12Q: 3 clusters Score -2.589985e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220948 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -25900396.000000 Penalty: 6109.028320
	Iteration 13Q: 3 clusters Score -2.59004e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220883 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -25900648.000000 Penalty: 6109.028320
	Iteration 14Q: 3 clusters Score -2.590065e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220841 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -25900772.000000 Penalty: 6109.028320
	Iteration 15Q: 3 clusters Score -2.590077e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220802 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -25900824.000000 Penalty: 6109.028320
	Iteration 16Q: 3 clusters Score -2.590082e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220756 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -25900864.000000 Penalty: 6109.028320
	Iteration 17Q: 3 clusters Score -2.590086e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220721 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -25900872.000000 Penalty: 6109.028320
	Iteration 18Q: 3 clusters Score -2.590087e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220701 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -25900876.000000 Penalty: 6109.028320
	Iteration 19Q: 3 clusters Score -2.590088e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220682 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -25900884.000000 Penalty: 6109.028320
	Iteration 20F: 3 clusters Score -2.590088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220668 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -25900866.000000 Penalty: 6109.028320
	Iteration 21Q: 3 clusters Score -2.590087e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220657 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -25900916.000000 Penalty: 6109.028320
	Iteration 22Q: 3 clusters Score -2.590092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220647 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -25900912.000000 Penalty: 6109.028320
	Iteration 23Q: 3 clusters Score -2.590091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220639 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -25900894.000000 Penalty: 6109.028320
	Iteration 24Q: 3 clusters Score -2.590089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220631 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -25900908.000000 Penalty: 6109.028320
	Iteration 25Q: 3 clusters Score -2.590091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220626 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -25900920.000000 Penalty: 6109.028320
	Iteration 26Q: 3 clusters Score -2.590092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220619 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -25900922.000000 Penalty: 6109.028320
	Iteration 27Q: 3 clusters Score -2.590092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220608 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -25900928.000000 Penalty: 6109.028320
	Iteration 28Q: 3 clusters Score -2.590093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220595 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -25900918.000000 Penalty: 6109.028320
	Iteration 29Q: 3 clusters Score -2.590092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220586 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -25900924.000000 Penalty: 6109.028320
	Iteration 30Q: 3 clusters Score -2.590092e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220575 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -25900926.000000 Penalty: 6109.028320
	Iteration 31Q: 3 clusters Score -2.590093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220572 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -25900906.000000 Penalty: 6109.028320
	Iteration 32Q: 3 clusters Score -2.590091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220570 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -25900898.000000 Penalty: 6109.028320
	Iteration 33Q: 3 clusters Score -2.59009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220569 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -25900890.000000 Penalty: 6109.028320
	Iteration 34Q: 3 clusters Score -2.590089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220567 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -25900898.000000 Penalty: 6109.028320
	Iteration 35Q: 3 clusters Score -2.59009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220566 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -25900894.000000 Penalty: 6109.028320
	Iteration 36Q: 3 clusters Score -2.590089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220562 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -25900886.000000 Penalty: 6109.028320
	Iteration 37Q: 3 clusters Score -2.590089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220562 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -25900882.000000 Penalty: 6109.028320
	Iteration 38Q: 3 clusters Score -2.590088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220561 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -25900900.000000 Penalty: 6109.028320
	Iteration 39Q: 3 clusters Score -2.59009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220560 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -25900894.000000 Penalty: 6109.028320
	Iteration 40F: 3 clusters Score -2.590089e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Entering Unmasked Estep 
Score: -1005288.312500 Penalty: 2244.093018
	Iteration 0F: 2 clusters Score -1005288 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 4292 members 
Entering Unmasked Estep 
Score: -998654.500000 Penalty: 4488.186035
	Iteration 0F: 3 clusters Score -998654.5 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1000524.562500 Penalty: 4488.186035
	Iteration 1F: 3 clusters Score -1000525 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1000809.125000 Penalty: 4488.186035
	Iteration 2F: 3 clusters Score -1000809 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1000987.812500 Penalty: 4488.186035
	Iteration 3Q: 3 clusters Score -1000988 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1001125.312500 Penalty: 4488.186035
	Iteration 4Q: 3 clusters Score -1001125 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1001268.312500 Penalty: 4488.186035
	Iteration 5Q: 3 clusters Score -1001268 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1001413.687500 Penalty: 4488.186035
	Iteration 6Q: 3 clusters Score -1001414 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1001536.312500 Penalty: 4488.186035
	Iteration 7Q: 3 clusters Score -1001536 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1001658.250000 Penalty: 4488.186035
	Iteration 8Q: 3 clusters Score -1001658 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1001786.125000 Penalty: 4488.186035
	Iteration 9Q: 3 clusters Score -1001786 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1001946.187500 Penalty: 4488.186035
	Iteration 10Q: 3 clusters Score -1001946 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1002089.375000 Penalty: 4488.186035
	Iteration 11Q: 3 clusters Score -1002089 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1002218.562500 Penalty: 4488.186035
	Iteration 12Q: 3 clusters Score -1002219 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1002353.375000 Penalty: 4488.186035
	Iteration 13Q: 3 clusters Score -1002353 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1002482.062500 Penalty: 4488.186035
	Iteration 14Q: 3 clusters Score -1002482 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1002616.937500 Penalty: 4488.186035
	Iteration 15Q: 3 clusters Score -1002617 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1002725.562500 Penalty: 4488.186035
	Iteration 16Q: 3 clusters Score -1002726 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1002848.250000 Penalty: 4488.186035
	Iteration 17Q: 3 clusters Score -1002848 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1002974.125000 Penalty: 4488.186035
	Iteration 18Q: 3 clusters Score -1002974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1003061.687500 Penalty: 4488.186035
	Iteration 19Q: 3 clusters Score -1003062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1003114.937500 Penalty: 4488.186035
	Iteration 20F: 3 clusters Score -1003115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1003149.812500 Penalty: 4488.186035
	Iteration 21Q: 3 clusters Score -1003150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1003182.750000 Penalty: 4488.186035
	Iteration 22Q: 3 clusters Score -1003183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1003203.187500 Penalty: 4488.186035
	Iteration 23Q: 3 clusters Score -1003203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1003215.812500 Penalty: 4488.186035
	Iteration 24Q: 3 clusters Score -1003216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1003224.562500 Penalty: 4488.186035
	Iteration 25Q: 3 clusters Score -1003225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1003240.187500 Penalty: 4488.186035
	Iteration 26Q: 3 clusters Score -1003240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1003256.812500 Penalty: 4488.186035
	Iteration 27Q: 3 clusters Score -1003257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1003269.000000 Penalty: 4488.186035
	Iteration 28Q: 3 clusters Score -1003269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1003287.312500 Penalty: 4488.186035
	Iteration 29Q: 3 clusters Score -1003287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1003299.875000 Penalty: 4488.186035
	Iteration 30Q: 3 clusters Score -1003300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1003309.687500 Penalty: 4488.186035
	Iteration 31Q: 3 clusters Score -1003310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1003314.437500 Penalty: 4488.186035
	Iteration 32Q: 3 clusters Score -1003314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1003319.937500 Penalty: 4488.186035
	Iteration 33Q: 3 clusters Score -1003320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1003327.875000 Penalty: 4488.186035
	Iteration 34Q: 3 clusters Score -1003328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1003333.875000 Penalty: 4488.186035
	Iteration 35Q: 3 clusters Score -1003334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1003338.187500 Penalty: 4488.186035
	Iteration 36Q: 3 clusters Score -1003338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1003340.687500 Penalty: 4488.186035
	Iteration 37Q: 3 clusters Score -1003341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1003343.437500 Penalty: 4488.186035
	Iteration 38Q: 3 clusters Score -1003343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1003345.125000 Penalty: 4488.186035
	Iteration 39Q: 3 clusters Score -1003345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1003345.625000 Penalty: 4488.186035
	Iteration 40F: 3 clusters Score -1003346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1003348.625000 Penalty: 4488.186035
	Iteration 41Q: 3 clusters Score -1003349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1003353.937500 Penalty: 4488.186035
	Iteration 42Q: 3 clusters Score -1003354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1003354.500000 Penalty: 4488.186035
	Iteration 43Q: 3 clusters Score -1003354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1003354.875000 Penalty: 4488.186035
	Iteration 44Q: 3 clusters Score -1003355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1003354.875000 Penalty: 4488.186035
	Iteration 45F: 3 clusters Score -1003355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Entering Unmasked Estep 
Score: -4176860.750000 Penalty: 2600.038330
	Iteration 0F: 2 clusters Score -4176861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4152609.500000 Penalty: 5200.076660
	Iteration 0F: 3 clusters Score -4152610 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4161463.750000 Penalty: 5200.076660
	Iteration 1F: 3 clusters Score -4161464 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -4161902.750000 Penalty: 5200.076660
	Iteration 2Q: 3 clusters Score -4161903 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4162273.500000 Penalty: 5200.076660
	Iteration 3Q: 3 clusters Score -4162274 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4162638.250000 Penalty: 5200.076660
	Iteration 4Q: 3 clusters Score -4162638 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4163114.000000 Penalty: 5200.076660
	Iteration 5Q: 3 clusters Score -4163114 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4163757.500000 Penalty: 5200.076660
	Iteration 6Q: 3 clusters Score -4163758 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -4164588.750000 Penalty: 5200.076660
	Iteration 7Q: 3 clusters Score -4164589 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4165488.500000 Penalty: 5200.076660
	Iteration 8F: 3 clusters Score -4165488 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4166334.000000 Penalty: 5200.076660
	Iteration 9F: 3 clusters Score -4166334 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -4167128.750000 Penalty: 5200.076660
	Iteration 10F: 3 clusters Score -4167129 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4167810.750000 Penalty: 5200.076660
	Iteration 11Q: 3 clusters Score -4167811 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4168380.500000 Penalty: 5200.076660
	Iteration 12Q: 3 clusters Score -4168380 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4168880.750000 Penalty: 5200.076660
	Iteration 13Q: 3 clusters Score -4168881 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -4169339.500000 Penalty: 5200.076660
	Iteration 14Q: 3 clusters Score -4169340 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4169781.750000 Penalty: 5200.076660
	Iteration 15Q: 3 clusters Score -4169782 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4170223.500000 Penalty: 5200.076660
	Iteration 16Q: 3 clusters Score -4170224 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4170706.000000 Penalty: 5200.076660
	Iteration 17Q: 3 clusters Score -4170706 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -4171221.750000 Penalty: 5200.076660
	Iteration 18Q: 3 clusters Score -4171222 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -4171846.500000 Penalty: 5200.076660
	Iteration 19Q: 3 clusters Score -4171846 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4172602.000000 Penalty: 5200.076660
	Iteration 20F: 3 clusters Score -4172602 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4173529.000000 Penalty: 5200.076660
	Iteration 21Q: 3 clusters Score -4173529 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4174434.500000 Penalty: 5200.076660
	Iteration 22Q: 3 clusters Score -4174434 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4174963.750000 Penalty: 5200.076660
	Iteration 23Q: 3 clusters Score -4174964 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -4175214.750000 Penalty: 5200.076660
	Iteration 24Q: 3 clusters Score -4175215 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4175315.000000 Penalty: 5200.076660
	Iteration 25Q: 3 clusters Score -4175315 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4175391.500000 Penalty: 5200.076660
	Iteration 26Q: 3 clusters Score -4175392 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -4175459.500000 Penalty: 5200.076660
	Iteration 27Q: 3 clusters Score -4175460 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4175526.000000 Penalty: 5200.076660
	Iteration 28Q: 3 clusters Score -4175526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4175540.750000 Penalty: 5200.076660
	Iteration 29Q: 3 clusters Score -4175541 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4175569.000000 Penalty: 5200.076660
	Iteration 30Q: 3 clusters Score -4175569 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -4175598.000000 Penalty: 5200.076660
	Iteration 31Q: 3 clusters Score -4175598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -4175605.500000 Penalty: 5200.076660
	Iteration 32Q: 3 clusters Score -4175606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4175616.750000 Penalty: 5200.076660
	Iteration 33Q: 3 clusters Score -4175617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4175608.000000 Penalty: 5200.076660
	Iteration 34Q: 3 clusters Score -4175608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4175627.750000 Penalty: 5200.076660
	Iteration 35Q: 3 clusters Score -4175628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4175626.500000 Penalty: 5200.076660
	Iteration 36Q: 3 clusters Score -4175626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4175637.000000 Penalty: 5200.076660
	Iteration 37Q: 3 clusters Score -4175637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4175649.500000 Penalty: 5200.076660
	Iteration 38Q: 3 clusters Score -4175650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -4175648.500000 Penalty: 5200.076660
	Iteration 39Q: 3 clusters Score -4175648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4175659.750000 Penalty: 5200.076660
	Iteration 40F: 3 clusters Score -4175660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -4175665.500000 Penalty: 5200.076660
	Iteration 41Q: 3 clusters Score -4175666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4175673.750000 Penalty: 5200.076660
	Iteration 42Q: 3 clusters Score -4175674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4175669.000000 Penalty: 5200.076660
	Iteration 43Q: 3 clusters Score -4175669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -4175670.750000 Penalty: 5200.076660
	Iteration 44Q: 3 clusters Score -4175671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -4175676.250000 Penalty: 5200.076660
	Iteration 45Q: 3 clusters Score -4175676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4175673.000000 Penalty: 5200.076660
	Iteration 46Q: 3 clusters Score -4175673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4175678.250000 Penalty: 5200.076660
	Iteration 47Q: 3 clusters Score -4175678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4175672.250000 Penalty: 5200.076660
	Iteration 48Q: 3 clusters Score -4175672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4175674.250000 Penalty: 5200.076660
	Iteration 49Q: 3 clusters Score -4175674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -4175670.250000 Penalty: 5200.076660
	Iteration 50Q: 3 clusters Score -4175670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4175674.000000 Penalty: 5200.076660
	Iteration 51Q: 3 clusters Score -4175674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4175676.500000 Penalty: 5200.076660
	Iteration 52Q: 3 clusters Score -4175676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4175676.500000 Penalty: 5200.076660
	Iteration 53F: 3 clusters Score -4175676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Entering Unmasked Estep 
Score: -987535.687500 Penalty: 2256.875000
	Iteration 0F: 2 clusters Score -987535.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -980585.875000 Penalty: 4513.750000
	Iteration 0F: 3 clusters Score -980585.9 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -982878.187500 Penalty: 4513.750000
	Iteration 1F: 3 clusters Score -982878.2 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -983649.437500 Penalty: 4513.750000
	Iteration 2F: 3 clusters Score -983649.4 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -984440.250000 Penalty: 4513.750000
	Iteration 3F: 3 clusters Score -984440.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -985108.750000 Penalty: 4513.750000
	Iteration 4F: 3 clusters Score -985108.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -985580.187500 Penalty: 4513.750000
	Iteration 5F: 3 clusters Score -985580.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -985903.625000 Penalty: 4513.750000
	Iteration 6Q: 3 clusters Score -985903.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -986094.625000 Penalty: 4513.750000
	Iteration 7Q: 3 clusters Score -986094.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -986200.812500 Penalty: 4513.750000
	Iteration 8Q: 3 clusters Score -986200.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -986270.562500 Penalty: 4513.750000
	Iteration 9Q: 3 clusters Score -986270.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -986322.875000 Penalty: 4513.750000
	Iteration 10Q: 3 clusters Score -986322.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -986364.875000 Penalty: 4513.750000
	Iteration 11Q: 3 clusters Score -986364.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -986396.687500 Penalty: 4513.750000
	Iteration 12Q: 3 clusters Score -986396.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -986426.875000 Penalty: 4513.750000
	Iteration 13Q: 3 clusters Score -986426.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -986447.125000 Penalty: 4513.750000
	Iteration 14Q: 3 clusters Score -986447.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -986459.562500 Penalty: 4513.750000
	Iteration 15Q: 3 clusters Score -986459.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -986473.750000 Penalty: 4513.750000
	Iteration 16Q: 3 clusters Score -986473.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -986480.312500 Penalty: 4513.750000
	Iteration 17Q: 3 clusters Score -986480.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -986489.187500 Penalty: 4513.750000
	Iteration 18Q: 3 clusters Score -986489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -986497.187500 Penalty: 4513.750000
	Iteration 19Q: 3 clusters Score -986497.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -986505.937500 Penalty: 4513.750000
	Iteration 20F: 3 clusters Score -986505.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -986511.937500 Penalty: 4513.750000
	Iteration 21Q: 3 clusters Score -986511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -986519.500000 Penalty: 4513.750000
	Iteration 22Q: 3 clusters Score -986519.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -986525.187500 Penalty: 4513.750000
	Iteration 23Q: 3 clusters Score -986525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -986528.500000 Penalty: 4513.750000
	Iteration 24Q: 3 clusters Score -986528.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -986532.937500 Penalty: 4513.750000
	Iteration 25Q: 3 clusters Score -986532.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -986539.437500 Penalty: 4513.750000
	Iteration 26Q: 3 clusters Score -986539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -986544.125000 Penalty: 4513.750000
	Iteration 27Q: 3 clusters Score -986544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -986545.125000 Penalty: 4513.750000
	Iteration 28Q: 3 clusters Score -986545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -986546.000000 Penalty: 4513.750000
	Iteration 29Q: 3 clusters Score -986546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -986550.125000 Penalty: 4513.750000
	Iteration 30Q: 3 clusters Score -986550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -986549.812500 Penalty: 4513.750000
	Iteration 31Q: 3 clusters Score -986549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -986549.812500 Penalty: 4513.750000
	Iteration 32Q: 3 clusters Score -986549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -986551.250000 Penalty: 4513.750000
	Iteration 33Q: 3 clusters Score -986551.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -986553.687500 Penalty: 4513.750000
	Iteration 34Q: 3 clusters Score -986553.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -986553.437500 Penalty: 4513.750000
	Iteration 35Q: 3 clusters Score -986553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -986554.125000 Penalty: 4513.750000
	Iteration 36Q: 3 clusters Score -986554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -986554.125000 Penalty: 4513.750000
	Iteration 37F: 3 clusters Score -986554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (144721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144721 members 
Entering Unmasked Estep 
Score: -17062634.000000 Penalty: 2946.875488
	Iteration 0F: 2 clusters Score -1.706263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72410 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -16966136.000000 Penalty: 5893.750977
	Iteration 0F: 3 clusters Score -1.696614e+07 nChanged 68879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -17006138.000000 Penalty: 5893.750977
	Iteration 1F: 3 clusters Score -1.700614e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71047 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -17007864.000000 Penalty: 5893.750977
	Iteration 2Q: 3 clusters Score -1.700786e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
Score: -17010280.000000 Penalty: 5893.750977
	Iteration 3Q: 3 clusters Score -1.701028e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -17013858.000000 Penalty: 5893.750977
	Iteration 4F: 3 clusters Score -1.701386e+07 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -17018722.000000 Penalty: 5893.750977
	Iteration 5F: 3 clusters Score -1.701872e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -17024248.000000 Penalty: 5893.750977
	Iteration 6F: 3 clusters Score -1.702425e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -17029558.000000 Penalty: 5893.750977
	Iteration 7F: 3 clusters Score -1.702956e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -17034334.000000 Penalty: 5893.750977
	Iteration 8F: 3 clusters Score -1.703433e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -17038558.000000 Penalty: 5893.750977
	Iteration 9Q: 3 clusters Score -1.703856e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 101422 members 
Entering Unmasked Estep 
Score: -17042566.000000 Penalty: 5893.750977
	Iteration 10Q: 3 clusters Score -1.704257e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -17045822.000000 Penalty: 5893.750977
	Iteration 11Q: 3 clusters Score -1.704582e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -17048506.000000 Penalty: 5893.750977
	Iteration 12Q: 3 clusters Score -1.704851e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -17050580.000000 Penalty: 5893.750977
	Iteration 13Q: 3 clusters Score -1.705058e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 112687 members 
Entering Unmasked Estep 
Score: -17052334.000000 Penalty: 5893.750977
	Iteration 14Q: 3 clusters Score -1.705233e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 114926 members 
Entering Unmasked Estep 
Score: -17053896.000000 Penalty: 5893.750977
	Iteration 15Q: 3 clusters Score -1.70539e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 117007 members 
Entering Unmasked Estep 
Score: -17055392.000000 Penalty: 5893.750977
	Iteration 16Q: 3 clusters Score -1.705539e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 118888 members 
Entering Unmasked Estep 
Score: -17056636.000000 Penalty: 5893.750977
	Iteration 17Q: 3 clusters Score -1.705664e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 120634 members 
Entering Unmasked Estep 
Score: -17057766.000000 Penalty: 5893.750977
	Iteration 18Q: 3 clusters Score -1.705777e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 122236 members 
Entering Unmasked Estep 
Score: -17058864.000000 Penalty: 5893.750977
	Iteration 19Q: 3 clusters Score -1.705886e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 123650 members 
Entering Unmasked Estep 
Score: -17059646.000000 Penalty: 5893.750977
	Iteration 20F: 3 clusters Score -1.705965e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 124882 members 
Entering Unmasked Estep 
Score: -17060244.000000 Penalty: 5893.750977
	Iteration 21Q: 3 clusters Score -1.706024e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -17060800.000000 Penalty: 5893.750977
	Iteration 22Q: 3 clusters Score -1.70608e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -17061256.000000 Penalty: 5893.750977
	Iteration 23Q: 3 clusters Score -1.706126e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -17061604.000000 Penalty: 5893.750977
	Iteration 24Q: 3 clusters Score -1.70616e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -17061726.000000 Penalty: 5893.750977
	Iteration 25Q: 3 clusters Score -1.706173e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 129220 members 
Entering Unmasked Estep 
Score: -17061898.000000 Penalty: 5893.750977
	Iteration 26Q: 3 clusters Score -1.70619e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 129759 members 
Entering Unmasked Estep 
Score: -17062068.000000 Penalty: 5893.750977
	Iteration 27Q: 3 clusters Score -1.706207e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 130262 members 
Entering Unmasked Estep 
Score: -17062198.000000 Penalty: 5893.750977
	Iteration 28Q: 3 clusters Score -1.70622e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 130699 members 
Entering Unmasked Estep 
Score: -17062284.000000 Penalty: 5893.750977
	Iteration 29Q: 3 clusters Score -1.706228e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -17062308.000000 Penalty: 5893.750977
	Iteration 30Q: 3 clusters Score -1.706231e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 131468 members 
Entering Unmasked Estep 
Score: -17062382.000000 Penalty: 5893.750977
	Iteration 31Q: 3 clusters Score -1.706238e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 131773 members 
Entering Unmasked Estep 
Score: -17062434.000000 Penalty: 5893.750977
	Iteration 32Q: 3 clusters Score -1.706243e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 132068 members 
Entering Unmasked Estep 
Score: -17062476.000000 Penalty: 5893.750977
	Iteration 33Q: 3 clusters Score -1.706248e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 132359 members 
Entering Unmasked Estep 
Score: -17062478.000000 Penalty: 5893.750977
	Iteration 34Q: 3 clusters Score -1.706248e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 132652 members 
Entering Unmasked Estep 
Score: -17062508.000000 Penalty: 5893.750977
	Iteration 35Q: 3 clusters Score -1.706251e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 132904 members 
Entering Unmasked Estep 
Score: -17062516.000000 Penalty: 5893.750977
	Iteration 36Q: 3 clusters Score -1.706252e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 133152 members 
Entering Unmasked Estep 
Score: -17062534.000000 Penalty: 5893.750977
	Iteration 37Q: 3 clusters Score -1.706253e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 133364 members 
Entering Unmasked Estep 
Score: -17062562.000000 Penalty: 5893.750977
	Iteration 38Q: 3 clusters Score -1.706256e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 133533 members 
Entering Unmasked Estep 
Score: -17062574.000000 Penalty: 5893.750977
	Iteration 39Q: 3 clusters Score -1.706257e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 133693 members 
Entering Unmasked Estep 
Score: -17062608.000000 Penalty: 5893.750977
	Iteration 40F: 3 clusters Score -1.706261e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 133857 members 
Entering Unmasked Estep 
Score: -17062584.000000 Penalty: 5893.750977
	Iteration 41Q: 3 clusters Score -1.706258e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -17062634.000000 Penalty: 5893.750977
	Iteration 42Q: 3 clusters Score -1.706263e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -17062620.000000 Penalty: 5893.750977
	Iteration 43Q: 3 clusters Score -1.706262e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 134254 members 
Entering Unmasked Estep 
Score: -17062596.000000 Penalty: 5893.750977
	Iteration 44Q: 3 clusters Score -1.70626e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 134366 members 
Entering Unmasked Estep 
Score: -17062592.000000 Penalty: 5893.750977
	Iteration 45Q: 3 clusters Score -1.706259e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 134472 members 
Entering Unmasked Estep 
Score: -17062586.000000 Penalty: 5893.750977
	Iteration 46Q: 3 clusters Score -1.706259e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 134567 members 
Entering Unmasked Estep 
Score: -17062570.000000 Penalty: 5893.750977
	Iteration 47Q: 3 clusters Score -1.706257e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 134659 members 
Entering Unmasked Estep 
Score: -17062590.000000 Penalty: 5893.750977
	Iteration 48Q: 3 clusters Score -1.706259e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 134748 members 
Entering Unmasked Estep 
Score: -17062610.000000 Penalty: 5893.750977
	Iteration 49Q: 3 clusters Score -1.706261e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 134824 members 
Entering Unmasked Estep 
Score: -17062606.000000 Penalty: 5893.750977
	Iteration 50Q: 3 clusters Score -1.706261e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 134900 members 
Entering Unmasked Estep 
Score: -17062622.000000 Penalty: 5893.750977
	Iteration 51Q: 3 clusters Score -1.706262e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 134985 members 
Entering Unmasked Estep 
Score: -17062660.000000 Penalty: 5893.750977
	Iteration 52Q: 3 clusters Score -1.706266e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 135068 members 
Entering Unmasked Estep 
Score: -17062658.000000 Penalty: 5893.750977
	Iteration 53Q: 3 clusters Score -1.706266e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 135158 members 
Entering Unmasked Estep 
Score: -17062656.000000 Penalty: 5893.750977
	Iteration 54Q: 3 clusters Score -1.706266e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 135238 members 
Entering Unmasked Estep 
Score: -17062700.000000 Penalty: 5893.750977
	Iteration 55Q: 3 clusters Score -1.70627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -17062720.000000 Penalty: 5893.750977
	Iteration 56Q: 3 clusters Score -1.706272e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 135346 members 
Entering Unmasked Estep 
Score: -17062722.000000 Penalty: 5893.750977
	Iteration 57Q: 3 clusters Score -1.706272e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 135392 members 
Entering Unmasked Estep 
Score: -17062750.000000 Penalty: 5893.750977
	Iteration 58Q: 3 clusters Score -1.706275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 135428 members 
Entering Unmasked Estep 
Score: -17062748.000000 Penalty: 5893.750977
	Iteration 59Q: 3 clusters Score -1.706275e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 135464 members 
Entering Unmasked Estep 
Score: -17062744.000000 Penalty: 5893.750977
	Iteration 60F: 3 clusters Score -1.706274e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -17062718.000000 Penalty: 5893.750977
	Iteration 61Q: 3 clusters Score -1.706272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 135527 members 
Entering Unmasked Estep 
Score: -17062708.000000 Penalty: 5893.750977
	Iteration 62Q: 3 clusters Score -1.706271e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 135556 members 
Entering Unmasked Estep 
Score: -17062736.000000 Penalty: 5893.750977
	Iteration 63Q: 3 clusters Score -1.706274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 135583 members 
Entering Unmasked Estep 
Score: -17062718.000000 Penalty: 5893.750977
	Iteration 64Q: 3 clusters Score -1.706272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 135609 members 
Entering Unmasked Estep 
Score: -17062694.000000 Penalty: 5893.750977
	Iteration 65Q: 3 clusters Score -1.706269e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 135633 members 
Entering Unmasked Estep 
Score: -17062696.000000 Penalty: 5893.750977
	Iteration 66Q: 3 clusters Score -1.70627e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 135654 members 
Entering Unmasked Estep 
Score: -17062686.000000 Penalty: 5893.750977
	Iteration 67Q: 3 clusters Score -1.706269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 135683 members 
Entering Unmasked Estep 
Score: -17062676.000000 Penalty: 5893.750977
	Iteration 68Q: 3 clusters Score -1.706268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 135701 members 
Entering Unmasked Estep 
Score: -17062686.000000 Penalty: 5893.750977
	Iteration 69Q: 3 clusters Score -1.706269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 135721 members 
Entering Unmasked Estep 
Score: -17062682.000000 Penalty: 5893.750977
	Iteration 70Q: 3 clusters Score -1.706268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 135738 members 
Entering Unmasked Estep 
Score: -17062666.000000 Penalty: 5893.750977
	Iteration 71Q: 3 clusters Score -1.706267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 135757 members 
Entering Unmasked Estep 
Score: -17062678.000000 Penalty: 5893.750977
	Iteration 72Q: 3 clusters Score -1.706268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 135772 members 
Entering Unmasked Estep 
Score: -17062698.000000 Penalty: 5893.750977
	Iteration 73Q: 3 clusters Score -1.70627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 135790 members 
Entering Unmasked Estep 
Score: -17062702.000000 Penalty: 5893.750977
	Iteration 74Q: 3 clusters Score -1.70627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 135807 members 
Entering Unmasked Estep 
Score: -17062684.000000 Penalty: 5893.750977
	Iteration 75Q: 3 clusters Score -1.706268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -17062686.000000 Penalty: 5893.750977
	Iteration 76Q: 3 clusters Score -1.706269e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -17062684.000000 Penalty: 5893.750977
	Iteration 77Q: 3 clusters Score -1.706268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 135875 members 
Entering Unmasked Estep 
Score: -17062684.000000 Penalty: 5893.750977
	Iteration 78Q: 3 clusters Score -1.706268e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 135899 members 
Entering Unmasked Estep 
Score: -17062692.000000 Penalty: 5893.750977
	Iteration 79Q: 3 clusters Score -1.706269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 135927 members 
Entering Unmasked Estep 
Score: -17062710.000000 Penalty: 5893.750977
	Iteration 80F: 3 clusters Score -1.706271e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 135963 members 
Entering Unmasked Estep 
Score: -17062714.000000 Penalty: 5893.750977
	Iteration 81Q: 3 clusters Score -1.706271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 135999 members 
Entering Unmasked Estep 
Score: -17062706.000000 Penalty: 5893.750977
	Iteration 82Q: 3 clusters Score -1.706271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 136024 members 
Entering Unmasked Estep 
Score: -17062706.000000 Penalty: 5893.750977
	Iteration 83Q: 3 clusters Score -1.706271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 136052 members 
Entering Unmasked Estep 
Score: -17062716.000000 Penalty: 5893.750977
	Iteration 84Q: 3 clusters Score -1.706272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -17062702.000000 Penalty: 5893.750977
	Iteration 85Q: 3 clusters Score -1.70627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 136112 members 
Entering Unmasked Estep 
Score: -17062714.000000 Penalty: 5893.750977
	Iteration 86Q: 3 clusters Score -1.706271e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 136134 members 
Entering Unmasked Estep 
Score: -17062718.000000 Penalty: 5893.750977
	Iteration 87Q: 3 clusters Score -1.706272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 136156 members 
Entering Unmasked Estep 
Score: -17062736.000000 Penalty: 5893.750977
	Iteration 88Q: 3 clusters Score -1.706274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -17062768.000000 Penalty: 5893.750977
	Iteration 89Q: 3 clusters Score -1.706277e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 136196 members 
Entering Unmasked Estep 
Score: -17062774.000000 Penalty: 5893.750977
	Iteration 90Q: 3 clusters Score -1.706277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 136215 members 
Entering Unmasked Estep 
Score: -17062746.000000 Penalty: 5893.750977
	Iteration 91Q: 3 clusters Score -1.706275e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
Score: -17062740.000000 Penalty: 5893.750977
	Iteration 92Q: 3 clusters Score -1.706274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -17062750.000000 Penalty: 5893.750977
	Iteration 93Q: 3 clusters Score -1.706275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -17062764.000000 Penalty: 5893.750977
	Iteration 94Q: 3 clusters Score -1.706276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 136293 members 
Entering Unmasked Estep 
Score: -17062760.000000 Penalty: 5893.750977
	Iteration 95Q: 3 clusters Score -1.706276e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 136314 members 
Entering Unmasked Estep 
Score: -17062768.000000 Penalty: 5893.750977
	Iteration 96Q: 3 clusters Score -1.706277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 136334 members 
Entering Unmasked Estep 
Score: -17062738.000000 Penalty: 5893.750977
	Iteration 97Q: 3 clusters Score -1.706274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 136350 members 
Entering Unmasked Estep 
Score: -17062746.000000 Penalty: 5893.750977
	Iteration 98Q: 3 clusters Score -1.706275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 136363 members 
Entering Unmasked Estep 
Score: -17062738.000000 Penalty: 5893.750977
	Iteration 99Q: 3 clusters Score -1.706274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 136374 members 
Entering Unmasked Estep 
Score: -17062730.000000 Penalty: 5893.750977
	Iteration 100F: 3 clusters Score -1.706273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 136384 members 
Entering Unmasked Estep 
Score: -17062728.000000 Penalty: 5893.750977
	Iteration 101Q: 3 clusters Score -1.706273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 136401 members 
Entering Unmasked Estep 
Score: -17062750.000000 Penalty: 5893.750977
	Iteration 102Q: 3 clusters Score -1.706275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 136417 members 
Entering Unmasked Estep 
Score: -17062758.000000 Penalty: 5893.750977
	Iteration 103Q: 3 clusters Score -1.706276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 136434 members 
Entering Unmasked Estep 
Score: -17062736.000000 Penalty: 5893.750977
	Iteration 104Q: 3 clusters Score -1.706274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -17062746.000000 Penalty: 5893.750977
	Iteration 105Q: 3 clusters Score -1.706275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 136460 members 
Entering Unmasked Estep 
Score: -17062744.000000 Penalty: 5893.750977
	Iteration 106Q: 3 clusters Score -1.706274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 136470 members 
Entering Unmasked Estep 
Score: -17062748.000000 Penalty: 5893.750977
	Iteration 107Q: 3 clusters Score -1.706275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 136477 members 
Entering Unmasked Estep 
Score: -17062746.000000 Penalty: 5893.750977
	Iteration 108Q: 3 clusters Score -1.706275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 136484 members 
Entering Unmasked Estep 
Score: -17062744.000000 Penalty: 5893.750977
	Iteration 109Q: 3 clusters Score -1.706274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 136493 members 
Entering Unmasked Estep 
Score: -17062750.000000 Penalty: 5893.750977
	Iteration 110Q: 3 clusters Score -1.706275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 136503 members 
Entering Unmasked Estep 
Score: -17062750.000000 Penalty: 5893.750977
	Iteration 111Q: 3 clusters Score -1.706275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -17062742.000000 Penalty: 5893.750977
	Iteration 112Q: 3 clusters Score -1.706274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -17062748.000000 Penalty: 5893.750977
	Iteration 113Q: 3 clusters Score -1.706275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -17062732.000000 Penalty: 5893.750977
	Iteration 114Q: 3 clusters Score -1.706273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -17062728.000000 Penalty: 5893.750977
	Iteration 115Q: 3 clusters Score -1.706273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -17062718.000000 Penalty: 5893.750977
	Iteration 116Q: 3 clusters Score -1.706272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 136539 members 
Entering Unmasked Estep 
Score: -17062732.000000 Penalty: 5893.750977
	Iteration 117Q: 3 clusters Score -1.706273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 136549 members 
Entering Unmasked Estep 
Score: -17062726.000000 Penalty: 5893.750977
	Iteration 118Q: 3 clusters Score -1.706273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -17062718.000000 Penalty: 5893.750977
	Iteration 119Q: 3 clusters Score -1.706272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 136565 members 
Entering Unmasked Estep 
Score: -17062712.000000 Penalty: 5893.750977
	Iteration 120F: 3 clusters Score -1.706271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -17062720.000000 Penalty: 5893.750977
	Iteration 121Q: 3 clusters Score -1.706272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 136567 members 
Entering Unmasked Estep 
Score: -17062720.000000 Penalty: 5893.750977
	Iteration 122F: 3 clusters Score -1.706272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 13888 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 120484 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192390 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 223371 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 8154 members 
Mstep: Class 30 contains 22971 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71302 members 
Mstep: Class 34 contains 34538 members 
Mstep: Class 35 contains 5607 members 
Mstep: Class 36 contains 41040 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 30405 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5566 members 
Mstep: Class 41 contains 1193 members 
Mstep: Class 42 contains 136567 members 
Entering Unmasked Estep 
Score: -225937968.000000 Penalty: 151190.640625
Splitting cluster 29 changes total score from -225940240.000000 to -225937968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (22971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Entering Unmasked Estep 
Score: -2639335.750000 Penalty: 2490.412842
	Iteration 0F: 2 clusters Score -2639336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2623298.000000 Penalty: 4980.825684
	Iteration 0F: 3 clusters Score -2623298 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2628822.250000 Penalty: 4980.825684
	Iteration 1F: 3 clusters Score -2628822 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2629246.750000 Penalty: 4980.825684
	Iteration 2F: 3 clusters Score -2629247 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2629732.750000 Penalty: 4980.825684
	Iteration 3Q: 3 clusters Score -2629733 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2630426.000000 Penalty: 4980.825684
	Iteration 4F: 3 clusters Score -2630426 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2631308.250000 Penalty: 4980.825684
	Iteration 5F: 3 clusters Score -2631308 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2632247.750000 Penalty: 4980.825684
	Iteration 6F: 3 clusters Score -2632248 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2633233.250000 Penalty: 4980.825684
	Iteration 7F: 3 clusters Score -2633233 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2634031.750000 Penalty: 4980.825684
	Iteration 8F: 3 clusters Score -2634032 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2634690.750000 Penalty: 4980.825684
	Iteration 9Q: 3 clusters Score -2634691 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2635261.750000 Penalty: 4980.825684
	Iteration 10Q: 3 clusters Score -2635262 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2635732.750000 Penalty: 4980.825684
	Iteration 11Q: 3 clusters Score -2635733 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2636147.750000 Penalty: 4980.825684
	Iteration 12Q: 3 clusters Score -2636148 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2636486.750000 Penalty: 4980.825684
	Iteration 13Q: 3 clusters Score -2636487 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2636738.250000 Penalty: 4980.825684
	Iteration 14Q: 3 clusters Score -2636738 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2636910.250000 Penalty: 4980.825684
	Iteration 15Q: 3 clusters Score -2636910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2637072.250000 Penalty: 4980.825684
	Iteration 16Q: 3 clusters Score -2637072 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2637162.500000 Penalty: 4980.825684
	Iteration 17Q: 3 clusters Score -2637162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2637225.000000 Penalty: 4980.825684
	Iteration 18Q: 3 clusters Score -2637225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2637256.000000 Penalty: 4980.825684
	Iteration 19Q: 3 clusters Score -2637256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2637279.000000 Penalty: 4980.825684
	Iteration 20F: 3 clusters Score -2637279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2637294.750000 Penalty: 4980.825684
	Iteration 21Q: 3 clusters Score -2637295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2637308.000000 Penalty: 4980.825684
	Iteration 22Q: 3 clusters Score -2637308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2637314.250000 Penalty: 4980.825684
	Iteration 23Q: 3 clusters Score -2637314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2637329.750000 Penalty: 4980.825684
	Iteration 24Q: 3 clusters Score -2637330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2637336.500000 Penalty: 4980.825684
	Iteration 25Q: 3 clusters Score -2637336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2637351.250000 Penalty: 4980.825684
	Iteration 26Q: 3 clusters Score -2637351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2637355.500000 Penalty: 4980.825684
	Iteration 27Q: 3 clusters Score -2637356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2637357.500000 Penalty: 4980.825684
	Iteration 28Q: 3 clusters Score -2637358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2637365.750000 Penalty: 4980.825684
	Iteration 29Q: 3 clusters Score -2637366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2637373.250000 Penalty: 4980.825684
	Iteration 30Q: 3 clusters Score -2637373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2637378.500000 Penalty: 4980.825684
	Iteration 31Q: 3 clusters Score -2637378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2637377.750000 Penalty: 4980.825684
	Iteration 32Q: 3 clusters Score -2637378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2637377.500000 Penalty: 4980.825684
	Iteration 33Q: 3 clusters Score -2637378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2637377.500000 Penalty: 4980.825684
	Iteration 34F: 3 clusters Score -2637378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Entering Unmasked Estep 
Score: -1201405.500000 Penalty: 2271.913086
	Iteration 0F: 2 clusters Score -1201406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1193983.500000 Penalty: 4543.826172
	Iteration 0F: 3 clusters Score -1193984 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1196117.500000 Penalty: 4543.826172
	Iteration 1F: 3 clusters Score -1196118 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1196388.125000 Penalty: 4543.826172
	Iteration 2F: 3 clusters Score -1196388 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1196576.875000 Penalty: 4543.826172
	Iteration 3Q: 3 clusters Score -1196577 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1196703.500000 Penalty: 4543.826172
	Iteration 4Q: 3 clusters Score -1196704 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1196797.125000 Penalty: 4543.826172
	Iteration 5Q: 3 clusters Score -1196797 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1196868.875000 Penalty: 4543.826172
	Iteration 6Q: 3 clusters Score -1196869 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1196936.250000 Penalty: 4543.826172
	Iteration 7Q: 3 clusters Score -1196936 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1196992.250000 Penalty: 4543.826172
	Iteration 8Q: 3 clusters Score -1196992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1197036.875000 Penalty: 4543.826172
	Iteration 9Q: 3 clusters Score -1197037 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1197081.875000 Penalty: 4543.826172
	Iteration 10Q: 3 clusters Score -1197082 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1197115.625000 Penalty: 4543.826172
	Iteration 11Q: 3 clusters Score -1197116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1197146.625000 Penalty: 4543.826172
	Iteration 12Q: 3 clusters Score -1197147 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1197176.375000 Penalty: 4543.826172
	Iteration 13Q: 3 clusters Score -1197176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1197203.000000 Penalty: 4543.826172
	Iteration 14Q: 3 clusters Score -1197203 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1197228.625000 Penalty: 4543.826172
	Iteration 15Q: 3 clusters Score -1197229 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1197253.375000 Penalty: 4543.826172
	Iteration 16Q: 3 clusters Score -1197253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1197282.750000 Penalty: 4543.826172
	Iteration 17Q: 3 clusters Score -1197283 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1197314.625000 Penalty: 4543.826172
	Iteration 18Q: 3 clusters Score -1197315 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1197362.250000 Penalty: 4543.826172
	Iteration 19Q: 3 clusters Score -1197362 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1197414.250000 Penalty: 4543.826172
	Iteration 20F: 3 clusters Score -1197414 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1197484.875000 Penalty: 4543.826172
	Iteration 21Q: 3 clusters Score -1197485 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1197566.375000 Penalty: 4543.826172
	Iteration 22Q: 3 clusters Score -1197566 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1197656.750000 Penalty: 4543.826172
	Iteration 23Q: 3 clusters Score -1197657 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1197773.750000 Penalty: 4543.826172
	Iteration 24Q: 3 clusters Score -1197774 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1197898.250000 Penalty: 4543.826172
	Iteration 25Q: 3 clusters Score -1197898 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1198028.250000 Penalty: 4543.826172
	Iteration 26Q: 3 clusters Score -1198028 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1198175.625000 Penalty: 4543.826172
	Iteration 27Q: 3 clusters Score -1198176 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1198318.500000 Penalty: 4543.826172
	Iteration 28Q: 3 clusters Score -1198318 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1198460.875000 Penalty: 4543.826172
	Iteration 29Q: 3 clusters Score -1198461 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1198596.625000 Penalty: 4543.826172
	Iteration 30Q: 3 clusters Score -1198597 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1198708.250000 Penalty: 4543.826172
	Iteration 31Q: 3 clusters Score -1198708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1198827.375000 Penalty: 4543.826172
	Iteration 32Q: 3 clusters Score -1198827 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1198934.500000 Penalty: 4543.826172
	Iteration 33Q: 3 clusters Score -1198934 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1199036.625000 Penalty: 4543.826172
	Iteration 34Q: 3 clusters Score -1199037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1199097.125000 Penalty: 4543.826172
	Iteration 35Q: 3 clusters Score -1199097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1199150.250000 Penalty: 4543.826172
	Iteration 36Q: 3 clusters Score -1199150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1199184.125000 Penalty: 4543.826172
	Iteration 37Q: 3 clusters Score -1199184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1199210.375000 Penalty: 4543.826172
	Iteration 38Q: 3 clusters Score -1199210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1199237.125000 Penalty: 4543.826172
	Iteration 39Q: 3 clusters Score -1199237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1199257.750000 Penalty: 4543.826172
	Iteration 40F: 3 clusters Score -1199258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1199280.375000 Penalty: 4543.826172
	Iteration 41Q: 3 clusters Score -1199280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1199292.125000 Penalty: 4543.826172
	Iteration 42Q: 3 clusters Score -1199292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1199300.375000 Penalty: 4543.826172
	Iteration 43Q: 3 clusters Score -1199300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1199308.750000 Penalty: 4543.826172
	Iteration 44Q: 3 clusters Score -1199309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1199312.375000 Penalty: 4543.826172
	Iteration 45Q: 3 clusters Score -1199312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1199321.875000 Penalty: 4543.826172
	Iteration 46Q: 3 clusters Score -1199322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1199324.750000 Penalty: 4543.826172
	Iteration 47Q: 3 clusters Score -1199325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1199326.125000 Penalty: 4543.826172
	Iteration 48Q: 3 clusters Score -1199326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1199329.125000 Penalty: 4543.826172
	Iteration 49Q: 3 clusters Score -1199329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1199327.750000 Penalty: 4543.826172
	Iteration 50Q: 3 clusters Score -1199328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1199329.625000 Penalty: 4543.826172
	Iteration 51Q: 3 clusters Score -1199330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1199329.625000 Penalty: 4543.826172
	Iteration 52F: 3 clusters Score -1199330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Entering Unmasked Estep 
Score: -2510493.750000 Penalty: 2455.866455
	Iteration 0F: 2 clusters Score -2510494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2496464.750000 Penalty: 4911.732910
	Iteration 0F: 3 clusters Score -2496465 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2501053.250000 Penalty: 4911.732910
	Iteration 1F: 3 clusters Score -2501053 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2501400.250000 Penalty: 4911.732910
	Iteration 2Q: 3 clusters Score -2501400 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2501681.000000 Penalty: 4911.732910
	Iteration 3Q: 3 clusters Score -2501681 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2501918.500000 Penalty: 4911.732910
	Iteration 4Q: 3 clusters Score -2501918 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2502130.750000 Penalty: 4911.732910
	Iteration 5Q: 3 clusters Score -2502131 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2502368.750000 Penalty: 4911.732910
	Iteration 6Q: 3 clusters Score -2502369 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2502695.000000 Penalty: 4911.732910
	Iteration 7Q: 3 clusters Score -2502695 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2503116.500000 Penalty: 4911.732910
	Iteration 8Q: 3 clusters Score -2503116 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2503768.750000 Penalty: 4911.732910
	Iteration 9F: 3 clusters Score -2503769 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2504652.500000 Penalty: 4911.732910
	Iteration 10F: 3 clusters Score -2504652 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2505710.000000 Penalty: 4911.732910
	Iteration 11F: 3 clusters Score -2505710 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2506682.000000 Penalty: 4911.732910
	Iteration 12F: 3 clusters Score -2506682 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2507438.500000 Penalty: 4911.732910
	Iteration 13Q: 3 clusters Score -2507438 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2507876.000000 Penalty: 4911.732910
	Iteration 14Q: 3 clusters Score -2507876 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2508057.250000 Penalty: 4911.732910
	Iteration 15Q: 3 clusters Score -2508057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2508141.250000 Penalty: 4911.732910
	Iteration 16Q: 3 clusters Score -2508141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2508214.750000 Penalty: 4911.732910
	Iteration 17Q: 3 clusters Score -2508215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2508263.250000 Penalty: 4911.732910
	Iteration 18Q: 3 clusters Score -2508263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2508282.000000 Penalty: 4911.732910
	Iteration 19Q: 3 clusters Score -2508282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2508301.750000 Penalty: 4911.732910
	Iteration 20F: 3 clusters Score -2508302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2508322.750000 Penalty: 4911.732910
	Iteration 21Q: 3 clusters Score -2508323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2508337.500000 Penalty: 4911.732910
	Iteration 22Q: 3 clusters Score -2508338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2508347.000000 Penalty: 4911.732910
	Iteration 23Q: 3 clusters Score -2508347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2508353.000000 Penalty: 4911.732910
	Iteration 24Q: 3 clusters Score -2508353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2508355.250000 Penalty: 4911.732910
	Iteration 25Q: 3 clusters Score -2508355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2508360.500000 Penalty: 4911.732910
	Iteration 26Q: 3 clusters Score -2508360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2508359.250000 Penalty: 4911.732910
	Iteration 27Q: 3 clusters Score -2508359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2508360.250000 Penalty: 4911.732910
	Iteration 28Q: 3 clusters Score -2508360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2508361.750000 Penalty: 4911.732910
	Iteration 29Q: 3 clusters Score -2508362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2508366.250000 Penalty: 4911.732910
	Iteration 30Q: 3 clusters Score -2508366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2508366.250000 Penalty: 4911.732910
	Iteration 31F: 3 clusters Score -2508366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Entering Unmasked Estep 
Score: -8117957.500000 Penalty: 2771.320557
	Iteration 0F: 2 clusters Score -8117958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -8070217.500000 Penalty: 5542.641113
	Iteration 0F: 3 clusters Score -8070218 nChanged 33374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -8089345.000000 Penalty: 5542.641113
	Iteration 1F: 3 clusters Score -8089345 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -8090494.000000 Penalty: 5542.641113
	Iteration 2Q: 3 clusters Score -8090494 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -8091966.500000 Penalty: 5542.641113
	Iteration 3Q: 3 clusters Score -8091966 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -8094115.500000 Penalty: 5542.641113
	Iteration 4F: 3 clusters Score -8094116 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -8097085.500000 Penalty: 5542.641113
	Iteration 5F: 3 clusters Score -8097086 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -8100568.000000 Penalty: 5542.641113
	Iteration 6F: 3 clusters Score -8100568 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -8104141.500000 Penalty: 5542.641113
	Iteration 7F: 3 clusters Score -8104142 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -8107197.500000 Penalty: 5542.641113
	Iteration 8F: 3 clusters Score -8107198 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -8109330.000000 Penalty: 5542.641113
	Iteration 9Q: 3 clusters Score -8109330 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -8110689.500000 Penalty: 5542.641113
	Iteration 10Q: 3 clusters Score -8110690 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -8111768.500000 Penalty: 5542.641113
	Iteration 11Q: 3 clusters Score -8111768 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -8112631.000000 Penalty: 5542.641113
	Iteration 12Q: 3 clusters Score -8112631 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -8113347.500000 Penalty: 5542.641113
	Iteration 13Q: 3 clusters Score -8113348 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61436 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8113892 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -8114352.000000 Penalty: 5542.641113
	Iteration 15Q: 3 clusters Score -8114352 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -8114660.500000 Penalty: 5542.641113
	Iteration 16Q: 3 clusters Score -8114660 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8114892 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -8115032.000000 Penalty: 5542.641113
	Iteration 18Q: 3 clusters Score -8115032 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63672 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -8115136.000000 Penalty: 5542.641113
	Iteration 19Q: 3 clusters Score -8115136 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -8115223.000000 Penalty: 5542.641113
	Iteration 20F: 3 clusters Score -8115223 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8115294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8115330 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8115368 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64841 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -8115413.500000 Penalty: 5542.641113
	Iteration 24Q: 3 clusters Score -8115414 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65004 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8115463.000000 Penalty: 5542.641113
	Iteration 25Q: 3 clusters Score -8115463 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -8115492.000000 Penalty: 5542.641113
	Iteration 26Q: 3 clusters Score -8115492 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -8115515.000000 Penalty: 5542.641113
	Iteration 27Q: 3 clusters Score -8115515 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -8115542.500000 Penalty: 5542.641113
	Iteration 28Q: 3 clusters Score -8115542 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8115563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65748 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -8115556.000000 Penalty: 5542.641113
	Iteration 30Q: 3 clusters Score -8115556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65844 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -8115553.500000 Penalty: 5542.641113
	Iteration 31Q: 3 clusters Score -8115554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8115568 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -8115586.500000 Penalty: 5542.641113
	Iteration 33Q: 3 clusters Score -8115586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8115608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -8115609.500000 Penalty: 5542.641113
	Iteration 35Q: 3 clusters Score -8115610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8115608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8115602.500000 Penalty: 5542.641113
	Iteration 37Q: 3 clusters Score -8115602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8115600.000000 Penalty: 5542.641113
	Iteration 38Q: 3 clusters Score -8115600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66355 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8115599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8115597.500000 Penalty: 5542.641113
	Iteration 40F: 3 clusters Score -8115598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66463 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8115606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66528 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8115614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8115633 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8115660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66726 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8115665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8115683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8115698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66904 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8115705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8115711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67028 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8115713.000000 Penalty: 5542.641113
	Iteration 50Q: 3 clusters Score -8115713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8115714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8115716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8115715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8115723.000000 Penalty: 5542.641113
	Iteration 54Q: 3 clusters Score -8115723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8115732.500000 Penalty: 5542.641113
	Iteration 55Q: 3 clusters Score -8115732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -8115739.500000 Penalty: 5542.641113
	Iteration 56Q: 3 clusters Score -8115740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8115737.000000 Penalty: 5542.641113
	Iteration 57Q: 3 clusters Score -8115737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8115734.500000 Penalty: 5542.641113
	Iteration 58Q: 3 clusters Score -8115734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8115742.500000 Penalty: 5542.641113
	Iteration 59Q: 3 clusters Score -8115742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -8115749.000000 Penalty: 5542.641113
	Iteration 60F: 3 clusters Score -8115749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8115754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67427 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8115741.500000 Penalty: 5542.641113
	Iteration 62Q: 3 clusters Score -8115742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8115748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8115744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67492 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8115746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8115756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67554 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8115758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67584 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8115763.500000 Penalty: 5542.641113
	Iteration 68Q: 3 clusters Score -8115764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -8115775.000000 Penalty: 5542.641113
	Iteration 69Q: 3 clusters Score -8115775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8115778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8115774.500000 Penalty: 5542.641113
	Iteration 71Q: 3 clusters Score -8115774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8115785.500000 Penalty: 5542.641113
	Iteration 72Q: 3 clusters Score -8115786 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8115794.000000 Penalty: 5542.641113
	Iteration 73Q: 3 clusters Score -8115794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8115794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8115803.000000 Penalty: 5542.641113
	Iteration 75Q: 3 clusters Score -8115803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8115814.500000 Penalty: 5542.641113
	Iteration 76Q: 3 clusters Score -8115814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8115819.500000 Penalty: 5542.641113
	Iteration 77Q: 3 clusters Score -8115820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8115809.500000 Penalty: 5542.641113
	Iteration 78Q: 3 clusters Score -8115810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67772 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8115808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8115808 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8115810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8115816 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8115815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8115820.500000 Penalty: 5542.641113
	Iteration 84Q: 3 clusters Score -8115820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8115822.500000 Penalty: 5542.641113
	Iteration 85Q: 3 clusters Score -8115822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8115814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67851 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8115817.000000 Penalty: 5542.641113
	Iteration 87Q: 3 clusters Score -8115817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8115810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8115811.000000 Penalty: 5542.641113
	Iteration 89Q: 3 clusters Score -8115811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8115808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8115812.000000 Penalty: 5542.641113
	Iteration 91Q: 3 clusters Score -8115812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8115809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8115812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8115812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67916 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8115815.000000 Penalty: 5542.641113
	Iteration 95Q: 3 clusters Score -8115815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8115810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8115812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8115814.000000 Penalty: 5542.641113
	Iteration 98Q: 3 clusters Score -8115814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8115816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8115825.000000 Penalty: 5542.641113
	Iteration 100F: 3 clusters Score -8115825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8115823.500000 Penalty: 5542.641113
	Iteration 101Q: 3 clusters Score -8115824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8115835.000000 Penalty: 5542.641113
	Iteration 102Q: 3 clusters Score -8115835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8115824 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67978 members 
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Entering Unmasked Estep 
Score: -8115816.500000 Penalty: 5542.641113
	Iteration 104Q: 3 clusters Score -8115816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67980 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8115817.500000 Penalty: 5542.641113
	Iteration 105Q: 3 clusters Score -8115818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8115819.500000 Penalty: 5542.641113
	Iteration 106Q: 3 clusters Score -8115820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8115816.500000 Penalty: 5542.641113
	Iteration 107Q: 3 clusters Score -8115816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8115828.500000 Penalty: 5542.641113
	Iteration 108Q: 3 clusters Score -8115828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8115830.000000 Penalty: 5542.641113
	Iteration 109Q: 3 clusters Score -8115830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8115831.000000 Penalty: 5542.641113
	Iteration 110Q: 3 clusters Score -8115831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8115828.000000 Penalty: 5542.641113
	Iteration 111Q: 3 clusters Score -8115828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8115829.000000 Penalty: 5542.641113
	Iteration 112Q: 3 clusters Score -8115829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8115835.000000 Penalty: 5542.641113
	Iteration 113Q: 3 clusters Score -8115835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68049 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -8115837.500000 Penalty: 5542.641113
	Iteration 114Q: 3 clusters Score -8115838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8115842.500000 Penalty: 5542.641113
	Iteration 115Q: 3 clusters Score -8115842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8115830.500000 Penalty: 5542.641113
	Iteration 116Q: 3 clusters Score -8115830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8115827.500000 Penalty: 5542.641113
	Iteration 117Q: 3 clusters Score -8115828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68095 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8115836.500000 Penalty: 5542.641113
	Iteration 118Q: 3 clusters Score -8115836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8115842.500000 Penalty: 5542.641113
	Iteration 119Q: 3 clusters Score -8115842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8115841.500000 Penalty: 5542.641113
	Iteration 120F: 3 clusters Score -8115842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8115843.500000 Penalty: 5542.641113
	Iteration 121Q: 3 clusters Score -8115844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8115847.500000 Penalty: 5542.641113
	Iteration 122Q: 3 clusters Score -8115848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8115849.000000 Penalty: 5542.641113
	Iteration 123Q: 3 clusters Score -8115849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68121 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8115856.500000 Penalty: 5542.641113
	Iteration 124Q: 3 clusters Score -8115856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8115849.000000 Penalty: 5542.641113
	Iteration 125Q: 3 clusters Score -8115849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8115850.000000 Penalty: 5542.641113
	Iteration 126Q: 3 clusters Score -8115850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8115855.500000 Penalty: 5542.641113
	Iteration 127Q: 3 clusters Score -8115856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68157 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8115861.000000 Penalty: 5542.641113
	Iteration 128Q: 3 clusters Score -8115861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68174 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -8115853.000000 Penalty: 5542.641113
	Iteration 129Q: 3 clusters Score -8115853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8115858.000000 Penalty: 5542.641113
	Iteration 130Q: 3 clusters Score -8115858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8115860.000000 Penalty: 5542.641113
	Iteration 131Q: 3 clusters Score -8115860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8115859.500000 Penalty: 5542.641113
	Iteration 132Q: 3 clusters Score -8115860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8115859.500000 Penalty: 5542.641113
	Iteration 133Q: 3 clusters Score -8115860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8115869.500000 Penalty: 5542.641113
	Iteration 134Q: 3 clusters Score -8115870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8115861.500000 Penalty: 5542.641113
	Iteration 135Q: 3 clusters Score -8115862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8115864.000000 Penalty: 5542.641113
	Iteration 136Q: 3 clusters Score -8115864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8115865.000000 Penalty: 5542.641113
	Iteration 137Q: 3 clusters Score -8115865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68242 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -8115870.500000 Penalty: 5542.641113
	Iteration 138Q: 3 clusters Score -8115870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8115865.000000 Penalty: 5542.641113
	Iteration 139Q: 3 clusters Score -8115865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68258 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8115868.000000 Penalty: 5542.641113
	Iteration 140F: 3 clusters Score -8115868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -8115857.500000 Penalty: 5542.641113
	Iteration 141Q: 3 clusters Score -8115858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8115859.500000 Penalty: 5542.641113
	Iteration 142Q: 3 clusters Score -8115860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8115858.500000 Penalty: 5542.641113
	Iteration 143Q: 3 clusters Score -8115858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68265 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8115858.500000 Penalty: 5542.641113
	Iteration 144F: 3 clusters Score -8115858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Entering Unmasked Estep 
Score: -3714398.750000 Penalty: 2591.554199
	Iteration 0F: 2 clusters Score -3714399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3690819.750000 Penalty: 5183.108398
	Iteration 0F: 3 clusters Score -3690820 nChanged 15639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3699575.250000 Penalty: 5183.108398
	Iteration 1F: 3 clusters Score -3699575 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3700691.250000 Penalty: 5183.108398
	Iteration 2F: 3 clusters Score -3700691 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3702170.750000 Penalty: 5183.108398
	Iteration 3F: 3 clusters Score -3702171 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3703779.000000 Penalty: 5183.108398
	Iteration 4F: 3 clusters Score -3703779 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -3705234.750000 Penalty: 5183.108398
	Iteration 5F: 3 clusters Score -3705235 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3706384.500000 Penalty: 5183.108398
	Iteration 6F: 3 clusters Score -3706384 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3707236.750000 Penalty: 5183.108398
	Iteration 7Q: 3 clusters Score -3707237 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3707861.500000 Penalty: 5183.108398
	Iteration 8Q: 3 clusters Score -3707862 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3708338.750000 Penalty: 5183.108398
	Iteration 9Q: 3 clusters Score -3708339 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3708746.250000 Penalty: 5183.108398
	Iteration 10Q: 3 clusters Score -3708746 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3709102.500000 Penalty: 5183.108398
	Iteration 11Q: 3 clusters Score -3709102 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3709394.750000 Penalty: 5183.108398
	Iteration 12Q: 3 clusters Score -3709395 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3709635.500000 Penalty: 5183.108398
	Iteration 13Q: 3 clusters Score -3709636 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3709882.250000 Penalty: 5183.108398
	Iteration 14Q: 3 clusters Score -3709882 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3710112.250000 Penalty: 5183.108398
	Iteration 15Q: 3 clusters Score -3710112 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3710353.000000 Penalty: 5183.108398
	Iteration 16Q: 3 clusters Score -3710353 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3710578.000000 Penalty: 5183.108398
	Iteration 17Q: 3 clusters Score -3710578 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3710784.000000 Penalty: 5183.108398
	Iteration 18Q: 3 clusters Score -3710784 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -3710995.500000 Penalty: 5183.108398
	Iteration 19Q: 3 clusters Score -3710996 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3711189.000000 Penalty: 5183.108398
	Iteration 20F: 3 clusters Score -3711189 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3711382.750000 Penalty: 5183.108398
	Iteration 21Q: 3 clusters Score -3711383 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -3711567.500000 Penalty: 5183.108398
	Iteration 22Q: 3 clusters Score -3711568 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3711694.750000 Penalty: 5183.108398
	Iteration 23Q: 3 clusters Score -3711695 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3711792.500000 Penalty: 5183.108398
	Iteration 24Q: 3 clusters Score -3711792 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -3711874.250000 Penalty: 5183.108398
	Iteration 25Q: 3 clusters Score -3711874 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -3711992.750000 Penalty: 5183.108398
	Iteration 26Q: 3 clusters Score -3711993 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3712046.250000 Penalty: 5183.108398
	Iteration 27Q: 3 clusters Score -3712046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3712100.500000 Penalty: 5183.108398
	Iteration 28Q: 3 clusters Score -3712100 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -3712128.750000 Penalty: 5183.108398
	Iteration 29Q: 3 clusters Score -3712129 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -3712178.000000 Penalty: 5183.108398
	Iteration 30Q: 3 clusters Score -3712178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3712202.500000 Penalty: 5183.108398
	Iteration 31Q: 3 clusters Score -3712202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -3712241.500000 Penalty: 5183.108398
	Iteration 32Q: 3 clusters Score -3712242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3712282.250000 Penalty: 5183.108398
	Iteration 33Q: 3 clusters Score -3712282 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3712323.000000 Penalty: 5183.108398
	Iteration 34Q: 3 clusters Score -3712323 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -3712355.000000 Penalty: 5183.108398
	Iteration 35Q: 3 clusters Score -3712355 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -3712374.500000 Penalty: 5183.108398
	Iteration 36Q: 3 clusters Score -3712374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3712398.250000 Penalty: 5183.108398
	Iteration 37Q: 3 clusters Score -3712398 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -3712426.750000 Penalty: 5183.108398
	Iteration 38Q: 3 clusters Score -3712427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3712451.000000 Penalty: 5183.108398
	Iteration 39Q: 3 clusters Score -3712451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -3712472.750000 Penalty: 5183.108398
	Iteration 40F: 3 clusters Score -3712473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -3712485.250000 Penalty: 5183.108398
	Iteration 41Q: 3 clusters Score -3712485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -3712497.750000 Penalty: 5183.108398
	Iteration 42Q: 3 clusters Score -3712498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3712510.000000 Penalty: 5183.108398
	Iteration 43Q: 3 clusters Score -3712510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -3712525.250000 Penalty: 5183.108398
	Iteration 44Q: 3 clusters Score -3712525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3712525.500000 Penalty: 5183.108398
	Iteration 45Q: 3 clusters Score -3712526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -3712532.500000 Penalty: 5183.108398
	Iteration 46Q: 3 clusters Score -3712532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -3712535.750000 Penalty: 5183.108398
	Iteration 47Q: 3 clusters Score -3712536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3712534.250000 Penalty: 5183.108398
	Iteration 48Q: 3 clusters Score -3712534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -3712542.000000 Penalty: 5183.108398
	Iteration 49Q: 3 clusters Score -3712542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3712533.750000 Penalty: 5183.108398
	Iteration 50Q: 3 clusters Score -3712534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -3712538.750000 Penalty: 5183.108398
	Iteration 51Q: 3 clusters Score -3712539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3712539.250000 Penalty: 5183.108398
	Iteration 52Q: 3 clusters Score -3712539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -3712539.000000 Penalty: 5183.108398
	Iteration 53Q: 3 clusters Score -3712539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -3712541.250000 Penalty: 5183.108398
	Iteration 54Q: 3 clusters Score -3712541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -3712543.250000 Penalty: 5183.108398
	Iteration 55Q: 3 clusters Score -3712543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -3712539.250000 Penalty: 5183.108398
	Iteration 56Q: 3 clusters Score -3712539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -3712550.500000 Penalty: 5183.108398
	Iteration 57Q: 3 clusters Score -3712550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -3712547.750000 Penalty: 5183.108398
	Iteration 58Q: 3 clusters Score -3712548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -3712548.000000 Penalty: 5183.108398
	Iteration 59Q: 3 clusters Score -3712548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3712547.250000 Penalty: 5183.108398
	Iteration 60F: 3 clusters Score -3712547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -3712552.750000 Penalty: 5183.108398
	Iteration 61Q: 3 clusters Score -3712553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3712551.250000 Penalty: 5183.108398
	Iteration 62Q: 3 clusters Score -3712551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -3712551.250000 Penalty: 5183.108398
	Iteration 63F: 3 clusters Score -3712551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Entering Unmasked Estep 
Score: -583453.000000 Penalty: 2140.679199
	Iteration 0F: 2 clusters Score -583453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -578712.000000 Penalty: 4281.358398
	Iteration 0F: 3 clusters Score -578712 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -580150.500000 Penalty: 4281.358398
	Iteration 1F: 3 clusters Score -580150.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -580460.250000 Penalty: 4281.358398
	Iteration 2F: 3 clusters Score -580460.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -580670.937500 Penalty: 4281.358398
	Iteration 3F: 3 clusters Score -580670.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -580857.062500 Penalty: 4281.358398
	Iteration 4Q: 3 clusters Score -580857.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -581020.500000 Penalty: 4281.358398
	Iteration 5Q: 3 clusters Score -581020.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -581189.937500 Penalty: 4281.358398
	Iteration 6Q: 3 clusters Score -581189.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -581362.000000 Penalty: 4281.358398
	Iteration 7Q: 3 clusters Score -581362 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -581503.500000 Penalty: 4281.358398
	Iteration 8Q: 3 clusters Score -581503.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -581638.250000 Penalty: 4281.358398
	Iteration 9Q: 3 clusters Score -581638.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -581780.250000 Penalty: 4281.358398
	Iteration 10Q: 3 clusters Score -581780.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -581911.187500 Penalty: 4281.358398
	Iteration 11Q: 3 clusters Score -581911.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -582021.500000 Penalty: 4281.358398
	Iteration 12Q: 3 clusters Score -582021.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -582115.500000 Penalty: 4281.358398
	Iteration 13Q: 3 clusters Score -582115.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -582198.750000 Penalty: 4281.358398
	Iteration 14Q: 3 clusters Score -582198.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -582274.250000 Penalty: 4281.358398
	Iteration 15Q: 3 clusters Score -582274.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -582354.312500 Penalty: 4281.358398
	Iteration 16Q: 3 clusters Score -582354.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -582419.562500 Penalty: 4281.358398
	Iteration 17Q: 3 clusters Score -582419.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -582473.562500 Penalty: 4281.358398
	Iteration 18Q: 3 clusters Score -582473.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -582515.000000 Penalty: 4281.358398
	Iteration 19Q: 3 clusters Score -582515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -582552.000000 Penalty: 4281.358398
	Iteration 20F: 3 clusters Score -582552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -582590.812500 Penalty: 4281.358398
	Iteration 21Q: 3 clusters Score -582590.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -582610.812500 Penalty: 4281.358398
	Iteration 22Q: 3 clusters Score -582610.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -582632.812500 Penalty: 4281.358398
	Iteration 23Q: 3 clusters Score -582632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -582645.312500 Penalty: 4281.358398
	Iteration 24Q: 3 clusters Score -582645.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -582655.937500 Penalty: 4281.358398
	Iteration 25Q: 3 clusters Score -582655.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -582660.062500 Penalty: 4281.358398
	Iteration 26Q: 3 clusters Score -582660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -582664.187500 Penalty: 4281.358398
	Iteration 27Q: 3 clusters Score -582664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -582668.125000 Penalty: 4281.358398
	Iteration 28Q: 3 clusters Score -582668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -582667.937500 Penalty: 4281.358398
	Iteration 29Q: 3 clusters Score -582667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -582667.937500 Penalty: 4281.358398
	Iteration 30F: 3 clusters Score -582667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (41040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Entering Unmasked Estep 
Score: -4340490.000000 Penalty: 2634.330811
	Iteration 0F: 2 clusters Score -4340490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4312795.500000 Penalty: 5268.661621
	Iteration 0F: 3 clusters Score -4312796 nChanged 18682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4323551.500000 Penalty: 5268.661621
	Iteration 1F: 3 clusters Score -4323552 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4324644.000000 Penalty: 5268.661621
	Iteration 2F: 3 clusters Score -4324644 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -4325824.000000 Penalty: 5268.661621
	Iteration 3F: 3 clusters Score -4325824 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4326997.000000 Penalty: 5268.661621
	Iteration 4F: 3 clusters Score -4326997 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -4328075.500000 Penalty: 5268.661621
	Iteration 5F: 3 clusters Score -4328076 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4329122.000000 Penalty: 5268.661621
	Iteration 6Q: 3 clusters Score -4329122 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4330238.500000 Penalty: 5268.661621
	Iteration 7Q: 3 clusters Score -4330238 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4331400.000000 Penalty: 5268.661621
	Iteration 8Q: 3 clusters Score -4331400 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -4332676.500000 Penalty: 5268.661621
	Iteration 9Q: 3 clusters Score -4332676 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4333917.500000 Penalty: 5268.661621
	Iteration 10Q: 3 clusters Score -4333918 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4335106.500000 Penalty: 5268.661621
	Iteration 11Q: 3 clusters Score -4335106 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -4336265.000000 Penalty: 5268.661621
	Iteration 12Q: 3 clusters Score -4336265 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4337289.000000 Penalty: 5268.661621
	Iteration 13Q: 3 clusters Score -4337289 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4338107.500000 Penalty: 5268.661621
	Iteration 14Q: 3 clusters Score -4338108 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4338727.500000 Penalty: 5268.661621
	Iteration 15Q: 3 clusters Score -4338728 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4339158.500000 Penalty: 5268.661621
	Iteration 16Q: 3 clusters Score -4339158 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -4339519.500000 Penalty: 5268.661621
	Iteration 17Q: 3 clusters Score -4339520 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4339774.500000 Penalty: 5268.661621
	Iteration 18Q: 3 clusters Score -4339774 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4339994.000000 Penalty: 5268.661621
	Iteration 19Q: 3 clusters Score -4339994 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -4340171.500000 Penalty: 5268.661621
	Iteration 20F: 3 clusters Score -4340172 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -4340367.000000 Penalty: 5268.661621
	Iteration 21Q: 3 clusters Score -4340367 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -4340507.500000 Penalty: 5268.661621
	Iteration 22Q: 3 clusters Score -4340508 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -4340688.500000 Penalty: 5268.661621
	Iteration 23Q: 3 clusters Score -4340688 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4340950.000000 Penalty: 5268.661621
	Iteration 24Q: 3 clusters Score -4340950 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4341119.000000 Penalty: 5268.661621
	Iteration 25Q: 3 clusters Score -4341119 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4341209.500000 Penalty: 5268.661621
	Iteration 26Q: 3 clusters Score -4341210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4341250.000000 Penalty: 5268.661621
	Iteration 27Q: 3 clusters Score -4341250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -4341293.000000 Penalty: 5268.661621
	Iteration 28Q: 3 clusters Score -4341293 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4341324.500000 Penalty: 5268.661621
	Iteration 29Q: 3 clusters Score -4341324 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -4341346.500000 Penalty: 5268.661621
	Iteration 30Q: 3 clusters Score -4341346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -4341366.500000 Penalty: 5268.661621
	Iteration 31Q: 3 clusters Score -4341366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -4341380.000000 Penalty: 5268.661621
	Iteration 32Q: 3 clusters Score -4341380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -4341391.000000 Penalty: 5268.661621
	Iteration 33Q: 3 clusters Score -4341391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -4341402.000000 Penalty: 5268.661621
	Iteration 34Q: 3 clusters Score -4341402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -4341412.500000 Penalty: 5268.661621
	Iteration 35Q: 3 clusters Score -4341412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4341423.000000 Penalty: 5268.661621
	Iteration 36Q: 3 clusters Score -4341423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -4341428.000000 Penalty: 5268.661621
	Iteration 37Q: 3 clusters Score -4341428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4341439.500000 Penalty: 5268.661621
	Iteration 38Q: 3 clusters Score -4341440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -4341433.000000 Penalty: 5268.661621
	Iteration 39Q: 3 clusters Score -4341433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -4341453.000000 Penalty: 5268.661621
	Iteration 40F: 3 clusters Score -4341453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4341468.000000 Penalty: 5268.661621
	Iteration 41Q: 3 clusters Score -4341468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -4341472.500000 Penalty: 5268.661621
	Iteration 42Q: 3 clusters Score -4341472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -4341475.000000 Penalty: 5268.661621
	Iteration 43Q: 3 clusters Score -4341475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -4341491.000000 Penalty: 5268.661621
	Iteration 44Q: 3 clusters Score -4341491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -4341491.500000 Penalty: 5268.661621
	Iteration 45Q: 3 clusters Score -4341492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4341503.000000 Penalty: 5268.661621
	Iteration 46Q: 3 clusters Score -4341503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4341499.500000 Penalty: 5268.661621
	Iteration 47Q: 3 clusters Score -4341500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -4341500.500000 Penalty: 5268.661621
	Iteration 48Q: 3 clusters Score -4341500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4341495.000000 Penalty: 5268.661621
	Iteration 49Q: 3 clusters Score -4341495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4341492.500000 Penalty: 5268.661621
	Iteration 50Q: 3 clusters Score -4341492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -4341499.500000 Penalty: 5268.661621
	Iteration 51Q: 3 clusters Score -4341500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -4341499.500000 Penalty: 5268.661621
	Iteration 52Q: 3 clusters Score -4341500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -4341494.000000 Penalty: 5268.661621
	Iteration 53Q: 3 clusters Score -4341494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 37452 members 
Entering Unmasked Estep 
Score: -4341495.000000 Penalty: 5268.661621
	Iteration 54Q: 3 clusters Score -4341495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -4341495.000000 Penalty: 5268.661621
	Iteration 55Q: 3 clusters Score -4341495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -4341493.000000 Penalty: 5268.661621
	Iteration 56Q: 3 clusters Score -4341493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -4341488.500000 Penalty: 5268.661621
	Iteration 57Q: 3 clusters Score -4341488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4341490.500000 Penalty: 5268.661621
	Iteration 58Q: 3 clusters Score -4341490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4341494.000000 Penalty: 5268.661621
	Iteration 59Q: 3 clusters Score -4341494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4341495.500000 Penalty: 5268.661621
	Iteration 60F: 3 clusters Score -4341496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4341493.500000 Penalty: 5268.661621
	Iteration 61Q: 3 clusters Score -4341494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4341493.000000 Penalty: 5268.661621
	Iteration 62Q: 3 clusters Score -4341493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4341494.000000 Penalty: 5268.661621
	Iteration 63Q: 3 clusters Score -4341494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -4341494.000000 Penalty: 5268.661621
	Iteration 64F: 3 clusters Score -4341494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 13888 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 120484 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192390 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 223371 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 144721 members 
Mstep: Class 30 contains 22971 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71302 members 
Mstep: Class 34 contains 34538 members 
Mstep: Class 35 contains 5607 members 
Mstep: Class 36 contains 3600 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 30405 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5566 members 
Mstep: Class 41 contains 1193 members 
Mstep: Class 42 contains 37440 members 
Entering Unmasked Estep 
Score: -225939552.000000 Penalty: 151190.640625
Splitting cluster 36 changes total score from -225940240.000000 to -225939552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (177794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177794 members 
Entering Unmasked Estep 
Score: -20556220.000000 Penalty: 2997.918457
	Iteration 0F: 2 clusters Score -2.055622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 88791 members 
Entering Unmasked Estep 
Score: -20437344.000000 Penalty: 5995.836914
	Iteration 0F: 3 clusters Score -2.043734e+07 nChanged 85530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 86225 members 
Entering Unmasked Estep 
Score: -20488238.000000 Penalty: 5995.836914
	Iteration 1F: 3 clusters Score -2.048824e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -20489664.000000 Penalty: 5995.836914
	Iteration 2Q: 3 clusters Score -2.048966e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -20491572.000000 Penalty: 5995.836914
	Iteration 3Q: 3 clusters Score -2.049157e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -20494094.000000 Penalty: 5995.836914
	Iteration 4Q: 3 clusters Score -2.049409e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -20497956.000000 Penalty: 5995.836914
	Iteration 5Q: 3 clusters Score -2.049796e+07 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 67447 members 
Entering Unmasked Estep 
Score: -20503674.000000 Penalty: 5995.836914
	Iteration 6F: 3 clusters Score -2.050367e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119232 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -20511176.000000 Penalty: 5995.836914
	Iteration 7F: 3 clusters Score -2.051118e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129234 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -20520144.000000 Penalty: 5995.836914
	Iteration 8F: 3 clusters Score -2.052014e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138718 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -20529472.000000 Penalty: 5995.836914
	Iteration 9F: 3 clusters Score -2.052947e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146198 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -20536714.000000 Penalty: 5995.836914
	Iteration 10Q: 3 clusters Score -2.053671e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -20541510.000000 Penalty: 5995.836914
	Iteration 11Q: 3 clusters Score -2.054151e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -20544236.000000 Penalty: 5995.836914
	Iteration 12Q: 3 clusters Score -2.054424e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158090 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -20545980.000000 Penalty: 5995.836914
	Iteration 13Q: 3 clusters Score -2.054598e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160757 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -20547264.000000 Penalty: 5995.836914
	Iteration 14Q: 3 clusters Score -2.054726e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163096 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -20548328.000000 Penalty: 5995.836914
	Iteration 15Q: 3 clusters Score -2.054833e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165185 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -20549172.000000 Penalty: 5995.836914
	Iteration 16Q: 3 clusters Score -2.054917e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166971 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -20549892.000000 Penalty: 5995.836914
	Iteration 17Q: 3 clusters Score -2.054989e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168559 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -20550680.000000 Penalty: 5995.836914
	Iteration 18Q: 3 clusters Score -2.055068e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -20551326.000000 Penalty: 5995.836914
	Iteration 19Q: 3 clusters Score -2.055133e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171234 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -20551906.000000 Penalty: 5995.836914
	Iteration 20F: 3 clusters Score -2.055191e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172270 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -20552462.000000 Penalty: 5995.836914
	Iteration 21Q: 3 clusters Score -2.055246e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173153 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -20552840.000000 Penalty: 5995.836914
	Iteration 22Q: 3 clusters Score -2.055284e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173846 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -20553202.000000 Penalty: 5995.836914
	Iteration 23Q: 3 clusters Score -2.05532e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174386 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -20553420.000000 Penalty: 5995.836914
	Iteration 24Q: 3 clusters Score -2.055342e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174786 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -20553534.000000 Penalty: 5995.836914
	Iteration 25Q: 3 clusters Score -2.055353e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175103 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -20553652.000000 Penalty: 5995.836914
	Iteration 26Q: 3 clusters Score -2.055365e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -20553728.000000 Penalty: 5995.836914
	Iteration 27Q: 3 clusters Score -2.055373e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -20553830.000000 Penalty: 5995.836914
	Iteration 28Q: 3 clusters Score -2.055383e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175644 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -20553894.000000 Penalty: 5995.836914
	Iteration 29Q: 3 clusters Score -2.055389e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175756 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -20553892.000000 Penalty: 5995.836914
	Iteration 30Q: 3 clusters Score -2.055389e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175833 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -20553920.000000 Penalty: 5995.836914
	Iteration 31Q: 3 clusters Score -2.055392e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175911 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -20553950.000000 Penalty: 5995.836914
	Iteration 32Q: 3 clusters Score -2.055395e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175979 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -20553980.000000 Penalty: 5995.836914
	Iteration 33Q: 3 clusters Score -2.055398e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -20553998.000000 Penalty: 5995.836914
	Iteration 34Q: 3 clusters Score -2.0554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176061 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20554018.000000 Penalty: 5995.836914
	Iteration 35Q: 3 clusters Score -2.055402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176104 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20554046.000000 Penalty: 5995.836914
	Iteration 36Q: 3 clusters Score -2.055405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176139 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20554066.000000 Penalty: 5995.836914
	Iteration 37Q: 3 clusters Score -2.055407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176165 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -20554054.000000 Penalty: 5995.836914
	Iteration 38Q: 3 clusters Score -2.055405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176193 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20554052.000000 Penalty: 5995.836914
	Iteration 39Q: 3 clusters Score -2.055405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176208 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -20554048.000000 Penalty: 5995.836914
	Iteration 40F: 3 clusters Score -2.055405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176225 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -20554054.000000 Penalty: 5995.836914
	Iteration 41Q: 3 clusters Score -2.055405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176238 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -20554080.000000 Penalty: 5995.836914
	Iteration 42Q: 3 clusters Score -2.055408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176247 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -20554066.000000 Penalty: 5995.836914
	Iteration 43Q: 3 clusters Score -2.055407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176259 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -20554078.000000 Penalty: 5995.836914
	Iteration 44Q: 3 clusters Score -2.055408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176271 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20554066.000000 Penalty: 5995.836914
	Iteration 45Q: 3 clusters Score -2.055407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20554066.000000 Penalty: 5995.836914
	Iteration 46Q: 3 clusters Score -2.055407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176282 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -20554068.000000 Penalty: 5995.836914
	Iteration 47Q: 3 clusters Score -2.055407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176284 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -20554066.000000 Penalty: 5995.836914
	Iteration 48Q: 3 clusters Score -2.055407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176285 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -20554066.000000 Penalty: 5995.836914
	Iteration 49Q: 3 clusters Score -2.055407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176287 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20554066.000000 Penalty: 5995.836914
	Iteration 50Q: 3 clusters Score -2.055407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20554088.000000 Penalty: 5995.836914
	Iteration 51Q: 3 clusters Score -2.055409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20554078.000000 Penalty: 5995.836914
	Iteration 52Q: 3 clusters Score -2.055408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176300 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20554082.000000 Penalty: 5995.836914
	Iteration 53Q: 3 clusters Score -2.055408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176301 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20554088.000000 Penalty: 5995.836914
	Iteration 54Q: 3 clusters Score -2.055409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176304 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20554084.000000 Penalty: 5995.836914
	Iteration 55Q: 3 clusters Score -2.055408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176305 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -20554080.000000 Penalty: 5995.836914
	Iteration 56Q: 3 clusters Score -2.055408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176311 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20554118.000000 Penalty: 5995.836914
	Iteration 57Q: 3 clusters Score -2.055412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176315 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20554114.000000 Penalty: 5995.836914
	Iteration 58Q: 3 clusters Score -2.055411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176319 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20554108.000000 Penalty: 5995.836914
	Iteration 59Q: 3 clusters Score -2.055411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176320 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20554102.000000 Penalty: 5995.836914
	Iteration 60F: 3 clusters Score -2.05541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (30405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Entering Unmasked Estep 
Score: -3562090.250000 Penalty: 2559.945801
	Iteration 0F: 2 clusters Score -3562090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -3541302.750000 Penalty: 5119.891602
	Iteration 0F: 3 clusters Score -3541303 nChanged 13760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -3548686.250000 Penalty: 5119.891602
	Iteration 1F: 3 clusters Score -3548686 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3549157 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3549625.750000 Penalty: 5119.891602
	Iteration 3Q: 3 clusters Score -3549626 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3550137.750000 Penalty: 5119.891602
	Iteration 4Q: 3 clusters Score -3550138 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3550760.500000 Penalty: 5119.891602
	Iteration 5Q: 3 clusters Score -3550760 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3551647.750000 Penalty: 5119.891602
	Iteration 6Q: 3 clusters Score -3551648 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3552784.000000 Penalty: 5119.891602
	Iteration 7F: 3 clusters Score -3552784 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3554070.500000 Penalty: 5119.891602
	Iteration 8F: 3 clusters Score -3554070 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3555549.000000 Penalty: 5119.891602
	Iteration 9F: 3 clusters Score -3555549 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -3556877 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3557796 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3558362.000000 Penalty: 5119.891602
	Iteration 12Q: 3 clusters Score -3558362 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -3558696.000000 Penalty: 5119.891602
	Iteration 13Q: 3 clusters Score -3558696 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3558939.750000 Penalty: 5119.891602
	Iteration 14Q: 3 clusters Score -3558940 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3559115.500000 Penalty: 5119.891602
	Iteration 15Q: 3 clusters Score -3559116 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -3559222.250000 Penalty: 5119.891602
	Iteration 16Q: 3 clusters Score -3559222 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3559300.000000 Penalty: 5119.891602
	Iteration 17Q: 3 clusters Score -3559300 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3559331.750000 Penalty: 5119.891602
	Iteration 18Q: 3 clusters Score -3559332 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3559385.750000 Penalty: 5119.891602
	Iteration 19Q: 3 clusters Score -3559386 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3559434.750000 Penalty: 5119.891602
	Iteration 20F: 3 clusters Score -3559435 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3559463.250000 Penalty: 5119.891602
	Iteration 21Q: 3 clusters Score -3559463 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3559474.750000 Penalty: 5119.891602
	Iteration 22Q: 3 clusters Score -3559475 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3559507.500000 Penalty: 5119.891602
	Iteration 23Q: 3 clusters Score -3559508 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3559528.000000 Penalty: 5119.891602
	Iteration 24Q: 3 clusters Score -3559528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3559544.000000 Penalty: 5119.891602
	Iteration 25Q: 3 clusters Score -3559544 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3559570.000000 Penalty: 5119.891602
	Iteration 26Q: 3 clusters Score -3559570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3559588.000000 Penalty: 5119.891602
	Iteration 27Q: 3 clusters Score -3559588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3559622.500000 Penalty: 5119.891602
	Iteration 28Q: 3 clusters Score -3559622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -3559640.000000 Penalty: 5119.891602
	Iteration 29Q: 3 clusters Score -3559640 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -3559651.500000 Penalty: 5119.891602
	Iteration 30Q: 3 clusters Score -3559652 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3559651.750000 Penalty: 5119.891602
	Iteration 31Q: 3 clusters Score -3559652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -3559657.750000 Penalty: 5119.891602
	Iteration 32Q: 3 clusters Score -3559658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -3559678.000000 Penalty: 5119.891602
	Iteration 33Q: 3 clusters Score -3559678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3559683.000000 Penalty: 5119.891602
	Iteration 34Q: 3 clusters Score -3559683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -3559693.500000 Penalty: 5119.891602
	Iteration 35Q: 3 clusters Score -3559694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3559702.000000 Penalty: 5119.891602
	Iteration 36Q: 3 clusters Score -3559702 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -3559713.250000 Penalty: 5119.891602
	Iteration 37Q: 3 clusters Score -3559713 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3559731.500000 Penalty: 5119.891602
	Iteration 38Q: 3 clusters Score -3559732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -3559742.000000 Penalty: 5119.891602
	Iteration 39Q: 3 clusters Score -3559742 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -3559756.500000 Penalty: 5119.891602
	Iteration 40F: 3 clusters Score -3559756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3559775.750000 Penalty: 5119.891602
	Iteration 41Q: 3 clusters Score -3559776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3559783.500000 Penalty: 5119.891602
	Iteration 42Q: 3 clusters Score -3559784 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3559814.750000 Penalty: 5119.891602
	Iteration 43Q: 3 clusters Score -3559815 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -3559826.000000 Penalty: 5119.891602
	Iteration 44Q: 3 clusters Score -3559826 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3559844.250000 Penalty: 5119.891602
	Iteration 45Q: 3 clusters Score -3559844 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3559863.750000 Penalty: 5119.891602
	Iteration 46Q: 3 clusters Score -3559864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3559879.500000 Penalty: 5119.891602
	Iteration 47Q: 3 clusters Score -3559880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3559877.750000 Penalty: 5119.891602
	Iteration 48Q: 3 clusters Score -3559878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3559896.750000 Penalty: 5119.891602
	Iteration 49Q: 3 clusters Score -3559897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3559900.000000 Penalty: 5119.891602
	Iteration 50Q: 3 clusters Score -3559900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3559917.000000 Penalty: 5119.891602
	Iteration 51Q: 3 clusters Score -3559917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3559933.750000 Penalty: 5119.891602
	Iteration 52Q: 3 clusters Score -3559934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3559945.500000 Penalty: 5119.891602
	Iteration 53Q: 3 clusters Score -3559946 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3559961.250000 Penalty: 5119.891602
	Iteration 54Q: 3 clusters Score -3559961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3559954.500000 Penalty: 5119.891602
	Iteration 55Q: 3 clusters Score -3559954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3559963.750000 Penalty: 5119.891602
	Iteration 56Q: 3 clusters Score -3559964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3559977.000000 Penalty: 5119.891602
	Iteration 57Q: 3 clusters Score -3559977 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3559990.000000 Penalty: 5119.891602
	Iteration 58Q: 3 clusters Score -3559990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3559989.250000 Penalty: 5119.891602
	Iteration 59Q: 3 clusters Score -3559989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3560009.250000 Penalty: 5119.891602
	Iteration 60F: 3 clusters Score -3560009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3560015.000000 Penalty: 5119.891602
	Iteration 61Q: 3 clusters Score -3560015 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -3560018.750000 Penalty: 5119.891602
	Iteration 62Q: 3 clusters Score -3560019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3560028.750000 Penalty: 5119.891602
	Iteration 63Q: 3 clusters Score -3560029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3560027.000000 Penalty: 5119.891602
	Iteration 64Q: 3 clusters Score -3560027 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3560025.500000 Penalty: 5119.891602
	Iteration 65Q: 3 clusters Score -3560026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3560039.500000 Penalty: 5119.891602
	Iteration 66Q: 3 clusters Score -3560040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3560032.000000 Penalty: 5119.891602
	Iteration 67Q: 3 clusters Score -3560032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3560034.750000 Penalty: 5119.891602
	Iteration 68Q: 3 clusters Score -3560035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3560031.500000 Penalty: 5119.891602
	Iteration 69Q: 3 clusters Score -3560032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3560041.000000 Penalty: 5119.891602
	Iteration 70Q: 3 clusters Score -3560041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -3560048.000000 Penalty: 5119.891602
	Iteration 71Q: 3 clusters Score -3560048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3560053.500000 Penalty: 5119.891602
	Iteration 72Q: 3 clusters Score -3560054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3560055.500000 Penalty: 5119.891602
	Iteration 73Q: 3 clusters Score -3560056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3560061.750000 Penalty: 5119.891602
	Iteration 74Q: 3 clusters Score -3560062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3560059.750000 Penalty: 5119.891602
	Iteration 75Q: 3 clusters Score -3560060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3560063.750000 Penalty: 5119.891602
	Iteration 76Q: 3 clusters Score -3560064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3560067.750000 Penalty: 5119.891602
	Iteration 77Q: 3 clusters Score -3560068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3560072.000000 Penalty: 5119.891602
	Iteration 78Q: 3 clusters Score -3560072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3560065.750000 Penalty: 5119.891602
	Iteration 79Q: 3 clusters Score -3560066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3560073.000000 Penalty: 5119.891602
	Iteration 80F: 3 clusters Score -3560073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -3560072.500000 Penalty: 5119.891602
	Iteration 81Q: 3 clusters Score -3560072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3560074.250000 Penalty: 5119.891602
	Iteration 82Q: 3 clusters Score -3560074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3560076.250000 Penalty: 5119.891602
	Iteration 83Q: 3 clusters Score -3560076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3560079.250000 Penalty: 5119.891602
	Iteration 84Q: 3 clusters Score -3560079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3560073.500000 Penalty: 5119.891602
	Iteration 85Q: 3 clusters Score -3560074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3560077.500000 Penalty: 5119.891602
	Iteration 86Q: 3 clusters Score -3560078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3560085.000000 Penalty: 5119.891602
	Iteration 87Q: 3 clusters Score -3560085 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3560096.500000 Penalty: 5119.891602
	Iteration 88Q: 3 clusters Score -3560096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3560108.500000 Penalty: 5119.891602
	Iteration 89Q: 3 clusters Score -3560108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3560101.500000 Penalty: 5119.891602
	Iteration 90Q: 3 clusters Score -3560102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3560095.250000 Penalty: 5119.891602
	Iteration 91Q: 3 clusters Score -3560095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3560097.000000 Penalty: 5119.891602
	Iteration 92Q: 3 clusters Score -3560097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3560102.000000 Penalty: 5119.891602
	Iteration 93Q: 3 clusters Score -3560102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3560106.000000 Penalty: 5119.891602
	Iteration 94Q: 3 clusters Score -3560106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3560109.500000 Penalty: 5119.891602
	Iteration 95Q: 3 clusters Score -3560110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -3560102.000000 Penalty: 5119.891602
	Iteration 96Q: 3 clusters Score -3560102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3560103.750000 Penalty: 5119.891602
	Iteration 97Q: 3 clusters Score -3560104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3560104.500000 Penalty: 5119.891602
	Iteration 98Q: 3 clusters Score -3560104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3560109.750000 Penalty: 5119.891602
	Iteration 99Q: 3 clusters Score -3560110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3560121.250000 Penalty: 5119.891602
	Iteration 100F: 3 clusters Score -3560121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3560117.750000 Penalty: 5119.891602
	Iteration 101Q: 3 clusters Score -3560118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3560118.250000 Penalty: 5119.891602
	Iteration 102Q: 3 clusters Score -3560118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3560121.500000 Penalty: 5119.891602
	Iteration 103Q: 3 clusters Score -3560122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3560123.000000 Penalty: 5119.891602
	Iteration 104Q: 3 clusters Score -3560123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3560124.000000 Penalty: 5119.891602
	Iteration 105Q: 3 clusters Score -3560124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3560120.000000 Penalty: 5119.891602
	Iteration 106Q: 3 clusters Score -3560120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3560132.500000 Penalty: 5119.891602
	Iteration 107Q: 3 clusters Score -3560132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3560140.750000 Penalty: 5119.891602
	Iteration 108Q: 3 clusters Score -3560141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3560146.250000 Penalty: 5119.891602
	Iteration 109Q: 3 clusters Score -3560146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3560150.750000 Penalty: 5119.891602
	Iteration 110Q: 3 clusters Score -3560151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3560150.000000 Penalty: 5119.891602
	Iteration 111Q: 3 clusters Score -3560150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3560154.250000 Penalty: 5119.891602
	Iteration 112Q: 3 clusters Score -3560154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3560160.750000 Penalty: 5119.891602
	Iteration 113Q: 3 clusters Score -3560161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3560153.750000 Penalty: 5119.891602
	Iteration 114Q: 3 clusters Score -3560154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3560168.500000 Penalty: 5119.891602
	Iteration 115Q: 3 clusters Score -3560168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -3560173.750000 Penalty: 5119.891602
	Iteration 116Q: 3 clusters Score -3560174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3560178.000000 Penalty: 5119.891602
	Iteration 117Q: 3 clusters Score -3560178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -3560189.750000 Penalty: 5119.891602
	Iteration 118Q: 3 clusters Score -3560190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -3560198.250000 Penalty: 5119.891602
	Iteration 119Q: 3 clusters Score -3560198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -3560199.750000 Penalty: 5119.891602
	Iteration 120F: 3 clusters Score -3560200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3560193.250000 Penalty: 5119.891602
	Iteration 121Q: 3 clusters Score -3560193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3560195.500000 Penalty: 5119.891602
	Iteration 122Q: 3 clusters Score -3560196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3560198.000000 Penalty: 5119.891602
	Iteration 123Q: 3 clusters Score -3560198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3560202.250000 Penalty: 5119.891602
	Iteration 124Q: 3 clusters Score -3560202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -3560202.750000 Penalty: 5119.891602
	Iteration 125Q: 3 clusters Score -3560203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3560210.500000 Penalty: 5119.891602
	Iteration 126Q: 3 clusters Score -3560210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3560213.750000 Penalty: 5119.891602
	Iteration 127Q: 3 clusters Score -3560214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3560204.750000 Penalty: 5119.891602
	Iteration 128Q: 3 clusters Score -3560205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3560205.000000 Penalty: 5119.891602
	Iteration 129Q: 3 clusters Score -3560205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3560212.000000 Penalty: 5119.891602
	Iteration 130Q: 3 clusters Score -3560212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3560214.250000 Penalty: 5119.891602
	Iteration 131Q: 3 clusters Score -3560214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3560212.000000 Penalty: 5119.891602
	Iteration 132Q: 3 clusters Score -3560212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3560216.250000 Penalty: 5119.891602
	Iteration 133Q: 3 clusters Score -3560216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3560215.000000 Penalty: 5119.891602
	Iteration 134Q: 3 clusters Score -3560215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3560212.250000 Penalty: 5119.891602
	Iteration 135Q: 3 clusters Score -3560212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3560215.250000 Penalty: 5119.891602
	Iteration 136Q: 3 clusters Score -3560215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3560216.250000 Penalty: 5119.891602
	Iteration 137Q: 3 clusters Score -3560216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3560216.000000 Penalty: 5119.891602
	Iteration 138Q: 3 clusters Score -3560216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3560213.000000 Penalty: 5119.891602
	Iteration 139Q: 3 clusters Score -3560213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3560219.250000 Penalty: 5119.891602
	Iteration 140F: 3 clusters Score -3560219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3560214.750000 Penalty: 5119.891602
	Iteration 141Q: 3 clusters Score -3560215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3560214.000000 Penalty: 5119.891602
	Iteration 142Q: 3 clusters Score -3560214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3560215.250000 Penalty: 5119.891602
	Iteration 143Q: 3 clusters Score -3560215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3560215.750000 Penalty: 5119.891602
	Iteration 144Q: 3 clusters Score -3560216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -3560215.250000 Penalty: 5119.891602
	Iteration 145Q: 3 clusters Score -3560215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3560214.250000 Penalty: 5119.891602
	Iteration 146Q: 3 clusters Score -3560214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3560217.250000 Penalty: 5119.891602
	Iteration 147Q: 3 clusters Score -3560217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3560217.750000 Penalty: 5119.891602
	Iteration 148Q: 3 clusters Score -3560218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3560221.500000 Penalty: 5119.891602
	Iteration 149Q: 3 clusters Score -3560222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3560224.000000 Penalty: 5119.891602
	Iteration 150Q: 3 clusters Score -3560224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -3560219.250000 Penalty: 5119.891602
	Iteration 151Q: 3 clusters Score -3560219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3560216.250000 Penalty: 5119.891602
	Iteration 152Q: 3 clusters Score -3560216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3560219.500000 Penalty: 5119.891602
	Iteration 153Q: 3 clusters Score -3560220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3560217.500000 Penalty: 5119.891602
	Iteration 154Q: 3 clusters Score -3560218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3560219.250000 Penalty: 5119.891602
	Iteration 155Q: 3 clusters Score -3560219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -3560219.000000 Penalty: 5119.891602
	Iteration 156Q: 3 clusters Score -3560219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3560221.750000 Penalty: 5119.891602
	Iteration 157Q: 3 clusters Score -3560222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3560227.000000 Penalty: 5119.891602
	Iteration 158Q: 3 clusters Score -3560227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3560229.500000 Penalty: 5119.891602
	Iteration 159Q: 3 clusters Score -3560230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3560229.750000 Penalty: 5119.891602
	Iteration 160F: 3 clusters Score -3560230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3560233.000000 Penalty: 5119.891602
	Iteration 161Q: 3 clusters Score -3560233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3560227.000000 Penalty: 5119.891602
	Iteration 162Q: 3 clusters Score -3560227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3560230.000000 Penalty: 5119.891602
	Iteration 163Q: 3 clusters Score -3560230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3560230.500000 Penalty: 5119.891602
	Iteration 164Q: 3 clusters Score -3560230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -3560229.500000 Penalty: 5119.891602
	Iteration 165Q: 3 clusters Score -3560230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3560225.750000 Penalty: 5119.891602
	Iteration 166Q: 3 clusters Score -3560226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3560225.750000 Penalty: 5119.891602
	Iteration 167F: 3 clusters Score -3560226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -87182.835938 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -87182.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -85399.843750 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -85399.84 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85684.257812 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -85684.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85773.476562 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -85773.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -85869.367188 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -85869.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85957.054688 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -85957.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86050.054688 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -86050.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86148.750000 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -86148.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -86203.023438 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -86203.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86272.015625 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -86272.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86363.828125 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -86363.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86493.281250 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -86493.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86748.773438 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -86748.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86945.093750 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -86945.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87063.578125 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -87063.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87126.015625 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -87126.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87189.593750 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -87189.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87274.078125 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -87274.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87345.515625 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -87345.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87453.101562 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -87453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87552.296875 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -87552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87627.953125 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -87627.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87657.468750 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -87657.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87676.757812 Penalty: 3337.399902
	Iteration 22Q: 3 clusters Score -87676.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87678.562500 Penalty: 3337.399902
	Iteration 23Q: 3 clusters Score -87678.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87678.562500 Penalty: 3337.399902
	Iteration 24F: 3 clusters Score -87678.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 13888 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 120484 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192390 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 223371 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 144721 members 
Mstep: Class 30 contains 22971 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71302 members 
Mstep: Class 34 contains 34538 members 
Mstep: Class 35 contains 5607 members 
Mstep: Class 36 contains 41040 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 30405 members 
Mstep: Class 39 contains 518 members 
Mstep: Class 40 contains 5566 members 
Mstep: Class 41 contains 1193 members 
Mstep: Class 42 contains 318 members 
Entering Unmasked Estep 
Score: -225939040.000000 Penalty: 151190.640625
Splitting cluster 39 changes total score from -225940240.000000 to -225939040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -570540.375000 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -570540.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -565675.500000 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -565675.5 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -567098.375000 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -567098.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -567648.437500 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -567648.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -568145.312500 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -568145.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -568574.187500 Penalty: 4277.718262
	Iteration 4F: 3 clusters Score -568574.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -568845.187500 Penalty: 4277.718262
	Iteration 5F: 3 clusters Score -568845.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -569028.750000 Penalty: 4277.718262
	Iteration 6Q: 3 clusters Score -569028.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -569148.812500 Penalty: 4277.718262
	Iteration 7Q: 3 clusters Score -569148.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -569254.187500 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -569254.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -569347.062500 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -569347.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -569405.312500 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -569405.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -569477.750000 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -569477.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -569554.375000 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -569554.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -569615.187500 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -569615.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -569684.312500 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -569684.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -569764.562500 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -569764.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -569843.000000 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -569843 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -569897.812500 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -569897.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -569957.375000 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -569957.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -569994.500000 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -569994.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -570021.375000 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -570021.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -570041.562500 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -570041.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -570059.062500 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -570059.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -570070.625000 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -570070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -570073.875000 Penalty: 4277.718262
	Iteration 24Q: 3 clusters Score -570073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -570076.125000 Penalty: 4277.718262
	Iteration 25Q: 3 clusters Score -570076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -570077.187500 Penalty: 4277.718262
	Iteration 26Q: 3 clusters Score -570077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -570080.250000 Penalty: 4277.718262
	Iteration 27Q: 3 clusters Score -570080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -570080.187500 Penalty: 4277.718262
	Iteration 28Q: 3 clusters Score -570080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -570079.562500 Penalty: 4277.718262
	Iteration 29Q: 3 clusters Score -570079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -570080.125000 Penalty: 4277.718262
	Iteration 30Q: 3 clusters Score -570080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -570080.437500 Penalty: 4277.718262
	Iteration 31Q: 3 clusters Score -570080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -570080.500000 Penalty: 4277.718262
	Iteration 32Q: 3 clusters Score -570080.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -570080.500000 Penalty: 4277.718262
	Iteration 33F: 3 clusters Score -570080.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Entering Unmasked Estep 
Score: -129027.312500 Penalty: 1756.888184
	Iteration 0F: 2 clusters Score -129027.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126947.281250 Penalty: 3513.776367
	Iteration 0F: 3 clusters Score -126947.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127217.710938 Penalty: 3513.776367
	Iteration 1F: 3 clusters Score -127217.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127299.164062 Penalty: 3513.776367
	Iteration 2F: 3 clusters Score -127299.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127342.781250 Penalty: 3513.776367
	Iteration 3Q: 3 clusters Score -127342.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127364.015625 Penalty: 3513.776367
	Iteration 4Q: 3 clusters Score -127364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127383.585938 Penalty: 3513.776367
	Iteration 5Q: 3 clusters Score -127383.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127395.687500 Penalty: 3513.776367
	Iteration 6Q: 3 clusters Score -127395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127406.578125 Penalty: 3513.776367
	Iteration 7Q: 3 clusters Score -127406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127412.289062 Penalty: 3513.776367
	Iteration 8Q: 3 clusters Score -127412.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127415.851562 Penalty: 3513.776367
	Iteration 9Q: 3 clusters Score -127415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127415.851562 Penalty: 3513.776367
	Iteration 10F: 3 clusters Score -127415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 13888 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 120484 members 
Mstep: Class 8 contains 59931 members 
Mstep: Class 9 contains 59660 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 11818 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 18218 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 239529 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192390 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11790 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 13345 members 
Mstep: Class 25 contains 223371 members 
Mstep: Class 26 contains 8508 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 144721 members 
Mstep: Class 30 contains 22971 members 
Mstep: Class 31 contains 9518 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71302 members 
Mstep: Class 34 contains 34538 members 
Mstep: Class 35 contains 5607 members 
Mstep: Class 36 contains 41040 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 30405 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5566 members 
Mstep: Class 41 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940256.000000 Penalty: 147590.875000
Iteration 119Q: 42 clusters Score -2.259403e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10156 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 13892 members 
Mstep: Class 6 contains 11185 members 
Mstep: Class 7 contains 120479 members 
Mstep: Class 8 contains 59930 members 
Mstep: Class 9 contains 59648 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 11821 members 
Mstep: Class 13 contains 25472 members 
Mstep: Class 14 contains 18201 members 
Mstep: Class 15 contains 7436 members 
Mstep: Class 16 contains 239623 members 
Mstep: Class 17 contains 269707 members 
Mstep: Class 18 contains 192409 members 
Mstep: Class 19 contains 9101 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 13346 members 
Mstep: Class 25 contains 223340 members 
Mstep: Class 26 contains 8535 members 
Mstep: Class 27 contains 35742 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 144486 members 
Mstep: Class 30 contains 22976 members 
Mstep: Class 31 contains 9499 members 
Mstep: Class 32 contains 19979 members 
Mstep: Class 33 contains 71295 members 
Mstep: Class 34 contains 34523 members 
Mstep: Class 35 contains 5618 members 
Mstep: Class 36 contains 40998 members 
Mstep: Class 37 contains 177702 members 
Mstep: Class 38 contains 30606 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5572 members 
Mstep: Class 41 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940160.000000 Penalty: 147590.875000
Iteration 120F: 42 clusters Score -2.259402e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10173 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 13896 members 
Mstep: Class 6 contains 11185 members 
Mstep: Class 7 contains 120470 members 
Mstep: Class 8 contains 59923 members 
Mstep: Class 9 contains 59647 members 
Mstep: Class 10 contains 6217 members 
Mstep: Class 11 contains 6529 members 
Mstep: Class 12 contains 11827 members 
Mstep: Class 13 contains 25567 members 
Mstep: Class 14 contains 18186 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 239687 members 
Mstep: Class 17 contains 269705 members 
Mstep: Class 18 contains 192423 members 
Mstep: Class 19 contains 9102 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 11787 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 13348 members 
Mstep: Class 25 contains 223302 members 
Mstep: Class 26 contains 8600 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 144254 members 
Mstep: Class 30 contains 22983 members 
Mstep: Class 31 contains 9504 members 
Mstep: Class 32 contains 19975 members 
Mstep: Class 33 contains 71289 members 
Mstep: Class 34 contains 34494 members 
Mstep: Class 35 contains 5629 members 
Mstep: Class 36 contains 40941 members 
Mstep: Class 37 contains 177612 members 
Mstep: Class 38 contains 30803 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5577 members 
Mstep: Class 41 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939952.000000 Penalty: 147590.875000
Iteration 121Q: 42 clusters Score -2.2594e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10198 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 13898 members 
Mstep: Class 6 contains 11186 members 
Mstep: Class 7 contains 120466 members 
Mstep: Class 8 contains 59914 members 
Mstep: Class 9 contains 59653 members 
Mstep: Class 10 contains 6213 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 11833 members 
Mstep: Class 13 contains 25649 members 
Mstep: Class 14 contains 18177 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 239682 members 
Mstep: Class 17 contains 269703 members 
Mstep: Class 18 contains 192419 members 
Mstep: Class 19 contains 9103 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 11783 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 13348 members 
Mstep: Class 25 contains 223272 members 
Mstep: Class 26 contains 8691 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 144030 members 
Mstep: Class 30 contains 22990 members 
Mstep: Class 31 contains 9511 members 
Mstep: Class 32 contains 19981 members 
Mstep: Class 33 contains 71286 members 
Mstep: Class 34 contains 34479 members 
Mstep: Class 35 contains 5633 members 
Mstep: Class 36 contains 40896 members 
Mstep: Class 37 contains 177507 members 
Mstep: Class 38 contains 31017 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5582 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940048.000000 Penalty: 147590.875000
Iteration 122Q: 42 clusters Score -2.2594e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10218 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 13907 members 
Mstep: Class 6 contains 11186 members 
Mstep: Class 7 contains 120469 members 
Mstep: Class 8 contains 59912 members 
Mstep: Class 9 contains 59661 members 
Mstep: Class 10 contains 6208 members 
Mstep: Class 11 contains 6537 members 
Mstep: Class 12 contains 11842 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 18157 members 
Mstep: Class 15 contains 7437 members 
Mstep: Class 16 contains 239666 members 
Mstep: Class 17 contains 269697 members 
Mstep: Class 18 contains 192413 members 
Mstep: Class 19 contains 9103 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41397 members 
Mstep: Class 22 contains 11780 members 
Mstep: Class 23 contains 5009 members 
Mstep: Class 24 contains 13352 members 
Mstep: Class 25 contains 223243 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 35740 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 143803 members 
Mstep: Class 30 contains 22996 members 
Mstep: Class 31 contains 9523 members 
Mstep: Class 32 contains 19984 members 
Mstep: Class 33 contains 71282 members 
Mstep: Class 34 contains 34482 members 
Mstep: Class 35 contains 5636 members 
Mstep: Class 36 contains 40852 members 
Mstep: Class 37 contains 177452 members 
Mstep: Class 38 contains 31192 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5587 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940368.000000 Penalty: 147590.875000
Iteration 123Q: 42 clusters Score -2.259404e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10229 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 11187 members 
Mstep: Class 7 contains 120454 members 
Mstep: Class 8 contains 59913 members 
Mstep: Class 9 contains 59659 members 
Mstep: Class 10 contains 6208 members 
Mstep: Class 11 contains 6540 members 
Mstep: Class 12 contains 11847 members 
Mstep: Class 13 contains 25772 members 
Mstep: Class 14 contains 18139 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 239712 members 
Mstep: Class 17 contains 269688 members 
Mstep: Class 18 contains 192412 members 
Mstep: Class 19 contains 9105 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 11781 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 13353 members 
Mstep: Class 25 contains 223213 members 
Mstep: Class 26 contains 8839 members 
Mstep: Class 27 contains 35744 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 143568 members 
Mstep: Class 30 contains 23004 members 
Mstep: Class 31 contains 9514 members 
Mstep: Class 32 contains 19987 members 
Mstep: Class 33 contains 71283 members 
Mstep: Class 34 contains 34475 members 
Mstep: Class 35 contains 5642 members 
Mstep: Class 36 contains 40821 members 
Mstep: Class 37 contains 177407 members 
Mstep: Class 38 contains 31370 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5593 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940384.000000 Penalty: 147590.875000
Iteration 124Q: 42 clusters Score -2.259404e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10234 members 
Mstep: Class 4 contains 12386 members 
Mstep: Class 5 contains 13913 members 
Mstep: Class 6 contains 11188 members 
Mstep: Class 7 contains 120433 members 
Mstep: Class 8 contains 59914 members 
Mstep: Class 9 contains 59655 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 6539 members 
Mstep: Class 12 contains 11849 members 
Mstep: Class 13 contains 25815 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 239765 members 
Mstep: Class 17 contains 269690 members 
Mstep: Class 18 contains 192404 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 11781 members 
Mstep: Class 23 contains 5021 members 
Mstep: Class 24 contains 13356 members 
Mstep: Class 25 contains 223163 members 
Mstep: Class 26 contains 8907 members 
Mstep: Class 27 contains 35744 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 143366 members 
Mstep: Class 30 contains 23011 members 
Mstep: Class 31 contains 9495 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 71275 members 
Mstep: Class 34 contains 34454 members 
Mstep: Class 35 contains 5650 members 
Mstep: Class 36 contains 40805 members 
Mstep: Class 37 contains 177385 members 
Mstep: Class 38 contains 31545 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5598 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940560.000000 Penalty: 147590.875000
Iteration 125Q: 42 clusters Score -2.259406e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10243 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 13916 members 
Mstep: Class 6 contains 11185 members 
Mstep: Class 7 contains 120436 members 
Mstep: Class 8 contains 59911 members 
Mstep: Class 9 contains 59642 members 
Mstep: Class 10 contains 6204 members 
Mstep: Class 11 contains 6541 members 
Mstep: Class 12 contains 11855 members 
Mstep: Class 13 contains 25868 members 
Mstep: Class 14 contains 18108 members 
Mstep: Class 15 contains 7438 members 
Mstep: Class 16 contains 239801 members 
Mstep: Class 17 contains 269689 members 
Mstep: Class 18 contains 192411 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41400 members 
Mstep: Class 22 contains 11782 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 13356 members 
Mstep: Class 25 contains 223129 members 
Mstep: Class 26 contains 8984 members 
Mstep: Class 27 contains 35743 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 143166 members 
Mstep: Class 30 contains 23018 members 
Mstep: Class 31 contains 9474 members 
Mstep: Class 32 contains 19990 members 
Mstep: Class 33 contains 71271 members 
Mstep: Class 34 contains 34444 members 
Mstep: Class 35 contains 5651 members 
Mstep: Class 36 contains 40768 members 
Mstep: Class 37 contains 177342 members 
Mstep: Class 38 contains 31722 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5602 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941008.000000 Penalty: 147590.875000
Iteration 126Q: 42 clusters Score -2.25941e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10247 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 13920 members 
Mstep: Class 6 contains 11183 members 
Mstep: Class 7 contains 120427 members 
Mstep: Class 8 contains 59905 members 
Mstep: Class 9 contains 59638 members 
Mstep: Class 10 contains 6198 members 
Mstep: Class 11 contains 6542 members 
Mstep: Class 12 contains 11857 members 
Mstep: Class 13 contains 25923 members 
Mstep: Class 14 contains 18095 members 
Mstep: Class 15 contains 7439 members 
Mstep: Class 16 contains 239865 members 
Mstep: Class 17 contains 269697 members 
Mstep: Class 18 contains 192411 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41398 members 
Mstep: Class 22 contains 11781 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 13355 members 
Mstep: Class 25 contains 223112 members 
Mstep: Class 26 contains 9039 members 
Mstep: Class 27 contains 35742 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 142979 members 
Mstep: Class 30 contains 23025 members 
Mstep: Class 31 contains 9455 members 
Mstep: Class 32 contains 19986 members 
Mstep: Class 33 contains 71263 members 
Mstep: Class 34 contains 34416 members 
Mstep: Class 35 contains 5656 members 
Mstep: Class 36 contains 40743 members 
Mstep: Class 37 contains 177291 members 
Mstep: Class 38 contains 31891 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5606 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941008.000000 Penalty: 147590.875000
Iteration 127Q: 42 clusters Score -2.25941e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10254 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 13927 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 120412 members 
Mstep: Class 8 contains 59906 members 
Mstep: Class 9 contains 59645 members 
Mstep: Class 10 contains 6190 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 11857 members 
Mstep: Class 13 contains 25980 members 
Mstep: Class 14 contains 18082 members 
Mstep: Class 15 contains 7440 members 
Mstep: Class 16 contains 239883 members 
Mstep: Class 17 contains 269699 members 
Mstep: Class 18 contains 192415 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41396 members 
Mstep: Class 22 contains 11779 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 13362 members 
Mstep: Class 25 contains 223085 members 
Mstep: Class 26 contains 9099 members 
Mstep: Class 27 contains 35744 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 142813 members 
Mstep: Class 30 contains 23034 members 
Mstep: Class 31 contains 9449 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 71251 members 
Mstep: Class 34 contains 34388 members 
Mstep: Class 35 contains 5663 members 
Mstep: Class 36 contains 40720 members 
Mstep: Class 37 contains 177231 members 
Mstep: Class 38 contains 32046 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5610 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940912.000000 Penalty: 147590.875000
Iteration 128Q: 42 clusters Score -2.259409e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10262 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 13933 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 120396 members 
Mstep: Class 8 contains 59902 members 
Mstep: Class 9 contains 59658 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 26028 members 
Mstep: Class 14 contains 18068 members 
Mstep: Class 15 contains 7441 members 
Mstep: Class 16 contains 239921 members 
Mstep: Class 17 contains 269698 members 
Mstep: Class 18 contains 192415 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 11779 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 13368 members 
Mstep: Class 25 contains 223063 members 
Mstep: Class 26 contains 9150 members 
Mstep: Class 27 contains 35745 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 142625 members 
Mstep: Class 30 contains 23038 members 
Mstep: Class 31 contains 9438 members 
Mstep: Class 32 contains 19999 members 
Mstep: Class 33 contains 71241 members 
Mstep: Class 34 contains 34374 members 
Mstep: Class 35 contains 5670 members 
Mstep: Class 36 contains 40699 members 
Mstep: Class 37 contains 177189 members 
Mstep: Class 38 contains 32205 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5612 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940496.000000 Penalty: 147590.875000
Iteration 129Q: 42 clusters Score -2.259405e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 13939 members 
Mstep: Class 6 contains 11174 members 
Mstep: Class 7 contains 120392 members 
Mstep: Class 8 contains 59896 members 
Mstep: Class 9 contains 59666 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 26075 members 
Mstep: Class 14 contains 18058 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 239966 members 
Mstep: Class 17 contains 269695 members 
Mstep: Class 18 contains 192424 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41399 members 
Mstep: Class 22 contains 11777 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 13371 members 
Mstep: Class 25 contains 223036 members 
Mstep: Class 26 contains 9182 members 
Mstep: Class 27 contains 35748 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 142430 members 
Mstep: Class 30 contains 23040 members 
Mstep: Class 31 contains 9444 members 
Mstep: Class 32 contains 19999 members 
Mstep: Class 33 contains 71235 members 
Mstep: Class 34 contains 34349 members 
Mstep: Class 35 contains 5676 members 
Mstep: Class 36 contains 40675 members 
Mstep: Class 37 contains 177139 members 
Mstep: Class 38 contains 32370 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5618 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940608.000000 Penalty: 147590.875000
Iteration 130Q: 42 clusters Score -2.259406e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10291 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 11173 members 
Mstep: Class 7 contains 120383 members 
Mstep: Class 8 contains 59888 members 
Mstep: Class 9 contains 59673 members 
Mstep: Class 10 contains 6176 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 26121 members 
Mstep: Class 14 contains 18047 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 240020 members 
Mstep: Class 17 contains 269689 members 
Mstep: Class 18 contains 192428 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41401 members 
Mstep: Class 22 contains 11776 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 13372 members 
Mstep: Class 25 contains 223007 members 
Mstep: Class 26 contains 9221 members 
Mstep: Class 27 contains 35749 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 142276 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 9435 members 
Mstep: Class 32 contains 19998 members 
Mstep: Class 33 contains 71238 members 
Mstep: Class 34 contains 34320 members 
Mstep: Class 35 contains 5681 members 
Mstep: Class 36 contains 40650 members 
Mstep: Class 37 contains 177087 members 
Mstep: Class 38 contains 32511 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5623 members 
Mstep: Class 41 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940800.000000 Penalty: 147590.875000
Iteration 131Q: 42 clusters Score -2.259408e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10300 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 13959 members 
Mstep: Class 6 contains 11170 members 
Mstep: Class 7 contains 120374 members 
Mstep: Class 8 contains 59885 members 
Mstep: Class 9 contains 59682 members 
Mstep: Class 10 contains 6175 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 11857 members 
Mstep: Class 13 contains 26163 members 
Mstep: Class 14 contains 18045 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240098 members 
Mstep: Class 17 contains 269695 members 
Mstep: Class 18 contains 192426 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41406 members 
Mstep: Class 22 contains 11778 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 13374 members 
Mstep: Class 25 contains 222987 members 
Mstep: Class 26 contains 9245 members 
Mstep: Class 27 contains 35753 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 142125 members 
Mstep: Class 30 contains 23048 members 
Mstep: Class 31 contains 9401 members 
Mstep: Class 32 contains 20002 members 
Mstep: Class 33 contains 71229 members 
Mstep: Class 34 contains 34279 members 
Mstep: Class 35 contains 5689 members 
Mstep: Class 36 contains 40628 members 
Mstep: Class 37 contains 177039 members 
Mstep: Class 38 contains 32643 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5622 members 
Mstep: Class 41 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941008.000000 Penalty: 147590.875000
Iteration 132Q: 42 clusters Score -2.25941e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10308 members 
Mstep: Class 4 contains 12385 members 
Mstep: Class 5 contains 13969 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 120359 members 
Mstep: Class 8 contains 59884 members 
Mstep: Class 9 contains 59698 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 11858 members 
Mstep: Class 13 contains 26204 members 
Mstep: Class 14 contains 18045 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240139 members 
Mstep: Class 17 contains 269703 members 
Mstep: Class 18 contains 192417 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41412 members 
Mstep: Class 22 contains 11777 members 
Mstep: Class 23 contains 5055 members 
Mstep: Class 24 contains 13372 members 
Mstep: Class 25 contains 222962 members 
Mstep: Class 26 contains 9266 members 
Mstep: Class 27 contains 35754 members 
Mstep: Class 28 contains 8963 members 
Mstep: Class 29 contains 141938 members 
Mstep: Class 30 contains 23051 members 
Mstep: Class 31 contains 9393 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 71226 members 
Mstep: Class 34 contains 34238 members 
Mstep: Class 35 contains 5696 members 
Mstep: Class 36 contains 40611 members 
Mstep: Class 37 contains 177015 members 
Mstep: Class 38 contains 32801 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5621 members 
Mstep: Class 41 contains 1199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940704.000000 Penalty: 147590.875000
Iteration 133Q: 42 clusters Score -2.259407e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10312 members 
Mstep: Class 4 contains 12383 members 
Mstep: Class 5 contains 13975 members 
Mstep: Class 6 contains 11167 members 
Mstep: Class 7 contains 120373 members 
Mstep: Class 8 contains 59882 members 
Mstep: Class 9 contains 59703 members 
Mstep: Class 10 contains 6174 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 26232 members 
Mstep: Class 14 contains 18038 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 240181 members 
Mstep: Class 17 contains 269715 members 
Mstep: Class 18 contains 192405 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41410 members 
Mstep: Class 22 contains 11778 members 
Mstep: Class 23 contains 5062 members 
Mstep: Class 24 contains 13374 members 
Mstep: Class 25 contains 222934 members 
Mstep: Class 26 contains 9290 members 
Mstep: Class 27 contains 35756 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 141775 members 
Mstep: Class 30 contains 23054 members 
Mstep: Class 31 contains 9382 members 
Mstep: Class 32 contains 20010 members 
Mstep: Class 33 contains 71228 members 
Mstep: Class 34 contains 34201 members 
Mstep: Class 35 contains 5700 members 
Mstep: Class 36 contains 40595 members 
Mstep: Class 37 contains 176985 members 
Mstep: Class 38 contains 32954 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5621 members 
Mstep: Class 41 contains 1202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940400.000000 Penalty: 147590.875000
Iteration 134Q: 42 clusters Score -2.259404e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10320 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 13980 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 120368 members 
Mstep: Class 8 contains 59885 members 
Mstep: Class 9 contains 59707 members 
Mstep: Class 10 contains 6168 members 
Mstep: Class 11 contains 6548 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 26264 members 
Mstep: Class 14 contains 18029 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240173 members 
Mstep: Class 17 contains 269716 members 
Mstep: Class 18 contains 192403 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41411 members 
Mstep: Class 22 contains 11779 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 13379 members 
Mstep: Class 25 contains 222908 members 
Mstep: Class 26 contains 9313 members 
Mstep: Class 27 contains 35759 members 
Mstep: Class 28 contains 8963 members 
Mstep: Class 29 contains 141659 members 
Mstep: Class 30 contains 23055 members 
Mstep: Class 31 contains 9371 members 
Mstep: Class 32 contains 20013 members 
Mstep: Class 33 contains 71225 members 
Mstep: Class 34 contains 34182 members 
Mstep: Class 35 contains 5701 members 
Mstep: Class 36 contains 40580 members 
Mstep: Class 37 contains 176963 members 
Mstep: Class 38 contains 33098 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5619 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940688.000000 Penalty: 147590.875000
Iteration 135Q: 42 clusters Score -2.259407e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10328 members 
Mstep: Class 4 contains 12378 members 
Mstep: Class 5 contains 13981 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 120377 members 
Mstep: Class 8 contains 59880 members 
Mstep: Class 9 contains 59710 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 6549 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 26308 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240195 members 
Mstep: Class 17 contains 269721 members 
Mstep: Class 18 contains 192403 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41415 members 
Mstep: Class 22 contains 11776 members 
Mstep: Class 23 contains 5084 members 
Mstep: Class 24 contains 13376 members 
Mstep: Class 25 contains 222890 members 
Mstep: Class 26 contains 9337 members 
Mstep: Class 27 contains 35764 members 
Mstep: Class 28 contains 8963 members 
Mstep: Class 29 contains 141518 members 
Mstep: Class 30 contains 23058 members 
Mstep: Class 31 contains 9355 members 
Mstep: Class 32 contains 20013 members 
Mstep: Class 33 contains 71221 members 
Mstep: Class 34 contains 34171 members 
Mstep: Class 35 contains 5702 members 
Mstep: Class 36 contains 40573 members 
Mstep: Class 37 contains 176906 members 
Mstep: Class 38 contains 33236 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5620 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940336.000000 Penalty: 147590.875000
Iteration 136Q: 42 clusters Score -2.259403e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10334 members 
Mstep: Class 4 contains 12379 members 
Mstep: Class 5 contains 13985 members 
Mstep: Class 6 contains 11169 members 
Mstep: Class 7 contains 120370 members 
Mstep: Class 8 contains 59874 members 
Mstep: Class 9 contains 59717 members 
Mstep: Class 10 contains 6166 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 11860 members 
Mstep: Class 13 contains 26345 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240179 members 
Mstep: Class 17 contains 269734 members 
Mstep: Class 18 contains 192400 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41413 members 
Mstep: Class 22 contains 11774 members 
Mstep: Class 23 contains 5090 members 
Mstep: Class 24 contains 13381 members 
Mstep: Class 25 contains 222866 members 
Mstep: Class 26 contains 9360 members 
Mstep: Class 27 contains 35767 members 
Mstep: Class 28 contains 8963 members 
Mstep: Class 29 contains 141402 members 
Mstep: Class 30 contains 23063 members 
Mstep: Class 31 contains 9339 members 
Mstep: Class 32 contains 20011 members 
Mstep: Class 33 contains 71220 members 
Mstep: Class 34 contains 34163 members 
Mstep: Class 35 contains 5707 members 
Mstep: Class 36 contains 40556 members 
Mstep: Class 37 contains 176868 members 
Mstep: Class 38 contains 33389 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5622 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940416.000000 Penalty: 147590.875000
Iteration 137Q: 42 clusters Score -2.259404e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10342 members 
Mstep: Class 4 contains 12377 members 
Mstep: Class 5 contains 13989 members 
Mstep: Class 6 contains 11164 members 
Mstep: Class 7 contains 120360 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59720 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 6554 members 
Mstep: Class 12 contains 11861 members 
Mstep: Class 13 contains 26375 members 
Mstep: Class 14 contains 17998 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240152 members 
Mstep: Class 17 contains 269735 members 
Mstep: Class 18 contains 192403 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41419 members 
Mstep: Class 22 contains 11776 members 
Mstep: Class 23 contains 5095 members 
Mstep: Class 24 contains 13380 members 
Mstep: Class 25 contains 222871 members 
Mstep: Class 26 contains 9378 members 
Mstep: Class 27 contains 35768 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 141292 members 
Mstep: Class 30 contains 23071 members 
Mstep: Class 31 contains 9319 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 71217 members 
Mstep: Class 34 contains 34170 members 
Mstep: Class 35 contains 5710 members 
Mstep: Class 36 contains 40527 members 
Mstep: Class 37 contains 176831 members 
Mstep: Class 38 contains 33537 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5619 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940672.000000 Penalty: 147590.875000
Iteration 138Q: 42 clusters Score -2.259407e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 12374 members 
Mstep: Class 5 contains 13998 members 
Mstep: Class 6 contains 11165 members 
Mstep: Class 7 contains 120356 members 
Mstep: Class 8 contains 59880 members 
Mstep: Class 9 contains 59725 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 6558 members 
Mstep: Class 12 contains 11865 members 
Mstep: Class 13 contains 26405 members 
Mstep: Class 14 contains 17991 members 
Mstep: Class 15 contains 7444 members 
Mstep: Class 16 contains 240103 members 
Mstep: Class 17 contains 269738 members 
Mstep: Class 18 contains 192394 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 11775 members 
Mstep: Class 23 contains 5103 members 
Mstep: Class 24 contains 13383 members 
Mstep: Class 25 contains 222884 members 
Mstep: Class 26 contains 9392 members 
Mstep: Class 27 contains 35767 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 141189 members 
Mstep: Class 30 contains 23075 members 
Mstep: Class 31 contains 9314 members 
Mstep: Class 32 contains 20018 members 
Mstep: Class 33 contains 71213 members 
Mstep: Class 34 contains 34163 members 
Mstep: Class 35 contains 5714 members 
Mstep: Class 36 contains 40496 members 
Mstep: Class 37 contains 176781 members 
Mstep: Class 38 contains 33690 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5621 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940928.000000 Penalty: 147590.875000
Iteration 139Q: 42 clusters Score -2.259409e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10360 members 
Mstep: Class 4 contains 12373 members 
Mstep: Class 5 contains 14009 members 
Mstep: Class 6 contains 11169 members 
Mstep: Class 7 contains 120342 members 
Mstep: Class 8 contains 59881 members 
Mstep: Class 9 contains 59727 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 6560 members 
Mstep: Class 12 contains 11867 members 
Mstep: Class 13 contains 26429 members 
Mstep: Class 14 contains 17985 members 
Mstep: Class 15 contains 7444 members 
Mstep: Class 16 contains 240091 members 
Mstep: Class 17 contains 269740 members 
Mstep: Class 18 contains 192378 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41421 members 
Mstep: Class 22 contains 11775 members 
Mstep: Class 23 contains 5113 members 
Mstep: Class 24 contains 13383 members 
Mstep: Class 25 contains 222882 members 
Mstep: Class 26 contains 9407 members 
Mstep: Class 27 contains 35765 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 141080 members 
Mstep: Class 30 contains 23081 members 
Mstep: Class 31 contains 9304 members 
Mstep: Class 32 contains 20031 members 
Mstep: Class 33 contains 71211 members 
Mstep: Class 34 contains 34146 members 
Mstep: Class 35 contains 5719 members 
Mstep: Class 36 contains 40480 members 
Mstep: Class 37 contains 176724 members 
Mstep: Class 38 contains 33846 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5626 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940816.000000 Penalty: 147590.875000
Iteration 140F: 42 clusters Score -2.259408e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10367 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 14019 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 120339 members 
Mstep: Class 8 contains 59878 members 
Mstep: Class 9 contains 59735 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 6562 members 
Mstep: Class 12 contains 11866 members 
Mstep: Class 13 contains 26456 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 7445 members 
Mstep: Class 16 contains 240094 members 
Mstep: Class 17 contains 269738 members 
Mstep: Class 18 contains 192365 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11773 members 
Mstep: Class 23 contains 5123 members 
Mstep: Class 24 contains 13386 members 
Mstep: Class 25 contains 222881 members 
Mstep: Class 26 contains 9419 members 
Mstep: Class 27 contains 35764 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 140990 members 
Mstep: Class 30 contains 23085 members 
Mstep: Class 31 contains 9275 members 
Mstep: Class 32 contains 20043 members 
Mstep: Class 33 contains 71209 members 
Mstep: Class 34 contains 34133 members 
Mstep: Class 35 contains 5724 members 
Mstep: Class 36 contains 40457 members 
Mstep: Class 37 contains 176667 members 
Mstep: Class 38 contains 33996 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5631 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940448.000000 Penalty: 147590.875000
Iteration 141Q: 42 clusters Score -2.259404e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10385 members 
Mstep: Class 4 contains 12371 members 
Mstep: Class 5 contains 14030 members 
Mstep: Class 6 contains 11164 members 
Mstep: Class 7 contains 120337 members 
Mstep: Class 8 contains 59878 members 
Mstep: Class 9 contains 59734 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 12 contains 11864 members 
Mstep: Class 13 contains 26483 members 
Mstep: Class 14 contains 17967 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240086 members 
Mstep: Class 17 contains 269735 members 
Mstep: Class 18 contains 192362 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41419 members 
Mstep: Class 22 contains 11768 members 
Mstep: Class 23 contains 5131 members 
Mstep: Class 24 contains 13389 members 
Mstep: Class 25 contains 222885 members 
Mstep: Class 26 contains 9435 members 
Mstep: Class 27 contains 35761 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 140895 members 
Mstep: Class 30 contains 23087 members 
Mstep: Class 31 contains 9245 members 
Mstep: Class 32 contains 20053 members 
Mstep: Class 33 contains 71211 members 
Mstep: Class 34 contains 34115 members 
Mstep: Class 35 contains 5724 members 
Mstep: Class 36 contains 40432 members 
Mstep: Class 37 contains 176608 members 
Mstep: Class 38 contains 34156 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5636 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940384.000000 Penalty: 147590.875000
Iteration 142Q: 42 clusters Score -2.259404e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 14046 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 120326 members 
Mstep: Class 8 contains 59880 members 
Mstep: Class 9 contains 59739 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 12 contains 11865 members 
Mstep: Class 13 contains 26501 members 
Mstep: Class 14 contains 17960 members 
Mstep: Class 15 contains 7443 members 
Mstep: Class 16 contains 240082 members 
Mstep: Class 17 contains 269741 members 
Mstep: Class 18 contains 192354 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41420 members 
Mstep: Class 22 contains 11765 members 
Mstep: Class 23 contains 5141 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 222904 members 
Mstep: Class 26 contains 9447 members 
Mstep: Class 27 contains 35763 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 140810 members 
Mstep: Class 30 contains 23090 members 
Mstep: Class 31 contains 9214 members 
Mstep: Class 32 contains 20057 members 
Mstep: Class 33 contains 71205 members 
Mstep: Class 34 contains 34118 members 
Mstep: Class 35 contains 5722 members 
Mstep: Class 36 contains 40400 members 
Mstep: Class 37 contains 176547 members 
Mstep: Class 38 contains 34293 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5639 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940592.000000 Penalty: 147590.875000
Iteration 143Q: 42 clusters Score -2.259406e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10400 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 14054 members 
Mstep: Class 6 contains 11157 members 
Mstep: Class 7 contains 120325 members 
Mstep: Class 8 contains 59878 members 
Mstep: Class 9 contains 59745 members 
Mstep: Class 10 contains 6168 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 11862 members 
Mstep: Class 13 contains 26519 members 
Mstep: Class 14 contains 17953 members 
Mstep: Class 15 contains 7445 members 
Mstep: Class 16 contains 240041 members 
Mstep: Class 17 contains 269748 members 
Mstep: Class 18 contains 192356 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41424 members 
Mstep: Class 22 contains 11762 members 
Mstep: Class 23 contains 5144 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 222906 members 
Mstep: Class 26 contains 9460 members 
Mstep: Class 27 contains 35765 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 140718 members 
Mstep: Class 30 contains 23091 members 
Mstep: Class 31 contains 9203 members 
Mstep: Class 32 contains 20058 members 
Mstep: Class 33 contains 71198 members 
Mstep: Class 34 contains 34113 members 
Mstep: Class 35 contains 5726 members 
Mstep: Class 36 contains 40364 members 
Mstep: Class 37 contains 176517 members 
Mstep: Class 38 contains 34442 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5645 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940384.000000 Penalty: 147590.875000
Iteration 144Q: 42 clusters Score -2.259404e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10404 members 
Mstep: Class 4 contains 12369 members 
Mstep: Class 5 contains 14063 members 
Mstep: Class 6 contains 11155 members 
Mstep: Class 7 contains 120325 members 
Mstep: Class 8 contains 59872 members 
Mstep: Class 9 contains 59743 members 
Mstep: Class 10 contains 6169 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 11863 members 
Mstep: Class 13 contains 26535 members 
Mstep: Class 14 contains 17944 members 
Mstep: Class 15 contains 7448 members 
Mstep: Class 16 contains 240012 members 
Mstep: Class 17 contains 269747 members 
Mstep: Class 18 contains 192360 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41426 members 
Mstep: Class 22 contains 11761 members 
Mstep: Class 23 contains 5152 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 222907 members 
Mstep: Class 26 contains 9471 members 
Mstep: Class 27 contains 35765 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 140631 members 
Mstep: Class 30 contains 23086 members 
Mstep: Class 31 contains 9192 members 
Mstep: Class 32 contains 20062 members 
Mstep: Class 33 contains 71188 members 
Mstep: Class 34 contains 34102 members 
Mstep: Class 35 contains 5730 members 
Mstep: Class 36 contains 40329 members 
Mstep: Class 37 contains 176500 members 
Mstep: Class 38 contains 34594 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5653 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940512.000000 Penalty: 147590.875000
Iteration 145Q: 42 clusters Score -2.259405e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10408 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 14067 members 
Mstep: Class 6 contains 11148 members 
Mstep: Class 7 contains 120321 members 
Mstep: Class 8 contains 59872 members 
Mstep: Class 9 contains 59742 members 
Mstep: Class 10 contains 6168 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 11867 members 
Mstep: Class 13 contains 26553 members 
Mstep: Class 14 contains 17937 members 
Mstep: Class 15 contains 7454 members 
Mstep: Class 16 contains 239991 members 
Mstep: Class 17 contains 269761 members 
Mstep: Class 18 contains 192362 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41428 members 
Mstep: Class 22 contains 11760 members 
Mstep: Class 23 contains 5157 members 
Mstep: Class 24 contains 13395 members 
Mstep: Class 25 contains 222906 members 
Mstep: Class 26 contains 9481 members 
Mstep: Class 27 contains 35763 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 140526 members 
Mstep: Class 30 contains 23083 members 
Mstep: Class 31 contains 9178 members 
Mstep: Class 32 contains 20063 members 
Mstep: Class 33 contains 71183 members 
Mstep: Class 34 contains 34089 members 
Mstep: Class 35 contains 5731 members 
Mstep: Class 36 contains 40293 members 
Mstep: Class 37 contains 176486 members 
Mstep: Class 38 contains 34755 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5653 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940336.000000 Penalty: 147590.875000
Iteration 146Q: 42 clusters Score -2.259403e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10412 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 14071 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 120311 members 
Mstep: Class 8 contains 59873 members 
Mstep: Class 9 contains 59750 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 26564 members 
Mstep: Class 14 contains 17929 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 16 contains 239964 members 
Mstep: Class 17 contains 269765 members 
Mstep: Class 18 contains 192366 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41430 members 
Mstep: Class 22 contains 11759 members 
Mstep: Class 23 contains 5163 members 
Mstep: Class 24 contains 13398 members 
Mstep: Class 25 contains 222916 members 
Mstep: Class 26 contains 9489 members 
Mstep: Class 27 contains 35763 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 140434 members 
Mstep: Class 30 contains 23083 members 
Mstep: Class 31 contains 9157 members 
Mstep: Class 32 contains 20065 members 
Mstep: Class 33 contains 71179 members 
Mstep: Class 34 contains 34079 members 
Mstep: Class 35 contains 5734 members 
Mstep: Class 36 contains 40258 members 
Mstep: Class 37 contains 176467 members 
Mstep: Class 38 contains 34907 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5654 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940368.000000 Penalty: 147590.875000
Iteration 147Q: 42 clusters Score -2.259404e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10419 members 
Mstep: Class 4 contains 12364 members 
Mstep: Class 5 contains 14075 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 120300 members 
Mstep: Class 8 contains 59872 members 
Mstep: Class 9 contains 59753 members 
Mstep: Class 10 contains 6159 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 11872 members 
Mstep: Class 13 contains 26583 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 16 contains 239979 members 
Mstep: Class 17 contains 269761 members 
Mstep: Class 18 contains 192361 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41429 members 
Mstep: Class 22 contains 11761 members 
Mstep: Class 23 contains 5170 members 
Mstep: Class 24 contains 13393 members 
Mstep: Class 25 contains 222922 members 
Mstep: Class 26 contains 9501 members 
Mstep: Class 27 contains 35768 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 140329 members 
Mstep: Class 30 contains 23082 members 
Mstep: Class 31 contains 9134 members 
Mstep: Class 32 contains 20070 members 
Mstep: Class 33 contains 71173 members 
Mstep: Class 34 contains 34084 members 
Mstep: Class 35 contains 5736 members 
Mstep: Class 36 contains 40231 members 
Mstep: Class 37 contains 176460 members 
Mstep: Class 38 contains 35019 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5657 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940512.000000 Penalty: 147590.875000
Iteration 148Q: 42 clusters Score -2.259405e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10426 members 
Mstep: Class 4 contains 12363 members 
Mstep: Class 5 contains 14080 members 
Mstep: Class 6 contains 11151 members 
Mstep: Class 7 contains 120296 members 
Mstep: Class 8 contains 59875 members 
Mstep: Class 9 contains 59765 members 
Mstep: Class 10 contains 6158 members 
Mstep: Class 11 contains 6578 members 
Mstep: Class 12 contains 11872 members 
Mstep: Class 13 contains 26607 members 
Mstep: Class 14 contains 17916 members 
Mstep: Class 15 contains 7463 members 
Mstep: Class 16 contains 240007 members 
Mstep: Class 17 contains 269770 members 
Mstep: Class 18 contains 192358 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41428 members 
Mstep: Class 22 contains 11763 members 
Mstep: Class 23 contains 5175 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 222921 members 
Mstep: Class 26 contains 9511 members 
Mstep: Class 27 contains 35769 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 140245 members 
Mstep: Class 30 contains 23077 members 
Mstep: Class 31 contains 9111 members 
Mstep: Class 32 contains 20073 members 
Mstep: Class 33 contains 71167 members 
Mstep: Class 34 contains 34075 members 
Mstep: Class 35 contains 5738 members 
Mstep: Class 36 contains 40201 members 
Mstep: Class 37 contains 176435 members 
Mstep: Class 38 contains 35104 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5657 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940304.000000 Penalty: 147590.875000
Iteration 149Q: 42 clusters Score -2.259403e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10435 members 
Mstep: Class 4 contains 12362 members 
Mstep: Class 5 contains 14086 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 120287 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59769 members 
Mstep: Class 10 contains 6156 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 11872 members 
Mstep: Class 13 contains 26624 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 7467 members 
Mstep: Class 16 contains 240016 members 
Mstep: Class 17 contains 269780 members 
Mstep: Class 18 contains 192354 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41428 members 
Mstep: Class 22 contains 11764 members 
Mstep: Class 23 contains 5183 members 
Mstep: Class 24 contains 13394 members 
Mstep: Class 25 contains 222927 members 
Mstep: Class 26 contains 9522 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 140173 members 
Mstep: Class 30 contains 23071 members 
Mstep: Class 31 contains 9078 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71163 members 
Mstep: Class 34 contains 34086 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 40185 members 
Mstep: Class 37 contains 176398 members 
Mstep: Class 38 contains 35188 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940800.000000 Penalty: 147590.875000
Iteration 150Q: 42 clusters Score -2.259408e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10443 members 
Mstep: Class 4 contains 12363 members 
Mstep: Class 5 contains 14093 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 120277 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59769 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 11873 members 
Mstep: Class 13 contains 26642 members 
Mstep: Class 14 contains 17898 members 
Mstep: Class 15 contains 7470 members 
Mstep: Class 16 contains 240039 members 
Mstep: Class 17 contains 269792 members 
Mstep: Class 18 contains 192355 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41430 members 
Mstep: Class 22 contains 11763 members 
Mstep: Class 23 contains 5190 members 
Mstep: Class 24 contains 13395 members 
Mstep: Class 25 contains 222925 members 
Mstep: Class 26 contains 9532 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 140083 members 
Mstep: Class 30 contains 23068 members 
Mstep: Class 31 contains 9059 members 
Mstep: Class 32 contains 20074 members 
Mstep: Class 33 contains 71154 members 
Mstep: Class 34 contains 34095 members 
Mstep: Class 35 contains 5742 members 
Mstep: Class 36 contains 40158 members 
Mstep: Class 37 contains 176390 members 
Mstep: Class 38 contains 35270 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940576.000000 Penalty: 147590.875000
Iteration 151Q: 42 clusters Score -2.259406e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10452 members 
Mstep: Class 4 contains 12363 members 
Mstep: Class 5 contains 14097 members 
Mstep: Class 6 contains 11154 members 
Mstep: Class 7 contains 120277 members 
Mstep: Class 8 contains 59873 members 
Mstep: Class 9 contains 59773 members 
Mstep: Class 10 contains 6152 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 26654 members 
Mstep: Class 14 contains 17883 members 
Mstep: Class 15 contains 7470 members 
Mstep: Class 16 contains 240083 members 
Mstep: Class 17 contains 269787 members 
Mstep: Class 18 contains 192354 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41428 members 
Mstep: Class 22 contains 11766 members 
Mstep: Class 23 contains 5201 members 
Mstep: Class 24 contains 13396 members 
Mstep: Class 25 contains 222926 members 
Mstep: Class 26 contains 9540 members 
Mstep: Class 27 contains 35773 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 140005 members 
Mstep: Class 30 contains 23068 members 
Mstep: Class 31 contains 9024 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71152 members 
Mstep: Class 34 contains 34091 members 
Mstep: Class 35 contains 5745 members 
Mstep: Class 36 contains 40142 members 
Mstep: Class 37 contains 176359 members 
Mstep: Class 38 contains 35355 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940624.000000 Penalty: 147590.875000
Iteration 152Q: 42 clusters Score -2.259406e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10455 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 14101 members 
Mstep: Class 6 contains 11155 members 
Mstep: Class 7 contains 120268 members 
Mstep: Class 8 contains 59875 members 
Mstep: Class 9 contains 59772 members 
Mstep: Class 10 contains 6148 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 26669 members 
Mstep: Class 14 contains 17871 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240111 members 
Mstep: Class 17 contains 269792 members 
Mstep: Class 18 contains 192353 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41433 members 
Mstep: Class 22 contains 11764 members 
Mstep: Class 23 contains 5212 members 
Mstep: Class 24 contains 13396 members 
Mstep: Class 25 contains 222934 members 
Mstep: Class 26 contains 9552 members 
Mstep: Class 27 contains 35772 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 139944 members 
Mstep: Class 30 contains 23067 members 
Mstep: Class 31 contains 8988 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71146 members 
Mstep: Class 34 contains 34111 members 
Mstep: Class 35 contains 5748 members 
Mstep: Class 36 contains 40118 members 
Mstep: Class 37 contains 176332 members 
Mstep: Class 38 contains 35422 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5663 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940592.000000 Penalty: 147590.875000
Iteration 153Q: 42 clusters Score -2.259406e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10463 members 
Mstep: Class 4 contains 12367 members 
Mstep: Class 5 contains 14104 members 
Mstep: Class 6 contains 11152 members 
Mstep: Class 7 contains 120269 members 
Mstep: Class 8 contains 59874 members 
Mstep: Class 9 contains 59774 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 26680 members 
Mstep: Class 14 contains 17858 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 240156 members 
Mstep: Class 17 contains 269794 members 
Mstep: Class 18 contains 192354 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41434 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 5230 members 
Mstep: Class 24 contains 13397 members 
Mstep: Class 25 contains 222950 members 
Mstep: Class 26 contains 9557 members 
Mstep: Class 27 contains 35772 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 139867 members 
Mstep: Class 30 contains 23066 members 
Mstep: Class 31 contains 8954 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71138 members 
Mstep: Class 34 contains 34120 members 
Mstep: Class 35 contains 5755 members 
Mstep: Class 36 contains 40092 members 
Mstep: Class 37 contains 176299 members 
Mstep: Class 38 contains 35493 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5663 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940560.000000 Penalty: 147590.875000
Iteration 154Q: 42 clusters Score -2.259406e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10472 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 14107 members 
Mstep: Class 6 contains 11148 members 
Mstep: Class 7 contains 120267 members 
Mstep: Class 8 contains 59875 members 
Mstep: Class 9 contains 59776 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 26694 members 
Mstep: Class 14 contains 17846 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 240196 members 
Mstep: Class 17 contains 269795 members 
Mstep: Class 18 contains 192352 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41435 members 
Mstep: Class 22 contains 11756 members 
Mstep: Class 23 contains 5245 members 
Mstep: Class 24 contains 13399 members 
Mstep: Class 25 contains 222962 members 
Mstep: Class 26 contains 9562 members 
Mstep: Class 27 contains 35772 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 139788 members 
Mstep: Class 30 contains 23065 members 
Mstep: Class 31 contains 8930 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71132 members 
Mstep: Class 34 contains 34107 members 
Mstep: Class 35 contains 5757 members 
Mstep: Class 36 contains 40078 members 
Mstep: Class 37 contains 176273 members 
Mstep: Class 38 contains 35569 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5663 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940528.000000 Penalty: 147590.875000
Iteration 155Q: 42 clusters Score -2.259405e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10478 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 14110 members 
Mstep: Class 6 contains 11148 members 
Mstep: Class 7 contains 120270 members 
Mstep: Class 8 contains 59874 members 
Mstep: Class 9 contains 59772 members 
Mstep: Class 10 contains 6144 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 26728 members 
Mstep: Class 14 contains 17844 members 
Mstep: Class 15 contains 7474 members 
Mstep: Class 16 contains 240225 members 
Mstep: Class 17 contains 269794 members 
Mstep: Class 18 contains 192351 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41434 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 5258 members 
Mstep: Class 24 contains 13399 members 
Mstep: Class 25 contains 222972 members 
Mstep: Class 26 contains 9568 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 139710 members 
Mstep: Class 30 contains 23064 members 
Mstep: Class 31 contains 8911 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71128 members 
Mstep: Class 34 contains 34094 members 
Mstep: Class 35 contains 5759 members 
Mstep: Class 36 contains 40059 members 
Mstep: Class 37 contains 176237 members 
Mstep: Class 38 contains 35646 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940752.000000 Penalty: 147590.875000
Iteration 156Q: 42 clusters Score -2.259408e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10487 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 14115 members 
Mstep: Class 6 contains 11147 members 
Mstep: Class 7 contains 120273 members 
Mstep: Class 8 contains 59872 members 
Mstep: Class 9 contains 59768 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26744 members 
Mstep: Class 14 contains 17839 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 240282 members 
Mstep: Class 17 contains 269798 members 
Mstep: Class 18 contains 192344 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41433 members 
Mstep: Class 22 contains 11758 members 
Mstep: Class 23 contains 5262 members 
Mstep: Class 24 contains 13398 members 
Mstep: Class 25 contains 222978 members 
Mstep: Class 26 contains 9572 members 
Mstep: Class 27 contains 35769 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 139629 members 
Mstep: Class 30 contains 23063 members 
Mstep: Class 31 contains 8880 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71126 members 
Mstep: Class 34 contains 34095 members 
Mstep: Class 35 contains 5761 members 
Mstep: Class 36 contains 40046 members 
Mstep: Class 37 contains 176203 members 
Mstep: Class 38 contains 35722 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940848.000000 Penalty: 147590.875000
Iteration 157Q: 42 clusters Score -2.259408e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10496 members 
Mstep: Class 4 contains 12361 members 
Mstep: Class 5 contains 14117 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 120270 members 
Mstep: Class 8 contains 59871 members 
Mstep: Class 9 contains 59760 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26761 members 
Mstep: Class 14 contains 17838 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240350 members 
Mstep: Class 17 contains 269808 members 
Mstep: Class 18 contains 192342 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41433 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 13398 members 
Mstep: Class 25 contains 222990 members 
Mstep: Class 26 contains 9574 members 
Mstep: Class 27 contains 35768 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 139533 members 
Mstep: Class 30 contains 23066 members 
Mstep: Class 31 contains 8868 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71124 members 
Mstep: Class 34 contains 34080 members 
Mstep: Class 35 contains 5766 members 
Mstep: Class 36 contains 40027 members 
Mstep: Class 37 contains 176161 members 
Mstep: Class 38 contains 35799 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5664 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940800.000000 Penalty: 147590.875000
Iteration 158Q: 42 clusters Score -2.259408e+08 nChanged 559
Entering ConstructFrom: 
Score: -225940800.000000 Penalty: 147590.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Entering Unmasked Estep 
Score: -2648219.250000 Penalty: 2495.869385
	Iteration 0F: 2 clusters Score -2648219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2631997.250000 Penalty: 4991.738770
	Iteration 0F: 3 clusters Score -2631997 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2637643.500000 Penalty: 4991.738770
	Iteration 1F: 3 clusters Score -2637644 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2638128.750000 Penalty: 4991.738770
	Iteration 2F: 3 clusters Score -2638129 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2638590.500000 Penalty: 4991.738770
	Iteration 3Q: 3 clusters Score -2638590 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2639092.500000 Penalty: 4991.738770
	Iteration 4Q: 3 clusters Score -2639092 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2639715.250000 Penalty: 4991.738770
	Iteration 5F: 3 clusters Score -2639715 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2640515.250000 Penalty: 4991.738770
	Iteration 6F: 3 clusters Score -2640515 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2641509.000000 Penalty: 4991.738770
	Iteration 7F: 3 clusters Score -2641509 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2642469.000000 Penalty: 4991.738770
	Iteration 8F: 3 clusters Score -2642469 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2643321.250000 Penalty: 4991.738770
	Iteration 9F: 3 clusters Score -2643321 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2643994.500000 Penalty: 4991.738770
	Iteration 10Q: 3 clusters Score -2643994 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2644551.500000 Penalty: 4991.738770
	Iteration 11Q: 3 clusters Score -2644552 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2645001.750000 Penalty: 4991.738770
	Iteration 12Q: 3 clusters Score -2645002 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2645370.000000 Penalty: 4991.738770
	Iteration 13Q: 3 clusters Score -2645370 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2645696.500000 Penalty: 4991.738770
	Iteration 14Q: 3 clusters Score -2645696 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2645937.000000 Penalty: 4991.738770
	Iteration 15Q: 3 clusters Score -2645937 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2646141.750000 Penalty: 4991.738770
	Iteration 16Q: 3 clusters Score -2646142 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2646274.750000 Penalty: 4991.738770
	Iteration 17Q: 3 clusters Score -2646275 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2646419.250000 Penalty: 4991.738770
	Iteration 18Q: 3 clusters Score -2646419 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2646534.250000 Penalty: 4991.738770
	Iteration 19Q: 3 clusters Score -2646534 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2646629.250000 Penalty: 4991.738770
	Iteration 20F: 3 clusters Score -2646629 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2646688.750000 Penalty: 4991.738770
	Iteration 21Q: 3 clusters Score -2646689 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2646744.750000 Penalty: 4991.738770
	Iteration 22Q: 3 clusters Score -2646745 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2646776.750000 Penalty: 4991.738770
	Iteration 23Q: 3 clusters Score -2646777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2646816.750000 Penalty: 4991.738770
	Iteration 24Q: 3 clusters Score -2646817 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2646844.500000 Penalty: 4991.738770
	Iteration 25Q: 3 clusters Score -2646844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2646871.750000 Penalty: 4991.738770
	Iteration 26Q: 3 clusters Score -2646872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2646903.000000 Penalty: 4991.738770
	Iteration 27Q: 3 clusters Score -2646903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2646930.000000 Penalty: 4991.738770
	Iteration 28Q: 3 clusters Score -2646930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2646950.750000 Penalty: 4991.738770
	Iteration 29Q: 3 clusters Score -2646951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2646959.750000 Penalty: 4991.738770
	Iteration 30Q: 3 clusters Score -2646960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2646961.750000 Penalty: 4991.738770
	Iteration 31Q: 3 clusters Score -2646962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2646971.250000 Penalty: 4991.738770
	Iteration 32Q: 3 clusters Score -2646971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2646982.750000 Penalty: 4991.738770
	Iteration 33Q: 3 clusters Score -2646983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2646988.250000 Penalty: 4991.738770
	Iteration 34Q: 3 clusters Score -2646988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2646996.500000 Penalty: 4991.738770
	Iteration 35Q: 3 clusters Score -2646996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2646992.750000 Penalty: 4991.738770
	Iteration 36Q: 3 clusters Score -2646993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2646996.500000 Penalty: 4991.738770
	Iteration 37Q: 3 clusters Score -2646996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2646994.250000 Penalty: 4991.738770
	Iteration 38Q: 3 clusters Score -2646994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2646994.750000 Penalty: 4991.738770
	Iteration 39Q: 3 clusters Score -2646995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2646994.500000 Penalty: 4991.738770
	Iteration 40F: 3 clusters Score -2646994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2646995.750000 Penalty: 4991.738770
	Iteration 41Q: 3 clusters Score -2646996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2646998.000000 Penalty: 4991.738770
	Iteration 42Q: 3 clusters Score -2646998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2646998.000000 Penalty: 4991.738770
	Iteration 43F: 3 clusters Score -2646998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -164438.515625 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -164438.5 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 779 members 
Entering Unmasked Estep 
Score: -162287.187500 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -162287.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -163569.312500 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -163569.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -164389.515625 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -164389.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -164775.812500 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -164775.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -165034.250000 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -165034.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -165148.968750 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -165149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -165204.687500 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -165204.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -165227.718750 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -165227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -165230.750000 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -165230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -165231.187500 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -165231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -165231.187500 Penalty: 3673.427246
	Iteration 10F: 3 clusters Score -165231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 10504 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 120267 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59761 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26774 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240423 members 
Mstep: Class 17 contains 269816 members 
Mstep: Class 18 contains 192340 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41431 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 223006 members 
Mstep: Class 26 contains 9573 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 139429 members 
Mstep: Class 30 contains 23070 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71116 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 5768 members 
Mstep: Class 36 contains 40012 members 
Mstep: Class 37 contains 176115 members 
Mstep: Class 38 contains 35877 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 1259 members 
Entering Unmasked Estep 
Score: -225940000.000000 Penalty: 151190.640625
Splitting cluster 2 changes total score from -225940800.000000 to -225940000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (10504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Entering Unmasked Estep 
Score: -1176903.000000 Penalty: 2296.358643
	Iteration 0F: 2 clusters Score -1176903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1168969.375000 Penalty: 4592.717285
	Iteration 0F: 3 clusters Score -1168969 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1171427.125000 Penalty: 4592.717285
	Iteration 1F: 3 clusters Score -1171427 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1171853.500000 Penalty: 4592.717285
	Iteration 2F: 3 clusters Score -1171854 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1172143.750000 Penalty: 4592.717285
	Iteration 3F: 3 clusters Score -1172144 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1172332.750000 Penalty: 4592.717285
	Iteration 4Q: 3 clusters Score -1172333 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1172468.500000 Penalty: 4592.717285
	Iteration 5Q: 3 clusters Score -1172468 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1172598.375000 Penalty: 4592.717285
	Iteration 6Q: 3 clusters Score -1172598 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1172697.500000 Penalty: 4592.717285
	Iteration 7Q: 3 clusters Score -1172698 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1172806.750000 Penalty: 4592.717285
	Iteration 8Q: 3 clusters Score -1172807 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1172941.250000 Penalty: 4592.717285
	Iteration 9Q: 3 clusters Score -1172941 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1173088.625000 Penalty: 4592.717285
	Iteration 10Q: 3 clusters Score -1173089 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1173260.875000 Penalty: 4592.717285
	Iteration 11Q: 3 clusters Score -1173261 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1173454.125000 Penalty: 4592.717285
	Iteration 12Q: 3 clusters Score -1173454 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1173635.750000 Penalty: 4592.717285
	Iteration 13Q: 3 clusters Score -1173636 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1173847.375000 Penalty: 4592.717285
	Iteration 14Q: 3 clusters Score -1173847 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1174115.875000 Penalty: 4592.717285
	Iteration 15Q: 3 clusters Score -1174116 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1174395.125000 Penalty: 4592.717285
	Iteration 16Q: 3 clusters Score -1174395 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1174587.875000 Penalty: 4592.717285
	Iteration 17Q: 3 clusters Score -1174588 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1174723.625000 Penalty: 4592.717285
	Iteration 18Q: 3 clusters Score -1174724 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1174806.250000 Penalty: 4592.717285
	Iteration 19Q: 3 clusters Score -1174806 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1174860.375000 Penalty: 4592.717285
	Iteration 20F: 3 clusters Score -1174860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1174896.625000 Penalty: 4592.717285
	Iteration 21Q: 3 clusters Score -1174897 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1174922.375000 Penalty: 4592.717285
	Iteration 22Q: 3 clusters Score -1174922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1174942.625000 Penalty: 4592.717285
	Iteration 23Q: 3 clusters Score -1174943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1174960.625000 Penalty: 4592.717285
	Iteration 24Q: 3 clusters Score -1174961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1174976.500000 Penalty: 4592.717285
	Iteration 25Q: 3 clusters Score -1174976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1174985.250000 Penalty: 4592.717285
	Iteration 26Q: 3 clusters Score -1174985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1174992.625000 Penalty: 4592.717285
	Iteration 27Q: 3 clusters Score -1174993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1175003.250000 Penalty: 4592.717285
	Iteration 28Q: 3 clusters Score -1175003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1175012.125000 Penalty: 4592.717285
	Iteration 29Q: 3 clusters Score -1175012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1175018.000000 Penalty: 4592.717285
	Iteration 30Q: 3 clusters Score -1175018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1175023.500000 Penalty: 4592.717285
	Iteration 31Q: 3 clusters Score -1175024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1175024.250000 Penalty: 4592.717285
	Iteration 32Q: 3 clusters Score -1175024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1175028.750000 Penalty: 4592.717285
	Iteration 33Q: 3 clusters Score -1175029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1175027.750000 Penalty: 4592.717285
	Iteration 34Q: 3 clusters Score -1175028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1175029.625000 Penalty: 4592.717285
	Iteration 35Q: 3 clusters Score -1175030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1175030.000000 Penalty: 4592.717285
	Iteration 36Q: 3 clusters Score -1175030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1175033.000000 Penalty: 4592.717285
	Iteration 37Q: 3 clusters Score -1175033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1175033.125000 Penalty: 4592.717285
	Iteration 38Q: 3 clusters Score -1175033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1175032.750000 Penalty: 4592.717285
	Iteration 39Q: 3 clusters Score -1175033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1175033.875000 Penalty: 4592.717285
	Iteration 40F: 3 clusters Score -1175034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1175035.750000 Penalty: 4592.717285
	Iteration 41Q: 3 clusters Score -1175036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1175035.500000 Penalty: 4592.717285
	Iteration 42Q: 3 clusters Score -1175036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1175035.875000 Penalty: 4592.717285
	Iteration 43Q: 3 clusters Score -1175036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1175035.875000 Penalty: 4592.717285
	Iteration 44F: 3 clusters Score -1175036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Entering Unmasked Estep 
Score: -1374405.125000 Penalty: 2336.710938
	Iteration 0F: 2 clusters Score -1374405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1365319.375000 Penalty: 4673.421875
	Iteration 0F: 3 clusters Score -1365319 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1368285.000000 Penalty: 4673.421875
	Iteration 1F: 3 clusters Score -1368285 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1368726.250000 Penalty: 4673.421875
	Iteration 2F: 3 clusters Score -1368726 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1369155.875000 Penalty: 4673.421875
	Iteration 3F: 3 clusters Score -1369156 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1369595.500000 Penalty: 4673.421875
	Iteration 4F: 3 clusters Score -1369596 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1370022.750000 Penalty: 4673.421875
	Iteration 5F: 3 clusters Score -1370023 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1370387.375000 Penalty: 4673.421875
	Iteration 6F: 3 clusters Score -1370387 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1370668.750000 Penalty: 4673.421875
	Iteration 7Q: 3 clusters Score -1370669 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1370857.875000 Penalty: 4673.421875
	Iteration 8Q: 3 clusters Score -1370858 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1371019.750000 Penalty: 4673.421875
	Iteration 9Q: 3 clusters Score -1371020 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1371147.625000 Penalty: 4673.421875
	Iteration 10Q: 3 clusters Score -1371148 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1371239.750000 Penalty: 4673.421875
	Iteration 11Q: 3 clusters Score -1371240 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1371321.750000 Penalty: 4673.421875
	Iteration 12Q: 3 clusters Score -1371322 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1371394.250000 Penalty: 4673.421875
	Iteration 13Q: 3 clusters Score -1371394 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1371458.375000 Penalty: 4673.421875
	Iteration 14Q: 3 clusters Score -1371458 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1371512.250000 Penalty: 4673.421875
	Iteration 15Q: 3 clusters Score -1371512 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1371557.500000 Penalty: 4673.421875
	Iteration 16Q: 3 clusters Score -1371558 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1371600.625000 Penalty: 4673.421875
	Iteration 17Q: 3 clusters Score -1371601 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1371651.250000 Penalty: 4673.421875
	Iteration 18Q: 3 clusters Score -1371651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1371688.625000 Penalty: 4673.421875
	Iteration 19Q: 3 clusters Score -1371689 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1371746.750000 Penalty: 4673.421875
	Iteration 20F: 3 clusters Score -1371747 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1371806.250000 Penalty: 4673.421875
	Iteration 21Q: 3 clusters Score -1371806 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1371874.250000 Penalty: 4673.421875
	Iteration 22Q: 3 clusters Score -1371874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1371933.375000 Penalty: 4673.421875
	Iteration 23Q: 3 clusters Score -1371933 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1371989.250000 Penalty: 4673.421875
	Iteration 24Q: 3 clusters Score -1371989 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1372047.500000 Penalty: 4673.421875
	Iteration 25Q: 3 clusters Score -1372048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1372107.625000 Penalty: 4673.421875
	Iteration 26Q: 3 clusters Score -1372108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1372178.250000 Penalty: 4673.421875
	Iteration 27Q: 3 clusters Score -1372178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1372247.125000 Penalty: 4673.421875
	Iteration 28Q: 3 clusters Score -1372247 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1372317.125000 Penalty: 4673.421875
	Iteration 29Q: 3 clusters Score -1372317 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1372377.250000 Penalty: 4673.421875
	Iteration 30Q: 3 clusters Score -1372377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1372449.125000 Penalty: 4673.421875
	Iteration 31Q: 3 clusters Score -1372449 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1372500.750000 Penalty: 4673.421875
	Iteration 32Q: 3 clusters Score -1372501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1372544.000000 Penalty: 4673.421875
	Iteration 33Q: 3 clusters Score -1372544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1372573.000000 Penalty: 4673.421875
	Iteration 34Q: 3 clusters Score -1372573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1372601.000000 Penalty: 4673.421875
	Iteration 35Q: 3 clusters Score -1372601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1372627.625000 Penalty: 4673.421875
	Iteration 36Q: 3 clusters Score -1372628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1372667.250000 Penalty: 4673.421875
	Iteration 37Q: 3 clusters Score -1372667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1372701.500000 Penalty: 4673.421875
	Iteration 38Q: 3 clusters Score -1372702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1372723.625000 Penalty: 4673.421875
	Iteration 39Q: 3 clusters Score -1372724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1372733.750000 Penalty: 4673.421875
	Iteration 40F: 3 clusters Score -1372734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1372745.875000 Penalty: 4673.421875
	Iteration 41Q: 3 clusters Score -1372746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1372752.250000 Penalty: 4673.421875
	Iteration 42Q: 3 clusters Score -1372752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1372758.250000 Penalty: 4673.421875
	Iteration 43Q: 3 clusters Score -1372758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1372761.250000 Penalty: 4673.421875
	Iteration 44Q: 3 clusters Score -1372761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1372767.375000 Penalty: 4673.421875
	Iteration 45Q: 3 clusters Score -1372767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1372773.000000 Penalty: 4673.421875
	Iteration 46Q: 3 clusters Score -1372773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1372775.750000 Penalty: 4673.421875
	Iteration 47Q: 3 clusters Score -1372776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1372782.000000 Penalty: 4673.421875
	Iteration 48Q: 3 clusters Score -1372782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1372788.750000 Penalty: 4673.421875
	Iteration 49Q: 3 clusters Score -1372789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1372791.750000 Penalty: 4673.421875
	Iteration 50Q: 3 clusters Score -1372792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1372794.875000 Penalty: 4673.421875
	Iteration 51Q: 3 clusters Score -1372795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1372796.500000 Penalty: 4673.421875
	Iteration 52Q: 3 clusters Score -1372796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1372796.500000 Penalty: 4673.421875
	Iteration 53F: 3 clusters Score -1372796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Entering Unmasked Estep 
Score: -1676101.125000 Penalty: 2369.726074
	Iteration 0F: 2 clusters Score -1676101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1665784.375000 Penalty: 4739.452148
	Iteration 0F: 3 clusters Score -1665784 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1669112.125000 Penalty: 4739.452148
	Iteration 1F: 3 clusters Score -1669112 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1669488.250000 Penalty: 4739.452148
	Iteration 2F: 3 clusters Score -1669488 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1669834.125000 Penalty: 4739.452148
	Iteration 3F: 3 clusters Score -1669834 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1670224.000000 Penalty: 4739.452148
	Iteration 4F: 3 clusters Score -1670224 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1670673.375000 Penalty: 4739.452148
	Iteration 5F: 3 clusters Score -1670673 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1671213.500000 Penalty: 4739.452148
	Iteration 6F: 3 clusters Score -1671214 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1671693.875000 Penalty: 4739.452148
	Iteration 7F: 3 clusters Score -1671694 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1672132.500000 Penalty: 4739.452148
	Iteration 8F: 3 clusters Score -1672132 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1672523.750000 Penalty: 4739.452148
	Iteration 9Q: 3 clusters Score -1672524 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1672839.125000 Penalty: 4739.452148
	Iteration 10Q: 3 clusters Score -1672839 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1673071.125000 Penalty: 4739.452148
	Iteration 11Q: 3 clusters Score -1673071 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1673274.875000 Penalty: 4739.452148
	Iteration 12Q: 3 clusters Score -1673275 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1673427.625000 Penalty: 4739.452148
	Iteration 13Q: 3 clusters Score -1673428 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1673557.625000 Penalty: 4739.452148
	Iteration 14Q: 3 clusters Score -1673558 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1673662.875000 Penalty: 4739.452148
	Iteration 15Q: 3 clusters Score -1673663 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1673778.125000 Penalty: 4739.452148
	Iteration 16Q: 3 clusters Score -1673778 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1673875.500000 Penalty: 4739.452148
	Iteration 17Q: 3 clusters Score -1673876 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1673970.875000 Penalty: 4739.452148
	Iteration 18Q: 3 clusters Score -1673971 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1674052.500000 Penalty: 4739.452148
	Iteration 19Q: 3 clusters Score -1674052 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1674106.625000 Penalty: 4739.452148
	Iteration 20F: 3 clusters Score -1674107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1674148.875000 Penalty: 4739.452148
	Iteration 21Q: 3 clusters Score -1674149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1674182.625000 Penalty: 4739.452148
	Iteration 22Q: 3 clusters Score -1674183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1674196.750000 Penalty: 4739.452148
	Iteration 23Q: 3 clusters Score -1674197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1674221.000000 Penalty: 4739.452148
	Iteration 24Q: 3 clusters Score -1674221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1674240.625000 Penalty: 4739.452148
	Iteration 25Q: 3 clusters Score -1674241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1674257.250000 Penalty: 4739.452148
	Iteration 26Q: 3 clusters Score -1674257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1674273.000000 Penalty: 4739.452148
	Iteration 27Q: 3 clusters Score -1674273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1674291.125000 Penalty: 4739.452148
	Iteration 28Q: 3 clusters Score -1674291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1674297.500000 Penalty: 4739.452148
	Iteration 29Q: 3 clusters Score -1674298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1674308.625000 Penalty: 4739.452148
	Iteration 30Q: 3 clusters Score -1674309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1674312.125000 Penalty: 4739.452148
	Iteration 31Q: 3 clusters Score -1674312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1674315.375000 Penalty: 4739.452148
	Iteration 32Q: 3 clusters Score -1674315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1674319.500000 Penalty: 4739.452148
	Iteration 33Q: 3 clusters Score -1674320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1674322.125000 Penalty: 4739.452148
	Iteration 34Q: 3 clusters Score -1674322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1674325.375000 Penalty: 4739.452148
	Iteration 35Q: 3 clusters Score -1674325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1674326.000000 Penalty: 4739.452148
	Iteration 36Q: 3 clusters Score -1674326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1674329.625000 Penalty: 4739.452148
	Iteration 37Q: 3 clusters Score -1674330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1674334.250000 Penalty: 4739.452148
	Iteration 38Q: 3 clusters Score -1674334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1674334.375000 Penalty: 4739.452148
	Iteration 39Q: 3 clusters Score -1674334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1674334.875000 Penalty: 4739.452148
	Iteration 40F: 3 clusters Score -1674335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1674333.125000 Penalty: 4739.452148
	Iteration 41Q: 3 clusters Score -1674333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1674333.125000 Penalty: 4739.452148
	Iteration 42F: 3 clusters Score -1674333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Entering Unmasked Estep 
Score: -1211746.375000 Penalty: 2311.049072
	Iteration 0F: 2 clusters Score -1211746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1203403.375000 Penalty: 4622.098145
	Iteration 0F: 3 clusters Score -1203403 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1205875.375000 Penalty: 4622.098145
	Iteration 1F: 3 clusters Score -1205875 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1206173.250000 Penalty: 4622.098145
	Iteration 2F: 3 clusters Score -1206173 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1206402.125000 Penalty: 4622.098145
	Iteration 3Q: 3 clusters Score -1206402 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1206595.750000 Penalty: 4622.098145
	Iteration 4Q: 3 clusters Score -1206596 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1206740.875000 Penalty: 4622.098145
	Iteration 5Q: 3 clusters Score -1206741 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1206869.750000 Penalty: 4622.098145
	Iteration 6Q: 3 clusters Score -1206870 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1206988.750000 Penalty: 4622.098145
	Iteration 7Q: 3 clusters Score -1206989 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1207098.750000 Penalty: 4622.098145
	Iteration 8Q: 3 clusters Score -1207099 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1207214.750000 Penalty: 4622.098145
	Iteration 9Q: 3 clusters Score -1207215 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1207330.750000 Penalty: 4622.098145
	Iteration 10Q: 3 clusters Score -1207331 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1207439.375000 Penalty: 4622.098145
	Iteration 11Q: 3 clusters Score -1207439 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1207561.375000 Penalty: 4622.098145
	Iteration 12Q: 3 clusters Score -1207561 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1207701.125000 Penalty: 4622.098145
	Iteration 13Q: 3 clusters Score -1207701 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1207877.875000 Penalty: 4622.098145
	Iteration 14Q: 3 clusters Score -1207878 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1208091.125000 Penalty: 4622.098145
	Iteration 15Q: 3 clusters Score -1208091 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1208343.250000 Penalty: 4622.098145
	Iteration 16Q: 3 clusters Score -1208343 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1208605.875000 Penalty: 4622.098145
	Iteration 17Q: 3 clusters Score -1208606 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1208873.625000 Penalty: 4622.098145
	Iteration 18Q: 3 clusters Score -1208874 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1209112.000000 Penalty: 4622.098145
	Iteration 19Q: 3 clusters Score -1209112 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1209343.875000 Penalty: 4622.098145
	Iteration 20F: 3 clusters Score -1209344 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1209570.250000 Penalty: 4622.098145
	Iteration 21Q: 3 clusters Score -1209570 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1209790.000000 Penalty: 4622.098145
	Iteration 22Q: 3 clusters Score -1209790 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1210022.375000 Penalty: 4622.098145
	Iteration 23Q: 3 clusters Score -1210022 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1210236.125000 Penalty: 4622.098145
	Iteration 24Q: 3 clusters Score -1210236 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1210379.375000 Penalty: 4622.098145
	Iteration 25Q: 3 clusters Score -1210379 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1210461.375000 Penalty: 4622.098145
	Iteration 26Q: 3 clusters Score -1210461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1210505.875000 Penalty: 4622.098145
	Iteration 27Q: 3 clusters Score -1210506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1210529.250000 Penalty: 4622.098145
	Iteration 28Q: 3 clusters Score -1210529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1210542.500000 Penalty: 4622.098145
	Iteration 29Q: 3 clusters Score -1210542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1210550.875000 Penalty: 4622.098145
	Iteration 30Q: 3 clusters Score -1210551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1210564.000000 Penalty: 4622.098145
	Iteration 31Q: 3 clusters Score -1210564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1210573.875000 Penalty: 4622.098145
	Iteration 32Q: 3 clusters Score -1210574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1210584.125000 Penalty: 4622.098145
	Iteration 33Q: 3 clusters Score -1210584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1210586.750000 Penalty: 4622.098145
	Iteration 34Q: 3 clusters Score -1210587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1210592.875000 Penalty: 4622.098145
	Iteration 35Q: 3 clusters Score -1210593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1210601.250000 Penalty: 4622.098145
	Iteration 36Q: 3 clusters Score -1210601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1210599.875000 Penalty: 4622.098145
	Iteration 37Q: 3 clusters Score -1210600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1210601.000000 Penalty: 4622.098145
	Iteration 38Q: 3 clusters Score -1210601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1210602.500000 Penalty: 4622.098145
	Iteration 39Q: 3 clusters Score -1210602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1210603.750000 Penalty: 4622.098145
	Iteration 40F: 3 clusters Score -1210604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1210604.500000 Penalty: 4622.098145
	Iteration 41Q: 3 clusters Score -1210604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1210602.000000 Penalty: 4622.098145
	Iteration 42Q: 3 clusters Score -1210602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1210602.000000 Penalty: 4622.098145
	Iteration 43F: 3 clusters Score -1210602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120267 members 
Entering Unmasked Estep 
Score: -13760623.000000 Penalty: 2900.972412
	Iteration 0F: 2 clusters Score -1.376062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -13680178.000000 Penalty: 5801.944824
	Iteration 0F: 3 clusters Score -1.368018e+07 nChanged 57404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61778 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -13713076.000000 Penalty: 5801.944824
	Iteration 1F: 3 clusters Score -1.371308e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -13713962.000000 Penalty: 5801.944824
	Iteration 2Q: 3 clusters Score -1.371396e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -13714920.000000 Penalty: 5801.944824
	Iteration 3Q: 3 clusters Score -1.371492e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -13716119.000000 Penalty: 5801.944824
	Iteration 4Q: 3 clusters Score -1.371612e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -13717846.000000 Penalty: 5801.944824
	Iteration 5Q: 3 clusters Score -1.371785e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -13720861.000000 Penalty: 5801.944824
	Iteration 6Q: 3 clusters Score -1.372086e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -13725699.000000 Penalty: 5801.944824
	Iteration 7F: 3 clusters Score -1.37257e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92909 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -13732892.000000 Penalty: 5801.944824
	Iteration 8F: 3 clusters Score -1.373289e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102716 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -13741741.000000 Penalty: 5801.944824
	Iteration 9F: 3 clusters Score -1.374174e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111092 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -13749883.000000 Penalty: 5801.944824
	Iteration 10F: 3 clusters Score -1.374988e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116414 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -13754872.000000 Penalty: 5801.944824
	Iteration 11Q: 3 clusters Score -1.375487e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13756869.000000 Penalty: 5801.944824
	Iteration 12Q: 3 clusters Score -1.375687e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119546 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13757542.000000 Penalty: 5801.944824
	Iteration 13Q: 3 clusters Score -1.375754e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119825 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -13757832.000000 Penalty: 5801.944824
	Iteration 14Q: 3 clusters Score -1.375783e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13757944.000000 Penalty: 5801.944824
	Iteration 15Q: 3 clusters Score -1.375794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119963 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -13758002.000000 Penalty: 5801.944824
	Iteration 16Q: 3 clusters Score -1.3758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119978 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13758032.000000 Penalty: 5801.944824
	Iteration 17Q: 3 clusters Score -1.375803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13758035.000000 Penalty: 5801.944824
	Iteration 18Q: 3 clusters Score -1.375804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13758028.000000 Penalty: 5801.944824
	Iteration 19Q: 3 clusters Score -1.375803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13758041.000000 Penalty: 5801.944824
	Iteration 20F: 3 clusters Score -1.375804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13758032.000000 Penalty: 5801.944824
	Iteration 21Q: 3 clusters Score -1.375803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119985 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -13758032.000000 Penalty: 5801.944824
	Iteration 22F: 3 clusters Score -1.375803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Entering Unmasked Estep 
Score: -6949111.500000 Penalty: 2728.007812
	Iteration 0F: 2 clusters Score -6949112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -6908776.000000 Penalty: 5456.015625
	Iteration 0F: 3 clusters Score -6908776 nChanged 27965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -6924301.000000 Penalty: 5456.015625
	Iteration 1F: 3 clusters Score -6924301 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6925032.000000 Penalty: 5456.015625
	Iteration 2Q: 3 clusters Score -6925032 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -6925901.500000 Penalty: 5456.015625
	Iteration 3Q: 3 clusters Score -6925902 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -6927406.500000 Penalty: 5456.015625
	Iteration 4F: 3 clusters Score -6927406 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -6930090.000000 Penalty: 5456.015625
	Iteration 5F: 3 clusters Score -6930090 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -6934234.500000 Penalty: 5456.015625
	Iteration 6F: 3 clusters Score -6934234 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6939080.500000 Penalty: 5456.015625
	Iteration 7F: 3 clusters Score -6939080 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -6942705.500000 Penalty: 5456.015625
	Iteration 8F: 3 clusters Score -6942706 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -6944887.500000 Penalty: 5456.015625
	Iteration 9Q: 3 clusters Score -6944888 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -6945835.000000 Penalty: 5456.015625
	Iteration 10Q: 3 clusters Score -6945835 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -6946252.500000 Penalty: 5456.015625
	Iteration 11Q: 3 clusters Score -6946252 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -6946475.000000 Penalty: 5456.015625
	Iteration 12Q: 3 clusters Score -6946475 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -6946618.000000 Penalty: 5456.015625
	Iteration 13Q: 3 clusters Score -6946618 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -6946708.500000 Penalty: 5456.015625
	Iteration 14Q: 3 clusters Score -6946708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -6946766.500000 Penalty: 5456.015625
	Iteration 15Q: 3 clusters Score -6946766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -6946807.000000 Penalty: 5456.015625
	Iteration 16Q: 3 clusters Score -6946807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -6946822.500000 Penalty: 5456.015625
	Iteration 17Q: 3 clusters Score -6946822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -6946854.000000 Penalty: 5456.015625
	Iteration 18Q: 3 clusters Score -6946854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -6946872.500000 Penalty: 5456.015625
	Iteration 19Q: 3 clusters Score -6946872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -6946893.000000 Penalty: 5456.015625
	Iteration 20F: 3 clusters Score -6946893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -6946896.500000 Penalty: 5456.015625
	Iteration 21Q: 3 clusters Score -6946896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -6946899.500000 Penalty: 5456.015625
	Iteration 22Q: 3 clusters Score -6946900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -6946897.500000 Penalty: 5456.015625
	Iteration 23Q: 3 clusters Score -6946898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -6946895.500000 Penalty: 5456.015625
	Iteration 24Q: 3 clusters Score -6946896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -6946904.000000 Penalty: 5456.015625
	Iteration 25Q: 3 clusters Score -6946904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -6946909.000000 Penalty: 5456.015625
	Iteration 26Q: 3 clusters Score -6946909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -6946911.000000 Penalty: 5456.015625
	Iteration 27Q: 3 clusters Score -6946911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -6946914.000000 Penalty: 5456.015625
	Iteration 28Q: 3 clusters Score -6946914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -6946916.500000 Penalty: 5456.015625
	Iteration 29Q: 3 clusters Score -6946916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -6946913.500000 Penalty: 5456.015625
	Iteration 30Q: 3 clusters Score -6946914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -6946920.000000 Penalty: 5456.015625
	Iteration 31Q: 3 clusters Score -6946920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -6946925.500000 Penalty: 5456.015625
	Iteration 32Q: 3 clusters Score -6946926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -6946918.500000 Penalty: 5456.015625
	Iteration 33Q: 3 clusters Score -6946918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -6946926.000000 Penalty: 5456.015625
	Iteration 34Q: 3 clusters Score -6946926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -6946929.000000 Penalty: 5456.015625
	Iteration 35Q: 3 clusters Score -6946929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -6946932.500000 Penalty: 5456.015625
	Iteration 36Q: 3 clusters Score -6946932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -6946936.000000 Penalty: 5456.015625
	Iteration 37Q: 3 clusters Score -6946936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -6946933.500000 Penalty: 5456.015625
	Iteration 38Q: 3 clusters Score -6946934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -6946932.000000 Penalty: 5456.015625
	Iteration 39Q: 3 clusters Score -6946932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -6946932.000000 Penalty: 5456.015625
	Iteration 40F: 3 clusters Score -6946932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Entering Unmasked Estep 
Score: -6965468.000000 Penalty: 2727.531006
	Iteration 0F: 2 clusters Score -6965468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -6925262.500000 Penalty: 5455.062012
	Iteration 0F: 3 clusters Score -6925262 nChanged 27738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6940671.500000 Penalty: 5455.062012
	Iteration 1F: 3 clusters Score -6940672 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -6941249.500000 Penalty: 5455.062012
	Iteration 2Q: 3 clusters Score -6941250 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -6941847.000000 Penalty: 5455.062012
	Iteration 3Q: 3 clusters Score -6941847 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -6942478.000000 Penalty: 5455.062012
	Iteration 4Q: 3 clusters Score -6942478 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6943071.000000 Penalty: 5455.062012
	Iteration 5Q: 3 clusters Score -6943071 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6943887.500000 Penalty: 5455.062012
	Iteration 6Q: 3 clusters Score -6943888 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6944962.000000 Penalty: 5455.062012
	Iteration 7Q: 3 clusters Score -6944962 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -6946498.000000 Penalty: 5455.062012
	Iteration 8F: 3 clusters Score -6946498 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -6948664.500000 Penalty: 5455.062012
	Iteration 9F: 3 clusters Score -6948664 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -6951232.500000 Penalty: 5455.062012
	Iteration 10F: 3 clusters Score -6951232 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -6953829.000000 Penalty: 5455.062012
	Iteration 11F: 3 clusters Score -6953829 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -6955935.000000 Penalty: 5455.062012
	Iteration 12Q: 3 clusters Score -6955935 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -6957372.500000 Penalty: 5455.062012
	Iteration 13Q: 3 clusters Score -6957372 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -6958243.000000 Penalty: 5455.062012
	Iteration 14Q: 3 clusters Score -6958243 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -6958867.500000 Penalty: 5455.062012
	Iteration 15Q: 3 clusters Score -6958868 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -6959417.500000 Penalty: 5455.062012
	Iteration 16Q: 3 clusters Score -6959418 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -6959912.000000 Penalty: 5455.062012
	Iteration 17Q: 3 clusters Score -6959912 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -6960312.500000 Penalty: 5455.062012
	Iteration 18Q: 3 clusters Score -6960312 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -6960620.500000 Penalty: 5455.062012
	Iteration 19Q: 3 clusters Score -6960620 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -6960968.500000 Penalty: 5455.062012
	Iteration 20F: 3 clusters Score -6960968 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6961259.500000 Penalty: 5455.062012
	Iteration 21Q: 3 clusters Score -6961260 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -6961508.000000 Penalty: 5455.062012
	Iteration 22Q: 3 clusters Score -6961508 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6961758.500000 Penalty: 5455.062012
	Iteration 23Q: 3 clusters Score -6961758 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6961963.000000 Penalty: 5455.062012
	Iteration 24Q: 3 clusters Score -6961963 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6962178.500000 Penalty: 5455.062012
	Iteration 25Q: 3 clusters Score -6962178 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6962360.500000 Penalty: 5455.062012
	Iteration 26Q: 3 clusters Score -6962360 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6962499.500000 Penalty: 5455.062012
	Iteration 27Q: 3 clusters Score -6962500 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6962633.500000 Penalty: 5455.062012
	Iteration 28Q: 3 clusters Score -6962634 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6962715.000000 Penalty: 5455.062012
	Iteration 29Q: 3 clusters Score -6962715 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6962775.000000 Penalty: 5455.062012
	Iteration 30Q: 3 clusters Score -6962775 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6962822.500000 Penalty: 5455.062012
	Iteration 31Q: 3 clusters Score -6962822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6962883.000000 Penalty: 5455.062012
	Iteration 32Q: 3 clusters Score -6962883 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6962927.000000 Penalty: 5455.062012
	Iteration 33Q: 3 clusters Score -6962927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6962957.000000 Penalty: 5455.062012
	Iteration 34Q: 3 clusters Score -6962957 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6962980.500000 Penalty: 5455.062012
	Iteration 35Q: 3 clusters Score -6962980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6963003.500000 Penalty: 5455.062012
	Iteration 36Q: 3 clusters Score -6963004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6963012.500000 Penalty: 5455.062012
	Iteration 37Q: 3 clusters Score -6963012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6963016.500000 Penalty: 5455.062012
	Iteration 38Q: 3 clusters Score -6963016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6963032.000000 Penalty: 5455.062012
	Iteration 39Q: 3 clusters Score -6963032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59016 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6963047.000000 Penalty: 5455.062012
	Iteration 40F: 3 clusters Score -6963047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6963053.500000 Penalty: 5455.062012
	Iteration 41Q: 3 clusters Score -6963054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6963072.500000 Penalty: 5455.062012
	Iteration 42Q: 3 clusters Score -6963072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6963077.500000 Penalty: 5455.062012
	Iteration 43Q: 3 clusters Score -6963078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6963095.500000 Penalty: 5455.062012
	Iteration 44Q: 3 clusters Score -6963096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6963107.000000 Penalty: 5455.062012
	Iteration 45Q: 3 clusters Score -6963107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6963109.000000 Penalty: 5455.062012
	Iteration 46Q: 3 clusters Score -6963109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6963117.500000 Penalty: 5455.062012
	Iteration 47Q: 3 clusters Score -6963118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6963116.500000 Penalty: 5455.062012
	Iteration 48Q: 3 clusters Score -6963116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6963126.500000 Penalty: 5455.062012
	Iteration 49Q: 3 clusters Score -6963126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6963128.500000 Penalty: 5455.062012
	Iteration 50Q: 3 clusters Score -6963128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6963143.000000 Penalty: 5455.062012
	Iteration 51Q: 3 clusters Score -6963143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6963151.500000 Penalty: 5455.062012
	Iteration 52Q: 3 clusters Score -6963152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6963155.000000 Penalty: 5455.062012
	Iteration 53Q: 3 clusters Score -6963155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6963154.000000 Penalty: 5455.062012
	Iteration 54Q: 3 clusters Score -6963154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6963156.500000 Penalty: 5455.062012
	Iteration 55Q: 3 clusters Score -6963156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6963161.000000 Penalty: 5455.062012
	Iteration 56Q: 3 clusters Score -6963161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6963156.000000 Penalty: 5455.062012
	Iteration 57Q: 3 clusters Score -6963156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6963156.000000 Penalty: 5455.062012
	Iteration 58Q: 3 clusters Score -6963156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6963167.000000 Penalty: 5455.062012
	Iteration 59Q: 3 clusters Score -6963167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59205 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6963160.000000 Penalty: 5455.062012
	Iteration 60F: 3 clusters Score -6963160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6963174.000000 Penalty: 5455.062012
	Iteration 61Q: 3 clusters Score -6963174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6963178.000000 Penalty: 5455.062012
	Iteration 62Q: 3 clusters Score -6963178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6963186.500000 Penalty: 5455.062012
	Iteration 63Q: 3 clusters Score -6963186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6963185.000000 Penalty: 5455.062012
	Iteration 64Q: 3 clusters Score -6963185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6963184.000000 Penalty: 5455.062012
	Iteration 65Q: 3 clusters Score -6963184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6963186.500000 Penalty: 5455.062012
	Iteration 66Q: 3 clusters Score -6963186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6963186.500000 Penalty: 5455.062012
	Iteration 67F: 3 clusters Score -6963186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Entering Unmasked Estep 
Score: -675094.375000 Penalty: 2163.038330
	Iteration 0F: 2 clusters Score -675094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -669947.000000 Penalty: 4326.076660
	Iteration 0F: 3 clusters Score -669947 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -671555.562500 Penalty: 4326.076660
	Iteration 1F: 3 clusters Score -671555.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -672077.187500 Penalty: 4326.076660
	Iteration 2F: 3 clusters Score -672077.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -672469.312500 Penalty: 4326.076660
	Iteration 3F: 3 clusters Score -672469.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -672788.562500 Penalty: 4326.076660
	Iteration 4F: 3 clusters Score -672788.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -673118.937500 Penalty: 4326.076660
	Iteration 5F: 3 clusters Score -673118.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -673450.500000 Penalty: 4326.076660
	Iteration 6F: 3 clusters Score -673450.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -673708.625000 Penalty: 4326.076660
	Iteration 7Q: 3 clusters Score -673708.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -673867.812500 Penalty: 4326.076660
	Iteration 8Q: 3 clusters Score -673867.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -673972.000000 Penalty: 4326.076660
	Iteration 9Q: 3 clusters Score -673972 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -674041.625000 Penalty: 4326.076660
	Iteration 10Q: 3 clusters Score -674041.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -674105.062500 Penalty: 4326.076660
	Iteration 11Q: 3 clusters Score -674105.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -674187.562500 Penalty: 4326.076660
	Iteration 12Q: 3 clusters Score -674187.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -674267.562500 Penalty: 4326.076660
	Iteration 13Q: 3 clusters Score -674267.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -674336.625000 Penalty: 4326.076660
	Iteration 14Q: 3 clusters Score -674336.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -674427.250000 Penalty: 4326.076660
	Iteration 15Q: 3 clusters Score -674427.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -674539.812500 Penalty: 4326.076660
	Iteration 16Q: 3 clusters Score -674539.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -674621.250000 Penalty: 4326.076660
	Iteration 17Q: 3 clusters Score -674621.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -674669.250000 Penalty: 4326.076660
	Iteration 18Q: 3 clusters Score -674669.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -674702.375000 Penalty: 4326.076660
	Iteration 19Q: 3 clusters Score -674702.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -674721.937500 Penalty: 4326.076660
	Iteration 20F: 3 clusters Score -674721.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -674730.687500 Penalty: 4326.076660
	Iteration 21Q: 3 clusters Score -674730.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -674735.187500 Penalty: 4326.076660
	Iteration 22Q: 3 clusters Score -674735.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -674737.375000 Penalty: 4326.076660
	Iteration 23Q: 3 clusters Score -674737.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -674738.812500 Penalty: 4326.076660
	Iteration 24Q: 3 clusters Score -674738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -674739.937500 Penalty: 4326.076660
	Iteration 25Q: 3 clusters Score -674739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -674740.375000 Penalty: 4326.076660
	Iteration 26Q: 3 clusters Score -674740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -674740.812500 Penalty: 4326.076660
	Iteration 27Q: 3 clusters Score -674740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -674740.875000 Penalty: 4326.076660
	Iteration 28Q: 3 clusters Score -674740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -674740.125000 Penalty: 4326.076660
	Iteration 29Q: 3 clusters Score -674740.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -674740.125000 Penalty: 4326.076660
	Iteration 30F: 3 clusters Score -674740.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Entering Unmasked Estep 
Score: -705724.687500 Penalty: 2179.986572
	Iteration 0F: 2 clusters Score -705724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -700258.625000 Penalty: 4359.973145
	Iteration 0F: 3 clusters Score -700258.6 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -701779.250000 Penalty: 4359.973145
	Iteration 1F: 3 clusters Score -701779.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -702090.812500 Penalty: 4359.973145
	Iteration 2F: 3 clusters Score -702090.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -702383.125000 Penalty: 4359.973145
	Iteration 3F: 3 clusters Score -702383.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -702662.437500 Penalty: 4359.973145
	Iteration 4F: 3 clusters Score -702662.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -702992.625000 Penalty: 4359.973145
	Iteration 5F: 3 clusters Score -702992.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -703261.750000 Penalty: 4359.973145
	Iteration 6F: 3 clusters Score -703261.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -703474.000000 Penalty: 4359.973145
	Iteration 7Q: 3 clusters Score -703474 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -703681.250000 Penalty: 4359.973145
	Iteration 8Q: 3 clusters Score -703681.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -703881.875000 Penalty: 4359.973145
	Iteration 9Q: 3 clusters Score -703881.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -704113.750000 Penalty: 4359.973145
	Iteration 10Q: 3 clusters Score -704113.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -704349.187500 Penalty: 4359.973145
	Iteration 11Q: 3 clusters Score -704349.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -704538.125000 Penalty: 4359.973145
	Iteration 12Q: 3 clusters Score -704538.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -704695.937500 Penalty: 4359.973145
	Iteration 13Q: 3 clusters Score -704695.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -704792.500000 Penalty: 4359.973145
	Iteration 14Q: 3 clusters Score -704792.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -704845.312500 Penalty: 4359.973145
	Iteration 15Q: 3 clusters Score -704845.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -704886.187500 Penalty: 4359.973145
	Iteration 16Q: 3 clusters Score -704886.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -704921.500000 Penalty: 4359.973145
	Iteration 17Q: 3 clusters Score -704921.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -704954.437500 Penalty: 4359.973145
	Iteration 18Q: 3 clusters Score -704954.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -704974.250000 Penalty: 4359.973145
	Iteration 19Q: 3 clusters Score -704974.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -704993.937500 Penalty: 4359.973145
	Iteration 20F: 3 clusters Score -704993.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -705008.562500 Penalty: 4359.973145
	Iteration 21Q: 3 clusters Score -705008.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -705019.062500 Penalty: 4359.973145
	Iteration 22Q: 3 clusters Score -705019.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -705026.437500 Penalty: 4359.973145
	Iteration 23Q: 3 clusters Score -705026.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -705030.125000 Penalty: 4359.973145
	Iteration 24Q: 3 clusters Score -705030.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -705036.125000 Penalty: 4359.973145
	Iteration 25Q: 3 clusters Score -705036.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -705041.312500 Penalty: 4359.973145
	Iteration 26Q: 3 clusters Score -705041.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -705046.562500 Penalty: 4359.973145
	Iteration 27Q: 3 clusters Score -705046.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -705051.500000 Penalty: 4359.973145
	Iteration 28Q: 3 clusters Score -705051.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -705054.750000 Penalty: 4359.973145
	Iteration 29Q: 3 clusters Score -705054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -705055.562500 Penalty: 4359.973145
	Iteration 30Q: 3 clusters Score -705055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -705057.125000 Penalty: 4359.973145
	Iteration 31Q: 3 clusters Score -705057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -705058.625000 Penalty: 4359.973145
	Iteration 32Q: 3 clusters Score -705058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -705060.375000 Penalty: 4359.973145
	Iteration 33Q: 3 clusters Score -705060.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -705060.937500 Penalty: 4359.973145
	Iteration 34Q: 3 clusters Score -705060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -705059.812500 Penalty: 4359.973145
	Iteration 35Q: 3 clusters Score -705059.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -705059.812500 Penalty: 4359.973145
	Iteration 36F: 3 clusters Score -705059.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Entering Unmasked Estep 
Score: -1359177.500000 Penalty: 2326.804199
	Iteration 0F: 2 clusters Score -1359178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1350283.750000 Penalty: 4653.608398
	Iteration 0F: 3 clusters Score -1350284 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1353205.000000 Penalty: 4653.608398
	Iteration 1F: 3 clusters Score -1353205 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1353978.625000 Penalty: 4653.608398
	Iteration 2F: 3 clusters Score -1353979 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1354813.125000 Penalty: 4653.608398
	Iteration 3F: 3 clusters Score -1354813 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1355630.250000 Penalty: 4653.608398
	Iteration 4F: 3 clusters Score -1355630 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1356299.625000 Penalty: 4653.608398
	Iteration 5F: 3 clusters Score -1356300 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1356861.125000 Penalty: 4653.608398
	Iteration 6F: 3 clusters Score -1356861 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1357264.625000 Penalty: 4653.608398
	Iteration 7Q: 3 clusters Score -1357265 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1357508.125000 Penalty: 4653.608398
	Iteration 8Q: 3 clusters Score -1357508 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1357615.875000 Penalty: 4653.608398
	Iteration 9Q: 3 clusters Score -1357616 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1357693.125000 Penalty: 4653.608398
	Iteration 10Q: 3 clusters Score -1357693 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1357752.625000 Penalty: 4653.608398
	Iteration 11Q: 3 clusters Score -1357753 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1357823.750000 Penalty: 4653.608398
	Iteration 12Q: 3 clusters Score -1357824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1357880.125000 Penalty: 4653.608398
	Iteration 13Q: 3 clusters Score -1357880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1357941.625000 Penalty: 4653.608398
	Iteration 14Q: 3 clusters Score -1357942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1357993.125000 Penalty: 4653.608398
	Iteration 15Q: 3 clusters Score -1357993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1358029.750000 Penalty: 4653.608398
	Iteration 16Q: 3 clusters Score -1358030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1358056.125000 Penalty: 4653.608398
	Iteration 17Q: 3 clusters Score -1358056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1358079.750000 Penalty: 4653.608398
	Iteration 18Q: 3 clusters Score -1358080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1358094.875000 Penalty: 4653.608398
	Iteration 19Q: 3 clusters Score -1358095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1358099.375000 Penalty: 4653.608398
	Iteration 20F: 3 clusters Score -1358099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1358101.625000 Penalty: 4653.608398
	Iteration 21Q: 3 clusters Score -1358102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1358105.625000 Penalty: 4653.608398
	Iteration 22Q: 3 clusters Score -1358106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1358105.875000 Penalty: 4653.608398
	Iteration 23Q: 3 clusters Score -1358106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1358108.625000 Penalty: 4653.608398
	Iteration 24Q: 3 clusters Score -1358109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1358109.000000 Penalty: 4653.608398
	Iteration 25Q: 3 clusters Score -1358109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1358109.125000 Penalty: 4653.608398
	Iteration 26Q: 3 clusters Score -1358109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1358107.250000 Penalty: 4653.608398
	Iteration 27Q: 3 clusters Score -1358107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1358107.250000 Penalty: 4653.608398
	Iteration 28F: 3 clusters Score -1358107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Entering Unmasked Estep 
Score: -3179211.000000 Penalty: 2528.406250
	Iteration 0F: 2 clusters Score -3179211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3160718.500000 Penalty: 5056.812500
	Iteration 0F: 3 clusters Score -3160718 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3167234.000000 Penalty: 5056.812500
	Iteration 1F: 3 clusters Score -3167234 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3167661.750000 Penalty: 5056.812500
	Iteration 2Q: 3 clusters Score -3167662 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3168063.000000 Penalty: 5056.812500
	Iteration 3Q: 3 clusters Score -3168063 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3168484.750000 Penalty: 5056.812500
	Iteration 4Q: 3 clusters Score -3168485 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -3168875.250000 Penalty: 5056.812500
	Iteration 5Q: 3 clusters Score -3168875 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3169263.000000 Penalty: 5056.812500
	Iteration 6Q: 3 clusters Score -3169263 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3169743.750000 Penalty: 5056.812500
	Iteration 7Q: 3 clusters Score -3169744 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3170360.750000 Penalty: 5056.812500
	Iteration 8Q: 3 clusters Score -3170361 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3171124.750000 Penalty: 5056.812500
	Iteration 9Q: 3 clusters Score -3171125 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -3172056.000000 Penalty: 5056.812500
	Iteration 10Q: 3 clusters Score -3172056 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -3173106.250000 Penalty: 5056.812500
	Iteration 11F: 3 clusters Score -3173106 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3174183.500000 Penalty: 5056.812500
	Iteration 12Q: 3 clusters Score -3174184 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3175054.500000 Penalty: 5056.812500
	Iteration 13Q: 3 clusters Score -3175054 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3175737.250000 Penalty: 5056.812500
	Iteration 14Q: 3 clusters Score -3175737 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3176172.000000 Penalty: 5056.812500
	Iteration 15Q: 3 clusters Score -3176172 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3176485.000000 Penalty: 5056.812500
	Iteration 16Q: 3 clusters Score -3176485 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3176677.750000 Penalty: 5056.812500
	Iteration 17Q: 3 clusters Score -3176678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3176788.500000 Penalty: 5056.812500
	Iteration 18Q: 3 clusters Score -3176788 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3176861.750000 Penalty: 5056.812500
	Iteration 19Q: 3 clusters Score -3176862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3176911.000000 Penalty: 5056.812500
	Iteration 20F: 3 clusters Score -3176911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3176944.250000 Penalty: 5056.812500
	Iteration 21Q: 3 clusters Score -3176944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3176975.750000 Penalty: 5056.812500
	Iteration 22Q: 3 clusters Score -3176976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3176988.750000 Penalty: 5056.812500
	Iteration 23Q: 3 clusters Score -3176989 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3177002.000000 Penalty: 5056.812500
	Iteration 24Q: 3 clusters Score -3177002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3177018.500000 Penalty: 5056.812500
	Iteration 25Q: 3 clusters Score -3177018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3177034.750000 Penalty: 5056.812500
	Iteration 26Q: 3 clusters Score -3177035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3177050.750000 Penalty: 5056.812500
	Iteration 27Q: 3 clusters Score -3177051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3177060.000000 Penalty: 5056.812500
	Iteration 28Q: 3 clusters Score -3177060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3177072.000000 Penalty: 5056.812500
	Iteration 29Q: 3 clusters Score -3177072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3177076.500000 Penalty: 5056.812500
	Iteration 30Q: 3 clusters Score -3177076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3177080.250000 Penalty: 5056.812500
	Iteration 31Q: 3 clusters Score -3177080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3177080.000000 Penalty: 5056.812500
	Iteration 32Q: 3 clusters Score -3177080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3177090.000000 Penalty: 5056.812500
	Iteration 33Q: 3 clusters Score -3177090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3177098.000000 Penalty: 5056.812500
	Iteration 34Q: 3 clusters Score -3177098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3177099.750000 Penalty: 5056.812500
	Iteration 35Q: 3 clusters Score -3177100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3177107.500000 Penalty: 5056.812500
	Iteration 36Q: 3 clusters Score -3177108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3177108.500000 Penalty: 5056.812500
	Iteration 37Q: 3 clusters Score -3177108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3177111.250000 Penalty: 5056.812500
	Iteration 38Q: 3 clusters Score -3177111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3177111.250000 Penalty: 5056.812500
	Iteration 39Q: 3 clusters Score -3177111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3177113.000000 Penalty: 5056.812500
	Iteration 40F: 3 clusters Score -3177113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3177116.250000 Penalty: 5056.812500
	Iteration 41Q: 3 clusters Score -3177116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3177122.000000 Penalty: 5056.812500
	Iteration 42Q: 3 clusters Score -3177122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3177123.750000 Penalty: 5056.812500
	Iteration 43Q: 3 clusters Score -3177124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3177124.000000 Penalty: 5056.812500
	Iteration 44Q: 3 clusters Score -3177124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3177127.500000 Penalty: 5056.812500
	Iteration 45Q: 3 clusters Score -3177128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3177124.500000 Penalty: 5056.812500
	Iteration 46Q: 3 clusters Score -3177124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3177129.000000 Penalty: 5056.812500
	Iteration 47Q: 3 clusters Score -3177129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3177128.500000 Penalty: 5056.812500
	Iteration 48Q: 3 clusters Score -3177128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3177128.500000 Penalty: 5056.812500
	Iteration 49Q: 3 clusters Score -3177128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3177129.000000 Penalty: 5056.812500
	Iteration 50Q: 3 clusters Score -3177129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3177129.000000 Penalty: 5056.812500
	Iteration 51F: 3 clusters Score -3177129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Entering Unmasked Estep 
Score: -2047700.000000 Penalty: 2427.623779
	Iteration 0F: 2 clusters Score -2047700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2035013.750000 Penalty: 4855.247559
	Iteration 0F: 3 clusters Score -2035014 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2039174.875000 Penalty: 4855.247559
	Iteration 1F: 3 clusters Score -2039175 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2039625.250000 Penalty: 4855.247559
	Iteration 2F: 3 clusters Score -2039625 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2039977.500000 Penalty: 4855.247559
	Iteration 3Q: 3 clusters Score -2039978 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2040319.250000 Penalty: 4855.247559
	Iteration 4Q: 3 clusters Score -2040319 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2040703.750000 Penalty: 4855.247559
	Iteration 5Q: 3 clusters Score -2040704 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2041115.625000 Penalty: 4855.247559
	Iteration 6Q: 3 clusters Score -2041116 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2041584.750000 Penalty: 4855.247559
	Iteration 7Q: 3 clusters Score -2041585 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2042078.125000 Penalty: 4855.247559
	Iteration 8Q: 3 clusters Score -2042078 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2042662.375000 Penalty: 4855.247559
	Iteration 9Q: 3 clusters Score -2042662 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2043315.875000 Penalty: 4855.247559
	Iteration 10Q: 3 clusters Score -2043316 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2043889.625000 Penalty: 4855.247559
	Iteration 11Q: 3 clusters Score -2043890 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2044372.375000 Penalty: 4855.247559
	Iteration 12Q: 3 clusters Score -2044372 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2044731.375000 Penalty: 4855.247559
	Iteration 13Q: 3 clusters Score -2044731 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2044980.750000 Penalty: 4855.247559
	Iteration 14Q: 3 clusters Score -2044981 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2045153.625000 Penalty: 4855.247559
	Iteration 15Q: 3 clusters Score -2045154 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2045276.375000 Penalty: 4855.247559
	Iteration 16Q: 3 clusters Score -2045276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2045357.375000 Penalty: 4855.247559
	Iteration 17Q: 3 clusters Score -2045357 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2045417.375000 Penalty: 4855.247559
	Iteration 18Q: 3 clusters Score -2045417 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2045463.125000 Penalty: 4855.247559
	Iteration 19Q: 3 clusters Score -2045463 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2045516.875000 Penalty: 4855.247559
	Iteration 20F: 3 clusters Score -2045517 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2045540.625000 Penalty: 4855.247559
	Iteration 21Q: 3 clusters Score -2045541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2045573.250000 Penalty: 4855.247559
	Iteration 22Q: 3 clusters Score -2045573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2045591.875000 Penalty: 4855.247559
	Iteration 23Q: 3 clusters Score -2045592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2045602.500000 Penalty: 4855.247559
	Iteration 24Q: 3 clusters Score -2045602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2045611.625000 Penalty: 4855.247559
	Iteration 25Q: 3 clusters Score -2045612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2045623.375000 Penalty: 4855.247559
	Iteration 26Q: 3 clusters Score -2045623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2045632.250000 Penalty: 4855.247559
	Iteration 27Q: 3 clusters Score -2045632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2045637.375000 Penalty: 4855.247559
	Iteration 28Q: 3 clusters Score -2045637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2045642.250000 Penalty: 4855.247559
	Iteration 29Q: 3 clusters Score -2045642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2045649.875000 Penalty: 4855.247559
	Iteration 30Q: 3 clusters Score -2045650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2045656.375000 Penalty: 4855.247559
	Iteration 31Q: 3 clusters Score -2045656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2045664.500000 Penalty: 4855.247559
	Iteration 32Q: 3 clusters Score -2045664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2045669.125000 Penalty: 4855.247559
	Iteration 33Q: 3 clusters Score -2045669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2045673.375000 Penalty: 4855.247559
	Iteration 34Q: 3 clusters Score -2045673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2045679.875000 Penalty: 4855.247559
	Iteration 35Q: 3 clusters Score -2045680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2045681.250000 Penalty: 4855.247559
	Iteration 36Q: 3 clusters Score -2045681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2045687.375000 Penalty: 4855.247559
	Iteration 37Q: 3 clusters Score -2045687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2045690.625000 Penalty: 4855.247559
	Iteration 38Q: 3 clusters Score -2045691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2045698.375000 Penalty: 4855.247559
	Iteration 39Q: 3 clusters Score -2045698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2045706.000000 Penalty: 4855.247559
	Iteration 40F: 3 clusters Score -2045706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2045708.750000 Penalty: 4855.247559
	Iteration 41Q: 3 clusters Score -2045709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2045712.000000 Penalty: 4855.247559
	Iteration 42Q: 3 clusters Score -2045712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2045719.750000 Penalty: 4855.247559
	Iteration 43Q: 3 clusters Score -2045720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2045722.000000 Penalty: 4855.247559
	Iteration 44Q: 3 clusters Score -2045722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2045722.750000 Penalty: 4855.247559
	Iteration 45Q: 3 clusters Score -2045723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2045728.750000 Penalty: 4855.247559
	Iteration 46Q: 3 clusters Score -2045729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2045736.375000 Penalty: 4855.247559
	Iteration 47Q: 3 clusters Score -2045736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2045735.750000 Penalty: 4855.247559
	Iteration 48Q: 3 clusters Score -2045736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2045740.125000 Penalty: 4855.247559
	Iteration 49Q: 3 clusters Score -2045740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2045737.875000 Penalty: 4855.247559
	Iteration 50Q: 3 clusters Score -2045738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2045737.000000 Penalty: 4855.247559
	Iteration 51Q: 3 clusters Score -2045737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2045741.125000 Penalty: 4855.247559
	Iteration 52Q: 3 clusters Score -2045741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2045741.125000 Penalty: 4855.247559
	Iteration 53F: 3 clusters Score -2045741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Entering Unmasked Estep 
Score: -824994.437500 Penalty: 2211.891602
	Iteration 0F: 2 clusters Score -824994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -818985.375000 Penalty: 4423.783203
	Iteration 0F: 3 clusters Score -818985.4 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -820724.312500 Penalty: 4423.783203
	Iteration 1F: 3 clusters Score -820724.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -821129.500000 Penalty: 4423.783203
	Iteration 2F: 3 clusters Score -821129.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -821414.875000 Penalty: 4423.783203
	Iteration 3F: 3 clusters Score -821414.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -821661.937500 Penalty: 4423.783203
	Iteration 4Q: 3 clusters Score -821661.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -821881.187500 Penalty: 4423.783203
	Iteration 5Q: 3 clusters Score -821881.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -822087.500000 Penalty: 4423.783203
	Iteration 6Q: 3 clusters Score -822087.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -822350.312500 Penalty: 4423.783203
	Iteration 7Q: 3 clusters Score -822350.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -822603.437500 Penalty: 4423.783203
	Iteration 8Q: 3 clusters Score -822603.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -822855.187500 Penalty: 4423.783203
	Iteration 9Q: 3 clusters Score -822855.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -823068.187500 Penalty: 4423.783203
	Iteration 10Q: 3 clusters Score -823068.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -823247.062500 Penalty: 4423.783203
	Iteration 11Q: 3 clusters Score -823247.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -823386.500000 Penalty: 4423.783203
	Iteration 12Q: 3 clusters Score -823386.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -823497.062500 Penalty: 4423.783203
	Iteration 13Q: 3 clusters Score -823497.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -823575.125000 Penalty: 4423.783203
	Iteration 14Q: 3 clusters Score -823575.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -823628.000000 Penalty: 4423.783203
	Iteration 15Q: 3 clusters Score -823628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -823659.562500 Penalty: 4423.783203
	Iteration 16Q: 3 clusters Score -823659.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -823679.562500 Penalty: 4423.783203
	Iteration 17Q: 3 clusters Score -823679.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -823693.812500 Penalty: 4423.783203
	Iteration 18Q: 3 clusters Score -823693.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -823701.937500 Penalty: 4423.783203
	Iteration 19Q: 3 clusters Score -823701.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -823712.937500 Penalty: 4423.783203
	Iteration 20F: 3 clusters Score -823712.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -823724.437500 Penalty: 4423.783203
	Iteration 21Q: 3 clusters Score -823724.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -823732.000000 Penalty: 4423.783203
	Iteration 22Q: 3 clusters Score -823732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -823742.937500 Penalty: 4423.783203
	Iteration 23Q: 3 clusters Score -823742.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -823748.937500 Penalty: 4423.783203
	Iteration 24Q: 3 clusters Score -823748.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -823749.875000 Penalty: 4423.783203
	Iteration 25Q: 3 clusters Score -823749.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -823751.312500 Penalty: 4423.783203
	Iteration 26Q: 3 clusters Score -823751.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -823752.625000 Penalty: 4423.783203
	Iteration 27Q: 3 clusters Score -823752.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -823756.312500 Penalty: 4423.783203
	Iteration 28Q: 3 clusters Score -823756.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -823759.875000 Penalty: 4423.783203
	Iteration 29Q: 3 clusters Score -823759.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -823763.375000 Penalty: 4423.783203
	Iteration 30Q: 3 clusters Score -823763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -823769.250000 Penalty: 4423.783203
	Iteration 31Q: 3 clusters Score -823769.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -823772.750000 Penalty: 4423.783203
	Iteration 32Q: 3 clusters Score -823772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -823773.625000 Penalty: 4423.783203
	Iteration 33Q: 3 clusters Score -823773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -823776.812500 Penalty: 4423.783203
	Iteration 34Q: 3 clusters Score -823776.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -823778.000000 Penalty: 4423.783203
	Iteration 35Q: 3 clusters Score -823778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -823781.187500 Penalty: 4423.783203
	Iteration 36Q: 3 clusters Score -823781.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -823781.812500 Penalty: 4423.783203
	Iteration 37Q: 3 clusters Score -823781.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -823784.562500 Penalty: 4423.783203
	Iteration 38Q: 3 clusters Score -823784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -823787.125000 Penalty: 4423.783203
	Iteration 39Q: 3 clusters Score -823787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -823788.000000 Penalty: 4423.783203
	Iteration 40F: 3 clusters Score -823788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -823790.062500 Penalty: 4423.783203
	Iteration 41Q: 3 clusters Score -823790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -823793.437500 Penalty: 4423.783203
	Iteration 42Q: 3 clusters Score -823793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -823794.062500 Penalty: 4423.783203
	Iteration 43Q: 3 clusters Score -823794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -823795.062500 Penalty: 4423.783203
	Iteration 44Q: 3 clusters Score -823795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -823797.000000 Penalty: 4423.783203
	Iteration 45Q: 3 clusters Score -823797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -823804.562500 Penalty: 4423.783203
	Iteration 46Q: 3 clusters Score -823804.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -823805.062500 Penalty: 4423.783203
	Iteration 47Q: 3 clusters Score -823805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -823810.000000 Penalty: 4423.783203
	Iteration 48Q: 3 clusters Score -823810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -823808.000000 Penalty: 4423.783203
	Iteration 49Q: 3 clusters Score -823808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -823809.875000 Penalty: 4423.783203
	Iteration 50Q: 3 clusters Score -823809.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -823810.125000 Penalty: 4423.783203
	Iteration 51Q: 3 clusters Score -823810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -823810.062500 Penalty: 4423.783203
	Iteration 52Q: 3 clusters Score -823810.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -823810.062500 Penalty: 4423.783203
	Iteration 53F: 3 clusters Score -823810.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (240423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240423 members 
Entering Unmasked Estep 
Score: -27945556.000000 Penalty: 3072.758301
	Iteration 0F: 2 clusters Score -2.794556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -27799454.000000 Penalty: 6145.516602
	Iteration 0F: 3 clusters Score -2.779945e+07 nChanged 116322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117992 members 
Mstep: Class 2 contains 122431 members 
Entering Unmasked Estep 
Score: -27870092.000000 Penalty: 6145.516602
	Iteration 1F: 3 clusters Score -2.787009e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -27871758.000000 Penalty: 6145.516602
	Iteration 2Q: 3 clusters Score -2.787176e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115101 members 
Mstep: Class 2 contains 125322 members 
Entering Unmasked Estep 
Score: -27873704.000000 Penalty: 6145.516602
	Iteration 3Q: 3 clusters Score -2.78737e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112570 members 
Mstep: Class 2 contains 127853 members 
Entering Unmasked Estep 
Score: -27876368.000000 Penalty: 6145.516602
	Iteration 4Q: 3 clusters Score -2.787637e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109014 members 
Mstep: Class 2 contains 131409 members 
Entering Unmasked Estep 
Score: -27879472.000000 Penalty: 6145.516602
	Iteration 5Q: 3 clusters Score -2.787947e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104068 members 
Mstep: Class 2 contains 136355 members 
Entering Unmasked Estep 
Score: -27882862.000000 Penalty: 6145.516602
	Iteration 6Q: 3 clusters Score -2.788286e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 143007 members 
Entering Unmasked Estep 
Score: -27887090.000000 Penalty: 6145.516602
	Iteration 7Q: 3 clusters Score -2.788709e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88792 members 
Mstep: Class 2 contains 151631 members 
Entering Unmasked Estep 
Score: -27891810.000000 Penalty: 6145.516602
	Iteration 8Q: 3 clusters Score -2.789181e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -27897672.000000 Penalty: 6145.516602
	Iteration 9F: 3 clusters Score -2.789767e+07 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 175968 members 
Entering Unmasked Estep 
Score: -27904250.000000 Penalty: 6145.516602
	Iteration 10F: 3 clusters Score -2.790425e+07 nChanged 14990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 190774 members 
Entering Unmasked Estep 
Score: -27911354.000000 Penalty: 6145.516602
	Iteration 11F: 3 clusters Score -2.791135e+07 nChanged 14603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 205325 members 
Entering Unmasked Estep 
Score: -27919328.000000 Penalty: 6145.516602
	Iteration 12F: 3 clusters Score -2.791933e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 217788 members 
Entering Unmasked Estep 
Score: -27926850.000000 Penalty: 6145.516602
	Iteration 13F: 3 clusters Score -2.792685e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 227323 members 
Entering Unmasked Estep 
Score: -27933470.000000 Penalty: 6145.516602
	Iteration 14Q: 3 clusters Score -2.793347e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 233549 members 
Entering Unmasked Estep 
Score: -27937840.000000 Penalty: 6145.516602
	Iteration 15Q: 3 clusters Score -2.793784e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 237032 members 
Entering Unmasked Estep 
Score: -27940414.000000 Penalty: 6145.516602
	Iteration 16Q: 3 clusters Score -2.794041e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 238660 members 
Entering Unmasked Estep 
Score: -27941788.000000 Penalty: 6145.516602
	Iteration 17Q: 3 clusters Score -2.794179e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 239345 members 
Entering Unmasked Estep 
Score: -27942366.000000 Penalty: 6145.516602
	Iteration 18Q: 3 clusters Score -2.794237e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 239624 members 
Entering Unmasked Estep 
Score: -27942578.000000 Penalty: 6145.516602
	Iteration 19Q: 3 clusters Score -2.794258e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 239759 members 
Entering Unmasked Estep 
Score: -27942702.000000 Penalty: 6145.516602
	Iteration 20F: 3 clusters Score -2.79427e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 239827 members 
Entering Unmasked Estep 
Score: -27942750.000000 Penalty: 6145.516602
	Iteration 21Q: 3 clusters Score -2.794275e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 239859 members 
Entering Unmasked Estep 
Score: -27942820.000000 Penalty: 6145.516602
	Iteration 22Q: 3 clusters Score -2.794282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 239889 members 
Entering Unmasked Estep 
Score: -27942834.000000 Penalty: 6145.516602
	Iteration 23Q: 3 clusters Score -2.794283e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 239899 members 
Entering Unmasked Estep 
Score: -27942838.000000 Penalty: 6145.516602
	Iteration 24Q: 3 clusters Score -2.794284e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 239909 members 
Entering Unmasked Estep 
Score: -27942842.000000 Penalty: 6145.516602
	Iteration 25Q: 3 clusters Score -2.794284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 239916 members 
Entering Unmasked Estep 
Score: -27942864.000000 Penalty: 6145.516602
	Iteration 26Q: 3 clusters Score -2.794286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 239927 members 
Entering Unmasked Estep 
Score: -27942890.000000 Penalty: 6145.516602
	Iteration 27Q: 3 clusters Score -2.794289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 239937 members 
Entering Unmasked Estep 
Score: -27942896.000000 Penalty: 6145.516602
	Iteration 28Q: 3 clusters Score -2.79429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 239940 members 
Entering Unmasked Estep 
Score: -27942880.000000 Penalty: 6145.516602
	Iteration 29Q: 3 clusters Score -2.794288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 239942 members 
Entering Unmasked Estep 
Score: -27942866.000000 Penalty: 6145.516602
	Iteration 30Q: 3 clusters Score -2.794287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 239943 members 
Entering Unmasked Estep 
Score: -27942880.000000 Penalty: 6145.516602
	Iteration 31Q: 3 clusters Score -2.794288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 239946 members 
Entering Unmasked Estep 
Score: -27942906.000000 Penalty: 6145.516602
	Iteration 32Q: 3 clusters Score -2.794291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 239947 members 
Entering Unmasked Estep 
Score: -27942918.000000 Penalty: 6145.516602
	Iteration 33Q: 3 clusters Score -2.794292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 239947 members 
Entering Unmasked Estep 
Score: -27942918.000000 Penalty: 6145.516602
	Iteration 34F: 3 clusters Score -2.794292e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (269816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269816 members 
Entering Unmasked Estep 
Score: -31453340.000000 Penalty: 3101.362793
	Iteration 0F: 2 clusters Score -3.145334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134466 members 
Mstep: Class 2 contains 135350 members 
Entering Unmasked Estep 
Score: -31292162.000000 Penalty: 6202.725586
	Iteration 0F: 3 clusters Score -3.129216e+07 nChanged 130579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127203 members 
Mstep: Class 2 contains 142613 members 
Entering Unmasked Estep 
Score: -31370264.000000 Penalty: 6202.725586
	Iteration 1F: 3 clusters Score -3.137026e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123382 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -31372614.000000 Penalty: 6202.725586
	Iteration 2Q: 3 clusters Score -3.137261e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -31376092.000000 Penalty: 6202.725586
	Iteration 3Q: 3 clusters Score -3.137609e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108769 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -31381582.000000 Penalty: 6202.725586
	Iteration 4Q: 3 clusters Score -3.138158e+07 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 173276 members 
Entering Unmasked Estep 
Score: -31389540.000000 Penalty: 6202.725586
	Iteration 5F: 3 clusters Score -3.138954e+07 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 189215 members 
Entering Unmasked Estep 
Score: -31400384.000000 Penalty: 6202.725586
	Iteration 6F: 3 clusters Score -3.140038e+07 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 207303 members 
Entering Unmasked Estep 
Score: -31413230.000000 Penalty: 6202.725586
	Iteration 7F: 3 clusters Score -3.141323e+07 nChanged 18018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 224839 members 
Entering Unmasked Estep 
Score: -31425688.000000 Penalty: 6202.725586
	Iteration 8F: 3 clusters Score -3.142569e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 239338 members 
Entering Unmasked Estep 
Score: -31435174.000000 Penalty: 6202.725586
	Iteration 9F: 3 clusters Score -3.143517e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 250156 members 
Entering Unmasked Estep 
Score: -31441798.000000 Penalty: 6202.725586
	Iteration 10Q: 3 clusters Score -3.14418e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 257354 members 
Entering Unmasked Estep 
Score: -31446052.000000 Penalty: 6202.725586
	Iteration 11Q: 3 clusters Score -3.144605e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 261769 members 
Entering Unmasked Estep 
Score: -31448306.000000 Penalty: 6202.725586
	Iteration 12Q: 3 clusters Score -3.144831e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 264405 members 
Entering Unmasked Estep 
Score: -31449558.000000 Penalty: 6202.725586
	Iteration 13Q: 3 clusters Score -3.144956e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 265872 members 
Entering Unmasked Estep 
Score: -31450174.000000 Penalty: 6202.725586
	Iteration 14Q: 3 clusters Score -3.145017e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 266704 members 
Entering Unmasked Estep 
Score: -31450586.000000 Penalty: 6202.725586
	Iteration 15Q: 3 clusters Score -3.145059e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 267207 members 
Entering Unmasked Estep 
Score: -31450790.000000 Penalty: 6202.725586
	Iteration 16Q: 3 clusters Score -3.145079e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 267521 members 
Entering Unmasked Estep 
Score: -31450940.000000 Penalty: 6202.725586
	Iteration 17Q: 3 clusters Score -3.145094e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 267744 members 
Entering Unmasked Estep 
Score: -31450984.000000 Penalty: 6202.725586
	Iteration 18Q: 3 clusters Score -3.145098e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 267885 members 
Entering Unmasked Estep 
Score: -31451072.000000 Penalty: 6202.725586
	Iteration 19Q: 3 clusters Score -3.145107e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 267992 members 
Entering Unmasked Estep 
Score: -31451104.000000 Penalty: 6202.725586
	Iteration 20F: 3 clusters Score -3.14511e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 268058 members 
Entering Unmasked Estep 
Score: -31451142.000000 Penalty: 6202.725586
	Iteration 21Q: 3 clusters Score -3.145114e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 268111 members 
Entering Unmasked Estep 
Score: -31451200.000000 Penalty: 6202.725586
	Iteration 22Q: 3 clusters Score -3.14512e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 268164 members 
Entering Unmasked Estep 
Score: -31451228.000000 Penalty: 6202.725586
	Iteration 23Q: 3 clusters Score -3.145123e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 268203 members 
Entering Unmasked Estep 
Score: -31451218.000000 Penalty: 6202.725586
	Iteration 24Q: 3 clusters Score -3.145122e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 268252 members 
Entering Unmasked Estep 
Score: -31451222.000000 Penalty: 6202.725586
	Iteration 25Q: 3 clusters Score -3.145122e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 268290 members 
Entering Unmasked Estep 
Score: -31451238.000000 Penalty: 6202.725586
	Iteration 26Q: 3 clusters Score -3.145124e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 268316 members 
Entering Unmasked Estep 
Score: -31451238.000000 Penalty: 6202.725586
	Iteration 27Q: 3 clusters Score -3.145124e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 268338 members 
Entering Unmasked Estep 
Score: -31451244.000000 Penalty: 6202.725586
	Iteration 28Q: 3 clusters Score -3.145124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 268363 members 
Entering Unmasked Estep 
Score: -31451244.000000 Penalty: 6202.725586
	Iteration 29Q: 3 clusters Score -3.145124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 268381 members 
Entering Unmasked Estep 
Score: -31451256.000000 Penalty: 6202.725586
	Iteration 30Q: 3 clusters Score -3.145126e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 268403 members 
Entering Unmasked Estep 
Score: -31451242.000000 Penalty: 6202.725586
	Iteration 31Q: 3 clusters Score -3.145124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 268416 members 
Entering Unmasked Estep 
Score: -31451256.000000 Penalty: 6202.725586
	Iteration 32Q: 3 clusters Score -3.145126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 268438 members 
Entering Unmasked Estep 
Score: -31451270.000000 Penalty: 6202.725586
	Iteration 33Q: 3 clusters Score -3.145127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 268455 members 
Entering Unmasked Estep 
Score: -31451312.000000 Penalty: 6202.725586
	Iteration 34Q: 3 clusters Score -3.145131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 268471 members 
Entering Unmasked Estep 
Score: -31451314.000000 Penalty: 6202.725586
	Iteration 35Q: 3 clusters Score -3.145131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 268482 members 
Entering Unmasked Estep 
Score: -31451332.000000 Penalty: 6202.725586
	Iteration 36Q: 3 clusters Score -3.145133e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 268492 members 
Entering Unmasked Estep 
Score: -31451320.000000 Penalty: 6202.725586
	Iteration 37Q: 3 clusters Score -3.145132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 268510 members 
Entering Unmasked Estep 
Score: -31451342.000000 Penalty: 6202.725586
	Iteration 38Q: 3 clusters Score -3.145134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 268527 members 
Entering Unmasked Estep 
Score: -31451318.000000 Penalty: 6202.725586
	Iteration 39Q: 3 clusters Score -3.145132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 268546 members 
Entering Unmasked Estep 
Score: -31451322.000000 Penalty: 6202.725586
	Iteration 40F: 3 clusters Score -3.145132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 268567 members 
Entering Unmasked Estep 
Score: -31451348.000000 Penalty: 6202.725586
	Iteration 41Q: 3 clusters Score -3.145135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 268577 members 
Entering Unmasked Estep 
Score: -31451318.000000 Penalty: 6202.725586
	Iteration 42Q: 3 clusters Score -3.145132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 268588 members 
Entering Unmasked Estep 
Score: -31451334.000000 Penalty: 6202.725586
	Iteration 43Q: 3 clusters Score -3.145133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 268587 members 
Entering Unmasked Estep 
Score: -31451316.000000 Penalty: 6202.725586
	Iteration 44Q: 3 clusters Score -3.145132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 268586 members 
Entering Unmasked Estep 
Score: -31451328.000000 Penalty: 6202.725586
	Iteration 45Q: 3 clusters Score -3.145133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 268593 members 
Entering Unmasked Estep 
Score: -31451324.000000 Penalty: 6202.725586
	Iteration 46Q: 3 clusters Score -3.145132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 268600 members 
Entering Unmasked Estep 
Score: -31451348.000000 Penalty: 6202.725586
	Iteration 47Q: 3 clusters Score -3.145135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 268601 members 
Entering Unmasked Estep 
Score: -31451348.000000 Penalty: 6202.725586
	Iteration 48Q: 3 clusters Score -3.145135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 268596 members 
Entering Unmasked Estep 
Score: -31451352.000000 Penalty: 6202.725586
	Iteration 49Q: 3 clusters Score -3.145135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 268598 members 
Entering Unmasked Estep 
Score: -31451358.000000 Penalty: 6202.725586
	Iteration 50Q: 3 clusters Score -3.145136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 268602 members 
Entering Unmasked Estep 
Score: -31451354.000000 Penalty: 6202.725586
	Iteration 51Q: 3 clusters Score -3.145135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 268598 members 
Entering Unmasked Estep 
Score: -31451360.000000 Penalty: 6202.725586
	Iteration 52Q: 3 clusters Score -3.145136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 268596 members 
Entering Unmasked Estep 
Score: -31451372.000000 Penalty: 6202.725586
	Iteration 53Q: 3 clusters Score -3.145137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 268598 members 
Entering Unmasked Estep 
Score: -31451364.000000 Penalty: 6202.725586
	Iteration 54Q: 3 clusters Score -3.145136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 268602 members 
Entering Unmasked Estep 
Score: -31451352.000000 Penalty: 6202.725586
	Iteration 55Q: 3 clusters Score -3.145135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 268603 members 
Entering Unmasked Estep 
Score: -31451350.000000 Penalty: 6202.725586
	Iteration 56Q: 3 clusters Score -3.145135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 268605 members 
Entering Unmasked Estep 
Score: -31451350.000000 Penalty: 6202.725586
	Iteration 57Q: 3 clusters Score -3.145135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 268606 members 
Entering Unmasked Estep 
Score: -31451340.000000 Penalty: 6202.725586
	Iteration 58Q: 3 clusters Score -3.145134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 268607 members 
Entering Unmasked Estep 
Score: -31451338.000000 Penalty: 6202.725586
	Iteration 59Q: 3 clusters Score -3.145134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 268609 members 
Entering Unmasked Estep 
Score: -31451348.000000 Penalty: 6202.725586
	Iteration 60F: 3 clusters Score -3.145135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 268608 members 
Entering Unmasked Estep 
Score: -31451346.000000 Penalty: 6202.725586
	Iteration 61Q: 3 clusters Score -3.145135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 268608 members 
Entering Unmasked Estep 
Score: -31451346.000000 Penalty: 6202.725586
	Iteration 62F: 3 clusters Score -3.145135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192340 members 
Entering Unmasked Estep 
Score: -22394982.000000 Penalty: 3017.420898
	Iteration 0F: 2 clusters Score -2.239498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -22270574.000000 Penalty: 6034.841797
	Iteration 0F: 3 clusters Score -2.227057e+07 nChanged 92594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -22324486.000000 Penalty: 6034.841797
	Iteration 1F: 3 clusters Score -2.232449e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98451 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -22326400.000000 Penalty: 6034.841797
	Iteration 2Q: 3 clusters Score -2.23264e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -22329384.000000 Penalty: 6034.841797
	Iteration 3Q: 3 clusters Score -2.232938e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 89420 members 
Entering Unmasked Estep 
Score: -22333630.000000 Penalty: 6034.841797
	Iteration 4Q: 3 clusters Score -2.233363e+07 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -22339882.000000 Penalty: 6034.841797
	Iteration 5F: 3 clusters Score -2.233988e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114737 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -22348738.000000 Penalty: 6034.841797
	Iteration 6F: 3 clusters Score -2.234874e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123432 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -22359968.000000 Penalty: 6034.841797
	Iteration 7F: 3 clusters Score -2.235997e+07 nChanged 14031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131805 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -22372226.000000 Penalty: 6034.841797
	Iteration 8F: 3 clusters Score -2.237223e+07 nChanged 10789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137626 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -22381128.000000 Penalty: 6034.841797
	Iteration 9F: 3 clusters Score -2.238113e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141043 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -22385046.000000 Penalty: 6034.841797
	Iteration 10Q: 3 clusters Score -2.238505e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143609 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -22387064.000000 Penalty: 6034.841797
	Iteration 11Q: 3 clusters Score -2.238706e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145824 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -22388550.000000 Penalty: 6034.841797
	Iteration 12Q: 3 clusters Score -2.238855e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147889 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -22390026.000000 Penalty: 6034.841797
	Iteration 13Q: 3 clusters Score -2.239003e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149736 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -22391274.000000 Penalty: 6034.841797
	Iteration 14Q: 3 clusters Score -2.239127e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151331 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -22392368.000000 Penalty: 6034.841797
	Iteration 15Q: 3 clusters Score -2.239237e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152665 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -22393080.000000 Penalty: 6034.841797
	Iteration 16Q: 3 clusters Score -2.239308e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -22393552.000000 Penalty: 6034.841797
	Iteration 17Q: 3 clusters Score -2.239355e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -22393990.000000 Penalty: 6034.841797
	Iteration 18Q: 3 clusters Score -2.239399e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155939 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -22394288.000000 Penalty: 6034.841797
	Iteration 19Q: 3 clusters Score -2.239429e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156804 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -22394434.000000 Penalty: 6034.841797
	Iteration 20F: 3 clusters Score -2.239443e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -22394690.000000 Penalty: 6034.841797
	Iteration 21Q: 3 clusters Score -2.239469e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158298 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -22394716.000000 Penalty: 6034.841797
	Iteration 22Q: 3 clusters Score -2.239472e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158968 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -22394834.000000 Penalty: 6034.841797
	Iteration 23Q: 3 clusters Score -2.239483e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159661 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -22394816.000000 Penalty: 6034.841797
	Iteration 24Q: 3 clusters Score -2.239482e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160348 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -22394990.000000 Penalty: 6034.841797
	Iteration 25Q: 3 clusters Score -2.239499e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161000 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -22395058.000000 Penalty: 6034.841797
	Iteration 26Q: 3 clusters Score -2.239506e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -22395064.000000 Penalty: 6034.841797
	Iteration 27Q: 3 clusters Score -2.239506e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -22395084.000000 Penalty: 6034.841797
	Iteration 28Q: 3 clusters Score -2.239508e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162820 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -22395116.000000 Penalty: 6034.841797
	Iteration 29Q: 3 clusters Score -2.239512e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -22395088.000000 Penalty: 6034.841797
	Iteration 30Q: 3 clusters Score -2.239509e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -22395128.000000 Penalty: 6034.841797
	Iteration 31Q: 3 clusters Score -2.239513e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164379 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -22395156.000000 Penalty: 6034.841797
	Iteration 32Q: 3 clusters Score -2.239516e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164860 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -22395218.000000 Penalty: 6034.841797
	Iteration 33Q: 3 clusters Score -2.239522e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -22395234.000000 Penalty: 6034.841797
	Iteration 34Q: 3 clusters Score -2.239523e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165777 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -22395280.000000 Penalty: 6034.841797
	Iteration 35Q: 3 clusters Score -2.239528e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -22395288.000000 Penalty: 6034.841797
	Iteration 36Q: 3 clusters Score -2.239529e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -22395318.000000 Penalty: 6034.841797
	Iteration 37Q: 3 clusters Score -2.239532e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167074 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -22395326.000000 Penalty: 6034.841797
	Iteration 38Q: 3 clusters Score -2.239533e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -22395274.000000 Penalty: 6034.841797
	Iteration 39Q: 3 clusters Score -2.239527e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167899 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -22395204.000000 Penalty: 6034.841797
	Iteration 40F: 3 clusters Score -2.23952e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168278 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -22395216.000000 Penalty: 6034.841797
	Iteration 41Q: 3 clusters Score -2.239522e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168643 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -22395280.000000 Penalty: 6034.841797
	Iteration 42Q: 3 clusters Score -2.239528e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169008 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -22395258.000000 Penalty: 6034.841797
	Iteration 43Q: 3 clusters Score -2.239526e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169344 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -22395338.000000 Penalty: 6034.841797
	Iteration 44Q: 3 clusters Score -2.239534e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -22395326.000000 Penalty: 6034.841797
	Iteration 45Q: 3 clusters Score -2.239533e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169936 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -22395322.000000 Penalty: 6034.841797
	Iteration 46Q: 3 clusters Score -2.239532e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170199 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -22395318.000000 Penalty: 6034.841797
	Iteration 47Q: 3 clusters Score -2.239532e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170436 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -22395342.000000 Penalty: 6034.841797
	Iteration 48Q: 3 clusters Score -2.239534e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -22395298.000000 Penalty: 6034.841797
	Iteration 49Q: 3 clusters Score -2.23953e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170861 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -22395274.000000 Penalty: 6034.841797
	Iteration 50Q: 3 clusters Score -2.239527e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -22395328.000000 Penalty: 6034.841797
	Iteration 51Q: 3 clusters Score -2.239533e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -22395246.000000 Penalty: 6034.841797
	Iteration 52Q: 3 clusters Score -2.239525e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -22395222.000000 Penalty: 6034.841797
	Iteration 53Q: 3 clusters Score -2.239522e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171558 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -22395172.000000 Penalty: 6034.841797
	Iteration 54Q: 3 clusters Score -2.239517e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171709 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -22395128.000000 Penalty: 6034.841797
	Iteration 55Q: 3 clusters Score -2.239513e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171854 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -22395120.000000 Penalty: 6034.841797
	Iteration 56Q: 3 clusters Score -2.239512e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172011 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -22395148.000000 Penalty: 6034.841797
	Iteration 57Q: 3 clusters Score -2.239515e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172163 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -22395160.000000 Penalty: 6034.841797
	Iteration 58Q: 3 clusters Score -2.239516e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172304 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -22395168.000000 Penalty: 6034.841797
	Iteration 59Q: 3 clusters Score -2.239517e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -22395152.000000 Penalty: 6034.841797
	Iteration 60F: 3 clusters Score -2.239515e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172580 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -22395176.000000 Penalty: 6034.841797
	Iteration 61Q: 3 clusters Score -2.239518e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172710 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -22395180.000000 Penalty: 6034.841797
	Iteration 62Q: 3 clusters Score -2.239518e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172828 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -22395160.000000 Penalty: 6034.841797
	Iteration 63Q: 3 clusters Score -2.239516e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172953 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -22395122.000000 Penalty: 6034.841797
	Iteration 64Q: 3 clusters Score -2.239512e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173051 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -22395114.000000 Penalty: 6034.841797
	Iteration 65Q: 3 clusters Score -2.239511e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173123 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -22395126.000000 Penalty: 6034.841797
	Iteration 66Q: 3 clusters Score -2.239513e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173192 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -22395122.000000 Penalty: 6034.841797
	Iteration 67Q: 3 clusters Score -2.239512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173257 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -22395134.000000 Penalty: 6034.841797
	Iteration 68Q: 3 clusters Score -2.239513e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173325 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -22395150.000000 Penalty: 6034.841797
	Iteration 69Q: 3 clusters Score -2.239515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173397 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -22395144.000000 Penalty: 6034.841797
	Iteration 70Q: 3 clusters Score -2.239514e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -22395126.000000 Penalty: 6034.841797
	Iteration 71Q: 3 clusters Score -2.239513e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173545 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -22395144.000000 Penalty: 6034.841797
	Iteration 72Q: 3 clusters Score -2.239514e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173618 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -22395128.000000 Penalty: 6034.841797
	Iteration 73Q: 3 clusters Score -2.239513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173699 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -22395128.000000 Penalty: 6034.841797
	Iteration 74Q: 3 clusters Score -2.239513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173782 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -22395120.000000 Penalty: 6034.841797
	Iteration 75Q: 3 clusters Score -2.239512e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173869 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -22395128.000000 Penalty: 6034.841797
	Iteration 76Q: 3 clusters Score -2.239513e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173944 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -22395104.000000 Penalty: 6034.841797
	Iteration 77Q: 3 clusters Score -2.23951e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -22395046.000000 Penalty: 6034.841797
	Iteration 78Q: 3 clusters Score -2.239505e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174127 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -22395036.000000 Penalty: 6034.841797
	Iteration 79Q: 3 clusters Score -2.239504e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174236 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -22395036.000000 Penalty: 6034.841797
	Iteration 80F: 3 clusters Score -2.239504e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174348 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -22395036.000000 Penalty: 6034.841797
	Iteration 81Q: 3 clusters Score -2.239504e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -22395032.000000 Penalty: 6034.841797
	Iteration 82Q: 3 clusters Score -2.239503e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -22395010.000000 Penalty: 6034.841797
	Iteration 83Q: 3 clusters Score -2.239501e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -22395010.000000 Penalty: 6034.841797
	Iteration 84Q: 3 clusters Score -2.239501e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -22395006.000000 Penalty: 6034.841797
	Iteration 85Q: 3 clusters Score -2.239501e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -22395016.000000 Penalty: 6034.841797
	Iteration 86Q: 3 clusters Score -2.239502e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174828 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -22395016.000000 Penalty: 6034.841797
	Iteration 87Q: 3 clusters Score -2.239502e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174888 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -22395018.000000 Penalty: 6034.841797
	Iteration 88Q: 3 clusters Score -2.239502e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174949 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -22395008.000000 Penalty: 6034.841797
	Iteration 89Q: 3 clusters Score -2.239501e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175008 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -22395024.000000 Penalty: 6034.841797
	Iteration 90Q: 3 clusters Score -2.239502e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -22394978.000000 Penalty: 6034.841797
	Iteration 91Q: 3 clusters Score -2.239498e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175107 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -22395012.000000 Penalty: 6034.841797
	Iteration 92Q: 3 clusters Score -2.239501e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175171 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -22395024.000000 Penalty: 6034.841797
	Iteration 93Q: 3 clusters Score -2.239502e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175227 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -22395048.000000 Penalty: 6034.841797
	Iteration 94Q: 3 clusters Score -2.239505e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -22395036.000000 Penalty: 6034.841797
	Iteration 95Q: 3 clusters Score -2.239504e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175349 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -22395056.000000 Penalty: 6034.841797
	Iteration 96Q: 3 clusters Score -2.239506e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175411 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -22395046.000000 Penalty: 6034.841797
	Iteration 97Q: 3 clusters Score -2.239505e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -22395032.000000 Penalty: 6034.841797
	Iteration 98Q: 3 clusters Score -2.239503e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175535 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -22395004.000000 Penalty: 6034.841797
	Iteration 99Q: 3 clusters Score -2.2395e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175589 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -22395006.000000 Penalty: 6034.841797
	Iteration 100F: 3 clusters Score -2.239501e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -22394982.000000 Penalty: 6034.841797
	Iteration 101Q: 3 clusters Score -2.239498e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -22394976.000000 Penalty: 6034.841797
	Iteration 102Q: 3 clusters Score -2.239498e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175727 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -22394996.000000 Penalty: 6034.841797
	Iteration 103Q: 3 clusters Score -2.2395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175767 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -22394996.000000 Penalty: 6034.841797
	Iteration 104Q: 3 clusters Score -2.2395e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175803 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -22394978.000000 Penalty: 6034.841797
	Iteration 105Q: 3 clusters Score -2.239498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -22394966.000000 Penalty: 6034.841797
	Iteration 106Q: 3 clusters Score -2.239497e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175880 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -22394950.000000 Penalty: 6034.841797
	Iteration 107Q: 3 clusters Score -2.239495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175913 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -22394988.000000 Penalty: 6034.841797
	Iteration 108Q: 3 clusters Score -2.239499e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175948 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -22394952.000000 Penalty: 6034.841797
	Iteration 109Q: 3 clusters Score -2.239495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175986 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -22394950.000000 Penalty: 6034.841797
	Iteration 110Q: 3 clusters Score -2.239495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -22394960.000000 Penalty: 6034.841797
	Iteration 111Q: 3 clusters Score -2.239496e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176046 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -22394942.000000 Penalty: 6034.841797
	Iteration 112Q: 3 clusters Score -2.239494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -22394960.000000 Penalty: 6034.841797
	Iteration 113Q: 3 clusters Score -2.239496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176101 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -22394956.000000 Penalty: 6034.841797
	Iteration 114Q: 3 clusters Score -2.239496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176128 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -22394966.000000 Penalty: 6034.841797
	Iteration 115Q: 3 clusters Score -2.239497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176162 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -22394966.000000 Penalty: 6034.841797
	Iteration 116Q: 3 clusters Score -2.239497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176195 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -22394948.000000 Penalty: 6034.841797
	Iteration 117Q: 3 clusters Score -2.239495e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176228 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -22394952.000000 Penalty: 6034.841797
	Iteration 118Q: 3 clusters Score -2.239495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176249 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -22394946.000000 Penalty: 6034.841797
	Iteration 119Q: 3 clusters Score -2.239495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176268 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -22394962.000000 Penalty: 6034.841797
	Iteration 120F: 3 clusters Score -2.239496e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -22394972.000000 Penalty: 6034.841797
	Iteration 121Q: 3 clusters Score -2.239497e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176323 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -22394974.000000 Penalty: 6034.841797
	Iteration 122Q: 3 clusters Score -2.239497e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176353 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -22394960.000000 Penalty: 6034.841797
	Iteration 123Q: 3 clusters Score -2.239496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176389 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -22394976.000000 Penalty: 6034.841797
	Iteration 124Q: 3 clusters Score -2.239498e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176418 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -22394952.000000 Penalty: 6034.841797
	Iteration 125Q: 3 clusters Score -2.239495e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176442 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -22394946.000000 Penalty: 6034.841797
	Iteration 126Q: 3 clusters Score -2.239495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -22394930.000000 Penalty: 6034.841797
	Iteration 127Q: 3 clusters Score -2.239493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -22394926.000000 Penalty: 6034.841797
	Iteration 128Q: 3 clusters Score -2.239493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -22394926.000000 Penalty: 6034.841797
	Iteration 129Q: 3 clusters Score -2.239493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176533 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -22394914.000000 Penalty: 6034.841797
	Iteration 130Q: 3 clusters Score -2.239491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176555 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -22394908.000000 Penalty: 6034.841797
	Iteration 131Q: 3 clusters Score -2.239491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176580 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -22394892.000000 Penalty: 6034.841797
	Iteration 132Q: 3 clusters Score -2.239489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176604 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -22394884.000000 Penalty: 6034.841797
	Iteration 133Q: 3 clusters Score -2.239488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176628 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 6034.841797
	Iteration 134Q: 3 clusters Score -2.239487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176652 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -22394864.000000 Penalty: 6034.841797
	Iteration 135Q: 3 clusters Score -2.239486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -22394860.000000 Penalty: 6034.841797
	Iteration 136Q: 3 clusters Score -2.239486e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176700 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -22394876.000000 Penalty: 6034.841797
	Iteration 137Q: 3 clusters Score -2.239488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176721 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -22394876.000000 Penalty: 6034.841797
	Iteration 138Q: 3 clusters Score -2.239488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176747 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -22394882.000000 Penalty: 6034.841797
	Iteration 139Q: 3 clusters Score -2.239488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176772 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -22394894.000000 Penalty: 6034.841797
	Iteration 140F: 3 clusters Score -2.239489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -22394894.000000 Penalty: 6034.841797
	Iteration 141Q: 3 clusters Score -2.239489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176808 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 6034.841797
	Iteration 142Q: 3 clusters Score -2.239487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176830 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -22394866.000000 Penalty: 6034.841797
	Iteration 143Q: 3 clusters Score -2.239487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176848 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -22394860.000000 Penalty: 6034.841797
	Iteration 144Q: 3 clusters Score -2.239486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176870 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 6034.841797
	Iteration 145Q: 3 clusters Score -2.239487e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176896 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -22394862.000000 Penalty: 6034.841797
	Iteration 146Q: 3 clusters Score -2.239486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176919 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -22394866.000000 Penalty: 6034.841797
	Iteration 147Q: 3 clusters Score -2.239487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176934 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -22394862.000000 Penalty: 6034.841797
	Iteration 148Q: 3 clusters Score -2.239486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176950 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -22394864.000000 Penalty: 6034.841797
	Iteration 149Q: 3 clusters Score -2.239486e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176964 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -22394864.000000 Penalty: 6034.841797
	Iteration 150Q: 3 clusters Score -2.239486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176975 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 6034.841797
	Iteration 151Q: 3 clusters Score -2.239487e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176987 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -22394892.000000 Penalty: 6034.841797
	Iteration 152Q: 3 clusters Score -2.239489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176998 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -22394894.000000 Penalty: 6034.841797
	Iteration 153Q: 3 clusters Score -2.239489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177012 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -22394898.000000 Penalty: 6034.841797
	Iteration 154Q: 3 clusters Score -2.23949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177019 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -22394894.000000 Penalty: 6034.841797
	Iteration 155Q: 3 clusters Score -2.239489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -22394904.000000 Penalty: 6034.841797
	Iteration 156Q: 3 clusters Score -2.23949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177051 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -22394898.000000 Penalty: 6034.841797
	Iteration 157Q: 3 clusters Score -2.23949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177072 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -22394892.000000 Penalty: 6034.841797
	Iteration 158Q: 3 clusters Score -2.239489e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -22394888.000000 Penalty: 6034.841797
	Iteration 159Q: 3 clusters Score -2.239489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -22394888.000000 Penalty: 6034.841797
	Iteration 160F: 3 clusters Score -2.239489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177125 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -22394904.000000 Penalty: 6034.841797
	Iteration 161Q: 3 clusters Score -2.23949e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177138 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -22394908.000000 Penalty: 6034.841797
	Iteration 162Q: 3 clusters Score -2.239491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -22394904.000000 Penalty: 6034.841797
	Iteration 163Q: 3 clusters Score -2.23949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177161 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -22394894.000000 Penalty: 6034.841797
	Iteration 164Q: 3 clusters Score -2.239489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177169 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -22394910.000000 Penalty: 6034.841797
	Iteration 165Q: 3 clusters Score -2.239491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177181 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -22394920.000000 Penalty: 6034.841797
	Iteration 166Q: 3 clusters Score -2.239492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177188 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -22394926.000000 Penalty: 6034.841797
	Iteration 167Q: 3 clusters Score -2.239493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177195 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -22394926.000000 Penalty: 6034.841797
	Iteration 168Q: 3 clusters Score -2.239493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177200 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -22394930.000000 Penalty: 6034.841797
	Iteration 169Q: 3 clusters Score -2.239493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177205 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -22394938.000000 Penalty: 6034.841797
	Iteration 170Q: 3 clusters Score -2.239494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177209 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -22394922.000000 Penalty: 6034.841797
	Iteration 171Q: 3 clusters Score -2.239492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177212 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -22394920.000000 Penalty: 6034.841797
	Iteration 172Q: 3 clusters Score -2.239492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177218 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -22394918.000000 Penalty: 6034.841797
	Iteration 173Q: 3 clusters Score -2.239492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -22394916.000000 Penalty: 6034.841797
	Iteration 174Q: 3 clusters Score -2.239492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177234 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -22394912.000000 Penalty: 6034.841797
	Iteration 175Q: 3 clusters Score -2.239491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177240 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -22394914.000000 Penalty: 6034.841797
	Iteration 176Q: 3 clusters Score -2.239491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177247 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -22394904.000000 Penalty: 6034.841797
	Iteration 177Q: 3 clusters Score -2.23949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177253 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -22394886.000000 Penalty: 6034.841797
	Iteration 178Q: 3 clusters Score -2.239489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177263 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -22394880.000000 Penalty: 6034.841797
	Iteration 179Q: 3 clusters Score -2.239488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177276 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 6034.841797
	Iteration 180F: 3 clusters Score -2.239487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177282 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 6034.841797
	Iteration 181Q: 3 clusters Score -2.239487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177288 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -22394882.000000 Penalty: 6034.841797
	Iteration 182Q: 3 clusters Score -2.239488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177296 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -22394890.000000 Penalty: 6034.841797
	Iteration 183Q: 3 clusters Score -2.239489e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177305 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -22394884.000000 Penalty: 6034.841797
	Iteration 184Q: 3 clusters Score -2.239488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177310 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -22394886.000000 Penalty: 6034.841797
	Iteration 185Q: 3 clusters Score -2.239489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177313 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -22394886.000000 Penalty: 6034.841797
	Iteration 186Q: 3 clusters Score -2.239489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177318 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -22394872.000000 Penalty: 6034.841797
	Iteration 187Q: 3 clusters Score -2.239487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177323 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -22394874.000000 Penalty: 6034.841797
	Iteration 188Q: 3 clusters Score -2.239487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177331 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -22394870.000000 Penalty: 6034.841797
	Iteration 189Q: 3 clusters Score -2.239487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177340 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -22394870.000000 Penalty: 6034.841797
	Iteration 190Q: 3 clusters Score -2.239487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177349 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -22394850.000000 Penalty: 6034.841797
	Iteration 191Q: 3 clusters Score -2.239485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -22394854.000000 Penalty: 6034.841797
	Iteration 192Q: 3 clusters Score -2.239485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177353 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -22394858.000000 Penalty: 6034.841797
	Iteration 193Q: 3 clusters Score -2.239486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177354 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -22394850.000000 Penalty: 6034.841797
	Iteration 194Q: 3 clusters Score -2.239485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177355 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -22394846.000000 Penalty: 6034.841797
	Iteration 195Q: 3 clusters Score -2.239485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177355 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -22394846.000000 Penalty: 6034.841797
	Iteration 196F: 3 clusters Score -2.239485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Entering Unmasked Estep 
Score: -1029128.062500 Penalty: 2261.074951
	Iteration 0F: 2 clusters Score -1029128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1022048.312500 Penalty: 4522.149902
	Iteration 0F: 3 clusters Score -1022048 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1024025.687500 Penalty: 4522.149902
	Iteration 1F: 3 clusters Score -1024026 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1024399.062500 Penalty: 4522.149902
	Iteration 2F: 3 clusters Score -1024399 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1024687.937500 Penalty: 4522.149902
	Iteration 3F: 3 clusters Score -1024688 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1024906.375000 Penalty: 4522.149902
	Iteration 4Q: 3 clusters Score -1024906 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1025124.125000 Penalty: 4522.149902
	Iteration 5Q: 3 clusters Score -1025124 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1025339.812500 Penalty: 4522.149902
	Iteration 6Q: 3 clusters Score -1025340 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1025540.500000 Penalty: 4522.149902
	Iteration 7Q: 3 clusters Score -1025540 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1025723.187500 Penalty: 4522.149902
	Iteration 8Q: 3 clusters Score -1025723 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1025856.125000 Penalty: 4522.149902
	Iteration 9Q: 3 clusters Score -1025856 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1025953.000000 Penalty: 4522.149902
	Iteration 10Q: 3 clusters Score -1025953 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1026035.312500 Penalty: 4522.149902
	Iteration 11Q: 3 clusters Score -1026035 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1026103.062500 Penalty: 4522.149902
	Iteration 12Q: 3 clusters Score -1026103 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1026159.562500 Penalty: 4522.149902
	Iteration 13Q: 3 clusters Score -1026160 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1026211.562500 Penalty: 4522.149902
	Iteration 14Q: 3 clusters Score -1026212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1026258.437500 Penalty: 4522.149902
	Iteration 15Q: 3 clusters Score -1026258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1026303.812500 Penalty: 4522.149902
	Iteration 16Q: 3 clusters Score -1026304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1026347.375000 Penalty: 4522.149902
	Iteration 17Q: 3 clusters Score -1026347 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1026382.250000 Penalty: 4522.149902
	Iteration 18Q: 3 clusters Score -1026382 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1026419.625000 Penalty: 4522.149902
	Iteration 19Q: 3 clusters Score -1026420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1026456.375000 Penalty: 4522.149902
	Iteration 20F: 3 clusters Score -1026456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1026485.562500 Penalty: 4522.149902
	Iteration 21Q: 3 clusters Score -1026486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1026513.187500 Penalty: 4522.149902
	Iteration 22Q: 3 clusters Score -1026513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1026537.750000 Penalty: 4522.149902
	Iteration 23Q: 3 clusters Score -1026538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1026568.812500 Penalty: 4522.149902
	Iteration 24Q: 3 clusters Score -1026569 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1026601.875000 Penalty: 4522.149902
	Iteration 25Q: 3 clusters Score -1026602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1026637.687500 Penalty: 4522.149902
	Iteration 26Q: 3 clusters Score -1026638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1026667.312500 Penalty: 4522.149902
	Iteration 27Q: 3 clusters Score -1026667 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1026696.937500 Penalty: 4522.149902
	Iteration 28Q: 3 clusters Score -1026697 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1026725.250000 Penalty: 4522.149902
	Iteration 29Q: 3 clusters Score -1026725 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1026758.250000 Penalty: 4522.149902
	Iteration 30Q: 3 clusters Score -1026758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1026792.312500 Penalty: 4522.149902
	Iteration 31Q: 3 clusters Score -1026792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1026833.312500 Penalty: 4522.149902
	Iteration 32Q: 3 clusters Score -1026833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1026872.187500 Penalty: 4522.149902
	Iteration 33Q: 3 clusters Score -1026872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1026914.500000 Penalty: 4522.149902
	Iteration 34Q: 3 clusters Score -1026914 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1026955.375000 Penalty: 4522.149902
	Iteration 35Q: 3 clusters Score -1026955 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1026985.875000 Penalty: 4522.149902
	Iteration 36Q: 3 clusters Score -1026986 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1027022.562500 Penalty: 4522.149902
	Iteration 37Q: 3 clusters Score -1027023 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1027057.500000 Penalty: 4522.149902
	Iteration 38Q: 3 clusters Score -1027058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1027083.625000 Penalty: 4522.149902
	Iteration 39Q: 3 clusters Score -1027084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1027103.312500 Penalty: 4522.149902
	Iteration 40F: 3 clusters Score -1027103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1027121.250000 Penalty: 4522.149902
	Iteration 41Q: 3 clusters Score -1027121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1027141.625000 Penalty: 4522.149902
	Iteration 42Q: 3 clusters Score -1027142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1027161.312500 Penalty: 4522.149902
	Iteration 43Q: 3 clusters Score -1027161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1027180.312500 Penalty: 4522.149902
	Iteration 44Q: 3 clusters Score -1027180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1027195.750000 Penalty: 4522.149902
	Iteration 45Q: 3 clusters Score -1027196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1027208.062500 Penalty: 4522.149902
	Iteration 46Q: 3 clusters Score -1027208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1027217.687500 Penalty: 4522.149902
	Iteration 47Q: 3 clusters Score -1027218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1027228.187500 Penalty: 4522.149902
	Iteration 48Q: 3 clusters Score -1027228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1027231.750000 Penalty: 4522.149902
	Iteration 49Q: 3 clusters Score -1027232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1027236.125000 Penalty: 4522.149902
	Iteration 50Q: 3 clusters Score -1027236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1027241.062500 Penalty: 4522.149902
	Iteration 51Q: 3 clusters Score -1027241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1027244.000000 Penalty: 4522.149902
	Iteration 52Q: 3 clusters Score -1027244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1027246.625000 Penalty: 4522.149902
	Iteration 53Q: 3 clusters Score -1027247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1027246.312500 Penalty: 4522.149902
	Iteration 54Q: 3 clusters Score -1027246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1027246.000000 Penalty: 4522.149902
	Iteration 55Q: 3 clusters Score -1027246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1027246.000000 Penalty: 4522.149902
	Iteration 56F: 3 clusters Score -1027246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -37171.960938 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -37171.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35818.382812 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -35818.38 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36150.289062 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -36150.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36290.632812 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -36290.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36346.164062 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -36346.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36407.539062 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -36407.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36460.000000 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -36460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36472.769531 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -36472.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36478.265625 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -36478.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36495.917969 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -36495.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36501.585938 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -36501.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36504.210938 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -36504.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36504.957031 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -36504.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36504.957031 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -36504.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Entering Unmasked Estep 
Score: -4804508.000000 Penalty: 2636.682617
	Iteration 0F: 2 clusters Score -4804508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4776366.500000 Penalty: 5273.365234
	Iteration 0F: 3 clusters Score -4776366 nChanged 19219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -4787452.500000 Penalty: 5273.365234
	Iteration 1F: 3 clusters Score -4787452 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4788331.500000 Penalty: 5273.365234
	Iteration 2F: 3 clusters Score -4788332 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4789341.000000 Penalty: 5273.365234
	Iteration 3F: 3 clusters Score -4789341 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4790563.000000 Penalty: 5273.365234
	Iteration 4F: 3 clusters Score -4790563 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -4791800.000000 Penalty: 5273.365234
	Iteration 5F: 3 clusters Score -4791800 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -4792831.500000 Penalty: 5273.365234
	Iteration 6F: 3 clusters Score -4792832 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4793519.000000 Penalty: 5273.365234
	Iteration 7Q: 3 clusters Score -4793519 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -4794038.000000 Penalty: 5273.365234
	Iteration 8Q: 3 clusters Score -4794038 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -4794431.500000 Penalty: 5273.365234
	Iteration 9Q: 3 clusters Score -4794432 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -4794725.000000 Penalty: 5273.365234
	Iteration 10Q: 3 clusters Score -4794725 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4794915.500000 Penalty: 5273.365234
	Iteration 11Q: 3 clusters Score -4794916 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -4795142.500000 Penalty: 5273.365234
	Iteration 12Q: 3 clusters Score -4795142 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -4795350.500000 Penalty: 5273.365234
	Iteration 13Q: 3 clusters Score -4795350 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -4795526.000000 Penalty: 5273.365234
	Iteration 14Q: 3 clusters Score -4795526 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -4795760.000000 Penalty: 5273.365234
	Iteration 15Q: 3 clusters Score -4795760 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4796066.500000 Penalty: 5273.365234
	Iteration 16Q: 3 clusters Score -4796066 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -4796450.000000 Penalty: 5273.365234
	Iteration 17Q: 3 clusters Score -4796450 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4796936.000000 Penalty: 5273.365234
	Iteration 18Q: 3 clusters Score -4796936 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -4797604.500000 Penalty: 5273.365234
	Iteration 19Q: 3 clusters Score -4797604 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4798284.500000 Penalty: 5273.365234
	Iteration 20F: 3 clusters Score -4798284 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4799043.500000 Penalty: 5273.365234
	Iteration 21Q: 3 clusters Score -4799044 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -4799836.500000 Penalty: 5273.365234
	Iteration 22Q: 3 clusters Score -4799836 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4800524.500000 Penalty: 5273.365234
	Iteration 23Q: 3 clusters Score -4800524 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -4801029.500000 Penalty: 5273.365234
	Iteration 24Q: 3 clusters Score -4801030 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4801441.000000 Penalty: 5273.365234
	Iteration 25Q: 3 clusters Score -4801441 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -4801721.000000 Penalty: 5273.365234
	Iteration 26Q: 3 clusters Score -4801721 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4801949.500000 Penalty: 5273.365234
	Iteration 27Q: 3 clusters Score -4801950 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -4802086.000000 Penalty: 5273.365234
	Iteration 28Q: 3 clusters Score -4802086 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -4802182.500000 Penalty: 5273.365234
	Iteration 29Q: 3 clusters Score -4802182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4802218.000000 Penalty: 5273.365234
	Iteration 30Q: 3 clusters Score -4802218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -4802249.000000 Penalty: 5273.365234
	Iteration 31Q: 3 clusters Score -4802249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -4802288.000000 Penalty: 5273.365234
	Iteration 32Q: 3 clusters Score -4802288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -4802307.500000 Penalty: 5273.365234
	Iteration 33Q: 3 clusters Score -4802308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -4802322.000000 Penalty: 5273.365234
	Iteration 34Q: 3 clusters Score -4802322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -4802327.000000 Penalty: 5273.365234
	Iteration 35Q: 3 clusters Score -4802327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -4802332.500000 Penalty: 5273.365234
	Iteration 36Q: 3 clusters Score -4802332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -4802335.000000 Penalty: 5273.365234
	Iteration 37Q: 3 clusters Score -4802335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -4802354.500000 Penalty: 5273.365234
	Iteration 38Q: 3 clusters Score -4802354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -4802355.500000 Penalty: 5273.365234
	Iteration 39Q: 3 clusters Score -4802356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -4802368.500000 Penalty: 5273.365234
	Iteration 40F: 3 clusters Score -4802368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -4802375.500000 Penalty: 5273.365234
	Iteration 41Q: 3 clusters Score -4802376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -4802386.000000 Penalty: 5273.365234
	Iteration 42Q: 3 clusters Score -4802386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -4802393.500000 Penalty: 5273.365234
	Iteration 43Q: 3 clusters Score -4802394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -4802398.000000 Penalty: 5273.365234
	Iteration 44Q: 3 clusters Score -4802398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -4802397.500000 Penalty: 5273.365234
	Iteration 45Q: 3 clusters Score -4802398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -4802399.000000 Penalty: 5273.365234
	Iteration 46Q: 3 clusters Score -4802399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -4802401.000000 Penalty: 5273.365234
	Iteration 47Q: 3 clusters Score -4802401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -4802410.000000 Penalty: 5273.365234
	Iteration 48Q: 3 clusters Score -4802410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -4802405.000000 Penalty: 5273.365234
	Iteration 49Q: 3 clusters Score -4802405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4802407.000000 Penalty: 5273.365234
	Iteration 50Q: 3 clusters Score -4802407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -4802405.500000 Penalty: 5273.365234
	Iteration 51Q: 3 clusters Score -4802406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4802403.500000 Penalty: 5273.365234
	Iteration 52Q: 3 clusters Score -4802404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -4802407.500000 Penalty: 5273.365234
	Iteration 53Q: 3 clusters Score -4802408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -4802415.500000 Penalty: 5273.365234
	Iteration 54Q: 3 clusters Score -4802416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4802421.000000 Penalty: 5273.365234
	Iteration 55Q: 3 clusters Score -4802421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4802427.500000 Penalty: 5273.365234
	Iteration 56Q: 3 clusters Score -4802428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -4802432.000000 Penalty: 5273.365234
	Iteration 57Q: 3 clusters Score -4802432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -4802432.000000 Penalty: 5273.365234
	Iteration 58Q: 3 clusters Score -4802432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -4802432.000000 Penalty: 5273.365234
	Iteration 59F: 3 clusters Score -4802432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Entering Unmasked Estep 
Score: -1290871.250000 Penalty: 2324.306641
	Iteration 0F: 2 clusters Score -1290871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1282059.625000 Penalty: 4648.613281
	Iteration 0F: 3 clusters Score -1282060 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1285038.125000 Penalty: 4648.613281
	Iteration 1F: 3 clusters Score -1285038 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1285694.500000 Penalty: 4648.613281
	Iteration 2F: 3 clusters Score -1285694 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1286307.625000 Penalty: 4648.613281
	Iteration 3F: 3 clusters Score -1286308 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1286851.125000 Penalty: 4648.613281
	Iteration 4F: 3 clusters Score -1286851 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1287305.000000 Penalty: 4648.613281
	Iteration 5F: 3 clusters Score -1287305 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1287632.625000 Penalty: 4648.613281
	Iteration 6Q: 3 clusters Score -1287633 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1287885.750000 Penalty: 4648.613281
	Iteration 7Q: 3 clusters Score -1287886 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1288090.750000 Penalty: 4648.613281
	Iteration 8Q: 3 clusters Score -1288091 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1288280.875000 Penalty: 4648.613281
	Iteration 9Q: 3 clusters Score -1288281 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1288472.000000 Penalty: 4648.613281
	Iteration 10Q: 3 clusters Score -1288472 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1288651.875000 Penalty: 4648.613281
	Iteration 11Q: 3 clusters Score -1288652 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1288800.250000 Penalty: 4648.613281
	Iteration 12Q: 3 clusters Score -1288800 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1288899.000000 Penalty: 4648.613281
	Iteration 13Q: 3 clusters Score -1288899 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1288979.000000 Penalty: 4648.613281
	Iteration 14Q: 3 clusters Score -1288979 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1289029.875000 Penalty: 4648.613281
	Iteration 15Q: 3 clusters Score -1289030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1289069.000000 Penalty: 4648.613281
	Iteration 16Q: 3 clusters Score -1289069 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1289100.125000 Penalty: 4648.613281
	Iteration 17Q: 3 clusters Score -1289100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1289136.625000 Penalty: 4648.613281
	Iteration 18Q: 3 clusters Score -1289137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1289169.625000 Penalty: 4648.613281
	Iteration 19Q: 3 clusters Score -1289170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1289203.250000 Penalty: 4648.613281
	Iteration 20F: 3 clusters Score -1289203 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1289231.750000 Penalty: 4648.613281
	Iteration 21Q: 3 clusters Score -1289232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1289261.000000 Penalty: 4648.613281
	Iteration 22Q: 3 clusters Score -1289261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1289297.375000 Penalty: 4648.613281
	Iteration 23Q: 3 clusters Score -1289297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1289339.375000 Penalty: 4648.613281
	Iteration 24Q: 3 clusters Score -1289339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1289372.000000 Penalty: 4648.613281
	Iteration 25Q: 3 clusters Score -1289372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1289395.125000 Penalty: 4648.613281
	Iteration 26Q: 3 clusters Score -1289395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1289415.875000 Penalty: 4648.613281
	Iteration 27Q: 3 clusters Score -1289416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1289436.375000 Penalty: 4648.613281
	Iteration 28Q: 3 clusters Score -1289436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1289455.500000 Penalty: 4648.613281
	Iteration 29Q: 3 clusters Score -1289456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1289467.375000 Penalty: 4648.613281
	Iteration 30Q: 3 clusters Score -1289467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1289473.500000 Penalty: 4648.613281
	Iteration 31Q: 3 clusters Score -1289474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1289482.375000 Penalty: 4648.613281
	Iteration 32Q: 3 clusters Score -1289482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1289487.000000 Penalty: 4648.613281
	Iteration 33Q: 3 clusters Score -1289487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1289489.500000 Penalty: 4648.613281
	Iteration 34Q: 3 clusters Score -1289490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1289496.750000 Penalty: 4648.613281
	Iteration 35Q: 3 clusters Score -1289497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1289497.750000 Penalty: 4648.613281
	Iteration 36Q: 3 clusters Score -1289498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1289498.500000 Penalty: 4648.613281
	Iteration 37Q: 3 clusters Score -1289498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1289503.750000 Penalty: 4648.613281
	Iteration 38Q: 3 clusters Score -1289504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1289505.375000 Penalty: 4648.613281
	Iteration 39Q: 3 clusters Score -1289505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1289506.125000 Penalty: 4648.613281
	Iteration 40F: 3 clusters Score -1289506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1289507.750000 Penalty: 4648.613281
	Iteration 41Q: 3 clusters Score -1289508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1289508.750000 Penalty: 4648.613281
	Iteration 42Q: 3 clusters Score -1289509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1289508.875000 Penalty: 4648.613281
	Iteration 43Q: 3 clusters Score -1289509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1289511.375000 Penalty: 4648.613281
	Iteration 44Q: 3 clusters Score -1289511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1289514.250000 Penalty: 4648.613281
	Iteration 45Q: 3 clusters Score -1289514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1289519.875000 Penalty: 4648.613281
	Iteration 46Q: 3 clusters Score -1289520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1289522.375000 Penalty: 4648.613281
	Iteration 47Q: 3 clusters Score -1289522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1289524.000000 Penalty: 4648.613281
	Iteration 48Q: 3 clusters Score -1289524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1289526.375000 Penalty: 4648.613281
	Iteration 49Q: 3 clusters Score -1289526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1289526.000000 Penalty: 4648.613281
	Iteration 50Q: 3 clusters Score -1289526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1289528.500000 Penalty: 4648.613281
	Iteration 51Q: 3 clusters Score -1289528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1289529.000000 Penalty: 4648.613281
	Iteration 52Q: 3 clusters Score -1289529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1289528.250000 Penalty: 4648.613281
	Iteration 53Q: 3 clusters Score -1289528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1289531.375000 Penalty: 4648.613281
	Iteration 54Q: 3 clusters Score -1289531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1289531.375000 Penalty: 4648.613281
	Iteration 55F: 3 clusters Score -1289531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -577595.125000 Penalty: 2125.494873
	Iteration 0F: 2 clusters Score -577595.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -572870.500000 Penalty: 4250.989746
	Iteration 0F: 3 clusters Score -572870.5 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -574138.437500 Penalty: 4250.989746
	Iteration 1F: 3 clusters Score -574138.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -574423.937500 Penalty: 4250.989746
	Iteration 2F: 3 clusters Score -574423.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -574758.125000 Penalty: 4250.989746
	Iteration 3F: 3 clusters Score -574758.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -575239.250000 Penalty: 4250.989746
	Iteration 4F: 3 clusters Score -575239.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -575814.187500 Penalty: 4250.989746
	Iteration 5F: 3 clusters Score -575814.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -576254.437500 Penalty: 4250.989746
	Iteration 6F: 3 clusters Score -576254.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -576565.875000 Penalty: 4250.989746
	Iteration 7F: 3 clusters Score -576565.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -576774.500000 Penalty: 4250.989746
	Iteration 8Q: 3 clusters Score -576774.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -576899.812500 Penalty: 4250.989746
	Iteration 9Q: 3 clusters Score -576899.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -576976.437500 Penalty: 4250.989746
	Iteration 10Q: 3 clusters Score -576976.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -577028.437500 Penalty: 4250.989746
	Iteration 11Q: 3 clusters Score -577028.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -577069.187500 Penalty: 4250.989746
	Iteration 12Q: 3 clusters Score -577069.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -577086.687500 Penalty: 4250.989746
	Iteration 13Q: 3 clusters Score -577086.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -577092.875000 Penalty: 4250.989746
	Iteration 14Q: 3 clusters Score -577092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -577103.312500 Penalty: 4250.989746
	Iteration 15Q: 3 clusters Score -577103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -577109.687500 Penalty: 4250.989746
	Iteration 16Q: 3 clusters Score -577109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -577112.687500 Penalty: 4250.989746
	Iteration 17Q: 3 clusters Score -577112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -577112.812500 Penalty: 4250.989746
	Iteration 18Q: 3 clusters Score -577112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -577113.500000 Penalty: 4250.989746
	Iteration 19Q: 3 clusters Score -577113.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -577117.750000 Penalty: 4250.989746
	Iteration 20F: 3 clusters Score -577117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -577117.687500 Penalty: 4250.989746
	Iteration 21Q: 3 clusters Score -577117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -577117.687500 Penalty: 4250.989746
	Iteration 22F: 3 clusters Score -577117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Entering Unmasked Estep 
Score: -1578363.625000 Penalty: 2356.746338
	Iteration 0F: 2 clusters Score -1578364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1568499.250000 Penalty: 4713.492676
	Iteration 0F: 3 clusters Score -1568499 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1571553.125000 Penalty: 4713.492676
	Iteration 1F: 3 clusters Score -1571553 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1571976.875000 Penalty: 4713.492676
	Iteration 2F: 3 clusters Score -1571977 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1572376.000000 Penalty: 4713.492676
	Iteration 3F: 3 clusters Score -1572376 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1572752.000000 Penalty: 4713.492676
	Iteration 4Q: 3 clusters Score -1572752 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1573166.750000 Penalty: 4713.492676
	Iteration 5Q: 3 clusters Score -1573167 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1573606.125000 Penalty: 4713.492676
	Iteration 6Q: 3 clusters Score -1573606 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1574047.750000 Penalty: 4713.492676
	Iteration 7Q: 3 clusters Score -1574048 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1574524.625000 Penalty: 4713.492676
	Iteration 8Q: 3 clusters Score -1574525 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1574933.375000 Penalty: 4713.492676
	Iteration 9Q: 3 clusters Score -1574933 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1575259.375000 Penalty: 4713.492676
	Iteration 10Q: 3 clusters Score -1575259 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1575496.250000 Penalty: 4713.492676
	Iteration 11Q: 3 clusters Score -1575496 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1575651.375000 Penalty: 4713.492676
	Iteration 12Q: 3 clusters Score -1575651 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1575754.500000 Penalty: 4713.492676
	Iteration 13Q: 3 clusters Score -1575754 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1575841.000000 Penalty: 4713.492676
	Iteration 14Q: 3 clusters Score -1575841 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1575901.250000 Penalty: 4713.492676
	Iteration 15Q: 3 clusters Score -1575901 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1575947.625000 Penalty: 4713.492676
	Iteration 16Q: 3 clusters Score -1575948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1575990.125000 Penalty: 4713.492676
	Iteration 17Q: 3 clusters Score -1575990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1576025.000000 Penalty: 4713.492676
	Iteration 18Q: 3 clusters Score -1576025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1576065.250000 Penalty: 4713.492676
	Iteration 19Q: 3 clusters Score -1576065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1576100.500000 Penalty: 4713.492676
	Iteration 20F: 3 clusters Score -1576100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1576129.500000 Penalty: 4713.492676
	Iteration 21Q: 3 clusters Score -1576130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1576149.250000 Penalty: 4713.492676
	Iteration 22Q: 3 clusters Score -1576149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1576165.250000 Penalty: 4713.492676
	Iteration 23Q: 3 clusters Score -1576165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1576174.750000 Penalty: 4713.492676
	Iteration 24Q: 3 clusters Score -1576175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1576190.000000 Penalty: 4713.492676
	Iteration 25Q: 3 clusters Score -1576190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1576200.125000 Penalty: 4713.492676
	Iteration 26Q: 3 clusters Score -1576200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1576212.875000 Penalty: 4713.492676
	Iteration 27Q: 3 clusters Score -1576213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1576221.625000 Penalty: 4713.492676
	Iteration 28Q: 3 clusters Score -1576222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1576231.250000 Penalty: 4713.492676
	Iteration 29Q: 3 clusters Score -1576231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1576237.375000 Penalty: 4713.492676
	Iteration 30Q: 3 clusters Score -1576237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1576244.250000 Penalty: 4713.492676
	Iteration 31Q: 3 clusters Score -1576244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1576254.125000 Penalty: 4713.492676
	Iteration 32Q: 3 clusters Score -1576254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1576263.250000 Penalty: 4713.492676
	Iteration 33Q: 3 clusters Score -1576263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1576271.625000 Penalty: 4713.492676
	Iteration 34Q: 3 clusters Score -1576272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1576284.625000 Penalty: 4713.492676
	Iteration 35Q: 3 clusters Score -1576285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1576291.250000 Penalty: 4713.492676
	Iteration 36Q: 3 clusters Score -1576291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1576297.375000 Penalty: 4713.492676
	Iteration 37Q: 3 clusters Score -1576297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1576303.250000 Penalty: 4713.492676
	Iteration 38Q: 3 clusters Score -1576303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1576306.750000 Penalty: 4713.492676
	Iteration 39Q: 3 clusters Score -1576307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1576310.500000 Penalty: 4713.492676
	Iteration 40F: 3 clusters Score -1576310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1576313.375000 Penalty: 4713.492676
	Iteration 41Q: 3 clusters Score -1576313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1576321.625000 Penalty: 4713.492676
	Iteration 42Q: 3 clusters Score -1576322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1576325.500000 Penalty: 4713.492676
	Iteration 43Q: 3 clusters Score -1576326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1576332.750000 Penalty: 4713.492676
	Iteration 44Q: 3 clusters Score -1576333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1576337.375000 Penalty: 4713.492676
	Iteration 45Q: 3 clusters Score -1576337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1576343.125000 Penalty: 4713.492676
	Iteration 46Q: 3 clusters Score -1576343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1576345.625000 Penalty: 4713.492676
	Iteration 47Q: 3 clusters Score -1576346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1576347.750000 Penalty: 4713.492676
	Iteration 48Q: 3 clusters Score -1576348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1576351.000000 Penalty: 4713.492676
	Iteration 49Q: 3 clusters Score -1576351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1576355.375000 Penalty: 4713.492676
	Iteration 50Q: 3 clusters Score -1576355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1576358.625000 Penalty: 4713.492676
	Iteration 51Q: 3 clusters Score -1576359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1576361.500000 Penalty: 4713.492676
	Iteration 52Q: 3 clusters Score -1576362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1576365.125000 Penalty: 4713.492676
	Iteration 53Q: 3 clusters Score -1576365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1576371.750000 Penalty: 4713.492676
	Iteration 54Q: 3 clusters Score -1576372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1576371.125000 Penalty: 4713.492676
	Iteration 55Q: 3 clusters Score -1576371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1576371.625000 Penalty: 4713.492676
	Iteration 56Q: 3 clusters Score -1576372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1576371.250000 Penalty: 4713.492676
	Iteration 57Q: 3 clusters Score -1576371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1576373.500000 Penalty: 4713.492676
	Iteration 58Q: 3 clusters Score -1576374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1576373.500000 Penalty: 4713.492676
	Iteration 59Q: 3 clusters Score -1576374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1576373.500000 Penalty: 4713.492676
	Iteration 60F: 3 clusters Score -1576374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223006 members 
Entering Unmasked Estep 
Score: -25859298.000000 Penalty: 3054.108643
	Iteration 0F: 2 clusters Score -2.58593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111391 members 
Mstep: Class 2 contains 111615 members 
Entering Unmasked Estep 
Score: -25716640.000000 Penalty: 6108.217285
	Iteration 0F: 3 clusters Score -2.571664e+07 nChanged 107322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107539 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -25780618.000000 Penalty: 6108.217285
	Iteration 1F: 3 clusters Score -2.578062e+07 nChanged 7757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104584 members 
Mstep: Class 2 contains 118422 members 
Entering Unmasked Estep 
Score: -25783040.000000 Penalty: 6108.217285
	Iteration 2Q: 3 clusters Score -2.578304e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 122749 members 
Entering Unmasked Estep 
Score: -25786442.000000 Penalty: 6108.217285
	Iteration 3Q: 3 clusters Score -2.578644e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -25791736.000000 Penalty: 6108.217285
	Iteration 4F: 3 clusters Score -2.579174e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 138216 members 
Entering Unmasked Estep 
Score: -25799052.000000 Penalty: 6108.217285
	Iteration 5F: 3 clusters Score -2.579905e+07 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74025 members 
Mstep: Class 2 contains 148981 members 
Entering Unmasked Estep 
Score: -25806906.000000 Penalty: 6108.217285
	Iteration 6F: 3 clusters Score -2.580691e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61976 members 
Mstep: Class 2 contains 161030 members 
Entering Unmasked Estep 
Score: -25815642.000000 Penalty: 6108.217285
	Iteration 7F: 3 clusters Score -2.581564e+07 nChanged 13824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -25824122.000000 Penalty: 6108.217285
	Iteration 8F: 3 clusters Score -2.582412e+07 nChanged 13576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 187368 members 
Entering Unmasked Estep 
Score: -25832710.000000 Penalty: 6108.217285
	Iteration 9F: 3 clusters Score -2.583271e+07 nChanged 12303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 199641 members 
Entering Unmasked Estep 
Score: -25840990.000000 Penalty: 6108.217285
	Iteration 10F: 3 clusters Score -2.584099e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 209150 members 
Entering Unmasked Estep 
Score: -25847616.000000 Penalty: 6108.217285
	Iteration 11Q: 3 clusters Score -2.584762e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 215410 members 
Entering Unmasked Estep 
Score: -25851982.000000 Penalty: 6108.217285
	Iteration 12Q: 3 clusters Score -2.585198e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 218824 members 
Entering Unmasked Estep 
Score: -25854470.000000 Penalty: 6108.217285
	Iteration 13Q: 3 clusters Score -2.585447e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 220570 members 
Entering Unmasked Estep 
Score: -25855550.000000 Penalty: 6108.217285
	Iteration 14Q: 3 clusters Score -2.585555e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 221414 members 
Entering Unmasked Estep 
Score: -25856126.000000 Penalty: 6108.217285
	Iteration 15Q: 3 clusters Score -2.585613e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 221783 members 
Entering Unmasked Estep 
Score: -25856406.000000 Penalty: 6108.217285
	Iteration 16Q: 3 clusters Score -2.585641e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 221976 members 
Entering Unmasked Estep 
Score: -25856546.000000 Penalty: 6108.217285
	Iteration 17Q: 3 clusters Score -2.585655e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 222061 members 
Entering Unmasked Estep 
Score: -25856630.000000 Penalty: 6108.217285
	Iteration 18Q: 3 clusters Score -2.585663e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 222115 members 
Entering Unmasked Estep 
Score: -25856664.000000 Penalty: 6108.217285
	Iteration 19Q: 3 clusters Score -2.585666e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 222142 members 
Entering Unmasked Estep 
Score: -25856696.000000 Penalty: 6108.217285
	Iteration 20F: 3 clusters Score -2.58567e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 222162 members 
Entering Unmasked Estep 
Score: -25856722.000000 Penalty: 6108.217285
	Iteration 21Q: 3 clusters Score -2.585672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 222183 members 
Entering Unmasked Estep 
Score: -25856722.000000 Penalty: 6108.217285
	Iteration 22Q: 3 clusters Score -2.585672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 222194 members 
Entering Unmasked Estep 
Score: -25856738.000000 Penalty: 6108.217285
	Iteration 23Q: 3 clusters Score -2.585674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 222202 members 
Entering Unmasked Estep 
Score: -25856748.000000 Penalty: 6108.217285
	Iteration 24Q: 3 clusters Score -2.585675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 222212 members 
Entering Unmasked Estep 
Score: -25856772.000000 Penalty: 6108.217285
	Iteration 25Q: 3 clusters Score -2.585677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 222224 members 
Entering Unmasked Estep 
Score: -25856776.000000 Penalty: 6108.217285
	Iteration 26Q: 3 clusters Score -2.585678e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 222233 members 
Entering Unmasked Estep 
Score: -25856794.000000 Penalty: 6108.217285
	Iteration 27Q: 3 clusters Score -2.585679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 222242 members 
Entering Unmasked Estep 
Score: -25856810.000000 Penalty: 6108.217285
	Iteration 28Q: 3 clusters Score -2.585681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -25856804.000000 Penalty: 6108.217285
	Iteration 29Q: 3 clusters Score -2.58568e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 222244 members 
Entering Unmasked Estep 
Score: -25856814.000000 Penalty: 6108.217285
	Iteration 30Q: 3 clusters Score -2.585681e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 222245 members 
Entering Unmasked Estep 
Score: -25856810.000000 Penalty: 6108.217285
	Iteration 31Q: 3 clusters Score -2.585681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 222246 members 
Entering Unmasked Estep 
Score: -25856820.000000 Penalty: 6108.217285
	Iteration 32Q: 3 clusters Score -2.585682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -25856820.000000 Penalty: 6108.217285
	Iteration 33Q: 3 clusters Score -2.585682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 222245 members 
Entering Unmasked Estep 
Score: -25856812.000000 Penalty: 6108.217285
	Iteration 34Q: 3 clusters Score -2.585681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 222243 members 
Entering Unmasked Estep 
Score: -25856808.000000 Penalty: 6108.217285
	Iteration 35Q: 3 clusters Score -2.585681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 222249 members 
Entering Unmasked Estep 
Score: -25856808.000000 Penalty: 6108.217285
	Iteration 36Q: 3 clusters Score -2.585681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -25856796.000000 Penalty: 6108.217285
	Iteration 37Q: 3 clusters Score -2.58568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 222245 members 
Entering Unmasked Estep 
Score: -25856794.000000 Penalty: 6108.217285
	Iteration 38Q: 3 clusters Score -2.585679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 222243 members 
Entering Unmasked Estep 
Score: -25856818.000000 Penalty: 6108.217285
	Iteration 39Q: 3 clusters Score -2.585682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 222245 members 
Entering Unmasked Estep 
Score: -25856808.000000 Penalty: 6108.217285
	Iteration 40F: 3 clusters Score -2.585681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -25856812.000000 Penalty: 6108.217285
	Iteration 41Q: 3 clusters Score -2.585681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 222246 members 
Entering Unmasked Estep 
Score: -25856816.000000 Penalty: 6108.217285
	Iteration 42Q: 3 clusters Score -2.585682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 222247 members 
Entering Unmasked Estep 
Score: -25856828.000000 Penalty: 6108.217285
	Iteration 43Q: 3 clusters Score -2.585683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 222246 members 
Entering Unmasked Estep 
Score: -25856848.000000 Penalty: 6108.217285
	Iteration 44Q: 3 clusters Score -2.585685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 222246 members 
Entering Unmasked Estep 
Score: -25856848.000000 Penalty: 6108.217285
	Iteration 45F: 3 clusters Score -2.585685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Entering Unmasked Estep 
Score: -1130463.250000 Penalty: 2273.342285
	Iteration 0F: 2 clusters Score -1130463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1123135.500000 Penalty: 4546.684570
	Iteration 0F: 3 clusters Score -1123136 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1125149.750000 Penalty: 4546.684570
	Iteration 1F: 3 clusters Score -1125150 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1125461.125000 Penalty: 4546.684570
	Iteration 2F: 3 clusters Score -1125461 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1125704.000000 Penalty: 4546.684570
	Iteration 3F: 3 clusters Score -1125704 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1125882.625000 Penalty: 4546.684570
	Iteration 4Q: 3 clusters Score -1125883 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1126057.375000 Penalty: 4546.684570
	Iteration 5Q: 3 clusters Score -1126057 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1126218.625000 Penalty: 4546.684570
	Iteration 6Q: 3 clusters Score -1126219 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1126412.375000 Penalty: 4546.684570
	Iteration 7Q: 3 clusters Score -1126412 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1126598.250000 Penalty: 4546.684570
	Iteration 8Q: 3 clusters Score -1126598 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1126822.375000 Penalty: 4546.684570
	Iteration 9Q: 3 clusters Score -1126822 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1127055.500000 Penalty: 4546.684570
	Iteration 10Q: 3 clusters Score -1127056 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1127265.500000 Penalty: 4546.684570
	Iteration 11Q: 3 clusters Score -1127266 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1127447.750000 Penalty: 4546.684570
	Iteration 12Q: 3 clusters Score -1127448 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1127602.250000 Penalty: 4546.684570
	Iteration 13Q: 3 clusters Score -1127602 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1127706.875000 Penalty: 4546.684570
	Iteration 14Q: 3 clusters Score -1127707 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1127793.000000 Penalty: 4546.684570
	Iteration 15Q: 3 clusters Score -1127793 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1127848.250000 Penalty: 4546.684570
	Iteration 16Q: 3 clusters Score -1127848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1127896.875000 Penalty: 4546.684570
	Iteration 17Q: 3 clusters Score -1127897 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1127925.500000 Penalty: 4546.684570
	Iteration 18Q: 3 clusters Score -1127926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1127948.500000 Penalty: 4546.684570
	Iteration 19Q: 3 clusters Score -1127948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1127967.375000 Penalty: 4546.684570
	Iteration 20F: 3 clusters Score -1127967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1127986.875000 Penalty: 4546.684570
	Iteration 21Q: 3 clusters Score -1127987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1128004.375000 Penalty: 4546.684570
	Iteration 22Q: 3 clusters Score -1128004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1128023.625000 Penalty: 4546.684570
	Iteration 23Q: 3 clusters Score -1128024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1128035.500000 Penalty: 4546.684570
	Iteration 24Q: 3 clusters Score -1128036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1128049.125000 Penalty: 4546.684570
	Iteration 25Q: 3 clusters Score -1128049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1128063.250000 Penalty: 4546.684570
	Iteration 26Q: 3 clusters Score -1128063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1128078.625000 Penalty: 4546.684570
	Iteration 27Q: 3 clusters Score -1128079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1128092.000000 Penalty: 4546.684570
	Iteration 28Q: 3 clusters Score -1128092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1128101.125000 Penalty: 4546.684570
	Iteration 29Q: 3 clusters Score -1128101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1128116.000000 Penalty: 4546.684570
	Iteration 30Q: 3 clusters Score -1128116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1128131.125000 Penalty: 4546.684570
	Iteration 31Q: 3 clusters Score -1128131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1128144.250000 Penalty: 4546.684570
	Iteration 32Q: 3 clusters Score -1128144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1128157.625000 Penalty: 4546.684570
	Iteration 33Q: 3 clusters Score -1128158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1128169.375000 Penalty: 4546.684570
	Iteration 34Q: 3 clusters Score -1128169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1128191.375000 Penalty: 4546.684570
	Iteration 35Q: 3 clusters Score -1128191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1128199.750000 Penalty: 4546.684570
	Iteration 36Q: 3 clusters Score -1128200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1128210.500000 Penalty: 4546.684570
	Iteration 37Q: 3 clusters Score -1128210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1128219.125000 Penalty: 4546.684570
	Iteration 38Q: 3 clusters Score -1128219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1128224.750000 Penalty: 4546.684570
	Iteration 39Q: 3 clusters Score -1128225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1128237.625000 Penalty: 4546.684570
	Iteration 40F: 3 clusters Score -1128238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1128252.625000 Penalty: 4546.684570
	Iteration 41Q: 3 clusters Score -1128253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1128263.625000 Penalty: 4546.684570
	Iteration 42Q: 3 clusters Score -1128264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1128274.625000 Penalty: 4546.684570
	Iteration 43Q: 3 clusters Score -1128275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1128287.000000 Penalty: 4546.684570
	Iteration 44Q: 3 clusters Score -1128287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1128296.750000 Penalty: 4546.684570
	Iteration 45Q: 3 clusters Score -1128297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1128311.625000 Penalty: 4546.684570
	Iteration 46Q: 3 clusters Score -1128312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1128318.875000 Penalty: 4546.684570
	Iteration 47Q: 3 clusters Score -1128319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1128333.125000 Penalty: 4546.684570
	Iteration 48Q: 3 clusters Score -1128333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1128341.500000 Penalty: 4546.684570
	Iteration 49Q: 3 clusters Score -1128342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1128347.250000 Penalty: 4546.684570
	Iteration 50Q: 3 clusters Score -1128347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1128350.750000 Penalty: 4546.684570
	Iteration 51Q: 3 clusters Score -1128351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1128355.000000 Penalty: 4546.684570
	Iteration 52Q: 3 clusters Score -1128355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1128362.250000 Penalty: 4546.684570
	Iteration 53Q: 3 clusters Score -1128362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1128366.875000 Penalty: 4546.684570
	Iteration 54Q: 3 clusters Score -1128367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1128369.125000 Penalty: 4546.684570
	Iteration 55Q: 3 clusters Score -1128369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1128368.875000 Penalty: 4546.684570
	Iteration 56Q: 3 clusters Score -1128369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1128373.625000 Penalty: 4546.684570
	Iteration 57Q: 3 clusters Score -1128374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1128378.750000 Penalty: 4546.684570
	Iteration 58Q: 3 clusters Score -1128379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1128383.750000 Penalty: 4546.684570
	Iteration 59Q: 3 clusters Score -1128384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1128387.625000 Penalty: 4546.684570
	Iteration 60F: 3 clusters Score -1128388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1128393.125000 Penalty: 4546.684570
	Iteration 61Q: 3 clusters Score -1128393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1128397.375000 Penalty: 4546.684570
	Iteration 62Q: 3 clusters Score -1128397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1128402.625000 Penalty: 4546.684570
	Iteration 63Q: 3 clusters Score -1128403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1128404.375000 Penalty: 4546.684570
	Iteration 64Q: 3 clusters Score -1128404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1128407.375000 Penalty: 4546.684570
	Iteration 65Q: 3 clusters Score -1128407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1128413.125000 Penalty: 4546.684570
	Iteration 66Q: 3 clusters Score -1128413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1128419.625000 Penalty: 4546.684570
	Iteration 67Q: 3 clusters Score -1128420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1128420.500000 Penalty: 4546.684570
	Iteration 68Q: 3 clusters Score -1128420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1128424.625000 Penalty: 4546.684570
	Iteration 69Q: 3 clusters Score -1128425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1128428.375000 Penalty: 4546.684570
	Iteration 70Q: 3 clusters Score -1128428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1128433.500000 Penalty: 4546.684570
	Iteration 71Q: 3 clusters Score -1128434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1128432.500000 Penalty: 4546.684570
	Iteration 72Q: 3 clusters Score -1128432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1128435.875000 Penalty: 4546.684570
	Iteration 73Q: 3 clusters Score -1128436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1128436.500000 Penalty: 4546.684570
	Iteration 74Q: 3 clusters Score -1128436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1128439.375000 Penalty: 4546.684570
	Iteration 75Q: 3 clusters Score -1128439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1128437.250000 Penalty: 4546.684570
	Iteration 76Q: 3 clusters Score -1128437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1128440.000000 Penalty: 4546.684570
	Iteration 77Q: 3 clusters Score -1128440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1128439.625000 Penalty: 4546.684570
	Iteration 78Q: 3 clusters Score -1128440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1128441.750000 Penalty: 4546.684570
	Iteration 79Q: 3 clusters Score -1128442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1128443.875000 Penalty: 4546.684570
	Iteration 80F: 3 clusters Score -1128444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1128446.375000 Penalty: 4546.684570
	Iteration 81Q: 3 clusters Score -1128446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1128448.250000 Penalty: 4546.684570
	Iteration 82Q: 3 clusters Score -1128448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1128450.250000 Penalty: 4546.684570
	Iteration 83Q: 3 clusters Score -1128450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1128452.250000 Penalty: 4546.684570
	Iteration 84Q: 3 clusters Score -1128452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1128452.000000 Penalty: 4546.684570
	Iteration 85Q: 3 clusters Score -1128452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1128454.375000 Penalty: 4546.684570
	Iteration 86Q: 3 clusters Score -1128454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1128454.250000 Penalty: 4546.684570
	Iteration 87Q: 3 clusters Score -1128454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1128456.125000 Penalty: 4546.684570
	Iteration 88Q: 3 clusters Score -1128456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1128456.500000 Penalty: 4546.684570
	Iteration 89Q: 3 clusters Score -1128456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1128455.875000 Penalty: 4546.684570
	Iteration 90Q: 3 clusters Score -1128456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1128456.750000 Penalty: 4546.684570
	Iteration 91Q: 3 clusters Score -1128457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1128456.750000 Penalty: 4546.684570
	Iteration 92F: 3 clusters Score -1128457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Entering Unmasked Estep 
Score: -4180214.250000 Penalty: 2600.246582
	Iteration 0F: 2 clusters Score -4180214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4155860.500000 Penalty: 5200.493164
	Iteration 0F: 3 clusters Score -4155860 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4164877.000000 Penalty: 5200.493164
	Iteration 1F: 3 clusters Score -4164877 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4165385.500000 Penalty: 5200.493164
	Iteration 2Q: 3 clusters Score -4165386 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -4165918.750000 Penalty: 5200.493164
	Iteration 3Q: 3 clusters Score -4165919 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4166443.750000 Penalty: 5200.493164
	Iteration 4Q: 3 clusters Score -4166444 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4166984.500000 Penalty: 5200.493164
	Iteration 5Q: 3 clusters Score -4166984 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -4167451.750000 Penalty: 5200.493164
	Iteration 6Q: 3 clusters Score -4167452 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4167933.250000 Penalty: 5200.493164
	Iteration 7Q: 3 clusters Score -4167933 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -4168433.750000 Penalty: 5200.493164
	Iteration 8Q: 3 clusters Score -4168434 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4168971.250000 Penalty: 5200.493164
	Iteration 9Q: 3 clusters Score -4168971 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -4169524.250000 Penalty: 5200.493164
	Iteration 10Q: 3 clusters Score -4169524 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -4170191.000000 Penalty: 5200.493164
	Iteration 11Q: 3 clusters Score -4170191 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4170918.500000 Penalty: 5200.493164
	Iteration 12Q: 3 clusters Score -4170918 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4171739.000000 Penalty: 5200.493164
	Iteration 13Q: 3 clusters Score -4171739 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -4172529.500000 Penalty: 5200.493164
	Iteration 14Q: 3 clusters Score -4172530 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -4173490.250000 Penalty: 5200.493164
	Iteration 15Q: 3 clusters Score -4173490 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4174572.750000 Penalty: 5200.493164
	Iteration 16Q: 3 clusters Score -4174573 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4175622.500000 Penalty: 5200.493164
	Iteration 17Q: 3 clusters Score -4175622 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -4176400.750000 Penalty: 5200.493164
	Iteration 18Q: 3 clusters Score -4176401 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4176942.500000 Penalty: 5200.493164
	Iteration 19Q: 3 clusters Score -4176942 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -4177331.000000 Penalty: 5200.493164
	Iteration 20F: 3 clusters Score -4177331 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -4177607.000000 Penalty: 5200.493164
	Iteration 21Q: 3 clusters Score -4177607 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -4177746.000000 Penalty: 5200.493164
	Iteration 22Q: 3 clusters Score -4177746 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4177861.000000 Penalty: 5200.493164
	Iteration 23Q: 3 clusters Score -4177861 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4177948.500000 Penalty: 5200.493164
	Iteration 24Q: 3 clusters Score -4177948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4178045.250000 Penalty: 5200.493164
	Iteration 25Q: 3 clusters Score -4178045 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -4178125.250000 Penalty: 5200.493164
	Iteration 26Q: 3 clusters Score -4178125 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4178203.500000 Penalty: 5200.493164
	Iteration 27Q: 3 clusters Score -4178204 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4178252.000000 Penalty: 5200.493164
	Iteration 28Q: 3 clusters Score -4178252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4178312.250000 Penalty: 5200.493164
	Iteration 29Q: 3 clusters Score -4178312 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -4178384.750000 Penalty: 5200.493164
	Iteration 30Q: 3 clusters Score -4178385 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4178443.000000 Penalty: 5200.493164
	Iteration 31Q: 3 clusters Score -4178443 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -4178496.000000 Penalty: 5200.493164
	Iteration 32Q: 3 clusters Score -4178496 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -4178532.750000 Penalty: 5200.493164
	Iteration 33Q: 3 clusters Score -4178533 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4178596.500000 Penalty: 5200.493164
	Iteration 34Q: 3 clusters Score -4178596 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4178636.000000 Penalty: 5200.493164
	Iteration 35Q: 3 clusters Score -4178636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4178690.500000 Penalty: 5200.493164
	Iteration 36Q: 3 clusters Score -4178690 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4178736.000000 Penalty: 5200.493164
	Iteration 37Q: 3 clusters Score -4178736 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4178776.500000 Penalty: 5200.493164
	Iteration 38Q: 3 clusters Score -4178776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4178822.000000 Penalty: 5200.493164
	Iteration 39Q: 3 clusters Score -4178822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4178841.500000 Penalty: 5200.493164
	Iteration 40F: 3 clusters Score -4178842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -4178856.250000 Penalty: 5200.493164
	Iteration 41Q: 3 clusters Score -4178856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4178886.750000 Penalty: 5200.493164
	Iteration 42Q: 3 clusters Score -4178887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4178912.250000 Penalty: 5200.493164
	Iteration 43Q: 3 clusters Score -4178912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4178930.000000 Penalty: 5200.493164
	Iteration 44Q: 3 clusters Score -4178930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4178950.250000 Penalty: 5200.493164
	Iteration 45Q: 3 clusters Score -4178950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4178955.750000 Penalty: 5200.493164
	Iteration 46Q: 3 clusters Score -4178956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4178960.750000 Penalty: 5200.493164
	Iteration 47Q: 3 clusters Score -4178961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4178961.000000 Penalty: 5200.493164
	Iteration 48Q: 3 clusters Score -4178961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4178960.250000 Penalty: 5200.493164
	Iteration 49Q: 3 clusters Score -4178960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4178974.000000 Penalty: 5200.493164
	Iteration 50Q: 3 clusters Score -4178974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4178982.500000 Penalty: 5200.493164
	Iteration 51Q: 3 clusters Score -4178982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4178993.250000 Penalty: 5200.493164
	Iteration 52Q: 3 clusters Score -4178993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4179002.250000 Penalty: 5200.493164
	Iteration 53Q: 3 clusters Score -4179002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4178998.500000 Penalty: 5200.493164
	Iteration 54Q: 3 clusters Score -4178998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4179003.000000 Penalty: 5200.493164
	Iteration 55Q: 3 clusters Score -4179003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4179000.500000 Penalty: 5200.493164
	Iteration 56Q: 3 clusters Score -4179000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4179011.250000 Penalty: 5200.493164
	Iteration 57Q: 3 clusters Score -4179011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4179006.750000 Penalty: 5200.493164
	Iteration 58Q: 3 clusters Score -4179007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4179001.750000 Penalty: 5200.493164
	Iteration 59Q: 3 clusters Score -4179002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4179002.500000 Penalty: 5200.493164
	Iteration 60F: 3 clusters Score -4179002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4179008.500000 Penalty: 5200.493164
	Iteration 61Q: 3 clusters Score -4179008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4179021.250000 Penalty: 5200.493164
	Iteration 62Q: 3 clusters Score -4179021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4179010.500000 Penalty: 5200.493164
	Iteration 63Q: 3 clusters Score -4179010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4179019.250000 Penalty: 5200.493164
	Iteration 64Q: 3 clusters Score -4179019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4179022.250000 Penalty: 5200.493164
	Iteration 65Q: 3 clusters Score -4179022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4179025.500000 Penalty: 5200.493164
	Iteration 66Q: 3 clusters Score -4179026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4179028.750000 Penalty: 5200.493164
	Iteration 67Q: 3 clusters Score -4179029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4179036.750000 Penalty: 5200.493164
	Iteration 68Q: 3 clusters Score -4179037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4179032.250000 Penalty: 5200.493164
	Iteration 69Q: 3 clusters Score -4179032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4179032.750000 Penalty: 5200.493164
	Iteration 70Q: 3 clusters Score -4179033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4179038.250000 Penalty: 5200.493164
	Iteration 71Q: 3 clusters Score -4179038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4179033.750000 Penalty: 5200.493164
	Iteration 72Q: 3 clusters Score -4179034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4179030.000000 Penalty: 5200.493164
	Iteration 73Q: 3 clusters Score -4179030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4179028.750000 Penalty: 5200.493164
	Iteration 74Q: 3 clusters Score -4179029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4179028.750000 Penalty: 5200.493164
	Iteration 75F: 3 clusters Score -4179029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Entering Unmasked Estep 
Score: -987809.312500 Penalty: 2256.958008
	Iteration 0F: 2 clusters Score -987809.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -980843.375000 Penalty: 4513.916016
	Iteration 0F: 3 clusters Score -980843.4 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -982867.812500 Penalty: 4513.916016
	Iteration 1F: 3 clusters Score -982867.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -983258.187500 Penalty: 4513.916016
	Iteration 2F: 3 clusters Score -983258.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -983624.062500 Penalty: 4513.916016
	Iteration 3F: 3 clusters Score -983624.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -983969.250000 Penalty: 4513.916016
	Iteration 4F: 3 clusters Score -983969.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -984418.812500 Penalty: 4513.916016
	Iteration 5F: 3 clusters Score -984418.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -984940.812500 Penalty: 4513.916016
	Iteration 6F: 3 clusters Score -984940.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -985516.250000 Penalty: 4513.916016
	Iteration 7F: 3 clusters Score -985516.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -986027.500000 Penalty: 4513.916016
	Iteration 8F: 3 clusters Score -986027.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -986404.437500 Penalty: 4513.916016
	Iteration 9Q: 3 clusters Score -986404.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -986655.625000 Penalty: 4513.916016
	Iteration 10Q: 3 clusters Score -986655.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -986815.875000 Penalty: 4513.916016
	Iteration 11Q: 3 clusters Score -986815.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -986906.000000 Penalty: 4513.916016
	Iteration 12Q: 3 clusters Score -986906 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -986958.250000 Penalty: 4513.916016
	Iteration 13Q: 3 clusters Score -986958.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -986990.250000 Penalty: 4513.916016
	Iteration 14Q: 3 clusters Score -986990.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -987011.312500 Penalty: 4513.916016
	Iteration 15Q: 3 clusters Score -987011.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -987029.000000 Penalty: 4513.916016
	Iteration 16Q: 3 clusters Score -987029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -987044.625000 Penalty: 4513.916016
	Iteration 17Q: 3 clusters Score -987044.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -987057.437500 Penalty: 4513.916016
	Iteration 18Q: 3 clusters Score -987057.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -987062.500000 Penalty: 4513.916016
	Iteration 19Q: 3 clusters Score -987062.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -987071.250000 Penalty: 4513.916016
	Iteration 20F: 3 clusters Score -987071.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -987073.875000 Penalty: 4513.916016
	Iteration 21Q: 3 clusters Score -987073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -987076.062500 Penalty: 4513.916016
	Iteration 22Q: 3 clusters Score -987076.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -987076.625000 Penalty: 4513.916016
	Iteration 23Q: 3 clusters Score -987076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -987076.625000 Penalty: 4513.916016
	Iteration 24F: 3 clusters Score -987076.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (139429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139429 members 
Entering Unmasked Estep 
Score: -16437070.000000 Penalty: 2937.637207
	Iteration 0F: 2 clusters Score -1.643707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -16343609.000000 Penalty: 5875.274414
	Iteration 0F: 3 clusters Score -1.634361e+07 nChanged 66748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -16382402.000000 Penalty: 5875.274414
	Iteration 1F: 3 clusters Score -1.63824e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -16383483.000000 Penalty: 5875.274414
	Iteration 2Q: 3 clusters Score -1.638348e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 74881 members 
Entering Unmasked Estep 
Score: -16384946.000000 Penalty: 5875.274414
	Iteration 3Q: 3 clusters Score -1.638495e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -16387121.000000 Penalty: 5875.274414
	Iteration 4Q: 3 clusters Score -1.638712e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -16390842.000000 Penalty: 5875.274414
	Iteration 5F: 3 clusters Score -1.639084e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -16396687.000000 Penalty: 5875.274414
	Iteration 6F: 3 clusters Score -1.639669e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -16405519.000000 Penalty: 5875.274414
	Iteration 7F: 3 clusters Score -1.640552e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -16415583.000000 Penalty: 5875.274414
	Iteration 8F: 3 clusters Score -1.641558e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 115736 members 
Entering Unmasked Estep 
Score: -16424866.000000 Penalty: 5875.274414
	Iteration 9F: 3 clusters Score -1.642487e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 120027 members 
Entering Unmasked Estep 
Score: -16431454.000000 Penalty: 5875.274414
	Iteration 10Q: 3 clusters Score -1.643145e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 122137 members 
Entering Unmasked Estep 
Score: -16434355.000000 Penalty: 5875.274414
	Iteration 11Q: 3 clusters Score -1.643436e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -16435571.000000 Penalty: 5875.274414
	Iteration 12Q: 3 clusters Score -1.643557e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -16436074.000000 Penalty: 5875.274414
	Iteration 13Q: 3 clusters Score -1.643607e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 124992 members 
Entering Unmasked Estep 
Score: -16436440.000000 Penalty: 5875.274414
	Iteration 14Q: 3 clusters Score -1.643644e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -16436607.000000 Penalty: 5875.274414
	Iteration 15Q: 3 clusters Score -1.643661e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -16436811.000000 Penalty: 5875.274414
	Iteration 16Q: 3 clusters Score -1.643681e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 126721 members 
Entering Unmasked Estep 
Score: -16436880.000000 Penalty: 5875.274414
	Iteration 17Q: 3 clusters Score -1.643688e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 127132 members 
Entering Unmasked Estep 
Score: -16436948.000000 Penalty: 5875.274414
	Iteration 18Q: 3 clusters Score -1.643695e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 127488 members 
Entering Unmasked Estep 
Score: -16437074.000000 Penalty: 5875.274414
	Iteration 19Q: 3 clusters Score -1.643707e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 127822 members 
Entering Unmasked Estep 
Score: -16437136.000000 Penalty: 5875.274414
	Iteration 20F: 3 clusters Score -1.643714e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -16437163.000000 Penalty: 5875.274414
	Iteration 21Q: 3 clusters Score -1.643716e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 128349 members 
Entering Unmasked Estep 
Score: -16437198.000000 Penalty: 5875.274414
	Iteration 22Q: 3 clusters Score -1.64372e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 128579 members 
Entering Unmasked Estep 
Score: -16437262.000000 Penalty: 5875.274414
	Iteration 23Q: 3 clusters Score -1.643726e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 128795 members 
Entering Unmasked Estep 
Score: -16437276.000000 Penalty: 5875.274414
	Iteration 24Q: 3 clusters Score -1.643728e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 128967 members 
Entering Unmasked Estep 
Score: -16437291.000000 Penalty: 5875.274414
	Iteration 25Q: 3 clusters Score -1.643729e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 129129 members 
Entering Unmasked Estep 
Score: -16437300.000000 Penalty: 5875.274414
	Iteration 26Q: 3 clusters Score -1.64373e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 129257 members 
Entering Unmasked Estep 
Score: -16437288.000000 Penalty: 5875.274414
	Iteration 27Q: 3 clusters Score -1.643729e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 129407 members 
Entering Unmasked Estep 
Score: -16437300.000000 Penalty: 5875.274414
	Iteration 28Q: 3 clusters Score -1.64373e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 129551 members 
Entering Unmasked Estep 
Score: -16437283.000000 Penalty: 5875.274414
	Iteration 29Q: 3 clusters Score -1.643728e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 129671 members 
Entering Unmasked Estep 
Score: -16437286.000000 Penalty: 5875.274414
	Iteration 30Q: 3 clusters Score -1.643729e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 129786 members 
Entering Unmasked Estep 
Score: -16437332.000000 Penalty: 5875.274414
	Iteration 31Q: 3 clusters Score -1.643733e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 129885 members 
Entering Unmasked Estep 
Score: -16437319.000000 Penalty: 5875.274414
	Iteration 32Q: 3 clusters Score -1.643732e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 129973 members 
Entering Unmasked Estep 
Score: -16437338.000000 Penalty: 5875.274414
	Iteration 33Q: 3 clusters Score -1.643734e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 130054 members 
Entering Unmasked Estep 
Score: -16437363.000000 Penalty: 5875.274414
	Iteration 34Q: 3 clusters Score -1.643736e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 130123 members 
Entering Unmasked Estep 
Score: -16437339.000000 Penalty: 5875.274414
	Iteration 35Q: 3 clusters Score -1.643734e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 130188 members 
Entering Unmasked Estep 
Score: -16437345.000000 Penalty: 5875.274414
	Iteration 36Q: 3 clusters Score -1.643734e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 130253 members 
Entering Unmasked Estep 
Score: -16437313.000000 Penalty: 5875.274414
	Iteration 37Q: 3 clusters Score -1.643731e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 130311 members 
Entering Unmasked Estep 
Score: -16437310.000000 Penalty: 5875.274414
	Iteration 38Q: 3 clusters Score -1.643731e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 130377 members 
Entering Unmasked Estep 
Score: -16437326.000000 Penalty: 5875.274414
	Iteration 39Q: 3 clusters Score -1.643733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 130437 members 
Entering Unmasked Estep 
Score: -16437345.000000 Penalty: 5875.274414
	Iteration 40F: 3 clusters Score -1.643734e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 130492 members 
Entering Unmasked Estep 
Score: -16437358.000000 Penalty: 5875.274414
	Iteration 41Q: 3 clusters Score -1.643736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -16437348.000000 Penalty: 5875.274414
	Iteration 42Q: 3 clusters Score -1.643735e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 130590 members 
Entering Unmasked Estep 
Score: -16437343.000000 Penalty: 5875.274414
	Iteration 43Q: 3 clusters Score -1.643734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -16437355.000000 Penalty: 5875.274414
	Iteration 44Q: 3 clusters Score -1.643736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 130656 members 
Entering Unmasked Estep 
Score: -16437344.000000 Penalty: 5875.274414
	Iteration 45Q: 3 clusters Score -1.643734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -16437341.000000 Penalty: 5875.274414
	Iteration 46Q: 3 clusters Score -1.643734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -16437364.000000 Penalty: 5875.274414
	Iteration 47Q: 3 clusters Score -1.643736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 130753 members 
Entering Unmasked Estep 
Score: -16437363.000000 Penalty: 5875.274414
	Iteration 48Q: 3 clusters Score -1.643736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 130779 members 
Entering Unmasked Estep 
Score: -16437378.000000 Penalty: 5875.274414
	Iteration 49Q: 3 clusters Score -1.643738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 130807 members 
Entering Unmasked Estep 
Score: -16437380.000000 Penalty: 5875.274414
	Iteration 50Q: 3 clusters Score -1.643738e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 130838 members 
Entering Unmasked Estep 
Score: -16437406.000000 Penalty: 5875.274414
	Iteration 51Q: 3 clusters Score -1.643741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 130862 members 
Entering Unmasked Estep 
Score: -16437402.000000 Penalty: 5875.274414
	Iteration 52Q: 3 clusters Score -1.64374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 130884 members 
Entering Unmasked Estep 
Score: -16437399.000000 Penalty: 5875.274414
	Iteration 53Q: 3 clusters Score -1.64374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 130904 members 
Entering Unmasked Estep 
Score: -16437399.000000 Penalty: 5875.274414
	Iteration 54Q: 3 clusters Score -1.64374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 130917 members 
Entering Unmasked Estep 
Score: -16437399.000000 Penalty: 5875.274414
	Iteration 55Q: 3 clusters Score -1.64374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 130931 members 
Entering Unmasked Estep 
Score: -16437383.000000 Penalty: 5875.274414
	Iteration 56Q: 3 clusters Score -1.643738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 130943 members 
Entering Unmasked Estep 
Score: -16437395.000000 Penalty: 5875.274414
	Iteration 57Q: 3 clusters Score -1.64374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -16437394.000000 Penalty: 5875.274414
	Iteration 58Q: 3 clusters Score -1.643739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 130960 members 
Entering Unmasked Estep 
Score: -16437383.000000 Penalty: 5875.274414
	Iteration 59Q: 3 clusters Score -1.643738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -16437387.000000 Penalty: 5875.274414
	Iteration 60F: 3 clusters Score -1.643739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -16437388.000000 Penalty: 5875.274414
	Iteration 61Q: 3 clusters Score -1.643739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 130973 members 
Entering Unmasked Estep 
Score: -16437391.000000 Penalty: 5875.274414
	Iteration 62Q: 3 clusters Score -1.643739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -16437380.000000 Penalty: 5875.274414
	Iteration 63Q: 3 clusters Score -1.643738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -16437394.000000 Penalty: 5875.274414
	Iteration 64Q: 3 clusters Score -1.643739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
Score: -16437403.000000 Penalty: 5875.274414
	Iteration 65Q: 3 clusters Score -1.64374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 131001 members 
Entering Unmasked Estep 
Score: -16437410.000000 Penalty: 5875.274414
	Iteration 66Q: 3 clusters Score -1.643741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -16437410.000000 Penalty: 5875.274414
	Iteration 67Q: 3 clusters Score -1.643741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -16437403.000000 Penalty: 5875.274414
	Iteration 68Q: 3 clusters Score -1.64374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 131008 members 
Entering Unmasked Estep 
Score: -16437407.000000 Penalty: 5875.274414
	Iteration 69Q: 3 clusters Score -1.643741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -16437410.000000 Penalty: 5875.274414
	Iteration 70Q: 3 clusters Score -1.643741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -16437400.000000 Penalty: 5875.274414
	Iteration 71Q: 3 clusters Score -1.64374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 131014 members 
Entering Unmasked Estep 
Score: -16437402.000000 Penalty: 5875.274414
	Iteration 72Q: 3 clusters Score -1.64374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 131018 members 
Entering Unmasked Estep 
Score: -16437400.000000 Penalty: 5875.274414
	Iteration 73Q: 3 clusters Score -1.64374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 131021 members 
Entering Unmasked Estep 
Score: -16437410.000000 Penalty: 5875.274414
	Iteration 74Q: 3 clusters Score -1.643741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 131027 members 
Entering Unmasked Estep 
Score: -16437406.000000 Penalty: 5875.274414
	Iteration 75Q: 3 clusters Score -1.643741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 131030 members 
Entering Unmasked Estep 
Score: -16437417.000000 Penalty: 5875.274414
	Iteration 76Q: 3 clusters Score -1.643742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 131035 members 
Entering Unmasked Estep 
Score: -16437412.000000 Penalty: 5875.274414
	Iteration 77Q: 3 clusters Score -1.643741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 131039 members 
Entering Unmasked Estep 
Score: -16437402.000000 Penalty: 5875.274414
	Iteration 78Q: 3 clusters Score -1.64374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 131042 members 
Entering Unmasked Estep 
Score: -16437393.000000 Penalty: 5875.274414
	Iteration 79Q: 3 clusters Score -1.643739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 131046 members 
Entering Unmasked Estep 
Score: -16437386.000000 Penalty: 5875.274414
	Iteration 80F: 3 clusters Score -1.643739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 131048 members 
Entering Unmasked Estep 
Score: -16437375.000000 Penalty: 5875.274414
	Iteration 81Q: 3 clusters Score -1.643738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 131050 members 
Entering Unmasked Estep 
Score: -16437387.000000 Penalty: 5875.274414
	Iteration 82Q: 3 clusters Score -1.643739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 131053 members 
Entering Unmasked Estep 
Score: -16437385.000000 Penalty: 5875.274414
	Iteration 83Q: 3 clusters Score -1.643738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 131054 members 
Entering Unmasked Estep 
Score: -16437381.000000 Penalty: 5875.274414
	Iteration 84Q: 3 clusters Score -1.643738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 131057 members 
Entering Unmasked Estep 
Score: -16437380.000000 Penalty: 5875.274414
	Iteration 85Q: 3 clusters Score -1.643738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -16437390.000000 Penalty: 5875.274414
	Iteration 86Q: 3 clusters Score -1.643739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 131062 members 
Entering Unmasked Estep 
Score: -16437391.000000 Penalty: 5875.274414
	Iteration 87Q: 3 clusters Score -1.643739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -16437381.000000 Penalty: 5875.274414
	Iteration 88Q: 3 clusters Score -1.643738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -16437387.000000 Penalty: 5875.274414
	Iteration 89Q: 3 clusters Score -1.643739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 131065 members 
Entering Unmasked Estep 
Score: -16437387.000000 Penalty: 5875.274414
	Iteration 90F: 3 clusters Score -1.643739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10504 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 120267 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59761 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26774 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240423 members 
Mstep: Class 17 contains 269816 members 
Mstep: Class 18 contains 192340 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41431 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 223006 members 
Mstep: Class 26 contains 9573 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 8364 members 
Mstep: Class 30 contains 23070 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71116 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 5768 members 
Mstep: Class 36 contains 40012 members 
Mstep: Class 37 contains 176115 members 
Mstep: Class 38 contains 35877 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 131065 members 
Entering Unmasked Estep 
Score: -225938416.000000 Penalty: 151190.640625
Splitting cluster 29 changes total score from -225940800.000000 to -225938416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (23070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Entering Unmasked Estep 
Score: -2650575.750000 Penalty: 2491.479492
	Iteration 0F: 2 clusters Score -2650576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2634524.000000 Penalty: 4982.958984
	Iteration 0F: 3 clusters Score -2634524 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -2640185.500000 Penalty: 4982.958984
	Iteration 1F: 3 clusters Score -2640186 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2640609.000000 Penalty: 4982.958984
	Iteration 2F: 3 clusters Score -2640609 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2641029.500000 Penalty: 4982.958984
	Iteration 3Q: 3 clusters Score -2641030 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2641445.500000 Penalty: 4982.958984
	Iteration 4Q: 3 clusters Score -2641446 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2641937.250000 Penalty: 4982.958984
	Iteration 5Q: 3 clusters Score -2641937 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2642531.750000 Penalty: 4982.958984
	Iteration 6F: 3 clusters Score -2642532 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2643175.000000 Penalty: 4982.958984
	Iteration 7F: 3 clusters Score -2643175 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2643808.250000 Penalty: 4982.958984
	Iteration 8F: 3 clusters Score -2643808 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -2644342.000000 Penalty: 4982.958984
	Iteration 9Q: 3 clusters Score -2644342 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2644845.500000 Penalty: 4982.958984
	Iteration 10Q: 3 clusters Score -2644846 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2645342.250000 Penalty: 4982.958984
	Iteration 11Q: 3 clusters Score -2645342 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2645785.250000 Penalty: 4982.958984
	Iteration 12Q: 3 clusters Score -2645785 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2646211.750000 Penalty: 4982.958984
	Iteration 13Q: 3 clusters Score -2646212 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2646613.500000 Penalty: 4982.958984
	Iteration 14Q: 3 clusters Score -2646614 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2647007.500000 Penalty: 4982.958984
	Iteration 15Q: 3 clusters Score -2647008 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2647364.750000 Penalty: 4982.958984
	Iteration 16Q: 3 clusters Score -2647365 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2647683.250000 Penalty: 4982.958984
	Iteration 17Q: 3 clusters Score -2647683 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2647887.750000 Penalty: 4982.958984
	Iteration 18Q: 3 clusters Score -2647888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2648058.000000 Penalty: 4982.958984
	Iteration 19Q: 3 clusters Score -2648058 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2648182.750000 Penalty: 4982.958984
	Iteration 20F: 3 clusters Score -2648183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -2648250.750000 Penalty: 4982.958984
	Iteration 21Q: 3 clusters Score -2648251 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2648296.000000 Penalty: 4982.958984
	Iteration 22Q: 3 clusters Score -2648296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2648323.000000 Penalty: 4982.958984
	Iteration 23Q: 3 clusters Score -2648323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2648347.250000 Penalty: 4982.958984
	Iteration 24Q: 3 clusters Score -2648347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -2648367.000000 Penalty: 4982.958984
	Iteration 25Q: 3 clusters Score -2648367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2648378.250000 Penalty: 4982.958984
	Iteration 26Q: 3 clusters Score -2648378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2648397.750000 Penalty: 4982.958984
	Iteration 27Q: 3 clusters Score -2648398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -2648412.000000 Penalty: 4982.958984
	Iteration 28Q: 3 clusters Score -2648412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2648423.000000 Penalty: 4982.958984
	Iteration 29Q: 3 clusters Score -2648423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2648434.250000 Penalty: 4982.958984
	Iteration 30Q: 3 clusters Score -2648434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2648442.750000 Penalty: 4982.958984
	Iteration 31Q: 3 clusters Score -2648443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2648457.250000 Penalty: 4982.958984
	Iteration 32Q: 3 clusters Score -2648457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2648473.750000 Penalty: 4982.958984
	Iteration 33Q: 3 clusters Score -2648474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2648482.750000 Penalty: 4982.958984
	Iteration 34Q: 3 clusters Score -2648483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2648486.250000 Penalty: 4982.958984
	Iteration 35Q: 3 clusters Score -2648486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2648488.000000 Penalty: 4982.958984
	Iteration 36Q: 3 clusters Score -2648488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2648489.250000 Penalty: 4982.958984
	Iteration 37Q: 3 clusters Score -2648489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2648491.000000 Penalty: 4982.958984
	Iteration 38Q: 3 clusters Score -2648491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2648491.000000 Penalty: 4982.958984
	Iteration 39F: 3 clusters Score -2648491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Entering Unmasked Estep 
Score: -1116733.625000 Penalty: 2253.614502
	Iteration 0F: 2 clusters Score -1116734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1109758.625000 Penalty: 4507.229004
	Iteration 0F: 3 clusters Score -1109759 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1111737.250000 Penalty: 4507.229004
	Iteration 1F: 3 clusters Score -1111737 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1111974.125000 Penalty: 4507.229004
	Iteration 2F: 3 clusters Score -1111974 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1112119.125000 Penalty: 4507.229004
	Iteration 3Q: 3 clusters Score -1112119 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1112220.375000 Penalty: 4507.229004
	Iteration 4Q: 3 clusters Score -1112220 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1112302.250000 Penalty: 4507.229004
	Iteration 5Q: 3 clusters Score -1112302 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1112347.750000 Penalty: 4507.229004
	Iteration 6Q: 3 clusters Score -1112348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1112381.250000 Penalty: 4507.229004
	Iteration 7Q: 3 clusters Score -1112381 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1112404.500000 Penalty: 4507.229004
	Iteration 8Q: 3 clusters Score -1112404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1112423.625000 Penalty: 4507.229004
	Iteration 9Q: 3 clusters Score -1112424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1112439.875000 Penalty: 4507.229004
	Iteration 10Q: 3 clusters Score -1112440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1112461.250000 Penalty: 4507.229004
	Iteration 11Q: 3 clusters Score -1112461 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1112477.750000 Penalty: 4507.229004
	Iteration 12Q: 3 clusters Score -1112478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1112493.125000 Penalty: 4507.229004
	Iteration 13Q: 3 clusters Score -1112493 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1112507.750000 Penalty: 4507.229004
	Iteration 14Q: 3 clusters Score -1112508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1112524.375000 Penalty: 4507.229004
	Iteration 15Q: 3 clusters Score -1112524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1112544.750000 Penalty: 4507.229004
	Iteration 16Q: 3 clusters Score -1112545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1112552.750000 Penalty: 4507.229004
	Iteration 17Q: 3 clusters Score -1112553 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1112569.875000 Penalty: 4507.229004
	Iteration 18Q: 3 clusters Score -1112570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1112581.625000 Penalty: 4507.229004
	Iteration 19Q: 3 clusters Score -1112582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1112588.750000 Penalty: 4507.229004
	Iteration 20F: 3 clusters Score -1112589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1112601.250000 Penalty: 4507.229004
	Iteration 21Q: 3 clusters Score -1112601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1112616.125000 Penalty: 4507.229004
	Iteration 22Q: 3 clusters Score -1112616 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1112627.250000 Penalty: 4507.229004
	Iteration 23Q: 3 clusters Score -1112627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1112644.125000 Penalty: 4507.229004
	Iteration 24Q: 3 clusters Score -1112644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1112661.500000 Penalty: 4507.229004
	Iteration 25Q: 3 clusters Score -1112662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1112680.875000 Penalty: 4507.229004
	Iteration 26Q: 3 clusters Score -1112681 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1112703.500000 Penalty: 4507.229004
	Iteration 27Q: 3 clusters Score -1112704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1112725.625000 Penalty: 4507.229004
	Iteration 28Q: 3 clusters Score -1112726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1112763.250000 Penalty: 4507.229004
	Iteration 29Q: 3 clusters Score -1112763 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1112811.875000 Penalty: 4507.229004
	Iteration 30Q: 3 clusters Score -1112812 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1112873.250000 Penalty: 4507.229004
	Iteration 31Q: 3 clusters Score -1112873 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1112944.375000 Penalty: 4507.229004
	Iteration 32Q: 3 clusters Score -1112944 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1113022.375000 Penalty: 4507.229004
	Iteration 33Q: 3 clusters Score -1113022 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1113102.250000 Penalty: 4507.229004
	Iteration 34Q: 3 clusters Score -1113102 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1113190.250000 Penalty: 4507.229004
	Iteration 35Q: 3 clusters Score -1113190 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1113300.000000 Penalty: 4507.229004
	Iteration 36Q: 3 clusters Score -1113300 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1113424.500000 Penalty: 4507.229004
	Iteration 37Q: 3 clusters Score -1113424 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1113581.250000 Penalty: 4507.229004
	Iteration 38Q: 3 clusters Score -1113581 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1113767.500000 Penalty: 4507.229004
	Iteration 39Q: 3 clusters Score -1113768 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1113953.000000 Penalty: 4507.229004
	Iteration 40F: 3 clusters Score -1113953 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1114128.500000 Penalty: 4507.229004
	Iteration 41Q: 3 clusters Score -1114128 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1114279.625000 Penalty: 4507.229004
	Iteration 42Q: 3 clusters Score -1114280 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1114389.375000 Penalty: 4507.229004
	Iteration 43Q: 3 clusters Score -1114389 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1114471.375000 Penalty: 4507.229004
	Iteration 44Q: 3 clusters Score -1114471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1114530.625000 Penalty: 4507.229004
	Iteration 45Q: 3 clusters Score -1114531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1114582.625000 Penalty: 4507.229004
	Iteration 46Q: 3 clusters Score -1114583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1114634.875000 Penalty: 4507.229004
	Iteration 47Q: 3 clusters Score -1114635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1114659.750000 Penalty: 4507.229004
	Iteration 48Q: 3 clusters Score -1114660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1114682.000000 Penalty: 4507.229004
	Iteration 49Q: 3 clusters Score -1114682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1114703.750000 Penalty: 4507.229004
	Iteration 50Q: 3 clusters Score -1114704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1114712.625000 Penalty: 4507.229004
	Iteration 51Q: 3 clusters Score -1114713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1114720.500000 Penalty: 4507.229004
	Iteration 52Q: 3 clusters Score -1114720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1114725.750000 Penalty: 4507.229004
	Iteration 53Q: 3 clusters Score -1114726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1114730.375000 Penalty: 4507.229004
	Iteration 54Q: 3 clusters Score -1114730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1114731.250000 Penalty: 4507.229004
	Iteration 55Q: 3 clusters Score -1114731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1114736.250000 Penalty: 4507.229004
	Iteration 56Q: 3 clusters Score -1114736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1114740.625000 Penalty: 4507.229004
	Iteration 57Q: 3 clusters Score -1114741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1114741.250000 Penalty: 4507.229004
	Iteration 58Q: 3 clusters Score -1114741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1114741.875000 Penalty: 4507.229004
	Iteration 59Q: 3 clusters Score -1114742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1114746.500000 Penalty: 4507.229004
	Iteration 60F: 3 clusters Score -1114746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1114745.125000 Penalty: 4507.229004
	Iteration 61Q: 3 clusters Score -1114745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1114746.000000 Penalty: 4507.229004
	Iteration 62Q: 3 clusters Score -1114746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1114750.750000 Penalty: 4507.229004
	Iteration 63Q: 3 clusters Score -1114751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1114749.500000 Penalty: 4507.229004
	Iteration 64Q: 3 clusters Score -1114750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1114749.500000 Penalty: 4507.229004
	Iteration 65F: 3 clusters Score -1114750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Entering Unmasked Estep 
Score: -2522078.250000 Penalty: 2457.018066
	Iteration 0F: 2 clusters Score -2522078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2508045.750000 Penalty: 4914.036133
	Iteration 0F: 3 clusters Score -2508046 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2512736.750000 Penalty: 4914.036133
	Iteration 1F: 3 clusters Score -2512737 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2513052.000000 Penalty: 4914.036133
	Iteration 2Q: 3 clusters Score -2513052 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2513268.250000 Penalty: 4914.036133
	Iteration 3Q: 3 clusters Score -2513268 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2513459.500000 Penalty: 4914.036133
	Iteration 4Q: 3 clusters Score -2513460 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2513601.250000 Penalty: 4914.036133
	Iteration 5Q: 3 clusters Score -2513601 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2513728.500000 Penalty: 4914.036133
	Iteration 6Q: 3 clusters Score -2513728 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2513881.500000 Penalty: 4914.036133
	Iteration 7Q: 3 clusters Score -2513882 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2514065.250000 Penalty: 4914.036133
	Iteration 8Q: 3 clusters Score -2514065 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2514323.500000 Penalty: 4914.036133
	Iteration 9Q: 3 clusters Score -2514324 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2514704.750000 Penalty: 4914.036133
	Iteration 10Q: 3 clusters Score -2514705 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2515259.750000 Penalty: 4914.036133
	Iteration 11Q: 3 clusters Score -2515260 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2516063.500000 Penalty: 4914.036133
	Iteration 12F: 3 clusters Score -2516064 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2517000.500000 Penalty: 4914.036133
	Iteration 13F: 3 clusters Score -2517000 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2518070.250000 Penalty: 4914.036133
	Iteration 14F: 3 clusters Score -2518070 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2518896.000000 Penalty: 4914.036133
	Iteration 15Q: 3 clusters Score -2518896 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2519416.500000 Penalty: 4914.036133
	Iteration 16Q: 3 clusters Score -2519416 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2519631.250000 Penalty: 4914.036133
	Iteration 17Q: 3 clusters Score -2519631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2519734.000000 Penalty: 4914.036133
	Iteration 18Q: 3 clusters Score -2519734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2519805.250000 Penalty: 4914.036133
	Iteration 19Q: 3 clusters Score -2519805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2519863.750000 Penalty: 4914.036133
	Iteration 20F: 3 clusters Score -2519864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2519885.750000 Penalty: 4914.036133
	Iteration 21Q: 3 clusters Score -2519886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2519915.250000 Penalty: 4914.036133
	Iteration 22Q: 3 clusters Score -2519915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2519929.500000 Penalty: 4914.036133
	Iteration 23Q: 3 clusters Score -2519930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2519940.500000 Penalty: 4914.036133
	Iteration 24Q: 3 clusters Score -2519940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2519944.000000 Penalty: 4914.036133
	Iteration 25Q: 3 clusters Score -2519944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2519945.250000 Penalty: 4914.036133
	Iteration 26Q: 3 clusters Score -2519945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2519946.500000 Penalty: 4914.036133
	Iteration 27Q: 3 clusters Score -2519946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2519949.750000 Penalty: 4914.036133
	Iteration 28Q: 3 clusters Score -2519950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2519950.750000 Penalty: 4914.036133
	Iteration 29Q: 3 clusters Score -2519951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -2519952.000000 Penalty: 4914.036133
	Iteration 30Q: 3 clusters Score -2519952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2519956.500000 Penalty: 4914.036133
	Iteration 31Q: 3 clusters Score -2519956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2519959.000000 Penalty: 4914.036133
	Iteration 32Q: 3 clusters Score -2519959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2519965.500000 Penalty: 4914.036133
	Iteration 33Q: 3 clusters Score -2519966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2519966.250000 Penalty: 4914.036133
	Iteration 34Q: 3 clusters Score -2519966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2519965.500000 Penalty: 4914.036133
	Iteration 35Q: 3 clusters Score -2519966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2519966.750000 Penalty: 4914.036133
	Iteration 36Q: 3 clusters Score -2519967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2519966.750000 Penalty: 4914.036133
	Iteration 37F: 3 clusters Score -2519967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Entering Unmasked Estep 
Score: -8096450.000000 Penalty: 2770.672852
	Iteration 0F: 2 clusters Score -8096450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -8048757.500000 Penalty: 5541.345703
	Iteration 0F: 3 clusters Score -8048758 nChanged 33374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -8067864.500000 Penalty: 5541.345703
	Iteration 1F: 3 clusters Score -8067864 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -8069039.000000 Penalty: 5541.345703
	Iteration 2Q: 3 clusters Score -8069039 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -8070627.500000 Penalty: 5541.345703
	Iteration 3Q: 3 clusters Score -8070628 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8072834.500000 Penalty: 5541.345703
	Iteration 4F: 3 clusters Score -8072834 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -8075458.000000 Penalty: 5541.345703
	Iteration 5F: 3 clusters Score -8075458 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -8078173.000000 Penalty: 5541.345703
	Iteration 6F: 3 clusters Score -8078173 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8080583.500000 Penalty: 5541.345703
	Iteration 7F: 3 clusters Score -8080584 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -8082423.500000 Penalty: 5541.345703
	Iteration 8F: 3 clusters Score -8082424 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -8083916.000000 Penalty: 5541.345703
	Iteration 9Q: 3 clusters Score -8083916 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8085104.500000 Penalty: 5541.345703
	Iteration 10Q: 3 clusters Score -8085104 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -8086267.000000 Penalty: 5541.345703
	Iteration 11Q: 3 clusters Score -8086267 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -8087136.000000 Penalty: 5541.345703
	Iteration 12Q: 3 clusters Score -8087136 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -8087946.000000 Penalty: 5541.345703
	Iteration 13Q: 3 clusters Score -8087946 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -8088657.000000 Penalty: 5541.345703
	Iteration 14Q: 3 clusters Score -8088657 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -8089363.000000 Penalty: 5541.345703
	Iteration 15Q: 3 clusters Score -8089363 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -8089914.000000 Penalty: 5541.345703
	Iteration 16Q: 3 clusters Score -8089914 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -8090460.500000 Penalty: 5541.345703
	Iteration 17Q: 3 clusters Score -8090460 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -8090877.000000 Penalty: 5541.345703
	Iteration 18Q: 3 clusters Score -8090877 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -8091201.000000 Penalty: 5541.345703
	Iteration 19Q: 3 clusters Score -8091201 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -8091500.000000 Penalty: 5541.345703
	Iteration 20F: 3 clusters Score -8091500 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -8091703.500000 Penalty: 5541.345703
	Iteration 21Q: 3 clusters Score -8091704 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -8091864.000000 Penalty: 5541.345703
	Iteration 22Q: 3 clusters Score -8091864 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -8092034.000000 Penalty: 5541.345703
	Iteration 23Q: 3 clusters Score -8092034 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8092165.500000 Penalty: 5541.345703
	Iteration 24Q: 3 clusters Score -8092166 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -8092231.500000 Penalty: 5541.345703
	Iteration 25Q: 3 clusters Score -8092232 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -8092339.500000 Penalty: 5541.345703
	Iteration 26Q: 3 clusters Score -8092340 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8092407.000000 Penalty: 5541.345703
	Iteration 27Q: 3 clusters Score -8092407 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -8092453.000000 Penalty: 5541.345703
	Iteration 28Q: 3 clusters Score -8092453 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8092497.500000 Penalty: 5541.345703
	Iteration 29Q: 3 clusters Score -8092498 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8092543.000000 Penalty: 5541.345703
	Iteration 30Q: 3 clusters Score -8092543 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8092617.000000 Penalty: 5541.345703
	Iteration 31Q: 3 clusters Score -8092617 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -8092667.000000 Penalty: 5541.345703
	Iteration 32Q: 3 clusters Score -8092667 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50931 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -8092732.500000 Penalty: 5541.345703
	Iteration 33Q: 3 clusters Score -8092732 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -8092816.500000 Penalty: 5541.345703
	Iteration 34Q: 3 clusters Score -8092816 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -8092833.000000 Penalty: 5541.345703
	Iteration 35Q: 3 clusters Score -8092833 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -8092850.000000 Penalty: 5541.345703
	Iteration 36Q: 3 clusters Score -8092850 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -8092869.500000 Penalty: 5541.345703
	Iteration 37Q: 3 clusters Score -8092870 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -8092872.000000 Penalty: 5541.345703
	Iteration 38Q: 3 clusters Score -8092872 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -8092930.000000 Penalty: 5541.345703
	Iteration 39Q: 3 clusters Score -8092930 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -8092958.500000 Penalty: 5541.345703
	Iteration 40F: 3 clusters Score -8092958 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -8092995.500000 Penalty: 5541.345703
	Iteration 41Q: 3 clusters Score -8092996 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -8093041.500000 Penalty: 5541.345703
	Iteration 42Q: 3 clusters Score -8093042 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -8093040.000000 Penalty: 5541.345703
	Iteration 43Q: 3 clusters Score -8093040 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -8093063.000000 Penalty: 5541.345703
	Iteration 44Q: 3 clusters Score -8093063 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -8093100.000000 Penalty: 5541.345703
	Iteration 45Q: 3 clusters Score -8093100 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -8093143.000000 Penalty: 5541.345703
	Iteration 46Q: 3 clusters Score -8093143 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -8093187.500000 Penalty: 5541.345703
	Iteration 47Q: 3 clusters Score -8093188 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -8093239.000000 Penalty: 5541.345703
	Iteration 48Q: 3 clusters Score -8093239 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -8093261.500000 Penalty: 5541.345703
	Iteration 49Q: 3 clusters Score -8093262 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -8093309.000000 Penalty: 5541.345703
	Iteration 50Q: 3 clusters Score -8093309 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -8093361.000000 Penalty: 5541.345703
	Iteration 51Q: 3 clusters Score -8093361 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -8093377.500000 Penalty: 5541.345703
	Iteration 52Q: 3 clusters Score -8093378 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -8093413.000000 Penalty: 5541.345703
	Iteration 53Q: 3 clusters Score -8093413 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -8093466.500000 Penalty: 5541.345703
	Iteration 54Q: 3 clusters Score -8093466 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -8093479.500000 Penalty: 5541.345703
	Iteration 55Q: 3 clusters Score -8093480 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -8093532.000000 Penalty: 5541.345703
	Iteration 56Q: 3 clusters Score -8093532 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -8093557.000000 Penalty: 5541.345703
	Iteration 57Q: 3 clusters Score -8093557 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -8093594.000000 Penalty: 5541.345703
	Iteration 58Q: 3 clusters Score -8093594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56713 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -8093625.500000 Penalty: 5541.345703
	Iteration 59Q: 3 clusters Score -8093626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -8093650.500000 Penalty: 5541.345703
	Iteration 60F: 3 clusters Score -8093650 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -8093663.000000 Penalty: 5541.345703
	Iteration 61Q: 3 clusters Score -8093663 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -8093694.000000 Penalty: 5541.345703
	Iteration 62Q: 3 clusters Score -8093694 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -8093698.500000 Penalty: 5541.345703
	Iteration 63Q: 3 clusters Score -8093698 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57465 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -8093719.000000 Penalty: 5541.345703
	Iteration 64Q: 3 clusters Score -8093719 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -8093713.000000 Penalty: 5541.345703
	Iteration 65Q: 3 clusters Score -8093713 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -8093713.500000 Penalty: 5541.345703
	Iteration 66Q: 3 clusters Score -8093714 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -8093710.000000 Penalty: 5541.345703
	Iteration 67Q: 3 clusters Score -8093710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -8093732.000000 Penalty: 5541.345703
	Iteration 68Q: 3 clusters Score -8093732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -8093752.500000 Penalty: 5541.345703
	Iteration 69Q: 3 clusters Score -8093752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -8093779.500000 Penalty: 5541.345703
	Iteration 70Q: 3 clusters Score -8093780 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -8093789.000000 Penalty: 5541.345703
	Iteration 71Q: 3 clusters Score -8093789 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -8093794.000000 Penalty: 5541.345703
	Iteration 72Q: 3 clusters Score -8093794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -8093824.000000 Penalty: 5541.345703
	Iteration 73Q: 3 clusters Score -8093824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -8093835.000000 Penalty: 5541.345703
	Iteration 74Q: 3 clusters Score -8093835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8093844.500000 Penalty: 5541.345703
	Iteration 75Q: 3 clusters Score -8093844 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -8093850.000000 Penalty: 5541.345703
	Iteration 76Q: 3 clusters Score -8093850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -8093853.500000 Penalty: 5541.345703
	Iteration 77Q: 3 clusters Score -8093854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -8093861.500000 Penalty: 5541.345703
	Iteration 78Q: 3 clusters Score -8093862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -8093841.000000 Penalty: 5541.345703
	Iteration 79Q: 3 clusters Score -8093841 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -8093851.000000 Penalty: 5541.345703
	Iteration 80F: 3 clusters Score -8093851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -8093855.500000 Penalty: 5541.345703
	Iteration 81Q: 3 clusters Score -8093856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -8093873.000000 Penalty: 5541.345703
	Iteration 82Q: 3 clusters Score -8093873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -8093892.000000 Penalty: 5541.345703
	Iteration 83Q: 3 clusters Score -8093892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -8093892.000000 Penalty: 5541.345703
	Iteration 84Q: 3 clusters Score -8093892 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8095401.500000 Penalty: 5541.345703
	Iteration 179Q: 3 clusters Score -8095402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8095400.000000 Penalty: 5541.345703
	Iteration 180F: 3 clusters Score -8095400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8095403.000000 Penalty: 5541.345703
	Iteration 181Q: 3 clusters Score -8095403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8095403.000000 Penalty: 5541.345703
	Iteration 182F: 3 clusters Score -8095403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (34083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Entering Unmasked Estep 
Score: -3661608.750000 Penalty: 2588.265381
	Iteration 0F: 2 clusters Score -3661609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3638282.750000 Penalty: 5176.530762
	Iteration 0F: 3 clusters Score -3638283 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3647444.000000 Penalty: 5176.530762
	Iteration 1F: 3 clusters Score -3647444 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3648651.250000 Penalty: 5176.530762
	Iteration 2F: 3 clusters Score -3648651 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3650116.000000 Penalty: 5176.530762
	Iteration 3F: 3 clusters Score -3650116 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3651794.250000 Penalty: 5176.530762
	Iteration 4F: 3 clusters Score -3651794 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3653347.500000 Penalty: 5176.530762
	Iteration 5F: 3 clusters Score -3653348 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3654577.500000 Penalty: 5176.530762
	Iteration 6F: 3 clusters Score -3654578 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3655554.000000 Penalty: 5176.530762
	Iteration 7Q: 3 clusters Score -3655554 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -3656260.000000 Penalty: 5176.530762
	Iteration 8Q: 3 clusters Score -3656260 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3656702.500000 Penalty: 5176.530762
	Iteration 9Q: 3 clusters Score -3656702 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3657063.500000 Penalty: 5176.530762
	Iteration 10Q: 3 clusters Score -3657064 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3657274.500000 Penalty: 5176.530762
	Iteration 11Q: 3 clusters Score -3657274 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3657460.750000 Penalty: 5176.530762
	Iteration 12Q: 3 clusters Score -3657461 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3657584.750000 Penalty: 5176.530762
	Iteration 13Q: 3 clusters Score -3657585 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3657673.750000 Penalty: 5176.530762
	Iteration 14Q: 3 clusters Score -3657674 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3657753.250000 Penalty: 5176.530762
	Iteration 15Q: 3 clusters Score -3657753 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3657862.000000 Penalty: 5176.530762
	Iteration 16Q: 3 clusters Score -3657862 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3657939.500000 Penalty: 5176.530762
	Iteration 17Q: 3 clusters Score -3657940 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3658028.500000 Penalty: 5176.530762
	Iteration 18Q: 3 clusters Score -3658028 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3658126.750000 Penalty: 5176.530762
	Iteration 19Q: 3 clusters Score -3658127 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3658238.000000 Penalty: 5176.530762
	Iteration 20F: 3 clusters Score -3658238 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -3658362.000000 Penalty: 5176.530762
	Iteration 21Q: 3 clusters Score -3658362 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3658503.250000 Penalty: 5176.530762
	Iteration 22Q: 3 clusters Score -3658503 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3658606.000000 Penalty: 5176.530762
	Iteration 23Q: 3 clusters Score -3658606 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3658730.750000 Penalty: 5176.530762
	Iteration 24Q: 3 clusters Score -3658731 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3658879.250000 Penalty: 5176.530762
	Iteration 25Q: 3 clusters Score -3658879 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3659041.750000 Penalty: 5176.530762
	Iteration 26Q: 3 clusters Score -3659042 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3659197.000000 Penalty: 5176.530762
	Iteration 27Q: 3 clusters Score -3659197 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3659333.750000 Penalty: 5176.530762
	Iteration 28Q: 3 clusters Score -3659334 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3659472.250000 Penalty: 5176.530762
	Iteration 29Q: 3 clusters Score -3659472 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3659621.750000 Penalty: 5176.530762
	Iteration 30Q: 3 clusters Score -3659622 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3659758.250000 Penalty: 5176.530762
	Iteration 31Q: 3 clusters Score -3659758 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3659898.250000 Penalty: 5176.530762
	Iteration 32Q: 3 clusters Score -3659898 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -3660017.500000 Penalty: 5176.530762
	Iteration 33Q: 3 clusters Score -3660018 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3660118.000000 Penalty: 5176.530762
	Iteration 34Q: 3 clusters Score -3660118 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3660207.750000 Penalty: 5176.530762
	Iteration 35Q: 3 clusters Score -3660208 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -3660270.750000 Penalty: 5176.530762
	Iteration 36Q: 3 clusters Score -3660271 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3660336.000000 Penalty: 5176.530762
	Iteration 37Q: 3 clusters Score -3660336 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -3660402.250000 Penalty: 5176.530762
	Iteration 38Q: 3 clusters Score -3660402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3660463.250000 Penalty: 5176.530762
	Iteration 39Q: 3 clusters Score -3660463 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3660498.250000 Penalty: 5176.530762
	Iteration 40F: 3 clusters Score -3660498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3660545.000000 Penalty: 5176.530762
	Iteration 41Q: 3 clusters Score -3660545 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3660567.500000 Penalty: 5176.530762
	Iteration 42Q: 3 clusters Score -3660568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -3660590.000000 Penalty: 5176.530762
	Iteration 43Q: 3 clusters Score -3660590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3660622.500000 Penalty: 5176.530762
	Iteration 44Q: 3 clusters Score -3660622 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3660637.750000 Penalty: 5176.530762
	Iteration 45Q: 3 clusters Score -3660638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -3660663.750000 Penalty: 5176.530762
	Iteration 46Q: 3 clusters Score -3660664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3660675.000000 Penalty: 5176.530762
	Iteration 47Q: 3 clusters Score -3660675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3660704.750000 Penalty: 5176.530762
	Iteration 48Q: 3 clusters Score -3660705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -3660717.250000 Penalty: 5176.530762
	Iteration 49Q: 3 clusters Score -3660717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3660729.000000 Penalty: 5176.530762
	Iteration 50Q: 3 clusters Score -3660729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3660737.500000 Penalty: 5176.530762
	Iteration 51Q: 3 clusters Score -3660738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3660755.250000 Penalty: 5176.530762
	Iteration 52Q: 3 clusters Score -3660755 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -3660771.500000 Penalty: 5176.530762
	Iteration 53Q: 3 clusters Score -3660772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3660779.250000 Penalty: 5176.530762
	Iteration 54Q: 3 clusters Score -3660779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3660784.250000 Penalty: 5176.530762
	Iteration 55Q: 3 clusters Score -3660784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -3660798.000000 Penalty: 5176.530762
	Iteration 56Q: 3 clusters Score -3660798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3660793.250000 Penalty: 5176.530762
	Iteration 57Q: 3 clusters Score -3660793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3660799.000000 Penalty: 5176.530762
	Iteration 58Q: 3 clusters Score -3660799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3660803.750000 Penalty: 5176.530762
	Iteration 59Q: 3 clusters Score -3660804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3660812.750000 Penalty: 5176.530762
	Iteration 60F: 3 clusters Score -3660813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3660813.250000 Penalty: 5176.530762
	Iteration 61Q: 3 clusters Score -3660813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -3660814.750000 Penalty: 5176.530762
	Iteration 62Q: 3 clusters Score -3660815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3660822.000000 Penalty: 5176.530762
	Iteration 63Q: 3 clusters Score -3660822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3660811.750000 Penalty: 5176.530762
	Iteration 64Q: 3 clusters Score -3660812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3660820.000000 Penalty: 5176.530762
	Iteration 65Q: 3 clusters Score -3660820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3660817.250000 Penalty: 5176.530762
	Iteration 66Q: 3 clusters Score -3660817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3660823.500000 Penalty: 5176.530762
	Iteration 67Q: 3 clusters Score -3660824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -3660834.750000 Penalty: 5176.530762
	Iteration 68Q: 3 clusters Score -3660835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -3660834.750000 Penalty: 5176.530762
	Iteration 69Q: 3 clusters Score -3660835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3660829.750000 Penalty: 5176.530762
	Iteration 70Q: 3 clusters Score -3660830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3660832.750000 Penalty: 5176.530762
	Iteration 71Q: 3 clusters Score -3660833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3660832.500000 Penalty: 5176.530762
	Iteration 72Q: 3 clusters Score -3660832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3660844.750000 Penalty: 5176.530762
	Iteration 73Q: 3 clusters Score -3660845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -3660842.750000 Penalty: 5176.530762
	Iteration 74Q: 3 clusters Score -3660843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3660843.250000 Penalty: 5176.530762
	Iteration 75Q: 3 clusters Score -3660843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3660846.000000 Penalty: 5176.530762
	Iteration 76Q: 3 clusters Score -3660846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3660846.000000 Penalty: 5176.530762
	Iteration 77Q: 3 clusters Score -3660846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3660844.500000 Penalty: 5176.530762
	Iteration 78Q: 3 clusters Score -3660844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3660838.750000 Penalty: 5176.530762
	Iteration 79Q: 3 clusters Score -3660839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3660840.750000 Penalty: 5176.530762
	Iteration 80F: 3 clusters Score -3660841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -3660855.750000 Penalty: 5176.530762
	Iteration 81Q: 3 clusters Score -3660856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3660863.750000 Penalty: 5176.530762
	Iteration 82Q: 3 clusters Score -3660864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3660857.000000 Penalty: 5176.530762
	Iteration 83Q: 3 clusters Score -3660857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3660859.250000 Penalty: 5176.530762
	Iteration 84Q: 3 clusters Score -3660859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3660861.000000 Penalty: 5176.530762
	Iteration 85Q: 3 clusters Score -3660861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -3660859.250000 Penalty: 5176.530762
	Iteration 86Q: 3 clusters Score -3660859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3660863.000000 Penalty: 5176.530762
	Iteration 87Q: 3 clusters Score -3660863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -3660863.250000 Penalty: 5176.530762
	Iteration 88Q: 3 clusters Score -3660863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -3660869.750000 Penalty: 5176.530762
	Iteration 89Q: 3 clusters Score -3660870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3660869.750000 Penalty: 5176.530762
	Iteration 90Q: 3 clusters Score -3660870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3660864.500000 Penalty: 5176.530762
	Iteration 91Q: 3 clusters Score -3660864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -3660865.250000 Penalty: 5176.530762
	Iteration 92Q: 3 clusters Score -3660865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -3660867.250000 Penalty: 5176.530762
	Iteration 93Q: 3 clusters Score -3660867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -3660866.000000 Penalty: 5176.530762
	Iteration 94Q: 3 clusters Score -3660866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -3660867.500000 Penalty: 5176.530762
	Iteration 95Q: 3 clusters Score -3660868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -3660868.500000 Penalty: 5176.530762
	Iteration 96Q: 3 clusters Score -3660868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -3660862.750000 Penalty: 5176.530762
	Iteration 97Q: 3 clusters Score -3660863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -3660862.500000 Penalty: 5176.530762
	Iteration 98Q: 3 clusters Score -3660862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -3660867.750000 Penalty: 5176.530762
	Iteration 99Q: 3 clusters Score -3660868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3660864.000000 Penalty: 5176.530762
	Iteration 100F: 3 clusters Score -3660864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3660863.250000 Penalty: 5176.530762
	Iteration 101Q: 3 clusters Score -3660863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3660860.750000 Penalty: 5176.530762
	Iteration 102Q: 3 clusters Score -3660861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -3660865.250000 Penalty: 5176.530762
	Iteration 103Q: 3 clusters Score -3660865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3660856.250000 Penalty: 5176.530762
	Iteration 104Q: 3 clusters Score -3660856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3660855.250000 Penalty: 5176.530762
	Iteration 105Q: 3 clusters Score -3660855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -3660853.250000 Penalty: 5176.530762
	Iteration 106Q: 3 clusters Score -3660853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3660864.250000 Penalty: 5176.530762
	Iteration 107Q: 3 clusters Score -3660864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -3660866.250000 Penalty: 5176.530762
	Iteration 108Q: 3 clusters Score -3660866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3660867.750000 Penalty: 5176.530762
	Iteration 109Q: 3 clusters Score -3660868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3660873.250000 Penalty: 5176.530762
	Iteration 110Q: 3 clusters Score -3660873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -3660871.250000 Penalty: 5176.530762
	Iteration 111Q: 3 clusters Score -3660871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -3660874.000000 Penalty: 5176.530762
	Iteration 112Q: 3 clusters Score -3660874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -3660874.000000 Penalty: 5176.530762
	Iteration 113Q: 3 clusters Score -3660874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3660877.500000 Penalty: 5176.530762
	Iteration 114Q: 3 clusters Score -3660878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3660873.750000 Penalty: 5176.530762
	Iteration 115Q: 3 clusters Score -3660874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -3660873.000000 Penalty: 5176.530762
	Iteration 116Q: 3 clusters Score -3660873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3660876.000000 Penalty: 5176.530762
	Iteration 117Q: 3 clusters Score -3660876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -3660879.000000 Penalty: 5176.530762
	Iteration 118Q: 3 clusters Score -3660879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3660875.750000 Penalty: 5176.530762
	Iteration 119Q: 3 clusters Score -3660876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3660875.750000 Penalty: 5176.530762
	Iteration 120F: 3 clusters Score -3660876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Entering Unmasked Estep 
Score: -600401.250000 Penalty: 2147.699951
	Iteration 0F: 2 clusters Score -600401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -595414.312500 Penalty: 4295.399902
	Iteration 0F: 3 clusters Score -595414.3 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -596900.562500 Penalty: 4295.399902
	Iteration 1F: 3 clusters Score -596900.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -597273.500000 Penalty: 4295.399902
	Iteration 2F: 3 clusters Score -597273.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -597516.312500 Penalty: 4295.399902
	Iteration 3F: 3 clusters Score -597516.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -597677.125000 Penalty: 4295.399902
	Iteration 4Q: 3 clusters Score -597677.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -597810.562500 Penalty: 4295.399902
	Iteration 5Q: 3 clusters Score -597810.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -597936.875000 Penalty: 4295.399902
	Iteration 6Q: 3 clusters Score -597936.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -598090.937500 Penalty: 4295.399902
	Iteration 7Q: 3 clusters Score -598090.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -598238.062500 Penalty: 4295.399902
	Iteration 8Q: 3 clusters Score -598238.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -598376.062500 Penalty: 4295.399902
	Iteration 9Q: 3 clusters Score -598376.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -598508.062500 Penalty: 4295.399902
	Iteration 10Q: 3 clusters Score -598508.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -598625.937500 Penalty: 4295.399902
	Iteration 11Q: 3 clusters Score -598625.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -598753.937500 Penalty: 4295.399902
	Iteration 12Q: 3 clusters Score -598753.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -598881.750000 Penalty: 4295.399902
	Iteration 13Q: 3 clusters Score -598881.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -599049.750000 Penalty: 4295.399902
	Iteration 14Q: 3 clusters Score -599049.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -599190.437500 Penalty: 4295.399902
	Iteration 15Q: 3 clusters Score -599190.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -599309.937500 Penalty: 4295.399902
	Iteration 16Q: 3 clusters Score -599309.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -599401.812500 Penalty: 4295.399902
	Iteration 17Q: 3 clusters Score -599401.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -599489.937500 Penalty: 4295.399902
	Iteration 18Q: 3 clusters Score -599489.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -599576.937500 Penalty: 4295.399902
	Iteration 19Q: 3 clusters Score -599576.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -599631.812500 Penalty: 4295.399902
	Iteration 20F: 3 clusters Score -599631.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -599677.187500 Penalty: 4295.399902
	Iteration 21Q: 3 clusters Score -599677.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -599710.250000 Penalty: 4295.399902
	Iteration 22Q: 3 clusters Score -599710.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -599743.500000 Penalty: 4295.399902
	Iteration 23Q: 3 clusters Score -599743.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -599763.000000 Penalty: 4295.399902
	Iteration 24Q: 3 clusters Score -599763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -599778.875000 Penalty: 4295.399902
	Iteration 25Q: 3 clusters Score -599778.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -599793.750000 Penalty: 4295.399902
	Iteration 26Q: 3 clusters Score -599793.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -599806.812500 Penalty: 4295.399902
	Iteration 27Q: 3 clusters Score -599806.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -599825.500000 Penalty: 4295.399902
	Iteration 28Q: 3 clusters Score -599825.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -599831.562500 Penalty: 4295.399902
	Iteration 29Q: 3 clusters Score -599831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -599833.187500 Penalty: 4295.399902
	Iteration 30Q: 3 clusters Score -599833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -599834.937500 Penalty: 4295.399902
	Iteration 31Q: 3 clusters Score -599834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -599836.562500 Penalty: 4295.399902
	Iteration 32Q: 3 clusters Score -599836.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -599839.062500 Penalty: 4295.399902
	Iteration 33Q: 3 clusters Score -599839.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -599839.062500 Penalty: 4295.399902
	Iteration 34F: 3 clusters Score -599839.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (40012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Entering Unmasked Estep 
Score: -4232660.000000 Penalty: 2628.039795
	Iteration 0F: 2 clusters Score -4232660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4205472.000000 Penalty: 5256.079590
	Iteration 0F: 3 clusters Score -4205472 nChanged 18388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4216307.500000 Penalty: 5256.079590
	Iteration 1F: 3 clusters Score -4216308 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4217649.000000 Penalty: 5256.079590
	Iteration 2F: 3 clusters Score -4217649 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4219366.000000 Penalty: 5256.079590
	Iteration 3F: 3 clusters Score -4219366 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4221195.000000 Penalty: 5256.079590
	Iteration 4F: 3 clusters Score -4221195 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4222761.000000 Penalty: 5256.079590
	Iteration 5F: 3 clusters Score -4222761 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4223966.000000 Penalty: 5256.079590
	Iteration 6F: 3 clusters Score -4223966 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -4224806.500000 Penalty: 5256.079590
	Iteration 7Q: 3 clusters Score -4224806 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4225386.500000 Penalty: 5256.079590
	Iteration 8Q: 3 clusters Score -4225386 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -4225788.000000 Penalty: 5256.079590
	Iteration 9Q: 3 clusters Score -4225788 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -4226029.000000 Penalty: 5256.079590
	Iteration 10Q: 3 clusters Score -4226029 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4226217.500000 Penalty: 5256.079590
	Iteration 11Q: 3 clusters Score -4226218 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -4226401.500000 Penalty: 5256.079590
	Iteration 12Q: 3 clusters Score -4226402 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -4226575.500000 Penalty: 5256.079590
	Iteration 13Q: 3 clusters Score -4226576 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4226747.500000 Penalty: 5256.079590
	Iteration 14Q: 3 clusters Score -4226748 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4226991.500000 Penalty: 5256.079590
	Iteration 15Q: 3 clusters Score -4226992 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -4227305.000000 Penalty: 5256.079590
	Iteration 16Q: 3 clusters Score -4227305 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -4227714.500000 Penalty: 5256.079590
	Iteration 17Q: 3 clusters Score -4227714 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4228213.000000 Penalty: 5256.079590
	Iteration 18Q: 3 clusters Score -4228213 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4228789.000000 Penalty: 5256.079590
	Iteration 19Q: 3 clusters Score -4228789 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -4229477.500000 Penalty: 5256.079590
	Iteration 20F: 3 clusters Score -4229478 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4230077.000000 Penalty: 5256.079590
	Iteration 21Q: 3 clusters Score -4230077 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -4230705.000000 Penalty: 5256.079590
	Iteration 22Q: 3 clusters Score -4230705 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -4231222.000000 Penalty: 5256.079590
	Iteration 23Q: 3 clusters Score -4231222 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4231608.500000 Penalty: 5256.079590
	Iteration 24Q: 3 clusters Score -4231608 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4231881.500000 Penalty: 5256.079590
	Iteration 25Q: 3 clusters Score -4231882 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4232116.000000 Penalty: 5256.079590
	Iteration 26Q: 3 clusters Score -4232116 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4232340.000000 Penalty: 5256.079590
	Iteration 27Q: 3 clusters Score -4232340 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4232562.000000 Penalty: 5256.079590
	Iteration 28Q: 3 clusters Score -4232562 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4232722.500000 Penalty: 5256.079590
	Iteration 29Q: 3 clusters Score -4232722 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4232883.000000 Penalty: 5256.079590
	Iteration 30Q: 3 clusters Score -4232883 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -4232975.500000 Penalty: 5256.079590
	Iteration 31Q: 3 clusters Score -4232976 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4233072.500000 Penalty: 5256.079590
	Iteration 32Q: 3 clusters Score -4233072 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4233143.500000 Penalty: 5256.079590
	Iteration 33Q: 3 clusters Score -4233144 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -4233192.000000 Penalty: 5256.079590
	Iteration 34Q: 3 clusters Score -4233192 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4233248.500000 Penalty: 5256.079590
	Iteration 35Q: 3 clusters Score -4233248 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4233309.000000 Penalty: 5256.079590
	Iteration 36Q: 3 clusters Score -4233309 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4233357.000000 Penalty: 5256.079590
	Iteration 37Q: 3 clusters Score -4233357 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4233371.000000 Penalty: 5256.079590
	Iteration 38Q: 3 clusters Score -4233371 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4233398.000000 Penalty: 5256.079590
	Iteration 39Q: 3 clusters Score -4233398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -4233417.000000 Penalty: 5256.079590
	Iteration 40F: 3 clusters Score -4233417 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4233455.000000 Penalty: 5256.079590
	Iteration 41Q: 3 clusters Score -4233455 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4233475.500000 Penalty: 5256.079590
	Iteration 42Q: 3 clusters Score -4233476 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4233482.000000 Penalty: 5256.079590
	Iteration 43Q: 3 clusters Score -4233482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4233491.000000 Penalty: 5256.079590
	Iteration 44Q: 3 clusters Score -4233491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -4233522.000000 Penalty: 5256.079590
	Iteration 45Q: 3 clusters Score -4233522 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4233519.000000 Penalty: 5256.079590
	Iteration 46Q: 3 clusters Score -4233519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4233527.500000 Penalty: 5256.079590
	Iteration 47Q: 3 clusters Score -4233528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4233542.500000 Penalty: 5256.079590
	Iteration 48Q: 3 clusters Score -4233542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4233556.500000 Penalty: 5256.079590
	Iteration 49Q: 3 clusters Score -4233556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -4233562.000000 Penalty: 5256.079590
	Iteration 50Q: 3 clusters Score -4233562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -4233565.000000 Penalty: 5256.079590
	Iteration 51Q: 3 clusters Score -4233565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -4233569.000000 Penalty: 5256.079590
	Iteration 52Q: 3 clusters Score -4233569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -4233580.500000 Penalty: 5256.079590
	Iteration 53Q: 3 clusters Score -4233580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4233590.000000 Penalty: 5256.079590
	Iteration 54Q: 3 clusters Score -4233590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4233580.000000 Penalty: 5256.079590
	Iteration 55Q: 3 clusters Score -4233580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4233586.500000 Penalty: 5256.079590
	Iteration 56Q: 3 clusters Score -4233586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4233588.000000 Penalty: 5256.079590
	Iteration 57Q: 3 clusters Score -4233588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4233587.500000 Penalty: 5256.079590
	Iteration 58Q: 3 clusters Score -4233588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4233587.500000 Penalty: 5256.079590
	Iteration 59Q: 3 clusters Score -4233588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4233586.000000 Penalty: 5256.079590
	Iteration 60F: 3 clusters Score -4233586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4233595.500000 Penalty: 5256.079590
	Iteration 61Q: 3 clusters Score -4233596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -4233602.500000 Penalty: 5256.079590
	Iteration 62Q: 3 clusters Score -4233602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4233605.000000 Penalty: 5256.079590
	Iteration 63Q: 3 clusters Score -4233605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -4233601.000000 Penalty: 5256.079590
	Iteration 64Q: 3 clusters Score -4233601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4233595.500000 Penalty: 5256.079590
	Iteration 65Q: 3 clusters Score -4233596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -4233596.000000 Penalty: 5256.079590
	Iteration 66Q: 3 clusters Score -4233596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4233605.500000 Penalty: 5256.079590
	Iteration 67Q: 3 clusters Score -4233606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4233600.500000 Penalty: 5256.079590
	Iteration 68Q: 3 clusters Score -4233600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -4233598.500000 Penalty: 5256.079590
	Iteration 69Q: 3 clusters Score -4233598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -4233604.000000 Penalty: 5256.079590
	Iteration 70Q: 3 clusters Score -4233604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -4233604.500000 Penalty: 5256.079590
	Iteration 71Q: 3 clusters Score -4233604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4233603.000000 Penalty: 5256.079590
	Iteration 72Q: 3 clusters Score -4233603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -4233609.000000 Penalty: 5256.079590
	Iteration 73Q: 3 clusters Score -4233609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4233603.000000 Penalty: 5256.079590
	Iteration 74Q: 3 clusters Score -4233603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -4233603.000000 Penalty: 5256.079590
	Iteration 75F: 3 clusters Score -4233603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10504 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 120267 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59761 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26774 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240423 members 
Mstep: Class 17 contains 269816 members 
Mstep: Class 18 contains 192340 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41431 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 223006 members 
Mstep: Class 26 contains 9573 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 139429 members 
Mstep: Class 30 contains 23070 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71116 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 5768 members 
Mstep: Class 36 contains 5190 members 
Mstep: Class 37 contains 176115 members 
Mstep: Class 38 contains 35877 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 34822 members 
Entering Unmasked Estep 
Score: -225940448.000000 Penalty: 151190.640625
Splitting cluster 36 changes total score from -225940800.000000 to -225940448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (176115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176115 members 
Entering Unmasked Estep 
Score: -20363588.000000 Penalty: 2995.565430
	Iteration 0F: 2 clusters Score -2.036359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -20246240.000000 Penalty: 5991.130859
	Iteration 0F: 3 clusters Score -2.024624e+07 nChanged 84566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -20296450.000000 Penalty: 5991.130859
	Iteration 1F: 3 clusters Score -2.029645e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -20298058.000000 Penalty: 5991.130859
	Iteration 2Q: 3 clusters Score -2.029806e+07 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -20300114.000000 Penalty: 5991.130859
	Iteration 3Q: 3 clusters Score -2.030011e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101410 members 
Mstep: Class 2 contains 74705 members 
Entering Unmasked Estep 
Score: -20303304.000000 Penalty: 5991.130859
	Iteration 4Q: 3 clusters Score -2.03033e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -20308144.000000 Penalty: 5991.130859
	Iteration 5Q: 3 clusters Score -2.030814e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115492 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -20314116.000000 Penalty: 5991.130859
	Iteration 6F: 3 clusters Score -2.031412e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125082 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -20322056.000000 Penalty: 5991.130859
	Iteration 7F: 3 clusters Score -2.032206e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135541 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -20330770.000000 Penalty: 5991.130859
	Iteration 8F: 3 clusters Score -2.033077e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145662 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -20338974.000000 Penalty: 5991.130859
	Iteration 9F: 3 clusters Score -2.033897e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154606 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -20346044.000000 Penalty: 5991.130859
	Iteration 10F: 3 clusters Score -2.034604e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -20351658.000000 Penalty: 5991.130859
	Iteration 11Q: 3 clusters Score -2.035166e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -20355484.000000 Penalty: 5991.130859
	Iteration 12Q: 3 clusters Score -2.035548e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -20357916.000000 Penalty: 5991.130859
	Iteration 13Q: 3 clusters Score -2.035792e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172796 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -20359226.000000 Penalty: 5991.130859
	Iteration 14Q: 3 clusters Score -2.035923e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173980 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -20359930.000000 Penalty: 5991.130859
	Iteration 15Q: 3 clusters Score -2.035993e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174615 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -20360358.000000 Penalty: 5991.130859
	Iteration 16Q: 3 clusters Score -2.036036e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174950 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -20360552.000000 Penalty: 5991.130859
	Iteration 17Q: 3 clusters Score -2.036055e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175140 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20360676.000000 Penalty: 5991.130859
	Iteration 18Q: 3 clusters Score -2.036068e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175257 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -20360754.000000 Penalty: 5991.130859
	Iteration 19Q: 3 clusters Score -2.036075e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -20360798.000000 Penalty: 5991.130859
	Iteration 20F: 3 clusters Score -2.03608e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -20360830.000000 Penalty: 5991.130859
	Iteration 21Q: 3 clusters Score -2.036083e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -20360860.000000 Penalty: 5991.130859
	Iteration 22Q: 3 clusters Score -2.036086e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175459 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -20360880.000000 Penalty: 5991.130859
	Iteration 23Q: 3 clusters Score -2.036088e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175473 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -20360894.000000 Penalty: 5991.130859
	Iteration 24Q: 3 clusters Score -2.036089e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175484 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20360922.000000 Penalty: 5991.130859
	Iteration 25Q: 3 clusters Score -2.036092e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20360934.000000 Penalty: 5991.130859
	Iteration 26Q: 3 clusters Score -2.036093e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20360952.000000 Penalty: 5991.130859
	Iteration 27Q: 3 clusters Score -2.036095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175525 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -20360960.000000 Penalty: 5991.130859
	Iteration 28Q: 3 clusters Score -2.036096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175532 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -20360958.000000 Penalty: 5991.130859
	Iteration 29Q: 3 clusters Score -2.036096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175531 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -20360958.000000 Penalty: 5991.130859
	Iteration 30Q: 3 clusters Score -2.036096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175537 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -20360964.000000 Penalty: 5991.130859
	Iteration 31Q: 3 clusters Score -2.036096e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175541 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -20360958.000000 Penalty: 5991.130859
	Iteration 32Q: 3 clusters Score -2.036096e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -20360966.000000 Penalty: 5991.130859
	Iteration 33Q: 3 clusters Score -2.036097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175544 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -20360966.000000 Penalty: 5991.130859
	Iteration 34Q: 3 clusters Score -2.036097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20360978.000000 Penalty: 5991.130859
	Iteration 35Q: 3 clusters Score -2.036098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175553 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20361002.000000 Penalty: 5991.130859
	Iteration 36Q: 3 clusters Score -2.0361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175555 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20361000.000000 Penalty: 5991.130859
	Iteration 37Q: 3 clusters Score -2.0361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175552 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -20360992.000000 Penalty: 5991.130859
	Iteration 38Q: 3 clusters Score -2.036099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20361008.000000 Penalty: 5991.130859
	Iteration 39Q: 3 clusters Score -2.036101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175549 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -20360994.000000 Penalty: 5991.130859
	Iteration 40F: 3 clusters Score -2.036099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20360996.000000 Penalty: 5991.130859
	Iteration 41Q: 3 clusters Score -2.0361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175550 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -20360996.000000 Penalty: 5991.130859
	Iteration 42F: 3 clusters Score -2.0361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (35877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Entering Unmasked Estep 
Score: -4194977.000000 Penalty: 2600.987305
	Iteration 0F: 2 clusters Score -4194977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -4170627.250000 Penalty: 5201.974609
	Iteration 0F: 3 clusters Score -4170627 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -4179373.500000 Penalty: 5201.974609
	Iteration 1F: 3 clusters Score -4179374 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4179793.000000 Penalty: 5201.974609
	Iteration 2Q: 3 clusters Score -4179793 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4180131.000000 Penalty: 5201.974609
	Iteration 3Q: 3 clusters Score -4180131 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4180425.250000 Penalty: 5201.974609
	Iteration 4Q: 3 clusters Score -4180425 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -4180692.000000 Penalty: 5201.974609
	Iteration 5Q: 3 clusters Score -4180692 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4180923.500000 Penalty: 5201.974609
	Iteration 6Q: 3 clusters Score -4180924 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4181194.500000 Penalty: 5201.974609
	Iteration 7Q: 3 clusters Score -4181194 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4181506.750000 Penalty: 5201.974609
	Iteration 8Q: 3 clusters Score -4181507 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -4182016.500000 Penalty: 5201.974609
	Iteration 9Q: 3 clusters Score -4182016 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4182800.500000 Penalty: 5201.974609
	Iteration 10Q: 3 clusters Score -4182800 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4183879.500000 Penalty: 5201.974609
	Iteration 11Q: 3 clusters Score -4183880 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4185178.750000 Penalty: 5201.974609
	Iteration 12Q: 3 clusters Score -4185179 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4186573.250000 Penalty: 5201.974609
	Iteration 13Q: 3 clusters Score -4186573 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -4187755.750000 Penalty: 5201.974609
	Iteration 14Q: 3 clusters Score -4187756 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4188726.000000 Penalty: 5201.974609
	Iteration 15Q: 3 clusters Score -4188726 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -4189424.500000 Penalty: 5201.974609
	Iteration 16Q: 3 clusters Score -4189424 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4189964.000000 Penalty: 5201.974609
	Iteration 17Q: 3 clusters Score -4189964 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -4190388.750000 Penalty: 5201.974609
	Iteration 18Q: 3 clusters Score -4190389 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4190708.500000 Penalty: 5201.974609
	Iteration 19Q: 3 clusters Score -4190708 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -4190950.500000 Penalty: 5201.974609
	Iteration 20F: 3 clusters Score -4190950 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4191146.500000 Penalty: 5201.974609
	Iteration 21Q: 3 clusters Score -4191146 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4191306.250000 Penalty: 5201.974609
	Iteration 22Q: 3 clusters Score -4191306 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -4191473.500000 Penalty: 5201.974609
	Iteration 23Q: 3 clusters Score -4191474 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4191633.000000 Penalty: 5201.974609
	Iteration 24Q: 3 clusters Score -4191633 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -4191781.750000 Penalty: 5201.974609
	Iteration 25Q: 3 clusters Score -4191782 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4191902.500000 Penalty: 5201.974609
	Iteration 26Q: 3 clusters Score -4191902 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4191994.750000 Penalty: 5201.974609
	Iteration 27Q: 3 clusters Score -4191995 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4192106.500000 Penalty: 5201.974609
	Iteration 28Q: 3 clusters Score -4192106 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4192173.000000 Penalty: 5201.974609
	Iteration 29Q: 3 clusters Score -4192173 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4192209.000000 Penalty: 5201.974609
	Iteration 30Q: 3 clusters Score -4192209 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4192246.000000 Penalty: 5201.974609
	Iteration 31Q: 3 clusters Score -4192246 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4192299.000000 Penalty: 5201.974609
	Iteration 32Q: 3 clusters Score -4192299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4192339.500000 Penalty: 5201.974609
	Iteration 33Q: 3 clusters Score -4192340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4192389.000000 Penalty: 5201.974609
	Iteration 34Q: 3 clusters Score -4192389 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4192409.750000 Penalty: 5201.974609
	Iteration 35Q: 3 clusters Score -4192410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4192433.250000 Penalty: 5201.974609
	Iteration 36Q: 3 clusters Score -4192433 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4192458.250000 Penalty: 5201.974609
	Iteration 37Q: 3 clusters Score -4192458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4192507.500000 Penalty: 5201.974609
	Iteration 38Q: 3 clusters Score -4192508 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4192527.000000 Penalty: 5201.974609
	Iteration 39Q: 3 clusters Score -4192527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4192551.500000 Penalty: 5201.974609
	Iteration 40F: 3 clusters Score -4192552 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4192579.250000 Penalty: 5201.974609
	Iteration 41Q: 3 clusters Score -4192579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4192606.250000 Penalty: 5201.974609
	Iteration 42Q: 3 clusters Score -4192606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4192625.250000 Penalty: 5201.974609
	Iteration 43Q: 3 clusters Score -4192625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4192640.750000 Penalty: 5201.974609
	Iteration 44Q: 3 clusters Score -4192641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4192660.000000 Penalty: 5201.974609
	Iteration 45Q: 3 clusters Score -4192660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4192667.250000 Penalty: 5201.974609
	Iteration 46Q: 3 clusters Score -4192667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4192678.000000 Penalty: 5201.974609
	Iteration 47Q: 3 clusters Score -4192678 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4192689.750000 Penalty: 5201.974609
	Iteration 48Q: 3 clusters Score -4192690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4192700.750000 Penalty: 5201.974609
	Iteration 49Q: 3 clusters Score -4192701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4192704.750000 Penalty: 5201.974609
	Iteration 50Q: 3 clusters Score -4192705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4192722.750000 Penalty: 5201.974609
	Iteration 51Q: 3 clusters Score -4192723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4192723.750000 Penalty: 5201.974609
	Iteration 52Q: 3 clusters Score -4192724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4192739.500000 Penalty: 5201.974609
	Iteration 53Q: 3 clusters Score -4192740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4192755.250000 Penalty: 5201.974609
	Iteration 54Q: 3 clusters Score -4192755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4192765.750000 Penalty: 5201.974609
	Iteration 55Q: 3 clusters Score -4192766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4192783.000000 Penalty: 5201.974609
	Iteration 56Q: 3 clusters Score -4192783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4192792.250000 Penalty: 5201.974609
	Iteration 57Q: 3 clusters Score -4192792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4192796.750000 Penalty: 5201.974609
	Iteration 58Q: 3 clusters Score -4192797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4192803.000000 Penalty: 5201.974609
	Iteration 59Q: 3 clusters Score -4192803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4192805.500000 Penalty: 5201.974609
	Iteration 60F: 3 clusters Score -4192806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4192814.000000 Penalty: 5201.974609
	Iteration 61Q: 3 clusters Score -4192814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4192821.500000 Penalty: 5201.974609
	Iteration 62Q: 3 clusters Score -4192822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4192835.500000 Penalty: 5201.974609
	Iteration 63Q: 3 clusters Score -4192836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4192856.500000 Penalty: 5201.974609
	Iteration 64Q: 3 clusters Score -4192856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4192865.750000 Penalty: 5201.974609
	Iteration 65Q: 3 clusters Score -4192866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4192876.750000 Penalty: 5201.974609
	Iteration 66Q: 3 clusters Score -4192877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4192878.000000 Penalty: 5201.974609
	Iteration 67Q: 3 clusters Score -4192878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4192885.750000 Penalty: 5201.974609
	Iteration 68Q: 3 clusters Score -4192886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4192889.000000 Penalty: 5201.974609
	Iteration 69Q: 3 clusters Score -4192889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4192882.250000 Penalty: 5201.974609
	Iteration 70Q: 3 clusters Score -4192882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4192888.500000 Penalty: 5201.974609
	Iteration 71Q: 3 clusters Score -4192888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4192895.500000 Penalty: 5201.974609
	Iteration 72Q: 3 clusters Score -4192896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4192895.750000 Penalty: 5201.974609
	Iteration 73Q: 3 clusters Score -4192896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4192896.500000 Penalty: 5201.974609
	Iteration 74Q: 3 clusters Score -4192896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4192897.750000 Penalty: 5201.974609
	Iteration 75Q: 3 clusters Score -4192898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4192897.500000 Penalty: 5201.974609
	Iteration 76Q: 3 clusters Score -4192898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4192897.750000 Penalty: 5201.974609
	Iteration 77Q: 3 clusters Score -4192898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4192902.750000 Penalty: 5201.974609
	Iteration 78Q: 3 clusters Score -4192903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4192899.750000 Penalty: 5201.974609
	Iteration 79Q: 3 clusters Score -4192900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4192901.000000 Penalty: 5201.974609
	Iteration 80F: 3 clusters Score -4192901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4192903.750000 Penalty: 5201.974609
	Iteration 81Q: 3 clusters Score -4192904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4192907.500000 Penalty: 5201.974609
	Iteration 82Q: 3 clusters Score -4192908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4192905.500000 Penalty: 5201.974609
	Iteration 83Q: 3 clusters Score -4192906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4192905.500000 Penalty: 5201.974609
	Iteration 84Q: 3 clusters Score -4192906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4192909.750000 Penalty: 5201.974609
	Iteration 85Q: 3 clusters Score -4192910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4192909.750000 Penalty: 5201.974609
	Iteration 86F: 3 clusters Score -4192910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -87182.835938 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -87182.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85389.015625 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -85389.02 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85675.531250 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -85675.53 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85778.375000 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -85778.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85826.789062 Penalty: 3337.399902
	Iteration 3Q: 3 clusters Score -85826.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85870.375000 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -85870.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85908.171875 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -85908.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85958.132812 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -85958.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86008.078125 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -86008.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86058.546875 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -86058.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86113.960938 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -86113.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86205.296875 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -86205.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86387.062500 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -86387.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86589.046875 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -86589.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86859.906250 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -86859.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87041.226562 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -87041.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -87103.812500 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -87103.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87141.562500 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -87141.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87162.093750 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -87162.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87183.289062 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -87183.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87204.257812 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -87204.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87236.460938 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -87236.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87330.945312 Penalty: 3337.399902
	Iteration 21Q: 3 clusters Score -87330.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87383.031250 Penalty: 3337.399902
	Iteration 22Q: 3 clusters Score -87383.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87467.375000 Penalty: 3337.399902
	Iteration 23Q: 3 clusters Score -87467.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87597.171875 Penalty: 3337.399902
	Iteration 24Q: 3 clusters Score -87597.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -87641.398438 Penalty: 3337.399902
	Iteration 25Q: 3 clusters Score -87641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87692.812500 Penalty: 3337.399902
	Iteration 26Q: 3 clusters Score -87692.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87698.851562 Penalty: 3337.399902
	Iteration 27Q: 3 clusters Score -87698.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -87698.851562 Penalty: 3337.399902
	Iteration 28F: 3 clusters Score -87698.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10504 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 120267 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59761 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26774 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240423 members 
Mstep: Class 17 contains 269816 members 
Mstep: Class 18 contains 192340 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41431 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 223006 members 
Mstep: Class 26 contains 9573 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 139429 members 
Mstep: Class 30 contains 23070 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71116 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 5768 members 
Mstep: Class 36 contains 40012 members 
Mstep: Class 37 contains 176115 members 
Mstep: Class 38 contains 35877 members 
Mstep: Class 39 contains 527 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 309 members 
Entering Unmasked Estep 
Score: -225939680.000000 Penalty: 151190.640625
Splitting cluster 39 changes total score from -225940800.000000 to -225939680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -580504.937500 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -580504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -575642.812500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -575642.8 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -577245.312500 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -577245.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -577649.187500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -577649.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -577914.062500 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -577914.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -578145.187500 Penalty: 4286.200195
	Iteration 4Q: 3 clusters Score -578145.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -578376.625000 Penalty: 4286.200195
	Iteration 5Q: 3 clusters Score -578376.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -578604.750000 Penalty: 4286.200195
	Iteration 6Q: 3 clusters Score -578604.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -578768.562500 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -578768.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -578904.250000 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -578904.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -579006.625000 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -579006.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -579091.875000 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -579091.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -579163.750000 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -579163.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -579224.000000 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -579224 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -579284.687500 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -579284.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -579345.187500 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -579345.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -579413.062500 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -579413.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -579479.000000 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -579479 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -579533.062500 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -579533.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -579588.562500 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -579588.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -579644.687500 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -579644.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -579699.375000 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -579699.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -579774.937500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -579774.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -579844.437500 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -579844.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -579884.000000 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -579884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -579935.875000 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -579935.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -579965.125000 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -579965.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -579984.500000 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -579984.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -579999.687500 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -579999.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -580010.187500 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -580010.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -580015.125000 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -580015.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -580024.062500 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -580024.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -580026.750000 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -580026.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -580030.187500 Penalty: 4286.200195
	Iteration 32Q: 3 clusters Score -580030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -580031.187500 Penalty: 4286.200195
	Iteration 33Q: 3 clusters Score -580031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -580033.500000 Penalty: 4286.200195
	Iteration 34Q: 3 clusters Score -580033.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -580035.062500 Penalty: 4286.200195
	Iteration 35Q: 3 clusters Score -580035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -580035.812500 Penalty: 4286.200195
	Iteration 36Q: 3 clusters Score -580035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -580036.562500 Penalty: 4286.200195
	Iteration 37Q: 3 clusters Score -580036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -580037.562500 Penalty: 4286.200195
	Iteration 38Q: 3 clusters Score -580037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -580039.250000 Penalty: 4286.200195
	Iteration 39Q: 3 clusters Score -580039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -580038.375000 Penalty: 4286.200195
	Iteration 40F: 3 clusters Score -580038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -580039.312500 Penalty: 4286.200195
	Iteration 41Q: 3 clusters Score -580039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -580039.062500 Penalty: 4286.200195
	Iteration 42Q: 3 clusters Score -580039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -580039.062500 Penalty: 4286.200195
	Iteration 43F: 3 clusters Score -580039.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -130144.171875 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -130144.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -128072.960938 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -128073 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -128377.015625 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -128377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -128459.859375 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -128459.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -128499.312500 Penalty: 3517.916504
	Iteration 3Q: 3 clusters Score -128499.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -128543.375000 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -128543.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128553.234375 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -128553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128560.117188 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -128560.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128566.390625 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -128566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128571.460938 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -128571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128574.890625 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -128574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128576.164062 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -128576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -128577.125000 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -128577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -128578.312500 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -128578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -128580.429688 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -128580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128581.562500 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -128581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -128581.562500 Penalty: 3517.916504
	Iteration 15F: 3 clusters Score -128581.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10504 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 120267 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59761 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26774 members 
Mstep: Class 14 contains 17833 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240423 members 
Mstep: Class 17 contains 269816 members 
Mstep: Class 18 contains 192340 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41431 members 
Mstep: Class 22 contains 11757 members 
Mstep: Class 23 contains 5274 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 223006 members 
Mstep: Class 26 contains 9573 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 139429 members 
Mstep: Class 30 contains 23070 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71116 members 
Mstep: Class 34 contains 34083 members 
Mstep: Class 35 contains 5768 members 
Mstep: Class 36 contains 40012 members 
Mstep: Class 37 contains 176115 members 
Mstep: Class 38 contains 35877 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940880.000000 Penalty: 147590.875000
Iteration 159Q: 42 clusters Score -2.259409e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10512 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 14123 members 
Mstep: Class 6 contains 11146 members 
Mstep: Class 7 contains 120273 members 
Mstep: Class 8 contains 59877 members 
Mstep: Class 9 contains 59758 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 26788 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 7471 members 
Mstep: Class 16 contains 240486 members 
Mstep: Class 17 contains 269817 members 
Mstep: Class 18 contains 192343 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41430 members 
Mstep: Class 22 contains 11755 members 
Mstep: Class 23 contains 5285 members 
Mstep: Class 24 contains 13403 members 
Mstep: Class 25 contains 223019 members 
Mstep: Class 26 contains 9572 members 
Mstep: Class 27 contains 35770 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 139319 members 
Mstep: Class 30 contains 23076 members 
Mstep: Class 31 contains 8820 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71111 members 
Mstep: Class 34 contains 34090 members 
Mstep: Class 35 contains 5771 members 
Mstep: Class 36 contains 39982 members 
Mstep: Class 37 contains 176084 members 
Mstep: Class 38 contains 35954 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941072.000000 Penalty: 147590.875000
Iteration 160F: 42 clusters Score -2.259411e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10516 members 
Mstep: Class 4 contains 12354 members 
Mstep: Class 5 contains 14126 members 
Mstep: Class 6 contains 11146 members 
Mstep: Class 7 contains 120271 members 
Mstep: Class 8 contains 59878 members 
Mstep: Class 9 contains 59755 members 
Mstep: Class 10 contains 6126 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26806 members 
Mstep: Class 14 contains 17827 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240569 members 
Mstep: Class 17 contains 269828 members 
Mstep: Class 18 contains 192344 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41430 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 5292 members 
Mstep: Class 24 contains 13405 members 
Mstep: Class 25 contains 223039 members 
Mstep: Class 26 contains 9573 members 
Mstep: Class 27 contains 35771 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 139219 members 
Mstep: Class 30 contains 23078 members 
Mstep: Class 31 contains 8775 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71104 members 
Mstep: Class 34 contains 34084 members 
Mstep: Class 35 contains 5775 members 
Mstep: Class 36 contains 39956 members 
Mstep: Class 37 contains 176054 members 
Mstep: Class 38 contains 36026 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941088.000000 Penalty: 147590.875000
Iteration 161Q: 42 clusters Score -2.259411e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10520 members 
Mstep: Class 4 contains 12354 members 
Mstep: Class 5 contains 14129 members 
Mstep: Class 6 contains 11147 members 
Mstep: Class 7 contains 120278 members 
Mstep: Class 8 contains 59878 members 
Mstep: Class 9 contains 59755 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 26816 members 
Mstep: Class 14 contains 17819 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240616 members 
Mstep: Class 17 contains 269834 members 
Mstep: Class 18 contains 192340 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41430 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 5302 members 
Mstep: Class 24 contains 13407 members 
Mstep: Class 25 contains 223052 members 
Mstep: Class 26 contains 9574 members 
Mstep: Class 27 contains 35773 members 
Mstep: Class 28 contains 8962 members 
Mstep: Class 29 contains 139140 members 
Mstep: Class 30 contains 23078 members 
Mstep: Class 31 contains 8732 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71102 members 
Mstep: Class 34 contains 34096 members 
Mstep: Class 35 contains 5776 members 
Mstep: Class 36 contains 39930 members 
Mstep: Class 37 contains 176026 members 
Mstep: Class 38 contains 36105 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941424.000000 Penalty: 147590.875000
Iteration 162Q: 42 clusters Score -2.259414e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10524 members 
Mstep: Class 4 contains 12349 members 
Mstep: Class 5 contains 14132 members 
Mstep: Class 6 contains 11146 members 
Mstep: Class 7 contains 120286 members 
Mstep: Class 8 contains 59880 members 
Mstep: Class 9 contains 59754 members 
Mstep: Class 10 contains 6116 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 26827 members 
Mstep: Class 14 contains 17819 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 240651 members 
Mstep: Class 17 contains 269844 members 
Mstep: Class 18 contains 192336 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41427 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 5326 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 223057 members 
Mstep: Class 26 contains 9575 members 
Mstep: Class 27 contains 35775 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 139057 members 
Mstep: Class 30 contains 23078 members 
Mstep: Class 31 contains 8713 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71100 members 
Mstep: Class 34 contains 34098 members 
Mstep: Class 35 contains 5777 members 
Mstep: Class 36 contains 39919 members 
Mstep: Class 37 contains 175993 members 
Mstep: Class 38 contains 36168 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5661 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941408.000000 Penalty: 147590.875000
Iteration 163Q: 42 clusters Score -2.259414e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10529 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 14135 members 
Mstep: Class 6 contains 11147 members 
Mstep: Class 7 contains 120287 members 
Mstep: Class 8 contains 59881 members 
Mstep: Class 9 contains 59749 members 
Mstep: Class 10 contains 6112 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 26837 members 
Mstep: Class 14 contains 17812 members 
Mstep: Class 15 contains 7473 members 
Mstep: Class 16 contains 240721 members 
Mstep: Class 17 contains 269850 members 
Mstep: Class 18 contains 192337 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41426 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 5336 members 
Mstep: Class 24 contains 13408 members 
Mstep: Class 25 contains 223061 members 
Mstep: Class 26 contains 9575 members 
Mstep: Class 27 contains 35776 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 138975 members 
Mstep: Class 30 contains 23077 members 
Mstep: Class 31 contains 8687 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71096 members 
Mstep: Class 34 contains 34098 members 
Mstep: Class 35 contains 5784 members 
Mstep: Class 36 contains 39912 members 
Mstep: Class 37 contains 175963 members 
Mstep: Class 38 contains 36219 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5657 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941392.000000 Penalty: 147590.875000
Iteration 164Q: 42 clusters Score -2.259414e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10534 members 
Mstep: Class 4 contains 12345 members 
Mstep: Class 5 contains 14136 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 120303 members 
Mstep: Class 8 contains 59881 members 
Mstep: Class 9 contains 59742 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 11879 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 17805 members 
Mstep: Class 15 contains 7474 members 
Mstep: Class 16 contains 240772 members 
Mstep: Class 17 contains 269853 members 
Mstep: Class 18 contains 192334 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41421 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 223060 members 
Mstep: Class 26 contains 9575 members 
Mstep: Class 27 contains 35777 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 138890 members 
Mstep: Class 30 contains 23075 members 
Mstep: Class 31 contains 8670 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71090 members 
Mstep: Class 34 contains 34092 members 
Mstep: Class 35 contains 5794 members 
Mstep: Class 36 contains 39904 members 
Mstep: Class 37 contains 175945 members 
Mstep: Class 38 contains 36272 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5656 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941632.000000 Penalty: 147590.875000
Iteration 165Q: 42 clusters Score -2.259416e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10541 members 
Mstep: Class 4 contains 12332 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 11147 members 
Mstep: Class 7 contains 120320 members 
Mstep: Class 8 contains 59882 members 
Mstep: Class 9 contains 59741 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 26851 members 
Mstep: Class 14 contains 17801 members 
Mstep: Class 15 contains 7474 members 
Mstep: Class 16 contains 240804 members 
Mstep: Class 17 contains 269857 members 
Mstep: Class 18 contains 192328 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41421 members 
Mstep: Class 22 contains 11742 members 
Mstep: Class 23 contains 5381 members 
Mstep: Class 24 contains 13411 members 
Mstep: Class 25 contains 223057 members 
Mstep: Class 26 contains 9574 members 
Mstep: Class 27 contains 35778 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 138804 members 
Mstep: Class 30 contains 23077 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71090 members 
Mstep: Class 34 contains 34085 members 
Mstep: Class 35 contains 5803 members 
Mstep: Class 36 contains 39893 members 
Mstep: Class 37 contains 175933 members 
Mstep: Class 38 contains 36334 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5658 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941632.000000 Penalty: 147590.875000
Iteration 166Q: 42 clusters Score -2.259416e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10547 members 
Mstep: Class 4 contains 12319 members 
Mstep: Class 5 contains 14142 members 
Mstep: Class 6 contains 11146 members 
Mstep: Class 7 contains 120334 members 
Mstep: Class 8 contains 59883 members 
Mstep: Class 9 contains 59739 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 11879 members 
Mstep: Class 13 contains 26853 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 240840 members 
Mstep: Class 17 contains 269860 members 
Mstep: Class 18 contains 192327 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41420 members 
Mstep: Class 22 contains 11740 members 
Mstep: Class 23 contains 5401 members 
Mstep: Class 24 contains 13412 members 
Mstep: Class 25 contains 223056 members 
Mstep: Class 26 contains 9576 members 
Mstep: Class 27 contains 35782 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 138729 members 
Mstep: Class 30 contains 23075 members 
Mstep: Class 31 contains 8631 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71090 members 
Mstep: Class 34 contains 34070 members 
Mstep: Class 35 contains 5810 members 
Mstep: Class 36 contains 39883 members 
Mstep: Class 37 contains 175917 members 
Mstep: Class 38 contains 36410 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5661 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941568.000000 Penalty: 147590.875000
Iteration 167Q: 42 clusters Score -2.259416e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 12315 members 
Mstep: Class 5 contains 14143 members 
Mstep: Class 6 contains 11144 members 
Mstep: Class 7 contains 120344 members 
Mstep: Class 8 contains 59882 members 
Mstep: Class 9 contains 59737 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 26856 members 
Mstep: Class 14 contains 17785 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 240850 members 
Mstep: Class 17 contains 269869 members 
Mstep: Class 18 contains 192328 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41421 members 
Mstep: Class 22 contains 11740 members 
Mstep: Class 23 contains 5414 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 223064 members 
Mstep: Class 26 contains 9579 members 
Mstep: Class 27 contains 35784 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 138662 members 
Mstep: Class 30 contains 23076 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71086 members 
Mstep: Class 34 contains 34064 members 
Mstep: Class 35 contains 5819 members 
Mstep: Class 36 contains 39866 members 
Mstep: Class 37 contains 175900 members 
Mstep: Class 38 contains 36492 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5662 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941488.000000 Penalty: 147590.875000
Iteration 168Q: 42 clusters Score -2.259415e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10559 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 14143 members 
Mstep: Class 6 contains 11141 members 
Mstep: Class 7 contains 120354 members 
Mstep: Class 8 contains 59879 members 
Mstep: Class 9 contains 59746 members 
Mstep: Class 10 contains 6083 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 26861 members 
Mstep: Class 14 contains 17777 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 240849 members 
Mstep: Class 17 contains 269878 members 
Mstep: Class 18 contains 192327 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41419 members 
Mstep: Class 22 contains 11741 members 
Mstep: Class 23 contains 5438 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 223058 members 
Mstep: Class 26 contains 9583 members 
Mstep: Class 27 contains 35786 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 138581 members 
Mstep: Class 30 contains 23076 members 
Mstep: Class 31 contains 8595 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71086 members 
Mstep: Class 34 contains 34059 members 
Mstep: Class 35 contains 5831 members 
Mstep: Class 36 contains 39851 members 
Mstep: Class 37 contains 175884 members 
Mstep: Class 38 contains 36581 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5657 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941616.000000 Penalty: 147590.875000
Iteration 169Q: 42 clusters Score -2.259416e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10564 members 
Mstep: Class 4 contains 12305 members 
Mstep: Class 5 contains 14145 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 120378 members 
Mstep: Class 8 contains 59877 members 
Mstep: Class 9 contains 59745 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 26871 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 7476 members 
Mstep: Class 16 contains 240851 members 
Mstep: Class 17 contains 269889 members 
Mstep: Class 18 contains 192329 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41420 members 
Mstep: Class 22 contains 11740 members 
Mstep: Class 23 contains 5453 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 223049 members 
Mstep: Class 26 contains 9590 members 
Mstep: Class 27 contains 35787 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 138516 members 
Mstep: Class 30 contains 23077 members 
Mstep: Class 31 contains 8557 members 
Mstep: Class 32 contains 20076 members 
Mstep: Class 33 contains 71084 members 
Mstep: Class 34 contains 34052 members 
Mstep: Class 35 contains 5839 members 
Mstep: Class 36 contains 39822 members 
Mstep: Class 37 contains 175867 members 
Mstep: Class 38 contains 36679 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5654 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941904.000000 Penalty: 147590.875000
Iteration 170Q: 42 clusters Score -2.259419e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10567 members 
Mstep: Class 4 contains 12298 members 
Mstep: Class 5 contains 14146 members 
Mstep: Class 6 contains 11136 members 
Mstep: Class 7 contains 120394 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59738 members 
Mstep: Class 10 contains 6077 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 26878 members 
Mstep: Class 14 contains 17774 members 
Mstep: Class 15 contains 7476 members 
Mstep: Class 16 contains 240863 members 
Mstep: Class 17 contains 269896 members 
Mstep: Class 18 contains 192332 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 5462 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 223048 members 
Mstep: Class 26 contains 9597 members 
Mstep: Class 27 contains 35789 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 138455 members 
Mstep: Class 30 contains 23078 members 
Mstep: Class 31 contains 8530 members 
Mstep: Class 32 contains 20077 members 
Mstep: Class 33 contains 71080 members 
Mstep: Class 34 contains 34058 members 
Mstep: Class 35 contains 5844 members 
Mstep: Class 36 contains 39792 members 
Mstep: Class 37 contains 175850 members 
Mstep: Class 38 contains 36758 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941952.000000 Penalty: 147590.875000
Iteration 171Q: 42 clusters Score -2.25942e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10570 members 
Mstep: Class 4 contains 12291 members 
Mstep: Class 5 contains 14148 members 
Mstep: Class 6 contains 11136 members 
Mstep: Class 7 contains 120405 members 
Mstep: Class 8 contains 59874 members 
Mstep: Class 9 contains 59737 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 26885 members 
Mstep: Class 14 contains 17770 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 240853 members 
Mstep: Class 17 contains 269899 members 
Mstep: Class 18 contains 192329 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41415 members 
Mstep: Class 22 contains 11737 members 
Mstep: Class 23 contains 5472 members 
Mstep: Class 24 contains 13416 members 
Mstep: Class 25 contains 223042 members 
Mstep: Class 26 contains 9604 members 
Mstep: Class 27 contains 35794 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 138388 members 
Mstep: Class 30 contains 23079 members 
Mstep: Class 31 contains 8529 members 
Mstep: Class 32 contains 20078 members 
Mstep: Class 33 contains 71082 members 
Mstep: Class 34 contains 34056 members 
Mstep: Class 35 contains 5856 members 
Mstep: Class 36 contains 39767 members 
Mstep: Class 37 contains 175834 members 
Mstep: Class 38 contains 36836 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5663 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942048.000000 Penalty: 147590.875000
Iteration 172Q: 42 clusters Score -2.25942e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10573 members 
Mstep: Class 4 contains 12284 members 
Mstep: Class 5 contains 14149 members 
Mstep: Class 6 contains 11135 members 
Mstep: Class 7 contains 120414 members 
Mstep: Class 8 contains 59870 members 
Mstep: Class 9 contains 59740 members 
Mstep: Class 10 contains 6074 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 26894 members 
Mstep: Class 14 contains 17770 members 
Mstep: Class 15 contains 7477 members 
Mstep: Class 16 contains 240859 members 
Mstep: Class 17 contains 269904 members 
Mstep: Class 18 contains 192326 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 11736 members 
Mstep: Class 23 contains 5497 members 
Mstep: Class 24 contains 13421 members 
Mstep: Class 25 contains 223039 members 
Mstep: Class 26 contains 9611 members 
Mstep: Class 27 contains 35798 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 138319 members 
Mstep: Class 30 contains 23079 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 20080 members 
Mstep: Class 33 contains 71079 members 
Mstep: Class 34 contains 34051 members 
Mstep: Class 35 contains 5860 members 
Mstep: Class 36 contains 39752 members 
Mstep: Class 37 contains 175815 members 
Mstep: Class 38 contains 36898 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941984.000000 Penalty: 147590.875000
Iteration 173Q: 42 clusters Score -2.25942e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10576 members 
Mstep: Class 4 contains 12279 members 
Mstep: Class 5 contains 14149 members 
Mstep: Class 6 contains 11133 members 
Mstep: Class 7 contains 120437 members 
Mstep: Class 8 contains 59869 members 
Mstep: Class 9 contains 59737 members 
Mstep: Class 10 contains 6071 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 26896 members 
Mstep: Class 14 contains 17766 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 240869 members 
Mstep: Class 17 contains 269911 members 
Mstep: Class 18 contains 192320 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 13423 members 
Mstep: Class 25 contains 223039 members 
Mstep: Class 26 contains 9621 members 
Mstep: Class 27 contains 35796 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 138282 members 
Mstep: Class 30 contains 23079 members 
Mstep: Class 31 contains 8507 members 
Mstep: Class 32 contains 20082 members 
Mstep: Class 33 contains 71082 members 
Mstep: Class 34 contains 34035 members 
Mstep: Class 35 contains 5867 members 
Mstep: Class 36 contains 39727 members 
Mstep: Class 37 contains 175794 members 
Mstep: Class 38 contains 36947 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5663 members 
Mstep: Class 41 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942192.000000 Penalty: 147590.875000
Iteration 174Q: 42 clusters Score -2.259422e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 12269 members 
Mstep: Class 5 contains 14150 members 
Mstep: Class 6 contains 11133 members 
Mstep: Class 7 contains 120455 members 
Mstep: Class 8 contains 59869 members 
Mstep: Class 9 contains 59734 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 26901 members 
Mstep: Class 14 contains 17768 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 240867 members 
Mstep: Class 17 contains 269915 members 
Mstep: Class 18 contains 192316 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 11737 members 
Mstep: Class 23 contains 5528 members 
Mstep: Class 24 contains 13424 members 
Mstep: Class 25 contains 223034 members 
Mstep: Class 26 contains 9625 members 
Mstep: Class 27 contains 35797 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 138244 members 
Mstep: Class 30 contains 23081 members 
Mstep: Class 31 contains 8481 members 
Mstep: Class 32 contains 20084 members 
Mstep: Class 33 contains 71082 members 
Mstep: Class 34 contains 34020 members 
Mstep: Class 35 contains 5870 members 
Mstep: Class 36 contains 39706 members 
Mstep: Class 37 contains 175794 members 
Mstep: Class 38 contains 37003 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5666 members 
Mstep: Class 41 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941936.000000 Penalty: 147590.875000
Iteration 175Q: 42 clusters Score -2.259419e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10580 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 14150 members 
Mstep: Class 6 contains 11136 members 
Mstep: Class 7 contains 120476 members 
Mstep: Class 8 contains 59867 members 
Mstep: Class 9 contains 59731 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 26906 members 
Mstep: Class 14 contains 17764 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 240851 members 
Mstep: Class 17 contains 269926 members 
Mstep: Class 18 contains 192311 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41419 members 
Mstep: Class 22 contains 11734 members 
Mstep: Class 23 contains 5552 members 
Mstep: Class 24 contains 13425 members 
Mstep: Class 25 contains 223027 members 
Mstep: Class 26 contains 9635 members 
Mstep: Class 27 contains 35797 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 138203 members 
Mstep: Class 30 contains 23082 members 
Mstep: Class 31 contains 8478 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71083 members 
Mstep: Class 34 contains 33997 members 
Mstep: Class 35 contains 5880 members 
Mstep: Class 36 contains 39678 members 
Mstep: Class 37 contains 175792 members 
Mstep: Class 38 contains 37058 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5672 members 
Mstep: Class 41 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942224.000000 Penalty: 147590.875000
Iteration 176Q: 42 clusters Score -2.259422e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10585 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 11132 members 
Mstep: Class 7 contains 120494 members 
Mstep: Class 8 contains 59870 members 
Mstep: Class 9 contains 59734 members 
Mstep: Class 10 contains 6067 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 26907 members 
Mstep: Class 14 contains 17760 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 240844 members 
Mstep: Class 17 contains 269930 members 
Mstep: Class 18 contains 192310 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 13431 members 
Mstep: Class 25 contains 223030 members 
Mstep: Class 26 contains 9635 members 
Mstep: Class 27 contains 35799 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 138149 members 
Mstep: Class 30 contains 23082 members 
Mstep: Class 31 contains 8488 members 
Mstep: Class 32 contains 20087 members 
Mstep: Class 33 contains 71083 members 
Mstep: Class 34 contains 33961 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 39658 members 
Mstep: Class 37 contains 175773 members 
Mstep: Class 38 contains 37115 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5672 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942128.000000 Penalty: 147590.875000
Iteration 177Q: 42 clusters Score -2.259421e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10588 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 120505 members 
Mstep: Class 8 contains 59871 members 
Mstep: Class 9 contains 59740 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 26919 members 
Mstep: Class 14 contains 17759 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 240848 members 
Mstep: Class 17 contains 269935 members 
Mstep: Class 18 contains 192308 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 11733 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 13433 members 
Mstep: Class 25 contains 223034 members 
Mstep: Class 26 contains 9634 members 
Mstep: Class 27 contains 35798 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 138104 members 
Mstep: Class 30 contains 23082 members 
Mstep: Class 31 contains 8477 members 
Mstep: Class 32 contains 20087 members 
Mstep: Class 33 contains 71083 members 
Mstep: Class 34 contains 33918 members 
Mstep: Class 35 contains 5901 members 
Mstep: Class 36 contains 39649 members 
Mstep: Class 37 contains 175755 members 
Mstep: Class 38 contains 37165 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5669 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942528.000000 Penalty: 147590.875000
Iteration 178Q: 42 clusters Score -2.259425e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10588 members 
Mstep: Class 4 contains 12307 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 120504 members 
Mstep: Class 8 contains 59871 members 
Mstep: Class 9 contains 59736 members 
Mstep: Class 10 contains 6064 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 26928 members 
Mstep: Class 14 contains 17755 members 
Mstep: Class 15 contains 7480 members 
Mstep: Class 16 contains 240869 members 
Mstep: Class 17 contains 269936 members 
Mstep: Class 18 contains 192312 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41422 members 
Mstep: Class 22 contains 11732 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 13435 members 
Mstep: Class 25 contains 223036 members 
Mstep: Class 26 contains 9634 members 
Mstep: Class 27 contains 35796 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 138060 members 
Mstep: Class 30 contains 23084 members 
Mstep: Class 31 contains 8464 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71080 members 
Mstep: Class 34 contains 33875 members 
Mstep: Class 35 contains 5908 members 
Mstep: Class 36 contains 39638 members 
Mstep: Class 37 contains 175745 members 
Mstep: Class 38 contains 37204 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942640.000000 Penalty: 147590.875000
Iteration 179Q: 42 clusters Score -2.259426e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10590 members 
Mstep: Class 4 contains 12337 members 
Mstep: Class 5 contains 14152 members 
Mstep: Class 6 contains 11118 members 
Mstep: Class 7 contains 120505 members 
Mstep: Class 8 contains 59870 members 
Mstep: Class 9 contains 59734 members 
Mstep: Class 10 contains 6062 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 26930 members 
Mstep: Class 14 contains 17742 members 
Mstep: Class 15 contains 7481 members 
Mstep: Class 16 contains 240872 members 
Mstep: Class 17 contains 269940 members 
Mstep: Class 18 contains 192315 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41419 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 13434 members 
Mstep: Class 25 contains 223043 members 
Mstep: Class 26 contains 9634 members 
Mstep: Class 27 contains 35797 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 138009 members 
Mstep: Class 30 contains 23085 members 
Mstep: Class 31 contains 8448 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71074 members 
Mstep: Class 34 contains 33816 members 
Mstep: Class 35 contains 5921 members 
Mstep: Class 36 contains 39616 members 
Mstep: Class 37 contains 175748 members 
Mstep: Class 38 contains 37258 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942576.000000 Penalty: 147590.875000
Iteration 180F: 42 clusters Score -2.259426e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10597 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 14153 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 120521 members 
Mstep: Class 8 contains 59866 members 
Mstep: Class 9 contains 59750 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 26940 members 
Mstep: Class 14 contains 17731 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 240865 members 
Mstep: Class 17 contains 269946 members 
Mstep: Class 18 contains 192314 members 
Mstep: Class 19 contains 9109 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 11725 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 13437 members 
Mstep: Class 25 contains 223039 members 
Mstep: Class 26 contains 9636 members 
Mstep: Class 27 contains 35798 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 137957 members 
Mstep: Class 30 contains 23087 members 
Mstep: Class 31 contains 8427 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71069 members 
Mstep: Class 34 contains 33722 members 
Mstep: Class 35 contains 5924 members 
Mstep: Class 36 contains 39589 members 
Mstep: Class 37 contains 175736 members 
Mstep: Class 38 contains 37320 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942864.000000 Penalty: 147590.875000
Iteration 181Q: 42 clusters Score -2.259429e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10614 members 
Mstep: Class 4 contains 12364 members 
Mstep: Class 5 contains 14154 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 120511 members 
Mstep: Class 8 contains 59865 members 
Mstep: Class 9 contains 59766 members 
Mstep: Class 10 contains 6058 members 
Mstep: Class 11 contains 6586 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 26955 members 
Mstep: Class 14 contains 17708 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 240821 members 
Mstep: Class 17 contains 269956 members 
Mstep: Class 18 contains 192308 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11723 members 
Mstep: Class 23 contains 5955 members 
Mstep: Class 24 contains 13438 members 
Mstep: Class 25 contains 223043 members 
Mstep: Class 26 contains 9641 members 
Mstep: Class 27 contains 35798 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 137892 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71068 members 
Mstep: Class 34 contains 33620 members 
Mstep: Class 35 contains 5924 members 
Mstep: Class 36 contains 39565 members 
Mstep: Class 37 contains 175729 members 
Mstep: Class 38 contains 37366 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5652 members 
Mstep: Class 41 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942864.000000 Penalty: 147590.875000
Iteration 182Q: 42 clusters Score -2.259429e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10622 members 
Mstep: Class 4 contains 12379 members 
Mstep: Class 5 contains 14154 members 
Mstep: Class 6 contains 11118 members 
Mstep: Class 7 contains 120489 members 
Mstep: Class 8 contains 59867 members 
Mstep: Class 9 contains 59772 members 
Mstep: Class 10 contains 6057 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 26961 members 
Mstep: Class 14 contains 17697 members 
Mstep: Class 15 contains 7482 members 
Mstep: Class 16 contains 240760 members 
Mstep: Class 17 contains 269969 members 
Mstep: Class 18 contains 192311 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 11719 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223039 members 
Mstep: Class 26 contains 9641 members 
Mstep: Class 27 contains 35798 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 137827 members 
Mstep: Class 30 contains 23091 members 
Mstep: Class 31 contains 8411 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71066 members 
Mstep: Class 34 contains 33516 members 
Mstep: Class 35 contains 5924 members 
Mstep: Class 36 contains 39535 members 
Mstep: Class 37 contains 175723 members 
Mstep: Class 38 contains 37404 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5652 members 
Mstep: Class 41 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942960.000000 Penalty: 147590.875000
Iteration 183Q: 42 clusters Score -2.25943e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10634 members 
Mstep: Class 4 contains 12376 members 
Mstep: Class 5 contains 14153 members 
Mstep: Class 6 contains 11118 members 
Mstep: Class 7 contains 120496 members 
Mstep: Class 8 contains 59869 members 
Mstep: Class 9 contains 59769 members 
Mstep: Class 10 contains 6054 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 26963 members 
Mstep: Class 14 contains 17692 members 
Mstep: Class 15 contains 7483 members 
Mstep: Class 16 contains 240735 members 
Mstep: Class 17 contains 269978 members 
Mstep: Class 18 contains 192310 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11719 members 
Mstep: Class 23 contains 6318 members 
Mstep: Class 24 contains 13437 members 
Mstep: Class 25 contains 223043 members 
Mstep: Class 26 contains 9643 members 
Mstep: Class 27 contains 35797 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 137782 members 
Mstep: Class 30 contains 23094 members 
Mstep: Class 31 contains 8393 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71066 members 
Mstep: Class 34 contains 33395 members 
Mstep: Class 35 contains 5935 members 
Mstep: Class 36 contains 39495 members 
Mstep: Class 37 contains 175720 members 
Mstep: Class 38 contains 37464 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5660 members 
Mstep: Class 41 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943008.000000 Penalty: 147590.875000
Iteration 184Q: 42 clusters Score -2.25943e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10651 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 14154 members 
Mstep: Class 6 contains 11117 members 
Mstep: Class 7 contains 120500 members 
Mstep: Class 8 contains 59866 members 
Mstep: Class 9 contains 59771 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 11883 members 
Mstep: Class 13 contains 26967 members 
Mstep: Class 14 contains 17686 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 240722 members 
Mstep: Class 17 contains 269979 members 
Mstep: Class 18 contains 192308 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41419 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 6433 members 
Mstep: Class 24 contains 13439 members 
Mstep: Class 25 contains 223043 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 35792 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 137741 members 
Mstep: Class 30 contains 23099 members 
Mstep: Class 31 contains 8387 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71056 members 
Mstep: Class 34 contains 33286 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 39452 members 
Mstep: Class 37 contains 175723 members 
Mstep: Class 38 contains 37520 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943296.000000 Penalty: 147590.875000
Iteration 185Q: 42 clusters Score -2.259433e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10664 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 14156 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 120503 members 
Mstep: Class 8 contains 59867 members 
Mstep: Class 9 contains 59772 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 26972 members 
Mstep: Class 14 contains 17683 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 240719 members 
Mstep: Class 17 contains 269980 members 
Mstep: Class 18 contains 192309 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 13439 members 
Mstep: Class 25 contains 223036 members 
Mstep: Class 26 contains 9649 members 
Mstep: Class 27 contains 35793 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 137702 members 
Mstep: Class 30 contains 23104 members 
Mstep: Class 31 contains 8370 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71055 members 
Mstep: Class 34 contains 33181 members 
Mstep: Class 35 contains 5964 members 
Mstep: Class 36 contains 39412 members 
Mstep: Class 37 contains 175724 members 
Mstep: Class 38 contains 37581 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5673 members 
Mstep: Class 41 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943120.000000 Penalty: 147590.875000
Iteration 186Q: 42 clusters Score -2.259431e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10670 members 
Mstep: Class 4 contains 12379 members 
Mstep: Class 5 contains 14157 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 120493 members 
Mstep: Class 8 contains 59866 members 
Mstep: Class 9 contains 59773 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 11883 members 
Mstep: Class 13 contains 26974 members 
Mstep: Class 14 contains 17673 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 240691 members 
Mstep: Class 17 contains 269985 members 
Mstep: Class 18 contains 192309 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 11729 members 
Mstep: Class 23 contains 6660 members 
Mstep: Class 24 contains 13435 members 
Mstep: Class 25 contains 223049 members 
Mstep: Class 26 contains 9650 members 
Mstep: Class 27 contains 35792 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 137675 members 
Mstep: Class 30 contains 23110 members 
Mstep: Class 31 contains 8351 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71052 members 
Mstep: Class 34 contains 33093 members 
Mstep: Class 35 contains 5972 members 
Mstep: Class 36 contains 39373 members 
Mstep: Class 37 contains 175736 members 
Mstep: Class 38 contains 37626 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5675 members 
Mstep: Class 41 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943424.000000 Penalty: 147590.875000
Iteration 187Q: 42 clusters Score -2.259434e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10677 members 
Mstep: Class 4 contains 12380 members 
Mstep: Class 5 contains 14159 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 120489 members 
Mstep: Class 8 contains 59861 members 
Mstep: Class 9 contains 59773 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 11883 members 
Mstep: Class 13 contains 26980 members 
Mstep: Class 14 contains 17666 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 240686 members 
Mstep: Class 17 contains 269982 members 
Mstep: Class 18 contains 192308 members 
Mstep: Class 19 contains 9106 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41418 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223041 members 
Mstep: Class 26 contains 9654 members 
Mstep: Class 27 contains 35793 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 137626 members 
Mstep: Class 30 contains 23113 members 
Mstep: Class 31 contains 8343 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71056 members 
Mstep: Class 34 contains 33021 members 
Mstep: Class 35 contains 5985 members 
Mstep: Class 36 contains 39351 members 
Mstep: Class 37 contains 175745 members 
Mstep: Class 38 contains 37677 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5680 members 
Mstep: Class 41 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943440.000000 Penalty: 147590.875000
Iteration 188Q: 42 clusters Score -2.259434e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 12381 members 
Mstep: Class 5 contains 14160 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 120486 members 
Mstep: Class 8 contains 59863 members 
Mstep: Class 9 contains 59769 members 
Mstep: Class 10 contains 6051 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 11883 members 
Mstep: Class 13 contains 26984 members 
Mstep: Class 14 contains 17653 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 240692 members 
Mstep: Class 17 contains 269976 members 
Mstep: Class 18 contains 192315 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41420 members 
Mstep: Class 22 contains 11723 members 
Mstep: Class 23 contains 6834 members 
Mstep: Class 24 contains 13437 members 
Mstep: Class 25 contains 223035 members 
Mstep: Class 26 contains 9658 members 
Mstep: Class 27 contains 35792 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 137586 members 
Mstep: Class 30 contains 23115 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71055 members 
Mstep: Class 34 contains 32938 members 
Mstep: Class 35 contains 6001 members 
Mstep: Class 36 contains 39326 members 
Mstep: Class 37 contains 175749 members 
Mstep: Class 38 contains 37720 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5687 members 
Mstep: Class 41 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943488.000000 Penalty: 147590.875000
Iteration 189Q: 42 clusters Score -2.259435e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 12382 members 
Mstep: Class 5 contains 14163 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 7 contains 120485 members 
Mstep: Class 8 contains 59861 members 
Mstep: Class 9 contains 59759 members 
Mstep: Class 10 contains 6050 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 26988 members 
Mstep: Class 14 contains 17641 members 
Mstep: Class 15 contains 7486 members 
Mstep: Class 16 contains 240699 members 
Mstep: Class 17 contains 269976 members 
Mstep: Class 18 contains 192313 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41419 members 
Mstep: Class 22 contains 11724 members 
Mstep: Class 23 contains 6910 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223030 members 
Mstep: Class 26 contains 9662 members 
Mstep: Class 27 contains 35792 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 137530 members 
Mstep: Class 30 contains 23121 members 
Mstep: Class 31 contains 8344 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71052 members 
Mstep: Class 34 contains 32874 members 
Mstep: Class 35 contains 6019 members 
Mstep: Class 36 contains 39297 members 
Mstep: Class 37 contains 175759 members 
Mstep: Class 38 contains 37766 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5700 members 
Mstep: Class 41 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943520.000000 Penalty: 147590.875000
Iteration 190Q: 42 clusters Score -2.259435e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10685 members 
Mstep: Class 4 contains 12387 members 
Mstep: Class 5 contains 14163 members 
Mstep: Class 6 contains 11107 members 
Mstep: Class 7 contains 120482 members 
Mstep: Class 8 contains 59862 members 
Mstep: Class 9 contains 59749 members 
Mstep: Class 10 contains 6048 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 26995 members 
Mstep: Class 14 contains 17636 members 
Mstep: Class 15 contains 7487 members 
Mstep: Class 16 contains 240716 members 
Mstep: Class 17 contains 269976 members 
Mstep: Class 18 contains 192313 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 11724 members 
Mstep: Class 23 contains 6955 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223029 members 
Mstep: Class 26 contains 9664 members 
Mstep: Class 27 contains 35790 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 137493 members 
Mstep: Class 30 contains 23124 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71047 members 
Mstep: Class 34 contains 32810 members 
Mstep: Class 35 contains 6030 members 
Mstep: Class 36 contains 39273 members 
Mstep: Class 37 contains 175766 members 
Mstep: Class 38 contains 37803 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5710 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943504.000000 Penalty: 147590.875000
Iteration 191Q: 42 clusters Score -2.259435e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10687 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 14165 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 7 contains 120478 members 
Mstep: Class 8 contains 59866 members 
Mstep: Class 9 contains 59745 members 
Mstep: Class 10 contains 6045 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 13 contains 27005 members 
Mstep: Class 14 contains 17634 members 
Mstep: Class 15 contains 7488 members 
Mstep: Class 16 contains 240749 members 
Mstep: Class 17 contains 269981 members 
Mstep: Class 18 contains 192304 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 11723 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223021 members 
Mstep: Class 26 contains 9664 members 
Mstep: Class 27 contains 35792 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 137457 members 
Mstep: Class 30 contains 23126 members 
Mstep: Class 31 contains 8348 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71041 members 
Mstep: Class 34 contains 32749 members 
Mstep: Class 35 contains 6030 members 
Mstep: Class 36 contains 39250 members 
Mstep: Class 37 contains 175768 members 
Mstep: Class 38 contains 37837 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5724 members 
Mstep: Class 41 contains 1211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943216.000000 Penalty: 147590.875000
Iteration 192Q: 42 clusters Score -2.259432e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10690 members 
Mstep: Class 4 contains 12379 members 
Mstep: Class 5 contains 14167 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 120479 members 
Mstep: Class 8 contains 59867 members 
Mstep: Class 9 contains 59746 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 11887 members 
Mstep: Class 13 contains 27015 members 
Mstep: Class 14 contains 17630 members 
Mstep: Class 15 contains 7489 members 
Mstep: Class 16 contains 240752 members 
Mstep: Class 17 contains 269985 members 
Mstep: Class 18 contains 192300 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41414 members 
Mstep: Class 22 contains 11725 members 
Mstep: Class 23 contains 7041 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223016 members 
Mstep: Class 26 contains 9664 members 
Mstep: Class 27 contains 35792 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 137427 members 
Mstep: Class 30 contains 23127 members 
Mstep: Class 31 contains 8343 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71036 members 
Mstep: Class 34 contains 32693 members 
Mstep: Class 35 contains 6044 members 
Mstep: Class 36 contains 39232 members 
Mstep: Class 37 contains 175768 members 
Mstep: Class 38 contains 37875 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5743 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943184.000000 Penalty: 147590.875000
Iteration 193Q: 42 clusters Score -2.259432e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10700 members 
Mstep: Class 4 contains 12374 members 
Mstep: Class 5 contains 14167 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 120473 members 
Mstep: Class 8 contains 59869 members 
Mstep: Class 9 contains 59741 members 
Mstep: Class 10 contains 6043 members 
Mstep: Class 11 contains 6603 members 
Mstep: Class 12 contains 11888 members 
Mstep: Class 13 contains 27019 members 
Mstep: Class 14 contains 17632 members 
Mstep: Class 15 contains 7492 members 
Mstep: Class 16 contains 240753 members 
Mstep: Class 17 contains 269990 members 
Mstep: Class 18 contains 192295 members 
Mstep: Class 19 contains 9110 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41412 members 
Mstep: Class 22 contains 11725 members 
Mstep: Class 23 contains 7075 members 
Mstep: Class 24 contains 13435 members 
Mstep: Class 25 contains 223015 members 
Mstep: Class 26 contains 9665 members 
Mstep: Class 27 contains 35791 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 137413 members 
Mstep: Class 30 contains 23131 members 
Mstep: Class 31 contains 8337 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71030 members 
Mstep: Class 34 contains 32634 members 
Mstep: Class 35 contains 6060 members 
Mstep: Class 36 contains 39207 members 
Mstep: Class 37 contains 175766 members 
Mstep: Class 38 contains 37916 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5752 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943168.000000 Penalty: 147590.875000
Iteration 194Q: 42 clusters Score -2.259432e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10711 members 
Mstep: Class 4 contains 12371 members 
Mstep: Class 5 contains 14167 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 120467 members 
Mstep: Class 8 contains 59866 members 
Mstep: Class 9 contains 59744 members 
Mstep: Class 10 contains 6047 members 
Mstep: Class 11 contains 6607 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27021 members 
Mstep: Class 14 contains 17628 members 
Mstep: Class 15 contains 7495 members 
Mstep: Class 16 contains 240750 members 
Mstep: Class 17 contains 269991 members 
Mstep: Class 18 contains 192290 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41413 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7100 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223018 members 
Mstep: Class 26 contains 9666 members 
Mstep: Class 27 contains 35790 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 137406 members 
Mstep: Class 30 contains 23134 members 
Mstep: Class 31 contains 8332 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71026 members 
Mstep: Class 34 contains 32579 members 
Mstep: Class 35 contains 6069 members 
Mstep: Class 36 contains 39176 members 
Mstep: Class 37 contains 175779 members 
Mstep: Class 38 contains 37951 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5757 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943136.000000 Penalty: 147590.875000
Iteration 195Q: 42 clusters Score -2.259431e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10715 members 
Mstep: Class 4 contains 12368 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 7 contains 120457 members 
Mstep: Class 8 contains 59867 members 
Mstep: Class 9 contains 59748 members 
Mstep: Class 10 contains 6050 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27021 members 
Mstep: Class 14 contains 17627 members 
Mstep: Class 15 contains 7498 members 
Mstep: Class 16 contains 240779 members 
Mstep: Class 17 contains 269986 members 
Mstep: Class 18 contains 192287 members 
Mstep: Class 19 contains 9113 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 11730 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 13435 members 
Mstep: Class 25 contains 223013 members 
Mstep: Class 26 contains 9665 members 
Mstep: Class 27 contains 35790 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 137378 members 
Mstep: Class 30 contains 23136 members 
Mstep: Class 31 contains 8327 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71025 members 
Mstep: Class 34 contains 32534 members 
Mstep: Class 35 contains 6081 members 
Mstep: Class 36 contains 39149 members 
Mstep: Class 37 contains 175784 members 
Mstep: Class 38 contains 37985 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5765 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943280.000000 Penalty: 147590.875000
Iteration 196Q: 42 clusters Score -2.259433e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10719 members 
Mstep: Class 4 contains 12360 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11104 members 
Mstep: Class 7 contains 120454 members 
Mstep: Class 8 contains 59870 members 
Mstep: Class 9 contains 59752 members 
Mstep: Class 10 contains 6053 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27027 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 15 contains 7498 members 
Mstep: Class 16 contains 240807 members 
Mstep: Class 17 contains 269990 members 
Mstep: Class 18 contains 192283 members 
Mstep: Class 19 contains 9115 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41415 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7140 members 
Mstep: Class 24 contains 13434 members 
Mstep: Class 25 contains 223012 members 
Mstep: Class 26 contains 9666 members 
Mstep: Class 27 contains 35789 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 137351 members 
Mstep: Class 30 contains 23140 members 
Mstep: Class 31 contains 8325 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71021 members 
Mstep: Class 34 contains 32482 members 
Mstep: Class 35 contains 6085 members 
Mstep: Class 36 contains 39124 members 
Mstep: Class 37 contains 175789 members 
Mstep: Class 38 contains 38025 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5770 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943152.000000 Penalty: 147590.875000
Iteration 197Q: 42 clusters Score -2.259432e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 10731 members 
Mstep: Class 4 contains 12358 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11101 members 
Mstep: Class 7 contains 120442 members 
Mstep: Class 8 contains 59873 members 
Mstep: Class 9 contains 59754 members 
Mstep: Class 10 contains 6060 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27028 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 15 contains 7499 members 
Mstep: Class 16 contains 240823 members 
Mstep: Class 17 contains 269995 members 
Mstep: Class 18 contains 192282 members 
Mstep: Class 19 contains 9117 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41416 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7155 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223010 members 
Mstep: Class 26 contains 9666 members 
Mstep: Class 27 contains 35790 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 137323 members 
Mstep: Class 30 contains 23139 members 
Mstep: Class 31 contains 8324 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71017 members 
Mstep: Class 34 contains 32444 members 
Mstep: Class 35 contains 6085 members 
Mstep: Class 36 contains 39092 members 
Mstep: Class 37 contains 175804 members 
Mstep: Class 38 contains 38063 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5774 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943056.000000 Penalty: 147590.875000
Iteration 198Q: 42 clusters Score -2.259431e+08 nChanged 321
Entering ConstructFrom: 
Score: -225943056.000000 Penalty: 147590.875000
Entering ConstructFrom: 
Trying to split cluster 1 (23415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Entering Unmasked Estep 
Score: -2641304.000000 Penalty: 2495.160889
	Iteration 0F: 2 clusters Score -2641304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2625062.750000 Penalty: 4990.321777
	Iteration 0F: 3 clusters Score -2625063 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2630589.250000 Penalty: 4990.321777
	Iteration 1F: 3 clusters Score -2630589 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2631067.750000 Penalty: 4990.321777
	Iteration 2F: 3 clusters Score -2631068 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2631525.250000 Penalty: 4990.321777
	Iteration 3F: 3 clusters Score -2631525 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2631924.500000 Penalty: 4990.321777
	Iteration 4Q: 3 clusters Score -2631924 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2632305.750000 Penalty: 4990.321777
	Iteration 5Q: 3 clusters Score -2632306 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2632710.750000 Penalty: 4990.321777
	Iteration 6Q: 3 clusters Score -2632711 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2633163.750000 Penalty: 4990.321777
	Iteration 7Q: 3 clusters Score -2633164 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2633633.750000 Penalty: 4990.321777
	Iteration 8Q: 3 clusters Score -2633634 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2634160.750000 Penalty: 4990.321777
	Iteration 9Q: 3 clusters Score -2634161 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2634769.000000 Penalty: 4990.321777
	Iteration 10Q: 3 clusters Score -2634769 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2635356.000000 Penalty: 4990.321777
	Iteration 11Q: 3 clusters Score -2635356 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2635967.250000 Penalty: 4990.321777
	Iteration 12Q: 3 clusters Score -2635967 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2636498.500000 Penalty: 4990.321777
	Iteration 13Q: 3 clusters Score -2636498 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2636924.000000 Penalty: 4990.321777
	Iteration 14Q: 3 clusters Score -2636924 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2637252.000000 Penalty: 4990.321777
	Iteration 15Q: 3 clusters Score -2637252 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2637573.000000 Penalty: 4990.321777
	Iteration 16Q: 3 clusters Score -2637573 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2637791.250000 Penalty: 4990.321777
	Iteration 17Q: 3 clusters Score -2637791 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2637972.000000 Penalty: 4990.321777
	Iteration 18Q: 3 clusters Score -2637972 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2638117.500000 Penalty: 4990.321777
	Iteration 19Q: 3 clusters Score -2638118 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2638235.500000 Penalty: 4990.321777
	Iteration 20F: 3 clusters Score -2638236 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2638305.500000 Penalty: 4990.321777
	Iteration 21Q: 3 clusters Score -2638306 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2638369.250000 Penalty: 4990.321777
	Iteration 22Q: 3 clusters Score -2638369 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2638423.750000 Penalty: 4990.321777
	Iteration 23Q: 3 clusters Score -2638424 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2638463.750000 Penalty: 4990.321777
	Iteration 24Q: 3 clusters Score -2638464 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2638517.250000 Penalty: 4990.321777
	Iteration 25Q: 3 clusters Score -2638517 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2638568.500000 Penalty: 4990.321777
	Iteration 26Q: 3 clusters Score -2638568 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2638608.750000 Penalty: 4990.321777
	Iteration 27Q: 3 clusters Score -2638609 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2638649.000000 Penalty: 4990.321777
	Iteration 28Q: 3 clusters Score -2638649 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2638693.750000 Penalty: 4990.321777
	Iteration 29Q: 3 clusters Score -2638694 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2638757.000000 Penalty: 4990.321777
	Iteration 30Q: 3 clusters Score -2638757 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2638806.250000 Penalty: 4990.321777
	Iteration 31Q: 3 clusters Score -2638806 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2638857.000000 Penalty: 4990.321777
	Iteration 32Q: 3 clusters Score -2638857 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2638919.750000 Penalty: 4990.321777
	Iteration 33Q: 3 clusters Score -2638920 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2638967.250000 Penalty: 4990.321777
	Iteration 34Q: 3 clusters Score -2638967 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2639039.500000 Penalty: 4990.321777
	Iteration 35Q: 3 clusters Score -2639040 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2639082.750000 Penalty: 4990.321777
	Iteration 36Q: 3 clusters Score -2639083 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2639137.000000 Penalty: 4990.321777
	Iteration 37Q: 3 clusters Score -2639137 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2639169.000000 Penalty: 4990.321777
	Iteration 38Q: 3 clusters Score -2639169 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2639235.250000 Penalty: 4990.321777
	Iteration 39Q: 3 clusters Score -2639235 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2639265.750000 Penalty: 4990.321777
	Iteration 40F: 3 clusters Score -2639266 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2639303.750000 Penalty: 4990.321777
	Iteration 41Q: 3 clusters Score -2639304 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2639349.250000 Penalty: 4990.321777
	Iteration 42Q: 3 clusters Score -2639349 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2639401.500000 Penalty: 4990.321777
	Iteration 43Q: 3 clusters Score -2639402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2639428.250000 Penalty: 4990.321777
	Iteration 44Q: 3 clusters Score -2639428 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2639477.000000 Penalty: 4990.321777
	Iteration 45Q: 3 clusters Score -2639477 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2639512.250000 Penalty: 4990.321777
	Iteration 46Q: 3 clusters Score -2639512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2639533.500000 Penalty: 4990.321777
	Iteration 47Q: 3 clusters Score -2639534 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2639552.250000 Penalty: 4990.321777
	Iteration 48Q: 3 clusters Score -2639552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2639569.250000 Penalty: 4990.321777
	Iteration 49Q: 3 clusters Score -2639569 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2639589.750000 Penalty: 4990.321777
	Iteration 50Q: 3 clusters Score -2639590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2639610.000000 Penalty: 4990.321777
	Iteration 51Q: 3 clusters Score -2639610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2639621.750000 Penalty: 4990.321777
	Iteration 52Q: 3 clusters Score -2639622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2639630.000000 Penalty: 4990.321777
	Iteration 53Q: 3 clusters Score -2639630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2639640.000000 Penalty: 4990.321777
	Iteration 54Q: 3 clusters Score -2639640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2639644.000000 Penalty: 4990.321777
	Iteration 55Q: 3 clusters Score -2639644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2639647.750000 Penalty: 4990.321777
	Iteration 56Q: 3 clusters Score -2639648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2639653.500000 Penalty: 4990.321777
	Iteration 57Q: 3 clusters Score -2639654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2639657.750000 Penalty: 4990.321777
	Iteration 58Q: 3 clusters Score -2639658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2639656.000000 Penalty: 4990.321777
	Iteration 59Q: 3 clusters Score -2639656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2639655.250000 Penalty: 4990.321777
	Iteration 60F: 3 clusters Score -2639655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2639668.750000 Penalty: 4990.321777
	Iteration 61Q: 3 clusters Score -2639669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2639670.500000 Penalty: 4990.321777
	Iteration 62Q: 3 clusters Score -2639670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2639664.250000 Penalty: 4990.321777
	Iteration 63Q: 3 clusters Score -2639664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2639669.250000 Penalty: 4990.321777
	Iteration 64Q: 3 clusters Score -2639669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2639667.250000 Penalty: 4990.321777
	Iteration 65Q: 3 clusters Score -2639667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2639671.750000 Penalty: 4990.321777
	Iteration 66Q: 3 clusters Score -2639672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2639672.750000 Penalty: 4990.321777
	Iteration 67Q: 3 clusters Score -2639673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2639679.500000 Penalty: 4990.321777
	Iteration 68Q: 3 clusters Score -2639680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2639682.000000 Penalty: 4990.321777
	Iteration 69Q: 3 clusters Score -2639682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2639685.000000 Penalty: 4990.321777
	Iteration 70Q: 3 clusters Score -2639685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2639682.000000 Penalty: 4990.321777
	Iteration 71Q: 3 clusters Score -2639682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2639683.000000 Penalty: 4990.321777
	Iteration 72Q: 3 clusters Score -2639683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2639694.000000 Penalty: 4990.321777
	Iteration 73Q: 3 clusters Score -2639694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2639690.750000 Penalty: 4990.321777
	Iteration 74Q: 3 clusters Score -2639691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2639691.750000 Penalty: 4990.321777
	Iteration 75Q: 3 clusters Score -2639692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2639692.250000 Penalty: 4990.321777
	Iteration 76Q: 3 clusters Score -2639692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2639692.500000 Penalty: 4990.321777
	Iteration 77Q: 3 clusters Score -2639692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2639692.500000 Penalty: 4990.321777
	Iteration 78F: 3 clusters Score -2639692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -164438.515625 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -164438.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -162033.578125 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -162033.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -162752.375000 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -162752.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163316.562500 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -163316.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -163964.062500 Penalty: 3673.427246
	Iteration 3F: 3 clusters Score -163964.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -164432.515625 Penalty: 3673.427246
	Iteration 4F: 3 clusters Score -164432.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -164759.562500 Penalty: 3673.427246
	Iteration 5F: 3 clusters Score -164759.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -164966.375000 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -164966.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -165140.875000 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -165140.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -165285.046875 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -165285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -165396.609375 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -165396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165566.531250 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -165566.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -165713.859375 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -165713.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -165881.375000 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -165881.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -166013.859375 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -166013.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -166056.078125 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -166056.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -166080.406250 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -166080.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166095.500000 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -166095.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -166107.578125 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -166107.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166116.453125 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -166116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -166181.515625 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -166181.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166544.359375 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -166544.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -167047.000000 Penalty: 3673.427246
	Iteration 21Q: 3 clusters Score -167047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -167064.546875 Penalty: 3673.427246
	Iteration 22Q: 3 clusters Score -167064.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -167071.828125 Penalty: 3673.427246
	Iteration 23Q: 3 clusters Score -167071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167073.859375 Penalty: 3673.427246
	Iteration 24Q: 3 clusters Score -167073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167073.859375 Penalty: 3673.427246
	Iteration 25F: 3 clusters Score -167073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 120433 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59753 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27031 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 240843 members 
Mstep: Class 17 contains 270002 members 
Mstep: Class 18 contains 192276 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 223011 members 
Mstep: Class 26 contains 9667 members 
Mstep: Class 27 contains 35791 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 137297 members 
Mstep: Class 30 contains 23141 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71008 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 39051 members 
Mstep: Class 37 contains 175810 members 
Mstep: Class 38 contains 38095 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5785 members 
Mstep: Class 41 contains 1210 members 
Mstep: Class 42 contains 795 members 
Entering Unmasked Estep 
Score: -225944032.000000 Penalty: 151190.640625
Splitting cluster 2 changes total score from -225943056.000000 to -225944032.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 3 (10739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Entering Unmasked Estep 
Score: -1202685.250000 Penalty: 2301.845947
	Iteration 0F: 2 clusters Score -1202685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1194504.750000 Penalty: 4603.691895
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Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5683 members 
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Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5967 members 
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Mstep: Class 1 contains 4639 members 
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Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6240 members 
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Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6464 members 
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Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6557 members 
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Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 6638 members 
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Mstep: Class 1 contains 4024 members 
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Mstep: Class 1 contains 3938 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3744 members 
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Mstep: Class 1 contains 3687 members 
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Mstep: Class 1 contains 3629 members 
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Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1200054 nChanged 88
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Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7286 members 
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	Iteration 22Q: 3 clusters Score -1200110 nChanged 78
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Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1200127 nChanged 63
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Mstep: Class 1 contains 3360 members 
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1200140 nChanged 49
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Mstep: Class 1 contains 3321 members 
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	Iteration 25Q: 3 clusters Score -1200150 nChanged 50
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	Iteration 26Q: 3 clusters Score -1200168 nChanged 55
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	Iteration 27Q: 3 clusters Score -1200182 nChanged 65
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Mstep: Class 1 contains 3150 members 
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Mstep: Class 1 contains 2760 members 
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Mstep: Class 1 contains 2736 members 
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Mstep: Class 1 contains 2707 members 
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	Iteration 50Q: 3 clusters Score -1200373 nChanged 34
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	Iteration 59Q: 3 clusters Score -1200425 nChanged 22
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	Iteration 60F: 3 clusters Score -1200432 nChanged 19
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	Iteration 61Q: 3 clusters Score -1200438 nChanged 21
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	Iteration 62Q: 3 clusters Score -1200438 nChanged 24
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	Iteration 63Q: 3 clusters Score -1200447 nChanged 20
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	Iteration 65Q: 3 clusters Score -1200455 nChanged 28
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	Iteration 71Q: 3 clusters Score -1200499 nChanged 34
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	Iteration 74Q: 3 clusters Score -1200532 nChanged 33
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	Iteration 75Q: 3 clusters Score -1200538 nChanged 33
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	Iteration 79Q: 3 clusters Score -1200573 nChanged 25
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	Iteration 84Q: 3 clusters Score -1200611 nChanged 40
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	Iteration 86Q: 3 clusters Score -1200648 nChanged 38
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1200709 nChanged 35
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Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1200723 nChanged 37
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Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1200734 nChanged 29
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Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1200746.375000 Penalty: 4603.691895
	Iteration 94Q: 3 clusters Score -1200746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1200758.375000 Penalty: 4603.691895
	Iteration 95Q: 3 clusters Score -1200758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1200766.500000 Penalty: 4603.691895
	Iteration 96Q: 3 clusters Score -1200766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1200776.500000 Penalty: 4603.691895
	Iteration 97Q: 3 clusters Score -1200776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1200795.750000 Penalty: 4603.691895
	Iteration 98Q: 3 clusters Score -1200796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1200810.625000 Penalty: 4603.691895
	Iteration 99Q: 3 clusters Score -1200811 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1200831.000000 Penalty: 4603.691895
	Iteration 100F: 3 clusters Score -1200831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1200850.500000 Penalty: 4603.691895
	Iteration 101Q: 3 clusters Score -1200850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1200857.000000 Penalty: 4603.691895
	Iteration 102Q: 3 clusters Score -1200857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1200866.250000 Penalty: 4603.691895
	Iteration 103Q: 3 clusters Score -1200866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1200876.625000 Penalty: 4603.691895
	Iteration 104Q: 3 clusters Score -1200877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1200878.000000 Penalty: 4603.691895
	Iteration 105Q: 3 clusters Score -1200878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1200885.750000 Penalty: 4603.691895
	Iteration 106Q: 3 clusters Score -1200886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1200893.125000 Penalty: 4603.691895
	Iteration 107Q: 3 clusters Score -1200893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1200897.625000 Penalty: 4603.691895
	Iteration 108Q: 3 clusters Score -1200898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1200895.375000 Penalty: 4603.691895
	Iteration 109Q: 3 clusters Score -1200895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1200904.875000 Penalty: 4603.691895
	Iteration 110Q: 3 clusters Score -1200905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1200903.375000 Penalty: 4603.691895
	Iteration 111Q: 3 clusters Score -1200903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1200907.875000 Penalty: 4603.691895
	Iteration 112Q: 3 clusters Score -1200908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1200909.250000 Penalty: 4603.691895
	Iteration 113Q: 3 clusters Score -1200909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1200909.250000 Penalty: 4603.691895
	Iteration 114Q: 3 clusters Score -1200909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1200911.500000 Penalty: 4603.691895
	Iteration 115Q: 3 clusters Score -1200912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1200914.375000 Penalty: 4603.691895
	Iteration 116Q: 3 clusters Score -1200914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1200914.375000 Penalty: 4603.691895
	Iteration 117Q: 3 clusters Score -1200914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1200915.500000 Penalty: 4603.691895
	Iteration 118Q: 3 clusters Score -1200916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1200915.625000 Penalty: 4603.691895
	Iteration 119Q: 3 clusters Score -1200916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1200916.000000 Penalty: 4603.691895
	Iteration 120F: 3 clusters Score -1200916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1200917.250000 Penalty: 4603.691895
	Iteration 121Q: 3 clusters Score -1200917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1200917.250000 Penalty: 4603.691895
	Iteration 122F: 3 clusters Score -1200917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -1365394.500000 Penalty: 2336.570068
	Iteration 0F: 2 clusters Score -1365394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1356264.750000 Penalty: 4673.140137
	Iteration 0F: 3 clusters Score -1356265 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1358961.875000 Penalty: 4673.140137
	Iteration 1F: 3 clusters Score -1358962 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1359308.750000 Penalty: 4673.140137
	Iteration 2F: 3 clusters Score -1359309 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1359603.375000 Penalty: 4673.140137
	Iteration 3F: 3 clusters Score -1359603 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1359850.750000 Penalty: 4673.140137
	Iteration 4Q: 3 clusters Score -1359851 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1360061.875000 Penalty: 4673.140137
	Iteration 5Q: 3 clusters Score -1360062 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1360253.250000 Penalty: 4673.140137
	Iteration 6Q: 3 clusters Score -1360253 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1360431.875000 Penalty: 4673.140137
	Iteration 7Q: 3 clusters Score -1360432 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1360608.750000 Penalty: 4673.140137
	Iteration 8Q: 3 clusters Score -1360609 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1360788.000000 Penalty: 4673.140137
	Iteration 9Q: 3 clusters Score -1360788 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1360978.750000 Penalty: 4673.140137
	Iteration 10Q: 3 clusters Score -1360979 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1361179.875000 Penalty: 4673.140137
	Iteration 11Q: 3 clusters Score -1361180 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1361384.375000 Penalty: 4673.140137
	Iteration 12Q: 3 clusters Score -1361384 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1361587.375000 Penalty: 4673.140137
	Iteration 13Q: 3 clusters Score -1361587 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1361789.250000 Penalty: 4673.140137
	Iteration 14Q: 3 clusters Score -1361789 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1362001.375000 Penalty: 4673.140137
	Iteration 15Q: 3 clusters Score -1362001 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1362219.000000 Penalty: 4673.140137
	Iteration 16Q: 3 clusters Score -1362219 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1362466.000000 Penalty: 4673.140137
	Iteration 17Q: 3 clusters Score -1362466 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1362705.000000 Penalty: 4673.140137
	Iteration 18Q: 3 clusters Score -1362705 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1362949.000000 Penalty: 4673.140137
	Iteration 19Q: 3 clusters Score -1362949 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1363161.750000 Penalty: 4673.140137
	Iteration 20F: 3 clusters Score -1363162 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1363307.875000 Penalty: 4673.140137
	Iteration 21Q: 3 clusters Score -1363308 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1363463.625000 Penalty: 4673.140137
	Iteration 22Q: 3 clusters Score -1363464 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1363689.875000 Penalty: 4673.140137
	Iteration 23Q: 3 clusters Score -1363690 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1363987.000000 Penalty: 4673.140137
	Iteration 24Q: 3 clusters Score -1363987 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1364166.500000 Penalty: 4673.140137
	Iteration 25Q: 3 clusters Score -1364166 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1364279.375000 Penalty: 4673.140137
	Iteration 26Q: 3 clusters Score -1364279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1364335.875000 Penalty: 4673.140137
	Iteration 27Q: 3 clusters Score -1364336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1364370.750000 Penalty: 4673.140137
	Iteration 28Q: 3 clusters Score -1364371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1364397.750000 Penalty: 4673.140137
	Iteration 29Q: 3 clusters Score -1364398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1364423.125000 Penalty: 4673.140137
	Iteration 30Q: 3 clusters Score -1364423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1364451.375000 Penalty: 4673.140137
	Iteration 31Q: 3 clusters Score -1364451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1364469.000000 Penalty: 4673.140137
	Iteration 32Q: 3 clusters Score -1364469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1364483.125000 Penalty: 4673.140137
	Iteration 33Q: 3 clusters Score -1364483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1364493.625000 Penalty: 4673.140137
	Iteration 34Q: 3 clusters Score -1364494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1364494.250000 Penalty: 4673.140137
	Iteration 35Q: 3 clusters Score -1364494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1364498.375000 Penalty: 4673.140137
	Iteration 36Q: 3 clusters Score -1364498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1364498.625000 Penalty: 4673.140137
	Iteration 37Q: 3 clusters Score -1364499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1364500.000000 Penalty: 4673.140137
	Iteration 38Q: 3 clusters Score -1364500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1364504.125000 Penalty: 4673.140137
	Iteration 39Q: 3 clusters Score -1364504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1364529.875000 Penalty: 4673.140137
	Iteration 40F: 3 clusters Score -1364530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1364537.875000 Penalty: 4673.140137
	Iteration 41Q: 3 clusters Score -1364538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1364549.750000 Penalty: 4673.140137
	Iteration 42Q: 3 clusters Score -1364550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1364555.500000 Penalty: 4673.140137
	Iteration 43Q: 3 clusters Score -1364556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1364567.750000 Penalty: 4673.140137
	Iteration 44Q: 3 clusters Score -1364568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1364574.625000 Penalty: 4673.140137
	Iteration 45Q: 3 clusters Score -1364575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1364577.875000 Penalty: 4673.140137
	Iteration 46Q: 3 clusters Score -1364578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1364583.625000 Penalty: 4673.140137
	Iteration 47Q: 3 clusters Score -1364584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1364589.125000 Penalty: 4673.140137
	Iteration 48Q: 3 clusters Score -1364589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1364592.000000 Penalty: 4673.140137
	Iteration 49Q: 3 clusters Score -1364592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1364589.750000 Penalty: 4673.140137
	Iteration 50Q: 3 clusters Score -1364590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1364590.625000 Penalty: 4673.140137
	Iteration 51Q: 3 clusters Score -1364591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1364591.500000 Penalty: 4673.140137
	Iteration 52Q: 3 clusters Score -1364592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1364594.500000 Penalty: 4673.140137
	Iteration 53Q: 3 clusters Score -1364594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1364596.000000 Penalty: 4673.140137
	Iteration 54Q: 3 clusters Score -1364596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1364595.250000 Penalty: 4673.140137
	Iteration 55Q: 3 clusters Score -1364595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1364595.250000 Penalty: 4673.140137
	Iteration 56F: 3 clusters Score -1364595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Entering Unmasked Estep 
Score: -1681688.375000 Penalty: 2370.567871
	Iteration 0F: 2 clusters Score -1681688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1671473.375000 Penalty: 4741.135742
	Iteration 0F: 3 clusters Score -1671473 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1674768.500000 Penalty: 4741.135742
	Iteration 1F: 3 clusters Score -1674768 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1675211.375000 Penalty: 4741.135742
	Iteration 2F: 3 clusters Score -1675211 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1675571.125000 Penalty: 4741.135742
	Iteration 3F: 3 clusters Score -1675571 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1675857.625000 Penalty: 4741.135742
	Iteration 4Q: 3 clusters Score -1675858 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1676133.500000 Penalty: 4741.135742
	Iteration 5Q: 3 clusters Score -1676134 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1676392.000000 Penalty: 4741.135742
	Iteration 6Q: 3 clusters Score -1676392 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1676655.125000 Penalty: 4741.135742
	Iteration 7Q: 3 clusters Score -1676655 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1676924.500000 Penalty: 4741.135742
	Iteration 8Q: 3 clusters Score -1676924 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1677210.125000 Penalty: 4741.135742
	Iteration 9Q: 3 clusters Score -1677210 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1677454.000000 Penalty: 4741.135742
	Iteration 10Q: 3 clusters Score -1677454 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1677669.500000 Penalty: 4741.135742
	Iteration 11Q: 3 clusters Score -1677670 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1677858.500000 Penalty: 4741.135742
	Iteration 12Q: 3 clusters Score -1677858 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1678016.750000 Penalty: 4741.135742
	Iteration 13Q: 3 clusters Score -1678017 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1678126.375000 Penalty: 4741.135742
	Iteration 14Q: 3 clusters Score -1678126 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1678215.375000 Penalty: 4741.135742
	Iteration 15Q: 3 clusters Score -1678215 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1678278.625000 Penalty: 4741.135742
	Iteration 16Q: 3 clusters Score -1678279 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1678320.125000 Penalty: 4741.135742
	Iteration 17Q: 3 clusters Score -1678320 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1678344.250000 Penalty: 4741.135742
	Iteration 18Q: 3 clusters Score -1678344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1678364.125000 Penalty: 4741.135742
	Iteration 19Q: 3 clusters Score -1678364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1678371.750000 Penalty: 4741.135742
	Iteration 20F: 3 clusters Score -1678372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1678388.625000 Penalty: 4741.135742
	Iteration 21Q: 3 clusters Score -1678389 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1678398.750000 Penalty: 4741.135742
	Iteration 22Q: 3 clusters Score -1678399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1678408.875000 Penalty: 4741.135742
	Iteration 23Q: 3 clusters Score -1678409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1678412.625000 Penalty: 4741.135742
	Iteration 24Q: 3 clusters Score -1678413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1678419.250000 Penalty: 4741.135742
	Iteration 25Q: 3 clusters Score -1678419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1678418.625000 Penalty: 4741.135742
	Iteration 26Q: 3 clusters Score -1678419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1678422.125000 Penalty: 4741.135742
	Iteration 27Q: 3 clusters Score -1678422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1678423.875000 Penalty: 4741.135742
	Iteration 28Q: 3 clusters Score -1678424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1678424.000000 Penalty: 4741.135742
	Iteration 29Q: 3 clusters Score -1678424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1678427.875000 Penalty: 4741.135742
	Iteration 30Q: 3 clusters Score -1678428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1678428.500000 Penalty: 4741.135742
	Iteration 31Q: 3 clusters Score -1678428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1678426.125000 Penalty: 4741.135742
	Iteration 32Q: 3 clusters Score -1678426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1678425.000000 Penalty: 4741.135742
	Iteration 33Q: 3 clusters Score -1678425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1678424.500000 Penalty: 4741.135742
	Iteration 34Q: 3 clusters Score -1678424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1678427.625000 Penalty: 4741.135742
	Iteration 35Q: 3 clusters Score -1678428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1678426.125000 Penalty: 4741.135742
	Iteration 36Q: 3 clusters Score -1678426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1678427.500000 Penalty: 4741.135742
	Iteration 37Q: 3 clusters Score -1678428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1678428.500000 Penalty: 4741.135742
	Iteration 38Q: 3 clusters Score -1678428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1678425.125000 Penalty: 4741.135742
	Iteration 39Q: 3 clusters Score -1678425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1678425.250000 Penalty: 4741.135742
	Iteration 40F: 3 clusters Score -1678425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1678428.375000 Penalty: 4741.135742
	Iteration 41Q: 3 clusters Score -1678428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1678427.875000 Penalty: 4741.135742
	Iteration 42Q: 3 clusters Score -1678428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1678427.625000 Penalty: 4741.135742
	Iteration 43Q: 3 clusters Score -1678428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1678429.000000 Penalty: 4741.135742
	Iteration 44Q: 3 clusters Score -1678429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1678429.000000 Penalty: 4741.135742
	Iteration 45F: 3 clusters Score -1678429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Entering Unmasked Estep 
Score: -1207388.375000 Penalty: 2310.112793
	Iteration 0F: 2 clusters Score -1207388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1199142.000000 Penalty: 4620.225586
	Iteration 0F: 3 clusters Score -1199142 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1201880.000000 Penalty: 4620.225586
	Iteration 1F: 3 clusters Score -1201880 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1202434.875000 Penalty: 4620.225586
	Iteration 2F: 3 clusters Score -1202435 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1202958.125000 Penalty: 4620.225586
	Iteration 3F: 3 clusters Score -1202958 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1203415.375000 Penalty: 4620.225586
	Iteration 4F: 3 clusters Score -1203415 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1203865.625000 Penalty: 4620.225586
	Iteration 5F: 3 clusters Score -1203866 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1204328.375000 Penalty: 4620.225586
	Iteration 6F: 3 clusters Score -1204328 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1204796.250000 Penalty: 4620.225586
	Iteration 7F: 3 clusters Score -1204796 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1205162.750000 Penalty: 4620.225586
	Iteration 8Q: 3 clusters Score -1205163 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1205462.000000 Penalty: 4620.225586
	Iteration 9Q: 3 clusters Score -1205462 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1205701.125000 Penalty: 4620.225586
	Iteration 10Q: 3 clusters Score -1205701 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1205869.125000 Penalty: 4620.225586
	Iteration 11Q: 3 clusters Score -1205869 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1205970.875000 Penalty: 4620.225586
	Iteration 12Q: 3 clusters Score -1205971 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1206038.750000 Penalty: 4620.225586
	Iteration 13Q: 3 clusters Score -1206039 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1206107.750000 Penalty: 4620.225586
	Iteration 14Q: 3 clusters Score -1206108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1206156.500000 Penalty: 4620.225586
	Iteration 15Q: 3 clusters Score -1206156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1206202.875000 Penalty: 4620.225586
	Iteration 16Q: 3 clusters Score -1206203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1206239.125000 Penalty: 4620.225586
	Iteration 17Q: 3 clusters Score -1206239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1206267.125000 Penalty: 4620.225586
	Iteration 18Q: 3 clusters Score -1206267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1206290.250000 Penalty: 4620.225586
	Iteration 19Q: 3 clusters Score -1206290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1206313.625000 Penalty: 4620.225586
	Iteration 20F: 3 clusters Score -1206314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1206340.625000 Penalty: 4620.225586
	Iteration 21Q: 3 clusters Score -1206341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1206356.250000 Penalty: 4620.225586
	Iteration 22Q: 3 clusters Score -1206356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1206374.875000 Penalty: 4620.225586
	Iteration 23Q: 3 clusters Score -1206375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1206386.625000 Penalty: 4620.225586
	Iteration 24Q: 3 clusters Score -1206387 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1206399.750000 Penalty: 4620.225586
	Iteration 25Q: 3 clusters Score -1206400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1206403.625000 Penalty: 4620.225586
	Iteration 26Q: 3 clusters Score -1206404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1206408.125000 Penalty: 4620.225586
	Iteration 27Q: 3 clusters Score -1206408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1206410.875000 Penalty: 4620.225586
	Iteration 28Q: 3 clusters Score -1206411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1206411.375000 Penalty: 4620.225586
	Iteration 29Q: 3 clusters Score -1206411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1206412.875000 Penalty: 4620.225586
	Iteration 30Q: 3 clusters Score -1206413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1206414.125000 Penalty: 4620.225586
	Iteration 31Q: 3 clusters Score -1206414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1206415.250000 Penalty: 4620.225586
	Iteration 32Q: 3 clusters Score -1206415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1206417.875000 Penalty: 4620.225586
	Iteration 33Q: 3 clusters Score -1206418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1206419.500000 Penalty: 4620.225586
	Iteration 34Q: 3 clusters Score -1206420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1206423.875000 Penalty: 4620.225586
	Iteration 35Q: 3 clusters Score -1206424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1206425.500000 Penalty: 4620.225586
	Iteration 36Q: 3 clusters Score -1206426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1206432.750000 Penalty: 4620.225586
	Iteration 37Q: 3 clusters Score -1206433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1206435.750000 Penalty: 4620.225586
	Iteration 38Q: 3 clusters Score -1206436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1206437.250000 Penalty: 4620.225586
	Iteration 39Q: 3 clusters Score -1206437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1206440.875000 Penalty: 4620.225586
	Iteration 40F: 3 clusters Score -1206441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1206441.125000 Penalty: 4620.225586
	Iteration 41Q: 3 clusters Score -1206441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1206445.125000 Penalty: 4620.225586
	Iteration 42Q: 3 clusters Score -1206445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1206448.000000 Penalty: 4620.225586
	Iteration 43Q: 3 clusters Score -1206448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1206450.000000 Penalty: 4620.225586
	Iteration 44Q: 3 clusters Score -1206450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1206447.875000 Penalty: 4620.225586
	Iteration 45Q: 3 clusters Score -1206448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1206448.125000 Penalty: 4620.225586
	Iteration 46Q: 3 clusters Score -1206448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1206448.750000 Penalty: 4620.225586
	Iteration 47Q: 3 clusters Score -1206449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1206451.625000 Penalty: 4620.225586
	Iteration 48Q: 3 clusters Score -1206452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1206451.625000 Penalty: 4620.225586
	Iteration 49F: 3 clusters Score -1206452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120433 members 
Entering Unmasked Estep 
Score: -13777646.000000 Penalty: 2901.314453
	Iteration 0F: 2 clusters Score -1.377765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -13697106.000000 Penalty: 5802.628906
	Iteration 0F: 3 clusters Score -1.369711e+07 nChanged 57240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57373 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -13729885.000000 Penalty: 5802.628906
	Iteration 1F: 3 clusters Score -1.372988e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -13730963.000000 Penalty: 5802.628906
	Iteration 2Q: 3 clusters Score -1.373096e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 67715 members 
Entering Unmasked Estep 
Score: -13732218.000000 Penalty: 5802.628906
	Iteration 3Q: 3 clusters Score -1.373222e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -13734277.000000 Penalty: 5802.628906
	Iteration 4Q: 3 clusters Score -1.373428e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -13737642.000000 Penalty: 5802.628906
	Iteration 5F: 3 clusters Score -1.373764e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -13743225.000000 Penalty: 5802.628906
	Iteration 6F: 3 clusters Score -1.374322e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -13751519.000000 Penalty: 5802.628906
	Iteration 7F: 3 clusters Score -1.375152e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 105793 members 
Entering Unmasked Estep 
Score: -13761114.000000 Penalty: 5802.628906
	Iteration 8F: 3 clusters Score -1.376111e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -13768721.000000 Penalty: 5802.628906
	Iteration 9F: 3 clusters Score -1.376872e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 117687 members 
Entering Unmasked Estep 
Score: -13772714.000000 Penalty: 5802.628906
	Iteration 10Q: 3 clusters Score -1.377271e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 119378 members 
Entering Unmasked Estep 
Score: -13774236.000000 Penalty: 5802.628906
	Iteration 11Q: 3 clusters Score -1.377424e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 119893 members 
Entering Unmasked Estep 
Score: -13774700.000000 Penalty: 5802.628906
	Iteration 12Q: 3 clusters Score -1.37747e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 120055 members 
Entering Unmasked Estep 
Score: -13774890.000000 Penalty: 5802.628906
	Iteration 13Q: 3 clusters Score -1.377489e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 120117 members 
Entering Unmasked Estep 
Score: -13774965.000000 Penalty: 5802.628906
	Iteration 14Q: 3 clusters Score -1.377496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -13775033.000000 Penalty: 5802.628906
	Iteration 15Q: 3 clusters Score -1.377503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 120159 members 
Entering Unmasked Estep 
Score: -13775082.000000 Penalty: 5802.628906
	Iteration 16Q: 3 clusters Score -1.377508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -13775101.000000 Penalty: 5802.628906
	Iteration 17Q: 3 clusters Score -1.37751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 120171 members 
Entering Unmasked Estep 
Score: -13775112.000000 Penalty: 5802.628906
	Iteration 18Q: 3 clusters Score -1.377511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 120177 members 
Entering Unmasked Estep 
Score: -13775117.000000 Penalty: 5802.628906
	Iteration 19Q: 3 clusters Score -1.377512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 120178 members 
Entering Unmasked Estep 
Score: -13775140.000000 Penalty: 5802.628906
	Iteration 20F: 3 clusters Score -1.377514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -13775149.000000 Penalty: 5802.628906
	Iteration 21Q: 3 clusters Score -1.377515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 120189 members 
Entering Unmasked Estep 
Score: -13775161.000000 Penalty: 5802.628906
	Iteration 22Q: 3 clusters Score -1.377516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 120192 members 
Entering Unmasked Estep 
Score: -13775171.000000 Penalty: 5802.628906
	Iteration 23Q: 3 clusters Score -1.377517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -13775168.000000 Penalty: 5802.628906
	Iteration 24Q: 3 clusters Score -1.377517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 120195 members 
Entering Unmasked Estep 
Score: -13775165.000000 Penalty: 5802.628906
	Iteration 25Q: 3 clusters Score -1.377516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -13775174.000000 Penalty: 5802.628906
	Iteration 26Q: 3 clusters Score -1.377517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -13775174.000000 Penalty: 5802.628906
	Iteration 27F: 3 clusters Score -1.377517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59876 members 
Entering Unmasked Estep 
Score: -6949319.000000 Penalty: 2728.007812
	Iteration 0F: 2 clusters Score -6949319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -6909008.500000 Penalty: 5456.015625
	Iteration 0F: 3 clusters Score -6909008 nChanged 27832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6924669.500000 Penalty: 5456.015625
	Iteration 1F: 3 clusters Score -6924670 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -6925686.000000 Penalty: 5456.015625
	Iteration 2Q: 3 clusters Score -6925686 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -6927241.500000 Penalty: 5456.015625
	Iteration 3F: 3 clusters Score -6927242 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -6929944.000000 Penalty: 5456.015625
	Iteration 4F: 3 clusters Score -6929944 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6933946.500000 Penalty: 5456.015625
	Iteration 5F: 3 clusters Score -6933946 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -6938387.500000 Penalty: 5456.015625
	Iteration 6F: 3 clusters Score -6938388 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -6942075.000000 Penalty: 5456.015625
	Iteration 7F: 3 clusters Score -6942075 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55974 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6944430.500000 Penalty: 5456.015625
	Iteration 8Q: 3 clusters Score -6944430 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6945639.500000 Penalty: 5456.015625
	Iteration 9Q: 3 clusters Score -6945640 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6946285.500000 Penalty: 5456.015625
	Iteration 10Q: 3 clusters Score -6946286 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6946627.000000 Penalty: 5456.015625
	Iteration 11Q: 3 clusters Score -6946627 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6946791.000000 Penalty: 5456.015625
	Iteration 12Q: 3 clusters Score -6946791 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6946886.000000 Penalty: 5456.015625
	Iteration 13Q: 3 clusters Score -6946886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6946947.000000 Penalty: 5456.015625
	Iteration 14Q: 3 clusters Score -6946947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6946988.000000 Penalty: 5456.015625
	Iteration 15Q: 3 clusters Score -6946988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6947022.500000 Penalty: 5456.015625
	Iteration 16Q: 3 clusters Score -6947022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6947059.000000 Penalty: 5456.015625
	Iteration 17Q: 3 clusters Score -6947059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6947077.000000 Penalty: 5456.015625
	Iteration 18Q: 3 clusters Score -6947077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6947090.500000 Penalty: 5456.015625
	Iteration 19Q: 3 clusters Score -6947090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6947087.500000 Penalty: 5456.015625
	Iteration 20F: 3 clusters Score -6947088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6947102.000000 Penalty: 5456.015625
	Iteration 21Q: 3 clusters Score -6947102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6947116.500000 Penalty: 5456.015625
	Iteration 22Q: 3 clusters Score -6947116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6947118.000000 Penalty: 5456.015625
	Iteration 23Q: 3 clusters Score -6947118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6947121.000000 Penalty: 5456.015625
	Iteration 24Q: 3 clusters Score -6947121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6947121.000000 Penalty: 5456.015625
	Iteration 25Q: 3 clusters Score -6947121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6947119.000000 Penalty: 5456.015625
	Iteration 26Q: 3 clusters Score -6947119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6947119.500000 Penalty: 5456.015625
	Iteration 27Q: 3 clusters Score -6947120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6947123.500000 Penalty: 5456.015625
	Iteration 28Q: 3 clusters Score -6947124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6947124.000000 Penalty: 5456.015625
	Iteration 29Q: 3 clusters Score -6947124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6947124.500000 Penalty: 5456.015625
	Iteration 30Q: 3 clusters Score -6947124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6947130.000000 Penalty: 5456.015625
	Iteration 31Q: 3 clusters Score -6947130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6947126.500000 Penalty: 5456.015625
	Iteration 32Q: 3 clusters Score -6947126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6947127.500000 Penalty: 5456.015625
	Iteration 33Q: 3 clusters Score -6947128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6947138.500000 Penalty: 5456.015625
	Iteration 34Q: 3 clusters Score -6947138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6947141.500000 Penalty: 5456.015625
	Iteration 35Q: 3 clusters Score -6947142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6947135.500000 Penalty: 5456.015625
	Iteration 36Q: 3 clusters Score -6947136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6947139.500000 Penalty: 5456.015625
	Iteration 37Q: 3 clusters Score -6947140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6947139.500000 Penalty: 5456.015625
	Iteration 38F: 3 clusters Score -6947140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Entering Unmasked Estep 
Score: -6965115.500000 Penalty: 2727.497559
	Iteration 0F: 2 clusters Score -6965116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6924892.500000 Penalty: 5454.995117
	Iteration 0F: 3 clusters Score -6924892 nChanged 27823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -6940516.000000 Penalty: 5454.995117
	Iteration 1F: 3 clusters Score -6940516 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -6941234.500000 Penalty: 5454.995117
	Iteration 2Q: 3 clusters Score -6941234 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -6942157.500000 Penalty: 5454.995117
	Iteration 3Q: 3 clusters Score -6942158 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -6943421.500000 Penalty: 5454.995117
	Iteration 4F: 3 clusters Score -6943422 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -6945471.000000 Penalty: 5454.995117
	Iteration 5F: 3 clusters Score -6945471 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -6948449.000000 Penalty: 5454.995117
	Iteration 6F: 3 clusters Score -6948449 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6952438.500000 Penalty: 5454.995117
	Iteration 7F: 3 clusters Score -6952438 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -6956522.500000 Penalty: 5454.995117
	Iteration 8F: 3 clusters Score -6956522 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -6959588.000000 Penalty: 5454.995117
	Iteration 9F: 3 clusters Score -6959588 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -6961309.500000 Penalty: 5454.995117
	Iteration 10Q: 3 clusters Score -6961310 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -6962026.000000 Penalty: 5454.995117
	Iteration 11Q: 3 clusters Score -6962026 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -6962369.500000 Penalty: 5454.995117
	Iteration 12Q: 3 clusters Score -6962370 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -6962546.000000 Penalty: 5454.995117
	Iteration 13Q: 3 clusters Score -6962546 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 59246 members 
Entering Unmasked Estep 
Score: -6962644.000000 Penalty: 5454.995117
	Iteration 14Q: 3 clusters Score -6962644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -6962705.500000 Penalty: 5454.995117
	Iteration 15Q: 3 clusters Score -6962706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -6962753.500000 Penalty: 5454.995117
	Iteration 16Q: 3 clusters Score -6962754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -6962771.000000 Penalty: 5454.995117
	Iteration 17Q: 3 clusters Score -6962771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -6962789.500000 Penalty: 5454.995117
	Iteration 18Q: 3 clusters Score -6962790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -6962792.000000 Penalty: 5454.995117
	Iteration 19Q: 3 clusters Score -6962792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -6962806.500000 Penalty: 5454.995117
	Iteration 20F: 3 clusters Score -6962806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -6962812.500000 Penalty: 5454.995117
	Iteration 21Q: 3 clusters Score -6962812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 59384 members 
Entering Unmasked Estep 
Score: -6962815.500000 Penalty: 5454.995117
	Iteration 22Q: 3 clusters Score -6962816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -6962822.500000 Penalty: 5454.995117
	Iteration 23Q: 3 clusters Score -6962822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -6962830.500000 Penalty: 5454.995117
	Iteration 24Q: 3 clusters Score -6962830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -6962843.000000 Penalty: 5454.995117
	Iteration 25Q: 3 clusters Score -6962843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -6962851.500000 Penalty: 5454.995117
	Iteration 26Q: 3 clusters Score -6962852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -6962855.000000 Penalty: 5454.995117
	Iteration 27Q: 3 clusters Score -6962855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -6962863.000000 Penalty: 5454.995117
	Iteration 28Q: 3 clusters Score -6962863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -6962869.000000 Penalty: 5454.995117
	Iteration 29Q: 3 clusters Score -6962869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -6962868.000000 Penalty: 5454.995117
	Iteration 30Q: 3 clusters Score -6962868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -6962872.000000 Penalty: 5454.995117
	Iteration 31Q: 3 clusters Score -6962872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -6962877.000000 Penalty: 5454.995117
	Iteration 32Q: 3 clusters Score -6962877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -6962874.500000 Penalty: 5454.995117
	Iteration 33Q: 3 clusters Score -6962874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -6962876.500000 Penalty: 5454.995117
	Iteration 34Q: 3 clusters Score -6962876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -6962879.500000 Penalty: 5454.995117
	Iteration 35Q: 3 clusters Score -6962880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -6962884.500000 Penalty: 5454.995117
	Iteration 36Q: 3 clusters Score -6962884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -6962884.500000 Penalty: 5454.995117
	Iteration 37F: 3 clusters Score -6962884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Entering Unmasked Estep 
Score: -667227.000000 Penalty: 2160.192871
	Iteration 0F: 2 clusters Score -667227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -662063.187500 Penalty: 4320.385742
	Iteration 0F: 3 clusters Score -662063.2 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -663494.437500 Penalty: 4320.385742
	Iteration 1F: 3 clusters Score -663494.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -663891.000000 Penalty: 4320.385742
	Iteration 2F: 3 clusters Score -663891 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -664177.937500 Penalty: 4320.385742
	Iteration 3F: 3 clusters Score -664177.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -664421.875000 Penalty: 4320.385742
	Iteration 4F: 3 clusters Score -664421.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -664608.437500 Penalty: 4320.385742
	Iteration 5Q: 3 clusters Score -664608.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -664757.687500 Penalty: 4320.385742
	Iteration 6Q: 3 clusters Score -664757.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -664902.187500 Penalty: 4320.385742
	Iteration 7Q: 3 clusters Score -664902.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -665029.875000 Penalty: 4320.385742
	Iteration 8Q: 3 clusters Score -665029.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -665144.562500 Penalty: 4320.385742
	Iteration 9Q: 3 clusters Score -665144.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -665247.625000 Penalty: 4320.385742
	Iteration 10Q: 3 clusters Score -665247.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -665353.187500 Penalty: 4320.385742
	Iteration 11Q: 3 clusters Score -665353.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -665436.562500 Penalty: 4320.385742
	Iteration 12Q: 3 clusters Score -665436.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -665499.000000 Penalty: 4320.385742
	Iteration 13Q: 3 clusters Score -665499 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -665550.187500 Penalty: 4320.385742
	Iteration 14Q: 3 clusters Score -665550.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -665588.187500 Penalty: 4320.385742
	Iteration 15Q: 3 clusters Score -665588.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -665627.125000 Penalty: 4320.385742
	Iteration 16Q: 3 clusters Score -665627.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -665664.312500 Penalty: 4320.385742
	Iteration 17Q: 3 clusters Score -665664.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -665694.437500 Penalty: 4320.385742
	Iteration 18Q: 3 clusters Score -665694.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -665730.437500 Penalty: 4320.385742
	Iteration 19Q: 3 clusters Score -665730.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -665759.625000 Penalty: 4320.385742
	Iteration 20F: 3 clusters Score -665759.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -665788.875000 Penalty: 4320.385742
	Iteration 21Q: 3 clusters Score -665788.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -665818.562500 Penalty: 4320.385742
	Iteration 22Q: 3 clusters Score -665818.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -665851.000000 Penalty: 4320.385742
	Iteration 23Q: 3 clusters Score -665851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -665877.875000 Penalty: 4320.385742
	Iteration 24Q: 3 clusters Score -665877.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -665910.937500 Penalty: 4320.385742
	Iteration 25Q: 3 clusters Score -665910.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -665954.437500 Penalty: 4320.385742
	Iteration 26Q: 3 clusters Score -665954.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -665983.687500 Penalty: 4320.385742
	Iteration 27Q: 3 clusters Score -665983.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -666010.062500 Penalty: 4320.385742
	Iteration 28Q: 3 clusters Score -666010.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -666027.875000 Penalty: 4320.385742
	Iteration 29Q: 3 clusters Score -666027.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -666041.375000 Penalty: 4320.385742
	Iteration 30Q: 3 clusters Score -666041.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -666050.500000 Penalty: 4320.385742
	Iteration 31Q: 3 clusters Score -666050.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -666060.125000 Penalty: 4320.385742
	Iteration 32Q: 3 clusters Score -666060.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -666064.187500 Penalty: 4320.385742
	Iteration 33Q: 3 clusters Score -666064.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -666070.625000 Penalty: 4320.385742
	Iteration 34Q: 3 clusters Score -666070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -666078.000000 Penalty: 4320.385742
	Iteration 35Q: 3 clusters Score -666078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -666082.562500 Penalty: 4320.385742
	Iteration 36Q: 3 clusters Score -666082.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -666091.562500 Penalty: 4320.385742
	Iteration 37Q: 3 clusters Score -666091.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -666102.562500 Penalty: 4320.385742
	Iteration 38Q: 3 clusters Score -666102.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -666111.625000 Penalty: 4320.385742
	Iteration 39Q: 3 clusters Score -666111.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -666116.062500 Penalty: 4320.385742
	Iteration 40F: 3 clusters Score -666116.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -666118.625000 Penalty: 4320.385742
	Iteration 41Q: 3 clusters Score -666118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -666122.937500 Penalty: 4320.385742
	Iteration 42Q: 3 clusters Score -666122.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -666124.062500 Penalty: 4320.385742
	Iteration 43Q: 3 clusters Score -666124.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -666127.187500 Penalty: 4320.385742
	Iteration 44Q: 3 clusters Score -666127.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -666137.000000 Penalty: 4320.385742
	Iteration 45Q: 3 clusters Score -666137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -666142.687500 Penalty: 4320.385742
	Iteration 46Q: 3 clusters Score -666142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -666147.437500 Penalty: 4320.385742
	Iteration 47Q: 3 clusters Score -666147.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -666152.500000 Penalty: 4320.385742
	Iteration 48Q: 3 clusters Score -666152.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -666155.937500 Penalty: 4320.385742
	Iteration 49Q: 3 clusters Score -666155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -666156.375000 Penalty: 4320.385742
	Iteration 50Q: 3 clusters Score -666156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -666158.375000 Penalty: 4320.385742
	Iteration 51Q: 3 clusters Score -666158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -666158.875000 Penalty: 4320.385742
	Iteration 52Q: 3 clusters Score -666158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -666160.125000 Penalty: 4320.385742
	Iteration 53Q: 3 clusters Score -666160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -666160.625000 Penalty: 4320.385742
	Iteration 54Q: 3 clusters Score -666160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -666161.750000 Penalty: 4320.385742
	Iteration 55Q: 3 clusters Score -666161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -666163.937500 Penalty: 4320.385742
	Iteration 56Q: 3 clusters Score -666163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -666168.500000 Penalty: 4320.385742
	Iteration 57Q: 3 clusters Score -666168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -666169.875000 Penalty: 4320.385742
	Iteration 58Q: 3 clusters Score -666169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -666169.687500 Penalty: 4320.385742
	Iteration 59Q: 3 clusters Score -666169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -666171.812500 Penalty: 4320.385742
	Iteration 60F: 3 clusters Score -666171.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Entering Unmasked Estep 
Score: -710926.500000 Penalty: 2181.866943
	Iteration 0F: 2 clusters Score -710926.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -705421.875000 Penalty: 4363.733887
	Iteration 0F: 3 clusters Score -705421.9 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -706969.187500 Penalty: 4363.733887
	Iteration 1F: 3 clusters Score -706969.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -707324.625000 Penalty: 4363.733887
	Iteration 2F: 3 clusters Score -707324.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -707593.625000 Penalty: 4363.733887
	Iteration 3F: 3 clusters Score -707593.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -707819.875000 Penalty: 4363.733887
	Iteration 4F: 3 clusters Score -707819.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -708026.062500 Penalty: 4363.733887
	Iteration 5Q: 3 clusters Score -708026.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -708227.312500 Penalty: 4363.733887
	Iteration 6Q: 3 clusters Score -708227.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -708460.937500 Penalty: 4363.733887
	Iteration 7Q: 3 clusters Score -708460.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -708708.125000 Penalty: 4363.733887
	Iteration 8Q: 3 clusters Score -708708.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -708997.062500 Penalty: 4363.733887
	Iteration 9Q: 3 clusters Score -708997.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -709378.937500 Penalty: 4363.733887
	Iteration 10Q: 3 clusters Score -709378.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -709681.750000 Penalty: 4363.733887
	Iteration 11Q: 3 clusters Score -709681.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -709829.875000 Penalty: 4363.733887
	Iteration 12Q: 3 clusters Score -709829.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -709930.875000 Penalty: 4363.733887
	Iteration 13Q: 3 clusters Score -709930.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -709998.187500 Penalty: 4363.733887
	Iteration 14Q: 3 clusters Score -709998.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -710063.437500 Penalty: 4363.733887
	Iteration 15Q: 3 clusters Score -710063.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -710114.937500 Penalty: 4363.733887
	Iteration 16Q: 3 clusters Score -710114.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -710156.062500 Penalty: 4363.733887
	Iteration 17Q: 3 clusters Score -710156.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -710194.187500 Penalty: 4363.733887
	Iteration 18Q: 3 clusters Score -710194.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -710224.062500 Penalty: 4363.733887
	Iteration 19Q: 3 clusters Score -710224.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -710255.750000 Penalty: 4363.733887
	Iteration 20F: 3 clusters Score -710255.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -710283.000000 Penalty: 4363.733887
	Iteration 21Q: 3 clusters Score -710283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -710304.875000 Penalty: 4363.733887
	Iteration 22Q: 3 clusters Score -710304.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -710324.375000 Penalty: 4363.733887
	Iteration 23Q: 3 clusters Score -710324.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -710340.062500 Penalty: 4363.733887
	Iteration 24Q: 3 clusters Score -710340.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -710359.937500 Penalty: 4363.733887
	Iteration 25Q: 3 clusters Score -710359.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -710375.000000 Penalty: 4363.733887
	Iteration 26Q: 3 clusters Score -710375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -710390.875000 Penalty: 4363.733887
	Iteration 27Q: 3 clusters Score -710390.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -710401.187500 Penalty: 4363.733887
	Iteration 28Q: 3 clusters Score -710401.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -710406.187500 Penalty: 4363.733887
	Iteration 29Q: 3 clusters Score -710406.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -710410.625000 Penalty: 4363.733887
	Iteration 30Q: 3 clusters Score -710410.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -710414.875000 Penalty: 4363.733887
	Iteration 31Q: 3 clusters Score -710414.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -710416.812500 Penalty: 4363.733887
	Iteration 32Q: 3 clusters Score -710416.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -710418.562500 Penalty: 4363.733887
	Iteration 33Q: 3 clusters Score -710418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -710421.125000 Penalty: 4363.733887
	Iteration 34Q: 3 clusters Score -710421.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -710426.312500 Penalty: 4363.733887
	Iteration 35Q: 3 clusters Score -710426.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -710433.437500 Penalty: 4363.733887
	Iteration 36Q: 3 clusters Score -710433.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -710439.375000 Penalty: 4363.733887
	Iteration 37Q: 3 clusters Score -710439.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -710444.375000 Penalty: 4363.733887
	Iteration 38Q: 3 clusters Score -710444.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -710447.625000 Penalty: 4363.733887
	Iteration 39Q: 3 clusters Score -710447.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -710452.937500 Penalty: 4363.733887
	Iteration 40F: 3 clusters Score -710452.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -710456.687500 Penalty: 4363.733887
	Iteration 41Q: 3 clusters Score -710456.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -710460.500000 Penalty: 4363.733887
	Iteration 42Q: 3 clusters Score -710460.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -710463.375000 Penalty: 4363.733887
	Iteration 43Q: 3 clusters Score -710463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -710465.687500 Penalty: 4363.733887
	Iteration 44Q: 3 clusters Score -710465.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -710468.375000 Penalty: 4363.733887
	Iteration 45Q: 3 clusters Score -710468.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -710472.312500 Penalty: 4363.733887
	Iteration 46Q: 3 clusters Score -710472.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -710477.750000 Penalty: 4363.733887
	Iteration 47Q: 3 clusters Score -710477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -710482.375000 Penalty: 4363.733887
	Iteration 48Q: 3 clusters Score -710482.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -710487.687500 Penalty: 4363.733887
	Iteration 49Q: 3 clusters Score -710487.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -710492.375000 Penalty: 4363.733887
	Iteration 50Q: 3 clusters Score -710492.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -710498.375000 Penalty: 4363.733887
	Iteration 51Q: 3 clusters Score -710498.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -710502.812500 Penalty: 4363.733887
	Iteration 52Q: 3 clusters Score -710502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -710507.437500 Penalty: 4363.733887
	Iteration 53Q: 3 clusters Score -710507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -710510.562500 Penalty: 4363.733887
	Iteration 54Q: 3 clusters Score -710510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -710510.000000 Penalty: 4363.733887
	Iteration 55Q: 3 clusters Score -710510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -710513.062500 Penalty: 4363.733887
	Iteration 56Q: 3 clusters Score -710513.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -710517.062500 Penalty: 4363.733887
	Iteration 57Q: 3 clusters Score -710517.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -710517.562500 Penalty: 4363.733887
	Iteration 58Q: 3 clusters Score -710517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -710518.437500 Penalty: 4363.733887
	Iteration 59Q: 3 clusters Score -710518.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -710521.312500 Penalty: 4363.733887
	Iteration 60F: 3 clusters Score -710521.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -710521.750000 Penalty: 4363.733887
	Iteration 61Q: 3 clusters Score -710521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -710521.562500 Penalty: 4363.733887
	Iteration 62Q: 3 clusters Score -710521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -710523.125000 Penalty: 4363.733887
	Iteration 63Q: 3 clusters Score -710523.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -710524.375000 Penalty: 4363.733887
	Iteration 64Q: 3 clusters Score -710524.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -710527.187500 Penalty: 4363.733887
	Iteration 65Q: 3 clusters Score -710527.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -710528.125000 Penalty: 4363.733887
	Iteration 66Q: 3 clusters Score -710528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -710528.500000 Penalty: 4363.733887
	Iteration 67Q: 3 clusters Score -710528.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -710530.250000 Penalty: 4363.733887
	Iteration 68Q: 3 clusters Score -710530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -710532.125000 Penalty: 4363.733887
	Iteration 69Q: 3 clusters Score -710532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -710532.750000 Penalty: 4363.733887
	Iteration 70Q: 3 clusters Score -710532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -710534.062500 Penalty: 4363.733887
	Iteration 71Q: 3 clusters Score -710534.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -710532.750000 Penalty: 4363.733887
	Iteration 72Q: 3 clusters Score -710532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -710533.312500 Penalty: 4363.733887
	Iteration 73Q: 3 clusters Score -710533.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -710533.312500 Penalty: 4363.733887
	Iteration 74F: 3 clusters Score -710533.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Entering Unmasked Estep 
Score: -1360651.375000 Penalty: 2327.096436
	Iteration 0F: 2 clusters Score -1360651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1351836.750000 Penalty: 4654.192871
	Iteration 0F: 3 clusters Score -1351837 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1354697.375000 Penalty: 4654.192871
	Iteration 1F: 3 clusters Score -1354697 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1355305.125000 Penalty: 4654.192871
	Iteration 2F: 3 clusters Score -1355305 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1355838.250000 Penalty: 4654.192871
	Iteration 3F: 3 clusters Score -1355838 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1356383.000000 Penalty: 4654.192871
	Iteration 4F: 3 clusters Score -1356383 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1356990.250000 Penalty: 4654.192871
	Iteration 5F: 3 clusters Score -1356990 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1357556.375000 Penalty: 4654.192871
	Iteration 6F: 3 clusters Score -1357556 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1358081.375000 Penalty: 4654.192871
	Iteration 7F: 3 clusters Score -1358081 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1358518.125000 Penalty: 4654.192871
	Iteration 8F: 3 clusters Score -1358518 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1358890.750000 Penalty: 4654.192871
	Iteration 9Q: 3 clusters Score -1358891 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1359166.500000 Penalty: 4654.192871
	Iteration 10Q: 3 clusters Score -1359166 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1359311.375000 Penalty: 4654.192871
	Iteration 11Q: 3 clusters Score -1359311 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1359388.250000 Penalty: 4654.192871
	Iteration 12Q: 3 clusters Score -1359388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1359424.500000 Penalty: 4654.192871
	Iteration 13Q: 3 clusters Score -1359424 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1359450.750000 Penalty: 4654.192871
	Iteration 14Q: 3 clusters Score -1359451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1359469.375000 Penalty: 4654.192871
	Iteration 15Q: 3 clusters Score -1359469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1359478.875000 Penalty: 4654.192871
	Iteration 16Q: 3 clusters Score -1359479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1359489.500000 Penalty: 4654.192871
	Iteration 17Q: 3 clusters Score -1359490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1359500.250000 Penalty: 4654.192871
	Iteration 18Q: 3 clusters Score -1359500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1359501.250000 Penalty: 4654.192871
	Iteration 19Q: 3 clusters Score -1359501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1359500.000000 Penalty: 4654.192871
	Iteration 20F: 3 clusters Score -1359500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1359505.500000 Penalty: 4654.192871
	Iteration 21Q: 3 clusters Score -1359506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1359506.125000 Penalty: 4654.192871
	Iteration 22Q: 3 clusters Score -1359506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1359507.625000 Penalty: 4654.192871
	Iteration 23Q: 3 clusters Score -1359508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1359508.500000 Penalty: 4654.192871
	Iteration 24Q: 3 clusters Score -1359508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1359512.250000 Penalty: 4654.192871
	Iteration 25Q: 3 clusters Score -1359512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1359510.875000 Penalty: 4654.192871
	Iteration 26Q: 3 clusters Score -1359511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1359513.500000 Penalty: 4654.192871
	Iteration 27Q: 3 clusters Score -1359514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1359514.375000 Penalty: 4654.192871
	Iteration 28Q: 3 clusters Score -1359514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1359520.000000 Penalty: 4654.192871
	Iteration 29Q: 3 clusters Score -1359520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1359517.000000 Penalty: 4654.192871
	Iteration 30Q: 3 clusters Score -1359517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1359515.625000 Penalty: 4654.192871
	Iteration 31Q: 3 clusters Score -1359516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1359513.000000 Penalty: 4654.192871
	Iteration 32Q: 3 clusters Score -1359513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1359516.250000 Penalty: 4654.192871
	Iteration 33Q: 3 clusters Score -1359516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1359516.250000 Penalty: 4654.192871
	Iteration 34Q: 3 clusters Score -1359516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1359514.750000 Penalty: 4654.192871
	Iteration 35Q: 3 clusters Score -1359515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1359516.750000 Penalty: 4654.192871
	Iteration 36Q: 3 clusters Score -1359517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1359518.625000 Penalty: 4654.192871
	Iteration 37Q: 3 clusters Score -1359519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1359517.625000 Penalty: 4654.192871
	Iteration 38Q: 3 clusters Score -1359518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1359518.625000 Penalty: 4654.192871
	Iteration 39Q: 3 clusters Score -1359519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1359519.250000 Penalty: 4654.192871
	Iteration 40F: 3 clusters Score -1359519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1359518.875000 Penalty: 4654.192871
	Iteration 41Q: 3 clusters Score -1359519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1359521.625000 Penalty: 4654.192871
	Iteration 42Q: 3 clusters Score -1359522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1359520.125000 Penalty: 4654.192871
	Iteration 43Q: 3 clusters Score -1359520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1359521.625000 Penalty: 4654.192871
	Iteration 44Q: 3 clusters Score -1359522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1359521.625000 Penalty: 4654.192871
	Iteration 45Q: 3 clusters Score -1359522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1359521.625000 Penalty: 4654.192871
	Iteration 46F: 3 clusters Score -1359522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Entering Unmasked Estep 
Score: -3208979.000000 Penalty: 2530.775391
	Iteration 0F: 2 clusters Score -3208979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3190332.000000 Penalty: 5061.550781
	Iteration 0F: 3 clusters Score -3190332 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3196884.500000 Penalty: 5061.550781
	Iteration 1F: 3 clusters Score -3196884 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -3197338.000000 Penalty: 5061.550781
	Iteration 2Q: 3 clusters Score -3197338 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3197676.000000 Penalty: 5061.550781
	Iteration 3Q: 3 clusters Score -3197676 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3197940.500000 Penalty: 5061.550781
	Iteration 4Q: 3 clusters Score -3197940 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3198198.250000 Penalty: 5061.550781
	Iteration 5Q: 3 clusters Score -3198198 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3198527.500000 Penalty: 5061.550781
	Iteration 6Q: 3 clusters Score -3198528 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3198956.250000 Penalty: 5061.550781
	Iteration 7Q: 3 clusters Score -3198956 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3199574.250000 Penalty: 5061.550781
	Iteration 8Q: 3 clusters Score -3199574 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -3200548.000000 Penalty: 5061.550781
	Iteration 9F: 3 clusters Score -3200548 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3201917.750000 Penalty: 5061.550781
	Iteration 10F: 3 clusters Score -3201918 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3203494.500000 Penalty: 5061.550781
	Iteration 11F: 3 clusters Score -3203494 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3204883.750000 Penalty: 5061.550781
	Iteration 12F: 3 clusters Score -3204884 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3205781.750000 Penalty: 5061.550781
	Iteration 13Q: 3 clusters Score -3205782 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3206234.500000 Penalty: 5061.550781
	Iteration 14Q: 3 clusters Score -3206234 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -3206509.250000 Penalty: 5061.550781
	Iteration 15Q: 3 clusters Score -3206509 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -3206654.000000 Penalty: 5061.550781
	Iteration 16Q: 3 clusters Score -3206654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3206718.000000 Penalty: 5061.550781
	Iteration 17Q: 3 clusters Score -3206718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3206761.500000 Penalty: 5061.550781
	Iteration 18Q: 3 clusters Score -3206762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3206795.250000 Penalty: 5061.550781
	Iteration 19Q: 3 clusters Score -3206795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3206812.250000 Penalty: 5061.550781
	Iteration 20F: 3 clusters Score -3206812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3206821.250000 Penalty: 5061.550781
	Iteration 21Q: 3 clusters Score -3206821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -3206825.250000 Penalty: 5061.550781
	Iteration 22Q: 3 clusters Score -3206825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -3206824.500000 Penalty: 5061.550781
	Iteration 23Q: 3 clusters Score -3206824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3206834.000000 Penalty: 5061.550781
	Iteration 24Q: 3 clusters Score -3206834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3206835.750000 Penalty: 5061.550781
	Iteration 25Q: 3 clusters Score -3206836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -3206840.000000 Penalty: 5061.550781
	Iteration 26Q: 3 clusters Score -3206840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3206838.500000 Penalty: 5061.550781
	Iteration 27Q: 3 clusters Score -3206838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3206840.500000 Penalty: 5061.550781
	Iteration 28Q: 3 clusters Score -3206840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3206843.250000 Penalty: 5061.550781
	Iteration 29Q: 3 clusters Score -3206843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3206843.500000 Penalty: 5061.550781
	Iteration 30Q: 3 clusters Score -3206844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -3206845.750000 Penalty: 5061.550781
	Iteration 31Q: 3 clusters Score -3206846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -3206849.500000 Penalty: 5061.550781
	Iteration 32Q: 3 clusters Score -3206850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -3206858.750000 Penalty: 5061.550781
	Iteration 33Q: 3 clusters Score -3206859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3206859.250000 Penalty: 5061.550781
	Iteration 34Q: 3 clusters Score -3206859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3206855.500000 Penalty: 5061.550781
	Iteration 35Q: 3 clusters Score -3206856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3206860.250000 Penalty: 5061.550781
	Iteration 36Q: 3 clusters Score -3206860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3206859.500000 Penalty: 5061.550781
	Iteration 37Q: 3 clusters Score -3206860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -3206859.500000 Penalty: 5061.550781
	Iteration 38F: 3 clusters Score -3206860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Entering Unmasked Estep 
Score: -2024829.000000 Penalty: 2424.657959
	Iteration 0F: 2 clusters Score -2024829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2012308.000000 Penalty: 4849.315918
	Iteration 0F: 3 clusters Score -2012308 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2016548.375000 Penalty: 4849.315918
	Iteration 1F: 3 clusters Score -2016548 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2016994.750000 Penalty: 4849.315918
	Iteration 2F: 3 clusters Score -2016995 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2017428.625000 Penalty: 4849.315918
	Iteration 3F: 3 clusters Score -2017429 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2017933.375000 Penalty: 4849.315918
	Iteration 4F: 3 clusters Score -2017933 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2018565.375000 Penalty: 4849.315918
	Iteration 5F: 3 clusters Score -2018565 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2019323.750000 Penalty: 4849.315918
	Iteration 6F: 3 clusters Score -2019324 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2020080.125000 Penalty: 4849.315918
	Iteration 7F: 3 clusters Score -2020080 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2020744.500000 Penalty: 4849.315918
	Iteration 8F: 3 clusters Score -2020744 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2021304.375000 Penalty: 4849.315918
	Iteration 9Q: 3 clusters Score -2021304 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2021766.875000 Penalty: 4849.315918
	Iteration 10Q: 3 clusters Score -2021767 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2022122.250000 Penalty: 4849.315918
	Iteration 11Q: 3 clusters Score -2022122 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2022353.875000 Penalty: 4849.315918
	Iteration 12Q: 3 clusters Score -2022354 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2022505.000000 Penalty: 4849.315918
	Iteration 13Q: 3 clusters Score -2022505 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2022594.875000 Penalty: 4849.315918
	Iteration 14Q: 3 clusters Score -2022595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2022653.750000 Penalty: 4849.315918
	Iteration 15Q: 3 clusters Score -2022654 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2022704.875000 Penalty: 4849.315918
	Iteration 16Q: 3 clusters Score -2022705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2022745.125000 Penalty: 4849.315918
	Iteration 17Q: 3 clusters Score -2022745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2022784.750000 Penalty: 4849.315918
	Iteration 18Q: 3 clusters Score -2022785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2022802.750000 Penalty: 4849.315918
	Iteration 19Q: 3 clusters Score -2022803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2022806.125000 Penalty: 4849.315918
	Iteration 20F: 3 clusters Score -2022806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2022811.625000 Penalty: 4849.315918
	Iteration 21Q: 3 clusters Score -2022812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2022816.375000 Penalty: 4849.315918
	Iteration 22Q: 3 clusters Score -2022816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2022817.000000 Penalty: 4849.315918
	Iteration 23Q: 3 clusters Score -2022817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2022826.750000 Penalty: 4849.315918
	Iteration 24Q: 3 clusters Score -2022827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2022830.500000 Penalty: 4849.315918
	Iteration 25Q: 3 clusters Score -2022830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2022833.625000 Penalty: 4849.315918
	Iteration 26Q: 3 clusters Score -2022834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2022834.125000 Penalty: 4849.315918
	Iteration 27Q: 3 clusters Score -2022834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2022838.875000 Penalty: 4849.315918
	Iteration 28Q: 3 clusters Score -2022839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2022841.125000 Penalty: 4849.315918
	Iteration 29Q: 3 clusters Score -2022841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2022841.125000 Penalty: 4849.315918
	Iteration 30F: 3 clusters Score -2022841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Entering Unmasked Estep 
Score: -828090.625000 Penalty: 2212.819092
	Iteration 0F: 2 clusters Score -828090.6 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 3719 members 
Entering Unmasked Estep 
Score: -822054.250000 Penalty: 4425.638184
	Iteration 0F: 3 clusters Score -822054.2 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -823671.937500 Penalty: 4425.638184
	Iteration 1F: 3 clusters Score -823671.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -823978.000000 Penalty: 4425.638184
	Iteration 2F: 3 clusters Score -823978 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -824231.437500 Penalty: 4425.638184
	Iteration 3F: 3 clusters Score -824231.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -824503.000000 Penalty: 4425.638184
	Iteration 4F: 3 clusters Score -824503 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -824823.375000 Penalty: 4425.638184
	Iteration 5F: 3 clusters Score -824823.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -825230.375000 Penalty: 4425.638184
	Iteration 6F: 3 clusters Score -825230.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -825682.250000 Penalty: 4425.638184
	Iteration 7F: 3 clusters Score -825682.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -826083.562500 Penalty: 4425.638184
	Iteration 8F: 3 clusters Score -826083.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -826373.937500 Penalty: 4425.638184
	Iteration 9Q: 3 clusters Score -826373.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -826592.625000 Penalty: 4425.638184
	Iteration 10Q: 3 clusters Score -826592.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -826721.750000 Penalty: 4425.638184
	Iteration 11Q: 3 clusters Score -826721.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -826789.125000 Penalty: 4425.638184
	Iteration 12Q: 3 clusters Score -826789.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -826847.750000 Penalty: 4425.638184
	Iteration 13Q: 3 clusters Score -826847.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -826885.437500 Penalty: 4425.638184
	Iteration 14Q: 3 clusters Score -826885.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -826902.625000 Penalty: 4425.638184
	Iteration 15Q: 3 clusters Score -826902.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -826911.062500 Penalty: 4425.638184
	Iteration 16Q: 3 clusters Score -826911.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -826915.375000 Penalty: 4425.638184
	Iteration 17Q: 3 clusters Score -826915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -826918.375000 Penalty: 4425.638184
	Iteration 18Q: 3 clusters Score -826918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -826921.500000 Penalty: 4425.638184
	Iteration 19Q: 3 clusters Score -826921.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -826921.250000 Penalty: 4425.638184
	Iteration 20F: 3 clusters Score -826921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -826921.625000 Penalty: 4425.638184
	Iteration 21Q: 3 clusters Score -826921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -826921.625000 Penalty: 4425.638184
	Iteration 22F: 3 clusters Score -826921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (240843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240843 members 
Entering Unmasked Estep 
Score: -28010806.000000 Penalty: 3073.191406
	Iteration 0F: 2 clusters Score -2.801081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 120634 members 
Entering Unmasked Estep 
Score: -27865310.000000 Penalty: 6146.382812
	Iteration 0F: 3 clusters Score -2.786531e+07 nChanged 116223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115590 members 
Mstep: Class 2 contains 125253 members 
Entering Unmasked Estep 
Score: -27934918.000000 Penalty: 6146.382812
	Iteration 1F: 3 clusters Score -2.793492e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111965 members 
Mstep: Class 2 contains 128878 members 
Entering Unmasked Estep 
Score: -27936590.000000 Penalty: 6146.382812
	Iteration 2Q: 3 clusters Score -2.793659e+07 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -27938948.000000 Penalty: 6146.382812
	Iteration 3Q: 3 clusters Score -2.793895e+07 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -27943366.000000 Penalty: 6146.382812
	Iteration 4Q: 3 clusters Score -2.794337e+07 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -27950338.000000 Penalty: 6146.382812
	Iteration 5F: 3 clusters Score -2.795034e+07 nChanged 17517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -27960574.000000 Penalty: 6146.382812
	Iteration 6F: 3 clusters Score -2.796057e+07 nChanged 19379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 190290 members 
Entering Unmasked Estep 
Score: -27970974.000000 Penalty: 6146.382812
	Iteration 7F: 3 clusters Score -2.797097e+07 nChanged 17678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 207546 members 
Entering Unmasked Estep 
Score: -27981436.000000 Penalty: 6146.382812
	Iteration 8F: 3 clusters Score -2.798144e+07 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 221165 members 
Entering Unmasked Estep 
Score: -27990894.000000 Penalty: 6146.382812
	Iteration 9F: 3 clusters Score -2.799089e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 230470 members 
Entering Unmasked Estep 
Score: -27998418.000000 Penalty: 6146.382812
	Iteration 10Q: 3 clusters Score -2.799842e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 235840 members 
Entering Unmasked Estep 
Score: -28003472.000000 Penalty: 6146.382812
	Iteration 11Q: 3 clusters Score -2.800347e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 238487 members 
Entering Unmasked Estep 
Score: -28006028.000000 Penalty: 6146.382812
	Iteration 12Q: 3 clusters Score -2.800603e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 239576 members 
Entering Unmasked Estep 
Score: -28007216.000000 Penalty: 6146.382812
	Iteration 13Q: 3 clusters Score -2.800722e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 240006 members 
Entering Unmasked Estep 
Score: -28007582.000000 Penalty: 6146.382812
	Iteration 14Q: 3 clusters Score -2.800758e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 240182 members 
Entering Unmasked Estep 
Score: -28007868.000000 Penalty: 6146.382812
	Iteration 15Q: 3 clusters Score -2.800787e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 240256 members 
Entering Unmasked Estep 
Score: -28007988.000000 Penalty: 6146.382812
	Iteration 16Q: 3 clusters Score -2.800799e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 240294 members 
Entering Unmasked Estep 
Score: -28008054.000000 Penalty: 6146.382812
	Iteration 17Q: 3 clusters Score -2.800805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 240311 members 
Entering Unmasked Estep 
Score: -28008058.000000 Penalty: 6146.382812
	Iteration 18Q: 3 clusters Score -2.800806e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 240332 members 
Entering Unmasked Estep 
Score: -28008124.000000 Penalty: 6146.382812
	Iteration 19Q: 3 clusters Score -2.800812e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 240344 members 
Entering Unmasked Estep 
Score: -28008132.000000 Penalty: 6146.382812
	Iteration 20F: 3 clusters Score -2.800813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 240345 members 
Entering Unmasked Estep 
Score: -28008158.000000 Penalty: 6146.382812
	Iteration 21Q: 3 clusters Score -2.800816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 240343 members 
Entering Unmasked Estep 
Score: -28008168.000000 Penalty: 6146.382812
	Iteration 22Q: 3 clusters Score -2.800817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 240343 members 
Entering Unmasked Estep 
Score: -28008184.000000 Penalty: 6146.382812
	Iteration 23Q: 3 clusters Score -2.800818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 240341 members 
Entering Unmasked Estep 
Score: -28008180.000000 Penalty: 6146.382812
	Iteration 24Q: 3 clusters Score -2.800818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 240341 members 
Entering Unmasked Estep 
Score: -28008184.000000 Penalty: 6146.382812
	Iteration 25Q: 3 clusters Score -2.800818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 240340 members 
Entering Unmasked Estep 
Score: -28008196.000000 Penalty: 6146.382812
	Iteration 26Q: 3 clusters Score -2.80082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 240342 members 
Entering Unmasked Estep 
Score: -28008200.000000 Penalty: 6146.382812
	Iteration 27Q: 3 clusters Score -2.80082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 240342 members 
Entering Unmasked Estep 
Score: -28008200.000000 Penalty: 6146.382812
	Iteration 28F: 3 clusters Score -2.80082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (270002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270002 members 
Entering Unmasked Estep 
Score: -31473772.000000 Penalty: 3101.533691
	Iteration 0F: 2 clusters Score -3.147377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 134981 members 
Entering Unmasked Estep 
Score: -31312684.000000 Penalty: 6203.067383
	Iteration 0F: 3 clusters Score -3.131268e+07 nChanged 130622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132851 members 
Mstep: Class 2 contains 137151 members 
Entering Unmasked Estep 
Score: -31391180.000000 Penalty: 6203.067383
	Iteration 1F: 3 clusters Score -3.139118e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131099 members 
Mstep: Class 2 contains 138903 members 
Entering Unmasked Estep 
Score: -31393222.000000 Penalty: 6203.067383
	Iteration 2Q: 3 clusters Score -3.139322e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128348 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -31395998.000000 Penalty: 6203.067383
	Iteration 3Q: 3 clusters Score -3.1396e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124195 members 
Mstep: Class 2 contains 145807 members 
Entering Unmasked Estep 
Score: -31399432.000000 Penalty: 6203.067383
	Iteration 4Q: 3 clusters Score -3.139943e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 151972 members 
Entering Unmasked Estep 
Score: -31403964.000000 Penalty: 6203.067383
	Iteration 5Q: 3 clusters Score -3.140396e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109336 members 
Mstep: Class 2 contains 160666 members 
Entering Unmasked Estep 
Score: -31409526.000000 Penalty: 6203.067383
	Iteration 6F: 3 clusters Score -3.140953e+07 nChanged 15540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 172310 members 
Entering Unmasked Estep 
Score: -31416022.000000 Penalty: 6203.067383
	Iteration 7F: 3 clusters Score -3.141602e+07 nChanged 16999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 186611 members 
Entering Unmasked Estep 
Score: -31422640.000000 Penalty: 6203.067383
	Iteration 8F: 3 clusters Score -3.142264e+07 nChanged 17164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 202099 members 
Entering Unmasked Estep 
Score: -31429252.000000 Penalty: 6203.067383
	Iteration 9F: 3 clusters Score -3.142925e+07 nChanged 15686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 217053 members 
Entering Unmasked Estep 
Score: -31436658.000000 Penalty: 6203.067383
	Iteration 10F: 3 clusters Score -3.143666e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 230440 members 
Entering Unmasked Estep 
Score: -31444304.000000 Penalty: 6203.067383
	Iteration 11F: 3 clusters Score -3.14443e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 241291 members 
Entering Unmasked Estep 
Score: -31450916.000000 Penalty: 6203.067383
	Iteration 12Q: 3 clusters Score -3.145092e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 249297 members 
Entering Unmasked Estep 
Score: -31456476.000000 Penalty: 6203.067383
	Iteration 13Q: 3 clusters Score -3.145648e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 254754 members 
Entering Unmasked Estep 
Score: -31460640.000000 Penalty: 6203.067383
	Iteration 14Q: 3 clusters Score -3.146064e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 258272 members 
Entering Unmasked Estep 
Score: -31463526.000000 Penalty: 6203.067383
	Iteration 15Q: 3 clusters Score -3.146353e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 260669 members 
Entering Unmasked Estep 
Score: -31465640.000000 Penalty: 6203.067383
	Iteration 16Q: 3 clusters Score -3.146564e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 262241 members 
Entering Unmasked Estep 
Score: -31466962.000000 Penalty: 6203.067383
	Iteration 17Q: 3 clusters Score -3.146696e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 263420 members 
Entering Unmasked Estep 
Score: -31468060.000000 Penalty: 6203.067383
	Iteration 18Q: 3 clusters Score -3.146806e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 264291 members 
Entering Unmasked Estep 
Score: -31468780.000000 Penalty: 6203.067383
	Iteration 19Q: 3 clusters Score -3.146878e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 264941 members 
Entering Unmasked Estep 
Score: -31469228.000000 Penalty: 6203.067383
	Iteration 20F: 3 clusters Score -3.146923e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 265452 members 
Entering Unmasked Estep 
Score: -31469644.000000 Penalty: 6203.067383
	Iteration 21Q: 3 clusters Score -3.146964e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 265859 members 
Entering Unmasked Estep 
Score: -31470038.000000 Penalty: 6203.067383
	Iteration 22Q: 3 clusters Score -3.147004e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 266179 members 
Entering Unmasked Estep 
Score: -31470322.000000 Penalty: 6203.067383
	Iteration 23Q: 3 clusters Score -3.147032e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 266427 members 
Entering Unmasked Estep 
Score: -31470560.000000 Penalty: 6203.067383
	Iteration 24Q: 3 clusters Score -3.147056e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 266609 members 
Entering Unmasked Estep 
Score: -31470640.000000 Penalty: 6203.067383
	Iteration 25Q: 3 clusters Score -3.147064e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 266804 members 
Entering Unmasked Estep 
Score: -31470828.000000 Penalty: 6203.067383
	Iteration 26Q: 3 clusters Score -3.147083e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 266953 members 
Entering Unmasked Estep 
Score: -31470972.000000 Penalty: 6203.067383
	Iteration 27Q: 3 clusters Score -3.147097e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 267074 members 
Entering Unmasked Estep 
Score: -31471044.000000 Penalty: 6203.067383
	Iteration 28Q: 3 clusters Score -3.147104e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 267149 members 
Entering Unmasked Estep 
Score: -31471092.000000 Penalty: 6203.067383
	Iteration 29Q: 3 clusters Score -3.147109e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 267207 members 
Entering Unmasked Estep 
Score: -31471130.000000 Penalty: 6203.067383
	Iteration 30Q: 3 clusters Score -3.147113e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 267260 members 
Entering Unmasked Estep 
Score: -31471142.000000 Penalty: 6203.067383
	Iteration 31Q: 3 clusters Score -3.147114e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 267322 members 
Entering Unmasked Estep 
Score: -31471176.000000 Penalty: 6203.067383
	Iteration 32Q: 3 clusters Score -3.147118e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 267357 members 
Entering Unmasked Estep 
Score: -31471178.000000 Penalty: 6203.067383
	Iteration 33Q: 3 clusters Score -3.147118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 267376 members 
Entering Unmasked Estep 
Score: -31471178.000000 Penalty: 6203.067383
	Iteration 34Q: 3 clusters Score -3.147118e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 267396 members 
Entering Unmasked Estep 
Score: -31471196.000000 Penalty: 6203.067383
	Iteration 35Q: 3 clusters Score -3.14712e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 267423 members 
Entering Unmasked Estep 
Score: -31471238.000000 Penalty: 6203.067383
	Iteration 36Q: 3 clusters Score -3.147124e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 267449 members 
Entering Unmasked Estep 
Score: -31471244.000000 Penalty: 6203.067383
	Iteration 37Q: 3 clusters Score -3.147124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 267478 members 
Entering Unmasked Estep 
Score: -31471278.000000 Penalty: 6203.067383
	Iteration 38Q: 3 clusters Score -3.147128e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 267494 members 
Entering Unmasked Estep 
Score: -31471270.000000 Penalty: 6203.067383
	Iteration 39Q: 3 clusters Score -3.147127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 267510 members 
Entering Unmasked Estep 
Score: -31471300.000000 Penalty: 6203.067383
	Iteration 40F: 3 clusters Score -3.14713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 267517 members 
Entering Unmasked Estep 
Score: -31471302.000000 Penalty: 6203.067383
	Iteration 41Q: 3 clusters Score -3.14713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 267529 members 
Entering Unmasked Estep 
Score: -31471280.000000 Penalty: 6203.067383
	Iteration 42Q: 3 clusters Score -3.147128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 267535 members 
Entering Unmasked Estep 
Score: -31471290.000000 Penalty: 6203.067383
	Iteration 43Q: 3 clusters Score -3.147129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 267547 members 
Entering Unmasked Estep 
Score: -31471310.000000 Penalty: 6203.067383
	Iteration 44Q: 3 clusters Score -3.147131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 267557 members 
Entering Unmasked Estep 
Score: -31471296.000000 Penalty: 6203.067383
	Iteration 45Q: 3 clusters Score -3.14713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 267563 members 
Entering Unmasked Estep 
Score: -31471324.000000 Penalty: 6203.067383
	Iteration 46Q: 3 clusters Score -3.147132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 267565 members 
Entering Unmasked Estep 
Score: -31471334.000000 Penalty: 6203.067383
	Iteration 47Q: 3 clusters Score -3.147133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 267562 members 
Entering Unmasked Estep 
Score: -31471336.000000 Penalty: 6203.067383
	Iteration 48Q: 3 clusters Score -3.147134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 267563 members 
Entering Unmasked Estep 
Score: -31471338.000000 Penalty: 6203.067383
	Iteration 49Q: 3 clusters Score -3.147134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 267567 members 
Entering Unmasked Estep 
Score: -31471336.000000 Penalty: 6203.067383
	Iteration 50Q: 3 clusters Score -3.147134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 267571 members 
Entering Unmasked Estep 
Score: -31471338.000000 Penalty: 6203.067383
	Iteration 51Q: 3 clusters Score -3.147134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 267576 members 
Entering Unmasked Estep 
Score: -31471344.000000 Penalty: 6203.067383
	Iteration 52Q: 3 clusters Score -3.147134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 267576 members 
Entering Unmasked Estep 
Score: -31471324.000000 Penalty: 6203.067383
	Iteration 53Q: 3 clusters Score -3.147132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 267577 members 
Entering Unmasked Estep 
Score: -31471326.000000 Penalty: 6203.067383
	Iteration 54Q: 3 clusters Score -3.147133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 267576 members 
Entering Unmasked Estep 
Score: -31471330.000000 Penalty: 6203.067383
	Iteration 55Q: 3 clusters Score -3.147133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 267576 members 
Entering Unmasked Estep 
Score: -31471332.000000 Penalty: 6203.067383
	Iteration 56Q: 3 clusters Score -3.147133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 267576 members 
Entering Unmasked Estep 
Score: -31471332.000000 Penalty: 6203.067383
	Iteration 57F: 3 clusters Score -3.147133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192276 members 
Entering Unmasked Estep 
Score: -22387840.000000 Penalty: 3017.338379
	Iteration 0F: 2 clusters Score -2.238784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96050 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -22263226.000000 Penalty: 6034.676758
	Iteration 0F: 3 clusters Score -2.226323e+07 nChanged 92793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 96869 members 
Entering Unmasked Estep 
Score: -22318724.000000 Penalty: 6034.676758
	Iteration 1F: 3 clusters Score -2.231872e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -22320426.000000 Penalty: 6034.676758
	Iteration 2Q: 3 clusters Score -2.232043e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95070 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -22322498.000000 Penalty: 6034.676758
	Iteration 3Q: 3 clusters Score -2.23225e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -22325022.000000 Penalty: 6034.676758
	Iteration 4Q: 3 clusters Score -2.232502e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
Score: -22328348.000000 Penalty: 6034.676758
	Iteration 5Q: 3 clusters Score -2.232835e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93543 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -22332130.000000 Penalty: 6034.676758
	Iteration 6Q: 3 clusters Score -2.233213e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -22336864.000000 Penalty: 6034.676758
	Iteration 7F: 3 clusters Score -2.233686e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 102324 members 
Entering Unmasked Estep 
Score: -22341690.000000 Penalty: 6034.676758
	Iteration 8F: 3 clusters Score -2.234169e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 105430 members 
Entering Unmasked Estep 
Score: -22346992.000000 Penalty: 6034.676758
	Iteration 9F: 3 clusters Score -2.234699e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -22352776.000000 Penalty: 6034.676758
	Iteration 10F: 3 clusters Score -2.235278e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -22358736.000000 Penalty: 6034.676758
	Iteration 11F: 3 clusters Score -2.235874e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 117469 members 
Entering Unmasked Estep 
Score: -22364712.000000 Penalty: 6034.676758
	Iteration 12Q: 3 clusters Score -2.236471e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 120695 members 
Entering Unmasked Estep 
Score: -22369016.000000 Penalty: 6034.676758
	Iteration 13Q: 3 clusters Score -2.236902e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69119 members 
Mstep: Class 2 contains 123157 members 
Entering Unmasked Estep 
Score: -22371990.000000 Penalty: 6034.676758
	Iteration 14Q: 3 clusters Score -2.237199e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -22374238.000000 Penalty: 6034.676758
	Iteration 15Q: 3 clusters Score -2.237424e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 127372 members 
Entering Unmasked Estep 
Score: -22376292.000000 Penalty: 6034.676758
	Iteration 16Q: 3 clusters Score -2.237629e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 129562 members 
Entering Unmasked Estep 
Score: -22378172.000000 Penalty: 6034.676758
	Iteration 17Q: 3 clusters Score -2.237817e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 131662 members 
Entering Unmasked Estep 
Score: -22380104.000000 Penalty: 6034.676758
	Iteration 18Q: 3 clusters Score -2.23801e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -22381476.000000 Penalty: 6034.676758
	Iteration 19Q: 3 clusters Score -2.238148e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 135553 members 
Entering Unmasked Estep 
Score: -22382942.000000 Penalty: 6034.676758
	Iteration 20F: 3 clusters Score -2.238294e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 137213 members 
Entering Unmasked Estep 
Score: -22383956.000000 Penalty: 6034.676758
	Iteration 21Q: 3 clusters Score -2.238396e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 138714 members 
Entering Unmasked Estep 
Score: -22384670.000000 Penalty: 6034.676758
	Iteration 22Q: 3 clusters Score -2.238467e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -22385142.000000 Penalty: 6034.676758
	Iteration 23Q: 3 clusters Score -2.238514e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 141434 members 
Entering Unmasked Estep 
Score: -22385588.000000 Penalty: 6034.676758
	Iteration 24Q: 3 clusters Score -2.238559e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 142665 members 
Entering Unmasked Estep 
Score: -22385816.000000 Penalty: 6034.676758
	Iteration 25Q: 3 clusters Score -2.238582e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 143881 members 
Entering Unmasked Estep 
Score: -22386024.000000 Penalty: 6034.676758
	Iteration 26Q: 3 clusters Score -2.238602e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 145067 members 
Entering Unmasked Estep 
Score: -22386280.000000 Penalty: 6034.676758
	Iteration 27Q: 3 clusters Score -2.238628e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 146152 members 
Entering Unmasked Estep 
Score: -22386354.000000 Penalty: 6034.676758
	Iteration 28Q: 3 clusters Score -2.238635e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -22386456.000000 Penalty: 6034.676758
	Iteration 29Q: 3 clusters Score -2.238646e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -22386590.000000 Penalty: 6034.676758
	Iteration 30Q: 3 clusters Score -2.238659e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -22386678.000000 Penalty: 6034.676758
	Iteration 31Q: 3 clusters Score -2.238668e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 150121 members 
Entering Unmasked Estep 
Score: -22386772.000000 Penalty: 6034.676758
	Iteration 32Q: 3 clusters Score -2.238677e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -22386968.000000 Penalty: 6034.676758
	Iteration 33Q: 3 clusters Score -2.238697e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -22387072.000000 Penalty: 6034.676758
	Iteration 34Q: 3 clusters Score -2.238707e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 152835 members 
Entering Unmasked Estep 
Score: -22387176.000000 Penalty: 6034.676758
	Iteration 35Q: 3 clusters Score -2.238718e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 153701 members 
Entering Unmasked Estep 
Score: -22387306.000000 Penalty: 6034.676758
	Iteration 36Q: 3 clusters Score -2.238731e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 154546 members 
Entering Unmasked Estep 
Score: -22387450.000000 Penalty: 6034.676758
	Iteration 37Q: 3 clusters Score -2.238745e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 155401 members 
Entering Unmasked Estep 
Score: -22387524.000000 Penalty: 6034.676758
	Iteration 38Q: 3 clusters Score -2.238752e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 156239 members 
Entering Unmasked Estep 
Score: -22387586.000000 Penalty: 6034.676758
	Iteration 39Q: 3 clusters Score -2.238759e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 157006 members 
Entering Unmasked Estep 
Score: -22387720.000000 Penalty: 6034.676758
	Iteration 40F: 3 clusters Score -2.238772e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -22387866.000000 Penalty: 6034.676758
	Iteration 41Q: 3 clusters Score -2.238787e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 158446 members 
Entering Unmasked Estep 
Score: -22387866.000000 Penalty: 6034.676758
	Iteration 42Q: 3 clusters Score -2.238787e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 159147 members 
Entering Unmasked Estep 
Score: -22387834.000000 Penalty: 6034.676758
	Iteration 43Q: 3 clusters Score -2.238783e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 159782 members 
Entering Unmasked Estep 
Score: -22387938.000000 Penalty: 6034.676758
	Iteration 44Q: 3 clusters Score -2.238794e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -22387952.000000 Penalty: 6034.676758
	Iteration 45Q: 3 clusters Score -2.238795e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -22387964.000000 Penalty: 6034.676758
	Iteration 46Q: 3 clusters Score -2.238796e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -22388046.000000 Penalty: 6034.676758
	Iteration 47Q: 3 clusters Score -2.238805e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
Score: -22388038.000000 Penalty: 6034.676758
	Iteration 48Q: 3 clusters Score -2.238804e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 162952 members 
Entering Unmasked Estep 
Score: -22387992.000000 Penalty: 6034.676758
	Iteration 49Q: 3 clusters Score -2.238799e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 163476 members 
Entering Unmasked Estep 
Score: -22387998.000000 Penalty: 6034.676758
	Iteration 50Q: 3 clusters Score -2.2388e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 163985 members 
Entering Unmasked Estep 
Score: -22388042.000000 Penalty: 6034.676758
	Iteration 51Q: 3 clusters Score -2.238804e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -22388068.000000 Penalty: 6034.676758
	Iteration 52Q: 3 clusters Score -2.238807e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -22388066.000000 Penalty: 6034.676758
	Iteration 53Q: 3 clusters Score -2.238807e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 165397 members 
Entering Unmasked Estep 
Score: -22388108.000000 Penalty: 6034.676758
	Iteration 54Q: 3 clusters Score -2.238811e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -22388170.000000 Penalty: 6034.676758
	Iteration 55Q: 3 clusters Score -2.238817e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 166322 members 
Entering Unmasked Estep 
Score: -22388224.000000 Penalty: 6034.676758
	Iteration 56Q: 3 clusters Score -2.238822e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 166750 members 
Entering Unmasked Estep 
Score: -22388254.000000 Penalty: 6034.676758
	Iteration 57Q: 3 clusters Score -2.238825e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 167160 members 
Entering Unmasked Estep 
Score: -22388214.000000 Penalty: 6034.676758
	Iteration 58Q: 3 clusters Score -2.238821e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 167572 members 
Entering Unmasked Estep 
Score: -22388198.000000 Penalty: 6034.676758
	Iteration 59Q: 3 clusters Score -2.23882e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -22388098.000000 Penalty: 6034.676758
	Iteration 60F: 3 clusters Score -2.23881e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -22388120.000000 Penalty: 6034.676758
	Iteration 61Q: 3 clusters Score -2.238812e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 168697 members 
Entering Unmasked Estep 
Score: -22388182.000000 Penalty: 6034.676758
	Iteration 62Q: 3 clusters Score -2.238818e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 169051 members 
Entering Unmasked Estep 
Score: -22388158.000000 Penalty: 6034.676758
	Iteration 63Q: 3 clusters Score -2.238816e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 169399 members 
Entering Unmasked Estep 
Score: -22388228.000000 Penalty: 6034.676758
	Iteration 64Q: 3 clusters Score -2.238823e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 169703 members 
Entering Unmasked Estep 
Score: -22388252.000000 Penalty: 6034.676758
	Iteration 65Q: 3 clusters Score -2.238825e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -22388222.000000 Penalty: 6034.676758
	Iteration 66Q: 3 clusters Score -2.238822e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 170256 members 
Entering Unmasked Estep 
Score: -22388260.000000 Penalty: 6034.676758
	Iteration 67Q: 3 clusters Score -2.238826e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 170493 members 
Entering Unmasked Estep 
Score: -22388236.000000 Penalty: 6034.676758
	Iteration 68Q: 3 clusters Score -2.238824e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 170701 members 
Entering Unmasked Estep 
Score: -22388206.000000 Penalty: 6034.676758
	Iteration 69Q: 3 clusters Score -2.238821e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -22388230.000000 Penalty: 6034.676758
	Iteration 70Q: 3 clusters Score -2.238823e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -22388188.000000 Penalty: 6034.676758
	Iteration 71Q: 3 clusters Score -2.238819e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -22388158.000000 Penalty: 6034.676758
	Iteration 72Q: 3 clusters Score -2.238816e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -22388118.000000 Penalty: 6034.676758
	Iteration 73Q: 3 clusters Score -2.238812e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -22388094.000000 Penalty: 6034.676758
	Iteration 74Q: 3 clusters Score -2.238809e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -22388072.000000 Penalty: 6034.676758
	Iteration 75Q: 3 clusters Score -2.238807e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -22388078.000000 Penalty: 6034.676758
	Iteration 76Q: 3 clusters Score -2.238808e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 172064 members 
Entering Unmasked Estep 
Score: -22388048.000000 Penalty: 6034.676758
	Iteration 77Q: 3 clusters Score -2.238805e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 172217 members 
Entering Unmasked Estep 
Score: -22388076.000000 Penalty: 6034.676758
	Iteration 78Q: 3 clusters Score -2.238808e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 172376 members 
Entering Unmasked Estep 
Score: -22388124.000000 Penalty: 6034.676758
	Iteration 79Q: 3 clusters Score -2.238812e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -22388172.000000 Penalty: 6034.676758
	Iteration 80F: 3 clusters Score -2.238817e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 172649 members 
Entering Unmasked Estep 
Score: -22388176.000000 Penalty: 6034.676758
	Iteration 81Q: 3 clusters Score -2.238818e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 172785 members 
Entering Unmasked Estep 
Score: -22388134.000000 Penalty: 6034.676758
	Iteration 82Q: 3 clusters Score -2.238813e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 172910 members 
Entering Unmasked Estep 
Score: -22388072.000000 Penalty: 6034.676758
	Iteration 83Q: 3 clusters Score -2.238807e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 173022 members 
Entering Unmasked Estep 
Score: -22388042.000000 Penalty: 6034.676758
	Iteration 84Q: 3 clusters Score -2.238804e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 173112 members 
Entering Unmasked Estep 
Score: -22388040.000000 Penalty: 6034.676758
	Iteration 85Q: 3 clusters Score -2.238804e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -22388020.000000 Penalty: 6034.676758
	Iteration 86Q: 3 clusters Score -2.238802e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -22388012.000000 Penalty: 6034.676758
	Iteration 87Q: 3 clusters Score -2.238801e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 173352 members 
Entering Unmasked Estep 
Score: -22388048.000000 Penalty: 6034.676758
	Iteration 88Q: 3 clusters Score -2.238805e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -22388064.000000 Penalty: 6034.676758
	Iteration 89Q: 3 clusters Score -2.238806e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 173503 members 
Entering Unmasked Estep 
Score: -22388094.000000 Penalty: 6034.676758
	Iteration 90Q: 3 clusters Score -2.238809e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -22388068.000000 Penalty: 6034.676758
	Iteration 91Q: 3 clusters Score -2.238807e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 173673 members 
Entering Unmasked Estep 
Score: -22388070.000000 Penalty: 6034.676758
	Iteration 92Q: 3 clusters Score -2.238807e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -22388070.000000 Penalty: 6034.676758
	Iteration 93Q: 3 clusters Score -2.238807e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 173824 members 
Entering Unmasked Estep 
Score: -22388048.000000 Penalty: 6034.676758
	Iteration 94Q: 3 clusters Score -2.238805e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -22388028.000000 Penalty: 6034.676758
	Iteration 95Q: 3 clusters Score -2.238803e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -22388038.000000 Penalty: 6034.676758
	Iteration 96Q: 3 clusters Score -2.238804e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 174097 members 
Entering Unmasked Estep 
Score: -22387998.000000 Penalty: 6034.676758
	Iteration 97Q: 3 clusters Score -2.2388e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 174204 members 
Entering Unmasked Estep 
Score: -22387968.000000 Penalty: 6034.676758
	Iteration 98Q: 3 clusters Score -2.238797e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -22387958.000000 Penalty: 6034.676758
	Iteration 99Q: 3 clusters Score -2.238796e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 174411 members 
Entering Unmasked Estep 
Score: -22387970.000000 Penalty: 6034.676758
	Iteration 100F: 3 clusters Score -2.238797e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -22387964.000000 Penalty: 6034.676758
	Iteration 101Q: 3 clusters Score -2.238796e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -22387944.000000 Penalty: 6034.676758
	Iteration 102Q: 3 clusters Score -2.238794e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 174663 members 
Entering Unmasked Estep 
Score: -22387946.000000 Penalty: 6034.676758
	Iteration 103Q: 3 clusters Score -2.238795e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 174740 members 
Entering Unmasked Estep 
Score: -22387942.000000 Penalty: 6034.676758
	Iteration 104Q: 3 clusters Score -2.238794e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 174811 members 
Entering Unmasked Estep 
Score: -22387956.000000 Penalty: 6034.676758
	Iteration 105Q: 3 clusters Score -2.238796e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 174880 members 
Entering Unmasked Estep 
Score: -22387956.000000 Penalty: 6034.676758
	Iteration 106Q: 3 clusters Score -2.238796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 174942 members 
Entering Unmasked Estep 
Score: -22387944.000000 Penalty: 6034.676758
	Iteration 107Q: 3 clusters Score -2.238794e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 175009 members 
Entering Unmasked Estep 
Score: -22387950.000000 Penalty: 6034.676758
	Iteration 108Q: 3 clusters Score -2.238795e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -22387948.000000 Penalty: 6034.676758
	Iteration 109Q: 3 clusters Score -2.238795e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -22387966.000000 Penalty: 6034.676758
	Iteration 110Q: 3 clusters Score -2.238797e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 175197 members 
Entering Unmasked Estep 
Score: -22387946.000000 Penalty: 6034.676758
	Iteration 111Q: 3 clusters Score -2.238795e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 175254 members 
Entering Unmasked Estep 
Score: -22387938.000000 Penalty: 6034.676758
	Iteration 112Q: 3 clusters Score -2.238794e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 175319 members 
Entering Unmasked Estep 
Score: -22387946.000000 Penalty: 6034.676758
	Iteration 113Q: 3 clusters Score -2.238795e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -22387892.000000 Penalty: 6034.676758
	Iteration 114Q: 3 clusters Score -2.238789e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 175461 members 
Entering Unmasked Estep 
Score: -22387920.000000 Penalty: 6034.676758
	Iteration 115Q: 3 clusters Score -2.238792e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 175523 members 
Entering Unmasked Estep 
Score: -22387892.000000 Penalty: 6034.676758
	Iteration 116Q: 3 clusters Score -2.238789e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 175567 members 
Entering Unmasked Estep 
Score: -22387910.000000 Penalty: 6034.676758
	Iteration 117Q: 3 clusters Score -2.238791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 175612 members 
Entering Unmasked Estep 
Score: -22387910.000000 Penalty: 6034.676758
	Iteration 118Q: 3 clusters Score -2.238791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 175661 members 
Entering Unmasked Estep 
Score: -22387896.000000 Penalty: 6034.676758
	Iteration 119Q: 3 clusters Score -2.23879e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 175712 members 
Entering Unmasked Estep 
Score: -22387872.000000 Penalty: 6034.676758
	Iteration 120F: 3 clusters Score -2.238787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 175751 members 
Entering Unmasked Estep 
Score: -22387894.000000 Penalty: 6034.676758
	Iteration 121Q: 3 clusters Score -2.238789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 175791 members 
Entering Unmasked Estep 
Score: -22387898.000000 Penalty: 6034.676758
	Iteration 122Q: 3 clusters Score -2.23879e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 175831 members 
Entering Unmasked Estep 
Score: -22387910.000000 Penalty: 6034.676758
	Iteration 123Q: 3 clusters Score -2.238791e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 175872 members 
Entering Unmasked Estep 
Score: -22387900.000000 Penalty: 6034.676758
	Iteration 124Q: 3 clusters Score -2.23879e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 175913 members 
Entering Unmasked Estep 
Score: -22387866.000000 Penalty: 6034.676758
	Iteration 125Q: 3 clusters Score -2.238787e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -22387856.000000 Penalty: 6034.676758
	Iteration 126Q: 3 clusters Score -2.238786e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -22387862.000000 Penalty: 6034.676758
	Iteration 127Q: 3 clusters Score -2.238786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 176028 members 
Entering Unmasked Estep 
Score: -22387838.000000 Penalty: 6034.676758
	Iteration 128Q: 3 clusters Score -2.238784e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 176065 members 
Entering Unmasked Estep 
Score: -22387814.000000 Penalty: 6034.676758
	Iteration 129Q: 3 clusters Score -2.238781e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 176096 members 
Entering Unmasked Estep 
Score: -22387826.000000 Penalty: 6034.676758
	Iteration 130Q: 3 clusters Score -2.238783e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 176125 members 
Entering Unmasked Estep 
Score: -22387844.000000 Penalty: 6034.676758
	Iteration 131Q: 3 clusters Score -2.238784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 176153 members 
Entering Unmasked Estep 
Score: -22387814.000000 Penalty: 6034.676758
	Iteration 132Q: 3 clusters Score -2.238781e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -22387838.000000 Penalty: 6034.676758
	Iteration 133Q: 3 clusters Score -2.238784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -22387818.000000 Penalty: 6034.676758
	Iteration 134Q: 3 clusters Score -2.238782e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 176214 members 
Entering Unmasked Estep 
Score: -22387832.000000 Penalty: 6034.676758
	Iteration 135Q: 3 clusters Score -2.238783e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 176235 members 
Entering Unmasked Estep 
Score: -22387826.000000 Penalty: 6034.676758
	Iteration 136Q: 3 clusters Score -2.238783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 176257 members 
Entering Unmasked Estep 
Score: -22387818.000000 Penalty: 6034.676758
	Iteration 137Q: 3 clusters Score -2.238782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 176280 members 
Entering Unmasked Estep 
Score: -22387784.000000 Penalty: 6034.676758
	Iteration 138Q: 3 clusters Score -2.238778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 176304 members 
Entering Unmasked Estep 
Score: -22387776.000000 Penalty: 6034.676758
	Iteration 139Q: 3 clusters Score -2.238778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -22387750.000000 Penalty: 6034.676758
	Iteration 140F: 3 clusters Score -2.238775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -22387770.000000 Penalty: 6034.676758
	Iteration 141Q: 3 clusters Score -2.238777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 176389 members 
Entering Unmasked Estep 
Score: -22387766.000000 Penalty: 6034.676758
	Iteration 142Q: 3 clusters Score -2.238777e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 176422 members 
Entering Unmasked Estep 
Score: -22387746.000000 Penalty: 6034.676758
	Iteration 143Q: 3 clusters Score -2.238775e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 176446 members 
Entering Unmasked Estep 
Score: -22387744.000000 Penalty: 6034.676758
	Iteration 144Q: 3 clusters Score -2.238774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -22387728.000000 Penalty: 6034.676758
	Iteration 145Q: 3 clusters Score -2.238773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 176484 members 
Entering Unmasked Estep 
Score: -22387740.000000 Penalty: 6034.676758
	Iteration 146Q: 3 clusters Score -2.238774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 176493 members 
Entering Unmasked Estep 
Score: -22387736.000000 Penalty: 6034.676758
	Iteration 147Q: 3 clusters Score -2.238774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 176500 members 
Entering Unmasked Estep 
Score: -22387730.000000 Penalty: 6034.676758
	Iteration 148Q: 3 clusters Score -2.238773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 176506 members 
Entering Unmasked Estep 
Score: -22387722.000000 Penalty: 6034.676758
	Iteration 149Q: 3 clusters Score -2.238772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 176517 members 
Entering Unmasked Estep 
Score: -22387726.000000 Penalty: 6034.676758
	Iteration 150Q: 3 clusters Score -2.238773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -22387730.000000 Penalty: 6034.676758
	Iteration 151Q: 3 clusters Score -2.238773e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -22387736.000000 Penalty: 6034.676758
	Iteration 152Q: 3 clusters Score -2.238774e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 176573 members 
Entering Unmasked Estep 
Score: -22387736.000000 Penalty: 6034.676758
	Iteration 153Q: 3 clusters Score -2.238774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 176598 members 
Entering Unmasked Estep 
Score: -22387736.000000 Penalty: 6034.676758
	Iteration 154Q: 3 clusters Score -2.238774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -22387714.000000 Penalty: 6034.676758
	Iteration 155Q: 3 clusters Score -2.238771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 176640 members 
Entering Unmasked Estep 
Score: -22387714.000000 Penalty: 6034.676758
	Iteration 156Q: 3 clusters Score -2.238771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -22387724.000000 Penalty: 6034.676758
	Iteration 157Q: 3 clusters Score -2.238772e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 176681 members 
Entering Unmasked Estep 
Score: -22387734.000000 Penalty: 6034.676758
	Iteration 158Q: 3 clusters Score -2.238773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 176703 members 
Entering Unmasked Estep 
Score: -22387706.000000 Penalty: 6034.676758
	Iteration 159Q: 3 clusters Score -2.238771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -22387732.000000 Penalty: 6034.676758
	Iteration 160F: 3 clusters Score -2.238773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 176745 members 
Entering Unmasked Estep 
Score: -22387744.000000 Penalty: 6034.676758
	Iteration 161Q: 3 clusters Score -2.238774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -22387772.000000 Penalty: 6034.676758
	Iteration 162Q: 3 clusters Score -2.238777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 176771 members 
Entering Unmasked Estep 
Score: -22387774.000000 Penalty: 6034.676758
	Iteration 163Q: 3 clusters Score -2.238777e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 176785 members 
Entering Unmasked Estep 
Score: -22387766.000000 Penalty: 6034.676758
	Iteration 164Q: 3 clusters Score -2.238777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 176803 members 
Entering Unmasked Estep 
Score: -22387734.000000 Penalty: 6034.676758
	Iteration 165Q: 3 clusters Score -2.238773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 176820 members 
Entering Unmasked Estep 
Score: -22387730.000000 Penalty: 6034.676758
	Iteration 166Q: 3 clusters Score -2.238773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 176833 members 
Entering Unmasked Estep 
Score: -22387720.000000 Penalty: 6034.676758
	Iteration 167Q: 3 clusters Score -2.238772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 176846 members 
Entering Unmasked Estep 
Score: -22387744.000000 Penalty: 6034.676758
	Iteration 168Q: 3 clusters Score -2.238774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -22387730.000000 Penalty: 6034.676758
	Iteration 169Q: 3 clusters Score -2.238773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 176874 members 
Entering Unmasked Estep 
Score: -22387730.000000 Penalty: 6034.676758
	Iteration 170Q: 3 clusters Score -2.238773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 176884 members 
Entering Unmasked Estep 
Score: -22387724.000000 Penalty: 6034.676758
	Iteration 171Q: 3 clusters Score -2.238772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 176893 members 
Entering Unmasked Estep 
Score: -22387718.000000 Penalty: 6034.676758
	Iteration 172Q: 3 clusters Score -2.238772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 176903 members 
Entering Unmasked Estep 
Score: -22387742.000000 Penalty: 6034.676758
	Iteration 173Q: 3 clusters Score -2.238774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 176912 members 
Entering Unmasked Estep 
Score: -22387738.000000 Penalty: 6034.676758
	Iteration 174Q: 3 clusters Score -2.238774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 176923 members 
Entering Unmasked Estep 
Score: -22387750.000000 Penalty: 6034.676758
	Iteration 175Q: 3 clusters Score -2.238775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 176930 members 
Entering Unmasked Estep 
Score: -22387764.000000 Penalty: 6034.676758
	Iteration 176Q: 3 clusters Score -2.238776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 176935 members 
Entering Unmasked Estep 
Score: -22387748.000000 Penalty: 6034.676758
	Iteration 177Q: 3 clusters Score -2.238775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -22387756.000000 Penalty: 6034.676758
	Iteration 178Q: 3 clusters Score -2.238776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 176951 members 
Entering Unmasked Estep 
Score: -22387770.000000 Penalty: 6034.676758
	Iteration 179Q: 3 clusters Score -2.238777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -22387758.000000 Penalty: 6034.676758
	Iteration 180F: 3 clusters Score -2.238776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 176972 members 
Entering Unmasked Estep 
Score: -22387750.000000 Penalty: 6034.676758
	Iteration 181Q: 3 clusters Score -2.238775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 176984 members 
Entering Unmasked Estep 
Score: -22387740.000000 Penalty: 6034.676758
	Iteration 182Q: 3 clusters Score -2.238774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -22387758.000000 Penalty: 6034.676758
	Iteration 183Q: 3 clusters Score -2.238776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 177017 members 
Entering Unmasked Estep 
Score: -22387748.000000 Penalty: 6034.676758
	Iteration 184Q: 3 clusters Score -2.238775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -22387738.000000 Penalty: 6034.676758
	Iteration 185Q: 3 clusters Score -2.238774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 177046 members 
Entering Unmasked Estep 
Score: -22387740.000000 Penalty: 6034.676758
	Iteration 186Q: 3 clusters Score -2.238774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 177056 members 
Entering Unmasked Estep 
Score: -22387746.000000 Penalty: 6034.676758
	Iteration 187Q: 3 clusters Score -2.238775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -22387726.000000 Penalty: 6034.676758
	Iteration 188Q: 3 clusters Score -2.238773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -22387730.000000 Penalty: 6034.676758
	Iteration 189Q: 3 clusters Score -2.238773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 177075 members 
Entering Unmasked Estep 
Score: -22387724.000000 Penalty: 6034.676758
	Iteration 190Q: 3 clusters Score -2.238772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 177081 members 
Entering Unmasked Estep 
Score: -22387714.000000 Penalty: 6034.676758
	Iteration 191Q: 3 clusters Score -2.238771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -22387698.000000 Penalty: 6034.676758
	Iteration 192Q: 3 clusters Score -2.23877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 177102 members 
Entering Unmasked Estep 
Score: -22387724.000000 Penalty: 6034.676758
	Iteration 193Q: 3 clusters Score -2.238772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 177115 members 
Entering Unmasked Estep 
Score: -22387706.000000 Penalty: 6034.676758
	Iteration 194Q: 3 clusters Score -2.238771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 177125 members 
Entering Unmasked Estep 
Score: -22387708.000000 Penalty: 6034.676758
	Iteration 195Q: 3 clusters Score -2.238771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 177139 members 
Entering Unmasked Estep 
Score: -22387740.000000 Penalty: 6034.676758
	Iteration 196Q: 3 clusters Score -2.238774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 177157 members 
Entering Unmasked Estep 
Score: -22387732.000000 Penalty: 6034.676758
	Iteration 197Q: 3 clusters Score -2.238773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 177170 members 
Entering Unmasked Estep 
Score: -22387740.000000 Penalty: 6034.676758
	Iteration 198Q: 3 clusters Score -2.238774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 177183 members 
Entering Unmasked Estep 
Score: -22387764.000000 Penalty: 6034.676758
	Iteration 199Q: 3 clusters Score -2.238776e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 177198 members 
Entering Unmasked Estep 
Score: -22387746.000000 Penalty: 6034.676758
	Iteration 200F: 3 clusters Score -2.238775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -22387754.000000 Penalty: 6034.676758
	Iteration 201Q: 3 clusters Score -2.238775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -22387720.000000 Penalty: 6034.676758
	Iteration 202Q: 3 clusters Score -2.238772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 177242 members 
Entering Unmasked Estep 
Score: -22387722.000000 Penalty: 6034.676758
	Iteration 203Q: 3 clusters Score -2.238772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 177255 members 
Entering Unmasked Estep 
Score: -22387734.000000 Penalty: 6034.676758
	Iteration 204Q: 3 clusters Score -2.238773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 177271 members 
Entering Unmasked Estep 
Score: -22387740.000000 Penalty: 6034.676758
	Iteration 205Q: 3 clusters Score -2.238774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 177284 members 
Entering Unmasked Estep 
Score: -22387724.000000 Penalty: 6034.676758
	Iteration 206Q: 3 clusters Score -2.238772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 177290 members 
Entering Unmasked Estep 
Score: -22387734.000000 Penalty: 6034.676758
	Iteration 207Q: 3 clusters Score -2.238773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -22387704.000000 Penalty: 6034.676758
	Iteration 208Q: 3 clusters Score -2.23877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -22387718.000000 Penalty: 6034.676758
	Iteration 209Q: 3 clusters Score -2.238772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -22387714.000000 Penalty: 6034.676758
	Iteration 210Q: 3 clusters Score -2.238771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 177300 members 
Entering Unmasked Estep 
Score: -22387708.000000 Penalty: 6034.676758
	Iteration 211Q: 3 clusters Score -2.238771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 177301 members 
Entering Unmasked Estep 
Score: -22387714.000000 Penalty: 6034.676758
	Iteration 212Q: 3 clusters Score -2.238771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 177303 members 
Entering Unmasked Estep 
Score: -22387710.000000 Penalty: 6034.676758
	Iteration 213Q: 3 clusters Score -2.238771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 177305 members 
Entering Unmasked Estep 
Score: -22387716.000000 Penalty: 6034.676758
	Iteration 214Q: 3 clusters Score -2.238772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 177305 members 
Entering Unmasked Estep 
Score: -22387716.000000 Penalty: 6034.676758
	Iteration 215F: 3 clusters Score -2.238772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Entering Unmasked Estep 
Score: -1030073.000000 Penalty: 2261.265381
	Iteration 0F: 2 clusters Score -1030073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1023036.000000 Penalty: 4522.530762
	Iteration 0F: 3 clusters Score -1023036 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1025147.375000 Penalty: 4522.530762
	Iteration 1F: 3 clusters Score -1025147 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1025476.875000 Penalty: 4522.530762
	Iteration 2F: 3 clusters Score -1025477 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1025705.437500 Penalty: 4522.530762
	Iteration 3Q: 3 clusters Score -1025705 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1025865.875000 Penalty: 4522.530762
	Iteration 4Q: 3 clusters Score -1025866 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1026027.875000 Penalty: 4522.530762
	Iteration 5Q: 3 clusters Score -1026028 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1026184.500000 Penalty: 4522.530762
	Iteration 6Q: 3 clusters Score -1026184 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1026334.312500 Penalty: 4522.530762
	Iteration 7Q: 3 clusters Score -1026334 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1026484.937500 Penalty: 4522.530762
	Iteration 8Q: 3 clusters Score -1026485 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1026647.125000 Penalty: 4522.530762
	Iteration 9Q: 3 clusters Score -1026647 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1026808.437500 Penalty: 4522.530762
	Iteration 10Q: 3 clusters Score -1026808 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1026960.437500 Penalty: 4522.530762
	Iteration 11Q: 3 clusters Score -1026960 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1027130.125000 Penalty: 4522.530762
	Iteration 12Q: 3 clusters Score -1027130 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1027305.687500 Penalty: 4522.530762
	Iteration 13Q: 3 clusters Score -1027306 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1027452.937500 Penalty: 4522.530762
	Iteration 14Q: 3 clusters Score -1027453 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1027567.375000 Penalty: 4522.530762
	Iteration 15Q: 3 clusters Score -1027567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1027672.687500 Penalty: 4522.530762
	Iteration 16Q: 3 clusters Score -1027673 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1027768.500000 Penalty: 4522.530762
	Iteration 17Q: 3 clusters Score -1027768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1027864.500000 Penalty: 4522.530762
	Iteration 18Q: 3 clusters Score -1027864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1027966.500000 Penalty: 4522.530762
	Iteration 19Q: 3 clusters Score -1027966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1028065.437500 Penalty: 4522.530762
	Iteration 20F: 3 clusters Score -1028065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1028135.750000 Penalty: 4522.530762
	Iteration 21Q: 3 clusters Score -1028136 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1028180.687500 Penalty: 4522.530762
	Iteration 22Q: 3 clusters Score -1028181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1028206.562500 Penalty: 4522.530762
	Iteration 23Q: 3 clusters Score -1028207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1028221.937500 Penalty: 4522.530762
	Iteration 24Q: 3 clusters Score -1028222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1028229.000000 Penalty: 4522.530762
	Iteration 25Q: 3 clusters Score -1028229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1028235.500000 Penalty: 4522.530762
	Iteration 26Q: 3 clusters Score -1028236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1028240.125000 Penalty: 4522.530762
	Iteration 27Q: 3 clusters Score -1028240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1028245.625000 Penalty: 4522.530762
	Iteration 28Q: 3 clusters Score -1028246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1028254.875000 Penalty: 4522.530762
	Iteration 29Q: 3 clusters Score -1028255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1028261.375000 Penalty: 4522.530762
	Iteration 30Q: 3 clusters Score -1028261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1028263.250000 Penalty: 4522.530762
	Iteration 31Q: 3 clusters Score -1028263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1028267.187500 Penalty: 4522.530762
	Iteration 32Q: 3 clusters Score -1028267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1028269.812500 Penalty: 4522.530762
	Iteration 33Q: 3 clusters Score -1028270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1028270.625000 Penalty: 4522.530762
	Iteration 34Q: 3 clusters Score -1028271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1028270.625000 Penalty: 4522.530762
	Iteration 35F: 3 clusters Score -1028271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -37171.960938 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -37171.96 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 188 members 
Entering Unmasked Estep 
Score: -35799.804688 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -35799.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36028.199219 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -36028.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36185.593750 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -36185.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36326.800781 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -36326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36418.746094 Penalty: 2974.240234
	Iteration 4F: 3 clusters Score -36418.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36451.035156 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -36451.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36515.253906 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -36515.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36608.644531 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -36608.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36701.972656 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -36701.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36740.464844 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -36740.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36743.335938 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -36743.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36745.367188 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -36745.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36745.367188 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -36745.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Entering Unmasked Estep 
Score: -4802966.000000 Penalty: 2636.598877
	Iteration 0F: 2 clusters Score -4802966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4774865.500000 Penalty: 5273.197754
	Iteration 0F: 3 clusters Score -4774866 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4785634.000000 Penalty: 5273.197754
	Iteration 1F: 3 clusters Score -4785634 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -4786439.500000 Penalty: 5273.197754
	Iteration 2Q: 3 clusters Score -4786440 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4787280.000000 Penalty: 5273.197754
	Iteration 3Q: 3 clusters Score -4787280 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4788317.000000 Penalty: 5273.197754
	Iteration 4Q: 3 clusters Score -4788317 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4789472.500000 Penalty: 5273.197754
	Iteration 5F: 3 clusters Score -4789472 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4790613.500000 Penalty: 5273.197754
	Iteration 6F: 3 clusters Score -4790614 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4791848.000000 Penalty: 5273.197754
	Iteration 7Q: 3 clusters Score -4791848 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4793048.000000 Penalty: 5273.197754
	Iteration 8Q: 3 clusters Score -4793048 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4794239.500000 Penalty: 5273.197754
	Iteration 9Q: 3 clusters Score -4794240 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4795432.500000 Penalty: 5273.197754
	Iteration 10Q: 3 clusters Score -4795432 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4796560.500000 Penalty: 5273.197754
	Iteration 11Q: 3 clusters Score -4796560 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4797561.000000 Penalty: 5273.197754
	Iteration 12Q: 3 clusters Score -4797561 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4798511.000000 Penalty: 5273.197754
	Iteration 13Q: 3 clusters Score -4798511 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4799176.000000 Penalty: 5273.197754
	Iteration 14Q: 3 clusters Score -4799176 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4799635.000000 Penalty: 5273.197754
	Iteration 15Q: 3 clusters Score -4799635 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4799963.000000 Penalty: 5273.197754
	Iteration 16Q: 3 clusters Score -4799963 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4800205.000000 Penalty: 5273.197754
	Iteration 17Q: 3 clusters Score -4800205 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4800327.500000 Penalty: 5273.197754
	Iteration 18Q: 3 clusters Score -4800328 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4800416.000000 Penalty: 5273.197754
	Iteration 19Q: 3 clusters Score -4800416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4800498.500000 Penalty: 5273.197754
	Iteration 20F: 3 clusters Score -4800498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4800564.500000 Penalty: 5273.197754
	Iteration 21Q: 3 clusters Score -4800564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4800604.000000 Penalty: 5273.197754
	Iteration 22Q: 3 clusters Score -4800604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4800627.500000 Penalty: 5273.197754
	Iteration 23Q: 3 clusters Score -4800628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4800662.500000 Penalty: 5273.197754
	Iteration 24Q: 3 clusters Score -4800662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4800674.000000 Penalty: 5273.197754
	Iteration 25Q: 3 clusters Score -4800674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4800701.500000 Penalty: 5273.197754
	Iteration 26Q: 3 clusters Score -4800702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4800710.500000 Penalty: 5273.197754
	Iteration 27Q: 3 clusters Score -4800710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4800718.500000 Penalty: 5273.197754
	Iteration 28Q: 3 clusters Score -4800718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4800728.000000 Penalty: 5273.197754
	Iteration 29Q: 3 clusters Score -4800728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4800727.500000 Penalty: 5273.197754
	Iteration 30Q: 3 clusters Score -4800728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4800740.000000 Penalty: 5273.197754
	Iteration 31Q: 3 clusters Score -4800740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4800741.500000 Penalty: 5273.197754
	Iteration 32Q: 3 clusters Score -4800742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4800740.500000 Penalty: 5273.197754
	Iteration 33Q: 3 clusters Score -4800740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4800740.500000 Penalty: 5273.197754
	Iteration 34F: 3 clusters Score -4800740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Entering Unmasked Estep 
Score: -1287673.125000 Penalty: 2323.651855
	Iteration 0F: 2 clusters Score -1287673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1278937.250000 Penalty: 4647.303711
	Iteration 0F: 3 clusters Score -1278937 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1281650.125000 Penalty: 4647.303711
	Iteration 1F: 3 clusters Score -1281650 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1282076.875000 Penalty: 4647.303711
	Iteration 2F: 3 clusters Score -1282077 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1282429.500000 Penalty: 4647.303711
	Iteration 3F: 3 clusters Score -1282430 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1282723.250000 Penalty: 4647.303711
	Iteration 4Q: 3 clusters Score -1282723 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1282982.750000 Penalty: 4647.303711
	Iteration 5Q: 3 clusters Score -1282983 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1283229.250000 Penalty: 4647.303711
	Iteration 6Q: 3 clusters Score -1283229 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1283492.750000 Penalty: 4647.303711
	Iteration 7Q: 3 clusters Score -1283493 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1283787.250000 Penalty: 4647.303711
	Iteration 8Q: 3 clusters Score -1283787 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1284077.625000 Penalty: 4647.303711
	Iteration 9Q: 3 clusters Score -1284078 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1284337.000000 Penalty: 4647.303711
	Iteration 10Q: 3 clusters Score -1284337 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1284524.875000 Penalty: 4647.303711
	Iteration 11Q: 3 clusters Score -1284525 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1284660.250000 Penalty: 4647.303711
	Iteration 12Q: 3 clusters Score -1284660 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1284752.375000 Penalty: 4647.303711
	Iteration 13Q: 3 clusters Score -1284752 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1284822.000000 Penalty: 4647.303711
	Iteration 14Q: 3 clusters Score -1284822 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1284876.000000 Penalty: 4647.303711
	Iteration 15Q: 3 clusters Score -1284876 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1284932.875000 Penalty: 4647.303711
	Iteration 16Q: 3 clusters Score -1284933 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1284985.000000 Penalty: 4647.303711
	Iteration 17Q: 3 clusters Score -1284985 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1285037.000000 Penalty: 4647.303711
	Iteration 18Q: 3 clusters Score -1285037 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1285078.000000 Penalty: 4647.303711
	Iteration 19Q: 3 clusters Score -1285078 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1285112.000000 Penalty: 4647.303711
	Iteration 20F: 3 clusters Score -1285112 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1285140.125000 Penalty: 4647.303711
	Iteration 21Q: 3 clusters Score -1285140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1285179.000000 Penalty: 4647.303711
	Iteration 22Q: 3 clusters Score -1285179 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1285196.125000 Penalty: 4647.303711
	Iteration 23Q: 3 clusters Score -1285196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1285216.125000 Penalty: 4647.303711
	Iteration 24Q: 3 clusters Score -1285216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1285234.125000 Penalty: 4647.303711
	Iteration 25Q: 3 clusters Score -1285234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1285247.000000 Penalty: 4647.303711
	Iteration 26Q: 3 clusters Score -1285247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1285256.375000 Penalty: 4647.303711
	Iteration 27Q: 3 clusters Score -1285256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1285265.500000 Penalty: 4647.303711
	Iteration 28Q: 3 clusters Score -1285266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1285275.250000 Penalty: 4647.303711
	Iteration 29Q: 3 clusters Score -1285275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1285278.250000 Penalty: 4647.303711
	Iteration 30Q: 3 clusters Score -1285278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1285283.625000 Penalty: 4647.303711
	Iteration 31Q: 3 clusters Score -1285284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1285294.250000 Penalty: 4647.303711
	Iteration 32Q: 3 clusters Score -1285294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1285301.000000 Penalty: 4647.303711
	Iteration 33Q: 3 clusters Score -1285301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1285303.250000 Penalty: 4647.303711
	Iteration 34Q: 3 clusters Score -1285303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1285307.000000 Penalty: 4647.303711
	Iteration 35Q: 3 clusters Score -1285307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1285311.125000 Penalty: 4647.303711
	Iteration 36Q: 3 clusters Score -1285311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1285317.750000 Penalty: 4647.303711
	Iteration 37Q: 3 clusters Score -1285318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1285320.375000 Penalty: 4647.303711
	Iteration 38Q: 3 clusters Score -1285320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1285320.125000 Penalty: 4647.303711
	Iteration 39Q: 3 clusters Score -1285320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1285318.000000 Penalty: 4647.303711
	Iteration 40F: 3 clusters Score -1285318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1285323.125000 Penalty: 4647.303711
	Iteration 41Q: 3 clusters Score -1285323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1285323.125000 Penalty: 4647.303711
	Iteration 42Q: 3 clusters Score -1285323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1285327.750000 Penalty: 4647.303711
	Iteration 43Q: 3 clusters Score -1285328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1285330.875000 Penalty: 4647.303711
	Iteration 44Q: 3 clusters Score -1285331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1285327.000000 Penalty: 4647.303711
	Iteration 45Q: 3 clusters Score -1285327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1285332.125000 Penalty: 4647.303711
	Iteration 46Q: 3 clusters Score -1285332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1285331.000000 Penalty: 4647.303711
	Iteration 47Q: 3 clusters Score -1285331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1285331.375000 Penalty: 4647.303711
	Iteration 48Q: 3 clusters Score -1285331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1285331.125000 Penalty: 4647.303711
	Iteration 49Q: 3 clusters Score -1285331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1285333.500000 Penalty: 4647.303711
	Iteration 50Q: 3 clusters Score -1285334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1285335.000000 Penalty: 4647.303711
	Iteration 51Q: 3 clusters Score -1285335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1285337.625000 Penalty: 4647.303711
	Iteration 52Q: 3 clusters Score -1285338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1285337.500000 Penalty: 4647.303711
	Iteration 53Q: 3 clusters Score -1285338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1285337.375000 Penalty: 4647.303711
	Iteration 54Q: 3 clusters Score -1285337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1285340.750000 Penalty: 4647.303711
	Iteration 55Q: 3 clusters Score -1285341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1285342.375000 Penalty: 4647.303711
	Iteration 56Q: 3 clusters Score -1285342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1285343.500000 Penalty: 4647.303711
	Iteration 57Q: 3 clusters Score -1285344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1285341.250000 Penalty: 4647.303711
	Iteration 58Q: 3 clusters Score -1285341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1285344.125000 Penalty: 4647.303711
	Iteration 59Q: 3 clusters Score -1285344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1285347.750000 Penalty: 4647.303711
	Iteration 60F: 3 clusters Score -1285348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1285346.750000 Penalty: 4647.303711
	Iteration 61Q: 3 clusters Score -1285347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1285344.750000 Penalty: 4647.303711
	Iteration 62Q: 3 clusters Score -1285345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1285346.375000 Penalty: 4647.303711
	Iteration 63Q: 3 clusters Score -1285346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1285348.375000 Penalty: 4647.303711
	Iteration 64Q: 3 clusters Score -1285348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1285349.875000 Penalty: 4647.303711
	Iteration 65Q: 3 clusters Score -1285350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1285348.250000 Penalty: 4647.303711
	Iteration 66Q: 3 clusters Score -1285348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1285347.875000 Penalty: 4647.303711
	Iteration 67Q: 3 clusters Score -1285348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1285347.875000 Penalty: 4647.303711
	Iteration 68F: 3 clusters Score -1285348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Entering Unmasked Estep 
Score: -794013.250000 Penalty: 2201.694336
	Iteration 0F: 2 clusters Score -794013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -788196.875000 Penalty: 4403.388672
	Iteration 0F: 3 clusters Score -788196.9 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -789868.687500 Penalty: 4403.388672
	Iteration 1F: 3 clusters Score -789868.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -790223.000000 Penalty: 4403.388672
	Iteration 2F: 3 clusters Score -790223 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -790484.875000 Penalty: 4403.388672
	Iteration 3F: 3 clusters Score -790484.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -790720.375000 Penalty: 4403.388672
	Iteration 4F: 3 clusters Score -790720.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -790923.500000 Penalty: 4403.388672
	Iteration 5Q: 3 clusters Score -790923.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -791157.937500 Penalty: 4403.388672
	Iteration 6Q: 3 clusters Score -791157.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -791364.500000 Penalty: 4403.388672
	Iteration 7Q: 3 clusters Score -791364.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -791522.312500 Penalty: 4403.388672
	Iteration 8Q: 3 clusters Score -791522.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -791667.562500 Penalty: 4403.388672
	Iteration 9Q: 3 clusters Score -791667.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -791777.187500 Penalty: 4403.388672
	Iteration 10Q: 3 clusters Score -791777.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -791880.000000 Penalty: 4403.388672
	Iteration 11Q: 3 clusters Score -791880 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -791961.812500 Penalty: 4403.388672
	Iteration 12Q: 3 clusters Score -791961.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -792021.437500 Penalty: 4403.388672
	Iteration 13Q: 3 clusters Score -792021.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -792065.875000 Penalty: 4403.388672
	Iteration 14Q: 3 clusters Score -792065.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -792094.500000 Penalty: 4403.388672
	Iteration 15Q: 3 clusters Score -792094.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -792121.500000 Penalty: 4403.388672
	Iteration 16Q: 3 clusters Score -792121.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -792141.375000 Penalty: 4403.388672
	Iteration 17Q: 3 clusters Score -792141.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -792159.437500 Penalty: 4403.388672
	Iteration 18Q: 3 clusters Score -792159.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -792176.500000 Penalty: 4403.388672
	Iteration 19Q: 3 clusters Score -792176.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -792186.437500 Penalty: 4403.388672
	Iteration 20F: 3 clusters Score -792186.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -792199.937500 Penalty: 4403.388672
	Iteration 21Q: 3 clusters Score -792199.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -792217.000000 Penalty: 4403.388672
	Iteration 22Q: 3 clusters Score -792217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -792225.062500 Penalty: 4403.388672
	Iteration 23Q: 3 clusters Score -792225.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -792231.750000 Penalty: 4403.388672
	Iteration 24Q: 3 clusters Score -792231.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -792239.125000 Penalty: 4403.388672
	Iteration 25Q: 3 clusters Score -792239.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -792244.812500 Penalty: 4403.388672
	Iteration 26Q: 3 clusters Score -792244.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -792255.125000 Penalty: 4403.388672
	Iteration 27Q: 3 clusters Score -792255.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -792264.500000 Penalty: 4403.388672
	Iteration 28Q: 3 clusters Score -792264.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -792272.937500 Penalty: 4403.388672
	Iteration 29Q: 3 clusters Score -792272.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -792284.062500 Penalty: 4403.388672
	Iteration 30Q: 3 clusters Score -792284.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -792291.625000 Penalty: 4403.388672
	Iteration 31Q: 3 clusters Score -792291.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -792299.937500 Penalty: 4403.388672
	Iteration 32Q: 3 clusters Score -792299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -792312.000000 Penalty: 4403.388672
	Iteration 33Q: 3 clusters Score -792312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -792320.500000 Penalty: 4403.388672
	Iteration 34Q: 3 clusters Score -792320.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -792329.437500 Penalty: 4403.388672
	Iteration 35Q: 3 clusters Score -792329.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -792341.187500 Penalty: 4403.388672
	Iteration 36Q: 3 clusters Score -792341.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -792351.062500 Penalty: 4403.388672
	Iteration 37Q: 3 clusters Score -792351.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -792359.000000 Penalty: 4403.388672
	Iteration 38Q: 3 clusters Score -792359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -792365.625000 Penalty: 4403.388672
	Iteration 39Q: 3 clusters Score -792365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -792371.125000 Penalty: 4403.388672
	Iteration 40F: 3 clusters Score -792371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -792377.562500 Penalty: 4403.388672
	Iteration 41Q: 3 clusters Score -792377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -792382.875000 Penalty: 4403.388672
	Iteration 42Q: 3 clusters Score -792382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -792387.250000 Penalty: 4403.388672
	Iteration 43Q: 3 clusters Score -792387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -792391.750000 Penalty: 4403.388672
	Iteration 44Q: 3 clusters Score -792391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -792395.250000 Penalty: 4403.388672
	Iteration 45Q: 3 clusters Score -792395.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -792402.562500 Penalty: 4403.388672
	Iteration 46Q: 3 clusters Score -792402.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -792411.125000 Penalty: 4403.388672
	Iteration 47Q: 3 clusters Score -792411.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -792418.000000 Penalty: 4403.388672
	Iteration 48Q: 3 clusters Score -792418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -792422.125000 Penalty: 4403.388672
	Iteration 49Q: 3 clusters Score -792422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -792427.875000 Penalty: 4403.388672
	Iteration 50Q: 3 clusters Score -792427.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -792431.375000 Penalty: 4403.388672
	Iteration 51Q: 3 clusters Score -792431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -792432.375000 Penalty: 4403.388672
	Iteration 52Q: 3 clusters Score -792432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -792435.437500 Penalty: 4403.388672
	Iteration 53Q: 3 clusters Score -792435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -792437.312500 Penalty: 4403.388672
	Iteration 54Q: 3 clusters Score -792437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -792437.187500 Penalty: 4403.388672
	Iteration 55Q: 3 clusters Score -792437.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -792437.187500 Penalty: 4403.388672
	Iteration 56F: 3 clusters Score -792437.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Entering Unmasked Estep 
Score: -1582586.250000 Penalty: 2357.411865
	Iteration 0F: 2 clusters Score -1582586 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 6678 members 
Entering Unmasked Estep 
Score: -1572685.625000 Penalty: 4714.823730
	Iteration 0F: 3 clusters Score -1572686 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1575646.250000 Penalty: 4714.823730
	Iteration 1F: 3 clusters Score -1575646 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1575997.125000 Penalty: 4714.823730
	Iteration 2F: 3 clusters Score -1575997 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1576260.625000 Penalty: 4714.823730
	Iteration 3Q: 3 clusters Score -1576261 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1576497.625000 Penalty: 4714.823730
	Iteration 4Q: 3 clusters Score -1576498 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1576739.125000 Penalty: 4714.823730
	Iteration 5Q: 3 clusters Score -1576739 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1576967.875000 Penalty: 4714.823730
	Iteration 6Q: 3 clusters Score -1576968 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1577204.375000 Penalty: 4714.823730
	Iteration 7Q: 3 clusters Score -1577204 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1577468.750000 Penalty: 4714.823730
	Iteration 8Q: 3 clusters Score -1577469 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1577774.500000 Penalty: 4714.823730
	Iteration 9Q: 3 clusters Score -1577774 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1578136.250000 Penalty: 4714.823730
	Iteration 10Q: 3 clusters Score -1578136 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1578504.625000 Penalty: 4714.823730
	Iteration 11Q: 3 clusters Score -1578505 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1578856.750000 Penalty: 4714.823730
	Iteration 12Q: 3 clusters Score -1578857 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1579162.750000 Penalty: 4714.823730
	Iteration 13Q: 3 clusters Score -1579163 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1579419.500000 Penalty: 4714.823730
	Iteration 14Q: 3 clusters Score -1579420 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1579615.375000 Penalty: 4714.823730
	Iteration 15Q: 3 clusters Score -1579615 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1579745.500000 Penalty: 4714.823730
	Iteration 16Q: 3 clusters Score -1579746 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1579831.625000 Penalty: 4714.823730
	Iteration 17Q: 3 clusters Score -1579832 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1579899.125000 Penalty: 4714.823730
	Iteration 18Q: 3 clusters Score -1579899 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1579960.000000 Penalty: 4714.823730
	Iteration 19Q: 3 clusters Score -1579960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1580023.250000 Penalty: 4714.823730
	Iteration 20F: 3 clusters Score -1580023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1580072.875000 Penalty: 4714.823730
	Iteration 21Q: 3 clusters Score -1580073 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1580115.875000 Penalty: 4714.823730
	Iteration 22Q: 3 clusters Score -1580116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1580150.125000 Penalty: 4714.823730
	Iteration 23Q: 3 clusters Score -1580150 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1580192.500000 Penalty: 4714.823730
	Iteration 24Q: 3 clusters Score -1580192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1580229.250000 Penalty: 4714.823730
	Iteration 25Q: 3 clusters Score -1580229 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1580255.000000 Penalty: 4714.823730
	Iteration 26Q: 3 clusters Score -1580255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1580291.625000 Penalty: 4714.823730
	Iteration 27Q: 3 clusters Score -1580292 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1580322.750000 Penalty: 4714.823730
	Iteration 28Q: 3 clusters Score -1580323 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1580358.375000 Penalty: 4714.823730
	Iteration 29Q: 3 clusters Score -1580358 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1580397.875000 Penalty: 4714.823730
	Iteration 30Q: 3 clusters Score -1580398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1580427.875000 Penalty: 4714.823730
	Iteration 31Q: 3 clusters Score -1580428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1580457.000000 Penalty: 4714.823730
	Iteration 32Q: 3 clusters Score -1580457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1580490.000000 Penalty: 4714.823730
	Iteration 33Q: 3 clusters Score -1580490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1580529.500000 Penalty: 4714.823730
	Iteration 34Q: 3 clusters Score -1580530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1580566.750000 Penalty: 4714.823730
	Iteration 35Q: 3 clusters Score -1580567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1580590.625000 Penalty: 4714.823730
	Iteration 36Q: 3 clusters Score -1580591 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1580615.500000 Penalty: 4714.823730
	Iteration 37Q: 3 clusters Score -1580616 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1580643.125000 Penalty: 4714.823730
	Iteration 38Q: 3 clusters Score -1580643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1580665.000000 Penalty: 4714.823730
	Iteration 39Q: 3 clusters Score -1580665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1580676.625000 Penalty: 4714.823730
	Iteration 40F: 3 clusters Score -1580677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1580696.125000 Penalty: 4714.823730
	Iteration 41Q: 3 clusters Score -1580696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1580706.625000 Penalty: 4714.823730
	Iteration 42Q: 3 clusters Score -1580707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1580716.250000 Penalty: 4714.823730
	Iteration 43Q: 3 clusters Score -1580716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1580729.125000 Penalty: 4714.823730
	Iteration 44Q: 3 clusters Score -1580729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1580734.250000 Penalty: 4714.823730
	Iteration 45Q: 3 clusters Score -1580734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1580739.500000 Penalty: 4714.823730
	Iteration 46Q: 3 clusters Score -1580740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1580741.500000 Penalty: 4714.823730
	Iteration 47Q: 3 clusters Score -1580742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1580741.625000 Penalty: 4714.823730
	Iteration 48Q: 3 clusters Score -1580742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1580741.625000 Penalty: 4714.823730
	Iteration 49F: 3 clusters Score -1580742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (223011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223011 members 
Entering Unmasked Estep 
Score: -25858836.000000 Penalty: 3054.114258
	Iteration 0F: 2 clusters Score -2.585884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111493 members 
Mstep: Class 2 contains 111518 members 
Entering Unmasked Estep 
Score: -25716114.000000 Penalty: 6108.228516
	Iteration 0F: 3 clusters Score -2.571611e+07 nChanged 107556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 112050 members 
Entering Unmasked Estep 
Score: -25779600.000000 Penalty: 6108.228516
	Iteration 1F: 3 clusters Score -2.57796e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110784 members 
Mstep: Class 2 contains 112227 members 
Entering Unmasked Estep 
Score: -25781924.000000 Penalty: 6108.228516
	Iteration 2Q: 3 clusters Score -2.578192e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -25784430.000000 Penalty: 6108.228516
	Iteration 3Q: 3 clusters Score -2.578443e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109306 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -25788222.000000 Penalty: 6108.228516
	Iteration 4Q: 3 clusters Score -2.578822e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 115416 members 
Entering Unmasked Estep 
Score: -25793480.000000 Penalty: 6108.228516
	Iteration 5Q: 3 clusters Score -2.579348e+07 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 118097 members 
Entering Unmasked Estep 
Score: -25801010.000000 Penalty: 6108.228516
	Iteration 6F: 3 clusters Score -2.580101e+07 nChanged 13861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101777 members 
Mstep: Class 2 contains 121234 members 
Entering Unmasked Estep 
Score: -25809848.000000 Penalty: 6108.228516
	Iteration 7F: 3 clusters Score -2.580985e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 123947 members 
Entering Unmasked Estep 
Score: -25820090.000000 Penalty: 6108.228516
	Iteration 8F: 3 clusters Score -2.582009e+07 nChanged 13302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97618 members 
Mstep: Class 2 contains 125393 members 
Entering Unmasked Estep 
Score: -25830188.000000 Penalty: 6108.228516
	Iteration 9F: 3 clusters Score -2.583019e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97223 members 
Mstep: Class 2 contains 125788 members 
Entering Unmasked Estep 
Score: -25837294.000000 Penalty: 6108.228516
	Iteration 10F: 3 clusters Score -2.583729e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97287 members 
Mstep: Class 2 contains 125724 members 
Entering Unmasked Estep 
Score: -25841466.000000 Penalty: 6108.228516
	Iteration 11Q: 3 clusters Score -2.584147e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97315 members 
Mstep: Class 2 contains 125696 members 
Entering Unmasked Estep 
Score: -25844258.000000 Penalty: 6108.228516
	Iteration 12Q: 3 clusters Score -2.584426e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 125676 members 
Entering Unmasked Estep 
Score: -25846118.000000 Penalty: 6108.228516
	Iteration 13Q: 3 clusters Score -2.584612e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97312 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -25847890.000000 Penalty: 6108.228516
	Iteration 14Q: 3 clusters Score -2.584789e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97181 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -25849230.000000 Penalty: 6108.228516
	Iteration 15Q: 3 clusters Score -2.584923e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -25850110.000000 Penalty: 6108.228516
	Iteration 16Q: 3 clusters Score -2.585011e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 126148 members 
Entering Unmasked Estep 
Score: -25850672.000000 Penalty: 6108.228516
	Iteration 17Q: 3 clusters Score -2.585067e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96553 members 
Mstep: Class 2 contains 126458 members 
Entering Unmasked Estep 
Score: -25851298.000000 Penalty: 6108.228516
	Iteration 18Q: 3 clusters Score -2.58513e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 126893 members 
Entering Unmasked Estep 
Score: -25851760.000000 Penalty: 6108.228516
	Iteration 19Q: 3 clusters Score -2.585176e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 127445 members 
Entering Unmasked Estep 
Score: -25852216.000000 Penalty: 6108.228516
	Iteration 20F: 3 clusters Score -2.585222e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94995 members 
Mstep: Class 2 contains 128016 members 
Entering Unmasked Estep 
Score: -25852602.000000 Penalty: 6108.228516
	Iteration 21Q: 3 clusters Score -2.58526e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94333 members 
Mstep: Class 2 contains 128678 members 
Entering Unmasked Estep 
Score: -25852840.000000 Penalty: 6108.228516
	Iteration 22Q: 3 clusters Score -2.585284e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 129459 members 
Entering Unmasked Estep 
Score: -25853296.000000 Penalty: 6108.228516
	Iteration 23Q: 3 clusters Score -2.58533e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92617 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
Score: -25853652.000000 Penalty: 6108.228516
	Iteration 24Q: 3 clusters Score -2.585365e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -25854128.000000 Penalty: 6108.228516
	Iteration 25Q: 3 clusters Score -2.585413e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 132457 members 
Entering Unmasked Estep 
Score: -25854572.000000 Penalty: 6108.228516
	Iteration 26Q: 3 clusters Score -2.585457e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 133632 members 
Entering Unmasked Estep 
Score: -25855044.000000 Penalty: 6108.228516
	Iteration 27Q: 3 clusters Score -2.585504e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88167 members 
Mstep: Class 2 contains 134844 members 
Entering Unmasked Estep 
Score: -25855910.000000 Penalty: 6108.228516
	Iteration 28Q: 3 clusters Score -2.585591e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 136109 members 
Entering Unmasked Estep 
Score: -25856544.000000 Penalty: 6108.228516
	Iteration 29Q: 3 clusters Score -2.585654e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 137400 members 
Entering Unmasked Estep 
Score: -25857348.000000 Penalty: 6108.228516
	Iteration 30Q: 3 clusters Score -2.585735e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Mstep: Class 2 contains 138607 members 
Entering Unmasked Estep 
Score: -25857878.000000 Penalty: 6108.228516
	Iteration 31Q: 3 clusters Score -2.585788e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 139783 members 
Entering Unmasked Estep 
Score: -25858478.000000 Penalty: 6108.228516
	Iteration 32Q: 3 clusters Score -2.585848e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 140886 members 
Entering Unmasked Estep 
Score: -25858880.000000 Penalty: 6108.228516
	Iteration 33Q: 3 clusters Score -2.585888e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 141871 members 
Entering Unmasked Estep 
Score: -25859090.000000 Penalty: 6108.228516
	Iteration 34Q: 3 clusters Score -2.585909e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 142686 members 
Entering Unmasked Estep 
Score: -25859364.000000 Penalty: 6108.228516
	Iteration 35Q: 3 clusters Score -2.585936e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 143391 members 
Entering Unmasked Estep 
Score: -25859584.000000 Penalty: 6108.228516
	Iteration 36Q: 3 clusters Score -2.585958e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 143968 members 
Entering Unmasked Estep 
Score: -25859608.000000 Penalty: 6108.228516
	Iteration 37Q: 3 clusters Score -2.585961e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 144479 members 
Entering Unmasked Estep 
Score: -25859734.000000 Penalty: 6108.228516
	Iteration 38Q: 3 clusters Score -2.585973e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 144948 members 
Entering Unmasked Estep 
Score: -25859852.000000 Penalty: 6108.228516
	Iteration 39Q: 3 clusters Score -2.585985e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -25859900.000000 Penalty: 6108.228516
	Iteration 40F: 3 clusters Score -2.58599e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 145810 members 
Entering Unmasked Estep 
Score: -25859934.000000 Penalty: 6108.228516
	Iteration 41Q: 3 clusters Score -2.585993e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 146165 members 
Entering Unmasked Estep 
Score: -25859904.000000 Penalty: 6108.228516
	Iteration 42Q: 3 clusters Score -2.58599e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76520 members 
Mstep: Class 2 contains 146491 members 
Entering Unmasked Estep 
Score: -25859926.000000 Penalty: 6108.228516
	Iteration 43Q: 3 clusters Score -2.585993e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76242 members 
Mstep: Class 2 contains 146769 members 
Entering Unmasked Estep 
Score: -25859974.000000 Penalty: 6108.228516
	Iteration 44Q: 3 clusters Score -2.585997e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 147024 members 
Entering Unmasked Estep 
Score: -25859964.000000 Penalty: 6108.228516
	Iteration 45Q: 3 clusters Score -2.585996e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -25859960.000000 Penalty: 6108.228516
	Iteration 46Q: 3 clusters Score -2.585996e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 147496 members 
Entering Unmasked Estep 
Score: -25859976.000000 Penalty: 6108.228516
	Iteration 47Q: 3 clusters Score -2.585998e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -25859948.000000 Penalty: 6108.228516
	Iteration 48Q: 3 clusters Score -2.585995e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 147844 members 
Entering Unmasked Estep 
Score: -25859964.000000 Penalty: 6108.228516
	Iteration 49Q: 3 clusters Score -2.585996e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 147975 members 
Entering Unmasked Estep 
Score: -25860012.000000 Penalty: 6108.228516
	Iteration 50Q: 3 clusters Score -2.586001e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 148115 members 
Entering Unmasked Estep 
Score: -25859996.000000 Penalty: 6108.228516
	Iteration 51Q: 3 clusters Score -2.586e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -25859972.000000 Penalty: 6108.228516
	Iteration 52Q: 3 clusters Score -2.585997e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -25859998.000000 Penalty: 6108.228516
	Iteration 53Q: 3 clusters Score -2.586e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 148488 members 
Entering Unmasked Estep 
Score: -25859980.000000 Penalty: 6108.228516
	Iteration 54Q: 3 clusters Score -2.585998e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -25859958.000000 Penalty: 6108.228516
	Iteration 55Q: 3 clusters Score -2.585996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74344 members 
Mstep: Class 2 contains 148667 members 
Entering Unmasked Estep 
Score: -25859938.000000 Penalty: 6108.228516
	Iteration 56Q: 3 clusters Score -2.585994e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -25859950.000000 Penalty: 6108.228516
	Iteration 57Q: 3 clusters Score -2.585995e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 148794 members 
Entering Unmasked Estep 
Score: -25859940.000000 Penalty: 6108.228516
	Iteration 58Q: 3 clusters Score -2.585994e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -25859958.000000 Penalty: 6108.228516
	Iteration 59Q: 3 clusters Score -2.585996e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 148895 members 
Entering Unmasked Estep 
Score: -25860000.000000 Penalty: 6108.228516
	Iteration 60F: 3 clusters Score -2.586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 148947 members 
Entering Unmasked Estep 
Score: -25859962.000000 Penalty: 6108.228516
	Iteration 61Q: 3 clusters Score -2.585996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -25859948.000000 Penalty: 6108.228516
	Iteration 62Q: 3 clusters Score -2.585995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 149039 members 
Entering Unmasked Estep 
Score: -25859962.000000 Penalty: 6108.228516
	Iteration 63Q: 3 clusters Score -2.585996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -25859936.000000 Penalty: 6108.228516
	Iteration 64Q: 3 clusters Score -2.585994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 149116 members 
Entering Unmasked Estep 
Score: -25859926.000000 Penalty: 6108.228516
	Iteration 65Q: 3 clusters Score -2.585993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 149149 members 
Entering Unmasked Estep 
Score: -25859914.000000 Penalty: 6108.228516
	Iteration 66Q: 3 clusters Score -2.585991e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73832 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -25859878.000000 Penalty: 6108.228516
	Iteration 67Q: 3 clusters Score -2.585988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73808 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -25859898.000000 Penalty: 6108.228516
	Iteration 68Q: 3 clusters Score -2.58599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -25859896.000000 Penalty: 6108.228516
	Iteration 69Q: 3 clusters Score -2.58599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 149260 members 
Entering Unmasked Estep 
Score: -25859932.000000 Penalty: 6108.228516
	Iteration 70Q: 3 clusters Score -2.585993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -25859908.000000 Penalty: 6108.228516
	Iteration 71Q: 3 clusters Score -2.585991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 149294 members 
Entering Unmasked Estep 
Score: -25859924.000000 Penalty: 6108.228516
	Iteration 72Q: 3 clusters Score -2.585992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -25859914.000000 Penalty: 6108.228516
	Iteration 73Q: 3 clusters Score -2.585991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73688 members 
Mstep: Class 2 contains 149323 members 
Entering Unmasked Estep 
Score: -25859918.000000 Penalty: 6108.228516
	Iteration 74Q: 3 clusters Score -2.585992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 149335 members 
Entering Unmasked Estep 
Score: -25859908.000000 Penalty: 6108.228516
	Iteration 75Q: 3 clusters Score -2.585991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 149343 members 
Entering Unmasked Estep 
Score: -25859888.000000 Penalty: 6108.228516
	Iteration 76Q: 3 clusters Score -2.585989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73657 members 
Mstep: Class 2 contains 149354 members 
Entering Unmasked Estep 
Score: -25859898.000000 Penalty: 6108.228516
	Iteration 77Q: 3 clusters Score -2.58599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 149366 members 
Entering Unmasked Estep 
Score: -25859896.000000 Penalty: 6108.228516
	Iteration 78Q: 3 clusters Score -2.58599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -25859900.000000 Penalty: 6108.228516
	Iteration 79Q: 3 clusters Score -2.58599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 149382 members 
Entering Unmasked Estep 
Score: -25859888.000000 Penalty: 6108.228516
	Iteration 80F: 3 clusters Score -2.585989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73623 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -25859886.000000 Penalty: 6108.228516
	Iteration 81Q: 3 clusters Score -2.585989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73612 members 
Mstep: Class 2 contains 149399 members 
Entering Unmasked Estep 
Score: -25859890.000000 Penalty: 6108.228516
	Iteration 82Q: 3 clusters Score -2.585989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -25859874.000000 Penalty: 6108.228516
	Iteration 83Q: 3 clusters Score -2.585987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73593 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -25859880.000000 Penalty: 6108.228516
	Iteration 84Q: 3 clusters Score -2.585988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73590 members 
Mstep: Class 2 contains 149421 members 
Entering Unmasked Estep 
Score: -25859888.000000 Penalty: 6108.228516
	Iteration 85Q: 3 clusters Score -2.585989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 149425 members 
Entering Unmasked Estep 
Score: -25859878.000000 Penalty: 6108.228516
	Iteration 86Q: 3 clusters Score -2.585988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73580 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -25859868.000000 Penalty: 6108.228516
	Iteration 87Q: 3 clusters Score -2.585987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -25859858.000000 Penalty: 6108.228516
	Iteration 88Q: 3 clusters Score -2.585986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -25859862.000000 Penalty: 6108.228516
	Iteration 89Q: 3 clusters Score -2.585986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 149448 members 
Entering Unmasked Estep 
Score: -25859860.000000 Penalty: 6108.228516
	Iteration 90Q: 3 clusters Score -2.585986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 149453 members 
Entering Unmasked Estep 
Score: -25859854.000000 Penalty: 6108.228516
	Iteration 91Q: 3 clusters Score -2.585985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -25859858.000000 Penalty: 6108.228516
	Iteration 92Q: 3 clusters Score -2.585986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 149464 members 
Entering Unmasked Estep 
Score: -25859854.000000 Penalty: 6108.228516
	Iteration 93Q: 3 clusters Score -2.585985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 149474 members 
Entering Unmasked Estep 
Score: -25859848.000000 Penalty: 6108.228516
	Iteration 94Q: 3 clusters Score -2.585985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -25859844.000000 Penalty: 6108.228516
	Iteration 95Q: 3 clusters Score -2.585984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 149481 members 
Entering Unmasked Estep 
Score: -25859844.000000 Penalty: 6108.228516
	Iteration 96Q: 3 clusters Score -2.585984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 149483 members 
Entering Unmasked Estep 
Score: -25859834.000000 Penalty: 6108.228516
	Iteration 97Q: 3 clusters Score -2.585983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73525 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -25859832.000000 Penalty: 6108.228516
	Iteration 98Q: 3 clusters Score -2.585983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -25859838.000000 Penalty: 6108.228516
	Iteration 99Q: 3 clusters Score -2.585984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 149493 members 
Entering Unmasked Estep 
Score: -25859842.000000 Penalty: 6108.228516
	Iteration 100F: 3 clusters Score -2.585984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 149497 members 
Entering Unmasked Estep 
Score: -25859844.000000 Penalty: 6108.228516
	Iteration 101Q: 3 clusters Score -2.585984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 149501 members 
Entering Unmasked Estep 
Score: -25859838.000000 Penalty: 6108.228516
	Iteration 102Q: 3 clusters Score -2.585984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 149503 members 
Entering Unmasked Estep 
Score: -25859844.000000 Penalty: 6108.228516
	Iteration 103Q: 3 clusters Score -2.585984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 149508 members 
Entering Unmasked Estep 
Score: -25859834.000000 Penalty: 6108.228516
	Iteration 104Q: 3 clusters Score -2.585983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 149515 members 
Entering Unmasked Estep 
Score: -25859828.000000 Penalty: 6108.228516
	Iteration 105Q: 3 clusters Score -2.585983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 149523 members 
Entering Unmasked Estep 
Score: -25859824.000000 Penalty: 6108.228516
	Iteration 106Q: 3 clusters Score -2.585982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73481 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -25859814.000000 Penalty: 6108.228516
	Iteration 107Q: 3 clusters Score -2.585981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 149535 members 
Entering Unmasked Estep 
Score: -25859832.000000 Penalty: 6108.228516
	Iteration 108Q: 3 clusters Score -2.585983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 149538 members 
Entering Unmasked Estep 
Score: -25859840.000000 Penalty: 6108.228516
	Iteration 109Q: 3 clusters Score -2.585984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73470 members 
Mstep: Class 2 contains 149541 members 
Entering Unmasked Estep 
Score: -25859830.000000 Penalty: 6108.228516
	Iteration 110Q: 3 clusters Score -2.585983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 149548 members 
Entering Unmasked Estep 
Score: -25859820.000000 Penalty: 6108.228516
	Iteration 111Q: 3 clusters Score -2.585982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73458 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -25859830.000000 Penalty: 6108.228516
	Iteration 112Q: 3 clusters Score -2.585983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73452 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -25859836.000000 Penalty: 6108.228516
	Iteration 113Q: 3 clusters Score -2.585984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73447 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -25859832.000000 Penalty: 6108.228516
	Iteration 114Q: 3 clusters Score -2.585983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 149568 members 
Entering Unmasked Estep 
Score: -25859842.000000 Penalty: 6108.228516
	Iteration 115Q: 3 clusters Score -2.585984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -25859838.000000 Penalty: 6108.228516
	Iteration 116Q: 3 clusters Score -2.585984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73441 members 
Mstep: Class 2 contains 149570 members 
Entering Unmasked Estep 
Score: -25859844.000000 Penalty: 6108.228516
	Iteration 117Q: 3 clusters Score -2.585984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -25859836.000000 Penalty: 6108.228516
	Iteration 118Q: 3 clusters Score -2.585984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73440 members 
Mstep: Class 2 contains 149571 members 
Entering Unmasked Estep 
Score: -25859836.000000 Penalty: 6108.228516
	Iteration 119F: 3 clusters Score -2.585984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 120433 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59753 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27031 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 240843 members 
Mstep: Class 17 contains 270002 members 
Mstep: Class 18 contains 192276 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 73440 members 
Mstep: Class 26 contains 9667 members 
Mstep: Class 27 contains 35791 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 137297 members 
Mstep: Class 30 contains 23141 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71008 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 39051 members 
Mstep: Class 37 contains 175810 members 
Mstep: Class 38 contains 38095 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5785 members 
Mstep: Class 41 contains 1210 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 149571 members 
Entering Unmasked Estep 
Score: -225947280.000000 Penalty: 154790.421875
Splitting cluster 25 changes total score from -225943056.000000 to -225947280.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 26 (9667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Entering Unmasked Estep 
Score: -1141464.625000 Penalty: 2275.765381
	Iteration 0F: 2 clusters Score -1141465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1134010.875000 Penalty: 4551.530762
	Iteration 0F: 3 clusters Score -1134011 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1136218.500000 Penalty: 4551.530762
	Iteration 1F: 3 clusters Score -1136218 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1136581.500000 Penalty: 4551.530762
	Iteration 2F: 3 clusters Score -1136582 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1136859.500000 Penalty: 4551.530762
	Iteration 3F: 3 clusters Score -1136860 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1137089.250000 Penalty: 4551.530762
	Iteration 4Q: 3 clusters Score -1137089 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1137325.000000 Penalty: 4551.530762
	Iteration 5Q: 3 clusters Score -1137325 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1137555.250000 Penalty: 4551.530762
	Iteration 6Q: 3 clusters Score -1137555 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1137779.375000 Penalty: 4551.530762
	Iteration 7Q: 3 clusters Score -1137779 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1138025.750000 Penalty: 4551.530762
	Iteration 8Q: 3 clusters Score -1138026 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1138279.750000 Penalty: 4551.530762
	Iteration 9Q: 3 clusters Score -1138280 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1138493.000000 Penalty: 4551.530762
	Iteration 10Q: 3 clusters Score -1138493 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1138666.625000 Penalty: 4551.530762
	Iteration 11Q: 3 clusters Score -1138667 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1138801.000000 Penalty: 4551.530762
	Iteration 12Q: 3 clusters Score -1138801 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1138918.875000 Penalty: 4551.530762
	Iteration 13Q: 3 clusters Score -1138919 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1139003.500000 Penalty: 4551.530762
	Iteration 14Q: 3 clusters Score -1139004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1139082.375000 Penalty: 4551.530762
	Iteration 15Q: 3 clusters Score -1139082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1139152.000000 Penalty: 4551.530762
	Iteration 16Q: 3 clusters Score -1139152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1139196.500000 Penalty: 4551.530762
	Iteration 17Q: 3 clusters Score -1139196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1139228.000000 Penalty: 4551.530762
	Iteration 18Q: 3 clusters Score -1139228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1139257.250000 Penalty: 4551.530762
	Iteration 19Q: 3 clusters Score -1139257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1139273.625000 Penalty: 4551.530762
	Iteration 20F: 3 clusters Score -1139274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1139287.375000 Penalty: 4551.530762
	Iteration 21Q: 3 clusters Score -1139287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1139295.750000 Penalty: 4551.530762
	Iteration 22Q: 3 clusters Score -1139296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1139306.375000 Penalty: 4551.530762
	Iteration 23Q: 3 clusters Score -1139306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1139311.625000 Penalty: 4551.530762
	Iteration 24Q: 3 clusters Score -1139312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1139323.750000 Penalty: 4551.530762
	Iteration 25Q: 3 clusters Score -1139324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1139336.875000 Penalty: 4551.530762
	Iteration 26Q: 3 clusters Score -1139337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1139342.250000 Penalty: 4551.530762
	Iteration 27Q: 3 clusters Score -1139342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1139351.000000 Penalty: 4551.530762
	Iteration 28Q: 3 clusters Score -1139351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1139359.875000 Penalty: 4551.530762
	Iteration 29Q: 3 clusters Score -1139360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1139362.875000 Penalty: 4551.530762
	Iteration 30Q: 3 clusters Score -1139363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1139368.125000 Penalty: 4551.530762
	Iteration 31Q: 3 clusters Score -1139368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1139373.250000 Penalty: 4551.530762
	Iteration 32Q: 3 clusters Score -1139373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1139377.000000 Penalty: 4551.530762
	Iteration 33Q: 3 clusters Score -1139377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1139387.500000 Penalty: 4551.530762
	Iteration 34Q: 3 clusters Score -1139388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1139392.125000 Penalty: 4551.530762
	Iteration 35Q: 3 clusters Score -1139392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1139397.875000 Penalty: 4551.530762
	Iteration 36Q: 3 clusters Score -1139398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1139400.375000 Penalty: 4551.530762
	Iteration 37Q: 3 clusters Score -1139400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1139404.875000 Penalty: 4551.530762
	Iteration 38Q: 3 clusters Score -1139405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1139407.000000 Penalty: 4551.530762
	Iteration 39Q: 3 clusters Score -1139407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1139412.500000 Penalty: 4551.530762
	Iteration 40F: 3 clusters Score -1139412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1139414.875000 Penalty: 4551.530762
	Iteration 41Q: 3 clusters Score -1139415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1139419.250000 Penalty: 4551.530762
	Iteration 42Q: 3 clusters Score -1139419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1139419.250000 Penalty: 4551.530762
	Iteration 43Q: 3 clusters Score -1139419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1139420.250000 Penalty: 4551.530762
	Iteration 44Q: 3 clusters Score -1139420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1139420.250000 Penalty: 4551.530762
	Iteration 45Q: 3 clusters Score -1139420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1139420.500000 Penalty: 4551.530762
	Iteration 46Q: 3 clusters Score -1139420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1139420.125000 Penalty: 4551.530762
	Iteration 47Q: 3 clusters Score -1139420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1139420.375000 Penalty: 4551.530762
	Iteration 48Q: 3 clusters Score -1139420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1139421.250000 Penalty: 4551.530762
	Iteration 49Q: 3 clusters Score -1139421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1139424.875000 Penalty: 4551.530762
	Iteration 50Q: 3 clusters Score -1139425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1139427.000000 Penalty: 4551.530762
	Iteration 51Q: 3 clusters Score -1139427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1139430.500000 Penalty: 4551.530762
	Iteration 52Q: 3 clusters Score -1139430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1139431.750000 Penalty: 4551.530762
	Iteration 53Q: 3 clusters Score -1139432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1139434.125000 Penalty: 4551.530762
	Iteration 54Q: 3 clusters Score -1139434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1139436.625000 Penalty: 4551.530762
	Iteration 55Q: 3 clusters Score -1139437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1139442.250000 Penalty: 4551.530762
	Iteration 56Q: 3 clusters Score -1139442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1139445.250000 Penalty: 4551.530762
	Iteration 57Q: 3 clusters Score -1139445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1139445.000000 Penalty: 4551.530762
	Iteration 58Q: 3 clusters Score -1139445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1139449.625000 Penalty: 4551.530762
	Iteration 59Q: 3 clusters Score -1139450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1139451.500000 Penalty: 4551.530762
	Iteration 60F: 3 clusters Score -1139452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1139455.250000 Penalty: 4551.530762
	Iteration 61Q: 3 clusters Score -1139455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1139459.000000 Penalty: 4551.530762
	Iteration 62Q: 3 clusters Score -1139459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1139460.625000 Penalty: 4551.530762
	Iteration 63Q: 3 clusters Score -1139461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1139461.125000 Penalty: 4551.530762
	Iteration 64Q: 3 clusters Score -1139461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1139461.125000 Penalty: 4551.530762
	Iteration 65F: 3 clusters Score -1139461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Entering Unmasked Estep 
Score: -4182446.000000 Penalty: 2600.392090
	Iteration 0F: 2 clusters Score -4182446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -4157914.500000 Penalty: 5200.784180
	Iteration 0F: 3 clusters Score -4157914 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4167135.250000 Penalty: 5200.784180
	Iteration 1F: 3 clusters Score -4167135 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4167988.000000 Penalty: 5200.784180
	Iteration 2F: 3 clusters Score -4167988 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4169051.000000 Penalty: 5200.784180
	Iteration 3F: 3 clusters Score -4169051 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4170433.000000 Penalty: 5200.784180
	Iteration 4F: 3 clusters Score -4170433 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -4171936.750000 Penalty: 5200.784180
	Iteration 5F: 3 clusters Score -4171937 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4173492.250000 Penalty: 5200.784180
	Iteration 6F: 3 clusters Score -4173492 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -4174849.000000 Penalty: 5200.784180
	Iteration 7F: 3 clusters Score -4174849 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4176014.250000 Penalty: 5200.784180
	Iteration 8F: 3 clusters Score -4176014 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4177023.000000 Penalty: 5200.784180
	Iteration 9Q: 3 clusters Score -4177023 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -4177890.000000 Penalty: 5200.784180
	Iteration 10Q: 3 clusters Score -4177890 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4178630.500000 Penalty: 5200.784180
	Iteration 11Q: 3 clusters Score -4178630 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4179203.250000 Penalty: 5200.784180
	Iteration 12Q: 3 clusters Score -4179203 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4179573.250000 Penalty: 5200.784180
	Iteration 13Q: 3 clusters Score -4179573 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4179806.000000 Penalty: 5200.784180
	Iteration 14Q: 3 clusters Score -4179806 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4179970.000000 Penalty: 5200.784180
	Iteration 15Q: 3 clusters Score -4179970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4180064.000000 Penalty: 5200.784180
	Iteration 16Q: 3 clusters Score -4180064 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4180117.500000 Penalty: 5200.784180
	Iteration 17Q: 3 clusters Score -4180118 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4180182.500000 Penalty: 5200.784180
	Iteration 18Q: 3 clusters Score -4180182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4180220.000000 Penalty: 5200.784180
	Iteration 19Q: 3 clusters Score -4180220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4180245.500000 Penalty: 5200.784180
	Iteration 20F: 3 clusters Score -4180246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4180274.000000 Penalty: 5200.784180
	Iteration 21Q: 3 clusters Score -4180274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4180300.250000 Penalty: 5200.784180
	Iteration 22Q: 3 clusters Score -4180300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4180310.250000 Penalty: 5200.784180
	Iteration 23Q: 3 clusters Score -4180310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4180312.750000 Penalty: 5200.784180
	Iteration 24Q: 3 clusters Score -4180313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4180312.250000 Penalty: 5200.784180
	Iteration 25Q: 3 clusters Score -4180312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4180320.500000 Penalty: 5200.784180
	Iteration 26Q: 3 clusters Score -4180320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4180319.000000 Penalty: 5200.784180
	Iteration 27Q: 3 clusters Score -4180319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4180323.250000 Penalty: 5200.784180
	Iteration 28Q: 3 clusters Score -4180323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4180330.500000 Penalty: 5200.784180
	Iteration 29Q: 3 clusters Score -4180330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4180337.000000 Penalty: 5200.784180
	Iteration 30Q: 3 clusters Score -4180337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4180336.000000 Penalty: 5200.784180
	Iteration 31Q: 3 clusters Score -4180336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4180339.250000 Penalty: 5200.784180
	Iteration 32Q: 3 clusters Score -4180339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4180338.250000 Penalty: 5200.784180
	Iteration 33Q: 3 clusters Score -4180338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4180336.750000 Penalty: 5200.784180
	Iteration 34Q: 3 clusters Score -4180337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4180335.500000 Penalty: 5200.784180
	Iteration 35Q: 3 clusters Score -4180336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4180335.500000 Penalty: 5200.784180
	Iteration 36F: 3 clusters Score -4180336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Entering Unmasked Estep 
Score: -986559.562500 Penalty: 2256.653564
	Iteration 0F: 2 clusters Score -986559.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -979636.250000 Penalty: 4513.307129
	Iteration 0F: 3 clusters Score -979636.2 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -981912.625000 Penalty: 4513.307129
	Iteration 1F: 3 clusters Score -981912.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -982651.812500 Penalty: 4513.307129
	Iteration 2F: 3 clusters Score -982651.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -983280.625000 Penalty: 4513.307129
	Iteration 3F: 3 clusters Score -983280.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -983856.937500 Penalty: 4513.307129
	Iteration 4F: 3 clusters Score -983856.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -984299.687500 Penalty: 4513.307129
	Iteration 5F: 3 clusters Score -984299.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -984596.750000 Penalty: 4513.307129
	Iteration 6F: 3 clusters Score -984596.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -984822.875000 Penalty: 4513.307129
	Iteration 7Q: 3 clusters Score -984822.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -985007.000000 Penalty: 4513.307129
	Iteration 8Q: 3 clusters Score -985007 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -985144.000000 Penalty: 4513.307129
	Iteration 9Q: 3 clusters Score -985144 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -985248.625000 Penalty: 4513.307129
	Iteration 10Q: 3 clusters Score -985248.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -985333.250000 Penalty: 4513.307129
	Iteration 11Q: 3 clusters Score -985333.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -985396.625000 Penalty: 4513.307129
	Iteration 12Q: 3 clusters Score -985396.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -985446.687500 Penalty: 4513.307129
	Iteration 13Q: 3 clusters Score -985446.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -985484.312500 Penalty: 4513.307129
	Iteration 14Q: 3 clusters Score -985484.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -985515.812500 Penalty: 4513.307129
	Iteration 15Q: 3 clusters Score -985515.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -985541.437500 Penalty: 4513.307129
	Iteration 16Q: 3 clusters Score -985541.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -985569.625000 Penalty: 4513.307129
	Iteration 17Q: 3 clusters Score -985569.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -985596.812500 Penalty: 4513.307129
	Iteration 18Q: 3 clusters Score -985596.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -985624.125000 Penalty: 4513.307129
	Iteration 19Q: 3 clusters Score -985624.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -985648.875000 Penalty: 4513.307129
	Iteration 20F: 3 clusters Score -985648.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -985666.500000 Penalty: 4513.307129
	Iteration 21Q: 3 clusters Score -985666.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -985677.812500 Penalty: 4513.307129
	Iteration 22Q: 3 clusters Score -985677.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -985685.687500 Penalty: 4513.307129
	Iteration 23Q: 3 clusters Score -985685.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -985694.812500 Penalty: 4513.307129
	Iteration 24Q: 3 clusters Score -985694.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -985700.500000 Penalty: 4513.307129
	Iteration 25Q: 3 clusters Score -985700.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -985705.937500 Penalty: 4513.307129
	Iteration 26Q: 3 clusters Score -985705.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -985711.437500 Penalty: 4513.307129
	Iteration 27Q: 3 clusters Score -985711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -985718.687500 Penalty: 4513.307129
	Iteration 28Q: 3 clusters Score -985718.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -985725.875000 Penalty: 4513.307129
	Iteration 29Q: 3 clusters Score -985725.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -985731.500000 Penalty: 4513.307129
	Iteration 30Q: 3 clusters Score -985731.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -985737.125000 Penalty: 4513.307129
	Iteration 31Q: 3 clusters Score -985737.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -985744.125000 Penalty: 4513.307129
	Iteration 32Q: 3 clusters Score -985744.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -985749.187500 Penalty: 4513.307129
	Iteration 33Q: 3 clusters Score -985749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -985752.125000 Penalty: 4513.307129
	Iteration 34Q: 3 clusters Score -985752.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -985755.750000 Penalty: 4513.307129
	Iteration 35Q: 3 clusters Score -985755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -985758.312500 Penalty: 4513.307129
	Iteration 36Q: 3 clusters Score -985758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -985758.500000 Penalty: 4513.307129
	Iteration 37Q: 3 clusters Score -985758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -985761.187500 Penalty: 4513.307129
	Iteration 38Q: 3 clusters Score -985761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -985760.312500 Penalty: 4513.307129
	Iteration 39Q: 3 clusters Score -985760.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -985760.812500 Penalty: 4513.307129
	Iteration 40F: 3 clusters Score -985760.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -985761.687500 Penalty: 4513.307129
	Iteration 41Q: 3 clusters Score -985761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -985762.812500 Penalty: 4513.307129
	Iteration 42Q: 3 clusters Score -985762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -985764.125000 Penalty: 4513.307129
	Iteration 43Q: 3 clusters Score -985764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -985764.125000 Penalty: 4513.307129
	Iteration 44Q: 3 clusters Score -985764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -985767.250000 Penalty: 4513.307129
	Iteration 45Q: 3 clusters Score -985767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -985767.500000 Penalty: 4513.307129
	Iteration 46Q: 3 clusters Score -985767.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -985768.812500 Penalty: 4513.307129
	Iteration 47Q: 3 clusters Score -985768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -985767.437500 Penalty: 4513.307129
	Iteration 48Q: 3 clusters Score -985767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -985768.437500 Penalty: 4513.307129
	Iteration 49Q: 3 clusters Score -985768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -985769.562500 Penalty: 4513.307129
	Iteration 50Q: 3 clusters Score -985769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -985770.000000 Penalty: 4513.307129
	Iteration 51Q: 3 clusters Score -985770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -985771.125000 Penalty: 4513.307129
	Iteration 52Q: 3 clusters Score -985771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -985772.562500 Penalty: 4513.307129
	Iteration 53Q: 3 clusters Score -985772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -985773.437500 Penalty: 4513.307129
	Iteration 54Q: 3 clusters Score -985773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -985773.562500 Penalty: 4513.307129
	Iteration 55Q: 3 clusters Score -985773.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -985774.187500 Penalty: 4513.307129
	Iteration 56Q: 3 clusters Score -985774.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -985775.437500 Penalty: 4513.307129
	Iteration 57Q: 3 clusters Score -985775.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -985775.437500 Penalty: 4513.307129
	Iteration 58F: 3 clusters Score -985775.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (137297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137297 members 
Entering Unmasked Estep 
Score: -16183355.000000 Penalty: 2933.815674
	Iteration 0F: 2 clusters Score -1.618336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68891 members 
Mstep: Class 2 contains 68406 members 
Entering Unmasked Estep 
Score: -16091445.000000 Penalty: 5867.631348
	Iteration 0F: 3 clusters Score -1.609144e+07 nChanged 65459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -16130546.000000 Penalty: 5867.631348
	Iteration 1F: 3 clusters Score -1.613055e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -16133331.000000 Penalty: 5867.631348
	Iteration 2Q: 3 clusters Score -1.613333e+07 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81628 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -16138529.000000 Penalty: 5867.631348
	Iteration 3F: 3 clusters Score -1.613853e+07 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -16145512.000000 Penalty: 5867.631348
	Iteration 4F: 3 clusters Score -1.614551e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96277 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -16153249.000000 Penalty: 5867.631348
	Iteration 5F: 3 clusters Score -1.615325e+07 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103765 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -16160468.000000 Penalty: 5867.631348
	Iteration 6F: 3 clusters Score -1.616047e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -16166939.000000 Penalty: 5867.631348
	Iteration 7F: 3 clusters Score -1.616694e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115420 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -16172960.000000 Penalty: 5867.631348
	Iteration 8Q: 3 clusters Score -1.617296e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118863 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -16177205.000000 Penalty: 5867.631348
	Iteration 9Q: 3 clusters Score -1.61772e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120986 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -16180109.000000 Penalty: 5867.631348
	Iteration 10Q: 3 clusters Score -1.618011e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122298 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -16181598.000000 Penalty: 5867.631348
	Iteration 11Q: 3 clusters Score -1.61816e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123214 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -16182237.000000 Penalty: 5867.631348
	Iteration 12Q: 3 clusters Score -1.618224e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123962 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -16182595.000000 Penalty: 5867.631348
	Iteration 13Q: 3 clusters Score -1.61826e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124628 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -16182844.000000 Penalty: 5867.631348
	Iteration 14Q: 3 clusters Score -1.618284e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125198 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -16183104.000000 Penalty: 5867.631348
	Iteration 15Q: 3 clusters Score -1.61831e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125634 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -16183192.000000 Penalty: 5867.631348
	Iteration 16Q: 3 clusters Score -1.618319e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126058 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -16183288.000000 Penalty: 5867.631348
	Iteration 17Q: 3 clusters Score -1.618329e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -16183391.000000 Penalty: 5867.631348
	Iteration 18Q: 3 clusters Score -1.618339e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126790 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -16183454.000000 Penalty: 5867.631348
	Iteration 19Q: 3 clusters Score -1.618345e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127064 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -16183511.000000 Penalty: 5867.631348
	Iteration 20F: 3 clusters Score -1.618351e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127286 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -16183517.000000 Penalty: 5867.631348
	Iteration 21Q: 3 clusters Score -1.618352e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -16183520.000000 Penalty: 5867.631348
	Iteration 22Q: 3 clusters Score -1.618352e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127634 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -16183510.000000 Penalty: 5867.631348
	Iteration 23Q: 3 clusters Score -1.618351e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127788 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -16183528.000000 Penalty: 5867.631348
	Iteration 24Q: 3 clusters Score -1.618353e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127915 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -16183541.000000 Penalty: 5867.631348
	Iteration 25Q: 3 clusters Score -1.618354e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -16183572.000000 Penalty: 5867.631348
	Iteration 26Q: 3 clusters Score -1.618357e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -16183603.000000 Penalty: 5867.631348
	Iteration 27Q: 3 clusters Score -1.61836e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128249 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -16183636.000000 Penalty: 5867.631348
	Iteration 28Q: 3 clusters Score -1.618364e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128348 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -16183627.000000 Penalty: 5867.631348
	Iteration 29Q: 3 clusters Score -1.618363e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -16183644.000000 Penalty: 5867.631348
	Iteration 30Q: 3 clusters Score -1.618364e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -16183617.000000 Penalty: 5867.631348
	Iteration 31Q: 3 clusters Score -1.618362e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128584 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -16183642.000000 Penalty: 5867.631348
	Iteration 32Q: 3 clusters Score -1.618364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128639 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -16183637.000000 Penalty: 5867.631348
	Iteration 33Q: 3 clusters Score -1.618364e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128689 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -16183626.000000 Penalty: 5867.631348
	Iteration 34Q: 3 clusters Score -1.618363e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128742 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -16183616.000000 Penalty: 5867.631348
	Iteration 35Q: 3 clusters Score -1.618362e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128789 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -16183622.000000 Penalty: 5867.631348
	Iteration 36Q: 3 clusters Score -1.618362e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128842 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -16183626.000000 Penalty: 5867.631348
	Iteration 37Q: 3 clusters Score -1.618363e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128887 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -16183629.000000 Penalty: 5867.631348
	Iteration 38Q: 3 clusters Score -1.618363e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -16183616.000000 Penalty: 5867.631348
	Iteration 39Q: 3 clusters Score -1.618362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -16183624.000000 Penalty: 5867.631348
	Iteration 40F: 3 clusters Score -1.618362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128988 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -16183639.000000 Penalty: 5867.631348
	Iteration 41Q: 3 clusters Score -1.618364e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -16183632.000000 Penalty: 5867.631348
	Iteration 42Q: 3 clusters Score -1.618363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129027 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -16183632.000000 Penalty: 5867.631348
	Iteration 43Q: 3 clusters Score -1.618363e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129052 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -16183615.000000 Penalty: 5867.631348
	Iteration 44Q: 3 clusters Score -1.618362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129077 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -16183607.000000 Penalty: 5867.631348
	Iteration 45Q: 3 clusters Score -1.618361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129102 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -16183616.000000 Penalty: 5867.631348
	Iteration 46Q: 3 clusters Score -1.618362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129122 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -16183606.000000 Penalty: 5867.631348
	Iteration 47Q: 3 clusters Score -1.618361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129140 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -16183614.000000 Penalty: 5867.631348
	Iteration 48Q: 3 clusters Score -1.618361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -16183623.000000 Penalty: 5867.631348
	Iteration 49Q: 3 clusters Score -1.618362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129170 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -16183613.000000 Penalty: 5867.631348
	Iteration 50Q: 3 clusters Score -1.618361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129185 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -16183609.000000 Penalty: 5867.631348
	Iteration 51Q: 3 clusters Score -1.618361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129200 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -16183602.000000 Penalty: 5867.631348
	Iteration 52Q: 3 clusters Score -1.61836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -16183598.000000 Penalty: 5867.631348
	Iteration 53Q: 3 clusters Score -1.61836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129224 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -16183582.000000 Penalty: 5867.631348
	Iteration 54Q: 3 clusters Score -1.618358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129236 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -16183603.000000 Penalty: 5867.631348
	Iteration 55Q: 3 clusters Score -1.61836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129258 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -16183601.000000 Penalty: 5867.631348
	Iteration 56Q: 3 clusters Score -1.61836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -16183604.000000 Penalty: 5867.631348
	Iteration 57Q: 3 clusters Score -1.61836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129313 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -16183609.000000 Penalty: 5867.631348
	Iteration 58Q: 3 clusters Score -1.618361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -16183620.000000 Penalty: 5867.631348
	Iteration 59Q: 3 clusters Score -1.618362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129352 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -16183635.000000 Penalty: 5867.631348
	Iteration 60F: 3 clusters Score -1.618364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -16183653.000000 Penalty: 5867.631348
	Iteration 61Q: 3 clusters Score -1.618365e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129402 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -16183645.000000 Penalty: 5867.631348
	Iteration 62Q: 3 clusters Score -1.618364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129419 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -16183651.000000 Penalty: 5867.631348
	Iteration 63Q: 3 clusters Score -1.618365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129431 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -16183647.000000 Penalty: 5867.631348
	Iteration 64Q: 3 clusters Score -1.618365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129439 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -16183660.000000 Penalty: 5867.631348
	Iteration 65Q: 3 clusters Score -1.618366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129444 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -16183653.000000 Penalty: 5867.631348
	Iteration 66Q: 3 clusters Score -1.618365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129452 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -16183644.000000 Penalty: 5867.631348
	Iteration 67Q: 3 clusters Score -1.618364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129455 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -16183647.000000 Penalty: 5867.631348
	Iteration 68Q: 3 clusters Score -1.618365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129456 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -16183651.000000 Penalty: 5867.631348
	Iteration 69Q: 3 clusters Score -1.618365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129460 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -16183655.000000 Penalty: 5867.631348
	Iteration 70Q: 3 clusters Score -1.618366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129467 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -16183653.000000 Penalty: 5867.631348
	Iteration 71Q: 3 clusters Score -1.618365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129476 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -16183663.000000 Penalty: 5867.631348
	Iteration 72Q: 3 clusters Score -1.618366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129486 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -16183672.000000 Penalty: 5867.631348
	Iteration 73Q: 3 clusters Score -1.618367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129495 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -16183667.000000 Penalty: 5867.631348
	Iteration 74Q: 3 clusters Score -1.618367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -16183672.000000 Penalty: 5867.631348
	Iteration 75Q: 3 clusters Score -1.618367e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129521 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -16183669.000000 Penalty: 5867.631348
	Iteration 76Q: 3 clusters Score -1.618367e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -16183675.000000 Penalty: 5867.631348
	Iteration 77Q: 3 clusters Score -1.618368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129548 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -16183679.000000 Penalty: 5867.631348
	Iteration 78Q: 3 clusters Score -1.618368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129562 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -16183687.000000 Penalty: 5867.631348
	Iteration 79Q: 3 clusters Score -1.618369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129571 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -16183693.000000 Penalty: 5867.631348
	Iteration 80F: 3 clusters Score -1.618369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129581 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -16183684.000000 Penalty: 5867.631348
	Iteration 81Q: 3 clusters Score -1.618368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129589 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -16183684.000000 Penalty: 5867.631348
	Iteration 82Q: 3 clusters Score -1.618368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129597 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -16183684.000000 Penalty: 5867.631348
	Iteration 83Q: 3 clusters Score -1.618368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129608 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -16183696.000000 Penalty: 5867.631348
	Iteration 84Q: 3 clusters Score -1.61837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129620 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -16183677.000000 Penalty: 5867.631348
	Iteration 85Q: 3 clusters Score -1.618368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129630 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -16183675.000000 Penalty: 5867.631348
	Iteration 86Q: 3 clusters Score -1.618368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -16183666.000000 Penalty: 5867.631348
	Iteration 87Q: 3 clusters Score -1.618367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129650 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -16183661.000000 Penalty: 5867.631348
	Iteration 88Q: 3 clusters Score -1.618366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129654 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -16183659.000000 Penalty: 5867.631348
	Iteration 89Q: 3 clusters Score -1.618366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129663 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -16183664.000000 Penalty: 5867.631348
	Iteration 90Q: 3 clusters Score -1.618366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -16183665.000000 Penalty: 5867.631348
	Iteration 91Q: 3 clusters Score -1.618366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129669 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -16183665.000000 Penalty: 5867.631348
	Iteration 92Q: 3 clusters Score -1.618366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129674 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -16183679.000000 Penalty: 5867.631348
	Iteration 93Q: 3 clusters Score -1.618368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129681 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -16183663.000000 Penalty: 5867.631348
	Iteration 94Q: 3 clusters Score -1.618366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129683 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -16183672.000000 Penalty: 5867.631348
	Iteration 95Q: 3 clusters Score -1.618367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -16183669.000000 Penalty: 5867.631348
	Iteration 96Q: 3 clusters Score -1.618367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -16183670.000000 Penalty: 5867.631348
	Iteration 97Q: 3 clusters Score -1.618367e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129685 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -16183659.000000 Penalty: 5867.631348
	Iteration 98Q: 3 clusters Score -1.618366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -16183666.000000 Penalty: 5867.631348
	Iteration 99Q: 3 clusters Score -1.618367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129689 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -16183668.000000 Penalty: 5867.631348
	Iteration 100F: 3 clusters Score -1.618367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129692 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -16183660.000000 Penalty: 5867.631348
	Iteration 101Q: 3 clusters Score -1.618366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129694 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -16183661.000000 Penalty: 5867.631348
	Iteration 102Q: 3 clusters Score -1.618366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129698 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -16183664.000000 Penalty: 5867.631348
	Iteration 103Q: 3 clusters Score -1.618366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129700 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -16183667.000000 Penalty: 5867.631348
	Iteration 104Q: 3 clusters Score -1.618367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129704 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -16183675.000000 Penalty: 5867.631348
	Iteration 105Q: 3 clusters Score -1.618368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129707 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -16183680.000000 Penalty: 5867.631348
	Iteration 106Q: 3 clusters Score -1.618368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129713 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -16183663.000000 Penalty: 5867.631348
	Iteration 107Q: 3 clusters Score -1.618366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129716 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -16183679.000000 Penalty: 5867.631348
	Iteration 108Q: 3 clusters Score -1.618368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129718 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -16183683.000000 Penalty: 5867.631348
	Iteration 109Q: 3 clusters Score -1.618368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129721 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -16183679.000000 Penalty: 5867.631348
	Iteration 110Q: 3 clusters Score -1.618368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129721 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -16183679.000000 Penalty: 5867.631348
	Iteration 111F: 3 clusters Score -1.618368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 120433 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59753 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27031 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 240843 members 
Mstep: Class 17 contains 270002 members 
Mstep: Class 18 contains 192276 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 73440 members 
Mstep: Class 26 contains 9667 members 
Mstep: Class 27 contains 35791 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 129721 members 
Mstep: Class 30 contains 23141 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71008 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 39051 members 
Mstep: Class 37 contains 175810 members 
Mstep: Class 38 contains 38095 members 
Mstep: Class 39 contains 836 members 
Mstep: Class 40 contains 5785 members 
Mstep: Class 41 contains 1210 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 149571 members 
Mstep: Class 44 contains 7576 members 
Entering Unmasked Estep 
Score: -225945152.000000 Penalty: 158390.203125
Splitting cluster 29 changes total score from -225943056.000000 to -225945152.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 30 (23141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Entering Unmasked Estep 
Score: -2658413.250000 Penalty: 2492.241699
	Iteration 0F: 2 clusters Score -2658413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2642253.500000 Penalty: 4984.483398
	Iteration 0F: 3 clusters Score -2642254 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2647754.750000 Penalty: 4984.483398
	Iteration 1F: 3 clusters Score -2647755 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2648181.250000 Penalty: 4984.483398
	Iteration 2Q: 3 clusters Score -2648181 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2648614.750000 Penalty: 4984.483398
	Iteration 3Q: 3 clusters Score -2648615 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2649077.500000 Penalty: 4984.483398
	Iteration 4Q: 3 clusters Score -2649078 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2649650.250000 Penalty: 4984.483398
	Iteration 5Q: 3 clusters Score -2649650 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2650249.250000 Penalty: 4984.483398
	Iteration 6Q: 3 clusters Score -2650249 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2650891.750000 Penalty: 4984.483398
	Iteration 7Q: 3 clusters Score -2650892 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2651626.750000 Penalty: 4984.483398
	Iteration 8Q: 3 clusters Score -2651627 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2652300.500000 Penalty: 4984.483398
	Iteration 9Q: 3 clusters Score -2652300 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2652950.750000 Penalty: 4984.483398
	Iteration 10Q: 3 clusters Score -2652951 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2653543.750000 Penalty: 4984.483398
	Iteration 11Q: 3 clusters Score -2653544 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2654063.750000 Penalty: 4984.483398
	Iteration 12Q: 3 clusters Score -2654064 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2654535.750000 Penalty: 4984.483398
	Iteration 13Q: 3 clusters Score -2654536 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2654939.500000 Penalty: 4984.483398
	Iteration 14Q: 3 clusters Score -2654940 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2655219.750000 Penalty: 4984.483398
	Iteration 15Q: 3 clusters Score -2655220 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2655472.000000 Penalty: 4984.483398
	Iteration 16Q: 3 clusters Score -2655472 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2655651.000000 Penalty: 4984.483398
	Iteration 17Q: 3 clusters Score -2655651 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2655794.500000 Penalty: 4984.483398
	Iteration 18Q: 3 clusters Score -2655794 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2655911.500000 Penalty: 4984.483398
	Iteration 19Q: 3 clusters Score -2655912 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2655992.000000 Penalty: 4984.483398
	Iteration 20F: 3 clusters Score -2655992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2656054.750000 Penalty: 4984.483398
	Iteration 21Q: 3 clusters Score -2656055 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2656100.000000 Penalty: 4984.483398
	Iteration 22Q: 3 clusters Score -2656100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2656127.000000 Penalty: 4984.483398
	Iteration 23Q: 3 clusters Score -2656127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2656147.500000 Penalty: 4984.483398
	Iteration 24Q: 3 clusters Score -2656148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2656169.500000 Penalty: 4984.483398
	Iteration 25Q: 3 clusters Score -2656170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2656196.500000 Penalty: 4984.483398
	Iteration 26Q: 3 clusters Score -2656196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2656216.500000 Penalty: 4984.483398
	Iteration 27Q: 3 clusters Score -2656216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2656234.250000 Penalty: 4984.483398
	Iteration 28Q: 3 clusters Score -2656234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2656251.750000 Penalty: 4984.483398
	Iteration 29Q: 3 clusters Score -2656252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2656262.750000 Penalty: 4984.483398
	Iteration 30Q: 3 clusters Score -2656263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2656274.750000 Penalty: 4984.483398
	Iteration 31Q: 3 clusters Score -2656275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2656284.250000 Penalty: 4984.483398
	Iteration 32Q: 3 clusters Score -2656284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2656292.500000 Penalty: 4984.483398
	Iteration 33Q: 3 clusters Score -2656292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2656299.000000 Penalty: 4984.483398
	Iteration 34Q: 3 clusters Score -2656299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2656308.250000 Penalty: 4984.483398
	Iteration 35Q: 3 clusters Score -2656308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2656313.750000 Penalty: 4984.483398
	Iteration 36Q: 3 clusters Score -2656314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2656320.500000 Penalty: 4984.483398
	Iteration 37Q: 3 clusters Score -2656320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2656327.250000 Penalty: 4984.483398
	Iteration 38Q: 3 clusters Score -2656327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2656327.750000 Penalty: 4984.483398
	Iteration 39Q: 3 clusters Score -2656328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2656328.000000 Penalty: 4984.483398
	Iteration 40F: 3 clusters Score -2656328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2656329.000000 Penalty: 4984.483398
	Iteration 41Q: 3 clusters Score -2656329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2656331.750000 Penalty: 4984.483398
	Iteration 42Q: 3 clusters Score -2656332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2656335.000000 Penalty: 4984.483398
	Iteration 43Q: 3 clusters Score -2656335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2656336.000000 Penalty: 4984.483398
	Iteration 44Q: 3 clusters Score -2656336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2656343.250000 Penalty: 4984.483398
	Iteration 45Q: 3 clusters Score -2656343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2656345.500000 Penalty: 4984.483398
	Iteration 46Q: 3 clusters Score -2656346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2656348.250000 Penalty: 4984.483398
	Iteration 47Q: 3 clusters Score -2656348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2656354.500000 Penalty: 4984.483398
	Iteration 48Q: 3 clusters Score -2656354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2656351.000000 Penalty: 4984.483398
	Iteration 49Q: 3 clusters Score -2656351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2656351.000000 Penalty: 4984.483398
	Iteration 50Q: 3 clusters Score -2656351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2656354.000000 Penalty: 4984.483398
	Iteration 51Q: 3 clusters Score -2656354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2656353.000000 Penalty: 4984.483398
	Iteration 52Q: 3 clusters Score -2656353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2656355.750000 Penalty: 4984.483398
	Iteration 53Q: 3 clusters Score -2656356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2656358.250000 Penalty: 4984.483398
	Iteration 54Q: 3 clusters Score -2656358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2656358.250000 Penalty: 4984.483398
	Iteration 55Q: 3 clusters Score -2656358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2656358.250000 Penalty: 4984.483398
	Iteration 56Q: 3 clusters Score -2656358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2656356.500000 Penalty: 4984.483398
	Iteration 57Q: 3 clusters Score -2656356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2656358.000000 Penalty: 4984.483398
	Iteration 58Q: 3 clusters Score -2656358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2656359.750000 Penalty: 4984.483398
	Iteration 59Q: 3 clusters Score -2656360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2656361.750000 Penalty: 4984.483398
	Iteration 60F: 3 clusters Score -2656362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2656363.500000 Penalty: 4984.483398
	Iteration 61Q: 3 clusters Score -2656364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2656362.500000 Penalty: 4984.483398
	Iteration 62Q: 3 clusters Score -2656362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2656362.500000 Penalty: 4984.483398
	Iteration 63F: 3 clusters Score -2656362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1050111.125000 Penalty: 2238.402344
	Iteration 0F: 2 clusters Score -1050111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1043509.687500 Penalty: 4476.804688
	Iteration 0F: 3 clusters Score -1043510 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1045332.437500 Penalty: 4476.804688
	Iteration 1F: 3 clusters Score -1045332 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1045559.000000 Penalty: 4476.804688
	Iteration 2F: 3 clusters Score -1045559 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1045720.312500 Penalty: 4476.804688
	Iteration 3Q: 3 clusters Score -1045720 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1045823.937500 Penalty: 4476.804688
	Iteration 4Q: 3 clusters Score -1045824 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1045912.500000 Penalty: 4476.804688
	Iteration 5Q: 3 clusters Score -1045912 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1046005.625000 Penalty: 4476.804688
	Iteration 6Q: 3 clusters Score -1046006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1046079.875000 Penalty: 4476.804688
	Iteration 7Q: 3 clusters Score -1046080 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1046152.500000 Penalty: 4476.804688
	Iteration 8Q: 3 clusters Score -1046152 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1046223.625000 Penalty: 4476.804688
	Iteration 9Q: 3 clusters Score -1046224 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1046301.812500 Penalty: 4476.804688
	Iteration 10Q: 3 clusters Score -1046302 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1046389.937500 Penalty: 4476.804688
	Iteration 11Q: 3 clusters Score -1046390 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1046483.375000 Penalty: 4476.804688
	Iteration 12Q: 3 clusters Score -1046483 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1046588.187500 Penalty: 4476.804688
	Iteration 13Q: 3 clusters Score -1046588 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1046705.187500 Penalty: 4476.804688
	Iteration 14Q: 3 clusters Score -1046705 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1046860.437500 Penalty: 4476.804688
	Iteration 15Q: 3 clusters Score -1046860 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1047031.187500 Penalty: 4476.804688
	Iteration 16Q: 3 clusters Score -1047031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1047228.875000 Penalty: 4476.804688
	Iteration 17Q: 3 clusters Score -1047229 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1047419.750000 Penalty: 4476.804688
	Iteration 18Q: 3 clusters Score -1047420 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1047604.687500 Penalty: 4476.804688
	Iteration 19Q: 3 clusters Score -1047605 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1047751.687500 Penalty: 4476.804688
	Iteration 20F: 3 clusters Score -1047752 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1047864.000000 Penalty: 4476.804688
	Iteration 21Q: 3 clusters Score -1047864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1047955.250000 Penalty: 4476.804688
	Iteration 22Q: 3 clusters Score -1047955 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1048001.312500 Penalty: 4476.804688
	Iteration 23Q: 3 clusters Score -1048001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1048036.500000 Penalty: 4476.804688
	Iteration 24Q: 3 clusters Score -1048036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1048071.000000 Penalty: 4476.804688
	Iteration 25Q: 3 clusters Score -1048071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1048096.000000 Penalty: 4476.804688
	Iteration 26Q: 3 clusters Score -1048096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1048117.000000 Penalty: 4476.804688
	Iteration 27Q: 3 clusters Score -1048117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1048138.937500 Penalty: 4476.804688
	Iteration 28Q: 3 clusters Score -1048139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1048155.812500 Penalty: 4476.804688
	Iteration 29Q: 3 clusters Score -1048156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1048170.312500 Penalty: 4476.804688
	Iteration 30Q: 3 clusters Score -1048170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1048177.375000 Penalty: 4476.804688
	Iteration 31Q: 3 clusters Score -1048177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1048187.250000 Penalty: 4476.804688
	Iteration 32Q: 3 clusters Score -1048187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1048192.937500 Penalty: 4476.804688
	Iteration 33Q: 3 clusters Score -1048193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1048194.500000 Penalty: 4476.804688
	Iteration 34Q: 3 clusters Score -1048194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1048196.000000 Penalty: 4476.804688
	Iteration 35Q: 3 clusters Score -1048196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1048197.250000 Penalty: 4476.804688
	Iteration 36Q: 3 clusters Score -1048197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1048198.312500 Penalty: 4476.804688
	Iteration 37Q: 3 clusters Score -1048198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1048198.312500 Penalty: 4476.804688
	Iteration 38F: 3 clusters Score -1048198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Entering Unmasked Estep 
Score: -2523190.500000 Penalty: 2457.129150
	Iteration 0F: 2 clusters Score -2523190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2509083.000000 Penalty: 4914.258301
	Iteration 0F: 3 clusters Score -2509083 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2513600.000000 Penalty: 4914.258301
	Iteration 1F: 3 clusters Score -2513600 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2513874.500000 Penalty: 4914.258301
	Iteration 2Q: 3 clusters Score -2513874 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2514078.500000 Penalty: 4914.258301
	Iteration 3Q: 3 clusters Score -2514078 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2514265.250000 Penalty: 4914.258301
	Iteration 4Q: 3 clusters Score -2514265 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2514449.750000 Penalty: 4914.258301
	Iteration 5Q: 3 clusters Score -2514450 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2514633.500000 Penalty: 4914.258301
	Iteration 6Q: 3 clusters Score -2514634 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2514847.000000 Penalty: 4914.258301
	Iteration 7Q: 3 clusters Score -2514847 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2515115.250000 Penalty: 4914.258301
	Iteration 8Q: 3 clusters Score -2515115 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2515503.000000 Penalty: 4914.258301
	Iteration 9Q: 3 clusters Score -2515503 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2516042.000000 Penalty: 4914.258301
	Iteration 10Q: 3 clusters Score -2516042 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2516830.750000 Penalty: 4914.258301
	Iteration 11F: 3 clusters Score -2516831 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2517816.500000 Penalty: 4914.258301
	Iteration 12F: 3 clusters Score -2517816 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2518887.500000 Penalty: 4914.258301
	Iteration 13F: 3 clusters Score -2518888 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2519742.000000 Penalty: 4914.258301
	Iteration 14Q: 3 clusters Score -2519742 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2520297.000000 Penalty: 4914.258301
	Iteration 15Q: 3 clusters Score -2520297 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2520603.250000 Penalty: 4914.258301
	Iteration 16Q: 3 clusters Score -2520603 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2520768.250000 Penalty: 4914.258301
	Iteration 17Q: 3 clusters Score -2520768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2520845.250000 Penalty: 4914.258301
	Iteration 18Q: 3 clusters Score -2520845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2520891.500000 Penalty: 4914.258301
	Iteration 19Q: 3 clusters Score -2520892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2520920.250000 Penalty: 4914.258301
	Iteration 20F: 3 clusters Score -2520920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2520939.000000 Penalty: 4914.258301
	Iteration 21Q: 3 clusters Score -2520939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2520943.750000 Penalty: 4914.258301
	Iteration 22Q: 3 clusters Score -2520944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2520953.750000 Penalty: 4914.258301
	Iteration 23Q: 3 clusters Score -2520954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2520959.000000 Penalty: 4914.258301
	Iteration 24Q: 3 clusters Score -2520959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2520959.000000 Penalty: 4914.258301
	Iteration 25Q: 3 clusters Score -2520959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2520960.750000 Penalty: 4914.258301
	Iteration 26Q: 3 clusters Score -2520961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2520961.500000 Penalty: 4914.258301
	Iteration 27Q: 3 clusters Score -2520962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2520964.000000 Penalty: 4914.258301
	Iteration 28Q: 3 clusters Score -2520964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2520969.500000 Penalty: 4914.258301
	Iteration 29Q: 3 clusters Score -2520970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2520969.250000 Penalty: 4914.258301
	Iteration 30Q: 3 clusters Score -2520969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2520970.000000 Penalty: 4914.258301
	Iteration 31Q: 3 clusters Score -2520970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2520972.000000 Penalty: 4914.258301
	Iteration 32Q: 3 clusters Score -2520972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2520971.500000 Penalty: 4914.258301
	Iteration 33Q: 3 clusters Score -2520972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2520974.000000 Penalty: 4914.258301
	Iteration 34Q: 3 clusters Score -2520974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2520978.750000 Penalty: 4914.258301
	Iteration 35Q: 3 clusters Score -2520979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2520979.750000 Penalty: 4914.258301
	Iteration 36Q: 3 clusters Score -2520980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2520979.750000 Penalty: 4914.258301
	Iteration 37Q: 3 clusters Score -2520980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2520980.750000 Penalty: 4914.258301
	Iteration 38Q: 3 clusters Score -2520981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2520980.750000 Penalty: 4914.258301
	Iteration 39F: 3 clusters Score -2520981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (71008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Entering Unmasked Estep 
Score: -8084542.000000 Penalty: 2770.295898
	Iteration 0F: 2 clusters Score -8084542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -8036847.000000 Penalty: 5540.591797
	Iteration 0F: 3 clusters Score -8036847 nChanged 33256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8056006.000000 Penalty: 5540.591797
	Iteration 1F: 3 clusters Score -8056006 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -8056958.000000 Penalty: 5540.591797
	Iteration 2Q: 3 clusters Score -8056958 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8058118.000000 Penalty: 5540.591797
	Iteration 3Q: 3 clusters Score -8058118 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -8059472.500000 Penalty: 5540.591797
	Iteration 4Q: 3 clusters Score -8059472 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -8061085.000000 Penalty: 5540.591797
	Iteration 5F: 3 clusters Score -8061085 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -8062833.000000 Penalty: 5540.591797
	Iteration 6F: 3 clusters Score -8062833 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -8064404.000000 Penalty: 5540.591797
	Iteration 7F: 3 clusters Score -8064404 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -8065891.500000 Penalty: 5540.591797
	Iteration 8Q: 3 clusters Score -8065892 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -8067161.500000 Penalty: 5540.591797
	Iteration 9Q: 3 clusters Score -8067162 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -8068209.000000 Penalty: 5540.591797
	Iteration 10Q: 3 clusters Score -8068209 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -8069022.500000 Penalty: 5540.591797
	Iteration 11Q: 3 clusters Score -8069022 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -8069707.500000 Penalty: 5540.591797
	Iteration 12Q: 3 clusters Score -8069708 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8070275.000000 Penalty: 5540.591797
	Iteration 13Q: 3 clusters Score -8070275 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -8070738.000000 Penalty: 5540.591797
	Iteration 14Q: 3 clusters Score -8070738 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -8071274.000000 Penalty: 5540.591797
	Iteration 15Q: 3 clusters Score -8071274 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -8071869.500000 Penalty: 5540.591797
	Iteration 16Q: 3 clusters Score -8071870 nChanged 1776
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8072572 nChanged 1885
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8073358 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8074244 nChanged 1853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8075114 nChanged 1728
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Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8075909 nChanged 1479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8076602 nChanged 1293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8077210 nChanged 1173
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Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8077932 nChanged 1181
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Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8078691 nChanged 1099
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Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8079306 nChanged 967
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Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8079683 nChanged 780
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Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8079952 nChanged 633
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Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8080085 nChanged 502
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Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8080200 nChanged 452
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Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8080258 nChanged 394
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Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8080355 nChanged 352
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Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8080379 nChanged 315
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Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8080420 nChanged 293
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Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8080455 nChanged 289
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Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8080468 nChanged 266
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Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8080486 nChanged 264
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Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8080528 nChanged 261
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Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8080564 nChanged 251
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Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8080579 nChanged 205
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Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8080609 nChanged 176
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Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8080634 nChanged 183
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Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8080654 nChanged 183
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Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 16527 members 
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	Iteration 44Q: 3 clusters Score -8080674 nChanged 186
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Mstep: Class 1 contains 54661 members 
Mstep: Class 2 contains 16347 members 
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	Iteration 45Q: 3 clusters Score -8080694 nChanged 166
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Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 16183 members 
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	Iteration 46Q: 3 clusters Score -8080706 nChanged 173
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Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 16012 members 
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	Iteration 47Q: 3 clusters Score -8080722 nChanged 157
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Mstep: Class 1 contains 55153 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8080732 nChanged 157
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Mstep: Class 1 contains 55310 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8080734 nChanged 150
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Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 15550 members 
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	Iteration 50Q: 3 clusters Score -8080745 nChanged 159
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Mstep: Class 1 contains 55615 members 
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	Iteration 51Q: 3 clusters Score -8080758 nChanged 150
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Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8080756 nChanged 137
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Mstep: Class 1 contains 55900 members 
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	Iteration 53Q: 3 clusters Score -8080780 nChanged 140
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Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 14968 members 
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	Iteration 54Q: 3 clusters Score -8080808 nChanged 124
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Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 14844 members 
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	Iteration 55Q: 3 clusters Score -8080829 nChanged 122
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Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8080822 nChanged 119
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Mstep: Class 1 contains 56405 members 
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	Iteration 57Q: 3 clusters Score -8080843 nChanged 126
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Mstep: Class 1 contains 56529 members 
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	Iteration 58Q: 3 clusters Score -8080858 nChanged 121
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Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 14358 members 
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Mstep: Class 1 contains 56774 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8080880 nChanged 120
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Mstep: Class 1 contains 56890 members 
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	Iteration 61Q: 3 clusters Score -8080900 nChanged 107
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Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8080887 nChanged 76
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Mstep: Class 1 contains 57073 members 
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	Iteration 63Q: 3 clusters Score -8080884 nChanged 84
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Mstep: Class 1 contains 57157 members 
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	Iteration 64Q: 3 clusters Score -8080900 nChanged 83
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Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 13770 members 
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	Iteration 65Q: 3 clusters Score -8080893 nChanged 72
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	Iteration 66Q: 3 clusters Score -8080903 nChanged 70
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	Iteration 67Q: 3 clusters Score -8080887 nChanged 90
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	Iteration 68Q: 3 clusters Score -8080886 nChanged 80
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	Iteration 69Q: 3 clusters Score -8080898 nChanged 82
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	Iteration 70Q: 3 clusters Score -8080908 nChanged 74
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	Iteration 71Q: 3 clusters Score -8080905 nChanged 64
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Mstep: Class 1 contains 57770 members 
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	Iteration 72Q: 3 clusters Score -8080924 nChanged 66
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Mstep: Class 1 contains 57836 members 
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	Iteration 73Q: 3 clusters Score -8080914 nChanged 61
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	Iteration 74Q: 3 clusters Score -8080926 nChanged 76
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Mstep: Class 1 contains 57973 members 
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	Iteration 75Q: 3 clusters Score -8080940 nChanged 72
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	Iteration 76Q: 3 clusters Score -8080924 nChanged 76
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	Iteration 77Q: 3 clusters Score -8080942 nChanged 77
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Mstep: Class 1 contains 58198 members 
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	Iteration 78Q: 3 clusters Score -8080956 nChanged 83
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	Iteration 79Q: 3 clusters Score -8080964 nChanged 77
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Mstep: Class 1 contains 58436 members 
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	Iteration 81Q: 3 clusters Score -8080969 nChanged 77
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Mstep: Class 1 contains 58513 members 
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	Iteration 82Q: 3 clusters Score -8080984 nChanged 81
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Mstep: Class 1 contains 58594 members 
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	Iteration 83Q: 3 clusters Score -8081012 nChanged 94
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	Iteration 84Q: 3 clusters Score -8081022 nChanged 91
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Mstep: Class 1 contains 58777 members 
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	Iteration 85Q: 3 clusters Score -8081029 nChanged 90
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	Iteration 86Q: 3 clusters Score -8081030 nChanged 98
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	Iteration 87Q: 3 clusters Score -8081036 nChanged 110
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Mstep: Class 1 contains 59065 members 
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	Iteration 88Q: 3 clusters Score -8081052 nChanged 101
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Mstep: Class 2 contains 11842 members 
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	Iteration 89Q: 3 clusters Score -8081075 nChanged 115
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	Iteration 90Q: 3 clusters Score -8081089 nChanged 106
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	Iteration 94Q: 3 clusters Score -8081110 nChanged 115
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Mstep: Class 2 contains 11171 members 
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	Iteration 95Q: 3 clusters Score -8081120 nChanged 118
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	Iteration 97Q: 3 clusters Score -8081146 nChanged 163
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	Iteration 98Q: 3 clusters Score -8081146 nChanged 168
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Mstep: Class 1 contains 60439 members 
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	Iteration 99Q: 3 clusters Score -8081176 nChanged 159
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Mstep: Class 1 contains 60596 members 
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	Iteration 100F: 3 clusters Score -8081191 nChanged 187
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	Iteration 101Q: 3 clusters Score -8081232 nChanged 190
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	Iteration 102Q: 3 clusters Score -8081258 nChanged 216
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Mstep: Class 1 contains 61536 members 
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	Iteration 106Q: 3 clusters Score -8081400 nChanged 216
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	Iteration 109Q: 3 clusters Score -8081525 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62599 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8081556 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63205 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8081752 nChanged 188
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Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8081790 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -8081801.500000 Penalty: 5540.591797
	Iteration 116Q: 3 clusters Score -8081802 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8081860 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8081868 nChanged 157
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Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8081894 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64366 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8081913 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8081940 nChanged 149
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Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8081960 nChanged 139
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Mstep: Class 1 contains 64798 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8081978 nChanged 146
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Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8081996 nChanged 125
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Mstep: Class 1 contains 65069 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -8082027.500000 Penalty: 5540.591797
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Mstep: Class 1 contains 65196 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8082054 nChanged 117
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Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8082068 nChanged 97
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Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8082089 nChanged 86
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Mstep: Class 1 contains 65597 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8082103 nChanged 82
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Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8082116 nChanged 78
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Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8082132 nChanged 71
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Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8082152 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8082158 nChanged 66
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Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8082168 nChanged 70
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Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8082180 nChanged 68
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Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8082180 nChanged 61
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Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8082201.000000 Penalty: 5540.591797
	Iteration 140F: 3 clusters Score -8082201 nChanged 69
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Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8082200 nChanged 80
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Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8082216 nChanged 63
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Mstep: Class 1 contains 66501 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8082217 nChanged 58
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Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8082210 nChanged 48
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Mstep: Class 1 contains 66607 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8082225 nChanged 39
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Mstep: Class 1 contains 66644 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8082222 nChanged 36
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Mstep: Class 1 contains 66680 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8082228 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8082232 nChanged 45
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Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8082226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66792 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8082234 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8082231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8082242.500000 Penalty: 5540.591797
	Iteration 152Q: 3 clusters Score -8082242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66912 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8082235.000000 Penalty: 5540.591797
	Iteration 153Q: 3 clusters Score -8082235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66950 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8082238 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8082261 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8082264 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8082257 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8082258 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8082262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67122 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8082266 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8082268 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8082274 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8082272 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8082276 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67249 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8082274 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8082282 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67273 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8082282 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8082292 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8082284 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67320 members 
Mstep: Class 2 contains 3688 members 
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	Iteration 170Q: 3 clusters Score -8082286 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 3669 members 
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	Iteration 171Q: 3 clusters Score -8082288 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67351 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8082296 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8082300 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67375 members 
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Entering Unmasked Estep 
Score: -8082302.500000 Penalty: 5540.591797
	Iteration 174Q: 3 clusters Score -8082302 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8082306 nChanged 14
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Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8082311.000000 Penalty: 5540.591797
	Iteration 176Q: 3 clusters Score -8082311 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67409 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8082306 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67421 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8082318.000000 Penalty: 5540.591797
	Iteration 178Q: 3 clusters Score -8082318 nChanged 12
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Mstep: Class 1 contains 67433 members 
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	Iteration 179Q: 3 clusters Score -8082312 nChanged 9
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Mstep: Class 1 contains 67442 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8082312 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 3559 members 
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	Iteration 181Q: 3 clusters Score -8082311 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67457 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8082312 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67463 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8082306 nChanged 12
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Mstep: Class 1 contains 67475 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8082318 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67481 members 
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Score: -8082310.000000 Penalty: 5540.591797
	Iteration 185Q: 3 clusters Score -8082310 nChanged 10
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Mstep: Class 1 contains 67489 members 
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	Iteration 186Q: 3 clusters Score -8082310 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67493 members 
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	Iteration 187Q: 3 clusters Score -8082308 nChanged 5
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Mstep: Class 1 contains 67498 members 
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	Iteration 188Q: 3 clusters Score -8082314 nChanged 6
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	Iteration 189Q: 3 clusters Score -8082309 nChanged 6
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	Iteration 190Q: 3 clusters Score -8082310 nChanged 8
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Mstep: Class 1 contains 67518 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8082317 nChanged 9
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	Iteration 192Q: 3 clusters Score -8082318 nChanged 11
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	Iteration 193Q: 3 clusters Score -8082320 nChanged 5
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	Iteration 194Q: 3 clusters Score -8082320 nChanged 10
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	Iteration 195Q: 3 clusters Score -8082320 nChanged 11
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Mstep: Class 1 contains 67564 members 
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Score: -8082323.000000 Penalty: 5540.591797
	Iteration 196Q: 3 clusters Score -8082323 nChanged 10
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Mstep: Class 1 contains 67572 members 
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	Iteration 197Q: 3 clusters Score -8082320 nChanged 11
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Mstep: Class 1 contains 67583 members 
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Entering Unmasked Estep 
Score: -8082321.500000 Penalty: 5540.591797
	Iteration 198Q: 3 clusters Score -8082322 nChanged 14
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Mstep: Class 1 contains 67597 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8082322 nChanged 5
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Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -8082322.500000 Penalty: 5540.591797
	Iteration 200F: 3 clusters Score -8082322 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67610 members 
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Entering Unmasked Estep 
Score: -8082329.500000 Penalty: 5540.591797
	Iteration 201Q: 3 clusters Score -8082330 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8082331.000000 Penalty: 5540.591797
	Iteration 202Q: 3 clusters Score -8082331 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67629 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8082338.500000 Penalty: 5540.591797
	Iteration 203Q: 3 clusters Score -8082338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8082334.500000 Penalty: 5540.591797
	Iteration 204Q: 3 clusters Score -8082334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -8082336.500000 Penalty: 5540.591797
	Iteration 205Q: 3 clusters Score -8082336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -8082339.000000 Penalty: 5540.591797
	Iteration 206Q: 3 clusters Score -8082339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8082337.500000 Penalty: 5540.591797
	Iteration 207Q: 3 clusters Score -8082338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8082336.500000 Penalty: 5540.591797
	Iteration 208Q: 3 clusters Score -8082336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8082337.500000 Penalty: 5540.591797
	Iteration 209Q: 3 clusters Score -8082338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8082337.500000 Penalty: 5540.591797
	Iteration 210Q: 3 clusters Score -8082338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8082329.000000 Penalty: 5540.591797
	Iteration 211Q: 3 clusters Score -8082329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -8082330.500000 Penalty: 5540.591797
	Iteration 212Q: 3 clusters Score -8082330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67689 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8082328.500000 Penalty: 5540.591797
	Iteration 213Q: 3 clusters Score -8082328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8082336.500000 Penalty: 5540.591797
	Iteration 214Q: 3 clusters Score -8082336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67705 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8082336.000000 Penalty: 5540.591797
	Iteration 215Q: 3 clusters Score -8082336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8082333.500000 Penalty: 5540.591797
	Iteration 216Q: 3 clusters Score -8082334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8082333.500000 Penalty: 5540.591797
	Iteration 217Q: 3 clusters Score -8082334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -8082328.000000 Penalty: 5540.591797
	Iteration 218Q: 3 clusters Score -8082328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8082329.000000 Penalty: 5540.591797
	Iteration 219Q: 3 clusters Score -8082329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8082328.500000 Penalty: 5540.591797
	Iteration 220F: 3 clusters Score -8082328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67794 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8082336.500000 Penalty: 5540.591797
	Iteration 221Q: 3 clusters Score -8082336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8082338.500000 Penalty: 5540.591797
	Iteration 222Q: 3 clusters Score -8082338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8082346.000000 Penalty: 5540.591797
	Iteration 223Q: 3 clusters Score -8082346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8082350.500000 Penalty: 5540.591797
	Iteration 224Q: 3 clusters Score -8082350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67844 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8082354.500000 Penalty: 5540.591797
	Iteration 225Q: 3 clusters Score -8082354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8082360.500000 Penalty: 5540.591797
	Iteration 226Q: 3 clusters Score -8082360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67859 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8082356.000000 Penalty: 5540.591797
	Iteration 227Q: 3 clusters Score -8082356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8082353.000000 Penalty: 5540.591797
	Iteration 228Q: 3 clusters Score -8082353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8082361.500000 Penalty: 5540.591797
	Iteration 229Q: 3 clusters Score -8082362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67880 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -8082367.500000 Penalty: 5540.591797
	Iteration 230Q: 3 clusters Score -8082368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -8082377.000000 Penalty: 5540.591797
	Iteration 231Q: 3 clusters Score -8082377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8082370.000000 Penalty: 5540.591797
	Iteration 232Q: 3 clusters Score -8082370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67915 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8082386.500000 Penalty: 5540.591797
	Iteration 233Q: 3 clusters Score -8082386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8082388.000000 Penalty: 5540.591797
	Iteration 234Q: 3 clusters Score -8082388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67943 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8082395.500000 Penalty: 5540.591797
	Iteration 235Q: 3 clusters Score -8082396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8082394.500000 Penalty: 5540.591797
	Iteration 236Q: 3 clusters Score -8082394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8082396.000000 Penalty: 5540.591797
	Iteration 237Q: 3 clusters Score -8082396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8082390.500000 Penalty: 5540.591797
	Iteration 238Q: 3 clusters Score -8082390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8082394.500000 Penalty: 5540.591797
	Iteration 239Q: 3 clusters Score -8082394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8082405.000000 Penalty: 5540.591797
	Iteration 240F: 3 clusters Score -8082405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8082401.500000 Penalty: 5540.591797
	Iteration 241Q: 3 clusters Score -8082402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8082405.000000 Penalty: 5540.591797
	Iteration 242Q: 3 clusters Score -8082405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8082404.000000 Penalty: 5540.591797
	Iteration 243Q: 3 clusters Score -8082404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68000 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -8082404.000000 Penalty: 5540.591797
	Iteration 244Q: 3 clusters Score -8082404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8082405.000000 Penalty: 5540.591797
	Iteration 245Q: 3 clusters Score -8082405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68005 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8082404.500000 Penalty: 5540.591797
	Iteration 246Q: 3 clusters Score -8082404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8082405.500000 Penalty: 5540.591797
	Iteration 247Q: 3 clusters Score -8082406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8082405.500000 Penalty: 5540.591797
	Iteration 248Q: 3 clusters Score -8082406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8082400.000000 Penalty: 5540.591797
	Iteration 249Q: 3 clusters Score -8082400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8082393.000000 Penalty: 5540.591797
	Iteration 250Q: 3 clusters Score -8082393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8082395.500000 Penalty: 5540.591797
	Iteration 251Q: 3 clusters Score -8082396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8082394.000000 Penalty: 5540.591797
	Iteration 252Q: 3 clusters Score -8082394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68025 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8082400.000000 Penalty: 5540.591797
	Iteration 253Q: 3 clusters Score -8082400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8082400.500000 Penalty: 5540.591797
	Iteration 254Q: 3 clusters Score -8082400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8082403.500000 Penalty: 5540.591797
	Iteration 255Q: 3 clusters Score -8082404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8082406.500000 Penalty: 5540.591797
	Iteration 256Q: 3 clusters Score -8082406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8082413.500000 Penalty: 5540.591797
	Iteration 257Q: 3 clusters Score -8082414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8082419.000000 Penalty: 5540.591797
	Iteration 258Q: 3 clusters Score -8082419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8082415.500000 Penalty: 5540.591797
	Iteration 259Q: 3 clusters Score -8082416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8082423.000000 Penalty: 5540.591797
	Iteration 260F: 3 clusters Score -8082423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68068 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8082420.500000 Penalty: 5540.591797
	Iteration 261Q: 3 clusters Score -8082420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8082425.000000 Penalty: 5540.591797
	Iteration 262Q: 3 clusters Score -8082425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8082411.000000 Penalty: 5540.591797
	Iteration 263Q: 3 clusters Score -8082411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -8082413.500000 Penalty: 5540.591797
	Iteration 264Q: 3 clusters Score -8082414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8082420.500000 Penalty: 5540.591797
	Iteration 265Q: 3 clusters Score -8082420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8082422.500000 Penalty: 5540.591797
	Iteration 266Q: 3 clusters Score -8082422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68117 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8082419.500000 Penalty: 5540.591797
	Iteration 267Q: 3 clusters Score -8082420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8082412.500000 Penalty: 5540.591797
	Iteration 268Q: 3 clusters Score -8082412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8082416.000000 Penalty: 5540.591797
	Iteration 269Q: 3 clusters Score -8082416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8082421.500000 Penalty: 5540.591797
	Iteration 270Q: 3 clusters Score -8082422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8082426.500000 Penalty: 5540.591797
	Iteration 271Q: 3 clusters Score -8082426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68155 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8082426.000000 Penalty: 5540.591797
	Iteration 272Q: 3 clusters Score -8082426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8082423.500000 Penalty: 5540.591797
	Iteration 273Q: 3 clusters Score -8082424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8082426.000000 Penalty: 5540.591797
	Iteration 274Q: 3 clusters Score -8082426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8082425.500000 Penalty: 5540.591797
	Iteration 275Q: 3 clusters Score -8082426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8082427.000000 Penalty: 5540.591797
	Iteration 276Q: 3 clusters Score -8082427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8082428.000000 Penalty: 5540.591797
	Iteration 277Q: 3 clusters Score -8082428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8082434.000000 Penalty: 5540.591797
	Iteration 278Q: 3 clusters Score -8082434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8082434.000000 Penalty: 5540.591797
	Iteration 279F: 3 clusters Score -8082434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Entering Unmasked Estep 
Score: -3481060.500000 Penalty: 2575.852051
	Iteration 0F: 2 clusters Score -3481060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3458936.250000 Penalty: 5151.704102
	Iteration 0F: 3 clusters Score -3458936 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3467234.250000 Penalty: 5151.704102
	Iteration 1F: 3 clusters Score -3467234 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3468114.500000 Penalty: 5151.704102
	Iteration 2F: 3 clusters Score -3468114 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3469075.250000 Penalty: 5151.704102
	Iteration 3F: 3 clusters Score -3469075 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3470173.500000 Penalty: 5151.704102
	Iteration 4F: 3 clusters Score -3470174 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -3471291.250000 Penalty: 5151.704102
	Iteration 5F: 3 clusters Score -3471291 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3472247.500000 Penalty: 5151.704102
	Iteration 6F: 3 clusters Score -3472248 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3473083.250000 Penalty: 5151.704102
	Iteration 7F: 3 clusters Score -3473083 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3473748.250000 Penalty: 5151.704102
	Iteration 8Q: 3 clusters Score -3473748 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3474233.750000 Penalty: 5151.704102
	Iteration 9Q: 3 clusters Score -3474234 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3474638.250000 Penalty: 5151.704102
	Iteration 10Q: 3 clusters Score -3474638 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3474992.250000 Penalty: 5151.704102
	Iteration 11Q: 3 clusters Score -3474992 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3475244.000000 Penalty: 5151.704102
	Iteration 12Q: 3 clusters Score -3475244 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3475458.250000 Penalty: 5151.704102
	Iteration 13Q: 3 clusters Score -3475458 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3475664.500000 Penalty: 5151.704102
	Iteration 14Q: 3 clusters Score -3475664 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3475871.000000 Penalty: 5151.704102
	Iteration 15Q: 3 clusters Score -3475871 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3476034.500000 Penalty: 5151.704102
	Iteration 16Q: 3 clusters Score -3476034 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3476217.500000 Penalty: 5151.704102
	Iteration 17Q: 3 clusters Score -3476218 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3476417.250000 Penalty: 5151.704102
	Iteration 18Q: 3 clusters Score -3476417 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -3476597.250000 Penalty: 5151.704102
	Iteration 19Q: 3 clusters Score -3476597 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3476749.250000 Penalty: 5151.704102
	Iteration 20F: 3 clusters Score -3476749 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -3476865.000000 Penalty: 5151.704102
	Iteration 21Q: 3 clusters Score -3476865 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3476974.500000 Penalty: 5151.704102
	Iteration 22Q: 3 clusters Score -3476974 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3477090.000000 Penalty: 5151.704102
	Iteration 23Q: 3 clusters Score -3477090 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3477190.500000 Penalty: 5151.704102
	Iteration 24Q: 3 clusters Score -3477190 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3477286.000000 Penalty: 5151.704102
	Iteration 25Q: 3 clusters Score -3477286 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3477374.500000 Penalty: 5151.704102
	Iteration 26Q: 3 clusters Score -3477374 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3477429.250000 Penalty: 5151.704102
	Iteration 27Q: 3 clusters Score -3477429 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3477499.500000 Penalty: 5151.704102
	Iteration 28Q: 3 clusters Score -3477500 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3477554.500000 Penalty: 5151.704102
	Iteration 29Q: 3 clusters Score -3477554 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3477598.250000 Penalty: 5151.704102
	Iteration 30Q: 3 clusters Score -3477598 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3477667.250000 Penalty: 5151.704102
	Iteration 31Q: 3 clusters Score -3477667 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3477706.750000 Penalty: 5151.704102
	Iteration 32Q: 3 clusters Score -3477707 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3477773.000000 Penalty: 5151.704102
	Iteration 33Q: 3 clusters Score -3477773 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3477834.000000 Penalty: 5151.704102
	Iteration 34Q: 3 clusters Score -3477834 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3477880.250000 Penalty: 5151.704102
	Iteration 35Q: 3 clusters Score -3477880 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3477942.250000 Penalty: 5151.704102
	Iteration 36Q: 3 clusters Score -3477942 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3478009.500000 Penalty: 5151.704102
	Iteration 37Q: 3 clusters Score -3478010 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3478084.250000 Penalty: 5151.704102
	Iteration 38Q: 3 clusters Score -3478084 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3478141.000000 Penalty: 5151.704102
	Iteration 39Q: 3 clusters Score -3478141 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3478194.500000 Penalty: 5151.704102
	Iteration 40F: 3 clusters Score -3478194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3478233.250000 Penalty: 5151.704102
	Iteration 41Q: 3 clusters Score -3478233 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3478289.500000 Penalty: 5151.704102
	Iteration 42Q: 3 clusters Score -3478290 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3478346.250000 Penalty: 5151.704102
	Iteration 43Q: 3 clusters Score -3478346 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3478404.500000 Penalty: 5151.704102
	Iteration 44Q: 3 clusters Score -3478404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3478476.500000 Penalty: 5151.704102
	Iteration 45Q: 3 clusters Score -3478476 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -3478529.250000 Penalty: 5151.704102
	Iteration 46Q: 3 clusters Score -3478529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -3478579.250000 Penalty: 5151.704102
	Iteration 47Q: 3 clusters Score -3478579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3478643.750000 Penalty: 5151.704102
	Iteration 48Q: 3 clusters Score -3478644 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -3478704.000000 Penalty: 5151.704102
	Iteration 49Q: 3 clusters Score -3478704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -3478752.750000 Penalty: 5151.704102
	Iteration 50Q: 3 clusters Score -3478753 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -3478795.500000 Penalty: 5151.704102
	Iteration 51Q: 3 clusters Score -3478796 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3478825.500000 Penalty: 5151.704102
	Iteration 52Q: 3 clusters Score -3478826 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3478879.000000 Penalty: 5151.704102
	Iteration 53Q: 3 clusters Score -3478879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3478915.250000 Penalty: 5151.704102
	Iteration 54Q: 3 clusters Score -3478915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3478954.250000 Penalty: 5151.704102
	Iteration 55Q: 3 clusters Score -3478954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3478995.000000 Penalty: 5151.704102
	Iteration 56Q: 3 clusters Score -3478995 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3479039.500000 Penalty: 5151.704102
	Iteration 57Q: 3 clusters Score -3479040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3479057.750000 Penalty: 5151.704102
	Iteration 58Q: 3 clusters Score -3479058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -3479087.500000 Penalty: 5151.704102
	Iteration 59Q: 3 clusters Score -3479088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3479096.000000 Penalty: 5151.704102
	Iteration 60F: 3 clusters Score -3479096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3479109.500000 Penalty: 5151.704102
	Iteration 61Q: 3 clusters Score -3479110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3479116.000000 Penalty: 5151.704102
	Iteration 62Q: 3 clusters Score -3479116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3479119.500000 Penalty: 5151.704102
	Iteration 63Q: 3 clusters Score -3479120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -3479136.250000 Penalty: 5151.704102
	Iteration 64Q: 3 clusters Score -3479136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3479146.000000 Penalty: 5151.704102
	Iteration 65Q: 3 clusters Score -3479146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3479147.750000 Penalty: 5151.704102
	Iteration 66Q: 3 clusters Score -3479148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3479155.000000 Penalty: 5151.704102
	Iteration 67Q: 3 clusters Score -3479155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -3479154.000000 Penalty: 5151.704102
	Iteration 68Q: 3 clusters Score -3479154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -3479157.250000 Penalty: 5151.704102
	Iteration 69Q: 3 clusters Score -3479157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -3479167.750000 Penalty: 5151.704102
	Iteration 70Q: 3 clusters Score -3479168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3479169.750000 Penalty: 5151.704102
	Iteration 71Q: 3 clusters Score -3479170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3479169.500000 Penalty: 5151.704102
	Iteration 72Q: 3 clusters Score -3479170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3479172.500000 Penalty: 5151.704102
	Iteration 73Q: 3 clusters Score -3479172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3479177.500000 Penalty: 5151.704102
	Iteration 74Q: 3 clusters Score -3479178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3479179.000000 Penalty: 5151.704102
	Iteration 75Q: 3 clusters Score -3479179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -3479180.500000 Penalty: 5151.704102
	Iteration 76Q: 3 clusters Score -3479180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3479179.500000 Penalty: 5151.704102
	Iteration 77Q: 3 clusters Score -3479180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -3479182.250000 Penalty: 5151.704102
	Iteration 78Q: 3 clusters Score -3479182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3479181.500000 Penalty: 5151.704102
	Iteration 79Q: 3 clusters Score -3479182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -3479182.250000 Penalty: 5151.704102
	Iteration 80F: 3 clusters Score -3479182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3479184.000000 Penalty: 5151.704102
	Iteration 81Q: 3 clusters Score -3479184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3479183.250000 Penalty: 5151.704102
	Iteration 82Q: 3 clusters Score -3479183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3479178.750000 Penalty: 5151.704102
	Iteration 83Q: 3 clusters Score -3479179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -3479184.750000 Penalty: 5151.704102
	Iteration 84Q: 3 clusters Score -3479185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3479189.500000 Penalty: 5151.704102
	Iteration 85Q: 3 clusters Score -3479190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3479195.000000 Penalty: 5151.704102
	Iteration 86Q: 3 clusters Score -3479195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3479191.250000 Penalty: 5151.704102
	Iteration 87Q: 3 clusters Score -3479191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -3479201.000000 Penalty: 5151.704102
	Iteration 88Q: 3 clusters Score -3479201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3479204.500000 Penalty: 5151.704102
	Iteration 89Q: 3 clusters Score -3479204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -3479206.750000 Penalty: 5151.704102
	Iteration 90Q: 3 clusters Score -3479207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3479210.750000 Penalty: 5151.704102
	Iteration 91Q: 3 clusters Score -3479211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3479213.750000 Penalty: 5151.704102
	Iteration 92Q: 3 clusters Score -3479214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3479210.500000 Penalty: 5151.704102
	Iteration 93Q: 3 clusters Score -3479210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3479210.500000 Penalty: 5151.704102
	Iteration 94F: 3 clusters Score -3479210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -635105.812500 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -635105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -629985.875000 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -629985.9 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -631467.875000 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -631467.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -631831.812500 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -631831.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -632079.187500 Penalty: 4322.914062
	Iteration 3F: 3 clusters Score -632079.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -632234.937500 Penalty: 4322.914062
	Iteration 4Q: 3 clusters Score -632234.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -632333.000000 Penalty: 4322.914062
	Iteration 5Q: 3 clusters Score -632333 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -632409.812500 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -632409.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -632474.437500 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -632474.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -632526.187500 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -632526.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -632560.875000 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -632560.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -632598.875000 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -632598.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -632636.437500 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -632636.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -632671.062500 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -632671.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -632704.250000 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -632704.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -632732.875000 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -632732.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -632751.000000 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -632751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -632766.875000 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -632766.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -632786.687500 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -632786.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -632807.375000 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -632807.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -632833.250000 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -632833.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -632859.500000 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -632859.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -632885.437500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -632885.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -632912.375000 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -632912.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -632929.625000 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -632929.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -632951.375000 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -632951.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -632970.812500 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -632970.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -632994.062500 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -632994.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -633014.500000 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -633014.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -633030.437500 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -633030.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -633045.125000 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -633045.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -633059.000000 Penalty: 4322.914062
	Iteration 30Q: 3 clusters Score -633059 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -633075.812500 Penalty: 4322.914062
	Iteration 31Q: 3 clusters Score -633075.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -633098.937500 Penalty: 4322.914062
	Iteration 32Q: 3 clusters Score -633098.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -633122.875000 Penalty: 4322.914062
	Iteration 33Q: 3 clusters Score -633122.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -633151.250000 Penalty: 4322.914062
	Iteration 34Q: 3 clusters Score -633151.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -633181.187500 Penalty: 4322.914062
	Iteration 35Q: 3 clusters Score -633181.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -633211.062500 Penalty: 4322.914062
	Iteration 36Q: 3 clusters Score -633211.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -633242.937500 Penalty: 4322.914062
	Iteration 37Q: 3 clusters Score -633242.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -633282.062500 Penalty: 4322.914062
	Iteration 38Q: 3 clusters Score -633282.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -633323.375000 Penalty: 4322.914062
	Iteration 39Q: 3 clusters Score -633323.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -633368.000000 Penalty: 4322.914062
	Iteration 40F: 3 clusters Score -633368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -633401.375000 Penalty: 4322.914062
	Iteration 41Q: 3 clusters Score -633401.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -633426.062500 Penalty: 4322.914062
	Iteration 42Q: 3 clusters Score -633426.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -633452.187500 Penalty: 4322.914062
	Iteration 43Q: 3 clusters Score -633452.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -633472.375000 Penalty: 4322.914062
	Iteration 44Q: 3 clusters Score -633472.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -633491.000000 Penalty: 4322.914062
	Iteration 45Q: 3 clusters Score -633491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -633506.812500 Penalty: 4322.914062
	Iteration 46Q: 3 clusters Score -633506.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -633522.562500 Penalty: 4322.914062
	Iteration 47Q: 3 clusters Score -633522.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -633539.062500 Penalty: 4322.914062
	Iteration 48Q: 3 clusters Score -633539.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -633560.000000 Penalty: 4322.914062
	Iteration 49Q: 3 clusters Score -633560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -633581.750000 Penalty: 4322.914062
	Iteration 50Q: 3 clusters Score -633581.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -633610.312500 Penalty: 4322.914062
	Iteration 51Q: 3 clusters Score -633610.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -633632.187500 Penalty: 4322.914062
	Iteration 52Q: 3 clusters Score -633632.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -633660.875000 Penalty: 4322.914062
	Iteration 53Q: 3 clusters Score -633660.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -633693.625000 Penalty: 4322.914062
	Iteration 54Q: 3 clusters Score -633693.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -633718.125000 Penalty: 4322.914062
	Iteration 55Q: 3 clusters Score -633718.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -633737.250000 Penalty: 4322.914062
	Iteration 56Q: 3 clusters Score -633737.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -633748.062500 Penalty: 4322.914062
	Iteration 57Q: 3 clusters Score -633748.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -633760.312500 Penalty: 4322.914062
	Iteration 58Q: 3 clusters Score -633760.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -633768.687500 Penalty: 4322.914062
	Iteration 59Q: 3 clusters Score -633768.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -633780.250000 Penalty: 4322.914062
	Iteration 60F: 3 clusters Score -633780.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -633806.687500 Penalty: 4322.914062
	Iteration 61Q: 3 clusters Score -633806.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -633857.875000 Penalty: 4322.914062
	Iteration 62Q: 3 clusters Score -633857.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -633889.187500 Penalty: 4322.914062
	Iteration 63Q: 3 clusters Score -633889.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -633912.687500 Penalty: 4322.914062
	Iteration 64Q: 3 clusters Score -633912.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -633943.375000 Penalty: 4322.914062
	Iteration 65Q: 3 clusters Score -633943.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -633983.000000 Penalty: 4322.914062
	Iteration 66Q: 3 clusters Score -633983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -634016.125000 Penalty: 4322.914062
	Iteration 67Q: 3 clusters Score -634016.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -634041.375000 Penalty: 4322.914062
	Iteration 68Q: 3 clusters Score -634041.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -634064.812500 Penalty: 4322.914062
	Iteration 69Q: 3 clusters Score -634064.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -634087.437500 Penalty: 4322.914062
	Iteration 70Q: 3 clusters Score -634087.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -634109.812500 Penalty: 4322.914062
	Iteration 71Q: 3 clusters Score -634109.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -634124.687500 Penalty: 4322.914062
	Iteration 72Q: 3 clusters Score -634124.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -634134.750000 Penalty: 4322.914062
	Iteration 73Q: 3 clusters Score -634134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -634144.750000 Penalty: 4322.914062
	Iteration 74Q: 3 clusters Score -634144.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -634151.812500 Penalty: 4322.914062
	Iteration 75Q: 3 clusters Score -634151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -634159.437500 Penalty: 4322.914062
	Iteration 76Q: 3 clusters Score -634159.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -634164.375000 Penalty: 4322.914062
	Iteration 77Q: 3 clusters Score -634164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -634166.562500 Penalty: 4322.914062
	Iteration 78Q: 3 clusters Score -634166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -634169.000000 Penalty: 4322.914062
	Iteration 79Q: 3 clusters Score -634169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -634251.125000 Penalty: 4322.914062
	Iteration 80F: 3 clusters Score -634251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -634337.187500 Penalty: 4322.914062
	Iteration 81Q: 3 clusters Score -634337.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -634365.000000 Penalty: 4322.914062
	Iteration 82Q: 3 clusters Score -634365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -634390.437500 Penalty: 4322.914062
	Iteration 83Q: 3 clusters Score -634390.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -634407.687500 Penalty: 4322.914062
	Iteration 84Q: 3 clusters Score -634407.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -634429.187500 Penalty: 4322.914062
	Iteration 85Q: 3 clusters Score -634429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -634439.062500 Penalty: 4322.914062
	Iteration 86Q: 3 clusters Score -634439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -634447.312500 Penalty: 4322.914062
	Iteration 87Q: 3 clusters Score -634447.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -634452.312500 Penalty: 4322.914062
	Iteration 88Q: 3 clusters Score -634452.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -634458.750000 Penalty: 4322.914062
	Iteration 89Q: 3 clusters Score -634458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -634466.375000 Penalty: 4322.914062
	Iteration 90Q: 3 clusters Score -634466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -634478.812500 Penalty: 4322.914062
	Iteration 91Q: 3 clusters Score -634478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -634495.875000 Penalty: 4322.914062
	Iteration 92Q: 3 clusters Score -634495.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -634515.750000 Penalty: 4322.914062
	Iteration 93Q: 3 clusters Score -634515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -634525.125000 Penalty: 4322.914062
	Iteration 94Q: 3 clusters Score -634525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -634536.750000 Penalty: 4322.914062
	Iteration 95Q: 3 clusters Score -634536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -634544.625000 Penalty: 4322.914062
	Iteration 96Q: 3 clusters Score -634544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -634550.937500 Penalty: 4322.914062
	Iteration 97Q: 3 clusters Score -634550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -634552.000000 Penalty: 4322.914062
	Iteration 98Q: 3 clusters Score -634552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -634552.000000 Penalty: 4322.914062
	Iteration 99F: 3 clusters Score -634552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (39051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Entering Unmasked Estep 
Score: -4132836.750000 Penalty: 2622.010742
	Iteration 0F: 2 clusters Score -4132837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4106407.750000 Penalty: 5244.021484
	Iteration 0F: 3 clusters Score -4106408 nChanged 17958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4116741.750000 Penalty: 5244.021484
	Iteration 1F: 3 clusters Score -4116742 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4117845.500000 Penalty: 5244.021484
	Iteration 2F: 3 clusters Score -4117846 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -4119147.750000 Penalty: 5244.021484
	Iteration 3F: 3 clusters Score -4119148 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -4120725.500000 Penalty: 5244.021484
	Iteration 4F: 3 clusters Score -4120726 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4122371.500000 Penalty: 5244.021484
	Iteration 5F: 3 clusters Score -4122372 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -4123909.000000 Penalty: 5244.021484
	Iteration 6F: 3 clusters Score -4123909 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4125170.250000 Penalty: 5244.021484
	Iteration 7F: 3 clusters Score -4125170 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4126119.750000 Penalty: 5244.021484
	Iteration 8Q: 3 clusters Score -4126120 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -4126774.250000 Penalty: 5244.021484
	Iteration 9Q: 3 clusters Score -4126774 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -4127288.500000 Penalty: 5244.021484
	Iteration 10Q: 3 clusters Score -4127288 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -4127738.250000 Penalty: 5244.021484
	Iteration 11Q: 3 clusters Score -4127738 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4128134.500000 Penalty: 5244.021484
	Iteration 12Q: 3 clusters Score -4128134 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4128504.250000 Penalty: 5244.021484
	Iteration 13Q: 3 clusters Score -4128504 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4128860.000000 Penalty: 5244.021484
	Iteration 14Q: 3 clusters Score -4128860 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4129181.000000 Penalty: 5244.021484
	Iteration 15Q: 3 clusters Score -4129181 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4129469.500000 Penalty: 5244.021484
	Iteration 16Q: 3 clusters Score -4129470 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4129749.750000 Penalty: 5244.021484
	Iteration 17Q: 3 clusters Score -4129750 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4129995.250000 Penalty: 5244.021484
	Iteration 18Q: 3 clusters Score -4129995 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4130169.750000 Penalty: 5244.021484
	Iteration 19Q: 3 clusters Score -4130170 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4130321.000000 Penalty: 5244.021484
	Iteration 20F: 3 clusters Score -4130321 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4130471.250000 Penalty: 5244.021484
	Iteration 21Q: 3 clusters Score -4130471 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4130602.000000 Penalty: 5244.021484
	Iteration 22Q: 3 clusters Score -4130602 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4130683.750000 Penalty: 5244.021484
	Iteration 23Q: 3 clusters Score -4130684 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4130765.500000 Penalty: 5244.021484
	Iteration 24Q: 3 clusters Score -4130766 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4130825.750000 Penalty: 5244.021484
	Iteration 25Q: 3 clusters Score -4130826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4130865.250000 Penalty: 5244.021484
	Iteration 26Q: 3 clusters Score -4130865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4130884.000000 Penalty: 5244.021484
	Iteration 27Q: 3 clusters Score -4130884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4130903.500000 Penalty: 5244.021484
	Iteration 28Q: 3 clusters Score -4130904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4130929.500000 Penalty: 5244.021484
	Iteration 29Q: 3 clusters Score -4130930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4130939.750000 Penalty: 5244.021484
	Iteration 30Q: 3 clusters Score -4130940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4130958.000000 Penalty: 5244.021484
	Iteration 31Q: 3 clusters Score -4130958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4130982.250000 Penalty: 5244.021484
	Iteration 32Q: 3 clusters Score -4130982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4130985.750000 Penalty: 5244.021484
	Iteration 33Q: 3 clusters Score -4130986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4130995.500000 Penalty: 5244.021484
	Iteration 34Q: 3 clusters Score -4130996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4131010.500000 Penalty: 5244.021484
	Iteration 35Q: 3 clusters Score -4131010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4131012.250000 Penalty: 5244.021484
	Iteration 36Q: 3 clusters Score -4131012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4131020.750000 Penalty: 5244.021484
	Iteration 37Q: 3 clusters Score -4131021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4131020.500000 Penalty: 5244.021484
	Iteration 38Q: 3 clusters Score -4131020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4131024.000000 Penalty: 5244.021484
	Iteration 39Q: 3 clusters Score -4131024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4131023.500000 Penalty: 5244.021484
	Iteration 40F: 3 clusters Score -4131024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4131024.500000 Penalty: 5244.021484
	Iteration 41Q: 3 clusters Score -4131024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4131028.500000 Penalty: 5244.021484
	Iteration 42Q: 3 clusters Score -4131028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4131031.000000 Penalty: 5244.021484
	Iteration 43Q: 3 clusters Score -4131031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4131027.750000 Penalty: 5244.021484
	Iteration 44Q: 3 clusters Score -4131028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4131029.000000 Penalty: 5244.021484
	Iteration 45Q: 3 clusters Score -4131029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4131030.250000 Penalty: 5244.021484
	Iteration 46Q: 3 clusters Score -4131030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4131036.000000 Penalty: 5244.021484
	Iteration 47Q: 3 clusters Score -4131036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4131045.250000 Penalty: 5244.021484
	Iteration 48Q: 3 clusters Score -4131045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4131047.000000 Penalty: 5244.021484
	Iteration 49Q: 3 clusters Score -4131047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4131049.750000 Penalty: 5244.021484
	Iteration 50Q: 3 clusters Score -4131050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4131050.250000 Penalty: 5244.021484
	Iteration 51Q: 3 clusters Score -4131050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4131059.500000 Penalty: 5244.021484
	Iteration 52Q: 3 clusters Score -4131060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4131065.250000 Penalty: 5244.021484
	Iteration 53Q: 3 clusters Score -4131065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4131063.500000 Penalty: 5244.021484
	Iteration 54Q: 3 clusters Score -4131064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4131061.750000 Penalty: 5244.021484
	Iteration 55Q: 3 clusters Score -4131062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4131062.750000 Penalty: 5244.021484
	Iteration 56Q: 3 clusters Score -4131063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4131059.000000 Penalty: 5244.021484
	Iteration 57Q: 3 clusters Score -4131059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4131061.000000 Penalty: 5244.021484
	Iteration 58Q: 3 clusters Score -4131061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4131070.250000 Penalty: 5244.021484
	Iteration 59Q: 3 clusters Score -4131070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4131072.250000 Penalty: 5244.021484
	Iteration 60F: 3 clusters Score -4131072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4131074.750000 Penalty: 5244.021484
	Iteration 61Q: 3 clusters Score -4131075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4131079.000000 Penalty: 5244.021484
	Iteration 62Q: 3 clusters Score -4131079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4131079.000000 Penalty: 5244.021484
	Iteration 63Q: 3 clusters Score -4131079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4131081.750000 Penalty: 5244.021484
	Iteration 64Q: 3 clusters Score -4131082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4131088.250000 Penalty: 5244.021484
	Iteration 65Q: 3 clusters Score -4131088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4131090.250000 Penalty: 5244.021484
	Iteration 66Q: 3 clusters Score -4131090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4131095.750000 Penalty: 5244.021484
	Iteration 67Q: 3 clusters Score -4131096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4131094.250000 Penalty: 5244.021484
	Iteration 68Q: 3 clusters Score -4131094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4131096.500000 Penalty: 5244.021484
	Iteration 69Q: 3 clusters Score -4131096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4131096.500000 Penalty: 5244.021484
	Iteration 70Q: 3 clusters Score -4131096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4131098.500000 Penalty: 5244.021484
	Iteration 71Q: 3 clusters Score -4131098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4131094.000000 Penalty: 5244.021484
	Iteration 72Q: 3 clusters Score -4131094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4131094.000000 Penalty: 5244.021484
	Iteration 73F: 3 clusters Score -4131094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (175810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175810 members 
Entering Unmasked Estep 
Score: -20328406.000000 Penalty: 2995.135498
	Iteration 0F: 2 clusters Score -2.032841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -20211206.000000 Penalty: 5990.270996
	Iteration 0F: 3 clusters Score -2.021121e+07 nChanged 84427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -20262068.000000 Penalty: 5990.270996
	Iteration 1F: 3 clusters Score -2.026207e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -20265150.000000 Penalty: 5990.270996
	Iteration 2Q: 3 clusters Score -2.026515e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -20270250.000000 Penalty: 5990.270996
	Iteration 3F: 3 clusters Score -2.027025e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -20277530.000000 Penalty: 5990.270996
	Iteration 4F: 3 clusters Score -2.027753e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124862 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -20286100.000000 Penalty: 5990.270996
	Iteration 5F: 3 clusters Score -2.02861e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135654 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -20295336.000000 Penalty: 5990.270996
	Iteration 6F: 3 clusters Score -2.029534e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145869 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -20303892.000000 Penalty: 5990.270996
	Iteration 7F: 3 clusters Score -2.030389e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154903 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -20311198.000000 Penalty: 5990.270996
	Iteration 8F: 3 clusters Score -2.03112e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162215 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -20316966.000000 Penalty: 5990.270996
	Iteration 9Q: 3 clusters Score -2.031697e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167435 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -20320918.000000 Penalty: 5990.270996
	Iteration 10Q: 3 clusters Score -2.032092e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170698 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -20323274.000000 Penalty: 5990.270996
	Iteration 11Q: 3 clusters Score -2.032327e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20324552.000000 Penalty: 5990.270996
	Iteration 12Q: 3 clusters Score -2.032455e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20325128.000000 Penalty: 5990.270996
	Iteration 13Q: 3 clusters Score -2.032513e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173792 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -20325492.000000 Penalty: 5990.270996
	Iteration 14Q: 3 clusters Score -2.032549e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174046 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -20325690.000000 Penalty: 5990.270996
	Iteration 15Q: 3 clusters Score -2.032569e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174197 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -20325880.000000 Penalty: 5990.270996
	Iteration 16Q: 3 clusters Score -2.032588e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20325962.000000 Penalty: 5990.270996
	Iteration 17Q: 3 clusters Score -2.032596e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174381 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -20326064.000000 Penalty: 5990.270996
	Iteration 18Q: 3 clusters Score -2.032606e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -20326072.000000 Penalty: 5990.270996
	Iteration 19Q: 3 clusters Score -2.032607e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174442 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20326136.000000 Penalty: 5990.270996
	Iteration 20F: 3 clusters Score -2.032614e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174481 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -20326160.000000 Penalty: 5990.270996
	Iteration 21Q: 3 clusters Score -2.032616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174501 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20326174.000000 Penalty: 5990.270996
	Iteration 22Q: 3 clusters Score -2.032617e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -20326176.000000 Penalty: 5990.270996
	Iteration 23Q: 3 clusters Score -2.032618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174523 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20326200.000000 Penalty: 5990.270996
	Iteration 24Q: 3 clusters Score -2.03262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174531 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20326190.000000 Penalty: 5990.270996
	Iteration 25Q: 3 clusters Score -2.032619e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174534 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20326198.000000 Penalty: 5990.270996
	Iteration 26Q: 3 clusters Score -2.03262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174531 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20326210.000000 Penalty: 5990.270996
	Iteration 27Q: 3 clusters Score -2.032621e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174530 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20326204.000000 Penalty: 5990.270996
	Iteration 28Q: 3 clusters Score -2.03262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174533 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -20326224.000000 Penalty: 5990.270996
	Iteration 29Q: 3 clusters Score -2.032622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174531 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20326224.000000 Penalty: 5990.270996
	Iteration 30Q: 3 clusters Score -2.032622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174531 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20326224.000000 Penalty: 5990.270996
	Iteration 31F: 3 clusters Score -2.032622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (38095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Entering Unmasked Estep 
Score: -4449988.500000 Penalty: 2615.863770
	Iteration 0F: 2 clusters Score -4449988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4423975.000000 Penalty: 5231.727539
	Iteration 0F: 3 clusters Score -4423975 nChanged 17487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -4433473.500000 Penalty: 5231.727539
	Iteration 1F: 3 clusters Score -4433474 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4433988.500000 Penalty: 5231.727539
	Iteration 2Q: 3 clusters Score -4433988 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4434562.000000 Penalty: 5231.727539
	Iteration 3Q: 3 clusters Score -4434562 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4435207.500000 Penalty: 5231.727539
	Iteration 4Q: 3 clusters Score -4435208 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4435912.000000 Penalty: 5231.727539
	Iteration 5Q: 3 clusters Score -4435912 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4436818.000000 Penalty: 5231.727539
	Iteration 6Q: 3 clusters Score -4436818 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4438076.000000 Penalty: 5231.727539
	Iteration 7F: 3 clusters Score -4438076 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4439816.500000 Penalty: 5231.727539
	Iteration 8F: 3 clusters Score -4439816 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -4441886.000000 Penalty: 5231.727539
	Iteration 9F: 3 clusters Score -4441886 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -4443779.500000 Penalty: 5231.727539
	Iteration 10F: 3 clusters Score -4443780 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -4445119.500000 Penalty: 5231.727539
	Iteration 11Q: 3 clusters Score -4445120 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -4445864.000000 Penalty: 5231.727539
	Iteration 12Q: 3 clusters Score -4445864 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4446373.000000 Penalty: 5231.727539
	Iteration 13Q: 3 clusters Score -4446373 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4446780.000000 Penalty: 5231.727539
	Iteration 14Q: 3 clusters Score -4446780 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4447155.500000 Penalty: 5231.727539
	Iteration 15Q: 3 clusters Score -4447156 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4447485.500000 Penalty: 5231.727539
	Iteration 16Q: 3 clusters Score -4447486 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4447757.500000 Penalty: 5231.727539
	Iteration 17Q: 3 clusters Score -4447758 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4447925.500000 Penalty: 5231.727539
	Iteration 18Q: 3 clusters Score -4447926 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4448040.500000 Penalty: 5231.727539
	Iteration 19Q: 3 clusters Score -4448040 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -4448084.500000 Penalty: 5231.727539
	Iteration 20F: 3 clusters Score -4448084 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4448146.000000 Penalty: 5231.727539
	Iteration 21Q: 3 clusters Score -4448146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -4448175.500000 Penalty: 5231.727539
	Iteration 22Q: 3 clusters Score -4448176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -4448172.000000 Penalty: 5231.727539
	Iteration 23Q: 3 clusters Score -4448172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -4448193.500000 Penalty: 5231.727539
	Iteration 24Q: 3 clusters Score -4448194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -4448199.000000 Penalty: 5231.727539
	Iteration 25Q: 3 clusters Score -4448199 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4448213.500000 Penalty: 5231.727539
	Iteration 26Q: 3 clusters Score -4448214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4448221.000000 Penalty: 5231.727539
	Iteration 27Q: 3 clusters Score -4448221 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4448226.000000 Penalty: 5231.727539
	Iteration 28Q: 3 clusters Score -4448226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4448230.500000 Penalty: 5231.727539
	Iteration 29Q: 3 clusters Score -4448230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -4448240.500000 Penalty: 5231.727539
	Iteration 30Q: 3 clusters Score -4448240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4448236.500000 Penalty: 5231.727539
	Iteration 31Q: 3 clusters Score -4448236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4448240.000000 Penalty: 5231.727539
	Iteration 32Q: 3 clusters Score -4448240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -4448239.500000 Penalty: 5231.727539
	Iteration 33Q: 3 clusters Score -4448240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -4448249.000000 Penalty: 5231.727539
	Iteration 34Q: 3 clusters Score -4448249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4448257.000000 Penalty: 5231.727539
	Iteration 35Q: 3 clusters Score -4448257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -4448261.000000 Penalty: 5231.727539
	Iteration 36Q: 3 clusters Score -4448261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -4448276.500000 Penalty: 5231.727539
	Iteration 37Q: 3 clusters Score -4448276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4448269.500000 Penalty: 5231.727539
	Iteration 38Q: 3 clusters Score -4448270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4448275.500000 Penalty: 5231.727539
	Iteration 39Q: 3 clusters Score -4448276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4448278.500000 Penalty: 5231.727539
	Iteration 40F: 3 clusters Score -4448278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4448279.000000 Penalty: 5231.727539
	Iteration 41Q: 3 clusters Score -4448279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -4448275.000000 Penalty: 5231.727539
	Iteration 42Q: 3 clusters Score -4448275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -4448267.500000 Penalty: 5231.727539
	Iteration 43Q: 3 clusters Score -4448268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4448274.500000 Penalty: 5231.727539
	Iteration 44Q: 3 clusters Score -4448274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4448276.000000 Penalty: 5231.727539
	Iteration 45Q: 3 clusters Score -4448276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4448278.500000 Penalty: 5231.727539
	Iteration 46Q: 3 clusters Score -4448278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4448283.000000 Penalty: 5231.727539
	Iteration 47Q: 3 clusters Score -4448283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -4448282.500000 Penalty: 5231.727539
	Iteration 48Q: 3 clusters Score -4448282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4448286.500000 Penalty: 5231.727539
	Iteration 49Q: 3 clusters Score -4448286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4448283.500000 Penalty: 5231.727539
	Iteration 50Q: 3 clusters Score -4448284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4448285.500000 Penalty: 5231.727539
	Iteration 51Q: 3 clusters Score -4448286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -4448290.000000 Penalty: 5231.727539
	Iteration 52Q: 3 clusters Score -4448290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -4448287.500000 Penalty: 5231.727539
	Iteration 53Q: 3 clusters Score -4448288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4448288.000000 Penalty: 5231.727539
	Iteration 54Q: 3 clusters Score -4448288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4448291.500000 Penalty: 5231.727539
	Iteration 55Q: 3 clusters Score -4448292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -4448291.500000 Penalty: 5231.727539
	Iteration 56F: 3 clusters Score -4448292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -87182.835938 Penalty: 1668.699951
	Iteration 0F: 2 clusters Score -87182.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -85410.710938 Penalty: 3337.399902
	Iteration 0F: 3 clusters Score -85410.71 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85669.765625 Penalty: 3337.399902
	Iteration 1F: 3 clusters Score -85669.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -85815.507812 Penalty: 3337.399902
	Iteration 2F: 3 clusters Score -85815.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85936.906250 Penalty: 3337.399902
	Iteration 3F: 3 clusters Score -85936.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86035.859375 Penalty: 3337.399902
	Iteration 4Q: 3 clusters Score -86035.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -86126.765625 Penalty: 3337.399902
	Iteration 5Q: 3 clusters Score -86126.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -86208.617188 Penalty: 3337.399902
	Iteration 6Q: 3 clusters Score -86208.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86291.562500 Penalty: 3337.399902
	Iteration 7Q: 3 clusters Score -86291.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86359.875000 Penalty: 3337.399902
	Iteration 8Q: 3 clusters Score -86359.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86434.664062 Penalty: 3337.399902
	Iteration 9Q: 3 clusters Score -86434.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86518.132812 Penalty: 3337.399902
	Iteration 10Q: 3 clusters Score -86518.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -86603.585938 Penalty: 3337.399902
	Iteration 11Q: 3 clusters Score -86603.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86723.023438 Penalty: 3337.399902
	Iteration 12Q: 3 clusters Score -86723.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86925.250000 Penalty: 3337.399902
	Iteration 13Q: 3 clusters Score -86925.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87172.476562 Penalty: 3337.399902
	Iteration 14Q: 3 clusters Score -87172.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -87322.757812 Penalty: 3337.399902
	Iteration 15Q: 3 clusters Score -87322.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -87439.929688 Penalty: 3337.399902
	Iteration 16Q: 3 clusters Score -87439.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -87546.851562 Penalty: 3337.399902
	Iteration 17Q: 3 clusters Score -87546.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87582.531250 Penalty: 3337.399902
	Iteration 18Q: 3 clusters Score -87582.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87589.664062 Penalty: 3337.399902
	Iteration 19Q: 3 clusters Score -87589.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87591.109375 Penalty: 3337.399902
	Iteration 20F: 3 clusters Score -87591.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 120433 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59753 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27031 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 240843 members 
Mstep: Class 17 contains 270002 members 
Mstep: Class 18 contains 192276 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 73440 members 
Mstep: Class 26 contains 9667 members 
Mstep: Class 27 contains 35791 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 129721 members 
Mstep: Class 30 contains 23141 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71008 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 39051 members 
Mstep: Class 37 contains 175810 members 
Mstep: Class 38 contains 38095 members 
Mstep: Class 39 contains 424 members 
Mstep: Class 40 contains 5785 members 
Mstep: Class 41 contains 1210 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 149571 members 
Mstep: Class 44 contains 7576 members 
Mstep: Class 45 contains 412 members 
Entering Unmasked Estep 
Score: -225943776.000000 Penalty: 161989.984375
Splitting cluster 39 changes total score from -225943056.000000 to -225943776.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 40 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -592558.312500 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -592558.3 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 2967 members 
Entering Unmasked Estep 
Score: -587602.687500 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -587602.7 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -588898.812500 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -588898.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -589197.125000 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -589197.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -589475.750000 Penalty: 4296.859863
	Iteration 3F: 3 clusters Score -589475.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -589792.187500 Penalty: 4296.859863
	Iteration 4F: 3 clusters Score -589792.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -590119.187500 Penalty: 4296.859863
	Iteration 5F: 3 clusters Score -590119.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -590479.625000 Penalty: 4296.859863
	Iteration 6F: 3 clusters Score -590479.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -590780.750000 Penalty: 4296.859863
	Iteration 7F: 3 clusters Score -590780.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -591008.375000 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -591008.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -591196.750000 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -591196.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -591321.625000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -591321.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -591412.187500 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -591412.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -591492.000000 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -591492 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -591576.312500 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -591576.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -591670.875000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -591670.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -591747.812500 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -591747.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -591817.875000 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -591817.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -591890.062500 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -591890.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -591943.187500 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -591943.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -591983.312500 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -591983.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -592009.562500 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -592009.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -592016.687500 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -592016.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -592022.375000 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -592022.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -592028.062500 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -592028.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -592028.812500 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -592028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -592029.687500 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -592029.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -592030.375000 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -592030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -592030.937500 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -592030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -592031.625000 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -592031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -592031.125000 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -592031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -592030.625000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -592030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -592031.500000 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -592031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -592032.000000 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -592032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -592033.187500 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -592033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -592033.187500 Penalty: 4296.859863
	Iteration 34F: 3 clusters Score -592033.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -130962.992188 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -130963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -128884.515625 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -128884.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129181.476562 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -129181.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -129279.382812 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -129279.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -129327.382812 Penalty: 3520.794434
	Iteration 3Q: 3 clusters Score -129327.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129352.539062 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -129352.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -129377.601562 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -129377.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129389.398438 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -129389.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129396.031250 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -129396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -129398.851562 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -129398.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129405.164062 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -129405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129409.625000 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -129409.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129421.000000 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -129421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -129430.031250 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -129430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129433.789062 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -129433.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -129437.828125 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -129437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -129440.695312 Penalty: 3520.794434
	Iteration 15Q: 3 clusters Score -129440.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -129452.984375 Penalty: 3520.794434
	Iteration 16Q: 3 clusters Score -129453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129458.226562 Penalty: 3520.794434
	Iteration 17Q: 3 clusters Score -129458.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129460.140625 Penalty: 3520.794434
	Iteration 18Q: 3 clusters Score -129460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129462.273438 Penalty: 3520.794434
	Iteration 19Q: 3 clusters Score -129462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129463.953125 Penalty: 3520.794434
	Iteration 20F: 3 clusters Score -129464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129464.429688 Penalty: 3520.794434
	Iteration 21Q: 3 clusters Score -129464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129464.429688 Penalty: 3520.794434
	Iteration 22F: 3 clusters Score -129464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10739 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 14168 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 120433 members 
Mstep: Class 8 contains 59876 members 
Mstep: Class 9 contains 59753 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 6620 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27031 members 
Mstep: Class 14 contains 17621 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 240843 members 
Mstep: Class 17 contains 270002 members 
Mstep: Class 18 contains 192276 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 20 contains 402 members 
Mstep: Class 21 contains 41417 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 73440 members 
Mstep: Class 26 contains 9667 members 
Mstep: Class 27 contains 35791 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 129721 members 
Mstep: Class 30 contains 23141 members 
Mstep: Class 31 contains 8315 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 71008 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 6097 members 
Mstep: Class 36 contains 39051 members 
Mstep: Class 37 contains 175810 members 
Mstep: Class 38 contains 38095 members 
Mstep: Class 39 contains 424 members 
Mstep: Class 40 contains 5785 members 
Mstep: Class 41 contains 1210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952000.000000 Penalty: 161989.984375
Iteration 199Q: 46 clusters Score -2.25952e+08 nChanged 23481
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10758 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 14518 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 7 contains 121798 members 
Mstep: Class 8 contains 59979 members 
Mstep: Class 9 contains 59836 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 6646 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 27374 members 
Mstep: Class 14 contains 17712 members 
Mstep: Class 15 contains 7502 members 
Mstep: Class 16 contains 242245 members 
Mstep: Class 17 contains 271441 members 
Mstep: Class 18 contains 192289 members 
Mstep: Class 19 contains 9124 members 
Mstep: Class 20 contains 395 members 
Mstep: Class 21 contains 41490 members 
Mstep: Class 22 contains 11800 members 
Mstep: Class 23 contains 7243 members 
Mstep: Class 24 contains 13696 members 
Mstep: Class 25 contains 74063 members 
Mstep: Class 26 contains 9807 members 
Mstep: Class 27 contains 35837 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 128424 members 
Mstep: Class 30 contains 23196 members 
Mstep: Class 31 contains 8501 members 
Mstep: Class 32 contains 20086 members 
Mstep: Class 33 contains 69952 members 
Mstep: Class 34 contains 32583 members 
Mstep: Class 35 contains 6136 members 
Mstep: Class 36 contains 39581 members 
Mstep: Class 37 contains 178364 members 
Mstep: Class 38 contains 38031 members 
Mstep: Class 39 contains 431 members 
Mstep: Class 40 contains 5816 members 
Mstep: Class 41 contains 1216 members 
Mstep: Class 42 contains 792 members 
Mstep: Class 43 contains 141826 members 
Mstep: Class 44 contains 7381 members 
Mstep: Class 45 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959776.000000 Penalty: 161989.984375
Iteration 200F: 46 clusters Score -2.259598e+08 nChanged 18633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10771 members 
Mstep: Class 4 contains 12344 members 
Mstep: Class 5 contains 14316 members 
Mstep: Class 6 contains 11107 members 
Mstep: Class 7 contains 122200 members 
Mstep: Class 8 contains 59944 members 
Mstep: Class 9 contains 59781 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 6614 members 
Mstep: Class 12 contains 11887 members 
Mstep: Class 13 contains 27621 members 
Mstep: Class 14 contains 17719 members 
Mstep: Class 15 contains 7510 members 
Mstep: Class 16 contains 242970 members 
Mstep: Class 17 contains 272081 members 
Mstep: Class 18 contains 192112 members 
Mstep: Class 19 contains 9108 members 
Mstep: Class 20 contains 392 members 
Mstep: Class 21 contains 41488 members 
Mstep: Class 22 contains 11766 members 
Mstep: Class 23 contains 7169 members 
Mstep: Class 24 contains 13761 members 
Mstep: Class 25 contains 74192 members 
Mstep: Class 26 contains 9879 members 
Mstep: Class 27 contains 35817 members 
Mstep: Class 28 contains 8963 members 
Mstep: Class 29 contains 127131 members 
Mstep: Class 30 contains 23181 members 
Mstep: Class 31 contains 8550 members 
Mstep: Class 32 contains 20093 members 
Mstep: Class 33 contains 69121 members 
Mstep: Class 34 contains 32405 members 
Mstep: Class 35 contains 6146 members 
Mstep: Class 36 contains 39433 members 
Mstep: Class 37 contains 178711 members 
Mstep: Class 38 contains 38045 members 
Mstep: Class 39 contains 434 members 
Mstep: Class 40 contains 5821 members 
Mstep: Class 41 contains 1218 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 141270 members 
Mstep: Class 44 contains 8321 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960048.000000 Penalty: 161989.984375
Iteration 201Q: 46 clusters Score -2.2596e+08 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10783 members 
Mstep: Class 4 contains 12338 members 
Mstep: Class 5 contains 14200 members 
Mstep: Class 6 contains 11108 members 
Mstep: Class 7 contains 122634 members 
Mstep: Class 8 contains 59906 members 
Mstep: Class 9 contains 59776 members 
Mstep: Class 10 contains 6014 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 27881 members 
Mstep: Class 14 contains 17732 members 
Mstep: Class 15 contains 7515 members 
Mstep: Class 16 contains 243661 members 
Mstep: Class 17 contains 272678 members 
Mstep: Class 18 contains 191873 members 
Mstep: Class 19 contains 9082 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41447 members 
Mstep: Class 22 contains 11753 members 
Mstep: Class 23 contains 7129 members 
Mstep: Class 24 contains 13802 members 
Mstep: Class 25 contains 74454 members 
Mstep: Class 26 contains 9945 members 
Mstep: Class 27 contains 35802 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 126047 members 
Mstep: Class 30 contains 23172 members 
Mstep: Class 31 contains 8647 members 
Mstep: Class 32 contains 20107 members 
Mstep: Class 33 contains 68397 members 
Mstep: Class 34 contains 32196 members 
Mstep: Class 35 contains 6159 members 
Mstep: Class 36 contains 39300 members 
Mstep: Class 37 contains 178978 members 
Mstep: Class 38 contains 38085 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5835 members 
Mstep: Class 41 contains 1220 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 140492 members 
Mstep: Class 44 contains 8991 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959824.000000 Penalty: 161989.984375
Iteration 202Q: 46 clusters Score -2.259598e+08 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10800 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 14140 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 123042 members 
Mstep: Class 8 contains 59856 members 
Mstep: Class 9 contains 59786 members 
Mstep: Class 10 contains 6001 members 
Mstep: Class 11 contains 6589 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 28109 members 
Mstep: Class 14 contains 17748 members 
Mstep: Class 15 contains 7515 members 
Mstep: Class 16 contains 244246 members 
Mstep: Class 17 contains 273195 members 
Mstep: Class 18 contains 191593 members 
Mstep: Class 19 contains 9043 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41413 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7117 members 
Mstep: Class 24 contains 13841 members 
Mstep: Class 25 contains 74721 members 
Mstep: Class 26 contains 10023 members 
Mstep: Class 27 contains 35784 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 125112 members 
Mstep: Class 30 contains 23150 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 20111 members 
Mstep: Class 33 contains 67735 members 
Mstep: Class 34 contains 32004 members 
Mstep: Class 35 contains 6175 members 
Mstep: Class 36 contains 39174 members 
Mstep: Class 37 contains 179223 members 
Mstep: Class 38 contains 38126 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5857 members 
Mstep: Class 41 contains 1222 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 139825 members 
Mstep: Class 44 contains 9553 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959680.000000 Penalty: 161989.984375
Iteration 203Q: 46 clusters Score -2.259597e+08 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10808 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 14128 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 123376 members 
Mstep: Class 8 contains 59794 members 
Mstep: Class 9 contains 59810 members 
Mstep: Class 10 contains 5988 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 17764 members 
Mstep: Class 15 contains 7515 members 
Mstep: Class 16 contains 244796 members 
Mstep: Class 17 contains 273664 members 
Mstep: Class 18 contains 191282 members 
Mstep: Class 19 contains 9006 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41396 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 13881 members 
Mstep: Class 25 contains 75108 members 
Mstep: Class 26 contains 10088 members 
Mstep: Class 27 contains 35755 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 124160 members 
Mstep: Class 30 contains 23130 members 
Mstep: Class 31 contains 8780 members 
Mstep: Class 32 contains 20109 members 
Mstep: Class 33 contains 67106 members 
Mstep: Class 34 contains 31872 members 
Mstep: Class 35 contains 6186 members 
Mstep: Class 36 contains 39095 members 
Mstep: Class 37 contains 179341 members 
Mstep: Class 38 contains 38177 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5866 members 
Mstep: Class 41 contains 1222 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 139310 members 
Mstep: Class 44 contains 10048 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959680.000000 Penalty: 161989.984375
Iteration 204Q: 46 clusters Score -2.259597e+08 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10826 members 
Mstep: Class 4 contains 12280 members 
Mstep: Class 5 contains 14160 members 
Mstep: Class 6 contains 11107 members 
Mstep: Class 7 contains 123702 members 
Mstep: Class 8 contains 59759 members 
Mstep: Class 9 contains 59825 members 
Mstep: Class 10 contains 5976 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 13 contains 28428 members 
Mstep: Class 14 contains 17780 members 
Mstep: Class 15 contains 7515 members 
Mstep: Class 16 contains 245243 members 
Mstep: Class 17 contains 274147 members 
Mstep: Class 18 contains 190955 members 
Mstep: Class 19 contains 8964 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41376 members 
Mstep: Class 22 contains 11720 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 75524 members 
Mstep: Class 26 contains 10160 members 
Mstep: Class 27 contains 35730 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 123302 members 
Mstep: Class 30 contains 23113 members 
Mstep: Class 31 contains 8890 members 
Mstep: Class 32 contains 20108 members 
Mstep: Class 33 contains 66532 members 
Mstep: Class 34 contains 31764 members 
Mstep: Class 35 contains 6198 members 
Mstep: Class 36 contains 39029 members 
Mstep: Class 37 contains 179337 members 
Mstep: Class 38 contains 38240 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5884 members 
Mstep: Class 41 contains 1221 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 138826 members 
Mstep: Class 44 contains 10461 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 205Q: 46 clusters Score -2.259602e+08 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10837 members 
Mstep: Class 4 contains 12273 members 
Mstep: Class 5 contains 14193 members 
Mstep: Class 6 contains 11101 members 
Mstep: Class 7 contains 124017 members 
Mstep: Class 8 contains 59740 members 
Mstep: Class 9 contains 59792 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 28534 members 
Mstep: Class 14 contains 17806 members 
Mstep: Class 15 contains 7518 members 
Mstep: Class 16 contains 245740 members 
Mstep: Class 17 contains 274529 members 
Mstep: Class 18 contains 190646 members 
Mstep: Class 19 contains 8922 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41354 members 
Mstep: Class 22 contains 11716 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 13919 members 
Mstep: Class 25 contains 75878 members 
Mstep: Class 26 contains 10207 members 
Mstep: Class 27 contains 35710 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 122434 members 
Mstep: Class 30 contains 23104 members 
Mstep: Class 31 contains 8973 members 
Mstep: Class 32 contains 20118 members 
Mstep: Class 33 contains 66068 members 
Mstep: Class 34 contains 31688 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 38950 members 
Mstep: Class 37 contains 179280 members 
Mstep: Class 38 contains 38332 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5902 members 
Mstep: Class 41 contains 1219 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 138452 members 
Mstep: Class 44 contains 10838 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959536.000000 Penalty: 161989.984375
Iteration 206Q: 46 clusters Score -2.259595e+08 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 14224 members 
Mstep: Class 6 contains 11107 members 
Mstep: Class 7 contains 124325 members 
Mstep: Class 8 contains 59716 members 
Mstep: Class 9 contains 59790 members 
Mstep: Class 10 contains 5954 members 
Mstep: Class 11 contains 6601 members 
Mstep: Class 12 contains 11911 members 
Mstep: Class 13 contains 28652 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 246248 members 
Mstep: Class 17 contains 274905 members 
Mstep: Class 18 contains 190351 members 
Mstep: Class 19 contains 8873 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41335 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 13919 members 
Mstep: Class 25 contains 76247 members 
Mstep: Class 26 contains 10257 members 
Mstep: Class 27 contains 35690 members 
Mstep: Class 28 contains 8945 members 
Mstep: Class 29 contains 121544 members 
Mstep: Class 30 contains 23097 members 
Mstep: Class 31 contains 9076 members 
Mstep: Class 32 contains 20114 members 
Mstep: Class 33 contains 65630 members 
Mstep: Class 34 contains 31604 members 
Mstep: Class 35 contains 6230 members 
Mstep: Class 36 contains 38875 members 
Mstep: Class 37 contains 179192 members 
Mstep: Class 38 contains 38420 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5917 members 
Mstep: Class 41 contains 1219 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 138104 members 
Mstep: Class 44 contains 11191 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958736.000000 Penalty: 161989.984375
Iteration 207Q: 46 clusters Score -2.259587e+08 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 12235 members 
Mstep: Class 5 contains 14260 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 124629 members 
Mstep: Class 8 contains 59689 members 
Mstep: Class 9 contains 59784 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 28749 members 
Mstep: Class 14 contains 17836 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 246754 members 
Mstep: Class 17 contains 275241 members 
Mstep: Class 18 contains 190089 members 
Mstep: Class 19 contains 8827 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41312 members 
Mstep: Class 22 contains 11712 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 13922 members 
Mstep: Class 25 contains 76578 members 
Mstep: Class 26 contains 10298 members 
Mstep: Class 27 contains 35673 members 
Mstep: Class 28 contains 8945 members 
Mstep: Class 29 contains 120658 members 
Mstep: Class 30 contains 23099 members 
Mstep: Class 31 contains 9174 members 
Mstep: Class 32 contains 20103 members 
Mstep: Class 33 contains 65210 members 
Mstep: Class 34 contains 31496 members 
Mstep: Class 35 contains 6248 members 
Mstep: Class 36 contains 38821 members 
Mstep: Class 37 contains 179121 members 
Mstep: Class 38 contains 38503 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5935 members 
Mstep: Class 41 contains 1219 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 137790 members 
Mstep: Class 44 contains 11539 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958672.000000 Penalty: 161989.984375
Iteration 208Q: 46 clusters Score -2.259587e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10851 members 
Mstep: Class 4 contains 12220 members 
Mstep: Class 5 contains 14293 members 
Mstep: Class 6 contains 11097 members 
Mstep: Class 7 contains 124883 members 
Mstep: Class 8 contains 59658 members 
Mstep: Class 9 contains 59778 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 13 contains 28849 members 
Mstep: Class 14 contains 17843 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 247207 members 
Mstep: Class 17 contains 275540 members 
Mstep: Class 18 contains 189863 members 
Mstep: Class 19 contains 8780 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41290 members 
Mstep: Class 22 contains 11709 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 13906 members 
Mstep: Class 25 contains 76896 members 
Mstep: Class 26 contains 10337 members 
Mstep: Class 27 contains 35662 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 119871 members 
Mstep: Class 30 contains 23097 members 
Mstep: Class 31 contains 9258 members 
Mstep: Class 32 contains 20088 members 
Mstep: Class 33 contains 64842 members 
Mstep: Class 34 contains 31374 members 
Mstep: Class 35 contains 6267 members 
Mstep: Class 36 contains 38778 members 
Mstep: Class 37 contains 179054 members 
Mstep: Class 38 contains 38601 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5945 members 
Mstep: Class 41 contains 1217 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 137518 members 
Mstep: Class 44 contains 11861 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958592.000000 Penalty: 161989.984375
Iteration 209Q: 46 clusters Score -2.259586e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10865 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 14329 members 
Mstep: Class 6 contains 11094 members 
Mstep: Class 7 contains 125120 members 
Mstep: Class 8 contains 59639 members 
Mstep: Class 9 contains 59753 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6626 members 
Mstep: Class 12 contains 11919 members 
Mstep: Class 13 contains 28941 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 15 contains 7533 members 
Mstep: Class 16 contains 247643 members 
Mstep: Class 17 contains 275813 members 
Mstep: Class 18 contains 189659 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41280 members 
Mstep: Class 22 contains 11710 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 77205 members 
Mstep: Class 26 contains 10363 members 
Mstep: Class 27 contains 35643 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 119117 members 
Mstep: Class 30 contains 23095 members 
Mstep: Class 31 contains 9334 members 
Mstep: Class 32 contains 20068 members 
Mstep: Class 33 contains 64517 members 
Mstep: Class 34 contains 31267 members 
Mstep: Class 35 contains 6288 members 
Mstep: Class 36 contains 38735 members 
Mstep: Class 37 contains 178949 members 
Mstep: Class 38 contains 38693 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5950 members 
Mstep: Class 41 contains 1216 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 137256 members 
Mstep: Class 44 contains 12170 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958256.000000 Penalty: 161989.984375
Iteration 210Q: 46 clusters Score -2.259583e+08 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 14356 members 
Mstep: Class 6 contains 11097 members 
Mstep: Class 7 contains 125310 members 
Mstep: Class 8 contains 59621 members 
Mstep: Class 9 contains 59735 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 13 contains 29003 members 
Mstep: Class 14 contains 17859 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 248074 members 
Mstep: Class 17 contains 276096 members 
Mstep: Class 18 contains 189466 members 
Mstep: Class 19 contains 8692 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41272 members 
Mstep: Class 22 contains 11710 members 
Mstep: Class 23 contains 7054 members 
Mstep: Class 24 contains 13871 members 
Mstep: Class 25 contains 77468 members 
Mstep: Class 26 contains 10388 members 
Mstep: Class 27 contains 35633 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 118354 members 
Mstep: Class 30 contains 23091 members 
Mstep: Class 31 contains 9414 members 
Mstep: Class 32 contains 20054 members 
Mstep: Class 33 contains 64189 members 
Mstep: Class 34 contains 31154 members 
Mstep: Class 35 contains 6321 members 
Mstep: Class 36 contains 38674 members 
Mstep: Class 37 contains 178898 members 
Mstep: Class 38 contains 38791 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5961 members 
Mstep: Class 41 contains 1217 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 137042 members 
Mstep: Class 44 contains 12474 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957968.000000 Penalty: 161989.984375
Iteration 211Q: 46 clusters Score -2.25958e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10888 members 
Mstep: Class 4 contains 12221 members 
Mstep: Class 5 contains 14384 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 125469 members 
Mstep: Class 8 contains 59601 members 
Mstep: Class 9 contains 59688 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 6647 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 29050 members 
Mstep: Class 14 contains 17871 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 248510 members 
Mstep: Class 17 contains 276307 members 
Mstep: Class 18 contains 189295 members 
Mstep: Class 19 contains 8649 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41263 members 
Mstep: Class 22 contains 11709 members 
Mstep: Class 23 contains 7043 members 
Mstep: Class 24 contains 13858 members 
Mstep: Class 25 contains 77739 members 
Mstep: Class 26 contains 10420 members 
Mstep: Class 27 contains 35628 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 117637 members 
Mstep: Class 30 contains 23088 members 
Mstep: Class 31 contains 9488 members 
Mstep: Class 32 contains 20037 members 
Mstep: Class 33 contains 63903 members 
Mstep: Class 34 contains 31062 members 
Mstep: Class 35 contains 6354 members 
Mstep: Class 36 contains 38635 members 
Mstep: Class 37 contains 178850 members 
Mstep: Class 38 contains 38859 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 5980 members 
Mstep: Class 41 contains 1215 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 136831 members 
Mstep: Class 44 contains 12757 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957744.000000 Penalty: 161989.984375
Iteration 212Q: 46 clusters Score -2.259577e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 12225 members 
Mstep: Class 5 contains 14411 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 125597 members 
Mstep: Class 8 contains 59581 members 
Mstep: Class 9 contains 59665 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 11930 members 
Mstep: Class 13 contains 29081 members 
Mstep: Class 14 contains 17876 members 
Mstep: Class 15 contains 7547 members 
Mstep: Class 16 contains 248873 members 
Mstep: Class 17 contains 276518 members 
Mstep: Class 18 contains 189142 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41250 members 
Mstep: Class 22 contains 11707 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 13843 members 
Mstep: Class 25 contains 77977 members 
Mstep: Class 26 contains 10455 members 
Mstep: Class 27 contains 35622 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 116950 members 
Mstep: Class 30 contains 23083 members 
Mstep: Class 31 contains 9581 members 
Mstep: Class 32 contains 20021 members 
Mstep: Class 33 contains 63639 members 
Mstep: Class 34 contains 30982 members 
Mstep: Class 35 contains 6380 members 
Mstep: Class 36 contains 38571 members 
Mstep: Class 37 contains 178812 members 
Mstep: Class 38 contains 38940 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6001 members 
Mstep: Class 41 contains 1215 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 136656 members 
Mstep: Class 44 contains 13042 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957840.000000 Penalty: 161989.984375
Iteration 213Q: 46 clusters Score -2.259578e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10880 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 14437 members 
Mstep: Class 6 contains 11097 members 
Mstep: Class 7 contains 125731 members 
Mstep: Class 8 contains 59563 members 
Mstep: Class 9 contains 59646 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6667 members 
Mstep: Class 12 contains 11936 members 
Mstep: Class 13 contains 29105 members 
Mstep: Class 14 contains 17877 members 
Mstep: Class 15 contains 7551 members 
Mstep: Class 16 contains 249208 members 
Mstep: Class 17 contains 276671 members 
Mstep: Class 18 contains 188982 members 
Mstep: Class 19 contains 8592 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41244 members 
Mstep: Class 22 contains 11702 members 
Mstep: Class 23 contains 7049 members 
Mstep: Class 24 contains 13835 members 
Mstep: Class 25 contains 78204 members 
Mstep: Class 26 contains 10482 members 
Mstep: Class 27 contains 35617 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 116310 members 
Mstep: Class 30 contains 23077 members 
Mstep: Class 31 contains 9652 members 
Mstep: Class 32 contains 20018 members 
Mstep: Class 33 contains 63441 members 
Mstep: Class 34 contains 30882 members 
Mstep: Class 35 contains 6416 members 
Mstep: Class 36 contains 38520 members 
Mstep: Class 37 contains 178782 members 
Mstep: Class 38 contains 39021 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6015 members 
Mstep: Class 41 contains 1215 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 136501 members 
Mstep: Class 44 contains 13293 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957408.000000 Penalty: 161989.984375
Iteration 214Q: 46 clusters Score -2.259574e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 12225 members 
Mstep: Class 5 contains 14459 members 
Mstep: Class 6 contains 11092 members 
Mstep: Class 7 contains 125862 members 
Mstep: Class 8 contains 59540 members 
Mstep: Class 9 contains 59621 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 11941 members 
Mstep: Class 13 contains 29131 members 
Mstep: Class 14 contains 17890 members 
Mstep: Class 15 contains 7556 members 
Mstep: Class 16 contains 249509 members 
Mstep: Class 17 contains 276775 members 
Mstep: Class 18 contains 188837 members 
Mstep: Class 19 contains 8572 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41234 members 
Mstep: Class 22 contains 11705 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 13825 members 
Mstep: Class 25 contains 78463 members 
Mstep: Class 26 contains 10509 members 
Mstep: Class 27 contains 35607 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 115692 members 
Mstep: Class 30 contains 23077 members 
Mstep: Class 31 contains 9741 members 
Mstep: Class 32 contains 20015 members 
Mstep: Class 33 contains 63233 members 
Mstep: Class 34 contains 30824 members 
Mstep: Class 35 contains 6447 members 
Mstep: Class 36 contains 38481 members 
Mstep: Class 37 contains 178741 members 
Mstep: Class 38 contains 39101 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6028 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 797 members 
Mstep: Class 43 contains 136346 members 
Mstep: Class 44 contains 13534 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957168.000000 Penalty: 161989.984375
Iteration 215Q: 46 clusters Score -2.259572e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10877 members 
Mstep: Class 4 contains 12229 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 11091 members 
Mstep: Class 7 contains 125938 members 
Mstep: Class 8 contains 59527 members 
Mstep: Class 9 contains 59585 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 13 contains 29167 members 
Mstep: Class 14 contains 17895 members 
Mstep: Class 15 contains 7560 members 
Mstep: Class 16 contains 249765 members 
Mstep: Class 17 contains 276885 members 
Mstep: Class 18 contains 188707 members 
Mstep: Class 19 contains 8553 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41229 members 
Mstep: Class 22 contains 11705 members 
Mstep: Class 23 contains 7032 members 
Mstep: Class 24 contains 13821 members 
Mstep: Class 25 contains 78714 members 
Mstep: Class 26 contains 10536 members 
Mstep: Class 27 contains 35603 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 115121 members 
Mstep: Class 30 contains 23075 members 
Mstep: Class 31 contains 9825 members 
Mstep: Class 32 contains 20008 members 
Mstep: Class 33 contains 63036 members 
Mstep: Class 34 contains 30761 members 
Mstep: Class 35 contains 6467 members 
Mstep: Class 36 contains 38444 members 
Mstep: Class 37 contains 178715 members 
Mstep: Class 38 contains 39168 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6045 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 136222 members 
Mstep: Class 44 contains 13776 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956624.000000 Penalty: 161989.984375
Iteration 216Q: 46 clusters Score -2.259566e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10878 members 
Mstep: Class 4 contains 12234 members 
Mstep: Class 5 contains 14504 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 126000 members 
Mstep: Class 8 contains 59510 members 
Mstep: Class 9 contains 59564 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 29207 members 
Mstep: Class 14 contains 17901 members 
Mstep: Class 15 contains 7564 members 
Mstep: Class 16 contains 250052 members 
Mstep: Class 17 contains 276982 members 
Mstep: Class 18 contains 188602 members 
Mstep: Class 19 contains 8543 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41229 members 
Mstep: Class 22 contains 11708 members 
Mstep: Class 23 contains 7033 members 
Mstep: Class 24 contains 13812 members 
Mstep: Class 25 contains 78943 members 
Mstep: Class 26 contains 10570 members 
Mstep: Class 27 contains 35597 members 
Mstep: Class 28 contains 8959 members 
Mstep: Class 29 contains 114558 members 
Mstep: Class 30 contains 23070 members 
Mstep: Class 31 contains 9881 members 
Mstep: Class 32 contains 20010 members 
Mstep: Class 33 contains 62848 members 
Mstep: Class 34 contains 30694 members 
Mstep: Class 35 contains 6494 members 
Mstep: Class 36 contains 38388 members 
Mstep: Class 37 contains 178692 members 
Mstep: Class 38 contains 39231 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6054 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 136095 members 
Mstep: Class 44 contains 13993 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956448.000000 Penalty: 161989.984375
Iteration 217Q: 46 clusters Score -2.259564e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 12240 members 
Mstep: Class 5 contains 14525 members 
Mstep: Class 6 contains 11072 members 
Mstep: Class 7 contains 126057 members 
Mstep: Class 8 contains 59504 members 
Mstep: Class 9 contains 59532 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 11956 members 
Mstep: Class 13 contains 29240 members 
Mstep: Class 14 contains 17905 members 
Mstep: Class 15 contains 7570 members 
Mstep: Class 16 contains 250353 members 
Mstep: Class 17 contains 277049 members 
Mstep: Class 18 contains 188504 members 
Mstep: Class 19 contains 8537 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41234 members 
Mstep: Class 22 contains 11712 members 
Mstep: Class 23 contains 7035 members 
Mstep: Class 24 contains 13802 members 
Mstep: Class 25 contains 79155 members 
Mstep: Class 26 contains 10594 members 
Mstep: Class 27 contains 35600 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 113967 members 
Mstep: Class 30 contains 23067 members 
Mstep: Class 31 contains 9971 members 
Mstep: Class 32 contains 20015 members 
Mstep: Class 33 contains 62688 members 
Mstep: Class 34 contains 30612 members 
Mstep: Class 35 contains 6518 members 
Mstep: Class 36 contains 38361 members 
Mstep: Class 37 contains 178669 members 
Mstep: Class 38 contains 39313 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6071 members 
Mstep: Class 41 contains 1213 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135982 members 
Mstep: Class 44 contains 14191 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956512.000000 Penalty: 161989.984375
Iteration 218Q: 46 clusters Score -2.259565e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10876 members 
Mstep: Class 4 contains 12247 members 
Mstep: Class 5 contains 14538 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 126117 members 
Mstep: Class 8 contains 59497 members 
Mstep: Class 9 contains 59509 members 
Mstep: Class 10 contains 5913 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 11961 members 
Mstep: Class 13 contains 29268 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 250627 members 
Mstep: Class 17 contains 277063 members 
Mstep: Class 18 contains 188463 members 
Mstep: Class 19 contains 8527 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41230 members 
Mstep: Class 22 contains 11712 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 13795 members 
Mstep: Class 25 contains 79367 members 
Mstep: Class 26 contains 10612 members 
Mstep: Class 27 contains 35598 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 113444 members 
Mstep: Class 30 contains 23065 members 
Mstep: Class 31 contains 10012 members 
Mstep: Class 32 contains 20016 members 
Mstep: Class 33 contains 62551 members 
Mstep: Class 34 contains 30533 members 
Mstep: Class 35 contains 6540 members 
Mstep: Class 36 contains 38326 members 
Mstep: Class 37 contains 178642 members 
Mstep: Class 38 contains 39390 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6090 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135892 members 
Mstep: Class 44 contains 14388 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956784.000000 Penalty: 161989.984375
Iteration 219Q: 46 clusters Score -2.259568e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10881 members 
Mstep: Class 4 contains 12252 members 
Mstep: Class 5 contains 14551 members 
Mstep: Class 6 contains 11066 members 
Mstep: Class 7 contains 126150 members 
Mstep: Class 8 contains 59493 members 
Mstep: Class 9 contains 59475 members 
Mstep: Class 10 contains 5907 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 29294 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 7576 members 
Mstep: Class 16 contains 250873 members 
Mstep: Class 17 contains 277073 members 
Mstep: Class 18 contains 188420 members 
Mstep: Class 19 contains 8524 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41229 members 
Mstep: Class 22 contains 11712 members 
Mstep: Class 23 contains 7057 members 
Mstep: Class 24 contains 13784 members 
Mstep: Class 25 contains 79583 members 
Mstep: Class 26 contains 10636 members 
Mstep: Class 27 contains 35596 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 112949 members 
Mstep: Class 30 contains 23064 members 
Mstep: Class 31 contains 10082 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 62415 members 
Mstep: Class 34 contains 30464 members 
Mstep: Class 35 contains 6556 members 
Mstep: Class 36 contains 38298 members 
Mstep: Class 37 contains 178611 members 
Mstep: Class 38 contains 39458 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6101 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135809 members 
Mstep: Class 44 contains 14564 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956416.000000 Penalty: 161989.984375
Iteration 220F: 46 clusters Score -2.259564e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10885 members 
Mstep: Class 4 contains 12259 members 
Mstep: Class 5 contains 14563 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 126200 members 
Mstep: Class 8 contains 59491 members 
Mstep: Class 9 contains 59452 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 29315 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 251107 members 
Mstep: Class 17 contains 277077 members 
Mstep: Class 18 contains 188387 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41227 members 
Mstep: Class 22 contains 11709 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 13779 members 
Mstep: Class 25 contains 79765 members 
Mstep: Class 26 contains 10652 members 
Mstep: Class 27 contains 35590 members 
Mstep: Class 28 contains 8960 members 
Mstep: Class 29 contains 112460 members 
Mstep: Class 30 contains 23056 members 
Mstep: Class 31 contains 10147 members 
Mstep: Class 32 contains 20015 members 
Mstep: Class 33 contains 62275 members 
Mstep: Class 34 contains 30409 members 
Mstep: Class 35 contains 6569 members 
Mstep: Class 36 contains 38267 members 
Mstep: Class 37 contains 178587 members 
Mstep: Class 38 contains 39527 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6121 members 
Mstep: Class 41 contains 1213 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135735 members 
Mstep: Class 44 contains 14731 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956400.000000 Penalty: 161989.984375
Iteration 221Q: 46 clusters Score -2.259564e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10903 members 
Mstep: Class 4 contains 12265 members 
Mstep: Class 5 contains 14568 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 126262 members 
Mstep: Class 8 contains 59491 members 
Mstep: Class 9 contains 59440 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 29333 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 251325 members 
Mstep: Class 17 contains 277082 members 
Mstep: Class 18 contains 188349 members 
Mstep: Class 19 contains 8511 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41223 members 
Mstep: Class 22 contains 11713 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 13777 members 
Mstep: Class 25 contains 79941 members 
Mstep: Class 26 contains 10664 members 
Mstep: Class 27 contains 35581 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 111971 members 
Mstep: Class 30 contains 23047 members 
Mstep: Class 31 contains 10217 members 
Mstep: Class 32 contains 20013 members 
Mstep: Class 33 contains 62156 members 
Mstep: Class 34 contains 30326 members 
Mstep: Class 35 contains 6581 members 
Mstep: Class 36 contains 38246 members 
Mstep: Class 37 contains 178554 members 
Mstep: Class 38 contains 39588 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6135 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135669 members 
Mstep: Class 44 contains 14911 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956416.000000 Penalty: 161989.984375
Iteration 222Q: 46 clusters Score -2.259564e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10909 members 
Mstep: Class 4 contains 12270 members 
Mstep: Class 5 contains 14576 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 126325 members 
Mstep: Class 8 contains 59484 members 
Mstep: Class 9 contains 59438 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 29355 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 251538 members 
Mstep: Class 17 contains 277084 members 
Mstep: Class 18 contains 188313 members 
Mstep: Class 19 contains 8500 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41217 members 
Mstep: Class 22 contains 11714 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 80112 members 
Mstep: Class 26 contains 10680 members 
Mstep: Class 27 contains 35571 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 111508 members 
Mstep: Class 30 contains 23044 members 
Mstep: Class 31 contains 10282 members 
Mstep: Class 32 contains 20010 members 
Mstep: Class 33 contains 62064 members 
Mstep: Class 34 contains 30268 members 
Mstep: Class 35 contains 6596 members 
Mstep: Class 36 contains 38217 members 
Mstep: Class 37 contains 178530 members 
Mstep: Class 38 contains 39640 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6150 members 
Mstep: Class 41 contains 1215 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135591 members 
Mstep: Class 44 contains 15065 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956544.000000 Penalty: 161989.984375
Iteration 223Q: 46 clusters Score -2.259565e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10906 members 
Mstep: Class 4 contains 12276 members 
Mstep: Class 5 contains 14585 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 126385 members 
Mstep: Class 8 contains 59479 members 
Mstep: Class 9 contains 59419 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6745 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 29365 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 251776 members 
Mstep: Class 17 contains 277089 members 
Mstep: Class 18 contains 188272 members 
Mstep: Class 19 contains 8493 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41210 members 
Mstep: Class 22 contains 11712 members 
Mstep: Class 23 contains 7082 members 
Mstep: Class 24 contains 13760 members 
Mstep: Class 25 contains 80266 members 
Mstep: Class 26 contains 10693 members 
Mstep: Class 27 contains 35565 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 111099 members 
Mstep: Class 30 contains 23040 members 
Mstep: Class 31 contains 10321 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 61980 members 
Mstep: Class 34 contains 30215 members 
Mstep: Class 35 contains 6613 members 
Mstep: Class 36 contains 38177 members 
Mstep: Class 37 contains 178521 members 
Mstep: Class 38 contains 39693 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6155 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135522 members 
Mstep: Class 44 contains 15199 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956592.000000 Penalty: 161989.984375
Iteration 224Q: 46 clusters Score -2.259566e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 12281 members 
Mstep: Class 5 contains 14592 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 126434 members 
Mstep: Class 8 contains 59470 members 
Mstep: Class 9 contains 59399 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 11985 members 
Mstep: Class 13 contains 29373 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 251989 members 
Mstep: Class 17 contains 277079 members 
Mstep: Class 18 contains 188246 members 
Mstep: Class 19 contains 8487 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41207 members 
Mstep: Class 22 contains 11706 members 
Mstep: Class 23 contains 7094 members 
Mstep: Class 24 contains 13753 members 
Mstep: Class 25 contains 80413 members 
Mstep: Class 26 contains 10705 members 
Mstep: Class 27 contains 35565 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 110675 members 
Mstep: Class 30 contains 23037 members 
Mstep: Class 31 contains 10377 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 61912 members 
Mstep: Class 34 contains 30152 members 
Mstep: Class 35 contains 6631 members 
Mstep: Class 36 contains 38143 members 
Mstep: Class 37 contains 178507 members 
Mstep: Class 38 contains 39769 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6165 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135478 members 
Mstep: Class 44 contains 15323 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956064.000000 Penalty: 161989.984375
Iteration 225Q: 46 clusters Score -2.259561e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10907 members 
Mstep: Class 4 contains 12282 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 126485 members 
Mstep: Class 8 contains 59466 members 
Mstep: Class 9 contains 59391 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 29375 members 
Mstep: Class 14 contains 17918 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252180 members 
Mstep: Class 17 contains 277078 members 
Mstep: Class 18 contains 188217 members 
Mstep: Class 19 contains 8482 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41205 members 
Mstep: Class 22 contains 11701 members 
Mstep: Class 23 contains 7101 members 
Mstep: Class 24 contains 13753 members 
Mstep: Class 25 contains 80556 members 
Mstep: Class 26 contains 10714 members 
Mstep: Class 27 contains 35567 members 
Mstep: Class 28 contains 8958 members 
Mstep: Class 29 contains 110256 members 
Mstep: Class 30 contains 23034 members 
Mstep: Class 31 contains 10453 members 
Mstep: Class 32 contains 20001 members 
Mstep: Class 33 contains 61842 members 
Mstep: Class 34 contains 30104 members 
Mstep: Class 35 contains 6642 members 
Mstep: Class 36 contains 38112 members 
Mstep: Class 37 contains 178495 members 
Mstep: Class 38 contains 39846 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6179 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135409 members 
Mstep: Class 44 contains 15438 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956224.000000 Penalty: 161989.984375
Iteration 226Q: 46 clusters Score -2.259562e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10913 members 
Mstep: Class 4 contains 12285 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 126543 members 
Mstep: Class 8 contains 59460 members 
Mstep: Class 9 contains 59373 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 29379 members 
Mstep: Class 14 contains 17915 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252331 members 
Mstep: Class 17 contains 277081 members 
Mstep: Class 18 contains 188193 members 
Mstep: Class 19 contains 8479 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41202 members 
Mstep: Class 22 contains 11696 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 13751 members 
Mstep: Class 25 contains 80687 members 
Mstep: Class 26 contains 10726 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 109874 members 
Mstep: Class 30 contains 23028 members 
Mstep: Class 31 contains 10519 members 
Mstep: Class 32 contains 19998 members 
Mstep: Class 33 contains 61778 members 
Mstep: Class 34 contains 30059 members 
Mstep: Class 35 contains 6654 members 
Mstep: Class 36 contains 38086 members 
Mstep: Class 37 contains 178492 members 
Mstep: Class 38 contains 39931 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6189 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135329 members 
Mstep: Class 44 contains 15546 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955840.000000 Penalty: 161989.984375
Iteration 227Q: 46 clusters Score -2.259558e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10912 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 126597 members 
Mstep: Class 8 contains 59458 members 
Mstep: Class 9 contains 59377 members 
Mstep: Class 10 contains 5900 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 11990 members 
Mstep: Class 13 contains 29385 members 
Mstep: Class 14 contains 17915 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252434 members 
Mstep: Class 17 contains 277070 members 
Mstep: Class 18 contains 188161 members 
Mstep: Class 19 contains 8477 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41194 members 
Mstep: Class 22 contains 11690 members 
Mstep: Class 23 contains 7104 members 
Mstep: Class 24 contains 13745 members 
Mstep: Class 25 contains 80820 members 
Mstep: Class 26 contains 10740 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 109528 members 
Mstep: Class 30 contains 23028 members 
Mstep: Class 31 contains 10596 members 
Mstep: Class 32 contains 19999 members 
Mstep: Class 33 contains 61722 members 
Mstep: Class 34 contains 30012 members 
Mstep: Class 35 contains 6666 members 
Mstep: Class 36 contains 38058 members 
Mstep: Class 37 contains 178487 members 
Mstep: Class 38 contains 40028 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6196 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135246 members 
Mstep: Class 44 contains 15629 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955856.000000 Penalty: 161989.984375
Iteration 228Q: 46 clusters Score -2.259559e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10916 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 14642 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 126646 members 
Mstep: Class 8 contains 59459 members 
Mstep: Class 9 contains 59374 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 29387 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252547 members 
Mstep: Class 17 contains 277048 members 
Mstep: Class 18 contains 188140 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41190 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 13734 members 
Mstep: Class 25 contains 80928 members 
Mstep: Class 26 contains 10754 members 
Mstep: Class 27 contains 35571 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 109218 members 
Mstep: Class 30 contains 23025 members 
Mstep: Class 31 contains 10651 members 
Mstep: Class 32 contains 20001 members 
Mstep: Class 33 contains 61670 members 
Mstep: Class 34 contains 29967 members 
Mstep: Class 35 contains 6675 members 
Mstep: Class 36 contains 38025 members 
Mstep: Class 37 contains 178500 members 
Mstep: Class 38 contains 40127 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6207 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135160 members 
Mstep: Class 44 contains 15698 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955616.000000 Penalty: 161989.984375
Iteration 229Q: 46 clusters Score -2.259556e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10919 members 
Mstep: Class 4 contains 12287 members 
Mstep: Class 5 contains 14653 members 
Mstep: Class 6 contains 11068 members 
Mstep: Class 7 contains 126683 members 
Mstep: Class 8 contains 59457 members 
Mstep: Class 9 contains 59371 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 11994 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252642 members 
Mstep: Class 17 contains 277034 members 
Mstep: Class 18 contains 188114 members 
Mstep: Class 19 contains 8473 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41191 members 
Mstep: Class 22 contains 11682 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 13727 members 
Mstep: Class 25 contains 81041 members 
Mstep: Class 26 contains 10770 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 108919 members 
Mstep: Class 30 contains 23026 members 
Mstep: Class 31 contains 10712 members 
Mstep: Class 32 contains 20001 members 
Mstep: Class 33 contains 61629 members 
Mstep: Class 34 contains 29942 members 
Mstep: Class 35 contains 6684 members 
Mstep: Class 36 contains 37997 members 
Mstep: Class 37 contains 178478 members 
Mstep: Class 38 contains 40226 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6210 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135098 members 
Mstep: Class 44 contains 15762 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955824.000000 Penalty: 161989.984375
Iteration 230Q: 46 clusters Score -2.259558e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10919 members 
Mstep: Class 4 contains 12290 members 
Mstep: Class 5 contains 14664 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 7 contains 126728 members 
Mstep: Class 8 contains 59453 members 
Mstep: Class 9 contains 59368 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 6769 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 29380 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252743 members 
Mstep: Class 17 contains 277023 members 
Mstep: Class 18 contains 188086 members 
Mstep: Class 19 contains 8471 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41192 members 
Mstep: Class 22 contains 11679 members 
Mstep: Class 23 contains 7110 members 
Mstep: Class 24 contains 13713 members 
Mstep: Class 25 contains 81149 members 
Mstep: Class 26 contains 10788 members 
Mstep: Class 27 contains 35567 members 
Mstep: Class 28 contains 8957 members 
Mstep: Class 29 contains 108600 members 
Mstep: Class 30 contains 23025 members 
Mstep: Class 31 contains 10768 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 61586 members 
Mstep: Class 34 contains 29903 members 
Mstep: Class 35 contains 6691 members 
Mstep: Class 36 contains 37972 members 
Mstep: Class 37 contains 178484 members 
Mstep: Class 38 contains 40345 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6214 members 
Mstep: Class 41 contains 1213 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 135031 members 
Mstep: Class 44 contains 15832 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955728.000000 Penalty: 161989.984375
Iteration 231Q: 46 clusters Score -2.259557e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 12292 members 
Mstep: Class 5 contains 14677 members 
Mstep: Class 6 contains 11066 members 
Mstep: Class 7 contains 126772 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 59361 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 29380 members 
Mstep: Class 14 contains 17921 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252846 members 
Mstep: Class 17 contains 277010 members 
Mstep: Class 18 contains 188060 members 
Mstep: Class 19 contains 8467 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41191 members 
Mstep: Class 22 contains 11675 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 13708 members 
Mstep: Class 25 contains 81267 members 
Mstep: Class 26 contains 10797 members 
Mstep: Class 27 contains 35565 members 
Mstep: Class 28 contains 8956 members 
Mstep: Class 29 contains 108283 members 
Mstep: Class 30 contains 23027 members 
Mstep: Class 31 contains 10818 members 
Mstep: Class 32 contains 20007 members 
Mstep: Class 33 contains 61534 members 
Mstep: Class 34 contains 29872 members 
Mstep: Class 35 contains 6699 members 
Mstep: Class 36 contains 37951 members 
Mstep: Class 37 contains 178483 members 
Mstep: Class 38 contains 40461 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6213 members 
Mstep: Class 41 contains 1214 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134958 members 
Mstep: Class 44 contains 15897 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955568.000000 Penalty: 161989.984375
Iteration 232Q: 46 clusters Score -2.259556e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10921 members 
Mstep: Class 4 contains 12298 members 
Mstep: Class 5 contains 14690 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 126802 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 59351 members 
Mstep: Class 10 contains 5944 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 11999 members 
Mstep: Class 13 contains 29380 members 
Mstep: Class 14 contains 17922 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 252958 members 
Mstep: Class 17 contains 276999 members 
Mstep: Class 18 contains 188047 members 
Mstep: Class 19 contains 8464 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41188 members 
Mstep: Class 22 contains 11680 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 13700 members 
Mstep: Class 25 contains 81381 members 
Mstep: Class 26 contains 10816 members 
Mstep: Class 27 contains 35564 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 107986 members 
Mstep: Class 30 contains 23027 members 
Mstep: Class 31 contains 10857 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 61491 members 
Mstep: Class 34 contains 29840 members 
Mstep: Class 35 contains 6704 members 
Mstep: Class 36 contains 37930 members 
Mstep: Class 37 contains 178469 members 
Mstep: Class 38 contains 40573 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6212 members 
Mstep: Class 41 contains 1213 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134884 members 
Mstep: Class 44 contains 15970 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955504.000000 Penalty: 161989.984375
Iteration 233Q: 46 clusters Score -2.259555e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10919 members 
Mstep: Class 4 contains 12302 members 
Mstep: Class 5 contains 14702 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 126827 members 
Mstep: Class 8 contains 59447 members 
Mstep: Class 9 contains 59344 members 
Mstep: Class 10 contains 5945 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 12006 members 
Mstep: Class 13 contains 29384 members 
Mstep: Class 14 contains 17928 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 253076 members 
Mstep: Class 17 contains 276977 members 
Mstep: Class 18 contains 188031 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41188 members 
Mstep: Class 22 contains 11682 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 13693 members 
Mstep: Class 25 contains 81479 members 
Mstep: Class 26 contains 10836 members 
Mstep: Class 27 contains 35565 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 107703 members 
Mstep: Class 30 contains 23027 members 
Mstep: Class 31 contains 10890 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 61459 members 
Mstep: Class 34 contains 29798 members 
Mstep: Class 35 contains 6708 members 
Mstep: Class 36 contains 37915 members 
Mstep: Class 37 contains 178462 members 
Mstep: Class 38 contains 40674 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6212 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134815 members 
Mstep: Class 44 contains 16035 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955712.000000 Penalty: 161989.984375
Iteration 234Q: 46 clusters Score -2.259557e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10920 members 
Mstep: Class 4 contains 12305 members 
Mstep: Class 5 contains 14710 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 126853 members 
Mstep: Class 8 contains 59448 members 
Mstep: Class 9 contains 59337 members 
Mstep: Class 10 contains 5953 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 12008 members 
Mstep: Class 13 contains 29394 members 
Mstep: Class 14 contains 17935 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 253172 members 
Mstep: Class 17 contains 276946 members 
Mstep: Class 18 contains 188023 members 
Mstep: Class 19 contains 8462 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41189 members 
Mstep: Class 22 contains 11685 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 13684 members 
Mstep: Class 25 contains 81572 members 
Mstep: Class 26 contains 10855 members 
Mstep: Class 27 contains 35562 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 107423 members 
Mstep: Class 30 contains 23028 members 
Mstep: Class 31 contains 10948 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 61414 members 
Mstep: Class 34 contains 29748 members 
Mstep: Class 35 contains 6714 members 
Mstep: Class 36 contains 37896 members 
Mstep: Class 37 contains 178454 members 
Mstep: Class 38 contains 40773 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6218 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134763 members 
Mstep: Class 44 contains 16089 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955696.000000 Penalty: 161989.984375
Iteration 235Q: 46 clusters Score -2.259557e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10923 members 
Mstep: Class 4 contains 12307 members 
Mstep: Class 5 contains 14714 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 126883 members 
Mstep: Class 8 contains 59448 members 
Mstep: Class 9 contains 59336 members 
Mstep: Class 10 contains 5955 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 29391 members 
Mstep: Class 14 contains 17939 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 253260 members 
Mstep: Class 17 contains 276915 members 
Mstep: Class 18 contains 188013 members 
Mstep: Class 19 contains 8460 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41190 members 
Mstep: Class 22 contains 11685 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 13673 members 
Mstep: Class 25 contains 81648 members 
Mstep: Class 26 contains 10873 members 
Mstep: Class 27 contains 35562 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 107149 members 
Mstep: Class 30 contains 23028 members 
Mstep: Class 31 contains 11013 members 
Mstep: Class 32 contains 20007 members 
Mstep: Class 33 contains 61379 members 
Mstep: Class 34 contains 29707 members 
Mstep: Class 35 contains 6718 members 
Mstep: Class 36 contains 37881 members 
Mstep: Class 37 contains 178449 members 
Mstep: Class 38 contains 40858 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6224 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134726 members 
Mstep: Class 44 contains 16152 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955680.000000 Penalty: 161989.984375
Iteration 236Q: 46 clusters Score -2.259557e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10927 members 
Mstep: Class 4 contains 12307 members 
Mstep: Class 5 contains 14718 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 126912 members 
Mstep: Class 8 contains 59443 members 
Mstep: Class 9 contains 59341 members 
Mstep: Class 10 contains 5955 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 29388 members 
Mstep: Class 14 contains 17939 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 253365 members 
Mstep: Class 17 contains 276875 members 
Mstep: Class 18 contains 188007 members 
Mstep: Class 19 contains 8456 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41190 members 
Mstep: Class 22 contains 11684 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 13662 members 
Mstep: Class 25 contains 81732 members 
Mstep: Class 26 contains 10898 members 
Mstep: Class 27 contains 35562 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 106869 members 
Mstep: Class 30 contains 23033 members 
Mstep: Class 31 contains 11082 members 
Mstep: Class 32 contains 20010 members 
Mstep: Class 33 contains 61344 members 
Mstep: Class 34 contains 29682 members 
Mstep: Class 35 contains 6726 members 
Mstep: Class 36 contains 37864 members 
Mstep: Class 37 contains 178433 members 
Mstep: Class 38 contains 40929 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6230 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134681 members 
Mstep: Class 44 contains 16225 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955520.000000 Penalty: 161989.984375
Iteration 237Q: 46 clusters Score -2.259555e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 12308 members 
Mstep: Class 5 contains 14730 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 126937 members 
Mstep: Class 8 contains 59442 members 
Mstep: Class 9 contains 59334 members 
Mstep: Class 10 contains 5950 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 12010 members 
Mstep: Class 13 contains 29387 members 
Mstep: Class 14 contains 17941 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 253495 members 
Mstep: Class 17 contains 276859 members 
Mstep: Class 18 contains 188006 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41189 members 
Mstep: Class 22 contains 11681 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 13644 members 
Mstep: Class 25 contains 81805 members 
Mstep: Class 26 contains 10930 members 
Mstep: Class 27 contains 35562 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 106595 members 
Mstep: Class 30 contains 23036 members 
Mstep: Class 31 contains 11148 members 
Mstep: Class 32 contains 20009 members 
Mstep: Class 33 contains 61313 members 
Mstep: Class 34 contains 29657 members 
Mstep: Class 35 contains 6729 members 
Mstep: Class 36 contains 37847 members 
Mstep: Class 37 contains 178424 members 
Mstep: Class 38 contains 40995 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6243 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134626 members 
Mstep: Class 44 contains 16268 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955456.000000 Penalty: 161989.984375
Iteration 238Q: 46 clusters Score -2.259555e+08 nChanged 873
Entering ConstructFrom: 
Score: -225955456.000000 Penalty: 161989.984375
Entering ConstructFrom: 
Trying to split cluster 1 (24106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Entering Unmasked Estep 
Score: -2721553.750000 Penalty: 2502.373535
	Iteration 0F: 2 clusters Score -2721554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2704813.750000 Penalty: 5004.747070
	Iteration 0F: 3 clusters Score -2704814 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2710715.750000 Penalty: 5004.747070
	Iteration 1F: 3 clusters Score -2710716 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2711300.000000 Penalty: 5004.747070
	Iteration 2F: 3 clusters Score -2711300 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2711889.000000 Penalty: 5004.747070
	Iteration 3F: 3 clusters Score -2711889 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2712528.500000 Penalty: 5004.747070
	Iteration 4F: 3 clusters Score -2712528 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2713302.250000 Penalty: 5004.747070
	Iteration 5F: 3 clusters Score -2713302 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2714134.250000 Penalty: 5004.747070
	Iteration 6F: 3 clusters Score -2714134 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2714948.000000 Penalty: 5004.747070
	Iteration 7F: 3 clusters Score -2714948 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2715663.250000 Penalty: 5004.747070
	Iteration 8F: 3 clusters Score -2715663 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2716325.500000 Penalty: 5004.747070
	Iteration 9Q: 3 clusters Score -2716326 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2716825.750000 Penalty: 5004.747070
	Iteration 10Q: 3 clusters Score -2716826 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2717179.000000 Penalty: 5004.747070
	Iteration 11Q: 3 clusters Score -2717179 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2717457.500000 Penalty: 5004.747070
	Iteration 12Q: 3 clusters Score -2717458 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2717650.250000 Penalty: 5004.747070
	Iteration 13Q: 3 clusters Score -2717650 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2717816.750000 Penalty: 5004.747070
	Iteration 14Q: 3 clusters Score -2717817 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2717984.250000 Penalty: 5004.747070
	Iteration 15Q: 3 clusters Score -2717984 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2718106.750000 Penalty: 5004.747070
	Iteration 16Q: 3 clusters Score -2718107 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2718221.000000 Penalty: 5004.747070
	Iteration 17Q: 3 clusters Score -2718221 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2718311.750000 Penalty: 5004.747070
	Iteration 18Q: 3 clusters Score -2718312 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2718399.000000 Penalty: 5004.747070
	Iteration 19Q: 3 clusters Score -2718399 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2718488.750000 Penalty: 5004.747070
	Iteration 20F: 3 clusters Score -2718489 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2718577.500000 Penalty: 5004.747070
	Iteration 21Q: 3 clusters Score -2718578 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2718654.750000 Penalty: 5004.747070
	Iteration 22Q: 3 clusters Score -2718655 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2718743.000000 Penalty: 5004.747070
	Iteration 23Q: 3 clusters Score -2718743 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2718825.250000 Penalty: 5004.747070
	Iteration 24Q: 3 clusters Score -2718825 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2718924.500000 Penalty: 5004.747070
	Iteration 25Q: 3 clusters Score -2718924 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2719018.250000 Penalty: 5004.747070
	Iteration 26Q: 3 clusters Score -2719018 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2719098.000000 Penalty: 5004.747070
	Iteration 27Q: 3 clusters Score -2719098 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2719177.250000 Penalty: 5004.747070
	Iteration 28Q: 3 clusters Score -2719177 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2719269.750000 Penalty: 5004.747070
	Iteration 29Q: 3 clusters Score -2719270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2719338.000000 Penalty: 5004.747070
	Iteration 30Q: 3 clusters Score -2719338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2719410.000000 Penalty: 5004.747070
	Iteration 31Q: 3 clusters Score -2719410 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2719448.500000 Penalty: 5004.747070
	Iteration 32Q: 3 clusters Score -2719448 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2719503.750000 Penalty: 5004.747070
	Iteration 33Q: 3 clusters Score -2719504 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2719542.500000 Penalty: 5004.747070
	Iteration 34Q: 3 clusters Score -2719542 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2719580.250000 Penalty: 5004.747070
	Iteration 35Q: 3 clusters Score -2719580 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2719624.250000 Penalty: 5004.747070
	Iteration 36Q: 3 clusters Score -2719624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2719641.250000 Penalty: 5004.747070
	Iteration 37Q: 3 clusters Score -2719641 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2719659.750000 Penalty: 5004.747070
	Iteration 38Q: 3 clusters Score -2719660 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2719676.500000 Penalty: 5004.747070
	Iteration 39Q: 3 clusters Score -2719676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2719697.500000 Penalty: 5004.747070
	Iteration 40F: 3 clusters Score -2719698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2719712.750000 Penalty: 5004.747070
	Iteration 41Q: 3 clusters Score -2719713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2719723.750000 Penalty: 5004.747070
	Iteration 42Q: 3 clusters Score -2719724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2719745.250000 Penalty: 5004.747070
	Iteration 43Q: 3 clusters Score -2719745 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2719750.750000 Penalty: 5004.747070
	Iteration 44Q: 3 clusters Score -2719751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2719747.250000 Penalty: 5004.747070
	Iteration 45Q: 3 clusters Score -2719747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2719758.500000 Penalty: 5004.747070
	Iteration 46Q: 3 clusters Score -2719758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2719762.750000 Penalty: 5004.747070
	Iteration 47Q: 3 clusters Score -2719763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2719771.750000 Penalty: 5004.747070
	Iteration 48Q: 3 clusters Score -2719772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2719768.500000 Penalty: 5004.747070
	Iteration 49Q: 3 clusters Score -2719768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2719781.000000 Penalty: 5004.747070
	Iteration 50Q: 3 clusters Score -2719781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2719783.250000 Penalty: 5004.747070
	Iteration 51Q: 3 clusters Score -2719783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2719786.750000 Penalty: 5004.747070
	Iteration 52Q: 3 clusters Score -2719787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2719801.250000 Penalty: 5004.747070
	Iteration 53Q: 3 clusters Score -2719801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2719797.500000 Penalty: 5004.747070
	Iteration 54Q: 3 clusters Score -2719798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2719798.750000 Penalty: 5004.747070
	Iteration 55Q: 3 clusters Score -2719799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2719801.250000 Penalty: 5004.747070
	Iteration 56Q: 3 clusters Score -2719801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2719806.000000 Penalty: 5004.747070
	Iteration 57Q: 3 clusters Score -2719806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2719812.500000 Penalty: 5004.747070
	Iteration 58Q: 3 clusters Score -2719812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2719813.500000 Penalty: 5004.747070
	Iteration 59Q: 3 clusters Score -2719814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2719815.500000 Penalty: 5004.747070
	Iteration 60F: 3 clusters Score -2719816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2719820.000000 Penalty: 5004.747070
	Iteration 61Q: 3 clusters Score -2719820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2719822.500000 Penalty: 5004.747070
	Iteration 62Q: 3 clusters Score -2719822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2719820.000000 Penalty: 5004.747070
	Iteration 63Q: 3 clusters Score -2719820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2719823.750000 Penalty: 5004.747070
	Iteration 64Q: 3 clusters Score -2719824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2719828.250000 Penalty: 5004.747070
	Iteration 65Q: 3 clusters Score -2719828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2719832.750000 Penalty: 5004.747070
	Iteration 66Q: 3 clusters Score -2719833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2719833.500000 Penalty: 5004.747070
	Iteration 67Q: 3 clusters Score -2719834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2719837.000000 Penalty: 5004.747070
	Iteration 68Q: 3 clusters Score -2719837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2719840.250000 Penalty: 5004.747070
	Iteration 69Q: 3 clusters Score -2719840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2719840.500000 Penalty: 5004.747070
	Iteration 70Q: 3 clusters Score -2719840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2719840.000000 Penalty: 5004.747070
	Iteration 71Q: 3 clusters Score -2719840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2719844.250000 Penalty: 5004.747070
	Iteration 72Q: 3 clusters Score -2719844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2719838.750000 Penalty: 5004.747070
	Iteration 73Q: 3 clusters Score -2719839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2719836.750000 Penalty: 5004.747070
	Iteration 74Q: 3 clusters Score -2719837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2719836.750000 Penalty: 5004.747070
	Iteration 75Q: 3 clusters Score -2719837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2719837.000000 Penalty: 5004.747070
	Iteration 76Q: 3 clusters Score -2719837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2719837.750000 Penalty: 5004.747070
	Iteration 77Q: 3 clusters Score -2719838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2719839.500000 Penalty: 5004.747070
	Iteration 78Q: 3 clusters Score -2719840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2719839.750000 Penalty: 5004.747070
	Iteration 79Q: 3 clusters Score -2719840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2719839.750000 Penalty: 5004.747070
	Iteration 80F: 3 clusters Score -2719840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2719843.750000 Penalty: 5004.747070
	Iteration 81Q: 3 clusters Score -2719844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2719842.000000 Penalty: 5004.747070
	Iteration 82Q: 3 clusters Score -2719842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2719846.500000 Penalty: 5004.747070
	Iteration 83Q: 3 clusters Score -2719846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2719845.750000 Penalty: 5004.747070
	Iteration 84Q: 3 clusters Score -2719846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2719843.250000 Penalty: 5004.747070
	Iteration 85Q: 3 clusters Score -2719843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2719846.000000 Penalty: 5004.747070
	Iteration 86Q: 3 clusters Score -2719846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2719849.250000 Penalty: 5004.747070
	Iteration 87Q: 3 clusters Score -2719849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2719852.750000 Penalty: 5004.747070
	Iteration 88Q: 3 clusters Score -2719853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2719849.250000 Penalty: 5004.747070
	Iteration 89Q: 3 clusters Score -2719849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2719857.750000 Penalty: 5004.747070
	Iteration 90Q: 3 clusters Score -2719858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2719859.000000 Penalty: 5004.747070
	Iteration 91Q: 3 clusters Score -2719859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2719861.250000 Penalty: 5004.747070
	Iteration 92Q: 3 clusters Score -2719861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2719860.500000 Penalty: 5004.747070
	Iteration 93Q: 3 clusters Score -2719860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2719861.500000 Penalty: 5004.747070
	Iteration 94Q: 3 clusters Score -2719862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2719861.500000 Penalty: 5004.747070
	Iteration 95F: 3 clusters Score -2719862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -86669.164062 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -86669.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84909.296875 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -84909.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85282.265625 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -85282.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85509.531250 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -85509.53 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85751.148438 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -85751.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85975.539062 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -85975.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86046.320312 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -86046.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86087.570312 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -86087.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -86133.898438 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -86133.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -86162.039062 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -86162.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -86181.203125 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -86181.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86184.929688 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -86184.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -86185.710938 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -86185.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -86185.710938 Penalty: 3346.220459
	Iteration 12F: 3 clusters Score -86185.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Entering Unmasked Estep 
Score: -1222064.125000 Penalty: 2306.195557
	Iteration 0F: 2 clusters Score -1222064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1213823.750000 Penalty: 4612.391113
	Iteration 0F: 3 clusters Score -1213824 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1216317.125000 Penalty: 4612.391113
	Iteration 1F: 3 clusters Score -1216317 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1216769.375000 Penalty: 4612.391113
	Iteration 2F: 3 clusters Score -1216769 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1217118.625000 Penalty: 4612.391113
	Iteration 3F: 3 clusters Score -1217119 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1217399.875000 Penalty: 4612.391113
	Iteration 4F: 3 clusters Score -1217400 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1217670.625000 Penalty: 4612.391113
	Iteration 5Q: 3 clusters Score -1217671 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1217944.125000 Penalty: 4612.391113
	Iteration 6Q: 3 clusters Score -1217944 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1218237.250000 Penalty: 4612.391113
	Iteration 7Q: 3 clusters Score -1218237 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1218502.000000 Penalty: 4612.391113
	Iteration 8Q: 3 clusters Score -1218502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1218730.375000 Penalty: 4612.391113
	Iteration 9Q: 3 clusters Score -1218730 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1218943.375000 Penalty: 4612.391113
	Iteration 10Q: 3 clusters Score -1218943 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1219129.000000 Penalty: 4612.391113
	Iteration 11Q: 3 clusters Score -1219129 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1219285.125000 Penalty: 4612.391113
	Iteration 12Q: 3 clusters Score -1219285 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1219409.375000 Penalty: 4612.391113
	Iteration 13Q: 3 clusters Score -1219409 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1219521.750000 Penalty: 4612.391113
	Iteration 14Q: 3 clusters Score -1219522 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1219620.375000 Penalty: 4612.391113
	Iteration 15Q: 3 clusters Score -1219620 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1219705.375000 Penalty: 4612.391113
	Iteration 16Q: 3 clusters Score -1219705 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1219774.875000 Penalty: 4612.391113
	Iteration 17Q: 3 clusters Score -1219775 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1219847.625000 Penalty: 4612.391113
	Iteration 18Q: 3 clusters Score -1219848 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1219911.500000 Penalty: 4612.391113
	Iteration 19Q: 3 clusters Score -1219912 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1219967.750000 Penalty: 4612.391113
	Iteration 20F: 3 clusters Score -1219968 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1220023.375000 Penalty: 4612.391113
	Iteration 21Q: 3 clusters Score -1220023 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1220078.375000 Penalty: 4612.391113
	Iteration 22Q: 3 clusters Score -1220078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1220130.375000 Penalty: 4612.391113
	Iteration 23Q: 3 clusters Score -1220130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1220169.500000 Penalty: 4612.391113
	Iteration 24Q: 3 clusters Score -1220170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1220209.125000 Penalty: 4612.391113
	Iteration 25Q: 3 clusters Score -1220209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1220233.875000 Penalty: 4612.391113
	Iteration 26Q: 3 clusters Score -1220234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1220247.750000 Penalty: 4612.391113
	Iteration 27Q: 3 clusters Score -1220248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1220261.375000 Penalty: 4612.391113
	Iteration 28Q: 3 clusters Score -1220261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1220275.000000 Penalty: 4612.391113
	Iteration 29Q: 3 clusters Score -1220275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1220286.000000 Penalty: 4612.391113
	Iteration 30Q: 3 clusters Score -1220286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1220299.000000 Penalty: 4612.391113
	Iteration 31Q: 3 clusters Score -1220299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1220309.375000 Penalty: 4612.391113
	Iteration 32Q: 3 clusters Score -1220309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1220315.875000 Penalty: 4612.391113
	Iteration 33Q: 3 clusters Score -1220316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1220316.250000 Penalty: 4612.391113
	Iteration 34Q: 3 clusters Score -1220316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1220323.250000 Penalty: 4612.391113
	Iteration 35Q: 3 clusters Score -1220323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1220332.375000 Penalty: 4612.391113
	Iteration 36Q: 3 clusters Score -1220332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1220340.625000 Penalty: 4612.391113
	Iteration 37Q: 3 clusters Score -1220341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1220345.500000 Penalty: 4612.391113
	Iteration 38Q: 3 clusters Score -1220346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1220351.375000 Penalty: 4612.391113
	Iteration 39Q: 3 clusters Score -1220351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1220357.375000 Penalty: 4612.391113
	Iteration 40F: 3 clusters Score -1220357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1220361.875000 Penalty: 4612.391113
	Iteration 41Q: 3 clusters Score -1220362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1220362.750000 Penalty: 4612.391113
	Iteration 42Q: 3 clusters Score -1220363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1220367.625000 Penalty: 4612.391113
	Iteration 43Q: 3 clusters Score -1220368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1220370.750000 Penalty: 4612.391113
	Iteration 44Q: 3 clusters Score -1220371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1220371.000000 Penalty: 4612.391113
	Iteration 45Q: 3 clusters Score -1220371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1220374.000000 Penalty: 4612.391113
	Iteration 46Q: 3 clusters Score -1220374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1220375.000000 Penalty: 4612.391113
	Iteration 47Q: 3 clusters Score -1220375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1220376.000000 Penalty: 4612.391113
	Iteration 48Q: 3 clusters Score -1220376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1220377.375000 Penalty: 4612.391113
	Iteration 49Q: 3 clusters Score -1220377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1220377.375000 Penalty: 4612.391113
	Iteration 50F: 3 clusters Score -1220377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1358743.000000 Penalty: 2335.665283
	Iteration 0F: 2 clusters Score -1358743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1349566.250000 Penalty: 4671.330566
	Iteration 0F: 3 clusters Score -1349566 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1352320.000000 Penalty: 4671.330566
	Iteration 1F: 3 clusters Score -1352320 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1352721.125000 Penalty: 4671.330566
	Iteration 2F: 3 clusters Score -1352721 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1353116.750000 Penalty: 4671.330566
	Iteration 3F: 3 clusters Score -1353117 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1353474.000000 Penalty: 4671.330566
	Iteration 4F: 3 clusters Score -1353474 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1353786.625000 Penalty: 4671.330566
	Iteration 5Q: 3 clusters Score -1353787 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1354022.500000 Penalty: 4671.330566
	Iteration 6Q: 3 clusters Score -1354022 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1354210.750000 Penalty: 4671.330566
	Iteration 7Q: 3 clusters Score -1354211 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1354373.375000 Penalty: 4671.330566
	Iteration 8Q: 3 clusters Score -1354373 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1354528.125000 Penalty: 4671.330566
	Iteration 9Q: 3 clusters Score -1354528 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1354680.750000 Penalty: 4671.330566
	Iteration 10Q: 3 clusters Score -1354681 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1354857.625000 Penalty: 4671.330566
	Iteration 11Q: 3 clusters Score -1354858 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1355041.250000 Penalty: 4671.330566
	Iteration 12Q: 3 clusters Score -1355041 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1355252.500000 Penalty: 4671.330566
	Iteration 13Q: 3 clusters Score -1355252 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1355481.750000 Penalty: 4671.330566
	Iteration 14Q: 3 clusters Score -1355482 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1355712.750000 Penalty: 4671.330566
	Iteration 15Q: 3 clusters Score -1355713 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1355962.500000 Penalty: 4671.330566
	Iteration 16Q: 3 clusters Score -1355962 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1356180.875000 Penalty: 4671.330566
	Iteration 17Q: 3 clusters Score -1356181 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1356353.375000 Penalty: 4671.330566
	Iteration 18Q: 3 clusters Score -1356353 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1356497.750000 Penalty: 4671.330566
	Iteration 19Q: 3 clusters Score -1356498 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1356640.375000 Penalty: 4671.330566
	Iteration 20F: 3 clusters Score -1356640 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1356773.125000 Penalty: 4671.330566
	Iteration 21Q: 3 clusters Score -1356773 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1356900.875000 Penalty: 4671.330566
	Iteration 22Q: 3 clusters Score -1356901 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1357019.000000 Penalty: 4671.330566
	Iteration 23Q: 3 clusters Score -1357019 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1357145.625000 Penalty: 4671.330566
	Iteration 24Q: 3 clusters Score -1357146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1357250.875000 Penalty: 4671.330566
	Iteration 25Q: 3 clusters Score -1357251 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1357332.375000 Penalty: 4671.330566
	Iteration 26Q: 3 clusters Score -1357332 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1357425.750000 Penalty: 4671.330566
	Iteration 27Q: 3 clusters Score -1357426 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1357511.375000 Penalty: 4671.330566
	Iteration 28Q: 3 clusters Score -1357511 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1357581.125000 Penalty: 4671.330566
	Iteration 29Q: 3 clusters Score -1357581 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1357632.875000 Penalty: 4671.330566
	Iteration 30Q: 3 clusters Score -1357633 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1357678.875000 Penalty: 4671.330566
	Iteration 31Q: 3 clusters Score -1357679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1357704.250000 Penalty: 4671.330566
	Iteration 32Q: 3 clusters Score -1357704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1357729.500000 Penalty: 4671.330566
	Iteration 33Q: 3 clusters Score -1357730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1357748.625000 Penalty: 4671.330566
	Iteration 34Q: 3 clusters Score -1357749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1357768.750000 Penalty: 4671.330566
	Iteration 35Q: 3 clusters Score -1357769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1357787.875000 Penalty: 4671.330566
	Iteration 36Q: 3 clusters Score -1357788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1357798.125000 Penalty: 4671.330566
	Iteration 37Q: 3 clusters Score -1357798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1357806.625000 Penalty: 4671.330566
	Iteration 38Q: 3 clusters Score -1357807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1357814.125000 Penalty: 4671.330566
	Iteration 39Q: 3 clusters Score -1357814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1357825.000000 Penalty: 4671.330566
	Iteration 40F: 3 clusters Score -1357825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1357835.750000 Penalty: 4671.330566
	Iteration 41Q: 3 clusters Score -1357836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1357845.500000 Penalty: 4671.330566
	Iteration 42Q: 3 clusters Score -1357846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1357854.500000 Penalty: 4671.330566
	Iteration 43Q: 3 clusters Score -1357854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1357863.000000 Penalty: 4671.330566
	Iteration 44Q: 3 clusters Score -1357863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1357877.125000 Penalty: 4671.330566
	Iteration 45Q: 3 clusters Score -1357877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1357880.500000 Penalty: 4671.330566
	Iteration 46Q: 3 clusters Score -1357880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1357882.625000 Penalty: 4671.330566
	Iteration 47Q: 3 clusters Score -1357883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1357884.500000 Penalty: 4671.330566
	Iteration 48Q: 3 clusters Score -1357884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1357884.500000 Penalty: 4671.330566
	Iteration 49F: 3 clusters Score -1357884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Entering Unmasked Estep 
Score: -1746105.500000 Penalty: 2380.366455
	Iteration 0F: 2 clusters Score -1746106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1735338.375000 Penalty: 4760.732910
	Iteration 0F: 3 clusters Score -1735338 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1738851.750000 Penalty: 4760.732910
	Iteration 1F: 3 clusters Score -1738852 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1739414.375000 Penalty: 4760.732910
	Iteration 2F: 3 clusters Score -1739414 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1740105.500000 Penalty: 4760.732910
	Iteration 3F: 3 clusters Score -1740106 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1740875.500000 Penalty: 4760.732910
	Iteration 4F: 3 clusters Score -1740876 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1741632.375000 Penalty: 4760.732910
	Iteration 5F: 3 clusters Score -1741632 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1742302.750000 Penalty: 4760.732910
	Iteration 6F: 3 clusters Score -1742303 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1742911.625000 Penalty: 4760.732910
	Iteration 7F: 3 clusters Score -1742912 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1743311.375000 Penalty: 4760.732910
	Iteration 8Q: 3 clusters Score -1743311 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1743588.000000 Penalty: 4760.732910
	Iteration 9Q: 3 clusters Score -1743588 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1743780.250000 Penalty: 4760.732910
	Iteration 10Q: 3 clusters Score -1743780 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1743925.250000 Penalty: 4760.732910
	Iteration 11Q: 3 clusters Score -1743925 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1744031.625000 Penalty: 4760.732910
	Iteration 12Q: 3 clusters Score -1744032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1744109.000000 Penalty: 4760.732910
	Iteration 13Q: 3 clusters Score -1744109 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1744181.625000 Penalty: 4760.732910
	Iteration 14Q: 3 clusters Score -1744182 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1744226.500000 Penalty: 4760.732910
	Iteration 15Q: 3 clusters Score -1744226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1744273.125000 Penalty: 4760.732910
	Iteration 16Q: 3 clusters Score -1744273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1744290.125000 Penalty: 4760.732910
	Iteration 17Q: 3 clusters Score -1744290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1744306.750000 Penalty: 4760.732910
	Iteration 18Q: 3 clusters Score -1744307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1744327.250000 Penalty: 4760.732910
	Iteration 19Q: 3 clusters Score -1744327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1744338.625000 Penalty: 4760.732910
	Iteration 20F: 3 clusters Score -1744339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1744350.875000 Penalty: 4760.732910
	Iteration 21Q: 3 clusters Score -1744351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1744362.375000 Penalty: 4760.732910
	Iteration 22Q: 3 clusters Score -1744362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1744373.875000 Penalty: 4760.732910
	Iteration 23Q: 3 clusters Score -1744374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1744379.875000 Penalty: 4760.732910
	Iteration 24Q: 3 clusters Score -1744380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1744385.375000 Penalty: 4760.732910
	Iteration 25Q: 3 clusters Score -1744385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1744386.750000 Penalty: 4760.732910
	Iteration 26Q: 3 clusters Score -1744387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1744394.375000 Penalty: 4760.732910
	Iteration 27Q: 3 clusters Score -1744394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1744398.000000 Penalty: 4760.732910
	Iteration 28Q: 3 clusters Score -1744398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1744400.625000 Penalty: 4760.732910
	Iteration 29Q: 3 clusters Score -1744401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1744401.750000 Penalty: 4760.732910
	Iteration 30Q: 3 clusters Score -1744402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1744403.500000 Penalty: 4760.732910
	Iteration 31Q: 3 clusters Score -1744404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1744405.875000 Penalty: 4760.732910
	Iteration 32Q: 3 clusters Score -1744406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1744405.875000 Penalty: 4760.732910
	Iteration 33F: 3 clusters Score -1744406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -1202793.000000 Penalty: 2309.038330
	Iteration 0F: 2 clusters Score -1202793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1194540.125000 Penalty: 4618.076660
	Iteration 0F: 3 clusters Score -1194540 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1197203.125000 Penalty: 4618.076660
	Iteration 1F: 3 clusters Score -1197203 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1197569.750000 Penalty: 4618.076660
	Iteration 2F: 3 clusters Score -1197570 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1197835.875000 Penalty: 4618.076660
	Iteration 3Q: 3 clusters Score -1197836 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1198042.750000 Penalty: 4618.076660
	Iteration 4Q: 3 clusters Score -1198043 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1198206.000000 Penalty: 4618.076660
	Iteration 5Q: 3 clusters Score -1198206 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1198360.500000 Penalty: 4618.076660
	Iteration 6Q: 3 clusters Score -1198360 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1198473.250000 Penalty: 4618.076660
	Iteration 7Q: 3 clusters Score -1198473 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1198570.875000 Penalty: 4618.076660
	Iteration 8Q: 3 clusters Score -1198571 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1198653.125000 Penalty: 4618.076660
	Iteration 9Q: 3 clusters Score -1198653 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1198722.500000 Penalty: 4618.076660
	Iteration 10Q: 3 clusters Score -1198722 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1198786.250000 Penalty: 4618.076660
	Iteration 11Q: 3 clusters Score -1198786 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1198860.875000 Penalty: 4618.076660
	Iteration 12Q: 3 clusters Score -1198861 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1198928.375000 Penalty: 4618.076660
	Iteration 13Q: 3 clusters Score -1198928 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1198993.875000 Penalty: 4618.076660
	Iteration 14Q: 3 clusters Score -1198994 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1199056.625000 Penalty: 4618.076660
	Iteration 15Q: 3 clusters Score -1199057 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1199126.500000 Penalty: 4618.076660
	Iteration 16Q: 3 clusters Score -1199126 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1199209.000000 Penalty: 4618.076660
	Iteration 17Q: 3 clusters Score -1199209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1199294.875000 Penalty: 4618.076660
	Iteration 18Q: 3 clusters Score -1199295 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1199394.875000 Penalty: 4618.076660
	Iteration 19Q: 3 clusters Score -1199395 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1199501.000000 Penalty: 4618.076660
	Iteration 20F: 3 clusters Score -1199501 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1199600.000000 Penalty: 4618.076660
	Iteration 21Q: 3 clusters Score -1199600 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1199716.500000 Penalty: 4618.076660
	Iteration 22Q: 3 clusters Score -1199716 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1199845.000000 Penalty: 4618.076660
	Iteration 23Q: 3 clusters Score -1199845 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1199966.000000 Penalty: 4618.076660
	Iteration 24Q: 3 clusters Score -1199966 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1200077.625000 Penalty: 4618.076660
	Iteration 25Q: 3 clusters Score -1200078 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1200196.250000 Penalty: 4618.076660
	Iteration 26Q: 3 clusters Score -1200196 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1200320.750000 Penalty: 4618.076660
	Iteration 27Q: 3 clusters Score -1200321 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1200441.250000 Penalty: 4618.076660
	Iteration 28Q: 3 clusters Score -1200441 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1200559.125000 Penalty: 4618.076660
	Iteration 29Q: 3 clusters Score -1200559 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1200663.625000 Penalty: 4618.076660
	Iteration 30Q: 3 clusters Score -1200664 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1200745.125000 Penalty: 4618.076660
	Iteration 31Q: 3 clusters Score -1200745 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1200813.750000 Penalty: 4618.076660
	Iteration 32Q: 3 clusters Score -1200814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1200878.750000 Penalty: 4618.076660
	Iteration 33Q: 3 clusters Score -1200879 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1200950.875000 Penalty: 4618.076660
	Iteration 34Q: 3 clusters Score -1200951 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1201005.750000 Penalty: 4618.076660
	Iteration 35Q: 3 clusters Score -1201006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1201038.500000 Penalty: 4618.076660
	Iteration 36Q: 3 clusters Score -1201038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1201071.875000 Penalty: 4618.076660
	Iteration 37Q: 3 clusters Score -1201072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1201099.000000 Penalty: 4618.076660
	Iteration 38Q: 3 clusters Score -1201099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1201128.125000 Penalty: 4618.076660
	Iteration 39Q: 3 clusters Score -1201128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1201149.375000 Penalty: 4618.076660
	Iteration 40F: 3 clusters Score -1201149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1201169.375000 Penalty: 4618.076660
	Iteration 41Q: 3 clusters Score -1201169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1201189.000000 Penalty: 4618.076660
	Iteration 42Q: 3 clusters Score -1201189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1201205.625000 Penalty: 4618.076660
	Iteration 43Q: 3 clusters Score -1201206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1201218.750000 Penalty: 4618.076660
	Iteration 44Q: 3 clusters Score -1201219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1201237.875000 Penalty: 4618.076660
	Iteration 45Q: 3 clusters Score -1201238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1201245.125000 Penalty: 4618.076660
	Iteration 46Q: 3 clusters Score -1201245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1201251.125000 Penalty: 4618.076660
	Iteration 47Q: 3 clusters Score -1201251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1201258.750000 Penalty: 4618.076660
	Iteration 48Q: 3 clusters Score -1201259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1201264.750000 Penalty: 4618.076660
	Iteration 49Q: 3 clusters Score -1201265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1201268.625000 Penalty: 4618.076660
	Iteration 50Q: 3 clusters Score -1201269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1201272.625000 Penalty: 4618.076660
	Iteration 51Q: 3 clusters Score -1201273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1201273.000000 Penalty: 4618.076660
	Iteration 52Q: 3 clusters Score -1201273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1201275.250000 Penalty: 4618.076660
	Iteration 53Q: 3 clusters Score -1201275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1201276.000000 Penalty: 4618.076660
	Iteration 54Q: 3 clusters Score -1201276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1201279.125000 Penalty: 4618.076660
	Iteration 55Q: 3 clusters Score -1201279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1201282.625000 Penalty: 4618.076660
	Iteration 56Q: 3 clusters Score -1201283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1201287.000000 Penalty: 4618.076660
	Iteration 57Q: 3 clusters Score -1201287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1201289.750000 Penalty: 4618.076660
	Iteration 58Q: 3 clusters Score -1201290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1201292.500000 Penalty: 4618.076660
	Iteration 59Q: 3 clusters Score -1201292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1201292.750000 Penalty: 4618.076660
	Iteration 60F: 3 clusters Score -1201293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1201296.500000 Penalty: 4618.076660
	Iteration 61Q: 3 clusters Score -1201296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1201299.250000 Penalty: 4618.076660
	Iteration 62Q: 3 clusters Score -1201299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1201300.250000 Penalty: 4618.076660
	Iteration 63Q: 3 clusters Score -1201300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1201303.875000 Penalty: 4618.076660
	Iteration 64Q: 3 clusters Score -1201304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1201306.875000 Penalty: 4618.076660
	Iteration 65Q: 3 clusters Score -1201307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1201313.125000 Penalty: 4618.076660
	Iteration 66Q: 3 clusters Score -1201313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1201320.125000 Penalty: 4618.076660
	Iteration 67Q: 3 clusters Score -1201320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1201322.750000 Penalty: 4618.076660
	Iteration 68Q: 3 clusters Score -1201323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1201322.750000 Penalty: 4618.076660
	Iteration 69F: 3 clusters Score -1201323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (126952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126952 members 
Entering Unmasked Estep 
Score: -14535006.000000 Penalty: 2914.387939
	Iteration 0F: 2 clusters Score -1.453501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -14450276.000000 Penalty: 5828.775879
	Iteration 0F: 3 clusters Score -1.445028e+07 nChanged 60259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -14485070.000000 Penalty: 5828.775879
	Iteration 1F: 3 clusters Score -1.448507e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -14486606.000000 Penalty: 5828.775879
	Iteration 2Q: 3 clusters Score -1.448661e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -14489565.000000 Penalty: 5828.775879
	Iteration 3Q: 3 clusters Score -1.448956e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -14495302.000000 Penalty: 5828.775879
	Iteration 4F: 3 clusters Score -1.44953e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -14505397.000000 Penalty: 5828.775879
	Iteration 5F: 3 clusters Score -1.45054e+07 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 112860 members 
Entering Unmasked Estep 
Score: -14518100.000000 Penalty: 5828.775879
	Iteration 6F: 3 clusters Score -1.45181e+07 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 121828 members 
Entering Unmasked Estep 
Score: -14527588.000000 Penalty: 5828.775879
	Iteration 7F: 3 clusters Score -1.452759e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -14531194.000000 Penalty: 5828.775879
	Iteration 8Q: 3 clusters Score -1.453119e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 126453 members 
Entering Unmasked Estep 
Score: -14532089.000000 Penalty: 5828.775879
	Iteration 9Q: 3 clusters Score -1.453209e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 126649 members 
Entering Unmasked Estep 
Score: -14532274.000000 Penalty: 5828.775879
	Iteration 10Q: 3 clusters Score -1.453227e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 126692 members 
Entering Unmasked Estep 
Score: -14532342.000000 Penalty: 5828.775879
	Iteration 11Q: 3 clusters Score -1.453234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 126709 members 
Entering Unmasked Estep 
Score: -14532369.000000 Penalty: 5828.775879
	Iteration 12Q: 3 clusters Score -1.453237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 126718 members 
Entering Unmasked Estep 
Score: -14532395.000000 Penalty: 5828.775879
	Iteration 13Q: 3 clusters Score -1.45324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 126721 members 
Entering Unmasked Estep 
Score: -14532424.000000 Penalty: 5828.775879
	Iteration 14Q: 3 clusters Score -1.453242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -14532432.000000 Penalty: 5828.775879
	Iteration 15Q: 3 clusters Score -1.453243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 126734 members 
Entering Unmasked Estep 
Score: -14532443.000000 Penalty: 5828.775879
	Iteration 16Q: 3 clusters Score -1.453244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 126732 members 
Entering Unmasked Estep 
Score: -14532445.000000 Penalty: 5828.775879
	Iteration 17Q: 3 clusters Score -1.453244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 126733 members 
Entering Unmasked Estep 
Score: -14532448.000000 Penalty: 5828.775879
	Iteration 18Q: 3 clusters Score -1.453245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -14532452.000000 Penalty: 5828.775879
	Iteration 19Q: 3 clusters Score -1.453245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 126735 members 
Entering Unmasked Estep 
Score: -14532447.000000 Penalty: 5828.775879
	Iteration 20F: 3 clusters Score -1.453245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Entering Unmasked Estep 
Score: -6898104.000000 Penalty: 2726.161865
	Iteration 0F: 2 clusters Score -6898104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -6858256.500000 Penalty: 5452.323730
	Iteration 0F: 3 clusters Score -6858256 nChanged 27514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -6873648.500000 Penalty: 5452.323730
	Iteration 1F: 3 clusters Score -6873648 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -6874275.000000 Penalty: 5452.323730
	Iteration 2Q: 3 clusters Score -6874275 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -6874920.500000 Penalty: 5452.323730
	Iteration 3Q: 3 clusters Score -6874920 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -6875814.000000 Penalty: 5452.323730
	Iteration 4Q: 3 clusters Score -6875814 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -6877302.000000 Penalty: 5452.323730
	Iteration 5F: 3 clusters Score -6877302 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -6879498.500000 Penalty: 5452.323730
	Iteration 6F: 3 clusters Score -6879498 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -6882583.500000 Penalty: 5452.323730
	Iteration 7F: 3 clusters Score -6882584 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -6885884.500000 Penalty: 5452.323730
	Iteration 8F: 3 clusters Score -6885884 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -6888802.000000 Penalty: 5452.323730
	Iteration 9F: 3 clusters Score -6888802 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -6891093.000000 Penalty: 5452.323730
	Iteration 10F: 3 clusters Score -6891093 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6892815.500000 Penalty: 5452.323730
	Iteration 11Q: 3 clusters Score -6892816 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -6893965.500000 Penalty: 5452.323730
	Iteration 12Q: 3 clusters Score -6893966 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -6894678.000000 Penalty: 5452.323730
	Iteration 13Q: 3 clusters Score -6894678 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 57450 members 
Entering Unmasked Estep 
Score: -6895135.500000 Penalty: 5452.323730
	Iteration 14Q: 3 clusters Score -6895136 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -6895375.500000 Penalty: 5452.323730
	Iteration 15Q: 3 clusters Score -6895376 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -6895545.500000 Penalty: 5452.323730
	Iteration 16Q: 3 clusters Score -6895546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -6895650.000000 Penalty: 5452.323730
	Iteration 17Q: 3 clusters Score -6895650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -6895725.500000 Penalty: 5452.323730
	Iteration 18Q: 3 clusters Score -6895726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -6895779.000000 Penalty: 5452.323730
	Iteration 19Q: 3 clusters Score -6895779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 58587 members 
Entering Unmasked Estep 
Score: -6895813.500000 Penalty: 5452.323730
	Iteration 20F: 3 clusters Score -6895814 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -6895832.500000 Penalty: 5452.323730
	Iteration 21Q: 3 clusters Score -6895832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -6895843.000000 Penalty: 5452.323730
	Iteration 22Q: 3 clusters Score -6895843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -6895853.500000 Penalty: 5452.323730
	Iteration 23Q: 3 clusters Score -6895854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -6895868.000000 Penalty: 5452.323730
	Iteration 24Q: 3 clusters Score -6895868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -6895884.500000 Penalty: 5452.323730
	Iteration 25Q: 3 clusters Score -6895884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -6895887.500000 Penalty: 5452.323730
	Iteration 26Q: 3 clusters Score -6895888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -6895891.500000 Penalty: 5452.323730
	Iteration 27Q: 3 clusters Score -6895892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -6895899.500000 Penalty: 5452.323730
	Iteration 28Q: 3 clusters Score -6895900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -6895901.000000 Penalty: 5452.323730
	Iteration 29Q: 3 clusters Score -6895901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -6895897.000000 Penalty: 5452.323730
	Iteration 30Q: 3 clusters Score -6895897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -6895904.000000 Penalty: 5452.323730
	Iteration 31Q: 3 clusters Score -6895904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -6895902.500000 Penalty: 5452.323730
	Iteration 32Q: 3 clusters Score -6895902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -6895901.500000 Penalty: 5452.323730
	Iteration 33Q: 3 clusters Score -6895902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -6895898.500000 Penalty: 5452.323730
	Iteration 34Q: 3 clusters Score -6895898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -6895894.500000 Penalty: 5452.323730
	Iteration 35Q: 3 clusters Score -6895894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -6895894.500000 Penalty: 5452.323730
	Iteration 36F: 3 clusters Score -6895894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59337 members 
Entering Unmasked Estep 
Score: -6916613.500000 Penalty: 2725.765137
	Iteration 0F: 2 clusters Score -6916614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -6876690.500000 Penalty: 5451.530273
	Iteration 0F: 3 clusters Score -6876690 nChanged 27641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -6892218.500000 Penalty: 5451.530273
	Iteration 1F: 3 clusters Score -6892218 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -6892792.500000 Penalty: 5451.530273
	Iteration 2Q: 3 clusters Score -6892792 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -6893344.000000 Penalty: 5451.530273
	Iteration 3Q: 3 clusters Score -6893344 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -6893872.500000 Penalty: 5451.530273
	Iteration 4Q: 3 clusters Score -6893872 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -6894406.500000 Penalty: 5451.530273
	Iteration 5Q: 3 clusters Score -6894406 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -6895165.000000 Penalty: 5451.530273
	Iteration 6Q: 3 clusters Score -6895165 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -6896171.000000 Penalty: 5451.530273
	Iteration 7Q: 3 clusters Score -6896171 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -6897593.000000 Penalty: 5451.530273
	Iteration 8Q: 3 clusters Score -6897593 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -6899831.500000 Penalty: 5451.530273
	Iteration 9F: 3 clusters Score -6899832 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -6902991.000000 Penalty: 5451.530273
	Iteration 10F: 3 clusters Score -6902991 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -6906808.500000 Penalty: 5451.530273
	Iteration 11F: 3 clusters Score -6906808 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -6910320.500000 Penalty: 5451.530273
	Iteration 12F: 3 clusters Score -6910320 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -6912399.500000 Penalty: 5451.530273
	Iteration 13Q: 3 clusters Score -6912400 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -6913428.000000 Penalty: 5451.530273
	Iteration 14Q: 3 clusters Score -6913428 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -6913849.000000 Penalty: 5451.530273
	Iteration 15Q: 3 clusters Score -6913849 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -6913997.000000 Penalty: 5451.530273
	Iteration 16Q: 3 clusters Score -6913997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 58991 members 
Entering Unmasked Estep 
Score: -6914069.000000 Penalty: 5451.530273
	Iteration 17Q: 3 clusters Score -6914069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -6914112.000000 Penalty: 5451.530273
	Iteration 18Q: 3 clusters Score -6914112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -6914135.000000 Penalty: 5451.530273
	Iteration 19Q: 3 clusters Score -6914135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -6914167.500000 Penalty: 5451.530273
	Iteration 20F: 3 clusters Score -6914168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -6914194.500000 Penalty: 5451.530273
	Iteration 21Q: 3 clusters Score -6914194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -6914203.500000 Penalty: 5451.530273
	Iteration 22Q: 3 clusters Score -6914204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -6914219.500000 Penalty: 5451.530273
	Iteration 23Q: 3 clusters Score -6914220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -6914219.500000 Penalty: 5451.530273
	Iteration 24Q: 3 clusters Score -6914220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -6914231.500000 Penalty: 5451.530273
	Iteration 25Q: 3 clusters Score -6914232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -6914227.000000 Penalty: 5451.530273
	Iteration 26Q: 3 clusters Score -6914227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -6914234.000000 Penalty: 5451.530273
	Iteration 27Q: 3 clusters Score -6914234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -6914234.000000 Penalty: 5451.530273
	Iteration 28F: 3 clusters Score -6914234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Entering Unmasked Estep 
Score: -654154.750000 Penalty: 2155.321045
	Iteration 0F: 2 clusters Score -654154.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -649010.812500 Penalty: 4310.642090
	Iteration 0F: 3 clusters Score -649010.8 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -650366.062500 Penalty: 4310.642090
	Iteration 1F: 3 clusters Score -650366.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -650690.812500 Penalty: 4310.642090
	Iteration 2F: 3 clusters Score -650690.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -650908.562500 Penalty: 4310.642090
	Iteration 3F: 3 clusters Score -650908.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -651116.687500 Penalty: 4310.642090
	Iteration 4Q: 3 clusters Score -651116.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -651353.125000 Penalty: 4310.642090
	Iteration 5Q: 3 clusters Score -651353.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -651593.312500 Penalty: 4310.642090
	Iteration 6Q: 3 clusters Score -651593.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -651833.000000 Penalty: 4310.642090
	Iteration 7Q: 3 clusters Score -651833 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -652068.250000 Penalty: 4310.642090
	Iteration 8Q: 3 clusters Score -652068.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -652332.062500 Penalty: 4310.642090
	Iteration 9Q: 3 clusters Score -652332.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -652621.437500 Penalty: 4310.642090
	Iteration 10Q: 3 clusters Score -652621.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -652955.625000 Penalty: 4310.642090
	Iteration 11Q: 3 clusters Score -652955.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -653173.187500 Penalty: 4310.642090
	Iteration 12Q: 3 clusters Score -653173.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -653343.687500 Penalty: 4310.642090
	Iteration 13Q: 3 clusters Score -653343.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -653483.437500 Penalty: 4310.642090
	Iteration 14Q: 3 clusters Score -653483.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -653573.625000 Penalty: 4310.642090
	Iteration 15Q: 3 clusters Score -653573.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -653626.562500 Penalty: 4310.642090
	Iteration 16Q: 3 clusters Score -653626.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -653680.062500 Penalty: 4310.642090
	Iteration 17Q: 3 clusters Score -653680.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -653729.437500 Penalty: 4310.642090
	Iteration 18Q: 3 clusters Score -653729.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -653764.562500 Penalty: 4310.642090
	Iteration 19Q: 3 clusters Score -653764.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -653785.687500 Penalty: 4310.642090
	Iteration 20F: 3 clusters Score -653785.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -653795.687500 Penalty: 4310.642090
	Iteration 21Q: 3 clusters Score -653795.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -653800.875000 Penalty: 4310.642090
	Iteration 22Q: 3 clusters Score -653800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -653802.562500 Penalty: 4310.642090
	Iteration 23Q: 3 clusters Score -653802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -653803.937500 Penalty: 4310.642090
	Iteration 24Q: 3 clusters Score -653803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -653805.375000 Penalty: 4310.642090
	Iteration 25Q: 3 clusters Score -653805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -653806.750000 Penalty: 4310.642090
	Iteration 26Q: 3 clusters Score -653806.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -653806.750000 Penalty: 4310.642090
	Iteration 27F: 3 clusters Score -653806.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -728048.437500 Penalty: 2187.789551
	Iteration 0F: 2 clusters Score -728048.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -722471.625000 Penalty: 4375.579102
	Iteration 0F: 3 clusters Score -722471.6 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -723932.625000 Penalty: 4375.579102
	Iteration 1F: 3 clusters Score -723932.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -724261.062500 Penalty: 4375.579102
	Iteration 2F: 3 clusters Score -724261.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -724523.187500 Penalty: 4375.579102
	Iteration 3F: 3 clusters Score -724523.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -724798.312500 Penalty: 4375.579102
	Iteration 4F: 3 clusters Score -724798.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -725062.250000 Penalty: 4375.579102
	Iteration 5F: 3 clusters Score -725062.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -725287.812500 Penalty: 4375.579102
	Iteration 6Q: 3 clusters Score -725287.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -725508.000000 Penalty: 4375.579102
	Iteration 7Q: 3 clusters Score -725508 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -725703.125000 Penalty: 4375.579102
	Iteration 8Q: 3 clusters Score -725703.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -725898.750000 Penalty: 4375.579102
	Iteration 9Q: 3 clusters Score -725898.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -726087.312500 Penalty: 4375.579102
	Iteration 10Q: 3 clusters Score -726087.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -726272.812500 Penalty: 4375.579102
	Iteration 11Q: 3 clusters Score -726272.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -726443.312500 Penalty: 4375.579102
	Iteration 12Q: 3 clusters Score -726443.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -726570.375000 Penalty: 4375.579102
	Iteration 13Q: 3 clusters Score -726570.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -726650.312500 Penalty: 4375.579102
	Iteration 14Q: 3 clusters Score -726650.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -726685.937500 Penalty: 4375.579102
	Iteration 15Q: 3 clusters Score -726685.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -726711.375000 Penalty: 4375.579102
	Iteration 16Q: 3 clusters Score -726711.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -726726.750000 Penalty: 4375.579102
	Iteration 17Q: 3 clusters Score -726726.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -726743.312500 Penalty: 4375.579102
	Iteration 18Q: 3 clusters Score -726743.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -726754.250000 Penalty: 4375.579102
	Iteration 19Q: 3 clusters Score -726754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -726763.375000 Penalty: 4375.579102
	Iteration 20F: 3 clusters Score -726763.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -726768.000000 Penalty: 4375.579102
	Iteration 21Q: 3 clusters Score -726768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -726777.375000 Penalty: 4375.579102
	Iteration 22Q: 3 clusters Score -726777.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -726781.125000 Penalty: 4375.579102
	Iteration 23Q: 3 clusters Score -726781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -726785.562500 Penalty: 4375.579102
	Iteration 24Q: 3 clusters Score -726785.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -726790.500000 Penalty: 4375.579102
	Iteration 25Q: 3 clusters Score -726790.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -726795.312500 Penalty: 4375.579102
	Iteration 26Q: 3 clusters Score -726795.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -726800.375000 Penalty: 4375.579102
	Iteration 27Q: 3 clusters Score -726800.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -726803.250000 Penalty: 4375.579102
	Iteration 28Q: 3 clusters Score -726803.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -726810.062500 Penalty: 4375.579102
	Iteration 29Q: 3 clusters Score -726810.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -726814.062500 Penalty: 4375.579102
	Iteration 30Q: 3 clusters Score -726814.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -726823.375000 Penalty: 4375.579102
	Iteration 31Q: 3 clusters Score -726823.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -726828.312500 Penalty: 4375.579102
	Iteration 32Q: 3 clusters Score -726828.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -726831.937500 Penalty: 4375.579102
	Iteration 33Q: 3 clusters Score -726831.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -726834.187500 Penalty: 4375.579102
	Iteration 34Q: 3 clusters Score -726834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -726835.000000 Penalty: 4375.579102
	Iteration 35Q: 3 clusters Score -726835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -726835.750000 Penalty: 4375.579102
	Iteration 36Q: 3 clusters Score -726835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -726837.750000 Penalty: 4375.579102
	Iteration 37Q: 3 clusters Score -726837.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -726838.125000 Penalty: 4375.579102
	Iteration 38Q: 3 clusters Score -726838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -726838.812500 Penalty: 4375.579102
	Iteration 39Q: 3 clusters Score -726838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -726839.250000 Penalty: 4375.579102
	Iteration 40F: 3 clusters Score -726839.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Entering Unmasked Estep 
Score: -1374163.000000 Penalty: 2329.607422
	Iteration 0F: 2 clusters Score -1374163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1365186.750000 Penalty: 4659.214844
	Iteration 0F: 3 clusters Score -1365187 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1367891.625000 Penalty: 4659.214844
	Iteration 1F: 3 clusters Score -1367892 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1368260.375000 Penalty: 4659.214844
	Iteration 2F: 3 clusters Score -1368260 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1368607.250000 Penalty: 4659.214844
	Iteration 3F: 3 clusters Score -1368607 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1369027.375000 Penalty: 4659.214844
	Iteration 4Q: 3 clusters Score -1369027 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1369549.125000 Penalty: 4659.214844
	Iteration 5F: 3 clusters Score -1369549 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1370186.875000 Penalty: 4659.214844
	Iteration 6F: 3 clusters Score -1370187 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1370846.375000 Penalty: 4659.214844
	Iteration 7F: 3 clusters Score -1370846 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1371482.250000 Penalty: 4659.214844
	Iteration 8F: 3 clusters Score -1371482 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1372040.125000 Penalty: 4659.214844
	Iteration 9F: 3 clusters Score -1372040 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1372464.625000 Penalty: 4659.214844
	Iteration 10Q: 3 clusters Score -1372465 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1372693.750000 Penalty: 4659.214844
	Iteration 11Q: 3 clusters Score -1372694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1372816.250000 Penalty: 4659.214844
	Iteration 12Q: 3 clusters Score -1372816 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1372884.375000 Penalty: 4659.214844
	Iteration 13Q: 3 clusters Score -1372884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1372932.000000 Penalty: 4659.214844
	Iteration 14Q: 3 clusters Score -1372932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1372977.000000 Penalty: 4659.214844
	Iteration 15Q: 3 clusters Score -1372977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1373015.125000 Penalty: 4659.214844
	Iteration 16Q: 3 clusters Score -1373015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1373047.500000 Penalty: 4659.214844
	Iteration 17Q: 3 clusters Score -1373048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1373071.625000 Penalty: 4659.214844
	Iteration 18Q: 3 clusters Score -1373072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1373095.375000 Penalty: 4659.214844
	Iteration 19Q: 3 clusters Score -1373095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1373107.750000 Penalty: 4659.214844
	Iteration 20F: 3 clusters Score -1373108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1373113.375000 Penalty: 4659.214844
	Iteration 21Q: 3 clusters Score -1373113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1373119.875000 Penalty: 4659.214844
	Iteration 22Q: 3 clusters Score -1373120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1373130.500000 Penalty: 4659.214844
	Iteration 23Q: 3 clusters Score -1373130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1373136.250000 Penalty: 4659.214844
	Iteration 24Q: 3 clusters Score -1373136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1373140.375000 Penalty: 4659.214844
	Iteration 25Q: 3 clusters Score -1373140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1373139.250000 Penalty: 4659.214844
	Iteration 26Q: 3 clusters Score -1373139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1373140.375000 Penalty: 4659.214844
	Iteration 27Q: 3 clusters Score -1373140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1373142.125000 Penalty: 4659.214844
	Iteration 28Q: 3 clusters Score -1373142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1373142.125000 Penalty: 4659.214844
	Iteration 29F: 3 clusters Score -1373142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Entering Unmasked Estep 
Score: -3483363.000000 Penalty: 2551.500488
	Iteration 0F: 2 clusters Score -3483363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3463047.250000 Penalty: 5103.000977
	Iteration 0F: 3 clusters Score -3463047 nChanged 13461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3470279.250000 Penalty: 5103.000977
	Iteration 1F: 3 clusters Score -3470279 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3470714.500000 Penalty: 5103.000977
	Iteration 2Q: 3 clusters Score -3470714 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3471093.500000 Penalty: 5103.000977
	Iteration 3Q: 3 clusters Score -3471094 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -3471524.750000 Penalty: 5103.000977
	Iteration 4Q: 3 clusters Score -3471525 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3472103.750000 Penalty: 5103.000977
	Iteration 5Q: 3 clusters Score -3472104 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3472933.500000 Penalty: 5103.000977
	Iteration 6F: 3 clusters Score -3472934 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3474113.750000 Penalty: 5103.000977
	Iteration 7F: 3 clusters Score -3474114 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3475613.500000 Penalty: 5103.000977
	Iteration 8F: 3 clusters Score -3475614 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3477151.000000 Penalty: 5103.000977
	Iteration 9F: 3 clusters Score -3477151 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3478619.750000 Penalty: 5103.000977
	Iteration 10F: 3 clusters Score -3478620 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3479656.250000 Penalty: 5103.000977
	Iteration 11Q: 3 clusters Score -3479656 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3480289.000000 Penalty: 5103.000977
	Iteration 12Q: 3 clusters Score -3480289 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3480653.750000 Penalty: 5103.000977
	Iteration 13Q: 3 clusters Score -3480654 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3480853.500000 Penalty: 5103.000977
	Iteration 14Q: 3 clusters Score -3480854 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3480950.000000 Penalty: 5103.000977
	Iteration 15Q: 3 clusters Score -3480950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3481018.750000 Penalty: 5103.000977
	Iteration 16Q: 3 clusters Score -3481019 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3481082.250000 Penalty: 5103.000977
	Iteration 17Q: 3 clusters Score -3481082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3481121.250000 Penalty: 5103.000977
	Iteration 18Q: 3 clusters Score -3481121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3481151.250000 Penalty: 5103.000977
	Iteration 19Q: 3 clusters Score -3481151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3481179.000000 Penalty: 5103.000977
	Iteration 20F: 3 clusters Score -3481179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3481198.250000 Penalty: 5103.000977
	Iteration 21Q: 3 clusters Score -3481198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3481219.000000 Penalty: 5103.000977
	Iteration 22Q: 3 clusters Score -3481219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3481234.000000 Penalty: 5103.000977
	Iteration 23Q: 3 clusters Score -3481234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3481245.500000 Penalty: 5103.000977
	Iteration 24Q: 3 clusters Score -3481246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3481249.750000 Penalty: 5103.000977
	Iteration 25Q: 3 clusters Score -3481250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3481254.750000 Penalty: 5103.000977
	Iteration 26Q: 3 clusters Score -3481255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3481255.000000 Penalty: 5103.000977
	Iteration 27Q: 3 clusters Score -3481255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3481259.250000 Penalty: 5103.000977
	Iteration 28Q: 3 clusters Score -3481259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3481262.750000 Penalty: 5103.000977
	Iteration 29Q: 3 clusters Score -3481263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3481264.500000 Penalty: 5103.000977
	Iteration 30Q: 3 clusters Score -3481264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3481261.250000 Penalty: 5103.000977
	Iteration 31Q: 3 clusters Score -3481261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3481266.250000 Penalty: 5103.000977
	Iteration 32Q: 3 clusters Score -3481266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3481269.250000 Penalty: 5103.000977
	Iteration 33Q: 3 clusters Score -3481269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3481273.500000 Penalty: 5103.000977
	Iteration 34Q: 3 clusters Score -3481274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3481276.250000 Penalty: 5103.000977
	Iteration 35Q: 3 clusters Score -3481276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3481276.250000 Penalty: 5103.000977
	Iteration 36F: 3 clusters Score -3481276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Entering Unmasked Estep 
Score: -2063299.625000 Penalty: 2429.148926
	Iteration 0F: 2 clusters Score -2063300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2050501.625000 Penalty: 4858.297852
	Iteration 0F: 3 clusters Score -2050502 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2054677.125000 Penalty: 4858.297852
	Iteration 1F: 3 clusters Score -2054677 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2055101.625000 Penalty: 4858.297852
	Iteration 2F: 3 clusters Score -2055102 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2055461.375000 Penalty: 4858.297852
	Iteration 3Q: 3 clusters Score -2055461 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2055790.625000 Penalty: 4858.297852
	Iteration 4Q: 3 clusters Score -2055791 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2056094.375000 Penalty: 4858.297852
	Iteration 5Q: 3 clusters Score -2056094 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2056378.375000 Penalty: 4858.297852
	Iteration 6Q: 3 clusters Score -2056378 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2056664.875000 Penalty: 4858.297852
	Iteration 7Q: 3 clusters Score -2056665 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2056950.250000 Penalty: 4858.297852
	Iteration 8Q: 3 clusters Score -2056950 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2057196.750000 Penalty: 4858.297852
	Iteration 9Q: 3 clusters Score -2057197 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2057406.750000 Penalty: 4858.297852
	Iteration 10Q: 3 clusters Score -2057407 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2057645.125000 Penalty: 4858.297852
	Iteration 11Q: 3 clusters Score -2057645 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2057930.250000 Penalty: 4858.297852
	Iteration 12Q: 3 clusters Score -2057930 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2058256.250000 Penalty: 4858.297852
	Iteration 13Q: 3 clusters Score -2058256 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2058624.125000 Penalty: 4858.297852
	Iteration 14Q: 3 clusters Score -2058624 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2059043.625000 Penalty: 4858.297852
	Iteration 15Q: 3 clusters Score -2059044 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2059521.500000 Penalty: 4858.297852
	Iteration 16Q: 3 clusters Score -2059522 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2059998.625000 Penalty: 4858.297852
	Iteration 17Q: 3 clusters Score -2059999 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2060368.250000 Penalty: 4858.297852
	Iteration 18Q: 3 clusters Score -2060368 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2060648.875000 Penalty: 4858.297852
	Iteration 19Q: 3 clusters Score -2060649 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2060832.625000 Penalty: 4858.297852
	Iteration 20F: 3 clusters Score -2060833 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2060949.500000 Penalty: 4858.297852
	Iteration 21Q: 3 clusters Score -2060950 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2061032.250000 Penalty: 4858.297852
	Iteration 22Q: 3 clusters Score -2061032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2061097.375000 Penalty: 4858.297852
	Iteration 23Q: 3 clusters Score -2061097 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2061139.750000 Penalty: 4858.297852
	Iteration 24Q: 3 clusters Score -2061140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2061186.125000 Penalty: 4858.297852
	Iteration 25Q: 3 clusters Score -2061186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2061220.625000 Penalty: 4858.297852
	Iteration 26Q: 3 clusters Score -2061221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -2061257.125000 Penalty: 4858.297852
	Iteration 27Q: 3 clusters Score -2061257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2061278.125000 Penalty: 4858.297852
	Iteration 28Q: 3 clusters Score -2061278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2061295.750000 Penalty: 4858.297852
	Iteration 29Q: 3 clusters Score -2061296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2061308.750000 Penalty: 4858.297852
	Iteration 30Q: 3 clusters Score -2061309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2061315.375000 Penalty: 4858.297852
	Iteration 31Q: 3 clusters Score -2061315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2061327.500000 Penalty: 4858.297852
	Iteration 32Q: 3 clusters Score -2061328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -2061331.375000 Penalty: 4858.297852
	Iteration 33Q: 3 clusters Score -2061331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2061333.750000 Penalty: 4858.297852
	Iteration 34Q: 3 clusters Score -2061334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2061343.000000 Penalty: 4858.297852
	Iteration 35Q: 3 clusters Score -2061343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2061351.625000 Penalty: 4858.297852
	Iteration 36Q: 3 clusters Score -2061352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2061352.375000 Penalty: 4858.297852
	Iteration 37Q: 3 clusters Score -2061352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2061352.500000 Penalty: 4858.297852
	Iteration 38Q: 3 clusters Score -2061352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2061353.125000 Penalty: 4858.297852
	Iteration 39Q: 3 clusters Score -2061353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2061355.125000 Penalty: 4858.297852
	Iteration 40F: 3 clusters Score -2061355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -837280.250000 Penalty: 2215.516113
	Iteration 0F: 2 clusters Score -837280.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -831137.875000 Penalty: 4431.032227
	Iteration 0F: 3 clusters Score -831137.9 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -832922.875000 Penalty: 4431.032227
	Iteration 1F: 3 clusters Score -832922.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -833363.500000 Penalty: 4431.032227
	Iteration 2F: 3 clusters Score -833363.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -833754.750000 Penalty: 4431.032227
	Iteration 3F: 3 clusters Score -833754.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -834077.250000 Penalty: 4431.032227
	Iteration 4F: 3 clusters Score -834077.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -834405.312500 Penalty: 4431.032227
	Iteration 5F: 3 clusters Score -834405.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -834716.812500 Penalty: 4431.032227
	Iteration 6F: 3 clusters Score -834716.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -835036.500000 Penalty: 4431.032227
	Iteration 7F: 3 clusters Score -835036.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -835306.187500 Penalty: 4431.032227
	Iteration 8F: 3 clusters Score -835306.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -835498.062500 Penalty: 4431.032227
	Iteration 9Q: 3 clusters Score -835498.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -835628.875000 Penalty: 4431.032227
	Iteration 10Q: 3 clusters Score -835628.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -835735.375000 Penalty: 4431.032227
	Iteration 11Q: 3 clusters Score -835735.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -835817.437500 Penalty: 4431.032227
	Iteration 12Q: 3 clusters Score -835817.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -835883.062500 Penalty: 4431.032227
	Iteration 13Q: 3 clusters Score -835883.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -835934.375000 Penalty: 4431.032227
	Iteration 14Q: 3 clusters Score -835934.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -835991.250000 Penalty: 4431.032227
	Iteration 15Q: 3 clusters Score -835991.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -836048.875000 Penalty: 4431.032227
	Iteration 16Q: 3 clusters Score -836048.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -836098.937500 Penalty: 4431.032227
	Iteration 17Q: 3 clusters Score -836098.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -836131.250000 Penalty: 4431.032227
	Iteration 18Q: 3 clusters Score -836131.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -836149.062500 Penalty: 4431.032227
	Iteration 19Q: 3 clusters Score -836149.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -836158.250000 Penalty: 4431.032227
	Iteration 20F: 3 clusters Score -836158.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -836165.500000 Penalty: 4431.032227
	Iteration 21Q: 3 clusters Score -836165.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -836173.250000 Penalty: 4431.032227
	Iteration 22Q: 3 clusters Score -836173.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -836181.625000 Penalty: 4431.032227
	Iteration 23Q: 3 clusters Score -836181.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -836186.937500 Penalty: 4431.032227
	Iteration 24Q: 3 clusters Score -836186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -836191.687500 Penalty: 4431.032227
	Iteration 25Q: 3 clusters Score -836191.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -836196.187500 Penalty: 4431.032227
	Iteration 26Q: 3 clusters Score -836196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -836197.187500 Penalty: 4431.032227
	Iteration 27Q: 3 clusters Score -836197.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -836197.875000 Penalty: 4431.032227
	Iteration 28Q: 3 clusters Score -836197.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -836198.312500 Penalty: 4431.032227
	Iteration 29Q: 3 clusters Score -836198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -836200.312500 Penalty: 4431.032227
	Iteration 30Q: 3 clusters Score -836200.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -836201.250000 Penalty: 4431.032227
	Iteration 31Q: 3 clusters Score -836201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -836202.500000 Penalty: 4431.032227
	Iteration 32Q: 3 clusters Score -836202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -836205.500000 Penalty: 4431.032227
	Iteration 33Q: 3 clusters Score -836205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -836205.687500 Penalty: 4431.032227
	Iteration 34Q: 3 clusters Score -836205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -836208.187500 Penalty: 4431.032227
	Iteration 35Q: 3 clusters Score -836208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -836208.187500 Penalty: 4431.032227
	Iteration 36F: 3 clusters Score -836208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (253635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253635 members 
Entering Unmasked Estep 
Score: -29502284.000000 Penalty: 3086.025391
	Iteration 0F: 2 clusters Score -2.950228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126817 members 
Mstep: Class 2 contains 126818 members 
Entering Unmasked Estep 
Score: -29352486.000000 Penalty: 6172.050781
	Iteration 0F: 3 clusters Score -2.935249e+07 nChanged 122725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126192 members 
Mstep: Class 2 contains 127443 members 
Entering Unmasked Estep 
Score: -29426958.000000 Penalty: 6172.050781
	Iteration 1F: 3 clusters Score -2.942696e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125393 members 
Mstep: Class 2 contains 128242 members 
Entering Unmasked Estep 
Score: -29429052.000000 Penalty: 6172.050781
	Iteration 2Q: 3 clusters Score -2.942905e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124018 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -29431564.000000 Penalty: 6172.050781
	Iteration 3Q: 3 clusters Score -2.943156e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121904 members 
Mstep: Class 2 contains 131731 members 
Entering Unmasked Estep 
Score: -29434254.000000 Penalty: 6172.050781
	Iteration 4Q: 3 clusters Score -2.943425e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118797 members 
Mstep: Class 2 contains 134838 members 
Entering Unmasked Estep 
Score: -29437128.000000 Penalty: 6172.050781
	Iteration 5Q: 3 clusters Score -2.943713e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114420 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -29440824.000000 Penalty: 6172.050781
	Iteration 6Q: 3 clusters Score -2.944082e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108507 members 
Mstep: Class 2 contains 145128 members 
Entering Unmasked Estep 
Score: -29445002.000000 Penalty: 6172.050781
	Iteration 7Q: 3 clusters Score -2.9445e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100949 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -29449522.000000 Penalty: 6172.050781
	Iteration 8Q: 3 clusters Score -2.944952e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 162477 members 
Entering Unmasked Estep 
Score: -29454520.000000 Penalty: 6172.050781
	Iteration 9Q: 3 clusters Score -2.945452e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 174757 members 
Entering Unmasked Estep 
Score: -29459426.000000 Penalty: 6172.050781
	Iteration 10F: 3 clusters Score -2.945943e+07 nChanged 15196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64324 members 
Mstep: Class 2 contains 189311 members 
Entering Unmasked Estep 
Score: -29465122.000000 Penalty: 6172.050781
	Iteration 11F: 3 clusters Score -2.946512e+07 nChanged 15865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 204978 members 
Entering Unmasked Estep 
Score: -29471126.000000 Penalty: 6172.050781
	Iteration 12F: 3 clusters Score -2.947113e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 219958 members 
Entering Unmasked Estep 
Score: -29478202.000000 Penalty: 6172.050781
	Iteration 13F: 3 clusters Score -2.94782e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 232722 members 
Entering Unmasked Estep 
Score: -29485510.000000 Penalty: 6172.050781
	Iteration 14F: 3 clusters Score -2.948551e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 241881 members 
Entering Unmasked Estep 
Score: -29491320.000000 Penalty: 6172.050781
	Iteration 15Q: 3 clusters Score -2.949132e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 247658 members 
Entering Unmasked Estep 
Score: -29495554.000000 Penalty: 6172.050781
	Iteration 16Q: 3 clusters Score -2.949555e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 250658 members 
Entering Unmasked Estep 
Score: -29497830.000000 Penalty: 6172.050781
	Iteration 17Q: 3 clusters Score -2.949783e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 252098 members 
Entering Unmasked Estep 
Score: -29498942.000000 Penalty: 6172.050781
	Iteration 18Q: 3 clusters Score -2.949894e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 252683 members 
Entering Unmasked Estep 
Score: -29499308.000000 Penalty: 6172.050781
	Iteration 19Q: 3 clusters Score -2.949931e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 252925 members 
Entering Unmasked Estep 
Score: -29499484.000000 Penalty: 6172.050781
	Iteration 20F: 3 clusters Score -2.949948e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 253038 members 
Entering Unmasked Estep 
Score: -29499556.000000 Penalty: 6172.050781
	Iteration 21Q: 3 clusters Score -2.949956e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 253096 members 
Entering Unmasked Estep 
Score: -29499628.000000 Penalty: 6172.050781
	Iteration 22Q: 3 clusters Score -2.949963e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 253132 members 
Entering Unmasked Estep 
Score: -29499660.000000 Penalty: 6172.050781
	Iteration 23Q: 3 clusters Score -2.949966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 253153 members 
Entering Unmasked Estep 
Score: -29499676.000000 Penalty: 6172.050781
	Iteration 24Q: 3 clusters Score -2.949968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 253170 members 
Entering Unmasked Estep 
Score: -29499692.000000 Penalty: 6172.050781
	Iteration 25Q: 3 clusters Score -2.949969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 253178 members 
Entering Unmasked Estep 
Score: -29499672.000000 Penalty: 6172.050781
	Iteration 26Q: 3 clusters Score -2.949967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 253187 members 
Entering Unmasked Estep 
Score: -29499684.000000 Penalty: 6172.050781
	Iteration 27Q: 3 clusters Score -2.949968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 253192 members 
Entering Unmasked Estep 
Score: -29499680.000000 Penalty: 6172.050781
	Iteration 28Q: 3 clusters Score -2.949968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 253196 members 
Entering Unmasked Estep 
Score: -29499694.000000 Penalty: 6172.050781
	Iteration 29Q: 3 clusters Score -2.949969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 253200 members 
Entering Unmasked Estep 
Score: -29499694.000000 Penalty: 6172.050781
	Iteration 30Q: 3 clusters Score -2.949969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 253203 members 
Entering Unmasked Estep 
Score: -29499702.000000 Penalty: 6172.050781
	Iteration 31Q: 3 clusters Score -2.94997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 253205 members 
Entering Unmasked Estep 
Score: -29499704.000000 Penalty: 6172.050781
	Iteration 32Q: 3 clusters Score -2.94997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 253207 members 
Entering Unmasked Estep 
Score: -29499698.000000 Penalty: 6172.050781
	Iteration 33Q: 3 clusters Score -2.94997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 253209 members 
Entering Unmasked Estep 
Score: -29499706.000000 Penalty: 6172.050781
	Iteration 34Q: 3 clusters Score -2.949971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 253209 members 
Entering Unmasked Estep 
Score: -29499706.000000 Penalty: 6172.050781
	Iteration 35F: 3 clusters Score -2.949971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (276836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276836 members 
Entering Unmasked Estep 
Score: -32249954.000000 Penalty: 3107.732666
	Iteration 0F: 2 clusters Score -3.224995e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137978 members 
Mstep: Class 2 contains 138858 members 
Entering Unmasked Estep 
Score: -32084760.000000 Penalty: 6215.465332
	Iteration 0F: 3 clusters Score -3.208476e+07 nChanged 133916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -32164756.000000 Penalty: 6215.465332
	Iteration 1F: 3 clusters Score -3.216476e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123127 members 
Mstep: Class 2 contains 153709 members 
Entering Unmasked Estep 
Score: -32167098.000000 Penalty: 6215.465332
	Iteration 2Q: 3 clusters Score -3.21671e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114411 members 
Mstep: Class 2 contains 162425 members 
Entering Unmasked Estep 
Score: -32170982.000000 Penalty: 6215.465332
	Iteration 3Q: 3 clusters Score -3.217098e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -32177036.000000 Penalty: 6215.465332
	Iteration 4F: 3 clusters Score -3.217704e+07 nChanged 18511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83377 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -32186202.000000 Penalty: 6215.465332
	Iteration 5F: 3 clusters Score -3.21862e+07 nChanged 22090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -32199472.000000 Penalty: 6215.465332
	Iteration 6F: 3 clusters Score -3.219947e+07 nChanged 21579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 236466 members 
Entering Unmasked Estep 
Score: -32213834.000000 Penalty: 6215.465332
	Iteration 7F: 3 clusters Score -3.221383e+07 nChanged 16591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 252951 members 
Entering Unmasked Estep 
Score: -32225932.000000 Penalty: 6215.465332
	Iteration 8F: 3 clusters Score -3.222593e+07 nChanged 10592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 263459 members 
Entering Unmasked Estep 
Score: -32234600.000000 Penalty: 6215.465332
	Iteration 9Q: 3 clusters Score -3.22346e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 269605 members 
Entering Unmasked Estep 
Score: -32240190.000000 Penalty: 6215.465332
	Iteration 10Q: 3 clusters Score -3.224019e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 272917 members 
Entering Unmasked Estep 
Score: -32243390.000000 Penalty: 6215.465332
	Iteration 11Q: 3 clusters Score -3.224339e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 274597 members 
Entering Unmasked Estep 
Score: -32245174.000000 Penalty: 6215.465332
	Iteration 12Q: 3 clusters Score -3.224517e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 275415 members 
Entering Unmasked Estep 
Score: -32245970.000000 Penalty: 6215.465332
	Iteration 13Q: 3 clusters Score -3.224597e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 275775 members 
Entering Unmasked Estep 
Score: -32246474.000000 Penalty: 6215.465332
	Iteration 14Q: 3 clusters Score -3.224647e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 275946 members 
Entering Unmasked Estep 
Score: -32246688.000000 Penalty: 6215.465332
	Iteration 15Q: 3 clusters Score -3.224669e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 276053 members 
Entering Unmasked Estep 
Score: -32246832.000000 Penalty: 6215.465332
	Iteration 16Q: 3 clusters Score -3.224683e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 276125 members 
Entering Unmasked Estep 
Score: -32246928.000000 Penalty: 6215.465332
	Iteration 17Q: 3 clusters Score -3.224693e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 276176 members 
Entering Unmasked Estep 
Score: -32246986.000000 Penalty: 6215.465332
	Iteration 18Q: 3 clusters Score -3.224699e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 276201 members 
Entering Unmasked Estep 
Score: -32247062.000000 Penalty: 6215.465332
	Iteration 19Q: 3 clusters Score -3.224706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 276219 members 
Entering Unmasked Estep 
Score: -32247094.000000 Penalty: 6215.465332
	Iteration 20F: 3 clusters Score -3.224709e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 276239 members 
Entering Unmasked Estep 
Score: -32247132.000000 Penalty: 6215.465332
	Iteration 21Q: 3 clusters Score -3.224713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 276252 members 
Entering Unmasked Estep 
Score: -32247156.000000 Penalty: 6215.465332
	Iteration 22Q: 3 clusters Score -3.224716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 276266 members 
Entering Unmasked Estep 
Score: -32247170.000000 Penalty: 6215.465332
	Iteration 23Q: 3 clusters Score -3.224717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 276275 members 
Entering Unmasked Estep 
Score: -32247190.000000 Penalty: 6215.465332
	Iteration 24Q: 3 clusters Score -3.224719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 276277 members 
Entering Unmasked Estep 
Score: -32247182.000000 Penalty: 6215.465332
	Iteration 25Q: 3 clusters Score -3.224718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 276277 members 
Entering Unmasked Estep 
Score: -32247200.000000 Penalty: 6215.465332
	Iteration 26Q: 3 clusters Score -3.22472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 276286 members 
Entering Unmasked Estep 
Score: -32247206.000000 Penalty: 6215.465332
	Iteration 27Q: 3 clusters Score -3.224721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 276289 members 
Entering Unmasked Estep 
Score: -32247200.000000 Penalty: 6215.465332
	Iteration 28Q: 3 clusters Score -3.22472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 276295 members 
Entering Unmasked Estep 
Score: -32247216.000000 Penalty: 6215.465332
	Iteration 29Q: 3 clusters Score -3.224722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 276298 members 
Entering Unmasked Estep 
Score: -32247202.000000 Penalty: 6215.465332
	Iteration 30Q: 3 clusters Score -3.22472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 276301 members 
Entering Unmasked Estep 
Score: -32247216.000000 Penalty: 6215.465332
	Iteration 31Q: 3 clusters Score -3.224722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 276299 members 
Entering Unmasked Estep 
Score: -32247216.000000 Penalty: 6215.465332
	Iteration 32Q: 3 clusters Score -3.224722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 276298 members 
Entering Unmasked Estep 
Score: -32247212.000000 Penalty: 6215.465332
	Iteration 33Q: 3 clusters Score -3.224721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 276302 members 
Entering Unmasked Estep 
Score: -32247226.000000 Penalty: 6215.465332
	Iteration 34Q: 3 clusters Score -3.224723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 276306 members 
Entering Unmasked Estep 
Score: -32247252.000000 Penalty: 6215.465332
	Iteration 35Q: 3 clusters Score -3.224725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 276306 members 
Entering Unmasked Estep 
Score: -32247240.000000 Penalty: 6215.465332
	Iteration 36Q: 3 clusters Score -3.224724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 276306 members 
Entering Unmasked Estep 
Score: -32247238.000000 Penalty: 6215.465332
	Iteration 37Q: 3 clusters Score -3.224724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 276307 members 
Entering Unmasked Estep 
Score: -32247252.000000 Penalty: 6215.465332
	Iteration 38Q: 3 clusters Score -3.224725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 276308 members 
Entering Unmasked Estep 
Score: -32247244.000000 Penalty: 6215.465332
	Iteration 39Q: 3 clusters Score -3.224724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 276308 members 
Entering Unmasked Estep 
Score: -32247244.000000 Penalty: 6215.465332
	Iteration 40F: 3 clusters Score -3.224724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188004 members 
Entering Unmasked Estep 
Score: -21900946.000000 Penalty: 3011.766113
	Iteration 0F: 2 clusters Score -2.190095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -21778780.000000 Penalty: 6023.532227
	Iteration 0F: 3 clusters Score -2.177878e+07 nChanged 90576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 96069 members 
Entering Unmasked Estep 
Score: -21831848.000000 Penalty: 6023.532227
	Iteration 1F: 3 clusters Score -2.183185e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -21833232.000000 Penalty: 6023.532227
	Iteration 2Q: 3 clusters Score -2.183323e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 98844 members 
Entering Unmasked Estep 
Score: -21834702.000000 Penalty: 6023.532227
	Iteration 3Q: 3 clusters Score -2.18347e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -21836926.000000 Penalty: 6023.532227
	Iteration 4Q: 3 clusters Score -2.183693e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -21840074.000000 Penalty: 6023.532227
	Iteration 5Q: 3 clusters Score -2.184007e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 111754 members 
Entering Unmasked Estep 
Score: -21845014.000000 Penalty: 6023.532227
	Iteration 6F: 3 clusters Score -2.184501e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 120397 members 
Entering Unmasked Estep 
Score: -21851938.000000 Penalty: 6023.532227
	Iteration 7F: 3 clusters Score -2.185194e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 131450 members 
Entering Unmasked Estep 
Score: -21861452.000000 Penalty: 6023.532227
	Iteration 8F: 3 clusters Score -2.186145e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 143651 members 
Entering Unmasked Estep 
Score: -21872514.000000 Penalty: 6023.532227
	Iteration 9F: 3 clusters Score -2.187251e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -21883028.000000 Penalty: 6023.532227
	Iteration 10F: 3 clusters Score -2.188303e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -21890948.000000 Penalty: 6023.532227
	Iteration 11Q: 3 clusters Score -2.189095e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 166359 members 
Entering Unmasked Estep 
Score: -21895894.000000 Penalty: 6023.532227
	Iteration 12Q: 3 clusters Score -2.189589e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 168606 members 
Entering Unmasked Estep 
Score: -21898464.000000 Penalty: 6023.532227
	Iteration 13Q: 3 clusters Score -2.189846e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -21899672.000000 Penalty: 6023.532227
	Iteration 14Q: 3 clusters Score -2.189967e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 170794 members 
Entering Unmasked Estep 
Score: -21900058.000000 Penalty: 6023.532227
	Iteration 15Q: 3 clusters Score -2.190006e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -21900268.000000 Penalty: 6023.532227
	Iteration 16Q: 3 clusters Score -2.190027e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -21900510.000000 Penalty: 6023.532227
	Iteration 17Q: 3 clusters Score -2.190051e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 172252 members 
Entering Unmasked Estep 
Score: -21900648.000000 Penalty: 6023.532227
	Iteration 18Q: 3 clusters Score -2.190065e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 172601 members 
Entering Unmasked Estep 
Score: -21900688.000000 Penalty: 6023.532227
	Iteration 19Q: 3 clusters Score -2.190069e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 172869 members 
Entering Unmasked Estep 
Score: -21900686.000000 Penalty: 6023.532227
	Iteration 20F: 3 clusters Score -2.190069e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 173083 members 
Entering Unmasked Estep 
Score: -21900730.000000 Penalty: 6023.532227
	Iteration 21Q: 3 clusters Score -2.190073e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -21900704.000000 Penalty: 6023.532227
	Iteration 22Q: 3 clusters Score -2.19007e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 173479 members 
Entering Unmasked Estep 
Score: -21900710.000000 Penalty: 6023.532227
	Iteration 23Q: 3 clusters Score -2.190071e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 173619 members 
Entering Unmasked Estep 
Score: -21900720.000000 Penalty: 6023.532227
	Iteration 24Q: 3 clusters Score -2.190072e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 173760 members 
Entering Unmasked Estep 
Score: -21900708.000000 Penalty: 6023.532227
	Iteration 25Q: 3 clusters Score -2.190071e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -21900730.000000 Penalty: 6023.532227
	Iteration 26Q: 3 clusters Score -2.190073e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 174011 members 
Entering Unmasked Estep 
Score: -21900734.000000 Penalty: 6023.532227
	Iteration 27Q: 3 clusters Score -2.190073e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 174127 members 
Entering Unmasked Estep 
Score: -21900736.000000 Penalty: 6023.532227
	Iteration 28Q: 3 clusters Score -2.190074e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 174224 members 
Entering Unmasked Estep 
Score: -21900774.000000 Penalty: 6023.532227
	Iteration 29Q: 3 clusters Score -2.190077e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 174321 members 
Entering Unmasked Estep 
Score: -21900714.000000 Penalty: 6023.532227
	Iteration 30Q: 3 clusters Score -2.190071e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 174391 members 
Entering Unmasked Estep 
Score: -21900724.000000 Penalty: 6023.532227
	Iteration 31Q: 3 clusters Score -2.190072e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 174447 members 
Entering Unmasked Estep 
Score: -21900724.000000 Penalty: 6023.532227
	Iteration 32Q: 3 clusters Score -2.190072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 174495 members 
Entering Unmasked Estep 
Score: -21900738.000000 Penalty: 6023.532227
	Iteration 33Q: 3 clusters Score -2.190074e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 174541 members 
Entering Unmasked Estep 
Score: -21900768.000000 Penalty: 6023.532227
	Iteration 34Q: 3 clusters Score -2.190077e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -21900770.000000 Penalty: 6023.532227
	Iteration 35Q: 3 clusters Score -2.190077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 174630 members 
Entering Unmasked Estep 
Score: -21900762.000000 Penalty: 6023.532227
	Iteration 36Q: 3 clusters Score -2.190076e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -21900758.000000 Penalty: 6023.532227
	Iteration 37Q: 3 clusters Score -2.190076e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 174712 members 
Entering Unmasked Estep 
Score: -21900730.000000 Penalty: 6023.532227
	Iteration 38Q: 3 clusters Score -2.190073e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 174745 members 
Entering Unmasked Estep 
Score: -21900728.000000 Penalty: 6023.532227
	Iteration 39Q: 3 clusters Score -2.190073e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 174772 members 
Entering Unmasked Estep 
Score: -21900718.000000 Penalty: 6023.532227
	Iteration 40F: 3 clusters Score -2.190072e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 174800 members 
Entering Unmasked Estep 
Score: -21900714.000000 Penalty: 6023.532227
	Iteration 41Q: 3 clusters Score -2.190071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 174829 members 
Entering Unmasked Estep 
Score: -21900704.000000 Penalty: 6023.532227
	Iteration 42Q: 3 clusters Score -2.19007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 174855 members 
Entering Unmasked Estep 
Score: -21900710.000000 Penalty: 6023.532227
	Iteration 43Q: 3 clusters Score -2.190071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 174875 members 
Entering Unmasked Estep 
Score: -21900670.000000 Penalty: 6023.532227
	Iteration 44Q: 3 clusters Score -2.190067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 174896 members 
Entering Unmasked Estep 
Score: -21900672.000000 Penalty: 6023.532227
	Iteration 45Q: 3 clusters Score -2.190067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 174910 members 
Entering Unmasked Estep 
Score: -21900670.000000 Penalty: 6023.532227
	Iteration 46Q: 3 clusters Score -2.190067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 174928 members 
Entering Unmasked Estep 
Score: -21900684.000000 Penalty: 6023.532227
	Iteration 47Q: 3 clusters Score -2.190068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -21900656.000000 Penalty: 6023.532227
	Iteration 48Q: 3 clusters Score -2.190066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -21900660.000000 Penalty: 6023.532227
	Iteration 49Q: 3 clusters Score -2.190066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -21900682.000000 Penalty: 6023.532227
	Iteration 50Q: 3 clusters Score -2.190068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 175004 members 
Entering Unmasked Estep 
Score: -21900674.000000 Penalty: 6023.532227
	Iteration 51Q: 3 clusters Score -2.190067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 175019 members 
Entering Unmasked Estep 
Score: -21900674.000000 Penalty: 6023.532227
	Iteration 52Q: 3 clusters Score -2.190067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 175035 members 
Entering Unmasked Estep 
Score: -21900670.000000 Penalty: 6023.532227
	Iteration 53Q: 3 clusters Score -2.190067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 175051 members 
Entering Unmasked Estep 
Score: -21900658.000000 Penalty: 6023.532227
	Iteration 54Q: 3 clusters Score -2.190066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 175059 members 
Entering Unmasked Estep 
Score: -21900652.000000 Penalty: 6023.532227
	Iteration 55Q: 3 clusters Score -2.190065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 175067 members 
Entering Unmasked Estep 
Score: -21900668.000000 Penalty: 6023.532227
	Iteration 56Q: 3 clusters Score -2.190067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 175077 members 
Entering Unmasked Estep 
Score: -21900664.000000 Penalty: 6023.532227
	Iteration 57Q: 3 clusters Score -2.190066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 175083 members 
Entering Unmasked Estep 
Score: -21900668.000000 Penalty: 6023.532227
	Iteration 58Q: 3 clusters Score -2.190067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 175092 members 
Entering Unmasked Estep 
Score: -21900666.000000 Penalty: 6023.532227
	Iteration 59Q: 3 clusters Score -2.190067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 175098 members 
Entering Unmasked Estep 
Score: -21900676.000000 Penalty: 6023.532227
	Iteration 60F: 3 clusters Score -2.190068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 175102 members 
Entering Unmasked Estep 
Score: -21900678.000000 Penalty: 6023.532227
	Iteration 61Q: 3 clusters Score -2.190068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 175106 members 
Entering Unmasked Estep 
Score: -21900658.000000 Penalty: 6023.532227
	Iteration 62Q: 3 clusters Score -2.190066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 175111 members 
Entering Unmasked Estep 
Score: -21900658.000000 Penalty: 6023.532227
	Iteration 63Q: 3 clusters Score -2.190066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 175118 members 
Entering Unmasked Estep 
Score: -21900652.000000 Penalty: 6023.532227
	Iteration 64Q: 3 clusters Score -2.190065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -21900656.000000 Penalty: 6023.532227
	Iteration 65Q: 3 clusters Score -2.190066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 175127 members 
Entering Unmasked Estep 
Score: -21900648.000000 Penalty: 6023.532227
	Iteration 66Q: 3 clusters Score -2.190065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 175133 members 
Entering Unmasked Estep 
Score: -21900658.000000 Penalty: 6023.532227
	Iteration 67Q: 3 clusters Score -2.190066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 175138 members 
Entering Unmasked Estep 
Score: -21900634.000000 Penalty: 6023.532227
	Iteration 68Q: 3 clusters Score -2.190063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 175144 members 
Entering Unmasked Estep 
Score: -21900642.000000 Penalty: 6023.532227
	Iteration 69Q: 3 clusters Score -2.190064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -21900634.000000 Penalty: 6023.532227
	Iteration 70Q: 3 clusters Score -2.190063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 175155 members 
Entering Unmasked Estep 
Score: -21900646.000000 Penalty: 6023.532227
	Iteration 71Q: 3 clusters Score -2.190065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 175156 members 
Entering Unmasked Estep 
Score: -21900644.000000 Penalty: 6023.532227
	Iteration 72Q: 3 clusters Score -2.190064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 175157 members 
Entering Unmasked Estep 
Score: -21900642.000000 Penalty: 6023.532227
	Iteration 73Q: 3 clusters Score -2.190064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 175156 members 
Entering Unmasked Estep 
Score: -21900638.000000 Penalty: 6023.532227
	Iteration 74Q: 3 clusters Score -2.190064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 175157 members 
Entering Unmasked Estep 
Score: -21900642.000000 Penalty: 6023.532227
	Iteration 75Q: 3 clusters Score -2.190064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 175160 members 
Entering Unmasked Estep 
Score: -21900644.000000 Penalty: 6023.532227
	Iteration 76Q: 3 clusters Score -2.190064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -21900642.000000 Penalty: 6023.532227
	Iteration 77Q: 3 clusters Score -2.190064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -21900642.000000 Penalty: 6023.532227
	Iteration 78F: 3 clusters Score -2.190064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Entering Unmasked Estep 
Score: -956098.437500 Penalty: 2242.484619
	Iteration 0F: 2 clusters Score -956098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -949427.375000 Penalty: 4484.969238
	Iteration 0F: 3 clusters Score -949427.4 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -951264.562500 Penalty: 4484.969238
	Iteration 1F: 3 clusters Score -951264.6 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -951509.437500 Penalty: 4484.969238
	Iteration 2F: 3 clusters Score -951509.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -951712.687500 Penalty: 4484.969238
	Iteration 3Q: 3 clusters Score -951712.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -951900.125000 Penalty: 4484.969238
	Iteration 4Q: 3 clusters Score -951900.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -952095.812500 Penalty: 4484.969238
	Iteration 5Q: 3 clusters Score -952095.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -952327.937500 Penalty: 4484.969238
	Iteration 6Q: 3 clusters Score -952327.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -952557.625000 Penalty: 4484.969238
	Iteration 7Q: 3 clusters Score -952557.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -952784.250000 Penalty: 4484.969238
	Iteration 8Q: 3 clusters Score -952784.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -953004.312500 Penalty: 4484.969238
	Iteration 9Q: 3 clusters Score -953004.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -953196.812500 Penalty: 4484.969238
	Iteration 10Q: 3 clusters Score -953196.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -953343.937500 Penalty: 4484.969238
	Iteration 11Q: 3 clusters Score -953343.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -953470.812500 Penalty: 4484.969238
	Iteration 12Q: 3 clusters Score -953470.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -953588.437500 Penalty: 4484.969238
	Iteration 13Q: 3 clusters Score -953588.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -953692.125000 Penalty: 4484.969238
	Iteration 14Q: 3 clusters Score -953692.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -953783.062500 Penalty: 4484.969238
	Iteration 15Q: 3 clusters Score -953783.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -953859.687500 Penalty: 4484.969238
	Iteration 16Q: 3 clusters Score -953859.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -953919.625000 Penalty: 4484.969238
	Iteration 17Q: 3 clusters Score -953919.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -953965.187500 Penalty: 4484.969238
	Iteration 18Q: 3 clusters Score -953965.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -953996.000000 Penalty: 4484.969238
	Iteration 19Q: 3 clusters Score -953996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -954017.875000 Penalty: 4484.969238
	Iteration 20F: 3 clusters Score -954017.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -954031.375000 Penalty: 4484.969238
	Iteration 21Q: 3 clusters Score -954031.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -954044.625000 Penalty: 4484.969238
	Iteration 22Q: 3 clusters Score -954044.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -954060.062500 Penalty: 4484.969238
	Iteration 23Q: 3 clusters Score -954060.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -954075.062500 Penalty: 4484.969238
	Iteration 24Q: 3 clusters Score -954075.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -954092.062500 Penalty: 4484.969238
	Iteration 25Q: 3 clusters Score -954092.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -954104.000000 Penalty: 4484.969238
	Iteration 26Q: 3 clusters Score -954104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -954114.375000 Penalty: 4484.969238
	Iteration 27Q: 3 clusters Score -954114.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -954124.250000 Penalty: 4484.969238
	Iteration 28Q: 3 clusters Score -954124.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -954136.500000 Penalty: 4484.969238
	Iteration 29Q: 3 clusters Score -954136.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -954149.812500 Penalty: 4484.969238
	Iteration 30Q: 3 clusters Score -954149.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -954161.875000 Penalty: 4484.969238
	Iteration 31Q: 3 clusters Score -954161.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -954173.937500 Penalty: 4484.969238
	Iteration 32Q: 3 clusters Score -954173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -954185.250000 Penalty: 4484.969238
	Iteration 33Q: 3 clusters Score -954185.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -954195.812500 Penalty: 4484.969238
	Iteration 34Q: 3 clusters Score -954195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -954204.000000 Penalty: 4484.969238
	Iteration 35Q: 3 clusters Score -954204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -954209.250000 Penalty: 4484.969238
	Iteration 36Q: 3 clusters Score -954209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -954214.250000 Penalty: 4484.969238
	Iteration 37Q: 3 clusters Score -954214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -954216.750000 Penalty: 4484.969238
	Iteration 38Q: 3 clusters Score -954216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -954216.437500 Penalty: 4484.969238
	Iteration 39Q: 3 clusters Score -954216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -954219.250000 Penalty: 4484.969238
	Iteration 40F: 3 clusters Score -954219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -954220.062500 Penalty: 4484.969238
	Iteration 41Q: 3 clusters Score -954220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -954220.000000 Penalty: 4484.969238
	Iteration 42Q: 3 clusters Score -954220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -954222.937500 Penalty: 4484.969238
	Iteration 43Q: 3 clusters Score -954222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -954223.250000 Penalty: 4484.969238
	Iteration 44Q: 3 clusters Score -954223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -954224.500000 Penalty: 4484.969238
	Iteration 45Q: 3 clusters Score -954224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -954222.812500 Penalty: 4484.969238
	Iteration 46Q: 3 clusters Score -954222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -954222.812500 Penalty: 4484.969238
	Iteration 47Q: 3 clusters Score -954222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -954225.812500 Penalty: 4484.969238
	Iteration 48Q: 3 clusters Score -954225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -954228.687500 Penalty: 4484.969238
	Iteration 49Q: 3 clusters Score -954228.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -954227.937500 Penalty: 4484.969238
	Iteration 50Q: 3 clusters Score -954227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -954227.937500 Penalty: 4484.969238
	Iteration 51F: 3 clusters Score -954227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36211.085938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -36211.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34988.964844 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -34988.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35321.152344 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -35321.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35440.015625 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -35440.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35521.382812 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -35521.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35551.785156 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -35551.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35587.832031 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -35587.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35627.222656 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -35627.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35656.285156 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -35656.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35666.703125 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -35666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35673.742188 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -35673.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35681.773438 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -35681.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35689.175781 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -35689.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35702.683594 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -35702.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35705.871094 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -35705.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -35705.871094 Penalty: 2959.208984
	Iteration 14F: 3 clusters Score -35705.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Entering Unmasked Estep 
Score: -4775965.500000 Penalty: 2635.217773
	Iteration 0F: 2 clusters Score -4775966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4748030.000000 Penalty: 5270.435547
	Iteration 0F: 3 clusters Score -4748030 nChanged 18989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4758876.000000 Penalty: 5270.435547
	Iteration 1F: 3 clusters Score -4758876 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4759700.000000 Penalty: 5270.435547
	Iteration 2F: 3 clusters Score -4759700 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -4760709.000000 Penalty: 5270.435547
	Iteration 3F: 3 clusters Score -4760709 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -4761889.000000 Penalty: 5270.435547
	Iteration 4F: 3 clusters Score -4761889 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4763102.500000 Penalty: 5270.435547
	Iteration 5F: 3 clusters Score -4763102 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -4764342.500000 Penalty: 5270.435547
	Iteration 6F: 3 clusters Score -4764342 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -4765475.000000 Penalty: 5270.435547
	Iteration 7F: 3 clusters Score -4765475 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -4766415.500000 Penalty: 5270.435547
	Iteration 8Q: 3 clusters Score -4766416 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4767316.000000 Penalty: 5270.435547
	Iteration 9Q: 3 clusters Score -4767316 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4768199.000000 Penalty: 5270.435547
	Iteration 10Q: 3 clusters Score -4768199 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4769059.000000 Penalty: 5270.435547
	Iteration 11Q: 3 clusters Score -4769059 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -4769942.000000 Penalty: 5270.435547
	Iteration 12Q: 3 clusters Score -4769942 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -4770829.500000 Penalty: 5270.435547
	Iteration 13Q: 3 clusters Score -4770830 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4771637.000000 Penalty: 5270.435547
	Iteration 14Q: 3 clusters Score -4771637 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -4772297.000000 Penalty: 5270.435547
	Iteration 15Q: 3 clusters Score -4772297 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -4772722.000000 Penalty: 5270.435547
	Iteration 16Q: 3 clusters Score -4772722 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4773040.000000 Penalty: 5270.435547
	Iteration 17Q: 3 clusters Score -4773040 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -4773331.000000 Penalty: 5270.435547
	Iteration 18Q: 3 clusters Score -4773331 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -4773508.500000 Penalty: 5270.435547
	Iteration 19Q: 3 clusters Score -4773508 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4773587.000000 Penalty: 5270.435547
	Iteration 20F: 3 clusters Score -4773587 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -4773651.000000 Penalty: 5270.435547
	Iteration 21Q: 3 clusters Score -4773651 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -4773711.000000 Penalty: 5270.435547
	Iteration 22Q: 3 clusters Score -4773711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -4773732.500000 Penalty: 5270.435547
	Iteration 23Q: 3 clusters Score -4773732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -4773751.000000 Penalty: 5270.435547
	Iteration 24Q: 3 clusters Score -4773751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -4773775.500000 Penalty: 5270.435547
	Iteration 25Q: 3 clusters Score -4773776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -4773791.000000 Penalty: 5270.435547
	Iteration 26Q: 3 clusters Score -4773791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -4773813.000000 Penalty: 5270.435547
	Iteration 27Q: 3 clusters Score -4773813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -4773825.500000 Penalty: 5270.435547
	Iteration 28Q: 3 clusters Score -4773826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -4773824.500000 Penalty: 5270.435547
	Iteration 29Q: 3 clusters Score -4773824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -4773829.500000 Penalty: 5270.435547
	Iteration 30Q: 3 clusters Score -4773830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -4773831.000000 Penalty: 5270.435547
	Iteration 31Q: 3 clusters Score -4773831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -4773846.500000 Penalty: 5270.435547
	Iteration 32Q: 3 clusters Score -4773846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4773855.500000 Penalty: 5270.435547
	Iteration 33Q: 3 clusters Score -4773856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -4773857.000000 Penalty: 5270.435547
	Iteration 34Q: 3 clusters Score -4773857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -4773863.000000 Penalty: 5270.435547
	Iteration 35Q: 3 clusters Score -4773863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4773862.500000 Penalty: 5270.435547
	Iteration 36Q: 3 clusters Score -4773862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -4773872.000000 Penalty: 5270.435547
	Iteration 37Q: 3 clusters Score -4773872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -4773880.500000 Penalty: 5270.435547
	Iteration 38Q: 3 clusters Score -4773880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -4773886.000000 Penalty: 5270.435547
	Iteration 39Q: 3 clusters Score -4773886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -4773888.500000 Penalty: 5270.435547
	Iteration 40F: 3 clusters Score -4773888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -4773895.000000 Penalty: 5270.435547
	Iteration 41Q: 3 clusters Score -4773895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -4773896.500000 Penalty: 5270.435547
	Iteration 42Q: 3 clusters Score -4773896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -4773896.500000 Penalty: 5270.435547
	Iteration 43F: 3 clusters Score -4773896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Entering Unmasked Estep 
Score: -1283333.875000 Penalty: 2322.740723
	Iteration 0F: 2 clusters Score -1283334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1274583.625000 Penalty: 4645.481445
	Iteration 0F: 3 clusters Score -1274584 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1277451.125000 Penalty: 4645.481445
	Iteration 1F: 3 clusters Score -1277451 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1278129.875000 Penalty: 4645.481445
	Iteration 2F: 3 clusters Score -1278130 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1278803.500000 Penalty: 4645.481445
	Iteration 3F: 3 clusters Score -1278804 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1279363.000000 Penalty: 4645.481445
	Iteration 4F: 3 clusters Score -1279363 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1279748.125000 Penalty: 4645.481445
	Iteration 5F: 3 clusters Score -1279748 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1279994.000000 Penalty: 4645.481445
	Iteration 6Q: 3 clusters Score -1279994 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1280164.500000 Penalty: 4645.481445
	Iteration 7Q: 3 clusters Score -1280164 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1280303.375000 Penalty: 4645.481445
	Iteration 8Q: 3 clusters Score -1280303 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1280426.750000 Penalty: 4645.481445
	Iteration 9Q: 3 clusters Score -1280427 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1280541.750000 Penalty: 4645.481445
	Iteration 10Q: 3 clusters Score -1280542 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1280678.250000 Penalty: 4645.481445
	Iteration 11Q: 3 clusters Score -1280678 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1280815.125000 Penalty: 4645.481445
	Iteration 12Q: 3 clusters Score -1280815 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1280966.000000 Penalty: 4645.481445
	Iteration 13Q: 3 clusters Score -1280966 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1281077.500000 Penalty: 4645.481445
	Iteration 14Q: 3 clusters Score -1281078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1281164.125000 Penalty: 4645.481445
	Iteration 15Q: 3 clusters Score -1281164 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1281240.875000 Penalty: 4645.481445
	Iteration 16Q: 3 clusters Score -1281241 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1281298.625000 Penalty: 4645.481445
	Iteration 17Q: 3 clusters Score -1281299 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1281357.875000 Penalty: 4645.481445
	Iteration 18Q: 3 clusters Score -1281358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1281407.625000 Penalty: 4645.481445
	Iteration 19Q: 3 clusters Score -1281408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1281455.250000 Penalty: 4645.481445
	Iteration 20F: 3 clusters Score -1281455 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1281495.875000 Penalty: 4645.481445
	Iteration 21Q: 3 clusters Score -1281496 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1281522.750000 Penalty: 4645.481445
	Iteration 22Q: 3 clusters Score -1281523 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1281551.875000 Penalty: 4645.481445
	Iteration 23Q: 3 clusters Score -1281552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1281582.250000 Penalty: 4645.481445
	Iteration 24Q: 3 clusters Score -1281582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1281605.000000 Penalty: 4645.481445
	Iteration 25Q: 3 clusters Score -1281605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1281627.500000 Penalty: 4645.481445
	Iteration 26Q: 3 clusters Score -1281628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1281644.500000 Penalty: 4645.481445
	Iteration 27Q: 3 clusters Score -1281644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1281671.875000 Penalty: 4645.481445
	Iteration 28Q: 3 clusters Score -1281672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1281699.250000 Penalty: 4645.481445
	Iteration 29Q: 3 clusters Score -1281699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1281725.250000 Penalty: 4645.481445
	Iteration 30Q: 3 clusters Score -1281725 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1281741.750000 Penalty: 4645.481445
	Iteration 31Q: 3 clusters Score -1281742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1281764.500000 Penalty: 4645.481445
	Iteration 32Q: 3 clusters Score -1281764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1281784.875000 Penalty: 4645.481445
	Iteration 33Q: 3 clusters Score -1281785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1281806.750000 Penalty: 4645.481445
	Iteration 34Q: 3 clusters Score -1281807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1281819.125000 Penalty: 4645.481445
	Iteration 35Q: 3 clusters Score -1281819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1281834.375000 Penalty: 4645.481445
	Iteration 36Q: 3 clusters Score -1281834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1281843.000000 Penalty: 4645.481445
	Iteration 37Q: 3 clusters Score -1281843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1281852.750000 Penalty: 4645.481445
	Iteration 38Q: 3 clusters Score -1281853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1281866.625000 Penalty: 4645.481445
	Iteration 39Q: 3 clusters Score -1281867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1281879.500000 Penalty: 4645.481445
	Iteration 40F: 3 clusters Score -1281880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1281884.375000 Penalty: 4645.481445
	Iteration 41Q: 3 clusters Score -1281884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1281887.750000 Penalty: 4645.481445
	Iteration 42Q: 3 clusters Score -1281888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1281888.375000 Penalty: 4645.481445
	Iteration 43Q: 3 clusters Score -1281888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1281890.875000 Penalty: 4645.481445
	Iteration 44Q: 3 clusters Score -1281891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1281892.250000 Penalty: 4645.481445
	Iteration 45Q: 3 clusters Score -1281892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1281895.250000 Penalty: 4645.481445
	Iteration 46Q: 3 clusters Score -1281895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1281894.125000 Penalty: 4645.481445
	Iteration 47Q: 3 clusters Score -1281894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1281896.375000 Penalty: 4645.481445
	Iteration 48Q: 3 clusters Score -1281896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1281900.000000 Penalty: 4645.481445
	Iteration 49Q: 3 clusters Score -1281900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1281899.750000 Penalty: 4645.481445
	Iteration 50Q: 3 clusters Score -1281900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1281899.625000 Penalty: 4645.481445
	Iteration 51Q: 3 clusters Score -1281900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1281902.250000 Penalty: 4645.481445
	Iteration 52Q: 3 clusters Score -1281902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1281901.500000 Penalty: 4645.481445
	Iteration 53Q: 3 clusters Score -1281902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1281900.250000 Penalty: 4645.481445
	Iteration 54Q: 3 clusters Score -1281900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1281903.625000 Penalty: 4645.481445
	Iteration 55Q: 3 clusters Score -1281904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1281902.875000 Penalty: 4645.481445
	Iteration 56Q: 3 clusters Score -1281903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1281902.500000 Penalty: 4645.481445
	Iteration 57Q: 3 clusters Score -1281902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1281903.625000 Penalty: 4645.481445
	Iteration 58Q: 3 clusters Score -1281904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1281902.125000 Penalty: 4645.481445
	Iteration 59Q: 3 clusters Score -1281902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1281903.000000 Penalty: 4645.481445
	Iteration 60F: 3 clusters Score -1281903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1281905.000000 Penalty: 4645.481445
	Iteration 61Q: 3 clusters Score -1281905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1281905.000000 Penalty: 4645.481445
	Iteration 62F: 3 clusters Score -1281905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -785320.250000 Penalty: 2199.750244
	Iteration 0F: 2 clusters Score -785320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -779518.312500 Penalty: 4399.500488
	Iteration 0F: 3 clusters Score -779518.3 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -781065.562500 Penalty: 4399.500488
	Iteration 1F: 3 clusters Score -781065.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -781352.375000 Penalty: 4399.500488
	Iteration 2F: 3 clusters Score -781352.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -781570.750000 Penalty: 4399.500488
	Iteration 3F: 3 clusters Score -781570.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -781734.187500 Penalty: 4399.500488
	Iteration 4Q: 3 clusters Score -781734.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -781877.750000 Penalty: 4399.500488
	Iteration 5Q: 3 clusters Score -781877.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -781987.937500 Penalty: 4399.500488
	Iteration 6Q: 3 clusters Score -781987.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -782071.375000 Penalty: 4399.500488
	Iteration 7Q: 3 clusters Score -782071.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -782162.812500 Penalty: 4399.500488
	Iteration 8Q: 3 clusters Score -782162.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -782263.375000 Penalty: 4399.500488
	Iteration 9Q: 3 clusters Score -782263.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -782382.062500 Penalty: 4399.500488
	Iteration 10Q: 3 clusters Score -782382.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -782516.937500 Penalty: 4399.500488
	Iteration 11Q: 3 clusters Score -782516.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -782655.000000 Penalty: 4399.500488
	Iteration 12Q: 3 clusters Score -782655 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -782798.437500 Penalty: 4399.500488
	Iteration 13Q: 3 clusters Score -782798.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -782916.687500 Penalty: 4399.500488
	Iteration 14Q: 3 clusters Score -782916.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -783032.750000 Penalty: 4399.500488
	Iteration 15Q: 3 clusters Score -783032.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -783143.875000 Penalty: 4399.500488
	Iteration 16Q: 3 clusters Score -783143.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -783224.250000 Penalty: 4399.500488
	Iteration 17Q: 3 clusters Score -783224.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -783294.500000 Penalty: 4399.500488
	Iteration 18Q: 3 clusters Score -783294.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -783348.062500 Penalty: 4399.500488
	Iteration 19Q: 3 clusters Score -783348.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -783389.062500 Penalty: 4399.500488
	Iteration 20F: 3 clusters Score -783389.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -783421.625000 Penalty: 4399.500488
	Iteration 21Q: 3 clusters Score -783421.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -783446.687500 Penalty: 4399.500488
	Iteration 22Q: 3 clusters Score -783446.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -783463.500000 Penalty: 4399.500488
	Iteration 23Q: 3 clusters Score -783463.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -783479.375000 Penalty: 4399.500488
	Iteration 24Q: 3 clusters Score -783479.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -783491.812500 Penalty: 4399.500488
	Iteration 25Q: 3 clusters Score -783491.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -783505.562500 Penalty: 4399.500488
	Iteration 26Q: 3 clusters Score -783505.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -783519.437500 Penalty: 4399.500488
	Iteration 27Q: 3 clusters Score -783519.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -783530.875000 Penalty: 4399.500488
	Iteration 28Q: 3 clusters Score -783530.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -783540.687500 Penalty: 4399.500488
	Iteration 29Q: 3 clusters Score -783540.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -783550.625000 Penalty: 4399.500488
	Iteration 30Q: 3 clusters Score -783550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -783556.625000 Penalty: 4399.500488
	Iteration 31Q: 3 clusters Score -783556.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -783557.562500 Penalty: 4399.500488
	Iteration 32Q: 3 clusters Score -783557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -783560.812500 Penalty: 4399.500488
	Iteration 33Q: 3 clusters Score -783560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -783562.312500 Penalty: 4399.500488
	Iteration 34Q: 3 clusters Score -783562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -783564.750000 Penalty: 4399.500488
	Iteration 35Q: 3 clusters Score -783564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -783568.250000 Penalty: 4399.500488
	Iteration 36Q: 3 clusters Score -783568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -783572.250000 Penalty: 4399.500488
	Iteration 37Q: 3 clusters Score -783572.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -783573.312500 Penalty: 4399.500488
	Iteration 38Q: 3 clusters Score -783573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -783574.375000 Penalty: 4399.500488
	Iteration 39Q: 3 clusters Score -783574.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -783574.937500 Penalty: 4399.500488
	Iteration 40F: 3 clusters Score -783574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -783577.125000 Penalty: 4399.500488
	Iteration 41Q: 3 clusters Score -783577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -783578.062500 Penalty: 4399.500488
	Iteration 42Q: 3 clusters Score -783578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -783579.500000 Penalty: 4399.500488
	Iteration 43Q: 3 clusters Score -783579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -783579.500000 Penalty: 4399.500488
	Iteration 44Q: 3 clusters Score -783579.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -783579.500000 Penalty: 4399.500488
	Iteration 45F: 3 clusters Score -783579.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Entering Unmasked Estep 
Score: -1607116.375000 Penalty: 2361.076172
	Iteration 0F: 2 clusters Score -1607116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1597085.125000 Penalty: 4722.152344
	Iteration 0F: 3 clusters Score -1597085 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1600349.000000 Penalty: 4722.152344
	Iteration 1F: 3 clusters Score -1600349 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1600867.625000 Penalty: 4722.152344
	Iteration 2F: 3 clusters Score -1600868 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1601330.125000 Penalty: 4722.152344
	Iteration 3F: 3 clusters Score -1601330 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1601720.500000 Penalty: 4722.152344
	Iteration 4F: 3 clusters Score -1601720 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1602138.875000 Penalty: 4722.152344
	Iteration 5F: 3 clusters Score -1602139 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1602544.250000 Penalty: 4722.152344
	Iteration 6Q: 3 clusters Score -1602544 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1602954.625000 Penalty: 4722.152344
	Iteration 7Q: 3 clusters Score -1602955 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1603346.625000 Penalty: 4722.152344
	Iteration 8Q: 3 clusters Score -1603347 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1603754.500000 Penalty: 4722.152344
	Iteration 9Q: 3 clusters Score -1603754 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1604139.375000 Penalty: 4722.152344
	Iteration 10Q: 3 clusters Score -1604139 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1604400.500000 Penalty: 4722.152344
	Iteration 11Q: 3 clusters Score -1604400 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1604607.500000 Penalty: 4722.152344
	Iteration 12Q: 3 clusters Score -1604608 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1604751.875000 Penalty: 4722.152344
	Iteration 13Q: 3 clusters Score -1604752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1604844.500000 Penalty: 4722.152344
	Iteration 14Q: 3 clusters Score -1604844 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1604898.375000 Penalty: 4722.152344
	Iteration 15Q: 3 clusters Score -1604898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1604939.000000 Penalty: 4722.152344
	Iteration 16Q: 3 clusters Score -1604939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1604972.250000 Penalty: 4722.152344
	Iteration 17Q: 3 clusters Score -1604972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1605007.375000 Penalty: 4722.152344
	Iteration 18Q: 3 clusters Score -1605007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1605031.750000 Penalty: 4722.152344
	Iteration 19Q: 3 clusters Score -1605032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1605045.125000 Penalty: 4722.152344
	Iteration 20F: 3 clusters Score -1605045 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1605061.625000 Penalty: 4722.152344
	Iteration 21Q: 3 clusters Score -1605062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1605075.250000 Penalty: 4722.152344
	Iteration 22Q: 3 clusters Score -1605075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1605080.750000 Penalty: 4722.152344
	Iteration 23Q: 3 clusters Score -1605081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1605095.125000 Penalty: 4722.152344
	Iteration 24Q: 3 clusters Score -1605095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1605108.000000 Penalty: 4722.152344
	Iteration 25Q: 3 clusters Score -1605108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1605119.750000 Penalty: 4722.152344
	Iteration 26Q: 3 clusters Score -1605120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1605133.875000 Penalty: 4722.152344
	Iteration 27Q: 3 clusters Score -1605134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1605143.500000 Penalty: 4722.152344
	Iteration 28Q: 3 clusters Score -1605144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1605157.500000 Penalty: 4722.152344
	Iteration 29Q: 3 clusters Score -1605158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1605164.500000 Penalty: 4722.152344
	Iteration 30Q: 3 clusters Score -1605164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1605167.000000 Penalty: 4722.152344
	Iteration 31Q: 3 clusters Score -1605167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1605172.750000 Penalty: 4722.152344
	Iteration 32Q: 3 clusters Score -1605173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1605175.000000 Penalty: 4722.152344
	Iteration 33Q: 3 clusters Score -1605175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1605179.375000 Penalty: 4722.152344
	Iteration 34Q: 3 clusters Score -1605179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1605180.625000 Penalty: 4722.152344
	Iteration 35Q: 3 clusters Score -1605181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1605180.125000 Penalty: 4722.152344
	Iteration 36Q: 3 clusters Score -1605180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1605180.375000 Penalty: 4722.152344
	Iteration 37Q: 3 clusters Score -1605180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1605182.750000 Penalty: 4722.152344
	Iteration 38Q: 3 clusters Score -1605183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1605184.000000 Penalty: 4722.152344
	Iteration 39Q: 3 clusters Score -1605184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1605185.875000 Penalty: 4722.152344
	Iteration 40F: 3 clusters Score -1605186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1605185.750000 Penalty: 4722.152344
	Iteration 41Q: 3 clusters Score -1605186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1605187.625000 Penalty: 4722.152344
	Iteration 42Q: 3 clusters Score -1605188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1605189.375000 Penalty: 4722.152344
	Iteration 43Q: 3 clusters Score -1605189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1605187.625000 Penalty: 4722.152344
	Iteration 44Q: 3 clusters Score -1605188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1605190.875000 Penalty: 4722.152344
	Iteration 45Q: 3 clusters Score -1605191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1605190.375000 Penalty: 4722.152344
	Iteration 46Q: 3 clusters Score -1605190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1605192.875000 Penalty: 4722.152344
	Iteration 47Q: 3 clusters Score -1605193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1605191.750000 Penalty: 4722.152344
	Iteration 48Q: 3 clusters Score -1605192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1605191.375000 Penalty: 4722.152344
	Iteration 49Q: 3 clusters Score -1605191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1605196.625000 Penalty: 4722.152344
	Iteration 50Q: 3 clusters Score -1605197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1605200.750000 Penalty: 4722.152344
	Iteration 51Q: 3 clusters Score -1605201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1605198.875000 Penalty: 4722.152344
	Iteration 52Q: 3 clusters Score -1605199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1605200.500000 Penalty: 4722.152344
	Iteration 53Q: 3 clusters Score -1605200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1605200.125000 Penalty: 4722.152344
	Iteration 54Q: 3 clusters Score -1605200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1605199.500000 Penalty: 4722.152344
	Iteration 55Q: 3 clusters Score -1605200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1605199.500000 Penalty: 4722.152344
	Iteration 56F: 3 clusters Score -1605200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (81876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Entering Unmasked Estep 
Score: -9575856.000000 Penalty: 2805.614502
	Iteration 0F: 2 clusters Score -9575856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -9521180.000000 Penalty: 5611.229004
	Iteration 0F: 3 clusters Score -9521180 nChanged 38426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -9543354.000000 Penalty: 5611.229004
	Iteration 1F: 3 clusters Score -9543354 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -9544489.000000 Penalty: 5611.229004
	Iteration 2Q: 3 clusters Score -9544489 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -9546019.000000 Penalty: 5611.229004
	Iteration 3Q: 3 clusters Score -9546019 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -9548034.000000 Penalty: 5611.229004
	Iteration 4F: 3 clusters Score -9548034 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -9550674.000000 Penalty: 5611.229004
	Iteration 5F: 3 clusters Score -9550674 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -9553723.000000 Penalty: 5611.229004
	Iteration 6F: 3 clusters Score -9553723 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -9556945.000000 Penalty: 5611.229004
	Iteration 7F: 3 clusters Score -9556945 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -9560114.000000 Penalty: 5611.229004
	Iteration 8F: 3 clusters Score -9560114 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67197 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -9563151.000000 Penalty: 5611.229004
	Iteration 9F: 3 clusters Score -9563151 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -9566061.000000 Penalty: 5611.229004
	Iteration 10Q: 3 clusters Score -9566061 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -9568638.000000 Penalty: 5611.229004
	Iteration 11Q: 3 clusters Score -9568638 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -9570462.000000 Penalty: 5611.229004
	Iteration 12Q: 3 clusters Score -9570462 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -9571580.000000 Penalty: 5611.229004
	Iteration 13Q: 3 clusters Score -9571580 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -9572285.000000 Penalty: 5611.229004
	Iteration 14Q: 3 clusters Score -9572285 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9572726.000000 Penalty: 5611.229004
	Iteration 15Q: 3 clusters Score -9572726 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79574 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9573024.000000 Penalty: 5611.229004
	Iteration 16Q: 3 clusters Score -9573024 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9573233.000000 Penalty: 5611.229004
	Iteration 17Q: 3 clusters Score -9573233 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9573418.000000 Penalty: 5611.229004
	Iteration 18Q: 3 clusters Score -9573418 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9573583.000000 Penalty: 5611.229004
	Iteration 19Q: 3 clusters Score -9573583 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80338 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9573741.000000 Penalty: 5611.229004
	Iteration 20F: 3 clusters Score -9573741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9573816.000000 Penalty: 5611.229004
	Iteration 21Q: 3 clusters Score -9573816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80460 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9573868.000000 Penalty: 5611.229004
	Iteration 22Q: 3 clusters Score -9573868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9573878.000000 Penalty: 5611.229004
	Iteration 23Q: 3 clusters Score -9573878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9573887.000000 Penalty: 5611.229004
	Iteration 24Q: 3 clusters Score -9573887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9573916.000000 Penalty: 5611.229004
	Iteration 25Q: 3 clusters Score -9573916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9573937.000000 Penalty: 5611.229004
	Iteration 26Q: 3 clusters Score -9573937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9573946.000000 Penalty: 5611.229004
	Iteration 27Q: 3 clusters Score -9573946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9573954.000000 Penalty: 5611.229004
	Iteration 28Q: 3 clusters Score -9573954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9573961.000000 Penalty: 5611.229004
	Iteration 29Q: 3 clusters Score -9573961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9573965.000000 Penalty: 5611.229004
	Iteration 30Q: 3 clusters Score -9573965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9573962.000000 Penalty: 5611.229004
	Iteration 31Q: 3 clusters Score -9573962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80603 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9573961.000000 Penalty: 5611.229004
	Iteration 32Q: 3 clusters Score -9573961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9573972.000000 Penalty: 5611.229004
	Iteration 33Q: 3 clusters Score -9573972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9573979.000000 Penalty: 5611.229004
	Iteration 34Q: 3 clusters Score -9573979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9573985.000000 Penalty: 5611.229004
	Iteration 35Q: 3 clusters Score -9573985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9573978.000000 Penalty: 5611.229004
	Iteration 36Q: 3 clusters Score -9573978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9573982.000000 Penalty: 5611.229004
	Iteration 37Q: 3 clusters Score -9573982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9573979.000000 Penalty: 5611.229004
	Iteration 38Q: 3 clusters Score -9573979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9573986.000000 Penalty: 5611.229004
	Iteration 39Q: 3 clusters Score -9573986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9573991.000000 Penalty: 5611.229004
	Iteration 40F: 3 clusters Score -9573991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9573973.000000 Penalty: 5611.229004
	Iteration 41Q: 3 clusters Score -9573973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9573974.000000 Penalty: 5611.229004
	Iteration 42Q: 3 clusters Score -9573974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9573974.000000 Penalty: 5611.229004
	Iteration 43Q: 3 clusters Score -9573974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9573973.000000 Penalty: 5611.229004
	Iteration 44Q: 3 clusters Score -9573973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9573978.000000 Penalty: 5611.229004
	Iteration 45Q: 3 clusters Score -9573978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9573979.000000 Penalty: 5611.229004
	Iteration 46Q: 3 clusters Score -9573979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80620 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9573979.000000 Penalty: 5611.229004
	Iteration 47F: 3 clusters Score -9573979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Entering Unmasked Estep 
Score: -1296462.750000 Penalty: 2307.169189
	Iteration 0F: 2 clusters Score -1296463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1288185.875000 Penalty: 4614.338379
	Iteration 0F: 3 clusters Score -1288186 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1290620.125000 Penalty: 4614.338379
	Iteration 1F: 3 clusters Score -1290620 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1290891.250000 Penalty: 4614.338379
	Iteration 2F: 3 clusters Score -1290891 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1291079.000000 Penalty: 4614.338379
	Iteration 3Q: 3 clusters Score -1291079 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1291210.625000 Penalty: 4614.338379
	Iteration 4Q: 3 clusters Score -1291211 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1291302.750000 Penalty: 4614.338379
	Iteration 5Q: 3 clusters Score -1291303 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1291371.000000 Penalty: 4614.338379
	Iteration 6Q: 3 clusters Score -1291371 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1291436.250000 Penalty: 4614.338379
	Iteration 7Q: 3 clusters Score -1291436 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1291503.625000 Penalty: 4614.338379
	Iteration 8Q: 3 clusters Score -1291504 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1291555.250000 Penalty: 4614.338379
	Iteration 9Q: 3 clusters Score -1291555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1291613.500000 Penalty: 4614.338379
	Iteration 10Q: 3 clusters Score -1291614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1291670.750000 Penalty: 4614.338379
	Iteration 11Q: 3 clusters Score -1291671 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1291740.500000 Penalty: 4614.338379
	Iteration 12Q: 3 clusters Score -1291740 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1291821.750000 Penalty: 4614.338379
	Iteration 13Q: 3 clusters Score -1291822 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1291918.125000 Penalty: 4614.338379
	Iteration 14Q: 3 clusters Score -1291918 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1292035.625000 Penalty: 4614.338379
	Iteration 15Q: 3 clusters Score -1292036 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1292205.625000 Penalty: 4614.338379
	Iteration 16Q: 3 clusters Score -1292206 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1292368.375000 Penalty: 4614.338379
	Iteration 17Q: 3 clusters Score -1292368 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1292553.375000 Penalty: 4614.338379
	Iteration 18Q: 3 clusters Score -1292553 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1292773.000000 Penalty: 4614.338379
	Iteration 19Q: 3 clusters Score -1292773 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1293005.750000 Penalty: 4614.338379
	Iteration 20F: 3 clusters Score -1293006 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1293228.500000 Penalty: 4614.338379
	Iteration 21Q: 3 clusters Score -1293228 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1293424.500000 Penalty: 4614.338379
	Iteration 22Q: 3 clusters Score -1293424 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1293592.625000 Penalty: 4614.338379
	Iteration 23Q: 3 clusters Score -1293593 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1293714.875000 Penalty: 4614.338379
	Iteration 24Q: 3 clusters Score -1293715 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1293809.750000 Penalty: 4614.338379
	Iteration 25Q: 3 clusters Score -1293810 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1293888.500000 Penalty: 4614.338379
	Iteration 26Q: 3 clusters Score -1293888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1293949.500000 Penalty: 4614.338379
	Iteration 27Q: 3 clusters Score -1293950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1294009.000000 Penalty: 4614.338379
	Iteration 28Q: 3 clusters Score -1294009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1294056.500000 Penalty: 4614.338379
	Iteration 29Q: 3 clusters Score -1294056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1294092.625000 Penalty: 4614.338379
	Iteration 30Q: 3 clusters Score -1294093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1294129.000000 Penalty: 4614.338379
	Iteration 31Q: 3 clusters Score -1294129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1294155.750000 Penalty: 4614.338379
	Iteration 32Q: 3 clusters Score -1294156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1294191.125000 Penalty: 4614.338379
	Iteration 33Q: 3 clusters Score -1294191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1294217.250000 Penalty: 4614.338379
	Iteration 34Q: 3 clusters Score -1294217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1294246.125000 Penalty: 4614.338379
	Iteration 35Q: 3 clusters Score -1294246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1294271.500000 Penalty: 4614.338379
	Iteration 36Q: 3 clusters Score -1294272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1294281.250000 Penalty: 4614.338379
	Iteration 37Q: 3 clusters Score -1294281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1294300.000000 Penalty: 4614.338379
	Iteration 38Q: 3 clusters Score -1294300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1294313.125000 Penalty: 4614.338379
	Iteration 39Q: 3 clusters Score -1294313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1294321.625000 Penalty: 4614.338379
	Iteration 40F: 3 clusters Score -1294322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1294336.250000 Penalty: 4614.338379
	Iteration 41Q: 3 clusters Score -1294336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1294344.375000 Penalty: 4614.338379
	Iteration 42Q: 3 clusters Score -1294344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1294350.875000 Penalty: 4614.338379
	Iteration 43Q: 3 clusters Score -1294351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1294356.750000 Penalty: 4614.338379
	Iteration 44Q: 3 clusters Score -1294357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1294369.125000 Penalty: 4614.338379
	Iteration 45Q: 3 clusters Score -1294369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1294374.125000 Penalty: 4614.338379
	Iteration 46Q: 3 clusters Score -1294374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1294390.375000 Penalty: 4614.338379
	Iteration 47Q: 3 clusters Score -1294390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1294400.625000 Penalty: 4614.338379
	Iteration 48Q: 3 clusters Score -1294401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1294409.375000 Penalty: 4614.338379
	Iteration 49Q: 3 clusters Score -1294409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1294417.625000 Penalty: 4614.338379
	Iteration 50Q: 3 clusters Score -1294418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1294420.500000 Penalty: 4614.338379
	Iteration 51Q: 3 clusters Score -1294420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1294428.375000 Penalty: 4614.338379
	Iteration 52Q: 3 clusters Score -1294428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1294435.750000 Penalty: 4614.338379
	Iteration 53Q: 3 clusters Score -1294436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1294435.750000 Penalty: 4614.338379
	Iteration 54Q: 3 clusters Score -1294436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1294440.125000 Penalty: 4614.338379
	Iteration 55Q: 3 clusters Score -1294440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1294443.250000 Penalty: 4614.338379
	Iteration 56Q: 3 clusters Score -1294443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1294445.750000 Penalty: 4614.338379
	Iteration 57Q: 3 clusters Score -1294446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1294452.875000 Penalty: 4614.338379
	Iteration 58Q: 3 clusters Score -1294453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1294458.875000 Penalty: 4614.338379
	Iteration 59Q: 3 clusters Score -1294459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1294463.750000 Penalty: 4614.338379
	Iteration 60F: 3 clusters Score -1294464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1294467.500000 Penalty: 4614.338379
	Iteration 61Q: 3 clusters Score -1294468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1294471.125000 Penalty: 4614.338379
	Iteration 62Q: 3 clusters Score -1294471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1294475.000000 Penalty: 4614.338379
	Iteration 63Q: 3 clusters Score -1294475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1294477.500000 Penalty: 4614.338379
	Iteration 64Q: 3 clusters Score -1294478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1294479.500000 Penalty: 4614.338379
	Iteration 65Q: 3 clusters Score -1294480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1294482.250000 Penalty: 4614.338379
	Iteration 66Q: 3 clusters Score -1294482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1294482.250000 Penalty: 4614.338379
	Iteration 67Q: 3 clusters Score -1294482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1294482.375000 Penalty: 4614.338379
	Iteration 68Q: 3 clusters Score -1294482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1294482.375000 Penalty: 4614.338379
	Iteration 69F: 3 clusters Score -1294482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Entering Unmasked Estep 
Score: -4155606.250000 Penalty: 2598.793213
	Iteration 0F: 2 clusters Score -4155606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4131385.000000 Penalty: 5197.586426
	Iteration 0F: 3 clusters Score -4131385 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -4140372.750000 Penalty: 5197.586426
	Iteration 1F: 3 clusters Score -4140373 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4141178.000000 Penalty: 5197.586426
	Iteration 2F: 3 clusters Score -4141178 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4142169.250000 Penalty: 5197.586426
	Iteration 3F: 3 clusters Score -4142169 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -4143546.250000 Penalty: 5197.586426
	Iteration 4F: 3 clusters Score -4143546 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -4145291.500000 Penalty: 5197.586426
	Iteration 5F: 3 clusters Score -4145292 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4147152.500000 Penalty: 5197.586426
	Iteration 6F: 3 clusters Score -4147152 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4148971.250000 Penalty: 5197.586426
	Iteration 7F: 3 clusters Score -4148971 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -4150487.000000 Penalty: 5197.586426
	Iteration 8F: 3 clusters Score -4150487 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4151672.000000 Penalty: 5197.586426
	Iteration 9Q: 3 clusters Score -4151672 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4152450.750000 Penalty: 5197.586426
	Iteration 10Q: 3 clusters Score -4152451 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4152814.000000 Penalty: 5197.586426
	Iteration 11Q: 3 clusters Score -4152814 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4153019.500000 Penalty: 5197.586426
	Iteration 12Q: 3 clusters Score -4153020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4153176.250000 Penalty: 5197.586426
	Iteration 13Q: 3 clusters Score -4153176 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4153281.000000 Penalty: 5197.586426
	Iteration 14Q: 3 clusters Score -4153281 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4153351.500000 Penalty: 5197.586426
	Iteration 15Q: 3 clusters Score -4153352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4153389.250000 Penalty: 5197.586426
	Iteration 16Q: 3 clusters Score -4153389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34910 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4153410.250000 Penalty: 5197.586426
	Iteration 17Q: 3 clusters Score -4153410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4153427.750000 Penalty: 5197.586426
	Iteration 18Q: 3 clusters Score -4153428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4153441.250000 Penalty: 5197.586426
	Iteration 19Q: 3 clusters Score -4153441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4153452.750000 Penalty: 5197.586426
	Iteration 20F: 3 clusters Score -4153453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4153465.500000 Penalty: 5197.586426
	Iteration 21Q: 3 clusters Score -4153466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4153478.250000 Penalty: 5197.586426
	Iteration 22Q: 3 clusters Score -4153478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4153484.000000 Penalty: 5197.586426
	Iteration 23Q: 3 clusters Score -4153484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4153484.750000 Penalty: 5197.586426
	Iteration 24Q: 3 clusters Score -4153485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4153492.000000 Penalty: 5197.586426
	Iteration 25Q: 3 clusters Score -4153492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4153492.000000 Penalty: 5197.586426
	Iteration 26F: 3 clusters Score -4153492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Entering Unmasked Estep 
Score: -986571.500000 Penalty: 2256.708740
	Iteration 0F: 2 clusters Score -986571.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -979581.562500 Penalty: 4513.417480
	Iteration 0F: 3 clusters Score -979581.6 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -981694.937500 Penalty: 4513.417480
	Iteration 1F: 3 clusters Score -981694.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -982110.375000 Penalty: 4513.417480
	Iteration 2F: 3 clusters Score -982110.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -982387.312500 Penalty: 4513.417480
	Iteration 3F: 3 clusters Score -982387.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -982602.250000 Penalty: 4513.417480
	Iteration 4Q: 3 clusters Score -982602.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -982866.750000 Penalty: 4513.417480
	Iteration 5Q: 3 clusters Score -982866.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -983185.312500 Penalty: 4513.417480
	Iteration 6Q: 3 clusters Score -983185.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -983588.375000 Penalty: 4513.417480
	Iteration 7F: 3 clusters Score -983588.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -984030.750000 Penalty: 4513.417480
	Iteration 8F: 3 clusters Score -984030.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -984403.750000 Penalty: 4513.417480
	Iteration 9F: 3 clusters Score -984403.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -984656.312500 Penalty: 4513.417480
	Iteration 10Q: 3 clusters Score -984656.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -984836.375000 Penalty: 4513.417480
	Iteration 11Q: 3 clusters Score -984836.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -984976.187500 Penalty: 4513.417480
	Iteration 12Q: 3 clusters Score -984976.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -985096.625000 Penalty: 4513.417480
	Iteration 13Q: 3 clusters Score -985096.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -985162.187500 Penalty: 4513.417480
	Iteration 14Q: 3 clusters Score -985162.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -985212.312500 Penalty: 4513.417480
	Iteration 15Q: 3 clusters Score -985212.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -985252.062500 Penalty: 4513.417480
	Iteration 16Q: 3 clusters Score -985252.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -985284.812500 Penalty: 4513.417480
	Iteration 17Q: 3 clusters Score -985284.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -985311.062500 Penalty: 4513.417480
	Iteration 18Q: 3 clusters Score -985311.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -985339.437500 Penalty: 4513.417480
	Iteration 19Q: 3 clusters Score -985339.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -985363.875000 Penalty: 4513.417480
	Iteration 20F: 3 clusters Score -985363.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -985386.312500 Penalty: 4513.417480
	Iteration 21Q: 3 clusters Score -985386.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -985411.062500 Penalty: 4513.417480
	Iteration 22Q: 3 clusters Score -985411.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -985420.937500 Penalty: 4513.417480
	Iteration 23Q: 3 clusters Score -985420.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -985431.937500 Penalty: 4513.417480
	Iteration 24Q: 3 clusters Score -985431.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -985441.187500 Penalty: 4513.417480
	Iteration 25Q: 3 clusters Score -985441.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -985446.687500 Penalty: 4513.417480
	Iteration 26Q: 3 clusters Score -985446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -985450.375000 Penalty: 4513.417480
	Iteration 27Q: 3 clusters Score -985450.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -985455.750000 Penalty: 4513.417480
	Iteration 28Q: 3 clusters Score -985455.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -985463.375000 Penalty: 4513.417480
	Iteration 29Q: 3 clusters Score -985463.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -985467.812500 Penalty: 4513.417480
	Iteration 30Q: 3 clusters Score -985467.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -985471.187500 Penalty: 4513.417480
	Iteration 31Q: 3 clusters Score -985471.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -985477.750000 Penalty: 4513.417480
	Iteration 32Q: 3 clusters Score -985477.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -985480.187500 Penalty: 4513.417480
	Iteration 33Q: 3 clusters Score -985480.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -985483.375000 Penalty: 4513.417480
	Iteration 34Q: 3 clusters Score -985483.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -985486.062500 Penalty: 4513.417480
	Iteration 35Q: 3 clusters Score -985486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -985489.312500 Penalty: 4513.417480
	Iteration 36Q: 3 clusters Score -985489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -985489.750000 Penalty: 4513.417480
	Iteration 37Q: 3 clusters Score -985489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -985489.750000 Penalty: 4513.417480
	Iteration 38Q: 3 clusters Score -985489.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -985493.250000 Penalty: 4513.417480
	Iteration 39Q: 3 clusters Score -985493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -985494.312500 Penalty: 4513.417480
	Iteration 40F: 3 clusters Score -985494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -985496.750000 Penalty: 4513.417480
	Iteration 41Q: 3 clusters Score -985496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -985497.312500 Penalty: 4513.417480
	Iteration 42Q: 3 clusters Score -985497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -985496.187500 Penalty: 4513.417480
	Iteration 43Q: 3 clusters Score -985496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -985496.937500 Penalty: 4513.417480
	Iteration 44Q: 3 clusters Score -985496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -985499.625000 Penalty: 4513.417480
	Iteration 45Q: 3 clusters Score -985499.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -985500.187500 Penalty: 4513.417480
	Iteration 46Q: 3 clusters Score -985500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -985502.500000 Penalty: 4513.417480
	Iteration 47Q: 3 clusters Score -985502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -985503.687500 Penalty: 4513.417480
	Iteration 48Q: 3 clusters Score -985503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -985508.000000 Penalty: 4513.417480
	Iteration 49Q: 3 clusters Score -985508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -985509.187500 Penalty: 4513.417480
	Iteration 50Q: 3 clusters Score -985509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -985508.875000 Penalty: 4513.417480
	Iteration 51Q: 3 clusters Score -985508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -985512.937500 Penalty: 4513.417480
	Iteration 52Q: 3 clusters Score -985512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -985513.437500 Penalty: 4513.417480
	Iteration 53Q: 3 clusters Score -985513.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -985513.437500 Penalty: 4513.417480
	Iteration 54F: 3 clusters Score -985513.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Entering Unmasked Estep 
Score: -12566946.000000 Penalty: 2870.361816
	Iteration 0F: 2 clusters Score -1.256695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -12495957.000000 Penalty: 5740.723633
	Iteration 0F: 3 clusters Score -1.249596e+07 nChanged 50321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -12524664.000000 Penalty: 5740.723633
	Iteration 1F: 3 clusters Score -1.252466e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -12525680.000000 Penalty: 5740.723633
	Iteration 2Q: 3 clusters Score -1.252568e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -12527185.000000 Penalty: 5740.723633
	Iteration 3Q: 3 clusters Score -1.252718e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -12529308.000000 Penalty: 5740.723633
	Iteration 4Q: 3 clusters Score -1.252931e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -12532830.000000 Penalty: 5740.723633
	Iteration 5F: 3 clusters Score -1.253283e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73880 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -12537844.000000 Penalty: 5740.723633
	Iteration 6F: 3 clusters Score -1.253784e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -12543671.000000 Penalty: 5740.723633
	Iteration 7F: 3 clusters Score -1.254367e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -12549477.000000 Penalty: 5740.723633
	Iteration 8F: 3 clusters Score -1.254948e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -12554336.000000 Penalty: 5740.723633
	Iteration 9F: 3 clusters Score -1.255434e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -12558483.000000 Penalty: 5740.723633
	Iteration 10Q: 3 clusters Score -1.255848e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -12561250.000000 Penalty: 5740.723633
	Iteration 11Q: 3 clusters Score -1.256125e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103701 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -12562771.000000 Penalty: 5740.723633
	Iteration 12Q: 3 clusters Score -1.256277e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -12563543.000000 Penalty: 5740.723633
	Iteration 13Q: 3 clusters Score -1.256354e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105192 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12564024.000000 Penalty: 5740.723633
	Iteration 14Q: 3 clusters Score -1.256402e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12564219.000000 Penalty: 5740.723633
	Iteration 15Q: 3 clusters Score -1.256422e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105530 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12564325.000000 Penalty: 5740.723633
	Iteration 16Q: 3 clusters Score -1.256432e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105595 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12564410.000000 Penalty: 5740.723633
	Iteration 17Q: 3 clusters Score -1.256441e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105633 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12564468.000000 Penalty: 5740.723633
	Iteration 18Q: 3 clusters Score -1.256447e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105660 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12564489.000000 Penalty: 5740.723633
	Iteration 19Q: 3 clusters Score -1.256449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105670 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12564488.000000 Penalty: 5740.723633
	Iteration 20F: 3 clusters Score -1.256449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12564502.000000 Penalty: 5740.723633
	Iteration 21Q: 3 clusters Score -1.25645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12564516.000000 Penalty: 5740.723633
	Iteration 22Q: 3 clusters Score -1.256452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -12564534.000000 Penalty: 5740.723633
	Iteration 23Q: 3 clusters Score -1.256453e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105678 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -12564563.000000 Penalty: 5740.723633
	Iteration 24Q: 3 clusters Score -1.256456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12564561.000000 Penalty: 5740.723633
	Iteration 25Q: 3 clusters Score -1.256456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105688 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -12564564.000000 Penalty: 5740.723633
	Iteration 26Q: 3 clusters Score -1.256456e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105693 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12564568.000000 Penalty: 5740.723633
	Iteration 27Q: 3 clusters Score -1.256457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105692 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12564581.000000 Penalty: 5740.723633
	Iteration 28Q: 3 clusters Score -1.256458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -12564584.000000 Penalty: 5740.723633
	Iteration 29Q: 3 clusters Score -1.256458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12564593.000000 Penalty: 5740.723633
	Iteration 30Q: 3 clusters Score -1.256459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12564589.000000 Penalty: 5740.723633
	Iteration 31Q: 3 clusters Score -1.256459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12564589.000000 Penalty: 5740.723633
	Iteration 32F: 3 clusters Score -1.256459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Entering Unmasked Estep 
Score: -2645869.750000 Penalty: 2491.092041
	Iteration 0F: 2 clusters Score -2645870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2629776.500000 Penalty: 4982.184082
	Iteration 0F: 3 clusters Score -2629776 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2635647.500000 Penalty: 4982.184082
	Iteration 1F: 3 clusters Score -2635648 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2636499.500000 Penalty: 4982.184082
	Iteration 2F: 3 clusters Score -2636500 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2637378.500000 Penalty: 4982.184082
	Iteration 3F: 3 clusters Score -2637378 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2638198.000000 Penalty: 4982.184082
	Iteration 4F: 3 clusters Score -2638198 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2638937.500000 Penalty: 4982.184082
	Iteration 5F: 3 clusters Score -2638938 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2639479.500000 Penalty: 4982.184082
	Iteration 6F: 3 clusters Score -2639480 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2639893.750000 Penalty: 4982.184082
	Iteration 7Q: 3 clusters Score -2639894 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2640203.000000 Penalty: 4982.184082
	Iteration 8Q: 3 clusters Score -2640203 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2640452.500000 Penalty: 4982.184082
	Iteration 9Q: 3 clusters Score -2640452 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2640630.000000 Penalty: 4982.184082
	Iteration 10Q: 3 clusters Score -2640630 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2640780.500000 Penalty: 4982.184082
	Iteration 11Q: 3 clusters Score -2640780 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2640923.750000 Penalty: 4982.184082
	Iteration 12Q: 3 clusters Score -2640924 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2641074.000000 Penalty: 4982.184082
	Iteration 13Q: 3 clusters Score -2641074 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2641223.500000 Penalty: 4982.184082
	Iteration 14Q: 3 clusters Score -2641224 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2641392.750000 Penalty: 4982.184082
	Iteration 15Q: 3 clusters Score -2641393 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2641568.500000 Penalty: 4982.184082
	Iteration 16Q: 3 clusters Score -2641568 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2641775.750000 Penalty: 4982.184082
	Iteration 17Q: 3 clusters Score -2641776 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2642051.750000 Penalty: 4982.184082
	Iteration 18Q: 3 clusters Score -2642052 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2642340.500000 Penalty: 4982.184082
	Iteration 19Q: 3 clusters Score -2642340 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2642583.500000 Penalty: 4982.184082
	Iteration 20F: 3 clusters Score -2642584 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2642838.750000 Penalty: 4982.184082
	Iteration 21Q: 3 clusters Score -2642839 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2643043.750000 Penalty: 4982.184082
	Iteration 22Q: 3 clusters Score -2643044 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2643202.750000 Penalty: 4982.184082
	Iteration 23Q: 3 clusters Score -2643203 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2643349.500000 Penalty: 4982.184082
	Iteration 24Q: 3 clusters Score -2643350 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2643445.750000 Penalty: 4982.184082
	Iteration 25Q: 3 clusters Score -2643446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2643524.000000 Penalty: 4982.184082
	Iteration 26Q: 3 clusters Score -2643524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2643575.000000 Penalty: 4982.184082
	Iteration 27Q: 3 clusters Score -2643575 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2643622.000000 Penalty: 4982.184082
	Iteration 28Q: 3 clusters Score -2643622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2643653.000000 Penalty: 4982.184082
	Iteration 29Q: 3 clusters Score -2643653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2643687.000000 Penalty: 4982.184082
	Iteration 30Q: 3 clusters Score -2643687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2643707.750000 Penalty: 4982.184082
	Iteration 31Q: 3 clusters Score -2643708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -2643724.750000 Penalty: 4982.184082
	Iteration 32Q: 3 clusters Score -2643725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2643737.750000 Penalty: 4982.184082
	Iteration 33Q: 3 clusters Score -2643738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2643753.250000 Penalty: 4982.184082
	Iteration 34Q: 3 clusters Score -2643753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -2643757.750000 Penalty: 4982.184082
	Iteration 35Q: 3 clusters Score -2643758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -2643767.000000 Penalty: 4982.184082
	Iteration 36Q: 3 clusters Score -2643767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2643771.500000 Penalty: 4982.184082
	Iteration 37Q: 3 clusters Score -2643772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2643785.500000 Penalty: 4982.184082
	Iteration 38Q: 3 clusters Score -2643786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2643797.500000 Penalty: 4982.184082
	Iteration 39Q: 3 clusters Score -2643798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2643809.500000 Penalty: 4982.184082
	Iteration 40F: 3 clusters Score -2643810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2643817.500000 Penalty: 4982.184082
	Iteration 41Q: 3 clusters Score -2643818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2643820.000000 Penalty: 4982.184082
	Iteration 42Q: 3 clusters Score -2643820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2643823.750000 Penalty: 4982.184082
	Iteration 43Q: 3 clusters Score -2643824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2643823.250000 Penalty: 4982.184082
	Iteration 44Q: 3 clusters Score -2643823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2643823.000000 Penalty: 4982.184082
	Iteration 45Q: 3 clusters Score -2643823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -2643823.000000 Penalty: 4982.184082
	Iteration 46F: 3 clusters Score -2643823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Entering Unmasked Estep 
Score: -1411896.875000 Penalty: 2312.358398
	Iteration 0F: 2 clusters Score -1411897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1403404.375000 Penalty: 4624.716797
	Iteration 0F: 3 clusters Score -1403404 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1405924.750000 Penalty: 4624.716797
	Iteration 1F: 3 clusters Score -1405925 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1406218.625000 Penalty: 4624.716797
	Iteration 2F: 3 clusters Score -1406219 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1406392.000000 Penalty: 4624.716797
	Iteration 3Q: 3 clusters Score -1406392 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1406521.625000 Penalty: 4624.716797
	Iteration 4Q: 3 clusters Score -1406522 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1406634.750000 Penalty: 4624.716797
	Iteration 5Q: 3 clusters Score -1406635 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1406730.125000 Penalty: 4624.716797
	Iteration 6Q: 3 clusters Score -1406730 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1406808.875000 Penalty: 4624.716797
	Iteration 7Q: 3 clusters Score -1406809 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1406870.750000 Penalty: 4624.716797
	Iteration 8Q: 3 clusters Score -1406871 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1406939.125000 Penalty: 4624.716797
	Iteration 9Q: 3 clusters Score -1406939 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1407025.750000 Penalty: 4624.716797
	Iteration 10Q: 3 clusters Score -1407026 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1407119.125000 Penalty: 4624.716797
	Iteration 11Q: 3 clusters Score -1407119 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1407237.250000 Penalty: 4624.716797
	Iteration 12Q: 3 clusters Score -1407237 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1407387.250000 Penalty: 4624.716797
	Iteration 13Q: 3 clusters Score -1407387 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1407563.875000 Penalty: 4624.716797
	Iteration 14Q: 3 clusters Score -1407564 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1407812.000000 Penalty: 4624.716797
	Iteration 15Q: 3 clusters Score -1407812 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1408125.125000 Penalty: 4624.716797
	Iteration 16Q: 3 clusters Score -1408125 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1408475.000000 Penalty: 4624.716797
	Iteration 17Q: 3 clusters Score -1408475 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1408805.125000 Penalty: 4624.716797
	Iteration 18Q: 3 clusters Score -1408805 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1409088.375000 Penalty: 4624.716797
	Iteration 19Q: 3 clusters Score -1409088 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1409302.875000 Penalty: 4624.716797
	Iteration 20F: 3 clusters Score -1409303 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1409460.750000 Penalty: 4624.716797
	Iteration 21Q: 3 clusters Score -1409461 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1409578.500000 Penalty: 4624.716797
	Iteration 22Q: 3 clusters Score -1409578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1409647.250000 Penalty: 4624.716797
	Iteration 23Q: 3 clusters Score -1409647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1409697.750000 Penalty: 4624.716797
	Iteration 24Q: 3 clusters Score -1409698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1409730.000000 Penalty: 4624.716797
	Iteration 25Q: 3 clusters Score -1409730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1409754.875000 Penalty: 4624.716797
	Iteration 26Q: 3 clusters Score -1409755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1409779.000000 Penalty: 4624.716797
	Iteration 27Q: 3 clusters Score -1409779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1409800.125000 Penalty: 4624.716797
	Iteration 28Q: 3 clusters Score -1409800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1409815.500000 Penalty: 4624.716797
	Iteration 29Q: 3 clusters Score -1409816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1409825.625000 Penalty: 4624.716797
	Iteration 30Q: 3 clusters Score -1409826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1409836.625000 Penalty: 4624.716797
	Iteration 31Q: 3 clusters Score -1409837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1409846.750000 Penalty: 4624.716797
	Iteration 32Q: 3 clusters Score -1409847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1409854.625000 Penalty: 4624.716797
	Iteration 33Q: 3 clusters Score -1409855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1409865.375000 Penalty: 4624.716797
	Iteration 34Q: 3 clusters Score -1409865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1409871.125000 Penalty: 4624.716797
	Iteration 35Q: 3 clusters Score -1409871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1409876.625000 Penalty: 4624.716797
	Iteration 36Q: 3 clusters Score -1409877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1409880.250000 Penalty: 4624.716797
	Iteration 37Q: 3 clusters Score -1409880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1409885.875000 Penalty: 4624.716797
	Iteration 38Q: 3 clusters Score -1409886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1409888.250000 Penalty: 4624.716797
	Iteration 39Q: 3 clusters Score -1409888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1409890.000000 Penalty: 4624.716797
	Iteration 40F: 3 clusters Score -1409890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Entering Unmasked Estep 
Score: -2513845.750000 Penalty: 2456.188965
	Iteration 0F: 2 clusters Score -2513846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2499704.500000 Penalty: 4912.377930
	Iteration 0F: 3 clusters Score -2499704 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2504372.250000 Penalty: 4912.377930
	Iteration 1F: 3 clusters Score -2504372 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2504690.000000 Penalty: 4912.377930
	Iteration 2Q: 3 clusters Score -2504690 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2504959.500000 Penalty: 4912.377930
	Iteration 3Q: 3 clusters Score -2504960 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2505187.500000 Penalty: 4912.377930
	Iteration 4Q: 3 clusters Score -2505188 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2505436.250000 Penalty: 4912.377930
	Iteration 5Q: 3 clusters Score -2505436 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2505776.500000 Penalty: 4912.377930
	Iteration 6Q: 3 clusters Score -2505776 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2506221.750000 Penalty: 4912.377930
	Iteration 7Q: 3 clusters Score -2506222 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2506903.250000 Penalty: 4912.377930
	Iteration 8F: 3 clusters Score -2506903 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2507832.750000 Penalty: 4912.377930
	Iteration 9F: 3 clusters Score -2507833 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2508925.500000 Penalty: 4912.377930
	Iteration 10F: 3 clusters Score -2508926 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2509908.250000 Penalty: 4912.377930
	Iteration 11F: 3 clusters Score -2509908 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2510672.000000 Penalty: 4912.377930
	Iteration 12Q: 3 clusters Score -2510672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2511144.250000 Penalty: 4912.377930
	Iteration 13Q: 3 clusters Score -2511144 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2511350.000000 Penalty: 4912.377930
	Iteration 14Q: 3 clusters Score -2511350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2511467.750000 Penalty: 4912.377930
	Iteration 15Q: 3 clusters Score -2511468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2511549.500000 Penalty: 4912.377930
	Iteration 16Q: 3 clusters Score -2511550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2511599.750000 Penalty: 4912.377930
	Iteration 17Q: 3 clusters Score -2511600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2511630.000000 Penalty: 4912.377930
	Iteration 18Q: 3 clusters Score -2511630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2511657.000000 Penalty: 4912.377930
	Iteration 19Q: 3 clusters Score -2511657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2511675.250000 Penalty: 4912.377930
	Iteration 20F: 3 clusters Score -2511675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2511683.750000 Penalty: 4912.377930
	Iteration 21Q: 3 clusters Score -2511684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2511692.750000 Penalty: 4912.377930
	Iteration 22Q: 3 clusters Score -2511693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2511704.000000 Penalty: 4912.377930
	Iteration 23Q: 3 clusters Score -2511704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2511709.000000 Penalty: 4912.377930
	Iteration 24Q: 3 clusters Score -2511709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2511716.000000 Penalty: 4912.377930
	Iteration 25Q: 3 clusters Score -2511716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2511714.000000 Penalty: 4912.377930
	Iteration 26Q: 3 clusters Score -2511714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2511714.000000 Penalty: 4912.377930
	Iteration 27F: 3 clusters Score -2511714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (61273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Entering Unmasked Estep 
Score: -6960251.500000 Penalty: 2733.727295
	Iteration 0F: 2 clusters Score -6960252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -6919022.500000 Penalty: 5467.454590
	Iteration 0F: 3 clusters Score -6919022 nChanged 28725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6935128.000000 Penalty: 5467.454590
	Iteration 1F: 3 clusters Score -6935128 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -6935897.500000 Penalty: 5467.454590
	Iteration 2Q: 3 clusters Score -6935898 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -6936741.500000 Penalty: 5467.454590
	Iteration 3Q: 3 clusters Score -6936742 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -6937744.000000 Penalty: 5467.454590
	Iteration 4Q: 3 clusters Score -6937744 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -6938958.500000 Penalty: 5467.454590
	Iteration 5Q: 3 clusters Score -6938958 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -6940634.500000 Penalty: 5467.454590
	Iteration 6Q: 3 clusters Score -6940634 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -6942761.500000 Penalty: 5467.454590
	Iteration 7F: 3 clusters Score -6942762 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -6945205.000000 Penalty: 5467.454590
	Iteration 8F: 3 clusters Score -6945205 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6947619.000000 Penalty: 5467.454590
	Iteration 9F: 3 clusters Score -6947619 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -6949849.500000 Penalty: 5467.454590
	Iteration 10F: 3 clusters Score -6949850 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6951813.500000 Penalty: 5467.454590
	Iteration 11Q: 3 clusters Score -6951814 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6953404.500000 Penalty: 5467.454590
	Iteration 12Q: 3 clusters Score -6953404 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -6954727.000000 Penalty: 5467.454590
	Iteration 13Q: 3 clusters Score -6954727 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -6955718.000000 Penalty: 5467.454590
	Iteration 14Q: 3 clusters Score -6955718 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -6956501.500000 Penalty: 5467.454590
	Iteration 15Q: 3 clusters Score -6956502 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -6957108.500000 Penalty: 5467.454590
	Iteration 16Q: 3 clusters Score -6957108 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -6957551.500000 Penalty: 5467.454590
	Iteration 17Q: 3 clusters Score -6957552 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -6957793.500000 Penalty: 5467.454590
	Iteration 18Q: 3 clusters Score -6957794 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -6957986.000000 Penalty: 5467.454590
	Iteration 19Q: 3 clusters Score -6957986 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -6958157.000000 Penalty: 5467.454590
	Iteration 20F: 3 clusters Score -6958157 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -6958241.500000 Penalty: 5467.454590
	Iteration 21Q: 3 clusters Score -6958242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -6958314.000000 Penalty: 5467.454590
	Iteration 22Q: 3 clusters Score -6958314 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -6958345.000000 Penalty: 5467.454590
	Iteration 23Q: 3 clusters Score -6958345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -6958390.500000 Penalty: 5467.454590
	Iteration 24Q: 3 clusters Score -6958390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -6958399.500000 Penalty: 5467.454590
	Iteration 25Q: 3 clusters Score -6958400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -6958423.000000 Penalty: 5467.454590
	Iteration 26Q: 3 clusters Score -6958423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -6958424.500000 Penalty: 5467.454590
	Iteration 27Q: 3 clusters Score -6958424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -6958440.500000 Penalty: 5467.454590
	Iteration 28Q: 3 clusters Score -6958440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -6958441.000000 Penalty: 5467.454590
	Iteration 29Q: 3 clusters Score -6958441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -6958447.500000 Penalty: 5467.454590
	Iteration 30Q: 3 clusters Score -6958448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -6958440.500000 Penalty: 5467.454590
	Iteration 31Q: 3 clusters Score -6958440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -6958445.000000 Penalty: 5467.454590
	Iteration 32Q: 3 clusters Score -6958445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -6958456.500000 Penalty: 5467.454590
	Iteration 33Q: 3 clusters Score -6958456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 59660 members 
Entering Unmasked Estep 
Score: -6958453.500000 Penalty: 5467.454590
	Iteration 34Q: 3 clusters Score -6958454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -6958457.000000 Penalty: 5467.454590
	Iteration 35Q: 3 clusters Score -6958457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -6958454.000000 Penalty: 5467.454590
	Iteration 36Q: 3 clusters Score -6958454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -6958460.500000 Penalty: 5467.454590
	Iteration 37Q: 3 clusters Score -6958460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -6958462.000000 Penalty: 5467.454590
	Iteration 38Q: 3 clusters Score -6958462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -6958463.000000 Penalty: 5467.454590
	Iteration 39Q: 3 clusters Score -6958463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -6958469.000000 Penalty: 5467.454590
	Iteration 40F: 3 clusters Score -6958469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -6958464.500000 Penalty: 5467.454590
	Iteration 41Q: 3 clusters Score -6958464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -6958461.500000 Penalty: 5467.454590
	Iteration 42Q: 3 clusters Score -6958462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -6958461.500000 Penalty: 5467.454590
	Iteration 43F: 3 clusters Score -6958462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (29629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Entering Unmasked Estep 
Score: -3181285.750000 Penalty: 2553.534180
	Iteration 0F: 2 clusters Score -3181286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3160892.250000 Penalty: 5107.068359
	Iteration 0F: 3 clusters Score -3160892 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3168343.500000 Penalty: 5107.068359
	Iteration 1F: 3 clusters Score -3168344 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3169128.250000 Penalty: 5107.068359
	Iteration 2F: 3 clusters Score -3169128 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3169978.750000 Penalty: 5107.068359
	Iteration 3F: 3 clusters Score -3169979 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3170973.500000 Penalty: 5107.068359
	Iteration 4F: 3 clusters Score -3170974 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -3172059.500000 Penalty: 5107.068359
	Iteration 5F: 3 clusters Score -3172060 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3173143.250000 Penalty: 5107.068359
	Iteration 6F: 3 clusters Score -3173143 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3174121.000000 Penalty: 5107.068359
	Iteration 7F: 3 clusters Score -3174121 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3175017.500000 Penalty: 5107.068359
	Iteration 8F: 3 clusters Score -3175018 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3175920.750000 Penalty: 5107.068359
	Iteration 9Q: 3 clusters Score -3175921 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3176728.750000 Penalty: 5107.068359
	Iteration 10Q: 3 clusters Score -3176729 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -3177398.500000 Penalty: 5107.068359
	Iteration 11Q: 3 clusters Score -3177398 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3177826.750000 Penalty: 5107.068359
	Iteration 12Q: 3 clusters Score -3177827 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3178124.000000 Penalty: 5107.068359
	Iteration 13Q: 3 clusters Score -3178124 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3178377.250000 Penalty: 5107.068359
	Iteration 14Q: 3 clusters Score -3178377 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3178581.500000 Penalty: 5107.068359
	Iteration 15Q: 3 clusters Score -3178582 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3178739.750000 Penalty: 5107.068359
	Iteration 16Q: 3 clusters Score -3178740 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3178886.000000 Penalty: 5107.068359
	Iteration 17Q: 3 clusters Score -3178886 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -3179025.500000 Penalty: 5107.068359
	Iteration 18Q: 3 clusters Score -3179026 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3179138.500000 Penalty: 5107.068359
	Iteration 19Q: 3 clusters Score -3179138 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3179271.000000 Penalty: 5107.068359
	Iteration 20F: 3 clusters Score -3179271 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3179386.000000 Penalty: 5107.068359
	Iteration 21Q: 3 clusters Score -3179386 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -3179482.750000 Penalty: 5107.068359
	Iteration 22Q: 3 clusters Score -3179483 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3179581.000000 Penalty: 5107.068359
	Iteration 23Q: 3 clusters Score -3179581 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3179662.000000 Penalty: 5107.068359
	Iteration 24Q: 3 clusters Score -3179662 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3179714.000000 Penalty: 5107.068359
	Iteration 25Q: 3 clusters Score -3179714 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3179783.250000 Penalty: 5107.068359
	Iteration 26Q: 3 clusters Score -3179783 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3179831.750000 Penalty: 5107.068359
	Iteration 27Q: 3 clusters Score -3179832 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3179894.250000 Penalty: 5107.068359
	Iteration 28Q: 3 clusters Score -3179894 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3179940.000000 Penalty: 5107.068359
	Iteration 29Q: 3 clusters Score -3179940 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3179982.250000 Penalty: 5107.068359
	Iteration 30Q: 3 clusters Score -3179982 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3180023.500000 Penalty: 5107.068359
	Iteration 31Q: 3 clusters Score -3180024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -3180045.500000 Penalty: 5107.068359
	Iteration 32Q: 3 clusters Score -3180046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3180080.000000 Penalty: 5107.068359
	Iteration 33Q: 3 clusters Score -3180080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -3180090.250000 Penalty: 5107.068359
	Iteration 34Q: 3 clusters Score -3180090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3180106.500000 Penalty: 5107.068359
	Iteration 35Q: 3 clusters Score -3180106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3180123.750000 Penalty: 5107.068359
	Iteration 36Q: 3 clusters Score -3180124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3180140.750000 Penalty: 5107.068359
	Iteration 37Q: 3 clusters Score -3180141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3180139.500000 Penalty: 5107.068359
	Iteration 38Q: 3 clusters Score -3180140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3180156.500000 Penalty: 5107.068359
	Iteration 39Q: 3 clusters Score -3180156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3180164.250000 Penalty: 5107.068359
	Iteration 40F: 3 clusters Score -3180164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3180178.000000 Penalty: 5107.068359
	Iteration 41Q: 3 clusters Score -3180178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3180187.750000 Penalty: 5107.068359
	Iteration 42Q: 3 clusters Score -3180188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3180202.500000 Penalty: 5107.068359
	Iteration 43Q: 3 clusters Score -3180202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3180207.250000 Penalty: 5107.068359
	Iteration 44Q: 3 clusters Score -3180207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3180221.750000 Penalty: 5107.068359
	Iteration 45Q: 3 clusters Score -3180222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3180230.500000 Penalty: 5107.068359
	Iteration 46Q: 3 clusters Score -3180230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3180239.000000 Penalty: 5107.068359
	Iteration 47Q: 3 clusters Score -3180239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3180244.500000 Penalty: 5107.068359
	Iteration 48Q: 3 clusters Score -3180244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3180242.000000 Penalty: 5107.068359
	Iteration 49Q: 3 clusters Score -3180242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3180244.500000 Penalty: 5107.068359
	Iteration 50Q: 3 clusters Score -3180244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3180245.750000 Penalty: 5107.068359
	Iteration 51Q: 3 clusters Score -3180246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -3180242.500000 Penalty: 5107.068359
	Iteration 52Q: 3 clusters Score -3180242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3180238.750000 Penalty: 5107.068359
	Iteration 53Q: 3 clusters Score -3180239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3180241.250000 Penalty: 5107.068359
	Iteration 54Q: 3 clusters Score -3180241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -3180246.250000 Penalty: 5107.068359
	Iteration 55Q: 3 clusters Score -3180246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3180245.000000 Penalty: 5107.068359
	Iteration 56Q: 3 clusters Score -3180245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3180243.500000 Penalty: 5107.068359
	Iteration 57Q: 3 clusters Score -3180244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3180245.750000 Penalty: 5107.068359
	Iteration 58Q: 3 clusters Score -3180246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3180249.750000 Penalty: 5107.068359
	Iteration 59Q: 3 clusters Score -3180250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3180253.250000 Penalty: 5107.068359
	Iteration 60F: 3 clusters Score -3180253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3180256.750000 Penalty: 5107.068359
	Iteration 61Q: 3 clusters Score -3180257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3180255.250000 Penalty: 5107.068359
	Iteration 62Q: 3 clusters Score -3180255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3180266.500000 Penalty: 5107.068359
	Iteration 63Q: 3 clusters Score -3180266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3180268.500000 Penalty: 5107.068359
	Iteration 64Q: 3 clusters Score -3180268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3180268.250000 Penalty: 5107.068359
	Iteration 65Q: 3 clusters Score -3180268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3180265.750000 Penalty: 5107.068359
	Iteration 66Q: 3 clusters Score -3180266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3180257.250000 Penalty: 5107.068359
	Iteration 67Q: 3 clusters Score -3180257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3180260.000000 Penalty: 5107.068359
	Iteration 68Q: 3 clusters Score -3180260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -3180258.750000 Penalty: 5107.068359
	Iteration 69Q: 3 clusters Score -3180259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -3180264.750000 Penalty: 5107.068359
	Iteration 70Q: 3 clusters Score -3180265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3180261.000000 Penalty: 5107.068359
	Iteration 71Q: 3 clusters Score -3180261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3180267.000000 Penalty: 5107.068359
	Iteration 72Q: 3 clusters Score -3180267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3180268.000000 Penalty: 5107.068359
	Iteration 73Q: 3 clusters Score -3180268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3180272.250000 Penalty: 5107.068359
	Iteration 74Q: 3 clusters Score -3180272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3180275.500000 Penalty: 5107.068359
	Iteration 75Q: 3 clusters Score -3180276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3180274.000000 Penalty: 5107.068359
	Iteration 76Q: 3 clusters Score -3180274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3180272.000000 Penalty: 5107.068359
	Iteration 77Q: 3 clusters Score -3180272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3180274.500000 Penalty: 5107.068359
	Iteration 78Q: 3 clusters Score -3180274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3180274.000000 Penalty: 5107.068359
	Iteration 79Q: 3 clusters Score -3180274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -3180272.500000 Penalty: 5107.068359
	Iteration 80F: 3 clusters Score -3180272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -701885.812500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -701885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -696339.187500 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -696339.2 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -698199.312500 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -698199.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -698720.812500 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -698720.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -699036.562500 Penalty: 4371.981445
	Iteration 3F: 3 clusters Score -699036.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -699271.250000 Penalty: 4371.981445
	Iteration 4F: 3 clusters Score -699271.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -699446.125000 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -699446.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -699582.500000 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -699582.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -699683.312500 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -699683.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -699751.437500 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -699751.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -699822.250000 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -699822.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -699875.250000 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -699875.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -699920.250000 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -699920.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -699966.875000 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -699966.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -699995.437500 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -699995.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -700022.625000 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -700022.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -700047.937500 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -700047.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -700071.437500 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -700071.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -700100.062500 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -700100.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -700127.625000 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -700127.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -700155.250000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -700155.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -700180.562500 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -700180.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -700205.125000 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -700205.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -700228.500000 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -700228.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -700247.625000 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -700247.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -700271.937500 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -700271.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -700290.062500 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -700290.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -700303.187500 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -700303.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -700314.750000 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -700314.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -700325.187500 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -700325.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -700335.812500 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -700335.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -700345.062500 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -700345.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -700355.000000 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -700355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -700367.375000 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -700367.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -700379.625000 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -700379.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -700393.500000 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -700393.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -700404.437500 Penalty: 4371.981445
	Iteration 35Q: 3 clusters Score -700404.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -700417.562500 Penalty: 4371.981445
	Iteration 36Q: 3 clusters Score -700417.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -700428.875000 Penalty: 4371.981445
	Iteration 37Q: 3 clusters Score -700428.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -700436.812500 Penalty: 4371.981445
	Iteration 38Q: 3 clusters Score -700436.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -700445.562500 Penalty: 4371.981445
	Iteration 39Q: 3 clusters Score -700445.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -700454.187500 Penalty: 4371.981445
	Iteration 40F: 3 clusters Score -700454.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -700460.375000 Penalty: 4371.981445
	Iteration 41Q: 3 clusters Score -700460.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -700467.625000 Penalty: 4371.981445
	Iteration 42Q: 3 clusters Score -700467.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -700474.750000 Penalty: 4371.981445
	Iteration 43Q: 3 clusters Score -700474.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -700478.000000 Penalty: 4371.981445
	Iteration 44Q: 3 clusters Score -700478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -700483.250000 Penalty: 4371.981445
	Iteration 45Q: 3 clusters Score -700483.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -700489.125000 Penalty: 4371.981445
	Iteration 46Q: 3 clusters Score -700489.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -700496.875000 Penalty: 4371.981445
	Iteration 47Q: 3 clusters Score -700496.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -700506.437500 Penalty: 4371.981445
	Iteration 48Q: 3 clusters Score -700506.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -700513.312500 Penalty: 4371.981445
	Iteration 49Q: 3 clusters Score -700513.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -700524.812500 Penalty: 4371.981445
	Iteration 50Q: 3 clusters Score -700524.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -700539.187500 Penalty: 4371.981445
	Iteration 51Q: 3 clusters Score -700539.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -700547.312500 Penalty: 4371.981445
	Iteration 52Q: 3 clusters Score -700547.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -700553.750000 Penalty: 4371.981445
	Iteration 53Q: 3 clusters Score -700553.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -700564.062500 Penalty: 4371.981445
	Iteration 54Q: 3 clusters Score -700564.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -700571.750000 Penalty: 4371.981445
	Iteration 55Q: 3 clusters Score -700571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -700580.312500 Penalty: 4371.981445
	Iteration 56Q: 3 clusters Score -700580.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -700587.625000 Penalty: 4371.981445
	Iteration 57Q: 3 clusters Score -700587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -700595.562500 Penalty: 4371.981445
	Iteration 58Q: 3 clusters Score -700595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -700602.750000 Penalty: 4371.981445
	Iteration 59Q: 3 clusters Score -700602.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -700608.000000 Penalty: 4371.981445
	Iteration 60F: 3 clusters Score -700608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -700610.625000 Penalty: 4371.981445
	Iteration 61Q: 3 clusters Score -700610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -700614.625000 Penalty: 4371.981445
	Iteration 62Q: 3 clusters Score -700614.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -700616.625000 Penalty: 4371.981445
	Iteration 63Q: 3 clusters Score -700616.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -700619.812500 Penalty: 4371.981445
	Iteration 64Q: 3 clusters Score -700619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -700626.750000 Penalty: 4371.981445
	Iteration 65Q: 3 clusters Score -700626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -700631.937500 Penalty: 4371.981445
	Iteration 66Q: 3 clusters Score -700631.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -700633.375000 Penalty: 4371.981445
	Iteration 67Q: 3 clusters Score -700633.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -700635.562500 Penalty: 4371.981445
	Iteration 68Q: 3 clusters Score -700635.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -700641.625000 Penalty: 4371.981445
	Iteration 69Q: 3 clusters Score -700641.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -700644.812500 Penalty: 4371.981445
	Iteration 70Q: 3 clusters Score -700644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -700644.812500 Penalty: 4371.981445
	Iteration 71Q: 3 clusters Score -700644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -700646.437500 Penalty: 4371.981445
	Iteration 72Q: 3 clusters Score -700646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -700647.812500 Penalty: 4371.981445
	Iteration 73Q: 3 clusters Score -700647.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -700650.062500 Penalty: 4371.981445
	Iteration 74Q: 3 clusters Score -700650.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -700652.000000 Penalty: 4371.981445
	Iteration 75Q: 3 clusters Score -700652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -700652.250000 Penalty: 4371.981445
	Iteration 76Q: 3 clusters Score -700652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -700654.062500 Penalty: 4371.981445
	Iteration 77Q: 3 clusters Score -700654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -700655.125000 Penalty: 4371.981445
	Iteration 78Q: 3 clusters Score -700655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -700656.312500 Penalty: 4371.981445
	Iteration 79Q: 3 clusters Score -700656.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -700656.312500 Penalty: 4371.981445
	Iteration 80F: 3 clusters Score -700656.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Entering Unmasked Estep 
Score: -4008594.750000 Penalty: 2614.218018
	Iteration 0F: 2 clusters Score -4008595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3982805.000000 Penalty: 5228.436035
	Iteration 0F: 3 clusters Score -3982805 nChanged 17351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3993061.500000 Penalty: 5228.436035
	Iteration 1F: 3 clusters Score -3993062 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3994380.750000 Penalty: 5228.436035
	Iteration 2F: 3 clusters Score -3994381 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3996144.250000 Penalty: 5228.436035
	Iteration 3F: 3 clusters Score -3996144 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3998222.000000 Penalty: 5228.436035
	Iteration 4F: 3 clusters Score -3998222 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4000249.250000 Penalty: 5228.436035
	Iteration 5F: 3 clusters Score -4000249 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4001931.250000 Penalty: 5228.436035
	Iteration 6F: 3 clusters Score -4001931 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4003120.000000 Penalty: 5228.436035
	Iteration 7F: 3 clusters Score -4003120 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4004036.500000 Penalty: 5228.436035
	Iteration 8Q: 3 clusters Score -4004036 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -4004811.000000 Penalty: 5228.436035
	Iteration 9Q: 3 clusters Score -4004811 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -4005621.000000 Penalty: 5228.436035
	Iteration 10Q: 3 clusters Score -4005621 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4006429.250000 Penalty: 5228.436035
	Iteration 11Q: 3 clusters Score -4006429 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4007131.750000 Penalty: 5228.436035
	Iteration 12Q: 3 clusters Score -4007132 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4007765.500000 Penalty: 5228.436035
	Iteration 13Q: 3 clusters Score -4007766 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4008197.750000 Penalty: 5228.436035
	Iteration 14Q: 3 clusters Score -4008198 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4008511.000000 Penalty: 5228.436035
	Iteration 15Q: 3 clusters Score -4008511 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4008751.500000 Penalty: 5228.436035
	Iteration 16Q: 3 clusters Score -4008752 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4008934.250000 Penalty: 5228.436035
	Iteration 17Q: 3 clusters Score -4008934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4009037.750000 Penalty: 5228.436035
	Iteration 18Q: 3 clusters Score -4009038 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4009093.500000 Penalty: 5228.436035
	Iteration 19Q: 3 clusters Score -4009094 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4009145.500000 Penalty: 5228.436035
	Iteration 20F: 3 clusters Score -4009146 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4009176.250000 Penalty: 5228.436035
	Iteration 21Q: 3 clusters Score -4009176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4009235.750000 Penalty: 5228.436035
	Iteration 22Q: 3 clusters Score -4009236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4009266.250000 Penalty: 5228.436035
	Iteration 23Q: 3 clusters Score -4009266 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4009285.750000 Penalty: 5228.436035
	Iteration 24Q: 3 clusters Score -4009286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4009309.000000 Penalty: 5228.436035
	Iteration 25Q: 3 clusters Score -4009309 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4009331.750000 Penalty: 5228.436035
	Iteration 26Q: 3 clusters Score -4009332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4009337.750000 Penalty: 5228.436035
	Iteration 27Q: 3 clusters Score -4009338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4009356.000000 Penalty: 5228.436035
	Iteration 28Q: 3 clusters Score -4009356 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4009366.500000 Penalty: 5228.436035
	Iteration 29Q: 3 clusters Score -4009366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4009370.500000 Penalty: 5228.436035
	Iteration 30Q: 3 clusters Score -4009370 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4009375.250000 Penalty: 5228.436035
	Iteration 31Q: 3 clusters Score -4009375 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4009372.500000 Penalty: 5228.436035
	Iteration 32Q: 3 clusters Score -4009372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4009378.000000 Penalty: 5228.436035
	Iteration 33Q: 3 clusters Score -4009378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4009381.000000 Penalty: 5228.436035
	Iteration 34Q: 3 clusters Score -4009381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -4009390.750000 Penalty: 5228.436035
	Iteration 35Q: 3 clusters Score -4009391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4009387.500000 Penalty: 5228.436035
	Iteration 36Q: 3 clusters Score -4009388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -4009403.250000 Penalty: 5228.436035
	Iteration 37Q: 3 clusters Score -4009403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4009400.750000 Penalty: 5228.436035
	Iteration 38Q: 3 clusters Score -4009401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4009401.000000 Penalty: 5228.436035
	Iteration 39Q: 3 clusters Score -4009401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4009404.500000 Penalty: 5228.436035
	Iteration 40F: 3 clusters Score -4009404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -4009406.750000 Penalty: 5228.436035
	Iteration 41Q: 3 clusters Score -4009407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4009406.500000 Penalty: 5228.436035
	Iteration 42Q: 3 clusters Score -4009406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4009401.750000 Penalty: 5228.436035
	Iteration 43Q: 3 clusters Score -4009402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -4009401.500000 Penalty: 5228.436035
	Iteration 44Q: 3 clusters Score -4009402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -4009408.750000 Penalty: 5228.436035
	Iteration 45Q: 3 clusters Score -4009409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4009411.500000 Penalty: 5228.436035
	Iteration 46Q: 3 clusters Score -4009412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -4009409.750000 Penalty: 5228.436035
	Iteration 47Q: 3 clusters Score -4009410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4009411.000000 Penalty: 5228.436035
	Iteration 48Q: 3 clusters Score -4009411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -4009411.750000 Penalty: 5228.436035
	Iteration 49Q: 3 clusters Score -4009412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -4009408.500000 Penalty: 5228.436035
	Iteration 50Q: 3 clusters Score -4009408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4009408.750000 Penalty: 5228.436035
	Iteration 51Q: 3 clusters Score -4009409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4009416.500000 Penalty: 5228.436035
	Iteration 52Q: 3 clusters Score -4009416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -4009411.250000 Penalty: 5228.436035
	Iteration 53Q: 3 clusters Score -4009411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -4009414.250000 Penalty: 5228.436035
	Iteration 54Q: 3 clusters Score -4009414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -4009412.500000 Penalty: 5228.436035
	Iteration 55Q: 3 clusters Score -4009412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4009414.250000 Penalty: 5228.436035
	Iteration 56Q: 3 clusters Score -4009414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -4009420.250000 Penalty: 5228.436035
	Iteration 57Q: 3 clusters Score -4009420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4009424.750000 Penalty: 5228.436035
	Iteration 58Q: 3 clusters Score -4009425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -4009426.750000 Penalty: 5228.436035
	Iteration 59Q: 3 clusters Score -4009427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4009421.750000 Penalty: 5228.436035
	Iteration 60F: 3 clusters Score -4009422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -4009418.250000 Penalty: 5228.436035
	Iteration 61Q: 3 clusters Score -4009418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -4009422.750000 Penalty: 5228.436035
	Iteration 62Q: 3 clusters Score -4009423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4009426.500000 Penalty: 5228.436035
	Iteration 63Q: 3 clusters Score -4009426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4009428.000000 Penalty: 5228.436035
	Iteration 64Q: 3 clusters Score -4009428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4009426.250000 Penalty: 5228.436035
	Iteration 65Q: 3 clusters Score -4009426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4009428.500000 Penalty: 5228.436035
	Iteration 66Q: 3 clusters Score -4009428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4009436.750000 Penalty: 5228.436035
	Iteration 67Q: 3 clusters Score -4009437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4009441.250000 Penalty: 5228.436035
	Iteration 68Q: 3 clusters Score -4009441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4009444.500000 Penalty: 5228.436035
	Iteration 69Q: 3 clusters Score -4009444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4009440.250000 Penalty: 5228.436035
	Iteration 70Q: 3 clusters Score -4009440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4009441.750000 Penalty: 5228.436035
	Iteration 71Q: 3 clusters Score -4009442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4009437.500000 Penalty: 5228.436035
	Iteration 72Q: 3 clusters Score -4009438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4009444.750000 Penalty: 5228.436035
	Iteration 73Q: 3 clusters Score -4009445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4009439.250000 Penalty: 5228.436035
	Iteration 74Q: 3 clusters Score -4009439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4009446.750000 Penalty: 5228.436035
	Iteration 75Q: 3 clusters Score -4009447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4009446.000000 Penalty: 5228.436035
	Iteration 76Q: 3 clusters Score -4009446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4009439.500000 Penalty: 5228.436035
	Iteration 77Q: 3 clusters Score -4009440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -4009441.750000 Penalty: 5228.436035
	Iteration 78Q: 3 clusters Score -4009442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4009439.250000 Penalty: 5228.436035
	Iteration 79Q: 3 clusters Score -4009439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4009450.000000 Penalty: 5228.436035
	Iteration 80F: 3 clusters Score -4009450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4009453.000000 Penalty: 5228.436035
	Iteration 81Q: 3 clusters Score -4009453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4009465.250000 Penalty: 5228.436035
	Iteration 82Q: 3 clusters Score -4009465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4009467.500000 Penalty: 5228.436035
	Iteration 83Q: 3 clusters Score -4009468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4009460.250000 Penalty: 5228.436035
	Iteration 84Q: 3 clusters Score -4009460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4009460.250000 Penalty: 5228.436035
	Iteration 85Q: 3 clusters Score -4009460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -4009463.000000 Penalty: 5228.436035
	Iteration 86Q: 3 clusters Score -4009463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4009466.500000 Penalty: 5228.436035
	Iteration 87Q: 3 clusters Score -4009466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4009462.250000 Penalty: 5228.436035
	Iteration 88Q: 3 clusters Score -4009462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -4009469.500000 Penalty: 5228.436035
	Iteration 89Q: 3 clusters Score -4009470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -4009464.500000 Penalty: 5228.436035
	Iteration 90Q: 3 clusters Score -4009464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4009465.500000 Penalty: 5228.436035
	Iteration 91Q: 3 clusters Score -4009466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4009467.000000 Penalty: 5228.436035
	Iteration 92Q: 3 clusters Score -4009467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4009469.000000 Penalty: 5228.436035
	Iteration 93Q: 3 clusters Score -4009469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -4009466.750000 Penalty: 5228.436035
	Iteration 94Q: 3 clusters Score -4009467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -4009461.750000 Penalty: 5228.436035
	Iteration 95Q: 3 clusters Score -4009462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4009465.500000 Penalty: 5228.436035
	Iteration 96Q: 3 clusters Score -4009466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4009465.500000 Penalty: 5228.436035
	Iteration 97F: 3 clusters Score -4009466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 12308 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 126952 members 
Mstep: Class 8 contains 59432 members 
Mstep: Class 9 contains 59337 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 12011 members 
Mstep: Class 13 contains 29387 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 253635 members 
Mstep: Class 17 contains 276836 members 
Mstep: Class 18 contains 188004 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41187 members 
Mstep: Class 22 contains 11683 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 13636 members 
Mstep: Class 25 contains 81876 members 
Mstep: Class 26 contains 10972 members 
Mstep: Class 27 contains 35561 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 106302 members 
Mstep: Class 30 contains 23034 members 
Mstep: Class 31 contains 11204 members 
Mstep: Class 32 contains 20010 members 
Mstep: Class 33 contains 61273 members 
Mstep: Class 34 contains 29629 members 
Mstep: Class 35 contains 6731 members 
Mstep: Class 36 contains 4793 members 
Mstep: Class 37 contains 178417 members 
Mstep: Class 38 contains 41066 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6249 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134574 members 
Mstep: Class 44 contains 16323 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 33050 members 
Entering Unmasked Estep 
Score: -225955200.000000 Penalty: 165589.750000
Splitting cluster 36 changes total score from -225955456.000000 to -225955200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (178417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178417 members 
Entering Unmasked Estep 
Score: -20636738.000000 Penalty: 2998.785889
	Iteration 0F: 2 clusters Score -2.063674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -20518286.000000 Penalty: 5997.571777
	Iteration 0F: 3 clusters Score -2.051829e+07 nChanged 85353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -20568086.000000 Penalty: 5997.571777
	Iteration 1F: 3 clusters Score -2.056809e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -20569428.000000 Penalty: 5997.571777
	Iteration 2Q: 3 clusters Score -2.056943e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -20571090.000000 Penalty: 5997.571777
	Iteration 3Q: 3 clusters Score -2.057109e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -20573224.000000 Penalty: 5997.571777
	Iteration 4Q: 3 clusters Score -2.057322e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -20576232.000000 Penalty: 5997.571777
	Iteration 5Q: 3 clusters Score -2.057623e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114393 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -20580972.000000 Penalty: 5997.571777
	Iteration 6Q: 3 clusters Score -2.058097e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125507 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -20588574.000000 Penalty: 5997.571777
	Iteration 7F: 3 clusters Score -2.058857e+07 nChanged 13813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139248 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -20599590.000000 Penalty: 5997.571777
	Iteration 8F: 3 clusters Score -2.059959e+07 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -20612458.000000 Penalty: 5997.571777
	Iteration 9F: 3 clusters Score -2.061246e+07 nChanged 12080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -20623518.000000 Penalty: 5997.571777
	Iteration 10F: 3 clusters Score -2.062352e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173087 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -20629898.000000 Penalty: 5997.571777
	Iteration 11Q: 3 clusters Score -2.06299e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176326 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -20632512.000000 Penalty: 5997.571777
	Iteration 12Q: 3 clusters Score -2.063251e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177535 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20633476.000000 Penalty: 5997.571777
	Iteration 13Q: 3 clusters Score -2.063348e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177915 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -20633852.000000 Penalty: 5997.571777
	Iteration 14Q: 3 clusters Score -2.063385e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178034 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20633970.000000 Penalty: 5997.571777
	Iteration 15Q: 3 clusters Score -2.063397e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178093 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20634072.000000 Penalty: 5997.571777
	Iteration 16Q: 3 clusters Score -2.063407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178117 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20634116.000000 Penalty: 5997.571777
	Iteration 17Q: 3 clusters Score -2.063412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178129 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -20634146.000000 Penalty: 5997.571777
	Iteration 18Q: 3 clusters Score -2.063415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178143 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20634174.000000 Penalty: 5997.571777
	Iteration 19Q: 3 clusters Score -2.063417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178146 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -20634178.000000 Penalty: 5997.571777
	Iteration 20F: 3 clusters Score -2.063418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178150 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20634190.000000 Penalty: 5997.571777
	Iteration 21Q: 3 clusters Score -2.063419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178156 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20634204.000000 Penalty: 5997.571777
	Iteration 22Q: 3 clusters Score -2.06342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20634208.000000 Penalty: 5997.571777
	Iteration 23Q: 3 clusters Score -2.063421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20634210.000000 Penalty: 5997.571777
	Iteration 24Q: 3 clusters Score -2.063421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20634218.000000 Penalty: 5997.571777
	Iteration 25Q: 3 clusters Score -2.063422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178158 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -20634218.000000 Penalty: 5997.571777
	Iteration 26F: 3 clusters Score -2.063422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (41066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Entering Unmasked Estep 
Score: -4788293.500000 Penalty: 2634.488281
	Iteration 0F: 2 clusters Score -4788294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -4760427.500000 Penalty: 5268.976562
	Iteration 0F: 3 clusters Score -4760428 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4771366.000000 Penalty: 5268.976562
	Iteration 1F: 3 clusters Score -4771366 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4772401.500000 Penalty: 5268.976562
	Iteration 2F: 3 clusters Score -4772402 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4773791.000000 Penalty: 5268.976562
	Iteration 3F: 3 clusters Score -4773791 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4775639.000000 Penalty: 5268.976562
	Iteration 4F: 3 clusters Score -4775639 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4777788.500000 Penalty: 5268.976562
	Iteration 5F: 3 clusters Score -4777788 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4780106.500000 Penalty: 5268.976562
	Iteration 6F: 3 clusters Score -4780106 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4782237.000000 Penalty: 5268.976562
	Iteration 7F: 3 clusters Score -4782237 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -4783987.000000 Penalty: 5268.976562
	Iteration 8F: 3 clusters Score -4783987 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -4785220.000000 Penalty: 5268.976562
	Iteration 9Q: 3 clusters Score -4785220 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4785908.000000 Penalty: 5268.976562
	Iteration 10Q: 3 clusters Score -4785908 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4786183.500000 Penalty: 5268.976562
	Iteration 11Q: 3 clusters Score -4786184 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -4786341.500000 Penalty: 5268.976562
	Iteration 12Q: 3 clusters Score -4786342 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4786464.000000 Penalty: 5268.976562
	Iteration 13Q: 3 clusters Score -4786464 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4786542.500000 Penalty: 5268.976562
	Iteration 14Q: 3 clusters Score -4786542 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4786589.500000 Penalty: 5268.976562
	Iteration 15Q: 3 clusters Score -4786590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4786616.000000 Penalty: 5268.976562
	Iteration 16Q: 3 clusters Score -4786616 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4786651.500000 Penalty: 5268.976562
	Iteration 17Q: 3 clusters Score -4786652 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4786682.500000 Penalty: 5268.976562
	Iteration 18Q: 3 clusters Score -4786682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4786700.500000 Penalty: 5268.976562
	Iteration 19Q: 3 clusters Score -4786700 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -4786713.500000 Penalty: 5268.976562
	Iteration 20F: 3 clusters Score -4786714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -4786721.500000 Penalty: 5268.976562
	Iteration 21Q: 3 clusters Score -4786722 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -4786729.500000 Penalty: 5268.976562
	Iteration 22Q: 3 clusters Score -4786730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -4786732.000000 Penalty: 5268.976562
	Iteration 23Q: 3 clusters Score -4786732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4786732.500000 Penalty: 5268.976562
	Iteration 24Q: 3 clusters Score -4786732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -4786732.000000 Penalty: 5268.976562
	Iteration 25Q: 3 clusters Score -4786732 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4786753.500000 Penalty: 5268.976562
	Iteration 26Q: 3 clusters Score -4786754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4786772.500000 Penalty: 5268.976562
	Iteration 27Q: 3 clusters Score -4786772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4786771.000000 Penalty: 5268.976562
	Iteration 28Q: 3 clusters Score -4786771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -4786783.500000 Penalty: 5268.976562
	Iteration 29Q: 3 clusters Score -4786784 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -4786780.500000 Penalty: 5268.976562
	Iteration 30Q: 3 clusters Score -4786780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4786788.500000 Penalty: 5268.976562
	Iteration 31Q: 3 clusters Score -4786788 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -4786800.000000 Penalty: 5268.976562
	Iteration 32Q: 3 clusters Score -4786800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4786798.000000 Penalty: 5268.976562
	Iteration 33Q: 3 clusters Score -4786798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4786803.500000 Penalty: 5268.976562
	Iteration 34Q: 3 clusters Score -4786804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -4786806.000000 Penalty: 5268.976562
	Iteration 35Q: 3 clusters Score -4786806 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -4786807.000000 Penalty: 5268.976562
	Iteration 36Q: 3 clusters Score -4786807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -4786806.000000 Penalty: 5268.976562
	Iteration 37Q: 3 clusters Score -4786806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4786822.500000 Penalty: 5268.976562
	Iteration 38Q: 3 clusters Score -4786822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -4786834.000000 Penalty: 5268.976562
	Iteration 39Q: 3 clusters Score -4786834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4786829.000000 Penalty: 5268.976562
	Iteration 40F: 3 clusters Score -4786829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -4786833.500000 Penalty: 5268.976562
	Iteration 41Q: 3 clusters Score -4786834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -4786840.000000 Penalty: 5268.976562
	Iteration 42Q: 3 clusters Score -4786840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -4786844.000000 Penalty: 5268.976562
	Iteration 43Q: 3 clusters Score -4786844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -4786838.500000 Penalty: 5268.976562
	Iteration 44Q: 3 clusters Score -4786838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -4786849.000000 Penalty: 5268.976562
	Iteration 45Q: 3 clusters Score -4786849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -4786844.000000 Penalty: 5268.976562
	Iteration 46Q: 3 clusters Score -4786844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4786853.000000 Penalty: 5268.976562
	Iteration 47Q: 3 clusters Score -4786853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4786848.000000 Penalty: 5268.976562
	Iteration 48Q: 3 clusters Score -4786848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -4786844.500000 Penalty: 5268.976562
	Iteration 49Q: 3 clusters Score -4786844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4786851.000000 Penalty: 5268.976562
	Iteration 50Q: 3 clusters Score -4786851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4786846.500000 Penalty: 5268.976562
	Iteration 51Q: 3 clusters Score -4786846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4786856.500000 Penalty: 5268.976562
	Iteration 52Q: 3 clusters Score -4786856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -4786861.000000 Penalty: 5268.976562
	Iteration 53Q: 3 clusters Score -4786861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4786859.500000 Penalty: 5268.976562
	Iteration 54Q: 3 clusters Score -4786860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4786864.000000 Penalty: 5268.976562
	Iteration 55Q: 3 clusters Score -4786864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4786855.000000 Penalty: 5268.976562
	Iteration 56Q: 3 clusters Score -4786855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4786864.500000 Penalty: 5268.976562
	Iteration 57Q: 3 clusters Score -4786864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -4786862.500000 Penalty: 5268.976562
	Iteration 58Q: 3 clusters Score -4786862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4786863.500000 Penalty: 5268.976562
	Iteration 59Q: 3 clusters Score -4786864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -4786861.000000 Penalty: 5268.976562
	Iteration 60F: 3 clusters Score -4786861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -4786854.500000 Penalty: 5268.976562
	Iteration 61Q: 3 clusters Score -4786854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -4786865.500000 Penalty: 5268.976562
	Iteration 62Q: 3 clusters Score -4786866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4786861.000000 Penalty: 5268.976562
	Iteration 63Q: 3 clusters Score -4786861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4786877.000000 Penalty: 5268.976562
	Iteration 64Q: 3 clusters Score -4786877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4786882.000000 Penalty: 5268.976562
	Iteration 65Q: 3 clusters Score -4786882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4786882.500000 Penalty: 5268.976562
	Iteration 66Q: 3 clusters Score -4786882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4786875.000000 Penalty: 5268.976562
	Iteration 67Q: 3 clusters Score -4786875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4786875.500000 Penalty: 5268.976562
	Iteration 68Q: 3 clusters Score -4786876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4786874.000000 Penalty: 5268.976562
	Iteration 69Q: 3 clusters Score -4786874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4786873.500000 Penalty: 5268.976562
	Iteration 70Q: 3 clusters Score -4786874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -4786872.500000 Penalty: 5268.976562
	Iteration 71Q: 3 clusters Score -4786872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -4786875.000000 Penalty: 5268.976562
	Iteration 72Q: 3 clusters Score -4786875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -4786875.500000 Penalty: 5268.976562
	Iteration 73Q: 3 clusters Score -4786876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4786877.000000 Penalty: 5268.976562
	Iteration 74Q: 3 clusters Score -4786877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -4786872.500000 Penalty: 5268.976562
	Iteration 75Q: 3 clusters Score -4786872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4786882.500000 Penalty: 5268.976562
	Iteration 76Q: 3 clusters Score -4786882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4786884.500000 Penalty: 5268.976562
	Iteration 77Q: 3 clusters Score -4786884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4786884.500000 Penalty: 5268.976562
	Iteration 78F: 3 clusters Score -4786884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -45062.316406 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -45062.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43649.332031 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -43649.33 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43789.371094 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -43789.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43821.171875 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -43821.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43839.367188 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -43839.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43845.160156 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -43845.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43852.246094 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -43852.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43857.003906 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -43857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43862.363281 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -43862.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43863.511719 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -43863.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43863.511719 Penalty: 3014.510742
	Iteration 9F: 3 clusters Score -43863.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Entering Unmasked Estep 
Score: -639565.062500 Penalty: 2167.563965
	Iteration 0F: 2 clusters Score -639565.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -634273.750000 Penalty: 4335.127930
	Iteration 0F: 3 clusters Score -634273.8 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -635759.062500 Penalty: 4335.127930
	Iteration 1F: 3 clusters Score -635759.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -636064.500000 Penalty: 4335.127930
	Iteration 2F: 3 clusters Score -636064.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -636285.937500 Penalty: 4335.127930
	Iteration 3F: 3 clusters Score -636285.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -636447.687500 Penalty: 4335.127930
	Iteration 4Q: 3 clusters Score -636447.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -636577.812500 Penalty: 4335.127930
	Iteration 5Q: 3 clusters Score -636577.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -636673.125000 Penalty: 4335.127930
	Iteration 6Q: 3 clusters Score -636673.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -636761.437500 Penalty: 4335.127930
	Iteration 7Q: 3 clusters Score -636761.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -636839.000000 Penalty: 4335.127930
	Iteration 8Q: 3 clusters Score -636839 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -636902.875000 Penalty: 4335.127930
	Iteration 9Q: 3 clusters Score -636902.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -636970.937500 Penalty: 4335.127930
	Iteration 10Q: 3 clusters Score -636970.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -637049.125000 Penalty: 4335.127930
	Iteration 11Q: 3 clusters Score -637049.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -637115.750000 Penalty: 4335.127930
	Iteration 12Q: 3 clusters Score -637115.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -637182.812500 Penalty: 4335.127930
	Iteration 13Q: 3 clusters Score -637182.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -637246.250000 Penalty: 4335.127930
	Iteration 14Q: 3 clusters Score -637246.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -637304.500000 Penalty: 4335.127930
	Iteration 15Q: 3 clusters Score -637304.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -637353.187500 Penalty: 4335.127930
	Iteration 16Q: 3 clusters Score -637353.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -637407.375000 Penalty: 4335.127930
	Iteration 17Q: 3 clusters Score -637407.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -637477.250000 Penalty: 4335.127930
	Iteration 18Q: 3 clusters Score -637477.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -637536.750000 Penalty: 4335.127930
	Iteration 19Q: 3 clusters Score -637536.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -637577.375000 Penalty: 4335.127930
	Iteration 20F: 3 clusters Score -637577.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -637612.250000 Penalty: 4335.127930
	Iteration 21Q: 3 clusters Score -637612.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -637643.750000 Penalty: 4335.127930
	Iteration 22Q: 3 clusters Score -637643.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -637669.875000 Penalty: 4335.127930
	Iteration 23Q: 3 clusters Score -637669.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -637687.312500 Penalty: 4335.127930
	Iteration 24Q: 3 clusters Score -637687.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -637699.687500 Penalty: 4335.127930
	Iteration 25Q: 3 clusters Score -637699.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -637710.875000 Penalty: 4335.127930
	Iteration 26Q: 3 clusters Score -637710.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -637719.312500 Penalty: 4335.127930
	Iteration 27Q: 3 clusters Score -637719.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -637726.312500 Penalty: 4335.127930
	Iteration 28Q: 3 clusters Score -637726.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -637737.562500 Penalty: 4335.127930
	Iteration 29Q: 3 clusters Score -637737.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -637758.437500 Penalty: 4335.127930
	Iteration 30Q: 3 clusters Score -637758.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -637772.875000 Penalty: 4335.127930
	Iteration 31Q: 3 clusters Score -637772.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -637784.437500 Penalty: 4335.127930
	Iteration 32Q: 3 clusters Score -637784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -637798.625000 Penalty: 4335.127930
	Iteration 33Q: 3 clusters Score -637798.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -637809.687500 Penalty: 4335.127930
	Iteration 34Q: 3 clusters Score -637809.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -637817.375000 Penalty: 4335.127930
	Iteration 35Q: 3 clusters Score -637817.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -637821.625000 Penalty: 4335.127930
	Iteration 36Q: 3 clusters Score -637821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -637827.875000 Penalty: 4335.127930
	Iteration 37Q: 3 clusters Score -637827.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -637835.250000 Penalty: 4335.127930
	Iteration 38Q: 3 clusters Score -637835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -637841.437500 Penalty: 4335.127930
	Iteration 39Q: 3 clusters Score -637841.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -637843.187500 Penalty: 4335.127930
	Iteration 40F: 3 clusters Score -637843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -637852.312500 Penalty: 4335.127930
	Iteration 41Q: 3 clusters Score -637852.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -637861.125000 Penalty: 4335.127930
	Iteration 42Q: 3 clusters Score -637861.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -637867.875000 Penalty: 4335.127930
	Iteration 43Q: 3 clusters Score -637867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -637871.937500 Penalty: 4335.127930
	Iteration 44Q: 3 clusters Score -637871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -637875.937500 Penalty: 4335.127930
	Iteration 45Q: 3 clusters Score -637875.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -637880.187500 Penalty: 4335.127930
	Iteration 46Q: 3 clusters Score -637880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -637883.875000 Penalty: 4335.127930
	Iteration 47Q: 3 clusters Score -637883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -637888.000000 Penalty: 4335.127930
	Iteration 48Q: 3 clusters Score -637888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -637892.312500 Penalty: 4335.127930
	Iteration 49Q: 3 clusters Score -637892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -637893.687500 Penalty: 4335.127930
	Iteration 50Q: 3 clusters Score -637893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -637898.687500 Penalty: 4335.127930
	Iteration 51Q: 3 clusters Score -637898.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -637901.125000 Penalty: 4335.127930
	Iteration 52Q: 3 clusters Score -637901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -637903.437500 Penalty: 4335.127930
	Iteration 53Q: 3 clusters Score -637903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -637905.500000 Penalty: 4335.127930
	Iteration 54Q: 3 clusters Score -637905.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -637907.750000 Penalty: 4335.127930
	Iteration 55Q: 3 clusters Score -637907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -637912.937500 Penalty: 4335.127930
	Iteration 56Q: 3 clusters Score -637912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -637917.562500 Penalty: 4335.127930
	Iteration 57Q: 3 clusters Score -637917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -637924.125000 Penalty: 4335.127930
	Iteration 58Q: 3 clusters Score -637924.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -637929.000000 Penalty: 4335.127930
	Iteration 59Q: 3 clusters Score -637929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -637936.625000 Penalty: 4335.127930
	Iteration 60F: 3 clusters Score -637936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -637942.250000 Penalty: 4335.127930
	Iteration 61Q: 3 clusters Score -637942.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -637947.875000 Penalty: 4335.127930
	Iteration 62Q: 3 clusters Score -637947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -637951.750000 Penalty: 4335.127930
	Iteration 63Q: 3 clusters Score -637951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -637952.812500 Penalty: 4335.127930
	Iteration 64Q: 3 clusters Score -637952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -637953.812500 Penalty: 4335.127930
	Iteration 65Q: 3 clusters Score -637953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -637956.125000 Penalty: 4335.127930
	Iteration 66Q: 3 clusters Score -637956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -637957.375000 Penalty: 4335.127930
	Iteration 67Q: 3 clusters Score -637957.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -637962.687500 Penalty: 4335.127930
	Iteration 68Q: 3 clusters Score -637962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -637970.187500 Penalty: 4335.127930
	Iteration 69Q: 3 clusters Score -637970.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -637974.937500 Penalty: 4335.127930
	Iteration 70Q: 3 clusters Score -637974.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -637978.875000 Penalty: 4335.127930
	Iteration 71Q: 3 clusters Score -637978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -637981.625000 Penalty: 4335.127930
	Iteration 72Q: 3 clusters Score -637981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -637983.625000 Penalty: 4335.127930
	Iteration 73Q: 3 clusters Score -637983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -637984.062500 Penalty: 4335.127930
	Iteration 74Q: 3 clusters Score -637984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -637984.062500 Penalty: 4335.127930
	Iteration 75F: 3 clusters Score -637984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -131310.343750 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -131310.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -129227.781250 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -129227.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129548.960938 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -129549 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -129653.054688 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -129653.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -129709.031250 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -129709 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129747.921875 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -129747.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129765.421875 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -129765.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -129779.031250 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -129779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129783.984375 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -129784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -129785.906250 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -129785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129788.359375 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -129788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129790.765625 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -129790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129790.765625 Penalty: 3521.204102
	Iteration 11F: 3 clusters Score -129790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -82047.812500 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -82047.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80339.429688 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -80339.43 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80880.789062 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -80880.79 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81240.460938 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -81240.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -81577.164062 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -81577.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -81777.046875 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -81777.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81860.171875 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -81860.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -81877.328125 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -81877.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81887.921875 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -81887.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81888.656250 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -81888.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -81888.656250 Penalty: 3313.081299
	Iteration 9F: 3 clusters Score -81888.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (134574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134574 members 
Entering Unmasked Estep 
Score: -15679756.000000 Penalty: 2928.847656
	Iteration 0F: 2 clusters Score -1.567976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -15589242.000000 Penalty: 5857.695312
	Iteration 0F: 3 clusters Score -1.558924e+07 nChanged 64290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -15626911.000000 Penalty: 5857.695312
	Iteration 1F: 3 clusters Score -1.562691e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63367 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -15628289.000000 Penalty: 5857.695312
	Iteration 2Q: 3 clusters Score -1.562829e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -15630078.000000 Penalty: 5857.695312
	Iteration 3Q: 3 clusters Score -1.563008e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -15632822.000000 Penalty: 5857.695312
	Iteration 4Q: 3 clusters Score -1.563282e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -15637026.000000 Penalty: 5857.695312
	Iteration 5F: 3 clusters Score -1.563703e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -15642805.000000 Penalty: 5857.695312
	Iteration 6F: 3 clusters Score -1.56428e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -15649805.000000 Penalty: 5857.695312
	Iteration 7F: 3 clusters Score -1.56498e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -15657345.000000 Penalty: 5857.695312
	Iteration 8F: 3 clusters Score -1.565734e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -15664409.000000 Penalty: 5857.695312
	Iteration 9F: 3 clusters Score -1.566441e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -15669585.000000 Penalty: 5857.695312
	Iteration 10Q: 3 clusters Score -1.566958e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 128841 members 
Entering Unmasked Estep 
Score: -15673305.000000 Penalty: 5857.695312
	Iteration 11Q: 3 clusters Score -1.56733e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 131404 members 
Entering Unmasked Estep 
Score: -15675142.000000 Penalty: 5857.695312
	Iteration 12Q: 3 clusters Score -1.567514e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 132713 members 
Entering Unmasked Estep 
Score: -15676064.000000 Penalty: 5857.695312
	Iteration 13Q: 3 clusters Score -1.567606e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 133372 members 
Entering Unmasked Estep 
Score: -15676610.000000 Penalty: 5857.695312
	Iteration 14Q: 3 clusters Score -1.567661e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 133688 members 
Entering Unmasked Estep 
Score: -15676873.000000 Penalty: 5857.695312
	Iteration 15Q: 3 clusters Score -1.567687e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 133856 members 
Entering Unmasked Estep 
Score: -15677047.000000 Penalty: 5857.695312
	Iteration 16Q: 3 clusters Score -1.567705e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -15677101.000000 Penalty: 5857.695312
	Iteration 17Q: 3 clusters Score -1.56771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 133972 members 
Entering Unmasked Estep 
Score: -15677132.000000 Penalty: 5857.695312
	Iteration 18Q: 3 clusters Score -1.567713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
Score: -15677154.000000 Penalty: 5857.695312
	Iteration 19Q: 3 clusters Score -1.567715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 134024 members 
Entering Unmasked Estep 
Score: -15677182.000000 Penalty: 5857.695312
	Iteration 20F: 3 clusters Score -1.567718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 134036 members 
Entering Unmasked Estep 
Score: -15677211.000000 Penalty: 5857.695312
	Iteration 21Q: 3 clusters Score -1.567721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 134048 members 
Entering Unmasked Estep 
Score: -15677223.000000 Penalty: 5857.695312
	Iteration 22Q: 3 clusters Score -1.567722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 134060 members 
Entering Unmasked Estep 
Score: -15677233.000000 Penalty: 5857.695312
	Iteration 23Q: 3 clusters Score -1.567723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 134063 members 
Entering Unmasked Estep 
Score: -15677244.000000 Penalty: 5857.695312
	Iteration 24Q: 3 clusters Score -1.567724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 134071 members 
Entering Unmasked Estep 
Score: -15677249.000000 Penalty: 5857.695312
	Iteration 25Q: 3 clusters Score -1.567725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 134077 members 
Entering Unmasked Estep 
Score: -15677262.000000 Penalty: 5857.695312
	Iteration 26Q: 3 clusters Score -1.567726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 134086 members 
Entering Unmasked Estep 
Score: -15677267.000000 Penalty: 5857.695312
	Iteration 27Q: 3 clusters Score -1.567727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 134095 members 
Entering Unmasked Estep 
Score: -15677278.000000 Penalty: 5857.695312
	Iteration 28Q: 3 clusters Score -1.567728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 134100 members 
Entering Unmasked Estep 
Score: -15677278.000000 Penalty: 5857.695312
	Iteration 29Q: 3 clusters Score -1.567728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 134105 members 
Entering Unmasked Estep 
Score: -15677284.000000 Penalty: 5857.695312
	Iteration 30Q: 3 clusters Score -1.567728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 134108 members 
Entering Unmasked Estep 
Score: -15677298.000000 Penalty: 5857.695312
	Iteration 31Q: 3 clusters Score -1.56773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 134110 members 
Entering Unmasked Estep 
Score: -15677282.000000 Penalty: 5857.695312
	Iteration 32Q: 3 clusters Score -1.567728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 134112 members 
Entering Unmasked Estep 
Score: -15677303.000000 Penalty: 5857.695312
	Iteration 33Q: 3 clusters Score -1.56773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 134113 members 
Entering Unmasked Estep 
Score: -15677285.000000 Penalty: 5857.695312
	Iteration 34Q: 3 clusters Score -1.567728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 134113 members 
Entering Unmasked Estep 
Score: -15677285.000000 Penalty: 5857.695312
	Iteration 35F: 3 clusters Score -1.567728e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Entering Unmasked Estep 
Score: -1916291.375000 Penalty: 2405.682129
	Iteration 0F: 2 clusters Score -1916291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1904548.125000 Penalty: 4811.364258
	Iteration 0F: 3 clusters Score -1904548 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1908434.125000 Penalty: 4811.364258
	Iteration 1F: 3 clusters Score -1908434 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1908880.000000 Penalty: 4811.364258
	Iteration 2F: 3 clusters Score -1908880 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1909220.500000 Penalty: 4811.364258
	Iteration 3F: 3 clusters Score -1909220 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1909538.375000 Penalty: 4811.364258
	Iteration 4Q: 3 clusters Score -1909538 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1909901.500000 Penalty: 4811.364258
	Iteration 5Q: 3 clusters Score -1909902 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1910305.750000 Penalty: 4811.364258
	Iteration 6Q: 3 clusters Score -1910306 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1910844.500000 Penalty: 4811.364258
	Iteration 7F: 3 clusters Score -1910844 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1911463.625000 Penalty: 4811.364258
	Iteration 8F: 3 clusters Score -1911464 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1912123.125000 Penalty: 4811.364258
	Iteration 9F: 3 clusters Score -1912123 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1912699.625000 Penalty: 4811.364258
	Iteration 10Q: 3 clusters Score -1912700 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1913169.000000 Penalty: 4811.364258
	Iteration 11Q: 3 clusters Score -1913169 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1913483.250000 Penalty: 4811.364258
	Iteration 12Q: 3 clusters Score -1913483 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1913709.250000 Penalty: 4811.364258
	Iteration 13Q: 3 clusters Score -1913709 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1913831.250000 Penalty: 4811.364258
	Iteration 14Q: 3 clusters Score -1913831 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1913924.125000 Penalty: 4811.364258
	Iteration 15Q: 3 clusters Score -1913924 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1913995.750000 Penalty: 4811.364258
	Iteration 16Q: 3 clusters Score -1913996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1914032.875000 Penalty: 4811.364258
	Iteration 17Q: 3 clusters Score -1914033 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1914081.000000 Penalty: 4811.364258
	Iteration 18Q: 3 clusters Score -1914081 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1914122.125000 Penalty: 4811.364258
	Iteration 19Q: 3 clusters Score -1914122 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1914158.625000 Penalty: 4811.364258
	Iteration 20F: 3 clusters Score -1914159 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1914191.875000 Penalty: 4811.364258
	Iteration 21Q: 3 clusters Score -1914192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1914203.750000 Penalty: 4811.364258
	Iteration 22Q: 3 clusters Score -1914204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1914223.500000 Penalty: 4811.364258
	Iteration 23Q: 3 clusters Score -1914224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1914237.500000 Penalty: 4811.364258
	Iteration 24Q: 3 clusters Score -1914238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1914257.250000 Penalty: 4811.364258
	Iteration 25Q: 3 clusters Score -1914257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1914260.125000 Penalty: 4811.364258
	Iteration 26Q: 3 clusters Score -1914260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1914269.875000 Penalty: 4811.364258
	Iteration 27Q: 3 clusters Score -1914270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1914280.250000 Penalty: 4811.364258
	Iteration 28Q: 3 clusters Score -1914280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1914289.500000 Penalty: 4811.364258
	Iteration 29Q: 3 clusters Score -1914290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1914296.000000 Penalty: 4811.364258
	Iteration 30Q: 3 clusters Score -1914296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1914298.375000 Penalty: 4811.364258
	Iteration 31Q: 3 clusters Score -1914298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1914302.750000 Penalty: 4811.364258
	Iteration 32Q: 3 clusters Score -1914303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1914314.250000 Penalty: 4811.364258
	Iteration 33Q: 3 clusters Score -1914314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1914321.750000 Penalty: 4811.364258
	Iteration 34Q: 3 clusters Score -1914322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1914325.625000 Penalty: 4811.364258
	Iteration 35Q: 3 clusters Score -1914326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1914330.000000 Penalty: 4811.364258
	Iteration 36Q: 3 clusters Score -1914330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1914328.250000 Penalty: 4811.364258
	Iteration 37Q: 3 clusters Score -1914328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1914332.000000 Penalty: 4811.364258
	Iteration 38Q: 3 clusters Score -1914332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1914337.875000 Penalty: 4811.364258
	Iteration 39Q: 3 clusters Score -1914338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1914337.000000 Penalty: 4811.364258
	Iteration 40F: 3 clusters Score -1914337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1914335.625000 Penalty: 4811.364258
	Iteration 41Q: 3 clusters Score -1914336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1914339.500000 Penalty: 4811.364258
	Iteration 42Q: 3 clusters Score -1914340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1914339.625000 Penalty: 4811.364258
	Iteration 43Q: 3 clusters Score -1914340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1914342.000000 Penalty: 4811.364258
	Iteration 44Q: 3 clusters Score -1914342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1914347.000000 Penalty: 4811.364258
	Iteration 45Q: 3 clusters Score -1914347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1914347.125000 Penalty: 4811.364258
	Iteration 46Q: 3 clusters Score -1914347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1914350.500000 Penalty: 4811.364258
	Iteration 47Q: 3 clusters Score -1914350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1914347.625000 Penalty: 4811.364258
	Iteration 48Q: 3 clusters Score -1914348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1914352.125000 Penalty: 4811.364258
	Iteration 49Q: 3 clusters Score -1914352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1914351.125000 Penalty: 4811.364258
	Iteration 50Q: 3 clusters Score -1914351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1914355.375000 Penalty: 4811.364258
	Iteration 51Q: 3 clusters Score -1914355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1914354.750000 Penalty: 4811.364258
	Iteration 52Q: 3 clusters Score -1914355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1914355.375000 Penalty: 4811.364258
	Iteration 53Q: 3 clusters Score -1914355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1914355.375000 Penalty: 4811.364258
	Iteration 54F: 3 clusters Score -1914355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44991.621094 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44991.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43549.585938 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43549.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43659.187500 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43659.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43701.578125 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43701.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43708.027344 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43708.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43721.445312 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43721.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43731.003906 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -43731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43735.609375 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -43735.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43736.128906 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -43736.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43736.128906 Penalty: 2991.219971
	Iteration 8F: 3 clusters Score -43736.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 12308 members 
Mstep: Class 5 contains 14739 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 126952 members 
Mstep: Class 8 contains 59432 members 
Mstep: Class 9 contains 59337 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 12011 members 
Mstep: Class 13 contains 29387 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 253635 members 
Mstep: Class 17 contains 276836 members 
Mstep: Class 18 contains 188004 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41187 members 
Mstep: Class 22 contains 11683 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 13636 members 
Mstep: Class 25 contains 81876 members 
Mstep: Class 26 contains 10972 members 
Mstep: Class 27 contains 35561 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 106302 members 
Mstep: Class 30 contains 23034 members 
Mstep: Class 31 contains 11204 members 
Mstep: Class 32 contains 20010 members 
Mstep: Class 33 contains 61273 members 
Mstep: Class 34 contains 29629 members 
Mstep: Class 35 contains 6731 members 
Mstep: Class 36 contains 37843 members 
Mstep: Class 37 contains 178417 members 
Mstep: Class 38 contains 41066 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6249 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134574 members 
Mstep: Class 44 contains 16323 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955568.000000 Penalty: 161989.984375
Iteration 239Q: 46 clusters Score -2.259556e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10929 members 
Mstep: Class 4 contains 12310 members 
Mstep: Class 5 contains 14744 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 126971 members 
Mstep: Class 8 contains 59430 members 
Mstep: Class 9 contains 59341 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 12012 members 
Mstep: Class 13 contains 29379 members 
Mstep: Class 14 contains 17946 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 253733 members 
Mstep: Class 17 contains 276817 members 
Mstep: Class 18 contains 188002 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41181 members 
Mstep: Class 22 contains 11686 members 
Mstep: Class 23 contains 7117 members 
Mstep: Class 24 contains 13630 members 
Mstep: Class 25 contains 81942 members 
Mstep: Class 26 contains 11027 members 
Mstep: Class 27 contains 35556 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 106020 members 
Mstep: Class 30 contains 23036 members 
Mstep: Class 31 contains 11282 members 
Mstep: Class 32 contains 20016 members 
Mstep: Class 33 contains 61229 members 
Mstep: Class 34 contains 29583 members 
Mstep: Class 35 contains 6736 members 
Mstep: Class 36 contains 37831 members 
Mstep: Class 37 contains 178419 members 
Mstep: Class 38 contains 41133 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6253 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134519 members 
Mstep: Class 44 contains 16386 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955456.000000 Penalty: 161989.984375
Iteration 240F: 46 clusters Score -2.259555e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10931 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 14743 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 126992 members 
Mstep: Class 8 contains 59424 members 
Mstep: Class 9 contains 59345 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 12014 members 
Mstep: Class 13 contains 29378 members 
Mstep: Class 14 contains 17946 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 253824 members 
Mstep: Class 17 contains 276789 members 
Mstep: Class 18 contains 188000 members 
Mstep: Class 19 contains 8456 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41183 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 13615 members 
Mstep: Class 25 contains 82019 members 
Mstep: Class 26 contains 11084 members 
Mstep: Class 27 contains 35551 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 105742 members 
Mstep: Class 30 contains 23038 members 
Mstep: Class 31 contains 11363 members 
Mstep: Class 32 contains 20017 members 
Mstep: Class 33 contains 61178 members 
Mstep: Class 34 contains 29552 members 
Mstep: Class 35 contains 6737 members 
Mstep: Class 36 contains 37819 members 
Mstep: Class 37 contains 178435 members 
Mstep: Class 38 contains 41194 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6259 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134453 members 
Mstep: Class 44 contains 16435 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955904.000000 Penalty: 161989.984375
Iteration 241Q: 46 clusters Score -2.259559e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10933 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 14742 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 127002 members 
Mstep: Class 8 contains 59419 members 
Mstep: Class 9 contains 59345 members 
Mstep: Class 10 contains 5954 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 12015 members 
Mstep: Class 13 contains 29369 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 253940 members 
Mstep: Class 17 contains 276766 members 
Mstep: Class 18 contains 188001 members 
Mstep: Class 19 contains 8454 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41182 members 
Mstep: Class 22 contains 11690 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 13595 members 
Mstep: Class 25 contains 82083 members 
Mstep: Class 26 contains 11143 members 
Mstep: Class 27 contains 35548 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 105468 members 
Mstep: Class 30 contains 23039 members 
Mstep: Class 31 contains 11416 members 
Mstep: Class 32 contains 20019 members 
Mstep: Class 33 contains 61142 members 
Mstep: Class 34 contains 29517 members 
Mstep: Class 35 contains 6737 members 
Mstep: Class 36 contains 37805 members 
Mstep: Class 37 contains 178447 members 
Mstep: Class 38 contains 41252 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6269 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134414 members 
Mstep: Class 44 contains 16483 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955856.000000 Penalty: 161989.984375
Iteration 242Q: 46 clusters Score -2.259559e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10934 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 14742 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 127008 members 
Mstep: Class 8 contains 59416 members 
Mstep: Class 9 contains 59338 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 29361 members 
Mstep: Class 14 contains 17955 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 254056 members 
Mstep: Class 17 contains 276754 members 
Mstep: Class 18 contains 188000 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41175 members 
Mstep: Class 22 contains 11690 members 
Mstep: Class 23 contains 7122 members 
Mstep: Class 24 contains 13577 members 
Mstep: Class 25 contains 82150 members 
Mstep: Class 26 contains 11222 members 
Mstep: Class 27 contains 35543 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 105220 members 
Mstep: Class 30 contains 23038 members 
Mstep: Class 31 contains 11475 members 
Mstep: Class 32 contains 20018 members 
Mstep: Class 33 contains 61105 members 
Mstep: Class 34 contains 29485 members 
Mstep: Class 35 contains 6735 members 
Mstep: Class 36 contains 37795 members 
Mstep: Class 37 contains 178447 members 
Mstep: Class 38 contains 41314 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6278 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134366 members 
Mstep: Class 44 contains 16515 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955888.000000 Penalty: 161989.984375
Iteration 243Q: 46 clusters Score -2.259559e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10935 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 14745 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 127003 members 
Mstep: Class 8 contains 59409 members 
Mstep: Class 9 contains 59338 members 
Mstep: Class 10 contains 5961 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29356 members 
Mstep: Class 14 contains 17952 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 16 contains 254193 members 
Mstep: Class 17 contains 276739 members 
Mstep: Class 18 contains 188001 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41168 members 
Mstep: Class 22 contains 11689 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 13560 members 
Mstep: Class 25 contains 82207 members 
Mstep: Class 26 contains 11309 members 
Mstep: Class 27 contains 35540 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 104982 members 
Mstep: Class 30 contains 23038 members 
Mstep: Class 31 contains 11506 members 
Mstep: Class 32 contains 20013 members 
Mstep: Class 33 contains 61078 members 
Mstep: Class 34 contains 29455 members 
Mstep: Class 35 contains 6743 members 
Mstep: Class 36 contains 37780 members 
Mstep: Class 37 contains 178455 members 
Mstep: Class 38 contains 41358 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6285 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 796 members 
Mstep: Class 43 contains 134323 members 
Mstep: Class 44 contains 16548 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955664.000000 Penalty: 161989.984375
Iteration 244Q: 46 clusters Score -2.259557e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10939 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 14747 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 127009 members 
Mstep: Class 8 contains 59406 members 
Mstep: Class 9 contains 59335 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29343 members 
Mstep: Class 14 contains 17956 members 
Mstep: Class 15 contains 7576 members 
Mstep: Class 16 contains 254306 members 
Mstep: Class 17 contains 276722 members 
Mstep: Class 18 contains 188000 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41168 members 
Mstep: Class 22 contains 11687 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 13530 members 
Mstep: Class 25 contains 82255 members 
Mstep: Class 26 contains 11417 members 
Mstep: Class 27 contains 35537 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 104758 members 
Mstep: Class 30 contains 23039 members 
Mstep: Class 31 contains 11527 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 61049 members 
Mstep: Class 34 contains 29429 members 
Mstep: Class 35 contains 6744 members 
Mstep: Class 36 contains 37771 members 
Mstep: Class 37 contains 178465 members 
Mstep: Class 38 contains 41406 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6291 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 134269 members 
Mstep: Class 44 contains 16583 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955648.000000 Penalty: 161989.984375
Iteration 245Q: 46 clusters Score -2.259556e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 12314 members 
Mstep: Class 5 contains 14749 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 127012 members 
Mstep: Class 8 contains 59405 members 
Mstep: Class 9 contains 59326 members 
Mstep: Class 10 contains 5967 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 29335 members 
Mstep: Class 14 contains 17961 members 
Mstep: Class 15 contains 7577 members 
Mstep: Class 16 contains 254406 members 
Mstep: Class 17 contains 276705 members 
Mstep: Class 18 contains 188004 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41165 members 
Mstep: Class 22 contains 11682 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 13509 members 
Mstep: Class 25 contains 82289 members 
Mstep: Class 26 contains 11516 members 
Mstep: Class 27 contains 35533 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 104549 members 
Mstep: Class 30 contains 23039 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 61027 members 
Mstep: Class 34 contains 29398 members 
Mstep: Class 35 contains 6748 members 
Mstep: Class 36 contains 37754 members 
Mstep: Class 37 contains 178466 members 
Mstep: Class 38 contains 41463 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6298 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 134224 members 
Mstep: Class 44 contains 16619 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955248.000000 Penalty: 161989.984375
Iteration 246Q: 46 clusters Score -2.259552e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 12314 members 
Mstep: Class 5 contains 14752 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 127004 members 
Mstep: Class 8 contains 59403 members 
Mstep: Class 9 contains 59311 members 
Mstep: Class 10 contains 5970 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 29328 members 
Mstep: Class 14 contains 17964 members 
Mstep: Class 15 contains 7576 members 
Mstep: Class 16 contains 254497 members 
Mstep: Class 17 contains 276688 members 
Mstep: Class 18 contains 188002 members 
Mstep: Class 19 contains 8452 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41168 members 
Mstep: Class 22 contains 11680 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 13482 members 
Mstep: Class 25 contains 82321 members 
Mstep: Class 26 contains 11630 members 
Mstep: Class 27 contains 35528 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 104328 members 
Mstep: Class 30 contains 23040 members 
Mstep: Class 31 contains 11593 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 61010 members 
Mstep: Class 34 contains 29374 members 
Mstep: Class 35 contains 6757 members 
Mstep: Class 36 contains 37730 members 
Mstep: Class 37 contains 178463 members 
Mstep: Class 38 contains 41521 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6310 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 134188 members 
Mstep: Class 44 contains 16656 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955504.000000 Penalty: 161989.984375
Iteration 247Q: 46 clusters Score -2.259555e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10949 members 
Mstep: Class 4 contains 12318 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 126984 members 
Mstep: Class 8 contains 59402 members 
Mstep: Class 9 contains 59301 members 
Mstep: Class 10 contains 5971 members 
Mstep: Class 11 contains 6813 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 29314 members 
Mstep: Class 14 contains 17968 members 
Mstep: Class 15 contains 7574 members 
Mstep: Class 16 contains 254602 members 
Mstep: Class 17 contains 276662 members 
Mstep: Class 18 contains 188003 members 
Mstep: Class 19 contains 8450 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41169 members 
Mstep: Class 22 contains 11683 members 
Mstep: Class 23 contains 7127 members 
Mstep: Class 24 contains 13461 members 
Mstep: Class 25 contains 82358 members 
Mstep: Class 26 contains 11764 members 
Mstep: Class 27 contains 35527 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 104104 members 
Mstep: Class 30 contains 23040 members 
Mstep: Class 31 contains 11622 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 60991 members 
Mstep: Class 34 contains 29356 members 
Mstep: Class 35 contains 6768 members 
Mstep: Class 36 contains 37712 members 
Mstep: Class 37 contains 178457 members 
Mstep: Class 38 contains 41566 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6315 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 134150 members 
Mstep: Class 44 contains 16687 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955072.000000 Penalty: 161989.984375
Iteration 248Q: 46 clusters Score -2.259551e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10951 members 
Mstep: Class 4 contains 12321 members 
Mstep: Class 5 contains 14754 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 126955 members 
Mstep: Class 8 contains 59399 members 
Mstep: Class 9 contains 59286 members 
Mstep: Class 10 contains 5973 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 29302 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 254676 members 
Mstep: Class 17 contains 276637 members 
Mstep: Class 18 contains 188011 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41172 members 
Mstep: Class 22 contains 11683 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 13440 members 
Mstep: Class 25 contains 82397 members 
Mstep: Class 26 contains 11924 members 
Mstep: Class 27 contains 35522 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 103902 members 
Mstep: Class 30 contains 23044 members 
Mstep: Class 31 contains 11654 members 
Mstep: Class 32 contains 20013 members 
Mstep: Class 33 contains 60963 members 
Mstep: Class 34 contains 29342 members 
Mstep: Class 35 contains 6774 members 
Mstep: Class 36 contains 37699 members 
Mstep: Class 37 contains 178452 members 
Mstep: Class 38 contains 41611 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6322 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 134094 members 
Mstep: Class 44 contains 16720 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955136.000000 Penalty: 161989.984375
Iteration 249Q: 46 clusters Score -2.259551e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 12323 members 
Mstep: Class 5 contains 14754 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 126926 members 
Mstep: Class 8 contains 59394 members 
Mstep: Class 9 contains 59267 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 29295 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 7569 members 
Mstep: Class 16 contains 254767 members 
Mstep: Class 17 contains 276628 members 
Mstep: Class 18 contains 188015 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41171 members 
Mstep: Class 22 contains 11683 members 
Mstep: Class 23 contains 7133 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 82419 members 
Mstep: Class 26 contains 12077 members 
Mstep: Class 27 contains 35524 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 103689 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 11698 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 60938 members 
Mstep: Class 34 contains 29330 members 
Mstep: Class 35 contains 6777 members 
Mstep: Class 36 contains 37695 members 
Mstep: Class 37 contains 178446 members 
Mstep: Class 38 contains 41647 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6323 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 134053 members 
Mstep: Class 44 contains 16763 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955312.000000 Penalty: 161989.984375
Iteration 250Q: 46 clusters Score -2.259553e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10951 members 
Mstep: Class 4 contains 12329 members 
Mstep: Class 5 contains 14754 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 126885 members 
Mstep: Class 8 contains 59392 members 
Mstep: Class 9 contains 59252 members 
Mstep: Class 10 contains 5977 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29277 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 7569 members 
Mstep: Class 16 contains 254838 members 
Mstep: Class 17 contains 276624 members 
Mstep: Class 18 contains 188014 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41167 members 
Mstep: Class 22 contains 11690 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 13369 members 
Mstep: Class 25 contains 82434 members 
Mstep: Class 26 contains 12250 members 
Mstep: Class 27 contains 35524 members 
Mstep: Class 28 contains 8941 members 
Mstep: Class 29 contains 103481 members 
Mstep: Class 30 contains 23050 members 
Mstep: Class 31 contains 11754 members 
Mstep: Class 32 contains 20014 members 
Mstep: Class 33 contains 60921 members 
Mstep: Class 34 contains 29316 members 
Mstep: Class 35 contains 6781 members 
Mstep: Class 36 contains 37682 members 
Mstep: Class 37 contains 178433 members 
Mstep: Class 38 contains 41686 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6324 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 134009 members 
Mstep: Class 44 contains 16800 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955280.000000 Penalty: 161989.984375
Iteration 251Q: 46 clusters Score -2.259553e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10952 members 
Mstep: Class 4 contains 12336 members 
Mstep: Class 5 contains 14754 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 126852 members 
Mstep: Class 8 contains 59390 members 
Mstep: Class 9 contains 59242 members 
Mstep: Class 10 contains 5975 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 29259 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 7571 members 
Mstep: Class 16 contains 254914 members 
Mstep: Class 17 contains 276620 members 
Mstep: Class 18 contains 188010 members 
Mstep: Class 19 contains 8446 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41172 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 7138 members 
Mstep: Class 24 contains 13320 members 
Mstep: Class 25 contains 82467 members 
Mstep: Class 26 contains 12407 members 
Mstep: Class 27 contains 35523 members 
Mstep: Class 28 contains 8940 members 
Mstep: Class 29 contains 103269 members 
Mstep: Class 30 contains 23048 members 
Mstep: Class 31 contains 11806 members 
Mstep: Class 32 contains 20014 members 
Mstep: Class 33 contains 60901 members 
Mstep: Class 34 contains 29303 members 
Mstep: Class 35 contains 6784 members 
Mstep: Class 36 contains 37671 members 
Mstep: Class 37 contains 178429 members 
Mstep: Class 38 contains 41734 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6325 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133964 members 
Mstep: Class 44 contains 16847 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955504.000000 Penalty: 161989.984375
Iteration 252Q: 46 clusters Score -2.259555e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10956 members 
Mstep: Class 4 contains 12341 members 
Mstep: Class 5 contains 14758 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 126822 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 59225 members 
Mstep: Class 10 contains 5976 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29239 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 255014 members 
Mstep: Class 17 contains 276617 members 
Mstep: Class 18 contains 188011 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41170 members 
Mstep: Class 22 contains 11688 members 
Mstep: Class 23 contains 7134 members 
Mstep: Class 24 contains 13266 members 
Mstep: Class 25 contains 82492 members 
Mstep: Class 26 contains 12563 members 
Mstep: Class 27 contains 35513 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 103053 members 
Mstep: Class 30 contains 23049 members 
Mstep: Class 31 contains 11859 members 
Mstep: Class 32 contains 20013 members 
Mstep: Class 33 contains 60877 members 
Mstep: Class 34 contains 29276 members 
Mstep: Class 35 contains 6797 members 
Mstep: Class 36 contains 37659 members 
Mstep: Class 37 contains 178432 members 
Mstep: Class 38 contains 41779 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6325 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133923 members 
Mstep: Class 44 contains 16888 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955232.000000 Penalty: 161989.984375
Iteration 253Q: 46 clusters Score -2.259552e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10956 members 
Mstep: Class 4 contains 12350 members 
Mstep: Class 5 contains 14762 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 126769 members 
Mstep: Class 8 contains 59401 members 
Mstep: Class 9 contains 59211 members 
Mstep: Class 10 contains 5972 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 29226 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 7574 members 
Mstep: Class 16 contains 255116 members 
Mstep: Class 17 contains 276599 members 
Mstep: Class 18 contains 188007 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41163 members 
Mstep: Class 22 contains 11693 members 
Mstep: Class 23 contains 7131 members 
Mstep: Class 24 contains 13221 members 
Mstep: Class 25 contains 82521 members 
Mstep: Class 26 contains 12727 members 
Mstep: Class 27 contains 35512 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 102853 members 
Mstep: Class 30 contains 23049 members 
Mstep: Class 31 contains 11899 members 
Mstep: Class 32 contains 20012 members 
Mstep: Class 33 contains 60853 members 
Mstep: Class 34 contains 29256 members 
Mstep: Class 35 contains 6804 members 
Mstep: Class 36 contains 37655 members 
Mstep: Class 37 contains 178422 members 
Mstep: Class 38 contains 41819 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6322 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133884 members 
Mstep: Class 44 contains 16934 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955024.000000 Penalty: 161989.984375
Iteration 254Q: 46 clusters Score -2.25955e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10959 members 
Mstep: Class 4 contains 12358 members 
Mstep: Class 5 contains 14763 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 126727 members 
Mstep: Class 8 contains 59400 members 
Mstep: Class 9 contains 59200 members 
Mstep: Class 10 contains 5966 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 12020 members 
Mstep: Class 13 contains 29213 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 7574 members 
Mstep: Class 16 contains 255193 members 
Mstep: Class 17 contains 276590 members 
Mstep: Class 18 contains 188005 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41159 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 13187 members 
Mstep: Class 25 contains 82549 members 
Mstep: Class 26 contains 12907 members 
Mstep: Class 27 contains 35510 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 102687 members 
Mstep: Class 30 contains 23047 members 
Mstep: Class 31 contains 11947 members 
Mstep: Class 32 contains 20014 members 
Mstep: Class 33 contains 60832 members 
Mstep: Class 34 contains 29231 members 
Mstep: Class 35 contains 6806 members 
Mstep: Class 36 contains 37652 members 
Mstep: Class 37 contains 178399 members 
Mstep: Class 38 contains 41849 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133829 members 
Mstep: Class 44 contains 16974 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954944.000000 Penalty: 161989.984375
Iteration 255Q: 46 clusters Score -2.259549e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10960 members 
Mstep: Class 4 contains 12365 members 
Mstep: Class 5 contains 14763 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 126679 members 
Mstep: Class 8 contains 59401 members 
Mstep: Class 9 contains 59186 members 
Mstep: Class 10 contains 5964 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29197 members 
Mstep: Class 14 contains 17985 members 
Mstep: Class 15 contains 7572 members 
Mstep: Class 16 contains 255287 members 
Mstep: Class 17 contains 276584 members 
Mstep: Class 18 contains 188007 members 
Mstep: Class 19 contains 8446 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41147 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 13133 members 
Mstep: Class 25 contains 82560 members 
Mstep: Class 26 contains 13129 members 
Mstep: Class 27 contains 35506 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 102516 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 11986 members 
Mstep: Class 32 contains 20013 members 
Mstep: Class 33 contains 60816 members 
Mstep: Class 34 contains 29198 members 
Mstep: Class 35 contains 6812 members 
Mstep: Class 36 contains 37642 members 
Mstep: Class 37 contains 178393 members 
Mstep: Class 38 contains 41882 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6316 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133772 members 
Mstep: Class 44 contains 17005 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955072.000000 Penalty: 161989.984375
Iteration 256Q: 46 clusters Score -2.259551e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10961 members 
Mstep: Class 4 contains 12366 members 
Mstep: Class 5 contains 14760 members 
Mstep: Class 6 contains 11052 members 
Mstep: Class 7 contains 126657 members 
Mstep: Class 8 contains 59402 members 
Mstep: Class 9 contains 59182 members 
Mstep: Class 10 contains 5958 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 29173 members 
Mstep: Class 14 contains 17986 members 
Mstep: Class 15 contains 7574 members 
Mstep: Class 16 contains 255349 members 
Mstep: Class 17 contains 276573 members 
Mstep: Class 18 contains 188013 members 
Mstep: Class 19 contains 8445 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41140 members 
Mstep: Class 22 contains 11693 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 13072 members 
Mstep: Class 25 contains 82573 members 
Mstep: Class 26 contains 13332 members 
Mstep: Class 27 contains 35504 members 
Mstep: Class 28 contains 8945 members 
Mstep: Class 29 contains 102347 members 
Mstep: Class 30 contains 23047 members 
Mstep: Class 31 contains 12039 members 
Mstep: Class 32 contains 20011 members 
Mstep: Class 33 contains 60806 members 
Mstep: Class 34 contains 29173 members 
Mstep: Class 35 contains 6818 members 
Mstep: Class 36 contains 37633 members 
Mstep: Class 37 contains 178391 members 
Mstep: Class 38 contains 41915 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6314 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133715 members 
Mstep: Class 44 contains 17040 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955392.000000 Penalty: 161989.984375
Iteration 257Q: 46 clusters Score -2.259554e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10962 members 
Mstep: Class 4 contains 12368 members 
Mstep: Class 5 contains 14763 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 126638 members 
Mstep: Class 8 contains 59407 members 
Mstep: Class 9 contains 59166 members 
Mstep: Class 10 contains 5958 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 29151 members 
Mstep: Class 14 contains 17981 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 255420 members 
Mstep: Class 17 contains 276558 members 
Mstep: Class 18 contains 188017 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41130 members 
Mstep: Class 22 contains 11696 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 12995 members 
Mstep: Class 25 contains 82583 members 
Mstep: Class 26 contains 13539 members 
Mstep: Class 27 contains 35499 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 102189 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 12080 members 
Mstep: Class 32 contains 20009 members 
Mstep: Class 33 contains 60809 members 
Mstep: Class 34 contains 29153 members 
Mstep: Class 35 contains 6817 members 
Mstep: Class 36 contains 37622 members 
Mstep: Class 37 contains 178382 members 
Mstep: Class 38 contains 41955 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6317 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133661 members 
Mstep: Class 44 contains 17070 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955616.000000 Penalty: 161989.984375
Iteration 258Q: 46 clusters Score -2.259556e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10962 members 
Mstep: Class 4 contains 12370 members 
Mstep: Class 5 contains 14766 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 126610 members 
Mstep: Class 8 contains 59409 members 
Mstep: Class 9 contains 59155 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 12016 members 
Mstep: Class 13 contains 29126 members 
Mstep: Class 14 contains 17980 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 255499 members 
Mstep: Class 17 contains 276549 members 
Mstep: Class 18 contains 188018 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 11700 members 
Mstep: Class 23 contains 7127 members 
Mstep: Class 24 contains 12921 members 
Mstep: Class 25 contains 82590 members 
Mstep: Class 26 contains 13769 members 
Mstep: Class 27 contains 35495 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 102021 members 
Mstep: Class 30 contains 23047 members 
Mstep: Class 31 contains 12122 members 
Mstep: Class 32 contains 20007 members 
Mstep: Class 33 contains 60802 members 
Mstep: Class 34 contains 29124 members 
Mstep: Class 35 contains 6816 members 
Mstep: Class 36 contains 37618 members 
Mstep: Class 37 contains 178344 members 
Mstep: Class 38 contains 41989 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6321 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133613 members 
Mstep: Class 44 contains 17110 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955776.000000 Penalty: 161989.984375
Iteration 259Q: 46 clusters Score -2.259558e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10962 members 
Mstep: Class 4 contains 12374 members 
Mstep: Class 5 contains 14770 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 126577 members 
Mstep: Class 8 contains 59404 members 
Mstep: Class 9 contains 59152 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29090 members 
Mstep: Class 14 contains 17975 members 
Mstep: Class 15 contains 7573 members 
Mstep: Class 16 contains 255563 members 
Mstep: Class 17 contains 276532 members 
Mstep: Class 18 contains 188018 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41128 members 
Mstep: Class 22 contains 11705 members 
Mstep: Class 23 contains 7124 members 
Mstep: Class 24 contains 12838 members 
Mstep: Class 25 contains 82598 members 
Mstep: Class 26 contains 14015 members 
Mstep: Class 27 contains 35494 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 101865 members 
Mstep: Class 30 contains 23045 members 
Mstep: Class 31 contains 12168 members 
Mstep: Class 32 contains 20007 members 
Mstep: Class 33 contains 60794 members 
Mstep: Class 34 contains 29089 members 
Mstep: Class 35 contains 6818 members 
Mstep: Class 36 contains 37615 members 
Mstep: Class 37 contains 178319 members 
Mstep: Class 38 contains 42024 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6320 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133572 members 
Mstep: Class 44 contains 17142 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956000.000000 Penalty: 161989.984375
Iteration 260F: 46 clusters Score -2.25956e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 12373 members 
Mstep: Class 5 contains 14777 members 
Mstep: Class 6 contains 11049 members 
Mstep: Class 7 contains 126538 members 
Mstep: Class 8 contains 59400 members 
Mstep: Class 9 contains 59143 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29070 members 
Mstep: Class 14 contains 17976 members 
Mstep: Class 15 contains 7576 members 
Mstep: Class 16 contains 255640 members 
Mstep: Class 17 contains 276518 members 
Mstep: Class 18 contains 188017 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41124 members 
Mstep: Class 22 contains 11708 members 
Mstep: Class 23 contains 7122 members 
Mstep: Class 24 contains 12763 members 
Mstep: Class 25 contains 82604 members 
Mstep: Class 26 contains 14250 members 
Mstep: Class 27 contains 35494 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 101720 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 12196 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 60789 members 
Mstep: Class 34 contains 29061 members 
Mstep: Class 35 contains 6822 members 
Mstep: Class 36 contains 37611 members 
Mstep: Class 37 contains 178285 members 
Mstep: Class 38 contains 42051 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6323 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133514 members 
Mstep: Class 44 contains 17182 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956032.000000 Penalty: 161989.984375
Iteration 261Q: 46 clusters Score -2.25956e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10970 members 
Mstep: Class 4 contains 12377 members 
Mstep: Class 5 contains 14786 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 126490 members 
Mstep: Class 8 contains 59404 members 
Mstep: Class 9 contains 59136 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29040 members 
Mstep: Class 14 contains 17981 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 255713 members 
Mstep: Class 17 contains 276509 members 
Mstep: Class 18 contains 188021 members 
Mstep: Class 19 contains 8445 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41114 members 
Mstep: Class 22 contains 11711 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 12698 members 
Mstep: Class 25 contains 82609 members 
Mstep: Class 26 contains 14472 members 
Mstep: Class 27 contains 35490 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 101559 members 
Mstep: Class 30 contains 23043 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 60780 members 
Mstep: Class 34 contains 29031 members 
Mstep: Class 35 contains 6829 members 
Mstep: Class 36 contains 37609 members 
Mstep: Class 37 contains 178246 members 
Mstep: Class 38 contains 42086 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6322 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133463 members 
Mstep: Class 44 contains 17229 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956320.000000 Penalty: 161989.984375
Iteration 262Q: 46 clusters Score -2.259563e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 12384 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 126423 members 
Mstep: Class 8 contains 59412 members 
Mstep: Class 9 contains 59122 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 12018 members 
Mstep: Class 13 contains 29014 members 
Mstep: Class 14 contains 17982 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 255798 members 
Mstep: Class 17 contains 276510 members 
Mstep: Class 18 contains 188025 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41115 members 
Mstep: Class 22 contains 11711 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 12663 members 
Mstep: Class 25 contains 82610 members 
Mstep: Class 26 contains 14680 members 
Mstep: Class 27 contains 35492 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 101372 members 
Mstep: Class 30 contains 23044 members 
Mstep: Class 31 contains 12275 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 60773 members 
Mstep: Class 34 contains 29003 members 
Mstep: Class 35 contains 6836 members 
Mstep: Class 36 contains 37605 members 
Mstep: Class 37 contains 178217 members 
Mstep: Class 38 contains 42131 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6323 members 
Mstep: Class 41 contains 1211 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133396 members 
Mstep: Class 44 contains 17275 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955888.000000 Penalty: 161989.984375
Iteration 263Q: 46 clusters Score -2.259559e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 12390 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 11045 members 
Mstep: Class 7 contains 126355 members 
Mstep: Class 8 contains 59413 members 
Mstep: Class 9 contains 59109 members 
Mstep: Class 10 contains 5955 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 28992 members 
Mstep: Class 14 contains 17988 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 16 contains 255901 members 
Mstep: Class 17 contains 276510 members 
Mstep: Class 18 contains 188024 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41113 members 
Mstep: Class 22 contains 11711 members 
Mstep: Class 23 contains 7117 members 
Mstep: Class 24 contains 12618 members 
Mstep: Class 25 contains 82620 members 
Mstep: Class 26 contains 14919 members 
Mstep: Class 27 contains 35485 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 101162 members 
Mstep: Class 30 contains 23046 members 
Mstep: Class 31 contains 12320 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 60772 members 
Mstep: Class 34 contains 28979 members 
Mstep: Class 35 contains 6837 members 
Mstep: Class 36 contains 37597 members 
Mstep: Class 37 contains 178181 members 
Mstep: Class 38 contains 42176 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6325 members 
Mstep: Class 41 contains 1210 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133335 members 
Mstep: Class 44 contains 17315 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956000.000000 Penalty: 161989.984375
Iteration 264Q: 46 clusters Score -2.25956e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 12391 members 
Mstep: Class 5 contains 14794 members 
Mstep: Class 6 contains 11046 members 
Mstep: Class 7 contains 126265 members 
Mstep: Class 8 contains 59419 members 
Mstep: Class 9 contains 59087 members 
Mstep: Class 10 contains 5958 members 
Mstep: Class 11 contains 6827 members 
Mstep: Class 12 contains 12019 members 
Mstep: Class 13 contains 28960 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 255972 members 
Mstep: Class 17 contains 276502 members 
Mstep: Class 18 contains 188014 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41114 members 
Mstep: Class 22 contains 11716 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 12569 members 
Mstep: Class 25 contains 82622 members 
Mstep: Class 26 contains 15187 members 
Mstep: Class 27 contains 35485 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 100973 members 
Mstep: Class 30 contains 23048 members 
Mstep: Class 31 contains 12361 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 60774 members 
Mstep: Class 34 contains 28951 members 
Mstep: Class 35 contains 6841 members 
Mstep: Class 36 contains 37588 members 
Mstep: Class 37 contains 178158 members 
Mstep: Class 38 contains 42226 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6323 members 
Mstep: Class 41 contains 1209 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133269 members 
Mstep: Class 44 contains 17365 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956160.000000 Penalty: 161989.984375
Iteration 265Q: 46 clusters Score -2.259562e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 12397 members 
Mstep: Class 5 contains 14796 members 
Mstep: Class 6 contains 11045 members 
Mstep: Class 7 contains 126200 members 
Mstep: Class 8 contains 59424 members 
Mstep: Class 9 contains 59077 members 
Mstep: Class 10 contains 5958 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 12020 members 
Mstep: Class 13 contains 28926 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 256064 members 
Mstep: Class 17 contains 276492 members 
Mstep: Class 18 contains 188016 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41114 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 12512 members 
Mstep: Class 25 contains 82615 members 
Mstep: Class 26 contains 15429 members 
Mstep: Class 27 contains 35487 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 100790 members 
Mstep: Class 30 contains 23051 members 
Mstep: Class 31 contains 12396 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 60772 members 
Mstep: Class 34 contains 28935 members 
Mstep: Class 35 contains 6843 members 
Mstep: Class 36 contains 37577 members 
Mstep: Class 37 contains 178134 members 
Mstep: Class 38 contains 42265 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6321 members 
Mstep: Class 41 contains 1208 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133210 members 
Mstep: Class 44 contains 17408 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956496.000000 Penalty: 161989.984375
Iteration 266Q: 46 clusters Score -2.259565e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10974 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 14789 members 
Mstep: Class 6 contains 11045 members 
Mstep: Class 7 contains 126124 members 
Mstep: Class 8 contains 59428 members 
Mstep: Class 9 contains 59059 members 
Mstep: Class 10 contains 5955 members 
Mstep: Class 11 contains 6830 members 
Mstep: Class 12 contains 12022 members 
Mstep: Class 13 contains 28893 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 256190 members 
Mstep: Class 17 contains 276486 members 
Mstep: Class 18 contains 188018 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41110 members 
Mstep: Class 22 contains 11721 members 
Mstep: Class 23 contains 7104 members 
Mstep: Class 24 contains 12463 members 
Mstep: Class 25 contains 82623 members 
Mstep: Class 26 contains 15677 members 
Mstep: Class 27 contains 35491 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 100613 members 
Mstep: Class 30 contains 23053 members 
Mstep: Class 31 contains 12417 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60771 members 
Mstep: Class 34 contains 28901 members 
Mstep: Class 35 contains 6848 members 
Mstep: Class 36 contains 37565 members 
Mstep: Class 37 contains 178104 members 
Mstep: Class 38 contains 42306 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6318 members 
Mstep: Class 41 contains 1208 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133149 members 
Mstep: Class 44 contains 17452 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956672.000000 Penalty: 161989.984375
Iteration 267Q: 46 clusters Score -2.259567e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10972 members 
Mstep: Class 4 contains 12406 members 
Mstep: Class 5 contains 14787 members 
Mstep: Class 6 contains 11044 members 
Mstep: Class 7 contains 126062 members 
Mstep: Class 8 contains 59423 members 
Mstep: Class 9 contains 59048 members 
Mstep: Class 10 contains 5953 members 
Mstep: Class 11 contains 6831 members 
Mstep: Class 12 contains 12020 members 
Mstep: Class 13 contains 28865 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 256308 members 
Mstep: Class 17 contains 276473 members 
Mstep: Class 18 contains 188019 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41103 members 
Mstep: Class 22 contains 11721 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 12424 members 
Mstep: Class 25 contains 82633 members 
Mstep: Class 26 contains 15917 members 
Mstep: Class 27 contains 35495 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 100445 members 
Mstep: Class 30 contains 23053 members 
Mstep: Class 31 contains 12467 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60765 members 
Mstep: Class 34 contains 28873 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 37556 members 
Mstep: Class 37 contains 178050 members 
Mstep: Class 38 contains 42347 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6320 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133090 members 
Mstep: Class 44 contains 17472 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957056.000000 Penalty: 161989.984375
Iteration 268Q: 46 clusters Score -2.259571e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 12411 members 
Mstep: Class 5 contains 14785 members 
Mstep: Class 6 contains 11045 members 
Mstep: Class 7 contains 125985 members 
Mstep: Class 8 contains 59427 members 
Mstep: Class 9 contains 59031 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 12023 members 
Mstep: Class 13 contains 28826 members 
Mstep: Class 14 contains 17994 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 256398 members 
Mstep: Class 17 contains 276468 members 
Mstep: Class 18 contains 188014 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41099 members 
Mstep: Class 22 contains 11719 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 12383 members 
Mstep: Class 25 contains 82644 members 
Mstep: Class 26 contains 16134 members 
Mstep: Class 27 contains 35503 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 100281 members 
Mstep: Class 30 contains 23060 members 
Mstep: Class 31 contains 12512 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 60764 members 
Mstep: Class 34 contains 28847 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 37554 members 
Mstep: Class 37 contains 178023 members 
Mstep: Class 38 contains 42389 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6318 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 133039 members 
Mstep: Class 44 contains 17494 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957168.000000 Penalty: 161989.984375
Iteration 269Q: 46 clusters Score -2.259572e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 12411 members 
Mstep: Class 5 contains 14785 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125933 members 
Mstep: Class 8 contains 59428 members 
Mstep: Class 9 contains 59011 members 
Mstep: Class 10 contains 5949 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 12024 members 
Mstep: Class 13 contains 28797 members 
Mstep: Class 14 contains 17999 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 256498 members 
Mstep: Class 17 contains 276453 members 
Mstep: Class 18 contains 188012 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41101 members 
Mstep: Class 22 contains 11718 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 12332 members 
Mstep: Class 25 contains 82644 members 
Mstep: Class 26 contains 16365 members 
Mstep: Class 27 contains 35505 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 100110 members 
Mstep: Class 30 contains 23066 members 
Mstep: Class 31 contains 12553 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60757 members 
Mstep: Class 34 contains 28830 members 
Mstep: Class 35 contains 6865 members 
Mstep: Class 36 contains 37546 members 
Mstep: Class 37 contains 177987 members 
Mstep: Class 38 contains 42416 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6319 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132982 members 
Mstep: Class 44 contains 17521 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957392.000000 Penalty: 161989.984375
Iteration 270Q: 46 clusters Score -2.259574e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10971 members 
Mstep: Class 4 contains 12415 members 
Mstep: Class 5 contains 14787 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125871 members 
Mstep: Class 8 contains 59426 members 
Mstep: Class 9 contains 58999 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 12029 members 
Mstep: Class 13 contains 28762 members 
Mstep: Class 14 contains 18001 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 256596 members 
Mstep: Class 17 contains 276429 members 
Mstep: Class 18 contains 188011 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41102 members 
Mstep: Class 22 contains 11719 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 12279 members 
Mstep: Class 25 contains 82645 members 
Mstep: Class 26 contains 16626 members 
Mstep: Class 27 contains 35509 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 99959 members 
Mstep: Class 30 contains 23072 members 
Mstep: Class 31 contains 12584 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60756 members 
Mstep: Class 34 contains 28817 members 
Mstep: Class 35 contains 6870 members 
Mstep: Class 36 contains 37543 members 
Mstep: Class 37 contains 177945 members 
Mstep: Class 38 contains 42445 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6319 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132913 members 
Mstep: Class 44 contains 17534 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957376.000000 Penalty: 161989.984375
Iteration 271Q: 46 clusters Score -2.259574e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 12418 members 
Mstep: Class 5 contains 14787 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125814 members 
Mstep: Class 8 contains 59429 members 
Mstep: Class 9 contains 58978 members 
Mstep: Class 10 contains 5946 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 12035 members 
Mstep: Class 13 contains 28740 members 
Mstep: Class 14 contains 18004 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 256636 members 
Mstep: Class 17 contains 276407 members 
Mstep: Class 18 contains 188017 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41104 members 
Mstep: Class 22 contains 11721 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 12224 members 
Mstep: Class 25 contains 82650 members 
Mstep: Class 26 contains 16858 members 
Mstep: Class 27 contains 35515 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 99835 members 
Mstep: Class 30 contains 23079 members 
Mstep: Class 31 contains 12625 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60748 members 
Mstep: Class 34 contains 28808 members 
Mstep: Class 35 contains 6870 members 
Mstep: Class 36 contains 37534 members 
Mstep: Class 37 contains 177926 members 
Mstep: Class 38 contains 42475 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6324 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132844 members 
Mstep: Class 44 contains 17550 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957344.000000 Penalty: 161989.984375
Iteration 272Q: 46 clusters Score -2.259573e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10968 members 
Mstep: Class 4 contains 12424 members 
Mstep: Class 5 contains 14786 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 125747 members 
Mstep: Class 8 contains 59427 members 
Mstep: Class 9 contains 58952 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28710 members 
Mstep: Class 14 contains 18003 members 
Mstep: Class 15 contains 7584 members 
Mstep: Class 16 contains 256679 members 
Mstep: Class 17 contains 276396 members 
Mstep: Class 18 contains 188015 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11723 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 12179 members 
Mstep: Class 25 contains 82653 members 
Mstep: Class 26 contains 17112 members 
Mstep: Class 27 contains 35518 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 99712 members 
Mstep: Class 30 contains 23087 members 
Mstep: Class 31 contains 12667 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60738 members 
Mstep: Class 34 contains 28794 members 
Mstep: Class 35 contains 6871 members 
Mstep: Class 36 contains 37526 members 
Mstep: Class 37 contains 177905 members 
Mstep: Class 38 contains 42499 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6325 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132789 members 
Mstep: Class 44 contains 17563 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957744.000000 Penalty: 161989.984375
Iteration 273Q: 46 clusters Score -2.259577e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10967 members 
Mstep: Class 4 contains 12428 members 
Mstep: Class 5 contains 14788 members 
Mstep: Class 6 contains 11045 members 
Mstep: Class 7 contains 125700 members 
Mstep: Class 8 contains 59432 members 
Mstep: Class 9 contains 58926 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 6836 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28685 members 
Mstep: Class 14 contains 17999 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 256720 members 
Mstep: Class 17 contains 276380 members 
Mstep: Class 18 contains 188014 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41115 members 
Mstep: Class 22 contains 11725 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 12142 members 
Mstep: Class 25 contains 82665 members 
Mstep: Class 26 contains 17323 members 
Mstep: Class 27 contains 35515 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 99602 members 
Mstep: Class 30 contains 23096 members 
Mstep: Class 31 contains 12705 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60728 members 
Mstep: Class 34 contains 28782 members 
Mstep: Class 35 contains 6873 members 
Mstep: Class 36 contains 37522 members 
Mstep: Class 37 contains 177876 members 
Mstep: Class 38 contains 42524 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6328 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132728 members 
Mstep: Class 44 contains 17583 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957632.000000 Penalty: 161989.984375
Iteration 274Q: 46 clusters Score -2.259576e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10971 members 
Mstep: Class 4 contains 12430 members 
Mstep: Class 5 contains 14789 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125661 members 
Mstep: Class 8 contains 59432 members 
Mstep: Class 9 contains 58899 members 
Mstep: Class 10 contains 5949 members 
Mstep: Class 11 contains 6838 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28667 members 
Mstep: Class 14 contains 17997 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 256750 members 
Mstep: Class 17 contains 276355 members 
Mstep: Class 18 contains 188009 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41122 members 
Mstep: Class 22 contains 11727 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 12119 members 
Mstep: Class 25 contains 82664 members 
Mstep: Class 26 contains 17522 members 
Mstep: Class 27 contains 35513 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 99503 members 
Mstep: Class 30 contains 23101 members 
Mstep: Class 31 contains 12741 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60722 members 
Mstep: Class 34 contains 28766 members 
Mstep: Class 35 contains 6873 members 
Mstep: Class 36 contains 37512 members 
Mstep: Class 37 contains 177859 members 
Mstep: Class 38 contains 42556 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6334 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132665 members 
Mstep: Class 44 contains 17600 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957856.000000 Penalty: 161989.984375
Iteration 275Q: 46 clusters Score -2.259579e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10973 members 
Mstep: Class 4 contains 12431 members 
Mstep: Class 5 contains 14792 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125617 members 
Mstep: Class 8 contains 59435 members 
Mstep: Class 9 contains 58886 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28649 members 
Mstep: Class 14 contains 18000 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 16 contains 256773 members 
Mstep: Class 17 contains 276335 members 
Mstep: Class 18 contains 188014 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 11727 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 12101 members 
Mstep: Class 25 contains 82661 members 
Mstep: Class 26 contains 17699 members 
Mstep: Class 27 contains 35509 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 99408 members 
Mstep: Class 30 contains 23103 members 
Mstep: Class 31 contains 12779 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60705 members 
Mstep: Class 34 contains 28761 members 
Mstep: Class 35 contains 6877 members 
Mstep: Class 36 contains 37497 members 
Mstep: Class 37 contains 177851 members 
Mstep: Class 38 contains 42590 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6340 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132598 members 
Mstep: Class 44 contains 17615 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957568.000000 Penalty: 161989.984375
Iteration 276Q: 46 clusters Score -2.259576e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10974 members 
Mstep: Class 4 contains 12437 members 
Mstep: Class 5 contains 14793 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125577 members 
Mstep: Class 8 contains 59436 members 
Mstep: Class 9 contains 58880 members 
Mstep: Class 10 contains 5949 members 
Mstep: Class 11 contains 6840 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28628 members 
Mstep: Class 14 contains 18003 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 256789 members 
Mstep: Class 17 contains 276320 members 
Mstep: Class 18 contains 188016 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 12079 members 
Mstep: Class 25 contains 82663 members 
Mstep: Class 26 contains 17873 members 
Mstep: Class 27 contains 35508 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 99316 members 
Mstep: Class 30 contains 23102 members 
Mstep: Class 31 contains 12809 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60692 members 
Mstep: Class 34 contains 28747 members 
Mstep: Class 35 contains 6877 members 
Mstep: Class 36 contains 37486 members 
Mstep: Class 37 contains 177842 members 
Mstep: Class 38 contains 42629 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6345 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132539 members 
Mstep: Class 44 contains 17637 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957680.000000 Penalty: 161989.984375
Iteration 277Q: 46 clusters Score -2.259577e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10972 members 
Mstep: Class 4 contains 12437 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125524 members 
Mstep: Class 8 contains 59434 members 
Mstep: Class 9 contains 58875 members 
Mstep: Class 10 contains 5949 members 
Mstep: Class 11 contains 6840 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28618 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 7598 members 
Mstep: Class 16 contains 256828 members 
Mstep: Class 17 contains 276306 members 
Mstep: Class 18 contains 188021 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11727 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 12052 members 
Mstep: Class 25 contains 82660 members 
Mstep: Class 26 contains 18031 members 
Mstep: Class 27 contains 35508 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 99224 members 
Mstep: Class 30 contains 23104 members 
Mstep: Class 31 contains 12842 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60671 members 
Mstep: Class 34 contains 28728 members 
Mstep: Class 35 contains 6882 members 
Mstep: Class 36 contains 37475 members 
Mstep: Class 37 contains 177835 members 
Mstep: Class 38 contains 42664 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6346 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132493 members 
Mstep: Class 44 contains 17649 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957632.000000 Penalty: 161989.984375
Iteration 278Q: 46 clusters Score -2.259576e+08 nChanged 653
Entering ConstructFrom: 
Score: -225957632.000000 Penalty: 161989.984375
Entering ConstructFrom: 
Trying to split cluster 1 (24267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Entering Unmasked Estep 
Score: -2740506.000000 Penalty: 2504.024414
	Iteration 0F: 2 clusters Score -2740506 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 12250 members 
Entering Unmasked Estep 
Score: -2723625.000000 Penalty: 5008.048828
	Iteration 0F: 3 clusters Score -2723625 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2729737.250000 Penalty: 5008.048828
	Iteration 1F: 3 clusters Score -2729737 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2730314.250000 Penalty: 5008.048828
	Iteration 2F: 3 clusters Score -2730314 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2730944.500000 Penalty: 5008.048828
	Iteration 3F: 3 clusters Score -2730944 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2731551.000000 Penalty: 5008.048828
	Iteration 4F: 3 clusters Score -2731551 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2732200.250000 Penalty: 5008.048828
	Iteration 5F: 3 clusters Score -2732200 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2732887.500000 Penalty: 5008.048828
	Iteration 6F: 3 clusters Score -2732888 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2733718.750000 Penalty: 5008.048828
	Iteration 7F: 3 clusters Score -2733719 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2734592.750000 Penalty: 5008.048828
	Iteration 8F: 3 clusters Score -2734593 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2735523.000000 Penalty: 5008.048828
	Iteration 9F: 3 clusters Score -2735523 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2736424.250000 Penalty: 5008.048828
	Iteration 10Q: 3 clusters Score -2736424 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2737321.250000 Penalty: 5008.048828
	Iteration 11Q: 3 clusters Score -2737321 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2738114.750000 Penalty: 5008.048828
	Iteration 12Q: 3 clusters Score -2738115 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2738597.250000 Penalty: 5008.048828
	Iteration 13Q: 3 clusters Score -2738597 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2738825.750000 Penalty: 5008.048828
	Iteration 14Q: 3 clusters Score -2738826 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2738948.000000 Penalty: 5008.048828
	Iteration 15Q: 3 clusters Score -2738948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2739000.250000 Penalty: 5008.048828
	Iteration 16Q: 3 clusters Score -2739000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2739040.500000 Penalty: 5008.048828
	Iteration 17Q: 3 clusters Score -2739040 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2739056.000000 Penalty: 5008.048828
	Iteration 18Q: 3 clusters Score -2739056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2739066.500000 Penalty: 5008.048828
	Iteration 19Q: 3 clusters Score -2739066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2739067.750000 Penalty: 5008.048828
	Iteration 20F: 3 clusters Score -2739068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2739066.000000 Penalty: 5008.048828
	Iteration 21Q: 3 clusters Score -2739066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2739072.250000 Penalty: 5008.048828
	Iteration 22Q: 3 clusters Score -2739072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2739076.000000 Penalty: 5008.048828
	Iteration 23Q: 3 clusters Score -2739076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2739079.250000 Penalty: 5008.048828
	Iteration 24Q: 3 clusters Score -2739079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2739081.250000 Penalty: 5008.048828
	Iteration 25Q: 3 clusters Score -2739081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2739082.500000 Penalty: 5008.048828
	Iteration 26Q: 3 clusters Score -2739082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2739082.250000 Penalty: 5008.048828
	Iteration 27Q: 3 clusters Score -2739082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2739081.500000 Penalty: 5008.048828
	Iteration 28Q: 3 clusters Score -2739082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2739085.750000 Penalty: 5008.048828
	Iteration 29Q: 3 clusters Score -2739086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2739088.250000 Penalty: 5008.048828
	Iteration 30Q: 3 clusters Score -2739088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2739091.000000 Penalty: 5008.048828
	Iteration 31Q: 3 clusters Score -2739091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2739093.750000 Penalty: 5008.048828
	Iteration 32Q: 3 clusters Score -2739094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2739095.000000 Penalty: 5008.048828
	Iteration 33Q: 3 clusters Score -2739095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2739093.250000 Penalty: 5008.048828
	Iteration 34Q: 3 clusters Score -2739093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2739095.250000 Penalty: 5008.048828
	Iteration 35Q: 3 clusters Score -2739095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2739093.250000 Penalty: 5008.048828
	Iteration 36Q: 3 clusters Score -2739093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2739098.000000 Penalty: 5008.048828
	Iteration 37Q: 3 clusters Score -2739098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2739097.250000 Penalty: 5008.048828
	Iteration 38Q: 3 clusters Score -2739097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2739099.250000 Penalty: 5008.048828
	Iteration 39Q: 3 clusters Score -2739099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2739100.250000 Penalty: 5008.048828
	Iteration 40F: 3 clusters Score -2739100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -86669.164062 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -86669.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84912.546875 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -84912.55 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85321.609375 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -85321.61 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85765.429688 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -85765.43 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86065.773438 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -86065.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86167.328125 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -86167.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86228.460938 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -86228.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -86277.398438 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -86277.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -86300.523438 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -86300.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -86313.062500 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -86313.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -86322.000000 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -86322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -86328.453125 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -86328.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -86338.007812 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -86338.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -86346.250000 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -86346.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -86357.273438 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -86357.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -86382.031250 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -86382.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86395.593750 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -86395.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86408.625000 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -86408.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86420.945312 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -86420.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86433.500000 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -86433.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86439.382812 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -86439.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -86440.812500 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -86440.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -86443.804688 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -86443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -86443.804688 Penalty: 3346.220459
	Iteration 22F: 3 clusters Score -86443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -1227076.375000 Penalty: 2307.237061
	Iteration 0F: 2 clusters Score -1227076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1218823.625000 Penalty: 4614.474121
	Iteration 0F: 3 clusters Score -1218824 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1221354.125000 Penalty: 4614.474121
	Iteration 1F: 3 clusters Score -1221354 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1221740.000000 Penalty: 4614.474121
	Iteration 2F: 3 clusters Score -1221740 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1222033.250000 Penalty: 4614.474121
	Iteration 3F: 3 clusters Score -1222033 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1222285.250000 Penalty: 4614.474121
	Iteration 4Q: 3 clusters Score -1222285 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1222547.250000 Penalty: 4614.474121
	Iteration 5Q: 3 clusters Score -1222547 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1222833.000000 Penalty: 4614.474121
	Iteration 6Q: 3 clusters Score -1222833 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1223095.875000 Penalty: 4614.474121
	Iteration 7Q: 3 clusters Score -1223096 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1223332.875000 Penalty: 4614.474121
	Iteration 8Q: 3 clusters Score -1223333 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1223525.750000 Penalty: 4614.474121
	Iteration 9Q: 3 clusters Score -1223526 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1223692.625000 Penalty: 4614.474121
	Iteration 10Q: 3 clusters Score -1223693 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1223860.250000 Penalty: 4614.474121
	Iteration 11Q: 3 clusters Score -1223860 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1223998.000000 Penalty: 4614.474121
	Iteration 12Q: 3 clusters Score -1223998 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1224101.125000 Penalty: 4614.474121
	Iteration 13Q: 3 clusters Score -1224101 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1224208.625000 Penalty: 4614.474121
	Iteration 14Q: 3 clusters Score -1224209 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1224303.125000 Penalty: 4614.474121
	Iteration 15Q: 3 clusters Score -1224303 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1224404.500000 Penalty: 4614.474121
	Iteration 16Q: 3 clusters Score -1224404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1224481.125000 Penalty: 4614.474121
	Iteration 17Q: 3 clusters Score -1224481 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1224539.750000 Penalty: 4614.474121
	Iteration 18Q: 3 clusters Score -1224540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1224587.500000 Penalty: 4614.474121
	Iteration 19Q: 3 clusters Score -1224588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1224621.500000 Penalty: 4614.474121
	Iteration 20F: 3 clusters Score -1224622 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1224648.500000 Penalty: 4614.474121
	Iteration 21Q: 3 clusters Score -1224648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1224677.375000 Penalty: 4614.474121
	Iteration 22Q: 3 clusters Score -1224677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1224710.875000 Penalty: 4614.474121
	Iteration 23Q: 3 clusters Score -1224711 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1224736.250000 Penalty: 4614.474121
	Iteration 24Q: 3 clusters Score -1224736 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1224762.125000 Penalty: 4614.474121
	Iteration 25Q: 3 clusters Score -1224762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1224775.750000 Penalty: 4614.474121
	Iteration 26Q: 3 clusters Score -1224776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1224777.625000 Penalty: 4614.474121
	Iteration 27Q: 3 clusters Score -1224778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1224786.500000 Penalty: 4614.474121
	Iteration 28Q: 3 clusters Score -1224786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1224793.500000 Penalty: 4614.474121
	Iteration 29Q: 3 clusters Score -1224794 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1224797.500000 Penalty: 4614.474121
	Iteration 30Q: 3 clusters Score -1224798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1224808.500000 Penalty: 4614.474121
	Iteration 31Q: 3 clusters Score -1224808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1224813.625000 Penalty: 4614.474121
	Iteration 32Q: 3 clusters Score -1224814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1224819.875000 Penalty: 4614.474121
	Iteration 33Q: 3 clusters Score -1224820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1224831.125000 Penalty: 4614.474121
	Iteration 34Q: 3 clusters Score -1224831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1224835.625000 Penalty: 4614.474121
	Iteration 35Q: 3 clusters Score -1224836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1224837.625000 Penalty: 4614.474121
	Iteration 36Q: 3 clusters Score -1224838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1224838.875000 Penalty: 4614.474121
	Iteration 37Q: 3 clusters Score -1224839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1224839.250000 Penalty: 4614.474121
	Iteration 38Q: 3 clusters Score -1224839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1224842.750000 Penalty: 4614.474121
	Iteration 39Q: 3 clusters Score -1224843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1224849.375000 Penalty: 4614.474121
	Iteration 40F: 3 clusters Score -1224849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1224856.375000 Penalty: 4614.474121
	Iteration 41Q: 3 clusters Score -1224856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1224860.125000 Penalty: 4614.474121
	Iteration 42Q: 3 clusters Score -1224860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1224866.750000 Penalty: 4614.474121
	Iteration 43Q: 3 clusters Score -1224867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1224871.125000 Penalty: 4614.474121
	Iteration 44Q: 3 clusters Score -1224871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1224874.500000 Penalty: 4614.474121
	Iteration 45Q: 3 clusters Score -1224874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1224877.000000 Penalty: 4614.474121
	Iteration 46Q: 3 clusters Score -1224877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1224887.000000 Penalty: 4614.474121
	Iteration 47Q: 3 clusters Score -1224887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1224892.625000 Penalty: 4614.474121
	Iteration 48Q: 3 clusters Score -1224893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1224906.250000 Penalty: 4614.474121
	Iteration 49Q: 3 clusters Score -1224906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1224915.000000 Penalty: 4614.474121
	Iteration 50Q: 3 clusters Score -1224915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1224931.625000 Penalty: 4614.474121
	Iteration 51Q: 3 clusters Score -1224932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1224953.875000 Penalty: 4614.474121
	Iteration 52Q: 3 clusters Score -1224954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1224981.250000 Penalty: 4614.474121
	Iteration 53Q: 3 clusters Score -1224981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1225004.750000 Penalty: 4614.474121
	Iteration 54Q: 3 clusters Score -1225005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1225027.250000 Penalty: 4614.474121
	Iteration 55Q: 3 clusters Score -1225027 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1225058.250000 Penalty: 4614.474121
	Iteration 56Q: 3 clusters Score -1225058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1225086.250000 Penalty: 4614.474121
	Iteration 57Q: 3 clusters Score -1225086 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1225119.375000 Penalty: 4614.474121
	Iteration 58Q: 3 clusters Score -1225119 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1225152.250000 Penalty: 4614.474121
	Iteration 59Q: 3 clusters Score -1225152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1225193.250000 Penalty: 4614.474121
	Iteration 60F: 3 clusters Score -1225193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1225232.500000 Penalty: 4614.474121
	Iteration 61Q: 3 clusters Score -1225232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1225269.625000 Penalty: 4614.474121
	Iteration 62Q: 3 clusters Score -1225270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1225302.375000 Penalty: 4614.474121
	Iteration 63Q: 3 clusters Score -1225302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1225321.000000 Penalty: 4614.474121
	Iteration 64Q: 3 clusters Score -1225321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1225346.500000 Penalty: 4614.474121
	Iteration 65Q: 3 clusters Score -1225346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1225367.625000 Penalty: 4614.474121
	Iteration 66Q: 3 clusters Score -1225368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1225385.125000 Penalty: 4614.474121
	Iteration 67Q: 3 clusters Score -1225385 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1225388.000000 Penalty: 4614.474121
	Iteration 68Q: 3 clusters Score -1225388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1225402.000000 Penalty: 4614.474121
	Iteration 69Q: 3 clusters Score -1225402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1225413.500000 Penalty: 4614.474121
	Iteration 70Q: 3 clusters Score -1225414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1225425.375000 Penalty: 4614.474121
	Iteration 71Q: 3 clusters Score -1225425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1225434.750000 Penalty: 4614.474121
	Iteration 72Q: 3 clusters Score -1225435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1225443.250000 Penalty: 4614.474121
	Iteration 73Q: 3 clusters Score -1225443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1225459.125000 Penalty: 4614.474121
	Iteration 74Q: 3 clusters Score -1225459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1225465.500000 Penalty: 4614.474121
	Iteration 75Q: 3 clusters Score -1225466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1225472.625000 Penalty: 4614.474121
	Iteration 76Q: 3 clusters Score -1225473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1225474.875000 Penalty: 4614.474121
	Iteration 77Q: 3 clusters Score -1225475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1225476.625000 Penalty: 4614.474121
	Iteration 78Q: 3 clusters Score -1225477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1225479.125000 Penalty: 4614.474121
	Iteration 79Q: 3 clusters Score -1225479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1225483.250000 Penalty: 4614.474121
	Iteration 80F: 3 clusters Score -1225483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1225483.500000 Penalty: 4614.474121
	Iteration 81Q: 3 clusters Score -1225484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1225486.250000 Penalty: 4614.474121
	Iteration 82Q: 3 clusters Score -1225486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1225489.625000 Penalty: 4614.474121
	Iteration 83Q: 3 clusters Score -1225490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1225489.125000 Penalty: 4614.474121
	Iteration 84Q: 3 clusters Score -1225489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1225490.250000 Penalty: 4614.474121
	Iteration 85Q: 3 clusters Score -1225490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1225491.875000 Penalty: 4614.474121
	Iteration 86Q: 3 clusters Score -1225492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1225492.125000 Penalty: 4614.474121
	Iteration 87Q: 3 clusters Score -1225492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1225492.250000 Penalty: 4614.474121
	Iteration 88Q: 3 clusters Score -1225492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1225495.000000 Penalty: 4614.474121
	Iteration 89Q: 3 clusters Score -1225495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1225493.625000 Penalty: 4614.474121
	Iteration 90Q: 3 clusters Score -1225494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1225493.625000 Penalty: 4614.474121
	Iteration 91F: 3 clusters Score -1225494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Entering Unmasked Estep 
Score: -1372707.500000 Penalty: 2338.230957
	Iteration 0F: 2 clusters Score -1372708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1363492.875000 Penalty: 4676.461914
	Iteration 0F: 3 clusters Score -1363493 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1366324.625000 Penalty: 4676.461914
	Iteration 1F: 3 clusters Score -1366325 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1366817.750000 Penalty: 4676.461914
	Iteration 2F: 3 clusters Score -1366818 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1367473.625000 Penalty: 4676.461914
	Iteration 3F: 3 clusters Score -1367474 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1368390.750000 Penalty: 4676.461914
	Iteration 4F: 3 clusters Score -1368391 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1369369.750000 Penalty: 4676.461914
	Iteration 5F: 3 clusters Score -1369370 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1370227.125000 Penalty: 4676.461914
	Iteration 6F: 3 clusters Score -1370227 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1370802.500000 Penalty: 4676.461914
	Iteration 7F: 3 clusters Score -1370802 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1371178.875000 Penalty: 4676.461914
	Iteration 8Q: 3 clusters Score -1371179 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1371394.250000 Penalty: 4676.461914
	Iteration 9Q: 3 clusters Score -1371394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1371542.000000 Penalty: 4676.461914
	Iteration 10Q: 3 clusters Score -1371542 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1371624.125000 Penalty: 4676.461914
	Iteration 11Q: 3 clusters Score -1371624 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1371680.125000 Penalty: 4676.461914
	Iteration 12Q: 3 clusters Score -1371680 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1371723.125000 Penalty: 4676.461914
	Iteration 13Q: 3 clusters Score -1371723 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1371758.250000 Penalty: 4676.461914
	Iteration 14Q: 3 clusters Score -1371758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1371781.875000 Penalty: 4676.461914
	Iteration 15Q: 3 clusters Score -1371782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1371805.375000 Penalty: 4676.461914
	Iteration 16Q: 3 clusters Score -1371805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1371819.875000 Penalty: 4676.461914
	Iteration 17Q: 3 clusters Score -1371820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1371823.125000 Penalty: 4676.461914
	Iteration 18Q: 3 clusters Score -1371823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1371830.375000 Penalty: 4676.461914
	Iteration 19Q: 3 clusters Score -1371830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1371841.375000 Penalty: 4676.461914
	Iteration 20F: 3 clusters Score -1371841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1371847.000000 Penalty: 4676.461914
	Iteration 21Q: 3 clusters Score -1371847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1371855.125000 Penalty: 4676.461914
	Iteration 22Q: 3 clusters Score -1371855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1371857.875000 Penalty: 4676.461914
	Iteration 23Q: 3 clusters Score -1371858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1371861.000000 Penalty: 4676.461914
	Iteration 24Q: 3 clusters Score -1371861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1371869.250000 Penalty: 4676.461914
	Iteration 25Q: 3 clusters Score -1371869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1371876.000000 Penalty: 4676.461914
	Iteration 26Q: 3 clusters Score -1371876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1371877.375000 Penalty: 4676.461914
	Iteration 27Q: 3 clusters Score -1371877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1371878.250000 Penalty: 4676.461914
	Iteration 28Q: 3 clusters Score -1371878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1371881.000000 Penalty: 4676.461914
	Iteration 29Q: 3 clusters Score -1371881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1371882.000000 Penalty: 4676.461914
	Iteration 30Q: 3 clusters Score -1371882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1371886.625000 Penalty: 4676.461914
	Iteration 31Q: 3 clusters Score -1371887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1371889.625000 Penalty: 4676.461914
	Iteration 32Q: 3 clusters Score -1371890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1371893.125000 Penalty: 4676.461914
	Iteration 33Q: 3 clusters Score -1371893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1371891.875000 Penalty: 4676.461914
	Iteration 34Q: 3 clusters Score -1371892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1371893.625000 Penalty: 4676.461914
	Iteration 35Q: 3 clusters Score -1371894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1371894.125000 Penalty: 4676.461914
	Iteration 36Q: 3 clusters Score -1371894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1371891.750000 Penalty: 4676.461914
	Iteration 37Q: 3 clusters Score -1371892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1371894.250000 Penalty: 4676.461914
	Iteration 38Q: 3 clusters Score -1371894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1371894.250000 Penalty: 4676.461914
	Iteration 39F: 3 clusters Score -1371894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Entering Unmasked Estep 
Score: -1752713.625000 Penalty: 2381.306885
	Iteration 0F: 2 clusters Score -1752714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1742038.250000 Penalty: 4762.613770
	Iteration 0F: 3 clusters Score -1742038 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1745498.750000 Penalty: 4762.613770
	Iteration 1F: 3 clusters Score -1745499 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1745903.000000 Penalty: 4762.613770
	Iteration 2F: 3 clusters Score -1745903 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1746254.625000 Penalty: 4762.613770
	Iteration 3F: 3 clusters Score -1746255 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1746562.375000 Penalty: 4762.613770
	Iteration 4Q: 3 clusters Score -1746562 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1746827.875000 Penalty: 4762.613770
	Iteration 5Q: 3 clusters Score -1746828 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1747102.625000 Penalty: 4762.613770
	Iteration 6Q: 3 clusters Score -1747103 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1747378.625000 Penalty: 4762.613770
	Iteration 7Q: 3 clusters Score -1747379 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1747670.875000 Penalty: 4762.613770
	Iteration 8Q: 3 clusters Score -1747671 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1747974.750000 Penalty: 4762.613770
	Iteration 9Q: 3 clusters Score -1747975 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1748284.000000 Penalty: 4762.613770
	Iteration 10Q: 3 clusters Score -1748284 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1748547.875000 Penalty: 4762.613770
	Iteration 11Q: 3 clusters Score -1748548 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1748769.500000 Penalty: 4762.613770
	Iteration 12Q: 3 clusters Score -1748770 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1748944.250000 Penalty: 4762.613770
	Iteration 13Q: 3 clusters Score -1748944 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1749097.500000 Penalty: 4762.613770
	Iteration 14Q: 3 clusters Score -1749098 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1749204.000000 Penalty: 4762.613770
	Iteration 15Q: 3 clusters Score -1749204 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1749293.750000 Penalty: 4762.613770
	Iteration 16Q: 3 clusters Score -1749294 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1749357.625000 Penalty: 4762.613770
	Iteration 17Q: 3 clusters Score -1749358 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1749426.000000 Penalty: 4762.613770
	Iteration 18Q: 3 clusters Score -1749426 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1749469.000000 Penalty: 4762.613770
	Iteration 19Q: 3 clusters Score -1749469 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1749514.750000 Penalty: 4762.613770
	Iteration 20F: 3 clusters Score -1749515 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1749552.250000 Penalty: 4762.613770
	Iteration 21Q: 3 clusters Score -1749552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1749582.375000 Penalty: 4762.613770
	Iteration 22Q: 3 clusters Score -1749582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1749607.875000 Penalty: 4762.613770
	Iteration 23Q: 3 clusters Score -1749608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1749635.875000 Penalty: 4762.613770
	Iteration 24Q: 3 clusters Score -1749636 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1749670.500000 Penalty: 4762.613770
	Iteration 25Q: 3 clusters Score -1749670 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1749701.500000 Penalty: 4762.613770
	Iteration 26Q: 3 clusters Score -1749702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1749730.000000 Penalty: 4762.613770
	Iteration 27Q: 3 clusters Score -1749730 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1749760.250000 Penalty: 4762.613770
	Iteration 28Q: 3 clusters Score -1749760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1749783.875000 Penalty: 4762.613770
	Iteration 29Q: 3 clusters Score -1749784 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1749810.875000 Penalty: 4762.613770
	Iteration 30Q: 3 clusters Score -1749811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1749829.875000 Penalty: 4762.613770
	Iteration 31Q: 3 clusters Score -1749830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1749853.500000 Penalty: 4762.613770
	Iteration 32Q: 3 clusters Score -1749854 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1749889.875000 Penalty: 4762.613770
	Iteration 33Q: 3 clusters Score -1749890 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1749915.750000 Penalty: 4762.613770
	Iteration 34Q: 3 clusters Score -1749916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1749947.125000 Penalty: 4762.613770
	Iteration 35Q: 3 clusters Score -1749947 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1749978.875000 Penalty: 4762.613770
	Iteration 36Q: 3 clusters Score -1749979 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1750010.375000 Penalty: 4762.613770
	Iteration 37Q: 3 clusters Score -1750010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1750039.000000 Penalty: 4762.613770
	Iteration 38Q: 3 clusters Score -1750039 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1750071.250000 Penalty: 4762.613770
	Iteration 39Q: 3 clusters Score -1750071 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1750100.375000 Penalty: 4762.613770
	Iteration 40F: 3 clusters Score -1750100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1750127.500000 Penalty: 4762.613770
	Iteration 41Q: 3 clusters Score -1750128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1750151.500000 Penalty: 4762.613770
	Iteration 42Q: 3 clusters Score -1750152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1750171.375000 Penalty: 4762.613770
	Iteration 43Q: 3 clusters Score -1750171 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1750199.125000 Penalty: 4762.613770
	Iteration 44Q: 3 clusters Score -1750199 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1750225.250000 Penalty: 4762.613770
	Iteration 45Q: 3 clusters Score -1750225 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1750263.375000 Penalty: 4762.613770
	Iteration 46Q: 3 clusters Score -1750263 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1750293.000000 Penalty: 4762.613770
	Iteration 47Q: 3 clusters Score -1750293 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1750323.000000 Penalty: 4762.613770
	Iteration 48Q: 3 clusters Score -1750323 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1750346.375000 Penalty: 4762.613770
	Iteration 49Q: 3 clusters Score -1750346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1750376.375000 Penalty: 4762.613770
	Iteration 50Q: 3 clusters Score -1750376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1750400.875000 Penalty: 4762.613770
	Iteration 51Q: 3 clusters Score -1750401 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1750429.125000 Penalty: 4762.613770
	Iteration 52Q: 3 clusters Score -1750429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1750452.375000 Penalty: 4762.613770
	Iteration 53Q: 3 clusters Score -1750452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1750488.125000 Penalty: 4762.613770
	Iteration 54Q: 3 clusters Score -1750488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1750510.625000 Penalty: 4762.613770
	Iteration 55Q: 3 clusters Score -1750511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1750525.500000 Penalty: 4762.613770
	Iteration 56Q: 3 clusters Score -1750526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1750540.500000 Penalty: 4762.613770
	Iteration 57Q: 3 clusters Score -1750540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1750562.625000 Penalty: 4762.613770
	Iteration 58Q: 3 clusters Score -1750563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1750574.250000 Penalty: 4762.613770
	Iteration 59Q: 3 clusters Score -1750574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1750588.500000 Penalty: 4762.613770
	Iteration 60F: 3 clusters Score -1750588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1750604.750000 Penalty: 4762.613770
	Iteration 61Q: 3 clusters Score -1750605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1750617.375000 Penalty: 4762.613770
	Iteration 62Q: 3 clusters Score -1750617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1750634.250000 Penalty: 4762.613770
	Iteration 63Q: 3 clusters Score -1750634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1750641.000000 Penalty: 4762.613770
	Iteration 64Q: 3 clusters Score -1750641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1750645.375000 Penalty: 4762.613770
	Iteration 65Q: 3 clusters Score -1750645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1750651.250000 Penalty: 4762.613770
	Iteration 66Q: 3 clusters Score -1750651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -1750659.500000 Penalty: 4762.613770
	Iteration 67Q: 3 clusters Score -1750660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1750663.375000 Penalty: 4762.613770
	Iteration 68Q: 3 clusters Score -1750663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1750667.750000 Penalty: 4762.613770
	Iteration 69Q: 3 clusters Score -1750668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1750673.750000 Penalty: 4762.613770
	Iteration 70Q: 3 clusters Score -1750674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1750680.000000 Penalty: 4762.613770
	Iteration 71Q: 3 clusters Score -1750680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -1750685.875000 Penalty: 4762.613770
	Iteration 72Q: 3 clusters Score -1750686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1750690.875000 Penalty: 4762.613770
	Iteration 73Q: 3 clusters Score -1750691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1750696.375000 Penalty: 4762.613770
	Iteration 74Q: 3 clusters Score -1750696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1750706.625000 Penalty: 4762.613770
	Iteration 75Q: 3 clusters Score -1750707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1750715.250000 Penalty: 4762.613770
	Iteration 76Q: 3 clusters Score -1750715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1750719.250000 Penalty: 4762.613770
	Iteration 77Q: 3 clusters Score -1750719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1750721.250000 Penalty: 4762.613770
	Iteration 78Q: 3 clusters Score -1750721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1750721.625000 Penalty: 4762.613770
	Iteration 79Q: 3 clusters Score -1750722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -1750722.250000 Penalty: 4762.613770
	Iteration 80F: 3 clusters Score -1750722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -1750724.500000 Penalty: 4762.613770
	Iteration 81Q: 3 clusters Score -1750724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1750725.875000 Penalty: 4762.613770
	Iteration 82Q: 3 clusters Score -1750726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1750725.500000 Penalty: 4762.613770
	Iteration 83Q: 3 clusters Score -1750726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1750725.500000 Penalty: 4762.613770
	Iteration 84F: 3 clusters Score -1750726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Entering Unmasked Estep 
Score: -1201931.500000 Penalty: 2308.858887
	Iteration 0F: 2 clusters Score -1201932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1193654.125000 Penalty: 4617.717773
	Iteration 0F: 3 clusters Score -1193654 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1196318.500000 Penalty: 4617.717773
	Iteration 1F: 3 clusters Score -1196318 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1196815.750000 Penalty: 4617.717773
	Iteration 2F: 3 clusters Score -1196816 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1197264.625000 Penalty: 4617.717773
	Iteration 3F: 3 clusters Score -1197265 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1197744.250000 Penalty: 4617.717773
	Iteration 4F: 3 clusters Score -1197744 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1198239.625000 Penalty: 4617.717773
	Iteration 5F: 3 clusters Score -1198240 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1198676.125000 Penalty: 4617.717773
	Iteration 6F: 3 clusters Score -1198676 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1199076.500000 Penalty: 4617.717773
	Iteration 7F: 3 clusters Score -1199076 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1199425.875000 Penalty: 4617.717773
	Iteration 8Q: 3 clusters Score -1199426 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1199741.500000 Penalty: 4617.717773
	Iteration 9Q: 3 clusters Score -1199742 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1199999.375000 Penalty: 4617.717773
	Iteration 10Q: 3 clusters Score -1199999 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1200216.750000 Penalty: 4617.717773
	Iteration 11Q: 3 clusters Score -1200217 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1200386.750000 Penalty: 4617.717773
	Iteration 12Q: 3 clusters Score -1200387 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1200508.625000 Penalty: 4617.717773
	Iteration 13Q: 3 clusters Score -1200509 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1200594.875000 Penalty: 4617.717773
	Iteration 14Q: 3 clusters Score -1200595 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1200669.625000 Penalty: 4617.717773
	Iteration 15Q: 3 clusters Score -1200670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1200728.250000 Penalty: 4617.717773
	Iteration 16Q: 3 clusters Score -1200728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1200771.250000 Penalty: 4617.717773
	Iteration 17Q: 3 clusters Score -1200771 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1200806.625000 Penalty: 4617.717773
	Iteration 18Q: 3 clusters Score -1200807 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1200826.750000 Penalty: 4617.717773
	Iteration 19Q: 3 clusters Score -1200827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1200844.375000 Penalty: 4617.717773
	Iteration 20F: 3 clusters Score -1200844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1200856.875000 Penalty: 4617.717773
	Iteration 21Q: 3 clusters Score -1200857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1200869.750000 Penalty: 4617.717773
	Iteration 22Q: 3 clusters Score -1200870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1200877.250000 Penalty: 4617.717773
	Iteration 23Q: 3 clusters Score -1200877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1200887.625000 Penalty: 4617.717773
	Iteration 24Q: 3 clusters Score -1200888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1200892.875000 Penalty: 4617.717773
	Iteration 25Q: 3 clusters Score -1200893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1200895.875000 Penalty: 4617.717773
	Iteration 26Q: 3 clusters Score -1200896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1200898.375000 Penalty: 4617.717773
	Iteration 27Q: 3 clusters Score -1200898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1200903.000000 Penalty: 4617.717773
	Iteration 28Q: 3 clusters Score -1200903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1200906.375000 Penalty: 4617.717773
	Iteration 29Q: 3 clusters Score -1200906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1200906.500000 Penalty: 4617.717773
	Iteration 30Q: 3 clusters Score -1200906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1200907.500000 Penalty: 4617.717773
	Iteration 31Q: 3 clusters Score -1200908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1200911.750000 Penalty: 4617.717773
	Iteration 32Q: 3 clusters Score -1200912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1200912.875000 Penalty: 4617.717773
	Iteration 33Q: 3 clusters Score -1200913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1200919.375000 Penalty: 4617.717773
	Iteration 34Q: 3 clusters Score -1200919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1200922.750000 Penalty: 4617.717773
	Iteration 35Q: 3 clusters Score -1200923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1200925.375000 Penalty: 4617.717773
	Iteration 36Q: 3 clusters Score -1200925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1200928.000000 Penalty: 4617.717773
	Iteration 37Q: 3 clusters Score -1200928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1200927.875000 Penalty: 4617.717773
	Iteration 38Q: 3 clusters Score -1200928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1200930.750000 Penalty: 4617.717773
	Iteration 39Q: 3 clusters Score -1200931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1200931.750000 Penalty: 4617.717773
	Iteration 40F: 3 clusters Score -1200932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1200932.375000 Penalty: 4617.717773
	Iteration 41Q: 3 clusters Score -1200932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1200930.500000 Penalty: 4617.717773
	Iteration 42Q: 3 clusters Score -1200930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1200930.625000 Penalty: 4617.717773
	Iteration 43Q: 3 clusters Score -1200931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1200931.625000 Penalty: 4617.717773
	Iteration 44Q: 3 clusters Score -1200932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1200931.625000 Penalty: 4617.717773
	Iteration 45F: 3 clusters Score -1200932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (125481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125481 members 
Entering Unmasked Estep 
Score: -14363858.000000 Penalty: 2911.497559
	Iteration 0F: 2 clusters Score -1.436386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -14279712.000000 Penalty: 5822.995117
	Iteration 0F: 3 clusters Score -1.427971e+07 nChanged 59829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -14314075.000000 Penalty: 5822.995117
	Iteration 1F: 3 clusters Score -1.431408e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -14314830.000000 Penalty: 5822.995117
	Iteration 2Q: 3 clusters Score -1.431483e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -14315765.000000 Penalty: 5822.995117
	Iteration 3Q: 3 clusters Score -1.431576e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -14316695.000000 Penalty: 5822.995117
	Iteration 4Q: 3 clusters Score -1.43167e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -14318468.000000 Penalty: 5822.995117
	Iteration 5Q: 3 clusters Score -1.431847e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -14321869.000000 Penalty: 5822.995117
	Iteration 6F: 3 clusters Score -1.432187e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -14328357.000000 Penalty: 5822.995117
	Iteration 7F: 3 clusters Score -1.432836e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -14338090.000000 Penalty: 5822.995117
	Iteration 8F: 3 clusters Score -1.433809e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 113324 members 
Entering Unmasked Estep 
Score: -14349346.000000 Penalty: 5822.995117
	Iteration 9F: 3 clusters Score -1.434935e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -14356991.000000 Penalty: 5822.995117
	Iteration 10F: 3 clusters Score -1.435699e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -14359916.000000 Penalty: 5822.995117
	Iteration 11Q: 3 clusters Score -1.435992e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 124889 members 
Entering Unmasked Estep 
Score: -14360670.000000 Penalty: 5822.995117
	Iteration 12Q: 3 clusters Score -1.436067e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -14360957.000000 Penalty: 5822.995117
	Iteration 13Q: 3 clusters Score -1.436096e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 125222 members 
Entering Unmasked Estep 
Score: -14361094.000000 Penalty: 5822.995117
	Iteration 14Q: 3 clusters Score -1.436109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 125243 members 
Entering Unmasked Estep 
Score: -14361141.000000 Penalty: 5822.995117
	Iteration 15Q: 3 clusters Score -1.436114e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 125259 members 
Entering Unmasked Estep 
Score: -14361192.000000 Penalty: 5822.995117
	Iteration 16Q: 3 clusters Score -1.436119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 125268 members 
Entering Unmasked Estep 
Score: -14361218.000000 Penalty: 5822.995117
	Iteration 17Q: 3 clusters Score -1.436122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -14361209.000000 Penalty: 5822.995117
	Iteration 18Q: 3 clusters Score -1.436121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 125271 members 
Entering Unmasked Estep 
Score: -14361215.000000 Penalty: 5822.995117
	Iteration 19Q: 3 clusters Score -1.436122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -14361216.000000 Penalty: 5822.995117
	Iteration 20F: 3 clusters Score -1.436122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125272 members 
Entering Unmasked Estep 
Score: -14361220.000000 Penalty: 5822.995117
	Iteration 21Q: 3 clusters Score -1.436122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125272 members 
Entering Unmasked Estep 
Score: -14361220.000000 Penalty: 5822.995117
	Iteration 22F: 3 clusters Score -1.436122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Entering Unmasked Estep 
Score: -6898335.500000 Penalty: 2726.170166
	Iteration 0F: 2 clusters Score -6898336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -6858469.500000 Penalty: 5452.340332
	Iteration 0F: 3 clusters Score -6858470 nChanged 27595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6873756.500000 Penalty: 5452.340332
	Iteration 1F: 3 clusters Score -6873756 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -6874270.500000 Penalty: 5452.340332
	Iteration 2Q: 3 clusters Score -6874270 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -6874794.000000 Penalty: 5452.340332
	Iteration 3Q: 3 clusters Score -6874794 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -6875279.500000 Penalty: 5452.340332
	Iteration 4Q: 3 clusters Score -6875280 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -6875860.000000 Penalty: 5452.340332
	Iteration 5Q: 3 clusters Score -6875860 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -6876683.500000 Penalty: 5452.340332
	Iteration 6Q: 3 clusters Score -6876684 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6878082.000000 Penalty: 5452.340332
	Iteration 7Q: 3 clusters Score -6878082 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -6880435.500000 Penalty: 5452.340332
	Iteration 8F: 3 clusters Score -6880436 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -6883770.500000 Penalty: 5452.340332
	Iteration 9F: 3 clusters Score -6883770 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -6887701.000000 Penalty: 5452.340332
	Iteration 10F: 3 clusters Score -6887701 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -6891132.500000 Penalty: 5452.340332
	Iteration 11F: 3 clusters Score -6891132 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6893335.500000 Penalty: 5452.340332
	Iteration 12Q: 3 clusters Score -6893336 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57049 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6894622.500000 Penalty: 5452.340332
	Iteration 13Q: 3 clusters Score -6894622 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6895298.500000 Penalty: 5452.340332
	Iteration 14Q: 3 clusters Score -6895298 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6895621.000000 Penalty: 5452.340332
	Iteration 15Q: 3 clusters Score -6895621 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6895791.500000 Penalty: 5452.340332
	Iteration 16Q: 3 clusters Score -6895792 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6895891.000000 Penalty: 5452.340332
	Iteration 17Q: 3 clusters Score -6895891 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6895930.500000 Penalty: 5452.340332
	Iteration 18Q: 3 clusters Score -6895930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -6895970.500000 Penalty: 5452.340332
	Iteration 19Q: 3 clusters Score -6895970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6895997.000000 Penalty: 5452.340332
	Iteration 20F: 3 clusters Score -6895997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6896035.500000 Penalty: 5452.340332
	Iteration 21Q: 3 clusters Score -6896036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6896046.500000 Penalty: 5452.340332
	Iteration 22Q: 3 clusters Score -6896046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6896052.000000 Penalty: 5452.340332
	Iteration 23Q: 3 clusters Score -6896052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6896071.000000 Penalty: 5452.340332
	Iteration 24Q: 3 clusters Score -6896071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6896078.500000 Penalty: 5452.340332
	Iteration 25Q: 3 clusters Score -6896078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6896086.000000 Penalty: 5452.340332
	Iteration 26Q: 3 clusters Score -6896086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6896096.000000 Penalty: 5452.340332
	Iteration 27Q: 3 clusters Score -6896096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6896086.000000 Penalty: 5452.340332
	Iteration 28Q: 3 clusters Score -6896086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6896094.000000 Penalty: 5452.340332
	Iteration 29Q: 3 clusters Score -6896094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6896094.500000 Penalty: 5452.340332
	Iteration 30Q: 3 clusters Score -6896094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6896099.000000 Penalty: 5452.340332
	Iteration 31Q: 3 clusters Score -6896099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6896104.000000 Penalty: 5452.340332
	Iteration 32Q: 3 clusters Score -6896104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6896100.000000 Penalty: 5452.340332
	Iteration 33Q: 3 clusters Score -6896100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6896099.000000 Penalty: 5452.340332
	Iteration 34Q: 3 clusters Score -6896099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6896101.500000 Penalty: 5452.340332
	Iteration 35Q: 3 clusters Score -6896102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6896095.000000 Penalty: 5452.340332
	Iteration 36Q: 3 clusters Score -6896095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6896095.000000 Penalty: 5452.340332
	Iteration 37F: 3 clusters Score -6896095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Entering Unmasked Estep 
Score: -6862767.000000 Penalty: 2723.822510
	Iteration 0F: 2 clusters Score -6862767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6823470.000000 Penalty: 5447.645020
	Iteration 0F: 3 clusters Score -6823470 nChanged 27404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -6839069.500000 Penalty: 5447.645020
	Iteration 1F: 3 clusters Score -6839070 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -6839905.000000 Penalty: 5447.645020
	Iteration 2Q: 3 clusters Score -6839905 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -6840879.000000 Penalty: 5447.645020
	Iteration 3Q: 3 clusters Score -6840879 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -6842274.500000 Penalty: 5447.645020
	Iteration 4F: 3 clusters Score -6842274 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -6844533.000000 Penalty: 5447.645020
	Iteration 5F: 3 clusters Score -6844533 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -6847730.000000 Penalty: 5447.645020
	Iteration 6F: 3 clusters Score -6847730 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6851501.500000 Penalty: 5447.645020
	Iteration 7F: 3 clusters Score -6851502 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -6855017.500000 Penalty: 5447.645020
	Iteration 8F: 3 clusters Score -6855018 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 55023 members 
Entering Unmasked Estep 
Score: -6857443.500000 Penalty: 5447.645020
	Iteration 9Q: 3 clusters Score -6857444 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -6858812.500000 Penalty: 5447.645020
	Iteration 10Q: 3 clusters Score -6858812 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -6859529.000000 Penalty: 5447.645020
	Iteration 11Q: 3 clusters Score -6859529 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -6859886.500000 Penalty: 5447.645020
	Iteration 12Q: 3 clusters Score -6859886 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -6860075.000000 Penalty: 5447.645020
	Iteration 13Q: 3 clusters Score -6860075 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -6860198.500000 Penalty: 5447.645020
	Iteration 14Q: 3 clusters Score -6860198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -6860255.500000 Penalty: 5447.645020
	Iteration 15Q: 3 clusters Score -6860256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -6860277.500000 Penalty: 5447.645020
	Iteration 16Q: 3 clusters Score -6860278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 58438 members 
Entering Unmasked Estep 
Score: -6860299.000000 Penalty: 5447.645020
	Iteration 17Q: 3 clusters Score -6860299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -6860328.500000 Penalty: 5447.645020
	Iteration 18Q: 3 clusters Score -6860328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -6860348.500000 Penalty: 5447.645020
	Iteration 19Q: 3 clusters Score -6860348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -6860355.500000 Penalty: 5447.645020
	Iteration 20F: 3 clusters Score -6860356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 58490 members 
Entering Unmasked Estep 
Score: -6860379.000000 Penalty: 5447.645020
	Iteration 21Q: 3 clusters Score -6860379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -6860396.000000 Penalty: 5447.645020
	Iteration 22Q: 3 clusters Score -6860396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -6860414.000000 Penalty: 5447.645020
	Iteration 23Q: 3 clusters Score -6860414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -6860438.000000 Penalty: 5447.645020
	Iteration 24Q: 3 clusters Score -6860438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -6860448.500000 Penalty: 5447.645020
	Iteration 25Q: 3 clusters Score -6860448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -6860450.500000 Penalty: 5447.645020
	Iteration 26Q: 3 clusters Score -6860450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -6860454.500000 Penalty: 5447.645020
	Iteration 27Q: 3 clusters Score -6860454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -6860455.000000 Penalty: 5447.645020
	Iteration 28Q: 3 clusters Score -6860455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -6860455.000000 Penalty: 5447.645020
	Iteration 29F: 3 clusters Score -6860455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Entering Unmasked Estep 
Score: -654573.187500 Penalty: 2155.446045
	Iteration 0F: 2 clusters Score -654573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -649481.562500 Penalty: 4310.892090
	Iteration 0F: 3 clusters Score -649481.6 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -650858.562500 Penalty: 4310.892090
	Iteration 1F: 3 clusters Score -650858.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -651175.937500 Penalty: 4310.892090
	Iteration 2F: 3 clusters Score -651175.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -651392.250000 Penalty: 4310.892090
	Iteration 3F: 3 clusters Score -651392.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -651574.250000 Penalty: 4310.892090
	Iteration 4Q: 3 clusters Score -651574.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -651719.562500 Penalty: 4310.892090
	Iteration 5Q: 3 clusters Score -651719.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -651863.437500 Penalty: 4310.892090
	Iteration 6Q: 3 clusters Score -651863.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -651969.812500 Penalty: 4310.892090
	Iteration 7Q: 3 clusters Score -651969.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -652067.562500 Penalty: 4310.892090
	Iteration 8Q: 3 clusters Score -652067.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -652150.062500 Penalty: 4310.892090
	Iteration 9Q: 3 clusters Score -652150.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -652214.062500 Penalty: 4310.892090
	Iteration 10Q: 3 clusters Score -652214.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -652300.062500 Penalty: 4310.892090
	Iteration 11Q: 3 clusters Score -652300.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -652406.937500 Penalty: 4310.892090
	Iteration 12Q: 3 clusters Score -652406.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -652511.062500 Penalty: 4310.892090
	Iteration 13Q: 3 clusters Score -652511.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -652603.187500 Penalty: 4310.892090
	Iteration 14Q: 3 clusters Score -652603.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -652682.187500 Penalty: 4310.892090
	Iteration 15Q: 3 clusters Score -652682.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -652765.062500 Penalty: 4310.892090
	Iteration 16Q: 3 clusters Score -652765.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -652825.000000 Penalty: 4310.892090
	Iteration 17Q: 3 clusters Score -652825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -652873.437500 Penalty: 4310.892090
	Iteration 18Q: 3 clusters Score -652873.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -652916.750000 Penalty: 4310.892090
	Iteration 19Q: 3 clusters Score -652916.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -652945.625000 Penalty: 4310.892090
	Iteration 20F: 3 clusters Score -652945.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -652972.375000 Penalty: 4310.892090
	Iteration 21Q: 3 clusters Score -652972.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -652998.437500 Penalty: 4310.892090
	Iteration 22Q: 3 clusters Score -652998.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -653023.937500 Penalty: 4310.892090
	Iteration 23Q: 3 clusters Score -653023.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -653051.687500 Penalty: 4310.892090
	Iteration 24Q: 3 clusters Score -653051.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -653078.375000 Penalty: 4310.892090
	Iteration 25Q: 3 clusters Score -653078.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -653094.312500 Penalty: 4310.892090
	Iteration 26Q: 3 clusters Score -653094.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -653104.187500 Penalty: 4310.892090
	Iteration 27Q: 3 clusters Score -653104.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -653110.875000 Penalty: 4310.892090
	Iteration 28Q: 3 clusters Score -653110.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -653117.625000 Penalty: 4310.892090
	Iteration 29Q: 3 clusters Score -653117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -653129.250000 Penalty: 4310.892090
	Iteration 30Q: 3 clusters Score -653129.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -653137.687500 Penalty: 4310.892090
	Iteration 31Q: 3 clusters Score -653137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -653145.312500 Penalty: 4310.892090
	Iteration 32Q: 3 clusters Score -653145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -653148.312500 Penalty: 4310.892090
	Iteration 33Q: 3 clusters Score -653148.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -653154.750000 Penalty: 4310.892090
	Iteration 34Q: 3 clusters Score -653154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -653158.875000 Penalty: 4310.892090
	Iteration 35Q: 3 clusters Score -653158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -653161.687500 Penalty: 4310.892090
	Iteration 36Q: 3 clusters Score -653161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -653164.625000 Penalty: 4310.892090
	Iteration 37Q: 3 clusters Score -653164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -653165.312500 Penalty: 4310.892090
	Iteration 38Q: 3 clusters Score -653165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -653165.312500 Penalty: 4310.892090
	Iteration 39F: 3 clusters Score -653165.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Entering Unmasked Estep 
Score: -734904.250000 Penalty: 2190.047119
	Iteration 0F: 2 clusters Score -734904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -729301.312500 Penalty: 4380.094238
	Iteration 0F: 3 clusters Score -729301.3 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -730788.750000 Penalty: 4380.094238
	Iteration 1F: 3 clusters Score -730788.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -731186.812500 Penalty: 4380.094238
	Iteration 2F: 3 clusters Score -731186.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -731619.312500 Penalty: 4380.094238
	Iteration 3F: 3 clusters Score -731619.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -732015.000000 Penalty: 4380.094238
	Iteration 4F: 3 clusters Score -732015 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -732364.500000 Penalty: 4380.094238
	Iteration 5F: 3 clusters Score -732364.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -732677.750000 Penalty: 4380.094238
	Iteration 6F: 3 clusters Score -732677.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -732925.375000 Penalty: 4380.094238
	Iteration 7Q: 3 clusters Score -732925.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -733131.437500 Penalty: 4380.094238
	Iteration 8Q: 3 clusters Score -733131.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -733315.875000 Penalty: 4380.094238
	Iteration 9Q: 3 clusters Score -733315.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -733494.937500 Penalty: 4380.094238
	Iteration 10Q: 3 clusters Score -733494.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -733696.687500 Penalty: 4380.094238
	Iteration 11Q: 3 clusters Score -733696.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -733893.125000 Penalty: 4380.094238
	Iteration 12Q: 3 clusters Score -733893.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -734088.875000 Penalty: 4380.094238
	Iteration 13Q: 3 clusters Score -734088.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -734211.625000 Penalty: 4380.094238
	Iteration 14Q: 3 clusters Score -734211.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -734282.625000 Penalty: 4380.094238
	Iteration 15Q: 3 clusters Score -734282.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -734324.937500 Penalty: 4380.094238
	Iteration 16Q: 3 clusters Score -734324.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -734346.500000 Penalty: 4380.094238
	Iteration 17Q: 3 clusters Score -734346.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -734367.500000 Penalty: 4380.094238
	Iteration 18Q: 3 clusters Score -734367.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -734394.437500 Penalty: 4380.094238
	Iteration 19Q: 3 clusters Score -734394.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -734429.812500 Penalty: 4380.094238
	Iteration 20F: 3 clusters Score -734429.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -734462.437500 Penalty: 4380.094238
	Iteration 21Q: 3 clusters Score -734462.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -734473.250000 Penalty: 4380.094238
	Iteration 22Q: 3 clusters Score -734473.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -734483.312500 Penalty: 4380.094238
	Iteration 23Q: 3 clusters Score -734483.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -734497.500000 Penalty: 4380.094238
	Iteration 24Q: 3 clusters Score -734497.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -734510.812500 Penalty: 4380.094238
	Iteration 25Q: 3 clusters Score -734510.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -734523.812500 Penalty: 4380.094238
	Iteration 26Q: 3 clusters Score -734523.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -734535.062500 Penalty: 4380.094238
	Iteration 27Q: 3 clusters Score -734535.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -734550.375000 Penalty: 4380.094238
	Iteration 28Q: 3 clusters Score -734550.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -734564.500000 Penalty: 4380.094238
	Iteration 29Q: 3 clusters Score -734564.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -734571.625000 Penalty: 4380.094238
	Iteration 30Q: 3 clusters Score -734571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -734574.687500 Penalty: 4380.094238
	Iteration 31Q: 3 clusters Score -734574.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -734577.687500 Penalty: 4380.094238
	Iteration 32Q: 3 clusters Score -734577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -734577.687500 Penalty: 4380.094238
	Iteration 33Q: 3 clusters Score -734577.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -734579.062500 Penalty: 4380.094238
	Iteration 34Q: 3 clusters Score -734579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -734579.437500 Penalty: 4380.094238
	Iteration 35Q: 3 clusters Score -734579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -734582.750000 Penalty: 4380.094238
	Iteration 36Q: 3 clusters Score -734582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -734583.250000 Penalty: 4380.094238
	Iteration 37Q: 3 clusters Score -734583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -734585.250000 Penalty: 4380.094238
	Iteration 38Q: 3 clusters Score -734585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -734585.312500 Penalty: 4380.094238
	Iteration 39Q: 3 clusters Score -734585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -734584.875000 Penalty: 4380.094238
	Iteration 40F: 3 clusters Score -734584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Entering Unmasked Estep 
Score: -1377252.000000 Penalty: 2330.184814
	Iteration 0F: 2 clusters Score -1377252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1368253.875000 Penalty: 4660.369629
	Iteration 0F: 3 clusters Score -1368254 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1371048.750000 Penalty: 4660.369629
	Iteration 1F: 3 clusters Score -1371049 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1371651.625000 Penalty: 4660.369629
	Iteration 2F: 3 clusters Score -1371652 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1372235.875000 Penalty: 4660.369629
	Iteration 3F: 3 clusters Score -1372236 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1372805.500000 Penalty: 4660.369629
	Iteration 4F: 3 clusters Score -1372806 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1373391.625000 Penalty: 4660.369629
	Iteration 5F: 3 clusters Score -1373392 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1373915.750000 Penalty: 4660.369629
	Iteration 6F: 3 clusters Score -1373916 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1374367.125000 Penalty: 4660.369629
	Iteration 7F: 3 clusters Score -1374367 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1374764.250000 Penalty: 4660.369629
	Iteration 8F: 3 clusters Score -1374764 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1375155.375000 Penalty: 4660.369629
	Iteration 9Q: 3 clusters Score -1375155 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1375506.625000 Penalty: 4660.369629
	Iteration 10Q: 3 clusters Score -1375507 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1375778.500000 Penalty: 4660.369629
	Iteration 11Q: 3 clusters Score -1375778 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1375920.500000 Penalty: 4660.369629
	Iteration 12Q: 3 clusters Score -1375920 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1375988.625000 Penalty: 4660.369629
	Iteration 13Q: 3 clusters Score -1375989 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1376025.000000 Penalty: 4660.369629
	Iteration 14Q: 3 clusters Score -1376025 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1376049.750000 Penalty: 4660.369629
	Iteration 15Q: 3 clusters Score -1376050 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1376063.750000 Penalty: 4660.369629
	Iteration 16Q: 3 clusters Score -1376064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1376078.375000 Penalty: 4660.369629
	Iteration 17Q: 3 clusters Score -1376078 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1376080.750000 Penalty: 4660.369629
	Iteration 18Q: 3 clusters Score -1376081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1376093.750000 Penalty: 4660.369629
	Iteration 19Q: 3 clusters Score -1376094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1376096.125000 Penalty: 4660.369629
	Iteration 20F: 3 clusters Score -1376096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1376101.500000 Penalty: 4660.369629
	Iteration 21Q: 3 clusters Score -1376102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1376107.000000 Penalty: 4660.369629
	Iteration 22Q: 3 clusters Score -1376107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1376109.875000 Penalty: 4660.369629
	Iteration 23Q: 3 clusters Score -1376110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1376112.750000 Penalty: 4660.369629
	Iteration 24Q: 3 clusters Score -1376113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1376117.250000 Penalty: 4660.369629
	Iteration 25Q: 3 clusters Score -1376117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1376126.375000 Penalty: 4660.369629
	Iteration 26Q: 3 clusters Score -1376126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1376129.000000 Penalty: 4660.369629
	Iteration 27Q: 3 clusters Score -1376129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1376131.625000 Penalty: 4660.369629
	Iteration 28Q: 3 clusters Score -1376132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1376134.625000 Penalty: 4660.369629
	Iteration 29Q: 3 clusters Score -1376135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1376133.125000 Penalty: 4660.369629
	Iteration 30Q: 3 clusters Score -1376133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1376135.625000 Penalty: 4660.369629
	Iteration 31Q: 3 clusters Score -1376136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1376141.250000 Penalty: 4660.369629
	Iteration 32Q: 3 clusters Score -1376141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1376141.375000 Penalty: 4660.369629
	Iteration 33Q: 3 clusters Score -1376141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1376142.375000 Penalty: 4660.369629
	Iteration 34Q: 3 clusters Score -1376142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1376145.000000 Penalty: 4660.369629
	Iteration 35Q: 3 clusters Score -1376145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1376141.750000 Penalty: 4660.369629
	Iteration 36Q: 3 clusters Score -1376142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1376143.000000 Penalty: 4660.369629
	Iteration 37Q: 3 clusters Score -1376143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1376142.750000 Penalty: 4660.369629
	Iteration 38Q: 3 clusters Score -1376143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1376145.500000 Penalty: 4660.369629
	Iteration 39Q: 3 clusters Score -1376146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1376145.875000 Penalty: 4660.369629
	Iteration 40F: 3 clusters Score -1376146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1376146.375000 Penalty: 4660.369629
	Iteration 41Q: 3 clusters Score -1376146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1376146.500000 Penalty: 4660.369629
	Iteration 42Q: 3 clusters Score -1376146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1376146.000000 Penalty: 4660.369629
	Iteration 43Q: 3 clusters Score -1376146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1376146.125000 Penalty: 4660.369629
	Iteration 44Q: 3 clusters Score -1376146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1376145.375000 Penalty: 4660.369629
	Iteration 45Q: 3 clusters Score -1376145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1376146.875000 Penalty: 4660.369629
	Iteration 46Q: 3 clusters Score -1376147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1376144.875000 Penalty: 4660.369629
	Iteration 47Q: 3 clusters Score -1376145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1376145.000000 Penalty: 4660.369629
	Iteration 48Q: 3 clusters Score -1376145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1376146.375000 Penalty: 4660.369629
	Iteration 49Q: 3 clusters Score -1376146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1376146.750000 Penalty: 4660.369629
	Iteration 50Q: 3 clusters Score -1376147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1376145.375000 Penalty: 4660.369629
	Iteration 51Q: 3 clusters Score -1376145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1376147.750000 Penalty: 4660.369629
	Iteration 52Q: 3 clusters Score -1376148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1376147.750000 Penalty: 4660.369629
	Iteration 53F: 3 clusters Score -1376148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Entering Unmasked Estep 
Score: -3387964.000000 Penalty: 2544.776855
	Iteration 0F: 2 clusters Score -3387964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3368209.250000 Penalty: 5089.553711
	Iteration 0F: 3 clusters Score -3368209 nChanged 12990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3375100.750000 Penalty: 5089.553711
	Iteration 1F: 3 clusters Score -3375101 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3375639.500000 Penalty: 5089.553711
	Iteration 2F: 3 clusters Score -3375640 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3376161.000000 Penalty: 5089.553711
	Iteration 3Q: 3 clusters Score -3376161 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3376732.250000 Penalty: 5089.553711
	Iteration 4Q: 3 clusters Score -3376732 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3377446.750000 Penalty: 5089.553711
	Iteration 5Q: 3 clusters Score -3377447 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3378276.750000 Penalty: 5089.553711
	Iteration 6F: 3 clusters Score -3378277 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3379156.500000 Penalty: 5089.553711
	Iteration 7F: 3 clusters Score -3379156 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -3379945.500000 Penalty: 5089.553711
	Iteration 8F: 3 clusters Score -3379946 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3380724.000000 Penalty: 5089.553711
	Iteration 9Q: 3 clusters Score -3380724 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3381373.250000 Penalty: 5089.553711
	Iteration 10Q: 3 clusters Score -3381373 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -3381826.750000 Penalty: 5089.553711
	Iteration 11Q: 3 clusters Score -3381827 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3382146.250000 Penalty: 5089.553711
	Iteration 12Q: 3 clusters Score -3382146 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3382381.000000 Penalty: 5089.553711
	Iteration 13Q: 3 clusters Score -3382381 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3382558.500000 Penalty: 5089.553711
	Iteration 14Q: 3 clusters Score -3382558 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3382696.750000 Penalty: 5089.553711
	Iteration 15Q: 3 clusters Score -3382697 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3382807.250000 Penalty: 5089.553711
	Iteration 16Q: 3 clusters Score -3382807 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3382907.750000 Penalty: 5089.553711
	Iteration 17Q: 3 clusters Score -3382908 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3382998.000000 Penalty: 5089.553711
	Iteration 18Q: 3 clusters Score -3382998 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3383086.750000 Penalty: 5089.553711
	Iteration 19Q: 3 clusters Score -3383087 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -3383173.750000 Penalty: 5089.553711
	Iteration 20F: 3 clusters Score -3383174 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3383287.750000 Penalty: 5089.553711
	Iteration 21Q: 3 clusters Score -3383288 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3383368.250000 Penalty: 5089.553711
	Iteration 22Q: 3 clusters Score -3383368 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3383463.000000 Penalty: 5089.553711
	Iteration 23Q: 3 clusters Score -3383463 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3383576.500000 Penalty: 5089.553711
	Iteration 24Q: 3 clusters Score -3383576 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3383692.250000 Penalty: 5089.553711
	Iteration 25Q: 3 clusters Score -3383692 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3383808.250000 Penalty: 5089.553711
	Iteration 26Q: 3 clusters Score -3383808 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3383946.750000 Penalty: 5089.553711
	Iteration 27Q: 3 clusters Score -3383947 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3384097.000000 Penalty: 5089.553711
	Iteration 28Q: 3 clusters Score -3384097 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3384251.500000 Penalty: 5089.553711
	Iteration 29Q: 3 clusters Score -3384252 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3384366.000000 Penalty: 5089.553711
	Iteration 30Q: 3 clusters Score -3384366 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3384433.250000 Penalty: 5089.553711
	Iteration 31Q: 3 clusters Score -3384433 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3384506.750000 Penalty: 5089.553711
	Iteration 32Q: 3 clusters Score -3384507 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3384552.750000 Penalty: 5089.553711
	Iteration 33Q: 3 clusters Score -3384553 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3384589.500000 Penalty: 5089.553711
	Iteration 34Q: 3 clusters Score -3384590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3384600.250000 Penalty: 5089.553711
	Iteration 35Q: 3 clusters Score -3384600 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3384636.250000 Penalty: 5089.553711
	Iteration 36Q: 3 clusters Score -3384636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3384639.000000 Penalty: 5089.553711
	Iteration 37Q: 3 clusters Score -3384639 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3384672.000000 Penalty: 5089.553711
	Iteration 38Q: 3 clusters Score -3384672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3384685.500000 Penalty: 5089.553711
	Iteration 39Q: 3 clusters Score -3384686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3384692.500000 Penalty: 5089.553711
	Iteration 40F: 3 clusters Score -3384692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3384710.000000 Penalty: 5089.553711
	Iteration 41Q: 3 clusters Score -3384710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3384710.000000 Penalty: 5089.553711
	Iteration 42Q: 3 clusters Score -3384710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3384715.500000 Penalty: 5089.553711
	Iteration 43Q: 3 clusters Score -3384716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3384718.000000 Penalty: 5089.553711
	Iteration 44Q: 3 clusters Score -3384718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -3384732.750000 Penalty: 5089.553711
	Iteration 45Q: 3 clusters Score -3384733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -3384742.250000 Penalty: 5089.553711
	Iteration 46Q: 3 clusters Score -3384742 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3384762.500000 Penalty: 5089.553711
	Iteration 47Q: 3 clusters Score -3384762 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3384778.250000 Penalty: 5089.553711
	Iteration 48Q: 3 clusters Score -3384778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3384804.250000 Penalty: 5089.553711
	Iteration 49Q: 3 clusters Score -3384804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3384807.750000 Penalty: 5089.553711
	Iteration 50Q: 3 clusters Score -3384808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3384829.500000 Penalty: 5089.553711
	Iteration 51Q: 3 clusters Score -3384830 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3384860.750000 Penalty: 5089.553711
	Iteration 52Q: 3 clusters Score -3384861 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3384889.750000 Penalty: 5089.553711
	Iteration 53Q: 3 clusters Score -3384890 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3384930.000000 Penalty: 5089.553711
	Iteration 54Q: 3 clusters Score -3384930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3384945.250000 Penalty: 5089.553711
	Iteration 55Q: 3 clusters Score -3384945 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3384967.500000 Penalty: 5089.553711
	Iteration 56Q: 3 clusters Score -3384968 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3385007.250000 Penalty: 5089.553711
	Iteration 57Q: 3 clusters Score -3385007 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3385061.000000 Penalty: 5089.553711
	Iteration 58Q: 3 clusters Score -3385061 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3385103.250000 Penalty: 5089.553711
	Iteration 59Q: 3 clusters Score -3385103 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3385139.250000 Penalty: 5089.553711
	Iteration 60F: 3 clusters Score -3385139 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3385184.250000 Penalty: 5089.553711
	Iteration 61Q: 3 clusters Score -3385184 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3385208.500000 Penalty: 5089.553711
	Iteration 62Q: 3 clusters Score -3385208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -3385249.750000 Penalty: 5089.553711
	Iteration 63Q: 3 clusters Score -3385250 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3385274.500000 Penalty: 5089.553711
	Iteration 64Q: 3 clusters Score -3385274 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3385306.750000 Penalty: 5089.553711
	Iteration 65Q: 3 clusters Score -3385307 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3385365.500000 Penalty: 5089.553711
	Iteration 66Q: 3 clusters Score -3385366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3385392.500000 Penalty: 5089.553711
	Iteration 67Q: 3 clusters Score -3385392 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3385449.000000 Penalty: 5089.553711
	Iteration 68Q: 3 clusters Score -3385449 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3385491.250000 Penalty: 5089.553711
	Iteration 69Q: 3 clusters Score -3385491 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -3385548.250000 Penalty: 5089.553711
	Iteration 70Q: 3 clusters Score -3385548 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3385584.750000 Penalty: 5089.553711
	Iteration 71Q: 3 clusters Score -3385585 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -3385619.500000 Penalty: 5089.553711
	Iteration 72Q: 3 clusters Score -3385620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3385659.250000 Penalty: 5089.553711
	Iteration 73Q: 3 clusters Score -3385659 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3385684.500000 Penalty: 5089.553711
	Iteration 74Q: 3 clusters Score -3385684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3385737.750000 Penalty: 5089.553711
	Iteration 75Q: 3 clusters Score -3385738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3385774.750000 Penalty: 5089.553711
	Iteration 76Q: 3 clusters Score -3385775 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -3385812.500000 Penalty: 5089.553711
	Iteration 77Q: 3 clusters Score -3385812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3385827.250000 Penalty: 5089.553711
	Iteration 78Q: 3 clusters Score -3385827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -3385840.500000 Penalty: 5089.553711
	Iteration 79Q: 3 clusters Score -3385840 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3385860.500000 Penalty: 5089.553711
	Iteration 80F: 3 clusters Score -3385860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3385870.750000 Penalty: 5089.553711
	Iteration 81Q: 3 clusters Score -3385871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3385904.000000 Penalty: 5089.553711
	Iteration 82Q: 3 clusters Score -3385904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3385910.000000 Penalty: 5089.553711
	Iteration 83Q: 3 clusters Score -3385910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3385932.000000 Penalty: 5089.553711
	Iteration 84Q: 3 clusters Score -3385932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3385937.500000 Penalty: 5089.553711
	Iteration 85Q: 3 clusters Score -3385938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3385950.500000 Penalty: 5089.553711
	Iteration 86Q: 3 clusters Score -3385950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3385960.750000 Penalty: 5089.553711
	Iteration 87Q: 3 clusters Score -3385961 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3385965.750000 Penalty: 5089.553711
	Iteration 88Q: 3 clusters Score -3385966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3385975.250000 Penalty: 5089.553711
	Iteration 89Q: 3 clusters Score -3385975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3385988.750000 Penalty: 5089.553711
	Iteration 90Q: 3 clusters Score -3385989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3386000.750000 Penalty: 5089.553711
	Iteration 91Q: 3 clusters Score -3386001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -3386020.250000 Penalty: 5089.553711
	Iteration 92Q: 3 clusters Score -3386020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3386027.000000 Penalty: 5089.553711
	Iteration 93Q: 3 clusters Score -3386027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3386039.250000 Penalty: 5089.553711
	Iteration 94Q: 3 clusters Score -3386039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3386055.000000 Penalty: 5089.553711
	Iteration 95Q: 3 clusters Score -3386055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3386053.750000 Penalty: 5089.553711
	Iteration 96Q: 3 clusters Score -3386054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3386060.250000 Penalty: 5089.553711
	Iteration 97Q: 3 clusters Score -3386060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3386059.750000 Penalty: 5089.553711
	Iteration 98Q: 3 clusters Score -3386060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3386064.750000 Penalty: 5089.553711
	Iteration 99Q: 3 clusters Score -3386065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -3386066.000000 Penalty: 5089.553711
	Iteration 100F: 3 clusters Score -3386066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3386061.500000 Penalty: 5089.553711
	Iteration 101Q: 3 clusters Score -3386062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3386064.250000 Penalty: 5089.553711
	Iteration 102Q: 3 clusters Score -3386064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3386067.750000 Penalty: 5089.553711
	Iteration 103Q: 3 clusters Score -3386068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3386066.250000 Penalty: 5089.553711
	Iteration 104Q: 3 clusters Score -3386066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3386067.250000 Penalty: 5089.553711
	Iteration 105Q: 3 clusters Score -3386067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3386064.750000 Penalty: 5089.553711
	Iteration 106Q: 3 clusters Score -3386065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3386069.000000 Penalty: 5089.553711
	Iteration 107Q: 3 clusters Score -3386069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3386072.500000 Penalty: 5089.553711
	Iteration 108Q: 3 clusters Score -3386072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3386073.250000 Penalty: 5089.553711
	Iteration 109Q: 3 clusters Score -3386073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3386074.000000 Penalty: 5089.553711
	Iteration 110Q: 3 clusters Score -3386074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3386074.000000 Penalty: 5089.553711
	Iteration 111Q: 3 clusters Score -3386074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3386074.000000 Penalty: 5089.553711
	Iteration 112F: 3 clusters Score -3386074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Entering Unmasked Estep 
Score: -2071597.250000 Penalty: 2430.086914
	Iteration 0F: 2 clusters Score -2071597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2058815.875000 Penalty: 4860.173828
	Iteration 0F: 3 clusters Score -2058816 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2063039.000000 Penalty: 4860.173828
	Iteration 1F: 3 clusters Score -2063039 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2063438.875000 Penalty: 4860.173828
	Iteration 2F: 3 clusters Score -2063439 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2063792.500000 Penalty: 4860.173828
	Iteration 3F: 3 clusters Score -2063792 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2064154.625000 Penalty: 4860.173828
	Iteration 4Q: 3 clusters Score -2064155 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2064499.750000 Penalty: 4860.173828
	Iteration 5Q: 3 clusters Score -2064500 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2064932.250000 Penalty: 4860.173828
	Iteration 6Q: 3 clusters Score -2064932 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2065488.125000 Penalty: 4860.173828
	Iteration 7F: 3 clusters Score -2065488 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2066197.375000 Penalty: 4860.173828
	Iteration 8F: 3 clusters Score -2066197 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2066891.750000 Penalty: 4860.173828
	Iteration 9F: 3 clusters Score -2066892 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2067535.500000 Penalty: 4860.173828
	Iteration 10Q: 3 clusters Score -2067536 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2068115.625000 Penalty: 4860.173828
	Iteration 11Q: 3 clusters Score -2068116 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2068593.250000 Penalty: 4860.173828
	Iteration 12Q: 3 clusters Score -2068593 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2068976.750000 Penalty: 4860.173828
	Iteration 13Q: 3 clusters Score -2068977 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2069208.625000 Penalty: 4860.173828
	Iteration 14Q: 3 clusters Score -2069209 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2069338.750000 Penalty: 4860.173828
	Iteration 15Q: 3 clusters Score -2069339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2069425.500000 Penalty: 4860.173828
	Iteration 16Q: 3 clusters Score -2069426 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2069477.875000 Penalty: 4860.173828
	Iteration 17Q: 3 clusters Score -2069478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2069515.250000 Penalty: 4860.173828
	Iteration 18Q: 3 clusters Score -2069515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2069535.625000 Penalty: 4860.173828
	Iteration 19Q: 3 clusters Score -2069536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2069564.625000 Penalty: 4860.173828
	Iteration 20F: 3 clusters Score -2069565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2069582.375000 Penalty: 4860.173828
	Iteration 21Q: 3 clusters Score -2069582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2069593.250000 Penalty: 4860.173828
	Iteration 22Q: 3 clusters Score -2069593 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2069605.500000 Penalty: 4860.173828
	Iteration 23Q: 3 clusters Score -2069606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2069609.375000 Penalty: 4860.173828
	Iteration 24Q: 3 clusters Score -2069609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2069616.500000 Penalty: 4860.173828
	Iteration 25Q: 3 clusters Score -2069616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2069620.375000 Penalty: 4860.173828
	Iteration 26Q: 3 clusters Score -2069620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2069628.000000 Penalty: 4860.173828
	Iteration 27Q: 3 clusters Score -2069628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2069629.375000 Penalty: 4860.173828
	Iteration 28Q: 3 clusters Score -2069629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2069630.875000 Penalty: 4860.173828
	Iteration 29Q: 3 clusters Score -2069631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2069631.250000 Penalty: 4860.173828
	Iteration 30Q: 3 clusters Score -2069631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2069635.500000 Penalty: 4860.173828
	Iteration 31Q: 3 clusters Score -2069636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2069633.625000 Penalty: 4860.173828
	Iteration 32Q: 3 clusters Score -2069634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2069635.500000 Penalty: 4860.173828
	Iteration 33Q: 3 clusters Score -2069636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2069635.500000 Penalty: 4860.173828
	Iteration 34Q: 3 clusters Score -2069636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2069637.875000 Penalty: 4860.173828
	Iteration 35Q: 3 clusters Score -2069638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2069641.000000 Penalty: 4860.173828
	Iteration 36Q: 3 clusters Score -2069641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2069642.125000 Penalty: 4860.173828
	Iteration 37Q: 3 clusters Score -2069642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2069642.125000 Penalty: 4860.173828
	Iteration 38Q: 3 clusters Score -2069642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2069640.250000 Penalty: 4860.173828
	Iteration 39Q: 3 clusters Score -2069640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2069640.250000 Penalty: 4860.173828
	Iteration 40F: 3 clusters Score -2069640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Entering Unmasked Estep 
Score: -839530.500000 Penalty: 2216.071533
	Iteration 0F: 2 clusters Score -839530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -833357.250000 Penalty: 4432.143066
	Iteration 0F: 3 clusters Score -833357.2 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -835101.562500 Penalty: 4432.143066
	Iteration 1F: 3 clusters Score -835101.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -835437.812500 Penalty: 4432.143066
	Iteration 2F: 3 clusters Score -835437.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -835725.812500 Penalty: 4432.143066
	Iteration 3F: 3 clusters Score -835725.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -835997.875000 Penalty: 4432.143066
	Iteration 4F: 3 clusters Score -835997.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -836322.875000 Penalty: 4432.143066
	Iteration 5F: 3 clusters Score -836322.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -836702.500000 Penalty: 4432.143066
	Iteration 6F: 3 clusters Score -836702.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -837076.375000 Penalty: 4432.143066
	Iteration 7F: 3 clusters Score -837076.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -837380.437500 Penalty: 4432.143066
	Iteration 8Q: 3 clusters Score -837380.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -837614.937500 Penalty: 4432.143066
	Iteration 9Q: 3 clusters Score -837614.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -837791.937500 Penalty: 4432.143066
	Iteration 10Q: 3 clusters Score -837791.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -837943.062500 Penalty: 4432.143066
	Iteration 11Q: 3 clusters Score -837943.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -838064.687500 Penalty: 4432.143066
	Iteration 12Q: 3 clusters Score -838064.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -838161.375000 Penalty: 4432.143066
	Iteration 13Q: 3 clusters Score -838161.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -838212.125000 Penalty: 4432.143066
	Iteration 14Q: 3 clusters Score -838212.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -838241.812500 Penalty: 4432.143066
	Iteration 15Q: 3 clusters Score -838241.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -838262.812500 Penalty: 4432.143066
	Iteration 16Q: 3 clusters Score -838262.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -838280.000000 Penalty: 4432.143066
	Iteration 17Q: 3 clusters Score -838280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -838297.000000 Penalty: 4432.143066
	Iteration 18Q: 3 clusters Score -838297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -838307.125000 Penalty: 4432.143066
	Iteration 19Q: 3 clusters Score -838307.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -838317.375000 Penalty: 4432.143066
	Iteration 20F: 3 clusters Score -838317.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -838327.437500 Penalty: 4432.143066
	Iteration 21Q: 3 clusters Score -838327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -838334.625000 Penalty: 4432.143066
	Iteration 22Q: 3 clusters Score -838334.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -838346.687500 Penalty: 4432.143066
	Iteration 23Q: 3 clusters Score -838346.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -838355.937500 Penalty: 4432.143066
	Iteration 24Q: 3 clusters Score -838355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -838362.187500 Penalty: 4432.143066
	Iteration 25Q: 3 clusters Score -838362.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -838373.187500 Penalty: 4432.143066
	Iteration 26Q: 3 clusters Score -838373.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -838378.125000 Penalty: 4432.143066
	Iteration 27Q: 3 clusters Score -838378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -838382.937500 Penalty: 4432.143066
	Iteration 28Q: 3 clusters Score -838382.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -838389.562500 Penalty: 4432.143066
	Iteration 29Q: 3 clusters Score -838389.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -838389.562500 Penalty: 4432.143066
	Iteration 30Q: 3 clusters Score -838389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -838391.000000 Penalty: 4432.143066
	Iteration 31Q: 3 clusters Score -838391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -838392.375000 Penalty: 4432.143066
	Iteration 32Q: 3 clusters Score -838392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -838391.750000 Penalty: 4432.143066
	Iteration 33Q: 3 clusters Score -838391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -838391.750000 Penalty: 4432.143066
	Iteration 34F: 3 clusters Score -838391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (256866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256866 members 
Entering Unmasked Estep 
Score: -29880472.000000 Penalty: 3089.165039
	Iteration 0F: 2 clusters Score -2.988047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128386 members 
Mstep: Class 2 contains 128480 members 
Entering Unmasked Estep 
Score: -29729936.000000 Penalty: 6178.330078
	Iteration 0F: 3 clusters Score -2.972994e+07 nChanged 123988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130294 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -29802284.000000 Penalty: 6178.330078
	Iteration 1F: 3 clusters Score -2.980228e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132058 members 
Mstep: Class 2 contains 124808 members 
Entering Unmasked Estep 
Score: -29803752.000000 Penalty: 6178.330078
	Iteration 2Q: 3 clusters Score -2.980375e+07 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135080 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -29805818.000000 Penalty: 6178.330078
	Iteration 3Q: 3 clusters Score -2.980582e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139952 members 
Mstep: Class 2 contains 116914 members 
Entering Unmasked Estep 
Score: -29809086.000000 Penalty: 6178.330078
	Iteration 4Q: 3 clusters Score -2.980909e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -29813962.000000 Penalty: 6178.330078
	Iteration 5Q: 3 clusters Score -2.981396e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -29820998.000000 Penalty: 6178.330078
	Iteration 6F: 3 clusters Score -2.9821e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -29828762.000000 Penalty: 6178.330078
	Iteration 7F: 3 clusters Score -2.982876e+07 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -29836534.000000 Penalty: 6178.330078
	Iteration 8F: 3 clusters Score -2.983653e+07 nChanged 17814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200167 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -29843618.000000 Penalty: 6178.330078
	Iteration 9F: 3 clusters Score -2.984362e+07 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216031 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -29850768.000000 Penalty: 6178.330078
	Iteration 10F: 3 clusters Score -2.985077e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230028 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -29858696.000000 Penalty: 6178.330078
	Iteration 11F: 3 clusters Score -2.98587e+07 nChanged 11447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241455 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -29866250.000000 Penalty: 6178.330078
	Iteration 12Q: 3 clusters Score -2.986625e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249227 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -29872118.000000 Penalty: 6178.330078
	Iteration 13Q: 3 clusters Score -2.987212e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253469 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -29875328.000000 Penalty: 6178.330078
	Iteration 14Q: 3 clusters Score -2.987533e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255337 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -29876772.000000 Penalty: 6178.330078
	Iteration 15Q: 3 clusters Score -2.987677e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255997 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -29877212.000000 Penalty: 6178.330078
	Iteration 16Q: 3 clusters Score -2.987721e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256266 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -29877444.000000 Penalty: 6178.330078
	Iteration 17Q: 3 clusters Score -2.987744e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256372 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -29877576.000000 Penalty: 6178.330078
	Iteration 18Q: 3 clusters Score -2.987758e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256417 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -29877648.000000 Penalty: 6178.330078
	Iteration 19Q: 3 clusters Score -2.987765e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256455 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -29877688.000000 Penalty: 6178.330078
	Iteration 20F: 3 clusters Score -2.987769e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -29877730.000000 Penalty: 6178.330078
	Iteration 21Q: 3 clusters Score -2.987773e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256490 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -29877776.000000 Penalty: 6178.330078
	Iteration 22Q: 3 clusters Score -2.987778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256495 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -29877784.000000 Penalty: 6178.330078
	Iteration 23Q: 3 clusters Score -2.987778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256493 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -29877814.000000 Penalty: 6178.330078
	Iteration 24Q: 3 clusters Score -2.987781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256501 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -29877830.000000 Penalty: 6178.330078
	Iteration 25Q: 3 clusters Score -2.987783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256509 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29877846.000000 Penalty: 6178.330078
	Iteration 26Q: 3 clusters Score -2.987785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256509 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -29877852.000000 Penalty: 6178.330078
	Iteration 27Q: 3 clusters Score -2.987785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29877874.000000 Penalty: 6178.330078
	Iteration 28Q: 3 clusters Score -2.987787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29877880.000000 Penalty: 6178.330078
	Iteration 29Q: 3 clusters Score -2.987788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29877880.000000 Penalty: 6178.330078
	Iteration 30Q: 3 clusters Score -2.987788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256515 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -29877886.000000 Penalty: 6178.330078
	Iteration 31Q: 3 clusters Score -2.987789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29877874.000000 Penalty: 6178.330078
	Iteration 32Q: 3 clusters Score -2.987787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29877876.000000 Penalty: 6178.330078
	Iteration 33Q: 3 clusters Score -2.987788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256510 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -29877880.000000 Penalty: 6178.330078
	Iteration 34Q: 3 clusters Score -2.987788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256511 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29877882.000000 Penalty: 6178.330078
	Iteration 35Q: 3 clusters Score -2.987788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256511 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -29877882.000000 Penalty: 6178.330078
	Iteration 36F: 3 clusters Score -2.987788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (276298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276298 members 
Entering Unmasked Estep 
Score: -32188144.000000 Penalty: 3107.250244
	Iteration 0F: 2 clusters Score -3.218814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138267 members 
Mstep: Class 2 contains 138031 members 
Entering Unmasked Estep 
Score: -32022996.000000 Penalty: 6214.500488
	Iteration 0F: 3 clusters Score -3.2023e+07 nChanged 134172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135953 members 
Mstep: Class 2 contains 140345 members 
Entering Unmasked Estep 
Score: -32103498.000000 Penalty: 6214.500488
	Iteration 1F: 3 clusters Score -3.21035e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133604 members 
Mstep: Class 2 contains 142694 members 
Entering Unmasked Estep 
Score: -32106274.000000 Penalty: 6214.500488
	Iteration 2Q: 3 clusters Score -3.210627e+07 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130023 members 
Mstep: Class 2 contains 146275 members 
Entering Unmasked Estep 
Score: -32109996.000000 Penalty: 6214.500488
	Iteration 3Q: 3 clusters Score -3.211e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125334 members 
Mstep: Class 2 contains 150964 members 
Entering Unmasked Estep 
Score: -32114802.000000 Penalty: 6214.500488
	Iteration 4Q: 3 clusters Score -3.21148e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119684 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -32121412.000000 Penalty: 6214.500488
	Iteration 5F: 3 clusters Score -3.212141e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113034 members 
Mstep: Class 2 contains 163264 members 
Entering Unmasked Estep 
Score: -32127992.000000 Penalty: 6214.500488
	Iteration 6F: 3 clusters Score -3.212799e+07 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105564 members 
Mstep: Class 2 contains 170734 members 
Entering Unmasked Estep 
Score: -32133260.000000 Penalty: 6214.500488
	Iteration 7F: 3 clusters Score -3.213326e+07 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -32137388.000000 Penalty: 6214.500488
	Iteration 8F: 3 clusters Score -3.213739e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 187481 members 
Entering Unmasked Estep 
Score: -32140538.000000 Penalty: 6214.500488
	Iteration 9Q: 3 clusters Score -3.214054e+07 nChanged 11945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 196424 members 
Entering Unmasked Estep 
Score: -32142808.000000 Penalty: 6214.500488
	Iteration 10Q: 3 clusters Score -3.214281e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 205740 members 
Entering Unmasked Estep 
Score: -32145472.000000 Penalty: 6214.500488
	Iteration 11Q: 3 clusters Score -3.214547e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 215270 members 
Entering Unmasked Estep 
Score: -32148782.000000 Penalty: 6214.500488
	Iteration 12Q: 3 clusters Score -3.214878e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 224728 members 
Entering Unmasked Estep 
Score: -32152874.000000 Penalty: 6214.500488
	Iteration 13Q: 3 clusters Score -3.215287e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 233721 members 
Entering Unmasked Estep 
Score: -32157654.000000 Penalty: 6214.500488
	Iteration 14Q: 3 clusters Score -3.215765e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 241643 members 
Entering Unmasked Estep 
Score: -32162444.000000 Penalty: 6214.500488
	Iteration 15Q: 3 clusters Score -3.216244e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 247972 members 
Entering Unmasked Estep 
Score: -32167286.000000 Penalty: 6214.500488
	Iteration 16Q: 3 clusters Score -3.216729e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 252460 members 
Entering Unmasked Estep 
Score: -32170908.000000 Penalty: 6214.500488
	Iteration 17Q: 3 clusters Score -3.217091e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 255500 members 
Entering Unmasked Estep 
Score: -32173696.000000 Penalty: 6214.500488
	Iteration 18Q: 3 clusters Score -3.21737e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 257631 members 
Entering Unmasked Estep 
Score: -32175790.000000 Penalty: 6214.500488
	Iteration 19Q: 3 clusters Score -3.217579e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 259217 members 
Entering Unmasked Estep 
Score: -32177244.000000 Penalty: 6214.500488
	Iteration 20F: 3 clusters Score -3.217724e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 260607 members 
Entering Unmasked Estep 
Score: -32178200.000000 Penalty: 6214.500488
	Iteration 21Q: 3 clusters Score -3.21782e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 261819 members 
Entering Unmasked Estep 
Score: -32179136.000000 Penalty: 6214.500488
	Iteration 22Q: 3 clusters Score -3.217914e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 262987 members 
Entering Unmasked Estep 
Score: -32179852.000000 Penalty: 6214.500488
	Iteration 23Q: 3 clusters Score -3.217985e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 264059 members 
Entering Unmasked Estep 
Score: -32180552.000000 Penalty: 6214.500488
	Iteration 24Q: 3 clusters Score -3.218055e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 265007 members 
Entering Unmasked Estep 
Score: -32181210.000000 Penalty: 6214.500488
	Iteration 25Q: 3 clusters Score -3.218121e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 265875 members 
Entering Unmasked Estep 
Score: -32181846.000000 Penalty: 6214.500488
	Iteration 26Q: 3 clusters Score -3.218185e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 266621 members 
Entering Unmasked Estep 
Score: -32182340.000000 Penalty: 6214.500488
	Iteration 27Q: 3 clusters Score -3.218234e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 267241 members 
Entering Unmasked Estep 
Score: -32182600.000000 Penalty: 6214.500488
	Iteration 28Q: 3 clusters Score -3.21826e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 267778 members 
Entering Unmasked Estep 
Score: -32182922.000000 Penalty: 6214.500488
	Iteration 29Q: 3 clusters Score -3.218292e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 268257 members 
Entering Unmasked Estep 
Score: -32183244.000000 Penalty: 6214.500488
	Iteration 30Q: 3 clusters Score -3.218324e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 268686 members 
Entering Unmasked Estep 
Score: -32183522.000000 Penalty: 6214.500488
	Iteration 31Q: 3 clusters Score -3.218352e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 269038 members 
Entering Unmasked Estep 
Score: -32183752.000000 Penalty: 6214.500488
	Iteration 32Q: 3 clusters Score -3.218375e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 269361 members 
Entering Unmasked Estep 
Score: -32183868.000000 Penalty: 6214.500488
	Iteration 33Q: 3 clusters Score -3.218387e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 269652 members 
Entering Unmasked Estep 
Score: -32184062.000000 Penalty: 6214.500488
	Iteration 34Q: 3 clusters Score -3.218406e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 269936 members 
Entering Unmasked Estep 
Score: -32184204.000000 Penalty: 6214.500488
	Iteration 35Q: 3 clusters Score -3.21842e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 270167 members 
Entering Unmasked Estep 
Score: -32184364.000000 Penalty: 6214.500488
	Iteration 36Q: 3 clusters Score -3.218436e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 270371 members 
Entering Unmasked Estep 
Score: -32184478.000000 Penalty: 6214.500488
	Iteration 37Q: 3 clusters Score -3.218448e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 270552 members 
Entering Unmasked Estep 
Score: -32184622.000000 Penalty: 6214.500488
	Iteration 38Q: 3 clusters Score -3.218462e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 270733 members 
Entering Unmasked Estep 
Score: -32184656.000000 Penalty: 6214.500488
	Iteration 39Q: 3 clusters Score -3.218466e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 270871 members 
Entering Unmasked Estep 
Score: -32184720.000000 Penalty: 6214.500488
	Iteration 40F: 3 clusters Score -3.218472e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 270985 members 
Entering Unmasked Estep 
Score: -32184742.000000 Penalty: 6214.500488
	Iteration 41Q: 3 clusters Score -3.218474e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 271116 members 
Entering Unmasked Estep 
Score: -32184804.000000 Penalty: 6214.500488
	Iteration 42Q: 3 clusters Score -3.21848e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 271224 members 
Entering Unmasked Estep 
Score: -32184826.000000 Penalty: 6214.500488
	Iteration 43Q: 3 clusters Score -3.218483e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 271311 members 
Entering Unmasked Estep 
Score: -32184844.000000 Penalty: 6214.500488
	Iteration 44Q: 3 clusters Score -3.218484e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 271408 members 
Entering Unmasked Estep 
Score: -32184848.000000 Penalty: 6214.500488
	Iteration 45Q: 3 clusters Score -3.218485e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 271486 members 
Entering Unmasked Estep 
Score: -32184910.000000 Penalty: 6214.500488
	Iteration 46Q: 3 clusters Score -3.218491e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 271571 members 
Entering Unmasked Estep 
Score: -32184970.000000 Penalty: 6214.500488
	Iteration 47Q: 3 clusters Score -3.218497e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 271654 members 
Entering Unmasked Estep 
Score: -32185028.000000 Penalty: 6214.500488
	Iteration 48Q: 3 clusters Score -3.218503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 271712 members 
Entering Unmasked Estep 
Score: -32185026.000000 Penalty: 6214.500488
	Iteration 49Q: 3 clusters Score -3.218503e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 271773 members 
Entering Unmasked Estep 
Score: -32185030.000000 Penalty: 6214.500488
	Iteration 50Q: 3 clusters Score -3.218503e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 271822 members 
Entering Unmasked Estep 
Score: -32184990.000000 Penalty: 6214.500488
	Iteration 51Q: 3 clusters Score -3.218499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 271860 members 
Entering Unmasked Estep 
Score: -32185012.000000 Penalty: 6214.500488
	Iteration 52Q: 3 clusters Score -3.218501e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 271894 members 
Entering Unmasked Estep 
Score: -32185006.000000 Penalty: 6214.500488
	Iteration 53Q: 3 clusters Score -3.218501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 271928 members 
Entering Unmasked Estep 
Score: -32185012.000000 Penalty: 6214.500488
	Iteration 54Q: 3 clusters Score -3.218501e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 271968 members 
Entering Unmasked Estep 
Score: -32185068.000000 Penalty: 6214.500488
	Iteration 55Q: 3 clusters Score -3.218507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 272005 members 
Entering Unmasked Estep 
Score: -32185098.000000 Penalty: 6214.500488
	Iteration 56Q: 3 clusters Score -3.21851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 272027 members 
Entering Unmasked Estep 
Score: -32185090.000000 Penalty: 6214.500488
	Iteration 57Q: 3 clusters Score -3.218509e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 272048 members 
Entering Unmasked Estep 
Score: -32185092.000000 Penalty: 6214.500488
	Iteration 58Q: 3 clusters Score -3.218509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 272068 members 
Entering Unmasked Estep 
Score: -32185106.000000 Penalty: 6214.500488
	Iteration 59Q: 3 clusters Score -3.218511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 272085 members 
Entering Unmasked Estep 
Score: -32185136.000000 Penalty: 6214.500488
	Iteration 60F: 3 clusters Score -3.218514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 272104 members 
Entering Unmasked Estep 
Score: -32185168.000000 Penalty: 6214.500488
	Iteration 61Q: 3 clusters Score -3.218517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 272128 members 
Entering Unmasked Estep 
Score: -32185196.000000 Penalty: 6214.500488
	Iteration 62Q: 3 clusters Score -3.21852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 272141 members 
Entering Unmasked Estep 
Score: -32185192.000000 Penalty: 6214.500488
	Iteration 63Q: 3 clusters Score -3.218519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 272167 members 
Entering Unmasked Estep 
Score: -32185192.000000 Penalty: 6214.500488
	Iteration 64Q: 3 clusters Score -3.218519e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 272187 members 
Entering Unmasked Estep 
Score: -32185198.000000 Penalty: 6214.500488
	Iteration 65Q: 3 clusters Score -3.21852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 272199 members 
Entering Unmasked Estep 
Score: -32185192.000000 Penalty: 6214.500488
	Iteration 66Q: 3 clusters Score -3.218519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 272216 members 
Entering Unmasked Estep 
Score: -32185190.000000 Penalty: 6214.500488
	Iteration 67Q: 3 clusters Score -3.218519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 272237 members 
Entering Unmasked Estep 
Score: -32185200.000000 Penalty: 6214.500488
	Iteration 68Q: 3 clusters Score -3.21852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 272258 members 
Entering Unmasked Estep 
Score: -32185198.000000 Penalty: 6214.500488
	Iteration 69Q: 3 clusters Score -3.21852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 272286 members 
Entering Unmasked Estep 
Score: -32185196.000000 Penalty: 6214.500488
	Iteration 70Q: 3 clusters Score -3.21852e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 272322 members 
Entering Unmasked Estep 
Score: -32185232.000000 Penalty: 6214.500488
	Iteration 71Q: 3 clusters Score -3.218523e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 272340 members 
Entering Unmasked Estep 
Score: -32185252.000000 Penalty: 6214.500488
	Iteration 72Q: 3 clusters Score -3.218525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 272351 members 
Entering Unmasked Estep 
Score: -32185266.000000 Penalty: 6214.500488
	Iteration 73Q: 3 clusters Score -3.218527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 272373 members 
Entering Unmasked Estep 
Score: -32185256.000000 Penalty: 6214.500488
	Iteration 74Q: 3 clusters Score -3.218526e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 272398 members 
Entering Unmasked Estep 
Score: -32185242.000000 Penalty: 6214.500488
	Iteration 75Q: 3 clusters Score -3.218524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 272421 members 
Entering Unmasked Estep 
Score: -32185258.000000 Penalty: 6214.500488
	Iteration 76Q: 3 clusters Score -3.218526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 272443 members 
Entering Unmasked Estep 
Score: -32185294.000000 Penalty: 6214.500488
	Iteration 77Q: 3 clusters Score -3.218529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 272453 members 
Entering Unmasked Estep 
Score: -32185308.000000 Penalty: 6214.500488
	Iteration 78Q: 3 clusters Score -3.218531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 272469 members 
Entering Unmasked Estep 
Score: -32185310.000000 Penalty: 6214.500488
	Iteration 79Q: 3 clusters Score -3.218531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 272481 members 
Entering Unmasked Estep 
Score: -32185296.000000 Penalty: 6214.500488
	Iteration 80F: 3 clusters Score -3.21853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 272494 members 
Entering Unmasked Estep 
Score: -32185310.000000 Penalty: 6214.500488
	Iteration 81Q: 3 clusters Score -3.218531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 272507 members 
Entering Unmasked Estep 
Score: -32185290.000000 Penalty: 6214.500488
	Iteration 82Q: 3 clusters Score -3.218529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 272510 members 
Entering Unmasked Estep 
Score: -32185296.000000 Penalty: 6214.500488
	Iteration 83Q: 3 clusters Score -3.21853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 272514 members 
Entering Unmasked Estep 
Score: -32185300.000000 Penalty: 6214.500488
	Iteration 84Q: 3 clusters Score -3.21853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 272519 members 
Entering Unmasked Estep 
Score: -32185316.000000 Penalty: 6214.500488
	Iteration 85Q: 3 clusters Score -3.218532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 272522 members 
Entering Unmasked Estep 
Score: -32185304.000000 Penalty: 6214.500488
	Iteration 86Q: 3 clusters Score -3.21853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 272527 members 
Entering Unmasked Estep 
Score: -32185290.000000 Penalty: 6214.500488
	Iteration 87Q: 3 clusters Score -3.218529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 272534 members 
Entering Unmasked Estep 
Score: -32185294.000000 Penalty: 6214.500488
	Iteration 88Q: 3 clusters Score -3.218529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 272542 members 
Entering Unmasked Estep 
Score: -32185312.000000 Penalty: 6214.500488
	Iteration 89Q: 3 clusters Score -3.218531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 272551 members 
Entering Unmasked Estep 
Score: -32185298.000000 Penalty: 6214.500488
	Iteration 90Q: 3 clusters Score -3.21853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 272563 members 
Entering Unmasked Estep 
Score: -32185322.000000 Penalty: 6214.500488
	Iteration 91Q: 3 clusters Score -3.218532e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 272575 members 
Entering Unmasked Estep 
Score: -32185330.000000 Penalty: 6214.500488
	Iteration 92Q: 3 clusters Score -3.218533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 272582 members 
Entering Unmasked Estep 
Score: -32185312.000000 Penalty: 6214.500488
	Iteration 93Q: 3 clusters Score -3.218531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 272587 members 
Entering Unmasked Estep 
Score: -32185316.000000 Penalty: 6214.500488
	Iteration 94Q: 3 clusters Score -3.218532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 272594 members 
Entering Unmasked Estep 
Score: -32185322.000000 Penalty: 6214.500488
	Iteration 95Q: 3 clusters Score -3.218532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 272594 members 
Entering Unmasked Estep 
Score: -32185318.000000 Penalty: 6214.500488
	Iteration 96Q: 3 clusters Score -3.218532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 272594 members 
Entering Unmasked Estep 
Score: -32185318.000000 Penalty: 6214.500488
	Iteration 97F: 3 clusters Score -3.218532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188026 members 
Entering Unmasked Estep 
Score: -21903726.000000 Penalty: 3011.795166
	Iteration 0F: 2 clusters Score -2.190373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 94342 members 
Entering Unmasked Estep 
Score: -21782464.000000 Penalty: 6023.590332
	Iteration 0F: 3 clusters Score -2.178246e+07 nChanged 90073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -21835756.000000 Penalty: 6023.590332
	Iteration 1F: 3 clusters Score -2.183576e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -21837890.000000 Penalty: 6023.590332
	Iteration 2Q: 3 clusters Score -2.183789e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -21841750.000000 Penalty: 6023.590332
	Iteration 3Q: 3 clusters Score -2.184175e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 113433 members 
Entering Unmasked Estep 
Score: -21847638.000000 Penalty: 6023.590332
	Iteration 4F: 3 clusters Score -2.184764e+07 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -21855982.000000 Penalty: 6023.590332
	Iteration 5F: 3 clusters Score -2.185598e+07 nChanged 14692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 135443 members 
Entering Unmasked Estep 
Score: -21867402.000000 Penalty: 6023.590332
	Iteration 6F: 3 clusters Score -2.18674e+07 nChanged 14080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 147335 members 
Entering Unmasked Estep 
Score: -21880562.000000 Penalty: 6023.590332
	Iteration 7F: 3 clusters Score -2.188056e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 155593 members 
Entering Unmasked Estep 
Score: -21891886.000000 Penalty: 6023.590332
	Iteration 8F: 3 clusters Score -2.189189e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 159440 members 
Entering Unmasked Estep 
Score: -21899170.000000 Penalty: 6023.590332
	Iteration 9Q: 3 clusters Score -2.189917e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 161003 members 
Entering Unmasked Estep 
Score: -21901722.000000 Penalty: 6023.590332
	Iteration 10Q: 3 clusters Score -2.190172e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -21902616.000000 Penalty: 6023.590332
	Iteration 11Q: 3 clusters Score -2.190262e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 162889 members 
Entering Unmasked Estep 
Score: -21903120.000000 Penalty: 6023.590332
	Iteration 12Q: 3 clusters Score -2.190312e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 163551 members 
Entering Unmasked Estep 
Score: -21903412.000000 Penalty: 6023.590332
	Iteration 13Q: 3 clusters Score -2.190341e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 164058 members 
Entering Unmasked Estep 
Score: -21903516.000000 Penalty: 6023.590332
	Iteration 14Q: 3 clusters Score -2.190352e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 164510 members 
Entering Unmasked Estep 
Score: -21903652.000000 Penalty: 6023.590332
	Iteration 15Q: 3 clusters Score -2.190365e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 164981 members 
Entering Unmasked Estep 
Score: -21903702.000000 Penalty: 6023.590332
	Iteration 16Q: 3 clusters Score -2.19037e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -21903696.000000 Penalty: 6023.590332
	Iteration 17Q: 3 clusters Score -2.19037e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 165751 members 
Entering Unmasked Estep 
Score: -21903804.000000 Penalty: 6023.590332
	Iteration 18Q: 3 clusters Score -2.19038e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 166073 members 
Entering Unmasked Estep 
Score: -21903818.000000 Penalty: 6023.590332
	Iteration 19Q: 3 clusters Score -2.190382e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -21903904.000000 Penalty: 6023.590332
	Iteration 20F: 3 clusters Score -2.19039e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -21903910.000000 Penalty: 6023.590332
	Iteration 21Q: 3 clusters Score -2.190391e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 166985 members 
Entering Unmasked Estep 
Score: -21903948.000000 Penalty: 6023.590332
	Iteration 22Q: 3 clusters Score -2.190395e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 167239 members 
Entering Unmasked Estep 
Score: -21903936.000000 Penalty: 6023.590332
	Iteration 23Q: 3 clusters Score -2.190394e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 167490 members 
Entering Unmasked Estep 
Score: -21903898.000000 Penalty: 6023.590332
	Iteration 24Q: 3 clusters Score -2.19039e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 167715 members 
Entering Unmasked Estep 
Score: -21903858.000000 Penalty: 6023.590332
	Iteration 25Q: 3 clusters Score -2.190386e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -21903822.000000 Penalty: 6023.590332
	Iteration 26Q: 3 clusters Score -2.190382e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 168066 members 
Entering Unmasked Estep 
Score: -21903820.000000 Penalty: 6023.590332
	Iteration 27Q: 3 clusters Score -2.190382e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 168208 members 
Entering Unmasked Estep 
Score: -21903808.000000 Penalty: 6023.590332
	Iteration 28Q: 3 clusters Score -2.190381e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -21903780.000000 Penalty: 6023.590332
	Iteration 29Q: 3 clusters Score -2.190378e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 168449 members 
Entering Unmasked Estep 
Score: -21903810.000000 Penalty: 6023.590332
	Iteration 30Q: 3 clusters Score -2.190381e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -21903764.000000 Penalty: 6023.590332
	Iteration 31Q: 3 clusters Score -2.190376e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 168648 members 
Entering Unmasked Estep 
Score: -21903744.000000 Penalty: 6023.590332
	Iteration 32Q: 3 clusters Score -2.190374e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 168747 members 
Entering Unmasked Estep 
Score: -21903720.000000 Penalty: 6023.590332
	Iteration 33Q: 3 clusters Score -2.190372e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 168835 members 
Entering Unmasked Estep 
Score: -21903706.000000 Penalty: 6023.590332
	Iteration 34Q: 3 clusters Score -2.190371e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -21903742.000000 Penalty: 6023.590332
	Iteration 35Q: 3 clusters Score -2.190374e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 169003 members 
Entering Unmasked Estep 
Score: -21903724.000000 Penalty: 6023.590332
	Iteration 36Q: 3 clusters Score -2.190372e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 169086 members 
Entering Unmasked Estep 
Score: -21903722.000000 Penalty: 6023.590332
	Iteration 37Q: 3 clusters Score -2.190372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 169159 members 
Entering Unmasked Estep 
Score: -21903704.000000 Penalty: 6023.590332
	Iteration 38Q: 3 clusters Score -2.19037e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -21903692.000000 Penalty: 6023.590332
	Iteration 39Q: 3 clusters Score -2.190369e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 169310 members 
Entering Unmasked Estep 
Score: -21903706.000000 Penalty: 6023.590332
	Iteration 40F: 3 clusters Score -2.190371e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 169382 members 
Entering Unmasked Estep 
Score: -21903720.000000 Penalty: 6023.590332
	Iteration 41Q: 3 clusters Score -2.190372e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 169455 members 
Entering Unmasked Estep 
Score: -21903700.000000 Penalty: 6023.590332
	Iteration 42Q: 3 clusters Score -2.19037e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 169531 members 
Entering Unmasked Estep 
Score: -21903676.000000 Penalty: 6023.590332
	Iteration 43Q: 3 clusters Score -2.190368e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 169612 members 
Entering Unmasked Estep 
Score: -21903698.000000 Penalty: 6023.590332
	Iteration 44Q: 3 clusters Score -2.19037e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 169706 members 
Entering Unmasked Estep 
Score: -21903692.000000 Penalty: 6023.590332
	Iteration 45Q: 3 clusters Score -2.190369e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 169805 members 
Entering Unmasked Estep 
Score: -21903682.000000 Penalty: 6023.590332
	Iteration 46Q: 3 clusters Score -2.190368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 169890 members 
Entering Unmasked Estep 
Score: -21903686.000000 Penalty: 6023.590332
	Iteration 47Q: 3 clusters Score -2.190369e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 169976 members 
Entering Unmasked Estep 
Score: -21903700.000000 Penalty: 6023.590332
	Iteration 48Q: 3 clusters Score -2.19037e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -21903700.000000 Penalty: 6023.590332
	Iteration 49Q: 3 clusters Score -2.19037e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -21903716.000000 Penalty: 6023.590332
	Iteration 50Q: 3 clusters Score -2.190372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -21903676.000000 Penalty: 6023.590332
	Iteration 51Q: 3 clusters Score -2.190368e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 170262 members 
Entering Unmasked Estep 
Score: -21903686.000000 Penalty: 6023.590332
	Iteration 52Q: 3 clusters Score -2.190369e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 170324 members 
Entering Unmasked Estep 
Score: -21903698.000000 Penalty: 6023.590332
	Iteration 53Q: 3 clusters Score -2.19037e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -21903674.000000 Penalty: 6023.590332
	Iteration 54Q: 3 clusters Score -2.190367e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 170446 members 
Entering Unmasked Estep 
Score: -21903680.000000 Penalty: 6023.590332
	Iteration 55Q: 3 clusters Score -2.190368e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 170521 members 
Entering Unmasked Estep 
Score: -21903662.000000 Penalty: 6023.590332
	Iteration 56Q: 3 clusters Score -2.190366e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -21903682.000000 Penalty: 6023.590332
	Iteration 57Q: 3 clusters Score -2.190368e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 170675 members 
Entering Unmasked Estep 
Score: -21903674.000000 Penalty: 6023.590332
	Iteration 58Q: 3 clusters Score -2.190367e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 170751 members 
Entering Unmasked Estep 
Score: -21903648.000000 Penalty: 6023.590332
	Iteration 59Q: 3 clusters Score -2.190365e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 170822 members 
Entering Unmasked Estep 
Score: -21903620.000000 Penalty: 6023.590332
	Iteration 60F: 3 clusters Score -2.190362e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 170891 members 
Entering Unmasked Estep 
Score: -21903598.000000 Penalty: 6023.590332
	Iteration 61Q: 3 clusters Score -2.19036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 170960 members 
Entering Unmasked Estep 
Score: -21903592.000000 Penalty: 6023.590332
	Iteration 62Q: 3 clusters Score -2.190359e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 171039 members 
Entering Unmasked Estep 
Score: -21903598.000000 Penalty: 6023.590332
	Iteration 63Q: 3 clusters Score -2.19036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 171098 members 
Entering Unmasked Estep 
Score: -21903578.000000 Penalty: 6023.590332
	Iteration 64Q: 3 clusters Score -2.190358e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 171144 members 
Entering Unmasked Estep 
Score: -21903578.000000 Penalty: 6023.590332
	Iteration 65Q: 3 clusters Score -2.190358e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 171201 members 
Entering Unmasked Estep 
Score: -21903586.000000 Penalty: 6023.590332
	Iteration 66Q: 3 clusters Score -2.190359e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 171251 members 
Entering Unmasked Estep 
Score: -21903568.000000 Penalty: 6023.590332
	Iteration 67Q: 3 clusters Score -2.190357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -21903562.000000 Penalty: 6023.590332
	Iteration 68Q: 3 clusters Score -2.190356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 171345 members 
Entering Unmasked Estep 
Score: -21903558.000000 Penalty: 6023.590332
	Iteration 69Q: 3 clusters Score -2.190356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 171388 members 
Entering Unmasked Estep 
Score: -21903508.000000 Penalty: 6023.590332
	Iteration 70Q: 3 clusters Score -2.190351e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 171441 members 
Entering Unmasked Estep 
Score: -21903506.000000 Penalty: 6023.590332
	Iteration 71Q: 3 clusters Score -2.190351e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 171483 members 
Entering Unmasked Estep 
Score: -21903480.000000 Penalty: 6023.590332
	Iteration 72Q: 3 clusters Score -2.190348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -21903494.000000 Penalty: 6023.590332
	Iteration 73Q: 3 clusters Score -2.190349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -21903516.000000 Penalty: 6023.590332
	Iteration 74Q: 3 clusters Score -2.190352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -21903502.000000 Penalty: 6023.590332
	Iteration 75Q: 3 clusters Score -2.19035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -21903510.000000 Penalty: 6023.590332
	Iteration 76Q: 3 clusters Score -2.190351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 171687 members 
Entering Unmasked Estep 
Score: -21903514.000000 Penalty: 6023.590332
	Iteration 77Q: 3 clusters Score -2.190351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 171721 members 
Entering Unmasked Estep 
Score: -21903546.000000 Penalty: 6023.590332
	Iteration 78Q: 3 clusters Score -2.190355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 171752 members 
Entering Unmasked Estep 
Score: -21903514.000000 Penalty: 6023.590332
	Iteration 79Q: 3 clusters Score -2.190351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 171788 members 
Entering Unmasked Estep 
Score: -21903528.000000 Penalty: 6023.590332
	Iteration 80F: 3 clusters Score -2.190353e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 171836 members 
Entering Unmasked Estep 
Score: -21903536.000000 Penalty: 6023.590332
	Iteration 81Q: 3 clusters Score -2.190354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -21903524.000000 Penalty: 6023.590332
	Iteration 82Q: 3 clusters Score -2.190352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 171943 members 
Entering Unmasked Estep 
Score: -21903512.000000 Penalty: 6023.590332
	Iteration 83Q: 3 clusters Score -2.190351e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 171984 members 
Entering Unmasked Estep 
Score: -21903538.000000 Penalty: 6023.590332
	Iteration 84Q: 3 clusters Score -2.190354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 172021 members 
Entering Unmasked Estep 
Score: -21903550.000000 Penalty: 6023.590332
	Iteration 85Q: 3 clusters Score -2.190355e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -21903558.000000 Penalty: 6023.590332
	Iteration 86Q: 3 clusters Score -2.190356e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 172111 members 
Entering Unmasked Estep 
Score: -21903544.000000 Penalty: 6023.590332
	Iteration 87Q: 3 clusters Score -2.190354e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 172161 members 
Entering Unmasked Estep 
Score: -21903540.000000 Penalty: 6023.590332
	Iteration 88Q: 3 clusters Score -2.190354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -21903536.000000 Penalty: 6023.590332
	Iteration 89Q: 3 clusters Score -2.190354e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -21903540.000000 Penalty: 6023.590332
	Iteration 90Q: 3 clusters Score -2.190354e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -21903508.000000 Penalty: 6023.590332
	Iteration 91Q: 3 clusters Score -2.190351e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 172310 members 
Entering Unmasked Estep 
Score: -21903500.000000 Penalty: 6023.590332
	Iteration 92Q: 3 clusters Score -2.19035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 172326 members 
Entering Unmasked Estep 
Score: -21903488.000000 Penalty: 6023.590332
	Iteration 93Q: 3 clusters Score -2.190349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 172336 members 
Entering Unmasked Estep 
Score: -21903496.000000 Penalty: 6023.590332
	Iteration 94Q: 3 clusters Score -2.19035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 172347 members 
Entering Unmasked Estep 
Score: -21903496.000000 Penalty: 6023.590332
	Iteration 95Q: 3 clusters Score -2.19035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 172359 members 
Entering Unmasked Estep 
Score: -21903494.000000 Penalty: 6023.590332
	Iteration 96Q: 3 clusters Score -2.190349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 172367 members 
Entering Unmasked Estep 
Score: -21903500.000000 Penalty: 6023.590332
	Iteration 97Q: 3 clusters Score -2.19035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 172377 members 
Entering Unmasked Estep 
Score: -21903496.000000 Penalty: 6023.590332
	Iteration 98Q: 3 clusters Score -2.19035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 172380 members 
Entering Unmasked Estep 
Score: -21903480.000000 Penalty: 6023.590332
	Iteration 99Q: 3 clusters Score -2.190348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 172381 members 
Entering Unmasked Estep 
Score: -21903488.000000 Penalty: 6023.590332
	Iteration 100F: 3 clusters Score -2.190349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Entering Unmasked Estep 
Score: -954807.187500 Penalty: 2242.102783
	Iteration 0F: 2 clusters Score -954807.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -948103.000000 Penalty: 4484.205566
	Iteration 0F: 3 clusters Score -948103 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -950013.000000 Penalty: 4484.205566
	Iteration 1F: 3 clusters Score -950013 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -950283.687500 Penalty: 4484.205566
	Iteration 2F: 3 clusters Score -950283.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -950469.312500 Penalty: 4484.205566
	Iteration 3Q: 3 clusters Score -950469.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -950622.562500 Penalty: 4484.205566
	Iteration 4Q: 3 clusters Score -950622.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -950733.062500 Penalty: 4484.205566
	Iteration 5Q: 3 clusters Score -950733.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -950832.625000 Penalty: 4484.205566
	Iteration 6Q: 3 clusters Score -950832.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -950912.875000 Penalty: 4484.205566
	Iteration 7Q: 3 clusters Score -950912.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -950984.687500 Penalty: 4484.205566
	Iteration 8Q: 3 clusters Score -950984.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -951035.125000 Penalty: 4484.205566
	Iteration 9Q: 3 clusters Score -951035.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -951079.312500 Penalty: 4484.205566
	Iteration 10Q: 3 clusters Score -951079.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -951121.875000 Penalty: 4484.205566
	Iteration 11Q: 3 clusters Score -951121.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -951174.937500 Penalty: 4484.205566
	Iteration 12Q: 3 clusters Score -951174.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -951233.937500 Penalty: 4484.205566
	Iteration 13Q: 3 clusters Score -951233.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -951298.375000 Penalty: 4484.205566
	Iteration 14Q: 3 clusters Score -951298.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -951364.875000 Penalty: 4484.205566
	Iteration 15Q: 3 clusters Score -951364.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -951445.937500 Penalty: 4484.205566
	Iteration 16Q: 3 clusters Score -951445.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -951525.812500 Penalty: 4484.205566
	Iteration 17Q: 3 clusters Score -951525.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -951600.000000 Penalty: 4484.205566
	Iteration 18Q: 3 clusters Score -951600 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -951686.437500 Penalty: 4484.205566
	Iteration 19Q: 3 clusters Score -951686.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -951777.125000 Penalty: 4484.205566
	Iteration 20F: 3 clusters Score -951777.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -951852.750000 Penalty: 4484.205566
	Iteration 21Q: 3 clusters Score -951852.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -951934.937500 Penalty: 4484.205566
	Iteration 22Q: 3 clusters Score -951934.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -951993.687500 Penalty: 4484.205566
	Iteration 23Q: 3 clusters Score -951993.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -952051.250000 Penalty: 4484.205566
	Iteration 24Q: 3 clusters Score -952051.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -952107.750000 Penalty: 4484.205566
	Iteration 25Q: 3 clusters Score -952107.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -952160.937500 Penalty: 4484.205566
	Iteration 26Q: 3 clusters Score -952160.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -952220.812500 Penalty: 4484.205566
	Iteration 27Q: 3 clusters Score -952220.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -952270.000000 Penalty: 4484.205566
	Iteration 28Q: 3 clusters Score -952270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -952322.187500 Penalty: 4484.205566
	Iteration 29Q: 3 clusters Score -952322.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -952363.375000 Penalty: 4484.205566
	Iteration 30Q: 3 clusters Score -952363.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -952395.750000 Penalty: 4484.205566
	Iteration 31Q: 3 clusters Score -952395.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -952431.187500 Penalty: 4484.205566
	Iteration 32Q: 3 clusters Score -952431.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -952466.062500 Penalty: 4484.205566
	Iteration 33Q: 3 clusters Score -952466.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -952490.812500 Penalty: 4484.205566
	Iteration 34Q: 3 clusters Score -952490.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -952510.000000 Penalty: 4484.205566
	Iteration 35Q: 3 clusters Score -952510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -952525.062500 Penalty: 4484.205566
	Iteration 36Q: 3 clusters Score -952525.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -952541.562500 Penalty: 4484.205566
	Iteration 37Q: 3 clusters Score -952541.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -952558.562500 Penalty: 4484.205566
	Iteration 38Q: 3 clusters Score -952558.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -952567.562500 Penalty: 4484.205566
	Iteration 39Q: 3 clusters Score -952567.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -952575.875000 Penalty: 4484.205566
	Iteration 40F: 3 clusters Score -952575.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -952583.312500 Penalty: 4484.205566
	Iteration 41Q: 3 clusters Score -952583.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -952589.062500 Penalty: 4484.205566
	Iteration 42Q: 3 clusters Score -952589.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -952594.375000 Penalty: 4484.205566
	Iteration 43Q: 3 clusters Score -952594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -952596.875000 Penalty: 4484.205566
	Iteration 44Q: 3 clusters Score -952596.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -952605.812500 Penalty: 4484.205566
	Iteration 45Q: 3 clusters Score -952605.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -952609.437500 Penalty: 4484.205566
	Iteration 46Q: 3 clusters Score -952609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -952612.125000 Penalty: 4484.205566
	Iteration 47Q: 3 clusters Score -952612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -952614.812500 Penalty: 4484.205566
	Iteration 48Q: 3 clusters Score -952614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -952614.750000 Penalty: 4484.205566
	Iteration 49Q: 3 clusters Score -952614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -952616.312500 Penalty: 4484.205566
	Iteration 50Q: 3 clusters Score -952616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -952617.062500 Penalty: 4484.205566
	Iteration 51Q: 3 clusters Score -952617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -952621.375000 Penalty: 4484.205566
	Iteration 52Q: 3 clusters Score -952621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -952621.687500 Penalty: 4484.205566
	Iteration 53Q: 3 clusters Score -952621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -952622.187500 Penalty: 4484.205566
	Iteration 54Q: 3 clusters Score -952622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -952623.062500 Penalty: 4484.205566
	Iteration 55Q: 3 clusters Score -952623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -952625.812500 Penalty: 4484.205566
	Iteration 56Q: 3 clusters Score -952625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -952628.187500 Penalty: 4484.205566
	Iteration 57Q: 3 clusters Score -952628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -952633.375000 Penalty: 4484.205566
	Iteration 58Q: 3 clusters Score -952633.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -952638.937500 Penalty: 4484.205566
	Iteration 59Q: 3 clusters Score -952638.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -952642.937500 Penalty: 4484.205566
	Iteration 60F: 3 clusters Score -952642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -952646.500000 Penalty: 4484.205566
	Iteration 61Q: 3 clusters Score -952646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -952649.250000 Penalty: 4484.205566
	Iteration 62Q: 3 clusters Score -952649.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -952653.187500 Penalty: 4484.205566
	Iteration 63Q: 3 clusters Score -952653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -952655.375000 Penalty: 4484.205566
	Iteration 64Q: 3 clusters Score -952655.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -952659.000000 Penalty: 4484.205566
	Iteration 65Q: 3 clusters Score -952659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -952660.562500 Penalty: 4484.205566
	Iteration 66Q: 3 clusters Score -952660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -952662.375000 Penalty: 4484.205566
	Iteration 67Q: 3 clusters Score -952662.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -952663.687500 Penalty: 4484.205566
	Iteration 68Q: 3 clusters Score -952663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -952663.250000 Penalty: 4484.205566
	Iteration 69Q: 3 clusters Score -952663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -952662.500000 Penalty: 4484.205566
	Iteration 70Q: 3 clusters Score -952662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -952664.937500 Penalty: 4484.205566
	Iteration 71Q: 3 clusters Score -952664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -952664.500000 Penalty: 4484.205566
	Iteration 72Q: 3 clusters Score -952664.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -952664.625000 Penalty: 4484.205566
	Iteration 73Q: 3 clusters Score -952664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -952665.500000 Penalty: 4484.205566
	Iteration 74Q: 3 clusters Score -952665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -952665.687500 Penalty: 4484.205566
	Iteration 75Q: 3 clusters Score -952665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -952667.250000 Penalty: 4484.205566
	Iteration 76Q: 3 clusters Score -952667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -952668.062500 Penalty: 4484.205566
	Iteration 77Q: 3 clusters Score -952668.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -952670.625000 Penalty: 4484.205566
	Iteration 78Q: 3 clusters Score -952670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -952675.500000 Penalty: 4484.205566
	Iteration 79Q: 3 clusters Score -952675.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -952679.687500 Penalty: 4484.205566
	Iteration 80F: 3 clusters Score -952679.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -952681.750000 Penalty: 4484.205566
	Iteration 81Q: 3 clusters Score -952681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -952686.875000 Penalty: 4484.205566
	Iteration 82Q: 3 clusters Score -952686.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -952698.500000 Penalty: 4484.205566
	Iteration 83Q: 3 clusters Score -952698.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -952705.687500 Penalty: 4484.205566
	Iteration 84Q: 3 clusters Score -952705.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -952713.500000 Penalty: 4484.205566
	Iteration 85Q: 3 clusters Score -952713.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -952726.750000 Penalty: 4484.205566
	Iteration 86Q: 3 clusters Score -952726.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -952733.812500 Penalty: 4484.205566
	Iteration 87Q: 3 clusters Score -952733.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -952740.937500 Penalty: 4484.205566
	Iteration 88Q: 3 clusters Score -952740.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -952750.125000 Penalty: 4484.205566
	Iteration 89Q: 3 clusters Score -952750.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -952756.875000 Penalty: 4484.205566
	Iteration 90Q: 3 clusters Score -952756.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -952763.375000 Penalty: 4484.205566
	Iteration 91Q: 3 clusters Score -952763.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -952767.250000 Penalty: 4484.205566
	Iteration 92Q: 3 clusters Score -952767.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -952772.250000 Penalty: 4484.205566
	Iteration 93Q: 3 clusters Score -952772.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -952772.875000 Penalty: 4484.205566
	Iteration 94Q: 3 clusters Score -952772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -952773.875000 Penalty: 4484.205566
	Iteration 95Q: 3 clusters Score -952773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -952778.562500 Penalty: 4484.205566
	Iteration 96Q: 3 clusters Score -952778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -952781.625000 Penalty: 4484.205566
	Iteration 97Q: 3 clusters Score -952781.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -952781.250000 Penalty: 4484.205566
	Iteration 98Q: 3 clusters Score -952781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -952784.437500 Penalty: 4484.205566
	Iteration 99Q: 3 clusters Score -952784.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -952789.062500 Penalty: 4484.205566
	Iteration 100F: 3 clusters Score -952789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -952791.312500 Penalty: 4484.205566
	Iteration 101Q: 3 clusters Score -952791.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -952795.437500 Penalty: 4484.205566
	Iteration 102Q: 3 clusters Score -952795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -952798.375000 Penalty: 4484.205566
	Iteration 103Q: 3 clusters Score -952798.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -952803.187500 Penalty: 4484.205566
	Iteration 104Q: 3 clusters Score -952803.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -952807.812500 Penalty: 4484.205566
	Iteration 105Q: 3 clusters Score -952807.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -952813.000000 Penalty: 4484.205566
	Iteration 106Q: 3 clusters Score -952813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -952818.875000 Penalty: 4484.205566
	Iteration 107Q: 3 clusters Score -952818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -952820.750000 Penalty: 4484.205566
	Iteration 108Q: 3 clusters Score -952820.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -952821.187500 Penalty: 4484.205566
	Iteration 109Q: 3 clusters Score -952821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -952821.062500 Penalty: 4484.205566
	Iteration 110Q: 3 clusters Score -952821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -952821.687500 Penalty: 4484.205566
	Iteration 111Q: 3 clusters Score -952821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -952821.062500 Penalty: 4484.205566
	Iteration 112Q: 3 clusters Score -952821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -952822.187500 Penalty: 4484.205566
	Iteration 113Q: 3 clusters Score -952822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -952821.000000 Penalty: 4484.205566
	Iteration 114Q: 3 clusters Score -952821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -952821.750000 Penalty: 4484.205566
	Iteration 115Q: 3 clusters Score -952821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -952821.687500 Penalty: 4484.205566
	Iteration 116Q: 3 clusters Score -952821.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -952821.812500 Penalty: 4484.205566
	Iteration 117Q: 3 clusters Score -952821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -952822.562500 Penalty: 4484.205566
	Iteration 118Q: 3 clusters Score -952822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -952823.687500 Penalty: 4484.205566
	Iteration 119Q: 3 clusters Score -952823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -952823.687500 Penalty: 4484.205566
	Iteration 120F: 3 clusters Score -952823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36211.085938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -36211.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34929.277344 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -34929.28 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35149.746094 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -35149.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35248.992188 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -35248.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35287.593750 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -35287.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35350.089844 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -35350.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35384.894531 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -35384.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35393.851562 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -35393.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35410.539062 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -35410.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35440.472656 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -35440.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35465.421875 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -35465.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35472.500000 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -35472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35483.203125 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -35483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35494.675781 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -35494.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35496.519531 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -35496.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35499.003906 Penalty: 2959.208984
	Iteration 14Q: 3 clusters Score -35499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35499.003906 Penalty: 2959.208984
	Iteration 15F: 3 clusters Score -35499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Entering Unmasked Estep 
Score: -4768001.000000 Penalty: 2634.807861
	Iteration 0F: 2 clusters Score -4768001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4739949.000000 Penalty: 5269.615723
	Iteration 0F: 3 clusters Score -4739949 nChanged 19002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4750471.500000 Penalty: 5269.615723
	Iteration 1F: 3 clusters Score -4750472 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4751177.500000 Penalty: 5269.615723
	Iteration 2Q: 3 clusters Score -4751178 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4751871.000000 Penalty: 5269.615723
	Iteration 3Q: 3 clusters Score -4751871 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4752831.500000 Penalty: 5269.615723
	Iteration 4Q: 3 clusters Score -4752832 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -4754106.000000 Penalty: 5269.615723
	Iteration 5F: 3 clusters Score -4754106 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4756183.000000 Penalty: 5269.615723
	Iteration 6F: 3 clusters Score -4756183 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4758924.000000 Penalty: 5269.615723
	Iteration 7F: 3 clusters Score -4758924 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -4761783.500000 Penalty: 5269.615723
	Iteration 8F: 3 clusters Score -4761784 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4763809.000000 Penalty: 5269.615723
	Iteration 9F: 3 clusters Score -4763809 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4764939.500000 Penalty: 5269.615723
	Iteration 10Q: 3 clusters Score -4764940 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4765394.000000 Penalty: 5269.615723
	Iteration 11Q: 3 clusters Score -4765394 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4765584.000000 Penalty: 5269.615723
	Iteration 12Q: 3 clusters Score -4765584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4765677.000000 Penalty: 5269.615723
	Iteration 13Q: 3 clusters Score -4765677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4765746.000000 Penalty: 5269.615723
	Iteration 14Q: 3 clusters Score -4765746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4765784.500000 Penalty: 5269.615723
	Iteration 15Q: 3 clusters Score -4765784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4765797.000000 Penalty: 5269.615723
	Iteration 16Q: 3 clusters Score -4765797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4765801.000000 Penalty: 5269.615723
	Iteration 17Q: 3 clusters Score -4765801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4765810.000000 Penalty: 5269.615723
	Iteration 18Q: 3 clusters Score -4765810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4765809.000000 Penalty: 5269.615723
	Iteration 19Q: 3 clusters Score -4765809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4765815.000000 Penalty: 5269.615723
	Iteration 20F: 3 clusters Score -4765815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4765819.000000 Penalty: 5269.615723
	Iteration 21Q: 3 clusters Score -4765819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4765819.500000 Penalty: 5269.615723
	Iteration 22Q: 3 clusters Score -4765820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4765822.500000 Penalty: 5269.615723
	Iteration 23Q: 3 clusters Score -4765822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4765822.500000 Penalty: 5269.615723
	Iteration 24F: 3 clusters Score -4765822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Entering Unmasked Estep 
Score: -1288347.750000 Penalty: 2323.694336
	Iteration 0F: 2 clusters Score -1288348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1279640.750000 Penalty: 4647.388672
	Iteration 0F: 3 clusters Score -1279641 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1282375.750000 Penalty: 4647.388672
	Iteration 1F: 3 clusters Score -1282376 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1282828.000000 Penalty: 4647.388672
	Iteration 2F: 3 clusters Score -1282828 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1283230.875000 Penalty: 4647.388672
	Iteration 3F: 3 clusters Score -1283231 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1283582.750000 Penalty: 4647.388672
	Iteration 4F: 3 clusters Score -1283583 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1283900.000000 Penalty: 4647.388672
	Iteration 5F: 3 clusters Score -1283900 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1284180.750000 Penalty: 4647.388672
	Iteration 6Q: 3 clusters Score -1284181 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1284422.375000 Penalty: 4647.388672
	Iteration 7Q: 3 clusters Score -1284422 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1284645.625000 Penalty: 4647.388672
	Iteration 8Q: 3 clusters Score -1284646 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1284868.500000 Penalty: 4647.388672
	Iteration 9Q: 3 clusters Score -1284868 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1285073.000000 Penalty: 4647.388672
	Iteration 10Q: 3 clusters Score -1285073 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1285239.250000 Penalty: 4647.388672
	Iteration 11Q: 3 clusters Score -1285239 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1285392.375000 Penalty: 4647.388672
	Iteration 12Q: 3 clusters Score -1285392 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1285535.375000 Penalty: 4647.388672
	Iteration 13Q: 3 clusters Score -1285535 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1285684.125000 Penalty: 4647.388672
	Iteration 14Q: 3 clusters Score -1285684 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1285833.750000 Penalty: 4647.388672
	Iteration 15Q: 3 clusters Score -1285834 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1285961.250000 Penalty: 4647.388672
	Iteration 16Q: 3 clusters Score -1285961 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1286058.625000 Penalty: 4647.388672
	Iteration 17Q: 3 clusters Score -1286059 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1286157.750000 Penalty: 4647.388672
	Iteration 18Q: 3 clusters Score -1286158 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1286251.250000 Penalty: 4647.388672
	Iteration 19Q: 3 clusters Score -1286251 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1286353.000000 Penalty: 4647.388672
	Iteration 20F: 3 clusters Score -1286353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1286451.625000 Penalty: 4647.388672
	Iteration 21Q: 3 clusters Score -1286452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1286506.500000 Penalty: 4647.388672
	Iteration 22Q: 3 clusters Score -1286506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1286550.750000 Penalty: 4647.388672
	Iteration 23Q: 3 clusters Score -1286551 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1286572.750000 Penalty: 4647.388672
	Iteration 24Q: 3 clusters Score -1286573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1286593.875000 Penalty: 4647.388672
	Iteration 25Q: 3 clusters Score -1286594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1286604.875000 Penalty: 4647.388672
	Iteration 26Q: 3 clusters Score -1286605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1286618.250000 Penalty: 4647.388672
	Iteration 27Q: 3 clusters Score -1286618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1286626.625000 Penalty: 4647.388672
	Iteration 28Q: 3 clusters Score -1286627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1286640.625000 Penalty: 4647.388672
	Iteration 29Q: 3 clusters Score -1286641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1286650.375000 Penalty: 4647.388672
	Iteration 30Q: 3 clusters Score -1286650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1286656.750000 Penalty: 4647.388672
	Iteration 31Q: 3 clusters Score -1286657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1286661.625000 Penalty: 4647.388672
	Iteration 32Q: 3 clusters Score -1286662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1286665.000000 Penalty: 4647.388672
	Iteration 33Q: 3 clusters Score -1286665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1286673.500000 Penalty: 4647.388672
	Iteration 34Q: 3 clusters Score -1286674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1286677.500000 Penalty: 4647.388672
	Iteration 35Q: 3 clusters Score -1286678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1286683.375000 Penalty: 4647.388672
	Iteration 36Q: 3 clusters Score -1286683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1286686.250000 Penalty: 4647.388672
	Iteration 37Q: 3 clusters Score -1286686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1286691.625000 Penalty: 4647.388672
	Iteration 38Q: 3 clusters Score -1286692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1286695.375000 Penalty: 4647.388672
	Iteration 39Q: 3 clusters Score -1286695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1286700.000000 Penalty: 4647.388672
	Iteration 40F: 3 clusters Score -1286700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1286702.375000 Penalty: 4647.388672
	Iteration 41Q: 3 clusters Score -1286702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1286708.375000 Penalty: 4647.388672
	Iteration 42Q: 3 clusters Score -1286708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1286715.250000 Penalty: 4647.388672
	Iteration 43Q: 3 clusters Score -1286715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1286720.375000 Penalty: 4647.388672
	Iteration 44Q: 3 clusters Score -1286720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1286724.125000 Penalty: 4647.388672
	Iteration 45Q: 3 clusters Score -1286724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1286731.625000 Penalty: 4647.388672
	Iteration 46Q: 3 clusters Score -1286732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1286734.125000 Penalty: 4647.388672
	Iteration 47Q: 3 clusters Score -1286734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1286735.000000 Penalty: 4647.388672
	Iteration 48Q: 3 clusters Score -1286735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1286738.875000 Penalty: 4647.388672
	Iteration 49Q: 3 clusters Score -1286739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1286742.000000 Penalty: 4647.388672
	Iteration 50Q: 3 clusters Score -1286742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1286743.375000 Penalty: 4647.388672
	Iteration 51Q: 3 clusters Score -1286743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1286745.750000 Penalty: 4647.388672
	Iteration 52Q: 3 clusters Score -1286746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1286745.750000 Penalty: 4647.388672
	Iteration 53F: 3 clusters Score -1286746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Entering Unmasked Estep 
Score: -784299.000000 Penalty: 2199.610840
	Iteration 0F: 2 clusters Score -784299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -778526.625000 Penalty: 4399.221680
	Iteration 0F: 3 clusters Score -778526.6 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -779994.562500 Penalty: 4399.221680
	Iteration 1F: 3 clusters Score -779994.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -780207.500000 Penalty: 4399.221680
	Iteration 2F: 3 clusters Score -780207.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -780346.500000 Penalty: 4399.221680
	Iteration 3Q: 3 clusters Score -780346.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -780440.500000 Penalty: 4399.221680
	Iteration 4Q: 3 clusters Score -780440.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -780509.625000 Penalty: 4399.221680
	Iteration 5Q: 3 clusters Score -780509.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -780565.625000 Penalty: 4399.221680
	Iteration 6Q: 3 clusters Score -780565.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -780624.062500 Penalty: 4399.221680
	Iteration 7Q: 3 clusters Score -780624.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -780684.687500 Penalty: 4399.221680
	Iteration 8Q: 3 clusters Score -780684.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -780733.625000 Penalty: 4399.221680
	Iteration 9Q: 3 clusters Score -780733.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -780786.000000 Penalty: 4399.221680
	Iteration 10Q: 3 clusters Score -780786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -780845.000000 Penalty: 4399.221680
	Iteration 11Q: 3 clusters Score -780845 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -780904.250000 Penalty: 4399.221680
	Iteration 12Q: 3 clusters Score -780904.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -780971.437500 Penalty: 4399.221680
	Iteration 13Q: 3 clusters Score -780971.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -781039.812500 Penalty: 4399.221680
	Iteration 14Q: 3 clusters Score -781039.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -781121.687500 Penalty: 4399.221680
	Iteration 15Q: 3 clusters Score -781121.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -781199.062500 Penalty: 4399.221680
	Iteration 16Q: 3 clusters Score -781199.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -781277.750000 Penalty: 4399.221680
	Iteration 17Q: 3 clusters Score -781277.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -781358.000000 Penalty: 4399.221680
	Iteration 18Q: 3 clusters Score -781358 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -781423.875000 Penalty: 4399.221680
	Iteration 19Q: 3 clusters Score -781423.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -781478.562500 Penalty: 4399.221680
	Iteration 20F: 3 clusters Score -781478.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -781530.312500 Penalty: 4399.221680
	Iteration 21Q: 3 clusters Score -781530.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -781584.875000 Penalty: 4399.221680
	Iteration 22Q: 3 clusters Score -781584.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -781633.562500 Penalty: 4399.221680
	Iteration 23Q: 3 clusters Score -781633.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -781695.875000 Penalty: 4399.221680
	Iteration 24Q: 3 clusters Score -781695.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -781759.562500 Penalty: 4399.221680
	Iteration 25Q: 3 clusters Score -781759.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -781832.812500 Penalty: 4399.221680
	Iteration 26Q: 3 clusters Score -781832.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -781902.062500 Penalty: 4399.221680
	Iteration 27Q: 3 clusters Score -781902.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -781969.875000 Penalty: 4399.221680
	Iteration 28Q: 3 clusters Score -781969.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -782033.250000 Penalty: 4399.221680
	Iteration 29Q: 3 clusters Score -782033.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -782088.937500 Penalty: 4399.221680
	Iteration 30Q: 3 clusters Score -782088.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -782133.875000 Penalty: 4399.221680
	Iteration 31Q: 3 clusters Score -782133.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -782166.312500 Penalty: 4399.221680
	Iteration 32Q: 3 clusters Score -782166.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -782189.625000 Penalty: 4399.221680
	Iteration 33Q: 3 clusters Score -782189.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -782208.437500 Penalty: 4399.221680
	Iteration 34Q: 3 clusters Score -782208.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -782227.000000 Penalty: 4399.221680
	Iteration 35Q: 3 clusters Score -782227 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -782253.187500 Penalty: 4399.221680
	Iteration 36Q: 3 clusters Score -782253.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -782278.125000 Penalty: 4399.221680
	Iteration 37Q: 3 clusters Score -782278.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -782299.812500 Penalty: 4399.221680
	Iteration 38Q: 3 clusters Score -782299.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -782313.562500 Penalty: 4399.221680
	Iteration 39Q: 3 clusters Score -782313.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -782324.375000 Penalty: 4399.221680
	Iteration 40F: 3 clusters Score -782324.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -782334.312500 Penalty: 4399.221680
	Iteration 41Q: 3 clusters Score -782334.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -782347.312500 Penalty: 4399.221680
	Iteration 42Q: 3 clusters Score -782347.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -782356.562500 Penalty: 4399.221680
	Iteration 43Q: 3 clusters Score -782356.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -782366.500000 Penalty: 4399.221680
	Iteration 44Q: 3 clusters Score -782366.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -782372.312500 Penalty: 4399.221680
	Iteration 45Q: 3 clusters Score -782372.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -782374.750000 Penalty: 4399.221680
	Iteration 46Q: 3 clusters Score -782374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -782376.562500 Penalty: 4399.221680
	Iteration 47Q: 3 clusters Score -782376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -782379.875000 Penalty: 4399.221680
	Iteration 48Q: 3 clusters Score -782379.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -782380.812500 Penalty: 4399.221680
	Iteration 49Q: 3 clusters Score -782380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -782383.812500 Penalty: 4399.221680
	Iteration 50Q: 3 clusters Score -782383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -782385.937500 Penalty: 4399.221680
	Iteration 51Q: 3 clusters Score -782385.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -782386.625000 Penalty: 4399.221680
	Iteration 52Q: 3 clusters Score -782386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -782388.062500 Penalty: 4399.221680
	Iteration 53Q: 3 clusters Score -782388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -782388.687500 Penalty: 4399.221680
	Iteration 54Q: 3 clusters Score -782388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -782390.000000 Penalty: 4399.221680
	Iteration 55Q: 3 clusters Score -782390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -782391.437500 Penalty: 4399.221680
	Iteration 56Q: 3 clusters Score -782391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -782390.625000 Penalty: 4399.221680
	Iteration 57Q: 3 clusters Score -782390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -782391.562500 Penalty: 4399.221680
	Iteration 58Q: 3 clusters Score -782391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -782391.562500 Penalty: 4399.221680
	Iteration 59Q: 3 clusters Score -782391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -782390.875000 Penalty: 4399.221680
	Iteration 60F: 3 clusters Score -782390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -782391.500000 Penalty: 4399.221680
	Iteration 61Q: 3 clusters Score -782391.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -782397.000000 Penalty: 4399.221680
	Iteration 62Q: 3 clusters Score -782397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -782399.000000 Penalty: 4399.221680
	Iteration 63Q: 3 clusters Score -782399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -782402.187500 Penalty: 4399.221680
	Iteration 64Q: 3 clusters Score -782402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -782401.937500 Penalty: 4399.221680
	Iteration 65Q: 3 clusters Score -782401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -782403.750000 Penalty: 4399.221680
	Iteration 66Q: 3 clusters Score -782403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -782404.562500 Penalty: 4399.221680
	Iteration 67Q: 3 clusters Score -782404.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -782406.500000 Penalty: 4399.221680
	Iteration 68Q: 3 clusters Score -782406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -782406.375000 Penalty: 4399.221680
	Iteration 69Q: 3 clusters Score -782406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -782405.250000 Penalty: 4399.221680
	Iteration 70Q: 3 clusters Score -782405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -782407.812500 Penalty: 4399.221680
	Iteration 71Q: 3 clusters Score -782407.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -782408.875000 Penalty: 4399.221680
	Iteration 72Q: 3 clusters Score -782408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -782411.062500 Penalty: 4399.221680
	Iteration 73Q: 3 clusters Score -782411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -782411.750000 Penalty: 4399.221680
	Iteration 74Q: 3 clusters Score -782411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -782413.312500 Penalty: 4399.221680
	Iteration 75Q: 3 clusters Score -782413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -782415.562500 Penalty: 4399.221680
	Iteration 76Q: 3 clusters Score -782415.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -782416.375000 Penalty: 4399.221680
	Iteration 77Q: 3 clusters Score -782416.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -782419.750000 Penalty: 4399.221680
	Iteration 78Q: 3 clusters Score -782419.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -782423.875000 Penalty: 4399.221680
	Iteration 79Q: 3 clusters Score -782423.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -782427.250000 Penalty: 4399.221680
	Iteration 80F: 3 clusters Score -782427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -782431.500000 Penalty: 4399.221680
	Iteration 81Q: 3 clusters Score -782431.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -782432.500000 Penalty: 4399.221680
	Iteration 82Q: 3 clusters Score -782432.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -782438.375000 Penalty: 4399.221680
	Iteration 83Q: 3 clusters Score -782438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -782441.375000 Penalty: 4399.221680
	Iteration 84Q: 3 clusters Score -782441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -782441.750000 Penalty: 4399.221680
	Iteration 85Q: 3 clusters Score -782441.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -782443.062500 Penalty: 4399.221680
	Iteration 86Q: 3 clusters Score -782443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -782444.625000 Penalty: 4399.221680
	Iteration 87Q: 3 clusters Score -782444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -782446.750000 Penalty: 4399.221680
	Iteration 88Q: 3 clusters Score -782446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -782446.750000 Penalty: 4399.221680
	Iteration 89F: 3 clusters Score -782446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1416722.250000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1416722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1407815.000000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1407815 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1410465.875000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1410466 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1410799.000000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1410799 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1411023.000000 Penalty: 4660.040039
	Iteration 3Q: 3 clusters Score -1411023 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1411169.375000 Penalty: 4660.040039
	Iteration 4Q: 3 clusters Score -1411169 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1411306.000000 Penalty: 4660.040039
	Iteration 5Q: 3 clusters Score -1411306 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1411432.250000 Penalty: 4660.040039
	Iteration 6Q: 3 clusters Score -1411432 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1411573.875000 Penalty: 4660.040039
	Iteration 7Q: 3 clusters Score -1411574 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1411714.750000 Penalty: 4660.040039
	Iteration 8Q: 3 clusters Score -1411715 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1411860.750000 Penalty: 4660.040039
	Iteration 9Q: 3 clusters Score -1411861 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1412059.625000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1412060 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1412299.375000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1412299 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1412559.250000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1412559 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1412854.625000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1412855 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1413143.250000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1413143 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1413402.875000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1413403 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1413656.875000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1413657 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1413869.125000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1413869 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1414029.375000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1414029 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1414163.250000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1414163 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1414266.375000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1414266 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1414349.625000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1414350 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1414443.000000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1414443 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1414510.625000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1414511 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1414559.125000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1414559 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1414590.875000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1414591 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1414612.375000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1414612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1414632.125000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1414632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1414646.625000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1414647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1414653.250000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1414653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1414669.000000 Penalty: 4660.040039
	Iteration 30Q: 3 clusters Score -1414669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1414674.750000 Penalty: 4660.040039
	Iteration 31Q: 3 clusters Score -1414675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1414681.500000 Penalty: 4660.040039
	Iteration 32Q: 3 clusters Score -1414682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1414693.250000 Penalty: 4660.040039
	Iteration 33Q: 3 clusters Score -1414693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1414695.375000 Penalty: 4660.040039
	Iteration 34Q: 3 clusters Score -1414695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1414699.750000 Penalty: 4660.040039
	Iteration 35Q: 3 clusters Score -1414700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1414701.750000 Penalty: 4660.040039
	Iteration 36Q: 3 clusters Score -1414702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1414704.250000 Penalty: 4660.040039
	Iteration 37Q: 3 clusters Score -1414704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1414706.125000 Penalty: 4660.040039
	Iteration 38Q: 3 clusters Score -1414706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1414706.250000 Penalty: 4660.040039
	Iteration 39Q: 3 clusters Score -1414706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1414709.875000 Penalty: 4660.040039
	Iteration 40F: 3 clusters Score -1414710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1414708.875000 Penalty: 4660.040039
	Iteration 41Q: 3 clusters Score -1414709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1414708.875000 Penalty: 4660.040039
	Iteration 42F: 3 clusters Score -1414709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82651 members 
Entering Unmasked Estep 
Score: -9663286.000000 Penalty: 2807.950684
	Iteration 0F: 2 clusters Score -9663286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -9607970.000000 Penalty: 5615.901367
	Iteration 0F: 3 clusters Score -9607970 nChanged 38943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -9630371.000000 Penalty: 5615.901367
	Iteration 1F: 3 clusters Score -9630371 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -9631472.000000 Penalty: 5615.901367
	Iteration 2Q: 3 clusters Score -9631472 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -9632533.000000 Penalty: 5615.901367
	Iteration 3Q: 3 clusters Score -9632533 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -9633930.000000 Penalty: 5615.901367
	Iteration 4Q: 3 clusters Score -9633930 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -9635405.000000 Penalty: 5615.901367
	Iteration 5Q: 3 clusters Score -9635405 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -9636936.000000 Penalty: 5615.901367
	Iteration 6Q: 3 clusters Score -9636936 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9638376.000000 Penalty: 5615.901367
	Iteration 7Q: 3 clusters Score -9638376 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -9639919.000000 Penalty: 5615.901367
	Iteration 8Q: 3 clusters Score -9639919 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -9641620.000000 Penalty: 5615.901367
	Iteration 9Q: 3 clusters Score -9641620 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 54425 members 
Entering Unmasked Estep 
Score: -9643653.000000 Penalty: 5615.901367
	Iteration 10Q: 3 clusters Score -9643653 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -9646277.000000 Penalty: 5615.901367
	Iteration 11Q: 3 clusters Score -9646277 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -9649607.000000 Penalty: 5615.901367
	Iteration 12Q: 3 clusters Score -9649607 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -9652429.000000 Penalty: 5615.901367
	Iteration 13Q: 3 clusters Score -9652429 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -9654120.000000 Penalty: 5615.901367
	Iteration 14Q: 3 clusters Score -9654120 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -9655013.000000 Penalty: 5615.901367
	Iteration 15Q: 3 clusters Score -9655013 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 65251 members 
Entering Unmasked Estep 
Score: -9655624.000000 Penalty: 5615.901367
	Iteration 16Q: 3 clusters Score -9655624 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -9656116.000000 Penalty: 5615.901367
	Iteration 17Q: 3 clusters Score -9656116 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -9656449.000000 Penalty: 5615.901367
	Iteration 18Q: 3 clusters Score -9656449 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -9656793.000000 Penalty: 5615.901367
	Iteration 19Q: 3 clusters Score -9656793 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -9657124.000000 Penalty: 5615.901367
	Iteration 20F: 3 clusters Score -9657124 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -9657499.000000 Penalty: 5615.901367
	Iteration 21Q: 3 clusters Score -9657499 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -9657888.000000 Penalty: 5615.901367
	Iteration 22Q: 3 clusters Score -9657888 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -9658206.000000 Penalty: 5615.901367
	Iteration 23Q: 3 clusters Score -9658206 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -9658482.000000 Penalty: 5615.901367
	Iteration 24Q: 3 clusters Score -9658482 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -9658706.000000 Penalty: 5615.901367
	Iteration 25Q: 3 clusters Score -9658706 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -9658963.000000 Penalty: 5615.901367
	Iteration 26Q: 3 clusters Score -9658963 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 74365 members 
Entering Unmasked Estep 
Score: -9659184.000000 Penalty: 5615.901367
	Iteration 27Q: 3 clusters Score -9659184 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -9659404.000000 Penalty: 5615.901367
	Iteration 28Q: 3 clusters Score -9659404 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -9659553.000000 Penalty: 5615.901367
	Iteration 29Q: 3 clusters Score -9659553 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -9659739.000000 Penalty: 5615.901367
	Iteration 30Q: 3 clusters Score -9659739 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 76402 members 
Entering Unmasked Estep 
Score: -9659854.000000 Penalty: 5615.901367
	Iteration 31Q: 3 clusters Score -9659854 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -9660074.000000 Penalty: 5615.901367
	Iteration 32Q: 3 clusters Score -9660074 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -9660247.000000 Penalty: 5615.901367
	Iteration 33Q: 3 clusters Score -9660247 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -9660431.000000 Penalty: 5615.901367
	Iteration 34Q: 3 clusters Score -9660431 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 78019 members 
Entering Unmasked Estep 
Score: -9660559.000000 Penalty: 5615.901367
	Iteration 35Q: 3 clusters Score -9660559 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -9660713.000000 Penalty: 5615.901367
	Iteration 36Q: 3 clusters Score -9660713 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -9660829.000000 Penalty: 5615.901367
	Iteration 37Q: 3 clusters Score -9660829 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -9660889.000000 Penalty: 5615.901367
	Iteration 38Q: 3 clusters Score -9660889 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -9660949.000000 Penalty: 5615.901367
	Iteration 39Q: 3 clusters Score -9660949 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -9661012.000000 Penalty: 5615.901367
	Iteration 40F: 3 clusters Score -9661012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -9661036.000000 Penalty: 5615.901367
	Iteration 41Q: 3 clusters Score -9661036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -9661116.000000 Penalty: 5615.901367
	Iteration 42Q: 3 clusters Score -9661116 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -9661152.000000 Penalty: 5615.901367
	Iteration 43Q: 3 clusters Score -9661152 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 79808 members 
Entering Unmasked Estep 
Score: -9661194.000000 Penalty: 5615.901367
	Iteration 44Q: 3 clusters Score -9661194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 79903 members 
Entering Unmasked Estep 
Score: -9661229.000000 Penalty: 5615.901367
	Iteration 45Q: 3 clusters Score -9661229 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -9661255.000000 Penalty: 5615.901367
	Iteration 46Q: 3 clusters Score -9661255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -9661270.000000 Penalty: 5615.901367
	Iteration 47Q: 3 clusters Score -9661270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -9661265.000000 Penalty: 5615.901367
	Iteration 48Q: 3 clusters Score -9661265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -9661263.000000 Penalty: 5615.901367
	Iteration 49Q: 3 clusters Score -9661263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -9661276.000000 Penalty: 5615.901367
	Iteration 50Q: 3 clusters Score -9661276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -9661282.000000 Penalty: 5615.901367
	Iteration 51Q: 3 clusters Score -9661282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -9661280.000000 Penalty: 5615.901367
	Iteration 52Q: 3 clusters Score -9661280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -9661285.000000 Penalty: 5615.901367
	Iteration 53Q: 3 clusters Score -9661285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -9661323.000000 Penalty: 5615.901367
	Iteration 54Q: 3 clusters Score -9661323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -9661332.000000 Penalty: 5615.901367
	Iteration 55Q: 3 clusters Score -9661332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 80333 members 
Entering Unmasked Estep 
Score: -9661323.000000 Penalty: 5615.901367
	Iteration 56Q: 3 clusters Score -9661323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -9661328.000000 Penalty: 5615.901367
	Iteration 57Q: 3 clusters Score -9661328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -9661319.000000 Penalty: 5615.901367
	Iteration 58Q: 3 clusters Score -9661319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -9661318.000000 Penalty: 5615.901367
	Iteration 59Q: 3 clusters Score -9661318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -9661327.000000 Penalty: 5615.901367
	Iteration 60F: 3 clusters Score -9661327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 80418 members 
Entering Unmasked Estep 
Score: -9661336.000000 Penalty: 5615.901367
	Iteration 61Q: 3 clusters Score -9661336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -9661355.000000 Penalty: 5615.901367
	Iteration 62Q: 3 clusters Score -9661355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 80446 members 
Entering Unmasked Estep 
Score: -9661356.000000 Penalty: 5615.901367
	Iteration 63Q: 3 clusters Score -9661356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -9661369.000000 Penalty: 5615.901367
	Iteration 64Q: 3 clusters Score -9661369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -9661377.000000 Penalty: 5615.901367
	Iteration 65Q: 3 clusters Score -9661377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -9661371.000000 Penalty: 5615.901367
	Iteration 66Q: 3 clusters Score -9661371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 80486 members 
Entering Unmasked Estep 
Score: -9661368.000000 Penalty: 5615.901367
	Iteration 67Q: 3 clusters Score -9661368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 80490 members 
Entering Unmasked Estep 
Score: -9661368.000000 Penalty: 5615.901367
	Iteration 68Q: 3 clusters Score -9661368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -9661363.000000 Penalty: 5615.901367
	Iteration 69Q: 3 clusters Score -9661363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -9661358.000000 Penalty: 5615.901367
	Iteration 70Q: 3 clusters Score -9661358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -9661363.000000 Penalty: 5615.901367
	Iteration 71Q: 3 clusters Score -9661363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -9661359.000000 Penalty: 5615.901367
	Iteration 72Q: 3 clusters Score -9661359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -9661358.000000 Penalty: 5615.901367
	Iteration 73Q: 3 clusters Score -9661358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -9661353.000000 Penalty: 5615.901367
	Iteration 74Q: 3 clusters Score -9661353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -9661353.000000 Penalty: 5615.901367
	Iteration 75F: 3 clusters Score -9661353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (18173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Entering Unmasked Estep 
Score: -2154957.250000 Penalty: 2432.307861
	Iteration 0F: 2 clusters Score -2154957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2142062.000000 Penalty: 4864.615723
	Iteration 0F: 3 clusters Score -2142062 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2146294.750000 Penalty: 4864.615723
	Iteration 1F: 3 clusters Score -2146295 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2146690.250000 Penalty: 4864.615723
	Iteration 2F: 3 clusters Score -2146690 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2147008.750000 Penalty: 4864.615723
	Iteration 3Q: 3 clusters Score -2147009 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2147320.000000 Penalty: 4864.615723
	Iteration 4Q: 3 clusters Score -2147320 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2147672.750000 Penalty: 4864.615723
	Iteration 5Q: 3 clusters Score -2147673 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2148160.000000 Penalty: 4864.615723
	Iteration 6Q: 3 clusters Score -2148160 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2148739.500000 Penalty: 4864.615723
	Iteration 7F: 3 clusters Score -2148740 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2149409.750000 Penalty: 4864.615723
	Iteration 8F: 3 clusters Score -2149410 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2150112.750000 Penalty: 4864.615723
	Iteration 9F: 3 clusters Score -2150113 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2150836.750000 Penalty: 4864.615723
	Iteration 10Q: 3 clusters Score -2150837 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2151495.750000 Penalty: 4864.615723
	Iteration 11Q: 3 clusters Score -2151496 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2152006.000000 Penalty: 4864.615723
	Iteration 12Q: 3 clusters Score -2152006 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2152368.000000 Penalty: 4864.615723
	Iteration 13Q: 3 clusters Score -2152368 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2152588.000000 Penalty: 4864.615723
	Iteration 14Q: 3 clusters Score -2152588 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2152709.250000 Penalty: 4864.615723
	Iteration 15Q: 3 clusters Score -2152709 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2152788.250000 Penalty: 4864.615723
	Iteration 16Q: 3 clusters Score -2152788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2152838.000000 Penalty: 4864.615723
	Iteration 17Q: 3 clusters Score -2152838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2152877.750000 Penalty: 4864.615723
	Iteration 18Q: 3 clusters Score -2152878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2152896.500000 Penalty: 4864.615723
	Iteration 19Q: 3 clusters Score -2152896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2152910.000000 Penalty: 4864.615723
	Iteration 20F: 3 clusters Score -2152910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2152922.000000 Penalty: 4864.615723
	Iteration 21Q: 3 clusters Score -2152922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2152931.500000 Penalty: 4864.615723
	Iteration 22Q: 3 clusters Score -2152932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2152935.000000 Penalty: 4864.615723
	Iteration 23Q: 3 clusters Score -2152935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2152943.250000 Penalty: 4864.615723
	Iteration 24Q: 3 clusters Score -2152943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2152948.500000 Penalty: 4864.615723
	Iteration 25Q: 3 clusters Score -2152948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2152960.000000 Penalty: 4864.615723
	Iteration 26Q: 3 clusters Score -2152960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2152956.500000 Penalty: 4864.615723
	Iteration 27Q: 3 clusters Score -2152956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2152959.250000 Penalty: 4864.615723
	Iteration 28Q: 3 clusters Score -2152959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2152962.750000 Penalty: 4864.615723
	Iteration 29Q: 3 clusters Score -2152963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2152961.250000 Penalty: 4864.615723
	Iteration 30Q: 3 clusters Score -2152961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2152970.750000 Penalty: 4864.615723
	Iteration 31Q: 3 clusters Score -2152971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2152975.000000 Penalty: 4864.615723
	Iteration 32Q: 3 clusters Score -2152975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2152974.750000 Penalty: 4864.615723
	Iteration 33Q: 3 clusters Score -2152975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2152981.250000 Penalty: 4864.615723
	Iteration 34Q: 3 clusters Score -2152981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2152983.500000 Penalty: 4864.615723
	Iteration 35Q: 3 clusters Score -2152984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2152987.750000 Penalty: 4864.615723
	Iteration 36Q: 3 clusters Score -2152988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2152993.000000 Penalty: 4864.615723
	Iteration 37Q: 3 clusters Score -2152993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2152991.250000 Penalty: 4864.615723
	Iteration 38Q: 3 clusters Score -2152991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2152991.500000 Penalty: 4864.615723
	Iteration 39Q: 3 clusters Score -2152992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2152991.500000 Penalty: 4864.615723
	Iteration 40F: 3 clusters Score -2152992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Entering Unmasked Estep 
Score: -4149558.250000 Penalty: 2598.437256
	Iteration 0F: 2 clusters Score -4149558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4125412.000000 Penalty: 5196.874512
	Iteration 0F: 3 clusters Score -4125412 nChanged 16113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -4134220.500000 Penalty: 5196.874512
	Iteration 1F: 3 clusters Score -4134220 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4135056.250000 Penalty: 5196.874512
	Iteration 2F: 3 clusters Score -4135056 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4136070.750000 Penalty: 5196.874512
	Iteration 3F: 3 clusters Score -4136071 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -4137246.750000 Penalty: 5196.874512
	Iteration 4F: 3 clusters Score -4137247 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -4138585.000000 Penalty: 5196.874512
	Iteration 5F: 3 clusters Score -4138585 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4140146.250000 Penalty: 5196.874512
	Iteration 6F: 3 clusters Score -4140146 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4141783.250000 Penalty: 5196.874512
	Iteration 7F: 3 clusters Score -4141783 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -4143313.750000 Penalty: 5196.874512
	Iteration 8F: 3 clusters Score -4143314 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4144699.250000 Penalty: 5196.874512
	Iteration 9F: 3 clusters Score -4144699 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -4145653.250000 Penalty: 5196.874512
	Iteration 10Q: 3 clusters Score -4145653 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4146262.750000 Penalty: 5196.874512
	Iteration 11Q: 3 clusters Score -4146263 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4146653.250000 Penalty: 5196.874512
	Iteration 12Q: 3 clusters Score -4146653 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -4146918.250000 Penalty: 5196.874512
	Iteration 13Q: 3 clusters Score -4146918 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -4147076.500000 Penalty: 5196.874512
	Iteration 14Q: 3 clusters Score -4147076 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4147187.000000 Penalty: 5196.874512
	Iteration 15Q: 3 clusters Score -4147187 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -4147225.000000 Penalty: 5196.874512
	Iteration 16Q: 3 clusters Score -4147225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4147276.750000 Penalty: 5196.874512
	Iteration 17Q: 3 clusters Score -4147277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -4147327.000000 Penalty: 5196.874512
	Iteration 18Q: 3 clusters Score -4147327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4147361.250000 Penalty: 5196.874512
	Iteration 19Q: 3 clusters Score -4147361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -4147384.000000 Penalty: 5196.874512
	Iteration 20F: 3 clusters Score -4147384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -4147416.000000 Penalty: 5196.874512
	Iteration 21Q: 3 clusters Score -4147416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4147429.500000 Penalty: 5196.874512
	Iteration 22Q: 3 clusters Score -4147430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4147437.750000 Penalty: 5196.874512
	Iteration 23Q: 3 clusters Score -4147438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -4147453.500000 Penalty: 5196.874512
	Iteration 24Q: 3 clusters Score -4147454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4147459.750000 Penalty: 5196.874512
	Iteration 25Q: 3 clusters Score -4147460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4147469.250000 Penalty: 5196.874512
	Iteration 26Q: 3 clusters Score -4147469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4147467.250000 Penalty: 5196.874512
	Iteration 27Q: 3 clusters Score -4147467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -4147467.500000 Penalty: 5196.874512
	Iteration 28Q: 3 clusters Score -4147468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4147476.000000 Penalty: 5196.874512
	Iteration 29Q: 3 clusters Score -4147476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -4147478.250000 Penalty: 5196.874512
	Iteration 30Q: 3 clusters Score -4147478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4147484.250000 Penalty: 5196.874512
	Iteration 31Q: 3 clusters Score -4147484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -4147492.000000 Penalty: 5196.874512
	Iteration 32Q: 3 clusters Score -4147492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -4147493.500000 Penalty: 5196.874512
	Iteration 33Q: 3 clusters Score -4147494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4147500.250000 Penalty: 5196.874512
	Iteration 34Q: 3 clusters Score -4147500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -4147506.500000 Penalty: 5196.874512
	Iteration 35Q: 3 clusters Score -4147506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4147506.500000 Penalty: 5196.874512
	Iteration 36Q: 3 clusters Score -4147506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -4147508.250000 Penalty: 5196.874512
	Iteration 37Q: 3 clusters Score -4147508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4147509.500000 Penalty: 5196.874512
	Iteration 38Q: 3 clusters Score -4147510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4147506.000000 Penalty: 5196.874512
	Iteration 39Q: 3 clusters Score -4147506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4147503.000000 Penalty: 5196.874512
	Iteration 40F: 3 clusters Score -4147503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4147505.250000 Penalty: 5196.874512
	Iteration 41Q: 3 clusters Score -4147505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4147505.250000 Penalty: 5196.874512
	Iteration 42F: 3 clusters Score -4147505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Entering Unmasked Estep 
Score: -986870.625000 Penalty: 2256.764160
	Iteration 0F: 2 clusters Score -986870.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -979879.875000 Penalty: 4513.528320
	Iteration 0F: 3 clusters Score -979879.9 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -982145.375000 Penalty: 4513.528320
	Iteration 1F: 3 clusters Score -982145.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -982674.937500 Penalty: 4513.528320
	Iteration 2F: 3 clusters Score -982674.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -983085.250000 Penalty: 4513.528320
	Iteration 3F: 3 clusters Score -983085.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -983421.000000 Penalty: 4513.528320
	Iteration 4F: 3 clusters Score -983421 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -983633.125000 Penalty: 4513.528320
	Iteration 5Q: 3 clusters Score -983633.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -983803.750000 Penalty: 4513.528320
	Iteration 6Q: 3 clusters Score -983803.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -983951.687500 Penalty: 4513.528320
	Iteration 7Q: 3 clusters Score -983951.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -984079.437500 Penalty: 4513.528320
	Iteration 8Q: 3 clusters Score -984079.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -984184.000000 Penalty: 4513.528320
	Iteration 9Q: 3 clusters Score -984184 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -984290.000000 Penalty: 4513.528320
	Iteration 10Q: 3 clusters Score -984290 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -984417.250000 Penalty: 4513.528320
	Iteration 11Q: 3 clusters Score -984417.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -984565.187500 Penalty: 4513.528320
	Iteration 12Q: 3 clusters Score -984565.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -984722.062500 Penalty: 4513.528320
	Iteration 13Q: 3 clusters Score -984722.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -984906.687500 Penalty: 4513.528320
	Iteration 14Q: 3 clusters Score -984906.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -985081.437500 Penalty: 4513.528320
	Iteration 15Q: 3 clusters Score -985081.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -985251.875000 Penalty: 4513.528320
	Iteration 16Q: 3 clusters Score -985251.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -985372.375000 Penalty: 4513.528320
	Iteration 17Q: 3 clusters Score -985372.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -985469.000000 Penalty: 4513.528320
	Iteration 18Q: 3 clusters Score -985469 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -985563.000000 Penalty: 4513.528320
	Iteration 19Q: 3 clusters Score -985563 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -985700.062500 Penalty: 4513.528320
	Iteration 20F: 3 clusters Score -985700.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -985795.625000 Penalty: 4513.528320
	Iteration 21Q: 3 clusters Score -985795.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -985870.000000 Penalty: 4513.528320
	Iteration 22Q: 3 clusters Score -985870 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -985930.375000 Penalty: 4513.528320
	Iteration 23Q: 3 clusters Score -985930.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -985971.062500 Penalty: 4513.528320
	Iteration 24Q: 3 clusters Score -985971.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -985996.437500 Penalty: 4513.528320
	Iteration 25Q: 3 clusters Score -985996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -986013.000000 Penalty: 4513.528320
	Iteration 26Q: 3 clusters Score -986013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -986027.062500 Penalty: 4513.528320
	Iteration 27Q: 3 clusters Score -986027.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -986036.562500 Penalty: 4513.528320
	Iteration 28Q: 3 clusters Score -986036.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -986043.250000 Penalty: 4513.528320
	Iteration 29Q: 3 clusters Score -986043.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -986049.187500 Penalty: 4513.528320
	Iteration 30Q: 3 clusters Score -986049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -986053.375000 Penalty: 4513.528320
	Iteration 31Q: 3 clusters Score -986053.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -986058.875000 Penalty: 4513.528320
	Iteration 32Q: 3 clusters Score -986058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -986062.250000 Penalty: 4513.528320
	Iteration 33Q: 3 clusters Score -986062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -986065.625000 Penalty: 4513.528320
	Iteration 34Q: 3 clusters Score -986065.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -986068.250000 Penalty: 4513.528320
	Iteration 35Q: 3 clusters Score -986068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -986069.562500 Penalty: 4513.528320
	Iteration 36Q: 3 clusters Score -986069.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -986069.562500 Penalty: 4513.528320
	Iteration 37F: 3 clusters Score -986069.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (99127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Entering Unmasked Estep 
Score: -11719336.000000 Penalty: 2853.031006
	Iteration 0F: 2 clusters Score -1.171934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -11652861.000000 Penalty: 5706.062012
	Iteration 0F: 3 clusters Score -1.165286e+07 nChanged 47033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -11679612.000000 Penalty: 5706.062012
	Iteration 1F: 3 clusters Score -1.167961e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -11680407.000000 Penalty: 5706.062012
	Iteration 2Q: 3 clusters Score -1.168041e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -11681114.000000 Penalty: 5706.062012
	Iteration 3Q: 3 clusters Score -1.168111e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -11682004.000000 Penalty: 5706.062012
	Iteration 4Q: 3 clusters Score -1.1682e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -11683139.000000 Penalty: 5706.062012
	Iteration 5Q: 3 clusters Score -1.168314e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -11685266.000000 Penalty: 5706.062012
	Iteration 6Q: 3 clusters Score -1.168527e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -11688524.000000 Penalty: 5706.062012
	Iteration 7F: 3 clusters Score -1.168852e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71445 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -11693503.000000 Penalty: 5706.062012
	Iteration 8F: 3 clusters Score -1.16935e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -11700014.000000 Penalty: 5706.062012
	Iteration 9F: 3 clusters Score -1.170001e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -11706335.000000 Penalty: 5706.062012
	Iteration 10F: 3 clusters Score -1.170634e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -11711195.000000 Penalty: 5706.062012
	Iteration 11F: 3 clusters Score -1.17112e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -11713948.000000 Penalty: 5706.062012
	Iteration 12Q: 3 clusters Score -1.171395e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95955 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -11715383.000000 Penalty: 5706.062012
	Iteration 13Q: 3 clusters Score -1.171538e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11716060.000000 Penalty: 5706.062012
	Iteration 14Q: 3 clusters Score -1.171606e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11716516.000000 Penalty: 5706.062012
	Iteration 15Q: 3 clusters Score -1.171652e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -11716752.000000 Penalty: 5706.062012
	Iteration 16Q: 3 clusters Score -1.171675e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97820 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11716885.000000 Penalty: 5706.062012
	Iteration 17Q: 3 clusters Score -1.171688e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11716963.000000 Penalty: 5706.062012
	Iteration 18Q: 3 clusters Score -1.171696e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11717041.000000 Penalty: 5706.062012
	Iteration 19Q: 3 clusters Score -1.171704e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98081 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -11717098.000000 Penalty: 5706.062012
	Iteration 20F: 3 clusters Score -1.17171e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11717132.000000 Penalty: 5706.062012
	Iteration 21Q: 3 clusters Score -1.171713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98147 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -11717164.000000 Penalty: 5706.062012
	Iteration 22Q: 3 clusters Score -1.171716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98172 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11717175.000000 Penalty: 5706.062012
	Iteration 23Q: 3 clusters Score -1.171718e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11717173.000000 Penalty: 5706.062012
	Iteration 24Q: 3 clusters Score -1.171717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11717184.000000 Penalty: 5706.062012
	Iteration 25Q: 3 clusters Score -1.171718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11717194.000000 Penalty: 5706.062012
	Iteration 26Q: 3 clusters Score -1.171719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11717188.000000 Penalty: 5706.062012
	Iteration 27Q: 3 clusters Score -1.171719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98231 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11717194.000000 Penalty: 5706.062012
	Iteration 28Q: 3 clusters Score -1.171719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -11717201.000000 Penalty: 5706.062012
	Iteration 29Q: 3 clusters Score -1.17172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11717203.000000 Penalty: 5706.062012
	Iteration 30Q: 3 clusters Score -1.17172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11717215.000000 Penalty: 5706.062012
	Iteration 31Q: 3 clusters Score -1.171722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98247 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11717212.000000 Penalty: 5706.062012
	Iteration 32Q: 3 clusters Score -1.171721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11717215.000000 Penalty: 5706.062012
	Iteration 33Q: 3 clusters Score -1.171722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98248 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11717215.000000 Penalty: 5706.062012
	Iteration 34F: 3 clusters Score -1.171722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Entering Unmasked Estep 
Score: -2654003.250000 Penalty: 2491.887695
	Iteration 0F: 2 clusters Score -2654003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2637878.250000 Penalty: 4983.775391
	Iteration 0F: 3 clusters Score -2637878 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2643401.750000 Penalty: 4983.775391
	Iteration 1F: 3 clusters Score -2643402 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2643862.250000 Penalty: 4983.775391
	Iteration 2F: 3 clusters Score -2643862 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2644268.500000 Penalty: 4983.775391
	Iteration 3Q: 3 clusters Score -2644268 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2644655.000000 Penalty: 4983.775391
	Iteration 4Q: 3 clusters Score -2644655 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2645089.750000 Penalty: 4983.775391
	Iteration 5Q: 3 clusters Score -2645090 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2645647.250000 Penalty: 4983.775391
	Iteration 6Q: 3 clusters Score -2645647 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2646282.750000 Penalty: 4983.775391
	Iteration 7F: 3 clusters Score -2646283 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2647008.750000 Penalty: 4983.775391
	Iteration 8F: 3 clusters Score -2647009 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2647758.500000 Penalty: 4983.775391
	Iteration 9F: 3 clusters Score -2647758 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2648463.750000 Penalty: 4983.775391
	Iteration 10Q: 3 clusters Score -2648464 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2649051.250000 Penalty: 4983.775391
	Iteration 11Q: 3 clusters Score -2649051 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2649563.000000 Penalty: 4983.775391
	Iteration 12Q: 3 clusters Score -2649563 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2649995.250000 Penalty: 4983.775391
	Iteration 13Q: 3 clusters Score -2649995 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2650388.000000 Penalty: 4983.775391
	Iteration 14Q: 3 clusters Score -2650388 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2650697.250000 Penalty: 4983.775391
	Iteration 15Q: 3 clusters Score -2650697 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2650963.250000 Penalty: 4983.775391
	Iteration 16Q: 3 clusters Score -2650963 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2651163.500000 Penalty: 4983.775391
	Iteration 17Q: 3 clusters Score -2651164 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2651350.000000 Penalty: 4983.775391
	Iteration 18Q: 3 clusters Score -2651350 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2651480.750000 Penalty: 4983.775391
	Iteration 19Q: 3 clusters Score -2651481 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2651596.250000 Penalty: 4983.775391
	Iteration 20F: 3 clusters Score -2651596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2651682.000000 Penalty: 4983.775391
	Iteration 21Q: 3 clusters Score -2651682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2651733.750000 Penalty: 4983.775391
	Iteration 22Q: 3 clusters Score -2651734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2651778.500000 Penalty: 4983.775391
	Iteration 23Q: 3 clusters Score -2651778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2651808.000000 Penalty: 4983.775391
	Iteration 24Q: 3 clusters Score -2651808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2651836.000000 Penalty: 4983.775391
	Iteration 25Q: 3 clusters Score -2651836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2651853.000000 Penalty: 4983.775391
	Iteration 26Q: 3 clusters Score -2651853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2651867.500000 Penalty: 4983.775391
	Iteration 27Q: 3 clusters Score -2651868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2651884.750000 Penalty: 4983.775391
	Iteration 28Q: 3 clusters Score -2651885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2651892.250000 Penalty: 4983.775391
	Iteration 29Q: 3 clusters Score -2651892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2651897.000000 Penalty: 4983.775391
	Iteration 30Q: 3 clusters Score -2651897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2651898.000000 Penalty: 4983.775391
	Iteration 31Q: 3 clusters Score -2651898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2651898.000000 Penalty: 4983.775391
	Iteration 32Q: 3 clusters Score -2651898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2651898.000000 Penalty: 4983.775391
	Iteration 33F: 3 clusters Score -2651898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Entering Unmasked Estep 
Score: -1620922.000000 Penalty: 2347.027344
	Iteration 0F: 2 clusters Score -1620922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1611364.875000 Penalty: 4694.054688
	Iteration 0F: 3 clusters Score -1611365 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1614247.625000 Penalty: 4694.054688
	Iteration 1F: 3 clusters Score -1614248 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1614518.375000 Penalty: 4694.054688
	Iteration 2F: 3 clusters Score -1614518 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1614692.625000 Penalty: 4694.054688
	Iteration 3Q: 3 clusters Score -1614693 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1614813.250000 Penalty: 4694.054688
	Iteration 4Q: 3 clusters Score -1614813 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1614896.875000 Penalty: 4694.054688
	Iteration 5Q: 3 clusters Score -1614897 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1614964.375000 Penalty: 4694.054688
	Iteration 6Q: 3 clusters Score -1614964 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1615012.000000 Penalty: 4694.054688
	Iteration 7Q: 3 clusters Score -1615012 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1615041.625000 Penalty: 4694.054688
	Iteration 8Q: 3 clusters Score -1615042 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1615063.875000 Penalty: 4694.054688
	Iteration 9Q: 3 clusters Score -1615064 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1615089.125000 Penalty: 4694.054688
	Iteration 10Q: 3 clusters Score -1615089 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1615107.875000 Penalty: 4694.054688
	Iteration 11Q: 3 clusters Score -1615108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1615119.750000 Penalty: 4694.054688
	Iteration 12Q: 3 clusters Score -1615120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1615137.625000 Penalty: 4694.054688
	Iteration 13Q: 3 clusters Score -1615138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1615162.875000 Penalty: 4694.054688
	Iteration 14Q: 3 clusters Score -1615163 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1615181.000000 Penalty: 4694.054688
	Iteration 15Q: 3 clusters Score -1615181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1615197.500000 Penalty: 4694.054688
	Iteration 16Q: 3 clusters Score -1615198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1615212.500000 Penalty: 4694.054688
	Iteration 17Q: 3 clusters Score -1615212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1615229.875000 Penalty: 4694.054688
	Iteration 18Q: 3 clusters Score -1615230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1615240.500000 Penalty: 4694.054688
	Iteration 19Q: 3 clusters Score -1615240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1615260.375000 Penalty: 4694.054688
	Iteration 20F: 3 clusters Score -1615260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1615275.875000 Penalty: 4694.054688
	Iteration 21Q: 3 clusters Score -1615276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1615292.000000 Penalty: 4694.054688
	Iteration 22Q: 3 clusters Score -1615292 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1615309.375000 Penalty: 4694.054688
	Iteration 23Q: 3 clusters Score -1615309 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1615328.875000 Penalty: 4694.054688
	Iteration 24Q: 3 clusters Score -1615329 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1615348.375000 Penalty: 4694.054688
	Iteration 25Q: 3 clusters Score -1615348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1615368.375000 Penalty: 4694.054688
	Iteration 26Q: 3 clusters Score -1615368 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1615390.625000 Penalty: 4694.054688
	Iteration 27Q: 3 clusters Score -1615391 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1615421.500000 Penalty: 4694.054688
	Iteration 28Q: 3 clusters Score -1615422 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1615434.875000 Penalty: 4694.054688
	Iteration 29Q: 3 clusters Score -1615435 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1615468.500000 Penalty: 4694.054688
	Iteration 30Q: 3 clusters Score -1615468 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1615517.500000 Penalty: 4694.054688
	Iteration 31Q: 3 clusters Score -1615518 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1615575.000000 Penalty: 4694.054688
	Iteration 32Q: 3 clusters Score -1615575 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1615655.000000 Penalty: 4694.054688
	Iteration 33Q: 3 clusters Score -1615655 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1615751.875000 Penalty: 4694.054688
	Iteration 34Q: 3 clusters Score -1615752 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1615878.750000 Penalty: 4694.054688
	Iteration 35Q: 3 clusters Score -1615879 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1616060.750000 Penalty: 4694.054688
	Iteration 36Q: 3 clusters Score -1616061 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1616323.250000 Penalty: 4694.054688
	Iteration 37Q: 3 clusters Score -1616323 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1616643.125000 Penalty: 4694.054688
	Iteration 38Q: 3 clusters Score -1616643 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1617065.625000 Penalty: 4694.054688
	Iteration 39Q: 3 clusters Score -1617066 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1617485.625000 Penalty: 4694.054688
	Iteration 40F: 3 clusters Score -1617486 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1617866.250000 Penalty: 4694.054688
	Iteration 41Q: 3 clusters Score -1617866 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1618209.750000 Penalty: 4694.054688
	Iteration 42Q: 3 clusters Score -1618210 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1618472.750000 Penalty: 4694.054688
	Iteration 43Q: 3 clusters Score -1618473 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1618612.000000 Penalty: 4694.054688
	Iteration 44Q: 3 clusters Score -1618612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1618695.750000 Penalty: 4694.054688
	Iteration 45Q: 3 clusters Score -1618696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1618767.500000 Penalty: 4694.054688
	Iteration 46Q: 3 clusters Score -1618768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1618809.000000 Penalty: 4694.054688
	Iteration 47Q: 3 clusters Score -1618809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1618844.375000 Penalty: 4694.054688
	Iteration 48Q: 3 clusters Score -1618844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1618865.625000 Penalty: 4694.054688
	Iteration 49Q: 3 clusters Score -1618866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1618881.625000 Penalty: 4694.054688
	Iteration 50Q: 3 clusters Score -1618882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1618892.375000 Penalty: 4694.054688
	Iteration 51Q: 3 clusters Score -1618892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1618896.500000 Penalty: 4694.054688
	Iteration 52Q: 3 clusters Score -1618896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1618902.000000 Penalty: 4694.054688
	Iteration 53Q: 3 clusters Score -1618902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1618908.625000 Penalty: 4694.054688
	Iteration 54Q: 3 clusters Score -1618909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1618913.625000 Penalty: 4694.054688
	Iteration 55Q: 3 clusters Score -1618914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1618917.125000 Penalty: 4694.054688
	Iteration 56Q: 3 clusters Score -1618917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1618918.625000 Penalty: 4694.054688
	Iteration 57Q: 3 clusters Score -1618919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1618918.500000 Penalty: 4694.054688
	Iteration 58Q: 3 clusters Score -1618918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1618921.000000 Penalty: 4694.054688
	Iteration 59Q: 3 clusters Score -1618921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1618921.000000 Penalty: 4694.054688
	Iteration 60F: 3 clusters Score -1618921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Entering Unmasked Estep 
Score: -2513334.500000 Penalty: 2456.139404
	Iteration 0F: 2 clusters Score -2513334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2499172.750000 Penalty: 4912.278809
	Iteration 0F: 3 clusters Score -2499173 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2503797.500000 Penalty: 4912.278809
	Iteration 1F: 3 clusters Score -2503798 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2504096.750000 Penalty: 4912.278809
	Iteration 2Q: 3 clusters Score -2504097 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2504364.250000 Penalty: 4912.278809
	Iteration 3Q: 3 clusters Score -2504364 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2504597.250000 Penalty: 4912.278809
	Iteration 4Q: 3 clusters Score -2504597 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2504816.000000 Penalty: 4912.278809
	Iteration 5Q: 3 clusters Score -2504816 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2505019.750000 Penalty: 4912.278809
	Iteration 6Q: 3 clusters Score -2505020 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2505243.250000 Penalty: 4912.278809
	Iteration 7Q: 3 clusters Score -2505243 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2505499.500000 Penalty: 4912.278809
	Iteration 8Q: 3 clusters Score -2505500 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2505892.500000 Penalty: 4912.278809
	Iteration 9Q: 3 clusters Score -2505892 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2506507.750000 Penalty: 4912.278809
	Iteration 10Q: 3 clusters Score -2506508 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2507357.500000 Penalty: 4912.278809
	Iteration 11F: 3 clusters Score -2507358 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2508347.500000 Penalty: 4912.278809
	Iteration 12F: 3 clusters Score -2508348 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2509329.500000 Penalty: 4912.278809
	Iteration 13F: 3 clusters Score -2509330 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2510089.250000 Penalty: 4912.278809
	Iteration 14Q: 3 clusters Score -2510089 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2510557.000000 Penalty: 4912.278809
	Iteration 15Q: 3 clusters Score -2510557 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2510804.250000 Penalty: 4912.278809
	Iteration 16Q: 3 clusters Score -2510804 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2510925.500000 Penalty: 4912.278809
	Iteration 17Q: 3 clusters Score -2510926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2511007.000000 Penalty: 4912.278809
	Iteration 18Q: 3 clusters Score -2511007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2511039.000000 Penalty: 4912.278809
	Iteration 19Q: 3 clusters Score -2511039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2511067.000000 Penalty: 4912.278809
	Iteration 20F: 3 clusters Score -2511067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2511093.500000 Penalty: 4912.278809
	Iteration 21Q: 3 clusters Score -2511094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2511103.750000 Penalty: 4912.278809
	Iteration 22Q: 3 clusters Score -2511104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2511106.750000 Penalty: 4912.278809
	Iteration 23Q: 3 clusters Score -2511107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2511111.500000 Penalty: 4912.278809
	Iteration 24Q: 3 clusters Score -2511112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2511108.750000 Penalty: 4912.278809
	Iteration 25Q: 3 clusters Score -2511109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2511108.750000 Penalty: 4912.278809
	Iteration 26F: 3 clusters Score -2511109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60664 members 
Entering Unmasked Estep 
Score: -6890654.500000 Penalty: 2731.250244
	Iteration 0F: 2 clusters Score -6890654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -6850081.000000 Penalty: 5462.500488
	Iteration 0F: 3 clusters Score -6850081 nChanged 28266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -6866875.000000 Penalty: 5462.500488
	Iteration 1F: 3 clusters Score -6866875 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -6868492.500000 Penalty: 5462.500488
	Iteration 2F: 3 clusters Score -6868492 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6870652.500000 Penalty: 5462.500488
	Iteration 3F: 3 clusters Score -6870652 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -6873268.500000 Penalty: 5462.500488
	Iteration 4F: 3 clusters Score -6873268 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -6875894.500000 Penalty: 5462.500488
	Iteration 5F: 3 clusters Score -6875894 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -6878158.000000 Penalty: 5462.500488
	Iteration 6F: 3 clusters Score -6878158 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -6880317.500000 Penalty: 5462.500488
	Iteration 7F: 3 clusters Score -6880318 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -6882306.000000 Penalty: 5462.500488
	Iteration 8Q: 3 clusters Score -6882306 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -6884145.000000 Penalty: 5462.500488
	Iteration 9Q: 3 clusters Score -6884145 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6885653.500000 Penalty: 5462.500488
	Iteration 10Q: 3 clusters Score -6885654 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57858 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6886782.000000 Penalty: 5462.500488
	Iteration 11Q: 3 clusters Score -6886782 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6887430.000000 Penalty: 5462.500488
	Iteration 12Q: 3 clusters Score -6887430 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6887820.500000 Penalty: 5462.500488
	Iteration 13Q: 3 clusters Score -6887820 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6888055.500000 Penalty: 5462.500488
	Iteration 14Q: 3 clusters Score -6888056 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6888150.000000 Penalty: 5462.500488
	Iteration 15Q: 3 clusters Score -6888150 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59906 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6888231.000000 Penalty: 5462.500488
	Iteration 16Q: 3 clusters Score -6888231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6888289.500000 Penalty: 5462.500488
	Iteration 17Q: 3 clusters Score -6888290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6888326.500000 Penalty: 5462.500488
	Iteration 18Q: 3 clusters Score -6888326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6888345.500000 Penalty: 5462.500488
	Iteration 19Q: 3 clusters Score -6888346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60044 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6888358.000000 Penalty: 5462.500488
	Iteration 20F: 3 clusters Score -6888358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6888370.500000 Penalty: 5462.500488
	Iteration 21Q: 3 clusters Score -6888370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6888395.500000 Penalty: 5462.500488
	Iteration 22Q: 3 clusters Score -6888396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6888395.500000 Penalty: 5462.500488
	Iteration 23Q: 3 clusters Score -6888396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6888404.500000 Penalty: 5462.500488
	Iteration 24Q: 3 clusters Score -6888404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6888416.000000 Penalty: 5462.500488
	Iteration 25Q: 3 clusters Score -6888416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6888413.000000 Penalty: 5462.500488
	Iteration 26Q: 3 clusters Score -6888413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6888415.500000 Penalty: 5462.500488
	Iteration 27Q: 3 clusters Score -6888416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6888414.500000 Penalty: 5462.500488
	Iteration 28Q: 3 clusters Score -6888414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60081 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6888414.500000 Penalty: 5462.500488
	Iteration 29F: 3 clusters Score -6888414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Entering Unmasked Estep 
Score: -3081865.000000 Penalty: 2545.780518
	Iteration 0F: 2 clusters Score -3081865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3062025.750000 Penalty: 5091.561035
	Iteration 0F: 3 clusters Score -3062026 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3069331.750000 Penalty: 5091.561035
	Iteration 1F: 3 clusters Score -3069332 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3070214.250000 Penalty: 5091.561035
	Iteration 2F: 3 clusters Score -3070214 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3071141.000000 Penalty: 5091.561035
	Iteration 3F: 3 clusters Score -3071141 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3072273.500000 Penalty: 5091.561035
	Iteration 4F: 3 clusters Score -3072274 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3073421.500000 Penalty: 5091.561035
	Iteration 5F: 3 clusters Score -3073422 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3074490.250000 Penalty: 5091.561035
	Iteration 6F: 3 clusters Score -3074490 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3075328.500000 Penalty: 5091.561035
	Iteration 7F: 3 clusters Score -3075328 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3075888.250000 Penalty: 5091.561035
	Iteration 8Q: 3 clusters Score -3075888 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3076393.250000 Penalty: 5091.561035
	Iteration 9Q: 3 clusters Score -3076393 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3076830.500000 Penalty: 5091.561035
	Iteration 10Q: 3 clusters Score -3076830 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3077278.500000 Penalty: 5091.561035
	Iteration 11Q: 3 clusters Score -3077278 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3077798.250000 Penalty: 5091.561035
	Iteration 12Q: 3 clusters Score -3077798 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3078368.500000 Penalty: 5091.561035
	Iteration 13Q: 3 clusters Score -3078368 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3078836.750000 Penalty: 5091.561035
	Iteration 14Q: 3 clusters Score -3078837 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -3079186.750000 Penalty: 5091.561035
	Iteration 15Q: 3 clusters Score -3079187 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3079522.500000 Penalty: 5091.561035
	Iteration 16Q: 3 clusters Score -3079522 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3079770.250000 Penalty: 5091.561035
	Iteration 17Q: 3 clusters Score -3079770 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3079999.500000 Penalty: 5091.561035
	Iteration 18Q: 3 clusters Score -3080000 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3080196.500000 Penalty: 5091.561035
	Iteration 19Q: 3 clusters Score -3080196 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3080393.000000 Penalty: 5091.561035
	Iteration 20F: 3 clusters Score -3080393 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3080550.000000 Penalty: 5091.561035
	Iteration 21Q: 3 clusters Score -3080550 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3080669.250000 Penalty: 5091.561035
	Iteration 22Q: 3 clusters Score -3080669 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3080805.250000 Penalty: 5091.561035
	Iteration 23Q: 3 clusters Score -3080805 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3080902.500000 Penalty: 5091.561035
	Iteration 24Q: 3 clusters Score -3080902 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3080984.750000 Penalty: 5091.561035
	Iteration 25Q: 3 clusters Score -3080985 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3081058.750000 Penalty: 5091.561035
	Iteration 26Q: 3 clusters Score -3081059 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3081113.750000 Penalty: 5091.561035
	Iteration 27Q: 3 clusters Score -3081114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3081130.500000 Penalty: 5091.561035
	Iteration 28Q: 3 clusters Score -3081130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3081172.500000 Penalty: 5091.561035
	Iteration 29Q: 3 clusters Score -3081172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3081194.000000 Penalty: 5091.561035
	Iteration 30Q: 3 clusters Score -3081194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3081207.250000 Penalty: 5091.561035
	Iteration 31Q: 3 clusters Score -3081207 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3081228.250000 Penalty: 5091.561035
	Iteration 32Q: 3 clusters Score -3081228 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3081234.500000 Penalty: 5091.561035
	Iteration 33Q: 3 clusters Score -3081234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3081240.500000 Penalty: 5091.561035
	Iteration 34Q: 3 clusters Score -3081240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3081249.250000 Penalty: 5091.561035
	Iteration 35Q: 3 clusters Score -3081249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3081261.250000 Penalty: 5091.561035
	Iteration 36Q: 3 clusters Score -3081261 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3081262.250000 Penalty: 5091.561035
	Iteration 37Q: 3 clusters Score -3081262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3081277.500000 Penalty: 5091.561035
	Iteration 38Q: 3 clusters Score -3081278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3081278.750000 Penalty: 5091.561035
	Iteration 39Q: 3 clusters Score -3081279 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3081290.000000 Penalty: 5091.561035
	Iteration 40F: 3 clusters Score -3081290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3081301.500000 Penalty: 5091.561035
	Iteration 41Q: 3 clusters Score -3081302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3081310.750000 Penalty: 5091.561035
	Iteration 42Q: 3 clusters Score -3081311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3081312.250000 Penalty: 5091.561035
	Iteration 43Q: 3 clusters Score -3081312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -3081318.000000 Penalty: 5091.561035
	Iteration 44Q: 3 clusters Score -3081318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3081321.500000 Penalty: 5091.561035
	Iteration 45Q: 3 clusters Score -3081322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3081323.500000 Penalty: 5091.561035
	Iteration 46Q: 3 clusters Score -3081324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -3081337.500000 Penalty: 5091.561035
	Iteration 47Q: 3 clusters Score -3081338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -3081344.500000 Penalty: 5091.561035
	Iteration 48Q: 3 clusters Score -3081344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3081347.250000 Penalty: 5091.561035
	Iteration 49Q: 3 clusters Score -3081347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3081343.750000 Penalty: 5091.561035
	Iteration 50Q: 3 clusters Score -3081344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3081348.500000 Penalty: 5091.561035
	Iteration 51Q: 3 clusters Score -3081348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3081346.500000 Penalty: 5091.561035
	Iteration 52Q: 3 clusters Score -3081346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -3081344.000000 Penalty: 5091.561035
	Iteration 53Q: 3 clusters Score -3081344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3081349.750000 Penalty: 5091.561035
	Iteration 54Q: 3 clusters Score -3081350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3081351.250000 Penalty: 5091.561035
	Iteration 55Q: 3 clusters Score -3081351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3081348.500000 Penalty: 5091.561035
	Iteration 56Q: 3 clusters Score -3081348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3081349.750000 Penalty: 5091.561035
	Iteration 57Q: 3 clusters Score -3081350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3081349.250000 Penalty: 5091.561035
	Iteration 58Q: 3 clusters Score -3081349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3081352.500000 Penalty: 5091.561035
	Iteration 59Q: 3 clusters Score -3081352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3081352.250000 Penalty: 5091.561035
	Iteration 60F: 3 clusters Score -3081352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3081359.500000 Penalty: 5091.561035
	Iteration 61Q: 3 clusters Score -3081360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3081364.000000 Penalty: 5091.561035
	Iteration 62Q: 3 clusters Score -3081364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3081362.250000 Penalty: 5091.561035
	Iteration 63Q: 3 clusters Score -3081362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3081361.500000 Penalty: 5091.561035
	Iteration 64Q: 3 clusters Score -3081362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3081368.500000 Penalty: 5091.561035
	Iteration 65Q: 3 clusters Score -3081368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3081360.750000 Penalty: 5091.561035
	Iteration 66Q: 3 clusters Score -3081361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3081351.750000 Penalty: 5091.561035
	Iteration 67Q: 3 clusters Score -3081352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3081360.500000 Penalty: 5091.561035
	Iteration 68Q: 3 clusters Score -3081360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3081364.000000 Penalty: 5091.561035
	Iteration 69Q: 3 clusters Score -3081364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3081360.250000 Penalty: 5091.561035
	Iteration 70Q: 3 clusters Score -3081360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3081358.500000 Penalty: 5091.561035
	Iteration 71Q: 3 clusters Score -3081358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3081360.750000 Penalty: 5091.561035
	Iteration 72Q: 3 clusters Score -3081361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -3081361.750000 Penalty: 5091.561035
	Iteration 73Q: 3 clusters Score -3081362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -3081362.500000 Penalty: 5091.561035
	Iteration 74Q: 3 clusters Score -3081362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3081364.750000 Penalty: 5091.561035
	Iteration 75Q: 3 clusters Score -3081365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3081368.750000 Penalty: 5091.561035
	Iteration 76Q: 3 clusters Score -3081369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -3081366.750000 Penalty: 5091.561035
	Iteration 77Q: 3 clusters Score -3081367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3081367.500000 Penalty: 5091.561035
	Iteration 78Q: 3 clusters Score -3081368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3081366.250000 Penalty: 5091.561035
	Iteration 79Q: 3 clusters Score -3081366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3081366.500000 Penalty: 5091.561035
	Iteration 80F: 3 clusters Score -3081366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3081365.000000 Penalty: 5091.561035
	Iteration 81Q: 3 clusters Score -3081365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3081365.000000 Penalty: 5091.561035
	Iteration 82Q: 3 clusters Score -3081365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3081361.000000 Penalty: 5091.561035
	Iteration 83Q: 3 clusters Score -3081361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3081361.000000 Penalty: 5091.561035
	Iteration 84F: 3 clusters Score -3081361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Entering Unmasked Estep 
Score: -717552.937500 Penalty: 2191.456787
	Iteration 0F: 2 clusters Score -717552.9 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 3426 members 
Entering Unmasked Estep 
Score: -711929.000000 Penalty: 4382.913574
	Iteration 0F: 3 clusters Score -711929 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -713614.062500 Penalty: 4382.913574
	Iteration 1F: 3 clusters Score -713614.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -714041.812500 Penalty: 4382.913574
	Iteration 2F: 3 clusters Score -714041.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -714438.187500 Penalty: 4382.913574
	Iteration 3F: 3 clusters Score -714438.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -714780.250000 Penalty: 4382.913574
	Iteration 4F: 3 clusters Score -714780.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -715054.312500 Penalty: 4382.913574
	Iteration 5F: 3 clusters Score -715054.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -715256.750000 Penalty: 4382.913574
	Iteration 6Q: 3 clusters Score -715256.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -715404.250000 Penalty: 4382.913574
	Iteration 7Q: 3 clusters Score -715404.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -715521.375000 Penalty: 4382.913574
	Iteration 8Q: 3 clusters Score -715521.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -715612.625000 Penalty: 4382.913574
	Iteration 9Q: 3 clusters Score -715612.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -715694.562500 Penalty: 4382.913574
	Iteration 10Q: 3 clusters Score -715694.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -715778.687500 Penalty: 4382.913574
	Iteration 11Q: 3 clusters Score -715778.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -715856.562500 Penalty: 4382.913574
	Iteration 12Q: 3 clusters Score -715856.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -715951.375000 Penalty: 4382.913574
	Iteration 13Q: 3 clusters Score -715951.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -716050.062500 Penalty: 4382.913574
	Iteration 14Q: 3 clusters Score -716050.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -716148.750000 Penalty: 4382.913574
	Iteration 15Q: 3 clusters Score -716148.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -716236.750000 Penalty: 4382.913574
	Iteration 16Q: 3 clusters Score -716236.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -716311.187500 Penalty: 4382.913574
	Iteration 17Q: 3 clusters Score -716311.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -716370.250000 Penalty: 4382.913574
	Iteration 18Q: 3 clusters Score -716370.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -716425.500000 Penalty: 4382.913574
	Iteration 19Q: 3 clusters Score -716425.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -716476.000000 Penalty: 4382.913574
	Iteration 20F: 3 clusters Score -716476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -716521.000000 Penalty: 4382.913574
	Iteration 21Q: 3 clusters Score -716521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -716559.937500 Penalty: 4382.913574
	Iteration 22Q: 3 clusters Score -716559.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -716598.500000 Penalty: 4382.913574
	Iteration 23Q: 3 clusters Score -716598.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -716635.375000 Penalty: 4382.913574
	Iteration 24Q: 3 clusters Score -716635.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -716683.062500 Penalty: 4382.913574
	Iteration 25Q: 3 clusters Score -716683.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -716719.500000 Penalty: 4382.913574
	Iteration 26Q: 3 clusters Score -716719.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -716757.125000 Penalty: 4382.913574
	Iteration 27Q: 3 clusters Score -716757.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -716802.062500 Penalty: 4382.913574
	Iteration 28Q: 3 clusters Score -716802.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -716834.687500 Penalty: 4382.913574
	Iteration 29Q: 3 clusters Score -716834.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -716862.937500 Penalty: 4382.913574
	Iteration 30Q: 3 clusters Score -716862.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -716886.750000 Penalty: 4382.913574
	Iteration 31Q: 3 clusters Score -716886.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -716909.000000 Penalty: 4382.913574
	Iteration 32Q: 3 clusters Score -716909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -716922.500000 Penalty: 4382.913574
	Iteration 33Q: 3 clusters Score -716922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -716936.000000 Penalty: 4382.913574
	Iteration 34Q: 3 clusters Score -716936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -716949.000000 Penalty: 4382.913574
	Iteration 35Q: 3 clusters Score -716949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -716956.312500 Penalty: 4382.913574
	Iteration 36Q: 3 clusters Score -716956.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -716965.937500 Penalty: 4382.913574
	Iteration 37Q: 3 clusters Score -716965.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -716973.937500 Penalty: 4382.913574
	Iteration 38Q: 3 clusters Score -716973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -716979.312500 Penalty: 4382.913574
	Iteration 39Q: 3 clusters Score -716979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -716983.312500 Penalty: 4382.913574
	Iteration 40F: 3 clusters Score -716983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -716986.375000 Penalty: 4382.913574
	Iteration 41Q: 3 clusters Score -716986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -716989.562500 Penalty: 4382.913574
	Iteration 42Q: 3 clusters Score -716989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -716994.625000 Penalty: 4382.913574
	Iteration 43Q: 3 clusters Score -716994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -716994.625000 Penalty: 4382.913574
	Iteration 44F: 3 clusters Score -716994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Entering Unmasked Estep 
Score: -3969316.000000 Penalty: 2611.734863
	Iteration 0F: 2 clusters Score -3969316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3944024.250000 Penalty: 5223.469727
	Iteration 0F: 3 clusters Score -3944024 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3953872.000000 Penalty: 5223.469727
	Iteration 1F: 3 clusters Score -3953872 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3954670.250000 Penalty: 5223.469727
	Iteration 2F: 3 clusters Score -3954670 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3955499.250000 Penalty: 5223.469727
	Iteration 3F: 3 clusters Score -3955499 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3956383.000000 Penalty: 5223.469727
	Iteration 4F: 3 clusters Score -3956383 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3957328.000000 Penalty: 5223.469727
	Iteration 5Q: 3 clusters Score -3957328 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3958285.500000 Penalty: 5223.469727
	Iteration 6Q: 3 clusters Score -3958286 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -3959293.000000 Penalty: 5223.469727
	Iteration 7Q: 3 clusters Score -3959293 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3960354.750000 Penalty: 5223.469727
	Iteration 8Q: 3 clusters Score -3960355 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3961465.750000 Penalty: 5223.469727
	Iteration 9Q: 3 clusters Score -3961466 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3962604.250000 Penalty: 5223.469727
	Iteration 10Q: 3 clusters Score -3962604 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3963700.250000 Penalty: 5223.469727
	Iteration 11Q: 3 clusters Score -3963700 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3964580.500000 Penalty: 5223.469727
	Iteration 12Q: 3 clusters Score -3964580 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3965369.750000 Penalty: 5223.469727
	Iteration 13Q: 3 clusters Score -3965370 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -3966047.500000 Penalty: 5223.469727
	Iteration 14Q: 3 clusters Score -3966048 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -3966648.500000 Penalty: 5223.469727
	Iteration 15Q: 3 clusters Score -3966648 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -3967197.000000 Penalty: 5223.469727
	Iteration 16Q: 3 clusters Score -3967197 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -3967704.250000 Penalty: 5223.469727
	Iteration 17Q: 3 clusters Score -3967704 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3968240.250000 Penalty: 5223.469727
	Iteration 18Q: 3 clusters Score -3968240 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -3968660.250000 Penalty: 5223.469727
	Iteration 19Q: 3 clusters Score -3968660 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -3969047.250000 Penalty: 5223.469727
	Iteration 20F: 3 clusters Score -3969047 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3969449.250000 Penalty: 5223.469727
	Iteration 21Q: 3 clusters Score -3969449 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -3969731.000000 Penalty: 5223.469727
	Iteration 22Q: 3 clusters Score -3969731 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -3969859.250000 Penalty: 5223.469727
	Iteration 23Q: 3 clusters Score -3969859 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -3969947.250000 Penalty: 5223.469727
	Iteration 24Q: 3 clusters Score -3969947 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -3969998.250000 Penalty: 5223.469727
	Iteration 25Q: 3 clusters Score -3969998 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -3970028.000000 Penalty: 5223.469727
	Iteration 26Q: 3 clusters Score -3970028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3970040.500000 Penalty: 5223.469727
	Iteration 27Q: 3 clusters Score -3970040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -3970066.750000 Penalty: 5223.469727
	Iteration 28Q: 3 clusters Score -3970067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -3970096.750000 Penalty: 5223.469727
	Iteration 29Q: 3 clusters Score -3970097 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3970111.250000 Penalty: 5223.469727
	Iteration 30Q: 3 clusters Score -3970111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -3970122.750000 Penalty: 5223.469727
	Iteration 31Q: 3 clusters Score -3970123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -3970139.000000 Penalty: 5223.469727
	Iteration 32Q: 3 clusters Score -3970139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3970137.500000 Penalty: 5223.469727
	Iteration 33Q: 3 clusters Score -3970138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3970143.750000 Penalty: 5223.469727
	Iteration 34Q: 3 clusters Score -3970144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -3970149.750000 Penalty: 5223.469727
	Iteration 35Q: 3 clusters Score -3970150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -3970150.500000 Penalty: 5223.469727
	Iteration 36Q: 3 clusters Score -3970150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -3970153.750000 Penalty: 5223.469727
	Iteration 37Q: 3 clusters Score -3970154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -3970151.000000 Penalty: 5223.469727
	Iteration 38Q: 3 clusters Score -3970151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3970160.250000 Penalty: 5223.469727
	Iteration 39Q: 3 clusters Score -3970160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3970153.000000 Penalty: 5223.469727
	Iteration 40F: 3 clusters Score -3970153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3970154.000000 Penalty: 5223.469727
	Iteration 41Q: 3 clusters Score -3970154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3970156.750000 Penalty: 5223.469727
	Iteration 42Q: 3 clusters Score -3970157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -3970152.000000 Penalty: 5223.469727
	Iteration 43Q: 3 clusters Score -3970152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -3970148.500000 Penalty: 5223.469727
	Iteration 44Q: 3 clusters Score -3970148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3970150.750000 Penalty: 5223.469727
	Iteration 45Q: 3 clusters Score -3970151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -3970150.750000 Penalty: 5223.469727
	Iteration 46F: 3 clusters Score -3970151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125481 members 
Mstep: Class 8 contains 59434 members 
Mstep: Class 9 contains 58874 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28601 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 7599 members 
Mstep: Class 16 contains 256866 members 
Mstep: Class 17 contains 276298 members 
Mstep: Class 18 contains 188026 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 12031 members 
Mstep: Class 25 contains 82651 members 
Mstep: Class 26 contains 18173 members 
Mstep: Class 27 contains 35510 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 99127 members 
Mstep: Class 30 contains 23108 members 
Mstep: Class 31 contains 12885 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60664 members 
Mstep: Class 34 contains 28717 members 
Mstep: Class 35 contains 6881 members 
Mstep: Class 36 contains 3649 members 
Mstep: Class 37 contains 177817 members 
Mstep: Class 38 contains 42694 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6346 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132446 members 
Mstep: Class 44 contains 17664 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 33817 members 
Entering Unmasked Estep 
Score: -225957360.000000 Penalty: 165589.750000
Splitting cluster 36 changes total score from -225957632.000000 to -225957360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (177817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177817 members 
Entering Unmasked Estep 
Score: -20566794.000000 Penalty: 2997.950684
	Iteration 0F: 2 clusters Score -2.056679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -20448404.000000 Penalty: 5995.901367
	Iteration 0F: 3 clusters Score -2.04484e+07 nChanged 85439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -20498964.000000 Penalty: 5995.901367
	Iteration 1F: 3 clusters Score -2.049896e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -20500802.000000 Penalty: 5995.901367
	Iteration 2Q: 3 clusters Score -2.05008e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 101638 members 
Entering Unmasked Estep 
Score: -20503766.000000 Penalty: 5995.901367
	Iteration 3Q: 3 clusters Score -2.050377e+07 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 109454 members 
Entering Unmasked Estep 
Score: -20508720.000000 Penalty: 5995.901367
	Iteration 4F: 3 clusters Score -2.050872e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -20516822.000000 Penalty: 5995.901367
	Iteration 5F: 3 clusters Score -2.051682e+07 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -20528184.000000 Penalty: 5995.901367
	Iteration 6F: 3 clusters Score -2.052818e+07 nChanged 14173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -20540548.000000 Penalty: 5995.901367
	Iteration 7F: 3 clusters Score -2.054055e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 158254 members 
Entering Unmasked Estep 
Score: -20550760.000000 Penalty: 5995.901367
	Iteration 8F: 3 clusters Score -2.055076e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 165946 members 
Entering Unmasked Estep 
Score: -20557342.000000 Penalty: 5995.901367
	Iteration 9Q: 3 clusters Score -2.055734e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 170574 members 
Entering Unmasked Estep 
Score: -20560902.000000 Penalty: 5995.901367
	Iteration 10Q: 3 clusters Score -2.05609e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 173133 members 
Entering Unmasked Estep 
Score: -20562664.000000 Penalty: 5995.901367
	Iteration 11Q: 3 clusters Score -2.056266e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -20563480.000000 Penalty: 5995.901367
	Iteration 12Q: 3 clusters Score -2.056348e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 175289 members 
Entering Unmasked Estep 
Score: -20563972.000000 Penalty: 5995.901367
	Iteration 13Q: 3 clusters Score -2.056397e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 175739 members 
Entering Unmasked Estep 
Score: -20564330.000000 Penalty: 5995.901367
	Iteration 14Q: 3 clusters Score -2.056433e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 175978 members 
Entering Unmasked Estep 
Score: -20564470.000000 Penalty: 5995.901367
	Iteration 15Q: 3 clusters Score -2.056447e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -20564532.000000 Penalty: 5995.901367
	Iteration 16Q: 3 clusters Score -2.056453e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -20564644.000000 Penalty: 5995.901367
	Iteration 17Q: 3 clusters Score -2.056464e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 176279 members 
Entering Unmasked Estep 
Score: -20564666.000000 Penalty: 5995.901367
	Iteration 18Q: 3 clusters Score -2.056467e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 176325 members 
Entering Unmasked Estep 
Score: -20564684.000000 Penalty: 5995.901367
	Iteration 19Q: 3 clusters Score -2.056468e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 176360 members 
Entering Unmasked Estep 
Score: -20564712.000000 Penalty: 5995.901367
	Iteration 20F: 3 clusters Score -2.056471e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 176384 members 
Entering Unmasked Estep 
Score: -20564702.000000 Penalty: 5995.901367
	Iteration 21Q: 3 clusters Score -2.05647e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 176404 members 
Entering Unmasked Estep 
Score: -20564736.000000 Penalty: 5995.901367
	Iteration 22Q: 3 clusters Score -2.056474e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -20564768.000000 Penalty: 5995.901367
	Iteration 23Q: 3 clusters Score -2.056477e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 176432 members 
Entering Unmasked Estep 
Score: -20564776.000000 Penalty: 5995.901367
	Iteration 24Q: 3 clusters Score -2.056478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 176453 members 
Entering Unmasked Estep 
Score: -20564802.000000 Penalty: 5995.901367
	Iteration 25Q: 3 clusters Score -2.05648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -20564808.000000 Penalty: 5995.901367
	Iteration 26Q: 3 clusters Score -2.056481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 176503 members 
Entering Unmasked Estep 
Score: -20564810.000000 Penalty: 5995.901367
	Iteration 27Q: 3 clusters Score -2.056481e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 176513 members 
Entering Unmasked Estep 
Score: -20564842.000000 Penalty: 5995.901367
	Iteration 28Q: 3 clusters Score -2.056484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -20564842.000000 Penalty: 5995.901367
	Iteration 29Q: 3 clusters Score -2.056484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 176528 members 
Entering Unmasked Estep 
Score: -20564846.000000 Penalty: 5995.901367
	Iteration 30Q: 3 clusters Score -2.056485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 176532 members 
Entering Unmasked Estep 
Score: -20564842.000000 Penalty: 5995.901367
	Iteration 31Q: 3 clusters Score -2.056484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -20564864.000000 Penalty: 5995.901367
	Iteration 32Q: 3 clusters Score -2.056486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 176544 members 
Entering Unmasked Estep 
Score: -20564872.000000 Penalty: 5995.901367
	Iteration 33Q: 3 clusters Score -2.056487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 176551 members 
Entering Unmasked Estep 
Score: -20564872.000000 Penalty: 5995.901367
	Iteration 34Q: 3 clusters Score -2.056487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 176559 members 
Entering Unmasked Estep 
Score: -20564854.000000 Penalty: 5995.901367
	Iteration 35Q: 3 clusters Score -2.056485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -20564866.000000 Penalty: 5995.901367
	Iteration 36Q: 3 clusters Score -2.056487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -20564868.000000 Penalty: 5995.901367
	Iteration 37Q: 3 clusters Score -2.056487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -20564890.000000 Penalty: 5995.901367
	Iteration 38Q: 3 clusters Score -2.056489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 176561 members 
Entering Unmasked Estep 
Score: -20564888.000000 Penalty: 5995.901367
	Iteration 39Q: 3 clusters Score -2.056489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -20564880.000000 Penalty: 5995.901367
	Iteration 40F: 3 clusters Score -2.056488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -20564862.000000 Penalty: 5995.901367
	Iteration 41Q: 3 clusters Score -2.056486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -20564878.000000 Penalty: 5995.901367
	Iteration 42Q: 3 clusters Score -2.056488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -20564862.000000 Penalty: 5995.901367
	Iteration 43Q: 3 clusters Score -2.056486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -20564862.000000 Penalty: 5995.901367
	Iteration 44F: 3 clusters Score -2.056486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (42694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Entering Unmasked Estep 
Score: -4974960.000000 Penalty: 2644.129883
	Iteration 0F: 2 clusters Score -4974960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4946086.000000 Penalty: 5288.259766
	Iteration 0F: 3 clusters Score -4946086 nChanged 19648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4957058.500000 Penalty: 5288.259766
	Iteration 1F: 3 clusters Score -4957058 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4957909.500000 Penalty: 5288.259766
	Iteration 2Q: 3 clusters Score -4957910 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4959089.000000 Penalty: 5288.259766
	Iteration 3F: 3 clusters Score -4959089 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -4960917.500000 Penalty: 5288.259766
	Iteration 4F: 3 clusters Score -4960918 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4963331.500000 Penalty: 5288.259766
	Iteration 5F: 3 clusters Score -4963332 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4966190.500000 Penalty: 5288.259766
	Iteration 6F: 3 clusters Score -4966190 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4968771.500000 Penalty: 5288.259766
	Iteration 7F: 3 clusters Score -4968772 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -4970763.000000 Penalty: 5288.259766
	Iteration 8F: 3 clusters Score -4970763 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4972061.000000 Penalty: 5288.259766
	Iteration 9Q: 3 clusters Score -4972061 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -4972808.500000 Penalty: 5288.259766
	Iteration 10Q: 3 clusters Score -4972808 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -4973193.000000 Penalty: 5288.259766
	Iteration 11Q: 3 clusters Score -4973193 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -4973389.500000 Penalty: 5288.259766
	Iteration 12Q: 3 clusters Score -4973390 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4973513.500000 Penalty: 5288.259766
	Iteration 13Q: 3 clusters Score -4973514 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4973579.000000 Penalty: 5288.259766
	Iteration 14Q: 3 clusters Score -4973579 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4973601.000000 Penalty: 5288.259766
	Iteration 15Q: 3 clusters Score -4973601 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4973630.000000 Penalty: 5288.259766
	Iteration 16Q: 3 clusters Score -4973630 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4973632.000000 Penalty: 5288.259766
	Iteration 17Q: 3 clusters Score -4973632 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4973637.500000 Penalty: 5288.259766
	Iteration 18Q: 3 clusters Score -4973638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4973648.000000 Penalty: 5288.259766
	Iteration 19Q: 3 clusters Score -4973648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -4973666.000000 Penalty: 5288.259766
	Iteration 20F: 3 clusters Score -4973666 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4973665.000000 Penalty: 5288.259766
	Iteration 21Q: 3 clusters Score -4973665 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -4973668.500000 Penalty: 5288.259766
	Iteration 22Q: 3 clusters Score -4973668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4973692.500000 Penalty: 5288.259766
	Iteration 23Q: 3 clusters Score -4973692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4973693.500000 Penalty: 5288.259766
	Iteration 24Q: 3 clusters Score -4973694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4973691.500000 Penalty: 5288.259766
	Iteration 25Q: 3 clusters Score -4973692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -4973689.500000 Penalty: 5288.259766
	Iteration 26Q: 3 clusters Score -4973690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4973689.000000 Penalty: 5288.259766
	Iteration 27Q: 3 clusters Score -4973689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -4973692.500000 Penalty: 5288.259766
	Iteration 28Q: 3 clusters Score -4973692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -4973691.500000 Penalty: 5288.259766
	Iteration 29Q: 3 clusters Score -4973692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4973694.000000 Penalty: 5288.259766
	Iteration 30Q: 3 clusters Score -4973694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -4973703.500000 Penalty: 5288.259766
	Iteration 31Q: 3 clusters Score -4973704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -4973697.000000 Penalty: 5288.259766
	Iteration 32Q: 3 clusters Score -4973697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -4973703.500000 Penalty: 5288.259766
	Iteration 33Q: 3 clusters Score -4973704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -4973705.000000 Penalty: 5288.259766
	Iteration 34Q: 3 clusters Score -4973705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -4973706.500000 Penalty: 5288.259766
	Iteration 35Q: 3 clusters Score -4973706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4973713.000000 Penalty: 5288.259766
	Iteration 36Q: 3 clusters Score -4973713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4973716.000000 Penalty: 5288.259766
	Iteration 37Q: 3 clusters Score -4973716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -4973717.500000 Penalty: 5288.259766
	Iteration 38Q: 3 clusters Score -4973718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4973720.500000 Penalty: 5288.259766
	Iteration 39Q: 3 clusters Score -4973720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -4973725.500000 Penalty: 5288.259766
	Iteration 40F: 3 clusters Score -4973726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -4973717.500000 Penalty: 5288.259766
	Iteration 41Q: 3 clusters Score -4973718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -4973713.000000 Penalty: 5288.259766
	Iteration 42Q: 3 clusters Score -4973713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4973717.000000 Penalty: 5288.259766
	Iteration 43Q: 3 clusters Score -4973717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4973717.000000 Penalty: 5288.259766
	Iteration 44F: 3 clusters Score -4973717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -45062.316406 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -45062.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43604.171875 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -43604.17 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43762.980469 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -43762.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43791.386719 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -43791.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43804.882812 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -43804.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43818.285156 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -43818.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43822.304688 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -43822.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43833.730469 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -43833.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43837.925781 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -43837.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43837.925781 Penalty: 3014.510742
	Iteration 8F: 3 clusters Score -43837.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -649245.437500 Penalty: 2171.383789
	Iteration 0F: 2 clusters Score -649245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -643873.125000 Penalty: 4342.767578
	Iteration 0F: 3 clusters Score -643873.1 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -645433.687500 Penalty: 4342.767578
	Iteration 1F: 3 clusters Score -645433.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -645821.125000 Penalty: 4342.767578
	Iteration 2F: 3 clusters Score -645821.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -646201.687500 Penalty: 4342.767578
	Iteration 3F: 3 clusters Score -646201.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -646611.125000 Penalty: 4342.767578
	Iteration 4F: 3 clusters Score -646611.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -646978.750000 Penalty: 4342.767578
	Iteration 5F: 3 clusters Score -646978.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -647309.187500 Penalty: 4342.767578
	Iteration 6F: 3 clusters Score -647309.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -647567.062500 Penalty: 4342.767578
	Iteration 7Q: 3 clusters Score -647567.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -647765.500000 Penalty: 4342.767578
	Iteration 8Q: 3 clusters Score -647765.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -647907.750000 Penalty: 4342.767578
	Iteration 9Q: 3 clusters Score -647907.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -648011.500000 Penalty: 4342.767578
	Iteration 10Q: 3 clusters Score -648011.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -648099.250000 Penalty: 4342.767578
	Iteration 11Q: 3 clusters Score -648099.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -648196.625000 Penalty: 4342.767578
	Iteration 12Q: 3 clusters Score -648196.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -648307.375000 Penalty: 4342.767578
	Iteration 13Q: 3 clusters Score -648307.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -648399.125000 Penalty: 4342.767578
	Iteration 14Q: 3 clusters Score -648399.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -648503.937500 Penalty: 4342.767578
	Iteration 15Q: 3 clusters Score -648503.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -648623.062500 Penalty: 4342.767578
	Iteration 16Q: 3 clusters Score -648623.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -648719.312500 Penalty: 4342.767578
	Iteration 17Q: 3 clusters Score -648719.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -648772.375000 Penalty: 4342.767578
	Iteration 18Q: 3 clusters Score -648772.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -648795.375000 Penalty: 4342.767578
	Iteration 19Q: 3 clusters Score -648795.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -648818.750000 Penalty: 4342.767578
	Iteration 20F: 3 clusters Score -648818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -648840.937500 Penalty: 4342.767578
	Iteration 21Q: 3 clusters Score -648840.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -648848.625000 Penalty: 4342.767578
	Iteration 22Q: 3 clusters Score -648848.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -648855.812500 Penalty: 4342.767578
	Iteration 23Q: 3 clusters Score -648855.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -648860.625000 Penalty: 4342.767578
	Iteration 24Q: 3 clusters Score -648860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -648861.562500 Penalty: 4342.767578
	Iteration 25Q: 3 clusters Score -648861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -648862.562500 Penalty: 4342.767578
	Iteration 26Q: 3 clusters Score -648862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -648863.562500 Penalty: 4342.767578
	Iteration 27Q: 3 clusters Score -648863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -648863.125000 Penalty: 4342.767578
	Iteration 28Q: 3 clusters Score -648863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -648864.250000 Penalty: 4342.767578
	Iteration 29Q: 3 clusters Score -648864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -648864.937500 Penalty: 4342.767578
	Iteration 30Q: 3 clusters Score -648864.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -648864.937500 Penalty: 4342.767578
	Iteration 31F: 3 clusters Score -648864.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Entering Unmasked Estep 
Score: -130782.281250 Penalty: 1759.575928
	Iteration 0F: 2 clusters Score -130782.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128691.484375 Penalty: 3519.151855
	Iteration 0F: 3 clusters Score -128691.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -129008.375000 Penalty: 3519.151855
	Iteration 1F: 3 clusters Score -129008.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -129111.406250 Penalty: 3519.151855
	Iteration 2F: 3 clusters Score -129111.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129147.898438 Penalty: 3519.151855
	Iteration 3Q: 3 clusters Score -129147.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -129174.398438 Penalty: 3519.151855
	Iteration 4Q: 3 clusters Score -129174.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -129186.867188 Penalty: 3519.151855
	Iteration 5Q: 3 clusters Score -129186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -129191.539062 Penalty: 3519.151855
	Iteration 6Q: 3 clusters Score -129191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -129193.976562 Penalty: 3519.151855
	Iteration 7Q: 3 clusters Score -129194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -129195.937500 Penalty: 3519.151855
	Iteration 8Q: 3 clusters Score -129195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -129197.210938 Penalty: 3519.151855
	Iteration 9Q: 3 clusters Score -129197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -129199.250000 Penalty: 3519.151855
	Iteration 10Q: 3 clusters Score -129199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129199.687500 Penalty: 3519.151855
	Iteration 11Q: 3 clusters Score -129199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -129200.593750 Penalty: 3519.151855
	Iteration 12Q: 3 clusters Score -129200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129201.171875 Penalty: 3519.151855
	Iteration 13Q: 3 clusters Score -129201.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129201.171875 Penalty: 3519.151855
	Iteration 14F: 3 clusters Score -129201.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81950.554688 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81950.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80253.593750 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -80253.59 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80712.429688 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80712.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80899.804688 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80899.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81069.382812 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -81069.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81326.750000 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81326.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81637.773438 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -81637.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -81747.820312 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81747.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -81818.632812 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81818.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81854.921875 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81854.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -81871.101562 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -81875.968750 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81875.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -81882.953125 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81882.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -81886.351562 Penalty: 3312.457520
	Iteration 12F: 3 clusters Score -81886.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81905.257812 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -81905.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81956.859375 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -81956.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -81969.617188 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -81969.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81982.164062 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -81982.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -81994.070312 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -81994.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -82004.187500 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -82004.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82019.726562 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -82019.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82024.046875 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -82024.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125481 members 
Mstep: Class 8 contains 59434 members 
Mstep: Class 9 contains 58874 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28601 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 7599 members 
Mstep: Class 16 contains 256866 members 
Mstep: Class 17 contains 276298 members 
Mstep: Class 18 contains 188026 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 12031 members 
Mstep: Class 25 contains 82651 members 
Mstep: Class 26 contains 18173 members 
Mstep: Class 27 contains 35510 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 99127 members 
Mstep: Class 30 contains 23108 members 
Mstep: Class 31 contains 12885 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60664 members 
Mstep: Class 34 contains 28717 members 
Mstep: Class 35 contains 6881 members 
Mstep: Class 36 contains 37466 members 
Mstep: Class 37 contains 177817 members 
Mstep: Class 38 contains 42694 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6346 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 132446 members 
Mstep: Class 44 contains 17664 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 230 members 
Entering Unmasked Estep 
Score: -225956272.000000 Penalty: 165589.750000
Splitting cluster 42 changes total score from -225957632.000000 to -225956272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (132446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132446 members 
Entering Unmasked Estep 
Score: -15434128.000000 Penalty: 2924.894531
	Iteration 0F: 2 clusters Score -1.543413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -15345226.000000 Penalty: 5849.789062
	Iteration 0F: 3 clusters Score -1.534523e+07 nChanged 63263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -15382224.000000 Penalty: 5849.789062
	Iteration 1F: 3 clusters Score -1.538222e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -15384113.000000 Penalty: 5849.789062
	Iteration 2Q: 3 clusters Score -1.538411e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -15387064.000000 Penalty: 5849.789062
	Iteration 3Q: 3 clusters Score -1.538706e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -15392331.000000 Penalty: 5849.789062
	Iteration 4F: 3 clusters Score -1.539233e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100711 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -15401022.000000 Penalty: 5849.789062
	Iteration 5F: 3 clusters Score -1.540102e+07 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -15412712.000000 Penalty: 5849.789062
	Iteration 6F: 3 clusters Score -1.541271e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -15422979.000000 Penalty: 5849.789062
	Iteration 7F: 3 clusters Score -1.542298e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -15428523.000000 Penalty: 5849.789062
	Iteration 8Q: 3 clusters Score -1.542852e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130969 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -15430464.000000 Penalty: 5849.789062
	Iteration 9Q: 3 clusters Score -1.543046e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131681 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -15431081.000000 Penalty: 5849.789062
	Iteration 10Q: 3 clusters Score -1.543108e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131917 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -15431311.000000 Penalty: 5849.789062
	Iteration 11Q: 3 clusters Score -1.543131e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132012 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -15431393.000000 Penalty: 5849.789062
	Iteration 12Q: 3 clusters Score -1.543139e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132063 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15431499.000000 Penalty: 5849.789062
	Iteration 13Q: 3 clusters Score -1.54315e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132092 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -15431564.000000 Penalty: 5849.789062
	Iteration 14Q: 3 clusters Score -1.543156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132104 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15431596.000000 Penalty: 5849.789062
	Iteration 15Q: 3 clusters Score -1.54316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132109 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15431597.000000 Penalty: 5849.789062
	Iteration 16Q: 3 clusters Score -1.54316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132111 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15431614.000000 Penalty: 5849.789062
	Iteration 17Q: 3 clusters Score -1.543161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132113 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15431617.000000 Penalty: 5849.789062
	Iteration 18Q: 3 clusters Score -1.543162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132117 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15431622.000000 Penalty: 5849.789062
	Iteration 19Q: 3 clusters Score -1.543162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15431619.000000 Penalty: 5849.789062
	Iteration 20F: 3 clusters Score -1.543162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15431636.000000 Penalty: 5849.789062
	Iteration 21Q: 3 clusters Score -1.543164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132122 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -15431641.000000 Penalty: 5849.789062
	Iteration 22Q: 3 clusters Score -1.543164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15431634.000000 Penalty: 5849.789062
	Iteration 23Q: 3 clusters Score -1.543163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132121 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15431635.000000 Penalty: 5849.789062
	Iteration 24Q: 3 clusters Score -1.543164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15431637.000000 Penalty: 5849.789062
	Iteration 25Q: 3 clusters Score -1.543164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15431635.000000 Penalty: 5849.789062
	Iteration 26Q: 3 clusters Score -1.543164e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -15431635.000000 Penalty: 5849.789062
	Iteration 27F: 3 clusters Score -1.543164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (17664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Entering Unmasked Estep 
Score: -2069386.500000 Penalty: 2425.262207
	Iteration 0F: 2 clusters Score -2069386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2056836.375000 Penalty: 4850.524414
	Iteration 0F: 3 clusters Score -2056836 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2060882.875000 Penalty: 4850.524414
	Iteration 1F: 3 clusters Score -2060883 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2061269.000000 Penalty: 4850.524414
	Iteration 2F: 3 clusters Score -2061269 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2061605.250000 Penalty: 4850.524414
	Iteration 3Q: 3 clusters Score -2061605 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2061959.125000 Penalty: 4850.524414
	Iteration 4Q: 3 clusters Score -2061959 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2062374.500000 Penalty: 4850.524414
	Iteration 5Q: 3 clusters Score -2062374 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2062825.500000 Penalty: 4850.524414
	Iteration 6Q: 3 clusters Score -2062826 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2063253.875000 Penalty: 4850.524414
	Iteration 7Q: 3 clusters Score -2063254 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2063706.500000 Penalty: 4850.524414
	Iteration 8Q: 3 clusters Score -2063706 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2064171.250000 Penalty: 4850.524414
	Iteration 9Q: 3 clusters Score -2064171 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2064582.750000 Penalty: 4850.524414
	Iteration 10Q: 3 clusters Score -2064583 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2064973.500000 Penalty: 4850.524414
	Iteration 11Q: 3 clusters Score -2064974 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2065318.875000 Penalty: 4850.524414
	Iteration 12Q: 3 clusters Score -2065319 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2065603.250000 Penalty: 4850.524414
	Iteration 13Q: 3 clusters Score -2065603 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2065833.750000 Penalty: 4850.524414
	Iteration 14Q: 3 clusters Score -2065834 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2066011.875000 Penalty: 4850.524414
	Iteration 15Q: 3 clusters Score -2066012 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2066186.250000 Penalty: 4850.524414
	Iteration 16Q: 3 clusters Score -2066186 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2066350.125000 Penalty: 4850.524414
	Iteration 17Q: 3 clusters Score -2066350 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2066503.500000 Penalty: 4850.524414
	Iteration 18Q: 3 clusters Score -2066504 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2066633.875000 Penalty: 4850.524414
	Iteration 19Q: 3 clusters Score -2066634 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2066749.375000 Penalty: 4850.524414
	Iteration 20F: 3 clusters Score -2066749 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2066835.000000 Penalty: 4850.524414
	Iteration 21Q: 3 clusters Score -2066835 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2066895.250000 Penalty: 4850.524414
	Iteration 22Q: 3 clusters Score -2066895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2066949.625000 Penalty: 4850.524414
	Iteration 23Q: 3 clusters Score -2066950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2067004.000000 Penalty: 4850.524414
	Iteration 24Q: 3 clusters Score -2067004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2067064.125000 Penalty: 4850.524414
	Iteration 25Q: 3 clusters Score -2067064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2067117.125000 Penalty: 4850.524414
	Iteration 26Q: 3 clusters Score -2067117 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2067157.750000 Penalty: 4850.524414
	Iteration 27Q: 3 clusters Score -2067158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2067192.625000 Penalty: 4850.524414
	Iteration 28Q: 3 clusters Score -2067193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2067219.750000 Penalty: 4850.524414
	Iteration 29Q: 3 clusters Score -2067220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2067234.500000 Penalty: 4850.524414
	Iteration 30Q: 3 clusters Score -2067234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2067251.625000 Penalty: 4850.524414
	Iteration 31Q: 3 clusters Score -2067252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2067258.750000 Penalty: 4850.524414
	Iteration 32Q: 3 clusters Score -2067259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2067262.000000 Penalty: 4850.524414
	Iteration 33Q: 3 clusters Score -2067262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2067270.000000 Penalty: 4850.524414
	Iteration 34Q: 3 clusters Score -2067270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2067277.000000 Penalty: 4850.524414
	Iteration 35Q: 3 clusters Score -2067277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2067280.250000 Penalty: 4850.524414
	Iteration 36Q: 3 clusters Score -2067280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2067283.125000 Penalty: 4850.524414
	Iteration 37Q: 3 clusters Score -2067283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2067283.250000 Penalty: 4850.524414
	Iteration 38Q: 3 clusters Score -2067283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2067285.375000 Penalty: 4850.524414
	Iteration 39Q: 3 clusters Score -2067285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2067285.875000 Penalty: 4850.524414
	Iteration 40F: 3 clusters Score -2067286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2067287.000000 Penalty: 4850.524414
	Iteration 41Q: 3 clusters Score -2067287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2067287.250000 Penalty: 4850.524414
	Iteration 42Q: 3 clusters Score -2067287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2067291.500000 Penalty: 4850.524414
	Iteration 43Q: 3 clusters Score -2067292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2067291.875000 Penalty: 4850.524414
	Iteration 44Q: 3 clusters Score -2067292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2067295.375000 Penalty: 4850.524414
	Iteration 45Q: 3 clusters Score -2067295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2067297.875000 Penalty: 4850.524414
	Iteration 46Q: 3 clusters Score -2067298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2067298.375000 Penalty: 4850.524414
	Iteration 47Q: 3 clusters Score -2067298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2067299.500000 Penalty: 4850.524414
	Iteration 48Q: 3 clusters Score -2067300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2067300.250000 Penalty: 4850.524414
	Iteration 49Q: 3 clusters Score -2067300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2067300.250000 Penalty: 4850.524414
	Iteration 50F: 3 clusters Score -2067300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44991.621094 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44991.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43542.273438 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43542.27 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43679.027344 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43679.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43717.070312 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43717.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43734.699219 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43734.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43743.644531 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43743.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43750.816406 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -43750.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43760.160156 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -43760.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43760.160156 Penalty: 2991.219971
	Iteration 7F: 3 clusters Score -43760.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 12436 members 
Mstep: Class 5 contains 14795 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125481 members 
Mstep: Class 8 contains 59434 members 
Mstep: Class 9 contains 58874 members 
Mstep: Class 10 contains 5951 members 
Mstep: Class 11 contains 6842 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28601 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 7599 members 
Mstep: Class 16 contains 256866 members 
Mstep: Class 17 contains 276298 members 
Mstep: Class 18 contains 188026 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 12031 members 
Mstep: Class 25 contains 82651 members 
Mstep: Class 26 contains 18173 members 
Mstep: Class 27 contains 35510 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 99127 members 
Mstep: Class 30 contains 23108 members 
Mstep: Class 31 contains 12885 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60664 members 
Mstep: Class 34 contains 28717 members 
Mstep: Class 35 contains 6881 members 
Mstep: Class 36 contains 37466 members 
Mstep: Class 37 contains 177817 members 
Mstep: Class 38 contains 42694 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6346 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132446 members 
Mstep: Class 44 contains 17664 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958160.000000 Penalty: 161989.984375
Iteration 279Q: 46 clusters Score -2.259582e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10976 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 14798 members 
Mstep: Class 6 contains 11047 members 
Mstep: Class 7 contains 125443 members 
Mstep: Class 8 contains 59435 members 
Mstep: Class 9 contains 58871 members 
Mstep: Class 10 contains 5954 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28596 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 7598 members 
Mstep: Class 16 contains 256923 members 
Mstep: Class 17 contains 276290 members 
Mstep: Class 18 contains 188030 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41115 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 12013 members 
Mstep: Class 25 contains 82658 members 
Mstep: Class 26 contains 18293 members 
Mstep: Class 27 contains 35508 members 
Mstep: Class 28 contains 8953 members 
Mstep: Class 29 contains 99027 members 
Mstep: Class 30 contains 23112 members 
Mstep: Class 31 contains 12913 members 
Mstep: Class 32 contains 20007 members 
Mstep: Class 33 contains 60646 members 
Mstep: Class 34 contains 28702 members 
Mstep: Class 35 contains 6883 members 
Mstep: Class 36 contains 37459 members 
Mstep: Class 37 contains 177806 members 
Mstep: Class 38 contains 42719 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6345 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132393 members 
Mstep: Class 44 contains 17681 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958224.000000 Penalty: 161989.984375
Iteration 280F: 46 clusters Score -2.259582e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 12438 members 
Mstep: Class 5 contains 14803 members 
Mstep: Class 6 contains 11048 members 
Mstep: Class 7 contains 125397 members 
Mstep: Class 8 contains 59431 members 
Mstep: Class 9 contains 58856 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 6843 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 7599 members 
Mstep: Class 16 contains 256970 members 
Mstep: Class 17 contains 276278 members 
Mstep: Class 18 contains 188040 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41115 members 
Mstep: Class 22 contains 11727 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 12000 members 
Mstep: Class 25 contains 82682 members 
Mstep: Class 26 contains 18427 members 
Mstep: Class 27 contains 35508 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 98939 members 
Mstep: Class 30 contains 23114 members 
Mstep: Class 31 contains 12940 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60621 members 
Mstep: Class 34 contains 28686 members 
Mstep: Class 35 contains 6889 members 
Mstep: Class 36 contains 37454 members 
Mstep: Class 37 contains 177789 members 
Mstep: Class 38 contains 42738 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6347 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132353 members 
Mstep: Class 44 contains 17690 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958000.000000 Penalty: 161989.984375
Iteration 281Q: 46 clusters Score -2.25958e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10975 members 
Mstep: Class 4 contains 12441 members 
Mstep: Class 5 contains 14805 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 125371 members 
Mstep: Class 8 contains 59432 members 
Mstep: Class 9 contains 58845 members 
Mstep: Class 10 contains 5953 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28584 members 
Mstep: Class 14 contains 18014 members 
Mstep: Class 15 contains 7599 members 
Mstep: Class 16 contains 257019 members 
Mstep: Class 17 contains 276269 members 
Mstep: Class 18 contains 188045 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 11994 members 
Mstep: Class 25 contains 82694 members 
Mstep: Class 26 contains 18529 members 
Mstep: Class 27 contains 35512 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 98843 members 
Mstep: Class 30 contains 23118 members 
Mstep: Class 31 contains 12976 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60604 members 
Mstep: Class 34 contains 28673 members 
Mstep: Class 35 contains 6889 members 
Mstep: Class 36 contains 37450 members 
Mstep: Class 37 contains 177776 members 
Mstep: Class 38 contains 42757 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6347 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132306 members 
Mstep: Class 44 contains 17697 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958032.000000 Penalty: 161989.984375
Iteration 282Q: 46 clusters Score -2.25958e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 11050 members 
Mstep: Class 7 contains 125334 members 
Mstep: Class 8 contains 59431 members 
Mstep: Class 9 contains 58841 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 6849 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28576 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 7599 members 
Mstep: Class 16 contains 257064 members 
Mstep: Class 17 contains 276258 members 
Mstep: Class 18 contains 188050 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41120 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 82723 members 
Mstep: Class 26 contains 18614 members 
Mstep: Class 27 contains 35511 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 98742 members 
Mstep: Class 30 contains 23123 members 
Mstep: Class 31 contains 13004 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 60589 members 
Mstep: Class 34 contains 28661 members 
Mstep: Class 35 contains 6891 members 
Mstep: Class 36 contains 37438 members 
Mstep: Class 37 contains 177777 members 
Mstep: Class 38 contains 42784 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6347 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132250 members 
Mstep: Class 44 contains 17719 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957872.000000 Penalty: 161989.984375
Iteration 283Q: 46 clusters Score -2.259579e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10981 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 11052 members 
Mstep: Class 7 contains 125315 members 
Mstep: Class 8 contains 59431 members 
Mstep: Class 9 contains 58833 members 
Mstep: Class 10 contains 5952 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28574 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 7596 members 
Mstep: Class 16 contains 257110 members 
Mstep: Class 17 contains 276241 members 
Mstep: Class 18 contains 188050 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41121 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 11972 members 
Mstep: Class 25 contains 82742 members 
Mstep: Class 26 contains 18694 members 
Mstep: Class 27 contains 35512 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 98619 members 
Mstep: Class 30 contains 23129 members 
Mstep: Class 31 contains 13036 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 60573 members 
Mstep: Class 34 contains 28656 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 37430 members 
Mstep: Class 37 contains 177761 members 
Mstep: Class 38 contains 42813 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6347 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132212 members 
Mstep: Class 44 contains 17747 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957984.000000 Penalty: 161989.984375
Iteration 284Q: 46 clusters Score -2.25958e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 12448 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 125291 members 
Mstep: Class 8 contains 59430 members 
Mstep: Class 9 contains 58823 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 28572 members 
Mstep: Class 14 contains 18016 members 
Mstep: Class 15 contains 7598 members 
Mstep: Class 16 contains 257151 members 
Mstep: Class 17 contains 276236 members 
Mstep: Class 18 contains 188053 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41125 members 
Mstep: Class 22 contains 11733 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11965 members 
Mstep: Class 25 contains 82754 members 
Mstep: Class 26 contains 18775 members 
Mstep: Class 27 contains 35512 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 98505 members 
Mstep: Class 30 contains 23133 members 
Mstep: Class 31 contains 13074 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 60558 members 
Mstep: Class 34 contains 28643 members 
Mstep: Class 35 contains 6891 members 
Mstep: Class 36 contains 37424 members 
Mstep: Class 37 contains 177738 members 
Mstep: Class 38 contains 42841 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6348 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132179 members 
Mstep: Class 44 contains 17771 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957840.000000 Penalty: 161989.984375
Iteration 285Q: 46 clusters Score -2.259578e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10977 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 14814 members 
Mstep: Class 6 contains 11053 members 
Mstep: Class 7 contains 125267 members 
Mstep: Class 8 contains 59431 members 
Mstep: Class 9 contains 58815 members 
Mstep: Class 10 contains 5946 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28567 members 
Mstep: Class 14 contains 18022 members 
Mstep: Class 15 contains 7596 members 
Mstep: Class 16 contains 257183 members 
Mstep: Class 17 contains 276234 members 
Mstep: Class 18 contains 188057 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41125 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 11958 members 
Mstep: Class 25 contains 82761 members 
Mstep: Class 26 contains 18870 members 
Mstep: Class 27 contains 35512 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 98407 members 
Mstep: Class 30 contains 23140 members 
Mstep: Class 31 contains 13090 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60547 members 
Mstep: Class 34 contains 28630 members 
Mstep: Class 35 contains 6889 members 
Mstep: Class 36 contains 37416 members 
Mstep: Class 37 contains 177723 members 
Mstep: Class 38 contains 42880 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6347 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132129 members 
Mstep: Class 44 contains 17803 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957968.000000 Penalty: 161989.984375
Iteration 286Q: 46 clusters Score -2.25958e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 11053 members 
Mstep: Class 7 contains 125245 members 
Mstep: Class 8 contains 59429 members 
Mstep: Class 9 contains 58812 members 
Mstep: Class 10 contains 5946 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28561 members 
Mstep: Class 14 contains 18022 members 
Mstep: Class 15 contains 7594 members 
Mstep: Class 16 contains 257209 members 
Mstep: Class 17 contains 276229 members 
Mstep: Class 18 contains 188059 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 11953 members 
Mstep: Class 25 contains 82776 members 
Mstep: Class 26 contains 18942 members 
Mstep: Class 27 contains 35513 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 98310 members 
Mstep: Class 30 contains 23147 members 
Mstep: Class 31 contains 13112 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60542 members 
Mstep: Class 34 contains 28608 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 37408 members 
Mstep: Class 37 contains 177716 members 
Mstep: Class 38 contains 42923 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6347 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132094 members 
Mstep: Class 44 contains 17832 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958048.000000 Penalty: 161989.984375
Iteration 287Q: 46 clusters Score -2.25958e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125221 members 
Mstep: Class 8 contains 59430 members 
Mstep: Class 9 contains 58801 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 6861 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28560 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 15 contains 7593 members 
Mstep: Class 16 contains 257223 members 
Mstep: Class 17 contains 276220 members 
Mstep: Class 18 contains 188059 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 7122 members 
Mstep: Class 24 contains 11946 members 
Mstep: Class 25 contains 82783 members 
Mstep: Class 26 contains 19032 members 
Mstep: Class 27 contains 35518 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 98225 members 
Mstep: Class 30 contains 23153 members 
Mstep: Class 31 contains 13136 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60535 members 
Mstep: Class 34 contains 28594 members 
Mstep: Class 35 contains 6894 members 
Mstep: Class 36 contains 37404 members 
Mstep: Class 37 contains 177715 members 
Mstep: Class 38 contains 42955 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6350 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 132045 members 
Mstep: Class 44 contains 17853 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958192.000000 Penalty: 161989.984375
Iteration 288Q: 46 clusters Score -2.259582e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125206 members 
Mstep: Class 8 contains 59429 members 
Mstep: Class 9 contains 58801 members 
Mstep: Class 10 contains 5942 members 
Mstep: Class 11 contains 6866 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28553 members 
Mstep: Class 14 contains 18028 members 
Mstep: Class 15 contains 7593 members 
Mstep: Class 16 contains 257248 members 
Mstep: Class 17 contains 276218 members 
Mstep: Class 18 contains 188060 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41125 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 7122 members 
Mstep: Class 24 contains 11941 members 
Mstep: Class 25 contains 82783 members 
Mstep: Class 26 contains 19104 members 
Mstep: Class 27 contains 35521 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 98132 members 
Mstep: Class 30 contains 23159 members 
Mstep: Class 31 contains 13172 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60523 members 
Mstep: Class 34 contains 28580 members 
Mstep: Class 35 contains 6899 members 
Mstep: Class 36 contains 37397 members 
Mstep: Class 37 contains 177712 members 
Mstep: Class 38 contains 42979 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6352 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131999 members 
Mstep: Class 44 contains 17878 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958352.000000 Penalty: 161989.984375
Iteration 289Q: 46 clusters Score -2.259584e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 12440 members 
Mstep: Class 5 contains 14811 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125197 members 
Mstep: Class 8 contains 59429 members 
Mstep: Class 9 contains 58795 members 
Mstep: Class 10 contains 5941 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28546 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 15 contains 7593 members 
Mstep: Class 16 contains 257267 members 
Mstep: Class 17 contains 276216 members 
Mstep: Class 18 contains 188063 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41124 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 11930 members 
Mstep: Class 25 contains 82767 members 
Mstep: Class 26 contains 19189 members 
Mstep: Class 27 contains 35523 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 98054 members 
Mstep: Class 30 contains 23171 members 
Mstep: Class 31 contains 13215 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60516 members 
Mstep: Class 34 contains 28565 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 37392 members 
Mstep: Class 37 contains 177696 members 
Mstep: Class 38 contains 43000 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6353 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131957 members 
Mstep: Class 44 contains 17898 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958176.000000 Penalty: 161989.984375
Iteration 290Q: 46 clusters Score -2.259582e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 14812 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125180 members 
Mstep: Class 8 contains 59425 members 
Mstep: Class 9 contains 58788 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28538 members 
Mstep: Class 14 contains 18023 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 16 contains 257303 members 
Mstep: Class 17 contains 276209 members 
Mstep: Class 18 contains 188065 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41128 members 
Mstep: Class 22 contains 11736 members 
Mstep: Class 23 contains 7124 members 
Mstep: Class 24 contains 11923 members 
Mstep: Class 25 contains 82756 members 
Mstep: Class 26 contains 19278 members 
Mstep: Class 27 contains 35524 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 97943 members 
Mstep: Class 30 contains 23183 members 
Mstep: Class 31 contains 13257 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60507 members 
Mstep: Class 34 contains 28552 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 37396 members 
Mstep: Class 37 contains 177679 members 
Mstep: Class 38 contains 43028 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6355 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131917 members 
Mstep: Class 44 contains 17928 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958016.000000 Penalty: 161989.984375
Iteration 291Q: 46 clusters Score -2.25958e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125152 members 
Mstep: Class 8 contains 59423 members 
Mstep: Class 9 contains 58778 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 12047 members 
Mstep: Class 13 contains 28531 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257317 members 
Mstep: Class 17 contains 276196 members 
Mstep: Class 18 contains 188068 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41128 members 
Mstep: Class 22 contains 11734 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 11914 members 
Mstep: Class 25 contains 82765 members 
Mstep: Class 26 contains 19381 members 
Mstep: Class 27 contains 35527 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 97845 members 
Mstep: Class 30 contains 23189 members 
Mstep: Class 31 contains 13293 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 28533 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 37394 members 
Mstep: Class 37 contains 177664 members 
Mstep: Class 38 contains 43071 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6357 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131875 members 
Mstep: Class 44 contains 17961 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958112.000000 Penalty: 161989.984375
Iteration 292Q: 46 clusters Score -2.259581e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 12443 members 
Mstep: Class 5 contains 14809 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 125131 members 
Mstep: Class 8 contains 59422 members 
Mstep: Class 9 contains 58770 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28516 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257339 members 
Mstep: Class 17 contains 276179 members 
Mstep: Class 18 contains 188076 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41125 members 
Mstep: Class 22 contains 11734 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 11901 members 
Mstep: Class 25 contains 82771 members 
Mstep: Class 26 contains 19468 members 
Mstep: Class 27 contains 35530 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 97768 members 
Mstep: Class 30 contains 23195 members 
Mstep: Class 31 contains 13311 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60487 members 
Mstep: Class 34 contains 28518 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 37391 members 
Mstep: Class 37 contains 177673 members 
Mstep: Class 38 contains 43102 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6357 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131829 members 
Mstep: Class 44 contains 17998 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958112.000000 Penalty: 161989.984375
Iteration 293Q: 46 clusters Score -2.259581e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125123 members 
Mstep: Class 8 contains 59423 members 
Mstep: Class 9 contains 58767 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28504 members 
Mstep: Class 14 contains 18017 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257354 members 
Mstep: Class 17 contains 276162 members 
Mstep: Class 18 contains 188079 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41124 members 
Mstep: Class 22 contains 11732 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 11895 members 
Mstep: Class 25 contains 82779 members 
Mstep: Class 26 contains 19546 members 
Mstep: Class 27 contains 35531 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 97694 members 
Mstep: Class 30 contains 23198 members 
Mstep: Class 31 contains 13329 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60483 members 
Mstep: Class 34 contains 28508 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 37384 members 
Mstep: Class 37 contains 177679 members 
Mstep: Class 38 contains 43132 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6357 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131787 members 
Mstep: Class 44 contains 18025 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957872.000000 Penalty: 161989.984375
Iteration 294Q: 46 clusters Score -2.259579e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 12444 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125093 members 
Mstep: Class 8 contains 59426 members 
Mstep: Class 9 contains 58757 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 18018 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257368 members 
Mstep: Class 17 contains 276151 members 
Mstep: Class 18 contains 188082 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41125 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 7132 members 
Mstep: Class 24 contains 11884 members 
Mstep: Class 25 contains 82778 members 
Mstep: Class 26 contains 19644 members 
Mstep: Class 27 contains 35534 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 97621 members 
Mstep: Class 30 contains 23203 members 
Mstep: Class 31 contains 13351 members 
Mstep: Class 32 contains 20002 members 
Mstep: Class 33 contains 60482 members 
Mstep: Class 34 contains 28496 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 37379 members 
Mstep: Class 37 contains 177677 members 
Mstep: Class 38 contains 43156 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6359 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131749 members 
Mstep: Class 44 contains 18053 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957984.000000 Penalty: 161989.984375
Iteration 295Q: 46 clusters Score -2.25958e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 12445 members 
Mstep: Class 5 contains 14810 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 125074 members 
Mstep: Class 8 contains 59426 members 
Mstep: Class 9 contains 58748 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28482 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257389 members 
Mstep: Class 17 contains 276142 members 
Mstep: Class 18 contains 188083 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41123 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 7133 members 
Mstep: Class 24 contains 11880 members 
Mstep: Class 25 contains 82775 members 
Mstep: Class 26 contains 19743 members 
Mstep: Class 27 contains 35535 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 97549 members 
Mstep: Class 30 contains 23206 members 
Mstep: Class 31 contains 13363 members 
Mstep: Class 32 contains 20002 members 
Mstep: Class 33 contains 60472 members 
Mstep: Class 34 contains 28478 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 37374 members 
Mstep: Class 37 contains 177678 members 
Mstep: Class 38 contains 43189 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6362 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131694 members 
Mstep: Class 44 contains 18084 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957936.000000 Penalty: 161989.984375
Iteration 296Q: 46 clusters Score -2.259579e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10979 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 14813 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 125054 members 
Mstep: Class 8 contains 59427 members 
Mstep: Class 9 contains 58748 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28473 members 
Mstep: Class 14 contains 18022 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257413 members 
Mstep: Class 17 contains 276131 members 
Mstep: Class 18 contains 188085 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41123 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 7131 members 
Mstep: Class 24 contains 11876 members 
Mstep: Class 25 contains 82775 members 
Mstep: Class 26 contains 19838 members 
Mstep: Class 27 contains 35536 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 97481 members 
Mstep: Class 30 contains 23208 members 
Mstep: Class 31 contains 13372 members 
Mstep: Class 32 contains 20002 members 
Mstep: Class 33 contains 60464 members 
Mstep: Class 34 contains 28458 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 37370 members 
Mstep: Class 37 contains 177679 members 
Mstep: Class 38 contains 43208 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6364 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131644 members 
Mstep: Class 44 contains 18113 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957808.000000 Penalty: 161989.984375
Iteration 297Q: 46 clusters Score -2.259578e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10978 members 
Mstep: Class 4 contains 12448 members 
Mstep: Class 5 contains 14813 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 125052 members 
Mstep: Class 8 contains 59428 members 
Mstep: Class 9 contains 58749 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28460 members 
Mstep: Class 14 contains 18023 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257425 members 
Mstep: Class 17 contains 276110 members 
Mstep: Class 18 contains 188090 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 11871 members 
Mstep: Class 25 contains 82769 members 
Mstep: Class 26 contains 19927 members 
Mstep: Class 27 contains 35537 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 97425 members 
Mstep: Class 30 contains 23212 members 
Mstep: Class 31 contains 13381 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60462 members 
Mstep: Class 34 contains 28445 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 37367 members 
Mstep: Class 37 contains 177666 members 
Mstep: Class 38 contains 43233 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6369 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131592 members 
Mstep: Class 44 contains 18140 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957632.000000 Penalty: 161989.984375
Iteration 298Q: 46 clusters Score -2.259576e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10980 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 14813 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 125048 members 
Mstep: Class 8 contains 59432 members 
Mstep: Class 9 contains 58746 members 
Mstep: Class 10 contains 5933 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28451 members 
Mstep: Class 14 contains 18023 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257410 members 
Mstep: Class 17 contains 276088 members 
Mstep: Class 18 contains 188097 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41129 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 7127 members 
Mstep: Class 24 contains 11869 members 
Mstep: Class 25 contains 82763 members 
Mstep: Class 26 contains 20012 members 
Mstep: Class 27 contains 35543 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 97379 members 
Mstep: Class 30 contains 23212 members 
Mstep: Class 31 contains 13392 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60465 members 
Mstep: Class 34 contains 28435 members 
Mstep: Class 35 contains 6913 members 
Mstep: Class 36 contains 37360 members 
Mstep: Class 37 contains 177672 members 
Mstep: Class 38 contains 43255 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6372 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131530 members 
Mstep: Class 44 contains 18168 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957552.000000 Penalty: 161989.984375
Iteration 299Q: 46 clusters Score -2.259576e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 14816 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 125038 members 
Mstep: Class 8 contains 59435 members 
Mstep: Class 9 contains 58743 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28430 members 
Mstep: Class 14 contains 18023 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257395 members 
Mstep: Class 17 contains 276057 members 
Mstep: Class 18 contains 188108 members 
Mstep: Class 19 contains 8432 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41127 members 
Mstep: Class 22 contains 11729 members 
Mstep: Class 23 contains 7124 members 
Mstep: Class 24 contains 11860 members 
Mstep: Class 25 contains 82766 members 
Mstep: Class 26 contains 20116 members 
Mstep: Class 27 contains 35541 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 97326 members 
Mstep: Class 30 contains 23213 members 
Mstep: Class 31 contains 13412 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60467 members 
Mstep: Class 34 contains 28418 members 
Mstep: Class 35 contains 6917 members 
Mstep: Class 36 contains 37359 members 
Mstep: Class 37 contains 177671 members 
Mstep: Class 38 contains 43293 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6378 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131477 members 
Mstep: Class 44 contains 18186 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957440.000000 Penalty: 161989.984375
Iteration 300F: 46 clusters Score -2.259574e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 14818 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 125035 members 
Mstep: Class 8 contains 59440 members 
Mstep: Class 9 contains 58742 members 
Mstep: Class 10 contains 5935 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28422 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257386 members 
Mstep: Class 17 contains 276028 members 
Mstep: Class 18 contains 188114 members 
Mstep: Class 19 contains 8430 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41129 members 
Mstep: Class 22 contains 11729 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 11845 members 
Mstep: Class 25 contains 82777 members 
Mstep: Class 26 contains 20220 members 
Mstep: Class 27 contains 35541 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 97264 members 
Mstep: Class 30 contains 23218 members 
Mstep: Class 31 contains 13432 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60465 members 
Mstep: Class 34 contains 28401 members 
Mstep: Class 35 contains 6922 members 
Mstep: Class 36 contains 37360 members 
Mstep: Class 37 contains 177663 members 
Mstep: Class 38 contains 43325 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6382 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131408 members 
Mstep: Class 44 contains 18212 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957696.000000 Penalty: 161989.984375
Iteration 301Q: 46 clusters Score -2.259577e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10983 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 14819 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 125028 members 
Mstep: Class 8 contains 59443 members 
Mstep: Class 9 contains 58732 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28416 members 
Mstep: Class 14 contains 18023 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257388 members 
Mstep: Class 17 contains 275994 members 
Mstep: Class 18 contains 188126 members 
Mstep: Class 19 contains 8431 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41127 members 
Mstep: Class 22 contains 11729 members 
Mstep: Class 23 contains 7126 members 
Mstep: Class 24 contains 11833 members 
Mstep: Class 25 contains 82778 members 
Mstep: Class 26 contains 20328 members 
Mstep: Class 27 contains 35543 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 97199 members 
Mstep: Class 30 contains 23221 members 
Mstep: Class 31 contains 13454 members 
Mstep: Class 32 contains 20005 members 
Mstep: Class 33 contains 60466 members 
Mstep: Class 34 contains 28395 members 
Mstep: Class 35 contains 6927 members 
Mstep: Class 36 contains 37358 members 
Mstep: Class 37 contains 177664 members 
Mstep: Class 38 contains 43341 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6388 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131337 members 
Mstep: Class 44 contains 18242 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957584.000000 Penalty: 161989.984375
Iteration 302Q: 46 clusters Score -2.259576e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10986 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 125028 members 
Mstep: Class 8 contains 59444 members 
Mstep: Class 9 contains 58719 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 28403 members 
Mstep: Class 14 contains 18021 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257398 members 
Mstep: Class 17 contains 275975 members 
Mstep: Class 18 contains 188133 members 
Mstep: Class 19 contains 8432 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7128 members 
Mstep: Class 24 contains 11824 members 
Mstep: Class 25 contains 82787 members 
Mstep: Class 26 contains 20422 members 
Mstep: Class 27 contains 35542 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 97122 members 
Mstep: Class 30 contains 23222 members 
Mstep: Class 31 contains 13475 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 60463 members 
Mstep: Class 34 contains 28386 members 
Mstep: Class 35 contains 6930 members 
Mstep: Class 36 contains 37353 members 
Mstep: Class 37 contains 177667 members 
Mstep: Class 38 contains 43367 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6392 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131265 members 
Mstep: Class 44 contains 18271 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957392.000000 Penalty: 161989.984375
Iteration 303Q: 46 clusters Score -2.259574e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 12449 members 
Mstep: Class 5 contains 14821 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 125023 members 
Mstep: Class 8 contains 59441 members 
Mstep: Class 9 contains 58710 members 
Mstep: Class 10 contains 5937 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28395 members 
Mstep: Class 14 contains 18019 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257408 members 
Mstep: Class 17 contains 275963 members 
Mstep: Class 18 contains 188141 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41124 members 
Mstep: Class 22 contains 11725 members 
Mstep: Class 23 contains 7125 members 
Mstep: Class 24 contains 11818 members 
Mstep: Class 25 contains 82778 members 
Mstep: Class 26 contains 20489 members 
Mstep: Class 27 contains 35540 members 
Mstep: Class 28 contains 8950 members 
Mstep: Class 29 contains 97063 members 
Mstep: Class 30 contains 23223 members 
Mstep: Class 31 contains 13488 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60463 members 
Mstep: Class 34 contains 28376 members 
Mstep: Class 35 contains 6939 members 
Mstep: Class 36 contains 37345 members 
Mstep: Class 37 contains 177680 members 
Mstep: Class 38 contains 43386 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6397 members 
Mstep: Class 41 contains 1201 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131219 members 
Mstep: Class 44 contains 18304 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957648.000000 Penalty: 161989.984375
Iteration 304Q: 46 clusters Score -2.259576e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10989 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 14820 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 125011 members 
Mstep: Class 8 contains 59442 members 
Mstep: Class 9 contains 58702 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28400 members 
Mstep: Class 14 contains 18022 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257406 members 
Mstep: Class 17 contains 275944 members 
Mstep: Class 18 contains 188148 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41124 members 
Mstep: Class 22 contains 11725 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 11808 members 
Mstep: Class 25 contains 82778 members 
Mstep: Class 26 contains 20557 members 
Mstep: Class 27 contains 35533 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 97002 members 
Mstep: Class 30 contains 23225 members 
Mstep: Class 31 contains 13512 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60455 members 
Mstep: Class 34 contains 28363 members 
Mstep: Class 35 contains 6950 members 
Mstep: Class 36 contains 37344 members 
Mstep: Class 37 contains 177687 members 
Mstep: Class 38 contains 43411 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6398 members 
Mstep: Class 41 contains 1200 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131174 members 
Mstep: Class 44 contains 18334 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957936.000000 Penalty: 161989.984375
Iteration 305Q: 46 clusters Score -2.259579e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 12451 members 
Mstep: Class 5 contains 14822 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 125012 members 
Mstep: Class 8 contains 59440 members 
Mstep: Class 9 contains 58700 members 
Mstep: Class 10 contains 5936 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28395 members 
Mstep: Class 14 contains 18024 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257404 members 
Mstep: Class 17 contains 275925 members 
Mstep: Class 18 contains 188152 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41122 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 11802 members 
Mstep: Class 25 contains 82769 members 
Mstep: Class 26 contains 20611 members 
Mstep: Class 27 contains 35531 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 96945 members 
Mstep: Class 30 contains 23225 members 
Mstep: Class 31 contains 13537 members 
Mstep: Class 32 contains 20004 members 
Mstep: Class 33 contains 60452 members 
Mstep: Class 34 contains 28352 members 
Mstep: Class 35 contains 6958 members 
Mstep: Class 36 contains 37341 members 
Mstep: Class 37 contains 177691 members 
Mstep: Class 38 contains 43436 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6400 members 
Mstep: Class 41 contains 1202 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131148 members 
Mstep: Class 44 contains 18351 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958048.000000 Penalty: 161989.984375
Iteration 306Q: 46 clusters Score -2.25958e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10990 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 14823 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124999 members 
Mstep: Class 8 contains 59441 members 
Mstep: Class 9 contains 58701 members 
Mstep: Class 10 contains 5932 members 
Mstep: Class 11 contains 6905 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28393 members 
Mstep: Class 14 contains 18025 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257397 members 
Mstep: Class 17 contains 275909 members 
Mstep: Class 18 contains 188155 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41120 members 
Mstep: Class 22 contains 11726 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 11800 members 
Mstep: Class 25 contains 82751 members 
Mstep: Class 26 contains 20662 members 
Mstep: Class 27 contains 35534 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 96904 members 
Mstep: Class 30 contains 23227 members 
Mstep: Class 31 contains 13551 members 
Mstep: Class 32 contains 20006 members 
Mstep: Class 33 contains 60454 members 
Mstep: Class 34 contains 28345 members 
Mstep: Class 35 contains 6963 members 
Mstep: Class 36 contains 37343 members 
Mstep: Class 37 contains 177696 members 
Mstep: Class 38 contains 43457 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131124 members 
Mstep: Class 44 contains 18370 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957968.000000 Penalty: 161989.984375
Iteration 307Q: 46 clusters Score -2.25958e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 14824 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124986 members 
Mstep: Class 8 contains 59443 members 
Mstep: Class 9 contains 58697 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 6908 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28392 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257408 members 
Mstep: Class 17 contains 275887 members 
Mstep: Class 18 contains 188167 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41120 members 
Mstep: Class 22 contains 11727 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 82730 members 
Mstep: Class 26 contains 20727 members 
Mstep: Class 27 contains 35537 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96834 members 
Mstep: Class 30 contains 23231 members 
Mstep: Class 31 contains 13568 members 
Mstep: Class 32 contains 20008 members 
Mstep: Class 33 contains 60460 members 
Mstep: Class 34 contains 28337 members 
Mstep: Class 35 contains 6966 members 
Mstep: Class 36 contains 37337 members 
Mstep: Class 37 contains 177690 members 
Mstep: Class 38 contains 43490 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131100 members 
Mstep: Class 44 contains 18384 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957744.000000 Penalty: 161989.984375
Iteration 308Q: 46 clusters Score -2.259577e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 12453 members 
Mstep: Class 5 contains 14826 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 124984 members 
Mstep: Class 8 contains 59443 members 
Mstep: Class 9 contains 58689 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28387 members 
Mstep: Class 14 contains 18026 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257422 members 
Mstep: Class 17 contains 275879 members 
Mstep: Class 18 contains 188169 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41121 members 
Mstep: Class 22 contains 11728 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 11792 members 
Mstep: Class 25 contains 82713 members 
Mstep: Class 26 contains 20792 members 
Mstep: Class 27 contains 35540 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96762 members 
Mstep: Class 30 contains 23240 members 
Mstep: Class 31 contains 13588 members 
Mstep: Class 32 contains 20010 members 
Mstep: Class 33 contains 60459 members 
Mstep: Class 34 contains 28321 members 
Mstep: Class 35 contains 6968 members 
Mstep: Class 36 contains 37336 members 
Mstep: Class 37 contains 177686 members 
Mstep: Class 38 contains 43517 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6410 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131068 members 
Mstep: Class 44 contains 18401 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958032.000000 Penalty: 161989.984375
Iteration 309Q: 46 clusters Score -2.25958e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10991 members 
Mstep: Class 4 contains 12454 members 
Mstep: Class 5 contains 14828 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 124975 members 
Mstep: Class 8 contains 59444 members 
Mstep: Class 9 contains 58682 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 28382 members 
Mstep: Class 14 contains 18030 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257407 members 
Mstep: Class 17 contains 275866 members 
Mstep: Class 18 contains 188175 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41120 members 
Mstep: Class 22 contains 11730 members 
Mstep: Class 23 contains 7109 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 82702 members 
Mstep: Class 26 contains 20863 members 
Mstep: Class 27 contains 35544 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96704 members 
Mstep: Class 30 contains 23244 members 
Mstep: Class 31 contains 13617 members 
Mstep: Class 32 contains 20007 members 
Mstep: Class 33 contains 60454 members 
Mstep: Class 34 contains 28316 members 
Mstep: Class 35 contains 6969 members 
Mstep: Class 36 contains 37333 members 
Mstep: Class 37 contains 177686 members 
Mstep: Class 38 contains 43544 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131048 members 
Mstep: Class 44 contains 18418 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958176.000000 Penalty: 161989.984375
Iteration 310Q: 46 clusters Score -2.259582e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 12456 members 
Mstep: Class 5 contains 14828 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124967 members 
Mstep: Class 8 contains 59442 members 
Mstep: Class 9 contains 58675 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6915 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28381 members 
Mstep: Class 14 contains 18030 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257397 members 
Mstep: Class 17 contains 275847 members 
Mstep: Class 18 contains 188188 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41120 members 
Mstep: Class 22 contains 11731 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 11778 members 
Mstep: Class 25 contains 82686 members 
Mstep: Class 26 contains 20932 members 
Mstep: Class 27 contains 35546 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96642 members 
Mstep: Class 30 contains 23246 members 
Mstep: Class 31 contains 13649 members 
Mstep: Class 32 contains 20003 members 
Mstep: Class 33 contains 60454 members 
Mstep: Class 34 contains 28308 members 
Mstep: Class 35 contains 6969 members 
Mstep: Class 36 contains 37328 members 
Mstep: Class 37 contains 177684 members 
Mstep: Class 38 contains 43572 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131029 members 
Mstep: Class 44 contains 18437 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958240.000000 Penalty: 161989.984375
Iteration 311Q: 46 clusters Score -2.259582e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10993 members 
Mstep: Class 4 contains 12459 members 
Mstep: Class 5 contains 14828 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124959 members 
Mstep: Class 8 contains 59443 members 
Mstep: Class 9 contains 58668 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 11 contains 6915 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28377 members 
Mstep: Class 14 contains 18029 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257396 members 
Mstep: Class 17 contains 275829 members 
Mstep: Class 18 contains 188197 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41121 members 
Mstep: Class 22 contains 11732 members 
Mstep: Class 23 contains 7104 members 
Mstep: Class 24 contains 11777 members 
Mstep: Class 25 contains 82674 members 
Mstep: Class 26 contains 20982 members 
Mstep: Class 27 contains 35544 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96585 members 
Mstep: Class 30 contains 23250 members 
Mstep: Class 31 contains 13673 members 
Mstep: Class 32 contains 20001 members 
Mstep: Class 33 contains 60455 members 
Mstep: Class 34 contains 28297 members 
Mstep: Class 35 contains 6969 members 
Mstep: Class 36 contains 37327 members 
Mstep: Class 37 contains 177687 members 
Mstep: Class 38 contains 43595 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 131006 members 
Mstep: Class 44 contains 18460 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958592.000000 Penalty: 161989.984375
Iteration 312Q: 46 clusters Score -2.259586e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10995 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14831 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 124949 members 
Mstep: Class 8 contains 59443 members 
Mstep: Class 9 contains 58660 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 6914 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28370 members 
Mstep: Class 14 contains 18029 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257416 members 
Mstep: Class 17 contains 275813 members 
Mstep: Class 18 contains 188211 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41121 members 
Mstep: Class 22 contains 11732 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 11778 members 
Mstep: Class 25 contains 82660 members 
Mstep: Class 26 contains 21043 members 
Mstep: Class 27 contains 35543 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96510 members 
Mstep: Class 30 contains 23253 members 
Mstep: Class 31 contains 13687 members 
Mstep: Class 32 contains 20000 members 
Mstep: Class 33 contains 60455 members 
Mstep: Class 34 contains 28292 members 
Mstep: Class 35 contains 6971 members 
Mstep: Class 36 contains 37326 members 
Mstep: Class 37 contains 177680 members 
Mstep: Class 38 contains 43611 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130978 members 
Mstep: Class 44 contains 18483 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958496.000000 Penalty: 161989.984375
Iteration 313Q: 46 clusters Score -2.259585e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14834 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 124953 members 
Mstep: Class 8 contains 59442 members 
Mstep: Class 9 contains 58655 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6916 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28361 members 
Mstep: Class 14 contains 18030 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257431 members 
Mstep: Class 17 contains 275807 members 
Mstep: Class 18 contains 188222 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41123 members 
Mstep: Class 22 contains 11733 members 
Mstep: Class 23 contains 7109 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 82637 members 
Mstep: Class 26 contains 21088 members 
Mstep: Class 27 contains 35543 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96460 members 
Mstep: Class 30 contains 23254 members 
Mstep: Class 31 contains 13692 members 
Mstep: Class 32 contains 19999 members 
Mstep: Class 33 contains 60456 members 
Mstep: Class 34 contains 28284 members 
Mstep: Class 35 contains 6970 members 
Mstep: Class 36 contains 37319 members 
Mstep: Class 37 contains 177681 members 
Mstep: Class 38 contains 43631 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130958 members 
Mstep: Class 44 contains 18499 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958592.000000 Penalty: 161989.984375
Iteration 314Q: 46 clusters Score -2.259586e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14835 members 
Mstep: Class 6 contains 11056 members 
Mstep: Class 7 contains 124945 members 
Mstep: Class 8 contains 59444 members 
Mstep: Class 9 contains 58652 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6918 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28356 members 
Mstep: Class 14 contains 18027 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257445 members 
Mstep: Class 17 contains 275796 members 
Mstep: Class 18 contains 188233 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41121 members 
Mstep: Class 22 contains 11735 members 
Mstep: Class 23 contains 7111 members 
Mstep: Class 24 contains 11773 members 
Mstep: Class 25 contains 82616 members 
Mstep: Class 26 contains 21141 members 
Mstep: Class 27 contains 35545 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96412 members 
Mstep: Class 30 contains 23254 members 
Mstep: Class 31 contains 13703 members 
Mstep: Class 32 contains 19997 members 
Mstep: Class 33 contains 60459 members 
Mstep: Class 34 contains 28274 members 
Mstep: Class 35 contains 6968 members 
Mstep: Class 36 contains 37313 members 
Mstep: Class 37 contains 177676 members 
Mstep: Class 38 contains 43653 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130942 members 
Mstep: Class 44 contains 18512 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958736.000000 Penalty: 161989.984375
Iteration 315Q: 46 clusters Score -2.259587e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14836 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124935 members 
Mstep: Class 8 contains 59447 members 
Mstep: Class 9 contains 58652 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6917 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 18026 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257434 members 
Mstep: Class 17 contains 275782 members 
Mstep: Class 18 contains 188240 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 11736 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 11772 members 
Mstep: Class 25 contains 82601 members 
Mstep: Class 26 contains 21194 members 
Mstep: Class 27 contains 35546 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96365 members 
Mstep: Class 30 contains 23255 members 
Mstep: Class 31 contains 13727 members 
Mstep: Class 32 contains 19996 members 
Mstep: Class 33 contains 60460 members 
Mstep: Class 34 contains 28264 members 
Mstep: Class 35 contains 6967 members 
Mstep: Class 36 contains 37307 members 
Mstep: Class 37 contains 177675 members 
Mstep: Class 38 contains 43680 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6410 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130922 members 
Mstep: Class 44 contains 18525 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958688.000000 Penalty: 161989.984375
Iteration 316Q: 46 clusters Score -2.259587e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14838 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124924 members 
Mstep: Class 8 contains 59446 members 
Mstep: Class 9 contains 58651 members 
Mstep: Class 10 contains 5931 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28354 members 
Mstep: Class 14 contains 18029 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257431 members 
Mstep: Class 17 contains 275759 members 
Mstep: Class 18 contains 188257 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11738 members 
Mstep: Class 23 contains 7117 members 
Mstep: Class 24 contains 11769 members 
Mstep: Class 25 contains 82590 members 
Mstep: Class 26 contains 21243 members 
Mstep: Class 27 contains 35546 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 96324 members 
Mstep: Class 30 contains 23256 members 
Mstep: Class 31 contains 13748 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60461 members 
Mstep: Class 34 contains 28257 members 
Mstep: Class 35 contains 6967 members 
Mstep: Class 36 contains 37298 members 
Mstep: Class 37 contains 177670 members 
Mstep: Class 38 contains 43705 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130905 members 
Mstep: Class 44 contains 18536 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958640.000000 Penalty: 161989.984375
Iteration 317Q: 46 clusters Score -2.259586e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14838 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124913 members 
Mstep: Class 8 contains 59447 members 
Mstep: Class 9 contains 58649 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 18031 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257434 members 
Mstep: Class 17 contains 275736 members 
Mstep: Class 18 contains 188266 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41115 members 
Mstep: Class 22 contains 11740 members 
Mstep: Class 23 contains 7117 members 
Mstep: Class 24 contains 11766 members 
Mstep: Class 25 contains 82580 members 
Mstep: Class 26 contains 21293 members 
Mstep: Class 27 contains 35547 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96267 members 
Mstep: Class 30 contains 23257 members 
Mstep: Class 31 contains 13766 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60463 members 
Mstep: Class 34 contains 28250 members 
Mstep: Class 35 contains 6969 members 
Mstep: Class 36 contains 37298 members 
Mstep: Class 37 contains 177663 members 
Mstep: Class 38 contains 43739 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130891 members 
Mstep: Class 44 contains 18550 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958896.000000 Penalty: 161989.984375
Iteration 318Q: 46 clusters Score -2.259589e+08 nChanged 327
Entering ConstructFrom: 
Score: -225958896.000000 Penalty: 161989.984375
Entering ConstructFrom: 
Trying to split cluster 1 (24343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Entering Unmasked Estep 
Score: -2749267.250000 Penalty: 2504.799805
	Iteration 0F: 2 clusters Score -2749267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2732440.000000 Penalty: 5009.599609
	Iteration 0F: 3 clusters Score -2732440 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2738403.000000 Penalty: 5009.599609
	Iteration 1F: 3 clusters Score -2738403 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2738999.000000 Penalty: 5009.599609
	Iteration 2F: 3 clusters Score -2738999 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2739759.250000 Penalty: 5009.599609
	Iteration 3F: 3 clusters Score -2739759 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2740732.500000 Penalty: 5009.599609
	Iteration 4F: 3 clusters Score -2740732 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2741851.500000 Penalty: 5009.599609
	Iteration 5F: 3 clusters Score -2741852 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2742936.000000 Penalty: 5009.599609
	Iteration 6F: 3 clusters Score -2742936 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2743787.000000 Penalty: 5009.599609
	Iteration 7F: 3 clusters Score -2743787 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2744370.000000 Penalty: 5009.599609
	Iteration 8F: 3 clusters Score -2744370 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2744717.000000 Penalty: 5009.599609
	Iteration 9Q: 3 clusters Score -2744717 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2744899.750000 Penalty: 5009.599609
	Iteration 10Q: 3 clusters Score -2744900 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2745008.500000 Penalty: 5009.599609
	Iteration 11Q: 3 clusters Score -2745008 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2745092.500000 Penalty: 5009.599609
	Iteration 12Q: 3 clusters Score -2745092 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2745134.750000 Penalty: 5009.599609
	Iteration 13Q: 3 clusters Score -2745135 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -2745160.500000 Penalty: 5009.599609
	Iteration 14Q: 3 clusters Score -2745160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2745175.750000 Penalty: 5009.599609
	Iteration 15Q: 3 clusters Score -2745176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2745195.000000 Penalty: 5009.599609
	Iteration 16Q: 3 clusters Score -2745195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2745214.750000 Penalty: 5009.599609
	Iteration 17Q: 3 clusters Score -2745215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2745235.500000 Penalty: 5009.599609
	Iteration 18Q: 3 clusters Score -2745236 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2745243.750000 Penalty: 5009.599609
	Iteration 19Q: 3 clusters Score -2745244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2745246.750000 Penalty: 5009.599609
	Iteration 20F: 3 clusters Score -2745247 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2745255.000000 Penalty: 5009.599609
	Iteration 21Q: 3 clusters Score -2745255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2745261.750000 Penalty: 5009.599609
	Iteration 22Q: 3 clusters Score -2745262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2745264.250000 Penalty: 5009.599609
	Iteration 23Q: 3 clusters Score -2745264 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2745268.500000 Penalty: 5009.599609
	Iteration 24Q: 3 clusters Score -2745268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2745285.250000 Penalty: 5009.599609
	Iteration 25Q: 3 clusters Score -2745285 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2745295.500000 Penalty: 5009.599609
	Iteration 26Q: 3 clusters Score -2745296 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2745312.250000 Penalty: 5009.599609
	Iteration 27Q: 3 clusters Score -2745312 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2745321.000000 Penalty: 5009.599609
	Iteration 28Q: 3 clusters Score -2745321 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2745330.750000 Penalty: 5009.599609
	Iteration 29Q: 3 clusters Score -2745331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2745339.500000 Penalty: 5009.599609
	Iteration 30Q: 3 clusters Score -2745340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2745351.250000 Penalty: 5009.599609
	Iteration 31Q: 3 clusters Score -2745351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2745369.250000 Penalty: 5009.599609
	Iteration 32Q: 3 clusters Score -2745369 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2745398.500000 Penalty: 5009.599609
	Iteration 33Q: 3 clusters Score -2745398 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2745419.250000 Penalty: 5009.599609
	Iteration 34Q: 3 clusters Score -2745419 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2745442.250000 Penalty: 5009.599609
	Iteration 35Q: 3 clusters Score -2745442 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2745470.000000 Penalty: 5009.599609
	Iteration 36Q: 3 clusters Score -2745470 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2745499.250000 Penalty: 5009.599609
	Iteration 37Q: 3 clusters Score -2745499 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2745539.500000 Penalty: 5009.599609
	Iteration 38Q: 3 clusters Score -2745540 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2745561.000000 Penalty: 5009.599609
	Iteration 39Q: 3 clusters Score -2745561 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2745604.250000 Penalty: 5009.599609
	Iteration 40F: 3 clusters Score -2745604 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2745627.750000 Penalty: 5009.599609
	Iteration 41Q: 3 clusters Score -2745628 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2745672.000000 Penalty: 5009.599609
	Iteration 42Q: 3 clusters Score -2745672 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2745706.000000 Penalty: 5009.599609
	Iteration 43Q: 3 clusters Score -2745706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2745758.500000 Penalty: 5009.599609
	Iteration 44Q: 3 clusters Score -2745758 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2745846.250000 Penalty: 5009.599609
	Iteration 45Q: 3 clusters Score -2745846 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2745917.750000 Penalty: 5009.599609
	Iteration 46Q: 3 clusters Score -2745918 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2745990.000000 Penalty: 5009.599609
	Iteration 47Q: 3 clusters Score -2745990 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2746082.500000 Penalty: 5009.599609
	Iteration 48Q: 3 clusters Score -2746082 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2746158.500000 Penalty: 5009.599609
	Iteration 49Q: 3 clusters Score -2746158 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2746250.000000 Penalty: 5009.599609
	Iteration 50Q: 3 clusters Score -2746250 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2746343.000000 Penalty: 5009.599609
	Iteration 51Q: 3 clusters Score -2746343 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2746450.000000 Penalty: 5009.599609
	Iteration 52Q: 3 clusters Score -2746450 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2746532.250000 Penalty: 5009.599609
	Iteration 53Q: 3 clusters Score -2746532 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2746622.250000 Penalty: 5009.599609
	Iteration 54Q: 3 clusters Score -2746622 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2746712.750000 Penalty: 5009.599609
	Iteration 55Q: 3 clusters Score -2746713 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2746794.750000 Penalty: 5009.599609
	Iteration 56Q: 3 clusters Score -2746795 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2746879.250000 Penalty: 5009.599609
	Iteration 57Q: 3 clusters Score -2746879 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2746948.750000 Penalty: 5009.599609
	Iteration 58Q: 3 clusters Score -2746949 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2747039.000000 Penalty: 5009.599609
	Iteration 59Q: 3 clusters Score -2747039 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2747096.250000 Penalty: 5009.599609
	Iteration 60F: 3 clusters Score -2747096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2747161.750000 Penalty: 5009.599609
	Iteration 61Q: 3 clusters Score -2747162 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2747209.250000 Penalty: 5009.599609
	Iteration 62Q: 3 clusters Score -2747209 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2747261.000000 Penalty: 5009.599609
	Iteration 63Q: 3 clusters Score -2747261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2747295.750000 Penalty: 5009.599609
	Iteration 64Q: 3 clusters Score -2747296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2747315.250000 Penalty: 5009.599609
	Iteration 65Q: 3 clusters Score -2747315 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2747343.000000 Penalty: 5009.599609
	Iteration 66Q: 3 clusters Score -2747343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2747357.750000 Penalty: 5009.599609
	Iteration 67Q: 3 clusters Score -2747358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2747371.500000 Penalty: 5009.599609
	Iteration 68Q: 3 clusters Score -2747372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2747394.250000 Penalty: 5009.599609
	Iteration 69Q: 3 clusters Score -2747394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2747403.500000 Penalty: 5009.599609
	Iteration 70Q: 3 clusters Score -2747404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2747420.750000 Penalty: 5009.599609
	Iteration 71Q: 3 clusters Score -2747421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2747434.250000 Penalty: 5009.599609
	Iteration 72Q: 3 clusters Score -2747434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2747445.250000 Penalty: 5009.599609
	Iteration 73Q: 3 clusters Score -2747445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2747456.250000 Penalty: 5009.599609
	Iteration 74Q: 3 clusters Score -2747456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2747463.750000 Penalty: 5009.599609
	Iteration 75Q: 3 clusters Score -2747464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2747471.000000 Penalty: 5009.599609
	Iteration 76Q: 3 clusters Score -2747471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2747476.000000 Penalty: 5009.599609
	Iteration 77Q: 3 clusters Score -2747476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2747479.250000 Penalty: 5009.599609
	Iteration 78Q: 3 clusters Score -2747479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2747476.750000 Penalty: 5009.599609
	Iteration 79Q: 3 clusters Score -2747477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2747482.750000 Penalty: 5009.599609
	Iteration 80F: 3 clusters Score -2747483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2747488.250000 Penalty: 5009.599609
	Iteration 81Q: 3 clusters Score -2747488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2747489.250000 Penalty: 5009.599609
	Iteration 82Q: 3 clusters Score -2747489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2747493.750000 Penalty: 5009.599609
	Iteration 83Q: 3 clusters Score -2747494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2747496.750000 Penalty: 5009.599609
	Iteration 84Q: 3 clusters Score -2747497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2747492.750000 Penalty: 5009.599609
	Iteration 85Q: 3 clusters Score -2747493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2747489.500000 Penalty: 5009.599609
	Iteration 86Q: 3 clusters Score -2747490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2747489.750000 Penalty: 5009.599609
	Iteration 87Q: 3 clusters Score -2747490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2747492.250000 Penalty: 5009.599609
	Iteration 88Q: 3 clusters Score -2747492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2747493.750000 Penalty: 5009.599609
	Iteration 89Q: 3 clusters Score -2747494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2747492.250000 Penalty: 5009.599609
	Iteration 90Q: 3 clusters Score -2747492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2747493.750000 Penalty: 5009.599609
	Iteration 91Q: 3 clusters Score -2747494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2747492.750000 Penalty: 5009.599609
	Iteration 92Q: 3 clusters Score -2747493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2747492.250000 Penalty: 5009.599609
	Iteration 93Q: 3 clusters Score -2747492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2747494.250000 Penalty: 5009.599609
	Iteration 94Q: 3 clusters Score -2747494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2747492.000000 Penalty: 5009.599609
	Iteration 95Q: 3 clusters Score -2747492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2747492.000000 Penalty: 5009.599609
	Iteration 96F: 3 clusters Score -2747492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -86669.164062 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -86669.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84897.968750 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -84897.97 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -85210.070312 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -85210.07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85377.890625 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -85377.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -85484.046875 Penalty: 3346.220459
	Iteration 3Q: 3 clusters Score -85484.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -85607.250000 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -85607.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85788.343750 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -85788.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85927.210938 Penalty: 3346.220459
	Iteration 6F: 3 clusters Score -85927.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85999.054688 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -85999.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86030.226562 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -86030.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -86057.093750 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -86057.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86088.773438 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -86088.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86106.117188 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -86106.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86118.171875 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -86118.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86129.875000 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -86129.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -86170.835938 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -86170.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86288.085938 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -86288.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -86309.531250 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -86309.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -86313.289062 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -86313.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86319.179688 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -86319.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86326.648438 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -86326.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86336.578125 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -86336.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86346.257812 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -86346.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86347.781250 Penalty: 3346.220459
	Iteration 22Q: 3 clusters Score -86347.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86347.781250 Penalty: 3346.220459
	Iteration 23F: 3 clusters Score -86347.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Entering Unmasked Estep 
Score: -1230657.875000 Penalty: 2307.959229
	Iteration 0F: 2 clusters Score -1230658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1222383.125000 Penalty: 4615.918457
	Iteration 0F: 3 clusters Score -1222383 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1224869.500000 Penalty: 4615.918457
	Iteration 1F: 3 clusters Score -1224870 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1225167.875000 Penalty: 4615.918457
	Iteration 2F: 3 clusters Score -1225168 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1225398.250000 Penalty: 4615.918457
	Iteration 3Q: 3 clusters Score -1225398 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1225604.375000 Penalty: 4615.918457
	Iteration 4Q: 3 clusters Score -1225604 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1225779.375000 Penalty: 4615.918457
	Iteration 5Q: 3 clusters Score -1225779 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1225945.375000 Penalty: 4615.918457
	Iteration 6Q: 3 clusters Score -1225945 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1226119.875000 Penalty: 4615.918457
	Iteration 7Q: 3 clusters Score -1226120 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1226283.125000 Penalty: 4615.918457
	Iteration 8Q: 3 clusters Score -1226283 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1226420.750000 Penalty: 4615.918457
	Iteration 9Q: 3 clusters Score -1226421 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1226574.375000 Penalty: 4615.918457
	Iteration 10Q: 3 clusters Score -1226574 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1226732.875000 Penalty: 4615.918457
	Iteration 11Q: 3 clusters Score -1226733 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1226876.750000 Penalty: 4615.918457
	Iteration 12Q: 3 clusters Score -1226877 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1227029.625000 Penalty: 4615.918457
	Iteration 13Q: 3 clusters Score -1227030 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1227183.250000 Penalty: 4615.918457
	Iteration 14Q: 3 clusters Score -1227183 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1227332.875000 Penalty: 4615.918457
	Iteration 15Q: 3 clusters Score -1227333 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1227470.375000 Penalty: 4615.918457
	Iteration 16Q: 3 clusters Score -1227470 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1227635.500000 Penalty: 4615.918457
	Iteration 17Q: 3 clusters Score -1227636 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1227795.750000 Penalty: 4615.918457
	Iteration 18Q: 3 clusters Score -1227796 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1227920.000000 Penalty: 4615.918457
	Iteration 19Q: 3 clusters Score -1227920 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1228022.375000 Penalty: 4615.918457
	Iteration 20F: 3 clusters Score -1228022 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1228104.000000 Penalty: 4615.918457
	Iteration 21Q: 3 clusters Score -1228104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1228170.375000 Penalty: 4615.918457
	Iteration 22Q: 3 clusters Score -1228170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1228229.250000 Penalty: 4615.918457
	Iteration 23Q: 3 clusters Score -1228229 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1228281.000000 Penalty: 4615.918457
	Iteration 24Q: 3 clusters Score -1228281 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1228333.875000 Penalty: 4615.918457
	Iteration 25Q: 3 clusters Score -1228334 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1228381.750000 Penalty: 4615.918457
	Iteration 26Q: 3 clusters Score -1228382 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1228412.125000 Penalty: 4615.918457
	Iteration 27Q: 3 clusters Score -1228412 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1228439.500000 Penalty: 4615.918457
	Iteration 28Q: 3 clusters Score -1228440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1228467.125000 Penalty: 4615.918457
	Iteration 29Q: 3 clusters Score -1228467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1228490.000000 Penalty: 4615.918457
	Iteration 30Q: 3 clusters Score -1228490 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1228519.000000 Penalty: 4615.918457
	Iteration 31Q: 3 clusters Score -1228519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1228528.375000 Penalty: 4615.918457
	Iteration 32Q: 3 clusters Score -1228528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1228540.250000 Penalty: 4615.918457
	Iteration 33Q: 3 clusters Score -1228540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1228548.000000 Penalty: 4615.918457
	Iteration 34Q: 3 clusters Score -1228548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1228559.125000 Penalty: 4615.918457
	Iteration 35Q: 3 clusters Score -1228559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1228564.750000 Penalty: 4615.918457
	Iteration 36Q: 3 clusters Score -1228565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1228571.375000 Penalty: 4615.918457
	Iteration 37Q: 3 clusters Score -1228571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1228579.375000 Penalty: 4615.918457
	Iteration 38Q: 3 clusters Score -1228579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1228588.000000 Penalty: 4615.918457
	Iteration 39Q: 3 clusters Score -1228588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1228592.250000 Penalty: 4615.918457
	Iteration 40F: 3 clusters Score -1228592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1228597.625000 Penalty: 4615.918457
	Iteration 41Q: 3 clusters Score -1228598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1228601.625000 Penalty: 4615.918457
	Iteration 42Q: 3 clusters Score -1228602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1228608.750000 Penalty: 4615.918457
	Iteration 43Q: 3 clusters Score -1228609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1228614.375000 Penalty: 4615.918457
	Iteration 44Q: 3 clusters Score -1228614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1228619.125000 Penalty: 4615.918457
	Iteration 45Q: 3 clusters Score -1228619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1228618.625000 Penalty: 4615.918457
	Iteration 46Q: 3 clusters Score -1228619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1228625.750000 Penalty: 4615.918457
	Iteration 47Q: 3 clusters Score -1228626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1228633.000000 Penalty: 4615.918457
	Iteration 48Q: 3 clusters Score -1228633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1228641.125000 Penalty: 4615.918457
	Iteration 49Q: 3 clusters Score -1228641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1228650.750000 Penalty: 4615.918457
	Iteration 50Q: 3 clusters Score -1228651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1228659.500000 Penalty: 4615.918457
	Iteration 51Q: 3 clusters Score -1228660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1228669.875000 Penalty: 4615.918457
	Iteration 52Q: 3 clusters Score -1228670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1228679.125000 Penalty: 4615.918457
	Iteration 53Q: 3 clusters Score -1228679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1228692.000000 Penalty: 4615.918457
	Iteration 54Q: 3 clusters Score -1228692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1228704.875000 Penalty: 4615.918457
	Iteration 55Q: 3 clusters Score -1228705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1228717.500000 Penalty: 4615.918457
	Iteration 56Q: 3 clusters Score -1228718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1228738.375000 Penalty: 4615.918457
	Iteration 57Q: 3 clusters Score -1228738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1228762.375000 Penalty: 4615.918457
	Iteration 58Q: 3 clusters Score -1228762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1228796.125000 Penalty: 4615.918457
	Iteration 59Q: 3 clusters Score -1228796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1228839.375000 Penalty: 4615.918457
	Iteration 60F: 3 clusters Score -1228839 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1228877.875000 Penalty: 4615.918457
	Iteration 61Q: 3 clusters Score -1228878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1228898.625000 Penalty: 4615.918457
	Iteration 62Q: 3 clusters Score -1228899 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1228921.125000 Penalty: 4615.918457
	Iteration 63Q: 3 clusters Score -1228921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1228936.375000 Penalty: 4615.918457
	Iteration 64Q: 3 clusters Score -1228936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1228952.000000 Penalty: 4615.918457
	Iteration 65Q: 3 clusters Score -1228952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1228962.125000 Penalty: 4615.918457
	Iteration 66Q: 3 clusters Score -1228962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1228971.500000 Penalty: 4615.918457
	Iteration 67Q: 3 clusters Score -1228972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1228972.750000 Penalty: 4615.918457
	Iteration 68Q: 3 clusters Score -1228973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1228974.750000 Penalty: 4615.918457
	Iteration 69Q: 3 clusters Score -1228975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1228977.250000 Penalty: 4615.918457
	Iteration 70Q: 3 clusters Score -1228977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1228983.875000 Penalty: 4615.918457
	Iteration 71Q: 3 clusters Score -1228984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1228984.375000 Penalty: 4615.918457
	Iteration 72Q: 3 clusters Score -1228984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1228988.625000 Penalty: 4615.918457
	Iteration 73Q: 3 clusters Score -1228989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1228995.250000 Penalty: 4615.918457
	Iteration 74Q: 3 clusters Score -1228995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1228994.750000 Penalty: 4615.918457
	Iteration 75Q: 3 clusters Score -1228995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1228993.500000 Penalty: 4615.918457
	Iteration 76Q: 3 clusters Score -1228994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1228995.000000 Penalty: 4615.918457
	Iteration 77Q: 3 clusters Score -1228995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1228996.125000 Penalty: 4615.918457
	Iteration 78Q: 3 clusters Score -1228996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1228996.125000 Penalty: 4615.918457
	Iteration 79F: 3 clusters Score -1228996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Entering Unmasked Estep 
Score: -1375577.625000 Penalty: 2338.748779
	Iteration 0F: 2 clusters Score -1375578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1366390.375000 Penalty: 4677.497559
	Iteration 0F: 3 clusters Score -1366390 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1369449.250000 Penalty: 4677.497559
	Iteration 1F: 3 clusters Score -1369449 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1370143.625000 Penalty: 4677.497559
	Iteration 2F: 3 clusters Score -1370144 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1370813.875000 Penalty: 4677.497559
	Iteration 3F: 3 clusters Score -1370814 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1371498.625000 Penalty: 4677.497559
	Iteration 4F: 3 clusters Score -1371499 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1372212.500000 Penalty: 4677.497559
	Iteration 5F: 3 clusters Score -1372212 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1372917.500000 Penalty: 4677.497559
	Iteration 6F: 3 clusters Score -1372918 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1373456.875000 Penalty: 4677.497559
	Iteration 7F: 3 clusters Score -1373457 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1373830.875000 Penalty: 4677.497559
	Iteration 8Q: 3 clusters Score -1373831 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1374079.250000 Penalty: 4677.497559
	Iteration 9Q: 3 clusters Score -1374079 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1374248.750000 Penalty: 4677.497559
	Iteration 10Q: 3 clusters Score -1374249 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1374377.625000 Penalty: 4677.497559
	Iteration 11Q: 3 clusters Score -1374378 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1374469.000000 Penalty: 4677.497559
	Iteration 12Q: 3 clusters Score -1374469 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1374536.625000 Penalty: 4677.497559
	Iteration 13Q: 3 clusters Score -1374537 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1374578.500000 Penalty: 4677.497559
	Iteration 14Q: 3 clusters Score -1374578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1374609.000000 Penalty: 4677.497559
	Iteration 15Q: 3 clusters Score -1374609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1374637.500000 Penalty: 4677.497559
	Iteration 16Q: 3 clusters Score -1374638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1374661.500000 Penalty: 4677.497559
	Iteration 17Q: 3 clusters Score -1374662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1374683.625000 Penalty: 4677.497559
	Iteration 18Q: 3 clusters Score -1374684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1374708.500000 Penalty: 4677.497559
	Iteration 19Q: 3 clusters Score -1374708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1374727.625000 Penalty: 4677.497559
	Iteration 20F: 3 clusters Score -1374728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1374746.875000 Penalty: 4677.497559
	Iteration 21Q: 3 clusters Score -1374747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1374758.625000 Penalty: 4677.497559
	Iteration 22Q: 3 clusters Score -1374759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1374768.250000 Penalty: 4677.497559
	Iteration 23Q: 3 clusters Score -1374768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1374773.000000 Penalty: 4677.497559
	Iteration 24Q: 3 clusters Score -1374773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1374779.625000 Penalty: 4677.497559
	Iteration 25Q: 3 clusters Score -1374780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1374789.750000 Penalty: 4677.497559
	Iteration 26Q: 3 clusters Score -1374790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1374795.750000 Penalty: 4677.497559
	Iteration 27Q: 3 clusters Score -1374796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1374797.375000 Penalty: 4677.497559
	Iteration 28Q: 3 clusters Score -1374797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1374802.875000 Penalty: 4677.497559
	Iteration 29Q: 3 clusters Score -1374803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1374804.500000 Penalty: 4677.497559
	Iteration 30Q: 3 clusters Score -1374804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1374808.750000 Penalty: 4677.497559
	Iteration 31Q: 3 clusters Score -1374809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1374806.500000 Penalty: 4677.497559
	Iteration 32Q: 3 clusters Score -1374806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1374808.875000 Penalty: 4677.497559
	Iteration 33Q: 3 clusters Score -1374809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1374809.000000 Penalty: 4677.497559
	Iteration 34Q: 3 clusters Score -1374809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1374809.000000 Penalty: 4677.497559
	Iteration 35F: 3 clusters Score -1374809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Entering Unmasked Estep 
Score: -1757980.250000 Penalty: 2382.060303
	Iteration 0F: 2 clusters Score -1757980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1747304.750000 Penalty: 4764.120605
	Iteration 0F: 3 clusters Score -1747305 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1750745.000000 Penalty: 4764.120605
	Iteration 1F: 3 clusters Score -1750745 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1751091.500000 Penalty: 4764.120605
	Iteration 2F: 3 clusters Score -1751092 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1751374.750000 Penalty: 4764.120605
	Iteration 3Q: 3 clusters Score -1751375 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1751711.625000 Penalty: 4764.120605
	Iteration 4Q: 3 clusters Score -1751712 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1752122.875000 Penalty: 4764.120605
	Iteration 5F: 3 clusters Score -1752123 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1752637.000000 Penalty: 4764.120605
	Iteration 6F: 3 clusters Score -1752637 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1753251.125000 Penalty: 4764.120605
	Iteration 7F: 3 clusters Score -1753251 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1753903.875000 Penalty: 4764.120605
	Iteration 8F: 3 clusters Score -1753904 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1754534.375000 Penalty: 4764.120605
	Iteration 9F: 3 clusters Score -1754534 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1755069.500000 Penalty: 4764.120605
	Iteration 10Q: 3 clusters Score -1755070 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1755407.375000 Penalty: 4764.120605
	Iteration 11Q: 3 clusters Score -1755407 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1755633.750000 Penalty: 4764.120605
	Iteration 12Q: 3 clusters Score -1755634 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1755781.750000 Penalty: 4764.120605
	Iteration 13Q: 3 clusters Score -1755782 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1755896.375000 Penalty: 4764.120605
	Iteration 14Q: 3 clusters Score -1755896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1755973.375000 Penalty: 4764.120605
	Iteration 15Q: 3 clusters Score -1755973 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1756023.125000 Penalty: 4764.120605
	Iteration 16Q: 3 clusters Score -1756023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1756053.000000 Penalty: 4764.120605
	Iteration 17Q: 3 clusters Score -1756053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1756076.875000 Penalty: 4764.120605
	Iteration 18Q: 3 clusters Score -1756077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1756093.125000 Penalty: 4764.120605
	Iteration 19Q: 3 clusters Score -1756093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1756099.750000 Penalty: 4764.120605
	Iteration 20F: 3 clusters Score -1756100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1756116.250000 Penalty: 4764.120605
	Iteration 21Q: 3 clusters Score -1756116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1756121.500000 Penalty: 4764.120605
	Iteration 22Q: 3 clusters Score -1756122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1756127.250000 Penalty: 4764.120605
	Iteration 23Q: 3 clusters Score -1756127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1756133.125000 Penalty: 4764.120605
	Iteration 24Q: 3 clusters Score -1756133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1756134.375000 Penalty: 4764.120605
	Iteration 25Q: 3 clusters Score -1756134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1756142.625000 Penalty: 4764.120605
	Iteration 26Q: 3 clusters Score -1756143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1756149.375000 Penalty: 4764.120605
	Iteration 27Q: 3 clusters Score -1756149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1756162.375000 Penalty: 4764.120605
	Iteration 28Q: 3 clusters Score -1756162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1756174.625000 Penalty: 4764.120605
	Iteration 29Q: 3 clusters Score -1756175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1756184.000000 Penalty: 4764.120605
	Iteration 30Q: 3 clusters Score -1756184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1756186.500000 Penalty: 4764.120605
	Iteration 31Q: 3 clusters Score -1756186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1756197.125000 Penalty: 4764.120605
	Iteration 32Q: 3 clusters Score -1756197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1756204.000000 Penalty: 4764.120605
	Iteration 33Q: 3 clusters Score -1756204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1756207.000000 Penalty: 4764.120605
	Iteration 34Q: 3 clusters Score -1756207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1756205.875000 Penalty: 4764.120605
	Iteration 35Q: 3 clusters Score -1756206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1756207.000000 Penalty: 4764.120605
	Iteration 36Q: 3 clusters Score -1756207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1756209.375000 Penalty: 4764.120605
	Iteration 37Q: 3 clusters Score -1756209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1756210.375000 Penalty: 4764.120605
	Iteration 38Q: 3 clusters Score -1756210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1756210.625000 Penalty: 4764.120605
	Iteration 39Q: 3 clusters Score -1756211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1756212.750000 Penalty: 4764.120605
	Iteration 40F: 3 clusters Score -1756213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1756212.750000 Penalty: 4764.120605
	Iteration 41Q: 3 clusters Score -1756213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1756212.750000 Penalty: 4764.120605
	Iteration 42F: 3 clusters Score -1756213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Entering Unmasked Estep 
Score: -1203331.875000 Penalty: 2309.150391
	Iteration 0F: 2 clusters Score -1203332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1195002.250000 Penalty: 4618.300781
	Iteration 0F: 3 clusters Score -1195002 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1197403.125000 Penalty: 4618.300781
	Iteration 1F: 3 clusters Score -1197403 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1197694.000000 Penalty: 4618.300781
	Iteration 2F: 3 clusters Score -1197694 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1197906.750000 Penalty: 4618.300781
	Iteration 3Q: 3 clusters Score -1197907 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1198095.125000 Penalty: 4618.300781
	Iteration 4Q: 3 clusters Score -1198095 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1198264.625000 Penalty: 4618.300781
	Iteration 5Q: 3 clusters Score -1198265 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1198421.875000 Penalty: 4618.300781
	Iteration 6Q: 3 clusters Score -1198422 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1198572.375000 Penalty: 4618.300781
	Iteration 7Q: 3 clusters Score -1198572 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1198747.500000 Penalty: 4618.300781
	Iteration 8Q: 3 clusters Score -1198748 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1198946.500000 Penalty: 4618.300781
	Iteration 9Q: 3 clusters Score -1198946 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1199171.875000 Penalty: 4618.300781
	Iteration 10Q: 3 clusters Score -1199172 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1199459.625000 Penalty: 4618.300781
	Iteration 11Q: 3 clusters Score -1199460 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1199797.625000 Penalty: 4618.300781
	Iteration 12Q: 3 clusters Score -1199798 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1200224.500000 Penalty: 4618.300781
	Iteration 13Q: 3 clusters Score -1200224 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1200634.000000 Penalty: 4618.300781
	Iteration 14Q: 3 clusters Score -1200634 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1200955.750000 Penalty: 4618.300781
	Iteration 15Q: 3 clusters Score -1200956 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1201208.250000 Penalty: 4618.300781
	Iteration 16Q: 3 clusters Score -1201208 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1201370.875000 Penalty: 4618.300781
	Iteration 17Q: 3 clusters Score -1201371 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1201475.125000 Penalty: 4618.300781
	Iteration 18Q: 3 clusters Score -1201475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1201571.875000 Penalty: 4618.300781
	Iteration 19Q: 3 clusters Score -1201572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1201623.250000 Penalty: 4618.300781
	Iteration 20F: 3 clusters Score -1201623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1201656.875000 Penalty: 4618.300781
	Iteration 21Q: 3 clusters Score -1201657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1201679.750000 Penalty: 4618.300781
	Iteration 22Q: 3 clusters Score -1201680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1201691.125000 Penalty: 4618.300781
	Iteration 23Q: 3 clusters Score -1201691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1201698.250000 Penalty: 4618.300781
	Iteration 24Q: 3 clusters Score -1201698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1201704.750000 Penalty: 4618.300781
	Iteration 25Q: 3 clusters Score -1201705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1201707.250000 Penalty: 4618.300781
	Iteration 26Q: 3 clusters Score -1201707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1201711.500000 Penalty: 4618.300781
	Iteration 27Q: 3 clusters Score -1201712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1201712.125000 Penalty: 4618.300781
	Iteration 28Q: 3 clusters Score -1201712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1201714.750000 Penalty: 4618.300781
	Iteration 29Q: 3 clusters Score -1201715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1201714.250000 Penalty: 4618.300781
	Iteration 30Q: 3 clusters Score -1201714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1201714.250000 Penalty: 4618.300781
	Iteration 31Q: 3 clusters Score -1201714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1201714.250000 Penalty: 4618.300781
	Iteration 32F: 3 clusters Score -1201714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124898 members 
Entering Unmasked Estep 
Score: -14296638.000000 Penalty: 2910.342529
	Iteration 0F: 2 clusters Score -1.429664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -14213240.000000 Penalty: 5820.685059
	Iteration 0F: 3 clusters Score -1.421324e+07 nChanged 59106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -14247322.000000 Penalty: 5820.685059
	Iteration 1F: 3 clusters Score -1.424732e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -14248049.000000 Penalty: 5820.685059
	Iteration 2Q: 3 clusters Score -1.424805e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -14248630.000000 Penalty: 5820.685059
	Iteration 3Q: 3 clusters Score -1.424863e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -14249340.000000 Penalty: 5820.685059
	Iteration 4Q: 3 clusters Score -1.424934e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56990 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -14250157.000000 Penalty: 5820.685059
	Iteration 5Q: 3 clusters Score -1.425016e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -14251151.000000 Penalty: 5820.685059
	Iteration 6Q: 3 clusters Score -1.425115e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -14252569.000000 Penalty: 5820.685059
	Iteration 7Q: 3 clusters Score -1.425257e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -14255150.000000 Penalty: 5820.685059
	Iteration 8Q: 3 clusters Score -1.425515e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -14259696.000000 Penalty: 5820.685059
	Iteration 9F: 3 clusters Score -1.42597e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -14267305.000000 Penalty: 5820.685059
	Iteration 10F: 3 clusters Score -1.42673e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -14276935.000000 Penalty: 5820.685059
	Iteration 11F: 3 clusters Score -1.427694e+07 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -14285971.000000 Penalty: 5820.685059
	Iteration 12F: 3 clusters Score -1.428597e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 121729 members 
Entering Unmasked Estep 
Score: -14291170.000000 Penalty: 5820.685059
	Iteration 13Q: 3 clusters Score -1.429117e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 123817 members 
Entering Unmasked Estep 
Score: -14293056.000000 Penalty: 5820.685059
	Iteration 14Q: 3 clusters Score -1.429306e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -14293646.000000 Penalty: 5820.685059
	Iteration 15Q: 3 clusters Score -1.429365e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -14293853.000000 Penalty: 5820.685059
	Iteration 16Q: 3 clusters Score -1.429385e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -14293961.000000 Penalty: 5820.685059
	Iteration 17Q: 3 clusters Score -1.429396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -14294015.000000 Penalty: 5820.685059
	Iteration 18Q: 3 clusters Score -1.429402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -14294046.000000 Penalty: 5820.685059
	Iteration 19Q: 3 clusters Score -1.429405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -14294055.000000 Penalty: 5820.685059
	Iteration 20F: 3 clusters Score -1.429406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -14294070.000000 Penalty: 5820.685059
	Iteration 21Q: 3 clusters Score -1.429407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 124679 members 
Entering Unmasked Estep 
Score: -14294073.000000 Penalty: 5820.685059
	Iteration 22Q: 3 clusters Score -1.429407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -14294088.000000 Penalty: 5820.685059
	Iteration 23Q: 3 clusters Score -1.429409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -14294102.000000 Penalty: 5820.685059
	Iteration 24Q: 3 clusters Score -1.42941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -14294091.000000 Penalty: 5820.685059
	Iteration 25Q: 3 clusters Score -1.429409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -14294097.000000 Penalty: 5820.685059
	Iteration 26Q: 3 clusters Score -1.42941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -14294097.000000 Penalty: 5820.685059
	Iteration 27Q: 3 clusters Score -1.42941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 124677 members 
Entering Unmasked Estep 
Score: -14294097.000000 Penalty: 5820.685059
	Iteration 28F: 3 clusters Score -1.42941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59450 members 
Entering Unmasked Estep 
Score: -6899897.500000 Penalty: 2726.237061
	Iteration 0F: 2 clusters Score -6899898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -6859817.000000 Penalty: 5452.474121
	Iteration 0F: 3 clusters Score -6859817 nChanged 27702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -6875464.500000 Penalty: 5452.474121
	Iteration 1F: 3 clusters Score -6875464 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -6876032.500000 Penalty: 5452.474121
	Iteration 2Q: 3 clusters Score -6876032 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -6876693.500000 Penalty: 5452.474121
	Iteration 3Q: 3 clusters Score -6876694 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -6877378.000000 Penalty: 5452.474121
	Iteration 4Q: 3 clusters Score -6877378 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -6878218.500000 Penalty: 5452.474121
	Iteration 5Q: 3 clusters Score -6878218 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -6879559.000000 Penalty: 5452.474121
	Iteration 6Q: 3 clusters Score -6879559 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -6881523.000000 Penalty: 5452.474121
	Iteration 7F: 3 clusters Score -6881523 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -6884024.000000 Penalty: 5452.474121
	Iteration 8F: 3 clusters Score -6884024 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -6886853.500000 Penalty: 5452.474121
	Iteration 9F: 3 clusters Score -6886854 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -6889440.500000 Penalty: 5452.474121
	Iteration 10F: 3 clusters Score -6889440 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -6891540.000000 Penalty: 5452.474121
	Iteration 11F: 3 clusters Score -6891540 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -6893286.000000 Penalty: 5452.474121
	Iteration 12Q: 3 clusters Score -6893286 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -6894701.500000 Penalty: 5452.474121
	Iteration 13Q: 3 clusters Score -6894702 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6895715.000000 Penalty: 5452.474121
	Iteration 14Q: 3 clusters Score -6895715 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6896428.500000 Penalty: 5452.474121
	Iteration 15Q: 3 clusters Score -6896428 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6896941.500000 Penalty: 5452.474121
	Iteration 16Q: 3 clusters Score -6896942 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6897197.000000 Penalty: 5452.474121
	Iteration 17Q: 3 clusters Score -6897197 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6897393.000000 Penalty: 5452.474121
	Iteration 18Q: 3 clusters Score -6897393 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6897513.500000 Penalty: 5452.474121
	Iteration 19Q: 3 clusters Score -6897514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6897554.500000 Penalty: 5452.474121
	Iteration 20F: 3 clusters Score -6897554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6897604.000000 Penalty: 5452.474121
	Iteration 21Q: 3 clusters Score -6897604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58484 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6897637.500000 Penalty: 5452.474121
	Iteration 22Q: 3 clusters Score -6897638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6897689.000000 Penalty: 5452.474121
	Iteration 23Q: 3 clusters Score -6897689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6897691.500000 Penalty: 5452.474121
	Iteration 24Q: 3 clusters Score -6897692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6897706.000000 Penalty: 5452.474121
	Iteration 25Q: 3 clusters Score -6897706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6897702.500000 Penalty: 5452.474121
	Iteration 26Q: 3 clusters Score -6897702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6897709.000000 Penalty: 5452.474121
	Iteration 27Q: 3 clusters Score -6897709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6897717.500000 Penalty: 5452.474121
	Iteration 28Q: 3 clusters Score -6897718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6897723.000000 Penalty: 5452.474121
	Iteration 29Q: 3 clusters Score -6897723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6897722.500000 Penalty: 5452.474121
	Iteration 30Q: 3 clusters Score -6897722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6897725.500000 Penalty: 5452.474121
	Iteration 31Q: 3 clusters Score -6897726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6897742.500000 Penalty: 5452.474121
	Iteration 32Q: 3 clusters Score -6897742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6897740.000000 Penalty: 5452.474121
	Iteration 33Q: 3 clusters Score -6897740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6897745.000000 Penalty: 5452.474121
	Iteration 34Q: 3 clusters Score -6897745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6897743.000000 Penalty: 5452.474121
	Iteration 35Q: 3 clusters Score -6897743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6897745.500000 Penalty: 5452.474121
	Iteration 36Q: 3 clusters Score -6897746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6897747.000000 Penalty: 5452.474121
	Iteration 37Q: 3 clusters Score -6897747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6897739.500000 Penalty: 5452.474121
	Iteration 38Q: 3 clusters Score -6897740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6897743.500000 Penalty: 5452.474121
	Iteration 39Q: 3 clusters Score -6897744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -6897745.500000 Penalty: 5452.474121
	Iteration 40F: 3 clusters Score -6897746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6897740.500000 Penalty: 5452.474121
	Iteration 41Q: 3 clusters Score -6897740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6897743.500000 Penalty: 5452.474121
	Iteration 42Q: 3 clusters Score -6897744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6897746.000000 Penalty: 5452.474121
	Iteration 43Q: 3 clusters Score -6897746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6897739.000000 Penalty: 5452.474121
	Iteration 44Q: 3 clusters Score -6897739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6897734.500000 Penalty: 5452.474121
	Iteration 45Q: 3 clusters Score -6897734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6897746.000000 Penalty: 5452.474121
	Iteration 46Q: 3 clusters Score -6897746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6897752.500000 Penalty: 5452.474121
	Iteration 47Q: 3 clusters Score -6897752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6897752.500000 Penalty: 5452.474121
	Iteration 48F: 3 clusters Score -6897752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Entering Unmasked Estep 
Score: -6836608.500000 Penalty: 2722.855957
	Iteration 0F: 2 clusters Score -6836608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -6797305.500000 Penalty: 5445.711914
	Iteration 0F: 3 clusters Score -6797306 nChanged 27220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -6812363.000000 Penalty: 5445.711914
	Iteration 1F: 3 clusters Score -6812363 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -6812957.000000 Penalty: 5445.711914
	Iteration 2Q: 3 clusters Score -6812957 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -6813913.000000 Penalty: 5445.711914
	Iteration 3Q: 3 clusters Score -6813913 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -6815230.500000 Penalty: 5445.711914
	Iteration 4Q: 3 clusters Score -6815230 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -6817505.500000 Penalty: 5445.711914
	Iteration 5F: 3 clusters Score -6817506 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -6820993.000000 Penalty: 5445.711914
	Iteration 6F: 3 clusters Score -6820993 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -6825337.500000 Penalty: 5445.711914
	Iteration 7F: 3 clusters Score -6825338 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -6829327.500000 Penalty: 5445.711914
	Iteration 8F: 3 clusters Score -6829328 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -6831927.000000 Penalty: 5445.711914
	Iteration 9Q: 3 clusters Score -6831927 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -6833213.500000 Penalty: 5445.711914
	Iteration 10Q: 3 clusters Score -6833214 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -6833724.500000 Penalty: 5445.711914
	Iteration 11Q: 3 clusters Score -6833724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -6833977.000000 Penalty: 5445.711914
	Iteration 12Q: 3 clusters Score -6833977 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -6834080.500000 Penalty: 5445.711914
	Iteration 13Q: 3 clusters Score -6834080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -6834127.500000 Penalty: 5445.711914
	Iteration 14Q: 3 clusters Score -6834128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -6834147.000000 Penalty: 5445.711914
	Iteration 15Q: 3 clusters Score -6834147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -6834158.500000 Penalty: 5445.711914
	Iteration 16Q: 3 clusters Score -6834158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -6834155.500000 Penalty: 5445.711914
	Iteration 17Q: 3 clusters Score -6834156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -6834160.000000 Penalty: 5445.711914
	Iteration 18Q: 3 clusters Score -6834160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -6834164.000000 Penalty: 5445.711914
	Iteration 19Q: 3 clusters Score -6834164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -6834179.500000 Penalty: 5445.711914
	Iteration 20F: 3 clusters Score -6834180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -6834184.000000 Penalty: 5445.711914
	Iteration 21Q: 3 clusters Score -6834184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -6834188.500000 Penalty: 5445.711914
	Iteration 22Q: 3 clusters Score -6834188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -6834192.500000 Penalty: 5445.711914
	Iteration 23Q: 3 clusters Score -6834192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -6834188.500000 Penalty: 5445.711914
	Iteration 24Q: 3 clusters Score -6834188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -6834188.500000 Penalty: 5445.711914
	Iteration 25F: 3 clusters Score -6834188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -651788.000000 Penalty: 2154.527344
	Iteration 0F: 2 clusters Score -651788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -646672.562500 Penalty: 4309.054688
	Iteration 0F: 3 clusters Score -646672.6 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -648097.187500 Penalty: 4309.054688
	Iteration 1F: 3 clusters Score -648097.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -648405.687500 Penalty: 4309.054688
	Iteration 2F: 3 clusters Score -648405.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -648621.375000 Penalty: 4309.054688
	Iteration 3F: 3 clusters Score -648621.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -648791.250000 Penalty: 4309.054688
	Iteration 4Q: 3 clusters Score -648791.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -648927.500000 Penalty: 4309.054688
	Iteration 5Q: 3 clusters Score -648927.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -649054.875000 Penalty: 4309.054688
	Iteration 6Q: 3 clusters Score -649054.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -649174.562500 Penalty: 4309.054688
	Iteration 7Q: 3 clusters Score -649174.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -649286.812500 Penalty: 4309.054688
	Iteration 8Q: 3 clusters Score -649286.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -649395.687500 Penalty: 4309.054688
	Iteration 9Q: 3 clusters Score -649395.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -649488.000000 Penalty: 4309.054688
	Iteration 10Q: 3 clusters Score -649488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -649569.375000 Penalty: 4309.054688
	Iteration 11Q: 3 clusters Score -649569.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -649644.500000 Penalty: 4309.054688
	Iteration 12Q: 3 clusters Score -649644.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -649705.687500 Penalty: 4309.054688
	Iteration 13Q: 3 clusters Score -649705.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -649750.000000 Penalty: 4309.054688
	Iteration 14Q: 3 clusters Score -649750 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -649782.437500 Penalty: 4309.054688
	Iteration 15Q: 3 clusters Score -649782.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -649811.625000 Penalty: 4309.054688
	Iteration 16Q: 3 clusters Score -649811.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -649838.687500 Penalty: 4309.054688
	Iteration 17Q: 3 clusters Score -649838.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -649853.187500 Penalty: 4309.054688
	Iteration 18Q: 3 clusters Score -649853.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -649867.312500 Penalty: 4309.054688
	Iteration 19Q: 3 clusters Score -649867.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -649880.375000 Penalty: 4309.054688
	Iteration 20F: 3 clusters Score -649880.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -649895.062500 Penalty: 4309.054688
	Iteration 21Q: 3 clusters Score -649895.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -649917.437500 Penalty: 4309.054688
	Iteration 22Q: 3 clusters Score -649917.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -649939.625000 Penalty: 4309.054688
	Iteration 23Q: 3 clusters Score -649939.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -649955.000000 Penalty: 4309.054688
	Iteration 24Q: 3 clusters Score -649955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -649971.875000 Penalty: 4309.054688
	Iteration 25Q: 3 clusters Score -649971.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -649990.000000 Penalty: 4309.054688
	Iteration 26Q: 3 clusters Score -649990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -650004.062500 Penalty: 4309.054688
	Iteration 27Q: 3 clusters Score -650004.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -650014.250000 Penalty: 4309.054688
	Iteration 28Q: 3 clusters Score -650014.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -650021.437500 Penalty: 4309.054688
	Iteration 29Q: 3 clusters Score -650021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -650028.250000 Penalty: 4309.054688
	Iteration 30Q: 3 clusters Score -650028.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -650034.437500 Penalty: 4309.054688
	Iteration 31Q: 3 clusters Score -650034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -650038.000000 Penalty: 4309.054688
	Iteration 32Q: 3 clusters Score -650038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -650038.875000 Penalty: 4309.054688
	Iteration 33Q: 3 clusters Score -650038.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -650041.500000 Penalty: 4309.054688
	Iteration 34Q: 3 clusters Score -650041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -650044.812500 Penalty: 4309.054688
	Iteration 35Q: 3 clusters Score -650044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -650044.875000 Penalty: 4309.054688
	Iteration 36Q: 3 clusters Score -650044.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -650048.062500 Penalty: 4309.054688
	Iteration 37Q: 3 clusters Score -650048.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -650048.562500 Penalty: 4309.054688
	Iteration 38Q: 3 clusters Score -650048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -650051.937500 Penalty: 4309.054688
	Iteration 39Q: 3 clusters Score -650051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -650053.375000 Penalty: 4309.054688
	Iteration 40F: 3 clusters Score -650053.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Entering Unmasked Estep 
Score: -743740.562500 Penalty: 2192.966064
	Iteration 0F: 2 clusters Score -743740.6 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 3456 members 
Entering Unmasked Estep 
Score: -738042.500000 Penalty: 4385.932129
	Iteration 0F: 3 clusters Score -738042.5 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -739793.187500 Penalty: 4385.932129
	Iteration 1F: 3 clusters Score -739793.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -740328.750000 Penalty: 4385.932129
	Iteration 2F: 3 clusters Score -740328.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -740862.625000 Penalty: 4385.932129
	Iteration 3F: 3 clusters Score -740862.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -741311.937500 Penalty: 4385.932129
	Iteration 4F: 3 clusters Score -741311.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -741650.875000 Penalty: 4385.932129
	Iteration 5F: 3 clusters Score -741650.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -741889.750000 Penalty: 4385.932129
	Iteration 6Q: 3 clusters Score -741889.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -742056.250000 Penalty: 4385.932129
	Iteration 7Q: 3 clusters Score -742056.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -742190.375000 Penalty: 4385.932129
	Iteration 8Q: 3 clusters Score -742190.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -742290.375000 Penalty: 4385.932129
	Iteration 9Q: 3 clusters Score -742290.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -742378.000000 Penalty: 4385.932129
	Iteration 10Q: 3 clusters Score -742378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -742465.687500 Penalty: 4385.932129
	Iteration 11Q: 3 clusters Score -742465.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -742525.437500 Penalty: 4385.932129
	Iteration 12Q: 3 clusters Score -742525.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -742566.437500 Penalty: 4385.932129
	Iteration 13Q: 3 clusters Score -742566.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -742608.750000 Penalty: 4385.932129
	Iteration 14Q: 3 clusters Score -742608.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -742647.000000 Penalty: 4385.932129
	Iteration 15Q: 3 clusters Score -742647 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -742678.500000 Penalty: 4385.932129
	Iteration 16Q: 3 clusters Score -742678.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -742695.062500 Penalty: 4385.932129
	Iteration 17Q: 3 clusters Score -742695.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -742712.562500 Penalty: 4385.932129
	Iteration 18Q: 3 clusters Score -742712.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -742726.500000 Penalty: 4385.932129
	Iteration 19Q: 3 clusters Score -742726.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -742743.312500 Penalty: 4385.932129
	Iteration 20F: 3 clusters Score -742743.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -742750.687500 Penalty: 4385.932129
	Iteration 21Q: 3 clusters Score -742750.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -742759.000000 Penalty: 4385.932129
	Iteration 22Q: 3 clusters Score -742759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -742768.187500 Penalty: 4385.932129
	Iteration 23Q: 3 clusters Score -742768.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -742780.812500 Penalty: 4385.932129
	Iteration 24Q: 3 clusters Score -742780.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -742789.000000 Penalty: 4385.932129
	Iteration 25Q: 3 clusters Score -742789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -742800.812500 Penalty: 4385.932129
	Iteration 26Q: 3 clusters Score -742800.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -742808.375000 Penalty: 4385.932129
	Iteration 27Q: 3 clusters Score -742808.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -742820.375000 Penalty: 4385.932129
	Iteration 28Q: 3 clusters Score -742820.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -742827.250000 Penalty: 4385.932129
	Iteration 29Q: 3 clusters Score -742827.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -742834.125000 Penalty: 4385.932129
	Iteration 30Q: 3 clusters Score -742834.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -742834.250000 Penalty: 4385.932129
	Iteration 31Q: 3 clusters Score -742834.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -742841.875000 Penalty: 4385.932129
	Iteration 32Q: 3 clusters Score -742841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -742846.000000 Penalty: 4385.932129
	Iteration 33Q: 3 clusters Score -742846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -742851.562500 Penalty: 4385.932129
	Iteration 34Q: 3 clusters Score -742851.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -742857.437500 Penalty: 4385.932129
	Iteration 35Q: 3 clusters Score -742857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -742858.312500 Penalty: 4385.932129
	Iteration 36Q: 3 clusters Score -742858.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -742861.875000 Penalty: 4385.932129
	Iteration 37Q: 3 clusters Score -742861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -742863.062500 Penalty: 4385.932129
	Iteration 38Q: 3 clusters Score -742863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -742865.187500 Penalty: 4385.932129
	Iteration 39Q: 3 clusters Score -742865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -742868.437500 Penalty: 4385.932129
	Iteration 40F: 3 clusters Score -742868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -742870.625000 Penalty: 4385.932129
	Iteration 41Q: 3 clusters Score -742870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -742872.562500 Penalty: 4385.932129
	Iteration 42Q: 3 clusters Score -742872.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -742874.125000 Penalty: 4385.932129
	Iteration 43Q: 3 clusters Score -742874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -742879.562500 Penalty: 4385.932129
	Iteration 44Q: 3 clusters Score -742879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -742880.375000 Penalty: 4385.932129
	Iteration 45Q: 3 clusters Score -742880.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -742884.687500 Penalty: 4385.932129
	Iteration 46Q: 3 clusters Score -742884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -742886.250000 Penalty: 4385.932129
	Iteration 47Q: 3 clusters Score -742886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -742892.812500 Penalty: 4385.932129
	Iteration 48Q: 3 clusters Score -742892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -742894.937500 Penalty: 4385.932129
	Iteration 49Q: 3 clusters Score -742894.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -742905.187500 Penalty: 4385.932129
	Iteration 50Q: 3 clusters Score -742905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -742922.562500 Penalty: 4385.932129
	Iteration 51Q: 3 clusters Score -742922.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -742949.687500 Penalty: 4385.932129
	Iteration 52Q: 3 clusters Score -742949.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -742991.125000 Penalty: 4385.932129
	Iteration 53Q: 3 clusters Score -742991.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -743017.125000 Penalty: 4385.932129
	Iteration 54Q: 3 clusters Score -743017.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -743033.812500 Penalty: 4385.932129
	Iteration 55Q: 3 clusters Score -743033.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -743054.500000 Penalty: 4385.932129
	Iteration 56Q: 3 clusters Score -743054.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -743065.000000 Penalty: 4385.932129
	Iteration 57Q: 3 clusters Score -743065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -743077.625000 Penalty: 4385.932129
	Iteration 58Q: 3 clusters Score -743077.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -743089.125000 Penalty: 4385.932129
	Iteration 59Q: 3 clusters Score -743089.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -743098.687500 Penalty: 4385.932129
	Iteration 60F: 3 clusters Score -743098.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -743110.812500 Penalty: 4385.932129
	Iteration 61Q: 3 clusters Score -743110.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -743124.187500 Penalty: 4385.932129
	Iteration 62Q: 3 clusters Score -743124.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -743136.187500 Penalty: 4385.932129
	Iteration 63Q: 3 clusters Score -743136.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -743147.875000 Penalty: 4385.932129
	Iteration 64Q: 3 clusters Score -743147.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -743155.437500 Penalty: 4385.932129
	Iteration 65Q: 3 clusters Score -743155.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -743160.312500 Penalty: 4385.932129
	Iteration 66Q: 3 clusters Score -743160.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -743163.812500 Penalty: 4385.932129
	Iteration 67Q: 3 clusters Score -743163.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -743169.625000 Penalty: 4385.932129
	Iteration 68Q: 3 clusters Score -743169.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -743178.687500 Penalty: 4385.932129
	Iteration 69Q: 3 clusters Score -743178.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -743184.437500 Penalty: 4385.932129
	Iteration 70Q: 3 clusters Score -743184.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -743189.125000 Penalty: 4385.932129
	Iteration 71Q: 3 clusters Score -743189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -743190.875000 Penalty: 4385.932129
	Iteration 72Q: 3 clusters Score -743190.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -743195.625000 Penalty: 4385.932129
	Iteration 73Q: 3 clusters Score -743195.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -743199.750000 Penalty: 4385.932129
	Iteration 74Q: 3 clusters Score -743199.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -743199.312500 Penalty: 4385.932129
	Iteration 75Q: 3 clusters Score -743199.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -743205.875000 Penalty: 4385.932129
	Iteration 76Q: 3 clusters Score -743205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -743211.312500 Penalty: 4385.932129
	Iteration 77Q: 3 clusters Score -743211.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -743216.312500 Penalty: 4385.932129
	Iteration 78Q: 3 clusters Score -743216.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -743223.687500 Penalty: 4385.932129
	Iteration 79Q: 3 clusters Score -743223.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -743229.812500 Penalty: 4385.932129
	Iteration 80F: 3 clusters Score -743229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -743234.375000 Penalty: 4385.932129
	Iteration 81Q: 3 clusters Score -743234.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -743239.750000 Penalty: 4385.932129
	Iteration 82Q: 3 clusters Score -743239.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -743248.625000 Penalty: 4385.932129
	Iteration 83Q: 3 clusters Score -743248.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -743259.250000 Penalty: 4385.932129
	Iteration 84Q: 3 clusters Score -743259.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -743265.250000 Penalty: 4385.932129
	Iteration 85Q: 3 clusters Score -743265.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -743275.937500 Penalty: 4385.932129
	Iteration 86Q: 3 clusters Score -743275.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -743292.937500 Penalty: 4385.932129
	Iteration 87Q: 3 clusters Score -743292.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -743306.750000 Penalty: 4385.932129
	Iteration 88Q: 3 clusters Score -743306.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -743316.812500 Penalty: 4385.932129
	Iteration 89Q: 3 clusters Score -743316.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -743324.500000 Penalty: 4385.932129
	Iteration 90Q: 3 clusters Score -743324.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -743331.875000 Penalty: 4385.932129
	Iteration 91Q: 3 clusters Score -743331.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -743338.437500 Penalty: 4385.932129
	Iteration 92Q: 3 clusters Score -743338.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -743348.437500 Penalty: 4385.932129
	Iteration 93Q: 3 clusters Score -743348.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -743357.812500 Penalty: 4385.932129
	Iteration 94Q: 3 clusters Score -743357.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -743367.437500 Penalty: 4385.932129
	Iteration 95Q: 3 clusters Score -743367.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -743379.937500 Penalty: 4385.932129
	Iteration 96Q: 3 clusters Score -743379.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -743393.062500 Penalty: 4385.932129
	Iteration 97Q: 3 clusters Score -743393.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -743399.250000 Penalty: 4385.932129
	Iteration 98Q: 3 clusters Score -743399.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -743406.187500 Penalty: 4385.932129
	Iteration 99Q: 3 clusters Score -743406.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -743409.500000 Penalty: 4385.932129
	Iteration 100F: 3 clusters Score -743409.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -743415.187500 Penalty: 4385.932129
	Iteration 101Q: 3 clusters Score -743415.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -743420.750000 Penalty: 4385.932129
	Iteration 102Q: 3 clusters Score -743420.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -743424.187500 Penalty: 4385.932129
	Iteration 103Q: 3 clusters Score -743424.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -743429.687500 Penalty: 4385.932129
	Iteration 104Q: 3 clusters Score -743429.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -743429.437500 Penalty: 4385.932129
	Iteration 105Q: 3 clusters Score -743429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -743431.125000 Penalty: 4385.932129
	Iteration 106Q: 3 clusters Score -743431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -743433.500000 Penalty: 4385.932129
	Iteration 107Q: 3 clusters Score -743433.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -743433.125000 Penalty: 4385.932129
	Iteration 108Q: 3 clusters Score -743433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -743435.437500 Penalty: 4385.932129
	Iteration 109Q: 3 clusters Score -743435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -743437.312500 Penalty: 4385.932129
	Iteration 110Q: 3 clusters Score -743437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -743439.437500 Penalty: 4385.932129
	Iteration 111Q: 3 clusters Score -743439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -743440.062500 Penalty: 4385.932129
	Iteration 112Q: 3 clusters Score -743440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -743440.687500 Penalty: 4385.932129
	Iteration 113Q: 3 clusters Score -743440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -743443.250000 Penalty: 4385.932129
	Iteration 114Q: 3 clusters Score -743443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -743443.062500 Penalty: 4385.932129
	Iteration 115Q: 3 clusters Score -743443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -743443.625000 Penalty: 4385.932129
	Iteration 116Q: 3 clusters Score -743443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -743444.250000 Penalty: 4385.932129
	Iteration 117Q: 3 clusters Score -743444.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -743447.125000 Penalty: 4385.932129
	Iteration 118Q: 3 clusters Score -743447.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -743447.250000 Penalty: 4385.932129
	Iteration 119Q: 3 clusters Score -743447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -743447.062500 Penalty: 4385.932129
	Iteration 120F: 3 clusters Score -743447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -743447.500000 Penalty: 4385.932129
	Iteration 121Q: 3 clusters Score -743447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -743447.312500 Penalty: 4385.932129
	Iteration 122Q: 3 clusters Score -743447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -743447.125000 Penalty: 4385.932129
	Iteration 123Q: 3 clusters Score -743447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -743449.000000 Penalty: 4385.932129
	Iteration 124Q: 3 clusters Score -743449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -743449.562500 Penalty: 4385.932129
	Iteration 125Q: 3 clusters Score -743449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -743450.250000 Penalty: 4385.932129
	Iteration 126Q: 3 clusters Score -743450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -743450.250000 Penalty: 4385.932129
	Iteration 127F: 3 clusters Score -743450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Entering Unmasked Estep 
Score: -1377950.125000 Penalty: 2330.329102
	Iteration 0F: 2 clusters Score -1377950 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 5977 members 
Entering Unmasked Estep 
Score: -1368934.125000 Penalty: 4660.658203
	Iteration 0F: 3 clusters Score -1368934 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1371626.375000 Penalty: 4660.658203
	Iteration 1F: 3 clusters Score -1371626 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1371983.375000 Penalty: 4660.658203
	Iteration 2F: 3 clusters Score -1371983 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1372303.625000 Penalty: 4660.658203
	Iteration 3F: 3 clusters Score -1372304 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1372695.625000 Penalty: 4660.658203
	Iteration 4Q: 3 clusters Score -1372696 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1373176.500000 Penalty: 4660.658203
	Iteration 5F: 3 clusters Score -1373176 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1373718.250000 Penalty: 4660.658203
	Iteration 6F: 3 clusters Score -1373718 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1374305.625000 Penalty: 4660.658203
	Iteration 7F: 3 clusters Score -1374306 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1374835.250000 Penalty: 4660.658203
	Iteration 8F: 3 clusters Score -1374835 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1375290.375000 Penalty: 4660.658203
	Iteration 9F: 3 clusters Score -1375290 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1375595.875000 Penalty: 4660.658203
	Iteration 10Q: 3 clusters Score -1375596 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1375815.250000 Penalty: 4660.658203
	Iteration 11Q: 3 clusters Score -1375815 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1375984.000000 Penalty: 4660.658203
	Iteration 12Q: 3 clusters Score -1375984 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1376098.375000 Penalty: 4660.658203
	Iteration 13Q: 3 clusters Score -1376098 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1376194.000000 Penalty: 4660.658203
	Iteration 14Q: 3 clusters Score -1376194 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1376248.000000 Penalty: 4660.658203
	Iteration 15Q: 3 clusters Score -1376248 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1376291.250000 Penalty: 4660.658203
	Iteration 16Q: 3 clusters Score -1376291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1376320.375000 Penalty: 4660.658203
	Iteration 17Q: 3 clusters Score -1376320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1376350.000000 Penalty: 4660.658203
	Iteration 18Q: 3 clusters Score -1376350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1376381.000000 Penalty: 4660.658203
	Iteration 19Q: 3 clusters Score -1376381 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1376404.250000 Penalty: 4660.658203
	Iteration 20F: 3 clusters Score -1376404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1376428.500000 Penalty: 4660.658203
	Iteration 21Q: 3 clusters Score -1376428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1376447.875000 Penalty: 4660.658203
	Iteration 22Q: 3 clusters Score -1376448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1376464.500000 Penalty: 4660.658203
	Iteration 23Q: 3 clusters Score -1376464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1376477.125000 Penalty: 4660.658203
	Iteration 24Q: 3 clusters Score -1376477 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1376489.750000 Penalty: 4660.658203
	Iteration 25Q: 3 clusters Score -1376490 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1376508.375000 Penalty: 4660.658203
	Iteration 26Q: 3 clusters Score -1376508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1376523.875000 Penalty: 4660.658203
	Iteration 27Q: 3 clusters Score -1376524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1376539.250000 Penalty: 4660.658203
	Iteration 28Q: 3 clusters Score -1376539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1376562.750000 Penalty: 4660.658203
	Iteration 29Q: 3 clusters Score -1376563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1376579.500000 Penalty: 4660.658203
	Iteration 30Q: 3 clusters Score -1376580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1376604.625000 Penalty: 4660.658203
	Iteration 31Q: 3 clusters Score -1376605 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1376623.000000 Penalty: 4660.658203
	Iteration 32Q: 3 clusters Score -1376623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1376647.375000 Penalty: 4660.658203
	Iteration 33Q: 3 clusters Score -1376647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1376672.625000 Penalty: 4660.658203
	Iteration 34Q: 3 clusters Score -1376673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1376715.875000 Penalty: 4660.658203
	Iteration 35Q: 3 clusters Score -1376716 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1376753.375000 Penalty: 4660.658203
	Iteration 36Q: 3 clusters Score -1376753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1376778.000000 Penalty: 4660.658203
	Iteration 37Q: 3 clusters Score -1376778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1376797.500000 Penalty: 4660.658203
	Iteration 38Q: 3 clusters Score -1376798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1376809.875000 Penalty: 4660.658203
	Iteration 39Q: 3 clusters Score -1376810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1376833.125000 Penalty: 4660.658203
	Iteration 40F: 3 clusters Score -1376833 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1376851.000000 Penalty: 4660.658203
	Iteration 41Q: 3 clusters Score -1376851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1376864.500000 Penalty: 4660.658203
	Iteration 42Q: 3 clusters Score -1376864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1376875.750000 Penalty: 4660.658203
	Iteration 43Q: 3 clusters Score -1376876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1376880.375000 Penalty: 4660.658203
	Iteration 44Q: 3 clusters Score -1376880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1376881.500000 Penalty: 4660.658203
	Iteration 45Q: 3 clusters Score -1376882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1376883.625000 Penalty: 4660.658203
	Iteration 46Q: 3 clusters Score -1376884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1376884.625000 Penalty: 4660.658203
	Iteration 47Q: 3 clusters Score -1376885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1376882.625000 Penalty: 4660.658203
	Iteration 48Q: 3 clusters Score -1376883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1376884.875000 Penalty: 4660.658203
	Iteration 49Q: 3 clusters Score -1376885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1376886.375000 Penalty: 4660.658203
	Iteration 50Q: 3 clusters Score -1376886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1376888.250000 Penalty: 4660.658203
	Iteration 51Q: 3 clusters Score -1376888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1376894.625000 Penalty: 4660.658203
	Iteration 52Q: 3 clusters Score -1376895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1376891.500000 Penalty: 4660.658203
	Iteration 53Q: 3 clusters Score -1376892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1376896.375000 Penalty: 4660.658203
	Iteration 54Q: 3 clusters Score -1376896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1376894.875000 Penalty: 4660.658203
	Iteration 55Q: 3 clusters Score -1376895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1376896.750000 Penalty: 4660.658203
	Iteration 56Q: 3 clusters Score -1376897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1376896.375000 Penalty: 4660.658203
	Iteration 57Q: 3 clusters Score -1376896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1376896.500000 Penalty: 4660.658203
	Iteration 58Q: 3 clusters Score -1376896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1376898.750000 Penalty: 4660.658203
	Iteration 59Q: 3 clusters Score -1376899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1376900.125000 Penalty: 4660.658203
	Iteration 60F: 3 clusters Score -1376900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1376902.250000 Penalty: 4660.658203
	Iteration 61Q: 3 clusters Score -1376902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1376902.250000 Penalty: 4660.658203
	Iteration 62F: 3 clusters Score -1376902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Entering Unmasked Estep 
Score: -3356983.750000 Penalty: 2542.599609
	Iteration 0F: 2 clusters Score -3356984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3337463.500000 Penalty: 5085.199219
	Iteration 0F: 3 clusters Score -3337464 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3344406.250000 Penalty: 5085.199219
	Iteration 1F: 3 clusters Score -3344406 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3344811.500000 Penalty: 5085.199219
	Iteration 2Q: 3 clusters Score -3344812 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3345165.250000 Penalty: 5085.199219
	Iteration 3Q: 3 clusters Score -3345165 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3345517.750000 Penalty: 5085.199219
	Iteration 4Q: 3 clusters Score -3345518 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3345950.250000 Penalty: 5085.199219
	Iteration 5Q: 3 clusters Score -3345950 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3346523.500000 Penalty: 5085.199219
	Iteration 6Q: 3 clusters Score -3346524 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3347287.500000 Penalty: 5085.199219
	Iteration 7F: 3 clusters Score -3347288 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3348317.000000 Penalty: 5085.199219
	Iteration 8F: 3 clusters Score -3348317 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3349634.000000 Penalty: 5085.199219
	Iteration 9F: 3 clusters Score -3349634 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -3351035.000000 Penalty: 5085.199219
	Iteration 10F: 3 clusters Score -3351035 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3352069.000000 Penalty: 5085.199219
	Iteration 11Q: 3 clusters Score -3352069 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3352802.000000 Penalty: 5085.199219
	Iteration 12Q: 3 clusters Score -3352802 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3353329.250000 Penalty: 5085.199219
	Iteration 13Q: 3 clusters Score -3353329 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3353723.250000 Penalty: 5085.199219
	Iteration 14Q: 3 clusters Score -3353723 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3354024.000000 Penalty: 5085.199219
	Iteration 15Q: 3 clusters Score -3354024 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3354251.250000 Penalty: 5085.199219
	Iteration 16Q: 3 clusters Score -3354251 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3354406.500000 Penalty: 5085.199219
	Iteration 17Q: 3 clusters Score -3354406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3354467.750000 Penalty: 5085.199219
	Iteration 18Q: 3 clusters Score -3354468 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3354530.250000 Penalty: 5085.199219
	Iteration 19Q: 3 clusters Score -3354530 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3354583.250000 Penalty: 5085.199219
	Iteration 20F: 3 clusters Score -3354583 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3354632.000000 Penalty: 5085.199219
	Iteration 21Q: 3 clusters Score -3354632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3354666.250000 Penalty: 5085.199219
	Iteration 22Q: 3 clusters Score -3354666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3354708.750000 Penalty: 5085.199219
	Iteration 23Q: 3 clusters Score -3354709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3354729.750000 Penalty: 5085.199219
	Iteration 24Q: 3 clusters Score -3354730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3354756.250000 Penalty: 5085.199219
	Iteration 25Q: 3 clusters Score -3354756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3354787.750000 Penalty: 5085.199219
	Iteration 26Q: 3 clusters Score -3354788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3354813.750000 Penalty: 5085.199219
	Iteration 27Q: 3 clusters Score -3354814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3354848.500000 Penalty: 5085.199219
	Iteration 28Q: 3 clusters Score -3354848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3354885.750000 Penalty: 5085.199219
	Iteration 29Q: 3 clusters Score -3354886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -3354924.750000 Penalty: 5085.199219
	Iteration 30Q: 3 clusters Score -3354925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3354961.500000 Penalty: 5085.199219
	Iteration 31Q: 3 clusters Score -3354962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3354986.750000 Penalty: 5085.199219
	Iteration 32Q: 3 clusters Score -3354987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3355024.500000 Penalty: 5085.199219
	Iteration 33Q: 3 clusters Score -3355024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3355058.250000 Penalty: 5085.199219
	Iteration 34Q: 3 clusters Score -3355058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -3355082.000000 Penalty: 5085.199219
	Iteration 35Q: 3 clusters Score -3355082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3355121.250000 Penalty: 5085.199219
	Iteration 36Q: 3 clusters Score -3355121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -3355133.250000 Penalty: 5085.199219
	Iteration 37Q: 3 clusters Score -3355133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3355155.500000 Penalty: 5085.199219
	Iteration 38Q: 3 clusters Score -3355156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3355162.000000 Penalty: 5085.199219
	Iteration 39Q: 3 clusters Score -3355162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3355171.750000 Penalty: 5085.199219
	Iteration 40F: 3 clusters Score -3355172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3355184.500000 Penalty: 5085.199219
	Iteration 41Q: 3 clusters Score -3355184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3355188.500000 Penalty: 5085.199219
	Iteration 42Q: 3 clusters Score -3355188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3355198.250000 Penalty: 5085.199219
	Iteration 43Q: 3 clusters Score -3355198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -3355205.500000 Penalty: 5085.199219
	Iteration 44Q: 3 clusters Score -3355206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3355210.500000 Penalty: 5085.199219
	Iteration 45Q: 3 clusters Score -3355210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3355218.000000 Penalty: 5085.199219
	Iteration 46Q: 3 clusters Score -3355218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3355225.000000 Penalty: 5085.199219
	Iteration 47Q: 3 clusters Score -3355225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3355222.750000 Penalty: 5085.199219
	Iteration 48Q: 3 clusters Score -3355223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3355223.500000 Penalty: 5085.199219
	Iteration 49Q: 3 clusters Score -3355224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3355221.000000 Penalty: 5085.199219
	Iteration 50Q: 3 clusters Score -3355221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3355223.000000 Penalty: 5085.199219
	Iteration 51Q: 3 clusters Score -3355223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3355227.000000 Penalty: 5085.199219
	Iteration 52Q: 3 clusters Score -3355227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3355230.250000 Penalty: 5085.199219
	Iteration 53Q: 3 clusters Score -3355230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3355231.000000 Penalty: 5085.199219
	Iteration 54Q: 3 clusters Score -3355231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3355233.250000 Penalty: 5085.199219
	Iteration 55Q: 3 clusters Score -3355233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3355233.250000 Penalty: 5085.199219
	Iteration 56Q: 3 clusters Score -3355233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3355233.250000 Penalty: 5085.199219
	Iteration 57Q: 3 clusters Score -3355233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3355234.500000 Penalty: 5085.199219
	Iteration 58Q: 3 clusters Score -3355234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3355233.000000 Penalty: 5085.199219
	Iteration 59Q: 3 clusters Score -3355233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3355233.500000 Penalty: 5085.199219
	Iteration 60F: 3 clusters Score -3355234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -3355237.750000 Penalty: 5085.199219
	Iteration 61Q: 3 clusters Score -3355238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3355237.750000 Penalty: 5085.199219
	Iteration 62Q: 3 clusters Score -3355238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3355237.750000 Penalty: 5085.199219
	Iteration 63F: 3 clusters Score -3355238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Entering Unmasked Estep 
Score: -2074362.500000 Penalty: 2430.389648
	Iteration 0F: 2 clusters Score -2074362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2061509.750000 Penalty: 4860.779297
	Iteration 0F: 3 clusters Score -2061510 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2065697.750000 Penalty: 4860.779297
	Iteration 1F: 3 clusters Score -2065698 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2066060.125000 Penalty: 4860.779297
	Iteration 2F: 3 clusters Score -2066060 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2066385.500000 Penalty: 4860.779297
	Iteration 3Q: 3 clusters Score -2066386 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2066743.500000 Penalty: 4860.779297
	Iteration 4Q: 3 clusters Score -2066744 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2067168.250000 Penalty: 4860.779297
	Iteration 5Q: 3 clusters Score -2067168 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2067700.750000 Penalty: 4860.779297
	Iteration 6Q: 3 clusters Score -2067701 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2068300.875000 Penalty: 4860.779297
	Iteration 7Q: 3 clusters Score -2068301 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2068962.500000 Penalty: 4860.779297
	Iteration 8Q: 3 clusters Score -2068962 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2069635.625000 Penalty: 4860.779297
	Iteration 9Q: 3 clusters Score -2069636 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2070274.625000 Penalty: 4860.779297
	Iteration 10Q: 3 clusters Score -2070275 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2070782.125000 Penalty: 4860.779297
	Iteration 11Q: 3 clusters Score -2070782 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2071223.750000 Penalty: 4860.779297
	Iteration 12Q: 3 clusters Score -2071224 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2071557.750000 Penalty: 4860.779297
	Iteration 13Q: 3 clusters Score -2071558 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2071772.375000 Penalty: 4860.779297
	Iteration 14Q: 3 clusters Score -2071772 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2071940.375000 Penalty: 4860.779297
	Iteration 15Q: 3 clusters Score -2071940 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2072042.750000 Penalty: 4860.779297
	Iteration 16Q: 3 clusters Score -2072043 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2072127.250000 Penalty: 4860.779297
	Iteration 17Q: 3 clusters Score -2072127 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2072173.250000 Penalty: 4860.779297
	Iteration 18Q: 3 clusters Score -2072173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2072203.875000 Penalty: 4860.779297
	Iteration 19Q: 3 clusters Score -2072204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2072221.125000 Penalty: 4860.779297
	Iteration 20F: 3 clusters Score -2072221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2072236.750000 Penalty: 4860.779297
	Iteration 21Q: 3 clusters Score -2072237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2072256.000000 Penalty: 4860.779297
	Iteration 22Q: 3 clusters Score -2072256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2072261.250000 Penalty: 4860.779297
	Iteration 23Q: 3 clusters Score -2072261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2072267.250000 Penalty: 4860.779297
	Iteration 24Q: 3 clusters Score -2072267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2072274.125000 Penalty: 4860.779297
	Iteration 25Q: 3 clusters Score -2072274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2072278.250000 Penalty: 4860.779297
	Iteration 26Q: 3 clusters Score -2072278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2072278.250000 Penalty: 4860.779297
	Iteration 27Q: 3 clusters Score -2072278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2072277.250000 Penalty: 4860.779297
	Iteration 28Q: 3 clusters Score -2072277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2072277.250000 Penalty: 4860.779297
	Iteration 29F: 3 clusters Score -2072277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Entering Unmasked Estep 
Score: -838451.500000 Penalty: 2215.712158
	Iteration 0F: 2 clusters Score -838451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -832298.062500 Penalty: 4431.424316
	Iteration 0F: 3 clusters Score -832298.1 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -834408.375000 Penalty: 4431.424316
	Iteration 1F: 3 clusters Score -834408.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -835270.875000 Penalty: 4431.424316
	Iteration 2F: 3 clusters Score -835270.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -836095.312500 Penalty: 4431.424316
	Iteration 3F: 3 clusters Score -836095.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -836620.687500 Penalty: 4431.424316
	Iteration 4F: 3 clusters Score -836620.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -836893.375000 Penalty: 4431.424316
	Iteration 5F: 3 clusters Score -836893.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -837012.937500 Penalty: 4431.424316
	Iteration 6Q: 3 clusters Score -837012.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -837078.500000 Penalty: 4431.424316
	Iteration 7Q: 3 clusters Score -837078.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -837115.625000 Penalty: 4431.424316
	Iteration 8Q: 3 clusters Score -837115.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -837138.562500 Penalty: 4431.424316
	Iteration 9Q: 3 clusters Score -837138.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -837152.250000 Penalty: 4431.424316
	Iteration 10Q: 3 clusters Score -837152.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -837167.625000 Penalty: 4431.424316
	Iteration 11Q: 3 clusters Score -837167.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -837185.062500 Penalty: 4431.424316
	Iteration 12Q: 3 clusters Score -837185.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -837196.937500 Penalty: 4431.424316
	Iteration 13Q: 3 clusters Score -837196.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -837208.500000 Penalty: 4431.424316
	Iteration 14Q: 3 clusters Score -837208.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -837221.437500 Penalty: 4431.424316
	Iteration 15Q: 3 clusters Score -837221.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -837229.375000 Penalty: 4431.424316
	Iteration 16Q: 3 clusters Score -837229.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -837235.562500 Penalty: 4431.424316
	Iteration 17Q: 3 clusters Score -837235.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -837240.812500 Penalty: 4431.424316
	Iteration 18Q: 3 clusters Score -837240.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -837248.937500 Penalty: 4431.424316
	Iteration 19Q: 3 clusters Score -837248.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -837254.437500 Penalty: 4431.424316
	Iteration 20F: 3 clusters Score -837254.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -837262.250000 Penalty: 4431.424316
	Iteration 21Q: 3 clusters Score -837262.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -837269.625000 Penalty: 4431.424316
	Iteration 22Q: 3 clusters Score -837269.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -837273.000000 Penalty: 4431.424316
	Iteration 23Q: 3 clusters Score -837273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -837276.437500 Penalty: 4431.424316
	Iteration 24Q: 3 clusters Score -837276.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -837280.812500 Penalty: 4431.424316
	Iteration 25Q: 3 clusters Score -837280.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -837283.062500 Penalty: 4431.424316
	Iteration 26Q: 3 clusters Score -837283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -837284.750000 Penalty: 4431.424316
	Iteration 27Q: 3 clusters Score -837284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -837285.875000 Penalty: 4431.424316
	Iteration 28Q: 3 clusters Score -837285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -837287.125000 Penalty: 4431.424316
	Iteration 29Q: 3 clusters Score -837287.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -837288.125000 Penalty: 4431.424316
	Iteration 30Q: 3 clusters Score -837288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -837288.375000 Penalty: 4431.424316
	Iteration 31Q: 3 clusters Score -837288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -837290.437500 Penalty: 4431.424316
	Iteration 32Q: 3 clusters Score -837290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -837290.000000 Penalty: 4431.424316
	Iteration 33Q: 3 clusters Score -837290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -837289.562500 Penalty: 4431.424316
	Iteration 34Q: 3 clusters Score -837289.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -837289.562500 Penalty: 4431.424316
	Iteration 35F: 3 clusters Score -837289.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (257448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257448 members 
Entering Unmasked Estep 
Score: -29949534.000000 Penalty: 3089.726074
	Iteration 0F: 2 clusters Score -2.994953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128650 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -29799172.000000 Penalty: 6179.452148
	Iteration 0F: 3 clusters Score -2.979917e+07 nChanged 124451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Mstep: Class 2 contains 128381 members 
Entering Unmasked Estep 
Score: -29873102.000000 Penalty: 6179.452148
	Iteration 1F: 3 clusters Score -2.98731e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 127703 members 
Entering Unmasked Estep 
Score: -29874864.000000 Penalty: 6179.452148
	Iteration 2Q: 3 clusters Score -2.987486e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130868 members 
Mstep: Class 2 contains 126580 members 
Entering Unmasked Estep 
Score: -29876630.000000 Penalty: 6179.452148
	Iteration 3Q: 3 clusters Score -2.987663e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132687 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -29879188.000000 Penalty: 6179.452148
	Iteration 4Q: 3 clusters Score -2.987919e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135452 members 
Mstep: Class 2 contains 121996 members 
Entering Unmasked Estep 
Score: -29882258.000000 Penalty: 6179.452148
	Iteration 5Q: 3 clusters Score -2.988226e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139440 members 
Mstep: Class 2 contains 118008 members 
Entering Unmasked Estep 
Score: -29886558.000000 Penalty: 6179.452148
	Iteration 6Q: 3 clusters Score -2.988656e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144829 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -29891448.000000 Penalty: 6179.452148
	Iteration 7Q: 3 clusters Score -2.989145e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 106047 members 
Entering Unmasked Estep 
Score: -29896012.000000 Penalty: 6179.452148
	Iteration 8F: 3 clusters Score -2.989601e+07 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158956 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -29900430.000000 Penalty: 6179.452148
	Iteration 9Q: 3 clusters Score -2.990043e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167511 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -29903486.000000 Penalty: 6179.452148
	Iteration 10Q: 3 clusters Score -2.990349e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176943 members 
Mstep: Class 2 contains 80505 members 
Entering Unmasked Estep 
Score: -29905810.000000 Penalty: 6179.452148
	Iteration 11Q: 3 clusters Score -2.990581e+07 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187289 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -29907858.000000 Penalty: 6179.452148
	Iteration 12Q: 3 clusters Score -2.990786e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198445 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -29910558.000000 Penalty: 6179.452148
	Iteration 13Q: 3 clusters Score -2.991056e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210356 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -29914654.000000 Penalty: 6179.452148
	Iteration 14Q: 3 clusters Score -2.991465e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222195 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -29920318.000000 Penalty: 6179.452148
	Iteration 15Q: 3 clusters Score -2.992032e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233219 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -29927362.000000 Penalty: 6179.452148
	Iteration 16Q: 3 clusters Score -2.992736e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242383 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -29934254.000000 Penalty: 6179.452148
	Iteration 17Q: 3 clusters Score -2.993425e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248914 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -29939530.000000 Penalty: 6179.452148
	Iteration 18Q: 3 clusters Score -2.993953e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252925 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -29942960.000000 Penalty: 6179.452148
	Iteration 19Q: 3 clusters Score -2.994296e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255065 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -29944810.000000 Penalty: 6179.452148
	Iteration 20F: 3 clusters Score -2.994481e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256063 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -29945878.000000 Penalty: 6179.452148
	Iteration 21Q: 3 clusters Score -2.994588e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256500 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -29946452.000000 Penalty: 6179.452148
	Iteration 22Q: 3 clusters Score -2.994645e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256673 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -29946640.000000 Penalty: 6179.452148
	Iteration 23Q: 3 clusters Score -2.994664e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256754 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -29946720.000000 Penalty: 6179.452148
	Iteration 24Q: 3 clusters Score -2.994672e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256803 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -29946746.000000 Penalty: 6179.452148
	Iteration 25Q: 3 clusters Score -2.994675e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256833 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -29946792.000000 Penalty: 6179.452148
	Iteration 26Q: 3 clusters Score -2.994679e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256845 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -29946828.000000 Penalty: 6179.452148
	Iteration 27Q: 3 clusters Score -2.994683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256855 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -29946848.000000 Penalty: 6179.452148
	Iteration 28Q: 3 clusters Score -2.994685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256861 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -29946866.000000 Penalty: 6179.452148
	Iteration 29Q: 3 clusters Score -2.994687e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256868 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -29946880.000000 Penalty: 6179.452148
	Iteration 30Q: 3 clusters Score -2.994688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256875 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -29946898.000000 Penalty: 6179.452148
	Iteration 31Q: 3 clusters Score -2.99469e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256878 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -29946892.000000 Penalty: 6179.452148
	Iteration 32Q: 3 clusters Score -2.994689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256889 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -29946906.000000 Penalty: 6179.452148
	Iteration 33Q: 3 clusters Score -2.994691e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256895 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -29946900.000000 Penalty: 6179.452148
	Iteration 34Q: 3 clusters Score -2.99469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256896 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -29946910.000000 Penalty: 6179.452148
	Iteration 35Q: 3 clusters Score -2.994691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256900 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -29946932.000000 Penalty: 6179.452148
	Iteration 36Q: 3 clusters Score -2.994693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256900 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -29946936.000000 Penalty: 6179.452148
	Iteration 37Q: 3 clusters Score -2.994694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256899 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -29946942.000000 Penalty: 6179.452148
	Iteration 38Q: 3 clusters Score -2.994694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256901 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -29946948.000000 Penalty: 6179.452148
	Iteration 39Q: 3 clusters Score -2.994695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256901 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -29946938.000000 Penalty: 6179.452148
	Iteration 40F: 3 clusters Score -2.994694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256899 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -29946944.000000 Penalty: 6179.452148
	Iteration 41Q: 3 clusters Score -2.994694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256901 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -29946950.000000 Penalty: 6179.452148
	Iteration 42Q: 3 clusters Score -2.994695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256900 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -29946964.000000 Penalty: 6179.452148
	Iteration 43Q: 3 clusters Score -2.994696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256900 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -29946964.000000 Penalty: 6179.452148
	Iteration 44F: 3 clusters Score -2.994696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (275722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275722 members 
Entering Unmasked Estep 
Score: -32122240.000000 Penalty: 3106.732666
	Iteration 0F: 2 clusters Score -3.212224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137852 members 
Mstep: Class 2 contains 137870 members 
Entering Unmasked Estep 
Score: -31958026.000000 Penalty: 6213.465332
	Iteration 0F: 3 clusters Score -3.195803e+07 nChanged 133338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136872 members 
Mstep: Class 2 contains 138850 members 
Entering Unmasked Estep 
Score: -32036704.000000 Penalty: 6213.465332
	Iteration 1F: 3 clusters Score -3.20367e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -32038068.000000 Penalty: 6213.465332
	Iteration 2Q: 3 clusters Score -3.203807e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 140724 members 
Entering Unmasked Estep 
Score: -32039808.000000 Penalty: 6213.465332
	Iteration 3Q: 3 clusters Score -3.203981e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 142486 members 
Entering Unmasked Estep 
Score: -32041944.000000 Penalty: 6213.465332
	Iteration 4Q: 3 clusters Score -3.204194e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130583 members 
Mstep: Class 2 contains 145139 members 
Entering Unmasked Estep 
Score: -32044834.000000 Penalty: 6213.465332
	Iteration 5Q: 3 clusters Score -3.204483e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126690 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -32048368.000000 Penalty: 6213.465332
	Iteration 6Q: 3 clusters Score -3.204837e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121283 members 
Mstep: Class 2 contains 154439 members 
Entering Unmasked Estep 
Score: -32053112.000000 Penalty: 6213.465332
	Iteration 7Q: 3 clusters Score -3.205311e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -32058784.000000 Penalty: 6213.465332
	Iteration 8Q: 3 clusters Score -3.205878e+07 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 170385 members 
Entering Unmasked Estep 
Score: -32066110.000000 Penalty: 6213.465332
	Iteration 9F: 3 clusters Score -3.206611e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 180018 members 
Entering Unmasked Estep 
Score: -32074310.000000 Penalty: 6213.465332
	Iteration 10F: 3 clusters Score -3.207431e+07 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 189610 members 
Entering Unmasked Estep 
Score: -32083474.000000 Penalty: 6213.465332
	Iteration 11F: 3 clusters Score -3.208347e+07 nChanged 13500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 197772 members 
Entering Unmasked Estep 
Score: -32090636.000000 Penalty: 6213.465332
	Iteration 12Q: 3 clusters Score -3.209064e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 204192 members 
Entering Unmasked Estep 
Score: -32095308.000000 Penalty: 6213.465332
	Iteration 13Q: 3 clusters Score -3.209531e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 209460 members 
Entering Unmasked Estep 
Score: -32097432.000000 Penalty: 6213.465332
	Iteration 14Q: 3 clusters Score -3.209743e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 214167 members 
Entering Unmasked Estep 
Score: -32098816.000000 Penalty: 6213.465332
	Iteration 15Q: 3 clusters Score -3.209882e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Mstep: Class 2 contains 218632 members 
Entering Unmasked Estep 
Score: -32099640.000000 Penalty: 6213.465332
	Iteration 16Q: 3 clusters Score -3.209964e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 222869 members 
Entering Unmasked Estep 
Score: -32100286.000000 Penalty: 6213.465332
	Iteration 17Q: 3 clusters Score -3.210029e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 226893 members 
Entering Unmasked Estep 
Score: -32100940.000000 Penalty: 6213.465332
	Iteration 18Q: 3 clusters Score -3.210094e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 230665 members 
Entering Unmasked Estep 
Score: -32101768.000000 Penalty: 6213.465332
	Iteration 19Q: 3 clusters Score -3.210177e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 234170 members 
Entering Unmasked Estep 
Score: -32102242.000000 Penalty: 6213.465332
	Iteration 20F: 3 clusters Score -3.210224e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 237462 members 
Entering Unmasked Estep 
Score: -32103038.000000 Penalty: 6213.465332
	Iteration 21Q: 3 clusters Score -3.210304e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 240546 members 
Entering Unmasked Estep 
Score: -32103328.000000 Penalty: 6213.465332
	Iteration 22Q: 3 clusters Score -3.210333e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 243430 members 
Entering Unmasked Estep 
Score: -32103930.000000 Penalty: 6213.465332
	Iteration 23Q: 3 clusters Score -3.210393e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 246142 members 
Entering Unmasked Estep 
Score: -32104586.000000 Penalty: 6213.465332
	Iteration 24Q: 3 clusters Score -3.210459e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 248726 members 
Entering Unmasked Estep 
Score: -32105258.000000 Penalty: 6213.465332
	Iteration 25Q: 3 clusters Score -3.210526e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 251189 members 
Entering Unmasked Estep 
Score: -32105840.000000 Penalty: 6213.465332
	Iteration 26Q: 3 clusters Score -3.210584e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 253489 members 
Entering Unmasked Estep 
Score: -32106854.000000 Penalty: 6213.465332
	Iteration 27Q: 3 clusters Score -3.210685e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 255772 members 
Entering Unmasked Estep 
Score: -32107854.000000 Penalty: 6213.465332
	Iteration 28Q: 3 clusters Score -3.210785e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 257992 members 
Entering Unmasked Estep 
Score: -32108770.000000 Penalty: 6213.465332
	Iteration 29Q: 3 clusters Score -3.210877e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 260153 members 
Entering Unmasked Estep 
Score: -32109584.000000 Penalty: 6213.465332
	Iteration 30Q: 3 clusters Score -3.210958e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 262176 members 
Entering Unmasked Estep 
Score: -32110520.000000 Penalty: 6213.465332
	Iteration 31Q: 3 clusters Score -3.211052e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 264028 members 
Entering Unmasked Estep 
Score: -32111404.000000 Penalty: 6213.465332
	Iteration 32Q: 3 clusters Score -3.21114e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 265769 members 
Entering Unmasked Estep 
Score: -32112252.000000 Penalty: 6213.465332
	Iteration 33Q: 3 clusters Score -3.211225e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 267315 members 
Entering Unmasked Estep 
Score: -32113126.000000 Penalty: 6213.465332
	Iteration 34Q: 3 clusters Score -3.211313e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 268704 members 
Entering Unmasked Estep 
Score: -32114130.000000 Penalty: 6213.465332
	Iteration 35Q: 3 clusters Score -3.211413e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 269905 members 
Entering Unmasked Estep 
Score: -32114900.000000 Penalty: 6213.465332
	Iteration 36Q: 3 clusters Score -3.21149e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 270967 members 
Entering Unmasked Estep 
Score: -32115750.000000 Penalty: 6213.465332
	Iteration 37Q: 3 clusters Score -3.211575e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 271866 members 
Entering Unmasked Estep 
Score: -32116546.000000 Penalty: 6213.465332
	Iteration 38Q: 3 clusters Score -3.211655e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 272568 members 
Entering Unmasked Estep 
Score: -32117184.000000 Penalty: 6213.465332
	Iteration 39Q: 3 clusters Score -3.211718e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 273115 members 
Entering Unmasked Estep 
Score: -32117672.000000 Penalty: 6213.465332
	Iteration 40F: 3 clusters Score -3.211767e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 273516 members 
Entering Unmasked Estep 
Score: -32118022.000000 Penalty: 6213.465332
	Iteration 41Q: 3 clusters Score -3.211802e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 273841 members 
Entering Unmasked Estep 
Score: -32118296.000000 Penalty: 6213.465332
	Iteration 42Q: 3 clusters Score -3.21183e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 274072 members 
Entering Unmasked Estep 
Score: -32118468.000000 Penalty: 6213.465332
	Iteration 43Q: 3 clusters Score -3.211847e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 274243 members 
Entering Unmasked Estep 
Score: -32118634.000000 Penalty: 6213.465332
	Iteration 44Q: 3 clusters Score -3.211863e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 274368 members 
Entering Unmasked Estep 
Score: -32118760.000000 Penalty: 6213.465332
	Iteration 45Q: 3 clusters Score -3.211876e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 274448 members 
Entering Unmasked Estep 
Score: -32118888.000000 Penalty: 6213.465332
	Iteration 46Q: 3 clusters Score -3.211889e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 274533 members 
Entering Unmasked Estep 
Score: -32118952.000000 Penalty: 6213.465332
	Iteration 47Q: 3 clusters Score -3.211895e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 274595 members 
Entering Unmasked Estep 
Score: -32118976.000000 Penalty: 6213.465332
	Iteration 48Q: 3 clusters Score -3.211898e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 274661 members 
Entering Unmasked Estep 
Score: -32119016.000000 Penalty: 6213.465332
	Iteration 49Q: 3 clusters Score -3.211902e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 274696 members 
Entering Unmasked Estep 
Score: -32119046.000000 Penalty: 6213.465332
	Iteration 50Q: 3 clusters Score -3.211905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 274716 members 
Entering Unmasked Estep 
Score: -32119078.000000 Penalty: 6213.465332
	Iteration 51Q: 3 clusters Score -3.211908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 274739 members 
Entering Unmasked Estep 
Score: -32119092.000000 Penalty: 6213.465332
	Iteration 52Q: 3 clusters Score -3.211909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 274760 members 
Entering Unmasked Estep 
Score: -32119118.000000 Penalty: 6213.465332
	Iteration 53Q: 3 clusters Score -3.211912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 274779 members 
Entering Unmasked Estep 
Score: -32119146.000000 Penalty: 6213.465332
	Iteration 54Q: 3 clusters Score -3.211915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 274789 members 
Entering Unmasked Estep 
Score: -32119164.000000 Penalty: 6213.465332
	Iteration 55Q: 3 clusters Score -3.211916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 274806 members 
Entering Unmasked Estep 
Score: -32119178.000000 Penalty: 6213.465332
	Iteration 56Q: 3 clusters Score -3.211918e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 274821 members 
Entering Unmasked Estep 
Score: -32119162.000000 Penalty: 6213.465332
	Iteration 57Q: 3 clusters Score -3.211916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 274842 members 
Entering Unmasked Estep 
Score: -32119192.000000 Penalty: 6213.465332
	Iteration 58Q: 3 clusters Score -3.211919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 274861 members 
Entering Unmasked Estep 
Score: -32119202.000000 Penalty: 6213.465332
	Iteration 59Q: 3 clusters Score -3.21192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 274873 members 
Entering Unmasked Estep 
Score: -32119232.000000 Penalty: 6213.465332
	Iteration 60F: 3 clusters Score -3.211923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 274882 members 
Entering Unmasked Estep 
Score: -32119224.000000 Penalty: 6213.465332
	Iteration 61Q: 3 clusters Score -3.211922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 274888 members 
Entering Unmasked Estep 
Score: -32119248.000000 Penalty: 6213.465332
	Iteration 62Q: 3 clusters Score -3.211925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 274893 members 
Entering Unmasked Estep 
Score: -32119266.000000 Penalty: 6213.465332
	Iteration 63Q: 3 clusters Score -3.211927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 274894 members 
Entering Unmasked Estep 
Score: -32119244.000000 Penalty: 6213.465332
	Iteration 64Q: 3 clusters Score -3.211924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 274897 members 
Entering Unmasked Estep 
Score: -32119244.000000 Penalty: 6213.465332
	Iteration 65Q: 3 clusters Score -3.211924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 274899 members 
Entering Unmasked Estep 
Score: -32119246.000000 Penalty: 6213.465332
	Iteration 66Q: 3 clusters Score -3.211925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 274904 members 
Entering Unmasked Estep 
Score: -32119272.000000 Penalty: 6213.465332
	Iteration 67Q: 3 clusters Score -3.211927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 274912 members 
Entering Unmasked Estep 
Score: -32119300.000000 Penalty: 6213.465332
	Iteration 68Q: 3 clusters Score -3.21193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 274916 members 
Entering Unmasked Estep 
Score: -32119286.000000 Penalty: 6213.465332
	Iteration 69Q: 3 clusters Score -3.211929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 274922 members 
Entering Unmasked Estep 
Score: -32119292.000000 Penalty: 6213.465332
	Iteration 70Q: 3 clusters Score -3.211929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 274925 members 
Entering Unmasked Estep 
Score: -32119290.000000 Penalty: 6213.465332
	Iteration 71Q: 3 clusters Score -3.211929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 274926 members 
Entering Unmasked Estep 
Score: -32119278.000000 Penalty: 6213.465332
	Iteration 72Q: 3 clusters Score -3.211928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 274928 members 
Entering Unmasked Estep 
Score: -32119284.000000 Penalty: 6213.465332
	Iteration 73Q: 3 clusters Score -3.211928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 274930 members 
Entering Unmasked Estep 
Score: -32119298.000000 Penalty: 6213.465332
	Iteration 74Q: 3 clusters Score -3.21193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 274932 members 
Entering Unmasked Estep 
Score: -32119308.000000 Penalty: 6213.465332
	Iteration 75Q: 3 clusters Score -3.211931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 274933 members 
Entering Unmasked Estep 
Score: -32119324.000000 Penalty: 6213.465332
	Iteration 76Q: 3 clusters Score -3.211932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 274934 members 
Entering Unmasked Estep 
Score: -32119312.000000 Penalty: 6213.465332
	Iteration 77Q: 3 clusters Score -3.211931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 274935 members 
Entering Unmasked Estep 
Score: -32119320.000000 Penalty: 6213.465332
	Iteration 78Q: 3 clusters Score -3.211932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 274935 members 
Entering Unmasked Estep 
Score: -32119320.000000 Penalty: 6213.465332
	Iteration 79F: 3 clusters Score -3.211932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188277 members 
Entering Unmasked Estep 
Score: -21932898.000000 Penalty: 3012.126221
	Iteration 0F: 2 clusters Score -2.19329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -21810808.000000 Penalty: 6024.252441
	Iteration 0F: 3 clusters Score -2.181081e+07 nChanged 90501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -21863958.000000 Penalty: 6024.252441
	Iteration 1F: 3 clusters Score -2.186396e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -21864984.000000 Penalty: 6024.252441
	Iteration 2Q: 3 clusters Score -2.186498e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -21866244.000000 Penalty: 6024.252441
	Iteration 3Q: 3 clusters Score -2.186624e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 104791 members 
Entering Unmasked Estep 
Score: -21868304.000000 Penalty: 6024.252441
	Iteration 4Q: 3 clusters Score -2.18683e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -21871904.000000 Penalty: 6024.252441
	Iteration 5Q: 3 clusters Score -2.18719e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 120481 members 
Entering Unmasked Estep 
Score: -21877960.000000 Penalty: 6024.252441
	Iteration 6F: 3 clusters Score -2.187796e+07 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 132583 members 
Entering Unmasked Estep 
Score: -21887108.000000 Penalty: 6024.252441
	Iteration 7F: 3 clusters Score -2.188711e+07 nChanged 14740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -21899092.000000 Penalty: 6024.252441
	Iteration 8F: 3 clusters Score -2.189909e+07 nChanged 13895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 159930 members 
Entering Unmasked Estep 
Score: -21910792.000000 Penalty: 6024.252441
	Iteration 9F: 3 clusters Score -2.191079e+07 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 170865 members 
Entering Unmasked Estep 
Score: -21919390.000000 Penalty: 6024.252441
	Iteration 10F: 3 clusters Score -2.191939e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 178345 members 
Entering Unmasked Estep 
Score: -21924762.000000 Penalty: 6024.252441
	Iteration 11Q: 3 clusters Score -2.192476e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 182596 members 
Entering Unmasked Estep 
Score: -21927670.000000 Penalty: 6024.252441
	Iteration 12Q: 3 clusters Score -2.192767e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 184686 members 
Entering Unmasked Estep 
Score: -21928882.000000 Penalty: 6024.252441
	Iteration 13Q: 3 clusters Score -2.192888e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 185717 members 
Entering Unmasked Estep 
Score: -21929564.000000 Penalty: 6024.252441
	Iteration 14Q: 3 clusters Score -2.192956e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 186230 members 
Entering Unmasked Estep 
Score: -21930008.000000 Penalty: 6024.252441
	Iteration 15Q: 3 clusters Score -2.193001e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 186501 members 
Entering Unmasked Estep 
Score: -21930274.000000 Penalty: 6024.252441
	Iteration 16Q: 3 clusters Score -2.193027e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 186646 members 
Entering Unmasked Estep 
Score: -21930516.000000 Penalty: 6024.252441
	Iteration 17Q: 3 clusters Score -2.193052e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 186709 members 
Entering Unmasked Estep 
Score: -21930676.000000 Penalty: 6024.252441
	Iteration 18Q: 3 clusters Score -2.193068e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 186748 members 
Entering Unmasked Estep 
Score: -21930834.000000 Penalty: 6024.252441
	Iteration 19Q: 3 clusters Score -2.193083e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 186758 members 
Entering Unmasked Estep 
Score: -21930900.000000 Penalty: 6024.252441
	Iteration 20F: 3 clusters Score -2.19309e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 186749 members 
Entering Unmasked Estep 
Score: -21930938.000000 Penalty: 6024.252441
	Iteration 21Q: 3 clusters Score -2.193094e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 186730 members 
Entering Unmasked Estep 
Score: -21931068.000000 Penalty: 6024.252441
	Iteration 22Q: 3 clusters Score -2.193107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 186694 members 
Entering Unmasked Estep 
Score: -21931112.000000 Penalty: 6024.252441
	Iteration 23Q: 3 clusters Score -2.193111e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 186664 members 
Entering Unmasked Estep 
Score: -21931184.000000 Penalty: 6024.252441
	Iteration 24Q: 3 clusters Score -2.193118e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 186632 members 
Entering Unmasked Estep 
Score: -21931228.000000 Penalty: 6024.252441
	Iteration 25Q: 3 clusters Score -2.193123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 186597 members 
Entering Unmasked Estep 
Score: -21931222.000000 Penalty: 6024.252441
	Iteration 26Q: 3 clusters Score -2.193122e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 186568 members 
Entering Unmasked Estep 
Score: -21931224.000000 Penalty: 6024.252441
	Iteration 27Q: 3 clusters Score -2.193122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 186549 members 
Entering Unmasked Estep 
Score: -21931224.000000 Penalty: 6024.252441
	Iteration 28Q: 3 clusters Score -2.193122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 186525 members 
Entering Unmasked Estep 
Score: -21931254.000000 Penalty: 6024.252441
	Iteration 29Q: 3 clusters Score -2.193125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 186490 members 
Entering Unmasked Estep 
Score: -21931280.000000 Penalty: 6024.252441
	Iteration 30Q: 3 clusters Score -2.193128e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 186470 members 
Entering Unmasked Estep 
Score: -21931318.000000 Penalty: 6024.252441
	Iteration 31Q: 3 clusters Score -2.193132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 186459 members 
Entering Unmasked Estep 
Score: -21931320.000000 Penalty: 6024.252441
	Iteration 32Q: 3 clusters Score -2.193132e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 186441 members 
Entering Unmasked Estep 
Score: -21931332.000000 Penalty: 6024.252441
	Iteration 33Q: 3 clusters Score -2.193133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 186424 members 
Entering Unmasked Estep 
Score: -21931360.000000 Penalty: 6024.252441
	Iteration 34Q: 3 clusters Score -2.193136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 186411 members 
Entering Unmasked Estep 
Score: -21931346.000000 Penalty: 6024.252441
	Iteration 35Q: 3 clusters Score -2.193135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 186397 members 
Entering Unmasked Estep 
Score: -21931358.000000 Penalty: 6024.252441
	Iteration 36Q: 3 clusters Score -2.193136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 186382 members 
Entering Unmasked Estep 
Score: -21931344.000000 Penalty: 6024.252441
	Iteration 37Q: 3 clusters Score -2.193134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 186376 members 
Entering Unmasked Estep 
Score: -21931332.000000 Penalty: 6024.252441
	Iteration 38Q: 3 clusters Score -2.193133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 186374 members 
Entering Unmasked Estep 
Score: -21931340.000000 Penalty: 6024.252441
	Iteration 39Q: 3 clusters Score -2.193134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 186372 members 
Entering Unmasked Estep 
Score: -21931352.000000 Penalty: 6024.252441
	Iteration 40F: 3 clusters Score -2.193135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 186366 members 
Entering Unmasked Estep 
Score: -21931340.000000 Penalty: 6024.252441
	Iteration 41Q: 3 clusters Score -2.193134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 186359 members 
Entering Unmasked Estep 
Score: -21931374.000000 Penalty: 6024.252441
	Iteration 42Q: 3 clusters Score -2.193137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 186359 members 
Entering Unmasked Estep 
Score: -21931352.000000 Penalty: 6024.252441
	Iteration 43Q: 3 clusters Score -2.193135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -21931354.000000 Penalty: 6024.252441
	Iteration 44Q: 3 clusters Score -2.193135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 186349 members 
Entering Unmasked Estep 
Score: -21931374.000000 Penalty: 6024.252441
	Iteration 45Q: 3 clusters Score -2.193137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 186348 members 
Entering Unmasked Estep 
Score: -21931372.000000 Penalty: 6024.252441
	Iteration 46Q: 3 clusters Score -2.193137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 186346 members 
Entering Unmasked Estep 
Score: -21931376.000000 Penalty: 6024.252441
	Iteration 47Q: 3 clusters Score -2.193138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 186346 members 
Entering Unmasked Estep 
Score: -21931376.000000 Penalty: 6024.252441
	Iteration 48Q: 3 clusters Score -2.193138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 186345 members 
Entering Unmasked Estep 
Score: -21931370.000000 Penalty: 6024.252441
	Iteration 49Q: 3 clusters Score -2.193137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 186345 members 
Entering Unmasked Estep 
Score: -21931370.000000 Penalty: 6024.252441
	Iteration 50F: 3 clusters Score -2.193137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -955158.812500 Penalty: 2242.161621
	Iteration 0F: 2 clusters Score -955158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -948454.812500 Penalty: 4484.323242
	Iteration 0F: 3 clusters Score -948454.8 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -950322.062500 Penalty: 4484.323242
	Iteration 1F: 3 clusters Score -950322.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -950558.937500 Penalty: 4484.323242
	Iteration 2F: 3 clusters Score -950558.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -950705.500000 Penalty: 4484.323242
	Iteration 3Q: 3 clusters Score -950705.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -950798.687500 Penalty: 4484.323242
	Iteration 4Q: 3 clusters Score -950798.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -950886.812500 Penalty: 4484.323242
	Iteration 5Q: 3 clusters Score -950886.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -950963.875000 Penalty: 4484.323242
	Iteration 6Q: 3 clusters Score -950963.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -951024.062500 Penalty: 4484.323242
	Iteration 7Q: 3 clusters Score -951024.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -951095.125000 Penalty: 4484.323242
	Iteration 8Q: 3 clusters Score -951095.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -951174.062500 Penalty: 4484.323242
	Iteration 9Q: 3 clusters Score -951174.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -951255.750000 Penalty: 4484.323242
	Iteration 10Q: 3 clusters Score -951255.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -951340.875000 Penalty: 4484.323242
	Iteration 11Q: 3 clusters Score -951340.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -951430.500000 Penalty: 4484.323242
	Iteration 12Q: 3 clusters Score -951430.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -951525.312500 Penalty: 4484.323242
	Iteration 13Q: 3 clusters Score -951525.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -951605.937500 Penalty: 4484.323242
	Iteration 14Q: 3 clusters Score -951605.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -951704.937500 Penalty: 4484.323242
	Iteration 15Q: 3 clusters Score -951704.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -951825.812500 Penalty: 4484.323242
	Iteration 16Q: 3 clusters Score -951825.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -951954.812500 Penalty: 4484.323242
	Iteration 17Q: 3 clusters Score -951954.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -952082.250000 Penalty: 4484.323242
	Iteration 18Q: 3 clusters Score -952082.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -952219.812500 Penalty: 4484.323242
	Iteration 19Q: 3 clusters Score -952219.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -952373.312500 Penalty: 4484.323242
	Iteration 20F: 3 clusters Score -952373.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -952525.750000 Penalty: 4484.323242
	Iteration 21Q: 3 clusters Score -952525.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -952654.875000 Penalty: 4484.323242
	Iteration 22Q: 3 clusters Score -952654.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -952770.500000 Penalty: 4484.323242
	Iteration 23Q: 3 clusters Score -952770.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -952852.625000 Penalty: 4484.323242
	Iteration 24Q: 3 clusters Score -952852.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -952913.375000 Penalty: 4484.323242
	Iteration 25Q: 3 clusters Score -952913.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -952950.750000 Penalty: 4484.323242
	Iteration 26Q: 3 clusters Score -952950.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -952988.187500 Penalty: 4484.323242
	Iteration 27Q: 3 clusters Score -952988.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -953019.875000 Penalty: 4484.323242
	Iteration 28Q: 3 clusters Score -953019.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -953051.187500 Penalty: 4484.323242
	Iteration 29Q: 3 clusters Score -953051.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -953068.687500 Penalty: 4484.323242
	Iteration 30Q: 3 clusters Score -953068.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -953086.500000 Penalty: 4484.323242
	Iteration 31Q: 3 clusters Score -953086.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -953104.625000 Penalty: 4484.323242
	Iteration 32Q: 3 clusters Score -953104.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -953117.875000 Penalty: 4484.323242
	Iteration 33Q: 3 clusters Score -953117.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -953124.875000 Penalty: 4484.323242
	Iteration 34Q: 3 clusters Score -953124.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -953137.625000 Penalty: 4484.323242
	Iteration 35Q: 3 clusters Score -953137.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -953152.875000 Penalty: 4484.323242
	Iteration 36Q: 3 clusters Score -953152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -953163.937500 Penalty: 4484.323242
	Iteration 37Q: 3 clusters Score -953163.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -953173.687500 Penalty: 4484.323242
	Iteration 38Q: 3 clusters Score -953173.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -953184.375000 Penalty: 4484.323242
	Iteration 39Q: 3 clusters Score -953184.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -953205.375000 Penalty: 4484.323242
	Iteration 40F: 3 clusters Score -953205.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -953225.125000 Penalty: 4484.323242
	Iteration 41Q: 3 clusters Score -953225.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -953244.437500 Penalty: 4484.323242
	Iteration 42Q: 3 clusters Score -953244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -953258.625000 Penalty: 4484.323242
	Iteration 43Q: 3 clusters Score -953258.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -953272.812500 Penalty: 4484.323242
	Iteration 44Q: 3 clusters Score -953272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -953279.875000 Penalty: 4484.323242
	Iteration 45Q: 3 clusters Score -953279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -953284.312500 Penalty: 4484.323242
	Iteration 46Q: 3 clusters Score -953284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -953290.687500 Penalty: 4484.323242
	Iteration 47Q: 3 clusters Score -953290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -953294.250000 Penalty: 4484.323242
	Iteration 48Q: 3 clusters Score -953294.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -953295.250000 Penalty: 4484.323242
	Iteration 49Q: 3 clusters Score -953295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -953298.625000 Penalty: 4484.323242
	Iteration 50Q: 3 clusters Score -953298.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -953298.937500 Penalty: 4484.323242
	Iteration 51Q: 3 clusters Score -953298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -953299.812500 Penalty: 4484.323242
	Iteration 52Q: 3 clusters Score -953299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -953299.812500 Penalty: 4484.323242
	Iteration 53F: 3 clusters Score -953299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36211.085938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -36211.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34885.984375 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -34885.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35218.613281 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -35218.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35334.835938 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -35334.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35380.496094 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -35380.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35447.746094 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -35447.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -35489.246094 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -35489.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35504.187500 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -35504.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35523.273438 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -35523.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35544.500000 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -35544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35565.933594 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -35565.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35580.976562 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -35580.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -35627.406250 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -35627.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35645.402344 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -35645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35659.347656 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -35659.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35672.257812 Penalty: 2959.208984
	Iteration 14Q: 3 clusters Score -35672.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35680.070312 Penalty: 2959.208984
	Iteration 15Q: 3 clusters Score -35680.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35687.269531 Penalty: 2959.208984
	Iteration 16Q: 3 clusters Score -35687.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -35696.054688 Penalty: 2959.208984
	Iteration 17Q: 3 clusters Score -35696.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35717.703125 Penalty: 2959.208984
	Iteration 18Q: 3 clusters Score -35717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35755.804688 Penalty: 2959.208984
	Iteration 19Q: 3 clusters Score -35755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35783.007812 Penalty: 2959.208984
	Iteration 20F: 3 clusters Score -35783.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -35812.132812 Penalty: 2959.208984
	Iteration 21Q: 3 clusters Score -35812.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35815.632812 Penalty: 2959.208984
	Iteration 22Q: 3 clusters Score -35815.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -35815.632812 Penalty: 2959.208984
	Iteration 23F: 3 clusters Score -35815.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Entering Unmasked Estep 
Score: -4767643.000000 Penalty: 2634.789795
	Iteration 0F: 2 clusters Score -4767643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4739761.000000 Penalty: 5269.579590
	Iteration 0F: 3 clusters Score -4739761 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -4750046.000000 Penalty: 5269.579590
	Iteration 1F: 3 clusters Score -4750046 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -4750692.500000 Penalty: 5269.579590
	Iteration 2Q: 3 clusters Score -4750692 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -4751309.000000 Penalty: 5269.579590
	Iteration 3Q: 3 clusters Score -4751309 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4752044.000000 Penalty: 5269.579590
	Iteration 4Q: 3 clusters Score -4752044 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -4752956.000000 Penalty: 5269.579590
	Iteration 5F: 3 clusters Score -4752956 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4754182.000000 Penalty: 5269.579590
	Iteration 6F: 3 clusters Score -4754182 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4755832.500000 Penalty: 5269.579590
	Iteration 7F: 3 clusters Score -4755832 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -4757735.500000 Penalty: 5269.579590
	Iteration 8F: 3 clusters Score -4757736 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -4759738.500000 Penalty: 5269.579590
	Iteration 9F: 3 clusters Score -4759738 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4761532.000000 Penalty: 5269.579590
	Iteration 10F: 3 clusters Score -4761532 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4762941.000000 Penalty: 5269.579590
	Iteration 11Q: 3 clusters Score -4762941 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4763891.000000 Penalty: 5269.579590
	Iteration 12Q: 3 clusters Score -4763891 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4764469.000000 Penalty: 5269.579590
	Iteration 13Q: 3 clusters Score -4764469 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -4764846.000000 Penalty: 5269.579590
	Iteration 14Q: 3 clusters Score -4764846 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -4765094.000000 Penalty: 5269.579590
	Iteration 15Q: 3 clusters Score -4765094 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -4765222.500000 Penalty: 5269.579590
	Iteration 16Q: 3 clusters Score -4765222 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -4765293.500000 Penalty: 5269.579590
	Iteration 17Q: 3 clusters Score -4765294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -4765366.000000 Penalty: 5269.579590
	Iteration 18Q: 3 clusters Score -4765366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -4765396.500000 Penalty: 5269.579590
	Iteration 19Q: 3 clusters Score -4765396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -4765417.000000 Penalty: 5269.579590
	Iteration 20F: 3 clusters Score -4765417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4765430.500000 Penalty: 5269.579590
	Iteration 21Q: 3 clusters Score -4765430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -4765441.500000 Penalty: 5269.579590
	Iteration 22Q: 3 clusters Score -4765442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -4765462.000000 Penalty: 5269.579590
	Iteration 23Q: 3 clusters Score -4765462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -4765475.000000 Penalty: 5269.579590
	Iteration 24Q: 3 clusters Score -4765475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -4765484.000000 Penalty: 5269.579590
	Iteration 25Q: 3 clusters Score -4765484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -4765485.000000 Penalty: 5269.579590
	Iteration 26Q: 3 clusters Score -4765485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -4765504.000000 Penalty: 5269.579590
	Iteration 27Q: 3 clusters Score -4765504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -4765500.000000 Penalty: 5269.579590
	Iteration 28Q: 3 clusters Score -4765500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -4765513.000000 Penalty: 5269.579590
	Iteration 29Q: 3 clusters Score -4765513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -4765522.000000 Penalty: 5269.579590
	Iteration 30Q: 3 clusters Score -4765522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4765528.000000 Penalty: 5269.579590
	Iteration 31Q: 3 clusters Score -4765528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -4765533.000000 Penalty: 5269.579590
	Iteration 32Q: 3 clusters Score -4765533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -4765534.000000 Penalty: 5269.579590
	Iteration 33Q: 3 clusters Score -4765534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -4765532.500000 Penalty: 5269.579590
	Iteration 34Q: 3 clusters Score -4765532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -4765532.000000 Penalty: 5269.579590
	Iteration 35Q: 3 clusters Score -4765532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -4765530.500000 Penalty: 5269.579590
	Iteration 36Q: 3 clusters Score -4765530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4765529.500000 Penalty: 5269.579590
	Iteration 37Q: 3 clusters Score -4765530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4765529.500000 Penalty: 5269.579590
	Iteration 38Q: 3 clusters Score -4765530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4765529.500000 Penalty: 5269.579590
	Iteration 39F: 3 clusters Score -4765530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Entering Unmasked Estep 
Score: -1289781.875000 Penalty: 2323.968750
	Iteration 0F: 2 clusters Score -1289782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1281029.125000 Penalty: 4647.937500
	Iteration 0F: 3 clusters Score -1281029 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1283642.375000 Penalty: 4647.937500
	Iteration 1F: 3 clusters Score -1283642 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1284039.875000 Penalty: 4647.937500
	Iteration 2F: 3 clusters Score -1284040 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1284365.750000 Penalty: 4647.937500
	Iteration 3F: 3 clusters Score -1284366 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1284646.125000 Penalty: 4647.937500
	Iteration 4Q: 3 clusters Score -1284646 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1284922.125000 Penalty: 4647.937500
	Iteration 5Q: 3 clusters Score -1284922 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1285228.750000 Penalty: 4647.937500
	Iteration 6Q: 3 clusters Score -1285229 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1285540.125000 Penalty: 4647.937500
	Iteration 7Q: 3 clusters Score -1285540 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1285842.500000 Penalty: 4647.937500
	Iteration 8Q: 3 clusters Score -1285842 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1286098.375000 Penalty: 4647.937500
	Iteration 9Q: 3 clusters Score -1286098 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1286311.500000 Penalty: 4647.937500
	Iteration 10Q: 3 clusters Score -1286312 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1286488.250000 Penalty: 4647.937500
	Iteration 11Q: 3 clusters Score -1286488 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1286632.750000 Penalty: 4647.937500
	Iteration 12Q: 3 clusters Score -1286633 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1286761.500000 Penalty: 4647.937500
	Iteration 13Q: 3 clusters Score -1286762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1286865.750000 Penalty: 4647.937500
	Iteration 14Q: 3 clusters Score -1286866 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1286943.125000 Penalty: 4647.937500
	Iteration 15Q: 3 clusters Score -1286943 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1287014.375000 Penalty: 4647.937500
	Iteration 16Q: 3 clusters Score -1287014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1287063.625000 Penalty: 4647.937500
	Iteration 17Q: 3 clusters Score -1287064 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1287112.875000 Penalty: 4647.937500
	Iteration 18Q: 3 clusters Score -1287113 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1287157.500000 Penalty: 4647.937500
	Iteration 19Q: 3 clusters Score -1287158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1287185.000000 Penalty: 4647.937500
	Iteration 20F: 3 clusters Score -1287185 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1287212.625000 Penalty: 4647.937500
	Iteration 21Q: 3 clusters Score -1287213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1287232.000000 Penalty: 4647.937500
	Iteration 22Q: 3 clusters Score -1287232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1287245.000000 Penalty: 4647.937500
	Iteration 23Q: 3 clusters Score -1287245 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1287267.250000 Penalty: 4647.937500
	Iteration 24Q: 3 clusters Score -1287267 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1287276.000000 Penalty: 4647.937500
	Iteration 25Q: 3 clusters Score -1287276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1287289.750000 Penalty: 4647.937500
	Iteration 26Q: 3 clusters Score -1287290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1287298.500000 Penalty: 4647.937500
	Iteration 27Q: 3 clusters Score -1287298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1287314.375000 Penalty: 4647.937500
	Iteration 28Q: 3 clusters Score -1287314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1287325.125000 Penalty: 4647.937500
	Iteration 29Q: 3 clusters Score -1287325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1287334.250000 Penalty: 4647.937500
	Iteration 30Q: 3 clusters Score -1287334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1287345.500000 Penalty: 4647.937500
	Iteration 31Q: 3 clusters Score -1287346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1287366.875000 Penalty: 4647.937500
	Iteration 32Q: 3 clusters Score -1287367 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1287389.875000 Penalty: 4647.937500
	Iteration 33Q: 3 clusters Score -1287390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1287399.125000 Penalty: 4647.937500
	Iteration 34Q: 3 clusters Score -1287399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1287422.250000 Penalty: 4647.937500
	Iteration 35Q: 3 clusters Score -1287422 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1287440.375000 Penalty: 4647.937500
	Iteration 36Q: 3 clusters Score -1287440 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1287459.500000 Penalty: 4647.937500
	Iteration 37Q: 3 clusters Score -1287460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1287470.750000 Penalty: 4647.937500
	Iteration 38Q: 3 clusters Score -1287471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1287490.750000 Penalty: 4647.937500
	Iteration 39Q: 3 clusters Score -1287491 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1287509.000000 Penalty: 4647.937500
	Iteration 40F: 3 clusters Score -1287509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1287527.000000 Penalty: 4647.937500
	Iteration 41Q: 3 clusters Score -1287527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1287537.125000 Penalty: 4647.937500
	Iteration 42Q: 3 clusters Score -1287537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1287552.500000 Penalty: 4647.937500
	Iteration 43Q: 3 clusters Score -1287552 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1287566.000000 Penalty: 4647.937500
	Iteration 44Q: 3 clusters Score -1287566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1287580.625000 Penalty: 4647.937500
	Iteration 45Q: 3 clusters Score -1287581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1287599.000000 Penalty: 4647.937500
	Iteration 46Q: 3 clusters Score -1287599 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1287610.875000 Penalty: 4647.937500
	Iteration 47Q: 3 clusters Score -1287611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1287620.125000 Penalty: 4647.937500
	Iteration 48Q: 3 clusters Score -1287620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1287626.500000 Penalty: 4647.937500
	Iteration 49Q: 3 clusters Score -1287626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1287632.125000 Penalty: 4647.937500
	Iteration 50Q: 3 clusters Score -1287632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1287639.125000 Penalty: 4647.937500
	Iteration 51Q: 3 clusters Score -1287639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1287639.000000 Penalty: 4647.937500
	Iteration 52Q: 3 clusters Score -1287639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1287646.625000 Penalty: 4647.937500
	Iteration 53Q: 3 clusters Score -1287647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1287651.125000 Penalty: 4647.937500
	Iteration 54Q: 3 clusters Score -1287651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1287658.625000 Penalty: 4647.937500
	Iteration 55Q: 3 clusters Score -1287659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1287662.125000 Penalty: 4647.937500
	Iteration 56Q: 3 clusters Score -1287662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1287674.750000 Penalty: 4647.937500
	Iteration 57Q: 3 clusters Score -1287675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1287676.250000 Penalty: 4647.937500
	Iteration 58Q: 3 clusters Score -1287676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1287676.500000 Penalty: 4647.937500
	Iteration 59Q: 3 clusters Score -1287676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1287680.000000 Penalty: 4647.937500
	Iteration 60F: 3 clusters Score -1287680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1287686.250000 Penalty: 4647.937500
	Iteration 61Q: 3 clusters Score -1287686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1287689.250000 Penalty: 4647.937500
	Iteration 62Q: 3 clusters Score -1287689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1287697.000000 Penalty: 4647.937500
	Iteration 63Q: 3 clusters Score -1287697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1287698.875000 Penalty: 4647.937500
	Iteration 64Q: 3 clusters Score -1287699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1287701.000000 Penalty: 4647.937500
	Iteration 65Q: 3 clusters Score -1287701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1287700.750000 Penalty: 4647.937500
	Iteration 66Q: 3 clusters Score -1287701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1287705.875000 Penalty: 4647.937500
	Iteration 67Q: 3 clusters Score -1287706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1287710.000000 Penalty: 4647.937500
	Iteration 68Q: 3 clusters Score -1287710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1287710.125000 Penalty: 4647.937500
	Iteration 69Q: 3 clusters Score -1287710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1287712.625000 Penalty: 4647.937500
	Iteration 70Q: 3 clusters Score -1287713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1287716.125000 Penalty: 4647.937500
	Iteration 71Q: 3 clusters Score -1287716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1287719.500000 Penalty: 4647.937500
	Iteration 72Q: 3 clusters Score -1287720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1287721.375000 Penalty: 4647.937500
	Iteration 73Q: 3 clusters Score -1287721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1287731.125000 Penalty: 4647.937500
	Iteration 74Q: 3 clusters Score -1287731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1287736.375000 Penalty: 4647.937500
	Iteration 75Q: 3 clusters Score -1287736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1287742.875000 Penalty: 4647.937500
	Iteration 76Q: 3 clusters Score -1287743 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1287752.500000 Penalty: 4647.937500
	Iteration 77Q: 3 clusters Score -1287752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1287757.750000 Penalty: 4647.937500
	Iteration 78Q: 3 clusters Score -1287758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1287770.000000 Penalty: 4647.937500
	Iteration 79Q: 3 clusters Score -1287770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1287777.875000 Penalty: 4647.937500
	Iteration 80F: 3 clusters Score -1287778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1287787.125000 Penalty: 4647.937500
	Iteration 81Q: 3 clusters Score -1287787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1287793.125000 Penalty: 4647.937500
	Iteration 82Q: 3 clusters Score -1287793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1287795.125000 Penalty: 4647.937500
	Iteration 83Q: 3 clusters Score -1287795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1287802.375000 Penalty: 4647.937500
	Iteration 84Q: 3 clusters Score -1287802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1287802.250000 Penalty: 4647.937500
	Iteration 85Q: 3 clusters Score -1287802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1287806.750000 Penalty: 4647.937500
	Iteration 86Q: 3 clusters Score -1287807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1287810.125000 Penalty: 4647.937500
	Iteration 87Q: 3 clusters Score -1287810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1287814.250000 Penalty: 4647.937500
	Iteration 88Q: 3 clusters Score -1287814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1287819.125000 Penalty: 4647.937500
	Iteration 89Q: 3 clusters Score -1287819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1287818.250000 Penalty: 4647.937500
	Iteration 90Q: 3 clusters Score -1287818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1287822.750000 Penalty: 4647.937500
	Iteration 91Q: 3 clusters Score -1287823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1287824.000000 Penalty: 4647.937500
	Iteration 92Q: 3 clusters Score -1287824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1287823.875000 Penalty: 4647.937500
	Iteration 93Q: 3 clusters Score -1287824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1287828.625000 Penalty: 4647.937500
	Iteration 94Q: 3 clusters Score -1287829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1287834.500000 Penalty: 4647.937500
	Iteration 95Q: 3 clusters Score -1287834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1287837.000000 Penalty: 4647.937500
	Iteration 96Q: 3 clusters Score -1287837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1287837.500000 Penalty: 4647.937500
	Iteration 97Q: 3 clusters Score -1287838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1287842.125000 Penalty: 4647.937500
	Iteration 98Q: 3 clusters Score -1287842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1287842.125000 Penalty: 4647.937500
	Iteration 99Q: 3 clusters Score -1287842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1287844.875000 Penalty: 4647.937500
	Iteration 100F: 3 clusters Score -1287845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1287848.875000 Penalty: 4647.937500
	Iteration 101Q: 3 clusters Score -1287849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1287848.625000 Penalty: 4647.937500
	Iteration 102Q: 3 clusters Score -1287849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1287851.250000 Penalty: 4647.937500
	Iteration 103Q: 3 clusters Score -1287851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1287851.500000 Penalty: 4647.937500
	Iteration 104Q: 3 clusters Score -1287852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1287849.375000 Penalty: 4647.937500
	Iteration 105Q: 3 clusters Score -1287849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1287851.500000 Penalty: 4647.937500
	Iteration 106Q: 3 clusters Score -1287852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1287850.500000 Penalty: 4647.937500
	Iteration 107Q: 3 clusters Score -1287850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1287852.375000 Penalty: 4647.937500
	Iteration 108Q: 3 clusters Score -1287852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1287854.625000 Penalty: 4647.937500
	Iteration 109Q: 3 clusters Score -1287855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1287855.500000 Penalty: 4647.937500
	Iteration 110Q: 3 clusters Score -1287856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1287853.125000 Penalty: 4647.937500
	Iteration 111Q: 3 clusters Score -1287853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1287857.250000 Penalty: 4647.937500
	Iteration 112Q: 3 clusters Score -1287857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1287857.375000 Penalty: 4647.937500
	Iteration 113Q: 3 clusters Score -1287857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1287857.750000 Penalty: 4647.937500
	Iteration 114Q: 3 clusters Score -1287858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1287861.250000 Penalty: 4647.937500
	Iteration 115Q: 3 clusters Score -1287861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1287860.500000 Penalty: 4647.937500
	Iteration 116Q: 3 clusters Score -1287860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1287859.500000 Penalty: 4647.937500
	Iteration 117Q: 3 clusters Score -1287860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1287860.375000 Penalty: 4647.937500
	Iteration 118Q: 3 clusters Score -1287860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1287863.000000 Penalty: 4647.937500
	Iteration 119Q: 3 clusters Score -1287863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1287861.375000 Penalty: 4647.937500
	Iteration 120F: 3 clusters Score -1287861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1287862.625000 Penalty: 4647.937500
	Iteration 121Q: 3 clusters Score -1287863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1287868.250000 Penalty: 4647.937500
	Iteration 122Q: 3 clusters Score -1287868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1287868.875000 Penalty: 4647.937500
	Iteration 123Q: 3 clusters Score -1287869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1287872.375000 Penalty: 4647.937500
	Iteration 124Q: 3 clusters Score -1287872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1287870.750000 Penalty: 4647.937500
	Iteration 125Q: 3 clusters Score -1287871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1287869.125000 Penalty: 4647.937500
	Iteration 126Q: 3 clusters Score -1287869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1287869.000000 Penalty: 4647.937500
	Iteration 127Q: 3 clusters Score -1287869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1287870.750000 Penalty: 4647.937500
	Iteration 128Q: 3 clusters Score -1287871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1287871.625000 Penalty: 4647.937500
	Iteration 129Q: 3 clusters Score -1287872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1287871.000000 Penalty: 4647.937500
	Iteration 130Q: 3 clusters Score -1287871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1287871.000000 Penalty: 4647.937500
	Iteration 131F: 3 clusters Score -1287871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Entering Unmasked Estep 
Score: -784351.500000 Penalty: 2199.750244
	Iteration 0F: 2 clusters Score -784351.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -778439.875000 Penalty: 4399.500488
	Iteration 0F: 3 clusters Score -778439.9 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -780024.062500 Penalty: 4399.500488
	Iteration 1F: 3 clusters Score -780024.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -780265.375000 Penalty: 4399.500488
	Iteration 2F: 3 clusters Score -780265.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -780447.375000 Penalty: 4399.500488
	Iteration 3F: 3 clusters Score -780447.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -780578.250000 Penalty: 4399.500488
	Iteration 4Q: 3 clusters Score -780578.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -780681.750000 Penalty: 4399.500488
	Iteration 5Q: 3 clusters Score -780681.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -780789.812500 Penalty: 4399.500488
	Iteration 6Q: 3 clusters Score -780789.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -780908.625000 Penalty: 4399.500488
	Iteration 7Q: 3 clusters Score -780908.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -781028.250000 Penalty: 4399.500488
	Iteration 8Q: 3 clusters Score -781028.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -781149.187500 Penalty: 4399.500488
	Iteration 9Q: 3 clusters Score -781149.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -781288.937500 Penalty: 4399.500488
	Iteration 10Q: 3 clusters Score -781288.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -781438.625000 Penalty: 4399.500488
	Iteration 11Q: 3 clusters Score -781438.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -781597.312500 Penalty: 4399.500488
	Iteration 12Q: 3 clusters Score -781597.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -781739.937500 Penalty: 4399.500488
	Iteration 13Q: 3 clusters Score -781739.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -781852.125000 Penalty: 4399.500488
	Iteration 14Q: 3 clusters Score -781852.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -781951.750000 Penalty: 4399.500488
	Iteration 15Q: 3 clusters Score -781951.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -782036.125000 Penalty: 4399.500488
	Iteration 16Q: 3 clusters Score -782036.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -782114.062500 Penalty: 4399.500488
	Iteration 17Q: 3 clusters Score -782114.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -782201.562500 Penalty: 4399.500488
	Iteration 18Q: 3 clusters Score -782201.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -782264.000000 Penalty: 4399.500488
	Iteration 19Q: 3 clusters Score -782264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -782301.375000 Penalty: 4399.500488
	Iteration 20F: 3 clusters Score -782301.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -782329.125000 Penalty: 4399.500488
	Iteration 21Q: 3 clusters Score -782329.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -782355.750000 Penalty: 4399.500488
	Iteration 22Q: 3 clusters Score -782355.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -782367.687500 Penalty: 4399.500488
	Iteration 23Q: 3 clusters Score -782367.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -782385.500000 Penalty: 4399.500488
	Iteration 24Q: 3 clusters Score -782385.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -782398.875000 Penalty: 4399.500488
	Iteration 25Q: 3 clusters Score -782398.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -782415.812500 Penalty: 4399.500488
	Iteration 26Q: 3 clusters Score -782415.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -782429.687500 Penalty: 4399.500488
	Iteration 27Q: 3 clusters Score -782429.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -782445.062500 Penalty: 4399.500488
	Iteration 28Q: 3 clusters Score -782445.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -782469.687500 Penalty: 4399.500488
	Iteration 29Q: 3 clusters Score -782469.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -782490.625000 Penalty: 4399.500488
	Iteration 30Q: 3 clusters Score -782490.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -782506.250000 Penalty: 4399.500488
	Iteration 31Q: 3 clusters Score -782506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -782514.375000 Penalty: 4399.500488
	Iteration 32Q: 3 clusters Score -782514.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -782518.750000 Penalty: 4399.500488
	Iteration 33Q: 3 clusters Score -782518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -782526.562500 Penalty: 4399.500488
	Iteration 34Q: 3 clusters Score -782526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -782535.375000 Penalty: 4399.500488
	Iteration 35Q: 3 clusters Score -782535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -782538.562500 Penalty: 4399.500488
	Iteration 36Q: 3 clusters Score -782538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -782539.625000 Penalty: 4399.500488
	Iteration 37Q: 3 clusters Score -782539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -782543.437500 Penalty: 4399.500488
	Iteration 38Q: 3 clusters Score -782543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -782546.062500 Penalty: 4399.500488
	Iteration 39Q: 3 clusters Score -782546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -782548.375000 Penalty: 4399.500488
	Iteration 40F: 3 clusters Score -782548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -782548.937500 Penalty: 4399.500488
	Iteration 41Q: 3 clusters Score -782548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -782548.937500 Penalty: 4399.500488
	Iteration 42F: 3 clusters Score -782548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -1385086.125000 Penalty: 2324.454102
	Iteration 0F: 2 clusters Score -1385086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1376292.125000 Penalty: 4648.908203
	Iteration 0F: 3 clusters Score -1376292 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1378926.875000 Penalty: 4648.908203
	Iteration 1F: 3 clusters Score -1378927 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1379269.625000 Penalty: 4648.908203
	Iteration 2F: 3 clusters Score -1379270 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1379570.375000 Penalty: 4648.908203
	Iteration 3F: 3 clusters Score -1379570 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1379905.625000 Penalty: 4648.908203
	Iteration 4F: 3 clusters Score -1379906 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1380339.750000 Penalty: 4648.908203
	Iteration 5F: 3 clusters Score -1380340 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1380795.250000 Penalty: 4648.908203
	Iteration 6F: 3 clusters Score -1380795 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1381281.250000 Penalty: 4648.908203
	Iteration 7F: 3 clusters Score -1381281 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1381752.250000 Penalty: 4648.908203
	Iteration 8Q: 3 clusters Score -1381752 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1382174.000000 Penalty: 4648.908203
	Iteration 9Q: 3 clusters Score -1382174 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1382508.750000 Penalty: 4648.908203
	Iteration 10Q: 3 clusters Score -1382509 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1382755.750000 Penalty: 4648.908203
	Iteration 11Q: 3 clusters Score -1382756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1382894.250000 Penalty: 4648.908203
	Iteration 12Q: 3 clusters Score -1382894 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1382980.125000 Penalty: 4648.908203
	Iteration 13Q: 3 clusters Score -1382980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1383023.250000 Penalty: 4648.908203
	Iteration 14Q: 3 clusters Score -1383023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1383054.750000 Penalty: 4648.908203
	Iteration 15Q: 3 clusters Score -1383055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1383078.625000 Penalty: 4648.908203
	Iteration 16Q: 3 clusters Score -1383079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1383091.250000 Penalty: 4648.908203
	Iteration 17Q: 3 clusters Score -1383091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1383104.000000 Penalty: 4648.908203
	Iteration 18Q: 3 clusters Score -1383104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1383121.000000 Penalty: 4648.908203
	Iteration 19Q: 3 clusters Score -1383121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1383134.250000 Penalty: 4648.908203
	Iteration 20F: 3 clusters Score -1383134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1383137.000000 Penalty: 4648.908203
	Iteration 21Q: 3 clusters Score -1383137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1383140.375000 Penalty: 4648.908203
	Iteration 22Q: 3 clusters Score -1383140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1383143.250000 Penalty: 4648.908203
	Iteration 23Q: 3 clusters Score -1383143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1383144.125000 Penalty: 4648.908203
	Iteration 24Q: 3 clusters Score -1383144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1383148.875000 Penalty: 4648.908203
	Iteration 25Q: 3 clusters Score -1383149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1383150.250000 Penalty: 4648.908203
	Iteration 26Q: 3 clusters Score -1383150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1383155.375000 Penalty: 4648.908203
	Iteration 27Q: 3 clusters Score -1383155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1383155.625000 Penalty: 4648.908203
	Iteration 28Q: 3 clusters Score -1383156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1383156.750000 Penalty: 4648.908203
	Iteration 29Q: 3 clusters Score -1383157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1383156.750000 Penalty: 4648.908203
	Iteration 30F: 3 clusters Score -1383157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82569 members 
Entering Unmasked Estep 
Score: -9653990.000000 Penalty: 2807.704590
	Iteration 0F: 2 clusters Score -9653990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -9598615.000000 Penalty: 5615.409180
	Iteration 0F: 3 clusters Score -9598615 nChanged 38890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -9620357.000000 Penalty: 5615.409180
	Iteration 1F: 3 clusters Score -9620357 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -9620971.000000 Penalty: 5615.409180
	Iteration 2Q: 3 clusters Score -9620971 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -9621580.000000 Penalty: 5615.409180
	Iteration 3Q: 3 clusters Score -9621580 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -9622204.000000 Penalty: 5615.409180
	Iteration 4Q: 3 clusters Score -9622204 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -9622951.000000 Penalty: 5615.409180
	Iteration 5Q: 3 clusters Score -9622951 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -9624214.000000 Penalty: 5615.409180
	Iteration 6Q: 3 clusters Score -9624214 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -9626355.000000 Penalty: 5615.409180
	Iteration 7F: 3 clusters Score -9626355 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9629934.000000 Penalty: 5615.409180
	Iteration 8F: 3 clusters Score -9629934 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -9635101.000000 Penalty: 5615.409180
	Iteration 9F: 3 clusters Score -9635101 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70487 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -9641065.000000 Penalty: 5615.409180
	Iteration 10F: 3 clusters Score -9641065 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -9645777.000000 Penalty: 5615.409180
	Iteration 11F: 3 clusters Score -9645777 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9648526.000000 Penalty: 5615.409180
	Iteration 12Q: 3 clusters Score -9648526 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9650028.000000 Penalty: 5615.409180
	Iteration 13Q: 3 clusters Score -9650028 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9650819.000000 Penalty: 5615.409180
	Iteration 14Q: 3 clusters Score -9650819 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9651221.000000 Penalty: 5615.409180
	Iteration 15Q: 3 clusters Score -9651221 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9651475.000000 Penalty: 5615.409180
	Iteration 16Q: 3 clusters Score -9651475 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9651669.000000 Penalty: 5615.409180
	Iteration 17Q: 3 clusters Score -9651669 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9651773.000000 Penalty: 5615.409180
	Iteration 18Q: 3 clusters Score -9651773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9651826.000000 Penalty: 5615.409180
	Iteration 19Q: 3 clusters Score -9651826 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9651911.000000 Penalty: 5615.409180
	Iteration 20F: 3 clusters Score -9651911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81202 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9651937.000000 Penalty: 5615.409180
	Iteration 21Q: 3 clusters Score -9651937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81225 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9651952.000000 Penalty: 5615.409180
	Iteration 22Q: 3 clusters Score -9651952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9651973.000000 Penalty: 5615.409180
	Iteration 23Q: 3 clusters Score -9651973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9651983.000000 Penalty: 5615.409180
	Iteration 24Q: 3 clusters Score -9651983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9651988.000000 Penalty: 5615.409180
	Iteration 25Q: 3 clusters Score -9651988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9651992.000000 Penalty: 5615.409180
	Iteration 26Q: 3 clusters Score -9651992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81237 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9651997.000000 Penalty: 5615.409180
	Iteration 27Q: 3 clusters Score -9651997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81238 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9652007.000000 Penalty: 5615.409180
	Iteration 28Q: 3 clusters Score -9652007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9652018.000000 Penalty: 5615.409180
	Iteration 29Q: 3 clusters Score -9652018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9652011.000000 Penalty: 5615.409180
	Iteration 30Q: 3 clusters Score -9652011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81243 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9652004.000000 Penalty: 5615.409180
	Iteration 31Q: 3 clusters Score -9652004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9652005.000000 Penalty: 5615.409180
	Iteration 32Q: 3 clusters Score -9652005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9652017.000000 Penalty: 5615.409180
	Iteration 33Q: 3 clusters Score -9652017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9652018.000000 Penalty: 5615.409180
	Iteration 34Q: 3 clusters Score -9652018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9652020.000000 Penalty: 5615.409180
	Iteration 35Q: 3 clusters Score -9652020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9652018.000000 Penalty: 5615.409180
	Iteration 36Q: 3 clusters Score -9652018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9652020.000000 Penalty: 5615.409180
	Iteration 37Q: 3 clusters Score -9652020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81249 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9652020.000000 Penalty: 5615.409180
	Iteration 38F: 3 clusters Score -9652020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Entering Unmasked Estep 
Score: -2527131.500000 Penalty: 2472.089844
	Iteration 0F: 2 clusters Score -2527132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2512135.500000 Penalty: 4944.179688
	Iteration 0F: 3 clusters Score -2512136 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2517383.250000 Penalty: 4944.179688
	Iteration 1F: 3 clusters Score -2517383 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2517887.000000 Penalty: 4944.179688
	Iteration 2F: 3 clusters Score -2517887 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2518379.750000 Penalty: 4944.179688
	Iteration 3F: 3 clusters Score -2518380 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2519040.750000 Penalty: 4944.179688
	Iteration 4F: 3 clusters Score -2519041 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2519887.500000 Penalty: 4944.179688
	Iteration 5F: 3 clusters Score -2519888 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2520943.250000 Penalty: 4944.179688
	Iteration 6F: 3 clusters Score -2520943 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2521987.500000 Penalty: 4944.179688
	Iteration 7F: 3 clusters Score -2521988 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2522985.000000 Penalty: 4944.179688
	Iteration 8F: 3 clusters Score -2522985 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2523757.250000 Penalty: 4944.179688
	Iteration 9Q: 3 clusters Score -2523757 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2524280.250000 Penalty: 4944.179688
	Iteration 10Q: 3 clusters Score -2524280 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2524585.750000 Penalty: 4944.179688
	Iteration 11Q: 3 clusters Score -2524586 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2524769.500000 Penalty: 4944.179688
	Iteration 12Q: 3 clusters Score -2524770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2524883.500000 Penalty: 4944.179688
	Iteration 13Q: 3 clusters Score -2524884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2524973.250000 Penalty: 4944.179688
	Iteration 14Q: 3 clusters Score -2524973 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2525037.750000 Penalty: 4944.179688
	Iteration 15Q: 3 clusters Score -2525038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2525067.250000 Penalty: 4944.179688
	Iteration 16Q: 3 clusters Score -2525067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2525085.250000 Penalty: 4944.179688
	Iteration 17Q: 3 clusters Score -2525085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2525094.250000 Penalty: 4944.179688
	Iteration 18Q: 3 clusters Score -2525094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2525101.750000 Penalty: 4944.179688
	Iteration 19Q: 3 clusters Score -2525102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2525102.000000 Penalty: 4944.179688
	Iteration 20F: 3 clusters Score -2525102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2525109.250000 Penalty: 4944.179688
	Iteration 21Q: 3 clusters Score -2525109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2525116.500000 Penalty: 4944.179688
	Iteration 22Q: 3 clusters Score -2525116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2525119.750000 Penalty: 4944.179688
	Iteration 23Q: 3 clusters Score -2525120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2525113.250000 Penalty: 4944.179688
	Iteration 24Q: 3 clusters Score -2525113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2525113.750000 Penalty: 4944.179688
	Iteration 25Q: 3 clusters Score -2525114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2525116.750000 Penalty: 4944.179688
	Iteration 26Q: 3 clusters Score -2525117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2525117.250000 Penalty: 4944.179688
	Iteration 27Q: 3 clusters Score -2525117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2525117.250000 Penalty: 4944.179688
	Iteration 28F: 3 clusters Score -2525117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Entering Unmasked Estep 
Score: -4153980.500000 Penalty: 2598.702637
	Iteration 0F: 2 clusters Score -4153980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4129815.000000 Penalty: 5197.405273
	Iteration 0F: 3 clusters Score -4129815 nChanged 16225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4138714.750000 Penalty: 5197.405273
	Iteration 1F: 3 clusters Score -4138715 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4139373.750000 Penalty: 5197.405273
	Iteration 2Q: 3 clusters Score -4139374 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4140184.750000 Penalty: 5197.405273
	Iteration 3Q: 3 clusters Score -4140185 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4141267.500000 Penalty: 5197.405273
	Iteration 4F: 3 clusters Score -4141268 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4142554.500000 Penalty: 5197.405273
	Iteration 5F: 3 clusters Score -4142554 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4143866.750000 Penalty: 5197.405273
	Iteration 6F: 3 clusters Score -4143867 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -4144952.000000 Penalty: 5197.405273
	Iteration 7F: 3 clusters Score -4144952 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4145723.750000 Penalty: 5197.405273
	Iteration 8Q: 3 clusters Score -4145724 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -4146278.250000 Penalty: 5197.405273
	Iteration 9Q: 3 clusters Score -4146278 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4146724.500000 Penalty: 5197.405273
	Iteration 10Q: 3 clusters Score -4146724 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4147073.250000 Penalty: 5197.405273
	Iteration 11Q: 3 clusters Score -4147073 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4147414.250000 Penalty: 5197.405273
	Iteration 12Q: 3 clusters Score -4147414 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4147820.750000 Penalty: 5197.405273
	Iteration 13Q: 3 clusters Score -4147821 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -4148264.250000 Penalty: 5197.405273
	Iteration 14Q: 3 clusters Score -4148264 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4148734.500000 Penalty: 5197.405273
	Iteration 15Q: 3 clusters Score -4148734 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4149263.250000 Penalty: 5197.405273
	Iteration 16Q: 3 clusters Score -4149263 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4149789.250000 Penalty: 5197.405273
	Iteration 17Q: 3 clusters Score -4149789 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4150280.500000 Penalty: 5197.405273
	Iteration 18Q: 3 clusters Score -4150280 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4150635.500000 Penalty: 5197.405273
	Iteration 19Q: 3 clusters Score -4150636 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4150947.000000 Penalty: 5197.405273
	Iteration 20F: 3 clusters Score -4150947 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4151194.500000 Penalty: 5197.405273
	Iteration 21Q: 3 clusters Score -4151194 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -4151368.000000 Penalty: 5197.405273
	Iteration 22Q: 3 clusters Score -4151368 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4151510.500000 Penalty: 5197.405273
	Iteration 23Q: 3 clusters Score -4151510 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4151605.000000 Penalty: 5197.405273
	Iteration 24Q: 3 clusters Score -4151605 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4151683.750000 Penalty: 5197.405273
	Iteration 25Q: 3 clusters Score -4151684 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -4151731.000000 Penalty: 5197.405273
	Iteration 26Q: 3 clusters Score -4151731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4151784.750000 Penalty: 5197.405273
	Iteration 27Q: 3 clusters Score -4151785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4151813.000000 Penalty: 5197.405273
	Iteration 28Q: 3 clusters Score -4151813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -4151846.750000 Penalty: 5197.405273
	Iteration 29Q: 3 clusters Score -4151847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -4151867.750000 Penalty: 5197.405273
	Iteration 30Q: 3 clusters Score -4151868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -4151876.000000 Penalty: 5197.405273
	Iteration 31Q: 3 clusters Score -4151876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4151885.250000 Penalty: 5197.405273
	Iteration 32Q: 3 clusters Score -4151885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4151891.000000 Penalty: 5197.405273
	Iteration 33Q: 3 clusters Score -4151891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4151894.250000 Penalty: 5197.405273
	Iteration 34Q: 3 clusters Score -4151894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -4151902.750000 Penalty: 5197.405273
	Iteration 35Q: 3 clusters Score -4151903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4151903.500000 Penalty: 5197.405273
	Iteration 36Q: 3 clusters Score -4151904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -4151906.500000 Penalty: 5197.405273
	Iteration 37Q: 3 clusters Score -4151906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4151908.000000 Penalty: 5197.405273
	Iteration 38Q: 3 clusters Score -4151908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4151911.000000 Penalty: 5197.405273
	Iteration 39Q: 3 clusters Score -4151911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -4151914.750000 Penalty: 5197.405273
	Iteration 40F: 3 clusters Score -4151915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4151912.250000 Penalty: 5197.405273
	Iteration 41Q: 3 clusters Score -4151912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -4151912.250000 Penalty: 5197.405273
	Iteration 42F: 3 clusters Score -4151912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Entering Unmasked Estep 
Score: -986086.500000 Penalty: 2256.570312
	Iteration 0F: 2 clusters Score -986086.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -979127.000000 Penalty: 4513.140625
	Iteration 0F: 3 clusters Score -979127 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -981226.250000 Penalty: 4513.140625
	Iteration 1F: 3 clusters Score -981226.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -981745.062500 Penalty: 4513.140625
	Iteration 2F: 3 clusters Score -981745.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -982251.625000 Penalty: 4513.140625
	Iteration 3F: 3 clusters Score -982251.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -982678.312500 Penalty: 4513.140625
	Iteration 4F: 3 clusters Score -982678.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -983040.500000 Penalty: 4513.140625
	Iteration 5F: 3 clusters Score -983040.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -983422.062500 Penalty: 4513.140625
	Iteration 6F: 3 clusters Score -983422.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -983773.625000 Penalty: 4513.140625
	Iteration 7F: 3 clusters Score -983773.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -984086.250000 Penalty: 4513.140625
	Iteration 8Q: 3 clusters Score -984086.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -984398.125000 Penalty: 4513.140625
	Iteration 9Q: 3 clusters Score -984398.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -984826.437500 Penalty: 4513.140625
	Iteration 10Q: 3 clusters Score -984826.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -985178.500000 Penalty: 4513.140625
	Iteration 11Q: 3 clusters Score -985178.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -985455.062500 Penalty: 4513.140625
	Iteration 12Q: 3 clusters Score -985455.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -985656.562500 Penalty: 4513.140625
	Iteration 13Q: 3 clusters Score -985656.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -985760.875000 Penalty: 4513.140625
	Iteration 14Q: 3 clusters Score -985760.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -985815.375000 Penalty: 4513.140625
	Iteration 15Q: 3 clusters Score -985815.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -985852.375000 Penalty: 4513.140625
	Iteration 16Q: 3 clusters Score -985852.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -985864.562500 Penalty: 4513.140625
	Iteration 17Q: 3 clusters Score -985864.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -985875.625000 Penalty: 4513.140625
	Iteration 18Q: 3 clusters Score -985875.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -985883.750000 Penalty: 4513.140625
	Iteration 19Q: 3 clusters Score -985883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -985915.250000 Penalty: 4513.140625
	Iteration 20F: 3 clusters Score -985915.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -985936.500000 Penalty: 4513.140625
	Iteration 21Q: 3 clusters Score -985936.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -985947.375000 Penalty: 4513.140625
	Iteration 22Q: 3 clusters Score -985947.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -985954.375000 Penalty: 4513.140625
	Iteration 23Q: 3 clusters Score -985954.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -985957.062500 Penalty: 4513.140625
	Iteration 24Q: 3 clusters Score -985957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -985962.187500 Penalty: 4513.140625
	Iteration 25Q: 3 clusters Score -985962.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -985963.562500 Penalty: 4513.140625
	Iteration 26Q: 3 clusters Score -985963.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -985965.875000 Penalty: 4513.140625
	Iteration 27Q: 3 clusters Score -985965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -985965.875000 Penalty: 4513.140625
	Iteration 28Q: 3 clusters Score -985965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -985966.000000 Penalty: 4513.140625
	Iteration 29Q: 3 clusters Score -985966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -985967.375000 Penalty: 4513.140625
	Iteration 30Q: 3 clusters Score -985967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -985971.562500 Penalty: 4513.140625
	Iteration 31Q: 3 clusters Score -985971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -985970.375000 Penalty: 4513.140625
	Iteration 32Q: 3 clusters Score -985970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -985970.250000 Penalty: 4513.140625
	Iteration 33Q: 3 clusters Score -985970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -985970.437500 Penalty: 4513.140625
	Iteration 34Q: 3 clusters Score -985970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -985970.437500 Penalty: 4513.140625
	Iteration 35F: 3 clusters Score -985970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (96208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Entering Unmasked Estep 
Score: -11374457.000000 Penalty: 2845.618408
	Iteration 0F: 2 clusters Score -1.137446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -11310124.000000 Penalty: 5691.236816
	Iteration 0F: 3 clusters Score -1.131012e+07 nChanged 45374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -11336648.000000 Penalty: 5691.236816
	Iteration 1F: 3 clusters Score -1.133665e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -11338093.000000 Penalty: 5691.236816
	Iteration 2Q: 3 clusters Score -1.133809e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -11340353.000000 Penalty: 5691.236816
	Iteration 3Q: 3 clusters Score -1.134035e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -11343766.000000 Penalty: 5691.236816
	Iteration 4F: 3 clusters Score -1.134377e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63418 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -11348574.000000 Penalty: 5691.236816
	Iteration 5F: 3 clusters Score -1.134857e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -11354537.000000 Penalty: 5691.236816
	Iteration 6F: 3 clusters Score -1.135454e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -11360125.000000 Penalty: 5691.236816
	Iteration 7F: 3 clusters Score -1.136012e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -11364074.000000 Penalty: 5691.236816
	Iteration 8Q: 3 clusters Score -1.136407e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -11366016.000000 Penalty: 5691.236816
	Iteration 9Q: 3 clusters Score -1.136602e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -11366825.000000 Penalty: 5691.236816
	Iteration 10Q: 3 clusters Score -1.136682e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81140 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -11367328.000000 Penalty: 5691.236816
	Iteration 11Q: 3 clusters Score -1.136733e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -11367770.000000 Penalty: 5691.236816
	Iteration 12Q: 3 clusters Score -1.136777e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -11368144.000000 Penalty: 5691.236816
	Iteration 13Q: 3 clusters Score -1.136814e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -11368505.000000 Penalty: 5691.236816
	Iteration 14Q: 3 clusters Score -1.13685e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -11368804.000000 Penalty: 5691.236816
	Iteration 15Q: 3 clusters Score -1.13688e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -11369074.000000 Penalty: 5691.236816
	Iteration 16Q: 3 clusters Score -1.136907e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -11369324.000000 Penalty: 5691.236816
	Iteration 17Q: 3 clusters Score -1.136932e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -11369615.000000 Penalty: 5691.236816
	Iteration 18Q: 3 clusters Score -1.136962e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -11369903.000000 Penalty: 5691.236816
	Iteration 19Q: 3 clusters Score -1.13699e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -11370202.000000 Penalty: 5691.236816
	Iteration 20F: 3 clusters Score -1.13702e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89740 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -11370502.000000 Penalty: 5691.236816
	Iteration 21Q: 3 clusters Score -1.13705e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -11370673.000000 Penalty: 5691.236816
	Iteration 22Q: 3 clusters Score -1.137067e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -11370877.000000 Penalty: 5691.236816
	Iteration 23Q: 3 clusters Score -1.137088e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -11371052.000000 Penalty: 5691.236816
	Iteration 24Q: 3 clusters Score -1.137105e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91824 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -11371194.000000 Penalty: 5691.236816
	Iteration 25Q: 3 clusters Score -1.137119e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -11371371.000000 Penalty: 5691.236816
	Iteration 26Q: 3 clusters Score -1.137137e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -11371522.000000 Penalty: 5691.236816
	Iteration 27Q: 3 clusters Score -1.137152e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92899 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -11371601.000000 Penalty: 5691.236816
	Iteration 28Q: 3 clusters Score -1.13716e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -11371696.000000 Penalty: 5691.236816
	Iteration 29Q: 3 clusters Score -1.13717e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -11371769.000000 Penalty: 5691.236816
	Iteration 30Q: 3 clusters Score -1.137177e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -11371831.000000 Penalty: 5691.236816
	Iteration 31Q: 3 clusters Score -1.137183e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93728 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -11371882.000000 Penalty: 5691.236816
	Iteration 32Q: 3 clusters Score -1.137188e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11371921.000000 Penalty: 5691.236816
	Iteration 33Q: 3 clusters Score -1.137192e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -11371991.000000 Penalty: 5691.236816
	Iteration 34Q: 3 clusters Score -1.137199e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11372029.000000 Penalty: 5691.236816
	Iteration 35Q: 3 clusters Score -1.137203e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94207 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11372062.000000 Penalty: 5691.236816
	Iteration 36Q: 3 clusters Score -1.137206e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94298 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -11372052.000000 Penalty: 5691.236816
	Iteration 37Q: 3 clusters Score -1.137205e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11372121.000000 Penalty: 5691.236816
	Iteration 38Q: 3 clusters Score -1.137212e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94464 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -11372114.000000 Penalty: 5691.236816
	Iteration 39Q: 3 clusters Score -1.137211e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94537 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11372141.000000 Penalty: 5691.236816
	Iteration 40F: 3 clusters Score -1.137214e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -11372164.000000 Penalty: 5691.236816
	Iteration 41Q: 3 clusters Score -1.137216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11372209.000000 Penalty: 5691.236816
	Iteration 42Q: 3 clusters Score -1.137221e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11372203.000000 Penalty: 5691.236816
	Iteration 43Q: 3 clusters Score -1.13722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11372205.000000 Penalty: 5691.236816
	Iteration 44Q: 3 clusters Score -1.13722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11372219.000000 Penalty: 5691.236816
	Iteration 45Q: 3 clusters Score -1.137222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94723 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11372221.000000 Penalty: 5691.236816
	Iteration 46Q: 3 clusters Score -1.137222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -11372222.000000 Penalty: 5691.236816
	Iteration 47Q: 3 clusters Score -1.137222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11372226.000000 Penalty: 5691.236816
	Iteration 48Q: 3 clusters Score -1.137223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -11372238.000000 Penalty: 5691.236816
	Iteration 49Q: 3 clusters Score -1.137224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94756 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11372239.000000 Penalty: 5691.236816
	Iteration 50Q: 3 clusters Score -1.137224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11372246.000000 Penalty: 5691.236816
	Iteration 51Q: 3 clusters Score -1.137225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11372257.000000 Penalty: 5691.236816
	Iteration 52Q: 3 clusters Score -1.137226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11372250.000000 Penalty: 5691.236816
	Iteration 53Q: 3 clusters Score -1.137225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11372257.000000 Penalty: 5691.236816
	Iteration 54Q: 3 clusters Score -1.137226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11372256.000000 Penalty: 5691.236816
	Iteration 55Q: 3 clusters Score -1.137226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -11372261.000000 Penalty: 5691.236816
	Iteration 56Q: 3 clusters Score -1.137226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11372270.000000 Penalty: 5691.236816
	Iteration 57Q: 3 clusters Score -1.137227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11372277.000000 Penalty: 5691.236816
	Iteration 58Q: 3 clusters Score -1.137228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94864 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11372295.000000 Penalty: 5691.236816
	Iteration 59Q: 3 clusters Score -1.13723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11372302.000000 Penalty: 5691.236816
	Iteration 60F: 3 clusters Score -1.13723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11372312.000000 Penalty: 5691.236816
	Iteration 61Q: 3 clusters Score -1.137231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11372304.000000 Penalty: 5691.236816
	Iteration 62Q: 3 clusters Score -1.13723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -11372306.000000 Penalty: 5691.236816
	Iteration 63Q: 3 clusters Score -1.137231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11372307.000000 Penalty: 5691.236816
	Iteration 64Q: 3 clusters Score -1.137231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94888 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11372307.000000 Penalty: 5691.236816
	Iteration 65F: 3 clusters Score -1.137231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Entering Unmasked Estep 
Score: -2670776.500000 Penalty: 2493.492188
	Iteration 0F: 2 clusters Score -2670776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2654651.000000 Penalty: 4986.984375
	Iteration 0F: 3 clusters Score -2654651 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2660016.500000 Penalty: 4986.984375
	Iteration 1F: 3 clusters Score -2660016 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2660448.500000 Penalty: 4986.984375
	Iteration 2F: 3 clusters Score -2660448 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2660809.750000 Penalty: 4986.984375
	Iteration 3Q: 3 clusters Score -2660810 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2661199.500000 Penalty: 4986.984375
	Iteration 4Q: 3 clusters Score -2661200 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2661709.750000 Penalty: 4986.984375
	Iteration 5Q: 3 clusters Score -2661710 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2662384.000000 Penalty: 4986.984375
	Iteration 6F: 3 clusters Score -2662384 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2663325.750000 Penalty: 4986.984375
	Iteration 7F: 3 clusters Score -2663326 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2664485.500000 Penalty: 4986.984375
	Iteration 8F: 3 clusters Score -2664486 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2665582.250000 Penalty: 4986.984375
	Iteration 9F: 3 clusters Score -2665582 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2666373.750000 Penalty: 4986.984375
	Iteration 10Q: 3 clusters Score -2666374 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2667001.750000 Penalty: 4986.984375
	Iteration 11Q: 3 clusters Score -2667002 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2667491.750000 Penalty: 4986.984375
	Iteration 12Q: 3 clusters Score -2667492 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2667859.000000 Penalty: 4986.984375
	Iteration 13Q: 3 clusters Score -2667859 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2668084.250000 Penalty: 4986.984375
	Iteration 14Q: 3 clusters Score -2668084 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2668246.000000 Penalty: 4986.984375
	Iteration 15Q: 3 clusters Score -2668246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2668338.250000 Penalty: 4986.984375
	Iteration 16Q: 3 clusters Score -2668338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2668399.500000 Penalty: 4986.984375
	Iteration 17Q: 3 clusters Score -2668400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2668453.750000 Penalty: 4986.984375
	Iteration 18Q: 3 clusters Score -2668454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2668494.500000 Penalty: 4986.984375
	Iteration 19Q: 3 clusters Score -2668494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2668521.750000 Penalty: 4986.984375
	Iteration 20F: 3 clusters Score -2668522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2668536.250000 Penalty: 4986.984375
	Iteration 21Q: 3 clusters Score -2668536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2668550.500000 Penalty: 4986.984375
	Iteration 22Q: 3 clusters Score -2668550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2668568.250000 Penalty: 4986.984375
	Iteration 23Q: 3 clusters Score -2668568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2668587.750000 Penalty: 4986.984375
	Iteration 24Q: 3 clusters Score -2668588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2668606.500000 Penalty: 4986.984375
	Iteration 25Q: 3 clusters Score -2668606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2668616.500000 Penalty: 4986.984375
	Iteration 26Q: 3 clusters Score -2668616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2668629.500000 Penalty: 4986.984375
	Iteration 27Q: 3 clusters Score -2668630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2668639.750000 Penalty: 4986.984375
	Iteration 28Q: 3 clusters Score -2668640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2668657.750000 Penalty: 4986.984375
	Iteration 29Q: 3 clusters Score -2668658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2668663.500000 Penalty: 4986.984375
	Iteration 30Q: 3 clusters Score -2668664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2668665.750000 Penalty: 4986.984375
	Iteration 31Q: 3 clusters Score -2668666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2668668.250000 Penalty: 4986.984375
	Iteration 32Q: 3 clusters Score -2668668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2668675.000000 Penalty: 4986.984375
	Iteration 33Q: 3 clusters Score -2668675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2668675.500000 Penalty: 4986.984375
	Iteration 34Q: 3 clusters Score -2668676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2668680.500000 Penalty: 4986.984375
	Iteration 35Q: 3 clusters Score -2668680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2668682.250000 Penalty: 4986.984375
	Iteration 36Q: 3 clusters Score -2668682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2668682.250000 Penalty: 4986.984375
	Iteration 37F: 3 clusters Score -2668682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Entering Unmasked Estep 
Score: -1732850.625000 Penalty: 2363.879395
	Iteration 0F: 2 clusters Score -1732851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1722717.875000 Penalty: 4727.758789
	Iteration 0F: 3 clusters Score -1722718 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1725824.250000 Penalty: 4727.758789
	Iteration 1F: 3 clusters Score -1725824 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1726181.250000 Penalty: 4727.758789
	Iteration 2F: 3 clusters Score -1726181 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1726416.750000 Penalty: 4727.758789
	Iteration 3Q: 3 clusters Score -1726417 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1726594.625000 Penalty: 4727.758789
	Iteration 4Q: 3 clusters Score -1726595 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1726724.000000 Penalty: 4727.758789
	Iteration 5Q: 3 clusters Score -1726724 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1726818.875000 Penalty: 4727.758789
	Iteration 6Q: 3 clusters Score -1726819 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1726918.250000 Penalty: 4727.758789
	Iteration 7Q: 3 clusters Score -1726918 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1727011.000000 Penalty: 4727.758789
	Iteration 8Q: 3 clusters Score -1727011 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1727099.000000 Penalty: 4727.758789
	Iteration 9Q: 3 clusters Score -1727099 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1727198.125000 Penalty: 4727.758789
	Iteration 10Q: 3 clusters Score -1727198 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1727297.625000 Penalty: 4727.758789
	Iteration 11Q: 3 clusters Score -1727298 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1727425.750000 Penalty: 4727.758789
	Iteration 12Q: 3 clusters Score -1727426 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1727585.875000 Penalty: 4727.758789
	Iteration 13Q: 3 clusters Score -1727586 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1727786.750000 Penalty: 4727.758789
	Iteration 14Q: 3 clusters Score -1727787 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1728060.750000 Penalty: 4727.758789
	Iteration 15Q: 3 clusters Score -1728061 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1728395.375000 Penalty: 4727.758789
	Iteration 16Q: 3 clusters Score -1728395 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1728791.625000 Penalty: 4727.758789
	Iteration 17Q: 3 clusters Score -1728792 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1729197.000000 Penalty: 4727.758789
	Iteration 18Q: 3 clusters Score -1729197 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1729576.250000 Penalty: 4727.758789
	Iteration 19Q: 3 clusters Score -1729576 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1729843.875000 Penalty: 4727.758789
	Iteration 20F: 3 clusters Score -1729844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1730041.000000 Penalty: 4727.758789
	Iteration 21Q: 3 clusters Score -1730041 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1730176.875000 Penalty: 4727.758789
	Iteration 22Q: 3 clusters Score -1730177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1730276.000000 Penalty: 4727.758789
	Iteration 23Q: 3 clusters Score -1730276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1730367.250000 Penalty: 4727.758789
	Iteration 24Q: 3 clusters Score -1730367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1730448.500000 Penalty: 4727.758789
	Iteration 25Q: 3 clusters Score -1730448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1730532.125000 Penalty: 4727.758789
	Iteration 26Q: 3 clusters Score -1730532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1730588.625000 Penalty: 4727.758789
	Iteration 27Q: 3 clusters Score -1730589 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1730624.625000 Penalty: 4727.758789
	Iteration 28Q: 3 clusters Score -1730625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1730644.750000 Penalty: 4727.758789
	Iteration 29Q: 3 clusters Score -1730645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1730661.625000 Penalty: 4727.758789
	Iteration 30Q: 3 clusters Score -1730662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1730674.750000 Penalty: 4727.758789
	Iteration 31Q: 3 clusters Score -1730675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1730685.625000 Penalty: 4727.758789
	Iteration 32Q: 3 clusters Score -1730686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1730695.750000 Penalty: 4727.758789
	Iteration 33Q: 3 clusters Score -1730696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1730706.750000 Penalty: 4727.758789
	Iteration 34Q: 3 clusters Score -1730707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1730719.625000 Penalty: 4727.758789
	Iteration 35Q: 3 clusters Score -1730720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1730729.500000 Penalty: 4727.758789
	Iteration 36Q: 3 clusters Score -1730730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1730734.625000 Penalty: 4727.758789
	Iteration 37Q: 3 clusters Score -1730735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1730740.125000 Penalty: 4727.758789
	Iteration 38Q: 3 clusters Score -1730740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1730749.500000 Penalty: 4727.758789
	Iteration 39Q: 3 clusters Score -1730750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1730755.750000 Penalty: 4727.758789
	Iteration 40F: 3 clusters Score -1730756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1730760.125000 Penalty: 4727.758789
	Iteration 41Q: 3 clusters Score -1730760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1730764.500000 Penalty: 4727.758789
	Iteration 42Q: 3 clusters Score -1730764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1730766.625000 Penalty: 4727.758789
	Iteration 43Q: 3 clusters Score -1730767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1730773.000000 Penalty: 4727.758789
	Iteration 44Q: 3 clusters Score -1730773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1730780.125000 Penalty: 4727.758789
	Iteration 45Q: 3 clusters Score -1730780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1730782.750000 Penalty: 4727.758789
	Iteration 46Q: 3 clusters Score -1730783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1730785.250000 Penalty: 4727.758789
	Iteration 47Q: 3 clusters Score -1730785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1730786.750000 Penalty: 4727.758789
	Iteration 48Q: 3 clusters Score -1730787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1730790.375000 Penalty: 4727.758789
	Iteration 49Q: 3 clusters Score -1730790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1730790.375000 Penalty: 4727.758789
	Iteration 50F: 3 clusters Score -1730790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Entering Unmasked Estep 
Score: -2511575.500000 Penalty: 2455.965820
	Iteration 0F: 2 clusters Score -2511576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2497547.750000 Penalty: 4911.931641
	Iteration 0F: 3 clusters Score -2497548 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2502327.500000 Penalty: 4911.931641
	Iteration 1F: 3 clusters Score -2502328 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2502676.750000 Penalty: 4911.931641
	Iteration 2Q: 3 clusters Score -2502677 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2502976.750000 Penalty: 4911.931641
	Iteration 3Q: 3 clusters Score -2502977 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2503285.750000 Penalty: 4911.931641
	Iteration 4Q: 3 clusters Score -2503286 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2503671.250000 Penalty: 4911.931641
	Iteration 5Q: 3 clusters Score -2503671 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2504158.750000 Penalty: 4911.931641
	Iteration 6Q: 3 clusters Score -2504159 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2504804.000000 Penalty: 4911.931641
	Iteration 7F: 3 clusters Score -2504804 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2505589.750000 Penalty: 4911.931641
	Iteration 8F: 3 clusters Score -2505590 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2506544.500000 Penalty: 4911.931641
	Iteration 9F: 3 clusters Score -2506544 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2507514.000000 Penalty: 4911.931641
	Iteration 10F: 3 clusters Score -2507514 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2508289.250000 Penalty: 4911.931641
	Iteration 11Q: 3 clusters Score -2508289 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2508773.750000 Penalty: 4911.931641
	Iteration 12Q: 3 clusters Score -2508774 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2509051.500000 Penalty: 4911.931641
	Iteration 13Q: 3 clusters Score -2509052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2509180.750000 Penalty: 4911.931641
	Iteration 14Q: 3 clusters Score -2509181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2509250.750000 Penalty: 4911.931641
	Iteration 15Q: 3 clusters Score -2509251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2509292.500000 Penalty: 4911.931641
	Iteration 16Q: 3 clusters Score -2509292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2509325.250000 Penalty: 4911.931641
	Iteration 17Q: 3 clusters Score -2509325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2509342.750000 Penalty: 4911.931641
	Iteration 18Q: 3 clusters Score -2509343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2509355.750000 Penalty: 4911.931641
	Iteration 19Q: 3 clusters Score -2509356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2509364.750000 Penalty: 4911.931641
	Iteration 20F: 3 clusters Score -2509365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2509370.500000 Penalty: 4911.931641
	Iteration 21Q: 3 clusters Score -2509370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2509379.000000 Penalty: 4911.931641
	Iteration 22Q: 3 clusters Score -2509379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2509388.500000 Penalty: 4911.931641
	Iteration 23Q: 3 clusters Score -2509388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2509393.250000 Penalty: 4911.931641
	Iteration 24Q: 3 clusters Score -2509393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2509396.750000 Penalty: 4911.931641
	Iteration 25Q: 3 clusters Score -2509397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2509396.750000 Penalty: 4911.931641
	Iteration 26F: 3 clusters Score -2509397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Entering Unmasked Estep 
Score: -6867441.000000 Penalty: 2730.410645
	Iteration 0F: 2 clusters Score -6867441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -6827352.500000 Penalty: 5460.821289
	Iteration 0F: 3 clusters Score -6827352 nChanged 27949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -6843302.000000 Penalty: 5460.821289
	Iteration 1F: 3 clusters Score -6843302 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -6844498.500000 Penalty: 5460.821289
	Iteration 2F: 3 clusters Score -6844498 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -6846003.000000 Penalty: 5460.821289
	Iteration 3F: 3 clusters Score -6846003 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -6847876.500000 Penalty: 5460.821289
	Iteration 4F: 3 clusters Score -6847876 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -6849994.000000 Penalty: 5460.821289
	Iteration 5F: 3 clusters Score -6849994 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -6852332.000000 Penalty: 5460.821289
	Iteration 6F: 3 clusters Score -6852332 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -6854804.000000 Penalty: 5460.821289
	Iteration 7F: 3 clusters Score -6854804 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -6857221.500000 Penalty: 5460.821289
	Iteration 8F: 3 clusters Score -6857222 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -6859411.000000 Penalty: 5460.821289
	Iteration 9Q: 3 clusters Score -6859411 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -6861091.500000 Penalty: 5460.821289
	Iteration 10Q: 3 clusters Score -6861092 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6861978.000000 Penalty: 5460.821289
	Iteration 11Q: 3 clusters Score -6861978 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6862486.000000 Penalty: 5460.821289
	Iteration 12Q: 3 clusters Score -6862486 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -6862759.000000 Penalty: 5460.821289
	Iteration 13Q: 3 clusters Score -6862759 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -6862938.000000 Penalty: 5460.821289
	Iteration 14Q: 3 clusters Score -6862938 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -6863070.000000 Penalty: 5460.821289
	Iteration 15Q: 3 clusters Score -6863070 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -6863169.500000 Penalty: 5460.821289
	Iteration 16Q: 3 clusters Score -6863170 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6863254.000000 Penalty: 5460.821289
	Iteration 17Q: 3 clusters Score -6863254 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -6863353.000000 Penalty: 5460.821289
	Iteration 18Q: 3 clusters Score -6863353 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -6863459.000000 Penalty: 5460.821289
	Iteration 19Q: 3 clusters Score -6863459 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -6863498.000000 Penalty: 5460.821289
	Iteration 20F: 3 clusters Score -6863498 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -6863542.500000 Penalty: 5460.821289
	Iteration 21Q: 3 clusters Score -6863542 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -6863624.000000 Penalty: 5460.821289
	Iteration 22Q: 3 clusters Score -6863624 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -6863674.000000 Penalty: 5460.821289
	Iteration 23Q: 3 clusters Score -6863674 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -6863727.000000 Penalty: 5460.821289
	Iteration 24Q: 3 clusters Score -6863727 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -6863816.500000 Penalty: 5460.821289
	Iteration 25Q: 3 clusters Score -6863816 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -6863906.000000 Penalty: 5460.821289
	Iteration 26Q: 3 clusters Score -6863906 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -6863976.500000 Penalty: 5460.821289
	Iteration 27Q: 3 clusters Score -6863976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -6864048.000000 Penalty: 5460.821289
	Iteration 28Q: 3 clusters Score -6864048 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -6864088.500000 Penalty: 5460.821289
	Iteration 29Q: 3 clusters Score -6864088 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -6864195.500000 Penalty: 5460.821289
	Iteration 30Q: 3 clusters Score -6864196 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -6864255.000000 Penalty: 5460.821289
	Iteration 31Q: 3 clusters Score -6864255 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -6864318.000000 Penalty: 5460.821289
	Iteration 32Q: 3 clusters Score -6864318 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -6864315.500000 Penalty: 5460.821289
	Iteration 33Q: 3 clusters Score -6864316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -6864366.000000 Penalty: 5460.821289
	Iteration 34Q: 3 clusters Score -6864366 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6864384.500000 Penalty: 5460.821289
	Iteration 35Q: 3 clusters Score -6864384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -6864395.500000 Penalty: 5460.821289
	Iteration 36Q: 3 clusters Score -6864396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6864404.500000 Penalty: 5460.821289
	Iteration 37Q: 3 clusters Score -6864404 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6864440.000000 Penalty: 5460.821289
	Iteration 38Q: 3 clusters Score -6864440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -6864462.000000 Penalty: 5460.821289
	Iteration 39Q: 3 clusters Score -6864462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -6864488.500000 Penalty: 5460.821289
	Iteration 40F: 3 clusters Score -6864488 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6864487.000000 Penalty: 5460.821289
	Iteration 41Q: 3 clusters Score -6864487 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -6864494.000000 Penalty: 5460.821289
	Iteration 42Q: 3 clusters Score -6864494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -6864495.000000 Penalty: 5460.821289
	Iteration 43Q: 3 clusters Score -6864495 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -6864488.500000 Penalty: 5460.821289
	Iteration 44Q: 3 clusters Score -6864488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -6864490.500000 Penalty: 5460.821289
	Iteration 45Q: 3 clusters Score -6864490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -6864487.000000 Penalty: 5460.821289
	Iteration 46Q: 3 clusters Score -6864487 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -6864479.500000 Penalty: 5460.821289
	Iteration 47Q: 3 clusters Score -6864480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -6864483.500000 Penalty: 5460.821289
	Iteration 48Q: 3 clusters Score -6864484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -6864498.000000 Penalty: 5460.821289
	Iteration 49Q: 3 clusters Score -6864498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6864493.000000 Penalty: 5460.821289
	Iteration 50Q: 3 clusters Score -6864493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -6864501.000000 Penalty: 5460.821289
	Iteration 51Q: 3 clusters Score -6864501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -6864499.000000 Penalty: 5460.821289
	Iteration 52Q: 3 clusters Score -6864499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6864495.000000 Penalty: 5460.821289
	Iteration 53Q: 3 clusters Score -6864495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6864498.000000 Penalty: 5460.821289
	Iteration 54Q: 3 clusters Score -6864498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -6864499.500000 Penalty: 5460.821289
	Iteration 55Q: 3 clusters Score -6864500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6864502.000000 Penalty: 5460.821289
	Iteration 56Q: 3 clusters Score -6864502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6864504.000000 Penalty: 5460.821289
	Iteration 57Q: 3 clusters Score -6864504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -6864503.500000 Penalty: 5460.821289
	Iteration 58Q: 3 clusters Score -6864504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6864507.500000 Penalty: 5460.821289
	Iteration 59Q: 3 clusters Score -6864508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -6864507.500000 Penalty: 5460.821289
	Iteration 60F: 3 clusters Score -6864508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -6864503.000000 Penalty: 5460.821289
	Iteration 61Q: 3 clusters Score -6864503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -6864501.500000 Penalty: 5460.821289
	Iteration 62Q: 3 clusters Score -6864502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6864500.000000 Penalty: 5460.821289
	Iteration 63Q: 3 clusters Score -6864500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -6864510.500000 Penalty: 5460.821289
	Iteration 64Q: 3 clusters Score -6864510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -6864505.000000 Penalty: 5460.821289
	Iteration 65Q: 3 clusters Score -6864505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -6864508.500000 Penalty: 5460.821289
	Iteration 66Q: 3 clusters Score -6864508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6864505.500000 Penalty: 5460.821289
	Iteration 67Q: 3 clusters Score -6864506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -6864505.500000 Penalty: 5460.821289
	Iteration 68F: 3 clusters Score -6864506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (28235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Entering Unmasked Estep 
Score: -3029353.750000 Penalty: 2541.582764
	Iteration 0F: 2 clusters Score -3029354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3009959.500000 Penalty: 5083.165527
	Iteration 0F: 3 clusters Score -3009960 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3016884.500000 Penalty: 5083.165527
	Iteration 1F: 3 clusters Score -3016884 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3017627.750000 Penalty: 5083.165527
	Iteration 2F: 3 clusters Score -3017628 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3018353.750000 Penalty: 5083.165527
	Iteration 3F: 3 clusters Score -3018354 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3019232.000000 Penalty: 5083.165527
	Iteration 4F: 3 clusters Score -3019232 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3020244.750000 Penalty: 5083.165527
	Iteration 5F: 3 clusters Score -3020245 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3021147.750000 Penalty: 5083.165527
	Iteration 6F: 3 clusters Score -3021148 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3021993.250000 Penalty: 5083.165527
	Iteration 7F: 3 clusters Score -3021993 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3022660.500000 Penalty: 5083.165527
	Iteration 8Q: 3 clusters Score -3022660 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3023168.250000 Penalty: 5083.165527
	Iteration 9Q: 3 clusters Score -3023168 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3023575.750000 Penalty: 5083.165527
	Iteration 10Q: 3 clusters Score -3023576 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -3023898.000000 Penalty: 5083.165527
	Iteration 11Q: 3 clusters Score -3023898 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3024175.000000 Penalty: 5083.165527
	Iteration 12Q: 3 clusters Score -3024175 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3024448.000000 Penalty: 5083.165527
	Iteration 13Q: 3 clusters Score -3024448 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3024663.750000 Penalty: 5083.165527
	Iteration 14Q: 3 clusters Score -3024664 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3024834.750000 Penalty: 5083.165527
	Iteration 15Q: 3 clusters Score -3024835 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3024959.000000 Penalty: 5083.165527
	Iteration 16Q: 3 clusters Score -3024959 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3025066.500000 Penalty: 5083.165527
	Iteration 17Q: 3 clusters Score -3025066 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3025151.250000 Penalty: 5083.165527
	Iteration 18Q: 3 clusters Score -3025151 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -3025211.000000 Penalty: 5083.165527
	Iteration 19Q: 3 clusters Score -3025211 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3025264.750000 Penalty: 5083.165527
	Iteration 20F: 3 clusters Score -3025265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3025303.250000 Penalty: 5083.165527
	Iteration 21Q: 3 clusters Score -3025303 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3025353.500000 Penalty: 5083.165527
	Iteration 22Q: 3 clusters Score -3025354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3025410.500000 Penalty: 5083.165527
	Iteration 23Q: 3 clusters Score -3025410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3025459.000000 Penalty: 5083.165527
	Iteration 24Q: 3 clusters Score -3025459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3025508.000000 Penalty: 5083.165527
	Iteration 25Q: 3 clusters Score -3025508 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3025574.750000 Penalty: 5083.165527
	Iteration 26Q: 3 clusters Score -3025575 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3025628.750000 Penalty: 5083.165527
	Iteration 27Q: 3 clusters Score -3025629 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3025684.250000 Penalty: 5083.165527
	Iteration 28Q: 3 clusters Score -3025684 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3025740.250000 Penalty: 5083.165527
	Iteration 29Q: 3 clusters Score -3025740 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3025806.250000 Penalty: 5083.165527
	Iteration 30Q: 3 clusters Score -3025806 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3025897.250000 Penalty: 5083.165527
	Iteration 31Q: 3 clusters Score -3025897 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3025996.250000 Penalty: 5083.165527
	Iteration 32Q: 3 clusters Score -3025996 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3026080.000000 Penalty: 5083.165527
	Iteration 33Q: 3 clusters Score -3026080 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3026137.750000 Penalty: 5083.165527
	Iteration 34Q: 3 clusters Score -3026138 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3026216.250000 Penalty: 5083.165527
	Iteration 35Q: 3 clusters Score -3026216 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -3026283.250000 Penalty: 5083.165527
	Iteration 36Q: 3 clusters Score -3026283 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3026338.750000 Penalty: 5083.165527
	Iteration 37Q: 3 clusters Score -3026339 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3026425.750000 Penalty: 5083.165527
	Iteration 38Q: 3 clusters Score -3026426 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3026501.500000 Penalty: 5083.165527
	Iteration 39Q: 3 clusters Score -3026502 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3026573.000000 Penalty: 5083.165527
	Iteration 40F: 3 clusters Score -3026573 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -3026646.500000 Penalty: 5083.165527
	Iteration 41Q: 3 clusters Score -3026646 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -3026730.750000 Penalty: 5083.165527
	Iteration 42Q: 3 clusters Score -3026731 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3026848.750000 Penalty: 5083.165527
	Iteration 43Q: 3 clusters Score -3026849 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3026971.750000 Penalty: 5083.165527
	Iteration 44Q: 3 clusters Score -3026972 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3027086.000000 Penalty: 5083.165527
	Iteration 45Q: 3 clusters Score -3027086 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3027181.000000 Penalty: 5083.165527
	Iteration 46Q: 3 clusters Score -3027181 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3027266.500000 Penalty: 5083.165527
	Iteration 47Q: 3 clusters Score -3027266 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3027347.500000 Penalty: 5083.165527
	Iteration 48Q: 3 clusters Score -3027348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -3027411.750000 Penalty: 5083.165527
	Iteration 49Q: 3 clusters Score -3027412 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3027488.250000 Penalty: 5083.165527
	Iteration 50Q: 3 clusters Score -3027488 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3027543.250000 Penalty: 5083.165527
	Iteration 51Q: 3 clusters Score -3027543 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3027587.250000 Penalty: 5083.165527
	Iteration 52Q: 3 clusters Score -3027587 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3027628.750000 Penalty: 5083.165527
	Iteration 53Q: 3 clusters Score -3027629 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3027659.000000 Penalty: 5083.165527
	Iteration 54Q: 3 clusters Score -3027659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3027703.250000 Penalty: 5083.165527
	Iteration 55Q: 3 clusters Score -3027703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3027740.500000 Penalty: 5083.165527
	Iteration 56Q: 3 clusters Score -3027740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3027763.250000 Penalty: 5083.165527
	Iteration 57Q: 3 clusters Score -3027763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3027775.500000 Penalty: 5083.165527
	Iteration 58Q: 3 clusters Score -3027776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3027790.750000 Penalty: 5083.165527
	Iteration 59Q: 3 clusters Score -3027791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3027800.750000 Penalty: 5083.165527
	Iteration 60F: 3 clusters Score -3027801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3027823.250000 Penalty: 5083.165527
	Iteration 61Q: 3 clusters Score -3027823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3027818.250000 Penalty: 5083.165527
	Iteration 62Q: 3 clusters Score -3027818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3027831.250000 Penalty: 5083.165527
	Iteration 63Q: 3 clusters Score -3027831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3027843.750000 Penalty: 5083.165527
	Iteration 64Q: 3 clusters Score -3027844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3027845.500000 Penalty: 5083.165527
	Iteration 65Q: 3 clusters Score -3027846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -3027845.000000 Penalty: 5083.165527
	Iteration 66Q: 3 clusters Score -3027845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3027854.250000 Penalty: 5083.165527
	Iteration 67Q: 3 clusters Score -3027854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -3027852.000000 Penalty: 5083.165527
	Iteration 68Q: 3 clusters Score -3027852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3027863.000000 Penalty: 5083.165527
	Iteration 69Q: 3 clusters Score -3027863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3027856.750000 Penalty: 5083.165527
	Iteration 70Q: 3 clusters Score -3027857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -3027853.500000 Penalty: 5083.165527
	Iteration 71Q: 3 clusters Score -3027854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3027854.750000 Penalty: 5083.165527
	Iteration 72Q: 3 clusters Score -3027855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3027860.000000 Penalty: 5083.165527
	Iteration 73Q: 3 clusters Score -3027860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3027865.250000 Penalty: 5083.165527
	Iteration 74Q: 3 clusters Score -3027865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3027866.250000 Penalty: 5083.165527
	Iteration 75Q: 3 clusters Score -3027866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3027880.000000 Penalty: 5083.165527
	Iteration 76Q: 3 clusters Score -3027880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3027880.500000 Penalty: 5083.165527
	Iteration 77Q: 3 clusters Score -3027880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3027886.000000 Penalty: 5083.165527
	Iteration 78Q: 3 clusters Score -3027886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3027890.000000 Penalty: 5083.165527
	Iteration 79Q: 3 clusters Score -3027890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3027894.750000 Penalty: 5083.165527
	Iteration 80F: 3 clusters Score -3027895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3027897.000000 Penalty: 5083.165527
	Iteration 81Q: 3 clusters Score -3027897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -3027899.750000 Penalty: 5083.165527
	Iteration 82Q: 3 clusters Score -3027900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3027899.000000 Penalty: 5083.165527
	Iteration 83Q: 3 clusters Score -3027899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3027899.500000 Penalty: 5083.165527
	Iteration 84Q: 3 clusters Score -3027900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3027901.500000 Penalty: 5083.165527
	Iteration 85Q: 3 clusters Score -3027902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3027904.250000 Penalty: 5083.165527
	Iteration 86Q: 3 clusters Score -3027904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3027900.750000 Penalty: 5083.165527
	Iteration 87Q: 3 clusters Score -3027901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3027899.000000 Penalty: 5083.165527
	Iteration 88Q: 3 clusters Score -3027899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3027903.000000 Penalty: 5083.165527
	Iteration 89Q: 3 clusters Score -3027903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3027901.750000 Penalty: 5083.165527
	Iteration 90Q: 3 clusters Score -3027902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -3027904.000000 Penalty: 5083.165527
	Iteration 91Q: 3 clusters Score -3027904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3027906.000000 Penalty: 5083.165527
	Iteration 92Q: 3 clusters Score -3027906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3027902.500000 Penalty: 5083.165527
	Iteration 93Q: 3 clusters Score -3027902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3027902.500000 Penalty: 5083.165527
	Iteration 94F: 3 clusters Score -3027902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Entering Unmasked Estep 
Score: -726846.062500 Penalty: 2194.572754
	Iteration 0F: 2 clusters Score -726846.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -721086.562500 Penalty: 4389.145508
	Iteration 0F: 3 clusters Score -721086.6 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -722811.687500 Penalty: 4389.145508
	Iteration 1F: 3 clusters Score -722811.7 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -723180.312500 Penalty: 4389.145508
	Iteration 2F: 3 clusters Score -723180.3 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -723472.937500 Penalty: 4389.145508
	Iteration 3F: 3 clusters Score -723472.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -723743.437500 Penalty: 4389.145508
	Iteration 4F: 3 clusters Score -723743.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -723971.062500 Penalty: 4389.145508
	Iteration 5F: 3 clusters Score -723971.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -724146.937500 Penalty: 4389.145508
	Iteration 6Q: 3 clusters Score -724146.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -724281.437500 Penalty: 4389.145508
	Iteration 7Q: 3 clusters Score -724281.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -724393.375000 Penalty: 4389.145508
	Iteration 8Q: 3 clusters Score -724393.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -724479.562500 Penalty: 4389.145508
	Iteration 9Q: 3 clusters Score -724479.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -724544.687500 Penalty: 4389.145508
	Iteration 10Q: 3 clusters Score -724544.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -724601.687500 Penalty: 4389.145508
	Iteration 11Q: 3 clusters Score -724601.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -724651.875000 Penalty: 4389.145508
	Iteration 12Q: 3 clusters Score -724651.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -724698.875000 Penalty: 4389.145508
	Iteration 13Q: 3 clusters Score -724698.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -724743.062500 Penalty: 4389.145508
	Iteration 14Q: 3 clusters Score -724743.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -724778.687500 Penalty: 4389.145508
	Iteration 15Q: 3 clusters Score -724778.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -724808.062500 Penalty: 4389.145508
	Iteration 16Q: 3 clusters Score -724808.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -724828.937500 Penalty: 4389.145508
	Iteration 17Q: 3 clusters Score -724828.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -724846.187500 Penalty: 4389.145508
	Iteration 18Q: 3 clusters Score -724846.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -724864.562500 Penalty: 4389.145508
	Iteration 19Q: 3 clusters Score -724864.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -724879.000000 Penalty: 4389.145508
	Iteration 20F: 3 clusters Score -724879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -724901.625000 Penalty: 4389.145508
	Iteration 21Q: 3 clusters Score -724901.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -724929.500000 Penalty: 4389.145508
	Iteration 22Q: 3 clusters Score -724929.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -724949.000000 Penalty: 4389.145508
	Iteration 23Q: 3 clusters Score -724949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -724969.250000 Penalty: 4389.145508
	Iteration 24Q: 3 clusters Score -724969.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -724988.187500 Penalty: 4389.145508
	Iteration 25Q: 3 clusters Score -724988.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -725012.500000 Penalty: 4389.145508
	Iteration 26Q: 3 clusters Score -725012.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -725046.437500 Penalty: 4389.145508
	Iteration 27Q: 3 clusters Score -725046.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -725081.062500 Penalty: 4389.145508
	Iteration 28Q: 3 clusters Score -725081.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -725110.625000 Penalty: 4389.145508
	Iteration 29Q: 3 clusters Score -725110.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -725141.187500 Penalty: 4389.145508
	Iteration 30Q: 3 clusters Score -725141.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -725174.375000 Penalty: 4389.145508
	Iteration 31Q: 3 clusters Score -725174.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -725211.625000 Penalty: 4389.145508
	Iteration 32Q: 3 clusters Score -725211.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -725253.750000 Penalty: 4389.145508
	Iteration 33Q: 3 clusters Score -725253.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -725294.875000 Penalty: 4389.145508
	Iteration 34Q: 3 clusters Score -725294.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -725354.125000 Penalty: 4389.145508
	Iteration 35Q: 3 clusters Score -725354.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -725411.250000 Penalty: 4389.145508
	Iteration 36Q: 3 clusters Score -725411.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -725471.000000 Penalty: 4389.145508
	Iteration 37Q: 3 clusters Score -725471 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -725523.812500 Penalty: 4389.145508
	Iteration 38Q: 3 clusters Score -725523.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -725584.125000 Penalty: 4389.145508
	Iteration 39Q: 3 clusters Score -725584.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -725649.062500 Penalty: 4389.145508
	Iteration 40F: 3 clusters Score -725649.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -725698.875000 Penalty: 4389.145508
	Iteration 41Q: 3 clusters Score -725698.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -725736.062500 Penalty: 4389.145508
	Iteration 42Q: 3 clusters Score -725736.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -725772.812500 Penalty: 4389.145508
	Iteration 43Q: 3 clusters Score -725772.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -725805.187500 Penalty: 4389.145508
	Iteration 44Q: 3 clusters Score -725805.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -725834.750000 Penalty: 4389.145508
	Iteration 45Q: 3 clusters Score -725834.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -725866.687500 Penalty: 4389.145508
	Iteration 46Q: 3 clusters Score -725866.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -725900.812500 Penalty: 4389.145508
	Iteration 47Q: 3 clusters Score -725900.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -725935.000000 Penalty: 4389.145508
	Iteration 48Q: 3 clusters Score -725935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -725971.437500 Penalty: 4389.145508
	Iteration 49Q: 3 clusters Score -725971.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -726022.750000 Penalty: 4389.145508
	Iteration 50Q: 3 clusters Score -726022.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -726057.375000 Penalty: 4389.145508
	Iteration 51Q: 3 clusters Score -726057.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -726077.000000 Penalty: 4389.145508
	Iteration 52Q: 3 clusters Score -726077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -726085.687500 Penalty: 4389.145508
	Iteration 53Q: 3 clusters Score -726085.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -726094.250000 Penalty: 4389.145508
	Iteration 54Q: 3 clusters Score -726094.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -726109.187500 Penalty: 4389.145508
	Iteration 55Q: 3 clusters Score -726109.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -726117.125000 Penalty: 4389.145508
	Iteration 56Q: 3 clusters Score -726117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -726124.937500 Penalty: 4389.145508
	Iteration 57Q: 3 clusters Score -726124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -726132.812500 Penalty: 4389.145508
	Iteration 58Q: 3 clusters Score -726132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -726141.000000 Penalty: 4389.145508
	Iteration 59Q: 3 clusters Score -726141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -726151.562500 Penalty: 4389.145508
	Iteration 60F: 3 clusters Score -726151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -726159.875000 Penalty: 4389.145508
	Iteration 61Q: 3 clusters Score -726159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -726168.250000 Penalty: 4389.145508
	Iteration 62Q: 3 clusters Score -726168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -726171.687500 Penalty: 4389.145508
	Iteration 63Q: 3 clusters Score -726171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -726173.625000 Penalty: 4389.145508
	Iteration 64Q: 3 clusters Score -726173.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -726175.437500 Penalty: 4389.145508
	Iteration 65Q: 3 clusters Score -726175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -726180.250000 Penalty: 4389.145508
	Iteration 66Q: 3 clusters Score -726180.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -726187.125000 Penalty: 4389.145508
	Iteration 67Q: 3 clusters Score -726187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -726189.125000 Penalty: 4389.145508
	Iteration 68Q: 3 clusters Score -726189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -726191.875000 Penalty: 4389.145508
	Iteration 69Q: 3 clusters Score -726191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -726193.875000 Penalty: 4389.145508
	Iteration 70Q: 3 clusters Score -726193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -726198.625000 Penalty: 4389.145508
	Iteration 71Q: 3 clusters Score -726198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -726200.875000 Penalty: 4389.145508
	Iteration 72Q: 3 clusters Score -726200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -726207.750000 Penalty: 4389.145508
	Iteration 73Q: 3 clusters Score -726207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -726208.625000 Penalty: 4389.145508
	Iteration 74Q: 3 clusters Score -726208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -726208.625000 Penalty: 4389.145508
	Iteration 75F: 3 clusters Score -726208.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Entering Unmasked Estep 
Score: -3952062.750000 Penalty: 2610.587158
	Iteration 0F: 2 clusters Score -3952063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3926766.250000 Penalty: 5221.174316
	Iteration 0F: 3 clusters Score -3926766 nChanged 17049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3936604.750000 Penalty: 5221.174316
	Iteration 1F: 3 clusters Score -3936605 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3937704.000000 Penalty: 5221.174316
	Iteration 2F: 3 clusters Score -3937704 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -3938988.000000 Penalty: 5221.174316
	Iteration 3F: 3 clusters Score -3938988 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -3940413.750000 Penalty: 5221.174316
	Iteration 4F: 3 clusters Score -3940414 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3941968.000000 Penalty: 5221.174316
	Iteration 5F: 3 clusters Score -3941968 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3943525.250000 Penalty: 5221.174316
	Iteration 6F: 3 clusters Score -3943525 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3944938.000000 Penalty: 5221.174316
	Iteration 7F: 3 clusters Score -3944938 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -3946114.750000 Penalty: 5221.174316
	Iteration 8Q: 3 clusters Score -3946115 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -3946943.750000 Penalty: 5221.174316
	Iteration 9Q: 3 clusters Score -3946944 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -3947666.500000 Penalty: 5221.174316
	Iteration 10Q: 3 clusters Score -3947666 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3948242.750000 Penalty: 5221.174316
	Iteration 11Q: 3 clusters Score -3948243 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3948689.500000 Penalty: 5221.174316
	Iteration 12Q: 3 clusters Score -3948690 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -3949060.250000 Penalty: 5221.174316
	Iteration 13Q: 3 clusters Score -3949060 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -3949336.000000 Penalty: 5221.174316
	Iteration 14Q: 3 clusters Score -3949336 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -3949548.500000 Penalty: 5221.174316
	Iteration 15Q: 3 clusters Score -3949548 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -3949736.250000 Penalty: 5221.174316
	Iteration 16Q: 3 clusters Score -3949736 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -3949851.250000 Penalty: 5221.174316
	Iteration 17Q: 3 clusters Score -3949851 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -3949939.250000 Penalty: 5221.174316
	Iteration 18Q: 3 clusters Score -3949939 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3950030.000000 Penalty: 5221.174316
	Iteration 19Q: 3 clusters Score -3950030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -3950090.500000 Penalty: 5221.174316
	Iteration 20F: 3 clusters Score -3950090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -3950140.250000 Penalty: 5221.174316
	Iteration 21Q: 3 clusters Score -3950140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -3950199.500000 Penalty: 5221.174316
	Iteration 22Q: 3 clusters Score -3950200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3950233.250000 Penalty: 5221.174316
	Iteration 23Q: 3 clusters Score -3950233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -3950259.500000 Penalty: 5221.174316
	Iteration 24Q: 3 clusters Score -3950260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -3950268.250000 Penalty: 5221.174316
	Iteration 25Q: 3 clusters Score -3950268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -3950276.500000 Penalty: 5221.174316
	Iteration 26Q: 3 clusters Score -3950276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3950284.000000 Penalty: 5221.174316
	Iteration 27Q: 3 clusters Score -3950284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3950287.000000 Penalty: 5221.174316
	Iteration 28Q: 3 clusters Score -3950287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -3950288.750000 Penalty: 5221.174316
	Iteration 29Q: 3 clusters Score -3950289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -3950291.750000 Penalty: 5221.174316
	Iteration 30Q: 3 clusters Score -3950292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -3950297.500000 Penalty: 5221.174316
	Iteration 31Q: 3 clusters Score -3950298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -3950300.750000 Penalty: 5221.174316
	Iteration 32Q: 3 clusters Score -3950301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -3950300.250000 Penalty: 5221.174316
	Iteration 33Q: 3 clusters Score -3950300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -3950303.500000 Penalty: 5221.174316
	Iteration 34Q: 3 clusters Score -3950304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -3950301.500000 Penalty: 5221.174316
	Iteration 35Q: 3 clusters Score -3950302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -3950310.000000 Penalty: 5221.174316
	Iteration 36Q: 3 clusters Score -3950310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -3950309.000000 Penalty: 5221.174316
	Iteration 37Q: 3 clusters Score -3950309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -3950307.500000 Penalty: 5221.174316
	Iteration 38Q: 3 clusters Score -3950308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -3950313.500000 Penalty: 5221.174316
	Iteration 39Q: 3 clusters Score -3950314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -3950318.500000 Penalty: 5221.174316
	Iteration 40F: 3 clusters Score -3950318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -3950318.000000 Penalty: 5221.174316
	Iteration 41Q: 3 clusters Score -3950318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -3950319.250000 Penalty: 5221.174316
	Iteration 42Q: 3 clusters Score -3950319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -3950322.000000 Penalty: 5221.174316
	Iteration 43Q: 3 clusters Score -3950322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -3950323.500000 Penalty: 5221.174316
	Iteration 44Q: 3 clusters Score -3950324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -3950324.250000 Penalty: 5221.174316
	Iteration 45Q: 3 clusters Score -3950324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -3950324.000000 Penalty: 5221.174316
	Iteration 46Q: 3 clusters Score -3950324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3950324.500000 Penalty: 5221.174316
	Iteration 47Q: 3 clusters Score -3950324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3950325.500000 Penalty: 5221.174316
	Iteration 48Q: 3 clusters Score -3950326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3950324.500000 Penalty: 5221.174316
	Iteration 49Q: 3 clusters Score -3950324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -3950330.500000 Penalty: 5221.174316
	Iteration 50Q: 3 clusters Score -3950330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3950332.250000 Penalty: 5221.174316
	Iteration 51Q: 3 clusters Score -3950332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -3950332.250000 Penalty: 5221.174316
	Iteration 52F: 3 clusters Score -3950332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (177662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177662 members 
Entering Unmasked Estep 
Score: -20550384.000000 Penalty: 2997.734131
	Iteration 0F: 2 clusters Score -2.055038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88574 members 
Mstep: Class 2 contains 89088 members 
Entering Unmasked Estep 
Score: -20431996.000000 Penalty: 5995.468262
	Iteration 0F: 3 clusters Score -2.0432e+07 nChanged 85158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -20481544.000000 Penalty: 5995.468262
	Iteration 1F: 3 clusters Score -2.048154e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -20483496.000000 Penalty: 5995.468262
	Iteration 2Q: 3 clusters Score -2.04835e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71036 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
Score: -20487278.000000 Penalty: 5995.468262
	Iteration 3Q: 3 clusters Score -2.048728e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 117389 members 
Entering Unmasked Estep 
Score: -20494750.000000 Penalty: 5995.468262
	Iteration 4F: 3 clusters Score -2.049475e+07 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 131404 members 
Entering Unmasked Estep 
Score: -20506234.000000 Penalty: 5995.468262
	Iteration 5F: 3 clusters Score -2.050623e+07 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 146385 members 
Entering Unmasked Estep 
Score: -20520162.000000 Penalty: 5995.468262
	Iteration 6F: 3 clusters Score -2.052016e+07 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -20532314.000000 Penalty: 5995.468262
	Iteration 7F: 3 clusters Score -2.053231e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 168180 members 
Entering Unmasked Estep 
Score: -20540414.000000 Penalty: 5995.468262
	Iteration 8F: 3 clusters Score -2.054041e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 173149 members 
Entering Unmasked Estep 
Score: -20544704.000000 Penalty: 5995.468262
	Iteration 9Q: 3 clusters Score -2.05447e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 175404 members 
Entering Unmasked Estep 
Score: -20546458.000000 Penalty: 5995.468262
	Iteration 10Q: 3 clusters Score -2.054646e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 176338 members 
Entering Unmasked Estep 
Score: -20547112.000000 Penalty: 5995.468262
	Iteration 11Q: 3 clusters Score -2.054711e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -20547414.000000 Penalty: 5995.468262
	Iteration 12Q: 3 clusters Score -2.054741e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 176929 members 
Entering Unmasked Estep 
Score: -20547604.000000 Penalty: 5995.468262
	Iteration 13Q: 3 clusters Score -2.05476e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -20547680.000000 Penalty: 5995.468262
	Iteration 14Q: 3 clusters Score -2.054768e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 177060 members 
Entering Unmasked Estep 
Score: -20547762.000000 Penalty: 5995.468262
	Iteration 15Q: 3 clusters Score -2.054776e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 177080 members 
Entering Unmasked Estep 
Score: -20547770.000000 Penalty: 5995.468262
	Iteration 16Q: 3 clusters Score -2.054777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -20547792.000000 Penalty: 5995.468262
	Iteration 17Q: 3 clusters Score -2.054779e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -20547824.000000 Penalty: 5995.468262
	Iteration 18Q: 3 clusters Score -2.054782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 177129 members 
Entering Unmasked Estep 
Score: -20547848.000000 Penalty: 5995.468262
	Iteration 19Q: 3 clusters Score -2.054785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 177140 members 
Entering Unmasked Estep 
Score: -20547864.000000 Penalty: 5995.468262
	Iteration 20F: 3 clusters Score -2.054786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -20547868.000000 Penalty: 5995.468262
	Iteration 21Q: 3 clusters Score -2.054787e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 177152 members 
Entering Unmasked Estep 
Score: -20547876.000000 Penalty: 5995.468262
	Iteration 22Q: 3 clusters Score -2.054788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 177160 members 
Entering Unmasked Estep 
Score: -20547890.000000 Penalty: 5995.468262
	Iteration 23Q: 3 clusters Score -2.054789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -20547898.000000 Penalty: 5995.468262
	Iteration 24Q: 3 clusters Score -2.05479e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -20547894.000000 Penalty: 5995.468262
	Iteration 25Q: 3 clusters Score -2.054789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 177170 members 
Entering Unmasked Estep 
Score: -20547882.000000 Penalty: 5995.468262
	Iteration 26Q: 3 clusters Score -2.054788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 177173 members 
Entering Unmasked Estep 
Score: -20547920.000000 Penalty: 5995.468262
	Iteration 27Q: 3 clusters Score -2.054792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 177175 members 
Entering Unmasked Estep 
Score: -20547940.000000 Penalty: 5995.468262
	Iteration 28Q: 3 clusters Score -2.054794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 177177 members 
Entering Unmasked Estep 
Score: -20547942.000000 Penalty: 5995.468262
	Iteration 29Q: 3 clusters Score -2.054794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 177179 members 
Entering Unmasked Estep 
Score: -20547960.000000 Penalty: 5995.468262
	Iteration 30Q: 3 clusters Score -2.054796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -20547954.000000 Penalty: 5995.468262
	Iteration 31Q: 3 clusters Score -2.054795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 177177 members 
Entering Unmasked Estep 
Score: -20547952.000000 Penalty: 5995.468262
	Iteration 32Q: 3 clusters Score -2.054795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 177176 members 
Entering Unmasked Estep 
Score: -20547942.000000 Penalty: 5995.468262
	Iteration 33Q: 3 clusters Score -2.054794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -20547932.000000 Penalty: 5995.468262
	Iteration 34Q: 3 clusters Score -2.054793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -20547932.000000 Penalty: 5995.468262
	Iteration 35F: 3 clusters Score -2.054793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (43765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Entering Unmasked Estep 
Score: -5097682.000000 Penalty: 2650.274170
	Iteration 0F: 2 clusters Score -5097682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -5068125.500000 Penalty: 5300.548340
	Iteration 0F: 3 clusters Score -5068126 nChanged 20065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -5079017.500000 Penalty: 5300.548340
	Iteration 1F: 3 clusters Score -5079018 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -5079702.500000 Penalty: 5300.548340
	Iteration 2Q: 3 clusters Score -5079702 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -5080398.500000 Penalty: 5300.548340
	Iteration 3Q: 3 clusters Score -5080398 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5081308.500000 Penalty: 5300.548340
	Iteration 4Q: 3 clusters Score -5081308 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5082541.500000 Penalty: 5300.548340
	Iteration 5Q: 3 clusters Score -5082542 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -5084043.500000 Penalty: 5300.548340
	Iteration 6F: 3 clusters Score -5084044 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -5085954.000000 Penalty: 5300.548340
	Iteration 7F: 3 clusters Score -5085954 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -5088223.000000 Penalty: 5300.548340
	Iteration 8F: 3 clusters Score -5088223 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5090773.000000 Penalty: 5300.548340
	Iteration 9F: 3 clusters Score -5090773 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5092733.500000 Penalty: 5300.548340
	Iteration 10F: 3 clusters Score -5092734 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -5093881.500000 Penalty: 5300.548340
	Iteration 11Q: 3 clusters Score -5093882 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5094553.000000 Penalty: 5300.548340
	Iteration 12Q: 3 clusters Score -5094553 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -5095034.000000 Penalty: 5300.548340
	Iteration 13Q: 3 clusters Score -5095034 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -5095346.000000 Penalty: 5300.548340
	Iteration 14Q: 3 clusters Score -5095346 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5095542.000000 Penalty: 5300.548340
	Iteration 15Q: 3 clusters Score -5095542 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -5095688.500000 Penalty: 5300.548340
	Iteration 16Q: 3 clusters Score -5095688 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5095790.500000 Penalty: 5300.548340
	Iteration 17Q: 3 clusters Score -5095790 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -5095875.000000 Penalty: 5300.548340
	Iteration 18Q: 3 clusters Score -5095875 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -5095911.500000 Penalty: 5300.548340
	Iteration 19Q: 3 clusters Score -5095912 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -5095930.000000 Penalty: 5300.548340
	Iteration 20F: 3 clusters Score -5095930 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -5095962.500000 Penalty: 5300.548340
	Iteration 21Q: 3 clusters Score -5095962 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -5096005.000000 Penalty: 5300.548340
	Iteration 22Q: 3 clusters Score -5096005 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -5096053.500000 Penalty: 5300.548340
	Iteration 23Q: 3 clusters Score -5096054 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -5096087.000000 Penalty: 5300.548340
	Iteration 24Q: 3 clusters Score -5096087 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -5096098.000000 Penalty: 5300.548340
	Iteration 25Q: 3 clusters Score -5096098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -5096131.500000 Penalty: 5300.548340
	Iteration 26Q: 3 clusters Score -5096132 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -5096141.500000 Penalty: 5300.548340
	Iteration 27Q: 3 clusters Score -5096142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -5096186.000000 Penalty: 5300.548340
	Iteration 28Q: 3 clusters Score -5096186 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -5096205.000000 Penalty: 5300.548340
	Iteration 29Q: 3 clusters Score -5096205 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -5096246.500000 Penalty: 5300.548340
	Iteration 30Q: 3 clusters Score -5096246 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -5096268.500000 Penalty: 5300.548340
	Iteration 31Q: 3 clusters Score -5096268 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -5096307.000000 Penalty: 5300.548340
	Iteration 32Q: 3 clusters Score -5096307 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -5096324.500000 Penalty: 5300.548340
	Iteration 33Q: 3 clusters Score -5096324 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -5096339.500000 Penalty: 5300.548340
	Iteration 34Q: 3 clusters Score -5096340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -5096350.000000 Penalty: 5300.548340
	Iteration 35Q: 3 clusters Score -5096350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -5096377.000000 Penalty: 5300.548340
	Iteration 36Q: 3 clusters Score -5096377 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -5096381.000000 Penalty: 5300.548340
	Iteration 37Q: 3 clusters Score -5096381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5096383.000000 Penalty: 5300.548340
	Iteration 38Q: 3 clusters Score -5096383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -5096387.000000 Penalty: 5300.548340
	Iteration 39Q: 3 clusters Score -5096387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -5096396.500000 Penalty: 5300.548340
	Iteration 40F: 3 clusters Score -5096396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -5096407.500000 Penalty: 5300.548340
	Iteration 41Q: 3 clusters Score -5096408 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -5096419.000000 Penalty: 5300.548340
	Iteration 42Q: 3 clusters Score -5096419 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -5096410.500000 Penalty: 5300.548340
	Iteration 43Q: 3 clusters Score -5096410 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -5096405.500000 Penalty: 5300.548340
	Iteration 44Q: 3 clusters Score -5096406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -5096405.000000 Penalty: 5300.548340
	Iteration 45Q: 3 clusters Score -5096405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -5096409.500000 Penalty: 5300.548340
	Iteration 46Q: 3 clusters Score -5096410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -5096419.000000 Penalty: 5300.548340
	Iteration 47Q: 3 clusters Score -5096419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -5096427.000000 Penalty: 5300.548340
	Iteration 48Q: 3 clusters Score -5096427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -5096428.000000 Penalty: 5300.548340
	Iteration 49Q: 3 clusters Score -5096428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -5096440.000000 Penalty: 5300.548340
	Iteration 50Q: 3 clusters Score -5096440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -5096430.000000 Penalty: 5300.548340
	Iteration 51Q: 3 clusters Score -5096430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -5096440.500000 Penalty: 5300.548340
	Iteration 52Q: 3 clusters Score -5096440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -5096443.500000 Penalty: 5300.548340
	Iteration 53Q: 3 clusters Score -5096444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -5096435.000000 Penalty: 5300.548340
	Iteration 54Q: 3 clusters Score -5096435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -5096434.500000 Penalty: 5300.548340
	Iteration 55Q: 3 clusters Score -5096434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5096434.500000 Penalty: 5300.548340
	Iteration 56Q: 3 clusters Score -5096434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5096442.000000 Penalty: 5300.548340
	Iteration 57Q: 3 clusters Score -5096442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5096437.000000 Penalty: 5300.548340
	Iteration 58Q: 3 clusters Score -5096437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5096431.500000 Penalty: 5300.548340
	Iteration 59Q: 3 clusters Score -5096432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -5096437.500000 Penalty: 5300.548340
	Iteration 60F: 3 clusters Score -5096438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5096437.000000 Penalty: 5300.548340
	Iteration 61Q: 3 clusters Score -5096437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -5096438.000000 Penalty: 5300.548340
	Iteration 62Q: 3 clusters Score -5096438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -5096444.000000 Penalty: 5300.548340
	Iteration 63Q: 3 clusters Score -5096444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -5096444.000000 Penalty: 5300.548340
	Iteration 64Q: 3 clusters Score -5096444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -5096446.500000 Penalty: 5300.548340
	Iteration 65Q: 3 clusters Score -5096446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -5096440.500000 Penalty: 5300.548340
	Iteration 66Q: 3 clusters Score -5096440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -5096443.000000 Penalty: 5300.548340
	Iteration 67Q: 3 clusters Score -5096443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5096445.500000 Penalty: 5300.548340
	Iteration 68Q: 3 clusters Score -5096446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -5096443.000000 Penalty: 5300.548340
	Iteration 69Q: 3 clusters Score -5096443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5096446.500000 Penalty: 5300.548340
	Iteration 70Q: 3 clusters Score -5096446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -5096451.000000 Penalty: 5300.548340
	Iteration 71Q: 3 clusters Score -5096451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -5096444.500000 Penalty: 5300.548340
	Iteration 72Q: 3 clusters Score -5096444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -5096444.500000 Penalty: 5300.548340
	Iteration 73Q: 3 clusters Score -5096444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5096449.500000 Penalty: 5300.548340
	Iteration 74Q: 3 clusters Score -5096450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5096451.500000 Penalty: 5300.548340
	Iteration 75Q: 3 clusters Score -5096452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5096445.500000 Penalty: 5300.548340
	Iteration 76Q: 3 clusters Score -5096446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -5096448.000000 Penalty: 5300.548340
	Iteration 77Q: 3 clusters Score -5096448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5096450.000000 Penalty: 5300.548340
	Iteration 78Q: 3 clusters Score -5096450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -5096448.000000 Penalty: 5300.548340
	Iteration 79Q: 3 clusters Score -5096448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -5096444.000000 Penalty: 5300.548340
	Iteration 80F: 3 clusters Score -5096444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -5096441.500000 Penalty: 5300.548340
	Iteration 81Q: 3 clusters Score -5096442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -5096441.500000 Penalty: 5300.548340
	Iteration 82F: 3 clusters Score -5096442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -45062.316406 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -45062.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43589.792969 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -43589.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43754.980469 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -43754.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43793.000000 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -43793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43813.558594 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -43813.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43824.117188 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -43824.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43827.656250 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -43827.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43827.656250 Penalty: 3014.510742
	Iteration 6F: 3 clusters Score -43827.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Entering Unmasked Estep 
Score: -655358.062500 Penalty: 2173.795166
	Iteration 0F: 2 clusters Score -655358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -650022.500000 Penalty: 4347.590332
	Iteration 0F: 3 clusters Score -650022.5 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -651653.937500 Penalty: 4347.590332
	Iteration 1F: 3 clusters Score -651653.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -652005.437500 Penalty: 4347.590332
	Iteration 2F: 3 clusters Score -652005.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -652295.875000 Penalty: 4347.590332
	Iteration 3F: 3 clusters Score -652295.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -652547.875000 Penalty: 4347.590332
	Iteration 4F: 3 clusters Score -652547.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -652757.062500 Penalty: 4347.590332
	Iteration 5Q: 3 clusters Score -652757.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -652920.687500 Penalty: 4347.590332
	Iteration 6Q: 3 clusters Score -652920.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -653079.375000 Penalty: 4347.590332
	Iteration 7Q: 3 clusters Score -653079.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -653247.375000 Penalty: 4347.590332
	Iteration 8Q: 3 clusters Score -653247.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -653427.562500 Penalty: 4347.590332
	Iteration 9Q: 3 clusters Score -653427.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -653599.437500 Penalty: 4347.590332
	Iteration 10Q: 3 clusters Score -653599.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -653743.812500 Penalty: 4347.590332
	Iteration 11Q: 3 clusters Score -653743.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -653923.875000 Penalty: 4347.590332
	Iteration 12Q: 3 clusters Score -653923.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -654128.375000 Penalty: 4347.590332
	Iteration 13Q: 3 clusters Score -654128.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -654346.250000 Penalty: 4347.590332
	Iteration 14Q: 3 clusters Score -654346.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -654553.500000 Penalty: 4347.590332
	Iteration 15Q: 3 clusters Score -654553.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -654702.687500 Penalty: 4347.590332
	Iteration 16Q: 3 clusters Score -654702.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -654792.875000 Penalty: 4347.590332
	Iteration 17Q: 3 clusters Score -654792.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -654852.125000 Penalty: 4347.590332
	Iteration 18Q: 3 clusters Score -654852.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -654883.125000 Penalty: 4347.590332
	Iteration 19Q: 3 clusters Score -654883.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -654909.750000 Penalty: 4347.590332
	Iteration 20F: 3 clusters Score -654909.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -654924.062500 Penalty: 4347.590332
	Iteration 21Q: 3 clusters Score -654924.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -654933.937500 Penalty: 4347.590332
	Iteration 22Q: 3 clusters Score -654933.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -654939.312500 Penalty: 4347.590332
	Iteration 23Q: 3 clusters Score -654939.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -654942.500000 Penalty: 4347.590332
	Iteration 24Q: 3 clusters Score -654942.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -654945.437500 Penalty: 4347.590332
	Iteration 25Q: 3 clusters Score -654945.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -654948.562500 Penalty: 4347.590332
	Iteration 26Q: 3 clusters Score -654948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -654951.500000 Penalty: 4347.590332
	Iteration 27Q: 3 clusters Score -654951.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -654954.312500 Penalty: 4347.590332
	Iteration 28Q: 3 clusters Score -654954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -654955.500000 Penalty: 4347.590332
	Iteration 29Q: 3 clusters Score -654955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -654957.187500 Penalty: 4347.590332
	Iteration 30Q: 3 clusters Score -654957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -654958.625000 Penalty: 4347.590332
	Iteration 31Q: 3 clusters Score -654958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -654958.625000 Penalty: 4347.590332
	Iteration 32Q: 3 clusters Score -654958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -654960.062500 Penalty: 4347.590332
	Iteration 33Q: 3 clusters Score -654960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -654960.000000 Penalty: 4347.590332
	Iteration 34Q: 3 clusters Score -654960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -654960.000000 Penalty: 4347.590332
	Iteration 35F: 3 clusters Score -654960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -130729.585938 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -130729.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -128641.421875 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -128641.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -128953.914062 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -128953.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129010.507812 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -129010.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -129034.382812 Penalty: 3518.740479
	Iteration 3Q: 3 clusters Score -129034.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -129047.179688 Penalty: 3518.740479
	Iteration 4Q: 3 clusters Score -129047.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -129061.585938 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -129061.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -129075.757812 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -129075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -129086.453125 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -129086.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -129099.945312 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -129099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -129111.757812 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -129111.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -129123.710938 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -129123.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -129128.414062 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -129128.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129132.468750 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -129132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129133.960938 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -129134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -129133.960938 Penalty: 3518.740479
	Iteration 14F: 3 clusters Score -129134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81950.554688 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81950.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80248.023438 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -80248.02 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -80718.117188 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80718.12 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -81088.250000 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -81088.25 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -81520.125000 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -81520.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81814.531250 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81814.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82018.148438 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -82018.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82187.601562 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -82187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -82216.289062 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -82216.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -82221.757812 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -82221.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -82221.757812 Penalty: 3312.457520
	Iteration 9F: 3 clusters Score -82221.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124898 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 58645 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 6923 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 18033 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257448 members 
Mstep: Class 17 contains 275722 members 
Mstep: Class 18 contains 188277 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11741 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11764 members 
Mstep: Class 25 contains 82569 members 
Mstep: Class 26 contains 21335 members 
Mstep: Class 27 contains 35548 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96208 members 
Mstep: Class 30 contains 23258 members 
Mstep: Class 31 contains 13791 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60459 members 
Mstep: Class 34 contains 28235 members 
Mstep: Class 35 contains 6968 members 
Mstep: Class 36 contains 37293 members 
Mstep: Class 37 contains 177662 members 
Mstep: Class 38 contains 43765 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 216 members 
Mstep: Class 43 contains 130880 members 
Mstep: Class 44 contains 18562 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 579 members 
Entering Unmasked Estep 
Score: -225957184.000000 Penalty: 165589.750000
Splitting cluster 42 changes total score from -225958896.000000 to -225957184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (130880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130880 members 
Entering Unmasked Estep 
Score: -15253161.000000 Penalty: 2921.944824
	Iteration 0F: 2 clusters Score -1.525316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -15165560.000000 Penalty: 5843.889648
	Iteration 0F: 3 clusters Score -1.516556e+07 nChanged 62142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -15202407.000000 Penalty: 5843.889648
	Iteration 1F: 3 clusters Score -1.520241e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65611 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -15203944.000000 Penalty: 5843.889648
	Iteration 2Q: 3 clusters Score -1.520394e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -15206003.000000 Penalty: 5843.889648
	Iteration 3Q: 3 clusters Score -1.5206e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -15208509.000000 Penalty: 5843.889648
	Iteration 4Q: 3 clusters Score -1.520851e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -15211447.000000 Penalty: 5843.889648
	Iteration 5F: 3 clusters Score -1.521145e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64921 members 
Mstep: Class 2 contains 65959 members 
Entering Unmasked Estep 
Score: -15214256.000000 Penalty: 5843.889648
	Iteration 6F: 3 clusters Score -1.521426e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
Score: -15216821.000000 Penalty: 5843.889648
	Iteration 7Q: 3 clusters Score -1.521682e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -15219073.000000 Penalty: 5843.889648
	Iteration 8Q: 3 clusters Score -1.521907e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -15221119.000000 Penalty: 5843.889648
	Iteration 9Q: 3 clusters Score -1.522112e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 73423 members 
Entering Unmasked Estep 
Score: -15223136.000000 Penalty: 5843.889648
	Iteration 10Q: 3 clusters Score -1.522314e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -15225240.000000 Penalty: 5843.889648
	Iteration 11Q: 3 clusters Score -1.522524e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -15227449.000000 Penalty: 5843.889648
	Iteration 12Q: 3 clusters Score -1.522745e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -15229765.000000 Penalty: 5843.889648
	Iteration 13Q: 3 clusters Score -1.522976e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -15231691.000000 Penalty: 5843.889648
	Iteration 14Q: 3 clusters Score -1.523169e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -15233335.000000 Penalty: 5843.889648
	Iteration 15Q: 3 clusters Score -1.523334e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 90975 members 
Entering Unmasked Estep 
Score: -15234342.000000 Penalty: 5843.889648
	Iteration 16Q: 3 clusters Score -1.523434e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 93141 members 
Entering Unmasked Estep 
Score: -15235106.000000 Penalty: 5843.889648
	Iteration 17Q: 3 clusters Score -1.523511e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -15235823.000000 Penalty: 5843.889648
	Iteration 18Q: 3 clusters Score -1.523582e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 97224 members 
Entering Unmasked Estep 
Score: -15236513.000000 Penalty: 5843.889648
	Iteration 19Q: 3 clusters Score -1.523651e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -15237265.000000 Penalty: 5843.889648
	Iteration 20F: 3 clusters Score -1.523726e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -15237973.000000 Penalty: 5843.889648
	Iteration 21Q: 3 clusters Score -1.523797e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 103449 members 
Entering Unmasked Estep 
Score: -15238754.000000 Penalty: 5843.889648
	Iteration 22Q: 3 clusters Score -1.523875e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -15239475.000000 Penalty: 5843.889648
	Iteration 23Q: 3 clusters Score -1.523948e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -15240111.000000 Penalty: 5843.889648
	Iteration 24Q: 3 clusters Score -1.524011e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
Score: -15240871.000000 Penalty: 5843.889648
	Iteration 25Q: 3 clusters Score -1.524087e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 111372 members 
Entering Unmasked Estep 
Score: -15241741.000000 Penalty: 5843.889648
	Iteration 26Q: 3 clusters Score -1.524174e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -15242471.000000 Penalty: 5843.889648
	Iteration 27Q: 3 clusters Score -1.524247e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -15243282.000000 Penalty: 5843.889648
	Iteration 28Q: 3 clusters Score -1.524328e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 116791 members 
Entering Unmasked Estep 
Score: -15244113.000000 Penalty: 5843.889648
	Iteration 29Q: 3 clusters Score -1.524411e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 118496 members 
Entering Unmasked Estep 
Score: -15244941.000000 Penalty: 5843.889648
	Iteration 30Q: 3 clusters Score -1.524494e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -15245761.000000 Penalty: 5843.889648
	Iteration 31Q: 3 clusters Score -1.524576e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 121578 members 
Entering Unmasked Estep 
Score: -15246565.000000 Penalty: 5843.889648
	Iteration 32Q: 3 clusters Score -1.524656e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 122922 members 
Entering Unmasked Estep 
Score: -15247397.000000 Penalty: 5843.889648
	Iteration 33Q: 3 clusters Score -1.52474e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 124065 members 
Entering Unmasked Estep 
Score: -15248012.000000 Penalty: 5843.889648
	Iteration 34Q: 3 clusters Score -1.524801e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 125023 members 
Entering Unmasked Estep 
Score: -15248472.000000 Penalty: 5843.889648
	Iteration 35Q: 3 clusters Score -1.524847e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 125872 members 
Entering Unmasked Estep 
Score: -15248954.000000 Penalty: 5843.889648
	Iteration 36Q: 3 clusters Score -1.524895e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -15249321.000000 Penalty: 5843.889648
	Iteration 37Q: 3 clusters Score -1.524932e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 127224 members 
Entering Unmasked Estep 
Score: -15249669.000000 Penalty: 5843.889648
	Iteration 38Q: 3 clusters Score -1.524967e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 127706 members 
Entering Unmasked Estep 
Score: -15249918.000000 Penalty: 5843.889648
	Iteration 39Q: 3 clusters Score -1.524992e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 128111 members 
Entering Unmasked Estep 
Score: -15250111.000000 Penalty: 5843.889648
	Iteration 40F: 3 clusters Score -1.525011e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 128401 members 
Entering Unmasked Estep 
Score: -15250209.000000 Penalty: 5843.889648
	Iteration 41Q: 3 clusters Score -1.525021e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 128632 members 
Entering Unmasked Estep 
Score: -15250357.000000 Penalty: 5843.889648
	Iteration 42Q: 3 clusters Score -1.525036e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 128811 members 
Entering Unmasked Estep 
Score: -15250453.000000 Penalty: 5843.889648
	Iteration 43Q: 3 clusters Score -1.525045e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 128964 members 
Entering Unmasked Estep 
Score: -15250527.000000 Penalty: 5843.889648
	Iteration 44Q: 3 clusters Score -1.525053e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 129083 members 
Entering Unmasked Estep 
Score: -15250590.000000 Penalty: 5843.889648
	Iteration 45Q: 3 clusters Score -1.525059e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 129185 members 
Entering Unmasked Estep 
Score: -15250657.000000 Penalty: 5843.889648
	Iteration 46Q: 3 clusters Score -1.525066e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 129269 members 
Entering Unmasked Estep 
Score: -15250723.000000 Penalty: 5843.889648
	Iteration 47Q: 3 clusters Score -1.525072e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 129322 members 
Entering Unmasked Estep 
Score: -15250738.000000 Penalty: 5843.889648
	Iteration 48Q: 3 clusters Score -1.525074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 129364 members 
Entering Unmasked Estep 
Score: -15250776.000000 Penalty: 5843.889648
	Iteration 49Q: 3 clusters Score -1.525078e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 129402 members 
Entering Unmasked Estep 
Score: -15250795.000000 Penalty: 5843.889648
	Iteration 50Q: 3 clusters Score -1.52508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 129427 members 
Entering Unmasked Estep 
Score: -15250800.000000 Penalty: 5843.889648
	Iteration 51Q: 3 clusters Score -1.52508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 129445 members 
Entering Unmasked Estep 
Score: -15250813.000000 Penalty: 5843.889648
	Iteration 52Q: 3 clusters Score -1.525081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -15250837.000000 Penalty: 5843.889648
	Iteration 53Q: 3 clusters Score -1.525084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 129469 members 
Entering Unmasked Estep 
Score: -15250859.000000 Penalty: 5843.889648
	Iteration 54Q: 3 clusters Score -1.525086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 129478 members 
Entering Unmasked Estep 
Score: -15250854.000000 Penalty: 5843.889648
	Iteration 55Q: 3 clusters Score -1.525085e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 129489 members 
Entering Unmasked Estep 
Score: -15250855.000000 Penalty: 5843.889648
	Iteration 56Q: 3 clusters Score -1.525086e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 129504 members 
Entering Unmasked Estep 
Score: -15250868.000000 Penalty: 5843.889648
	Iteration 57Q: 3 clusters Score -1.525087e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 129512 members 
Entering Unmasked Estep 
Score: -15250869.000000 Penalty: 5843.889648
	Iteration 58Q: 3 clusters Score -1.525087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 129515 members 
Entering Unmasked Estep 
Score: -15250868.000000 Penalty: 5843.889648
	Iteration 59Q: 3 clusters Score -1.525087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 129520 members 
Entering Unmasked Estep 
Score: -15250872.000000 Penalty: 5843.889648
	Iteration 60F: 3 clusters Score -1.525087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -15250869.000000 Penalty: 5843.889648
	Iteration 61Q: 3 clusters Score -1.525087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 129529 members 
Entering Unmasked Estep 
Score: -15250872.000000 Penalty: 5843.889648
	Iteration 62Q: 3 clusters Score -1.525087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 129529 members 
Entering Unmasked Estep 
Score: -15250879.000000 Penalty: 5843.889648
	Iteration 63Q: 3 clusters Score -1.525088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -15250881.000000 Penalty: 5843.889648
	Iteration 64Q: 3 clusters Score -1.525088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -15250876.000000 Penalty: 5843.889648
	Iteration 65Q: 3 clusters Score -1.525088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -15250868.000000 Penalty: 5843.889648
	Iteration 66Q: 3 clusters Score -1.525087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -15250874.000000 Penalty: 5843.889648
	Iteration 67Q: 3 clusters Score -1.525087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 129531 members 
Entering Unmasked Estep 
Score: -15250874.000000 Penalty: 5843.889648
	Iteration 68F: 3 clusters Score -1.525087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (18562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Entering Unmasked Estep 
Score: -2172842.750000 Penalty: 2437.560303
	Iteration 0F: 2 clusters Score -2172843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2159712.000000 Penalty: 4875.120605
	Iteration 0F: 3 clusters Score -2159712 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2164016.750000 Penalty: 4875.120605
	Iteration 1F: 3 clusters Score -2164017 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2164434.250000 Penalty: 4875.120605
	Iteration 2F: 3 clusters Score -2164434 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2164848.250000 Penalty: 4875.120605
	Iteration 3F: 3 clusters Score -2164848 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2165258.500000 Penalty: 4875.120605
	Iteration 4Q: 3 clusters Score -2165258 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2165771.750000 Penalty: 4875.120605
	Iteration 5F: 3 clusters Score -2165772 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2166476.500000 Penalty: 4875.120605
	Iteration 6F: 3 clusters Score -2166476 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2167300.250000 Penalty: 4875.120605
	Iteration 7F: 3 clusters Score -2167300 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2168118.250000 Penalty: 4875.120605
	Iteration 8F: 3 clusters Score -2168118 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2168841.000000 Penalty: 4875.120605
	Iteration 9F: 3 clusters Score -2168841 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2169396.500000 Penalty: 4875.120605
	Iteration 10Q: 3 clusters Score -2169396 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2169874.000000 Penalty: 4875.120605
	Iteration 11Q: 3 clusters Score -2169874 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2170210.000000 Penalty: 4875.120605
	Iteration 12Q: 3 clusters Score -2170210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2170424.000000 Penalty: 4875.120605
	Iteration 13Q: 3 clusters Score -2170424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2170564.750000 Penalty: 4875.120605
	Iteration 14Q: 3 clusters Score -2170565 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2170664.500000 Penalty: 4875.120605
	Iteration 15Q: 3 clusters Score -2170664 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2170744.750000 Penalty: 4875.120605
	Iteration 16Q: 3 clusters Score -2170745 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2170798.000000 Penalty: 4875.120605
	Iteration 17Q: 3 clusters Score -2170798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2170837.250000 Penalty: 4875.120605
	Iteration 18Q: 3 clusters Score -2170837 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2170874.250000 Penalty: 4875.120605
	Iteration 19Q: 3 clusters Score -2170874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2170895.750000 Penalty: 4875.120605
	Iteration 20F: 3 clusters Score -2170896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2170923.500000 Penalty: 4875.120605
	Iteration 21Q: 3 clusters Score -2170924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2170941.000000 Penalty: 4875.120605
	Iteration 22Q: 3 clusters Score -2170941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2170959.750000 Penalty: 4875.120605
	Iteration 23Q: 3 clusters Score -2170960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2170972.000000 Penalty: 4875.120605
	Iteration 24Q: 3 clusters Score -2170972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2170974.750000 Penalty: 4875.120605
	Iteration 25Q: 3 clusters Score -2170975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2170979.500000 Penalty: 4875.120605
	Iteration 26Q: 3 clusters Score -2170980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2170980.750000 Penalty: 4875.120605
	Iteration 27Q: 3 clusters Score -2170981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2170986.250000 Penalty: 4875.120605
	Iteration 28Q: 3 clusters Score -2170986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2170988.750000 Penalty: 4875.120605
	Iteration 29Q: 3 clusters Score -2170989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2170995.000000 Penalty: 4875.120605
	Iteration 30Q: 3 clusters Score -2170995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2170994.000000 Penalty: 4875.120605
	Iteration 31Q: 3 clusters Score -2170994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2170994.750000 Penalty: 4875.120605
	Iteration 32Q: 3 clusters Score -2170995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2170998.500000 Penalty: 4875.120605
	Iteration 33Q: 3 clusters Score -2170998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2170998.250000 Penalty: 4875.120605
	Iteration 34Q: 3 clusters Score -2170998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2171002.750000 Penalty: 4875.120605
	Iteration 35Q: 3 clusters Score -2171003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2171004.750000 Penalty: 4875.120605
	Iteration 36Q: 3 clusters Score -2171005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2171004.250000 Penalty: 4875.120605
	Iteration 37Q: 3 clusters Score -2171004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2171002.750000 Penalty: 4875.120605
	Iteration 38Q: 3 clusters Score -2171003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2171003.000000 Penalty: 4875.120605
	Iteration 39Q: 3 clusters Score -2171003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2171007.500000 Penalty: 4875.120605
	Iteration 40F: 3 clusters Score -2171008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2171007.000000 Penalty: 4875.120605
	Iteration 41Q: 3 clusters Score -2171007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2171007.000000 Penalty: 4875.120605
	Iteration 42F: 3 clusters Score -2171007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44991.621094 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44991.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43527.726562 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43527.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43652.425781 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43652.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43710.550781 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43710.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43773.871094 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43773.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43806.734375 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43806.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43829.375000 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -43829.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43845.917969 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -43845.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43849.074219 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -43849.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43854.890625 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -43854.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43856.417969 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -43856.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43856.417969 Penalty: 2991.219971
	Iteration 10F: 3 clusters Score -43856.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124898 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 58645 members 
Mstep: Class 10 contains 5929 members 
Mstep: Class 11 contains 6923 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 18033 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257448 members 
Mstep: Class 17 contains 275722 members 
Mstep: Class 18 contains 188277 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11741 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11764 members 
Mstep: Class 25 contains 82569 members 
Mstep: Class 26 contains 21335 members 
Mstep: Class 27 contains 35548 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96208 members 
Mstep: Class 30 contains 23258 members 
Mstep: Class 31 contains 13791 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60459 members 
Mstep: Class 34 contains 28235 members 
Mstep: Class 35 contains 6968 members 
Mstep: Class 36 contains 37293 members 
Mstep: Class 37 contains 177662 members 
Mstep: Class 38 contains 43765 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130880 members 
Mstep: Class 44 contains 18562 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958784.000000 Penalty: 161989.984375
Iteration 319Q: 46 clusters Score -2.259588e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14839 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 124890 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 58644 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 6927 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 28353 members 
Mstep: Class 14 contains 18035 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 257459 members 
Mstep: Class 17 contains 275709 members 
Mstep: Class 18 contains 188289 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11743 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 11767 members 
Mstep: Class 25 contains 82545 members 
Mstep: Class 26 contains 21365 members 
Mstep: Class 27 contains 35550 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96145 members 
Mstep: Class 30 contains 23260 members 
Mstep: Class 31 contains 13814 members 
Mstep: Class 32 contains 19990 members 
Mstep: Class 33 contains 60463 members 
Mstep: Class 34 contains 28225 members 
Mstep: Class 35 contains 6970 members 
Mstep: Class 36 contains 37289 members 
Mstep: Class 37 contains 177668 members 
Mstep: Class 38 contains 43791 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130869 members 
Mstep: Class 44 contains 18576 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958848.000000 Penalty: 161989.984375
Iteration 320F: 46 clusters Score -2.259588e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 124873 members 
Mstep: Class 8 contains 59456 members 
Mstep: Class 9 contains 58638 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 18036 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257466 members 
Mstep: Class 17 contains 275694 members 
Mstep: Class 18 contains 188303 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 11763 members 
Mstep: Class 25 contains 82528 members 
Mstep: Class 26 contains 21411 members 
Mstep: Class 27 contains 35554 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96101 members 
Mstep: Class 30 contains 23262 members 
Mstep: Class 31 contains 13833 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60464 members 
Mstep: Class 34 contains 28214 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 37286 members 
Mstep: Class 37 contains 177668 members 
Mstep: Class 38 contains 43822 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130852 members 
Mstep: Class 44 contains 18578 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958672.000000 Penalty: 161989.984375
Iteration 321Q: 46 clusters Score -2.259587e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11005 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14843 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124858 members 
Mstep: Class 8 contains 59458 members 
Mstep: Class 9 contains 58634 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28351 members 
Mstep: Class 14 contains 18040 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257458 members 
Mstep: Class 17 contains 275679 members 
Mstep: Class 18 contains 188310 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41115 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 11760 members 
Mstep: Class 25 contains 82514 members 
Mstep: Class 26 contains 21463 members 
Mstep: Class 27 contains 35556 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96062 members 
Mstep: Class 30 contains 23263 members 
Mstep: Class 31 contains 13850 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60465 members 
Mstep: Class 34 contains 28204 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 37280 members 
Mstep: Class 37 contains 177672 members 
Mstep: Class 38 contains 43853 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130834 members 
Mstep: Class 44 contains 18584 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958672.000000 Penalty: 161989.984375
Iteration 322Q: 46 clusters Score -2.259587e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11004 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124853 members 
Mstep: Class 8 contains 59456 members 
Mstep: Class 9 contains 58633 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28347 members 
Mstep: Class 14 contains 18044 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257455 members 
Mstep: Class 17 contains 275668 members 
Mstep: Class 18 contains 188321 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11755 members 
Mstep: Class 25 contains 82503 members 
Mstep: Class 26 contains 21503 members 
Mstep: Class 27 contains 35558 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96036 members 
Mstep: Class 30 contains 23264 members 
Mstep: Class 31 contains 13851 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60461 members 
Mstep: Class 34 contains 28195 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 37277 members 
Mstep: Class 37 contains 177674 members 
Mstep: Class 38 contains 43873 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130815 members 
Mstep: Class 44 contains 18598 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958752.000000 Penalty: 161989.984375
Iteration 323Q: 46 clusters Score -2.259588e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11004 members 
Mstep: Class 4 contains 12461 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124845 members 
Mstep: Class 8 contains 59454 members 
Mstep: Class 9 contains 58638 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28344 members 
Mstep: Class 14 contains 18044 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257451 members 
Mstep: Class 17 contains 275651 members 
Mstep: Class 18 contains 188331 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41114 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11755 members 
Mstep: Class 25 contains 82504 members 
Mstep: Class 26 contains 21540 members 
Mstep: Class 27 contains 35560 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 96006 members 
Mstep: Class 30 contains 23264 members 
Mstep: Class 31 contains 13863 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60455 members 
Mstep: Class 34 contains 28180 members 
Mstep: Class 35 contains 6971 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177671 members 
Mstep: Class 38 contains 43890 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130799 members 
Mstep: Class 44 contains 18618 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958656.000000 Penalty: 161989.984375
Iteration 324Q: 46 clusters Score -2.259587e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11004 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124842 members 
Mstep: Class 8 contains 59453 members 
Mstep: Class 9 contains 58638 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 28341 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257429 members 
Mstep: Class 17 contains 275639 members 
Mstep: Class 18 contains 188339 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41113 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11754 members 
Mstep: Class 25 contains 82501 members 
Mstep: Class 26 contains 21571 members 
Mstep: Class 27 contains 35559 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95980 members 
Mstep: Class 30 contains 23264 members 
Mstep: Class 31 contains 13879 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60456 members 
Mstep: Class 34 contains 28172 members 
Mstep: Class 35 contains 6971 members 
Mstep: Class 36 contains 37280 members 
Mstep: Class 37 contains 177666 members 
Mstep: Class 38 contains 43912 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130778 members 
Mstep: Class 44 contains 18638 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958976.000000 Penalty: 161989.984375
Iteration 325Q: 46 clusters Score -2.25959e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11005 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14845 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124844 members 
Mstep: Class 8 contains 59451 members 
Mstep: Class 9 contains 58639 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28338 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257427 members 
Mstep: Class 17 contains 275626 members 
Mstep: Class 18 contains 188347 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41111 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 11748 members 
Mstep: Class 25 contains 82500 members 
Mstep: Class 26 contains 21602 members 
Mstep: Class 27 contains 35555 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95941 members 
Mstep: Class 30 contains 23265 members 
Mstep: Class 31 contains 13891 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60458 members 
Mstep: Class 34 contains 28153 members 
Mstep: Class 35 contains 6973 members 
Mstep: Class 36 contains 37277 members 
Mstep: Class 37 contains 177665 members 
Mstep: Class 38 contains 43944 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130761 members 
Mstep: Class 44 contains 18657 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958912.000000 Penalty: 161989.984375
Iteration 326Q: 46 clusters Score -2.259589e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14847 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124847 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 58637 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 28335 members 
Mstep: Class 14 contains 18049 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257420 members 
Mstep: Class 17 contains 275612 members 
Mstep: Class 18 contains 188362 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 11744 members 
Mstep: Class 25 contains 82501 members 
Mstep: Class 26 contains 21633 members 
Mstep: Class 27 contains 35555 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95900 members 
Mstep: Class 30 contains 23266 members 
Mstep: Class 31 contains 13902 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60456 members 
Mstep: Class 34 contains 28142 members 
Mstep: Class 35 contains 6974 members 
Mstep: Class 36 contains 37275 members 
Mstep: Class 37 contains 177657 members 
Mstep: Class 38 contains 43982 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130744 members 
Mstep: Class 44 contains 18671 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958816.000000 Penalty: 161989.984375
Iteration 327Q: 46 clusters Score -2.259588e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14848 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 124848 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 58632 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28332 members 
Mstep: Class 14 contains 18050 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257412 members 
Mstep: Class 17 contains 275593 members 
Mstep: Class 18 contains 188370 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11741 members 
Mstep: Class 25 contains 82499 members 
Mstep: Class 26 contains 21665 members 
Mstep: Class 27 contains 35555 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 95857 members 
Mstep: Class 30 contains 23266 members 
Mstep: Class 31 contains 13920 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60460 members 
Mstep: Class 34 contains 28131 members 
Mstep: Class 35 contains 6974 members 
Mstep: Class 36 contains 37275 members 
Mstep: Class 37 contains 177651 members 
Mstep: Class 38 contains 44014 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130733 members 
Mstep: Class 44 contains 18686 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958944.000000 Penalty: 161989.984375
Iteration 328Q: 46 clusters Score -2.259589e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14850 members 
Mstep: Class 6 contains 11065 members 
Mstep: Class 7 contains 124851 members 
Mstep: Class 8 contains 59448 members 
Mstep: Class 9 contains 58627 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28331 members 
Mstep: Class 14 contains 18049 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257419 members 
Mstep: Class 17 contains 275572 members 
Mstep: Class 18 contains 188378 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41102 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 82496 members 
Mstep: Class 26 contains 21699 members 
Mstep: Class 27 contains 35556 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95824 members 
Mstep: Class 30 contains 23266 members 
Mstep: Class 31 contains 13935 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60458 members 
Mstep: Class 34 contains 28110 members 
Mstep: Class 35 contains 6975 members 
Mstep: Class 36 contains 37278 members 
Mstep: Class 37 contains 177656 members 
Mstep: Class 38 contains 44035 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130715 members 
Mstep: Class 44 contains 18696 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959056.000000 Penalty: 161989.984375
Iteration 329Q: 46 clusters Score -2.259591e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 11067 members 
Mstep: Class 7 contains 124850 members 
Mstep: Class 8 contains 59448 members 
Mstep: Class 9 contains 58623 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6934 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28332 members 
Mstep: Class 14 contains 18049 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257412 members 
Mstep: Class 17 contains 275552 members 
Mstep: Class 18 contains 188386 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41100 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 82493 members 
Mstep: Class 26 contains 21740 members 
Mstep: Class 27 contains 35557 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 95802 members 
Mstep: Class 30 contains 23266 members 
Mstep: Class 31 contains 13949 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60457 members 
Mstep: Class 34 contains 28093 members 
Mstep: Class 35 contains 6975 members 
Mstep: Class 36 contains 37277 members 
Mstep: Class 37 contains 177653 members 
Mstep: Class 38 contains 44050 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6402 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130695 members 
Mstep: Class 44 contains 18710 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959040.000000 Penalty: 161989.984375
Iteration 330Q: 46 clusters Score -2.25959e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 11066 members 
Mstep: Class 7 contains 124845 members 
Mstep: Class 8 contains 59448 members 
Mstep: Class 9 contains 58620 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28330 members 
Mstep: Class 14 contains 18050 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257391 members 
Mstep: Class 17 contains 275542 members 
Mstep: Class 18 contains 188393 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41099 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 82497 members 
Mstep: Class 26 contains 21784 members 
Mstep: Class 27 contains 35558 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 95771 members 
Mstep: Class 30 contains 23266 members 
Mstep: Class 31 contains 13968 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60454 members 
Mstep: Class 34 contains 28097 members 
Mstep: Class 35 contains 6976 members 
Mstep: Class 36 contains 37274 members 
Mstep: Class 37 contains 177650 members 
Mstep: Class 38 contains 44060 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130666 members 
Mstep: Class 44 contains 18723 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959296.000000 Penalty: 161989.984375
Iteration 331Q: 46 clusters Score -2.259593e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124829 members 
Mstep: Class 8 contains 59448 members 
Mstep: Class 9 contains 58619 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28326 members 
Mstep: Class 14 contains 18051 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257391 members 
Mstep: Class 17 contains 275542 members 
Mstep: Class 18 contains 188394 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41099 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7123 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 82496 members 
Mstep: Class 26 contains 21838 members 
Mstep: Class 27 contains 35559 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 95744 members 
Mstep: Class 30 contains 23266 members 
Mstep: Class 31 contains 13982 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60450 members 
Mstep: Class 34 contains 28090 members 
Mstep: Class 35 contains 6978 members 
Mstep: Class 36 contains 37277 members 
Mstep: Class 37 contains 177653 members 
Mstep: Class 38 contains 44071 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130628 members 
Mstep: Class 44 contains 18731 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959184.000000 Penalty: 161989.984375
Iteration 332Q: 46 clusters Score -2.259592e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124820 members 
Mstep: Class 8 contains 59447 members 
Mstep: Class 9 contains 58616 members 
Mstep: Class 10 contains 5924 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28322 members 
Mstep: Class 14 contains 18051 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257389 members 
Mstep: Class 17 contains 275531 members 
Mstep: Class 18 contains 188397 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41099 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7122 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 82489 members 
Mstep: Class 26 contains 21894 members 
Mstep: Class 27 contains 35558 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95711 members 
Mstep: Class 30 contains 23268 members 
Mstep: Class 31 contains 13996 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60452 members 
Mstep: Class 34 contains 28088 members 
Mstep: Class 35 contains 6978 members 
Mstep: Class 36 contains 37278 members 
Mstep: Class 37 contains 177660 members 
Mstep: Class 38 contains 44086 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130593 members 
Mstep: Class 44 contains 18740 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959120.000000 Penalty: 161989.984375
Iteration 333Q: 46 clusters Score -2.259591e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14850 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124820 members 
Mstep: Class 8 contains 59447 members 
Mstep: Class 9 contains 58612 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28320 members 
Mstep: Class 14 contains 18052 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257384 members 
Mstep: Class 17 contains 275516 members 
Mstep: Class 18 contains 188400 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41100 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 82491 members 
Mstep: Class 26 contains 21939 members 
Mstep: Class 27 contains 35560 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95685 members 
Mstep: Class 30 contains 23270 members 
Mstep: Class 31 contains 14003 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60451 members 
Mstep: Class 34 contains 28084 members 
Mstep: Class 35 contains 6978 members 
Mstep: Class 36 contains 37273 members 
Mstep: Class 37 contains 177660 members 
Mstep: Class 38 contains 44104 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130567 members 
Mstep: Class 44 contains 18751 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958912.000000 Penalty: 161989.984375
Iteration 334Q: 46 clusters Score -2.259589e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124818 members 
Mstep: Class 8 contains 59447 members 
Mstep: Class 9 contains 58607 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 18055 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257380 members 
Mstep: Class 17 contains 275512 members 
Mstep: Class 18 contains 188397 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41103 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 82491 members 
Mstep: Class 26 contains 21987 members 
Mstep: Class 27 contains 35560 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95661 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14008 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60449 members 
Mstep: Class 34 contains 28079 members 
Mstep: Class 35 contains 6978 members 
Mstep: Class 36 contains 37271 members 
Mstep: Class 37 contains 177660 members 
Mstep: Class 38 contains 44120 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130532 members 
Mstep: Class 44 contains 18762 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958976.000000 Penalty: 161989.984375
Iteration 335Q: 46 clusters Score -2.25959e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124820 members 
Mstep: Class 8 contains 59447 members 
Mstep: Class 9 contains 58599 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18053 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257364 members 
Mstep: Class 17 contains 275504 members 
Mstep: Class 18 contains 188398 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41104 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 82493 members 
Mstep: Class 26 contains 22013 members 
Mstep: Class 27 contains 35562 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95640 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14013 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60450 members 
Mstep: Class 34 contains 28073 members 
Mstep: Class 35 contains 6979 members 
Mstep: Class 36 contains 37270 members 
Mstep: Class 37 contains 177663 members 
Mstep: Class 38 contains 44148 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130510 members 
Mstep: Class 44 contains 18775 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958976.000000 Penalty: 161989.984375
Iteration 336Q: 46 clusters Score -2.25959e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124820 members 
Mstep: Class 8 contains 59448 members 
Mstep: Class 9 contains 58591 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 18052 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257356 members 
Mstep: Class 17 contains 275495 members 
Mstep: Class 18 contains 188398 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41104 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7122 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 82493 members 
Mstep: Class 26 contains 22035 members 
Mstep: Class 27 contains 35563 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95618 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14014 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60451 members 
Mstep: Class 34 contains 28072 members 
Mstep: Class 35 contains 6979 members 
Mstep: Class 36 contains 37270 members 
Mstep: Class 37 contains 177660 members 
Mstep: Class 38 contains 44164 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130494 members 
Mstep: Class 44 contains 18795 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959008.000000 Penalty: 161989.984375
Iteration 337Q: 46 clusters Score -2.25959e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 14849 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124808 members 
Mstep: Class 8 contains 59450 members 
Mstep: Class 9 contains 58587 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 18053 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257339 members 
Mstep: Class 17 contains 275492 members 
Mstep: Class 18 contains 188400 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 11741 members 
Mstep: Class 25 contains 82486 members 
Mstep: Class 26 contains 22069 members 
Mstep: Class 27 contains 35563 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95596 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14012 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60450 members 
Mstep: Class 34 contains 28069 members 
Mstep: Class 35 contains 6979 members 
Mstep: Class 36 contains 37266 members 
Mstep: Class 37 contains 177653 members 
Mstep: Class 38 contains 44188 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130483 members 
Mstep: Class 44 contains 18817 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958880.000000 Penalty: 161989.984375
Iteration 338Q: 46 clusters Score -2.259589e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 14850 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124797 members 
Mstep: Class 8 contains 59452 members 
Mstep: Class 9 contains 58587 members 
Mstep: Class 10 contains 5920 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 18054 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257323 members 
Mstep: Class 17 contains 275489 members 
Mstep: Class 18 contains 188400 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7121 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 82480 members 
Mstep: Class 26 contains 22098 members 
Mstep: Class 27 contains 35564 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95564 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14015 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60451 members 
Mstep: Class 34 contains 28066 members 
Mstep: Class 35 contains 6980 members 
Mstep: Class 36 contains 37272 members 
Mstep: Class 37 contains 177657 members 
Mstep: Class 38 contains 44221 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6403 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130460 members 
Mstep: Class 44 contains 18832 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958928.000000 Penalty: 161989.984375
Iteration 339Q: 46 clusters Score -2.259589e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12469 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124789 members 
Mstep: Class 8 contains 59451 members 
Mstep: Class 9 contains 58588 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 14 contains 18053 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257315 members 
Mstep: Class 17 contains 275479 members 
Mstep: Class 18 contains 188400 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7119 members 
Mstep: Class 24 contains 11742 members 
Mstep: Class 25 contains 82468 members 
Mstep: Class 26 contains 22127 members 
Mstep: Class 27 contains 35564 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95529 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14022 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60455 members 
Mstep: Class 34 contains 28065 members 
Mstep: Class 35 contains 6981 members 
Mstep: Class 36 contains 37274 members 
Mstep: Class 37 contains 177663 members 
Mstep: Class 38 contains 44246 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130442 members 
Mstep: Class 44 contains 18845 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958928.000000 Penalty: 161989.984375
Iteration 340F: 46 clusters Score -2.259589e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 14851 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 124791 members 
Mstep: Class 8 contains 59453 members 
Mstep: Class 9 contains 58584 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 14 contains 18054 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257310 members 
Mstep: Class 17 contains 275470 members 
Mstep: Class 18 contains 188403 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7118 members 
Mstep: Class 24 contains 11743 members 
Mstep: Class 25 contains 82461 members 
Mstep: Class 26 contains 22145 members 
Mstep: Class 27 contains 35563 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 95490 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14033 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60461 members 
Mstep: Class 34 contains 28066 members 
Mstep: Class 35 contains 6982 members 
Mstep: Class 36 contains 37272 members 
Mstep: Class 37 contains 177669 members 
Mstep: Class 38 contains 44268 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1205 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130426 members 
Mstep: Class 44 contains 18853 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958752.000000 Penalty: 161989.984375
Iteration 341Q: 46 clusters Score -2.259588e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14853 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124791 members 
Mstep: Class 8 contains 59453 members 
Mstep: Class 9 contains 58579 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 14 contains 18056 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 257309 members 
Mstep: Class 17 contains 275465 members 
Mstep: Class 18 contains 188406 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41110 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7116 members 
Mstep: Class 24 contains 11742 members 
Mstep: Class 25 contains 82444 members 
Mstep: Class 26 contains 22163 members 
Mstep: Class 27 contains 35563 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 95460 members 
Mstep: Class 30 contains 23276 members 
Mstep: Class 31 contains 14045 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60467 members 
Mstep: Class 34 contains 28060 members 
Mstep: Class 35 contains 6983 members 
Mstep: Class 36 contains 37274 members 
Mstep: Class 37 contains 177667 members 
Mstep: Class 38 contains 44293 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130413 members 
Mstep: Class 44 contains 18859 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958848.000000 Penalty: 161989.984375
Iteration 342Q: 46 clusters Score -2.259588e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14855 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124792 members 
Mstep: Class 8 contains 59453 members 
Mstep: Class 9 contains 58577 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 18058 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257301 members 
Mstep: Class 17 contains 275456 members 
Mstep: Class 18 contains 188409 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41109 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 11741 members 
Mstep: Class 25 contains 82442 members 
Mstep: Class 26 contains 22172 members 
Mstep: Class 27 contains 35563 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 95435 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 14049 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60473 members 
Mstep: Class 34 contains 28052 members 
Mstep: Class 35 contains 6986 members 
Mstep: Class 36 contains 37276 members 
Mstep: Class 37 contains 177670 members 
Mstep: Class 38 contains 44317 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130405 members 
Mstep: Class 44 contains 18871 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959008.000000 Penalty: 161989.984375
Iteration 343Q: 46 clusters Score -2.25959e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124789 members 
Mstep: Class 8 contains 59454 members 
Mstep: Class 9 contains 58580 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257294 members 
Mstep: Class 17 contains 275456 members 
Mstep: Class 18 contains 188409 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7114 members 
Mstep: Class 24 contains 11740 members 
Mstep: Class 25 contains 82432 members 
Mstep: Class 26 contains 22190 members 
Mstep: Class 27 contains 35563 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 95406 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 14060 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60475 members 
Mstep: Class 34 contains 28041 members 
Mstep: Class 35 contains 6986 members 
Mstep: Class 36 contains 37280 members 
Mstep: Class 37 contains 177669 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130392 members 
Mstep: Class 44 contains 18879 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959088.000000 Penalty: 161989.984375
Iteration 344Q: 46 clusters Score -2.259591e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124786 members 
Mstep: Class 8 contains 59456 members 
Mstep: Class 9 contains 58584 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 18062 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257278 members 
Mstep: Class 17 contains 275452 members 
Mstep: Class 18 contains 188408 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7112 members 
Mstep: Class 24 contains 11741 members 
Mstep: Class 25 contains 82423 members 
Mstep: Class 26 contains 22204 members 
Mstep: Class 27 contains 35564 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 95391 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 14071 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60478 members 
Mstep: Class 34 contains 28031 members 
Mstep: Class 35 contains 6987 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177673 members 
Mstep: Class 38 contains 44359 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130382 members 
Mstep: Class 44 contains 18889 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959040.000000 Penalty: 161989.984375
Iteration 345Q: 46 clusters Score -2.25959e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124788 members 
Mstep: Class 8 contains 59459 members 
Mstep: Class 9 contains 58585 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 18064 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257262 members 
Mstep: Class 17 contains 275449 members 
Mstep: Class 18 contains 188409 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7109 members 
Mstep: Class 24 contains 11741 members 
Mstep: Class 25 contains 82407 members 
Mstep: Class 26 contains 22223 members 
Mstep: Class 27 contains 35565 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 95366 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 14080 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60481 members 
Mstep: Class 34 contains 28024 members 
Mstep: Class 35 contains 6989 members 
Mstep: Class 36 contains 37278 members 
Mstep: Class 37 contains 177674 members 
Mstep: Class 38 contains 44378 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130376 members 
Mstep: Class 44 contains 18907 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959024.000000 Penalty: 161989.984375
Iteration 346Q: 46 clusters Score -2.25959e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124786 members 
Mstep: Class 8 contains 59460 members 
Mstep: Class 9 contains 58585 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28309 members 
Mstep: Class 14 contains 18065 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257247 members 
Mstep: Class 17 contains 275448 members 
Mstep: Class 18 contains 188409 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 11740 members 
Mstep: Class 25 contains 82403 members 
Mstep: Class 26 contains 22238 members 
Mstep: Class 27 contains 35566 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 95335 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 14091 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60482 members 
Mstep: Class 34 contains 28015 members 
Mstep: Class 35 contains 6989 members 
Mstep: Class 36 contains 37277 members 
Mstep: Class 37 contains 177678 members 
Mstep: Class 38 contains 44400 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130363 members 
Mstep: Class 44 contains 18929 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959136.000000 Penalty: 161989.984375
Iteration 347Q: 46 clusters Score -2.259591e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14858 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124777 members 
Mstep: Class 8 contains 59460 members 
Mstep: Class 9 contains 58586 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 14 contains 18066 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257253 members 
Mstep: Class 17 contains 275446 members 
Mstep: Class 18 contains 188408 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 11741 members 
Mstep: Class 25 contains 82393 members 
Mstep: Class 26 contains 22249 members 
Mstep: Class 27 contains 35565 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 95303 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 14103 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60485 members 
Mstep: Class 34 contains 28000 members 
Mstep: Class 35 contains 6989 members 
Mstep: Class 36 contains 37278 members 
Mstep: Class 37 contains 177686 members 
Mstep: Class 38 contains 44417 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130355 members 
Mstep: Class 44 contains 18948 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958864.000000 Penalty: 161989.984375
Iteration 348Q: 46 clusters Score -2.259589e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14858 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124776 members 
Mstep: Class 8 contains 59460 members 
Mstep: Class 9 contains 58582 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 14 contains 18072 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257261 members 
Mstep: Class 17 contains 275445 members 
Mstep: Class 18 contains 188408 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7101 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 82383 members 
Mstep: Class 26 contains 22258 members 
Mstep: Class 27 contains 35564 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95266 members 
Mstep: Class 30 contains 23274 members 
Mstep: Class 31 contains 14113 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60485 members 
Mstep: Class 34 contains 27993 members 
Mstep: Class 35 contains 6990 members 
Mstep: Class 36 contains 37278 members 
Mstep: Class 37 contains 177698 members 
Mstep: Class 38 contains 44433 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130348 members 
Mstep: Class 44 contains 18957 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958832.000000 Penalty: 161989.984375
Iteration 349Q: 46 clusters Score -2.259588e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14859 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124771 members 
Mstep: Class 8 contains 59461 members 
Mstep: Class 9 contains 58585 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28309 members 
Mstep: Class 14 contains 18073 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257264 members 
Mstep: Class 17 contains 275449 members 
Mstep: Class 18 contains 188408 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7100 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 82373 members 
Mstep: Class 26 contains 22267 members 
Mstep: Class 27 contains 35563 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95230 members 
Mstep: Class 30 contains 23276 members 
Mstep: Class 31 contains 14124 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60487 members 
Mstep: Class 34 contains 27986 members 
Mstep: Class 35 contains 6992 members 
Mstep: Class 36 contains 37280 members 
Mstep: Class 37 contains 177708 members 
Mstep: Class 38 contains 44446 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130334 members 
Mstep: Class 44 contains 18972 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958912.000000 Penalty: 161989.984375
Iteration 350Q: 46 clusters Score -2.259589e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 124761 members 
Mstep: Class 8 contains 59464 members 
Mstep: Class 9 contains 58583 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28310 members 
Mstep: Class 14 contains 18074 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257255 members 
Mstep: Class 17 contains 275448 members 
Mstep: Class 18 contains 188409 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41103 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7101 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 82367 members 
Mstep: Class 26 contains 22285 members 
Mstep: Class 27 contains 35566 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95193 members 
Mstep: Class 30 contains 23275 members 
Mstep: Class 31 contains 14138 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60491 members 
Mstep: Class 34 contains 27987 members 
Mstep: Class 35 contains 6992 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177725 members 
Mstep: Class 38 contains 44465 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130315 members 
Mstep: Class 44 contains 18978 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959136.000000 Penalty: 161989.984375
Iteration 351Q: 46 clusters Score -2.259591e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124757 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58580 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 18075 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257232 members 
Mstep: Class 17 contains 275440 members 
Mstep: Class 18 contains 188412 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 11736 members 
Mstep: Class 25 contains 82368 members 
Mstep: Class 26 contains 22302 members 
Mstep: Class 27 contains 35567 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95158 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14158 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60492 members 
Mstep: Class 34 contains 27983 members 
Mstep: Class 35 contains 6993 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177736 members 
Mstep: Class 38 contains 44487 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130289 members 
Mstep: Class 44 contains 18993 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959216.000000 Penalty: 161989.984375
Iteration 352Q: 46 clusters Score -2.259592e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12462 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124751 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58574 members 
Mstep: Class 10 contains 5920 members 
Mstep: Class 11 contains 6937 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 18075 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257223 members 
Mstep: Class 17 contains 275431 members 
Mstep: Class 18 contains 188415 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 82369 members 
Mstep: Class 26 contains 22326 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95124 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14179 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60494 members 
Mstep: Class 34 contains 27979 members 
Mstep: Class 35 contains 6994 members 
Mstep: Class 36 contains 37280 members 
Mstep: Class 37 contains 177744 members 
Mstep: Class 38 contains 44500 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6404 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130267 members 
Mstep: Class 44 contains 19004 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959072.000000 Penalty: 161989.984375
Iteration 353Q: 46 clusters Score -2.259591e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14861 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124749 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58570 members 
Mstep: Class 10 contains 5920 members 
Mstep: Class 11 contains 6938 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 7594 members 
Mstep: Class 16 contains 257216 members 
Mstep: Class 17 contains 275427 members 
Mstep: Class 18 contains 188416 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7101 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 82371 members 
Mstep: Class 26 contains 22345 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95087 members 
Mstep: Class 30 contains 23271 members 
Mstep: Class 31 contains 14199 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60491 members 
Mstep: Class 34 contains 27974 members 
Mstep: Class 35 contains 6996 members 
Mstep: Class 36 contains 37280 members 
Mstep: Class 37 contains 177749 members 
Mstep: Class 38 contains 44518 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130247 members 
Mstep: Class 44 contains 19014 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959136.000000 Penalty: 161989.984375
Iteration 354Q: 46 clusters Score -2.259591e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14862 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124744 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58568 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6939 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28311 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257208 members 
Mstep: Class 17 contains 275424 members 
Mstep: Class 18 contains 188416 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41112 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 82372 members 
Mstep: Class 26 contains 22364 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95049 members 
Mstep: Class 30 contains 23271 members 
Mstep: Class 31 contains 14227 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60492 members 
Mstep: Class 34 contains 27964 members 
Mstep: Class 35 contains 6999 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177752 members 
Mstep: Class 38 contains 44534 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130232 members 
Mstep: Class 44 contains 19020 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959232.000000 Penalty: 161989.984375
Iteration 355Q: 46 clusters Score -2.259592e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14863 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124736 members 
Mstep: Class 8 contains 59469 members 
Mstep: Class 9 contains 58565 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6939 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28312 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257198 members 
Mstep: Class 17 contains 275419 members 
Mstep: Class 18 contains 188416 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41113 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 82375 members 
Mstep: Class 26 contains 22387 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 95016 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14251 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60493 members 
Mstep: Class 34 contains 27961 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37281 members 
Mstep: Class 37 contains 177749 members 
Mstep: Class 38 contains 44551 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1207 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130219 members 
Mstep: Class 44 contains 19018 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959056.000000 Penalty: 161989.984375
Iteration 356Q: 46 clusters Score -2.259591e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14863 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124725 members 
Mstep: Class 8 contains 59470 members 
Mstep: Class 9 contains 58562 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18082 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257196 members 
Mstep: Class 17 contains 275421 members 
Mstep: Class 18 contains 188415 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41115 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 82377 members 
Mstep: Class 26 contains 22401 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94985 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14270 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60493 members 
Mstep: Class 34 contains 27960 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37281 members 
Mstep: Class 37 contains 177752 members 
Mstep: Class 38 contains 44560 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1206 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130208 members 
Mstep: Class 44 contains 19018 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959200.000000 Penalty: 161989.984375
Iteration 357Q: 46 clusters Score -2.259592e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59472 members 
Mstep: Class 9 contains 58561 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18080 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257210 members 
Mstep: Class 17 contains 275420 members 
Mstep: Class 18 contains 188415 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7108 members 
Mstep: Class 24 contains 11737 members 
Mstep: Class 25 contains 82376 members 
Mstep: Class 26 contains 22409 members 
Mstep: Class 27 contains 35569 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94961 members 
Mstep: Class 30 contains 23272 members 
Mstep: Class 31 contains 14277 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60494 members 
Mstep: Class 34 contains 27954 members 
Mstep: Class 35 contains 7001 members 
Mstep: Class 36 contains 37282 members 
Mstep: Class 37 contains 177759 members 
Mstep: Class 38 contains 44566 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130198 members 
Mstep: Class 44 contains 19025 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959120.000000 Penalty: 161989.984375
Iteration 358Q: 46 clusters Score -2.259591e+08 nChanged 102
Entering ConstructFrom: 
Score: -225959120.000000 Penalty: 161989.984375
Entering ConstructFrom: 
Trying to split cluster 1 (24368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Entering Unmasked Estep 
Score: -2752155.750000 Penalty: 2505.054688
	Iteration 0F: 2 clusters Score -2752156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2735370.500000 Penalty: 5010.109375
	Iteration 0F: 3 clusters Score -2735370 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2741600.000000 Penalty: 5010.109375
	Iteration 1F: 3 clusters Score -2741600 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2742758.500000 Penalty: 5010.109375
	Iteration 2F: 3 clusters Score -2742758 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2744209.500000 Penalty: 5010.109375
	Iteration 3F: 3 clusters Score -2744210 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2745882.250000 Penalty: 5010.109375
	Iteration 4F: 3 clusters Score -2745882 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2747318.000000 Penalty: 5010.109375
	Iteration 5F: 3 clusters Score -2747318 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2748358.000000 Penalty: 5010.109375
	Iteration 6F: 3 clusters Score -2748358 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2749001.250000 Penalty: 5010.109375
	Iteration 7Q: 3 clusters Score -2749001 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2749440.250000 Penalty: 5010.109375
	Iteration 8Q: 3 clusters Score -2749440 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -2749739.000000 Penalty: 5010.109375
	Iteration 9Q: 3 clusters Score -2749739 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2749966.500000 Penalty: 5010.109375
	Iteration 10Q: 3 clusters Score -2749966 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2750137.000000 Penalty: 5010.109375
	Iteration 11Q: 3 clusters Score -2750137 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -2750275.000000 Penalty: 5010.109375
	Iteration 12Q: 3 clusters Score -2750275 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2750374.000000 Penalty: 5010.109375
	Iteration 13Q: 3 clusters Score -2750374 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -2750448.500000 Penalty: 5010.109375
	Iteration 14Q: 3 clusters Score -2750448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2750493.500000 Penalty: 5010.109375
	Iteration 15Q: 3 clusters Score -2750494 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2750527.750000 Penalty: 5010.109375
	Iteration 16Q: 3 clusters Score -2750528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2750558.750000 Penalty: 5010.109375
	Iteration 17Q: 3 clusters Score -2750559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2750582.250000 Penalty: 5010.109375
	Iteration 18Q: 3 clusters Score -2750582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2750584.750000 Penalty: 5010.109375
	Iteration 19Q: 3 clusters Score -2750585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2750595.250000 Penalty: 5010.109375
	Iteration 20F: 3 clusters Score -2750595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2750596.250000 Penalty: 5010.109375
	Iteration 21Q: 3 clusters Score -2750596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -2750604.000000 Penalty: 5010.109375
	Iteration 22Q: 3 clusters Score -2750604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2750605.750000 Penalty: 5010.109375
	Iteration 23Q: 3 clusters Score -2750606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -2750615.750000 Penalty: 5010.109375
	Iteration 24Q: 3 clusters Score -2750616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2750612.750000 Penalty: 5010.109375
	Iteration 25Q: 3 clusters Score -2750613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2750616.250000 Penalty: 5010.109375
	Iteration 26Q: 3 clusters Score -2750616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2750618.000000 Penalty: 5010.109375
	Iteration 27Q: 3 clusters Score -2750618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2750619.000000 Penalty: 5010.109375
	Iteration 28Q: 3 clusters Score -2750619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2750615.250000 Penalty: 5010.109375
	Iteration 29Q: 3 clusters Score -2750615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2750619.500000 Penalty: 5010.109375
	Iteration 30Q: 3 clusters Score -2750620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2750621.250000 Penalty: 5010.109375
	Iteration 31Q: 3 clusters Score -2750621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2750624.000000 Penalty: 5010.109375
	Iteration 32Q: 3 clusters Score -2750624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2750624.000000 Penalty: 5010.109375
	Iteration 33F: 3 clusters Score -2750624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -86669.164062 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -86669.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84869.710938 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -84869.71 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85267.484375 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -85267.48 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85558.921875 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -85558.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85697.445312 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -85697.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85787.390625 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -85787.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85892.007812 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -85892.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86035.179688 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -86035.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86160.140625 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -86160.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86214.351562 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -86214.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -86230.960938 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -86230.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -86236.375000 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -86236.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86239.109375 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -86239.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -86242.921875 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -86242.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -86247.265625 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -86247.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86256.679688 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -86256.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -86265.265625 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -86265.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86267.718750 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -86267.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86267.718750 Penalty: 3346.220459
	Iteration 17F: 3 clusters Score -86267.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -1231276.500000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1231276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1222948.875000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1222949 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1225574.000000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1225574 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1226044.625000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1226045 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1226458.750000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1226459 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1226800.375000 Penalty: 4616.188477
	Iteration 4F: 3 clusters Score -1226800 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1227155.625000 Penalty: 4616.188477
	Iteration 5Q: 3 clusters Score -1227156 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1227418.500000 Penalty: 4616.188477
	Iteration 6Q: 3 clusters Score -1227418 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1227630.000000 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -1227630 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1227831.750000 Penalty: 4616.188477
	Iteration 8Q: 3 clusters Score -1227832 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1228034.125000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1228034 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1228261.250000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1228261 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1228479.500000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1228480 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1228636.000000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1228636 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1228734.500000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1228734 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1228819.750000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1228820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1228875.000000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1228875 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1228935.625000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1228936 nChanged 141
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: -1228996.500000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1228996 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1229046.000000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1229046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1229080.250000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1229080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1229105.750000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1229106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1229127.625000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1229128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1229146.750000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1229147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1229154.750000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1229155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1229176.375000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1229176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1229191.125000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1229191 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1229212.125000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1229212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1229224.875000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1229225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1229236.500000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1229236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1229241.250000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1229241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1229246.625000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1229247 nChanged 26
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: -1229254.125000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1229254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1229255.875000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1229256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1229258.250000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1229258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1229259.250000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1229259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1229260.750000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1229261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1229263.000000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1229263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1229266.250000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1229266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1229266.500000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1229266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1229267.500000 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -1229268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1229268.250000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -1229268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1229273.500000 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -1229274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1229271.000000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -1229271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1229272.250000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -1229272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1229281.625000 Penalty: 4616.188477
	Iteration 44Q: 3 clusters Score -1229282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1229281.750000 Penalty: 4616.188477
	Iteration 45Q: 3 clusters Score -1229282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1229287.750000 Penalty: 4616.188477
	Iteration 46Q: 3 clusters Score -1229288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1229290.625000 Penalty: 4616.188477
	Iteration 47Q: 3 clusters Score -1229291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1229293.375000 Penalty: 4616.188477
	Iteration 48Q: 3 clusters Score -1229293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1229299.375000 Penalty: 4616.188477
	Iteration 49Q: 3 clusters Score -1229299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1229307.125000 Penalty: 4616.188477
	Iteration 50Q: 3 clusters Score -1229307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1229309.875000 Penalty: 4616.188477
	Iteration 51Q: 3 clusters Score -1229310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1229313.250000 Penalty: 4616.188477
	Iteration 52Q: 3 clusters Score -1229313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1229313.875000 Penalty: 4616.188477
	Iteration 53Q: 3 clusters Score -1229314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1229318.250000 Penalty: 4616.188477
	Iteration 54Q: 3 clusters Score -1229318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1229318.500000 Penalty: 4616.188477
	Iteration 55Q: 3 clusters Score -1229318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1229316.000000 Penalty: 4616.188477
	Iteration 56Q: 3 clusters Score -1229316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1229316.000000 Penalty: 4616.188477
	Iteration 57Q: 3 clusters Score -1229316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1229319.250000 Penalty: 4616.188477
	Iteration 58Q: 3 clusters Score -1229319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1229318.125000 Penalty: 4616.188477
	Iteration 59Q: 3 clusters Score -1229318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1229320.625000 Penalty: 4616.188477
	Iteration 60F: 3 clusters Score -1229321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1229322.375000 Penalty: 4616.188477
	Iteration 61Q: 3 clusters Score -1229322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1229322.500000 Penalty: 4616.188477
	Iteration 62Q: 3 clusters Score -1229322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1229322.875000 Penalty: 4616.188477
	Iteration 63Q: 3 clusters Score -1229323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1229324.375000 Penalty: 4616.188477
	Iteration 64Q: 3 clusters Score -1229324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1229321.875000 Penalty: 4616.188477
	Iteration 65Q: 3 clusters Score -1229322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1229324.000000 Penalty: 4616.188477
	Iteration 66Q: 3 clusters Score -1229324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1229325.500000 Penalty: 4616.188477
	Iteration 67Q: 3 clusters Score -1229326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1229324.250000 Penalty: 4616.188477
	Iteration 68Q: 3 clusters Score -1229324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1229321.750000 Penalty: 4616.188477
	Iteration 69Q: 3 clusters Score -1229322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1229322.750000 Penalty: 4616.188477
	Iteration 70Q: 3 clusters Score -1229323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1229323.375000 Penalty: 4616.188477
	Iteration 71Q: 3 clusters Score -1229323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1229323.875000 Penalty: 4616.188477
	Iteration 72Q: 3 clusters Score -1229324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1229324.125000 Penalty: 4616.188477
	Iteration 73Q: 3 clusters Score -1229324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1229324.000000 Penalty: 4616.188477
	Iteration 74Q: 3 clusters Score -1229324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1229324.000000 Penalty: 4616.188477
	Iteration 75F: 3 clusters Score -1229324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Entering Unmasked Estep 
Score: -1375899.750000 Penalty: 2338.808594
	Iteration 0F: 2 clusters Score -1375900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1366741.750000 Penalty: 4677.617188
	Iteration 0F: 3 clusters Score -1366742 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1369823.500000 Penalty: 4677.617188
	Iteration 1F: 3 clusters Score -1369824 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1370762.750000 Penalty: 4677.617188
	Iteration 2F: 3 clusters Score -1370763 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1371658.125000 Penalty: 4677.617188
	Iteration 3F: 3 clusters Score -1371658 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1372437.625000 Penalty: 4677.617188
	Iteration 4F: 3 clusters Score -1372438 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1373087.375000 Penalty: 4677.617188
	Iteration 5F: 3 clusters Score -1373087 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1373536.500000 Penalty: 4677.617188
	Iteration 6F: 3 clusters Score -1373536 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1373833.625000 Penalty: 4677.617188
	Iteration 7Q: 3 clusters Score -1373834 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1374030.625000 Penalty: 4677.617188
	Iteration 8Q: 3 clusters Score -1374031 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1374171.875000 Penalty: 4677.617188
	Iteration 9Q: 3 clusters Score -1374172 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1374287.500000 Penalty: 4677.617188
	Iteration 10Q: 3 clusters Score -1374288 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1374412.500000 Penalty: 4677.617188
	Iteration 11Q: 3 clusters Score -1374412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1374521.875000 Penalty: 4677.617188
	Iteration 12Q: 3 clusters Score -1374522 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1374625.875000 Penalty: 4677.617188
	Iteration 13Q: 3 clusters Score -1374626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1374701.125000 Penalty: 4677.617188
	Iteration 14Q: 3 clusters Score -1374701 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1374752.625000 Penalty: 4677.617188
	Iteration 15Q: 3 clusters Score -1374753 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1374792.625000 Penalty: 4677.617188
	Iteration 16Q: 3 clusters Score -1374793 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1374825.500000 Penalty: 4677.617188
	Iteration 17Q: 3 clusters Score -1374826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1374858.625000 Penalty: 4677.617188
	Iteration 18Q: 3 clusters Score -1374859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1374888.875000 Penalty: 4677.617188
	Iteration 19Q: 3 clusters Score -1374889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1374914.625000 Penalty: 4677.617188
	Iteration 20F: 3 clusters Score -1374915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1374939.875000 Penalty: 4677.617188
	Iteration 21Q: 3 clusters Score -1374940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1374967.625000 Penalty: 4677.617188
	Iteration 22Q: 3 clusters Score -1374968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1374989.125000 Penalty: 4677.617188
	Iteration 23Q: 3 clusters Score -1374989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1375014.875000 Penalty: 4677.617188
	Iteration 24Q: 3 clusters Score -1375015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1375031.500000 Penalty: 4677.617188
	Iteration 25Q: 3 clusters Score -1375032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1375043.375000 Penalty: 4677.617188
	Iteration 26Q: 3 clusters Score -1375043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1375049.250000 Penalty: 4677.617188
	Iteration 27Q: 3 clusters Score -1375049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1375057.750000 Penalty: 4677.617188
	Iteration 28Q: 3 clusters Score -1375058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1375068.125000 Penalty: 4677.617188
	Iteration 29Q: 3 clusters Score -1375068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1375076.625000 Penalty: 4677.617188
	Iteration 30Q: 3 clusters Score -1375077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1375082.625000 Penalty: 4677.617188
	Iteration 31Q: 3 clusters Score -1375083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1375091.750000 Penalty: 4677.617188
	Iteration 32Q: 3 clusters Score -1375092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1375090.625000 Penalty: 4677.617188
	Iteration 33Q: 3 clusters Score -1375091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1375090.875000 Penalty: 4677.617188
	Iteration 34Q: 3 clusters Score -1375091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1375092.500000 Penalty: 4677.617188
	Iteration 35Q: 3 clusters Score -1375092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1375092.375000 Penalty: 4677.617188
	Iteration 36Q: 3 clusters Score -1375092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1375096.250000 Penalty: 4677.617188
	Iteration 37Q: 3 clusters Score -1375096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1375096.375000 Penalty: 4677.617188
	Iteration 38Q: 3 clusters Score -1375096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1375098.125000 Penalty: 4677.617188
	Iteration 39Q: 3 clusters Score -1375098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1375098.625000 Penalty: 4677.617188
	Iteration 40F: 3 clusters Score -1375099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1375099.625000 Penalty: 4677.617188
	Iteration 41Q: 3 clusters Score -1375100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1375101.750000 Penalty: 4677.617188
	Iteration 42Q: 3 clusters Score -1375102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1375102.000000 Penalty: 4677.617188
	Iteration 43Q: 3 clusters Score -1375102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1375102.000000 Penalty: 4677.617188
	Iteration 44F: 3 clusters Score -1375102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Entering Unmasked Estep 
Score: -1760841.500000 Penalty: 2382.477783
	Iteration 0F: 2 clusters Score -1760842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1750146.000000 Penalty: 4764.955566
	Iteration 0F: 3 clusters Score -1750146 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1753505.375000 Penalty: 4764.955566
	Iteration 1F: 3 clusters Score -1753505 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1753864.875000 Penalty: 4764.955566
	Iteration 2F: 3 clusters Score -1753865 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1754129.250000 Penalty: 4764.955566
	Iteration 3Q: 3 clusters Score -1754129 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1754373.000000 Penalty: 4764.955566
	Iteration 4Q: 3 clusters Score -1754373 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1754616.125000 Penalty: 4764.955566
	Iteration 5Q: 3 clusters Score -1754616 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1754863.125000 Penalty: 4764.955566
	Iteration 6Q: 3 clusters Score -1754863 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1755120.500000 Penalty: 4764.955566
	Iteration 7Q: 3 clusters Score -1755120 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1755406.750000 Penalty: 4764.955566
	Iteration 8Q: 3 clusters Score -1755407 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1755712.000000 Penalty: 4764.955566
	Iteration 9Q: 3 clusters Score -1755712 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1756107.000000 Penalty: 4764.955566
	Iteration 10Q: 3 clusters Score -1756107 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1756575.625000 Penalty: 4764.955566
	Iteration 11Q: 3 clusters Score -1756576 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1756990.625000 Penalty: 4764.955566
	Iteration 12Q: 3 clusters Score -1756991 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1757324.375000 Penalty: 4764.955566
	Iteration 13Q: 3 clusters Score -1757324 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1757593.875000 Penalty: 4764.955566
	Iteration 14Q: 3 clusters Score -1757594 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1757790.000000 Penalty: 4764.955566
	Iteration 15Q: 3 clusters Score -1757790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1757904.000000 Penalty: 4764.955566
	Iteration 16Q: 3 clusters Score -1757904 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1757965.500000 Penalty: 4764.955566
	Iteration 17Q: 3 clusters Score -1757966 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1758014.250000 Penalty: 4764.955566
	Iteration 18Q: 3 clusters Score -1758014 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1758057.750000 Penalty: 4764.955566
	Iteration 19Q: 3 clusters Score -1758058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1758096.750000 Penalty: 4764.955566
	Iteration 20F: 3 clusters Score -1758097 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1758144.625000 Penalty: 4764.955566
	Iteration 21Q: 3 clusters Score -1758145 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1758197.875000 Penalty: 4764.955566
	Iteration 22Q: 3 clusters Score -1758198 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1758246.750000 Penalty: 4764.955566
	Iteration 23Q: 3 clusters Score -1758247 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1758297.250000 Penalty: 4764.955566
	Iteration 24Q: 3 clusters Score -1758297 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1758339.625000 Penalty: 4764.955566
	Iteration 25Q: 3 clusters Score -1758340 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1758395.000000 Penalty: 4764.955566
	Iteration 26Q: 3 clusters Score -1758395 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1758438.250000 Penalty: 4764.955566
	Iteration 27Q: 3 clusters Score -1758438 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1758487.875000 Penalty: 4764.955566
	Iteration 28Q: 3 clusters Score -1758488 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1758558.625000 Penalty: 4764.955566
	Iteration 29Q: 3 clusters Score -1758559 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1758631.500000 Penalty: 4764.955566
	Iteration 30Q: 3 clusters Score -1758632 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1758697.625000 Penalty: 4764.955566
	Iteration 31Q: 3 clusters Score -1758698 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1758770.500000 Penalty: 4764.955566
	Iteration 32Q: 3 clusters Score -1758770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1758837.500000 Penalty: 4764.955566
	Iteration 33Q: 3 clusters Score -1758838 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1758896.500000 Penalty: 4764.955566
	Iteration 34Q: 3 clusters Score -1758896 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1758946.250000 Penalty: 4764.955566
	Iteration 35Q: 3 clusters Score -1758946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1758994.500000 Penalty: 4764.955566
	Iteration 36Q: 3 clusters Score -1758994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1759034.625000 Penalty: 4764.955566
	Iteration 37Q: 3 clusters Score -1759035 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1759063.000000 Penalty: 4764.955566
	Iteration 38Q: 3 clusters Score -1759063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1759088.625000 Penalty: 4764.955566
	Iteration 39Q: 3 clusters Score -1759089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1759109.000000 Penalty: 4764.955566
	Iteration 40F: 3 clusters Score -1759109 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1759128.375000 Penalty: 4764.955566
	Iteration 41Q: 3 clusters Score -1759128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1759141.250000 Penalty: 4764.955566
	Iteration 42Q: 3 clusters Score -1759141 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1759158.750000 Penalty: 4764.955566
	Iteration 43Q: 3 clusters Score -1759159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1759174.750000 Penalty: 4764.955566
	Iteration 44Q: 3 clusters Score -1759175 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1759193.500000 Penalty: 4764.955566
	Iteration 45Q: 3 clusters Score -1759194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1759205.625000 Penalty: 4764.955566
	Iteration 46Q: 3 clusters Score -1759206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1759217.750000 Penalty: 4764.955566
	Iteration 47Q: 3 clusters Score -1759218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1759224.500000 Penalty: 4764.955566
	Iteration 48Q: 3 clusters Score -1759224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1759233.250000 Penalty: 4764.955566
	Iteration 49Q: 3 clusters Score -1759233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1759234.500000 Penalty: 4764.955566
	Iteration 50Q: 3 clusters Score -1759234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1759238.000000 Penalty: 4764.955566
	Iteration 51Q: 3 clusters Score -1759238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1759249.000000 Penalty: 4764.955566
	Iteration 52Q: 3 clusters Score -1759249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1759254.000000 Penalty: 4764.955566
	Iteration 53Q: 3 clusters Score -1759254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1759259.375000 Penalty: 4764.955566
	Iteration 54Q: 3 clusters Score -1759259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1759266.875000 Penalty: 4764.955566
	Iteration 55Q: 3 clusters Score -1759267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1759269.125000 Penalty: 4764.955566
	Iteration 56Q: 3 clusters Score -1759269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1759273.875000 Penalty: 4764.955566
	Iteration 57Q: 3 clusters Score -1759274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1759277.250000 Penalty: 4764.955566
	Iteration 58Q: 3 clusters Score -1759277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1759281.750000 Penalty: 4764.955566
	Iteration 59Q: 3 clusters Score -1759282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1759285.875000 Penalty: 4764.955566
	Iteration 60F: 3 clusters Score -1759286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1759287.250000 Penalty: 4764.955566
	Iteration 61Q: 3 clusters Score -1759287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1759285.500000 Penalty: 4764.955566
	Iteration 62Q: 3 clusters Score -1759286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1759287.375000 Penalty: 4764.955566
	Iteration 63Q: 3 clusters Score -1759287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1759287.750000 Penalty: 4764.955566
	Iteration 64Q: 3 clusters Score -1759288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1759289.375000 Penalty: 4764.955566
	Iteration 65Q: 3 clusters Score -1759289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1759286.250000 Penalty: 4764.955566
	Iteration 66Q: 3 clusters Score -1759286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1759286.250000 Penalty: 4764.955566
	Iteration 67F: 3 clusters Score -1759286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1203183.750000 Penalty: 2309.105469
	Iteration 0F: 2 clusters Score -1203184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1194872.000000 Penalty: 4618.210938
	Iteration 0F: 3 clusters Score -1194872 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1197416.250000 Penalty: 4618.210938
	Iteration 1F: 3 clusters Score -1197416 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1197834.125000 Penalty: 4618.210938
	Iteration 2F: 3 clusters Score -1197834 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1198159.750000 Penalty: 4618.210938
	Iteration 3F: 3 clusters Score -1198160 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1198445.250000 Penalty: 4618.210938
	Iteration 4Q: 3 clusters Score -1198445 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1198736.875000 Penalty: 4618.210938
	Iteration 5Q: 3 clusters Score -1198737 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1198994.500000 Penalty: 4618.210938
	Iteration 6Q: 3 clusters Score -1198994 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1199315.375000 Penalty: 4618.210938
	Iteration 7Q: 3 clusters Score -1199315 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1199666.250000 Penalty: 4618.210938
	Iteration 8Q: 3 clusters Score -1199666 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1200051.875000 Penalty: 4618.210938
	Iteration 9F: 3 clusters Score -1200052 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1200438.125000 Penalty: 4618.210938
	Iteration 10F: 3 clusters Score -1200438 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1200785.500000 Penalty: 4618.210938
	Iteration 11Q: 3 clusters Score -1200786 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1201083.375000 Penalty: 4618.210938
	Iteration 12Q: 3 clusters Score -1201083 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1201336.250000 Penalty: 4618.210938
	Iteration 13Q: 3 clusters Score -1201336 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1201507.000000 Penalty: 4618.210938
	Iteration 14Q: 3 clusters Score -1201507 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1201663.000000 Penalty: 4618.210938
	Iteration 15Q: 3 clusters Score -1201663 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1201802.750000 Penalty: 4618.210938
	Iteration 16Q: 3 clusters Score -1201803 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1201900.500000 Penalty: 4618.210938
	Iteration 17Q: 3 clusters Score -1201900 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1201971.000000 Penalty: 4618.210938
	Iteration 18Q: 3 clusters Score -1201971 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1202015.625000 Penalty: 4618.210938
	Iteration 19Q: 3 clusters Score -1202016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1202055.625000 Penalty: 4618.210938
	Iteration 20F: 3 clusters Score -1202056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1202084.125000 Penalty: 4618.210938
	Iteration 21Q: 3 clusters Score -1202084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1202105.750000 Penalty: 4618.210938
	Iteration 22Q: 3 clusters Score -1202106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1202122.250000 Penalty: 4618.210938
	Iteration 23Q: 3 clusters Score -1202122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1202132.250000 Penalty: 4618.210938
	Iteration 24Q: 3 clusters Score -1202132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1202138.500000 Penalty: 4618.210938
	Iteration 25Q: 3 clusters Score -1202138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1202144.750000 Penalty: 4618.210938
	Iteration 26Q: 3 clusters Score -1202145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1202150.875000 Penalty: 4618.210938
	Iteration 27Q: 3 clusters Score -1202151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1202160.250000 Penalty: 4618.210938
	Iteration 28Q: 3 clusters Score -1202160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1202161.250000 Penalty: 4618.210938
	Iteration 29Q: 3 clusters Score -1202161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1202165.500000 Penalty: 4618.210938
	Iteration 30Q: 3 clusters Score -1202166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1202166.875000 Penalty: 4618.210938
	Iteration 31Q: 3 clusters Score -1202167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1202172.500000 Penalty: 4618.210938
	Iteration 32Q: 3 clusters Score -1202172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1202173.250000 Penalty: 4618.210938
	Iteration 33Q: 3 clusters Score -1202173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1202176.625000 Penalty: 4618.210938
	Iteration 34Q: 3 clusters Score -1202177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1202177.625000 Penalty: 4618.210938
	Iteration 35Q: 3 clusters Score -1202178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1202179.250000 Penalty: 4618.210938
	Iteration 36Q: 3 clusters Score -1202179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1202182.375000 Penalty: 4618.210938
	Iteration 37Q: 3 clusters Score -1202182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1202182.750000 Penalty: 4618.210938
	Iteration 38Q: 3 clusters Score -1202183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1202183.625000 Penalty: 4618.210938
	Iteration 39Q: 3 clusters Score -1202184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1202183.625000 Penalty: 4618.210938
	Iteration 40F: 3 clusters Score -1202184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124705 members 
Entering Unmasked Estep 
Score: -14274186.000000 Penalty: 2909.959229
	Iteration 0F: 2 clusters Score -1.427419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -14190560.000000 Penalty: 5819.918457
	Iteration 0F: 3 clusters Score -1.419056e+07 nChanged 59580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -14224965.000000 Penalty: 5819.918457
	Iteration 1F: 3 clusters Score -1.422496e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -14226058.000000 Penalty: 5819.918457
	Iteration 2Q: 3 clusters Score -1.422606e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -14227428.000000 Penalty: 5819.918457
	Iteration 3Q: 3 clusters Score -1.422743e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -14229915.000000 Penalty: 5819.918457
	Iteration 4Q: 3 clusters Score -1.422992e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -14234335.000000 Penalty: 5819.918457
	Iteration 5F: 3 clusters Score -1.423434e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -14241900.000000 Penalty: 5819.918457
	Iteration 6F: 3 clusters Score -1.42419e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -14252869.000000 Penalty: 5819.918457
	Iteration 7F: 3 clusters Score -1.425287e+07 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 115750 members 
Entering Unmasked Estep 
Score: -14262936.000000 Penalty: 5819.918457
	Iteration 8F: 3 clusters Score -1.426294e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 121609 members 
Entering Unmasked Estep 
Score: -14268682.000000 Penalty: 5819.918457
	Iteration 9Q: 3 clusters Score -1.426868e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 123706 members 
Entering Unmasked Estep 
Score: -14270680.000000 Penalty: 5819.918457
	Iteration 10Q: 3 clusters Score -1.427068e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 124280 members 
Entering Unmasked Estep 
Score: -14271284.000000 Penalty: 5819.918457
	Iteration 11Q: 3 clusters Score -1.427128e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -14271472.000000 Penalty: 5819.918457
	Iteration 12Q: 3 clusters Score -1.427147e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -14271533.000000 Penalty: 5819.918457
	Iteration 13Q: 3 clusters Score -1.427153e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -14271584.000000 Penalty: 5819.918457
	Iteration 14Q: 3 clusters Score -1.427158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -14271614.000000 Penalty: 5819.918457
	Iteration 15Q: 3 clusters Score -1.427161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -14271622.000000 Penalty: 5819.918457
	Iteration 16Q: 3 clusters Score -1.427162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -14271617.000000 Penalty: 5819.918457
	Iteration 17Q: 3 clusters Score -1.427162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -14271620.000000 Penalty: 5819.918457
	Iteration 18Q: 3 clusters Score -1.427162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 124481 members 
Entering Unmasked Estep 
Score: -14271620.000000 Penalty: 5819.918457
	Iteration 19F: 3 clusters Score -1.427162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Entering Unmasked Estep 
Score: -6902685.500000 Penalty: 2726.337158
	Iteration 0F: 2 clusters Score -6902686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -6862637.000000 Penalty: 5452.674316
	Iteration 0F: 3 clusters Score -6862637 nChanged 27698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -6878264.500000 Penalty: 5452.674316
	Iteration 1F: 3 clusters Score -6878264 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -6879337.000000 Penalty: 5452.674316
	Iteration 2Q: 3 clusters Score -6879337 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -6881056.000000 Penalty: 5452.674316
	Iteration 3F: 3 clusters Score -6881056 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -6883389.000000 Penalty: 5452.674316
	Iteration 4F: 3 clusters Score -6883389 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -6886170.000000 Penalty: 5452.674316
	Iteration 5F: 3 clusters Score -6886170 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -6888768.000000 Penalty: 5452.674316
	Iteration 6F: 3 clusters Score -6888768 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -6890872.000000 Penalty: 5452.674316
	Iteration 7F: 3 clusters Score -6890872 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6892475.500000 Penalty: 5452.674316
	Iteration 8F: 3 clusters Score -6892476 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -6893918.500000 Penalty: 5452.674316
	Iteration 9Q: 3 clusters Score -6893918 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -6895273.500000 Penalty: 5452.674316
	Iteration 10Q: 3 clusters Score -6895274 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -6896513.500000 Penalty: 5452.674316
	Iteration 11Q: 3 clusters Score -6896514 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6897619.500000 Penalty: 5452.674316
	Iteration 12Q: 3 clusters Score -6897620 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6898483.000000 Penalty: 5452.674316
	Iteration 13Q: 3 clusters Score -6898483 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6899120.000000 Penalty: 5452.674316
	Iteration 14Q: 3 clusters Score -6899120 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6899544.000000 Penalty: 5452.674316
	Iteration 15Q: 3 clusters Score -6899544 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6899844.500000 Penalty: 5452.674316
	Iteration 16Q: 3 clusters Score -6899844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -6900049.000000 Penalty: 5452.674316
	Iteration 17Q: 3 clusters Score -6900049 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6900208.000000 Penalty: 5452.674316
	Iteration 18Q: 3 clusters Score -6900208 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6900303.000000 Penalty: 5452.674316
	Iteration 19Q: 3 clusters Score -6900303 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6900342.000000 Penalty: 5452.674316
	Iteration 20F: 3 clusters Score -6900342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6900367.000000 Penalty: 5452.674316
	Iteration 21Q: 3 clusters Score -6900367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6900366.000000 Penalty: 5452.674316
	Iteration 22Q: 3 clusters Score -6900366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6900404.000000 Penalty: 5452.674316
	Iteration 23Q: 3 clusters Score -6900404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6900428.500000 Penalty: 5452.674316
	Iteration 24Q: 3 clusters Score -6900428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6900445.000000 Penalty: 5452.674316
	Iteration 25Q: 3 clusters Score -6900445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6900456.000000 Penalty: 5452.674316
	Iteration 26Q: 3 clusters Score -6900456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6900447.500000 Penalty: 5452.674316
	Iteration 27Q: 3 clusters Score -6900448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6900453.500000 Penalty: 5452.674316
	Iteration 28Q: 3 clusters Score -6900454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6900452.500000 Penalty: 5452.674316
	Iteration 29Q: 3 clusters Score -6900452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6900446.500000 Penalty: 5452.674316
	Iteration 30Q: 3 clusters Score -6900446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6900461.500000 Penalty: 5452.674316
	Iteration 31Q: 3 clusters Score -6900462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6900462.000000 Penalty: 5452.674316
	Iteration 32Q: 3 clusters Score -6900462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6900477.000000 Penalty: 5452.674316
	Iteration 33Q: 3 clusters Score -6900477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6900495.000000 Penalty: 5452.674316
	Iteration 34Q: 3 clusters Score -6900495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6900495.500000 Penalty: 5452.674316
	Iteration 35Q: 3 clusters Score -6900496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6900496.000000 Penalty: 5452.674316
	Iteration 36Q: 3 clusters Score -6900496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6900495.500000 Penalty: 5452.674316
	Iteration 37Q: 3 clusters Score -6900496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6900502.500000 Penalty: 5452.674316
	Iteration 38Q: 3 clusters Score -6900502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6900492.500000 Penalty: 5452.674316
	Iteration 39Q: 3 clusters Score -6900492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6900495.000000 Penalty: 5452.674316
	Iteration 40F: 3 clusters Score -6900495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6900497.000000 Penalty: 5452.674316
	Iteration 41Q: 3 clusters Score -6900497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6900497.000000 Penalty: 5452.674316
	Iteration 42F: 3 clusters Score -6900497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Entering Unmasked Estep 
Score: -6827377.000000 Penalty: 2722.509033
	Iteration 0F: 2 clusters Score -6827377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -6788011.500000 Penalty: 5445.018066
	Iteration 0F: 3 clusters Score -6788012 nChanged 27182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -6803427.500000 Penalty: 5445.018066
	Iteration 1F: 3 clusters Score -6803428 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6804180.500000 Penalty: 5445.018066
	Iteration 2Q: 3 clusters Score -6804180 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -6805156.000000 Penalty: 5445.018066
	Iteration 3Q: 3 clusters Score -6805156 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -6806221.000000 Penalty: 5445.018066
	Iteration 4Q: 3 clusters Score -6806221 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -6807437.000000 Penalty: 5445.018066
	Iteration 5Q: 3 clusters Score -6807437 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -6808697.500000 Penalty: 5445.018066
	Iteration 6Q: 3 clusters Score -6808698 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -6809899.000000 Penalty: 5445.018066
	Iteration 7Q: 3 clusters Score -6809899 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -6811112.000000 Penalty: 5445.018066
	Iteration 8Q: 3 clusters Score -6811112 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -6812421.500000 Penalty: 5445.018066
	Iteration 9Q: 3 clusters Score -6812422 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -6813814.000000 Penalty: 5445.018066
	Iteration 10Q: 3 clusters Score -6813814 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -6815459.500000 Penalty: 5445.018066
	Iteration 11Q: 3 clusters Score -6815460 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -6817169.000000 Penalty: 5445.018066
	Iteration 12Q: 3 clusters Score -6817169 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -6818926.500000 Penalty: 5445.018066
	Iteration 13Q: 3 clusters Score -6818926 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -6820655.500000 Penalty: 5445.018066
	Iteration 14Q: 3 clusters Score -6820656 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -6822017.000000 Penalty: 5445.018066
	Iteration 15Q: 3 clusters Score -6822017 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -6823020.500000 Penalty: 5445.018066
	Iteration 16Q: 3 clusters Score -6823020 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -6823696.500000 Penalty: 5445.018066
	Iteration 17Q: 3 clusters Score -6823696 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6824165.500000 Penalty: 5445.018066
	Iteration 18Q: 3 clusters Score -6824166 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56577 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6824449.500000 Penalty: 5445.018066
	Iteration 19Q: 3 clusters Score -6824450 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6824641.500000 Penalty: 5445.018066
	Iteration 20F: 3 clusters Score -6824642 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6824792.500000 Penalty: 5445.018066
	Iteration 21Q: 3 clusters Score -6824792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6824874.500000 Penalty: 5445.018066
	Iteration 22Q: 3 clusters Score -6824874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6824951.000000 Penalty: 5445.018066
	Iteration 23Q: 3 clusters Score -6824951 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6824981.000000 Penalty: 5445.018066
	Iteration 24Q: 3 clusters Score -6824981 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6825011.500000 Penalty: 5445.018066
	Iteration 25Q: 3 clusters Score -6825012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6825041.500000 Penalty: 5445.018066
	Iteration 26Q: 3 clusters Score -6825042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6825047.500000 Penalty: 5445.018066
	Iteration 27Q: 3 clusters Score -6825048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6825064.500000 Penalty: 5445.018066
	Iteration 28Q: 3 clusters Score -6825064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6825073.500000 Penalty: 5445.018066
	Iteration 29Q: 3 clusters Score -6825074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6825082.000000 Penalty: 5445.018066
	Iteration 30Q: 3 clusters Score -6825082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6825099.000000 Penalty: 5445.018066
	Iteration 31Q: 3 clusters Score -6825099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6825120.500000 Penalty: 5445.018066
	Iteration 32Q: 3 clusters Score -6825120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57701 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6825142.000000 Penalty: 5445.018066
	Iteration 33Q: 3 clusters Score -6825142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6825150.000000 Penalty: 5445.018066
	Iteration 34Q: 3 clusters Score -6825150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6825161.000000 Penalty: 5445.018066
	Iteration 35Q: 3 clusters Score -6825161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6825165.000000 Penalty: 5445.018066
	Iteration 36Q: 3 clusters Score -6825165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6825164.000000 Penalty: 5445.018066
	Iteration 37Q: 3 clusters Score -6825164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6825171.500000 Penalty: 5445.018066
	Iteration 38Q: 3 clusters Score -6825172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6825177.500000 Penalty: 5445.018066
	Iteration 39Q: 3 clusters Score -6825178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6825180.500000 Penalty: 5445.018066
	Iteration 40F: 3 clusters Score -6825180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6825189.000000 Penalty: 5445.018066
	Iteration 41Q: 3 clusters Score -6825189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6825194.500000 Penalty: 5445.018066
	Iteration 42Q: 3 clusters Score -6825194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6825196.500000 Penalty: 5445.018066
	Iteration 43Q: 3 clusters Score -6825196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6825199.500000 Penalty: 5445.018066
	Iteration 44Q: 3 clusters Score -6825200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6825195.500000 Penalty: 5445.018066
	Iteration 45Q: 3 clusters Score -6825196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6825195.500000 Penalty: 5445.018066
	Iteration 46F: 3 clusters Score -6825196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -650625.812500 Penalty: 2154.108887
	Iteration 0F: 2 clusters Score -650625.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -645546.062500 Penalty: 4308.217773
	Iteration 0F: 3 clusters Score -645546.1 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -647046.062500 Penalty: 4308.217773
	Iteration 1F: 3 clusters Score -647046.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -647437.625000 Penalty: 4308.217773
	Iteration 2F: 3 clusters Score -647437.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -647738.375000 Penalty: 4308.217773
	Iteration 3F: 3 clusters Score -647738.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -648002.312500 Penalty: 4308.217773
	Iteration 4F: 3 clusters Score -648002.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -648241.125000 Penalty: 4308.217773
	Iteration 5Q: 3 clusters Score -648241.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -648478.625000 Penalty: 4308.217773
	Iteration 6Q: 3 clusters Score -648478.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -648716.812500 Penalty: 4308.217773
	Iteration 7Q: 3 clusters Score -648716.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -648939.500000 Penalty: 4308.217773
	Iteration 8Q: 3 clusters Score -648939.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -649165.437500 Penalty: 4308.217773
	Iteration 9Q: 3 clusters Score -649165.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -649412.937500 Penalty: 4308.217773
	Iteration 10Q: 3 clusters Score -649412.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -649614.062500 Penalty: 4308.217773
	Iteration 11Q: 3 clusters Score -649614.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -649782.125000 Penalty: 4308.217773
	Iteration 12Q: 3 clusters Score -649782.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -649942.750000 Penalty: 4308.217773
	Iteration 13Q: 3 clusters Score -649942.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -650065.375000 Penalty: 4308.217773
	Iteration 14Q: 3 clusters Score -650065.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -650154.875000 Penalty: 4308.217773
	Iteration 15Q: 3 clusters Score -650154.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -650197.625000 Penalty: 4308.217773
	Iteration 16Q: 3 clusters Score -650197.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -650213.562500 Penalty: 4308.217773
	Iteration 17Q: 3 clusters Score -650213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -650220.000000 Penalty: 4308.217773
	Iteration 18Q: 3 clusters Score -650220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -650221.187500 Penalty: 4308.217773
	Iteration 19Q: 3 clusters Score -650221.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -650222.312500 Penalty: 4308.217773
	Iteration 20F: 3 clusters Score -650222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -650223.437500 Penalty: 4308.217773
	Iteration 21Q: 3 clusters Score -650223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -650224.125000 Penalty: 4308.217773
	Iteration 22Q: 3 clusters Score -650224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -650224.500000 Penalty: 4308.217773
	Iteration 23Q: 3 clusters Score -650224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -650226.562500 Penalty: 4308.217773
	Iteration 24Q: 3 clusters Score -650226.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -650226.750000 Penalty: 4308.217773
	Iteration 25Q: 3 clusters Score -650226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -650228.125000 Penalty: 4308.217773
	Iteration 26Q: 3 clusters Score -650228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -650228.875000 Penalty: 4308.217773
	Iteration 27Q: 3 clusters Score -650228.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -650228.500000 Penalty: 4308.217773
	Iteration 28Q: 3 clusters Score -650228.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -650227.937500 Penalty: 4308.217773
	Iteration 29Q: 3 clusters Score -650227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -650227.875000 Penalty: 4308.217773
	Iteration 30Q: 3 clusters Score -650227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -650227.875000 Penalty: 4308.217773
	Iteration 31F: 3 clusters Score -650227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Entering Unmasked Estep 
Score: -745583.187500 Penalty: 2193.574219
	Iteration 0F: 2 clusters Score -745583.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -739902.062500 Penalty: 4387.148438
	Iteration 0F: 3 clusters Score -739902.1 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -741545.437500 Penalty: 4387.148438
	Iteration 1F: 3 clusters Score -741545.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -741862.500000 Penalty: 4387.148438
	Iteration 2F: 3 clusters Score -741862.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -742125.500000 Penalty: 4387.148438
	Iteration 3F: 3 clusters Score -742125.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -742353.937500 Penalty: 4387.148438
	Iteration 4Q: 3 clusters Score -742353.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -742613.687500 Penalty: 4387.148438
	Iteration 5Q: 3 clusters Score -742613.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -742952.125000 Penalty: 4387.148438
	Iteration 6F: 3 clusters Score -742952.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -743385.687500 Penalty: 4387.148438
	Iteration 7F: 3 clusters Score -743385.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -743821.062500 Penalty: 4387.148438
	Iteration 8F: 3 clusters Score -743821.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -744163.375000 Penalty: 4387.148438
	Iteration 9F: 3 clusters Score -744163.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -744366.375000 Penalty: 4387.148438
	Iteration 10Q: 3 clusters Score -744366.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -744497.625000 Penalty: 4387.148438
	Iteration 11Q: 3 clusters Score -744497.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -744580.312500 Penalty: 4387.148438
	Iteration 12Q: 3 clusters Score -744580.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -744634.187500 Penalty: 4387.148438
	Iteration 13Q: 3 clusters Score -744634.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -744684.625000 Penalty: 4387.148438
	Iteration 14Q: 3 clusters Score -744684.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -744726.687500 Penalty: 4387.148438
	Iteration 15Q: 3 clusters Score -744726.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -744756.812500 Penalty: 4387.148438
	Iteration 16Q: 3 clusters Score -744756.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -744779.687500 Penalty: 4387.148438
	Iteration 17Q: 3 clusters Score -744779.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -744802.062500 Penalty: 4387.148438
	Iteration 18Q: 3 clusters Score -744802.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -744819.312500 Penalty: 4387.148438
	Iteration 19Q: 3 clusters Score -744819.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -744829.937500 Penalty: 4387.148438
	Iteration 20F: 3 clusters Score -744829.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -744852.750000 Penalty: 4387.148438
	Iteration 21Q: 3 clusters Score -744852.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -744881.937500 Penalty: 4387.148438
	Iteration 22Q: 3 clusters Score -744881.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -744914.312500 Penalty: 4387.148438
	Iteration 23Q: 3 clusters Score -744914.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -744951.937500 Penalty: 4387.148438
	Iteration 24Q: 3 clusters Score -744951.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -744993.187500 Penalty: 4387.148438
	Iteration 25Q: 3 clusters Score -744993.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -745038.500000 Penalty: 4387.148438
	Iteration 26Q: 3 clusters Score -745038.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -745081.937500 Penalty: 4387.148438
	Iteration 27Q: 3 clusters Score -745081.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -745112.500000 Penalty: 4387.148438
	Iteration 28Q: 3 clusters Score -745112.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -745137.125000 Penalty: 4387.148438
	Iteration 29Q: 3 clusters Score -745137.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -745159.312500 Penalty: 4387.148438
	Iteration 30Q: 3 clusters Score -745159.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -745176.375000 Penalty: 4387.148438
	Iteration 31Q: 3 clusters Score -745176.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -745186.812500 Penalty: 4387.148438
	Iteration 32Q: 3 clusters Score -745186.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -745197.250000 Penalty: 4387.148438
	Iteration 33Q: 3 clusters Score -745197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -745199.187500 Penalty: 4387.148438
	Iteration 34Q: 3 clusters Score -745199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -745202.625000 Penalty: 4387.148438
	Iteration 35Q: 3 clusters Score -745202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -745205.750000 Penalty: 4387.148438
	Iteration 36Q: 3 clusters Score -745205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -745206.312500 Penalty: 4387.148438
	Iteration 37Q: 3 clusters Score -745206.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -745208.937500 Penalty: 4387.148438
	Iteration 38Q: 3 clusters Score -745208.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -745210.125000 Penalty: 4387.148438
	Iteration 39Q: 3 clusters Score -745210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -745210.000000 Penalty: 4387.148438
	Iteration 40F: 3 clusters Score -745210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -745211.312500 Penalty: 4387.148438
	Iteration 41Q: 3 clusters Score -745211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -745212.062500 Penalty: 4387.148438
	Iteration 42Q: 3 clusters Score -745212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -745213.000000 Penalty: 4387.148438
	Iteration 43Q: 3 clusters Score -745213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -745214.500000 Penalty: 4387.148438
	Iteration 44Q: 3 clusters Score -745214.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -745217.437500 Penalty: 4387.148438
	Iteration 45Q: 3 clusters Score -745217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -745217.187500 Penalty: 4387.148438
	Iteration 46Q: 3 clusters Score -745217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -745219.437500 Penalty: 4387.148438
	Iteration 47Q: 3 clusters Score -745219.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -745218.000000 Penalty: 4387.148438
	Iteration 48Q: 3 clusters Score -745218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -745220.750000 Penalty: 4387.148438
	Iteration 49Q: 3 clusters Score -745220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -745221.562500 Penalty: 4387.148438
	Iteration 50Q: 3 clusters Score -745221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -745224.000000 Penalty: 4387.148438
	Iteration 51Q: 3 clusters Score -745224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -745223.000000 Penalty: 4387.148438
	Iteration 52Q: 3 clusters Score -745223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -745225.187500 Penalty: 4387.148438
	Iteration 53Q: 3 clusters Score -745225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -745224.562500 Penalty: 4387.148438
	Iteration 54Q: 3 clusters Score -745224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -745225.437500 Penalty: 4387.148438
	Iteration 55Q: 3 clusters Score -745225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -745225.125000 Penalty: 4387.148438
	Iteration 56Q: 3 clusters Score -745225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -745225.125000 Penalty: 4387.148438
	Iteration 57F: 3 clusters Score -745225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Entering Unmasked Estep 
Score: -1377010.625000 Penalty: 2330.164307
	Iteration 0F: 2 clusters Score -1377011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1368065.625000 Penalty: 4660.328613
	Iteration 0F: 3 clusters Score -1368066 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1370668.250000 Penalty: 4660.328613
	Iteration 1F: 3 clusters Score -1370668 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1370951.375000 Penalty: 4660.328613
	Iteration 2F: 3 clusters Score -1370951 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1371169.000000 Penalty: 4660.328613
	Iteration 3Q: 3 clusters Score -1371169 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1371362.625000 Penalty: 4660.328613
	Iteration 4Q: 3 clusters Score -1371363 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1371552.250000 Penalty: 4660.328613
	Iteration 5Q: 3 clusters Score -1371552 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1371786.000000 Penalty: 4660.328613
	Iteration 6Q: 3 clusters Score -1371786 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1372045.500000 Penalty: 4660.328613
	Iteration 7Q: 3 clusters Score -1372046 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1372352.000000 Penalty: 4660.328613
	Iteration 8Q: 3 clusters Score -1372352 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1372661.625000 Penalty: 4660.328613
	Iteration 9Q: 3 clusters Score -1372662 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1373018.125000 Penalty: 4660.328613
	Iteration 10Q: 3 clusters Score -1373018 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1373364.250000 Penalty: 4660.328613
	Iteration 11Q: 3 clusters Score -1373364 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1373633.125000 Penalty: 4660.328613
	Iteration 12Q: 3 clusters Score -1373633 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1373892.875000 Penalty: 4660.328613
	Iteration 13Q: 3 clusters Score -1373893 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1374151.250000 Penalty: 4660.328613
	Iteration 14Q: 3 clusters Score -1374151 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1374361.625000 Penalty: 4660.328613
	Iteration 15Q: 3 clusters Score -1374362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1374505.000000 Penalty: 4660.328613
	Iteration 16Q: 3 clusters Score -1374505 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1374611.625000 Penalty: 4660.328613
	Iteration 17Q: 3 clusters Score -1374612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1374677.625000 Penalty: 4660.328613
	Iteration 18Q: 3 clusters Score -1374678 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1374729.625000 Penalty: 4660.328613
	Iteration 19Q: 3 clusters Score -1374730 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1374786.250000 Penalty: 4660.328613
	Iteration 20F: 3 clusters Score -1374786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1374826.500000 Penalty: 4660.328613
	Iteration 21Q: 3 clusters Score -1374826 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1374859.875000 Penalty: 4660.328613
	Iteration 22Q: 3 clusters Score -1374860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1374882.375000 Penalty: 4660.328613
	Iteration 23Q: 3 clusters Score -1374882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1374901.000000 Penalty: 4660.328613
	Iteration 24Q: 3 clusters Score -1374901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1374915.250000 Penalty: 4660.328613
	Iteration 25Q: 3 clusters Score -1374915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1374933.875000 Penalty: 4660.328613
	Iteration 26Q: 3 clusters Score -1374934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1374947.875000 Penalty: 4660.328613
	Iteration 27Q: 3 clusters Score -1374948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1374957.125000 Penalty: 4660.328613
	Iteration 28Q: 3 clusters Score -1374957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1374963.250000 Penalty: 4660.328613
	Iteration 29Q: 3 clusters Score -1374963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1374968.750000 Penalty: 4660.328613
	Iteration 30Q: 3 clusters Score -1374969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1374973.500000 Penalty: 4660.328613
	Iteration 31Q: 3 clusters Score -1374974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1374978.375000 Penalty: 4660.328613
	Iteration 32Q: 3 clusters Score -1374978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1374991.375000 Penalty: 4660.328613
	Iteration 33Q: 3 clusters Score -1374991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1374998.000000 Penalty: 4660.328613
	Iteration 34Q: 3 clusters Score -1374998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1375003.250000 Penalty: 4660.328613
	Iteration 35Q: 3 clusters Score -1375003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1375004.625000 Penalty: 4660.328613
	Iteration 36Q: 3 clusters Score -1375005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1375008.250000 Penalty: 4660.328613
	Iteration 37Q: 3 clusters Score -1375008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1375008.750000 Penalty: 4660.328613
	Iteration 38Q: 3 clusters Score -1375009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1375009.875000 Penalty: 4660.328613
	Iteration 39Q: 3 clusters Score -1375010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1375009.125000 Penalty: 4660.328613
	Iteration 40F: 3 clusters Score -1375009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1375011.375000 Penalty: 4660.328613
	Iteration 41Q: 3 clusters Score -1375011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1375013.250000 Penalty: 4660.328613
	Iteration 42Q: 3 clusters Score -1375013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1375013.625000 Penalty: 4660.328613
	Iteration 43Q: 3 clusters Score -1375014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1375013.625000 Penalty: 4660.328613
	Iteration 44F: 3 clusters Score -1375014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Entering Unmasked Estep 
Score: -3352544.750000 Penalty: 2542.293213
	Iteration 0F: 2 clusters Score -3352545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3333105.250000 Penalty: 5084.586426
	Iteration 0F: 3 clusters Score -3333105 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3340057.250000 Penalty: 5084.586426
	Iteration 1F: 3 clusters Score -3340057 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3340551.250000 Penalty: 5084.586426
	Iteration 2F: 3 clusters Score -3340551 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -3341030.750000 Penalty: 5084.586426
	Iteration 3Q: 3 clusters Score -3341031 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3341533.500000 Penalty: 5084.586426
	Iteration 4Q: 3 clusters Score -3341534 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -3342102.750000 Penalty: 5084.586426
	Iteration 5Q: 3 clusters Score -3342103 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3342763.500000 Penalty: 5084.586426
	Iteration 6Q: 3 clusters Score -3342764 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3343536.500000 Penalty: 5084.586426
	Iteration 7Q: 3 clusters Score -3343536 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3344362.750000 Penalty: 5084.586426
	Iteration 8F: 3 clusters Score -3344363 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3345213.750000 Penalty: 5084.586426
	Iteration 9F: 3 clusters Score -3345214 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3345884.750000 Penalty: 5084.586426
	Iteration 10Q: 3 clusters Score -3345885 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3346300.500000 Penalty: 5084.586426
	Iteration 11Q: 3 clusters Score -3346300 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3346561.250000 Penalty: 5084.586426
	Iteration 12Q: 3 clusters Score -3346561 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3346729.000000 Penalty: 5084.586426
	Iteration 13Q: 3 clusters Score -3346729 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3346824.500000 Penalty: 5084.586426
	Iteration 14Q: 3 clusters Score -3346824 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3346892.000000 Penalty: 5084.586426
	Iteration 15Q: 3 clusters Score -3346892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3346957.500000 Penalty: 5084.586426
	Iteration 16Q: 3 clusters Score -3346958 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -3347021.250000 Penalty: 5084.586426
	Iteration 17Q: 3 clusters Score -3347021 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3347056.000000 Penalty: 5084.586426
	Iteration 18Q: 3 clusters Score -3347056 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3347083.250000 Penalty: 5084.586426
	Iteration 19Q: 3 clusters Score -3347083 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3347092.750000 Penalty: 5084.586426
	Iteration 20F: 3 clusters Score -3347093 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -3347103.750000 Penalty: 5084.586426
	Iteration 21Q: 3 clusters Score -3347104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3347108.500000 Penalty: 5084.586426
	Iteration 22Q: 3 clusters Score -3347108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -3347117.000000 Penalty: 5084.586426
	Iteration 23Q: 3 clusters Score -3347117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3347124.250000 Penalty: 5084.586426
	Iteration 24Q: 3 clusters Score -3347124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3347130.250000 Penalty: 5084.586426
	Iteration 25Q: 3 clusters Score -3347130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3347136.250000 Penalty: 5084.586426
	Iteration 26Q: 3 clusters Score -3347136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3347142.750000 Penalty: 5084.586426
	Iteration 27Q: 3 clusters Score -3347143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3347158.250000 Penalty: 5084.586426
	Iteration 28Q: 3 clusters Score -3347158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3347161.250000 Penalty: 5084.586426
	Iteration 29Q: 3 clusters Score -3347161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3347164.500000 Penalty: 5084.586426
	Iteration 30Q: 3 clusters Score -3347164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -3347162.750000 Penalty: 5084.586426
	Iteration 31Q: 3 clusters Score -3347163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3347167.000000 Penalty: 5084.586426
	Iteration 32Q: 3 clusters Score -3347167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3347171.500000 Penalty: 5084.586426
	Iteration 33Q: 3 clusters Score -3347172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3347177.500000 Penalty: 5084.586426
	Iteration 34Q: 3 clusters Score -3347178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3347186.250000 Penalty: 5084.586426
	Iteration 35Q: 3 clusters Score -3347186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -3347195.750000 Penalty: 5084.586426
	Iteration 36Q: 3 clusters Score -3347196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3347201.750000 Penalty: 5084.586426
	Iteration 37Q: 3 clusters Score -3347202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3347195.500000 Penalty: 5084.586426
	Iteration 38Q: 3 clusters Score -3347196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3347197.750000 Penalty: 5084.586426
	Iteration 39Q: 3 clusters Score -3347198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3347212.500000 Penalty: 5084.586426
	Iteration 40F: 3 clusters Score -3347212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3347229.500000 Penalty: 5084.586426
	Iteration 41Q: 3 clusters Score -3347230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -3347241.000000 Penalty: 5084.586426
	Iteration 42Q: 3 clusters Score -3347241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -3347237.000000 Penalty: 5084.586426
	Iteration 43Q: 3 clusters Score -3347237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3347234.000000 Penalty: 5084.586426
	Iteration 44Q: 3 clusters Score -3347234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3347242.000000 Penalty: 5084.586426
	Iteration 45Q: 3 clusters Score -3347242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3347235.250000 Penalty: 5084.586426
	Iteration 46Q: 3 clusters Score -3347235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3347244.250000 Penalty: 5084.586426
	Iteration 47Q: 3 clusters Score -3347244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -3347249.000000 Penalty: 5084.586426
	Iteration 48Q: 3 clusters Score -3347249 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -3347257.000000 Penalty: 5084.586426
	Iteration 49Q: 3 clusters Score -3347257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3347265.250000 Penalty: 5084.586426
	Iteration 50Q: 3 clusters Score -3347265 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3347281.750000 Penalty: 5084.586426
	Iteration 51Q: 3 clusters Score -3347282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3347288.250000 Penalty: 5084.586426
	Iteration 52Q: 3 clusters Score -3347288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3347320.000000 Penalty: 5084.586426
	Iteration 53Q: 3 clusters Score -3347320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3347329.250000 Penalty: 5084.586426
	Iteration 54Q: 3 clusters Score -3347329 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3347338.500000 Penalty: 5084.586426
	Iteration 55Q: 3 clusters Score -3347338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3347352.000000 Penalty: 5084.586426
	Iteration 56Q: 3 clusters Score -3347352 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3347349.500000 Penalty: 5084.586426
	Iteration 57Q: 3 clusters Score -3347350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3347358.250000 Penalty: 5084.586426
	Iteration 58Q: 3 clusters Score -3347358 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -3347378.250000 Penalty: 5084.586426
	Iteration 59Q: 3 clusters Score -3347378 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3347407.750000 Penalty: 5084.586426
	Iteration 60F: 3 clusters Score -3347408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3347420.750000 Penalty: 5084.586426
	Iteration 61Q: 3 clusters Score -3347421 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3347443.750000 Penalty: 5084.586426
	Iteration 62Q: 3 clusters Score -3347444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3347470.000000 Penalty: 5084.586426
	Iteration 63Q: 3 clusters Score -3347470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3347502.750000 Penalty: 5084.586426
	Iteration 64Q: 3 clusters Score -3347503 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3347526.750000 Penalty: 5084.586426
	Iteration 65Q: 3 clusters Score -3347527 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3347547.750000 Penalty: 5084.586426
	Iteration 66Q: 3 clusters Score -3347548 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3347572.500000 Penalty: 5084.586426
	Iteration 67Q: 3 clusters Score -3347572 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3347589.750000 Penalty: 5084.586426
	Iteration 68Q: 3 clusters Score -3347590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3347620.500000 Penalty: 5084.586426
	Iteration 69Q: 3 clusters Score -3347620 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3347659.250000 Penalty: 5084.586426
	Iteration 70Q: 3 clusters Score -3347659 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3347680.500000 Penalty: 5084.586426
	Iteration 71Q: 3 clusters Score -3347680 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3347720.250000 Penalty: 5084.586426
	Iteration 72Q: 3 clusters Score -3347720 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3347747.500000 Penalty: 5084.586426
	Iteration 73Q: 3 clusters Score -3347748 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -3347780.250000 Penalty: 5084.586426
	Iteration 74Q: 3 clusters Score -3347780 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3347802.500000 Penalty: 5084.586426
	Iteration 75Q: 3 clusters Score -3347802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -3347842.500000 Penalty: 5084.586426
	Iteration 76Q: 3 clusters Score -3347842 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -3347869.000000 Penalty: 5084.586426
	Iteration 77Q: 3 clusters Score -3347869 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -3347907.250000 Penalty: 5084.586426
	Iteration 78Q: 3 clusters Score -3347907 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3347928.500000 Penalty: 5084.586426
	Iteration 79Q: 3 clusters Score -3347928 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -3347976.500000 Penalty: 5084.586426
	Iteration 80F: 3 clusters Score -3347976 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3348030.750000 Penalty: 5084.586426
	Iteration 81Q: 3 clusters Score -3348031 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3348097.000000 Penalty: 5084.586426
	Iteration 82Q: 3 clusters Score -3348097 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -3348170.250000 Penalty: 5084.586426
	Iteration 83Q: 3 clusters Score -3348170 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3348254.750000 Penalty: 5084.586426
	Iteration 84Q: 3 clusters Score -3348255 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3348343.000000 Penalty: 5084.586426
	Iteration 85Q: 3 clusters Score -3348343 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3348447.250000 Penalty: 5084.586426
	Iteration 86Q: 3 clusters Score -3348447 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3348573.250000 Penalty: 5084.586426
	Iteration 87Q: 3 clusters Score -3348573 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3348658.250000 Penalty: 5084.586426
	Iteration 88Q: 3 clusters Score -3348658 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3348784.000000 Penalty: 5084.586426
	Iteration 89Q: 3 clusters Score -3348784 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3348892.250000 Penalty: 5084.586426
	Iteration 90Q: 3 clusters Score -3348892 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3348997.250000 Penalty: 5084.586426
	Iteration 91Q: 3 clusters Score -3348997 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -3349102.750000 Penalty: 5084.586426
	Iteration 92Q: 3 clusters Score -3349103 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -3349209.250000 Penalty: 5084.586426
	Iteration 93Q: 3 clusters Score -3349209 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3349361.500000 Penalty: 5084.586426
	Iteration 94Q: 3 clusters Score -3349362 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3349476.500000 Penalty: 5084.586426
	Iteration 95Q: 3 clusters Score -3349476 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3349574.000000 Penalty: 5084.586426
	Iteration 96Q: 3 clusters Score -3349574 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3349699.000000 Penalty: 5084.586426
	Iteration 97Q: 3 clusters Score -3349699 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -3349831.750000 Penalty: 5084.586426
	Iteration 98Q: 3 clusters Score -3349832 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3349917.750000 Penalty: 5084.586426
	Iteration 99Q: 3 clusters Score -3349918 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3350009.250000 Penalty: 5084.586426
	Iteration 100F: 3 clusters Score -3350009 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3350072.000000 Penalty: 5084.586426
	Iteration 101Q: 3 clusters Score -3350072 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3350117.250000 Penalty: 5084.586426
	Iteration 102Q: 3 clusters Score -3350117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3350173.000000 Penalty: 5084.586426
	Iteration 103Q: 3 clusters Score -3350173 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3350239.000000 Penalty: 5084.586426
	Iteration 104Q: 3 clusters Score -3350239 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3350314.250000 Penalty: 5084.586426
	Iteration 105Q: 3 clusters Score -3350314 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3350390.500000 Penalty: 5084.586426
	Iteration 106Q: 3 clusters Score -3350390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3350442.750000 Penalty: 5084.586426
	Iteration 107Q: 3 clusters Score -3350443 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3350490.250000 Penalty: 5084.586426
	Iteration 108Q: 3 clusters Score -3350490 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3350550.000000 Penalty: 5084.586426
	Iteration 109Q: 3 clusters Score -3350550 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3350586.500000 Penalty: 5084.586426
	Iteration 110Q: 3 clusters Score -3350586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3350618.250000 Penalty: 5084.586426
	Iteration 111Q: 3 clusters Score -3350618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3350643.000000 Penalty: 5084.586426
	Iteration 112Q: 3 clusters Score -3350643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3350657.500000 Penalty: 5084.586426
	Iteration 113Q: 3 clusters Score -3350658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3350676.750000 Penalty: 5084.586426
	Iteration 114Q: 3 clusters Score -3350677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3350683.250000 Penalty: 5084.586426
	Iteration 115Q: 3 clusters Score -3350683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3350696.000000 Penalty: 5084.586426
	Iteration 116Q: 3 clusters Score -3350696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3350700.750000 Penalty: 5084.586426
	Iteration 117Q: 3 clusters Score -3350701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3350698.000000 Penalty: 5084.586426
	Iteration 118Q: 3 clusters Score -3350698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3350699.750000 Penalty: 5084.586426
	Iteration 119Q: 3 clusters Score -3350700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3350700.750000 Penalty: 5084.586426
	Iteration 120F: 3 clusters Score -3350701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3350707.000000 Penalty: 5084.586426
	Iteration 121Q: 3 clusters Score -3350707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3350708.250000 Penalty: 5084.586426
	Iteration 122Q: 3 clusters Score -3350708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3350711.750000 Penalty: 5084.586426
	Iteration 123Q: 3 clusters Score -3350712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3350712.250000 Penalty: 5084.586426
	Iteration 124Q: 3 clusters Score -3350712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3350716.000000 Penalty: 5084.586426
	Iteration 125Q: 3 clusters Score -3350716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3350716.000000 Penalty: 5084.586426
	Iteration 126Q: 3 clusters Score -3350716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3350716.000000 Penalty: 5084.586426
	Iteration 127F: 3 clusters Score -3350716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Entering Unmasked Estep 
Score: -2079542.875000 Penalty: 2431.007812
	Iteration 0F: 2 clusters Score -2079543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2066673.875000 Penalty: 4862.015625
	Iteration 0F: 3 clusters Score -2066674 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2071088.500000 Penalty: 4862.015625
	Iteration 1F: 3 clusters Score -2071088 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2071599.375000 Penalty: 4862.015625
	Iteration 2F: 3 clusters Score -2071599 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2072014.625000 Penalty: 4862.015625
	Iteration 3F: 3 clusters Score -2072015 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2072380.250000 Penalty: 4862.015625
	Iteration 4Q: 3 clusters Score -2072380 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2072789.375000 Penalty: 4862.015625
	Iteration 5Q: 3 clusters Score -2072789 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2073216.125000 Penalty: 4862.015625
	Iteration 6Q: 3 clusters Score -2073216 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2073708.000000 Penalty: 4862.015625
	Iteration 7Q: 3 clusters Score -2073708 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2074189.875000 Penalty: 4862.015625
	Iteration 8Q: 3 clusters Score -2074190 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2074697.875000 Penalty: 4862.015625
	Iteration 9Q: 3 clusters Score -2074698 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2075176.750000 Penalty: 4862.015625
	Iteration 10Q: 3 clusters Score -2075177 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2075651.375000 Penalty: 4862.015625
	Iteration 11Q: 3 clusters Score -2075651 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2076074.750000 Penalty: 4862.015625
	Iteration 12Q: 3 clusters Score -2076075 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2076382.500000 Penalty: 4862.015625
	Iteration 13Q: 3 clusters Score -2076382 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2076611.500000 Penalty: 4862.015625
	Iteration 14Q: 3 clusters Score -2076612 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2076778.375000 Penalty: 4862.015625
	Iteration 15Q: 3 clusters Score -2076778 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2076933.750000 Penalty: 4862.015625
	Iteration 16Q: 3 clusters Score -2076934 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2077024.000000 Penalty: 4862.015625
	Iteration 17Q: 3 clusters Score -2077024 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2077107.500000 Penalty: 4862.015625
	Iteration 18Q: 3 clusters Score -2077108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2077150.750000 Penalty: 4862.015625
	Iteration 19Q: 3 clusters Score -2077151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2077197.750000 Penalty: 4862.015625
	Iteration 20F: 3 clusters Score -2077198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2077234.625000 Penalty: 4862.015625
	Iteration 21Q: 3 clusters Score -2077235 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2077257.375000 Penalty: 4862.015625
	Iteration 22Q: 3 clusters Score -2077257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2077281.750000 Penalty: 4862.015625
	Iteration 23Q: 3 clusters Score -2077282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2077303.750000 Penalty: 4862.015625
	Iteration 24Q: 3 clusters Score -2077304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2077309.625000 Penalty: 4862.015625
	Iteration 25Q: 3 clusters Score -2077310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2077323.125000 Penalty: 4862.015625
	Iteration 26Q: 3 clusters Score -2077323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2077321.500000 Penalty: 4862.015625
	Iteration 27Q: 3 clusters Score -2077322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2077328.625000 Penalty: 4862.015625
	Iteration 28Q: 3 clusters Score -2077329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2077331.000000 Penalty: 4862.015625
	Iteration 29Q: 3 clusters Score -2077331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2077336.375000 Penalty: 4862.015625
	Iteration 30Q: 3 clusters Score -2077336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2077341.000000 Penalty: 4862.015625
	Iteration 31Q: 3 clusters Score -2077341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2077349.625000 Penalty: 4862.015625
	Iteration 32Q: 3 clusters Score -2077350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2077358.250000 Penalty: 4862.015625
	Iteration 33Q: 3 clusters Score -2077358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2077359.875000 Penalty: 4862.015625
	Iteration 34Q: 3 clusters Score -2077360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2077362.125000 Penalty: 4862.015625
	Iteration 35Q: 3 clusters Score -2077362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2077368.500000 Penalty: 4862.015625
	Iteration 36Q: 3 clusters Score -2077368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2077372.375000 Penalty: 4862.015625
	Iteration 37Q: 3 clusters Score -2077372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2077373.875000 Penalty: 4862.015625
	Iteration 38Q: 3 clusters Score -2077374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2077373.875000 Penalty: 4862.015625
	Iteration 39Q: 3 clusters Score -2077374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2077372.375000 Penalty: 4862.015625
	Iteration 40F: 3 clusters Score -2077372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2077377.500000 Penalty: 4862.015625
	Iteration 41Q: 3 clusters Score -2077378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2077379.250000 Penalty: 4862.015625
	Iteration 42Q: 3 clusters Score -2077379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2077380.625000 Penalty: 4862.015625
	Iteration 43Q: 3 clusters Score -2077381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2077381.625000 Penalty: 4862.015625
	Iteration 44Q: 3 clusters Score -2077382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2077385.750000 Penalty: 4862.015625
	Iteration 45Q: 3 clusters Score -2077386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2077386.625000 Penalty: 4862.015625
	Iteration 46Q: 3 clusters Score -2077387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2077386.625000 Penalty: 4862.015625
	Iteration 47F: 3 clusters Score -2077387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Entering Unmasked Estep 
Score: -839245.625000 Penalty: 2215.940918
	Iteration 0F: 2 clusters Score -839245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -833137.687500 Penalty: 4431.881836
	Iteration 0F: 3 clusters Score -833137.7 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -834673.187500 Penalty: 4431.881836
	Iteration 1F: 3 clusters Score -834673.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -835007.500000 Penalty: 4431.881836
	Iteration 2F: 3 clusters Score -835007.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -835258.812500 Penalty: 4431.881836
	Iteration 3F: 3 clusters Score -835258.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -835469.187500 Penalty: 4431.881836
	Iteration 4F: 3 clusters Score -835469.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -835657.687500 Penalty: 4431.881836
	Iteration 5Q: 3 clusters Score -835657.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -835840.375000 Penalty: 4431.881836
	Iteration 6Q: 3 clusters Score -835840.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -836099.750000 Penalty: 4431.881836
	Iteration 7Q: 3 clusters Score -836099.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -836430.375000 Penalty: 4431.881836
	Iteration 8F: 3 clusters Score -836430.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -836773.250000 Penalty: 4431.881836
	Iteration 9F: 3 clusters Score -836773.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -837070.062500 Penalty: 4431.881836
	Iteration 10F: 3 clusters Score -837070.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -837320.312500 Penalty: 4431.881836
	Iteration 11Q: 3 clusters Score -837320.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -837532.750000 Penalty: 4431.881836
	Iteration 12Q: 3 clusters Score -837532.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -837697.812500 Penalty: 4431.881836
	Iteration 13Q: 3 clusters Score -837697.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -837814.000000 Penalty: 4431.881836
	Iteration 14Q: 3 clusters Score -837814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -837879.750000 Penalty: 4431.881836
	Iteration 15Q: 3 clusters Score -837879.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -837922.937500 Penalty: 4431.881836
	Iteration 16Q: 3 clusters Score -837922.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -837964.250000 Penalty: 4431.881836
	Iteration 17Q: 3 clusters Score -837964.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -837998.562500 Penalty: 4431.881836
	Iteration 18Q: 3 clusters Score -837998.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -838019.437500 Penalty: 4431.881836
	Iteration 19Q: 3 clusters Score -838019.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -838032.062500 Penalty: 4431.881836
	Iteration 20F: 3 clusters Score -838032.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -838044.375000 Penalty: 4431.881836
	Iteration 21Q: 3 clusters Score -838044.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -838056.125000 Penalty: 4431.881836
	Iteration 22Q: 3 clusters Score -838056.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -838062.437500 Penalty: 4431.881836
	Iteration 23Q: 3 clusters Score -838062.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -838067.250000 Penalty: 4431.881836
	Iteration 24Q: 3 clusters Score -838067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -838069.062500 Penalty: 4431.881836
	Iteration 25Q: 3 clusters Score -838069.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -838071.562500 Penalty: 4431.881836
	Iteration 26Q: 3 clusters Score -838071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -838074.687500 Penalty: 4431.881836
	Iteration 27Q: 3 clusters Score -838074.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -838077.937500 Penalty: 4431.881836
	Iteration 28Q: 3 clusters Score -838077.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -838081.312500 Penalty: 4431.881836
	Iteration 29Q: 3 clusters Score -838081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -838081.312500 Penalty: 4431.881836
	Iteration 30Q: 3 clusters Score -838081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -838081.812500 Penalty: 4431.881836
	Iteration 31Q: 3 clusters Score -838081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -838083.000000 Penalty: 4431.881836
	Iteration 32Q: 3 clusters Score -838083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -838082.812500 Penalty: 4431.881836
	Iteration 33Q: 3 clusters Score -838082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -838084.375000 Penalty: 4431.881836
	Iteration 34Q: 3 clusters Score -838084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -838084.562500 Penalty: 4431.881836
	Iteration 35Q: 3 clusters Score -838084.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -838085.625000 Penalty: 4431.881836
	Iteration 36Q: 3 clusters Score -838085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -838087.375000 Penalty: 4431.881836
	Iteration 37Q: 3 clusters Score -838087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -838087.125000 Penalty: 4431.881836
	Iteration 38Q: 3 clusters Score -838087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -838087.562500 Penalty: 4431.881836
	Iteration 39Q: 3 clusters Score -838087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -838086.562500 Penalty: 4431.881836
	Iteration 40F: 3 clusters Score -838086.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -838087.812500 Penalty: 4431.881836
	Iteration 41Q: 3 clusters Score -838087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -838088.875000 Penalty: 4431.881836
	Iteration 42Q: 3 clusters Score -838088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -838088.062500 Penalty: 4431.881836
	Iteration 43Q: 3 clusters Score -838088.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -838088.062500 Penalty: 4431.881836
	Iteration 44F: 3 clusters Score -838088.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (257206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257206 members 
Entering Unmasked Estep 
Score: -29923202.000000 Penalty: 3089.492920
	Iteration 0F: 2 clusters Score -2.99232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 128266 members 
Entering Unmasked Estep 
Score: -29772658.000000 Penalty: 6178.985840
	Iteration 0F: 3 clusters Score -2.977266e+07 nChanged 124439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132273 members 
Mstep: Class 2 contains 124933 members 
Entering Unmasked Estep 
Score: -29845984.000000 Penalty: 6178.985840
	Iteration 1F: 3 clusters Score -2.984598e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134235 members 
Mstep: Class 2 contains 122971 members 
Entering Unmasked Estep 
Score: -29847370.000000 Penalty: 6178.985840
	Iteration 2Q: 3 clusters Score -2.984737e+07 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137196 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -29849480.000000 Penalty: 6178.985840
	Iteration 3Q: 3 clusters Score -2.984948e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141441 members 
Mstep: Class 2 contains 115765 members 
Entering Unmasked Estep 
Score: -29852666.000000 Penalty: 6178.985840
	Iteration 4Q: 3 clusters Score -2.985267e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 109334 members 
Entering Unmasked Estep 
Score: -29857162.000000 Penalty: 6178.985840
	Iteration 5Q: 3 clusters Score -2.985716e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157211 members 
Mstep: Class 2 contains 99995 members 
Entering Unmasked Estep 
Score: -29863646.000000 Penalty: 6178.985840
	Iteration 6Q: 3 clusters Score -2.986365e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169836 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -29872942.000000 Penalty: 6178.985840
	Iteration 7F: 3 clusters Score -2.987294e+07 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185570 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -29883872.000000 Penalty: 6178.985840
	Iteration 8F: 3 clusters Score -2.988387e+07 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202419 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -29895516.000000 Penalty: 6178.985840
	Iteration 9F: 3 clusters Score -2.989552e+07 nChanged 15797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217788 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -29905110.000000 Penalty: 6178.985840
	Iteration 10F: 3 clusters Score -2.990511e+07 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230019 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -29912306.000000 Penalty: 6178.985840
	Iteration 11Q: 3 clusters Score -2.991231e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238671 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -29916310.000000 Penalty: 6178.985840
	Iteration 12Q: 3 clusters Score -2.991631e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244365 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -29919014.000000 Penalty: 6178.985840
	Iteration 13Q: 3 clusters Score -2.991901e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247995 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -29920208.000000 Penalty: 6178.985840
	Iteration 14Q: 3 clusters Score -2.992021e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250240 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -29920930.000000 Penalty: 6178.985840
	Iteration 15Q: 3 clusters Score -2.992093e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251634 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -29921346.000000 Penalty: 6178.985840
	Iteration 16Q: 3 clusters Score -2.992135e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252466 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -29921562.000000 Penalty: 6178.985840
	Iteration 17Q: 3 clusters Score -2.992156e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253027 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -29921622.000000 Penalty: 6178.985840
	Iteration 18Q: 3 clusters Score -2.992162e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253408 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -29921672.000000 Penalty: 6178.985840
	Iteration 19Q: 3 clusters Score -2.992167e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253694 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -29921628.000000 Penalty: 6178.985840
	Iteration 20F: 3 clusters Score -2.992163e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253905 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -29921666.000000 Penalty: 6178.985840
	Iteration 21Q: 3 clusters Score -2.992167e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254070 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -29921686.000000 Penalty: 6178.985840
	Iteration 22Q: 3 clusters Score -2.992169e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254193 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -29921698.000000 Penalty: 6178.985840
	Iteration 23Q: 3 clusters Score -2.99217e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254280 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -29921676.000000 Penalty: 6178.985840
	Iteration 24Q: 3 clusters Score -2.992168e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254349 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -29921708.000000 Penalty: 6178.985840
	Iteration 25Q: 3 clusters Score -2.992171e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254404 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -29921716.000000 Penalty: 6178.985840
	Iteration 26Q: 3 clusters Score -2.992172e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254451 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -29921740.000000 Penalty: 6178.985840
	Iteration 27Q: 3 clusters Score -2.992174e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254505 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -29921756.000000 Penalty: 6178.985840
	Iteration 28Q: 3 clusters Score -2.992176e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254539 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -29921728.000000 Penalty: 6178.985840
	Iteration 29Q: 3 clusters Score -2.992173e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254579 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -29921748.000000 Penalty: 6178.985840
	Iteration 30Q: 3 clusters Score -2.992175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254609 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -29921766.000000 Penalty: 6178.985840
	Iteration 31Q: 3 clusters Score -2.992177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254639 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -29921778.000000 Penalty: 6178.985840
	Iteration 32Q: 3 clusters Score -2.992178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254661 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -29921766.000000 Penalty: 6178.985840
	Iteration 33Q: 3 clusters Score -2.992177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254681 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -29921772.000000 Penalty: 6178.985840
	Iteration 34Q: 3 clusters Score -2.992177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254701 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -29921792.000000 Penalty: 6178.985840
	Iteration 35Q: 3 clusters Score -2.992179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254718 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -29921766.000000 Penalty: 6178.985840
	Iteration 36Q: 3 clusters Score -2.992177e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254743 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -29921790.000000 Penalty: 6178.985840
	Iteration 37Q: 3 clusters Score -2.992179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254755 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -29921794.000000 Penalty: 6178.985840
	Iteration 38Q: 3 clusters Score -2.992179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254766 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -29921802.000000 Penalty: 6178.985840
	Iteration 39Q: 3 clusters Score -2.99218e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254777 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -29921804.000000 Penalty: 6178.985840
	Iteration 40F: 3 clusters Score -2.99218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254793 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -29921804.000000 Penalty: 6178.985840
	Iteration 41Q: 3 clusters Score -2.99218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254808 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -29921802.000000 Penalty: 6178.985840
	Iteration 42Q: 3 clusters Score -2.99218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254828 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -29921788.000000 Penalty: 6178.985840
	Iteration 43Q: 3 clusters Score -2.992179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254841 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -29921790.000000 Penalty: 6178.985840
	Iteration 44Q: 3 clusters Score -2.992179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254847 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -29921802.000000 Penalty: 6178.985840
	Iteration 45Q: 3 clusters Score -2.99218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254848 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -29921800.000000 Penalty: 6178.985840
	Iteration 46Q: 3 clusters Score -2.99218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254854 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -29921796.000000 Penalty: 6178.985840
	Iteration 47Q: 3 clusters Score -2.99218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254858 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -29921798.000000 Penalty: 6178.985840
	Iteration 48Q: 3 clusters Score -2.99218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254865 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -29921804.000000 Penalty: 6178.985840
	Iteration 49Q: 3 clusters Score -2.99218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254874 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -29921784.000000 Penalty: 6178.985840
	Iteration 50Q: 3 clusters Score -2.992178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254885 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -29921798.000000 Penalty: 6178.985840
	Iteration 51Q: 3 clusters Score -2.99218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254891 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -29921822.000000 Penalty: 6178.985840
	Iteration 52Q: 3 clusters Score -2.992182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254906 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -29921800.000000 Penalty: 6178.985840
	Iteration 53Q: 3 clusters Score -2.99218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254911 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -29921780.000000 Penalty: 6178.985840
	Iteration 54Q: 3 clusters Score -2.992178e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254919 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -29921810.000000 Penalty: 6178.985840
	Iteration 55Q: 3 clusters Score -2.992181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254929 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -29921812.000000 Penalty: 6178.985840
	Iteration 56Q: 3 clusters Score -2.992181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254937 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -29921790.000000 Penalty: 6178.985840
	Iteration 57Q: 3 clusters Score -2.992179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254944 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -29921794.000000 Penalty: 6178.985840
	Iteration 58Q: 3 clusters Score -2.992179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254945 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -29921796.000000 Penalty: 6178.985840
	Iteration 59Q: 3 clusters Score -2.99218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254947 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -29921782.000000 Penalty: 6178.985840
	Iteration 60F: 3 clusters Score -2.992178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254950 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -29921788.000000 Penalty: 6178.985840
	Iteration 61Q: 3 clusters Score -2.992179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254951 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -29921778.000000 Penalty: 6178.985840
	Iteration 62Q: 3 clusters Score -2.992178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254952 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -29921780.000000 Penalty: 6178.985840
	Iteration 63Q: 3 clusters Score -2.992178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254953 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -29921768.000000 Penalty: 6178.985840
	Iteration 64Q: 3 clusters Score -2.992177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254954 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -29921782.000000 Penalty: 6178.985840
	Iteration 65Q: 3 clusters Score -2.992178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254954 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -29921782.000000 Penalty: 6178.985840
	Iteration 66F: 3 clusters Score -2.992178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (275422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275422 members 
Entering Unmasked Estep 
Score: -32088008.000000 Penalty: 3106.462891
	Iteration 0F: 2 clusters Score -3.208801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 137950 members 
Entering Unmasked Estep 
Score: -31923568.000000 Penalty: 6212.925781
	Iteration 0F: 3 clusters Score -3.192357e+07 nChanged 133416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132434 members 
Mstep: Class 2 contains 142988 members 
Entering Unmasked Estep 
Score: -32003098.000000 Penalty: 6212.925781
	Iteration 1F: 3 clusters Score -3.20031e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128566 members 
Mstep: Class 2 contains 146856 members 
Entering Unmasked Estep 
Score: -32004620.000000 Penalty: 6212.925781
	Iteration 2Q: 3 clusters Score -3.200462e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122375 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -32007010.000000 Penalty: 6212.925781
	Iteration 3Q: 3 clusters Score -3.200701e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -32011340.000000 Penalty: 6212.925781
	Iteration 4Q: 3 clusters Score -3.201134e+07 nChanged 15739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 176483 members 
Entering Unmasked Estep 
Score: -32018666.000000 Penalty: 6212.925781
	Iteration 5F: 3 clusters Score -3.201867e+07 nChanged 19676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 194283 members 
Entering Unmasked Estep 
Score: -32028352.000000 Penalty: 6212.925781
	Iteration 6F: 3 clusters Score -3.202835e+07 nChanged 21078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 213591 members 
Entering Unmasked Estep 
Score: -32040148.000000 Penalty: 6212.925781
	Iteration 7F: 3 clusters Score -3.204015e+07 nChanged 18714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 230917 members 
Entering Unmasked Estep 
Score: -32051974.000000 Penalty: 6212.925781
	Iteration 8F: 3 clusters Score -3.205197e+07 nChanged 13923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 243986 members 
Entering Unmasked Estep 
Score: -32061488.000000 Penalty: 6212.925781
	Iteration 9F: 3 clusters Score -3.206149e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 252636 members 
Entering Unmasked Estep 
Score: -32068640.000000 Penalty: 6212.925781
	Iteration 10Q: 3 clusters Score -3.206864e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 257595 members 
Entering Unmasked Estep 
Score: -32073142.000000 Penalty: 6212.925781
	Iteration 11Q: 3 clusters Score -3.207314e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 260455 members 
Entering Unmasked Estep 
Score: -32075940.000000 Penalty: 6212.925781
	Iteration 12Q: 3 clusters Score -3.207594e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 262284 members 
Entering Unmasked Estep 
Score: -32077586.000000 Penalty: 6212.925781
	Iteration 13Q: 3 clusters Score -3.207759e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 263703 members 
Entering Unmasked Estep 
Score: -32078690.000000 Penalty: 6212.925781
	Iteration 14Q: 3 clusters Score -3.207869e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 264860 members 
Entering Unmasked Estep 
Score: -32079734.000000 Penalty: 6212.925781
	Iteration 15Q: 3 clusters Score -3.207973e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 265877 members 
Entering Unmasked Estep 
Score: -32080588.000000 Penalty: 6212.925781
	Iteration 16Q: 3 clusters Score -3.208059e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 266764 members 
Entering Unmasked Estep 
Score: -32081306.000000 Penalty: 6212.925781
	Iteration 17Q: 3 clusters Score -3.208131e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 267514 members 
Entering Unmasked Estep 
Score: -32081858.000000 Penalty: 6212.925781
	Iteration 18Q: 3 clusters Score -3.208186e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 268176 members 
Entering Unmasked Estep 
Score: -32082402.000000 Penalty: 6212.925781
	Iteration 19Q: 3 clusters Score -3.20824e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 268761 members 
Entering Unmasked Estep 
Score: -32082938.000000 Penalty: 6212.925781
	Iteration 20F: 3 clusters Score -3.208294e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 269265 members 
Entering Unmasked Estep 
Score: -32083390.000000 Penalty: 6212.925781
	Iteration 21Q: 3 clusters Score -3.208339e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 269699 members 
Entering Unmasked Estep 
Score: -32083842.000000 Penalty: 6212.925781
	Iteration 22Q: 3 clusters Score -3.208384e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 270071 members 
Entering Unmasked Estep 
Score: -32084074.000000 Penalty: 6212.925781
	Iteration 23Q: 3 clusters Score -3.208407e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 270407 members 
Entering Unmasked Estep 
Score: -32084236.000000 Penalty: 6212.925781
	Iteration 24Q: 3 clusters Score -3.208424e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 270702 members 
Entering Unmasked Estep 
Score: -32084466.000000 Penalty: 6212.925781
	Iteration 25Q: 3 clusters Score -3.208447e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 270944 members 
Entering Unmasked Estep 
Score: -32084662.000000 Penalty: 6212.925781
	Iteration 26Q: 3 clusters Score -3.208466e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 271121 members 
Entering Unmasked Estep 
Score: -32084788.000000 Penalty: 6212.925781
	Iteration 27Q: 3 clusters Score -3.208479e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 271252 members 
Entering Unmasked Estep 
Score: -32084894.000000 Penalty: 6212.925781
	Iteration 28Q: 3 clusters Score -3.208489e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 271368 members 
Entering Unmasked Estep 
Score: -32084990.000000 Penalty: 6212.925781
	Iteration 29Q: 3 clusters Score -3.208499e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 271455 members 
Entering Unmasked Estep 
Score: -32085064.000000 Penalty: 6212.925781
	Iteration 30Q: 3 clusters Score -3.208506e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 271529 members 
Entering Unmasked Estep 
Score: -32085122.000000 Penalty: 6212.925781
	Iteration 31Q: 3 clusters Score -3.208512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 271598 members 
Entering Unmasked Estep 
Score: -32085172.000000 Penalty: 6212.925781
	Iteration 32Q: 3 clusters Score -3.208517e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 271663 members 
Entering Unmasked Estep 
Score: -32085242.000000 Penalty: 6212.925781
	Iteration 33Q: 3 clusters Score -3.208524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 271717 members 
Entering Unmasked Estep 
Score: -32085292.000000 Penalty: 6212.925781
	Iteration 34Q: 3 clusters Score -3.208529e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 271752 members 
Entering Unmasked Estep 
Score: -32085282.000000 Penalty: 6212.925781
	Iteration 35Q: 3 clusters Score -3.208528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 271788 members 
Entering Unmasked Estep 
Score: -32085304.000000 Penalty: 6212.925781
	Iteration 36Q: 3 clusters Score -3.20853e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 271824 members 
Entering Unmasked Estep 
Score: -32085304.000000 Penalty: 6212.925781
	Iteration 37Q: 3 clusters Score -3.20853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 271851 members 
Entering Unmasked Estep 
Score: -32085310.000000 Penalty: 6212.925781
	Iteration 38Q: 3 clusters Score -3.208531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 271879 members 
Entering Unmasked Estep 
Score: -32085312.000000 Penalty: 6212.925781
	Iteration 39Q: 3 clusters Score -3.208531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 271902 members 
Entering Unmasked Estep 
Score: -32085318.000000 Penalty: 6212.925781
	Iteration 40F: 3 clusters Score -3.208532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 271919 members 
Entering Unmasked Estep 
Score: -32085336.000000 Penalty: 6212.925781
	Iteration 41Q: 3 clusters Score -3.208534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 271947 members 
Entering Unmasked Estep 
Score: -32085352.000000 Penalty: 6212.925781
	Iteration 42Q: 3 clusters Score -3.208535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 271959 members 
Entering Unmasked Estep 
Score: -32085316.000000 Penalty: 6212.925781
	Iteration 43Q: 3 clusters Score -3.208532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 271968 members 
Entering Unmasked Estep 
Score: -32085348.000000 Penalty: 6212.925781
	Iteration 44Q: 3 clusters Score -3.208535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 271975 members 
Entering Unmasked Estep 
Score: -32085352.000000 Penalty: 6212.925781
	Iteration 45Q: 3 clusters Score -3.208535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 271979 members 
Entering Unmasked Estep 
Score: -32085352.000000 Penalty: 6212.925781
	Iteration 46Q: 3 clusters Score -3.208535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 271986 members 
Entering Unmasked Estep 
Score: -32085364.000000 Penalty: 6212.925781
	Iteration 47Q: 3 clusters Score -3.208536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 271996 members 
Entering Unmasked Estep 
Score: -32085396.000000 Penalty: 6212.925781
	Iteration 48Q: 3 clusters Score -3.20854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 272006 members 
Entering Unmasked Estep 
Score: -32085398.000000 Penalty: 6212.925781
	Iteration 49Q: 3 clusters Score -3.20854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 272014 members 
Entering Unmasked Estep 
Score: -32085420.000000 Penalty: 6212.925781
	Iteration 50Q: 3 clusters Score -3.208542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 272020 members 
Entering Unmasked Estep 
Score: -32085396.000000 Penalty: 6212.925781
	Iteration 51Q: 3 clusters Score -3.20854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 272028 members 
Entering Unmasked Estep 
Score: -32085404.000000 Penalty: 6212.925781
	Iteration 52Q: 3 clusters Score -3.20854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 272033 members 
Entering Unmasked Estep 
Score: -32085406.000000 Penalty: 6212.925781
	Iteration 53Q: 3 clusters Score -3.208541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 272036 members 
Entering Unmasked Estep 
Score: -32085410.000000 Penalty: 6212.925781
	Iteration 54Q: 3 clusters Score -3.208541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 272039 members 
Entering Unmasked Estep 
Score: -32085422.000000 Penalty: 6212.925781
	Iteration 55Q: 3 clusters Score -3.208542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 272041 members 
Entering Unmasked Estep 
Score: -32085422.000000 Penalty: 6212.925781
	Iteration 56Q: 3 clusters Score -3.208542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 272043 members 
Entering Unmasked Estep 
Score: -32085426.000000 Penalty: 6212.925781
	Iteration 57Q: 3 clusters Score -3.208543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 272044 members 
Entering Unmasked Estep 
Score: -32085416.000000 Penalty: 6212.925781
	Iteration 58Q: 3 clusters Score -3.208542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 272047 members 
Entering Unmasked Estep 
Score: -32085408.000000 Penalty: 6212.925781
	Iteration 59Q: 3 clusters Score -3.208541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 272050 members 
Entering Unmasked Estep 
Score: -32085402.000000 Penalty: 6212.925781
	Iteration 60F: 3 clusters Score -3.20854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 272053 members 
Entering Unmasked Estep 
Score: -32085392.000000 Penalty: 6212.925781
	Iteration 61Q: 3 clusters Score -3.208539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 272056 members 
Entering Unmasked Estep 
Score: -32085398.000000 Penalty: 6212.925781
	Iteration 62Q: 3 clusters Score -3.20854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 272058 members 
Entering Unmasked Estep 
Score: -32085410.000000 Penalty: 6212.925781
	Iteration 63Q: 3 clusters Score -3.208541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 272059 members 
Entering Unmasked Estep 
Score: -32085418.000000 Penalty: 6212.925781
	Iteration 64Q: 3 clusters Score -3.208542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 272059 members 
Entering Unmasked Estep 
Score: -32085418.000000 Penalty: 6212.925781
	Iteration 65F: 3 clusters Score -3.208542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188415 members 
Entering Unmasked Estep 
Score: -21948782.000000 Penalty: 3012.307861
	Iteration 0F: 2 clusters Score -2.194878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93872 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -21826502.000000 Penalty: 6024.615723
	Iteration 0F: 3 clusters Score -2.18265e+07 nChanged 90272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -21879546.000000 Penalty: 6024.615723
	Iteration 1F: 3 clusters Score -2.187955e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -21881414.000000 Penalty: 6024.615723
	Iteration 2Q: 3 clusters Score -2.188141e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81223 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -21884236.000000 Penalty: 6024.615723
	Iteration 3Q: 3 clusters Score -2.188424e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 113379 members 
Entering Unmasked Estep 
Score: -21888554.000000 Penalty: 6024.615723
	Iteration 4Q: 3 clusters Score -2.188855e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 121807 members 
Entering Unmasked Estep 
Score: -21894892.000000 Penalty: 6024.615723
	Iteration 5F: 3 clusters Score -2.189489e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55862 members 
Mstep: Class 2 contains 132553 members 
Entering Unmasked Estep 
Score: -21903440.000000 Penalty: 6024.615723
	Iteration 6F: 3 clusters Score -2.190344e+07 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 145206 members 
Entering Unmasked Estep 
Score: -21914020.000000 Penalty: 6024.615723
	Iteration 7F: 3 clusters Score -2.191402e+07 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 158387 members 
Entering Unmasked Estep 
Score: -21924926.000000 Penalty: 6024.615723
	Iteration 8F: 3 clusters Score -2.192493e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 169809 members 
Entering Unmasked Estep 
Score: -21933750.000000 Penalty: 6024.615723
	Iteration 9F: 3 clusters Score -2.193375e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 178154 members 
Entering Unmasked Estep 
Score: -21939946.000000 Penalty: 6024.615723
	Iteration 10Q: 3 clusters Score -2.193995e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 183108 members 
Entering Unmasked Estep 
Score: -21943240.000000 Penalty: 6024.615723
	Iteration 11Q: 3 clusters Score -2.194324e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 185610 members 
Entering Unmasked Estep 
Score: -21944732.000000 Penalty: 6024.615723
	Iteration 12Q: 3 clusters Score -2.194473e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 186733 members 
Entering Unmasked Estep 
Score: -21945374.000000 Penalty: 6024.615723
	Iteration 13Q: 3 clusters Score -2.194537e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 187243 members 
Entering Unmasked Estep 
Score: -21945764.000000 Penalty: 6024.615723
	Iteration 14Q: 3 clusters Score -2.194576e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 187481 members 
Entering Unmasked Estep 
Score: -21945888.000000 Penalty: 6024.615723
	Iteration 15Q: 3 clusters Score -2.194589e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 187605 members 
Entering Unmasked Estep 
Score: -21946000.000000 Penalty: 6024.615723
	Iteration 16Q: 3 clusters Score -2.1946e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 187671 members 
Entering Unmasked Estep 
Score: -21946052.000000 Penalty: 6024.615723
	Iteration 17Q: 3 clusters Score -2.194605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 187716 members 
Entering Unmasked Estep 
Score: -21946104.000000 Penalty: 6024.615723
	Iteration 18Q: 3 clusters Score -2.19461e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 187746 members 
Entering Unmasked Estep 
Score: -21946140.000000 Penalty: 6024.615723
	Iteration 19Q: 3 clusters Score -2.194614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 187759 members 
Entering Unmasked Estep 
Score: -21946158.000000 Penalty: 6024.615723
	Iteration 20F: 3 clusters Score -2.194616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 187769 members 
Entering Unmasked Estep 
Score: -21946182.000000 Penalty: 6024.615723
	Iteration 21Q: 3 clusters Score -2.194618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 187775 members 
Entering Unmasked Estep 
Score: -21946230.000000 Penalty: 6024.615723
	Iteration 22Q: 3 clusters Score -2.194623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 187787 members 
Entering Unmasked Estep 
Score: -21946240.000000 Penalty: 6024.615723
	Iteration 23Q: 3 clusters Score -2.194624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 187798 members 
Entering Unmasked Estep 
Score: -21946254.000000 Penalty: 6024.615723
	Iteration 24Q: 3 clusters Score -2.194625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 187804 members 
Entering Unmasked Estep 
Score: -21946262.000000 Penalty: 6024.615723
	Iteration 25Q: 3 clusters Score -2.194626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 187809 members 
Entering Unmasked Estep 
Score: -21946256.000000 Penalty: 6024.615723
	Iteration 26Q: 3 clusters Score -2.194626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 187814 members 
Entering Unmasked Estep 
Score: -21946256.000000 Penalty: 6024.615723
	Iteration 27Q: 3 clusters Score -2.194626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 187815 members 
Entering Unmasked Estep 
Score: -21946268.000000 Penalty: 6024.615723
	Iteration 28Q: 3 clusters Score -2.194627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 187819 members 
Entering Unmasked Estep 
Score: -21946260.000000 Penalty: 6024.615723
	Iteration 29Q: 3 clusters Score -2.194626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -21946302.000000 Penalty: 6024.615723
	Iteration 30Q: 3 clusters Score -2.19463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 187829 members 
Entering Unmasked Estep 
Score: -21946302.000000 Penalty: 6024.615723
	Iteration 31Q: 3 clusters Score -2.19463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -21946306.000000 Penalty: 6024.615723
	Iteration 32Q: 3 clusters Score -2.194631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 187827 members 
Entering Unmasked Estep 
Score: -21946316.000000 Penalty: 6024.615723
	Iteration 33Q: 3 clusters Score -2.194632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 187830 members 
Entering Unmasked Estep 
Score: -21946304.000000 Penalty: 6024.615723
	Iteration 34Q: 3 clusters Score -2.19463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 187833 members 
Entering Unmasked Estep 
Score: -21946306.000000 Penalty: 6024.615723
	Iteration 35Q: 3 clusters Score -2.194631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 187836 members 
Entering Unmasked Estep 
Score: -21946300.000000 Penalty: 6024.615723
	Iteration 36Q: 3 clusters Score -2.19463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 187836 members 
Entering Unmasked Estep 
Score: -21946302.000000 Penalty: 6024.615723
	Iteration 37Q: 3 clusters Score -2.19463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 187838 members 
Entering Unmasked Estep 
Score: -21946304.000000 Penalty: 6024.615723
	Iteration 38Q: 3 clusters Score -2.19463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 187839 members 
Entering Unmasked Estep 
Score: -21946314.000000 Penalty: 6024.615723
	Iteration 39Q: 3 clusters Score -2.194631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 187839 members 
Entering Unmasked Estep 
Score: -21946314.000000 Penalty: 6024.615723
	Iteration 40F: 3 clusters Score -2.194631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Entering Unmasked Estep 
Score: -954929.187500 Penalty: 2242.102783
	Iteration 0F: 2 clusters Score -954929.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -948244.187500 Penalty: 4484.205566
	Iteration 0F: 3 clusters Score -948244.2 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -950229.625000 Penalty: 4484.205566
	Iteration 1F: 3 clusters Score -950229.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -950533.687500 Penalty: 4484.205566
	Iteration 2F: 3 clusters Score -950533.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -950707.250000 Penalty: 4484.205566
	Iteration 3F: 3 clusters Score -950707.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -950816.000000 Penalty: 4484.205566
	Iteration 4Q: 3 clusters Score -950816 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -950884.875000 Penalty: 4484.205566
	Iteration 5Q: 3 clusters Score -950884.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -950931.000000 Penalty: 4484.205566
	Iteration 6Q: 3 clusters Score -950931 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -950973.125000 Penalty: 4484.205566
	Iteration 7Q: 3 clusters Score -950973.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -951016.375000 Penalty: 4484.205566
	Iteration 8Q: 3 clusters Score -951016.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -951049.062500 Penalty: 4484.205566
	Iteration 9Q: 3 clusters Score -951049.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -951076.750000 Penalty: 4484.205566
	Iteration 10Q: 3 clusters Score -951076.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -951101.062500 Penalty: 4484.205566
	Iteration 11Q: 3 clusters Score -951101.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -951120.187500 Penalty: 4484.205566
	Iteration 12Q: 3 clusters Score -951120.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -951136.687500 Penalty: 4484.205566
	Iteration 13Q: 3 clusters Score -951136.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -951157.250000 Penalty: 4484.205566
	Iteration 14Q: 3 clusters Score -951157.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -951171.500000 Penalty: 4484.205566
	Iteration 15Q: 3 clusters Score -951171.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -951186.312500 Penalty: 4484.205566
	Iteration 16Q: 3 clusters Score -951186.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -951202.875000 Penalty: 4484.205566
	Iteration 17Q: 3 clusters Score -951202.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -951213.625000 Penalty: 4484.205566
	Iteration 18Q: 3 clusters Score -951213.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -951220.937500 Penalty: 4484.205566
	Iteration 19Q: 3 clusters Score -951220.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -951233.875000 Penalty: 4484.205566
	Iteration 20F: 3 clusters Score -951233.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -951245.062500 Penalty: 4484.205566
	Iteration 21Q: 3 clusters Score -951245.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -951249.312500 Penalty: 4484.205566
	Iteration 22Q: 3 clusters Score -951249.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -951253.375000 Penalty: 4484.205566
	Iteration 23Q: 3 clusters Score -951253.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -951262.062500 Penalty: 4484.205566
	Iteration 24Q: 3 clusters Score -951262.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -951272.000000 Penalty: 4484.205566
	Iteration 25Q: 3 clusters Score -951272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -951280.437500 Penalty: 4484.205566
	Iteration 26Q: 3 clusters Score -951280.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -951286.937500 Penalty: 4484.205566
	Iteration 27Q: 3 clusters Score -951286.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -951294.750000 Penalty: 4484.205566
	Iteration 28Q: 3 clusters Score -951294.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -951308.250000 Penalty: 4484.205566
	Iteration 29Q: 3 clusters Score -951308.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -951323.500000 Penalty: 4484.205566
	Iteration 30Q: 3 clusters Score -951323.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -951358.125000 Penalty: 4484.205566
	Iteration 31Q: 3 clusters Score -951358.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -951401.000000 Penalty: 4484.205566
	Iteration 32Q: 3 clusters Score -951401 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -951452.375000 Penalty: 4484.205566
	Iteration 33Q: 3 clusters Score -951452.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -951527.312500 Penalty: 4484.205566
	Iteration 34Q: 3 clusters Score -951527.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -951623.937500 Penalty: 4484.205566
	Iteration 35Q: 3 clusters Score -951623.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -951727.125000 Penalty: 4484.205566
	Iteration 36Q: 3 clusters Score -951727.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -951850.000000 Penalty: 4484.205566
	Iteration 37Q: 3 clusters Score -951850 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -951969.312500 Penalty: 4484.205566
	Iteration 38Q: 3 clusters Score -951969.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -952089.000000 Penalty: 4484.205566
	Iteration 39Q: 3 clusters Score -952089 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -952207.125000 Penalty: 4484.205566
	Iteration 40F: 3 clusters Score -952207.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -952308.937500 Penalty: 4484.205566
	Iteration 41Q: 3 clusters Score -952308.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -952404.125000 Penalty: 4484.205566
	Iteration 42Q: 3 clusters Score -952404.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -952489.625000 Penalty: 4484.205566
	Iteration 43Q: 3 clusters Score -952489.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -952566.062500 Penalty: 4484.205566
	Iteration 44Q: 3 clusters Score -952566.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -952631.312500 Penalty: 4484.205566
	Iteration 45Q: 3 clusters Score -952631.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -952685.312500 Penalty: 4484.205566
	Iteration 46Q: 3 clusters Score -952685.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -952748.250000 Penalty: 4484.205566
	Iteration 47Q: 3 clusters Score -952748.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -952807.812500 Penalty: 4484.205566
	Iteration 48Q: 3 clusters Score -952807.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -952843.125000 Penalty: 4484.205566
	Iteration 49Q: 3 clusters Score -952843.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -952879.875000 Penalty: 4484.205566
	Iteration 50Q: 3 clusters Score -952879.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -952904.437500 Penalty: 4484.205566
	Iteration 51Q: 3 clusters Score -952904.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -952930.875000 Penalty: 4484.205566
	Iteration 52Q: 3 clusters Score -952930.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -952953.187500 Penalty: 4484.205566
	Iteration 53Q: 3 clusters Score -952953.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -952968.937500 Penalty: 4484.205566
	Iteration 54Q: 3 clusters Score -952968.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -952993.812500 Penalty: 4484.205566
	Iteration 55Q: 3 clusters Score -952993.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -953014.062500 Penalty: 4484.205566
	Iteration 56Q: 3 clusters Score -953014.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -953027.812500 Penalty: 4484.205566
	Iteration 57Q: 3 clusters Score -953027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -953035.687500 Penalty: 4484.205566
	Iteration 58Q: 3 clusters Score -953035.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -953038.687500 Penalty: 4484.205566
	Iteration 59Q: 3 clusters Score -953038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -953041.375000 Penalty: 4484.205566
	Iteration 60F: 3 clusters Score -953041.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -953044.875000 Penalty: 4484.205566
	Iteration 61Q: 3 clusters Score -953044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -953047.312500 Penalty: 4484.205566
	Iteration 62Q: 3 clusters Score -953047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -953048.312500 Penalty: 4484.205566
	Iteration 63Q: 3 clusters Score -953048.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -953050.625000 Penalty: 4484.205566
	Iteration 64Q: 3 clusters Score -953050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -953053.125000 Penalty: 4484.205566
	Iteration 65Q: 3 clusters Score -953053.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -953053.125000 Penalty: 4484.205566
	Iteration 66Q: 3 clusters Score -953053.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -953053.125000 Penalty: 4484.205566
	Iteration 67F: 3 clusters Score -953053.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36211.085938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -36211.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -34857.941406 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -34857.94 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -35191.238281 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -35191.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35310.804688 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -35310.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35444.738281 Penalty: 2959.208984
	Iteration 3F: 3 clusters Score -35444.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35524.210938 Penalty: 2959.208984
	Iteration 4F: 3 clusters Score -35524.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35620.671875 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -35620.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35680.597656 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -35680.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -35737.250000 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -35737.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -35762.175781 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -35762.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35782.269531 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -35782.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -35782.269531 Penalty: 2959.208984
	Iteration 10F: 3 clusters Score -35782.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Entering Unmasked Estep 
Score: -4767752.000000 Penalty: 2634.795898
	Iteration 0F: 2 clusters Score -4767752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4739852.500000 Penalty: 5269.591797
	Iteration 0F: 3 clusters Score -4739852 nChanged 18889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4750418.000000 Penalty: 5269.591797
	Iteration 1F: 3 clusters Score -4750418 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4751118.500000 Penalty: 5269.591797
	Iteration 2Q: 3 clusters Score -4751118 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4751812.500000 Penalty: 5269.591797
	Iteration 3Q: 3 clusters Score -4751812 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4752719.500000 Penalty: 5269.591797
	Iteration 4Q: 3 clusters Score -4752720 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4753837.000000 Penalty: 5269.591797
	Iteration 5Q: 3 clusters Score -4753837 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4755329.500000 Penalty: 5269.591797
	Iteration 6F: 3 clusters Score -4755330 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4757274.000000 Penalty: 5269.591797
	Iteration 7F: 3 clusters Score -4757274 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -4759424.000000 Penalty: 5269.591797
	Iteration 8F: 3 clusters Score -4759424 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4761521.000000 Penalty: 5269.591797
	Iteration 9F: 3 clusters Score -4761521 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4763143.500000 Penalty: 5269.591797
	Iteration 10Q: 3 clusters Score -4763144 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4764124.000000 Penalty: 5269.591797
	Iteration 11Q: 3 clusters Score -4764124 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4764700.500000 Penalty: 5269.591797
	Iteration 12Q: 3 clusters Score -4764700 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4765001.000000 Penalty: 5269.591797
	Iteration 13Q: 3 clusters Score -4765001 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4765181.000000 Penalty: 5269.591797
	Iteration 14Q: 3 clusters Score -4765181 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4765306.000000 Penalty: 5269.591797
	Iteration 15Q: 3 clusters Score -4765306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4765370.500000 Penalty: 5269.591797
	Iteration 16Q: 3 clusters Score -4765370 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4765409.000000 Penalty: 5269.591797
	Iteration 17Q: 3 clusters Score -4765409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4765449.500000 Penalty: 5269.591797
	Iteration 18Q: 3 clusters Score -4765450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4765474.000000 Penalty: 5269.591797
	Iteration 19Q: 3 clusters Score -4765474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4765498.500000 Penalty: 5269.591797
	Iteration 20F: 3 clusters Score -4765498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4765511.500000 Penalty: 5269.591797
	Iteration 21Q: 3 clusters Score -4765512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4765521.500000 Penalty: 5269.591797
	Iteration 22Q: 3 clusters Score -4765522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4765529.500000 Penalty: 5269.591797
	Iteration 23Q: 3 clusters Score -4765530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4765531.000000 Penalty: 5269.591797
	Iteration 24Q: 3 clusters Score -4765531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4765532.500000 Penalty: 5269.591797
	Iteration 25Q: 3 clusters Score -4765532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4765533.000000 Penalty: 5269.591797
	Iteration 26Q: 3 clusters Score -4765533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4765535.500000 Penalty: 5269.591797
	Iteration 27Q: 3 clusters Score -4765536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4765531.500000 Penalty: 5269.591797
	Iteration 28Q: 3 clusters Score -4765532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4765536.500000 Penalty: 5269.591797
	Iteration 29Q: 3 clusters Score -4765536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4765534.500000 Penalty: 5269.591797
	Iteration 30Q: 3 clusters Score -4765534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4765534.500000 Penalty: 5269.591797
	Iteration 31Q: 3 clusters Score -4765534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4765534.500000 Penalty: 5269.591797
	Iteration 32F: 3 clusters Score -4765534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Entering Unmasked Estep 
Score: -1290224.125000 Penalty: 2324.053223
	Iteration 0F: 2 clusters Score -1290224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1281403.625000 Penalty: 4648.106445
	Iteration 0F: 3 clusters Score -1281404 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1284125.375000 Penalty: 4648.106445
	Iteration 1F: 3 clusters Score -1284125 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1284569.625000 Penalty: 4648.106445
	Iteration 2F: 3 clusters Score -1284570 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1284920.500000 Penalty: 4648.106445
	Iteration 3F: 3 clusters Score -1284920 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1285311.000000 Penalty: 4648.106445
	Iteration 4F: 3 clusters Score -1285311 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1285766.750000 Penalty: 4648.106445
	Iteration 5F: 3 clusters Score -1285767 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1286228.250000 Penalty: 4648.106445
	Iteration 6F: 3 clusters Score -1286228 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1286675.250000 Penalty: 4648.106445
	Iteration 7F: 3 clusters Score -1286675 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1287097.125000 Penalty: 4648.106445
	Iteration 8Q: 3 clusters Score -1287097 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1287442.500000 Penalty: 4648.106445
	Iteration 9Q: 3 clusters Score -1287442 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1287730.625000 Penalty: 4648.106445
	Iteration 10Q: 3 clusters Score -1287731 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1287960.875000 Penalty: 4648.106445
	Iteration 11Q: 3 clusters Score -1287961 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1288134.125000 Penalty: 4648.106445
	Iteration 12Q: 3 clusters Score -1288134 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1288272.250000 Penalty: 4648.106445
	Iteration 13Q: 3 clusters Score -1288272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1288373.375000 Penalty: 4648.106445
	Iteration 14Q: 3 clusters Score -1288373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1288432.125000 Penalty: 4648.106445
	Iteration 15Q: 3 clusters Score -1288432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1288474.750000 Penalty: 4648.106445
	Iteration 16Q: 3 clusters Score -1288475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1288506.000000 Penalty: 4648.106445
	Iteration 17Q: 3 clusters Score -1288506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1288532.375000 Penalty: 4648.106445
	Iteration 18Q: 3 clusters Score -1288532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1288554.500000 Penalty: 4648.106445
	Iteration 19Q: 3 clusters Score -1288554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1288571.625000 Penalty: 4648.106445
	Iteration 20F: 3 clusters Score -1288572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1288586.250000 Penalty: 4648.106445
	Iteration 21Q: 3 clusters Score -1288586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1288596.125000 Penalty: 4648.106445
	Iteration 22Q: 3 clusters Score -1288596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1288603.875000 Penalty: 4648.106445
	Iteration 23Q: 3 clusters Score -1288604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1288610.625000 Penalty: 4648.106445
	Iteration 24Q: 3 clusters Score -1288611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1288615.875000 Penalty: 4648.106445
	Iteration 25Q: 3 clusters Score -1288616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1288622.250000 Penalty: 4648.106445
	Iteration 26Q: 3 clusters Score -1288622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1288623.625000 Penalty: 4648.106445
	Iteration 27Q: 3 clusters Score -1288624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1288625.375000 Penalty: 4648.106445
	Iteration 28Q: 3 clusters Score -1288625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1288628.750000 Penalty: 4648.106445
	Iteration 29Q: 3 clusters Score -1288629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1288631.125000 Penalty: 4648.106445
	Iteration 30Q: 3 clusters Score -1288631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1288630.500000 Penalty: 4648.106445
	Iteration 31Q: 3 clusters Score -1288630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1288633.375000 Penalty: 4648.106445
	Iteration 32Q: 3 clusters Score -1288633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1288635.375000 Penalty: 4648.106445
	Iteration 33Q: 3 clusters Score -1288635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1288635.000000 Penalty: 4648.106445
	Iteration 34Q: 3 clusters Score -1288635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1288637.250000 Penalty: 4648.106445
	Iteration 35Q: 3 clusters Score -1288637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1288638.250000 Penalty: 4648.106445
	Iteration 36Q: 3 clusters Score -1288638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1288640.000000 Penalty: 4648.106445
	Iteration 37Q: 3 clusters Score -1288640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1288640.875000 Penalty: 4648.106445
	Iteration 38Q: 3 clusters Score -1288641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1288644.000000 Penalty: 4648.106445
	Iteration 39Q: 3 clusters Score -1288644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1288644.375000 Penalty: 4648.106445
	Iteration 40F: 3 clusters Score -1288644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1288647.375000 Penalty: 4648.106445
	Iteration 41Q: 3 clusters Score -1288647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1288649.875000 Penalty: 4648.106445
	Iteration 42Q: 3 clusters Score -1288650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1288649.750000 Penalty: 4648.106445
	Iteration 43Q: 3 clusters Score -1288650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1288650.875000 Penalty: 4648.106445
	Iteration 44Q: 3 clusters Score -1288651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1288653.375000 Penalty: 4648.106445
	Iteration 45Q: 3 clusters Score -1288653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1288653.375000 Penalty: 4648.106445
	Iteration 46F: 3 clusters Score -1288653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Entering Unmasked Estep 
Score: -783297.437500 Penalty: 2199.471191
	Iteration 0F: 2 clusters Score -783297.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -777459.187500 Penalty: 4398.942383
	Iteration 0F: 3 clusters Score -777459.2 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -779039.125000 Penalty: 4398.942383
	Iteration 1F: 3 clusters Score -779039.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -779287.750000 Penalty: 4398.942383
	Iteration 2F: 3 clusters Score -779287.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -779413.312500 Penalty: 4398.942383
	Iteration 3Q: 3 clusters Score -779413.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -779508.187500 Penalty: 4398.942383
	Iteration 4Q: 3 clusters Score -779508.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -779587.750000 Penalty: 4398.942383
	Iteration 5Q: 3 clusters Score -779587.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -779664.750000 Penalty: 4398.942383
	Iteration 6Q: 3 clusters Score -779664.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -779733.125000 Penalty: 4398.942383
	Iteration 7Q: 3 clusters Score -779733.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -779792.125000 Penalty: 4398.942383
	Iteration 8Q: 3 clusters Score -779792.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -779842.875000 Penalty: 4398.942383
	Iteration 9Q: 3 clusters Score -779842.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -779908.062500 Penalty: 4398.942383
	Iteration 10Q: 3 clusters Score -779908.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -779967.187500 Penalty: 4398.942383
	Iteration 11Q: 3 clusters Score -779967.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -780028.312500 Penalty: 4398.942383
	Iteration 12Q: 3 clusters Score -780028.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -780086.437500 Penalty: 4398.942383
	Iteration 13Q: 3 clusters Score -780086.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -780137.437500 Penalty: 4398.942383
	Iteration 14Q: 3 clusters Score -780137.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -780192.312500 Penalty: 4398.942383
	Iteration 15Q: 3 clusters Score -780192.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -780242.812500 Penalty: 4398.942383
	Iteration 16Q: 3 clusters Score -780242.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -780296.125000 Penalty: 4398.942383
	Iteration 17Q: 3 clusters Score -780296.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -780354.062500 Penalty: 4398.942383
	Iteration 18Q: 3 clusters Score -780354.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -780421.437500 Penalty: 4398.942383
	Iteration 19Q: 3 clusters Score -780421.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -780502.500000 Penalty: 4398.942383
	Iteration 20F: 3 clusters Score -780502.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -780595.125000 Penalty: 4398.942383
	Iteration 21Q: 3 clusters Score -780595.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -780712.937500 Penalty: 4398.942383
	Iteration 22Q: 3 clusters Score -780712.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -780857.125000 Penalty: 4398.942383
	Iteration 23Q: 3 clusters Score -780857.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -781020.687500 Penalty: 4398.942383
	Iteration 24Q: 3 clusters Score -781020.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -781140.062500 Penalty: 4398.942383
	Iteration 25Q: 3 clusters Score -781140.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -781235.687500 Penalty: 4398.942383
	Iteration 26Q: 3 clusters Score -781235.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -781326.000000 Penalty: 4398.942383
	Iteration 27Q: 3 clusters Score -781326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -781392.750000 Penalty: 4398.942383
	Iteration 28Q: 3 clusters Score -781392.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -781455.437500 Penalty: 4398.942383
	Iteration 29Q: 3 clusters Score -781455.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -781488.000000 Penalty: 4398.942383
	Iteration 30Q: 3 clusters Score -781488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -781509.937500 Penalty: 4398.942383
	Iteration 31Q: 3 clusters Score -781509.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -781536.312500 Penalty: 4398.942383
	Iteration 32Q: 3 clusters Score -781536.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -781555.125000 Penalty: 4398.942383
	Iteration 33Q: 3 clusters Score -781555.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -781572.625000 Penalty: 4398.942383
	Iteration 34Q: 3 clusters Score -781572.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -781584.437500 Penalty: 4398.942383
	Iteration 35Q: 3 clusters Score -781584.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -781595.437500 Penalty: 4398.942383
	Iteration 36Q: 3 clusters Score -781595.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -781603.187500 Penalty: 4398.942383
	Iteration 37Q: 3 clusters Score -781603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -781608.687500 Penalty: 4398.942383
	Iteration 38Q: 3 clusters Score -781608.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -781615.687500 Penalty: 4398.942383
	Iteration 39Q: 3 clusters Score -781615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -781622.000000 Penalty: 4398.942383
	Iteration 40F: 3 clusters Score -781622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -781626.625000 Penalty: 4398.942383
	Iteration 41Q: 3 clusters Score -781626.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -781632.000000 Penalty: 4398.942383
	Iteration 42Q: 3 clusters Score -781632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -781640.500000 Penalty: 4398.942383
	Iteration 43Q: 3 clusters Score -781640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -781645.062500 Penalty: 4398.942383
	Iteration 44Q: 3 clusters Score -781645.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -781647.750000 Penalty: 4398.942383
	Iteration 45Q: 3 clusters Score -781647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -781652.250000 Penalty: 4398.942383
	Iteration 46Q: 3 clusters Score -781652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -781654.187500 Penalty: 4398.942383
	Iteration 47Q: 3 clusters Score -781654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -781654.125000 Penalty: 4398.942383
	Iteration 48Q: 3 clusters Score -781654.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -781654.312500 Penalty: 4398.942383
	Iteration 49Q: 3 clusters Score -781654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -781655.687500 Penalty: 4398.942383
	Iteration 50Q: 3 clusters Score -781655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -781655.750000 Penalty: 4398.942383
	Iteration 51Q: 3 clusters Score -781655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -781655.750000 Penalty: 4398.942383
	Iteration 52F: 3 clusters Score -781655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Entering Unmasked Estep 
Score: -1381636.125000 Penalty: 2323.842041
	Iteration 0F: 2 clusters Score -1381636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1372902.875000 Penalty: 4647.684082
	Iteration 0F: 3 clusters Score -1372903 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1375500.875000 Penalty: 4647.684082
	Iteration 1F: 3 clusters Score -1375501 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1375768.250000 Penalty: 4647.684082
	Iteration 2F: 3 clusters Score -1375768 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1375955.500000 Penalty: 4647.684082
	Iteration 3Q: 3 clusters Score -1375956 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1376082.375000 Penalty: 4647.684082
	Iteration 4Q: 3 clusters Score -1376082 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1376203.750000 Penalty: 4647.684082
	Iteration 5Q: 3 clusters Score -1376204 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1376293.875000 Penalty: 4647.684082
	Iteration 6Q: 3 clusters Score -1376294 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1376366.500000 Penalty: 4647.684082
	Iteration 7Q: 3 clusters Score -1376366 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1376427.000000 Penalty: 4647.684082
	Iteration 8Q: 3 clusters Score -1376427 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1376462.375000 Penalty: 4647.684082
	Iteration 9Q: 3 clusters Score -1376462 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1376508.500000 Penalty: 4647.684082
	Iteration 10Q: 3 clusters Score -1376508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1376539.500000 Penalty: 4647.684082
	Iteration 11Q: 3 clusters Score -1376540 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1376576.500000 Penalty: 4647.684082
	Iteration 12Q: 3 clusters Score -1376576 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1376613.750000 Penalty: 4647.684082
	Iteration 13Q: 3 clusters Score -1376614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1376652.250000 Penalty: 4647.684082
	Iteration 14Q: 3 clusters Score -1376652 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1376686.125000 Penalty: 4647.684082
	Iteration 15Q: 3 clusters Score -1376686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1376720.500000 Penalty: 4647.684082
	Iteration 16Q: 3 clusters Score -1376720 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1376750.875000 Penalty: 4647.684082
	Iteration 17Q: 3 clusters Score -1376751 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1376800.875000 Penalty: 4647.684082
	Iteration 18Q: 3 clusters Score -1376801 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1376856.375000 Penalty: 4647.684082
	Iteration 19Q: 3 clusters Score -1376856 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1376915.875000 Penalty: 4647.684082
	Iteration 20F: 3 clusters Score -1376916 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1376988.500000 Penalty: 4647.684082
	Iteration 21Q: 3 clusters Score -1376988 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1377093.125000 Penalty: 4647.684082
	Iteration 22Q: 3 clusters Score -1377093 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1377220.875000 Penalty: 4647.684082
	Iteration 23Q: 3 clusters Score -1377221 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1377393.375000 Penalty: 4647.684082
	Iteration 24Q: 3 clusters Score -1377393 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1377627.500000 Penalty: 4647.684082
	Iteration 25Q: 3 clusters Score -1377628 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1377921.375000 Penalty: 4647.684082
	Iteration 26Q: 3 clusters Score -1377921 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1378208.625000 Penalty: 4647.684082
	Iteration 27Q: 3 clusters Score -1378209 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1378425.375000 Penalty: 4647.684082
	Iteration 28Q: 3 clusters Score -1378425 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1378639.750000 Penalty: 4647.684082
	Iteration 29Q: 3 clusters Score -1378640 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1378784.500000 Penalty: 4647.684082
	Iteration 30Q: 3 clusters Score -1378784 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1378887.125000 Penalty: 4647.684082
	Iteration 31Q: 3 clusters Score -1378887 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1378957.625000 Penalty: 4647.684082
	Iteration 32Q: 3 clusters Score -1378958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1379014.375000 Penalty: 4647.684082
	Iteration 33Q: 3 clusters Score -1379014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1379048.500000 Penalty: 4647.684082
	Iteration 34Q: 3 clusters Score -1379048 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1379074.125000 Penalty: 4647.684082
	Iteration 35Q: 3 clusters Score -1379074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1379094.750000 Penalty: 4647.684082
	Iteration 36Q: 3 clusters Score -1379095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1379107.625000 Penalty: 4647.684082
	Iteration 37Q: 3 clusters Score -1379108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1379123.375000 Penalty: 4647.684082
	Iteration 38Q: 3 clusters Score -1379123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1379141.250000 Penalty: 4647.684082
	Iteration 39Q: 3 clusters Score -1379141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1379160.875000 Penalty: 4647.684082
	Iteration 40F: 3 clusters Score -1379161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1379187.250000 Penalty: 4647.684082
	Iteration 41Q: 3 clusters Score -1379187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1379212.250000 Penalty: 4647.684082
	Iteration 42Q: 3 clusters Score -1379212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1379244.250000 Penalty: 4647.684082
	Iteration 43Q: 3 clusters Score -1379244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1379265.375000 Penalty: 4647.684082
	Iteration 44Q: 3 clusters Score -1379265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1379286.125000 Penalty: 4647.684082
	Iteration 45Q: 3 clusters Score -1379286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1379306.125000 Penalty: 4647.684082
	Iteration 46Q: 3 clusters Score -1379306 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1379335.875000 Penalty: 4647.684082
	Iteration 47Q: 3 clusters Score -1379336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1379357.375000 Penalty: 4647.684082
	Iteration 48Q: 3 clusters Score -1379357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1379372.500000 Penalty: 4647.684082
	Iteration 49Q: 3 clusters Score -1379372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1379387.750000 Penalty: 4647.684082
	Iteration 50Q: 3 clusters Score -1379388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1379405.625000 Penalty: 4647.684082
	Iteration 51Q: 3 clusters Score -1379406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1379419.500000 Penalty: 4647.684082
	Iteration 52Q: 3 clusters Score -1379420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1379431.500000 Penalty: 4647.684082
	Iteration 53Q: 3 clusters Score -1379432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1379440.000000 Penalty: 4647.684082
	Iteration 54Q: 3 clusters Score -1379440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1379447.375000 Penalty: 4647.684082
	Iteration 55Q: 3 clusters Score -1379447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1379457.125000 Penalty: 4647.684082
	Iteration 56Q: 3 clusters Score -1379457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1379462.375000 Penalty: 4647.684082
	Iteration 57Q: 3 clusters Score -1379462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1379467.250000 Penalty: 4647.684082
	Iteration 58Q: 3 clusters Score -1379467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1379473.375000 Penalty: 4647.684082
	Iteration 59Q: 3 clusters Score -1379473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1379482.750000 Penalty: 4647.684082
	Iteration 60F: 3 clusters Score -1379483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1379491.625000 Penalty: 4647.684082
	Iteration 61Q: 3 clusters Score -1379492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1379492.875000 Penalty: 4647.684082
	Iteration 62Q: 3 clusters Score -1379493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1379497.250000 Penalty: 4647.684082
	Iteration 63Q: 3 clusters Score -1379497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1379501.250000 Penalty: 4647.684082
	Iteration 64Q: 3 clusters Score -1379501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1379502.125000 Penalty: 4647.684082
	Iteration 65Q: 3 clusters Score -1379502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1379504.500000 Penalty: 4647.684082
	Iteration 66Q: 3 clusters Score -1379504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1379509.125000 Penalty: 4647.684082
	Iteration 67Q: 3 clusters Score -1379509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1379506.875000 Penalty: 4647.684082
	Iteration 68Q: 3 clusters Score -1379507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1379514.375000 Penalty: 4647.684082
	Iteration 69Q: 3 clusters Score -1379514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1379518.000000 Penalty: 4647.684082
	Iteration 70Q: 3 clusters Score -1379518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1379519.875000 Penalty: 4647.684082
	Iteration 71Q: 3 clusters Score -1379520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1379524.500000 Penalty: 4647.684082
	Iteration 72Q: 3 clusters Score -1379524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1379525.875000 Penalty: 4647.684082
	Iteration 73Q: 3 clusters Score -1379526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1379526.250000 Penalty: 4647.684082
	Iteration 74Q: 3 clusters Score -1379526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1379528.750000 Penalty: 4647.684082
	Iteration 75Q: 3 clusters Score -1379529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1379536.000000 Penalty: 4647.684082
	Iteration 76Q: 3 clusters Score -1379536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1379540.625000 Penalty: 4647.684082
	Iteration 77Q: 3 clusters Score -1379541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1379546.125000 Penalty: 4647.684082
	Iteration 78Q: 3 clusters Score -1379546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1379546.875000 Penalty: 4647.684082
	Iteration 79Q: 3 clusters Score -1379547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1379550.375000 Penalty: 4647.684082
	Iteration 80F: 3 clusters Score -1379550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1379553.625000 Penalty: 4647.684082
	Iteration 81Q: 3 clusters Score -1379554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1379554.250000 Penalty: 4647.684082
	Iteration 82Q: 3 clusters Score -1379554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1379556.875000 Penalty: 4647.684082
	Iteration 83Q: 3 clusters Score -1379557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1379560.500000 Penalty: 4647.684082
	Iteration 84Q: 3 clusters Score -1379560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1379559.000000 Penalty: 4647.684082
	Iteration 85Q: 3 clusters Score -1379559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1379559.625000 Penalty: 4647.684082
	Iteration 86Q: 3 clusters Score -1379560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1379561.125000 Penalty: 4647.684082
	Iteration 87Q: 3 clusters Score -1379561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1379562.250000 Penalty: 4647.684082
	Iteration 88Q: 3 clusters Score -1379562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1379562.625000 Penalty: 4647.684082
	Iteration 89Q: 3 clusters Score -1379563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1379564.375000 Penalty: 4647.684082
	Iteration 90Q: 3 clusters Score -1379564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1379565.000000 Penalty: 4647.684082
	Iteration 91Q: 3 clusters Score -1379565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1379567.000000 Penalty: 4647.684082
	Iteration 92Q: 3 clusters Score -1379567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1379566.875000 Penalty: 4647.684082
	Iteration 93Q: 3 clusters Score -1379567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1379568.250000 Penalty: 4647.684082
	Iteration 94Q: 3 clusters Score -1379568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1379567.875000 Penalty: 4647.684082
	Iteration 95Q: 3 clusters Score -1379568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1379571.000000 Penalty: 4647.684082
	Iteration 96Q: 3 clusters Score -1379571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1379574.750000 Penalty: 4647.684082
	Iteration 97Q: 3 clusters Score -1379575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1379574.500000 Penalty: 4647.684082
	Iteration 98Q: 3 clusters Score -1379574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1379576.875000 Penalty: 4647.684082
	Iteration 99Q: 3 clusters Score -1379577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1379580.500000 Penalty: 4647.684082
	Iteration 100F: 3 clusters Score -1379580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1379583.625000 Penalty: 4647.684082
	Iteration 101Q: 3 clusters Score -1379584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1379586.000000 Penalty: 4647.684082
	Iteration 102Q: 3 clusters Score -1379586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1379584.875000 Penalty: 4647.684082
	Iteration 103Q: 3 clusters Score -1379585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1379589.000000 Penalty: 4647.684082
	Iteration 104Q: 3 clusters Score -1379589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1379594.375000 Penalty: 4647.684082
	Iteration 105Q: 3 clusters Score -1379594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1379596.500000 Penalty: 4647.684082
	Iteration 106Q: 3 clusters Score -1379596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1379598.375000 Penalty: 4647.684082
	Iteration 107Q: 3 clusters Score -1379598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1379598.375000 Penalty: 4647.684082
	Iteration 108Q: 3 clusters Score -1379598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1379604.125000 Penalty: 4647.684082
	Iteration 109Q: 3 clusters Score -1379604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1379607.500000 Penalty: 4647.684082
	Iteration 110Q: 3 clusters Score -1379608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1379607.875000 Penalty: 4647.684082
	Iteration 111Q: 3 clusters Score -1379608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1379609.125000 Penalty: 4647.684082
	Iteration 112Q: 3 clusters Score -1379609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1379609.375000 Penalty: 4647.684082
	Iteration 113Q: 3 clusters Score -1379609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1379611.500000 Penalty: 4647.684082
	Iteration 114Q: 3 clusters Score -1379612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1379609.875000 Penalty: 4647.684082
	Iteration 115Q: 3 clusters Score -1379610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1379612.375000 Penalty: 4647.684082
	Iteration 116Q: 3 clusters Score -1379612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1379614.625000 Penalty: 4647.684082
	Iteration 117Q: 3 clusters Score -1379615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1379615.750000 Penalty: 4647.684082
	Iteration 118Q: 3 clusters Score -1379616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1379616.125000 Penalty: 4647.684082
	Iteration 119Q: 3 clusters Score -1379616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1379616.500000 Penalty: 4647.684082
	Iteration 120F: 3 clusters Score -1379616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1379618.250000 Penalty: 4647.684082
	Iteration 121Q: 3 clusters Score -1379618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1379621.125000 Penalty: 4647.684082
	Iteration 122Q: 3 clusters Score -1379621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1379621.125000 Penalty: 4647.684082
	Iteration 123Q: 3 clusters Score -1379621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1379621.875000 Penalty: 4647.684082
	Iteration 124Q: 3 clusters Score -1379622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1379624.250000 Penalty: 4647.684082
	Iteration 125Q: 3 clusters Score -1379624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1379626.500000 Penalty: 4647.684082
	Iteration 126Q: 3 clusters Score -1379626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1379627.875000 Penalty: 4647.684082
	Iteration 127Q: 3 clusters Score -1379628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1379626.250000 Penalty: 4647.684082
	Iteration 128Q: 3 clusters Score -1379626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1379628.125000 Penalty: 4647.684082
	Iteration 129Q: 3 clusters Score -1379628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1379628.375000 Penalty: 4647.684082
	Iteration 130Q: 3 clusters Score -1379628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1379629.250000 Penalty: 4647.684082
	Iteration 131Q: 3 clusters Score -1379629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1379629.250000 Penalty: 4647.684082
	Iteration 132F: 3 clusters Score -1379629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Entering Unmasked Estep 
Score: -9631420.000000 Penalty: 2807.115234
	Iteration 0F: 2 clusters Score -9631420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -9576500.000000 Penalty: 5614.230469
	Iteration 0F: 3 clusters Score -9576500 nChanged 38682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -9599201.000000 Penalty: 5614.230469
	Iteration 1F: 3 clusters Score -9599201 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -9600371.000000 Penalty: 5614.230469
	Iteration 2Q: 3 clusters Score -9600371 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -9601809.000000 Penalty: 5614.230469
	Iteration 3Q: 3 clusters Score -9601809 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -9603721.000000 Penalty: 5614.230469
	Iteration 4F: 3 clusters Score -9603721 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -9606303.000000 Penalty: 5614.230469
	Iteration 5F: 3 clusters Score -9606303 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -9609637.000000 Penalty: 5614.230469
	Iteration 6F: 3 clusters Score -9609637 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56974 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -9613752.000000 Penalty: 5614.230469
	Iteration 7F: 3 clusters Score -9613752 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -9618310.000000 Penalty: 5614.230469
	Iteration 8F: 3 clusters Score -9618310 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62135 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -9621333.000000 Penalty: 5614.230469
	Iteration 9Q: 3 clusters Score -9621333 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -9622741.000000 Penalty: 5614.230469
	Iteration 10Q: 3 clusters Score -9622741 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -9623387.000000 Penalty: 5614.230469
	Iteration 11Q: 3 clusters Score -9623387 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -9623854.000000 Penalty: 5614.230469
	Iteration 12Q: 3 clusters Score -9623854 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -9624273.000000 Penalty: 5614.230469
	Iteration 13Q: 3 clusters Score -9624273 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -9624639.000000 Penalty: 5614.230469
	Iteration 14Q: 3 clusters Score -9624639 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -9625003.000000 Penalty: 5614.230469
	Iteration 15Q: 3 clusters Score -9625003 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69891 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -9625267.000000 Penalty: 5614.230469
	Iteration 16Q: 3 clusters Score -9625267 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -9625599.000000 Penalty: 5614.230469
	Iteration 17Q: 3 clusters Score -9625599 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71610 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -9625891.000000 Penalty: 5614.230469
	Iteration 18Q: 3 clusters Score -9625891 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -9626277.000000 Penalty: 5614.230469
	Iteration 19Q: 3 clusters Score -9626277 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -9626662.000000 Penalty: 5614.230469
	Iteration 20F: 3 clusters Score -9626662 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73932 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -9626887.000000 Penalty: 5614.230469
	Iteration 21Q: 3 clusters Score -9626887 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74617 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -9627216.000000 Penalty: 5614.230469
	Iteration 22Q: 3 clusters Score -9627216 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -9627470.000000 Penalty: 5614.230469
	Iteration 23Q: 3 clusters Score -9627470 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -9627703.000000 Penalty: 5614.230469
	Iteration 24Q: 3 clusters Score -9627703 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -9627970.000000 Penalty: 5614.230469
	Iteration 25Q: 3 clusters Score -9627970 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76805 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -9628176.000000 Penalty: 5614.230469
	Iteration 26Q: 3 clusters Score -9628176 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9628357.000000 Penalty: 5614.230469
	Iteration 27Q: 3 clusters Score -9628357 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9628503.000000 Penalty: 5614.230469
	Iteration 28Q: 3 clusters Score -9628503 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -9628624.000000 Penalty: 5614.230469
	Iteration 29Q: 3 clusters Score -9628624 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -9628742.000000 Penalty: 5614.230469
	Iteration 30Q: 3 clusters Score -9628742 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -9628879.000000 Penalty: 5614.230469
	Iteration 31Q: 3 clusters Score -9628879 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -9628959.000000 Penalty: 5614.230469
	Iteration 32Q: 3 clusters Score -9628959 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -9629040.000000 Penalty: 5614.230469
	Iteration 33Q: 3 clusters Score -9629040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9629087.000000 Penalty: 5614.230469
	Iteration 34Q: 3 clusters Score -9629087 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9629160.000000 Penalty: 5614.230469
	Iteration 35Q: 3 clusters Score -9629160 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -9629193.000000 Penalty: 5614.230469
	Iteration 36Q: 3 clusters Score -9629193 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9629235.000000 Penalty: 5614.230469
	Iteration 37Q: 3 clusters Score -9629235 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -9629270.000000 Penalty: 5614.230469
	Iteration 38Q: 3 clusters Score -9629270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9629298.000000 Penalty: 5614.230469
	Iteration 39Q: 3 clusters Score -9629298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79806 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9629314.000000 Penalty: 5614.230469
	Iteration 40F: 3 clusters Score -9629314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79854 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9629320.000000 Penalty: 5614.230469
	Iteration 41Q: 3 clusters Score -9629320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9629346.000000 Penalty: 5614.230469
	Iteration 42Q: 3 clusters Score -9629346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -9629336.000000 Penalty: 5614.230469
	Iteration 43Q: 3 clusters Score -9629336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9629369.000000 Penalty: 5614.230469
	Iteration 44Q: 3 clusters Score -9629369 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9629368.000000 Penalty: 5614.230469
	Iteration 45Q: 3 clusters Score -9629368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9629398.000000 Penalty: 5614.230469
	Iteration 46Q: 3 clusters Score -9629398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9629388.000000 Penalty: 5614.230469
	Iteration 47Q: 3 clusters Score -9629388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9629403.000000 Penalty: 5614.230469
	Iteration 48Q: 3 clusters Score -9629403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9629407.000000 Penalty: 5614.230469
	Iteration 49Q: 3 clusters Score -9629407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80179 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9629411.000000 Penalty: 5614.230469
	Iteration 50Q: 3 clusters Score -9629411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9629406.000000 Penalty: 5614.230469
	Iteration 51Q: 3 clusters Score -9629406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80226 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9629422.000000 Penalty: 5614.230469
	Iteration 52Q: 3 clusters Score -9629422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9629420.000000 Penalty: 5614.230469
	Iteration 53Q: 3 clusters Score -9629420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9629413.000000 Penalty: 5614.230469
	Iteration 54Q: 3 clusters Score -9629413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9629405.000000 Penalty: 5614.230469
	Iteration 55Q: 3 clusters Score -9629405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9629425.000000 Penalty: 5614.230469
	Iteration 56Q: 3 clusters Score -9629425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9629423.000000 Penalty: 5614.230469
	Iteration 57Q: 3 clusters Score -9629423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9629430.000000 Penalty: 5614.230469
	Iteration 58Q: 3 clusters Score -9629430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80282 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9629423.000000 Penalty: 5614.230469
	Iteration 59Q: 3 clusters Score -9629423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9629420.000000 Penalty: 5614.230469
	Iteration 60F: 3 clusters Score -9629420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9629422.000000 Penalty: 5614.230469
	Iteration 61Q: 3 clusters Score -9629422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80295 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9629424.000000 Penalty: 5614.230469
	Iteration 62Q: 3 clusters Score -9629424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9629429.000000 Penalty: 5614.230469
	Iteration 63Q: 3 clusters Score -9629429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80302 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9629437.000000 Penalty: 5614.230469
	Iteration 64Q: 3 clusters Score -9629437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9629438.000000 Penalty: 5614.230469
	Iteration 65Q: 3 clusters Score -9629438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9629438.000000 Penalty: 5614.230469
	Iteration 66Q: 3 clusters Score -9629438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9629440.000000 Penalty: 5614.230469
	Iteration 67Q: 3 clusters Score -9629440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -9629437.000000 Penalty: 5614.230469
	Iteration 68Q: 3 clusters Score -9629437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9629440.000000 Penalty: 5614.230469
	Iteration 69Q: 3 clusters Score -9629440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9629440.000000 Penalty: 5614.230469
	Iteration 70F: 3 clusters Score -9629440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (22423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Entering Unmasked Estep 
Score: -2654497.750000 Penalty: 2484.424805
	Iteration 0F: 2 clusters Score -2654498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2638985.500000 Penalty: 4968.849609
	Iteration 0F: 3 clusters Score -2638986 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2644406.500000 Penalty: 4968.849609
	Iteration 1F: 3 clusters Score -2644406 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2644932.500000 Penalty: 4968.849609
	Iteration 2F: 3 clusters Score -2644932 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2645414.750000 Penalty: 4968.849609
	Iteration 3F: 3 clusters Score -2645415 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2645849.750000 Penalty: 4968.849609
	Iteration 4Q: 3 clusters Score -2645850 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2646265.500000 Penalty: 4968.849609
	Iteration 5Q: 3 clusters Score -2646266 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2646722.750000 Penalty: 4968.849609
	Iteration 6Q: 3 clusters Score -2646723 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2647247.750000 Penalty: 4968.849609
	Iteration 7Q: 3 clusters Score -2647248 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2647854.750000 Penalty: 4968.849609
	Iteration 8Q: 3 clusters Score -2647855 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2648513.000000 Penalty: 4968.849609
	Iteration 9Q: 3 clusters Score -2648513 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2649114.750000 Penalty: 4968.849609
	Iteration 10Q: 3 clusters Score -2649115 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2649633.000000 Penalty: 4968.849609
	Iteration 11Q: 3 clusters Score -2649633 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2650065.500000 Penalty: 4968.849609
	Iteration 12Q: 3 clusters Score -2650066 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2650391.000000 Penalty: 4968.849609
	Iteration 13Q: 3 clusters Score -2650391 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2650602.000000 Penalty: 4968.849609
	Iteration 14Q: 3 clusters Score -2650602 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2650783.250000 Penalty: 4968.849609
	Iteration 15Q: 3 clusters Score -2650783 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2650920.000000 Penalty: 4968.849609
	Iteration 16Q: 3 clusters Score -2650920 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2651056.250000 Penalty: 4968.849609
	Iteration 17Q: 3 clusters Score -2651056 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2651224.750000 Penalty: 4968.849609
	Iteration 18Q: 3 clusters Score -2651225 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2651413.250000 Penalty: 4968.849609
	Iteration 19Q: 3 clusters Score -2651413 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2651651.250000 Penalty: 4968.849609
	Iteration 20F: 3 clusters Score -2651651 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2651886.250000 Penalty: 4968.849609
	Iteration 21Q: 3 clusters Score -2651886 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2652102.500000 Penalty: 4968.849609
	Iteration 22Q: 3 clusters Score -2652102 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2652277.500000 Penalty: 4968.849609
	Iteration 23Q: 3 clusters Score -2652278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -2652410.750000 Penalty: 4968.849609
	Iteration 24Q: 3 clusters Score -2652411 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2652539.500000 Penalty: 4968.849609
	Iteration 25Q: 3 clusters Score -2652540 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2652623.750000 Penalty: 4968.849609
	Iteration 26Q: 3 clusters Score -2652624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2652689.750000 Penalty: 4968.849609
	Iteration 27Q: 3 clusters Score -2652690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2652738.250000 Penalty: 4968.849609
	Iteration 28Q: 3 clusters Score -2652738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2652765.500000 Penalty: 4968.849609
	Iteration 29Q: 3 clusters Score -2652766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2652783.000000 Penalty: 4968.849609
	Iteration 30Q: 3 clusters Score -2652783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2652796.500000 Penalty: 4968.849609
	Iteration 31Q: 3 clusters Score -2652796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2652805.250000 Penalty: 4968.849609
	Iteration 32Q: 3 clusters Score -2652805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2652811.000000 Penalty: 4968.849609
	Iteration 33Q: 3 clusters Score -2652811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2652812.500000 Penalty: 4968.849609
	Iteration 34Q: 3 clusters Score -2652812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2652816.250000 Penalty: 4968.849609
	Iteration 35Q: 3 clusters Score -2652816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2652815.500000 Penalty: 4968.849609
	Iteration 36Q: 3 clusters Score -2652816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2652817.750000 Penalty: 4968.849609
	Iteration 37Q: 3 clusters Score -2652818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2652816.500000 Penalty: 4968.849609
	Iteration 38Q: 3 clusters Score -2652816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2652818.250000 Penalty: 4968.849609
	Iteration 39Q: 3 clusters Score -2652818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2652820.250000 Penalty: 4968.849609
	Iteration 40F: 3 clusters Score -2652820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Entering Unmasked Estep 
Score: -4156517.250000 Penalty: 2598.855957
	Iteration 0F: 2 clusters Score -4156517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -4132305.750000 Penalty: 5197.711914
	Iteration 0F: 3 clusters Score -4132306 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4141505.250000 Penalty: 5197.711914
	Iteration 1F: 3 clusters Score -4141505 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4142346.000000 Penalty: 5197.711914
	Iteration 2F: 3 clusters Score -4142346 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4143329.500000 Penalty: 5197.711914
	Iteration 3F: 3 clusters Score -4143330 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4144379.750000 Penalty: 5197.711914
	Iteration 4F: 3 clusters Score -4144380 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4145521.000000 Penalty: 5197.711914
	Iteration 5F: 3 clusters Score -4145521 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4146893.750000 Penalty: 5197.711914
	Iteration 6F: 3 clusters Score -4146894 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4148329.500000 Penalty: 5197.711914
	Iteration 7F: 3 clusters Score -4148330 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4149842.750000 Penalty: 5197.711914
	Iteration 8F: 3 clusters Score -4149843 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4151253.000000 Penalty: 5197.711914
	Iteration 9Q: 3 clusters Score -4151253 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4152443.750000 Penalty: 5197.711914
	Iteration 10Q: 3 clusters Score -4152444 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -4153333.250000 Penalty: 5197.711914
	Iteration 11Q: 3 clusters Score -4153333 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4153859.750000 Penalty: 5197.711914
	Iteration 12Q: 3 clusters Score -4153860 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4154109.750000 Penalty: 5197.711914
	Iteration 13Q: 3 clusters Score -4154110 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4154266.750000 Penalty: 5197.711914
	Iteration 14Q: 3 clusters Score -4154267 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4154370.250000 Penalty: 5197.711914
	Iteration 15Q: 3 clusters Score -4154370 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -4154477.250000 Penalty: 5197.711914
	Iteration 16Q: 3 clusters Score -4154477 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -4154566.500000 Penalty: 5197.711914
	Iteration 17Q: 3 clusters Score -4154566 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -4154660.500000 Penalty: 5197.711914
	Iteration 18Q: 3 clusters Score -4154660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4154738.000000 Penalty: 5197.711914
	Iteration 19Q: 3 clusters Score -4154738 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4154818.750000 Penalty: 5197.711914
	Iteration 20F: 3 clusters Score -4154819 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4154885.000000 Penalty: 5197.711914
	Iteration 21Q: 3 clusters Score -4154885 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4154912.000000 Penalty: 5197.711914
	Iteration 22Q: 3 clusters Score -4154912 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -4154978.500000 Penalty: 5197.711914
	Iteration 23Q: 3 clusters Score -4154978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -4155032.000000 Penalty: 5197.711914
	Iteration 24Q: 3 clusters Score -4155032 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4155085.250000 Penalty: 5197.711914
	Iteration 25Q: 3 clusters Score -4155085 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4155155.250000 Penalty: 5197.711914
	Iteration 26Q: 3 clusters Score -4155155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4155183.750000 Penalty: 5197.711914
	Iteration 27Q: 3 clusters Score -4155184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4155213.750000 Penalty: 5197.711914
	Iteration 28Q: 3 clusters Score -4155214 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4155256.250000 Penalty: 5197.711914
	Iteration 29Q: 3 clusters Score -4155256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4155295.250000 Penalty: 5197.711914
	Iteration 30Q: 3 clusters Score -4155295 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4155312.750000 Penalty: 5197.711914
	Iteration 31Q: 3 clusters Score -4155313 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4155332.500000 Penalty: 5197.711914
	Iteration 32Q: 3 clusters Score -4155332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4155355.250000 Penalty: 5197.711914
	Iteration 33Q: 3 clusters Score -4155355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4155372.250000 Penalty: 5197.711914
	Iteration 34Q: 3 clusters Score -4155372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4155374.000000 Penalty: 5197.711914
	Iteration 35Q: 3 clusters Score -4155374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4155386.000000 Penalty: 5197.711914
	Iteration 36Q: 3 clusters Score -4155386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4155390.500000 Penalty: 5197.711914
	Iteration 37Q: 3 clusters Score -4155390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4155405.250000 Penalty: 5197.711914
	Iteration 38Q: 3 clusters Score -4155405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4155401.000000 Penalty: 5197.711914
	Iteration 39Q: 3 clusters Score -4155401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4155403.500000 Penalty: 5197.711914
	Iteration 40F: 3 clusters Score -4155404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4155407.750000 Penalty: 5197.711914
	Iteration 41Q: 3 clusters Score -4155408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4155424.750000 Penalty: 5197.711914
	Iteration 42Q: 3 clusters Score -4155425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4155428.250000 Penalty: 5197.711914
	Iteration 43Q: 3 clusters Score -4155428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4155434.750000 Penalty: 5197.711914
	Iteration 44Q: 3 clusters Score -4155435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4155434.000000 Penalty: 5197.711914
	Iteration 45Q: 3 clusters Score -4155434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4155440.500000 Penalty: 5197.711914
	Iteration 46Q: 3 clusters Score -4155440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4155439.250000 Penalty: 5197.711914
	Iteration 47Q: 3 clusters Score -4155439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4155447.250000 Penalty: 5197.711914
	Iteration 48Q: 3 clusters Score -4155447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4155455.500000 Penalty: 5197.711914
	Iteration 49Q: 3 clusters Score -4155456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4155457.500000 Penalty: 5197.711914
	Iteration 50Q: 3 clusters Score -4155458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -4155449.000000 Penalty: 5197.711914
	Iteration 51Q: 3 clusters Score -4155449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4155453.750000 Penalty: 5197.711914
	Iteration 52Q: 3 clusters Score -4155454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4155450.500000 Penalty: 5197.711914
	Iteration 53Q: 3 clusters Score -4155450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4155454.000000 Penalty: 5197.711914
	Iteration 54Q: 3 clusters Score -4155454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4155458.750000 Penalty: 5197.711914
	Iteration 55Q: 3 clusters Score -4155459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4155455.500000 Penalty: 5197.711914
	Iteration 56Q: 3 clusters Score -4155456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4155455.250000 Penalty: 5197.711914
	Iteration 57Q: 3 clusters Score -4155455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4155463.500000 Penalty: 5197.711914
	Iteration 58Q: 3 clusters Score -4155464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4155463.500000 Penalty: 5197.711914
	Iteration 59F: 3 clusters Score -4155464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Entering Unmasked Estep 
Score: -986319.062500 Penalty: 2256.625732
	Iteration 0F: 2 clusters Score -986319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -979373.812500 Penalty: 4513.251465
	Iteration 0F: 3 clusters Score -979373.8 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -981750.375000 Penalty: 4513.251465
	Iteration 1F: 3 clusters Score -981750.4 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -982665.437500 Penalty: 4513.251465
	Iteration 2F: 3 clusters Score -982665.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -983496.625000 Penalty: 4513.251465
	Iteration 3F: 3 clusters Score -983496.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -984032.000000 Penalty: 4513.251465
	Iteration 4F: 3 clusters Score -984032 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -984340.937500 Penalty: 4513.251465
	Iteration 5F: 3 clusters Score -984340.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -984550.250000 Penalty: 4513.251465
	Iteration 6Q: 3 clusters Score -984550.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -984745.875000 Penalty: 4513.251465
	Iteration 7Q: 3 clusters Score -984745.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -984885.625000 Penalty: 4513.251465
	Iteration 8Q: 3 clusters Score -984885.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -984995.437500 Penalty: 4513.251465
	Iteration 9Q: 3 clusters Score -984995.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -985081.875000 Penalty: 4513.251465
	Iteration 10Q: 3 clusters Score -985081.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -985169.437500 Penalty: 4513.251465
	Iteration 11Q: 3 clusters Score -985169.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -985237.562500 Penalty: 4513.251465
	Iteration 12Q: 3 clusters Score -985237.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -985284.250000 Penalty: 4513.251465
	Iteration 13Q: 3 clusters Score -985284.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -985324.750000 Penalty: 4513.251465
	Iteration 14Q: 3 clusters Score -985324.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -985352.750000 Penalty: 4513.251465
	Iteration 15Q: 3 clusters Score -985352.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -985373.187500 Penalty: 4513.251465
	Iteration 16Q: 3 clusters Score -985373.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -985389.062500 Penalty: 4513.251465
	Iteration 17Q: 3 clusters Score -985389.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -985406.062500 Penalty: 4513.251465
	Iteration 18Q: 3 clusters Score -985406.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -985425.562500 Penalty: 4513.251465
	Iteration 19Q: 3 clusters Score -985425.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -985441.875000 Penalty: 4513.251465
	Iteration 20F: 3 clusters Score -985441.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -985451.375000 Penalty: 4513.251465
	Iteration 21Q: 3 clusters Score -985451.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -985460.437500 Penalty: 4513.251465
	Iteration 22Q: 3 clusters Score -985460.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -985468.000000 Penalty: 4513.251465
	Iteration 23Q: 3 clusters Score -985468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -985473.437500 Penalty: 4513.251465
	Iteration 24Q: 3 clusters Score -985473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -985477.562500 Penalty: 4513.251465
	Iteration 25Q: 3 clusters Score -985477.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -985482.062500 Penalty: 4513.251465
	Iteration 26Q: 3 clusters Score -985482.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -985486.875000 Penalty: 4513.251465
	Iteration 27Q: 3 clusters Score -985486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -985487.437500 Penalty: 4513.251465
	Iteration 28Q: 3 clusters Score -985487.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -985490.875000 Penalty: 4513.251465
	Iteration 29Q: 3 clusters Score -985490.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -985491.437500 Penalty: 4513.251465
	Iteration 30Q: 3 clusters Score -985491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -985494.000000 Penalty: 4513.251465
	Iteration 31Q: 3 clusters Score -985494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -985494.000000 Penalty: 4513.251465
	Iteration 32F: 3 clusters Score -985494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (94941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Entering Unmasked Estep 
Score: -11224139.000000 Penalty: 2842.330811
	Iteration 0F: 2 clusters Score -1.122414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -11160999.000000 Penalty: 5684.661621
	Iteration 0F: 3 clusters Score -1.1161e+07 nChanged 44739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -11186959.000000 Penalty: 5684.661621
	Iteration 1F: 3 clusters Score -1.118696e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -11188226.000000 Penalty: 5684.661621
	Iteration 2Q: 3 clusters Score -1.118823e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -11189968.000000 Penalty: 5684.661621
	Iteration 3Q: 3 clusters Score -1.118997e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -11192394.000000 Penalty: 5684.661621
	Iteration 4F: 3 clusters Score -1.119239e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -11195930.000000 Penalty: 5684.661621
	Iteration 5F: 3 clusters Score -1.119593e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -11200195.000000 Penalty: 5684.661621
	Iteration 6F: 3 clusters Score -1.12002e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -11204731.000000 Penalty: 5684.661621
	Iteration 7F: 3 clusters Score -1.120473e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -11208875.000000 Penalty: 5684.661621
	Iteration 8F: 3 clusters Score -1.120888e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -11212403.000000 Penalty: 5684.661621
	Iteration 9Q: 3 clusters Score -1.12124e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84290 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -11215248.000000 Penalty: 5684.661621
	Iteration 10Q: 3 clusters Score -1.121525e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -11217319.000000 Penalty: 5684.661621
	Iteration 11Q: 3 clusters Score -1.121732e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -11218871.000000 Penalty: 5684.661621
	Iteration 12Q: 3 clusters Score -1.121887e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -11219963.000000 Penalty: 5684.661621
	Iteration 13Q: 3 clusters Score -1.121996e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -11220623.000000 Penalty: 5684.661621
	Iteration 14Q: 3 clusters Score -1.122062e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91519 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -11221003.000000 Penalty: 5684.661621
	Iteration 15Q: 3 clusters Score -1.1221e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -11221271.000000 Penalty: 5684.661621
	Iteration 16Q: 3 clusters Score -1.122127e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -11221441.000000 Penalty: 5684.661621
	Iteration 17Q: 3 clusters Score -1.122144e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -11221562.000000 Penalty: 5684.661621
	Iteration 18Q: 3 clusters Score -1.122156e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92656 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -11221647.000000 Penalty: 5684.661621
	Iteration 19Q: 3 clusters Score -1.122165e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11221705.000000 Penalty: 5684.661621
	Iteration 20F: 3 clusters Score -1.12217e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11221758.000000 Penalty: 5684.661621
	Iteration 21Q: 3 clusters Score -1.122176e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93025 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11221820.000000 Penalty: 5684.661621
	Iteration 22Q: 3 clusters Score -1.122182e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -11221858.000000 Penalty: 5684.661621
	Iteration 23Q: 3 clusters Score -1.122186e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -11221861.000000 Penalty: 5684.661621
	Iteration 24Q: 3 clusters Score -1.122186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -11221898.000000 Penalty: 5684.661621
	Iteration 25Q: 3 clusters Score -1.12219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11221919.000000 Penalty: 5684.661621
	Iteration 26Q: 3 clusters Score -1.122192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -11221926.000000 Penalty: 5684.661621
	Iteration 27Q: 3 clusters Score -1.122193e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11221916.000000 Penalty: 5684.661621
	Iteration 28Q: 3 clusters Score -1.122192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11221916.000000 Penalty: 5684.661621
	Iteration 29Q: 3 clusters Score -1.122192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11221926.000000 Penalty: 5684.661621
	Iteration 30Q: 3 clusters Score -1.122193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -11221929.000000 Penalty: 5684.661621
	Iteration 31Q: 3 clusters Score -1.122193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -11221914.000000 Penalty: 5684.661621
	Iteration 32Q: 3 clusters Score -1.122191e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -11221936.000000 Penalty: 5684.661621
	Iteration 33Q: 3 clusters Score -1.122194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11221939.000000 Penalty: 5684.661621
	Iteration 34Q: 3 clusters Score -1.122194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93415 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11221961.000000 Penalty: 5684.661621
	Iteration 35Q: 3 clusters Score -1.122196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11221979.000000 Penalty: 5684.661621
	Iteration 36Q: 3 clusters Score -1.122198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93443 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11221993.000000 Penalty: 5684.661621
	Iteration 37Q: 3 clusters Score -1.122199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93457 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11221994.000000 Penalty: 5684.661621
	Iteration 38Q: 3 clusters Score -1.122199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -11221980.000000 Penalty: 5684.661621
	Iteration 39Q: 3 clusters Score -1.122198e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11221991.000000 Penalty: 5684.661621
	Iteration 40F: 3 clusters Score -1.122199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11221990.000000 Penalty: 5684.661621
	Iteration 41Q: 3 clusters Score -1.122199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11221984.000000 Penalty: 5684.661621
	Iteration 42Q: 3 clusters Score -1.122198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -11222002.000000 Penalty: 5684.661621
	Iteration 43Q: 3 clusters Score -1.1222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11221979.000000 Penalty: 5684.661621
	Iteration 44Q: 3 clusters Score -1.122198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11221997.000000 Penalty: 5684.661621
	Iteration 45Q: 3 clusters Score -1.1222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11221988.000000 Penalty: 5684.661621
	Iteration 46Q: 3 clusters Score -1.122199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11221991.000000 Penalty: 5684.661621
	Iteration 47Q: 3 clusters Score -1.122199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -11221994.000000 Penalty: 5684.661621
	Iteration 48Q: 3 clusters Score -1.122199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11221995.000000 Penalty: 5684.661621
	Iteration 49Q: 3 clusters Score -1.1222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11221997.000000 Penalty: 5684.661621
	Iteration 50Q: 3 clusters Score -1.1222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11221997.000000 Penalty: 5684.661621
	Iteration 51F: 3 clusters Score -1.1222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Entering Unmasked Estep 
Score: -2672409.500000 Penalty: 2493.652100
	Iteration 0F: 2 clusters Score -2672410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -2656230.000000 Penalty: 4987.304199
	Iteration 0F: 3 clusters Score -2656230 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2661751.250000 Penalty: 4987.304199
	Iteration 1F: 3 clusters Score -2661751 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2662254.750000 Penalty: 4987.304199
	Iteration 2F: 3 clusters Score -2662255 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2662749.500000 Penalty: 4987.304199
	Iteration 3F: 3 clusters Score -2662750 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2663202.500000 Penalty: 4987.304199
	Iteration 4Q: 3 clusters Score -2663202 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2663670.000000 Penalty: 4987.304199
	Iteration 5Q: 3 clusters Score -2663670 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2664209.250000 Penalty: 4987.304199
	Iteration 6Q: 3 clusters Score -2664209 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2664836.250000 Penalty: 4987.304199
	Iteration 7F: 3 clusters Score -2664836 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2665590.750000 Penalty: 4987.304199
	Iteration 8F: 3 clusters Score -2665591 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2666390.000000 Penalty: 4987.304199
	Iteration 9F: 3 clusters Score -2666390 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2667243.250000 Penalty: 4987.304199
	Iteration 10F: 3 clusters Score -2667243 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2668053.750000 Penalty: 4987.304199
	Iteration 11Q: 3 clusters Score -2668054 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2668722.000000 Penalty: 4987.304199
	Iteration 12Q: 3 clusters Score -2668722 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2669280.250000 Penalty: 4987.304199
	Iteration 13Q: 3 clusters Score -2669280 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2669681.500000 Penalty: 4987.304199
	Iteration 14Q: 3 clusters Score -2669682 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2669894.500000 Penalty: 4987.304199
	Iteration 15Q: 3 clusters Score -2669894 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2670017.500000 Penalty: 4987.304199
	Iteration 16Q: 3 clusters Score -2670018 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2670102.500000 Penalty: 4987.304199
	Iteration 17Q: 3 clusters Score -2670102 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2670160.750000 Penalty: 4987.304199
	Iteration 18Q: 3 clusters Score -2670161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2670204.500000 Penalty: 4987.304199
	Iteration 19Q: 3 clusters Score -2670204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2670229.500000 Penalty: 4987.304199
	Iteration 20F: 3 clusters Score -2670230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2670248.250000 Penalty: 4987.304199
	Iteration 21Q: 3 clusters Score -2670248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2670265.750000 Penalty: 4987.304199
	Iteration 22Q: 3 clusters Score -2670266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2670278.750000 Penalty: 4987.304199
	Iteration 23Q: 3 clusters Score -2670279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2670284.500000 Penalty: 4987.304199
	Iteration 24Q: 3 clusters Score -2670284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2670285.750000 Penalty: 4987.304199
	Iteration 25Q: 3 clusters Score -2670286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2670289.000000 Penalty: 4987.304199
	Iteration 26Q: 3 clusters Score -2670289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2670293.000000 Penalty: 4987.304199
	Iteration 27Q: 3 clusters Score -2670293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2670302.000000 Penalty: 4987.304199
	Iteration 28Q: 3 clusters Score -2670302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2670302.750000 Penalty: 4987.304199
	Iteration 29Q: 3 clusters Score -2670303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2670313.250000 Penalty: 4987.304199
	Iteration 30Q: 3 clusters Score -2670313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2670317.000000 Penalty: 4987.304199
	Iteration 31Q: 3 clusters Score -2670317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2670321.250000 Penalty: 4987.304199
	Iteration 32Q: 3 clusters Score -2670321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2670322.750000 Penalty: 4987.304199
	Iteration 33Q: 3 clusters Score -2670323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2670325.000000 Penalty: 4987.304199
	Iteration 34Q: 3 clusters Score -2670325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2670323.750000 Penalty: 4987.304199
	Iteration 35Q: 3 clusters Score -2670324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2670323.750000 Penalty: 4987.304199
	Iteration 36F: 3 clusters Score -2670324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Entering Unmasked Estep 
Score: -1794078.125000 Penalty: 2372.659424
	Iteration 0F: 2 clusters Score -1794078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1783640.625000 Penalty: 4745.318848
	Iteration 0F: 3 clusters Score -1783641 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1786844.125000 Penalty: 4745.318848
	Iteration 1F: 3 clusters Score -1786844 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1787139.375000 Penalty: 4745.318848
	Iteration 2F: 3 clusters Score -1787139 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1787374.750000 Penalty: 4745.318848
	Iteration 3Q: 3 clusters Score -1787375 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1787527.750000 Penalty: 4745.318848
	Iteration 4Q: 3 clusters Score -1787528 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1787656.750000 Penalty: 4745.318848
	Iteration 5Q: 3 clusters Score -1787657 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1787773.375000 Penalty: 4745.318848
	Iteration 6Q: 3 clusters Score -1787773 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1787912.750000 Penalty: 4745.318848
	Iteration 7Q: 3 clusters Score -1787913 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1788068.500000 Penalty: 4745.318848
	Iteration 8Q: 3 clusters Score -1788068 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1788266.875000 Penalty: 4745.318848
	Iteration 9Q: 3 clusters Score -1788267 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1788528.250000 Penalty: 4745.318848
	Iteration 10Q: 3 clusters Score -1788528 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1788868.625000 Penalty: 4745.318848
	Iteration 11Q: 3 clusters Score -1788869 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1789317.250000 Penalty: 4745.318848
	Iteration 12Q: 3 clusters Score -1789317 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1789877.000000 Penalty: 4745.318848
	Iteration 13F: 3 clusters Score -1789877 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1790426.250000 Penalty: 4745.318848
	Iteration 14Q: 3 clusters Score -1790426 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1790925.250000 Penalty: 4745.318848
	Iteration 15Q: 3 clusters Score -1790925 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1791298.000000 Penalty: 4745.318848
	Iteration 16Q: 3 clusters Score -1791298 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1791546.375000 Penalty: 4745.318848
	Iteration 17Q: 3 clusters Score -1791546 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1791708.000000 Penalty: 4745.318848
	Iteration 18Q: 3 clusters Score -1791708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1791795.875000 Penalty: 4745.318848
	Iteration 19Q: 3 clusters Score -1791796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1791854.625000 Penalty: 4745.318848
	Iteration 20F: 3 clusters Score -1791855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1791890.750000 Penalty: 4745.318848
	Iteration 21Q: 3 clusters Score -1791891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1791918.000000 Penalty: 4745.318848
	Iteration 22Q: 3 clusters Score -1791918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1791938.375000 Penalty: 4745.318848
	Iteration 23Q: 3 clusters Score -1791938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1791956.625000 Penalty: 4745.318848
	Iteration 24Q: 3 clusters Score -1791957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1791977.250000 Penalty: 4745.318848
	Iteration 25Q: 3 clusters Score -1791977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1791988.000000 Penalty: 4745.318848
	Iteration 26Q: 3 clusters Score -1791988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1792003.750000 Penalty: 4745.318848
	Iteration 27Q: 3 clusters Score -1792004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1792013.125000 Penalty: 4745.318848
	Iteration 28Q: 3 clusters Score -1792013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1792022.750000 Penalty: 4745.318848
	Iteration 29Q: 3 clusters Score -1792023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1792032.000000 Penalty: 4745.318848
	Iteration 30Q: 3 clusters Score -1792032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1792033.625000 Penalty: 4745.318848
	Iteration 31Q: 3 clusters Score -1792034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1792035.000000 Penalty: 4745.318848
	Iteration 32Q: 3 clusters Score -1792035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1792039.500000 Penalty: 4745.318848
	Iteration 33Q: 3 clusters Score -1792040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1792040.750000 Penalty: 4745.318848
	Iteration 34Q: 3 clusters Score -1792041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1792044.500000 Penalty: 4745.318848
	Iteration 35Q: 3 clusters Score -1792044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1792051.875000 Penalty: 4745.318848
	Iteration 36Q: 3 clusters Score -1792052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1792053.250000 Penalty: 4745.318848
	Iteration 37Q: 3 clusters Score -1792053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1792055.375000 Penalty: 4745.318848
	Iteration 38Q: 3 clusters Score -1792055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1792055.250000 Penalty: 4745.318848
	Iteration 39Q: 3 clusters Score -1792055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1792057.500000 Penalty: 4745.318848
	Iteration 40F: 3 clusters Score -1792058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Entering Unmasked Estep 
Score: -2511700.500000 Penalty: 2455.978027
	Iteration 0F: 2 clusters Score -2511700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2497615.250000 Penalty: 4911.956055
	Iteration 0F: 3 clusters Score -2497615 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2502318.250000 Penalty: 4911.956055
	Iteration 1F: 3 clusters Score -2502318 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2502682.500000 Penalty: 4911.956055
	Iteration 2F: 3 clusters Score -2502682 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2502939.750000 Penalty: 4911.956055
	Iteration 3Q: 3 clusters Score -2502940 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2503129.000000 Penalty: 4911.956055
	Iteration 4Q: 3 clusters Score -2503129 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2503285.750000 Penalty: 4911.956055
	Iteration 5Q: 3 clusters Score -2503286 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2503445.500000 Penalty: 4911.956055
	Iteration 6Q: 3 clusters Score -2503446 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2503614.750000 Penalty: 4911.956055
	Iteration 7Q: 3 clusters Score -2503615 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2503829.250000 Penalty: 4911.956055
	Iteration 8Q: 3 clusters Score -2503829 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2504117.250000 Penalty: 4911.956055
	Iteration 9Q: 3 clusters Score -2504117 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2504535.250000 Penalty: 4911.956055
	Iteration 10Q: 3 clusters Score -2504535 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2505096.500000 Penalty: 4911.956055
	Iteration 11Q: 3 clusters Score -2505096 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2505894.250000 Penalty: 4911.956055
	Iteration 12F: 3 clusters Score -2505894 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2506820.250000 Penalty: 4911.956055
	Iteration 13F: 3 clusters Score -2506820 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2507785.000000 Penalty: 4911.956055
	Iteration 14F: 3 clusters Score -2507785 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2508552.250000 Penalty: 4911.956055
	Iteration 15Q: 3 clusters Score -2508552 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2509019.500000 Penalty: 4911.956055
	Iteration 16Q: 3 clusters Score -2509020 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -2509244.500000 Penalty: 4911.956055
	Iteration 17Q: 3 clusters Score -2509244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2509354.750000 Penalty: 4911.956055
	Iteration 18Q: 3 clusters Score -2509355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2509424.750000 Penalty: 4911.956055
	Iteration 19Q: 3 clusters Score -2509425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2509455.750000 Penalty: 4911.956055
	Iteration 20F: 3 clusters Score -2509456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2509468.500000 Penalty: 4911.956055
	Iteration 21Q: 3 clusters Score -2509468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2509489.750000 Penalty: 4911.956055
	Iteration 22Q: 3 clusters Score -2509490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2509500.000000 Penalty: 4911.956055
	Iteration 23Q: 3 clusters Score -2509500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2509506.750000 Penalty: 4911.956055
	Iteration 24Q: 3 clusters Score -2509507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2509515.000000 Penalty: 4911.956055
	Iteration 25Q: 3 clusters Score -2509515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2509517.000000 Penalty: 4911.956055
	Iteration 26Q: 3 clusters Score -2509517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2509514.500000 Penalty: 4911.956055
	Iteration 27Q: 3 clusters Score -2509514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2509514.500000 Penalty: 4911.956055
	Iteration 28F: 3 clusters Score -2509514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Entering Unmasked Estep 
Score: -6871439.000000 Penalty: 2730.558350
	Iteration 0F: 2 clusters Score -6871439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -6830996.000000 Penalty: 5461.116699
	Iteration 0F: 3 clusters Score -6830996 nChanged 28152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -6847158.000000 Penalty: 5461.116699
	Iteration 1F: 3 clusters Score -6847158 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -6848219.500000 Penalty: 5461.116699
	Iteration 2Q: 3 clusters Score -6848220 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -6849607.000000 Penalty: 5461.116699
	Iteration 3F: 3 clusters Score -6849607 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -6851183.500000 Penalty: 5461.116699
	Iteration 4F: 3 clusters Score -6851184 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -6852875.000000 Penalty: 5461.116699
	Iteration 5F: 3 clusters Score -6852875 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -6854340.000000 Penalty: 5461.116699
	Iteration 6F: 3 clusters Score -6854340 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -6855547.500000 Penalty: 5461.116699
	Iteration 7Q: 3 clusters Score -6855548 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6856370.500000 Penalty: 5461.116699
	Iteration 8Q: 3 clusters Score -6856370 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6856986.500000 Penalty: 5461.116699
	Iteration 9Q: 3 clusters Score -6856986 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -6857463.500000 Penalty: 5461.116699
	Iteration 10Q: 3 clusters Score -6857464 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -6857776.500000 Penalty: 5461.116699
	Iteration 11Q: 3 clusters Score -6857776 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -6858025.000000 Penalty: 5461.116699
	Iteration 12Q: 3 clusters Score -6858025 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -6858189.500000 Penalty: 5461.116699
	Iteration 13Q: 3 clusters Score -6858190 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -6858333.000000 Penalty: 5461.116699
	Iteration 14Q: 3 clusters Score -6858333 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -6858448.000000 Penalty: 5461.116699
	Iteration 15Q: 3 clusters Score -6858448 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6858523.500000 Penalty: 5461.116699
	Iteration 16Q: 3 clusters Score -6858524 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6858593.000000 Penalty: 5461.116699
	Iteration 17Q: 3 clusters Score -6858593 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6858648.000000 Penalty: 5461.116699
	Iteration 18Q: 3 clusters Score -6858648 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -6858683.000000 Penalty: 5461.116699
	Iteration 19Q: 3 clusters Score -6858683 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -6858707.500000 Penalty: 5461.116699
	Iteration 20F: 3 clusters Score -6858708 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6858749.500000 Penalty: 5461.116699
	Iteration 21Q: 3 clusters Score -6858750 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6858778.500000 Penalty: 5461.116699
	Iteration 22Q: 3 clusters Score -6858778 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -6858804.500000 Penalty: 5461.116699
	Iteration 23Q: 3 clusters Score -6858804 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -6858833.500000 Penalty: 5461.116699
	Iteration 24Q: 3 clusters Score -6858834 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -6858832.500000 Penalty: 5461.116699
	Iteration 25Q: 3 clusters Score -6858832 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -6858883.500000 Penalty: 5461.116699
	Iteration 26Q: 3 clusters Score -6858884 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -6858913.000000 Penalty: 5461.116699
	Iteration 27Q: 3 clusters Score -6858913 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6858943.000000 Penalty: 5461.116699
	Iteration 28Q: 3 clusters Score -6858943 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -6858963.000000 Penalty: 5461.116699
	Iteration 29Q: 3 clusters Score -6858963 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -6858972.000000 Penalty: 5461.116699
	Iteration 30Q: 3 clusters Score -6858972 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -6858991.500000 Penalty: 5461.116699
	Iteration 31Q: 3 clusters Score -6858992 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -6859027.500000 Penalty: 5461.116699
	Iteration 32Q: 3 clusters Score -6859028 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -6859099.000000 Penalty: 5461.116699
	Iteration 33Q: 3 clusters Score -6859099 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -6859209.500000 Penalty: 5461.116699
	Iteration 34Q: 3 clusters Score -6859210 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6859315.500000 Penalty: 5461.116699
	Iteration 35Q: 3 clusters Score -6859316 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -6859461.500000 Penalty: 5461.116699
	Iteration 36Q: 3 clusters Score -6859462 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6859690.000000 Penalty: 5461.116699
	Iteration 37Q: 3 clusters Score -6859690 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -6859989.000000 Penalty: 5461.116699
	Iteration 38Q: 3 clusters Score -6859989 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -6860402.000000 Penalty: 5461.116699
	Iteration 39Q: 3 clusters Score -6860402 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -6860793.000000 Penalty: 5461.116699
	Iteration 40F: 3 clusters Score -6860793 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -6861309.500000 Penalty: 5461.116699
	Iteration 41Q: 3 clusters Score -6861310 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -6862269.500000 Penalty: 5461.116699
	Iteration 42Q: 3 clusters Score -6862270 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6863196.500000 Penalty: 5461.116699
	Iteration 43Q: 3 clusters Score -6863196 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -6864046.500000 Penalty: 5461.116699
	Iteration 44Q: 3 clusters Score -6864046 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -6864852.000000 Penalty: 5461.116699
	Iteration 45Q: 3 clusters Score -6864852 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -6865585.500000 Penalty: 5461.116699
	Iteration 46Q: 3 clusters Score -6865586 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -6866151.500000 Penalty: 5461.116699
	Iteration 47Q: 3 clusters Score -6866152 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -6866503.500000 Penalty: 5461.116699
	Iteration 48Q: 3 clusters Score -6866504 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -6866736.000000 Penalty: 5461.116699
	Iteration 49Q: 3 clusters Score -6866736 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -6866926.000000 Penalty: 5461.116699
	Iteration 50Q: 3 clusters Score -6866926 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -6866996.000000 Penalty: 5461.116699
	Iteration 51Q: 3 clusters Score -6866996 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -6867051.000000 Penalty: 5461.116699
	Iteration 52Q: 3 clusters Score -6867051 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -6867108.500000 Penalty: 5461.116699
	Iteration 53Q: 3 clusters Score -6867108 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -6867145.000000 Penalty: 5461.116699
	Iteration 54Q: 3 clusters Score -6867145 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -6867209.500000 Penalty: 5461.116699
	Iteration 55Q: 3 clusters Score -6867210 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -6867228.500000 Penalty: 5461.116699
	Iteration 56Q: 3 clusters Score -6867228 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -6867240.000000 Penalty: 5461.116699
	Iteration 57Q: 3 clusters Score -6867240 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -6867245.500000 Penalty: 5461.116699
	Iteration 58Q: 3 clusters Score -6867246 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -6867233.500000 Penalty: 5461.116699
	Iteration 59Q: 3 clusters Score -6867234 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -6867265.000000 Penalty: 5461.116699
	Iteration 60F: 3 clusters Score -6867265 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6867288.500000 Penalty: 5461.116699
	Iteration 61Q: 3 clusters Score -6867288 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -6867304.000000 Penalty: 5461.116699
	Iteration 62Q: 3 clusters Score -6867304 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -6867302.000000 Penalty: 5461.116699
	Iteration 63Q: 3 clusters Score -6867302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -6867316.500000 Penalty: 5461.116699
	Iteration 64Q: 3 clusters Score -6867316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -6867344.000000 Penalty: 5461.116699
	Iteration 65Q: 3 clusters Score -6867344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -6867356.000000 Penalty: 5461.116699
	Iteration 66Q: 3 clusters Score -6867356 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -6867352.000000 Penalty: 5461.116699
	Iteration 67Q: 3 clusters Score -6867352 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -6867358.500000 Penalty: 5461.116699
	Iteration 68Q: 3 clusters Score -6867358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -6867383.000000 Penalty: 5461.116699
	Iteration 69Q: 3 clusters Score -6867383 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -6867373.000000 Penalty: 5461.116699
	Iteration 70Q: 3 clusters Score -6867373 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -6867380.000000 Penalty: 5461.116699
	Iteration 71Q: 3 clusters Score -6867380 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -6867374.000000 Penalty: 5461.116699
	Iteration 72Q: 3 clusters Score -6867374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -6867393.500000 Penalty: 5461.116699
	Iteration 73Q: 3 clusters Score -6867394 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -6867401.000000 Penalty: 5461.116699
	Iteration 74Q: 3 clusters Score -6867401 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -6867400.000000 Penalty: 5461.116699
	Iteration 75Q: 3 clusters Score -6867400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -6867395.000000 Penalty: 5461.116699
	Iteration 76Q: 3 clusters Score -6867395 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -6867391.000000 Penalty: 5461.116699
	Iteration 77Q: 3 clusters Score -6867391 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -6867410.000000 Penalty: 5461.116699
	Iteration 78Q: 3 clusters Score -6867410 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -6867402.000000 Penalty: 5461.116699
	Iteration 79Q: 3 clusters Score -6867402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6867394.000000 Penalty: 5461.116699
	Iteration 80F: 3 clusters Score -6867394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -6867398.000000 Penalty: 5461.116699
	Iteration 81Q: 3 clusters Score -6867398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -6867395.000000 Penalty: 5461.116699
	Iteration 82Q: 3 clusters Score -6867395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -6867406.000000 Penalty: 5461.116699
	Iteration 83Q: 3 clusters Score -6867406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -6867425.000000 Penalty: 5461.116699
	Iteration 84Q: 3 clusters Score -6867425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6867433.500000 Penalty: 5461.116699
	Iteration 85Q: 3 clusters Score -6867434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -6867429.500000 Penalty: 5461.116699
	Iteration 86Q: 3 clusters Score -6867430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -6867429.500000 Penalty: 5461.116699
	Iteration 87Q: 3 clusters Score -6867430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -6867434.500000 Penalty: 5461.116699
	Iteration 88Q: 3 clusters Score -6867434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -6867428.500000 Penalty: 5461.116699
	Iteration 89Q: 3 clusters Score -6867428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -6867439.500000 Penalty: 5461.116699
	Iteration 90Q: 3 clusters Score -6867440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -6867434.000000 Penalty: 5461.116699
	Iteration 91Q: 3 clusters Score -6867434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -6867421.500000 Penalty: 5461.116699
	Iteration 92Q: 3 clusters Score -6867422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -6867436.500000 Penalty: 5461.116699
	Iteration 93Q: 3 clusters Score -6867436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -6867439.000000 Penalty: 5461.116699
	Iteration 94Q: 3 clusters Score -6867439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -6867460.000000 Penalty: 5461.116699
	Iteration 95Q: 3 clusters Score -6867460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -6867469.000000 Penalty: 5461.116699
	Iteration 96Q: 3 clusters Score -6867469 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -6867459.500000 Penalty: 5461.116699
	Iteration 97Q: 3 clusters Score -6867460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -6867454.500000 Penalty: 5461.116699
	Iteration 98Q: 3 clusters Score -6867454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -6867446.500000 Penalty: 5461.116699
	Iteration 99Q: 3 clusters Score -6867446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6867464.500000 Penalty: 5461.116699
	Iteration 100F: 3 clusters Score -6867464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -6867458.500000 Penalty: 5461.116699
	Iteration 101Q: 3 clusters Score -6867458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -6867452.500000 Penalty: 5461.116699
	Iteration 102Q: 3 clusters Score -6867452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -6867463.500000 Penalty: 5461.116699
	Iteration 103Q: 3 clusters Score -6867464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6867459.500000 Penalty: 5461.116699
	Iteration 104Q: 3 clusters Score -6867460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -6867460.000000 Penalty: 5461.116699
	Iteration 105Q: 3 clusters Score -6867460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -6867457.000000 Penalty: 5461.116699
	Iteration 106Q: 3 clusters Score -6867457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6867456.000000 Penalty: 5461.116699
	Iteration 107Q: 3 clusters Score -6867456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -6867452.500000 Penalty: 5461.116699
	Iteration 108Q: 3 clusters Score -6867452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -6867452.500000 Penalty: 5461.116699
	Iteration 109F: 3 clusters Score -6867452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Entering Unmasked Estep 
Score: -2997946.750000 Penalty: 2539.049072
	Iteration 0F: 2 clusters Score -2997947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2978720.750000 Penalty: 5078.098145
	Iteration 0F: 3 clusters Score -2978721 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2986019.250000 Penalty: 5078.098145
	Iteration 1F: 3 clusters Score -2986019 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2987029.000000 Penalty: 5078.098145
	Iteration 2F: 3 clusters Score -2987029 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2988151.000000 Penalty: 5078.098145
	Iteration 3F: 3 clusters Score -2988151 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2989325.500000 Penalty: 5078.098145
	Iteration 4F: 3 clusters Score -2989326 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2990382.250000 Penalty: 5078.098145
	Iteration 5F: 3 clusters Score -2990382 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2991288.250000 Penalty: 5078.098145
	Iteration 6F: 3 clusters Score -2991288 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2991980.000000 Penalty: 5078.098145
	Iteration 7Q: 3 clusters Score -2991980 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2992509.250000 Penalty: 5078.098145
	Iteration 8Q: 3 clusters Score -2992509 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2992917.750000 Penalty: 5078.098145
	Iteration 9Q: 3 clusters Score -2992918 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2993204.000000 Penalty: 5078.098145
	Iteration 10Q: 3 clusters Score -2993204 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2993394.500000 Penalty: 5078.098145
	Iteration 11Q: 3 clusters Score -2993394 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2993537.000000 Penalty: 5078.098145
	Iteration 12Q: 3 clusters Score -2993537 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2993653.000000 Penalty: 5078.098145
	Iteration 13Q: 3 clusters Score -2993653 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -2993781.750000 Penalty: 5078.098145
	Iteration 14Q: 3 clusters Score -2993782 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2993873.750000 Penalty: 5078.098145
	Iteration 15Q: 3 clusters Score -2993874 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2993961.500000 Penalty: 5078.098145
	Iteration 16Q: 3 clusters Score -2993962 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2994046.000000 Penalty: 5078.098145
	Iteration 17Q: 3 clusters Score -2994046 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2994131.250000 Penalty: 5078.098145
	Iteration 18Q: 3 clusters Score -2994131 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2994233.500000 Penalty: 5078.098145
	Iteration 19Q: 3 clusters Score -2994234 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2994325.500000 Penalty: 5078.098145
	Iteration 20F: 3 clusters Score -2994326 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2994399.750000 Penalty: 5078.098145
	Iteration 21Q: 3 clusters Score -2994400 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2994451.250000 Penalty: 5078.098145
	Iteration 22Q: 3 clusters Score -2994451 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2994492.750000 Penalty: 5078.098145
	Iteration 23Q: 3 clusters Score -2994493 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2994525.500000 Penalty: 5078.098145
	Iteration 24Q: 3 clusters Score -2994526 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2994558.500000 Penalty: 5078.098145
	Iteration 25Q: 3 clusters Score -2994558 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2994596.500000 Penalty: 5078.098145
	Iteration 26Q: 3 clusters Score -2994596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2994605.500000 Penalty: 5078.098145
	Iteration 27Q: 3 clusters Score -2994606 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2994631.750000 Penalty: 5078.098145
	Iteration 28Q: 3 clusters Score -2994632 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2994650.250000 Penalty: 5078.098145
	Iteration 29Q: 3 clusters Score -2994650 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2994673.500000 Penalty: 5078.098145
	Iteration 30Q: 3 clusters Score -2994674 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2994675.750000 Penalty: 5078.098145
	Iteration 31Q: 3 clusters Score -2994676 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2994700.750000 Penalty: 5078.098145
	Iteration 32Q: 3 clusters Score -2994701 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2994715.750000 Penalty: 5078.098145
	Iteration 33Q: 3 clusters Score -2994716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2994726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2994743.500000 Penalty: 5078.098145
	Iteration 35Q: 3 clusters Score -2994744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2994754.500000 Penalty: 5078.098145
	Iteration 36Q: 3 clusters Score -2994754 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2994763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2994776.500000 Penalty: 5078.098145
	Iteration 38Q: 3 clusters Score -2994776 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2994772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2994787.750000 Penalty: 5078.098145
	Iteration 40F: 3 clusters Score -2994788 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2994781.250000 Penalty: 5078.098145
	Iteration 41Q: 3 clusters Score -2994781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2994794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2994794 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2994801.750000 Penalty: 5078.098145
	Iteration 44Q: 3 clusters Score -2994802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2994814.750000 Penalty: 5078.098145
	Iteration 45Q: 3 clusters Score -2994815 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2994823.750000 Penalty: 5078.098145
	Iteration 46Q: 3 clusters Score -2994824 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2994838 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2994856 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2994866.250000 Penalty: 5078.098145
	Iteration 49Q: 3 clusters Score -2994866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2994873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2994884.250000 Penalty: 5078.098145
	Iteration 51Q: 3 clusters Score -2994884 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2994897.250000 Penalty: 5078.098145
	Iteration 52Q: 3 clusters Score -2994897 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2994903.750000 Penalty: 5078.098145
	Iteration 53Q: 3 clusters Score -2994904 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2994917 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2994932 nChanged 92
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Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2994942 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2994953.500000 Penalty: 5078.098145
	Iteration 57Q: 3 clusters Score -2994954 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2994966 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2994982.000000 Penalty: 5078.098145
	Iteration 59Q: 3 clusters Score -2994982 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2994988.750000 Penalty: 5078.098145
	Iteration 60F: 3 clusters Score -2994989 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2995009.500000 Penalty: 5078.098145
	Iteration 61Q: 3 clusters Score -2995010 nChanged 120
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2995034.750000 Penalty: 5078.098145
	Iteration 62Q: 3 clusters Score -2995035 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2995058 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 11608 members 
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	Iteration 64Q: 3 clusters Score -2995082 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2995111.000000 Penalty: 5078.098145
	Iteration 65Q: 3 clusters Score -2995111 nChanged 206
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Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2995152.250000 Penalty: 5078.098145
	Iteration 66Q: 3 clusters Score -2995152 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2995197.250000 Penalty: 5078.098145
	Iteration 67Q: 3 clusters Score -2995197 nChanged 201
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Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2995238 nChanged 203
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Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2995277.000000 Penalty: 5078.098145
	Iteration 69Q: 3 clusters Score -2995277 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 10432 members 
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Score: -2995332.500000 Penalty: 5078.098145
	Iteration 70Q: 3 clusters Score -2995332 nChanged 240
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Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 10196 members 
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Score: -2995385.000000 Penalty: 5078.098145
	Iteration 71Q: 3 clusters Score -2995385 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 9973 members 
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	Iteration 72Q: 3 clusters Score -2995430 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 9750 members 
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	Iteration 73Q: 3 clusters Score -2995486 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 9522 members 
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	Iteration 74Q: 3 clusters Score -2995532 nChanged 238
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Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 9284 members 
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	Iteration 75Q: 3 clusters Score -2995602 nChanged 242
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Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 9048 members 
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Score: -2995661.500000 Penalty: 5078.098145
	Iteration 76Q: 3 clusters Score -2995662 nChanged 250
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Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2995733 nChanged 275
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Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 8529 members 
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Score: -2995802.500000 Penalty: 5078.098145
	Iteration 78Q: 3 clusters Score -2995802 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 8261 members 
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Score: -2995876.750000 Penalty: 5078.098145
	Iteration 79Q: 3 clusters Score -2995877 nChanged 267
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Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2995957.000000 Penalty: 5078.098145
	Iteration 80F: 3 clusters Score -2995957 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2996022.250000 Penalty: 5078.098145
	Iteration 81Q: 3 clusters Score -2996022 nChanged 256
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Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 7488 members 
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	Iteration 82Q: 3 clusters Score -2996082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 7232 members 
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Score: -2996154.750000 Penalty: 5078.098145
	Iteration 83Q: 3 clusters Score -2996155 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2996221.750000 Penalty: 5078.098145
	Iteration 84Q: 3 clusters Score -2996222 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2996256 nChanged 227
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Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2996322.500000 Penalty: 5078.098145
	Iteration 86Q: 3 clusters Score -2996322 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2996380.500000 Penalty: 5078.098145
	Iteration 87Q: 3 clusters Score -2996380 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2996445.500000 Penalty: 5078.098145
	Iteration 88Q: 3 clusters Score -2996446 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 5915 members 
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	Iteration 89Q: 3 clusters Score -2996495 nChanged 173
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Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2996549.250000 Penalty: 5078.098145
	Iteration 90Q: 3 clusters Score -2996549 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2996578.250000 Penalty: 5078.098145
	Iteration 91Q: 3 clusters Score -2996578 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2996601.750000 Penalty: 5078.098145
	Iteration 92Q: 3 clusters Score -2996602 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 5325 members 
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Score: -2996619.250000 Penalty: 5078.098145
	Iteration 93Q: 3 clusters Score -2996619 nChanged 121
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Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 5204 members 
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Score: -2996654.750000 Penalty: 5078.098145
	Iteration 94Q: 3 clusters Score -2996655 nChanged 114
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Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 5098 members 
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	Iteration 95Q: 3 clusters Score -2996680 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2996710.250000 Penalty: 5078.098145
	Iteration 96Q: 3 clusters Score -2996710 nChanged 104
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Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2996735.500000 Penalty: 5078.098145
	Iteration 97Q: 3 clusters Score -2996736 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2996748.500000 Penalty: 5078.098145
	Iteration 98Q: 3 clusters Score -2996748 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2996750.000000 Penalty: 5078.098145
	Iteration 99Q: 3 clusters Score -2996750 nChanged 73
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Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2996767.500000 Penalty: 5078.098145
	Iteration 100F: 3 clusters Score -2996768 nChanged 63
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Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2996774 nChanged 53
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Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 4521 members 
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Score: -2996789.750000 Penalty: 5078.098145
	Iteration 102Q: 3 clusters Score -2996790 nChanged 56
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Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2996799.500000 Penalty: 5078.098145
	Iteration 103Q: 3 clusters Score -2996800 nChanged 50
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Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 4415 members 
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Score: -2996818.250000 Penalty: 5078.098145
	Iteration 104Q: 3 clusters Score -2996818 nChanged 42
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Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2996829.000000 Penalty: 5078.098145
	Iteration 105Q: 3 clusters Score -2996829 nChanged 50
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Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2996837.250000 Penalty: 5078.098145
	Iteration 106Q: 3 clusters Score -2996837 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2996837 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2996845.250000 Penalty: 5078.098145
	Iteration 108Q: 3 clusters Score -2996845 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2996851.500000 Penalty: 5078.098145
	Iteration 109Q: 3 clusters Score -2996852 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2996855.000000 Penalty: 5078.098145
	Iteration 110Q: 3 clusters Score -2996855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -2996857.000000 Penalty: 5078.098145
	Iteration 111Q: 3 clusters Score -2996857 nChanged 40
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Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2996870.000000 Penalty: 5078.098145
	Iteration 112Q: 3 clusters Score -2996870 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2996874.250000 Penalty: 5078.098145
	Iteration 113Q: 3 clusters Score -2996874 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2996872.250000 Penalty: 5078.098145
	Iteration 114Q: 3 clusters Score -2996872 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2996878.000000 Penalty: 5078.098145
	Iteration 115Q: 3 clusters Score -2996878 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2996879.250000 Penalty: 5078.098145
	Iteration 116Q: 3 clusters Score -2996879 nChanged 16
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Mstep: Class 1 contains 23927 members 
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Entering Unmasked Estep 
Score: -2996885.000000 Penalty: 5078.098145
	Iteration 117Q: 3 clusters Score -2996885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2996882.500000 Penalty: 5078.098145
	Iteration 118Q: 3 clusters Score -2996882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2996881.750000 Penalty: 5078.098145
	Iteration 119Q: 3 clusters Score -2996882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -2996880.250000 Penalty: 5078.098145
	Iteration 120F: 3 clusters Score -2996880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2996876.750000 Penalty: 5078.098145
	Iteration 121Q: 3 clusters Score -2996877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2996876.500000 Penalty: 5078.098145
	Iteration 122Q: 3 clusters Score -2996876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2996872.750000 Penalty: 5078.098145
	Iteration 123Q: 3 clusters Score -2996873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2996872.000000 Penalty: 5078.098145
	Iteration 124Q: 3 clusters Score -2996872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2996874.250000 Penalty: 5078.098145
	Iteration 125Q: 3 clusters Score -2996874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2996874.250000 Penalty: 5078.098145
	Iteration 126F: 3 clusters Score -2996874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Entering Unmasked Estep 
Score: -730343.500000 Penalty: 2195.744385
	Iteration 0F: 2 clusters Score -730343.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -724666.500000 Penalty: 4391.488770
	Iteration 0F: 3 clusters Score -724666.5 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -726531.687500 Penalty: 4391.488770
	Iteration 1F: 3 clusters Score -726531.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -726958.687500 Penalty: 4391.488770
	Iteration 2F: 3 clusters Score -726958.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -727255.937500 Penalty: 4391.488770
	Iteration 3F: 3 clusters Score -727255.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -727466.937500 Penalty: 4391.488770
	Iteration 4F: 3 clusters Score -727466.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -727640.625000 Penalty: 4391.488770
	Iteration 5Q: 3 clusters Score -727640.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -727796.000000 Penalty: 4391.488770
	Iteration 6Q: 3 clusters Score -727796 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -727969.375000 Penalty: 4391.488770
	Iteration 7Q: 3 clusters Score -727969.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -728132.312500 Penalty: 4391.488770
	Iteration 8Q: 3 clusters Score -728132.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -728268.250000 Penalty: 4391.488770
	Iteration 9Q: 3 clusters Score -728268.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -728381.687500 Penalty: 4391.488770
	Iteration 10Q: 3 clusters Score -728381.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -728487.750000 Penalty: 4391.488770
	Iteration 11Q: 3 clusters Score -728487.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -728560.687500 Penalty: 4391.488770
	Iteration 12Q: 3 clusters Score -728560.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -728618.312500 Penalty: 4391.488770
	Iteration 13Q: 3 clusters Score -728618.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -728676.125000 Penalty: 4391.488770
	Iteration 14Q: 3 clusters Score -728676.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -728731.437500 Penalty: 4391.488770
	Iteration 15Q: 3 clusters Score -728731.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -728782.437500 Penalty: 4391.488770
	Iteration 16Q: 3 clusters Score -728782.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -728824.250000 Penalty: 4391.488770
	Iteration 17Q: 3 clusters Score -728824.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -728864.562500 Penalty: 4391.488770
	Iteration 18Q: 3 clusters Score -728864.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -728910.687500 Penalty: 4391.488770
	Iteration 19Q: 3 clusters Score -728910.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -728947.437500 Penalty: 4391.488770
	Iteration 20F: 3 clusters Score -728947.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -728985.062500 Penalty: 4391.488770
	Iteration 21Q: 3 clusters Score -728985.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -729015.812500 Penalty: 4391.488770
	Iteration 22Q: 3 clusters Score -729015.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -729045.750000 Penalty: 4391.488770
	Iteration 23Q: 3 clusters Score -729045.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -729076.125000 Penalty: 4391.488770
	Iteration 24Q: 3 clusters Score -729076.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -729105.500000 Penalty: 4391.488770
	Iteration 25Q: 3 clusters Score -729105.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -729138.875000 Penalty: 4391.488770
	Iteration 26Q: 3 clusters Score -729138.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -729172.250000 Penalty: 4391.488770
	Iteration 27Q: 3 clusters Score -729172.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -729210.062500 Penalty: 4391.488770
	Iteration 28Q: 3 clusters Score -729210.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -729247.187500 Penalty: 4391.488770
	Iteration 29Q: 3 clusters Score -729247.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -729281.687500 Penalty: 4391.488770
	Iteration 30Q: 3 clusters Score -729281.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -729304.625000 Penalty: 4391.488770
	Iteration 31Q: 3 clusters Score -729304.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -729331.687500 Penalty: 4391.488770
	Iteration 32Q: 3 clusters Score -729331.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -729356.000000 Penalty: 4391.488770
	Iteration 33Q: 3 clusters Score -729356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -729375.687500 Penalty: 4391.488770
	Iteration 34Q: 3 clusters Score -729375.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -729398.750000 Penalty: 4391.488770
	Iteration 35Q: 3 clusters Score -729398.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -729415.875000 Penalty: 4391.488770
	Iteration 36Q: 3 clusters Score -729415.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -729433.812500 Penalty: 4391.488770
	Iteration 37Q: 3 clusters Score -729433.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -729448.000000 Penalty: 4391.488770
	Iteration 38Q: 3 clusters Score -729448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -729457.187500 Penalty: 4391.488770
	Iteration 39Q: 3 clusters Score -729457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -729462.375000 Penalty: 4391.488770
	Iteration 40F: 3 clusters Score -729462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -729465.625000 Penalty: 4391.488770
	Iteration 41Q: 3 clusters Score -729465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -729469.750000 Penalty: 4391.488770
	Iteration 42Q: 3 clusters Score -729469.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -729478.000000 Penalty: 4391.488770
	Iteration 43Q: 3 clusters Score -729478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -729485.000000 Penalty: 4391.488770
	Iteration 44Q: 3 clusters Score -729485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -729488.500000 Penalty: 4391.488770
	Iteration 45Q: 3 clusters Score -729488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -729494.625000 Penalty: 4391.488770
	Iteration 46Q: 3 clusters Score -729494.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -729495.937500 Penalty: 4391.488770
	Iteration 47Q: 3 clusters Score -729495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -729497.375000 Penalty: 4391.488770
	Iteration 48Q: 3 clusters Score -729497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -729498.562500 Penalty: 4391.488770
	Iteration 49Q: 3 clusters Score -729498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -729498.562500 Penalty: 4391.488770
	Iteration 50F: 3 clusters Score -729498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Entering Unmasked Estep 
Score: -3950961.750000 Penalty: 2610.507324
	Iteration 0F: 2 clusters Score -3950962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3925677.250000 Penalty: 5221.014648
	Iteration 0F: 3 clusters Score -3925677 nChanged 16922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3935532.000000 Penalty: 5221.014648
	Iteration 1F: 3 clusters Score -3935532 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3936514.750000 Penalty: 5221.014648
	Iteration 2F: 3 clusters Score -3936515 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3937548.250000 Penalty: 5221.014648
	Iteration 3F: 3 clusters Score -3937548 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3938600.250000 Penalty: 5221.014648
	Iteration 4F: 3 clusters Score -3938600 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -3939557.250000 Penalty: 5221.014648
	Iteration 5F: 3 clusters Score -3939557 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3940455.000000 Penalty: 5221.014648
	Iteration 6F: 3 clusters Score -3940455 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3941215.750000 Penalty: 5221.014648
	Iteration 7Q: 3 clusters Score -3941216 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3941942.750000 Penalty: 5221.014648
	Iteration 8Q: 3 clusters Score -3941943 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3942590.250000 Penalty: 5221.014648
	Iteration 9Q: 3 clusters Score -3942590 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3943174.000000 Penalty: 5221.014648
	Iteration 10Q: 3 clusters Score -3943174 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3943649.750000 Penalty: 5221.014648
	Iteration 11Q: 3 clusters Score -3943650 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -3944028.250000 Penalty: 5221.014648
	Iteration 12Q: 3 clusters Score -3944028 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3944368.500000 Penalty: 5221.014648
	Iteration 13Q: 3 clusters Score -3944368 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3944606.500000 Penalty: 5221.014648
	Iteration 14Q: 3 clusters Score -3944606 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -3944769.500000 Penalty: 5221.014648
	Iteration 15Q: 3 clusters Score -3944770 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3944879.750000 Penalty: 5221.014648
	Iteration 16Q: 3 clusters Score -3944880 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3944966.750000 Penalty: 5221.014648
	Iteration 17Q: 3 clusters Score -3944967 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3945069.000000 Penalty: 5221.014648
	Iteration 18Q: 3 clusters Score -3945069 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3945121.750000 Penalty: 5221.014648
	Iteration 19Q: 3 clusters Score -3945122 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3945177.250000 Penalty: 5221.014648
	Iteration 20F: 3 clusters Score -3945177 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3945222.250000 Penalty: 5221.014648
	Iteration 21Q: 3 clusters Score -3945222 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3945254.250000 Penalty: 5221.014648
	Iteration 22Q: 3 clusters Score -3945254 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3945277.750000 Penalty: 5221.014648
	Iteration 23Q: 3 clusters Score -3945278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3945313.250000 Penalty: 5221.014648
	Iteration 24Q: 3 clusters Score -3945313 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3945339.750000 Penalty: 5221.014648
	Iteration 25Q: 3 clusters Score -3945340 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3945370.750000 Penalty: 5221.014648
	Iteration 26Q: 3 clusters Score -3945371 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3945397.250000 Penalty: 5221.014648
	Iteration 27Q: 3 clusters Score -3945397 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -3945427.000000 Penalty: 5221.014648
	Iteration 28Q: 3 clusters Score -3945427 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3945445.500000 Penalty: 5221.014648
	Iteration 29Q: 3 clusters Score -3945446 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3945463.000000 Penalty: 5221.014648
	Iteration 30Q: 3 clusters Score -3945463 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3945492.250000 Penalty: 5221.014648
	Iteration 31Q: 3 clusters Score -3945492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3945520.750000 Penalty: 5221.014648
	Iteration 32Q: 3 clusters Score -3945521 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3945565.000000 Penalty: 5221.014648
	Iteration 33Q: 3 clusters Score -3945565 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3945598.500000 Penalty: 5221.014648
	Iteration 34Q: 3 clusters Score -3945598 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3945628.750000 Penalty: 5221.014648
	Iteration 35Q: 3 clusters Score -3945629 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3945658.000000 Penalty: 5221.014648
	Iteration 36Q: 3 clusters Score -3945658 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -3945673.250000 Penalty: 5221.014648
	Iteration 37Q: 3 clusters Score -3945673 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3945706.000000 Penalty: 5221.014648
	Iteration 38Q: 3 clusters Score -3945706 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3945742.000000 Penalty: 5221.014648
	Iteration 39Q: 3 clusters Score -3945742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3945782.750000 Penalty: 5221.014648
	Iteration 40F: 3 clusters Score -3945783 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3945817.750000 Penalty: 5221.014648
	Iteration 41Q: 3 clusters Score -3945818 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3945858.250000 Penalty: 5221.014648
	Iteration 42Q: 3 clusters Score -3945858 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3945901.500000 Penalty: 5221.014648
	Iteration 43Q: 3 clusters Score -3945902 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3945934.750000 Penalty: 5221.014648
	Iteration 44Q: 3 clusters Score -3945935 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3945969.250000 Penalty: 5221.014648
	Iteration 45Q: 3 clusters Score -3945969 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3946014.000000 Penalty: 5221.014648
	Iteration 46Q: 3 clusters Score -3946014 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -3946056.750000 Penalty: 5221.014648
	Iteration 47Q: 3 clusters Score -3946057 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3946079.000000 Penalty: 5221.014648
	Iteration 48Q: 3 clusters Score -3946079 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3946118.500000 Penalty: 5221.014648
	Iteration 49Q: 3 clusters Score -3946118 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3946150.250000 Penalty: 5221.014648
	Iteration 50Q: 3 clusters Score -3946150 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3946228.250000 Penalty: 5221.014648
	Iteration 51Q: 3 clusters Score -3946228 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3946323.250000 Penalty: 5221.014648
	Iteration 52Q: 3 clusters Score -3946323 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3946393.750000 Penalty: 5221.014648
	Iteration 53Q: 3 clusters Score -3946394 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3946472.000000 Penalty: 5221.014648
	Iteration 54Q: 3 clusters Score -3946472 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3946537.250000 Penalty: 5221.014648
	Iteration 55Q: 3 clusters Score -3946537 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3946632.000000 Penalty: 5221.014648
	Iteration 56Q: 3 clusters Score -3946632 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3946718.750000 Penalty: 5221.014648
	Iteration 57Q: 3 clusters Score -3946719 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -3946845.500000 Penalty: 5221.014648
	Iteration 58Q: 3 clusters Score -3946846 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3946962.750000 Penalty: 5221.014648
	Iteration 59Q: 3 clusters Score -3946963 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -3947047.250000 Penalty: 5221.014648
	Iteration 60F: 3 clusters Score -3947047 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -3947134.000000 Penalty: 5221.014648
	Iteration 61Q: 3 clusters Score -3947134 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3947240.000000 Penalty: 5221.014648
	Iteration 62Q: 3 clusters Score -3947240 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3947348.750000 Penalty: 5221.014648
	Iteration 63Q: 3 clusters Score -3947349 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3947468.250000 Penalty: 5221.014648
	Iteration 64Q: 3 clusters Score -3947468 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3947580.500000 Penalty: 5221.014648
	Iteration 65Q: 3 clusters Score -3947580 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3947714.750000 Penalty: 5221.014648
	Iteration 66Q: 3 clusters Score -3947715 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3947835.750000 Penalty: 5221.014648
	Iteration 67Q: 3 clusters Score -3947836 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3947966.750000 Penalty: 5221.014648
	Iteration 68Q: 3 clusters Score -3947967 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3948124.250000 Penalty: 5221.014648
	Iteration 69Q: 3 clusters Score -3948124 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3948252.000000 Penalty: 5221.014648
	Iteration 70Q: 3 clusters Score -3948252 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3948389.750000 Penalty: 5221.014648
	Iteration 71Q: 3 clusters Score -3948390 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3948542.250000 Penalty: 5221.014648
	Iteration 72Q: 3 clusters Score -3948542 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3948651.000000 Penalty: 5221.014648
	Iteration 73Q: 3 clusters Score -3948651 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3948751.000000 Penalty: 5221.014648
	Iteration 74Q: 3 clusters Score -3948751 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3948833.750000 Penalty: 5221.014648
	Iteration 75Q: 3 clusters Score -3948834 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3948904.000000 Penalty: 5221.014648
	Iteration 76Q: 3 clusters Score -3948904 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3948960.000000 Penalty: 5221.014648
	Iteration 77Q: 3 clusters Score -3948960 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3949005.000000 Penalty: 5221.014648
	Iteration 78Q: 3 clusters Score -3949005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3949057.000000 Penalty: 5221.014648
	Iteration 79Q: 3 clusters Score -3949057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3949092.750000 Penalty: 5221.014648
	Iteration 80F: 3 clusters Score -3949093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3949124.500000 Penalty: 5221.014648
	Iteration 81Q: 3 clusters Score -3949124 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3949154.750000 Penalty: 5221.014648
	Iteration 82Q: 3 clusters Score -3949155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3949177.250000 Penalty: 5221.014648
	Iteration 83Q: 3 clusters Score -3949177 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3949196.250000 Penalty: 5221.014648
	Iteration 84Q: 3 clusters Score -3949196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3949208.500000 Penalty: 5221.014648
	Iteration 85Q: 3 clusters Score -3949208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3949217.750000 Penalty: 5221.014648
	Iteration 86Q: 3 clusters Score -3949218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3949222.500000 Penalty: 5221.014648
	Iteration 87Q: 3 clusters Score -3949222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3949227.500000 Penalty: 5221.014648
	Iteration 88Q: 3 clusters Score -3949228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3949242.000000 Penalty: 5221.014648
	Iteration 89Q: 3 clusters Score -3949242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3949238.000000 Penalty: 5221.014648
	Iteration 90Q: 3 clusters Score -3949238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3949244.250000 Penalty: 5221.014648
	Iteration 91Q: 3 clusters Score -3949244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3949244.000000 Penalty: 5221.014648
	Iteration 92Q: 3 clusters Score -3949244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3949250.500000 Penalty: 5221.014648
	Iteration 93Q: 3 clusters Score -3949250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3949252.000000 Penalty: 5221.014648
	Iteration 94Q: 3 clusters Score -3949252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3949251.250000 Penalty: 5221.014648
	Iteration 95Q: 3 clusters Score -3949251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3949248.250000 Penalty: 5221.014648
	Iteration 96Q: 3 clusters Score -3949248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3949255.250000 Penalty: 5221.014648
	Iteration 97Q: 3 clusters Score -3949255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3949265.000000 Penalty: 5221.014648
	Iteration 98Q: 3 clusters Score -3949265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3949269.750000 Penalty: 5221.014648
	Iteration 99Q: 3 clusters Score -3949270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3949270.750000 Penalty: 5221.014648
	Iteration 100F: 3 clusters Score -3949271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3949279.000000 Penalty: 5221.014648
	Iteration 101Q: 3 clusters Score -3949279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3949277.000000 Penalty: 5221.014648
	Iteration 102Q: 3 clusters Score -3949277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3949281.000000 Penalty: 5221.014648
	Iteration 103Q: 3 clusters Score -3949281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3949286.250000 Penalty: 5221.014648
	Iteration 104Q: 3 clusters Score -3949286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3949285.000000 Penalty: 5221.014648
	Iteration 105Q: 3 clusters Score -3949285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3949286.000000 Penalty: 5221.014648
	Iteration 106Q: 3 clusters Score -3949286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3949289.000000 Penalty: 5221.014648
	Iteration 107Q: 3 clusters Score -3949289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3949289.000000 Penalty: 5221.014648
	Iteration 108F: 3 clusters Score -3949289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (177764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177764 members 
Entering Unmasked Estep 
Score: -20562650.000000 Penalty: 2997.876465
	Iteration 0F: 2 clusters Score -2.056265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -20444420.000000 Penalty: 5995.752930
	Iteration 0F: 3 clusters Score -2.044442e+07 nChanged 84912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -20493556.000000 Penalty: 5995.752930
	Iteration 1F: 3 clusters Score -2.049356e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -20494636.000000 Penalty: 5995.752930
	Iteration 2Q: 3 clusters Score -2.049464e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91289 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -20495848.000000 Penalty: 5995.752930
	Iteration 3Q: 3 clusters Score -2.049585e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -20497284.000000 Penalty: 5995.752930
	Iteration 4Q: 3 clusters Score -2.049728e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 81722 members 
Entering Unmasked Estep 
Score: -20499184.000000 Penalty: 5995.752930
	Iteration 5Q: 3 clusters Score -2.049918e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100409 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -20502034.000000 Penalty: 5995.752930
	Iteration 6Q: 3 clusters Score -2.050203e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106695 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -20505812.000000 Penalty: 5995.752930
	Iteration 7F: 3 clusters Score -2.050581e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115221 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -20511858.000000 Penalty: 5995.752930
	Iteration 8F: 3 clusters Score -2.051186e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -20519894.000000 Penalty: 5995.752930
	Iteration 9F: 3 clusters Score -2.051989e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137626 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -20529446.000000 Penalty: 5995.752930
	Iteration 10F: 3 clusters Score -2.052945e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -20538932.000000 Penalty: 5995.752930
	Iteration 11F: 3 clusters Score -2.053893e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158595 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -20546998.000000 Penalty: 5995.752930
	Iteration 12F: 3 clusters Score -2.0547e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165785 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -20552710.000000 Penalty: 5995.752930
	Iteration 13Q: 3 clusters Score -2.055271e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170446 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -20556242.000000 Penalty: 5995.752930
	Iteration 14Q: 3 clusters Score -2.055624e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173231 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -20558246.000000 Penalty: 5995.752930
	Iteration 15Q: 3 clusters Score -2.055825e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174730 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -20559230.000000 Penalty: 5995.752930
	Iteration 16Q: 3 clusters Score -2.055923e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175506 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -20559694.000000 Penalty: 5995.752930
	Iteration 17Q: 3 clusters Score -2.055969e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175883 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -20559924.000000 Penalty: 5995.752930
	Iteration 18Q: 3 clusters Score -2.055992e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176121 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -20560128.000000 Penalty: 5995.752930
	Iteration 19Q: 3 clusters Score -2.056013e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -20560204.000000 Penalty: 5995.752930
	Iteration 20F: 3 clusters Score -2.05602e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176330 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20560258.000000 Penalty: 5995.752930
	Iteration 21Q: 3 clusters Score -2.056026e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176388 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20560354.000000 Penalty: 5995.752930
	Iteration 22Q: 3 clusters Score -2.056035e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20560374.000000 Penalty: 5995.752930
	Iteration 23Q: 3 clusters Score -2.056037e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176469 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -20560384.000000 Penalty: 5995.752930
	Iteration 24Q: 3 clusters Score -2.056038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20560390.000000 Penalty: 5995.752930
	Iteration 25Q: 3 clusters Score -2.056039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20560398.000000 Penalty: 5995.752930
	Iteration 26Q: 3 clusters Score -2.05604e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176511 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20560424.000000 Penalty: 5995.752930
	Iteration 27Q: 3 clusters Score -2.056042e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176530 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -20560436.000000 Penalty: 5995.752930
	Iteration 28Q: 3 clusters Score -2.056044e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -20560438.000000 Penalty: 5995.752930
	Iteration 29Q: 3 clusters Score -2.056044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176551 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -20560464.000000 Penalty: 5995.752930
	Iteration 30Q: 3 clusters Score -2.056046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -20560480.000000 Penalty: 5995.752930
	Iteration 31Q: 3 clusters Score -2.056048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176567 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -20560466.000000 Penalty: 5995.752930
	Iteration 32Q: 3 clusters Score -2.056047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -20560492.000000 Penalty: 5995.752930
	Iteration 33Q: 3 clusters Score -2.056049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176579 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -20560494.000000 Penalty: 5995.752930
	Iteration 34Q: 3 clusters Score -2.056049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176584 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20560476.000000 Penalty: 5995.752930
	Iteration 35Q: 3 clusters Score -2.056048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176592 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20560500.000000 Penalty: 5995.752930
	Iteration 36Q: 3 clusters Score -2.05605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176597 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20560520.000000 Penalty: 5995.752930
	Iteration 37Q: 3 clusters Score -2.056052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -20560520.000000 Penalty: 5995.752930
	Iteration 38Q: 3 clusters Score -2.056052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176602 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20560524.000000 Penalty: 5995.752930
	Iteration 39Q: 3 clusters Score -2.056052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176608 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -20560526.000000 Penalty: 5995.752930
	Iteration 40F: 3 clusters Score -2.056053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20560518.000000 Penalty: 5995.752930
	Iteration 41Q: 3 clusters Score -2.056052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176619 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -20560512.000000 Penalty: 5995.752930
	Iteration 42Q: 3 clusters Score -2.056051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176625 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -20560510.000000 Penalty: 5995.752930
	Iteration 43Q: 3 clusters Score -2.056051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20560512.000000 Penalty: 5995.752930
	Iteration 44Q: 3 clusters Score -2.056051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176626 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -20560512.000000 Penalty: 5995.752930
	Iteration 45F: 3 clusters Score -2.056051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Entering Unmasked Estep 
Score: -5190750.500000 Penalty: 2654.822266
	Iteration 0F: 2 clusters Score -5190750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5160618.500000 Penalty: 5309.644531
	Iteration 0F: 3 clusters Score -5160618 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -5171904.500000 Penalty: 5309.644531
	Iteration 1F: 3 clusters Score -5171904 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5172428.000000 Penalty: 5309.644531
	Iteration 2Q: 3 clusters Score -5172428 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5172976.000000 Penalty: 5309.644531
	Iteration 3Q: 3 clusters Score -5172976 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -5173663.000000 Penalty: 5309.644531
	Iteration 4Q: 3 clusters Score -5173663 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5174574.500000 Penalty: 5309.644531
	Iteration 5Q: 3 clusters Score -5174574 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5175595.000000 Penalty: 5309.644531
	Iteration 6Q: 3 clusters Score -5175595 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -5176840.500000 Penalty: 5309.644531
	Iteration 7Q: 3 clusters Score -5176840 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -5178147.000000 Penalty: 5309.644531
	Iteration 8Q: 3 clusters Score -5178147 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -5179635.000000 Penalty: 5309.644531
	Iteration 9Q: 3 clusters Score -5179635 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -5181194.000000 Penalty: 5309.644531
	Iteration 10F: 3 clusters Score -5181194 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -5182630.000000 Penalty: 5309.644531
	Iteration 11F: 3 clusters Score -5182630 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -5183649.500000 Penalty: 5309.644531
	Iteration 12Q: 3 clusters Score -5183650 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5184342.500000 Penalty: 5309.644531
	Iteration 13Q: 3 clusters Score -5184342 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5184858.000000 Penalty: 5309.644531
	Iteration 14Q: 3 clusters Score -5184858 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -5185221.000000 Penalty: 5309.644531
	Iteration 15Q: 3 clusters Score -5185221 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5185521.500000 Penalty: 5309.644531
	Iteration 16Q: 3 clusters Score -5185522 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -5185741.000000 Penalty: 5309.644531
	Iteration 17Q: 3 clusters Score -5185741 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -5185917.000000 Penalty: 5309.644531
	Iteration 18Q: 3 clusters Score -5185917 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5186056.000000 Penalty: 5309.644531
	Iteration 19Q: 3 clusters Score -5186056 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -5186188.500000 Penalty: 5309.644531
	Iteration 20F: 3 clusters Score -5186188 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -5186266.500000 Penalty: 5309.644531
	Iteration 21Q: 3 clusters Score -5186266 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -5186353.500000 Penalty: 5309.644531
	Iteration 22Q: 3 clusters Score -5186354 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -5186431.000000 Penalty: 5309.644531
	Iteration 23Q: 3 clusters Score -5186431 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -5186541.000000 Penalty: 5309.644531
	Iteration 24Q: 3 clusters Score -5186541 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5186625.500000 Penalty: 5309.644531
	Iteration 25Q: 3 clusters Score -5186626 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -5186684.500000 Penalty: 5309.644531
	Iteration 26Q: 3 clusters Score -5186684 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -5186743.500000 Penalty: 5309.644531
	Iteration 27Q: 3 clusters Score -5186744 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5186786.000000 Penalty: 5309.644531
	Iteration 28Q: 3 clusters Score -5186786 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -5186810.000000 Penalty: 5309.644531
	Iteration 29Q: 3 clusters Score -5186810 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -5186853.500000 Penalty: 5309.644531
	Iteration 30Q: 3 clusters Score -5186854 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -5186879.500000 Penalty: 5309.644531
	Iteration 31Q: 3 clusters Score -5186880 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -5186901.000000 Penalty: 5309.644531
	Iteration 32Q: 3 clusters Score -5186901 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -5186972.000000 Penalty: 5309.644531
	Iteration 33Q: 3 clusters Score -5186972 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -5187024.000000 Penalty: 5309.644531
	Iteration 34Q: 3 clusters Score -5187024 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -5187081.000000 Penalty: 5309.644531
	Iteration 35Q: 3 clusters Score -5187081 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -5187127.500000 Penalty: 5309.644531
	Iteration 36Q: 3 clusters Score -5187128 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -5187175.500000 Penalty: 5309.644531
	Iteration 37Q: 3 clusters Score -5187176 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -5187252.000000 Penalty: 5309.644531
	Iteration 38Q: 3 clusters Score -5187252 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -5187293.000000 Penalty: 5309.644531
	Iteration 39Q: 3 clusters Score -5187293 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -5187338.000000 Penalty: 5309.644531
	Iteration 40F: 3 clusters Score -5187338 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -5187350.000000 Penalty: 5309.644531
	Iteration 41Q: 3 clusters Score -5187350 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5187379.500000 Penalty: 5309.644531
	Iteration 42Q: 3 clusters Score -5187380 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -5187427.500000 Penalty: 5309.644531
	Iteration 43Q: 3 clusters Score -5187428 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -5187473.500000 Penalty: 5309.644531
	Iteration 44Q: 3 clusters Score -5187474 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -5187513.500000 Penalty: 5309.644531
	Iteration 45Q: 3 clusters Score -5187514 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -5187562.000000 Penalty: 5309.644531
	Iteration 46Q: 3 clusters Score -5187562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -5187602.000000 Penalty: 5309.644531
	Iteration 47Q: 3 clusters Score -5187602 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5187636.000000 Penalty: 5309.644531
	Iteration 48Q: 3 clusters Score -5187636 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -5187677.000000 Penalty: 5309.644531
	Iteration 49Q: 3 clusters Score -5187677 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -5187687.500000 Penalty: 5309.644531
	Iteration 50Q: 3 clusters Score -5187688 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -5187733.000000 Penalty: 5309.644531
	Iteration 51Q: 3 clusters Score -5187733 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -5187770.000000 Penalty: 5309.644531
	Iteration 52Q: 3 clusters Score -5187770 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -5187797.000000 Penalty: 5309.644531
	Iteration 53Q: 3 clusters Score -5187797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5187824.000000 Penalty: 5309.644531
	Iteration 54Q: 3 clusters Score -5187824 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -5187870.500000 Penalty: 5309.644531
	Iteration 55Q: 3 clusters Score -5187870 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5187886.000000 Penalty: 5309.644531
	Iteration 56Q: 3 clusters Score -5187886 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5187885.500000 Penalty: 5309.644531
	Iteration 57Q: 3 clusters Score -5187886 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5187923.500000 Penalty: 5309.644531
	Iteration 58Q: 3 clusters Score -5187924 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5187950.000000 Penalty: 5309.644531
	Iteration 59Q: 3 clusters Score -5187950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5187968.000000 Penalty: 5309.644531
	Iteration 60F: 3 clusters Score -5187968 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -5188009.500000 Penalty: 5309.644531
	Iteration 61Q: 3 clusters Score -5188010 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5188037.500000 Penalty: 5309.644531
	Iteration 62Q: 3 clusters Score -5188038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5188062.000000 Penalty: 5309.644531
	Iteration 63Q: 3 clusters Score -5188062 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5188085.000000 Penalty: 5309.644531
	Iteration 64Q: 3 clusters Score -5188085 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -5188106.000000 Penalty: 5309.644531
	Iteration 65Q: 3 clusters Score -5188106 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5188116.500000 Penalty: 5309.644531
	Iteration 66Q: 3 clusters Score -5188116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5188145.000000 Penalty: 5309.644531
	Iteration 67Q: 3 clusters Score -5188145 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5188173.500000 Penalty: 5309.644531
	Iteration 68Q: 3 clusters Score -5188174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5188187.500000 Penalty: 5309.644531
	Iteration 69Q: 3 clusters Score -5188188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -5188199.000000 Penalty: 5309.644531
	Iteration 70Q: 3 clusters Score -5188199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5188205.500000 Penalty: 5309.644531
	Iteration 71Q: 3 clusters Score -5188206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5188217.500000 Penalty: 5309.644531
	Iteration 72Q: 3 clusters Score -5188218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5188231.500000 Penalty: 5309.644531
	Iteration 73Q: 3 clusters Score -5188232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5188242.500000 Penalty: 5309.644531
	Iteration 74Q: 3 clusters Score -5188242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5188257.000000 Penalty: 5309.644531
	Iteration 75Q: 3 clusters Score -5188257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5188264.000000 Penalty: 5309.644531
	Iteration 76Q: 3 clusters Score -5188264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5188276.500000 Penalty: 5309.644531
	Iteration 77Q: 3 clusters Score -5188276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5188291.000000 Penalty: 5309.644531
	Iteration 78Q: 3 clusters Score -5188291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5188296.000000 Penalty: 5309.644531
	Iteration 79Q: 3 clusters Score -5188296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5188309.000000 Penalty: 5309.644531
	Iteration 80F: 3 clusters Score -5188309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5188335.000000 Penalty: 5309.644531
	Iteration 81Q: 3 clusters Score -5188335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5188338.500000 Penalty: 5309.644531
	Iteration 82Q: 3 clusters Score -5188338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5188341.500000 Penalty: 5309.644531
	Iteration 83Q: 3 clusters Score -5188342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5188345.500000 Penalty: 5309.644531
	Iteration 84Q: 3 clusters Score -5188346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5188340.500000 Penalty: 5309.644531
	Iteration 85Q: 3 clusters Score -5188340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5188354.000000 Penalty: 5309.644531
	Iteration 86Q: 3 clusters Score -5188354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5188362.500000 Penalty: 5309.644531
	Iteration 87Q: 3 clusters Score -5188362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5188370.500000 Penalty: 5309.644531
	Iteration 88Q: 3 clusters Score -5188370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5188372.000000 Penalty: 5309.644531
	Iteration 89Q: 3 clusters Score -5188372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5188374.500000 Penalty: 5309.644531
	Iteration 90Q: 3 clusters Score -5188374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5188378.000000 Penalty: 5309.644531
	Iteration 91Q: 3 clusters Score -5188378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5188380.500000 Penalty: 5309.644531
	Iteration 92Q: 3 clusters Score -5188380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5188381.000000 Penalty: 5309.644531
	Iteration 93Q: 3 clusters Score -5188381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5188383.500000 Penalty: 5309.644531
	Iteration 94Q: 3 clusters Score -5188384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5188385.000000 Penalty: 5309.644531
	Iteration 95Q: 3 clusters Score -5188385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5188397.500000 Penalty: 5309.644531
	Iteration 96Q: 3 clusters Score -5188398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5188402.500000 Penalty: 5309.644531
	Iteration 97Q: 3 clusters Score -5188402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5188407.000000 Penalty: 5309.644531
	Iteration 98Q: 3 clusters Score -5188407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5188401.500000 Penalty: 5309.644531
	Iteration 99Q: 3 clusters Score -5188402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5188400.500000 Penalty: 5309.644531
	Iteration 100F: 3 clusters Score -5188400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5188403.000000 Penalty: 5309.644531
	Iteration 101Q: 3 clusters Score -5188403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5188404.500000 Penalty: 5309.644531
	Iteration 102Q: 3 clusters Score -5188404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5188403.000000 Penalty: 5309.644531
	Iteration 103Q: 3 clusters Score -5188403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5188406.500000 Penalty: 5309.644531
	Iteration 104Q: 3 clusters Score -5188406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5188407.000000 Penalty: 5309.644531
	Iteration 105Q: 3 clusters Score -5188407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -5188415.500000 Penalty: 5309.644531
	Iteration 106Q: 3 clusters Score -5188416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5188418.500000 Penalty: 5309.644531
	Iteration 107Q: 3 clusters Score -5188418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5188422.000000 Penalty: 5309.644531
	Iteration 108Q: 3 clusters Score -5188422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5188424.500000 Penalty: 5309.644531
	Iteration 109Q: 3 clusters Score -5188424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5188429.000000 Penalty: 5309.644531
	Iteration 110Q: 3 clusters Score -5188429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5188429.000000 Penalty: 5309.644531
	Iteration 111Q: 3 clusters Score -5188429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5188430.500000 Penalty: 5309.644531
	Iteration 112Q: 3 clusters Score -5188430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5188437.500000 Penalty: 5309.644531
	Iteration 113Q: 3 clusters Score -5188438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5188439.000000 Penalty: 5309.644531
	Iteration 114Q: 3 clusters Score -5188439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5188449.500000 Penalty: 5309.644531
	Iteration 115Q: 3 clusters Score -5188450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5188445.000000 Penalty: 5309.644531
	Iteration 116Q: 3 clusters Score -5188445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -5188451.500000 Penalty: 5309.644531
	Iteration 117Q: 3 clusters Score -5188452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5188458.000000 Penalty: 5309.644531
	Iteration 118Q: 3 clusters Score -5188458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5188467.500000 Penalty: 5309.644531
	Iteration 119Q: 3 clusters Score -5188468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5188464.500000 Penalty: 5309.644531
	Iteration 120F: 3 clusters Score -5188464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5188478.500000 Penalty: 5309.644531
	Iteration 121Q: 3 clusters Score -5188478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5188484.500000 Penalty: 5309.644531
	Iteration 122Q: 3 clusters Score -5188484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5188487.000000 Penalty: 5309.644531
	Iteration 123Q: 3 clusters Score -5188487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5188490.000000 Penalty: 5309.644531
	Iteration 124Q: 3 clusters Score -5188490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5188501.500000 Penalty: 5309.644531
	Iteration 125Q: 3 clusters Score -5188502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5188497.000000 Penalty: 5309.644531
	Iteration 126Q: 3 clusters Score -5188497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5188499.500000 Penalty: 5309.644531
	Iteration 127Q: 3 clusters Score -5188500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5188502.500000 Penalty: 5309.644531
	Iteration 128Q: 3 clusters Score -5188502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5188501.000000 Penalty: 5309.644531
	Iteration 129Q: 3 clusters Score -5188501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5188502.500000 Penalty: 5309.644531
	Iteration 130Q: 3 clusters Score -5188502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5188504.000000 Penalty: 5309.644531
	Iteration 131Q: 3 clusters Score -5188504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5188500.000000 Penalty: 5309.644531
	Iteration 132Q: 3 clusters Score -5188500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5188500.000000 Penalty: 5309.644531
	Iteration 133F: 3 clusters Score -5188500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -45062.316406 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -45062.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43628.195312 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -43628.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43784.367188 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -43784.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43821.210938 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -43821.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43844.882812 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -43844.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43859.550781 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -43859.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43863.464844 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -43863.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43866.046875 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -43866.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43867.863281 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -43867.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43867.863281 Penalty: 3014.510742
	Iteration 8F: 3 clusters Score -43867.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -655055.562500 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -655055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -649666.875000 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -649666.9 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -651210.125000 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -651210.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -651572.062500 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -651572.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -651838.312500 Penalty: 4347.357910
	Iteration 3F: 3 clusters Score -651838.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -652120.937500 Penalty: 4347.357910
	Iteration 4F: 3 clusters Score -652120.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -652367.875000 Penalty: 4347.357910
	Iteration 5F: 3 clusters Score -652367.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -652590.687500 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -652590.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -652795.375000 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -652795.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -653013.937500 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -653013.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -653241.187500 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -653241.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -653453.375000 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -653453.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -653641.750000 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -653641.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -653787.000000 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -653787 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -653885.000000 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -653885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -653976.562500 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -653976.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -654061.750000 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -654061.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -654144.750000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -654144.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -654223.375000 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -654223.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -654310.875000 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -654310.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -654400.687500 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -654400.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -654464.875000 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -654464.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -654493.937500 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -654493.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -654511.625000 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -654511.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -654531.250000 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -654531.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -654548.687500 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -654548.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -654564.562500 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -654564.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -654590.750000 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -654590.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -654616.625000 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -654616.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -654636.062500 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -654636.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -654644.437500 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -654644.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -654648.437500 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -654648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -654654.187500 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -654654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -654657.187500 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -654657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -654660.687500 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -654660.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -654662.000000 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -654662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -654662.812500 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -654662.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -654663.062500 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -654663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -654662.875000 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -654662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -654662.875000 Penalty: 4347.357910
	Iteration 38F: 3 clusters Score -654662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -130631.992188 Penalty: 1759.164429
	Iteration 0F: 2 clusters Score -130632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -128525.695312 Penalty: 3518.328857
	Iteration 0F: 3 clusters Score -128525.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -128856.554688 Penalty: 3518.328857
	Iteration 1F: 3 clusters Score -128856.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -128951.695312 Penalty: 3518.328857
	Iteration 2F: 3 clusters Score -128951.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128998.921875 Penalty: 3518.328857
	Iteration 3Q: 3 clusters Score -128998.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -129016.453125 Penalty: 3518.328857
	Iteration 4Q: 3 clusters Score -129016.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -129027.679688 Penalty: 3518.328857
	Iteration 5Q: 3 clusters Score -129027.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -129035.953125 Penalty: 3518.328857
	Iteration 6Q: 3 clusters Score -129036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129045.921875 Penalty: 3518.328857
	Iteration 7Q: 3 clusters Score -129045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129054.718750 Penalty: 3518.328857
	Iteration 8Q: 3 clusters Score -129054.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129060.351562 Penalty: 3518.328857
	Iteration 9Q: 3 clusters Score -129060.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129064.718750 Penalty: 3518.328857
	Iteration 10Q: 3 clusters Score -129064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -129068.445312 Penalty: 3518.328857
	Iteration 11Q: 3 clusters Score -129068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129077.210938 Penalty: 3518.328857
	Iteration 12Q: 3 clusters Score -129077.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -129079.765625 Penalty: 3518.328857
	Iteration 13Q: 3 clusters Score -129079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -129082.046875 Penalty: 3518.328857
	Iteration 14Q: 3 clusters Score -129082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129084.375000 Penalty: 3518.328857
	Iteration 15Q: 3 clusters Score -129084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129087.117188 Penalty: 3518.328857
	Iteration 16Q: 3 clusters Score -129087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129089.750000 Penalty: 3518.328857
	Iteration 17Q: 3 clusters Score -129089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -129091.585938 Penalty: 3518.328857
	Iteration 18Q: 3 clusters Score -129091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -129093.101562 Penalty: 3518.328857
	Iteration 19Q: 3 clusters Score -129093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -129093.101562 Penalty: 3518.328857
	Iteration 20F: 3 clusters Score -129093.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81950.554688 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81950.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80245.304688 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -80245.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80697.562500 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80697.56 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81202.828125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -81202.83 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -81537.875000 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -81537.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81701.351562 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81701.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81880.187500 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81880.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82046.265625 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -82046.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82195.046875 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -82195.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82210.929688 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -82210.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82222.210938 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -82222.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82233.859375 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -82233.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82236.484375 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -82236.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -82238.265625 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -82238.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -82238.265625 Penalty: 3312.457520
	Iteration 13F: 3 clusters Score -82238.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124705 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58563 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257206 members 
Mstep: Class 17 contains 275422 members 
Mstep: Class 18 contains 188415 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 82373 members 
Mstep: Class 26 contains 22423 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94941 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14288 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60495 members 
Mstep: Class 34 contains 27948 members 
Mstep: Class 35 contains 7001 members 
Mstep: Class 36 contains 37281 members 
Mstep: Class 37 contains 177764 members 
Mstep: Class 38 contains 44575 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 560 members 
Mstep: Class 43 contains 130183 members 
Mstep: Class 44 contains 19035 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 235 members 
Entering Unmasked Estep 
Score: -225957520.000000 Penalty: 165589.750000
Splitting cluster 42 changes total score from -225959120.000000 to -225957520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (130183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130183 members 
Entering Unmasked Estep 
Score: -15173093.000000 Penalty: 2920.620605
	Iteration 0F: 2 clusters Score -1.517309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -15085741.000000 Penalty: 5841.241211
	Iteration 0F: 3 clusters Score -1.508574e+07 nChanged 61885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -15121499.000000 Penalty: 5841.241211
	Iteration 1F: 3 clusters Score -1.51215e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -15123206.000000 Penalty: 5841.241211
	Iteration 2Q: 3 clusters Score -1.512321e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -15126205.000000 Penalty: 5841.241211
	Iteration 3Q: 3 clusters Score -1.51262e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -15131183.000000 Penalty: 5841.241211
	Iteration 4F: 3 clusters Score -1.513118e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -15138300.000000 Penalty: 5841.241211
	Iteration 5F: 3 clusters Score -1.51383e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -15146571.000000 Penalty: 5841.241211
	Iteration 6F: 3 clusters Score -1.514657e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110444 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -15154215.000000 Penalty: 5841.241211
	Iteration 7F: 3 clusters Score -1.515422e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117679 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -15160680.000000 Penalty: 5841.241211
	Iteration 8F: 3 clusters Score -1.516068e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122946 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -15165195.000000 Penalty: 5841.241211
	Iteration 9Q: 3 clusters Score -1.51652e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126320 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -15167917.000000 Penalty: 5841.241211
	Iteration 10Q: 3 clusters Score -1.516792e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128089 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15169273.000000 Penalty: 5841.241211
	Iteration 11Q: 3 clusters Score -1.516927e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128897 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -15169940.000000 Penalty: 5841.241211
	Iteration 12Q: 3 clusters Score -1.516994e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129254 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -15170209.000000 Penalty: 5841.241211
	Iteration 13Q: 3 clusters Score -1.517021e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129416 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -15170369.000000 Penalty: 5841.241211
	Iteration 14Q: 3 clusters Score -1.517037e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129511 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15170492.000000 Penalty: 5841.241211
	Iteration 15Q: 3 clusters Score -1.517049e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129574 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -15170573.000000 Penalty: 5841.241211
	Iteration 16Q: 3 clusters Score -1.517057e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129598 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15170593.000000 Penalty: 5841.241211
	Iteration 17Q: 3 clusters Score -1.517059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129619 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -15170623.000000 Penalty: 5841.241211
	Iteration 18Q: 3 clusters Score -1.517062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129631 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -15170633.000000 Penalty: 5841.241211
	Iteration 19Q: 3 clusters Score -1.517063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -15170651.000000 Penalty: 5841.241211
	Iteration 20F: 3 clusters Score -1.517065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129645 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -15170647.000000 Penalty: 5841.241211
	Iteration 21Q: 3 clusters Score -1.517065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129652 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -15170655.000000 Penalty: 5841.241211
	Iteration 22Q: 3 clusters Score -1.517066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15170674.000000 Penalty: 5841.241211
	Iteration 23Q: 3 clusters Score -1.517067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129666 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -15170672.000000 Penalty: 5841.241211
	Iteration 24Q: 3 clusters Score -1.517067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129670 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -15170679.000000 Penalty: 5841.241211
	Iteration 25Q: 3 clusters Score -1.517068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129673 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -15170681.000000 Penalty: 5841.241211
	Iteration 26Q: 3 clusters Score -1.517068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15170679.000000 Penalty: 5841.241211
	Iteration 27Q: 3 clusters Score -1.517068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15170686.000000 Penalty: 5841.241211
	Iteration 28Q: 3 clusters Score -1.517069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129675 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15170686.000000 Penalty: 5841.241211
	Iteration 29F: 3 clusters Score -1.517069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Entering Unmasked Estep 
Score: -2227079.000000 Penalty: 2443.800537
	Iteration 0F: 2 clusters Score -2227079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2213583.000000 Penalty: 4887.601074
	Iteration 0F: 3 clusters Score -2213583 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2218227.250000 Penalty: 4887.601074
	Iteration 1F: 3 clusters Score -2218227 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2218801.250000 Penalty: 4887.601074
	Iteration 2F: 3 clusters Score -2218801 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2219346.750000 Penalty: 4887.601074
	Iteration 3F: 3 clusters Score -2219347 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2219860.750000 Penalty: 4887.601074
	Iteration 4Q: 3 clusters Score -2219861 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2220300.250000 Penalty: 4887.601074
	Iteration 5Q: 3 clusters Score -2220300 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2220723.250000 Penalty: 4887.601074
	Iteration 6Q: 3 clusters Score -2220723 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2221117.750000 Penalty: 4887.601074
	Iteration 7Q: 3 clusters Score -2221118 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2221470.000000 Penalty: 4887.601074
	Iteration 8Q: 3 clusters Score -2221470 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2221795.500000 Penalty: 4887.601074
	Iteration 9Q: 3 clusters Score -2221796 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2222095.250000 Penalty: 4887.601074
	Iteration 10Q: 3 clusters Score -2222095 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2222334.250000 Penalty: 4887.601074
	Iteration 11Q: 3 clusters Score -2222334 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2222523.000000 Penalty: 4887.601074
	Iteration 12Q: 3 clusters Score -2222523 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2222693.500000 Penalty: 4887.601074
	Iteration 13Q: 3 clusters Score -2222694 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2222826.250000 Penalty: 4887.601074
	Iteration 14Q: 3 clusters Score -2222826 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2222920.750000 Penalty: 4887.601074
	Iteration 15Q: 3 clusters Score -2222921 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2222986.000000 Penalty: 4887.601074
	Iteration 16Q: 3 clusters Score -2222986 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2223044.250000 Penalty: 4887.601074
	Iteration 17Q: 3 clusters Score -2223044 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2223087.000000 Penalty: 4887.601074
	Iteration 18Q: 3 clusters Score -2223087 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2223128.000000 Penalty: 4887.601074
	Iteration 19Q: 3 clusters Score -2223128 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2223149.500000 Penalty: 4887.601074
	Iteration 20F: 3 clusters Score -2223150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2223176.500000 Penalty: 4887.601074
	Iteration 21Q: 3 clusters Score -2223176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2223188.500000 Penalty: 4887.601074
	Iteration 22Q: 3 clusters Score -2223188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2223204.250000 Penalty: 4887.601074
	Iteration 23Q: 3 clusters Score -2223204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2223216.500000 Penalty: 4887.601074
	Iteration 24Q: 3 clusters Score -2223216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2223222.750000 Penalty: 4887.601074
	Iteration 25Q: 3 clusters Score -2223223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2223226.500000 Penalty: 4887.601074
	Iteration 26Q: 3 clusters Score -2223226 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2223248.000000 Penalty: 4887.601074
	Iteration 27Q: 3 clusters Score -2223248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2223271.750000 Penalty: 4887.601074
	Iteration 28Q: 3 clusters Score -2223272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2223277.750000 Penalty: 4887.601074
	Iteration 29Q: 3 clusters Score -2223278 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2223290.000000 Penalty: 4887.601074
	Iteration 30Q: 3 clusters Score -2223290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2223296.750000 Penalty: 4887.601074
	Iteration 31Q: 3 clusters Score -2223297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2223316.500000 Penalty: 4887.601074
	Iteration 32Q: 3 clusters Score -2223316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2223319.750000 Penalty: 4887.601074
	Iteration 33Q: 3 clusters Score -2223320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2223329.750000 Penalty: 4887.601074
	Iteration 34Q: 3 clusters Score -2223330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2223333.000000 Penalty: 4887.601074
	Iteration 35Q: 3 clusters Score -2223333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2223339.750000 Penalty: 4887.601074
	Iteration 36Q: 3 clusters Score -2223340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2223345.000000 Penalty: 4887.601074
	Iteration 37Q: 3 clusters Score -2223345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2223359.500000 Penalty: 4887.601074
	Iteration 38Q: 3 clusters Score -2223360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2223362.750000 Penalty: 4887.601074
	Iteration 39Q: 3 clusters Score -2223363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2223372.250000 Penalty: 4887.601074
	Iteration 40F: 3 clusters Score -2223372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2223375.750000 Penalty: 4887.601074
	Iteration 41Q: 3 clusters Score -2223376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2223376.750000 Penalty: 4887.601074
	Iteration 42Q: 3 clusters Score -2223377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2223391.000000 Penalty: 4887.601074
	Iteration 43Q: 3 clusters Score -2223391 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2223401.000000 Penalty: 4887.601074
	Iteration 44Q: 3 clusters Score -2223401 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2223416.500000 Penalty: 4887.601074
	Iteration 45Q: 3 clusters Score -2223416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2223436.250000 Penalty: 4887.601074
	Iteration 46Q: 3 clusters Score -2223436 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2223457.000000 Penalty: 4887.601074
	Iteration 47Q: 3 clusters Score -2223457 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2223479.750000 Penalty: 4887.601074
	Iteration 48Q: 3 clusters Score -2223480 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2223503.250000 Penalty: 4887.601074
	Iteration 49Q: 3 clusters Score -2223503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2223505.000000 Penalty: 4887.601074
	Iteration 50Q: 3 clusters Score -2223505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2223517.750000 Penalty: 4887.601074
	Iteration 51Q: 3 clusters Score -2223518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2223544.750000 Penalty: 4887.601074
	Iteration 52Q: 3 clusters Score -2223545 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2223564.250000 Penalty: 4887.601074
	Iteration 53Q: 3 clusters Score -2223564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2223583.500000 Penalty: 4887.601074
	Iteration 54Q: 3 clusters Score -2223584 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2223602.750000 Penalty: 4887.601074
	Iteration 55Q: 3 clusters Score -2223603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2223622.500000 Penalty: 4887.601074
	Iteration 56Q: 3 clusters Score -2223622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2223643.250000 Penalty: 4887.601074
	Iteration 57Q: 3 clusters Score -2223643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2223656.750000 Penalty: 4887.601074
	Iteration 58Q: 3 clusters Score -2223657 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2223674.500000 Penalty: 4887.601074
	Iteration 59Q: 3 clusters Score -2223674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2223704.500000 Penalty: 4887.601074
	Iteration 60F: 3 clusters Score -2223704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2223738.250000 Penalty: 4887.601074
	Iteration 61Q: 3 clusters Score -2223738 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2223775.500000 Penalty: 4887.601074
	Iteration 62Q: 3 clusters Score -2223776 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2223815.000000 Penalty: 4887.601074
	Iteration 63Q: 3 clusters Score -2223815 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2223857.500000 Penalty: 4887.601074
	Iteration 64Q: 3 clusters Score -2223858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2223900.500000 Penalty: 4887.601074
	Iteration 65Q: 3 clusters Score -2223900 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2223939.000000 Penalty: 4887.601074
	Iteration 66Q: 3 clusters Score -2223939 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2223985.000000 Penalty: 4887.601074
	Iteration 67Q: 3 clusters Score -2223985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2224030.250000 Penalty: 4887.601074
	Iteration 68Q: 3 clusters Score -2224030 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2224070.750000 Penalty: 4887.601074
	Iteration 69Q: 3 clusters Score -2224071 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2224130.250000 Penalty: 4887.601074
	Iteration 70Q: 3 clusters Score -2224130 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2224188.750000 Penalty: 4887.601074
	Iteration 71Q: 3 clusters Score -2224189 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2224241.000000 Penalty: 4887.601074
	Iteration 72Q: 3 clusters Score -2224241 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2224285.250000 Penalty: 4887.601074
	Iteration 73Q: 3 clusters Score -2224285 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2224333.250000 Penalty: 4887.601074
	Iteration 74Q: 3 clusters Score -2224333 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2224364.000000 Penalty: 4887.601074
	Iteration 75Q: 3 clusters Score -2224364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2224397.750000 Penalty: 4887.601074
	Iteration 76Q: 3 clusters Score -2224398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2224433.250000 Penalty: 4887.601074
	Iteration 77Q: 3 clusters Score -2224433 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2224486.500000 Penalty: 4887.601074
	Iteration 78Q: 3 clusters Score -2224486 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2224537.250000 Penalty: 4887.601074
	Iteration 79Q: 3 clusters Score -2224537 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2224579.000000 Penalty: 4887.601074
	Iteration 80F: 3 clusters Score -2224579 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2224618.250000 Penalty: 4887.601074
	Iteration 81Q: 3 clusters Score -2224618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2224658.000000 Penalty: 4887.601074
	Iteration 82Q: 3 clusters Score -2224658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2224685.500000 Penalty: 4887.601074
	Iteration 83Q: 3 clusters Score -2224686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2224706.750000 Penalty: 4887.601074
	Iteration 84Q: 3 clusters Score -2224707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2224724.000000 Penalty: 4887.601074
	Iteration 85Q: 3 clusters Score -2224724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2224753.750000 Penalty: 4887.601074
	Iteration 86Q: 3 clusters Score -2224754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2224780.000000 Penalty: 4887.601074
	Iteration 87Q: 3 clusters Score -2224780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2224804.000000 Penalty: 4887.601074
	Iteration 88Q: 3 clusters Score -2224804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2224812.500000 Penalty: 4887.601074
	Iteration 89Q: 3 clusters Score -2224812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2224821.500000 Penalty: 4887.601074
	Iteration 90Q: 3 clusters Score -2224822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2224837.250000 Penalty: 4887.601074
	Iteration 91Q: 3 clusters Score -2224837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2224850.750000 Penalty: 4887.601074
	Iteration 92Q: 3 clusters Score -2224851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2224860.500000 Penalty: 4887.601074
	Iteration 93Q: 3 clusters Score -2224860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2224865.000000 Penalty: 4887.601074
	Iteration 94Q: 3 clusters Score -2224865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2224888.750000 Penalty: 4887.601074
	Iteration 95Q: 3 clusters Score -2224889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2224897.750000 Penalty: 4887.601074
	Iteration 96Q: 3 clusters Score -2224898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2224905.750000 Penalty: 4887.601074
	Iteration 97Q: 3 clusters Score -2224906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2224915.500000 Penalty: 4887.601074
	Iteration 98Q: 3 clusters Score -2224916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2224919.250000 Penalty: 4887.601074
	Iteration 99Q: 3 clusters Score -2224919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2224929.500000 Penalty: 4887.601074
	Iteration 100F: 3 clusters Score -2224930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2224939.250000 Penalty: 4887.601074
	Iteration 101Q: 3 clusters Score -2224939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2224938.500000 Penalty: 4887.601074
	Iteration 102Q: 3 clusters Score -2224938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2224939.000000 Penalty: 4887.601074
	Iteration 103Q: 3 clusters Score -2224939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2224943.750000 Penalty: 4887.601074
	Iteration 104Q: 3 clusters Score -2224944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2224945.000000 Penalty: 4887.601074
	Iteration 105Q: 3 clusters Score -2224945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2224942.750000 Penalty: 4887.601074
	Iteration 106Q: 3 clusters Score -2224943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2224944.000000 Penalty: 4887.601074
	Iteration 107Q: 3 clusters Score -2224944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2224942.750000 Penalty: 4887.601074
	Iteration 108Q: 3 clusters Score -2224943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2224944.750000 Penalty: 4887.601074
	Iteration 109Q: 3 clusters Score -2224945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2224944.750000 Penalty: 4887.601074
	Iteration 110F: 3 clusters Score -2224945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44991.621094 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44991.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43551.566406 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43551.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43683.433594 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43683.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -43728.984375 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43728.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43739.753906 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43739.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43747.667969 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43747.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43747.667969 Penalty: 2991.219971
	Iteration 5F: 3 clusters Score -43747.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124705 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58563 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6940 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257206 members 
Mstep: Class 17 contains 275422 members 
Mstep: Class 18 contains 188415 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 82373 members 
Mstep: Class 26 contains 22423 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94941 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14288 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60495 members 
Mstep: Class 34 contains 27948 members 
Mstep: Class 35 contains 7001 members 
Mstep: Class 36 contains 37281 members 
Mstep: Class 37 contains 177764 members 
Mstep: Class 38 contains 44575 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6405 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130183 members 
Mstep: Class 44 contains 19035 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959088.000000 Penalty: 161989.984375
Iteration 359Q: 46 clusters Score -2.259591e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124704 members 
Mstep: Class 8 contains 59472 members 
Mstep: Class 9 contains 58565 members 
Mstep: Class 10 contains 5919 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28321 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257200 members 
Mstep: Class 17 contains 275422 members 
Mstep: Class 18 contains 188414 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 82372 members 
Mstep: Class 26 contains 22433 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94921 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14297 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60494 members 
Mstep: Class 34 contains 27943 members 
Mstep: Class 35 contains 7001 members 
Mstep: Class 36 contains 37281 members 
Mstep: Class 37 contains 177760 members 
Mstep: Class 38 contains 44582 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6406 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130170 members 
Mstep: Class 44 contains 19053 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959136.000000 Penalty: 161989.984375
Iteration 360F: 46 clusters Score -2.259591e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11017 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124709 members 
Mstep: Class 8 contains 59472 members 
Mstep: Class 9 contains 58564 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28322 members 
Mstep: Class 14 contains 18079 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257198 members 
Mstep: Class 17 contains 275422 members 
Mstep: Class 18 contains 188414 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7107 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 82366 members 
Mstep: Class 26 contains 22444 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94901 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14302 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60494 members 
Mstep: Class 34 contains 27937 members 
Mstep: Class 35 contains 7001 members 
Mstep: Class 36 contains 37282 members 
Mstep: Class 37 contains 177767 members 
Mstep: Class 38 contains 44588 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130150 members 
Mstep: Class 44 contains 19064 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959200.000000 Penalty: 161989.984375
Iteration 361Q: 46 clusters Score -2.259592e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11017 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124711 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58565 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28323 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257194 members 
Mstep: Class 17 contains 275420 members 
Mstep: Class 18 contains 188414 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7106 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 82363 members 
Mstep: Class 26 contains 22456 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94880 members 
Mstep: Class 30 contains 23273 members 
Mstep: Class 31 contains 14315 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60495 members 
Mstep: Class 34 contains 27934 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37282 members 
Mstep: Class 37 contains 177772 members 
Mstep: Class 38 contains 44591 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130133 members 
Mstep: Class 44 contains 19075 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959120.000000 Penalty: 161989.984375
Iteration 362Q: 46 clusters Score -2.259591e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124707 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58564 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28324 members 
Mstep: Class 14 contains 18076 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257194 members 
Mstep: Class 17 contains 275423 members 
Mstep: Class 18 contains 188415 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7104 members 
Mstep: Class 24 contains 11733 members 
Mstep: Class 25 contains 82360 members 
Mstep: Class 26 contains 22467 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94858 members 
Mstep: Class 30 contains 23274 members 
Mstep: Class 31 contains 14323 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60495 members 
Mstep: Class 34 contains 27929 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37283 members 
Mstep: Class 37 contains 177781 members 
Mstep: Class 38 contains 44598 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130118 members 
Mstep: Class 44 contains 19089 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959280.000000 Penalty: 161989.984375
Iteration 363Q: 46 clusters Score -2.259593e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124704 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58562 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28321 members 
Mstep: Class 14 contains 18074 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257203 members 
Mstep: Class 17 contains 275422 members 
Mstep: Class 18 contains 188416 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 11732 members 
Mstep: Class 25 contains 82358 members 
Mstep: Class 26 contains 22477 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94829 members 
Mstep: Class 30 contains 23276 members 
Mstep: Class 31 contains 14329 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27926 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37283 members 
Mstep: Class 37 contains 177784 members 
Mstep: Class 38 contains 44604 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130111 members 
Mstep: Class 44 contains 19103 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959376.000000 Penalty: 161989.984375
Iteration 364Q: 46 clusters Score -2.259594e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124705 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58561 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28322 members 
Mstep: Class 14 contains 18075 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257219 members 
Mstep: Class 17 contains 275420 members 
Mstep: Class 18 contains 188416 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 82355 members 
Mstep: Class 26 contains 22487 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8949 members 
Mstep: Class 29 contains 94787 members 
Mstep: Class 30 contains 23277 members 
Mstep: Class 31 contains 14334 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27919 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37283 members 
Mstep: Class 37 contains 177784 members 
Mstep: Class 38 contains 44612 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130106 members 
Mstep: Class 44 contains 19122 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959280.000000 Penalty: 161989.984375
Iteration 365Q: 46 clusters Score -2.259593e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124705 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58559 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 28321 members 
Mstep: Class 14 contains 18075 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257231 members 
Mstep: Class 17 contains 275419 members 
Mstep: Class 18 contains 188417 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7103 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 82349 members 
Mstep: Class 26 contains 22504 members 
Mstep: Class 27 contains 35570 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 94758 members 
Mstep: Class 30 contains 23278 members 
Mstep: Class 31 contains 14342 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27915 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37282 members 
Mstep: Class 37 contains 177785 members 
Mstep: Class 38 contains 44611 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130097 members 
Mstep: Class 44 contains 19133 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959456.000000 Penalty: 161989.984375
Iteration 366Q: 46 clusters Score -2.259595e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14868 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124706 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58555 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28319 members 
Mstep: Class 14 contains 18075 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257238 members 
Mstep: Class 17 contains 275418 members 
Mstep: Class 18 contains 188418 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7102 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 82347 members 
Mstep: Class 26 contains 22516 members 
Mstep: Class 27 contains 35571 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 94729 members 
Mstep: Class 30 contains 23279 members 
Mstep: Class 31 contains 14349 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27916 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37281 members 
Mstep: Class 37 contains 177788 members 
Mstep: Class 38 contains 44612 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130085 members 
Mstep: Class 44 contains 19150 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959408.000000 Penalty: 161989.984375
Iteration 367Q: 46 clusters Score -2.259594e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14868 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124701 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58553 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28321 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257243 members 
Mstep: Class 17 contains 275417 members 
Mstep: Class 18 contains 188418 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7101 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 82343 members 
Mstep: Class 26 contains 22533 members 
Mstep: Class 27 contains 35572 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 94697 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14358 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27914 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177788 members 
Mstep: Class 38 contains 44613 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130078 members 
Mstep: Class 44 contains 19163 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959328.000000 Penalty: 161989.984375
Iteration 368Q: 46 clusters Score -2.259593e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14868 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124700 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58547 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28320 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257257 members 
Mstep: Class 17 contains 275420 members 
Mstep: Class 18 contains 188416 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7100 members 
Mstep: Class 24 contains 11730 members 
Mstep: Class 25 contains 82342 members 
Mstep: Class 26 contains 22549 members 
Mstep: Class 27 contains 35572 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 94670 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14362 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27911 members 
Mstep: Class 35 contains 7000 members 
Mstep: Class 36 contains 37281 members 
Mstep: Class 37 contains 177788 members 
Mstep: Class 38 contains 44611 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130068 members 
Mstep: Class 44 contains 19177 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959168.000000 Penalty: 161989.984375
Iteration 369Q: 46 clusters Score -2.259592e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124698 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58542 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28320 members 
Mstep: Class 14 contains 18079 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257273 members 
Mstep: Class 17 contains 275418 members 
Mstep: Class 18 contains 188416 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7098 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 82341 members 
Mstep: Class 26 contains 22559 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 94638 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14368 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27907 members 
Mstep: Class 35 contains 6999 members 
Mstep: Class 36 contains 37283 members 
Mstep: Class 37 contains 177789 members 
Mstep: Class 38 contains 44615 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130059 members 
Mstep: Class 44 contains 19189 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959024.000000 Penalty: 161989.984375
Iteration 370Q: 46 clusters Score -2.25959e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124699 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58540 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 14 contains 18079 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257284 members 
Mstep: Class 17 contains 275416 members 
Mstep: Class 18 contains 188418 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7096 members 
Mstep: Class 24 contains 11731 members 
Mstep: Class 25 contains 82340 members 
Mstep: Class 26 contains 22566 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94601 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14380 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27908 members 
Mstep: Class 35 contains 6999 members 
Mstep: Class 36 contains 37286 members 
Mstep: Class 37 contains 177790 members 
Mstep: Class 38 contains 44617 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130050 members 
Mstep: Class 44 contains 19204 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958896.000000 Penalty: 161989.984375
Iteration 371Q: 46 clusters Score -2.259589e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124700 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58538 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28318 members 
Mstep: Class 14 contains 18079 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257296 members 
Mstep: Class 17 contains 275414 members 
Mstep: Class 18 contains 188418 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41118 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7093 members 
Mstep: Class 24 contains 11729 members 
Mstep: Class 25 contains 82341 members 
Mstep: Class 26 contains 22576 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94569 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14387 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27908 members 
Mstep: Class 35 contains 6998 members 
Mstep: Class 36 contains 37285 members 
Mstep: Class 37 contains 177791 members 
Mstep: Class 38 contains 44620 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130044 members 
Mstep: Class 44 contains 19220 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958960.000000 Penalty: 161989.984375
Iteration 372Q: 46 clusters Score -2.25959e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124700 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58536 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28316 members 
Mstep: Class 14 contains 18078 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257291 members 
Mstep: Class 17 contains 275413 members 
Mstep: Class 18 contains 188419 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7091 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 82341 members 
Mstep: Class 26 contains 22588 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94548 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14396 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27904 members 
Mstep: Class 35 contains 6998 members 
Mstep: Class 36 contains 37284 members 
Mstep: Class 37 contains 177794 members 
Mstep: Class 38 contains 44622 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130037 members 
Mstep: Class 44 contains 19241 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958800.000000 Penalty: 161989.984375
Iteration 373Q: 46 clusters Score -2.259588e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124699 members 
Mstep: Class 8 contains 59472 members 
Mstep: Class 9 contains 58537 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18082 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257288 members 
Mstep: Class 17 contains 275410 members 
Mstep: Class 18 contains 188420 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 82341 members 
Mstep: Class 26 contains 22598 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94517 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14406 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27906 members 
Mstep: Class 35 contains 6997 members 
Mstep: Class 36 contains 37282 members 
Mstep: Class 37 contains 177800 members 
Mstep: Class 38 contains 44623 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1204 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130034 members 
Mstep: Class 44 contains 19255 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958880.000000 Penalty: 161989.984375
Iteration 374Q: 46 clusters Score -2.259589e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124699 members 
Mstep: Class 8 contains 59472 members 
Mstep: Class 9 contains 58538 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18084 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257304 members 
Mstep: Class 17 contains 275409 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 82339 members 
Mstep: Class 26 contains 22600 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94481 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14413 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27902 members 
Mstep: Class 35 contains 6998 members 
Mstep: Class 36 contains 37282 members 
Mstep: Class 37 contains 177803 members 
Mstep: Class 38 contains 44623 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130030 members 
Mstep: Class 44 contains 19269 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958928.000000 Penalty: 161989.984375
Iteration 375Q: 46 clusters Score -2.259589e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124698 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58538 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28313 members 
Mstep: Class 14 contains 18085 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257320 members 
Mstep: Class 17 contains 275408 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 82338 members 
Mstep: Class 26 contains 22605 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94443 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14423 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27893 members 
Mstep: Class 35 contains 6999 members 
Mstep: Class 36 contains 37282 members 
Mstep: Class 37 contains 177804 members 
Mstep: Class 38 contains 44631 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130025 members 
Mstep: Class 44 contains 19282 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958896.000000 Penalty: 161989.984375
Iteration 376Q: 46 clusters Score -2.259589e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124696 members 
Mstep: Class 8 contains 59471 members 
Mstep: Class 9 contains 58535 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18090 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257340 members 
Mstep: Class 17 contains 275409 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 82336 members 
Mstep: Class 26 contains 22611 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94403 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14431 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27889 members 
Mstep: Class 35 contains 7002 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177804 members 
Mstep: Class 38 contains 44641 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1203 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130021 members 
Mstep: Class 44 contains 19285 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959040.000000 Penalty: 161989.984375
Iteration 377Q: 46 clusters Score -2.25959e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124697 members 
Mstep: Class 8 contains 59471 members 
Mstep: Class 9 contains 58536 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 18090 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257353 members 
Mstep: Class 17 contains 275410 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 82336 members 
Mstep: Class 26 contains 22620 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94376 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14436 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27882 members 
Mstep: Class 35 contains 7003 members 
Mstep: Class 36 contains 37279 members 
Mstep: Class 37 contains 177805 members 
Mstep: Class 38 contains 44649 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1202 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 130010 members 
Mstep: Class 44 contains 19292 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958864.000000 Penalty: 161989.984375
Iteration 378Q: 46 clusters Score -2.259589e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124700 members 
Mstep: Class 8 contains 59471 members 
Mstep: Class 9 contains 58531 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18091 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257358 members 
Mstep: Class 17 contains 275413 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 82335 members 
Mstep: Class 26 contains 22630 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94362 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14441 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27879 members 
Mstep: Class 35 contains 7004 members 
Mstep: Class 36 contains 37277 members 
Mstep: Class 37 contains 177806 members 
Mstep: Class 38 contains 44652 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1201 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129994 members 
Mstep: Class 44 contains 19301 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958896.000000 Penalty: 161989.984375
Iteration 379Q: 46 clusters Score -2.259589e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124701 members 
Mstep: Class 8 contains 59471 members 
Mstep: Class 9 contains 58532 members 
Mstep: Class 10 contains 5918 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 18090 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257355 members 
Mstep: Class 17 contains 275415 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 82331 members 
Mstep: Class 26 contains 22644 members 
Mstep: Class 27 contains 35573 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94348 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27875 members 
Mstep: Class 35 contains 7009 members 
Mstep: Class 36 contains 37275 members 
Mstep: Class 37 contains 177804 members 
Mstep: Class 38 contains 44654 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129981 members 
Mstep: Class 44 contains 19314 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958944.000000 Penalty: 161989.984375
Iteration 380F: 46 clusters Score -2.259589e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124704 members 
Mstep: Class 8 contains 59469 members 
Mstep: Class 9 contains 58532 members 
Mstep: Class 10 contains 5917 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28310 members 
Mstep: Class 14 contains 18092 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257348 members 
Mstep: Class 17 contains 275416 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 82329 members 
Mstep: Class 26 contains 22668 members 
Mstep: Class 27 contains 35574 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94328 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27874 members 
Mstep: Class 35 contains 7011 members 
Mstep: Class 36 contains 37273 members 
Mstep: Class 37 contains 177798 members 
Mstep: Class 38 contains 44660 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129968 members 
Mstep: Class 44 contains 19327 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959072.000000 Penalty: 161989.984375
Iteration 381Q: 46 clusters Score -2.259591e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124705 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58532 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28309 members 
Mstep: Class 14 contains 18092 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257348 members 
Mstep: Class 17 contains 275417 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 82326 members 
Mstep: Class 26 contains 22687 members 
Mstep: Class 27 contains 35576 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94306 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14462 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27872 members 
Mstep: Class 35 contains 7013 members 
Mstep: Class 36 contains 37272 members 
Mstep: Class 37 contains 177792 members 
Mstep: Class 38 contains 44661 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129953 members 
Mstep: Class 44 contains 19345 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959184.000000 Penalty: 161989.984375
Iteration 382Q: 46 clusters Score -2.259592e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124707 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58531 members 
Mstep: Class 10 contains 5914 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28309 members 
Mstep: Class 14 contains 18092 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257339 members 
Mstep: Class 17 contains 275413 members 
Mstep: Class 18 contains 188422 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41114 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 11725 members 
Mstep: Class 25 contains 82321 members 
Mstep: Class 26 contains 22716 members 
Mstep: Class 27 contains 35577 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 94284 members 
Mstep: Class 30 contains 23279 members 
Mstep: Class 31 contains 14473 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27868 members 
Mstep: Class 35 contains 7014 members 
Mstep: Class 36 contains 37271 members 
Mstep: Class 37 contains 177789 members 
Mstep: Class 38 contains 44667 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129941 members 
Mstep: Class 44 contains 19364 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959296.000000 Penalty: 161989.984375
Iteration 383Q: 46 clusters Score -2.259593e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124708 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58530 members 
Mstep: Class 10 contains 5912 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 14 contains 18092 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257327 members 
Mstep: Class 17 contains 275419 members 
Mstep: Class 18 contains 188421 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41114 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 11725 members 
Mstep: Class 25 contains 82321 members 
Mstep: Class 26 contains 22731 members 
Mstep: Class 27 contains 35578 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 94262 members 
Mstep: Class 30 contains 23279 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27864 members 
Mstep: Class 35 contains 7016 members 
Mstep: Class 36 contains 37271 members 
Mstep: Class 37 contains 177787 members 
Mstep: Class 38 contains 44666 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129930 members 
Mstep: Class 44 contains 19385 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959424.000000 Penalty: 161989.984375
Iteration 384Q: 46 clusters Score -2.259594e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124707 members 
Mstep: Class 8 contains 59466 members 
Mstep: Class 9 contains 58529 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28303 members 
Mstep: Class 14 contains 18093 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257328 members 
Mstep: Class 17 contains 275415 members 
Mstep: Class 18 contains 188423 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41112 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11726 members 
Mstep: Class 25 contains 82314 members 
Mstep: Class 26 contains 22754 members 
Mstep: Class 27 contains 35580 members 
Mstep: Class 28 contains 8945 members 
Mstep: Class 29 contains 94243 members 
Mstep: Class 30 contains 23279 members 
Mstep: Class 31 contains 14491 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27860 members 
Mstep: Class 35 contains 7018 members 
Mstep: Class 36 contains 37271 members 
Mstep: Class 37 contains 177786 members 
Mstep: Class 38 contains 44668 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129921 members 
Mstep: Class 44 contains 19399 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959376.000000 Penalty: 161989.984375
Iteration 385Q: 46 clusters Score -2.259594e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14863 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124711 members 
Mstep: Class 8 contains 59465 members 
Mstep: Class 9 contains 58530 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28293 members 
Mstep: Class 14 contains 18093 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257333 members 
Mstep: Class 17 contains 275411 members 
Mstep: Class 18 contains 188425 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41112 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 11724 members 
Mstep: Class 25 contains 82312 members 
Mstep: Class 26 contains 22783 members 
Mstep: Class 27 contains 35580 members 
Mstep: Class 28 contains 8945 members 
Mstep: Class 29 contains 94225 members 
Mstep: Class 30 contains 23279 members 
Mstep: Class 31 contains 14503 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27856 members 
Mstep: Class 35 contains 7020 members 
Mstep: Class 36 contains 37271 members 
Mstep: Class 37 contains 177788 members 
Mstep: Class 38 contains 44668 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129902 members 
Mstep: Class 44 contains 19408 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959408.000000 Penalty: 161989.984375
Iteration 386Q: 46 clusters Score -2.259594e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58527 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28291 members 
Mstep: Class 14 contains 18093 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257332 members 
Mstep: Class 17 contains 275411 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41111 members 
Mstep: Class 22 contains 11752 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 11720 members 
Mstep: Class 25 contains 82305 members 
Mstep: Class 26 contains 22811 members 
Mstep: Class 27 contains 35580 members 
Mstep: Class 28 contains 8945 members 
Mstep: Class 29 contains 94199 members 
Mstep: Class 30 contains 23279 members 
Mstep: Class 31 contains 14515 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60494 members 
Mstep: Class 34 contains 27853 members 
Mstep: Class 35 contains 7022 members 
Mstep: Class 36 contains 37272 members 
Mstep: Class 37 contains 177793 members 
Mstep: Class 38 contains 44670 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129877 members 
Mstep: Class 44 contains 19426 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959440.000000 Penalty: 161989.984375
Iteration 387Q: 46 clusters Score -2.259594e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124710 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58530 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28292 members 
Mstep: Class 14 contains 18095 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257328 members 
Mstep: Class 17 contains 275412 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41112 members 
Mstep: Class 22 contains 11752 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 11717 members 
Mstep: Class 25 contains 82296 members 
Mstep: Class 26 contains 22834 members 
Mstep: Class 27 contains 35580 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 94175 members 
Mstep: Class 30 contains 23279 members 
Mstep: Class 31 contains 14528 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60495 members 
Mstep: Class 34 contains 27852 members 
Mstep: Class 35 contains 7026 members 
Mstep: Class 36 contains 37273 members 
Mstep: Class 37 contains 177796 members 
Mstep: Class 38 contains 44674 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129849 members 
Mstep: Class 44 contains 19440 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959424.000000 Penalty: 161989.984375
Iteration 388Q: 46 clusters Score -2.259594e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124709 members 
Mstep: Class 8 contains 59463 members 
Mstep: Class 9 contains 58525 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28289 members 
Mstep: Class 14 contains 18095 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257319 members 
Mstep: Class 17 contains 275412 members 
Mstep: Class 18 contains 188428 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41111 members 
Mstep: Class 22 contains 11752 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 11716 members 
Mstep: Class 25 contains 82291 members 
Mstep: Class 26 contains 22874 members 
Mstep: Class 27 contains 35581 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 94152 members 
Mstep: Class 30 contains 23278 members 
Mstep: Class 31 contains 14540 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60495 members 
Mstep: Class 34 contains 27847 members 
Mstep: Class 35 contains 7033 members 
Mstep: Class 36 contains 37268 members 
Mstep: Class 37 contains 177798 members 
Mstep: Class 38 contains 44680 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129820 members 
Mstep: Class 44 contains 19458 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959440.000000 Penalty: 161989.984375
Iteration 389Q: 46 clusters Score -2.259594e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14863 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59460 members 
Mstep: Class 9 contains 58524 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 18095 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257316 members 
Mstep: Class 17 contains 275409 members 
Mstep: Class 18 contains 188430 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41110 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 11718 members 
Mstep: Class 25 contains 82290 members 
Mstep: Class 26 contains 22901 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 94133 members 
Mstep: Class 30 contains 23278 members 
Mstep: Class 31 contains 14554 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27837 members 
Mstep: Class 35 contains 7038 members 
Mstep: Class 36 contains 37266 members 
Mstep: Class 37 contains 177803 members 
Mstep: Class 38 contains 44684 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129791 members 
Mstep: Class 44 contains 19468 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959488.000000 Penalty: 161989.984375
Iteration 390Q: 46 clusters Score -2.259595e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124723 members 
Mstep: Class 8 contains 59459 members 
Mstep: Class 9 contains 58522 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28282 members 
Mstep: Class 14 contains 18095 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257306 members 
Mstep: Class 17 contains 275411 members 
Mstep: Class 18 contains 188429 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41110 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11717 members 
Mstep: Class 25 contains 82286 members 
Mstep: Class 26 contains 22928 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 94112 members 
Mstep: Class 30 contains 23277 members 
Mstep: Class 31 contains 14571 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27833 members 
Mstep: Class 35 contains 7040 members 
Mstep: Class 36 contains 37266 members 
Mstep: Class 37 contains 177810 members 
Mstep: Class 38 contains 44683 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129761 members 
Mstep: Class 44 contains 19483 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959504.000000 Penalty: 161989.984375
Iteration 391Q: 46 clusters Score -2.259595e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59458 members 
Mstep: Class 9 contains 58519 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28280 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257317 members 
Mstep: Class 17 contains 275410 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41110 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11717 members 
Mstep: Class 25 contains 82285 members 
Mstep: Class 26 contains 22946 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 94087 members 
Mstep: Class 30 contains 23277 members 
Mstep: Class 31 contains 14582 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27830 members 
Mstep: Class 35 contains 7043 members 
Mstep: Class 36 contains 37266 members 
Mstep: Class 37 contains 177820 members 
Mstep: Class 38 contains 44681 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129739 members 
Mstep: Class 44 contains 19496 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959568.000000 Penalty: 161989.984375
Iteration 392Q: 46 clusters Score -2.259596e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11011 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59457 members 
Mstep: Class 9 contains 58517 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28280 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257310 members 
Mstep: Class 17 contains 275406 members 
Mstep: Class 18 contains 188434 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41109 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 11717 members 
Mstep: Class 25 contains 82283 members 
Mstep: Class 26 contains 22974 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 94068 members 
Mstep: Class 30 contains 23277 members 
Mstep: Class 31 contains 14590 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27825 members 
Mstep: Class 35 contains 7044 members 
Mstep: Class 36 contains 37263 members 
Mstep: Class 37 contains 177822 members 
Mstep: Class 38 contains 44681 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129722 members 
Mstep: Class 44 contains 19513 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959504.000000 Penalty: 161989.984375
Iteration 393Q: 46 clusters Score -2.259595e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14864 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59457 members 
Mstep: Class 9 contains 58510 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28278 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257304 members 
Mstep: Class 17 contains 275407 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 11716 members 
Mstep: Class 25 contains 82280 members 
Mstep: Class 26 contains 23005 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 94045 members 
Mstep: Class 30 contains 23277 members 
Mstep: Class 31 contains 14602 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27822 members 
Mstep: Class 35 contains 7046 members 
Mstep: Class 36 contains 37262 members 
Mstep: Class 37 contains 177833 members 
Mstep: Class 38 contains 44685 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129701 members 
Mstep: Class 44 contains 19523 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959552.000000 Penalty: 161989.984375
Iteration 394Q: 46 clusters Score -2.259596e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14865 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 59458 members 
Mstep: Class 9 contains 58509 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28275 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257304 members 
Mstep: Class 17 contains 275408 members 
Mstep: Class 18 contains 188434 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 11716 members 
Mstep: Class 25 contains 82271 members 
Mstep: Class 26 contains 23027 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 94019 members 
Mstep: Class 30 contains 23278 members 
Mstep: Class 31 contains 14613 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27815 members 
Mstep: Class 35 contains 7049 members 
Mstep: Class 36 contains 37262 members 
Mstep: Class 37 contains 177838 members 
Mstep: Class 38 contains 44687 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129684 members 
Mstep: Class 44 contains 19535 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959616.000000 Penalty: 161989.984375
Iteration 395Q: 46 clusters Score -2.259596e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124707 members 
Mstep: Class 8 contains 59459 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28273 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257293 members 
Mstep: Class 17 contains 275408 members 
Mstep: Class 18 contains 188434 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 11716 members 
Mstep: Class 25 contains 82268 members 
Mstep: Class 26 contains 23045 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 94006 members 
Mstep: Class 30 contains 23278 members 
Mstep: Class 31 contains 14625 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27810 members 
Mstep: Class 35 contains 7051 members 
Mstep: Class 36 contains 37262 members 
Mstep: Class 37 contains 177847 members 
Mstep: Class 38 contains 44689 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129669 members 
Mstep: Class 44 contains 19544 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959568.000000 Penalty: 161989.984375
Iteration 396Q: 46 clusters Score -2.259596e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 59459 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28269 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257284 members 
Mstep: Class 17 contains 275409 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 11714 members 
Mstep: Class 25 contains 82265 members 
Mstep: Class 26 contains 23068 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93990 members 
Mstep: Class 30 contains 23278 members 
Mstep: Class 31 contains 14636 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27802 members 
Mstep: Class 35 contains 7051 members 
Mstep: Class 36 contains 37263 members 
Mstep: Class 37 contains 177859 members 
Mstep: Class 38 contains 44695 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129647 members 
Mstep: Class 44 contains 19550 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959664.000000 Penalty: 161989.984375
Iteration 397Q: 46 clusters Score -2.259597e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59460 members 
Mstep: Class 9 contains 58505 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28265 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257285 members 
Mstep: Class 17 contains 275405 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7088 members 
Mstep: Class 24 contains 11715 members 
Mstep: Class 25 contains 82262 members 
Mstep: Class 26 contains 23086 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93974 members 
Mstep: Class 30 contains 23278 members 
Mstep: Class 31 contains 14644 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27792 members 
Mstep: Class 35 contains 7051 members 
Mstep: Class 36 contains 37266 members 
Mstep: Class 37 contains 177860 members 
Mstep: Class 38 contains 44703 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129630 members 
Mstep: Class 44 contains 19555 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959712.000000 Penalty: 161989.984375
Iteration 398Q: 46 clusters Score -2.259597e+08 nChanged 106
Entering ConstructFrom: 
Score: -225959712.000000 Penalty: 161989.984375
Entering ConstructFrom: 
Trying to split cluster 1 (24394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Entering Unmasked Estep 
Score: -2755136.000000 Penalty: 2505.319092
	Iteration 0F: 2 clusters Score -2755136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2738190.000000 Penalty: 5010.638184
	Iteration 0F: 3 clusters Score -2738190 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2744072.250000 Penalty: 5010.638184
	Iteration 1F: 3 clusters Score -2744072 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2744578.500000 Penalty: 5010.638184
	Iteration 2F: 3 clusters Score -2744578 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2745020.750000 Penalty: 5010.638184
	Iteration 3Q: 3 clusters Score -2745021 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2745465.750000 Penalty: 5010.638184
	Iteration 4Q: 3 clusters Score -2745466 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2745875.500000 Penalty: 5010.638184
	Iteration 5Q: 3 clusters Score -2745876 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2746234.000000 Penalty: 5010.638184
	Iteration 6Q: 3 clusters Score -2746234 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2746626.500000 Penalty: 5010.638184
	Iteration 7Q: 3 clusters Score -2746626 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2747077.250000 Penalty: 5010.638184
	Iteration 8Q: 3 clusters Score -2747077 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2747493.250000 Penalty: 5010.638184
	Iteration 9Q: 3 clusters Score -2747493 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2747954.250000 Penalty: 5010.638184
	Iteration 10Q: 3 clusters Score -2747954 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2748459.250000 Penalty: 5010.638184
	Iteration 11Q: 3 clusters Score -2748459 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2748927.750000 Penalty: 5010.638184
	Iteration 12Q: 3 clusters Score -2748928 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2749350.750000 Penalty: 5010.638184
	Iteration 13Q: 3 clusters Score -2749351 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2749844.000000 Penalty: 5010.638184
	Iteration 14Q: 3 clusters Score -2749844 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2750337.000000 Penalty: 5010.638184
	Iteration 15Q: 3 clusters Score -2750337 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2750831.750000 Penalty: 5010.638184
	Iteration 16Q: 3 clusters Score -2750832 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2751406.750000 Penalty: 5010.638184
	Iteration 17Q: 3 clusters Score -2751407 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2751983.500000 Penalty: 5010.638184
	Iteration 18Q: 3 clusters Score -2751984 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2752512.500000 Penalty: 5010.638184
	Iteration 19Q: 3 clusters Score -2752512 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2752911.000000 Penalty: 5010.638184
	Iteration 20F: 3 clusters Score -2752911 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2753157.250000 Penalty: 5010.638184
	Iteration 21Q: 3 clusters Score -2753157 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2753335.250000 Penalty: 5010.638184
	Iteration 22Q: 3 clusters Score -2753335 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2753452.000000 Penalty: 5010.638184
	Iteration 23Q: 3 clusters Score -2753452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2753522.250000 Penalty: 5010.638184
	Iteration 24Q: 3 clusters Score -2753522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2753559.000000 Penalty: 5010.638184
	Iteration 25Q: 3 clusters Score -2753559 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2753589.250000 Penalty: 5010.638184
	Iteration 26Q: 3 clusters Score -2753589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2753610.750000 Penalty: 5010.638184
	Iteration 27Q: 3 clusters Score -2753611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2753627.000000 Penalty: 5010.638184
	Iteration 28Q: 3 clusters Score -2753627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2753637.000000 Penalty: 5010.638184
	Iteration 29Q: 3 clusters Score -2753637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2753639.500000 Penalty: 5010.638184
	Iteration 30Q: 3 clusters Score -2753640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2753647.250000 Penalty: 5010.638184
	Iteration 31Q: 3 clusters Score -2753647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2753652.750000 Penalty: 5010.638184
	Iteration 32Q: 3 clusters Score -2753653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2753654.000000 Penalty: 5010.638184
	Iteration 33Q: 3 clusters Score -2753654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2753664.000000 Penalty: 5010.638184
	Iteration 34Q: 3 clusters Score -2753664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2753669.500000 Penalty: 5010.638184
	Iteration 35Q: 3 clusters Score -2753670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2753673.750000 Penalty: 5010.638184
	Iteration 36Q: 3 clusters Score -2753674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2753676.250000 Penalty: 5010.638184
	Iteration 37Q: 3 clusters Score -2753676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2753675.250000 Penalty: 5010.638184
	Iteration 38Q: 3 clusters Score -2753675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2753679.500000 Penalty: 5010.638184
	Iteration 39Q: 3 clusters Score -2753680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2753675.250000 Penalty: 5010.638184
	Iteration 40F: 3 clusters Score -2753675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2753680.750000 Penalty: 5010.638184
	Iteration 41Q: 3 clusters Score -2753681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2753680.500000 Penalty: 5010.638184
	Iteration 42Q: 3 clusters Score -2753680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2753677.500000 Penalty: 5010.638184
	Iteration 43Q: 3 clusters Score -2753678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2753678.500000 Penalty: 5010.638184
	Iteration 44Q: 3 clusters Score -2753678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2753688.250000 Penalty: 5010.638184
	Iteration 45Q: 3 clusters Score -2753688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2753684.750000 Penalty: 5010.638184
	Iteration 46Q: 3 clusters Score -2753685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2753688.250000 Penalty: 5010.638184
	Iteration 47Q: 3 clusters Score -2753688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2753690.750000 Penalty: 5010.638184
	Iteration 48Q: 3 clusters Score -2753691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2753688.500000 Penalty: 5010.638184
	Iteration 49Q: 3 clusters Score -2753688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2753688.000000 Penalty: 5010.638184
	Iteration 50Q: 3 clusters Score -2753688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2753689.750000 Penalty: 5010.638184
	Iteration 51Q: 3 clusters Score -2753690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2753689.250000 Penalty: 5010.638184
	Iteration 52Q: 3 clusters Score -2753689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2753689.500000 Penalty: 5010.638184
	Iteration 53Q: 3 clusters Score -2753690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2753693.000000 Penalty: 5010.638184
	Iteration 54Q: 3 clusters Score -2753693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2753691.000000 Penalty: 5010.638184
	Iteration 55Q: 3 clusters Score -2753691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2753690.500000 Penalty: 5010.638184
	Iteration 56Q: 3 clusters Score -2753690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2753687.250000 Penalty: 5010.638184
	Iteration 57Q: 3 clusters Score -2753687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2753686.750000 Penalty: 5010.638184
	Iteration 58Q: 3 clusters Score -2753687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2753688.750000 Penalty: 5010.638184
	Iteration 59Q: 3 clusters Score -2753689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2753686.500000 Penalty: 5010.638184
	Iteration 60F: 3 clusters Score -2753686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2753688.000000 Penalty: 5010.638184
	Iteration 61Q: 3 clusters Score -2753688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2753688.750000 Penalty: 5010.638184
	Iteration 62Q: 3 clusters Score -2753689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2753690.250000 Penalty: 5010.638184
	Iteration 63Q: 3 clusters Score -2753690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2753691.500000 Penalty: 5010.638184
	Iteration 64Q: 3 clusters Score -2753692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2753690.250000 Penalty: 5010.638184
	Iteration 65Q: 3 clusters Score -2753690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2753691.500000 Penalty: 5010.638184
	Iteration 66Q: 3 clusters Score -2753692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2753690.750000 Penalty: 5010.638184
	Iteration 67Q: 3 clusters Score -2753691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2753692.250000 Penalty: 5010.638184
	Iteration 68Q: 3 clusters Score -2753692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2753694.000000 Penalty: 5010.638184
	Iteration 69Q: 3 clusters Score -2753694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2753693.000000 Penalty: 5010.638184
	Iteration 70Q: 3 clusters Score -2753693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2753689.750000 Penalty: 5010.638184
	Iteration 71Q: 3 clusters Score -2753690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2753689.750000 Penalty: 5010.638184
	Iteration 72F: 3 clusters Score -2753690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -86669.164062 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -86669.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84886.523438 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -84886.52 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85255.640625 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -85255.64 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85421.914062 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -85421.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85550.039062 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -85550.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85674.445312 Penalty: 3346.220459
	Iteration 4F: 3 clusters Score -85674.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -85765.109375 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -85765.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85822.382812 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -85822.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85859.664062 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -85859.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85880.039062 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -85880.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85894.640625 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -85894.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85903.789062 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -85903.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85907.648438 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -85907.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85911.468750 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -85911.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -85912.335938 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -85912.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85914.007812 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -85914.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -85915.546875 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -85915.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85916.375000 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -85916.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85916.375000 Penalty: 3346.220459
	Iteration 17F: 3 clusters Score -85916.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Entering Unmasked Estep 
Score: -1231379.500000 Penalty: 2308.116943
	Iteration 0F: 2 clusters Score -1231380 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 5531 members 
Entering Unmasked Estep 
Score: -1222950.750000 Penalty: 4616.233887
	Iteration 0F: 3 clusters Score -1222951 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1225461.250000 Penalty: 4616.233887
	Iteration 1F: 3 clusters Score -1225461 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1225825.875000 Penalty: 4616.233887
	Iteration 2F: 3 clusters Score -1225826 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1226108.750000 Penalty: 4616.233887
	Iteration 3F: 3 clusters Score -1226109 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1226353.250000 Penalty: 4616.233887
	Iteration 4Q: 3 clusters Score -1226353 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1226563.500000 Penalty: 4616.233887
	Iteration 5Q: 3 clusters Score -1226564 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1226773.250000 Penalty: 4616.233887
	Iteration 6Q: 3 clusters Score -1226773 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1226997.000000 Penalty: 4616.233887
	Iteration 7Q: 3 clusters Score -1226997 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1227221.125000 Penalty: 4616.233887
	Iteration 8Q: 3 clusters Score -1227221 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1227446.125000 Penalty: 4616.233887
	Iteration 9Q: 3 clusters Score -1227446 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1227677.000000 Penalty: 4616.233887
	Iteration 10Q: 3 clusters Score -1227677 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1227913.500000 Penalty: 4616.233887
	Iteration 11Q: 3 clusters Score -1227914 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1228093.375000 Penalty: 4616.233887
	Iteration 12Q: 3 clusters Score -1228093 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1228212.000000 Penalty: 4616.233887
	Iteration 13Q: 3 clusters Score -1228212 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1228322.000000 Penalty: 4616.233887
	Iteration 14Q: 3 clusters Score -1228322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1228407.375000 Penalty: 4616.233887
	Iteration 15Q: 3 clusters Score -1228407 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1228472.500000 Penalty: 4616.233887
	Iteration 16Q: 3 clusters Score -1228472 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1228537.375000 Penalty: 4616.233887
	Iteration 17Q: 3 clusters Score -1228537 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1228588.125000 Penalty: 4616.233887
	Iteration 18Q: 3 clusters Score -1228588 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1228629.875000 Penalty: 4616.233887
	Iteration 19Q: 3 clusters Score -1228630 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1228660.250000 Penalty: 4616.233887
	Iteration 20F: 3 clusters Score -1228660 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1228684.375000 Penalty: 4616.233887
	Iteration 21Q: 3 clusters Score -1228684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1228703.875000 Penalty: 4616.233887
	Iteration 22Q: 3 clusters Score -1228704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1228719.625000 Penalty: 4616.233887
	Iteration 23Q: 3 clusters Score -1228720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1228736.125000 Penalty: 4616.233887
	Iteration 24Q: 3 clusters Score -1228736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1228756.750000 Penalty: 4616.233887
	Iteration 25Q: 3 clusters Score -1228757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1228776.125000 Penalty: 4616.233887
	Iteration 26Q: 3 clusters Score -1228776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1228797.125000 Penalty: 4616.233887
	Iteration 27Q: 3 clusters Score -1228797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1228821.375000 Penalty: 4616.233887
	Iteration 28Q: 3 clusters Score -1228821 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1228856.750000 Penalty: 4616.233887
	Iteration 29Q: 3 clusters Score -1228857 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1228892.125000 Penalty: 4616.233887
	Iteration 30Q: 3 clusters Score -1228892 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1228935.125000 Penalty: 4616.233887
	Iteration 31Q: 3 clusters Score -1228935 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1228972.875000 Penalty: 4616.233887
	Iteration 32Q: 3 clusters Score -1228973 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1229010.500000 Penalty: 4616.233887
	Iteration 33Q: 3 clusters Score -1229010 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1229040.625000 Penalty: 4616.233887
	Iteration 34Q: 3 clusters Score -1229041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1229066.250000 Penalty: 4616.233887
	Iteration 35Q: 3 clusters Score -1229066 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1229090.500000 Penalty: 4616.233887
	Iteration 36Q: 3 clusters Score -1229090 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1229115.375000 Penalty: 4616.233887
	Iteration 37Q: 3 clusters Score -1229115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1229147.375000 Penalty: 4616.233887
	Iteration 38Q: 3 clusters Score -1229147 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1229174.250000 Penalty: 4616.233887
	Iteration 39Q: 3 clusters Score -1229174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1229203.625000 Penalty: 4616.233887
	Iteration 40F: 3 clusters Score -1229204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1229228.875000 Penalty: 4616.233887
	Iteration 41Q: 3 clusters Score -1229229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1229259.500000 Penalty: 4616.233887
	Iteration 42Q: 3 clusters Score -1229260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1229291.750000 Penalty: 4616.233887
	Iteration 43Q: 3 clusters Score -1229292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1229312.750000 Penalty: 4616.233887
	Iteration 44Q: 3 clusters Score -1229313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1229328.750000 Penalty: 4616.233887
	Iteration 45Q: 3 clusters Score -1229329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1229347.375000 Penalty: 4616.233887
	Iteration 46Q: 3 clusters Score -1229347 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1229362.375000 Penalty: 4616.233887
	Iteration 47Q: 3 clusters Score -1229362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1229369.500000 Penalty: 4616.233887
	Iteration 48Q: 3 clusters Score -1229370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1229388.375000 Penalty: 4616.233887
	Iteration 49Q: 3 clusters Score -1229388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1229397.375000 Penalty: 4616.233887
	Iteration 50Q: 3 clusters Score -1229397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1229408.500000 Penalty: 4616.233887
	Iteration 51Q: 3 clusters Score -1229408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1229418.750000 Penalty: 4616.233887
	Iteration 52Q: 3 clusters Score -1229419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1229437.125000 Penalty: 4616.233887
	Iteration 53Q: 3 clusters Score -1229437 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1229454.375000 Penalty: 4616.233887
	Iteration 54Q: 3 clusters Score -1229454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1229465.125000 Penalty: 4616.233887
	Iteration 55Q: 3 clusters Score -1229465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1229478.125000 Penalty: 4616.233887
	Iteration 56Q: 3 clusters Score -1229478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1229494.625000 Penalty: 4616.233887
	Iteration 57Q: 3 clusters Score -1229495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1229509.250000 Penalty: 4616.233887
	Iteration 58Q: 3 clusters Score -1229509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1229515.250000 Penalty: 4616.233887
	Iteration 59Q: 3 clusters Score -1229515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1229521.250000 Penalty: 4616.233887
	Iteration 60F: 3 clusters Score -1229521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1229531.250000 Penalty: 4616.233887
	Iteration 61Q: 3 clusters Score -1229531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1229538.125000 Penalty: 4616.233887
	Iteration 62Q: 3 clusters Score -1229538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1229547.500000 Penalty: 4616.233887
	Iteration 63Q: 3 clusters Score -1229548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1229556.625000 Penalty: 4616.233887
	Iteration 64Q: 3 clusters Score -1229557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1229570.375000 Penalty: 4616.233887
	Iteration 65Q: 3 clusters Score -1229570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1229577.250000 Penalty: 4616.233887
	Iteration 66Q: 3 clusters Score -1229577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1229586.625000 Penalty: 4616.233887
	Iteration 67Q: 3 clusters Score -1229587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1229593.375000 Penalty: 4616.233887
	Iteration 68Q: 3 clusters Score -1229593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1229601.250000 Penalty: 4616.233887
	Iteration 69Q: 3 clusters Score -1229601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1229605.875000 Penalty: 4616.233887
	Iteration 70Q: 3 clusters Score -1229606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1229614.125000 Penalty: 4616.233887
	Iteration 71Q: 3 clusters Score -1229614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1229622.000000 Penalty: 4616.233887
	Iteration 72Q: 3 clusters Score -1229622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1229629.625000 Penalty: 4616.233887
	Iteration 73Q: 3 clusters Score -1229630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1229634.375000 Penalty: 4616.233887
	Iteration 74Q: 3 clusters Score -1229634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1229644.375000 Penalty: 4616.233887
	Iteration 75Q: 3 clusters Score -1229644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1229652.000000 Penalty: 4616.233887
	Iteration 76Q: 3 clusters Score -1229652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1229654.750000 Penalty: 4616.233887
	Iteration 77Q: 3 clusters Score -1229655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1229665.125000 Penalty: 4616.233887
	Iteration 78Q: 3 clusters Score -1229665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1229668.500000 Penalty: 4616.233887
	Iteration 79Q: 3 clusters Score -1229668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1229677.500000 Penalty: 4616.233887
	Iteration 80F: 3 clusters Score -1229678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1229680.375000 Penalty: 4616.233887
	Iteration 81Q: 3 clusters Score -1229680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1229688.000000 Penalty: 4616.233887
	Iteration 82Q: 3 clusters Score -1229688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1229693.000000 Penalty: 4616.233887
	Iteration 83Q: 3 clusters Score -1229693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1229697.750000 Penalty: 4616.233887
	Iteration 84Q: 3 clusters Score -1229698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1229698.500000 Penalty: 4616.233887
	Iteration 85Q: 3 clusters Score -1229698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1229697.750000 Penalty: 4616.233887
	Iteration 86Q: 3 clusters Score -1229698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1229699.625000 Penalty: 4616.233887
	Iteration 87Q: 3 clusters Score -1229700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1229699.750000 Penalty: 4616.233887
	Iteration 88Q: 3 clusters Score -1229700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1229701.000000 Penalty: 4616.233887
	Iteration 89Q: 3 clusters Score -1229701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1229702.125000 Penalty: 4616.233887
	Iteration 90Q: 3 clusters Score -1229702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1229700.125000 Penalty: 4616.233887
	Iteration 91Q: 3 clusters Score -1229700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1229701.750000 Penalty: 4616.233887
	Iteration 92Q: 3 clusters Score -1229702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1229701.375000 Penalty: 4616.233887
	Iteration 93Q: 3 clusters Score -1229701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1229702.625000 Penalty: 4616.233887
	Iteration 94Q: 3 clusters Score -1229703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1229703.125000 Penalty: 4616.233887
	Iteration 95Q: 3 clusters Score -1229703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1229703.375000 Penalty: 4616.233887
	Iteration 96Q: 3 clusters Score -1229703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1229702.500000 Penalty: 4616.233887
	Iteration 97Q: 3 clusters Score -1229702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1229703.000000 Penalty: 4616.233887
	Iteration 98Q: 3 clusters Score -1229703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1229704.250000 Penalty: 4616.233887
	Iteration 99Q: 3 clusters Score -1229704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1229703.500000 Penalty: 4616.233887
	Iteration 100F: 3 clusters Score -1229704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1229701.875000 Penalty: 4616.233887
	Iteration 101Q: 3 clusters Score -1229702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1229701.625000 Penalty: 4616.233887
	Iteration 102Q: 3 clusters Score -1229702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1229707.250000 Penalty: 4616.233887
	Iteration 103Q: 3 clusters Score -1229707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1229706.250000 Penalty: 4616.233887
	Iteration 104Q: 3 clusters Score -1229706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1229705.750000 Penalty: 4616.233887
	Iteration 105Q: 3 clusters Score -1229706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1229706.000000 Penalty: 4616.233887
	Iteration 106Q: 3 clusters Score -1229706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1229707.750000 Penalty: 4616.233887
	Iteration 107Q: 3 clusters Score -1229708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1229704.000000 Penalty: 4616.233887
	Iteration 108Q: 3 clusters Score -1229704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1229705.500000 Penalty: 4616.233887
	Iteration 109Q: 3 clusters Score -1229706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1229706.750000 Penalty: 4616.233887
	Iteration 110Q: 3 clusters Score -1229707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1229706.750000 Penalty: 4616.233887
	Iteration 111F: 3 clusters Score -1229707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Entering Unmasked Estep 
Score: -1375909.750000 Penalty: 2338.808594
	Iteration 0F: 2 clusters Score -1375910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1366734.500000 Penalty: 4677.617188
	Iteration 0F: 3 clusters Score -1366734 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1369809.375000 Penalty: 4677.617188
	Iteration 1F: 3 clusters Score -1369809 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1370523.750000 Penalty: 4677.617188
	Iteration 2F: 3 clusters Score -1370524 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1371236.250000 Penalty: 4677.617188
	Iteration 3F: 3 clusters Score -1371236 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1372005.750000 Penalty: 4677.617188
	Iteration 4F: 3 clusters Score -1372006 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1372736.500000 Penalty: 4677.617188
	Iteration 5F: 3 clusters Score -1372736 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1373294.500000 Penalty: 4677.617188
	Iteration 6F: 3 clusters Score -1373294 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1373678.250000 Penalty: 4677.617188
	Iteration 7Q: 3 clusters Score -1373678 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1373941.375000 Penalty: 4677.617188
	Iteration 8Q: 3 clusters Score -1373941 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1374125.375000 Penalty: 4677.617188
	Iteration 9Q: 3 clusters Score -1374125 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1374285.375000 Penalty: 4677.617188
	Iteration 10Q: 3 clusters Score -1374285 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1374419.625000 Penalty: 4677.617188
	Iteration 11Q: 3 clusters Score -1374420 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1374529.500000 Penalty: 4677.617188
	Iteration 12Q: 3 clusters Score -1374530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1374630.000000 Penalty: 4677.617188
	Iteration 13Q: 3 clusters Score -1374630 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1374722.125000 Penalty: 4677.617188
	Iteration 14Q: 3 clusters Score -1374722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1374794.000000 Penalty: 4677.617188
	Iteration 15Q: 3 clusters Score -1374794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1374846.875000 Penalty: 4677.617188
	Iteration 16Q: 3 clusters Score -1374847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1374891.500000 Penalty: 4677.617188
	Iteration 17Q: 3 clusters Score -1374892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1374924.250000 Penalty: 4677.617188
	Iteration 18Q: 3 clusters Score -1374924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1374960.250000 Penalty: 4677.617188
	Iteration 19Q: 3 clusters Score -1374960 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -1374982.250000 Penalty: 4677.617188
	Iteration 20F: 3 clusters Score -1374982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1374997.625000 Penalty: 4677.617188
	Iteration 21Q: 3 clusters Score -1374998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1375016.875000 Penalty: 4677.617188
	Iteration 22Q: 3 clusters Score -1375017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1375026.250000 Penalty: 4677.617188
	Iteration 23Q: 3 clusters Score -1375026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1375032.875000 Penalty: 4677.617188
	Iteration 24Q: 3 clusters Score -1375033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1375041.750000 Penalty: 4677.617188
	Iteration 25Q: 3 clusters Score -1375042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1375045.500000 Penalty: 4677.617188
	Iteration 26Q: 3 clusters Score -1375046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1375053.000000 Penalty: 4677.617188
	Iteration 27Q: 3 clusters Score -1375053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1375059.125000 Penalty: 4677.617188
	Iteration 28Q: 3 clusters Score -1375059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1375068.875000 Penalty: 4677.617188
	Iteration 29Q: 3 clusters Score -1375069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1375073.125000 Penalty: 4677.617188
	Iteration 30Q: 3 clusters Score -1375073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1375077.750000 Penalty: 4677.617188
	Iteration 31Q: 3 clusters Score -1375078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1375085.125000 Penalty: 4677.617188
	Iteration 32Q: 3 clusters Score -1375085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1375090.750000 Penalty: 4677.617188
	Iteration 33Q: 3 clusters Score -1375091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1375101.375000 Penalty: 4677.617188
	Iteration 34Q: 3 clusters Score -1375101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1375103.500000 Penalty: 4677.617188
	Iteration 35Q: 3 clusters Score -1375104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1375106.750000 Penalty: 4677.617188
	Iteration 36Q: 3 clusters Score -1375107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1375111.375000 Penalty: 4677.617188
	Iteration 37Q: 3 clusters Score -1375111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1375112.125000 Penalty: 4677.617188
	Iteration 38Q: 3 clusters Score -1375112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1375115.125000 Penalty: 4677.617188
	Iteration 39Q: 3 clusters Score -1375115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1375115.500000 Penalty: 4677.617188
	Iteration 40F: 3 clusters Score -1375116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Entering Unmasked Estep 
Score: -1760958.375000 Penalty: 2382.494141
	Iteration 0F: 2 clusters Score -1760958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1750181.000000 Penalty: 4764.988281
	Iteration 0F: 3 clusters Score -1750181 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1753664.125000 Penalty: 4764.988281
	Iteration 1F: 3 clusters Score -1753664 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1754213.500000 Penalty: 4764.988281
	Iteration 2F: 3 clusters Score -1754214 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1754768.250000 Penalty: 4764.988281
	Iteration 3F: 3 clusters Score -1754768 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1755372.125000 Penalty: 4764.988281
	Iteration 4F: 3 clusters Score -1755372 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1755921.625000 Penalty: 4764.988281
	Iteration 5F: 3 clusters Score -1755922 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1756346.750000 Penalty: 4764.988281
	Iteration 6F: 3 clusters Score -1756347 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1756686.750000 Penalty: 4764.988281
	Iteration 7Q: 3 clusters Score -1756687 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1756981.625000 Penalty: 4764.988281
	Iteration 8Q: 3 clusters Score -1756982 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1757190.750000 Penalty: 4764.988281
	Iteration 9Q: 3 clusters Score -1757191 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1757361.625000 Penalty: 4764.988281
	Iteration 10Q: 3 clusters Score -1757362 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1757505.125000 Penalty: 4764.988281
	Iteration 11Q: 3 clusters Score -1757505 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1757650.500000 Penalty: 4764.988281
	Iteration 12Q: 3 clusters Score -1757650 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1757787.125000 Penalty: 4764.988281
	Iteration 13Q: 3 clusters Score -1757787 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1757941.125000 Penalty: 4764.988281
	Iteration 14Q: 3 clusters Score -1757941 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1758108.750000 Penalty: 4764.988281
	Iteration 15Q: 3 clusters Score -1758109 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1758269.500000 Penalty: 4764.988281
	Iteration 16Q: 3 clusters Score -1758270 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1758436.500000 Penalty: 4764.988281
	Iteration 17Q: 3 clusters Score -1758436 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1758583.875000 Penalty: 4764.988281
	Iteration 18Q: 3 clusters Score -1758584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1758699.750000 Penalty: 4764.988281
	Iteration 19Q: 3 clusters Score -1758700 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1758811.375000 Penalty: 4764.988281
	Iteration 20F: 3 clusters Score -1758811 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1758880.750000 Penalty: 4764.988281
	Iteration 21Q: 3 clusters Score -1758881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1758960.875000 Penalty: 4764.988281
	Iteration 22Q: 3 clusters Score -1758961 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1759014.375000 Penalty: 4764.988281
	Iteration 23Q: 3 clusters Score -1759014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1759044.625000 Penalty: 4764.988281
	Iteration 24Q: 3 clusters Score -1759045 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1759075.375000 Penalty: 4764.988281
	Iteration 25Q: 3 clusters Score -1759075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1759102.500000 Penalty: 4764.988281
	Iteration 26Q: 3 clusters Score -1759102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1759119.625000 Penalty: 4764.988281
	Iteration 27Q: 3 clusters Score -1759120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1759144.250000 Penalty: 4764.988281
	Iteration 28Q: 3 clusters Score -1759144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1759159.375000 Penalty: 4764.988281
	Iteration 29Q: 3 clusters Score -1759159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1759171.250000 Penalty: 4764.988281
	Iteration 30Q: 3 clusters Score -1759171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1759186.750000 Penalty: 4764.988281
	Iteration 31Q: 3 clusters Score -1759187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1759200.250000 Penalty: 4764.988281
	Iteration 32Q: 3 clusters Score -1759200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1759206.000000 Penalty: 4764.988281
	Iteration 33Q: 3 clusters Score -1759206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1759214.750000 Penalty: 4764.988281
	Iteration 34Q: 3 clusters Score -1759215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1759214.375000 Penalty: 4764.988281
	Iteration 35Q: 3 clusters Score -1759214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1759219.125000 Penalty: 4764.988281
	Iteration 36Q: 3 clusters Score -1759219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1759221.500000 Penalty: 4764.988281
	Iteration 37Q: 3 clusters Score -1759222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1759224.625000 Penalty: 4764.988281
	Iteration 38Q: 3 clusters Score -1759225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1759227.750000 Penalty: 4764.988281
	Iteration 39Q: 3 clusters Score -1759228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1759227.750000 Penalty: 4764.988281
	Iteration 40F: 3 clusters Score -1759228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1759227.875000 Penalty: 4764.988281
	Iteration 41Q: 3 clusters Score -1759228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1759227.875000 Penalty: 4764.988281
	Iteration 42F: 3 clusters Score -1759228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Entering Unmasked Estep 
Score: -1203383.250000 Penalty: 2309.150391
	Iteration 0F: 2 clusters Score -1203383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1195039.750000 Penalty: 4618.300781
	Iteration 0F: 3 clusters Score -1195040 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1197673.750000 Penalty: 4618.300781
	Iteration 1F: 3 clusters Score -1197674 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1198128.250000 Penalty: 4618.300781
	Iteration 2F: 3 clusters Score -1198128 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1198488.500000 Penalty: 4618.300781
	Iteration 3F: 3 clusters Score -1198488 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1198842.000000 Penalty: 4618.300781
	Iteration 4F: 3 clusters Score -1198842 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1199139.625000 Penalty: 4618.300781
	Iteration 5F: 3 clusters Score -1199140 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1199391.625000 Penalty: 4618.300781
	Iteration 6Q: 3 clusters Score -1199392 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1199613.875000 Penalty: 4618.300781
	Iteration 7Q: 3 clusters Score -1199614 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1199816.750000 Penalty: 4618.300781
	Iteration 8Q: 3 clusters Score -1199817 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1200032.000000 Penalty: 4618.300781
	Iteration 9Q: 3 clusters Score -1200032 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1200253.750000 Penalty: 4618.300781
	Iteration 10Q: 3 clusters Score -1200254 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1200428.625000 Penalty: 4618.300781
	Iteration 11Q: 3 clusters Score -1200429 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1200600.125000 Penalty: 4618.300781
	Iteration 12Q: 3 clusters Score -1200600 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1200781.875000 Penalty: 4618.300781
	Iteration 13Q: 3 clusters Score -1200782 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1200965.000000 Penalty: 4618.300781
	Iteration 14Q: 3 clusters Score -1200965 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1201155.500000 Penalty: 4618.300781
	Iteration 15Q: 3 clusters Score -1201156 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1201356.250000 Penalty: 4618.300781
	Iteration 16Q: 3 clusters Score -1201356 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1201573.125000 Penalty: 4618.300781
	Iteration 17Q: 3 clusters Score -1201573 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1201759.000000 Penalty: 4618.300781
	Iteration 18Q: 3 clusters Score -1201759 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1201884.750000 Penalty: 4618.300781
	Iteration 19Q: 3 clusters Score -1201885 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1201992.625000 Penalty: 4618.300781
	Iteration 20F: 3 clusters Score -1201993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1202139.000000 Penalty: 4618.300781
	Iteration 21Q: 3 clusters Score -1202139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1202265.625000 Penalty: 4618.300781
	Iteration 22Q: 3 clusters Score -1202266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1202342.500000 Penalty: 4618.300781
	Iteration 23Q: 3 clusters Score -1202342 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1202369.375000 Penalty: 4618.300781
	Iteration 24Q: 3 clusters Score -1202369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1202389.625000 Penalty: 4618.300781
	Iteration 25Q: 3 clusters Score -1202390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1202392.250000 Penalty: 4618.300781
	Iteration 26Q: 3 clusters Score -1202392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1202395.375000 Penalty: 4618.300781
	Iteration 27Q: 3 clusters Score -1202395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1202400.125000 Penalty: 4618.300781
	Iteration 28Q: 3 clusters Score -1202400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1202402.500000 Penalty: 4618.300781
	Iteration 29Q: 3 clusters Score -1202402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1202404.375000 Penalty: 4618.300781
	Iteration 30Q: 3 clusters Score -1202404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1202403.500000 Penalty: 4618.300781
	Iteration 31Q: 3 clusters Score -1202404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1202404.500000 Penalty: 4618.300781
	Iteration 32Q: 3 clusters Score -1202404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1202405.250000 Penalty: 4618.300781
	Iteration 33Q: 3 clusters Score -1202405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1202404.000000 Penalty: 4618.300781
	Iteration 34Q: 3 clusters Score -1202404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1202404.000000 Penalty: 4618.300781
	Iteration 35F: 3 clusters Score -1202404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Entering Unmasked Estep 
Score: -14275733.000000 Penalty: 2909.986816
	Iteration 0F: 2 clusters Score -1.427573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -14192486.000000 Penalty: 5819.973633
	Iteration 0F: 3 clusters Score -1.419249e+07 nChanged 59176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -14226995.000000 Penalty: 5819.973633
	Iteration 1F: 3 clusters Score -1.4227e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -14228148.000000 Penalty: 5819.973633
	Iteration 2Q: 3 clusters Score -1.422815e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -14229500.000000 Penalty: 5819.973633
	Iteration 3Q: 3 clusters Score -1.42295e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -14231397.000000 Penalty: 5819.973633
	Iteration 4Q: 3 clusters Score -1.42314e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -14233523.000000 Penalty: 5819.973633
	Iteration 5Q: 3 clusters Score -1.423352e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -14236264.000000 Penalty: 5819.973633
	Iteration 6F: 3 clusters Score -1.423626e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -14239890.000000 Penalty: 5819.973633
	Iteration 7F: 3 clusters Score -1.423989e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -14244780.000000 Penalty: 5819.973633
	Iteration 8F: 3 clusters Score -1.424478e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -14251068.000000 Penalty: 5819.973633
	Iteration 9F: 3 clusters Score -1.425107e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 107719 members 
Entering Unmasked Estep 
Score: -14258284.000000 Penalty: 5819.973633
	Iteration 10F: 3 clusters Score -1.425828e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 114995 members 
Entering Unmasked Estep 
Score: -14264719.000000 Penalty: 5819.973633
	Iteration 11F: 3 clusters Score -1.426472e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
Score: -14269150.000000 Penalty: 5819.973633
	Iteration 12Q: 3 clusters Score -1.426915e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 122713 members 
Entering Unmasked Estep 
Score: -14271586.000000 Penalty: 5819.973633
	Iteration 13Q: 3 clusters Score -1.427159e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 123777 members 
Entering Unmasked Estep 
Score: -14272540.000000 Penalty: 5819.973633
	Iteration 14Q: 3 clusters Score -1.427254e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 124158 members 
Entering Unmasked Estep 
Score: -14272858.000000 Penalty: 5819.973633
	Iteration 15Q: 3 clusters Score -1.427286e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 124294 members 
Entering Unmasked Estep 
Score: -14272989.000000 Penalty: 5819.973633
	Iteration 16Q: 3 clusters Score -1.427299e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -14273073.000000 Penalty: 5819.973633
	Iteration 17Q: 3 clusters Score -1.427307e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -14273138.000000 Penalty: 5819.973633
	Iteration 18Q: 3 clusters Score -1.427314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -14273165.000000 Penalty: 5819.973633
	Iteration 19Q: 3 clusters Score -1.427316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 124415 members 
Entering Unmasked Estep 
Score: -14273207.000000 Penalty: 5819.973633
	Iteration 20F: 3 clusters Score -1.427321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -14273222.000000 Penalty: 5819.973633
	Iteration 21Q: 3 clusters Score -1.427322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -14273250.000000 Penalty: 5819.973633
	Iteration 22Q: 3 clusters Score -1.427325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 124433 members 
Entering Unmasked Estep 
Score: -14273252.000000 Penalty: 5819.973633
	Iteration 23Q: 3 clusters Score -1.427325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -14273266.000000 Penalty: 5819.973633
	Iteration 24Q: 3 clusters Score -1.427327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -14273267.000000 Penalty: 5819.973633
	Iteration 25Q: 3 clusters Score -1.427327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 124437 members 
Entering Unmasked Estep 
Score: -14273258.000000 Penalty: 5819.973633
	Iteration 26Q: 3 clusters Score -1.427326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -14273292.000000 Penalty: 5819.973633
	Iteration 27Q: 3 clusters Score -1.427329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -14273301.000000 Penalty: 5819.973633
	Iteration 28Q: 3 clusters Score -1.42733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -14273297.000000 Penalty: 5819.973633
	Iteration 29Q: 3 clusters Score -1.42733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124444 members 
Entering Unmasked Estep 
Score: -14273297.000000 Penalty: 5819.973633
	Iteration 30Q: 3 clusters Score -1.42733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124446 members 
Entering Unmasked Estep 
Score: -14273308.000000 Penalty: 5819.973633
	Iteration 31Q: 3 clusters Score -1.427331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 124447 members 
Entering Unmasked Estep 
Score: -14273309.000000 Penalty: 5819.973633
	Iteration 32Q: 3 clusters Score -1.427331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -14273312.000000 Penalty: 5819.973633
	Iteration 33Q: 3 clusters Score -1.427331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -14273312.000000 Penalty: 5819.973633
	Iteration 34F: 3 clusters Score -1.427331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Entering Unmasked Estep 
Score: -6901590.500000 Penalty: 2726.295166
	Iteration 0F: 2 clusters Score -6901590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -6861837.500000 Penalty: 5452.590332
	Iteration 0F: 3 clusters Score -6861838 nChanged 27468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -6877363.000000 Penalty: 5452.590332
	Iteration 1F: 3 clusters Score -6877363 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -6878219.500000 Penalty: 5452.590332
	Iteration 2Q: 3 clusters Score -6878220 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6879230.000000 Penalty: 5452.590332
	Iteration 3Q: 3 clusters Score -6879230 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -6880586.500000 Penalty: 5452.590332
	Iteration 4Q: 3 clusters Score -6880586 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -6882339.000000 Penalty: 5452.590332
	Iteration 5F: 3 clusters Score -6882339 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -6884702.500000 Penalty: 5452.590332
	Iteration 6F: 3 clusters Score -6884702 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -6887752.500000 Penalty: 5452.590332
	Iteration 7F: 3 clusters Score -6887752 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -6891143.000000 Penalty: 5452.590332
	Iteration 8F: 3 clusters Score -6891143 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -6894154.500000 Penalty: 5452.590332
	Iteration 9F: 3 clusters Score -6894154 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -6896168.000000 Penalty: 5452.590332
	Iteration 10Q: 3 clusters Score -6896168 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6897500.000000 Penalty: 5452.590332
	Iteration 11Q: 3 clusters Score -6897500 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6898253.500000 Penalty: 5452.590332
	Iteration 12Q: 3 clusters Score -6898254 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6898689.500000 Penalty: 5452.590332
	Iteration 13Q: 3 clusters Score -6898690 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6898942.500000 Penalty: 5452.590332
	Iteration 14Q: 3 clusters Score -6898942 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6899090.000000 Penalty: 5452.590332
	Iteration 15Q: 3 clusters Score -6899090 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -6899197.000000 Penalty: 5452.590332
	Iteration 16Q: 3 clusters Score -6899197 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6899276.000000 Penalty: 5452.590332
	Iteration 17Q: 3 clusters Score -6899276 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6899313.500000 Penalty: 5452.590332
	Iteration 18Q: 3 clusters Score -6899314 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6899355.500000 Penalty: 5452.590332
	Iteration 19Q: 3 clusters Score -6899356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6899389.000000 Penalty: 5452.590332
	Iteration 20F: 3 clusters Score -6899389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6899419.000000 Penalty: 5452.590332
	Iteration 21Q: 3 clusters Score -6899419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6899442.000000 Penalty: 5452.590332
	Iteration 22Q: 3 clusters Score -6899442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6899453.000000 Penalty: 5452.590332
	Iteration 23Q: 3 clusters Score -6899453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6899466.500000 Penalty: 5452.590332
	Iteration 24Q: 3 clusters Score -6899466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6899469.000000 Penalty: 5452.590332
	Iteration 25Q: 3 clusters Score -6899469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6899474.000000 Penalty: 5452.590332
	Iteration 26Q: 3 clusters Score -6899474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -6899474.500000 Penalty: 5452.590332
	Iteration 27Q: 3 clusters Score -6899474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6899478.500000 Penalty: 5452.590332
	Iteration 28Q: 3 clusters Score -6899478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6899479.000000 Penalty: 5452.590332
	Iteration 29Q: 3 clusters Score -6899479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6899474.000000 Penalty: 5452.590332
	Iteration 30Q: 3 clusters Score -6899474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6899486.000000 Penalty: 5452.590332
	Iteration 31Q: 3 clusters Score -6899486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6899485.000000 Penalty: 5452.590332
	Iteration 32Q: 3 clusters Score -6899485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -6899492.500000 Penalty: 5452.590332
	Iteration 33Q: 3 clusters Score -6899492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6899498.500000 Penalty: 5452.590332
	Iteration 34Q: 3 clusters Score -6899498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -6899494.500000 Penalty: 5452.590332
	Iteration 35Q: 3 clusters Score -6899494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6899498.500000 Penalty: 5452.590332
	Iteration 36Q: 3 clusters Score -6899498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6899500.500000 Penalty: 5452.590332
	Iteration 37Q: 3 clusters Score -6899500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6899499.000000 Penalty: 5452.590332
	Iteration 38Q: 3 clusters Score -6899499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6899495.500000 Penalty: 5452.590332
	Iteration 39Q: 3 clusters Score -6899496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6899497.000000 Penalty: 5452.590332
	Iteration 40F: 3 clusters Score -6899497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6899499.500000 Penalty: 5452.590332
	Iteration 41Q: 3 clusters Score -6899500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58476 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6899500.500000 Penalty: 5452.590332
	Iteration 42Q: 3 clusters Score -6899500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6899504.500000 Penalty: 5452.590332
	Iteration 43Q: 3 clusters Score -6899504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6899507.000000 Penalty: 5452.590332
	Iteration 44Q: 3 clusters Score -6899507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6899509.500000 Penalty: 5452.590332
	Iteration 45Q: 3 clusters Score -6899510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6899508.000000 Penalty: 5452.590332
	Iteration 46Q: 3 clusters Score -6899508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -6899506.000000 Penalty: 5452.590332
	Iteration 47Q: 3 clusters Score -6899506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6899504.000000 Penalty: 5452.590332
	Iteration 48Q: 3 clusters Score -6899504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6899504.000000 Penalty: 5452.590332
	Iteration 49F: 3 clusters Score -6899504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Entering Unmasked Estep 
Score: -6820583.000000 Penalty: 2722.259033
	Iteration 0F: 2 clusters Score -6820583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -6781355.500000 Penalty: 5444.518066
	Iteration 0F: 3 clusters Score -6781356 nChanged 27110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -6796478.500000 Penalty: 5444.518066
	Iteration 1F: 3 clusters Score -6796478 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -6797425.500000 Penalty: 5444.518066
	Iteration 2Q: 3 clusters Score -6797426 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -6798611.500000 Penalty: 5444.518066
	Iteration 3Q: 3 clusters Score -6798612 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -6800160.500000 Penalty: 5444.518066
	Iteration 4F: 3 clusters Score -6800160 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -6802073.500000 Penalty: 5444.518066
	Iteration 5F: 3 clusters Score -6802074 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -6804325.500000 Penalty: 5444.518066
	Iteration 6F: 3 clusters Score -6804326 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -6806800.500000 Penalty: 5444.518066
	Iteration 7F: 3 clusters Score -6806800 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6809504.000000 Penalty: 5444.518066
	Iteration 8F: 3 clusters Score -6809504 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -6812034.500000 Penalty: 5444.518066
	Iteration 9F: 3 clusters Score -6812034 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -6814301.500000 Penalty: 5444.518066
	Iteration 10Q: 3 clusters Score -6814302 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -6815982.000000 Penalty: 5444.518066
	Iteration 11Q: 3 clusters Score -6815982 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -6817006.500000 Penalty: 5444.518066
	Iteration 12Q: 3 clusters Score -6817006 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -6817569.500000 Penalty: 5444.518066
	Iteration 13Q: 3 clusters Score -6817570 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -6817842.500000 Penalty: 5444.518066
	Iteration 14Q: 3 clusters Score -6817842 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -6817975.000000 Penalty: 5444.518066
	Iteration 15Q: 3 clusters Score -6817975 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -6818044.500000 Penalty: 5444.518066
	Iteration 16Q: 3 clusters Score -6818044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -6818107.500000 Penalty: 5444.518066
	Iteration 17Q: 3 clusters Score -6818108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 58120 members 
Entering Unmasked Estep 
Score: -6818156.000000 Penalty: 5444.518066
	Iteration 18Q: 3 clusters Score -6818156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -6818186.500000 Penalty: 5444.518066
	Iteration 19Q: 3 clusters Score -6818186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -6818196.500000 Penalty: 5444.518066
	Iteration 20F: 3 clusters Score -6818196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -6818206.000000 Penalty: 5444.518066
	Iteration 21Q: 3 clusters Score -6818206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -6818205.500000 Penalty: 5444.518066
	Iteration 22Q: 3 clusters Score -6818206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 58156 members 
Entering Unmasked Estep 
Score: -6818208.000000 Penalty: 5444.518066
	Iteration 23Q: 3 clusters Score -6818208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 58158 members 
Entering Unmasked Estep 
Score: -6818201.500000 Penalty: 5444.518066
	Iteration 24Q: 3 clusters Score -6818202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -6818215.000000 Penalty: 5444.518066
	Iteration 25Q: 3 clusters Score -6818215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -6818214.500000 Penalty: 5444.518066
	Iteration 26Q: 3 clusters Score -6818214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -6818214.500000 Penalty: 5444.518066
	Iteration 27F: 3 clusters Score -6818214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -649391.500000 Penalty: 2153.647705
	Iteration 0F: 2 clusters Score -649391.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -644327.625000 Penalty: 4307.295410
	Iteration 0F: 3 clusters Score -644327.6 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -645756.562500 Penalty: 4307.295410
	Iteration 1F: 3 clusters Score -645756.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -646051.125000 Penalty: 4307.295410
	Iteration 2F: 3 clusters Score -646051.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -646222.250000 Penalty: 4307.295410
	Iteration 3F: 3 clusters Score -646222.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -646353.312500 Penalty: 4307.295410
	Iteration 4Q: 3 clusters Score -646353.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -646443.437500 Penalty: 4307.295410
	Iteration 5Q: 3 clusters Score -646443.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -646507.875000 Penalty: 4307.295410
	Iteration 6Q: 3 clusters Score -646507.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -646559.812500 Penalty: 4307.295410
	Iteration 7Q: 3 clusters Score -646559.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -646598.375000 Penalty: 4307.295410
	Iteration 8Q: 3 clusters Score -646598.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -646630.812500 Penalty: 4307.295410
	Iteration 9Q: 3 clusters Score -646630.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -646655.500000 Penalty: 4307.295410
	Iteration 10Q: 3 clusters Score -646655.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -646678.500000 Penalty: 4307.295410
	Iteration 11Q: 3 clusters Score -646678.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -646705.875000 Penalty: 4307.295410
	Iteration 12Q: 3 clusters Score -646705.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -646742.437500 Penalty: 4307.295410
	Iteration 13Q: 3 clusters Score -646742.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -646780.812500 Penalty: 4307.295410
	Iteration 14Q: 3 clusters Score -646780.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -646821.812500 Penalty: 4307.295410
	Iteration 15Q: 3 clusters Score -646821.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -646871.000000 Penalty: 4307.295410
	Iteration 16Q: 3 clusters Score -646871 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -646916.875000 Penalty: 4307.295410
	Iteration 17Q: 3 clusters Score -646916.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -646954.875000 Penalty: 4307.295410
	Iteration 18Q: 3 clusters Score -646954.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -646994.187500 Penalty: 4307.295410
	Iteration 19Q: 3 clusters Score -646994.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -647035.062500 Penalty: 4307.295410
	Iteration 20F: 3 clusters Score -647035.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -647084.562500 Penalty: 4307.295410
	Iteration 21Q: 3 clusters Score -647084.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -647140.312500 Penalty: 4307.295410
	Iteration 22Q: 3 clusters Score -647140.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -647190.687500 Penalty: 4307.295410
	Iteration 23Q: 3 clusters Score -647190.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -647225.875000 Penalty: 4307.295410
	Iteration 24Q: 3 clusters Score -647225.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -647270.000000 Penalty: 4307.295410
	Iteration 25Q: 3 clusters Score -647270 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -647305.750000 Penalty: 4307.295410
	Iteration 26Q: 3 clusters Score -647305.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -647330.750000 Penalty: 4307.295410
	Iteration 27Q: 3 clusters Score -647330.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -647352.437500 Penalty: 4307.295410
	Iteration 28Q: 3 clusters Score -647352.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -647370.937500 Penalty: 4307.295410
	Iteration 29Q: 3 clusters Score -647370.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -647387.812500 Penalty: 4307.295410
	Iteration 30Q: 3 clusters Score -647387.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -647404.125000 Penalty: 4307.295410
	Iteration 31Q: 3 clusters Score -647404.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -647421.062500 Penalty: 4307.295410
	Iteration 32Q: 3 clusters Score -647421.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -647445.312500 Penalty: 4307.295410
	Iteration 33Q: 3 clusters Score -647445.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -647467.187500 Penalty: 4307.295410
	Iteration 34Q: 3 clusters Score -647467.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -647491.125000 Penalty: 4307.295410
	Iteration 35Q: 3 clusters Score -647491.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -647510.125000 Penalty: 4307.295410
	Iteration 36Q: 3 clusters Score -647510.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -647532.187500 Penalty: 4307.295410
	Iteration 37Q: 3 clusters Score -647532.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -647546.687500 Penalty: 4307.295410
	Iteration 38Q: 3 clusters Score -647546.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -647565.062500 Penalty: 4307.295410
	Iteration 39Q: 3 clusters Score -647565.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -647577.687500 Penalty: 4307.295410
	Iteration 40F: 3 clusters Score -647577.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -647592.750000 Penalty: 4307.295410
	Iteration 41Q: 3 clusters Score -647592.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -647605.312500 Penalty: 4307.295410
	Iteration 42Q: 3 clusters Score -647605.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -647615.000000 Penalty: 4307.295410
	Iteration 43Q: 3 clusters Score -647615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -647634.062500 Penalty: 4307.295410
	Iteration 44Q: 3 clusters Score -647634.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -647647.187500 Penalty: 4307.295410
	Iteration 45Q: 3 clusters Score -647647.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -647659.687500 Penalty: 4307.295410
	Iteration 46Q: 3 clusters Score -647659.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -647670.812500 Penalty: 4307.295410
	Iteration 47Q: 3 clusters Score -647670.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -647679.875000 Penalty: 4307.295410
	Iteration 48Q: 3 clusters Score -647679.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -647685.875000 Penalty: 4307.295410
	Iteration 49Q: 3 clusters Score -647685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -647693.000000 Penalty: 4307.295410
	Iteration 50Q: 3 clusters Score -647693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -647699.250000 Penalty: 4307.295410
	Iteration 51Q: 3 clusters Score -647699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -647701.250000 Penalty: 4307.295410
	Iteration 52Q: 3 clusters Score -647701.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -647704.437500 Penalty: 4307.295410
	Iteration 53Q: 3 clusters Score -647704.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -647712.625000 Penalty: 4307.295410
	Iteration 54Q: 3 clusters Score -647712.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -647722.687500 Penalty: 4307.295410
	Iteration 55Q: 3 clusters Score -647722.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -647732.500000 Penalty: 4307.295410
	Iteration 56Q: 3 clusters Score -647732.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -647744.000000 Penalty: 4307.295410
	Iteration 57Q: 3 clusters Score -647744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -647753.250000 Penalty: 4307.295410
	Iteration 58Q: 3 clusters Score -647753.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -647762.375000 Penalty: 4307.295410
	Iteration 59Q: 3 clusters Score -647762.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -647771.250000 Penalty: 4307.295410
	Iteration 60F: 3 clusters Score -647771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -647774.812500 Penalty: 4307.295410
	Iteration 61Q: 3 clusters Score -647774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -647777.375000 Penalty: 4307.295410
	Iteration 62Q: 3 clusters Score -647777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -647781.312500 Penalty: 4307.295410
	Iteration 63Q: 3 clusters Score -647781.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -647783.812500 Penalty: 4307.295410
	Iteration 64Q: 3 clusters Score -647783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -647785.437500 Penalty: 4307.295410
	Iteration 65Q: 3 clusters Score -647785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -647786.750000 Penalty: 4307.295410
	Iteration 66Q: 3 clusters Score -647786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -647790.125000 Penalty: 4307.295410
	Iteration 67Q: 3 clusters Score -647790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -647792.500000 Penalty: 4307.295410
	Iteration 68Q: 3 clusters Score -647792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -647794.187500 Penalty: 4307.295410
	Iteration 69Q: 3 clusters Score -647794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -647795.750000 Penalty: 4307.295410
	Iteration 70Q: 3 clusters Score -647795.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -647796.250000 Penalty: 4307.295410
	Iteration 71Q: 3 clusters Score -647796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -647798.437500 Penalty: 4307.295410
	Iteration 72Q: 3 clusters Score -647798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -647799.312500 Penalty: 4307.295410
	Iteration 73Q: 3 clusters Score -647799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -647800.437500 Penalty: 4307.295410
	Iteration 74Q: 3 clusters Score -647800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -647801.687500 Penalty: 4307.295410
	Iteration 75Q: 3 clusters Score -647801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -647802.312500 Penalty: 4307.295410
	Iteration 76Q: 3 clusters Score -647802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -647805.125000 Penalty: 4307.295410
	Iteration 77Q: 3 clusters Score -647805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -647807.875000 Penalty: 4307.295410
	Iteration 78Q: 3 clusters Score -647807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -647809.375000 Penalty: 4307.295410
	Iteration 79Q: 3 clusters Score -647809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -647811.125000 Penalty: 4307.295410
	Iteration 80F: 3 clusters Score -647811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -647811.750000 Penalty: 4307.295410
	Iteration 81Q: 3 clusters Score -647811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -647812.312500 Penalty: 4307.295410
	Iteration 82Q: 3 clusters Score -647812.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -647813.375000 Penalty: 4307.295410
	Iteration 83Q: 3 clusters Score -647813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -647813.437500 Penalty: 4307.295410
	Iteration 84Q: 3 clusters Score -647813.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -647814.375000 Penalty: 4307.295410
	Iteration 85Q: 3 clusters Score -647814.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -647814.562500 Penalty: 4307.295410
	Iteration 86Q: 3 clusters Score -647814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -647815.312500 Penalty: 4307.295410
	Iteration 87Q: 3 clusters Score -647815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -647816.562500 Penalty: 4307.295410
	Iteration 88Q: 3 clusters Score -647816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -647816.250000 Penalty: 4307.295410
	Iteration 89Q: 3 clusters Score -647816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -647816.750000 Penalty: 4307.295410
	Iteration 90Q: 3 clusters Score -647816.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -647817.375000 Penalty: 4307.295410
	Iteration 91Q: 3 clusters Score -647817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -647818.125000 Penalty: 4307.295410
	Iteration 92Q: 3 clusters Score -647818.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -647819.562500 Penalty: 4307.295410
	Iteration 93Q: 3 clusters Score -647819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -647821.187500 Penalty: 4307.295410
	Iteration 94Q: 3 clusters Score -647821.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -647825.312500 Penalty: 4307.295410
	Iteration 95Q: 3 clusters Score -647825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -647827.187500 Penalty: 4307.295410
	Iteration 96Q: 3 clusters Score -647827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -647831.000000 Penalty: 4307.295410
	Iteration 97Q: 3 clusters Score -647831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -647835.375000 Penalty: 4307.295410
	Iteration 98Q: 3 clusters Score -647835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -647839.125000 Penalty: 4307.295410
	Iteration 99Q: 3 clusters Score -647839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -647841.187500 Penalty: 4307.295410
	Iteration 100F: 3 clusters Score -647841.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -647842.062500 Penalty: 4307.295410
	Iteration 101Q: 3 clusters Score -647842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -647842.750000 Penalty: 4307.295410
	Iteration 102Q: 3 clusters Score -647842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -647842.250000 Penalty: 4307.295410
	Iteration 103Q: 3 clusters Score -647842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -647844.750000 Penalty: 4307.295410
	Iteration 104Q: 3 clusters Score -647844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -647845.625000 Penalty: 4307.295410
	Iteration 105Q: 3 clusters Score -647845.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -647846.562500 Penalty: 4307.295410
	Iteration 106Q: 3 clusters Score -647846.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -647846.562500 Penalty: 4307.295410
	Iteration 107F: 3 clusters Score -647846.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Entering Unmasked Estep 
Score: -746237.750000 Penalty: 2193.788574
	Iteration 0F: 2 clusters Score -746237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -740566.125000 Penalty: 4387.577148
	Iteration 0F: 3 clusters Score -740566.1 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -742373.500000 Penalty: 4387.577148
	Iteration 1F: 3 clusters Score -742373.5 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -743009.437500 Penalty: 4387.577148
	Iteration 2F: 3 clusters Score -743009.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -743717.000000 Penalty: 4387.577148
	Iteration 3F: 3 clusters Score -743717 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -744369.250000 Penalty: 4387.577148
	Iteration 4F: 3 clusters Score -744369.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -744818.562500 Penalty: 4387.577148
	Iteration 5F: 3 clusters Score -744818.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -745176.062500 Penalty: 4387.577148
	Iteration 6F: 3 clusters Score -745176.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -745438.687500 Penalty: 4387.577148
	Iteration 7Q: 3 clusters Score -745438.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -745620.250000 Penalty: 4387.577148
	Iteration 8Q: 3 clusters Score -745620.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -745724.625000 Penalty: 4387.577148
	Iteration 9Q: 3 clusters Score -745724.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -745784.812500 Penalty: 4387.577148
	Iteration 10Q: 3 clusters Score -745784.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -745821.750000 Penalty: 4387.577148
	Iteration 11Q: 3 clusters Score -745821.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -745845.875000 Penalty: 4387.577148
	Iteration 12Q: 3 clusters Score -745845.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -745871.750000 Penalty: 4387.577148
	Iteration 13Q: 3 clusters Score -745871.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -745883.625000 Penalty: 4387.577148
	Iteration 14Q: 3 clusters Score -745883.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -745897.125000 Penalty: 4387.577148
	Iteration 15Q: 3 clusters Score -745897.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -745906.000000 Penalty: 4387.577148
	Iteration 16Q: 3 clusters Score -745906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -745916.000000 Penalty: 4387.577148
	Iteration 17Q: 3 clusters Score -745916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -745922.062500 Penalty: 4387.577148
	Iteration 18Q: 3 clusters Score -745922.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -745925.687500 Penalty: 4387.577148
	Iteration 19Q: 3 clusters Score -745925.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -745930.375000 Penalty: 4387.577148
	Iteration 20F: 3 clusters Score -745930.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -745932.187500 Penalty: 4387.577148
	Iteration 21Q: 3 clusters Score -745932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -745935.437500 Penalty: 4387.577148
	Iteration 22Q: 3 clusters Score -745935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -745936.375000 Penalty: 4387.577148
	Iteration 23Q: 3 clusters Score -745936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -745938.937500 Penalty: 4387.577148
	Iteration 24Q: 3 clusters Score -745938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -745942.500000 Penalty: 4387.577148
	Iteration 25Q: 3 clusters Score -745942.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -745942.312500 Penalty: 4387.577148
	Iteration 26Q: 3 clusters Score -745942.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -745943.125000 Penalty: 4387.577148
	Iteration 27Q: 3 clusters Score -745943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -745944.875000 Penalty: 4387.577148
	Iteration 28Q: 3 clusters Score -745944.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -745944.187500 Penalty: 4387.577148
	Iteration 29Q: 3 clusters Score -745944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -745943.812500 Penalty: 4387.577148
	Iteration 30Q: 3 clusters Score -745943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -745943.812500 Penalty: 4387.577148
	Iteration 31F: 3 clusters Score -745943.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Entering Unmasked Estep 
Score: -1377448.750000 Penalty: 2330.246826
	Iteration 0F: 2 clusters Score -1377449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1368467.875000 Penalty: 4660.493652
	Iteration 0F: 3 clusters Score -1368468 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1371507.250000 Penalty: 4660.493652
	Iteration 1F: 3 clusters Score -1371507 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1372353.125000 Penalty: 4660.493652
	Iteration 2F: 3 clusters Score -1372353 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1373277.250000 Penalty: 4660.493652
	Iteration 3F: 3 clusters Score -1373277 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1374100.750000 Penalty: 4660.493652
	Iteration 4F: 3 clusters Score -1374101 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1374806.500000 Penalty: 4660.493652
	Iteration 5F: 3 clusters Score -1374806 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1375368.000000 Penalty: 4660.493652
	Iteration 6F: 3 clusters Score -1375368 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1375793.125000 Penalty: 4660.493652
	Iteration 7Q: 3 clusters Score -1375793 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1376076.500000 Penalty: 4660.493652
	Iteration 8Q: 3 clusters Score -1376076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1376244.125000 Penalty: 4660.493652
	Iteration 9Q: 3 clusters Score -1376244 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1376316.500000 Penalty: 4660.493652
	Iteration 10Q: 3 clusters Score -1376316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1376350.375000 Penalty: 4660.493652
	Iteration 11Q: 3 clusters Score -1376350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1376368.750000 Penalty: 4660.493652
	Iteration 12Q: 3 clusters Score -1376369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1376374.875000 Penalty: 4660.493652
	Iteration 13Q: 3 clusters Score -1376375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1376376.375000 Penalty: 4660.493652
	Iteration 14Q: 3 clusters Score -1376376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1376386.625000 Penalty: 4660.493652
	Iteration 15Q: 3 clusters Score -1376387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1376384.875000 Penalty: 4660.493652
	Iteration 16Q: 3 clusters Score -1376385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1376389.250000 Penalty: 4660.493652
	Iteration 17Q: 3 clusters Score -1376389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1376391.625000 Penalty: 4660.493652
	Iteration 18Q: 3 clusters Score -1376392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1376390.625000 Penalty: 4660.493652
	Iteration 19Q: 3 clusters Score -1376391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1376393.250000 Penalty: 4660.493652
	Iteration 20F: 3 clusters Score -1376393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1376396.000000 Penalty: 4660.493652
	Iteration 21Q: 3 clusters Score -1376396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1376399.875000 Penalty: 4660.493652
	Iteration 22Q: 3 clusters Score -1376400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1376396.250000 Penalty: 4660.493652
	Iteration 23Q: 3 clusters Score -1376396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1376397.875000 Penalty: 4660.493652
	Iteration 24Q: 3 clusters Score -1376398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1376401.250000 Penalty: 4660.493652
	Iteration 25Q: 3 clusters Score -1376401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1376400.875000 Penalty: 4660.493652
	Iteration 26Q: 3 clusters Score -1376401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1376400.875000 Penalty: 4660.493652
	Iteration 27F: 3 clusters Score -1376401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Entering Unmasked Estep 
Score: -3346147.000000 Penalty: 2541.837402
	Iteration 0F: 2 clusters Score -3346147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3326748.500000 Penalty: 5083.674805
	Iteration 0F: 3 clusters Score -3326748 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3333655.750000 Penalty: 5083.674805
	Iteration 1F: 3 clusters Score -3333656 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3334097.250000 Penalty: 5083.674805
	Iteration 2Q: 3 clusters Score -3334097 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3334503.750000 Penalty: 5083.674805
	Iteration 3Q: 3 clusters Score -3334504 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3334931.250000 Penalty: 5083.674805
	Iteration 4Q: 3 clusters Score -3334931 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3335448.500000 Penalty: 5083.674805
	Iteration 5Q: 3 clusters Score -3335448 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3336009.000000 Penalty: 5083.674805
	Iteration 6Q: 3 clusters Score -3336009 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3336719.500000 Penalty: 5083.674805
	Iteration 7Q: 3 clusters Score -3336720 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3337483.000000 Penalty: 5083.674805
	Iteration 8F: 3 clusters Score -3337483 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3338279.000000 Penalty: 5083.674805
	Iteration 9Q: 3 clusters Score -3338279 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3338975.500000 Penalty: 5083.674805
	Iteration 10Q: 3 clusters Score -3338976 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3339512.250000 Penalty: 5083.674805
	Iteration 11Q: 3 clusters Score -3339512 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -3339913.000000 Penalty: 5083.674805
	Iteration 12Q: 3 clusters Score -3339913 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3340183.250000 Penalty: 5083.674805
	Iteration 13Q: 3 clusters Score -3340183 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3340333.750000 Penalty: 5083.674805
	Iteration 14Q: 3 clusters Score -3340334 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3340432.000000 Penalty: 5083.674805
	Iteration 15Q: 3 clusters Score -3340432 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3340517.750000 Penalty: 5083.674805
	Iteration 16Q: 3 clusters Score -3340518 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3340546.250000 Penalty: 5083.674805
	Iteration 17Q: 3 clusters Score -3340546 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3340577.500000 Penalty: 5083.674805
	Iteration 18Q: 3 clusters Score -3340578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3340598.250000 Penalty: 5083.674805
	Iteration 19Q: 3 clusters Score -3340598 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3340633.750000 Penalty: 5083.674805
	Iteration 20F: 3 clusters Score -3340634 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3340670.000000 Penalty: 5083.674805
	Iteration 21Q: 3 clusters Score -3340670 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3340690.500000 Penalty: 5083.674805
	Iteration 22Q: 3 clusters Score -3340690 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3340713.000000 Penalty: 5083.674805
	Iteration 23Q: 3 clusters Score -3340713 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -3340738.750000 Penalty: 5083.674805
	Iteration 24Q: 3 clusters Score -3340739 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3340760.250000 Penalty: 5083.674805
	Iteration 25Q: 3 clusters Score -3340760 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3340789.000000 Penalty: 5083.674805
	Iteration 26Q: 3 clusters Score -3340789 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -3340814.500000 Penalty: 5083.674805
	Iteration 27Q: 3 clusters Score -3340814 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3340829.500000 Penalty: 5083.674805
	Iteration 28Q: 3 clusters Score -3340830 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -3340849.000000 Penalty: 5083.674805
	Iteration 29Q: 3 clusters Score -3340849 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -3340875.000000 Penalty: 5083.674805
	Iteration 30Q: 3 clusters Score -3340875 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3340895.500000 Penalty: 5083.674805
	Iteration 31Q: 3 clusters Score -3340896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3340906.500000 Penalty: 5083.674805
	Iteration 32Q: 3 clusters Score -3340906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3340919.000000 Penalty: 5083.674805
	Iteration 33Q: 3 clusters Score -3340919 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3340928.500000 Penalty: 5083.674805
	Iteration 34Q: 3 clusters Score -3340928 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3340943.000000 Penalty: 5083.674805
	Iteration 35Q: 3 clusters Score -3340943 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3340975.500000 Penalty: 5083.674805
	Iteration 36Q: 3 clusters Score -3340976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -3340989.500000 Penalty: 5083.674805
	Iteration 37Q: 3 clusters Score -3340990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3340997.500000 Penalty: 5083.674805
	Iteration 38Q: 3 clusters Score -3340998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3341024.750000 Penalty: 5083.674805
	Iteration 39Q: 3 clusters Score -3341025 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3341043.750000 Penalty: 5083.674805
	Iteration 40F: 3 clusters Score -3341044 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3341069.000000 Penalty: 5083.674805
	Iteration 41Q: 3 clusters Score -3341069 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -3341092.500000 Penalty: 5083.674805
	Iteration 42Q: 3 clusters Score -3341092 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3341126.000000 Penalty: 5083.674805
	Iteration 43Q: 3 clusters Score -3341126 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3341150.750000 Penalty: 5083.674805
	Iteration 44Q: 3 clusters Score -3341151 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3341186.250000 Penalty: 5083.674805
	Iteration 45Q: 3 clusters Score -3341186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -3341221.750000 Penalty: 5083.674805
	Iteration 46Q: 3 clusters Score -3341222 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3341247.500000 Penalty: 5083.674805
	Iteration 47Q: 3 clusters Score -3341248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -3341276.000000 Penalty: 5083.674805
	Iteration 48Q: 3 clusters Score -3341276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3341316.500000 Penalty: 5083.674805
	Iteration 49Q: 3 clusters Score -3341316 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -3341342.500000 Penalty: 5083.674805
	Iteration 50Q: 3 clusters Score -3341342 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -3341362.750000 Penalty: 5083.674805
	Iteration 51Q: 3 clusters Score -3341363 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -3341410.000000 Penalty: 5083.674805
	Iteration 52Q: 3 clusters Score -3341410 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -3341433.000000 Penalty: 5083.674805
	Iteration 53Q: 3 clusters Score -3341433 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3341462.500000 Penalty: 5083.674805
	Iteration 54Q: 3 clusters Score -3341462 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3341492.500000 Penalty: 5083.674805
	Iteration 55Q: 3 clusters Score -3341492 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -3341511.750000 Penalty: 5083.674805
	Iteration 56Q: 3 clusters Score -3341512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3341553.750000 Penalty: 5083.674805
	Iteration 57Q: 3 clusters Score -3341554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3341604.750000 Penalty: 5083.674805
	Iteration 58Q: 3 clusters Score -3341605 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3341646.750000 Penalty: 5083.674805
	Iteration 59Q: 3 clusters Score -3341647 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3341729.500000 Penalty: 5083.674805
	Iteration 60F: 3 clusters Score -3341730 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3341795.750000 Penalty: 5083.674805
	Iteration 61Q: 3 clusters Score -3341796 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -3341878.500000 Penalty: 5083.674805
	Iteration 62Q: 3 clusters Score -3341878 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3341963.250000 Penalty: 5083.674805
	Iteration 63Q: 3 clusters Score -3341963 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -3342053.250000 Penalty: 5083.674805
	Iteration 64Q: 3 clusters Score -3342053 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3342170.250000 Penalty: 5083.674805
	Iteration 65Q: 3 clusters Score -3342170 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3342261.000000 Penalty: 5083.674805
	Iteration 66Q: 3 clusters Score -3342261 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3342368.000000 Penalty: 5083.674805
	Iteration 67Q: 3 clusters Score -3342368 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3342474.750000 Penalty: 5083.674805
	Iteration 68Q: 3 clusters Score -3342475 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3342588.000000 Penalty: 5083.674805
	Iteration 69Q: 3 clusters Score -3342588 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3342701.000000 Penalty: 5083.674805
	Iteration 70Q: 3 clusters Score -3342701 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3342820.250000 Penalty: 5083.674805
	Iteration 71Q: 3 clusters Score -3342820 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3342944.000000 Penalty: 5083.674805
	Iteration 72Q: 3 clusters Score -3342944 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3343099.750000 Penalty: 5083.674805
	Iteration 73Q: 3 clusters Score -3343100 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3343188.250000 Penalty: 5083.674805
	Iteration 74Q: 3 clusters Score -3343188 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3343310.500000 Penalty: 5083.674805
	Iteration 75Q: 3 clusters Score -3343310 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3343425.500000 Penalty: 5083.674805
	Iteration 76Q: 3 clusters Score -3343426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3343529.000000 Penalty: 5083.674805
	Iteration 77Q: 3 clusters Score -3343529 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3343604.750000 Penalty: 5083.674805
	Iteration 78Q: 3 clusters Score -3343605 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3343670.000000 Penalty: 5083.674805
	Iteration 79Q: 3 clusters Score -3343670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -3343713.750000 Penalty: 5083.674805
	Iteration 80F: 3 clusters Score -3343714 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3343779.750000 Penalty: 5083.674805
	Iteration 81Q: 3 clusters Score -3343780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3343830.000000 Penalty: 5083.674805
	Iteration 82Q: 3 clusters Score -3343830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3343892.250000 Penalty: 5083.674805
	Iteration 83Q: 3 clusters Score -3343892 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3343962.000000 Penalty: 5083.674805
	Iteration 84Q: 3 clusters Score -3343962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3344024.500000 Penalty: 5083.674805
	Iteration 85Q: 3 clusters Score -3344024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3344084.000000 Penalty: 5083.674805
	Iteration 86Q: 3 clusters Score -3344084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3344130.500000 Penalty: 5083.674805
	Iteration 87Q: 3 clusters Score -3344130 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3344168.000000 Penalty: 5083.674805
	Iteration 88Q: 3 clusters Score -3344168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3344202.500000 Penalty: 5083.674805
	Iteration 89Q: 3 clusters Score -3344202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3344219.750000 Penalty: 5083.674805
	Iteration 90Q: 3 clusters Score -3344220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3344239.250000 Penalty: 5083.674805
	Iteration 91Q: 3 clusters Score -3344239 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3344254.500000 Penalty: 5083.674805
	Iteration 92Q: 3 clusters Score -3344254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3344258.500000 Penalty: 5083.674805
	Iteration 93Q: 3 clusters Score -3344258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3344277.750000 Penalty: 5083.674805
	Iteration 94Q: 3 clusters Score -3344278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3344279.500000 Penalty: 5083.674805
	Iteration 95Q: 3 clusters Score -3344280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3344283.250000 Penalty: 5083.674805
	Iteration 96Q: 3 clusters Score -3344283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3344285.250000 Penalty: 5083.674805
	Iteration 97Q: 3 clusters Score -3344285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3344287.750000 Penalty: 5083.674805
	Iteration 98Q: 3 clusters Score -3344288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3344289.500000 Penalty: 5083.674805
	Iteration 99Q: 3 clusters Score -3344290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3344300.500000 Penalty: 5083.674805
	Iteration 100F: 3 clusters Score -3344300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3344300.750000 Penalty: 5083.674805
	Iteration 101Q: 3 clusters Score -3344301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3344294.000000 Penalty: 5083.674805
	Iteration 102Q: 3 clusters Score -3344294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3344293.500000 Penalty: 5083.674805
	Iteration 103Q: 3 clusters Score -3344294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3344298.750000 Penalty: 5083.674805
	Iteration 104Q: 3 clusters Score -3344299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3344298.750000 Penalty: 5083.674805
	Iteration 105Q: 3 clusters Score -3344299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3344301.250000 Penalty: 5083.674805
	Iteration 106Q: 3 clusters Score -3344301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3344301.750000 Penalty: 5083.674805
	Iteration 107Q: 3 clusters Score -3344302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3344303.750000 Penalty: 5083.674805
	Iteration 108Q: 3 clusters Score -3344304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3344307.000000 Penalty: 5083.674805
	Iteration 109Q: 3 clusters Score -3344307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3344309.000000 Penalty: 5083.674805
	Iteration 110Q: 3 clusters Score -3344309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3344311.000000 Penalty: 5083.674805
	Iteration 111Q: 3 clusters Score -3344311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3344308.500000 Penalty: 5083.674805
	Iteration 112Q: 3 clusters Score -3344308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3344315.750000 Penalty: 5083.674805
	Iteration 113Q: 3 clusters Score -3344316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3344319.750000 Penalty: 5083.674805
	Iteration 114Q: 3 clusters Score -3344320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3344317.250000 Penalty: 5083.674805
	Iteration 115Q: 3 clusters Score -3344317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3344321.250000 Penalty: 5083.674805
	Iteration 116Q: 3 clusters Score -3344321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3344320.000000 Penalty: 5083.674805
	Iteration 117Q: 3 clusters Score -3344320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3344319.500000 Penalty: 5083.674805
	Iteration 118Q: 3 clusters Score -3344320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3344321.750000 Penalty: 5083.674805
	Iteration 119Q: 3 clusters Score -3344322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3344322.500000 Penalty: 5083.674805
	Iteration 120F: 3 clusters Score -3344322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3344321.750000 Penalty: 5083.674805
	Iteration 121Q: 3 clusters Score -3344322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3344325.500000 Penalty: 5083.674805
	Iteration 122Q: 3 clusters Score -3344326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3344329.000000 Penalty: 5083.674805
	Iteration 123Q: 3 clusters Score -3344329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3344331.000000 Penalty: 5083.674805
	Iteration 124Q: 3 clusters Score -3344331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3344331.500000 Penalty: 5083.674805
	Iteration 125Q: 3 clusters Score -3344332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3344333.000000 Penalty: 5083.674805
	Iteration 126Q: 3 clusters Score -3344333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3344331.250000 Penalty: 5083.674805
	Iteration 127Q: 3 clusters Score -3344331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3344334.000000 Penalty: 5083.674805
	Iteration 128Q: 3 clusters Score -3344334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3344334.500000 Penalty: 5083.674805
	Iteration 129Q: 3 clusters Score -3344334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3344331.000000 Penalty: 5083.674805
	Iteration 130Q: 3 clusters Score -3344331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3344335.250000 Penalty: 5083.674805
	Iteration 131Q: 3 clusters Score -3344335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3344333.500000 Penalty: 5083.674805
	Iteration 132Q: 3 clusters Score -3344334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3344334.750000 Penalty: 5083.674805
	Iteration 133Q: 3 clusters Score -3344335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3344335.000000 Penalty: 5083.674805
	Iteration 134Q: 3 clusters Score -3344335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3344342.000000 Penalty: 5083.674805
	Iteration 135Q: 3 clusters Score -3344342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3344341.000000 Penalty: 5083.674805
	Iteration 136Q: 3 clusters Score -3344341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3344341.500000 Penalty: 5083.674805
	Iteration 137Q: 3 clusters Score -3344342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3344345.000000 Penalty: 5083.674805
	Iteration 138Q: 3 clusters Score -3344345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3344345.250000 Penalty: 5083.674805
	Iteration 139Q: 3 clusters Score -3344345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3344348.250000 Penalty: 5083.674805
	Iteration 140F: 3 clusters Score -3344348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Entering Unmasked Estep 
Score: -2081730.750000 Penalty: 2431.268311
	Iteration 0F: 2 clusters Score -2081731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2068936.375000 Penalty: 4862.536621
	Iteration 0F: 3 clusters Score -2068936 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2073185.375000 Penalty: 4862.536621
	Iteration 1F: 3 clusters Score -2073185 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2073567.250000 Penalty: 4862.536621
	Iteration 2F: 3 clusters Score -2073567 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2073858.250000 Penalty: 4862.536621
	Iteration 3Q: 3 clusters Score -2073858 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2074114.875000 Penalty: 4862.536621
	Iteration 4Q: 3 clusters Score -2074115 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2074361.500000 Penalty: 4862.536621
	Iteration 5Q: 3 clusters Score -2074362 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2074583.500000 Penalty: 4862.536621
	Iteration 6Q: 3 clusters Score -2074584 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2074847.500000 Penalty: 4862.536621
	Iteration 7Q: 3 clusters Score -2074848 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2075169.750000 Penalty: 4862.536621
	Iteration 8Q: 3 clusters Score -2075170 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2075542.250000 Penalty: 4862.536621
	Iteration 9Q: 3 clusters Score -2075542 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2076021.875000 Penalty: 4862.536621
	Iteration 10Q: 3 clusters Score -2076022 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2076556.125000 Penalty: 4862.536621
	Iteration 11Q: 3 clusters Score -2076556 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2077141.250000 Penalty: 4862.536621
	Iteration 12Q: 3 clusters Score -2077141 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2077708.250000 Penalty: 4862.536621
	Iteration 13Q: 3 clusters Score -2077708 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2078297.875000 Penalty: 4862.536621
	Iteration 14Q: 3 clusters Score -2078298 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2078707.125000 Penalty: 4862.536621
	Iteration 15Q: 3 clusters Score -2078707 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2078995.875000 Penalty: 4862.536621
	Iteration 16Q: 3 clusters Score -2078996 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2079198.000000 Penalty: 4862.536621
	Iteration 17Q: 3 clusters Score -2079198 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2079359.375000 Penalty: 4862.536621
	Iteration 18Q: 3 clusters Score -2079359 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2079472.375000 Penalty: 4862.536621
	Iteration 19Q: 3 clusters Score -2079472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2079565.500000 Penalty: 4862.536621
	Iteration 20F: 3 clusters Score -2079566 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2079619.625000 Penalty: 4862.536621
	Iteration 21Q: 3 clusters Score -2079620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2079650.125000 Penalty: 4862.536621
	Iteration 22Q: 3 clusters Score -2079650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2079674.500000 Penalty: 4862.536621
	Iteration 23Q: 3 clusters Score -2079674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2079698.000000 Penalty: 4862.536621
	Iteration 24Q: 3 clusters Score -2079698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2079718.125000 Penalty: 4862.536621
	Iteration 25Q: 3 clusters Score -2079718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2079728.875000 Penalty: 4862.536621
	Iteration 26Q: 3 clusters Score -2079729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2079742.500000 Penalty: 4862.536621
	Iteration 27Q: 3 clusters Score -2079742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2079748.500000 Penalty: 4862.536621
	Iteration 28Q: 3 clusters Score -2079748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2079750.000000 Penalty: 4862.536621
	Iteration 29Q: 3 clusters Score -2079750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2079754.375000 Penalty: 4862.536621
	Iteration 30Q: 3 clusters Score -2079754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2079751.625000 Penalty: 4862.536621
	Iteration 31Q: 3 clusters Score -2079752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2079754.500000 Penalty: 4862.536621
	Iteration 32Q: 3 clusters Score -2079754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2079759.500000 Penalty: 4862.536621
	Iteration 33Q: 3 clusters Score -2079760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2079762.500000 Penalty: 4862.536621
	Iteration 34Q: 3 clusters Score -2079762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2079761.000000 Penalty: 4862.536621
	Iteration 35Q: 3 clusters Score -2079761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2079767.125000 Penalty: 4862.536621
	Iteration 36Q: 3 clusters Score -2079767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2079766.250000 Penalty: 4862.536621
	Iteration 37Q: 3 clusters Score -2079766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2079768.625000 Penalty: 4862.536621
	Iteration 38Q: 3 clusters Score -2079769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2079769.125000 Penalty: 4862.536621
	Iteration 39Q: 3 clusters Score -2079769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2079769.125000 Penalty: 4862.536621
	Iteration 40F: 3 clusters Score -2079769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Entering Unmasked Estep 
Score: -839245.625000 Penalty: 2215.940918
	Iteration 0F: 2 clusters Score -839245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -833079.125000 Penalty: 4431.881836
	Iteration 0F: 3 clusters Score -833079.1 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -834791.125000 Penalty: 4431.881836
	Iteration 1F: 3 clusters Score -834791.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -835200.062500 Penalty: 4431.881836
	Iteration 2F: 3 clusters Score -835200.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -835598.875000 Penalty: 4431.881836
	Iteration 3F: 3 clusters Score -835598.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -836059.500000 Penalty: 4431.881836
	Iteration 4F: 3 clusters Score -836059.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -836552.625000 Penalty: 4431.881836
	Iteration 5F: 3 clusters Score -836552.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -836933.625000 Penalty: 4431.881836
	Iteration 6F: 3 clusters Score -836933.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -837252.125000 Penalty: 4431.881836
	Iteration 7Q: 3 clusters Score -837252.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -837506.812500 Penalty: 4431.881836
	Iteration 8Q: 3 clusters Score -837506.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -837659.062500 Penalty: 4431.881836
	Iteration 9Q: 3 clusters Score -837659.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -837744.000000 Penalty: 4431.881836
	Iteration 10Q: 3 clusters Score -837744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -837788.000000 Penalty: 4431.881836
	Iteration 11Q: 3 clusters Score -837788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -837824.000000 Penalty: 4431.881836
	Iteration 12Q: 3 clusters Score -837824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -837863.687500 Penalty: 4431.881836
	Iteration 13Q: 3 clusters Score -837863.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -837894.437500 Penalty: 4431.881836
	Iteration 14Q: 3 clusters Score -837894.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -837920.125000 Penalty: 4431.881836
	Iteration 15Q: 3 clusters Score -837920.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -837944.500000 Penalty: 4431.881836
	Iteration 16Q: 3 clusters Score -837944.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -837961.875000 Penalty: 4431.881836
	Iteration 17Q: 3 clusters Score -837961.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -837974.312500 Penalty: 4431.881836
	Iteration 18Q: 3 clusters Score -837974.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -837984.187500 Penalty: 4431.881836
	Iteration 19Q: 3 clusters Score -837984.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -837995.750000 Penalty: 4431.881836
	Iteration 20F: 3 clusters Score -837995.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -838003.000000 Penalty: 4431.881836
	Iteration 21Q: 3 clusters Score -838003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -838012.437500 Penalty: 4431.881836
	Iteration 22Q: 3 clusters Score -838012.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -838021.812500 Penalty: 4431.881836
	Iteration 23Q: 3 clusters Score -838021.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -838028.937500 Penalty: 4431.881836
	Iteration 24Q: 3 clusters Score -838028.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -838037.000000 Penalty: 4431.881836
	Iteration 25Q: 3 clusters Score -838037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -838046.125000 Penalty: 4431.881836
	Iteration 26Q: 3 clusters Score -838046.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -838054.875000 Penalty: 4431.881836
	Iteration 27Q: 3 clusters Score -838054.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -838059.500000 Penalty: 4431.881836
	Iteration 28Q: 3 clusters Score -838059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -838058.937500 Penalty: 4431.881836
	Iteration 29Q: 3 clusters Score -838058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -838062.562500 Penalty: 4431.881836
	Iteration 30Q: 3 clusters Score -838062.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -838069.625000 Penalty: 4431.881836
	Iteration 31Q: 3 clusters Score -838069.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -838073.000000 Penalty: 4431.881836
	Iteration 32Q: 3 clusters Score -838073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -838075.187500 Penalty: 4431.881836
	Iteration 33Q: 3 clusters Score -838075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -838076.375000 Penalty: 4431.881836
	Iteration 34Q: 3 clusters Score -838076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -838077.437500 Penalty: 4431.881836
	Iteration 35Q: 3 clusters Score -838077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -838078.437500 Penalty: 4431.881836
	Iteration 36Q: 3 clusters Score -838078.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -838078.875000 Penalty: 4431.881836
	Iteration 37Q: 3 clusters Score -838078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -838078.000000 Penalty: 4431.881836
	Iteration 38Q: 3 clusters Score -838078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -838078.000000 Penalty: 4431.881836
	Iteration 39F: 3 clusters Score -838078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (257293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257293 members 
Entering Unmasked Estep 
Score: -29933448.000000 Penalty: 3089.576660
	Iteration 0F: 2 clusters Score -2.993345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128739 members 
Mstep: Class 2 contains 128554 members 
Entering Unmasked Estep 
Score: -29782898.000000 Penalty: 6179.153320
	Iteration 0F: 3 clusters Score -2.97829e+07 nChanged 124553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125866 members 
Mstep: Class 2 contains 131427 members 
Entering Unmasked Estep 
Score: -29857596.000000 Penalty: 6179.153320
	Iteration 1F: 3 clusters Score -2.98576e+07 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122921 members 
Mstep: Class 2 contains 134372 members 
Entering Unmasked Estep 
Score: -29860976.000000 Penalty: 6179.153320
	Iteration 2Q: 3 clusters Score -2.986098e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118164 members 
Mstep: Class 2 contains 139129 members 
Entering Unmasked Estep 
Score: -29865620.000000 Penalty: 6179.153320
	Iteration 3Q: 3 clusters Score -2.986562e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 145964 members 
Entering Unmasked Estep 
Score: -29872404.000000 Penalty: 6179.153320
	Iteration 4F: 3 clusters Score -2.98724e+07 nChanged 15590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -29879844.000000 Penalty: 6179.153320
	Iteration 5F: 3 clusters Score -2.987984e+07 nChanged 15884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -29886798.000000 Penalty: 6179.153320
	Iteration 6F: 3 clusters Score -2.98868e+07 nChanged 15654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81321 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -29891854.000000 Penalty: 6179.153320
	Iteration 7F: 3 clusters Score -2.989185e+07 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 188918 members 
Entering Unmasked Estep 
Score: -29895754.000000 Penalty: 6179.153320
	Iteration 8F: 3 clusters Score -2.989575e+07 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 202311 members 
Entering Unmasked Estep 
Score: -29899708.000000 Penalty: 6179.153320
	Iteration 9F: 3 clusters Score -2.989971e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 215415 members 
Entering Unmasked Estep 
Score: -29904474.000000 Penalty: 6179.153320
	Iteration 10F: 3 clusters Score -2.990447e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 227790 members 
Entering Unmasked Estep 
Score: -29910520.000000 Penalty: 6179.153320
	Iteration 11Q: 3 clusters Score -2.991052e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 238773 members 
Entering Unmasked Estep 
Score: -29917352.000000 Penalty: 6179.153320
	Iteration 12Q: 3 clusters Score -2.991735e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 247154 members 
Entering Unmasked Estep 
Score: -29923496.000000 Penalty: 6179.153320
	Iteration 13Q: 3 clusters Score -2.99235e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 252383 members 
Entering Unmasked Estep 
Score: -29927238.000000 Penalty: 6179.153320
	Iteration 14Q: 3 clusters Score -2.992724e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 254944 members 
Entering Unmasked Estep 
Score: -29929066.000000 Penalty: 6179.153320
	Iteration 15Q: 3 clusters Score -2.992907e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 256081 members 
Entering Unmasked Estep 
Score: -29929966.000000 Penalty: 6179.153320
	Iteration 16Q: 3 clusters Score -2.992997e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 256540 members 
Entering Unmasked Estep 
Score: -29930412.000000 Penalty: 6179.153320
	Iteration 17Q: 3 clusters Score -2.993041e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 256733 members 
Entering Unmasked Estep 
Score: -29930604.000000 Penalty: 6179.153320
	Iteration 18Q: 3 clusters Score -2.99306e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 256802 members 
Entering Unmasked Estep 
Score: -29930678.000000 Penalty: 6179.153320
	Iteration 19Q: 3 clusters Score -2.993068e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 256831 members 
Entering Unmasked Estep 
Score: -29930716.000000 Penalty: 6179.153320
	Iteration 20F: 3 clusters Score -2.993072e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 256850 members 
Entering Unmasked Estep 
Score: -29930748.000000 Penalty: 6179.153320
	Iteration 21Q: 3 clusters Score -2.993075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 256862 members 
Entering Unmasked Estep 
Score: -29930774.000000 Penalty: 6179.153320
	Iteration 22Q: 3 clusters Score -2.993077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 256872 members 
Entering Unmasked Estep 
Score: -29930770.000000 Penalty: 6179.153320
	Iteration 23Q: 3 clusters Score -2.993077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 256878 members 
Entering Unmasked Estep 
Score: -29930796.000000 Penalty: 6179.153320
	Iteration 24Q: 3 clusters Score -2.99308e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 256881 members 
Entering Unmasked Estep 
Score: -29930830.000000 Penalty: 6179.153320
	Iteration 25Q: 3 clusters Score -2.993083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 256892 members 
Entering Unmasked Estep 
Score: -29930832.000000 Penalty: 6179.153320
	Iteration 26Q: 3 clusters Score -2.993083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 256891 members 
Entering Unmasked Estep 
Score: -29930892.000000 Penalty: 6179.153320
	Iteration 27Q: 3 clusters Score -2.993089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 256893 members 
Entering Unmasked Estep 
Score: -29930884.000000 Penalty: 6179.153320
	Iteration 28Q: 3 clusters Score -2.993088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 256898 members 
Entering Unmasked Estep 
Score: -29930906.000000 Penalty: 6179.153320
	Iteration 29Q: 3 clusters Score -2.993091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 256902 members 
Entering Unmasked Estep 
Score: -29930900.000000 Penalty: 6179.153320
	Iteration 30Q: 3 clusters Score -2.99309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 256901 members 
Entering Unmasked Estep 
Score: -29930890.000000 Penalty: 6179.153320
	Iteration 31Q: 3 clusters Score -2.993089e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 256902 members 
Entering Unmasked Estep 
Score: -29930904.000000 Penalty: 6179.153320
	Iteration 32Q: 3 clusters Score -2.99309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 256901 members 
Entering Unmasked Estep 
Score: -29930896.000000 Penalty: 6179.153320
	Iteration 33Q: 3 clusters Score -2.99309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 256901 members 
Entering Unmasked Estep 
Score: -29930896.000000 Penalty: 6179.153320
	Iteration 34F: 3 clusters Score -2.99309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (275403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275403 members 
Entering Unmasked Estep 
Score: -32085844.000000 Penalty: 3106.445557
	Iteration 0F: 2 clusters Score -3.208584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Mstep: Class 2 contains 137722 members 
Entering Unmasked Estep 
Score: -31921482.000000 Penalty: 6212.891113
	Iteration 0F: 3 clusters Score -3.192148e+07 nChanged 133350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137565 members 
Mstep: Class 2 contains 137838 members 
Entering Unmasked Estep 
Score: -31998850.000000 Penalty: 6212.891113
	Iteration 1F: 3 clusters Score -3.199885e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137744 members 
Mstep: Class 2 contains 137659 members 
Entering Unmasked Estep 
Score: -31999694.000000 Penalty: 6212.891113
	Iteration 2Q: 3 clusters Score -3.199969e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137949 members 
Mstep: Class 2 contains 137454 members 
Entering Unmasked Estep 
Score: -32000488.000000 Penalty: 6212.891113
	Iteration 3Q: 3 clusters Score -3.200049e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138285 members 
Mstep: Class 2 contains 137118 members 
Entering Unmasked Estep 
Score: -32001688.000000 Penalty: 6212.891113
	Iteration 4Q: 3 clusters Score -3.200169e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138792 members 
Mstep: Class 2 contains 136611 members 
Entering Unmasked Estep 
Score: -32002924.000000 Penalty: 6212.891113
	Iteration 5Q: 3 clusters Score -3.200292e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139654 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -32004752.000000 Penalty: 6212.891113
	Iteration 6Q: 3 clusters Score -3.200475e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141018 members 
Mstep: Class 2 contains 134385 members 
Entering Unmasked Estep 
Score: -32006644.000000 Penalty: 6212.891113
	Iteration 7Q: 3 clusters Score -3.200664e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143024 members 
Mstep: Class 2 contains 132379 members 
Entering Unmasked Estep 
Score: -32009922.000000 Penalty: 6212.891113
	Iteration 8Q: 3 clusters Score -3.200992e+07 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146003 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -32014550.000000 Penalty: 6212.891113
	Iteration 9Q: 3 clusters Score -3.201455e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 125140 members 
Entering Unmasked Estep 
Score: -32020928.000000 Penalty: 6212.891113
	Iteration 10Q: 3 clusters Score -3.202093e+07 nChanged 14804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 119920 members 
Entering Unmasked Estep 
Score: -32028794.000000 Penalty: 6212.891113
	Iteration 11F: 3 clusters Score -3.202879e+07 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160993 members 
Mstep: Class 2 contains 114410 members 
Entering Unmasked Estep 
Score: -32038248.000000 Penalty: 6212.891113
	Iteration 12F: 3 clusters Score -3.203825e+07 nChanged 15378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165967 members 
Mstep: Class 2 contains 109436 members 
Entering Unmasked Estep 
Score: -32047596.000000 Penalty: 6212.891113
	Iteration 13F: 3 clusters Score -3.20476e+07 nChanged 13408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -32054256.000000 Penalty: 6212.891113
	Iteration 14Q: 3 clusters Score -3.205426e+07 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -32057384.000000 Penalty: 6212.891113
	Iteration 15Q: 3 clusters Score -3.205738e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173349 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -32058266.000000 Penalty: 6212.891113
	Iteration 16Q: 3 clusters Score -3.205827e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174975 members 
Mstep: Class 2 contains 100428 members 
Entering Unmasked Estep 
Score: -32058516.000000 Penalty: 6212.891113
	Iteration 17Q: 3 clusters Score -3.205852e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 98864 members 
Entering Unmasked Estep 
Score: -32058628.000000 Penalty: 6212.891113
	Iteration 18Q: 3 clusters Score -3.205863e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177926 members 
Mstep: Class 2 contains 97477 members 
Entering Unmasked Estep 
Score: -32058648.000000 Penalty: 6212.891113
	Iteration 19Q: 3 clusters Score -3.205865e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179130 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -32058842.000000 Penalty: 6212.891113
	Iteration 20F: 3 clusters Score -3.205884e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180240 members 
Mstep: Class 2 contains 95163 members 
Entering Unmasked Estep 
Score: -32058924.000000 Penalty: 6212.891113
	Iteration 21Q: 3 clusters Score -3.205892e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 94168 members 
Entering Unmasked Estep 
Score: -32059144.000000 Penalty: 6212.891113
	Iteration 22Q: 3 clusters Score -3.205914e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -32059234.000000 Penalty: 6212.891113
	Iteration 23Q: 3 clusters Score -3.205923e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182931 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -32059108.000000 Penalty: 6212.891113
	Iteration 24Q: 3 clusters Score -3.205911e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183611 members 
Mstep: Class 2 contains 91792 members 
Entering Unmasked Estep 
Score: -32059102.000000 Penalty: 6212.891113
	Iteration 25Q: 3 clusters Score -3.20591e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184146 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -32059042.000000 Penalty: 6212.891113
	Iteration 26Q: 3 clusters Score -3.205904e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184603 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -32059082.000000 Penalty: 6212.891113
	Iteration 27Q: 3 clusters Score -3.205908e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184934 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -32058990.000000 Penalty: 6212.891113
	Iteration 28Q: 3 clusters Score -3.205899e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185148 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -32058976.000000 Penalty: 6212.891113
	Iteration 29Q: 3 clusters Score -3.205898e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185203 members 
Mstep: Class 2 contains 90200 members 
Entering Unmasked Estep 
Score: -32059052.000000 Penalty: 6212.891113
	Iteration 30Q: 3 clusters Score -3.205905e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185148 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -32059060.000000 Penalty: 6212.891113
	Iteration 31Q: 3 clusters Score -3.205906e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185039 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -32058996.000000 Penalty: 6212.891113
	Iteration 32Q: 3 clusters Score -3.2059e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184864 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -32058910.000000 Penalty: 6212.891113
	Iteration 33Q: 3 clusters Score -3.205891e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184624 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -32058910.000000 Penalty: 6212.891113
	Iteration 34Q: 3 clusters Score -3.205891e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184283 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -32058906.000000 Penalty: 6212.891113
	Iteration 35Q: 3 clusters Score -3.205891e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183868 members 
Mstep: Class 2 contains 91535 members 
Entering Unmasked Estep 
Score: -32058870.000000 Penalty: 6212.891113
	Iteration 36Q: 3 clusters Score -3.205887e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183477 members 
Mstep: Class 2 contains 91926 members 
Entering Unmasked Estep 
Score: -32058842.000000 Penalty: 6212.891113
	Iteration 37Q: 3 clusters Score -3.205884e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 92338 members 
Entering Unmasked Estep 
Score: -32058838.000000 Penalty: 6212.891113
	Iteration 38Q: 3 clusters Score -3.205884e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182543 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -32058696.000000 Penalty: 6212.891113
	Iteration 39Q: 3 clusters Score -3.20587e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182001 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -32058802.000000 Penalty: 6212.891113
	Iteration 40F: 3 clusters Score -3.20588e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181377 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -32058884.000000 Penalty: 6212.891113
	Iteration 41Q: 3 clusters Score -3.205888e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180713 members 
Mstep: Class 2 contains 94690 members 
Entering Unmasked Estep 
Score: -32058842.000000 Penalty: 6212.891113
	Iteration 42Q: 3 clusters Score -3.205884e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180102 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -32058714.000000 Penalty: 6212.891113
	Iteration 43Q: 3 clusters Score -3.205871e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179508 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -32058718.000000 Penalty: 6212.891113
	Iteration 44Q: 3 clusters Score -3.205872e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178908 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -32058608.000000 Penalty: 6212.891113
	Iteration 45Q: 3 clusters Score -3.205861e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -32058734.000000 Penalty: 6212.891113
	Iteration 46Q: 3 clusters Score -3.205873e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177625 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -32058780.000000 Penalty: 6212.891113
	Iteration 47Q: 3 clusters Score -3.205878e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177002 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -32058724.000000 Penalty: 6212.891113
	Iteration 48Q: 3 clusters Score -3.205872e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176366 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -32058726.000000 Penalty: 6212.891113
	Iteration 49Q: 3 clusters Score -3.205873e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175777 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -32058640.000000 Penalty: 6212.891113
	Iteration 50Q: 3 clusters Score -3.205864e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175236 members 
Mstep: Class 2 contains 100167 members 
Entering Unmasked Estep 
Score: -32058782.000000 Penalty: 6212.891113
	Iteration 51Q: 3 clusters Score -3.205878e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174662 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -32058818.000000 Penalty: 6212.891113
	Iteration 52Q: 3 clusters Score -3.205882e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174096 members 
Mstep: Class 2 contains 101307 members 
Entering Unmasked Estep 
Score: -32058842.000000 Penalty: 6212.891113
	Iteration 53Q: 3 clusters Score -3.205884e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173533 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -32058966.000000 Penalty: 6212.891113
	Iteration 54Q: 3 clusters Score -3.205897e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -32059006.000000 Penalty: 6212.891113
	Iteration 55Q: 3 clusters Score -3.205901e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172267 members 
Mstep: Class 2 contains 103136 members 
Entering Unmasked Estep 
Score: -32059016.000000 Penalty: 6212.891113
	Iteration 56Q: 3 clusters Score -3.205902e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171724 members 
Mstep: Class 2 contains 103679 members 
Entering Unmasked Estep 
Score: -32059072.000000 Penalty: 6212.891113
	Iteration 57Q: 3 clusters Score -3.205907e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171218 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -32059122.000000 Penalty: 6212.891113
	Iteration 58Q: 3 clusters Score -3.205912e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170742 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -32059198.000000 Penalty: 6212.891113
	Iteration 59Q: 3 clusters Score -3.20592e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170249 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -32059254.000000 Penalty: 6212.891113
	Iteration 60F: 3 clusters Score -3.205925e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169830 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -32059324.000000 Penalty: 6212.891113
	Iteration 61Q: 3 clusters Score -3.205932e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -32059464.000000 Penalty: 6212.891113
	Iteration 62Q: 3 clusters Score -3.205946e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 106369 members 
Entering Unmasked Estep 
Score: -32059532.000000 Penalty: 6212.891113
	Iteration 63Q: 3 clusters Score -3.205953e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 106727 members 
Entering Unmasked Estep 
Score: -32059592.000000 Penalty: 6212.891113
	Iteration 64Q: 3 clusters Score -3.205959e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -32059830.000000 Penalty: 6212.891113
	Iteration 65Q: 3 clusters Score -3.205983e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168035 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -32059948.000000 Penalty: 6212.891113
	Iteration 66Q: 3 clusters Score -3.205995e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167739 members 
Mstep: Class 2 contains 107664 members 
Entering Unmasked Estep 
Score: -32060104.000000 Penalty: 6212.891113
	Iteration 67Q: 3 clusters Score -3.20601e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -32060342.000000 Penalty: 6212.891113
	Iteration 68Q: 3 clusters Score -3.206034e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -32060524.000000 Penalty: 6212.891113
	Iteration 69Q: 3 clusters Score -3.206052e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166893 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -32060736.000000 Penalty: 6212.891113
	Iteration 70Q: 3 clusters Score -3.206074e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 108773 members 
Entering Unmasked Estep 
Score: -32061050.000000 Penalty: 6212.891113
	Iteration 71Q: 3 clusters Score -3.206105e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166337 members 
Mstep: Class 2 contains 109066 members 
Entering Unmasked Estep 
Score: -32061330.000000 Penalty: 6212.891113
	Iteration 72Q: 3 clusters Score -3.206133e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166130 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -32061504.000000 Penalty: 6212.891113
	Iteration 73Q: 3 clusters Score -3.20615e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165959 members 
Mstep: Class 2 contains 109444 members 
Entering Unmasked Estep 
Score: -32061752.000000 Penalty: 6212.891113
	Iteration 74Q: 3 clusters Score -3.206175e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -32062026.000000 Penalty: 6212.891113
	Iteration 75Q: 3 clusters Score -3.206203e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165731 members 
Mstep: Class 2 contains 109672 members 
Entering Unmasked Estep 
Score: -32062188.000000 Penalty: 6212.891113
	Iteration 76Q: 3 clusters Score -3.206219e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -32062616.000000 Penalty: 6212.891113
	Iteration 77Q: 3 clusters Score -3.206262e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165536 members 
Mstep: Class 2 contains 109867 members 
Entering Unmasked Estep 
Score: -32062884.000000 Penalty: 6212.891113
	Iteration 78Q: 3 clusters Score -3.206288e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165408 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -32063260.000000 Penalty: 6212.891113
	Iteration 79Q: 3 clusters Score -3.206326e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165322 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -32063762.000000 Penalty: 6212.891113
	Iteration 80F: 3 clusters Score -3.206376e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165286 members 
Mstep: Class 2 contains 110117 members 
Entering Unmasked Estep 
Score: -32064094.000000 Penalty: 6212.891113
	Iteration 81Q: 3 clusters Score -3.206409e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165276 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -32064392.000000 Penalty: 6212.891113
	Iteration 82Q: 3 clusters Score -3.206439e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 110069 members 
Entering Unmasked Estep 
Score: -32064856.000000 Penalty: 6212.891113
	Iteration 83Q: 3 clusters Score -3.206486e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165505 members 
Mstep: Class 2 contains 109898 members 
Entering Unmasked Estep 
Score: -32065224.000000 Penalty: 6212.891113
	Iteration 84Q: 3 clusters Score -3.206522e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165657 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -32065522.000000 Penalty: 6212.891113
	Iteration 85Q: 3 clusters Score -3.206552e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165868 members 
Mstep: Class 2 contains 109535 members 
Entering Unmasked Estep 
Score: -32065982.000000 Penalty: 6212.891113
	Iteration 86Q: 3 clusters Score -3.206598e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 109308 members 
Entering Unmasked Estep 
Score: -32066378.000000 Penalty: 6212.891113
	Iteration 87Q: 3 clusters Score -3.206638e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -32066860.000000 Penalty: 6212.891113
	Iteration 88Q: 3 clusters Score -3.206686e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -32067348.000000 Penalty: 6212.891113
	Iteration 89Q: 3 clusters Score -3.206735e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 108416 members 
Entering Unmasked Estep 
Score: -32067794.000000 Penalty: 6212.891113
	Iteration 90Q: 3 clusters Score -3.206779e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167351 members 
Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
Score: -32068230.000000 Penalty: 6212.891113
	Iteration 91Q: 3 clusters Score -3.206823e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 107665 members 
Entering Unmasked Estep 
Score: -32068400.000000 Penalty: 6212.891113
	Iteration 92Q: 3 clusters Score -3.20684e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168119 members 
Mstep: Class 2 contains 107284 members 
Entering Unmasked Estep 
Score: -32068796.000000 Penalty: 6212.891113
	Iteration 93Q: 3 clusters Score -3.20688e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168636 members 
Mstep: Class 2 contains 106767 members 
Entering Unmasked Estep 
Score: -32069136.000000 Penalty: 6212.891113
	Iteration 94Q: 3 clusters Score -3.206914e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -32069618.000000 Penalty: 6212.891113
	Iteration 95Q: 3 clusters Score -3.206962e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -32069948.000000 Penalty: 6212.891113
	Iteration 96Q: 3 clusters Score -3.206995e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 105331 members 
Entering Unmasked Estep 
Score: -32070048.000000 Penalty: 6212.891113
	Iteration 97Q: 3 clusters Score -3.207005e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170525 members 
Mstep: Class 2 contains 104878 members 
Entering Unmasked Estep 
Score: -32070138.000000 Penalty: 6212.891113
	Iteration 98Q: 3 clusters Score -3.207014e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170987 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -32070392.000000 Penalty: 6212.891113
	Iteration 99Q: 3 clusters Score -3.207039e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171481 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -32070440.000000 Penalty: 6212.891113
	Iteration 100F: 3 clusters Score -3.207044e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171975 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -32070624.000000 Penalty: 6212.891113
	Iteration 101Q: 3 clusters Score -3.207062e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172508 members 
Mstep: Class 2 contains 102895 members 
Entering Unmasked Estep 
Score: -32070686.000000 Penalty: 6212.891113
	Iteration 102Q: 3 clusters Score -3.207069e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173068 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -32070668.000000 Penalty: 6212.891113
	Iteration 103Q: 3 clusters Score -3.207067e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -32070760.000000 Penalty: 6212.891113
	Iteration 104Q: 3 clusters Score -3.207076e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174163 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -32070772.000000 Penalty: 6212.891113
	Iteration 105Q: 3 clusters Score -3.207077e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174726 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -32070904.000000 Penalty: 6212.891113
	Iteration 106Q: 3 clusters Score -3.20709e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175314 members 
Mstep: Class 2 contains 100089 members 
Entering Unmasked Estep 
Score: -32070974.000000 Penalty: 6212.891113
	Iteration 107Q: 3 clusters Score -3.207097e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175900 members 
Mstep: Class 2 contains 99503 members 
Entering Unmasked Estep 
Score: -32070970.000000 Penalty: 6212.891113
	Iteration 108Q: 3 clusters Score -3.207097e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176494 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -32070918.000000 Penalty: 6212.891113
	Iteration 109Q: 3 clusters Score -3.207092e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177109 members 
Mstep: Class 2 contains 98294 members 
Entering Unmasked Estep 
Score: -32070916.000000 Penalty: 6212.891113
	Iteration 110Q: 3 clusters Score -3.207092e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177707 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -32070910.000000 Penalty: 6212.891113
	Iteration 111Q: 3 clusters Score -3.207091e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178316 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -32070882.000000 Penalty: 6212.891113
	Iteration 112Q: 3 clusters Score -3.207088e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178896 members 
Mstep: Class 2 contains 96507 members 
Entering Unmasked Estep 
Score: -32070944.000000 Penalty: 6212.891113
	Iteration 113Q: 3 clusters Score -3.207094e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179461 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -32070912.000000 Penalty: 6212.891113
	Iteration 114Q: 3 clusters Score -3.207091e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180032 members 
Mstep: Class 2 contains 95371 members 
Entering Unmasked Estep 
Score: -32070946.000000 Penalty: 6212.891113
	Iteration 115Q: 3 clusters Score -3.207095e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180588 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -32070894.000000 Penalty: 6212.891113
	Iteration 116Q: 3 clusters Score -3.207089e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -32070928.000000 Penalty: 6212.891113
	Iteration 117Q: 3 clusters Score -3.207093e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181709 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -32070856.000000 Penalty: 6212.891113
	Iteration 118Q: 3 clusters Score -3.207086e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182225 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -32070770.000000 Penalty: 6212.891113
	Iteration 119Q: 3 clusters Score -3.207077e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182736 members 
Mstep: Class 2 contains 92667 members 
Entering Unmasked Estep 
Score: -32070804.000000 Penalty: 6212.891113
	Iteration 120F: 3 clusters Score -3.20708e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -32070796.000000 Penalty: 6212.891113
	Iteration 121Q: 3 clusters Score -3.20708e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183693 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -32070734.000000 Penalty: 6212.891113
	Iteration 122Q: 3 clusters Score -3.207073e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184183 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -32070782.000000 Penalty: 6212.891113
	Iteration 123Q: 3 clusters Score -3.207078e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184638 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -32070748.000000 Penalty: 6212.891113
	Iteration 124Q: 3 clusters Score -3.207075e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185144 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -32070706.000000 Penalty: 6212.891113
	Iteration 125Q: 3 clusters Score -3.207071e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185674 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -32070662.000000 Penalty: 6212.891113
	Iteration 126Q: 3 clusters Score -3.207066e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186156 members 
Mstep: Class 2 contains 89247 members 
Entering Unmasked Estep 
Score: -32070668.000000 Penalty: 6212.891113
	Iteration 127Q: 3 clusters Score -3.207067e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186617 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -32070620.000000 Penalty: 6212.891113
	Iteration 128Q: 3 clusters Score -3.207062e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187069 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -32070588.000000 Penalty: 6212.891113
	Iteration 129Q: 3 clusters Score -3.207059e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187491 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -32070542.000000 Penalty: 6212.891113
	Iteration 130Q: 3 clusters Score -3.207054e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -32070478.000000 Penalty: 6212.891113
	Iteration 131Q: 3 clusters Score -3.207048e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188326 members 
Mstep: Class 2 contains 87077 members 
Entering Unmasked Estep 
Score: -32070472.000000 Penalty: 6212.891113
	Iteration 132Q: 3 clusters Score -3.207047e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188744 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -32070436.000000 Penalty: 6212.891113
	Iteration 133Q: 3 clusters Score -3.207044e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189177 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -32070440.000000 Penalty: 6212.891113
	Iteration 134Q: 3 clusters Score -3.207044e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189614 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -32070364.000000 Penalty: 6212.891113
	Iteration 135Q: 3 clusters Score -3.207036e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190043 members 
Mstep: Class 2 contains 85360 members 
Entering Unmasked Estep 
Score: -32070344.000000 Penalty: 6212.891113
	Iteration 136Q: 3 clusters Score -3.207034e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190495 members 
Mstep: Class 2 contains 84908 members 
Entering Unmasked Estep 
Score: -32070278.000000 Penalty: 6212.891113
	Iteration 137Q: 3 clusters Score -3.207028e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190955 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -32070222.000000 Penalty: 6212.891113
	Iteration 138Q: 3 clusters Score -3.207022e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191439 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -32070216.000000 Penalty: 6212.891113
	Iteration 139Q: 3 clusters Score -3.207022e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191933 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -32070158.000000 Penalty: 6212.891113
	Iteration 140F: 3 clusters Score -3.207016e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192439 members 
Mstep: Class 2 contains 82964 members 
Entering Unmasked Estep 
Score: -32070150.000000 Penalty: 6212.891113
	Iteration 141Q: 3 clusters Score -3.207015e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192934 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -32070080.000000 Penalty: 6212.891113
	Iteration 142Q: 3 clusters Score -3.207008e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -32070000.000000 Penalty: 6212.891113
	Iteration 143Q: 3 clusters Score -3.207e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193940 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -32069986.000000 Penalty: 6212.891113
	Iteration 144Q: 3 clusters Score -3.206999e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194453 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -32069920.000000 Penalty: 6212.891113
	Iteration 145Q: 3 clusters Score -3.206992e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194953 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -32069954.000000 Penalty: 6212.891113
	Iteration 146Q: 3 clusters Score -3.206995e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195513 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -32070054.000000 Penalty: 6212.891113
	Iteration 147Q: 3 clusters Score -3.207005e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196108 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -32070084.000000 Penalty: 6212.891113
	Iteration 148Q: 3 clusters Score -3.207008e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196772 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -32070110.000000 Penalty: 6212.891113
	Iteration 149Q: 3 clusters Score -3.207011e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197406 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -32070078.000000 Penalty: 6212.891113
	Iteration 150Q: 3 clusters Score -3.207008e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198044 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -32070126.000000 Penalty: 6212.891113
	Iteration 151Q: 3 clusters Score -3.207013e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198690 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -32070086.000000 Penalty: 6212.891113
	Iteration 152Q: 3 clusters Score -3.207009e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199350 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -32070136.000000 Penalty: 6212.891113
	Iteration 153Q: 3 clusters Score -3.207014e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200041 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -32070178.000000 Penalty: 6212.891113
	Iteration 154Q: 3 clusters Score -3.207018e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200765 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -32070110.000000 Penalty: 6212.891113
	Iteration 155Q: 3 clusters Score -3.207011e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201478 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -32070112.000000 Penalty: 6212.891113
	Iteration 156Q: 3 clusters Score -3.207011e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202231 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -32070302.000000 Penalty: 6212.891113
	Iteration 157Q: 3 clusters Score -3.20703e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203012 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -32070374.000000 Penalty: 6212.891113
	Iteration 158Q: 3 clusters Score -3.207037e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203784 members 
Mstep: Class 2 contains 71619 members 
Entering Unmasked Estep 
Score: -32070404.000000 Penalty: 6212.891113
	Iteration 159Q: 3 clusters Score -3.20704e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204594 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -32070388.000000 Penalty: 6212.891113
	Iteration 160F: 3 clusters Score -3.207039e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205479 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -32070372.000000 Penalty: 6212.891113
	Iteration 161Q: 3 clusters Score -3.207037e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206464 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -32070306.000000 Penalty: 6212.891113
	Iteration 162Q: 3 clusters Score -3.207031e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207452 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -32070390.000000 Penalty: 6212.891113
	Iteration 163Q: 3 clusters Score -3.207039e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208461 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -32070458.000000 Penalty: 6212.891113
	Iteration 164Q: 3 clusters Score -3.207046e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209543 members 
Mstep: Class 2 contains 65860 members 
Entering Unmasked Estep 
Score: -32070414.000000 Penalty: 6212.891113
	Iteration 165Q: 3 clusters Score -3.207041e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210672 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -32070396.000000 Penalty: 6212.891113
	Iteration 166Q: 3 clusters Score -3.20704e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211831 members 
Mstep: Class 2 contains 63572 members 
Entering Unmasked Estep 
Score: -32070450.000000 Penalty: 6212.891113
	Iteration 167Q: 3 clusters Score -3.207045e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213041 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -32070554.000000 Penalty: 6212.891113
	Iteration 168Q: 3 clusters Score -3.207055e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214278 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -32070714.000000 Penalty: 6212.891113
	Iteration 169Q: 3 clusters Score -3.207071e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215578 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -32070844.000000 Penalty: 6212.891113
	Iteration 170Q: 3 clusters Score -3.207084e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216909 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -32070954.000000 Penalty: 6212.891113
	Iteration 171Q: 3 clusters Score -3.207095e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218301 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -32071132.000000 Penalty: 6212.891113
	Iteration 172Q: 3 clusters Score -3.207113e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219706 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -32071238.000000 Penalty: 6212.891113
	Iteration 173Q: 3 clusters Score -3.207124e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221148 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -32071318.000000 Penalty: 6212.891113
	Iteration 174Q: 3 clusters Score -3.207132e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222640 members 
Mstep: Class 2 contains 52763 members 
Entering Unmasked Estep 
Score: -32071480.000000 Penalty: 6212.891113
	Iteration 175Q: 3 clusters Score -3.207148e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224068 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -32071528.000000 Penalty: 6212.891113
	Iteration 176Q: 3 clusters Score -3.207153e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225654 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -32071814.000000 Penalty: 6212.891113
	Iteration 177Q: 3 clusters Score -3.207181e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227281 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -32071988.000000 Penalty: 6212.891113
	Iteration 178Q: 3 clusters Score -3.207199e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228963 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -32072300.000000 Penalty: 6212.891113
	Iteration 179Q: 3 clusters Score -3.20723e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230740 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -32072660.000000 Penalty: 6212.891113
	Iteration 180F: 3 clusters Score -3.207266e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232562 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -32073002.000000 Penalty: 6212.891113
	Iteration 181Q: 3 clusters Score -3.2073e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234519 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -32073406.000000 Penalty: 6212.891113
	Iteration 182Q: 3 clusters Score -3.207341e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236615 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -32073936.000000 Penalty: 6212.891113
	Iteration 183Q: 3 clusters Score -3.207394e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238809 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -32074254.000000 Penalty: 6212.891113
	Iteration 184Q: 3 clusters Score -3.207425e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241043 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -32074678.000000 Penalty: 6212.891113
	Iteration 185Q: 3 clusters Score -3.207468e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243270 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -32075126.000000 Penalty: 6212.891113
	Iteration 186Q: 3 clusters Score -3.207513e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245487 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -32075670.000000 Penalty: 6212.891113
	Iteration 187Q: 3 clusters Score -3.207567e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247666 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -32076246.000000 Penalty: 6212.891113
	Iteration 188Q: 3 clusters Score -3.207625e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249752 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -32076762.000000 Penalty: 6212.891113
	Iteration 189Q: 3 clusters Score -3.207676e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251728 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -32077062.000000 Penalty: 6212.891113
	Iteration 190Q: 3 clusters Score -3.207706e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253640 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -32077418.000000 Penalty: 6212.891113
	Iteration 191Q: 3 clusters Score -3.207742e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255424 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -32077896.000000 Penalty: 6212.891113
	Iteration 192Q: 3 clusters Score -3.20779e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257160 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -32078368.000000 Penalty: 6212.891113
	Iteration 193Q: 3 clusters Score -3.207837e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258819 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -32079028.000000 Penalty: 6212.891113
	Iteration 194Q: 3 clusters Score -3.207903e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260404 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -32079434.000000 Penalty: 6212.891113
	Iteration 195Q: 3 clusters Score -3.207943e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261824 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -32080044.000000 Penalty: 6212.891113
	Iteration 196Q: 3 clusters Score -3.208004e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263122 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -32080356.000000 Penalty: 6212.891113
	Iteration 197Q: 3 clusters Score -3.208036e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264268 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -32080750.000000 Penalty: 6212.891113
	Iteration 198Q: 3 clusters Score -3.208075e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265341 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -32081086.000000 Penalty: 6212.891113
	Iteration 199Q: 3 clusters Score -3.208109e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266247 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -32081416.000000 Penalty: 6212.891113
	Iteration 200F: 3 clusters Score -3.208142e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267067 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -32081772.000000 Penalty: 6212.891113
	Iteration 201Q: 3 clusters Score -3.208177e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267820 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -32082088.000000 Penalty: 6212.891113
	Iteration 202Q: 3 clusters Score -3.208209e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268463 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -32082258.000000 Penalty: 6212.891113
	Iteration 203Q: 3 clusters Score -3.208226e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269030 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -32082518.000000 Penalty: 6212.891113
	Iteration 204Q: 3 clusters Score -3.208252e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269533 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -32082734.000000 Penalty: 6212.891113
	Iteration 205Q: 3 clusters Score -3.208273e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269967 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -32082842.000000 Penalty: 6212.891113
	Iteration 206Q: 3 clusters Score -3.208284e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270342 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -32082942.000000 Penalty: 6212.891113
	Iteration 207Q: 3 clusters Score -3.208294e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270635 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -32083046.000000 Penalty: 6212.891113
	Iteration 208Q: 3 clusters Score -3.208305e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270899 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -32083058.000000 Penalty: 6212.891113
	Iteration 209Q: 3 clusters Score -3.208306e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271123 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -32083202.000000 Penalty: 6212.891113
	Iteration 210Q: 3 clusters Score -3.20832e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271339 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -32083228.000000 Penalty: 6212.891113
	Iteration 211Q: 3 clusters Score -3.208323e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271544 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -32083300.000000 Penalty: 6212.891113
	Iteration 212Q: 3 clusters Score -3.20833e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271726 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -32083412.000000 Penalty: 6212.891113
	Iteration 213Q: 3 clusters Score -3.208341e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271885 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -32083530.000000 Penalty: 6212.891113
	Iteration 214Q: 3 clusters Score -3.208353e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272024 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -32083546.000000 Penalty: 6212.891113
	Iteration 215Q: 3 clusters Score -3.208355e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272142 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -32083562.000000 Penalty: 6212.891113
	Iteration 216Q: 3 clusters Score -3.208356e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272250 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -32083550.000000 Penalty: 6212.891113
	Iteration 217Q: 3 clusters Score -3.208355e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272345 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -32083608.000000 Penalty: 6212.891113
	Iteration 218Q: 3 clusters Score -3.208361e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272431 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -32083652.000000 Penalty: 6212.891113
	Iteration 219Q: 3 clusters Score -3.208365e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272502 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -32083732.000000 Penalty: 6212.891113
	Iteration 220F: 3 clusters Score -3.208373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272553 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -32083716.000000 Penalty: 6212.891113
	Iteration 221Q: 3 clusters Score -3.208372e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272614 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -32083716.000000 Penalty: 6212.891113
	Iteration 222Q: 3 clusters Score -3.208372e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272676 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -32083708.000000 Penalty: 6212.891113
	Iteration 223Q: 3 clusters Score -3.208371e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272731 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -32083742.000000 Penalty: 6212.891113
	Iteration 224Q: 3 clusters Score -3.208374e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272777 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -32083728.000000 Penalty: 6212.891113
	Iteration 225Q: 3 clusters Score -3.208373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272818 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -32083738.000000 Penalty: 6212.891113
	Iteration 226Q: 3 clusters Score -3.208374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272858 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -32083722.000000 Penalty: 6212.891113
	Iteration 227Q: 3 clusters Score -3.208372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272893 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -32083712.000000 Penalty: 6212.891113
	Iteration 228Q: 3 clusters Score -3.208371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272933 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -32083696.000000 Penalty: 6212.891113
	Iteration 229Q: 3 clusters Score -3.20837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272960 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -32083706.000000 Penalty: 6212.891113
	Iteration 230Q: 3 clusters Score -3.208371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272990 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -32083710.000000 Penalty: 6212.891113
	Iteration 231Q: 3 clusters Score -3.208371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273024 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -32083688.000000 Penalty: 6212.891113
	Iteration 232Q: 3 clusters Score -3.208369e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273047 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -32083706.000000 Penalty: 6212.891113
	Iteration 233Q: 3 clusters Score -3.208371e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273065 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -32083684.000000 Penalty: 6212.891113
	Iteration 234Q: 3 clusters Score -3.208368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273083 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -32083714.000000 Penalty: 6212.891113
	Iteration 235Q: 3 clusters Score -3.208371e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273108 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -32083710.000000 Penalty: 6212.891113
	Iteration 236Q: 3 clusters Score -3.208371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273129 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -32083716.000000 Penalty: 6212.891113
	Iteration 237Q: 3 clusters Score -3.208372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273154 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -32083708.000000 Penalty: 6212.891113
	Iteration 238Q: 3 clusters Score -3.208371e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273178 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -32083732.000000 Penalty: 6212.891113
	Iteration 239Q: 3 clusters Score -3.208373e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273192 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -32083758.000000 Penalty: 6212.891113
	Iteration 240F: 3 clusters Score -3.208376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273205 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -32083766.000000 Penalty: 6212.891113
	Iteration 241Q: 3 clusters Score -3.208377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273226 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -32083772.000000 Penalty: 6212.891113
	Iteration 242Q: 3 clusters Score -3.208377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273250 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -32083794.000000 Penalty: 6212.891113
	Iteration 243Q: 3 clusters Score -3.208379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273272 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -32083802.000000 Penalty: 6212.891113
	Iteration 244Q: 3 clusters Score -3.20838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273291 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -32083828.000000 Penalty: 6212.891113
	Iteration 245Q: 3 clusters Score -3.208383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273312 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -32083836.000000 Penalty: 6212.891113
	Iteration 246Q: 3 clusters Score -3.208384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273325 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -32083802.000000 Penalty: 6212.891113
	Iteration 247Q: 3 clusters Score -3.20838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273338 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -32083840.000000 Penalty: 6212.891113
	Iteration 248Q: 3 clusters Score -3.208384e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273354 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -32083838.000000 Penalty: 6212.891113
	Iteration 249Q: 3 clusters Score -3.208384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273366 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -32083844.000000 Penalty: 6212.891113
	Iteration 250Q: 3 clusters Score -3.208384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273368 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -32083852.000000 Penalty: 6212.891113
	Iteration 251Q: 3 clusters Score -3.208385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273373 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -32083832.000000 Penalty: 6212.891113
	Iteration 252Q: 3 clusters Score -3.208383e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273381 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -32083832.000000 Penalty: 6212.891113
	Iteration 253Q: 3 clusters Score -3.208383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273396 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -32083830.000000 Penalty: 6212.891113
	Iteration 254Q: 3 clusters Score -3.208383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273407 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -32083824.000000 Penalty: 6212.891113
	Iteration 255Q: 3 clusters Score -3.208382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273413 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -32083834.000000 Penalty: 6212.891113
	Iteration 256Q: 3 clusters Score -3.208383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273415 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -32083844.000000 Penalty: 6212.891113
	Iteration 257Q: 3 clusters Score -3.208384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273415 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -32083836.000000 Penalty: 6212.891113
	Iteration 258Q: 3 clusters Score -3.208384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273415 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -32083836.000000 Penalty: 6212.891113
	Iteration 259F: 3 clusters Score -3.208384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188432 members 
Entering Unmasked Estep 
Score: -21950790.000000 Penalty: 3012.330078
	Iteration 0F: 2 clusters Score -2.195079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -21829034.000000 Penalty: 6024.660156
	Iteration 0F: 3 clusters Score -2.182903e+07 nChanged 90529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -21881942.000000 Penalty: 6024.660156
	Iteration 1F: 3 clusters Score -2.188194e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 90602 members 
Entering Unmasked Estep 
Score: -21883692.000000 Penalty: 6024.660156
	Iteration 2Q: 3 clusters Score -2.188369e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100319 members 
Mstep: Class 2 contains 88113 members 
Entering Unmasked Estep 
Score: -21886406.000000 Penalty: 6024.660156
	Iteration 3Q: 3 clusters Score -2.188641e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104293 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -21891000.000000 Penalty: 6024.660156
	Iteration 4Q: 3 clusters Score -2.1891e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110211 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -21898164.000000 Penalty: 6024.660156
	Iteration 5F: 3 clusters Score -2.189816e+07 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -21908170.000000 Penalty: 6024.660156
	Iteration 6F: 3 clusters Score -2.190817e+07 nChanged 14520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127475 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -21920140.000000 Penalty: 6024.660156
	Iteration 7F: 3 clusters Score -2.192014e+07 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135192 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -21931574.000000 Penalty: 6024.660156
	Iteration 8F: 3 clusters Score -2.193157e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140233 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -21939744.000000 Penalty: 6024.660156
	Iteration 9F: 3 clusters Score -2.193974e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -21943862.000000 Penalty: 6024.660156
	Iteration 10Q: 3 clusters Score -2.194386e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145677 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -21946000.000000 Penalty: 6024.660156
	Iteration 11Q: 3 clusters Score -2.1946e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -21947330.000000 Penalty: 6024.660156
	Iteration 12Q: 3 clusters Score -2.194733e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -21948128.000000 Penalty: 6024.660156
	Iteration 13Q: 3 clusters Score -2.194813e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150074 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -21948656.000000 Penalty: 6024.660156
	Iteration 14Q: 3 clusters Score -2.194866e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -21949254.000000 Penalty: 6024.660156
	Iteration 15Q: 3 clusters Score -2.194925e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -21949626.000000 Penalty: 6024.660156
	Iteration 16Q: 3 clusters Score -2.194963e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -21950000.000000 Penalty: 6024.660156
	Iteration 17Q: 3 clusters Score -2.195e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153847 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -21950182.000000 Penalty: 6024.660156
	Iteration 18Q: 3 clusters Score -2.195018e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154591 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -21950304.000000 Penalty: 6024.660156
	Iteration 19Q: 3 clusters Score -2.19503e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155287 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -21950526.000000 Penalty: 6024.660156
	Iteration 20F: 3 clusters Score -2.195053e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155944 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -21950588.000000 Penalty: 6024.660156
	Iteration 21Q: 3 clusters Score -2.195059e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -21950536.000000 Penalty: 6024.660156
	Iteration 22Q: 3 clusters Score -2.195054e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -21950556.000000 Penalty: 6024.660156
	Iteration 23Q: 3 clusters Score -2.195056e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -21950696.000000 Penalty: 6024.660156
	Iteration 24Q: 3 clusters Score -2.19507e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158429 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -21950722.000000 Penalty: 6024.660156
	Iteration 25Q: 3 clusters Score -2.195072e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158994 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -21950710.000000 Penalty: 6024.660156
	Iteration 26Q: 3 clusters Score -2.195071e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -21950760.000000 Penalty: 6024.660156
	Iteration 27Q: 3 clusters Score -2.195076e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160062 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -21950764.000000 Penalty: 6024.660156
	Iteration 28Q: 3 clusters Score -2.195076e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160569 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -21950798.000000 Penalty: 6024.660156
	Iteration 29Q: 3 clusters Score -2.19508e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161083 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -21950850.000000 Penalty: 6024.660156
	Iteration 30Q: 3 clusters Score -2.195085e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161609 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -21950908.000000 Penalty: 6024.660156
	Iteration 31Q: 3 clusters Score -2.195091e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -21950924.000000 Penalty: 6024.660156
	Iteration 32Q: 3 clusters Score -2.195092e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -21950970.000000 Penalty: 6024.660156
	Iteration 33Q: 3 clusters Score -2.195097e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163084 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -21950938.000000 Penalty: 6024.660156
	Iteration 34Q: 3 clusters Score -2.195094e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163503 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -21950968.000000 Penalty: 6024.660156
	Iteration 35Q: 3 clusters Score -2.195097e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163913 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -21950978.000000 Penalty: 6024.660156
	Iteration 36Q: 3 clusters Score -2.195098e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -21951016.000000 Penalty: 6024.660156
	Iteration 37Q: 3 clusters Score -2.195102e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -21950992.000000 Penalty: 6024.660156
	Iteration 38Q: 3 clusters Score -2.195099e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -21950982.000000 Penalty: 6024.660156
	Iteration 39Q: 3 clusters Score -2.195098e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165396 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -21951052.000000 Penalty: 6024.660156
	Iteration 40F: 3 clusters Score -2.195105e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165760 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -21951104.000000 Penalty: 6024.660156
	Iteration 41Q: 3 clusters Score -2.19511e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -21951026.000000 Penalty: 6024.660156
	Iteration 42Q: 3 clusters Score -2.195103e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166393 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -21951038.000000 Penalty: 6024.660156
	Iteration 43Q: 3 clusters Score -2.195104e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166703 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -21951050.000000 Penalty: 6024.660156
	Iteration 44Q: 3 clusters Score -2.195105e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -21951024.000000 Penalty: 6024.660156
	Iteration 45Q: 3 clusters Score -2.195102e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -21951000.000000 Penalty: 6024.660156
	Iteration 46Q: 3 clusters Score -2.1951e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167445 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -21951022.000000 Penalty: 6024.660156
	Iteration 47Q: 3 clusters Score -2.195102e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167619 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -21950974.000000 Penalty: 6024.660156
	Iteration 48Q: 3 clusters Score -2.195097e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -21950998.000000 Penalty: 6024.660156
	Iteration 49Q: 3 clusters Score -2.1951e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167958 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -21950976.000000 Penalty: 6024.660156
	Iteration 50Q: 3 clusters Score -2.195098e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -21950932.000000 Penalty: 6024.660156
	Iteration 51Q: 3 clusters Score -2.195093e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168304 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -21950938.000000 Penalty: 6024.660156
	Iteration 52Q: 3 clusters Score -2.195094e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168452 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -21950970.000000 Penalty: 6024.660156
	Iteration 53Q: 3 clusters Score -2.195097e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168576 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -21950930.000000 Penalty: 6024.660156
	Iteration 54Q: 3 clusters Score -2.195093e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -21950928.000000 Penalty: 6024.660156
	Iteration 55Q: 3 clusters Score -2.195093e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168815 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -21950904.000000 Penalty: 6024.660156
	Iteration 56Q: 3 clusters Score -2.19509e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168920 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -21950868.000000 Penalty: 6024.660156
	Iteration 57Q: 3 clusters Score -2.195087e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -21950848.000000 Penalty: 6024.660156
	Iteration 58Q: 3 clusters Score -2.195085e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -21950834.000000 Penalty: 6024.660156
	Iteration 59Q: 3 clusters Score -2.195083e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -21950824.000000 Penalty: 6024.660156
	Iteration 60F: 3 clusters Score -2.195082e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169276 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -21950838.000000 Penalty: 6024.660156
	Iteration 61Q: 3 clusters Score -2.195084e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -21950834.000000 Penalty: 6024.660156
	Iteration 62Q: 3 clusters Score -2.195083e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -21950806.000000 Penalty: 6024.660156
	Iteration 63Q: 3 clusters Score -2.195081e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169488 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -21950790.000000 Penalty: 6024.660156
	Iteration 64Q: 3 clusters Score -2.195079e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -21950800.000000 Penalty: 6024.660156
	Iteration 65Q: 3 clusters Score -2.19508e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169607 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -21950812.000000 Penalty: 6024.660156
	Iteration 66Q: 3 clusters Score -2.195081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169673 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -21950822.000000 Penalty: 6024.660156
	Iteration 67Q: 3 clusters Score -2.195082e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169744 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -21950808.000000 Penalty: 6024.660156
	Iteration 68Q: 3 clusters Score -2.195081e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -21950806.000000 Penalty: 6024.660156
	Iteration 69Q: 3 clusters Score -2.195081e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169889 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -21950790.000000 Penalty: 6024.660156
	Iteration 70Q: 3 clusters Score -2.195079e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169967 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -21950760.000000 Penalty: 6024.660156
	Iteration 71Q: 3 clusters Score -2.195076e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -21950758.000000 Penalty: 6024.660156
	Iteration 72Q: 3 clusters Score -2.195076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -21950780.000000 Penalty: 6024.660156
	Iteration 73Q: 3 clusters Score -2.195078e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170188 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -21950790.000000 Penalty: 6024.660156
	Iteration 74Q: 3 clusters Score -2.195079e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170263 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -21950782.000000 Penalty: 6024.660156
	Iteration 75Q: 3 clusters Score -2.195078e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170342 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -21950790.000000 Penalty: 6024.660156
	Iteration 76Q: 3 clusters Score -2.195079e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170412 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -21950776.000000 Penalty: 6024.660156
	Iteration 77Q: 3 clusters Score -2.195078e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170481 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -21950752.000000 Penalty: 6024.660156
	Iteration 78Q: 3 clusters Score -2.195075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170539 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -21950752.000000 Penalty: 6024.660156
	Iteration 79Q: 3 clusters Score -2.195075e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170600 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -21950730.000000 Penalty: 6024.660156
	Iteration 80F: 3 clusters Score -2.195073e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -21950736.000000 Penalty: 6024.660156
	Iteration 81Q: 3 clusters Score -2.195074e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -21950736.000000 Penalty: 6024.660156
	Iteration 82Q: 3 clusters Score -2.195074e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170760 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -21950722.000000 Penalty: 6024.660156
	Iteration 83Q: 3 clusters Score -2.195072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -21950742.000000 Penalty: 6024.660156
	Iteration 84Q: 3 clusters Score -2.195074e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -21950666.000000 Penalty: 6024.660156
	Iteration 85Q: 3 clusters Score -2.195067e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170953 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -21950698.000000 Penalty: 6024.660156
	Iteration 86Q: 3 clusters Score -2.19507e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -21950632.000000 Penalty: 6024.660156
	Iteration 87Q: 3 clusters Score -2.195063e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171093 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -21950652.000000 Penalty: 6024.660156
	Iteration 88Q: 3 clusters Score -2.195065e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -21950656.000000 Penalty: 6024.660156
	Iteration 89Q: 3 clusters Score -2.195066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171242 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -21950620.000000 Penalty: 6024.660156
	Iteration 90Q: 3 clusters Score -2.195062e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171308 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -21950614.000000 Penalty: 6024.660156
	Iteration 91Q: 3 clusters Score -2.195061e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171376 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -21950614.000000 Penalty: 6024.660156
	Iteration 92Q: 3 clusters Score -2.195061e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171448 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -21950622.000000 Penalty: 6024.660156
	Iteration 93Q: 3 clusters Score -2.195062e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -21950612.000000 Penalty: 6024.660156
	Iteration 94Q: 3 clusters Score -2.195061e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171575 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -21950618.000000 Penalty: 6024.660156
	Iteration 95Q: 3 clusters Score -2.195062e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171631 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -21950596.000000 Penalty: 6024.660156
	Iteration 96Q: 3 clusters Score -2.19506e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171691 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -21950580.000000 Penalty: 6024.660156
	Iteration 97Q: 3 clusters Score -2.195058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -21950584.000000 Penalty: 6024.660156
	Iteration 98Q: 3 clusters Score -2.195058e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -21950586.000000 Penalty: 6024.660156
	Iteration 99Q: 3 clusters Score -2.195059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171826 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -21950580.000000 Penalty: 6024.660156
	Iteration 100F: 3 clusters Score -2.195058e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171868 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -21950596.000000 Penalty: 6024.660156
	Iteration 101Q: 3 clusters Score -2.19506e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171906 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -21950600.000000 Penalty: 6024.660156
	Iteration 102Q: 3 clusters Score -2.19506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -21950570.000000 Penalty: 6024.660156
	Iteration 103Q: 3 clusters Score -2.195057e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171980 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -21950554.000000 Penalty: 6024.660156
	Iteration 104Q: 3 clusters Score -2.195055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172016 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -21950564.000000 Penalty: 6024.660156
	Iteration 105Q: 3 clusters Score -2.195056e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172047 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -21950546.000000 Penalty: 6024.660156
	Iteration 106Q: 3 clusters Score -2.195055e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172073 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -21950542.000000 Penalty: 6024.660156
	Iteration 107Q: 3 clusters Score -2.195054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172096 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -21950544.000000 Penalty: 6024.660156
	Iteration 108Q: 3 clusters Score -2.195054e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -21950586.000000 Penalty: 6024.660156
	Iteration 109Q: 3 clusters Score -2.195059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172153 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -21950582.000000 Penalty: 6024.660156
	Iteration 110Q: 3 clusters Score -2.195058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172179 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -21950602.000000 Penalty: 6024.660156
	Iteration 111Q: 3 clusters Score -2.19506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172217 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -21950580.000000 Penalty: 6024.660156
	Iteration 112Q: 3 clusters Score -2.195058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172252 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -21950568.000000 Penalty: 6024.660156
	Iteration 113Q: 3 clusters Score -2.195057e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172290 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -21950586.000000 Penalty: 6024.660156
	Iteration 114Q: 3 clusters Score -2.195059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172321 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -21950580.000000 Penalty: 6024.660156
	Iteration 115Q: 3 clusters Score -2.195058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172359 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -21950592.000000 Penalty: 6024.660156
	Iteration 116Q: 3 clusters Score -2.195059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172389 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -21950588.000000 Penalty: 6024.660156
	Iteration 117Q: 3 clusters Score -2.195059e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172428 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -21950584.000000 Penalty: 6024.660156
	Iteration 118Q: 3 clusters Score -2.195058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172461 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -21950584.000000 Penalty: 6024.660156
	Iteration 119Q: 3 clusters Score -2.195058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172499 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -21950570.000000 Penalty: 6024.660156
	Iteration 120F: 3 clusters Score -2.195057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172545 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -21950596.000000 Penalty: 6024.660156
	Iteration 121Q: 3 clusters Score -2.19506e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172593 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -21950582.000000 Penalty: 6024.660156
	Iteration 122Q: 3 clusters Score -2.195058e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172640 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -21950574.000000 Penalty: 6024.660156
	Iteration 123Q: 3 clusters Score -2.195057e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172685 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -21950578.000000 Penalty: 6024.660156
	Iteration 124Q: 3 clusters Score -2.195058e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172722 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -21950604.000000 Penalty: 6024.660156
	Iteration 125Q: 3 clusters Score -2.19506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172749 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -21950580.000000 Penalty: 6024.660156
	Iteration 126Q: 3 clusters Score -2.195058e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172774 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -21950572.000000 Penalty: 6024.660156
	Iteration 127Q: 3 clusters Score -2.195057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172792 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -21950564.000000 Penalty: 6024.660156
	Iteration 128Q: 3 clusters Score -2.195056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -21950566.000000 Penalty: 6024.660156
	Iteration 129Q: 3 clusters Score -2.195057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -21950566.000000 Penalty: 6024.660156
	Iteration 130Q: 3 clusters Score -2.195057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172814 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -21950556.000000 Penalty: 6024.660156
	Iteration 131Q: 3 clusters Score -2.195056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172827 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -21950544.000000 Penalty: 6024.660156
	Iteration 132Q: 3 clusters Score -2.195054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172836 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -21950534.000000 Penalty: 6024.660156
	Iteration 133Q: 3 clusters Score -2.195053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -21950550.000000 Penalty: 6024.660156
	Iteration 134Q: 3 clusters Score -2.195055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172855 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -21950558.000000 Penalty: 6024.660156
	Iteration 135Q: 3 clusters Score -2.195056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172861 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -21950540.000000 Penalty: 6024.660156
	Iteration 136Q: 3 clusters Score -2.195054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172871 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -21950540.000000 Penalty: 6024.660156
	Iteration 137Q: 3 clusters Score -2.195054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172881 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -21950546.000000 Penalty: 6024.660156
	Iteration 138Q: 3 clusters Score -2.195055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172893 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -21950558.000000 Penalty: 6024.660156
	Iteration 139Q: 3 clusters Score -2.195056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172906 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -21950564.000000 Penalty: 6024.660156
	Iteration 140F: 3 clusters Score -2.195056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -21950558.000000 Penalty: 6024.660156
	Iteration 141Q: 3 clusters Score -2.195056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172924 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -21950570.000000 Penalty: 6024.660156
	Iteration 142Q: 3 clusters Score -2.195057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172929 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -21950566.000000 Penalty: 6024.660156
	Iteration 143Q: 3 clusters Score -2.195057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172934 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -21950562.000000 Penalty: 6024.660156
	Iteration 144Q: 3 clusters Score -2.195056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172938 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -21950560.000000 Penalty: 6024.660156
	Iteration 145Q: 3 clusters Score -2.195056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172943 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -21950554.000000 Penalty: 6024.660156
	Iteration 146Q: 3 clusters Score -2.195055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172944 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -21950556.000000 Penalty: 6024.660156
	Iteration 147Q: 3 clusters Score -2.195056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172945 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -21950552.000000 Penalty: 6024.660156
	Iteration 148Q: 3 clusters Score -2.195055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -21950540.000000 Penalty: 6024.660156
	Iteration 149Q: 3 clusters Score -2.195054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172951 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -21950538.000000 Penalty: 6024.660156
	Iteration 150Q: 3 clusters Score -2.195054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172953 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -21950540.000000 Penalty: 6024.660156
	Iteration 151Q: 3 clusters Score -2.195054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172955 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -21950544.000000 Penalty: 6024.660156
	Iteration 152Q: 3 clusters Score -2.195054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172956 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -21950546.000000 Penalty: 6024.660156
	Iteration 153Q: 3 clusters Score -2.195055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -21950554.000000 Penalty: 6024.660156
	Iteration 154Q: 3 clusters Score -2.195055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -21950548.000000 Penalty: 6024.660156
	Iteration 155Q: 3 clusters Score -2.195055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172963 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -21950536.000000 Penalty: 6024.660156
	Iteration 156Q: 3 clusters Score -2.195054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -21950552.000000 Penalty: 6024.660156
	Iteration 157Q: 3 clusters Score -2.195055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172969 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -21950532.000000 Penalty: 6024.660156
	Iteration 158Q: 3 clusters Score -2.195053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -21950544.000000 Penalty: 6024.660156
	Iteration 159Q: 3 clusters Score -2.195054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172985 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -21950546.000000 Penalty: 6024.660156
	Iteration 160F: 3 clusters Score -2.195055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172993 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -21950538.000000 Penalty: 6024.660156
	Iteration 161Q: 3 clusters Score -2.195054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173001 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -21950530.000000 Penalty: 6024.660156
	Iteration 162Q: 3 clusters Score -2.195053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173011 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -21950526.000000 Penalty: 6024.660156
	Iteration 163Q: 3 clusters Score -2.195053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173019 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -21950514.000000 Penalty: 6024.660156
	Iteration 164Q: 3 clusters Score -2.195051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173026 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -21950510.000000 Penalty: 6024.660156
	Iteration 165Q: 3 clusters Score -2.195051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173036 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -21950498.000000 Penalty: 6024.660156
	Iteration 166Q: 3 clusters Score -2.19505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173042 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -21950506.000000 Penalty: 6024.660156
	Iteration 167Q: 3 clusters Score -2.195051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173048 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -21950506.000000 Penalty: 6024.660156
	Iteration 168Q: 3 clusters Score -2.195051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -21950508.000000 Penalty: 6024.660156
	Iteration 169Q: 3 clusters Score -2.195051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173060 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -21950518.000000 Penalty: 6024.660156
	Iteration 170Q: 3 clusters Score -2.195052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173069 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -21950522.000000 Penalty: 6024.660156
	Iteration 171Q: 3 clusters Score -2.195052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173077 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -21950514.000000 Penalty: 6024.660156
	Iteration 172Q: 3 clusters Score -2.195051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173086 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -21950510.000000 Penalty: 6024.660156
	Iteration 173Q: 3 clusters Score -2.195051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173098 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -21950508.000000 Penalty: 6024.660156
	Iteration 174Q: 3 clusters Score -2.195051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -21950510.000000 Penalty: 6024.660156
	Iteration 175Q: 3 clusters Score -2.195051e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173133 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -21950528.000000 Penalty: 6024.660156
	Iteration 176Q: 3 clusters Score -2.195053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173147 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -21950510.000000 Penalty: 6024.660156
	Iteration 177Q: 3 clusters Score -2.195051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -21950520.000000 Penalty: 6024.660156
	Iteration 178Q: 3 clusters Score -2.195052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -21950516.000000 Penalty: 6024.660156
	Iteration 179Q: 3 clusters Score -2.195052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173161 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -21950530.000000 Penalty: 6024.660156
	Iteration 180F: 3 clusters Score -2.195053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -21950518.000000 Penalty: 6024.660156
	Iteration 181Q: 3 clusters Score -2.195052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173169 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -21950524.000000 Penalty: 6024.660156
	Iteration 182Q: 3 clusters Score -2.195052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173172 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -21950522.000000 Penalty: 6024.660156
	Iteration 183Q: 3 clusters Score -2.195052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173173 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -21950528.000000 Penalty: 6024.660156
	Iteration 184Q: 3 clusters Score -2.195053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173174 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -21950532.000000 Penalty: 6024.660156
	Iteration 185Q: 3 clusters Score -2.195053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173176 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -21950528.000000 Penalty: 6024.660156
	Iteration 186Q: 3 clusters Score -2.195053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173178 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -21950538.000000 Penalty: 6024.660156
	Iteration 187Q: 3 clusters Score -2.195054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173181 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -21950544.000000 Penalty: 6024.660156
	Iteration 188Q: 3 clusters Score -2.195054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173184 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -21950550.000000 Penalty: 6024.660156
	Iteration 189Q: 3 clusters Score -2.195055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173185 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -21950554.000000 Penalty: 6024.660156
	Iteration 190Q: 3 clusters Score -2.195055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173188 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -21950556.000000 Penalty: 6024.660156
	Iteration 191Q: 3 clusters Score -2.195056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173189 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -21950550.000000 Penalty: 6024.660156
	Iteration 192Q: 3 clusters Score -2.195055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173190 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -21950554.000000 Penalty: 6024.660156
	Iteration 193Q: 3 clusters Score -2.195055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173192 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -21950556.000000 Penalty: 6024.660156
	Iteration 194Q: 3 clusters Score -2.195056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173194 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -21950536.000000 Penalty: 6024.660156
	Iteration 195Q: 3 clusters Score -2.195054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173197 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -21950536.000000 Penalty: 6024.660156
	Iteration 196Q: 3 clusters Score -2.195054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173203 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -21950534.000000 Penalty: 6024.660156
	Iteration 197Q: 3 clusters Score -2.195053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -21950530.000000 Penalty: 6024.660156
	Iteration 198Q: 3 clusters Score -2.195053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173215 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -21950550.000000 Penalty: 6024.660156
	Iteration 199Q: 3 clusters Score -2.195055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173222 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -21950554.000000 Penalty: 6024.660156
	Iteration 200F: 3 clusters Score -2.195055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173228 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -21950546.000000 Penalty: 6024.660156
	Iteration 201Q: 3 clusters Score -2.195055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173234 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -21950550.000000 Penalty: 6024.660156
	Iteration 202Q: 3 clusters Score -2.195055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173240 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -21950538.000000 Penalty: 6024.660156
	Iteration 203Q: 3 clusters Score -2.195054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173246 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -21950548.000000 Penalty: 6024.660156
	Iteration 204Q: 3 clusters Score -2.195055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -21950548.000000 Penalty: 6024.660156
	Iteration 205Q: 3 clusters Score -2.195055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -21950548.000000 Penalty: 6024.660156
	Iteration 206Q: 3 clusters Score -2.195055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173252 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -21950538.000000 Penalty: 6024.660156
	Iteration 207Q: 3 clusters Score -2.195054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173256 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -21950540.000000 Penalty: 6024.660156
	Iteration 208Q: 3 clusters Score -2.195054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173259 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -21950546.000000 Penalty: 6024.660156
	Iteration 209Q: 3 clusters Score -2.195055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173262 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -21950534.000000 Penalty: 6024.660156
	Iteration 210Q: 3 clusters Score -2.195053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173265 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -21950532.000000 Penalty: 6024.660156
	Iteration 211Q: 3 clusters Score -2.195053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173268 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -21950530.000000 Penalty: 6024.660156
	Iteration 212Q: 3 clusters Score -2.195053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173270 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -21950530.000000 Penalty: 6024.660156
	Iteration 213Q: 3 clusters Score -2.195053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -21950516.000000 Penalty: 6024.660156
	Iteration 214Q: 3 clusters Score -2.195052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173287 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -21950508.000000 Penalty: 6024.660156
	Iteration 215Q: 3 clusters Score -2.195051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173293 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -21950508.000000 Penalty: 6024.660156
	Iteration 216Q: 3 clusters Score -2.195051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173302 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -21950522.000000 Penalty: 6024.660156
	Iteration 217Q: 3 clusters Score -2.195052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173306 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -21950510.000000 Penalty: 6024.660156
	Iteration 218Q: 3 clusters Score -2.195051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -21950514.000000 Penalty: 6024.660156
	Iteration 219Q: 3 clusters Score -2.195051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173316 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -21950512.000000 Penalty: 6024.660156
	Iteration 220F: 3 clusters Score -2.195051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173321 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -21950514.000000 Penalty: 6024.660156
	Iteration 221Q: 3 clusters Score -2.195051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173327 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -21950500.000000 Penalty: 6024.660156
	Iteration 222Q: 3 clusters Score -2.19505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173331 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -21950494.000000 Penalty: 6024.660156
	Iteration 223Q: 3 clusters Score -2.195049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -21950484.000000 Penalty: 6024.660156
	Iteration 224Q: 3 clusters Score -2.195048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173338 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -21950500.000000 Penalty: 6024.660156
	Iteration 225Q: 3 clusters Score -2.19505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173344 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -21950512.000000 Penalty: 6024.660156
	Iteration 226Q: 3 clusters Score -2.195051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -21950530.000000 Penalty: 6024.660156
	Iteration 227Q: 3 clusters Score -2.195053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -21950512.000000 Penalty: 6024.660156
	Iteration 228Q: 3 clusters Score -2.195051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -21950518.000000 Penalty: 6024.660156
	Iteration 229Q: 3 clusters Score -2.195052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -21950510.000000 Penalty: 6024.660156
	Iteration 230Q: 3 clusters Score -2.195051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173370 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -21950500.000000 Penalty: 6024.660156
	Iteration 231Q: 3 clusters Score -2.19505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173372 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -21950496.000000 Penalty: 6024.660156
	Iteration 232Q: 3 clusters Score -2.19505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173379 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -21950492.000000 Penalty: 6024.660156
	Iteration 233Q: 3 clusters Score -2.195049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173390 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -21950498.000000 Penalty: 6024.660156
	Iteration 234Q: 3 clusters Score -2.19505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173397 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -21950496.000000 Penalty: 6024.660156
	Iteration 235Q: 3 clusters Score -2.19505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173404 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -21950486.000000 Penalty: 6024.660156
	Iteration 236Q: 3 clusters Score -2.195049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173411 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -21950494.000000 Penalty: 6024.660156
	Iteration 237Q: 3 clusters Score -2.195049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -21950492.000000 Penalty: 6024.660156
	Iteration 238Q: 3 clusters Score -2.195049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173425 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -21950496.000000 Penalty: 6024.660156
	Iteration 239Q: 3 clusters Score -2.19505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173433 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -21950498.000000 Penalty: 6024.660156
	Iteration 240F: 3 clusters Score -2.19505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173443 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -21950494.000000 Penalty: 6024.660156
	Iteration 241Q: 3 clusters Score -2.195049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173451 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -21950492.000000 Penalty: 6024.660156
	Iteration 242Q: 3 clusters Score -2.195049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173459 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -21950488.000000 Penalty: 6024.660156
	Iteration 243Q: 3 clusters Score -2.195049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -21950488.000000 Penalty: 6024.660156
	Iteration 244Q: 3 clusters Score -2.195049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173464 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -21950480.000000 Penalty: 6024.660156
	Iteration 245Q: 3 clusters Score -2.195048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173467 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -21950480.000000 Penalty: 6024.660156
	Iteration 246Q: 3 clusters Score -2.195048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173468 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -21950470.000000 Penalty: 6024.660156
	Iteration 247Q: 3 clusters Score -2.195047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173470 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -21950458.000000 Penalty: 6024.660156
	Iteration 248Q: 3 clusters Score -2.195046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -21950466.000000 Penalty: 6024.660156
	Iteration 249Q: 3 clusters Score -2.195047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -21950472.000000 Penalty: 6024.660156
	Iteration 250Q: 3 clusters Score -2.195047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -21950470.000000 Penalty: 6024.660156
	Iteration 251Q: 3 clusters Score -2.195047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -21950472.000000 Penalty: 6024.660156
	Iteration 252Q: 3 clusters Score -2.195047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -21950472.000000 Penalty: 6024.660156
	Iteration 253F: 3 clusters Score -2.195047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Entering Unmasked Estep 
Score: -954719.750000 Penalty: 2242.044189
	Iteration 0F: 2 clusters Score -954719.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -948035.750000 Penalty: 4484.088379
	Iteration 0F: 3 clusters Score -948035.8 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -949869.187500 Penalty: 4484.088379
	Iteration 1F: 3 clusters Score -949869.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -950159.875000 Penalty: 4484.088379
	Iteration 2F: 3 clusters Score -950159.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -950354.250000 Penalty: 4484.088379
	Iteration 3F: 3 clusters Score -950354.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -950525.250000 Penalty: 4484.088379
	Iteration 4Q: 3 clusters Score -950525.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -950677.812500 Penalty: 4484.088379
	Iteration 5Q: 3 clusters Score -950677.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -950816.312500 Penalty: 4484.088379
	Iteration 6Q: 3 clusters Score -950816.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -950958.687500 Penalty: 4484.088379
	Iteration 7Q: 3 clusters Score -950958.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -951102.437500 Penalty: 4484.088379
	Iteration 8Q: 3 clusters Score -951102.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -951241.437500 Penalty: 4484.088379
	Iteration 9Q: 3 clusters Score -951241.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -951391.062500 Penalty: 4484.088379
	Iteration 10Q: 3 clusters Score -951391.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -951541.062500 Penalty: 4484.088379
	Iteration 11Q: 3 clusters Score -951541.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -951707.000000 Penalty: 4484.088379
	Iteration 12Q: 3 clusters Score -951707 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -951869.625000 Penalty: 4484.088379
	Iteration 13Q: 3 clusters Score -951869.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -952021.875000 Penalty: 4484.088379
	Iteration 14Q: 3 clusters Score -952021.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -952173.500000 Penalty: 4484.088379
	Iteration 15Q: 3 clusters Score -952173.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -952338.812500 Penalty: 4484.088379
	Iteration 16Q: 3 clusters Score -952338.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -952470.500000 Penalty: 4484.088379
	Iteration 17Q: 3 clusters Score -952470.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -952565.500000 Penalty: 4484.088379
	Iteration 18Q: 3 clusters Score -952565.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -952627.812500 Penalty: 4484.088379
	Iteration 19Q: 3 clusters Score -952627.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -952686.187500 Penalty: 4484.088379
	Iteration 20F: 3 clusters Score -952686.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -952731.375000 Penalty: 4484.088379
	Iteration 21Q: 3 clusters Score -952731.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -952769.812500 Penalty: 4484.088379
	Iteration 22Q: 3 clusters Score -952769.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -952788.187500 Penalty: 4484.088379
	Iteration 23Q: 3 clusters Score -952788.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -952806.250000 Penalty: 4484.088379
	Iteration 24Q: 3 clusters Score -952806.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -952823.937500 Penalty: 4484.088379
	Iteration 25Q: 3 clusters Score -952823.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -952841.125000 Penalty: 4484.088379
	Iteration 26Q: 3 clusters Score -952841.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -952846.312500 Penalty: 4484.088379
	Iteration 27Q: 3 clusters Score -952846.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -952852.312500 Penalty: 4484.088379
	Iteration 28Q: 3 clusters Score -952852.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -952857.812500 Penalty: 4484.088379
	Iteration 29Q: 3 clusters Score -952857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -952858.937500 Penalty: 4484.088379
	Iteration 30Q: 3 clusters Score -952858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -952861.562500 Penalty: 4484.088379
	Iteration 31Q: 3 clusters Score -952861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -952862.937500 Penalty: 4484.088379
	Iteration 32Q: 3 clusters Score -952862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -952864.000000 Penalty: 4484.088379
	Iteration 33Q: 3 clusters Score -952864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -952869.062500 Penalty: 4484.088379
	Iteration 34Q: 3 clusters Score -952869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -952870.562500 Penalty: 4484.088379
	Iteration 35Q: 3 clusters Score -952870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -952870.750000 Penalty: 4484.088379
	Iteration 36Q: 3 clusters Score -952870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -952870.562500 Penalty: 4484.088379
	Iteration 37Q: 3 clusters Score -952870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -952870.562500 Penalty: 4484.088379
	Iteration 38Q: 3 clusters Score -952870.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -952872.750000 Penalty: 4484.088379
	Iteration 39Q: 3 clusters Score -952872.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -952872.750000 Penalty: 4484.088379
	Iteration 40F: 3 clusters Score -952872.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36211.085938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -36211.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34831.496094 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -34831.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35103.085938 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -35103.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35285.230469 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -35285.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35377.695312 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -35377.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35423.160156 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -35423.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35469.164062 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -35469.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -35521.152344 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -35521.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35555.148438 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -35555.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -35578.523438 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -35578.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -35583.460938 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -35583.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35586.113281 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -35586.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -35586.113281 Penalty: 2959.208984
	Iteration 11F: 3 clusters Score -35586.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Entering Unmasked Estep 
Score: -4766617.500000 Penalty: 2634.735596
	Iteration 0F: 2 clusters Score -4766618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4738966.000000 Penalty: 5269.471191
	Iteration 0F: 3 clusters Score -4738966 nChanged 18765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4749293.500000 Penalty: 5269.471191
	Iteration 1F: 3 clusters Score -4749294 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -4750022.000000 Penalty: 5269.471191
	Iteration 2Q: 3 clusters Score -4750022 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4750872.500000 Penalty: 5269.471191
	Iteration 3Q: 3 clusters Score -4750872 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4751836.000000 Penalty: 5269.471191
	Iteration 4F: 3 clusters Score -4751836 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4752917.500000 Penalty: 5269.471191
	Iteration 5F: 3 clusters Score -4752918 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -4754132.500000 Penalty: 5269.471191
	Iteration 6F: 3 clusters Score -4754132 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -4755314.500000 Penalty: 5269.471191
	Iteration 7F: 3 clusters Score -4755314 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4756426.000000 Penalty: 5269.471191
	Iteration 8F: 3 clusters Score -4756426 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4757369.500000 Penalty: 5269.471191
	Iteration 9Q: 3 clusters Score -4757370 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4758268.000000 Penalty: 5269.471191
	Iteration 10Q: 3 clusters Score -4758268 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4759079.000000 Penalty: 5269.471191
	Iteration 11Q: 3 clusters Score -4759079 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4759940.000000 Penalty: 5269.471191
	Iteration 12Q: 3 clusters Score -4759940 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -4760819.000000 Penalty: 5269.471191
	Iteration 13Q: 3 clusters Score -4760819 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4761637.500000 Penalty: 5269.471191
	Iteration 14Q: 3 clusters Score -4761638 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -4762378.000000 Penalty: 5269.471191
	Iteration 15Q: 3 clusters Score -4762378 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -4762949.000000 Penalty: 5269.471191
	Iteration 16Q: 3 clusters Score -4762949 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -4763363.500000 Penalty: 5269.471191
	Iteration 17Q: 3 clusters Score -4763364 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -4763699.000000 Penalty: 5269.471191
	Iteration 18Q: 3 clusters Score -4763699 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -4763940.500000 Penalty: 5269.471191
	Iteration 19Q: 3 clusters Score -4763940 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -4764129.500000 Penalty: 5269.471191
	Iteration 20F: 3 clusters Score -4764130 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -4764248.000000 Penalty: 5269.471191
	Iteration 21Q: 3 clusters Score -4764248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -4764326.000000 Penalty: 5269.471191
	Iteration 22Q: 3 clusters Score -4764326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -4764370.500000 Penalty: 5269.471191
	Iteration 23Q: 3 clusters Score -4764370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -4764403.500000 Penalty: 5269.471191
	Iteration 24Q: 3 clusters Score -4764404 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -4764437.000000 Penalty: 5269.471191
	Iteration 25Q: 3 clusters Score -4764437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -4764468.000000 Penalty: 5269.471191
	Iteration 26Q: 3 clusters Score -4764468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -4764480.500000 Penalty: 5269.471191
	Iteration 27Q: 3 clusters Score -4764480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -4764494.500000 Penalty: 5269.471191
	Iteration 28Q: 3 clusters Score -4764494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -4764497.000000 Penalty: 5269.471191
	Iteration 29Q: 3 clusters Score -4764497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -4764500.000000 Penalty: 5269.471191
	Iteration 30Q: 3 clusters Score -4764500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -4764503.000000 Penalty: 5269.471191
	Iteration 31Q: 3 clusters Score -4764503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -4764510.500000 Penalty: 5269.471191
	Iteration 32Q: 3 clusters Score -4764510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -4764519.500000 Penalty: 5269.471191
	Iteration 33Q: 3 clusters Score -4764520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -4764519.000000 Penalty: 5269.471191
	Iteration 34Q: 3 clusters Score -4764519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4764522.000000 Penalty: 5269.471191
	Iteration 35Q: 3 clusters Score -4764522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -4764522.500000 Penalty: 5269.471191
	Iteration 36Q: 3 clusters Score -4764522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -4764524.500000 Penalty: 5269.471191
	Iteration 37Q: 3 clusters Score -4764524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -4764525.500000 Penalty: 5269.471191
	Iteration 38Q: 3 clusters Score -4764526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -4764527.500000 Penalty: 5269.471191
	Iteration 39Q: 3 clusters Score -4764528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -4764524.500000 Penalty: 5269.471191
	Iteration 40F: 3 clusters Score -4764524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -4764525.500000 Penalty: 5269.471191
	Iteration 41Q: 3 clusters Score -4764526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4764525.000000 Penalty: 5269.471191
	Iteration 42Q: 3 clusters Score -4764525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -4764522.500000 Penalty: 5269.471191
	Iteration 43Q: 3 clusters Score -4764522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -4764527.000000 Penalty: 5269.471191
	Iteration 44Q: 3 clusters Score -4764527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -4764527.000000 Penalty: 5269.471191
	Iteration 45F: 3 clusters Score -4764527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Entering Unmasked Estep 
Score: -1290896.250000 Penalty: 2324.179932
	Iteration 0F: 2 clusters Score -1290896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1282146.000000 Penalty: 4648.359863
	Iteration 0F: 3 clusters Score -1282146 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1284844.125000 Penalty: 4648.359863
	Iteration 1F: 3 clusters Score -1284844 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1285235.250000 Penalty: 4648.359863
	Iteration 2F: 3 clusters Score -1285235 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1285611.625000 Penalty: 4648.359863
	Iteration 3F: 3 clusters Score -1285612 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1285995.750000 Penalty: 4648.359863
	Iteration 4F: 3 clusters Score -1285996 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1286335.625000 Penalty: 4648.359863
	Iteration 5F: 3 clusters Score -1286336 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1286652.500000 Penalty: 4648.359863
	Iteration 6Q: 3 clusters Score -1286652 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1286914.500000 Penalty: 4648.359863
	Iteration 7Q: 3 clusters Score -1286914 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1287151.125000 Penalty: 4648.359863
	Iteration 8Q: 3 clusters Score -1287151 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1287363.250000 Penalty: 4648.359863
	Iteration 9Q: 3 clusters Score -1287363 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1287544.875000 Penalty: 4648.359863
	Iteration 10Q: 3 clusters Score -1287545 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1287705.625000 Penalty: 4648.359863
	Iteration 11Q: 3 clusters Score -1287706 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1287868.250000 Penalty: 4648.359863
	Iteration 12Q: 3 clusters Score -1287868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1288048.375000 Penalty: 4648.359863
	Iteration 13Q: 3 clusters Score -1288048 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1288198.375000 Penalty: 4648.359863
	Iteration 14Q: 3 clusters Score -1288198 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1288359.875000 Penalty: 4648.359863
	Iteration 15Q: 3 clusters Score -1288360 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1288489.125000 Penalty: 4648.359863
	Iteration 16Q: 3 clusters Score -1288489 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1288621.625000 Penalty: 4648.359863
	Iteration 17Q: 3 clusters Score -1288622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1288694.250000 Penalty: 4648.359863
	Iteration 18Q: 3 clusters Score -1288694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1288738.750000 Penalty: 4648.359863
	Iteration 19Q: 3 clusters Score -1288739 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1288772.375000 Penalty: 4648.359863
	Iteration 20F: 3 clusters Score -1288772 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1288800.375000 Penalty: 4648.359863
	Iteration 21Q: 3 clusters Score -1288800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1288816.375000 Penalty: 4648.359863
	Iteration 22Q: 3 clusters Score -1288816 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1288831.875000 Penalty: 4648.359863
	Iteration 23Q: 3 clusters Score -1288832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1288851.875000 Penalty: 4648.359863
	Iteration 24Q: 3 clusters Score -1288852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1288868.875000 Penalty: 4648.359863
	Iteration 25Q: 3 clusters Score -1288869 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1288888.000000 Penalty: 4648.359863
	Iteration 26Q: 3 clusters Score -1288888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1288896.500000 Penalty: 4648.359863
	Iteration 27Q: 3 clusters Score -1288896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1288904.875000 Penalty: 4648.359863
	Iteration 28Q: 3 clusters Score -1288905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1288910.000000 Penalty: 4648.359863
	Iteration 29Q: 3 clusters Score -1288910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1288919.000000 Penalty: 4648.359863
	Iteration 30Q: 3 clusters Score -1288919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1288932.500000 Penalty: 4648.359863
	Iteration 31Q: 3 clusters Score -1288932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1288940.625000 Penalty: 4648.359863
	Iteration 32Q: 3 clusters Score -1288941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1288960.500000 Penalty: 4648.359863
	Iteration 33Q: 3 clusters Score -1288960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1288966.500000 Penalty: 4648.359863
	Iteration 34Q: 3 clusters Score -1288966 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1288977.875000 Penalty: 4648.359863
	Iteration 35Q: 3 clusters Score -1288978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1288985.250000 Penalty: 4648.359863
	Iteration 36Q: 3 clusters Score -1288985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1289005.250000 Penalty: 4648.359863
	Iteration 37Q: 3 clusters Score -1289005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1289015.125000 Penalty: 4648.359863
	Iteration 38Q: 3 clusters Score -1289015 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1289031.000000 Penalty: 4648.359863
	Iteration 39Q: 3 clusters Score -1289031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1289044.375000 Penalty: 4648.359863
	Iteration 40F: 3 clusters Score -1289044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1289050.000000 Penalty: 4648.359863
	Iteration 41Q: 3 clusters Score -1289050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1289057.500000 Penalty: 4648.359863
	Iteration 42Q: 3 clusters Score -1289058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1289059.625000 Penalty: 4648.359863
	Iteration 43Q: 3 clusters Score -1289060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1289065.750000 Penalty: 4648.359863
	Iteration 44Q: 3 clusters Score -1289066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1289066.875000 Penalty: 4648.359863
	Iteration 45Q: 3 clusters Score -1289067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1289068.250000 Penalty: 4648.359863
	Iteration 46Q: 3 clusters Score -1289068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1289072.000000 Penalty: 4648.359863
	Iteration 47Q: 3 clusters Score -1289072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1289074.250000 Penalty: 4648.359863
	Iteration 48Q: 3 clusters Score -1289074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1289077.125000 Penalty: 4648.359863
	Iteration 49Q: 3 clusters Score -1289077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1289080.125000 Penalty: 4648.359863
	Iteration 50Q: 3 clusters Score -1289080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1289084.125000 Penalty: 4648.359863
	Iteration 51Q: 3 clusters Score -1289084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1289087.500000 Penalty: 4648.359863
	Iteration 52Q: 3 clusters Score -1289088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1289093.500000 Penalty: 4648.359863
	Iteration 53Q: 3 clusters Score -1289094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1289097.250000 Penalty: 4648.359863
	Iteration 54Q: 3 clusters Score -1289097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1289099.000000 Penalty: 4648.359863
	Iteration 55Q: 3 clusters Score -1289099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1289102.125000 Penalty: 4648.359863
	Iteration 56Q: 3 clusters Score -1289102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1289106.125000 Penalty: 4648.359863
	Iteration 57Q: 3 clusters Score -1289106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1289110.375000 Penalty: 4648.359863
	Iteration 58Q: 3 clusters Score -1289110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1289117.875000 Penalty: 4648.359863
	Iteration 59Q: 3 clusters Score -1289118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1289122.375000 Penalty: 4648.359863
	Iteration 60F: 3 clusters Score -1289122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1289126.750000 Penalty: 4648.359863
	Iteration 61Q: 3 clusters Score -1289127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1289134.875000 Penalty: 4648.359863
	Iteration 62Q: 3 clusters Score -1289135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1289139.750000 Penalty: 4648.359863
	Iteration 63Q: 3 clusters Score -1289140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1289142.250000 Penalty: 4648.359863
	Iteration 64Q: 3 clusters Score -1289142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1289145.875000 Penalty: 4648.359863
	Iteration 65Q: 3 clusters Score -1289146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1289149.875000 Penalty: 4648.359863
	Iteration 66Q: 3 clusters Score -1289150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1289153.000000 Penalty: 4648.359863
	Iteration 67Q: 3 clusters Score -1289153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1289158.500000 Penalty: 4648.359863
	Iteration 68Q: 3 clusters Score -1289158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1289158.875000 Penalty: 4648.359863
	Iteration 69Q: 3 clusters Score -1289159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1289159.500000 Penalty: 4648.359863
	Iteration 70Q: 3 clusters Score -1289160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1289162.375000 Penalty: 4648.359863
	Iteration 71Q: 3 clusters Score -1289162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1289164.125000 Penalty: 4648.359863
	Iteration 72Q: 3 clusters Score -1289164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1289163.375000 Penalty: 4648.359863
	Iteration 73Q: 3 clusters Score -1289163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1289164.000000 Penalty: 4648.359863
	Iteration 74Q: 3 clusters Score -1289164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1289166.250000 Penalty: 4648.359863
	Iteration 75Q: 3 clusters Score -1289166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1289166.500000 Penalty: 4648.359863
	Iteration 76Q: 3 clusters Score -1289166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1289167.750000 Penalty: 4648.359863
	Iteration 77Q: 3 clusters Score -1289168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1289168.000000 Penalty: 4648.359863
	Iteration 78Q: 3 clusters Score -1289168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1289172.625000 Penalty: 4648.359863
	Iteration 79Q: 3 clusters Score -1289173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1289173.500000 Penalty: 4648.359863
	Iteration 80F: 3 clusters Score -1289174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1289177.500000 Penalty: 4648.359863
	Iteration 81Q: 3 clusters Score -1289178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1289178.250000 Penalty: 4648.359863
	Iteration 82Q: 3 clusters Score -1289178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1289180.875000 Penalty: 4648.359863
	Iteration 83Q: 3 clusters Score -1289181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1289184.375000 Penalty: 4648.359863
	Iteration 84Q: 3 clusters Score -1289184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1289188.750000 Penalty: 4648.359863
	Iteration 85Q: 3 clusters Score -1289189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1289193.500000 Penalty: 4648.359863
	Iteration 86Q: 3 clusters Score -1289194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1289201.000000 Penalty: 4648.359863
	Iteration 87Q: 3 clusters Score -1289201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1289203.375000 Penalty: 4648.359863
	Iteration 88Q: 3 clusters Score -1289203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1289209.625000 Penalty: 4648.359863
	Iteration 89Q: 3 clusters Score -1289210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1289213.875000 Penalty: 4648.359863
	Iteration 90Q: 3 clusters Score -1289214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1289217.750000 Penalty: 4648.359863
	Iteration 91Q: 3 clusters Score -1289218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1289218.000000 Penalty: 4648.359863
	Iteration 92Q: 3 clusters Score -1289218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1289218.000000 Penalty: 4648.359863
	Iteration 93Q: 3 clusters Score -1289218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1289221.250000 Penalty: 4648.359863
	Iteration 94Q: 3 clusters Score -1289221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1289223.250000 Penalty: 4648.359863
	Iteration 95Q: 3 clusters Score -1289223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1289221.375000 Penalty: 4648.359863
	Iteration 96Q: 3 clusters Score -1289221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1289223.250000 Penalty: 4648.359863
	Iteration 97Q: 3 clusters Score -1289223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1289223.250000 Penalty: 4648.359863
	Iteration 98Q: 3 clusters Score -1289223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1289226.000000 Penalty: 4648.359863
	Iteration 99Q: 3 clusters Score -1289226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1289227.125000 Penalty: 4648.359863
	Iteration 100F: 3 clusters Score -1289227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1289230.500000 Penalty: 4648.359863
	Iteration 101Q: 3 clusters Score -1289230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1289236.750000 Penalty: 4648.359863
	Iteration 102Q: 3 clusters Score -1289237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1289237.250000 Penalty: 4648.359863
	Iteration 103Q: 3 clusters Score -1289237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1289236.500000 Penalty: 4648.359863
	Iteration 104Q: 3 clusters Score -1289236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1289237.125000 Penalty: 4648.359863
	Iteration 105Q: 3 clusters Score -1289237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1289240.750000 Penalty: 4648.359863
	Iteration 106Q: 3 clusters Score -1289241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1289240.750000 Penalty: 4648.359863
	Iteration 107F: 3 clusters Score -1289241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Entering Unmasked Estep 
Score: -781232.875000 Penalty: 2198.842285
	Iteration 0F: 2 clusters Score -781232.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -775429.250000 Penalty: 4397.684570
	Iteration 0F: 3 clusters Score -775429.2 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -776923.437500 Penalty: 4397.684570
	Iteration 1F: 3 clusters Score -776923.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -777183.437500 Penalty: 4397.684570
	Iteration 2F: 3 clusters Score -777183.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -777348.562500 Penalty: 4397.684570
	Iteration 3Q: 3 clusters Score -777348.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -777469.000000 Penalty: 4397.684570
	Iteration 4Q: 3 clusters Score -777469 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -777587.937500 Penalty: 4397.684570
	Iteration 5Q: 3 clusters Score -777587.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -777716.750000 Penalty: 4397.684570
	Iteration 6Q: 3 clusters Score -777716.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -777846.000000 Penalty: 4397.684570
	Iteration 7Q: 3 clusters Score -777846 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -777997.812500 Penalty: 4397.684570
	Iteration 8Q: 3 clusters Score -777997.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -778164.000000 Penalty: 4397.684570
	Iteration 9Q: 3 clusters Score -778164 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -778331.437500 Penalty: 4397.684570
	Iteration 10Q: 3 clusters Score -778331.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -778476.625000 Penalty: 4397.684570
	Iteration 11Q: 3 clusters Score -778476.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -778612.937500 Penalty: 4397.684570
	Iteration 12Q: 3 clusters Score -778612.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -778752.562500 Penalty: 4397.684570
	Iteration 13Q: 3 clusters Score -778752.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -778863.875000 Penalty: 4397.684570
	Iteration 14Q: 3 clusters Score -778863.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -778980.250000 Penalty: 4397.684570
	Iteration 15Q: 3 clusters Score -778980.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -779072.875000 Penalty: 4397.684570
	Iteration 16Q: 3 clusters Score -779072.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -779149.312500 Penalty: 4397.684570
	Iteration 17Q: 3 clusters Score -779149.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -779224.125000 Penalty: 4397.684570
	Iteration 18Q: 3 clusters Score -779224.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -779275.312500 Penalty: 4397.684570
	Iteration 19Q: 3 clusters Score -779275.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -779315.250000 Penalty: 4397.684570
	Iteration 20F: 3 clusters Score -779315.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -779342.000000 Penalty: 4397.684570
	Iteration 21Q: 3 clusters Score -779342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -779364.312500 Penalty: 4397.684570
	Iteration 22Q: 3 clusters Score -779364.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -779379.312500 Penalty: 4397.684570
	Iteration 23Q: 3 clusters Score -779379.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -779392.437500 Penalty: 4397.684570
	Iteration 24Q: 3 clusters Score -779392.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -779399.125000 Penalty: 4397.684570
	Iteration 25Q: 3 clusters Score -779399.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -779404.812500 Penalty: 4397.684570
	Iteration 26Q: 3 clusters Score -779404.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -779411.750000 Penalty: 4397.684570
	Iteration 27Q: 3 clusters Score -779411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -779417.937500 Penalty: 4397.684570
	Iteration 28Q: 3 clusters Score -779417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -779419.125000 Penalty: 4397.684570
	Iteration 29Q: 3 clusters Score -779419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -779418.500000 Penalty: 4397.684570
	Iteration 30Q: 3 clusters Score -779418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -779418.500000 Penalty: 4397.684570
	Iteration 31F: 3 clusters Score -779418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Entering Unmasked Estep 
Score: -1379051.625000 Penalty: 2323.376709
	Iteration 0F: 2 clusters Score -1379052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1370270.250000 Penalty: 4646.753418
	Iteration 0F: 3 clusters Score -1370270 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1372803.750000 Penalty: 4646.753418
	Iteration 1F: 3 clusters Score -1372804 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1373139.125000 Penalty: 4646.753418
	Iteration 2F: 3 clusters Score -1373139 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1373395.750000 Penalty: 4646.753418
	Iteration 3Q: 3 clusters Score -1373396 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1373629.625000 Penalty: 4646.753418
	Iteration 4Q: 3 clusters Score -1373630 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1373839.875000 Penalty: 4646.753418
	Iteration 5Q: 3 clusters Score -1373840 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1374015.500000 Penalty: 4646.753418
	Iteration 6Q: 3 clusters Score -1374016 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1374202.750000 Penalty: 4646.753418
	Iteration 7Q: 3 clusters Score -1374203 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1374462.250000 Penalty: 4646.753418
	Iteration 8Q: 3 clusters Score -1374462 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1374799.125000 Penalty: 4646.753418
	Iteration 9Q: 3 clusters Score -1374799 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1375172.125000 Penalty: 4646.753418
	Iteration 10Q: 3 clusters Score -1375172 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1375575.250000 Penalty: 4646.753418
	Iteration 11Q: 3 clusters Score -1375575 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1375969.875000 Penalty: 4646.753418
	Iteration 12Q: 3 clusters Score -1375970 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1376299.250000 Penalty: 4646.753418
	Iteration 13Q: 3 clusters Score -1376299 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1376534.000000 Penalty: 4646.753418
	Iteration 14Q: 3 clusters Score -1376534 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1376723.000000 Penalty: 4646.753418
	Iteration 15Q: 3 clusters Score -1376723 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1376836.875000 Penalty: 4646.753418
	Iteration 16Q: 3 clusters Score -1376837 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1376908.250000 Penalty: 4646.753418
	Iteration 17Q: 3 clusters Score -1376908 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1376959.250000 Penalty: 4646.753418
	Iteration 18Q: 3 clusters Score -1376959 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1376988.000000 Penalty: 4646.753418
	Iteration 19Q: 3 clusters Score -1376988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1377018.625000 Penalty: 4646.753418
	Iteration 20F: 3 clusters Score -1377019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1377033.125000 Penalty: 4646.753418
	Iteration 21Q: 3 clusters Score -1377033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1377045.375000 Penalty: 4646.753418
	Iteration 22Q: 3 clusters Score -1377045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1377051.750000 Penalty: 4646.753418
	Iteration 23Q: 3 clusters Score -1377052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1377061.375000 Penalty: 4646.753418
	Iteration 24Q: 3 clusters Score -1377061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1377062.125000 Penalty: 4646.753418
	Iteration 25Q: 3 clusters Score -1377062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1377066.375000 Penalty: 4646.753418
	Iteration 26Q: 3 clusters Score -1377066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1377073.375000 Penalty: 4646.753418
	Iteration 27Q: 3 clusters Score -1377073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1377070.250000 Penalty: 4646.753418
	Iteration 28Q: 3 clusters Score -1377070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1377073.000000 Penalty: 4646.753418
	Iteration 29Q: 3 clusters Score -1377073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1377076.000000 Penalty: 4646.753418
	Iteration 30Q: 3 clusters Score -1377076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1377075.750000 Penalty: 4646.753418
	Iteration 31Q: 3 clusters Score -1377076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1377079.250000 Penalty: 4646.753418
	Iteration 32Q: 3 clusters Score -1377079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1377082.250000 Penalty: 4646.753418
	Iteration 33Q: 3 clusters Score -1377082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1377081.250000 Penalty: 4646.753418
	Iteration 34Q: 3 clusters Score -1377081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1377083.375000 Penalty: 4646.753418
	Iteration 35Q: 3 clusters Score -1377083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1377085.500000 Penalty: 4646.753418
	Iteration 36Q: 3 clusters Score -1377086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1377084.875000 Penalty: 4646.753418
	Iteration 37Q: 3 clusters Score -1377085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1377085.750000 Penalty: 4646.753418
	Iteration 38Q: 3 clusters Score -1377086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1377086.000000 Penalty: 4646.753418
	Iteration 39Q: 3 clusters Score -1377086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1377088.000000 Penalty: 4646.753418
	Iteration 40F: 3 clusters Score -1377088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1377087.875000 Penalty: 4646.753418
	Iteration 41Q: 3 clusters Score -1377088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1377085.500000 Penalty: 4646.753418
	Iteration 42Q: 3 clusters Score -1377086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1377087.625000 Penalty: 4646.753418
	Iteration 43Q: 3 clusters Score -1377088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1377090.500000 Penalty: 4646.753418
	Iteration 44Q: 3 clusters Score -1377090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1377090.750000 Penalty: 4646.753418
	Iteration 45Q: 3 clusters Score -1377091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1377090.625000 Penalty: 4646.753418
	Iteration 46Q: 3 clusters Score -1377091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1377087.000000 Penalty: 4646.753418
	Iteration 47Q: 3 clusters Score -1377087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1377087.250000 Penalty: 4646.753418
	Iteration 48Q: 3 clusters Score -1377087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1377089.375000 Penalty: 4646.753418
	Iteration 49Q: 3 clusters Score -1377089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1377091.250000 Penalty: 4646.753418
	Iteration 50Q: 3 clusters Score -1377091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1377091.250000 Penalty: 4646.753418
	Iteration 51F: 3 clusters Score -1377091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Entering Unmasked Estep 
Score: -9617978.000000 Penalty: 2806.768555
	Iteration 0F: 2 clusters Score -9617978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -9562862.000000 Penalty: 5613.537109
	Iteration 0F: 3 clusters Score -9562862 nChanged 38684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -9585026.000000 Penalty: 5613.537109
	Iteration 1F: 3 clusters Score -9585026 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -9585978.000000 Penalty: 5613.537109
	Iteration 2Q: 3 clusters Score -9585978 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -9587386.000000 Penalty: 5613.537109
	Iteration 3Q: 3 clusters Score -9587386 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -9589523.000000 Penalty: 5613.537109
	Iteration 4F: 3 clusters Score -9589523 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 55981 members 
Entering Unmasked Estep 
Score: -9592812.000000 Penalty: 5613.537109
	Iteration 5F: 3 clusters Score -9592812 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -9597392.000000 Penalty: 5613.537109
	Iteration 6F: 3 clusters Score -9597392 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -9602718.000000 Penalty: 5613.537109
	Iteration 7F: 3 clusters Score -9602718 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -9607735.000000 Penalty: 5613.537109
	Iteration 8F: 3 clusters Score -9607735 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -9611380.000000 Penalty: 5613.537109
	Iteration 9Q: 3 clusters Score -9611380 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -9613446.000000 Penalty: 5613.537109
	Iteration 10Q: 3 clusters Score -9613446 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -9614533.000000 Penalty: 5613.537109
	Iteration 11Q: 3 clusters Score -9614533 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -9614967.000000 Penalty: 5613.537109
	Iteration 12Q: 3 clusters Score -9614967 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -9615211.000000 Penalty: 5613.537109
	Iteration 13Q: 3 clusters Score -9615211 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -9615311.000000 Penalty: 5613.537109
	Iteration 14Q: 3 clusters Score -9615311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -9615372.000000 Penalty: 5613.537109
	Iteration 15Q: 3 clusters Score -9615372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -9615416.000000 Penalty: 5613.537109
	Iteration 16Q: 3 clusters Score -9615416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -9615429.000000 Penalty: 5613.537109
	Iteration 17Q: 3 clusters Score -9615429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -9615432.000000 Penalty: 5613.537109
	Iteration 18Q: 3 clusters Score -9615432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -9615444.000000 Penalty: 5613.537109
	Iteration 19Q: 3 clusters Score -9615444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -9615453.000000 Penalty: 5613.537109
	Iteration 20F: 3 clusters Score -9615453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -9615463.000000 Penalty: 5613.537109
	Iteration 21Q: 3 clusters Score -9615463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -9615467.000000 Penalty: 5613.537109
	Iteration 22Q: 3 clusters Score -9615467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -9615469.000000 Penalty: 5613.537109
	Iteration 23Q: 3 clusters Score -9615469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 81930 members 
Entering Unmasked Estep 
Score: -9615462.000000 Penalty: 5613.537109
	Iteration 24Q: 3 clusters Score -9615462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -9615471.000000 Penalty: 5613.537109
	Iteration 25Q: 3 clusters Score -9615471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -9615484.000000 Penalty: 5613.537109
	Iteration 26Q: 3 clusters Score -9615484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -9615478.000000 Penalty: 5613.537109
	Iteration 27Q: 3 clusters Score -9615478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -9615477.000000 Penalty: 5613.537109
	Iteration 28Q: 3 clusters Score -9615477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -9615478.000000 Penalty: 5613.537109
	Iteration 29Q: 3 clusters Score -9615478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -9615478.000000 Penalty: 5613.537109
	Iteration 30F: 3 clusters Score -9615478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Entering Unmasked Estep 
Score: -2733935.250000 Penalty: 2491.780273
	Iteration 0F: 2 clusters Score -2733935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2717728.500000 Penalty: 4983.560547
	Iteration 0F: 3 clusters Score -2717728 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2723272.750000 Penalty: 4983.560547
	Iteration 1F: 3 clusters Score -2723273 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2723899.000000 Penalty: 4983.560547
	Iteration 2F: 3 clusters Score -2723899 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2724642.500000 Penalty: 4983.560547
	Iteration 3F: 3 clusters Score -2724642 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2725524.250000 Penalty: 4983.560547
	Iteration 4F: 3 clusters Score -2725524 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2726554.250000 Penalty: 4983.560547
	Iteration 5F: 3 clusters Score -2726554 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2727720.250000 Penalty: 4983.560547
	Iteration 6F: 3 clusters Score -2727720 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2728910.750000 Penalty: 4983.560547
	Iteration 7F: 3 clusters Score -2728911 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2729884.250000 Penalty: 4983.560547
	Iteration 8Q: 3 clusters Score -2729884 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2730516.000000 Penalty: 4983.560547
	Iteration 9Q: 3 clusters Score -2730516 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2730908.250000 Penalty: 4983.560547
	Iteration 10Q: 3 clusters Score -2730908 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2731176.750000 Penalty: 4983.560547
	Iteration 11Q: 3 clusters Score -2731177 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2731363.000000 Penalty: 4983.560547
	Iteration 12Q: 3 clusters Score -2731363 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2731536.000000 Penalty: 4983.560547
	Iteration 13Q: 3 clusters Score -2731536 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2731669.500000 Penalty: 4983.560547
	Iteration 14Q: 3 clusters Score -2731670 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2731740.750000 Penalty: 4983.560547
	Iteration 15Q: 3 clusters Score -2731741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2731796.250000 Penalty: 4983.560547
	Iteration 16Q: 3 clusters Score -2731796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2731825.000000 Penalty: 4983.560547
	Iteration 17Q: 3 clusters Score -2731825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2731849.000000 Penalty: 4983.560547
	Iteration 18Q: 3 clusters Score -2731849 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2731878.750000 Penalty: 4983.560547
	Iteration 19Q: 3 clusters Score -2731879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2731892.750000 Penalty: 4983.560547
	Iteration 20F: 3 clusters Score -2731893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2731912.250000 Penalty: 4983.560547
	Iteration 21Q: 3 clusters Score -2731912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2731921.500000 Penalty: 4983.560547
	Iteration 22Q: 3 clusters Score -2731922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2731924.500000 Penalty: 4983.560547
	Iteration 23Q: 3 clusters Score -2731924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2731942.750000 Penalty: 4983.560547
	Iteration 24Q: 3 clusters Score -2731943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2731961.500000 Penalty: 4983.560547
	Iteration 25Q: 3 clusters Score -2731962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2731960.750000 Penalty: 4983.560547
	Iteration 26Q: 3 clusters Score -2731961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2731966.500000 Penalty: 4983.560547
	Iteration 27Q: 3 clusters Score -2731966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2731962.250000 Penalty: 4983.560547
	Iteration 28Q: 3 clusters Score -2731962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2731966.000000 Penalty: 4983.560547
	Iteration 29Q: 3 clusters Score -2731966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2731967.000000 Penalty: 4983.560547
	Iteration 30Q: 3 clusters Score -2731967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2731964.000000 Penalty: 4983.560547
	Iteration 31Q: 3 clusters Score -2731964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2731967.500000 Penalty: 4983.560547
	Iteration 32Q: 3 clusters Score -2731968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2731964.000000 Penalty: 4983.560547
	Iteration 33Q: 3 clusters Score -2731964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2731968.750000 Penalty: 4983.560547
	Iteration 34Q: 3 clusters Score -2731969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2731973.000000 Penalty: 4983.560547
	Iteration 35Q: 3 clusters Score -2731973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2731968.500000 Penalty: 4983.560547
	Iteration 36Q: 3 clusters Score -2731968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2731972.250000 Penalty: 4983.560547
	Iteration 37Q: 3 clusters Score -2731972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2731975.500000 Penalty: 4983.560547
	Iteration 38Q: 3 clusters Score -2731976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2731975.250000 Penalty: 4983.560547
	Iteration 39Q: 3 clusters Score -2731975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2731971.500000 Penalty: 4983.560547
	Iteration 40F: 3 clusters Score -2731972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Entering Unmasked Estep 
Score: -4158143.500000 Penalty: 2598.953613
	Iteration 0F: 2 clusters Score -4158144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4133895.000000 Penalty: 5197.907227
	Iteration 0F: 3 clusters Score -4133895 nChanged 16195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4142766.000000 Penalty: 5197.907227
	Iteration 1F: 3 clusters Score -4142766 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4143355.250000 Penalty: 5197.907227
	Iteration 2Q: 3 clusters Score -4143355 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4143977.250000 Penalty: 5197.907227
	Iteration 3Q: 3 clusters Score -4143977 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4144709.000000 Penalty: 5197.907227
	Iteration 4Q: 3 clusters Score -4144709 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -4145618.750000 Penalty: 5197.907227
	Iteration 5F: 3 clusters Score -4145619 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4146737.000000 Penalty: 5197.907227
	Iteration 6F: 3 clusters Score -4146737 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -4147907.250000 Penalty: 5197.907227
	Iteration 7F: 3 clusters Score -4147907 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4148998.250000 Penalty: 5197.907227
	Iteration 8F: 3 clusters Score -4148998 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4149952.750000 Penalty: 5197.907227
	Iteration 9F: 3 clusters Score -4149953 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4150672.500000 Penalty: 5197.907227
	Iteration 10Q: 3 clusters Score -4150672 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4151278.500000 Penalty: 5197.907227
	Iteration 11Q: 3 clusters Score -4151278 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -4151824.250000 Penalty: 5197.907227
	Iteration 12Q: 3 clusters Score -4151824 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4152297.000000 Penalty: 5197.907227
	Iteration 13Q: 3 clusters Score -4152297 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4152798.750000 Penalty: 5197.907227
	Iteration 14Q: 3 clusters Score -4152799 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4153266.000000 Penalty: 5197.907227
	Iteration 15Q: 3 clusters Score -4153266 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4153764.000000 Penalty: 5197.907227
	Iteration 16Q: 3 clusters Score -4153764 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4154243.250000 Penalty: 5197.907227
	Iteration 17Q: 3 clusters Score -4154243 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4154721.500000 Penalty: 5197.907227
	Iteration 18Q: 3 clusters Score -4154722 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4155192.500000 Penalty: 5197.907227
	Iteration 19Q: 3 clusters Score -4155192 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4155648.750000 Penalty: 5197.907227
	Iteration 20F: 3 clusters Score -4155649 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -4156077.500000 Penalty: 5197.907227
	Iteration 21Q: 3 clusters Score -4156078 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -4156512.500000 Penalty: 5197.907227
	Iteration 22Q: 3 clusters Score -4156512 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -4156783.250000 Penalty: 5197.907227
	Iteration 23Q: 3 clusters Score -4156783 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -4156931.250000 Penalty: 5197.907227
	Iteration 24Q: 3 clusters Score -4156931 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -4157015.750000 Penalty: 5197.907227
	Iteration 25Q: 3 clusters Score -4157016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4157054.750000 Penalty: 5197.907227
	Iteration 26Q: 3 clusters Score -4157055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4157080.000000 Penalty: 5197.907227
	Iteration 27Q: 3 clusters Score -4157080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -4157087.750000 Penalty: 5197.907227
	Iteration 28Q: 3 clusters Score -4157088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4157087.750000 Penalty: 5197.907227
	Iteration 29Q: 3 clusters Score -4157088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4157099.250000 Penalty: 5197.907227
	Iteration 30Q: 3 clusters Score -4157099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4157097.750000 Penalty: 5197.907227
	Iteration 31Q: 3 clusters Score -4157098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4157099.750000 Penalty: 5197.907227
	Iteration 32Q: 3 clusters Score -4157100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4157092.000000 Penalty: 5197.907227
	Iteration 33Q: 3 clusters Score -4157092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4157098.000000 Penalty: 5197.907227
	Iteration 34Q: 3 clusters Score -4157098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -4157098.000000 Penalty: 5197.907227
	Iteration 35F: 3 clusters Score -4157098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Entering Unmasked Estep 
Score: -985648.437500 Penalty: 2256.459229
	Iteration 0F: 2 clusters Score -985648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -978639.625000 Penalty: 4512.918457
	Iteration 0F: 3 clusters Score -978639.6 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -980738.250000 Penalty: 4512.918457
	Iteration 1F: 3 clusters Score -980738.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -981052.625000 Penalty: 4512.918457
	Iteration 2F: 3 clusters Score -981052.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -981322.875000 Penalty: 4512.918457
	Iteration 3F: 3 clusters Score -981322.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -981582.562500 Penalty: 4512.918457
	Iteration 4F: 3 clusters Score -981582.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -981876.062500 Penalty: 4512.918457
	Iteration 5Q: 3 clusters Score -981876.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -982224.062500 Penalty: 4512.918457
	Iteration 6F: 3 clusters Score -982224.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -982597.500000 Penalty: 4512.918457
	Iteration 7F: 3 clusters Score -982597.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -983015.562500 Penalty: 4512.918457
	Iteration 8F: 3 clusters Score -983015.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -983394.437500 Penalty: 4512.918457
	Iteration 9F: 3 clusters Score -983394.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -983691.062500 Penalty: 4512.918457
	Iteration 10Q: 3 clusters Score -983691.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -983946.625000 Penalty: 4512.918457
	Iteration 11Q: 3 clusters Score -983946.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -984181.437500 Penalty: 4512.918457
	Iteration 12Q: 3 clusters Score -984181.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -984357.187500 Penalty: 4512.918457
	Iteration 13Q: 3 clusters Score -984357.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -984482.500000 Penalty: 4512.918457
	Iteration 14Q: 3 clusters Score -984482.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -984560.500000 Penalty: 4512.918457
	Iteration 15Q: 3 clusters Score -984560.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -984628.312500 Penalty: 4512.918457
	Iteration 16Q: 3 clusters Score -984628.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -984667.000000 Penalty: 4512.918457
	Iteration 17Q: 3 clusters Score -984667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -984696.437500 Penalty: 4512.918457
	Iteration 18Q: 3 clusters Score -984696.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -984732.187500 Penalty: 4512.918457
	Iteration 19Q: 3 clusters Score -984732.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -984774.375000 Penalty: 4512.918457
	Iteration 20F: 3 clusters Score -984774.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -984799.812500 Penalty: 4512.918457
	Iteration 21Q: 3 clusters Score -984799.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -984814.437500 Penalty: 4512.918457
	Iteration 22Q: 3 clusters Score -984814.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -984827.625000 Penalty: 4512.918457
	Iteration 23Q: 3 clusters Score -984827.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -984839.062500 Penalty: 4512.918457
	Iteration 24Q: 3 clusters Score -984839.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -984847.187500 Penalty: 4512.918457
	Iteration 25Q: 3 clusters Score -984847.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -984855.687500 Penalty: 4512.918457
	Iteration 26Q: 3 clusters Score -984855.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -984861.375000 Penalty: 4512.918457
	Iteration 27Q: 3 clusters Score -984861.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -984865.250000 Penalty: 4512.918457
	Iteration 28Q: 3 clusters Score -984865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -984867.437500 Penalty: 4512.918457
	Iteration 29Q: 3 clusters Score -984867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -984869.437500 Penalty: 4512.918457
	Iteration 30Q: 3 clusters Score -984869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -984870.687500 Penalty: 4512.918457
	Iteration 31Q: 3 clusters Score -984870.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -984870.562500 Penalty: 4512.918457
	Iteration 32Q: 3 clusters Score -984870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -984870.562500 Penalty: 4512.918457
	Iteration 33Q: 3 clusters Score -984870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -984870.812500 Penalty: 4512.918457
	Iteration 34Q: 3 clusters Score -984870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -984871.625000 Penalty: 4512.918457
	Iteration 35Q: 3 clusters Score -984871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -984870.625000 Penalty: 4512.918457
	Iteration 36Q: 3 clusters Score -984870.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -984871.312500 Penalty: 4512.918457
	Iteration 37Q: 3 clusters Score -984871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -984872.312500 Penalty: 4512.918457
	Iteration 38Q: 3 clusters Score -984872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -984873.937500 Penalty: 4512.918457
	Iteration 39Q: 3 clusters Score -984873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -984875.687500 Penalty: 4512.918457
	Iteration 40F: 3 clusters Score -984875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -984876.750000 Penalty: 4512.918457
	Iteration 41Q: 3 clusters Score -984876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -984875.687500 Penalty: 4512.918457
	Iteration 42Q: 3 clusters Score -984875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -984876.687500 Penalty: 4512.918457
	Iteration 43Q: 3 clusters Score -984876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -984876.187500 Penalty: 4512.918457
	Iteration 44Q: 3 clusters Score -984876.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -984876.187500 Penalty: 4512.918457
	Iteration 45F: 3 clusters Score -984876.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (93956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Entering Unmasked Estep 
Score: -11108285.000000 Penalty: 2839.744141
	Iteration 0F: 2 clusters Score -1.110828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -11045363.000000 Penalty: 5679.488281
	Iteration 0F: 3 clusters Score -1.104536e+07 nChanged 44438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -11070799.000000 Penalty: 5679.488281
	Iteration 1F: 3 clusters Score -1.10708e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -11071730.000000 Penalty: 5679.488281
	Iteration 2Q: 3 clusters Score -1.107173e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -11072970.000000 Penalty: 5679.488281
	Iteration 3Q: 3 clusters Score -1.107297e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -11074689.000000 Penalty: 5679.488281
	Iteration 4Q: 3 clusters Score -1.107469e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -11077659.000000 Penalty: 5679.488281
	Iteration 5F: 3 clusters Score -1.107766e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 68959 members 
Entering Unmasked Estep 
Score: -11082610.000000 Penalty: 5679.488281
	Iteration 6F: 3 clusters Score -1.108261e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 77103 members 
Entering Unmasked Estep 
Score: -11089803.000000 Penalty: 5679.488281
	Iteration 7F: 3 clusters Score -1.10898e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -11097384.000000 Penalty: 5679.488281
	Iteration 8F: 3 clusters Score -1.109738e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -11102441.000000 Penalty: 5679.488281
	Iteration 9F: 3 clusters Score -1.110244e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -11104691.000000 Penalty: 5679.488281
	Iteration 10Q: 3 clusters Score -1.110469e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -11105372.000000 Penalty: 5679.488281
	Iteration 11Q: 3 clusters Score -1.110537e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 93564 members 
Entering Unmasked Estep 
Score: -11105597.000000 Penalty: 5679.488281
	Iteration 12Q: 3 clusters Score -1.11056e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -11105672.000000 Penalty: 5679.488281
	Iteration 13Q: 3 clusters Score -1.110567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -11105721.000000 Penalty: 5679.488281
	Iteration 14Q: 3 clusters Score -1.110572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -11105763.000000 Penalty: 5679.488281
	Iteration 15Q: 3 clusters Score -1.110576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 93691 members 
Entering Unmasked Estep 
Score: -11105775.000000 Penalty: 5679.488281
	Iteration 16Q: 3 clusters Score -1.110578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 93693 members 
Entering Unmasked Estep 
Score: -11105789.000000 Penalty: 5679.488281
	Iteration 17Q: 3 clusters Score -1.110579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 93697 members 
Entering Unmasked Estep 
Score: -11105788.000000 Penalty: 5679.488281
	Iteration 18Q: 3 clusters Score -1.110579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -11105796.000000 Penalty: 5679.488281
	Iteration 19Q: 3 clusters Score -1.11058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 93702 members 
Entering Unmasked Estep 
Score: -11105791.000000 Penalty: 5679.488281
	Iteration 20F: 3 clusters Score -1.110579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -11105798.000000 Penalty: 5679.488281
	Iteration 21Q: 3 clusters Score -1.11058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -11105791.000000 Penalty: 5679.488281
	Iteration 22Q: 3 clusters Score -1.110579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -11105800.000000 Penalty: 5679.488281
	Iteration 23Q: 3 clusters Score -1.11058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -11105808.000000 Penalty: 5679.488281
	Iteration 24Q: 3 clusters Score -1.110581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -11105805.000000 Penalty: 5679.488281
	Iteration 25Q: 3 clusters Score -1.11058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -11105805.000000 Penalty: 5679.488281
	Iteration 26F: 3 clusters Score -1.11058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Entering Unmasked Estep 
Score: -2673257.250000 Penalty: 2493.726807
	Iteration 0F: 2 clusters Score -2673257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2657093.750000 Penalty: 4987.453613
	Iteration 0F: 3 clusters Score -2657094 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2662848.750000 Penalty: 4987.453613
	Iteration 1F: 3 clusters Score -2662849 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2663482.500000 Penalty: 4987.453613
	Iteration 2F: 3 clusters Score -2663482 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2664232.750000 Penalty: 4987.453613
	Iteration 3F: 3 clusters Score -2664233 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2665045.250000 Penalty: 4987.453613
	Iteration 4F: 3 clusters Score -2665045 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2665848.250000 Penalty: 4987.453613
	Iteration 5F: 3 clusters Score -2665848 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2666644.750000 Penalty: 4987.453613
	Iteration 6F: 3 clusters Score -2666645 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2667226.500000 Penalty: 4987.453613
	Iteration 7F: 3 clusters Score -2667226 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2667636.750000 Penalty: 4987.453613
	Iteration 8Q: 3 clusters Score -2667637 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2667926.000000 Penalty: 4987.453613
	Iteration 9Q: 3 clusters Score -2667926 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2668161.500000 Penalty: 4987.453613
	Iteration 10Q: 3 clusters Score -2668162 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2668357.250000 Penalty: 4987.453613
	Iteration 11Q: 3 clusters Score -2668357 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2668572.000000 Penalty: 4987.453613
	Iteration 12Q: 3 clusters Score -2668572 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2668798.750000 Penalty: 4987.453613
	Iteration 13Q: 3 clusters Score -2668799 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2669046.500000 Penalty: 4987.453613
	Iteration 14Q: 3 clusters Score -2669046 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2669335.500000 Penalty: 4987.453613
	Iteration 15Q: 3 clusters Score -2669336 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2669627.000000 Penalty: 4987.453613
	Iteration 16Q: 3 clusters Score -2669627 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2669905.500000 Penalty: 4987.453613
	Iteration 17Q: 3 clusters Score -2669906 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2670121.750000 Penalty: 4987.453613
	Iteration 18Q: 3 clusters Score -2670122 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2670309.500000 Penalty: 4987.453613
	Iteration 19Q: 3 clusters Score -2670310 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2670493.000000 Penalty: 4987.453613
	Iteration 20F: 3 clusters Score -2670493 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2670616.750000 Penalty: 4987.453613
	Iteration 21Q: 3 clusters Score -2670617 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2670744.500000 Penalty: 4987.453613
	Iteration 22Q: 3 clusters Score -2670744 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2670827.750000 Penalty: 4987.453613
	Iteration 23Q: 3 clusters Score -2670828 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2670928.000000 Penalty: 4987.453613
	Iteration 24Q: 3 clusters Score -2670928 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2670995.500000 Penalty: 4987.453613
	Iteration 25Q: 3 clusters Score -2670996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2671065.250000 Penalty: 4987.453613
	Iteration 26Q: 3 clusters Score -2671065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -2671114.500000 Penalty: 4987.453613
	Iteration 27Q: 3 clusters Score -2671114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -2671140.000000 Penalty: 4987.453613
	Iteration 28Q: 3 clusters Score -2671140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -2671160.000000 Penalty: 4987.453613
	Iteration 29Q: 3 clusters Score -2671160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2671171.750000 Penalty: 4987.453613
	Iteration 30Q: 3 clusters Score -2671172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2671180.000000 Penalty: 4987.453613
	Iteration 31Q: 3 clusters Score -2671180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2671189.750000 Penalty: 4987.453613
	Iteration 32Q: 3 clusters Score -2671190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -2671198.000000 Penalty: 4987.453613
	Iteration 33Q: 3 clusters Score -2671198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2671209.500000 Penalty: 4987.453613
	Iteration 34Q: 3 clusters Score -2671210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -2671215.500000 Penalty: 4987.453613
	Iteration 35Q: 3 clusters Score -2671216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2671212.250000 Penalty: 4987.453613
	Iteration 36Q: 3 clusters Score -2671212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2671218.500000 Penalty: 4987.453613
	Iteration 37Q: 3 clusters Score -2671218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2671221.000000 Penalty: 4987.453613
	Iteration 38Q: 3 clusters Score -2671221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2671225.750000 Penalty: 4987.453613
	Iteration 39Q: 3 clusters Score -2671226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2671230.750000 Penalty: 4987.453613
	Iteration 40F: 3 clusters Score -2671231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2671231.500000 Penalty: 4987.453613
	Iteration 41Q: 3 clusters Score -2671232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2671230.500000 Penalty: 4987.453613
	Iteration 42Q: 3 clusters Score -2671230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2671232.250000 Penalty: 4987.453613
	Iteration 43Q: 3 clusters Score -2671232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2671233.250000 Penalty: 4987.453613
	Iteration 44Q: 3 clusters Score -2671233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2671233.750000 Penalty: 4987.453613
	Iteration 45Q: 3 clusters Score -2671234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -2671239.000000 Penalty: 4987.453613
	Iteration 46Q: 3 clusters Score -2671239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2671239.500000 Penalty: 4987.453613
	Iteration 47Q: 3 clusters Score -2671240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2671236.750000 Penalty: 4987.453613
	Iteration 48Q: 3 clusters Score -2671237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2671239.500000 Penalty: 4987.453613
	Iteration 49Q: 3 clusters Score -2671240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -2671248.500000 Penalty: 4987.453613
	Iteration 50Q: 3 clusters Score -2671248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2671251.500000 Penalty: 4987.453613
	Iteration 51Q: 3 clusters Score -2671252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2671252.250000 Penalty: 4987.453613
	Iteration 52Q: 3 clusters Score -2671252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -2671256.250000 Penalty: 4987.453613
	Iteration 53Q: 3 clusters Score -2671256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2671255.500000 Penalty: 4987.453613
	Iteration 54Q: 3 clusters Score -2671256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -2671260.000000 Penalty: 4987.453613
	Iteration 55Q: 3 clusters Score -2671260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2671259.500000 Penalty: 4987.453613
	Iteration 56Q: 3 clusters Score -2671260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2671262.250000 Penalty: 4987.453613
	Iteration 57Q: 3 clusters Score -2671262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2671261.500000 Penalty: 4987.453613
	Iteration 58Q: 3 clusters Score -2671262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2671262.500000 Penalty: 4987.453613
	Iteration 59Q: 3 clusters Score -2671262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2671261.000000 Penalty: 4987.453613
	Iteration 60F: 3 clusters Score -2671261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2671265.000000 Penalty: 4987.453613
	Iteration 61Q: 3 clusters Score -2671265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2671263.750000 Penalty: 4987.453613
	Iteration 62Q: 3 clusters Score -2671264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -2671264.250000 Penalty: 4987.453613
	Iteration 63Q: 3 clusters Score -2671264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2671268.500000 Penalty: 4987.453613
	Iteration 64Q: 3 clusters Score -2671268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2671274.250000 Penalty: 4987.453613
	Iteration 65Q: 3 clusters Score -2671274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2671273.250000 Penalty: 4987.453613
	Iteration 66Q: 3 clusters Score -2671273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2671272.500000 Penalty: 4987.453613
	Iteration 67Q: 3 clusters Score -2671272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2671272.500000 Penalty: 4987.453613
	Iteration 68F: 3 clusters Score -2671272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Entering Unmasked Estep 
Score: -1838825.375000 Penalty: 2378.881592
	Iteration 0F: 2 clusters Score -1838825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1828077.000000 Penalty: 4757.763184
	Iteration 0F: 3 clusters Score -1828077 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1831453.500000 Penalty: 4757.763184
	Iteration 1F: 3 clusters Score -1831454 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1831724.750000 Penalty: 4757.763184
	Iteration 2F: 3 clusters Score -1831725 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1831942.375000 Penalty: 4757.763184
	Iteration 3Q: 3 clusters Score -1831942 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1832131.000000 Penalty: 4757.763184
	Iteration 4Q: 3 clusters Score -1832131 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1832307.125000 Penalty: 4757.763184
	Iteration 5Q: 3 clusters Score -1832307 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1832494.125000 Penalty: 4757.763184
	Iteration 6Q: 3 clusters Score -1832494 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1832716.375000 Penalty: 4757.763184
	Iteration 7Q: 3 clusters Score -1832716 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1833020.375000 Penalty: 4757.763184
	Iteration 8Q: 3 clusters Score -1833020 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1833396.625000 Penalty: 4757.763184
	Iteration 9Q: 3 clusters Score -1833397 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1833857.750000 Penalty: 4757.763184
	Iteration 10Q: 3 clusters Score -1833858 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1834437.125000 Penalty: 4757.763184
	Iteration 11F: 3 clusters Score -1834437 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1835046.250000 Penalty: 4757.763184
	Iteration 12F: 3 clusters Score -1835046 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1835619.750000 Penalty: 4757.763184
	Iteration 13Q: 3 clusters Score -1835620 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1836021.125000 Penalty: 4757.763184
	Iteration 14Q: 3 clusters Score -1836021 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1836325.125000 Penalty: 4757.763184
	Iteration 15Q: 3 clusters Score -1836325 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1836497.625000 Penalty: 4757.763184
	Iteration 16Q: 3 clusters Score -1836498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1836581.625000 Penalty: 4757.763184
	Iteration 17Q: 3 clusters Score -1836582 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1836620.750000 Penalty: 4757.763184
	Iteration 18Q: 3 clusters Score -1836621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1836651.625000 Penalty: 4757.763184
	Iteration 19Q: 3 clusters Score -1836652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1836666.125000 Penalty: 4757.763184
	Iteration 20F: 3 clusters Score -1836666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1836675.625000 Penalty: 4757.763184
	Iteration 21Q: 3 clusters Score -1836676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1836680.625000 Penalty: 4757.763184
	Iteration 22Q: 3 clusters Score -1836681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1836688.000000 Penalty: 4757.763184
	Iteration 23Q: 3 clusters Score -1836688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1836694.875000 Penalty: 4757.763184
	Iteration 24Q: 3 clusters Score -1836695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1836700.500000 Penalty: 4757.763184
	Iteration 25Q: 3 clusters Score -1836700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1836712.375000 Penalty: 4757.763184
	Iteration 26Q: 3 clusters Score -1836712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1836715.500000 Penalty: 4757.763184
	Iteration 27Q: 3 clusters Score -1836716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1836717.375000 Penalty: 4757.763184
	Iteration 28Q: 3 clusters Score -1836717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1836717.375000 Penalty: 4757.763184
	Iteration 29F: 3 clusters Score -1836717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Entering Unmasked Estep 
Score: -2511824.000000 Penalty: 2455.990479
	Iteration 0F: 2 clusters Score -2511824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2497720.250000 Penalty: 4911.980957
	Iteration 0F: 3 clusters Score -2497720 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2502225.250000 Penalty: 4911.980957
	Iteration 1F: 3 clusters Score -2502225 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2502575.000000 Penalty: 4911.980957
	Iteration 2F: 3 clusters Score -2502575 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2502912.500000 Penalty: 4911.980957
	Iteration 3Q: 3 clusters Score -2502912 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2503289.750000 Penalty: 4911.980957
	Iteration 4Q: 3 clusters Score -2503290 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2503716.000000 Penalty: 4911.980957
	Iteration 5Q: 3 clusters Score -2503716 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2504286.500000 Penalty: 4911.980957
	Iteration 6F: 3 clusters Score -2504286 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2505059.250000 Penalty: 4911.980957
	Iteration 7F: 3 clusters Score -2505059 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2506130.000000 Penalty: 4911.980957
	Iteration 8F: 3 clusters Score -2506130 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2507354.750000 Penalty: 4911.980957
	Iteration 9F: 3 clusters Score -2507355 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2508367.000000 Penalty: 4911.980957
	Iteration 10F: 3 clusters Score -2508367 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2508988.000000 Penalty: 4911.980957
	Iteration 11Q: 3 clusters Score -2508988 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2509288.750000 Penalty: 4911.980957
	Iteration 12Q: 3 clusters Score -2509289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2509433.500000 Penalty: 4911.980957
	Iteration 13Q: 3 clusters Score -2509434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2509516.750000 Penalty: 4911.980957
	Iteration 14Q: 3 clusters Score -2509517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2509556.750000 Penalty: 4911.980957
	Iteration 15Q: 3 clusters Score -2509557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2509581.250000 Penalty: 4911.980957
	Iteration 16Q: 3 clusters Score -2509581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2509588.250000 Penalty: 4911.980957
	Iteration 17Q: 3 clusters Score -2509588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2509602.500000 Penalty: 4911.980957
	Iteration 18Q: 3 clusters Score -2509602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2509610.500000 Penalty: 4911.980957
	Iteration 19Q: 3 clusters Score -2509610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2509620.250000 Penalty: 4911.980957
	Iteration 20F: 3 clusters Score -2509620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2509621.000000 Penalty: 4911.980957
	Iteration 21Q: 3 clusters Score -2509621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2509622.500000 Penalty: 4911.980957
	Iteration 22Q: 3 clusters Score -2509622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2509622.500000 Penalty: 4911.980957
	Iteration 23F: 3 clusters Score -2509622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Entering Unmasked Estep 
Score: -6872324.000000 Penalty: 2730.591309
	Iteration 0F: 2 clusters Score -6872324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -6831722.000000 Penalty: 5461.182617
	Iteration 0F: 3 clusters Score -6831722 nChanged 28219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6848251.500000 Penalty: 5461.182617
	Iteration 1F: 3 clusters Score -6848252 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -6849893.000000 Penalty: 5461.182617
	Iteration 2F: 3 clusters Score -6849893 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -6852157.500000 Penalty: 5461.182617
	Iteration 3F: 3 clusters Score -6852158 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -6854519.500000 Penalty: 5461.182617
	Iteration 4F: 3 clusters Score -6854520 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6857019.000000 Penalty: 5461.182617
	Iteration 5F: 3 clusters Score -6857019 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -6859401.500000 Penalty: 5461.182617
	Iteration 6F: 3 clusters Score -6859402 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -6861585.000000 Penalty: 5461.182617
	Iteration 7F: 3 clusters Score -6861585 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -6863624.000000 Penalty: 5461.182617
	Iteration 8Q: 3 clusters Score -6863624 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6865420.000000 Penalty: 5461.182617
	Iteration 9Q: 3 clusters Score -6865420 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6866966.000000 Penalty: 5461.182617
	Iteration 10Q: 3 clusters Score -6866966 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6868109.000000 Penalty: 5461.182617
	Iteration 11Q: 3 clusters Score -6868109 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6868924.500000 Penalty: 5461.182617
	Iteration 12Q: 3 clusters Score -6868924 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6869436.000000 Penalty: 5461.182617
	Iteration 13Q: 3 clusters Score -6869436 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6869676.500000 Penalty: 5461.182617
	Iteration 14Q: 3 clusters Score -6869676 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6869834.500000 Penalty: 5461.182617
	Iteration 15Q: 3 clusters Score -6869834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59854 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6869901.000000 Penalty: 5461.182617
	Iteration 16Q: 3 clusters Score -6869901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6869948.500000 Penalty: 5461.182617
	Iteration 17Q: 3 clusters Score -6869948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6869968.000000 Penalty: 5461.182617
	Iteration 18Q: 3 clusters Score -6869968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6869991.500000 Penalty: 5461.182617
	Iteration 19Q: 3 clusters Score -6869992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6870020.000000 Penalty: 5461.182617
	Iteration 20F: 3 clusters Score -6870020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6870020.500000 Penalty: 5461.182617
	Iteration 21Q: 3 clusters Score -6870020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6870031.000000 Penalty: 5461.182617
	Iteration 22Q: 3 clusters Score -6870031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6870040.500000 Penalty: 5461.182617
	Iteration 23Q: 3 clusters Score -6870040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6870047.500000 Penalty: 5461.182617
	Iteration 24Q: 3 clusters Score -6870048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6870057.500000 Penalty: 5461.182617
	Iteration 25Q: 3 clusters Score -6870058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6870064.500000 Penalty: 5461.182617
	Iteration 26Q: 3 clusters Score -6870064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6870060.500000 Penalty: 5461.182617
	Iteration 27Q: 3 clusters Score -6870060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6870062.500000 Penalty: 5461.182617
	Iteration 28Q: 3 clusters Score -6870062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6870060.000000 Penalty: 5461.182617
	Iteration 29Q: 3 clusters Score -6870060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6870067.500000 Penalty: 5461.182617
	Iteration 30Q: 3 clusters Score -6870068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6870062.500000 Penalty: 5461.182617
	Iteration 31Q: 3 clusters Score -6870062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6870065.500000 Penalty: 5461.182617
	Iteration 32Q: 3 clusters Score -6870066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6870069.000000 Penalty: 5461.182617
	Iteration 33Q: 3 clusters Score -6870069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6870065.500000 Penalty: 5461.182617
	Iteration 34Q: 3 clusters Score -6870066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6870068.500000 Penalty: 5461.182617
	Iteration 35Q: 3 clusters Score -6870068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6870072.000000 Penalty: 5461.182617
	Iteration 36Q: 3 clusters Score -6870072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6870087.000000 Penalty: 5461.182617
	Iteration 37Q: 3 clusters Score -6870087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6870085.000000 Penalty: 5461.182617
	Iteration 38Q: 3 clusters Score -6870085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6870081.000000 Penalty: 5461.182617
	Iteration 39Q: 3 clusters Score -6870081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60041 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6870080.500000 Penalty: 5461.182617
	Iteration 40F: 3 clusters Score -6870080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Entering Unmasked Estep 
Score: -2980688.750000 Penalty: 2537.634033
	Iteration 0F: 2 clusters Score -2980689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2961484.750000 Penalty: 5075.268066
	Iteration 0F: 3 clusters Score -2961485 nChanged 12470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2968331.750000 Penalty: 5075.268066
	Iteration 1F: 3 clusters Score -2968332 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2968896.750000 Penalty: 5075.268066
	Iteration 2F: 3 clusters Score -2968897 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2969426.250000 Penalty: 5075.268066
	Iteration 3Q: 3 clusters Score -2969426 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2969980.750000 Penalty: 5075.268066
	Iteration 4Q: 3 clusters Score -2969981 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2970670.500000 Penalty: 5075.268066
	Iteration 5Q: 3 clusters Score -2970670 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2971482.250000 Penalty: 5075.268066
	Iteration 6F: 3 clusters Score -2971482 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2972384.250000 Penalty: 5075.268066
	Iteration 7F: 3 clusters Score -2972384 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2973232.250000 Penalty: 5075.268066
	Iteration 8F: 3 clusters Score -2973232 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2974043.250000 Penalty: 5075.268066
	Iteration 9F: 3 clusters Score -2974043 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2974783.000000 Penalty: 5075.268066
	Iteration 10Q: 3 clusters Score -2974783 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2975417.000000 Penalty: 5075.268066
	Iteration 11Q: 3 clusters Score -2975417 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2976067.250000 Penalty: 5075.268066
	Iteration 12Q: 3 clusters Score -2976067 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2976681.500000 Penalty: 5075.268066
	Iteration 13Q: 3 clusters Score -2976682 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2977184.000000 Penalty: 5075.268066
	Iteration 14Q: 3 clusters Score -2977184 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2977550.500000 Penalty: 5075.268066
	Iteration 15Q: 3 clusters Score -2977550 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2977804.250000 Penalty: 5075.268066
	Iteration 16Q: 3 clusters Score -2977804 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2978006.500000 Penalty: 5075.268066
	Iteration 17Q: 3 clusters Score -2978006 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2978145.000000 Penalty: 5075.268066
	Iteration 18Q: 3 clusters Score -2978145 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2978257.500000 Penalty: 5075.268066
	Iteration 19Q: 3 clusters Score -2978258 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2978368.750000 Penalty: 5075.268066
	Iteration 20F: 3 clusters Score -2978369 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2978475.000000 Penalty: 5075.268066
	Iteration 21Q: 3 clusters Score -2978475 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2978569.500000 Penalty: 5075.268066
	Iteration 22Q: 3 clusters Score -2978570 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2978678.500000 Penalty: 5075.268066
	Iteration 23Q: 3 clusters Score -2978678 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2978758.750000 Penalty: 5075.268066
	Iteration 24Q: 3 clusters Score -2978759 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2978828.000000 Penalty: 5075.268066
	Iteration 25Q: 3 clusters Score -2978828 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2978906.500000 Penalty: 5075.268066
	Iteration 26Q: 3 clusters Score -2978906 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2978964.250000 Penalty: 5075.268066
	Iteration 27Q: 3 clusters Score -2978964 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2979024.500000 Penalty: 5075.268066
	Iteration 28Q: 3 clusters Score -2979024 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2979077.250000 Penalty: 5075.268066
	Iteration 29Q: 3 clusters Score -2979077 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2979125.000000 Penalty: 5075.268066
	Iteration 30Q: 3 clusters Score -2979125 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2979183.000000 Penalty: 5075.268066
	Iteration 31Q: 3 clusters Score -2979183 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2979229.250000 Penalty: 5075.268066
	Iteration 32Q: 3 clusters Score -2979229 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2979288.000000 Penalty: 5075.268066
	Iteration 33Q: 3 clusters Score -2979288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2979335.750000 Penalty: 5075.268066
	Iteration 34Q: 3 clusters Score -2979336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2979366.250000 Penalty: 5075.268066
	Iteration 35Q: 3 clusters Score -2979366 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2979396.000000 Penalty: 5075.268066
	Iteration 36Q: 3 clusters Score -2979396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2979421.750000 Penalty: 5075.268066
	Iteration 37Q: 3 clusters Score -2979422 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2979456.250000 Penalty: 5075.268066
	Iteration 38Q: 3 clusters Score -2979456 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -2979511.000000 Penalty: 5075.268066
	Iteration 39Q: 3 clusters Score -2979511 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -2979573.750000 Penalty: 5075.268066
	Iteration 40F: 3 clusters Score -2979574 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2979660.500000 Penalty: 5075.268066
	Iteration 41Q: 3 clusters Score -2979660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2979800.500000 Penalty: 5075.268066
	Iteration 42Q: 3 clusters Score -2979800 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2979933.250000 Penalty: 5075.268066
	Iteration 43Q: 3 clusters Score -2979933 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -2980066.000000 Penalty: 5075.268066
	Iteration 44Q: 3 clusters Score -2980066 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2980160.000000 Penalty: 5075.268066
	Iteration 45Q: 3 clusters Score -2980160 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2980190.750000 Penalty: 5075.268066
	Iteration 46Q: 3 clusters Score -2980191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2980217.000000 Penalty: 5075.268066
	Iteration 47Q: 3 clusters Score -2980217 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2980225.750000 Penalty: 5075.268066
	Iteration 48Q: 3 clusters Score -2980226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2980229.750000 Penalty: 5075.268066
	Iteration 49Q: 3 clusters Score -2980230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2980225.750000 Penalty: 5075.268066
	Iteration 50Q: 3 clusters Score -2980226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -2980223.250000 Penalty: 5075.268066
	Iteration 51Q: 3 clusters Score -2980223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -2980238.500000 Penalty: 5075.268066
	Iteration 52Q: 3 clusters Score -2980238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2980236.250000 Penalty: 5075.268066
	Iteration 53Q: 3 clusters Score -2980236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -2980241.000000 Penalty: 5075.268066
	Iteration 54Q: 3 clusters Score -2980241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2980242.250000 Penalty: 5075.268066
	Iteration 55Q: 3 clusters Score -2980242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -2980241.750000 Penalty: 5075.268066
	Iteration 56Q: 3 clusters Score -2980242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2980242.750000 Penalty: 5075.268066
	Iteration 57Q: 3 clusters Score -2980243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2980245.000000 Penalty: 5075.268066
	Iteration 58Q: 3 clusters Score -2980245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2980243.000000 Penalty: 5075.268066
	Iteration 59Q: 3 clusters Score -2980243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2980241.750000 Penalty: 5075.268066
	Iteration 60F: 3 clusters Score -2980242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -2980242.500000 Penalty: 5075.268066
	Iteration 61Q: 3 clusters Score -2980242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2980242.750000 Penalty: 5075.268066
	Iteration 62Q: 3 clusters Score -2980243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2980242.250000 Penalty: 5075.268066
	Iteration 63Q: 3 clusters Score -2980242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -2980242.250000 Penalty: 5075.268066
	Iteration 64F: 3 clusters Score -2980242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -735719.687500 Penalty: 2197.544678
	Iteration 0F: 2 clusters Score -735719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -729923.500000 Penalty: 4395.089355
	Iteration 0F: 3 clusters Score -729923.5 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -731600.750000 Penalty: 4395.089355
	Iteration 1F: 3 clusters Score -731600.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -731950.375000 Penalty: 4395.089355
	Iteration 2F: 3 clusters Score -731950.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -732228.687500 Penalty: 4395.089355
	Iteration 3F: 3 clusters Score -732228.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -732447.750000 Penalty: 4395.089355
	Iteration 4F: 3 clusters Score -732447.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -732635.000000 Penalty: 4395.089355
	Iteration 5Q: 3 clusters Score -732635 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -732785.437500 Penalty: 4395.089355
	Iteration 6Q: 3 clusters Score -732785.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -732921.937500 Penalty: 4395.089355
	Iteration 7Q: 3 clusters Score -732921.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -733040.625000 Penalty: 4395.089355
	Iteration 8Q: 3 clusters Score -733040.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -733133.562500 Penalty: 4395.089355
	Iteration 9Q: 3 clusters Score -733133.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -733204.062500 Penalty: 4395.089355
	Iteration 10Q: 3 clusters Score -733204.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -733262.625000 Penalty: 4395.089355
	Iteration 11Q: 3 clusters Score -733262.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -733317.250000 Penalty: 4395.089355
	Iteration 12Q: 3 clusters Score -733317.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -733366.062500 Penalty: 4395.089355
	Iteration 13Q: 3 clusters Score -733366.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -733427.500000 Penalty: 4395.089355
	Iteration 14Q: 3 clusters Score -733427.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -733487.562500 Penalty: 4395.089355
	Iteration 15Q: 3 clusters Score -733487.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -733538.687500 Penalty: 4395.089355
	Iteration 16Q: 3 clusters Score -733538.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -733599.500000 Penalty: 4395.089355
	Iteration 17Q: 3 clusters Score -733599.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -733656.500000 Penalty: 4395.089355
	Iteration 18Q: 3 clusters Score -733656.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -733706.562500 Penalty: 4395.089355
	Iteration 19Q: 3 clusters Score -733706.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -733743.625000 Penalty: 4395.089355
	Iteration 20F: 3 clusters Score -733743.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -733784.750000 Penalty: 4395.089355
	Iteration 21Q: 3 clusters Score -733784.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -733824.000000 Penalty: 4395.089355
	Iteration 22Q: 3 clusters Score -733824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -733874.437500 Penalty: 4395.089355
	Iteration 23Q: 3 clusters Score -733874.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -733922.500000 Penalty: 4395.089355
	Iteration 24Q: 3 clusters Score -733922.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -733978.000000 Penalty: 4395.089355
	Iteration 25Q: 3 clusters Score -733978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -734026.750000 Penalty: 4395.089355
	Iteration 26Q: 3 clusters Score -734026.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -734074.125000 Penalty: 4395.089355
	Iteration 27Q: 3 clusters Score -734074.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -734135.000000 Penalty: 4395.089355
	Iteration 28Q: 3 clusters Score -734135 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -734194.000000 Penalty: 4395.089355
	Iteration 29Q: 3 clusters Score -734194 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -734255.250000 Penalty: 4395.089355
	Iteration 30Q: 3 clusters Score -734255.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -734311.375000 Penalty: 4395.089355
	Iteration 31Q: 3 clusters Score -734311.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -734358.250000 Penalty: 4395.089355
	Iteration 32Q: 3 clusters Score -734358.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -734408.562500 Penalty: 4395.089355
	Iteration 33Q: 3 clusters Score -734408.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -734451.875000 Penalty: 4395.089355
	Iteration 34Q: 3 clusters Score -734451.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -734490.062500 Penalty: 4395.089355
	Iteration 35Q: 3 clusters Score -734490.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -734527.687500 Penalty: 4395.089355
	Iteration 36Q: 3 clusters Score -734527.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -734568.500000 Penalty: 4395.089355
	Iteration 37Q: 3 clusters Score -734568.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -734596.187500 Penalty: 4395.089355
	Iteration 38Q: 3 clusters Score -734596.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -734632.500000 Penalty: 4395.089355
	Iteration 39Q: 3 clusters Score -734632.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -734656.250000 Penalty: 4395.089355
	Iteration 40F: 3 clusters Score -734656.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -734671.625000 Penalty: 4395.089355
	Iteration 41Q: 3 clusters Score -734671.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -734700.125000 Penalty: 4395.089355
	Iteration 42Q: 3 clusters Score -734700.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -734719.562500 Penalty: 4395.089355
	Iteration 43Q: 3 clusters Score -734719.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -734740.500000 Penalty: 4395.089355
	Iteration 44Q: 3 clusters Score -734740.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -734769.375000 Penalty: 4395.089355
	Iteration 45Q: 3 clusters Score -734769.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -734787.750000 Penalty: 4395.089355
	Iteration 46Q: 3 clusters Score -734787.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -734797.187500 Penalty: 4395.089355
	Iteration 47Q: 3 clusters Score -734797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -734806.312500 Penalty: 4395.089355
	Iteration 48Q: 3 clusters Score -734806.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -734812.000000 Penalty: 4395.089355
	Iteration 49Q: 3 clusters Score -734812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -734814.250000 Penalty: 4395.089355
	Iteration 50Q: 3 clusters Score -734814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -734815.562500 Penalty: 4395.089355
	Iteration 51Q: 3 clusters Score -734815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -734822.562500 Penalty: 4395.089355
	Iteration 52Q: 3 clusters Score -734822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -734824.500000 Penalty: 4395.089355
	Iteration 53Q: 3 clusters Score -734824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -734828.250000 Penalty: 4395.089355
	Iteration 54Q: 3 clusters Score -734828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -734829.750000 Penalty: 4395.089355
	Iteration 55Q: 3 clusters Score -734829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -734834.062500 Penalty: 4395.089355
	Iteration 56Q: 3 clusters Score -734834.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -734837.250000 Penalty: 4395.089355
	Iteration 57Q: 3 clusters Score -734837.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -734843.187500 Penalty: 4395.089355
	Iteration 58Q: 3 clusters Score -734843.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -734849.312500 Penalty: 4395.089355
	Iteration 59Q: 3 clusters Score -734849.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -734854.437500 Penalty: 4395.089355
	Iteration 60F: 3 clusters Score -734854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -734857.750000 Penalty: 4395.089355
	Iteration 61Q: 3 clusters Score -734857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -734861.437500 Penalty: 4395.089355
	Iteration 62Q: 3 clusters Score -734861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -734863.562500 Penalty: 4395.089355
	Iteration 63Q: 3 clusters Score -734863.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -734869.312500 Penalty: 4395.089355
	Iteration 64Q: 3 clusters Score -734869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -734873.750000 Penalty: 4395.089355
	Iteration 65Q: 3 clusters Score -734873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -734879.937500 Penalty: 4395.089355
	Iteration 66Q: 3 clusters Score -734879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -734885.125000 Penalty: 4395.089355
	Iteration 67Q: 3 clusters Score -734885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -734887.937500 Penalty: 4395.089355
	Iteration 68Q: 3 clusters Score -734887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -734891.312500 Penalty: 4395.089355
	Iteration 69Q: 3 clusters Score -734891.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -734895.187500 Penalty: 4395.089355
	Iteration 70Q: 3 clusters Score -734895.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -734902.125000 Penalty: 4395.089355
	Iteration 71Q: 3 clusters Score -734902.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -734907.687500 Penalty: 4395.089355
	Iteration 72Q: 3 clusters Score -734907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -734912.000000 Penalty: 4395.089355
	Iteration 73Q: 3 clusters Score -734912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -734915.250000 Penalty: 4395.089355
	Iteration 74Q: 3 clusters Score -734915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -734917.500000 Penalty: 4395.089355
	Iteration 75Q: 3 clusters Score -734917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -734919.562500 Penalty: 4395.089355
	Iteration 76Q: 3 clusters Score -734919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -734923.437500 Penalty: 4395.089355
	Iteration 77Q: 3 clusters Score -734923.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -734929.125000 Penalty: 4395.089355
	Iteration 78Q: 3 clusters Score -734929.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -734930.187500 Penalty: 4395.089355
	Iteration 79Q: 3 clusters Score -734930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -734931.562500 Penalty: 4395.089355
	Iteration 80F: 3 clusters Score -734931.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -734934.125000 Penalty: 4395.089355
	Iteration 81Q: 3 clusters Score -734934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -734934.125000 Penalty: 4395.089355
	Iteration 82F: 3 clusters Score -734934.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Entering Unmasked Estep 
Score: -3949452.750000 Penalty: 2610.407471
	Iteration 0F: 2 clusters Score -3949453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3924168.000000 Penalty: 5220.814941
	Iteration 0F: 3 clusters Score -3924168 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3933950.500000 Penalty: 5220.814941
	Iteration 1F: 3 clusters Score -3933950 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3935086.750000 Penalty: 5220.814941
	Iteration 2F: 3 clusters Score -3935087 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3936484.750000 Penalty: 5220.814941
	Iteration 3F: 3 clusters Score -3936485 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3937948.250000 Penalty: 5220.814941
	Iteration 4F: 3 clusters Score -3937948 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3939359.500000 Penalty: 5220.814941
	Iteration 5F: 3 clusters Score -3939360 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3940649.750000 Penalty: 5220.814941
	Iteration 6F: 3 clusters Score -3940650 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3941833.500000 Penalty: 5220.814941
	Iteration 7F: 3 clusters Score -3941834 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3942873.500000 Penalty: 5220.814941
	Iteration 8Q: 3 clusters Score -3942874 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3943839.750000 Penalty: 5220.814941
	Iteration 9Q: 3 clusters Score -3943840 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -3944675.750000 Penalty: 5220.814941
	Iteration 10Q: 3 clusters Score -3944676 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3945379.250000 Penalty: 5220.814941
	Iteration 11Q: 3 clusters Score -3945379 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3946064.000000 Penalty: 5220.814941
	Iteration 12Q: 3 clusters Score -3946064 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3946672.250000 Penalty: 5220.814941
	Iteration 13Q: 3 clusters Score -3946672 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3947265.000000 Penalty: 5220.814941
	Iteration 14Q: 3 clusters Score -3947265 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3947833.000000 Penalty: 5220.814941
	Iteration 15Q: 3 clusters Score -3947833 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -3948257.000000 Penalty: 5220.814941
	Iteration 16Q: 3 clusters Score -3948257 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3948630.250000 Penalty: 5220.814941
	Iteration 17Q: 3 clusters Score -3948630 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3948912.500000 Penalty: 5220.814941
	Iteration 18Q: 3 clusters Score -3948912 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -3949151.250000 Penalty: 5220.814941
	Iteration 19Q: 3 clusters Score -3949151 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -3949336.750000 Penalty: 5220.814941
	Iteration 20F: 3 clusters Score -3949337 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3949473.500000 Penalty: 5220.814941
	Iteration 21Q: 3 clusters Score -3949474 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -3949594.250000 Penalty: 5220.814941
	Iteration 22Q: 3 clusters Score -3949594 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3949684.000000 Penalty: 5220.814941
	Iteration 23Q: 3 clusters Score -3949684 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3949737.250000 Penalty: 5220.814941
	Iteration 24Q: 3 clusters Score -3949737 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3949786.000000 Penalty: 5220.814941
	Iteration 25Q: 3 clusters Score -3949786 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -3949844.250000 Penalty: 5220.814941
	Iteration 26Q: 3 clusters Score -3949844 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3949907.750000 Penalty: 5220.814941
	Iteration 27Q: 3 clusters Score -3949908 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -3949937.500000 Penalty: 5220.814941
	Iteration 28Q: 3 clusters Score -3949938 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3949987.250000 Penalty: 5220.814941
	Iteration 29Q: 3 clusters Score -3949987 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -3950016.500000 Penalty: 5220.814941
	Iteration 30Q: 3 clusters Score -3950016 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3950041.250000 Penalty: 5220.814941
	Iteration 31Q: 3 clusters Score -3950041 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3950060.750000 Penalty: 5220.814941
	Iteration 32Q: 3 clusters Score -3950061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3950084.250000 Penalty: 5220.814941
	Iteration 33Q: 3 clusters Score -3950084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3950097.750000 Penalty: 5220.814941
	Iteration 34Q: 3 clusters Score -3950098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3950098.750000 Penalty: 5220.814941
	Iteration 35Q: 3 clusters Score -3950099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -3950104.750000 Penalty: 5220.814941
	Iteration 36Q: 3 clusters Score -3950105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3950120.500000 Penalty: 5220.814941
	Iteration 37Q: 3 clusters Score -3950120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -3950126.500000 Penalty: 5220.814941
	Iteration 38Q: 3 clusters Score -3950126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -3950120.750000 Penalty: 5220.814941
	Iteration 39Q: 3 clusters Score -3950121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3950126.000000 Penalty: 5220.814941
	Iteration 40F: 3 clusters Score -3950126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -3950138.000000 Penalty: 5220.814941
	Iteration 41Q: 3 clusters Score -3950138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -3950138.250000 Penalty: 5220.814941
	Iteration 42Q: 3 clusters Score -3950138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -3950135.250000 Penalty: 5220.814941
	Iteration 43Q: 3 clusters Score -3950135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -3950137.750000 Penalty: 5220.814941
	Iteration 44Q: 3 clusters Score -3950138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -3950140.000000 Penalty: 5220.814941
	Iteration 45Q: 3 clusters Score -3950140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3950144.500000 Penalty: 5220.814941
	Iteration 46Q: 3 clusters Score -3950144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3950145.250000 Penalty: 5220.814941
	Iteration 47Q: 3 clusters Score -3950145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3950153.000000 Penalty: 5220.814941
	Iteration 48Q: 3 clusters Score -3950153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -3950150.000000 Penalty: 5220.814941
	Iteration 49Q: 3 clusters Score -3950150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3950151.500000 Penalty: 5220.814941
	Iteration 50Q: 3 clusters Score -3950152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3950151.750000 Penalty: 5220.814941
	Iteration 51Q: 3 clusters Score -3950152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3950156.250000 Penalty: 5220.814941
	Iteration 52Q: 3 clusters Score -3950156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3950157.250000 Penalty: 5220.814941
	Iteration 53Q: 3 clusters Score -3950157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3950154.250000 Penalty: 5220.814941
	Iteration 54Q: 3 clusters Score -3950154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3950152.250000 Penalty: 5220.814941
	Iteration 55Q: 3 clusters Score -3950152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -3950154.500000 Penalty: 5220.814941
	Iteration 56Q: 3 clusters Score -3950154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -3950151.250000 Penalty: 5220.814941
	Iteration 57Q: 3 clusters Score -3950151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3950156.750000 Penalty: 5220.814941
	Iteration 58Q: 3 clusters Score -3950157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -3950164.000000 Penalty: 5220.814941
	Iteration 59Q: 3 clusters Score -3950164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -3950162.000000 Penalty: 5220.814941
	Iteration 60F: 3 clusters Score -3950162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -3950165.500000 Penalty: 5220.814941
	Iteration 61Q: 3 clusters Score -3950166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -3950161.000000 Penalty: 5220.814941
	Iteration 62Q: 3 clusters Score -3950161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -3950159.500000 Penalty: 5220.814941
	Iteration 63Q: 3 clusters Score -3950160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -3950162.750000 Penalty: 5220.814941
	Iteration 64Q: 3 clusters Score -3950163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -3950163.000000 Penalty: 5220.814941
	Iteration 65Q: 3 clusters Score -3950163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -3950156.750000 Penalty: 5220.814941
	Iteration 66Q: 3 clusters Score -3950157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -3950170.750000 Penalty: 5220.814941
	Iteration 67Q: 3 clusters Score -3950171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -3950169.500000 Penalty: 5220.814941
	Iteration 68Q: 3 clusters Score -3950170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -3950175.750000 Penalty: 5220.814941
	Iteration 69Q: 3 clusters Score -3950176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -3950173.500000 Penalty: 5220.814941
	Iteration 70Q: 3 clusters Score -3950174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3950174.750000 Penalty: 5220.814941
	Iteration 71Q: 3 clusters Score -3950175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -3950175.000000 Penalty: 5220.814941
	Iteration 72Q: 3 clusters Score -3950175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3950174.500000 Penalty: 5220.814941
	Iteration 73Q: 3 clusters Score -3950174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -3950178.500000 Penalty: 5220.814941
	Iteration 74Q: 3 clusters Score -3950178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -3950180.750000 Penalty: 5220.814941
	Iteration 75Q: 3 clusters Score -3950181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -3950184.750000 Penalty: 5220.814941
	Iteration 76Q: 3 clusters Score -3950185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3950195.750000 Penalty: 5220.814941
	Iteration 77Q: 3 clusters Score -3950196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -3950196.750000 Penalty: 5220.814941
	Iteration 78Q: 3 clusters Score -3950197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3950188.000000 Penalty: 5220.814941
	Iteration 79Q: 3 clusters Score -3950188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3950182.750000 Penalty: 5220.814941
	Iteration 80F: 3 clusters Score -3950183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -3950187.250000 Penalty: 5220.814941
	Iteration 81Q: 3 clusters Score -3950187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3950190.250000 Penalty: 5220.814941
	Iteration 82Q: 3 clusters Score -3950190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3950191.750000 Penalty: 5220.814941
	Iteration 83Q: 3 clusters Score -3950192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -3950197.000000 Penalty: 5220.814941
	Iteration 84Q: 3 clusters Score -3950197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3950197.500000 Penalty: 5220.814941
	Iteration 85Q: 3 clusters Score -3950198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -3950201.250000 Penalty: 5220.814941
	Iteration 86Q: 3 clusters Score -3950201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3950204.750000 Penalty: 5220.814941
	Iteration 87Q: 3 clusters Score -3950205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -3950209.500000 Penalty: 5220.814941
	Iteration 88Q: 3 clusters Score -3950210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -3950217.000000 Penalty: 5220.814941
	Iteration 89Q: 3 clusters Score -3950217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -3950219.750000 Penalty: 5220.814941
	Iteration 90Q: 3 clusters Score -3950220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3950236.250000 Penalty: 5220.814941
	Iteration 91Q: 3 clusters Score -3950236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -3950236.500000 Penalty: 5220.814941
	Iteration 92Q: 3 clusters Score -3950236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3950231.750000 Penalty: 5220.814941
	Iteration 93Q: 3 clusters Score -3950232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3950235.500000 Penalty: 5220.814941
	Iteration 94Q: 3 clusters Score -3950236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -3950243.500000 Penalty: 5220.814941
	Iteration 95Q: 3 clusters Score -3950244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -3950241.000000 Penalty: 5220.814941
	Iteration 96Q: 3 clusters Score -3950241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3950242.250000 Penalty: 5220.814941
	Iteration 97Q: 3 clusters Score -3950242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -3950235.500000 Penalty: 5220.814941
	Iteration 98Q: 3 clusters Score -3950236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -3950237.750000 Penalty: 5220.814941
	Iteration 99Q: 3 clusters Score -3950238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3950242.500000 Penalty: 5220.814941
	Iteration 100F: 3 clusters Score -3950242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3950234.500000 Penalty: 5220.814941
	Iteration 101Q: 3 clusters Score -3950234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3950235.250000 Penalty: 5220.814941
	Iteration 102Q: 3 clusters Score -3950235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3950234.750000 Penalty: 5220.814941
	Iteration 103Q: 3 clusters Score -3950235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3950233.500000 Penalty: 5220.814941
	Iteration 104Q: 3 clusters Score -3950234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3950233.500000 Penalty: 5220.814941
	Iteration 105Q: 3 clusters Score -3950234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3950233.750000 Penalty: 5220.814941
	Iteration 106Q: 3 clusters Score -3950234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -3950235.250000 Penalty: 5220.814941
	Iteration 107Q: 3 clusters Score -3950235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -3950230.750000 Penalty: 5220.814941
	Iteration 108Q: 3 clusters Score -3950231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -3950233.500000 Penalty: 5220.814941
	Iteration 109Q: 3 clusters Score -3950234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -3950237.000000 Penalty: 5220.814941
	Iteration 110Q: 3 clusters Score -3950237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -3950237.000000 Penalty: 5220.814941
	Iteration 111Q: 3 clusters Score -3950237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -3950230.500000 Penalty: 5220.814941
	Iteration 112Q: 3 clusters Score -3950230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3950231.500000 Penalty: 5220.814941
	Iteration 113Q: 3 clusters Score -3950232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3950231.500000 Penalty: 5220.814941
	Iteration 114F: 3 clusters Score -3950232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124719 members 
Mstep: Class 8 contains 59464 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28264 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257293 members 
Mstep: Class 17 contains 275403 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11713 members 
Mstep: Class 25 contains 82258 members 
Mstep: Class 26 contains 23098 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93956 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14651 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27789 members 
Mstep: Class 35 contains 7052 members 
Mstep: Class 36 contains 4624 members 
Mstep: Class 37 contains 177860 members 
Mstep: Class 38 contains 44707 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129613 members 
Mstep: Class 44 contains 19561 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 32642 members 
Entering Unmasked Estep 
Score: -225959232.000000 Penalty: 165589.750000
Splitting cluster 36 changes total score from -225959712.000000 to -225959232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (177860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177860 members 
Entering Unmasked Estep 
Score: -20573700.000000 Penalty: 2998.010498
	Iteration 0F: 2 clusters Score -2.05737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -20455662.000000 Penalty: 5996.020996
	Iteration 0F: 3 clusters Score -2.045566e+07 nChanged 85001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85000 members 
Mstep: Class 2 contains 92860 members 
Entering Unmasked Estep 
Score: -20505726.000000 Penalty: 5996.020996
	Iteration 1F: 3 clusters Score -2.050573e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -20507036.000000 Penalty: 5996.020996
	Iteration 2Q: 3 clusters Score -2.050704e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -20508826.000000 Penalty: 5996.020996
	Iteration 3Q: 3 clusters Score -2.050883e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -20511860.000000 Penalty: 5996.020996
	Iteration 4Q: 3 clusters Score -2.051186e+07 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -20517040.000000 Penalty: 5996.020996
	Iteration 5F: 3 clusters Score -2.051704e+07 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 126741 members 
Entering Unmasked Estep 
Score: -20525628.000000 Penalty: 5996.020996
	Iteration 6F: 3 clusters Score -2.052563e+07 nChanged 15021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 141422 members 
Entering Unmasked Estep 
Score: -20538136.000000 Penalty: 5996.020996
	Iteration 7F: 3 clusters Score -2.053814e+07 nChanged 14535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 155801 members 
Entering Unmasked Estep 
Score: -20551994.000000 Penalty: 5996.020996
	Iteration 8F: 3 clusters Score -2.055199e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -20561952.000000 Penalty: 5996.020996
	Iteration 9F: 3 clusters Score -2.056195e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 172531 members 
Entering Unmasked Estep 
Score: -20567372.000000 Penalty: 5996.020996
	Iteration 10Q: 3 clusters Score -2.056737e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 175330 members 
Entering Unmasked Estep 
Score: -20569508.000000 Penalty: 5996.020996
	Iteration 11Q: 3 clusters Score -2.056951e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -20570416.000000 Penalty: 5996.020996
	Iteration 12Q: 3 clusters Score -2.057042e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 176952 members 
Entering Unmasked Estep 
Score: -20570858.000000 Penalty: 5996.020996
	Iteration 13Q: 3 clusters Score -2.057086e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -20571000.000000 Penalty: 5996.020996
	Iteration 14Q: 3 clusters Score -2.0571e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -20571088.000000 Penalty: 5996.020996
	Iteration 15Q: 3 clusters Score -2.057109e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 177280 members 
Entering Unmasked Estep 
Score: -20571176.000000 Penalty: 5996.020996
	Iteration 16Q: 3 clusters Score -2.057118e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 177306 members 
Entering Unmasked Estep 
Score: -20571240.000000 Penalty: 5996.020996
	Iteration 17Q: 3 clusters Score -2.057124e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -20571242.000000 Penalty: 5996.020996
	Iteration 18Q: 3 clusters Score -2.057124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 177334 members 
Entering Unmasked Estep 
Score: -20571282.000000 Penalty: 5996.020996
	Iteration 19Q: 3 clusters Score -2.057128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 177345 members 
Entering Unmasked Estep 
Score: -20571300.000000 Penalty: 5996.020996
	Iteration 20F: 3 clusters Score -2.05713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 177351 members 
Entering Unmasked Estep 
Score: -20571324.000000 Penalty: 5996.020996
	Iteration 21Q: 3 clusters Score -2.057132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -20571352.000000 Penalty: 5996.020996
	Iteration 22Q: 3 clusters Score -2.057135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 177368 members 
Entering Unmasked Estep 
Score: -20571354.000000 Penalty: 5996.020996
	Iteration 23Q: 3 clusters Score -2.057135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 177375 members 
Entering Unmasked Estep 
Score: -20571360.000000 Penalty: 5996.020996
	Iteration 24Q: 3 clusters Score -2.057136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -20571360.000000 Penalty: 5996.020996
	Iteration 25Q: 3 clusters Score -2.057136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 177375 members 
Entering Unmasked Estep 
Score: -20571348.000000 Penalty: 5996.020996
	Iteration 26Q: 3 clusters Score -2.057135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 177374 members 
Entering Unmasked Estep 
Score: -20571366.000000 Penalty: 5996.020996
	Iteration 27Q: 3 clusters Score -2.057137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 177376 members 
Entering Unmasked Estep 
Score: -20571370.000000 Penalty: 5996.020996
	Iteration 28Q: 3 clusters Score -2.057137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -20571372.000000 Penalty: 5996.020996
	Iteration 29Q: 3 clusters Score -2.057137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -20571368.000000 Penalty: 5996.020996
	Iteration 30Q: 3 clusters Score -2.057137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 177381 members 
Entering Unmasked Estep 
Score: -20571370.000000 Penalty: 5996.020996
	Iteration 31Q: 3 clusters Score -2.057137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177379 members 
Entering Unmasked Estep 
Score: -20571364.000000 Penalty: 5996.020996
	Iteration 32Q: 3 clusters Score -2.057136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 177378 members 
Entering Unmasked Estep 
Score: -20571360.000000 Penalty: 5996.020996
	Iteration 33Q: 3 clusters Score -2.057136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 177378 members 
Entering Unmasked Estep 
Score: -20571360.000000 Penalty: 5996.020996
	Iteration 34F: 3 clusters Score -2.057136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Entering Unmasked Estep 
Score: -5205836.000000 Penalty: 2655.555664
	Iteration 0F: 2 clusters Score -5205836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5175448.500000 Penalty: 5311.111328
	Iteration 0F: 3 clusters Score -5175448 nChanged 20595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5187390.000000 Penalty: 5311.111328
	Iteration 1F: 3 clusters Score -5187390 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -5188354.500000 Penalty: 5311.111328
	Iteration 2Q: 3 clusters Score -5188354 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5189697.000000 Penalty: 5311.111328
	Iteration 3F: 3 clusters Score -5189697 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5191567.500000 Penalty: 5311.111328
	Iteration 4F: 3 clusters Score -5191568 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5193708.500000 Penalty: 5311.111328
	Iteration 5F: 3 clusters Score -5193708 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -5195879.500000 Penalty: 5311.111328
	Iteration 6F: 3 clusters Score -5195880 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -5197982.500000 Penalty: 5311.111328
	Iteration 7F: 3 clusters Score -5197982 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5200136.500000 Penalty: 5311.111328
	Iteration 8F: 3 clusters Score -5200136 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5201859.000000 Penalty: 5311.111328
	Iteration 9F: 3 clusters Score -5201859 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -5202899.500000 Penalty: 5311.111328
	Iteration 10Q: 3 clusters Score -5202900 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -5203389.500000 Penalty: 5311.111328
	Iteration 11Q: 3 clusters Score -5203390 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -5203651.500000 Penalty: 5311.111328
	Iteration 12Q: 3 clusters Score -5203652 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -5203776.500000 Penalty: 5311.111328
	Iteration 13Q: 3 clusters Score -5203776 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -5203880.500000 Penalty: 5311.111328
	Iteration 14Q: 3 clusters Score -5203880 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5203952.500000 Penalty: 5311.111328
	Iteration 15Q: 3 clusters Score -5203952 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5204003.500000 Penalty: 5311.111328
	Iteration 16Q: 3 clusters Score -5204004 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -5204061.500000 Penalty: 5311.111328
	Iteration 17Q: 3 clusters Score -5204062 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -5204065.500000 Penalty: 5311.111328
	Iteration 18Q: 3 clusters Score -5204066 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -5204069.500000 Penalty: 5311.111328
	Iteration 19Q: 3 clusters Score -5204070 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -5204082.000000 Penalty: 5311.111328
	Iteration 20F: 3 clusters Score -5204082 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5204106.500000 Penalty: 5311.111328
	Iteration 21Q: 3 clusters Score -5204106 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -5204120.500000 Penalty: 5311.111328
	Iteration 22Q: 3 clusters Score -5204120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -5204137.500000 Penalty: 5311.111328
	Iteration 23Q: 3 clusters Score -5204138 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -5204166.500000 Penalty: 5311.111328
	Iteration 24Q: 3 clusters Score -5204166 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -5204179.000000 Penalty: 5311.111328
	Iteration 25Q: 3 clusters Score -5204179 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -5204192.500000 Penalty: 5311.111328
	Iteration 26Q: 3 clusters Score -5204192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -5204215.000000 Penalty: 5311.111328
	Iteration 27Q: 3 clusters Score -5204215 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -5204217.000000 Penalty: 5311.111328
	Iteration 28Q: 3 clusters Score -5204217 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -5204246.500000 Penalty: 5311.111328
	Iteration 29Q: 3 clusters Score -5204246 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5204277.500000 Penalty: 5311.111328
	Iteration 30Q: 3 clusters Score -5204278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -5204307.500000 Penalty: 5311.111328
	Iteration 31Q: 3 clusters Score -5204308 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -5204341.500000 Penalty: 5311.111328
	Iteration 32Q: 3 clusters Score -5204342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5204384.000000 Penalty: 5311.111328
	Iteration 33Q: 3 clusters Score -5204384 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -5204423.500000 Penalty: 5311.111328
	Iteration 34Q: 3 clusters Score -5204424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5204430.000000 Penalty: 5311.111328
	Iteration 35Q: 3 clusters Score -5204430 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -5204461.500000 Penalty: 5311.111328
	Iteration 36Q: 3 clusters Score -5204462 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5204475.500000 Penalty: 5311.111328
	Iteration 37Q: 3 clusters Score -5204476 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -5204494.000000 Penalty: 5311.111328
	Iteration 38Q: 3 clusters Score -5204494 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5204518.000000 Penalty: 5311.111328
	Iteration 39Q: 3 clusters Score -5204518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -5204516.000000 Penalty: 5311.111328
	Iteration 40F: 3 clusters Score -5204516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -5204520.000000 Penalty: 5311.111328
	Iteration 41Q: 3 clusters Score -5204520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -5204527.500000 Penalty: 5311.111328
	Iteration 42Q: 3 clusters Score -5204528 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5204539.000000 Penalty: 5311.111328
	Iteration 43Q: 3 clusters Score -5204539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -5204539.000000 Penalty: 5311.111328
	Iteration 44Q: 3 clusters Score -5204539 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -5204546.500000 Penalty: 5311.111328
	Iteration 45Q: 3 clusters Score -5204546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -5204547.500000 Penalty: 5311.111328
	Iteration 46Q: 3 clusters Score -5204548 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -5204570.500000 Penalty: 5311.111328
	Iteration 47Q: 3 clusters Score -5204570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -5204581.500000 Penalty: 5311.111328
	Iteration 48Q: 3 clusters Score -5204582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -5204583.500000 Penalty: 5311.111328
	Iteration 49Q: 3 clusters Score -5204584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -5204585.500000 Penalty: 5311.111328
	Iteration 50Q: 3 clusters Score -5204586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5204597.000000 Penalty: 5311.111328
	Iteration 51Q: 3 clusters Score -5204597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -5204624.000000 Penalty: 5311.111328
	Iteration 52Q: 3 clusters Score -5204624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -5204618.000000 Penalty: 5311.111328
	Iteration 53Q: 3 clusters Score -5204618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5204624.500000 Penalty: 5311.111328
	Iteration 54Q: 3 clusters Score -5204624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -5204618.500000 Penalty: 5311.111328
	Iteration 55Q: 3 clusters Score -5204618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -5204601.500000 Penalty: 5311.111328
	Iteration 56Q: 3 clusters Score -5204602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -5204617.000000 Penalty: 5311.111328
	Iteration 57Q: 3 clusters Score -5204617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5204613.000000 Penalty: 5311.111328
	Iteration 58Q: 3 clusters Score -5204613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -5204621.000000 Penalty: 5311.111328
	Iteration 59Q: 3 clusters Score -5204621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5204614.000000 Penalty: 5311.111328
	Iteration 60F: 3 clusters Score -5204614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5204604.500000 Penalty: 5311.111328
	Iteration 61Q: 3 clusters Score -5204604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -5204609.500000 Penalty: 5311.111328
	Iteration 62Q: 3 clusters Score -5204610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5204608.000000 Penalty: 5311.111328
	Iteration 63Q: 3 clusters Score -5204608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -5204614.000000 Penalty: 5311.111328
	Iteration 64Q: 3 clusters Score -5204614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -5204614.000000 Penalty: 5311.111328
	Iteration 65Q: 3 clusters Score -5204614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5204627.000000 Penalty: 5311.111328
	Iteration 66Q: 3 clusters Score -5204627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5204619.000000 Penalty: 5311.111328
	Iteration 67Q: 3 clusters Score -5204619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -5204631.500000 Penalty: 5311.111328
	Iteration 68Q: 3 clusters Score -5204632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5204632.000000 Penalty: 5311.111328
	Iteration 69Q: 3 clusters Score -5204632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -5204631.000000 Penalty: 5311.111328
	Iteration 70Q: 3 clusters Score -5204631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -5204634.000000 Penalty: 5311.111328
	Iteration 71Q: 3 clusters Score -5204634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5204634.000000 Penalty: 5311.111328
	Iteration 72Q: 3 clusters Score -5204634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -5204641.000000 Penalty: 5311.111328
	Iteration 73Q: 3 clusters Score -5204641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -5204635.000000 Penalty: 5311.111328
	Iteration 74Q: 3 clusters Score -5204635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5204631.500000 Penalty: 5311.111328
	Iteration 75Q: 3 clusters Score -5204632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5204634.000000 Penalty: 5311.111328
	Iteration 76Q: 3 clusters Score -5204634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5204631.000000 Penalty: 5311.111328
	Iteration 77Q: 3 clusters Score -5204631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5204629.000000 Penalty: 5311.111328
	Iteration 78Q: 3 clusters Score -5204629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -5204629.000000 Penalty: 5311.111328
	Iteration 79Q: 3 clusters Score -5204629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5204628.500000 Penalty: 5311.111328
	Iteration 80F: 3 clusters Score -5204628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -5204627.000000 Penalty: 5311.111328
	Iteration 81Q: 3 clusters Score -5204627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -5204632.000000 Penalty: 5311.111328
	Iteration 82Q: 3 clusters Score -5204632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5204632.500000 Penalty: 5311.111328
	Iteration 83Q: 3 clusters Score -5204632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5204625.500000 Penalty: 5311.111328
	Iteration 84Q: 3 clusters Score -5204626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -5204627.500000 Penalty: 5311.111328
	Iteration 85Q: 3 clusters Score -5204628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5204625.000000 Penalty: 5311.111328
	Iteration 86Q: 3 clusters Score -5204625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5204630.500000 Penalty: 5311.111328
	Iteration 87Q: 3 clusters Score -5204630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5204624.500000 Penalty: 5311.111328
	Iteration 88Q: 3 clusters Score -5204624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5204627.000000 Penalty: 5311.111328
	Iteration 89Q: 3 clusters Score -5204627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5204627.500000 Penalty: 5311.111328
	Iteration 90Q: 3 clusters Score -5204628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -5204630.000000 Penalty: 5311.111328
	Iteration 91Q: 3 clusters Score -5204630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5204631.000000 Penalty: 5311.111328
	Iteration 92Q: 3 clusters Score -5204631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5204631.500000 Penalty: 5311.111328
	Iteration 93Q: 3 clusters Score -5204632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -5204631.500000 Penalty: 5311.111328
	Iteration 94F: 3 clusters Score -5204632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -45062.316406 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -45062.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43621.894531 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -43621.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43754.230469 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -43754.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43808.824219 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -43808.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43835.750000 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -43835.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43848.476562 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -43848.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43862.656250 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -43862.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43871.710938 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -43871.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43872.464844 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -43872.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43872.464844 Penalty: 3014.510742
	Iteration 8F: 3 clusters Score -43872.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -655456.875000 Penalty: 2173.833496
	Iteration 0F: 2 clusters Score -655456.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -650014.687500 Penalty: 4347.666992
	Iteration 0F: 3 clusters Score -650014.7 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -651582.437500 Penalty: 4347.666992
	Iteration 1F: 3 clusters Score -651582.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -651998.312500 Penalty: 4347.666992
	Iteration 2F: 3 clusters Score -651998.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -652385.312500 Penalty: 4347.666992
	Iteration 3F: 3 clusters Score -652385.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -652721.312500 Penalty: 4347.666992
	Iteration 4F: 3 clusters Score -652721.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -653111.000000 Penalty: 4347.666992
	Iteration 5F: 3 clusters Score -653111 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -653503.312500 Penalty: 4347.666992
	Iteration 6F: 3 clusters Score -653503.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -653855.250000 Penalty: 4347.666992
	Iteration 7F: 3 clusters Score -653855.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -654151.312500 Penalty: 4347.666992
	Iteration 8F: 3 clusters Score -654151.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -654340.375000 Penalty: 4347.666992
	Iteration 9Q: 3 clusters Score -654340.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -654469.812500 Penalty: 4347.666992
	Iteration 10Q: 3 clusters Score -654469.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -654566.500000 Penalty: 4347.666992
	Iteration 11Q: 3 clusters Score -654566.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -654653.500000 Penalty: 4347.666992
	Iteration 12Q: 3 clusters Score -654653.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -654731.375000 Penalty: 4347.666992
	Iteration 13Q: 3 clusters Score -654731.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -654787.562500 Penalty: 4347.666992
	Iteration 14Q: 3 clusters Score -654787.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -654834.500000 Penalty: 4347.666992
	Iteration 15Q: 3 clusters Score -654834.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -654872.937500 Penalty: 4347.666992
	Iteration 16Q: 3 clusters Score -654872.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -654908.250000 Penalty: 4347.666992
	Iteration 17Q: 3 clusters Score -654908.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -654936.500000 Penalty: 4347.666992
	Iteration 18Q: 3 clusters Score -654936.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -654967.562500 Penalty: 4347.666992
	Iteration 19Q: 3 clusters Score -654967.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -654997.437500 Penalty: 4347.666992
	Iteration 20F: 3 clusters Score -654997.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -655011.187500 Penalty: 4347.666992
	Iteration 21Q: 3 clusters Score -655011.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -655016.937500 Penalty: 4347.666992
	Iteration 22Q: 3 clusters Score -655016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -655021.875000 Penalty: 4347.666992
	Iteration 23Q: 3 clusters Score -655021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -655024.250000 Penalty: 4347.666992
	Iteration 24Q: 3 clusters Score -655024.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -655026.250000 Penalty: 4347.666992
	Iteration 25Q: 3 clusters Score -655026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -655031.250000 Penalty: 4347.666992
	Iteration 26Q: 3 clusters Score -655031.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -655033.625000 Penalty: 4347.666992
	Iteration 27Q: 3 clusters Score -655033.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -655039.250000 Penalty: 4347.666992
	Iteration 28Q: 3 clusters Score -655039.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -655040.000000 Penalty: 4347.666992
	Iteration 29Q: 3 clusters Score -655040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -655041.875000 Penalty: 4347.666992
	Iteration 30Q: 3 clusters Score -655041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -655042.062500 Penalty: 4347.666992
	Iteration 31Q: 3 clusters Score -655042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -655041.875000 Penalty: 4347.666992
	Iteration 32Q: 3 clusters Score -655041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -655042.062500 Penalty: 4347.666992
	Iteration 33Q: 3 clusters Score -655042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -655042.062500 Penalty: 4347.666992
	Iteration 34F: 3 clusters Score -655042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -129878.210938 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -129878.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -127768.148438 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -127768.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128073.617188 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -128073.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -128162.968750 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -128163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128196.398438 Penalty: 3515.436523
	Iteration 3Q: 3 clusters Score -128196.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128215.289062 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -128215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128224.476562 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -128224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -128233.687500 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -128233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128236.484375 Penalty: 3515.436523
	Iteration 7Q: 3 clusters Score -128236.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -128236.484375 Penalty: 3515.436523
	Iteration 8F: 3 clusters Score -128236.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81950.554688 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81950.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80186.273438 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -80186.27 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80492.406250 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80492.41 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80650.429688 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80650.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80834.203125 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -80834.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81002.632812 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81002.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81128.101562 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -81128.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81261.562500 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81261.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81312.296875 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81312.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81355.523438 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81355.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81392.632812 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81392.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81500.257812 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81500.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81540.726562 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81540.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81551.101562 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -81551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81562.257812 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -81562.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81567.031250 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -81567.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81570.210938 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -81570.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81571.398438 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -81571.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81571.398438 Penalty: 3312.457520
	Iteration 17F: 3 clusters Score -81571.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (129613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129613 members 
Entering Unmasked Estep 
Score: -15107651.000000 Penalty: 2919.532471
	Iteration 0F: 2 clusters Score -1.510765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -15021178.000000 Penalty: 5839.064941
	Iteration 0F: 3 clusters Score -1.502118e+07 nChanged 61711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63711 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -15056211.000000 Penalty: 5839.064941
	Iteration 1F: 3 clusters Score -1.505621e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -15057040.000000 Penalty: 5839.064941
	Iteration 2Q: 3 clusters Score -1.505704e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61868 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -15057946.000000 Penalty: 5839.064941
	Iteration 3Q: 3 clusters Score -1.505795e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -15059076.000000 Penalty: 5839.064941
	Iteration 4Q: 3 clusters Score -1.505908e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -15060761.000000 Penalty: 5839.064941
	Iteration 5Q: 3 clusters Score -1.506076e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -15063382.000000 Penalty: 5839.064941
	Iteration 6Q: 3 clusters Score -1.506338e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -15067382.000000 Penalty: 5839.064941
	Iteration 7F: 3 clusters Score -1.506738e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -15073371.000000 Penalty: 5839.064941
	Iteration 8F: 3 clusters Score -1.507337e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -15081010.000000 Penalty: 5839.064941
	Iteration 9F: 3 clusters Score -1.508101e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -15089017.000000 Penalty: 5839.064941
	Iteration 10F: 3 clusters Score -1.508902e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 117340 members 
Entering Unmasked Estep 
Score: -15095581.000000 Penalty: 5839.064941
	Iteration 11F: 3 clusters Score -1.509558e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 122455 members 
Entering Unmasked Estep 
Score: -15100002.000000 Penalty: 5839.064941
	Iteration 12Q: 3 clusters Score -1.51e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -15102544.000000 Penalty: 5839.064941
	Iteration 13Q: 3 clusters Score -1.510254e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 127153 members 
Entering Unmasked Estep 
Score: -15103749.000000 Penalty: 5839.064941
	Iteration 14Q: 3 clusters Score -1.510375e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 127930 members 
Entering Unmasked Estep 
Score: -15104344.000000 Penalty: 5839.064941
	Iteration 15Q: 3 clusters Score -1.510434e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -15104691.000000 Penalty: 5839.064941
	Iteration 16Q: 3 clusters Score -1.510469e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 128499 members 
Entering Unmasked Estep 
Score: -15104859.000000 Penalty: 5839.064941
	Iteration 17Q: 3 clusters Score -1.510486e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 128617 members 
Entering Unmasked Estep 
Score: -15104935.000000 Penalty: 5839.064941
	Iteration 18Q: 3 clusters Score -1.510494e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 128694 members 
Entering Unmasked Estep 
Score: -15104991.000000 Penalty: 5839.064941
	Iteration 19Q: 3 clusters Score -1.510499e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 128741 members 
Entering Unmasked Estep 
Score: -15105066.000000 Penalty: 5839.064941
	Iteration 20F: 3 clusters Score -1.510507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -15105121.000000 Penalty: 5839.064941
	Iteration 21Q: 3 clusters Score -1.510512e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128818 members 
Entering Unmasked Estep 
Score: -15105184.000000 Penalty: 5839.064941
	Iteration 22Q: 3 clusters Score -1.510518e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 128839 members 
Entering Unmasked Estep 
Score: -15105229.000000 Penalty: 5839.064941
	Iteration 23Q: 3 clusters Score -1.510523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 128848 members 
Entering Unmasked Estep 
Score: -15105239.000000 Penalty: 5839.064941
	Iteration 24Q: 3 clusters Score -1.510524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 128858 members 
Entering Unmasked Estep 
Score: -15105276.000000 Penalty: 5839.064941
	Iteration 25Q: 3 clusters Score -1.510528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 128868 members 
Entering Unmasked Estep 
Score: -15105297.000000 Penalty: 5839.064941
	Iteration 26Q: 3 clusters Score -1.51053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 128878 members 
Entering Unmasked Estep 
Score: -15105331.000000 Penalty: 5839.064941
	Iteration 27Q: 3 clusters Score -1.510533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 128884 members 
Entering Unmasked Estep 
Score: -15105355.000000 Penalty: 5839.064941
	Iteration 28Q: 3 clusters Score -1.510536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 128888 members 
Entering Unmasked Estep 
Score: -15105372.000000 Penalty: 5839.064941
	Iteration 29Q: 3 clusters Score -1.510537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -15105407.000000 Penalty: 5839.064941
	Iteration 30Q: 3 clusters Score -1.510541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -15105421.000000 Penalty: 5839.064941
	Iteration 31Q: 3 clusters Score -1.510542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 128888 members 
Entering Unmasked Estep 
Score: -15105417.000000 Penalty: 5839.064941
	Iteration 32Q: 3 clusters Score -1.510542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -15105435.000000 Penalty: 5839.064941
	Iteration 33Q: 3 clusters Score -1.510544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -15105426.000000 Penalty: 5839.064941
	Iteration 34Q: 3 clusters Score -1.510543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 128882 members 
Entering Unmasked Estep 
Score: -15105434.000000 Penalty: 5839.064941
	Iteration 35Q: 3 clusters Score -1.510543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -15105433.000000 Penalty: 5839.064941
	Iteration 36Q: 3 clusters Score -1.510543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 128884 members 
Entering Unmasked Estep 
Score: -15105450.000000 Penalty: 5839.064941
	Iteration 37Q: 3 clusters Score -1.510545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -15105450.000000 Penalty: 5839.064941
	Iteration 38Q: 3 clusters Score -1.510545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -15105451.000000 Penalty: 5839.064941
	Iteration 39Q: 3 clusters Score -1.510545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -15105452.000000 Penalty: 5839.064941
	Iteration 40F: 3 clusters Score -1.510545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Entering Unmasked Estep 
Score: -2287419.000000 Penalty: 2450.560791
	Iteration 0F: 2 clusters Score -2287419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2273600.750000 Penalty: 4901.121582
	Iteration 0F: 3 clusters Score -2273601 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2278165.000000 Penalty: 4901.121582
	Iteration 1F: 3 clusters Score -2278165 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2278554.250000 Penalty: 4901.121582
	Iteration 2F: 3 clusters Score -2278554 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2278874.000000 Penalty: 4901.121582
	Iteration 3Q: 3 clusters Score -2278874 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2279171.750000 Penalty: 4901.121582
	Iteration 4Q: 3 clusters Score -2279172 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2279517.500000 Penalty: 4901.121582
	Iteration 5Q: 3 clusters Score -2279518 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2279907.500000 Penalty: 4901.121582
	Iteration 6Q: 3 clusters Score -2279908 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2280335.000000 Penalty: 4901.121582
	Iteration 7Q: 3 clusters Score -2280335 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2280818.250000 Penalty: 4901.121582
	Iteration 8Q: 3 clusters Score -2280818 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2281354.250000 Penalty: 4901.121582
	Iteration 9F: 3 clusters Score -2281354 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2281919.750000 Penalty: 4901.121582
	Iteration 10F: 3 clusters Score -2281920 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2282489.250000 Penalty: 4901.121582
	Iteration 11Q: 3 clusters Score -2282489 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2283043.750000 Penalty: 4901.121582
	Iteration 12Q: 3 clusters Score -2283044 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2283540.250000 Penalty: 4901.121582
	Iteration 13Q: 3 clusters Score -2283540 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2284021.000000 Penalty: 4901.121582
	Iteration 14Q: 3 clusters Score -2284021 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2284434.250000 Penalty: 4901.121582
	Iteration 15Q: 3 clusters Score -2284434 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2284766.250000 Penalty: 4901.121582
	Iteration 16Q: 3 clusters Score -2284766 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2284989.500000 Penalty: 4901.121582
	Iteration 17Q: 3 clusters Score -2284990 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2285150.750000 Penalty: 4901.121582
	Iteration 18Q: 3 clusters Score -2285151 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2285247.250000 Penalty: 4901.121582
	Iteration 19Q: 3 clusters Score -2285247 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2285326.000000 Penalty: 4901.121582
	Iteration 20F: 3 clusters Score -2285326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2285375.750000 Penalty: 4901.121582
	Iteration 21Q: 3 clusters Score -2285376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2285413.000000 Penalty: 4901.121582
	Iteration 22Q: 3 clusters Score -2285413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2285440.250000 Penalty: 4901.121582
	Iteration 23Q: 3 clusters Score -2285440 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2285470.250000 Penalty: 4901.121582
	Iteration 24Q: 3 clusters Score -2285470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2285488.000000 Penalty: 4901.121582
	Iteration 25Q: 3 clusters Score -2285488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2285499.250000 Penalty: 4901.121582
	Iteration 26Q: 3 clusters Score -2285499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2285504.250000 Penalty: 4901.121582
	Iteration 27Q: 3 clusters Score -2285504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2285514.500000 Penalty: 4901.121582
	Iteration 28Q: 3 clusters Score -2285514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2285521.750000 Penalty: 4901.121582
	Iteration 29Q: 3 clusters Score -2285522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2285527.750000 Penalty: 4901.121582
	Iteration 30Q: 3 clusters Score -2285528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2285525.000000 Penalty: 4901.121582
	Iteration 31Q: 3 clusters Score -2285525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2285529.750000 Penalty: 4901.121582
	Iteration 32Q: 3 clusters Score -2285530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2285535.000000 Penalty: 4901.121582
	Iteration 33Q: 3 clusters Score -2285535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2285536.500000 Penalty: 4901.121582
	Iteration 34Q: 3 clusters Score -2285536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2285534.500000 Penalty: 4901.121582
	Iteration 35Q: 3 clusters Score -2285534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2285535.000000 Penalty: 4901.121582
	Iteration 36Q: 3 clusters Score -2285535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2285541.000000 Penalty: 4901.121582
	Iteration 37Q: 3 clusters Score -2285541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2285541.000000 Penalty: 4901.121582
	Iteration 38Q: 3 clusters Score -2285541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2285541.000000 Penalty: 4901.121582
	Iteration 39F: 3 clusters Score -2285541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44991.621094 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44991.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43586.074219 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43586.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43725.585938 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43725.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43763.093750 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43763.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43798.175781 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43798.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43815.179688 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43815.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43820.265625 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -43820.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43823.730469 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -43823.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43830.941406 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -43830.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43834.011719 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -43834.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43836.281250 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -43836.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43836.281250 Penalty: 2991.219971
	Iteration 10F: 3 clusters Score -43836.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14866 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124719 members 
Mstep: Class 8 contains 59464 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28264 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257293 members 
Mstep: Class 17 contains 275403 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11713 members 
Mstep: Class 25 contains 82258 members 
Mstep: Class 26 contains 23098 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93956 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14651 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27789 members 
Mstep: Class 35 contains 7052 members 
Mstep: Class 36 contains 37266 members 
Mstep: Class 37 contains 177860 members 
Mstep: Class 38 contains 44707 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129613 members 
Mstep: Class 44 contains 19561 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959792.000000 Penalty: 161989.984375
Iteration 399Q: 46 clusters Score -2.259598e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124720 members 
Mstep: Class 8 contains 59469 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28266 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257296 members 
Mstep: Class 17 contains 275403 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41109 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11713 members 
Mstep: Class 25 contains 82252 members 
Mstep: Class 26 contains 23113 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93935 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14660 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27785 members 
Mstep: Class 35 contains 7054 members 
Mstep: Class 36 contains 37262 members 
Mstep: Class 37 contains 177864 members 
Mstep: Class 38 contains 44717 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129591 members 
Mstep: Class 44 contains 19564 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959792.000000 Penalty: 161989.984375
Iteration 400F: 46 clusters Score -2.259598e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124721 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28263 members 
Mstep: Class 14 contains 18094 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257295 members 
Mstep: Class 17 contains 275401 members 
Mstep: Class 18 contains 188430 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7090 members 
Mstep: Class 24 contains 11712 members 
Mstep: Class 25 contains 82245 members 
Mstep: Class 26 contains 23128 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93919 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14670 members 
Mstep: Class 32 contains 19994 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27785 members 
Mstep: Class 35 contains 7055 members 
Mstep: Class 36 contains 37262 members 
Mstep: Class 37 contains 177875 members 
Mstep: Class 38 contains 44722 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129580 members 
Mstep: Class 44 contains 19567 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959792.000000 Penalty: 161989.984375
Iteration 401Q: 46 clusters Score -2.259598e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124726 members 
Mstep: Class 8 contains 59469 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28263 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257291 members 
Mstep: Class 17 contains 275397 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11711 members 
Mstep: Class 25 contains 82241 members 
Mstep: Class 26 contains 23145 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93900 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14686 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27785 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37261 members 
Mstep: Class 37 contains 177877 members 
Mstep: Class 38 contains 44726 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6407 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129563 members 
Mstep: Class 44 contains 19568 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959760.000000 Penalty: 161989.984375
Iteration 402Q: 46 clusters Score -2.259598e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 14868 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124730 members 
Mstep: Class 8 contains 59469 members 
Mstep: Class 9 contains 58509 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28261 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257294 members 
Mstep: Class 17 contains 275398 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11711 members 
Mstep: Class 25 contains 82236 members 
Mstep: Class 26 contains 23153 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93885 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14692 members 
Mstep: Class 32 contains 19993 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27779 members 
Mstep: Class 35 contains 7057 members 
Mstep: Class 36 contains 37259 members 
Mstep: Class 37 contains 177882 members 
Mstep: Class 38 contains 44731 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129544 members 
Mstep: Class 44 contains 19577 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959664.000000 Penalty: 161989.984375
Iteration 403Q: 46 clusters Score -2.259597e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124729 members 
Mstep: Class 8 contains 59469 members 
Mstep: Class 9 contains 58511 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28263 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257292 members 
Mstep: Class 17 contains 275401 members 
Mstep: Class 18 contains 188434 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11709 members 
Mstep: Class 25 contains 82233 members 
Mstep: Class 26 contains 23167 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93868 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14706 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27778 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37258 members 
Mstep: Class 37 contains 177886 members 
Mstep: Class 38 contains 44736 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6409 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129529 members 
Mstep: Class 44 contains 19577 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959728.000000 Penalty: 161989.984375
Iteration 404Q: 46 clusters Score -2.259597e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 14868 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124729 members 
Mstep: Class 8 contains 59469 members 
Mstep: Class 9 contains 58510 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28261 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257295 members 
Mstep: Class 17 contains 275401 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11752 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11707 members 
Mstep: Class 25 contains 82231 members 
Mstep: Class 26 contains 23178 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93848 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14715 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27775 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37259 members 
Mstep: Class 37 contains 177892 members 
Mstep: Class 38 contains 44739 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6411 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129516 members 
Mstep: Class 44 contains 19583 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959680.000000 Penalty: 161989.984375
Iteration 405Q: 46 clusters Score -2.259597e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 14869 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124727 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58510 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 7595 members 
Mstep: Class 16 contains 257301 members 
Mstep: Class 17 contains 275399 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11751 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 11707 members 
Mstep: Class 25 contains 82230 members 
Mstep: Class 26 contains 23189 members 
Mstep: Class 27 contains 35581 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93832 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14721 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27771 members 
Mstep: Class 35 contains 7057 members 
Mstep: Class 36 contains 37260 members 
Mstep: Class 37 contains 177899 members 
Mstep: Class 38 contains 44741 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6413 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129507 members 
Mstep: Class 44 contains 19586 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959744.000000 Penalty: 161989.984375
Iteration 406Q: 46 clusters Score -2.259597e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 124726 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58509 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 18096 members 
Mstep: Class 15 contains 7594 members 
Mstep: Class 16 contains 257304 members 
Mstep: Class 17 contains 275396 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 11708 members 
Mstep: Class 25 contains 82228 members 
Mstep: Class 26 contains 23196 members 
Mstep: Class 27 contains 35580 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93820 members 
Mstep: Class 30 contains 23280 members 
Mstep: Class 31 contains 14726 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27771 members 
Mstep: Class 35 contains 7057 members 
Mstep: Class 36 contains 37260 members 
Mstep: Class 37 contains 177907 members 
Mstep: Class 38 contains 44744 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6416 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129497 members 
Mstep: Class 44 contains 19591 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959760.000000 Penalty: 161989.984375
Iteration 407Q: 46 clusters Score -2.259598e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14872 members 
Mstep: Class 6 contains 11064 members 
Mstep: Class 7 contains 124730 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 7593 members 
Mstep: Class 16 contains 257311 members 
Mstep: Class 17 contains 275397 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8438 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 11708 members 
Mstep: Class 25 contains 82224 members 
Mstep: Class 26 contains 23204 members 
Mstep: Class 27 contains 35579 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93798 members 
Mstep: Class 30 contains 23281 members 
Mstep: Class 31 contains 14738 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27769 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37260 members 
Mstep: Class 37 contains 177913 members 
Mstep: Class 38 contains 44748 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6417 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129483 members 
Mstep: Class 44 contains 19593 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959824.000000 Penalty: 161989.984375
Iteration 408Q: 46 clusters Score -2.259598e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14872 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124733 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28260 members 
Mstep: Class 14 contains 18097 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 16 contains 257320 members 
Mstep: Class 17 contains 275394 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 11705 members 
Mstep: Class 25 contains 82224 members 
Mstep: Class 26 contains 23215 members 
Mstep: Class 27 contains 35579 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93772 members 
Mstep: Class 30 contains 23284 members 
Mstep: Class 31 contains 14752 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27768 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37260 members 
Mstep: Class 37 contains 177916 members 
Mstep: Class 38 contains 44752 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6419 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129472 members 
Mstep: Class 44 contains 19591 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959936.000000 Penalty: 161989.984375
Iteration 409Q: 46 clusters Score -2.259599e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11013 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124731 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28260 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 7590 members 
Mstep: Class 16 contains 257323 members 
Mstep: Class 17 contains 275390 members 
Mstep: Class 18 contains 188439 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 11704 members 
Mstep: Class 25 contains 82226 members 
Mstep: Class 26 contains 23221 members 
Mstep: Class 27 contains 35580 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93750 members 
Mstep: Class 30 contains 23289 members 
Mstep: Class 31 contains 14769 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27764 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37260 members 
Mstep: Class 37 contains 177912 members 
Mstep: Class 38 contains 44758 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6424 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129463 members 
Mstep: Class 44 contains 19592 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959808.000000 Penalty: 161989.984375
Iteration 410Q: 46 clusters Score -2.259598e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11055 members 
Mstep: Class 7 contains 124731 members 
Mstep: Class 8 contains 59467 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28261 members 
Mstep: Class 14 contains 18098 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257325 members 
Mstep: Class 17 contains 275385 members 
Mstep: Class 18 contains 188443 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 11702 members 
Mstep: Class 25 contains 82223 members 
Mstep: Class 26 contains 23231 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93735 members 
Mstep: Class 30 contains 23291 members 
Mstep: Class 31 contains 14780 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27766 members 
Mstep: Class 35 contains 7055 members 
Mstep: Class 36 contains 37257 members 
Mstep: Class 37 contains 177907 members 
Mstep: Class 38 contains 44760 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6428 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129461 members 
Mstep: Class 44 contains 19591 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959888.000000 Penalty: 161989.984375
Iteration 411Q: 46 clusters Score -2.259599e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124731 members 
Mstep: Class 8 contains 59468 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28261 members 
Mstep: Class 14 contains 18099 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257327 members 
Mstep: Class 17 contains 275380 members 
Mstep: Class 18 contains 188445 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7085 members 
Mstep: Class 24 contains 11702 members 
Mstep: Class 25 contains 82225 members 
Mstep: Class 26 contains 23237 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93723 members 
Mstep: Class 30 contains 23291 members 
Mstep: Class 31 contains 14786 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27764 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37256 members 
Mstep: Class 37 contains 177903 members 
Mstep: Class 38 contains 44765 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6428 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129456 members 
Mstep: Class 44 contains 19594 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959648.000000 Penalty: 161989.984375
Iteration 412Q: 46 clusters Score -2.259596e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124726 members 
Mstep: Class 8 contains 59470 members 
Mstep: Class 9 contains 58510 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28262 members 
Mstep: Class 14 contains 18099 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 257323 members 
Mstep: Class 17 contains 275374 members 
Mstep: Class 18 contains 188446 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 11702 members 
Mstep: Class 25 contains 82224 members 
Mstep: Class 26 contains 23244 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93712 members 
Mstep: Class 30 contains 23291 members 
Mstep: Class 31 contains 14792 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27763 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37254 members 
Mstep: Class 37 contains 177905 members 
Mstep: Class 38 contains 44773 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6430 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129453 members 
Mstep: Class 44 contains 19594 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959840.000000 Penalty: 161989.984375
Iteration 413Q: 46 clusters Score -2.259598e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12464 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11061 members 
Mstep: Class 7 contains 124722 members 
Mstep: Class 8 contains 59472 members 
Mstep: Class 9 contains 58509 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28264 members 
Mstep: Class 14 contains 18100 members 
Mstep: Class 15 contains 7585 members 
Mstep: Class 16 contains 257315 members 
Mstep: Class 17 contains 275371 members 
Mstep: Class 18 contains 188448 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7086 members 
Mstep: Class 24 contains 11701 members 
Mstep: Class 25 contains 82223 members 
Mstep: Class 26 contains 23248 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93701 members 
Mstep: Class 30 contains 23291 members 
Mstep: Class 31 contains 14800 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27764 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37253 members 
Mstep: Class 37 contains 177908 members 
Mstep: Class 38 contains 44780 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6432 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129451 members 
Mstep: Class 44 contains 19597 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959888.000000 Penalty: 161989.984375
Iteration 414Q: 46 clusters Score -2.259599e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12465 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11060 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58510 members 
Mstep: Class 10 contains 5909 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28264 members 
Mstep: Class 14 contains 18100 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 257320 members 
Mstep: Class 17 contains 275370 members 
Mstep: Class 18 contains 188450 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7084 members 
Mstep: Class 24 contains 11701 members 
Mstep: Class 25 contains 82223 members 
Mstep: Class 26 contains 23248 members 
Mstep: Class 27 contains 35582 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93688 members 
Mstep: Class 30 contains 23290 members 
Mstep: Class 31 contains 14806 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27764 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37253 members 
Mstep: Class 37 contains 177912 members 
Mstep: Class 38 contains 44782 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6432 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129448 members 
Mstep: Class 44 contains 19600 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959824.000000 Penalty: 161989.984375
Iteration 415Q: 46 clusters Score -2.259598e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58511 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28266 members 
Mstep: Class 14 contains 18100 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257322 members 
Mstep: Class 17 contains 275368 members 
Mstep: Class 18 contains 188452 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7083 members 
Mstep: Class 24 contains 11701 members 
Mstep: Class 25 contains 82223 members 
Mstep: Class 26 contains 23250 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93672 members 
Mstep: Class 30 contains 23288 members 
Mstep: Class 31 contains 14811 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27761 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37254 members 
Mstep: Class 37 contains 177915 members 
Mstep: Class 38 contains 44789 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6431 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129446 members 
Mstep: Class 44 contains 19604 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959952.000000 Penalty: 161989.984375
Iteration 416Q: 46 clusters Score -2.2596e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12466 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124711 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58511 members 
Mstep: Class 10 contains 5906 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28267 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257318 members 
Mstep: Class 17 contains 275364 members 
Mstep: Class 18 contains 188452 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11750 members 
Mstep: Class 23 contains 7084 members 
Mstep: Class 24 contains 11702 members 
Mstep: Class 25 contains 82223 members 
Mstep: Class 26 contains 23250 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93655 members 
Mstep: Class 30 contains 23285 members 
Mstep: Class 31 contains 14822 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27762 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37250 members 
Mstep: Class 37 contains 177917 members 
Mstep: Class 38 contains 44793 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6433 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129446 members 
Mstep: Class 44 contains 19608 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959936.000000 Penalty: 161989.984375
Iteration 417Q: 46 clusters Score -2.259599e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 14871 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124709 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58512 members 
Mstep: Class 10 contains 5905 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28268 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 16 contains 257323 members 
Mstep: Class 17 contains 275360 members 
Mstep: Class 18 contains 188454 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7083 members 
Mstep: Class 24 contains 11703 members 
Mstep: Class 25 contains 82224 members 
Mstep: Class 26 contains 23252 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93641 members 
Mstep: Class 30 contains 23284 members 
Mstep: Class 31 contains 14829 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27759 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37250 members 
Mstep: Class 37 contains 177921 members 
Mstep: Class 38 contains 44798 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6434 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129442 members 
Mstep: Class 44 contains 19608 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959968.000000 Penalty: 161989.984375
Iteration 418Q: 46 clusters Score -2.2596e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12467 members 
Mstep: Class 5 contains 14872 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124710 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58511 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28267 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 16 contains 257336 members 
Mstep: Class 17 contains 275357 members 
Mstep: Class 18 contains 188453 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11702 members 
Mstep: Class 25 contains 82223 members 
Mstep: Class 26 contains 23253 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93622 members 
Mstep: Class 30 contains 23283 members 
Mstep: Class 31 contains 14832 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27755 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37255 members 
Mstep: Class 37 contains 177926 members 
Mstep: Class 38 contains 44800 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6437 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129438 members 
Mstep: Class 44 contains 19615 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959904.000000 Penalty: 161989.984375
Iteration 419Q: 46 clusters Score -2.259599e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12468 members 
Mstep: Class 5 contains 14873 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58510 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28267 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 16 contains 257345 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188449 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11749 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11700 members 
Mstep: Class 25 contains 82222 members 
Mstep: Class 26 contains 23255 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93612 members 
Mstep: Class 30 contains 23282 members 
Mstep: Class 31 contains 14836 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27753 members 
Mstep: Class 35 contains 7052 members 
Mstep: Class 36 contains 37257 members 
Mstep: Class 37 contains 177929 members 
Mstep: Class 38 contains 44803 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6439 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129437 members 
Mstep: Class 44 contains 19613 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960032.000000 Penalty: 161989.984375
Iteration 420F: 46 clusters Score -2.2596e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11015 members 
Mstep: Class 4 contains 12470 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58510 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28267 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 257352 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188447 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11699 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23254 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93593 members 
Mstep: Class 30 contains 23282 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60504 members 
Mstep: Class 34 contains 27753 members 
Mstep: Class 35 contains 7053 members 
Mstep: Class 36 contains 37255 members 
Mstep: Class 37 contains 177930 members 
Mstep: Class 38 contains 44806 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6441 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129437 members 
Mstep: Class 44 contains 19613 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960112.000000 Penalty: 161989.984375
Iteration 421Q: 46 clusters Score -2.259601e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11014 members 
Mstep: Class 4 contains 12471 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28268 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 7589 members 
Mstep: Class 16 contains 257360 members 
Mstep: Class 17 contains 275350 members 
Mstep: Class 18 contains 188448 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11696 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23254 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93584 members 
Mstep: Class 30 contains 23283 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60504 members 
Mstep: Class 34 contains 27753 members 
Mstep: Class 35 contains 7055 members 
Mstep: Class 36 contains 37254 members 
Mstep: Class 37 contains 177932 members 
Mstep: Class 38 contains 44806 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6443 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129436 members 
Mstep: Class 44 contains 19616 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960192.000000 Penalty: 161989.984375
Iteration 422Q: 46 clusters Score -2.259602e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124719 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28268 members 
Mstep: Class 14 contains 18101 members 
Mstep: Class 15 contains 7588 members 
Mstep: Class 16 contains 257368 members 
Mstep: Class 17 contains 275351 members 
Mstep: Class 18 contains 188445 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23253 members 
Mstep: Class 27 contains 35583 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93570 members 
Mstep: Class 30 contains 23284 members 
Mstep: Class 31 contains 14846 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60503 members 
Mstep: Class 34 contains 27748 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37252 members 
Mstep: Class 37 contains 177933 members 
Mstep: Class 38 contains 44811 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6445 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129435 members 
Mstep: Class 44 contains 19622 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960304.000000 Penalty: 161989.984375
Iteration 423Q: 46 clusters Score -2.259603e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124720 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28268 members 
Mstep: Class 14 contains 18102 members 
Mstep: Class 15 contains 7587 members 
Mstep: Class 16 contains 257365 members 
Mstep: Class 17 contains 275354 members 
Mstep: Class 18 contains 188445 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23253 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93559 members 
Mstep: Class 30 contains 23285 members 
Mstep: Class 31 contains 14848 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27746 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37249 members 
Mstep: Class 37 contains 177935 members 
Mstep: Class 38 contains 44819 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6449 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129433 members 
Mstep: Class 44 contains 19628 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960272.000000 Penalty: 161989.984375
Iteration 424Q: 46 clusters Score -2.259603e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11018 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124720 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12039 members 
Mstep: Class 13 contains 28269 members 
Mstep: Class 14 contains 18102 members 
Mstep: Class 15 contains 7585 members 
Mstep: Class 16 contains 257363 members 
Mstep: Class 17 contains 275354 members 
Mstep: Class 18 contains 188444 members 
Mstep: Class 19 contains 8436 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82222 members 
Mstep: Class 26 contains 23253 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93551 members 
Mstep: Class 30 contains 23288 members 
Mstep: Class 31 contains 14845 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27745 members 
Mstep: Class 35 contains 7055 members 
Mstep: Class 36 contains 37247 members 
Mstep: Class 37 contains 177936 members 
Mstep: Class 38 contains 44828 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6451 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129434 members 
Mstep: Class 44 contains 19631 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960288.000000 Penalty: 161989.984375
Iteration 425Q: 46 clusters Score -2.259603e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124720 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28272 members 
Mstep: Class 14 contains 18103 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257349 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188442 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23253 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93545 members 
Mstep: Class 30 contains 23289 members 
Mstep: Class 31 contains 14844 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27747 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177935 members 
Mstep: Class 38 contains 44843 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6454 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129436 members 
Mstep: Class 44 contains 19631 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960240.000000 Penalty: 161989.984375
Iteration 426Q: 46 clusters Score -2.259602e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11025 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124719 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58503 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28272 members 
Mstep: Class 14 contains 18103 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257346 members 
Mstep: Class 17 contains 275358 members 
Mstep: Class 18 contains 188438 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7080 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23254 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93541 members 
Mstep: Class 30 contains 23291 members 
Mstep: Class 31 contains 14842 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27745 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177934 members 
Mstep: Class 38 contains 44851 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6456 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129435 members 
Mstep: Class 44 contains 19632 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960224.000000 Penalty: 161989.984375
Iteration 427Q: 46 clusters Score -2.259602e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11025 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28272 members 
Mstep: Class 14 contains 18104 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257337 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188438 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11747 members 
Mstep: Class 23 contains 7082 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23255 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93539 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14842 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27742 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177933 members 
Mstep: Class 38 contains 44864 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6456 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129434 members 
Mstep: Class 44 contains 19633 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 428Q: 46 clusters Score -2.259602e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11027 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59472 members 
Mstep: Class 9 contains 58505 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28273 members 
Mstep: Class 14 contains 18105 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257331 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188437 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7081 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82221 members 
Mstep: Class 26 contains 23256 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8943 members 
Mstep: Class 29 contains 93532 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14842 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27739 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177935 members 
Mstep: Class 38 contains 44873 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6457 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129432 members 
Mstep: Class 44 contains 19636 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960240.000000 Penalty: 161989.984375
Iteration 429Q: 46 clusters Score -2.259602e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11026 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124719 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12040 members 
Mstep: Class 13 contains 28276 members 
Mstep: Class 14 contains 18105 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257332 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188436 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7078 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82220 members 
Mstep: Class 26 contains 23256 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93525 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14838 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27735 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37242 members 
Mstep: Class 37 contains 177936 members 
Mstep: Class 38 contains 44884 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129432 members 
Mstep: Class 44 contains 19638 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960336.000000 Penalty: 161989.984375
Iteration 430Q: 46 clusters Score -2.259603e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 28277 members 
Mstep: Class 14 contains 18104 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257336 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188434 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11746 members 
Mstep: Class 23 contains 7078 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82220 members 
Mstep: Class 26 contains 23259 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93518 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14837 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27729 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177940 members 
Mstep: Class 38 contains 44893 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129431 members 
Mstep: Class 44 contains 19638 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960352.000000 Penalty: 161989.984375
Iteration 431Q: 46 clusters Score -2.259604e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12042 members 
Mstep: Class 13 contains 28279 members 
Mstep: Class 14 contains 18105 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257328 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82220 members 
Mstep: Class 26 contains 23263 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93512 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14843 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27727 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177942 members 
Mstep: Class 38 contains 44898 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129431 members 
Mstep: Class 44 contains 19640 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960288.000000 Penalty: 161989.984375
Iteration 432Q: 46 clusters Score -2.259603e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12043 members 
Mstep: Class 13 contains 28280 members 
Mstep: Class 14 contains 18104 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257325 members 
Mstep: Class 17 contains 275354 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82219 members 
Mstep: Class 26 contains 23262 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93504 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14847 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27725 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177942 members 
Mstep: Class 38 contains 44906 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129431 members 
Mstep: Class 44 contains 19644 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960224.000000 Penalty: 161989.984375
Iteration 433Q: 46 clusters Score -2.259602e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28281 members 
Mstep: Class 14 contains 18104 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257315 members 
Mstep: Class 17 contains 275355 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7077 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82214 members 
Mstep: Class 26 contains 23261 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93495 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14853 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27720 members 
Mstep: Class 35 contains 7055 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177944 members 
Mstep: Class 38 contains 44913 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129430 members 
Mstep: Class 44 contains 19654 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 434Q: 46 clusters Score -2.259602e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58508 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 18105 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257311 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7076 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82214 members 
Mstep: Class 26 contains 23258 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93490 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14854 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27716 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177947 members 
Mstep: Class 38 contains 44921 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129429 members 
Mstep: Class 44 contains 19657 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 435Q: 46 clusters Score -2.259602e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58507 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6946 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 18106 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257303 members 
Mstep: Class 17 contains 275354 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7074 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23259 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93485 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14861 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27715 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177948 members 
Mstep: Class 38 contains 44923 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129429 members 
Mstep: Class 44 contains 19663 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960208.000000 Penalty: 161989.984375
Iteration 436Q: 46 clusters Score -2.259602e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18106 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257303 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7073 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23259 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93472 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14872 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27715 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177950 members 
Mstep: Class 38 contains 44927 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6460 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129428 members 
Mstep: Class 44 contains 19662 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960240.000000 Penalty: 161989.984375
Iteration 437Q: 46 clusters Score -2.259602e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18106 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257299 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7072 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23259 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93464 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14877 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27714 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177951 members 
Mstep: Class 38 contains 44934 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129428 members 
Mstep: Class 44 contains 19663 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 438Q: 46 clusters Score -2.259602e+08 nChanged 39
Entering ConstructFrom: 
Score: -225960176.000000 Penalty: 161989.984375
Entering ConstructFrom: 
Trying to split cluster 1 (24395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Entering Unmasked Estep 
Score: -2755482.750000 Penalty: 2505.329102
	Iteration 0F: 2 clusters Score -2755483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2738643.000000 Penalty: 5010.658203
	Iteration 0F: 3 clusters Score -2738643 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2744401.250000 Penalty: 5010.658203
	Iteration 1F: 3 clusters Score -2744401 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2744881.500000 Penalty: 5010.658203
	Iteration 2F: 3 clusters Score -2744882 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2745342.500000 Penalty: 5010.658203
	Iteration 3Q: 3 clusters Score -2745342 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2745883.250000 Penalty: 5010.658203
	Iteration 4Q: 3 clusters Score -2745883 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2746573.250000 Penalty: 5010.658203
	Iteration 5F: 3 clusters Score -2746573 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2747470.250000 Penalty: 5010.658203
	Iteration 6F: 3 clusters Score -2747470 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2748423.750000 Penalty: 5010.658203
	Iteration 7F: 3 clusters Score -2748424 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2749311.500000 Penalty: 5010.658203
	Iteration 8F: 3 clusters Score -2749312 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2750068.250000 Penalty: 5010.658203
	Iteration 9F: 3 clusters Score -2750068 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2750688.500000 Penalty: 5010.658203
	Iteration 10Q: 3 clusters Score -2750688 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2751127.000000 Penalty: 5010.658203
	Iteration 11Q: 3 clusters Score -2751127 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2751454.250000 Penalty: 5010.658203
	Iteration 12Q: 3 clusters Score -2751454 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2751748.500000 Penalty: 5010.658203
	Iteration 13Q: 3 clusters Score -2751748 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2752001.500000 Penalty: 5010.658203
	Iteration 14Q: 3 clusters Score -2752002 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2752263.250000 Penalty: 5010.658203
	Iteration 15Q: 3 clusters Score -2752263 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2752463.750000 Penalty: 5010.658203
	Iteration 16Q: 3 clusters Score -2752464 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2752645.250000 Penalty: 5010.658203
	Iteration 17Q: 3 clusters Score -2752645 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2752834.500000 Penalty: 5010.658203
	Iteration 18Q: 3 clusters Score -2752834 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2753016.250000 Penalty: 5010.658203
	Iteration 19Q: 3 clusters Score -2753016 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2753157.000000 Penalty: 5010.658203
	Iteration 20F: 3 clusters Score -2753157 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2753303.000000 Penalty: 5010.658203
	Iteration 21Q: 3 clusters Score -2753303 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -2753442.250000 Penalty: 5010.658203
	Iteration 22Q: 3 clusters Score -2753442 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2753550.250000 Penalty: 5010.658203
	Iteration 23Q: 3 clusters Score -2753550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -2753647.750000 Penalty: 5010.658203
	Iteration 24Q: 3 clusters Score -2753648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2753708.500000 Penalty: 5010.658203
	Iteration 25Q: 3 clusters Score -2753708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2753763.250000 Penalty: 5010.658203
	Iteration 26Q: 3 clusters Score -2753763 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2753805.500000 Penalty: 5010.658203
	Iteration 27Q: 3 clusters Score -2753806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2753843.000000 Penalty: 5010.658203
	Iteration 28Q: 3 clusters Score -2753843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2753868.750000 Penalty: 5010.658203
	Iteration 29Q: 3 clusters Score -2753869 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2753881.750000 Penalty: 5010.658203
	Iteration 30Q: 3 clusters Score -2753882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2753890.750000 Penalty: 5010.658203
	Iteration 31Q: 3 clusters Score -2753891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2753907.250000 Penalty: 5010.658203
	Iteration 32Q: 3 clusters Score -2753907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2753911.000000 Penalty: 5010.658203
	Iteration 33Q: 3 clusters Score -2753911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -2753917.250000 Penalty: 5010.658203
	Iteration 34Q: 3 clusters Score -2753917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -2753924.250000 Penalty: 5010.658203
	Iteration 35Q: 3 clusters Score -2753924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2753931.750000 Penalty: 5010.658203
	Iteration 36Q: 3 clusters Score -2753932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -2753932.500000 Penalty: 5010.658203
	Iteration 37Q: 3 clusters Score -2753932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2753935.500000 Penalty: 5010.658203
	Iteration 38Q: 3 clusters Score -2753936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2753934.750000 Penalty: 5010.658203
	Iteration 39Q: 3 clusters Score -2753935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2753934.750000 Penalty: 5010.658203
	Iteration 40F: 3 clusters Score -2753935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -86669.164062 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -86669.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84873.054688 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -84873.05 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85140.296875 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -85140.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -85237.226562 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -85237.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -85296.242188 Penalty: 3346.220459
	Iteration 3Q: 3 clusters Score -85296.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85376.468750 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -85376.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -85523.398438 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -85523.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85733.554688 Penalty: 3346.220459
	Iteration 6F: 3 clusters Score -85733.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85955.570312 Penalty: 3346.220459
	Iteration 7F: 3 clusters Score -85955.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86104.531250 Penalty: 3346.220459
	Iteration 8F: 3 clusters Score -86104.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86193.992188 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -86193.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86249.289062 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -86249.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86298.242188 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -86298.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86323.500000 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -86323.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86333.804688 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -86333.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86339.546875 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -86339.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86341.976562 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -86341.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86345.234375 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -86345.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86349.085938 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -86349.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86349.968750 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -86349.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86350.414062 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -86350.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86350.414062 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -86350.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Entering Unmasked Estep 
Score: -1232374.750000 Penalty: 2308.319336
	Iteration 0F: 2 clusters Score -1232375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1224116.875000 Penalty: 4616.638672
	Iteration 0F: 3 clusters Score -1224117 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1226581.750000 Penalty: 4616.638672
	Iteration 1F: 3 clusters Score -1226582 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1226929.000000 Penalty: 4616.638672
	Iteration 2F: 3 clusters Score -1226929 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1227159.250000 Penalty: 4616.638672
	Iteration 3F: 3 clusters Score -1227159 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1227354.750000 Penalty: 4616.638672
	Iteration 4Q: 3 clusters Score -1227355 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1227490.875000 Penalty: 4616.638672
	Iteration 5Q: 3 clusters Score -1227491 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1227640.375000 Penalty: 4616.638672
	Iteration 6Q: 3 clusters Score -1227640 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1227790.250000 Penalty: 4616.638672
	Iteration 7Q: 3 clusters Score -1227790 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1227927.000000 Penalty: 4616.638672
	Iteration 8Q: 3 clusters Score -1227927 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1228090.625000 Penalty: 4616.638672
	Iteration 9Q: 3 clusters Score -1228091 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1228271.500000 Penalty: 4616.638672
	Iteration 10Q: 3 clusters Score -1228272 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1228478.875000 Penalty: 4616.638672
	Iteration 11Q: 3 clusters Score -1228479 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1228693.000000 Penalty: 4616.638672
	Iteration 12Q: 3 clusters Score -1228693 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1228927.375000 Penalty: 4616.638672
	Iteration 13Q: 3 clusters Score -1228927 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1229139.500000 Penalty: 4616.638672
	Iteration 14Q: 3 clusters Score -1229140 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1229334.625000 Penalty: 4616.638672
	Iteration 15Q: 3 clusters Score -1229335 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1229514.250000 Penalty: 4616.638672
	Iteration 16Q: 3 clusters Score -1229514 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1229666.250000 Penalty: 4616.638672
	Iteration 17Q: 3 clusters Score -1229666 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1229796.750000 Penalty: 4616.638672
	Iteration 18Q: 3 clusters Score -1229797 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1229893.000000 Penalty: 4616.638672
	Iteration 19Q: 3 clusters Score -1229893 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1229966.875000 Penalty: 4616.638672
	Iteration 20F: 3 clusters Score -1229967 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1230029.125000 Penalty: 4616.638672
	Iteration 21Q: 3 clusters Score -1230029 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1230074.750000 Penalty: 4616.638672
	Iteration 22Q: 3 clusters Score -1230075 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1230114.000000 Penalty: 4616.638672
	Iteration 23Q: 3 clusters Score -1230114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1230142.000000 Penalty: 4616.638672
	Iteration 24Q: 3 clusters Score -1230142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1230164.750000 Penalty: 4616.638672
	Iteration 25Q: 3 clusters Score -1230165 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1230182.000000 Penalty: 4616.638672
	Iteration 26Q: 3 clusters Score -1230182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1230207.125000 Penalty: 4616.638672
	Iteration 27Q: 3 clusters Score -1230207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1230223.875000 Penalty: 4616.638672
	Iteration 28Q: 3 clusters Score -1230224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1230242.500000 Penalty: 4616.638672
	Iteration 29Q: 3 clusters Score -1230242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1230258.625000 Penalty: 4616.638672
	Iteration 30Q: 3 clusters Score -1230259 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1230276.250000 Penalty: 4616.638672
	Iteration 31Q: 3 clusters Score -1230276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1230297.500000 Penalty: 4616.638672
	Iteration 32Q: 3 clusters Score -1230298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1230320.875000 Penalty: 4616.638672
	Iteration 33Q: 3 clusters Score -1230321 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1230348.375000 Penalty: 4616.638672
	Iteration 34Q: 3 clusters Score -1230348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1230378.375000 Penalty: 4616.638672
	Iteration 35Q: 3 clusters Score -1230378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1230410.625000 Penalty: 4616.638672
	Iteration 36Q: 3 clusters Score -1230411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1230434.875000 Penalty: 4616.638672
	Iteration 37Q: 3 clusters Score -1230435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1230462.125000 Penalty: 4616.638672
	Iteration 38Q: 3 clusters Score -1230462 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1230488.750000 Penalty: 4616.638672
	Iteration 39Q: 3 clusters Score -1230489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1230511.250000 Penalty: 4616.638672
	Iteration 40F: 3 clusters Score -1230511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1230541.625000 Penalty: 4616.638672
	Iteration 41Q: 3 clusters Score -1230542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1230566.000000 Penalty: 4616.638672
	Iteration 42Q: 3 clusters Score -1230566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1230587.625000 Penalty: 4616.638672
	Iteration 43Q: 3 clusters Score -1230588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1230609.875000 Penalty: 4616.638672
	Iteration 44Q: 3 clusters Score -1230610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1230631.375000 Penalty: 4616.638672
	Iteration 45Q: 3 clusters Score -1230631 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1230648.875000 Penalty: 4616.638672
	Iteration 46Q: 3 clusters Score -1230649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1230664.125000 Penalty: 4616.638672
	Iteration 47Q: 3 clusters Score -1230664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1230683.125000 Penalty: 4616.638672
	Iteration 48Q: 3 clusters Score -1230683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1230703.125000 Penalty: 4616.638672
	Iteration 49Q: 3 clusters Score -1230703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1230739.875000 Penalty: 4616.638672
	Iteration 50Q: 3 clusters Score -1230740 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1230786.750000 Penalty: 4616.638672
	Iteration 51Q: 3 clusters Score -1230787 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1230827.625000 Penalty: 4616.638672
	Iteration 52Q: 3 clusters Score -1230828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1230850.125000 Penalty: 4616.638672
	Iteration 53Q: 3 clusters Score -1230850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1230867.750000 Penalty: 4616.638672
	Iteration 54Q: 3 clusters Score -1230868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1230887.375000 Penalty: 4616.638672
	Iteration 55Q: 3 clusters Score -1230887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1230898.375000 Penalty: 4616.638672
	Iteration 56Q: 3 clusters Score -1230898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1230906.625000 Penalty: 4616.638672
	Iteration 57Q: 3 clusters Score -1230907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1230909.875000 Penalty: 4616.638672
	Iteration 58Q: 3 clusters Score -1230910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1230913.625000 Penalty: 4616.638672
	Iteration 59Q: 3 clusters Score -1230914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1230915.125000 Penalty: 4616.638672
	Iteration 60F: 3 clusters Score -1230915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1230917.750000 Penalty: 4616.638672
	Iteration 61Q: 3 clusters Score -1230918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1230919.000000 Penalty: 4616.638672
	Iteration 62Q: 3 clusters Score -1230919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1230920.125000 Penalty: 4616.638672
	Iteration 63Q: 3 clusters Score -1230920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1230925.125000 Penalty: 4616.638672
	Iteration 64Q: 3 clusters Score -1230925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1230924.250000 Penalty: 4616.638672
	Iteration 65Q: 3 clusters Score -1230924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1230927.625000 Penalty: 4616.638672
	Iteration 66Q: 3 clusters Score -1230928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1230927.625000 Penalty: 4616.638672
	Iteration 67F: 3 clusters Score -1230928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Entering Unmasked Estep 
Score: -1376746.625000 Penalty: 2338.967529
	Iteration 0F: 2 clusters Score -1376747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1367474.500000 Penalty: 4677.935059
	Iteration 0F: 3 clusters Score -1367474 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1370362.250000 Penalty: 4677.935059
	Iteration 1F: 3 clusters Score -1370362 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1370831.625000 Penalty: 4677.935059
	Iteration 2F: 3 clusters Score -1370832 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1371295.125000 Penalty: 4677.935059
	Iteration 3F: 3 clusters Score -1371295 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1371754.125000 Penalty: 4677.935059
	Iteration 4F: 3 clusters Score -1371754 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1372149.875000 Penalty: 4677.935059
	Iteration 5F: 3 clusters Score -1372150 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1372431.250000 Penalty: 4677.935059
	Iteration 6Q: 3 clusters Score -1372431 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1372608.625000 Penalty: 4677.935059
	Iteration 7Q: 3 clusters Score -1372609 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1372751.250000 Penalty: 4677.935059
	Iteration 8Q: 3 clusters Score -1372751 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1372863.500000 Penalty: 4677.935059
	Iteration 9Q: 3 clusters Score -1372864 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1372965.500000 Penalty: 4677.935059
	Iteration 10Q: 3 clusters Score -1372966 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1373066.000000 Penalty: 4677.935059
	Iteration 11Q: 3 clusters Score -1373066 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1373159.000000 Penalty: 4677.935059
	Iteration 12Q: 3 clusters Score -1373159 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1373247.500000 Penalty: 4677.935059
	Iteration 13Q: 3 clusters Score -1373248 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1373317.250000 Penalty: 4677.935059
	Iteration 14Q: 3 clusters Score -1373317 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1373381.875000 Penalty: 4677.935059
	Iteration 15Q: 3 clusters Score -1373382 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1373439.000000 Penalty: 4677.935059
	Iteration 16Q: 3 clusters Score -1373439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1373489.250000 Penalty: 4677.935059
	Iteration 17Q: 3 clusters Score -1373489 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1373534.250000 Penalty: 4677.935059
	Iteration 18Q: 3 clusters Score -1373534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1373571.375000 Penalty: 4677.935059
	Iteration 19Q: 3 clusters Score -1373571 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1373614.000000 Penalty: 4677.935059
	Iteration 20F: 3 clusters Score -1373614 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1373643.875000 Penalty: 4677.935059
	Iteration 21Q: 3 clusters Score -1373644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1373678.250000 Penalty: 4677.935059
	Iteration 22Q: 3 clusters Score -1373678 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1373713.000000 Penalty: 4677.935059
	Iteration 23Q: 3 clusters Score -1373713 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1373746.500000 Penalty: 4677.935059
	Iteration 24Q: 3 clusters Score -1373746 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1373796.125000 Penalty: 4677.935059
	Iteration 25Q: 3 clusters Score -1373796 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1373839.125000 Penalty: 4677.935059
	Iteration 26Q: 3 clusters Score -1373839 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1373878.750000 Penalty: 4677.935059
	Iteration 27Q: 3 clusters Score -1373879 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1373920.750000 Penalty: 4677.935059
	Iteration 28Q: 3 clusters Score -1373921 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1373963.750000 Penalty: 4677.935059
	Iteration 29Q: 3 clusters Score -1373964 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1374005.250000 Penalty: 4677.935059
	Iteration 30Q: 3 clusters Score -1374005 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1374051.625000 Penalty: 4677.935059
	Iteration 31Q: 3 clusters Score -1374052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1374095.625000 Penalty: 4677.935059
	Iteration 32Q: 3 clusters Score -1374096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1374135.750000 Penalty: 4677.935059
	Iteration 33Q: 3 clusters Score -1374136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1374162.625000 Penalty: 4677.935059
	Iteration 34Q: 3 clusters Score -1374163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1374195.625000 Penalty: 4677.935059
	Iteration 35Q: 3 clusters Score -1374196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1374235.625000 Penalty: 4677.935059
	Iteration 36Q: 3 clusters Score -1374236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1374268.250000 Penalty: 4677.935059
	Iteration 37Q: 3 clusters Score -1374268 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1374315.250000 Penalty: 4677.935059
	Iteration 38Q: 3 clusters Score -1374315 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1374360.000000 Penalty: 4677.935059
	Iteration 39Q: 3 clusters Score -1374360 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1374413.625000 Penalty: 4677.935059
	Iteration 40F: 3 clusters Score -1374414 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1374462.250000 Penalty: 4677.935059
	Iteration 41Q: 3 clusters Score -1374462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1374519.250000 Penalty: 4677.935059
	Iteration 42Q: 3 clusters Score -1374519 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1374574.000000 Penalty: 4677.935059
	Iteration 43Q: 3 clusters Score -1374574 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1374639.625000 Penalty: 4677.935059
	Iteration 44Q: 3 clusters Score -1374640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1374693.500000 Penalty: 4677.935059
	Iteration 45Q: 3 clusters Score -1374694 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1374754.000000 Penalty: 4677.935059
	Iteration 46Q: 3 clusters Score -1374754 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1374818.250000 Penalty: 4677.935059
	Iteration 47Q: 3 clusters Score -1374818 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1374876.875000 Penalty: 4677.935059
	Iteration 48Q: 3 clusters Score -1374877 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1374925.000000 Penalty: 4677.935059
	Iteration 49Q: 3 clusters Score -1374925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1374971.250000 Penalty: 4677.935059
	Iteration 50Q: 3 clusters Score -1374971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1374998.500000 Penalty: 4677.935059
	Iteration 51Q: 3 clusters Score -1374998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1375019.375000 Penalty: 4677.935059
	Iteration 52Q: 3 clusters Score -1375019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1375035.875000 Penalty: 4677.935059
	Iteration 53Q: 3 clusters Score -1375036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1375043.875000 Penalty: 4677.935059
	Iteration 54Q: 3 clusters Score -1375044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1375050.750000 Penalty: 4677.935059
	Iteration 55Q: 3 clusters Score -1375051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1375051.625000 Penalty: 4677.935059
	Iteration 56Q: 3 clusters Score -1375052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1375052.000000 Penalty: 4677.935059
	Iteration 57Q: 3 clusters Score -1375052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1375055.125000 Penalty: 4677.935059
	Iteration 58Q: 3 clusters Score -1375055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1375058.375000 Penalty: 4677.935059
	Iteration 59Q: 3 clusters Score -1375058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1375057.375000 Penalty: 4677.935059
	Iteration 60F: 3 clusters Score -1375057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1375061.125000 Penalty: 4677.935059
	Iteration 61Q: 3 clusters Score -1375061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1375060.625000 Penalty: 4677.935059
	Iteration 62Q: 3 clusters Score -1375061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1375060.625000 Penalty: 4677.935059
	Iteration 63F: 3 clusters Score -1375061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Entering Unmasked Estep 
Score: -1761864.875000 Penalty: 2382.627930
	Iteration 0F: 2 clusters Score -1761865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1751044.625000 Penalty: 4765.255859
	Iteration 0F: 3 clusters Score -1751045 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1754476.500000 Penalty: 4765.255859
	Iteration 1F: 3 clusters Score -1754476 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1755006.750000 Penalty: 4765.255859
	Iteration 2F: 3 clusters Score -1755007 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1755533.375000 Penalty: 4765.255859
	Iteration 3F: 3 clusters Score -1755533 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1756139.375000 Penalty: 4765.255859
	Iteration 4F: 3 clusters Score -1756139 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1756842.500000 Penalty: 4765.255859
	Iteration 5F: 3 clusters Score -1756842 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1757489.000000 Penalty: 4765.255859
	Iteration 6F: 3 clusters Score -1757489 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1758097.000000 Penalty: 4765.255859
	Iteration 7F: 3 clusters Score -1758097 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1758530.625000 Penalty: 4765.255859
	Iteration 8Q: 3 clusters Score -1758531 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1758794.000000 Penalty: 4765.255859
	Iteration 9Q: 3 clusters Score -1758794 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1758962.250000 Penalty: 4765.255859
	Iteration 10Q: 3 clusters Score -1758962 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1759090.375000 Penalty: 4765.255859
	Iteration 11Q: 3 clusters Score -1759090 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1759191.000000 Penalty: 4765.255859
	Iteration 12Q: 3 clusters Score -1759191 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1759266.750000 Penalty: 4765.255859
	Iteration 13Q: 3 clusters Score -1759267 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1759330.000000 Penalty: 4765.255859
	Iteration 14Q: 3 clusters Score -1759330 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1759375.000000 Penalty: 4765.255859
	Iteration 15Q: 3 clusters Score -1759375 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1759406.500000 Penalty: 4765.255859
	Iteration 16Q: 3 clusters Score -1759406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1759421.125000 Penalty: 4765.255859
	Iteration 17Q: 3 clusters Score -1759421 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1759441.500000 Penalty: 4765.255859
	Iteration 18Q: 3 clusters Score -1759442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1759465.000000 Penalty: 4765.255859
	Iteration 19Q: 3 clusters Score -1759465 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1759477.375000 Penalty: 4765.255859
	Iteration 20F: 3 clusters Score -1759477 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1759497.000000 Penalty: 4765.255859
	Iteration 21Q: 3 clusters Score -1759497 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1759511.000000 Penalty: 4765.255859
	Iteration 22Q: 3 clusters Score -1759511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1759526.125000 Penalty: 4765.255859
	Iteration 23Q: 3 clusters Score -1759526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1759549.750000 Penalty: 4765.255859
	Iteration 24Q: 3 clusters Score -1759550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1759559.875000 Penalty: 4765.255859
	Iteration 25Q: 3 clusters Score -1759560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1759567.500000 Penalty: 4765.255859
	Iteration 26Q: 3 clusters Score -1759568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1759585.125000 Penalty: 4765.255859
	Iteration 27Q: 3 clusters Score -1759585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1759602.250000 Penalty: 4765.255859
	Iteration 28Q: 3 clusters Score -1759602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1759612.875000 Penalty: 4765.255859
	Iteration 29Q: 3 clusters Score -1759613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1759632.375000 Penalty: 4765.255859
	Iteration 30Q: 3 clusters Score -1759632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1759657.250000 Penalty: 4765.255859
	Iteration 31Q: 3 clusters Score -1759657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1759678.250000 Penalty: 4765.255859
	Iteration 32Q: 3 clusters Score -1759678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1759698.000000 Penalty: 4765.255859
	Iteration 33Q: 3 clusters Score -1759698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1759714.500000 Penalty: 4765.255859
	Iteration 34Q: 3 clusters Score -1759714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1759731.625000 Penalty: 4765.255859
	Iteration 35Q: 3 clusters Score -1759732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1759749.500000 Penalty: 4765.255859
	Iteration 36Q: 3 clusters Score -1759750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1759764.875000 Penalty: 4765.255859
	Iteration 37Q: 3 clusters Score -1759765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1759770.375000 Penalty: 4765.255859
	Iteration 38Q: 3 clusters Score -1759770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1759782.500000 Penalty: 4765.255859
	Iteration 39Q: 3 clusters Score -1759782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1759785.375000 Penalty: 4765.255859
	Iteration 40F: 3 clusters Score -1759785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1759790.875000 Penalty: 4765.255859
	Iteration 41Q: 3 clusters Score -1759791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1759791.250000 Penalty: 4765.255859
	Iteration 42Q: 3 clusters Score -1759791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1759798.250000 Penalty: 4765.255859
	Iteration 43Q: 3 clusters Score -1759798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1759800.500000 Penalty: 4765.255859
	Iteration 44Q: 3 clusters Score -1759800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1759804.125000 Penalty: 4765.255859
	Iteration 45Q: 3 clusters Score -1759804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1759802.750000 Penalty: 4765.255859
	Iteration 46Q: 3 clusters Score -1759803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1759807.000000 Penalty: 4765.255859
	Iteration 47Q: 3 clusters Score -1759807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1759808.125000 Penalty: 4765.255859
	Iteration 48Q: 3 clusters Score -1759808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1759809.125000 Penalty: 4765.255859
	Iteration 49Q: 3 clusters Score -1759809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1759811.375000 Penalty: 4765.255859
	Iteration 50Q: 3 clusters Score -1759811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1759813.000000 Penalty: 4765.255859
	Iteration 51Q: 3 clusters Score -1759813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1759811.625000 Penalty: 4765.255859
	Iteration 52Q: 3 clusters Score -1759812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1759815.750000 Penalty: 4765.255859
	Iteration 53Q: 3 clusters Score -1759816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1759818.500000 Penalty: 4765.255859
	Iteration 54Q: 3 clusters Score -1759818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1759819.875000 Penalty: 4765.255859
	Iteration 55Q: 3 clusters Score -1759820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1759820.000000 Penalty: 4765.255859
	Iteration 56Q: 3 clusters Score -1759820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1759823.625000 Penalty: 4765.255859
	Iteration 57Q: 3 clusters Score -1759824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1759832.500000 Penalty: 4765.255859
	Iteration 58Q: 3 clusters Score -1759832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1759835.250000 Penalty: 4765.255859
	Iteration 59Q: 3 clusters Score -1759835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1759837.375000 Penalty: 4765.255859
	Iteration 60F: 3 clusters Score -1759837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1759840.500000 Penalty: 4765.255859
	Iteration 61Q: 3 clusters Score -1759840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1759841.750000 Penalty: 4765.255859
	Iteration 62Q: 3 clusters Score -1759842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1759842.625000 Penalty: 4765.255859
	Iteration 63Q: 3 clusters Score -1759843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1759844.375000 Penalty: 4765.255859
	Iteration 64Q: 3 clusters Score -1759844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1759850.250000 Penalty: 4765.255859
	Iteration 65Q: 3 clusters Score -1759850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1759850.250000 Penalty: 4765.255859
	Iteration 66Q: 3 clusters Score -1759850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1759850.750000 Penalty: 4765.255859
	Iteration 67Q: 3 clusters Score -1759851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1759849.500000 Penalty: 4765.255859
	Iteration 68Q: 3 clusters Score -1759850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1759849.625000 Penalty: 4765.255859
	Iteration 69Q: 3 clusters Score -1759850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1759854.875000 Penalty: 4765.255859
	Iteration 70Q: 3 clusters Score -1759855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1759853.000000 Penalty: 4765.255859
	Iteration 71Q: 3 clusters Score -1759853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1759852.000000 Penalty: 4765.255859
	Iteration 72Q: 3 clusters Score -1759852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1759850.875000 Penalty: 4765.255859
	Iteration 73Q: 3 clusters Score -1759851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1759850.875000 Penalty: 4765.255859
	Iteration 74Q: 3 clusters Score -1759851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1759852.625000 Penalty: 4765.255859
	Iteration 75Q: 3 clusters Score -1759853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1759852.000000 Penalty: 4765.255859
	Iteration 76Q: 3 clusters Score -1759852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1759853.500000 Penalty: 4765.255859
	Iteration 77Q: 3 clusters Score -1759854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1759853.500000 Penalty: 4765.255859
	Iteration 78Q: 3 clusters Score -1759854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1759854.500000 Penalty: 4765.255859
	Iteration 79Q: 3 clusters Score -1759854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1759853.750000 Penalty: 4765.255859
	Iteration 80F: 3 clusters Score -1759854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1759853.500000 Penalty: 4765.255859
	Iteration 81Q: 3 clusters Score -1759854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1759853.500000 Penalty: 4765.255859
	Iteration 82F: 3 clusters Score -1759854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Entering Unmasked Estep 
Score: -1203130.250000 Penalty: 2309.105469
	Iteration 0F: 2 clusters Score -1203130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1194872.375000 Penalty: 4618.210938
	Iteration 0F: 3 clusters Score -1194872 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1197479.250000 Penalty: 4618.210938
	Iteration 1F: 3 clusters Score -1197479 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1197864.625000 Penalty: 4618.210938
	Iteration 2F: 3 clusters Score -1197865 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1198145.000000 Penalty: 4618.210938
	Iteration 3F: 3 clusters Score -1198145 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1198418.875000 Penalty: 4618.210938
	Iteration 4Q: 3 clusters Score -1198419 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1198707.000000 Penalty: 4618.210938
	Iteration 5Q: 3 clusters Score -1198707 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1198994.875000 Penalty: 4618.210938
	Iteration 6Q: 3 clusters Score -1198995 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1199275.250000 Penalty: 4618.210938
	Iteration 7Q: 3 clusters Score -1199275 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1199585.000000 Penalty: 4618.210938
	Iteration 8Q: 3 clusters Score -1199585 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1199933.750000 Penalty: 4618.210938
	Iteration 9Q: 3 clusters Score -1199934 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1200332.875000 Penalty: 4618.210938
	Iteration 10Q: 3 clusters Score -1200333 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1200734.750000 Penalty: 4618.210938
	Iteration 11Q: 3 clusters Score -1200735 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1201087.125000 Penalty: 4618.210938
	Iteration 12Q: 3 clusters Score -1201087 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1201370.250000 Penalty: 4618.210938
	Iteration 13Q: 3 clusters Score -1201370 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1201575.625000 Penalty: 4618.210938
	Iteration 14Q: 3 clusters Score -1201576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1201720.125000 Penalty: 4618.210938
	Iteration 15Q: 3 clusters Score -1201720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1201827.750000 Penalty: 4618.210938
	Iteration 16Q: 3 clusters Score -1201828 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1201918.625000 Penalty: 4618.210938
	Iteration 17Q: 3 clusters Score -1201919 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1201973.875000 Penalty: 4618.210938
	Iteration 18Q: 3 clusters Score -1201974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1202008.000000 Penalty: 4618.210938
	Iteration 19Q: 3 clusters Score -1202008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1202020.250000 Penalty: 4618.210938
	Iteration 20F: 3 clusters Score -1202020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1202033.750000 Penalty: 4618.210938
	Iteration 21Q: 3 clusters Score -1202034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1202047.000000 Penalty: 4618.210938
	Iteration 22Q: 3 clusters Score -1202047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1202063.625000 Penalty: 4618.210938
	Iteration 23Q: 3 clusters Score -1202064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1202077.875000 Penalty: 4618.210938
	Iteration 24Q: 3 clusters Score -1202078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1202086.000000 Penalty: 4618.210938
	Iteration 25Q: 3 clusters Score -1202086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1202091.500000 Penalty: 4618.210938
	Iteration 26Q: 3 clusters Score -1202092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1202101.000000 Penalty: 4618.210938
	Iteration 27Q: 3 clusters Score -1202101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1202103.500000 Penalty: 4618.210938
	Iteration 28Q: 3 clusters Score -1202104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1202108.250000 Penalty: 4618.210938
	Iteration 29Q: 3 clusters Score -1202108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1202110.875000 Penalty: 4618.210938
	Iteration 30Q: 3 clusters Score -1202111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1202117.625000 Penalty: 4618.210938
	Iteration 31Q: 3 clusters Score -1202118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1202119.125000 Penalty: 4618.210938
	Iteration 32Q: 3 clusters Score -1202119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1202120.000000 Penalty: 4618.210938
	Iteration 33Q: 3 clusters Score -1202120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1202119.625000 Penalty: 4618.210938
	Iteration 34Q: 3 clusters Score -1202120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1202118.125000 Penalty: 4618.210938
	Iteration 35Q: 3 clusters Score -1202118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1202118.125000 Penalty: 4618.210938
	Iteration 36F: 3 clusters Score -1202118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124718 members 
Entering Unmasked Estep 
Score: -14275410.000000 Penalty: 2909.984863
	Iteration 0F: 2 clusters Score -1.427541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -14192015.000000 Penalty: 5819.969727
	Iteration 0F: 3 clusters Score -1.419202e+07 nChanged 59479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -14226372.000000 Penalty: 5819.969727
	Iteration 1F: 3 clusters Score -1.422637e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -14227115.000000 Penalty: 5819.969727
	Iteration 2Q: 3 clusters Score -1.422712e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -14227847.000000 Penalty: 5819.969727
	Iteration 3Q: 3 clusters Score -1.422785e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -14228503.000000 Penalty: 5819.969727
	Iteration 4Q: 3 clusters Score -1.42285e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -14229350.000000 Penalty: 5819.969727
	Iteration 5Q: 3 clusters Score -1.422935e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67738 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -14230312.000000 Penalty: 5819.969727
	Iteration 6Q: 3 clusters Score -1.423031e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 54281 members 
Entering Unmasked Estep 
Score: -14231586.000000 Penalty: 5819.969727
	Iteration 7Q: 3 clusters Score -1.423159e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -14233653.000000 Penalty: 5819.969727
	Iteration 8Q: 3 clusters Score -1.423365e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -14236804.000000 Penalty: 5819.969727
	Iteration 9Q: 3 clusters Score -1.42368e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -14241682.000000 Penalty: 5819.969727
	Iteration 10F: 3 clusters Score -1.424168e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -14247726.000000 Penalty: 5819.969727
	Iteration 11F: 3 clusters Score -1.424773e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103415 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -14254350.000000 Penalty: 5819.969727
	Iteration 12F: 3 clusters Score -1.425435e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110717 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -14260574.000000 Penalty: 5819.969727
	Iteration 13F: 3 clusters Score -1.426057e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -14265583.000000 Penalty: 5819.969727
	Iteration 14Q: 3 clusters Score -1.426558e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120482 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -14269229.000000 Penalty: 5819.969727
	Iteration 15Q: 3 clusters Score -1.426923e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122721 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -14271199.000000 Penalty: 5819.969727
	Iteration 16Q: 3 clusters Score -1.42712e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14272124.000000 Penalty: 5819.969727
	Iteration 17Q: 3 clusters Score -1.427212e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124216 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -14272486.000000 Penalty: 5819.969727
	Iteration 18Q: 3 clusters Score -1.427249e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14272647.000000 Penalty: 5819.969727
	Iteration 19Q: 3 clusters Score -1.427265e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124412 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14272746.000000 Penalty: 5819.969727
	Iteration 20F: 3 clusters Score -1.427275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124433 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -14272792.000000 Penalty: 5819.969727
	Iteration 21Q: 3 clusters Score -1.427279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124447 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14272828.000000 Penalty: 5819.969727
	Iteration 22Q: 3 clusters Score -1.427283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124458 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14272865.000000 Penalty: 5819.969727
	Iteration 23Q: 3 clusters Score -1.427286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14272883.000000 Penalty: 5819.969727
	Iteration 24Q: 3 clusters Score -1.427288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124469 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14272883.000000 Penalty: 5819.969727
	Iteration 25Q: 3 clusters Score -1.427288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124470 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14272889.000000 Penalty: 5819.969727
	Iteration 26Q: 3 clusters Score -1.427289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14272888.000000 Penalty: 5819.969727
	Iteration 27Q: 3 clusters Score -1.427289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14272891.000000 Penalty: 5819.969727
	Iteration 28Q: 3 clusters Score -1.427289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14272891.000000 Penalty: 5819.969727
	Iteration 29F: 3 clusters Score -1.427289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Entering Unmasked Estep 
Score: -6902706.000000 Penalty: 2726.337158
	Iteration 0F: 2 clusters Score -6902706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -6862824.000000 Penalty: 5452.674316
	Iteration 0F: 3 clusters Score -6862824 nChanged 27568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -6878721.000000 Penalty: 5452.674316
	Iteration 1F: 3 clusters Score -6878721 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6880267.000000 Penalty: 5452.674316
	Iteration 2F: 3 clusters Score -6880267 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -6882563.500000 Penalty: 5452.674316
	Iteration 3F: 3 clusters Score -6882564 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -6885871.000000 Penalty: 5452.674316
	Iteration 4F: 3 clusters Score -6885871 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -6889622.000000 Penalty: 5452.674316
	Iteration 5F: 3 clusters Score -6889622 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -6892929.500000 Penalty: 5452.674316
	Iteration 6F: 3 clusters Score -6892930 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -6895355.000000 Penalty: 5452.674316
	Iteration 7F: 3 clusters Score -6895355 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -6897144.500000 Penalty: 5452.674316
	Iteration 8Q: 3 clusters Score -6897144 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -6898316.500000 Penalty: 5452.674316
	Iteration 9Q: 3 clusters Score -6898316 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -6899080.000000 Penalty: 5452.674316
	Iteration 10Q: 3 clusters Score -6899080 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -6899547.500000 Penalty: 5452.674316
	Iteration 11Q: 3 clusters Score -6899548 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -6899855.000000 Penalty: 5452.674316
	Iteration 12Q: 3 clusters Score -6899855 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -6900028.000000 Penalty: 5452.674316
	Iteration 13Q: 3 clusters Score -6900028 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -6900169.500000 Penalty: 5452.674316
	Iteration 14Q: 3 clusters Score -6900170 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -6900257.500000 Penalty: 5452.674316
	Iteration 15Q: 3 clusters Score -6900258 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -6900315.000000 Penalty: 5452.674316
	Iteration 16Q: 3 clusters Score -6900315 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -6900348.000000 Penalty: 5452.674316
	Iteration 17Q: 3 clusters Score -6900348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -6900387.500000 Penalty: 5452.674316
	Iteration 18Q: 3 clusters Score -6900388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 58507 members 
Entering Unmasked Estep 
Score: -6900413.000000 Penalty: 5452.674316
	Iteration 19Q: 3 clusters Score -6900413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -6900435.500000 Penalty: 5452.674316
	Iteration 20F: 3 clusters Score -6900436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -6900462.000000 Penalty: 5452.674316
	Iteration 21Q: 3 clusters Score -6900462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -6900473.500000 Penalty: 5452.674316
	Iteration 22Q: 3 clusters Score -6900474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -6900493.000000 Penalty: 5452.674316
	Iteration 23Q: 3 clusters Score -6900493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -6900500.000000 Penalty: 5452.674316
	Iteration 24Q: 3 clusters Score -6900500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -6900512.000000 Penalty: 5452.674316
	Iteration 25Q: 3 clusters Score -6900512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -6900521.500000 Penalty: 5452.674316
	Iteration 26Q: 3 clusters Score -6900522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -6900521.000000 Penalty: 5452.674316
	Iteration 27Q: 3 clusters Score -6900521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 58658 members 
Entering Unmasked Estep 
Score: -6900532.000000 Penalty: 5452.674316
	Iteration 28Q: 3 clusters Score -6900532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -6900534.000000 Penalty: 5452.674316
	Iteration 29Q: 3 clusters Score -6900534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -6900541.500000 Penalty: 5452.674316
	Iteration 30Q: 3 clusters Score -6900542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -6900538.000000 Penalty: 5452.674316
	Iteration 31Q: 3 clusters Score -6900538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -6900546.000000 Penalty: 5452.674316
	Iteration 32Q: 3 clusters Score -6900546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -6900545.500000 Penalty: 5452.674316
	Iteration 33Q: 3 clusters Score -6900546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -6900540.000000 Penalty: 5452.674316
	Iteration 34Q: 3 clusters Score -6900540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -6900542.000000 Penalty: 5452.674316
	Iteration 35Q: 3 clusters Score -6900542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -6900543.000000 Penalty: 5452.674316
	Iteration 36Q: 3 clusters Score -6900543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -6900543.000000 Penalty: 5452.674316
	Iteration 37F: 3 clusters Score -6900543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Entering Unmasked Estep 
Score: -6820869.500000 Penalty: 2722.267334
	Iteration 0F: 2 clusters Score -6820870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -6781439.000000 Penalty: 5444.534668
	Iteration 0F: 3 clusters Score -6781439 nChanged 27104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -6796613.500000 Penalty: 5444.534668
	Iteration 1F: 3 clusters Score -6796614 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -6797704.500000 Penalty: 5444.534668
	Iteration 2Q: 3 clusters Score -6797704 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6799280.000000 Penalty: 5444.534668
	Iteration 3F: 3 clusters Score -6799280 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -6801900.500000 Penalty: 5444.534668
	Iteration 4F: 3 clusters Score -6801900 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -6805679.500000 Penalty: 5444.534668
	Iteration 5F: 3 clusters Score -6805680 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -6810041.000000 Penalty: 5444.534668
	Iteration 6F: 3 clusters Score -6810041 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -6813734.500000 Penalty: 5444.534668
	Iteration 7F: 3 clusters Score -6813734 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -6816076.500000 Penalty: 5444.534668
	Iteration 8Q: 3 clusters Score -6816076 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6817308.000000 Penalty: 5444.534668
	Iteration 9Q: 3 clusters Score -6817308 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6817851.500000 Penalty: 5444.534668
	Iteration 10Q: 3 clusters Score -6817852 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6818163.000000 Penalty: 5444.534668
	Iteration 11Q: 3 clusters Score -6818163 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6818268.000000 Penalty: 5444.534668
	Iteration 12Q: 3 clusters Score -6818268 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6818328.500000 Penalty: 5444.534668
	Iteration 13Q: 3 clusters Score -6818328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6818354.500000 Penalty: 5444.534668
	Iteration 14Q: 3 clusters Score -6818354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6818396.000000 Penalty: 5444.534668
	Iteration 15Q: 3 clusters Score -6818396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6818423.500000 Penalty: 5444.534668
	Iteration 16Q: 3 clusters Score -6818424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6818440.500000 Penalty: 5444.534668
	Iteration 17Q: 3 clusters Score -6818440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6818460.500000 Penalty: 5444.534668
	Iteration 18Q: 3 clusters Score -6818460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58183 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6818464.500000 Penalty: 5444.534668
	Iteration 19Q: 3 clusters Score -6818464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6818464.500000 Penalty: 5444.534668
	Iteration 20F: 3 clusters Score -6818464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6818469.500000 Penalty: 5444.534668
	Iteration 21Q: 3 clusters Score -6818470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6818478.000000 Penalty: 5444.534668
	Iteration 22Q: 3 clusters Score -6818478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6818483.500000 Penalty: 5444.534668
	Iteration 23Q: 3 clusters Score -6818484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6818485.000000 Penalty: 5444.534668
	Iteration 24Q: 3 clusters Score -6818485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6818485.000000 Penalty: 5444.534668
	Iteration 25Q: 3 clusters Score -6818485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6818485.000000 Penalty: 5444.534668
	Iteration 26Q: 3 clusters Score -6818485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6818495.000000 Penalty: 5444.534668
	Iteration 27Q: 3 clusters Score -6818495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6818496.500000 Penalty: 5444.534668
	Iteration 28Q: 3 clusters Score -6818496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6818504.000000 Penalty: 5444.534668
	Iteration 29Q: 3 clusters Score -6818504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58204 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6818510.500000 Penalty: 5444.534668
	Iteration 30Q: 3 clusters Score -6818510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6818509.500000 Penalty: 5444.534668
	Iteration 31Q: 3 clusters Score -6818510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6818509.500000 Penalty: 5444.534668
	Iteration 32F: 3 clusters Score -6818510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -648848.750000 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -648848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -643811.875000 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -643811.9 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -645183.562500 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -645183.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -645548.375000 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -645548.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -645917.000000 Penalty: 4306.875000
	Iteration 3F: 3 clusters Score -645917 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -646273.750000 Penalty: 4306.875000
	Iteration 4F: 3 clusters Score -646273.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -646628.062500 Penalty: 4306.875000
	Iteration 5F: 3 clusters Score -646628.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -647006.750000 Penalty: 4306.875000
	Iteration 6F: 3 clusters Score -647006.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -647361.500000 Penalty: 4306.875000
	Iteration 7F: 3 clusters Score -647361.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -647606.687500 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -647606.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -647758.312500 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -647758.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -647851.375000 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -647851.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -647914.812500 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -647914.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -647963.687500 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -647963.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -648000.750000 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -648000.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -648036.687500 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -648036.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -648074.937500 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -648074.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -648127.625000 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -648127.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -648171.062500 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -648171.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -648217.375000 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -648217.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -648253.687500 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -648253.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -648275.812500 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -648275.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -648295.687500 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -648295.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -648315.687500 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -648315.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -648334.250000 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -648334.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -648351.750000 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -648351.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -648363.750000 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -648363.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -648371.812500 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -648371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -648378.500000 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -648378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -648382.000000 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -648382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -648383.937500 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -648383.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -648384.625000 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -648384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -648385.500000 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -648385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -648385.500000 Penalty: 4306.875000
	Iteration 32F: 3 clusters Score -648385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Entering Unmasked Estep 
Score: -746184.625000 Penalty: 2193.752930
	Iteration 0F: 2 clusters Score -746184.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -740437.437500 Penalty: 4387.505859
	Iteration 0F: 3 clusters Score -740437.4 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -742016.937500 Penalty: 4387.505859
	Iteration 1F: 3 clusters Score -742016.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -742333.125000 Penalty: 4387.505859
	Iteration 2F: 3 clusters Score -742333.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -742613.562500 Penalty: 4387.505859
	Iteration 3F: 3 clusters Score -742613.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -742914.187500 Penalty: 4387.505859
	Iteration 4F: 3 clusters Score -742914.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -743247.500000 Penalty: 4387.505859
	Iteration 5F: 3 clusters Score -743247.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -743590.000000 Penalty: 4387.505859
	Iteration 6F: 3 clusters Score -743590 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -743954.812500 Penalty: 4387.505859
	Iteration 7F: 3 clusters Score -743954.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -744231.937500 Penalty: 4387.505859
	Iteration 8Q: 3 clusters Score -744231.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -744414.312500 Penalty: 4387.505859
	Iteration 9Q: 3 clusters Score -744414.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -744539.500000 Penalty: 4387.505859
	Iteration 10Q: 3 clusters Score -744539.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -744614.062500 Penalty: 4387.505859
	Iteration 11Q: 3 clusters Score -744614.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -744670.125000 Penalty: 4387.505859
	Iteration 12Q: 3 clusters Score -744670.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -744714.250000 Penalty: 4387.505859
	Iteration 13Q: 3 clusters Score -744714.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -744752.125000 Penalty: 4387.505859
	Iteration 14Q: 3 clusters Score -744752.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -744774.000000 Penalty: 4387.505859
	Iteration 15Q: 3 clusters Score -744774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -744799.250000 Penalty: 4387.505859
	Iteration 16Q: 3 clusters Score -744799.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -744816.375000 Penalty: 4387.505859
	Iteration 17Q: 3 clusters Score -744816.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -744838.375000 Penalty: 4387.505859
	Iteration 18Q: 3 clusters Score -744838.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -744858.750000 Penalty: 4387.505859
	Iteration 19Q: 3 clusters Score -744858.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -744878.750000 Penalty: 4387.505859
	Iteration 20F: 3 clusters Score -744878.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -744896.937500 Penalty: 4387.505859
	Iteration 21Q: 3 clusters Score -744896.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -744916.250000 Penalty: 4387.505859
	Iteration 22Q: 3 clusters Score -744916.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -744933.312500 Penalty: 4387.505859
	Iteration 23Q: 3 clusters Score -744933.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -744958.750000 Penalty: 4387.505859
	Iteration 24Q: 3 clusters Score -744958.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -744981.562500 Penalty: 4387.505859
	Iteration 25Q: 3 clusters Score -744981.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -745012.062500 Penalty: 4387.505859
	Iteration 26Q: 3 clusters Score -745012.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -745038.250000 Penalty: 4387.505859
	Iteration 27Q: 3 clusters Score -745038.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -745060.937500 Penalty: 4387.505859
	Iteration 28Q: 3 clusters Score -745060.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -745085.125000 Penalty: 4387.505859
	Iteration 29Q: 3 clusters Score -745085.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -745102.250000 Penalty: 4387.505859
	Iteration 30Q: 3 clusters Score -745102.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -745116.312500 Penalty: 4387.505859
	Iteration 31Q: 3 clusters Score -745116.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -745133.187500 Penalty: 4387.505859
	Iteration 32Q: 3 clusters Score -745133.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -745147.000000 Penalty: 4387.505859
	Iteration 33Q: 3 clusters Score -745147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -745157.125000 Penalty: 4387.505859
	Iteration 34Q: 3 clusters Score -745157.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -745166.562500 Penalty: 4387.505859
	Iteration 35Q: 3 clusters Score -745166.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -745172.625000 Penalty: 4387.505859
	Iteration 36Q: 3 clusters Score -745172.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -745178.437500 Penalty: 4387.505859
	Iteration 37Q: 3 clusters Score -745178.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -745183.437500 Penalty: 4387.505859
	Iteration 38Q: 3 clusters Score -745183.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -745188.125000 Penalty: 4387.505859
	Iteration 39Q: 3 clusters Score -745188.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -745190.312500 Penalty: 4387.505859
	Iteration 40F: 3 clusters Score -745190.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -745191.375000 Penalty: 4387.505859
	Iteration 41Q: 3 clusters Score -745191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -745192.125000 Penalty: 4387.505859
	Iteration 42Q: 3 clusters Score -745192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -745194.625000 Penalty: 4387.505859
	Iteration 43Q: 3 clusters Score -745194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -745194.125000 Penalty: 4387.505859
	Iteration 44Q: 3 clusters Score -745194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -745194.562500 Penalty: 4387.505859
	Iteration 45Q: 3 clusters Score -745194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -745196.562500 Penalty: 4387.505859
	Iteration 46Q: 3 clusters Score -745196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -745198.375000 Penalty: 4387.505859
	Iteration 47Q: 3 clusters Score -745198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -745199.062500 Penalty: 4387.505859
	Iteration 48Q: 3 clusters Score -745199.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -745199.375000 Penalty: 4387.505859
	Iteration 49Q: 3 clusters Score -745199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -745198.562500 Penalty: 4387.505859
	Iteration 50Q: 3 clusters Score -745198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -745199.000000 Penalty: 4387.505859
	Iteration 51Q: 3 clusters Score -745199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -745199.187500 Penalty: 4387.505859
	Iteration 52Q: 3 clusters Score -745199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -745200.375000 Penalty: 4387.505859
	Iteration 53Q: 3 clusters Score -745200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -745201.750000 Penalty: 4387.505859
	Iteration 54Q: 3 clusters Score -745201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -745203.062500 Penalty: 4387.505859
	Iteration 55Q: 3 clusters Score -745203.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -745204.750000 Penalty: 4387.505859
	Iteration 56Q: 3 clusters Score -745204.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -745205.625000 Penalty: 4387.505859
	Iteration 57Q: 3 clusters Score -745205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -745205.750000 Penalty: 4387.505859
	Iteration 58Q: 3 clusters Score -745205.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -745206.562500 Penalty: 4387.505859
	Iteration 59Q: 3 clusters Score -745206.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -745210.125000 Penalty: 4387.505859
	Iteration 60F: 3 clusters Score -745210.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -745210.812500 Penalty: 4387.505859
	Iteration 61Q: 3 clusters Score -745210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -745212.062500 Penalty: 4387.505859
	Iteration 62Q: 3 clusters Score -745212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -745211.375000 Penalty: 4387.505859
	Iteration 63Q: 3 clusters Score -745211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -745213.625000 Penalty: 4387.505859
	Iteration 64Q: 3 clusters Score -745213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -745214.562500 Penalty: 4387.505859
	Iteration 65Q: 3 clusters Score -745214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -745215.875000 Penalty: 4387.505859
	Iteration 66Q: 3 clusters Score -745215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -745216.375000 Penalty: 4387.505859
	Iteration 67Q: 3 clusters Score -745216.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -745216.375000 Penalty: 4387.505859
	Iteration 68F: 3 clusters Score -745216.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Entering Unmasked Estep 
Score: -1377686.750000 Penalty: 2330.287842
	Iteration 0F: 2 clusters Score -1377687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1368718.000000 Penalty: 4660.575684
	Iteration 0F: 3 clusters Score -1368718 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1371354.250000 Penalty: 4660.575684
	Iteration 1F: 3 clusters Score -1371354 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1371660.875000 Penalty: 4660.575684
	Iteration 2F: 3 clusters Score -1371661 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1371945.750000 Penalty: 4660.575684
	Iteration 3Q: 3 clusters Score -1371946 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1372249.750000 Penalty: 4660.575684
	Iteration 4Q: 3 clusters Score -1372250 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1372663.875000 Penalty: 4660.575684
	Iteration 5Q: 3 clusters Score -1372664 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1373218.875000 Penalty: 4660.575684
	Iteration 6F: 3 clusters Score -1373219 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1373869.875000 Penalty: 4660.575684
	Iteration 7F: 3 clusters Score -1373870 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1374497.750000 Penalty: 4660.575684
	Iteration 8F: 3 clusters Score -1374498 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1375119.375000 Penalty: 4660.575684
	Iteration 9F: 3 clusters Score -1375119 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1375589.000000 Penalty: 4660.575684
	Iteration 10Q: 3 clusters Score -1375589 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1375939.000000 Penalty: 4660.575684
	Iteration 11Q: 3 clusters Score -1375939 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1376140.875000 Penalty: 4660.575684
	Iteration 12Q: 3 clusters Score -1376141 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1376266.625000 Penalty: 4660.575684
	Iteration 13Q: 3 clusters Score -1376267 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1376353.250000 Penalty: 4660.575684
	Iteration 14Q: 3 clusters Score -1376353 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1376416.750000 Penalty: 4660.575684
	Iteration 15Q: 3 clusters Score -1376417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1376453.625000 Penalty: 4660.575684
	Iteration 16Q: 3 clusters Score -1376454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1376510.625000 Penalty: 4660.575684
	Iteration 17Q: 3 clusters Score -1376511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1376566.000000 Penalty: 4660.575684
	Iteration 18Q: 3 clusters Score -1376566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1376609.125000 Penalty: 4660.575684
	Iteration 19Q: 3 clusters Score -1376609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1376624.375000 Penalty: 4660.575684
	Iteration 20F: 3 clusters Score -1376624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1376631.375000 Penalty: 4660.575684
	Iteration 21Q: 3 clusters Score -1376631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1376633.625000 Penalty: 4660.575684
	Iteration 22Q: 3 clusters Score -1376634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1376640.250000 Penalty: 4660.575684
	Iteration 23Q: 3 clusters Score -1376640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1376643.500000 Penalty: 4660.575684
	Iteration 24Q: 3 clusters Score -1376644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1376644.125000 Penalty: 4660.575684
	Iteration 25Q: 3 clusters Score -1376644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1376645.875000 Penalty: 4660.575684
	Iteration 26Q: 3 clusters Score -1376646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1376647.875000 Penalty: 4660.575684
	Iteration 27Q: 3 clusters Score -1376648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1376647.250000 Penalty: 4660.575684
	Iteration 28Q: 3 clusters Score -1376647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1376645.250000 Penalty: 4660.575684
	Iteration 29Q: 3 clusters Score -1376645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1376647.875000 Penalty: 4660.575684
	Iteration 30Q: 3 clusters Score -1376648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1376651.500000 Penalty: 4660.575684
	Iteration 31Q: 3 clusters Score -1376652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1376651.500000 Penalty: 4660.575684
	Iteration 32Q: 3 clusters Score -1376652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1376651.875000 Penalty: 4660.575684
	Iteration 33Q: 3 clusters Score -1376652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1376653.750000 Penalty: 4660.575684
	Iteration 34Q: 3 clusters Score -1376654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1376652.750000 Penalty: 4660.575684
	Iteration 35Q: 3 clusters Score -1376653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1376653.750000 Penalty: 4660.575684
	Iteration 36Q: 3 clusters Score -1376654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1376654.500000 Penalty: 4660.575684
	Iteration 37Q: 3 clusters Score -1376654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1376654.375000 Penalty: 4660.575684
	Iteration 38Q: 3 clusters Score -1376654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1376654.375000 Penalty: 4660.575684
	Iteration 39F: 3 clusters Score -1376654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Entering Unmasked Estep 
Score: -3348356.500000 Penalty: 2542.012695
	Iteration 0F: 2 clusters Score -3348356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3328937.500000 Penalty: 5084.025391
	Iteration 0F: 3 clusters Score -3328938 nChanged 12801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -3335877.250000 Penalty: 5084.025391
	Iteration 1F: 3 clusters Score -3335877 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3336468.750000 Penalty: 5084.025391
	Iteration 2F: 3 clusters Score -3336469 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3337145.250000 Penalty: 5084.025391
	Iteration 3F: 3 clusters Score -3337145 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -3337945.000000 Penalty: 5084.025391
	Iteration 4F: 3 clusters Score -3337945 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -3338979.250000 Penalty: 5084.025391
	Iteration 5F: 3 clusters Score -3338979 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3340124.750000 Penalty: 5084.025391
	Iteration 6F: 3 clusters Score -3340125 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3341310.500000 Penalty: 5084.025391
	Iteration 7F: 3 clusters Score -3341310 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3342370.000000 Penalty: 5084.025391
	Iteration 8F: 3 clusters Score -3342370 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3343252.250000 Penalty: 5084.025391
	Iteration 9Q: 3 clusters Score -3343252 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3343961.500000 Penalty: 5084.025391
	Iteration 10Q: 3 clusters Score -3343962 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3344461.750000 Penalty: 5084.025391
	Iteration 11Q: 3 clusters Score -3344462 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3344825.750000 Penalty: 5084.025391
	Iteration 12Q: 3 clusters Score -3344826 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3345084.000000 Penalty: 5084.025391
	Iteration 13Q: 3 clusters Score -3345084 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -3345306.500000 Penalty: 5084.025391
	Iteration 14Q: 3 clusters Score -3345306 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3345499.750000 Penalty: 5084.025391
	Iteration 15Q: 3 clusters Score -3345500 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3345652.250000 Penalty: 5084.025391
	Iteration 16Q: 3 clusters Score -3345652 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3345775.750000 Penalty: 5084.025391
	Iteration 17Q: 3 clusters Score -3345776 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3345896.500000 Penalty: 5084.025391
	Iteration 18Q: 3 clusters Score -3345896 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3346003.250000 Penalty: 5084.025391
	Iteration 19Q: 3 clusters Score -3346003 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3346088.500000 Penalty: 5084.025391
	Iteration 20F: 3 clusters Score -3346088 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3346148.000000 Penalty: 5084.025391
	Iteration 21Q: 3 clusters Score -3346148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -3346194.750000 Penalty: 5084.025391
	Iteration 22Q: 3 clusters Score -3346195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3346238.500000 Penalty: 5084.025391
	Iteration 23Q: 3 clusters Score -3346238 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3346257.500000 Penalty: 5084.025391
	Iteration 24Q: 3 clusters Score -3346258 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -3346291.250000 Penalty: 5084.025391
	Iteration 25Q: 3 clusters Score -3346291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3346310.000000 Penalty: 5084.025391
	Iteration 26Q: 3 clusters Score -3346310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3346338.750000 Penalty: 5084.025391
	Iteration 27Q: 3 clusters Score -3346339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3346367.500000 Penalty: 5084.025391
	Iteration 28Q: 3 clusters Score -3346368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3346375.250000 Penalty: 5084.025391
	Iteration 29Q: 3 clusters Score -3346375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3346393.250000 Penalty: 5084.025391
	Iteration 30Q: 3 clusters Score -3346393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3346404.500000 Penalty: 5084.025391
	Iteration 31Q: 3 clusters Score -3346404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3346420.250000 Penalty: 5084.025391
	Iteration 32Q: 3 clusters Score -3346420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3346427.250000 Penalty: 5084.025391
	Iteration 33Q: 3 clusters Score -3346427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3346438.750000 Penalty: 5084.025391
	Iteration 34Q: 3 clusters Score -3346439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3346455.750000 Penalty: 5084.025391
	Iteration 35Q: 3 clusters Score -3346456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -3346459.250000 Penalty: 5084.025391
	Iteration 36Q: 3 clusters Score -3346459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3346466.000000 Penalty: 5084.025391
	Iteration 37Q: 3 clusters Score -3346466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3346465.750000 Penalty: 5084.025391
	Iteration 38Q: 3 clusters Score -3346466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3346472.000000 Penalty: 5084.025391
	Iteration 39Q: 3 clusters Score -3346472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -3346480.000000 Penalty: 5084.025391
	Iteration 40F: 3 clusters Score -3346480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3346489.000000 Penalty: 5084.025391
	Iteration 41Q: 3 clusters Score -3346489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3346497.000000 Penalty: 5084.025391
	Iteration 42Q: 3 clusters Score -3346497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -3346506.750000 Penalty: 5084.025391
	Iteration 43Q: 3 clusters Score -3346507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3346509.750000 Penalty: 5084.025391
	Iteration 44Q: 3 clusters Score -3346510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3346514.250000 Penalty: 5084.025391
	Iteration 45Q: 3 clusters Score -3346514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -3346518.250000 Penalty: 5084.025391
	Iteration 46Q: 3 clusters Score -3346518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3346525.750000 Penalty: 5084.025391
	Iteration 47Q: 3 clusters Score -3346526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3346519.500000 Penalty: 5084.025391
	Iteration 48Q: 3 clusters Score -3346520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -3346520.000000 Penalty: 5084.025391
	Iteration 49Q: 3 clusters Score -3346520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -3346522.250000 Penalty: 5084.025391
	Iteration 50Q: 3 clusters Score -3346522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3346526.750000 Penalty: 5084.025391
	Iteration 51Q: 3 clusters Score -3346527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3346528.250000 Penalty: 5084.025391
	Iteration 52Q: 3 clusters Score -3346528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3346533.750000 Penalty: 5084.025391
	Iteration 53Q: 3 clusters Score -3346534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3346538.250000 Penalty: 5084.025391
	Iteration 54Q: 3 clusters Score -3346538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3346543.750000 Penalty: 5084.025391
	Iteration 55Q: 3 clusters Score -3346544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3346544.750000 Penalty: 5084.025391
	Iteration 56Q: 3 clusters Score -3346545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3346542.000000 Penalty: 5084.025391
	Iteration 57Q: 3 clusters Score -3346542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3346546.250000 Penalty: 5084.025391
	Iteration 58Q: 3 clusters Score -3346546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -3346546.750000 Penalty: 5084.025391
	Iteration 59Q: 3 clusters Score -3346547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3346546.750000 Penalty: 5084.025391
	Iteration 60F: 3 clusters Score -3346547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3346543.250000 Penalty: 5084.025391
	Iteration 61Q: 3 clusters Score -3346543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3346543.500000 Penalty: 5084.025391
	Iteration 62Q: 3 clusters Score -3346544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -3346553.500000 Penalty: 5084.025391
	Iteration 63Q: 3 clusters Score -3346554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3346558.500000 Penalty: 5084.025391
	Iteration 64Q: 3 clusters Score -3346558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3346554.500000 Penalty: 5084.025391
	Iteration 65Q: 3 clusters Score -3346554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3346554.750000 Penalty: 5084.025391
	Iteration 66Q: 3 clusters Score -3346555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3346559.500000 Penalty: 5084.025391
	Iteration 67Q: 3 clusters Score -3346560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3346556.000000 Penalty: 5084.025391
	Iteration 68Q: 3 clusters Score -3346556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3346560.750000 Penalty: 5084.025391
	Iteration 69Q: 3 clusters Score -3346561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3346559.500000 Penalty: 5084.025391
	Iteration 70Q: 3 clusters Score -3346560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3346559.750000 Penalty: 5084.025391
	Iteration 71Q: 3 clusters Score -3346560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3346559.750000 Penalty: 5084.025391
	Iteration 72F: 3 clusters Score -3346560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Entering Unmasked Estep 
Score: -2082917.625000 Penalty: 2431.405518
	Iteration 0F: 2 clusters Score -2082918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2069980.375000 Penalty: 4862.811035
	Iteration 0F: 3 clusters Score -2069980 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2074326.250000 Penalty: 4862.811035
	Iteration 1F: 3 clusters Score -2074326 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2074809.750000 Penalty: 4862.811035
	Iteration 2F: 3 clusters Score -2074810 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2075343.875000 Penalty: 4862.811035
	Iteration 3F: 3 clusters Score -2075344 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2075963.250000 Penalty: 4862.811035
	Iteration 4F: 3 clusters Score -2075963 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2076693.750000 Penalty: 4862.811035
	Iteration 5F: 3 clusters Score -2076694 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2077508.625000 Penalty: 4862.811035
	Iteration 6F: 3 clusters Score -2077509 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2078380.250000 Penalty: 4862.811035
	Iteration 7F: 3 clusters Score -2078380 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2079166.125000 Penalty: 4862.811035
	Iteration 8F: 3 clusters Score -2079166 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2079785.375000 Penalty: 4862.811035
	Iteration 9Q: 3 clusters Score -2079785 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2080210.250000 Penalty: 4862.811035
	Iteration 10Q: 3 clusters Score -2080210 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2080481.750000 Penalty: 4862.811035
	Iteration 11Q: 3 clusters Score -2080482 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2080626.500000 Penalty: 4862.811035
	Iteration 12Q: 3 clusters Score -2080626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2080724.750000 Penalty: 4862.811035
	Iteration 13Q: 3 clusters Score -2080725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2080791.750000 Penalty: 4862.811035
	Iteration 14Q: 3 clusters Score -2080792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2080825.875000 Penalty: 4862.811035
	Iteration 15Q: 3 clusters Score -2080826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2080841.375000 Penalty: 4862.811035
	Iteration 16Q: 3 clusters Score -2080841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2080855.500000 Penalty: 4862.811035
	Iteration 17Q: 3 clusters Score -2080856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2080864.375000 Penalty: 4862.811035
	Iteration 18Q: 3 clusters Score -2080864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2080877.125000 Penalty: 4862.811035
	Iteration 19Q: 3 clusters Score -2080877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2080881.000000 Penalty: 4862.811035
	Iteration 20F: 3 clusters Score -2080881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2080881.375000 Penalty: 4862.811035
	Iteration 21Q: 3 clusters Score -2080881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2080886.500000 Penalty: 4862.811035
	Iteration 22Q: 3 clusters Score -2080886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2080893.500000 Penalty: 4862.811035
	Iteration 23Q: 3 clusters Score -2080894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2080902.000000 Penalty: 4862.811035
	Iteration 24Q: 3 clusters Score -2080902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2080906.000000 Penalty: 4862.811035
	Iteration 25Q: 3 clusters Score -2080906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2080906.000000 Penalty: 4862.811035
	Iteration 26Q: 3 clusters Score -2080906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2080911.375000 Penalty: 4862.811035
	Iteration 27Q: 3 clusters Score -2080911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2080909.375000 Penalty: 4862.811035
	Iteration 28Q: 3 clusters Score -2080909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2080913.375000 Penalty: 4862.811035
	Iteration 29Q: 3 clusters Score -2080913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2080912.375000 Penalty: 4862.811035
	Iteration 30Q: 3 clusters Score -2080912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2080912.750000 Penalty: 4862.811035
	Iteration 31Q: 3 clusters Score -2080913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2080912.750000 Penalty: 4862.811035
	Iteration 32F: 3 clusters Score -2080913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Entering Unmasked Estep 
Score: -838123.750000 Penalty: 2215.548828
	Iteration 0F: 2 clusters Score -838123.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -831964.687500 Penalty: 4431.097656
	Iteration 0F: 3 clusters Score -831964.7 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -833637.437500 Penalty: 4431.097656
	Iteration 1F: 3 clusters Score -833637.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -833979.250000 Penalty: 4431.097656
	Iteration 2F: 3 clusters Score -833979.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -834233.375000 Penalty: 4431.097656
	Iteration 3F: 3 clusters Score -834233.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -834445.437500 Penalty: 4431.097656
	Iteration 4Q: 3 clusters Score -834445.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -834656.812500 Penalty: 4431.097656
	Iteration 5Q: 3 clusters Score -834656.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -834918.875000 Penalty: 4431.097656
	Iteration 6Q: 3 clusters Score -834918.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -835248.312500 Penalty: 4431.097656
	Iteration 7F: 3 clusters Score -835248.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -835567.750000 Penalty: 4431.097656
	Iteration 8F: 3 clusters Score -835567.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -835848.375000 Penalty: 4431.097656
	Iteration 9F: 3 clusters Score -835848.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -836073.375000 Penalty: 4431.097656
	Iteration 10Q: 3 clusters Score -836073.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -836235.125000 Penalty: 4431.097656
	Iteration 11Q: 3 clusters Score -836235.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -836383.562500 Penalty: 4431.097656
	Iteration 12Q: 3 clusters Score -836383.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -836531.750000 Penalty: 4431.097656
	Iteration 13Q: 3 clusters Score -836531.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -836676.750000 Penalty: 4431.097656
	Iteration 14Q: 3 clusters Score -836676.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -836764.437500 Penalty: 4431.097656
	Iteration 15Q: 3 clusters Score -836764.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -836808.125000 Penalty: 4431.097656
	Iteration 16Q: 3 clusters Score -836808.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -836834.062500 Penalty: 4431.097656
	Iteration 17Q: 3 clusters Score -836834.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -836853.312500 Penalty: 4431.097656
	Iteration 18Q: 3 clusters Score -836853.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -836866.750000 Penalty: 4431.097656
	Iteration 19Q: 3 clusters Score -836866.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -836875.437500 Penalty: 4431.097656
	Iteration 20F: 3 clusters Score -836875.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -836884.062500 Penalty: 4431.097656
	Iteration 21Q: 3 clusters Score -836884.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -836889.375000 Penalty: 4431.097656
	Iteration 22Q: 3 clusters Score -836889.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -836895.250000 Penalty: 4431.097656
	Iteration 23Q: 3 clusters Score -836895.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -836900.250000 Penalty: 4431.097656
	Iteration 24Q: 3 clusters Score -836900.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -836905.687500 Penalty: 4431.097656
	Iteration 25Q: 3 clusters Score -836905.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -836910.437500 Penalty: 4431.097656
	Iteration 26Q: 3 clusters Score -836910.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -836913.125000 Penalty: 4431.097656
	Iteration 27Q: 3 clusters Score -836913.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -836911.812500 Penalty: 4431.097656
	Iteration 28Q: 3 clusters Score -836911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -836913.687500 Penalty: 4431.097656
	Iteration 29Q: 3 clusters Score -836913.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -836912.500000 Penalty: 4431.097656
	Iteration 30Q: 3 clusters Score -836912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -836915.687500 Penalty: 4431.097656
	Iteration 31Q: 3 clusters Score -836915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -836916.062500 Penalty: 4431.097656
	Iteration 32Q: 3 clusters Score -836916.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -836916.062500 Penalty: 4431.097656
	Iteration 33F: 3 clusters Score -836916.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (257298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257298 members 
Entering Unmasked Estep 
Score: -29934702.000000 Penalty: 3089.581787
	Iteration 0F: 2 clusters Score -2.99347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128861 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -29784668.000000 Penalty: 6179.163574
	Iteration 0F: 3 clusters Score -2.978467e+07 nChanged 124314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135287 members 
Mstep: Class 2 contains 122011 members 
Entering Unmasked Estep 
Score: -29858274.000000 Penalty: 6179.163574
	Iteration 1F: 3 clusters Score -2.985827e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139731 members 
Mstep: Class 2 contains 117567 members 
Entering Unmasked Estep 
Score: -29860652.000000 Penalty: 6179.163574
	Iteration 2Q: 3 clusters Score -2.986065e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146863 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -29864468.000000 Penalty: 6179.163574
	Iteration 3Q: 3 clusters Score -2.986447e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Mstep: Class 2 contains 99737 members 
Entering Unmasked Estep 
Score: -29870554.000000 Penalty: 6179.163574
	Iteration 4F: 3 clusters Score -2.987055e+07 nChanged 16949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -29879052.000000 Penalty: 6179.163574
	Iteration 5F: 3 clusters Score -2.987905e+07 nChanged 20045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190497 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -29888742.000000 Penalty: 6179.163574
	Iteration 6F: 3 clusters Score -2.988874e+07 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209515 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -29898788.000000 Penalty: 6179.163574
	Iteration 7F: 3 clusters Score -2.989879e+07 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226342 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -29908474.000000 Penalty: 6179.163574
	Iteration 8F: 3 clusters Score -2.990847e+07 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239365 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -29917332.000000 Penalty: 6179.163574
	Iteration 9F: 3 clusters Score -2.991733e+07 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248147 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -29924590.000000 Penalty: 6179.163574
	Iteration 10Q: 3 clusters Score -2.992459e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253124 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -29928596.000000 Penalty: 6179.163574
	Iteration 11Q: 3 clusters Score -2.99286e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255360 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -29930354.000000 Penalty: 6179.163574
	Iteration 12Q: 3 clusters Score -2.993035e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256278 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -29931286.000000 Penalty: 6179.163574
	Iteration 13Q: 3 clusters Score -2.993129e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256639 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -29931658.000000 Penalty: 6179.163574
	Iteration 14Q: 3 clusters Score -2.993166e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256757 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -29931806.000000 Penalty: 6179.163574
	Iteration 15Q: 3 clusters Score -2.993181e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256812 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -29931944.000000 Penalty: 6179.163574
	Iteration 16Q: 3 clusters Score -2.993194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256847 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29932036.000000 Penalty: 6179.163574
	Iteration 17Q: 3 clusters Score -2.993204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256870 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -29932094.000000 Penalty: 6179.163574
	Iteration 18Q: 3 clusters Score -2.993209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256881 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -29932088.000000 Penalty: 6179.163574
	Iteration 19Q: 3 clusters Score -2.993209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256895 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29932112.000000 Penalty: 6179.163574
	Iteration 20F: 3 clusters Score -2.993211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256901 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -29932124.000000 Penalty: 6179.163574
	Iteration 21Q: 3 clusters Score -2.993212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256910 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29932138.000000 Penalty: 6179.163574
	Iteration 22Q: 3 clusters Score -2.993214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256910 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -29932142.000000 Penalty: 6179.163574
	Iteration 23Q: 3 clusters Score -2.993214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256914 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29932144.000000 Penalty: 6179.163574
	Iteration 24Q: 3 clusters Score -2.993214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256916 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29932142.000000 Penalty: 6179.163574
	Iteration 25Q: 3 clusters Score -2.993214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256919 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29932140.000000 Penalty: 6179.163574
	Iteration 26Q: 3 clusters Score -2.993214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256921 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29932138.000000 Penalty: 6179.163574
	Iteration 27Q: 3 clusters Score -2.993214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256919 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29932148.000000 Penalty: 6179.163574
	Iteration 28Q: 3 clusters Score -2.993215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256918 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29932150.000000 Penalty: 6179.163574
	Iteration 29Q: 3 clusters Score -2.993215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256918 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -29932150.000000 Penalty: 6179.163574
	Iteration 30F: 3 clusters Score -2.993215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (275353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275353 members 
Entering Unmasked Estep 
Score: -32080210.000000 Penalty: 3106.400635
	Iteration 0F: 2 clusters Score -3.208021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137931 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -31915886.000000 Penalty: 6212.801270
	Iteration 0F: 3 clusters Score -3.191589e+07 nChanged 132944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 130614 members 
Entering Unmasked Estep 
Score: -31994500.000000 Penalty: 6212.801270
	Iteration 1F: 3 clusters Score -3.19945e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 125282 members 
Entering Unmasked Estep 
Score: -31997000.000000 Penalty: 6212.801270
	Iteration 2Q: 3 clusters Score -3.1997e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158441 members 
Mstep: Class 2 contains 116912 members 
Entering Unmasked Estep 
Score: -32001452.000000 Penalty: 6212.801270
	Iteration 3Q: 3 clusters Score -3.200145e+07 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170885 members 
Mstep: Class 2 contains 104468 members 
Entering Unmasked Estep 
Score: -32008244.000000 Penalty: 6212.801270
	Iteration 4F: 3 clusters Score -3.200824e+07 nChanged 19371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186992 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -32017196.000000 Penalty: 6212.801270
	Iteration 5F: 3 clusters Score -3.20172e+07 nChanged 20693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204255 members 
Mstep: Class 2 contains 71098 members 
Entering Unmasked Estep 
Score: -32026762.000000 Penalty: 6212.801270
	Iteration 6F: 3 clusters Score -3.202676e+07 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220464 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -32036562.000000 Penalty: 6212.801270
	Iteration 7F: 3 clusters Score -3.203656e+07 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234190 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -32045710.000000 Penalty: 6212.801270
	Iteration 8F: 3 clusters Score -3.204571e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245534 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -32054038.000000 Penalty: 6212.801270
	Iteration 9Q: 3 clusters Score -3.205404e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254080 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -32060742.000000 Penalty: 6212.801270
	Iteration 10Q: 3 clusters Score -3.206074e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259920 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -32065844.000000 Penalty: 6212.801270
	Iteration 11Q: 3 clusters Score -3.206584e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263612 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -32069122.000000 Penalty: 6212.801270
	Iteration 12Q: 3 clusters Score -3.206912e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265851 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -32071490.000000 Penalty: 6212.801270
	Iteration 13Q: 3 clusters Score -3.207149e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267197 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -32073056.000000 Penalty: 6212.801270
	Iteration 14Q: 3 clusters Score -3.207306e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268004 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -32074100.000000 Penalty: 6212.801270
	Iteration 15Q: 3 clusters Score -3.20741e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268562 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -32074658.000000 Penalty: 6212.801270
	Iteration 16Q: 3 clusters Score -3.207466e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268998 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -32075194.000000 Penalty: 6212.801270
	Iteration 17Q: 3 clusters Score -3.207519e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269348 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -32075644.000000 Penalty: 6212.801270
	Iteration 18Q: 3 clusters Score -3.207564e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269644 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -32075966.000000 Penalty: 6212.801270
	Iteration 19Q: 3 clusters Score -3.207597e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269882 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -32076190.000000 Penalty: 6212.801270
	Iteration 20F: 3 clusters Score -3.207619e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270108 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -32076348.000000 Penalty: 6212.801270
	Iteration 21Q: 3 clusters Score -3.207635e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270288 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -32076484.000000 Penalty: 6212.801270
	Iteration 22Q: 3 clusters Score -3.207648e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270440 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -32076616.000000 Penalty: 6212.801270
	Iteration 23Q: 3 clusters Score -3.207662e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270562 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -32076698.000000 Penalty: 6212.801270
	Iteration 24Q: 3 clusters Score -3.20767e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270672 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -32076748.000000 Penalty: 6212.801270
	Iteration 25Q: 3 clusters Score -3.207675e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270785 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -32076876.000000 Penalty: 6212.801270
	Iteration 26Q: 3 clusters Score -3.207688e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270889 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -32076978.000000 Penalty: 6212.801270
	Iteration 27Q: 3 clusters Score -3.207698e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270967 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -32077044.000000 Penalty: 6212.801270
	Iteration 28Q: 3 clusters Score -3.207704e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271033 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -32077046.000000 Penalty: 6212.801270
	Iteration 29Q: 3 clusters Score -3.207705e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271092 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -32077070.000000 Penalty: 6212.801270
	Iteration 30Q: 3 clusters Score -3.207707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271142 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -32077098.000000 Penalty: 6212.801270
	Iteration 31Q: 3 clusters Score -3.20771e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271176 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -32077152.000000 Penalty: 6212.801270
	Iteration 32Q: 3 clusters Score -3.207715e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271203 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -32077174.000000 Penalty: 6212.801270
	Iteration 33Q: 3 clusters Score -3.207717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271222 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -32077156.000000 Penalty: 6212.801270
	Iteration 34Q: 3 clusters Score -3.207716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271240 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -32077162.000000 Penalty: 6212.801270
	Iteration 35Q: 3 clusters Score -3.207716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271266 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -32077182.000000 Penalty: 6212.801270
	Iteration 36Q: 3 clusters Score -3.207718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271295 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -32077208.000000 Penalty: 6212.801270
	Iteration 37Q: 3 clusters Score -3.207721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271316 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -32077204.000000 Penalty: 6212.801270
	Iteration 38Q: 3 clusters Score -3.20772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271341 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -32077220.000000 Penalty: 6212.801270
	Iteration 39Q: 3 clusters Score -3.207722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271355 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -32077252.000000 Penalty: 6212.801270
	Iteration 40F: 3 clusters Score -3.207725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271373 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -32077242.000000 Penalty: 6212.801270
	Iteration 41Q: 3 clusters Score -3.207724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271389 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -32077244.000000 Penalty: 6212.801270
	Iteration 42Q: 3 clusters Score -3.207724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271402 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -32077296.000000 Penalty: 6212.801270
	Iteration 43Q: 3 clusters Score -3.20773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271418 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -32077324.000000 Penalty: 6212.801270
	Iteration 44Q: 3 clusters Score -3.207732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271427 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -32077322.000000 Penalty: 6212.801270
	Iteration 45Q: 3 clusters Score -3.207732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271445 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -32077346.000000 Penalty: 6212.801270
	Iteration 46Q: 3 clusters Score -3.207735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271465 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -32077354.000000 Penalty: 6212.801270
	Iteration 47Q: 3 clusters Score -3.207735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271475 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -32077350.000000 Penalty: 6212.801270
	Iteration 48Q: 3 clusters Score -3.207735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271490 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -32077370.000000 Penalty: 6212.801270
	Iteration 49Q: 3 clusters Score -3.207737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271505 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -32077386.000000 Penalty: 6212.801270
	Iteration 50Q: 3 clusters Score -3.207739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271520 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -32077426.000000 Penalty: 6212.801270
	Iteration 51Q: 3 clusters Score -3.207743e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271533 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -32077420.000000 Penalty: 6212.801270
	Iteration 52Q: 3 clusters Score -3.207742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271544 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -32077444.000000 Penalty: 6212.801270
	Iteration 53Q: 3 clusters Score -3.207744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271556 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -32077464.000000 Penalty: 6212.801270
	Iteration 54Q: 3 clusters Score -3.207746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271567 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -32077484.000000 Penalty: 6212.801270
	Iteration 55Q: 3 clusters Score -3.207748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271579 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -32077480.000000 Penalty: 6212.801270
	Iteration 56Q: 3 clusters Score -3.207748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271588 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -32077464.000000 Penalty: 6212.801270
	Iteration 57Q: 3 clusters Score -3.207746e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271599 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -32077458.000000 Penalty: 6212.801270
	Iteration 58Q: 3 clusters Score -3.207746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271610 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -32077476.000000 Penalty: 6212.801270
	Iteration 59Q: 3 clusters Score -3.207748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271615 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -32077462.000000 Penalty: 6212.801270
	Iteration 60F: 3 clusters Score -3.207746e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271631 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -32077456.000000 Penalty: 6212.801270
	Iteration 61Q: 3 clusters Score -3.207746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271639 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -32077452.000000 Penalty: 6212.801270
	Iteration 62Q: 3 clusters Score -3.207745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271643 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -32077470.000000 Penalty: 6212.801270
	Iteration 63Q: 3 clusters Score -3.207747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271645 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -32077476.000000 Penalty: 6212.801270
	Iteration 64Q: 3 clusters Score -3.207748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271646 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -32077488.000000 Penalty: 6212.801270
	Iteration 65Q: 3 clusters Score -3.207749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271650 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -32077468.000000 Penalty: 6212.801270
	Iteration 66Q: 3 clusters Score -3.207747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271651 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -32077478.000000 Penalty: 6212.801270
	Iteration 67Q: 3 clusters Score -3.207748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271656 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -32077480.000000 Penalty: 6212.801270
	Iteration 68Q: 3 clusters Score -3.207748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271660 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -32077472.000000 Penalty: 6212.801270
	Iteration 69Q: 3 clusters Score -3.207747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271660 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -32077472.000000 Penalty: 6212.801270
	Iteration 70F: 3 clusters Score -3.207747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188431 members 
Entering Unmasked Estep 
Score: -21950844.000000 Penalty: 3012.328857
	Iteration 0F: 2 clusters Score -2.195084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -21828850.000000 Penalty: 6024.657715
	Iteration 0F: 3 clusters Score -2.182885e+07 nChanged 90295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 96887 members 
Entering Unmasked Estep 
Score: -21881960.000000 Penalty: 6024.657715
	Iteration 1F: 3 clusters Score -2.188196e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -21884036.000000 Penalty: 6024.657715
	Iteration 2Q: 3 clusters Score -2.188404e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86065 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -21887330.000000 Penalty: 6024.657715
	Iteration 3Q: 3 clusters Score -2.188733e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80825 members 
Mstep: Class 2 contains 107606 members 
Entering Unmasked Estep 
Score: -21892694.000000 Penalty: 6024.657715
	Iteration 4F: 3 clusters Score -2.189269e+07 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 115212 members 
Entering Unmasked Estep 
Score: -21900874.000000 Penalty: 6024.657715
	Iteration 5F: 3 clusters Score -2.190087e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 124713 members 
Entering Unmasked Estep 
Score: -21911242.000000 Penalty: 6024.657715
	Iteration 6F: 3 clusters Score -2.191124e+07 nChanged 13888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 134517 members 
Entering Unmasked Estep 
Score: -21921148.000000 Penalty: 6024.657715
	Iteration 7F: 3 clusters Score -2.192115e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 143177 members 
Entering Unmasked Estep 
Score: -21929964.000000 Penalty: 6024.657715
	Iteration 8F: 3 clusters Score -2.192996e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 150018 members 
Entering Unmasked Estep 
Score: -21937350.000000 Penalty: 6024.657715
	Iteration 9Q: 3 clusters Score -2.193735e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 154850 members 
Entering Unmasked Estep 
Score: -21942520.000000 Penalty: 6024.657715
	Iteration 10Q: 3 clusters Score -2.194252e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 158340 members 
Entering Unmasked Estep 
Score: -21945322.000000 Penalty: 6024.657715
	Iteration 11Q: 3 clusters Score -2.194532e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -21946942.000000 Penalty: 6024.657715
	Iteration 12Q: 3 clusters Score -2.194694e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -21948052.000000 Penalty: 6024.657715
	Iteration 13Q: 3 clusters Score -2.194805e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -21948872.000000 Penalty: 6024.657715
	Iteration 14Q: 3 clusters Score -2.194887e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 167003 members 
Entering Unmasked Estep 
Score: -21949546.000000 Penalty: 6024.657715
	Iteration 15Q: 3 clusters Score -2.194955e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -21950004.000000 Penalty: 6024.657715
	Iteration 16Q: 3 clusters Score -2.195e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 169540 members 
Entering Unmasked Estep 
Score: -21950306.000000 Penalty: 6024.657715
	Iteration 17Q: 3 clusters Score -2.195031e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 170555 members 
Entering Unmasked Estep 
Score: -21950582.000000 Penalty: 6024.657715
	Iteration 18Q: 3 clusters Score -2.195058e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -21950898.000000 Penalty: 6024.657715
	Iteration 19Q: 3 clusters Score -2.19509e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 172121 members 
Entering Unmasked Estep 
Score: -21951038.000000 Penalty: 6024.657715
	Iteration 20F: 3 clusters Score -2.195104e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -21951188.000000 Penalty: 6024.657715
	Iteration 21Q: 3 clusters Score -2.195119e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 173219 members 
Entering Unmasked Estep 
Score: -21951334.000000 Penalty: 6024.657715
	Iteration 22Q: 3 clusters Score -2.195133e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 173654 members 
Entering Unmasked Estep 
Score: -21951346.000000 Penalty: 6024.657715
	Iteration 23Q: 3 clusters Score -2.195135e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 174018 members 
Entering Unmasked Estep 
Score: -21951336.000000 Penalty: 6024.657715
	Iteration 24Q: 3 clusters Score -2.195134e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -21951304.000000 Penalty: 6024.657715
	Iteration 25Q: 3 clusters Score -2.19513e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 174632 members 
Entering Unmasked Estep 
Score: -21951348.000000 Penalty: 6024.657715
	Iteration 26Q: 3 clusters Score -2.195135e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 174876 members 
Entering Unmasked Estep 
Score: -21951404.000000 Penalty: 6024.657715
	Iteration 27Q: 3 clusters Score -2.19514e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 175091 members 
Entering Unmasked Estep 
Score: -21951400.000000 Penalty: 6024.657715
	Iteration 28Q: 3 clusters Score -2.19514e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 175296 members 
Entering Unmasked Estep 
Score: -21951364.000000 Penalty: 6024.657715
	Iteration 29Q: 3 clusters Score -2.195136e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -21951364.000000 Penalty: 6024.657715
	Iteration 30Q: 3 clusters Score -2.195136e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 175636 members 
Entering Unmasked Estep 
Score: -21951422.000000 Penalty: 6024.657715
	Iteration 31Q: 3 clusters Score -2.195142e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 175766 members 
Entering Unmasked Estep 
Score: -21951400.000000 Penalty: 6024.657715
	Iteration 32Q: 3 clusters Score -2.19514e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 175885 members 
Entering Unmasked Estep 
Score: -21951406.000000 Penalty: 6024.657715
	Iteration 33Q: 3 clusters Score -2.195141e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -21951410.000000 Penalty: 6024.657715
	Iteration 34Q: 3 clusters Score -2.195141e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 176111 members 
Entering Unmasked Estep 
Score: -21951464.000000 Penalty: 6024.657715
	Iteration 35Q: 3 clusters Score -2.195146e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 176202 members 
Entering Unmasked Estep 
Score: -21951410.000000 Penalty: 6024.657715
	Iteration 36Q: 3 clusters Score -2.195141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 176260 members 
Entering Unmasked Estep 
Score: -21951430.000000 Penalty: 6024.657715
	Iteration 37Q: 3 clusters Score -2.195143e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -21951446.000000 Penalty: 6024.657715
	Iteration 38Q: 3 clusters Score -2.195145e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 176390 members 
Entering Unmasked Estep 
Score: -21951476.000000 Penalty: 6024.657715
	Iteration 39Q: 3 clusters Score -2.195148e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 176445 members 
Entering Unmasked Estep 
Score: -21951464.000000 Penalty: 6024.657715
	Iteration 40F: 3 clusters Score -2.195146e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -21951450.000000 Penalty: 6024.657715
	Iteration 41Q: 3 clusters Score -2.195145e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 176570 members 
Entering Unmasked Estep 
Score: -21951450.000000 Penalty: 6024.657715
	Iteration 42Q: 3 clusters Score -2.195145e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -21951438.000000 Penalty: 6024.657715
	Iteration 43Q: 3 clusters Score -2.195144e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 176657 members 
Entering Unmasked Estep 
Score: -21951426.000000 Penalty: 6024.657715
	Iteration 44Q: 3 clusters Score -2.195143e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 176698 members 
Entering Unmasked Estep 
Score: -21951406.000000 Penalty: 6024.657715
	Iteration 45Q: 3 clusters Score -2.195141e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 176730 members 
Entering Unmasked Estep 
Score: -21951426.000000 Penalty: 6024.657715
	Iteration 46Q: 3 clusters Score -2.195143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -21951422.000000 Penalty: 6024.657715
	Iteration 47Q: 3 clusters Score -2.195142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 176770 members 
Entering Unmasked Estep 
Score: -21951448.000000 Penalty: 6024.657715
	Iteration 48Q: 3 clusters Score -2.195145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 176786 members 
Entering Unmasked Estep 
Score: -21951442.000000 Penalty: 6024.657715
	Iteration 49Q: 3 clusters Score -2.195144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 176803 members 
Entering Unmasked Estep 
Score: -21951434.000000 Penalty: 6024.657715
	Iteration 50Q: 3 clusters Score -2.195143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 176818 members 
Entering Unmasked Estep 
Score: -21951444.000000 Penalty: 6024.657715
	Iteration 51Q: 3 clusters Score -2.195144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 176831 members 
Entering Unmasked Estep 
Score: -21951464.000000 Penalty: 6024.657715
	Iteration 52Q: 3 clusters Score -2.195146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 176838 members 
Entering Unmasked Estep 
Score: -21951450.000000 Penalty: 6024.657715
	Iteration 53Q: 3 clusters Score -2.195145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 176849 members 
Entering Unmasked Estep 
Score: -21951426.000000 Penalty: 6024.657715
	Iteration 54Q: 3 clusters Score -2.195143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -21951436.000000 Penalty: 6024.657715
	Iteration 55Q: 3 clusters Score -2.195144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 176870 members 
Entering Unmasked Estep 
Score: -21951436.000000 Penalty: 6024.657715
	Iteration 56Q: 3 clusters Score -2.195144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 176880 members 
Entering Unmasked Estep 
Score: -21951416.000000 Penalty: 6024.657715
	Iteration 57Q: 3 clusters Score -2.195142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 176890 members 
Entering Unmasked Estep 
Score: -21951432.000000 Penalty: 6024.657715
	Iteration 58Q: 3 clusters Score -2.195143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 176898 members 
Entering Unmasked Estep 
Score: -21951440.000000 Penalty: 6024.657715
	Iteration 59Q: 3 clusters Score -2.195144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 176908 members 
Entering Unmasked Estep 
Score: -21951452.000000 Penalty: 6024.657715
	Iteration 60F: 3 clusters Score -2.195145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 176917 members 
Entering Unmasked Estep 
Score: -21951456.000000 Penalty: 6024.657715
	Iteration 61Q: 3 clusters Score -2.195146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 176927 members 
Entering Unmasked Estep 
Score: -21951462.000000 Penalty: 6024.657715
	Iteration 62Q: 3 clusters Score -2.195146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 176934 members 
Entering Unmasked Estep 
Score: -21951462.000000 Penalty: 6024.657715
	Iteration 63Q: 3 clusters Score -2.195146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 176938 members 
Entering Unmasked Estep 
Score: -21951474.000000 Penalty: 6024.657715
	Iteration 64Q: 3 clusters Score -2.195147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 176940 members 
Entering Unmasked Estep 
Score: -21951466.000000 Penalty: 6024.657715
	Iteration 65Q: 3 clusters Score -2.195147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -21951458.000000 Penalty: 6024.657715
	Iteration 66Q: 3 clusters Score -2.195146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -21951458.000000 Penalty: 6024.657715
	Iteration 67F: 3 clusters Score -2.195146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257298 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 11488 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23261 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93453 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14882 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27711 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177951 members 
Mstep: Class 38 contains 44938 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129425 members 
Mstep: Class 44 contains 19668 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 176943 members 
Entering Unmasked Estep 
Score: -225960144.000000 Penalty: 165589.750000
Splitting cluster 18 changes total score from -225960176.000000 to -225960144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (8434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Entering Unmasked Estep 
Score: -954288.250000 Penalty: 2241.926514
	Iteration 0F: 2 clusters Score -954288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -947660.937500 Penalty: 4483.853027
	Iteration 0F: 3 clusters Score -947660.9 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -949423.500000 Penalty: 4483.853027
	Iteration 1F: 3 clusters Score -949423.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -949684.625000 Penalty: 4483.853027
	Iteration 2F: 3 clusters Score -949684.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -949878.562500 Penalty: 4483.853027
	Iteration 3F: 3 clusters Score -949878.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -950019.875000 Penalty: 4483.853027
	Iteration 4Q: 3 clusters Score -950019.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -950137.250000 Penalty: 4483.853027
	Iteration 5Q: 3 clusters Score -950137.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -950236.625000 Penalty: 4483.853027
	Iteration 6Q: 3 clusters Score -950236.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -950330.750000 Penalty: 4483.853027
	Iteration 7Q: 3 clusters Score -950330.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -950409.937500 Penalty: 4483.853027
	Iteration 8Q: 3 clusters Score -950409.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -950487.687500 Penalty: 4483.853027
	Iteration 9Q: 3 clusters Score -950487.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -950564.750000 Penalty: 4483.853027
	Iteration 10Q: 3 clusters Score -950564.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -950644.812500 Penalty: 4483.853027
	Iteration 11Q: 3 clusters Score -950644.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -950751.250000 Penalty: 4483.853027
	Iteration 12Q: 3 clusters Score -950751.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -950892.062500 Penalty: 4483.853027
	Iteration 13Q: 3 clusters Score -950892.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -951052.562500 Penalty: 4483.853027
	Iteration 14Q: 3 clusters Score -951052.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -951216.562500 Penalty: 4483.853027
	Iteration 15Q: 3 clusters Score -951216.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -951360.875000 Penalty: 4483.853027
	Iteration 16Q: 3 clusters Score -951360.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -951496.562500 Penalty: 4483.853027
	Iteration 17Q: 3 clusters Score -951496.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -951644.375000 Penalty: 4483.853027
	Iteration 18Q: 3 clusters Score -951644.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -951784.000000 Penalty: 4483.853027
	Iteration 19Q: 3 clusters Score -951784 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -951897.187500 Penalty: 4483.853027
	Iteration 20F: 3 clusters Score -951897.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -951993.312500 Penalty: 4483.853027
	Iteration 21Q: 3 clusters Score -951993.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -952067.500000 Penalty: 4483.853027
	Iteration 22Q: 3 clusters Score -952067.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -952129.875000 Penalty: 4483.853027
	Iteration 23Q: 3 clusters Score -952129.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -952174.500000 Penalty: 4483.853027
	Iteration 24Q: 3 clusters Score -952174.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -952213.562500 Penalty: 4483.853027
	Iteration 25Q: 3 clusters Score -952213.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -952250.500000 Penalty: 4483.853027
	Iteration 26Q: 3 clusters Score -952250.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -952276.750000 Penalty: 4483.853027
	Iteration 27Q: 3 clusters Score -952276.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -952299.500000 Penalty: 4483.853027
	Iteration 28Q: 3 clusters Score -952299.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -952318.500000 Penalty: 4483.853027
	Iteration 29Q: 3 clusters Score -952318.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -952329.562500 Penalty: 4483.853027
	Iteration 30Q: 3 clusters Score -952329.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -952336.750000 Penalty: 4483.853027
	Iteration 31Q: 3 clusters Score -952336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -952348.187500 Penalty: 4483.853027
	Iteration 32Q: 3 clusters Score -952348.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -952355.937500 Penalty: 4483.853027
	Iteration 33Q: 3 clusters Score -952355.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -952370.437500 Penalty: 4483.853027
	Iteration 34Q: 3 clusters Score -952370.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -952379.062500 Penalty: 4483.853027
	Iteration 35Q: 3 clusters Score -952379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -952380.875000 Penalty: 4483.853027
	Iteration 36Q: 3 clusters Score -952380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -952386.187500 Penalty: 4483.853027
	Iteration 37Q: 3 clusters Score -952386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -952392.812500 Penalty: 4483.853027
	Iteration 38Q: 3 clusters Score -952392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -952395.062500 Penalty: 4483.853027
	Iteration 39Q: 3 clusters Score -952395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -952401.875000 Penalty: 4483.853027
	Iteration 40F: 3 clusters Score -952401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -952405.750000 Penalty: 4483.853027
	Iteration 41Q: 3 clusters Score -952405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -952405.937500 Penalty: 4483.853027
	Iteration 42Q: 3 clusters Score -952405.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -952413.875000 Penalty: 4483.853027
	Iteration 43Q: 3 clusters Score -952413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -952416.000000 Penalty: 4483.853027
	Iteration 44Q: 3 clusters Score -952416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -952419.437500 Penalty: 4483.853027
	Iteration 45Q: 3 clusters Score -952419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -952419.375000 Penalty: 4483.853027
	Iteration 46Q: 3 clusters Score -952419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -952421.500000 Penalty: 4483.853027
	Iteration 47Q: 3 clusters Score -952421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -952421.500000 Penalty: 4483.853027
	Iteration 48F: 3 clusters Score -952421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36211.085938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -36211.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34972.269531 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -34972.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35232.625000 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -35232.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -35396.179688 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -35396.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -35521.476562 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -35521.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -35574.039062 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -35574.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -35603.777344 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -35603.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -35619.984375 Penalty: 2959.208984
	Iteration 6Q: 3 clusters Score -35619.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -35624.730469 Penalty: 2959.208984
	Iteration 7Q: 3 clusters Score -35624.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35627.230469 Penalty: 2959.208984
	Iteration 8Q: 3 clusters Score -35627.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35628.804688 Penalty: 2959.208984
	Iteration 9Q: 3 clusters Score -35628.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35632.445312 Penalty: 2959.208984
	Iteration 10Q: 3 clusters Score -35632.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35636.140625 Penalty: 2959.208984
	Iteration 11Q: 3 clusters Score -35636.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35637.914062 Penalty: 2959.208984
	Iteration 12Q: 3 clusters Score -35637.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35643.742188 Penalty: 2959.208984
	Iteration 13Q: 3 clusters Score -35643.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -35651.281250 Penalty: 2959.208984
	Iteration 14Q: 3 clusters Score -35651.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35656.878906 Penalty: 2959.208984
	Iteration 15Q: 3 clusters Score -35656.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -35656.878906 Penalty: 2959.208984
	Iteration 16F: 3 clusters Score -35656.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Entering Unmasked Estep 
Score: -4766424.000000 Penalty: 2634.723633
	Iteration 0F: 2 clusters Score -4766424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4738471.000000 Penalty: 5269.447266
	Iteration 0F: 3 clusters Score -4738471 nChanged 19031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4748896.500000 Penalty: 5269.447266
	Iteration 1F: 3 clusters Score -4748896 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -4749654.500000 Penalty: 5269.447266
	Iteration 2Q: 3 clusters Score -4749654 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -4750701.000000 Penalty: 5269.447266
	Iteration 3F: 3 clusters Score -4750701 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -4752296.500000 Penalty: 5269.447266
	Iteration 4F: 3 clusters Score -4752296 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -4754781.000000 Penalty: 5269.447266
	Iteration 5F: 3 clusters Score -4754781 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4758116.500000 Penalty: 5269.447266
	Iteration 6F: 3 clusters Score -4758116 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4761076.500000 Penalty: 5269.447266
	Iteration 7F: 3 clusters Score -4761076 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4762734.000000 Penalty: 5269.447266
	Iteration 8Q: 3 clusters Score -4762734 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4763499.500000 Penalty: 5269.447266
	Iteration 9Q: 3 clusters Score -4763500 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4763821.500000 Penalty: 5269.447266
	Iteration 10Q: 3 clusters Score -4763822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4763992.500000 Penalty: 5269.447266
	Iteration 11Q: 3 clusters Score -4763992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4764075.500000 Penalty: 5269.447266
	Iteration 12Q: 3 clusters Score -4764076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4764128.000000 Penalty: 5269.447266
	Iteration 13Q: 3 clusters Score -4764128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4764165.500000 Penalty: 5269.447266
	Iteration 14Q: 3 clusters Score -4764166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4764188.000000 Penalty: 5269.447266
	Iteration 15Q: 3 clusters Score -4764188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4764192.000000 Penalty: 5269.447266
	Iteration 16Q: 3 clusters Score -4764192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4764206.500000 Penalty: 5269.447266
	Iteration 17Q: 3 clusters Score -4764206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4764205.000000 Penalty: 5269.447266
	Iteration 18Q: 3 clusters Score -4764205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4764219.000000 Penalty: 5269.447266
	Iteration 19Q: 3 clusters Score -4764219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4764222.500000 Penalty: 5269.447266
	Iteration 20F: 3 clusters Score -4764222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4764224.500000 Penalty: 5269.447266
	Iteration 21Q: 3 clusters Score -4764224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4764235.000000 Penalty: 5269.447266
	Iteration 22Q: 3 clusters Score -4764235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4764238.500000 Penalty: 5269.447266
	Iteration 23Q: 3 clusters Score -4764238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4764236.500000 Penalty: 5269.447266
	Iteration 24Q: 3 clusters Score -4764236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4764233.500000 Penalty: 5269.447266
	Iteration 25Q: 3 clusters Score -4764234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4764233.500000 Penalty: 5269.447266
	Iteration 26F: 3 clusters Score -4764234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Entering Unmasked Estep 
Score: -1290294.500000 Penalty: 2324.053223
	Iteration 0F: 2 clusters Score -1290294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1281526.375000 Penalty: 4648.106445
	Iteration 0F: 3 clusters Score -1281526 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1284282.750000 Penalty: 4648.106445
	Iteration 1F: 3 clusters Score -1284283 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1284803.500000 Penalty: 4648.106445
	Iteration 2F: 3 clusters Score -1284804 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1285283.500000 Penalty: 4648.106445
	Iteration 3F: 3 clusters Score -1285284 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1285737.750000 Penalty: 4648.106445
	Iteration 4F: 3 clusters Score -1285738 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1286189.375000 Penalty: 4648.106445
	Iteration 5F: 3 clusters Score -1286189 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1286585.875000 Penalty: 4648.106445
	Iteration 6F: 3 clusters Score -1286586 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1286943.000000 Penalty: 4648.106445
	Iteration 7Q: 3 clusters Score -1286943 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1287296.625000 Penalty: 4648.106445
	Iteration 8Q: 3 clusters Score -1287297 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1287566.000000 Penalty: 4648.106445
	Iteration 9Q: 3 clusters Score -1287566 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1287784.125000 Penalty: 4648.106445
	Iteration 10Q: 3 clusters Score -1287784 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1287955.125000 Penalty: 4648.106445
	Iteration 11Q: 3 clusters Score -1287955 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1288099.625000 Penalty: 4648.106445
	Iteration 12Q: 3 clusters Score -1288100 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1288221.250000 Penalty: 4648.106445
	Iteration 13Q: 3 clusters Score -1288221 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1288309.750000 Penalty: 4648.106445
	Iteration 14Q: 3 clusters Score -1288310 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1288361.750000 Penalty: 4648.106445
	Iteration 15Q: 3 clusters Score -1288362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1288399.125000 Penalty: 4648.106445
	Iteration 16Q: 3 clusters Score -1288399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1288425.625000 Penalty: 4648.106445
	Iteration 17Q: 3 clusters Score -1288426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1288453.500000 Penalty: 4648.106445
	Iteration 18Q: 3 clusters Score -1288454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1288477.750000 Penalty: 4648.106445
	Iteration 19Q: 3 clusters Score -1288478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1288508.875000 Penalty: 4648.106445
	Iteration 20F: 3 clusters Score -1288509 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1288542.625000 Penalty: 4648.106445
	Iteration 21Q: 3 clusters Score -1288543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1288581.250000 Penalty: 4648.106445
	Iteration 22Q: 3 clusters Score -1288581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1288614.875000 Penalty: 4648.106445
	Iteration 23Q: 3 clusters Score -1288615 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1288643.250000 Penalty: 4648.106445
	Iteration 24Q: 3 clusters Score -1288643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1288667.125000 Penalty: 4648.106445
	Iteration 25Q: 3 clusters Score -1288667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1288694.125000 Penalty: 4648.106445
	Iteration 26Q: 3 clusters Score -1288694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1288715.000000 Penalty: 4648.106445
	Iteration 27Q: 3 clusters Score -1288715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1288720.750000 Penalty: 4648.106445
	Iteration 28Q: 3 clusters Score -1288721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1288729.500000 Penalty: 4648.106445
	Iteration 29Q: 3 clusters Score -1288730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1288740.125000 Penalty: 4648.106445
	Iteration 30Q: 3 clusters Score -1288740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1288748.125000 Penalty: 4648.106445
	Iteration 31Q: 3 clusters Score -1288748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1288752.625000 Penalty: 4648.106445
	Iteration 32Q: 3 clusters Score -1288753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1288753.875000 Penalty: 4648.106445
	Iteration 33Q: 3 clusters Score -1288754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1288754.375000 Penalty: 4648.106445
	Iteration 34Q: 3 clusters Score -1288754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1288759.625000 Penalty: 4648.106445
	Iteration 35Q: 3 clusters Score -1288760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1288763.500000 Penalty: 4648.106445
	Iteration 36Q: 3 clusters Score -1288764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1288763.375000 Penalty: 4648.106445
	Iteration 37Q: 3 clusters Score -1288763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1288763.750000 Penalty: 4648.106445
	Iteration 38Q: 3 clusters Score -1288764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1288763.750000 Penalty: 4648.106445
	Iteration 39F: 3 clusters Score -1288764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -779167.000000 Penalty: 2198.211670
	Iteration 0F: 2 clusters Score -779167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -773292.750000 Penalty: 4396.423340
	Iteration 0F: 3 clusters Score -773292.8 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -774811.125000 Penalty: 4396.423340
	Iteration 1F: 3 clusters Score -774811.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -775072.000000 Penalty: 4396.423340
	Iteration 2F: 3 clusters Score -775072 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -775245.437500 Penalty: 4396.423340
	Iteration 3F: 3 clusters Score -775245.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -775381.562500 Penalty: 4396.423340
	Iteration 4Q: 3 clusters Score -775381.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -775502.125000 Penalty: 4396.423340
	Iteration 5Q: 3 clusters Score -775502.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -775591.750000 Penalty: 4396.423340
	Iteration 6Q: 3 clusters Score -775591.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -775677.250000 Penalty: 4396.423340
	Iteration 7Q: 3 clusters Score -775677.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -775767.187500 Penalty: 4396.423340
	Iteration 8Q: 3 clusters Score -775767.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -775863.812500 Penalty: 4396.423340
	Iteration 9Q: 3 clusters Score -775863.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -775965.062500 Penalty: 4396.423340
	Iteration 10Q: 3 clusters Score -775965.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -776058.375000 Penalty: 4396.423340
	Iteration 11Q: 3 clusters Score -776058.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -776159.312500 Penalty: 4396.423340
	Iteration 12Q: 3 clusters Score -776159.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -776269.437500 Penalty: 4396.423340
	Iteration 13Q: 3 clusters Score -776269.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -776392.812500 Penalty: 4396.423340
	Iteration 14Q: 3 clusters Score -776392.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -776531.875000 Penalty: 4396.423340
	Iteration 15Q: 3 clusters Score -776531.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -776673.187500 Penalty: 4396.423340
	Iteration 16Q: 3 clusters Score -776673.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -776819.250000 Penalty: 4396.423340
	Iteration 17Q: 3 clusters Score -776819.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -776947.375000 Penalty: 4396.423340
	Iteration 18Q: 3 clusters Score -776947.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -777068.437500 Penalty: 4396.423340
	Iteration 19Q: 3 clusters Score -777068.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -777167.625000 Penalty: 4396.423340
	Iteration 20F: 3 clusters Score -777167.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -777236.437500 Penalty: 4396.423340
	Iteration 21Q: 3 clusters Score -777236.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -777297.750000 Penalty: 4396.423340
	Iteration 22Q: 3 clusters Score -777297.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -777349.625000 Penalty: 4396.423340
	Iteration 23Q: 3 clusters Score -777349.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -777388.687500 Penalty: 4396.423340
	Iteration 24Q: 3 clusters Score -777388.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -777410.250000 Penalty: 4396.423340
	Iteration 25Q: 3 clusters Score -777410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -777418.375000 Penalty: 4396.423340
	Iteration 26Q: 3 clusters Score -777418.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -777429.687500 Penalty: 4396.423340
	Iteration 27Q: 3 clusters Score -777429.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -777433.625000 Penalty: 4396.423340
	Iteration 28Q: 3 clusters Score -777433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -777437.500000 Penalty: 4396.423340
	Iteration 29Q: 3 clusters Score -777437.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -777440.812500 Penalty: 4396.423340
	Iteration 30Q: 3 clusters Score -777440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -777444.375000 Penalty: 4396.423340
	Iteration 31Q: 3 clusters Score -777444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -777446.875000 Penalty: 4396.423340
	Iteration 32Q: 3 clusters Score -777446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -777448.187500 Penalty: 4396.423340
	Iteration 33Q: 3 clusters Score -777448.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -777448.375000 Penalty: 4396.423340
	Iteration 34Q: 3 clusters Score -777448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -777450.437500 Penalty: 4396.423340
	Iteration 35Q: 3 clusters Score -777450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -777452.187500 Penalty: 4396.423340
	Iteration 36Q: 3 clusters Score -777452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -777452.250000 Penalty: 4396.423340
	Iteration 37Q: 3 clusters Score -777452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -777453.062500 Penalty: 4396.423340
	Iteration 38Q: 3 clusters Score -777453.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -777453.062500 Penalty: 4396.423340
	Iteration 39F: 3 clusters Score -777453.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Entering Unmasked Estep 
Score: -1376855.875000 Penalty: 2322.974121
	Iteration 0F: 2 clusters Score -1376856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1368147.625000 Penalty: 4645.948242
	Iteration 0F: 3 clusters Score -1368148 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1370706.500000 Penalty: 4645.948242
	Iteration 1F: 3 clusters Score -1370706 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1370982.125000 Penalty: 4645.948242
	Iteration 2F: 3 clusters Score -1370982 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1371207.250000 Penalty: 4645.948242
	Iteration 3Q: 3 clusters Score -1371207 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1371417.625000 Penalty: 4645.948242
	Iteration 4Q: 3 clusters Score -1371418 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1371630.750000 Penalty: 4645.948242
	Iteration 5Q: 3 clusters Score -1371631 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1371864.875000 Penalty: 4645.948242
	Iteration 6Q: 3 clusters Score -1371865 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1372073.500000 Penalty: 4645.948242
	Iteration 7Q: 3 clusters Score -1372074 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1372307.000000 Penalty: 4645.948242
	Iteration 8Q: 3 clusters Score -1372307 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1372592.000000 Penalty: 4645.948242
	Iteration 9Q: 3 clusters Score -1372592 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1372898.625000 Penalty: 4645.948242
	Iteration 10Q: 3 clusters Score -1372899 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1373178.500000 Penalty: 4645.948242
	Iteration 11Q: 3 clusters Score -1373178 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1373447.625000 Penalty: 4645.948242
	Iteration 12Q: 3 clusters Score -1373448 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1373740.375000 Penalty: 4645.948242
	Iteration 13Q: 3 clusters Score -1373740 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1374023.375000 Penalty: 4645.948242
	Iteration 14Q: 3 clusters Score -1374023 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1374244.875000 Penalty: 4645.948242
	Iteration 15Q: 3 clusters Score -1374245 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1374444.875000 Penalty: 4645.948242
	Iteration 16Q: 3 clusters Score -1374445 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1374583.250000 Penalty: 4645.948242
	Iteration 17Q: 3 clusters Score -1374583 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1374674.500000 Penalty: 4645.948242
	Iteration 18Q: 3 clusters Score -1374674 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1374725.750000 Penalty: 4645.948242
	Iteration 19Q: 3 clusters Score -1374726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1374760.250000 Penalty: 4645.948242
	Iteration 20F: 3 clusters Score -1374760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1374783.250000 Penalty: 4645.948242
	Iteration 21Q: 3 clusters Score -1374783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1374804.125000 Penalty: 4645.948242
	Iteration 22Q: 3 clusters Score -1374804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1374823.625000 Penalty: 4645.948242
	Iteration 23Q: 3 clusters Score -1374824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1374843.625000 Penalty: 4645.948242
	Iteration 24Q: 3 clusters Score -1374844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1374859.500000 Penalty: 4645.948242
	Iteration 25Q: 3 clusters Score -1374860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1374864.625000 Penalty: 4645.948242
	Iteration 26Q: 3 clusters Score -1374865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1374867.000000 Penalty: 4645.948242
	Iteration 27Q: 3 clusters Score -1374867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1374873.125000 Penalty: 4645.948242
	Iteration 28Q: 3 clusters Score -1374873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1374872.500000 Penalty: 4645.948242
	Iteration 29Q: 3 clusters Score -1374872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1374874.750000 Penalty: 4645.948242
	Iteration 30Q: 3 clusters Score -1374875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1374880.500000 Penalty: 4645.948242
	Iteration 31Q: 3 clusters Score -1374880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1374882.000000 Penalty: 4645.948242
	Iteration 32Q: 3 clusters Score -1374882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1374880.750000 Penalty: 4645.948242
	Iteration 33Q: 3 clusters Score -1374881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1374882.875000 Penalty: 4645.948242
	Iteration 34Q: 3 clusters Score -1374883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1374881.625000 Penalty: 4645.948242
	Iteration 35Q: 3 clusters Score -1374882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1374878.875000 Penalty: 4645.948242
	Iteration 36Q: 3 clusters Score -1374879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1374878.000000 Penalty: 4645.948242
	Iteration 37Q: 3 clusters Score -1374878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1374880.250000 Penalty: 4645.948242
	Iteration 38Q: 3 clusters Score -1374880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1374885.000000 Penalty: 4645.948242
	Iteration 39Q: 3 clusters Score -1374885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1374884.250000 Penalty: 4645.948242
	Iteration 40F: 3 clusters Score -1374884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1374883.875000 Penalty: 4645.948242
	Iteration 41Q: 3 clusters Score -1374884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1374883.750000 Penalty: 4645.948242
	Iteration 42Q: 3 clusters Score -1374884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1374884.500000 Penalty: 4645.948242
	Iteration 43Q: 3 clusters Score -1374884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1374884.500000 Penalty: 4645.948242
	Iteration 44F: 3 clusters Score -1374884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Entering Unmasked Estep 
Score: -9612676.000000 Penalty: 2806.630127
	Iteration 0F: 2 clusters Score -9612676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -9557490.000000 Penalty: 5613.260254
	Iteration 0F: 3 clusters Score -9557490 nChanged 38635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -9579320.000000 Penalty: 5613.260254
	Iteration 1F: 3 clusters Score -9579320 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -9580145.000000 Penalty: 5613.260254
	Iteration 2Q: 3 clusters Score -9580145 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -9581048.000000 Penalty: 5613.260254
	Iteration 3Q: 3 clusters Score -9581048 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -9582081.000000 Penalty: 5613.260254
	Iteration 4Q: 3 clusters Score -9582081 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -9583384.000000 Penalty: 5613.260254
	Iteration 5Q: 3 clusters Score -9583384 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -9584984.000000 Penalty: 5613.260254
	Iteration 6Q: 3 clusters Score -9584984 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -9586766.000000 Penalty: 5613.260254
	Iteration 7F: 3 clusters Score -9586766 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9588842.000000 Penalty: 5613.260254
	Iteration 8F: 3 clusters Score -9588842 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -9591159.000000 Penalty: 5613.260254
	Iteration 9F: 3 clusters Score -9591159 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -9593728.000000 Penalty: 5613.260254
	Iteration 10F: 3 clusters Score -9593728 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -9596838.000000 Penalty: 5613.260254
	Iteration 11F: 3 clusters Score -9596838 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -9600232.000000 Penalty: 5613.260254
	Iteration 12F: 3 clusters Score -9600232 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -9603630.000000 Penalty: 5613.260254
	Iteration 13F: 3 clusters Score -9603630 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -9606474.000000 Penalty: 5613.260254
	Iteration 14Q: 3 clusters Score -9606474 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79368 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9608256.000000 Penalty: 5613.260254
	Iteration 15Q: 3 clusters Score -9608256 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9609259.000000 Penalty: 5613.260254
	Iteration 16Q: 3 clusters Score -9609259 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9609712.000000 Penalty: 5613.260254
	Iteration 17Q: 3 clusters Score -9609712 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9609908.000000 Penalty: 5613.260254
	Iteration 18Q: 3 clusters Score -9609908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9610016.000000 Penalty: 5613.260254
	Iteration 19Q: 3 clusters Score -9610016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9610085.000000 Penalty: 5613.260254
	Iteration 20F: 3 clusters Score -9610085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9610112.000000 Penalty: 5613.260254
	Iteration 21Q: 3 clusters Score -9610112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9610144.000000 Penalty: 5613.260254
	Iteration 22Q: 3 clusters Score -9610144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9610146.000000 Penalty: 5613.260254
	Iteration 23Q: 3 clusters Score -9610146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9610167.000000 Penalty: 5613.260254
	Iteration 24Q: 3 clusters Score -9610167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9610164.000000 Penalty: 5613.260254
	Iteration 25Q: 3 clusters Score -9610164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9610166.000000 Penalty: 5613.260254
	Iteration 26Q: 3 clusters Score -9610166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9610177.000000 Penalty: 5613.260254
	Iteration 27Q: 3 clusters Score -9610177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9610193.000000 Penalty: 5613.260254
	Iteration 28Q: 3 clusters Score -9610193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9610203.000000 Penalty: 5613.260254
	Iteration 29Q: 3 clusters Score -9610203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9610204.000000 Penalty: 5613.260254
	Iteration 30Q: 3 clusters Score -9610204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9610207.000000 Penalty: 5613.260254
	Iteration 31Q: 3 clusters Score -9610207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81787 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9610208.000000 Penalty: 5613.260254
	Iteration 32Q: 3 clusters Score -9610208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81788 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9610212.000000 Penalty: 5613.260254
	Iteration 33Q: 3 clusters Score -9610212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81789 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9610213.000000 Penalty: 5613.260254
	Iteration 34Q: 3 clusters Score -9610213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9610212.000000 Penalty: 5613.260254
	Iteration 35Q: 3 clusters Score -9610212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9610209.000000 Penalty: 5613.260254
	Iteration 36Q: 3 clusters Score -9610209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81795 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9610215.000000 Penalty: 5613.260254
	Iteration 37Q: 3 clusters Score -9610215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9610212.000000 Penalty: 5613.260254
	Iteration 38Q: 3 clusters Score -9610212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9610223.000000 Penalty: 5613.260254
	Iteration 39Q: 3 clusters Score -9610223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9610219.000000 Penalty: 5613.260254
	Iteration 40F: 3 clusters Score -9610219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Entering Unmasked Estep 
Score: -2753043.500000 Penalty: 2493.524170
	Iteration 0F: 2 clusters Score -2753044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2736855.000000 Penalty: 4987.048340
	Iteration 0F: 3 clusters Score -2736855 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2742402.750000 Penalty: 4987.048340
	Iteration 1F: 3 clusters Score -2742403 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2742966.250000 Penalty: 4987.048340
	Iteration 2F: 3 clusters Score -2742966 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -2743502.500000 Penalty: 4987.048340
	Iteration 3F: 3 clusters Score -2743502 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2744012.250000 Penalty: 4987.048340
	Iteration 4Q: 3 clusters Score -2744012 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2744591.500000 Penalty: 4987.048340
	Iteration 5Q: 3 clusters Score -2744592 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2745223.000000 Penalty: 4987.048340
	Iteration 6Q: 3 clusters Score -2745223 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2745938.250000 Penalty: 4987.048340
	Iteration 7Q: 3 clusters Score -2745938 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2746660.000000 Penalty: 4987.048340
	Iteration 8Q: 3 clusters Score -2746660 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2747351.000000 Penalty: 4987.048340
	Iteration 9Q: 3 clusters Score -2747351 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2748032.500000 Penalty: 4987.048340
	Iteration 10Q: 3 clusters Score -2748032 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2748538.000000 Penalty: 4987.048340
	Iteration 11Q: 3 clusters Score -2748538 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2748884.250000 Penalty: 4987.048340
	Iteration 12Q: 3 clusters Score -2748884 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2749162.250000 Penalty: 4987.048340
	Iteration 13Q: 3 clusters Score -2749162 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2749403.000000 Penalty: 4987.048340
	Iteration 14Q: 3 clusters Score -2749403 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2749608.250000 Penalty: 4987.048340
	Iteration 15Q: 3 clusters Score -2749608 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2749768.250000 Penalty: 4987.048340
	Iteration 16Q: 3 clusters Score -2749768 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2749906.500000 Penalty: 4987.048340
	Iteration 17Q: 3 clusters Score -2749906 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2750054.750000 Penalty: 4987.048340
	Iteration 18Q: 3 clusters Score -2750055 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2750184.750000 Penalty: 4987.048340
	Iteration 19Q: 3 clusters Score -2750185 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2750313.250000 Penalty: 4987.048340
	Iteration 20F: 3 clusters Score -2750313 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2750465.750000 Penalty: 4987.048340
	Iteration 21Q: 3 clusters Score -2750466 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -2750633.000000 Penalty: 4987.048340
	Iteration 22Q: 3 clusters Score -2750633 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2750846.500000 Penalty: 4987.048340
	Iteration 23Q: 3 clusters Score -2750846 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2751039.250000 Penalty: 4987.048340
	Iteration 24Q: 3 clusters Score -2751039 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2751175.750000 Penalty: 4987.048340
	Iteration 25Q: 3 clusters Score -2751176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2751264.000000 Penalty: 4987.048340
	Iteration 26Q: 3 clusters Score -2751264 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2751314.500000 Penalty: 4987.048340
	Iteration 27Q: 3 clusters Score -2751314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2751338.250000 Penalty: 4987.048340
	Iteration 28Q: 3 clusters Score -2751338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2751358.500000 Penalty: 4987.048340
	Iteration 29Q: 3 clusters Score -2751358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2751370.500000 Penalty: 4987.048340
	Iteration 30Q: 3 clusters Score -2751370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2751371.750000 Penalty: 4987.048340
	Iteration 31Q: 3 clusters Score -2751372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2751376.750000 Penalty: 4987.048340
	Iteration 32Q: 3 clusters Score -2751377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2751382.500000 Penalty: 4987.048340
	Iteration 33Q: 3 clusters Score -2751382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2751384.750000 Penalty: 4987.048340
	Iteration 34Q: 3 clusters Score -2751385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2751389.500000 Penalty: 4987.048340
	Iteration 35Q: 3 clusters Score -2751390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2751390.000000 Penalty: 4987.048340
	Iteration 36Q: 3 clusters Score -2751390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2751390.000000 Penalty: 4987.048340
	Iteration 37Q: 3 clusters Score -2751390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2751389.500000 Penalty: 4987.048340
	Iteration 38Q: 3 clusters Score -2751390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2751393.750000 Penalty: 4987.048340
	Iteration 39Q: 3 clusters Score -2751394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2751396.500000 Penalty: 4987.048340
	Iteration 40F: 3 clusters Score -2751396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2751397.250000 Penalty: 4987.048340
	Iteration 41Q: 3 clusters Score -2751397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2751397.000000 Penalty: 4987.048340
	Iteration 42Q: 3 clusters Score -2751397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2751394.500000 Penalty: 4987.048340
	Iteration 43Q: 3 clusters Score -2751394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2751393.750000 Penalty: 4987.048340
	Iteration 44Q: 3 clusters Score -2751394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2751396.000000 Penalty: 4987.048340
	Iteration 45Q: 3 clusters Score -2751396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2751393.250000 Penalty: 4987.048340
	Iteration 46Q: 3 clusters Score -2751393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2751395.000000 Penalty: 4987.048340
	Iteration 47Q: 3 clusters Score -2751395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2751395.000000 Penalty: 4987.048340
	Iteration 48F: 3 clusters Score -2751395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Entering Unmasked Estep 
Score: -4158248.000000 Penalty: 2598.960449
	Iteration 0F: 2 clusters Score -4158248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -4133986.000000 Penalty: 5197.920898
	Iteration 0F: 3 clusters Score -4133986 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4143268.000000 Penalty: 5197.920898
	Iteration 1F: 3 clusters Score -4143268 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4144200.000000 Penalty: 5197.920898
	Iteration 2F: 3 clusters Score -4144200 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4145349.750000 Penalty: 5197.920898
	Iteration 3F: 3 clusters Score -4145350 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -4146724.750000 Penalty: 5197.920898
	Iteration 4F: 3 clusters Score -4146725 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -4148185.750000 Penalty: 5197.920898
	Iteration 5F: 3 clusters Score -4148186 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4149502.500000 Penalty: 5197.920898
	Iteration 6F: 3 clusters Score -4149502 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4150556.000000 Penalty: 5197.920898
	Iteration 7F: 3 clusters Score -4150556 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4151388.500000 Penalty: 5197.920898
	Iteration 8Q: 3 clusters Score -4151388 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4152199.750000 Penalty: 5197.920898
	Iteration 9Q: 3 clusters Score -4152200 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -4152926.750000 Penalty: 5197.920898
	Iteration 10Q: 3 clusters Score -4152927 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -4153569.250000 Penalty: 5197.920898
	Iteration 11Q: 3 clusters Score -4153569 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4154183.500000 Penalty: 5197.920898
	Iteration 12Q: 3 clusters Score -4154184 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4154709.750000 Penalty: 5197.920898
	Iteration 13Q: 3 clusters Score -4154710 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4155115.250000 Penalty: 5197.920898
	Iteration 14Q: 3 clusters Score -4155115 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4155392.250000 Penalty: 5197.920898
	Iteration 15Q: 3 clusters Score -4155392 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4155631.250000 Penalty: 5197.920898
	Iteration 16Q: 3 clusters Score -4155631 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4155786.000000 Penalty: 5197.920898
	Iteration 17Q: 3 clusters Score -4155786 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4155886.000000 Penalty: 5197.920898
	Iteration 18Q: 3 clusters Score -4155886 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4155946.750000 Penalty: 5197.920898
	Iteration 19Q: 3 clusters Score -4155947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4155997.000000 Penalty: 5197.920898
	Iteration 20F: 3 clusters Score -4155997 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4156046.250000 Penalty: 5197.920898
	Iteration 21Q: 3 clusters Score -4156046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4156095.500000 Penalty: 5197.920898
	Iteration 22Q: 3 clusters Score -4156096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4156117.000000 Penalty: 5197.920898
	Iteration 23Q: 3 clusters Score -4156117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4156138.500000 Penalty: 5197.920898
	Iteration 24Q: 3 clusters Score -4156138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4156159.000000 Penalty: 5197.920898
	Iteration 25Q: 3 clusters Score -4156159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4156167.750000 Penalty: 5197.920898
	Iteration 26Q: 3 clusters Score -4156168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4156189.000000 Penalty: 5197.920898
	Iteration 27Q: 3 clusters Score -4156189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4156193.500000 Penalty: 5197.920898
	Iteration 28Q: 3 clusters Score -4156194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4156206.250000 Penalty: 5197.920898
	Iteration 29Q: 3 clusters Score -4156206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4156212.250000 Penalty: 5197.920898
	Iteration 30Q: 3 clusters Score -4156212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4156213.750000 Penalty: 5197.920898
	Iteration 31Q: 3 clusters Score -4156214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4156216.500000 Penalty: 5197.920898
	Iteration 32Q: 3 clusters Score -4156216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4156215.500000 Penalty: 5197.920898
	Iteration 33Q: 3 clusters Score -4156216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4156221.750000 Penalty: 5197.920898
	Iteration 34Q: 3 clusters Score -4156222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4156220.000000 Penalty: 5197.920898
	Iteration 35Q: 3 clusters Score -4156220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4156220.250000 Penalty: 5197.920898
	Iteration 36Q: 3 clusters Score -4156220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4156220.250000 Penalty: 5197.920898
	Iteration 37F: 3 clusters Score -4156220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Entering Unmasked Estep 
Score: -985545.437500 Penalty: 2256.431641
	Iteration 0F: 2 clusters Score -985545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -978564.000000 Penalty: 4512.863281
	Iteration 0F: 3 clusters Score -978564 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -980771.062500 Penalty: 4512.863281
	Iteration 1F: 3 clusters Score -980771.1 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -981299.812500 Penalty: 4512.863281
	Iteration 2F: 3 clusters Score -981299.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -981820.250000 Penalty: 4512.863281
	Iteration 3F: 3 clusters Score -981820.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -982368.375000 Penalty: 4512.863281
	Iteration 4F: 3 clusters Score -982368.4 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -982954.812500 Penalty: 4512.863281
	Iteration 5F: 3 clusters Score -982954.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -983419.875000 Penalty: 4512.863281
	Iteration 6F: 3 clusters Score -983419.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -983775.500000 Penalty: 4512.863281
	Iteration 7Q: 3 clusters Score -983775.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -984017.437500 Penalty: 4512.863281
	Iteration 8Q: 3 clusters Score -984017.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -984172.375000 Penalty: 4512.863281
	Iteration 9Q: 3 clusters Score -984172.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -984262.125000 Penalty: 4512.863281
	Iteration 10Q: 3 clusters Score -984262.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -984325.187500 Penalty: 4512.863281
	Iteration 11Q: 3 clusters Score -984325.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -984381.812500 Penalty: 4512.863281
	Iteration 12Q: 3 clusters Score -984381.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -984433.500000 Penalty: 4512.863281
	Iteration 13Q: 3 clusters Score -984433.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -984472.750000 Penalty: 4512.863281
	Iteration 14Q: 3 clusters Score -984472.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -984495.125000 Penalty: 4512.863281
	Iteration 15Q: 3 clusters Score -984495.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -984516.875000 Penalty: 4512.863281
	Iteration 16Q: 3 clusters Score -984516.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -984537.375000 Penalty: 4512.863281
	Iteration 17Q: 3 clusters Score -984537.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -984557.937500 Penalty: 4512.863281
	Iteration 18Q: 3 clusters Score -984557.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -984579.687500 Penalty: 4512.863281
	Iteration 19Q: 3 clusters Score -984579.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -984592.312500 Penalty: 4512.863281
	Iteration 20F: 3 clusters Score -984592.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -984602.500000 Penalty: 4512.863281
	Iteration 21Q: 3 clusters Score -984602.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -984615.375000 Penalty: 4512.863281
	Iteration 22Q: 3 clusters Score -984615.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -984624.250000 Penalty: 4512.863281
	Iteration 23Q: 3 clusters Score -984624.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -984627.562500 Penalty: 4512.863281
	Iteration 24Q: 3 clusters Score -984627.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -984631.812500 Penalty: 4512.863281
	Iteration 25Q: 3 clusters Score -984631.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -984637.125000 Penalty: 4512.863281
	Iteration 26Q: 3 clusters Score -984637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -984636.125000 Penalty: 4512.863281
	Iteration 27Q: 3 clusters Score -984636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -984635.687500 Penalty: 4512.863281
	Iteration 28Q: 3 clusters Score -984635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -984635.687500 Penalty: 4512.863281
	Iteration 29F: 3 clusters Score -984635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (93453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Entering Unmasked Estep 
Score: -11048480.000000 Penalty: 2838.413086
	Iteration 0F: 2 clusters Score -1.104848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -10986070.000000 Penalty: 5676.826172
	Iteration 0F: 3 clusters Score -1.098607e+07 nChanged 43938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -11011202.000000 Penalty: 5676.826172
	Iteration 1F: 3 clusters Score -1.10112e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -11012211.000000 Penalty: 5676.826172
	Iteration 2Q: 3 clusters Score -1.101221e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -11013514.000000 Penalty: 5676.826172
	Iteration 3Q: 3 clusters Score -1.101351e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -11015505.000000 Penalty: 5676.826172
	Iteration 4Q: 3 clusters Score -1.10155e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -11019142.000000 Penalty: 5676.826172
	Iteration 5F: 3 clusters Score -1.101914e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -11024757.000000 Penalty: 5676.826172
	Iteration 6F: 3 clusters Score -1.102476e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -11031715.000000 Penalty: 5676.826172
	Iteration 7F: 3 clusters Score -1.103172e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -11038192.000000 Penalty: 5676.826172
	Iteration 8F: 3 clusters Score -1.103819e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89140 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -11042275.000000 Penalty: 5676.826172
	Iteration 9Q: 3 clusters Score -1.104228e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -11044407.000000 Penalty: 5676.826172
	Iteration 10Q: 3 clusters Score -1.104441e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11045324.000000 Penalty: 5676.826172
	Iteration 11Q: 3 clusters Score -1.104532e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11045695.000000 Penalty: 5676.826172
	Iteration 12Q: 3 clusters Score -1.10457e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11045826.000000 Penalty: 5676.826172
	Iteration 13Q: 3 clusters Score -1.104583e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93047 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11045911.000000 Penalty: 5676.826172
	Iteration 14Q: 3 clusters Score -1.104591e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11045960.000000 Penalty: 5676.826172
	Iteration 15Q: 3 clusters Score -1.104596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11045984.000000 Penalty: 5676.826172
	Iteration 16Q: 3 clusters Score -1.104598e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93118 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11046025.000000 Penalty: 5676.826172
	Iteration 17Q: 3 clusters Score -1.104602e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11046034.000000 Penalty: 5676.826172
	Iteration 18Q: 3 clusters Score -1.104603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93128 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -11046061.000000 Penalty: 5676.826172
	Iteration 19Q: 3 clusters Score -1.104606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11046063.000000 Penalty: 5676.826172
	Iteration 20F: 3 clusters Score -1.104606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11046072.000000 Penalty: 5676.826172
	Iteration 21Q: 3 clusters Score -1.104607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11046097.000000 Penalty: 5676.826172
	Iteration 22Q: 3 clusters Score -1.10461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11046102.000000 Penalty: 5676.826172
	Iteration 23Q: 3 clusters Score -1.10461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11046104.000000 Penalty: 5676.826172
	Iteration 24Q: 3 clusters Score -1.10461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93136 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11046104.000000 Penalty: 5676.826172
	Iteration 25F: 3 clusters Score -1.10461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Entering Unmasked Estep 
Score: -2674532.500000 Penalty: 2493.854492
	Iteration 0F: 2 clusters Score -2674532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2658288.000000 Penalty: 4987.708984
	Iteration 0F: 3 clusters Score -2658288 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2663956.250000 Penalty: 4987.708984
	Iteration 1F: 3 clusters Score -2663956 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2664335.500000 Penalty: 4987.708984
	Iteration 2F: 3 clusters Score -2664336 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2664650.500000 Penalty: 4987.708984
	Iteration 3Q: 3 clusters Score -2664650 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2664861.750000 Penalty: 4987.708984
	Iteration 4Q: 3 clusters Score -2664862 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2665045.500000 Penalty: 4987.708984
	Iteration 5Q: 3 clusters Score -2665046 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2665236.500000 Penalty: 4987.708984
	Iteration 6Q: 3 clusters Score -2665236 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2665529.250000 Penalty: 4987.708984
	Iteration 7Q: 3 clusters Score -2665529 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2665944.750000 Penalty: 4987.708984
	Iteration 8Q: 3 clusters Score -2665945 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2666571.500000 Penalty: 4987.708984
	Iteration 9Q: 3 clusters Score -2666572 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -2667492.500000 Penalty: 4987.708984
	Iteration 10F: 3 clusters Score -2667492 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2668596.750000 Penalty: 4987.708984
	Iteration 11F: 3 clusters Score -2668597 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2669629.500000 Penalty: 4987.708984
	Iteration 12F: 3 clusters Score -2669630 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2670464.000000 Penalty: 4987.708984
	Iteration 13Q: 3 clusters Score -2670464 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2671080.750000 Penalty: 4987.708984
	Iteration 14Q: 3 clusters Score -2671081 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -2671493.750000 Penalty: 4987.708984
	Iteration 15Q: 3 clusters Score -2671494 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2671816.000000 Penalty: 4987.708984
	Iteration 16Q: 3 clusters Score -2671816 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2672046.000000 Penalty: 4987.708984
	Iteration 17Q: 3 clusters Score -2672046 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2672193.750000 Penalty: 4987.708984
	Iteration 18Q: 3 clusters Score -2672194 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2672306.500000 Penalty: 4987.708984
	Iteration 19Q: 3 clusters Score -2672306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2672363.750000 Penalty: 4987.708984
	Iteration 20F: 3 clusters Score -2672364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2672411.000000 Penalty: 4987.708984
	Iteration 21Q: 3 clusters Score -2672411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2672428.000000 Penalty: 4987.708984
	Iteration 22Q: 3 clusters Score -2672428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2672444.250000 Penalty: 4987.708984
	Iteration 23Q: 3 clusters Score -2672444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -2672454.500000 Penalty: 4987.708984
	Iteration 24Q: 3 clusters Score -2672454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2672461.250000 Penalty: 4987.708984
	Iteration 25Q: 3 clusters Score -2672461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2672465.250000 Penalty: 4987.708984
	Iteration 26Q: 3 clusters Score -2672465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2672468.500000 Penalty: 4987.708984
	Iteration 27Q: 3 clusters Score -2672468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -2672472.000000 Penalty: 4987.708984
	Iteration 28Q: 3 clusters Score -2672472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2672474.750000 Penalty: 4987.708984
	Iteration 29Q: 3 clusters Score -2672475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2672478.500000 Penalty: 4987.708984
	Iteration 30Q: 3 clusters Score -2672478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2672484.250000 Penalty: 4987.708984
	Iteration 31Q: 3 clusters Score -2672484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2672484.250000 Penalty: 4987.708984
	Iteration 32Q: 3 clusters Score -2672484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2672487.250000 Penalty: 4987.708984
	Iteration 33Q: 3 clusters Score -2672487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2672488.250000 Penalty: 4987.708984
	Iteration 34Q: 3 clusters Score -2672488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2672491.250000 Penalty: 4987.708984
	Iteration 35Q: 3 clusters Score -2672491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2672496.750000 Penalty: 4987.708984
	Iteration 36Q: 3 clusters Score -2672497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2672496.750000 Penalty: 4987.708984
	Iteration 37F: 3 clusters Score -2672497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Entering Unmasked Estep 
Score: -1867119.375000 Penalty: 2382.760986
	Iteration 0F: 2 clusters Score -1867119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1856353.875000 Penalty: 4765.521973
	Iteration 0F: 3 clusters Score -1856354 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1859624.125000 Penalty: 4765.521973
	Iteration 1F: 3 clusters Score -1859624 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1859941.375000 Penalty: 4765.521973
	Iteration 2F: 3 clusters Score -1859941 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1860185.625000 Penalty: 4765.521973
	Iteration 3Q: 3 clusters Score -1860186 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1860380.375000 Penalty: 4765.521973
	Iteration 4Q: 3 clusters Score -1860380 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1860533.875000 Penalty: 4765.521973
	Iteration 5Q: 3 clusters Score -1860534 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1860703.625000 Penalty: 4765.521973
	Iteration 6Q: 3 clusters Score -1860704 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1860904.000000 Penalty: 4765.521973
	Iteration 7Q: 3 clusters Score -1860904 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1861149.875000 Penalty: 4765.521973
	Iteration 8Q: 3 clusters Score -1861150 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1861453.125000 Penalty: 4765.521973
	Iteration 9Q: 3 clusters Score -1861453 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1861850.750000 Penalty: 4765.521973
	Iteration 10Q: 3 clusters Score -1861851 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1862390.250000 Penalty: 4765.521973
	Iteration 11F: 3 clusters Score -1862390 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1862978.875000 Penalty: 4765.521973
	Iteration 12F: 3 clusters Score -1862979 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1863554.125000 Penalty: 4765.521973
	Iteration 13Q: 3 clusters Score -1863554 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1864037.125000 Penalty: 4765.521973
	Iteration 14Q: 3 clusters Score -1864037 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1864408.125000 Penalty: 4765.521973
	Iteration 15Q: 3 clusters Score -1864408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1864648.625000 Penalty: 4765.521973
	Iteration 16Q: 3 clusters Score -1864649 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1864781.375000 Penalty: 4765.521973
	Iteration 17Q: 3 clusters Score -1864781 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1864867.000000 Penalty: 4765.521973
	Iteration 18Q: 3 clusters Score -1864867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1864928.875000 Penalty: 4765.521973
	Iteration 19Q: 3 clusters Score -1864929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1864957.875000 Penalty: 4765.521973
	Iteration 20F: 3 clusters Score -1864958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1864979.375000 Penalty: 4765.521973
	Iteration 21Q: 3 clusters Score -1864979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1864990.750000 Penalty: 4765.521973
	Iteration 22Q: 3 clusters Score -1864991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1865003.375000 Penalty: 4765.521973
	Iteration 23Q: 3 clusters Score -1865003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1865012.625000 Penalty: 4765.521973
	Iteration 24Q: 3 clusters Score -1865013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1865019.000000 Penalty: 4765.521973
	Iteration 25Q: 3 clusters Score -1865019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1865019.875000 Penalty: 4765.521973
	Iteration 26Q: 3 clusters Score -1865020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1865022.625000 Penalty: 4765.521973
	Iteration 27Q: 3 clusters Score -1865023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1865027.750000 Penalty: 4765.521973
	Iteration 28Q: 3 clusters Score -1865028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1865031.500000 Penalty: 4765.521973
	Iteration 29Q: 3 clusters Score -1865032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1865035.625000 Penalty: 4765.521973
	Iteration 30Q: 3 clusters Score -1865036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1865037.500000 Penalty: 4765.521973
	Iteration 31Q: 3 clusters Score -1865038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1865037.500000 Penalty: 4765.521973
	Iteration 32F: 3 clusters Score -1865038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Entering Unmasked Estep 
Score: -2511444.750000 Penalty: 2455.953125
	Iteration 0F: 2 clusters Score -2511445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2497363.750000 Penalty: 4911.906250
	Iteration 0F: 3 clusters Score -2497364 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2501974.750000 Penalty: 4911.906250
	Iteration 1F: 3 clusters Score -2501975 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2502272.250000 Penalty: 4911.906250
	Iteration 2Q: 3 clusters Score -2502272 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2502524.250000 Penalty: 4911.906250
	Iteration 3Q: 3 clusters Score -2502524 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2502788.250000 Penalty: 4911.906250
	Iteration 4Q: 3 clusters Score -2502788 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2503085.750000 Penalty: 4911.906250
	Iteration 5Q: 3 clusters Score -2503086 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2503482.750000 Penalty: 4911.906250
	Iteration 6Q: 3 clusters Score -2503483 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2504048.500000 Penalty: 4911.906250
	Iteration 7Q: 3 clusters Score -2504048 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2504902.500000 Penalty: 4911.906250
	Iteration 8F: 3 clusters Score -2504902 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2505975.250000 Penalty: 4911.906250
	Iteration 9F: 3 clusters Score -2505975 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2507106.250000 Penalty: 4911.906250
	Iteration 10F: 3 clusters Score -2507106 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2508048.000000 Penalty: 4911.906250
	Iteration 11Q: 3 clusters Score -2508048 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2508594.000000 Penalty: 4911.906250
	Iteration 12Q: 3 clusters Score -2508594 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2508915.500000 Penalty: 4911.906250
	Iteration 13Q: 3 clusters Score -2508916 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2509085.250000 Penalty: 4911.906250
	Iteration 14Q: 3 clusters Score -2509085 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2509164.000000 Penalty: 4911.906250
	Iteration 15Q: 3 clusters Score -2509164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2509228.500000 Penalty: 4911.906250
	Iteration 16Q: 3 clusters Score -2509228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2509250.000000 Penalty: 4911.906250
	Iteration 17Q: 3 clusters Score -2509250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2509272.500000 Penalty: 4911.906250
	Iteration 18Q: 3 clusters Score -2509272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2509297.500000 Penalty: 4911.906250
	Iteration 19Q: 3 clusters Score -2509298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2509313.250000 Penalty: 4911.906250
	Iteration 20F: 3 clusters Score -2509313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2509322.250000 Penalty: 4911.906250
	Iteration 21Q: 3 clusters Score -2509322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2509326.750000 Penalty: 4911.906250
	Iteration 22Q: 3 clusters Score -2509327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2509325.750000 Penalty: 4911.906250
	Iteration 23Q: 3 clusters Score -2509326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2509325.750000 Penalty: 4911.906250
	Iteration 24F: 3 clusters Score -2509326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Entering Unmasked Estep 
Score: -6872209.500000 Penalty: 2730.586914
	Iteration 0F: 2 clusters Score -6872210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -6831637.500000 Penalty: 5461.173828
	Iteration 0F: 3 clusters Score -6831638 nChanged 28176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -6847829.000000 Penalty: 5461.173828
	Iteration 1F: 3 clusters Score -6847829 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -6849099.000000 Penalty: 5461.173828
	Iteration 2Q: 3 clusters Score -6849099 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -6850647.000000 Penalty: 5461.173828
	Iteration 3F: 3 clusters Score -6850647 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -6852614.000000 Penalty: 5461.173828
	Iteration 4F: 3 clusters Score -6852614 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -6854964.500000 Penalty: 5461.173828
	Iteration 5F: 3 clusters Score -6854964 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -6857473.000000 Penalty: 5461.173828
	Iteration 6F: 3 clusters Score -6857473 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -6859837.500000 Penalty: 5461.173828
	Iteration 7F: 3 clusters Score -6859838 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -6862014.500000 Penalty: 5461.173828
	Iteration 8Q: 3 clusters Score -6862014 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -6863605.500000 Penalty: 5461.173828
	Iteration 9Q: 3 clusters Score -6863606 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -6864858.000000 Penalty: 5461.173828
	Iteration 10Q: 3 clusters Score -6864858 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -6865727.000000 Penalty: 5461.173828
	Iteration 11Q: 3 clusters Score -6865727 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -6866505.500000 Penalty: 5461.173828
	Iteration 12Q: 3 clusters Score -6866506 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -6867152.500000 Penalty: 5461.173828
	Iteration 13Q: 3 clusters Score -6867152 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -6867632.000000 Penalty: 5461.173828
	Iteration 14Q: 3 clusters Score -6867632 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -6868108.000000 Penalty: 5461.173828
	Iteration 15Q: 3 clusters Score -6868108 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6868520.000000 Penalty: 5461.173828
	Iteration 16Q: 3 clusters Score -6868520 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6868822.500000 Penalty: 5461.173828
	Iteration 17Q: 3 clusters Score -6868822 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6869110.500000 Penalty: 5461.173828
	Iteration 18Q: 3 clusters Score -6869110 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6869362.500000 Penalty: 5461.173828
	Iteration 19Q: 3 clusters Score -6869362 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6869481.500000 Penalty: 5461.173828
	Iteration 20F: 3 clusters Score -6869482 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6869594.000000 Penalty: 5461.173828
	Iteration 21Q: 3 clusters Score -6869594 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -6869672.500000 Penalty: 5461.173828
	Iteration 22Q: 3 clusters Score -6869672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6869734.000000 Penalty: 5461.173828
	Iteration 23Q: 3 clusters Score -6869734 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6869800.500000 Penalty: 5461.173828
	Iteration 24Q: 3 clusters Score -6869800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6869851.500000 Penalty: 5461.173828
	Iteration 25Q: 3 clusters Score -6869852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6869895.500000 Penalty: 5461.173828
	Iteration 26Q: 3 clusters Score -6869896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6869926.500000 Penalty: 5461.173828
	Iteration 27Q: 3 clusters Score -6869926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6869931.000000 Penalty: 5461.173828
	Iteration 28Q: 3 clusters Score -6869931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -6869949.500000 Penalty: 5461.173828
	Iteration 29Q: 3 clusters Score -6869950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6869970.500000 Penalty: 5461.173828
	Iteration 30Q: 3 clusters Score -6869970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6869985.500000 Penalty: 5461.173828
	Iteration 31Q: 3 clusters Score -6869986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6869993.500000 Penalty: 5461.173828
	Iteration 32Q: 3 clusters Score -6869994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6869998.000000 Penalty: 5461.173828
	Iteration 33Q: 3 clusters Score -6869998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6870004.000000 Penalty: 5461.173828
	Iteration 34Q: 3 clusters Score -6870004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6870011.500000 Penalty: 5461.173828
	Iteration 35Q: 3 clusters Score -6870012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6870013.000000 Penalty: 5461.173828
	Iteration 36Q: 3 clusters Score -6870013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6870031.500000 Penalty: 5461.173828
	Iteration 37Q: 3 clusters Score -6870032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6870028.500000 Penalty: 5461.173828
	Iteration 38Q: 3 clusters Score -6870028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6870034.000000 Penalty: 5461.173828
	Iteration 39Q: 3 clusters Score -6870034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6870035.500000 Penalty: 5461.173828
	Iteration 40F: 3 clusters Score -6870036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6870040.500000 Penalty: 5461.173828
	Iteration 41Q: 3 clusters Score -6870040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6870047.000000 Penalty: 5461.173828
	Iteration 42Q: 3 clusters Score -6870047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6870051.500000 Penalty: 5461.173828
	Iteration 43Q: 3 clusters Score -6870052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6870053.000000 Penalty: 5461.173828
	Iteration 44Q: 3 clusters Score -6870053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6870061.000000 Penalty: 5461.173828
	Iteration 45Q: 3 clusters Score -6870061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6870057.000000 Penalty: 5461.173828
	Iteration 46Q: 3 clusters Score -6870057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6870066.000000 Penalty: 5461.173828
	Iteration 47Q: 3 clusters Score -6870066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6870063.500000 Penalty: 5461.173828
	Iteration 48Q: 3 clusters Score -6870064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6870060.500000 Penalty: 5461.173828
	Iteration 49Q: 3 clusters Score -6870060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6870064.500000 Penalty: 5461.173828
	Iteration 50Q: 3 clusters Score -6870064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6870068.000000 Penalty: 5461.173828
	Iteration 51Q: 3 clusters Score -6870068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6870069.000000 Penalty: 5461.173828
	Iteration 52Q: 3 clusters Score -6870069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6870075.000000 Penalty: 5461.173828
	Iteration 53Q: 3 clusters Score -6870075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6870071.000000 Penalty: 5461.173828
	Iteration 54Q: 3 clusters Score -6870071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6870066.500000 Penalty: 5461.173828
	Iteration 55Q: 3 clusters Score -6870066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6870066.500000 Penalty: 5461.173828
	Iteration 56F: 3 clusters Score -6870066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Entering Unmasked Estep 
Score: -2972121.500000 Penalty: 2536.937012
	Iteration 0F: 2 clusters Score -2972122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2953020.250000 Penalty: 5073.874023
	Iteration 0F: 3 clusters Score -2953020 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2960180.500000 Penalty: 5073.874023
	Iteration 1F: 3 clusters Score -2960180 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2961113.250000 Penalty: 5073.874023
	Iteration 2F: 3 clusters Score -2961113 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2962038.750000 Penalty: 5073.874023
	Iteration 3F: 3 clusters Score -2962039 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2962912.500000 Penalty: 5073.874023
	Iteration 4F: 3 clusters Score -2962912 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2963757.000000 Penalty: 5073.874023
	Iteration 5F: 3 clusters Score -2963757 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2964571.750000 Penalty: 5073.874023
	Iteration 6F: 3 clusters Score -2964572 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2965419.750000 Penalty: 5073.874023
	Iteration 7F: 3 clusters Score -2965420 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2966256.000000 Penalty: 5073.874023
	Iteration 8Q: 3 clusters Score -2966256 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2967068.000000 Penalty: 5073.874023
	Iteration 9Q: 3 clusters Score -2967068 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2967852.500000 Penalty: 5073.874023
	Iteration 10Q: 3 clusters Score -2967852 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2968439.500000 Penalty: 5073.874023
	Iteration 11Q: 3 clusters Score -2968440 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2968947.750000 Penalty: 5073.874023
	Iteration 12Q: 3 clusters Score -2968948 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2969325.000000 Penalty: 5073.874023
	Iteration 13Q: 3 clusters Score -2969325 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2969590.500000 Penalty: 5073.874023
	Iteration 14Q: 3 clusters Score -2969590 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2969816.750000 Penalty: 5073.874023
	Iteration 15Q: 3 clusters Score -2969817 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2969972.750000 Penalty: 5073.874023
	Iteration 16Q: 3 clusters Score -2969973 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2970081.500000 Penalty: 5073.874023
	Iteration 17Q: 3 clusters Score -2970082 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2970155.500000 Penalty: 5073.874023
	Iteration 18Q: 3 clusters Score -2970156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2970222.750000 Penalty: 5073.874023
	Iteration 19Q: 3 clusters Score -2970223 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2970278.000000 Penalty: 5073.874023
	Iteration 20F: 3 clusters Score -2970278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2970338.500000 Penalty: 5073.874023
	Iteration 21Q: 3 clusters Score -2970338 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2970367.250000 Penalty: 5073.874023
	Iteration 22Q: 3 clusters Score -2970367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2970394.000000 Penalty: 5073.874023
	Iteration 23Q: 3 clusters Score -2970394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2970424.750000 Penalty: 5073.874023
	Iteration 24Q: 3 clusters Score -2970425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2970436.000000 Penalty: 5073.874023
	Iteration 25Q: 3 clusters Score -2970436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2970442.250000 Penalty: 5073.874023
	Iteration 26Q: 3 clusters Score -2970442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2970452.500000 Penalty: 5073.874023
	Iteration 27Q: 3 clusters Score -2970452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2970457.000000 Penalty: 5073.874023
	Iteration 28Q: 3 clusters Score -2970457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2970461.250000 Penalty: 5073.874023
	Iteration 29Q: 3 clusters Score -2970461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2970471.000000 Penalty: 5073.874023
	Iteration 30Q: 3 clusters Score -2970471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2970471.750000 Penalty: 5073.874023
	Iteration 31Q: 3 clusters Score -2970472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2970473.000000 Penalty: 5073.874023
	Iteration 32Q: 3 clusters Score -2970473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2970473.750000 Penalty: 5073.874023
	Iteration 33Q: 3 clusters Score -2970474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2970478.250000 Penalty: 5073.874023
	Iteration 34Q: 3 clusters Score -2970478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2970483.500000 Penalty: 5073.874023
	Iteration 35Q: 3 clusters Score -2970484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2970487.250000 Penalty: 5073.874023
	Iteration 36Q: 3 clusters Score -2970487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2970490.750000 Penalty: 5073.874023
	Iteration 37Q: 3 clusters Score -2970491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2970491.750000 Penalty: 5073.874023
	Iteration 38Q: 3 clusters Score -2970492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2970493.750000 Penalty: 5073.874023
	Iteration 39Q: 3 clusters Score -2970494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2970490.750000 Penalty: 5073.874023
	Iteration 40F: 3 clusters Score -2970491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2970492.750000 Penalty: 5073.874023
	Iteration 41Q: 3 clusters Score -2970493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2970496.500000 Penalty: 5073.874023
	Iteration 42Q: 3 clusters Score -2970496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2970498.750000 Penalty: 5073.874023
	Iteration 43Q: 3 clusters Score -2970499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2970497.750000 Penalty: 5073.874023
	Iteration 44Q: 3 clusters Score -2970498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2970500.250000 Penalty: 5073.874023
	Iteration 45Q: 3 clusters Score -2970500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2970498.750000 Penalty: 5073.874023
	Iteration 46Q: 3 clusters Score -2970499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2970496.500000 Penalty: 5073.874023
	Iteration 47Q: 3 clusters Score -2970496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2970498.750000 Penalty: 5073.874023
	Iteration 48Q: 3 clusters Score -2970499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2970498.750000 Penalty: 5073.874023
	Iteration 49F: 3 clusters Score -2970499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -736130.625000 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -736130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -730365.062500 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -730365.1 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -732148.812500 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -732148.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -732613.937500 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -732613.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -732913.000000 Penalty: 4395.370117
	Iteration 3F: 3 clusters Score -732913 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -733117.187500 Penalty: 4395.370117
	Iteration 4Q: 3 clusters Score -733117.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -733283.562500 Penalty: 4395.370117
	Iteration 5Q: 3 clusters Score -733283.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -733426.562500 Penalty: 4395.370117
	Iteration 6Q: 3 clusters Score -733426.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -733559.250000 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -733559.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -733663.312500 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -733663.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -733753.875000 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -733753.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -733833.625000 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -733833.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -733903.937500 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -733903.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -733966.625000 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -733966.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -734009.625000 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -734009.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -734050.000000 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -734050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -734074.375000 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -734074.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -734096.312500 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -734096.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -734125.625000 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -734125.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -734144.437500 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -734144.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -734162.000000 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -734162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -734176.750000 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -734176.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -734188.625000 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -734188.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -734203.500000 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -734203.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -734219.750000 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -734219.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -734233.437500 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -734233.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -734243.125000 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -734243.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -734252.062500 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -734252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -734259.375000 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -734259.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -734266.062500 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -734266.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -734270.750000 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -734270.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -734275.625000 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -734275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -734280.187500 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -734280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -734281.687500 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -734281.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -734283.625000 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -734283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -734285.000000 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -734285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -734289.562500 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -734289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -734291.250000 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -734291.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -734296.812500 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -734296.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -734301.375000 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -734301.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -734306.250000 Penalty: 4395.370117
	Iteration 39Q: 3 clusters Score -734306.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -734309.562500 Penalty: 4395.370117
	Iteration 40F: 3 clusters Score -734309.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -734313.687500 Penalty: 4395.370117
	Iteration 41Q: 3 clusters Score -734313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -734315.875000 Penalty: 4395.370117
	Iteration 42Q: 3 clusters Score -734315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -734318.500000 Penalty: 4395.370117
	Iteration 43Q: 3 clusters Score -734318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -734321.375000 Penalty: 4395.370117
	Iteration 44Q: 3 clusters Score -734321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -734323.562500 Penalty: 4395.370117
	Iteration 45Q: 3 clusters Score -734323.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -734325.250000 Penalty: 4395.370117
	Iteration 46Q: 3 clusters Score -734325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -734327.250000 Penalty: 4395.370117
	Iteration 47Q: 3 clusters Score -734327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -734328.250000 Penalty: 4395.370117
	Iteration 48Q: 3 clusters Score -734328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -734328.750000 Penalty: 4395.370117
	Iteration 49Q: 3 clusters Score -734328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -734328.125000 Penalty: 4395.370117
	Iteration 50Q: 3 clusters Score -734328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -734329.187500 Penalty: 4395.370117
	Iteration 51Q: 3 clusters Score -734329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -734331.125000 Penalty: 4395.370117
	Iteration 52Q: 3 clusters Score -734331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -734332.062500 Penalty: 4395.370117
	Iteration 53Q: 3 clusters Score -734332.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -734330.875000 Penalty: 4395.370117
	Iteration 54Q: 3 clusters Score -734330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -734333.125000 Penalty: 4395.370117
	Iteration 55Q: 3 clusters Score -734333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -734333.625000 Penalty: 4395.370117
	Iteration 56Q: 3 clusters Score -734333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -734335.562500 Penalty: 4395.370117
	Iteration 57Q: 3 clusters Score -734335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -734335.437500 Penalty: 4395.370117
	Iteration 58Q: 3 clusters Score -734335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -734337.125000 Penalty: 4395.370117
	Iteration 59Q: 3 clusters Score -734337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -734338.437500 Penalty: 4395.370117
	Iteration 60F: 3 clusters Score -734338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -734338.625000 Penalty: 4395.370117
	Iteration 61Q: 3 clusters Score -734338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -734340.437500 Penalty: 4395.370117
	Iteration 62Q: 3 clusters Score -734340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -734339.812500 Penalty: 4395.370117
	Iteration 63Q: 3 clusters Score -734339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -734339.812500 Penalty: 4395.370117
	Iteration 64F: 3 clusters Score -734339.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Entering Unmasked Estep 
Score: -3946956.000000 Penalty: 2610.240967
	Iteration 0F: 2 clusters Score -3946956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3921664.000000 Penalty: 5220.481934
	Iteration 0F: 3 clusters Score -3921664 nChanged 17025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3931969.500000 Penalty: 5220.481934
	Iteration 1F: 3 clusters Score -3931970 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3933906.250000 Penalty: 5220.481934
	Iteration 2F: 3 clusters Score -3933906 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3936089.250000 Penalty: 5220.481934
	Iteration 3F: 3 clusters Score -3936089 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3938086.000000 Penalty: 5220.481934
	Iteration 4F: 3 clusters Score -3938086 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3939644.000000 Penalty: 5220.481934
	Iteration 5F: 3 clusters Score -3939644 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3940637.000000 Penalty: 5220.481934
	Iteration 6F: 3 clusters Score -3940637 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3941404.250000 Penalty: 5220.481934
	Iteration 7Q: 3 clusters Score -3941404 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3941956.000000 Penalty: 5220.481934
	Iteration 8Q: 3 clusters Score -3941956 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3942478.000000 Penalty: 5220.481934
	Iteration 9Q: 3 clusters Score -3942478 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3943024.750000 Penalty: 5220.481934
	Iteration 10Q: 3 clusters Score -3943025 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3943657.250000 Penalty: 5220.481934
	Iteration 11Q: 3 clusters Score -3943657 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3944358.000000 Penalty: 5220.481934
	Iteration 12Q: 3 clusters Score -3944358 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3945006.500000 Penalty: 5220.481934
	Iteration 13Q: 3 clusters Score -3945006 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3945623.750000 Penalty: 5220.481934
	Iteration 14Q: 3 clusters Score -3945624 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3946060.500000 Penalty: 5220.481934
	Iteration 15Q: 3 clusters Score -3946060 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3946420.500000 Penalty: 5220.481934
	Iteration 16Q: 3 clusters Score -3946420 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3946647.250000 Penalty: 5220.481934
	Iteration 17Q: 3 clusters Score -3946647 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3946871.500000 Penalty: 5220.481934
	Iteration 18Q: 3 clusters Score -3946872 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -3947040.000000 Penalty: 5220.481934
	Iteration 19Q: 3 clusters Score -3947040 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -3947181.500000 Penalty: 5220.481934
	Iteration 20F: 3 clusters Score -3947182 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3947257.000000 Penalty: 5220.481934
	Iteration 21Q: 3 clusters Score -3947257 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -3947310.500000 Penalty: 5220.481934
	Iteration 22Q: 3 clusters Score -3947310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3947375.000000 Penalty: 5220.481934
	Iteration 23Q: 3 clusters Score -3947375 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -3947428.750000 Penalty: 5220.481934
	Iteration 24Q: 3 clusters Score -3947429 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -3947460.000000 Penalty: 5220.481934
	Iteration 25Q: 3 clusters Score -3947460 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -3947501.750000 Penalty: 5220.481934
	Iteration 26Q: 3 clusters Score -3947502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3947510.000000 Penalty: 5220.481934
	Iteration 27Q: 3 clusters Score -3947510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3947526.250000 Penalty: 5220.481934
	Iteration 28Q: 3 clusters Score -3947526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -3947528.000000 Penalty: 5220.481934
	Iteration 29Q: 3 clusters Score -3947528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -3947525.250000 Penalty: 5220.481934
	Iteration 30Q: 3 clusters Score -3947525 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -3947567.250000 Penalty: 5220.481934
	Iteration 31Q: 3 clusters Score -3947567 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3947575.500000 Penalty: 5220.481934
	Iteration 32Q: 3 clusters Score -3947576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -3947590.250000 Penalty: 5220.481934
	Iteration 33Q: 3 clusters Score -3947590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3947608.000000 Penalty: 5220.481934
	Iteration 34Q: 3 clusters Score -3947608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -3947608.000000 Penalty: 5220.481934
	Iteration 35Q: 3 clusters Score -3947608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3947618.250000 Penalty: 5220.481934
	Iteration 36Q: 3 clusters Score -3947618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -3947621.250000 Penalty: 5220.481934
	Iteration 37Q: 3 clusters Score -3947621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -3947623.500000 Penalty: 5220.481934
	Iteration 38Q: 3 clusters Score -3947624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -3947629.250000 Penalty: 5220.481934
	Iteration 39Q: 3 clusters Score -3947629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -3947629.500000 Penalty: 5220.481934
	Iteration 40F: 3 clusters Score -3947630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -3947633.000000 Penalty: 5220.481934
	Iteration 41Q: 3 clusters Score -3947633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3947631.000000 Penalty: 5220.481934
	Iteration 42Q: 3 clusters Score -3947631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -3947637.000000 Penalty: 5220.481934
	Iteration 43Q: 3 clusters Score -3947637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3947643.750000 Penalty: 5220.481934
	Iteration 44Q: 3 clusters Score -3947644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -3947643.000000 Penalty: 5220.481934
	Iteration 45Q: 3 clusters Score -3947643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3947652.500000 Penalty: 5220.481934
	Iteration 46Q: 3 clusters Score -3947652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3947650.000000 Penalty: 5220.481934
	Iteration 47Q: 3 clusters Score -3947650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -3947651.250000 Penalty: 5220.481934
	Iteration 48Q: 3 clusters Score -3947651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3947661.000000 Penalty: 5220.481934
	Iteration 49Q: 3 clusters Score -3947661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3947667.000000 Penalty: 5220.481934
	Iteration 50Q: 3 clusters Score -3947667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -3947669.250000 Penalty: 5220.481934
	Iteration 51Q: 3 clusters Score -3947669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3947665.000000 Penalty: 5220.481934
	Iteration 52Q: 3 clusters Score -3947665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -3947679.250000 Penalty: 5220.481934
	Iteration 53Q: 3 clusters Score -3947679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3947669.500000 Penalty: 5220.481934
	Iteration 54Q: 3 clusters Score -3947670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -3947670.250000 Penalty: 5220.481934
	Iteration 55Q: 3 clusters Score -3947670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -3947672.750000 Penalty: 5220.481934
	Iteration 56Q: 3 clusters Score -3947673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -3947672.250000 Penalty: 5220.481934
	Iteration 57Q: 3 clusters Score -3947672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -3947673.250000 Penalty: 5220.481934
	Iteration 58Q: 3 clusters Score -3947673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -3947673.750000 Penalty: 5220.481934
	Iteration 59Q: 3 clusters Score -3947674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -3947681.500000 Penalty: 5220.481934
	Iteration 60F: 3 clusters Score -3947682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3947687.250000 Penalty: 5220.481934
	Iteration 61Q: 3 clusters Score -3947687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -3947680.500000 Penalty: 5220.481934
	Iteration 62Q: 3 clusters Score -3947680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -3947679.500000 Penalty: 5220.481934
	Iteration 63Q: 3 clusters Score -3947680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -3947684.500000 Penalty: 5220.481934
	Iteration 64Q: 3 clusters Score -3947684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -3947680.000000 Penalty: 5220.481934
	Iteration 65Q: 3 clusters Score -3947680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -3947688.750000 Penalty: 5220.481934
	Iteration 66Q: 3 clusters Score -3947689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3947693.000000 Penalty: 5220.481934
	Iteration 67Q: 3 clusters Score -3947693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -3947695.250000 Penalty: 5220.481934
	Iteration 68Q: 3 clusters Score -3947695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -3947698.000000 Penalty: 5220.481934
	Iteration 69Q: 3 clusters Score -3947698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -3947703.750000 Penalty: 5220.481934
	Iteration 70Q: 3 clusters Score -3947704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -3947708.000000 Penalty: 5220.481934
	Iteration 71Q: 3 clusters Score -3947708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3947707.000000 Penalty: 5220.481934
	Iteration 72Q: 3 clusters Score -3947707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -3947712.750000 Penalty: 5220.481934
	Iteration 73Q: 3 clusters Score -3947713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3947707.750000 Penalty: 5220.481934
	Iteration 74Q: 3 clusters Score -3947708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -3947715.250000 Penalty: 5220.481934
	Iteration 75Q: 3 clusters Score -3947715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -3947721.000000 Penalty: 5220.481934
	Iteration 76Q: 3 clusters Score -3947721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -3947714.250000 Penalty: 5220.481934
	Iteration 77Q: 3 clusters Score -3947714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3947719.500000 Penalty: 5220.481934
	Iteration 78Q: 3 clusters Score -3947720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3947723.750000 Penalty: 5220.481934
	Iteration 79Q: 3 clusters Score -3947724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -3947726.750000 Penalty: 5220.481934
	Iteration 80F: 3 clusters Score -3947727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3947728.750000 Penalty: 5220.481934
	Iteration 81Q: 3 clusters Score -3947729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -3947727.000000 Penalty: 5220.481934
	Iteration 82Q: 3 clusters Score -3947727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -3947718.750000 Penalty: 5220.481934
	Iteration 83Q: 3 clusters Score -3947719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -3947718.500000 Penalty: 5220.481934
	Iteration 84Q: 3 clusters Score -3947718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3947726.000000 Penalty: 5220.481934
	Iteration 85Q: 3 clusters Score -3947726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3947725.250000 Penalty: 5220.481934
	Iteration 86Q: 3 clusters Score -3947725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -3947726.250000 Penalty: 5220.481934
	Iteration 87Q: 3 clusters Score -3947726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -3947730.750000 Penalty: 5220.481934
	Iteration 88Q: 3 clusters Score -3947731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3947728.750000 Penalty: 5220.481934
	Iteration 89Q: 3 clusters Score -3947729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3947729.250000 Penalty: 5220.481934
	Iteration 90Q: 3 clusters Score -3947729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3947730.000000 Penalty: 5220.481934
	Iteration 91Q: 3 clusters Score -3947730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -3947729.750000 Penalty: 5220.481934
	Iteration 92Q: 3 clusters Score -3947730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -3947732.500000 Penalty: 5220.481934
	Iteration 93Q: 3 clusters Score -3947732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -3947733.500000 Penalty: 5220.481934
	Iteration 94Q: 3 clusters Score -3947734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3947737.000000 Penalty: 5220.481934
	Iteration 95Q: 3 clusters Score -3947737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3947736.000000 Penalty: 5220.481934
	Iteration 96Q: 3 clusters Score -3947736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3947736.000000 Penalty: 5220.481934
	Iteration 97F: 3 clusters Score -3947736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257298 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23261 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93453 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14882 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27711 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 4614 members 
Mstep: Class 37 contains 177951 members 
Mstep: Class 38 contains 44938 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129425 members 
Mstep: Class 44 contains 19668 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 32627 members 
Entering Unmasked Estep 
Score: -225959632.000000 Penalty: 165589.750000
Splitting cluster 36 changes total score from -225960176.000000 to -225959632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (177951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177951 members 
Entering Unmasked Estep 
Score: -20584376.000000 Penalty: 2998.137451
	Iteration 0F: 2 clusters Score -2.058438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -20465786.000000 Penalty: 5996.274902
	Iteration 0F: 3 clusters Score -2.046579e+07 nChanged 85373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -20515676.000000 Penalty: 5996.274902
	Iteration 1F: 3 clusters Score -2.051568e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 99408 members 
Entering Unmasked Estep 
Score: -20517236.000000 Penalty: 5996.274902
	Iteration 2Q: 3 clusters Score -2.051724e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -20520166.000000 Penalty: 5996.274902
	Iteration 3Q: 3 clusters Score -2.052017e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 116034 members 
Entering Unmasked Estep 
Score: -20526340.000000 Penalty: 5996.274902
	Iteration 4F: 3 clusters Score -2.052634e+07 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 129926 members 
Entering Unmasked Estep 
Score: -20537124.000000 Penalty: 5996.274902
	Iteration 5F: 3 clusters Score -2.053712e+07 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 145961 members 
Entering Unmasked Estep 
Score: -20552184.000000 Penalty: 5996.274902
	Iteration 6F: 3 clusters Score -2.055218e+07 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 160114 members 
Entering Unmasked Estep 
Score: -20566002.000000 Penalty: 5996.274902
	Iteration 7F: 3 clusters Score -2.0566e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -20574844.000000 Penalty: 5996.274902
	Iteration 8F: 3 clusters Score -2.057484e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 174152 members 
Entering Unmasked Estep 
Score: -20579038.000000 Penalty: 5996.274902
	Iteration 9Q: 3 clusters Score -2.057904e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -20580676.000000 Penalty: 5996.274902
	Iteration 10Q: 3 clusters Score -2.058068e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 176881 members 
Entering Unmasked Estep 
Score: -20581310.000000 Penalty: 5996.274902
	Iteration 11Q: 3 clusters Score -2.058131e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 177172 members 
Entering Unmasked Estep 
Score: -20581538.000000 Penalty: 5996.274902
	Iteration 12Q: 3 clusters Score -2.058154e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 177295 members 
Entering Unmasked Estep 
Score: -20581698.000000 Penalty: 5996.274902
	Iteration 13Q: 3 clusters Score -2.05817e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 177355 members 
Entering Unmasked Estep 
Score: -20581826.000000 Penalty: 5996.274902
	Iteration 14Q: 3 clusters Score -2.058183e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 177384 members 
Entering Unmasked Estep 
Score: -20581880.000000 Penalty: 5996.274902
	Iteration 15Q: 3 clusters Score -2.058188e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 177395 members 
Entering Unmasked Estep 
Score: -20581950.000000 Penalty: 5996.274902
	Iteration 16Q: 3 clusters Score -2.058195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 177391 members 
Entering Unmasked Estep 
Score: -20581982.000000 Penalty: 5996.274902
	Iteration 17Q: 3 clusters Score -2.058198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 177381 members 
Entering Unmasked Estep 
Score: -20581996.000000 Penalty: 5996.274902
	Iteration 18Q: 3 clusters Score -2.0582e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 177377 members 
Entering Unmasked Estep 
Score: -20582020.000000 Penalty: 5996.274902
	Iteration 19Q: 3 clusters Score -2.058202e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 177370 members 
Entering Unmasked Estep 
Score: -20582024.000000 Penalty: 5996.274902
	Iteration 20F: 3 clusters Score -2.058202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -20582028.000000 Penalty: 5996.274902
	Iteration 21Q: 3 clusters Score -2.058203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -20582042.000000 Penalty: 5996.274902
	Iteration 22Q: 3 clusters Score -2.058204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -20582030.000000 Penalty: 5996.274902
	Iteration 23Q: 3 clusters Score -2.058203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 177368 members 
Entering Unmasked Estep 
Score: -20582052.000000 Penalty: 5996.274902
	Iteration 24Q: 3 clusters Score -2.058205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -20582048.000000 Penalty: 5996.274902
	Iteration 25Q: 3 clusters Score -2.058205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 177369 members 
Entering Unmasked Estep 
Score: -20582048.000000 Penalty: 5996.274902
	Iteration 26Q: 3 clusters Score -2.058205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -20582062.000000 Penalty: 5996.274902
	Iteration 27Q: 3 clusters Score -2.058206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -20582064.000000 Penalty: 5996.274902
	Iteration 28Q: 3 clusters Score -2.058206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 177362 members 
Entering Unmasked Estep 
Score: -20582066.000000 Penalty: 5996.274902
	Iteration 29Q: 3 clusters Score -2.058207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -20582082.000000 Penalty: 5996.274902
	Iteration 30Q: 3 clusters Score -2.058208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -20582068.000000 Penalty: 5996.274902
	Iteration 31Q: 3 clusters Score -2.058207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -20582084.000000 Penalty: 5996.274902
	Iteration 32Q: 3 clusters Score -2.058208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -20582080.000000 Penalty: 5996.274902
	Iteration 33Q: 3 clusters Score -2.058208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -20582076.000000 Penalty: 5996.274902
	Iteration 34Q: 3 clusters Score -2.058208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 177361 members 
Entering Unmasked Estep 
Score: -20582076.000000 Penalty: 5996.274902
	Iteration 35F: 3 clusters Score -2.058208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Entering Unmasked Estep 
Score: -5232288.000000 Penalty: 2656.833740
	Iteration 0F: 2 clusters Score -5232288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5201916.500000 Penalty: 5313.667480
	Iteration 0F: 3 clusters Score -5201916 nChanged 20672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -5213395.000000 Penalty: 5313.667480
	Iteration 1F: 3 clusters Score -5213395 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -5214050.000000 Penalty: 5313.667480
	Iteration 2Q: 3 clusters Score -5214050 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5214821.000000 Penalty: 5313.667480
	Iteration 3Q: 3 clusters Score -5214821 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5215896.500000 Penalty: 5313.667480
	Iteration 4Q: 3 clusters Score -5215896 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5217430.000000 Penalty: 5313.667480
	Iteration 5F: 3 clusters Score -5217430 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5219328.000000 Penalty: 5313.667480
	Iteration 6F: 3 clusters Score -5219328 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -5221214.500000 Penalty: 5313.667480
	Iteration 7F: 3 clusters Score -5221214 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -5223000.000000 Penalty: 5313.667480
	Iteration 8F: 3 clusters Score -5223000 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -5224673.000000 Penalty: 5313.667480
	Iteration 9F: 3 clusters Score -5224673 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -5226111.000000 Penalty: 5313.667480
	Iteration 10F: 3 clusters Score -5226111 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -5227192.500000 Penalty: 5313.667480
	Iteration 11Q: 3 clusters Score -5227192 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -5227862.500000 Penalty: 5313.667480
	Iteration 12Q: 3 clusters Score -5227862 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5228287.500000 Penalty: 5313.667480
	Iteration 13Q: 3 clusters Score -5228288 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5228618.500000 Penalty: 5313.667480
	Iteration 14Q: 3 clusters Score -5228618 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5228945.500000 Penalty: 5313.667480
	Iteration 15Q: 3 clusters Score -5228946 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -5229270.500000 Penalty: 5313.667480
	Iteration 16Q: 3 clusters Score -5229270 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -5229603.500000 Penalty: 5313.667480
	Iteration 17Q: 3 clusters Score -5229604 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5229919.500000 Penalty: 5313.667480
	Iteration 18Q: 3 clusters Score -5229920 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -5230144.000000 Penalty: 5313.667480
	Iteration 19Q: 3 clusters Score -5230144 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -5230288.500000 Penalty: 5313.667480
	Iteration 20F: 3 clusters Score -5230288 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -5230414.000000 Penalty: 5313.667480
	Iteration 21Q: 3 clusters Score -5230414 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -5230485.000000 Penalty: 5313.667480
	Iteration 22Q: 3 clusters Score -5230485 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -5230522.500000 Penalty: 5313.667480
	Iteration 23Q: 3 clusters Score -5230522 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -5230564.500000 Penalty: 5313.667480
	Iteration 24Q: 3 clusters Score -5230564 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -5230606.500000 Penalty: 5313.667480
	Iteration 25Q: 3 clusters Score -5230606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5230621.000000 Penalty: 5313.667480
	Iteration 26Q: 3 clusters Score -5230621 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5230642.000000 Penalty: 5313.667480
	Iteration 27Q: 3 clusters Score -5230642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5230676.500000 Penalty: 5313.667480
	Iteration 28Q: 3 clusters Score -5230676 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5230688.000000 Penalty: 5313.667480
	Iteration 29Q: 3 clusters Score -5230688 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -5230713.000000 Penalty: 5313.667480
	Iteration 30Q: 3 clusters Score -5230713 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -5230734.000000 Penalty: 5313.667480
	Iteration 31Q: 3 clusters Score -5230734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -5230783.500000 Penalty: 5313.667480
	Iteration 32Q: 3 clusters Score -5230784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -5230791.500000 Penalty: 5313.667480
	Iteration 33Q: 3 clusters Score -5230792 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -5230818.000000 Penalty: 5313.667480
	Iteration 34Q: 3 clusters Score -5230818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -5230849.000000 Penalty: 5313.667480
	Iteration 35Q: 3 clusters Score -5230849 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -5230877.000000 Penalty: 5313.667480
	Iteration 36Q: 3 clusters Score -5230877 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -5230892.000000 Penalty: 5313.667480
	Iteration 37Q: 3 clusters Score -5230892 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5230916.500000 Penalty: 5313.667480
	Iteration 38Q: 3 clusters Score -5230916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -5230942.000000 Penalty: 5313.667480
	Iteration 39Q: 3 clusters Score -5230942 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -5230962.500000 Penalty: 5313.667480
	Iteration 40F: 3 clusters Score -5230962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -5230980.000000 Penalty: 5313.667480
	Iteration 41Q: 3 clusters Score -5230980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -5230981.500000 Penalty: 5313.667480
	Iteration 42Q: 3 clusters Score -5230982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -5230985.000000 Penalty: 5313.667480
	Iteration 43Q: 3 clusters Score -5230985 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -5231002.000000 Penalty: 5313.667480
	Iteration 44Q: 3 clusters Score -5231002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -5231008.500000 Penalty: 5313.667480
	Iteration 45Q: 3 clusters Score -5231008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5231005.000000 Penalty: 5313.667480
	Iteration 46Q: 3 clusters Score -5231005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -5231004.500000 Penalty: 5313.667480
	Iteration 47Q: 3 clusters Score -5231004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5231014.500000 Penalty: 5313.667480
	Iteration 48Q: 3 clusters Score -5231014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -5231015.500000 Penalty: 5313.667480
	Iteration 49Q: 3 clusters Score -5231016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -5231028.500000 Penalty: 5313.667480
	Iteration 50Q: 3 clusters Score -5231028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -5231036.500000 Penalty: 5313.667480
	Iteration 51Q: 3 clusters Score -5231036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -5231049.500000 Penalty: 5313.667480
	Iteration 52Q: 3 clusters Score -5231050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -5231057.000000 Penalty: 5313.667480
	Iteration 53Q: 3 clusters Score -5231057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -5231063.500000 Penalty: 5313.667480
	Iteration 54Q: 3 clusters Score -5231064 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -5231072.500000 Penalty: 5313.667480
	Iteration 55Q: 3 clusters Score -5231072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -5231071.000000 Penalty: 5313.667480
	Iteration 56Q: 3 clusters Score -5231071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5231072.000000 Penalty: 5313.667480
	Iteration 57Q: 3 clusters Score -5231072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5231066.500000 Penalty: 5313.667480
	Iteration 58Q: 3 clusters Score -5231066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -5231066.500000 Penalty: 5313.667480
	Iteration 59Q: 3 clusters Score -5231066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -5231070.500000 Penalty: 5313.667480
	Iteration 60F: 3 clusters Score -5231070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -5231073.500000 Penalty: 5313.667480
	Iteration 61Q: 3 clusters Score -5231074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -5231091.500000 Penalty: 5313.667480
	Iteration 62Q: 3 clusters Score -5231092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -5231079.500000 Penalty: 5313.667480
	Iteration 63Q: 3 clusters Score -5231080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -5231089.500000 Penalty: 5313.667480
	Iteration 64Q: 3 clusters Score -5231090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -5231090.000000 Penalty: 5313.667480
	Iteration 65Q: 3 clusters Score -5231090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5231091.000000 Penalty: 5313.667480
	Iteration 66Q: 3 clusters Score -5231091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -5231085.500000 Penalty: 5313.667480
	Iteration 67Q: 3 clusters Score -5231086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -5231080.500000 Penalty: 5313.667480
	Iteration 68Q: 3 clusters Score -5231080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -5231082.500000 Penalty: 5313.667480
	Iteration 69Q: 3 clusters Score -5231082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -5231080.000000 Penalty: 5313.667480
	Iteration 70Q: 3 clusters Score -5231080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5231085.000000 Penalty: 5313.667480
	Iteration 71Q: 3 clusters Score -5231085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -5231086.000000 Penalty: 5313.667480
	Iteration 72Q: 3 clusters Score -5231086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5231079.500000 Penalty: 5313.667480
	Iteration 73Q: 3 clusters Score -5231080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -5231081.000000 Penalty: 5313.667480
	Iteration 74Q: 3 clusters Score -5231081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -5231087.000000 Penalty: 5313.667480
	Iteration 75Q: 3 clusters Score -5231087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5231088.000000 Penalty: 5313.667480
	Iteration 76Q: 3 clusters Score -5231088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -5231090.500000 Penalty: 5313.667480
	Iteration 77Q: 3 clusters Score -5231090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5231085.000000 Penalty: 5313.667480
	Iteration 78Q: 3 clusters Score -5231085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -5231081.500000 Penalty: 5313.667480
	Iteration 79Q: 3 clusters Score -5231082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -5231089.000000 Penalty: 5313.667480
	Iteration 80F: 3 clusters Score -5231089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -5231085.000000 Penalty: 5313.667480
	Iteration 81Q: 3 clusters Score -5231085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5231090.500000 Penalty: 5313.667480
	Iteration 82Q: 3 clusters Score -5231090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -5231091.000000 Penalty: 5313.667480
	Iteration 83Q: 3 clusters Score -5231091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -5231095.000000 Penalty: 5313.667480
	Iteration 84Q: 3 clusters Score -5231095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -5231088.500000 Penalty: 5313.667480
	Iteration 85Q: 3 clusters Score -5231088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5231091.500000 Penalty: 5313.667480
	Iteration 86Q: 3 clusters Score -5231092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -5231089.000000 Penalty: 5313.667480
	Iteration 87Q: 3 clusters Score -5231089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -5231089.000000 Penalty: 5313.667480
	Iteration 88F: 3 clusters Score -5231089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -45062.316406 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -45062.32 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 216 members 
Entering Unmasked Estep 
Score: -43615.859375 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -43615.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43780.253906 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -43780.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43825.878906 Penalty: 3014.510742
	Iteration 2Q: 3 clusters Score -43825.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43834.234375 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -43834.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43845.222656 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -43845.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43854.828125 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -43854.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43859.285156 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -43859.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43859.285156 Penalty: 3014.510742
	Iteration 7F: 3 clusters Score -43859.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -660489.437500 Penalty: 2175.760986
	Iteration 0F: 2 clusters Score -660489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -655083.875000 Penalty: 4351.521973
	Iteration 0F: 3 clusters Score -655083.9 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -656647.375000 Penalty: 4351.521973
	Iteration 1F: 3 clusters Score -656647.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -656945.500000 Penalty: 4351.521973
	Iteration 2F: 3 clusters Score -656945.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -657148.125000 Penalty: 4351.521973
	Iteration 3F: 3 clusters Score -657148.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -657292.250000 Penalty: 4351.521973
	Iteration 4Q: 3 clusters Score -657292.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -657411.312500 Penalty: 4351.521973
	Iteration 5Q: 3 clusters Score -657411.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -657501.687500 Penalty: 4351.521973
	Iteration 6Q: 3 clusters Score -657501.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -657596.875000 Penalty: 4351.521973
	Iteration 7Q: 3 clusters Score -657596.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -657690.000000 Penalty: 4351.521973
	Iteration 8Q: 3 clusters Score -657690 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -657768.062500 Penalty: 4351.521973
	Iteration 9Q: 3 clusters Score -657768.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -657861.500000 Penalty: 4351.521973
	Iteration 10Q: 3 clusters Score -657861.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -657938.812500 Penalty: 4351.521973
	Iteration 11Q: 3 clusters Score -657938.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -658023.812500 Penalty: 4351.521973
	Iteration 12Q: 3 clusters Score -658023.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -658088.937500 Penalty: 4351.521973
	Iteration 13Q: 3 clusters Score -658088.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -658152.625000 Penalty: 4351.521973
	Iteration 14Q: 3 clusters Score -658152.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -658214.312500 Penalty: 4351.521973
	Iteration 15Q: 3 clusters Score -658214.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -658300.500000 Penalty: 4351.521973
	Iteration 16Q: 3 clusters Score -658300.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -658381.812500 Penalty: 4351.521973
	Iteration 17Q: 3 clusters Score -658381.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -658455.375000 Penalty: 4351.521973
	Iteration 18Q: 3 clusters Score -658455.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -658526.062500 Penalty: 4351.521973
	Iteration 19Q: 3 clusters Score -658526.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -658590.812500 Penalty: 4351.521973
	Iteration 20F: 3 clusters Score -658590.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -658650.250000 Penalty: 4351.521973
	Iteration 21Q: 3 clusters Score -658650.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -658712.312500 Penalty: 4351.521973
	Iteration 22Q: 3 clusters Score -658712.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -658785.125000 Penalty: 4351.521973
	Iteration 23Q: 3 clusters Score -658785.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -658848.312500 Penalty: 4351.521973
	Iteration 24Q: 3 clusters Score -658848.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -658905.562500 Penalty: 4351.521973
	Iteration 25Q: 3 clusters Score -658905.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -658961.875000 Penalty: 4351.521973
	Iteration 26Q: 3 clusters Score -658961.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -659026.437500 Penalty: 4351.521973
	Iteration 27Q: 3 clusters Score -659026.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -659082.875000 Penalty: 4351.521973
	Iteration 28Q: 3 clusters Score -659082.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -659136.062500 Penalty: 4351.521973
	Iteration 29Q: 3 clusters Score -659136.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -659185.750000 Penalty: 4351.521973
	Iteration 30Q: 3 clusters Score -659185.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -659224.750000 Penalty: 4351.521973
	Iteration 31Q: 3 clusters Score -659224.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -659257.875000 Penalty: 4351.521973
	Iteration 32Q: 3 clusters Score -659257.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -659282.250000 Penalty: 4351.521973
	Iteration 33Q: 3 clusters Score -659282.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -659301.875000 Penalty: 4351.521973
	Iteration 34Q: 3 clusters Score -659301.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -659328.125000 Penalty: 4351.521973
	Iteration 35Q: 3 clusters Score -659328.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -659367.625000 Penalty: 4351.521973
	Iteration 36Q: 3 clusters Score -659367.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -659419.937500 Penalty: 4351.521973
	Iteration 37Q: 3 clusters Score -659419.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -659478.937500 Penalty: 4351.521973
	Iteration 38Q: 3 clusters Score -659478.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -659551.687500 Penalty: 4351.521973
	Iteration 39Q: 3 clusters Score -659551.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -659668.312500 Penalty: 4351.521973
	Iteration 40F: 3 clusters Score -659668.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -659802.125000 Penalty: 4351.521973
	Iteration 41Q: 3 clusters Score -659802.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -659919.437500 Penalty: 4351.521973
	Iteration 42Q: 3 clusters Score -659919.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -659991.937500 Penalty: 4351.521973
	Iteration 43Q: 3 clusters Score -659991.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -660041.125000 Penalty: 4351.521973
	Iteration 44Q: 3 clusters Score -660041.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -660075.750000 Penalty: 4351.521973
	Iteration 45Q: 3 clusters Score -660075.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -660095.312500 Penalty: 4351.521973
	Iteration 46Q: 3 clusters Score -660095.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -660112.687500 Penalty: 4351.521973
	Iteration 47Q: 3 clusters Score -660112.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -660125.750000 Penalty: 4351.521973
	Iteration 48Q: 3 clusters Score -660125.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -660132.812500 Penalty: 4351.521973
	Iteration 49Q: 3 clusters Score -660132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -660134.250000 Penalty: 4351.521973
	Iteration 50Q: 3 clusters Score -660134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -660135.875000 Penalty: 4351.521973
	Iteration 51Q: 3 clusters Score -660135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -660137.437500 Penalty: 4351.521973
	Iteration 52Q: 3 clusters Score -660137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -660139.187500 Penalty: 4351.521973
	Iteration 53Q: 3 clusters Score -660139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -660140.625000 Penalty: 4351.521973
	Iteration 54Q: 3 clusters Score -660140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -660141.937500 Penalty: 4351.521973
	Iteration 55Q: 3 clusters Score -660141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -660142.125000 Penalty: 4351.521973
	Iteration 56Q: 3 clusters Score -660142.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -660142.125000 Penalty: 4351.521973
	Iteration 57F: 3 clusters Score -660142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Entering Unmasked Estep 
Score: -129990.554688 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -129990.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -127945.742188 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -127945.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128261.234375 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -128261.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -128358.070312 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -128358.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128416.367188 Penalty: 3515.850830
	Iteration 3Q: 3 clusters Score -128416.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128450.539062 Penalty: 3515.850830
	Iteration 4Q: 3 clusters Score -128450.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -128471.460938 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -128471.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -128482.609375 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -128482.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128491.289062 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -128491.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -128499.117188 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -128499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128500.335938 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -128500.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -128500.335938 Penalty: 3515.850830
	Iteration 10F: 3 clusters Score -128500.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81950.554688 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81950.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80307.859375 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -80307.86 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -80662.750000 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80662.75 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80806.656250 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -80806.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80906.226562 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -80906.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81092.609375 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -81092.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81440.875000 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -81440.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81639.390625 Penalty: 3312.457520
	Iteration 6F: 3 clusters Score -81639.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -81800.781250 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81800.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -81887.023438 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81887.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81954.062500 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81954.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -82008.203125 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -82008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82026.406250 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -82026.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -82031.210938 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -82031.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -82031.210938 Penalty: 3312.457520
	Iteration 13F: 3 clusters Score -82031.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257298 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23261 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93453 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14882 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27711 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177951 members 
Mstep: Class 38 contains 44938 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 584 members 
Mstep: Class 43 contains 129425 members 
Mstep: Class 44 contains 19668 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 211 members 
Entering Unmasked Estep 
Score: -225958304.000000 Penalty: 165589.750000
Splitting cluster 42 changes total score from -225960176.000000 to -225958304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (129425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Entering Unmasked Estep 
Score: -15086075.000000 Penalty: 2919.172607
	Iteration 0F: 2 clusters Score -1.508608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -14999134.000000 Penalty: 5838.345215
	Iteration 0F: 3 clusters Score -1.499913e+07 nChanged 61624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 61127 members 
Entering Unmasked Estep 
Score: -15035146.000000 Penalty: 5838.345215
	Iteration 1F: 3 clusters Score -1.503515e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 58681 members 
Entering Unmasked Estep 
Score: -15036641.000000 Penalty: 5838.345215
	Iteration 2Q: 3 clusters Score -1.503664e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74518 members 
Mstep: Class 2 contains 54907 members 
Entering Unmasked Estep 
Score: -15038863.000000 Penalty: 5838.345215
	Iteration 3Q: 3 clusters Score -1.503886e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -15042361.000000 Penalty: 5838.345215
	Iteration 4F: 3 clusters Score -1.504236e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -15047429.000000 Penalty: 5838.345215
	Iteration 5F: 3 clusters Score -1.504743e+07 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -15054501.000000 Penalty: 5838.345215
	Iteration 6F: 3 clusters Score -1.50545e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -15062675.000000 Penalty: 5838.345215
	Iteration 7F: 3 clusters Score -1.506268e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114273 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -15070285.000000 Penalty: 5838.345215
	Iteration 8F: 3 clusters Score -1.507028e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120889 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -15076110.000000 Penalty: 5838.345215
	Iteration 9F: 3 clusters Score -1.507611e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125142 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -15080034.000000 Penalty: 5838.345215
	Iteration 10Q: 3 clusters Score -1.508003e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127387 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -15082026.000000 Penalty: 5838.345215
	Iteration 11Q: 3 clusters Score -1.508203e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128377 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -15082876.000000 Penalty: 5838.345215
	Iteration 12Q: 3 clusters Score -1.508288e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128733 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -15083267.000000 Penalty: 5838.345215
	Iteration 13Q: 3 clusters Score -1.508327e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128880 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -15083381.000000 Penalty: 5838.345215
	Iteration 14Q: 3 clusters Score -1.508338e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -15083451.000000 Penalty: 5838.345215
	Iteration 15Q: 3 clusters Score -1.508345e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128978 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -15083498.000000 Penalty: 5838.345215
	Iteration 16Q: 3 clusters Score -1.50835e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129000 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -15083528.000000 Penalty: 5838.345215
	Iteration 17Q: 3 clusters Score -1.508353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15083535.000000 Penalty: 5838.345215
	Iteration 18Q: 3 clusters Score -1.508354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129010 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -15083524.000000 Penalty: 5838.345215
	Iteration 19Q: 3 clusters Score -1.508352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129015 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -15083537.000000 Penalty: 5838.345215
	Iteration 20F: 3 clusters Score -1.508354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129022 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -15083540.000000 Penalty: 5838.345215
	Iteration 21Q: 3 clusters Score -1.508354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129028 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -15083551.000000 Penalty: 5838.345215
	Iteration 22Q: 3 clusters Score -1.508355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129036 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15083563.000000 Penalty: 5838.345215
	Iteration 23Q: 3 clusters Score -1.508356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129041 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -15083568.000000 Penalty: 5838.345215
	Iteration 24Q: 3 clusters Score -1.508357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129048 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -15083572.000000 Penalty: 5838.345215
	Iteration 25Q: 3 clusters Score -1.508357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129052 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15083567.000000 Penalty: 5838.345215
	Iteration 26Q: 3 clusters Score -1.508357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129055 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15083587.000000 Penalty: 5838.345215
	Iteration 27Q: 3 clusters Score -1.508359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129058 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15083594.000000 Penalty: 5838.345215
	Iteration 28Q: 3 clusters Score -1.508359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15083603.000000 Penalty: 5838.345215
	Iteration 29Q: 3 clusters Score -1.50836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15083604.000000 Penalty: 5838.345215
	Iteration 30Q: 3 clusters Score -1.50836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15083604.000000 Penalty: 5838.345215
	Iteration 31F: 3 clusters Score -1.50836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Entering Unmasked Estep 
Score: -2299319.500000 Penalty: 2451.913574
	Iteration 0F: 2 clusters Score -2299320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2285450.000000 Penalty: 4903.827148
	Iteration 0F: 3 clusters Score -2285450 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2290005.500000 Penalty: 4903.827148
	Iteration 1F: 3 clusters Score -2290006 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2290360.500000 Penalty: 4903.827148
	Iteration 2F: 3 clusters Score -2290360 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2290656.500000 Penalty: 4903.827148
	Iteration 3Q: 3 clusters Score -2290656 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2290912.500000 Penalty: 4903.827148
	Iteration 4Q: 3 clusters Score -2290912 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2291189.000000 Penalty: 4903.827148
	Iteration 5Q: 3 clusters Score -2291189 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2291494.250000 Penalty: 4903.827148
	Iteration 6Q: 3 clusters Score -2291494 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2291807.750000 Penalty: 4903.827148
	Iteration 7Q: 3 clusters Score -2291808 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2292185.750000 Penalty: 4903.827148
	Iteration 8Q: 3 clusters Score -2292186 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2292709.000000 Penalty: 4903.827148
	Iteration 9Q: 3 clusters Score -2292709 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2293362.500000 Penalty: 4903.827148
	Iteration 10Q: 3 clusters Score -2293362 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2294133.500000 Penalty: 4903.827148
	Iteration 11F: 3 clusters Score -2294134 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2294911.500000 Penalty: 4903.827148
	Iteration 12F: 3 clusters Score -2294912 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2295645.500000 Penalty: 4903.827148
	Iteration 13Q: 3 clusters Score -2295646 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2296263.250000 Penalty: 4903.827148
	Iteration 14Q: 3 clusters Score -2296263 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2296669.250000 Penalty: 4903.827148
	Iteration 15Q: 3 clusters Score -2296669 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2296933.250000 Penalty: 4903.827148
	Iteration 16Q: 3 clusters Score -2296933 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2297112.250000 Penalty: 4903.827148
	Iteration 17Q: 3 clusters Score -2297112 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2297202.250000 Penalty: 4903.827148
	Iteration 18Q: 3 clusters Score -2297202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2297267.750000 Penalty: 4903.827148
	Iteration 19Q: 3 clusters Score -2297268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2297324.000000 Penalty: 4903.827148
	Iteration 20F: 3 clusters Score -2297324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2297356.750000 Penalty: 4903.827148
	Iteration 21Q: 3 clusters Score -2297357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2297386.500000 Penalty: 4903.827148
	Iteration 22Q: 3 clusters Score -2297386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2297399.750000 Penalty: 4903.827148
	Iteration 23Q: 3 clusters Score -2297400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2297416.500000 Penalty: 4903.827148
	Iteration 24Q: 3 clusters Score -2297416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2297418.750000 Penalty: 4903.827148
	Iteration 25Q: 3 clusters Score -2297419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2297424.750000 Penalty: 4903.827148
	Iteration 26Q: 3 clusters Score -2297425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2297432.000000 Penalty: 4903.827148
	Iteration 27Q: 3 clusters Score -2297432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2297433.750000 Penalty: 4903.827148
	Iteration 28Q: 3 clusters Score -2297434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2297437.000000 Penalty: 4903.827148
	Iteration 29Q: 3 clusters Score -2297437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2297445.000000 Penalty: 4903.827148
	Iteration 30Q: 3 clusters Score -2297445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2297447.500000 Penalty: 4903.827148
	Iteration 31Q: 3 clusters Score -2297448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2297450.000000 Penalty: 4903.827148
	Iteration 32Q: 3 clusters Score -2297450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2297451.750000 Penalty: 4903.827148
	Iteration 33Q: 3 clusters Score -2297452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2297454.250000 Penalty: 4903.827148
	Iteration 34Q: 3 clusters Score -2297454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2297452.500000 Penalty: 4903.827148
	Iteration 35Q: 3 clusters Score -2297452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2297457.500000 Penalty: 4903.827148
	Iteration 36Q: 3 clusters Score -2297458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2297456.000000 Penalty: 4903.827148
	Iteration 37Q: 3 clusters Score -2297456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2297456.750000 Penalty: 4903.827148
	Iteration 38Q: 3 clusters Score -2297457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2297455.000000 Penalty: 4903.827148
	Iteration 39Q: 3 clusters Score -2297455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2297457.500000 Penalty: 4903.827148
	Iteration 40F: 3 clusters Score -2297458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44991.621094 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44991.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43549.726562 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43549.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43680.730469 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43680.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43738.398438 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43738.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43771.136719 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43771.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43789.984375 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43789.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43803.007812 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -43803.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43815.964844 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -43815.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43817.558594 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -43817.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43822.191406 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -43822.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43822.191406 Penalty: 2991.219971
	Iteration 9F: 3 clusters Score -43822.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58506 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257298 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41105 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7071 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23261 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93453 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14882 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27711 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177951 members 
Mstep: Class 38 contains 44938 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129425 members 
Mstep: Class 44 contains 19668 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960160.000000 Penalty: 161989.984375
Iteration 439Q: 46 clusters Score -2.259602e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58505 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257303 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23264 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93442 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14888 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27708 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177952 members 
Mstep: Class 38 contains 44941 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129421 members 
Mstep: Class 44 contains 19670 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960160.000000 Penalty: 161989.984375
Iteration 440F: 46 clusters Score -2.259602e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11025 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58504 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257299 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23267 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93434 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14892 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27704 members 
Mstep: Class 35 contains 7056 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177952 members 
Mstep: Class 38 contains 44952 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129421 members 
Mstep: Class 44 contains 19669 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960272.000000 Penalty: 161989.984375
Iteration 441Q: 46 clusters Score -2.259603e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124719 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58502 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257299 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23270 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93428 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14896 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27699 members 
Mstep: Class 35 contains 7057 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177954 members 
Mstep: Class 38 contains 44954 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129422 members 
Mstep: Class 44 contains 19668 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960272.000000 Penalty: 161989.984375
Iteration 442Q: 46 clusters Score -2.259603e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14874 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58502 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257303 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82211 members 
Mstep: Class 26 contains 23273 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93413 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14900 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27700 members 
Mstep: Class 35 contains 7057 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 44959 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129418 members 
Mstep: Class 44 contains 19670 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960288.000000 Penalty: 161989.984375
Iteration 443Q: 46 clusters Score -2.259603e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58503 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18108 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257304 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23276 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93399 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14900 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27698 members 
Mstep: Class 35 contains 7058 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177958 members 
Mstep: Class 38 contains 44971 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129415 members 
Mstep: Class 44 contains 19668 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960144.000000 Penalty: 161989.984375
Iteration 444Q: 46 clusters Score -2.259601e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58505 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28283 members 
Mstep: Class 14 contains 18106 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257290 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7068 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23278 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93388 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14907 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27698 members 
Mstep: Class 35 contains 7060 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 44984 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129415 members 
Mstep: Class 44 contains 19669 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960144.000000 Penalty: 161989.984375
Iteration 445Q: 46 clusters Score -2.259601e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58502 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28282 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257285 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23279 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93373 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14918 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27691 members 
Mstep: Class 35 contains 7060 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 44998 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129414 members 
Mstep: Class 44 contains 19669 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960272.000000 Penalty: 161989.984375
Iteration 446Q: 46 clusters Score -2.259603e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11025 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124718 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58500 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28282 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257279 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7067 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23282 members 
Mstep: Class 27 contains 35585 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93352 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14933 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27687 members 
Mstep: Class 35 contains 7060 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45005 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129412 members 
Mstep: Class 44 contains 19677 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960288.000000 Penalty: 161989.984375
Iteration 447Q: 46 clusters Score -2.259603e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11025 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58496 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28284 members 
Mstep: Class 14 contains 18107 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257269 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23286 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93338 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14941 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27681 members 
Mstep: Class 35 contains 7061 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45018 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129411 members 
Mstep: Class 44 contains 19686 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960288.000000 Penalty: 161989.984375
Iteration 448Q: 46 clusters Score -2.259603e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11025 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58494 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28287 members 
Mstep: Class 14 contains 18108 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257268 members 
Mstep: Class 17 contains 275354 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82213 members 
Mstep: Class 26 contains 23292 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93319 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14949 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27673 members 
Mstep: Class 35 contains 7060 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45031 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129405 members 
Mstep: Class 44 contains 19693 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 449Q: 46 clusters Score -2.259602e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58496 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28289 members 
Mstep: Class 14 contains 18108 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257271 members 
Mstep: Class 17 contains 275354 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93288 members 
Mstep: Class 30 contains 23292 members 
Mstep: Class 31 contains 14961 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27667 members 
Mstep: Class 35 contains 7062 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45044 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129402 members 
Mstep: Class 44 contains 19702 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 450Q: 46 clusters Score -2.259602e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58497 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28288 members 
Mstep: Class 14 contains 18110 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257270 members 
Mstep: Class 17 contains 275354 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93266 members 
Mstep: Class 30 contains 23293 members 
Mstep: Class 31 contains 14972 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27655 members 
Mstep: Class 35 contains 7063 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45050 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129400 members 
Mstep: Class 44 contains 19716 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960320.000000 Penalty: 161989.984375
Iteration 451Q: 46 clusters Score -2.259603e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14875 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58496 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28288 members 
Mstep: Class 14 contains 18112 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257272 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93240 members 
Mstep: Class 30 contains 23294 members 
Mstep: Class 31 contains 14982 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27651 members 
Mstep: Class 35 contains 7063 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45053 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129399 members 
Mstep: Class 44 contains 19731 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960336.000000 Penalty: 161989.984375
Iteration 452Q: 46 clusters Score -2.259603e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58497 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28292 members 
Mstep: Class 14 contains 18113 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257272 members 
Mstep: Class 17 contains 275356 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93216 members 
Mstep: Class 30 contains 23294 members 
Mstep: Class 31 contains 14990 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27643 members 
Mstep: Class 35 contains 7063 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45059 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129397 members 
Mstep: Class 44 contains 19745 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960336.000000 Penalty: 161989.984375
Iteration 453Q: 46 clusters Score -2.259603e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58498 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18111 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257271 members 
Mstep: Class 17 contains 275355 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93188 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15000 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27634 members 
Mstep: Class 35 contains 7063 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177958 members 
Mstep: Class 38 contains 45059 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19773 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960368.000000 Penalty: 161989.984375
Iteration 454Q: 46 clusters Score -2.259604e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58499 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18113 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257270 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8942 members 
Mstep: Class 29 contains 93162 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15003 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27628 members 
Mstep: Class 35 contains 7061 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177958 members 
Mstep: Class 38 contains 45070 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19793 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960576.000000 Penalty: 161989.984375
Iteration 455Q: 46 clusters Score -2.259606e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58499 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18114 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257277 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8940 members 
Mstep: Class 29 contains 93132 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15007 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27627 members 
Mstep: Class 35 contains 7058 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177957 members 
Mstep: Class 38 contains 45076 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19811 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960448.000000 Penalty: 161989.984375
Iteration 456Q: 46 clusters Score -2.259604e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59476 members 
Mstep: Class 9 contains 58498 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18115 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257274 members 
Mstep: Class 17 contains 275351 members 
Mstep: Class 18 contains 188435 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 11694 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8939 members 
Mstep: Class 29 contains 93101 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15023 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27625 members 
Mstep: Class 35 contains 7062 members 
Mstep: Class 36 contains 37242 members 
Mstep: Class 37 contains 177955 members 
Mstep: Class 38 contains 45077 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1199 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19831 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960496.000000 Penalty: 161989.984375
Iteration 457Q: 46 clusters Score -2.259605e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59476 members 
Mstep: Class 9 contains 58497 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257273 members 
Mstep: Class 17 contains 275351 members 
Mstep: Class 18 contains 188433 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7061 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 93074 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15026 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27619 members 
Mstep: Class 35 contains 7065 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177957 members 
Mstep: Class 38 contains 45084 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1198 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19852 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960224.000000 Penalty: 161989.984375
Iteration 458Q: 46 clusters Score -2.259602e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58497 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257277 members 
Mstep: Class 17 contains 275350 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82211 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 93057 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15026 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27615 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45089 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1197 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19861 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960304.000000 Penalty: 161989.984375
Iteration 459Q: 46 clusters Score -2.259603e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58494 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257283 members 
Mstep: Class 17 contains 275350 members 
Mstep: Class 18 contains 188432 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82211 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 93036 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15029 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27614 members 
Mstep: Class 35 contains 7068 members 
Mstep: Class 36 contains 37242 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45089 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1196 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19874 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960336.000000 Penalty: 161989.984375
Iteration 460F: 46 clusters Score -2.259603e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58494 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257291 members 
Mstep: Class 17 contains 275350 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82211 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 93013 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15034 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27611 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45090 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19888 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960320.000000 Penalty: 161989.984375
Iteration 461Q: 46 clusters Score -2.259603e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58493 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18116 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257304 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82211 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92988 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15040 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27608 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45091 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19896 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960256.000000 Penalty: 161989.984375
Iteration 462Q: 46 clusters Score -2.259603e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124712 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58492 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18117 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257314 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82211 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92967 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15049 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27606 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177958 members 
Mstep: Class 38 contains 45093 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19900 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960320.000000 Penalty: 161989.984375
Iteration 463Q: 46 clusters Score -2.259603e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257326 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82210 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92948 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15050 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27606 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45100 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19902 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960240.000000 Penalty: 161989.984375
Iteration 464Q: 46 clusters Score -2.259602e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257336 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82210 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92931 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15052 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27601 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45106 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19904 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960272.000000 Penalty: 161989.984375
Iteration 465Q: 46 clusters Score -2.259603e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58488 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257345 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82210 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92915 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15056 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27598 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45108 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19906 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960288.000000 Penalty: 161989.984375
Iteration 466Q: 46 clusters Score -2.259603e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12473 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58487 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257356 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82210 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92905 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15058 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27595 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45108 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6459 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19908 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960304.000000 Penalty: 161989.984375
Iteration 467Q: 46 clusters Score -2.259603e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11058 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58488 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257364 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7067 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82210 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92889 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15066 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27595 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37242 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45108 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6457 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19907 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960224.000000 Penalty: 161989.984375
Iteration 468Q: 46 clusters Score -2.259602e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11059 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58489 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257377 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188431 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7066 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82210 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92874 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15064 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27595 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37242 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45110 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6457 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19909 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960208.000000 Penalty: 161989.984375
Iteration 469Q: 46 clusters Score -2.259602e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12475 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58489 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257385 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188429 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82210 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92858 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15068 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60500 members 
Mstep: Class 34 contains 27594 members 
Mstep: Class 35 contains 7073 members 
Mstep: Class 36 contains 37242 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45111 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6451 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19913 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960160.000000 Penalty: 161989.984375
Iteration 470Q: 46 clusters Score -2.259602e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58487 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 7583 members 
Mstep: Class 16 contains 257393 members 
Mstep: Class 17 contains 275349 members 
Mstep: Class 18 contains 188428 members 
Mstep: Class 19 contains 8433 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82211 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92843 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15073 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27591 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37243 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45114 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6453 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19914 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960096.000000 Penalty: 161989.984375
Iteration 471Q: 46 clusters Score -2.259601e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58486 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 257408 members 
Mstep: Class 17 contains 275350 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8432 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11693 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92825 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15076 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27586 members 
Mstep: Class 35 contains 7070 members 
Mstep: Class 36 contains 37245 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45113 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6453 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19920 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960064.000000 Penalty: 161989.984375
Iteration 472Q: 46 clusters Score -2.259601e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59477 members 
Mstep: Class 9 contains 58487 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 257419 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188426 members 
Mstep: Class 19 contains 8431 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92806 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15080 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60499 members 
Mstep: Class 34 contains 27581 members 
Mstep: Class 35 contains 7069 members 
Mstep: Class 36 contains 37246 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45114 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6457 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129393 members 
Mstep: Class 44 contains 19925 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960032.000000 Penalty: 161989.984375
Iteration 473Q: 46 clusters Score -2.2596e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59476 members 
Mstep: Class 9 contains 58488 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 7581 members 
Mstep: Class 16 contains 257427 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188424 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92781 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15090 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27577 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37244 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45116 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6461 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19935 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960000.000000 Penalty: 161989.984375
Iteration 474Q: 46 clusters Score -2.2596e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257436 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188423 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11745 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92758 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15097 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60502 members 
Mstep: Class 34 contains 27574 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37241 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45115 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6464 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19943 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960064.000000 Penalty: 161989.984375
Iteration 475Q: 46 clusters Score -2.259601e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 14876 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124716 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18122 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257446 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188424 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92734 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15106 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60501 members 
Mstep: Class 34 contains 27567 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37240 members 
Mstep: Class 37 contains 177962 members 
Mstep: Class 38 contains 45119 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6467 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19951 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960048.000000 Penalty: 161989.984375
Iteration 476Q: 46 clusters Score -2.2596e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 15 contains 7578 members 
Mstep: Class 16 contains 257450 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188426 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92707 members 
Mstep: Class 30 contains 23297 members 
Mstep: Class 31 contains 15113 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37239 members 
Mstep: Class 37 contains 177963 members 
Mstep: Class 38 contains 45121 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6471 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19962 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960224.000000 Penalty: 161989.984375
Iteration 477Q: 46 clusters Score -2.259602e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58492 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 16 contains 257455 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92679 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15121 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27568 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37238 members 
Mstep: Class 37 contains 177963 members 
Mstep: Class 38 contains 45127 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6473 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19970 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960160.000000 Penalty: 161989.984375
Iteration 478Q: 46 clusters Score -2.259602e+08 nChanged 39
Entering ConstructFrom: 
Score: -225960160.000000 Penalty: 161989.984375
Entering ConstructFrom: 
Trying to split cluster 1 (24393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Entering Unmasked Estep 
Score: -2755317.500000 Penalty: 2505.308838
	Iteration 0F: 2 clusters Score -2755318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2738501.250000 Penalty: 5010.617676
	Iteration 0F: 3 clusters Score -2738501 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2744387.000000 Penalty: 5010.617676
	Iteration 1F: 3 clusters Score -2744387 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2745017.000000 Penalty: 5010.617676
	Iteration 2F: 3 clusters Score -2745017 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2745831.750000 Penalty: 5010.617676
	Iteration 3F: 3 clusters Score -2745832 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2747002.500000 Penalty: 5010.617676
	Iteration 4F: 3 clusters Score -2747002 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2748335.500000 Penalty: 5010.617676
	Iteration 5F: 3 clusters Score -2748336 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2749623.000000 Penalty: 5010.617676
	Iteration 6F: 3 clusters Score -2749623 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2750620.000000 Penalty: 5010.617676
	Iteration 7F: 3 clusters Score -2750620 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2751310.750000 Penalty: 5010.617676
	Iteration 8Q: 3 clusters Score -2751311 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2751785.250000 Penalty: 5010.617676
	Iteration 9Q: 3 clusters Score -2751785 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2752143.250000 Penalty: 5010.617676
	Iteration 10Q: 3 clusters Score -2752143 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2752400.750000 Penalty: 5010.617676
	Iteration 11Q: 3 clusters Score -2752401 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2752608.000000 Penalty: 5010.617676
	Iteration 12Q: 3 clusters Score -2752608 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2752803.500000 Penalty: 5010.617676
	Iteration 13Q: 3 clusters Score -2752804 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2752991.500000 Penalty: 5010.617676
	Iteration 14Q: 3 clusters Score -2752992 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2753153.750000 Penalty: 5010.617676
	Iteration 15Q: 3 clusters Score -2753154 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2753267.250000 Penalty: 5010.617676
	Iteration 16Q: 3 clusters Score -2753267 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2753394.000000 Penalty: 5010.617676
	Iteration 17Q: 3 clusters Score -2753394 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2753478.500000 Penalty: 5010.617676
	Iteration 18Q: 3 clusters Score -2753478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2753536.000000 Penalty: 5010.617676
	Iteration 19Q: 3 clusters Score -2753536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -2753587.500000 Penalty: 5010.617676
	Iteration 20F: 3 clusters Score -2753588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2753613.500000 Penalty: 5010.617676
	Iteration 21Q: 3 clusters Score -2753614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2753646.250000 Penalty: 5010.617676
	Iteration 22Q: 3 clusters Score -2753646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -2753664.250000 Penalty: 5010.617676
	Iteration 23Q: 3 clusters Score -2753664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2753686.250000 Penalty: 5010.617676
	Iteration 24Q: 3 clusters Score -2753686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2753705.750000 Penalty: 5010.617676
	Iteration 25Q: 3 clusters Score -2753706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -2753710.750000 Penalty: 5010.617676
	Iteration 26Q: 3 clusters Score -2753711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2753724.750000 Penalty: 5010.617676
	Iteration 27Q: 3 clusters Score -2753725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2753726.750000 Penalty: 5010.617676
	Iteration 28Q: 3 clusters Score -2753727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -2753734.000000 Penalty: 5010.617676
	Iteration 29Q: 3 clusters Score -2753734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2753731.250000 Penalty: 5010.617676
	Iteration 30Q: 3 clusters Score -2753731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -2753738.000000 Penalty: 5010.617676
	Iteration 31Q: 3 clusters Score -2753738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2753735.000000 Penalty: 5010.617676
	Iteration 32Q: 3 clusters Score -2753735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2753740.750000 Penalty: 5010.617676
	Iteration 33Q: 3 clusters Score -2753741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2753741.000000 Penalty: 5010.617676
	Iteration 34Q: 3 clusters Score -2753741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2753739.000000 Penalty: 5010.617676
	Iteration 35Q: 3 clusters Score -2753739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -2753740.000000 Penalty: 5010.617676
	Iteration 36Q: 3 clusters Score -2753740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2753738.750000 Penalty: 5010.617676
	Iteration 37Q: 3 clusters Score -2753739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2753746.750000 Penalty: 5010.617676
	Iteration 38Q: 3 clusters Score -2753747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -2753746.750000 Penalty: 5010.617676
	Iteration 39Q: 3 clusters Score -2753747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -2753746.500000 Penalty: 5010.617676
	Iteration 40F: 3 clusters Score -2753746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2753747.250000 Penalty: 5010.617676
	Iteration 41Q: 3 clusters Score -2753747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2753748.750000 Penalty: 5010.617676
	Iteration 42Q: 3 clusters Score -2753749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2753749.500000 Penalty: 5010.617676
	Iteration 43Q: 3 clusters Score -2753750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2753749.250000 Penalty: 5010.617676
	Iteration 44Q: 3 clusters Score -2753749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2753749.250000 Penalty: 5010.617676
	Iteration 45F: 3 clusters Score -2753749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -86669.164062 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -86669.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84859.492188 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -84859.49 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -85155.578125 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -85155.58 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85317.570312 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -85317.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85431.218750 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -85431.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85528.648438 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -85528.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85636.226562 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -85636.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85763.250000 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -85763.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85880.437500 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -85880.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85954.593750 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -85954.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86013.101562 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -86013.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86052.250000 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -86052.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86085.648438 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -86085.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86108.820312 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -86108.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86117.046875 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -86117.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86121.789062 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -86121.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86125.242188 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -86125.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86128.781250 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -86128.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86132.890625 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -86132.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86133.390625 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -86133.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86135.171875 Penalty: 3346.220459
	Iteration 19F: 3 clusters Score -86135.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86142.421875 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -86142.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86176.687500 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -86176.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86296.601562 Penalty: 3346.220459
	Iteration 22Q: 3 clusters Score -86296.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86359.531250 Penalty: 3346.220459
	Iteration 23Q: 3 clusters Score -86359.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86363.476562 Penalty: 3346.220459
	Iteration 24Q: 3 clusters Score -86363.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86370.570312 Penalty: 3346.220459
	Iteration 25Q: 3 clusters Score -86370.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86376.226562 Penalty: 3346.220459
	Iteration 26Q: 3 clusters Score -86376.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86384.992188 Penalty: 3346.220459
	Iteration 27Q: 3 clusters Score -86384.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86385.742188 Penalty: 3346.220459
	Iteration 28Q: 3 clusters Score -86385.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86386.429688 Penalty: 3346.220459
	Iteration 29Q: 3 clusters Score -86386.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86387.695312 Penalty: 3346.220459
	Iteration 30Q: 3 clusters Score -86387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86388.656250 Penalty: 3346.220459
	Iteration 31Q: 3 clusters Score -86388.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86388.656250 Penalty: 3346.220459
	Iteration 32F: 3 clusters Score -86388.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Entering Unmasked Estep 
Score: -1232387.500000 Penalty: 2308.319336
	Iteration 0F: 2 clusters Score -1232388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1224045.375000 Penalty: 4616.638672
	Iteration 0F: 3 clusters Score -1224045 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1226501.625000 Penalty: 4616.638672
	Iteration 1F: 3 clusters Score -1226502 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1226856.125000 Penalty: 4616.638672
	Iteration 2F: 3 clusters Score -1226856 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1227156.375000 Penalty: 4616.638672
	Iteration 3F: 3 clusters Score -1227156 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1227376.500000 Penalty: 4616.638672
	Iteration 4Q: 3 clusters Score -1227376 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1227580.000000 Penalty: 4616.638672
	Iteration 5Q: 3 clusters Score -1227580 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1227789.875000 Penalty: 4616.638672
	Iteration 6Q: 3 clusters Score -1227790 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1228000.500000 Penalty: 4616.638672
	Iteration 7Q: 3 clusters Score -1228000 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1228186.500000 Penalty: 4616.638672
	Iteration 8Q: 3 clusters Score -1228186 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1228357.250000 Penalty: 4616.638672
	Iteration 9Q: 3 clusters Score -1228357 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1228519.875000 Penalty: 4616.638672
	Iteration 10Q: 3 clusters Score -1228520 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1228683.750000 Penalty: 4616.638672
	Iteration 11Q: 3 clusters Score -1228684 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1228853.500000 Penalty: 4616.638672
	Iteration 12Q: 3 clusters Score -1228854 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1229029.875000 Penalty: 4616.638672
	Iteration 13Q: 3 clusters Score -1229030 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1229215.625000 Penalty: 4616.638672
	Iteration 14Q: 3 clusters Score -1229216 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1229399.500000 Penalty: 4616.638672
	Iteration 15Q: 3 clusters Score -1229400 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1229569.750000 Penalty: 4616.638672
	Iteration 16Q: 3 clusters Score -1229570 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1229715.625000 Penalty: 4616.638672
	Iteration 17Q: 3 clusters Score -1229716 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1229851.125000 Penalty: 4616.638672
	Iteration 18Q: 3 clusters Score -1229851 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1229971.875000 Penalty: 4616.638672
	Iteration 19Q: 3 clusters Score -1229972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1230056.875000 Penalty: 4616.638672
	Iteration 20F: 3 clusters Score -1230057 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1230139.250000 Penalty: 4616.638672
	Iteration 21Q: 3 clusters Score -1230139 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1230198.500000 Penalty: 4616.638672
	Iteration 22Q: 3 clusters Score -1230198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1230266.250000 Penalty: 4616.638672
	Iteration 23Q: 3 clusters Score -1230266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1230317.750000 Penalty: 4616.638672
	Iteration 24Q: 3 clusters Score -1230318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1230349.500000 Penalty: 4616.638672
	Iteration 25Q: 3 clusters Score -1230350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1230376.875000 Penalty: 4616.638672
	Iteration 26Q: 3 clusters Score -1230377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1230398.000000 Penalty: 4616.638672
	Iteration 27Q: 3 clusters Score -1230398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1230413.375000 Penalty: 4616.638672
	Iteration 28Q: 3 clusters Score -1230413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1230419.125000 Penalty: 4616.638672
	Iteration 29Q: 3 clusters Score -1230419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1230426.000000 Penalty: 4616.638672
	Iteration 30Q: 3 clusters Score -1230426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1230435.125000 Penalty: 4616.638672
	Iteration 31Q: 3 clusters Score -1230435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1230446.375000 Penalty: 4616.638672
	Iteration 32Q: 3 clusters Score -1230446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1230454.125000 Penalty: 4616.638672
	Iteration 33Q: 3 clusters Score -1230454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1230462.000000 Penalty: 4616.638672
	Iteration 34Q: 3 clusters Score -1230462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1230467.250000 Penalty: 4616.638672
	Iteration 35Q: 3 clusters Score -1230467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1230473.125000 Penalty: 4616.638672
	Iteration 36Q: 3 clusters Score -1230473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1230477.625000 Penalty: 4616.638672
	Iteration 37Q: 3 clusters Score -1230478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1230478.375000 Penalty: 4616.638672
	Iteration 38Q: 3 clusters Score -1230478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1230482.750000 Penalty: 4616.638672
	Iteration 39Q: 3 clusters Score -1230483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1230483.500000 Penalty: 4616.638672
	Iteration 40F: 3 clusters Score -1230484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1230484.375000 Penalty: 4616.638672
	Iteration 41Q: 3 clusters Score -1230484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1230486.875000 Penalty: 4616.638672
	Iteration 42Q: 3 clusters Score -1230487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -1230485.750000 Penalty: 4616.638672
	Iteration 43Q: 3 clusters Score -1230486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1230492.625000 Penalty: 4616.638672
	Iteration 44Q: 3 clusters Score -1230493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1230495.625000 Penalty: 4616.638672
	Iteration 45Q: 3 clusters Score -1230496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1230495.875000 Penalty: 4616.638672
	Iteration 46Q: 3 clusters Score -1230496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1230496.875000 Penalty: 4616.638672
	Iteration 47Q: 3 clusters Score -1230497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1230500.000000 Penalty: 4616.638672
	Iteration 48Q: 3 clusters Score -1230500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1230501.500000 Penalty: 4616.638672
	Iteration 49Q: 3 clusters Score -1230502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1230502.000000 Penalty: 4616.638672
	Iteration 50Q: 3 clusters Score -1230502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1230502.000000 Penalty: 4616.638672
	Iteration 51F: 3 clusters Score -1230502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Entering Unmasked Estep 
Score: -1377536.375000 Penalty: 2339.126709
	Iteration 0F: 2 clusters Score -1377536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1368257.125000 Penalty: 4678.253418
	Iteration 0F: 3 clusters Score -1368257 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1371265.500000 Penalty: 4678.253418
	Iteration 1F: 3 clusters Score -1371266 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1371715.875000 Penalty: 4678.253418
	Iteration 2F: 3 clusters Score -1371716 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1372154.000000 Penalty: 4678.253418
	Iteration 3F: 3 clusters Score -1372154 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1372543.125000 Penalty: 4678.253418
	Iteration 4F: 3 clusters Score -1372543 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1372912.375000 Penalty: 4678.253418
	Iteration 5Q: 3 clusters Score -1372912 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1373173.375000 Penalty: 4678.253418
	Iteration 6Q: 3 clusters Score -1373173 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1373363.750000 Penalty: 4678.253418
	Iteration 7Q: 3 clusters Score -1373364 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1373534.125000 Penalty: 4678.253418
	Iteration 8Q: 3 clusters Score -1373534 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1373675.250000 Penalty: 4678.253418
	Iteration 9Q: 3 clusters Score -1373675 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1373815.625000 Penalty: 4678.253418
	Iteration 10Q: 3 clusters Score -1373816 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1373953.625000 Penalty: 4678.253418
	Iteration 11Q: 3 clusters Score -1373954 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1374115.000000 Penalty: 4678.253418
	Iteration 12Q: 3 clusters Score -1374115 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1374296.750000 Penalty: 4678.253418
	Iteration 13Q: 3 clusters Score -1374297 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1374516.625000 Penalty: 4678.253418
	Iteration 14Q: 3 clusters Score -1374517 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1374737.625000 Penalty: 4678.253418
	Iteration 15Q: 3 clusters Score -1374738 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1374930.875000 Penalty: 4678.253418
	Iteration 16Q: 3 clusters Score -1374931 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1375085.000000 Penalty: 4678.253418
	Iteration 17Q: 3 clusters Score -1375085 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1375207.375000 Penalty: 4678.253418
	Iteration 18Q: 3 clusters Score -1375207 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1375313.375000 Penalty: 4678.253418
	Iteration 19Q: 3 clusters Score -1375313 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1375394.875000 Penalty: 4678.253418
	Iteration 20F: 3 clusters Score -1375395 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1375480.875000 Penalty: 4678.253418
	Iteration 21Q: 3 clusters Score -1375481 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1375557.000000 Penalty: 4678.253418
	Iteration 22Q: 3 clusters Score -1375557 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1375611.625000 Penalty: 4678.253418
	Iteration 23Q: 3 clusters Score -1375612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1375662.625000 Penalty: 4678.253418
	Iteration 24Q: 3 clusters Score -1375663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1375701.500000 Penalty: 4678.253418
	Iteration 25Q: 3 clusters Score -1375702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1375740.625000 Penalty: 4678.253418
	Iteration 26Q: 3 clusters Score -1375741 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1375768.250000 Penalty: 4678.253418
	Iteration 27Q: 3 clusters Score -1375768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1375783.375000 Penalty: 4678.253418
	Iteration 28Q: 3 clusters Score -1375783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1375797.875000 Penalty: 4678.253418
	Iteration 29Q: 3 clusters Score -1375798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1375813.125000 Penalty: 4678.253418
	Iteration 30Q: 3 clusters Score -1375813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1375818.500000 Penalty: 4678.253418
	Iteration 31Q: 3 clusters Score -1375818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1375821.875000 Penalty: 4678.253418
	Iteration 32Q: 3 clusters Score -1375822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1375821.750000 Penalty: 4678.253418
	Iteration 33Q: 3 clusters Score -1375822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1375819.625000 Penalty: 4678.253418
	Iteration 34Q: 3 clusters Score -1375820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1375819.750000 Penalty: 4678.253418
	Iteration 35Q: 3 clusters Score -1375820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1375824.250000 Penalty: 4678.253418
	Iteration 36Q: 3 clusters Score -1375824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1375829.500000 Penalty: 4678.253418
	Iteration 37Q: 3 clusters Score -1375830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1375830.875000 Penalty: 4678.253418
	Iteration 38Q: 3 clusters Score -1375831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1375830.250000 Penalty: 4678.253418
	Iteration 39Q: 3 clusters Score -1375830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1375830.625000 Penalty: 4678.253418
	Iteration 40F: 3 clusters Score -1375831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Entering Unmasked Estep 
Score: -1762211.250000 Penalty: 2382.677734
	Iteration 0F: 2 clusters Score -1762211 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 7463 members 
Entering Unmasked Estep 
Score: -1751418.750000 Penalty: 4765.355469
	Iteration 0F: 3 clusters Score -1751419 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1754882.125000 Penalty: 4765.355469
	Iteration 1F: 3 clusters Score -1754882 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1755465.125000 Penalty: 4765.355469
	Iteration 2F: 3 clusters Score -1755465 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1756034.125000 Penalty: 4765.355469
	Iteration 3F: 3 clusters Score -1756034 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1756667.750000 Penalty: 4765.355469
	Iteration 4F: 3 clusters Score -1756668 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1757291.125000 Penalty: 4765.355469
	Iteration 5F: 3 clusters Score -1757291 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1757903.250000 Penalty: 4765.355469
	Iteration 6F: 3 clusters Score -1757903 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1758410.250000 Penalty: 4765.355469
	Iteration 7F: 3 clusters Score -1758410 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1758809.750000 Penalty: 4765.355469
	Iteration 8Q: 3 clusters Score -1758810 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1759125.625000 Penalty: 4765.355469
	Iteration 9Q: 3 clusters Score -1759126 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1759403.000000 Penalty: 4765.355469
	Iteration 10Q: 3 clusters Score -1759403 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1759623.750000 Penalty: 4765.355469
	Iteration 11Q: 3 clusters Score -1759624 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1759801.000000 Penalty: 4765.355469
	Iteration 12Q: 3 clusters Score -1759801 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1759943.250000 Penalty: 4765.355469
	Iteration 13Q: 3 clusters Score -1759943 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1760063.125000 Penalty: 4765.355469
	Iteration 14Q: 3 clusters Score -1760063 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1760148.375000 Penalty: 4765.355469
	Iteration 15Q: 3 clusters Score -1760148 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1760215.375000 Penalty: 4765.355469
	Iteration 16Q: 3 clusters Score -1760215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1760274.125000 Penalty: 4765.355469
	Iteration 17Q: 3 clusters Score -1760274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1760312.125000 Penalty: 4765.355469
	Iteration 18Q: 3 clusters Score -1760312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1760339.000000 Penalty: 4765.355469
	Iteration 19Q: 3 clusters Score -1760339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1760375.375000 Penalty: 4765.355469
	Iteration 20F: 3 clusters Score -1760375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1760404.000000 Penalty: 4765.355469
	Iteration 21Q: 3 clusters Score -1760404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1760421.750000 Penalty: 4765.355469
	Iteration 22Q: 3 clusters Score -1760422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1760435.750000 Penalty: 4765.355469
	Iteration 23Q: 3 clusters Score -1760436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1760452.125000 Penalty: 4765.355469
	Iteration 24Q: 3 clusters Score -1760452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1760459.875000 Penalty: 4765.355469
	Iteration 25Q: 3 clusters Score -1760460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1760462.375000 Penalty: 4765.355469
	Iteration 26Q: 3 clusters Score -1760462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1760465.375000 Penalty: 4765.355469
	Iteration 27Q: 3 clusters Score -1760465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1760467.250000 Penalty: 4765.355469
	Iteration 28Q: 3 clusters Score -1760467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1760468.500000 Penalty: 4765.355469
	Iteration 29Q: 3 clusters Score -1760468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1760467.875000 Penalty: 4765.355469
	Iteration 30Q: 3 clusters Score -1760468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1760465.750000 Penalty: 4765.355469
	Iteration 31Q: 3 clusters Score -1760466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1760467.500000 Penalty: 4765.355469
	Iteration 32Q: 3 clusters Score -1760468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1760467.500000 Penalty: 4765.355469
	Iteration 33Q: 3 clusters Score -1760468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1760466.875000 Penalty: 4765.355469
	Iteration 34Q: 3 clusters Score -1760467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1760467.500000 Penalty: 4765.355469
	Iteration 35Q: 3 clusters Score -1760468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1760467.875000 Penalty: 4765.355469
	Iteration 36Q: 3 clusters Score -1760468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1760476.000000 Penalty: 4765.355469
	Iteration 37Q: 3 clusters Score -1760476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1760476.000000 Penalty: 4765.355469
	Iteration 38Q: 3 clusters Score -1760476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1760478.500000 Penalty: 4765.355469
	Iteration 39Q: 3 clusters Score -1760478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1760478.500000 Penalty: 4765.355469
	Iteration 40F: 3 clusters Score -1760478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Entering Unmasked Estep 
Score: -1203559.375000 Penalty: 2309.195068
	Iteration 0F: 2 clusters Score -1203559 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 5529 members 
Entering Unmasked Estep 
Score: -1195191.625000 Penalty: 4618.390137
	Iteration 0F: 3 clusters Score -1195192 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1197764.875000 Penalty: 4618.390137
	Iteration 1F: 3 clusters Score -1197765 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1198260.625000 Penalty: 4618.390137
	Iteration 2F: 3 clusters Score -1198261 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1198672.500000 Penalty: 4618.390137
	Iteration 3F: 3 clusters Score -1198672 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1199011.375000 Penalty: 4618.390137
	Iteration 4F: 3 clusters Score -1199011 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1199349.625000 Penalty: 4618.390137
	Iteration 5Q: 3 clusters Score -1199350 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1199674.625000 Penalty: 4618.390137
	Iteration 6Q: 3 clusters Score -1199675 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1199948.500000 Penalty: 4618.390137
	Iteration 7Q: 3 clusters Score -1199948 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1200164.750000 Penalty: 4618.390137
	Iteration 8Q: 3 clusters Score -1200165 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1200345.000000 Penalty: 4618.390137
	Iteration 9Q: 3 clusters Score -1200345 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1200488.750000 Penalty: 4618.390137
	Iteration 10Q: 3 clusters Score -1200489 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1200615.750000 Penalty: 4618.390137
	Iteration 11Q: 3 clusters Score -1200616 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1200731.250000 Penalty: 4618.390137
	Iteration 12Q: 3 clusters Score -1200731 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1200863.750000 Penalty: 4618.390137
	Iteration 13Q: 3 clusters Score -1200864 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1200992.875000 Penalty: 4618.390137
	Iteration 14Q: 3 clusters Score -1200993 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1201102.000000 Penalty: 4618.390137
	Iteration 15Q: 3 clusters Score -1201102 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1201204.250000 Penalty: 4618.390137
	Iteration 16Q: 3 clusters Score -1201204 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1201307.875000 Penalty: 4618.390137
	Iteration 17Q: 3 clusters Score -1201308 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1201403.625000 Penalty: 4618.390137
	Iteration 18Q: 3 clusters Score -1201404 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1201512.375000 Penalty: 4618.390137
	Iteration 19Q: 3 clusters Score -1201512 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1201629.375000 Penalty: 4618.390137
	Iteration 20F: 3 clusters Score -1201629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1201732.875000 Penalty: 4618.390137
	Iteration 21Q: 3 clusters Score -1201733 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1201842.125000 Penalty: 4618.390137
	Iteration 22Q: 3 clusters Score -1201842 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1201958.625000 Penalty: 4618.390137
	Iteration 23Q: 3 clusters Score -1201959 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1202071.875000 Penalty: 4618.390137
	Iteration 24Q: 3 clusters Score -1202072 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1202177.500000 Penalty: 4618.390137
	Iteration 25Q: 3 clusters Score -1202178 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1202266.875000 Penalty: 4618.390137
	Iteration 26Q: 3 clusters Score -1202267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1202343.375000 Penalty: 4618.390137
	Iteration 27Q: 3 clusters Score -1202343 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1202396.375000 Penalty: 4618.390137
	Iteration 28Q: 3 clusters Score -1202396 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1202445.000000 Penalty: 4618.390137
	Iteration 29Q: 3 clusters Score -1202445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1202477.500000 Penalty: 4618.390137
	Iteration 30Q: 3 clusters Score -1202478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1202498.500000 Penalty: 4618.390137
	Iteration 31Q: 3 clusters Score -1202498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1202513.500000 Penalty: 4618.390137
	Iteration 32Q: 3 clusters Score -1202514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1202528.500000 Penalty: 4618.390137
	Iteration 33Q: 3 clusters Score -1202528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1202535.000000 Penalty: 4618.390137
	Iteration 34Q: 3 clusters Score -1202535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1202538.875000 Penalty: 4618.390137
	Iteration 35Q: 3 clusters Score -1202539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1202544.125000 Penalty: 4618.390137
	Iteration 36Q: 3 clusters Score -1202544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1202547.500000 Penalty: 4618.390137
	Iteration 37Q: 3 clusters Score -1202548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1202551.875000 Penalty: 4618.390137
	Iteration 38Q: 3 clusters Score -1202552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1202554.375000 Penalty: 4618.390137
	Iteration 39Q: 3 clusters Score -1202554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1202555.500000 Penalty: 4618.390137
	Iteration 40F: 3 clusters Score -1202556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1202553.000000 Penalty: 4618.390137
	Iteration 41Q: 3 clusters Score -1202553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1202554.000000 Penalty: 4618.390137
	Iteration 42Q: 3 clusters Score -1202554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1202555.625000 Penalty: 4618.390137
	Iteration 43Q: 3 clusters Score -1202556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1202555.500000 Penalty: 4618.390137
	Iteration 44Q: 3 clusters Score -1202556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1202555.625000 Penalty: 4618.390137
	Iteration 45Q: 3 clusters Score -1202556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1202560.750000 Penalty: 4618.390137
	Iteration 46Q: 3 clusters Score -1202561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1202563.500000 Penalty: 4618.390137
	Iteration 47Q: 3 clusters Score -1202564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1202565.875000 Penalty: 4618.390137
	Iteration 48Q: 3 clusters Score -1202566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1202567.750000 Penalty: 4618.390137
	Iteration 49Q: 3 clusters Score -1202568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1202569.375000 Penalty: 4618.390137
	Iteration 50Q: 3 clusters Score -1202569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1202571.000000 Penalty: 4618.390137
	Iteration 51Q: 3 clusters Score -1202571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1202572.375000 Penalty: 4618.390137
	Iteration 52Q: 3 clusters Score -1202572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1202573.625000 Penalty: 4618.390137
	Iteration 53Q: 3 clusters Score -1202574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1202574.250000 Penalty: 4618.390137
	Iteration 54Q: 3 clusters Score -1202574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1202575.625000 Penalty: 4618.390137
	Iteration 55Q: 3 clusters Score -1202576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1202574.125000 Penalty: 4618.390137
	Iteration 56Q: 3 clusters Score -1202574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1202574.125000 Penalty: 4618.390137
	Iteration 57F: 3 clusters Score -1202574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (124717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124717 members 
Entering Unmasked Estep 
Score: -14275330.000000 Penalty: 2909.983154
	Iteration 0F: 2 clusters Score -1.427533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -14192028.000000 Penalty: 5819.966309
	Iteration 0F: 3 clusters Score -1.419203e+07 nChanged 59203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -14226417.000000 Penalty: 5819.966309
	Iteration 1F: 3 clusters Score -1.422642e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 69488 members 
Entering Unmasked Estep 
Score: -14227527.000000 Penalty: 5819.966309
	Iteration 2Q: 3 clusters Score -1.422753e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -14229434.000000 Penalty: 5819.966309
	Iteration 3Q: 3 clusters Score -1.422943e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -14232604.000000 Penalty: 5819.966309
	Iteration 4F: 3 clusters Score -1.42326e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -14238333.000000 Penalty: 5819.966309
	Iteration 5F: 3 clusters Score -1.423833e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -14247208.000000 Penalty: 5819.966309
	Iteration 6F: 3 clusters Score -1.424721e+07 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
Score: -14257808.000000 Penalty: 5819.966309
	Iteration 7F: 3 clusters Score -1.425781e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -14266333.000000 Penalty: 5819.966309
	Iteration 8F: 3 clusters Score -1.426633e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -14270457.000000 Penalty: 5819.966309
	Iteration 9Q: 3 clusters Score -1.427046e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 123662 members 
Entering Unmasked Estep 
Score: -14271872.000000 Penalty: 5819.966309
	Iteration 10Q: 3 clusters Score -1.427187e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -14272368.000000 Penalty: 5819.966309
	Iteration 11Q: 3 clusters Score -1.427237e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -14272521.000000 Penalty: 5819.966309
	Iteration 12Q: 3 clusters Score -1.427252e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 124364 members 
Entering Unmasked Estep 
Score: -14272617.000000 Penalty: 5819.966309
	Iteration 13Q: 3 clusters Score -1.427262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 124389 members 
Entering Unmasked Estep 
Score: -14272653.000000 Penalty: 5819.966309
	Iteration 14Q: 3 clusters Score -1.427265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -14272661.000000 Penalty: 5819.966309
	Iteration 15Q: 3 clusters Score -1.427266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 124413 members 
Entering Unmasked Estep 
Score: -14272678.000000 Penalty: 5819.966309
	Iteration 16Q: 3 clusters Score -1.427268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 124420 members 
Entering Unmasked Estep 
Score: -14272675.000000 Penalty: 5819.966309
	Iteration 17Q: 3 clusters Score -1.427268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 124424 members 
Entering Unmasked Estep 
Score: -14272685.000000 Penalty: 5819.966309
	Iteration 18Q: 3 clusters Score -1.427268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -14272698.000000 Penalty: 5819.966309
	Iteration 19Q: 3 clusters Score -1.42727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 124427 members 
Entering Unmasked Estep 
Score: -14272678.000000 Penalty: 5819.966309
	Iteration 20F: 3 clusters Score -1.427268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 124431 members 
Entering Unmasked Estep 
Score: -14272703.000000 Penalty: 5819.966309
	Iteration 21Q: 3 clusters Score -1.42727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 124430 members 
Entering Unmasked Estep 
Score: -14272696.000000 Penalty: 5819.966309
	Iteration 22Q: 3 clusters Score -1.42727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -14272697.000000 Penalty: 5819.966309
	Iteration 23Q: 3 clusters Score -1.42727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 124434 members 
Entering Unmasked Estep 
Score: -14272692.000000 Penalty: 5819.966309
	Iteration 24Q: 3 clusters Score -1.427269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -14272690.000000 Penalty: 5819.966309
	Iteration 25Q: 3 clusters Score -1.427269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -14272693.000000 Penalty: 5819.966309
	Iteration 26Q: 3 clusters Score -1.427269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 124440 members 
Entering Unmasked Estep 
Score: -14272694.000000 Penalty: 5819.966309
	Iteration 27Q: 3 clusters Score -1.427269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -14272700.000000 Penalty: 5819.966309
	Iteration 28Q: 3 clusters Score -1.42727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -14272701.000000 Penalty: 5819.966309
	Iteration 29Q: 3 clusters Score -1.42727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -14272700.000000 Penalty: 5819.966309
	Iteration 30Q: 3 clusters Score -1.42727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 124442 members 
Entering Unmasked Estep 
Score: -14272700.000000 Penalty: 5819.966309
	Iteration 31F: 3 clusters Score -1.42727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Entering Unmasked Estep 
Score: -6902612.500000 Penalty: 2726.332764
	Iteration 0F: 2 clusters Score -6902612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6862748.000000 Penalty: 5452.665527
	Iteration 0F: 3 clusters Score -6862748 nChanged 27687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -6878304.000000 Penalty: 5452.665527
	Iteration 1F: 3 clusters Score -6878304 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6878985.500000 Penalty: 5452.665527
	Iteration 2Q: 3 clusters Score -6878986 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -6879602.000000 Penalty: 5452.665527
	Iteration 3Q: 3 clusters Score -6879602 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -6880339.000000 Penalty: 5452.665527
	Iteration 4Q: 3 clusters Score -6880339 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -6881387.000000 Penalty: 5452.665527
	Iteration 5Q: 3 clusters Score -6881387 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -6883100.000000 Penalty: 5452.665527
	Iteration 6F: 3 clusters Score -6883100 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -6885728.500000 Penalty: 5452.665527
	Iteration 7F: 3 clusters Score -6885728 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -6889066.500000 Penalty: 5452.665527
	Iteration 8F: 3 clusters Score -6889066 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -6892443.000000 Penalty: 5452.665527
	Iteration 9F: 3 clusters Score -6892443 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -6895310.500000 Penalty: 5452.665527
	Iteration 10F: 3 clusters Score -6895310 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -6897265.000000 Penalty: 5452.665527
	Iteration 11Q: 3 clusters Score -6897265 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6898476.000000 Penalty: 5452.665527
	Iteration 12Q: 3 clusters Score -6898476 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6899265.500000 Penalty: 5452.665527
	Iteration 13Q: 3 clusters Score -6899266 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6899705.000000 Penalty: 5452.665527
	Iteration 14Q: 3 clusters Score -6899705 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -6899971.500000 Penalty: 5452.665527
	Iteration 15Q: 3 clusters Score -6899972 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6900107.500000 Penalty: 5452.665527
	Iteration 16Q: 3 clusters Score -6900108 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6900185.500000 Penalty: 5452.665527
	Iteration 17Q: 3 clusters Score -6900186 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6900253.500000 Penalty: 5452.665527
	Iteration 18Q: 3 clusters Score -6900254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6900295.000000 Penalty: 5452.665527
	Iteration 19Q: 3 clusters Score -6900295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6900317.500000 Penalty: 5452.665527
	Iteration 20F: 3 clusters Score -6900318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6900352.000000 Penalty: 5452.665527
	Iteration 21Q: 3 clusters Score -6900352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6900363.000000 Penalty: 5452.665527
	Iteration 22Q: 3 clusters Score -6900363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6900378.500000 Penalty: 5452.665527
	Iteration 23Q: 3 clusters Score -6900378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6900384.000000 Penalty: 5452.665527
	Iteration 24Q: 3 clusters Score -6900384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6900394.500000 Penalty: 5452.665527
	Iteration 25Q: 3 clusters Score -6900394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6900406.500000 Penalty: 5452.665527
	Iteration 26Q: 3 clusters Score -6900406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6900413.000000 Penalty: 5452.665527
	Iteration 27Q: 3 clusters Score -6900413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6900420.500000 Penalty: 5452.665527
	Iteration 28Q: 3 clusters Score -6900420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6900433.500000 Penalty: 5452.665527
	Iteration 29Q: 3 clusters Score -6900434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6900424.500000 Penalty: 5452.665527
	Iteration 30Q: 3 clusters Score -6900424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6900435.000000 Penalty: 5452.665527
	Iteration 31Q: 3 clusters Score -6900435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6900439.000000 Penalty: 5452.665527
	Iteration 32Q: 3 clusters Score -6900439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6900435.500000 Penalty: 5452.665527
	Iteration 33Q: 3 clusters Score -6900436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6900438.500000 Penalty: 5452.665527
	Iteration 34Q: 3 clusters Score -6900438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6900447.000000 Penalty: 5452.665527
	Iteration 35Q: 3 clusters Score -6900447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6900447.000000 Penalty: 5452.665527
	Iteration 36Q: 3 clusters Score -6900447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6900447.000000 Penalty: 5452.665527
	Iteration 37F: 3 clusters Score -6900447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Entering Unmasked Estep 
Score: -6819108.500000 Penalty: 2722.203857
	Iteration 0F: 2 clusters Score -6819108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -6779370.000000 Penalty: 5444.407715
	Iteration 0F: 3 clusters Score -6779370 nChanged 27460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -6794975.500000 Penalty: 5444.407715
	Iteration 1F: 3 clusters Score -6794976 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -6795702.000000 Penalty: 5444.407715
	Iteration 2Q: 3 clusters Score -6795702 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -6796735.000000 Penalty: 5444.407715
	Iteration 3Q: 3 clusters Score -6796735 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -6798380.000000 Penalty: 5444.407715
	Iteration 4F: 3 clusters Score -6798380 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -6800970.500000 Penalty: 5444.407715
	Iteration 5F: 3 clusters Score -6800970 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -6804665.500000 Penalty: 5444.407715
	Iteration 6F: 3 clusters Score -6804666 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6808818.500000 Penalty: 5444.407715
	Iteration 7F: 3 clusters Score -6808818 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -6812338.000000 Penalty: 5444.407715
	Iteration 8F: 3 clusters Score -6812338 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -6814547.500000 Penalty: 5444.407715
	Iteration 9Q: 3 clusters Score -6814548 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -6815655.500000 Penalty: 5444.407715
	Iteration 10Q: 3 clusters Score -6815656 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -6816266.500000 Penalty: 5444.407715
	Iteration 11Q: 3 clusters Score -6816266 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -6816485.000000 Penalty: 5444.407715
	Iteration 12Q: 3 clusters Score -6816485 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -6816575.000000 Penalty: 5444.407715
	Iteration 13Q: 3 clusters Score -6816575 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -6816636.000000 Penalty: 5444.407715
	Iteration 14Q: 3 clusters Score -6816636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -6816679.000000 Penalty: 5444.407715
	Iteration 15Q: 3 clusters Score -6816679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -6816707.500000 Penalty: 5444.407715
	Iteration 16Q: 3 clusters Score -6816708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -6816724.500000 Penalty: 5444.407715
	Iteration 17Q: 3 clusters Score -6816724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -6816727.500000 Penalty: 5444.407715
	Iteration 18Q: 3 clusters Score -6816728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -6816736.500000 Penalty: 5444.407715
	Iteration 19Q: 3 clusters Score -6816736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58211 members 
Entering Unmasked Estep 
Score: -6816733.000000 Penalty: 5444.407715
	Iteration 20F: 3 clusters Score -6816733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -6816732.500000 Penalty: 5444.407715
	Iteration 21Q: 3 clusters Score -6816732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -6816739.500000 Penalty: 5444.407715
	Iteration 22Q: 3 clusters Score -6816740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -6816744.500000 Penalty: 5444.407715
	Iteration 23Q: 3 clusters Score -6816744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 58215 members 
Entering Unmasked Estep 
Score: -6816741.500000 Penalty: 5444.407715
	Iteration 24Q: 3 clusters Score -6816742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -6816744.500000 Penalty: 5444.407715
	Iteration 25Q: 3 clusters Score -6816744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -6816752.000000 Penalty: 5444.407715
	Iteration 26Q: 3 clusters Score -6816752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -6816755.500000 Penalty: 5444.407715
	Iteration 27Q: 3 clusters Score -6816756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6816760.500000 Penalty: 5444.407715
	Iteration 28Q: 3 clusters Score -6816760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -6816755.000000 Penalty: 5444.407715
	Iteration 29Q: 3 clusters Score -6816755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -6816761.000000 Penalty: 5444.407715
	Iteration 30Q: 3 clusters Score -6816761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -6816759.500000 Penalty: 5444.407715
	Iteration 31Q: 3 clusters Score -6816760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -6816759.500000 Penalty: 5444.407715
	Iteration 32F: 3 clusters Score -6816760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -648848.750000 Penalty: 2153.437500
	Iteration 0F: 2 clusters Score -648848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -643815.312500 Penalty: 4306.875000
	Iteration 0F: 3 clusters Score -643815.3 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -645244.437500 Penalty: 4306.875000
	Iteration 1F: 3 clusters Score -645244.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -645619.937500 Penalty: 4306.875000
	Iteration 2F: 3 clusters Score -645619.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -645907.687500 Penalty: 4306.875000
	Iteration 3F: 3 clusters Score -645907.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -646170.437500 Penalty: 4306.875000
	Iteration 4F: 3 clusters Score -646170.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -646467.062500 Penalty: 4306.875000
	Iteration 5F: 3 clusters Score -646467.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -646738.000000 Penalty: 4306.875000
	Iteration 6F: 3 clusters Score -646738 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -646964.250000 Penalty: 4306.875000
	Iteration 7Q: 3 clusters Score -646964.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -647130.125000 Penalty: 4306.875000
	Iteration 8Q: 3 clusters Score -647130.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -647278.937500 Penalty: 4306.875000
	Iteration 9Q: 3 clusters Score -647278.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -647437.125000 Penalty: 4306.875000
	Iteration 10Q: 3 clusters Score -647437.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -647597.937500 Penalty: 4306.875000
	Iteration 11Q: 3 clusters Score -647597.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -647735.937500 Penalty: 4306.875000
	Iteration 12Q: 3 clusters Score -647735.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -647852.437500 Penalty: 4306.875000
	Iteration 13Q: 3 clusters Score -647852.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -647957.562500 Penalty: 4306.875000
	Iteration 14Q: 3 clusters Score -647957.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -648025.937500 Penalty: 4306.875000
	Iteration 15Q: 3 clusters Score -648025.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -648089.187500 Penalty: 4306.875000
	Iteration 16Q: 3 clusters Score -648089.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -648148.250000 Penalty: 4306.875000
	Iteration 17Q: 3 clusters Score -648148.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -648201.062500 Penalty: 4306.875000
	Iteration 18Q: 3 clusters Score -648201.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -648252.125000 Penalty: 4306.875000
	Iteration 19Q: 3 clusters Score -648252.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -648300.000000 Penalty: 4306.875000
	Iteration 20F: 3 clusters Score -648300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -648349.500000 Penalty: 4306.875000
	Iteration 21Q: 3 clusters Score -648349.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -648382.375000 Penalty: 4306.875000
	Iteration 22Q: 3 clusters Score -648382.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -648403.937500 Penalty: 4306.875000
	Iteration 23Q: 3 clusters Score -648403.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -648419.687500 Penalty: 4306.875000
	Iteration 24Q: 3 clusters Score -648419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -648424.750000 Penalty: 4306.875000
	Iteration 25Q: 3 clusters Score -648424.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -648431.312500 Penalty: 4306.875000
	Iteration 26Q: 3 clusters Score -648431.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -648435.062500 Penalty: 4306.875000
	Iteration 27Q: 3 clusters Score -648435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -648438.812500 Penalty: 4306.875000
	Iteration 28Q: 3 clusters Score -648438.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -648438.312500 Penalty: 4306.875000
	Iteration 29Q: 3 clusters Score -648438.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -648440.687500 Penalty: 4306.875000
	Iteration 30Q: 3 clusters Score -648440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -648440.500000 Penalty: 4306.875000
	Iteration 31Q: 3 clusters Score -648440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -648441.500000 Penalty: 4306.875000
	Iteration 32Q: 3 clusters Score -648441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -648444.125000 Penalty: 4306.875000
	Iteration 33Q: 3 clusters Score -648444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -648444.625000 Penalty: 4306.875000
	Iteration 34Q: 3 clusters Score -648444.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -648444.875000 Penalty: 4306.875000
	Iteration 35Q: 3 clusters Score -648444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -648445.125000 Penalty: 4306.875000
	Iteration 36Q: 3 clusters Score -648445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -648446.062500 Penalty: 4306.875000
	Iteration 37Q: 3 clusters Score -648446.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -648446.625000 Penalty: 4306.875000
	Iteration 38Q: 3 clusters Score -648446.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -648447.750000 Penalty: 4306.875000
	Iteration 39Q: 3 clusters Score -648447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -648447.750000 Penalty: 4306.875000
	Iteration 40F: 3 clusters Score -648447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Entering Unmasked Estep 
Score: -745897.812500 Penalty: 2193.645752
	Iteration 0F: 2 clusters Score -745897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -740210.125000 Penalty: 4387.291504
	Iteration 0F: 3 clusters Score -740210.1 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -741886.062500 Penalty: 4387.291504
	Iteration 1F: 3 clusters Score -741886.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -742392.875000 Penalty: 4387.291504
	Iteration 2F: 3 clusters Score -742392.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -742849.125000 Penalty: 4387.291504
	Iteration 3F: 3 clusters Score -742849.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -743281.312500 Penalty: 4387.291504
	Iteration 4F: 3 clusters Score -743281.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -743645.187500 Penalty: 4387.291504
	Iteration 5F: 3 clusters Score -743645.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -744018.812500 Penalty: 4387.291504
	Iteration 6F: 3 clusters Score -744018.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -744513.312500 Penalty: 4387.291504
	Iteration 7F: 3 clusters Score -744513.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -745009.125000 Penalty: 4387.291504
	Iteration 8Q: 3 clusters Score -745009.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -745351.750000 Penalty: 4387.291504
	Iteration 9Q: 3 clusters Score -745351.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -745597.250000 Penalty: 4387.291504
	Iteration 10Q: 3 clusters Score -745597.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -745758.312500 Penalty: 4387.291504
	Iteration 11Q: 3 clusters Score -745758.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -745889.187500 Penalty: 4387.291504
	Iteration 12Q: 3 clusters Score -745889.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -745964.437500 Penalty: 4387.291504
	Iteration 13Q: 3 clusters Score -745964.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -746009.187500 Penalty: 4387.291504
	Iteration 14Q: 3 clusters Score -746009.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -746030.437500 Penalty: 4387.291504
	Iteration 15Q: 3 clusters Score -746030.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -746044.562500 Penalty: 4387.291504
	Iteration 16Q: 3 clusters Score -746044.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -746054.437500 Penalty: 4387.291504
	Iteration 17Q: 3 clusters Score -746054.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -746062.875000 Penalty: 4387.291504
	Iteration 18Q: 3 clusters Score -746062.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -746065.312500 Penalty: 4387.291504
	Iteration 19Q: 3 clusters Score -746065.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -746069.125000 Penalty: 4387.291504
	Iteration 20F: 3 clusters Score -746069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -746072.312500 Penalty: 4387.291504
	Iteration 21Q: 3 clusters Score -746072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -746073.000000 Penalty: 4387.291504
	Iteration 22Q: 3 clusters Score -746073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -746073.062500 Penalty: 4387.291504
	Iteration 23Q: 3 clusters Score -746073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -746072.375000 Penalty: 4387.291504
	Iteration 24Q: 3 clusters Score -746072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -746073.750000 Penalty: 4387.291504
	Iteration 25Q: 3 clusters Score -746073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -746074.250000 Penalty: 4387.291504
	Iteration 26Q: 3 clusters Score -746074.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -746074.875000 Penalty: 4387.291504
	Iteration 27Q: 3 clusters Score -746074.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -746074.875000 Penalty: 4387.291504
	Iteration 28F: 3 clusters Score -746074.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 1308 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257458 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188428 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92664 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15133 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27567 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37238 members 
Mstep: Class 37 contains 177963 members 
Mstep: Class 38 contains 45129 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6474 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19971 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 5634 members 
Entering Unmasked Estep 
Score: -225959536.000000 Penalty: 165589.750000
Splitting cluster 11 changes total score from -225960160.000000 to -225959536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Entering Unmasked Estep 
Score: -1377686.750000 Penalty: 2330.287842
	Iteration 0F: 2 clusters Score -1377687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1368777.500000 Penalty: 4660.575684
	Iteration 0F: 3 clusters Score -1368778 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1371546.250000 Penalty: 4660.575684
	Iteration 1F: 3 clusters Score -1371546 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1372106.875000 Penalty: 4660.575684
	Iteration 2F: 3 clusters Score -1372107 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1372718.625000 Penalty: 4660.575684
	Iteration 3F: 3 clusters Score -1372719 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1373414.125000 Penalty: 4660.575684
	Iteration 4F: 3 clusters Score -1373414 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1374134.500000 Penalty: 4660.575684
	Iteration 5F: 3 clusters Score -1374134 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1374782.250000 Penalty: 4660.575684
	Iteration 6F: 3 clusters Score -1374782 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1375360.625000 Penalty: 4660.575684
	Iteration 7F: 3 clusters Score -1375361 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1375826.625000 Penalty: 4660.575684
	Iteration 8Q: 3 clusters Score -1375827 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1376132.000000 Penalty: 4660.575684
	Iteration 9Q: 3 clusters Score -1376132 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1376345.000000 Penalty: 4660.575684
	Iteration 10Q: 3 clusters Score -1376345 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1376478.125000 Penalty: 4660.575684
	Iteration 11Q: 3 clusters Score -1376478 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1376525.375000 Penalty: 4660.575684
	Iteration 12Q: 3 clusters Score -1376525 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1376562.625000 Penalty: 4660.575684
	Iteration 13Q: 3 clusters Score -1376563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1376581.250000 Penalty: 4660.575684
	Iteration 14Q: 3 clusters Score -1376581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1376589.125000 Penalty: 4660.575684
	Iteration 15Q: 3 clusters Score -1376589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1376594.250000 Penalty: 4660.575684
	Iteration 16Q: 3 clusters Score -1376594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1376597.500000 Penalty: 4660.575684
	Iteration 17Q: 3 clusters Score -1376598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1376598.375000 Penalty: 4660.575684
	Iteration 18Q: 3 clusters Score -1376598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1376599.000000 Penalty: 4660.575684
	Iteration 19Q: 3 clusters Score -1376599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1376600.250000 Penalty: 4660.575684
	Iteration 20F: 3 clusters Score -1376600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1376598.125000 Penalty: 4660.575684
	Iteration 21Q: 3 clusters Score -1376598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1376600.625000 Penalty: 4660.575684
	Iteration 22Q: 3 clusters Score -1376601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1376602.750000 Penalty: 4660.575684
	Iteration 23Q: 3 clusters Score -1376603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1376602.000000 Penalty: 4660.575684
	Iteration 24Q: 3 clusters Score -1376602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1376602.000000 Penalty: 4660.575684
	Iteration 25F: 3 clusters Score -1376602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Entering Unmasked Estep 
Score: -3349830.000000 Penalty: 2542.126709
	Iteration 0F: 2 clusters Score -3349830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3330355.000000 Penalty: 5084.253418
	Iteration 0F: 3 clusters Score -3330355 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3337259.500000 Penalty: 5084.253418
	Iteration 1F: 3 clusters Score -3337260 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3337837.750000 Penalty: 5084.253418
	Iteration 2F: 3 clusters Score -3337838 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3338477.000000 Penalty: 5084.253418
	Iteration 3F: 3 clusters Score -3338477 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3339316.750000 Penalty: 5084.253418
	Iteration 4F: 3 clusters Score -3339317 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3340377.250000 Penalty: 5084.253418
	Iteration 5F: 3 clusters Score -3340377 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3341577.750000 Penalty: 5084.253418
	Iteration 6F: 3 clusters Score -3341578 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3342707.250000 Penalty: 5084.253418
	Iteration 7F: 3 clusters Score -3342707 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3343680.750000 Penalty: 5084.253418
	Iteration 8F: 3 clusters Score -3343681 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -3344483.250000 Penalty: 5084.253418
	Iteration 9Q: 3 clusters Score -3344483 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3345082.000000 Penalty: 5084.253418
	Iteration 10Q: 3 clusters Score -3345082 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3345576.750000 Penalty: 5084.253418
	Iteration 11Q: 3 clusters Score -3345577 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3345929.250000 Penalty: 5084.253418
	Iteration 12Q: 3 clusters Score -3345929 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3346151.250000 Penalty: 5084.253418
	Iteration 13Q: 3 clusters Score -3346151 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3346353.500000 Penalty: 5084.253418
	Iteration 14Q: 3 clusters Score -3346354 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -3346497.750000 Penalty: 5084.253418
	Iteration 15Q: 3 clusters Score -3346498 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3346637.250000 Penalty: 5084.253418
	Iteration 16Q: 3 clusters Score -3346637 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3346763.500000 Penalty: 5084.253418
	Iteration 17Q: 3 clusters Score -3346764 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3346878.000000 Penalty: 5084.253418
	Iteration 18Q: 3 clusters Score -3346878 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3346972.500000 Penalty: 5084.253418
	Iteration 19Q: 3 clusters Score -3346972 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3347058.250000 Penalty: 5084.253418
	Iteration 20F: 3 clusters Score -3347058 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3347172.250000 Penalty: 5084.253418
	Iteration 21Q: 3 clusters Score -3347172 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3347257.750000 Penalty: 5084.253418
	Iteration 22Q: 3 clusters Score -3347258 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3347324.750000 Penalty: 5084.253418
	Iteration 23Q: 3 clusters Score -3347325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3347391.750000 Penalty: 5084.253418
	Iteration 24Q: 3 clusters Score -3347392 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3347463.500000 Penalty: 5084.253418
	Iteration 25Q: 3 clusters Score -3347464 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3347550.750000 Penalty: 5084.253418
	Iteration 26Q: 3 clusters Score -3347551 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3347622.000000 Penalty: 5084.253418
	Iteration 27Q: 3 clusters Score -3347622 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3347704.000000 Penalty: 5084.253418
	Iteration 28Q: 3 clusters Score -3347704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3347764.500000 Penalty: 5084.253418
	Iteration 29Q: 3 clusters Score -3347764 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3347799.250000 Penalty: 5084.253418
	Iteration 30Q: 3 clusters Score -3347799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3347824.500000 Penalty: 5084.253418
	Iteration 31Q: 3 clusters Score -3347824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3347847.500000 Penalty: 5084.253418
	Iteration 32Q: 3 clusters Score -3347848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3347864.000000 Penalty: 5084.253418
	Iteration 33Q: 3 clusters Score -3347864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3347874.250000 Penalty: 5084.253418
	Iteration 34Q: 3 clusters Score -3347874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3347890.000000 Penalty: 5084.253418
	Iteration 35Q: 3 clusters Score -3347890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3347904.500000 Penalty: 5084.253418
	Iteration 36Q: 3 clusters Score -3347904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3347913.750000 Penalty: 5084.253418
	Iteration 37Q: 3 clusters Score -3347914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3347935.250000 Penalty: 5084.253418
	Iteration 38Q: 3 clusters Score -3347935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3347957.000000 Penalty: 5084.253418
	Iteration 39Q: 3 clusters Score -3347957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3347971.000000 Penalty: 5084.253418
	Iteration 40F: 3 clusters Score -3347971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3347976.250000 Penalty: 5084.253418
	Iteration 41Q: 3 clusters Score -3347976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3347981.000000 Penalty: 5084.253418
	Iteration 42Q: 3 clusters Score -3347981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3347983.750000 Penalty: 5084.253418
	Iteration 43Q: 3 clusters Score -3347984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3347985.000000 Penalty: 5084.253418
	Iteration 44Q: 3 clusters Score -3347985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3347992.250000 Penalty: 5084.253418
	Iteration 45Q: 3 clusters Score -3347992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3347990.250000 Penalty: 5084.253418
	Iteration 46Q: 3 clusters Score -3347990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3347991.000000 Penalty: 5084.253418
	Iteration 47Q: 3 clusters Score -3347991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3347990.250000 Penalty: 5084.253418
	Iteration 48Q: 3 clusters Score -3347990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3347989.000000 Penalty: 5084.253418
	Iteration 49Q: 3 clusters Score -3347989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3347991.750000 Penalty: 5084.253418
	Iteration 50Q: 3 clusters Score -3347992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3347991.000000 Penalty: 5084.253418
	Iteration 51Q: 3 clusters Score -3347991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3347993.750000 Penalty: 5084.253418
	Iteration 52Q: 3 clusters Score -3347994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3347991.000000 Penalty: 5084.253418
	Iteration 53Q: 3 clusters Score -3347991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3347994.750000 Penalty: 5084.253418
	Iteration 54Q: 3 clusters Score -3347995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3348005.000000 Penalty: 5084.253418
	Iteration 55Q: 3 clusters Score -3348005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3348004.000000 Penalty: 5084.253418
	Iteration 56Q: 3 clusters Score -3348004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3348002.000000 Penalty: 5084.253418
	Iteration 57Q: 3 clusters Score -3348002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3348006.250000 Penalty: 5084.253418
	Iteration 58Q: 3 clusters Score -3348006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3348002.500000 Penalty: 5084.253418
	Iteration 59Q: 3 clusters Score -3348002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3348001.250000 Penalty: 5084.253418
	Iteration 60F: 3 clusters Score -3348001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3348005.000000 Penalty: 5084.253418
	Iteration 61Q: 3 clusters Score -3348005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3348005.000000 Penalty: 5084.253418
	Iteration 62F: 3 clusters Score -3348005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Entering Unmasked Estep 
Score: -2084395.625000 Penalty: 2431.583252
	Iteration 0F: 2 clusters Score -2084396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2071526.875000 Penalty: 4863.166504
	Iteration 0F: 3 clusters Score -2071527 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2075715.625000 Penalty: 4863.166504
	Iteration 1F: 3 clusters Score -2075716 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2076089.125000 Penalty: 4863.166504
	Iteration 2F: 3 clusters Score -2076089 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2076425.125000 Penalty: 4863.166504
	Iteration 3Q: 3 clusters Score -2076425 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2076729.375000 Penalty: 4863.166504
	Iteration 4Q: 3 clusters Score -2076729 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2077011.125000 Penalty: 4863.166504
	Iteration 5Q: 3 clusters Score -2077011 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2077318.875000 Penalty: 4863.166504
	Iteration 6Q: 3 clusters Score -2077319 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2077669.250000 Penalty: 4863.166504
	Iteration 7Q: 3 clusters Score -2077669 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2078046.375000 Penalty: 4863.166504
	Iteration 8Q: 3 clusters Score -2078046 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2078430.000000 Penalty: 4863.166504
	Iteration 9Q: 3 clusters Score -2078430 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2078816.375000 Penalty: 4863.166504
	Iteration 10Q: 3 clusters Score -2078816 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2079217.250000 Penalty: 4863.166504
	Iteration 11Q: 3 clusters Score -2079217 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2079640.750000 Penalty: 4863.166504
	Iteration 12Q: 3 clusters Score -2079641 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2080099.000000 Penalty: 4863.166504
	Iteration 13Q: 3 clusters Score -2080099 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2080569.625000 Penalty: 4863.166504
	Iteration 14Q: 3 clusters Score -2080570 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2081014.875000 Penalty: 4863.166504
	Iteration 15Q: 3 clusters Score -2081015 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2081355.625000 Penalty: 4863.166504
	Iteration 16Q: 3 clusters Score -2081356 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2081605.375000 Penalty: 4863.166504
	Iteration 17Q: 3 clusters Score -2081605 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2081773.000000 Penalty: 4863.166504
	Iteration 18Q: 3 clusters Score -2081773 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2081919.875000 Penalty: 4863.166504
	Iteration 19Q: 3 clusters Score -2081920 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2082015.250000 Penalty: 4863.166504
	Iteration 20F: 3 clusters Score -2082015 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2082070.125000 Penalty: 4863.166504
	Iteration 21Q: 3 clusters Score -2082070 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2082105.750000 Penalty: 4863.166504
	Iteration 22Q: 3 clusters Score -2082106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2082141.125000 Penalty: 4863.166504
	Iteration 23Q: 3 clusters Score -2082141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2082173.875000 Penalty: 4863.166504
	Iteration 24Q: 3 clusters Score -2082174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2082197.375000 Penalty: 4863.166504
	Iteration 25Q: 3 clusters Score -2082197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2082213.375000 Penalty: 4863.166504
	Iteration 26Q: 3 clusters Score -2082213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2082227.500000 Penalty: 4863.166504
	Iteration 27Q: 3 clusters Score -2082228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2082246.375000 Penalty: 4863.166504
	Iteration 28Q: 3 clusters Score -2082246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2082261.125000 Penalty: 4863.166504
	Iteration 29Q: 3 clusters Score -2082261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2082269.250000 Penalty: 4863.166504
	Iteration 30Q: 3 clusters Score -2082269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2082284.875000 Penalty: 4863.166504
	Iteration 31Q: 3 clusters Score -2082285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2082293.375000 Penalty: 4863.166504
	Iteration 32Q: 3 clusters Score -2082293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2082301.000000 Penalty: 4863.166504
	Iteration 33Q: 3 clusters Score -2082301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2082307.250000 Penalty: 4863.166504
	Iteration 34Q: 3 clusters Score -2082307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2082314.875000 Penalty: 4863.166504
	Iteration 35Q: 3 clusters Score -2082315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2082325.000000 Penalty: 4863.166504
	Iteration 36Q: 3 clusters Score -2082325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2082336.875000 Penalty: 4863.166504
	Iteration 37Q: 3 clusters Score -2082337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2082342.625000 Penalty: 4863.166504
	Iteration 38Q: 3 clusters Score -2082343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2082345.875000 Penalty: 4863.166504
	Iteration 39Q: 3 clusters Score -2082346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2082356.500000 Penalty: 4863.166504
	Iteration 40F: 3 clusters Score -2082356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2082360.125000 Penalty: 4863.166504
	Iteration 41Q: 3 clusters Score -2082360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2082366.250000 Penalty: 4863.166504
	Iteration 42Q: 3 clusters Score -2082366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2082371.875000 Penalty: 4863.166504
	Iteration 43Q: 3 clusters Score -2082372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2082372.375000 Penalty: 4863.166504
	Iteration 44Q: 3 clusters Score -2082372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2082385.125000 Penalty: 4863.166504
	Iteration 45Q: 3 clusters Score -2082385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2082389.250000 Penalty: 4863.166504
	Iteration 46Q: 3 clusters Score -2082389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2082393.875000 Penalty: 4863.166504
	Iteration 47Q: 3 clusters Score -2082394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2082395.375000 Penalty: 4863.166504
	Iteration 48Q: 3 clusters Score -2082395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2082398.750000 Penalty: 4863.166504
	Iteration 49Q: 3 clusters Score -2082399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2082399.000000 Penalty: 4863.166504
	Iteration 50Q: 3 clusters Score -2082399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2082402.000000 Penalty: 4863.166504
	Iteration 51Q: 3 clusters Score -2082402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2082403.750000 Penalty: 4863.166504
	Iteration 52Q: 3 clusters Score -2082404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2082407.375000 Penalty: 4863.166504
	Iteration 53Q: 3 clusters Score -2082407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2082413.500000 Penalty: 4863.166504
	Iteration 54Q: 3 clusters Score -2082414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2082420.000000 Penalty: 4863.166504
	Iteration 55Q: 3 clusters Score -2082420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2082420.625000 Penalty: 4863.166504
	Iteration 56Q: 3 clusters Score -2082421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2082422.250000 Penalty: 4863.166504
	Iteration 57Q: 3 clusters Score -2082422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2082423.375000 Penalty: 4863.166504
	Iteration 58Q: 3 clusters Score -2082423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2082422.625000 Penalty: 4863.166504
	Iteration 59Q: 3 clusters Score -2082423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2082425.375000 Penalty: 4863.166504
	Iteration 60F: 3 clusters Score -2082425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2082431.125000 Penalty: 4863.166504
	Iteration 61Q: 3 clusters Score -2082431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2082436.125000 Penalty: 4863.166504
	Iteration 62Q: 3 clusters Score -2082436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2082438.125000 Penalty: 4863.166504
	Iteration 63Q: 3 clusters Score -2082438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2082444.625000 Penalty: 4863.166504
	Iteration 64Q: 3 clusters Score -2082445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2082444.500000 Penalty: 4863.166504
	Iteration 65Q: 3 clusters Score -2082444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2082444.500000 Penalty: 4863.166504
	Iteration 66Q: 3 clusters Score -2082444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2082445.500000 Penalty: 4863.166504
	Iteration 67Q: 3 clusters Score -2082446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2082445.500000 Penalty: 4863.166504
	Iteration 68F: 3 clusters Score -2082446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Entering Unmasked Estep 
Score: -837861.000000 Penalty: 2215.450684
	Iteration 0F: 2 clusters Score -837861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -831760.312500 Penalty: 4430.901367
	Iteration 0F: 3 clusters Score -831760.3 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -833517.187500 Penalty: 4430.901367
	Iteration 1F: 3 clusters Score -833517.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -833979.875000 Penalty: 4430.901367
	Iteration 2F: 3 clusters Score -833979.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -834491.812500 Penalty: 4430.901367
	Iteration 3F: 3 clusters Score -834491.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -835073.687500 Penalty: 4430.901367
	Iteration 4F: 3 clusters Score -835073.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -835537.562500 Penalty: 4430.901367
	Iteration 5F: 3 clusters Score -835537.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -835866.562500 Penalty: 4430.901367
	Iteration 6F: 3 clusters Score -835866.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -836104.125000 Penalty: 4430.901367
	Iteration 7Q: 3 clusters Score -836104.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -836242.875000 Penalty: 4430.901367
	Iteration 8Q: 3 clusters Score -836242.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -836340.562500 Penalty: 4430.901367
	Iteration 9Q: 3 clusters Score -836340.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -836426.937500 Penalty: 4430.901367
	Iteration 10Q: 3 clusters Score -836426.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -836492.187500 Penalty: 4430.901367
	Iteration 11Q: 3 clusters Score -836492.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -836567.250000 Penalty: 4430.901367
	Iteration 12Q: 3 clusters Score -836567.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -836616.375000 Penalty: 4430.901367
	Iteration 13Q: 3 clusters Score -836616.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -836646.562500 Penalty: 4430.901367
	Iteration 14Q: 3 clusters Score -836646.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -836666.562500 Penalty: 4430.901367
	Iteration 15Q: 3 clusters Score -836666.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -836680.500000 Penalty: 4430.901367
	Iteration 16Q: 3 clusters Score -836680.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -836688.937500 Penalty: 4430.901367
	Iteration 17Q: 3 clusters Score -836688.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -836696.875000 Penalty: 4430.901367
	Iteration 18Q: 3 clusters Score -836696.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -836703.375000 Penalty: 4430.901367
	Iteration 19Q: 3 clusters Score -836703.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -836708.062500 Penalty: 4430.901367
	Iteration 20F: 3 clusters Score -836708.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -836711.437500 Penalty: 4430.901367
	Iteration 21Q: 3 clusters Score -836711.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -836714.250000 Penalty: 4430.901367
	Iteration 22Q: 3 clusters Score -836714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -836715.937500 Penalty: 4430.901367
	Iteration 23Q: 3 clusters Score -836715.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -836716.562500 Penalty: 4430.901367
	Iteration 24Q: 3 clusters Score -836716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -836718.812500 Penalty: 4430.901367
	Iteration 25Q: 3 clusters Score -836718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -836718.437500 Penalty: 4430.901367
	Iteration 26Q: 3 clusters Score -836718.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -836718.437500 Penalty: 4430.901367
	Iteration 27F: 3 clusters Score -836718.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (257458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257458 members 
Entering Unmasked Estep 
Score: -29953556.000000 Penalty: 3089.735596
	Iteration 0F: 2 clusters Score -2.995356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128848 members 
Mstep: Class 2 contains 128610 members 
Entering Unmasked Estep 
Score: -29803068.000000 Penalty: 6179.471191
	Iteration 0F: 3 clusters Score -2.980307e+07 nChanged 124423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 126821 members 
Entering Unmasked Estep 
Score: -29876740.000000 Penalty: 6179.471191
	Iteration 1F: 3 clusters Score -2.987674e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132051 members 
Mstep: Class 2 contains 125407 members 
Entering Unmasked Estep 
Score: -29878038.000000 Penalty: 6179.471191
	Iteration 2Q: 3 clusters Score -2.987804e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134350 members 
Mstep: Class 2 contains 123108 members 
Entering Unmasked Estep 
Score: -29879354.000000 Penalty: 6179.471191
	Iteration 3Q: 3 clusters Score -2.987935e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137836 members 
Mstep: Class 2 contains 119622 members 
Entering Unmasked Estep 
Score: -29880752.000000 Penalty: 6179.471191
	Iteration 4Q: 3 clusters Score -2.988075e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143153 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -29883010.000000 Penalty: 6179.471191
	Iteration 5Q: 3 clusters Score -2.988301e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -29886678.000000 Penalty: 6179.471191
	Iteration 6Q: 3 clusters Score -2.988668e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -29892902.000000 Penalty: 6179.471191
	Iteration 7F: 3 clusters Score -2.98929e+07 nChanged 17018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179660 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -29902332.000000 Penalty: 6179.471191
	Iteration 8F: 3 clusters Score -2.990233e+07 nChanged 20398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199654 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -29913988.000000 Penalty: 6179.471191
	Iteration 9F: 3 clusters Score -2.991399e+07 nChanged 20315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219767 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -29926326.000000 Penalty: 6179.471191
	Iteration 10F: 3 clusters Score -2.992633e+07 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235583 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -29936478.000000 Penalty: 6179.471191
	Iteration 11F: 3 clusters Score -2.993648e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245772 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -29943130.000000 Penalty: 6179.471191
	Iteration 12Q: 3 clusters Score -2.994313e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251560 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -29946918.000000 Penalty: 6179.471191
	Iteration 13Q: 3 clusters Score -2.994692e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254540 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -29948966.000000 Penalty: 6179.471191
	Iteration 14Q: 3 clusters Score -2.994897e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255912 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -29950038.000000 Penalty: 6179.471191
	Iteration 15Q: 3 clusters Score -2.995004e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256485 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -29950372.000000 Penalty: 6179.471191
	Iteration 16Q: 3 clusters Score -2.995037e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256751 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -29950644.000000 Penalty: 6179.471191
	Iteration 17Q: 3 clusters Score -2.995064e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256860 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -29950722.000000 Penalty: 6179.471191
	Iteration 18Q: 3 clusters Score -2.995072e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256935 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29950838.000000 Penalty: 6179.471191
	Iteration 19Q: 3 clusters Score -2.995084e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256963 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -29950926.000000 Penalty: 6179.471191
	Iteration 20F: 3 clusters Score -2.995093e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256986 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29950962.000000 Penalty: 6179.471191
	Iteration 21Q: 3 clusters Score -2.995096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256996 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -29951004.000000 Penalty: 6179.471191
	Iteration 22Q: 3 clusters Score -2.9951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257007 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -29951010.000000 Penalty: 6179.471191
	Iteration 23Q: 3 clusters Score -2.995101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257017 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29951002.000000 Penalty: 6179.471191
	Iteration 24Q: 3 clusters Score -2.9951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257024 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29951010.000000 Penalty: 6179.471191
	Iteration 25Q: 3 clusters Score -2.995101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257025 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29951018.000000 Penalty: 6179.471191
	Iteration 26Q: 3 clusters Score -2.995102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257026 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29951012.000000 Penalty: 6179.471191
	Iteration 27Q: 3 clusters Score -2.995101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257027 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -29951016.000000 Penalty: 6179.471191
	Iteration 28Q: 3 clusters Score -2.995102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257026 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29951026.000000 Penalty: 6179.471191
	Iteration 29Q: 3 clusters Score -2.995103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257028 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29951028.000000 Penalty: 6179.471191
	Iteration 30Q: 3 clusters Score -2.995103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257032 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29951024.000000 Penalty: 6179.471191
	Iteration 31Q: 3 clusters Score -2.995102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257033 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29951036.000000 Penalty: 6179.471191
	Iteration 32Q: 3 clusters Score -2.995104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257035 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -29951024.000000 Penalty: 6179.471191
	Iteration 33Q: 3 clusters Score -2.995102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257036 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29951032.000000 Penalty: 6179.471191
	Iteration 34Q: 3 clusters Score -2.995103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257036 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29951032.000000 Penalty: 6179.471191
	Iteration 35F: 3 clusters Score -2.995103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (275352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275352 members 
Entering Unmasked Estep 
Score: -32080084.000000 Penalty: 3106.399658
	Iteration 0F: 2 clusters Score -3.208008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137920 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -31915638.000000 Penalty: 6212.799316
	Iteration 0F: 3 clusters Score -3.191564e+07 nChanged 133409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140981 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -31994990.000000 Penalty: 6212.799316
	Iteration 1F: 3 clusters Score -3.199499e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 132318 members 
Entering Unmasked Estep 
Score: -31996402.000000 Penalty: 6212.799316
	Iteration 2Q: 3 clusters Score -3.19964e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146197 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -31998282.000000 Penalty: 6212.799316
	Iteration 3Q: 3 clusters Score -3.199828e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151136 members 
Mstep: Class 2 contains 124216 members 
Entering Unmasked Estep 
Score: -32000638.000000 Penalty: 6212.799316
	Iteration 4Q: 3 clusters Score -3.200064e+07 nChanged 10366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158672 members 
Mstep: Class 2 contains 116680 members 
Entering Unmasked Estep 
Score: -32004320.000000 Penalty: 6212.799316
	Iteration 5Q: 3 clusters Score -3.200432e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -32009910.000000 Penalty: 6212.799316
	Iteration 6Q: 3 clusters Score -3.200991e+07 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185500 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -32018240.000000 Penalty: 6212.799316
	Iteration 7F: 3 clusters Score -3.201824e+07 nChanged 20604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205378 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -32030002.000000 Penalty: 6212.799316
	Iteration 8F: 3 clusters Score -3.203e+07 nChanged 21257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226129 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -32043156.000000 Penalty: 6212.799316
	Iteration 9F: 3 clusters Score -3.204316e+07 nChanged 17635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243488 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -32055028.000000 Penalty: 6212.799316
	Iteration 10F: 3 clusters Score -3.205503e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255176 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -32063450.000000 Penalty: 6212.799316
	Iteration 11Q: 3 clusters Score -3.206345e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261796 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -32068848.000000 Penalty: 6212.799316
	Iteration 12Q: 3 clusters Score -3.206885e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265463 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -32071898.000000 Penalty: 6212.799316
	Iteration 13Q: 3 clusters Score -3.20719e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267565 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -32073722.000000 Penalty: 6212.799316
	Iteration 14Q: 3 clusters Score -3.207372e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268855 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -32074910.000000 Penalty: 6212.799316
	Iteration 15Q: 3 clusters Score -3.207491e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269627 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -32075596.000000 Penalty: 6212.799316
	Iteration 16Q: 3 clusters Score -3.20756e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270129 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -32076024.000000 Penalty: 6212.799316
	Iteration 17Q: 3 clusters Score -3.207602e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270494 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -32076352.000000 Penalty: 6212.799316
	Iteration 18Q: 3 clusters Score -3.207635e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270806 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -32076630.000000 Penalty: 6212.799316
	Iteration 19Q: 3 clusters Score -3.207663e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271053 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -32076874.000000 Penalty: 6212.799316
	Iteration 20F: 3 clusters Score -3.207687e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271258 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -32076984.000000 Penalty: 6212.799316
	Iteration 21Q: 3 clusters Score -3.207698e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271433 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -32077130.000000 Penalty: 6212.799316
	Iteration 22Q: 3 clusters Score -3.207713e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271566 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -32077216.000000 Penalty: 6212.799316
	Iteration 23Q: 3 clusters Score -3.207722e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271677 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -32077274.000000 Penalty: 6212.799316
	Iteration 24Q: 3 clusters Score -3.207727e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271768 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -32077296.000000 Penalty: 6212.799316
	Iteration 25Q: 3 clusters Score -3.20773e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271823 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -32077346.000000 Penalty: 6212.799316
	Iteration 26Q: 3 clusters Score -3.207735e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271876 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -32077384.000000 Penalty: 6212.799316
	Iteration 27Q: 3 clusters Score -3.207738e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271919 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -32077432.000000 Penalty: 6212.799316
	Iteration 28Q: 3 clusters Score -3.207743e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271952 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -32077466.000000 Penalty: 6212.799316
	Iteration 29Q: 3 clusters Score -3.207747e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271981 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -32077502.000000 Penalty: 6212.799316
	Iteration 30Q: 3 clusters Score -3.20775e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272015 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -32077512.000000 Penalty: 6212.799316
	Iteration 31Q: 3 clusters Score -3.207751e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272043 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -32077506.000000 Penalty: 6212.799316
	Iteration 32Q: 3 clusters Score -3.207751e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272071 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -32077542.000000 Penalty: 6212.799316
	Iteration 33Q: 3 clusters Score -3.207754e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272097 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -32077536.000000 Penalty: 6212.799316
	Iteration 34Q: 3 clusters Score -3.207754e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272123 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -32077626.000000 Penalty: 6212.799316
	Iteration 35Q: 3 clusters Score -3.207763e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272140 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -32077654.000000 Penalty: 6212.799316
	Iteration 36Q: 3 clusters Score -3.207765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272154 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -32077678.000000 Penalty: 6212.799316
	Iteration 37Q: 3 clusters Score -3.207768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272164 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -32077694.000000 Penalty: 6212.799316
	Iteration 38Q: 3 clusters Score -3.207769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272177 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -32077706.000000 Penalty: 6212.799316
	Iteration 39Q: 3 clusters Score -3.207771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272191 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -32077710.000000 Penalty: 6212.799316
	Iteration 40F: 3 clusters Score -3.207771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272213 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -32077704.000000 Penalty: 6212.799316
	Iteration 41Q: 3 clusters Score -3.20777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272233 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -32077704.000000 Penalty: 6212.799316
	Iteration 42Q: 3 clusters Score -3.20777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272247 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -32077678.000000 Penalty: 6212.799316
	Iteration 43Q: 3 clusters Score -3.207768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272258 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -32077708.000000 Penalty: 6212.799316
	Iteration 44Q: 3 clusters Score -3.207771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272268 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -32077682.000000 Penalty: 6212.799316
	Iteration 45Q: 3 clusters Score -3.207768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272274 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -32077694.000000 Penalty: 6212.799316
	Iteration 46Q: 3 clusters Score -3.207769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272278 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -32077688.000000 Penalty: 6212.799316
	Iteration 47Q: 3 clusters Score -3.207769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272281 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -32077698.000000 Penalty: 6212.799316
	Iteration 48Q: 3 clusters Score -3.20777e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272287 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -32077708.000000 Penalty: 6212.799316
	Iteration 49Q: 3 clusters Score -3.207771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272292 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -32077722.000000 Penalty: 6212.799316
	Iteration 50Q: 3 clusters Score -3.207772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272299 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -32077746.000000 Penalty: 6212.799316
	Iteration 51Q: 3 clusters Score -3.207775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272308 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -32077722.000000 Penalty: 6212.799316
	Iteration 52Q: 3 clusters Score -3.207772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272311 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -32077728.000000 Penalty: 6212.799316
	Iteration 53Q: 3 clusters Score -3.207773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272314 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -32077702.000000 Penalty: 6212.799316
	Iteration 54Q: 3 clusters Score -3.20777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272320 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -32077730.000000 Penalty: 6212.799316
	Iteration 55Q: 3 clusters Score -3.207773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272326 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -32077726.000000 Penalty: 6212.799316
	Iteration 56Q: 3 clusters Score -3.207773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272332 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -32077728.000000 Penalty: 6212.799316
	Iteration 57Q: 3 clusters Score -3.207773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272337 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -32077734.000000 Penalty: 6212.799316
	Iteration 58Q: 3 clusters Score -3.207773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272343 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -32077714.000000 Penalty: 6212.799316
	Iteration 59Q: 3 clusters Score -3.207771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272347 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -32077708.000000 Penalty: 6212.799316
	Iteration 60F: 3 clusters Score -3.207771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272351 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -32077736.000000 Penalty: 6212.799316
	Iteration 61Q: 3 clusters Score -3.207774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272356 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -32077736.000000 Penalty: 6212.799316
	Iteration 62Q: 3 clusters Score -3.207774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272359 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -32077752.000000 Penalty: 6212.799316
	Iteration 63Q: 3 clusters Score -3.207775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272363 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -32077744.000000 Penalty: 6212.799316
	Iteration 64Q: 3 clusters Score -3.207774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272365 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -32077766.000000 Penalty: 6212.799316
	Iteration 65Q: 3 clusters Score -3.207777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272365 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -32077766.000000 Penalty: 6212.799316
	Iteration 66F: 3 clusters Score -3.207777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188428 members 
Entering Unmasked Estep 
Score: -21950538.000000 Penalty: 3012.324707
	Iteration 0F: 2 clusters Score -2.195054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -21828208.000000 Penalty: 6024.649414
	Iteration 0F: 3 clusters Score -2.182821e+07 nChanged 90717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 94916 members 
Entering Unmasked Estep 
Score: -21880412.000000 Penalty: 6024.649414
	Iteration 1F: 3 clusters Score -2.188041e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 95428 members 
Entering Unmasked Estep 
Score: -21881364.000000 Penalty: 6024.649414
	Iteration 2Q: 3 clusters Score -2.188136e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -21882356.000000 Penalty: 6024.649414
	Iteration 3Q: 3 clusters Score -2.188236e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -21883632.000000 Penalty: 6024.649414
	Iteration 4Q: 3 clusters Score -2.188363e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89661 members 
Mstep: Class 2 contains 98767 members 
Entering Unmasked Estep 
Score: -21885424.000000 Penalty: 6024.649414
	Iteration 5Q: 3 clusters Score -2.188542e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -21888120.000000 Penalty: 6024.649414
	Iteration 6Q: 3 clusters Score -2.188812e+07 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -21891888.000000 Penalty: 6024.649414
	Iteration 7Q: 3 clusters Score -2.189189e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 106925 members 
Entering Unmasked Estep 
Score: -21896684.000000 Penalty: 6024.649414
	Iteration 8Q: 3 clusters Score -2.189668e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 111503 members 
Entering Unmasked Estep 
Score: -21902024.000000 Penalty: 6024.649414
	Iteration 9F: 3 clusters Score -2.190202e+07 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -21907234.000000 Penalty: 6024.649414
	Iteration 10F: 3 clusters Score -2.190723e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 124579 members 
Entering Unmasked Estep 
Score: -21912718.000000 Penalty: 6024.649414
	Iteration 11Q: 3 clusters Score -2.191272e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 133049 members 
Entering Unmasked Estep 
Score: -21918408.000000 Penalty: 6024.649414
	Iteration 12Q: 3 clusters Score -2.191841e+07 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 142666 members 
Entering Unmasked Estep 
Score: -21924522.000000 Penalty: 6024.649414
	Iteration 13F: 3 clusters Score -2.192452e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -21931342.000000 Penalty: 6024.649414
	Iteration 14F: 3 clusters Score -2.193134e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -21937218.000000 Penalty: 6024.649414
	Iteration 15F: 3 clusters Score -2.193722e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 170381 members 
Entering Unmasked Estep 
Score: -21941580.000000 Penalty: 6024.649414
	Iteration 16Q: 3 clusters Score -2.194158e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 176382 members 
Entering Unmasked Estep 
Score: -21944582.000000 Penalty: 6024.649414
	Iteration 17Q: 3 clusters Score -2.194458e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 180387 members 
Entering Unmasked Estep 
Score: -21946282.000000 Penalty: 6024.649414
	Iteration 18Q: 3 clusters Score -2.194628e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -21947146.000000 Penalty: 6024.649414
	Iteration 19Q: 3 clusters Score -2.194715e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 184342 members 
Entering Unmasked Estep 
Score: -21947562.000000 Penalty: 6024.649414
	Iteration 20F: 3 clusters Score -2.194756e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 185227 members 
Entering Unmasked Estep 
Score: -21947792.000000 Penalty: 6024.649414
	Iteration 21Q: 3 clusters Score -2.194779e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 185778 members 
Entering Unmasked Estep 
Score: -21947984.000000 Penalty: 6024.649414
	Iteration 22Q: 3 clusters Score -2.194798e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 186155 members 
Entering Unmasked Estep 
Score: -21948010.000000 Penalty: 6024.649414
	Iteration 23Q: 3 clusters Score -2.194801e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 186441 members 
Entering Unmasked Estep 
Score: -21948084.000000 Penalty: 6024.649414
	Iteration 24Q: 3 clusters Score -2.194808e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 186615 members 
Entering Unmasked Estep 
Score: -21948148.000000 Penalty: 6024.649414
	Iteration 25Q: 3 clusters Score -2.194815e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 186752 members 
Entering Unmasked Estep 
Score: -21948216.000000 Penalty: 6024.649414
	Iteration 26Q: 3 clusters Score -2.194822e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 186855 members 
Entering Unmasked Estep 
Score: -21948202.000000 Penalty: 6024.649414
	Iteration 27Q: 3 clusters Score -2.19482e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 186937 members 
Entering Unmasked Estep 
Score: -21948234.000000 Penalty: 6024.649414
	Iteration 28Q: 3 clusters Score -2.194823e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 186994 members 
Entering Unmasked Estep 
Score: -21948278.000000 Penalty: 6024.649414
	Iteration 29Q: 3 clusters Score -2.194828e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 187044 members 
Entering Unmasked Estep 
Score: -21948308.000000 Penalty: 6024.649414
	Iteration 30Q: 3 clusters Score -2.194831e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 187082 members 
Entering Unmasked Estep 
Score: -21948302.000000 Penalty: 6024.649414
	Iteration 31Q: 3 clusters Score -2.19483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 187118 members 
Entering Unmasked Estep 
Score: -21948298.000000 Penalty: 6024.649414
	Iteration 32Q: 3 clusters Score -2.19483e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 187154 members 
Entering Unmasked Estep 
Score: -21948298.000000 Penalty: 6024.649414
	Iteration 33Q: 3 clusters Score -2.19483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 187180 members 
Entering Unmasked Estep 
Score: -21948328.000000 Penalty: 6024.649414
	Iteration 34Q: 3 clusters Score -2.194833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 187194 members 
Entering Unmasked Estep 
Score: -21948314.000000 Penalty: 6024.649414
	Iteration 35Q: 3 clusters Score -2.194831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 187208 members 
Entering Unmasked Estep 
Score: -21948302.000000 Penalty: 6024.649414
	Iteration 36Q: 3 clusters Score -2.19483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 187218 members 
Entering Unmasked Estep 
Score: -21948302.000000 Penalty: 6024.649414
	Iteration 37Q: 3 clusters Score -2.19483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 187232 members 
Entering Unmasked Estep 
Score: -21948320.000000 Penalty: 6024.649414
	Iteration 38Q: 3 clusters Score -2.194832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 187236 members 
Entering Unmasked Estep 
Score: -21948318.000000 Penalty: 6024.649414
	Iteration 39Q: 3 clusters Score -2.194832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 187239 members 
Entering Unmasked Estep 
Score: -21948326.000000 Penalty: 6024.649414
	Iteration 40F: 3 clusters Score -2.194833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 187239 members 
Entering Unmasked Estep 
Score: -21948320.000000 Penalty: 6024.649414
	Iteration 41Q: 3 clusters Score -2.194832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 187241 members 
Entering Unmasked Estep 
Score: -21948318.000000 Penalty: 6024.649414
	Iteration 42Q: 3 clusters Score -2.194832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 187239 members 
Entering Unmasked Estep 
Score: -21948328.000000 Penalty: 6024.649414
	Iteration 43Q: 3 clusters Score -2.194833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 187242 members 
Entering Unmasked Estep 
Score: -21948322.000000 Penalty: 6024.649414
	Iteration 44Q: 3 clusters Score -2.194832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 187245 members 
Entering Unmasked Estep 
Score: -21948320.000000 Penalty: 6024.649414
	Iteration 45Q: 3 clusters Score -2.194832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 187245 members 
Entering Unmasked Estep 
Score: -21948316.000000 Penalty: 6024.649414
	Iteration 46Q: 3 clusters Score -2.194832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 187245 members 
Entering Unmasked Estep 
Score: -21948316.000000 Penalty: 6024.649414
	Iteration 47F: 3 clusters Score -2.194832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -953537.250000 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -953537.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -946870.562500 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -946870.6 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -948802.062500 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -948802.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -949138.937500 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -949138.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -949369.437500 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -949369.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -949542.187500 Penalty: 4483.441406
	Iteration 4Q: 3 clusters Score -949542.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -949655.312500 Penalty: 4483.441406
	Iteration 5Q: 3 clusters Score -949655.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -949742.750000 Penalty: 4483.441406
	Iteration 6Q: 3 clusters Score -949742.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -949812.562500 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -949812.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -949871.062500 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -949871.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -949935.062500 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -949935.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -949989.312500 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -949989.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -950039.187500 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -950039.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -950083.812500 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -950083.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -950131.500000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -950131.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -950183.750000 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -950183.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -950237.437500 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -950237.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -950274.437500 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -950274.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -950317.750000 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -950317.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -950358.875000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -950358.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -950392.500000 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -950392.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -950431.000000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -950431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -950470.250000 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -950470.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -950498.750000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -950498.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -950518.500000 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -950518.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -950539.437500 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -950539.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -950555.750000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -950555.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -950571.875000 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -950571.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -950591.875000 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -950591.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -950605.250000 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -950605.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -950621.125000 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -950621.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -950632.937500 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -950632.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -950643.062500 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -950643.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -950651.125000 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -950651.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -950659.000000 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -950659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -950665.437500 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -950665.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -950670.187500 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -950670.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -950676.750000 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -950676.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -950685.187500 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -950685.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -950692.687500 Penalty: 4483.441406
	Iteration 38Q: 3 clusters Score -950692.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -950697.750000 Penalty: 4483.441406
	Iteration 39Q: 3 clusters Score -950697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -950704.875000 Penalty: 4483.441406
	Iteration 40F: 3 clusters Score -950704.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -950708.875000 Penalty: 4483.441406
	Iteration 41Q: 3 clusters Score -950708.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -950710.437500 Penalty: 4483.441406
	Iteration 42Q: 3 clusters Score -950710.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -950717.125000 Penalty: 4483.441406
	Iteration 43Q: 3 clusters Score -950717.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -950719.187500 Penalty: 4483.441406
	Iteration 44Q: 3 clusters Score -950719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -950722.187500 Penalty: 4483.441406
	Iteration 45Q: 3 clusters Score -950722.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -950726.625000 Penalty: 4483.441406
	Iteration 46Q: 3 clusters Score -950726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -950726.187500 Penalty: 4483.441406
	Iteration 47Q: 3 clusters Score -950726.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -950727.062500 Penalty: 4483.441406
	Iteration 48Q: 3 clusters Score -950727.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -950726.687500 Penalty: 4483.441406
	Iteration 49Q: 3 clusters Score -950726.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -950729.125000 Penalty: 4483.441406
	Iteration 50Q: 3 clusters Score -950729.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -950733.187500 Penalty: 4483.441406
	Iteration 51Q: 3 clusters Score -950733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -950735.312500 Penalty: 4483.441406
	Iteration 52Q: 3 clusters Score -950735.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -950738.062500 Penalty: 4483.441406
	Iteration 53Q: 3 clusters Score -950738.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -950740.562500 Penalty: 4483.441406
	Iteration 54Q: 3 clusters Score -950740.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -950746.250000 Penalty: 4483.441406
	Iteration 55Q: 3 clusters Score -950746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -950743.625000 Penalty: 4483.441406
	Iteration 56Q: 3 clusters Score -950743.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -950747.687500 Penalty: 4483.441406
	Iteration 57Q: 3 clusters Score -950747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -950748.562500 Penalty: 4483.441406
	Iteration 58Q: 3 clusters Score -950748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -950751.062500 Penalty: 4483.441406
	Iteration 59Q: 3 clusters Score -950751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -950750.500000 Penalty: 4483.441406
	Iteration 60F: 3 clusters Score -950750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -950752.562500 Penalty: 4483.441406
	Iteration 61Q: 3 clusters Score -950752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -950753.750000 Penalty: 4483.441406
	Iteration 62Q: 3 clusters Score -950753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -950753.625000 Penalty: 4483.441406
	Iteration 63Q: 3 clusters Score -950753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -950755.062500 Penalty: 4483.441406
	Iteration 64Q: 3 clusters Score -950755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -950756.562500 Penalty: 4483.441406
	Iteration 65Q: 3 clusters Score -950756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -950754.687500 Penalty: 4483.441406
	Iteration 66Q: 3 clusters Score -950754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -950753.312500 Penalty: 4483.441406
	Iteration 67Q: 3 clusters Score -950753.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -950754.687500 Penalty: 4483.441406
	Iteration 68Q: 3 clusters Score -950754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -950755.875000 Penalty: 4483.441406
	Iteration 69Q: 3 clusters Score -950755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -950755.000000 Penalty: 4483.441406
	Iteration 70Q: 3 clusters Score -950755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -950755.000000 Penalty: 4483.441406
	Iteration 71F: 3 clusters Score -950755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Entering Unmasked Estep 
Score: -36211.085938 Penalty: 1479.604492
	Iteration 0F: 2 clusters Score -36211.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34851.773438 Penalty: 2959.208984
	Iteration 0F: 3 clusters Score -34851.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35032.824219 Penalty: 2959.208984
	Iteration 1F: 3 clusters Score -35032.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35182.480469 Penalty: 2959.208984
	Iteration 2F: 3 clusters Score -35182.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35244.222656 Penalty: 2959.208984
	Iteration 3Q: 3 clusters Score -35244.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35309.878906 Penalty: 2959.208984
	Iteration 4Q: 3 clusters Score -35309.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35315.046875 Penalty: 2959.208984
	Iteration 5Q: 3 clusters Score -35315.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35315.046875 Penalty: 2959.208984
	Iteration 6F: 3 clusters Score -35315.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Entering Unmasked Estep 
Score: -4766540.500000 Penalty: 2634.729492
	Iteration 0F: 2 clusters Score -4766540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4738822.000000 Penalty: 5269.458984
	Iteration 0F: 3 clusters Score -4738822 nChanged 18796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4749236.000000 Penalty: 5269.458984
	Iteration 1F: 3 clusters Score -4749236 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4749953.500000 Penalty: 5269.458984
	Iteration 2Q: 3 clusters Score -4749954 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4750781.000000 Penalty: 5269.458984
	Iteration 3Q: 3 clusters Score -4750781 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4751738.000000 Penalty: 5269.458984
	Iteration 4Q: 3 clusters Score -4751738 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4752778.500000 Penalty: 5269.458984
	Iteration 5Q: 3 clusters Score -4752778 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4753867.500000 Penalty: 5269.458984
	Iteration 6Q: 3 clusters Score -4753868 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4754965.500000 Penalty: 5269.458984
	Iteration 7Q: 3 clusters Score -4754966 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4756002.500000 Penalty: 5269.458984
	Iteration 8Q: 3 clusters Score -4756002 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -4757064.000000 Penalty: 5269.458984
	Iteration 9Q: 3 clusters Score -4757064 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4758171.000000 Penalty: 5269.458984
	Iteration 10Q: 3 clusters Score -4758171 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -4759249.000000 Penalty: 5269.458984
	Iteration 11Q: 3 clusters Score -4759249 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -4760308.500000 Penalty: 5269.458984
	Iteration 12Q: 3 clusters Score -4760308 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4761223.500000 Penalty: 5269.458984
	Iteration 13Q: 3 clusters Score -4761224 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4762057.500000 Penalty: 5269.458984
	Iteration 14Q: 3 clusters Score -4762058 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4762682.000000 Penalty: 5269.458984
	Iteration 15Q: 3 clusters Score -4762682 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4763093.500000 Penalty: 5269.458984
	Iteration 16Q: 3 clusters Score -4763094 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4763474.000000 Penalty: 5269.458984
	Iteration 17Q: 3 clusters Score -4763474 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4763688.000000 Penalty: 5269.458984
	Iteration 18Q: 3 clusters Score -4763688 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4763842.500000 Penalty: 5269.458984
	Iteration 19Q: 3 clusters Score -4763842 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4763965.000000 Penalty: 5269.458984
	Iteration 20F: 3 clusters Score -4763965 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4764042.000000 Penalty: 5269.458984
	Iteration 21Q: 3 clusters Score -4764042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4764122.000000 Penalty: 5269.458984
	Iteration 22Q: 3 clusters Score -4764122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4764198.500000 Penalty: 5269.458984
	Iteration 23Q: 3 clusters Score -4764198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4764229.500000 Penalty: 5269.458984
	Iteration 24Q: 3 clusters Score -4764230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4764259.500000 Penalty: 5269.458984
	Iteration 25Q: 3 clusters Score -4764260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4764277.000000 Penalty: 5269.458984
	Iteration 26Q: 3 clusters Score -4764277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4764301.500000 Penalty: 5269.458984
	Iteration 27Q: 3 clusters Score -4764302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4764314.500000 Penalty: 5269.458984
	Iteration 28Q: 3 clusters Score -4764314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4764321.500000 Penalty: 5269.458984
	Iteration 29Q: 3 clusters Score -4764322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4764338.000000 Penalty: 5269.458984
	Iteration 30Q: 3 clusters Score -4764338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4764349.500000 Penalty: 5269.458984
	Iteration 31Q: 3 clusters Score -4764350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4764347.500000 Penalty: 5269.458984
	Iteration 32Q: 3 clusters Score -4764348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4764352.500000 Penalty: 5269.458984
	Iteration 33Q: 3 clusters Score -4764352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4764354.500000 Penalty: 5269.458984
	Iteration 34Q: 3 clusters Score -4764354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4764357.500000 Penalty: 5269.458984
	Iteration 35Q: 3 clusters Score -4764358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4764357.500000 Penalty: 5269.458984
	Iteration 36Q: 3 clusters Score -4764358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4764360.000000 Penalty: 5269.458984
	Iteration 37Q: 3 clusters Score -4764360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4764357.500000 Penalty: 5269.458984
	Iteration 38Q: 3 clusters Score -4764358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4764357.500000 Penalty: 5269.458984
	Iteration 39Q: 3 clusters Score -4764358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4764358.500000 Penalty: 5269.458984
	Iteration 40F: 3 clusters Score -4764358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4764358.000000 Penalty: 5269.458984
	Iteration 41Q: 3 clusters Score -4764358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4764358.000000 Penalty: 5269.458984
	Iteration 42F: 3 clusters Score -4764358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Entering Unmasked Estep 
Score: -1290194.875000 Penalty: 2324.032227
	Iteration 0F: 2 clusters Score -1290195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1281450.250000 Penalty: 4648.064453
	Iteration 0F: 3 clusters Score -1281450 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1284009.750000 Penalty: 4648.064453
	Iteration 1F: 3 clusters Score -1284010 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1284397.500000 Penalty: 4648.064453
	Iteration 2F: 3 clusters Score -1284398 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1284720.250000 Penalty: 4648.064453
	Iteration 3F: 3 clusters Score -1284720 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1284991.000000 Penalty: 4648.064453
	Iteration 4Q: 3 clusters Score -1284991 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1285234.375000 Penalty: 4648.064453
	Iteration 5Q: 3 clusters Score -1285234 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1285460.500000 Penalty: 4648.064453
	Iteration 6Q: 3 clusters Score -1285460 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1285644.625000 Penalty: 4648.064453
	Iteration 7Q: 3 clusters Score -1285645 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1285820.000000 Penalty: 4648.064453
	Iteration 8Q: 3 clusters Score -1285820 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1286023.875000 Penalty: 4648.064453
	Iteration 9Q: 3 clusters Score -1286024 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1286247.375000 Penalty: 4648.064453
	Iteration 10Q: 3 clusters Score -1286247 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1286480.000000 Penalty: 4648.064453
	Iteration 11Q: 3 clusters Score -1286480 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1286676.125000 Penalty: 4648.064453
	Iteration 12Q: 3 clusters Score -1286676 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1286843.875000 Penalty: 4648.064453
	Iteration 13Q: 3 clusters Score -1286844 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1287023.500000 Penalty: 4648.064453
	Iteration 14Q: 3 clusters Score -1287024 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1287194.250000 Penalty: 4648.064453
	Iteration 15Q: 3 clusters Score -1287194 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1287326.875000 Penalty: 4648.064453
	Iteration 16Q: 3 clusters Score -1287327 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1287446.625000 Penalty: 4648.064453
	Iteration 17Q: 3 clusters Score -1287447 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1287543.750000 Penalty: 4648.064453
	Iteration 18Q: 3 clusters Score -1287544 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1287650.125000 Penalty: 4648.064453
	Iteration 19Q: 3 clusters Score -1287650 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1287784.000000 Penalty: 4648.064453
	Iteration 20F: 3 clusters Score -1287784 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1287899.625000 Penalty: 4648.064453
	Iteration 21Q: 3 clusters Score -1287900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1288030.500000 Penalty: 4648.064453
	Iteration 22Q: 3 clusters Score -1288030 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1288157.125000 Penalty: 4648.064453
	Iteration 23Q: 3 clusters Score -1288157 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1288260.500000 Penalty: 4648.064453
	Iteration 24Q: 3 clusters Score -1288260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1288326.625000 Penalty: 4648.064453
	Iteration 25Q: 3 clusters Score -1288327 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1288376.250000 Penalty: 4648.064453
	Iteration 26Q: 3 clusters Score -1288376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1288415.375000 Penalty: 4648.064453
	Iteration 27Q: 3 clusters Score -1288415 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1288452.000000 Penalty: 4648.064453
	Iteration 28Q: 3 clusters Score -1288452 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1288486.125000 Penalty: 4648.064453
	Iteration 29Q: 3 clusters Score -1288486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1288503.250000 Penalty: 4648.064453
	Iteration 30Q: 3 clusters Score -1288503 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1288523.875000 Penalty: 4648.064453
	Iteration 31Q: 3 clusters Score -1288524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1288539.125000 Penalty: 4648.064453
	Iteration 32Q: 3 clusters Score -1288539 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1288565.625000 Penalty: 4648.064453
	Iteration 33Q: 3 clusters Score -1288566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1288584.250000 Penalty: 4648.064453
	Iteration 34Q: 3 clusters Score -1288584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1288601.500000 Penalty: 4648.064453
	Iteration 35Q: 3 clusters Score -1288602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1288621.125000 Penalty: 4648.064453
	Iteration 36Q: 3 clusters Score -1288621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1288642.500000 Penalty: 4648.064453
	Iteration 37Q: 3 clusters Score -1288642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1288654.625000 Penalty: 4648.064453
	Iteration 38Q: 3 clusters Score -1288655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1288665.875000 Penalty: 4648.064453
	Iteration 39Q: 3 clusters Score -1288666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1288683.125000 Penalty: 4648.064453
	Iteration 40F: 3 clusters Score -1288683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1288696.875000 Penalty: 4648.064453
	Iteration 41Q: 3 clusters Score -1288697 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1288708.625000 Penalty: 4648.064453
	Iteration 42Q: 3 clusters Score -1288709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1288717.500000 Penalty: 4648.064453
	Iteration 43Q: 3 clusters Score -1288718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1288722.750000 Penalty: 4648.064453
	Iteration 44Q: 3 clusters Score -1288723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1288731.250000 Penalty: 4648.064453
	Iteration 45Q: 3 clusters Score -1288731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1288741.250000 Penalty: 4648.064453
	Iteration 46Q: 3 clusters Score -1288741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1288747.750000 Penalty: 4648.064453
	Iteration 47Q: 3 clusters Score -1288748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1288747.750000 Penalty: 4648.064453
	Iteration 48Q: 3 clusters Score -1288748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1288751.000000 Penalty: 4648.064453
	Iteration 49Q: 3 clusters Score -1288751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1288755.875000 Penalty: 4648.064453
	Iteration 50Q: 3 clusters Score -1288756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1288757.125000 Penalty: 4648.064453
	Iteration 51Q: 3 clusters Score -1288757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1288756.625000 Penalty: 4648.064453
	Iteration 52Q: 3 clusters Score -1288757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1288762.875000 Penalty: 4648.064453
	Iteration 53Q: 3 clusters Score -1288763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1288765.500000 Penalty: 4648.064453
	Iteration 54Q: 3 clusters Score -1288766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1288767.875000 Penalty: 4648.064453
	Iteration 55Q: 3 clusters Score -1288768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1288770.125000 Penalty: 4648.064453
	Iteration 56Q: 3 clusters Score -1288770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1288773.750000 Penalty: 4648.064453
	Iteration 57Q: 3 clusters Score -1288774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1288774.875000 Penalty: 4648.064453
	Iteration 58Q: 3 clusters Score -1288775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1288776.500000 Penalty: 4648.064453
	Iteration 59Q: 3 clusters Score -1288776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1288776.250000 Penalty: 4648.064453
	Iteration 60F: 3 clusters Score -1288776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1288778.375000 Penalty: 4648.064453
	Iteration 61Q: 3 clusters Score -1288778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1288778.125000 Penalty: 4648.064453
	Iteration 62Q: 3 clusters Score -1288778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1288778.625000 Penalty: 4648.064453
	Iteration 63Q: 3 clusters Score -1288779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1288778.625000 Penalty: 4648.064453
	Iteration 64F: 3 clusters Score -1288779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Entering Unmasked Estep 
Score: -778336.812500 Penalty: 2197.966064
	Iteration 0F: 2 clusters Score -778336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -772516.437500 Penalty: 4395.932129
	Iteration 0F: 3 clusters Score -772516.4 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -773979.500000 Penalty: 4395.932129
	Iteration 1F: 3 clusters Score -773979.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -774259.187500 Penalty: 4395.932129
	Iteration 2F: 3 clusters Score -774259.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -774414.375000 Penalty: 4395.932129
	Iteration 3F: 3 clusters Score -774414.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -774510.250000 Penalty: 4395.932129
	Iteration 4Q: 3 clusters Score -774510.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -774584.750000 Penalty: 4395.932129
	Iteration 5Q: 3 clusters Score -774584.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -774642.187500 Penalty: 4395.932129
	Iteration 6Q: 3 clusters Score -774642.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -774689.687500 Penalty: 4395.932129
	Iteration 7Q: 3 clusters Score -774689.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -774742.062500 Penalty: 4395.932129
	Iteration 8Q: 3 clusters Score -774742.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -774794.937500 Penalty: 4395.932129
	Iteration 9Q: 3 clusters Score -774794.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -774838.062500 Penalty: 4395.932129
	Iteration 10Q: 3 clusters Score -774838.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -774876.000000 Penalty: 4395.932129
	Iteration 11Q: 3 clusters Score -774876 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -774919.312500 Penalty: 4395.932129
	Iteration 12Q: 3 clusters Score -774919.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -774978.625000 Penalty: 4395.932129
	Iteration 13Q: 3 clusters Score -774978.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -775059.000000 Penalty: 4395.932129
	Iteration 14Q: 3 clusters Score -775059 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -775172.250000 Penalty: 4395.932129
	Iteration 15Q: 3 clusters Score -775172.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -775302.562500 Penalty: 4395.932129
	Iteration 16Q: 3 clusters Score -775302.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -775445.562500 Penalty: 4395.932129
	Iteration 17Q: 3 clusters Score -775445.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -775593.625000 Penalty: 4395.932129
	Iteration 18Q: 3 clusters Score -775593.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -775726.125000 Penalty: 4395.932129
	Iteration 19Q: 3 clusters Score -775726.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -775871.187500 Penalty: 4395.932129
	Iteration 20F: 3 clusters Score -775871.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -776023.937500 Penalty: 4395.932129
	Iteration 21Q: 3 clusters Score -776023.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -776208.625000 Penalty: 4395.932129
	Iteration 22Q: 3 clusters Score -776208.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -776338.250000 Penalty: 4395.932129
	Iteration 23Q: 3 clusters Score -776338.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -776420.375000 Penalty: 4395.932129
	Iteration 24Q: 3 clusters Score -776420.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -776458.500000 Penalty: 4395.932129
	Iteration 25Q: 3 clusters Score -776458.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -776479.812500 Penalty: 4395.932129
	Iteration 26Q: 3 clusters Score -776479.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -776500.375000 Penalty: 4395.932129
	Iteration 27Q: 3 clusters Score -776500.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -776519.250000 Penalty: 4395.932129
	Iteration 28Q: 3 clusters Score -776519.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -776538.250000 Penalty: 4395.932129
	Iteration 29Q: 3 clusters Score -776538.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -776552.250000 Penalty: 4395.932129
	Iteration 30Q: 3 clusters Score -776552.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -776562.750000 Penalty: 4395.932129
	Iteration 31Q: 3 clusters Score -776562.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -776573.125000 Penalty: 4395.932129
	Iteration 32Q: 3 clusters Score -776573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -776582.125000 Penalty: 4395.932129
	Iteration 33Q: 3 clusters Score -776582.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -776592.750000 Penalty: 4395.932129
	Iteration 34Q: 3 clusters Score -776592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -776603.750000 Penalty: 4395.932129
	Iteration 35Q: 3 clusters Score -776603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -776610.875000 Penalty: 4395.932129
	Iteration 36Q: 3 clusters Score -776610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -776613.375000 Penalty: 4395.932129
	Iteration 37Q: 3 clusters Score -776613.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -776613.375000 Penalty: 4395.932129
	Iteration 38F: 3 clusters Score -776613.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Entering Unmasked Estep 
Score: -1376618.000000 Penalty: 2322.931641
	Iteration 0F: 2 clusters Score -1376618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1367914.750000 Penalty: 4645.863281
	Iteration 0F: 3 clusters Score -1367915 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1370469.375000 Penalty: 4645.863281
	Iteration 1F: 3 clusters Score -1370469 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1370783.000000 Penalty: 4645.863281
	Iteration 2F: 3 clusters Score -1370783 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1371004.625000 Penalty: 4645.863281
	Iteration 3Q: 3 clusters Score -1371005 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1371180.375000 Penalty: 4645.863281
	Iteration 4Q: 3 clusters Score -1371180 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1371345.500000 Penalty: 4645.863281
	Iteration 5Q: 3 clusters Score -1371346 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1371511.750000 Penalty: 4645.863281
	Iteration 6Q: 3 clusters Score -1371512 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1371686.125000 Penalty: 4645.863281
	Iteration 7Q: 3 clusters Score -1371686 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1371857.500000 Penalty: 4645.863281
	Iteration 8Q: 3 clusters Score -1371858 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1372053.500000 Penalty: 4645.863281
	Iteration 9Q: 3 clusters Score -1372054 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1372278.625000 Penalty: 4645.863281
	Iteration 10Q: 3 clusters Score -1372279 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1372523.875000 Penalty: 4645.863281
	Iteration 11Q: 3 clusters Score -1372524 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1372826.250000 Penalty: 4645.863281
	Iteration 12Q: 3 clusters Score -1372826 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1373189.125000 Penalty: 4645.863281
	Iteration 13Q: 3 clusters Score -1373189 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1373437.125000 Penalty: 4645.863281
	Iteration 14Q: 3 clusters Score -1373437 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1373606.625000 Penalty: 4645.863281
	Iteration 15Q: 3 clusters Score -1373607 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1373738.500000 Penalty: 4645.863281
	Iteration 16Q: 3 clusters Score -1373738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1373864.000000 Penalty: 4645.863281
	Iteration 17Q: 3 clusters Score -1373864 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1373973.375000 Penalty: 4645.863281
	Iteration 18Q: 3 clusters Score -1373973 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1374055.000000 Penalty: 4645.863281
	Iteration 19Q: 3 clusters Score -1374055 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1374109.250000 Penalty: 4645.863281
	Iteration 20F: 3 clusters Score -1374109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1374164.375000 Penalty: 4645.863281
	Iteration 21Q: 3 clusters Score -1374164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1374211.375000 Penalty: 4645.863281
	Iteration 22Q: 3 clusters Score -1374211 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1374257.500000 Penalty: 4645.863281
	Iteration 23Q: 3 clusters Score -1374258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1374291.250000 Penalty: 4645.863281
	Iteration 24Q: 3 clusters Score -1374291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1374336.000000 Penalty: 4645.863281
	Iteration 25Q: 3 clusters Score -1374336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1374371.500000 Penalty: 4645.863281
	Iteration 26Q: 3 clusters Score -1374372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1374407.625000 Penalty: 4645.863281
	Iteration 27Q: 3 clusters Score -1374408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1374438.875000 Penalty: 4645.863281
	Iteration 28Q: 3 clusters Score -1374439 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1374468.375000 Penalty: 4645.863281
	Iteration 29Q: 3 clusters Score -1374468 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1374499.000000 Penalty: 4645.863281
	Iteration 30Q: 3 clusters Score -1374499 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1374523.875000 Penalty: 4645.863281
	Iteration 31Q: 3 clusters Score -1374524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1374541.625000 Penalty: 4645.863281
	Iteration 32Q: 3 clusters Score -1374542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1374560.750000 Penalty: 4645.863281
	Iteration 33Q: 3 clusters Score -1374561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1374575.250000 Penalty: 4645.863281
	Iteration 34Q: 3 clusters Score -1374575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1374586.625000 Penalty: 4645.863281
	Iteration 35Q: 3 clusters Score -1374587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1374595.000000 Penalty: 4645.863281
	Iteration 36Q: 3 clusters Score -1374595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1374605.375000 Penalty: 4645.863281
	Iteration 37Q: 3 clusters Score -1374605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1374614.500000 Penalty: 4645.863281
	Iteration 38Q: 3 clusters Score -1374614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1374623.125000 Penalty: 4645.863281
	Iteration 39Q: 3 clusters Score -1374623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1374635.375000 Penalty: 4645.863281
	Iteration 40F: 3 clusters Score -1374635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1374641.375000 Penalty: 4645.863281
	Iteration 41Q: 3 clusters Score -1374641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1374644.500000 Penalty: 4645.863281
	Iteration 42Q: 3 clusters Score -1374644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1374649.375000 Penalty: 4645.863281
	Iteration 43Q: 3 clusters Score -1374649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1374649.875000 Penalty: 4645.863281
	Iteration 44Q: 3 clusters Score -1374650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1374650.625000 Penalty: 4645.863281
	Iteration 45Q: 3 clusters Score -1374651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1374651.000000 Penalty: 4645.863281
	Iteration 46Q: 3 clusters Score -1374651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1374652.250000 Penalty: 4645.863281
	Iteration 47Q: 3 clusters Score -1374652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1374652.250000 Penalty: 4645.863281
	Iteration 48Q: 3 clusters Score -1374652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1374654.250000 Penalty: 4645.863281
	Iteration 49Q: 3 clusters Score -1374654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1374655.125000 Penalty: 4645.863281
	Iteration 50Q: 3 clusters Score -1374655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1374657.250000 Penalty: 4645.863281
	Iteration 51Q: 3 clusters Score -1374657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1374658.625000 Penalty: 4645.863281
	Iteration 52Q: 3 clusters Score -1374659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1374660.750000 Penalty: 4645.863281
	Iteration 53Q: 3 clusters Score -1374661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1374663.625000 Penalty: 4645.863281
	Iteration 54Q: 3 clusters Score -1374664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1374663.625000 Penalty: 4645.863281
	Iteration 55Q: 3 clusters Score -1374664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1374664.375000 Penalty: 4645.863281
	Iteration 56Q: 3 clusters Score -1374664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1374667.750000 Penalty: 4645.863281
	Iteration 57Q: 3 clusters Score -1374668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1374672.625000 Penalty: 4645.863281
	Iteration 58Q: 3 clusters Score -1374673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1374673.625000 Penalty: 4645.863281
	Iteration 59Q: 3 clusters Score -1374674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1374676.125000 Penalty: 4645.863281
	Iteration 60F: 3 clusters Score -1374676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1374681.875000 Penalty: 4645.863281
	Iteration 61Q: 3 clusters Score -1374682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1374685.875000 Penalty: 4645.863281
	Iteration 62Q: 3 clusters Score -1374686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1374685.875000 Penalty: 4645.863281
	Iteration 63Q: 3 clusters Score -1374686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1374689.125000 Penalty: 4645.863281
	Iteration 64Q: 3 clusters Score -1374689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1374691.500000 Penalty: 4645.863281
	Iteration 65Q: 3 clusters Score -1374692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1374693.000000 Penalty: 4645.863281
	Iteration 66Q: 3 clusters Score -1374693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1374694.000000 Penalty: 4645.863281
	Iteration 67Q: 3 clusters Score -1374694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1374693.750000 Penalty: 4645.863281
	Iteration 68Q: 3 clusters Score -1374694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1374694.500000 Penalty: 4645.863281
	Iteration 69Q: 3 clusters Score -1374694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1374697.875000 Penalty: 4645.863281
	Iteration 70Q: 3 clusters Score -1374698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1374697.375000 Penalty: 4645.863281
	Iteration 71Q: 3 clusters Score -1374697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1374699.125000 Penalty: 4645.863281
	Iteration 72Q: 3 clusters Score -1374699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1374700.375000 Penalty: 4645.863281
	Iteration 73Q: 3 clusters Score -1374700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1374704.250000 Penalty: 4645.863281
	Iteration 74Q: 3 clusters Score -1374704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1374705.250000 Penalty: 4645.863281
	Iteration 75Q: 3 clusters Score -1374705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1374710.875000 Penalty: 4645.863281
	Iteration 76Q: 3 clusters Score -1374711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1374714.375000 Penalty: 4645.863281
	Iteration 77Q: 3 clusters Score -1374714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1374717.000000 Penalty: 4645.863281
	Iteration 78Q: 3 clusters Score -1374717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1374720.750000 Penalty: 4645.863281
	Iteration 79Q: 3 clusters Score -1374721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1374720.500000 Penalty: 4645.863281
	Iteration 80F: 3 clusters Score -1374720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Entering Unmasked Estep 
Score: -9612677.000000 Penalty: 2806.630127
	Iteration 0F: 2 clusters Score -9612677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -9557741.000000 Penalty: 5613.260254
	Iteration 0F: 3 clusters Score -9557741 nChanged 38648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -9579953.000000 Penalty: 5613.260254
	Iteration 1F: 3 clusters Score -9579953 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -9580799.000000 Penalty: 5613.260254
	Iteration 2Q: 3 clusters Score -9580799 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -9581871.000000 Penalty: 5613.260254
	Iteration 3Q: 3 clusters Score -9581871 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -9582922.000000 Penalty: 5613.260254
	Iteration 4Q: 3 clusters Score -9582922 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -9584132.000000 Penalty: 5613.260254
	Iteration 5Q: 3 clusters Score -9584132 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -9585390.000000 Penalty: 5613.260254
	Iteration 6Q: 3 clusters Score -9585390 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -9586715.000000 Penalty: 5613.260254
	Iteration 7Q: 3 clusters Score -9586715 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -9588209.000000 Penalty: 5613.260254
	Iteration 8Q: 3 clusters Score -9588209 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -9589848.000000 Penalty: 5613.260254
	Iteration 9Q: 3 clusters Score -9589848 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -9592015.000000 Penalty: 5613.260254
	Iteration 10Q: 3 clusters Score -9592015 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -9594621.000000 Penalty: 5613.260254
	Iteration 11Q: 3 clusters Score -9594621 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56582 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -9597724.000000 Penalty: 5613.260254
	Iteration 12Q: 3 clusters Score -9597724 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -9600467.000000 Penalty: 5613.260254
	Iteration 13Q: 3 clusters Score -9600467 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -9602123.000000 Penalty: 5613.260254
	Iteration 14Q: 3 clusters Score -9602123 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61573 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -9603022.000000 Penalty: 5613.260254
	Iteration 15Q: 3 clusters Score -9603022 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -9603716.000000 Penalty: 5613.260254
	Iteration 16Q: 3 clusters Score -9603716 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -9604338.000000 Penalty: 5613.260254
	Iteration 17Q: 3 clusters Score -9604338 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -9604825.000000 Penalty: 5613.260254
	Iteration 18Q: 3 clusters Score -9604825 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -9605280.000000 Penalty: 5613.260254
	Iteration 19Q: 3 clusters Score -9605280 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -9605634.000000 Penalty: 5613.260254
	Iteration 20F: 3 clusters Score -9605634 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -9606017.000000 Penalty: 5613.260254
	Iteration 21Q: 3 clusters Score -9606017 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -9606319.000000 Penalty: 5613.260254
	Iteration 22Q: 3 clusters Score -9606319 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -9606626.000000 Penalty: 5613.260254
	Iteration 23Q: 3 clusters Score -9606626 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -9606917.000000 Penalty: 5613.260254
	Iteration 24Q: 3 clusters Score -9606917 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -9607270.000000 Penalty: 5613.260254
	Iteration 25Q: 3 clusters Score -9607270 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -9607587.000000 Penalty: 5613.260254
	Iteration 26Q: 3 clusters Score -9607587 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -9607883.000000 Penalty: 5613.260254
	Iteration 27Q: 3 clusters Score -9607883 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73694 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -9608223.000000 Penalty: 5613.260254
	Iteration 28Q: 3 clusters Score -9608223 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -9608511.000000 Penalty: 5613.260254
	Iteration 29Q: 3 clusters Score -9608511 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -9608779.000000 Penalty: 5613.260254
	Iteration 30Q: 3 clusters Score -9608779 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -9609068.000000 Penalty: 5613.260254
	Iteration 31Q: 3 clusters Score -9609068 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -9609295.000000 Penalty: 5613.260254
	Iteration 32Q: 3 clusters Score -9609295 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76571 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9609452.000000 Penalty: 5613.260254
	Iteration 33Q: 3 clusters Score -9609452 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -9609614.000000 Penalty: 5613.260254
	Iteration 34Q: 3 clusters Score -9609614 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -9609740.000000 Penalty: 5613.260254
	Iteration 35Q: 3 clusters Score -9609740 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -9609873.000000 Penalty: 5613.260254
	Iteration 36Q: 3 clusters Score -9609873 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77925 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -9609972.000000 Penalty: 5613.260254
	Iteration 37Q: 3 clusters Score -9609972 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -9610098.000000 Penalty: 5613.260254
	Iteration 38Q: 3 clusters Score -9610098 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9610195.000000 Penalty: 5613.260254
	Iteration 39Q: 3 clusters Score -9610195 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -9610260.000000 Penalty: 5613.260254
	Iteration 40F: 3 clusters Score -9610260 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9610306.000000 Penalty: 5613.260254
	Iteration 41Q: 3 clusters Score -9610306 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -9610380.000000 Penalty: 5613.260254
	Iteration 42Q: 3 clusters Score -9610380 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9610428.000000 Penalty: 5613.260254
	Iteration 43Q: 3 clusters Score -9610428 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -9610493.000000 Penalty: 5613.260254
	Iteration 44Q: 3 clusters Score -9610493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9610514.000000 Penalty: 5613.260254
	Iteration 45Q: 3 clusters Score -9610514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9610547.000000 Penalty: 5613.260254
	Iteration 46Q: 3 clusters Score -9610547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79635 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9610555.000000 Penalty: 5613.260254
	Iteration 47Q: 3 clusters Score -9610555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9610581.000000 Penalty: 5613.260254
	Iteration 48Q: 3 clusters Score -9610581 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9610589.000000 Penalty: 5613.260254
	Iteration 49Q: 3 clusters Score -9610589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9610616.000000 Penalty: 5613.260254
	Iteration 50Q: 3 clusters Score -9610616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9610619.000000 Penalty: 5613.260254
	Iteration 51Q: 3 clusters Score -9610619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9610630.000000 Penalty: 5613.260254
	Iteration 52Q: 3 clusters Score -9610630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79902 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9610650.000000 Penalty: 5613.260254
	Iteration 53Q: 3 clusters Score -9610650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9610663.000000 Penalty: 5613.260254
	Iteration 54Q: 3 clusters Score -9610663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9610660.000000 Penalty: 5613.260254
	Iteration 55Q: 3 clusters Score -9610660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9610663.000000 Penalty: 5613.260254
	Iteration 56Q: 3 clusters Score -9610663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9610678.000000 Penalty: 5613.260254
	Iteration 57Q: 3 clusters Score -9610678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9610670.000000 Penalty: 5613.260254
	Iteration 58Q: 3 clusters Score -9610670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9610666.000000 Penalty: 5613.260254
	Iteration 59Q: 3 clusters Score -9610666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9610668.000000 Penalty: 5613.260254
	Iteration 60F: 3 clusters Score -9610668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -9610681.000000 Penalty: 5613.260254
	Iteration 61Q: 3 clusters Score -9610681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9610675.000000 Penalty: 5613.260254
	Iteration 62Q: 3 clusters Score -9610675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9610674.000000 Penalty: 5613.260254
	Iteration 63Q: 3 clusters Score -9610674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80057 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9610663.000000 Penalty: 5613.260254
	Iteration 64Q: 3 clusters Score -9610663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80064 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9610664.000000 Penalty: 5613.260254
	Iteration 65Q: 3 clusters Score -9610664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9610666.000000 Penalty: 5613.260254
	Iteration 66Q: 3 clusters Score -9610666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9610679.000000 Penalty: 5613.260254
	Iteration 67Q: 3 clusters Score -9610679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9610673.000000 Penalty: 5613.260254
	Iteration 68Q: 3 clusters Score -9610673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9610678.000000 Penalty: 5613.260254
	Iteration 69Q: 3 clusters Score -9610678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80117 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9610673.000000 Penalty: 5613.260254
	Iteration 70Q: 3 clusters Score -9610673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9610673.000000 Penalty: 5613.260254
	Iteration 71Q: 3 clusters Score -9610673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9610676.000000 Penalty: 5613.260254
	Iteration 72Q: 3 clusters Score -9610676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9610679.000000 Penalty: 5613.260254
	Iteration 73Q: 3 clusters Score -9610679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9610674.000000 Penalty: 5613.260254
	Iteration 74Q: 3 clusters Score -9610674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9610674.000000 Penalty: 5613.260254
	Iteration 75Q: 3 clusters Score -9610674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80136 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9610671.000000 Penalty: 5613.260254
	Iteration 76Q: 3 clusters Score -9610671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9610671.000000 Penalty: 5613.260254
	Iteration 77Q: 3 clusters Score -9610671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9610672.000000 Penalty: 5613.260254
	Iteration 78Q: 3 clusters Score -9610672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9610674.000000 Penalty: 5613.260254
	Iteration 79Q: 3 clusters Score -9610674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9610674.000000 Penalty: 5613.260254
	Iteration 80F: 3 clusters Score -9610674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (23296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Entering Unmasked Estep 
Score: -2757158.750000 Penalty: 2493.897217
	Iteration 0F: 2 clusters Score -2757159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2740980.750000 Penalty: 4987.794434
	Iteration 0F: 3 clusters Score -2740981 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2746701.500000 Penalty: 4987.794434
	Iteration 1F: 3 clusters Score -2746702 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2747300.750000 Penalty: 4987.794434
	Iteration 2F: 3 clusters Score -2747301 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2747913.750000 Penalty: 4987.794434
	Iteration 3F: 3 clusters Score -2747914 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2748580.000000 Penalty: 4987.794434
	Iteration 4F: 3 clusters Score -2748580 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2749370.750000 Penalty: 4987.794434
	Iteration 5F: 3 clusters Score -2749371 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2750367.250000 Penalty: 4987.794434
	Iteration 6F: 3 clusters Score -2750367 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2751438.750000 Penalty: 4987.794434
	Iteration 7F: 3 clusters Score -2751439 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2752346.500000 Penalty: 4987.794434
	Iteration 8Q: 3 clusters Score -2752346 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2752981.250000 Penalty: 4987.794434
	Iteration 9Q: 3 clusters Score -2752981 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2753417.500000 Penalty: 4987.794434
	Iteration 10Q: 3 clusters Score -2753418 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2753743.750000 Penalty: 4987.794434
	Iteration 11Q: 3 clusters Score -2753744 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2753975.250000 Penalty: 4987.794434
	Iteration 12Q: 3 clusters Score -2753975 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2754119.500000 Penalty: 4987.794434
	Iteration 13Q: 3 clusters Score -2754120 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2754235.750000 Penalty: 4987.794434
	Iteration 14Q: 3 clusters Score -2754236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2754319.750000 Penalty: 4987.794434
	Iteration 15Q: 3 clusters Score -2754320 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2754409.750000 Penalty: 4987.794434
	Iteration 16Q: 3 clusters Score -2754410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2754473.250000 Penalty: 4987.794434
	Iteration 17Q: 3 clusters Score -2754473 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2754540.000000 Penalty: 4987.794434
	Iteration 18Q: 3 clusters Score -2754540 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2754606.500000 Penalty: 4987.794434
	Iteration 19Q: 3 clusters Score -2754606 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2754676.750000 Penalty: 4987.794434
	Iteration 20F: 3 clusters Score -2754677 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2754756.500000 Penalty: 4987.794434
	Iteration 21Q: 3 clusters Score -2754756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2754821.000000 Penalty: 4987.794434
	Iteration 22Q: 3 clusters Score -2754821 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2754874.750000 Penalty: 4987.794434
	Iteration 23Q: 3 clusters Score -2754875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2754920.500000 Penalty: 4987.794434
	Iteration 24Q: 3 clusters Score -2754920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2754957.750000 Penalty: 4987.794434
	Iteration 25Q: 3 clusters Score -2754958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2755002.500000 Penalty: 4987.794434
	Iteration 26Q: 3 clusters Score -2755002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2755044.500000 Penalty: 4987.794434
	Iteration 27Q: 3 clusters Score -2755044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2755082.250000 Penalty: 4987.794434
	Iteration 28Q: 3 clusters Score -2755082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2755094.000000 Penalty: 4987.794434
	Iteration 29Q: 3 clusters Score -2755094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2755107.000000 Penalty: 4987.794434
	Iteration 30Q: 3 clusters Score -2755107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2755114.750000 Penalty: 4987.794434
	Iteration 31Q: 3 clusters Score -2755115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2755124.000000 Penalty: 4987.794434
	Iteration 32Q: 3 clusters Score -2755124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2755125.250000 Penalty: 4987.794434
	Iteration 33Q: 3 clusters Score -2755125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2755133.000000 Penalty: 4987.794434
	Iteration 34Q: 3 clusters Score -2755133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2755135.000000 Penalty: 4987.794434
	Iteration 35Q: 3 clusters Score -2755135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2755142.500000 Penalty: 4987.794434
	Iteration 36Q: 3 clusters Score -2755142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2755144.500000 Penalty: 4987.794434
	Iteration 37Q: 3 clusters Score -2755144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2755148.250000 Penalty: 4987.794434
	Iteration 38Q: 3 clusters Score -2755148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2755148.250000 Penalty: 4987.794434
	Iteration 39Q: 3 clusters Score -2755148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2755150.750000 Penalty: 4987.794434
	Iteration 40F: 3 clusters Score -2755151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2755149.750000 Penalty: 4987.794434
	Iteration 41Q: 3 clusters Score -2755150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2755153.000000 Penalty: 4987.794434
	Iteration 42Q: 3 clusters Score -2755153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2755154.000000 Penalty: 4987.794434
	Iteration 43Q: 3 clusters Score -2755154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2755152.250000 Penalty: 4987.794434
	Iteration 44Q: 3 clusters Score -2755152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2755151.250000 Penalty: 4987.794434
	Iteration 45Q: 3 clusters Score -2755151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2755151.250000 Penalty: 4987.794434
	Iteration 46F: 3 clusters Score -2755151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Entering Unmasked Estep 
Score: -4158133.000000 Penalty: 2598.953613
	Iteration 0F: 2 clusters Score -4158133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4134006.500000 Penalty: 5197.907227
	Iteration 0F: 3 clusters Score -4134006 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -4142810.250000 Penalty: 5197.907227
	Iteration 1F: 3 clusters Score -4142810 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -4143294.750000 Penalty: 5197.907227
	Iteration 2Q: 3 clusters Score -4143295 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4143716.500000 Penalty: 5197.907227
	Iteration 3Q: 3 clusters Score -4143716 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4144134.750000 Penalty: 5197.907227
	Iteration 4Q: 3 clusters Score -4144135 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4144562.250000 Penalty: 5197.907227
	Iteration 5Q: 3 clusters Score -4144562 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4145194.000000 Penalty: 5197.907227
	Iteration 6Q: 3 clusters Score -4145194 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4146121.500000 Penalty: 5197.907227
	Iteration 7Q: 3 clusters Score -4146122 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4147515.250000 Penalty: 5197.907227
	Iteration 8F: 3 clusters Score -4147515 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4149586.750000 Penalty: 5197.907227
	Iteration 9F: 3 clusters Score -4149587 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4152026.250000 Penalty: 5197.907227
	Iteration 10F: 3 clusters Score -4152026 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4154064.750000 Penalty: 5197.907227
	Iteration 11F: 3 clusters Score -4154065 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4155108.500000 Penalty: 5197.907227
	Iteration 12Q: 3 clusters Score -4155108 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4155496.750000 Penalty: 5197.907227
	Iteration 13Q: 3 clusters Score -4155497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4155654.500000 Penalty: 5197.907227
	Iteration 14Q: 3 clusters Score -4155654 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4155743.500000 Penalty: 5197.907227
	Iteration 15Q: 3 clusters Score -4155744 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -4155789.250000 Penalty: 5197.907227
	Iteration 16Q: 3 clusters Score -4155789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -4155817.250000 Penalty: 5197.907227
	Iteration 17Q: 3 clusters Score -4155817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4155829.000000 Penalty: 5197.907227
	Iteration 18Q: 3 clusters Score -4155829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4155836.750000 Penalty: 5197.907227
	Iteration 19Q: 3 clusters Score -4155837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -4155851.750000 Penalty: 5197.907227
	Iteration 20F: 3 clusters Score -4155852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4155861.750000 Penalty: 5197.907227
	Iteration 21Q: 3 clusters Score -4155862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -4155861.000000 Penalty: 5197.907227
	Iteration 22Q: 3 clusters Score -4155861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4155865.500000 Penalty: 5197.907227
	Iteration 23Q: 3 clusters Score -4155866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -4155868.250000 Penalty: 5197.907227
	Iteration 24Q: 3 clusters Score -4155868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4155863.500000 Penalty: 5197.907227
	Iteration 25Q: 3 clusters Score -4155864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -4155863.500000 Penalty: 5197.907227
	Iteration 26F: 3 clusters Score -4155864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -985116.562500 Penalty: 2256.320801
	Iteration 0F: 2 clusters Score -985116.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -978263.687500 Penalty: 4512.641602
	Iteration 0F: 3 clusters Score -978263.7 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -980401.562500 Penalty: 4512.641602
	Iteration 1F: 3 clusters Score -980401.6 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -980991.437500 Penalty: 4512.641602
	Iteration 2F: 3 clusters Score -980991.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -981517.937500 Penalty: 4512.641602
	Iteration 3F: 3 clusters Score -981517.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -981963.687500 Penalty: 4512.641602
	Iteration 4F: 3 clusters Score -981963.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -982328.250000 Penalty: 4512.641602
	Iteration 5F: 3 clusters Score -982328.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -982630.812500 Penalty: 4512.641602
	Iteration 6F: 3 clusters Score -982630.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -982852.375000 Penalty: 4512.641602
	Iteration 7Q: 3 clusters Score -982852.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -983037.937500 Penalty: 4512.641602
	Iteration 8Q: 3 clusters Score -983037.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -983206.625000 Penalty: 4512.641602
	Iteration 9Q: 3 clusters Score -983206.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -983355.812500 Penalty: 4512.641602
	Iteration 10Q: 3 clusters Score -983355.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -983495.062500 Penalty: 4512.641602
	Iteration 11Q: 3 clusters Score -983495.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -983615.375000 Penalty: 4512.641602
	Iteration 12Q: 3 clusters Score -983615.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -983718.062500 Penalty: 4512.641602
	Iteration 13Q: 3 clusters Score -983718.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -983814.187500 Penalty: 4512.641602
	Iteration 14Q: 3 clusters Score -983814.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -983892.250000 Penalty: 4512.641602
	Iteration 15Q: 3 clusters Score -983892.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -983951.125000 Penalty: 4512.641602
	Iteration 16Q: 3 clusters Score -983951.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -984013.750000 Penalty: 4512.641602
	Iteration 17Q: 3 clusters Score -984013.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -984066.312500 Penalty: 4512.641602
	Iteration 18Q: 3 clusters Score -984066.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -984097.375000 Penalty: 4512.641602
	Iteration 19Q: 3 clusters Score -984097.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -984141.937500 Penalty: 4512.641602
	Iteration 20F: 3 clusters Score -984141.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -984174.750000 Penalty: 4512.641602
	Iteration 21Q: 3 clusters Score -984174.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -984214.375000 Penalty: 4512.641602
	Iteration 22Q: 3 clusters Score -984214.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -984243.375000 Penalty: 4512.641602
	Iteration 23Q: 3 clusters Score -984243.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -984267.125000 Penalty: 4512.641602
	Iteration 24Q: 3 clusters Score -984267.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -984279.625000 Penalty: 4512.641602
	Iteration 25Q: 3 clusters Score -984279.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -984294.625000 Penalty: 4512.641602
	Iteration 26Q: 3 clusters Score -984294.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -984307.625000 Penalty: 4512.641602
	Iteration 27Q: 3 clusters Score -984307.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -984318.625000 Penalty: 4512.641602
	Iteration 28Q: 3 clusters Score -984318.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -984325.187500 Penalty: 4512.641602
	Iteration 29Q: 3 clusters Score -984325.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -984330.500000 Penalty: 4512.641602
	Iteration 30Q: 3 clusters Score -984330.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -984329.312500 Penalty: 4512.641602
	Iteration 31Q: 3 clusters Score -984329.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -984330.000000 Penalty: 4512.641602
	Iteration 32Q: 3 clusters Score -984330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -984330.000000 Penalty: 4512.641602
	Iteration 33F: 3 clusters Score -984330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (92664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92664 members 
Entering Unmasked Estep 
Score: -10955636.000000 Penalty: 2836.310303
	Iteration 0F: 2 clusters Score -1.095564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -10893647.000000 Penalty: 5672.620605
	Iteration 0F: 3 clusters Score -1.089365e+07 nChanged 43696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -10918779.000000 Penalty: 5672.620605
	Iteration 1F: 3 clusters Score -1.091878e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -10919765.000000 Penalty: 5672.620605
	Iteration 2Q: 3 clusters Score -1.091976e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -10921022.000000 Penalty: 5672.620605
	Iteration 3Q: 3 clusters Score -1.092102e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -10922539.000000 Penalty: 5672.620605
	Iteration 4Q: 3 clusters Score -1.092254e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -10924234.000000 Penalty: 5672.620605
	Iteration 5Q: 3 clusters Score -1.092423e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -10926115.000000 Penalty: 5672.620605
	Iteration 6Q: 3 clusters Score -1.092612e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -10927845.000000 Penalty: 5672.620605
	Iteration 7Q: 3 clusters Score -1.092784e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -10929329.000000 Penalty: 5672.620605
	Iteration 8Q: 3 clusters Score -1.092933e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -10930527.000000 Penalty: 5672.620605
	Iteration 9Q: 3 clusters Score -1.093053e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -10931348.000000 Penalty: 5672.620605
	Iteration 10Q: 3 clusters Score -1.093135e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -10931944.000000 Penalty: 5672.620605
	Iteration 11Q: 3 clusters Score -1.093194e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -10932368.000000 Penalty: 5672.620605
	Iteration 12Q: 3 clusters Score -1.093237e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -10932697.000000 Penalty: 5672.620605
	Iteration 13Q: 3 clusters Score -1.09327e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -10932932.000000 Penalty: 5672.620605
	Iteration 14Q: 3 clusters Score -1.093293e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -10933118.000000 Penalty: 5672.620605
	Iteration 15Q: 3 clusters Score -1.093312e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -10933361.000000 Penalty: 5672.620605
	Iteration 16Q: 3 clusters Score -1.093336e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -10933657.000000 Penalty: 5672.620605
	Iteration 17Q: 3 clusters Score -1.093366e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -10934050.000000 Penalty: 5672.620605
	Iteration 18Q: 3 clusters Score -1.093405e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -10934657.000000 Penalty: 5672.620605
	Iteration 19Q: 3 clusters Score -1.093466e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -10935749.000000 Penalty: 5672.620605
	Iteration 20F: 3 clusters Score -1.093575e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -10937183.000000 Penalty: 5672.620605
	Iteration 21Q: 3 clusters Score -1.093718e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -10939032.000000 Penalty: 5672.620605
	Iteration 22Q: 3 clusters Score -1.093903e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -10941390.000000 Penalty: 5672.620605
	Iteration 23Q: 3 clusters Score -1.094139e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80875 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -10943940.000000 Penalty: 5672.620605
	Iteration 24Q: 3 clusters Score -1.094394e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -10946751.000000 Penalty: 5672.620605
	Iteration 25Q: 3 clusters Score -1.094675e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87784 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -10949326.000000 Penalty: 5672.620605
	Iteration 26Q: 3 clusters Score -1.094933e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -10951112.000000 Penalty: 5672.620605
	Iteration 27Q: 3 clusters Score -1.095111e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91163 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10952134.000000 Penalty: 5672.620605
	Iteration 28Q: 3 clusters Score -1.095213e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91736 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10952650.000000 Penalty: 5672.620605
	Iteration 29Q: 3 clusters Score -1.095265e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10952888.000000 Penalty: 5672.620605
	Iteration 30Q: 3 clusters Score -1.095289e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92102 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10953019.000000 Penalty: 5672.620605
	Iteration 31Q: 3 clusters Score -1.095302e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10953099.000000 Penalty: 5672.620605
	Iteration 32Q: 3 clusters Score -1.09531e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10953156.000000 Penalty: 5672.620605
	Iteration 33Q: 3 clusters Score -1.095316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92193 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10953182.000000 Penalty: 5672.620605
	Iteration 34Q: 3 clusters Score -1.095318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92213 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10953218.000000 Penalty: 5672.620605
	Iteration 35Q: 3 clusters Score -1.095322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10953248.000000 Penalty: 5672.620605
	Iteration 36Q: 3 clusters Score -1.095325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92236 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10953262.000000 Penalty: 5672.620605
	Iteration 37Q: 3 clusters Score -1.095326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10953276.000000 Penalty: 5672.620605
	Iteration 38Q: 3 clusters Score -1.095328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92242 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10953276.000000 Penalty: 5672.620605
	Iteration 39Q: 3 clusters Score -1.095328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10953286.000000 Penalty: 5672.620605
	Iteration 40F: 3 clusters Score -1.095329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10953290.000000 Penalty: 5672.620605
	Iteration 41Q: 3 clusters Score -1.095329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92252 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10953285.000000 Penalty: 5672.620605
	Iteration 42Q: 3 clusters Score -1.095328e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10953294.000000 Penalty: 5672.620605
	Iteration 43Q: 3 clusters Score -1.095329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10953301.000000 Penalty: 5672.620605
	Iteration 44Q: 3 clusters Score -1.09533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10953301.000000 Penalty: 5672.620605
	Iteration 45F: 3 clusters Score -1.09533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (23295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Entering Unmasked Estep 
Score: -2674833.750000 Penalty: 2493.886475
	Iteration 0F: 2 clusters Score -2674834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2658542.500000 Penalty: 4987.772949
	Iteration 0F: 3 clusters Score -2658542 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2664158.500000 Penalty: 4987.772949
	Iteration 1F: 3 clusters Score -2664158 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2664689.250000 Penalty: 4987.772949
	Iteration 2F: 3 clusters Score -2664689 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2665245.750000 Penalty: 4987.772949
	Iteration 3F: 3 clusters Score -2665246 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2665825.000000 Penalty: 4987.772949
	Iteration 4Q: 3 clusters Score -2665825 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2666457.250000 Penalty: 4987.772949
	Iteration 5F: 3 clusters Score -2666457 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2667122.500000 Penalty: 4987.772949
	Iteration 6F: 3 clusters Score -2667122 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2667780.750000 Penalty: 4987.772949
	Iteration 7Q: 3 clusters Score -2667781 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2668311.000000 Penalty: 4987.772949
	Iteration 8Q: 3 clusters Score -2668311 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2668676.500000 Penalty: 4987.772949
	Iteration 9Q: 3 clusters Score -2668676 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2668972.500000 Penalty: 4987.772949
	Iteration 10Q: 3 clusters Score -2668972 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2669175.250000 Penalty: 4987.772949
	Iteration 11Q: 3 clusters Score -2669175 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2669338.750000 Penalty: 4987.772949
	Iteration 12Q: 3 clusters Score -2669339 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2669517.750000 Penalty: 4987.772949
	Iteration 13Q: 3 clusters Score -2669518 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2669658.750000 Penalty: 4987.772949
	Iteration 14Q: 3 clusters Score -2669659 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2669819.750000 Penalty: 4987.772949
	Iteration 15Q: 3 clusters Score -2669820 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2670000.500000 Penalty: 4987.772949
	Iteration 16Q: 3 clusters Score -2670000 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2670223.500000 Penalty: 4987.772949
	Iteration 17Q: 3 clusters Score -2670224 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2670467.250000 Penalty: 4987.772949
	Iteration 18Q: 3 clusters Score -2670467 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2670735.500000 Penalty: 4987.772949
	Iteration 19Q: 3 clusters Score -2670736 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2671007.000000 Penalty: 4987.772949
	Iteration 20F: 3 clusters Score -2671007 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2671276.000000 Penalty: 4987.772949
	Iteration 21Q: 3 clusters Score -2671276 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2671524.750000 Penalty: 4987.772949
	Iteration 22Q: 3 clusters Score -2671525 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2671760.500000 Penalty: 4987.772949
	Iteration 23Q: 3 clusters Score -2671760 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2671935.750000 Penalty: 4987.772949
	Iteration 24Q: 3 clusters Score -2671936 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2672070.750000 Penalty: 4987.772949
	Iteration 25Q: 3 clusters Score -2672071 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2672186.500000 Penalty: 4987.772949
	Iteration 26Q: 3 clusters Score -2672186 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2672285.500000 Penalty: 4987.772949
	Iteration 27Q: 3 clusters Score -2672286 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2672386.000000 Penalty: 4987.772949
	Iteration 28Q: 3 clusters Score -2672386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2672461.500000 Penalty: 4987.772949
	Iteration 29Q: 3 clusters Score -2672462 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2672506.500000 Penalty: 4987.772949
	Iteration 30Q: 3 clusters Score -2672506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2672552.750000 Penalty: 4987.772949
	Iteration 31Q: 3 clusters Score -2672553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2672575.750000 Penalty: 4987.772949
	Iteration 32Q: 3 clusters Score -2672576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2672595.500000 Penalty: 4987.772949
	Iteration 33Q: 3 clusters Score -2672596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2672621.250000 Penalty: 4987.772949
	Iteration 34Q: 3 clusters Score -2672621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2672633.250000 Penalty: 4987.772949
	Iteration 35Q: 3 clusters Score -2672633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2672654.500000 Penalty: 4987.772949
	Iteration 36Q: 3 clusters Score -2672654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2672665.750000 Penalty: 4987.772949
	Iteration 37Q: 3 clusters Score -2672666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2672677.750000 Penalty: 4987.772949
	Iteration 38Q: 3 clusters Score -2672678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2672698.250000 Penalty: 4987.772949
	Iteration 39Q: 3 clusters Score -2672698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2672704.750000 Penalty: 4987.772949
	Iteration 40F: 3 clusters Score -2672705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2672732.250000 Penalty: 4987.772949
	Iteration 41Q: 3 clusters Score -2672732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2672749.750000 Penalty: 4987.772949
	Iteration 42Q: 3 clusters Score -2672750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2672753.500000 Penalty: 4987.772949
	Iteration 43Q: 3 clusters Score -2672754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2672766.500000 Penalty: 4987.772949
	Iteration 44Q: 3 clusters Score -2672766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2672767.500000 Penalty: 4987.772949
	Iteration 45Q: 3 clusters Score -2672768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2672772.750000 Penalty: 4987.772949
	Iteration 46Q: 3 clusters Score -2672773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2672775.250000 Penalty: 4987.772949
	Iteration 47Q: 3 clusters Score -2672775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2672787.500000 Penalty: 4987.772949
	Iteration 48Q: 3 clusters Score -2672788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2672789.250000 Penalty: 4987.772949
	Iteration 49Q: 3 clusters Score -2672789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2672791.250000 Penalty: 4987.772949
	Iteration 50Q: 3 clusters Score -2672791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2672799.500000 Penalty: 4987.772949
	Iteration 51Q: 3 clusters Score -2672800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2672803.250000 Penalty: 4987.772949
	Iteration 52Q: 3 clusters Score -2672803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2672803.250000 Penalty: 4987.772949
	Iteration 53Q: 3 clusters Score -2672803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2672807.000000 Penalty: 4987.772949
	Iteration 54Q: 3 clusters Score -2672807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2672813.250000 Penalty: 4987.772949
	Iteration 55Q: 3 clusters Score -2672813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2672817.750000 Penalty: 4987.772949
	Iteration 56Q: 3 clusters Score -2672818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2672817.500000 Penalty: 4987.772949
	Iteration 57Q: 3 clusters Score -2672818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2672820.750000 Penalty: 4987.772949
	Iteration 58Q: 3 clusters Score -2672821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2672818.000000 Penalty: 4987.772949
	Iteration 59Q: 3 clusters Score -2672818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2672818.000000 Penalty: 4987.772949
	Iteration 60F: 3 clusters Score -2672818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2672817.500000 Penalty: 4987.772949
	Iteration 61Q: 3 clusters Score -2672818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2672816.750000 Penalty: 4987.772949
	Iteration 62Q: 3 clusters Score -2672817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2672816.750000 Penalty: 4987.772949
	Iteration 63F: 3 clusters Score -2672817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (15133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Entering Unmasked Estep 
Score: -1898139.500000 Penalty: 2386.908936
	Iteration 0F: 2 clusters Score -1898140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1887129.250000 Penalty: 4773.817871
	Iteration 0F: 3 clusters Score -1887129 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1890609.000000 Penalty: 4773.817871
	Iteration 1F: 3 clusters Score -1890609 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1890955.375000 Penalty: 4773.817871
	Iteration 2F: 3 clusters Score -1890955 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1891197.125000 Penalty: 4773.817871
	Iteration 3Q: 3 clusters Score -1891197 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1891394.500000 Penalty: 4773.817871
	Iteration 4Q: 3 clusters Score -1891394 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1891575.375000 Penalty: 4773.817871
	Iteration 5Q: 3 clusters Score -1891575 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1891755.250000 Penalty: 4773.817871
	Iteration 6Q: 3 clusters Score -1891755 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1891945.500000 Penalty: 4773.817871
	Iteration 7Q: 3 clusters Score -1891946 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1892189.500000 Penalty: 4773.817871
	Iteration 8Q: 3 clusters Score -1892190 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1892496.125000 Penalty: 4773.817871
	Iteration 9Q: 3 clusters Score -1892496 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1892908.625000 Penalty: 4773.817871
	Iteration 10Q: 3 clusters Score -1892909 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1893444.000000 Penalty: 4773.817871
	Iteration 11Q: 3 clusters Score -1893444 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1894076.500000 Penalty: 4773.817871
	Iteration 12F: 3 clusters Score -1894076 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1894699.125000 Penalty: 4773.817871
	Iteration 13Q: 3 clusters Score -1894699 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1895225.000000 Penalty: 4773.817871
	Iteration 14Q: 3 clusters Score -1895225 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1895504.750000 Penalty: 4773.817871
	Iteration 15Q: 3 clusters Score -1895505 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1895692.250000 Penalty: 4773.817871
	Iteration 16Q: 3 clusters Score -1895692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1895807.500000 Penalty: 4773.817871
	Iteration 17Q: 3 clusters Score -1895808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1895889.500000 Penalty: 4773.817871
	Iteration 18Q: 3 clusters Score -1895890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1895947.875000 Penalty: 4773.817871
	Iteration 19Q: 3 clusters Score -1895948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1895978.000000 Penalty: 4773.817871
	Iteration 20F: 3 clusters Score -1895978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1895995.625000 Penalty: 4773.817871
	Iteration 21Q: 3 clusters Score -1895996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1896018.750000 Penalty: 4773.817871
	Iteration 22Q: 3 clusters Score -1896019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1896042.125000 Penalty: 4773.817871
	Iteration 23Q: 3 clusters Score -1896042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1896055.375000 Penalty: 4773.817871
	Iteration 24Q: 3 clusters Score -1896055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1896066.750000 Penalty: 4773.817871
	Iteration 25Q: 3 clusters Score -1896067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1896076.000000 Penalty: 4773.817871
	Iteration 26Q: 3 clusters Score -1896076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1896080.750000 Penalty: 4773.817871
	Iteration 27Q: 3 clusters Score -1896081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1896080.750000 Penalty: 4773.817871
	Iteration 28F: 3 clusters Score -1896081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Entering Unmasked Estep 
Score: -2511444.750000 Penalty: 2455.953125
	Iteration 0F: 2 clusters Score -2511445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2497395.750000 Penalty: 4911.906250
	Iteration 0F: 3 clusters Score -2497396 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2502017.750000 Penalty: 4911.906250
	Iteration 1F: 3 clusters Score -2502018 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2502358.250000 Penalty: 4911.906250
	Iteration 2Q: 3 clusters Score -2502358 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2502696.250000 Penalty: 4911.906250
	Iteration 3Q: 3 clusters Score -2502696 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2503021.000000 Penalty: 4911.906250
	Iteration 4Q: 3 clusters Score -2503021 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2503437.250000 Penalty: 4911.906250
	Iteration 5Q: 3 clusters Score -2503437 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2503976.750000 Penalty: 4911.906250
	Iteration 6Q: 3 clusters Score -2503977 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2504721.000000 Penalty: 4911.906250
	Iteration 7F: 3 clusters Score -2504721 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2505688.000000 Penalty: 4911.906250
	Iteration 8F: 3 clusters Score -2505688 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2506799.000000 Penalty: 4911.906250
	Iteration 9F: 3 clusters Score -2506799 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2507786.750000 Penalty: 4911.906250
	Iteration 10F: 3 clusters Score -2507787 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2508458.500000 Penalty: 4911.906250
	Iteration 11Q: 3 clusters Score -2508458 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2508820.500000 Penalty: 4911.906250
	Iteration 12Q: 3 clusters Score -2508820 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2509035.500000 Penalty: 4911.906250
	Iteration 13Q: 3 clusters Score -2509036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2509134.000000 Penalty: 4911.906250
	Iteration 14Q: 3 clusters Score -2509134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2509188.500000 Penalty: 4911.906250
	Iteration 15Q: 3 clusters Score -2509188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2509220.750000 Penalty: 4911.906250
	Iteration 16Q: 3 clusters Score -2509221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2509247.500000 Penalty: 4911.906250
	Iteration 17Q: 3 clusters Score -2509248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2509259.250000 Penalty: 4911.906250
	Iteration 18Q: 3 clusters Score -2509259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2509263.000000 Penalty: 4911.906250
	Iteration 19Q: 3 clusters Score -2509263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2509272.750000 Penalty: 4911.906250
	Iteration 20F: 3 clusters Score -2509273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2509280.500000 Penalty: 4911.906250
	Iteration 21Q: 3 clusters Score -2509280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2509284.000000 Penalty: 4911.906250
	Iteration 22Q: 3 clusters Score -2509284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2509293.000000 Penalty: 4911.906250
	Iteration 23Q: 3 clusters Score -2509293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2509295.000000 Penalty: 4911.906250
	Iteration 24Q: 3 clusters Score -2509295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2509298.250000 Penalty: 4911.906250
	Iteration 25Q: 3 clusters Score -2509298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2509297.750000 Penalty: 4911.906250
	Iteration 26Q: 3 clusters Score -2509298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2509300.750000 Penalty: 4911.906250
	Iteration 27Q: 3 clusters Score -2509301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2509300.750000 Penalty: 4911.906250
	Iteration 28F: 3 clusters Score -2509301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (60496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Entering Unmasked Estep 
Score: -6871564.000000 Penalty: 2730.562256
	Iteration 0F: 2 clusters Score -6871564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6831172.000000 Penalty: 5461.124512
	Iteration 0F: 3 clusters Score -6831172 nChanged 28134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -6846592.500000 Penalty: 5461.124512
	Iteration 1F: 3 clusters Score -6846592 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -6847233.000000 Penalty: 5461.124512
	Iteration 2Q: 3 clusters Score -6847233 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -6847973.500000 Penalty: 5461.124512
	Iteration 3Q: 3 clusters Score -6847974 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -6848679.500000 Penalty: 5461.124512
	Iteration 4Q: 3 clusters Score -6848680 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -6849773.500000 Penalty: 5461.124512
	Iteration 5Q: 3 clusters Score -6849774 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -6851289.500000 Penalty: 5461.124512
	Iteration 6F: 3 clusters Score -6851290 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -6853709.000000 Penalty: 5461.124512
	Iteration 7F: 3 clusters Score -6853709 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -6856903.500000 Penalty: 5461.124512
	Iteration 8F: 3 clusters Score -6856904 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -6860514.000000 Penalty: 5461.124512
	Iteration 9F: 3 clusters Score -6860514 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -6863743.500000 Penalty: 5461.124512
	Iteration 10F: 3 clusters Score -6863744 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -6866095.500000 Penalty: 5461.124512
	Iteration 11Q: 3 clusters Score -6866096 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -6867617.000000 Penalty: 5461.124512
	Iteration 12Q: 3 clusters Score -6867617 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -6868359.500000 Penalty: 5461.124512
	Iteration 13Q: 3 clusters Score -6868360 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 58866 members 
Entering Unmasked Estep 
Score: -6868813.000000 Penalty: 5461.124512
	Iteration 14Q: 3 clusters Score -6868813 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -6869036.500000 Penalty: 5461.124512
	Iteration 15Q: 3 clusters Score -6869036 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -6869181.000000 Penalty: 5461.124512
	Iteration 16Q: 3 clusters Score -6869181 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -6869256.000000 Penalty: 5461.124512
	Iteration 17Q: 3 clusters Score -6869256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -6869331.000000 Penalty: 5461.124512
	Iteration 18Q: 3 clusters Score -6869331 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -6869362.500000 Penalty: 5461.124512
	Iteration 19Q: 3 clusters Score -6869362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -6869397.000000 Penalty: 5461.124512
	Iteration 20F: 3 clusters Score -6869397 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -6869416.000000 Penalty: 5461.124512
	Iteration 21Q: 3 clusters Score -6869416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -6869420.500000 Penalty: 5461.124512
	Iteration 22Q: 3 clusters Score -6869420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -6869440.000000 Penalty: 5461.124512
	Iteration 23Q: 3 clusters Score -6869440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -6869441.000000 Penalty: 5461.124512
	Iteration 24Q: 3 clusters Score -6869441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -6869450.500000 Penalty: 5461.124512
	Iteration 25Q: 3 clusters Score -6869450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -6869452.000000 Penalty: 5461.124512
	Iteration 26Q: 3 clusters Score -6869452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -6869473.500000 Penalty: 5461.124512
	Iteration 27Q: 3 clusters Score -6869474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -6869475.500000 Penalty: 5461.124512
	Iteration 28Q: 3 clusters Score -6869476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -6869475.500000 Penalty: 5461.124512
	Iteration 29Q: 3 clusters Score -6869476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 59664 members 
Entering Unmasked Estep 
Score: -6869474.500000 Penalty: 5461.124512
	Iteration 30Q: 3 clusters Score -6869474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -6869482.000000 Penalty: 5461.124512
	Iteration 31Q: 3 clusters Score -6869482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -6869487.000000 Penalty: 5461.124512
	Iteration 32Q: 3 clusters Score -6869487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -6869488.000000 Penalty: 5461.124512
	Iteration 33Q: 3 clusters Score -6869488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -6869483.500000 Penalty: 5461.124512
	Iteration 34Q: 3 clusters Score -6869484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -6869482.500000 Penalty: 5461.124512
	Iteration 35Q: 3 clusters Score -6869482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -6869482.500000 Penalty: 5461.124512
	Iteration 36F: 3 clusters Score -6869482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (27567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Entering Unmasked Estep 
Score: -2956355.750000 Penalty: 2535.645020
	Iteration 0F: 2 clusters Score -2956356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2937130.500000 Penalty: 5071.290039
	Iteration 0F: 3 clusters Score -2937130 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2944209.000000 Penalty: 5071.290039
	Iteration 1F: 3 clusters Score -2944209 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2944865.750000 Penalty: 5071.290039
	Iteration 2F: 3 clusters Score -2944866 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2945511.750000 Penalty: 5071.290039
	Iteration 3F: 3 clusters Score -2945512 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2946177.750000 Penalty: 5071.290039
	Iteration 4F: 3 clusters Score -2946178 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2946857.500000 Penalty: 5071.290039
	Iteration 5Q: 3 clusters Score -2946858 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2947549.750000 Penalty: 5071.290039
	Iteration 6F: 3 clusters Score -2947550 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2948262.750000 Penalty: 5071.290039
	Iteration 7Q: 3 clusters Score -2948263 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2948898.000000 Penalty: 5071.290039
	Iteration 8Q: 3 clusters Score -2948898 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2949499.750000 Penalty: 5071.290039
	Iteration 9Q: 3 clusters Score -2949500 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2950034.750000 Penalty: 5071.290039
	Iteration 10Q: 3 clusters Score -2950035 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2950544.500000 Penalty: 5071.290039
	Iteration 11Q: 3 clusters Score -2950544 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2951018.000000 Penalty: 5071.290039
	Iteration 12Q: 3 clusters Score -2951018 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2951351.500000 Penalty: 5071.290039
	Iteration 13Q: 3 clusters Score -2951352 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2951625.500000 Penalty: 5071.290039
	Iteration 14Q: 3 clusters Score -2951626 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2951843.750000 Penalty: 5071.290039
	Iteration 15Q: 3 clusters Score -2951844 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2952024.750000 Penalty: 5071.290039
	Iteration 16Q: 3 clusters Score -2952025 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2952168.500000 Penalty: 5071.290039
	Iteration 17Q: 3 clusters Score -2952168 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2952293.500000 Penalty: 5071.290039
	Iteration 18Q: 3 clusters Score -2952294 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2952426.500000 Penalty: 5071.290039
	Iteration 19Q: 3 clusters Score -2952426 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2952576.250000 Penalty: 5071.290039
	Iteration 20F: 3 clusters Score -2952576 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2952729.000000 Penalty: 5071.290039
	Iteration 21Q: 3 clusters Score -2952729 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -2952865.750000 Penalty: 5071.290039
	Iteration 22Q: 3 clusters Score -2952866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2952989.000000 Penalty: 5071.290039
	Iteration 23Q: 3 clusters Score -2952989 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2953087.750000 Penalty: 5071.290039
	Iteration 24Q: 3 clusters Score -2953088 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -2953178.000000 Penalty: 5071.290039
	Iteration 25Q: 3 clusters Score -2953178 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2953301.750000 Penalty: 5071.290039
	Iteration 26Q: 3 clusters Score -2953302 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2953396.750000 Penalty: 5071.290039
	Iteration 27Q: 3 clusters Score -2953397 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2953493.500000 Penalty: 5071.290039
	Iteration 28Q: 3 clusters Score -2953494 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2953588.250000 Penalty: 5071.290039
	Iteration 29Q: 3 clusters Score -2953588 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2953676.000000 Penalty: 5071.290039
	Iteration 30Q: 3 clusters Score -2953676 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -2953764.000000 Penalty: 5071.290039
	Iteration 31Q: 3 clusters Score -2953764 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -2953830.750000 Penalty: 5071.290039
	Iteration 32Q: 3 clusters Score -2953831 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2953923.250000 Penalty: 5071.290039
	Iteration 33Q: 3 clusters Score -2953923 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2954009.750000 Penalty: 5071.290039
	Iteration 34Q: 3 clusters Score -2954010 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2954108.500000 Penalty: 5071.290039
	Iteration 35Q: 3 clusters Score -2954108 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -2954177.750000 Penalty: 5071.290039
	Iteration 36Q: 3 clusters Score -2954178 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -2954242.750000 Penalty: 5071.290039
	Iteration 37Q: 3 clusters Score -2954243 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2954323.750000 Penalty: 5071.290039
	Iteration 38Q: 3 clusters Score -2954324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2954409.500000 Penalty: 5071.290039
	Iteration 39Q: 3 clusters Score -2954410 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2954456.000000 Penalty: 5071.290039
	Iteration 40F: 3 clusters Score -2954456 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -2954511.000000 Penalty: 5071.290039
	Iteration 41Q: 3 clusters Score -2954511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -2954552.500000 Penalty: 5071.290039
	Iteration 42Q: 3 clusters Score -2954552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2954587.500000 Penalty: 5071.290039
	Iteration 43Q: 3 clusters Score -2954588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2954613.500000 Penalty: 5071.290039
	Iteration 44Q: 3 clusters Score -2954614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -2954642.000000 Penalty: 5071.290039
	Iteration 45Q: 3 clusters Score -2954642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -2954659.000000 Penalty: 5071.290039
	Iteration 46Q: 3 clusters Score -2954659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -2954688.000000 Penalty: 5071.290039
	Iteration 47Q: 3 clusters Score -2954688 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2954707.500000 Penalty: 5071.290039
	Iteration 48Q: 3 clusters Score -2954708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2954721.250000 Penalty: 5071.290039
	Iteration 49Q: 3 clusters Score -2954721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -2954738.750000 Penalty: 5071.290039
	Iteration 50Q: 3 clusters Score -2954739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2954742.500000 Penalty: 5071.290039
	Iteration 51Q: 3 clusters Score -2954742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -2954753.000000 Penalty: 5071.290039
	Iteration 52Q: 3 clusters Score -2954753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -2954769.750000 Penalty: 5071.290039
	Iteration 53Q: 3 clusters Score -2954770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -2954781.000000 Penalty: 5071.290039
	Iteration 54Q: 3 clusters Score -2954781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -2954797.750000 Penalty: 5071.290039
	Iteration 55Q: 3 clusters Score -2954798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -2954814.750000 Penalty: 5071.290039
	Iteration 56Q: 3 clusters Score -2954815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -2954834.750000 Penalty: 5071.290039
	Iteration 57Q: 3 clusters Score -2954835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -2954852.000000 Penalty: 5071.290039
	Iteration 58Q: 3 clusters Score -2954852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2954861.250000 Penalty: 5071.290039
	Iteration 59Q: 3 clusters Score -2954861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -2954880.250000 Penalty: 5071.290039
	Iteration 60F: 3 clusters Score -2954880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -2954895.250000 Penalty: 5071.290039
	Iteration 61Q: 3 clusters Score -2954895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -2954908.750000 Penalty: 5071.290039
	Iteration 62Q: 3 clusters Score -2954909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -2954935.000000 Penalty: 5071.290039
	Iteration 63Q: 3 clusters Score -2954935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -2954956.000000 Penalty: 5071.290039
	Iteration 64Q: 3 clusters Score -2954956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -2954993.000000 Penalty: 5071.290039
	Iteration 65Q: 3 clusters Score -2954993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -2955027.750000 Penalty: 5071.290039
	Iteration 66Q: 3 clusters Score -2955028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2955055.500000 Penalty: 5071.290039
	Iteration 67Q: 3 clusters Score -2955056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -2955069.750000 Penalty: 5071.290039
	Iteration 68Q: 3 clusters Score -2955070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -2955073.500000 Penalty: 5071.290039
	Iteration 69Q: 3 clusters Score -2955074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -2955073.750000 Penalty: 5071.290039
	Iteration 70Q: 3 clusters Score -2955074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -2955085.250000 Penalty: 5071.290039
	Iteration 71Q: 3 clusters Score -2955085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -2955094.500000 Penalty: 5071.290039
	Iteration 72Q: 3 clusters Score -2955094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -2955096.250000 Penalty: 5071.290039
	Iteration 73Q: 3 clusters Score -2955096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2955096.500000 Penalty: 5071.290039
	Iteration 74Q: 3 clusters Score -2955096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2955098.250000 Penalty: 5071.290039
	Iteration 75Q: 3 clusters Score -2955098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -2955097.500000 Penalty: 5071.290039
	Iteration 76Q: 3 clusters Score -2955098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -2955104.500000 Penalty: 5071.290039
	Iteration 77Q: 3 clusters Score -2955104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -2955108.000000 Penalty: 5071.290039
	Iteration 78Q: 3 clusters Score -2955108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -2955103.750000 Penalty: 5071.290039
	Iteration 79Q: 3 clusters Score -2955104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2955104.250000 Penalty: 5071.290039
	Iteration 80F: 3 clusters Score -2955104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -737719.062500 Penalty: 2198.211670
	Iteration 0F: 2 clusters Score -737719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -731972.750000 Penalty: 4396.423340
	Iteration 0F: 3 clusters Score -731972.8 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -733635.125000 Penalty: 4396.423340
	Iteration 1F: 3 clusters Score -733635.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -733998.500000 Penalty: 4396.423340
	Iteration 2F: 3 clusters Score -733998.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -734278.875000 Penalty: 4396.423340
	Iteration 3F: 3 clusters Score -734278.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -734505.187500 Penalty: 4396.423340
	Iteration 4Q: 3 clusters Score -734505.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -734684.500000 Penalty: 4396.423340
	Iteration 5Q: 3 clusters Score -734684.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -734841.375000 Penalty: 4396.423340
	Iteration 6Q: 3 clusters Score -734841.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -734972.937500 Penalty: 4396.423340
	Iteration 7Q: 3 clusters Score -734972.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -735091.812500 Penalty: 4396.423340
	Iteration 8Q: 3 clusters Score -735091.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -735179.375000 Penalty: 4396.423340
	Iteration 9Q: 3 clusters Score -735179.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -735253.000000 Penalty: 4396.423340
	Iteration 10Q: 3 clusters Score -735253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -735334.687500 Penalty: 4396.423340
	Iteration 11Q: 3 clusters Score -735334.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -735415.062500 Penalty: 4396.423340
	Iteration 12Q: 3 clusters Score -735415.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -735477.750000 Penalty: 4396.423340
	Iteration 13Q: 3 clusters Score -735477.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -735526.875000 Penalty: 4396.423340
	Iteration 14Q: 3 clusters Score -735526.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -735561.500000 Penalty: 4396.423340
	Iteration 15Q: 3 clusters Score -735561.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -735600.125000 Penalty: 4396.423340
	Iteration 16Q: 3 clusters Score -735600.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -735633.375000 Penalty: 4396.423340
	Iteration 17Q: 3 clusters Score -735633.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -735661.125000 Penalty: 4396.423340
	Iteration 18Q: 3 clusters Score -735661.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -735684.500000 Penalty: 4396.423340
	Iteration 19Q: 3 clusters Score -735684.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -735712.000000 Penalty: 4396.423340
	Iteration 20F: 3 clusters Score -735712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -735735.687500 Penalty: 4396.423340
	Iteration 21Q: 3 clusters Score -735735.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -735757.000000 Penalty: 4396.423340
	Iteration 22Q: 3 clusters Score -735757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -735809.875000 Penalty: 4396.423340
	Iteration 23Q: 3 clusters Score -735809.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -735864.312500 Penalty: 4396.423340
	Iteration 24Q: 3 clusters Score -735864.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -735906.000000 Penalty: 4396.423340
	Iteration 25Q: 3 clusters Score -735906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -735943.000000 Penalty: 4396.423340
	Iteration 26Q: 3 clusters Score -735943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -735970.187500 Penalty: 4396.423340
	Iteration 27Q: 3 clusters Score -735970.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -735986.562500 Penalty: 4396.423340
	Iteration 28Q: 3 clusters Score -735986.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -735999.250000 Penalty: 4396.423340
	Iteration 29Q: 3 clusters Score -735999.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -736008.000000 Penalty: 4396.423340
	Iteration 30Q: 3 clusters Score -736008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -736020.687500 Penalty: 4396.423340
	Iteration 31Q: 3 clusters Score -736020.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -736030.937500 Penalty: 4396.423340
	Iteration 32Q: 3 clusters Score -736030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -736041.000000 Penalty: 4396.423340
	Iteration 33Q: 3 clusters Score -736041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -736050.375000 Penalty: 4396.423340
	Iteration 34Q: 3 clusters Score -736050.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -736065.000000 Penalty: 4396.423340
	Iteration 35Q: 3 clusters Score -736065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -736075.937500 Penalty: 4396.423340
	Iteration 36Q: 3 clusters Score -736075.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -736088.687500 Penalty: 4396.423340
	Iteration 37Q: 3 clusters Score -736088.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -736100.312500 Penalty: 4396.423340
	Iteration 38Q: 3 clusters Score -736100.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -736116.000000 Penalty: 4396.423340
	Iteration 39Q: 3 clusters Score -736116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -736131.312500 Penalty: 4396.423340
	Iteration 40F: 3 clusters Score -736131.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -736143.437500 Penalty: 4396.423340
	Iteration 41Q: 3 clusters Score -736143.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -736165.625000 Penalty: 4396.423340
	Iteration 42Q: 3 clusters Score -736165.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -736182.687500 Penalty: 4396.423340
	Iteration 43Q: 3 clusters Score -736182.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -736194.812500 Penalty: 4396.423340
	Iteration 44Q: 3 clusters Score -736194.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -736203.500000 Penalty: 4396.423340
	Iteration 45Q: 3 clusters Score -736203.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -736207.875000 Penalty: 4396.423340
	Iteration 46Q: 3 clusters Score -736207.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -736208.937500 Penalty: 4396.423340
	Iteration 47Q: 3 clusters Score -736208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -736211.000000 Penalty: 4396.423340
	Iteration 48Q: 3 clusters Score -736211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -736212.062500 Penalty: 4396.423340
	Iteration 49Q: 3 clusters Score -736212.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -736213.687500 Penalty: 4396.423340
	Iteration 50Q: 3 clusters Score -736213.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -736213.687500 Penalty: 4396.423340
	Iteration 51F: 3 clusters Score -736213.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (37238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Entering Unmasked Estep 
Score: -3946721.000000 Penalty: 2610.221191
	Iteration 0F: 2 clusters Score -3946721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3921466.000000 Penalty: 5220.442383
	Iteration 0F: 3 clusters Score -3921466 nChanged 16924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3931368.000000 Penalty: 5220.442383
	Iteration 1F: 3 clusters Score -3931368 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3932674.250000 Penalty: 5220.442383
	Iteration 2F: 3 clusters Score -3932674 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3934074.750000 Penalty: 5220.442383
	Iteration 3F: 3 clusters Score -3934075 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3935561.250000 Penalty: 5220.442383
	Iteration 4F: 3 clusters Score -3935561 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3936944.250000 Penalty: 5220.442383
	Iteration 5F: 3 clusters Score -3936944 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3938115.250000 Penalty: 5220.442383
	Iteration 6F: 3 clusters Score -3938115 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3939106.500000 Penalty: 5220.442383
	Iteration 7F: 3 clusters Score -3939106 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -3939779.500000 Penalty: 5220.442383
	Iteration 8Q: 3 clusters Score -3939780 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3940254.250000 Penalty: 5220.442383
	Iteration 9Q: 3 clusters Score -3940254 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -3940608.000000 Penalty: 5220.442383
	Iteration 10Q: 3 clusters Score -3940608 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3940865.500000 Penalty: 5220.442383
	Iteration 11Q: 3 clusters Score -3940866 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3941100.000000 Penalty: 5220.442383
	Iteration 12Q: 3 clusters Score -3941100 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -3941320.000000 Penalty: 5220.442383
	Iteration 13Q: 3 clusters Score -3941320 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3941553.750000 Penalty: 5220.442383
	Iteration 14Q: 3 clusters Score -3941554 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3941831.250000 Penalty: 5220.442383
	Iteration 15Q: 3 clusters Score -3941831 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3942113.750000 Penalty: 5220.442383
	Iteration 16Q: 3 clusters Score -3942114 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3942402.500000 Penalty: 5220.442383
	Iteration 17Q: 3 clusters Score -3942402 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -3942683.250000 Penalty: 5220.442383
	Iteration 18Q: 3 clusters Score -3942683 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3942950.500000 Penalty: 5220.442383
	Iteration 19Q: 3 clusters Score -3942950 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -3943202.500000 Penalty: 5220.442383
	Iteration 20F: 3 clusters Score -3943202 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3943395.750000 Penalty: 5220.442383
	Iteration 21Q: 3 clusters Score -3943396 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3943653.250000 Penalty: 5220.442383
	Iteration 22Q: 3 clusters Score -3943653 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3943935.250000 Penalty: 5220.442383
	Iteration 23Q: 3 clusters Score -3943935 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3944233.500000 Penalty: 5220.442383
	Iteration 24Q: 3 clusters Score -3944234 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3944601.500000 Penalty: 5220.442383
	Iteration 25Q: 3 clusters Score -3944602 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3945044.500000 Penalty: 5220.442383
	Iteration 26Q: 3 clusters Score -3945044 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3945493.750000 Penalty: 5220.442383
	Iteration 27Q: 3 clusters Score -3945494 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3945883.500000 Penalty: 5220.442383
	Iteration 28Q: 3 clusters Score -3945884 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3946183.750000 Penalty: 5220.442383
	Iteration 29Q: 3 clusters Score -3946184 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3946409.250000 Penalty: 5220.442383
	Iteration 30Q: 3 clusters Score -3946409 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -3946547.250000 Penalty: 5220.442383
	Iteration 31Q: 3 clusters Score -3946547 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3946646.000000 Penalty: 5220.442383
	Iteration 32Q: 3 clusters Score -3946646 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3946738.750000 Penalty: 5220.442383
	Iteration 33Q: 3 clusters Score -3946739 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3946806.500000 Penalty: 5220.442383
	Iteration 34Q: 3 clusters Score -3946806 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3946855.750000 Penalty: 5220.442383
	Iteration 35Q: 3 clusters Score -3946856 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3946921 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3946965 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3947010 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -3947057.500000 Penalty: 5220.442383
	Iteration 39Q: 3 clusters Score -3947058 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3947103.000000 Penalty: 5220.442383
	Iteration 40F: 3 clusters Score -3947103 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -3947135.750000 Penalty: 5220.442383
	Iteration 41Q: 3 clusters Score -3947136 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3947171.250000 Penalty: 5220.442383
	Iteration 42Q: 3 clusters Score -3947171 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3947220.250000 Penalty: 5220.442383
	Iteration 43Q: 3 clusters Score -3947220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -3947258.750000 Penalty: 5220.442383
	Iteration 44Q: 3 clusters Score -3947259 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -3947276.500000 Penalty: 5220.442383
	Iteration 45Q: 3 clusters Score -3947276 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3947297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -3947301.000000 Penalty: 5220.442383
	Iteration 47Q: 3 clusters Score -3947301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -3947313.500000 Penalty: 5220.442383
	Iteration 48Q: 3 clusters Score -3947314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3947330.750000 Penalty: 5220.442383
	Iteration 49Q: 3 clusters Score -3947331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3947348.500000 Penalty: 5220.442383
	Iteration 50Q: 3 clusters Score -3947348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3947347.500000 Penalty: 5220.442383
	Iteration 51Q: 3 clusters Score -3947348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -3947361.500000 Penalty: 5220.442383
	Iteration 52Q: 3 clusters Score -3947362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -3947363.750000 Penalty: 5220.442383
	Iteration 53Q: 3 clusters Score -3947364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3947378.250000 Penalty: 5220.442383
	Iteration 54Q: 3 clusters Score -3947378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -3947389.250000 Penalty: 5220.442383
	Iteration 55Q: 3 clusters Score -3947389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3947391.250000 Penalty: 5220.442383
	Iteration 56Q: 3 clusters Score -3947391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -3947388.250000 Penalty: 5220.442383
	Iteration 57Q: 3 clusters Score -3947388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -3947395.750000 Penalty: 5220.442383
	Iteration 58Q: 3 clusters Score -3947396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -3947402.750000 Penalty: 5220.442383
	Iteration 59Q: 3 clusters Score -3947403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -3947409.750000 Penalty: 5220.442383
	Iteration 60F: 3 clusters Score -3947410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -3947407.500000 Penalty: 5220.442383
	Iteration 61Q: 3 clusters Score -3947408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -3947421.500000 Penalty: 5220.442383
	Iteration 62Q: 3 clusters Score -3947422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -3947418.500000 Penalty: 5220.442383
	Iteration 63Q: 3 clusters Score -3947418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3947427.250000 Penalty: 5220.442383
	Iteration 64Q: 3 clusters Score -3947427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3947429.250000 Penalty: 5220.442383
	Iteration 65Q: 3 clusters Score -3947429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3947436.750000 Penalty: 5220.442383
	Iteration 66Q: 3 clusters Score -3947437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -3947431.750000 Penalty: 5220.442383
	Iteration 67Q: 3 clusters Score -3947432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -3947437.250000 Penalty: 5220.442383
	Iteration 68Q: 3 clusters Score -3947437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -3947436.250000 Penalty: 5220.442383
	Iteration 69Q: 3 clusters Score -3947436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -3947442.250000 Penalty: 5220.442383
	Iteration 70Q: 3 clusters Score -3947442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -3947447.000000 Penalty: 5220.442383
	Iteration 71Q: 3 clusters Score -3947447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -3947447.750000 Penalty: 5220.442383
	Iteration 72Q: 3 clusters Score -3947448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -3947446.750000 Penalty: 5220.442383
	Iteration 73Q: 3 clusters Score -3947447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -3947449.250000 Penalty: 5220.442383
	Iteration 74Q: 3 clusters Score -3947449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -3947445.000000 Penalty: 5220.442383
	Iteration 75Q: 3 clusters Score -3947445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -3947453.000000 Penalty: 5220.442383
	Iteration 76Q: 3 clusters Score -3947453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -3947452.500000 Penalty: 5220.442383
	Iteration 77Q: 3 clusters Score -3947452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -3947449.750000 Penalty: 5220.442383
	Iteration 78Q: 3 clusters Score -3947450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -3947446.250000 Penalty: 5220.442383
	Iteration 79Q: 3 clusters Score -3947446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3947454.750000 Penalty: 5220.442383
	Iteration 80F: 3 clusters Score -3947455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -3947451.750000 Penalty: 5220.442383
	Iteration 81Q: 3 clusters Score -3947452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3947453.500000 Penalty: 5220.442383
	Iteration 82Q: 3 clusters Score -3947454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -3947450.750000 Penalty: 5220.442383
	Iteration 83Q: 3 clusters Score -3947451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -3947435.750000 Penalty: 5220.442383
	Iteration 84Q: 3 clusters Score -3947436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -3947443.250000 Penalty: 5220.442383
	Iteration 85Q: 3 clusters Score -3947443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3947452.750000 Penalty: 5220.442383
	Iteration 86Q: 3 clusters Score -3947453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -3947457.500000 Penalty: 5220.442383
	Iteration 87Q: 3 clusters Score -3947458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3947458.750000 Penalty: 5220.442383
	Iteration 88Q: 3 clusters Score -3947459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3947465.000000 Penalty: 5220.442383
	Iteration 89Q: 3 clusters Score -3947465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -3947466.500000 Penalty: 5220.442383
	Iteration 90Q: 3 clusters Score -3947466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3947466.500000 Penalty: 5220.442383
	Iteration 91Q: 3 clusters Score -3947466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -3947464.250000 Penalty: 5220.442383
	Iteration 92Q: 3 clusters Score -3947464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3947476.500000 Penalty: 5220.442383
	Iteration 93Q: 3 clusters Score -3947476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3947482.250000 Penalty: 5220.442383
	Iteration 94Q: 3 clusters Score -3947482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -3947491.500000 Penalty: 5220.442383
	Iteration 95Q: 3 clusters Score -3947492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3947487.250000 Penalty: 5220.442383
	Iteration 96Q: 3 clusters Score -3947487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3947491.250000 Penalty: 5220.442383
	Iteration 97Q: 3 clusters Score -3947491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -3947493.250000 Penalty: 5220.442383
	Iteration 98Q: 3 clusters Score -3947493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3947493.750000 Penalty: 5220.442383
	Iteration 99Q: 3 clusters Score -3947494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -3947495.500000 Penalty: 5220.442383
	Iteration 100F: 3 clusters Score -3947496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3947498.000000 Penalty: 5220.442383
	Iteration 101Q: 3 clusters Score -3947498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -3947494.250000 Penalty: 5220.442383
	Iteration 102Q: 3 clusters Score -3947494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3947498.750000 Penalty: 5220.442383
	Iteration 103Q: 3 clusters Score -3947499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -3947506.750000 Penalty: 5220.442383
	Iteration 104Q: 3 clusters Score -3947507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -3947503.500000 Penalty: 5220.442383
	Iteration 105Q: 3 clusters Score -3947504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -3947502.000000 Penalty: 5220.442383
	Iteration 106Q: 3 clusters Score -3947502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3947499.750000 Penalty: 5220.442383
	Iteration 107Q: 3 clusters Score -3947500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -3947496.750000 Penalty: 5220.442383
	Iteration 108Q: 3 clusters Score -3947497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3947498.500000 Penalty: 5220.442383
	Iteration 109Q: 3 clusters Score -3947498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -3947498.500000 Penalty: 5220.442383
	Iteration 110F: 3 clusters Score -3947498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257458 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188428 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92664 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15133 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27567 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 4636 members 
Mstep: Class 37 contains 177963 members 
Mstep: Class 38 contains 45129 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6474 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19971 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 32602 members 
Entering Unmasked Estep 
Score: -225959616.000000 Penalty: 165589.750000
Splitting cluster 36 changes total score from -225960160.000000 to -225959616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (177963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177963 members 
Entering Unmasked Estep 
Score: -20585764.000000 Penalty: 2998.154053
	Iteration 0F: 2 clusters Score -2.058576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -20467392.000000 Penalty: 5996.308105
	Iteration 0F: 3 clusters Score -2.046739e+07 nChanged 85111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 91702 members 
Entering Unmasked Estep 
Score: -20518094.000000 Penalty: 5996.308105
	Iteration 1F: 3 clusters Score -2.051809e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -20519834.000000 Penalty: 5996.308105
	Iteration 2Q: 3 clusters Score -2.051983e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81947 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -20522342.000000 Penalty: 5996.308105
	Iteration 3Q: 3 clusters Score -2.052234e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -20525974.000000 Penalty: 5996.308105
	Iteration 4Q: 3 clusters Score -2.052597e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 106563 members 
Entering Unmasked Estep 
Score: -20531362.000000 Penalty: 5996.308105
	Iteration 5F: 3 clusters Score -2.053136e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62935 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -20539576.000000 Penalty: 5996.308105
	Iteration 6F: 3 clusters Score -2.053958e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -20549986.000000 Penalty: 5996.308105
	Iteration 7F: 3 clusters Score -2.054999e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 132939 members 
Entering Unmasked Estep 
Score: -20558896.000000 Penalty: 5996.308105
	Iteration 8F: 3 clusters Score -2.05589e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 139014 members 
Entering Unmasked Estep 
Score: -20564714.000000 Penalty: 5996.308105
	Iteration 9Q: 3 clusters Score -2.056471e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 143563 members 
Entering Unmasked Estep 
Score: -20567934.000000 Penalty: 5996.308105
	Iteration 10Q: 3 clusters Score -2.056793e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 147463 members 
Entering Unmasked Estep 
Score: -20570132.000000 Penalty: 5996.308105
	Iteration 11Q: 3 clusters Score -2.057013e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 151068 members 
Entering Unmasked Estep 
Score: -20571958.000000 Penalty: 5996.308105
	Iteration 12Q: 3 clusters Score -2.057196e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -20573688.000000 Penalty: 5996.308105
	Iteration 13Q: 3 clusters Score -2.057369e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -20575162.000000 Penalty: 5996.308105
	Iteration 14Q: 3 clusters Score -2.057516e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -20576494.000000 Penalty: 5996.308105
	Iteration 15Q: 3 clusters Score -2.057649e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -20577936.000000 Penalty: 5996.308105
	Iteration 16Q: 3 clusters Score -2.057794e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 165507 members 
Entering Unmasked Estep 
Score: -20579168.000000 Penalty: 5996.308105
	Iteration 17Q: 3 clusters Score -2.057917e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 167575 members 
Entering Unmasked Estep 
Score: -20580162.000000 Penalty: 5996.308105
	Iteration 18Q: 3 clusters Score -2.058016e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 169364 members 
Entering Unmasked Estep 
Score: -20580986.000000 Penalty: 5996.308105
	Iteration 19Q: 3 clusters Score -2.058099e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 170817 members 
Entering Unmasked Estep 
Score: -20581516.000000 Penalty: 5996.308105
	Iteration 20F: 3 clusters Score -2.058152e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -20582064.000000 Penalty: 5996.308105
	Iteration 21Q: 3 clusters Score -2.058206e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 173007 members 
Entering Unmasked Estep 
Score: -20582428.000000 Penalty: 5996.308105
	Iteration 22Q: 3 clusters Score -2.058243e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 173769 members 
Entering Unmasked Estep 
Score: -20582752.000000 Penalty: 5996.308105
	Iteration 23Q: 3 clusters Score -2.058275e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 174332 members 
Entering Unmasked Estep 
Score: -20582932.000000 Penalty: 5996.308105
	Iteration 24Q: 3 clusters Score -2.058293e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 174804 members 
Entering Unmasked Estep 
Score: -20583154.000000 Penalty: 5996.308105
	Iteration 25Q: 3 clusters Score -2.058315e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -20583326.000000 Penalty: 5996.308105
	Iteration 26Q: 3 clusters Score -2.058333e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 175432 members 
Entering Unmasked Estep 
Score: -20583376.000000 Penalty: 5996.308105
	Iteration 27Q: 3 clusters Score -2.058338e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -20583492.000000 Penalty: 5996.308105
	Iteration 28Q: 3 clusters Score -2.058349e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 175821 members 
Entering Unmasked Estep 
Score: -20583478.000000 Penalty: 5996.308105
	Iteration 29Q: 3 clusters Score -2.058348e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 175971 members 
Entering Unmasked Estep 
Score: -20583534.000000 Penalty: 5996.308105
	Iteration 30Q: 3 clusters Score -2.058353e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -20583556.000000 Penalty: 5996.308105
	Iteration 31Q: 3 clusters Score -2.058356e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 176151 members 
Entering Unmasked Estep 
Score: -20583578.000000 Penalty: 5996.308105
	Iteration 32Q: 3 clusters Score -2.058358e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -20583596.000000 Penalty: 5996.308105
	Iteration 33Q: 3 clusters Score -2.05836e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 176276 members 
Entering Unmasked Estep 
Score: -20583618.000000 Penalty: 5996.308105
	Iteration 34Q: 3 clusters Score -2.058362e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 176330 members 
Entering Unmasked Estep 
Score: -20583632.000000 Penalty: 5996.308105
	Iteration 35Q: 3 clusters Score -2.058363e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 176368 members 
Entering Unmasked Estep 
Score: -20583664.000000 Penalty: 5996.308105
	Iteration 36Q: 3 clusters Score -2.058366e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -20583654.000000 Penalty: 5996.308105
	Iteration 37Q: 3 clusters Score -2.058365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 176442 members 
Entering Unmasked Estep 
Score: -20583672.000000 Penalty: 5996.308105
	Iteration 38Q: 3 clusters Score -2.058367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 176465 members 
Entering Unmasked Estep 
Score: -20583654.000000 Penalty: 5996.308105
	Iteration 39Q: 3 clusters Score -2.058365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 176482 members 
Entering Unmasked Estep 
Score: -20583666.000000 Penalty: 5996.308105
	Iteration 40F: 3 clusters Score -2.058367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 176494 members 
Entering Unmasked Estep 
Score: -20583678.000000 Penalty: 5996.308105
	Iteration 41Q: 3 clusters Score -2.058368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 176514 members 
Entering Unmasked Estep 
Score: -20583672.000000 Penalty: 5996.308105
	Iteration 42Q: 3 clusters Score -2.058367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 176530 members 
Entering Unmasked Estep 
Score: -20583688.000000 Penalty: 5996.308105
	Iteration 43Q: 3 clusters Score -2.058369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -20583676.000000 Penalty: 5996.308105
	Iteration 44Q: 3 clusters Score -2.058368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 176541 members 
Entering Unmasked Estep 
Score: -20583690.000000 Penalty: 5996.308105
	Iteration 45Q: 3 clusters Score -2.058369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 176542 members 
Entering Unmasked Estep 
Score: -20583698.000000 Penalty: 5996.308105
	Iteration 46Q: 3 clusters Score -2.05837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 176541 members 
Entering Unmasked Estep 
Score: -20583690.000000 Penalty: 5996.308105
	Iteration 47Q: 3 clusters Score -2.058369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -20583690.000000 Penalty: 5996.308105
	Iteration 48Q: 3 clusters Score -2.058369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 176545 members 
Entering Unmasked Estep 
Score: -20583692.000000 Penalty: 5996.308105
	Iteration 49Q: 3 clusters Score -2.058369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 176546 members 
Entering Unmasked Estep 
Score: -20583704.000000 Penalty: 5996.308105
	Iteration 50Q: 3 clusters Score -2.05837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 176547 members 
Entering Unmasked Estep 
Score: -20583700.000000 Penalty: 5996.308105
	Iteration 51Q: 3 clusters Score -2.05837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 176548 members 
Entering Unmasked Estep 
Score: -20583704.000000 Penalty: 5996.308105
	Iteration 52Q: 3 clusters Score -2.05837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 176548 members 
Entering Unmasked Estep 
Score: -20583704.000000 Penalty: 5996.308105
	Iteration 53F: 3 clusters Score -2.05837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (45129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Entering Unmasked Estep 
Score: -5253966.000000 Penalty: 2657.885498
	Iteration 0F: 2 clusters Score -5253966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5223352.000000 Penalty: 5315.770996
	Iteration 0F: 3 clusters Score -5223352 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -5235030.000000 Penalty: 5315.770996
	Iteration 1F: 3 clusters Score -5235030 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -5235967.000000 Penalty: 5315.770996
	Iteration 2Q: 3 clusters Score -5235967 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -5237066.500000 Penalty: 5315.770996
	Iteration 3Q: 3 clusters Score -5237066 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5238259.500000 Penalty: 5315.770996
	Iteration 4F: 3 clusters Score -5238260 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -5239413.000000 Penalty: 5315.770996
	Iteration 5Q: 3 clusters Score -5239413 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -5240691.000000 Penalty: 5315.770996
	Iteration 6F: 3 clusters Score -5240691 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5242331.000000 Penalty: 5315.770996
	Iteration 7F: 3 clusters Score -5242331 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5244423.500000 Penalty: 5315.770996
	Iteration 8F: 3 clusters Score -5244424 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5247027.500000 Penalty: 5315.770996
	Iteration 9F: 3 clusters Score -5247028 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5249251.500000 Penalty: 5315.770996
	Iteration 10F: 3 clusters Score -5249252 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5250366.500000 Penalty: 5315.770996
	Iteration 11Q: 3 clusters Score -5250366 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5250926.500000 Penalty: 5315.770996
	Iteration 12Q: 3 clusters Score -5250926 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5251228.500000 Penalty: 5315.770996
	Iteration 13Q: 3 clusters Score -5251228 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5251413.000000 Penalty: 5315.770996
	Iteration 14Q: 3 clusters Score -5251413 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -5251557.500000 Penalty: 5315.770996
	Iteration 15Q: 3 clusters Score -5251558 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5251625.000000 Penalty: 5315.770996
	Iteration 16Q: 3 clusters Score -5251625 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -5251717.500000 Penalty: 5315.770996
	Iteration 17Q: 3 clusters Score -5251718 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5251767.000000 Penalty: 5315.770996
	Iteration 18Q: 3 clusters Score -5251767 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5251841.000000 Penalty: 5315.770996
	Iteration 19Q: 3 clusters Score -5251841 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -5251893.000000 Penalty: 5315.770996
	Iteration 20F: 3 clusters Score -5251893 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -5251938.500000 Penalty: 5315.770996
	Iteration 21Q: 3 clusters Score -5251938 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5251986.000000 Penalty: 5315.770996
	Iteration 22Q: 3 clusters Score -5251986 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -5252021.000000 Penalty: 5315.770996
	Iteration 23Q: 3 clusters Score -5252021 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -5252059.500000 Penalty: 5315.770996
	Iteration 24Q: 3 clusters Score -5252060 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5252082.500000 Penalty: 5315.770996
	Iteration 25Q: 3 clusters Score -5252082 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5252104.500000 Penalty: 5315.770996
	Iteration 26Q: 3 clusters Score -5252104 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -5252130.000000 Penalty: 5315.770996
	Iteration 27Q: 3 clusters Score -5252130 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -5252146.500000 Penalty: 5315.770996
	Iteration 28Q: 3 clusters Score -5252146 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5252155.000000 Penalty: 5315.770996
	Iteration 29Q: 3 clusters Score -5252155 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -5252188.500000 Penalty: 5315.770996
	Iteration 30Q: 3 clusters Score -5252188 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -5252213.500000 Penalty: 5315.770996
	Iteration 31Q: 3 clusters Score -5252214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5252231.000000 Penalty: 5315.770996
	Iteration 32Q: 3 clusters Score -5252231 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -5252260.000000 Penalty: 5315.770996
	Iteration 33Q: 3 clusters Score -5252260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -5252271.500000 Penalty: 5315.770996
	Iteration 34Q: 3 clusters Score -5252272 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -5252278.500000 Penalty: 5315.770996
	Iteration 35Q: 3 clusters Score -5252278 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -5252304.000000 Penalty: 5315.770996
	Iteration 36Q: 3 clusters Score -5252304 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -5252326.500000 Penalty: 5315.770996
	Iteration 37Q: 3 clusters Score -5252326 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -5252343.000000 Penalty: 5315.770996
	Iteration 38Q: 3 clusters Score -5252343 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5252347.000000 Penalty: 5315.770996
	Iteration 39Q: 3 clusters Score -5252347 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -5252368.500000 Penalty: 5315.770996
	Iteration 40F: 3 clusters Score -5252368 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -5252406.500000 Penalty: 5315.770996
	Iteration 41Q: 3 clusters Score -5252406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -5252423.000000 Penalty: 5315.770996
	Iteration 42Q: 3 clusters Score -5252423 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -5252444.000000 Penalty: 5315.770996
	Iteration 43Q: 3 clusters Score -5252444 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -5252448.000000 Penalty: 5315.770996
	Iteration 44Q: 3 clusters Score -5252448 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -5252475.000000 Penalty: 5315.770996
	Iteration 45Q: 3 clusters Score -5252475 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -5252501.500000 Penalty: 5315.770996
	Iteration 46Q: 3 clusters Score -5252502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -5252523.500000 Penalty: 5315.770996
	Iteration 47Q: 3 clusters Score -5252524 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -5252548.000000 Penalty: 5315.770996
	Iteration 48Q: 3 clusters Score -5252548 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -5252569.000000 Penalty: 5315.770996
	Iteration 49Q: 3 clusters Score -5252569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -5252580.500000 Penalty: 5315.770996
	Iteration 50Q: 3 clusters Score -5252580 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -5252597.500000 Penalty: 5315.770996
	Iteration 51Q: 3 clusters Score -5252598 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -5252625.000000 Penalty: 5315.770996
	Iteration 52Q: 3 clusters Score -5252625 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -5252650.000000 Penalty: 5315.770996
	Iteration 53Q: 3 clusters Score -5252650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5252657.500000 Penalty: 5315.770996
	Iteration 54Q: 3 clusters Score -5252658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -5252665.000000 Penalty: 5315.770996
	Iteration 55Q: 3 clusters Score -5252665 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -5252675.000000 Penalty: 5315.770996
	Iteration 56Q: 3 clusters Score -5252675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -5252678.500000 Penalty: 5315.770996
	Iteration 57Q: 3 clusters Score -5252678 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -5252686.000000 Penalty: 5315.770996
	Iteration 58Q: 3 clusters Score -5252686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -5252706.500000 Penalty: 5315.770996
	Iteration 59Q: 3 clusters Score -5252706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -5252698.500000 Penalty: 5315.770996
	Iteration 60F: 3 clusters Score -5252698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -5252713.000000 Penalty: 5315.770996
	Iteration 61Q: 3 clusters Score -5252713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -5252714.000000 Penalty: 5315.770996
	Iteration 62Q: 3 clusters Score -5252714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -5252724.500000 Penalty: 5315.770996
	Iteration 63Q: 3 clusters Score -5252724 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -5252731.500000 Penalty: 5315.770996
	Iteration 64Q: 3 clusters Score -5252732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -5252733.500000 Penalty: 5315.770996
	Iteration 65Q: 3 clusters Score -5252734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5252744.500000 Penalty: 5315.770996
	Iteration 66Q: 3 clusters Score -5252744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -5252747.000000 Penalty: 5315.770996
	Iteration 67Q: 3 clusters Score -5252747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5252739.500000 Penalty: 5315.770996
	Iteration 68Q: 3 clusters Score -5252740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5252754.500000 Penalty: 5315.770996
	Iteration 69Q: 3 clusters Score -5252754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -5252759.500000 Penalty: 5315.770996
	Iteration 70Q: 3 clusters Score -5252760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -5252759.500000 Penalty: 5315.770996
	Iteration 71Q: 3 clusters Score -5252760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -5252764.000000 Penalty: 5315.770996
	Iteration 72Q: 3 clusters Score -5252764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -5252757.000000 Penalty: 5315.770996
	Iteration 73Q: 3 clusters Score -5252757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -5252763.500000 Penalty: 5315.770996
	Iteration 74Q: 3 clusters Score -5252764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5252745.500000 Penalty: 5315.770996
	Iteration 75Q: 3 clusters Score -5252746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -5252753.000000 Penalty: 5315.770996
	Iteration 76Q: 3 clusters Score -5252753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -5252755.500000 Penalty: 5315.770996
	Iteration 77Q: 3 clusters Score -5252756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5252762.000000 Penalty: 5315.770996
	Iteration 78Q: 3 clusters Score -5252762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -5252763.500000 Penalty: 5315.770996
	Iteration 79Q: 3 clusters Score -5252764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -5252770.000000 Penalty: 5315.770996
	Iteration 80F: 3 clusters Score -5252770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5252771.000000 Penalty: 5315.770996
	Iteration 81Q: 3 clusters Score -5252771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -5252762.500000 Penalty: 5315.770996
	Iteration 82Q: 3 clusters Score -5252762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5252758.500000 Penalty: 5315.770996
	Iteration 83Q: 3 clusters Score -5252758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -5252767.000000 Penalty: 5315.770996
	Iteration 84Q: 3 clusters Score -5252767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -5252769.500000 Penalty: 5315.770996
	Iteration 85Q: 3 clusters Score -5252770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5252771.500000 Penalty: 5315.770996
	Iteration 86Q: 3 clusters Score -5252772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -5252767.500000 Penalty: 5315.770996
	Iteration 87Q: 3 clusters Score -5252768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -5252769.500000 Penalty: 5315.770996
	Iteration 88Q: 3 clusters Score -5252770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -5252763.500000 Penalty: 5315.770996
	Iteration 89Q: 3 clusters Score -5252764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -5252763.000000 Penalty: 5315.770996
	Iteration 90Q: 3 clusters Score -5252763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -5252766.000000 Penalty: 5315.770996
	Iteration 91Q: 3 clusters Score -5252766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -5252765.500000 Penalty: 5315.770996
	Iteration 92Q: 3 clusters Score -5252766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -5252761.500000 Penalty: 5315.770996
	Iteration 93Q: 3 clusters Score -5252762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5252761.500000 Penalty: 5315.770996
	Iteration 94Q: 3 clusters Score -5252762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -5252764.500000 Penalty: 5315.770996
	Iteration 95Q: 3 clusters Score -5252764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -5252767.000000 Penalty: 5315.770996
	Iteration 96Q: 3 clusters Score -5252767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -5252763.500000 Penalty: 5315.770996
	Iteration 97Q: 3 clusters Score -5252764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -5252774.000000 Penalty: 5315.770996
	Iteration 98Q: 3 clusters Score -5252774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -5252772.500000 Penalty: 5315.770996
	Iteration 99Q: 3 clusters Score -5252772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -5252768.000000 Penalty: 5315.770996
	Iteration 100F: 3 clusters Score -5252768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -5252765.500000 Penalty: 5315.770996
	Iteration 101Q: 3 clusters Score -5252766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -5252763.500000 Penalty: 5315.770996
	Iteration 102Q: 3 clusters Score -5252764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -5252769.500000 Penalty: 5315.770996
	Iteration 103Q: 3 clusters Score -5252770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -5252779.500000 Penalty: 5315.770996
	Iteration 104Q: 3 clusters Score -5252780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -5252784.000000 Penalty: 5315.770996
	Iteration 105Q: 3 clusters Score -5252784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -5252783.000000 Penalty: 5315.770996
	Iteration 106Q: 3 clusters Score -5252783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -5252779.000000 Penalty: 5315.770996
	Iteration 107Q: 3 clusters Score -5252779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -5252785.000000 Penalty: 5315.770996
	Iteration 108Q: 3 clusters Score -5252785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -5252780.500000 Penalty: 5315.770996
	Iteration 109Q: 3 clusters Score -5252780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -5252781.000000 Penalty: 5315.770996
	Iteration 110Q: 3 clusters Score -5252781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -5252786.000000 Penalty: 5315.770996
	Iteration 111Q: 3 clusters Score -5252786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5252785.000000 Penalty: 5315.770996
	Iteration 112Q: 3 clusters Score -5252785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -5252786.500000 Penalty: 5315.770996
	Iteration 113Q: 3 clusters Score -5252786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -5252787.000000 Penalty: 5315.770996
	Iteration 114Q: 3 clusters Score -5252787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -5252785.500000 Penalty: 5315.770996
	Iteration 115Q: 3 clusters Score -5252786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5252783.500000 Penalty: 5315.770996
	Iteration 116Q: 3 clusters Score -5252784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -5252780.500000 Penalty: 5315.770996
	Iteration 117Q: 3 clusters Score -5252780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -5252782.500000 Penalty: 5315.770996
	Iteration 118Q: 3 clusters Score -5252782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5252782.500000 Penalty: 5315.770996
	Iteration 119Q: 3 clusters Score -5252782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5252782.500000 Penalty: 5315.770996
	Iteration 120F: 3 clusters Score -5252782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -45062.316406 Penalty: 1507.255371
	Iteration 0F: 2 clusters Score -45062.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43558.882812 Penalty: 3014.510742
	Iteration 0F: 3 clusters Score -43558.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43685.980469 Penalty: 3014.510742
	Iteration 1F: 3 clusters Score -43685.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43758.832031 Penalty: 3014.510742
	Iteration 2F: 3 clusters Score -43758.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43783.679688 Penalty: 3014.510742
	Iteration 3Q: 3 clusters Score -43783.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43794.703125 Penalty: 3014.510742
	Iteration 4Q: 3 clusters Score -43794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43798.132812 Penalty: 3014.510742
	Iteration 5Q: 3 clusters Score -43798.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43799.031250 Penalty: 3014.510742
	Iteration 6Q: 3 clusters Score -43799.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43802.273438 Penalty: 3014.510742
	Iteration 7Q: 3 clusters Score -43802.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43803.730469 Penalty: 3014.510742
	Iteration 8Q: 3 clusters Score -43803.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43804.734375 Penalty: 3014.510742
	Iteration 9Q: 3 clusters Score -43804.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43804.734375 Penalty: 3014.510742
	Iteration 10F: 3 clusters Score -43804.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Entering Unmasked Estep 
Score: -662022.812500 Penalty: 2176.336426
	Iteration 0F: 2 clusters Score -662022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -656596.437500 Penalty: 4352.672852
	Iteration 0F: 3 clusters Score -656596.4 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -658139.625000 Penalty: 4352.672852
	Iteration 1F: 3 clusters Score -658139.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -658673.312500 Penalty: 4352.672852
	Iteration 2F: 3 clusters Score -658673.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -659190.812500 Penalty: 4352.672852
	Iteration 3F: 3 clusters Score -659190.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -659658.187500 Penalty: 4352.672852
	Iteration 4F: 3 clusters Score -659658.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -660045.437500 Penalty: 4352.672852
	Iteration 5F: 3 clusters Score -660045.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -660342.687500 Penalty: 4352.672852
	Iteration 6F: 3 clusters Score -660342.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -660594.937500 Penalty: 4352.672852
	Iteration 7Q: 3 clusters Score -660594.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -660834.312500 Penalty: 4352.672852
	Iteration 8Q: 3 clusters Score -660834.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -661026.687500 Penalty: 4352.672852
	Iteration 9Q: 3 clusters Score -661026.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -661217.062500 Penalty: 4352.672852
	Iteration 10Q: 3 clusters Score -661217.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -661381.687500 Penalty: 4352.672852
	Iteration 11Q: 3 clusters Score -661381.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -661493.937500 Penalty: 4352.672852
	Iteration 12Q: 3 clusters Score -661493.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -661564.562500 Penalty: 4352.672852
	Iteration 13Q: 3 clusters Score -661564.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -661599.437500 Penalty: 4352.672852
	Iteration 14Q: 3 clusters Score -661599.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -661616.625000 Penalty: 4352.672852
	Iteration 15Q: 3 clusters Score -661616.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -661630.062500 Penalty: 4352.672852
	Iteration 16Q: 3 clusters Score -661630.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -661635.125000 Penalty: 4352.672852
	Iteration 17Q: 3 clusters Score -661635.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -661641.312500 Penalty: 4352.672852
	Iteration 18Q: 3 clusters Score -661641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -661646.062500 Penalty: 4352.672852
	Iteration 19Q: 3 clusters Score -661646.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -661648.250000 Penalty: 4352.672852
	Iteration 20F: 3 clusters Score -661648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -661651.375000 Penalty: 4352.672852
	Iteration 21Q: 3 clusters Score -661651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -661651.500000 Penalty: 4352.672852
	Iteration 22Q: 3 clusters Score -661651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -661652.000000 Penalty: 4352.672852
	Iteration 23Q: 3 clusters Score -661652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -661652.375000 Penalty: 4352.672852
	Iteration 24Q: 3 clusters Score -661652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -661653.750000 Penalty: 4352.672852
	Iteration 25Q: 3 clusters Score -661653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -661655.250000 Penalty: 4352.672852
	Iteration 26Q: 3 clusters Score -661655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -661655.625000 Penalty: 4352.672852
	Iteration 27Q: 3 clusters Score -661655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -661655.312500 Penalty: 4352.672852
	Iteration 28Q: 3 clusters Score -661655.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -661655.312500 Penalty: 4352.672852
	Iteration 29F: 3 clusters Score -661655.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -129674.750000 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -129674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -127581.335938 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -127581.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127870.937500 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -127870.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127954.406250 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -127954.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -128002.171875 Penalty: 3514.606934
	Iteration 3Q: 3 clusters Score -128002.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -128030.023438 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -128030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -128046.703125 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -128046.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128059.968750 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -128060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128063.312500 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -128063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -128066.671875 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -128066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128067.328125 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -128067.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -128067.328125 Penalty: 3514.606934
	Iteration 10F: 3 clusters Score -128067.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -81950.554688 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -81950.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80264.921875 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -80264.92 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80764.695312 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -80764.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81026.132812 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -81026.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81345.664062 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -81345.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81571.156250 Penalty: 3312.457520
	Iteration 4F: 3 clusters Score -81571.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -81705.515625 Penalty: 3312.457520
	Iteration 5F: 3 clusters Score -81705.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81768.078125 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -81768.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -81818.984375 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -81818.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -81882.187500 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -81882.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81926.968750 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -81926.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -81957.687500 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -81957.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -81982.203125 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -81982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -81997.976562 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -81997.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82009.531250 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -82009.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82030.859375 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -82030.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -82052.328125 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -82052.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -82055.609375 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -82055.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -82060.914062 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -82060.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82062.656250 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -82062.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82062.656250 Penalty: 3312.457520
	Iteration 19F: 3 clusters Score -82062.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257458 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188428 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92664 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15133 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27567 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37238 members 
Mstep: Class 37 contains 177963 members 
Mstep: Class 38 contains 45129 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6474 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 600 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19971 members 
Mstep: Class 45 contains 416 members 
Mstep: Class 46 contains 195 members 
Entering Unmasked Estep 
Score: -225958272.000000 Penalty: 165589.750000
Splitting cluster 42 changes total score from -225960160.000000 to -225958272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (129394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Entering Unmasked Estep 
Score: -15082511.000000 Penalty: 2919.113037
	Iteration 0F: 2 clusters Score -1.508251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -14995443.000000 Penalty: 5838.226074
	Iteration 0F: 3 clusters Score -1.499544e+07 nChanged 61687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -15031323.000000 Penalty: 5838.226074
	Iteration 1F: 3 clusters Score -1.503132e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -15032518.000000 Penalty: 5838.226074
	Iteration 2Q: 3 clusters Score -1.503252e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -15033968.000000 Penalty: 5838.226074
	Iteration 3Q: 3 clusters Score -1.503397e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -15035913.000000 Penalty: 5838.226074
	Iteration 4Q: 3 clusters Score -1.503591e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 60790 members 
Entering Unmasked Estep 
Score: -15038354.000000 Penalty: 5838.226074
	Iteration 5Q: 3 clusters Score -1.503835e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 58867 members 
Entering Unmasked Estep 
Score: -15041657.000000 Penalty: 5838.226074
	Iteration 6F: 3 clusters Score -1.504166e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -15046111.000000 Penalty: 5838.226074
	Iteration 7F: 3 clusters Score -1.504611e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -15051761.000000 Penalty: 5838.226074
	Iteration 8F: 3 clusters Score -1.505176e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -15057844.000000 Penalty: 5838.226074
	Iteration 9F: 3 clusters Score -1.505784e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -15061573.000000 Penalty: 5838.226074
	Iteration 10F: 3 clusters Score -1.506157e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -15063570.000000 Penalty: 5838.226074
	Iteration 11Q: 3 clusters Score -1.506357e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -15064540.000000 Penalty: 5838.226074
	Iteration 12Q: 3 clusters Score -1.506454e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -15065322.000000 Penalty: 5838.226074
	Iteration 13Q: 3 clusters Score -1.506532e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -15066118.000000 Penalty: 5838.226074
	Iteration 14Q: 3 clusters Score -1.506612e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -15066863.000000 Penalty: 5838.226074
	Iteration 15Q: 3 clusters Score -1.506686e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -15067432.000000 Penalty: 5838.226074
	Iteration 16Q: 3 clusters Score -1.506743e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -15067923.000000 Penalty: 5838.226074
	Iteration 17Q: 3 clusters Score -1.506792e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -15068488.000000 Penalty: 5838.226074
	Iteration 18Q: 3 clusters Score -1.506849e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -15068876.000000 Penalty: 5838.226074
	Iteration 19Q: 3 clusters Score -1.506888e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -15069398.000000 Penalty: 5838.226074
	Iteration 20F: 3 clusters Score -1.50694e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99736 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -15069949.000000 Penalty: 5838.226074
	Iteration 21Q: 3 clusters Score -1.506995e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -15070389.000000 Penalty: 5838.226074
	Iteration 22Q: 3 clusters Score -1.507039e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -15070851.000000 Penalty: 5838.226074
	Iteration 23Q: 3 clusters Score -1.507085e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104309 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -15071332.000000 Penalty: 5838.226074
	Iteration 24Q: 3 clusters Score -1.507133e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105740 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -15071775.000000 Penalty: 5838.226074
	Iteration 25Q: 3 clusters Score -1.507178e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107189 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -15072241.000000 Penalty: 5838.226074
	Iteration 26Q: 3 clusters Score -1.507224e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -15072765.000000 Penalty: 5838.226074
	Iteration 27Q: 3 clusters Score -1.507276e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -15073290.000000 Penalty: 5838.226074
	Iteration 28Q: 3 clusters Score -1.507329e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -15073845.000000 Penalty: 5838.226074
	Iteration 29Q: 3 clusters Score -1.507384e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113080 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -15074344.000000 Penalty: 5838.226074
	Iteration 30Q: 3 clusters Score -1.507434e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114444 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -15074870.000000 Penalty: 5838.226074
	Iteration 31Q: 3 clusters Score -1.507487e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -15075327.000000 Penalty: 5838.226074
	Iteration 32Q: 3 clusters Score -1.507533e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116953 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -15075706.000000 Penalty: 5838.226074
	Iteration 33Q: 3 clusters Score -1.507571e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -15076146.000000 Penalty: 5838.226074
	Iteration 34Q: 3 clusters Score -1.507615e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119227 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -15076526.000000 Penalty: 5838.226074
	Iteration 35Q: 3 clusters Score -1.507653e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -15076931.000000 Penalty: 5838.226074
	Iteration 36Q: 3 clusters Score -1.507693e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121333 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -15077319.000000 Penalty: 5838.226074
	Iteration 37Q: 3 clusters Score -1.507732e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -15077739.000000 Penalty: 5838.226074
	Iteration 38Q: 3 clusters Score -1.507774e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -15078068.000000 Penalty: 5838.226074
	Iteration 39Q: 3 clusters Score -1.507807e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -15078363.000000 Penalty: 5838.226074
	Iteration 40F: 3 clusters Score -1.507836e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124645 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -15078806.000000 Penalty: 5838.226074
	Iteration 41Q: 3 clusters Score -1.507881e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125264 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -15079102.000000 Penalty: 5838.226074
	Iteration 42Q: 3 clusters Score -1.50791e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125790 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -15079334.000000 Penalty: 5838.226074
	Iteration 43Q: 3 clusters Score -1.507933e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -15079592.000000 Penalty: 5838.226074
	Iteration 44Q: 3 clusters Score -1.507959e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126518 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15079701.000000 Penalty: 5838.226074
	Iteration 45Q: 3 clusters Score -1.50797e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -15079847.000000 Penalty: 5838.226074
	Iteration 46Q: 3 clusters Score -1.507985e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126970 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -15079940.000000 Penalty: 5838.226074
	Iteration 47Q: 3 clusters Score -1.507994e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127141 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -15080017.000000 Penalty: 5838.226074
	Iteration 48Q: 3 clusters Score -1.508002e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127282 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -15080110.000000 Penalty: 5838.226074
	Iteration 49Q: 3 clusters Score -1.508011e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127380 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -15080158.000000 Penalty: 5838.226074
	Iteration 50Q: 3 clusters Score -1.508016e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -15080212.000000 Penalty: 5838.226074
	Iteration 51Q: 3 clusters Score -1.508021e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127504 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -15080248.000000 Penalty: 5838.226074
	Iteration 52Q: 3 clusters Score -1.508025e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15080280.000000 Penalty: 5838.226074
	Iteration 53Q: 3 clusters Score -1.508028e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127569 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15080294.000000 Penalty: 5838.226074
	Iteration 54Q: 3 clusters Score -1.508029e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15080318.000000 Penalty: 5838.226074
	Iteration 55Q: 3 clusters Score -1.508032e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127633 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -15080350.000000 Penalty: 5838.226074
	Iteration 56Q: 3 clusters Score -1.508035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127657 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -15080366.000000 Penalty: 5838.226074
	Iteration 57Q: 3 clusters Score -1.508037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15080376.000000 Penalty: 5838.226074
	Iteration 58Q: 3 clusters Score -1.508038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127695 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -15080391.000000 Penalty: 5838.226074
	Iteration 59Q: 3 clusters Score -1.508039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -15080399.000000 Penalty: 5838.226074
	Iteration 60F: 3 clusters Score -1.50804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127707 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -15080400.000000 Penalty: 5838.226074
	Iteration 61Q: 3 clusters Score -1.50804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127720 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -15080403.000000 Penalty: 5838.226074
	Iteration 62Q: 3 clusters Score -1.50804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -15080412.000000 Penalty: 5838.226074
	Iteration 63Q: 3 clusters Score -1.508041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15080412.000000 Penalty: 5838.226074
	Iteration 64Q: 3 clusters Score -1.508041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127745 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -15080416.000000 Penalty: 5838.226074
	Iteration 65Q: 3 clusters Score -1.508042e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127754 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15080419.000000 Penalty: 5838.226074
	Iteration 66Q: 3 clusters Score -1.508042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -15080437.000000 Penalty: 5838.226074
	Iteration 67Q: 3 clusters Score -1.508044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -15080451.000000 Penalty: 5838.226074
	Iteration 68Q: 3 clusters Score -1.508045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -15080458.000000 Penalty: 5838.226074
	Iteration 69Q: 3 clusters Score -1.508046e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15080451.000000 Penalty: 5838.226074
	Iteration 70Q: 3 clusters Score -1.508045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -15080450.000000 Penalty: 5838.226074
	Iteration 71Q: 3 clusters Score -1.508045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127780 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -15080456.000000 Penalty: 5838.226074
	Iteration 72Q: 3 clusters Score -1.508046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127787 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15080462.000000 Penalty: 5838.226074
	Iteration 73Q: 3 clusters Score -1.508046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15080479.000000 Penalty: 5838.226074
	Iteration 74Q: 3 clusters Score -1.508048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15080476.000000 Penalty: 5838.226074
	Iteration 75Q: 3 clusters Score -1.508048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127796 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -15080491.000000 Penalty: 5838.226074
	Iteration 76Q: 3 clusters Score -1.508049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127797 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -15080490.000000 Penalty: 5838.226074
	Iteration 77Q: 3 clusters Score -1.508049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127800 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -15080497.000000 Penalty: 5838.226074
	Iteration 78Q: 3 clusters Score -1.50805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127807 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -15080492.000000 Penalty: 5838.226074
	Iteration 79Q: 3 clusters Score -1.508049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127815 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -15080498.000000 Penalty: 5838.226074
	Iteration 80F: 3 clusters Score -1.50805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127816 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -15080501.000000 Penalty: 5838.226074
	Iteration 81Q: 3 clusters Score -1.50805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127821 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -15080497.000000 Penalty: 5838.226074
	Iteration 82Q: 3 clusters Score -1.50805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15080490.000000 Penalty: 5838.226074
	Iteration 83Q: 3 clusters Score -1.508049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15080493.000000 Penalty: 5838.226074
	Iteration 84Q: 3 clusters Score -1.508049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -15080500.000000 Penalty: 5838.226074
	Iteration 85Q: 3 clusters Score -1.50805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -15080495.000000 Penalty: 5838.226074
	Iteration 86Q: 3 clusters Score -1.50805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15080487.000000 Penalty: 5838.226074
	Iteration 87Q: 3 clusters Score -1.508049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127826 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -15080487.000000 Penalty: 5838.226074
	Iteration 88F: 3 clusters Score -1.508049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (19971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Entering Unmasked Estep 
Score: -2334051.750000 Penalty: 2455.705078
	Iteration 0F: 2 clusters Score -2334052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2319984.000000 Penalty: 4911.410156
	Iteration 0F: 3 clusters Score -2319984 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2324806.000000 Penalty: 4911.410156
	Iteration 1F: 3 clusters Score -2324806 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2325290.750000 Penalty: 4911.410156
	Iteration 2F: 3 clusters Score -2325291 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2325749.250000 Penalty: 4911.410156
	Iteration 3F: 3 clusters Score -2325749 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2326172.250000 Penalty: 4911.410156
	Iteration 4Q: 3 clusters Score -2326172 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2326555.250000 Penalty: 4911.410156
	Iteration 5Q: 3 clusters Score -2326555 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2326904.750000 Penalty: 4911.410156
	Iteration 6Q: 3 clusters Score -2326905 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2327256.500000 Penalty: 4911.410156
	Iteration 7Q: 3 clusters Score -2327256 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2327595.000000 Penalty: 4911.410156
	Iteration 8Q: 3 clusters Score -2327595 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2327953.250000 Penalty: 4911.410156
	Iteration 9Q: 3 clusters Score -2327953 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2328309.000000 Penalty: 4911.410156
	Iteration 10Q: 3 clusters Score -2328309 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2328653.250000 Penalty: 4911.410156
	Iteration 11Q: 3 clusters Score -2328653 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2328963.000000 Penalty: 4911.410156
	Iteration 12Q: 3 clusters Score -2328963 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2329226.750000 Penalty: 4911.410156
	Iteration 13Q: 3 clusters Score -2329227 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2329482.250000 Penalty: 4911.410156
	Iteration 14Q: 3 clusters Score -2329482 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2329715.500000 Penalty: 4911.410156
	Iteration 15Q: 3 clusters Score -2329716 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2329913.250000 Penalty: 4911.410156
	Iteration 16Q: 3 clusters Score -2329913 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2330070.500000 Penalty: 4911.410156
	Iteration 17Q: 3 clusters Score -2330070 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2330217.250000 Penalty: 4911.410156
	Iteration 18Q: 3 clusters Score -2330217 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2330329.500000 Penalty: 4911.410156
	Iteration 19Q: 3 clusters Score -2330330 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2330421.750000 Penalty: 4911.410156
	Iteration 20F: 3 clusters Score -2330422 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2330535.750000 Penalty: 4911.410156
	Iteration 21Q: 3 clusters Score -2330536 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2330632.500000 Penalty: 4911.410156
	Iteration 22Q: 3 clusters Score -2330632 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2330729.000000 Penalty: 4911.410156
	Iteration 23Q: 3 clusters Score -2330729 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2330814.750000 Penalty: 4911.410156
	Iteration 24Q: 3 clusters Score -2330815 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2330932.500000 Penalty: 4911.410156
	Iteration 25Q: 3 clusters Score -2330932 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2331061.000000 Penalty: 4911.410156
	Iteration 26Q: 3 clusters Score -2331061 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2331178.500000 Penalty: 4911.410156
	Iteration 27Q: 3 clusters Score -2331178 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2331252.000000 Penalty: 4911.410156
	Iteration 28Q: 3 clusters Score -2331252 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2331323.500000 Penalty: 4911.410156
	Iteration 29Q: 3 clusters Score -2331324 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2331397.000000 Penalty: 4911.410156
	Iteration 30Q: 3 clusters Score -2331397 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2331455.250000 Penalty: 4911.410156
	Iteration 31Q: 3 clusters Score -2331455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2331515.000000 Penalty: 4911.410156
	Iteration 32Q: 3 clusters Score -2331515 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2331553.250000 Penalty: 4911.410156
	Iteration 33Q: 3 clusters Score -2331553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2331601.000000 Penalty: 4911.410156
	Iteration 34Q: 3 clusters Score -2331601 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2331655.250000 Penalty: 4911.410156
	Iteration 35Q: 3 clusters Score -2331655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2331705.000000 Penalty: 4911.410156
	Iteration 36Q: 3 clusters Score -2331705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2331743.750000 Penalty: 4911.410156
	Iteration 37Q: 3 clusters Score -2331744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2331775.500000 Penalty: 4911.410156
	Iteration 38Q: 3 clusters Score -2331776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2331794.500000 Penalty: 4911.410156
	Iteration 39Q: 3 clusters Score -2331794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2331820.000000 Penalty: 4911.410156
	Iteration 40F: 3 clusters Score -2331820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2331841.250000 Penalty: 4911.410156
	Iteration 41Q: 3 clusters Score -2331841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2331854.000000 Penalty: 4911.410156
	Iteration 42Q: 3 clusters Score -2331854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2331860.500000 Penalty: 4911.410156
	Iteration 43Q: 3 clusters Score -2331860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2331862.250000 Penalty: 4911.410156
	Iteration 44Q: 3 clusters Score -2331862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2331865.500000 Penalty: 4911.410156
	Iteration 45Q: 3 clusters Score -2331866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2331867.000000 Penalty: 4911.410156
	Iteration 46Q: 3 clusters Score -2331867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2331867.250000 Penalty: 4911.410156
	Iteration 47Q: 3 clusters Score -2331867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2331866.500000 Penalty: 4911.410156
	Iteration 48Q: 3 clusters Score -2331866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2331872.500000 Penalty: 4911.410156
	Iteration 49Q: 3 clusters Score -2331872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2331872.750000 Penalty: 4911.410156
	Iteration 50Q: 3 clusters Score -2331873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2331874.500000 Penalty: 4911.410156
	Iteration 51Q: 3 clusters Score -2331874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2331877.250000 Penalty: 4911.410156
	Iteration 52Q: 3 clusters Score -2331877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2331881.000000 Penalty: 4911.410156
	Iteration 53Q: 3 clusters Score -2331881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2331883.250000 Penalty: 4911.410156
	Iteration 54Q: 3 clusters Score -2331883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2331889.250000 Penalty: 4911.410156
	Iteration 55Q: 3 clusters Score -2331889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2331888.500000 Penalty: 4911.410156
	Iteration 56Q: 3 clusters Score -2331888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2331890.500000 Penalty: 4911.410156
	Iteration 57Q: 3 clusters Score -2331890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2331890.250000 Penalty: 4911.410156
	Iteration 58Q: 3 clusters Score -2331890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2331892.250000 Penalty: 4911.410156
	Iteration 59Q: 3 clusters Score -2331892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2331892.250000 Penalty: 4911.410156
	Iteration 60F: 3 clusters Score -2331892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -44991.621094 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -44991.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43578.070312 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43578.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43727.875000 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -43727.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43773.683594 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -43773.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43791.812500 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -43791.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43814.625000 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -43814.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43819.890625 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -43819.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43826.058594 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -43826.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43826.058594 Penalty: 2991.219971
	Iteration 7F: 3 clusters Score -43826.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6942 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257458 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188428 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92664 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15133 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27567 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37238 members 
Mstep: Class 37 contains 177963 members 
Mstep: Class 38 contains 45129 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6474 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129394 members 
Mstep: Class 44 contains 19971 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960112.000000 Penalty: 161989.984375
Iteration 479Q: 46 clusters Score -2.259601e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12481 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257460 members 
Mstep: Class 17 contains 275352 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92653 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15138 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27566 members 
Mstep: Class 35 contains 7071 members 
Mstep: Class 36 contains 37236 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45130 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6475 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19977 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960032.000000 Penalty: 161989.984375
Iteration 480F: 46 clusters Score -2.2596e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124717 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257454 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7064 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92645 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15148 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27566 members 
Mstep: Class 35 contains 7070 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45132 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6474 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19981 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960160.000000 Penalty: 161989.984375
Iteration 481Q: 46 clusters Score -2.259602e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59475 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5903 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7579 members 
Mstep: Class 16 contains 257454 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41106 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7063 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92637 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15154 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60497 members 
Mstep: Class 34 contains 27567 members 
Mstep: Class 35 contains 7068 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45134 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6476 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19983 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960080.000000 Penalty: 161989.984375
Iteration 482Q: 46 clusters Score -2.259601e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11023 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59474 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257449 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41107 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92629 members 
Mstep: Class 30 contains 23294 members 
Mstep: Class 31 contains 15162 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60498 members 
Mstep: Class 34 contains 27567 members 
Mstep: Class 35 contains 7067 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45137 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6476 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19985 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960128.000000 Penalty: 161989.984375
Iteration 483Q: 46 clusters Score -2.259601e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11022 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11062 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257453 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82213 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92621 members 
Mstep: Class 30 contains 23294 members 
Mstep: Class 31 contains 15165 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27566 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177958 members 
Mstep: Class 38 contains 45138 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6478 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19988 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960112.000000 Penalty: 161989.984375
Iteration 484Q: 46 clusters Score -2.259601e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11021 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257450 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7062 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92619 members 
Mstep: Class 30 contains 23294 members 
Mstep: Class 31 contains 15169 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27565 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45142 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6479 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19986 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960144.000000 Penalty: 161989.984375
Iteration 485Q: 46 clusters Score -2.259601e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11021 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257445 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92616 members 
Mstep: Class 30 contains 23295 members 
Mstep: Class 31 contains 15173 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27563 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177959 members 
Mstep: Class 38 contains 45149 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19986 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960080.000000 Penalty: 161989.984375
Iteration 486Q: 46 clusters Score -2.259601e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11021 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124713 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257444 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23296 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92610 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15173 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27561 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45156 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129396 members 
Mstep: Class 44 contains 19987 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960064.000000 Penalty: 161989.984375
Iteration 487Q: 46 clusters Score -2.259601e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11020 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257444 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23297 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92602 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15179 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27559 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45159 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19988 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 488Q: 46 clusters Score -2.259602e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28295 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257447 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92596 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15179 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27559 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45160 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19991 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960144.000000 Penalty: 161989.984375
Iteration 489Q: 46 clusters Score -2.259601e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257449 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92592 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15179 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27557 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177960 members 
Mstep: Class 38 contains 45161 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19993 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960096.000000 Penalty: 161989.984375
Iteration 490Q: 46 clusters Score -2.259601e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257451 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92588 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15179 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27556 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45162 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19994 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960080.000000 Penalty: 161989.984375
Iteration 491Q: 46 clusters Score -2.259601e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257453 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92586 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15180 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27556 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45161 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19994 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960112.000000 Penalty: 161989.984375
Iteration 492Q: 46 clusters Score -2.259601e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11018 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124715 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257453 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92582 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15182 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27556 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45164 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19994 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960128.000000 Penalty: 161989.984375
Iteration 493Q: 46 clusters Score -2.259601e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257459 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92572 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15186 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27555 members 
Mstep: Class 35 contains 7066 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45164 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19995 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960144.000000 Penalty: 161989.984375
Iteration 494Q: 46 clusters Score -2.259601e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257461 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92566 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15188 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27556 members 
Mstep: Class 35 contains 7065 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45166 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19995 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960144.000000 Penalty: 161989.984375
Iteration 495Q: 46 clusters Score -2.259601e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58491 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257460 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7060 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92558 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15191 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27555 members 
Mstep: Class 35 contains 7065 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45171 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19997 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960176.000000 Penalty: 161989.984375
Iteration 496Q: 46 clusters Score -2.259602e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257462 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92554 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15193 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27554 members 
Mstep: Class 35 contains 7065 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45173 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 19998 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960112.000000 Penalty: 161989.984375
Iteration 497Q: 46 clusters Score -2.259601e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257458 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92547 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15198 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27554 members 
Mstep: Class 35 contains 7065 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45176 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 20001 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960112.000000 Penalty: 161989.984375
Iteration 498Q: 46 clusters Score -2.259601e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257455 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92544 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15200 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27553 members 
Mstep: Class 35 contains 7065 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45179 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 20003 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960096.000000 Penalty: 161989.984375
Iteration 499Q: 46 clusters Score -2.259601e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 851 members 
Mstep: Class 3 contains 11019 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 14877 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 124714 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 58490 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 12044 members 
Mstep: Class 13 contains 28296 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 7580 members 
Mstep: Class 16 contains 257455 members 
Mstep: Class 17 contains 275353 members 
Mstep: Class 18 contains 188427 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 390 members 
Mstep: Class 21 contains 41108 members 
Mstep: Class 22 contains 11744 members 
Mstep: Class 23 contains 7059 members 
Mstep: Class 24 contains 11692 members 
Mstep: Class 25 contains 82212 members 
Mstep: Class 26 contains 23298 members 
Mstep: Class 27 contains 35584 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 92542 members 
Mstep: Class 30 contains 23296 members 
Mstep: Class 31 contains 15200 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 60496 members 
Mstep: Class 34 contains 27553 members 
Mstep: Class 35 contains 7065 members 
Mstep: Class 36 contains 37234 members 
Mstep: Class 37 contains 177961 members 
Mstep: Class 38 contains 45178 members 
Mstep: Class 39 contains 436 members 
Mstep: Class 40 contains 6480 members 
Mstep: Class 41 contains 1195 members 
Mstep: Class 42 contains 795 members 
Mstep: Class 43 contains 129395 members 
Mstep: Class 44 contains 20006 members 
Mstep: Class 45 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960128.000000 Penalty: 161989.984375
Iteration 500F: 46 clusters Score -2.259601e+08 nChanged 7
Maximum iterations exceeded
--- Evaluating fit on full set of 6039571 points ---
Entering Unmasked Estep 
Score: -705949952.000000 Penalty: 174250.500000
22->46 Clusters: Score -705949952.000000, best is -706092160.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 2013190 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 91851 members 
Mstep: Class 3 contains 91697 members 
Mstep: Class 4 contains 91439 members 
Mstep: Class 5 contains 91645 members 
Mstep: Class 6 contains 91798 members 
Mstep: Class 7 contains 91778 members 
Mstep: Class 8 contains 91229 members 
Mstep: Class 9 contains 91625 members 
Mstep: Class 10 contains 91552 members 
Mstep: Class 11 contains 91216 members 
Mstep: Class 12 contains 91058 members 
Mstep: Class 13 contains 91409 members 
Mstep: Class 14 contains 91579 members 
Mstep: Class 15 contains 91043 members 
Mstep: Class 16 contains 91540 members 
Mstep: Class 17 contains 92050 members 
Mstep: Class 18 contains 91762 members 
Mstep: Class 19 contains 91136 members 
Mstep: Class 20 contains 91242 members 
Mstep: Class 21 contains 91587 members 
Mstep: Class 22 contains 91433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 824.898376 but Gain 3599.781250
Score: -217183152.000000 Penalty: 75595.320312
Iteration 0F: 22 clusters Score -2.171832e+08 nChanged 1916898
Entering Unmasked Mstep 
Mstep: Class 0 contains 3678 members 
Mstep: Class 1 contains 165909 members 
Mstep: Class 2 contains 33542 members 
Mstep: Class 3 contains 177715 members 
Mstep: Class 4 contains 295127 members 
Mstep: Class 5 contains 110183 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 67424 members 
Mstep: Class 9 contains 28899 members 
Mstep: Class 10 contains 27890 members 
Mstep: Class 11 contains 64704 members 
Mstep: Class 12 contains 95142 members 
Mstep: Class 13 contains 106159 members 
Mstep: Class 14 contains 81067 members 
Mstep: Class 15 contains 134896 members 
Mstep: Class 16 contains 45162 members 
Mstep: Class 17 contains 206642 members 
Mstep: Class 18 contains 24758 members 
Mstep: Class 19 contains 24948 members 
Mstep: Class 20 contains 44481 members 
Mstep: Class 21 contains 64913 members 
Mstep: Class 22 contains 185942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -221717040.000000 Penalty: 75595.320312
Iteration 1F: 22 clusters Score -2.21717e+08 nChanged 809310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2677 members 
Mstep: Class 1 contains 141845 members 
Mstep: Class 2 contains 28488 members 
Mstep: Class 3 contains 172176 members 
Mstep: Class 4 contains 376268 members 
Mstep: Class 5 contains 104248 members 
Mstep: Class 6 contains 18527 members 
Mstep: Class 7 contains 54260 members 
Mstep: Class 9 contains 27052 members 
Mstep: Class 10 contains 18371 members 
Mstep: Class 11 contains 48202 members 
Mstep: Class 12 contains 88387 members 
Mstep: Class 13 contains 114506 members 
Mstep: Class 14 contains 91236 members 
Mstep: Class 15 contains 156391 members 
Mstep: Class 16 contains 46467 members 
Mstep: Class 17 contains 153800 members 
Mstep: Class 18 contains 19324 members 
Mstep: Class 19 contains 21267 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 68354 members 
Mstep: Class 22 contains 230252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223168112.000000 Penalty: 75595.320312
Iteration 2F: 22 clusters Score -2.231681e+08 nChanged 646168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2436 members 
Mstep: Class 1 contains 144612 members 
Mstep: Class 2 contains 32810 members 
Mstep: Class 3 contains 175821 members 
Mstep: Class 4 contains 319445 members 
Mstep: Class 5 contains 112312 members 
Mstep: Class 6 contains 17151 members 
Mstep: Class 7 contains 51342 members 
Mstep: Class 9 contains 29971 members 
Mstep: Class 10 contains 11019 members 
Mstep: Class 11 contains 37553 members 
Mstep: Class 12 contains 77562 members 
Mstep: Class 13 contains 122042 members 
Mstep: Class 14 contains 109703 members 
Mstep: Class 15 contains 161289 members 
Mstep: Class 16 contains 55517 members 
Mstep: Class 17 contains 119913 members 
Mstep: Class 18 contains 23969 members 
Mstep: Class 19 contains 19730 members 
Mstep: Class 20 contains 24625 members 
Mstep: Class 21 contains 92374 members 
Mstep: Class 22 contains 271994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224084416.000000 Penalty: 75595.320312
Iteration 3F: 22 clusters Score -2.240844e+08 nChanged 472500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2430 members 
Mstep: Class 1 contains 155857 members 
Mstep: Class 2 contains 45493 members 
Mstep: Class 3 contains 170243 members 
Mstep: Class 4 contains 250980 members 
Mstep: Class 5 contains 122722 members 
Mstep: Class 6 contains 13761 members 
Mstep: Class 7 contains 54733 members 
Mstep: Class 9 contains 33330 members 
Mstep: Class 10 contains 5545 members 
Mstep: Class 11 contains 31306 members 
Mstep: Class 12 contains 64370 members 
Mstep: Class 13 contains 121802 members 
Mstep: Class 14 contains 136374 members 
Mstep: Class 15 contains 166401 members 
Mstep: Class 16 contains 75840 members 
Mstep: Class 17 contains 99329 members 
Mstep: Class 18 contains 29448 members 
Mstep: Class 19 contains 14952 members 
Mstep: Class 20 contains 17293 members 
Mstep: Class 21 contains 127937 members 
Mstep: Class 22 contains 273044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3367.209473 but Gain 3599.773438
Score: -224623488.000000 Penalty: 71995.546875
Iteration 4F: 21 clusters Score -2.246235e+08 nChanged 361232
Entering Unmasked Mstep 
Mstep: Class 0 contains 2364 members 
Mstep: Class 1 contains 169421 members 
Mstep: Class 2 contains 59871 members 
Mstep: Class 3 contains 161982 members 
Mstep: Class 4 contains 193368 members 
Mstep: Class 5 contains 137242 members 
Mstep: Class 6 contains 9337 members 
Mstep: Class 7 contains 56150 members 
Mstep: Class 9 contains 36121 members 
Mstep: Class 11 contains 29237 members 
Mstep: Class 12 contains 57015 members 
Mstep: Class 13 contains 116188 members 
Mstep: Class 14 contains 153071 members 
Mstep: Class 15 contains 166693 members 
Mstep: Class 16 contains 99758 members 
Mstep: Class 17 contains 84657 members 
Mstep: Class 18 contains 33337 members 
Mstep: Class 19 contains 10153 members 
Mstep: Class 20 contains 10559 members 
Mstep: Class 21 contains 165058 members 
Mstep: Class 22 contains 261608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224971792.000000 Penalty: 71995.546875
Iteration 5F: 21 clusters Score -2.249718e+08 nChanged 272045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1584 members 
Mstep: Class 1 contains 181590 members 
Mstep: Class 2 contains 71403 members 
Mstep: Class 3 contains 152592 members 
Mstep: Class 4 contains 152308 members 
Mstep: Class 5 contains 151798 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 54095 members 
Mstep: Class 9 contains 39776 members 
Mstep: Class 11 contains 29553 members 
Mstep: Class 12 contains 55209 members 
Mstep: Class 13 contains 108046 members 
Mstep: Class 14 contains 159892 members 
Mstep: Class 15 contains 165183 members 
Mstep: Class 16 contains 116237 members 
Mstep: Class 17 contains 71939 members 
Mstep: Class 18 contains 36409 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 6053 members 
Mstep: Class 21 contains 206257 members 
Mstep: Class 22 contains 240449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225261936.000000 Penalty: 71995.546875
Iteration 6F: 21 clusters Score -2.252619e+08 nChanged 220258
Entering Unmasked Mstep 
Mstep: Class 0 contains 637 members 
Mstep: Class 1 contains 191179 members 
Mstep: Class 2 contains 79812 members 
Mstep: Class 3 contains 144134 members 
Mstep: Class 4 contains 127666 members 
Mstep: Class 5 contains 164836 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 50864 members 
Mstep: Class 9 contains 43232 members 
Mstep: Class 11 contains 31366 members 
Mstep: Class 12 contains 55838 members 
Mstep: Class 13 contains 99404 members 
Mstep: Class 14 contains 159902 members 
Mstep: Class 15 contains 166008 members 
Mstep: Class 16 contains 124166 members 
Mstep: Class 17 contains 60743 members 
Mstep: Class 18 contains 39321 members 
Mstep: Class 19 contains 5515 members 
Mstep: Class 20 contains 3665 members 
Mstep: Class 21 contains 255716 members 
Mstep: Class 22 contains 205637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2778.246338 but Gain 3599.781250
Score: -225471008.000000 Penalty: 68395.765625
Iteration 7F: 20 clusters Score -2.25471e+08 nChanged 181478
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 198625 members 
Mstep: Class 2 contains 86035 members 
Mstep: Class 3 contains 136204 members 
Mstep: Class 4 contains 111188 members 
Mstep: Class 5 contains 177016 members 
Mstep: Class 6 contains 3237 members 
Mstep: Class 7 contains 47933 members 
Mstep: Class 9 contains 46145 members 
Mstep: Class 11 contains 33499 members 
Mstep: Class 12 contains 57742 members 
Mstep: Class 13 contains 91274 members 
Mstep: Class 14 contains 156889 members 
Mstep: Class 15 contains 168789 members 
Mstep: Class 16 contains 127256 members 
Mstep: Class 17 contains 51929 members 
Mstep: Class 18 contains 42257 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 21 contains 303660 members 
Mstep: Class 22 contains 168376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225559328.000000 Penalty: 68395.765625
Iteration 8F: 20 clusters Score -2.255593e+08 nChanged 142014
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 203534 members 
Mstep: Class 2 contains 89101 members 
Mstep: Class 3 contains 128419 members 
Mstep: Class 4 contains 100404 members 
Mstep: Class 5 contains 186884 members 
Mstep: Class 6 contains 3175 members 
Mstep: Class 7 contains 45500 members 
Mstep: Class 9 contains 48126 members 
Mstep: Class 11 contains 35476 members 
Mstep: Class 12 contains 60365 members 
Mstep: Class 13 contains 83788 members 
Mstep: Class 14 contains 152529 members 
Mstep: Class 15 contains 171225 members 
Mstep: Class 16 contains 128787 members 
Mstep: Class 17 contains 45461 members 
Mstep: Class 18 contains 44940 members 
Mstep: Class 19 contains 5069 members 
Mstep: Class 21 contains 334811 members 
Mstep: Class 22 contains 145570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225582240.000000 Penalty: 68395.765625
Iteration 9F: 20 clusters Score -2.255822e+08 nChanged 113022
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 206252 members 
Mstep: Class 2 contains 89794 members 
Mstep: Class 3 contains 121090 members 
Mstep: Class 4 contains 95031 members 
Mstep: Class 5 contains 193824 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 43308 members 
Mstep: Class 9 contains 49487 members 
Mstep: Class 11 contains 36971 members 
Mstep: Class 12 contains 62144 members 
Mstep: Class 13 contains 77311 members 
Mstep: Class 14 contains 147957 members 
Mstep: Class 15 contains 172830 members 
Mstep: Class 16 contains 130773 members 
Mstep: Class 17 contains 41083 members 
Mstep: Class 18 contains 47858 members 
Mstep: Class 19 contains 5294 members 
Mstep: Class 21 contains 342800 members 
Mstep: Class 22 contains 146204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225599024.000000 Penalty: 68395.765625
Iteration 10F: 20 clusters Score -2.25599e+08 nChanged 89461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 207432 members 
Mstep: Class 2 contains 89031 members 
Mstep: Class 3 contains 114340 members 
Mstep: Class 4 contains 94417 members 
Mstep: Class 5 contains 198055 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 41780 members 
Mstep: Class 9 contains 50352 members 
Mstep: Class 11 contains 38093 members 
Mstep: Class 12 contains 63915 members 
Mstep: Class 13 contains 72225 members 
Mstep: Class 14 contains 143077 members 
Mstep: Class 15 contains 173877 members 
Mstep: Class 16 contains 133623 members 
Mstep: Class 17 contains 38025 members 
Mstep: Class 18 contains 50822 members 
Mstep: Class 19 contains 5670 members 
Mstep: Class 21 contains 342944 members 
Mstep: Class 22 contains 152333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225623312.000000 Penalty: 68395.765625
Iteration 11Q: 20 clusters Score -2.256233e+08 nChanged 74109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 207615 members 
Mstep: Class 2 contains 87221 members 
Mstep: Class 3 contains 108330 members 
Mstep: Class 4 contains 96888 members 
Mstep: Class 5 contains 200881 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40773 members 
Mstep: Class 9 contains 50844 members 
Mstep: Class 11 contains 38859 members 
Mstep: Class 12 contains 65431 members 
Mstep: Class 13 contains 68102 members 
Mstep: Class 14 contains 137654 members 
Mstep: Class 15 contains 174263 members 
Mstep: Class 16 contains 136973 members 
Mstep: Class 17 contains 35822 members 
Mstep: Class 18 contains 53495 members 
Mstep: Class 19 contains 6188 members 
Mstep: Class 21 contains 340614 members 
Mstep: Class 22 contains 160053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225644192.000000 Penalty: 68395.765625
Iteration 12Q: 20 clusters Score -2.256442e+08 nChanged 63774
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 206871 members 
Mstep: Class 2 contains 84550 members 
Mstep: Class 3 contains 102856 members 
Mstep: Class 4 contains 101575 members 
Mstep: Class 5 contains 202696 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 40123 members 
Mstep: Class 9 contains 50960 members 
Mstep: Class 11 contains 39345 members 
Mstep: Class 12 contains 66690 members 
Mstep: Class 13 contains 64742 members 
Mstep: Class 14 contains 132032 members 
Mstep: Class 15 contains 174137 members 
Mstep: Class 16 contains 140712 members 
Mstep: Class 17 contains 34245 members 
Mstep: Class 18 contains 55994 members 
Mstep: Class 19 contains 6732 members 
Mstep: Class 21 contains 337464 members 
Mstep: Class 22 contains 168280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225664912.000000 Penalty: 68395.765625
Iteration 13Q: 20 clusters Score -2.256649e+08 nChanged 57125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 205610 members 
Mstep: Class 2 contains 81499 members 
Mstep: Class 3 contains 97881 members 
Mstep: Class 4 contains 107585 members 
Mstep: Class 5 contains 203839 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 39745 members 
Mstep: Class 9 contains 50911 members 
Mstep: Class 11 contains 39722 members 
Mstep: Class 12 contains 67640 members 
Mstep: Class 13 contains 61945 members 
Mstep: Class 14 contains 126094 members 
Mstep: Class 15 contains 173751 members 
Mstep: Class 16 contains 144587 members 
Mstep: Class 17 contains 33148 members 
Mstep: Class 18 contains 58168 members 
Mstep: Class 19 contains 7323 members 
Mstep: Class 21 contains 334099 members 
Mstep: Class 22 contains 176455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225683184.000000 Penalty: 68395.765625
Iteration 14Q: 20 clusters Score -2.256832e+08 nChanged 52122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 204055 members 
Mstep: Class 2 contains 78145 members 
Mstep: Class 3 contains 93433 members 
Mstep: Class 4 contains 114642 members 
Mstep: Class 5 contains 204369 members 
Mstep: Class 6 contains 3160 members 
Mstep: Class 7 contains 39491 members 
Mstep: Class 9 contains 50772 members 
Mstep: Class 11 contains 39940 members 
Mstep: Class 12 contains 68436 members 
Mstep: Class 13 contains 59642 members 
Mstep: Class 14 contains 119973 members 
Mstep: Class 15 contains 173066 members 
Mstep: Class 16 contains 148549 members 
Mstep: Class 17 contains 32302 members 
Mstep: Class 18 contains 59892 members 
Mstep: Class 19 contains 7933 members 
Mstep: Class 21 contains 330599 members 
Mstep: Class 22 contains 184765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225697952.000000 Penalty: 68395.765625
Iteration 15Q: 20 clusters Score -2.25698e+08 nChanged 48232
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 202233 members 
Mstep: Class 2 contains 74560 members 
Mstep: Class 3 contains 89404 members 
Mstep: Class 4 contains 122765 members 
Mstep: Class 5 contains 204231 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 39300 members 
Mstep: Class 9 contains 50621 members 
Mstep: Class 11 contains 40059 members 
Mstep: Class 12 contains 69059 members 
Mstep: Class 13 contains 57869 members 
Mstep: Class 14 contains 113631 members 
Mstep: Class 15 contains 172052 members 
Mstep: Class 16 contains 152728 members 
Mstep: Class 17 contains 31662 members 
Mstep: Class 18 contains 61129 members 
Mstep: Class 19 contains 8537 members 
Mstep: Class 21 contains 327420 members 
Mstep: Class 22 contains 192746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225711920.000000 Penalty: 68395.765625
Iteration 16Q: 20 clusters Score -2.257119e+08 nChanged 45632
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 200314 members 
Mstep: Class 2 contains 70769 members 
Mstep: Class 3 contains 85790 members 
Mstep: Class 4 contains 131585 members 
Mstep: Class 5 contains 203517 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 39118 members 
Mstep: Class 9 contains 50592 members 
Mstep: Class 11 contains 40080 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 56418 members 
Mstep: Class 14 contains 107080 members 
Mstep: Class 15 contains 170979 members 
Mstep: Class 16 contains 156991 members 
Mstep: Class 17 contains 31156 members 
Mstep: Class 18 contains 62000 members 
Mstep: Class 19 contains 9061 members 
Mstep: Class 21 contains 324394 members 
Mstep: Class 22 contains 200636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225725648.000000 Penalty: 68395.765625
Iteration 17Q: 20 clusters Score -2.257256e+08 nChanged 43553
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 198058 members 
Mstep: Class 2 contains 66948 members 
Mstep: Class 3 contains 82576 members 
Mstep: Class 4 contains 141080 members 
Mstep: Class 5 contains 202405 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 39028 members 
Mstep: Class 9 contains 50474 members 
Mstep: Class 11 contains 40091 members 
Mstep: Class 12 contains 69847 members 
Mstep: Class 13 contains 55311 members 
Mstep: Class 14 contains 100455 members 
Mstep: Class 15 contains 169741 members 
Mstep: Class 16 contains 161280 members 
Mstep: Class 17 contains 30713 members 
Mstep: Class 18 contains 62535 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 21 contains 321848 members 
Mstep: Class 22 contains 208116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225740256.000000 Penalty: 68395.765625
Iteration 18Q: 20 clusters Score -2.257403e+08 nChanged 41580
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 195564 members 
Mstep: Class 2 contains 63642 members 
Mstep: Class 3 contains 79905 members 
Mstep: Class 4 contains 150791 members 
Mstep: Class 5 contains 201079 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 38939 members 
Mstep: Class 9 contains 49897 members 
Mstep: Class 11 contains 40096 members 
Mstep: Class 12 contains 69930 members 
Mstep: Class 13 contains 54481 members 
Mstep: Class 14 contains 94383 members 
Mstep: Class 15 contains 168509 members 
Mstep: Class 16 contains 165327 members 
Mstep: Class 17 contains 30211 members 
Mstep: Class 18 contains 62676 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 21 contains 319506 members 
Mstep: Class 22 contains 215232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225757280.000000 Penalty: 68395.765625
Iteration 19Q: 20 clusters Score -2.257573e+08 nChanged 39383
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 193034 members 
Mstep: Class 2 contains 61122 members 
Mstep: Class 3 contains 77496 members 
Mstep: Class 4 contains 159791 members 
Mstep: Class 5 contains 199682 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 7 contains 38878 members 
Mstep: Class 9 contains 48715 members 
Mstep: Class 11 contains 40090 members 
Mstep: Class 12 contains 69851 members 
Mstep: Class 13 contains 53809 members 
Mstep: Class 14 contains 89796 members 
Mstep: Class 15 contains 167065 members 
Mstep: Class 16 contains 169107 members 
Mstep: Class 17 contains 29705 members 
Mstep: Class 18 contains 62540 members 
Mstep: Class 19 contains 10134 members 
Mstep: Class 21 contains 317353 members 
Mstep: Class 22 contains 221845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225771680.000000 Penalty: 68395.765625
Iteration 20F: 20 clusters Score -2.257717e+08 nChanged 36817
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 190750 members 
Mstep: Class 2 contains 59951 members 
Mstep: Class 3 contains 75570 members 
Mstep: Class 4 contains 167139 members 
Mstep: Class 5 contains 198071 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 38791 members 
Mstep: Class 9 contains 46957 members 
Mstep: Class 11 contains 40069 members 
Mstep: Class 12 contains 69693 members 
Mstep: Class 13 contains 53274 members 
Mstep: Class 14 contains 87046 members 
Mstep: Class 15 contains 165331 members 
Mstep: Class 16 contains 172756 members 
Mstep: Class 17 contains 28936 members 
Mstep: Class 18 contains 62018 members 
Mstep: Class 19 contains 10467 members 
Mstep: Class 21 contains 315127 members 
Mstep: Class 22 contains 228069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225782432.000000 Penalty: 68395.765625
Iteration 21Q: 20 clusters Score -2.257824e+08 nChanged 32810
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 188892 members 
Mstep: Class 2 contains 59576 members 
Mstep: Class 3 contains 74006 members 
Mstep: Class 4 contains 172654 members 
Mstep: Class 5 contains 196456 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 38708 members 
Mstep: Class 9 contains 45239 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 69530 members 
Mstep: Class 13 contains 52827 members 
Mstep: Class 14 contains 85555 members 
Mstep: Class 15 contains 163322 members 
Mstep: Class 16 contains 176196 members 
Mstep: Class 17 contains 28078 members 
Mstep: Class 18 contains 61354 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 21 contains 313160 members 
Mstep: Class 22 contains 233646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225787120.000000 Penalty: 68395.765625
Iteration 22Q: 20 clusters Score -2.257871e+08 nChanged 28424
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 187582 members 
Mstep: Class 2 contains 59745 members 
Mstep: Class 3 contains 72573 members 
Mstep: Class 4 contains 176918 members 
Mstep: Class 5 contains 194941 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 38623 members 
Mstep: Class 9 contains 43690 members 
Mstep: Class 11 contains 40047 members 
Mstep: Class 12 contains 69261 members 
Mstep: Class 13 contains 52417 members 
Mstep: Class 14 contains 84736 members 
Mstep: Class 15 contains 161032 members 
Mstep: Class 16 contains 179361 members 
Mstep: Class 17 contains 27170 members 
Mstep: Class 18 contains 60533 members 
Mstep: Class 19 contains 11055 members 
Mstep: Class 21 contains 311559 members 
Mstep: Class 22 contains 238776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225790656.000000 Penalty: 68395.765625
Iteration 23Q: 20 clusters Score -2.257907e+08 nChanged 24698
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 186526 members 
Mstep: Class 2 contains 60223 members 
Mstep: Class 3 contains 71395 members 
Mstep: Class 4 contains 180173 members 
Mstep: Class 5 contains 193448 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 38579 members 
Mstep: Class 9 contains 42280 members 
Mstep: Class 11 contains 40059 members 
Mstep: Class 12 contains 68912 members 
Mstep: Class 13 contains 52126 members 
Mstep: Class 14 contains 84374 members 
Mstep: Class 15 contains 158895 members 
Mstep: Class 16 contains 182199 members 
Mstep: Class 17 contains 26233 members 
Mstep: Class 18 contains 59615 members 
Mstep: Class 19 contains 11332 members 
Mstep: Class 21 contains 310304 members 
Mstep: Class 22 contains 243349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225792976.000000 Penalty: 68395.765625
Iteration 24Q: 20 clusters Score -2.25793e+08 nChanged 21929
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 185688 members 
Mstep: Class 2 contains 60938 members 
Mstep: Class 3 contains 70461 members 
Mstep: Class 4 contains 182693 members 
Mstep: Class 5 contains 192092 members 
Mstep: Class 6 contains 3140 members 
Mstep: Class 7 contains 38564 members 
Mstep: Class 9 contains 41035 members 
Mstep: Class 11 contains 40057 members 
Mstep: Class 12 contains 68613 members 
Mstep: Class 13 contains 51896 members 
Mstep: Class 14 contains 84180 members 
Mstep: Class 15 contains 156809 members 
Mstep: Class 16 contains 184760 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 58691 members 
Mstep: Class 19 contains 11574 members 
Mstep: Class 21 contains 309259 members 
Mstep: Class 22 contains 247544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225794432.000000 Penalty: 68395.765625
Iteration 25Q: 20 clusters Score -2.257944e+08 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 185132 members 
Mstep: Class 2 contains 61902 members 
Mstep: Class 3 contains 69616 members 
Mstep: Class 4 contains 184753 members 
Mstep: Class 5 contains 190935 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 38554 members 
Mstep: Class 9 contains 39815 members 
Mstep: Class 11 contains 40085 members 
Mstep: Class 12 contains 68392 members 
Mstep: Class 13 contains 51719 members 
Mstep: Class 14 contains 84019 members 
Mstep: Class 15 contains 154714 members 
Mstep: Class 16 contains 187045 members 
Mstep: Class 17 contains 23931 members 
Mstep: Class 18 contains 57812 members 
Mstep: Class 19 contains 11766 members 
Mstep: Class 21 contains 308282 members 
Mstep: Class 22 contains 251553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225796208.000000 Penalty: 68395.765625
Iteration 26Q: 20 clusters Score -2.257962e+08 nChanged 18280
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184718 members 
Mstep: Class 2 contains 63164 members 
Mstep: Class 3 contains 68920 members 
Mstep: Class 4 contains 186367 members 
Mstep: Class 5 contains 190167 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 38545 members 
Mstep: Class 9 contains 38681 members 
Mstep: Class 11 contains 40129 members 
Mstep: Class 12 contains 68171 members 
Mstep: Class 13 contains 51635 members 
Mstep: Class 14 contains 83928 members 
Mstep: Class 15 contains 152817 members 
Mstep: Class 16 contains 188828 members 
Mstep: Class 17 contains 22428 members 
Mstep: Class 18 contains 57068 members 
Mstep: Class 19 contains 11968 members 
Mstep: Class 21 contains 307465 members 
Mstep: Class 22 contains 255026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225799680.000000 Penalty: 68395.765625
Iteration 27Q: 20 clusters Score -2.257997e+08 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184423 members 
Mstep: Class 2 contains 64559 members 
Mstep: Class 3 contains 68290 members 
Mstep: Class 4 contains 187619 members 
Mstep: Class 5 contains 189710 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 38542 members 
Mstep: Class 9 contains 37641 members 
Mstep: Class 11 contains 40187 members 
Mstep: Class 12 contains 67945 members 
Mstep: Class 13 contains 51593 members 
Mstep: Class 14 contains 83838 members 
Mstep: Class 15 contains 151060 members 
Mstep: Class 16 contains 190237 members 
Mstep: Class 17 contains 20732 members 
Mstep: Class 18 contains 56503 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 21 contains 306681 members 
Mstep: Class 22 contains 258298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225801920.000000 Penalty: 68395.765625
Iteration 28Q: 20 clusters Score -2.258019e+08 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184246 members 
Mstep: Class 2 contains 65386 members 
Mstep: Class 3 contains 67794 members 
Mstep: Class 4 contains 188595 members 
Mstep: Class 5 contains 189532 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 38534 members 
Mstep: Class 9 contains 36630 members 
Mstep: Class 11 contains 40261 members 
Mstep: Class 12 contains 67715 members 
Mstep: Class 13 contains 51616 members 
Mstep: Class 14 contains 83769 members 
Mstep: Class 15 contains 149455 members 
Mstep: Class 16 contains 191318 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 56146 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 21 contains 306075 members 
Mstep: Class 22 contains 261120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225802864.000000 Penalty: 68395.765625
Iteration 29Q: 20 clusters Score -2.258029e+08 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 65487 members 
Mstep: Class 3 contains 67421 members 
Mstep: Class 4 contains 189343 members 
Mstep: Class 5 contains 189445 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 38517 members 
Mstep: Class 9 contains 35698 members 
Mstep: Class 11 contains 40316 members 
Mstep: Class 12 contains 67476 members 
Mstep: Class 13 contains 51666 members 
Mstep: Class 14 contains 83726 members 
Mstep: Class 15 contains 148142 members 
Mstep: Class 16 contains 192164 members 
Mstep: Class 17 contains 18772 members 
Mstep: Class 18 contains 55914 members 
Mstep: Class 19 contains 12546 members 
Mstep: Class 21 contains 305497 members 
Mstep: Class 22 contains 263771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225804032.000000 Penalty: 68395.765625
Iteration 30Q: 20 clusters Score -2.25804e+08 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184095 members 
Mstep: Class 2 contains 65263 members 
Mstep: Class 3 contains 67086 members 
Mstep: Class 4 contains 189917 members 
Mstep: Class 5 contains 189506 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 38521 members 
Mstep: Class 9 contains 34887 members 
Mstep: Class 11 contains 40377 members 
Mstep: Class 12 contains 67223 members 
Mstep: Class 13 contains 51725 members 
Mstep: Class 14 contains 83687 members 
Mstep: Class 15 contains 147019 members 
Mstep: Class 16 contains 192826 members 
Mstep: Class 17 contains 18338 members 
Mstep: Class 18 contains 55806 members 
Mstep: Class 19 contains 12725 members 
Mstep: Class 21 contains 304887 members 
Mstep: Class 22 contains 266140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225804064.000000 Penalty: 68395.765625
Iteration 31Q: 20 clusters Score -2.258041e+08 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184044 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 3 contains 66790 members 
Mstep: Class 4 contains 190408 members 
Mstep: Class 5 contains 189676 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 38528 members 
Mstep: Class 9 contains 34158 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 66944 members 
Mstep: Class 13 contains 51827 members 
Mstep: Class 14 contains 83625 members 
Mstep: Class 15 contains 146048 members 
Mstep: Class 16 contains 193339 members 
Mstep: Class 17 contains 18050 members 
Mstep: Class 18 contains 55820 members 
Mstep: Class 19 contains 12870 members 
Mstep: Class 21 contains 304326 members 
Mstep: Class 22 contains 268332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225804208.000000 Penalty: 68395.765625
Iteration 32Q: 20 clusters Score -2.258042e+08 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 64287 members 
Mstep: Class 3 contains 66468 members 
Mstep: Class 4 contains 190732 members 
Mstep: Class 5 contains 189919 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 38521 members 
Mstep: Class 9 contains 33510 members 
Mstep: Class 11 contains 40489 members 
Mstep: Class 12 contains 66659 members 
Mstep: Class 13 contains 51965 members 
Mstep: Class 14 contains 83575 members 
Mstep: Class 15 contains 145227 members 
Mstep: Class 16 contains 193744 members 
Mstep: Class 17 contains 17858 members 
Mstep: Class 18 contains 55989 members 
Mstep: Class 19 contains 12978 members 
Mstep: Class 21 contains 303773 members 
Mstep: Class 22 contains 270221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225803328.000000 Penalty: 68395.765625
Iteration 33Q: 20 clusters Score -2.258033e+08 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184175 members 
Mstep: Class 2 contains 63741 members 
Mstep: Class 3 contains 66162 members 
Mstep: Class 4 contains 191010 members 
Mstep: Class 5 contains 190193 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 38513 members 
Mstep: Class 9 contains 32943 members 
Mstep: Class 11 contains 40531 members 
Mstep: Class 12 contains 66431 members 
Mstep: Class 13 contains 52136 members 
Mstep: Class 14 contains 83571 members 
Mstep: Class 15 contains 144518 members 
Mstep: Class 16 contains 194062 members 
Mstep: Class 17 contains 17722 members 
Mstep: Class 18 contains 56205 members 
Mstep: Class 19 contains 13079 members 
Mstep: Class 21 contains 303243 members 
Mstep: Class 22 contains 271797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225803056.000000 Penalty: 68395.765625
Iteration 34Q: 20 clusters Score -2.258031e+08 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184206 members 
Mstep: Class 2 contains 63268 members 
Mstep: Class 3 contains 65889 members 
Mstep: Class 4 contains 191218 members 
Mstep: Class 5 contains 190548 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 38522 members 
Mstep: Class 9 contains 32500 members 
Mstep: Class 11 contains 40579 members 
Mstep: Class 12 contains 66207 members 
Mstep: Class 13 contains 52319 members 
Mstep: Class 14 contains 83561 members 
Mstep: Class 15 contains 143848 members 
Mstep: Class 16 contains 194274 members 
Mstep: Class 17 contains 17605 members 
Mstep: Class 18 contains 56433 members 
Mstep: Class 19 contains 13179 members 
Mstep: Class 21 contains 302771 members 
Mstep: Class 22 contains 273107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225802112.000000 Penalty: 68395.765625
Iteration 35Q: 20 clusters Score -2.258021e+08 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 62778 members 
Mstep: Class 3 contains 65658 members 
Mstep: Class 4 contains 191352 members 
Mstep: Class 5 contains 190855 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 38527 members 
Mstep: Class 9 contains 32136 members 
Mstep: Class 11 contains 40612 members 
Mstep: Class 12 contains 65999 members 
Mstep: Class 13 contains 52485 members 
Mstep: Class 14 contains 83566 members 
Mstep: Class 15 contains 143258 members 
Mstep: Class 16 contains 194461 members 
Mstep: Class 17 contains 17524 members 
Mstep: Class 18 contains 56689 members 
Mstep: Class 19 contains 13270 members 
Mstep: Class 21 contains 302306 members 
Mstep: Class 22 contains 274318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225802016.000000 Penalty: 68395.765625
Iteration 36Q: 20 clusters Score -2.25802e+08 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184213 members 
Mstep: Class 2 contains 62342 members 
Mstep: Class 3 contains 65402 members 
Mstep: Class 4 contains 191494 members 
Mstep: Class 5 contains 191131 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 38535 members 
Mstep: Class 9 contains 31845 members 
Mstep: Class 11 contains 40653 members 
Mstep: Class 12 contains 65795 members 
Mstep: Class 13 contains 52660 members 
Mstep: Class 14 contains 83588 members 
Mstep: Class 15 contains 142737 members 
Mstep: Class 16 contains 194618 members 
Mstep: Class 17 contains 17461 members 
Mstep: Class 18 contains 57006 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 21 contains 301773 members 
Mstep: Class 22 contains 275433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225801968.000000 Penalty: 68395.765625
Iteration 37Q: 20 clusters Score -2.25802e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 61931 members 
Mstep: Class 3 contains 65112 members 
Mstep: Class 4 contains 191594 members 
Mstep: Class 5 contains 191446 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 38545 members 
Mstep: Class 9 contains 31593 members 
Mstep: Class 11 contains 40686 members 
Mstep: Class 12 contains 65701 members 
Mstep: Class 13 contains 52839 members 
Mstep: Class 14 contains 83616 members 
Mstep: Class 15 contains 142317 members 
Mstep: Class 16 contains 194702 members 
Mstep: Class 17 contains 17428 members 
Mstep: Class 18 contains 57321 members 
Mstep: Class 19 contains 13427 members 
Mstep: Class 21 contains 301162 members 
Mstep: Class 22 contains 276470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225801968.000000 Penalty: 68395.765625
Iteration 38Q: 20 clusters Score -2.25802e+08 nChanged 6025
Entering ConstructFrom: 
Score: -225801968.000000 Penalty: 68395.765625
Entering ConstructFrom: 
Trying to split cluster 1 (184093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184093 members 
Entering Unmasked Estep 
Score: -21121300.000000 Penalty: 3006.552734
	Iteration 0F: 2 clusters Score -2.11213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92314 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -20998624.000000 Penalty: 6013.105469
	Iteration 0F: 3 clusters Score -2.099862e+07 nChanged 88337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -21052434.000000 Penalty: 6013.105469
	Iteration 1F: 3 clusters Score -2.105243e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 88997 members 
Entering Unmasked Estep 
Score: -21055768.000000 Penalty: 6013.105469
	Iteration 2Q: 3 clusters Score -2.105577e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -21059338.000000 Penalty: 6013.105469
	Iteration 3Q: 3 clusters Score -2.105934e+07 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -21062748.000000 Penalty: 6013.105469
	Iteration 4Q: 3 clusters Score -2.106275e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -21066986.000000 Penalty: 6013.105469
	Iteration 5Q: 3 clusters Score -2.106699e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -21073168.000000 Penalty: 6013.105469
	Iteration 6F: 3 clusters Score -2.107317e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129128 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -21082790.000000 Penalty: 6013.105469
	Iteration 7F: 3 clusters Score -2.108279e+07 nChanged 13236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141890 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -21094130.000000 Penalty: 6013.105469
	Iteration 8F: 3 clusters Score -2.109413e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153489 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -21104746.000000 Penalty: 6013.105469
	Iteration 9F: 3 clusters Score -2.110475e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162455 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -21112870.000000 Penalty: 6013.105469
	Iteration 10F: 3 clusters Score -2.111287e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168719 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -21118384.000000 Penalty: 6013.105469
	Iteration 11Q: 3 clusters Score -2.111838e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172795 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -21122300.000000 Penalty: 6013.105469
	Iteration 12Q: 3 clusters Score -2.11223e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175205 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -21125258.000000 Penalty: 6013.105469
	Iteration 13Q: 3 clusters Score -2.112526e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176535 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -21127180.000000 Penalty: 6013.105469
	Iteration 14Q: 3 clusters Score -2.112718e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -21128370.000000 Penalty: 6013.105469
	Iteration 15Q: 3 clusters Score -2.112837e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177336 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -21128964.000000 Penalty: 6013.105469
	Iteration 16Q: 3 clusters Score -2.112896e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177313 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -21129326.000000 Penalty: 6013.105469
	Iteration 17Q: 3 clusters Score -2.112933e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177199 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -21129564.000000 Penalty: 6013.105469
	Iteration 18Q: 3 clusters Score -2.112956e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177059 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -21129688.000000 Penalty: 6013.105469
	Iteration 19Q: 3 clusters Score -2.112969e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -21131168.000000 Penalty: 6013.105469
	Iteration 20F: 3 clusters Score -2.113117e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176310 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -21132500.000000 Penalty: 6013.105469
	Iteration 21Q: 3 clusters Score -2.11325e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175805 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -21133006.000000 Penalty: 6013.105469
	Iteration 22Q: 3 clusters Score -2.113301e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175424 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -21133168.000000 Penalty: 6013.105469
	Iteration 23Q: 3 clusters Score -2.113317e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175152 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -21133230.000000 Penalty: 6013.105469
	Iteration 24Q: 3 clusters Score -2.113323e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174969 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -21133304.000000 Penalty: 6013.105469
	Iteration 25Q: 3 clusters Score -2.11333e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -21133322.000000 Penalty: 6013.105469
	Iteration 26Q: 3 clusters Score -2.113332e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174757 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -21133360.000000 Penalty: 6013.105469
	Iteration 27Q: 3 clusters Score -2.113336e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174697 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -21133356.000000 Penalty: 6013.105469
	Iteration 28Q: 3 clusters Score -2.113336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174654 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -21133352.000000 Penalty: 6013.105469
	Iteration 29Q: 3 clusters Score -2.113335e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174612 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -21133372.000000 Penalty: 6013.105469
	Iteration 30Q: 3 clusters Score -2.113337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174590 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -21133392.000000 Penalty: 6013.105469
	Iteration 31Q: 3 clusters Score -2.113339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174580 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -21133374.000000 Penalty: 6013.105469
	Iteration 32Q: 3 clusters Score -2.113337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174575 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -21133376.000000 Penalty: 6013.105469
	Iteration 33Q: 3 clusters Score -2.113338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174571 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -21133362.000000 Penalty: 6013.105469
	Iteration 34Q: 3 clusters Score -2.113336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174569 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -21133372.000000 Penalty: 6013.105469
	Iteration 35Q: 3 clusters Score -2.113337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174567 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -21133374.000000 Penalty: 6013.105469
	Iteration 36Q: 3 clusters Score -2.113337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174566 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -21133372.000000 Penalty: 6013.105469
	Iteration 37Q: 3 clusters Score -2.113337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174564 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -21133384.000000 Penalty: 6013.105469
	Iteration 38Q: 3 clusters Score -2.113338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -21133382.000000 Penalty: 6013.105469
	Iteration 39Q: 3 clusters Score -2.113338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174562 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -21133396.000000 Penalty: 6013.105469
	Iteration 40F: 3 clusters Score -2.11334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -21133400.000000 Penalty: 6013.105469
	Iteration 41Q: 3 clusters Score -2.11334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174527 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -21133398.000000 Penalty: 6013.105469
	Iteration 42Q: 3 clusters Score -2.11334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -21133384.000000 Penalty: 6013.105469
	Iteration 43Q: 3 clusters Score -2.113338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174509 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -21133414.000000 Penalty: 6013.105469
	Iteration 44Q: 3 clusters Score -2.113341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174503 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -21133420.000000 Penalty: 6013.105469
	Iteration 45Q: 3 clusters Score -2.113342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -21133414.000000 Penalty: 6013.105469
	Iteration 46Q: 3 clusters Score -2.113341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174493 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -21133412.000000 Penalty: 6013.105469
	Iteration 47Q: 3 clusters Score -2.113341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -21133412.000000 Penalty: 6013.105469
	Iteration 48Q: 3 clusters Score -2.113341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -21133416.000000 Penalty: 6013.105469
	Iteration 49Q: 3 clusters Score -2.113342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -21133416.000000 Penalty: 6013.105469
	Iteration 50F: 3 clusters Score -2.113342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 61475 members 
Mstep: Class 3 contains 64816 members 
Mstep: Class 4 contains 191673 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 38559 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 31394 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 65663 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Entering Unmasked Estep 
Score: -225812144.000000 Penalty: 71995.546875
Splitting cluster 1 changes total score from -225801968.000000 to -225812144.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (61475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Entering Unmasked Estep 
Score: -6879652.500000 Penalty: 2734.543701
	Iteration 0F: 2 clusters Score -6879652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -6838422.000000 Penalty: 5469.087402
	Iteration 0F: 3 clusters Score -6838422 nChanged 28744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -6855729.500000 Penalty: 5469.087402
	Iteration 1F: 3 clusters Score -6855730 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -6858832.000000 Penalty: 5469.087402
	Iteration 2F: 3 clusters Score -6858832 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -6864019.000000 Penalty: 5469.087402
	Iteration 3F: 3 clusters Score -6864019 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -6869719.500000 Penalty: 5469.087402
	Iteration 4F: 3 clusters Score -6869720 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6873882.000000 Penalty: 5469.087402
	Iteration 5F: 3 clusters Score -6873882 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6875874.000000 Penalty: 5469.087402
	Iteration 6F: 3 clusters Score -6875874 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -6876835.500000 Penalty: 5469.087402
	Iteration 7Q: 3 clusters Score -6876836 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -6877297.500000 Penalty: 5469.087402
	Iteration 8Q: 3 clusters Score -6877298 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6877659.000000 Penalty: 5469.087402
	Iteration 9Q: 3 clusters Score -6877659 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -6877964.000000 Penalty: 5469.087402
	Iteration 10Q: 3 clusters Score -6877964 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -6878183.000000 Penalty: 5469.087402
	Iteration 11Q: 3 clusters Score -6878183 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -6878427.000000 Penalty: 5469.087402
	Iteration 12Q: 3 clusters Score -6878427 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -6878725.000000 Penalty: 5469.087402
	Iteration 13Q: 3 clusters Score -6878725 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -6879019.500000 Penalty: 5469.087402
	Iteration 14Q: 3 clusters Score -6879020 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -6879401.500000 Penalty: 5469.087402
	Iteration 15Q: 3 clusters Score -6879402 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -6879681.000000 Penalty: 5469.087402
	Iteration 16Q: 3 clusters Score -6879681 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -6879952.500000 Penalty: 5469.087402
	Iteration 17Q: 3 clusters Score -6879952 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -6880262.000000 Penalty: 5469.087402
	Iteration 18Q: 3 clusters Score -6880262 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -6880515.000000 Penalty: 5469.087402
	Iteration 19Q: 3 clusters Score -6880515 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -6880710.000000 Penalty: 5469.087402
	Iteration 20F: 3 clusters Score -6880710 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -6880941.000000 Penalty: 5469.087402
	Iteration 21Q: 3 clusters Score -6880941 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -6881142.000000 Penalty: 5469.087402
	Iteration 22Q: 3 clusters Score -6881142 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -6881384.500000 Penalty: 5469.087402
	Iteration 23Q: 3 clusters Score -6881384 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -6881568.500000 Penalty: 5469.087402
	Iteration 24Q: 3 clusters Score -6881568 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -6881712.000000 Penalty: 5469.087402
	Iteration 25Q: 3 clusters Score -6881712 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -6881864.500000 Penalty: 5469.087402
	Iteration 26Q: 3 clusters Score -6881864 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -6881995.000000 Penalty: 5469.087402
	Iteration 27Q: 3 clusters Score -6881995 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -6882134.000000 Penalty: 5469.087402
	Iteration 28Q: 3 clusters Score -6882134 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -6882261.500000 Penalty: 5469.087402
	Iteration 29Q: 3 clusters Score -6882262 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -6882355.000000 Penalty: 5469.087402
	Iteration 30Q: 3 clusters Score -6882355 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6882457.000000 Penalty: 5469.087402
	Iteration 31Q: 3 clusters Score -6882457 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -6882519.500000 Penalty: 5469.087402
	Iteration 32Q: 3 clusters Score -6882520 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -6882568.500000 Penalty: 5469.087402
	Iteration 33Q: 3 clusters Score -6882568 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -6882640.000000 Penalty: 5469.087402
	Iteration 34Q: 3 clusters Score -6882640 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -6882699.500000 Penalty: 5469.087402
	Iteration 35Q: 3 clusters Score -6882700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -6882770.000000 Penalty: 5469.087402
	Iteration 36Q: 3 clusters Score -6882770 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -6882823.000000 Penalty: 5469.087402
	Iteration 37Q: 3 clusters Score -6882823 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -6882903.000000 Penalty: 5469.087402
	Iteration 38Q: 3 clusters Score -6882903 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -6882948.000000 Penalty: 5469.087402
	Iteration 39Q: 3 clusters Score -6882948 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -6882961.000000 Penalty: 5469.087402
	Iteration 40F: 3 clusters Score -6882961 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -6882997.500000 Penalty: 5469.087402
	Iteration 41Q: 3 clusters Score -6882998 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -6883022.500000 Penalty: 5469.087402
	Iteration 42Q: 3 clusters Score -6883022 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -6883039.500000 Penalty: 5469.087402
	Iteration 43Q: 3 clusters Score -6883040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6883051.000000 Penalty: 5469.087402
	Iteration 44Q: 3 clusters Score -6883051 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -6883074.000000 Penalty: 5469.087402
	Iteration 45Q: 3 clusters Score -6883074 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -6883102.000000 Penalty: 5469.087402
	Iteration 46Q: 3 clusters Score -6883102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6883111.000000 Penalty: 5469.087402
	Iteration 47Q: 3 clusters Score -6883111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6883122.000000 Penalty: 5469.087402
	Iteration 48Q: 3 clusters Score -6883122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -6883120.000000 Penalty: 5469.087402
	Iteration 49Q: 3 clusters Score -6883120 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -6883133.000000 Penalty: 5469.087402
	Iteration 50Q: 3 clusters Score -6883133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6883124.000000 Penalty: 5469.087402
	Iteration 51Q: 3 clusters Score -6883124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -6883127.500000 Penalty: 5469.087402
	Iteration 52Q: 3 clusters Score -6883128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -6883124.000000 Penalty: 5469.087402
	Iteration 53Q: 3 clusters Score -6883124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -6883127.000000 Penalty: 5469.087402
	Iteration 54Q: 3 clusters Score -6883127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6883128.000000 Penalty: 5469.087402
	Iteration 55Q: 3 clusters Score -6883128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6883139.000000 Penalty: 5469.087402
	Iteration 56Q: 3 clusters Score -6883139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -6883144.000000 Penalty: 5469.087402
	Iteration 57Q: 3 clusters Score -6883144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -6883135.500000 Penalty: 5469.087402
	Iteration 58Q: 3 clusters Score -6883136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -6883144.500000 Penalty: 5469.087402
	Iteration 59Q: 3 clusters Score -6883144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -6883137.500000 Penalty: 5469.087402
	Iteration 60F: 3 clusters Score -6883138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6883147.500000 Penalty: 5469.087402
	Iteration 61Q: 3 clusters Score -6883148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -6883152.500000 Penalty: 5469.087402
	Iteration 62Q: 3 clusters Score -6883152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -6883148.500000 Penalty: 5469.087402
	Iteration 63Q: 3 clusters Score -6883148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6883157.500000 Penalty: 5469.087402
	Iteration 64Q: 3 clusters Score -6883158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6883158.500000 Penalty: 5469.087402
	Iteration 65Q: 3 clusters Score -6883158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -6883156.000000 Penalty: 5469.087402
	Iteration 66Q: 3 clusters Score -6883156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -6883153.500000 Penalty: 5469.087402
	Iteration 67Q: 3 clusters Score -6883154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -6883153.500000 Penalty: 5469.087402
	Iteration 68Q: 3 clusters Score -6883154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -6883147.000000 Penalty: 5469.087402
	Iteration 69Q: 3 clusters Score -6883147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -6883150.000000 Penalty: 5469.087402
	Iteration 70Q: 3 clusters Score -6883150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -6883150.500000 Penalty: 5469.087402
	Iteration 71Q: 3 clusters Score -6883150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -6883157.500000 Penalty: 5469.087402
	Iteration 72Q: 3 clusters Score -6883158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6883156.500000 Penalty: 5469.087402
	Iteration 73Q: 3 clusters Score -6883156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -6883154.500000 Penalty: 5469.087402
	Iteration 74Q: 3 clusters Score -6883154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -6883154.500000 Penalty: 5469.087402
	Iteration 75F: 3 clusters Score -6883154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 64816 members 
Mstep: Class 4 contains 191673 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 38559 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 31394 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 65663 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Entering Unmasked Estep 
Score: -225812816.000000 Penalty: 75595.320312
Splitting cluster 2 changes total score from -225801968.000000 to -225812816.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (64816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Entering Unmasked Estep 
Score: -6843795.500000 Penalty: 2747.668213
	Iteration 0F: 2 clusters Score -6843796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -6800194.000000 Penalty: 5495.336426
	Iteration 0F: 3 clusters Score -6800194 nChanged 30396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -6820782.000000 Penalty: 5495.336426
	Iteration 1F: 3 clusters Score -6820782 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -6825002.000000 Penalty: 5495.336426
	Iteration 2F: 3 clusters Score -6825002 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -6828521.500000 Penalty: 5495.336426
	Iteration 3F: 3 clusters Score -6828522 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -6830790.500000 Penalty: 5495.336426
	Iteration 4F: 3 clusters Score -6830790 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -6832272.000000 Penalty: 5495.336426
	Iteration 5F: 3 clusters Score -6832272 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -6833518.000000 Penalty: 5495.336426
	Iteration 6Q: 3 clusters Score -6833518 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -6834608.500000 Penalty: 5495.336426
	Iteration 7Q: 3 clusters Score -6834608 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -6835653.000000 Penalty: 5495.336426
	Iteration 8Q: 3 clusters Score -6835653 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -6836768.500000 Penalty: 5495.336426
	Iteration 9Q: 3 clusters Score -6836768 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -6837932.000000 Penalty: 5495.336426
	Iteration 10Q: 3 clusters Score -6837932 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6839136.500000 Penalty: 5495.336426
	Iteration 11Q: 3 clusters Score -6839136 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -6840439.000000 Penalty: 5495.336426
	Iteration 12Q: 3 clusters Score -6840439 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -6841471.500000 Penalty: 5495.336426
	Iteration 13Q: 3 clusters Score -6841472 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -6842335.500000 Penalty: 5495.336426
	Iteration 14Q: 3 clusters Score -6842336 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -6843069.000000 Penalty: 5495.336426
	Iteration 15Q: 3 clusters Score -6843069 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -6843584.000000 Penalty: 5495.336426
	Iteration 16Q: 3 clusters Score -6843584 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -6844002.500000 Penalty: 5495.336426
	Iteration 17Q: 3 clusters Score -6844002 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59982 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -6844253.000000 Penalty: 5495.336426
	Iteration 18Q: 3 clusters Score -6844253 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -6844424.000000 Penalty: 5495.336426
	Iteration 19Q: 3 clusters Score -6844424 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6844525.500000 Penalty: 5495.336426
	Iteration 20F: 3 clusters Score -6844526 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60904 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6844602.500000 Penalty: 5495.336426
	Iteration 21Q: 3 clusters Score -6844602 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61082 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6844668.500000 Penalty: 5495.336426
	Iteration 22Q: 3 clusters Score -6844668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -6844713.500000 Penalty: 5495.336426
	Iteration 23Q: 3 clusters Score -6844714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6844744.500000 Penalty: 5495.336426
	Iteration 24Q: 3 clusters Score -6844744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6844760.500000 Penalty: 5495.336426
	Iteration 25Q: 3 clusters Score -6844760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6844774.000000 Penalty: 5495.336426
	Iteration 26Q: 3 clusters Score -6844774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6844814.000000 Penalty: 5495.336426
	Iteration 27Q: 3 clusters Score -6844814 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6844848.000000 Penalty: 5495.336426
	Iteration 28Q: 3 clusters Score -6844848 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6844871.500000 Penalty: 5495.336426
	Iteration 29Q: 3 clusters Score -6844872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6844879.000000 Penalty: 5495.336426
	Iteration 30Q: 3 clusters Score -6844879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61725 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6844886.000000 Penalty: 5495.336426
	Iteration 31Q: 3 clusters Score -6844886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6844883.000000 Penalty: 5495.336426
	Iteration 32Q: 3 clusters Score -6844883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -6844875.500000 Penalty: 5495.336426
	Iteration 33Q: 3 clusters Score -6844876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6844884.500000 Penalty: 5495.336426
	Iteration 34Q: 3 clusters Score -6844884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6844890.000000 Penalty: 5495.336426
	Iteration 35Q: 3 clusters Score -6844890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6844880.500000 Penalty: 5495.336426
	Iteration 36Q: 3 clusters Score -6844880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6844895.500000 Penalty: 5495.336426
	Iteration 37Q: 3 clusters Score -6844896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6844899.500000 Penalty: 5495.336426
	Iteration 38Q: 3 clusters Score -6844900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6844895.000000 Penalty: 5495.336426
	Iteration 39Q: 3 clusters Score -6844895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6844903.500000 Penalty: 5495.336426
	Iteration 40F: 3 clusters Score -6844904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6844907.500000 Penalty: 5495.336426
	Iteration 41Q: 3 clusters Score -6844908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61845 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6844903.000000 Penalty: 5495.336426
	Iteration 42Q: 3 clusters Score -6844903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -6844912.000000 Penalty: 5495.336426
	Iteration 43Q: 3 clusters Score -6844912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6844904.500000 Penalty: 5495.336426
	Iteration 44Q: 3 clusters Score -6844904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6844908.000000 Penalty: 5495.336426
	Iteration 45Q: 3 clusters Score -6844908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61852 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6844908.000000 Penalty: 5495.336426
	Iteration 46F: 3 clusters Score -6844908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 191673 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 38559 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 31394 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 65663 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Entering Unmasked Estep 
Score: -225812576.000000 Penalty: 79195.101562
Splitting cluster 3 changes total score from -225801968.000000 to -225812576.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (191673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191673 members 
Entering Unmasked Estep 
Score: -22215188.000000 Penalty: 3016.559326
	Iteration 0F: 2 clusters Score -2.221519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95746 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -22088692.000000 Penalty: 6033.118652
	Iteration 0F: 3 clusters Score -2.208869e+07 nChanged 92314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -22143764.000000 Penalty: 6033.118652
	Iteration 1F: 3 clusters Score -2.214376e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97184 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -22146698.000000 Penalty: 6033.118652
	Iteration 2Q: 3 clusters Score -2.21467e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 92932 members 
Entering Unmasked Estep 
Score: -22150806.000000 Penalty: 6033.118652
	Iteration 3Q: 3 clusters Score -2.215081e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -22156284.000000 Penalty: 6033.118652
	Iteration 4F: 3 clusters Score -2.215628e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104724 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -22161942.000000 Penalty: 6033.118652
	Iteration 5F: 3 clusters Score -2.216194e+07 nChanged 11805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -22167992.000000 Penalty: 6033.118652
	Iteration 6F: 3 clusters Score -2.216799e+07 nChanged 11326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114505 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -22174142.000000 Penalty: 6033.118652
	Iteration 7F: 3 clusters Score -2.217414e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120031 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -22180966.000000 Penalty: 6033.118652
	Iteration 8F: 3 clusters Score -2.218097e+07 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 66050 members 
Entering Unmasked Estep 
Score: -22187368.000000 Penalty: 6033.118652
	Iteration 9Q: 3 clusters Score -2.218737e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130472 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -22193152.000000 Penalty: 6033.118652
	Iteration 10Q: 3 clusters Score -2.219315e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134722 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -22197916.000000 Penalty: 6033.118652
	Iteration 11Q: 3 clusters Score -2.219792e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -22201116.000000 Penalty: 6033.118652
	Iteration 12Q: 3 clusters Score -2.220112e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141802 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -22203592.000000 Penalty: 6033.118652
	Iteration 13Q: 3 clusters Score -2.220359e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -22205528.000000 Penalty: 6033.118652
	Iteration 14Q: 3 clusters Score -2.220553e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -22207154.000000 Penalty: 6033.118652
	Iteration 15Q: 3 clusters Score -2.220715e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -22208894.000000 Penalty: 6033.118652
	Iteration 16Q: 3 clusters Score -2.220889e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154090 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -22210432.000000 Penalty: 6033.118652
	Iteration 17Q: 3 clusters Score -2.221043e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -22211692.000000 Penalty: 6033.118652
	Iteration 18Q: 3 clusters Score -2.221169e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -22212930.000000 Penalty: 6033.118652
	Iteration 19Q: 3 clusters Score -2.221293e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162308 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -22214068.000000 Penalty: 6033.118652
	Iteration 20F: 3 clusters Score -2.221407e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164723 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -22215096.000000 Penalty: 6033.118652
	Iteration 21Q: 3 clusters Score -2.22151e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -22216048.000000 Penalty: 6033.118652
	Iteration 22Q: 3 clusters Score -2.221605e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -22216784.000000 Penalty: 6033.118652
	Iteration 23Q: 3 clusters Score -2.221678e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170691 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -22217528.000000 Penalty: 6033.118652
	Iteration 24Q: 3 clusters Score -2.221753e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172092 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -22217888.000000 Penalty: 6033.118652
	Iteration 25Q: 3 clusters Score -2.221789e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173237 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -22218166.000000 Penalty: 6033.118652
	Iteration 26Q: 3 clusters Score -2.221817e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174218 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -22218360.000000 Penalty: 6033.118652
	Iteration 27Q: 3 clusters Score -2.221836e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175062 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -22218486.000000 Penalty: 6033.118652
	Iteration 28Q: 3 clusters Score -2.221849e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175764 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -22218600.000000 Penalty: 6033.118652
	Iteration 29Q: 3 clusters Score -2.22186e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176338 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -22218662.000000 Penalty: 6033.118652
	Iteration 30Q: 3 clusters Score -2.221866e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176818 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -22218752.000000 Penalty: 6033.118652
	Iteration 31Q: 3 clusters Score -2.221875e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177209 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -22218798.000000 Penalty: 6033.118652
	Iteration 32Q: 3 clusters Score -2.22188e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -22218768.000000 Penalty: 6033.118652
	Iteration 33Q: 3 clusters Score -2.221877e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177833 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -22218728.000000 Penalty: 6033.118652
	Iteration 34Q: 3 clusters Score -2.221873e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178077 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -22218688.000000 Penalty: 6033.118652
	Iteration 35Q: 3 clusters Score -2.221869e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -22218708.000000 Penalty: 6033.118652
	Iteration 36Q: 3 clusters Score -2.221871e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178454 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -22218698.000000 Penalty: 6033.118652
	Iteration 37Q: 3 clusters Score -2.22187e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178607 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -22218704.000000 Penalty: 6033.118652
	Iteration 38Q: 3 clusters Score -2.22187e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178742 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -22218692.000000 Penalty: 6033.118652
	Iteration 39Q: 3 clusters Score -2.221869e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178867 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -22218674.000000 Penalty: 6033.118652
	Iteration 40F: 3 clusters Score -2.221867e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178987 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -22218760.000000 Penalty: 6033.118652
	Iteration 41Q: 3 clusters Score -2.221876e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179104 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -22218778.000000 Penalty: 6033.118652
	Iteration 42Q: 3 clusters Score -2.221878e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179221 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -22218796.000000 Penalty: 6033.118652
	Iteration 43Q: 3 clusters Score -2.22188e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179331 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -22218812.000000 Penalty: 6033.118652
	Iteration 44Q: 3 clusters Score -2.221881e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179445 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -22218838.000000 Penalty: 6033.118652
	Iteration 45Q: 3 clusters Score -2.221884e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179540 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -22218848.000000 Penalty: 6033.118652
	Iteration 46Q: 3 clusters Score -2.221885e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179638 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -22218834.000000 Penalty: 6033.118652
	Iteration 47Q: 3 clusters Score -2.221883e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179724 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -22218832.000000 Penalty: 6033.118652
	Iteration 48Q: 3 clusters Score -2.221883e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179796 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -22218838.000000 Penalty: 6033.118652
	Iteration 49Q: 3 clusters Score -2.221884e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179852 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -22218828.000000 Penalty: 6033.118652
	Iteration 50Q: 3 clusters Score -2.221883e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179904 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -22218806.000000 Penalty: 6033.118652
	Iteration 51Q: 3 clusters Score -2.221881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179951 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -22218790.000000 Penalty: 6033.118652
	Iteration 52Q: 3 clusters Score -2.221879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -22218788.000000 Penalty: 6033.118652
	Iteration 53Q: 3 clusters Score -2.221879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -22218808.000000 Penalty: 6033.118652
	Iteration 54Q: 3 clusters Score -2.221881e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180047 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -22218804.000000 Penalty: 6033.118652
	Iteration 55Q: 3 clusters Score -2.22188e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -22218796.000000 Penalty: 6033.118652
	Iteration 56Q: 3 clusters Score -2.22188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180100 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -22218798.000000 Penalty: 6033.118652
	Iteration 57Q: 3 clusters Score -2.22188e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -22218836.000000 Penalty: 6033.118652
	Iteration 58Q: 3 clusters Score -2.221884e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180134 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -22218830.000000 Penalty: 6033.118652
	Iteration 59Q: 3 clusters Score -2.221883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180150 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -22218834.000000 Penalty: 6033.118652
	Iteration 60F: 3 clusters Score -2.221883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180156 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -22218850.000000 Penalty: 6033.118652
	Iteration 61Q: 3 clusters Score -2.221885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -22218834.000000 Penalty: 6033.118652
	Iteration 62Q: 3 clusters Score -2.221883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180170 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -22218828.000000 Penalty: 6033.118652
	Iteration 63Q: 3 clusters Score -2.221883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180176 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -22218828.000000 Penalty: 6033.118652
	Iteration 64Q: 3 clusters Score -2.221883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180185 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -22218824.000000 Penalty: 6033.118652
	Iteration 65Q: 3 clusters Score -2.221882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180190 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -22218818.000000 Penalty: 6033.118652
	Iteration 66Q: 3 clusters Score -2.221882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180198 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -22218816.000000 Penalty: 6033.118652
	Iteration 67Q: 3 clusters Score -2.221882e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180206 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -22218818.000000 Penalty: 6033.118652
	Iteration 68Q: 3 clusters Score -2.221882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180208 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -22218820.000000 Penalty: 6033.118652
	Iteration 69Q: 3 clusters Score -2.221882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -22218820.000000 Penalty: 6033.118652
	Iteration 70Q: 3 clusters Score -2.221882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180215 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -22218806.000000 Penalty: 6033.118652
	Iteration 71Q: 3 clusters Score -2.221881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180217 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -22218796.000000 Penalty: 6033.118652
	Iteration 72Q: 3 clusters Score -2.22188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180220 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -22218802.000000 Penalty: 6033.118652
	Iteration 73Q: 3 clusters Score -2.22188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180225 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -22218802.000000 Penalty: 6033.118652
	Iteration 74Q: 3 clusters Score -2.22188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180233 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -22218796.000000 Penalty: 6033.118652
	Iteration 75Q: 3 clusters Score -2.22188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180239 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -22218798.000000 Penalty: 6033.118652
	Iteration 76Q: 3 clusters Score -2.22188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180246 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -22218802.000000 Penalty: 6033.118652
	Iteration 77Q: 3 clusters Score -2.22188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180251 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -22218806.000000 Penalty: 6033.118652
	Iteration 78Q: 3 clusters Score -2.221881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180254 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -22218822.000000 Penalty: 6033.118652
	Iteration 79Q: 3 clusters Score -2.221882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180259 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -22218812.000000 Penalty: 6033.118652
	Iteration 80F: 3 clusters Score -2.221881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180264 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -22218818.000000 Penalty: 6033.118652
	Iteration 81Q: 3 clusters Score -2.221882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180266 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -22218818.000000 Penalty: 6033.118652
	Iteration 82Q: 3 clusters Score -2.221882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -22218810.000000 Penalty: 6033.118652
	Iteration 83Q: 3 clusters Score -2.221881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180274 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -22218818.000000 Penalty: 6033.118652
	Iteration 84Q: 3 clusters Score -2.221882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -22218824.000000 Penalty: 6033.118652
	Iteration 85Q: 3 clusters Score -2.221882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180275 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -22218812.000000 Penalty: 6033.118652
	Iteration 86Q: 3 clusters Score -2.221881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180279 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -22218802.000000 Penalty: 6033.118652
	Iteration 87Q: 3 clusters Score -2.22188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180283 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -22218808.000000 Penalty: 6033.118652
	Iteration 88Q: 3 clusters Score -2.221881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180288 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -22218808.000000 Penalty: 6033.118652
	Iteration 89Q: 3 clusters Score -2.221881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -22218816.000000 Penalty: 6033.118652
	Iteration 90Q: 3 clusters Score -2.221882e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180292 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -22218808.000000 Penalty: 6033.118652
	Iteration 91Q: 3 clusters Score -2.221881e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180294 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -22218822.000000 Penalty: 6033.118652
	Iteration 92Q: 3 clusters Score -2.221882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -22218808.000000 Penalty: 6033.118652
	Iteration 93Q: 3 clusters Score -2.221881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180295 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -22218808.000000 Penalty: 6033.118652
	Iteration 94F: 3 clusters Score -2.221881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 38559 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 31394 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 65663 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Entering Unmasked Estep 
Score: -225815120.000000 Penalty: 82794.875000
Splitting cluster 4 changes total score from -225801968.000000 to -225815120.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (191742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191742 members 
Entering Unmasked Estep 
Score: -22480210.000000 Penalty: 3016.648682
	Iteration 0F: 2 clusters Score -2.248021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -22358730.000000 Penalty: 6033.297363
	Iteration 0F: 3 clusters Score -2.235873e+07 nChanged 92115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102591 members 
Mstep: Class 2 contains 89151 members 
Entering Unmasked Estep 
Score: -22413146.000000 Penalty: 6033.297363
	Iteration 1F: 3 clusters Score -2.241315e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -22415798.000000 Penalty: 6033.297363
	Iteration 2Q: 3 clusters Score -2.24158e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -22419922.000000 Penalty: 6033.297363
	Iteration 3Q: 3 clusters Score -2.241992e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 75179 members 
Entering Unmasked Estep 
Score: -22426670.000000 Penalty: 6033.297363
	Iteration 4F: 3 clusters Score -2.242667e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124497 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -22435586.000000 Penalty: 6033.297363
	Iteration 5F: 3 clusters Score -2.243559e+07 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134074 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -22446462.000000 Penalty: 6033.297363
	Iteration 6F: 3 clusters Score -2.244646e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144602 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -22457062.000000 Penalty: 6033.297363
	Iteration 7F: 3 clusters Score -2.245706e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154638 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -22465962.000000 Penalty: 6033.297363
	Iteration 8F: 3 clusters Score -2.246596e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -22472086.000000 Penalty: 6033.297363
	Iteration 9Q: 3 clusters Score -2.247209e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170008 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -22475526.000000 Penalty: 6033.297363
	Iteration 10Q: 3 clusters Score -2.247553e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175042 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -22477114.000000 Penalty: 6033.297363
	Iteration 11Q: 3 clusters Score -2.247711e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178677 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -22478052.000000 Penalty: 6033.297363
	Iteration 12Q: 3 clusters Score -2.247805e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181265 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -22478680.000000 Penalty: 6033.297363
	Iteration 13Q: 3 clusters Score -2.247868e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -22478902.000000 Penalty: 6033.297363
	Iteration 14Q: 3 clusters Score -2.24789e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184393 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -22478996.000000 Penalty: 6033.297363
	Iteration 15Q: 3 clusters Score -2.2479e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -22478992.000000 Penalty: 6033.297363
	Iteration 16Q: 3 clusters Score -2.247899e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185991 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -22479004.000000 Penalty: 6033.297363
	Iteration 17Q: 3 clusters Score -2.2479e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186490 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -22479032.000000 Penalty: 6033.297363
	Iteration 18Q: 3 clusters Score -2.247903e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186877 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -22479014.000000 Penalty: 6033.297363
	Iteration 19Q: 3 clusters Score -2.247901e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187177 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -22478962.000000 Penalty: 6033.297363
	Iteration 20F: 3 clusters Score -2.247896e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187431 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -22478984.000000 Penalty: 6033.297363
	Iteration 21Q: 3 clusters Score -2.247898e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187651 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -22479032.000000 Penalty: 6033.297363
	Iteration 22Q: 3 clusters Score -2.247903e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187803 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -22479002.000000 Penalty: 6033.297363
	Iteration 23Q: 3 clusters Score -2.2479e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187931 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -22478964.000000 Penalty: 6033.297363
	Iteration 24Q: 3 clusters Score -2.247896e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188015 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -22478938.000000 Penalty: 6033.297363
	Iteration 25Q: 3 clusters Score -2.247894e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188095 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -22478986.000000 Penalty: 6033.297363
	Iteration 26Q: 3 clusters Score -2.247899e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188163 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -22478980.000000 Penalty: 6033.297363
	Iteration 27Q: 3 clusters Score -2.247898e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188223 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -22478986.000000 Penalty: 6033.297363
	Iteration 28Q: 3 clusters Score -2.247899e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188276 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -22478990.000000 Penalty: 6033.297363
	Iteration 29Q: 3 clusters Score -2.247899e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188326 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -22478966.000000 Penalty: 6033.297363
	Iteration 30Q: 3 clusters Score -2.247897e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188375 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -22478988.000000 Penalty: 6033.297363
	Iteration 31Q: 3 clusters Score -2.247899e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188425 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -22478962.000000 Penalty: 6033.297363
	Iteration 32Q: 3 clusters Score -2.247896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188474 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -22478972.000000 Penalty: 6033.297363
	Iteration 33Q: 3 clusters Score -2.247897e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188523 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -22478968.000000 Penalty: 6033.297363
	Iteration 34Q: 3 clusters Score -2.247897e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188569 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -22478974.000000 Penalty: 6033.297363
	Iteration 35Q: 3 clusters Score -2.247897e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188605 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -22478972.000000 Penalty: 6033.297363
	Iteration 36Q: 3 clusters Score -2.247897e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188640 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -22478964.000000 Penalty: 6033.297363
	Iteration 37Q: 3 clusters Score -2.247896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188666 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -22478948.000000 Penalty: 6033.297363
	Iteration 38Q: 3 clusters Score -2.247895e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188695 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -22478968.000000 Penalty: 6033.297363
	Iteration 39Q: 3 clusters Score -2.247897e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -22478988.000000 Penalty: 6033.297363
	Iteration 40F: 3 clusters Score -2.247899e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188746 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -22478974.000000 Penalty: 6033.297363
	Iteration 41Q: 3 clusters Score -2.247897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188777 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22478962.000000 Penalty: 6033.297363
	Iteration 42Q: 3 clusters Score -2.247896e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188797 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -22478956.000000 Penalty: 6033.297363
	Iteration 43Q: 3 clusters Score -2.247896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188813 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -22478946.000000 Penalty: 6033.297363
	Iteration 44Q: 3 clusters Score -2.247895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22478936.000000 Penalty: 6033.297363
	Iteration 45Q: 3 clusters Score -2.247894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188850 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22478942.000000 Penalty: 6033.297363
	Iteration 46Q: 3 clusters Score -2.247894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188868 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22478970.000000 Penalty: 6033.297363
	Iteration 47Q: 3 clusters Score -2.247897e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -22478976.000000 Penalty: 6033.297363
	Iteration 48Q: 3 clusters Score -2.247898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -22478966.000000 Penalty: 6033.297363
	Iteration 49Q: 3 clusters Score -2.247897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188927 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -22478966.000000 Penalty: 6033.297363
	Iteration 50Q: 3 clusters Score -2.247897e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188941 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -22478978.000000 Penalty: 6033.297363
	Iteration 51Q: 3 clusters Score -2.247898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188952 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -22478962.000000 Penalty: 6033.297363
	Iteration 52Q: 3 clusters Score -2.247896e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188962 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22478958.000000 Penalty: 6033.297363
	Iteration 53Q: 3 clusters Score -2.247896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22478938.000000 Penalty: 6033.297363
	Iteration 54Q: 3 clusters Score -2.247894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188967 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22478922.000000 Penalty: 6033.297363
	Iteration 55Q: 3 clusters Score -2.247892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22478940.000000 Penalty: 6033.297363
	Iteration 56Q: 3 clusters Score -2.247894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188966 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -22478940.000000 Penalty: 6033.297363
	Iteration 57Q: 3 clusters Score -2.247894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188968 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -22478940.000000 Penalty: 6033.297363
	Iteration 58Q: 3 clusters Score -2.247894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22478952.000000 Penalty: 6033.297363
	Iteration 59Q: 3 clusters Score -2.247895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22478952.000000 Penalty: 6033.297363
	Iteration 60F: 3 clusters Score -2.247895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Entering Unmasked Estep 
Score: -292096.781250 Penalty: 1995.940918
	Iteration 0F: 2 clusters Score -292096.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -289164.937500 Penalty: 3991.881836
	Iteration 0F: 3 clusters Score -289164.9 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -292462.125000 Penalty: 3991.881836
	Iteration 1F: 3 clusters Score -292462.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -294635.406250 Penalty: 3991.881836
	Iteration 2F: 3 clusters Score -294635.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -296627.906250 Penalty: 3991.881836
	Iteration 3F: 3 clusters Score -296627.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -298303.531250 Penalty: 3991.881836
	Iteration 4F: 3 clusters Score -298303.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -298730.312500 Penalty: 3991.881836
	Iteration 5Q: 3 clusters Score -298730.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -298991.812500 Penalty: 3991.881836
	Iteration 6Q: 3 clusters Score -298991.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -299084.781250 Penalty: 3991.881836
	Iteration 7Q: 3 clusters Score -299084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -299100.812500 Penalty: 3991.881836
	Iteration 8Q: 3 clusters Score -299100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -299105.250000 Penalty: 3991.881836
	Iteration 9Q: 3 clusters Score -299105.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -299108.812500 Penalty: 3991.881836
	Iteration 10Q: 3 clusters Score -299108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -299109.625000 Penalty: 3991.881836
	Iteration 11Q: 3 clusters Score -299109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -299110.343750 Penalty: 3991.881836
	Iteration 12Q: 3 clusters Score -299110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299111.156250 Penalty: 3991.881836
	Iteration 13Q: 3 clusters Score -299111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299111.156250 Penalty: 3991.881836
	Iteration 14F: 3 clusters Score -299111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 38559 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 31394 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 65663 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Entering Unmasked Estep 
Score: -225820672.000000 Penalty: 86394.656250
Splitting cluster 6 changes total score from -225801968.000000 to -225820672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (38559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Entering Unmasked Estep 
Score: -4471126.000000 Penalty: 2618.866455
	Iteration 0F: 2 clusters Score -4471126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -4445189.500000 Penalty: 5237.732910
	Iteration 0F: 3 clusters Score -4445190 nChanged 17682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4456240.000000 Penalty: 5237.732910
	Iteration 1F: 3 clusters Score -4456240 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4458349.500000 Penalty: 5237.732910
	Iteration 2F: 3 clusters Score -4458350 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4460753.500000 Penalty: 5237.732910
	Iteration 3F: 3 clusters Score -4460754 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4463027.000000 Penalty: 5237.732910
	Iteration 4F: 3 clusters Score -4463027 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -4464691.500000 Penalty: 5237.732910
	Iteration 5F: 3 clusters Score -4464692 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -4466007.500000 Penalty: 5237.732910
	Iteration 6F: 3 clusters Score -4466008 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4467077.000000 Penalty: 5237.732910
	Iteration 7Q: 3 clusters Score -4467077 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4467946.500000 Penalty: 5237.732910
	Iteration 8Q: 3 clusters Score -4467946 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4468681.000000 Penalty: 5237.732910
	Iteration 9Q: 3 clusters Score -4468681 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4469196.000000 Penalty: 5237.732910
	Iteration 10Q: 3 clusters Score -4469196 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -4469554.000000 Penalty: 5237.732910
	Iteration 11Q: 3 clusters Score -4469554 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4469815.500000 Penalty: 5237.732910
	Iteration 12Q: 3 clusters Score -4469816 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -4470024.000000 Penalty: 5237.732910
	Iteration 13Q: 3 clusters Score -4470024 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4470200.500000 Penalty: 5237.732910
	Iteration 14Q: 3 clusters Score -4470200 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -4470367.500000 Penalty: 5237.732910
	Iteration 15Q: 3 clusters Score -4470368 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -4470549.000000 Penalty: 5237.732910
	Iteration 16Q: 3 clusters Score -4470549 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4470684.000000 Penalty: 5237.732910
	Iteration 17Q: 3 clusters Score -4470684 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4470859.000000 Penalty: 5237.732910
	Iteration 18Q: 3 clusters Score -4470859 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4471030.500000 Penalty: 5237.732910
	Iteration 19Q: 3 clusters Score -4471030 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4471181.500000 Penalty: 5237.732910
	Iteration 20F: 3 clusters Score -4471182 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4471333.500000 Penalty: 5237.732910
	Iteration 21Q: 3 clusters Score -4471334 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4471471.500000 Penalty: 5237.732910
	Iteration 22Q: 3 clusters Score -4471472 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4471577.500000 Penalty: 5237.732910
	Iteration 23Q: 3 clusters Score -4471578 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4471671.500000 Penalty: 5237.732910
	Iteration 24Q: 3 clusters Score -4471672 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4471747.500000 Penalty: 5237.732910
	Iteration 25Q: 3 clusters Score -4471748 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4471796.000000 Penalty: 5237.732910
	Iteration 26Q: 3 clusters Score -4471796 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -4471858.500000 Penalty: 5237.732910
	Iteration 27Q: 3 clusters Score -4471858 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4471893.000000 Penalty: 5237.732910
	Iteration 28Q: 3 clusters Score -4471893 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4471933.500000 Penalty: 5237.732910
	Iteration 29Q: 3 clusters Score -4471934 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -4471980.000000 Penalty: 5237.732910
	Iteration 30Q: 3 clusters Score -4471980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4472012.000000 Penalty: 5237.732910
	Iteration 31Q: 3 clusters Score -4472012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4472041.000000 Penalty: 5237.732910
	Iteration 32Q: 3 clusters Score -4472041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -4472082.000000 Penalty: 5237.732910
	Iteration 33Q: 3 clusters Score -4472082 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4472095.000000 Penalty: 5237.732910
	Iteration 34Q: 3 clusters Score -4472095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4472113.000000 Penalty: 5237.732910
	Iteration 35Q: 3 clusters Score -4472113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4472116.500000 Penalty: 5237.732910
	Iteration 36Q: 3 clusters Score -4472116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -4472127.000000 Penalty: 5237.732910
	Iteration 37Q: 3 clusters Score -4472127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -4472139.000000 Penalty: 5237.732910
	Iteration 38Q: 3 clusters Score -4472139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4472144.000000 Penalty: 5237.732910
	Iteration 39Q: 3 clusters Score -4472144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -4472143.500000 Penalty: 5237.732910
	Iteration 40F: 3 clusters Score -4472144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4472139.000000 Penalty: 5237.732910
	Iteration 41Q: 3 clusters Score -4472139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4472143.000000 Penalty: 5237.732910
	Iteration 42Q: 3 clusters Score -4472143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -4472161.500000 Penalty: 5237.732910
	Iteration 43Q: 3 clusters Score -4472162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -4472161.000000 Penalty: 5237.732910
	Iteration 44Q: 3 clusters Score -4472161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -4472172.000000 Penalty: 5237.732910
	Iteration 45Q: 3 clusters Score -4472172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -4472165.500000 Penalty: 5237.732910
	Iteration 46Q: 3 clusters Score -4472166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4472167.000000 Penalty: 5237.732910
	Iteration 47Q: 3 clusters Score -4472167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -4472165.500000 Penalty: 5237.732910
	Iteration 48Q: 3 clusters Score -4472166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4472177.500000 Penalty: 5237.732910
	Iteration 49Q: 3 clusters Score -4472178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4472177.500000 Penalty: 5237.732910
	Iteration 50Q: 3 clusters Score -4472178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4472173.500000 Penalty: 5237.732910
	Iteration 51Q: 3 clusters Score -4472174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4472176.500000 Penalty: 5237.732910
	Iteration 52Q: 3 clusters Score -4472176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4472170.500000 Penalty: 5237.732910
	Iteration 53Q: 3 clusters Score -4472170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4472170.500000 Penalty: 5237.732910
	Iteration 54F: 3 clusters Score -4472170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 31394 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 65663 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Entering Unmasked Estep 
Score: -225824112.000000 Penalty: 89994.429688
Splitting cluster 7 changes total score from -225801968.000000 to -225824112.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (31394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Entering Unmasked Estep 
Score: -3523678.000000 Penalty: 2567.884277
	Iteration 0F: 2 clusters Score -3523678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3502267.750000 Penalty: 5135.768555
	Iteration 0F: 3 clusters Score -3502268 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3510384.750000 Penalty: 5135.768555
	Iteration 1F: 3 clusters Score -3510385 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3511381.250000 Penalty: 5135.768555
	Iteration 2F: 3 clusters Score -3511381 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3512873.000000 Penalty: 5135.768555
	Iteration 3F: 3 clusters Score -3512873 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3515420.000000 Penalty: 5135.768555
	Iteration 4F: 3 clusters Score -3515420 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3518726.000000 Penalty: 5135.768555
	Iteration 5F: 3 clusters Score -3518726 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3521202.500000 Penalty: 5135.768555
	Iteration 6F: 3 clusters Score -3521202 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3522483.750000 Penalty: 5135.768555
	Iteration 7F: 3 clusters Score -3522484 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3523083.250000 Penalty: 5135.768555
	Iteration 8Q: 3 clusters Score -3523083 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3523362.000000 Penalty: 5135.768555
	Iteration 9Q: 3 clusters Score -3523362 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -3523512.250000 Penalty: 5135.768555
	Iteration 10Q: 3 clusters Score -3523512 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3523602.500000 Penalty: 5135.768555
	Iteration 11Q: 3 clusters Score -3523602 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3523695.500000 Penalty: 5135.768555
	Iteration 12Q: 3 clusters Score -3523696 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3523764.500000 Penalty: 5135.768555
	Iteration 13Q: 3 clusters Score -3523764 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3523842.750000 Penalty: 5135.768555
	Iteration 14Q: 3 clusters Score -3523843 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3523937.750000 Penalty: 5135.768555
	Iteration 15Q: 3 clusters Score -3523938 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -3524023.250000 Penalty: 5135.768555
	Iteration 16Q: 3 clusters Score -3524023 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3524126.000000 Penalty: 5135.768555
	Iteration 17Q: 3 clusters Score -3524126 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -3524226.250000 Penalty: 5135.768555
	Iteration 18Q: 3 clusters Score -3524226 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3524317.000000 Penalty: 5135.768555
	Iteration 19Q: 3 clusters Score -3524317 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -3524409.250000 Penalty: 5135.768555
	Iteration 20F: 3 clusters Score -3524409 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3524508.750000 Penalty: 5135.768555
	Iteration 21Q: 3 clusters Score -3524509 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3524590.750000 Penalty: 5135.768555
	Iteration 22Q: 3 clusters Score -3524591 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -3524660.250000 Penalty: 5135.768555
	Iteration 23Q: 3 clusters Score -3524660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3524715.500000 Penalty: 5135.768555
	Iteration 24Q: 3 clusters Score -3524716 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -3524756.000000 Penalty: 5135.768555
	Iteration 25Q: 3 clusters Score -3524756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3524771.750000 Penalty: 5135.768555
	Iteration 26Q: 3 clusters Score -3524772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3524789.500000 Penalty: 5135.768555
	Iteration 27Q: 3 clusters Score -3524790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3524804.500000 Penalty: 5135.768555
	Iteration 28Q: 3 clusters Score -3524804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3524801.250000 Penalty: 5135.768555
	Iteration 29Q: 3 clusters Score -3524801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3524818.500000 Penalty: 5135.768555
	Iteration 30Q: 3 clusters Score -3524818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3524812.750000 Penalty: 5135.768555
	Iteration 31Q: 3 clusters Score -3524813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3524816.500000 Penalty: 5135.768555
	Iteration 32Q: 3 clusters Score -3524816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -3524822.500000 Penalty: 5135.768555
	Iteration 33Q: 3 clusters Score -3524822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3524827.750000 Penalty: 5135.768555
	Iteration 34Q: 3 clusters Score -3524828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3524832.500000 Penalty: 5135.768555
	Iteration 35Q: 3 clusters Score -3524832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3524837.000000 Penalty: 5135.768555
	Iteration 36Q: 3 clusters Score -3524837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -3524837.250000 Penalty: 5135.768555
	Iteration 37Q: 3 clusters Score -3524837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3524838.500000 Penalty: 5135.768555
	Iteration 38Q: 3 clusters Score -3524838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -3524842.250000 Penalty: 5135.768555
	Iteration 39Q: 3 clusters Score -3524842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3524839.750000 Penalty: 5135.768555
	Iteration 40F: 3 clusters Score -3524840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3524843.750000 Penalty: 5135.768555
	Iteration 41Q: 3 clusters Score -3524844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3524843.250000 Penalty: 5135.768555
	Iteration 42Q: 3 clusters Score -3524843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3524842.500000 Penalty: 5135.768555
	Iteration 43Q: 3 clusters Score -3524842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3524846.500000 Penalty: 5135.768555
	Iteration 44Q: 3 clusters Score -3524846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3524847.750000 Penalty: 5135.768555
	Iteration 45Q: 3 clusters Score -3524848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -3524845.250000 Penalty: 5135.768555
	Iteration 46Q: 3 clusters Score -3524845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -3524843.250000 Penalty: 5135.768555
	Iteration 47Q: 3 clusters Score -3524843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -3524842.750000 Penalty: 5135.768555
	Iteration 48Q: 3 clusters Score -3524843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3524841.250000 Penalty: 5135.768555
	Iteration 49Q: 3 clusters Score -3524841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3524838.750000 Penalty: 5135.768555
	Iteration 50Q: 3 clusters Score -3524839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3524840.750000 Penalty: 5135.768555
	Iteration 51Q: 3 clusters Score -3524841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -3524842.250000 Penalty: 5135.768555
	Iteration 52Q: 3 clusters Score -3524842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3524842.000000 Penalty: 5135.768555
	Iteration 53Q: 3 clusters Score -3524842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3524844.000000 Penalty: 5135.768555
	Iteration 54Q: 3 clusters Score -3524844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3524843.500000 Penalty: 5135.768555
	Iteration 55Q: 3 clusters Score -3524844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3524843.500000 Penalty: 5135.768555
	Iteration 56F: 3 clusters Score -3524844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 65663 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 5490 members 
Entering Unmasked Estep 
Score: -225821936.000000 Penalty: 93594.210938
Splitting cluster 9 changes total score from -225801968.000000 to -225821936.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (40713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Entering Unmasked Estep 
Score: -4708801.000000 Penalty: 2632.347168
	Iteration 0F: 2 clusters Score -4708801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4681298.500000 Penalty: 5264.694336
	Iteration 0F: 3 clusters Score -4681298 nChanged 18724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4691832.000000 Penalty: 5264.694336
	Iteration 1F: 3 clusters Score -4691832 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -4692535.500000 Penalty: 5264.694336
	Iteration 2Q: 3 clusters Score -4692536 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4693280.500000 Penalty: 5264.694336
	Iteration 3Q: 3 clusters Score -4693280 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4694139.500000 Penalty: 5264.694336
	Iteration 4Q: 3 clusters Score -4694140 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4695017.500000 Penalty: 5264.694336
	Iteration 5Q: 3 clusters Score -4695018 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4695845.000000 Penalty: 5264.694336
	Iteration 6Q: 3 clusters Score -4695845 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4696618.500000 Penalty: 5264.694336
	Iteration 7Q: 3 clusters Score -4696618 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4697291.000000 Penalty: 5264.694336
	Iteration 8Q: 3 clusters Score -4697291 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4697830.500000 Penalty: 5264.694336
	Iteration 9Q: 3 clusters Score -4697830 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4698287.000000 Penalty: 5264.694336
	Iteration 10Q: 3 clusters Score -4698287 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4698587.500000 Penalty: 5264.694336
	Iteration 11Q: 3 clusters Score -4698588 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4698843.000000 Penalty: 5264.694336
	Iteration 12Q: 3 clusters Score -4698843 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4699044.500000 Penalty: 5264.694336
	Iteration 13Q: 3 clusters Score -4699044 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4699211.000000 Penalty: 5264.694336
	Iteration 14Q: 3 clusters Score -4699211 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -4699374.500000 Penalty: 5264.694336
	Iteration 15Q: 3 clusters Score -4699374 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4699550.000000 Penalty: 5264.694336
	Iteration 16Q: 3 clusters Score -4699550 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4699804.000000 Penalty: 5264.694336
	Iteration 17Q: 3 clusters Score -4699804 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4700046.000000 Penalty: 5264.694336
	Iteration 18Q: 3 clusters Score -4700046 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4700342.000000 Penalty: 5264.694336
	Iteration 19Q: 3 clusters Score -4700342 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -4700569.500000 Penalty: 5264.694336
	Iteration 20F: 3 clusters Score -4700570 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4700741.500000 Penalty: 5264.694336
	Iteration 21Q: 3 clusters Score -4700742 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4700883.000000 Penalty: 5264.694336
	Iteration 22Q: 3 clusters Score -4700883 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4701003.500000 Penalty: 5264.694336
	Iteration 23Q: 3 clusters Score -4701004 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4701122.000000 Penalty: 5264.694336
	Iteration 24Q: 3 clusters Score -4701122 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4701229.000000 Penalty: 5264.694336
	Iteration 25Q: 3 clusters Score -4701229 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -4701328.500000 Penalty: 5264.694336
	Iteration 26Q: 3 clusters Score -4701328 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -4701466.000000 Penalty: 5264.694336
	Iteration 27Q: 3 clusters Score -4701466 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4701617.500000 Penalty: 5264.694336
	Iteration 28Q: 3 clusters Score -4701618 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -4701779.500000 Penalty: 5264.694336
	Iteration 29Q: 3 clusters Score -4701780 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4702037.000000 Penalty: 5264.694336
	Iteration 30Q: 3 clusters Score -4702037 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4702359.500000 Penalty: 5264.694336
	Iteration 31Q: 3 clusters Score -4702360 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4702789.500000 Penalty: 5264.694336
	Iteration 32Q: 3 clusters Score -4702790 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -4703269.500000 Penalty: 5264.694336
	Iteration 33Q: 3 clusters Score -4703270 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -4703882.000000 Penalty: 5264.694336
	Iteration 34Q: 3 clusters Score -4703882 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -4704563.000000 Penalty: 5264.694336
	Iteration 35Q: 3 clusters Score -4704563 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -4705280.500000 Penalty: 5264.694336
	Iteration 36Q: 3 clusters Score -4705280 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4706047.000000 Penalty: 5264.694336
	Iteration 37Q: 3 clusters Score -4706047 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4706723.500000 Penalty: 5264.694336
	Iteration 38Q: 3 clusters Score -4706724 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -4707213.000000 Penalty: 5264.694336
	Iteration 39Q: 3 clusters Score -4707213 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -4707653.000000 Penalty: 5264.694336
	Iteration 40F: 3 clusters Score -4707653 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4707931.000000 Penalty: 5264.694336
	Iteration 41Q: 3 clusters Score -4707931 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -4708142.000000 Penalty: 5264.694336
	Iteration 42Q: 3 clusters Score -4708142 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4708317.000000 Penalty: 5264.694336
	Iteration 43Q: 3 clusters Score -4708317 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4708399.000000 Penalty: 5264.694336
	Iteration 44Q: 3 clusters Score -4708399 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -4708449.000000 Penalty: 5264.694336
	Iteration 45Q: 3 clusters Score -4708449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -4708472.000000 Penalty: 5264.694336
	Iteration 46Q: 3 clusters Score -4708472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -4708495.000000 Penalty: 5264.694336
	Iteration 47Q: 3 clusters Score -4708495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -4708523.500000 Penalty: 5264.694336
	Iteration 48Q: 3 clusters Score -4708524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -4708549.500000 Penalty: 5264.694336
	Iteration 49Q: 3 clusters Score -4708550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -4708555.000000 Penalty: 5264.694336
	Iteration 50Q: 3 clusters Score -4708555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -4708567.000000 Penalty: 5264.694336
	Iteration 51Q: 3 clusters Score -4708567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -4708569.000000 Penalty: 5264.694336
	Iteration 52Q: 3 clusters Score -4708569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -4708570.000000 Penalty: 5264.694336
	Iteration 53Q: 3 clusters Score -4708570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4708572.500000 Penalty: 5264.694336
	Iteration 54Q: 3 clusters Score -4708572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -4708573.500000 Penalty: 5264.694336
	Iteration 55Q: 3 clusters Score -4708574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -4708567.000000 Penalty: 5264.694336
	Iteration 56Q: 3 clusters Score -4708567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -4708573.500000 Penalty: 5264.694336
	Iteration 57Q: 3 clusters Score -4708574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -4708573.000000 Penalty: 5264.694336
	Iteration 58Q: 3 clusters Score -4708573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4708568.000000 Penalty: 5264.694336
	Iteration 59Q: 3 clusters Score -4708568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -4708573.500000 Penalty: 5264.694336
	Iteration 60F: 3 clusters Score -4708574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4708575.500000 Penalty: 5264.694336
	Iteration 61Q: 3 clusters Score -4708576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -4708575.500000 Penalty: 5264.694336
	Iteration 62F: 3 clusters Score -4708576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65663 members 
Entering Unmasked Estep 
Score: -7090797.000000 Penalty: 2750.888184
	Iteration 0F: 2 clusters Score -7090797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -7046600.500000 Penalty: 5501.776367
	Iteration 0F: 3 clusters Score -7046600 nChanged 30749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -7066369.500000 Penalty: 5501.776367
	Iteration 1F: 3 clusters Score -7066370 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7070093.000000 Penalty: 5501.776367
	Iteration 2F: 3 clusters Score -7070093 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -7074212.500000 Penalty: 5501.776367
	Iteration 3F: 3 clusters Score -7074212 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -7077625.000000 Penalty: 5501.776367
	Iteration 4F: 3 clusters Score -7077625 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -7080199.000000 Penalty: 5501.776367
	Iteration 5F: 3 clusters Score -7080199 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -7082340.500000 Penalty: 5501.776367
	Iteration 6F: 3 clusters Score -7082340 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -7083889.500000 Penalty: 5501.776367
	Iteration 7Q: 3 clusters Score -7083890 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -7084942.500000 Penalty: 5501.776367
	Iteration 8Q: 3 clusters Score -7084942 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -7085620.500000 Penalty: 5501.776367
	Iteration 9Q: 3 clusters Score -7085620 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -7086103.500000 Penalty: 5501.776367
	Iteration 10Q: 3 clusters Score -7086104 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -7086467.000000 Penalty: 5501.776367
	Iteration 11Q: 3 clusters Score -7086467 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -7086860.000000 Penalty: 5501.776367
	Iteration 12Q: 3 clusters Score -7086860 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -7087104.500000 Penalty: 5501.776367
	Iteration 13Q: 3 clusters Score -7087104 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -7087414.000000 Penalty: 5501.776367
	Iteration 14Q: 3 clusters Score -7087414 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -7087770.000000 Penalty: 5501.776367
	Iteration 15Q: 3 clusters Score -7087770 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -7088147.000000 Penalty: 5501.776367
	Iteration 16Q: 3 clusters Score -7088147 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -7088501.500000 Penalty: 5501.776367
	Iteration 17Q: 3 clusters Score -7088502 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -7088847.000000 Penalty: 5501.776367
	Iteration 18Q: 3 clusters Score -7088847 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -7089114.000000 Penalty: 5501.776367
	Iteration 19Q: 3 clusters Score -7089114 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -7089369.000000 Penalty: 5501.776367
	Iteration 20F: 3 clusters Score -7089369 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -7089640.500000 Penalty: 5501.776367
	Iteration 21Q: 3 clusters Score -7089640 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -7089865.000000 Penalty: 5501.776367
	Iteration 22Q: 3 clusters Score -7089865 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7090063.500000 Penalty: 5501.776367
	Iteration 23Q: 3 clusters Score -7090064 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -7090236.500000 Penalty: 5501.776367
	Iteration 24Q: 3 clusters Score -7090236 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -7090390.500000 Penalty: 5501.776367
	Iteration 25Q: 3 clusters Score -7090390 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -7090505.500000 Penalty: 5501.776367
	Iteration 26Q: 3 clusters Score -7090506 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7090582.500000 Penalty: 5501.776367
	Iteration 27Q: 3 clusters Score -7090582 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7090640.000000 Penalty: 5501.776367
	Iteration 28Q: 3 clusters Score -7090640 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7090683.000000 Penalty: 5501.776367
	Iteration 29Q: 3 clusters Score -7090683 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7090744.000000 Penalty: 5501.776367
	Iteration 30Q: 3 clusters Score -7090744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7090796.000000 Penalty: 5501.776367
	Iteration 31Q: 3 clusters Score -7090796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61621 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7090793.500000 Penalty: 5501.776367
	Iteration 32Q: 3 clusters Score -7090794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7090827.000000 Penalty: 5501.776367
	Iteration 33Q: 3 clusters Score -7090827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7090848.000000 Penalty: 5501.776367
	Iteration 34Q: 3 clusters Score -7090848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61842 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7090834.500000 Penalty: 5501.776367
	Iteration 35Q: 3 clusters Score -7090834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7090848.500000 Penalty: 5501.776367
	Iteration 36Q: 3 clusters Score -7090848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7090855.500000 Penalty: 5501.776367
	Iteration 37Q: 3 clusters Score -7090856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7090852.000000 Penalty: 5501.776367
	Iteration 38Q: 3 clusters Score -7090852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7090848.500000 Penalty: 5501.776367
	Iteration 39Q: 3 clusters Score -7090848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7090863.500000 Penalty: 5501.776367
	Iteration 40F: 3 clusters Score -7090864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7090862.000000 Penalty: 5501.776367
	Iteration 41Q: 3 clusters Score -7090862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62070 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7090870.500000 Penalty: 5501.776367
	Iteration 42Q: 3 clusters Score -7090870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7090878.000000 Penalty: 5501.776367
	Iteration 43Q: 3 clusters Score -7090878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7090876.000000 Penalty: 5501.776367
	Iteration 44Q: 3 clusters Score -7090876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7090875.500000 Penalty: 5501.776367
	Iteration 45Q: 3 clusters Score -7090876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62168 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7090891.000000 Penalty: 5501.776367
	Iteration 46Q: 3 clusters Score -7090891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7090891.500000 Penalty: 5501.776367
	Iteration 47Q: 3 clusters Score -7090892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7090890.000000 Penalty: 5501.776367
	Iteration 48Q: 3 clusters Score -7090890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7090894.500000 Penalty: 5501.776367
	Iteration 49Q: 3 clusters Score -7090894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7090897.500000 Penalty: 5501.776367
	Iteration 50Q: 3 clusters Score -7090898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7090897.500000 Penalty: 5501.776367
	Iteration 51F: 3 clusters Score -7090898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 62190 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 3473 members 
Entering Unmasked Estep 
Score: -225821568.000000 Penalty: 97193.984375
Splitting cluster 12 changes total score from -225801968.000000 to -225821568.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (53006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Entering Unmasked Estep 
Score: -5885314.500000 Penalty: 2697.783691
	Iteration 0F: 2 clusters Score -5885314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -5849711.500000 Penalty: 5395.567383
	Iteration 0F: 3 clusters Score -5849712 nChanged 24714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5864617.500000 Penalty: 5395.567383
	Iteration 1F: 3 clusters Score -5864618 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -5866631.500000 Penalty: 5395.567383
	Iteration 2F: 3 clusters Score -5866632 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -5868969.000000 Penalty: 5395.567383
	Iteration 3F: 3 clusters Score -5868969 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -5871692.500000 Penalty: 5395.567383
	Iteration 4F: 3 clusters Score -5871692 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -5874439.000000 Penalty: 5395.567383
	Iteration 5F: 3 clusters Score -5874439 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5877076.500000 Penalty: 5395.567383
	Iteration 6F: 3 clusters Score -5877076 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -5879553.000000 Penalty: 5395.567383
	Iteration 7F: 3 clusters Score -5879553 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -5881944.500000 Penalty: 5395.567383
	Iteration 8F: 3 clusters Score -5881944 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -5884039.500000 Penalty: 5395.567383
	Iteration 9Q: 3 clusters Score -5884040 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -5885514.500000 Penalty: 5395.567383
	Iteration 10Q: 3 clusters Score -5885514 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -5886567.500000 Penalty: 5395.567383
	Iteration 11Q: 3 clusters Score -5886568 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -5887266.000000 Penalty: 5395.567383
	Iteration 12Q: 3 clusters Score -5887266 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -5887663.500000 Penalty: 5395.567383
	Iteration 13Q: 3 clusters Score -5887664 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -5887858.500000 Penalty: 5395.567383
	Iteration 14Q: 3 clusters Score -5887858 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -5887941.500000 Penalty: 5395.567383
	Iteration 15Q: 3 clusters Score -5887942 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -5887990.000000 Penalty: 5395.567383
	Iteration 16Q: 3 clusters Score -5887990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -5888013.500000 Penalty: 5395.567383
	Iteration 17Q: 3 clusters Score -5888014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -5888026.000000 Penalty: 5395.567383
	Iteration 18Q: 3 clusters Score -5888026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -5888027.000000 Penalty: 5395.567383
	Iteration 19Q: 3 clusters Score -5888027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -5889064.500000 Penalty: 5395.567383
	Iteration 20F: 3 clusters Score -5889064 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -5890063.000000 Penalty: 5395.567383
	Iteration 21Q: 3 clusters Score -5890063 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -5890468.000000 Penalty: 5395.567383
	Iteration 22Q: 3 clusters Score -5890468 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -5890656.500000 Penalty: 5395.567383
	Iteration 23Q: 3 clusters Score -5890656 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -5890768.000000 Penalty: 5395.567383
	Iteration 24Q: 3 clusters Score -5890768 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -5890807.500000 Penalty: 5395.567383
	Iteration 25Q: 3 clusters Score -5890808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -5890842.000000 Penalty: 5395.567383
	Iteration 26Q: 3 clusters Score -5890842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -5890839.500000 Penalty: 5395.567383
	Iteration 27Q: 3 clusters Score -5890840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -5890853.000000 Penalty: 5395.567383
	Iteration 28Q: 3 clusters Score -5890853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -5890863.000000 Penalty: 5395.567383
	Iteration 29Q: 3 clusters Score -5890863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -5890854.500000 Penalty: 5395.567383
	Iteration 30Q: 3 clusters Score -5890854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -5890863.500000 Penalty: 5395.567383
	Iteration 31Q: 3 clusters Score -5890864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -5890861.500000 Penalty: 5395.567383
	Iteration 32Q: 3 clusters Score -5890862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -5890862.000000 Penalty: 5395.567383
	Iteration 33Q: 3 clusters Score -5890862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -5890866.500000 Penalty: 5395.567383
	Iteration 34Q: 3 clusters Score -5890866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -5890909.500000 Penalty: 5395.567383
	Iteration 35F: 3 clusters Score -5890910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -5890945.000000 Penalty: 5395.567383
	Iteration 36Q: 3 clusters Score -5890945 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -5891022.000000 Penalty: 5395.567383
	Iteration 37Q: 3 clusters Score -5891022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -5891111.000000 Penalty: 5395.567383
	Iteration 38Q: 3 clusters Score -5891111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -5891167.000000 Penalty: 5395.567383
	Iteration 39Q: 3 clusters Score -5891167 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -5891234.500000 Penalty: 5395.567383
	Iteration 40F: 3 clusters Score -5891234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -5891307.500000 Penalty: 5395.567383
	Iteration 41Q: 3 clusters Score -5891308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -5891356.000000 Penalty: 5395.567383
	Iteration 42Q: 3 clusters Score -5891356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -5891370.000000 Penalty: 5395.567383
	Iteration 43Q: 3 clusters Score -5891370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -5891364.500000 Penalty: 5395.567383
	Iteration 44Q: 3 clusters Score -5891364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -5891367.000000 Penalty: 5395.567383
	Iteration 45Q: 3 clusters Score -5891367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -5891367.000000 Penalty: 5395.567383
	Iteration 46Q: 3 clusters Score -5891367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -5891367.000000 Penalty: 5395.567383
	Iteration 47Q: 3 clusters Score -5891367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5891370.000000 Penalty: 5395.567383
	Iteration 48Q: 3 clusters Score -5891370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5891370.000000 Penalty: 5395.567383
	Iteration 49F: 3 clusters Score -5891370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 62190 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 141973 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 49849 members 
Entering Unmasked Estep 
Score: -225820688.000000 Penalty: 100793.765625
Splitting cluster 13 changes total score from -225801968.000000 to -225820688.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 14 (83610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Entering Unmasked Estep 
Score: -9832415.000000 Penalty: 2810.811768
	Iteration 0F: 2 clusters Score -9832415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -9776286.000000 Penalty: 5621.623535
	Iteration 0F: 3 clusters Score -9776286 nChanged 39526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -9798513.000000 Penalty: 5621.623535
	Iteration 1F: 3 clusters Score -9798513 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -9799390.000000 Penalty: 5621.623535
	Iteration 2Q: 3 clusters Score -9799390 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -9800438.000000 Penalty: 5621.623535
	Iteration 3Q: 3 clusters Score -9800438 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -9801990.000000 Penalty: 5621.623535
	Iteration 4Q: 3 clusters Score -9801990 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -9804271.000000 Penalty: 5621.623535
	Iteration 5F: 3 clusters Score -9804271 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -9807570.000000 Penalty: 5621.623535
	Iteration 6F: 3 clusters Score -9807570 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -9811553.000000 Penalty: 5621.623535
	Iteration 7F: 3 clusters Score -9811553 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -9815839.000000 Penalty: 5621.623535
	Iteration 8F: 3 clusters Score -9815839 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -9819731.000000 Penalty: 5621.623535
	Iteration 9F: 3 clusters Score -9819731 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70680 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -9822868.000000 Penalty: 5621.623535
	Iteration 10F: 3 clusters Score -9822868 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -9825271.000000 Penalty: 5621.623535
	Iteration 11Q: 3 clusters Score -9825271 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -9827092.000000 Penalty: 5621.623535
	Iteration 12Q: 3 clusters Score -9827092 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -9828381.000000 Penalty: 5621.623535
	Iteration 13Q: 3 clusters Score -9828381 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9829143.000000 Penalty: 5621.623535
	Iteration 14Q: 3 clusters Score -9829143 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -9829628.000000 Penalty: 5621.623535
	Iteration 15Q: 3 clusters Score -9829628 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81081 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9829938.000000 Penalty: 5621.623535
	Iteration 16Q: 3 clusters Score -9829938 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81483 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9830151.000000 Penalty: 5621.623535
	Iteration 17Q: 3 clusters Score -9830151 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9830239.000000 Penalty: 5621.623535
	Iteration 18Q: 3 clusters Score -9830239 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9830338.000000 Penalty: 5621.623535
	Iteration 19Q: 3 clusters Score -9830338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9830383.000000 Penalty: 5621.623535
	Iteration 20F: 3 clusters Score -9830383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9830423.000000 Penalty: 5621.623535
	Iteration 21Q: 3 clusters Score -9830423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9830454.000000 Penalty: 5621.623535
	Iteration 22Q: 3 clusters Score -9830454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9830465.000000 Penalty: 5621.623535
	Iteration 23Q: 3 clusters Score -9830465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9830499.000000 Penalty: 5621.623535
	Iteration 24Q: 3 clusters Score -9830499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9830524.000000 Penalty: 5621.623535
	Iteration 25Q: 3 clusters Score -9830524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9830522.000000 Penalty: 5621.623535
	Iteration 26Q: 3 clusters Score -9830522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9830538.000000 Penalty: 5621.623535
	Iteration 27Q: 3 clusters Score -9830538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9830548.000000 Penalty: 5621.623535
	Iteration 28Q: 3 clusters Score -9830548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9830555.000000 Penalty: 5621.623535
	Iteration 29Q: 3 clusters Score -9830555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9830561.000000 Penalty: 5621.623535
	Iteration 30Q: 3 clusters Score -9830561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9830562.000000 Penalty: 5621.623535
	Iteration 31Q: 3 clusters Score -9830562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9830558.000000 Penalty: 5621.623535
	Iteration 32Q: 3 clusters Score -9830558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9830557.000000 Penalty: 5621.623535
	Iteration 33Q: 3 clusters Score -9830557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9830553.000000 Penalty: 5621.623535
	Iteration 34Q: 3 clusters Score -9830553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9830573.000000 Penalty: 5621.623535
	Iteration 35Q: 3 clusters Score -9830573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82375 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9830573.000000 Penalty: 5621.623535
	Iteration 36Q: 3 clusters Score -9830573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9830568.000000 Penalty: 5621.623535
	Iteration 37Q: 3 clusters Score -9830568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9830576.000000 Penalty: 5621.623535
	Iteration 38Q: 3 clusters Score -9830576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9830570.000000 Penalty: 5621.623535
	Iteration 39Q: 3 clusters Score -9830570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9830568.000000 Penalty: 5621.623535
	Iteration 40F: 3 clusters Score -9830568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9830573.000000 Penalty: 5621.623535
	Iteration 41Q: 3 clusters Score -9830573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9830573.000000 Penalty: 5621.623535
	Iteration 42Q: 3 clusters Score -9830573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9830580.000000 Penalty: 5621.623535
	Iteration 43Q: 3 clusters Score -9830580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9830577.000000 Penalty: 5621.623535
	Iteration 44Q: 3 clusters Score -9830577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9830580.000000 Penalty: 5621.623535
	Iteration 45Q: 3 clusters Score -9830580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9830575.000000 Penalty: 5621.623535
	Iteration 46Q: 3 clusters Score -9830575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9830575.000000 Penalty: 5621.623535
	Iteration 47F: 3 clusters Score -9830575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (141973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141973 members 
Entering Unmasked Estep 
Score: -16520238.000000 Penalty: 2942.121094
	Iteration 0F: 2 clusters Score -1.652024e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 71070 members 
Entering Unmasked Estep 
Score: -16424855.000000 Penalty: 5884.242188
	Iteration 0F: 3 clusters Score -1.642486e+07 nChanged 68223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -16464687.000000 Penalty: 5884.242188
	Iteration 1F: 3 clusters Score -1.646469e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -16466939.000000 Penalty: 5884.242188
	Iteration 2Q: 3 clusters Score -1.646694e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -16470557.000000 Penalty: 5884.242188
	Iteration 3Q: 3 clusters Score -1.647056e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -16475379.000000 Penalty: 5884.242188
	Iteration 4F: 3 clusters Score -1.647538e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 68145 members 
Entering Unmasked Estep 
Score: -16480602.000000 Penalty: 5884.242188
	Iteration 5F: 3 clusters Score -1.64806e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77139 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -16485743.000000 Penalty: 5884.242188
	Iteration 6F: 3 clusters Score -1.648574e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -16490787.000000 Penalty: 5884.242188
	Iteration 7F: 3 clusters Score -1.649079e+07 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -16496117.000000 Penalty: 5884.242188
	Iteration 8F: 3 clusters Score -1.649612e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -16501506.000000 Penalty: 5884.242188
	Iteration 9F: 3 clusters Score -1.650151e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -16505960.000000 Penalty: 5884.242188
	Iteration 10Q: 3 clusters Score -1.650596e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96693 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -16508876.000000 Penalty: 5884.242188
	Iteration 11Q: 3 clusters Score -1.650888e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -16510754.000000 Penalty: 5884.242188
	Iteration 12Q: 3 clusters Score -1.651075e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -16512200.000000 Penalty: 5884.242188
	Iteration 13Q: 3 clusters Score -1.65122e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104799 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -16513252.000000 Penalty: 5884.242188
	Iteration 14Q: 3 clusters Score -1.651325e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -16514177.000000 Penalty: 5884.242188
	Iteration 15Q: 3 clusters Score -1.651418e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -16514902.000000 Penalty: 5884.242188
	Iteration 16Q: 3 clusters Score -1.65149e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111371 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -16515627.000000 Penalty: 5884.242188
	Iteration 17Q: 3 clusters Score -1.651563e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113376 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -16516280.000000 Penalty: 5884.242188
	Iteration 18Q: 3 clusters Score -1.651628e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -16516939.000000 Penalty: 5884.242188
	Iteration 19Q: 3 clusters Score -1.651694e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -16517587.000000 Penalty: 5884.242188
	Iteration 20F: 3 clusters Score -1.651759e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -16518371.000000 Penalty: 5884.242188
	Iteration 21Q: 3 clusters Score -1.651837e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120657 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -16518979.000000 Penalty: 5884.242188
	Iteration 22Q: 3 clusters Score -1.651898e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122323 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -16519639.000000 Penalty: 5884.242188
	Iteration 23Q: 3 clusters Score -1.651964e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123877 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -16520302.000000 Penalty: 5884.242188
	Iteration 24Q: 3 clusters Score -1.65203e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -16520825.000000 Penalty: 5884.242188
	Iteration 25Q: 3 clusters Score -1.652082e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126726 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -16521361.000000 Penalty: 5884.242188
	Iteration 26Q: 3 clusters Score -1.652136e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127946 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -16521855.000000 Penalty: 5884.242188
	Iteration 27Q: 3 clusters Score -1.652186e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129089 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -16522342.000000 Penalty: 5884.242188
	Iteration 28Q: 3 clusters Score -1.652234e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130119 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -16522934.000000 Penalty: 5884.242188
	Iteration 29Q: 3 clusters Score -1.652293e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131030 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -16523521.000000 Penalty: 5884.242188
	Iteration 30Q: 3 clusters Score -1.652352e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131818 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -16524266.000000 Penalty: 5884.242188
	Iteration 31Q: 3 clusters Score -1.652427e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132439 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -16524936.000000 Penalty: 5884.242188
	Iteration 32Q: 3 clusters Score -1.652494e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132822 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -16525292.000000 Penalty: 5884.242188
	Iteration 33Q: 3 clusters Score -1.652529e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133086 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -16525519.000000 Penalty: 5884.242188
	Iteration 34Q: 3 clusters Score -1.652552e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133201 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -16525586.000000 Penalty: 5884.242188
	Iteration 35Q: 3 clusters Score -1.652559e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133271 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -16525618.000000 Penalty: 5884.242188
	Iteration 36Q: 3 clusters Score -1.652562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133302 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -16525635.000000 Penalty: 5884.242188
	Iteration 37Q: 3 clusters Score -1.652564e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133314 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -16525622.000000 Penalty: 5884.242188
	Iteration 38Q: 3 clusters Score -1.652562e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133310 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -16525632.000000 Penalty: 5884.242188
	Iteration 39Q: 3 clusters Score -1.652563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133301 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -16525670.000000 Penalty: 5884.242188
	Iteration 40F: 3 clusters Score -1.652567e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133283 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -16525645.000000 Penalty: 5884.242188
	Iteration 41Q: 3 clusters Score -1.652564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133260 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -16525657.000000 Penalty: 5884.242188
	Iteration 42Q: 3 clusters Score -1.652566e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133233 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -16525651.000000 Penalty: 5884.242188
	Iteration 43Q: 3 clusters Score -1.652565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133223 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -16525648.000000 Penalty: 5884.242188
	Iteration 44Q: 3 clusters Score -1.652565e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133213 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -16525668.000000 Penalty: 5884.242188
	Iteration 45Q: 3 clusters Score -1.652567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133195 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -16525687.000000 Penalty: 5884.242188
	Iteration 46Q: 3 clusters Score -1.652569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133174 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -16525667.000000 Penalty: 5884.242188
	Iteration 47Q: 3 clusters Score -1.652567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133155 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -16525654.000000 Penalty: 5884.242188
	Iteration 48Q: 3 clusters Score -1.652565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133140 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -16525665.000000 Penalty: 5884.242188
	Iteration 49Q: 3 clusters Score -1.652566e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133125 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -16525666.000000 Penalty: 5884.242188
	Iteration 50Q: 3 clusters Score -1.652567e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133109 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -16525658.000000 Penalty: 5884.242188
	Iteration 51Q: 3 clusters Score -1.652566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133097 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -16525661.000000 Penalty: 5884.242188
	Iteration 52Q: 3 clusters Score -1.652566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133087 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -16525654.000000 Penalty: 5884.242188
	Iteration 53Q: 3 clusters Score -1.652565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133076 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -16525652.000000 Penalty: 5884.242188
	Iteration 54Q: 3 clusters Score -1.652565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133068 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -16525656.000000 Penalty: 5884.242188
	Iteration 55Q: 3 clusters Score -1.652566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133060 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -16525636.000000 Penalty: 5884.242188
	Iteration 56Q: 3 clusters Score -1.652564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133057 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -16525644.000000 Penalty: 5884.242188
	Iteration 57Q: 3 clusters Score -1.652564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133054 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -16525640.000000 Penalty: 5884.242188
	Iteration 58Q: 3 clusters Score -1.652564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133053 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -16525639.000000 Penalty: 5884.242188
	Iteration 59Q: 3 clusters Score -1.652564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133053 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -16525640.000000 Penalty: 5884.242188
	Iteration 60F: 3 clusters Score -1.652564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133047 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -16525636.000000 Penalty: 5884.242188
	Iteration 61Q: 3 clusters Score -1.652564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133041 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -16525633.000000 Penalty: 5884.242188
	Iteration 62Q: 3 clusters Score -1.652563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -16525627.000000 Penalty: 5884.242188
	Iteration 63Q: 3 clusters Score -1.652563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133029 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -16525620.000000 Penalty: 5884.242188
	Iteration 64Q: 3 clusters Score -1.652562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133025 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -16525623.000000 Penalty: 5884.242188
	Iteration 65Q: 3 clusters Score -1.652562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133020 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -16525608.000000 Penalty: 5884.242188
	Iteration 66Q: 3 clusters Score -1.652561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133017 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -16525618.000000 Penalty: 5884.242188
	Iteration 67Q: 3 clusters Score -1.652562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -16525613.000000 Penalty: 5884.242188
	Iteration 68Q: 3 clusters Score -1.652561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133009 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -16525622.000000 Penalty: 5884.242188
	Iteration 69Q: 3 clusters Score -1.652562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -16525632.000000 Penalty: 5884.242188
	Iteration 70Q: 3 clusters Score -1.652563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132993 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -16525638.000000 Penalty: 5884.242188
	Iteration 71Q: 3 clusters Score -1.652564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -16525622.000000 Penalty: 5884.242188
	Iteration 72Q: 3 clusters Score -1.652562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132979 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -16525625.000000 Penalty: 5884.242188
	Iteration 73Q: 3 clusters Score -1.652562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132977 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -16525629.000000 Penalty: 5884.242188
	Iteration 74Q: 3 clusters Score -1.652563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132974 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -16525634.000000 Penalty: 5884.242188
	Iteration 75Q: 3 clusters Score -1.652563e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -16525625.000000 Penalty: 5884.242188
	Iteration 76Q: 3 clusters Score -1.652562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132962 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -16525635.000000 Penalty: 5884.242188
	Iteration 77Q: 3 clusters Score -1.652564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132951 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -16525634.000000 Penalty: 5884.242188
	Iteration 78Q: 3 clusters Score -1.652563e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132940 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -16525634.000000 Penalty: 5884.242188
	Iteration 79Q: 3 clusters Score -1.652563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132935 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -16525649.000000 Penalty: 5884.242188
	Iteration 80F: 3 clusters Score -1.652565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -16525650.000000 Penalty: 5884.242188
	Iteration 81Q: 3 clusters Score -1.652565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132931 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -16525652.000000 Penalty: 5884.242188
	Iteration 82Q: 3 clusters Score -1.652565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132932 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -16525650.000000 Penalty: 5884.242188
	Iteration 83Q: 3 clusters Score -1.652565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132929 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -16525644.000000 Penalty: 5884.242188
	Iteration 84Q: 3 clusters Score -1.652564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132924 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -16525635.000000 Penalty: 5884.242188
	Iteration 85Q: 3 clusters Score -1.652564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132918 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -16525638.000000 Penalty: 5884.242188
	Iteration 86Q: 3 clusters Score -1.652564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132912 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -16525639.000000 Penalty: 5884.242188
	Iteration 87Q: 3 clusters Score -1.652564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132907 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -16525641.000000 Penalty: 5884.242188
	Iteration 88Q: 3 clusters Score -1.652564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132907 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -16525631.000000 Penalty: 5884.242188
	Iteration 89Q: 3 clusters Score -1.652563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132903 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -16525621.000000 Penalty: 5884.242188
	Iteration 90Q: 3 clusters Score -1.652562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -16525633.000000 Penalty: 5884.242188
	Iteration 91Q: 3 clusters Score -1.652563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -16525633.000000 Penalty: 5884.242188
	Iteration 92F: 3 clusters Score -1.652563e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 62190 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 132896 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 17389 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 49849 members 
Mstep: Class 29 contains 9077 members 
Entering Unmasked Estep 
Score: -225824960.000000 Penalty: 104393.539062
Splitting cluster 15 changes total score from -225801968.000000 to -225824960.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (194800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194800 members 
Entering Unmasked Estep 
Score: -22649704.000000 Penalty: 3020.572754
	Iteration 0F: 2 clusters Score -2.26497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -22524524.000000 Penalty: 6041.145508
	Iteration 0F: 3 clusters Score -2.252452e+07 nChanged 93597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96204 members 
Mstep: Class 2 contains 98596 members 
Entering Unmasked Estep 
Score: -22580024.000000 Penalty: 6041.145508
	Iteration 1F: 3 clusters Score -2.258002e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 99696 members 
Entering Unmasked Estep 
Score: -22581660.000000 Penalty: 6041.145508
	Iteration 2Q: 3 clusters Score -2.258166e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93370 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -22583848.000000 Penalty: 6041.145508
	Iteration 3Q: 3 clusters Score -2.258385e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90708 members 
Mstep: Class 2 contains 104092 members 
Entering Unmasked Estep 
Score: -22586620.000000 Penalty: 6041.145508
	Iteration 4Q: 3 clusters Score -2.258662e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -22589876.000000 Penalty: 6041.145508
	Iteration 5Q: 3 clusters Score -2.258988e+07 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82084 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -22594066.000000 Penalty: 6041.145508
	Iteration 6F: 3 clusters Score -2.259407e+07 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76051 members 
Mstep: Class 2 contains 118749 members 
Entering Unmasked Estep 
Score: -22598222.000000 Penalty: 6041.145508
	Iteration 7F: 3 clusters Score -2.259822e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 126246 members 
Entering Unmasked Estep 
Score: -22602702.000000 Penalty: 6041.145508
	Iteration 8F: 3 clusters Score -2.26027e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 135174 members 
Entering Unmasked Estep 
Score: -22608274.000000 Penalty: 6041.145508
	Iteration 9F: 3 clusters Score -2.260827e+07 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -22614518.000000 Penalty: 6041.145508
	Iteration 10F: 3 clusters Score -2.261452e+07 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 156642 members 
Entering Unmasked Estep 
Score: -22622464.000000 Penalty: 6041.145508
	Iteration 11F: 3 clusters Score -2.262246e+07 nChanged 11274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 167902 members 
Entering Unmasked Estep 
Score: -22630206.000000 Penalty: 6041.145508
	Iteration 12F: 3 clusters Score -2.263021e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 177792 members 
Entering Unmasked Estep 
Score: -22637134.000000 Penalty: 6041.145508
	Iteration 13F: 3 clusters Score -2.263713e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 184976 members 
Entering Unmasked Estep 
Score: -22641712.000000 Penalty: 6041.145508
	Iteration 14Q: 3 clusters Score -2.264171e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 189266 members 
Entering Unmasked Estep 
Score: -22644384.000000 Penalty: 6041.145508
	Iteration 15Q: 3 clusters Score -2.264438e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 191534 members 
Entering Unmasked Estep 
Score: -22645824.000000 Penalty: 6041.145508
	Iteration 16Q: 3 clusters Score -2.264582e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 192658 members 
Entering Unmasked Estep 
Score: -22646384.000000 Penalty: 6041.145508
	Iteration 17Q: 3 clusters Score -2.264638e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 193232 members 
Entering Unmasked Estep 
Score: -22646752.000000 Penalty: 6041.145508
	Iteration 18Q: 3 clusters Score -2.264675e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 193539 members 
Entering Unmasked Estep 
Score: -22646946.000000 Penalty: 6041.145508
	Iteration 19Q: 3 clusters Score -2.264695e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 193702 members 
Entering Unmasked Estep 
Score: -22647122.000000 Penalty: 6041.145508
	Iteration 20F: 3 clusters Score -2.264712e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 193827 members 
Entering Unmasked Estep 
Score: -22647220.000000 Penalty: 6041.145508
	Iteration 21Q: 3 clusters Score -2.264722e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 193889 members 
Entering Unmasked Estep 
Score: -22647296.000000 Penalty: 6041.145508
	Iteration 22Q: 3 clusters Score -2.26473e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 193947 members 
Entering Unmasked Estep 
Score: -22647360.000000 Penalty: 6041.145508
	Iteration 23Q: 3 clusters Score -2.264736e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 193985 members 
Entering Unmasked Estep 
Score: -22647432.000000 Penalty: 6041.145508
	Iteration 24Q: 3 clusters Score -2.264743e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 193994 members 
Entering Unmasked Estep 
Score: -22647454.000000 Penalty: 6041.145508
	Iteration 25Q: 3 clusters Score -2.264745e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 193994 members 
Entering Unmasked Estep 
Score: -22647486.000000 Penalty: 6041.145508
	Iteration 26Q: 3 clusters Score -2.264749e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 194006 members 
Entering Unmasked Estep 
Score: -22647520.000000 Penalty: 6041.145508
	Iteration 27Q: 3 clusters Score -2.264752e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 194014 members 
Entering Unmasked Estep 
Score: -22647532.000000 Penalty: 6041.145508
	Iteration 28Q: 3 clusters Score -2.264753e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 194024 members 
Entering Unmasked Estep 
Score: -22647544.000000 Penalty: 6041.145508
	Iteration 29Q: 3 clusters Score -2.264754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 194032 members 
Entering Unmasked Estep 
Score: -22647574.000000 Penalty: 6041.145508
	Iteration 30Q: 3 clusters Score -2.264757e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 194034 members 
Entering Unmasked Estep 
Score: -22647620.000000 Penalty: 6041.145508
	Iteration 31Q: 3 clusters Score -2.264762e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 194037 members 
Entering Unmasked Estep 
Score: -22647634.000000 Penalty: 6041.145508
	Iteration 32Q: 3 clusters Score -2.264763e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 194031 members 
Entering Unmasked Estep 
Score: -22647664.000000 Penalty: 6041.145508
	Iteration 33Q: 3 clusters Score -2.264766e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 194032 members 
Entering Unmasked Estep 
Score: -22647716.000000 Penalty: 6041.145508
	Iteration 34Q: 3 clusters Score -2.264772e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 194024 members 
Entering Unmasked Estep 
Score: -22647740.000000 Penalty: 6041.145508
	Iteration 35Q: 3 clusters Score -2.264774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 194014 members 
Entering Unmasked Estep 
Score: -22647758.000000 Penalty: 6041.145508
	Iteration 36Q: 3 clusters Score -2.264776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 194009 members 
Entering Unmasked Estep 
Score: -22647790.000000 Penalty: 6041.145508
	Iteration 37Q: 3 clusters Score -2.264779e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 194004 members 
Entering Unmasked Estep 
Score: -22647786.000000 Penalty: 6041.145508
	Iteration 38Q: 3 clusters Score -2.264779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 194008 members 
Entering Unmasked Estep 
Score: -22647796.000000 Penalty: 6041.145508
	Iteration 39Q: 3 clusters Score -2.26478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 194003 members 
Entering Unmasked Estep 
Score: -22647828.000000 Penalty: 6041.145508
	Iteration 40F: 3 clusters Score -2.264783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 193998 members 
Entering Unmasked Estep 
Score: -22647840.000000 Penalty: 6041.145508
	Iteration 41Q: 3 clusters Score -2.264784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 193993 members 
Entering Unmasked Estep 
Score: -22647832.000000 Penalty: 6041.145508
	Iteration 42Q: 3 clusters Score -2.264783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 193990 members 
Entering Unmasked Estep 
Score: -22647846.000000 Penalty: 6041.145508
	Iteration 43Q: 3 clusters Score -2.264785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 193990 members 
Entering Unmasked Estep 
Score: -22647834.000000 Penalty: 6041.145508
	Iteration 44Q: 3 clusters Score -2.264783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 193990 members 
Entering Unmasked Estep 
Score: -22647852.000000 Penalty: 6041.145508
	Iteration 45Q: 3 clusters Score -2.264785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 193989 members 
Entering Unmasked Estep 
Score: -22647852.000000 Penalty: 6041.145508
	Iteration 46Q: 3 clusters Score -2.264785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 193987 members 
Entering Unmasked Estep 
Score: -22647860.000000 Penalty: 6041.145508
	Iteration 47Q: 3 clusters Score -2.264786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 193988 members 
Entering Unmasked Estep 
Score: -22647866.000000 Penalty: 6041.145508
	Iteration 48Q: 3 clusters Score -2.264787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 193982 members 
Entering Unmasked Estep 
Score: -22647894.000000 Penalty: 6041.145508
	Iteration 49Q: 3 clusters Score -2.264789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 193982 members 
Entering Unmasked Estep 
Score: -22647872.000000 Penalty: 6041.145508
	Iteration 50Q: 3 clusters Score -2.264787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 193984 members 
Entering Unmasked Estep 
Score: -22647882.000000 Penalty: 6041.145508
	Iteration 51Q: 3 clusters Score -2.264788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 193981 members 
Entering Unmasked Estep 
Score: -22647882.000000 Penalty: 6041.145508
	Iteration 52Q: 3 clusters Score -2.264788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 193979 members 
Entering Unmasked Estep 
Score: -22647880.000000 Penalty: 6041.145508
	Iteration 53Q: 3 clusters Score -2.264788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 193977 members 
Entering Unmasked Estep 
Score: -22647864.000000 Penalty: 6041.145508
	Iteration 54Q: 3 clusters Score -2.264786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 193977 members 
Entering Unmasked Estep 
Score: -22647864.000000 Penalty: 6041.145508
	Iteration 55F: 3 clusters Score -2.264786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Entering Unmasked Estep 
Score: -1867098.500000 Penalty: 2421.371094
	Iteration 0F: 2 clusters Score -1867098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1854796.125000 Penalty: 4842.742188
	Iteration 0F: 3 clusters Score -1854796 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1859512.000000 Penalty: 4842.742188
	Iteration 1F: 3 clusters Score -1859512 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1860782.375000 Penalty: 4842.742188
	Iteration 2F: 3 clusters Score -1860782 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1862617.625000 Penalty: 4842.742188
	Iteration 3F: 3 clusters Score -1862618 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1865587.750000 Penalty: 4842.742188
	Iteration 4F: 3 clusters Score -1865588 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1869810.625000 Penalty: 4842.742188
	Iteration 5F: 3 clusters Score -1869811 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1873148.625000 Penalty: 4842.742188
	Iteration 6F: 3 clusters Score -1873149 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1874418.625000 Penalty: 4842.742188
	Iteration 7F: 3 clusters Score -1874419 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1875028.125000 Penalty: 4842.742188
	Iteration 8Q: 3 clusters Score -1875028 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1875666.375000 Penalty: 4842.742188
	Iteration 9Q: 3 clusters Score -1875666 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1876557.250000 Penalty: 4842.742188
	Iteration 10Q: 3 clusters Score -1876557 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1878215.125000 Penalty: 4842.742188
	Iteration 11F: 3 clusters Score -1878215 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1881037.375000 Penalty: 4842.742188
	Iteration 12F: 3 clusters Score -1881037 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1883314.875000 Penalty: 4842.742188
	Iteration 13Q: 3 clusters Score -1883315 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1883708.250000 Penalty: 4842.742188
	Iteration 14Q: 3 clusters Score -1883708 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1883787.625000 Penalty: 4842.742188
	Iteration 15Q: 3 clusters Score -1883788 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1883813.500000 Penalty: 4842.742188
	Iteration 16Q: 3 clusters Score -1883814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1883817.125000 Penalty: 4842.742188
	Iteration 17Q: 3 clusters Score -1883817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1883819.750000 Penalty: 4842.742188
	Iteration 18Q: 3 clusters Score -1883820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1883822.875000 Penalty: 4842.742188
	Iteration 19Q: 3 clusters Score -1883823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1883821.125000 Penalty: 4842.742188
	Iteration 20F: 3 clusters Score -1883821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1883822.250000 Penalty: 4842.742188
	Iteration 21Q: 3 clusters Score -1883822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1883823.625000 Penalty: 4842.742188
	Iteration 22Q: 3 clusters Score -1883824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1883824.500000 Penalty: 4842.742188
	Iteration 23Q: 3 clusters Score -1883824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1883824.875000 Penalty: 4842.742188
	Iteration 24Q: 3 clusters Score -1883825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1883824.875000 Penalty: 4842.742188
	Iteration 25F: 3 clusters Score -1883825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 62190 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 132896 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 8195 members 
Mstep: Class 18 contains 57705 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 49849 members 
Mstep: Class 29 contains 9077 members 
Mstep: Class 30 contains 9194 members 
Entering Unmasked Estep 
Score: -225842464.000000 Penalty: 107993.320312
Splitting cluster 17 changes total score from -225801968.000000 to -225842464.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (57705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Entering Unmasked Estep 
Score: -6466334.500000 Penalty: 2718.848633
	Iteration 0F: 2 clusters Score -6466334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6427797.500000 Penalty: 5437.697266
	Iteration 0F: 3 clusters Score -6427798 nChanged 26966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -6444132.500000 Penalty: 5437.697266
	Iteration 1F: 3 clusters Score -6444132 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -6445610.500000 Penalty: 5437.697266
	Iteration 2F: 3 clusters Score -6445610 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -6447286.500000 Penalty: 5437.697266
	Iteration 3F: 3 clusters Score -6447286 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -6449901.000000 Penalty: 5437.697266
	Iteration 4F: 3 clusters Score -6449901 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -6453837.500000 Penalty: 5437.697266
	Iteration 5F: 3 clusters Score -6453838 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -6458859.000000 Penalty: 5437.697266
	Iteration 6F: 3 clusters Score -6458859 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -6463877.500000 Penalty: 5437.697266
	Iteration 7F: 3 clusters Score -6463878 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -6467599.000000 Penalty: 5437.697266
	Iteration 8F: 3 clusters Score -6467599 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -6469781.000000 Penalty: 5437.697266
	Iteration 9Q: 3 clusters Score -6469781 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6470797.500000 Penalty: 5437.697266
	Iteration 10Q: 3 clusters Score -6470798 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -6471165.000000 Penalty: 5437.697266
	Iteration 11Q: 3 clusters Score -6471165 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54698 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6471331.500000 Penalty: 5437.697266
	Iteration 12Q: 3 clusters Score -6471332 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -6471431.500000 Penalty: 5437.697266
	Iteration 13Q: 3 clusters Score -6471432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6471472.500000 Penalty: 5437.697266
	Iteration 14Q: 3 clusters Score -6471472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6471514.000000 Penalty: 5437.697266
	Iteration 15Q: 3 clusters Score -6471514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6471534.500000 Penalty: 5437.697266
	Iteration 16Q: 3 clusters Score -6471534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -6471546.000000 Penalty: 5437.697266
	Iteration 17Q: 3 clusters Score -6471546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6471547.500000 Penalty: 5437.697266
	Iteration 18Q: 3 clusters Score -6471548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6471549.000000 Penalty: 5437.697266
	Iteration 19Q: 3 clusters Score -6471549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6471545.500000 Penalty: 5437.697266
	Iteration 20F: 3 clusters Score -6471546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6471546.000000 Penalty: 5437.697266
	Iteration 21Q: 3 clusters Score -6471546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6471545.000000 Penalty: 5437.697266
	Iteration 22Q: 3 clusters Score -6471545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6471553.000000 Penalty: 5437.697266
	Iteration 23Q: 3 clusters Score -6471553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6471558.500000 Penalty: 5437.697266
	Iteration 24Q: 3 clusters Score -6471558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6471556.500000 Penalty: 5437.697266
	Iteration 25Q: 3 clusters Score -6471556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6471554.000000 Penalty: 5437.697266
	Iteration 26Q: 3 clusters Score -6471554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6471556.000000 Penalty: 5437.697266
	Iteration 27Q: 3 clusters Score -6471556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6471557.500000 Penalty: 5437.697266
	Iteration 28Q: 3 clusters Score -6471558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6471557.500000 Penalty: 5437.697266
	Iteration 29F: 3 clusters Score -6471558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 62190 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 132896 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 8195 members 
Mstep: Class 18 contains 55074 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 300519 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 49849 members 
Mstep: Class 29 contains 9077 members 
Mstep: Class 30 contains 9194 members 
Mstep: Class 31 contains 2631 members 
Entering Unmasked Estep 
Score: -225843264.000000 Penalty: 111593.093750
Splitting cluster 18 changes total score from -225801968.000000 to -225843264.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (13489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Entering Unmasked Estep 
Score: -1516148.875000 Penalty: 2358.388184
	Iteration 0F: 2 clusters Score -1516149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1506248.625000 Penalty: 4716.776367
	Iteration 0F: 3 clusters Score -1506249 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1509427.500000 Penalty: 4716.776367
	Iteration 1F: 3 clusters Score -1509428 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1509802.000000 Penalty: 4716.776367
	Iteration 2F: 3 clusters Score -1509802 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1510171.625000 Penalty: 4716.776367
	Iteration 3F: 3 clusters Score -1510172 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1510545.625000 Penalty: 4716.776367
	Iteration 4Q: 3 clusters Score -1510546 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1510948.250000 Penalty: 4716.776367
	Iteration 5Q: 3 clusters Score -1510948 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1511402.625000 Penalty: 4716.776367
	Iteration 6Q: 3 clusters Score -1511403 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1511897.500000 Penalty: 4716.776367
	Iteration 7F: 3 clusters Score -1511898 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1512425.875000 Penalty: 4716.776367
	Iteration 8F: 3 clusters Score -1512426 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1512918.250000 Penalty: 4716.776367
	Iteration 9Q: 3 clusters Score -1512918 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1513331.750000 Penalty: 4716.776367
	Iteration 10Q: 3 clusters Score -1513332 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1513632.500000 Penalty: 4716.776367
	Iteration 11Q: 3 clusters Score -1513632 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1513821.000000 Penalty: 4716.776367
	Iteration 12Q: 3 clusters Score -1513821 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1513926.625000 Penalty: 4716.776367
	Iteration 13Q: 3 clusters Score -1513927 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1514004.625000 Penalty: 4716.776367
	Iteration 14Q: 3 clusters Score -1514005 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1514065.125000 Penalty: 4716.776367
	Iteration 15Q: 3 clusters Score -1514065 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1514107.625000 Penalty: 4716.776367
	Iteration 16Q: 3 clusters Score -1514108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1514136.250000 Penalty: 4716.776367
	Iteration 17Q: 3 clusters Score -1514136 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1514168.125000 Penalty: 4716.776367
	Iteration 18Q: 3 clusters Score -1514168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1514182.375000 Penalty: 4716.776367
	Iteration 19Q: 3 clusters Score -1514182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1514197.125000 Penalty: 4716.776367
	Iteration 20F: 3 clusters Score -1514197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1514210.375000 Penalty: 4716.776367
	Iteration 21Q: 3 clusters Score -1514210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1514225.250000 Penalty: 4716.776367
	Iteration 22Q: 3 clusters Score -1514225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1514230.375000 Penalty: 4716.776367
	Iteration 23Q: 3 clusters Score -1514230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1514244.000000 Penalty: 4716.776367
	Iteration 24Q: 3 clusters Score -1514244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1514258.500000 Penalty: 4716.776367
	Iteration 25Q: 3 clusters Score -1514258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1514273.500000 Penalty: 4716.776367
	Iteration 26Q: 3 clusters Score -1514274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1514285.000000 Penalty: 4716.776367
	Iteration 27Q: 3 clusters Score -1514285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1514288.750000 Penalty: 4716.776367
	Iteration 28Q: 3 clusters Score -1514289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1514292.625000 Penalty: 4716.776367
	Iteration 29Q: 3 clusters Score -1514293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1514296.625000 Penalty: 4716.776367
	Iteration 30Q: 3 clusters Score -1514297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1514305.000000 Penalty: 4716.776367
	Iteration 31Q: 3 clusters Score -1514305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1514308.000000 Penalty: 4716.776367
	Iteration 32Q: 3 clusters Score -1514308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1514319.125000 Penalty: 4716.776367
	Iteration 33Q: 3 clusters Score -1514319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1514321.375000 Penalty: 4716.776367
	Iteration 34Q: 3 clusters Score -1514321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1514327.625000 Penalty: 4716.776367
	Iteration 35Q: 3 clusters Score -1514328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1514336.750000 Penalty: 4716.776367
	Iteration 36Q: 3 clusters Score -1514337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1514339.250000 Penalty: 4716.776367
	Iteration 37Q: 3 clusters Score -1514339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1514339.875000 Penalty: 4716.776367
	Iteration 38Q: 3 clusters Score -1514340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1514344.625000 Penalty: 4716.776367
	Iteration 39Q: 3 clusters Score -1514345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1514342.250000 Penalty: 4716.776367
	Iteration 40F: 3 clusters Score -1514342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1514343.625000 Penalty: 4716.776367
	Iteration 41Q: 3 clusters Score -1514344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1514344.250000 Penalty: 4716.776367
	Iteration 42Q: 3 clusters Score -1514344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1514344.625000 Penalty: 4716.776367
	Iteration 43Q: 3 clusters Score -1514345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1514347.375000 Penalty: 4716.776367
	Iteration 44Q: 3 clusters Score -1514347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1514345.000000 Penalty: 4716.776367
	Iteration 45Q: 3 clusters Score -1514345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1514350.000000 Penalty: 4716.776367
	Iteration 46Q: 3 clusters Score -1514350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1514354.000000 Penalty: 4716.776367
	Iteration 47Q: 3 clusters Score -1514354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1514355.250000 Penalty: 4716.776367
	Iteration 48Q: 3 clusters Score -1514355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1514354.750000 Penalty: 4716.776367
	Iteration 49Q: 3 clusters Score -1514355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1514354.250000 Penalty: 4716.776367
	Iteration 50Q: 3 clusters Score -1514354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1514355.500000 Penalty: 4716.776367
	Iteration 51Q: 3 clusters Score -1514356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1514355.875000 Penalty: 4716.776367
	Iteration 52Q: 3 clusters Score -1514356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1514357.125000 Penalty: 4716.776367
	Iteration 53Q: 3 clusters Score -1514357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1514358.250000 Penalty: 4716.776367
	Iteration 54Q: 3 clusters Score -1514358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1514356.875000 Penalty: 4716.776367
	Iteration 55Q: 3 clusters Score -1514357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1514359.000000 Penalty: 4716.776367
	Iteration 56Q: 3 clusters Score -1514359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1514358.375000 Penalty: 4716.776367
	Iteration 57Q: 3 clusters Score -1514358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1514358.500000 Penalty: 4716.776367
	Iteration 58Q: 3 clusters Score -1514358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1514360.125000 Penalty: 4716.776367
	Iteration 59Q: 3 clusters Score -1514360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1514360.125000 Penalty: 4716.776367
	Iteration 60F: 3 clusters Score -1514360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (300519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300519 members 
Entering Unmasked Estep 
Score: -35356524.000000 Penalty: 3128.089844
	Iteration 0F: 2 clusters Score -3.535652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 150269 members 
Entering Unmasked Estep 
Score: -35211908.000000 Penalty: 6256.179688
	Iteration 0F: 3 clusters Score -3.521191e+07 nChanged 145582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151664 members 
Mstep: Class 2 contains 148855 members 
Entering Unmasked Estep 
Score: -35298236.000000 Penalty: 6256.179688
	Iteration 1F: 3 clusters Score -3.529824e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153352 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -35300004.000000 Penalty: 6256.179688
	Iteration 2Q: 3 clusters Score -3.53e+07 nChanged 9926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 144369 members 
Entering Unmasked Estep 
Score: -35302228.000000 Penalty: 6256.179688
	Iteration 3Q: 3 clusters Score -3.530223e+07 nChanged 12103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160577 members 
Mstep: Class 2 contains 139942 members 
Entering Unmasked Estep 
Score: -35305740.000000 Penalty: 6256.179688
	Iteration 4Q: 3 clusters Score -3.530574e+07 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167241 members 
Mstep: Class 2 contains 133278 members 
Entering Unmasked Estep 
Score: -35309636.000000 Penalty: 6256.179688
	Iteration 5Q: 3 clusters Score -3.530964e+07 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 124915 members 
Entering Unmasked Estep 
Score: -35312796.000000 Penalty: 6256.179688
	Iteration 6F: 3 clusters Score -3.53128e+07 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184526 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -35316104.000000 Penalty: 6256.179688
	Iteration 7F: 3 clusters Score -3.53161e+07 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192228 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -35319812.000000 Penalty: 6256.179688
	Iteration 8F: 3 clusters Score -3.531981e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198036 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -35324772.000000 Penalty: 6256.179688
	Iteration 9F: 3 clusters Score -3.532477e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201536 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -35332332.000000 Penalty: 6256.179688
	Iteration 10Q: 3 clusters Score -3.533233e+07 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201889 members 
Mstep: Class 2 contains 98630 members 
Entering Unmasked Estep 
Score: -35341544.000000 Penalty: 6256.179688
	Iteration 11F: 3 clusters Score -3.534154e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199318 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -35349364.000000 Penalty: 6256.179688
	Iteration 12F: 3 clusters Score -3.534936e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195514 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -35352960.000000 Penalty: 6256.179688
	Iteration 13Q: 3 clusters Score -3.535296e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191452 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -35354700.000000 Penalty: 6256.179688
	Iteration 14Q: 3 clusters Score -3.53547e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187560 members 
Mstep: Class 2 contains 112959 members 
Entering Unmasked Estep 
Score: -35355708.000000 Penalty: 6256.179688
	Iteration 15Q: 3 clusters Score -3.535571e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183716 members 
Mstep: Class 2 contains 116803 members 
Entering Unmasked Estep 
Score: -35356504.000000 Penalty: 6256.179688
	Iteration 16Q: 3 clusters Score -3.53565e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179969 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -35357436.000000 Penalty: 6256.179688
	Iteration 17Q: 3 clusters Score -3.535744e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176457 members 
Mstep: Class 2 contains 124062 members 
Entering Unmasked Estep 
Score: -35358412.000000 Penalty: 6256.179688
	Iteration 18Q: 3 clusters Score -3.535841e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173166 members 
Mstep: Class 2 contains 127353 members 
Entering Unmasked Estep 
Score: -35359296.000000 Penalty: 6256.179688
	Iteration 19Q: 3 clusters Score -3.53593e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 130218 members 
Entering Unmasked Estep 
Score: -35360204.000000 Penalty: 6256.179688
	Iteration 20F: 3 clusters Score -3.53602e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 132574 members 
Entering Unmasked Estep 
Score: -35360736.000000 Penalty: 6256.179688
	Iteration 21Q: 3 clusters Score -3.536074e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165847 members 
Mstep: Class 2 contains 134672 members 
Entering Unmasked Estep 
Score: -35361348.000000 Penalty: 6256.179688
	Iteration 22Q: 3 clusters Score -3.536135e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 136433 members 
Entering Unmasked Estep 
Score: -35361792.000000 Penalty: 6256.179688
	Iteration 23Q: 3 clusters Score -3.536179e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162526 members 
Mstep: Class 2 contains 137993 members 
Entering Unmasked Estep 
Score: -35362140.000000 Penalty: 6256.179688
	Iteration 24Q: 3 clusters Score -3.536214e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161131 members 
Mstep: Class 2 contains 139388 members 
Entering Unmasked Estep 
Score: -35362552.000000 Penalty: 6256.179688
	Iteration 25Q: 3 clusters Score -3.536255e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 140591 members 
Entering Unmasked Estep 
Score: -35362976.000000 Penalty: 6256.179688
	Iteration 26Q: 3 clusters Score -3.536298e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158928 members 
Mstep: Class 2 contains 141591 members 
Entering Unmasked Estep 
Score: -35363436.000000 Penalty: 6256.179688
	Iteration 27Q: 3 clusters Score -3.536344e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 142478 members 
Entering Unmasked Estep 
Score: -35363964.000000 Penalty: 6256.179688
	Iteration 28Q: 3 clusters Score -3.536396e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157303 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -35364600.000000 Penalty: 6256.179688
	Iteration 29Q: 3 clusters Score -3.53646e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 143789 members 
Entering Unmasked Estep 
Score: -35365032.000000 Penalty: 6256.179688
	Iteration 30Q: 3 clusters Score -3.536503e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156260 members 
Mstep: Class 2 contains 144259 members 
Entering Unmasked Estep 
Score: -35365508.000000 Penalty: 6256.179688
	Iteration 31Q: 3 clusters Score -3.536551e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155817 members 
Mstep: Class 2 contains 144702 members 
Entering Unmasked Estep 
Score: -35366032.000000 Penalty: 6256.179688
	Iteration 32Q: 3 clusters Score -3.536603e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 145045 members 
Entering Unmasked Estep 
Score: -35366424.000000 Penalty: 6256.179688
	Iteration 33Q: 3 clusters Score -3.536642e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 145279 members 
Entering Unmasked Estep 
Score: -35367032.000000 Penalty: 6256.179688
	Iteration 34Q: 3 clusters Score -3.536703e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155113 members 
Mstep: Class 2 contains 145406 members 
Entering Unmasked Estep 
Score: -35367344.000000 Penalty: 6256.179688
	Iteration 35Q: 3 clusters Score -3.536734e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 145552 members 
Entering Unmasked Estep 
Score: -35367832.000000 Penalty: 6256.179688
	Iteration 36Q: 3 clusters Score -3.536783e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 145674 members 
Entering Unmasked Estep 
Score: -35368184.000000 Penalty: 6256.179688
	Iteration 37Q: 3 clusters Score -3.536818e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 145675 members 
Entering Unmasked Estep 
Score: -35368864.000000 Penalty: 6256.179688
	Iteration 38Q: 3 clusters Score -3.536886e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154890 members 
Mstep: Class 2 contains 145629 members 
Entering Unmasked Estep 
Score: -35369320.000000 Penalty: 6256.179688
	Iteration 39Q: 3 clusters Score -3.536932e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155068 members 
Mstep: Class 2 contains 145451 members 
Entering Unmasked Estep 
Score: -35369936.000000 Penalty: 6256.179688
	Iteration 40F: 3 clusters Score -3.536994e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 145201 members 
Entering Unmasked Estep 
Score: -35370668.000000 Penalty: 6256.179688
	Iteration 41Q: 3 clusters Score -3.537067e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 144929 members 
Entering Unmasked Estep 
Score: -35371360.000000 Penalty: 6256.179688
	Iteration 42Q: 3 clusters Score -3.537136e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155882 members 
Mstep: Class 2 contains 144637 members 
Entering Unmasked Estep 
Score: -35372276.000000 Penalty: 6256.179688
	Iteration 43Q: 3 clusters Score -3.537228e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -35372788.000000 Penalty: 6256.179688
	Iteration 44Q: 3 clusters Score -3.537279e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -35373404.000000 Penalty: 6256.179688
	Iteration 45Q: 3 clusters Score -3.53734e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 143134 members 
Entering Unmasked Estep 
Score: -35373844.000000 Penalty: 6256.179688
	Iteration 46Q: 3 clusters Score -3.537384e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158129 members 
Mstep: Class 2 contains 142390 members 
Entering Unmasked Estep 
Score: -35374468.000000 Penalty: 6256.179688
	Iteration 47Q: 3 clusters Score -3.537447e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158910 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -35375208.000000 Penalty: 6256.179688
	Iteration 48Q: 3 clusters Score -3.537521e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 140857 members 
Entering Unmasked Estep 
Score: -35375760.000000 Penalty: 6256.179688
	Iteration 49Q: 3 clusters Score -3.537576e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160481 members 
Mstep: Class 2 contains 140038 members 
Entering Unmasked Estep 
Score: -35376080.000000 Penalty: 6256.179688
	Iteration 50Q: 3 clusters Score -3.537608e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 139235 members 
Entering Unmasked Estep 
Score: -35376512.000000 Penalty: 6256.179688
	Iteration 51Q: 3 clusters Score -3.537651e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162109 members 
Mstep: Class 2 contains 138410 members 
Entering Unmasked Estep 
Score: -35376812.000000 Penalty: 6256.179688
	Iteration 52Q: 3 clusters Score -3.537681e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162934 members 
Mstep: Class 2 contains 137585 members 
Entering Unmasked Estep 
Score: -35377168.000000 Penalty: 6256.179688
	Iteration 53Q: 3 clusters Score -3.537717e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 136795 members 
Entering Unmasked Estep 
Score: -35377296.000000 Penalty: 6256.179688
	Iteration 54Q: 3 clusters Score -3.53773e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164530 members 
Mstep: Class 2 contains 135989 members 
Entering Unmasked Estep 
Score: -35377376.000000 Penalty: 6256.179688
	Iteration 55Q: 3 clusters Score -3.537738e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 135185 members 
Entering Unmasked Estep 
Score: -35377528.000000 Penalty: 6256.179688
	Iteration 56Q: 3 clusters Score -3.537753e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166144 members 
Mstep: Class 2 contains 134375 members 
Entering Unmasked Estep 
Score: -35377760.000000 Penalty: 6256.179688
	Iteration 57Q: 3 clusters Score -3.537776e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 133526 members 
Entering Unmasked Estep 
Score: -35377796.000000 Penalty: 6256.179688
	Iteration 58Q: 3 clusters Score -3.53778e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167863 members 
Mstep: Class 2 contains 132656 members 
Entering Unmasked Estep 
Score: -35377980.000000 Penalty: 6256.179688
	Iteration 59Q: 3 clusters Score -3.537798e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168706 members 
Mstep: Class 2 contains 131813 members 
Entering Unmasked Estep 
Score: -35377884.000000 Penalty: 6256.179688
	Iteration 60F: 3 clusters Score -3.537788e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -35377740.000000 Penalty: 6256.179688
	Iteration 61Q: 3 clusters Score -3.537774e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 130147 members 
Entering Unmasked Estep 
Score: -35377716.000000 Penalty: 6256.179688
	Iteration 62Q: 3 clusters Score -3.537772e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171160 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -35377748.000000 Penalty: 6256.179688
	Iteration 63Q: 3 clusters Score -3.537775e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171887 members 
Mstep: Class 2 contains 128632 members 
Entering Unmasked Estep 
Score: -35377696.000000 Penalty: 6256.179688
	Iteration 64Q: 3 clusters Score -3.53777e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 127928 members 
Entering Unmasked Estep 
Score: -35377572.000000 Penalty: 6256.179688
	Iteration 65Q: 3 clusters Score -3.537757e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173244 members 
Mstep: Class 2 contains 127275 members 
Entering Unmasked Estep 
Score: -35377484.000000 Penalty: 6256.179688
	Iteration 66Q: 3 clusters Score -3.537748e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 126596 members 
Entering Unmasked Estep 
Score: -35377396.000000 Penalty: 6256.179688
	Iteration 67Q: 3 clusters Score -3.53774e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174574 members 
Mstep: Class 2 contains 125945 members 
Entering Unmasked Estep 
Score: -35377116.000000 Penalty: 6256.179688
	Iteration 68Q: 3 clusters Score -3.537712e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175205 members 
Mstep: Class 2 contains 125314 members 
Entering Unmasked Estep 
Score: -35377060.000000 Penalty: 6256.179688
	Iteration 69Q: 3 clusters Score -3.537706e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175816 members 
Mstep: Class 2 contains 124703 members 
Entering Unmasked Estep 
Score: -35376908.000000 Penalty: 6256.179688
	Iteration 70Q: 3 clusters Score -3.537691e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176382 members 
Mstep: Class 2 contains 124137 members 
Entering Unmasked Estep 
Score: -35376824.000000 Penalty: 6256.179688
	Iteration 71Q: 3 clusters Score -3.537682e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176937 members 
Mstep: Class 2 contains 123582 members 
Entering Unmasked Estep 
Score: -35376788.000000 Penalty: 6256.179688
	Iteration 72Q: 3 clusters Score -3.537679e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177409 members 
Mstep: Class 2 contains 123110 members 
Entering Unmasked Estep 
Score: -35376712.000000 Penalty: 6256.179688
	Iteration 73Q: 3 clusters Score -3.537671e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177833 members 
Mstep: Class 2 contains 122686 members 
Entering Unmasked Estep 
Score: -35376676.000000 Penalty: 6256.179688
	Iteration 74Q: 3 clusters Score -3.537668e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178205 members 
Mstep: Class 2 contains 122314 members 
Entering Unmasked Estep 
Score: -35376400.000000 Penalty: 6256.179688
	Iteration 75Q: 3 clusters Score -3.53764e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178540 members 
Mstep: Class 2 contains 121979 members 
Entering Unmasked Estep 
Score: -35376352.000000 Penalty: 6256.179688
	Iteration 76Q: 3 clusters Score -3.537635e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178793 members 
Mstep: Class 2 contains 121726 members 
Entering Unmasked Estep 
Score: -35376240.000000 Penalty: 6256.179688
	Iteration 77Q: 3 clusters Score -3.537624e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179041 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -35376240.000000 Penalty: 6256.179688
	Iteration 78Q: 3 clusters Score -3.537624e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 121259 members 
Entering Unmasked Estep 
Score: -35376236.000000 Penalty: 6256.179688
	Iteration 79Q: 3 clusters Score -3.537624e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179371 members 
Mstep: Class 2 contains 121148 members 
Entering Unmasked Estep 
Score: -35376264.000000 Penalty: 6256.179688
	Iteration 80F: 3 clusters Score -3.537626e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179414 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -35376332.000000 Penalty: 6256.179688
	Iteration 81Q: 3 clusters Score -3.537633e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179368 members 
Mstep: Class 2 contains 121151 members 
Entering Unmasked Estep 
Score: -35376236.000000 Penalty: 6256.179688
	Iteration 82Q: 3 clusters Score -3.537624e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179297 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -35376224.000000 Penalty: 6256.179688
	Iteration 83Q: 3 clusters Score -3.537622e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179165 members 
Mstep: Class 2 contains 121354 members 
Entering Unmasked Estep 
Score: -35376192.000000 Penalty: 6256.179688
	Iteration 84Q: 3 clusters Score -3.537619e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178999 members 
Mstep: Class 2 contains 121520 members 
Entering Unmasked Estep 
Score: -35376216.000000 Penalty: 6256.179688
	Iteration 85Q: 3 clusters Score -3.537622e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178796 members 
Mstep: Class 2 contains 121723 members 
Entering Unmasked Estep 
Score: -35376200.000000 Penalty: 6256.179688
	Iteration 86Q: 3 clusters Score -3.53762e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178594 members 
Mstep: Class 2 contains 121925 members 
Entering Unmasked Estep 
Score: -35376228.000000 Penalty: 6256.179688
	Iteration 87Q: 3 clusters Score -3.537623e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 122176 members 
Entering Unmasked Estep 
Score: -35376300.000000 Penalty: 6256.179688
	Iteration 88Q: 3 clusters Score -3.53763e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178112 members 
Mstep: Class 2 contains 122407 members 
Entering Unmasked Estep 
Score: -35376400.000000 Penalty: 6256.179688
	Iteration 89Q: 3 clusters Score -3.53764e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177846 members 
Mstep: Class 2 contains 122673 members 
Entering Unmasked Estep 
Score: -35376608.000000 Penalty: 6256.179688
	Iteration 90Q: 3 clusters Score -3.537661e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177561 members 
Mstep: Class 2 contains 122958 members 
Entering Unmasked Estep 
Score: -35376776.000000 Penalty: 6256.179688
	Iteration 91Q: 3 clusters Score -3.537678e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177273 members 
Mstep: Class 2 contains 123246 members 
Entering Unmasked Estep 
Score: -35376868.000000 Penalty: 6256.179688
	Iteration 92Q: 3 clusters Score -3.537687e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176999 members 
Mstep: Class 2 contains 123520 members 
Entering Unmasked Estep 
Score: -35376920.000000 Penalty: 6256.179688
	Iteration 93Q: 3 clusters Score -3.537692e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176715 members 
Mstep: Class 2 contains 123804 members 
Entering Unmasked Estep 
Score: -35377112.000000 Penalty: 6256.179688
	Iteration 94Q: 3 clusters Score -3.537711e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176452 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -35377232.000000 Penalty: 6256.179688
	Iteration 95Q: 3 clusters Score -3.537723e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176217 members 
Mstep: Class 2 contains 124302 members 
Entering Unmasked Estep 
Score: -35377380.000000 Penalty: 6256.179688
	Iteration 96Q: 3 clusters Score -3.537738e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 2 contains 124502 members 
Entering Unmasked Estep 
Score: -35377508.000000 Penalty: 6256.179688
	Iteration 97Q: 3 clusters Score -3.537751e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175817 members 
Mstep: Class 2 contains 124702 members 
Entering Unmasked Estep 
Score: -35377652.000000 Penalty: 6256.179688
	Iteration 98Q: 3 clusters Score -3.537765e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175587 members 
Mstep: Class 2 contains 124932 members 
Entering Unmasked Estep 
Score: -35377676.000000 Penalty: 6256.179688
	Iteration 99Q: 3 clusters Score -3.537768e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175350 members 
Mstep: Class 2 contains 125169 members 
Entering Unmasked Estep 
Score: -35377772.000000 Penalty: 6256.179688
	Iteration 100F: 3 clusters Score -3.537777e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175156 members 
Mstep: Class 2 contains 125363 members 
Entering Unmasked Estep 
Score: -35377904.000000 Penalty: 6256.179688
	Iteration 101Q: 3 clusters Score -3.53779e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174972 members 
Mstep: Class 2 contains 125547 members 
Entering Unmasked Estep 
Score: -35378000.000000 Penalty: 6256.179688
	Iteration 102Q: 3 clusters Score -3.5378e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174810 members 
Mstep: Class 2 contains 125709 members 
Entering Unmasked Estep 
Score: -35378084.000000 Penalty: 6256.179688
	Iteration 103Q: 3 clusters Score -3.537808e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 125878 members 
Entering Unmasked Estep 
Score: -35378340.000000 Penalty: 6256.179688
	Iteration 104Q: 3 clusters Score -3.537834e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 126001 members 
Entering Unmasked Estep 
Score: -35378364.000000 Penalty: 6256.179688
	Iteration 105Q: 3 clusters Score -3.537836e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174427 members 
Mstep: Class 2 contains 126092 members 
Entering Unmasked Estep 
Score: -35378396.000000 Penalty: 6256.179688
	Iteration 106Q: 3 clusters Score -3.53784e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174291 members 
Mstep: Class 2 contains 126228 members 
Entering Unmasked Estep 
Score: -35378388.000000 Penalty: 6256.179688
	Iteration 107Q: 3 clusters Score -3.537839e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174125 members 
Mstep: Class 2 contains 126394 members 
Entering Unmasked Estep 
Score: -35378384.000000 Penalty: 6256.179688
	Iteration 108Q: 3 clusters Score -3.537838e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173968 members 
Mstep: Class 2 contains 126551 members 
Entering Unmasked Estep 
Score: -35378320.000000 Penalty: 6256.179688
	Iteration 109Q: 3 clusters Score -3.537832e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173854 members 
Mstep: Class 2 contains 126665 members 
Entering Unmasked Estep 
Score: -35378404.000000 Penalty: 6256.179688
	Iteration 110Q: 3 clusters Score -3.53784e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173766 members 
Mstep: Class 2 contains 126753 members 
Entering Unmasked Estep 
Score: -35378408.000000 Penalty: 6256.179688
	Iteration 111Q: 3 clusters Score -3.537841e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173667 members 
Mstep: Class 2 contains 126852 members 
Entering Unmasked Estep 
Score: -35378448.000000 Penalty: 6256.179688
	Iteration 112Q: 3 clusters Score -3.537845e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173563 members 
Mstep: Class 2 contains 126956 members 
Entering Unmasked Estep 
Score: -35378396.000000 Penalty: 6256.179688
	Iteration 113Q: 3 clusters Score -3.53784e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173433 members 
Mstep: Class 2 contains 127086 members 
Entering Unmasked Estep 
Score: -35378540.000000 Penalty: 6256.179688
	Iteration 114Q: 3 clusters Score -3.537854e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173318 members 
Mstep: Class 2 contains 127201 members 
Entering Unmasked Estep 
Score: -35378548.000000 Penalty: 6256.179688
	Iteration 115Q: 3 clusters Score -3.537855e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173224 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -35378592.000000 Penalty: 6256.179688
	Iteration 116Q: 3 clusters Score -3.537859e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173121 members 
Mstep: Class 2 contains 127398 members 
Entering Unmasked Estep 
Score: -35378656.000000 Penalty: 6256.179688
	Iteration 117Q: 3 clusters Score -3.537866e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173026 members 
Mstep: Class 2 contains 127493 members 
Entering Unmasked Estep 
Score: -35378604.000000 Penalty: 6256.179688
	Iteration 118Q: 3 clusters Score -3.53786e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172918 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -35378656.000000 Penalty: 6256.179688
	Iteration 119Q: 3 clusters Score -3.537866e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 127707 members 
Entering Unmasked Estep 
Score: -35378676.000000 Penalty: 6256.179688
	Iteration 120F: 3 clusters Score -3.537868e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172695 members 
Mstep: Class 2 contains 127824 members 
Entering Unmasked Estep 
Score: -35378648.000000 Penalty: 6256.179688
	Iteration 121Q: 3 clusters Score -3.537865e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172580 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -35378676.000000 Penalty: 6256.179688
	Iteration 122Q: 3 clusters Score -3.537868e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172457 members 
Mstep: Class 2 contains 128062 members 
Entering Unmasked Estep 
Score: -35378720.000000 Penalty: 6256.179688
	Iteration 123Q: 3 clusters Score -3.537872e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172333 members 
Mstep: Class 2 contains 128186 members 
Entering Unmasked Estep 
Score: -35378736.000000 Penalty: 6256.179688
	Iteration 124Q: 3 clusters Score -3.537874e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -35378776.000000 Penalty: 6256.179688
	Iteration 125Q: 3 clusters Score -3.537878e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172113 members 
Mstep: Class 2 contains 128406 members 
Entering Unmasked Estep 
Score: -35378812.000000 Penalty: 6256.179688
	Iteration 126Q: 3 clusters Score -3.537881e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 128510 members 
Entering Unmasked Estep 
Score: -35378800.000000 Penalty: 6256.179688
	Iteration 127Q: 3 clusters Score -3.53788e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171868 members 
Mstep: Class 2 contains 128651 members 
Entering Unmasked Estep 
Score: -35378776.000000 Penalty: 6256.179688
	Iteration 128Q: 3 clusters Score -3.537878e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171733 members 
Mstep: Class 2 contains 128786 members 
Entering Unmasked Estep 
Score: -35378848.000000 Penalty: 6256.179688
	Iteration 129Q: 3 clusters Score -3.537885e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171634 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -35378836.000000 Penalty: 6256.179688
	Iteration 130Q: 3 clusters Score -3.537884e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171532 members 
Mstep: Class 2 contains 128987 members 
Entering Unmasked Estep 
Score: -35378888.000000 Penalty: 6256.179688
	Iteration 131Q: 3 clusters Score -3.537889e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 129085 members 
Entering Unmasked Estep 
Score: -35378876.000000 Penalty: 6256.179688
	Iteration 132Q: 3 clusters Score -3.537888e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171350 members 
Mstep: Class 2 contains 129169 members 
Entering Unmasked Estep 
Score: -35378856.000000 Penalty: 6256.179688
	Iteration 133Q: 3 clusters Score -3.537886e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 129241 members 
Entering Unmasked Estep 
Score: -35378912.000000 Penalty: 6256.179688
	Iteration 134Q: 3 clusters Score -3.537891e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171202 members 
Mstep: Class 2 contains 129317 members 
Entering Unmasked Estep 
Score: -35378912.000000 Penalty: 6256.179688
	Iteration 135Q: 3 clusters Score -3.537891e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171117 members 
Mstep: Class 2 contains 129402 members 
Entering Unmasked Estep 
Score: -35378908.000000 Penalty: 6256.179688
	Iteration 136Q: 3 clusters Score -3.537891e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171042 members 
Mstep: Class 2 contains 129477 members 
Entering Unmasked Estep 
Score: -35378908.000000 Penalty: 6256.179688
	Iteration 137Q: 3 clusters Score -3.537891e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170978 members 
Mstep: Class 2 contains 129541 members 
Entering Unmasked Estep 
Score: -35378876.000000 Penalty: 6256.179688
	Iteration 138Q: 3 clusters Score -3.537888e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 129606 members 
Entering Unmasked Estep 
Score: -35378900.000000 Penalty: 6256.179688
	Iteration 139Q: 3 clusters Score -3.53789e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 129662 members 
Entering Unmasked Estep 
Score: -35378952.000000 Penalty: 6256.179688
	Iteration 140F: 3 clusters Score -3.537895e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170823 members 
Mstep: Class 2 contains 129696 members 
Entering Unmasked Estep 
Score: -35378992.000000 Penalty: 6256.179688
	Iteration 141Q: 3 clusters Score -3.537899e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 129744 members 
Entering Unmasked Estep 
Score: -35379004.000000 Penalty: 6256.179688
	Iteration 142Q: 3 clusters Score -3.5379e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 129774 members 
Entering Unmasked Estep 
Score: -35379008.000000 Penalty: 6256.179688
	Iteration 143Q: 3 clusters Score -3.537901e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170715 members 
Mstep: Class 2 contains 129804 members 
Entering Unmasked Estep 
Score: -35379040.000000 Penalty: 6256.179688
	Iteration 144Q: 3 clusters Score -3.537904e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 129834 members 
Entering Unmasked Estep 
Score: -35379016.000000 Penalty: 6256.179688
	Iteration 145Q: 3 clusters Score -3.537902e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170646 members 
Mstep: Class 2 contains 129873 members 
Entering Unmasked Estep 
Score: -35379004.000000 Penalty: 6256.179688
	Iteration 146Q: 3 clusters Score -3.5379e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 129922 members 
Entering Unmasked Estep 
Score: -35379004.000000 Penalty: 6256.179688
	Iteration 147Q: 3 clusters Score -3.5379e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170566 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -35379064.000000 Penalty: 6256.179688
	Iteration 148Q: 3 clusters Score -3.537906e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170540 members 
Mstep: Class 2 contains 129979 members 
Entering Unmasked Estep 
Score: -35379064.000000 Penalty: 6256.179688
	Iteration 149Q: 3 clusters Score -3.537906e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170509 members 
Mstep: Class 2 contains 130010 members 
Entering Unmasked Estep 
Score: -35379068.000000 Penalty: 6256.179688
	Iteration 150Q: 3 clusters Score -3.537907e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170481 members 
Mstep: Class 2 contains 130038 members 
Entering Unmasked Estep 
Score: -35379076.000000 Penalty: 6256.179688
	Iteration 151Q: 3 clusters Score -3.537908e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170451 members 
Mstep: Class 2 contains 130068 members 
Entering Unmasked Estep 
Score: -35379080.000000 Penalty: 6256.179688
	Iteration 152Q: 3 clusters Score -3.537908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170419 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -35379076.000000 Penalty: 6256.179688
	Iteration 153Q: 3 clusters Score -3.537908e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -35379072.000000 Penalty: 6256.179688
	Iteration 154Q: 3 clusters Score -3.537907e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170324 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -35379096.000000 Penalty: 6256.179688
	Iteration 155Q: 3 clusters Score -3.53791e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 130238 members 
Entering Unmasked Estep 
Score: -35379092.000000 Penalty: 6256.179688
	Iteration 156Q: 3 clusters Score -3.537909e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 130284 members 
Entering Unmasked Estep 
Score: -35379072.000000 Penalty: 6256.179688
	Iteration 157Q: 3 clusters Score -3.537907e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170194 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -35379064.000000 Penalty: 6256.179688
	Iteration 158Q: 3 clusters Score -3.537906e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 130363 members 
Entering Unmasked Estep 
Score: -35379080.000000 Penalty: 6256.179688
	Iteration 159Q: 3 clusters Score -3.537908e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170112 members 
Mstep: Class 2 contains 130407 members 
Entering Unmasked Estep 
Score: -35379092.000000 Penalty: 6256.179688
	Iteration 160F: 3 clusters Score -3.537909e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170066 members 
Mstep: Class 2 contains 130453 members 
Entering Unmasked Estep 
Score: -35379108.000000 Penalty: 6256.179688
	Iteration 161Q: 3 clusters Score -3.537911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170022 members 
Mstep: Class 2 contains 130497 members 
Entering Unmasked Estep 
Score: -35379132.000000 Penalty: 6256.179688
	Iteration 162Q: 3 clusters Score -3.537913e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169977 members 
Mstep: Class 2 contains 130542 members 
Entering Unmasked Estep 
Score: -35379144.000000 Penalty: 6256.179688
	Iteration 163Q: 3 clusters Score -3.537914e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169942 members 
Mstep: Class 2 contains 130577 members 
Entering Unmasked Estep 
Score: -35379136.000000 Penalty: 6256.179688
	Iteration 164Q: 3 clusters Score -3.537914e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 130596 members 
Entering Unmasked Estep 
Score: -35379172.000000 Penalty: 6256.179688
	Iteration 165Q: 3 clusters Score -3.537917e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 130619 members 
Entering Unmasked Estep 
Score: -35379156.000000 Penalty: 6256.179688
	Iteration 166Q: 3 clusters Score -3.537916e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169873 members 
Mstep: Class 2 contains 130646 members 
Entering Unmasked Estep 
Score: -35379184.000000 Penalty: 6256.179688
	Iteration 167Q: 3 clusters Score -3.537918e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 130660 members 
Entering Unmasked Estep 
Score: -35379172.000000 Penalty: 6256.179688
	Iteration 168Q: 3 clusters Score -3.537917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169846 members 
Mstep: Class 2 contains 130673 members 
Entering Unmasked Estep 
Score: -35379200.000000 Penalty: 6256.179688
	Iteration 169Q: 3 clusters Score -3.53792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 130687 members 
Entering Unmasked Estep 
Score: -35379188.000000 Penalty: 6256.179688
	Iteration 170Q: 3 clusters Score -3.537919e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 130697 members 
Entering Unmasked Estep 
Score: -35379220.000000 Penalty: 6256.179688
	Iteration 171Q: 3 clusters Score -3.537922e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -35379224.000000 Penalty: 6256.179688
	Iteration 172Q: 3 clusters Score -3.537922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169806 members 
Mstep: Class 2 contains 130713 members 
Entering Unmasked Estep 
Score: -35379224.000000 Penalty: 6256.179688
	Iteration 173Q: 3 clusters Score -3.537922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169799 members 
Mstep: Class 2 contains 130720 members 
Entering Unmasked Estep 
Score: -35379232.000000 Penalty: 6256.179688
	Iteration 174Q: 3 clusters Score -3.537923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 130723 members 
Entering Unmasked Estep 
Score: -35379220.000000 Penalty: 6256.179688
	Iteration 175Q: 3 clusters Score -3.537922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169791 members 
Mstep: Class 2 contains 130728 members 
Entering Unmasked Estep 
Score: -35379268.000000 Penalty: 6256.179688
	Iteration 176Q: 3 clusters Score -3.537927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -35379264.000000 Penalty: 6256.179688
	Iteration 177Q: 3 clusters Score -3.537926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169795 members 
Mstep: Class 2 contains 130724 members 
Entering Unmasked Estep 
Score: -35379264.000000 Penalty: 6256.179688
	Iteration 178Q: 3 clusters Score -3.537926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169787 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -35379296.000000 Penalty: 6256.179688
	Iteration 179Q: 3 clusters Score -3.53793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169785 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -35379308.000000 Penalty: 6256.179688
	Iteration 180F: 3 clusters Score -3.537931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169784 members 
Mstep: Class 2 contains 130735 members 
Entering Unmasked Estep 
Score: -35379292.000000 Penalty: 6256.179688
	Iteration 181Q: 3 clusters Score -3.537929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Mstep: Class 2 contains 130738 members 
Entering Unmasked Estep 
Score: -35379288.000000 Penalty: 6256.179688
	Iteration 182Q: 3 clusters Score -3.537929e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169782 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -35379288.000000 Penalty: 6256.179688
	Iteration 183Q: 3 clusters Score -3.537929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169788 members 
Mstep: Class 2 contains 130731 members 
Entering Unmasked Estep 
Score: -35379276.000000 Penalty: 6256.179688
	Iteration 184Q: 3 clusters Score -3.537928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -35379292.000000 Penalty: 6256.179688
	Iteration 185Q: 3 clusters Score -3.537929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169791 members 
Mstep: Class 2 contains 130728 members 
Entering Unmasked Estep 
Score: -35379280.000000 Penalty: 6256.179688
	Iteration 186Q: 3 clusters Score -3.537928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -35379260.000000 Penalty: 6256.179688
	Iteration 187Q: 3 clusters Score -3.537926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -35379296.000000 Penalty: 6256.179688
	Iteration 188Q: 3 clusters Score -3.53793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169790 members 
Mstep: Class 2 contains 130729 members 
Entering Unmasked Estep 
Score: -35379276.000000 Penalty: 6256.179688
	Iteration 189Q: 3 clusters Score -3.537928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169797 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -35379264.000000 Penalty: 6256.179688
	Iteration 190Q: 3 clusters Score -3.537926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169797 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -35379256.000000 Penalty: 6256.179688
	Iteration 191Q: 3 clusters Score -3.537926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169800 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -35379264.000000 Penalty: 6256.179688
	Iteration 192Q: 3 clusters Score -3.537926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169801 members 
Mstep: Class 2 contains 130718 members 
Entering Unmasked Estep 
Score: -35379244.000000 Penalty: 6256.179688
	Iteration 193Q: 3 clusters Score -3.537924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 130714 members 
Entering Unmasked Estep 
Score: -35379260.000000 Penalty: 6256.179688
	Iteration 194Q: 3 clusters Score -3.537926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 130706 members 
Entering Unmasked Estep 
Score: -35379260.000000 Penalty: 6256.179688
	Iteration 195Q: 3 clusters Score -3.537926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169813 members 
Mstep: Class 2 contains 130706 members 
Entering Unmasked Estep 
Score: -35379268.000000 Penalty: 6256.179688
	Iteration 196Q: 3 clusters Score -3.537927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -35379280.000000 Penalty: 6256.179688
	Iteration 197Q: 3 clusters Score -3.537928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169809 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -35379276.000000 Penalty: 6256.179688
	Iteration 198Q: 3 clusters Score -3.537928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 130708 members 
Entering Unmasked Estep 
Score: -35379252.000000 Penalty: 6256.179688
	Iteration 199Q: 3 clusters Score -3.537925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -35379260.000000 Penalty: 6256.179688
	Iteration 200F: 3 clusters Score -3.537926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169810 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -35379260.000000 Penalty: 6256.179688
	Iteration 201Q: 3 clusters Score -3.537926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 130708 members 
Entering Unmasked Estep 
Score: -35379268.000000 Penalty: 6256.179688
	Iteration 202Q: 3 clusters Score -3.537927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -35379276.000000 Penalty: 6256.179688
	Iteration 203Q: 3 clusters Score -3.537928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169818 members 
Mstep: Class 2 contains 130701 members 
Entering Unmasked Estep 
Score: -35379260.000000 Penalty: 6256.179688
	Iteration 204Q: 3 clusters Score -3.537926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 130697 members 
Entering Unmasked Estep 
Score: -35379280.000000 Penalty: 6256.179688
	Iteration 205Q: 3 clusters Score -3.537928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 130692 members 
Entering Unmasked Estep 
Score: -35379272.000000 Penalty: 6256.179688
	Iteration 206Q: 3 clusters Score -3.537927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169831 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -35379276.000000 Penalty: 6256.179688
	Iteration 207Q: 3 clusters Score -3.537928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 130679 members 
Entering Unmasked Estep 
Score: -35379248.000000 Penalty: 6256.179688
	Iteration 208Q: 3 clusters Score -3.537925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169843 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -35379252.000000 Penalty: 6256.179688
	Iteration 209Q: 3 clusters Score -3.537925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169843 members 
Mstep: Class 2 contains 130676 members 
Entering Unmasked Estep 
Score: -35379268.000000 Penalty: 6256.179688
	Iteration 210Q: 3 clusters Score -3.537927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169845 members 
Mstep: Class 2 contains 130674 members 
Entering Unmasked Estep 
Score: -35379244.000000 Penalty: 6256.179688
	Iteration 211Q: 3 clusters Score -3.537924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 130672 members 
Entering Unmasked Estep 
Score: -35379232.000000 Penalty: 6256.179688
	Iteration 212Q: 3 clusters Score -3.537923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 130667 members 
Entering Unmasked Estep 
Score: -35379228.000000 Penalty: 6256.179688
	Iteration 213Q: 3 clusters Score -3.537923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 130665 members 
Entering Unmasked Estep 
Score: -35379232.000000 Penalty: 6256.179688
	Iteration 214Q: 3 clusters Score -3.537923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 130663 members 
Entering Unmasked Estep 
Score: -35379248.000000 Penalty: 6256.179688
	Iteration 215Q: 3 clusters Score -3.537925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 130660 members 
Entering Unmasked Estep 
Score: -35379244.000000 Penalty: 6256.179688
	Iteration 216Q: 3 clusters Score -3.537924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169857 members 
Mstep: Class 2 contains 130662 members 
Entering Unmasked Estep 
Score: -35379244.000000 Penalty: 6256.179688
	Iteration 217Q: 3 clusters Score -3.537924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169855 members 
Mstep: Class 2 contains 130664 members 
Entering Unmasked Estep 
Score: -35379244.000000 Penalty: 6256.179688
	Iteration 218Q: 3 clusters Score -3.537924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 130665 members 
Entering Unmasked Estep 
Score: -35379252.000000 Penalty: 6256.179688
	Iteration 219Q: 3 clusters Score -3.537925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 130665 members 
Entering Unmasked Estep 
Score: -35379252.000000 Penalty: 6256.179688
	Iteration 220F: 3 clusters Score -3.537925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 8 contains 9602 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 62190 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 132896 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 8195 members 
Mstep: Class 18 contains 55074 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 169854 members 
Mstep: Class 22 contains 277416 members 
Mstep: Class 23 contains 11378 members 
Mstep: Class 24 contains 1140 members 
Mstep: Class 25 contains 35278 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 49849 members 
Mstep: Class 29 contains 9077 members 
Mstep: Class 30 contains 9194 members 
Mstep: Class 31 contains 2631 members 
Mstep: Class 32 contains 130665 members 
Entering Unmasked Estep 
Score: -225870368.000000 Penalty: 115192.875000
Splitting cluster 21 changes total score from -225801968.000000 to -225870368.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (277416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277416 members 
Entering Unmasked Estep 
Score: -32010518.000000 Penalty: 3108.251953
	Iteration 0F: 2 clusters Score -3.201052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 138923 members 
Entering Unmasked Estep 
Score: -31836768.000000 Penalty: 6216.503906
	Iteration 0F: 3 clusters Score -3.183677e+07 nChanged 134444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134123 members 
Mstep: Class 2 contains 143293 members 
Entering Unmasked Estep 
Score: -31916694.000000 Penalty: 6216.503906
	Iteration 1F: 3 clusters Score -3.191669e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131254 members 
Mstep: Class 2 contains 146162 members 
Entering Unmasked Estep 
Score: -31918700.000000 Penalty: 6216.503906
	Iteration 2Q: 3 clusters Score -3.19187e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126633 members 
Mstep: Class 2 contains 150783 members 
Entering Unmasked Estep 
Score: -31921486.000000 Penalty: 6216.503906
	Iteration 3Q: 3 clusters Score -3.192149e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119571 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -31926236.000000 Penalty: 6216.503906
	Iteration 4Q: 3 clusters Score -3.192624e+07 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 167917 members 
Entering Unmasked Estep 
Score: -31932918.000000 Penalty: 6216.503906
	Iteration 5F: 3 clusters Score -3.193292e+07 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 181058 members 
Entering Unmasked Estep 
Score: -31942612.000000 Penalty: 6216.503906
	Iteration 6F: 3 clusters Score -3.194261e+07 nChanged 17823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 195875 members 
Entering Unmasked Estep 
Score: -31953858.000000 Penalty: 6216.503906
	Iteration 7F: 3 clusters Score -3.195386e+07 nChanged 17162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 210101 members 
Entering Unmasked Estep 
Score: -31965680.000000 Penalty: 6216.503906
	Iteration 8F: 3 clusters Score -3.196568e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 221147 members 
Entering Unmasked Estep 
Score: -31976550.000000 Penalty: 6216.503906
	Iteration 9F: 3 clusters Score -3.197655e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 228544 members 
Entering Unmasked Estep 
Score: -31984870.000000 Penalty: 6216.503906
	Iteration 10Q: 3 clusters Score -3.198487e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 232699 members 
Entering Unmasked Estep 
Score: -31989638.000000 Penalty: 6216.503906
	Iteration 11Q: 3 clusters Score -3.198964e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 235347 members 
Entering Unmasked Estep 
Score: -31991830.000000 Penalty: 6216.503906
	Iteration 12Q: 3 clusters Score -3.199183e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 237445 members 
Entering Unmasked Estep 
Score: -31992998.000000 Penalty: 6216.503906
	Iteration 13Q: 3 clusters Score -3.1993e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 239378 members 
Entering Unmasked Estep 
Score: -31993606.000000 Penalty: 6216.503906
	Iteration 14Q: 3 clusters Score -3.199361e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 241161 members 
Entering Unmasked Estep 
Score: -31993948.000000 Penalty: 6216.503906
	Iteration 15Q: 3 clusters Score -3.199395e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 242785 members 
Entering Unmasked Estep 
Score: -31994436.000000 Penalty: 6216.503906
	Iteration 16Q: 3 clusters Score -3.199444e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 244387 members 
Entering Unmasked Estep 
Score: -31995046.000000 Penalty: 6216.503906
	Iteration 17Q: 3 clusters Score -3.199505e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 246037 members 
Entering Unmasked Estep 
Score: -31995480.000000 Penalty: 6216.503906
	Iteration 18Q: 3 clusters Score -3.199548e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 247580 members 
Entering Unmasked Estep 
Score: -31995840.000000 Penalty: 6216.503906
	Iteration 19Q: 3 clusters Score -3.199584e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 249088 members 
Entering Unmasked Estep 
Score: -31996408.000000 Penalty: 6216.503906
	Iteration 20F: 3 clusters Score -3.199641e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 250574 members 
Entering Unmasked Estep 
Score: -31996700.000000 Penalty: 6216.503906
	Iteration 21Q: 3 clusters Score -3.19967e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 251982 members 
Entering Unmasked Estep 
Score: -31997010.000000 Penalty: 6216.503906
	Iteration 22Q: 3 clusters Score -3.199701e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 253381 members 
Entering Unmasked Estep 
Score: -31997462.000000 Penalty: 6216.503906
	Iteration 23Q: 3 clusters Score -3.199746e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 254704 members 
Entering Unmasked Estep 
Score: -31997862.000000 Penalty: 6216.503906
	Iteration 24Q: 3 clusters Score -3.199786e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 255983 members 
Entering Unmasked Estep 
Score: -31998238.000000 Penalty: 6216.503906
	Iteration 25Q: 3 clusters Score -3.199824e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 257238 members 
Entering Unmasked Estep 
Score: -31998690.000000 Penalty: 6216.503906
	Iteration 26Q: 3 clusters Score -3.199869e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 258488 members 
Entering Unmasked Estep 
Score: -31999180.000000 Penalty: 6216.503906
	Iteration 27Q: 3 clusters Score -3.199918e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 259739 members 
Entering Unmasked Estep 
Score: -31999676.000000 Penalty: 6216.503906
	Iteration 28Q: 3 clusters Score -3.199968e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 261020 members 
Entering Unmasked Estep 
Score: -32000266.000000 Penalty: 6216.503906
	Iteration 29Q: 3 clusters Score -3.200027e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 262241 members 
Entering Unmasked Estep 
Score: -32000816.000000 Penalty: 6216.503906
	Iteration 30Q: 3 clusters Score -3.200082e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 263422 members 
Entering Unmasked Estep 
Score: -32001330.000000 Penalty: 6216.503906
	Iteration 31Q: 3 clusters Score -3.200133e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 264513 members 
Entering Unmasked Estep 
Score: -32001786.000000 Penalty: 6216.503906
	Iteration 32Q: 3 clusters Score -3.200179e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 265540 members 
Entering Unmasked Estep 
Score: -32002220.000000 Penalty: 6216.503906
	Iteration 33Q: 3 clusters Score -3.200222e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 266581 members 
Entering Unmasked Estep 
Score: -32002660.000000 Penalty: 6216.503906
	Iteration 34Q: 3 clusters Score -3.200266e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 267577 members 
Entering Unmasked Estep 
Score: -32003184.000000 Penalty: 6216.503906
	Iteration 35Q: 3 clusters Score -3.200318e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 268528 members 
Entering Unmasked Estep 
Score: -32003660.000000 Penalty: 6216.503906
	Iteration 36Q: 3 clusters Score -3.200366e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 269400 members 
Entering Unmasked Estep 
Score: -32004022.000000 Penalty: 6216.503906
	Iteration 37Q: 3 clusters Score -3.200402e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 270188 members 
Entering Unmasked Estep 
Score: -32004460.000000 Penalty: 6216.503906
	Iteration 38Q: 3 clusters Score -3.200446e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 270884 members 
Entering Unmasked Estep 
Score: -32004748.000000 Penalty: 6216.503906
	Iteration 39Q: 3 clusters Score -3.200475e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 271497 members 
Entering Unmasked Estep 
Score: -32005042.000000 Penalty: 6216.503906
	Iteration 40F: 3 clusters Score -3.200504e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 272000 members 
Entering Unmasked Estep 
Score: -32005288.000000 Penalty: 6216.503906
	Iteration 41Q: 3 clusters Score -3.200529e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 272437 members 
Entering Unmasked Estep 
Score: -32005564.000000 Penalty: 6216.503906
	Iteration 42Q: 3 clusters Score -3.200556e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 272820 members 
Entering Unmasked Estep 
Score: -32005764.000000 Penalty: 6216.503906
	Iteration 43Q: 3 clusters Score -3.200576e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 273140 members 
Entering Unmasked Estep 
Score: -32005968.000000 Penalty: 6216.503906
	Iteration 44Q: 3 clusters Score -3.200597e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 273429 members 
Entering Unmasked Estep 
Score: -32006126.000000 Penalty: 6216.503906
	Iteration 45Q: 3 clusters Score -3.200613e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 273693 members 
Entering Unmasked Estep 
Score: -32006298.000000 Penalty: 6216.503906
	Iteration 46Q: 3 clusters Score -3.20063e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 273919 members 
Entering Unmasked Estep 
Score: -32006420.000000 Penalty: 6216.503906
	Iteration 47Q: 3 clusters Score -3.200642e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 274128 members 
Entering Unmasked Estep 
Score: -32006530.000000 Penalty: 6216.503906
	Iteration 48Q: 3 clusters Score -3.200653e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 274287 members 
Entering Unmasked Estep 
Score: -32006592.000000 Penalty: 6216.503906
	Iteration 49Q: 3 clusters Score -3.200659e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 274412 members 
Entering Unmasked Estep 
Score: -32006618.000000 Penalty: 6216.503906
	Iteration 50Q: 3 clusters Score -3.200662e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 274525 members 
Entering Unmasked Estep 
Score: -32006686.000000 Penalty: 6216.503906
	Iteration 51Q: 3 clusters Score -3.200669e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 274633 members 
Entering Unmasked Estep 
Score: -32006742.000000 Penalty: 6216.503906
	Iteration 52Q: 3 clusters Score -3.200674e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 274738 members 
Entering Unmasked Estep 
Score: -32006782.000000 Penalty: 6216.503906
	Iteration 53Q: 3 clusters Score -3.200678e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 274856 members 
Entering Unmasked Estep 
Score: -32006840.000000 Penalty: 6216.503906
	Iteration 54Q: 3 clusters Score -3.200684e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 274931 members 
Entering Unmasked Estep 
Score: -32006922.000000 Penalty: 6216.503906
	Iteration 55Q: 3 clusters Score -3.200692e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 274995 members 
Entering Unmasked Estep 
Score: -32007014.000000 Penalty: 6216.503906
	Iteration 56Q: 3 clusters Score -3.200701e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 275069 members 
Entering Unmasked Estep 
Score: -32007054.000000 Penalty: 6216.503906
	Iteration 57Q: 3 clusters Score -3.200705e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 275121 members 
Entering Unmasked Estep 
Score: -32007102.000000 Penalty: 6216.503906
	Iteration 58Q: 3 clusters Score -3.20071e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 275167 members 
Entering Unmasked Estep 
Score: -32007102.000000 Penalty: 6216.503906
	Iteration 59Q: 3 clusters Score -3.20071e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 275216 members 
Entering Unmasked Estep 
Score: -32007148.000000 Penalty: 6216.503906
	Iteration 60F: 3 clusters Score -3.200715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 275258 members 
Entering Unmasked Estep 
Score: -32007182.000000 Penalty: 6216.503906
	Iteration 61Q: 3 clusters Score -3.200718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 275301 members 
Entering Unmasked Estep 
Score: -32007206.000000 Penalty: 6216.503906
	Iteration 62Q: 3 clusters Score -3.200721e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 275342 members 
Entering Unmasked Estep 
Score: -32007238.000000 Penalty: 6216.503906
	Iteration 63Q: 3 clusters Score -3.200724e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 275368 members 
Entering Unmasked Estep 
Score: -32007236.000000 Penalty: 6216.503906
	Iteration 64Q: 3 clusters Score -3.200724e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 275377 members 
Entering Unmasked Estep 
Score: -32007256.000000 Penalty: 6216.503906
	Iteration 65Q: 3 clusters Score -3.200726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 275386 members 
Entering Unmasked Estep 
Score: -32007274.000000 Penalty: 6216.503906
	Iteration 66Q: 3 clusters Score -3.200727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 275406 members 
Entering Unmasked Estep 
Score: -32007296.000000 Penalty: 6216.503906
	Iteration 67Q: 3 clusters Score -3.20073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 275421 members 
Entering Unmasked Estep 
Score: -32007322.000000 Penalty: 6216.503906
	Iteration 68Q: 3 clusters Score -3.200732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 275430 members 
Entering Unmasked Estep 
Score: -32007336.000000 Penalty: 6216.503906
	Iteration 69Q: 3 clusters Score -3.200734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 275432 members 
Entering Unmasked Estep 
Score: -32007318.000000 Penalty: 6216.503906
	Iteration 70Q: 3 clusters Score -3.200732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 275435 members 
Entering Unmasked Estep 
Score: -32007314.000000 Penalty: 6216.503906
	Iteration 71Q: 3 clusters Score -3.200731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 275438 members 
Entering Unmasked Estep 
Score: -32007318.000000 Penalty: 6216.503906
	Iteration 72Q: 3 clusters Score -3.200732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 275442 members 
Entering Unmasked Estep 
Score: -32007326.000000 Penalty: 6216.503906
	Iteration 73Q: 3 clusters Score -3.200733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 275448 members 
Entering Unmasked Estep 
Score: -32007338.000000 Penalty: 6216.503906
	Iteration 74Q: 3 clusters Score -3.200734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 275455 members 
Entering Unmasked Estep 
Score: -32007354.000000 Penalty: 6216.503906
	Iteration 75Q: 3 clusters Score -3.200735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 275468 members 
Entering Unmasked Estep 
Score: -32007364.000000 Penalty: 6216.503906
	Iteration 76Q: 3 clusters Score -3.200736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 275477 members 
Entering Unmasked Estep 
Score: -32007366.000000 Penalty: 6216.503906
	Iteration 77Q: 3 clusters Score -3.200737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 275484 members 
Entering Unmasked Estep 
Score: -32007338.000000 Penalty: 6216.503906
	Iteration 78Q: 3 clusters Score -3.200734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 275490 members 
Entering Unmasked Estep 
Score: -32007356.000000 Penalty: 6216.503906
	Iteration 79Q: 3 clusters Score -3.200736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 275500 members 
Entering Unmasked Estep 
Score: -32007360.000000 Penalty: 6216.503906
	Iteration 80F: 3 clusters Score -3.200736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 275514 members 
Entering Unmasked Estep 
Score: -32007348.000000 Penalty: 6216.503906
	Iteration 81Q: 3 clusters Score -3.200735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 275526 members 
Entering Unmasked Estep 
Score: -32007368.000000 Penalty: 6216.503906
	Iteration 82Q: 3 clusters Score -3.200737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 275531 members 
Entering Unmasked Estep 
Score: -32007376.000000 Penalty: 6216.503906
	Iteration 83Q: 3 clusters Score -3.200738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 275538 members 
Entering Unmasked Estep 
Score: -32007388.000000 Penalty: 6216.503906
	Iteration 84Q: 3 clusters Score -3.200739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 275542 members 
Entering Unmasked Estep 
Score: -32007400.000000 Penalty: 6216.503906
	Iteration 85Q: 3 clusters Score -3.20074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 275547 members 
Entering Unmasked Estep 
Score: -32007408.000000 Penalty: 6216.503906
	Iteration 86Q: 3 clusters Score -3.200741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 275554 members 
Entering Unmasked Estep 
Score: -32007414.000000 Penalty: 6216.503906
	Iteration 87Q: 3 clusters Score -3.200741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 275557 members 
Entering Unmasked Estep 
Score: -32007426.000000 Penalty: 6216.503906
	Iteration 88Q: 3 clusters Score -3.200743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 275561 members 
Entering Unmasked Estep 
Score: -32007424.000000 Penalty: 6216.503906
	Iteration 89Q: 3 clusters Score -3.200742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 275563 members 
Entering Unmasked Estep 
Score: -32007452.000000 Penalty: 6216.503906
	Iteration 90Q: 3 clusters Score -3.200745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 275572 members 
Entering Unmasked Estep 
Score: -32007446.000000 Penalty: 6216.503906
	Iteration 91Q: 3 clusters Score -3.200745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 275588 members 
Entering Unmasked Estep 
Score: -32007454.000000 Penalty: 6216.503906
	Iteration 92Q: 3 clusters Score -3.200745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 275596 members 
Entering Unmasked Estep 
Score: -32007462.000000 Penalty: 6216.503906
	Iteration 93Q: 3 clusters Score -3.200746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 275608 members 
Entering Unmasked Estep 
Score: -32007468.000000 Penalty: 6216.503906
	Iteration 94Q: 3 clusters Score -3.200747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 275619 members 
Entering Unmasked Estep 
Score: -32007468.000000 Penalty: 6216.503906
	Iteration 95Q: 3 clusters Score -3.200747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 275626 members 
Entering Unmasked Estep 
Score: -32007486.000000 Penalty: 6216.503906
	Iteration 96Q: 3 clusters Score -3.200749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 275635 members 
Entering Unmasked Estep 
Score: -32007494.000000 Penalty: 6216.503906
	Iteration 97Q: 3 clusters Score -3.200749e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 275645 members 
Entering Unmasked Estep 
Score: -32007502.000000 Penalty: 6216.503906
	Iteration 98Q: 3 clusters Score -3.20075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 275651 members 
Entering Unmasked Estep 
Score: -32007500.000000 Penalty: 6216.503906
	Iteration 99Q: 3 clusters Score -3.20075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 275654 members 
Entering Unmasked Estep 
Score: -32007498.000000 Penalty: 6216.503906
	Iteration 100F: 3 clusters Score -3.20075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 275657 members 
Entering Unmasked Estep 
Score: -32007494.000000 Penalty: 6216.503906
	Iteration 101Q: 3 clusters Score -3.200749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 275663 members 
Entering Unmasked Estep 
Score: -32007518.000000 Penalty: 6216.503906
	Iteration 102Q: 3 clusters Score -3.200752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 275667 members 
Entering Unmasked Estep 
Score: -32007484.000000 Penalty: 6216.503906
	Iteration 103Q: 3 clusters Score -3.200748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 275670 members 
Entering Unmasked Estep 
Score: -32007494.000000 Penalty: 6216.503906
	Iteration 104Q: 3 clusters Score -3.200749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 275669 members 
Entering Unmasked Estep 
Score: -32007478.000000 Penalty: 6216.503906
	Iteration 105Q: 3 clusters Score -3.200748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 275672 members 
Entering Unmasked Estep 
Score: -32007484.000000 Penalty: 6216.503906
	Iteration 106Q: 3 clusters Score -3.200748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 275677 members 
Entering Unmasked Estep 
Score: -32007498.000000 Penalty: 6216.503906
	Iteration 107Q: 3 clusters Score -3.20075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 275683 members 
Entering Unmasked Estep 
Score: -32007516.000000 Penalty: 6216.503906
	Iteration 108Q: 3 clusters Score -3.200752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 275687 members 
Entering Unmasked Estep 
Score: -32007522.000000 Penalty: 6216.503906
	Iteration 109Q: 3 clusters Score -3.200752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 275693 members 
Entering Unmasked Estep 
Score: -32007516.000000 Penalty: 6216.503906
	Iteration 110Q: 3 clusters Score -3.200752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 275694 members 
Entering Unmasked Estep 
Score: -32007532.000000 Penalty: 6216.503906
	Iteration 111Q: 3 clusters Score -3.200753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 275697 members 
Entering Unmasked Estep 
Score: -32007522.000000 Penalty: 6216.503906
	Iteration 112Q: 3 clusters Score -3.200752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 275703 members 
Entering Unmasked Estep 
Score: -32007538.000000 Penalty: 6216.503906
	Iteration 113Q: 3 clusters Score -3.200754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 275705 members 
Entering Unmasked Estep 
Score: -32007534.000000 Penalty: 6216.503906
	Iteration 114Q: 3 clusters Score -3.200753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 275713 members 
Entering Unmasked Estep 
Score: -32007550.000000 Penalty: 6216.503906
	Iteration 115Q: 3 clusters Score -3.200755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 275720 members 
Entering Unmasked Estep 
Score: -32007550.000000 Penalty: 6216.503906
	Iteration 116Q: 3 clusters Score -3.200755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 275726 members 
Entering Unmasked Estep 
Score: -32007560.000000 Penalty: 6216.503906
	Iteration 117Q: 3 clusters Score -3.200756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 275730 members 
Entering Unmasked Estep 
Score: -32007592.000000 Penalty: 6216.503906
	Iteration 118Q: 3 clusters Score -3.200759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 275741 members 
Entering Unmasked Estep 
Score: -32007596.000000 Penalty: 6216.503906
	Iteration 119Q: 3 clusters Score -3.20076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 275750 members 
Entering Unmasked Estep 
Score: -32007594.000000 Penalty: 6216.503906
	Iteration 120F: 3 clusters Score -3.200759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 275761 members 
Entering Unmasked Estep 
Score: -32007606.000000 Penalty: 6216.503906
	Iteration 121Q: 3 clusters Score -3.200761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 275772 members 
Entering Unmasked Estep 
Score: -32007614.000000 Penalty: 6216.503906
	Iteration 122Q: 3 clusters Score -3.200761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 275781 members 
Entering Unmasked Estep 
Score: -32007628.000000 Penalty: 6216.503906
	Iteration 123Q: 3 clusters Score -3.200763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 275788 members 
Entering Unmasked Estep 
Score: -32007620.000000 Penalty: 6216.503906
	Iteration 124Q: 3 clusters Score -3.200762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 275793 members 
Entering Unmasked Estep 
Score: -32007604.000000 Penalty: 6216.503906
	Iteration 125Q: 3 clusters Score -3.20076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 275796 members 
Entering Unmasked Estep 
Score: -32007602.000000 Penalty: 6216.503906
	Iteration 126Q: 3 clusters Score -3.20076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 275798 members 
Entering Unmasked Estep 
Score: -32007626.000000 Penalty: 6216.503906
	Iteration 127Q: 3 clusters Score -3.200763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 275803 members 
Entering Unmasked Estep 
Score: -32007616.000000 Penalty: 6216.503906
	Iteration 128Q: 3 clusters Score -3.200762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 275807 members 
Entering Unmasked Estep 
Score: -32007634.000000 Penalty: 6216.503906
	Iteration 129Q: 3 clusters Score -3.200763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 275808 members 
Entering Unmasked Estep 
Score: -32007636.000000 Penalty: 6216.503906
	Iteration 130Q: 3 clusters Score -3.200764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 275812 members 
Entering Unmasked Estep 
Score: -32007632.000000 Penalty: 6216.503906
	Iteration 131Q: 3 clusters Score -3.200763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 275814 members 
Entering Unmasked Estep 
Score: -32007640.000000 Penalty: 6216.503906
	Iteration 132Q: 3 clusters Score -3.200764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 275814 members 
Entering Unmasked Estep 
Score: -32007642.000000 Penalty: 6216.503906
	Iteration 133Q: 3 clusters Score -3.200764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 275813 members 
Entering Unmasked Estep 
Score: -32007652.000000 Penalty: 6216.503906
	Iteration 134Q: 3 clusters Score -3.200765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 275816 members 
Entering Unmasked Estep 
Score: -32007632.000000 Penalty: 6216.503906
	Iteration 135Q: 3 clusters Score -3.200763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 275817 members 
Entering Unmasked Estep 
Score: -32007642.000000 Penalty: 6216.503906
	Iteration 136Q: 3 clusters Score -3.200764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 275819 members 
Entering Unmasked Estep 
Score: -32007640.000000 Penalty: 6216.503906
	Iteration 137Q: 3 clusters Score -3.200764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 275820 members 
Entering Unmasked Estep 
Score: -32007644.000000 Penalty: 6216.503906
	Iteration 138Q: 3 clusters Score -3.200764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 275820 members 
Entering Unmasked Estep 
Score: -32007644.000000 Penalty: 6216.503906
	Iteration 139F: 3 clusters Score -3.200764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 174491 members 
Mstep: Class 2 contains 11459 members 
Mstep: Class 3 contains 61852 members 
Mstep: Class 4 contains 180295 members 
Mstep: Class 5 contains 191742 members 
Mstep: Class 6 contains 1988 members 
Mstep: Class 7 contains 3281 members 
Mstep: Class 9 contains 25904 members 
Mstep: Class 11 contains 40713 members 
Mstep: Class 12 contains 62190 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 83610 members 
Mstep: Class 15 contains 132896 members 
Mstep: Class 16 contains 194800 members 
Mstep: Class 17 contains 8195 members 
Mstep: Class 18 contains 55074 members 
Mstep: Class 19 contains 13489 members 
Mstep: Class 21 contains 169854 members 
Mstep: Class 22 contains 277416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225898016.000000 Penalty: 115192.875000
Iteration 39Q: 33 clusters Score -2.25898e+08 nChanged 56596
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 12139 members 
Mstep: Class 3 contains 61305 members 
Mstep: Class 4 contains 180340 members 
Mstep: Class 5 contains 191639 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 12030 members 
Mstep: Class 9 contains 26016 members 
Mstep: Class 10 contains 46418 members 
Mstep: Class 11 contains 40601 members 
Mstep: Class 12 contains 62953 members 
Mstep: Class 13 contains 3678 members 
Mstep: Class 14 contains 83656 members 
Mstep: Class 15 contains 133344 members 
Mstep: Class 16 contains 195455 members 
Mstep: Class 17 contains 9415 members 
Mstep: Class 18 contains 57485 members 
Mstep: Class 19 contains 13567 members 
Mstep: Class 20 contains 3365 members 
Mstep: Class 21 contains 175450 members 
Mstep: Class 22 contains 273912 members 
Mstep: Class 23 contains 11324 members 
Mstep: Class 24 contains 1122 members 
Mstep: Class 25 contains 34508 members 
Mstep: Class 26 contains 5461 members 
Mstep: Class 27 contains 3579 members 
Mstep: Class 28 contains 48495 members 
Mstep: Class 29 contains 9018 members 
Mstep: Class 30 contains 8961 members 
Mstep: Class 31 contains 2842 members 
Mstep: Class 32 contains 126780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225919232.000000 Penalty: 115192.875000
Iteration 40F: 33 clusters Score -2.259192e+08 nChanged 42494
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 169000 members 
Mstep: Class 2 contains 12417 members 
Mstep: Class 3 contains 60205 members 
Mstep: Class 4 contains 180378 members 
Mstep: Class 5 contains 191360 members 
Mstep: Class 6 contains 2058 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 13718 members 
Mstep: Class 9 contains 25804 members 
Mstep: Class 10 contains 45712 members 
Mstep: Class 11 contains 40442 members 
Mstep: Class 12 contains 61375 members 
Mstep: Class 13 contains 3683 members 
Mstep: Class 14 contains 83730 members 
Mstep: Class 15 contains 132843 members 
Mstep: Class 16 contains 195440 members 
Mstep: Class 17 contains 9318 members 
Mstep: Class 18 contains 56414 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 20 contains 4390 members 
Mstep: Class 21 contains 178721 members 
Mstep: Class 22 contains 269478 members 
Mstep: Class 23 contains 12599 members 
Mstep: Class 24 contains 1125 members 
Mstep: Class 25 contains 34419 members 
Mstep: Class 26 contains 5580 members 
Mstep: Class 27 contains 4358 members 
Mstep: Class 28 contains 49878 members 
Mstep: Class 29 contains 9159 members 
Mstep: Class 30 contains 9282 members 
Mstep: Class 31 contains 3588 members 
Mstep: Class 32 contains 129607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926080.000000 Penalty: 115192.875000
Iteration 41Q: 33 clusters Score -2.259261e+08 nChanged 28152
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 165823 members 
Mstep: Class 2 contains 12595 members 
Mstep: Class 3 contains 59440 members 
Mstep: Class 4 contains 180558 members 
Mstep: Class 5 contains 190985 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 15056 members 
Mstep: Class 9 contains 25591 members 
Mstep: Class 10 contains 44929 members 
Mstep: Class 11 contains 40342 members 
Mstep: Class 12 contains 60295 members 
Mstep: Class 13 contains 3884 members 
Mstep: Class 14 contains 83740 members 
Mstep: Class 15 contains 132346 members 
Mstep: Class 16 contains 195536 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 55814 members 
Mstep: Class 19 contains 13401 members 
Mstep: Class 20 contains 5079 members 
Mstep: Class 21 contains 182231 members 
Mstep: Class 22 contains 265233 members 
Mstep: Class 23 contains 13714 members 
Mstep: Class 24 contains 1132 members 
Mstep: Class 25 contains 34344 members 
Mstep: Class 26 contains 5675 members 
Mstep: Class 27 contains 4888 members 
Mstep: Class 28 contains 50796 members 
Mstep: Class 29 contains 9315 members 
Mstep: Class 30 contains 9286 members 
Mstep: Class 31 contains 4339 members 
Mstep: Class 32 contains 131839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225927440.000000 Penalty: 115192.875000
Iteration 42Q: 33 clusters Score -2.259274e+08 nChanged 23121
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 12714 members 
Mstep: Class 3 contains 58779 members 
Mstep: Class 4 contains 180677 members 
Mstep: Class 5 contains 190669 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 16118 members 
Mstep: Class 9 contains 25409 members 
Mstep: Class 10 contains 44326 members 
Mstep: Class 11 contains 40259 members 
Mstep: Class 12 contains 59430 members 
Mstep: Class 13 contains 4086 members 
Mstep: Class 14 contains 83721 members 
Mstep: Class 15 contains 131900 members 
Mstep: Class 16 contains 195616 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 55364 members 
Mstep: Class 19 contains 13340 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 185414 members 
Mstep: Class 22 contains 261349 members 
Mstep: Class 23 contains 14595 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 34362 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 5343 members 
Mstep: Class 28 contains 51513 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 9223 members 
Mstep: Class 31 contains 4993 members 
Mstep: Class 32 contains 134070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225929216.000000 Penalty: 115192.875000
Iteration 43Q: 33 clusters Score -2.259292e+08 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 12792 members 
Mstep: Class 3 contains 58170 members 
Mstep: Class 4 contains 180817 members 
Mstep: Class 5 contains 190455 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 16969 members 
Mstep: Class 9 contains 25248 members 
Mstep: Class 10 contains 43857 members 
Mstep: Class 11 contains 40190 members 
Mstep: Class 12 contains 58713 members 
Mstep: Class 13 contains 4238 members 
Mstep: Class 14 contains 83712 members 
Mstep: Class 15 contains 131509 members 
Mstep: Class 16 contains 195699 members 
Mstep: Class 17 contains 9004 members 
Mstep: Class 18 contains 54991 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 5990 members 
Mstep: Class 21 contains 188217 members 
Mstep: Class 22 contains 257683 members 
Mstep: Class 23 contains 15350 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 34372 members 
Mstep: Class 26 contains 5907 members 
Mstep: Class 27 contains 5727 members 
Mstep: Class 28 contains 52217 members 
Mstep: Class 29 contains 9634 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 5496 members 
Mstep: Class 32 contains 136388 members 
Entering Unmasked Estep 
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Score: -225928928.000000 Penalty: 115192.875000
Iteration 44Q: 33 clusters Score -2.259289e+08 nChanged 17878
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 12845 members 
Mstep: Class 3 contains 57581 members 
Mstep: Class 4 contains 180868 members 
Mstep: Class 5 contains 190242 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 17663 members 
Mstep: Class 9 contains 25123 members 
Mstep: Class 10 contains 43530 members 
Mstep: Class 11 contains 40158 members 
Mstep: Class 12 contains 58080 members 
Mstep: Class 13 contains 4338 members 
Mstep: Class 14 contains 83678 members 
Mstep: Class 15 contains 131181 members 
Mstep: Class 16 contains 195836 members 
Mstep: Class 17 contains 8878 members 
Mstep: Class 18 contains 54726 members 
Mstep: Class 19 contains 13281 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 190743 members 
Mstep: Class 22 contains 254248 members 
Mstep: Class 23 contains 16009 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 34419 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 6067 members 
Mstep: Class 28 contains 52906 members 
Mstep: Class 29 contains 9780 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 5889 members 
Mstep: Class 32 contains 138668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225928512.000000 Penalty: 115192.875000
Iteration 45Q: 33 clusters Score -2.259285e+08 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 155692 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 57057 members 
Mstep: Class 4 contains 180925 members 
Mstep: Class 5 contains 190021 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3799 members 
Mstep: Class 8 contains 18230 members 
Mstep: Class 9 contains 25038 members 
Mstep: Class 10 contains 43210 members 
Mstep: Class 11 contains 40152 members 
Mstep: Class 12 contains 57530 members 
Mstep: Class 13 contains 4432 members 
Mstep: Class 14 contains 83633 members 
Mstep: Class 15 contains 130884 members 
Mstep: Class 16 contains 195968 members 
Mstep: Class 17 contains 8767 members 
Mstep: Class 18 contains 54585 members 
Mstep: Class 19 contains 13249 members 
Mstep: Class 20 contains 6628 members 
Mstep: Class 21 contains 192721 members 
Mstep: Class 22 contains 251197 members 
Mstep: Class 23 contains 16592 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 34486 members 
Mstep: Class 26 contains 6133 members 
Mstep: Class 27 contains 6340 members 
Mstep: Class 28 contains 53565 members 
Mstep: Class 29 contains 9919 members 
Mstep: Class 30 contains 9117 members 
Mstep: Class 31 contains 6162 members 
Mstep: Class 32 contains 141072 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 33 clusters Score -2.259282e+08 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 12888 members 
Mstep: Class 3 contains 56596 members 
Mstep: Class 4 contains 180988 members 
Mstep: Class 5 contains 189874 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3811 members 
Mstep: Class 8 contains 18744 members 
Mstep: Class 9 contains 24945 members 
Mstep: Class 10 contains 42897 members 
Mstep: Class 11 contains 40157 members 
Mstep: Class 12 contains 57033 members 
Mstep: Class 13 contains 4527 members 
Mstep: Class 14 contains 83573 members 
Mstep: Class 15 contains 130591 members 
Mstep: Class 16 contains 196080 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 54497 members 
Mstep: Class 19 contains 13220 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 194261 members 
Mstep: Class 22 contains 248491 members 
Mstep: Class 23 contains 17166 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 34563 members 
Mstep: Class 26 contains 6233 members 
Mstep: Class 27 contains 6595 members 
Mstep: Class 28 contains 54245 members 
Mstep: Class 29 contains 10043 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 6393 members 
Mstep: Class 32 contains 143511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225927504.000000 Penalty: 115192.875000
Iteration 47Q: 33 clusters Score -2.259275e+08 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 12885 members 
Mstep: Class 3 contains 56164 members 
Mstep: Class 4 contains 181068 members 
Mstep: Class 5 contains 189732 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 3824 members 
Mstep: Class 8 contains 19169 members 
Mstep: Class 9 contains 24872 members 
Mstep: Class 10 contains 42662 members 
Mstep: Class 11 contains 40173 members 
Mstep: Class 12 contains 56503 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 83503 members 
Mstep: Class 15 contains 130273 members 
Mstep: Class 16 contains 196154 members 
Mstep: Class 17 contains 8598 members 
Mstep: Class 18 contains 54455 members 
Mstep: Class 19 contains 13208 members 
Mstep: Class 20 contains 7054 members 
Mstep: Class 21 contains 195560 members 
Mstep: Class 22 contains 246003 members 
Mstep: Class 23 contains 17713 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 34633 members 
Mstep: Class 26 contains 6322 members 
Mstep: Class 27 contains 6817 members 
Mstep: Class 28 contains 54960 members 
Mstep: Class 29 contains 10176 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 6572 members 
Mstep: Class 32 contains 145935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225927168.000000 Penalty: 115192.875000
Iteration 48Q: 33 clusters Score -2.259272e+08 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 149221 members 
Mstep: Class 2 contains 12877 members 
Mstep: Class 3 contains 55754 members 
Mstep: Class 4 contains 181202 members 
Mstep: Class 5 contains 189622 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 3832 members 
Mstep: Class 8 contains 19506 members 
Mstep: Class 9 contains 24823 members 
Mstep: Class 10 contains 42448 members 
Mstep: Class 11 contains 40193 members 
Mstep: Class 12 contains 56035 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 83437 members 
Mstep: Class 15 contains 129951 members 
Mstep: Class 16 contains 196213 members 
Mstep: Class 17 contains 8509 members 
Mstep: Class 18 contains 54479 members 
Mstep: Class 19 contains 13188 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 196544 members 
Mstep: Class 22 contains 243683 members 
Mstep: Class 23 contains 18197 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 34695 members 
Mstep: Class 26 contains 6391 members 
Mstep: Class 27 contains 7038 members 
Mstep: Class 28 contains 55675 members 
Mstep: Class 29 contains 10323 members 
Mstep: Class 30 contains 9116 members 
Mstep: Class 31 contains 6714 members 
Mstep: Class 32 contains 148388 members 
Entering Unmasked Estep 
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Iteration 49Q: 33 clusters Score -2.259264e+08 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 12867 members 
Mstep: Class 3 contains 55375 members 
Mstep: Class 4 contains 181288 members 
Mstep: Class 5 contains 189487 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 3836 members 
Mstep: Class 8 contains 19794 members 
Mstep: Class 9 contains 24783 members 
Mstep: Class 10 contains 42229 members 
Mstep: Class 11 contains 40224 members 
Mstep: Class 12 contains 55540 members 
Mstep: Class 13 contains 4820 members 
Mstep: Class 14 contains 83374 members 
Mstep: Class 15 contains 129644 members 
Mstep: Class 16 contains 196336 members 
Mstep: Class 17 contains 8467 members 
Mstep: Class 18 contains 54543 members 
Mstep: Class 19 contains 13178 members 
Mstep: Class 20 contains 7318 members 
Mstep: Class 21 contains 197186 members 
Mstep: Class 22 contains 241610 members 
Mstep: Class 23 contains 18656 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 34767 members 
Mstep: Class 26 contains 6449 members 
Mstep: Class 27 contains 7283 members 
Mstep: Class 28 contains 56406 members 
Mstep: Class 29 contains 10489 members 
Mstep: Class 30 contains 9120 members 
Mstep: Class 31 contains 6828 members 
Mstep: Class 32 contains 150846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926256.000000 Penalty: 115192.875000
Iteration 50Q: 33 clusters Score -2.259263e+08 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 145295 members 
Mstep: Class 2 contains 12851 members 
Mstep: Class 3 contains 55041 members 
Mstep: Class 4 contains 181330 members 
Mstep: Class 5 contains 189381 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3835 members 
Mstep: Class 8 contains 20058 members 
Mstep: Class 9 contains 24738 members 
Mstep: Class 10 contains 42002 members 
Mstep: Class 11 contains 40267 members 
Mstep: Class 12 contains 55101 members 
Mstep: Class 13 contains 4907 members 
Mstep: Class 14 contains 83329 members 
Mstep: Class 15 contains 129327 members 
Mstep: Class 16 contains 196391 members 
Mstep: Class 17 contains 8459 members 
Mstep: Class 18 contains 54664 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 7400 members 
Mstep: Class 21 contains 197538 members 
Mstep: Class 22 contains 239775 members 
Mstep: Class 23 contains 19113 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 34846 members 
Mstep: Class 26 contains 6509 members 
Mstep: Class 27 contains 7501 members 
Mstep: Class 28 contains 57157 members 
Mstep: Class 29 contains 10654 members 
Mstep: Class 30 contains 9113 members 
Mstep: Class 31 contains 6897 members 
Mstep: Class 32 contains 153339 members 
Entering Unmasked Estep 
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Score: -225926624.000000 Penalty: 115192.875000
Iteration 51Q: 33 clusters Score -2.259266e+08 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 12814 members 
Mstep: Class 3 contains 54704 members 
Mstep: Class 4 contains 181405 members 
Mstep: Class 5 contains 189290 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 20277 members 
Mstep: Class 9 contains 24713 members 
Mstep: Class 10 contains 41833 members 
Mstep: Class 11 contains 40331 members 
Mstep: Class 12 contains 54654 members 
Mstep: Class 13 contains 4994 members 
Mstep: Class 14 contains 83285 members 
Mstep: Class 15 contains 129079 members 
Mstep: Class 16 contains 196453 members 
Mstep: Class 17 contains 8480 members 
Mstep: Class 18 contains 54779 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 7473 members 
Mstep: Class 21 contains 197709 members 
Mstep: Class 22 contains 238016 members 
Mstep: Class 23 contains 19564 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 34928 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 7724 members 
Mstep: Class 28 contains 57934 members 
Mstep: Class 29 contains 10818 members 
Mstep: Class 30 contains 9112 members 
Mstep: Class 31 contains 6943 members 
Mstep: Class 32 contains 155748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926160.000000 Penalty: 115192.875000
Iteration 52Q: 33 clusters Score -2.259262e+08 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 141465 members 
Mstep: Class 2 contains 12783 members 
Mstep: Class 3 contains 54418 members 
Mstep: Class 4 contains 181492 members 
Mstep: Class 5 contains 189231 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 20495 members 
Mstep: Class 9 contains 24676 members 
Mstep: Class 10 contains 41652 members 
Mstep: Class 11 contains 40383 members 
Mstep: Class 12 contains 54236 members 
Mstep: Class 13 contains 5085 members 
Mstep: Class 14 contains 83221 members 
Mstep: Class 15 contains 128796 members 
Mstep: Class 16 contains 196505 members 
Mstep: Class 17 contains 8490 members 
Mstep: Class 18 contains 54986 members 
Mstep: Class 19 contains 13141 members 
Mstep: Class 20 contains 7526 members 
Mstep: Class 21 contains 197762 members 
Mstep: Class 22 contains 236305 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35004 members 
Mstep: Class 26 contains 6592 members 
Mstep: Class 27 contains 7937 members 
Mstep: Class 28 contains 58739 members 
Mstep: Class 29 contains 10975 members 
Mstep: Class 30 contains 9120 members 
Mstep: Class 31 contains 6998 members 
Mstep: Class 32 contains 158148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926752.000000 Penalty: 115192.875000
Iteration 53Q: 33 clusters Score -2.259268e+08 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 12759 members 
Mstep: Class 3 contains 54139 members 
Mstep: Class 4 contains 181644 members 
Mstep: Class 5 contains 189192 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 3863 members 
Mstep: Class 8 contains 20684 members 
Mstep: Class 9 contains 24636 members 
Mstep: Class 10 contains 41480 members 
Mstep: Class 11 contains 40452 members 
Mstep: Class 12 contains 53851 members 
Mstep: Class 13 contains 5183 members 
Mstep: Class 14 contains 83156 members 
Mstep: Class 15 contains 128509 members 
Mstep: Class 16 contains 196527 members 
Mstep: Class 17 contains 8505 members 
Mstep: Class 18 contains 55208 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 7579 members 
Mstep: Class 21 contains 197582 members 
Mstep: Class 22 contains 234762 members 
Mstep: Class 23 contains 20332 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35061 members 
Mstep: Class 26 contains 6639 members 
Mstep: Class 27 contains 8165 members 
Mstep: Class 28 contains 59578 members 
Mstep: Class 29 contains 11150 members 
Mstep: Class 30 contains 9126 members 
Mstep: Class 31 contains 7045 members 
Mstep: Class 32 contains 160488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926752.000000 Penalty: 115192.875000
Iteration 54Q: 33 clusters Score -2.259268e+08 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 12733 members 
Mstep: Class 3 contains 53876 members 
Mstep: Class 4 contains 181779 members 
Mstep: Class 5 contains 189156 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3885 members 
Mstep: Class 8 contains 20860 members 
Mstep: Class 9 contains 24591 members 
Mstep: Class 10 contains 41298 members 
Mstep: Class 11 contains 40537 members 
Mstep: Class 12 contains 53496 members 
Mstep: Class 13 contains 5287 members 
Mstep: Class 14 contains 83093 members 
Mstep: Class 15 contains 128194 members 
Mstep: Class 16 contains 196563 members 
Mstep: Class 17 contains 8540 members 
Mstep: Class 18 contains 55485 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7614 members 
Mstep: Class 21 contains 197229 members 
Mstep: Class 22 contains 233441 members 
Mstep: Class 23 contains 20680 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35136 members 
Mstep: Class 26 contains 6683 members 
Mstep: Class 27 contains 8385 members 
Mstep: Class 28 contains 60411 members 
Mstep: Class 29 contains 11344 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 7082 members 
Mstep: Class 32 contains 162720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926576.000000 Penalty: 115192.875000
Iteration 55Q: 33 clusters Score -2.259266e+08 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 135699 members 
Mstep: Class 2 contains 12718 members 
Mstep: Class 3 contains 53643 members 
Mstep: Class 4 contains 181866 members 
Mstep: Class 5 contains 189131 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3923 members 
Mstep: Class 8 contains 21001 members 
Mstep: Class 9 contains 24552 members 
Mstep: Class 10 contains 41142 members 
Mstep: Class 11 contains 40620 members 
Mstep: Class 12 contains 53118 members 
Mstep: Class 13 contains 5398 members 
Mstep: Class 14 contains 83012 members 
Mstep: Class 15 contains 127905 members 
Mstep: Class 16 contains 196597 members 
Mstep: Class 17 contains 8559 members 
Mstep: Class 18 contains 55812 members 
Mstep: Class 19 contains 13093 members 
Mstep: Class 20 contains 7628 members 
Mstep: Class 21 contains 196949 members 
Mstep: Class 22 contains 232203 members 
Mstep: Class 23 contains 21028 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35229 members 
Mstep: Class 26 contains 6728 members 
Mstep: Class 27 contains 8572 members 
Mstep: Class 28 contains 61301 members 
Mstep: Class 29 contains 11532 members 
Mstep: Class 30 contains 9141 members 
Mstep: Class 31 contains 7140 members 
Mstep: Class 32 contains 164741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926944.000000 Penalty: 115192.875000
Iteration 56Q: 33 clusters Score -2.259269e+08 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 133768 members 
Mstep: Class 2 contains 12706 members 
Mstep: Class 3 contains 53457 members 
Mstep: Class 4 contains 181942 members 
Mstep: Class 5 contains 189094 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3967 members 
Mstep: Class 8 contains 21142 members 
Mstep: Class 9 contains 24519 members 
Mstep: Class 10 contains 40981 members 
Mstep: Class 11 contains 40694 members 
Mstep: Class 12 contains 52767 members 
Mstep: Class 13 contains 5515 members 
Mstep: Class 14 contains 82918 members 
Mstep: Class 15 contains 127611 members 
Mstep: Class 16 contains 196639 members 
Mstep: Class 17 contains 8590 members 
Mstep: Class 18 contains 56169 members 
Mstep: Class 19 contains 13077 members 
Mstep: Class 20 contains 7648 members 
Mstep: Class 21 contains 196664 members 
Mstep: Class 22 contains 230937 members 
Mstep: Class 23 contains 21351 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35323 members 
Mstep: Class 26 contains 6758 members 
Mstep: Class 27 contains 8747 members 
Mstep: Class 28 contains 62242 members 
Mstep: Class 29 contains 11744 members 
Mstep: Class 30 contains 9147 members 
Mstep: Class 31 contains 7190 members 
Mstep: Class 32 contains 166674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225926928.000000 Penalty: 115192.875000
Iteration 57Q: 33 clusters Score -2.259269e+08 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 131782 members 
Mstep: Class 2 contains 12693 members 
Mstep: Class 3 contains 53263 members 
Mstep: Class 4 contains 182039 members 
Mstep: Class 5 contains 189067 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 3989 members 
Mstep: Class 8 contains 21253 members 
Mstep: Class 9 contains 24491 members 
Mstep: Class 10 contains 40808 members 
Mstep: Class 11 contains 40764 members 
Mstep: Class 12 contains 52462 members 
Mstep: Class 13 contains 5641 members 
Mstep: Class 14 contains 82825 members 
Mstep: Class 15 contains 127316 members 
Mstep: Class 16 contains 196702 members 
Mstep: Class 17 contains 8648 members 
Mstep: Class 18 contains 56559 members 
Mstep: Class 19 contains 13073 members 
Mstep: Class 20 contains 7665 members 
Mstep: Class 21 contains 196493 members 
Mstep: Class 22 contains 229754 members 
Mstep: Class 23 contains 21697 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35424 members 
Mstep: Class 26 contains 6790 members 
Mstep: Class 27 contains 8926 members 
Mstep: Class 28 contains 63210 members 
Mstep: Class 29 contains 11951 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 7225 members 
Mstep: Class 32 contains 168323 members 
Entering Unmasked Estep 
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Iteration 58Q: 33 clusters Score -2.259279e+08 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 129793 members 
Mstep: Class 2 contains 12674 members 
Mstep: Class 3 contains 53110 members 
Mstep: Class 4 contains 182218 members 
Mstep: Class 5 contains 189042 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 4008 members 
Mstep: Class 8 contains 21359 members 
Mstep: Class 9 contains 24463 members 
Mstep: Class 10 contains 40596 members 
Mstep: Class 11 contains 40867 members 
Mstep: Class 12 contains 52236 members 
Mstep: Class 13 contains 5771 members 
Mstep: Class 14 contains 82722 members 
Mstep: Class 15 contains 127022 members 
Mstep: Class 16 contains 196779 members 
Mstep: Class 17 contains 8725 members 
Mstep: Class 18 contains 56966 members 
Mstep: Class 19 contains 13077 members 
Mstep: Class 20 contains 7668 members 
Mstep: Class 21 contains 196528 members 
Mstep: Class 22 contains 228497 members 
Mstep: Class 23 contains 21999 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35521 members 
Mstep: Class 26 contains 6815 members 
Mstep: Class 27 contains 9086 members 
Mstep: Class 28 contains 64181 members 
Mstep: Class 29 contains 12131 members 
Mstep: Class 30 contains 9144 members 
Mstep: Class 31 contains 7255 members 
Mstep: Class 32 contains 169728 members 
Entering Unmasked Estep 
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Iteration 59Q: 33 clusters Score -2.259274e+08 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 127837 members 
Mstep: Class 2 contains 12659 members 
Mstep: Class 3 contains 52980 members 
Mstep: Class 4 contains 182405 members 
Mstep: Class 5 contains 189024 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 21460 members 
Mstep: Class 9 contains 24441 members 
Mstep: Class 10 contains 40396 members 
Mstep: Class 11 contains 40988 members 
Mstep: Class 12 contains 52006 members 
Mstep: Class 13 contains 5914 members 
Mstep: Class 14 contains 82593 members 
Mstep: Class 15 contains 126741 members 
Mstep: Class 16 contains 196859 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 57409 members 
Mstep: Class 19 contains 13067 members 
Mstep: Class 20 contains 7658 members 
Mstep: Class 21 contains 196618 members 
Mstep: Class 22 contains 227281 members 
Mstep: Class 23 contains 22309 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35596 members 
Mstep: Class 26 contains 6839 members 
Mstep: Class 27 contains 9214 members 
Mstep: Class 28 contains 65180 members 
Mstep: Class 29 contains 12297 members 
Mstep: Class 30 contains 9146 members 
Mstep: Class 31 contains 7266 members 
Mstep: Class 32 contains 170988 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 33 clusters Score -2.259274e+08 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 125861 members 
Mstep: Class 2 contains 12631 members 
Mstep: Class 3 contains 52790 members 
Mstep: Class 4 contains 182557 members 
Mstep: Class 5 contains 188993 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 4028 members 
Mstep: Class 8 contains 21565 members 
Mstep: Class 9 contains 24406 members 
Mstep: Class 10 contains 40175 members 
Mstep: Class 11 contains 41114 members 
Mstep: Class 12 contains 51818 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 82453 members 
Mstep: Class 15 contains 126453 members 
Mstep: Class 16 contains 196966 members 
Mstep: Class 17 contains 8919 members 
Mstep: Class 18 contains 57851 members 
Mstep: Class 19 contains 13077 members 
Mstep: Class 20 contains 7640 members 
Mstep: Class 21 contains 196761 members 
Mstep: Class 22 contains 226090 members 
Mstep: Class 23 contains 22583 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35658 members 
Mstep: Class 26 contains 6855 members 
Mstep: Class 27 contains 9404 members 
Mstep: Class 28 contains 66232 members 
Mstep: Class 29 contains 12519 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 7309 members 
Mstep: Class 32 contains 172074 members 
Entering Unmasked Estep 
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Iteration 61Q: 33 clusters Score -2.259276e+08 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 123997 members 
Mstep: Class 2 contains 12602 members 
Mstep: Class 3 contains 52635 members 
Mstep: Class 4 contains 182689 members 
Mstep: Class 5 contains 188955 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 21670 members 
Mstep: Class 9 contains 24362 members 
Mstep: Class 10 contains 39977 members 
Mstep: Class 11 contains 41247 members 
Mstep: Class 12 contains 51625 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 82279 members 
Mstep: Class 15 contains 126212 members 
Mstep: Class 16 contains 197087 members 
Mstep: Class 17 contains 8993 members 
Mstep: Class 18 contains 58300 members 
Mstep: Class 19 contains 13088 members 
Mstep: Class 20 contains 7633 members 
Mstep: Class 21 contains 197025 members 
Mstep: Class 22 contains 224983 members 
Mstep: Class 23 contains 22808 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35735 members 
Mstep: Class 26 contains 6880 members 
Mstep: Class 27 contains 9576 members 
Mstep: Class 28 contains 67145 members 
Mstep: Class 29 contains 12718 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 7367 members 
Mstep: Class 32 contains 172984 members 
Entering Unmasked Estep 
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Iteration 62Q: 33 clusters Score -2.259288e+08 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 122242 members 
Mstep: Class 2 contains 12588 members 
Mstep: Class 3 contains 52499 members 
Mstep: Class 4 contains 182799 members 
Mstep: Class 5 contains 188900 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 4086 members 
Mstep: Class 8 contains 21777 members 
Mstep: Class 9 contains 24332 members 
Mstep: Class 10 contains 39777 members 
Mstep: Class 11 contains 41391 members 
Mstep: Class 12 contains 51462 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 82085 members 
Mstep: Class 15 contains 125945 members 
Mstep: Class 16 contains 197219 members 
Mstep: Class 17 contains 9079 members 
Mstep: Class 18 contains 58748 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 7608 members 
Mstep: Class 21 contains 197336 members 
Mstep: Class 22 contains 223939 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 35811 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 9727 members 
Mstep: Class 28 contains 68117 members 
Mstep: Class 29 contains 12909 members 
Mstep: Class 30 contains 9136 members 
Mstep: Class 31 contains 7398 members 
Mstep: Class 32 contains 173664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225929168.000000 Penalty: 115192.875000
Iteration 63Q: 33 clusters Score -2.259292e+08 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 12577 members 
Mstep: Class 3 contains 52389 members 
Mstep: Class 4 contains 182892 members 
Mstep: Class 5 contains 188826 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 4120 members 
Mstep: Class 8 contains 21894 members 
Mstep: Class 9 contains 24307 members 
Mstep: Class 10 contains 39584 members 
Mstep: Class 11 contains 41543 members 
Mstep: Class 12 contains 51315 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 81901 members 
Mstep: Class 15 contains 125657 members 
Mstep: Class 16 contains 197336 members 
Mstep: Class 17 contains 9176 members 
Mstep: Class 18 contains 59160 members 
Mstep: Class 19 contains 13129 members 
Mstep: Class 20 contains 7584 members 
Mstep: Class 21 contains 197694 members 
Mstep: Class 22 contains 222938 members 
Mstep: Class 23 contains 23216 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 35883 members 
Mstep: Class 26 contains 6915 members 
Mstep: Class 27 contains 9878 members 
Mstep: Class 28 contains 69035 members 
Mstep: Class 29 contains 13090 members 
Mstep: Class 30 contains 9139 members 
Mstep: Class 31 contains 7442 members 
Mstep: Class 32 contains 174245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225929600.000000 Penalty: 115192.875000
Iteration 64Q: 33 clusters Score -2.259296e+08 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 118932 members 
Mstep: Class 2 contains 12568 members 
Mstep: Class 3 contains 52268 members 
Mstep: Class 4 contains 183011 members 
Mstep: Class 5 contains 188719 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4157 members 
Mstep: Class 8 contains 21993 members 
Mstep: Class 9 contains 24284 members 
Mstep: Class 10 contains 39429 members 
Mstep: Class 11 contains 41692 members 
Mstep: Class 12 contains 51148 members 
Mstep: Class 13 contains 6706 members 
Mstep: Class 14 contains 81760 members 
Mstep: Class 15 contains 125376 members 
Mstep: Class 16 contains 197477 members 
Mstep: Class 17 contains 9259 members 
Mstep: Class 18 contains 59593 members 
Mstep: Class 19 contains 13146 members 
Mstep: Class 20 contains 7565 members 
Mstep: Class 21 contains 198153 members 
Mstep: Class 22 contains 221936 members 
Mstep: Class 23 contains 23398 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 35951 members 
Mstep: Class 26 contains 6928 members 
Mstep: Class 27 contains 10025 members 
Mstep: Class 28 contains 69971 members 
Mstep: Class 29 contains 13253 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 7464 members 
Mstep: Class 32 contains 174684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225929824.000000 Penalty: 115192.875000
Iteration 65Q: 33 clusters Score -2.259298e+08 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 12544 members 
Mstep: Class 3 contains 52143 members 
Mstep: Class 4 contains 183110 members 
Mstep: Class 5 contains 188626 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4181 members 
Mstep: Class 8 contains 22095 members 
Mstep: Class 9 contains 24270 members 
Mstep: Class 10 contains 39274 members 
Mstep: Class 11 contains 41823 members 
Mstep: Class 12 contains 50997 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 81635 members 
Mstep: Class 15 contains 125129 members 
Mstep: Class 16 contains 197603 members 
Mstep: Class 17 contains 9355 members 
Mstep: Class 18 contains 60029 members 
Mstep: Class 19 contains 13174 members 
Mstep: Class 20 contains 7534 members 
Mstep: Class 21 contains 198692 members 
Mstep: Class 22 contains 220975 members 
Mstep: Class 23 contains 23601 members 
Mstep: Class 24 contains 1135 members 
Mstep: Class 25 contains 36018 members 
Mstep: Class 26 contains 6937 members 
Mstep: Class 27 contains 10163 members 
Mstep: Class 28 contains 70855 members 
Mstep: Class 29 contains 13383 members 
Mstep: Class 30 contains 9127 members 
Mstep: Class 31 contains 7484 members 
Mstep: Class 32 contains 174955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225929680.000000 Penalty: 115192.875000
Iteration 66Q: 33 clusters Score -2.259297e+08 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 12537 members 
Mstep: Class 3 contains 52017 members 
Mstep: Class 4 contains 183188 members 
Mstep: Class 5 contains 188531 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4198 members 
Mstep: Class 8 contains 22183 members 
Mstep: Class 9 contains 24246 members 
Mstep: Class 10 contains 39149 members 
Mstep: Class 11 contains 41964 members 
Mstep: Class 12 contains 50804 members 
Mstep: Class 13 contains 7037 members 
Mstep: Class 14 contains 81469 members 
Mstep: Class 15 contains 124908 members 
Mstep: Class 16 contains 197746 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 60432 members 
Mstep: Class 19 contains 13204 members 
Mstep: Class 20 contains 7517 members 
Mstep: Class 21 contains 199244 members 
Mstep: Class 22 contains 220052 members 
Mstep: Class 23 contains 23822 members 
Mstep: Class 24 contains 1136 members 
Mstep: Class 25 contains 36094 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 10308 members 
Mstep: Class 28 contains 71692 members 
Mstep: Class 29 contains 13495 members 
Mstep: Class 30 contains 9122 members 
Mstep: Class 31 contains 7519 members 
Mstep: Class 32 contains 175152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225929920.000000 Penalty: 115192.875000
Iteration 67Q: 33 clusters Score -2.259299e+08 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 12521 members 
Mstep: Class 3 contains 51916 members 
Mstep: Class 4 contains 183233 members 
Mstep: Class 5 contains 188453 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 4218 members 
Mstep: Class 8 contains 22235 members 
Mstep: Class 9 contains 24222 members 
Mstep: Class 10 contains 39024 members 
Mstep: Class 11 contains 42091 members 
Mstep: Class 12 contains 50631 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 14 contains 81318 members 
Mstep: Class 15 contains 124706 members 
Mstep: Class 16 contains 197890 members 
Mstep: Class 17 contains 9565 members 
Mstep: Class 18 contains 60841 members 
Mstep: Class 19 contains 13211 members 
Mstep: Class 20 contains 7494 members 
Mstep: Class 21 contains 199870 members 
Mstep: Class 22 contains 219152 members 
Mstep: Class 23 contains 24021 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 36174 members 
Mstep: Class 26 contains 6962 members 
Mstep: Class 27 contains 10438 members 
Mstep: Class 28 contains 72494 members 
Mstep: Class 29 contains 13594 members 
Mstep: Class 30 contains 9124 members 
Mstep: Class 31 contains 7552 members 
Mstep: Class 32 contains 175250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225929728.000000 Penalty: 115192.875000
Iteration 68Q: 33 clusters Score -2.259297e+08 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 113268 members 
Mstep: Class 2 contains 12504 members 
Mstep: Class 3 contains 51816 members 
Mstep: Class 4 contains 183255 members 
Mstep: Class 5 contains 188395 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 4253 members 
Mstep: Class 8 contains 22291 members 
Mstep: Class 9 contains 24210 members 
Mstep: Class 10 contains 38861 members 
Mstep: Class 11 contains 42226 members 
Mstep: Class 12 contains 50476 members 
Mstep: Class 13 contains 7374 members 
Mstep: Class 14 contains 81184 members 
Mstep: Class 15 contains 124524 members 
Mstep: Class 16 contains 198042 members 
Mstep: Class 17 contains 9666 members 
Mstep: Class 18 contains 61251 members 
Mstep: Class 19 contains 13214 members 
Mstep: Class 20 contains 7468 members 
Mstep: Class 21 contains 200468 members 
Mstep: Class 22 contains 218397 members 
Mstep: Class 23 contains 24185 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 36234 members 
Mstep: Class 26 contains 6973 members 
Mstep: Class 27 contains 10558 members 
Mstep: Class 28 contains 73207 members 
Mstep: Class 29 contains 13672 members 
Mstep: Class 30 contains 9126 members 
Mstep: Class 31 contains 7585 members 
Mstep: Class 32 contains 175296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225930192.000000 Penalty: 115192.875000
Iteration 69Q: 33 clusters Score -2.259302e+08 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 112088 members 
Mstep: Class 2 contains 12500 members 
Mstep: Class 3 contains 51727 members 
Mstep: Class 4 contains 183318 members 
Mstep: Class 5 contains 188348 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 4280 members 
Mstep: Class 8 contains 22320 members 
Mstep: Class 9 contains 24186 members 
Mstep: Class 10 contains 38701 members 
Mstep: Class 11 contains 42349 members 
Mstep: Class 12 contains 50335 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 81071 members 
Mstep: Class 15 contains 124365 members 
Mstep: Class 16 contains 198175 members 
Mstep: Class 17 contains 9765 members 
Mstep: Class 18 contains 61645 members 
Mstep: Class 19 contains 13224 members 
Mstep: Class 20 contains 7432 members 
Mstep: Class 21 contains 201088 members 
Mstep: Class 22 contains 217556 members 
Mstep: Class 23 contains 24323 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 36277 members 
Mstep: Class 26 contains 6987 members 
Mstep: Class 27 contains 10658 members 
Mstep: Class 28 contains 73894 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 9129 members 
Mstep: Class 31 contains 7601 members 
Mstep: Class 32 contains 175336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225930800.000000 Penalty: 115192.875000
Iteration 70Q: 33 clusters Score -2.259308e+08 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 110986 members 
Mstep: Class 2 contains 12487 members 
Mstep: Class 3 contains 51630 members 
Mstep: Class 4 contains 183392 members 
Mstep: Class 5 contains 188304 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 22338 members 
Mstep: Class 9 contains 24155 members 
Mstep: Class 10 contains 38544 members 
Mstep: Class 11 contains 42465 members 
Mstep: Class 12 contains 50198 members 
Mstep: Class 13 contains 7740 members 
Mstep: Class 14 contains 80973 members 
Mstep: Class 15 contains 124230 members 
Mstep: Class 16 contains 198297 members 
Mstep: Class 17 contains 9873 members 
Mstep: Class 18 contains 62008 members 
Mstep: Class 19 contains 13239 members 
Mstep: Class 20 contains 7405 members 
Mstep: Class 21 contains 201585 members 
Mstep: Class 22 contains 216831 members 
Mstep: Class 23 contains 24454 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 36327 members 
Mstep: Class 26 contains 6998 members 
Mstep: Class 27 contains 10735 members 
Mstep: Class 28 contains 74531 members 
Mstep: Class 29 contains 13789 members 
Mstep: Class 30 contains 9126 members 
Mstep: Class 31 contains 7644 members 
Mstep: Class 32 contains 175390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225930912.000000 Penalty: 115192.875000
Iteration 71Q: 33 clusters Score -2.259309e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 12475 members 
Mstep: Class 3 contains 51563 members 
Mstep: Class 4 contains 183430 members 
Mstep: Class 5 contains 188253 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 22372 members 
Mstep: Class 9 contains 24122 members 
Mstep: Class 10 contains 38388 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 50059 members 
Mstep: Class 13 contains 7914 members 
Mstep: Class 14 contains 80899 members 
Mstep: Class 15 contains 124133 members 
Mstep: Class 16 contains 198416 members 
Mstep: Class 17 contains 10005 members 
Mstep: Class 18 contains 62359 members 
Mstep: Class 19 contains 13255 members 
Mstep: Class 20 contains 7381 members 
Mstep: Class 21 contains 202058 members 
Mstep: Class 22 contains 216120 members 
Mstep: Class 23 contains 24580 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 36373 members 
Mstep: Class 26 contains 7005 members 
Mstep: Class 27 contains 10817 members 
Mstep: Class 28 contains 75188 members 
Mstep: Class 29 contains 13825 members 
Mstep: Class 30 contains 9122 members 
Mstep: Class 31 contains 7681 members 
Mstep: Class 32 contains 175393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931488.000000 Penalty: 115192.875000
Iteration 72Q: 33 clusters Score -2.259315e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 12462 members 
Mstep: Class 3 contains 51498 members 
Mstep: Class 4 contains 183451 members 
Mstep: Class 5 contains 188200 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 24101 members 
Mstep: Class 10 contains 38240 members 
Mstep: Class 11 contains 42659 members 
Mstep: Class 12 contains 49920 members 
Mstep: Class 13 contains 8087 members 
Mstep: Class 14 contains 80856 members 
Mstep: Class 15 contains 124077 members 
Mstep: Class 16 contains 198515 members 
Mstep: Class 17 contains 10142 members 
Mstep: Class 18 contains 62691 members 
Mstep: Class 19 contains 13281 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 202469 members 
Mstep: Class 22 contains 215455 members 
Mstep: Class 23 contains 24706 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 36411 members 
Mstep: Class 26 contains 7012 members 
Mstep: Class 27 contains 10881 members 
Mstep: Class 28 contains 75775 members 
Mstep: Class 29 contains 13849 members 
Mstep: Class 30 contains 9121 members 
Mstep: Class 31 contains 7706 members 
Mstep: Class 32 contains 175395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931504.000000 Penalty: 115192.875000
Iteration 73Q: 33 clusters Score -2.259315e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 51414 members 
Mstep: Class 4 contains 183493 members 
Mstep: Class 5 contains 188106 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 22427 members 
Mstep: Class 9 contains 24084 members 
Mstep: Class 10 contains 38093 members 
Mstep: Class 11 contains 42724 members 
Mstep: Class 12 contains 49789 members 
Mstep: Class 13 contains 8239 members 
Mstep: Class 14 contains 80828 members 
Mstep: Class 15 contains 124017 members 
Mstep: Class 16 contains 198627 members 
Mstep: Class 17 contains 10308 members 
Mstep: Class 18 contains 63047 members 
Mstep: Class 19 contains 13292 members 
Mstep: Class 20 contains 7357 members 
Mstep: Class 21 contains 202822 members 
Mstep: Class 22 contains 214831 members 
Mstep: Class 23 contains 24801 members 
Mstep: Class 24 contains 1137 members 
Mstep: Class 25 contains 36449 members 
Mstep: Class 26 contains 7021 members 
Mstep: Class 27 contains 10935 members 
Mstep: Class 28 contains 76391 members 
Mstep: Class 29 contains 13883 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 7727 members 
Mstep: Class 32 contains 175381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931680.000000 Penalty: 115192.875000
Iteration 74Q: 33 clusters Score -2.259317e+08 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 107046 members 
Mstep: Class 2 contains 12433 members 
Mstep: Class 3 contains 51314 members 
Mstep: Class 4 contains 183549 members 
Mstep: Class 5 contains 188025 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4404 members 
Mstep: Class 8 contains 22452 members 
Mstep: Class 9 contains 24064 members 
Mstep: Class 10 contains 37937 members 
Mstep: Class 11 contains 42798 members 
Mstep: Class 12 contains 49610 members 
Mstep: Class 13 contains 8384 members 
Mstep: Class 14 contains 80830 members 
Mstep: Class 15 contains 123970 members 
Mstep: Class 16 contains 198735 members 
Mstep: Class 17 contains 10472 members 
Mstep: Class 18 contains 63444 members 
Mstep: Class 19 contains 13296 members 
Mstep: Class 20 contains 7344 members 
Mstep: Class 21 contains 203136 members 
Mstep: Class 22 contains 214302 members 
Mstep: Class 23 contains 24883 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36477 members 
Mstep: Class 26 contains 7028 members 
Mstep: Class 27 contains 10970 members 
Mstep: Class 28 contains 76976 members 
Mstep: Class 29 contains 13911 members 
Mstep: Class 30 contains 9106 members 
Mstep: Class 31 contains 7754 members 
Mstep: Class 32 contains 175326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931792.000000 Penalty: 115192.875000
Iteration 75Q: 33 clusters Score -2.259318e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 106208 members 
Mstep: Class 2 contains 12415 members 
Mstep: Class 3 contains 51237 members 
Mstep: Class 4 contains 183601 members 
Mstep: Class 5 contains 187921 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 8 contains 22473 members 
Mstep: Class 9 contains 24048 members 
Mstep: Class 10 contains 37789 members 
Mstep: Class 11 contains 42857 members 
Mstep: Class 12 contains 49441 members 
Mstep: Class 13 contains 8546 members 
Mstep: Class 14 contains 80846 members 
Mstep: Class 15 contains 123921 members 
Mstep: Class 16 contains 198837 members 
Mstep: Class 17 contains 10623 members 
Mstep: Class 18 contains 63844 members 
Mstep: Class 19 contains 13296 members 
Mstep: Class 20 contains 7336 members 
Mstep: Class 21 contains 203463 members 
Mstep: Class 22 contains 213788 members 
Mstep: Class 23 contains 24973 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36522 members 
Mstep: Class 26 contains 7033 members 
Mstep: Class 27 contains 10998 members 
Mstep: Class 28 contains 77498 members 
Mstep: Class 29 contains 13932 members 
Mstep: Class 30 contains 9104 members 
Mstep: Class 31 contains 7768 members 
Mstep: Class 32 contains 175248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225932432.000000 Penalty: 115192.875000
Iteration 76Q: 33 clusters Score -2.259324e+08 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 51174 members 
Mstep: Class 4 contains 183589 members 
Mstep: Class 5 contains 187833 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 22503 members 
Mstep: Class 9 contains 24034 members 
Mstep: Class 10 contains 37635 members 
Mstep: Class 11 contains 42936 members 
Mstep: Class 12 contains 49282 members 
Mstep: Class 13 contains 8689 members 
Mstep: Class 14 contains 80877 members 
Mstep: Class 15 contains 123887 members 
Mstep: Class 16 contains 198934 members 
Mstep: Class 17 contains 10767 members 
Mstep: Class 18 contains 64243 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 7325 members 
Mstep: Class 21 contains 203823 members 
Mstep: Class 22 contains 213268 members 
Mstep: Class 23 contains 25062 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36552 members 
Mstep: Class 26 contains 7043 members 
Mstep: Class 27 contains 11044 members 
Mstep: Class 28 contains 78028 members 
Mstep: Class 29 contains 13956 members 
Mstep: Class 30 contains 9093 members 
Mstep: Class 31 contains 7796 members 
Mstep: Class 32 contains 175113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931760.000000 Penalty: 115192.875000
Iteration 77Q: 33 clusters Score -2.259318e+08 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 104522 members 
Mstep: Class 2 contains 12376 members 
Mstep: Class 3 contains 51122 members 
Mstep: Class 4 contains 183608 members 
Mstep: Class 5 contains 187749 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 4460 members 
Mstep: Class 8 contains 22521 members 
Mstep: Class 9 contains 24020 members 
Mstep: Class 10 contains 37495 members 
Mstep: Class 11 contains 43002 members 
Mstep: Class 12 contains 49106 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 80952 members 
Mstep: Class 15 contains 123868 members 
Mstep: Class 16 contains 198998 members 
Mstep: Class 17 contains 10892 members 
Mstep: Class 18 contains 64635 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 204195 members 
Mstep: Class 22 contains 212740 members 
Mstep: Class 23 contains 25140 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36576 members 
Mstep: Class 26 contains 7051 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 78566 members 
Mstep: Class 29 contains 13978 members 
Mstep: Class 30 contains 9089 members 
Mstep: Class 31 contains 7820 members 
Mstep: Class 32 contains 174958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225931408.000000 Penalty: 115192.875000
Iteration 78Q: 33 clusters Score -2.259314e+08 nChanged 3950
Entering ConstructFrom: 
Score: -225931408.000000 Penalty: 115192.875000
Entering ConstructFrom: 
Trying to split cluster 1 (103752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103752 members 
Entering Unmasked Estep 
Score: -11959929.000000 Penalty: 2864.340332
	Iteration 0F: 2 clusters Score -1.195993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -11890254.000000 Penalty: 5728.680664
	Iteration 0F: 3 clusters Score -1.189025e+07 nChanged 49344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -11918676.000000 Penalty: 5728.680664
	Iteration 1F: 3 clusters Score -1.191868e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -11919495.000000 Penalty: 5728.680664
	Iteration 2Q: 3 clusters Score -1.19195e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -11920337.000000 Penalty: 5728.680664
	Iteration 3Q: 3 clusters Score -1.192034e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -11921334.000000 Penalty: 5728.680664
	Iteration 4Q: 3 clusters Score -1.192133e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -11922628.000000 Penalty: 5728.680664
	Iteration 5Q: 3 clusters Score -1.192263e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -11924651.000000 Penalty: 5728.680664
	Iteration 6Q: 3 clusters Score -1.192465e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -11927909.000000 Penalty: 5728.680664
	Iteration 7F: 3 clusters Score -1.192791e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 74598 members 
Entering Unmasked Estep 
Score: -11932868.000000 Penalty: 5728.680664
	Iteration 8F: 3 clusters Score -1.193287e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 82734 members 
Entering Unmasked Estep 
Score: -11939893.000000 Penalty: 5728.680664
	Iteration 9F: 3 clusters Score -1.193989e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -11947241.000000 Penalty: 5728.680664
	Iteration 10F: 3 clusters Score -1.194724e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -11952635.000000 Penalty: 5728.680664
	Iteration 11F: 3 clusters Score -1.195264e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 99519 members 
Entering Unmasked Estep 
Score: -11955768.000000 Penalty: 5728.680664
	Iteration 12Q: 3 clusters Score -1.195577e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 101134 members 
Entering Unmasked Estep 
Score: -11957108.000000 Penalty: 5728.680664
	Iteration 13Q: 3 clusters Score -1.195711e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 101936 members 
Entering Unmasked Estep 
Score: -11957758.000000 Penalty: 5728.680664
	Iteration 14Q: 3 clusters Score -1.195776e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 102290 members 
Entering Unmasked Estep 
Score: -11958036.000000 Penalty: 5728.680664
	Iteration 15Q: 3 clusters Score -1.195804e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -11958235.000000 Penalty: 5728.680664
	Iteration 16Q: 3 clusters Score -1.195824e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -11958341.000000 Penalty: 5728.680664
	Iteration 17Q: 3 clusters Score -1.195834e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -11958383.000000 Penalty: 5728.680664
	Iteration 18Q: 3 clusters Score -1.195838e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 102623 members 
Entering Unmasked Estep 
Score: -11958417.000000 Penalty: 5728.680664
	Iteration 19Q: 3 clusters Score -1.195842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -11958451.000000 Penalty: 5728.680664
	Iteration 20F: 3 clusters Score -1.195845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -11958470.000000 Penalty: 5728.680664
	Iteration 21Q: 3 clusters Score -1.195847e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -11958468.000000 Penalty: 5728.680664
	Iteration 22Q: 3 clusters Score -1.195847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -11958487.000000 Penalty: 5728.680664
	Iteration 23Q: 3 clusters Score -1.195849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -11958481.000000 Penalty: 5728.680664
	Iteration 24Q: 3 clusters Score -1.195848e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 102644 members 
Entering Unmasked Estep 
Score: -11958471.000000 Penalty: 5728.680664
	Iteration 25Q: 3 clusters Score -1.195847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -11958478.000000 Penalty: 5728.680664
	Iteration 26Q: 3 clusters Score -1.195848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -11958489.000000 Penalty: 5728.680664
	Iteration 27Q: 3 clusters Score -1.195849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 102638 members 
Entering Unmasked Estep 
Score: -11958491.000000 Penalty: 5728.680664
	Iteration 28Q: 3 clusters Score -1.195849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -11958501.000000 Penalty: 5728.680664
	Iteration 29Q: 3 clusters Score -1.19585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -11958503.000000 Penalty: 5728.680664
	Iteration 30Q: 3 clusters Score -1.19585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 102638 members 
Entering Unmasked Estep 
Score: -11958507.000000 Penalty: 5728.680664
	Iteration 31Q: 3 clusters Score -1.195851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -11958499.000000 Penalty: 5728.680664
	Iteration 32Q: 3 clusters Score -1.19585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -11958493.000000 Penalty: 5728.680664
	Iteration 33Q: 3 clusters Score -1.195849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -11958491.000000 Penalty: 5728.680664
	Iteration 34Q: 3 clusters Score -1.195849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -11958491.000000 Penalty: 5728.680664
	Iteration 35F: 3 clusters Score -1.195849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Entering Unmasked Estep 
Score: -1420733.000000 Penalty: 2336.851074
	Iteration 0F: 2 clusters Score -1420733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1411702.375000 Penalty: 4673.702148
	Iteration 0F: 3 clusters Score -1411702 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1414433.500000 Penalty: 4673.702148
	Iteration 1F: 3 clusters Score -1414434 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1414809.500000 Penalty: 4673.702148
	Iteration 2F: 3 clusters Score -1414810 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1415100.000000 Penalty: 4673.702148
	Iteration 3F: 3 clusters Score -1415100 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1415348.125000 Penalty: 4673.702148
	Iteration 4Q: 3 clusters Score -1415348 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1415622.375000 Penalty: 4673.702148
	Iteration 5Q: 3 clusters Score -1415622 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1415962.500000 Penalty: 4673.702148
	Iteration 6Q: 3 clusters Score -1415962 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1416379.125000 Penalty: 4673.702148
	Iteration 7F: 3 clusters Score -1416379 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1416821.375000 Penalty: 4673.702148
	Iteration 8F: 3 clusters Score -1416821 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1417233.375000 Penalty: 4673.702148
	Iteration 9F: 3 clusters Score -1417233 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1417568.375000 Penalty: 4673.702148
	Iteration 10Q: 3 clusters Score -1417568 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1417874.625000 Penalty: 4673.702148
	Iteration 11Q: 3 clusters Score -1417875 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1418136.375000 Penalty: 4673.702148
	Iteration 12Q: 3 clusters Score -1418136 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1418397.000000 Penalty: 4673.702148
	Iteration 13Q: 3 clusters Score -1418397 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1418596.250000 Penalty: 4673.702148
	Iteration 14Q: 3 clusters Score -1418596 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1418782.125000 Penalty: 4673.702148
	Iteration 15Q: 3 clusters Score -1418782 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1418918.375000 Penalty: 4673.702148
	Iteration 16Q: 3 clusters Score -1418918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1419054.000000 Penalty: 4673.702148
	Iteration 17Q: 3 clusters Score -1419054 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1419146.125000 Penalty: 4673.702148
	Iteration 18Q: 3 clusters Score -1419146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1419208.500000 Penalty: 4673.702148
	Iteration 19Q: 3 clusters Score -1419208 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1419259.000000 Penalty: 4673.702148
	Iteration 20F: 3 clusters Score -1419259 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1419310.125000 Penalty: 4673.702148
	Iteration 21Q: 3 clusters Score -1419310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1419360.625000 Penalty: 4673.702148
	Iteration 22Q: 3 clusters Score -1419361 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1419405.125000 Penalty: 4673.702148
	Iteration 23Q: 3 clusters Score -1419405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1419444.500000 Penalty: 4673.702148
	Iteration 24Q: 3 clusters Score -1419444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1419476.625000 Penalty: 4673.702148
	Iteration 25Q: 3 clusters Score -1419477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1419508.000000 Penalty: 4673.702148
	Iteration 26Q: 3 clusters Score -1419508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1419536.875000 Penalty: 4673.702148
	Iteration 27Q: 3 clusters Score -1419537 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1419561.500000 Penalty: 4673.702148
	Iteration 28Q: 3 clusters Score -1419562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1419576.375000 Penalty: 4673.702148
	Iteration 29Q: 3 clusters Score -1419576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1419594.500000 Penalty: 4673.702148
	Iteration 30Q: 3 clusters Score -1419594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1419594.000000 Penalty: 4673.702148
	Iteration 31Q: 3 clusters Score -1419594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1419603.375000 Penalty: 4673.702148
	Iteration 32Q: 3 clusters Score -1419603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1419609.250000 Penalty: 4673.702148
	Iteration 33Q: 3 clusters Score -1419609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1419617.875000 Penalty: 4673.702148
	Iteration 34Q: 3 clusters Score -1419618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1419616.750000 Penalty: 4673.702148
	Iteration 35Q: 3 clusters Score -1419617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1419621.125000 Penalty: 4673.702148
	Iteration 36Q: 3 clusters Score -1419621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1419622.750000 Penalty: 4673.702148
	Iteration 37Q: 3 clusters Score -1419623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1419626.000000 Penalty: 4673.702148
	Iteration 38Q: 3 clusters Score -1419626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1419625.250000 Penalty: 4673.702148
	Iteration 39Q: 3 clusters Score -1419625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1419630.625000 Penalty: 4673.702148
	Iteration 40F: 3 clusters Score -1419631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1419628.750000 Penalty: 4673.702148
	Iteration 41Q: 3 clusters Score -1419629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1419630.000000 Penalty: 4673.702148
	Iteration 42Q: 3 clusters Score -1419630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1419631.750000 Penalty: 4673.702148
	Iteration 43Q: 3 clusters Score -1419632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1419628.750000 Penalty: 4673.702148
	Iteration 44Q: 3 clusters Score -1419629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1419629.000000 Penalty: 4673.702148
	Iteration 45Q: 3 clusters Score -1419629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1419629.125000 Penalty: 4673.702148
	Iteration 46Q: 3 clusters Score -1419629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1419630.125000 Penalty: 4673.702148
	Iteration 47Q: 3 clusters Score -1419630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1419631.625000 Penalty: 4673.702148
	Iteration 48Q: 3 clusters Score -1419632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1419631.125000 Penalty: 4673.702148
	Iteration 49Q: 3 clusters Score -1419631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1419629.875000 Penalty: 4673.702148
	Iteration 50Q: 3 clusters Score -1419630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1419631.375000 Penalty: 4673.702148
	Iteration 51Q: 3 clusters Score -1419631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1419634.250000 Penalty: 4673.702148
	Iteration 52Q: 3 clusters Score -1419634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1419637.125000 Penalty: 4673.702148
	Iteration 53Q: 3 clusters Score -1419637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1419637.250000 Penalty: 4673.702148
	Iteration 54Q: 3 clusters Score -1419637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1419640.250000 Penalty: 4673.702148
	Iteration 55Q: 3 clusters Score -1419640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1419639.375000 Penalty: 4673.702148
	Iteration 56Q: 3 clusters Score -1419639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1419639.375000 Penalty: 4673.702148
	Iteration 57Q: 3 clusters Score -1419639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1419639.250000 Penalty: 4673.702148
	Iteration 58Q: 3 clusters Score -1419639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1419639.250000 Penalty: 4673.702148
	Iteration 59F: 3 clusters Score -1419639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Entering Unmasked Estep 
Score: -5394290.500000 Penalty: 2688.531982
	Iteration 0F: 2 clusters Score -5394290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5359968.000000 Penalty: 5377.063965
	Iteration 0F: 3 clusters Score -5359968 nChanged 23470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -5373468.000000 Penalty: 5377.063965
	Iteration 1F: 3 clusters Score -5373468 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5374994.000000 Penalty: 5377.063965
	Iteration 2F: 3 clusters Score -5374994 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -5377023.500000 Penalty: 5377.063965
	Iteration 3F: 3 clusters Score -5377024 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5379476.500000 Penalty: 5377.063965
	Iteration 4F: 3 clusters Score -5379476 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -5381780.500000 Penalty: 5377.063965
	Iteration 5F: 3 clusters Score -5381780 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5383709.500000 Penalty: 5377.063965
	Iteration 6F: 3 clusters Score -5383710 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -5385319.000000 Penalty: 5377.063965
	Iteration 7F: 3 clusters Score -5385319 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -5386574.000000 Penalty: 5377.063965
	Iteration 8Q: 3 clusters Score -5386574 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5387698.500000 Penalty: 5377.063965
	Iteration 9Q: 3 clusters Score -5387698 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5388666.500000 Penalty: 5377.063965
	Iteration 10Q: 3 clusters Score -5388666 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -5389441.500000 Penalty: 5377.063965
	Iteration 11Q: 3 clusters Score -5389442 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -5390116.000000 Penalty: 5377.063965
	Iteration 12Q: 3 clusters Score -5390116 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -5390690.500000 Penalty: 5377.063965
	Iteration 13Q: 3 clusters Score -5390690 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5391170.500000 Penalty: 5377.063965
	Iteration 14Q: 3 clusters Score -5391170 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -5391595.000000 Penalty: 5377.063965
	Iteration 15Q: 3 clusters Score -5391595 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -5392010.000000 Penalty: 5377.063965
	Iteration 16Q: 3 clusters Score -5392010 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -5392340.000000 Penalty: 5377.063965
	Iteration 17Q: 3 clusters Score -5392340 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5392700.500000 Penalty: 5377.063965
	Iteration 18Q: 3 clusters Score -5392700 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -5392983.000000 Penalty: 5377.063965
	Iteration 19Q: 3 clusters Score -5392983 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5393282.000000 Penalty: 5377.063965
	Iteration 20F: 3 clusters Score -5393282 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -5393582.500000 Penalty: 5377.063965
	Iteration 21Q: 3 clusters Score -5393582 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5393821.000000 Penalty: 5377.063965
	Iteration 22Q: 3 clusters Score -5393821 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -5394065.000000 Penalty: 5377.063965
	Iteration 23Q: 3 clusters Score -5394065 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -5394353.500000 Penalty: 5377.063965
	Iteration 24Q: 3 clusters Score -5394354 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -5394589.000000 Penalty: 5377.063965
	Iteration 25Q: 3 clusters Score -5394589 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5394717.500000 Penalty: 5377.063965
	Iteration 26Q: 3 clusters Score -5394718 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -5394782.500000 Penalty: 5377.063965
	Iteration 27Q: 3 clusters Score -5394782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5394854.500000 Penalty: 5377.063965
	Iteration 28Q: 3 clusters Score -5394854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -5394864.000000 Penalty: 5377.063965
	Iteration 29Q: 3 clusters Score -5394864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5394883.000000 Penalty: 5377.063965
	Iteration 30Q: 3 clusters Score -5394883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5394897.000000 Penalty: 5377.063965
	Iteration 31Q: 3 clusters Score -5394897 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5394917.500000 Penalty: 5377.063965
	Iteration 32Q: 3 clusters Score -5394918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5394925.500000 Penalty: 5377.063965
	Iteration 33Q: 3 clusters Score -5394926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5394934.000000 Penalty: 5377.063965
	Iteration 34Q: 3 clusters Score -5394934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5394948.000000 Penalty: 5377.063965
	Iteration 35Q: 3 clusters Score -5394948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5394938.500000 Penalty: 5377.063965
	Iteration 36Q: 3 clusters Score -5394938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5394943.500000 Penalty: 5377.063965
	Iteration 37Q: 3 clusters Score -5394944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -5394951.500000 Penalty: 5377.063965
	Iteration 38Q: 3 clusters Score -5394952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5394951.500000 Penalty: 5377.063965
	Iteration 39Q: 3 clusters Score -5394952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5394955.000000 Penalty: 5377.063965
	Iteration 40F: 3 clusters Score -5394955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -5394947.000000 Penalty: 5377.063965
	Iteration 41Q: 3 clusters Score -5394947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -5394945.000000 Penalty: 5377.063965
	Iteration 42Q: 3 clusters Score -5394945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5394954.500000 Penalty: 5377.063965
	Iteration 43Q: 3 clusters Score -5394954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5394953.500000 Penalty: 5377.063965
	Iteration 44Q: 3 clusters Score -5394954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5394954.500000 Penalty: 5377.063965
	Iteration 45Q: 3 clusters Score -5394954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5394952.000000 Penalty: 5377.063965
	Iteration 46Q: 3 clusters Score -5394952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5394950.000000 Penalty: 5377.063965
	Iteration 47Q: 3 clusters Score -5394950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5394948.000000 Penalty: 5377.063965
	Iteration 48Q: 3 clusters Score -5394948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5394956.500000 Penalty: 5377.063965
	Iteration 49Q: 3 clusters Score -5394956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5394959.000000 Penalty: 5377.063965
	Iteration 50Q: 3 clusters Score -5394959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5394960.000000 Penalty: 5377.063965
	Iteration 51Q: 3 clusters Score -5394960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -5394957.000000 Penalty: 5377.063965
	Iteration 52Q: 3 clusters Score -5394957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5394956.500000 Penalty: 5377.063965
	Iteration 53Q: 3 clusters Score -5394956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5394956.500000 Penalty: 5377.063965
	Iteration 54F: 3 clusters Score -5394956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 47684 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 187688 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 10 contains 37377 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 48950 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 81043 members 
Mstep: Class 15 contains 123840 members 
Mstep: Class 16 contains 199063 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 65026 members 
Mstep: Class 19 contains 13337 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 204531 members 
Mstep: Class 22 contains 212189 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 11138 members 
Mstep: Class 28 contains 79067 members 
Mstep: Class 29 contains 13998 members 
Mstep: Class 30 contains 9085 members 
Mstep: Class 31 contains 7859 members 
Mstep: Class 32 contains 174820 members 
Mstep: Class 33 contains 3381 members 
Entering Unmasked Estep 
Score: -225931312.000000 Penalty: 118792.648438
Splitting cluster 3 changes total score from -225931408.000000 to -225931312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (183600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183600 members 
Entering Unmasked Estep 
Score: -21267304.000000 Penalty: 3005.887695
	Iteration 0F: 2 clusters Score -2.12673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91865 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -21145654.000000 Penalty: 6011.775391
	Iteration 0F: 3 clusters Score -2.114565e+07 nChanged 87855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 90766 members 
Entering Unmasked Estep 
Score: -21197142.000000 Penalty: 6011.775391
	Iteration 1F: 3 clusters Score -2.119714e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 90236 members 
Entering Unmasked Estep 
Score: -21198344.000000 Penalty: 6011.775391
	Iteration 2Q: 3 clusters Score -2.119834e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -21199818.000000 Penalty: 6011.775391
	Iteration 3Q: 3 clusters Score -2.119982e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -21201736.000000 Penalty: 6011.775391
	Iteration 4Q: 3 clusters Score -2.120174e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97120 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -21203764.000000 Penalty: 6011.775391
	Iteration 5Q: 3 clusters Score -2.120376e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -21205956.000000 Penalty: 6011.775391
	Iteration 6Q: 3 clusters Score -2.120596e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -21208768.000000 Penalty: 6011.775391
	Iteration 7Q: 3 clusters Score -2.120877e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 75637 members 
Entering Unmasked Estep 
Score: -21212010.000000 Penalty: 6011.775391
	Iteration 8Q: 3 clusters Score -2.121201e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -21216106.000000 Penalty: 6011.775391
	Iteration 9Q: 3 clusters Score -2.121611e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122622 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -21221944.000000 Penalty: 6011.775391
	Iteration 10F: 3 clusters Score -2.122194e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132213 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -21228772.000000 Penalty: 6011.775391
	Iteration 11F: 3 clusters Score -2.122877e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142208 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -21236392.000000 Penalty: 6011.775391
	Iteration 12F: 3 clusters Score -2.123639e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -21243474.000000 Penalty: 6011.775391
	Iteration 13F: 3 clusters Score -2.124347e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -21249608.000000 Penalty: 6011.775391
	Iteration 14Q: 3 clusters Score -2.124961e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165485 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -21254324.000000 Penalty: 6011.775391
	Iteration 15Q: 3 clusters Score -2.125432e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169877 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -21257422.000000 Penalty: 6011.775391
	Iteration 16Q: 3 clusters Score -2.125742e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -21259884.000000 Penalty: 6011.775391
	Iteration 17Q: 3 clusters Score -2.125988e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175266 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -21261468.000000 Penalty: 6011.775391
	Iteration 18Q: 3 clusters Score -2.126147e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176763 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -21262564.000000 Penalty: 6011.775391
	Iteration 19Q: 3 clusters Score -2.126256e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177829 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -21263344.000000 Penalty: 6011.775391
	Iteration 20F: 3 clusters Score -2.126334e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178614 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -21263706.000000 Penalty: 6011.775391
	Iteration 21Q: 3 clusters Score -2.126371e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179208 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -21263916.000000 Penalty: 6011.775391
	Iteration 22Q: 3 clusters Score -2.126392e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179678 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21264064.000000 Penalty: 6011.775391
	Iteration 23Q: 3 clusters Score -2.126406e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180053 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -21264204.000000 Penalty: 6011.775391
	Iteration 24Q: 3 clusters Score -2.12642e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180381 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -21264260.000000 Penalty: 6011.775391
	Iteration 25Q: 3 clusters Score -2.126426e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180657 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -21264322.000000 Penalty: 6011.775391
	Iteration 26Q: 3 clusters Score -2.126432e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180881 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -21264434.000000 Penalty: 6011.775391
	Iteration 27Q: 3 clusters Score -2.126443e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181066 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -21264464.000000 Penalty: 6011.775391
	Iteration 28Q: 3 clusters Score -2.126446e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181224 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -21264542.000000 Penalty: 6011.775391
	Iteration 29Q: 3 clusters Score -2.126454e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181366 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21264568.000000 Penalty: 6011.775391
	Iteration 30Q: 3 clusters Score -2.126457e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181489 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -21264594.000000 Penalty: 6011.775391
	Iteration 31Q: 3 clusters Score -2.126459e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181572 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -21264648.000000 Penalty: 6011.775391
	Iteration 32Q: 3 clusters Score -2.126465e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181649 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -21264656.000000 Penalty: 6011.775391
	Iteration 33Q: 3 clusters Score -2.126466e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21264660.000000 Penalty: 6011.775391
	Iteration 34Q: 3 clusters Score -2.126466e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181759 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21264670.000000 Penalty: 6011.775391
	Iteration 35Q: 3 clusters Score -2.126467e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181798 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21264696.000000 Penalty: 6011.775391
	Iteration 36Q: 3 clusters Score -2.12647e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181832 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -21264716.000000 Penalty: 6011.775391
	Iteration 37Q: 3 clusters Score -2.126472e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181863 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -21264736.000000 Penalty: 6011.775391
	Iteration 38Q: 3 clusters Score -2.126474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181896 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -21264764.000000 Penalty: 6011.775391
	Iteration 39Q: 3 clusters Score -2.126476e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181932 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21264778.000000 Penalty: 6011.775391
	Iteration 40F: 3 clusters Score -2.126478e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181960 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21264784.000000 Penalty: 6011.775391
	Iteration 41Q: 3 clusters Score -2.126478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181982 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -21264792.000000 Penalty: 6011.775391
	Iteration 42Q: 3 clusters Score -2.126479e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -21264818.000000 Penalty: 6011.775391
	Iteration 43Q: 3 clusters Score -2.126482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182021 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -21264834.000000 Penalty: 6011.775391
	Iteration 44Q: 3 clusters Score -2.126483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -21264828.000000 Penalty: 6011.775391
	Iteration 45Q: 3 clusters Score -2.126483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -21264822.000000 Penalty: 6011.775391
	Iteration 46Q: 3 clusters Score -2.126482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21264832.000000 Penalty: 6011.775391
	Iteration 47Q: 3 clusters Score -2.126483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182065 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21264840.000000 Penalty: 6011.775391
	Iteration 48Q: 3 clusters Score -2.126484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182079 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21264840.000000 Penalty: 6011.775391
	Iteration 49Q: 3 clusters Score -2.126484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182097 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -21264848.000000 Penalty: 6011.775391
	Iteration 50Q: 3 clusters Score -2.126485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21264870.000000 Penalty: 6011.775391
	Iteration 51Q: 3 clusters Score -2.126487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182135 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -21264862.000000 Penalty: 6011.775391
	Iteration 52Q: 3 clusters Score -2.126486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182147 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -21264880.000000 Penalty: 6011.775391
	Iteration 53Q: 3 clusters Score -2.126488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182168 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21264880.000000 Penalty: 6011.775391
	Iteration 54Q: 3 clusters Score -2.126488e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182197 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21264886.000000 Penalty: 6011.775391
	Iteration 55Q: 3 clusters Score -2.126489e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182219 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -21264890.000000 Penalty: 6011.775391
	Iteration 56Q: 3 clusters Score -2.126489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182238 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21264876.000000 Penalty: 6011.775391
	Iteration 57Q: 3 clusters Score -2.126488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182253 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21264886.000000 Penalty: 6011.775391
	Iteration 58Q: 3 clusters Score -2.126489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21264898.000000 Penalty: 6011.775391
	Iteration 59Q: 3 clusters Score -2.12649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182281 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21264896.000000 Penalty: 6011.775391
	Iteration 60F: 3 clusters Score -2.12649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182291 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21264926.000000 Penalty: 6011.775391
	Iteration 61Q: 3 clusters Score -2.126493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -21264896.000000 Penalty: 6011.775391
	Iteration 62Q: 3 clusters Score -2.12649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182313 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21264928.000000 Penalty: 6011.775391
	Iteration 63Q: 3 clusters Score -2.126493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182326 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21264944.000000 Penalty: 6011.775391
	Iteration 64Q: 3 clusters Score -2.126494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182332 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21264956.000000 Penalty: 6011.775391
	Iteration 65Q: 3 clusters Score -2.126496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182340 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -21264942.000000 Penalty: 6011.775391
	Iteration 66Q: 3 clusters Score -2.126494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182346 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -21264944.000000 Penalty: 6011.775391
	Iteration 67Q: 3 clusters Score -2.126494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182349 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21264954.000000 Penalty: 6011.775391
	Iteration 68Q: 3 clusters Score -2.126495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21264952.000000 Penalty: 6011.775391
	Iteration 69Q: 3 clusters Score -2.126495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182351 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -21264952.000000 Penalty: 6011.775391
	Iteration 70Q: 3 clusters Score -2.126495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182352 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21264950.000000 Penalty: 6011.775391
	Iteration 71Q: 3 clusters Score -2.126495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21264936.000000 Penalty: 6011.775391
	Iteration 72Q: 3 clusters Score -2.126494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21264936.000000 Penalty: 6011.775391
	Iteration 73F: 3 clusters Score -2.126494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (187688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187688 members 
Entering Unmasked Estep 
Score: -22027944.000000 Penalty: 3011.348877
	Iteration 0F: 2 clusters Score -2.202794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 93951 members 
Entering Unmasked Estep 
Score: -21909006.000000 Penalty: 6022.697754
	Iteration 0F: 3 clusters Score -2.190901e+07 nChanged 89981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 95740 members 
Entering Unmasked Estep 
Score: -21962700.000000 Penalty: 6022.697754
	Iteration 1F: 3 clusters Score -2.19627e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -21964626.000000 Penalty: 6022.697754
	Iteration 2Q: 3 clusters Score -2.196463e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -21966724.000000 Penalty: 6022.697754
	Iteration 3Q: 3 clusters Score -2.196672e+07 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 102548 members 
Entering Unmasked Estep 
Score: -21969904.000000 Penalty: 6022.697754
	Iteration 4Q: 3 clusters Score -2.19699e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 107403 members 
Entering Unmasked Estep 
Score: -21973652.000000 Penalty: 6022.697754
	Iteration 5Q: 3 clusters Score -2.197365e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -21978672.000000 Penalty: 6022.697754
	Iteration 6F: 3 clusters Score -2.197867e+07 nChanged 11378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65077 members 
Mstep: Class 2 contains 122611 members 
Entering Unmasked Estep 
Score: -21985986.000000 Penalty: 6022.697754
	Iteration 7F: 3 clusters Score -2.198599e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 132086 members 
Entering Unmasked Estep 
Score: -21995178.000000 Penalty: 6022.697754
	Iteration 8F: 3 clusters Score -2.199518e+07 nChanged 11030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 140808 members 
Entering Unmasked Estep 
Score: -22004674.000000 Penalty: 6022.697754
	Iteration 9F: 3 clusters Score -2.200467e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -22011606.000000 Penalty: 6022.697754
	Iteration 10Q: 3 clusters Score -2.201161e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 151980 members 
Entering Unmasked Estep 
Score: -22015464.000000 Penalty: 6022.697754
	Iteration 11Q: 3 clusters Score -2.201546e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 156038 members 
Entering Unmasked Estep 
Score: -22017682.000000 Penalty: 6022.697754
	Iteration 12Q: 3 clusters Score -2.201768e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 159736 members 
Entering Unmasked Estep 
Score: -22019374.000000 Penalty: 6022.697754
	Iteration 13Q: 3 clusters Score -2.201937e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 163000 members 
Entering Unmasked Estep 
Score: -22020830.000000 Penalty: 6022.697754
	Iteration 14Q: 3 clusters Score -2.202083e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 165881 members 
Entering Unmasked Estep 
Score: -22021746.000000 Penalty: 6022.697754
	Iteration 15Q: 3 clusters Score -2.202175e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 168413 members 
Entering Unmasked Estep 
Score: -22022728.000000 Penalty: 6022.697754
	Iteration 16Q: 3 clusters Score -2.202273e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 170616 members 
Entering Unmasked Estep 
Score: -22023386.000000 Penalty: 6022.697754
	Iteration 17Q: 3 clusters Score -2.202339e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 172513 members 
Entering Unmasked Estep 
Score: -22023934.000000 Penalty: 6022.697754
	Iteration 18Q: 3 clusters Score -2.202393e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 174166 members 
Entering Unmasked Estep 
Score: -22024332.000000 Penalty: 6022.697754
	Iteration 19Q: 3 clusters Score -2.202433e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 175650 members 
Entering Unmasked Estep 
Score: -22024742.000000 Penalty: 6022.697754
	Iteration 20F: 3 clusters Score -2.202474e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 176908 members 
Entering Unmasked Estep 
Score: -22024950.000000 Penalty: 6022.697754
	Iteration 21Q: 3 clusters Score -2.202495e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 177998 members 
Entering Unmasked Estep 
Score: -22025084.000000 Penalty: 6022.697754
	Iteration 22Q: 3 clusters Score -2.202508e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 178903 members 
Entering Unmasked Estep 
Score: -22025242.000000 Penalty: 6022.697754
	Iteration 23Q: 3 clusters Score -2.202524e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 179721 members 
Entering Unmasked Estep 
Score: -22025412.000000 Penalty: 6022.697754
	Iteration 24Q: 3 clusters Score -2.202541e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 180414 members 
Entering Unmasked Estep 
Score: -22025574.000000 Penalty: 6022.697754
	Iteration 25Q: 3 clusters Score -2.202557e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 180997 members 
Entering Unmasked Estep 
Score: -22025678.000000 Penalty: 6022.697754
	Iteration 26Q: 3 clusters Score -2.202568e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 181456 members 
Entering Unmasked Estep 
Score: -22025742.000000 Penalty: 6022.697754
	Iteration 27Q: 3 clusters Score -2.202574e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 181860 members 
Entering Unmasked Estep 
Score: -22025864.000000 Penalty: 6022.697754
	Iteration 28Q: 3 clusters Score -2.202586e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 182220 members 
Entering Unmasked Estep 
Score: -22025964.000000 Penalty: 6022.697754
	Iteration 29Q: 3 clusters Score -2.202596e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 182512 members 
Entering Unmasked Estep 
Score: -22026024.000000 Penalty: 6022.697754
	Iteration 30Q: 3 clusters Score -2.202602e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 182759 members 
Entering Unmasked Estep 
Score: -22026022.000000 Penalty: 6022.697754
	Iteration 31Q: 3 clusters Score -2.202602e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 182981 members 
Entering Unmasked Estep 
Score: -22025982.000000 Penalty: 6022.697754
	Iteration 32Q: 3 clusters Score -2.202598e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 183176 members 
Entering Unmasked Estep 
Score: -22026038.000000 Penalty: 6022.697754
	Iteration 33Q: 3 clusters Score -2.202604e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 183340 members 
Entering Unmasked Estep 
Score: -22026062.000000 Penalty: 6022.697754
	Iteration 34Q: 3 clusters Score -2.202606e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 183485 members 
Entering Unmasked Estep 
Score: -22026074.000000 Penalty: 6022.697754
	Iteration 35Q: 3 clusters Score -2.202607e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 183602 members 
Entering Unmasked Estep 
Score: -22026062.000000 Penalty: 6022.697754
	Iteration 36Q: 3 clusters Score -2.202606e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 183696 members 
Entering Unmasked Estep 
Score: -22026098.000000 Penalty: 6022.697754
	Iteration 37Q: 3 clusters Score -2.20261e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 183782 members 
Entering Unmasked Estep 
Score: -22026122.000000 Penalty: 6022.697754
	Iteration 38Q: 3 clusters Score -2.202612e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 183855 members 
Entering Unmasked Estep 
Score: -22026120.000000 Penalty: 6022.697754
	Iteration 39Q: 3 clusters Score -2.202612e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 183926 members 
Entering Unmasked Estep 
Score: -22026076.000000 Penalty: 6022.697754
	Iteration 40F: 3 clusters Score -2.202608e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 183983 members 
Entering Unmasked Estep 
Score: -22026102.000000 Penalty: 6022.697754
	Iteration 41Q: 3 clusters Score -2.20261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 184034 members 
Entering Unmasked Estep 
Score: -22026074.000000 Penalty: 6022.697754
	Iteration 42Q: 3 clusters Score -2.202607e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 184081 members 
Entering Unmasked Estep 
Score: -22026088.000000 Penalty: 6022.697754
	Iteration 43Q: 3 clusters Score -2.202609e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 184125 members 
Entering Unmasked Estep 
Score: -22026084.000000 Penalty: 6022.697754
	Iteration 44Q: 3 clusters Score -2.202608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 184172 members 
Entering Unmasked Estep 
Score: -22026044.000000 Penalty: 6022.697754
	Iteration 45Q: 3 clusters Score -2.202604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 184208 members 
Entering Unmasked Estep 
Score: -22026052.000000 Penalty: 6022.697754
	Iteration 46Q: 3 clusters Score -2.202605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 184241 members 
Entering Unmasked Estep 
Score: -22026056.000000 Penalty: 6022.697754
	Iteration 47Q: 3 clusters Score -2.202606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 184278 members 
Entering Unmasked Estep 
Score: -22026080.000000 Penalty: 6022.697754
	Iteration 48Q: 3 clusters Score -2.202608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 184314 members 
Entering Unmasked Estep 
Score: -22026064.000000 Penalty: 6022.697754
	Iteration 49Q: 3 clusters Score -2.202606e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 184351 members 
Entering Unmasked Estep 
Score: -22026110.000000 Penalty: 6022.697754
	Iteration 50Q: 3 clusters Score -2.202611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 184376 members 
Entering Unmasked Estep 
Score: -22026092.000000 Penalty: 6022.697754
	Iteration 51Q: 3 clusters Score -2.202609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 184398 members 
Entering Unmasked Estep 
Score: -22026080.000000 Penalty: 6022.697754
	Iteration 52Q: 3 clusters Score -2.202608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 184421 members 
Entering Unmasked Estep 
Score: -22026060.000000 Penalty: 6022.697754
	Iteration 53Q: 3 clusters Score -2.202606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 184444 members 
Entering Unmasked Estep 
Score: -22026064.000000 Penalty: 6022.697754
	Iteration 54Q: 3 clusters Score -2.202606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 184468 members 
Entering Unmasked Estep 
Score: -22026050.000000 Penalty: 6022.697754
	Iteration 55Q: 3 clusters Score -2.202605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 184490 members 
Entering Unmasked Estep 
Score: -22026062.000000 Penalty: 6022.697754
	Iteration 56Q: 3 clusters Score -2.202606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 184504 members 
Entering Unmasked Estep 
Score: -22026072.000000 Penalty: 6022.697754
	Iteration 57Q: 3 clusters Score -2.202607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 184515 members 
Entering Unmasked Estep 
Score: -22026054.000000 Penalty: 6022.697754
	Iteration 58Q: 3 clusters Score -2.202605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -22026056.000000 Penalty: 6022.697754
	Iteration 59Q: 3 clusters Score -2.202606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 184532 members 
Entering Unmasked Estep 
Score: -22026034.000000 Penalty: 6022.697754
	Iteration 60F: 3 clusters Score -2.202603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 184546 members 
Entering Unmasked Estep 
Score: -22026052.000000 Penalty: 6022.697754
	Iteration 61Q: 3 clusters Score -2.202605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 184560 members 
Entering Unmasked Estep 
Score: -22026034.000000 Penalty: 6022.697754
	Iteration 62Q: 3 clusters Score -2.202603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 184575 members 
Entering Unmasked Estep 
Score: -22026036.000000 Penalty: 6022.697754
	Iteration 63Q: 3 clusters Score -2.202604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 184592 members 
Entering Unmasked Estep 
Score: -22026008.000000 Penalty: 6022.697754
	Iteration 64Q: 3 clusters Score -2.202601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 184611 members 
Entering Unmasked Estep 
Score: -22026008.000000 Penalty: 6022.697754
	Iteration 65Q: 3 clusters Score -2.202601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 184632 members 
Entering Unmasked Estep 
Score: -22026028.000000 Penalty: 6022.697754
	Iteration 66Q: 3 clusters Score -2.202603e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 184648 members 
Entering Unmasked Estep 
Score: -22026036.000000 Penalty: 6022.697754
	Iteration 67Q: 3 clusters Score -2.202604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 184666 members 
Entering Unmasked Estep 
Score: -22026032.000000 Penalty: 6022.697754
	Iteration 68Q: 3 clusters Score -2.202603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 184679 members 
Entering Unmasked Estep 
Score: -22026024.000000 Penalty: 6022.697754
	Iteration 69Q: 3 clusters Score -2.202602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 184688 members 
Entering Unmasked Estep 
Score: -22026016.000000 Penalty: 6022.697754
	Iteration 70Q: 3 clusters Score -2.202602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 184698 members 
Entering Unmasked Estep 
Score: -22026008.000000 Penalty: 6022.697754
	Iteration 71Q: 3 clusters Score -2.202601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 184710 members 
Entering Unmasked Estep 
Score: -22026030.000000 Penalty: 6022.697754
	Iteration 72Q: 3 clusters Score -2.202603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 184719 members 
Entering Unmasked Estep 
Score: -22026046.000000 Penalty: 6022.697754
	Iteration 73Q: 3 clusters Score -2.202605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 184724 members 
Entering Unmasked Estep 
Score: -22026056.000000 Penalty: 6022.697754
	Iteration 74Q: 3 clusters Score -2.202606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 184727 members 
Entering Unmasked Estep 
Score: -22026050.000000 Penalty: 6022.697754
	Iteration 75Q: 3 clusters Score -2.202605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 184729 members 
Entering Unmasked Estep 
Score: -22026038.000000 Penalty: 6022.697754
	Iteration 76Q: 3 clusters Score -2.202604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 184731 members 
Entering Unmasked Estep 
Score: -22026042.000000 Penalty: 6022.697754
	Iteration 77Q: 3 clusters Score -2.202604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 184732 members 
Entering Unmasked Estep 
Score: -22026052.000000 Penalty: 6022.697754
	Iteration 78Q: 3 clusters Score -2.202605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 184733 members 
Entering Unmasked Estep 
Score: -22026046.000000 Penalty: 6022.697754
	Iteration 79Q: 3 clusters Score -2.202605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -22026060.000000 Penalty: 6022.697754
	Iteration 80F: 3 clusters Score -2.202606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -22026046.000000 Penalty: 6022.697754
	Iteration 81Q: 3 clusters Score -2.202605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 184738 members 
Entering Unmasked Estep 
Score: -22026052.000000 Penalty: 6022.697754
	Iteration 82Q: 3 clusters Score -2.202605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 184737 members 
Entering Unmasked Estep 
Score: -22026052.000000 Penalty: 6022.697754
	Iteration 83Q: 3 clusters Score -2.202605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -22026060.000000 Penalty: 6022.697754
	Iteration 84Q: 3 clusters Score -2.202606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -22026060.000000 Penalty: 6022.697754
	Iteration 85F: 3 clusters Score -2.202606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -202525.265625 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -202525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -199996.578125 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -199996.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -201699.203125 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -201699.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203927.859375 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -203927.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -205192.187500 Penalty: 3783.020508
	Iteration 3F: 3 clusters Score -205192.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -206152.484375 Penalty: 3783.020508
	Iteration 4F: 3 clusters Score -206152.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -207208.687500 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -207208.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -207574.640625 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -207574.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -207827.093750 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -207827.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -207868.921875 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -207868.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -207937.593750 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -207937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -207954.453125 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -207954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -207955.250000 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -207955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -207955.250000 Penalty: 3783.020508
	Iteration 12F: 3 clusters Score -207955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 51065 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 187688 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 10 contains 37377 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 48950 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 81043 members 
Mstep: Class 15 contains 123840 members 
Mstep: Class 16 contains 199063 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 65026 members 
Mstep: Class 19 contains 13337 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 204531 members 
Mstep: Class 22 contains 212189 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 11138 members 
Mstep: Class 28 contains 79067 members 
Mstep: Class 29 contains 13998 members 
Mstep: Class 30 contains 9085 members 
Mstep: Class 31 contains 7859 members 
Mstep: Class 32 contains 174820 members 
Mstep: Class 33 contains 1191 members 
Entering Unmasked Estep 
Score: -225935312.000000 Penalty: 118792.648438
Splitting cluster 6 changes total score from -225931408.000000 to -225935312.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 7 (4479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Entering Unmasked Estep 
Score: -486976.812500 Penalty: 2084.974365
	Iteration 0F: 2 clusters Score -486976.8 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 2219 members 
Entering Unmasked Estep 
Score: -482839.812500 Penalty: 4169.948730
	Iteration 0F: 3 clusters Score -482839.8 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -484019.031250 Penalty: 4169.948730
	Iteration 1F: 3 clusters Score -484019 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -484306.875000 Penalty: 4169.948730
	Iteration 2F: 3 clusters Score -484306.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -484500.281250 Penalty: 4169.948730
	Iteration 3F: 3 clusters Score -484500.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -484640.968750 Penalty: 4169.948730
	Iteration 4Q: 3 clusters Score -484641 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -484741.625000 Penalty: 4169.948730
	Iteration 5Q: 3 clusters Score -484741.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -484827.156250 Penalty: 4169.948730
	Iteration 6Q: 3 clusters Score -484827.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -484881.250000 Penalty: 4169.948730
	Iteration 7Q: 3 clusters Score -484881.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -484922.000000 Penalty: 4169.948730
	Iteration 8Q: 3 clusters Score -484922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -484965.562500 Penalty: 4169.948730
	Iteration 9Q: 3 clusters Score -484965.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -484996.031250 Penalty: 4169.948730
	Iteration 10Q: 3 clusters Score -484996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -485022.781250 Penalty: 4169.948730
	Iteration 11Q: 3 clusters Score -485022.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -485043.187500 Penalty: 4169.948730
	Iteration 12Q: 3 clusters Score -485043.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -485063.593750 Penalty: 4169.948730
	Iteration 13Q: 3 clusters Score -485063.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -485080.781250 Penalty: 4169.948730
	Iteration 14Q: 3 clusters Score -485080.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -485099.187500 Penalty: 4169.948730
	Iteration 15Q: 3 clusters Score -485099.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -485125.718750 Penalty: 4169.948730
	Iteration 16Q: 3 clusters Score -485125.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -485146.500000 Penalty: 4169.948730
	Iteration 17Q: 3 clusters Score -485146.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -485170.687500 Penalty: 4169.948730
	Iteration 18Q: 3 clusters Score -485170.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -485199.187500 Penalty: 4169.948730
	Iteration 19Q: 3 clusters Score -485199.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -485226.031250 Penalty: 4169.948730
	Iteration 20F: 3 clusters Score -485226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -485253.468750 Penalty: 4169.948730
	Iteration 21Q: 3 clusters Score -485253.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -485274.562500 Penalty: 4169.948730
	Iteration 22Q: 3 clusters Score -485274.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -485294.187500 Penalty: 4169.948730
	Iteration 23Q: 3 clusters Score -485294.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -485312.437500 Penalty: 4169.948730
	Iteration 24Q: 3 clusters Score -485312.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -485337.406250 Penalty: 4169.948730
	Iteration 25Q: 3 clusters Score -485337.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -485356.625000 Penalty: 4169.948730
	Iteration 26Q: 3 clusters Score -485356.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -485370.500000 Penalty: 4169.948730
	Iteration 27Q: 3 clusters Score -485370.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -485383.593750 Penalty: 4169.948730
	Iteration 28Q: 3 clusters Score -485383.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -485391.593750 Penalty: 4169.948730
	Iteration 29Q: 3 clusters Score -485391.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -485395.750000 Penalty: 4169.948730
	Iteration 30Q: 3 clusters Score -485395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -485400.250000 Penalty: 4169.948730
	Iteration 31Q: 3 clusters Score -485400.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -485404.593750 Penalty: 4169.948730
	Iteration 32Q: 3 clusters Score -485404.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -485411.218750 Penalty: 4169.948730
	Iteration 33Q: 3 clusters Score -485411.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -485421.656250 Penalty: 4169.948730
	Iteration 34Q: 3 clusters Score -485421.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -485433.812500 Penalty: 4169.948730
	Iteration 35Q: 3 clusters Score -485433.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -485442.843750 Penalty: 4169.948730
	Iteration 36Q: 3 clusters Score -485442.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -485444.625000 Penalty: 4169.948730
	Iteration 37Q: 3 clusters Score -485444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -485447.187500 Penalty: 4169.948730
	Iteration 38Q: 3 clusters Score -485447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -485450.531250 Penalty: 4169.948730
	Iteration 39Q: 3 clusters Score -485450.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -485454.500000 Penalty: 4169.948730
	Iteration 40F: 3 clusters Score -485454.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -485459.031250 Penalty: 4169.948730
	Iteration 41Q: 3 clusters Score -485459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -485461.562500 Penalty: 4169.948730
	Iteration 42Q: 3 clusters Score -485461.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -485465.343750 Penalty: 4169.948730
	Iteration 43Q: 3 clusters Score -485465.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -485468.312500 Penalty: 4169.948730
	Iteration 44Q: 3 clusters Score -485468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -485470.343750 Penalty: 4169.948730
	Iteration 45Q: 3 clusters Score -485470.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -485473.093750 Penalty: 4169.948730
	Iteration 46Q: 3 clusters Score -485473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -485473.968750 Penalty: 4169.948730
	Iteration 47Q: 3 clusters Score -485474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -485478.000000 Penalty: 4169.948730
	Iteration 48Q: 3 clusters Score -485478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -485478.843750 Penalty: 4169.948730
	Iteration 49Q: 3 clusters Score -485478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -485482.375000 Penalty: 4169.948730
	Iteration 50Q: 3 clusters Score -485482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -485483.750000 Penalty: 4169.948730
	Iteration 51Q: 3 clusters Score -485483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -485485.968750 Penalty: 4169.948730
	Iteration 52Q: 3 clusters Score -485486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -485487.687500 Penalty: 4169.948730
	Iteration 53Q: 3 clusters Score -485487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -485488.718750 Penalty: 4169.948730
	Iteration 54Q: 3 clusters Score -485488.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -485489.812500 Penalty: 4169.948730
	Iteration 55Q: 3 clusters Score -485489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -485491.562500 Penalty: 4169.948730
	Iteration 56Q: 3 clusters Score -485491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -485493.000000 Penalty: 4169.948730
	Iteration 57Q: 3 clusters Score -485493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -485492.812500 Penalty: 4169.948730
	Iteration 58Q: 3 clusters Score -485492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -485493.593750 Penalty: 4169.948730
	Iteration 59Q: 3 clusters Score -485493.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -485494.125000 Penalty: 4169.948730
	Iteration 60F: 3 clusters Score -485494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -485495.562500 Penalty: 4169.948730
	Iteration 61Q: 3 clusters Score -485495.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -485495.562500 Penalty: 4169.948730
	Iteration 62F: 3 clusters Score -485495.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Entering Unmasked Estep 
Score: -2637293.000000 Penalty: 2485.539551
	Iteration 0F: 2 clusters Score -2637293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2621620.250000 Penalty: 4971.079102
	Iteration 0F: 3 clusters Score -2621620 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2627158.250000 Penalty: 4971.079102
	Iteration 1F: 3 clusters Score -2627158 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2627623.500000 Penalty: 4971.079102
	Iteration 2F: 3 clusters Score -2627624 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2628058.500000 Penalty: 4971.079102
	Iteration 3F: 3 clusters Score -2628058 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2628507.750000 Penalty: 4971.079102
	Iteration 4Q: 3 clusters Score -2628508 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2628967.000000 Penalty: 4971.079102
	Iteration 5Q: 3 clusters Score -2628967 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2629468.000000 Penalty: 4971.079102
	Iteration 6Q: 3 clusters Score -2629468 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2630062.500000 Penalty: 4971.079102
	Iteration 7Q: 3 clusters Score -2630062 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2630754.750000 Penalty: 4971.079102
	Iteration 8Q: 3 clusters Score -2630755 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2631540.250000 Penalty: 4971.079102
	Iteration 9Q: 3 clusters Score -2631540 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2632230.250000 Penalty: 4971.079102
	Iteration 10Q: 3 clusters Score -2632230 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2632799.250000 Penalty: 4971.079102
	Iteration 11Q: 3 clusters Score -2632799 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2633219.250000 Penalty: 4971.079102
	Iteration 12Q: 3 clusters Score -2633219 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2633523.250000 Penalty: 4971.079102
	Iteration 13Q: 3 clusters Score -2633523 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2633752.250000 Penalty: 4971.079102
	Iteration 14Q: 3 clusters Score -2633752 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2633929.500000 Penalty: 4971.079102
	Iteration 15Q: 3 clusters Score -2633930 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2634101.500000 Penalty: 4971.079102
	Iteration 16Q: 3 clusters Score -2634102 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2634228.500000 Penalty: 4971.079102
	Iteration 17Q: 3 clusters Score -2634228 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2634353.750000 Penalty: 4971.079102
	Iteration 18Q: 3 clusters Score -2634354 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2634468.750000 Penalty: 4971.079102
	Iteration 19Q: 3 clusters Score -2634469 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2634579.500000 Penalty: 4971.079102
	Iteration 20F: 3 clusters Score -2634580 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2634664.750000 Penalty: 4971.079102
	Iteration 21Q: 3 clusters Score -2634665 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2634761.500000 Penalty: 4971.079102
	Iteration 22Q: 3 clusters Score -2634762 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2634853.500000 Penalty: 4971.079102
	Iteration 23Q: 3 clusters Score -2634854 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2634937.250000 Penalty: 4971.079102
	Iteration 24Q: 3 clusters Score -2634937 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -2635025.250000 Penalty: 4971.079102
	Iteration 25Q: 3 clusters Score -2635025 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2635117.000000 Penalty: 4971.079102
	Iteration 26Q: 3 clusters Score -2635117 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2635214.500000 Penalty: 4971.079102
	Iteration 27Q: 3 clusters Score -2635214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2635295.750000 Penalty: 4971.079102
	Iteration 28Q: 3 clusters Score -2635296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2635363.000000 Penalty: 4971.079102
	Iteration 29Q: 3 clusters Score -2635363 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2635402.750000 Penalty: 4971.079102
	Iteration 30Q: 3 clusters Score -2635403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2635420.250000 Penalty: 4971.079102
	Iteration 31Q: 3 clusters Score -2635420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2635440.750000 Penalty: 4971.079102
	Iteration 32Q: 3 clusters Score -2635441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2635449.500000 Penalty: 4971.079102
	Iteration 33Q: 3 clusters Score -2635450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2635458.000000 Penalty: 4971.079102
	Iteration 34Q: 3 clusters Score -2635458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2635458.500000 Penalty: 4971.079102
	Iteration 35Q: 3 clusters Score -2635458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2635461.750000 Penalty: 4971.079102
	Iteration 36Q: 3 clusters Score -2635462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2635463.250000 Penalty: 4971.079102
	Iteration 37Q: 3 clusters Score -2635463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2635466.750000 Penalty: 4971.079102
	Iteration 38Q: 3 clusters Score -2635467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2635471.250000 Penalty: 4971.079102
	Iteration 39Q: 3 clusters Score -2635471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2635474.000000 Penalty: 4971.079102
	Iteration 40F: 3 clusters Score -2635474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2635476.000000 Penalty: 4971.079102
	Iteration 41Q: 3 clusters Score -2635476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2635479.000000 Penalty: 4971.079102
	Iteration 42Q: 3 clusters Score -2635479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2635477.750000 Penalty: 4971.079102
	Iteration 43Q: 3 clusters Score -2635478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2635477.000000 Penalty: 4971.079102
	Iteration 44Q: 3 clusters Score -2635477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2635477.000000 Penalty: 4971.079102
	Iteration 45F: 3 clusters Score -2635477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Entering Unmasked Estep 
Score: -2754583.500000 Penalty: 2501.260010
	Iteration 0F: 2 clusters Score -2754584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2737930.750000 Penalty: 5002.520020
	Iteration 0F: 3 clusters Score -2737931 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2743580.750000 Penalty: 5002.520020
	Iteration 1F: 3 clusters Score -2743581 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2744116.500000 Penalty: 5002.520020
	Iteration 2F: 3 clusters Score -2744116 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2744632.000000 Penalty: 5002.520020
	Iteration 3F: 3 clusters Score -2744632 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2745220.000000 Penalty: 5002.520020
	Iteration 4F: 3 clusters Score -2745220 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2745804.750000 Penalty: 5002.520020
	Iteration 5F: 3 clusters Score -2745805 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2746347.750000 Penalty: 5002.520020
	Iteration 6Q: 3 clusters Score -2746348 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2746868.750000 Penalty: 5002.520020
	Iteration 7Q: 3 clusters Score -2746869 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2747339.000000 Penalty: 5002.520020
	Iteration 8Q: 3 clusters Score -2747339 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2747757.000000 Penalty: 5002.520020
	Iteration 9Q: 3 clusters Score -2747757 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2748125.250000 Penalty: 5002.520020
	Iteration 10Q: 3 clusters Score -2748125 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2748430.250000 Penalty: 5002.520020
	Iteration 11Q: 3 clusters Score -2748430 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2748771.000000 Penalty: 5002.520020
	Iteration 12Q: 3 clusters Score -2748771 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2749060.000000 Penalty: 5002.520020
	Iteration 13Q: 3 clusters Score -2749060 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2749355.750000 Penalty: 5002.520020
	Iteration 14Q: 3 clusters Score -2749356 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2749701.750000 Penalty: 5002.520020
	Iteration 15Q: 3 clusters Score -2749702 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2750045.750000 Penalty: 5002.520020
	Iteration 16Q: 3 clusters Score -2750046 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2750394.000000 Penalty: 5002.520020
	Iteration 17Q: 3 clusters Score -2750394 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2750747.000000 Penalty: 5002.520020
	Iteration 18Q: 3 clusters Score -2750747 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2751106.000000 Penalty: 5002.520020
	Iteration 19Q: 3 clusters Score -2751106 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2751401.500000 Penalty: 5002.520020
	Iteration 20F: 3 clusters Score -2751402 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2751669.500000 Penalty: 5002.520020
	Iteration 21Q: 3 clusters Score -2751670 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2751893.000000 Penalty: 5002.520020
	Iteration 22Q: 3 clusters Score -2751893 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2752075.250000 Penalty: 5002.520020
	Iteration 23Q: 3 clusters Score -2752075 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2752153.500000 Penalty: 5002.520020
	Iteration 24Q: 3 clusters Score -2752154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2752214.000000 Penalty: 5002.520020
	Iteration 25Q: 3 clusters Score -2752214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2752252.750000 Penalty: 5002.520020
	Iteration 26Q: 3 clusters Score -2752253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2752287.500000 Penalty: 5002.520020
	Iteration 27Q: 3 clusters Score -2752288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2752316.250000 Penalty: 5002.520020
	Iteration 28Q: 3 clusters Score -2752316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2752345.250000 Penalty: 5002.520020
	Iteration 29Q: 3 clusters Score -2752345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2752360.000000 Penalty: 5002.520020
	Iteration 30Q: 3 clusters Score -2752360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2752374.250000 Penalty: 5002.520020
	Iteration 31Q: 3 clusters Score -2752374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2752391.000000 Penalty: 5002.520020
	Iteration 32Q: 3 clusters Score -2752391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2752393.000000 Penalty: 5002.520020
	Iteration 33Q: 3 clusters Score -2752393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2752400.750000 Penalty: 5002.520020
	Iteration 34Q: 3 clusters Score -2752401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2752401.000000 Penalty: 5002.520020
	Iteration 35Q: 3 clusters Score -2752401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2752405.500000 Penalty: 5002.520020
	Iteration 36Q: 3 clusters Score -2752406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2752410.250000 Penalty: 5002.520020
	Iteration 37Q: 3 clusters Score -2752410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2752415.500000 Penalty: 5002.520020
	Iteration 38Q: 3 clusters Score -2752416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2752419.750000 Penalty: 5002.520020
	Iteration 39Q: 3 clusters Score -2752420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2752420.750000 Penalty: 5002.520020
	Iteration 40F: 3 clusters Score -2752421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Entering Unmasked Estep 
Score: -4238635.000000 Penalty: 2611.145020
	Iteration 0F: 2 clusters Score -4238635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4213154.500000 Penalty: 5222.290039
	Iteration 0F: 3 clusters Score -4213154 nChanged 17091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4222990.000000 Penalty: 5222.290039
	Iteration 1F: 3 clusters Score -4222990 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -4223865.500000 Penalty: 5222.290039
	Iteration 2F: 3 clusters Score -4223866 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4224948.000000 Penalty: 5222.290039
	Iteration 3F: 3 clusters Score -4224948 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4226289.500000 Penalty: 5222.290039
	Iteration 4F: 3 clusters Score -4226290 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4227767.000000 Penalty: 5222.290039
	Iteration 5F: 3 clusters Score -4227767 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -4229217.500000 Penalty: 5222.290039
	Iteration 6F: 3 clusters Score -4229218 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -4230636.500000 Penalty: 5222.290039
	Iteration 7F: 3 clusters Score -4230636 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4232049.000000 Penalty: 5222.290039
	Iteration 8F: 3 clusters Score -4232049 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4233580.000000 Penalty: 5222.290039
	Iteration 9Q: 3 clusters Score -4233580 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4235124.500000 Penalty: 5222.290039
	Iteration 10Q: 3 clusters Score -4235124 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4236347.000000 Penalty: 5222.290039
	Iteration 11Q: 3 clusters Score -4236347 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4237158.500000 Penalty: 5222.290039
	Iteration 12Q: 3 clusters Score -4237158 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4237701.000000 Penalty: 5222.290039
	Iteration 13Q: 3 clusters Score -4237701 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4238079.500000 Penalty: 5222.290039
	Iteration 14Q: 3 clusters Score -4238080 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -4238328.000000 Penalty: 5222.290039
	Iteration 15Q: 3 clusters Score -4238328 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -4238485.500000 Penalty: 5222.290039
	Iteration 16Q: 3 clusters Score -4238486 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4238601.000000 Penalty: 5222.290039
	Iteration 17Q: 3 clusters Score -4238601 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -4238678.500000 Penalty: 5222.290039
	Iteration 18Q: 3 clusters Score -4238678 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4238754.000000 Penalty: 5222.290039
	Iteration 19Q: 3 clusters Score -4238754 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -4238791.500000 Penalty: 5222.290039
	Iteration 20F: 3 clusters Score -4238792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4238824.500000 Penalty: 5222.290039
	Iteration 21Q: 3 clusters Score -4238824 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -4238852.500000 Penalty: 5222.290039
	Iteration 22Q: 3 clusters Score -4238852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -4238874.000000 Penalty: 5222.290039
	Iteration 23Q: 3 clusters Score -4238874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -4238891.500000 Penalty: 5222.290039
	Iteration 24Q: 3 clusters Score -4238892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4238926.000000 Penalty: 5222.290039
	Iteration 25Q: 3 clusters Score -4238926 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -4238947.500000 Penalty: 5222.290039
	Iteration 26Q: 3 clusters Score -4238948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4238962.000000 Penalty: 5222.290039
	Iteration 27Q: 3 clusters Score -4238962 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -4238971.000000 Penalty: 5222.290039
	Iteration 28Q: 3 clusters Score -4238971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -4238992.000000 Penalty: 5222.290039
	Iteration 29Q: 3 clusters Score -4238992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -4239009.000000 Penalty: 5222.290039
	Iteration 30Q: 3 clusters Score -4239009 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -4239015.000000 Penalty: 5222.290039
	Iteration 31Q: 3 clusters Score -4239015 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -4239037.500000 Penalty: 5222.290039
	Iteration 32Q: 3 clusters Score -4239038 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4239049.000000 Penalty: 5222.290039
	Iteration 33Q: 3 clusters Score -4239049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -4239053.500000 Penalty: 5222.290039
	Iteration 34Q: 3 clusters Score -4239054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -4239068.000000 Penalty: 5222.290039
	Iteration 35Q: 3 clusters Score -4239068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4239068.000000 Penalty: 5222.290039
	Iteration 36Q: 3 clusters Score -4239068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4239085.500000 Penalty: 5222.290039
	Iteration 37Q: 3 clusters Score -4239086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -4239095.000000 Penalty: 5222.290039
	Iteration 38Q: 3 clusters Score -4239095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -4239100.000000 Penalty: 5222.290039
	Iteration 39Q: 3 clusters Score -4239100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -4239103.500000 Penalty: 5222.290039
	Iteration 40F: 3 clusters Score -4239104 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -4239116.000000 Penalty: 5222.290039
	Iteration 41Q: 3 clusters Score -4239116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4239119.000000 Penalty: 5222.290039
	Iteration 42Q: 3 clusters Score -4239119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -4239124.000000 Penalty: 5222.290039
	Iteration 43Q: 3 clusters Score -4239124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4239132.000000 Penalty: 5222.290039
	Iteration 44Q: 3 clusters Score -4239132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -4239137.500000 Penalty: 5222.290039
	Iteration 45Q: 3 clusters Score -4239138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4239138.500000 Penalty: 5222.290039
	Iteration 46Q: 3 clusters Score -4239138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4239135.000000 Penalty: 5222.290039
	Iteration 47Q: 3 clusters Score -4239135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4239142.500000 Penalty: 5222.290039
	Iteration 48Q: 3 clusters Score -4239142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -4239139.000000 Penalty: 5222.290039
	Iteration 49Q: 3 clusters Score -4239139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4239157.500000 Penalty: 5222.290039
	Iteration 50Q: 3 clusters Score -4239158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4239153.000000 Penalty: 5222.290039
	Iteration 51Q: 3 clusters Score -4239153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4239152.000000 Penalty: 5222.290039
	Iteration 52Q: 3 clusters Score -4239152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4239151.500000 Penalty: 5222.290039
	Iteration 53Q: 3 clusters Score -4239152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -4239154.000000 Penalty: 5222.290039
	Iteration 54Q: 3 clusters Score -4239154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4239151.000000 Penalty: 5222.290039
	Iteration 55Q: 3 clusters Score -4239151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -4239163.500000 Penalty: 5222.290039
	Iteration 56Q: 3 clusters Score -4239164 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -4239167.500000 Penalty: 5222.290039
	Iteration 57Q: 3 clusters Score -4239168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -4239173.500000 Penalty: 5222.290039
	Iteration 58Q: 3 clusters Score -4239174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -4239168.000000 Penalty: 5222.290039
	Iteration 59Q: 3 clusters Score -4239168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -4239173.000000 Penalty: 5222.290039
	Iteration 60F: 3 clusters Score -4239173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4239169.500000 Penalty: 5222.290039
	Iteration 61Q: 3 clusters Score -4239170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -4239183.500000 Penalty: 5222.290039
	Iteration 62Q: 3 clusters Score -4239184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -4239183.000000 Penalty: 5222.290039
	Iteration 63Q: 3 clusters Score -4239183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4239170.000000 Penalty: 5222.290039
	Iteration 64Q: 3 clusters Score -4239170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4239173.000000 Penalty: 5222.290039
	Iteration 65Q: 3 clusters Score -4239173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4239177.500000 Penalty: 5222.290039
	Iteration 66Q: 3 clusters Score -4239178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -4239175.000000 Penalty: 5222.290039
	Iteration 67Q: 3 clusters Score -4239175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4239174.500000 Penalty: 5222.290039
	Iteration 68Q: 3 clusters Score -4239174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4239170.500000 Penalty: 5222.290039
	Iteration 69Q: 3 clusters Score -4239170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -4239175.000000 Penalty: 5222.290039
	Iteration 70Q: 3 clusters Score -4239175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4239171.500000 Penalty: 5222.290039
	Iteration 71Q: 3 clusters Score -4239172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -4239172.500000 Penalty: 5222.290039
	Iteration 72Q: 3 clusters Score -4239172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4239171.500000 Penalty: 5222.290039
	Iteration 73Q: 3 clusters Score -4239172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -4239172.000000 Penalty: 5222.290039
	Iteration 74Q: 3 clusters Score -4239172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -4239168.000000 Penalty: 5222.290039
	Iteration 75Q: 3 clusters Score -4239168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4239167.000000 Penalty: 5222.290039
	Iteration 76Q: 3 clusters Score -4239167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4239161.000000 Penalty: 5222.290039
	Iteration 77Q: 3 clusters Score -4239161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -4239168.500000 Penalty: 5222.290039
	Iteration 78Q: 3 clusters Score -4239168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -4239165.500000 Penalty: 5222.290039
	Iteration 79Q: 3 clusters Score -4239166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4239170.500000 Penalty: 5222.290039
	Iteration 80F: 3 clusters Score -4239170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -4239172.000000 Penalty: 5222.290039
	Iteration 81Q: 3 clusters Score -4239172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4239174.000000 Penalty: 5222.290039
	Iteration 82Q: 3 clusters Score -4239174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4239176.500000 Penalty: 5222.290039
	Iteration 83Q: 3 clusters Score -4239176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4239174.500000 Penalty: 5222.290039
	Iteration 84Q: 3 clusters Score -4239174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -4239177.000000 Penalty: 5222.290039
	Iteration 85Q: 3 clusters Score -4239177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4239180.000000 Penalty: 5222.290039
	Iteration 86Q: 3 clusters Score -4239180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4239179.000000 Penalty: 5222.290039
	Iteration 87Q: 3 clusters Score -4239179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -4239179.000000 Penalty: 5222.290039
	Iteration 88F: 3 clusters Score -4239179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 51065 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 187688 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 10 contains 27702 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 48950 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 81043 members 
Mstep: Class 15 contains 123840 members 
Mstep: Class 16 contains 199063 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 65026 members 
Mstep: Class 19 contains 13337 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 204531 members 
Mstep: Class 22 contains 212189 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 11138 members 
Mstep: Class 28 contains 79067 members 
Mstep: Class 29 contains 13998 members 
Mstep: Class 30 contains 9085 members 
Mstep: Class 31 contains 7859 members 
Mstep: Class 32 contains 174820 members 
Mstep: Class 33 contains 1191 members 
Mstep: Class 34 contains 9675 members 
Entering Unmasked Estep 
Score: -225934944.000000 Penalty: 122392.429688
Splitting cluster 10 changes total score from -225931408.000000 to -225934944.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (43060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Entering Unmasked Estep 
Score: -4984600.000000 Penalty: 2646.246826
	Iteration 0F: 2 clusters Score -4984600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4955440.000000 Penalty: 5292.493652
	Iteration 0F: 3 clusters Score -4955440 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -4966534.000000 Penalty: 5292.493652
	Iteration 1F: 3 clusters Score -4966534 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4967134.000000 Penalty: 5292.493652
	Iteration 2Q: 3 clusters Score -4967134 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4967757.500000 Penalty: 5292.493652
	Iteration 3Q: 3 clusters Score -4967758 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4968389.500000 Penalty: 5292.493652
	Iteration 4Q: 3 clusters Score -4968390 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4969141.000000 Penalty: 5292.493652
	Iteration 5Q: 3 clusters Score -4969141 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -4970007.500000 Penalty: 5292.493652
	Iteration 6Q: 3 clusters Score -4970008 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -4970947.000000 Penalty: 5292.493652
	Iteration 7F: 3 clusters Score -4970947 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4971951.500000 Penalty: 5292.493652
	Iteration 8F: 3 clusters Score -4971952 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -4972998.500000 Penalty: 5292.493652
	Iteration 9F: 3 clusters Score -4972998 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -4974091.500000 Penalty: 5292.493652
	Iteration 10F: 3 clusters Score -4974092 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4975099.500000 Penalty: 5292.493652
	Iteration 11Q: 3 clusters Score -4975100 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4976229.000000 Penalty: 5292.493652
	Iteration 12Q: 3 clusters Score -4976229 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4977458.000000 Penalty: 5292.493652
	Iteration 13Q: 3 clusters Score -4977458 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4978688.000000 Penalty: 5292.493652
	Iteration 14Q: 3 clusters Score -4978688 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4979853.500000 Penalty: 5292.493652
	Iteration 15Q: 3 clusters Score -4979854 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4980862.000000 Penalty: 5292.493652
	Iteration 16Q: 3 clusters Score -4980862 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -4981617.500000 Penalty: 5292.493652
	Iteration 17Q: 3 clusters Score -4981618 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4982234.500000 Penalty: 5292.493652
	Iteration 18Q: 3 clusters Score -4982234 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -4982655.000000 Penalty: 5292.493652
	Iteration 19Q: 3 clusters Score -4982655 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -4982937.500000 Penalty: 5292.493652
	Iteration 20F: 3 clusters Score -4982938 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -4983134.500000 Penalty: 5292.493652
	Iteration 21Q: 3 clusters Score -4983134 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -4983248.000000 Penalty: 5292.493652
	Iteration 22Q: 3 clusters Score -4983248 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4983341.000000 Penalty: 5292.493652
	Iteration 23Q: 3 clusters Score -4983341 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -4983403.000000 Penalty: 5292.493652
	Iteration 24Q: 3 clusters Score -4983403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -4983440.500000 Penalty: 5292.493652
	Iteration 25Q: 3 clusters Score -4983440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4983468.000000 Penalty: 5292.493652
	Iteration 26Q: 3 clusters Score -4983468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -4983481.500000 Penalty: 5292.493652
	Iteration 27Q: 3 clusters Score -4983482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -4983495.500000 Penalty: 5292.493652
	Iteration 28Q: 3 clusters Score -4983496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -4983499.000000 Penalty: 5292.493652
	Iteration 29Q: 3 clusters Score -4983499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -4983506.000000 Penalty: 5292.493652
	Iteration 30Q: 3 clusters Score -4983506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -4983508.500000 Penalty: 5292.493652
	Iteration 31Q: 3 clusters Score -4983508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -4983507.500000 Penalty: 5292.493652
	Iteration 32Q: 3 clusters Score -4983508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -4983520.000000 Penalty: 5292.493652
	Iteration 33Q: 3 clusters Score -4983520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -4983520.500000 Penalty: 5292.493652
	Iteration 34Q: 3 clusters Score -4983520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -4983518.500000 Penalty: 5292.493652
	Iteration 35Q: 3 clusters Score -4983518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -4983521.500000 Penalty: 5292.493652
	Iteration 36Q: 3 clusters Score -4983522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -4983519.000000 Penalty: 5292.493652
	Iteration 37Q: 3 clusters Score -4983519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -4983524.500000 Penalty: 5292.493652
	Iteration 38Q: 3 clusters Score -4983524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -4983527.500000 Penalty: 5292.493652
	Iteration 39Q: 3 clusters Score -4983528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -4983526.000000 Penalty: 5292.493652
	Iteration 40F: 3 clusters Score -4983526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -4983522.000000 Penalty: 5292.493652
	Iteration 41Q: 3 clusters Score -4983522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -4983529.000000 Penalty: 5292.493652
	Iteration 42Q: 3 clusters Score -4983529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4983528.000000 Penalty: 5292.493652
	Iteration 43Q: 3 clusters Score -4983528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -4983528.000000 Penalty: 5292.493652
	Iteration 44Q: 3 clusters Score -4983528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -4983522.000000 Penalty: 5292.493652
	Iteration 45Q: 3 clusters Score -4983522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -4983528.500000 Penalty: 5292.493652
	Iteration 46Q: 3 clusters Score -4983528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -4983533.500000 Penalty: 5292.493652
	Iteration 47Q: 3 clusters Score -4983534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -4983534.500000 Penalty: 5292.493652
	Iteration 48Q: 3 clusters Score -4983534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4983536.000000 Penalty: 5292.493652
	Iteration 49Q: 3 clusters Score -4983536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -4983535.500000 Penalty: 5292.493652
	Iteration 50Q: 3 clusters Score -4983536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -4983539.000000 Penalty: 5292.493652
	Iteration 51Q: 3 clusters Score -4983539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -4983539.000000 Penalty: 5292.493652
	Iteration 52F: 3 clusters Score -4983539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Entering Unmasked Estep 
Score: -5266566.500000 Penalty: 2678.041504
	Iteration 0F: 2 clusters Score -5266566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -5233546.000000 Penalty: 5356.083008
	Iteration 0F: 3 clusters Score -5233546 nChanged 22618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -5247614.000000 Penalty: 5356.083008
	Iteration 1F: 3 clusters Score -5247614 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -5249713.000000 Penalty: 5356.083008
	Iteration 2F: 3 clusters Score -5249713 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -5251979.500000 Penalty: 5356.083008
	Iteration 3F: 3 clusters Score -5251980 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -5254263.000000 Penalty: 5356.083008
	Iteration 4F: 3 clusters Score -5254263 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -5256562.500000 Penalty: 5356.083008
	Iteration 5F: 3 clusters Score -5256562 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5258739.500000 Penalty: 5356.083008
	Iteration 6F: 3 clusters Score -5258740 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -5260318.500000 Penalty: 5356.083008
	Iteration 7F: 3 clusters Score -5260318 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5261313.500000 Penalty: 5356.083008
	Iteration 8Q: 3 clusters Score -5261314 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -5261995.500000 Penalty: 5356.083008
	Iteration 9Q: 3 clusters Score -5261996 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -5262569.000000 Penalty: 5356.083008
	Iteration 10Q: 3 clusters Score -5262569 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -5263065.000000 Penalty: 5356.083008
	Iteration 11Q: 3 clusters Score -5263065 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5263376.000000 Penalty: 5356.083008
	Iteration 12Q: 3 clusters Score -5263376 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -5263646.000000 Penalty: 5356.083008
	Iteration 13Q: 3 clusters Score -5263646 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5263872.500000 Penalty: 5356.083008
	Iteration 14Q: 3 clusters Score -5263872 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -5264116.000000 Penalty: 5356.083008
	Iteration 15Q: 3 clusters Score -5264116 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -5264323.500000 Penalty: 5356.083008
	Iteration 16Q: 3 clusters Score -5264324 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -5264621.000000 Penalty: 5356.083008
	Iteration 17Q: 3 clusters Score -5264621 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -5264868.000000 Penalty: 5356.083008
	Iteration 18Q: 3 clusters Score -5264868 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5265101.000000 Penalty: 5356.083008
	Iteration 19Q: 3 clusters Score -5265101 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -5265315.500000 Penalty: 5356.083008
	Iteration 20F: 3 clusters Score -5265316 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -5265570.000000 Penalty: 5356.083008
	Iteration 21Q: 3 clusters Score -5265570 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -5265810.000000 Penalty: 5356.083008
	Iteration 22Q: 3 clusters Score -5265810 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -5266021.000000 Penalty: 5356.083008
	Iteration 23Q: 3 clusters Score -5266021 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5266255.000000 Penalty: 5356.083008
	Iteration 24Q: 3 clusters Score -5266255 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5266453.500000 Penalty: 5356.083008
	Iteration 25Q: 3 clusters Score -5266454 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -5266629.000000 Penalty: 5356.083008
	Iteration 26Q: 3 clusters Score -5266629 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5266770.000000 Penalty: 5356.083008
	Iteration 27Q: 3 clusters Score -5266770 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5266903.500000 Penalty: 5356.083008
	Iteration 28Q: 3 clusters Score -5266904 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -5267032.500000 Penalty: 5356.083008
	Iteration 29Q: 3 clusters Score -5267032 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -5267152.000000 Penalty: 5356.083008
	Iteration 30Q: 3 clusters Score -5267152 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5267259.500000 Penalty: 5356.083008
	Iteration 31Q: 3 clusters Score -5267260 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5267381.000000 Penalty: 5356.083008
	Iteration 32Q: 3 clusters Score -5267381 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5267435.500000 Penalty: 5356.083008
	Iteration 33Q: 3 clusters Score -5267436 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -5267527.500000 Penalty: 5356.083008
	Iteration 34Q: 3 clusters Score -5267528 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5267651.000000 Penalty: 5356.083008
	Iteration 35Q: 3 clusters Score -5267651 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5267768.000000 Penalty: 5356.083008
	Iteration 36Q: 3 clusters Score -5267768 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -5267908.000000 Penalty: 5356.083008
	Iteration 37Q: 3 clusters Score -5267908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5268030.500000 Penalty: 5356.083008
	Iteration 38Q: 3 clusters Score -5268030 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5268123.000000 Penalty: 5356.083008
	Iteration 39Q: 3 clusters Score -5268123 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5268164.000000 Penalty: 5356.083008
	Iteration 40F: 3 clusters Score -5268164 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -5268233.500000 Penalty: 5356.083008
	Iteration 41Q: 3 clusters Score -5268234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -5268236.500000 Penalty: 5356.083008
	Iteration 42Q: 3 clusters Score -5268236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -5268260.500000 Penalty: 5356.083008
	Iteration 43Q: 3 clusters Score -5268260 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -5268302.500000 Penalty: 5356.083008
	Iteration 44Q: 3 clusters Score -5268302 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5268326.000000 Penalty: 5356.083008
	Iteration 45Q: 3 clusters Score -5268326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -5268346.000000 Penalty: 5356.083008
	Iteration 46Q: 3 clusters Score -5268346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5268378.000000 Penalty: 5356.083008
	Iteration 47Q: 3 clusters Score -5268378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5268422.500000 Penalty: 5356.083008
	Iteration 48Q: 3 clusters Score -5268422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -5268441.000000 Penalty: 5356.083008
	Iteration 49Q: 3 clusters Score -5268441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -5268452.000000 Penalty: 5356.083008
	Iteration 50Q: 3 clusters Score -5268452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5268447.500000 Penalty: 5356.083008
	Iteration 51Q: 3 clusters Score -5268448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -5268452.000000 Penalty: 5356.083008
	Iteration 52Q: 3 clusters Score -5268452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5268465.500000 Penalty: 5356.083008
	Iteration 53Q: 3 clusters Score -5268466 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -5268489.500000 Penalty: 5356.083008
	Iteration 54Q: 3 clusters Score -5268490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5268499.000000 Penalty: 5356.083008
	Iteration 55Q: 3 clusters Score -5268499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5268502.500000 Penalty: 5356.083008
	Iteration 56Q: 3 clusters Score -5268502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5268496.500000 Penalty: 5356.083008
	Iteration 57Q: 3 clusters Score -5268496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5268501.000000 Penalty: 5356.083008
	Iteration 58Q: 3 clusters Score -5268501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -5268503.000000 Penalty: 5356.083008
	Iteration 59Q: 3 clusters Score -5268503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -5268515.000000 Penalty: 5356.083008
	Iteration 60F: 3 clusters Score -5268515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -5268522.500000 Penalty: 5356.083008
	Iteration 61Q: 3 clusters Score -5268522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5268514.000000 Penalty: 5356.083008
	Iteration 62Q: 3 clusters Score -5268514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -5268508.500000 Penalty: 5356.083008
	Iteration 63Q: 3 clusters Score -5268508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -5268513.500000 Penalty: 5356.083008
	Iteration 64Q: 3 clusters Score -5268514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5268508.000000 Penalty: 5356.083008
	Iteration 65Q: 3 clusters Score -5268508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -5268509.500000 Penalty: 5356.083008
	Iteration 66Q: 3 clusters Score -5268510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -5268510.500000 Penalty: 5356.083008
	Iteration 67Q: 3 clusters Score -5268510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -5268512.500000 Penalty: 5356.083008
	Iteration 68Q: 3 clusters Score -5268512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -5268512.000000 Penalty: 5356.083008
	Iteration 69Q: 3 clusters Score -5268512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -5268514.500000 Penalty: 5356.083008
	Iteration 70Q: 3 clusters Score -5268514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -5268514.500000 Penalty: 5356.083008
	Iteration 71Q: 3 clusters Score -5268514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -5268513.000000 Penalty: 5356.083008
	Iteration 72Q: 3 clusters Score -5268513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5268519.000000 Penalty: 5356.083008
	Iteration 73Q: 3 clusters Score -5268519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5268519.000000 Penalty: 5356.083008
	Iteration 74Q: 3 clusters Score -5268519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -5268520.000000 Penalty: 5356.083008
	Iteration 75Q: 3 clusters Score -5268520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -5268517.500000 Penalty: 5356.083008
	Iteration 76Q: 3 clusters Score -5268518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5268520.500000 Penalty: 5356.083008
	Iteration 77Q: 3 clusters Score -5268520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5268520.500000 Penalty: 5356.083008
	Iteration 78F: 3 clusters Score -5268520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 51065 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 187688 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 10 contains 27702 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 81043 members 
Mstep: Class 15 contains 123840 members 
Mstep: Class 16 contains 199063 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 65026 members 
Mstep: Class 19 contains 13337 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 204531 members 
Mstep: Class 22 contains 212189 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 1138 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 11138 members 
Mstep: Class 28 contains 79067 members 
Mstep: Class 29 contains 13998 members 
Mstep: Class 30 contains 9085 members 
Mstep: Class 31 contains 7859 members 
Mstep: Class 32 contains 174820 members 
Mstep: Class 33 contains 1191 members 
Mstep: Class 34 contains 9675 members 
Mstep: Class 35 contains 43677 members 
Entering Unmasked Estep 
Score: -225935536.000000 Penalty: 125992.203125
Splitting cluster 12 changes total score from -225931408.000000 to -225935536.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -946820.312500 Penalty: 2256.736572
	Iteration 0F: 2 clusters Score -946820.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -939765.375000 Penalty: 4513.473145
	Iteration 0F: 3 clusters Score -939765.4 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -942157.750000 Penalty: 4513.473145
	Iteration 1F: 3 clusters Score -942157.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -943055.000000 Penalty: 4513.473145
	Iteration 2F: 3 clusters Score -943055 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -943914.687500 Penalty: 4513.473145
	Iteration 3F: 3 clusters Score -943914.7 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -944610.875000 Penalty: 4513.473145
	Iteration 4F: 3 clusters Score -944610.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -945060.687500 Penalty: 4513.473145
	Iteration 5F: 3 clusters Score -945060.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -945335.875000 Penalty: 4513.473145
	Iteration 6Q: 3 clusters Score -945335.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -945544.812500 Penalty: 4513.473145
	Iteration 7Q: 3 clusters Score -945544.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -945666.187500 Penalty: 4513.473145
	Iteration 8Q: 3 clusters Score -945666.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -945740.000000 Penalty: 4513.473145
	Iteration 9Q: 3 clusters Score -945740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -945782.937500 Penalty: 4513.473145
	Iteration 10Q: 3 clusters Score -945782.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -945819.250000 Penalty: 4513.473145
	Iteration 11Q: 3 clusters Score -945819.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -945840.562500 Penalty: 4513.473145
	Iteration 12Q: 3 clusters Score -945840.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -945851.375000 Penalty: 4513.473145
	Iteration 13Q: 3 clusters Score -945851.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -945864.625000 Penalty: 4513.473145
	Iteration 14Q: 3 clusters Score -945864.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -945871.875000 Penalty: 4513.473145
	Iteration 15Q: 3 clusters Score -945871.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -945873.437500 Penalty: 4513.473145
	Iteration 16Q: 3 clusters Score -945873.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -945879.500000 Penalty: 4513.473145
	Iteration 17Q: 3 clusters Score -945879.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -945882.812500 Penalty: 4513.473145
	Iteration 18Q: 3 clusters Score -945882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -945886.062500 Penalty: 4513.473145
	Iteration 19Q: 3 clusters Score -945886.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -945891.000000 Penalty: 4513.473145
	Iteration 20F: 3 clusters Score -945891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -945891.375000 Penalty: 4513.473145
	Iteration 21Q: 3 clusters Score -945891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -945892.000000 Penalty: 4513.473145
	Iteration 22Q: 3 clusters Score -945892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -945895.875000 Penalty: 4513.473145
	Iteration 23Q: 3 clusters Score -945895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -945895.937500 Penalty: 4513.473145
	Iteration 24Q: 3 clusters Score -945895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -945900.875000 Penalty: 4513.473145
	Iteration 25Q: 3 clusters Score -945900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -945899.375000 Penalty: 4513.473145
	Iteration 26Q: 3 clusters Score -945899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -945900.500000 Penalty: 4513.473145
	Iteration 27Q: 3 clusters Score -945900.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -945901.312500 Penalty: 4513.473145
	Iteration 28Q: 3 clusters Score -945901.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -945904.687500 Penalty: 4513.473145
	Iteration 29Q: 3 clusters Score -945904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -945906.187500 Penalty: 4513.473145
	Iteration 30Q: 3 clusters Score -945906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -945905.062500 Penalty: 4513.473145
	Iteration 31Q: 3 clusters Score -945905.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -945905.062500 Penalty: 4513.473145
	Iteration 32F: 3 clusters Score -945905.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (81043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81043 members 
Entering Unmasked Estep 
Score: -9540554.000000 Penalty: 2803.078369
	Iteration 0F: 2 clusters Score -9540554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -9486343.000000 Penalty: 5606.156738
	Iteration 0F: 3 clusters Score -9486343 nChanged 38006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -9508941.000000 Penalty: 5606.156738
	Iteration 1F: 3 clusters Score -9508941 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -9510354.000000 Penalty: 5606.156738
	Iteration 2Q: 3 clusters Score -9510354 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -9512253.000000 Penalty: 5606.156738
	Iteration 3F: 3 clusters Score -9512253 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -9514685.000000 Penalty: 5606.156738
	Iteration 4F: 3 clusters Score -9514685 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -9517359.000000 Penalty: 5606.156738
	Iteration 5F: 3 clusters Score -9517359 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -9519764.000000 Penalty: 5606.156738
	Iteration 6F: 3 clusters Score -9519764 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -9521610.000000 Penalty: 5606.156738
	Iteration 7F: 3 clusters Score -9521610 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -9522806.000000 Penalty: 5606.156738
	Iteration 8Q: 3 clusters Score -9522806 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -9523602.000000 Penalty: 5606.156738
	Iteration 9Q: 3 clusters Score -9523602 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -9524193.000000 Penalty: 5606.156738
	Iteration 10Q: 3 clusters Score -9524193 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -9524626.000000 Penalty: 5606.156738
	Iteration 11Q: 3 clusters Score -9524626 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -9525083.000000 Penalty: 5606.156738
	Iteration 12Q: 3 clusters Score -9525083 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -9525459.000000 Penalty: 5606.156738
	Iteration 13Q: 3 clusters Score -9525459 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -9525990.000000 Penalty: 5606.156738
	Iteration 14Q: 3 clusters Score -9525990 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -9526804.000000 Penalty: 5606.156738
	Iteration 15Q: 3 clusters Score -9526804 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -9527864.000000 Penalty: 5606.156738
	Iteration 16Q: 3 clusters Score -9527864 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -9529359.000000 Penalty: 5606.156738
	Iteration 17Q: 3 clusters Score -9529359 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 58251 members 
Entering Unmasked Estep 
Score: -9531307.000000 Penalty: 5606.156738
	Iteration 18Q: 3 clusters Score -9531307 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -9533135.000000 Penalty: 5606.156738
	Iteration 19Q: 3 clusters Score -9533135 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -9534431.000000 Penalty: 5606.156738
	Iteration 20F: 3 clusters Score -9534431 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -9535237.000000 Penalty: 5606.156738
	Iteration 21Q: 3 clusters Score -9535237 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -9535853.000000 Penalty: 5606.156738
	Iteration 22Q: 3 clusters Score -9535853 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -9536284.000000 Penalty: 5606.156738
	Iteration 23Q: 3 clusters Score -9536284 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -9536646.000000 Penalty: 5606.156738
	Iteration 24Q: 3 clusters Score -9536646 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -9536964.000000 Penalty: 5606.156738
	Iteration 25Q: 3 clusters Score -9536964 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 71566 members 
Entering Unmasked Estep 
Score: -9537270.000000 Penalty: 5606.156738
	Iteration 26Q: 3 clusters Score -9537270 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -9537514.000000 Penalty: 5606.156738
	Iteration 27Q: 3 clusters Score -9537514 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -9537723.000000 Penalty: 5606.156738
	Iteration 28Q: 3 clusters Score -9537723 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -9537900.000000 Penalty: 5606.156738
	Iteration 29Q: 3 clusters Score -9537900 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 74373 members 
Entering Unmasked Estep 
Score: -9538052.000000 Penalty: 5606.156738
	Iteration 30Q: 3 clusters Score -9538052 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -9538163.000000 Penalty: 5606.156738
	Iteration 31Q: 3 clusters Score -9538163 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -9538220.000000 Penalty: 5606.156738
	Iteration 32Q: 3 clusters Score -9538220 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -9538270.000000 Penalty: 5606.156738
	Iteration 33Q: 3 clusters Score -9538270 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -9538350.000000 Penalty: 5606.156738
	Iteration 34Q: 3 clusters Score -9538350 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -9538405.000000 Penalty: 5606.156738
	Iteration 35Q: 3 clusters Score -9538405 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -9538448.000000 Penalty: 5606.156738
	Iteration 36Q: 3 clusters Score -9538448 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -9538523.000000 Penalty: 5606.156738
	Iteration 37Q: 3 clusters Score -9538523 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -9538570.000000 Penalty: 5606.156738
	Iteration 38Q: 3 clusters Score -9538570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -9538591.000000 Penalty: 5606.156738
	Iteration 39Q: 3 clusters Score -9538591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -9538624.000000 Penalty: 5606.156738
	Iteration 40F: 3 clusters Score -9538624 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 77059 members 
Entering Unmasked Estep 
Score: -9538623.000000 Penalty: 5606.156738
	Iteration 41Q: 3 clusters Score -9538623 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -9538612.000000 Penalty: 5606.156738
	Iteration 42Q: 3 clusters Score -9538612 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -9538614.000000 Penalty: 5606.156738
	Iteration 43Q: 3 clusters Score -9538614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -9538648.000000 Penalty: 5606.156738
	Iteration 44Q: 3 clusters Score -9538648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -9538644.000000 Penalty: 5606.156738
	Iteration 45Q: 3 clusters Score -9538644 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -9538668.000000 Penalty: 5606.156738
	Iteration 46Q: 3 clusters Score -9538668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 77513 members 
Entering Unmasked Estep 
Score: -9538665.000000 Penalty: 5606.156738
	Iteration 47Q: 3 clusters Score -9538665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -9538668.000000 Penalty: 5606.156738
	Iteration 48Q: 3 clusters Score -9538668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -9538687.000000 Penalty: 5606.156738
	Iteration 49Q: 3 clusters Score -9538687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -9538703.000000 Penalty: 5606.156738
	Iteration 50Q: 3 clusters Score -9538703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -9538711.000000 Penalty: 5606.156738
	Iteration 51Q: 3 clusters Score -9538711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -9538721.000000 Penalty: 5606.156738
	Iteration 52Q: 3 clusters Score -9538721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -9538720.000000 Penalty: 5606.156738
	Iteration 53Q: 3 clusters Score -9538720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -9538717.000000 Penalty: 5606.156738
	Iteration 54Q: 3 clusters Score -9538717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -9538718.000000 Penalty: 5606.156738
	Iteration 55Q: 3 clusters Score -9538718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -9538724.000000 Penalty: 5606.156738
	Iteration 56Q: 3 clusters Score -9538724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 77817 members 
Entering Unmasked Estep 
Score: -9538721.000000 Penalty: 5606.156738
	Iteration 57Q: 3 clusters Score -9538721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -9538717.000000 Penalty: 5606.156738
	Iteration 58Q: 3 clusters Score -9538717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -9538723.000000 Penalty: 5606.156738
	Iteration 59Q: 3 clusters Score -9538723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 77879 members 
Entering Unmasked Estep 
Score: -9538719.000000 Penalty: 5606.156738
	Iteration 60F: 3 clusters Score -9538719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -9538725.000000 Penalty: 5606.156738
	Iteration 61Q: 3 clusters Score -9538725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 77896 members 
Entering Unmasked Estep 
Score: -9538727.000000 Penalty: 5606.156738
	Iteration 62Q: 3 clusters Score -9538727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -9538727.000000 Penalty: 5606.156738
	Iteration 63Q: 3 clusters Score -9538727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -9538725.000000 Penalty: 5606.156738
	Iteration 64Q: 3 clusters Score -9538725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -9538726.000000 Penalty: 5606.156738
	Iteration 65Q: 3 clusters Score -9538726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 77902 members 
Entering Unmasked Estep 
Score: -9538723.000000 Penalty: 5606.156738
	Iteration 66Q: 3 clusters Score -9538723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -9538726.000000 Penalty: 5606.156738
	Iteration 67Q: 3 clusters Score -9538726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -9538724.000000 Penalty: 5606.156738
	Iteration 68Q: 3 clusters Score -9538724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -9538722.000000 Penalty: 5606.156738
	Iteration 69Q: 3 clusters Score -9538722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -9538730.000000 Penalty: 5606.156738
	Iteration 70Q: 3 clusters Score -9538730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -9538730.000000 Penalty: 5606.156738
	Iteration 71F: 3 clusters Score -9538730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123840 members 
Entering Unmasked Estep 
Score: -14431072.000000 Penalty: 2908.232910
	Iteration 0F: 2 clusters Score -1.443107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62099 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -14348161.000000 Penalty: 5816.465820
	Iteration 0F: 3 clusters Score -1.434816e+07 nChanged 58985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -14382241.000000 Penalty: 5816.465820
	Iteration 1F: 3 clusters Score -1.438224e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -14383674.000000 Penalty: 5816.465820
	Iteration 2Q: 3 clusters Score -1.438367e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64322 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -14385859.000000 Penalty: 5816.465820
	Iteration 3Q: 3 clusters Score -1.438586e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -14388887.000000 Penalty: 5816.465820
	Iteration 4F: 3 clusters Score -1.438889e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 59047 members 
Entering Unmasked Estep 
Score: -14392681.000000 Penalty: 5816.465820
	Iteration 5F: 3 clusters Score -1.439268e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -14397012.000000 Penalty: 5816.465820
	Iteration 6F: 3 clusters Score -1.439701e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -14400838.000000 Penalty: 5816.465820
	Iteration 7F: 3 clusters Score -1.440084e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -14403839.000000 Penalty: 5816.465820
	Iteration 8F: 3 clusters Score -1.440384e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71208 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -14406387.000000 Penalty: 5816.465820
	Iteration 9Q: 3 clusters Score -1.440639e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -14408480.000000 Penalty: 5816.465820
	Iteration 10Q: 3 clusters Score -1.440848e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -14410428.000000 Penalty: 5816.465820
	Iteration 11Q: 3 clusters Score -1.441043e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -14412382.000000 Penalty: 5816.465820
	Iteration 12Q: 3 clusters Score -1.441238e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -14414563.000000 Penalty: 5816.465820
	Iteration 13Q: 3 clusters Score -1.441456e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -14416774.000000 Penalty: 5816.465820
	Iteration 14Q: 3 clusters Score -1.441677e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -14418795.000000 Penalty: 5816.465820
	Iteration 15Q: 3 clusters Score -1.44188e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -14421003.000000 Penalty: 5816.465820
	Iteration 16Q: 3 clusters Score -1.4421e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -14422965.000000 Penalty: 5816.465820
	Iteration 17Q: 3 clusters Score -1.442296e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109658 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -14424689.000000 Penalty: 5816.465820
	Iteration 18Q: 3 clusters Score -1.442469e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112650 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -14425962.000000 Penalty: 5816.465820
	Iteration 19Q: 3 clusters Score -1.442596e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -14426894.000000 Penalty: 5816.465820
	Iteration 20F: 3 clusters Score -1.442689e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -14427566.000000 Penalty: 5816.465820
	Iteration 21Q: 3 clusters Score -1.442757e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117794 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -14428053.000000 Penalty: 5816.465820
	Iteration 22Q: 3 clusters Score -1.442805e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118721 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -14428388.000000 Penalty: 5816.465820
	Iteration 23Q: 3 clusters Score -1.442839e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -14428658.000000 Penalty: 5816.465820
	Iteration 24Q: 3 clusters Score -1.442866e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -14428814.000000 Penalty: 5816.465820
	Iteration 25Q: 3 clusters Score -1.442881e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120253 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -14428959.000000 Penalty: 5816.465820
	Iteration 26Q: 3 clusters Score -1.442896e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120520 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -14428996.000000 Penalty: 5816.465820
	Iteration 27Q: 3 clusters Score -1.4429e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120710 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -14429043.000000 Penalty: 5816.465820
	Iteration 28Q: 3 clusters Score -1.442904e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14429077.000000 Penalty: 5816.465820
	Iteration 29Q: 3 clusters Score -1.442908e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -14429124.000000 Penalty: 5816.465820
	Iteration 30Q: 3 clusters Score -1.442912e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14429164.000000 Penalty: 5816.465820
	Iteration 31Q: 3 clusters Score -1.442916e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -14429172.000000 Penalty: 5816.465820
	Iteration 32Q: 3 clusters Score -1.442917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121211 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -14429196.000000 Penalty: 5816.465820
	Iteration 33Q: 3 clusters Score -1.44292e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -14429200.000000 Penalty: 5816.465820
	Iteration 34Q: 3 clusters Score -1.44292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121279 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -14429216.000000 Penalty: 5816.465820
	Iteration 35Q: 3 clusters Score -1.442922e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -14429224.000000 Penalty: 5816.465820
	Iteration 36Q: 3 clusters Score -1.442922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121342 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -14429257.000000 Penalty: 5816.465820
	Iteration 37Q: 3 clusters Score -1.442926e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121365 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -14429270.000000 Penalty: 5816.465820
	Iteration 38Q: 3 clusters Score -1.442927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121380 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -14429275.000000 Penalty: 5816.465820
	Iteration 39Q: 3 clusters Score -1.442928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121390 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -14429278.000000 Penalty: 5816.465820
	Iteration 40F: 3 clusters Score -1.442928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121407 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -14429270.000000 Penalty: 5816.465820
	Iteration 41Q: 3 clusters Score -1.442927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -14429273.000000 Penalty: 5816.465820
	Iteration 42Q: 3 clusters Score -1.442927e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121440 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -14429279.000000 Penalty: 5816.465820
	Iteration 43Q: 3 clusters Score -1.442928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -14429280.000000 Penalty: 5816.465820
	Iteration 44Q: 3 clusters Score -1.442928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121467 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -14429278.000000 Penalty: 5816.465820
	Iteration 45Q: 3 clusters Score -1.442928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121474 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -14429280.000000 Penalty: 5816.465820
	Iteration 46Q: 3 clusters Score -1.442928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121482 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -14429281.000000 Penalty: 5816.465820
	Iteration 47Q: 3 clusters Score -1.442928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -14429287.000000 Penalty: 5816.465820
	Iteration 48Q: 3 clusters Score -1.442929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -14429292.000000 Penalty: 5816.465820
	Iteration 49Q: 3 clusters Score -1.442929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121488 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -14429289.000000 Penalty: 5816.465820
	Iteration 50Q: 3 clusters Score -1.442929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121489 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -14429292.000000 Penalty: 5816.465820
	Iteration 51Q: 3 clusters Score -1.442929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -14429294.000000 Penalty: 5816.465820
	Iteration 52Q: 3 clusters Score -1.442929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121491 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -14429294.000000 Penalty: 5816.465820
	Iteration 53F: 3 clusters Score -1.442929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (199063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199063 members 
Entering Unmasked Estep 
Score: -23118210.000000 Penalty: 3025.941406
	Iteration 0F: 2 clusters Score -2.311821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 99508 members 
Entering Unmasked Estep 
Score: -22990376.000000 Penalty: 6051.882812
	Iteration 0F: 3 clusters Score -2.299038e+07 nChanged 95677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101138 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -23046444.000000 Penalty: 6051.882812
	Iteration 1F: 3 clusters Score -2.304644e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -23048038.000000 Penalty: 6051.882812
	Iteration 2Q: 3 clusters Score -2.304804e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106015 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -23050232.000000 Penalty: 6051.882812
	Iteration 3Q: 3 clusters Score -2.305023e+07 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110910 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -23054658.000000 Penalty: 6051.882812
	Iteration 4Q: 3 clusters Score -2.305466e+07 nChanged 12395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -23062168.000000 Penalty: 6051.882812
	Iteration 5F: 3 clusters Score -2.306217e+07 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -23071640.000000 Penalty: 6051.882812
	Iteration 6F: 3 clusters Score -2.307164e+07 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136656 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -23081036.000000 Penalty: 6051.882812
	Iteration 7F: 3 clusters Score -2.308104e+07 nChanged 12955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145771 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -23089422.000000 Penalty: 6051.882812
	Iteration 8F: 3 clusters Score -2.308942e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154163 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -23097012.000000 Penalty: 6051.882812
	Iteration 9F: 3 clusters Score -2.309701e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161244 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -23103784.000000 Penalty: 6051.882812
	Iteration 10Q: 3 clusters Score -2.310378e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166750 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -23109674.000000 Penalty: 6051.882812
	Iteration 11Q: 3 clusters Score -2.310967e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170589 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -23113354.000000 Penalty: 6051.882812
	Iteration 12Q: 3 clusters Score -2.311335e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -23115342.000000 Penalty: 6051.882812
	Iteration 13Q: 3 clusters Score -2.311534e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175704 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -23116264.000000 Penalty: 6051.882812
	Iteration 14Q: 3 clusters Score -2.311626e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177549 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -23116834.000000 Penalty: 6051.882812
	Iteration 15Q: 3 clusters Score -2.311683e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179171 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -23117256.000000 Penalty: 6051.882812
	Iteration 16Q: 3 clusters Score -2.311726e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180527 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -23117428.000000 Penalty: 6051.882812
	Iteration 17Q: 3 clusters Score -2.311743e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -23117490.000000 Penalty: 6051.882812
	Iteration 18Q: 3 clusters Score -2.311749e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182771 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -23117602.000000 Penalty: 6051.882812
	Iteration 19Q: 3 clusters Score -2.31176e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183659 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -23117698.000000 Penalty: 6051.882812
	Iteration 20F: 3 clusters Score -2.31177e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184442 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -23117794.000000 Penalty: 6051.882812
	Iteration 21Q: 3 clusters Score -2.311779e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -23117900.000000 Penalty: 6051.882812
	Iteration 22Q: 3 clusters Score -2.31179e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185765 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -23118014.000000 Penalty: 6051.882812
	Iteration 23Q: 3 clusters Score -2.311801e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186360 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -23118110.000000 Penalty: 6051.882812
	Iteration 24Q: 3 clusters Score -2.311811e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186908 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -23118178.000000 Penalty: 6051.882812
	Iteration 25Q: 3 clusters Score -2.311818e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187363 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -23118244.000000 Penalty: 6051.882812
	Iteration 26Q: 3 clusters Score -2.311824e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -23118212.000000 Penalty: 6051.882812
	Iteration 27Q: 3 clusters Score -2.311821e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -23118300.000000 Penalty: 6051.882812
	Iteration 28Q: 3 clusters Score -2.31183e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188469 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -23118290.000000 Penalty: 6051.882812
	Iteration 29Q: 3 clusters Score -2.311829e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -23118270.000000 Penalty: 6051.882812
	Iteration 30Q: 3 clusters Score -2.311827e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188961 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -23118232.000000 Penalty: 6051.882812
	Iteration 31Q: 3 clusters Score -2.311823e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189147 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -23118208.000000 Penalty: 6051.882812
	Iteration 32Q: 3 clusters Score -2.311821e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189306 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -23118280.000000 Penalty: 6051.882812
	Iteration 33Q: 3 clusters Score -2.311828e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189452 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -23118278.000000 Penalty: 6051.882812
	Iteration 34Q: 3 clusters Score -2.311828e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189594 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -23118304.000000 Penalty: 6051.882812
	Iteration 35Q: 3 clusters Score -2.31183e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189726 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -23118308.000000 Penalty: 6051.882812
	Iteration 36Q: 3 clusters Score -2.311831e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189844 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -23118304.000000 Penalty: 6051.882812
	Iteration 37Q: 3 clusters Score -2.31183e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189963 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -23118284.000000 Penalty: 6051.882812
	Iteration 38Q: 3 clusters Score -2.311828e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190068 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -23118324.000000 Penalty: 6051.882812
	Iteration 39Q: 3 clusters Score -2.311832e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190164 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -23118320.000000 Penalty: 6051.882812
	Iteration 40F: 3 clusters Score -2.311832e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190257 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -23118328.000000 Penalty: 6051.882812
	Iteration 41Q: 3 clusters Score -2.311833e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190346 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -23118308.000000 Penalty: 6051.882812
	Iteration 42Q: 3 clusters Score -2.311831e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190438 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -23118274.000000 Penalty: 6051.882812
	Iteration 43Q: 3 clusters Score -2.311827e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190512 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -23118298.000000 Penalty: 6051.882812
	Iteration 44Q: 3 clusters Score -2.31183e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190589 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -23118322.000000 Penalty: 6051.882812
	Iteration 45Q: 3 clusters Score -2.311832e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -23118310.000000 Penalty: 6051.882812
	Iteration 46Q: 3 clusters Score -2.311831e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190721 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -23118322.000000 Penalty: 6051.882812
	Iteration 47Q: 3 clusters Score -2.311832e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190775 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -23118290.000000 Penalty: 6051.882812
	Iteration 48Q: 3 clusters Score -2.311829e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190826 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -23118306.000000 Penalty: 6051.882812
	Iteration 49Q: 3 clusters Score -2.311831e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -23118276.000000 Penalty: 6051.882812
	Iteration 50Q: 3 clusters Score -2.311828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190910 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -23118282.000000 Penalty: 6051.882812
	Iteration 51Q: 3 clusters Score -2.311828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190941 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -23118296.000000 Penalty: 6051.882812
	Iteration 52Q: 3 clusters Score -2.31183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190968 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -23118296.000000 Penalty: 6051.882812
	Iteration 53Q: 3 clusters Score -2.31183e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -23118276.000000 Penalty: 6051.882812
	Iteration 54Q: 3 clusters Score -2.311828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191031 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -23118276.000000 Penalty: 6051.882812
	Iteration 55Q: 3 clusters Score -2.311828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -23118264.000000 Penalty: 6051.882812
	Iteration 56Q: 3 clusters Score -2.311826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191087 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -23118244.000000 Penalty: 6051.882812
	Iteration 57Q: 3 clusters Score -2.311824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191108 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -23118248.000000 Penalty: 6051.882812
	Iteration 58Q: 3 clusters Score -2.311825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191135 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -23118226.000000 Penalty: 6051.882812
	Iteration 59Q: 3 clusters Score -2.311823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191154 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -23118224.000000 Penalty: 6051.882812
	Iteration 60F: 3 clusters Score -2.311822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191177 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -23118220.000000 Penalty: 6051.882812
	Iteration 61Q: 3 clusters Score -2.311822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191197 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -23118218.000000 Penalty: 6051.882812
	Iteration 62Q: 3 clusters Score -2.311822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191216 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -23118230.000000 Penalty: 6051.882812
	Iteration 63Q: 3 clusters Score -2.311823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191236 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -23118206.000000 Penalty: 6051.882812
	Iteration 64Q: 3 clusters Score -2.311821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191260 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -23118210.000000 Penalty: 6051.882812
	Iteration 65Q: 3 clusters Score -2.311821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191287 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -23118216.000000 Penalty: 6051.882812
	Iteration 66Q: 3 clusters Score -2.311822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191323 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -23118204.000000 Penalty: 6051.882812
	Iteration 67Q: 3 clusters Score -2.31182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191355 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -23118230.000000 Penalty: 6051.882812
	Iteration 68Q: 3 clusters Score -2.311823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191390 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -23118238.000000 Penalty: 6051.882812
	Iteration 69Q: 3 clusters Score -2.311824e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -23118238.000000 Penalty: 6051.882812
	Iteration 70Q: 3 clusters Score -2.311824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191460 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -23118212.000000 Penalty: 6051.882812
	Iteration 71Q: 3 clusters Score -2.311821e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191508 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -23118198.000000 Penalty: 6051.882812
	Iteration 72Q: 3 clusters Score -2.31182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191551 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -23118206.000000 Penalty: 6051.882812
	Iteration 73Q: 3 clusters Score -2.311821e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191589 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -23118200.000000 Penalty: 6051.882812
	Iteration 74Q: 3 clusters Score -2.31182e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191628 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -23118168.000000 Penalty: 6051.882812
	Iteration 75Q: 3 clusters Score -2.311817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191675 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -23118186.000000 Penalty: 6051.882812
	Iteration 76Q: 3 clusters Score -2.311819e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191723 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -23118152.000000 Penalty: 6051.882812
	Iteration 77Q: 3 clusters Score -2.311815e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191763 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -23118142.000000 Penalty: 6051.882812
	Iteration 78Q: 3 clusters Score -2.311814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191798 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -23118128.000000 Penalty: 6051.882812
	Iteration 79Q: 3 clusters Score -2.311813e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191827 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -23118138.000000 Penalty: 6051.882812
	Iteration 80F: 3 clusters Score -2.311814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191848 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -23118138.000000 Penalty: 6051.882812
	Iteration 81Q: 3 clusters Score -2.311814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191864 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -23118140.000000 Penalty: 6051.882812
	Iteration 82Q: 3 clusters Score -2.311814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191880 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -23118134.000000 Penalty: 6051.882812
	Iteration 83Q: 3 clusters Score -2.311813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191897 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -23118122.000000 Penalty: 6051.882812
	Iteration 84Q: 3 clusters Score -2.311812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191914 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -23118126.000000 Penalty: 6051.882812
	Iteration 85Q: 3 clusters Score -2.311813e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191930 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -23118118.000000 Penalty: 6051.882812
	Iteration 86Q: 3 clusters Score -2.311812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191949 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -23118114.000000 Penalty: 6051.882812
	Iteration 87Q: 3 clusters Score -2.311811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191966 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -23118116.000000 Penalty: 6051.882812
	Iteration 88Q: 3 clusters Score -2.311812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191981 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -23118130.000000 Penalty: 6051.882812
	Iteration 89Q: 3 clusters Score -2.311813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191997 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -23118118.000000 Penalty: 6051.882812
	Iteration 90Q: 3 clusters Score -2.311812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -23118144.000000 Penalty: 6051.882812
	Iteration 91Q: 3 clusters Score -2.311814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192019 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -23118122.000000 Penalty: 6051.882812
	Iteration 92Q: 3 clusters Score -2.311812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192029 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -23118124.000000 Penalty: 6051.882812
	Iteration 93Q: 3 clusters Score -2.311812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192036 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -23118134.000000 Penalty: 6051.882812
	Iteration 94Q: 3 clusters Score -2.311813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192051 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -23118124.000000 Penalty: 6051.882812
	Iteration 95Q: 3 clusters Score -2.311812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192059 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -23118116.000000 Penalty: 6051.882812
	Iteration 96Q: 3 clusters Score -2.311812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192062 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -23118128.000000 Penalty: 6051.882812
	Iteration 97Q: 3 clusters Score -2.311813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192068 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -23118128.000000 Penalty: 6051.882812
	Iteration 98Q: 3 clusters Score -2.311813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192071 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -23118126.000000 Penalty: 6051.882812
	Iteration 99Q: 3 clusters Score -2.311813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192074 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -23118118.000000 Penalty: 6051.882812
	Iteration 100F: 3 clusters Score -2.311812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192075 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -23118114.000000 Penalty: 6051.882812
	Iteration 101Q: 3 clusters Score -2.311811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -23118130.000000 Penalty: 6051.882812
	Iteration 102Q: 3 clusters Score -2.311813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192078 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -23118124.000000 Penalty: 6051.882812
	Iteration 103Q: 3 clusters Score -2.311812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -23118122.000000 Penalty: 6051.882812
	Iteration 104Q: 3 clusters Score -2.311812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -23118122.000000 Penalty: 6051.882812
	Iteration 105F: 3 clusters Score -2.311812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Entering Unmasked Estep 
Score: -1162940.125000 Penalty: 2307.981689
	Iteration 0F: 2 clusters Score -1162940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1154630.250000 Penalty: 4615.963379
	Iteration 0F: 3 clusters Score -1154630 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1157213.500000 Penalty: 4615.963379
	Iteration 1F: 3 clusters Score -1157214 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1157654.250000 Penalty: 4615.963379
	Iteration 2F: 3 clusters Score -1157654 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1158081.500000 Penalty: 4615.963379
	Iteration 3F: 3 clusters Score -1158082 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1158518.375000 Penalty: 4615.963379
	Iteration 4F: 3 clusters Score -1158518 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1158997.875000 Penalty: 4615.963379
	Iteration 5F: 3 clusters Score -1158998 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1159471.125000 Penalty: 4615.963379
	Iteration 6F: 3 clusters Score -1159471 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1159869.875000 Penalty: 4615.963379
	Iteration 7F: 3 clusters Score -1159870 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1160261.750000 Penalty: 4615.963379
	Iteration 8Q: 3 clusters Score -1160262 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1160590.000000 Penalty: 4615.963379
	Iteration 9Q: 3 clusters Score -1160590 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1160915.625000 Penalty: 4615.963379
	Iteration 10Q: 3 clusters Score -1160916 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1161190.000000 Penalty: 4615.963379
	Iteration 11Q: 3 clusters Score -1161190 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1161375.250000 Penalty: 4615.963379
	Iteration 12Q: 3 clusters Score -1161375 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1161513.250000 Penalty: 4615.963379
	Iteration 13Q: 3 clusters Score -1161513 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1161612.625000 Penalty: 4615.963379
	Iteration 14Q: 3 clusters Score -1161613 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1161680.625000 Penalty: 4615.963379
	Iteration 15Q: 3 clusters Score -1161681 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1161725.000000 Penalty: 4615.963379
	Iteration 16Q: 3 clusters Score -1161725 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1161756.250000 Penalty: 4615.963379
	Iteration 17Q: 3 clusters Score -1161756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1161778.625000 Penalty: 4615.963379
	Iteration 18Q: 3 clusters Score -1161779 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1161803.250000 Penalty: 4615.963379
	Iteration 19Q: 3 clusters Score -1161803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1161817.375000 Penalty: 4615.963379
	Iteration 20F: 3 clusters Score -1161817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1161830.625000 Penalty: 4615.963379
	Iteration 21Q: 3 clusters Score -1161831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1161846.750000 Penalty: 4615.963379
	Iteration 22Q: 3 clusters Score -1161847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1161859.000000 Penalty: 4615.963379
	Iteration 23Q: 3 clusters Score -1161859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1161870.500000 Penalty: 4615.963379
	Iteration 24Q: 3 clusters Score -1161870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1161877.250000 Penalty: 4615.963379
	Iteration 25Q: 3 clusters Score -1161877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1161885.500000 Penalty: 4615.963379
	Iteration 26Q: 3 clusters Score -1161886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1161893.125000 Penalty: 4615.963379
	Iteration 27Q: 3 clusters Score -1161893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1161899.750000 Penalty: 4615.963379
	Iteration 28Q: 3 clusters Score -1161900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1161902.250000 Penalty: 4615.963379
	Iteration 29Q: 3 clusters Score -1161902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1161907.500000 Penalty: 4615.963379
	Iteration 30Q: 3 clusters Score -1161908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1161909.000000 Penalty: 4615.963379
	Iteration 31Q: 3 clusters Score -1161909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1161907.375000 Penalty: 4615.963379
	Iteration 32Q: 3 clusters Score -1161907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1161909.250000 Penalty: 4615.963379
	Iteration 33Q: 3 clusters Score -1161909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1161912.250000 Penalty: 4615.963379
	Iteration 34Q: 3 clusters Score -1161912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1161909.750000 Penalty: 4615.963379
	Iteration 35Q: 3 clusters Score -1161910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1161914.000000 Penalty: 4615.963379
	Iteration 36Q: 3 clusters Score -1161914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1161914.125000 Penalty: 4615.963379
	Iteration 37Q: 3 clusters Score -1161914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1161917.625000 Penalty: 4615.963379
	Iteration 38Q: 3 clusters Score -1161918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1161922.500000 Penalty: 4615.963379
	Iteration 39Q: 3 clusters Score -1161922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1161922.875000 Penalty: 4615.963379
	Iteration 40F: 3 clusters Score -1161923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1161924.750000 Penalty: 4615.963379
	Iteration 41Q: 3 clusters Score -1161925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1161928.250000 Penalty: 4615.963379
	Iteration 42Q: 3 clusters Score -1161928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1161929.000000 Penalty: 4615.963379
	Iteration 43Q: 3 clusters Score -1161929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1161931.875000 Penalty: 4615.963379
	Iteration 44Q: 3 clusters Score -1161932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1161930.125000 Penalty: 4615.963379
	Iteration 45Q: 3 clusters Score -1161930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1161932.125000 Penalty: 4615.963379
	Iteration 46Q: 3 clusters Score -1161932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1161930.750000 Penalty: 4615.963379
	Iteration 47Q: 3 clusters Score -1161931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1161929.250000 Penalty: 4615.963379
	Iteration 48Q: 3 clusters Score -1161929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1161929.500000 Penalty: 4615.963379
	Iteration 49Q: 3 clusters Score -1161930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1161928.250000 Penalty: 4615.963379
	Iteration 50Q: 3 clusters Score -1161928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1161927.875000 Penalty: 4615.963379
	Iteration 51Q: 3 clusters Score -1161928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1161930.500000 Penalty: 4615.963379
	Iteration 52Q: 3 clusters Score -1161930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1161929.375000 Penalty: 4615.963379
	Iteration 53Q: 3 clusters Score -1161929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1161932.000000 Penalty: 4615.963379
	Iteration 54Q: 3 clusters Score -1161932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1161932.250000 Penalty: 4615.963379
	Iteration 55Q: 3 clusters Score -1161932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1161933.125000 Penalty: 4615.963379
	Iteration 56Q: 3 clusters Score -1161933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1161935.375000 Penalty: 4615.963379
	Iteration 57Q: 3 clusters Score -1161935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1161935.500000 Penalty: 4615.963379
	Iteration 58Q: 3 clusters Score -1161936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1161936.500000 Penalty: 4615.963379
	Iteration 59Q: 3 clusters Score -1161936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1161938.750000 Penalty: 4615.963379
	Iteration 60F: 3 clusters Score -1161939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1161938.500000 Penalty: 4615.963379
	Iteration 61Q: 3 clusters Score -1161938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1161941.625000 Penalty: 4615.963379
	Iteration 62Q: 3 clusters Score -1161942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1161944.250000 Penalty: 4615.963379
	Iteration 63Q: 3 clusters Score -1161944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1161945.625000 Penalty: 4615.963379
	Iteration 64Q: 3 clusters Score -1161946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1161946.625000 Penalty: 4615.963379
	Iteration 65Q: 3 clusters Score -1161947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1161955.250000 Penalty: 4615.963379
	Iteration 66Q: 3 clusters Score -1161955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1161954.875000 Penalty: 4615.963379
	Iteration 67Q: 3 clusters Score -1161955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1161957.625000 Penalty: 4615.963379
	Iteration 68Q: 3 clusters Score -1161958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1161958.750000 Penalty: 4615.963379
	Iteration 69Q: 3 clusters Score -1161959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1161959.125000 Penalty: 4615.963379
	Iteration 70Q: 3 clusters Score -1161959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1161959.250000 Penalty: 4615.963379
	Iteration 71Q: 3 clusters Score -1161959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1161960.250000 Penalty: 4615.963379
	Iteration 72Q: 3 clusters Score -1161960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1161961.750000 Penalty: 4615.963379
	Iteration 73Q: 3 clusters Score -1161962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1161962.625000 Penalty: 4615.963379
	Iteration 74Q: 3 clusters Score -1161963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1161964.125000 Penalty: 4615.963379
	Iteration 75Q: 3 clusters Score -1161964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1161962.375000 Penalty: 4615.963379
	Iteration 76Q: 3 clusters Score -1161962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1161963.250000 Penalty: 4615.963379
	Iteration 77Q: 3 clusters Score -1161963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1161965.125000 Penalty: 4615.963379
	Iteration 78Q: 3 clusters Score -1161965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1161968.125000 Penalty: 4615.963379
	Iteration 79Q: 3 clusters Score -1161968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1161968.125000 Penalty: 4615.963379
	Iteration 80F: 3 clusters Score -1161968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (65026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65026 members 
Entering Unmasked Estep 
Score: -7386099.000000 Penalty: 2748.470459
	Iteration 0F: 2 clusters Score -7386099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -7342153.000000 Penalty: 5496.940918
	Iteration 0F: 3 clusters Score -7342153 nChanged 30488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7360226.000000 Penalty: 5496.940918
	Iteration 1F: 3 clusters Score -7360226 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -7361659.500000 Penalty: 5496.940918
	Iteration 2Q: 3 clusters Score -7361660 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -7363205.500000 Penalty: 5496.940918
	Iteration 3F: 3 clusters Score -7363206 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -7365096.000000 Penalty: 5496.940918
	Iteration 4F: 3 clusters Score -7365096 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -7367260.000000 Penalty: 5496.940918
	Iteration 5F: 3 clusters Score -7367260 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -7369617.500000 Penalty: 5496.940918
	Iteration 6F: 3 clusters Score -7369618 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -7372155.000000 Penalty: 5496.940918
	Iteration 7F: 3 clusters Score -7372155 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -7374467.000000 Penalty: 5496.940918
	Iteration 8F: 3 clusters Score -7374467 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -7376328.500000 Penalty: 5496.940918
	Iteration 9Q: 3 clusters Score -7376328 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -7377544.500000 Penalty: 5496.940918
	Iteration 10Q: 3 clusters Score -7377544 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -7378418.000000 Penalty: 5496.940918
	Iteration 11Q: 3 clusters Score -7378418 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -7379074.500000 Penalty: 5496.940918
	Iteration 12Q: 3 clusters Score -7379074 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -7379640.000000 Penalty: 5496.940918
	Iteration 13Q: 3 clusters Score -7379640 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -7380147.000000 Penalty: 5496.940918
	Iteration 14Q: 3 clusters Score -7380147 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -7380583.000000 Penalty: 5496.940918
	Iteration 15Q: 3 clusters Score -7380583 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -7380948.000000 Penalty: 5496.940918
	Iteration 16Q: 3 clusters Score -7380948 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -7381238.500000 Penalty: 5496.940918
	Iteration 17Q: 3 clusters Score -7381238 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -7381535.500000 Penalty: 5496.940918
	Iteration 18Q: 3 clusters Score -7381536 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -7381847.000000 Penalty: 5496.940918
	Iteration 19Q: 3 clusters Score -7381847 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7382167.000000 Penalty: 5496.940918
	Iteration 20F: 3 clusters Score -7382167 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -7382485.000000 Penalty: 5496.940918
	Iteration 21Q: 3 clusters Score -7382485 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -7382727.500000 Penalty: 5496.940918
	Iteration 22Q: 3 clusters Score -7382728 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -7382929.000000 Penalty: 5496.940918
	Iteration 23Q: 3 clusters Score -7382929 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -7383101.000000 Penalty: 5496.940918
	Iteration 24Q: 3 clusters Score -7383101 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -7383207.000000 Penalty: 5496.940918
	Iteration 25Q: 3 clusters Score -7383207 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -7383287.500000 Penalty: 5496.940918
	Iteration 26Q: 3 clusters Score -7383288 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -7383327.000000 Penalty: 5496.940918
	Iteration 27Q: 3 clusters Score -7383327 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -7383379.000000 Penalty: 5496.940918
	Iteration 28Q: 3 clusters Score -7383379 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7383426 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7383441 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7383447 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7383512 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7383541 nChanged 213
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Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7383522 nChanged 197
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Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7383525 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7383518 nChanged 179
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Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7383532 nChanged 173
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Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7383571 nChanged 238
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Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7383628 nChanged 272
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Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7383670 nChanged 294
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Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7383772 nChanged 305
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Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7383876 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7383938 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7384000 nChanged 274
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Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7384064 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7384107 nChanged 230
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Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7384124 nChanged 187
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Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7384121 nChanged 200
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Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7384126 nChanged 198
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Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7384146 nChanged 182
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Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7384166 nChanged 195
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Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -7384202.000000 Penalty: 5496.940918
	Iteration 52Q: 3 clusters Score -7384202 nChanged 179
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Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7384224 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7384216 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7384254 nChanged 165
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Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7384248 nChanged 166
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Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7384260 nChanged 149
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Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7384253 nChanged 132
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Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7384266 nChanged 114
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Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7384280 nChanged 129
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Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7384287 nChanged 131
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Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7384324 nChanged 122
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Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7384327 nChanged 108
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Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7384349 nChanged 111
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Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7384350 nChanged 114
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Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7384334 nChanged 109
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Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7384345 nChanged 90
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Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7384341 nChanged 81
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Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7384350 nChanged 67
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Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7384347 nChanged 52
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Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7384348 nChanged 49
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Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7384365 nChanged 72
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Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7384385 nChanged 65
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Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7384400 nChanged 59
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Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7384417 nChanged 64
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Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7384426 nChanged 71
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Mstep: Class 1 contains 40207 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7384424 nChanged 76
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Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7384432 nChanged 68
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Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7384430 nChanged 59
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Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7384432 nChanged 55
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Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7384434 nChanged 59
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Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7384434 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7384438 nChanged 46
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Mstep: Class 1 contains 39833 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7384444 nChanged 56
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Mstep: Class 1 contains 39779 members 
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	Iteration 86Q: 3 clusters Score -7384444 nChanged 63
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Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7384460 nChanged 55
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Mstep: Class 1 contains 39663 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7384462 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 25421 members 
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	Iteration 89Q: 3 clusters Score -7384450 nChanged 57
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Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7384474 nChanged 42
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Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7384468 nChanged 31
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Mstep: Class 1 contains 39429 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7384472 nChanged 22
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Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7384478 nChanged 26
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7384471 nChanged 30
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7384482 nChanged 35
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7384473 nChanged 39
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Mstep: Class 1 contains 39287 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7384482 nChanged 39
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7384485 nChanged 39
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Mstep: Class 1 contains 39211 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7384492 nChanged 42
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Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7384498 nChanged 42
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Mstep: Class 1 contains 39129 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7384499 nChanged 47
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	Iteration 103Q: 3 clusters Score -7384509 nChanged 37
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	Iteration 104Q: 3 clusters Score -7384496 nChanged 38
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	Iteration 105Q: 3 clusters Score -7384500 nChanged 38
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	Iteration 106Q: 3 clusters Score -7384502 nChanged 46
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	Iteration 107Q: 3 clusters Score -7384497 nChanged 37
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	Iteration 108Q: 3 clusters Score -7384500 nChanged 42
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7384496 nChanged 44
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7384482 nChanged 42
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Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7384476 nChanged 32
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7384474 nChanged 29
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Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7384474 nChanged 30
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Mstep: Class 1 contains 38679 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7384474 nChanged 32
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7384486 nChanged 27
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Mstep: Class 1 contains 38622 members 
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	Iteration 116Q: 3 clusters Score -7384502 nChanged 15
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	Iteration 117Q: 3 clusters Score -7384500 nChanged 15
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Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7384502 nChanged 14
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7384509 nChanged 9
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Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7384508 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -7384510.000000 Penalty: 5496.940918
	Iteration 121Q: 3 clusters Score -7384510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -7384508.000000 Penalty: 5496.940918
	Iteration 122Q: 3 clusters Score -7384508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -7384515.000000 Penalty: 5496.940918
	Iteration 123Q: 3 clusters Score -7384515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -7384512.000000 Penalty: 5496.940918
	Iteration 124Q: 3 clusters Score -7384512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -7384505.000000 Penalty: 5496.940918
	Iteration 125Q: 3 clusters Score -7384505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -7384503.000000 Penalty: 5496.940918
	Iteration 126Q: 3 clusters Score -7384503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -7384505.000000 Penalty: 5496.940918
	Iteration 127Q: 3 clusters Score -7384505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -7384510.500000 Penalty: 5496.940918
	Iteration 128Q: 3 clusters Score -7384510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -7384505.500000 Penalty: 5496.940918
	Iteration 129Q: 3 clusters Score -7384506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -7384502.500000 Penalty: 5496.940918
	Iteration 130Q: 3 clusters Score -7384502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -7384508.000000 Penalty: 5496.940918
	Iteration 131Q: 3 clusters Score -7384508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -7384507.500000 Penalty: 5496.940918
	Iteration 132Q: 3 clusters Score -7384508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -7384513.500000 Penalty: 5496.940918
	Iteration 133Q: 3 clusters Score -7384514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -7384504.000000 Penalty: 5496.940918
	Iteration 134Q: 3 clusters Score -7384504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -7384499.500000 Penalty: 5496.940918
	Iteration 135Q: 3 clusters Score -7384500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -7384498.000000 Penalty: 5496.940918
	Iteration 136Q: 3 clusters Score -7384498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7384500.500000 Penalty: 5496.940918
	Iteration 137Q: 3 clusters Score -7384500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -7384482.500000 Penalty: 5496.940918
	Iteration 138Q: 3 clusters Score -7384482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -7384491.000000 Penalty: 5496.940918
	Iteration 139Q: 3 clusters Score -7384491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -7384484.500000 Penalty: 5496.940918
	Iteration 140F: 3 clusters Score -7384484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7384505.500000 Penalty: 5496.940918
	Iteration 141Q: 3 clusters Score -7384506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -7384511.000000 Penalty: 5496.940918
	Iteration 142Q: 3 clusters Score -7384511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -7384495.000000 Penalty: 5496.940918
	Iteration 143Q: 3 clusters Score -7384495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -7384515.500000 Penalty: 5496.940918
	Iteration 144Q: 3 clusters Score -7384516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -7384510.500000 Penalty: 5496.940918
	Iteration 145Q: 3 clusters Score -7384510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -7384514.000000 Penalty: 5496.940918
	Iteration 146Q: 3 clusters Score -7384514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -7384521.000000 Penalty: 5496.940918
	Iteration 147Q: 3 clusters Score -7384521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -7384510.500000 Penalty: 5496.940918
	Iteration 148Q: 3 clusters Score -7384510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -7384495.500000 Penalty: 5496.940918
	Iteration 149Q: 3 clusters Score -7384496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -7384496.000000 Penalty: 5496.940918
	Iteration 150Q: 3 clusters Score -7384496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -7384496.000000 Penalty: 5496.940918
	Iteration 151Q: 3 clusters Score -7384496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -7384499.500000 Penalty: 5496.940918
	Iteration 152Q: 3 clusters Score -7384500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -7384492.500000 Penalty: 5496.940918
	Iteration 153Q: 3 clusters Score -7384492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -7384503.000000 Penalty: 5496.940918
	Iteration 154Q: 3 clusters Score -7384503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -7384497.500000 Penalty: 5496.940918
	Iteration 155Q: 3 clusters Score -7384498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -7384490.500000 Penalty: 5496.940918
	Iteration 156Q: 3 clusters Score -7384490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -7384484.000000 Penalty: 5496.940918
	Iteration 157Q: 3 clusters Score -7384484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -7384489.500000 Penalty: 5496.940918
	Iteration 158Q: 3 clusters Score -7384490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -7384493.000000 Penalty: 5496.940918
	Iteration 159Q: 3 clusters Score -7384493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -7384484.500000 Penalty: 5496.940918
	Iteration 160F: 3 clusters Score -7384484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -7384488.000000 Penalty: 5496.940918
	Iteration 161Q: 3 clusters Score -7384488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -7384487.500000 Penalty: 5496.940918
	Iteration 162Q: 3 clusters Score -7384488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -7384492.000000 Penalty: 5496.940918
	Iteration 163Q: 3 clusters Score -7384492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -7384500.500000 Penalty: 5496.940918
	Iteration 164Q: 3 clusters Score -7384500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -7384499.000000 Penalty: 5496.940918
	Iteration 165Q: 3 clusters Score -7384499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -7384499.000000 Penalty: 5496.940918
	Iteration 166Q: 3 clusters Score -7384499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -7384512.500000 Penalty: 5496.940918
	Iteration 167Q: 3 clusters Score -7384512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -7384517.500000 Penalty: 5496.940918
	Iteration 168Q: 3 clusters Score -7384518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -7384510.000000 Penalty: 5496.940918
	Iteration 169Q: 3 clusters Score -7384510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -7384510.000000 Penalty: 5496.940918
	Iteration 170F: 3 clusters Score -7384510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Entering Unmasked Estep 
Score: -1497799.000000 Penalty: 2355.577881
	Iteration 0F: 2 clusters Score -1497799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1488092.875000 Penalty: 4711.155762
	Iteration 0F: 3 clusters Score -1488093 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1491198.000000 Penalty: 4711.155762
	Iteration 1F: 3 clusters Score -1491198 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1491571.125000 Penalty: 4711.155762
	Iteration 2F: 3 clusters Score -1491571 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1491843.000000 Penalty: 4711.155762
	Iteration 3F: 3 clusters Score -1491843 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1492061.875000 Penalty: 4711.155762
	Iteration 4Q: 3 clusters Score -1492062 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1492266.875000 Penalty: 4711.155762
	Iteration 5Q: 3 clusters Score -1492267 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1492453.125000 Penalty: 4711.155762
	Iteration 6Q: 3 clusters Score -1492453 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1492641.875000 Penalty: 4711.155762
	Iteration 7Q: 3 clusters Score -1492642 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1492828.125000 Penalty: 4711.155762
	Iteration 8Q: 3 clusters Score -1492828 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1493012.125000 Penalty: 4711.155762
	Iteration 9Q: 3 clusters Score -1493012 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1493209.375000 Penalty: 4711.155762
	Iteration 10Q: 3 clusters Score -1493209 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1493425.750000 Penalty: 4711.155762
	Iteration 11Q: 3 clusters Score -1493426 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1493666.625000 Penalty: 4711.155762
	Iteration 12Q: 3 clusters Score -1493667 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1493958.625000 Penalty: 4711.155762
	Iteration 13Q: 3 clusters Score -1493959 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1494248.000000 Penalty: 4711.155762
	Iteration 14Q: 3 clusters Score -1494248 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1494521.750000 Penalty: 4711.155762
	Iteration 15Q: 3 clusters Score -1494522 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1494703.125000 Penalty: 4711.155762
	Iteration 16Q: 3 clusters Score -1494703 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1494830.625000 Penalty: 4711.155762
	Iteration 17Q: 3 clusters Score -1494831 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1494922.000000 Penalty: 4711.155762
	Iteration 18Q: 3 clusters Score -1494922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1494984.500000 Penalty: 4711.155762
	Iteration 19Q: 3 clusters Score -1494984 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1495036.125000 Penalty: 4711.155762
	Iteration 20F: 3 clusters Score -1495036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1495070.625000 Penalty: 4711.155762
	Iteration 21Q: 3 clusters Score -1495071 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1495098.500000 Penalty: 4711.155762
	Iteration 22Q: 3 clusters Score -1495098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1495122.250000 Penalty: 4711.155762
	Iteration 23Q: 3 clusters Score -1495122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1495137.000000 Penalty: 4711.155762
	Iteration 24Q: 3 clusters Score -1495137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1495155.750000 Penalty: 4711.155762
	Iteration 25Q: 3 clusters Score -1495156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1495168.375000 Penalty: 4711.155762
	Iteration 26Q: 3 clusters Score -1495168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1495180.750000 Penalty: 4711.155762
	Iteration 27Q: 3 clusters Score -1495181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1495196.625000 Penalty: 4711.155762
	Iteration 28Q: 3 clusters Score -1495197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1495212.625000 Penalty: 4711.155762
	Iteration 29Q: 3 clusters Score -1495213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1495230.125000 Penalty: 4711.155762
	Iteration 30Q: 3 clusters Score -1495230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1495245.375000 Penalty: 4711.155762
	Iteration 31Q: 3 clusters Score -1495245 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1495258.625000 Penalty: 4711.155762
	Iteration 32Q: 3 clusters Score -1495259 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1495269.875000 Penalty: 4711.155762
	Iteration 33Q: 3 clusters Score -1495270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1495276.375000 Penalty: 4711.155762
	Iteration 34Q: 3 clusters Score -1495276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1495289.000000 Penalty: 4711.155762
	Iteration 35Q: 3 clusters Score -1495289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1495293.500000 Penalty: 4711.155762
	Iteration 36Q: 3 clusters Score -1495294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1495304.500000 Penalty: 4711.155762
	Iteration 37Q: 3 clusters Score -1495304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1495317.250000 Penalty: 4711.155762
	Iteration 38Q: 3 clusters Score -1495317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1495323.875000 Penalty: 4711.155762
	Iteration 39Q: 3 clusters Score -1495324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1495333.625000 Penalty: 4711.155762
	Iteration 40F: 3 clusters Score -1495334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1495340.000000 Penalty: 4711.155762
	Iteration 41Q: 3 clusters Score -1495340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1495352.500000 Penalty: 4711.155762
	Iteration 42Q: 3 clusters Score -1495352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1495363.000000 Penalty: 4711.155762
	Iteration 43Q: 3 clusters Score -1495363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1495377.750000 Penalty: 4711.155762
	Iteration 44Q: 3 clusters Score -1495378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1495391.000000 Penalty: 4711.155762
	Iteration 45Q: 3 clusters Score -1495391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1495393.625000 Penalty: 4711.155762
	Iteration 46Q: 3 clusters Score -1495394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1495409.500000 Penalty: 4711.155762
	Iteration 47Q: 3 clusters Score -1495410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1495420.250000 Penalty: 4711.155762
	Iteration 48Q: 3 clusters Score -1495420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1495422.625000 Penalty: 4711.155762
	Iteration 49Q: 3 clusters Score -1495423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1495425.125000 Penalty: 4711.155762
	Iteration 50Q: 3 clusters Score -1495425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1495436.625000 Penalty: 4711.155762
	Iteration 51Q: 3 clusters Score -1495437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1495442.125000 Penalty: 4711.155762
	Iteration 52Q: 3 clusters Score -1495442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1495450.250000 Penalty: 4711.155762
	Iteration 53Q: 3 clusters Score -1495450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1495459.750000 Penalty: 4711.155762
	Iteration 54Q: 3 clusters Score -1495460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1495466.375000 Penalty: 4711.155762
	Iteration 55Q: 3 clusters Score -1495466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1495477.375000 Penalty: 4711.155762
	Iteration 56Q: 3 clusters Score -1495477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1495482.375000 Penalty: 4711.155762
	Iteration 57Q: 3 clusters Score -1495482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1495486.625000 Penalty: 4711.155762
	Iteration 58Q: 3 clusters Score -1495487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1495485.250000 Penalty: 4711.155762
	Iteration 59Q: 3 clusters Score -1495485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1495490.750000 Penalty: 4711.155762
	Iteration 60F: 3 clusters Score -1495491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1495490.375000 Penalty: 4711.155762
	Iteration 61Q: 3 clusters Score -1495490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1495498.250000 Penalty: 4711.155762
	Iteration 62Q: 3 clusters Score -1495498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1495496.125000 Penalty: 4711.155762
	Iteration 63Q: 3 clusters Score -1495496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1495501.750000 Penalty: 4711.155762
	Iteration 64Q: 3 clusters Score -1495502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1495500.375000 Penalty: 4711.155762
	Iteration 65Q: 3 clusters Score -1495500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1495505.500000 Penalty: 4711.155762
	Iteration 66Q: 3 clusters Score -1495506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1495510.125000 Penalty: 4711.155762
	Iteration 67Q: 3 clusters Score -1495510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1495517.250000 Penalty: 4711.155762
	Iteration 68Q: 3 clusters Score -1495517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1495517.750000 Penalty: 4711.155762
	Iteration 69Q: 3 clusters Score -1495518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1495521.625000 Penalty: 4711.155762
	Iteration 70Q: 3 clusters Score -1495522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1495529.250000 Penalty: 4711.155762
	Iteration 71Q: 3 clusters Score -1495529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1495543.875000 Penalty: 4711.155762
	Iteration 72Q: 3 clusters Score -1495544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1495560.000000 Penalty: 4711.155762
	Iteration 73Q: 3 clusters Score -1495560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1495574.250000 Penalty: 4711.155762
	Iteration 74Q: 3 clusters Score -1495574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1495595.375000 Penalty: 4711.155762
	Iteration 75Q: 3 clusters Score -1495595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1495614.875000 Penalty: 4711.155762
	Iteration 76Q: 3 clusters Score -1495615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1495631.875000 Penalty: 4711.155762
	Iteration 77Q: 3 clusters Score -1495632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1495648.625000 Penalty: 4711.155762
	Iteration 78Q: 3 clusters Score -1495649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1495657.625000 Penalty: 4711.155762
	Iteration 79Q: 3 clusters Score -1495658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1495667.000000 Penalty: 4711.155762
	Iteration 80F: 3 clusters Score -1495667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1495674.750000 Penalty: 4711.155762
	Iteration 81Q: 3 clusters Score -1495675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1495681.875000 Penalty: 4711.155762
	Iteration 82Q: 3 clusters Score -1495682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1495695.375000 Penalty: 4711.155762
	Iteration 83Q: 3 clusters Score -1495695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1495701.250000 Penalty: 4711.155762
	Iteration 84Q: 3 clusters Score -1495701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1495710.250000 Penalty: 4711.155762
	Iteration 85Q: 3 clusters Score -1495710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1495721.250000 Penalty: 4711.155762
	Iteration 86Q: 3 clusters Score -1495721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1495722.500000 Penalty: 4711.155762
	Iteration 87Q: 3 clusters Score -1495722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1495729.625000 Penalty: 4711.155762
	Iteration 88Q: 3 clusters Score -1495730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1495735.500000 Penalty: 4711.155762
	Iteration 89Q: 3 clusters Score -1495736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1495736.375000 Penalty: 4711.155762
	Iteration 90Q: 3 clusters Score -1495736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1495740.500000 Penalty: 4711.155762
	Iteration 91Q: 3 clusters Score -1495740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1495742.375000 Penalty: 4711.155762
	Iteration 92Q: 3 clusters Score -1495742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1495744.750000 Penalty: 4711.155762
	Iteration 93Q: 3 clusters Score -1495745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1495742.500000 Penalty: 4711.155762
	Iteration 94Q: 3 clusters Score -1495742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1495746.250000 Penalty: 4711.155762
	Iteration 95Q: 3 clusters Score -1495746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1495747.375000 Penalty: 4711.155762
	Iteration 96Q: 3 clusters Score -1495747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1495750.500000 Penalty: 4711.155762
	Iteration 97Q: 3 clusters Score -1495750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1495752.875000 Penalty: 4711.155762
	Iteration 98Q: 3 clusters Score -1495753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1495755.625000 Penalty: 4711.155762
	Iteration 99Q: 3 clusters Score -1495756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1495754.875000 Penalty: 4711.155762
	Iteration 100F: 3 clusters Score -1495755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1495755.750000 Penalty: 4711.155762
	Iteration 101Q: 3 clusters Score -1495756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1495757.625000 Penalty: 4711.155762
	Iteration 102Q: 3 clusters Score -1495758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1495760.250000 Penalty: 4711.155762
	Iteration 103Q: 3 clusters Score -1495760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1495761.000000 Penalty: 4711.155762
	Iteration 104Q: 3 clusters Score -1495761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1495764.125000 Penalty: 4711.155762
	Iteration 105Q: 3 clusters Score -1495764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1495766.750000 Penalty: 4711.155762
	Iteration 106Q: 3 clusters Score -1495767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1495767.375000 Penalty: 4711.155762
	Iteration 107Q: 3 clusters Score -1495767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1495770.625000 Penalty: 4711.155762
	Iteration 108Q: 3 clusters Score -1495771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1495770.375000 Penalty: 4711.155762
	Iteration 109Q: 3 clusters Score -1495770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1495770.375000 Penalty: 4711.155762
	Iteration 110Q: 3 clusters Score -1495770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1495772.500000 Penalty: 4711.155762
	Iteration 111Q: 3 clusters Score -1495772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1495771.000000 Penalty: 4711.155762
	Iteration 112Q: 3 clusters Score -1495771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1495773.500000 Penalty: 4711.155762
	Iteration 113Q: 3 clusters Score -1495774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1495774.375000 Penalty: 4711.155762
	Iteration 114Q: 3 clusters Score -1495774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1495771.375000 Penalty: 4711.155762
	Iteration 115Q: 3 clusters Score -1495771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1495771.625000 Penalty: 4711.155762
	Iteration 116Q: 3 clusters Score -1495772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1495771.625000 Penalty: 4711.155762
	Iteration 117F: 3 clusters Score -1495772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Entering Unmasked Estep 
Score: -807689.937500 Penalty: 2205.469727
	Iteration 0F: 2 clusters Score -807689.9 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 3654 members 
Entering Unmasked Estep 
Score: -801756.312500 Penalty: 4410.939453
	Iteration 0F: 3 clusters Score -801756.3 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -803354.062500 Penalty: 4410.939453
	Iteration 1F: 3 clusters Score -803354.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -803677.000000 Penalty: 4410.939453
	Iteration 2F: 3 clusters Score -803677 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -803919.562500 Penalty: 4410.939453
	Iteration 3F: 3 clusters Score -803919.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -804100.125000 Penalty: 4410.939453
	Iteration 4Q: 3 clusters Score -804100.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -804259.375000 Penalty: 4410.939453
	Iteration 5Q: 3 clusters Score -804259.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -804398.937500 Penalty: 4410.939453
	Iteration 6Q: 3 clusters Score -804398.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -804547.187500 Penalty: 4410.939453
	Iteration 7Q: 3 clusters Score -804547.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -804694.875000 Penalty: 4410.939453
	Iteration 8Q: 3 clusters Score -804694.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -804819.000000 Penalty: 4410.939453
	Iteration 9Q: 3 clusters Score -804819 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -804934.125000 Penalty: 4410.939453
	Iteration 10Q: 3 clusters Score -804934.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -805041.125000 Penalty: 4410.939453
	Iteration 11Q: 3 clusters Score -805041.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -805144.750000 Penalty: 4410.939453
	Iteration 12Q: 3 clusters Score -805144.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -805263.625000 Penalty: 4410.939453
	Iteration 13Q: 3 clusters Score -805263.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -805364.437500 Penalty: 4410.939453
	Iteration 14Q: 3 clusters Score -805364.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -805462.687500 Penalty: 4410.939453
	Iteration 15Q: 3 clusters Score -805462.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -805545.125000 Penalty: 4410.939453
	Iteration 16Q: 3 clusters Score -805545.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -805631.687500 Penalty: 4410.939453
	Iteration 17Q: 3 clusters Score -805631.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -805718.562500 Penalty: 4410.939453
	Iteration 18Q: 3 clusters Score -805718.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -805799.562500 Penalty: 4410.939453
	Iteration 19Q: 3 clusters Score -805799.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -805878.062500 Penalty: 4410.939453
	Iteration 20F: 3 clusters Score -805878.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -805927.250000 Penalty: 4410.939453
	Iteration 21Q: 3 clusters Score -805927.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -805968.250000 Penalty: 4410.939453
	Iteration 22Q: 3 clusters Score -805968.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -806002.312500 Penalty: 4410.939453
	Iteration 23Q: 3 clusters Score -806002.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -806035.062500 Penalty: 4410.939453
	Iteration 24Q: 3 clusters Score -806035.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -806064.187500 Penalty: 4410.939453
	Iteration 25Q: 3 clusters Score -806064.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -806088.250000 Penalty: 4410.939453
	Iteration 26Q: 3 clusters Score -806088.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -806107.562500 Penalty: 4410.939453
	Iteration 27Q: 3 clusters Score -806107.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -806120.187500 Penalty: 4410.939453
	Iteration 28Q: 3 clusters Score -806120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -806123.937500 Penalty: 4410.939453
	Iteration 29Q: 3 clusters Score -806123.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -806125.937500 Penalty: 4410.939453
	Iteration 30Q: 3 clusters Score -806125.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -806129.187500 Penalty: 4410.939453
	Iteration 31Q: 3 clusters Score -806129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -806131.500000 Penalty: 4410.939453
	Iteration 32Q: 3 clusters Score -806131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -806132.937500 Penalty: 4410.939453
	Iteration 33Q: 3 clusters Score -806132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -806134.125000 Penalty: 4410.939453
	Iteration 34Q: 3 clusters Score -806134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -806134.125000 Penalty: 4410.939453
	Iteration 35Q: 3 clusters Score -806134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -806134.125000 Penalty: 4410.939453
	Iteration 36F: 3 clusters Score -806134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (204531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204531 members 
Entering Unmasked Estep 
Score: -24052426.000000 Penalty: 3032.661621
	Iteration 0F: 2 clusters Score -2.405243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -23922828.000000 Penalty: 6065.323242
	Iteration 0F: 3 clusters Score -2.392283e+07 nChanged 98333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -23980852.000000 Penalty: 6065.323242
	Iteration 1F: 3 clusters Score -2.398085e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96742 members 
Mstep: Class 2 contains 107789 members 
Entering Unmasked Estep 
Score: -23982268.000000 Penalty: 6065.323242
	Iteration 2Q: 3 clusters Score -2.398227e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93570 members 
Mstep: Class 2 contains 110961 members 
Entering Unmasked Estep 
Score: -23983898.000000 Penalty: 6065.323242
	Iteration 3Q: 3 clusters Score -2.39839e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -23986204.000000 Penalty: 6065.323242
	Iteration 4Q: 3 clusters Score -2.39862e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 122664 members 
Entering Unmasked Estep 
Score: -23989842.000000 Penalty: 6065.323242
	Iteration 5Q: 3 clusters Score -2.398984e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 132965 members 
Entering Unmasked Estep 
Score: -23995788.000000 Penalty: 6065.323242
	Iteration 6F: 3 clusters Score -2.399579e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 147025 members 
Entering Unmasked Estep 
Score: -24005482.000000 Penalty: 6065.323242
	Iteration 7F: 3 clusters Score -2.400548e+07 nChanged 17361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -24019656.000000 Penalty: 6065.323242
	Iteration 8F: 3 clusters Score -2.401966e+07 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -24033196.000000 Penalty: 6065.323242
	Iteration 9F: 3 clusters Score -2.40332e+07 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 193968 members 
Entering Unmasked Estep 
Score: -24042196.000000 Penalty: 6065.323242
	Iteration 10F: 3 clusters Score -2.40422e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 200133 members 
Entering Unmasked Estep 
Score: -24046706.000000 Penalty: 6065.323242
	Iteration 11Q: 3 clusters Score -2.404671e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 202562 members 
Entering Unmasked Estep 
Score: -24048678.000000 Penalty: 6065.323242
	Iteration 12Q: 3 clusters Score -2.404868e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 203335 members 
Entering Unmasked Estep 
Score: -24049402.000000 Penalty: 6065.323242
	Iteration 13Q: 3 clusters Score -2.40494e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 203602 members 
Entering Unmasked Estep 
Score: -24049748.000000 Penalty: 6065.323242
	Iteration 14Q: 3 clusters Score -2.404975e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 203714 members 
Entering Unmasked Estep 
Score: -24049904.000000 Penalty: 6065.323242
	Iteration 15Q: 3 clusters Score -2.40499e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 203765 members 
Entering Unmasked Estep 
Score: -24049968.000000 Penalty: 6065.323242
	Iteration 16Q: 3 clusters Score -2.404997e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 203779 members 
Entering Unmasked Estep 
Score: -24050026.000000 Penalty: 6065.323242
	Iteration 17Q: 3 clusters Score -2.405003e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 203793 members 
Entering Unmasked Estep 
Score: -24050100.000000 Penalty: 6065.323242
	Iteration 18Q: 3 clusters Score -2.40501e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 203798 members 
Entering Unmasked Estep 
Score: -24050116.000000 Penalty: 6065.323242
	Iteration 19Q: 3 clusters Score -2.405012e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 203789 members 
Entering Unmasked Estep 
Score: -24050132.000000 Penalty: 6065.323242
	Iteration 20F: 3 clusters Score -2.405013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 203786 members 
Entering Unmasked Estep 
Score: -24050164.000000 Penalty: 6065.323242
	Iteration 21Q: 3 clusters Score -2.405016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 203777 members 
Entering Unmasked Estep 
Score: -24050146.000000 Penalty: 6065.323242
	Iteration 22Q: 3 clusters Score -2.405015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 203775 members 
Entering Unmasked Estep 
Score: -24050154.000000 Penalty: 6065.323242
	Iteration 23Q: 3 clusters Score -2.405015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 203778 members 
Entering Unmasked Estep 
Score: -24050164.000000 Penalty: 6065.323242
	Iteration 24Q: 3 clusters Score -2.405016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 203779 members 
Entering Unmasked Estep 
Score: -24050182.000000 Penalty: 6065.323242
	Iteration 25Q: 3 clusters Score -2.405018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 203784 members 
Entering Unmasked Estep 
Score: -24050174.000000 Penalty: 6065.323242
	Iteration 26Q: 3 clusters Score -2.405017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 203789 members 
Entering Unmasked Estep 
Score: -24050172.000000 Penalty: 6065.323242
	Iteration 27Q: 3 clusters Score -2.405017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 203793 members 
Entering Unmasked Estep 
Score: -24050168.000000 Penalty: 6065.323242
	Iteration 28Q: 3 clusters Score -2.405017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 203795 members 
Entering Unmasked Estep 
Score: -24050166.000000 Penalty: 6065.323242
	Iteration 29Q: 3 clusters Score -2.405017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 203793 members 
Entering Unmasked Estep 
Score: -24050158.000000 Penalty: 6065.323242
	Iteration 30Q: 3 clusters Score -2.405016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 203792 members 
Entering Unmasked Estep 
Score: -24050176.000000 Penalty: 6065.323242
	Iteration 31Q: 3 clusters Score -2.405018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 203792 members 
Entering Unmasked Estep 
Score: -24050166.000000 Penalty: 6065.323242
	Iteration 32Q: 3 clusters Score -2.405017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 203792 members 
Entering Unmasked Estep 
Score: -24050176.000000 Penalty: 6065.323242
	Iteration 33Q: 3 clusters Score -2.405018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 203791 members 
Entering Unmasked Estep 
Score: -24050174.000000 Penalty: 6065.323242
	Iteration 34Q: 3 clusters Score -2.405017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 203790 members 
Entering Unmasked Estep 
Score: -24050186.000000 Penalty: 6065.323242
	Iteration 35Q: 3 clusters Score -2.405019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 203790 members 
Entering Unmasked Estep 
Score: -24050186.000000 Penalty: 6065.323242
	Iteration 36F: 3 clusters Score -2.405019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (212189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212189 members 
Entering Unmasked Estep 
Score: -24457296.000000 Penalty: 3041.777832
	Iteration 0F: 2 clusters Score -2.44573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106337 members 
Mstep: Class 2 contains 105852 members 
Entering Unmasked Estep 
Score: -24318220.000000 Penalty: 6083.555664
	Iteration 0F: 3 clusters Score -2.431822e+07 nChanged 102195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 102821 members 
Entering Unmasked Estep 
Score: -24378236.000000 Penalty: 6083.555664
	Iteration 1F: 3 clusters Score -2.437824e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 100387 members 
Entering Unmasked Estep 
Score: -24379636.000000 Penalty: 6083.555664
	Iteration 2Q: 3 clusters Score -2.437964e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115653 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -24381632.000000 Penalty: 6083.555664
	Iteration 3Q: 3 clusters Score -2.438163e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121544 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -24384664.000000 Penalty: 6083.555664
	Iteration 4Q: 3 clusters Score -2.438466e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130261 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -24389584.000000 Penalty: 6083.555664
	Iteration 5Q: 3 clusters Score -2.438958e+07 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -24397686.000000 Penalty: 6083.555664
	Iteration 6F: 3 clusters Score -2.439769e+07 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -24409932.000000 Penalty: 6083.555664
	Iteration 7F: 3 clusters Score -2.440993e+07 nChanged 17157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -24424168.000000 Penalty: 6083.555664
	Iteration 8F: 3 clusters Score -2.442417e+07 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189656 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -24436638.000000 Penalty: 6083.555664
	Iteration 9F: 3 clusters Score -2.443664e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -24444894.000000 Penalty: 6083.555664
	Iteration 10Q: 3 clusters Score -2.444489e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205306 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -24449720.000000 Penalty: 6083.555664
	Iteration 11Q: 3 clusters Score -2.444972e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208322 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -24452068.000000 Penalty: 6083.555664
	Iteration 12Q: 3 clusters Score -2.445207e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209855 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -24453210.000000 Penalty: 6083.555664
	Iteration 13Q: 3 clusters Score -2.445321e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210624 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -24453824.000000 Penalty: 6083.555664
	Iteration 14Q: 3 clusters Score -2.445382e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211004 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -24454170.000000 Penalty: 6083.555664
	Iteration 15Q: 3 clusters Score -2.445417e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211206 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -24454368.000000 Penalty: 6083.555664
	Iteration 16Q: 3 clusters Score -2.445437e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211307 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -24454500.000000 Penalty: 6083.555664
	Iteration 17Q: 3 clusters Score -2.44545e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211373 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -24454580.000000 Penalty: 6083.555664
	Iteration 18Q: 3 clusters Score -2.445458e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211410 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -24454666.000000 Penalty: 6083.555664
	Iteration 19Q: 3 clusters Score -2.445467e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211431 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -24454662.000000 Penalty: 6083.555664
	Iteration 20F: 3 clusters Score -2.445466e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211444 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -24454670.000000 Penalty: 6083.555664
	Iteration 21Q: 3 clusters Score -2.445467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211462 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -24454698.000000 Penalty: 6083.555664
	Iteration 22Q: 3 clusters Score -2.44547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211474 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -24454704.000000 Penalty: 6083.555664
	Iteration 23Q: 3 clusters Score -2.44547e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -24454714.000000 Penalty: 6083.555664
	Iteration 24Q: 3 clusters Score -2.445471e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211494 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -24454728.000000 Penalty: 6083.555664
	Iteration 25Q: 3 clusters Score -2.445473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211502 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -24454734.000000 Penalty: 6083.555664
	Iteration 26Q: 3 clusters Score -2.445473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211505 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -24454738.000000 Penalty: 6083.555664
	Iteration 27Q: 3 clusters Score -2.445474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211508 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -24454738.000000 Penalty: 6083.555664
	Iteration 28Q: 3 clusters Score -2.445474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211515 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -24454746.000000 Penalty: 6083.555664
	Iteration 29Q: 3 clusters Score -2.445475e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211519 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -24454782.000000 Penalty: 6083.555664
	Iteration 30Q: 3 clusters Score -2.445478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211520 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -24454796.000000 Penalty: 6083.555664
	Iteration 31Q: 3 clusters Score -2.44548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211526 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -24454814.000000 Penalty: 6083.555664
	Iteration 32Q: 3 clusters Score -2.445481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -24454814.000000 Penalty: 6083.555664
	Iteration 33Q: 3 clusters Score -2.445481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211529 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -24454814.000000 Penalty: 6083.555664
	Iteration 34Q: 3 clusters Score -2.445481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211533 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -24454818.000000 Penalty: 6083.555664
	Iteration 35Q: 3 clusters Score -2.445482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -24454842.000000 Penalty: 6083.555664
	Iteration 36Q: 3 clusters Score -2.445484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211537 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -24454840.000000 Penalty: 6083.555664
	Iteration 37Q: 3 clusters Score -2.445484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211535 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -24454840.000000 Penalty: 6083.555664
	Iteration 38Q: 3 clusters Score -2.445484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211536 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -24454840.000000 Penalty: 6083.555664
	Iteration 39Q: 3 clusters Score -2.445484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211535 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -24454852.000000 Penalty: 6083.555664
	Iteration 40F: 3 clusters Score -2.445485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211538 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -24454840.000000 Penalty: 6083.555664
	Iteration 41Q: 3 clusters Score -2.445484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211538 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -24454840.000000 Penalty: 6083.555664
	Iteration 42F: 3 clusters Score -2.445484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Entering Unmasked Estep 
Score: -2975140.500000 Penalty: 2513.557617
	Iteration 0F: 2 clusters Score -2975140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2957736.000000 Penalty: 5027.115234
	Iteration 0F: 3 clusters Score -2957736 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2963870.500000 Penalty: 5027.115234
	Iteration 1F: 3 clusters Score -2963870 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2964303.500000 Penalty: 5027.115234
	Iteration 2F: 3 clusters Score -2964304 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2964729.750000 Penalty: 5027.115234
	Iteration 3Q: 3 clusters Score -2964730 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2965132.500000 Penalty: 5027.115234
	Iteration 4Q: 3 clusters Score -2965132 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2965601.500000 Penalty: 5027.115234
	Iteration 5Q: 3 clusters Score -2965602 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2966280.750000 Penalty: 5027.115234
	Iteration 6Q: 3 clusters Score -2966281 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2967219.500000 Penalty: 5027.115234
	Iteration 7F: 3 clusters Score -2967220 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2968420.750000 Penalty: 5027.115234
	Iteration 8F: 3 clusters Score -2968421 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2969738.250000 Penalty: 5027.115234
	Iteration 9F: 3 clusters Score -2969738 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2970869.750000 Penalty: 5027.115234
	Iteration 10F: 3 clusters Score -2970870 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2971679.000000 Penalty: 5027.115234
	Iteration 11Q: 3 clusters Score -2971679 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2972215.500000 Penalty: 5027.115234
	Iteration 12Q: 3 clusters Score -2972216 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2972568.250000 Penalty: 5027.115234
	Iteration 13Q: 3 clusters Score -2972568 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2972808.750000 Penalty: 5027.115234
	Iteration 14Q: 3 clusters Score -2972809 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2972963.500000 Penalty: 5027.115234
	Iteration 15Q: 3 clusters Score -2972964 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2973064.750000 Penalty: 5027.115234
	Iteration 16Q: 3 clusters Score -2973065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2973117.750000 Penalty: 5027.115234
	Iteration 17Q: 3 clusters Score -2973118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2973155.000000 Penalty: 5027.115234
	Iteration 18Q: 3 clusters Score -2973155 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2973185.750000 Penalty: 5027.115234
	Iteration 19Q: 3 clusters Score -2973186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2973218.500000 Penalty: 5027.115234
	Iteration 20F: 3 clusters Score -2973218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2973240.250000 Penalty: 5027.115234
	Iteration 21Q: 3 clusters Score -2973240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2973255.500000 Penalty: 5027.115234
	Iteration 22Q: 3 clusters Score -2973256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2973269.750000 Penalty: 5027.115234
	Iteration 23Q: 3 clusters Score -2973270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2973285.000000 Penalty: 5027.115234
	Iteration 24Q: 3 clusters Score -2973285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2973294.750000 Penalty: 5027.115234
	Iteration 25Q: 3 clusters Score -2973295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2973314.250000 Penalty: 5027.115234
	Iteration 26Q: 3 clusters Score -2973314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2973321.750000 Penalty: 5027.115234
	Iteration 27Q: 3 clusters Score -2973322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2973328.750000 Penalty: 5027.115234
	Iteration 28Q: 3 clusters Score -2973329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2973340.500000 Penalty: 5027.115234
	Iteration 29Q: 3 clusters Score -2973340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2973347.250000 Penalty: 5027.115234
	Iteration 30Q: 3 clusters Score -2973347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2973361.750000 Penalty: 5027.115234
	Iteration 31Q: 3 clusters Score -2973362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2973362.500000 Penalty: 5027.115234
	Iteration 32Q: 3 clusters Score -2973362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2973366.750000 Penalty: 5027.115234
	Iteration 33Q: 3 clusters Score -2973367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2973372.500000 Penalty: 5027.115234
	Iteration 34Q: 3 clusters Score -2973372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2973381.250000 Penalty: 5027.115234
	Iteration 35Q: 3 clusters Score -2973381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2973384.750000 Penalty: 5027.115234
	Iteration 36Q: 3 clusters Score -2973385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2973393.000000 Penalty: 5027.115234
	Iteration 37Q: 3 clusters Score -2973393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2973396.750000 Penalty: 5027.115234
	Iteration 38Q: 3 clusters Score -2973397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2973400.250000 Penalty: 5027.115234
	Iteration 39Q: 3 clusters Score -2973400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2973413.250000 Penalty: 5027.115234
	Iteration 40F: 3 clusters Score -2973413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2973419.000000 Penalty: 5027.115234
	Iteration 41Q: 3 clusters Score -2973419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2973429.000000 Penalty: 5027.115234
	Iteration 42Q: 3 clusters Score -2973429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2973434.500000 Penalty: 5027.115234
	Iteration 43Q: 3 clusters Score -2973434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2973447.000000 Penalty: 5027.115234
	Iteration 44Q: 3 clusters Score -2973447 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2973455.750000 Penalty: 5027.115234
	Iteration 45Q: 3 clusters Score -2973456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2973474.750000 Penalty: 5027.115234
	Iteration 46Q: 3 clusters Score -2973475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2973483.500000 Penalty: 5027.115234
	Iteration 47Q: 3 clusters Score -2973484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2973509.250000 Penalty: 5027.115234
	Iteration 48Q: 3 clusters Score -2973509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2973522.500000 Penalty: 5027.115234
	Iteration 49Q: 3 clusters Score -2973522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2973532.000000 Penalty: 5027.115234
	Iteration 50Q: 3 clusters Score -2973532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2973540.250000 Penalty: 5027.115234
	Iteration 51Q: 3 clusters Score -2973540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2973555.500000 Penalty: 5027.115234
	Iteration 52Q: 3 clusters Score -2973556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2973577.750000 Penalty: 5027.115234
	Iteration 53Q: 3 clusters Score -2973578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2973594.500000 Penalty: 5027.115234
	Iteration 54Q: 3 clusters Score -2973594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2973625.500000 Penalty: 5027.115234
	Iteration 55Q: 3 clusters Score -2973626 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2973646.750000 Penalty: 5027.115234
	Iteration 56Q: 3 clusters Score -2973647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2973666.250000 Penalty: 5027.115234
	Iteration 57Q: 3 clusters Score -2973666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2973677.000000 Penalty: 5027.115234
	Iteration 58Q: 3 clusters Score -2973677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2973687.000000 Penalty: 5027.115234
	Iteration 59Q: 3 clusters Score -2973687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2973689.750000 Penalty: 5027.115234
	Iteration 60F: 3 clusters Score -2973690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2973692.250000 Penalty: 5027.115234
	Iteration 61Q: 3 clusters Score -2973692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2973692.500000 Penalty: 5027.115234
	Iteration 62Q: 3 clusters Score -2973692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2973694.250000 Penalty: 5027.115234
	Iteration 63Q: 3 clusters Score -2973694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2973696.000000 Penalty: 5027.115234
	Iteration 64Q: 3 clusters Score -2973696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2973696.750000 Penalty: 5027.115234
	Iteration 65Q: 3 clusters Score -2973697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2973699.250000 Penalty: 5027.115234
	Iteration 66Q: 3 clusters Score -2973699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2973702.250000 Penalty: 5027.115234
	Iteration 67Q: 3 clusters Score -2973702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2973705.500000 Penalty: 5027.115234
	Iteration 68Q: 3 clusters Score -2973706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2973706.750000 Penalty: 5027.115234
	Iteration 69Q: 3 clusters Score -2973707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2973711.000000 Penalty: 5027.115234
	Iteration 70Q: 3 clusters Score -2973711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2973712.250000 Penalty: 5027.115234
	Iteration 71Q: 3 clusters Score -2973712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2973716.000000 Penalty: 5027.115234
	Iteration 72Q: 3 clusters Score -2973716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2973715.000000 Penalty: 5027.115234
	Iteration 73Q: 3 clusters Score -2973715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2973719.000000 Penalty: 5027.115234
	Iteration 74Q: 3 clusters Score -2973719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2973720.750000 Penalty: 5027.115234
	Iteration 75Q: 3 clusters Score -2973721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2973720.750000 Penalty: 5027.115234
	Iteration 76Q: 3 clusters Score -2973721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2973722.750000 Penalty: 5027.115234
	Iteration 77Q: 3 clusters Score -2973723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2973718.750000 Penalty: 5027.115234
	Iteration 78Q: 3 clusters Score -2973719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2973720.000000 Penalty: 5027.115234
	Iteration 79Q: 3 clusters Score -2973720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2973720.000000 Penalty: 5027.115234
	Iteration 80F: 3 clusters Score -2973720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2973730.250000 Penalty: 5027.115234
	Iteration 81Q: 3 clusters Score -2973730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2973728.500000 Penalty: 5027.115234
	Iteration 82Q: 3 clusters Score -2973728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2973726.500000 Penalty: 5027.115234
	Iteration 83Q: 3 clusters Score -2973726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2973727.000000 Penalty: 5027.115234
	Iteration 84Q: 3 clusters Score -2973727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2973730.250000 Penalty: 5027.115234
	Iteration 85Q: 3 clusters Score -2973730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2973733.000000 Penalty: 5027.115234
	Iteration 86Q: 3 clusters Score -2973733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2973736.000000 Penalty: 5027.115234
	Iteration 87Q: 3 clusters Score -2973736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2973735.500000 Penalty: 5027.115234
	Iteration 88Q: 3 clusters Score -2973736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2973737.000000 Penalty: 5027.115234
	Iteration 89Q: 3 clusters Score -2973737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2973744.000000 Penalty: 5027.115234
	Iteration 90Q: 3 clusters Score -2973744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2973740.500000 Penalty: 5027.115234
	Iteration 91Q: 3 clusters Score -2973740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2973739.750000 Penalty: 5027.115234
	Iteration 92Q: 3 clusters Score -2973740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2973745.250000 Penalty: 5027.115234
	Iteration 93Q: 3 clusters Score -2973745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2973741.500000 Penalty: 5027.115234
	Iteration 94Q: 3 clusters Score -2973742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2973747.750000 Penalty: 5027.115234
	Iteration 95Q: 3 clusters Score -2973748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2973749.500000 Penalty: 5027.115234
	Iteration 96Q: 3 clusters Score -2973750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2973747.000000 Penalty: 5027.115234
	Iteration 97Q: 3 clusters Score -2973747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2973746.000000 Penalty: 5027.115234
	Iteration 98Q: 3 clusters Score -2973746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2973754.250000 Penalty: 5027.115234
	Iteration 99Q: 3 clusters Score -2973754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2973761.000000 Penalty: 5027.115234
	Iteration 100F: 3 clusters Score -2973761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2973754.750000 Penalty: 5027.115234
	Iteration 101Q: 3 clusters Score -2973755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2973760.250000 Penalty: 5027.115234
	Iteration 102Q: 3 clusters Score -2973760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2973759.750000 Penalty: 5027.115234
	Iteration 103Q: 3 clusters Score -2973760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2973762.500000 Penalty: 5027.115234
	Iteration 104Q: 3 clusters Score -2973762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2973768.250000 Penalty: 5027.115234
	Iteration 105Q: 3 clusters Score -2973768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2973771.750000 Penalty: 5027.115234
	Iteration 106Q: 3 clusters Score -2973772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2973770.750000 Penalty: 5027.115234
	Iteration 107Q: 3 clusters Score -2973771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2973770.250000 Penalty: 5027.115234
	Iteration 108Q: 3 clusters Score -2973770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2973770.250000 Penalty: 5027.115234
	Iteration 109F: 3 clusters Score -2973770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -105818.585938 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -105818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103864.898438 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -103864.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104713.921875 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -104713.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -105172.039062 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -105172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105446.304688 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -105446.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105717.187500 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -105717.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106006.210938 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -106006.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -106234.289062 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -106234.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -106447.625000 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -106447.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -106505.031250 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -106505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -106643.335938 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -106643.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106889.593750 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -106889.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107111.453125 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -107111.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107186.726562 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -107186.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107277.554688 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -107277.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107351.570312 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -107351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107397.507812 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -107397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -107447.570312 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -107447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107511.132812 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -107511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107525.343750 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -107525.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107525.906250 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -107525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -107554.515625 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -107554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107645.101562 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -107645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -107645.101562 Penalty: 3490.365723
	Iteration 22F: 3 clusters Score -107645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 51065 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 187688 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 10 contains 27702 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 81043 members 
Mstep: Class 15 contains 123840 members 
Mstep: Class 16 contains 199063 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 65026 members 
Mstep: Class 19 contains 13337 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 204531 members 
Mstep: Class 22 contains 212189 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 11138 members 
Mstep: Class 28 contains 79067 members 
Mstep: Class 29 contains 13998 members 
Mstep: Class 30 contains 9085 members 
Mstep: Class 31 contains 7859 members 
Mstep: Class 32 contains 174820 members 
Mstep: Class 33 contains 1191 members 
Mstep: Class 34 contains 9675 members 
Mstep: Class 35 contains 43677 members 
Mstep: Class 36 contains 667 members 
Entering Unmasked Estep 
Score: -225935312.000000 Penalty: 129591.984375
Splitting cluster 24 changes total score from -225931408.000000 to -225935312.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 25 (36595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Entering Unmasked Estep 
Score: -4278005.000000 Penalty: 2605.901367
	Iteration 0F: 2 clusters Score -4278005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4253230.000000 Penalty: 5211.802734
	Iteration 0F: 3 clusters Score -4253230 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -4262754.500000 Penalty: 5211.802734
	Iteration 1F: 3 clusters Score -4262754 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4263425.000000 Penalty: 5211.802734
	Iteration 2Q: 3 clusters Score -4263425 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -4264158.000000 Penalty: 5211.802734
	Iteration 3Q: 3 clusters Score -4264158 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -4265107.500000 Penalty: 5211.802734
	Iteration 4F: 3 clusters Score -4265108 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -4266235.500000 Penalty: 5211.802734
	Iteration 5F: 3 clusters Score -4266236 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4267462.000000 Penalty: 5211.802734
	Iteration 6F: 3 clusters Score -4267462 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -4268553.500000 Penalty: 5211.802734
	Iteration 7F: 3 clusters Score -4268554 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4269329.500000 Penalty: 5211.802734
	Iteration 8Q: 3 clusters Score -4269330 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -4269864.500000 Penalty: 5211.802734
	Iteration 9Q: 3 clusters Score -4269864 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -4270282.000000 Penalty: 5211.802734
	Iteration 10Q: 3 clusters Score -4270282 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -4270612.000000 Penalty: 5211.802734
	Iteration 11Q: 3 clusters Score -4270612 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -4270851.000000 Penalty: 5211.802734
	Iteration 12Q: 3 clusters Score -4270851 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4271117.500000 Penalty: 5211.802734
	Iteration 13Q: 3 clusters Score -4271118 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4271424.500000 Penalty: 5211.802734
	Iteration 14Q: 3 clusters Score -4271424 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4271745.500000 Penalty: 5211.802734
	Iteration 15Q: 3 clusters Score -4271746 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4272076.000000 Penalty: 5211.802734
	Iteration 16Q: 3 clusters Score -4272076 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -4272441.000000 Penalty: 5211.802734
	Iteration 17Q: 3 clusters Score -4272441 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4272844.500000 Penalty: 5211.802734
	Iteration 18Q: 3 clusters Score -4272844 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4273347.500000 Penalty: 5211.802734
	Iteration 19Q: 3 clusters Score -4273348 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4273775.500000 Penalty: 5211.802734
	Iteration 20F: 3 clusters Score -4273776 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4274202.000000 Penalty: 5211.802734
	Iteration 21Q: 3 clusters Score -4274202 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4274602.500000 Penalty: 5211.802734
	Iteration 22Q: 3 clusters Score -4274602 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4274955.000000 Penalty: 5211.802734
	Iteration 23Q: 3 clusters Score -4274955 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4275202.500000 Penalty: 5211.802734
	Iteration 24Q: 3 clusters Score -4275202 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4275403.000000 Penalty: 5211.802734
	Iteration 25Q: 3 clusters Score -4275403 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4275551.000000 Penalty: 5211.802734
	Iteration 26Q: 3 clusters Score -4275551 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4275655.500000 Penalty: 5211.802734
	Iteration 27Q: 3 clusters Score -4275656 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4275741.000000 Penalty: 5211.802734
	Iteration 28Q: 3 clusters Score -4275741 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4275806.500000 Penalty: 5211.802734
	Iteration 29Q: 3 clusters Score -4275806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4275866.500000 Penalty: 5211.802734
	Iteration 30Q: 3 clusters Score -4275866 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4275902.000000 Penalty: 5211.802734
	Iteration 31Q: 3 clusters Score -4275902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4275930.500000 Penalty: 5211.802734
	Iteration 32Q: 3 clusters Score -4275930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4275952.500000 Penalty: 5211.802734
	Iteration 33Q: 3 clusters Score -4275952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4275961.000000 Penalty: 5211.802734
	Iteration 34Q: 3 clusters Score -4275961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4275970.000000 Penalty: 5211.802734
	Iteration 35Q: 3 clusters Score -4275970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4275974.500000 Penalty: 5211.802734
	Iteration 36Q: 3 clusters Score -4275974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4275978.500000 Penalty: 5211.802734
	Iteration 37Q: 3 clusters Score -4275978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4275977.500000 Penalty: 5211.802734
	Iteration 38Q: 3 clusters Score -4275978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4275981.500000 Penalty: 5211.802734
	Iteration 39Q: 3 clusters Score -4275982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4275985.000000 Penalty: 5211.802734
	Iteration 40F: 3 clusters Score -4275985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4275986.500000 Penalty: 5211.802734
	Iteration 41Q: 3 clusters Score -4275986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4275990.000000 Penalty: 5211.802734
	Iteration 42Q: 3 clusters Score -4275990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4275989.000000 Penalty: 5211.802734
	Iteration 43Q: 3 clusters Score -4275989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4275991.000000 Penalty: 5211.802734
	Iteration 44Q: 3 clusters Score -4275991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4275995.000000 Penalty: 5211.802734
	Iteration 45Q: 3 clusters Score -4275995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4275999.000000 Penalty: 5211.802734
	Iteration 46Q: 3 clusters Score -4275999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4275997.000000 Penalty: 5211.802734
	Iteration 47Q: 3 clusters Score -4275997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4276004.000000 Penalty: 5211.802734
	Iteration 48Q: 3 clusters Score -4276004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4276003.500000 Penalty: 5211.802734
	Iteration 49Q: 3 clusters Score -4276004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4276008.500000 Penalty: 5211.802734
	Iteration 50Q: 3 clusters Score -4276008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4276009.000000 Penalty: 5211.802734
	Iteration 51Q: 3 clusters Score -4276009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4276010.000000 Penalty: 5211.802734
	Iteration 52Q: 3 clusters Score -4276010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4276012.500000 Penalty: 5211.802734
	Iteration 53Q: 3 clusters Score -4276012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4276014.000000 Penalty: 5211.802734
	Iteration 54Q: 3 clusters Score -4276014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4276019.500000 Penalty: 5211.802734
	Iteration 55Q: 3 clusters Score -4276020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4276027.000000 Penalty: 5211.802734
	Iteration 56Q: 3 clusters Score -4276027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4276030.500000 Penalty: 5211.802734
	Iteration 57Q: 3 clusters Score -4276030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4276024.500000 Penalty: 5211.802734
	Iteration 58Q: 3 clusters Score -4276024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4276030.500000 Penalty: 5211.802734
	Iteration 59Q: 3 clusters Score -4276030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4276030.000000 Penalty: 5211.802734
	Iteration 60F: 3 clusters Score -4276030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Entering Unmasked Estep 
Score: -778036.875000 Penalty: 2197.966064
	Iteration 0F: 2 clusters Score -778036.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -772307.187500 Penalty: 4395.932129
	Iteration 0F: 3 clusters Score -772307.2 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -773869.375000 Penalty: 4395.932129
	Iteration 1F: 3 clusters Score -773869.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -774216.687500 Penalty: 4395.932129
	Iteration 2F: 3 clusters Score -774216.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -774481.125000 Penalty: 4395.932129
	Iteration 3F: 3 clusters Score -774481.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -774666.937500 Penalty: 4395.932129
	Iteration 4Q: 3 clusters Score -774666.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -774829.125000 Penalty: 4395.932129
	Iteration 5Q: 3 clusters Score -774829.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -775018.125000 Penalty: 4395.932129
	Iteration 6Q: 3 clusters Score -775018.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -775285.437500 Penalty: 4395.932129
	Iteration 7Q: 3 clusters Score -775285.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -775633.750000 Penalty: 4395.932129
	Iteration 8F: 3 clusters Score -775633.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -775976.687500 Penalty: 4395.932129
	Iteration 9F: 3 clusters Score -775976.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -776281.687500 Penalty: 4395.932129
	Iteration 10F: 3 clusters Score -776281.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -776510.062500 Penalty: 4395.932129
	Iteration 11Q: 3 clusters Score -776510.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -776652.437500 Penalty: 4395.932129
	Iteration 12Q: 3 clusters Score -776652.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -776752.437500 Penalty: 4395.932129
	Iteration 13Q: 3 clusters Score -776752.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -776811.062500 Penalty: 4395.932129
	Iteration 14Q: 3 clusters Score -776811.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -776841.687500 Penalty: 4395.932129
	Iteration 15Q: 3 clusters Score -776841.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -776869.687500 Penalty: 4395.932129
	Iteration 16Q: 3 clusters Score -776869.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -776882.250000 Penalty: 4395.932129
	Iteration 17Q: 3 clusters Score -776882.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -776892.687500 Penalty: 4395.932129
	Iteration 18Q: 3 clusters Score -776892.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -776905.000000 Penalty: 4395.932129
	Iteration 19Q: 3 clusters Score -776905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -776914.750000 Penalty: 4395.932129
	Iteration 20F: 3 clusters Score -776914.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -776926.625000 Penalty: 4395.932129
	Iteration 21Q: 3 clusters Score -776926.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -776944.437500 Penalty: 4395.932129
	Iteration 22Q: 3 clusters Score -776944.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -776951.500000 Penalty: 4395.932129
	Iteration 23Q: 3 clusters Score -776951.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -776967.000000 Penalty: 4395.932129
	Iteration 24Q: 3 clusters Score -776967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -776977.875000 Penalty: 4395.932129
	Iteration 25Q: 3 clusters Score -776977.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -776987.125000 Penalty: 4395.932129
	Iteration 26Q: 3 clusters Score -776987.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -776989.375000 Penalty: 4395.932129
	Iteration 27Q: 3 clusters Score -776989.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -776993.750000 Penalty: 4395.932129
	Iteration 28Q: 3 clusters Score -776993.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -776997.500000 Penalty: 4395.932129
	Iteration 29Q: 3 clusters Score -776997.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -776999.625000 Penalty: 4395.932129
	Iteration 30Q: 3 clusters Score -776999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -777001.937500 Penalty: 4395.932129
	Iteration 31Q: 3 clusters Score -777001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -777005.125000 Penalty: 4395.932129
	Iteration 32Q: 3 clusters Score -777005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -777007.375000 Penalty: 4395.932129
	Iteration 33Q: 3 clusters Score -777007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -777011.625000 Penalty: 4395.932129
	Iteration 34Q: 3 clusters Score -777011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -777014.875000 Penalty: 4395.932129
	Iteration 35Q: 3 clusters Score -777014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -777016.250000 Penalty: 4395.932129
	Iteration 36Q: 3 clusters Score -777016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -777018.125000 Penalty: 4395.932129
	Iteration 37Q: 3 clusters Score -777018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -777019.375000 Penalty: 4395.932129
	Iteration 38Q: 3 clusters Score -777019.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -777019.937500 Penalty: 4395.932129
	Iteration 39Q: 3 clusters Score -777019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -777021.250000 Penalty: 4395.932129
	Iteration 40F: 3 clusters Score -777021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -777022.812500 Penalty: 4395.932129
	Iteration 41Q: 3 clusters Score -777022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -777025.500000 Penalty: 4395.932129
	Iteration 42Q: 3 clusters Score -777025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -777025.812500 Penalty: 4395.932129
	Iteration 43Q: 3 clusters Score -777025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -777025.312500 Penalty: 4395.932129
	Iteration 44Q: 3 clusters Score -777025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -777026.875000 Penalty: 4395.932129
	Iteration 45Q: 3 clusters Score -777026.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -777025.875000 Penalty: 4395.932129
	Iteration 46Q: 3 clusters Score -777025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -777027.750000 Penalty: 4395.932129
	Iteration 47Q: 3 clusters Score -777027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -777028.812500 Penalty: 4395.932129
	Iteration 48Q: 3 clusters Score -777028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -777027.625000 Penalty: 4395.932129
	Iteration 49Q: 3 clusters Score -777027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -777027.437500 Penalty: 4395.932129
	Iteration 50Q: 3 clusters Score -777027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -777028.125000 Penalty: 4395.932129
	Iteration 51Q: 3 clusters Score -777028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -777030.125000 Penalty: 4395.932129
	Iteration 52Q: 3 clusters Score -777030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -777031.437500 Penalty: 4395.932129
	Iteration 53Q: 3 clusters Score -777031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -777030.562500 Penalty: 4395.932129
	Iteration 54Q: 3 clusters Score -777030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -777031.125000 Penalty: 4395.932129
	Iteration 55Q: 3 clusters Score -777031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -777034.062500 Penalty: 4395.932129
	Iteration 56Q: 3 clusters Score -777034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -777033.312500 Penalty: 4395.932129
	Iteration 57Q: 3 clusters Score -777033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -777036.750000 Penalty: 4395.932129
	Iteration 58Q: 3 clusters Score -777036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -777035.937500 Penalty: 4395.932129
	Iteration 59Q: 3 clusters Score -777035.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -777037.937500 Penalty: 4395.932129
	Iteration 60F: 3 clusters Score -777037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -777039.125000 Penalty: 4395.932129
	Iteration 61Q: 3 clusters Score -777039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -777039.250000 Penalty: 4395.932129
	Iteration 62Q: 3 clusters Score -777039.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -777040.000000 Penalty: 4395.932129
	Iteration 63Q: 3 clusters Score -777040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -777043.875000 Penalty: 4395.932129
	Iteration 64Q: 3 clusters Score -777043.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -777043.250000 Penalty: 4395.932129
	Iteration 65Q: 3 clusters Score -777043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -777043.250000 Penalty: 4395.932129
	Iteration 66F: 3 clusters Score -777043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Entering Unmasked Estep 
Score: -1233263.000000 Penalty: 2310.893311
	Iteration 0F: 2 clusters Score -1233263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1224783.000000 Penalty: 4621.786621
	Iteration 0F: 3 clusters Score -1224783 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1227366.500000 Penalty: 4621.786621
	Iteration 1F: 3 clusters Score -1227366 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1227764.375000 Penalty: 4621.786621
	Iteration 2F: 3 clusters Score -1227764 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1228083.875000 Penalty: 4621.786621
	Iteration 3F: 3 clusters Score -1228084 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1228406.250000 Penalty: 4621.786621
	Iteration 4F: 3 clusters Score -1228406 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1228765.750000 Penalty: 4621.786621
	Iteration 5F: 3 clusters Score -1228766 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1229148.750000 Penalty: 4621.786621
	Iteration 6F: 3 clusters Score -1229149 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1229589.625000 Penalty: 4621.786621
	Iteration 7F: 3 clusters Score -1229590 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1230062.625000 Penalty: 4621.786621
	Iteration 8F: 3 clusters Score -1230063 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1230489.875000 Penalty: 4621.786621
	Iteration 9Q: 3 clusters Score -1230490 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1230862.250000 Penalty: 4621.786621
	Iteration 10Q: 3 clusters Score -1230862 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1231127.750000 Penalty: 4621.786621
	Iteration 11Q: 3 clusters Score -1231128 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1231304.375000 Penalty: 4621.786621
	Iteration 12Q: 3 clusters Score -1231304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1231416.500000 Penalty: 4621.786621
	Iteration 13Q: 3 clusters Score -1231416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1231496.125000 Penalty: 4621.786621
	Iteration 14Q: 3 clusters Score -1231496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1231544.250000 Penalty: 4621.786621
	Iteration 15Q: 3 clusters Score -1231544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1231573.250000 Penalty: 4621.786621
	Iteration 16Q: 3 clusters Score -1231573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1231594.000000 Penalty: 4621.786621
	Iteration 17Q: 3 clusters Score -1231594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1231606.750000 Penalty: 4621.786621
	Iteration 18Q: 3 clusters Score -1231607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1231617.875000 Penalty: 4621.786621
	Iteration 19Q: 3 clusters Score -1231618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1231629.750000 Penalty: 4621.786621
	Iteration 20F: 3 clusters Score -1231630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1231640.000000 Penalty: 4621.786621
	Iteration 21Q: 3 clusters Score -1231640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1231643.875000 Penalty: 4621.786621
	Iteration 22Q: 3 clusters Score -1231644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1231645.375000 Penalty: 4621.786621
	Iteration 23Q: 3 clusters Score -1231645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1231647.375000 Penalty: 4621.786621
	Iteration 24Q: 3 clusters Score -1231647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1231654.625000 Penalty: 4621.786621
	Iteration 25Q: 3 clusters Score -1231655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1231655.250000 Penalty: 4621.786621
	Iteration 26Q: 3 clusters Score -1231655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1231657.625000 Penalty: 4621.786621
	Iteration 27Q: 3 clusters Score -1231658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1231656.125000 Penalty: 4621.786621
	Iteration 28Q: 3 clusters Score -1231656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1231658.000000 Penalty: 4621.786621
	Iteration 29Q: 3 clusters Score -1231658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1231658.000000 Penalty: 4621.786621
	Iteration 30F: 3 clusters Score -1231658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (79067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Entering Unmasked Estep 
Score: -9010728.000000 Penalty: 2796.956543
	Iteration 0F: 2 clusters Score -9010728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -8957858.000000 Penalty: 5593.913086
	Iteration 0F: 3 clusters Score -8957858 nChanged 37172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -8978699.000000 Penalty: 5593.913086
	Iteration 1F: 3 clusters Score -8978699 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -8979614.000000 Penalty: 5593.913086
	Iteration 2Q: 3 clusters Score -8979614 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8980659.000000 Penalty: 5593.913086
	Iteration 3Q: 3 clusters Score -8980659 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8982171.000000 Penalty: 5593.913086
	Iteration 4Q: 3 clusters Score -8982171 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -8984418.000000 Penalty: 5593.913086
	Iteration 5Q: 3 clusters Score -8984418 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 54360 members 
Entering Unmasked Estep 
Score: -8987625.000000 Penalty: 5593.913086
	Iteration 6F: 3 clusters Score -8987625 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
Score: -8991783.000000 Penalty: 5593.913086
	Iteration 7F: 3 clusters Score -8991783 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -8996555.000000 Penalty: 5593.913086
	Iteration 8F: 3 clusters Score -8996555 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 70004 members 
Entering Unmasked Estep 
Score: -9001065.000000 Penalty: 5593.913086
	Iteration 9F: 3 clusters Score -9001065 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -9004397.000000 Penalty: 5593.913086
	Iteration 10Q: 3 clusters Score -9004397 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -9006356.000000 Penalty: 5593.913086
	Iteration 11Q: 3 clusters Score -9006356 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -9007302.000000 Penalty: 5593.913086
	Iteration 12Q: 3 clusters Score -9007302 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -9007756.000000 Penalty: 5593.913086
	Iteration 13Q: 3 clusters Score -9007756 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -9007956.000000 Penalty: 5593.913086
	Iteration 14Q: 3 clusters Score -9007956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -9008075.000000 Penalty: 5593.913086
	Iteration 15Q: 3 clusters Score -9008075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 78238 members 
Entering Unmasked Estep 
Score: -9008179.000000 Penalty: 5593.913086
	Iteration 16Q: 3 clusters Score -9008179 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 78302 members 
Entering Unmasked Estep 
Score: -9008212.000000 Penalty: 5593.913086
	Iteration 17Q: 3 clusters Score -9008212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -9008240.000000 Penalty: 5593.913086
	Iteration 18Q: 3 clusters Score -9008240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -9008267.000000 Penalty: 5593.913086
	Iteration 19Q: 3 clusters Score -9008267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -9008291.000000 Penalty: 5593.913086
	Iteration 20F: 3 clusters Score -9008291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -9008306.000000 Penalty: 5593.913086
	Iteration 21Q: 3 clusters Score -9008306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -9008308.000000 Penalty: 5593.913086
	Iteration 22Q: 3 clusters Score -9008308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -9008331.000000 Penalty: 5593.913086
	Iteration 23Q: 3 clusters Score -9008331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -9008333.000000 Penalty: 5593.913086
	Iteration 24Q: 3 clusters Score -9008333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -9008334.000000 Penalty: 5593.913086
	Iteration 25Q: 3 clusters Score -9008334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 78452 members 
Entering Unmasked Estep 
Score: -9008342.000000 Penalty: 5593.913086
	Iteration 26Q: 3 clusters Score -9008342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -9008347.000000 Penalty: 5593.913086
	Iteration 27Q: 3 clusters Score -9008347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -9008357.000000 Penalty: 5593.913086
	Iteration 28Q: 3 clusters Score -9008357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -9008373.000000 Penalty: 5593.913086
	Iteration 29Q: 3 clusters Score -9008373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -9008391.000000 Penalty: 5593.913086
	Iteration 30Q: 3 clusters Score -9008391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -9008385.000000 Penalty: 5593.913086
	Iteration 31Q: 3 clusters Score -9008385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -9008405.000000 Penalty: 5593.913086
	Iteration 32Q: 3 clusters Score -9008405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -9008410.000000 Penalty: 5593.913086
	Iteration 33Q: 3 clusters Score -9008410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -9008410.000000 Penalty: 5593.913086
	Iteration 34Q: 3 clusters Score -9008410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -9008415.000000 Penalty: 5593.913086
	Iteration 35Q: 3 clusters Score -9008415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -9008412.000000 Penalty: 5593.913086
	Iteration 36Q: 3 clusters Score -9008412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 78504 members 
Entering Unmasked Estep 
Score: -9008414.000000 Penalty: 5593.913086
	Iteration 37Q: 3 clusters Score -9008414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -9008417.000000 Penalty: 5593.913086
	Iteration 38Q: 3 clusters Score -9008417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -9008417.000000 Penalty: 5593.913086
	Iteration 39Q: 3 clusters Score -9008417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -9008421.000000 Penalty: 5593.913086
	Iteration 40F: 3 clusters Score -9008421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -9008427.000000 Penalty: 5593.913086
	Iteration 41Q: 3 clusters Score -9008427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -9008427.000000 Penalty: 5593.913086
	Iteration 42Q: 3 clusters Score -9008427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -9008424.000000 Penalty: 5593.913086
	Iteration 43Q: 3 clusters Score -9008424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -9008424.000000 Penalty: 5593.913086
	Iteration 44F: 3 clusters Score -9008424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Entering Unmasked Estep 
Score: -1665356.500000 Penalty: 2367.574219
	Iteration 0F: 2 clusters Score -1665356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1655088.500000 Penalty: 4735.148438
	Iteration 0F: 3 clusters Score -1655088 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1658179.250000 Penalty: 4735.148438
	Iteration 1F: 3 clusters Score -1658179 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1658521.875000 Penalty: 4735.148438
	Iteration 2F: 3 clusters Score -1658522 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1658790.125000 Penalty: 4735.148438
	Iteration 3Q: 3 clusters Score -1658790 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1659005.500000 Penalty: 4735.148438
	Iteration 4Q: 3 clusters Score -1659006 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1659183.875000 Penalty: 4735.148438
	Iteration 5Q: 3 clusters Score -1659184 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1659343.500000 Penalty: 4735.148438
	Iteration 6Q: 3 clusters Score -1659344 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1659516.625000 Penalty: 4735.148438
	Iteration 7Q: 3 clusters Score -1659517 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1659709.750000 Penalty: 4735.148438
	Iteration 8Q: 3 clusters Score -1659710 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1659939.875000 Penalty: 4735.148438
	Iteration 9Q: 3 clusters Score -1659940 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1660247.375000 Penalty: 4735.148438
	Iteration 10Q: 3 clusters Score -1660247 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1660667.750000 Penalty: 4735.148438
	Iteration 11Q: 3 clusters Score -1660668 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1661197.000000 Penalty: 4735.148438
	Iteration 12Q: 3 clusters Score -1661197 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1661768.875000 Penalty: 4735.148438
	Iteration 13Q: 3 clusters Score -1661769 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1662261.625000 Penalty: 4735.148438
	Iteration 14Q: 3 clusters Score -1662262 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1662641.000000 Penalty: 4735.148438
	Iteration 15Q: 3 clusters Score -1662641 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1662879.000000 Penalty: 4735.148438
	Iteration 16Q: 3 clusters Score -1662879 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1663015.125000 Penalty: 4735.148438
	Iteration 17Q: 3 clusters Score -1663015 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1663121.125000 Penalty: 4735.148438
	Iteration 18Q: 3 clusters Score -1663121 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1663197.875000 Penalty: 4735.148438
	Iteration 19Q: 3 clusters Score -1663198 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1663248.125000 Penalty: 4735.148438
	Iteration 20F: 3 clusters Score -1663248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1663301.000000 Penalty: 4735.148438
	Iteration 21Q: 3 clusters Score -1663301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1663348.000000 Penalty: 4735.148438
	Iteration 22Q: 3 clusters Score -1663348 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1663378.625000 Penalty: 4735.148438
	Iteration 23Q: 3 clusters Score -1663379 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1663416.875000 Penalty: 4735.148438
	Iteration 24Q: 3 clusters Score -1663417 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1663452.750000 Penalty: 4735.148438
	Iteration 25Q: 3 clusters Score -1663453 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1663476.625000 Penalty: 4735.148438
	Iteration 26Q: 3 clusters Score -1663477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1663510.500000 Penalty: 4735.148438
	Iteration 27Q: 3 clusters Score -1663510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1663527.250000 Penalty: 4735.148438
	Iteration 28Q: 3 clusters Score -1663527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1663555.250000 Penalty: 4735.148438
	Iteration 29Q: 3 clusters Score -1663555 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1663586.625000 Penalty: 4735.148438
	Iteration 30Q: 3 clusters Score -1663587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1663617.375000 Penalty: 4735.148438
	Iteration 31Q: 3 clusters Score -1663617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1663637.500000 Penalty: 4735.148438
	Iteration 32Q: 3 clusters Score -1663638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1663654.750000 Penalty: 4735.148438
	Iteration 33Q: 3 clusters Score -1663655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1663678.750000 Penalty: 4735.148438
	Iteration 34Q: 3 clusters Score -1663679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1663690.875000 Penalty: 4735.148438
	Iteration 35Q: 3 clusters Score -1663691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1663702.500000 Penalty: 4735.148438
	Iteration 36Q: 3 clusters Score -1663702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1663710.500000 Penalty: 4735.148438
	Iteration 37Q: 3 clusters Score -1663710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1663715.125000 Penalty: 4735.148438
	Iteration 38Q: 3 clusters Score -1663715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1663721.875000 Penalty: 4735.148438
	Iteration 39Q: 3 clusters Score -1663722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1663722.000000 Penalty: 4735.148438
	Iteration 40F: 3 clusters Score -1663722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1663725.125000 Penalty: 4735.148438
	Iteration 41Q: 3 clusters Score -1663725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1663724.250000 Penalty: 4735.148438
	Iteration 42Q: 3 clusters Score -1663724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1663725.625000 Penalty: 4735.148438
	Iteration 43Q: 3 clusters Score -1663726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1663733.250000 Penalty: 4735.148438
	Iteration 44Q: 3 clusters Score -1663733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1663734.750000 Penalty: 4735.148438
	Iteration 45Q: 3 clusters Score -1663735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1663730.125000 Penalty: 4735.148438
	Iteration 46Q: 3 clusters Score -1663730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1663731.625000 Penalty: 4735.148438
	Iteration 47Q: 3 clusters Score -1663732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1663733.000000 Penalty: 4735.148438
	Iteration 48Q: 3 clusters Score -1663733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1663735.250000 Penalty: 4735.148438
	Iteration 49Q: 3 clusters Score -1663735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1663734.750000 Penalty: 4735.148438
	Iteration 50Q: 3 clusters Score -1663735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1663734.750000 Penalty: 4735.148438
	Iteration 51F: 3 clusters Score -1663735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Entering Unmasked Estep 
Score: -1001335.562500 Penalty: 2260.366211
	Iteration 0F: 2 clusters Score -1001336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -994266.375000 Penalty: 4520.732422
	Iteration 0F: 3 clusters Score -994266.4 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -996389.062500 Penalty: 4520.732422
	Iteration 1F: 3 clusters Score -996389.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -996792.875000 Penalty: 4520.732422
	Iteration 2F: 3 clusters Score -996792.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -997286.562500 Penalty: 4520.732422
	Iteration 3F: 3 clusters Score -997286.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -997878.062500 Penalty: 4520.732422
	Iteration 4F: 3 clusters Score -997878.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -998468.187500 Penalty: 4520.732422
	Iteration 5F: 3 clusters Score -998468.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -998940.687500 Penalty: 4520.732422
	Iteration 6F: 3 clusters Score -998940.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -999296.750000 Penalty: 4520.732422
	Iteration 7F: 3 clusters Score -999296.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -999533.062500 Penalty: 4520.732422
	Iteration 8Q: 3 clusters Score -999533.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -999692.625000 Penalty: 4520.732422
	Iteration 9Q: 3 clusters Score -999692.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -999819.625000 Penalty: 4520.732422
	Iteration 10Q: 3 clusters Score -999819.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -999899.500000 Penalty: 4520.732422
	Iteration 11Q: 3 clusters Score -999899.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -999989.000000 Penalty: 4520.732422
	Iteration 12Q: 3 clusters Score -999989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1000064.375000 Penalty: 4520.732422
	Iteration 13Q: 3 clusters Score -1000064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1000120.000000 Penalty: 4520.732422
	Iteration 14Q: 3 clusters Score -1000120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1000156.750000 Penalty: 4520.732422
	Iteration 15Q: 3 clusters Score -1000157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1000185.875000 Penalty: 4520.732422
	Iteration 16Q: 3 clusters Score -1000186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1000212.000000 Penalty: 4520.732422
	Iteration 17Q: 3 clusters Score -1000212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1000233.875000 Penalty: 4520.732422
	Iteration 18Q: 3 clusters Score -1000234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1000248.937500 Penalty: 4520.732422
	Iteration 19Q: 3 clusters Score -1000249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1000263.687500 Penalty: 4520.732422
	Iteration 20F: 3 clusters Score -1000264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1000278.187500 Penalty: 4520.732422
	Iteration 21Q: 3 clusters Score -1000278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1000285.937500 Penalty: 4520.732422
	Iteration 22Q: 3 clusters Score -1000286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1000289.062500 Penalty: 4520.732422
	Iteration 23Q: 3 clusters Score -1000289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1000295.625000 Penalty: 4520.732422
	Iteration 24Q: 3 clusters Score -1000296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1000296.687500 Penalty: 4520.732422
	Iteration 25Q: 3 clusters Score -1000297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1000298.500000 Penalty: 4520.732422
	Iteration 26Q: 3 clusters Score -1000298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1000304.812500 Penalty: 4520.732422
	Iteration 27Q: 3 clusters Score -1000305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1000303.125000 Penalty: 4520.732422
	Iteration 28Q: 3 clusters Score -1000303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1000305.687500 Penalty: 4520.732422
	Iteration 29Q: 3 clusters Score -1000306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1000308.375000 Penalty: 4520.732422
	Iteration 30Q: 3 clusters Score -1000308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1000309.375000 Penalty: 4520.732422
	Iteration 31Q: 3 clusters Score -1000309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1000313.750000 Penalty: 4520.732422
	Iteration 32Q: 3 clusters Score -1000314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1000315.812500 Penalty: 4520.732422
	Iteration 33Q: 3 clusters Score -1000316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1000317.250000 Penalty: 4520.732422
	Iteration 34Q: 3 clusters Score -1000317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1000318.125000 Penalty: 4520.732422
	Iteration 35Q: 3 clusters Score -1000318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1000318.125000 Penalty: 4520.732422
	Iteration 36F: 3 clusters Score -1000318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -823252.687500 Penalty: 2224.414795
	Iteration 0F: 2 clusters Score -823252.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -816936.687500 Penalty: 4448.829590
	Iteration 0F: 3 clusters Score -816936.7 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -818791.875000 Penalty: 4448.829590
	Iteration 1F: 3 clusters Score -818791.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -819245.937500 Penalty: 4448.829590
	Iteration 2F: 3 clusters Score -819245.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -819682.687500 Penalty: 4448.829590
	Iteration 3F: 3 clusters Score -819682.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -820223.687500 Penalty: 4448.829590
	Iteration 4F: 3 clusters Score -820223.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -820686.500000 Penalty: 4448.829590
	Iteration 5F: 3 clusters Score -820686.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -821018.500000 Penalty: 4448.829590
	Iteration 6F: 3 clusters Score -821018.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -821235.187500 Penalty: 4448.829590
	Iteration 7Q: 3 clusters Score -821235.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -821408.625000 Penalty: 4448.829590
	Iteration 8Q: 3 clusters Score -821408.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -821550.375000 Penalty: 4448.829590
	Iteration 9Q: 3 clusters Score -821550.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -821664.687500 Penalty: 4448.829590
	Iteration 10Q: 3 clusters Score -821664.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -821774.437500 Penalty: 4448.829590
	Iteration 11Q: 3 clusters Score -821774.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -821878.500000 Penalty: 4448.829590
	Iteration 12Q: 3 clusters Score -821878.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -821962.750000 Penalty: 4448.829590
	Iteration 13Q: 3 clusters Score -821962.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -822040.625000 Penalty: 4448.829590
	Iteration 14Q: 3 clusters Score -822040.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -822122.625000 Penalty: 4448.829590
	Iteration 15Q: 3 clusters Score -822122.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -822206.250000 Penalty: 4448.829590
	Iteration 16Q: 3 clusters Score -822206.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -822281.250000 Penalty: 4448.829590
	Iteration 17Q: 3 clusters Score -822281.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -822331.000000 Penalty: 4448.829590
	Iteration 18Q: 3 clusters Score -822331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -822366.250000 Penalty: 4448.829590
	Iteration 19Q: 3 clusters Score -822366.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -822401.187500 Penalty: 4448.829590
	Iteration 20F: 3 clusters Score -822401.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -822438.750000 Penalty: 4448.829590
	Iteration 21Q: 3 clusters Score -822438.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -822482.437500 Penalty: 4448.829590
	Iteration 22Q: 3 clusters Score -822482.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -822516.437500 Penalty: 4448.829590
	Iteration 23Q: 3 clusters Score -822516.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -822564.500000 Penalty: 4448.829590
	Iteration 24Q: 3 clusters Score -822564.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -822594.750000 Penalty: 4448.829590
	Iteration 25Q: 3 clusters Score -822594.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -822612.937500 Penalty: 4448.829590
	Iteration 26Q: 3 clusters Score -822612.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -822628.000000 Penalty: 4448.829590
	Iteration 27Q: 3 clusters Score -822628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -822636.062500 Penalty: 4448.829590
	Iteration 28Q: 3 clusters Score -822636.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -822642.375000 Penalty: 4448.829590
	Iteration 29Q: 3 clusters Score -822642.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -822646.125000 Penalty: 4448.829590
	Iteration 30Q: 3 clusters Score -822646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -822649.750000 Penalty: 4448.829590
	Iteration 31Q: 3 clusters Score -822649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -822652.625000 Penalty: 4448.829590
	Iteration 32Q: 3 clusters Score -822652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -822657.000000 Penalty: 4448.829590
	Iteration 33Q: 3 clusters Score -822657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -822654.562500 Penalty: 4448.829590
	Iteration 34Q: 3 clusters Score -822654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -822657.812500 Penalty: 4448.829590
	Iteration 35Q: 3 clusters Score -822657.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -822658.125000 Penalty: 4448.829590
	Iteration 36Q: 3 clusters Score -822658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -822660.562500 Penalty: 4448.829590
	Iteration 37Q: 3 clusters Score -822660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -822662.000000 Penalty: 4448.829590
	Iteration 38Q: 3 clusters Score -822662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -822664.875000 Penalty: 4448.829590
	Iteration 39Q: 3 clusters Score -822664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -822665.875000 Penalty: 4448.829590
	Iteration 40F: 3 clusters Score -822665.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -822667.187500 Penalty: 4448.829590
	Iteration 41Q: 3 clusters Score -822667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -822667.500000 Penalty: 4448.829590
	Iteration 42Q: 3 clusters Score -822667.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -822669.125000 Penalty: 4448.829590
	Iteration 43Q: 3 clusters Score -822669.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -822670.562500 Penalty: 4448.829590
	Iteration 44Q: 3 clusters Score -822670.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -822673.875000 Penalty: 4448.829590
	Iteration 45Q: 3 clusters Score -822673.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -822679.500000 Penalty: 4448.829590
	Iteration 46Q: 3 clusters Score -822679.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -822682.125000 Penalty: 4448.829590
	Iteration 47Q: 3 clusters Score -822682.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -822687.937500 Penalty: 4448.829590
	Iteration 48Q: 3 clusters Score -822687.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -822699.625000 Penalty: 4448.829590
	Iteration 49Q: 3 clusters Score -822699.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -822703.875000 Penalty: 4448.829590
	Iteration 50Q: 3 clusters Score -822703.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -822707.062500 Penalty: 4448.829590
	Iteration 51Q: 3 clusters Score -822707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -822708.250000 Penalty: 4448.829590
	Iteration 52Q: 3 clusters Score -822708.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -822709.875000 Penalty: 4448.829590
	Iteration 53Q: 3 clusters Score -822709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -822715.250000 Penalty: 4448.829590
	Iteration 54Q: 3 clusters Score -822715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -822724.000000 Penalty: 4448.829590
	Iteration 55Q: 3 clusters Score -822724 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -822733.812500 Penalty: 4448.829590
	Iteration 56Q: 3 clusters Score -822733.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -822754.500000 Penalty: 4448.829590
	Iteration 57Q: 3 clusters Score -822754.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -822777.312500 Penalty: 4448.829590
	Iteration 58Q: 3 clusters Score -822777.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -822800.812500 Penalty: 4448.829590
	Iteration 59Q: 3 clusters Score -822800.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -822825.625000 Penalty: 4448.829590
	Iteration 60F: 3 clusters Score -822825.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -822837.187500 Penalty: 4448.829590
	Iteration 61Q: 3 clusters Score -822837.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -822854.312500 Penalty: 4448.829590
	Iteration 62Q: 3 clusters Score -822854.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -822865.062500 Penalty: 4448.829590
	Iteration 63Q: 3 clusters Score -822865.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -822880.000000 Penalty: 4448.829590
	Iteration 64Q: 3 clusters Score -822880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -822893.000000 Penalty: 4448.829590
	Iteration 65Q: 3 clusters Score -822893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -822908.000000 Penalty: 4448.829590
	Iteration 66Q: 3 clusters Score -822908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -822912.187500 Penalty: 4448.829590
	Iteration 67Q: 3 clusters Score -822912.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -822917.250000 Penalty: 4448.829590
	Iteration 68Q: 3 clusters Score -822917.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -822924.250000 Penalty: 4448.829590
	Iteration 69Q: 3 clusters Score -822924.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -822932.500000 Penalty: 4448.829590
	Iteration 70Q: 3 clusters Score -822932.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -822934.625000 Penalty: 4448.829590
	Iteration 71Q: 3 clusters Score -822934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -822938.937500 Penalty: 4448.829590
	Iteration 72Q: 3 clusters Score -822938.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -822940.750000 Penalty: 4448.829590
	Iteration 73Q: 3 clusters Score -822940.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -822944.000000 Penalty: 4448.829590
	Iteration 74Q: 3 clusters Score -822944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -822942.500000 Penalty: 4448.829590
	Iteration 75Q: 3 clusters Score -822942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -822946.250000 Penalty: 4448.829590
	Iteration 76Q: 3 clusters Score -822946.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -822947.687500 Penalty: 4448.829590
	Iteration 77Q: 3 clusters Score -822947.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -822951.375000 Penalty: 4448.829590
	Iteration 78Q: 3 clusters Score -822951.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -822949.125000 Penalty: 4448.829590
	Iteration 79Q: 3 clusters Score -822949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -822950.125000 Penalty: 4448.829590
	Iteration 80F: 3 clusters Score -822950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -822950.937500 Penalty: 4448.829590
	Iteration 81Q: 3 clusters Score -822950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -822951.687500 Penalty: 4448.829590
	Iteration 82Q: 3 clusters Score -822951.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -822950.500000 Penalty: 4448.829590
	Iteration 83Q: 3 clusters Score -822950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -822952.500000 Penalty: 4448.829590
	Iteration 84Q: 3 clusters Score -822952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -822952.625000 Penalty: 4448.829590
	Iteration 85Q: 3 clusters Score -822952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -822952.625000 Penalty: 4448.829590
	Iteration 86F: 3 clusters Score -822952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (174820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174820 members 
Entering Unmasked Estep 
Score: -20629462.000000 Penalty: 2993.735107
	Iteration 0F: 2 clusters Score -2.062946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -20515910.000000 Penalty: 5987.470215
	Iteration 0F: 3 clusters Score -2.051591e+07 nChanged 83985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86884 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -20564616.000000 Penalty: 5987.470215
	Iteration 1F: 3 clusters Score -2.056462e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -20565658.000000 Penalty: 5987.470215
	Iteration 2Q: 3 clusters Score -2.056566e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -20566700.000000 Penalty: 5987.470215
	Iteration 3Q: 3 clusters Score -2.05667e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 90723 members 
Entering Unmasked Estep 
Score: -20568286.000000 Penalty: 5987.470215
	Iteration 4Q: 3 clusters Score -2.056829e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 92613 members 
Entering Unmasked Estep 
Score: -20570154.000000 Penalty: 5987.470215
	Iteration 5Q: 3 clusters Score -2.057015e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -20572878.000000 Penalty: 5987.470215
	Iteration 6Q: 3 clusters Score -2.057288e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 98320 members 
Entering Unmasked Estep 
Score: -20576276.000000 Penalty: 5987.470215
	Iteration 7Q: 3 clusters Score -2.057628e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -20580456.000000 Penalty: 5987.470215
	Iteration 8Q: 3 clusters Score -2.058046e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -20585766.000000 Penalty: 5987.470215
	Iteration 9F: 3 clusters Score -2.058577e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 111584 members 
Entering Unmasked Estep 
Score: -20591654.000000 Penalty: 5987.470215
	Iteration 10F: 3 clusters Score -2.059165e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 115742 members 
Entering Unmasked Estep 
Score: -20598716.000000 Penalty: 5987.470215
	Iteration 11F: 3 clusters Score -2.059872e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -20605106.000000 Penalty: 5987.470215
	Iteration 12F: 3 clusters Score -2.060511e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 120593 members 
Entering Unmasked Estep 
Score: -20609288.000000 Penalty: 5987.470215
	Iteration 13Q: 3 clusters Score -2.060929e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -20611718.000000 Penalty: 5987.470215
	Iteration 14Q: 3 clusters Score -2.061172e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 123593 members 
Entering Unmasked Estep 
Score: -20613440.000000 Penalty: 5987.470215
	Iteration 15Q: 3 clusters Score -2.061344e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 125049 members 
Entering Unmasked Estep 
Score: -20614704.000000 Penalty: 5987.470215
	Iteration 16Q: 3 clusters Score -2.06147e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 126344 members 
Entering Unmasked Estep 
Score: -20615908.000000 Penalty: 5987.470215
	Iteration 17Q: 3 clusters Score -2.061591e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 127596 members 
Entering Unmasked Estep 
Score: -20616978.000000 Penalty: 5987.470215
	Iteration 18Q: 3 clusters Score -2.061698e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 128799 members 
Entering Unmasked Estep 
Score: -20618052.000000 Penalty: 5987.470215
	Iteration 19Q: 3 clusters Score -2.061805e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 129898 members 
Entering Unmasked Estep 
Score: -20618894.000000 Penalty: 5987.470215
	Iteration 20F: 3 clusters Score -2.061889e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 130849 members 
Entering Unmasked Estep 
Score: -20619612.000000 Penalty: 5987.470215
	Iteration 21Q: 3 clusters Score -2.061961e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 131839 members 
Entering Unmasked Estep 
Score: -20620376.000000 Penalty: 5987.470215
	Iteration 22Q: 3 clusters Score -2.062038e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 132795 members 
Entering Unmasked Estep 
Score: -20621014.000000 Penalty: 5987.470215
	Iteration 23Q: 3 clusters Score -2.062101e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 133697 members 
Entering Unmasked Estep 
Score: -20621440.000000 Penalty: 5987.470215
	Iteration 24Q: 3 clusters Score -2.062144e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 134574 members 
Entering Unmasked Estep 
Score: -20621904.000000 Penalty: 5987.470215
	Iteration 25Q: 3 clusters Score -2.06219e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 135449 members 
Entering Unmasked Estep 
Score: -20622160.000000 Penalty: 5987.470215
	Iteration 26Q: 3 clusters Score -2.062216e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 136281 members 
Entering Unmasked Estep 
Score: -20622450.000000 Penalty: 5987.470215
	Iteration 27Q: 3 clusters Score -2.062245e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 137158 members 
Entering Unmasked Estep 
Score: -20622646.000000 Penalty: 5987.470215
	Iteration 28Q: 3 clusters Score -2.062265e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 138011 members 
Entering Unmasked Estep 
Score: -20622850.000000 Penalty: 5987.470215
	Iteration 29Q: 3 clusters Score -2.062285e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 138894 members 
Entering Unmasked Estep 
Score: -20623060.000000 Penalty: 5987.470215
	Iteration 30Q: 3 clusters Score -2.062306e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 139774 members 
Entering Unmasked Estep 
Score: -20623278.000000 Penalty: 5987.470215
	Iteration 31Q: 3 clusters Score -2.062328e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 140632 members 
Entering Unmasked Estep 
Score: -20623446.000000 Penalty: 5987.470215
	Iteration 32Q: 3 clusters Score -2.062345e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -20623550.000000 Penalty: 5987.470215
	Iteration 33Q: 3 clusters Score -2.062355e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 142433 members 
Entering Unmasked Estep 
Score: -20623688.000000 Penalty: 5987.470215
	Iteration 34Q: 3 clusters Score -2.062369e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 143366 members 
Entering Unmasked Estep 
Score: -20623868.000000 Penalty: 5987.470215
	Iteration 35Q: 3 clusters Score -2.062387e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -20624052.000000 Penalty: 5987.470215
	Iteration 36Q: 3 clusters Score -2.062405e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 145249 members 
Entering Unmasked Estep 
Score: -20624158.000000 Penalty: 5987.470215
	Iteration 37Q: 3 clusters Score -2.062416e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -20624336.000000 Penalty: 5987.470215
	Iteration 38Q: 3 clusters Score -2.062434e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 147207 members 
Entering Unmasked Estep 
Score: -20624454.000000 Penalty: 5987.470215
	Iteration 39Q: 3 clusters Score -2.062445e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -20624594.000000 Penalty: 5987.470215
	Iteration 40F: 3 clusters Score -2.062459e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 149353 members 
Entering Unmasked Estep 
Score: -20624704.000000 Penalty: 5987.470215
	Iteration 41Q: 3 clusters Score -2.06247e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 150440 members 
Entering Unmasked Estep 
Score: -20624834.000000 Penalty: 5987.470215
	Iteration 42Q: 3 clusters Score -2.062483e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 151536 members 
Entering Unmasked Estep 
Score: -20625062.000000 Penalty: 5987.470215
	Iteration 43Q: 3 clusters Score -2.062506e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -20625184.000000 Penalty: 5987.470215
	Iteration 44Q: 3 clusters Score -2.062518e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -20625338.000000 Penalty: 5987.470215
	Iteration 45Q: 3 clusters Score -2.062534e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 154997 members 
Entering Unmasked Estep 
Score: -20625676.000000 Penalty: 5987.470215
	Iteration 46Q: 3 clusters Score -2.062568e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -20625930.000000 Penalty: 5987.470215
	Iteration 47Q: 3 clusters Score -2.062593e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 157275 members 
Entering Unmasked Estep 
Score: -20626134.000000 Penalty: 5987.470215
	Iteration 48Q: 3 clusters Score -2.062613e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -20626436.000000 Penalty: 5987.470215
	Iteration 49Q: 3 clusters Score -2.062644e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 159495 members 
Entering Unmasked Estep 
Score: -20626594.000000 Penalty: 5987.470215
	Iteration 50Q: 3 clusters Score -2.062659e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 160571 members 
Entering Unmasked Estep 
Score: -20626824.000000 Penalty: 5987.470215
	Iteration 51Q: 3 clusters Score -2.062682e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 161627 members 
Entering Unmasked Estep 
Score: -20626872.000000 Penalty: 5987.470215
	Iteration 52Q: 3 clusters Score -2.062687e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 162613 members 
Entering Unmasked Estep 
Score: -20626848.000000 Penalty: 5987.470215
	Iteration 53Q: 3 clusters Score -2.062685e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -20626996.000000 Penalty: 5987.470215
	Iteration 54Q: 3 clusters Score -2.0627e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 164503 members 
Entering Unmasked Estep 
Score: -20627164.000000 Penalty: 5987.470215
	Iteration 55Q: 3 clusters Score -2.062716e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 165387 members 
Entering Unmasked Estep 
Score: -20627208.000000 Penalty: 5987.470215
	Iteration 56Q: 3 clusters Score -2.062721e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -20627308.000000 Penalty: 5987.470215
	Iteration 57Q: 3 clusters Score -2.062731e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 166966 members 
Entering Unmasked Estep 
Score: -20627420.000000 Penalty: 5987.470215
	Iteration 58Q: 3 clusters Score -2.062742e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 167657 members 
Entering Unmasked Estep 
Score: -20627434.000000 Penalty: 5987.470215
	Iteration 59Q: 3 clusters Score -2.062743e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 168278 members 
Entering Unmasked Estep 
Score: -20627612.000000 Penalty: 5987.470215
	Iteration 60F: 3 clusters Score -2.062761e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 168849 members 
Entering Unmasked Estep 
Score: -20627742.000000 Penalty: 5987.470215
	Iteration 61Q: 3 clusters Score -2.062774e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 169340 members 
Entering Unmasked Estep 
Score: -20627824.000000 Penalty: 5987.470215
	Iteration 62Q: 3 clusters Score -2.062782e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 169746 members 
Entering Unmasked Estep 
Score: -20627934.000000 Penalty: 5987.470215
	Iteration 63Q: 3 clusters Score -2.062793e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 170068 members 
Entering Unmasked Estep 
Score: -20627924.000000 Penalty: 5987.470215
	Iteration 64Q: 3 clusters Score -2.062792e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 170333 members 
Entering Unmasked Estep 
Score: -20627996.000000 Penalty: 5987.470215
	Iteration 65Q: 3 clusters Score -2.0628e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -20628002.000000 Penalty: 5987.470215
	Iteration 66Q: 3 clusters Score -2.0628e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 170748 members 
Entering Unmasked Estep 
Score: -20627986.000000 Penalty: 5987.470215
	Iteration 67Q: 3 clusters Score -2.062799e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 170907 members 
Entering Unmasked Estep 
Score: -20628038.000000 Penalty: 5987.470215
	Iteration 68Q: 3 clusters Score -2.062804e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 171032 members 
Entering Unmasked Estep 
Score: -20628048.000000 Penalty: 5987.470215
	Iteration 69Q: 3 clusters Score -2.062805e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 171138 members 
Entering Unmasked Estep 
Score: -20628066.000000 Penalty: 5987.470215
	Iteration 70Q: 3 clusters Score -2.062807e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 171232 members 
Entering Unmasked Estep 
Score: -20628086.000000 Penalty: 5987.470215
	Iteration 71Q: 3 clusters Score -2.062809e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 171317 members 
Entering Unmasked Estep 
Score: -20628090.000000 Penalty: 5987.470215
	Iteration 72Q: 3 clusters Score -2.062809e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 171392 members 
Entering Unmasked Estep 
Score: -20628102.000000 Penalty: 5987.470215
	Iteration 73Q: 3 clusters Score -2.06281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -20628134.000000 Penalty: 5987.470215
	Iteration 74Q: 3 clusters Score -2.062813e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 171522 members 
Entering Unmasked Estep 
Score: -20628164.000000 Penalty: 5987.470215
	Iteration 75Q: 3 clusters Score -2.062816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -20628160.000000 Penalty: 5987.470215
	Iteration 76Q: 3 clusters Score -2.062816e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -20628168.000000 Penalty: 5987.470215
	Iteration 77Q: 3 clusters Score -2.062817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -20628178.000000 Penalty: 5987.470215
	Iteration 78Q: 3 clusters Score -2.062818e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 171687 members 
Entering Unmasked Estep 
Score: -20628144.000000 Penalty: 5987.470215
	Iteration 79Q: 3 clusters Score -2.062814e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 171709 members 
Entering Unmasked Estep 
Score: -20628174.000000 Penalty: 5987.470215
	Iteration 80F: 3 clusters Score -2.062817e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 171728 members 
Entering Unmasked Estep 
Score: -20628180.000000 Penalty: 5987.470215
	Iteration 81Q: 3 clusters Score -2.062818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 171744 members 
Entering Unmasked Estep 
Score: -20628180.000000 Penalty: 5987.470215
	Iteration 82Q: 3 clusters Score -2.062818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 171772 members 
Entering Unmasked Estep 
Score: -20628166.000000 Penalty: 5987.470215
	Iteration 83Q: 3 clusters Score -2.062817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -20628144.000000 Penalty: 5987.470215
	Iteration 84Q: 3 clusters Score -2.062814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -20628138.000000 Penalty: 5987.470215
	Iteration 85Q: 3 clusters Score -2.062814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 171821 members 
Entering Unmasked Estep 
Score: -20628134.000000 Penalty: 5987.470215
	Iteration 86Q: 3 clusters Score -2.062813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 171832 members 
Entering Unmasked Estep 
Score: -20628136.000000 Penalty: 5987.470215
	Iteration 87Q: 3 clusters Score -2.062814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 171850 members 
Entering Unmasked Estep 
Score: -20628142.000000 Penalty: 5987.470215
	Iteration 88Q: 3 clusters Score -2.062814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -20628144.000000 Penalty: 5987.470215
	Iteration 89Q: 3 clusters Score -2.062814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -20628160.000000 Penalty: 5987.470215
	Iteration 90Q: 3 clusters Score -2.062816e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 171892 members 
Entering Unmasked Estep 
Score: -20628160.000000 Penalty: 5987.470215
	Iteration 91Q: 3 clusters Score -2.062816e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -20628144.000000 Penalty: 5987.470215
	Iteration 92Q: 3 clusters Score -2.062814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 171927 members 
Entering Unmasked Estep 
Score: -20628142.000000 Penalty: 5987.470215
	Iteration 93Q: 3 clusters Score -2.062814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 171942 members 
Entering Unmasked Estep 
Score: -20628164.000000 Penalty: 5987.470215
	Iteration 94Q: 3 clusters Score -2.062816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 171956 members 
Entering Unmasked Estep 
Score: -20628154.000000 Penalty: 5987.470215
	Iteration 95Q: 3 clusters Score -2.062815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 171968 members 
Entering Unmasked Estep 
Score: -20628170.000000 Penalty: 5987.470215
	Iteration 96Q: 3 clusters Score -2.062817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 171980 members 
Entering Unmasked Estep 
Score: -20628152.000000 Penalty: 5987.470215
	Iteration 97Q: 3 clusters Score -2.062815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 171986 members 
Entering Unmasked Estep 
Score: -20628154.000000 Penalty: 5987.470215
	Iteration 98Q: 3 clusters Score -2.062815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 171989 members 
Entering Unmasked Estep 
Score: -20628166.000000 Penalty: 5987.470215
	Iteration 99Q: 3 clusters Score -2.062817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -20628164.000000 Penalty: 5987.470215
	Iteration 100F: 3 clusters Score -2.062816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 172000 members 
Entering Unmasked Estep 
Score: -20628176.000000 Penalty: 5987.470215
	Iteration 101Q: 3 clusters Score -2.062818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 172009 members 
Entering Unmasked Estep 
Score: -20628170.000000 Penalty: 5987.470215
	Iteration 102Q: 3 clusters Score -2.062817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 172012 members 
Entering Unmasked Estep 
Score: -20628164.000000 Penalty: 5987.470215
	Iteration 103Q: 3 clusters Score -2.062816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 172014 members 
Entering Unmasked Estep 
Score: -20628162.000000 Penalty: 5987.470215
	Iteration 104Q: 3 clusters Score -2.062816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 172017 members 
Entering Unmasked Estep 
Score: -20628154.000000 Penalty: 5987.470215
	Iteration 105Q: 3 clusters Score -2.062815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 172021 members 
Entering Unmasked Estep 
Score: -20628162.000000 Penalty: 5987.470215
	Iteration 106Q: 3 clusters Score -2.062816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 172026 members 
Entering Unmasked Estep 
Score: -20628156.000000 Penalty: 5987.470215
	Iteration 107Q: 3 clusters Score -2.062816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 172027 members 
Entering Unmasked Estep 
Score: -20628140.000000 Penalty: 5987.470215
	Iteration 108Q: 3 clusters Score -2.062814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 172027 members 
Entering Unmasked Estep 
Score: -20628140.000000 Penalty: 5987.470215
	Iteration 109Q: 3 clusters Score -2.062814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 172029 members 
Entering Unmasked Estep 
Score: -20628138.000000 Penalty: 5987.470215
	Iteration 110Q: 3 clusters Score -2.062814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 172033 members 
Entering Unmasked Estep 
Score: -20628168.000000 Penalty: 5987.470215
	Iteration 111Q: 3 clusters Score -2.062817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 172038 members 
Entering Unmasked Estep 
Score: -20628174.000000 Penalty: 5987.470215
	Iteration 112Q: 3 clusters Score -2.062817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 172045 members 
Entering Unmasked Estep 
Score: -20628154.000000 Penalty: 5987.470215
	Iteration 113Q: 3 clusters Score -2.062815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -20628158.000000 Penalty: 5987.470215
	Iteration 114Q: 3 clusters Score -2.062816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -20628154.000000 Penalty: 5987.470215
	Iteration 115Q: 3 clusters Score -2.062815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -20628156.000000 Penalty: 5987.470215
	Iteration 116Q: 3 clusters Score -2.062816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -20628152.000000 Penalty: 5987.470215
	Iteration 117Q: 3 clusters Score -2.062815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 172056 members 
Entering Unmasked Estep 
Score: -20628156.000000 Penalty: 5987.470215
	Iteration 118Q: 3 clusters Score -2.062816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -20628158.000000 Penalty: 5987.470215
	Iteration 119Q: 3 clusters Score -2.062816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 172065 members 
Entering Unmasked Estep 
Score: -20628154.000000 Penalty: 5987.470215
	Iteration 120F: 3 clusters Score -2.062815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 172069 members 
Entering Unmasked Estep 
Score: -20628172.000000 Penalty: 5987.470215
	Iteration 121Q: 3 clusters Score -2.062817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 172072 members 
Entering Unmasked Estep 
Score: -20628170.000000 Penalty: 5987.470215
	Iteration 122Q: 3 clusters Score -2.062817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 172076 members 
Entering Unmasked Estep 
Score: -20628172.000000 Penalty: 5987.470215
	Iteration 123Q: 3 clusters Score -2.062817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -20628172.000000 Penalty: 5987.470215
	Iteration 124Q: 3 clusters Score -2.062817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -20628178.000000 Penalty: 5987.470215
	Iteration 125Q: 3 clusters Score -2.062818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 172081 members 
Entering Unmasked Estep 
Score: -20628166.000000 Penalty: 5987.470215
	Iteration 126Q: 3 clusters Score -2.062817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 172084 members 
Entering Unmasked Estep 
Score: -20628164.000000 Penalty: 5987.470215
	Iteration 127Q: 3 clusters Score -2.062816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 172089 members 
Entering Unmasked Estep 
Score: -20628174.000000 Penalty: 5987.470215
	Iteration 128Q: 3 clusters Score -2.062817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -20628174.000000 Penalty: 5987.470215
	Iteration 129Q: 3 clusters Score -2.062817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -20628166.000000 Penalty: 5987.470215
	Iteration 130Q: 3 clusters Score -2.062817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -20628162.000000 Penalty: 5987.470215
	Iteration 131Q: 3 clusters Score -2.062816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -20628160.000000 Penalty: 5987.470215
	Iteration 132Q: 3 clusters Score -2.062816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 172130 members 
Entering Unmasked Estep 
Score: -20628172.000000 Penalty: 5987.470215
	Iteration 133Q: 3 clusters Score -2.062817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 172138 members 
Entering Unmasked Estep 
Score: -20628170.000000 Penalty: 5987.470215
	Iteration 134Q: 3 clusters Score -2.062817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -20628176.000000 Penalty: 5987.470215
	Iteration 135Q: 3 clusters Score -2.062818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 172155 members 
Entering Unmasked Estep 
Score: -20628184.000000 Penalty: 5987.470215
	Iteration 136Q: 3 clusters Score -2.062818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 172163 members 
Entering Unmasked Estep 
Score: -20628174.000000 Penalty: 5987.470215
	Iteration 137Q: 3 clusters Score -2.062817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 172168 members 
Entering Unmasked Estep 
Score: -20628156.000000 Penalty: 5987.470215
	Iteration 138Q: 3 clusters Score -2.062816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 172172 members 
Entering Unmasked Estep 
Score: -20628160.000000 Penalty: 5987.470215
	Iteration 139Q: 3 clusters Score -2.062816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 172173 members 
Entering Unmasked Estep 
Score: -20628164.000000 Penalty: 5987.470215
	Iteration 140F: 3 clusters Score -2.062816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 172174 members 
Entering Unmasked Estep 
Score: -20628162.000000 Penalty: 5987.470215
	Iteration 141Q: 3 clusters Score -2.062816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 172175 members 
Entering Unmasked Estep 
Score: -20628160.000000 Penalty: 5987.470215
	Iteration 142Q: 3 clusters Score -2.062816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 172175 members 
Entering Unmasked Estep 
Score: -20628168.000000 Penalty: 5987.470215
	Iteration 143Q: 3 clusters Score -2.062817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
Score: -20628152.000000 Penalty: 5987.470215
	Iteration 144Q: 3 clusters Score -2.062815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 172176 members 
Entering Unmasked Estep 
Score: -20628152.000000 Penalty: 5987.470215
	Iteration 145F: 3 clusters Score -2.062815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 12367 members 
Mstep: Class 3 contains 51065 members 
Mstep: Class 4 contains 183600 members 
Mstep: Class 5 contains 187688 members 
Mstep: Class 6 contains 862 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 23998 members 
Mstep: Class 10 contains 27702 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 5273 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 81043 members 
Mstep: Class 15 contains 123840 members 
Mstep: Class 16 contains 199063 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 65026 members 
Mstep: Class 19 contains 13337 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 204531 members 
Mstep: Class 22 contains 212189 members 
Mstep: Class 23 contains 25218 members 
Mstep: Class 24 contains 471 members 
Mstep: Class 25 contains 36595 members 
Mstep: Class 26 contains 7064 members 
Mstep: Class 27 contains 11138 members 
Mstep: Class 28 contains 79067 members 
Mstep: Class 29 contains 13998 members 
Mstep: Class 30 contains 9085 members 
Mstep: Class 31 contains 7859 members 
Mstep: Class 32 contains 174820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225938112.000000 Penalty: 129591.984375
Iteration 79Q: 37 clusters Score -2.259381e+08 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 12253 members 
Mstep: Class 3 contains 51025 members 
Mstep: Class 4 contains 183615 members 
Mstep: Class 5 contains 187623 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 22515 members 
Mstep: Class 9 contains 23986 members 
Mstep: Class 10 contains 27884 members 
Mstep: Class 11 contains 43116 members 
Mstep: Class 12 contains 6050 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 81151 members 
Mstep: Class 15 contains 123951 members 
Mstep: Class 16 contains 199146 members 
Mstep: Class 17 contains 11514 members 
Mstep: Class 18 contains 65470 members 
Mstep: Class 19 contains 13411 members 
Mstep: Class 20 contains 7256 members 
Mstep: Class 21 contains 205096 members 
Mstep: Class 22 contains 211616 members 
Mstep: Class 23 contains 25275 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 36621 members 
Mstep: Class 26 contains 7080 members 
Mstep: Class 27 contains 11234 members 
Mstep: Class 28 contains 79499 members 
Mstep: Class 29 contains 14038 members 
Mstep: Class 30 contains 9089 members 
Mstep: Class 31 contains 7820 members 
Mstep: Class 32 contains 175183 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 9433 members 
Mstep: Class 35 contains 41477 members 
Mstep: Class 36 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939360.000000 Penalty: 129591.984375
Iteration 80F: 37 clusters Score -2.259394e+08 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 102281 members 
Mstep: Class 2 contains 12146 members 
Mstep: Class 3 contains 50845 members 
Mstep: Class 4 contains 183647 members 
Mstep: Class 5 contains 187573 members 
Mstep: Class 6 contains 842 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 22511 members 
Mstep: Class 9 contains 23967 members 
Mstep: Class 10 contains 27807 members 
Mstep: Class 11 contains 43070 members 
Mstep: Class 12 contains 6565 members 
Mstep: Class 13 contains 9187 members 
Mstep: Class 14 contains 81269 members 
Mstep: Class 15 contains 123908 members 
Mstep: Class 16 contains 199216 members 
Mstep: Class 17 contains 11596 members 
Mstep: Class 18 contains 65661 members 
Mstep: Class 19 contains 13433 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 205224 members 
Mstep: Class 22 contains 210991 members 
Mstep: Class 23 contains 25328 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 36634 members 
Mstep: Class 26 contains 7091 members 
Mstep: Class 27 contains 11221 members 
Mstep: Class 28 contains 79888 members 
Mstep: Class 29 contains 14060 members 
Mstep: Class 30 contains 9074 members 
Mstep: Class 31 contains 7670 members 
Mstep: Class 32 contains 175032 members 
Mstep: Class 33 contains 1292 members 
Mstep: Class 34 contains 9744 members 
Mstep: Class 35 contains 41501 members 
Mstep: Class 36 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225940640.000000 Penalty: 129591.984375
Iteration 81Q: 37 clusters Score -2.259406e+08 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 101563 members 
Mstep: Class 2 contains 12069 members 
Mstep: Class 3 contains 50674 members 
Mstep: Class 4 contains 183649 members 
Mstep: Class 5 contains 187522 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 23956 members 
Mstep: Class 10 contains 27718 members 
Mstep: Class 11 contains 43086 members 
Mstep: Class 12 contains 6992 members 
Mstep: Class 13 contains 9293 members 
Mstep: Class 14 contains 81421 members 
Mstep: Class 15 contains 123880 members 
Mstep: Class 16 contains 199264 members 
Mstep: Class 17 contains 11712 members 
Mstep: Class 18 contains 65871 members 
Mstep: Class 19 contains 13434 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 205358 members 
Mstep: Class 22 contains 210430 members 
Mstep: Class 23 contains 25392 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 36645 members 
Mstep: Class 26 contains 7101 members 
Mstep: Class 27 contains 11230 members 
Mstep: Class 28 contains 80306 members 
Mstep: Class 29 contains 14078 members 
Mstep: Class 30 contains 9064 members 
Mstep: Class 31 contains 7531 members 
Mstep: Class 32 contains 174962 members 
Mstep: Class 33 contains 1315 members 
Mstep: Class 34 contains 9976 members 
Mstep: Class 35 contains 41416 members 
Mstep: Class 36 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941360.000000 Penalty: 129591.984375
Iteration 82Q: 37 clusters Score -2.259414e+08 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 50504 members 
Mstep: Class 4 contains 183646 members 
Mstep: Class 5 contains 187464 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 22515 members 
Mstep: Class 9 contains 23960 members 
Mstep: Class 10 contains 27629 members 
Mstep: Class 11 contains 43116 members 
Mstep: Class 12 contains 7377 members 
Mstep: Class 13 contains 9397 members 
Mstep: Class 14 contains 81591 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 199324 members 
Mstep: Class 17 contains 11808 members 
Mstep: Class 18 contains 66068 members 
Mstep: Class 19 contains 13434 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 205477 members 
Mstep: Class 22 contains 209945 members 
Mstep: Class 23 contains 25437 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36637 members 
Mstep: Class 26 contains 7106 members 
Mstep: Class 27 contains 11236 members 
Mstep: Class 28 contains 80707 members 
Mstep: Class 29 contains 14098 members 
Mstep: Class 30 contains 9057 members 
Mstep: Class 31 contains 7462 members 
Mstep: Class 32 contains 174880 members 
Mstep: Class 33 contains 1321 members 
Mstep: Class 34 contains 10179 members 
Mstep: Class 35 contains 41306 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942256.000000 Penalty: 129591.984375
Iteration 83Q: 37 clusters Score -2.259423e+08 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 50355 members 
Mstep: Class 4 contains 183659 members 
Mstep: Class 5 contains 187408 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 22525 members 
Mstep: Class 9 contains 23952 members 
Mstep: Class 10 contains 27548 members 
Mstep: Class 11 contains 43149 members 
Mstep: Class 12 contains 7671 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 81804 members 
Mstep: Class 15 contains 123804 members 
Mstep: Class 16 contains 199382 members 
Mstep: Class 17 contains 11879 members 
Mstep: Class 18 contains 66266 members 
Mstep: Class 19 contains 13425 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 205580 members 
Mstep: Class 22 contains 209449 members 
Mstep: Class 23 contains 25499 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36650 members 
Mstep: Class 26 contains 7113 members 
Mstep: Class 27 contains 11241 members 
Mstep: Class 28 contains 81144 members 
Mstep: Class 29 contains 14122 members 
Mstep: Class 30 contains 9050 members 
Mstep: Class 31 contains 7430 members 
Mstep: Class 32 contains 174806 members 
Mstep: Class 33 contains 1323 members 
Mstep: Class 34 contains 10358 members 
Mstep: Class 35 contains 41210 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225941808.000000 Penalty: 129591.984375
Iteration 84Q: 37 clusters Score -2.259418e+08 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 11862 members 
Mstep: Class 3 contains 50193 members 
Mstep: Class 4 contains 183709 members 
Mstep: Class 5 contains 187353 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 23951 members 
Mstep: Class 10 contains 27449 members 
Mstep: Class 11 contains 43185 members 
Mstep: Class 12 contains 7921 members 
Mstep: Class 13 contains 9608 members 
Mstep: Class 14 contains 82075 members 
Mstep: Class 15 contains 123764 members 
Mstep: Class 16 contains 199435 members 
Mstep: Class 17 contains 11943 members 
Mstep: Class 18 contains 66502 members 
Mstep: Class 19 contains 13408 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 205729 members 
Mstep: Class 22 contains 208962 members 
Mstep: Class 23 contains 25548 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36676 members 
Mstep: Class 26 contains 7118 members 
Mstep: Class 27 contains 11237 members 
Mstep: Class 28 contains 81552 members 
Mstep: Class 29 contains 14146 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 7405 members 
Mstep: Class 32 contains 174682 members 
Mstep: Class 33 contains 1323 members 
Mstep: Class 34 contains 10541 members 
Mstep: Class 35 contains 41111 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942480.000000 Penalty: 129591.984375
Iteration 85Q: 37 clusters Score -2.259425e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 11817 members 
Mstep: Class 3 contains 50023 members 
Mstep: Class 4 contains 183739 members 
Mstep: Class 5 contains 187283 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 22556 members 
Mstep: Class 9 contains 23947 members 
Mstep: Class 10 contains 27333 members 
Mstep: Class 11 contains 43213 members 
Mstep: Class 12 contains 8118 members 
Mstep: Class 13 contains 9743 members 
Mstep: Class 14 contains 82371 members 
Mstep: Class 15 contains 123760 members 
Mstep: Class 16 contains 199481 members 
Mstep: Class 17 contains 12054 members 
Mstep: Class 18 contains 66712 members 
Mstep: Class 19 contains 13405 members 
Mstep: Class 20 contains 7230 members 
Mstep: Class 21 contains 205827 members 
Mstep: Class 22 contains 208575 members 
Mstep: Class 23 contains 25600 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36695 members 
Mstep: Class 26 contains 7126 members 
Mstep: Class 27 contains 11245 members 
Mstep: Class 28 contains 81938 members 
Mstep: Class 29 contains 14165 members 
Mstep: Class 30 contains 9029 members 
Mstep: Class 31 contains 7365 members 
Mstep: Class 32 contains 174573 members 
Mstep: Class 33 contains 1324 members 
Mstep: Class 34 contains 10700 members 
Mstep: Class 35 contains 41036 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942624.000000 Penalty: 129591.984375
Iteration 86Q: 37 clusters Score -2.259426e+08 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97681 members 
Mstep: Class 2 contains 11794 members 
Mstep: Class 3 contains 49888 members 
Mstep: Class 4 contains 183754 members 
Mstep: Class 5 contains 187225 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 22568 members 
Mstep: Class 9 contains 23940 members 
Mstep: Class 10 contains 27216 members 
Mstep: Class 11 contains 43252 members 
Mstep: Class 12 contains 8302 members 
Mstep: Class 13 contains 9877 members 
Mstep: Class 14 contains 82695 members 
Mstep: Class 15 contains 123747 members 
Mstep: Class 16 contains 199515 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 66913 members 
Mstep: Class 19 contains 13397 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 205864 members 
Mstep: Class 22 contains 208216 members 
Mstep: Class 23 contains 25666 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36715 members 
Mstep: Class 26 contains 7131 members 
Mstep: Class 27 contains 11248 members 
Mstep: Class 28 contains 82355 members 
Mstep: Class 29 contains 14183 members 
Mstep: Class 30 contains 9019 members 
Mstep: Class 31 contains 7348 members 
Mstep: Class 32 contains 174510 members 
Mstep: Class 33 contains 1325 members 
Mstep: Class 34 contains 10867 members 
Mstep: Class 35 contains 40930 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225942720.000000 Penalty: 129591.984375
Iteration 87Q: 37 clusters Score -2.259427e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 96802 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 49737 members 
Mstep: Class 4 contains 183746 members 
Mstep: Class 5 contains 187168 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4682 members 
Mstep: Class 8 contains 22571 members 
Mstep: Class 9 contains 23930 members 
Mstep: Class 10 contains 27100 members 
Mstep: Class 11 contains 43288 members 
Mstep: Class 12 contains 8447 members 
Mstep: Class 13 contains 9985 members 
Mstep: Class 14 contains 83066 members 
Mstep: Class 15 contains 123760 members 
Mstep: Class 16 contains 199567 members 
Mstep: Class 17 contains 12220 members 
Mstep: Class 18 contains 67124 members 
Mstep: Class 19 contains 13389 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 205904 members 
Mstep: Class 22 contains 207853 members 
Mstep: Class 23 contains 25738 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36738 members 
Mstep: Class 26 contains 7140 members 
Mstep: Class 27 contains 11230 members 
Mstep: Class 28 contains 82791 members 
Mstep: Class 29 contains 14208 members 
Mstep: Class 30 contains 9012 members 
Mstep: Class 31 contains 7345 members 
Mstep: Class 32 contains 174484 members 
Mstep: Class 33 contains 1325 members 
Mstep: Class 34 contains 11020 members 
Mstep: Class 35 contains 40802 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943232.000000 Penalty: 129591.984375
Iteration 88Q: 37 clusters Score -2.259432e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 11760 members 
Mstep: Class 3 contains 49618 members 
Mstep: Class 4 contains 183744 members 
Mstep: Class 5 contains 187106 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4710 members 
Mstep: Class 8 contains 22570 members 
Mstep: Class 9 contains 23926 members 
Mstep: Class 10 contains 26956 members 
Mstep: Class 11 contains 43315 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 10098 members 
Mstep: Class 14 contains 83463 members 
Mstep: Class 15 contains 123769 members 
Mstep: Class 16 contains 199608 members 
Mstep: Class 17 contains 12342 members 
Mstep: Class 18 contains 67312 members 
Mstep: Class 19 contains 13377 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 205909 members 
Mstep: Class 22 contains 207541 members 
Mstep: Class 23 contains 25794 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36760 members 
Mstep: Class 26 contains 7146 members 
Mstep: Class 27 contains 11221 members 
Mstep: Class 28 contains 83244 members 
Mstep: Class 29 contains 14234 members 
Mstep: Class 30 contains 9002 members 
Mstep: Class 31 contains 7356 members 
Mstep: Class 32 contains 174453 members 
Mstep: Class 33 contains 1326 members 
Mstep: Class 34 contains 11164 members 
Mstep: Class 35 contains 40685 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943232.000000 Penalty: 129591.984375
Iteration 89Q: 37 clusters Score -2.259432e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 94886 members 
Mstep: Class 2 contains 11754 members 
Mstep: Class 3 contains 49501 members 
Mstep: Class 4 contains 183755 members 
Mstep: Class 5 contains 187083 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4730 members 
Mstep: Class 8 contains 22568 members 
Mstep: Class 9 contains 23933 members 
Mstep: Class 10 contains 26812 members 
Mstep: Class 11 contains 43334 members 
Mstep: Class 12 contains 8670 members 
Mstep: Class 13 contains 10202 members 
Mstep: Class 14 contains 83912 members 
Mstep: Class 15 contains 123793 members 
Mstep: Class 16 contains 199635 members 
Mstep: Class 17 contains 12433 members 
Mstep: Class 18 contains 67473 members 
Mstep: Class 19 contains 13374 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 205942 members 
Mstep: Class 22 contains 207203 members 
Mstep: Class 23 contains 25853 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36778 members 
Mstep: Class 26 contains 7151 members 
Mstep: Class 27 contains 11198 members 
Mstep: Class 28 contains 83692 members 
Mstep: Class 29 contains 14256 members 
Mstep: Class 30 contains 8993 members 
Mstep: Class 31 contains 7352 members 
Mstep: Class 32 contains 174428 members 
Mstep: Class 33 contains 1326 members 
Mstep: Class 34 contains 11319 members 
Mstep: Class 35 contains 40606 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944160.000000 Penalty: 129591.984375
Iteration 90Q: 37 clusters Score -2.259442e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93849 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 49429 members 
Mstep: Class 4 contains 183761 members 
Mstep: Class 5 contains 187058 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 8 contains 22569 members 
Mstep: Class 9 contains 23939 members 
Mstep: Class 10 contains 26700 members 
Mstep: Class 11 contains 43368 members 
Mstep: Class 12 contains 8765 members 
Mstep: Class 13 contains 10318 members 
Mstep: Class 14 contains 84401 members 
Mstep: Class 15 contains 123803 members 
Mstep: Class 16 contains 199644 members 
Mstep: Class 17 contains 12538 members 
Mstep: Class 18 contains 67620 members 
Mstep: Class 19 contains 13364 members 
Mstep: Class 20 contains 7222 members 
Mstep: Class 21 contains 205969 members 
Mstep: Class 22 contains 206892 members 
Mstep: Class 23 contains 25892 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36801 members 
Mstep: Class 26 contains 7151 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 84116 members 
Mstep: Class 29 contains 14275 members 
Mstep: Class 30 contains 8979 members 
Mstep: Class 31 contains 7354 members 
Mstep: Class 32 contains 174422 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 11469 members 
Mstep: Class 35 contains 40481 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944144.000000 Penalty: 129591.984375
Iteration 91Q: 37 clusters Score -2.259441e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92654 members 
Mstep: Class 2 contains 11746 members 
Mstep: Class 3 contains 49375 members 
Mstep: Class 4 contains 183787 members 
Mstep: Class 5 contains 187041 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4796 members 
Mstep: Class 8 contains 22577 members 
Mstep: Class 9 contains 23937 members 
Mstep: Class 10 contains 26547 members 
Mstep: Class 11 contains 43401 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 10429 members 
Mstep: Class 14 contains 84971 members 
Mstep: Class 15 contains 123837 members 
Mstep: Class 16 contains 199657 members 
Mstep: Class 17 contains 12654 members 
Mstep: Class 18 contains 67809 members 
Mstep: Class 19 contains 13356 members 
Mstep: Class 20 contains 7209 members 
Mstep: Class 21 contains 205946 members 
Mstep: Class 22 contains 206602 members 
Mstep: Class 23 contains 25931 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36831 members 
Mstep: Class 26 contains 7153 members 
Mstep: Class 27 contains 11184 members 
Mstep: Class 28 contains 84569 members 
Mstep: Class 29 contains 14285 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 7353 members 
Mstep: Class 32 contains 174430 members 
Mstep: Class 33 contains 1327 members 
Mstep: Class 34 contains 11605 members 
Mstep: Class 35 contains 40360 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225944768.000000 Penalty: 129591.984375
Iteration 92Q: 37 clusters Score -2.259448e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 49315 members 
Mstep: Class 4 contains 183810 members 
Mstep: Class 5 contains 187040 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4827 members 
Mstep: Class 8 contains 22569 members 
Mstep: Class 9 contains 23927 members 
Mstep: Class 10 contains 26417 members 
Mstep: Class 11 contains 43446 members 
Mstep: Class 12 contains 8939 members 
Mstep: Class 13 contains 10526 members 
Mstep: Class 14 contains 85617 members 
Mstep: Class 15 contains 123856 members 
Mstep: Class 16 contains 199653 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 68005 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 205914 members 
Mstep: Class 22 contains 206369 members 
Mstep: Class 23 contains 26007 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36842 members 
Mstep: Class 26 contains 7153 members 
Mstep: Class 27 contains 11184 members 
Mstep: Class 28 contains 85057 members 
Mstep: Class 29 contains 14291 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 7398 members 
Mstep: Class 32 contains 174399 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 11733 members 
Mstep: Class 35 contains 40241 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945072.000000 Penalty: 129591.984375
Iteration 93Q: 37 clusters Score -2.259451e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 49246 members 
Mstep: Class 4 contains 183863 members 
Mstep: Class 5 contains 187055 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4847 members 
Mstep: Class 8 contains 22560 members 
Mstep: Class 9 contains 23919 members 
Mstep: Class 10 contains 26312 members 
Mstep: Class 11 contains 43486 members 
Mstep: Class 12 contains 9026 members 
Mstep: Class 13 contains 10635 members 
Mstep: Class 14 contains 86323 members 
Mstep: Class 15 contains 123841 members 
Mstep: Class 16 contains 199664 members 
Mstep: Class 17 contains 12849 members 
Mstep: Class 18 contains 68212 members 
Mstep: Class 19 contains 13345 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 205865 members 
Mstep: Class 22 contains 206102 members 
Mstep: Class 23 contains 26064 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36864 members 
Mstep: Class 26 contains 7157 members 
Mstep: Class 27 contains 11171 members 
Mstep: Class 28 contains 85598 members 
Mstep: Class 29 contains 14304 members 
Mstep: Class 30 contains 8932 members 
Mstep: Class 31 contains 7419 members 
Mstep: Class 32 contains 174389 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 11853 members 
Mstep: Class 35 contains 40124 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945008.000000 Penalty: 129591.984375
Iteration 94Q: 37 clusters Score -2.25945e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88353 members 
Mstep: Class 2 contains 11730 members 
Mstep: Class 3 contains 49187 members 
Mstep: Class 4 contains 183922 members 
Mstep: Class 5 contains 187102 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4850 members 
Mstep: Class 8 contains 22547 members 
Mstep: Class 9 contains 23915 members 
Mstep: Class 10 contains 26212 members 
Mstep: Class 11 contains 43543 members 
Mstep: Class 12 contains 9100 members 
Mstep: Class 13 contains 10736 members 
Mstep: Class 14 contains 87074 members 
Mstep: Class 15 contains 123824 members 
Mstep: Class 16 contains 199651 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 68436 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 7205 members 
Mstep: Class 21 contains 205823 members 
Mstep: Class 22 contains 205825 members 
Mstep: Class 23 contains 26113 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36901 members 
Mstep: Class 26 contains 7165 members 
Mstep: Class 27 contains 11181 members 
Mstep: Class 28 contains 86166 members 
Mstep: Class 29 contains 14314 members 
Mstep: Class 30 contains 8924 members 
Mstep: Class 31 contains 7453 members 
Mstep: Class 32 contains 174344 members 
Mstep: Class 33 contains 1328 members 
Mstep: Class 34 contains 11970 members 
Mstep: Class 35 contains 39995 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945616.000000 Penalty: 129591.984375
Iteration 95Q: 37 clusters Score -2.259456e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 49113 members 
Mstep: Class 4 contains 183940 members 
Mstep: Class 5 contains 187124 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4863 members 
Mstep: Class 8 contains 22528 members 
Mstep: Class 9 contains 23908 members 
Mstep: Class 10 contains 26108 members 
Mstep: Class 11 contains 43595 members 
Mstep: Class 12 contains 9169 members 
Mstep: Class 13 contains 10842 members 
Mstep: Class 14 contains 87885 members 
Mstep: Class 15 contains 123826 members 
Mstep: Class 16 contains 199652 members 
Mstep: Class 17 contains 13059 members 
Mstep: Class 18 contains 68628 members 
Mstep: Class 19 contains 13340 members 
Mstep: Class 20 contains 7207 members 
Mstep: Class 21 contains 205775 members 
Mstep: Class 22 contains 205575 members 
Mstep: Class 23 contains 26164 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36933 members 
Mstep: Class 26 contains 7168 members 
Mstep: Class 27 contains 11195 members 
Mstep: Class 28 contains 86756 members 
Mstep: Class 29 contains 14319 members 
Mstep: Class 30 contains 8920 members 
Mstep: Class 31 contains 7477 members 
Mstep: Class 32 contains 174285 members 
Mstep: Class 33 contains 1329 members 
Mstep: Class 34 contains 12093 members 
Mstep: Class 35 contains 39882 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945456.000000 Penalty: 129591.984375
Iteration 96Q: 37 clusters Score -2.259455e+08 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 49040 members 
Mstep: Class 4 contains 183976 members 
Mstep: Class 5 contains 187155 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 22500 members 
Mstep: Class 9 contains 23908 members 
Mstep: Class 10 contains 26037 members 
Mstep: Class 11 contains 43655 members 
Mstep: Class 12 contains 9227 members 
Mstep: Class 13 contains 10938 members 
Mstep: Class 14 contains 88758 members 
Mstep: Class 15 contains 123810 members 
Mstep: Class 16 contains 199631 members 
Mstep: Class 17 contains 13133 members 
Mstep: Class 18 contains 68820 members 
Mstep: Class 19 contains 13328 members 
Mstep: Class 20 contains 7208 members 
Mstep: Class 21 contains 205720 members 
Mstep: Class 22 contains 205308 members 
Mstep: Class 23 contains 26210 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36970 members 
Mstep: Class 26 contains 7172 members 
Mstep: Class 27 contains 11198 members 
Mstep: Class 28 contains 87392 members 
Mstep: Class 29 contains 14328 members 
Mstep: Class 30 contains 8917 members 
Mstep: Class 31 contains 7520 members 
Mstep: Class 32 contains 174276 members 
Mstep: Class 33 contains 1330 members 
Mstep: Class 34 contains 12205 members 
Mstep: Class 35 contains 39787 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946496.000000 Penalty: 129591.984375
Iteration 97Q: 37 clusters Score -2.259465e+08 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 11737 members 
Mstep: Class 3 contains 49008 members 
Mstep: Class 4 contains 184018 members 
Mstep: Class 5 contains 187156 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 22477 members 
Mstep: Class 9 contains 23911 members 
Mstep: Class 10 contains 25966 members 
Mstep: Class 11 contains 43727 members 
Mstep: Class 12 contains 9281 members 
Mstep: Class 13 contains 11058 members 
Mstep: Class 14 contains 89734 members 
Mstep: Class 15 contains 123783 members 
Mstep: Class 16 contains 199609 members 
Mstep: Class 17 contains 13214 members 
Mstep: Class 18 contains 69026 members 
Mstep: Class 19 contains 13319 members 
Mstep: Class 20 contains 7204 members 
Mstep: Class 21 contains 205643 members 
Mstep: Class 22 contains 205049 members 
Mstep: Class 23 contains 26237 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 36994 members 
Mstep: Class 26 contains 7175 members 
Mstep: Class 27 contains 11192 members 
Mstep: Class 28 contains 88056 members 
Mstep: Class 29 contains 14341 members 
Mstep: Class 30 contains 8913 members 
Mstep: Class 31 contains 7539 members 
Mstep: Class 32 contains 174236 members 
Mstep: Class 33 contains 1330 members 
Mstep: Class 34 contains 12325 members 
Mstep: Class 35 contains 39695 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946736.000000 Penalty: 129591.984375
Iteration 98Q: 37 clusters Score -2.259467e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 48982 members 
Mstep: Class 4 contains 184023 members 
Mstep: Class 5 contains 187172 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 22454 members 
Mstep: Class 9 contains 23905 members 
Mstep: Class 10 contains 25894 members 
Mstep: Class 11 contains 43807 members 
Mstep: Class 12 contains 9322 members 
Mstep: Class 13 contains 11178 members 
Mstep: Class 14 contains 90745 members 
Mstep: Class 15 contains 123726 members 
Mstep: Class 16 contains 199567 members 
Mstep: Class 17 contains 13299 members 
Mstep: Class 18 contains 69257 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 7198 members 
Mstep: Class 21 contains 205592 members 
Mstep: Class 22 contains 204771 members 
Mstep: Class 23 contains 26282 members 
Mstep: Class 24 contains 483 members 
Mstep: Class 25 contains 37005 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 11177 members 
Mstep: Class 28 contains 88836 members 
Mstep: Class 29 contains 14348 members 
Mstep: Class 30 contains 8904 members 
Mstep: Class 31 contains 7564 members 
Mstep: Class 32 contains 174194 members 
Mstep: Class 33 contains 1330 members 
Mstep: Class 34 contains 12426 members 
Mstep: Class 35 contains 39606 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947152.000000 Penalty: 129591.984375
Iteration 99Q: 37 clusters Score -2.259472e+08 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 48954 members 
Mstep: Class 4 contains 184027 members 
Mstep: Class 5 contains 187194 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4919 members 
Mstep: Class 8 contains 22433 members 
Mstep: Class 9 contains 23898 members 
Mstep: Class 10 contains 25844 members 
Mstep: Class 11 contains 43895 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 11287 members 
Mstep: Class 14 contains 91775 members 
Mstep: Class 15 contains 123663 members 
Mstep: Class 16 contains 199527 members 
Mstep: Class 17 contains 13352 members 
Mstep: Class 18 contains 69479 members 
Mstep: Class 19 contains 13302 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 205526 members 
Mstep: Class 22 contains 204491 members 
Mstep: Class 23 contains 26321 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 37017 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 11153 members 
Mstep: Class 28 contains 89677 members 
Mstep: Class 29 contains 14361 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 7593 members 
Mstep: Class 32 contains 174152 members 
Mstep: Class 33 contains 1331 members 
Mstep: Class 34 contains 12523 members 
Mstep: Class 35 contains 39554 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947216.000000 Penalty: 129591.984375
Iteration 100F: 37 clusters Score -2.259472e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 48911 members 
Mstep: Class 4 contains 184009 members 
Mstep: Class 5 contains 187171 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4935 members 
Mstep: Class 8 contains 22412 members 
Mstep: Class 9 contains 23899 members 
Mstep: Class 10 contains 25782 members 
Mstep: Class 11 contains 43965 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 11398 members 
Mstep: Class 14 contains 92838 members 
Mstep: Class 15 contains 123587 members 
Mstep: Class 16 contains 199518 members 
Mstep: Class 17 contains 13406 members 
Mstep: Class 18 contains 69728 members 
Mstep: Class 19 contains 13289 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 205445 members 
Mstep: Class 22 contains 204211 members 
Mstep: Class 23 contains 26361 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 37025 members 
Mstep: Class 26 contains 7193 members 
Mstep: Class 27 contains 11125 members 
Mstep: Class 28 contains 90521 members 
Mstep: Class 29 contains 14367 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 7613 members 
Mstep: Class 32 contains 174116 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 12637 members 
Mstep: Class 35 contains 39492 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948080.000000 Penalty: 129591.984375
Iteration 101Q: 37 clusters Score -2.259481e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 75810 members 
Mstep: Class 2 contains 11738 members 
Mstep: Class 3 contains 48846 members 
Mstep: Class 4 contains 184014 members 
Mstep: Class 5 contains 187200 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 22378 members 
Mstep: Class 9 contains 23895 members 
Mstep: Class 10 contains 25708 members 
Mstep: Class 11 contains 44028 members 
Mstep: Class 12 contains 9444 members 
Mstep: Class 13 contains 11510 members 
Mstep: Class 14 contains 93874 members 
Mstep: Class 15 contains 123546 members 
Mstep: Class 16 contains 199467 members 
Mstep: Class 17 contains 13458 members 
Mstep: Class 18 contains 69996 members 
Mstep: Class 19 contains 13279 members 
Mstep: Class 20 contains 7210 members 
Mstep: Class 21 contains 205355 members 
Mstep: Class 22 contains 203914 members 
Mstep: Class 23 contains 26391 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 37032 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 11092 members 
Mstep: Class 28 contains 91362 members 
Mstep: Class 29 contains 14380 members 
Mstep: Class 30 contains 8890 members 
Mstep: Class 31 contains 7629 members 
Mstep: Class 32 contains 174058 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 12742 members 
Mstep: Class 35 contains 39433 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948592.000000 Penalty: 129591.984375
Iteration 102Q: 37 clusters Score -2.259486e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 11739 members 
Mstep: Class 3 contains 48837 members 
Mstep: Class 4 contains 183984 members 
Mstep: Class 5 contains 187184 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 22352 members 
Mstep: Class 9 contains 23893 members 
Mstep: Class 10 contains 25655 members 
Mstep: Class 11 contains 44081 members 
Mstep: Class 12 contains 9474 members 
Mstep: Class 13 contains 11611 members 
Mstep: Class 14 contains 94887 members 
Mstep: Class 15 contains 123485 members 
Mstep: Class 16 contains 199398 members 
Mstep: Class 17 contains 13515 members 
Mstep: Class 18 contains 70242 members 
Mstep: Class 19 contains 13265 members 
Mstep: Class 20 contains 7212 members 
Mstep: Class 21 contains 205281 members 
Mstep: Class 22 contains 203597 members 
Mstep: Class 23 contains 26425 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 37049 members 
Mstep: Class 26 contains 7208 members 
Mstep: Class 27 contains 11063 members 
Mstep: Class 28 contains 92272 members 
Mstep: Class 29 contains 14394 members 
Mstep: Class 30 contains 8888 members 
Mstep: Class 31 contains 7642 members 
Mstep: Class 32 contains 173971 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 12848 members 
Mstep: Class 35 contains 39399 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949760.000000 Penalty: 129591.984375
Iteration 103Q: 37 clusters Score -2.259498e+08 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 48816 members 
Mstep: Class 4 contains 183993 members 
Mstep: Class 5 contains 187204 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 22334 members 
Mstep: Class 9 contains 23883 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 11 contains 44111 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 13 contains 11740 members 
Mstep: Class 14 contains 95761 members 
Mstep: Class 15 contains 123441 members 
Mstep: Class 16 contains 199342 members 
Mstep: Class 17 contains 13560 members 
Mstep: Class 18 contains 70534 members 
Mstep: Class 19 contains 13253 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 205195 members 
Mstep: Class 22 contains 203320 members 
Mstep: Class 23 contains 26456 members 
Mstep: Class 24 contains 484 members 
Mstep: Class 25 contains 37073 members 
Mstep: Class 26 contains 7216 members 
Mstep: Class 27 contains 11036 members 
Mstep: Class 28 contains 93071 members 
Mstep: Class 29 contains 14411 members 
Mstep: Class 30 contains 8881 members 
Mstep: Class 31 contains 7656 members 
Mstep: Class 32 contains 173846 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 12961 members 
Mstep: Class 35 contains 39369 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950080.000000 Penalty: 129591.984375
Iteration 104Q: 37 clusters Score -2.259501e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 48780 members 
Mstep: Class 4 contains 183968 members 
Mstep: Class 5 contains 187195 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4977 members 
Mstep: Class 8 contains 22316 members 
Mstep: Class 9 contains 23876 members 
Mstep: Class 10 contains 25530 members 
Mstep: Class 11 contains 44147 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 11863 members 
Mstep: Class 14 contains 96577 members 
Mstep: Class 15 contains 123399 members 
Mstep: Class 16 contains 199287 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 70772 members 
Mstep: Class 19 contains 13245 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 205125 members 
Mstep: Class 22 contains 203048 members 
Mstep: Class 23 contains 26493 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 37090 members 
Mstep: Class 26 contains 7219 members 
Mstep: Class 27 contains 11037 members 
Mstep: Class 28 contains 93889 members 
Mstep: Class 29 contains 14417 members 
Mstep: Class 30 contains 8883 members 
Mstep: Class 31 contains 7670 members 
Mstep: Class 32 contains 173709 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 13081 members 
Mstep: Class 35 contains 39313 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950032.000000 Penalty: 129591.984375
Iteration 105Q: 37 clusters Score -2.2595e+08 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 11722 members 
Mstep: Class 3 contains 48742 members 
Mstep: Class 4 contains 183917 members 
Mstep: Class 5 contains 187207 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 4996 members 
Mstep: Class 8 contains 22299 members 
Mstep: Class 9 contains 23873 members 
Mstep: Class 10 contains 25445 members 
Mstep: Class 11 contains 44160 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 12008 members 
Mstep: Class 14 contains 97173 members 
Mstep: Class 15 contains 123370 members 
Mstep: Class 16 contains 199239 members 
Mstep: Class 17 contains 13658 members 
Mstep: Class 18 contains 71022 members 
Mstep: Class 19 contains 13241 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 205042 members 
Mstep: Class 22 contains 202797 members 
Mstep: Class 23 contains 26527 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 37120 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 11036 members 
Mstep: Class 28 contains 94691 members 
Mstep: Class 29 contains 14423 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 7684 members 
Mstep: Class 32 contains 173602 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 13202 members 
Mstep: Class 35 contains 39238 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950096.000000 Penalty: 129591.984375
Iteration 106Q: 37 clusters Score -2.259501e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 48717 members 
Mstep: Class 4 contains 183870 members 
Mstep: Class 5 contains 187236 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 22280 members 
Mstep: Class 9 contains 23866 members 
Mstep: Class 10 contains 25373 members 
Mstep: Class 11 contains 44173 members 
Mstep: Class 12 contains 9590 members 
Mstep: Class 13 contains 12165 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 123334 members 
Mstep: Class 16 contains 199186 members 
Mstep: Class 17 contains 13702 members 
Mstep: Class 18 contains 71301 members 
Mstep: Class 19 contains 13224 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 21 contains 204959 members 
Mstep: Class 22 contains 202531 members 
Mstep: Class 23 contains 26558 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 37134 members 
Mstep: Class 26 contains 7228 members 
Mstep: Class 27 contains 11032 members 
Mstep: Class 28 contains 95456 members 
Mstep: Class 29 contains 14433 members 
Mstep: Class 30 contains 8878 members 
Mstep: Class 31 contains 7689 members 
Mstep: Class 32 contains 173488 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 13310 members 
Mstep: Class 35 contains 39150 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950624.000000 Penalty: 129591.984375
Iteration 107Q: 37 clusters Score -2.259506e+08 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 11714 members 
Mstep: Class 3 contains 48668 members 
Mstep: Class 4 contains 183829 members 
Mstep: Class 5 contains 187263 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 22249 members 
Mstep: Class 9 contains 23864 members 
Mstep: Class 10 contains 25320 members 
Mstep: Class 11 contains 44186 members 
Mstep: Class 12 contains 9620 members 
Mstep: Class 13 contains 12306 members 
Mstep: Class 14 contains 98068 members 
Mstep: Class 15 contains 123282 members 
Mstep: Class 16 contains 199130 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 71537 members 
Mstep: Class 19 contains 13211 members 
Mstep: Class 20 contains 7240 members 
Mstep: Class 21 contains 204871 members 
Mstep: Class 22 contains 202301 members 
Mstep: Class 23 contains 26593 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 37133 members 
Mstep: Class 26 contains 7234 members 
Mstep: Class 27 contains 11023 members 
Mstep: Class 28 contains 96209 members 
Mstep: Class 29 contains 14439 members 
Mstep: Class 30 contains 8882 members 
Mstep: Class 31 contains 7690 members 
Mstep: Class 32 contains 173400 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 13402 members 
Mstep: Class 35 contains 39064 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950672.000000 Penalty: 129591.984375
Iteration 108Q: 37 clusters Score -2.259507e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 48627 members 
Mstep: Class 4 contains 183758 members 
Mstep: Class 5 contains 187271 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5059 members 
Mstep: Class 8 contains 22236 members 
Mstep: Class 9 contains 23859 members 
Mstep: Class 10 contains 25255 members 
Mstep: Class 11 contains 44198 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 98377 members 
Mstep: Class 15 contains 123242 members 
Mstep: Class 16 contains 199071 members 
Mstep: Class 17 contains 13835 members 
Mstep: Class 18 contains 71781 members 
Mstep: Class 19 contains 13207 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 204789 members 
Mstep: Class 22 contains 202035 members 
Mstep: Class 23 contains 26618 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 37131 members 
Mstep: Class 26 contains 7241 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 96926 members 
Mstep: Class 29 contains 14436 members 
Mstep: Class 30 contains 8876 members 
Mstep: Class 31 contains 7702 members 
Mstep: Class 32 contains 173312 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 13508 members 
Mstep: Class 35 contains 38977 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950800.000000 Penalty: 129591.984375
Iteration 109Q: 37 clusters Score -2.259508e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 48587 members 
Mstep: Class 4 contains 183677 members 
Mstep: Class 5 contains 187262 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5078 members 
Mstep: Class 8 contains 22228 members 
Mstep: Class 9 contains 23860 members 
Mstep: Class 10 contains 25177 members 
Mstep: Class 11 contains 44177 members 
Mstep: Class 12 contains 9655 members 
Mstep: Class 13 contains 12588 members 
Mstep: Class 14 contains 98623 members 
Mstep: Class 15 contains 123208 members 
Mstep: Class 16 contains 199052 members 
Mstep: Class 17 contains 13910 members 
Mstep: Class 18 contains 72043 members 
Mstep: Class 19 contains 13205 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 204683 members 
Mstep: Class 22 contains 201765 members 
Mstep: Class 23 contains 26649 members 
Mstep: Class 24 contains 486 members 
Mstep: Class 25 contains 37111 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 11000 members 
Mstep: Class 28 contains 97614 members 
Mstep: Class 29 contains 14436 members 
Mstep: Class 30 contains 8877 members 
Mstep: Class 31 contains 7717 members 
Mstep: Class 32 contains 173204 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 13601 members 
Mstep: Class 35 contains 38907 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951360.000000 Penalty: 129591.984375
Iteration 110Q: 37 clusters Score -2.259514e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 48549 members 
Mstep: Class 4 contains 183596 members 
Mstep: Class 5 contains 187221 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5101 members 
Mstep: Class 8 contains 22211 members 
Mstep: Class 9 contains 23851 members 
Mstep: Class 10 contains 25093 members 
Mstep: Class 11 contains 44152 members 
Mstep: Class 12 contains 9674 members 
Mstep: Class 13 contains 12733 members 
Mstep: Class 14 contains 98794 members 
Mstep: Class 15 contains 123177 members 
Mstep: Class 16 contains 199051 members 
Mstep: Class 17 contains 13975 members 
Mstep: Class 18 contains 72347 members 
Mstep: Class 19 contains 13198 members 
Mstep: Class 20 contains 7239 members 
Mstep: Class 21 contains 204599 members 
Mstep: Class 22 contains 201533 members 
Mstep: Class 23 contains 26680 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 37084 members 
Mstep: Class 26 contains 7255 members 
Mstep: Class 27 contains 10987 members 
Mstep: Class 28 contains 98204 members 
Mstep: Class 29 contains 14438 members 
Mstep: Class 30 contains 8875 members 
Mstep: Class 31 contains 7728 members 
Mstep: Class 32 contains 173056 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 13703 members 
Mstep: Class 35 contains 38832 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951424.000000 Penalty: 129591.984375
Iteration 111Q: 37 clusters Score -2.259514e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 48520 members 
Mstep: Class 4 contains 183506 members 
Mstep: Class 5 contains 187189 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 8 contains 22203 members 
Mstep: Class 9 contains 23849 members 
Mstep: Class 10 contains 25002 members 
Mstep: Class 11 contains 44129 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 12898 members 
Mstep: Class 14 contains 98879 members 
Mstep: Class 15 contains 123157 members 
Mstep: Class 16 contains 199052 members 
Mstep: Class 17 contains 14036 members 
Mstep: Class 18 contains 72626 members 
Mstep: Class 19 contains 13192 members 
Mstep: Class 20 contains 7243 members 
Mstep: Class 21 contains 204544 members 
Mstep: Class 22 contains 201235 members 
Mstep: Class 23 contains 26719 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 37065 members 
Mstep: Class 26 contains 7255 members 
Mstep: Class 27 contains 10975 members 
Mstep: Class 28 contains 98768 members 
Mstep: Class 29 contains 14447 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 7744 members 
Mstep: Class 32 contains 172916 members 
Mstep: Class 33 contains 1335 members 
Mstep: Class 34 contains 13788 members 
Mstep: Class 35 contains 38764 members 
Mstep: Class 36 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951616.000000 Penalty: 129591.984375
Iteration 112Q: 37 clusters Score -2.259516e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 64412 members 
Mstep: Class 2 contains 11693 members 
Mstep: Class 3 contains 48482 members 
Mstep: Class 4 contains 183411 members 
Mstep: Class 5 contains 187129 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 22182 members 
Mstep: Class 9 contains 23851 members 
Mstep: Class 10 contains 24939 members 
Mstep: Class 11 contains 44110 members 
Mstep: Class 12 contains 9707 members 
Mstep: Class 13 contains 13023 members 
Mstep: Class 14 contains 98931 members 
Mstep: Class 15 contains 123124 members 
Mstep: Class 16 contains 199085 members 
Mstep: Class 17 contains 14114 members 
Mstep: Class 18 contains 72896 members 
Mstep: Class 19 contains 13180 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 204533 members 
Mstep: Class 22 contains 200931 members 
Mstep: Class 23 contains 26755 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 37064 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 10960 members 
Mstep: Class 28 contains 99292 members 
Mstep: Class 29 contains 14456 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7760 members 
Mstep: Class 32 contains 172755 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 13861 members 
Mstep: Class 35 contains 38701 members 
Mstep: Class 36 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952208.000000 Penalty: 129591.984375
Iteration 113Q: 37 clusters Score -2.259522e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 11689 members 
Mstep: Class 3 contains 48467 members 
Mstep: Class 4 contains 183329 members 
Mstep: Class 5 contains 187091 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5133 members 
Mstep: Class 8 contains 22169 members 
Mstep: Class 9 contains 23844 members 
Mstep: Class 10 contains 24882 members 
Mstep: Class 11 contains 44103 members 
Mstep: Class 12 contains 9720 members 
Mstep: Class 13 contains 13128 members 
Mstep: Class 14 contains 98947 members 
Mstep: Class 15 contains 123105 members 
Mstep: Class 16 contains 199096 members 
Mstep: Class 17 contains 14171 members 
Mstep: Class 18 contains 73166 members 
Mstep: Class 19 contains 13168 members 
Mstep: Class 20 contains 7246 members 
Mstep: Class 21 contains 204509 members 
Mstep: Class 22 contains 200588 members 
Mstep: Class 23 contains 26789 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 37036 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 10956 members 
Mstep: Class 28 contains 99766 members 
Mstep: Class 29 contains 14472 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7771 members 
Mstep: Class 32 contains 172637 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 13917 members 
Mstep: Class 35 contains 38644 members 
Mstep: Class 36 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952112.000000 Penalty: 129591.984375
Iteration 114Q: 37 clusters Score -2.259521e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63944 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 48452 members 
Mstep: Class 4 contains 183238 members 
Mstep: Class 5 contains 187085 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 22161 members 
Mstep: Class 9 contains 23839 members 
Mstep: Class 10 contains 24832 members 
Mstep: Class 11 contains 44080 members 
Mstep: Class 12 contains 9740 members 
Mstep: Class 13 contains 13206 members 
Mstep: Class 14 contains 98942 members 
Mstep: Class 15 contains 123081 members 
Mstep: Class 16 contains 199092 members 
Mstep: Class 17 contains 14223 members 
Mstep: Class 18 contains 73430 members 
Mstep: Class 19 contains 13158 members 
Mstep: Class 20 contains 7248 members 
Mstep: Class 21 contains 204510 members 
Mstep: Class 22 contains 200243 members 
Mstep: Class 23 contains 26811 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 37021 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 10951 members 
Mstep: Class 28 contains 100228 members 
Mstep: Class 29 contains 14481 members 
Mstep: Class 30 contains 8872 members 
Mstep: Class 31 contains 7793 members 
Mstep: Class 32 contains 172510 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 13975 members 
Mstep: Class 35 contains 38582 members 
Mstep: Class 36 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952608.000000 Penalty: 129591.984375
Iteration 115Q: 37 clusters Score -2.259526e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 11687 members 
Mstep: Class 3 contains 48442 members 
Mstep: Class 4 contains 183148 members 
Mstep: Class 5 contains 187067 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 22152 members 
Mstep: Class 9 contains 23835 members 
Mstep: Class 10 contains 24790 members 
Mstep: Class 11 contains 44057 members 
Mstep: Class 12 contains 9753 members 
Mstep: Class 13 contains 13267 members 
Mstep: Class 14 contains 98938 members 
Mstep: Class 15 contains 123058 members 
Mstep: Class 16 contains 199084 members 
Mstep: Class 17 contains 14267 members 
Mstep: Class 18 contains 73703 members 
Mstep: Class 19 contains 13150 members 
Mstep: Class 20 contains 7253 members 
Mstep: Class 21 contains 204540 members 
Mstep: Class 22 contains 199899 members 
Mstep: Class 23 contains 26829 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 37002 members 
Mstep: Class 26 contains 7263 members 
Mstep: Class 27 contains 10960 members 
Mstep: Class 28 contains 100664 members 
Mstep: Class 29 contains 14487 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 7810 members 
Mstep: Class 32 contains 172381 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 14031 members 
Mstep: Class 35 contains 38503 members 
Mstep: Class 36 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952112.000000 Penalty: 129591.984375
Iteration 116Q: 37 clusters Score -2.259521e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 11676 members 
Mstep: Class 3 contains 48429 members 
Mstep: Class 4 contains 183063 members 
Mstep: Class 5 contains 187054 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5195 members 
Mstep: Class 8 contains 22146 members 
Mstep: Class 9 contains 23834 members 
Mstep: Class 10 contains 24754 members 
Mstep: Class 11 contains 44028 members 
Mstep: Class 12 contains 9775 members 
Mstep: Class 13 contains 13335 members 
Mstep: Class 14 contains 98922 members 
Mstep: Class 15 contains 123038 members 
Mstep: Class 16 contains 199072 members 
Mstep: Class 17 contains 14316 members 
Mstep: Class 18 contains 73940 members 
Mstep: Class 19 contains 13139 members 
Mstep: Class 20 contains 7259 members 
Mstep: Class 21 contains 204580 members 
Mstep: Class 22 contains 199515 members 
Mstep: Class 23 contains 26840 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 36990 members 
Mstep: Class 26 contains 7266 members 
Mstep: Class 27 contains 10959 members 
Mstep: Class 28 contains 101089 members 
Mstep: Class 29 contains 14494 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 7832 members 
Mstep: Class 32 contains 172284 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 14092 members 
Mstep: Class 35 contains 38424 members 
Mstep: Class 36 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952944.000000 Penalty: 129591.984375
Iteration 117Q: 37 clusters Score -2.259529e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 11664 members 
Mstep: Class 3 contains 48390 members 
Mstep: Class 4 contains 182993 members 
Mstep: Class 5 contains 187045 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 22133 members 
Mstep: Class 9 contains 23829 members 
Mstep: Class 10 contains 24706 members 
Mstep: Class 11 contains 43994 members 
Mstep: Class 12 contains 9804 members 
Mstep: Class 13 contains 13403 members 
Mstep: Class 14 contains 98892 members 
Mstep: Class 15 contains 123028 members 
Mstep: Class 16 contains 199061 members 
Mstep: Class 17 contains 14377 members 
Mstep: Class 18 contains 74179 members 
Mstep: Class 19 contains 13132 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 204629 members 
Mstep: Class 22 contains 199123 members 
Mstep: Class 23 contains 26850 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 36977 members 
Mstep: Class 26 contains 7266 members 
Mstep: Class 27 contains 10982 members 
Mstep: Class 28 contains 101519 members 
Mstep: Class 29 contains 14493 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7850 members 
Mstep: Class 32 contains 172160 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 14148 members 
Mstep: Class 35 contains 38345 members 
Mstep: Class 36 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952800.000000 Penalty: 129591.984375
Iteration 118Q: 37 clusters Score -2.259528e+08 nChanged 2211
Entering ConstructFrom: 
Score: -225952800.000000 Penalty: 129591.984375
Entering ConstructFrom: 
Trying to split cluster 1 (63417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Entering Unmasked Estep 
Score: -7352998.000000 Penalty: 2742.256836
	Iteration 0F: 2 clusters Score -7352998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -7310225.000000 Penalty: 5484.513672
	Iteration 0F: 3 clusters Score -7310225 nChanged 29776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -7327025.000000 Penalty: 5484.513672
	Iteration 1F: 3 clusters Score -7327025 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -7327677.500000 Penalty: 5484.513672
	Iteration 2Q: 3 clusters Score -7327678 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -7328467.000000 Penalty: 5484.513672
	Iteration 3Q: 3 clusters Score -7328467 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -7329662.000000 Penalty: 5484.513672
	Iteration 4Q: 3 clusters Score -7329662 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -7331592.000000 Penalty: 5484.513672
	Iteration 5F: 3 clusters Score -7331592 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -7334479.500000 Penalty: 5484.513672
	Iteration 6F: 3 clusters Score -7334480 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -7337812.000000 Penalty: 5484.513672
	Iteration 7F: 3 clusters Score -7337812 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -7341377.500000 Penalty: 5484.513672
	Iteration 8F: 3 clusters Score -7341378 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -7344201.500000 Penalty: 5484.513672
	Iteration 9F: 3 clusters Score -7344202 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -7346508.500000 Penalty: 5484.513672
	Iteration 10Q: 3 clusters Score -7346508 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7348093.500000 Penalty: 5484.513672
	Iteration 11Q: 3 clusters Score -7348094 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7349153.000000 Penalty: 5484.513672
	Iteration 12Q: 3 clusters Score -7349153 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7349809.500000 Penalty: 5484.513672
	Iteration 13Q: 3 clusters Score -7349810 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7350216.500000 Penalty: 5484.513672
	Iteration 14Q: 3 clusters Score -7350216 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7350466.000000 Penalty: 5484.513672
	Iteration 15Q: 3 clusters Score -7350466 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7350610.000000 Penalty: 5484.513672
	Iteration 16Q: 3 clusters Score -7350610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62154 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -7350695.000000 Penalty: 5484.513672
	Iteration 17Q: 3 clusters Score -7350695 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7350743.500000 Penalty: 5484.513672
	Iteration 18Q: 3 clusters Score -7350744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7350781.500000 Penalty: 5484.513672
	Iteration 19Q: 3 clusters Score -7350782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7350824.000000 Penalty: 5484.513672
	Iteration 20F: 3 clusters Score -7350824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7350857.500000 Penalty: 5484.513672
	Iteration 21Q: 3 clusters Score -7350858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7350870.500000 Penalty: 5484.513672
	Iteration 22Q: 3 clusters Score -7350870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62453 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7350894.500000 Penalty: 5484.513672
	Iteration 23Q: 3 clusters Score -7350894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7350910.000000 Penalty: 5484.513672
	Iteration 24Q: 3 clusters Score -7350910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7350914.500000 Penalty: 5484.513672
	Iteration 25Q: 3 clusters Score -7350914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7350925.500000 Penalty: 5484.513672
	Iteration 26Q: 3 clusters Score -7350926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7350925.000000 Penalty: 5484.513672
	Iteration 27Q: 3 clusters Score -7350925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7350933.500000 Penalty: 5484.513672
	Iteration 28Q: 3 clusters Score -7350934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7350937.000000 Penalty: 5484.513672
	Iteration 29Q: 3 clusters Score -7350937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7350942.500000 Penalty: 5484.513672
	Iteration 30Q: 3 clusters Score -7350942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7350938.500000 Penalty: 5484.513672
	Iteration 31Q: 3 clusters Score -7350938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7350941.000000 Penalty: 5484.513672
	Iteration 32Q: 3 clusters Score -7350941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62518 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7350941.000000 Penalty: 5484.513672
	Iteration 33F: 3 clusters Score -7350941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Entering Unmasked Estep 
Score: -1340206.125000 Penalty: 2322.039307
	Iteration 0F: 2 clusters Score -1340206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1331548.000000 Penalty: 4644.078613
	Iteration 0F: 3 clusters Score -1331548 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1334092.125000 Penalty: 4644.078613
	Iteration 1F: 3 clusters Score -1334092 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1334392.500000 Penalty: 4644.078613
	Iteration 2F: 3 clusters Score -1334392 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1334616.375000 Penalty: 4644.078613
	Iteration 3F: 3 clusters Score -1334616 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1334791.750000 Penalty: 4644.078613
	Iteration 4Q: 3 clusters Score -1334792 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1334954.625000 Penalty: 4644.078613
	Iteration 5Q: 3 clusters Score -1334955 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1335093.875000 Penalty: 4644.078613
	Iteration 6Q: 3 clusters Score -1335094 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1335204.125000 Penalty: 4644.078613
	Iteration 7Q: 3 clusters Score -1335204 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1335319.125000 Penalty: 4644.078613
	Iteration 8Q: 3 clusters Score -1335319 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1335434.625000 Penalty: 4644.078613
	Iteration 9Q: 3 clusters Score -1335435 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1335558.750000 Penalty: 4644.078613
	Iteration 10Q: 3 clusters Score -1335559 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1335720.500000 Penalty: 4644.078613
	Iteration 11Q: 3 clusters Score -1335720 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1335916.625000 Penalty: 4644.078613
	Iteration 12Q: 3 clusters Score -1335917 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1336142.500000 Penalty: 4644.078613
	Iteration 13Q: 3 clusters Score -1336142 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1336396.000000 Penalty: 4644.078613
	Iteration 14Q: 3 clusters Score -1336396 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1336705.375000 Penalty: 4644.078613
	Iteration 15Q: 3 clusters Score -1336705 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1337045.875000 Penalty: 4644.078613
	Iteration 16Q: 3 clusters Score -1337046 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1337378.625000 Penalty: 4644.078613
	Iteration 17Q: 3 clusters Score -1337379 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1337617.250000 Penalty: 4644.078613
	Iteration 18Q: 3 clusters Score -1337617 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1337808.625000 Penalty: 4644.078613
	Iteration 19Q: 3 clusters Score -1337809 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1337951.125000 Penalty: 4644.078613
	Iteration 20F: 3 clusters Score -1337951 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1338053.125000 Penalty: 4644.078613
	Iteration 21Q: 3 clusters Score -1338053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1338104.625000 Penalty: 4644.078613
	Iteration 22Q: 3 clusters Score -1338105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1338142.250000 Penalty: 4644.078613
	Iteration 23Q: 3 clusters Score -1338142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1338163.750000 Penalty: 4644.078613
	Iteration 24Q: 3 clusters Score -1338164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1338179.375000 Penalty: 4644.078613
	Iteration 25Q: 3 clusters Score -1338179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1338187.375000 Penalty: 4644.078613
	Iteration 26Q: 3 clusters Score -1338187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1338200.375000 Penalty: 4644.078613
	Iteration 27Q: 3 clusters Score -1338200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1338206.375000 Penalty: 4644.078613
	Iteration 28Q: 3 clusters Score -1338206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1338215.500000 Penalty: 4644.078613
	Iteration 29Q: 3 clusters Score -1338216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1338225.125000 Penalty: 4644.078613
	Iteration 30Q: 3 clusters Score -1338225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1338230.500000 Penalty: 4644.078613
	Iteration 31Q: 3 clusters Score -1338230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1338234.750000 Penalty: 4644.078613
	Iteration 32Q: 3 clusters Score -1338235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1338238.125000 Penalty: 4644.078613
	Iteration 33Q: 3 clusters Score -1338238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1338238.750000 Penalty: 4644.078613
	Iteration 34Q: 3 clusters Score -1338239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1338240.375000 Penalty: 4644.078613
	Iteration 35Q: 3 clusters Score -1338240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1338240.500000 Penalty: 4644.078613
	Iteration 36Q: 3 clusters Score -1338240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1338242.500000 Penalty: 4644.078613
	Iteration 37Q: 3 clusters Score -1338242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1338242.375000 Penalty: 4644.078613
	Iteration 38Q: 3 clusters Score -1338242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1338242.375000 Penalty: 4644.078613
	Iteration 39F: 3 clusters Score -1338242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Entering Unmasked Estep 
Score: -5115642.500000 Penalty: 2674.993164
	Iteration 0F: 2 clusters Score -5115642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -5083030.000000 Penalty: 5349.986328
	Iteration 0F: 3 clusters Score -5083030 nChanged 22443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -5095872.500000 Penalty: 5349.986328
	Iteration 1F: 3 clusters Score -5095872 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -5097333.000000 Penalty: 5349.986328
	Iteration 2F: 3 clusters Score -5097333 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5099117.500000 Penalty: 5349.986328
	Iteration 3F: 3 clusters Score -5099118 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -5100827.500000 Penalty: 5349.986328
	Iteration 4F: 3 clusters Score -5100828 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5102467.000000 Penalty: 5349.986328
	Iteration 5F: 3 clusters Score -5102467 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5103962.500000 Penalty: 5349.986328
	Iteration 6F: 3 clusters Score -5103962 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5105253.500000 Penalty: 5349.986328
	Iteration 7F: 3 clusters Score -5105254 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -5106201.500000 Penalty: 5349.986328
	Iteration 8Q: 3 clusters Score -5106202 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -5106932.500000 Penalty: 5349.986328
	Iteration 9Q: 3 clusters Score -5106932 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5107450.500000 Penalty: 5349.986328
	Iteration 10Q: 3 clusters Score -5107450 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5107841.500000 Penalty: 5349.986328
	Iteration 11Q: 3 clusters Score -5107842 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5108157.000000 Penalty: 5349.986328
	Iteration 12Q: 3 clusters Score -5108157 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -5108367.500000 Penalty: 5349.986328
	Iteration 13Q: 3 clusters Score -5108368 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -5108590.500000 Penalty: 5349.986328
	Iteration 14Q: 3 clusters Score -5108590 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -5108790.000000 Penalty: 5349.986328
	Iteration 15Q: 3 clusters Score -5108790 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -5109017.500000 Penalty: 5349.986328
	Iteration 16Q: 3 clusters Score -5109018 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -5109206.500000 Penalty: 5349.986328
	Iteration 17Q: 3 clusters Score -5109206 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -5109421.500000 Penalty: 5349.986328
	Iteration 18Q: 3 clusters Score -5109422 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -5109663.000000 Penalty: 5349.986328
	Iteration 19Q: 3 clusters Score -5109663 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -5109917.000000 Penalty: 5349.986328
	Iteration 20F: 3 clusters Score -5109917 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5110171.000000 Penalty: 5349.986328
	Iteration 21Q: 3 clusters Score -5110171 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5110431.500000 Penalty: 5349.986328
	Iteration 22Q: 3 clusters Score -5110432 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5110728.000000 Penalty: 5349.986328
	Iteration 23Q: 3 clusters Score -5110728 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -5111052.000000 Penalty: 5349.986328
	Iteration 24Q: 3 clusters Score -5111052 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -5111400.000000 Penalty: 5349.986328
	Iteration 25Q: 3 clusters Score -5111400 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5111763.500000 Penalty: 5349.986328
	Iteration 26Q: 3 clusters Score -5111764 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -5112157.500000 Penalty: 5349.986328
	Iteration 27Q: 3 clusters Score -5112158 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5112565.500000 Penalty: 5349.986328
	Iteration 28Q: 3 clusters Score -5112566 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -5112839.500000 Penalty: 5349.986328
	Iteration 29Q: 3 clusters Score -5112840 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -5113105.500000 Penalty: 5349.986328
	Iteration 30Q: 3 clusters Score -5113106 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5113374.000000 Penalty: 5349.986328
	Iteration 31Q: 3 clusters Score -5113374 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -5113559.500000 Penalty: 5349.986328
	Iteration 32Q: 3 clusters Score -5113560 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -5113752.000000 Penalty: 5349.986328
	Iteration 33Q: 3 clusters Score -5113752 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -5113853.500000 Penalty: 5349.986328
	Iteration 34Q: 3 clusters Score -5113854 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -5113913.000000 Penalty: 5349.986328
	Iteration 35Q: 3 clusters Score -5113913 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -5113960.500000 Penalty: 5349.986328
	Iteration 36Q: 3 clusters Score -5113960 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -5113991.000000 Penalty: 5349.986328
	Iteration 37Q: 3 clusters Score -5113991 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -5114012.500000 Penalty: 5349.986328
	Iteration 38Q: 3 clusters Score -5114012 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -5114044.000000 Penalty: 5349.986328
	Iteration 39Q: 3 clusters Score -5114044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -5114057.500000 Penalty: 5349.986328
	Iteration 40F: 3 clusters Score -5114058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -5114087.000000 Penalty: 5349.986328
	Iteration 41Q: 3 clusters Score -5114087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -5114115.000000 Penalty: 5349.986328
	Iteration 42Q: 3 clusters Score -5114115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -5114120.000000 Penalty: 5349.986328
	Iteration 43Q: 3 clusters Score -5114120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -5114131.500000 Penalty: 5349.986328
	Iteration 44Q: 3 clusters Score -5114132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5114139.000000 Penalty: 5349.986328
	Iteration 45Q: 3 clusters Score -5114139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -5114143.500000 Penalty: 5349.986328
	Iteration 46Q: 3 clusters Score -5114144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5114155.000000 Penalty: 5349.986328
	Iteration 47Q: 3 clusters Score -5114155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5114150.000000 Penalty: 5349.986328
	Iteration 48Q: 3 clusters Score -5114150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5114158.000000 Penalty: 5349.986328
	Iteration 49Q: 3 clusters Score -5114158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -5114173.500000 Penalty: 5349.986328
	Iteration 50Q: 3 clusters Score -5114174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -5114179.000000 Penalty: 5349.986328
	Iteration 51Q: 3 clusters Score -5114179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -5114180.500000 Penalty: 5349.986328
	Iteration 52Q: 3 clusters Score -5114180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -5114188.000000 Penalty: 5349.986328
	Iteration 53Q: 3 clusters Score -5114188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -5114188.500000 Penalty: 5349.986328
	Iteration 54Q: 3 clusters Score -5114188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -5114189.000000 Penalty: 5349.986328
	Iteration 55Q: 3 clusters Score -5114189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -5114189.500000 Penalty: 5349.986328
	Iteration 56Q: 3 clusters Score -5114190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -5114192.000000 Penalty: 5349.986328
	Iteration 57Q: 3 clusters Score -5114192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -5114184.000000 Penalty: 5349.986328
	Iteration 58Q: 3 clusters Score -5114184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5114188.500000 Penalty: 5349.986328
	Iteration 59Q: 3 clusters Score -5114188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5114187.500000 Penalty: 5349.986328
	Iteration 60F: 3 clusters Score -5114188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5114185.500000 Penalty: 5349.986328
	Iteration 61Q: 3 clusters Score -5114186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5114185.500000 Penalty: 5349.986328
	Iteration 62F: 3 clusters Score -5114186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182926 members 
Entering Unmasked Estep 
Score: -21177738.000000 Penalty: 3004.975586
	Iteration 0F: 2 clusters Score -2.117774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -21056090.000000 Penalty: 6009.951172
	Iteration 0F: 3 clusters Score -2.105609e+07 nChanged 88240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91278 members 
Mstep: Class 2 contains 91648 members 
Entering Unmasked Estep 
Score: -21107750.000000 Penalty: 6009.951172
	Iteration 1F: 3 clusters Score -2.110775e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -21109082.000000 Penalty: 6009.951172
	Iteration 2Q: 3 clusters Score -2.110908e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90820 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -21110608.000000 Penalty: 6009.951172
	Iteration 3Q: 3 clusters Score -2.111061e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -21112572.000000 Penalty: 6009.951172
	Iteration 4Q: 3 clusters Score -2.111257e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -21114642.000000 Penalty: 6009.951172
	Iteration 5Q: 3 clusters Score -2.111464e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -21117166.000000 Penalty: 6009.951172
	Iteration 6Q: 3 clusters Score -2.111717e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -21119782.000000 Penalty: 6009.951172
	Iteration 7Q: 3 clusters Score -2.111978e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 89577 members 
Entering Unmasked Estep 
Score: -21123342.000000 Penalty: 6009.951172
	Iteration 8Q: 3 clusters Score -2.112334e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95750 members 
Mstep: Class 2 contains 87176 members 
Entering Unmasked Estep 
Score: -21128176.000000 Penalty: 6009.951172
	Iteration 9Q: 3 clusters Score -2.112818e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99008 members 
Mstep: Class 2 contains 83918 members 
Entering Unmasked Estep 
Score: -21134816.000000 Penalty: 6009.951172
	Iteration 10F: 3 clusters Score -2.113482e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -21142178.000000 Penalty: 6009.951172
	Iteration 11F: 3 clusters Score -2.114218e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105674 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -21147296.000000 Penalty: 6009.951172
	Iteration 12F: 3 clusters Score -2.11473e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108148 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -21149934.000000 Penalty: 6009.951172
	Iteration 13Q: 3 clusters Score -2.114993e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110495 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -21151272.000000 Penalty: 6009.951172
	Iteration 14Q: 3 clusters Score -2.115127e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112792 members 
Mstep: Class 2 contains 70134 members 
Entering Unmasked Estep 
Score: -21152152.000000 Penalty: 6009.951172
	Iteration 15Q: 3 clusters Score -2.115215e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115109 members 
Mstep: Class 2 contains 67817 members 
Entering Unmasked Estep 
Score: -21152860.000000 Penalty: 6009.951172
	Iteration 16Q: 3 clusters Score -2.115286e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 65471 members 
Entering Unmasked Estep 
Score: -21153532.000000 Penalty: 6009.951172
	Iteration 17Q: 3 clusters Score -2.115353e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119866 members 
Mstep: Class 2 contains 63060 members 
Entering Unmasked Estep 
Score: -21154286.000000 Penalty: 6009.951172
	Iteration 18Q: 3 clusters Score -2.115429e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122281 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -21155078.000000 Penalty: 6009.951172
	Iteration 19Q: 3 clusters Score -2.115508e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124764 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -21155966.000000 Penalty: 6009.951172
	Iteration 20F: 3 clusters Score -2.115597e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -21156720.000000 Penalty: 6009.951172
	Iteration 21Q: 3 clusters Score -2.115672e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -21157414.000000 Penalty: 6009.951172
	Iteration 22Q: 3 clusters Score -2.115741e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132286 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -21158272.000000 Penalty: 6009.951172
	Iteration 23Q: 3 clusters Score -2.115827e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134853 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -21159140.000000 Penalty: 6009.951172
	Iteration 24Q: 3 clusters Score -2.115914e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137542 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -21159938.000000 Penalty: 6009.951172
	Iteration 25Q: 3 clusters Score -2.115994e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140326 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -21160736.000000 Penalty: 6009.951172
	Iteration 26Q: 3 clusters Score -2.116074e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -21161560.000000 Penalty: 6009.951172
	Iteration 27Q: 3 clusters Score -2.116156e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -21162574.000000 Penalty: 6009.951172
	Iteration 28Q: 3 clusters Score -2.116257e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148582 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -21163576.000000 Penalty: 6009.951172
	Iteration 29Q: 3 clusters Score -2.116358e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -21164560.000000 Penalty: 6009.951172
	Iteration 30Q: 3 clusters Score -2.116456e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -21165440.000000 Penalty: 6009.951172
	Iteration 31Q: 3 clusters Score -2.116544e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -21166428.000000 Penalty: 6009.951172
	Iteration 32Q: 3 clusters Score -2.116643e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -21167432.000000 Penalty: 6009.951172
	Iteration 33Q: 3 clusters Score -2.116743e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161935 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -21168418.000000 Penalty: 6009.951172
	Iteration 34Q: 3 clusters Score -2.116842e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164384 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -21169472.000000 Penalty: 6009.951172
	Iteration 35Q: 3 clusters Score -2.116947e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -21170376.000000 Penalty: 6009.951172
	Iteration 36Q: 3 clusters Score -2.117038e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -21171192.000000 Penalty: 6009.951172
	Iteration 37Q: 3 clusters Score -2.117119e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170686 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -21171984.000000 Penalty: 6009.951172
	Iteration 38Q: 3 clusters Score -2.117198e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172406 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -21172568.000000 Penalty: 6009.951172
	Iteration 39Q: 3 clusters Score -2.117257e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -21173182.000000 Penalty: 6009.951172
	Iteration 40F: 3 clusters Score -2.117318e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175106 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -21173650.000000 Penalty: 6009.951172
	Iteration 41Q: 3 clusters Score -2.117365e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176129 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -21174090.000000 Penalty: 6009.951172
	Iteration 42Q: 3 clusters Score -2.117409e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176951 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -21174332.000000 Penalty: 6009.951172
	Iteration 43Q: 3 clusters Score -2.117433e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177622 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -21174510.000000 Penalty: 6009.951172
	Iteration 44Q: 3 clusters Score -2.117451e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178181 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -21174662.000000 Penalty: 6009.951172
	Iteration 45Q: 3 clusters Score -2.117466e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178638 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -21174800.000000 Penalty: 6009.951172
	Iteration 46Q: 3 clusters Score -2.11748e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -21174934.000000 Penalty: 6009.951172
	Iteration 47Q: 3 clusters Score -2.117493e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179345 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -21175030.000000 Penalty: 6009.951172
	Iteration 48Q: 3 clusters Score -2.117503e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179624 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -21175116.000000 Penalty: 6009.951172
	Iteration 49Q: 3 clusters Score -2.117512e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179853 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -21175160.000000 Penalty: 6009.951172
	Iteration 50Q: 3 clusters Score -2.117516e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180038 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21175200.000000 Penalty: 6009.951172
	Iteration 51Q: 3 clusters Score -2.11752e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180186 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -21175262.000000 Penalty: 6009.951172
	Iteration 52Q: 3 clusters Score -2.117526e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180317 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -21175340.000000 Penalty: 6009.951172
	Iteration 53Q: 3 clusters Score -2.117534e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180423 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21175380.000000 Penalty: 6009.951172
	Iteration 54Q: 3 clusters Score -2.117538e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180514 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21175374.000000 Penalty: 6009.951172
	Iteration 55Q: 3 clusters Score -2.117537e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -21175354.000000 Penalty: 6009.951172
	Iteration 56Q: 3 clusters Score -2.117535e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180650 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21175362.000000 Penalty: 6009.951172
	Iteration 57Q: 3 clusters Score -2.117536e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180702 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -21175390.000000 Penalty: 6009.951172
	Iteration 58Q: 3 clusters Score -2.117539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180739 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -21175394.000000 Penalty: 6009.951172
	Iteration 59Q: 3 clusters Score -2.117539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180771 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -21175446.000000 Penalty: 6009.951172
	Iteration 60F: 3 clusters Score -2.117545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180799 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -21175450.000000 Penalty: 6009.951172
	Iteration 61Q: 3 clusters Score -2.117545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180828 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21175436.000000 Penalty: 6009.951172
	Iteration 62Q: 3 clusters Score -2.117544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180868 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -21175436.000000 Penalty: 6009.951172
	Iteration 63Q: 3 clusters Score -2.117544e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180909 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21175456.000000 Penalty: 6009.951172
	Iteration 64Q: 3 clusters Score -2.117546e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180947 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -21175456.000000 Penalty: 6009.951172
	Iteration 65Q: 3 clusters Score -2.117546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180969 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21175470.000000 Penalty: 6009.951172
	Iteration 66Q: 3 clusters Score -2.117547e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180997 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -21175492.000000 Penalty: 6009.951172
	Iteration 67Q: 3 clusters Score -2.117549e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181016 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21175512.000000 Penalty: 6009.951172
	Iteration 68Q: 3 clusters Score -2.117551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181035 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21175522.000000 Penalty: 6009.951172
	Iteration 69Q: 3 clusters Score -2.117552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -21175516.000000 Penalty: 6009.951172
	Iteration 70Q: 3 clusters Score -2.117552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181070 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21175504.000000 Penalty: 6009.951172
	Iteration 71Q: 3 clusters Score -2.11755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21175502.000000 Penalty: 6009.951172
	Iteration 72Q: 3 clusters Score -2.11755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181101 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21175496.000000 Penalty: 6009.951172
	Iteration 73Q: 3 clusters Score -2.11755e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181110 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -21175496.000000 Penalty: 6009.951172
	Iteration 74Q: 3 clusters Score -2.11755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181115 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -21175486.000000 Penalty: 6009.951172
	Iteration 75Q: 3 clusters Score -2.117549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21175498.000000 Penalty: 6009.951172
	Iteration 76Q: 3 clusters Score -2.11755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181132 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21175484.000000 Penalty: 6009.951172
	Iteration 77Q: 3 clusters Score -2.117548e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181138 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -21175490.000000 Penalty: 6009.951172
	Iteration 78Q: 3 clusters Score -2.117549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181144 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21175498.000000 Penalty: 6009.951172
	Iteration 79Q: 3 clusters Score -2.11755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181149 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21175504.000000 Penalty: 6009.951172
	Iteration 80F: 3 clusters Score -2.11755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181151 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -21175498.000000 Penalty: 6009.951172
	Iteration 81Q: 3 clusters Score -2.11755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181154 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -21175500.000000 Penalty: 6009.951172
	Iteration 82Q: 3 clusters Score -2.11755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181158 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -21175482.000000 Penalty: 6009.951172
	Iteration 83Q: 3 clusters Score -2.117548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -21175478.000000 Penalty: 6009.951172
	Iteration 84Q: 3 clusters Score -2.117548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -21175478.000000 Penalty: 6009.951172
	Iteration 85Q: 3 clusters Score -2.117548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21175472.000000 Penalty: 6009.951172
	Iteration 86Q: 3 clusters Score -2.117547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181160 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21175482.000000 Penalty: 6009.951172
	Iteration 87Q: 3 clusters Score -2.117548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181162 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -21175484.000000 Penalty: 6009.951172
	Iteration 88Q: 3 clusters Score -2.117548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181165 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -21175482.000000 Penalty: 6009.951172
	Iteration 89Q: 3 clusters Score -2.117548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181168 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -21175476.000000 Penalty: 6009.951172
	Iteration 90Q: 3 clusters Score -2.117548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181172 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -21175488.000000 Penalty: 6009.951172
	Iteration 91Q: 3 clusters Score -2.117549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181173 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -21175490.000000 Penalty: 6009.951172
	Iteration 92Q: 3 clusters Score -2.117549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181175 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -21175486.000000 Penalty: 6009.951172
	Iteration 93Q: 3 clusters Score -2.117549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181179 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -21175488.000000 Penalty: 6009.951172
	Iteration 94Q: 3 clusters Score -2.117549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181186 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -21175520.000000 Penalty: 6009.951172
	Iteration 95Q: 3 clusters Score -2.117552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -21175504.000000 Penalty: 6009.951172
	Iteration 96Q: 3 clusters Score -2.11755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181193 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -21175514.000000 Penalty: 6009.951172
	Iteration 97Q: 3 clusters Score -2.117551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181196 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -21175512.000000 Penalty: 6009.951172
	Iteration 98Q: 3 clusters Score -2.117551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21175522.000000 Penalty: 6009.951172
	Iteration 99Q: 3 clusters Score -2.117552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181198 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21175522.000000 Penalty: 6009.951172
	Iteration 100F: 3 clusters Score -2.117552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (187034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187034 members 
Entering Unmasked Estep 
Score: -21959990.000000 Penalty: 3010.483398
	Iteration 0F: 2 clusters Score -2.195999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 93765 members 
Entering Unmasked Estep 
Score: -21841470.000000 Penalty: 6020.966797
	Iteration 0F: 3 clusters Score -2.184147e+07 nChanged 89368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -21893546.000000 Penalty: 6020.966797
	Iteration 1F: 3 clusters Score -2.189355e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 99642 members 
Entering Unmasked Estep 
Score: -21894908.000000 Penalty: 6020.966797
	Iteration 2Q: 3 clusters Score -2.189491e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 103613 members 
Entering Unmasked Estep 
Score: -21896962.000000 Penalty: 6020.966797
	Iteration 3Q: 3 clusters Score -2.189696e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77348 members 
Mstep: Class 2 contains 109686 members 
Entering Unmasked Estep 
Score: -21900550.000000 Penalty: 6020.966797
	Iteration 4Q: 3 clusters Score -2.190055e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 118525 members 
Entering Unmasked Estep 
Score: -21906560.000000 Penalty: 6020.966797
	Iteration 5F: 3 clusters Score -2.190656e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 130620 members 
Entering Unmasked Estep 
Score: -21915794.000000 Penalty: 6020.966797
	Iteration 6F: 3 clusters Score -2.191579e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -21928120.000000 Penalty: 6020.966797
	Iteration 7F: 3 clusters Score -2.192812e+07 nChanged 14108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -21940126.000000 Penalty: 6020.966797
	Iteration 8F: 3 clusters Score -2.194013e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 168475 members 
Entering Unmasked Estep 
Score: -21948332.000000 Penalty: 6020.966797
	Iteration 9F: 3 clusters Score -2.194833e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 174709 members 
Entering Unmasked Estep 
Score: -21952624.000000 Penalty: 6020.966797
	Iteration 10Q: 3 clusters Score -2.195262e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 178023 members 
Entering Unmasked Estep 
Score: -21954644.000000 Penalty: 6020.966797
	Iteration 11Q: 3 clusters Score -2.195464e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -21955676.000000 Penalty: 6020.966797
	Iteration 12Q: 3 clusters Score -2.195568e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 180948 members 
Entering Unmasked Estep 
Score: -21956270.000000 Penalty: 6020.966797
	Iteration 13Q: 3 clusters Score -2.195627e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 181712 members 
Entering Unmasked Estep 
Score: -21956602.000000 Penalty: 6020.966797
	Iteration 14Q: 3 clusters Score -2.19566e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 182285 members 
Entering Unmasked Estep 
Score: -21956868.000000 Penalty: 6020.966797
	Iteration 15Q: 3 clusters Score -2.195687e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 182744 members 
Entering Unmasked Estep 
Score: -21957052.000000 Penalty: 6020.966797
	Iteration 16Q: 3 clusters Score -2.195705e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 183092 members 
Entering Unmasked Estep 
Score: -21957180.000000 Penalty: 6020.966797
	Iteration 17Q: 3 clusters Score -2.195718e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 183383 members 
Entering Unmasked Estep 
Score: -21957334.000000 Penalty: 6020.966797
	Iteration 18Q: 3 clusters Score -2.195733e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 183610 members 
Entering Unmasked Estep 
Score: -21957410.000000 Penalty: 6020.966797
	Iteration 19Q: 3 clusters Score -2.195741e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 183799 members 
Entering Unmasked Estep 
Score: -21957510.000000 Penalty: 6020.966797
	Iteration 20F: 3 clusters Score -2.195751e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 183951 members 
Entering Unmasked Estep 
Score: -21957530.000000 Penalty: 6020.966797
	Iteration 21Q: 3 clusters Score -2.195753e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 184062 members 
Entering Unmasked Estep 
Score: -21957562.000000 Penalty: 6020.966797
	Iteration 22Q: 3 clusters Score -2.195756e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 184159 members 
Entering Unmasked Estep 
Score: -21957614.000000 Penalty: 6020.966797
	Iteration 23Q: 3 clusters Score -2.195761e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 184245 members 
Entering Unmasked Estep 
Score: -21957678.000000 Penalty: 6020.966797
	Iteration 24Q: 3 clusters Score -2.195768e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 184298 members 
Entering Unmasked Estep 
Score: -21957704.000000 Penalty: 6020.966797
	Iteration 25Q: 3 clusters Score -2.19577e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 184341 members 
Entering Unmasked Estep 
Score: -21957694.000000 Penalty: 6020.966797
	Iteration 26Q: 3 clusters Score -2.195769e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 184378 members 
Entering Unmasked Estep 
Score: -21957712.000000 Penalty: 6020.966797
	Iteration 27Q: 3 clusters Score -2.195771e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 184399 members 
Entering Unmasked Estep 
Score: -21957722.000000 Penalty: 6020.966797
	Iteration 28Q: 3 clusters Score -2.195772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 184426 members 
Entering Unmasked Estep 
Score: -21957734.000000 Penalty: 6020.966797
	Iteration 29Q: 3 clusters Score -2.195773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 184448 members 
Entering Unmasked Estep 
Score: -21957724.000000 Penalty: 6020.966797
	Iteration 30Q: 3 clusters Score -2.195772e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 184473 members 
Entering Unmasked Estep 
Score: -21957762.000000 Penalty: 6020.966797
	Iteration 31Q: 3 clusters Score -2.195776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 184502 members 
Entering Unmasked Estep 
Score: -21957784.000000 Penalty: 6020.966797
	Iteration 32Q: 3 clusters Score -2.195778e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 184528 members 
Entering Unmasked Estep 
Score: -21957796.000000 Penalty: 6020.966797
	Iteration 33Q: 3 clusters Score -2.19578e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 184562 members 
Entering Unmasked Estep 
Score: -21957814.000000 Penalty: 6020.966797
	Iteration 34Q: 3 clusters Score -2.195781e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 184585 members 
Entering Unmasked Estep 
Score: -21957834.000000 Penalty: 6020.966797
	Iteration 35Q: 3 clusters Score -2.195783e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 184608 members 
Entering Unmasked Estep 
Score: -21957852.000000 Penalty: 6020.966797
	Iteration 36Q: 3 clusters Score -2.195785e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 184621 members 
Entering Unmasked Estep 
Score: -21957842.000000 Penalty: 6020.966797
	Iteration 37Q: 3 clusters Score -2.195784e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 184634 members 
Entering Unmasked Estep 
Score: -21957846.000000 Penalty: 6020.966797
	Iteration 38Q: 3 clusters Score -2.195785e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 184648 members 
Entering Unmasked Estep 
Score: -21957856.000000 Penalty: 6020.966797
	Iteration 39Q: 3 clusters Score -2.195786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 184664 members 
Entering Unmasked Estep 
Score: -21957848.000000 Penalty: 6020.966797
	Iteration 40F: 3 clusters Score -2.195785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 184683 members 
Entering Unmasked Estep 
Score: -21957842.000000 Penalty: 6020.966797
	Iteration 41Q: 3 clusters Score -2.195784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 184701 members 
Entering Unmasked Estep 
Score: -21957852.000000 Penalty: 6020.966797
	Iteration 42Q: 3 clusters Score -2.195785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 184715 members 
Entering Unmasked Estep 
Score: -21957830.000000 Penalty: 6020.966797
	Iteration 43Q: 3 clusters Score -2.195783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 184736 members 
Entering Unmasked Estep 
Score: -21957832.000000 Penalty: 6020.966797
	Iteration 44Q: 3 clusters Score -2.195783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 184749 members 
Entering Unmasked Estep 
Score: -21957848.000000 Penalty: 6020.966797
	Iteration 45Q: 3 clusters Score -2.195785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 184776 members 
Entering Unmasked Estep 
Score: -21957848.000000 Penalty: 6020.966797
	Iteration 46Q: 3 clusters Score -2.195785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 184793 members 
Entering Unmasked Estep 
Score: -21957858.000000 Penalty: 6020.966797
	Iteration 47Q: 3 clusters Score -2.195786e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 184810 members 
Entering Unmasked Estep 
Score: -21957870.000000 Penalty: 6020.966797
	Iteration 48Q: 3 clusters Score -2.195787e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 184815 members 
Entering Unmasked Estep 
Score: -21957870.000000 Penalty: 6020.966797
	Iteration 49Q: 3 clusters Score -2.195787e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 184832 members 
Entering Unmasked Estep 
Score: -21957920.000000 Penalty: 6020.966797
	Iteration 50Q: 3 clusters Score -2.195792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 184849 members 
Entering Unmasked Estep 
Score: -21957938.000000 Penalty: 6020.966797
	Iteration 51Q: 3 clusters Score -2.195794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 184865 members 
Entering Unmasked Estep 
Score: -21957936.000000 Penalty: 6020.966797
	Iteration 52Q: 3 clusters Score -2.195794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 184878 members 
Entering Unmasked Estep 
Score: -21957958.000000 Penalty: 6020.966797
	Iteration 53Q: 3 clusters Score -2.195796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 184905 members 
Entering Unmasked Estep 
Score: -21957968.000000 Penalty: 6020.966797
	Iteration 54Q: 3 clusters Score -2.195797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 184929 members 
Entering Unmasked Estep 
Score: -21957980.000000 Penalty: 6020.966797
	Iteration 55Q: 3 clusters Score -2.195798e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 184947 members 
Entering Unmasked Estep 
Score: -21957964.000000 Penalty: 6020.966797
	Iteration 56Q: 3 clusters Score -2.195796e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 184975 members 
Entering Unmasked Estep 
Score: -21957988.000000 Penalty: 6020.966797
	Iteration 57Q: 3 clusters Score -2.195799e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -21957996.000000 Penalty: 6020.966797
	Iteration 58Q: 3 clusters Score -2.1958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -21957986.000000 Penalty: 6020.966797
	Iteration 59Q: 3 clusters Score -2.195799e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 185055 members 
Entering Unmasked Estep 
Score: -21958012.000000 Penalty: 6020.966797
	Iteration 60F: 3 clusters Score -2.195801e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 185067 members 
Entering Unmasked Estep 
Score: -21958014.000000 Penalty: 6020.966797
	Iteration 61Q: 3 clusters Score -2.195801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 185078 members 
Entering Unmasked Estep 
Score: -21958046.000000 Penalty: 6020.966797
	Iteration 62Q: 3 clusters Score -2.195805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 185084 members 
Entering Unmasked Estep 
Score: -21958050.000000 Penalty: 6020.966797
	Iteration 63Q: 3 clusters Score -2.195805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 185085 members 
Entering Unmasked Estep 
Score: -21958044.000000 Penalty: 6020.966797
	Iteration 64Q: 3 clusters Score -2.195804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 185089 members 
Entering Unmasked Estep 
Score: -21958052.000000 Penalty: 6020.966797
	Iteration 65Q: 3 clusters Score -2.195805e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 185098 members 
Entering Unmasked Estep 
Score: -21958044.000000 Penalty: 6020.966797
	Iteration 66Q: 3 clusters Score -2.195804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 185101 members 
Entering Unmasked Estep 
Score: -21958052.000000 Penalty: 6020.966797
	Iteration 67Q: 3 clusters Score -2.195805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 185104 members 
Entering Unmasked Estep 
Score: -21958060.000000 Penalty: 6020.966797
	Iteration 68Q: 3 clusters Score -2.195806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 185101 members 
Entering Unmasked Estep 
Score: -21958054.000000 Penalty: 6020.966797
	Iteration 69Q: 3 clusters Score -2.195805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 185103 members 
Entering Unmasked Estep 
Score: -21958046.000000 Penalty: 6020.966797
	Iteration 70Q: 3 clusters Score -2.195805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 185105 members 
Entering Unmasked Estep 
Score: -21958046.000000 Penalty: 6020.966797
	Iteration 71Q: 3 clusters Score -2.195805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 185101 members 
Entering Unmasked Estep 
Score: -21958060.000000 Penalty: 6020.966797
	Iteration 72Q: 3 clusters Score -2.195806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 185100 members 
Entering Unmasked Estep 
Score: -21958052.000000 Penalty: 6020.966797
	Iteration 73Q: 3 clusters Score -2.195805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 185100 members 
Entering Unmasked Estep 
Score: -21958046.000000 Penalty: 6020.966797
	Iteration 74Q: 3 clusters Score -2.195805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 185103 members 
Entering Unmasked Estep 
Score: -21958052.000000 Penalty: 6020.966797
	Iteration 75Q: 3 clusters Score -2.195805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 185104 members 
Entering Unmasked Estep 
Score: -21958048.000000 Penalty: 6020.966797
	Iteration 76Q: 3 clusters Score -2.195805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 185103 members 
Entering Unmasked Estep 
Score: -21958052.000000 Penalty: 6020.966797
	Iteration 77Q: 3 clusters Score -2.195805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 185103 members 
Entering Unmasked Estep 
Score: -21958054.000000 Penalty: 6020.966797
	Iteration 78Q: 3 clusters Score -2.195805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 185104 members 
Entering Unmasked Estep 
Score: -21958044.000000 Penalty: 6020.966797
	Iteration 79Q: 3 clusters Score -2.195804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 185106 members 
Entering Unmasked Estep 
Score: -21958044.000000 Penalty: 6020.966797
	Iteration 80F: 3 clusters Score -2.195804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -21958060.000000 Penalty: 6020.966797
	Iteration 81Q: 3 clusters Score -2.195806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -21958054.000000 Penalty: 6020.966797
	Iteration 82Q: 3 clusters Score -2.195805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 185108 members 
Entering Unmasked Estep 
Score: -21958046.000000 Penalty: 6020.966797
	Iteration 83Q: 3 clusters Score -2.195805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 185107 members 
Entering Unmasked Estep 
Score: -21958056.000000 Penalty: 6020.966797
	Iteration 84Q: 3 clusters Score -2.195806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 185107 members 
Entering Unmasked Estep 
Score: -21958056.000000 Penalty: 6020.966797
	Iteration 85F: 3 clusters Score -2.195806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -85200.554688 Penalty: 1669.883667
	Iteration 0F: 2 clusters Score -85200.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83441.671875 Penalty: 3339.767334
	Iteration 0F: 3 clusters Score -83441.67 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83853.351562 Penalty: 3339.767334
	Iteration 1F: 3 clusters Score -83853.35 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84109.875000 Penalty: 3339.767334
	Iteration 2F: 3 clusters Score -84109.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -84331.273438 Penalty: 3339.767334
	Iteration 3F: 3 clusters Score -84331.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84536.445312 Penalty: 3339.767334
	Iteration 4F: 3 clusters Score -84536.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84837.468750 Penalty: 3339.767334
	Iteration 5F: 3 clusters Score -84837.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85570.539062 Penalty: 3339.767334
	Iteration 6F: 3 clusters Score -85570.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85738.179688 Penalty: 3339.767334
	Iteration 7Q: 3 clusters Score -85738.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85831.921875 Penalty: 3339.767334
	Iteration 8Q: 3 clusters Score -85831.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85933.367188 Penalty: 3339.767334
	Iteration 9Q: 3 clusters Score -85933.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -85962.351562 Penalty: 3339.767334
	Iteration 10Q: 3 clusters Score -85962.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85969.320312 Penalty: 3339.767334
	Iteration 11Q: 3 clusters Score -85969.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -85971.601562 Penalty: 3339.767334
	Iteration 12Q: 3 clusters Score -85971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85973.070312 Penalty: 3339.767334
	Iteration 13Q: 3 clusters Score -85973.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85974.257812 Penalty: 3339.767334
	Iteration 14Q: 3 clusters Score -85974.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -85974.257812 Penalty: 3339.767334
	Iteration 15F: 3 clusters Score -85974.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 48352 members 
Mstep: Class 4 contains 182926 members 
Mstep: Class 5 contains 187034 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 22120 members 
Mstep: Class 9 contains 23824 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 43961 members 
Mstep: Class 12 contains 9831 members 
Mstep: Class 13 contains 13448 members 
Mstep: Class 14 contains 98844 members 
Mstep: Class 15 contains 123015 members 
Mstep: Class 16 contains 199058 members 
Mstep: Class 17 contains 14438 members 
Mstep: Class 18 contains 74418 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 7265 members 
Mstep: Class 21 contains 204651 members 
Mstep: Class 22 contains 198733 members 
Mstep: Class 23 contains 26853 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 36973 members 
Mstep: Class 26 contains 7269 members 
Mstep: Class 27 contains 10998 members 
Mstep: Class 28 contains 101965 members 
Mstep: Class 29 contains 14493 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 172046 members 
Mstep: Class 33 contains 1334 members 
Mstep: Class 34 contains 14194 members 
Mstep: Class 35 contains 38289 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 544 members 
Entering Unmasked Estep 
Score: -225951856.000000 Penalty: 133191.765625
Splitting cluster 6 changes total score from -225952800.000000 to -225951856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Entering Unmasked Estep 
Score: -557452.625000 Penalty: 2123.417236
	Iteration 0F: 2 clusters Score -557452.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -552755.000000 Penalty: 4246.834473
	Iteration 0F: 3 clusters Score -552755 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -553965.437500 Penalty: 4246.834473
	Iteration 1F: 3 clusters Score -553965.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -554274.625000 Penalty: 4246.834473
	Iteration 2F: 3 clusters Score -554274.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -554465.937500 Penalty: 4246.834473
	Iteration 3F: 3 clusters Score -554465.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -554623.125000 Penalty: 4246.834473
	Iteration 4Q: 3 clusters Score -554623.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -554763.125000 Penalty: 4246.834473
	Iteration 5Q: 3 clusters Score -554763.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -554891.312500 Penalty: 4246.834473
	Iteration 6Q: 3 clusters Score -554891.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -554999.437500 Penalty: 4246.834473
	Iteration 7Q: 3 clusters Score -554999.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -555089.812500 Penalty: 4246.834473
	Iteration 8Q: 3 clusters Score -555089.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -555171.375000 Penalty: 4246.834473
	Iteration 9Q: 3 clusters Score -555171.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -555251.937500 Penalty: 4246.834473
	Iteration 10Q: 3 clusters Score -555251.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -555323.937500 Penalty: 4246.834473
	Iteration 11Q: 3 clusters Score -555323.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -555387.500000 Penalty: 4246.834473
	Iteration 12Q: 3 clusters Score -555387.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -555438.000000 Penalty: 4246.834473
	Iteration 13Q: 3 clusters Score -555438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -555486.875000 Penalty: 4246.834473
	Iteration 14Q: 3 clusters Score -555486.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -555523.187500 Penalty: 4246.834473
	Iteration 15Q: 3 clusters Score -555523.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -555556.125000 Penalty: 4246.834473
	Iteration 16Q: 3 clusters Score -555556.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -555591.500000 Penalty: 4246.834473
	Iteration 17Q: 3 clusters Score -555591.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -555623.750000 Penalty: 4246.834473
	Iteration 18Q: 3 clusters Score -555623.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -555653.625000 Penalty: 4246.834473
	Iteration 19Q: 3 clusters Score -555653.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -555681.125000 Penalty: 4246.834473
	Iteration 20F: 3 clusters Score -555681.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -555707.062500 Penalty: 4246.834473
	Iteration 21Q: 3 clusters Score -555707.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -555726.250000 Penalty: 4246.834473
	Iteration 22Q: 3 clusters Score -555726.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -555741.125000 Penalty: 4246.834473
	Iteration 23Q: 3 clusters Score -555741.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -555753.875000 Penalty: 4246.834473
	Iteration 24Q: 3 clusters Score -555753.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -555764.625000 Penalty: 4246.834473
	Iteration 25Q: 3 clusters Score -555764.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -555771.625000 Penalty: 4246.834473
	Iteration 26Q: 3 clusters Score -555771.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -555776.875000 Penalty: 4246.834473
	Iteration 27Q: 3 clusters Score -555776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -555779.750000 Penalty: 4246.834473
	Iteration 28Q: 3 clusters Score -555779.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -555782.750000 Penalty: 4246.834473
	Iteration 29Q: 3 clusters Score -555782.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -555787.375000 Penalty: 4246.834473
	Iteration 30Q: 3 clusters Score -555787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -555792.687500 Penalty: 4246.834473
	Iteration 31Q: 3 clusters Score -555792.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -555797.687500 Penalty: 4246.834473
	Iteration 32Q: 3 clusters Score -555797.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -555803.250000 Penalty: 4246.834473
	Iteration 33Q: 3 clusters Score -555803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -555807.312500 Penalty: 4246.834473
	Iteration 34Q: 3 clusters Score -555807.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -555814.625000 Penalty: 4246.834473
	Iteration 35Q: 3 clusters Score -555814.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -555819.500000 Penalty: 4246.834473
	Iteration 36Q: 3 clusters Score -555819.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -555826.375000 Penalty: 4246.834473
	Iteration 37Q: 3 clusters Score -555826.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -555831.937500 Penalty: 4246.834473
	Iteration 38Q: 3 clusters Score -555831.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -555840.187500 Penalty: 4246.834473
	Iteration 39Q: 3 clusters Score -555840.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -555846.500000 Penalty: 4246.834473
	Iteration 40F: 3 clusters Score -555846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -555852.250000 Penalty: 4246.834473
	Iteration 41Q: 3 clusters Score -555852.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -555859.000000 Penalty: 4246.834473
	Iteration 42Q: 3 clusters Score -555859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -555861.937500 Penalty: 4246.834473
	Iteration 43Q: 3 clusters Score -555861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -555865.250000 Penalty: 4246.834473
	Iteration 44Q: 3 clusters Score -555865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -555865.625000 Penalty: 4246.834473
	Iteration 45Q: 3 clusters Score -555865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -555868.187500 Penalty: 4246.834473
	Iteration 46Q: 3 clusters Score -555868.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -555869.250000 Penalty: 4246.834473
	Iteration 47Q: 3 clusters Score -555869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -555869.875000 Penalty: 4246.834473
	Iteration 48Q: 3 clusters Score -555869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -555870.812500 Penalty: 4246.834473
	Iteration 49Q: 3 clusters Score -555870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -555872.250000 Penalty: 4246.834473
	Iteration 50Q: 3 clusters Score -555872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -555873.062500 Penalty: 4246.834473
	Iteration 51Q: 3 clusters Score -555873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -555875.375000 Penalty: 4246.834473
	Iteration 52Q: 3 clusters Score -555875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -555876.000000 Penalty: 4246.834473
	Iteration 53Q: 3 clusters Score -555876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -555878.687500 Penalty: 4246.834473
	Iteration 54Q: 3 clusters Score -555878.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -555880.375000 Penalty: 4246.834473
	Iteration 55Q: 3 clusters Score -555880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -555882.125000 Penalty: 4246.834473
	Iteration 56Q: 3 clusters Score -555882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -555885.312500 Penalty: 4246.834473
	Iteration 57Q: 3 clusters Score -555885.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -555886.125000 Penalty: 4246.834473
	Iteration 58Q: 3 clusters Score -555886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -555887.937500 Penalty: 4246.834473
	Iteration 59Q: 3 clusters Score -555887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -555890.437500 Penalty: 4246.834473
	Iteration 60F: 3 clusters Score -555890.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -555894.312500 Penalty: 4246.834473
	Iteration 61Q: 3 clusters Score -555894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -555894.187500 Penalty: 4246.834473
	Iteration 62Q: 3 clusters Score -555894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -555896.187500 Penalty: 4246.834473
	Iteration 63Q: 3 clusters Score -555896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -555896.437500 Penalty: 4246.834473
	Iteration 64Q: 3 clusters Score -555896.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -555897.875000 Penalty: 4246.834473
	Iteration 65Q: 3 clusters Score -555897.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -555899.875000 Penalty: 4246.834473
	Iteration 66Q: 3 clusters Score -555899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -555900.562500 Penalty: 4246.834473
	Iteration 67Q: 3 clusters Score -555900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -555901.687500 Penalty: 4246.834473
	Iteration 68Q: 3 clusters Score -555901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -555902.562500 Penalty: 4246.834473
	Iteration 69Q: 3 clusters Score -555902.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -555903.437500 Penalty: 4246.834473
	Iteration 70Q: 3 clusters Score -555903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -555903.687500 Penalty: 4246.834473
	Iteration 71Q: 3 clusters Score -555903.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -555903.937500 Penalty: 4246.834473
	Iteration 72Q: 3 clusters Score -555903.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -555903.562500 Penalty: 4246.834473
	Iteration 73Q: 3 clusters Score -555903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -555903.562500 Penalty: 4246.834473
	Iteration 74F: 3 clusters Score -555903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Entering Unmasked Estep 
Score: -2589814.500000 Penalty: 2481.050781
	Iteration 0F: 2 clusters Score -2589814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2574226.250000 Penalty: 4962.101562
	Iteration 0F: 3 clusters Score -2574226 nChanged 9905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2579496.000000 Penalty: 4962.101562
	Iteration 1F: 3 clusters Score -2579496 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2579907.500000 Penalty: 4962.101562
	Iteration 2F: 3 clusters Score -2579908 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2580252.750000 Penalty: 4962.101562
	Iteration 3Q: 3 clusters Score -2580253 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2580550.500000 Penalty: 4962.101562
	Iteration 4Q: 3 clusters Score -2580550 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2580821.250000 Penalty: 4962.101562
	Iteration 5Q: 3 clusters Score -2580821 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2581097.000000 Penalty: 4962.101562
	Iteration 6Q: 3 clusters Score -2581097 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2581402.000000 Penalty: 4962.101562
	Iteration 7Q: 3 clusters Score -2581402 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2581799.750000 Penalty: 4962.101562
	Iteration 8Q: 3 clusters Score -2581800 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2582273.250000 Penalty: 4962.101562
	Iteration 9Q: 3 clusters Score -2582273 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2582824.250000 Penalty: 4962.101562
	Iteration 10Q: 3 clusters Score -2582824 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2583422.000000 Penalty: 4962.101562
	Iteration 11Q: 3 clusters Score -2583422 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2584044.000000 Penalty: 4962.101562
	Iteration 12Q: 3 clusters Score -2584044 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2584701.750000 Penalty: 4962.101562
	Iteration 13Q: 3 clusters Score -2584702 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2585394.500000 Penalty: 4962.101562
	Iteration 14Q: 3 clusters Score -2585394 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2586083.750000 Penalty: 4962.101562
	Iteration 15Q: 3 clusters Score -2586084 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2586594.500000 Penalty: 4962.101562
	Iteration 16Q: 3 clusters Score -2586594 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2586970.250000 Penalty: 4962.101562
	Iteration 17Q: 3 clusters Score -2586970 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2587245.250000 Penalty: 4962.101562
	Iteration 18Q: 3 clusters Score -2587245 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2587454.500000 Penalty: 4962.101562
	Iteration 19Q: 3 clusters Score -2587454 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2587611.750000 Penalty: 4962.101562
	Iteration 20F: 3 clusters Score -2587612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2587728.250000 Penalty: 4962.101562
	Iteration 21Q: 3 clusters Score -2587728 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2587798.000000 Penalty: 4962.101562
	Iteration 22Q: 3 clusters Score -2587798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2587843.750000 Penalty: 4962.101562
	Iteration 23Q: 3 clusters Score -2587844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2587892.500000 Penalty: 4962.101562
	Iteration 24Q: 3 clusters Score -2587892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2587910.250000 Penalty: 4962.101562
	Iteration 25Q: 3 clusters Score -2587910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2587927.500000 Penalty: 4962.101562
	Iteration 26Q: 3 clusters Score -2587928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2587935.500000 Penalty: 4962.101562
	Iteration 27Q: 3 clusters Score -2587936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2587957.250000 Penalty: 4962.101562
	Iteration 28Q: 3 clusters Score -2587957 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2587967.750000 Penalty: 4962.101562
	Iteration 29Q: 3 clusters Score -2587968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2587968.250000 Penalty: 4962.101562
	Iteration 30Q: 3 clusters Score -2587968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2587978.000000 Penalty: 4962.101562
	Iteration 31Q: 3 clusters Score -2587978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2587982.500000 Penalty: 4962.101562
	Iteration 32Q: 3 clusters Score -2587982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2587986.250000 Penalty: 4962.101562
	Iteration 33Q: 3 clusters Score -2587986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2587989.000000 Penalty: 4962.101562
	Iteration 34Q: 3 clusters Score -2587989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2587991.500000 Penalty: 4962.101562
	Iteration 35Q: 3 clusters Score -2587992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2587993.250000 Penalty: 4962.101562
	Iteration 36Q: 3 clusters Score -2587993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2587994.000000 Penalty: 4962.101562
	Iteration 37Q: 3 clusters Score -2587994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -2587995.250000 Penalty: 4962.101562
	Iteration 38Q: 3 clusters Score -2587995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2587994.500000 Penalty: 4962.101562
	Iteration 39Q: 3 clusters Score -2587994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2587998.000000 Penalty: 4962.101562
	Iteration 40F: 3 clusters Score -2587998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2587999.500000 Penalty: 4962.101562
	Iteration 41Q: 3 clusters Score -2588000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2588003.500000 Penalty: 4962.101562
	Iteration 42Q: 3 clusters Score -2588004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2588003.250000 Penalty: 4962.101562
	Iteration 43Q: 3 clusters Score -2588003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2588003.000000 Penalty: 4962.101562
	Iteration 44Q: 3 clusters Score -2588003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2588003.000000 Penalty: 4962.101562
	Iteration 45F: 3 clusters Score -2588003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Entering Unmasked Estep 
Score: -2734928.250000 Penalty: 2499.455322
	Iteration 0F: 2 clusters Score -2734928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2718458.250000 Penalty: 4998.910645
	Iteration 0F: 3 clusters Score -2718458 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2724029.000000 Penalty: 4998.910645
	Iteration 1F: 3 clusters Score -2724029 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2724472.000000 Penalty: 4998.910645
	Iteration 2F: 3 clusters Score -2724472 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2724903.000000 Penalty: 4998.910645
	Iteration 3Q: 3 clusters Score -2724903 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2725367.000000 Penalty: 4998.910645
	Iteration 4Q: 3 clusters Score -2725367 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2725870.750000 Penalty: 4998.910645
	Iteration 5Q: 3 clusters Score -2725871 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2726463.750000 Penalty: 4998.910645
	Iteration 6Q: 3 clusters Score -2726464 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2727157.500000 Penalty: 4998.910645
	Iteration 7Q: 3 clusters Score -2727158 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2727899.250000 Penalty: 4998.910645
	Iteration 8Q: 3 clusters Score -2727899 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2728645.500000 Penalty: 4998.910645
	Iteration 9Q: 3 clusters Score -2728646 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2729343.500000 Penalty: 4998.910645
	Iteration 10Q: 3 clusters Score -2729344 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2729997.250000 Penalty: 4998.910645
	Iteration 11Q: 3 clusters Score -2729997 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2730559.500000 Penalty: 4998.910645
	Iteration 12Q: 3 clusters Score -2730560 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2731001.250000 Penalty: 4998.910645
	Iteration 13Q: 3 clusters Score -2731001 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2731349.000000 Penalty: 4998.910645
	Iteration 14Q: 3 clusters Score -2731349 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2731635.250000 Penalty: 4998.910645
	Iteration 15Q: 3 clusters Score -2731635 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2731877.250000 Penalty: 4998.910645
	Iteration 16Q: 3 clusters Score -2731877 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2732053.750000 Penalty: 4998.910645
	Iteration 17Q: 3 clusters Score -2732054 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2732200.750000 Penalty: 4998.910645
	Iteration 18Q: 3 clusters Score -2732201 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2732342.500000 Penalty: 4998.910645
	Iteration 19Q: 3 clusters Score -2732342 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2732473.500000 Penalty: 4998.910645
	Iteration 20F: 3 clusters Score -2732474 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2732575.500000 Penalty: 4998.910645
	Iteration 21Q: 3 clusters Score -2732576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2732655.750000 Penalty: 4998.910645
	Iteration 22Q: 3 clusters Score -2732656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2732720.500000 Penalty: 4998.910645
	Iteration 23Q: 3 clusters Score -2732720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2732761.250000 Penalty: 4998.910645
	Iteration 24Q: 3 clusters Score -2732761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2732779.500000 Penalty: 4998.910645
	Iteration 25Q: 3 clusters Score -2732780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2732807.750000 Penalty: 4998.910645
	Iteration 26Q: 3 clusters Score -2732808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2732832.250000 Penalty: 4998.910645
	Iteration 27Q: 3 clusters Score -2732832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2732849.250000 Penalty: 4998.910645
	Iteration 28Q: 3 clusters Score -2732849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2732862.250000 Penalty: 4998.910645
	Iteration 29Q: 3 clusters Score -2732862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2732873.000000 Penalty: 4998.910645
	Iteration 30Q: 3 clusters Score -2732873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2732889.750000 Penalty: 4998.910645
	Iteration 31Q: 3 clusters Score -2732890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2732906.000000 Penalty: 4998.910645
	Iteration 32Q: 3 clusters Score -2732906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2732913.750000 Penalty: 4998.910645
	Iteration 33Q: 3 clusters Score -2732914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2732915.000000 Penalty: 4998.910645
	Iteration 34Q: 3 clusters Score -2732915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2732914.750000 Penalty: 4998.910645
	Iteration 35Q: 3 clusters Score -2732915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2732915.500000 Penalty: 4998.910645
	Iteration 36Q: 3 clusters Score -2732916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2732919.750000 Penalty: 4998.910645
	Iteration 37Q: 3 clusters Score -2732920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2732920.000000 Penalty: 4998.910645
	Iteration 38Q: 3 clusters Score -2732920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2732920.000000 Penalty: 4998.910645
	Iteration 39F: 3 clusters Score -2732920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Entering Unmasked Estep 
Score: -2814798.000000 Penalty: 2508.068848
	Iteration 0F: 2 clusters Score -2814798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2797670.250000 Penalty: 5016.137695
	Iteration 0F: 3 clusters Score -2797670 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2803603.000000 Penalty: 5016.137695
	Iteration 1F: 3 clusters Score -2803603 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2803987.750000 Penalty: 5016.137695
	Iteration 2Q: 3 clusters Score -2803988 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2804300.000000 Penalty: 5016.137695
	Iteration 3Q: 3 clusters Score -2804300 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2804554.000000 Penalty: 5016.137695
	Iteration 4Q: 3 clusters Score -2804554 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2804789.000000 Penalty: 5016.137695
	Iteration 5Q: 3 clusters Score -2804789 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2805047.000000 Penalty: 5016.137695
	Iteration 6Q: 3 clusters Score -2805047 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2805348.500000 Penalty: 5016.137695
	Iteration 7Q: 3 clusters Score -2805348 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2805719.750000 Penalty: 5016.137695
	Iteration 8Q: 3 clusters Score -2805720 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2806183.750000 Penalty: 5016.137695
	Iteration 9Q: 3 clusters Score -2806184 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2806858.750000 Penalty: 5016.137695
	Iteration 10Q: 3 clusters Score -2806859 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2807831.250000 Penalty: 5016.137695
	Iteration 11F: 3 clusters Score -2807831 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2808940.750000 Penalty: 5016.137695
	Iteration 12F: 3 clusters Score -2808941 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2809949.000000 Penalty: 5016.137695
	Iteration 13F: 3 clusters Score -2809949 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2810866.250000 Penalty: 5016.137695
	Iteration 14Q: 3 clusters Score -2810866 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2811522.250000 Penalty: 5016.137695
	Iteration 15Q: 3 clusters Score -2811522 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2811987.250000 Penalty: 5016.137695
	Iteration 16Q: 3 clusters Score -2811987 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2812289.250000 Penalty: 5016.137695
	Iteration 17Q: 3 clusters Score -2812289 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2812460.750000 Penalty: 5016.137695
	Iteration 18Q: 3 clusters Score -2812461 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2812600.750000 Penalty: 5016.137695
	Iteration 19Q: 3 clusters Score -2812601 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2812698.500000 Penalty: 5016.137695
	Iteration 20F: 3 clusters Score -2812698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2812759.750000 Penalty: 5016.137695
	Iteration 21Q: 3 clusters Score -2812760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2812801.000000 Penalty: 5016.137695
	Iteration 22Q: 3 clusters Score -2812801 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2812838.750000 Penalty: 5016.137695
	Iteration 23Q: 3 clusters Score -2812839 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2812872.750000 Penalty: 5016.137695
	Iteration 24Q: 3 clusters Score -2812873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2812897.750000 Penalty: 5016.137695
	Iteration 25Q: 3 clusters Score -2812898 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2812910.250000 Penalty: 5016.137695
	Iteration 26Q: 3 clusters Score -2812910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2812922.750000 Penalty: 5016.137695
	Iteration 27Q: 3 clusters Score -2812923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2812928.000000 Penalty: 5016.137695
	Iteration 28Q: 3 clusters Score -2812928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2812937.000000 Penalty: 5016.137695
	Iteration 29Q: 3 clusters Score -2812937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2812945.500000 Penalty: 5016.137695
	Iteration 30Q: 3 clusters Score -2812946 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2812950.500000 Penalty: 5016.137695
	Iteration 31Q: 3 clusters Score -2812950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2812960.500000 Penalty: 5016.137695
	Iteration 32Q: 3 clusters Score -2812960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2812962.250000 Penalty: 5016.137695
	Iteration 33Q: 3 clusters Score -2812962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2812962.750000 Penalty: 5016.137695
	Iteration 34Q: 3 clusters Score -2812963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2812963.750000 Penalty: 5016.137695
	Iteration 35Q: 3 clusters Score -2812964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2812961.500000 Penalty: 5016.137695
	Iteration 36Q: 3 clusters Score -2812962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2812968.500000 Penalty: 5016.137695
	Iteration 37Q: 3 clusters Score -2812968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2812971.500000 Penalty: 5016.137695
	Iteration 38Q: 3 clusters Score -2812972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2812972.500000 Penalty: 5016.137695
	Iteration 39Q: 3 clusters Score -2812972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2812979.500000 Penalty: 5016.137695
	Iteration 40F: 3 clusters Score -2812980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2812977.250000 Penalty: 5016.137695
	Iteration 41Q: 3 clusters Score -2812977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2812983.500000 Penalty: 5016.137695
	Iteration 42Q: 3 clusters Score -2812984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2812985.250000 Penalty: 5016.137695
	Iteration 43Q: 3 clusters Score -2812985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2812982.000000 Penalty: 5016.137695
	Iteration 44Q: 3 clusters Score -2812982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2812988.750000 Penalty: 5016.137695
	Iteration 45Q: 3 clusters Score -2812989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2812987.750000 Penalty: 5016.137695
	Iteration 46Q: 3 clusters Score -2812988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2812987.250000 Penalty: 5016.137695
	Iteration 47Q: 3 clusters Score -2812987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2812986.250000 Penalty: 5016.137695
	Iteration 48Q: 3 clusters Score -2812986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2812985.500000 Penalty: 5016.137695
	Iteration 49Q: 3 clusters Score -2812986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2812985.750000 Penalty: 5016.137695
	Iteration 50Q: 3 clusters Score -2812986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2812986.000000 Penalty: 5016.137695
	Iteration 51Q: 3 clusters Score -2812986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2812984.250000 Penalty: 5016.137695
	Iteration 52Q: 3 clusters Score -2812984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2812987.000000 Penalty: 5016.137695
	Iteration 53Q: 3 clusters Score -2812987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2812985.000000 Penalty: 5016.137695
	Iteration 54Q: 3 clusters Score -2812985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2812985.000000 Penalty: 5016.137695
	Iteration 55Q: 3 clusters Score -2812985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2812985.000000 Penalty: 5016.137695
	Iteration 56F: 3 clusters Score -2812985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Entering Unmasked Estep 
Score: -5086906.000000 Penalty: 2651.382324
	Iteration 0F: 2 clusters Score -5086906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -5057363.000000 Penalty: 5302.764648
	Iteration 0F: 3 clusters Score -5057363 nChanged 20130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5068392.500000 Penalty: 5302.764648
	Iteration 1F: 3 clusters Score -5068392 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5069096.000000 Penalty: 5302.764648
	Iteration 2Q: 3 clusters Score -5069096 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -5069937.000000 Penalty: 5302.764648
	Iteration 3Q: 3 clusters Score -5069937 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -5070863.000000 Penalty: 5302.764648
	Iteration 4Q: 3 clusters Score -5070863 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -5071912.000000 Penalty: 5302.764648
	Iteration 5F: 3 clusters Score -5071912 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -5073007.000000 Penalty: 5302.764648
	Iteration 6F: 3 clusters Score -5073007 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5074089.500000 Penalty: 5302.764648
	Iteration 7F: 3 clusters Score -5074090 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -5075079.000000 Penalty: 5302.764648
	Iteration 8Q: 3 clusters Score -5075079 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5076083.500000 Penalty: 5302.764648
	Iteration 9Q: 3 clusters Score -5076084 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5077117.000000 Penalty: 5302.764648
	Iteration 10Q: 3 clusters Score -5077117 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -5078217.500000 Penalty: 5302.764648
	Iteration 11Q: 3 clusters Score -5078218 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5079363.000000 Penalty: 5302.764648
	Iteration 12Q: 3 clusters Score -5079363 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -5080386.500000 Penalty: 5302.764648
	Iteration 13Q: 3 clusters Score -5080386 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -5081132.500000 Penalty: 5302.764648
	Iteration 14Q: 3 clusters Score -5081132 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -5081632.000000 Penalty: 5302.764648
	Iteration 15Q: 3 clusters Score -5081632 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -5082058.500000 Penalty: 5302.764648
	Iteration 16Q: 3 clusters Score -5082058 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -5082411.000000 Penalty: 5302.764648
	Iteration 17Q: 3 clusters Score -5082411 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -5082752.000000 Penalty: 5302.764648
	Iteration 18Q: 3 clusters Score -5082752 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -5083034.500000 Penalty: 5302.764648
	Iteration 19Q: 3 clusters Score -5083034 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5083275.500000 Penalty: 5302.764648
	Iteration 20F: 3 clusters Score -5083276 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -5083489.500000 Penalty: 5302.764648
	Iteration 21Q: 3 clusters Score -5083490 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5083660.500000 Penalty: 5302.764648
	Iteration 22Q: 3 clusters Score -5083660 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -5083808.500000 Penalty: 5302.764648
	Iteration 23Q: 3 clusters Score -5083808 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -5083929.500000 Penalty: 5302.764648
	Iteration 24Q: 3 clusters Score -5083930 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5084074.000000 Penalty: 5302.764648
	Iteration 25Q: 3 clusters Score -5084074 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5084197.500000 Penalty: 5302.764648
	Iteration 26Q: 3 clusters Score -5084198 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5084320.000000 Penalty: 5302.764648
	Iteration 27Q: 3 clusters Score -5084320 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -5084407.000000 Penalty: 5302.764648
	Iteration 28Q: 3 clusters Score -5084407 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -5084475.500000 Penalty: 5302.764648
	Iteration 29Q: 3 clusters Score -5084476 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -5084540.000000 Penalty: 5302.764648
	Iteration 30Q: 3 clusters Score -5084540 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -5084610.500000 Penalty: 5302.764648
	Iteration 31Q: 3 clusters Score -5084610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -5084665.000000 Penalty: 5302.764648
	Iteration 32Q: 3 clusters Score -5084665 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5084705.500000 Penalty: 5302.764648
	Iteration 33Q: 3 clusters Score -5084706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5084735.000000 Penalty: 5302.764648
	Iteration 34Q: 3 clusters Score -5084735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5084782.000000 Penalty: 5302.764648
	Iteration 35Q: 3 clusters Score -5084782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -5084810.500000 Penalty: 5302.764648
	Iteration 36Q: 3 clusters Score -5084810 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5084841.000000 Penalty: 5302.764648
	Iteration 37Q: 3 clusters Score -5084841 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -5084892.000000 Penalty: 5302.764648
	Iteration 38Q: 3 clusters Score -5084892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5084926.000000 Penalty: 5302.764648
	Iteration 39Q: 3 clusters Score -5084926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5084937.000000 Penalty: 5302.764648
	Iteration 40F: 3 clusters Score -5084937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -5084951.500000 Penalty: 5302.764648
	Iteration 41Q: 3 clusters Score -5084952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -5084978.000000 Penalty: 5302.764648
	Iteration 42Q: 3 clusters Score -5084978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5085015.000000 Penalty: 5302.764648
	Iteration 43Q: 3 clusters Score -5085015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5085035.500000 Penalty: 5302.764648
	Iteration 44Q: 3 clusters Score -5085036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5085058.500000 Penalty: 5302.764648
	Iteration 45Q: 3 clusters Score -5085058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -5085088.000000 Penalty: 5302.764648
	Iteration 46Q: 3 clusters Score -5085088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -5085117.500000 Penalty: 5302.764648
	Iteration 47Q: 3 clusters Score -5085118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -5085134.000000 Penalty: 5302.764648
	Iteration 48Q: 3 clusters Score -5085134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5085158.500000 Penalty: 5302.764648
	Iteration 49Q: 3 clusters Score -5085158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -5085175.500000 Penalty: 5302.764648
	Iteration 50Q: 3 clusters Score -5085176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5085190.000000 Penalty: 5302.764648
	Iteration 51Q: 3 clusters Score -5085190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5085220.000000 Penalty: 5302.764648
	Iteration 52Q: 3 clusters Score -5085220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -5085237.000000 Penalty: 5302.764648
	Iteration 53Q: 3 clusters Score -5085237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -5085249.000000 Penalty: 5302.764648
	Iteration 54Q: 3 clusters Score -5085249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -5085260.000000 Penalty: 5302.764648
	Iteration 55Q: 3 clusters Score -5085260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -5085268.000000 Penalty: 5302.764648
	Iteration 56Q: 3 clusters Score -5085268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -5085274.000000 Penalty: 5302.764648
	Iteration 57Q: 3 clusters Score -5085274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -5085278.000000 Penalty: 5302.764648
	Iteration 58Q: 3 clusters Score -5085278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5085275.000000 Penalty: 5302.764648
	Iteration 59Q: 3 clusters Score -5085275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -5085279.500000 Penalty: 5302.764648
	Iteration 60F: 3 clusters Score -5085280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -5085287.500000 Penalty: 5302.764648
	Iteration 61Q: 3 clusters Score -5085288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -5085298.500000 Penalty: 5302.764648
	Iteration 62Q: 3 clusters Score -5085298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -5085303.000000 Penalty: 5302.764648
	Iteration 63Q: 3 clusters Score -5085303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -5085305.000000 Penalty: 5302.764648
	Iteration 64Q: 3 clusters Score -5085305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -5085304.500000 Penalty: 5302.764648
	Iteration 65Q: 3 clusters Score -5085304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5085306.000000 Penalty: 5302.764648
	Iteration 66Q: 3 clusters Score -5085306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5085307.000000 Penalty: 5302.764648
	Iteration 67Q: 3 clusters Score -5085307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5085307.000000 Penalty: 5302.764648
	Iteration 68F: 3 clusters Score -5085307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Entering Unmasked Estep 
Score: -1091459.625000 Penalty: 2279.937256
	Iteration 0F: 2 clusters Score -1091460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1083934.250000 Penalty: 4559.874512
	Iteration 0F: 3 clusters Score -1083934 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1086290.750000 Penalty: 4559.874512
	Iteration 1F: 3 clusters Score -1086291 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1086689.750000 Penalty: 4559.874512
	Iteration 2F: 3 clusters Score -1086690 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1087016.125000 Penalty: 4559.874512
	Iteration 3F: 3 clusters Score -1087016 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1087255.750000 Penalty: 4559.874512
	Iteration 4F: 3 clusters Score -1087256 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1087406.250000 Penalty: 4559.874512
	Iteration 5Q: 3 clusters Score -1087406 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1087503.875000 Penalty: 4559.874512
	Iteration 6Q: 3 clusters Score -1087504 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1087571.625000 Penalty: 4559.874512
	Iteration 7Q: 3 clusters Score -1087572 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1087637.750000 Penalty: 4559.874512
	Iteration 8Q: 3 clusters Score -1087638 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1087696.750000 Penalty: 4559.874512
	Iteration 9Q: 3 clusters Score -1087697 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1087760.000000 Penalty: 4559.874512
	Iteration 10Q: 3 clusters Score -1087760 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1087807.625000 Penalty: 4559.874512
	Iteration 11Q: 3 clusters Score -1087808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1087854.125000 Penalty: 4559.874512
	Iteration 12Q: 3 clusters Score -1087854 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1087895.250000 Penalty: 4559.874512
	Iteration 13Q: 3 clusters Score -1087895 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1087938.625000 Penalty: 4559.874512
	Iteration 14Q: 3 clusters Score -1087939 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1087982.500000 Penalty: 4559.874512
	Iteration 15Q: 3 clusters Score -1087982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1088014.000000 Penalty: 4559.874512
	Iteration 16Q: 3 clusters Score -1088014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1088053.750000 Penalty: 4559.874512
	Iteration 17Q: 3 clusters Score -1088054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1088089.000000 Penalty: 4559.874512
	Iteration 18Q: 3 clusters Score -1088089 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1088114.000000 Penalty: 4559.874512
	Iteration 19Q: 3 clusters Score -1088114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1088146.875000 Penalty: 4559.874512
	Iteration 20F: 3 clusters Score -1088147 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1088184.625000 Penalty: 4559.874512
	Iteration 21Q: 3 clusters Score -1088185 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1088219.375000 Penalty: 4559.874512
	Iteration 22Q: 3 clusters Score -1088219 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1088258.750000 Penalty: 4559.874512
	Iteration 23Q: 3 clusters Score -1088259 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1088291.875000 Penalty: 4559.874512
	Iteration 24Q: 3 clusters Score -1088292 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1088323.000000 Penalty: 4559.874512
	Iteration 25Q: 3 clusters Score -1088323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1088351.750000 Penalty: 4559.874512
	Iteration 26Q: 3 clusters Score -1088352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1088373.375000 Penalty: 4559.874512
	Iteration 27Q: 3 clusters Score -1088373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1088393.125000 Penalty: 4559.874512
	Iteration 28Q: 3 clusters Score -1088393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1088412.250000 Penalty: 4559.874512
	Iteration 29Q: 3 clusters Score -1088412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1088437.750000 Penalty: 4559.874512
	Iteration 30Q: 3 clusters Score -1088438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1088459.375000 Penalty: 4559.874512
	Iteration 31Q: 3 clusters Score -1088459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1088478.000000 Penalty: 4559.874512
	Iteration 32Q: 3 clusters Score -1088478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1088495.625000 Penalty: 4559.874512
	Iteration 33Q: 3 clusters Score -1088496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1088513.625000 Penalty: 4559.874512
	Iteration 34Q: 3 clusters Score -1088514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1088541.500000 Penalty: 4559.874512
	Iteration 35Q: 3 clusters Score -1088542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1088558.000000 Penalty: 4559.874512
	Iteration 36Q: 3 clusters Score -1088558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1088576.000000 Penalty: 4559.874512
	Iteration 37Q: 3 clusters Score -1088576 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1088596.250000 Penalty: 4559.874512
	Iteration 38Q: 3 clusters Score -1088596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1088617.375000 Penalty: 4559.874512
	Iteration 39Q: 3 clusters Score -1088617 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1088646.000000 Penalty: 4559.874512
	Iteration 40F: 3 clusters Score -1088646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1088666.250000 Penalty: 4559.874512
	Iteration 41Q: 3 clusters Score -1088666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1088679.750000 Penalty: 4559.874512
	Iteration 42Q: 3 clusters Score -1088680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1088697.750000 Penalty: 4559.874512
	Iteration 43Q: 3 clusters Score -1088698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1088706.750000 Penalty: 4559.874512
	Iteration 44Q: 3 clusters Score -1088707 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1088718.750000 Penalty: 4559.874512
	Iteration 45Q: 3 clusters Score -1088719 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1088731.625000 Penalty: 4559.874512
	Iteration 46Q: 3 clusters Score -1088732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1088741.250000 Penalty: 4559.874512
	Iteration 47Q: 3 clusters Score -1088741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1088755.000000 Penalty: 4559.874512
	Iteration 48Q: 3 clusters Score -1088755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1088765.625000 Penalty: 4559.874512
	Iteration 49Q: 3 clusters Score -1088766 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1088778.625000 Penalty: 4559.874512
	Iteration 50Q: 3 clusters Score -1088779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1088789.750000 Penalty: 4559.874512
	Iteration 51Q: 3 clusters Score -1088790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1088794.625000 Penalty: 4559.874512
	Iteration 52Q: 3 clusters Score -1088795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1088803.000000 Penalty: 4559.874512
	Iteration 53Q: 3 clusters Score -1088803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1088810.125000 Penalty: 4559.874512
	Iteration 54Q: 3 clusters Score -1088810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1088819.125000 Penalty: 4559.874512
	Iteration 55Q: 3 clusters Score -1088819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1088831.625000 Penalty: 4559.874512
	Iteration 56Q: 3 clusters Score -1088832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1088840.750000 Penalty: 4559.874512
	Iteration 57Q: 3 clusters Score -1088841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1088855.875000 Penalty: 4559.874512
	Iteration 58Q: 3 clusters Score -1088856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1088866.875000 Penalty: 4559.874512
	Iteration 59Q: 3 clusters Score -1088867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1088876.375000 Penalty: 4559.874512
	Iteration 60F: 3 clusters Score -1088876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1088884.375000 Penalty: 4559.874512
	Iteration 61Q: 3 clusters Score -1088884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1088890.750000 Penalty: 4559.874512
	Iteration 62Q: 3 clusters Score -1088891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1088895.875000 Penalty: 4559.874512
	Iteration 63Q: 3 clusters Score -1088896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1088899.125000 Penalty: 4559.874512
	Iteration 64Q: 3 clusters Score -1088899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1088901.875000 Penalty: 4559.874512
	Iteration 65Q: 3 clusters Score -1088902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1088901.500000 Penalty: 4559.874512
	Iteration 66Q: 3 clusters Score -1088902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1088907.125000 Penalty: 4559.874512
	Iteration 67Q: 3 clusters Score -1088907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1088908.000000 Penalty: 4559.874512
	Iteration 68Q: 3 clusters Score -1088908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1088909.625000 Penalty: 4559.874512
	Iteration 69Q: 3 clusters Score -1088910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1088911.875000 Penalty: 4559.874512
	Iteration 70Q: 3 clusters Score -1088912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1088913.500000 Penalty: 4559.874512
	Iteration 71Q: 3 clusters Score -1088914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1088914.375000 Penalty: 4559.874512
	Iteration 72Q: 3 clusters Score -1088914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1088915.125000 Penalty: 4559.874512
	Iteration 73Q: 3 clusters Score -1088915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1088913.750000 Penalty: 4559.874512
	Iteration 74Q: 3 clusters Score -1088914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1088914.375000 Penalty: 4559.874512
	Iteration 75Q: 3 clusters Score -1088914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1088913.500000 Penalty: 4559.874512
	Iteration 76Q: 3 clusters Score -1088914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1088917.250000 Penalty: 4559.874512
	Iteration 77Q: 3 clusters Score -1088917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1088919.125000 Penalty: 4559.874512
	Iteration 78Q: 3 clusters Score -1088919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1088922.875000 Penalty: 4559.874512
	Iteration 79Q: 3 clusters Score -1088923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1088923.000000 Penalty: 4559.874512
	Iteration 80F: 3 clusters Score -1088923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1088925.750000 Penalty: 4559.874512
	Iteration 81Q: 3 clusters Score -1088926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1088926.500000 Penalty: 4559.874512
	Iteration 82Q: 3 clusters Score -1088926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1088926.750000 Penalty: 4559.874512
	Iteration 83Q: 3 clusters Score -1088927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1088931.000000 Penalty: 4559.874512
	Iteration 84Q: 3 clusters Score -1088931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1088931.000000 Penalty: 4559.874512
	Iteration 85Q: 3 clusters Score -1088931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1088933.125000 Penalty: 4559.874512
	Iteration 86Q: 3 clusters Score -1088933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1088931.375000 Penalty: 4559.874512
	Iteration 87Q: 3 clusters Score -1088931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1088931.750000 Penalty: 4559.874512
	Iteration 88Q: 3 clusters Score -1088932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1088934.750000 Penalty: 4559.874512
	Iteration 89Q: 3 clusters Score -1088935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1088937.500000 Penalty: 4559.874512
	Iteration 90Q: 3 clusters Score -1088938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1088937.625000 Penalty: 4559.874512
	Iteration 91Q: 3 clusters Score -1088938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1088939.125000 Penalty: 4559.874512
	Iteration 92Q: 3 clusters Score -1088939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1088938.625000 Penalty: 4559.874512
	Iteration 93Q: 3 clusters Score -1088939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1088938.000000 Penalty: 4559.874512
	Iteration 94Q: 3 clusters Score -1088938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1088938.125000 Penalty: 4559.874512
	Iteration 95Q: 3 clusters Score -1088938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1088937.875000 Penalty: 4559.874512
	Iteration 96Q: 3 clusters Score -1088938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1088937.875000 Penalty: 4559.874512
	Iteration 97F: 3 clusters Score -1088938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Entering Unmasked Estep 
Score: -1455904.625000 Penalty: 2357.633301
	Iteration 0F: 2 clusters Score -1455905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1446054.000000 Penalty: 4715.266602
	Iteration 0F: 3 clusters Score -1446054 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1449351.875000 Penalty: 4715.266602
	Iteration 1F: 3 clusters Score -1449352 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1450170.750000 Penalty: 4715.266602
	Iteration 2F: 3 clusters Score -1450171 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1451391.750000 Penalty: 4715.266602
	Iteration 3F: 3 clusters Score -1451392 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1452977.750000 Penalty: 4715.266602
	Iteration 4F: 3 clusters Score -1452978 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1454302.375000 Penalty: 4715.266602
	Iteration 5F: 3 clusters Score -1454302 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1455055.125000 Penalty: 4715.266602
	Iteration 6F: 3 clusters Score -1455055 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1455426.250000 Penalty: 4715.266602
	Iteration 7Q: 3 clusters Score -1455426 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1455563.375000 Penalty: 4715.266602
	Iteration 8Q: 3 clusters Score -1455563 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1455625.875000 Penalty: 4715.266602
	Iteration 9Q: 3 clusters Score -1455626 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1455662.500000 Penalty: 4715.266602
	Iteration 10Q: 3 clusters Score -1455662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1455679.375000 Penalty: 4715.266602
	Iteration 11Q: 3 clusters Score -1455679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1455695.500000 Penalty: 4715.266602
	Iteration 12Q: 3 clusters Score -1455696 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1455714.125000 Penalty: 4715.266602
	Iteration 13Q: 3 clusters Score -1455714 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1455730.875000 Penalty: 4715.266602
	Iteration 14Q: 3 clusters Score -1455731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1455749.000000 Penalty: 4715.266602
	Iteration 15Q: 3 clusters Score -1455749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1455760.750000 Penalty: 4715.266602
	Iteration 16Q: 3 clusters Score -1455761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1455759.500000 Penalty: 4715.266602
	Iteration 17Q: 3 clusters Score -1455760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1455760.875000 Penalty: 4715.266602
	Iteration 18Q: 3 clusters Score -1455761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1455766.000000 Penalty: 4715.266602
	Iteration 19Q: 3 clusters Score -1455766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1455765.625000 Penalty: 4715.266602
	Iteration 20F: 3 clusters Score -1455766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1455767.625000 Penalty: 4715.266602
	Iteration 21Q: 3 clusters Score -1455768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1455767.375000 Penalty: 4715.266602
	Iteration 22Q: 3 clusters Score -1455767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1455767.500000 Penalty: 4715.266602
	Iteration 23Q: 3 clusters Score -1455768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1455766.125000 Penalty: 4715.266602
	Iteration 24Q: 3 clusters Score -1455766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1455767.500000 Penalty: 4715.266602
	Iteration 25Q: 3 clusters Score -1455768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1455767.500000 Penalty: 4715.266602
	Iteration 26F: 3 clusters Score -1455768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98844 members 
Entering Unmasked Estep 
Score: -11582522.000000 Penalty: 2852.321777
	Iteration 0F: 2 clusters Score -1.158252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -11516862.000000 Penalty: 5704.643555
	Iteration 0F: 3 clusters Score -1.151686e+07 nChanged 46471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -11543437.000000 Penalty: 5704.643555
	Iteration 1F: 3 clusters Score -1.154344e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -11544808.000000 Penalty: 5704.643555
	Iteration 2Q: 3 clusters Score -1.154481e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -11547168.000000 Penalty: 5704.643555
	Iteration 3Q: 3 clusters Score -1.154717e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -11550394.000000 Penalty: 5704.643555
	Iteration 4F: 3 clusters Score -1.155039e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -11554200.000000 Penalty: 5704.643555
	Iteration 5F: 3 clusters Score -1.15542e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -11558044.000000 Penalty: 5704.643555
	Iteration 6F: 3 clusters Score -1.155804e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -11561130.000000 Penalty: 5704.643555
	Iteration 7F: 3 clusters Score -1.156113e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 70546 members 
Entering Unmasked Estep 
Score: -11563421.000000 Penalty: 5704.643555
	Iteration 8F: 3 clusters Score -1.156342e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -11565326.000000 Penalty: 5704.643555
	Iteration 9Q: 3 clusters Score -1.156533e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 76887 members 
Entering Unmasked Estep 
Score: -11566921.000000 Penalty: 5704.643555
	Iteration 10Q: 3 clusters Score -1.156692e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 80210 members 
Entering Unmasked Estep 
Score: -11568464.000000 Penalty: 5704.643555
	Iteration 11Q: 3 clusters Score -1.156846e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -11570251.000000 Penalty: 5704.643555
	Iteration 12Q: 3 clusters Score -1.157025e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -11572325.000000 Penalty: 5704.643555
	Iteration 13Q: 3 clusters Score -1.157232e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -11574200.000000 Penalty: 5704.643555
	Iteration 14Q: 3 clusters Score -1.15742e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -11576056.000000 Penalty: 5704.643555
	Iteration 15Q: 3 clusters Score -1.157606e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -11577554.000000 Penalty: 5704.643555
	Iteration 16Q: 3 clusters Score -1.157755e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -11578613.000000 Penalty: 5704.643555
	Iteration 17Q: 3 clusters Score -1.157861e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -11579240.000000 Penalty: 5704.643555
	Iteration 18Q: 3 clusters Score -1.157924e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -11579570.000000 Penalty: 5704.643555
	Iteration 19Q: 3 clusters Score -1.157957e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -11579771.000000 Penalty: 5704.643555
	Iteration 20F: 3 clusters Score -1.157977e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 97935 members 
Entering Unmasked Estep 
Score: -11579894.000000 Penalty: 5704.643555
	Iteration 21Q: 3 clusters Score -1.157989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -11579965.000000 Penalty: 5704.643555
	Iteration 22Q: 3 clusters Score -1.157996e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 98062 members 
Entering Unmasked Estep 
Score: -11580022.000000 Penalty: 5704.643555
	Iteration 23Q: 3 clusters Score -1.158002e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -11580084.000000 Penalty: 5704.643555
	Iteration 24Q: 3 clusters Score -1.158008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 98130 members 
Entering Unmasked Estep 
Score: -11580087.000000 Penalty: 5704.643555
	Iteration 25Q: 3 clusters Score -1.158009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 98151 members 
Entering Unmasked Estep 
Score: -11580092.000000 Penalty: 5704.643555
	Iteration 26Q: 3 clusters Score -1.158009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -11580119.000000 Penalty: 5704.643555
	Iteration 27Q: 3 clusters Score -1.158012e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -11580136.000000 Penalty: 5704.643555
	Iteration 28Q: 3 clusters Score -1.158014e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -11580163.000000 Penalty: 5704.643555
	Iteration 29Q: 3 clusters Score -1.158016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 98216 members 
Entering Unmasked Estep 
Score: -11580173.000000 Penalty: 5704.643555
	Iteration 30Q: 3 clusters Score -1.158017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -11580162.000000 Penalty: 5704.643555
	Iteration 31Q: 3 clusters Score -1.158016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 98224 members 
Entering Unmasked Estep 
Score: -11580166.000000 Penalty: 5704.643555
	Iteration 32Q: 3 clusters Score -1.158017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 98227 members 
Entering Unmasked Estep 
Score: -11580162.000000 Penalty: 5704.643555
	Iteration 33Q: 3 clusters Score -1.158016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 98232 members 
Entering Unmasked Estep 
Score: -11580174.000000 Penalty: 5704.643555
	Iteration 34Q: 3 clusters Score -1.158017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -11580163.000000 Penalty: 5704.643555
	Iteration 35Q: 3 clusters Score -1.158016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -11580167.000000 Penalty: 5704.643555
	Iteration 36Q: 3 clusters Score -1.158017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -11580177.000000 Penalty: 5704.643555
	Iteration 37Q: 3 clusters Score -1.158018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -11580180.000000 Penalty: 5704.643555
	Iteration 38Q: 3 clusters Score -1.158018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -11580179.000000 Penalty: 5704.643555
	Iteration 39Q: 3 clusters Score -1.158018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -11580177.000000 Penalty: 5704.643555
	Iteration 40F: 3 clusters Score -1.158018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (123015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Entering Unmasked Estep 
Score: -14332934.000000 Penalty: 2906.575195
	Iteration 0F: 2 clusters Score -1.433293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -14250649.000000 Penalty: 5813.150391
	Iteration 0F: 3 clusters Score -1.425065e+07 nChanged 58539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -14284732.000000 Penalty: 5813.150391
	Iteration 1F: 3 clusters Score -1.428473e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65260 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -14286205.000000 Penalty: 5813.150391
	Iteration 2Q: 3 clusters Score -1.42862e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -14288401.000000 Penalty: 5813.150391
	Iteration 3Q: 3 clusters Score -1.42884e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69294 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -14291162.000000 Penalty: 5813.150391
	Iteration 4Q: 3 clusters Score -1.429116e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -14294812.000000 Penalty: 5813.150391
	Iteration 5F: 3 clusters Score -1.429481e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -14299324.000000 Penalty: 5813.150391
	Iteration 6F: 3 clusters Score -1.429932e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -14304575.000000 Penalty: 5813.150391
	Iteration 7F: 3 clusters Score -1.430458e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -14309826.000000 Penalty: 5813.150391
	Iteration 8F: 3 clusters Score -1.430983e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -14314375.000000 Penalty: 5813.150391
	Iteration 9F: 3 clusters Score -1.431438e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100454 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -14318107.000000 Penalty: 5813.150391
	Iteration 10Q: 3 clusters Score -1.431811e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -14320970.000000 Penalty: 5813.150391
	Iteration 11Q: 3 clusters Score -1.432097e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108264 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -14323190.000000 Penalty: 5813.150391
	Iteration 12Q: 3 clusters Score -1.432319e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111277 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -14325052.000000 Penalty: 5813.150391
	Iteration 13Q: 3 clusters Score -1.432505e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -14326678.000000 Penalty: 5813.150391
	Iteration 14Q: 3 clusters Score -1.432668e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -14327809.000000 Penalty: 5813.150391
	Iteration 15Q: 3 clusters Score -1.432781e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117312 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -14328745.000000 Penalty: 5813.150391
	Iteration 16Q: 3 clusters Score -1.432874e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -14329660.000000 Penalty: 5813.150391
	Iteration 17Q: 3 clusters Score -1.432966e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119231 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -14330336.000000 Penalty: 5813.150391
	Iteration 18Q: 3 clusters Score -1.433034e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -14330812.000000 Penalty: 5813.150391
	Iteration 19Q: 3 clusters Score -1.433081e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -14331042.000000 Penalty: 5813.150391
	Iteration 20F: 3 clusters Score -1.433104e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120135 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -14331147.000000 Penalty: 5813.150391
	Iteration 21Q: 3 clusters Score -1.433115e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120259 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -14331224.000000 Penalty: 5813.150391
	Iteration 22Q: 3 clusters Score -1.433122e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120341 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -14331275.000000 Penalty: 5813.150391
	Iteration 23Q: 3 clusters Score -1.433128e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -14331287.000000 Penalty: 5813.150391
	Iteration 24Q: 3 clusters Score -1.433129e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120428 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -14331312.000000 Penalty: 5813.150391
	Iteration 25Q: 3 clusters Score -1.433131e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120450 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -14331345.000000 Penalty: 5813.150391
	Iteration 26Q: 3 clusters Score -1.433134e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120478 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -14331325.000000 Penalty: 5813.150391
	Iteration 27Q: 3 clusters Score -1.433132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120508 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -14331347.000000 Penalty: 5813.150391
	Iteration 28Q: 3 clusters Score -1.433135e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120530 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -14331356.000000 Penalty: 5813.150391
	Iteration 29Q: 3 clusters Score -1.433136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120552 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -14331347.000000 Penalty: 5813.150391
	Iteration 30Q: 3 clusters Score -1.433135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120568 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -14331335.000000 Penalty: 5813.150391
	Iteration 31Q: 3 clusters Score -1.433134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120587 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -14331346.000000 Penalty: 5813.150391
	Iteration 32Q: 3 clusters Score -1.433135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -14331372.000000 Penalty: 5813.150391
	Iteration 33Q: 3 clusters Score -1.433137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120623 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -14331370.000000 Penalty: 5813.150391
	Iteration 34Q: 3 clusters Score -1.433137e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120632 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -14331374.000000 Penalty: 5813.150391
	Iteration 35Q: 3 clusters Score -1.433137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120638 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14331381.000000 Penalty: 5813.150391
	Iteration 36Q: 3 clusters Score -1.433138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -14331379.000000 Penalty: 5813.150391
	Iteration 37Q: 3 clusters Score -1.433138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120658 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -14331370.000000 Penalty: 5813.150391
	Iteration 38Q: 3 clusters Score -1.433137e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120665 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -14331361.000000 Penalty: 5813.150391
	Iteration 39Q: 3 clusters Score -1.433136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -14331362.000000 Penalty: 5813.150391
	Iteration 40F: 3 clusters Score -1.433136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14331360.000000 Penalty: 5813.150391
	Iteration 41Q: 3 clusters Score -1.433136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -14331351.000000 Penalty: 5813.150391
	Iteration 42Q: 3 clusters Score -1.433135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -14331352.000000 Penalty: 5813.150391
	Iteration 43Q: 3 clusters Score -1.433135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120676 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14331367.000000 Penalty: 5813.150391
	Iteration 44Q: 3 clusters Score -1.433137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120678 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -14331368.000000 Penalty: 5813.150391
	Iteration 45Q: 3 clusters Score -1.433137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120679 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -14331365.000000 Penalty: 5813.150391
	Iteration 46Q: 3 clusters Score -1.433136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120681 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -14331364.000000 Penalty: 5813.150391
	Iteration 47Q: 3 clusters Score -1.433136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120683 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -14331356.000000 Penalty: 5813.150391
	Iteration 48Q: 3 clusters Score -1.433136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120687 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -14331362.000000 Penalty: 5813.150391
	Iteration 49Q: 3 clusters Score -1.433136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120696 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -14331371.000000 Penalty: 5813.150391
	Iteration 50Q: 3 clusters Score -1.433137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120699 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14331381.000000 Penalty: 5813.150391
	Iteration 51Q: 3 clusters Score -1.433138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120707 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14331369.000000 Penalty: 5813.150391
	Iteration 52Q: 3 clusters Score -1.433137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14331372.000000 Penalty: 5813.150391
	Iteration 53Q: 3 clusters Score -1.433137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -14331376.000000 Penalty: 5813.150391
	Iteration 54Q: 3 clusters Score -1.433138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14331373.000000 Penalty: 5813.150391
	Iteration 55Q: 3 clusters Score -1.433137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14331376.000000 Penalty: 5813.150391
	Iteration 56Q: 3 clusters Score -1.433138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120726 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14331387.000000 Penalty: 5813.150391
	Iteration 57Q: 3 clusters Score -1.433139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14331381.000000 Penalty: 5813.150391
	Iteration 58Q: 3 clusters Score -1.433138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -14331394.000000 Penalty: 5813.150391
	Iteration 59Q: 3 clusters Score -1.433139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120735 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -14331391.000000 Penalty: 5813.150391
	Iteration 60F: 3 clusters Score -1.433139e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (199058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199058 members 
Entering Unmasked Estep 
Score: -23116882.000000 Penalty: 3025.935059
	Iteration 0F: 2 clusters Score -2.311688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -22989168.000000 Penalty: 6051.870117
	Iteration 0F: 3 clusters Score -2.298917e+07 nChanged 95569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -23045166.000000 Penalty: 6051.870117
	Iteration 1F: 3 clusters Score -2.304517e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95642 members 
Mstep: Class 2 contains 103416 members 
Entering Unmasked Estep 
Score: -23046572.000000 Penalty: 6051.870117
	Iteration 2Q: 3 clusters Score -2.304657e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -23048476.000000 Penalty: 6051.870117
	Iteration 3Q: 3 clusters Score -2.304848e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 107640 members 
Entering Unmasked Estep 
Score: -23051222.000000 Penalty: 6051.870117
	Iteration 4Q: 3 clusters Score -2.305122e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 111245 members 
Entering Unmasked Estep 
Score: -23054770.000000 Penalty: 6051.870117
	Iteration 5Q: 3 clusters Score -2.305477e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 116472 members 
Entering Unmasked Estep 
Score: -23059348.000000 Penalty: 6051.870117
	Iteration 6Q: 3 clusters Score -2.305935e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 123466 members 
Entering Unmasked Estep 
Score: -23065616.000000 Penalty: 6051.870117
	Iteration 7F: 3 clusters Score -2.306562e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 132617 members 
Entering Unmasked Estep 
Score: -23073324.000000 Penalty: 6051.870117
	Iteration 8F: 3 clusters Score -2.307332e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 143430 members 
Entering Unmasked Estep 
Score: -23081764.000000 Penalty: 6051.870117
	Iteration 9F: 3 clusters Score -2.308176e+07 nChanged 12199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 154807 members 
Entering Unmasked Estep 
Score: -23090326.000000 Penalty: 6051.870117
	Iteration 10F: 3 clusters Score -2.309033e+07 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -23097708.000000 Penalty: 6051.870117
	Iteration 11F: 3 clusters Score -2.309771e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 174573 members 
Entering Unmasked Estep 
Score: -23103498.000000 Penalty: 6051.870117
	Iteration 12Q: 3 clusters Score -2.31035e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 181638 members 
Entering Unmasked Estep 
Score: -23107610.000000 Penalty: 6051.870117
	Iteration 13Q: 3 clusters Score -2.310761e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 186644 members 
Entering Unmasked Estep 
Score: -23110520.000000 Penalty: 6051.870117
	Iteration 14Q: 3 clusters Score -2.311052e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 190016 members 
Entering Unmasked Estep 
Score: -23112670.000000 Penalty: 6051.870117
	Iteration 15Q: 3 clusters Score -2.311267e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 192084 members 
Entering Unmasked Estep 
Score: -23113970.000000 Penalty: 6051.870117
	Iteration 16Q: 3 clusters Score -2.311397e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 193303 members 
Entering Unmasked Estep 
Score: -23114682.000000 Penalty: 6051.870117
	Iteration 17Q: 3 clusters Score -2.311468e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 194046 members 
Entering Unmasked Estep 
Score: -23115232.000000 Penalty: 6051.870117
	Iteration 18Q: 3 clusters Score -2.311523e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 194460 members 
Entering Unmasked Estep 
Score: -23115658.000000 Penalty: 6051.870117
	Iteration 19Q: 3 clusters Score -2.311566e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 194700 members 
Entering Unmasked Estep 
Score: -23115870.000000 Penalty: 6051.870117
	Iteration 20F: 3 clusters Score -2.311587e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 194854 members 
Entering Unmasked Estep 
Score: -23116088.000000 Penalty: 6051.870117
	Iteration 21Q: 3 clusters Score -2.311609e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 194933 members 
Entering Unmasked Estep 
Score: -23116242.000000 Penalty: 6051.870117
	Iteration 22Q: 3 clusters Score -2.311624e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 194969 members 
Entering Unmasked Estep 
Score: -23116294.000000 Penalty: 6051.870117
	Iteration 23Q: 3 clusters Score -2.311629e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 194971 members 
Entering Unmasked Estep 
Score: -23116344.000000 Penalty: 6051.870117
	Iteration 24Q: 3 clusters Score -2.311634e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 194973 members 
Entering Unmasked Estep 
Score: -23116396.000000 Penalty: 6051.870117
	Iteration 25Q: 3 clusters Score -2.31164e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -23116420.000000 Penalty: 6051.870117
	Iteration 26Q: 3 clusters Score -2.311642e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 195012 members 
Entering Unmasked Estep 
Score: -23116436.000000 Penalty: 6051.870117
	Iteration 27Q: 3 clusters Score -2.311644e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 195044 members 
Entering Unmasked Estep 
Score: -23116452.000000 Penalty: 6051.870117
	Iteration 28Q: 3 clusters Score -2.311645e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 195070 members 
Entering Unmasked Estep 
Score: -23116452.000000 Penalty: 6051.870117
	Iteration 29Q: 3 clusters Score -2.311645e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 195083 members 
Entering Unmasked Estep 
Score: -23116450.000000 Penalty: 6051.870117
	Iteration 30Q: 3 clusters Score -2.311645e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 195095 members 
Entering Unmasked Estep 
Score: -23116466.000000 Penalty: 6051.870117
	Iteration 31Q: 3 clusters Score -2.311647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 195114 members 
Entering Unmasked Estep 
Score: -23116462.000000 Penalty: 6051.870117
	Iteration 32Q: 3 clusters Score -2.311646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 195135 members 
Entering Unmasked Estep 
Score: -23116466.000000 Penalty: 6051.870117
	Iteration 33Q: 3 clusters Score -2.311647e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 195150 members 
Entering Unmasked Estep 
Score: -23116462.000000 Penalty: 6051.870117
	Iteration 34Q: 3 clusters Score -2.311646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 195167 members 
Entering Unmasked Estep 
Score: -23116466.000000 Penalty: 6051.870117
	Iteration 35Q: 3 clusters Score -2.311647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 195173 members 
Entering Unmasked Estep 
Score: -23116488.000000 Penalty: 6051.870117
	Iteration 36Q: 3 clusters Score -2.311649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 195181 members 
Entering Unmasked Estep 
Score: -23116480.000000 Penalty: 6051.870117
	Iteration 37Q: 3 clusters Score -2.311648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 195197 members 
Entering Unmasked Estep 
Score: -23116482.000000 Penalty: 6051.870117
	Iteration 38Q: 3 clusters Score -2.311648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 195221 members 
Entering Unmasked Estep 
Score: -23116456.000000 Penalty: 6051.870117
	Iteration 39Q: 3 clusters Score -2.311646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 195244 members 
Entering Unmasked Estep 
Score: -23116460.000000 Penalty: 6051.870117
	Iteration 40F: 3 clusters Score -2.311646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 195263 members 
Entering Unmasked Estep 
Score: -23116484.000000 Penalty: 6051.870117
	Iteration 41Q: 3 clusters Score -2.311648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 195276 members 
Entering Unmasked Estep 
Score: -23116484.000000 Penalty: 6051.870117
	Iteration 42Q: 3 clusters Score -2.311648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 195285 members 
Entering Unmasked Estep 
Score: -23116482.000000 Penalty: 6051.870117
	Iteration 43Q: 3 clusters Score -2.311648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 195300 members 
Entering Unmasked Estep 
Score: -23116492.000000 Penalty: 6051.870117
	Iteration 44Q: 3 clusters Score -2.311649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 195306 members 
Entering Unmasked Estep 
Score: -23116490.000000 Penalty: 6051.870117
	Iteration 45Q: 3 clusters Score -2.311649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 195304 members 
Entering Unmasked Estep 
Score: -23116484.000000 Penalty: 6051.870117
	Iteration 46Q: 3 clusters Score -2.311648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 195305 members 
Entering Unmasked Estep 
Score: -23116480.000000 Penalty: 6051.870117
	Iteration 47Q: 3 clusters Score -2.311648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 195304 members 
Entering Unmasked Estep 
Score: -23116482.000000 Penalty: 6051.870117
	Iteration 48Q: 3 clusters Score -2.311648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 195303 members 
Entering Unmasked Estep 
Score: -23116470.000000 Penalty: 6051.870117
	Iteration 49Q: 3 clusters Score -2.311647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 195305 members 
Entering Unmasked Estep 
Score: -23116482.000000 Penalty: 6051.870117
	Iteration 50Q: 3 clusters Score -2.311648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 195307 members 
Entering Unmasked Estep 
Score: -23116482.000000 Penalty: 6051.870117
	Iteration 51Q: 3 clusters Score -2.311648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 195310 members 
Entering Unmasked Estep 
Score: -23116488.000000 Penalty: 6051.870117
	Iteration 52Q: 3 clusters Score -2.311649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 195313 members 
Entering Unmasked Estep 
Score: -23116498.000000 Penalty: 6051.870117
	Iteration 53Q: 3 clusters Score -2.31165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 195315 members 
Entering Unmasked Estep 
Score: -23116492.000000 Penalty: 6051.870117
	Iteration 54Q: 3 clusters Score -2.311649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 195316 members 
Entering Unmasked Estep 
Score: -23116486.000000 Penalty: 6051.870117
	Iteration 55Q: 3 clusters Score -2.311649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 195318 members 
Entering Unmasked Estep 
Score: -23116494.000000 Penalty: 6051.870117
	Iteration 56Q: 3 clusters Score -2.311649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 195319 members 
Entering Unmasked Estep 
Score: -23116496.000000 Penalty: 6051.870117
	Iteration 57Q: 3 clusters Score -2.31165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 195320 members 
Entering Unmasked Estep 
Score: -23116488.000000 Penalty: 6051.870117
	Iteration 58Q: 3 clusters Score -2.311649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 195320 members 
Entering Unmasked Estep 
Score: -23116488.000000 Penalty: 6051.870117
	Iteration 59F: 3 clusters Score -2.311649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Entering Unmasked Estep 
Score: -1509124.125000 Penalty: 2375.249512
	Iteration 0F: 2 clusters Score -1509124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1498751.750000 Penalty: 4750.499023
	Iteration 0F: 3 clusters Score -1498752 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1502474.625000 Penalty: 4750.499023
	Iteration 1F: 3 clusters Score -1502475 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1503212.750000 Penalty: 4750.499023
	Iteration 2F: 3 clusters Score -1503213 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1503808.750000 Penalty: 4750.499023
	Iteration 3F: 3 clusters Score -1503809 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1504314.375000 Penalty: 4750.499023
	Iteration 4F: 3 clusters Score -1504314 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1504710.625000 Penalty: 4750.499023
	Iteration 5Q: 3 clusters Score -1504711 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1505026.125000 Penalty: 4750.499023
	Iteration 6Q: 3 clusters Score -1505026 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1505301.375000 Penalty: 4750.499023
	Iteration 7Q: 3 clusters Score -1505301 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1505528.000000 Penalty: 4750.499023
	Iteration 8Q: 3 clusters Score -1505528 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1505691.375000 Penalty: 4750.499023
	Iteration 9Q: 3 clusters Score -1505691 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1505824.750000 Penalty: 4750.499023
	Iteration 10Q: 3 clusters Score -1505825 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1505920.750000 Penalty: 4750.499023
	Iteration 11Q: 3 clusters Score -1505921 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1506011.250000 Penalty: 4750.499023
	Iteration 12Q: 3 clusters Score -1506011 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1506068.750000 Penalty: 4750.499023
	Iteration 13Q: 3 clusters Score -1506069 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1506113.000000 Penalty: 4750.499023
	Iteration 14Q: 3 clusters Score -1506113 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1506140.750000 Penalty: 4750.499023
	Iteration 15Q: 3 clusters Score -1506141 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1506165.125000 Penalty: 4750.499023
	Iteration 16Q: 3 clusters Score -1506165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1506179.250000 Penalty: 4750.499023
	Iteration 17Q: 3 clusters Score -1506179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1506192.625000 Penalty: 4750.499023
	Iteration 18Q: 3 clusters Score -1506193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1506203.125000 Penalty: 4750.499023
	Iteration 19Q: 3 clusters Score -1506203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1506204.750000 Penalty: 4750.499023
	Iteration 20F: 3 clusters Score -1506205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1506221.750000 Penalty: 4750.499023
	Iteration 21Q: 3 clusters Score -1506222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1506229.125000 Penalty: 4750.499023
	Iteration 22Q: 3 clusters Score -1506229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1506235.750000 Penalty: 4750.499023
	Iteration 23Q: 3 clusters Score -1506236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1506245.250000 Penalty: 4750.499023
	Iteration 24Q: 3 clusters Score -1506245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1506253.000000 Penalty: 4750.499023
	Iteration 25Q: 3 clusters Score -1506253 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1506257.125000 Penalty: 4750.499023
	Iteration 26Q: 3 clusters Score -1506257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1506259.375000 Penalty: 4750.499023
	Iteration 27Q: 3 clusters Score -1506259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1506266.125000 Penalty: 4750.499023
	Iteration 28Q: 3 clusters Score -1506266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1506277.125000 Penalty: 4750.499023
	Iteration 29Q: 3 clusters Score -1506277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1506286.500000 Penalty: 4750.499023
	Iteration 30Q: 3 clusters Score -1506286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1506292.250000 Penalty: 4750.499023
	Iteration 31Q: 3 clusters Score -1506292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1506295.000000 Penalty: 4750.499023
	Iteration 32Q: 3 clusters Score -1506295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1506296.500000 Penalty: 4750.499023
	Iteration 33Q: 3 clusters Score -1506296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1506301.125000 Penalty: 4750.499023
	Iteration 34Q: 3 clusters Score -1506301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1506308.000000 Penalty: 4750.499023
	Iteration 35Q: 3 clusters Score -1506308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1506314.250000 Penalty: 4750.499023
	Iteration 36Q: 3 clusters Score -1506314 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1506316.375000 Penalty: 4750.499023
	Iteration 37Q: 3 clusters Score -1506316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1506331.000000 Penalty: 4750.499023
	Iteration 38Q: 3 clusters Score -1506331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1506344.000000 Penalty: 4750.499023
	Iteration 39Q: 3 clusters Score -1506344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1506355.000000 Penalty: 4750.499023
	Iteration 40F: 3 clusters Score -1506355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1506359.625000 Penalty: 4750.499023
	Iteration 41Q: 3 clusters Score -1506360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1506377.000000 Penalty: 4750.499023
	Iteration 42Q: 3 clusters Score -1506377 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1506390.500000 Penalty: 4750.499023
	Iteration 43Q: 3 clusters Score -1506390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1506415.750000 Penalty: 4750.499023
	Iteration 44Q: 3 clusters Score -1506416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1506432.375000 Penalty: 4750.499023
	Iteration 45Q: 3 clusters Score -1506432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1506451.125000 Penalty: 4750.499023
	Iteration 46Q: 3 clusters Score -1506451 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1506457.125000 Penalty: 4750.499023
	Iteration 47Q: 3 clusters Score -1506457 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1506478.000000 Penalty: 4750.499023
	Iteration 48Q: 3 clusters Score -1506478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1506506.375000 Penalty: 4750.499023
	Iteration 49Q: 3 clusters Score -1506506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1506518.250000 Penalty: 4750.499023
	Iteration 50Q: 3 clusters Score -1506518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1506538.750000 Penalty: 4750.499023
	Iteration 51Q: 3 clusters Score -1506539 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1506556.250000 Penalty: 4750.499023
	Iteration 52Q: 3 clusters Score -1506556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1506575.375000 Penalty: 4750.499023
	Iteration 53Q: 3 clusters Score -1506575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1506591.375000 Penalty: 4750.499023
	Iteration 54Q: 3 clusters Score -1506591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1506608.875000 Penalty: 4750.499023
	Iteration 55Q: 3 clusters Score -1506609 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1506635.750000 Penalty: 4750.499023
	Iteration 56Q: 3 clusters Score -1506636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1506667.625000 Penalty: 4750.499023
	Iteration 57Q: 3 clusters Score -1506668 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1506709.375000 Penalty: 4750.499023
	Iteration 58Q: 3 clusters Score -1506709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1506767.875000 Penalty: 4750.499023
	Iteration 59Q: 3 clusters Score -1506768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1506831.875000 Penalty: 4750.499023
	Iteration 60F: 3 clusters Score -1506832 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1506888.250000 Penalty: 4750.499023
	Iteration 61Q: 3 clusters Score -1506888 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1506957.875000 Penalty: 4750.499023
	Iteration 62Q: 3 clusters Score -1506958 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1507025.250000 Penalty: 4750.499023
	Iteration 63Q: 3 clusters Score -1507025 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1507103.500000 Penalty: 4750.499023
	Iteration 64Q: 3 clusters Score -1507104 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1507199.750000 Penalty: 4750.499023
	Iteration 65Q: 3 clusters Score -1507200 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1507287.625000 Penalty: 4750.499023
	Iteration 66Q: 3 clusters Score -1507288 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1507394.500000 Penalty: 4750.499023
	Iteration 67Q: 3 clusters Score -1507394 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1507484.250000 Penalty: 4750.499023
	Iteration 68Q: 3 clusters Score -1507484 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1507542.875000 Penalty: 4750.499023
	Iteration 69Q: 3 clusters Score -1507543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1507585.250000 Penalty: 4750.499023
	Iteration 70Q: 3 clusters Score -1507585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1507619.000000 Penalty: 4750.499023
	Iteration 71Q: 3 clusters Score -1507619 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1507664.750000 Penalty: 4750.499023
	Iteration 72Q: 3 clusters Score -1507665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1507697.250000 Penalty: 4750.499023
	Iteration 73Q: 3 clusters Score -1507697 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1507728.000000 Penalty: 4750.499023
	Iteration 74Q: 3 clusters Score -1507728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1507754.250000 Penalty: 4750.499023
	Iteration 75Q: 3 clusters Score -1507754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1507783.750000 Penalty: 4750.499023
	Iteration 76Q: 3 clusters Score -1507784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1507808.125000 Penalty: 4750.499023
	Iteration 77Q: 3 clusters Score -1507808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1507831.625000 Penalty: 4750.499023
	Iteration 78Q: 3 clusters Score -1507832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1507863.375000 Penalty: 4750.499023
	Iteration 79Q: 3 clusters Score -1507863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1507904.375000 Penalty: 4750.499023
	Iteration 80F: 3 clusters Score -1507904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1507932.250000 Penalty: 4750.499023
	Iteration 81Q: 3 clusters Score -1507932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1507954.125000 Penalty: 4750.499023
	Iteration 82Q: 3 clusters Score -1507954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1507970.250000 Penalty: 4750.499023
	Iteration 83Q: 3 clusters Score -1507970 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1507989.750000 Penalty: 4750.499023
	Iteration 84Q: 3 clusters Score -1507990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1507999.625000 Penalty: 4750.499023
	Iteration 85Q: 3 clusters Score -1508000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1508002.625000 Penalty: 4750.499023
	Iteration 86Q: 3 clusters Score -1508003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1508006.500000 Penalty: 4750.499023
	Iteration 87Q: 3 clusters Score -1508006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1508012.375000 Penalty: 4750.499023
	Iteration 88Q: 3 clusters Score -1508012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1508017.875000 Penalty: 4750.499023
	Iteration 89Q: 3 clusters Score -1508018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1508019.250000 Penalty: 4750.499023
	Iteration 90Q: 3 clusters Score -1508019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1508020.500000 Penalty: 4750.499023
	Iteration 91Q: 3 clusters Score -1508020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1508022.500000 Penalty: 4750.499023
	Iteration 92Q: 3 clusters Score -1508022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1508023.125000 Penalty: 4750.499023
	Iteration 93Q: 3 clusters Score -1508023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1508021.250000 Penalty: 4750.499023
	Iteration 94Q: 3 clusters Score -1508021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1508024.625000 Penalty: 4750.499023
	Iteration 95Q: 3 clusters Score -1508025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1508027.250000 Penalty: 4750.499023
	Iteration 96Q: 3 clusters Score -1508027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1508030.125000 Penalty: 4750.499023
	Iteration 97Q: 3 clusters Score -1508030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1508027.500000 Penalty: 4750.499023
	Iteration 98Q: 3 clusters Score -1508028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1508030.125000 Penalty: 4750.499023
	Iteration 99Q: 3 clusters Score -1508030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1508033.375000 Penalty: 4750.499023
	Iteration 100F: 3 clusters Score -1508033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1508032.125000 Penalty: 4750.499023
	Iteration 101Q: 3 clusters Score -1508032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1508034.625000 Penalty: 4750.499023
	Iteration 102Q: 3 clusters Score -1508035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1508036.000000 Penalty: 4750.499023
	Iteration 103Q: 3 clusters Score -1508036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1508033.625000 Penalty: 4750.499023
	Iteration 104Q: 3 clusters Score -1508034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1508035.000000 Penalty: 4750.499023
	Iteration 105Q: 3 clusters Score -1508035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1508034.750000 Penalty: 4750.499023
	Iteration 106Q: 3 clusters Score -1508035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1508034.750000 Penalty: 4750.499023
	Iteration 107F: 3 clusters Score -1508035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74418 members 
Entering Unmasked Estep 
Score: -8476120.000000 Penalty: 2781.928223
	Iteration 0F: 2 clusters Score -8476120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -8426244.000000 Penalty: 5563.856445
	Iteration 0F: 3 clusters Score -8426244 nChanged 34941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -8446098.000000 Penalty: 5563.856445
	Iteration 1F: 3 clusters Score -8446098 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8447167.000000 Penalty: 5563.856445
	Iteration 2Q: 3 clusters Score -8447167 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -8448589.000000 Penalty: 5563.856445
	Iteration 3Q: 3 clusters Score -8448589 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -8450364.000000 Penalty: 5563.856445
	Iteration 4Q: 3 clusters Score -8450364 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -8452741.000000 Penalty: 5563.856445
	Iteration 5F: 3 clusters Score -8452741 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8455604.000000 Penalty: 5563.856445
	Iteration 6F: 3 clusters Score -8455604 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8459301.000000 Penalty: 5563.856445
	Iteration 7F: 3 clusters Score -8459301 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -8463160.000000 Penalty: 5563.856445
	Iteration 8F: 3 clusters Score -8463160 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8466428.000000 Penalty: 5563.856445
	Iteration 9F: 3 clusters Score -8466428 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -8468660.000000 Penalty: 5563.856445
	Iteration 10Q: 3 clusters Score -8468660 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -8470315.000000 Penalty: 5563.856445
	Iteration 11Q: 3 clusters Score -8470315 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8471665.000000 Penalty: 5563.856445
	Iteration 12Q: 3 clusters Score -8471665 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -8472957.000000 Penalty: 5563.856445
	Iteration 13Q: 3 clusters Score -8472957 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -8473892.000000 Penalty: 5563.856445
	Iteration 14Q: 3 clusters Score -8473892 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -8474474.000000 Penalty: 5563.856445
	Iteration 15Q: 3 clusters Score -8474474 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -8474812.000000 Penalty: 5563.856445
	Iteration 16Q: 3 clusters Score -8474812 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -8475002.000000 Penalty: 5563.856445
	Iteration 17Q: 3 clusters Score -8475002 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -8475125.000000 Penalty: 5563.856445
	Iteration 18Q: 3 clusters Score -8475125 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -8475179.000000 Penalty: 5563.856445
	Iteration 19Q: 3 clusters Score -8475179 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -8475202.000000 Penalty: 5563.856445
	Iteration 20F: 3 clusters Score -8475202 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -8475261.000000 Penalty: 5563.856445
	Iteration 21Q: 3 clusters Score -8475261 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -8475285.000000 Penalty: 5563.856445
	Iteration 22Q: 3 clusters Score -8475285 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -8475319.000000 Penalty: 5563.856445
	Iteration 23Q: 3 clusters Score -8475319 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -8475326.000000 Penalty: 5563.856445
	Iteration 24Q: 3 clusters Score -8475326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -8475315.000000 Penalty: 5563.856445
	Iteration 25Q: 3 clusters Score -8475315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -8475331.000000 Penalty: 5563.856445
	Iteration 26Q: 3 clusters Score -8475331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -8475325.000000 Penalty: 5563.856445
	Iteration 27Q: 3 clusters Score -8475325 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -8475352.000000 Penalty: 5563.856445
	Iteration 28Q: 3 clusters Score -8475352 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -8475341.000000 Penalty: 5563.856445
	Iteration 29Q: 3 clusters Score -8475341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -8475338.000000 Penalty: 5563.856445
	Iteration 30Q: 3 clusters Score -8475338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -8475334.000000 Penalty: 5563.856445
	Iteration 31Q: 3 clusters Score -8475334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -8475340.000000 Penalty: 5563.856445
	Iteration 32Q: 3 clusters Score -8475340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -8475351.000000 Penalty: 5563.856445
	Iteration 33Q: 3 clusters Score -8475351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -8475343.000000 Penalty: 5563.856445
	Iteration 34Q: 3 clusters Score -8475343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -8475358.000000 Penalty: 5563.856445
	Iteration 35Q: 3 clusters Score -8475358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -8475359.000000 Penalty: 5563.856445
	Iteration 36Q: 3 clusters Score -8475359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -8475372.000000 Penalty: 5563.856445
	Iteration 37Q: 3 clusters Score -8475372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -8475375.000000 Penalty: 5563.856445
	Iteration 38Q: 3 clusters Score -8475375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -8475375.000000 Penalty: 5563.856445
	Iteration 39Q: 3 clusters Score -8475375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -8475375.000000 Penalty: 5563.856445
	Iteration 40F: 3 clusters Score -8475375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Entering Unmasked Estep 
Score: -1474782.250000 Penalty: 2351.755127
	Iteration 0F: 2 clusters Score -1474782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1465122.250000 Penalty: 4703.510254
	Iteration 0F: 3 clusters Score -1465122 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1468138.000000 Penalty: 4703.510254
	Iteration 1F: 3 clusters Score -1468138 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1468614.125000 Penalty: 4703.510254
	Iteration 2F: 3 clusters Score -1468614 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1469059.375000 Penalty: 4703.510254
	Iteration 3F: 3 clusters Score -1469059 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1469487.500000 Penalty: 4703.510254
	Iteration 4F: 3 clusters Score -1469488 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1469898.000000 Penalty: 4703.510254
	Iteration 5F: 3 clusters Score -1469898 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1470256.500000 Penalty: 4703.510254
	Iteration 6Q: 3 clusters Score -1470256 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1470613.000000 Penalty: 4703.510254
	Iteration 7Q: 3 clusters Score -1470613 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1470906.625000 Penalty: 4703.510254
	Iteration 8Q: 3 clusters Score -1470907 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1471131.875000 Penalty: 4703.510254
	Iteration 9Q: 3 clusters Score -1471132 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1471316.750000 Penalty: 4703.510254
	Iteration 10Q: 3 clusters Score -1471317 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1471476.875000 Penalty: 4703.510254
	Iteration 11Q: 3 clusters Score -1471477 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1471609.250000 Penalty: 4703.510254
	Iteration 12Q: 3 clusters Score -1471609 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1471723.375000 Penalty: 4703.510254
	Iteration 13Q: 3 clusters Score -1471723 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1471803.000000 Penalty: 4703.510254
	Iteration 14Q: 3 clusters Score -1471803 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1471855.875000 Penalty: 4703.510254
	Iteration 15Q: 3 clusters Score -1471856 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1471893.250000 Penalty: 4703.510254
	Iteration 16Q: 3 clusters Score -1471893 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1471916.750000 Penalty: 4703.510254
	Iteration 17Q: 3 clusters Score -1471917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1471941.125000 Penalty: 4703.510254
	Iteration 18Q: 3 clusters Score -1471941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1471963.750000 Penalty: 4703.510254
	Iteration 19Q: 3 clusters Score -1471964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1471980.000000 Penalty: 4703.510254
	Iteration 20F: 3 clusters Score -1471980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1471991.500000 Penalty: 4703.510254
	Iteration 21Q: 3 clusters Score -1471992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1471999.625000 Penalty: 4703.510254
	Iteration 22Q: 3 clusters Score -1472000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1472002.000000 Penalty: 4703.510254
	Iteration 23Q: 3 clusters Score -1472002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1472007.250000 Penalty: 4703.510254
	Iteration 24Q: 3 clusters Score -1472007 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1472015.750000 Penalty: 4703.510254
	Iteration 25Q: 3 clusters Score -1472016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1472011.750000 Penalty: 4703.510254
	Iteration 26Q: 3 clusters Score -1472012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1472017.125000 Penalty: 4703.510254
	Iteration 27Q: 3 clusters Score -1472017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1472018.250000 Penalty: 4703.510254
	Iteration 28Q: 3 clusters Score -1472018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1472021.875000 Penalty: 4703.510254
	Iteration 29Q: 3 clusters Score -1472022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1472026.125000 Penalty: 4703.510254
	Iteration 30Q: 3 clusters Score -1472026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1472025.375000 Penalty: 4703.510254
	Iteration 31Q: 3 clusters Score -1472025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1472026.500000 Penalty: 4703.510254
	Iteration 32Q: 3 clusters Score -1472026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1472032.875000 Penalty: 4703.510254
	Iteration 33Q: 3 clusters Score -1472033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1472033.250000 Penalty: 4703.510254
	Iteration 34Q: 3 clusters Score -1472033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1472038.625000 Penalty: 4703.510254
	Iteration 35Q: 3 clusters Score -1472039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1472038.250000 Penalty: 4703.510254
	Iteration 36Q: 3 clusters Score -1472038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1472038.500000 Penalty: 4703.510254
	Iteration 37Q: 3 clusters Score -1472038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1472044.250000 Penalty: 4703.510254
	Iteration 38Q: 3 clusters Score -1472044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1472041.125000 Penalty: 4703.510254
	Iteration 39Q: 3 clusters Score -1472041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1472046.500000 Penalty: 4703.510254
	Iteration 40F: 3 clusters Score -1472046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1472042.250000 Penalty: 4703.510254
	Iteration 41Q: 3 clusters Score -1472042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1472045.000000 Penalty: 4703.510254
	Iteration 42Q: 3 clusters Score -1472045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1472047.000000 Penalty: 4703.510254
	Iteration 43Q: 3 clusters Score -1472047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1472045.875000 Penalty: 4703.510254
	Iteration 44Q: 3 clusters Score -1472046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1472051.500000 Penalty: 4703.510254
	Iteration 45Q: 3 clusters Score -1472052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1472052.000000 Penalty: 4703.510254
	Iteration 46Q: 3 clusters Score -1472052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1472049.250000 Penalty: 4703.510254
	Iteration 47Q: 3 clusters Score -1472049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1472047.500000 Penalty: 4703.510254
	Iteration 48Q: 3 clusters Score -1472048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1472049.000000 Penalty: 4703.510254
	Iteration 49Q: 3 clusters Score -1472049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1472048.500000 Penalty: 4703.510254
	Iteration 50Q: 3 clusters Score -1472048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1472049.625000 Penalty: 4703.510254
	Iteration 51Q: 3 clusters Score -1472050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1472048.750000 Penalty: 4703.510254
	Iteration 52Q: 3 clusters Score -1472049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1472050.625000 Penalty: 4703.510254
	Iteration 53Q: 3 clusters Score -1472051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1472051.250000 Penalty: 4703.510254
	Iteration 54Q: 3 clusters Score -1472051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1472050.375000 Penalty: 4703.510254
	Iteration 55Q: 3 clusters Score -1472050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1472048.875000 Penalty: 4703.510254
	Iteration 56Q: 3 clusters Score -1472049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1472048.750000 Penalty: 4703.510254
	Iteration 57Q: 3 clusters Score -1472049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1472048.750000 Penalty: 4703.510254
	Iteration 58F: 3 clusters Score -1472049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -804774.812500 Penalty: 2204.924316
	Iteration 0F: 2 clusters Score -804774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -798935.125000 Penalty: 4409.848633
	Iteration 0F: 3 clusters Score -798935.1 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -800582.625000 Penalty: 4409.848633
	Iteration 1F: 3 clusters Score -800582.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -800904.812500 Penalty: 4409.848633
	Iteration 2F: 3 clusters Score -800904.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -801143.937500 Penalty: 4409.848633
	Iteration 3F: 3 clusters Score -801143.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -801342.312500 Penalty: 4409.848633
	Iteration 4Q: 3 clusters Score -801342.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -801518.375000 Penalty: 4409.848633
	Iteration 5Q: 3 clusters Score -801518.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -801652.250000 Penalty: 4409.848633
	Iteration 6Q: 3 clusters Score -801652.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -801774.812500 Penalty: 4409.848633
	Iteration 7Q: 3 clusters Score -801774.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -801874.562500 Penalty: 4409.848633
	Iteration 8Q: 3 clusters Score -801874.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -801949.000000 Penalty: 4409.848633
	Iteration 9Q: 3 clusters Score -801949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -802015.062500 Penalty: 4409.848633
	Iteration 10Q: 3 clusters Score -802015.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -802080.375000 Penalty: 4409.848633
	Iteration 11Q: 3 clusters Score -802080.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -802128.250000 Penalty: 4409.848633
	Iteration 12Q: 3 clusters Score -802128.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -802170.812500 Penalty: 4409.848633
	Iteration 13Q: 3 clusters Score -802170.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -802210.875000 Penalty: 4409.848633
	Iteration 14Q: 3 clusters Score -802210.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -802251.625000 Penalty: 4409.848633
	Iteration 15Q: 3 clusters Score -802251.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -802298.875000 Penalty: 4409.848633
	Iteration 16Q: 3 clusters Score -802298.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -802338.375000 Penalty: 4409.848633
	Iteration 17Q: 3 clusters Score -802338.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -802379.500000 Penalty: 4409.848633
	Iteration 18Q: 3 clusters Score -802379.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -802423.500000 Penalty: 4409.848633
	Iteration 19Q: 3 clusters Score -802423.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -802457.375000 Penalty: 4409.848633
	Iteration 20F: 3 clusters Score -802457.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -802490.500000 Penalty: 4409.848633
	Iteration 21Q: 3 clusters Score -802490.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -802526.187500 Penalty: 4409.848633
	Iteration 22Q: 3 clusters Score -802526.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -802570.937500 Penalty: 4409.848633
	Iteration 23Q: 3 clusters Score -802570.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -802620.687500 Penalty: 4409.848633
	Iteration 24Q: 3 clusters Score -802620.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -802686.625000 Penalty: 4409.848633
	Iteration 25Q: 3 clusters Score -802686.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -802744.625000 Penalty: 4409.848633
	Iteration 26Q: 3 clusters Score -802744.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -802828.437500 Penalty: 4409.848633
	Iteration 27Q: 3 clusters Score -802828.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -802910.250000 Penalty: 4409.848633
	Iteration 28Q: 3 clusters Score -802910.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -802966.187500 Penalty: 4409.848633
	Iteration 29Q: 3 clusters Score -802966.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -803017.312500 Penalty: 4409.848633
	Iteration 30Q: 3 clusters Score -803017.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -803046.562500 Penalty: 4409.848633
	Iteration 31Q: 3 clusters Score -803046.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -803071.687500 Penalty: 4409.848633
	Iteration 32Q: 3 clusters Score -803071.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -803083.375000 Penalty: 4409.848633
	Iteration 33Q: 3 clusters Score -803083.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -803094.312500 Penalty: 4409.848633
	Iteration 34Q: 3 clusters Score -803094.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -803104.687500 Penalty: 4409.848633
	Iteration 35Q: 3 clusters Score -803104.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -803115.500000 Penalty: 4409.848633
	Iteration 36Q: 3 clusters Score -803115.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -803120.437500 Penalty: 4409.848633
	Iteration 37Q: 3 clusters Score -803120.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -803123.750000 Penalty: 4409.848633
	Iteration 38Q: 3 clusters Score -803123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -803124.312500 Penalty: 4409.848633
	Iteration 39Q: 3 clusters Score -803124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -803124.250000 Penalty: 4409.848633
	Iteration 40F: 3 clusters Score -803124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -803124.937500 Penalty: 4409.848633
	Iteration 41Q: 3 clusters Score -803124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -803126.750000 Penalty: 4409.848633
	Iteration 42Q: 3 clusters Score -803126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -803130.250000 Penalty: 4409.848633
	Iteration 43Q: 3 clusters Score -803130.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -803131.687500 Penalty: 4409.848633
	Iteration 44Q: 3 clusters Score -803131.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -803132.687500 Penalty: 4409.848633
	Iteration 45Q: 3 clusters Score -803132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -803134.437500 Penalty: 4409.848633
	Iteration 46Q: 3 clusters Score -803134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -803135.437500 Penalty: 4409.848633
	Iteration 47Q: 3 clusters Score -803135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -803138.375000 Penalty: 4409.848633
	Iteration 48Q: 3 clusters Score -803138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -803137.562500 Penalty: 4409.848633
	Iteration 49Q: 3 clusters Score -803137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -803137.562500 Penalty: 4409.848633
	Iteration 50F: 3 clusters Score -803137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (204651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204651 members 
Entering Unmasked Estep 
Score: -24040808.000000 Penalty: 3032.807129
	Iteration 0F: 2 clusters Score -2.404081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 102516 members 
Entering Unmasked Estep 
Score: -23910898.000000 Penalty: 6065.614258
	Iteration 0F: 3 clusters Score -2.39109e+07 nChanged 98178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -23967666.000000 Penalty: 6065.614258
	Iteration 1F: 3 clusters Score -2.396767e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 107268 members 
Entering Unmasked Estep 
Score: -23968660.000000 Penalty: 6065.614258
	Iteration 2Q: 3 clusters Score -2.396866e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 110665 members 
Entering Unmasked Estep 
Score: -23970072.000000 Penalty: 6065.614258
	Iteration 3Q: 3 clusters Score -2.397007e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88671 members 
Mstep: Class 2 contains 115980 members 
Entering Unmasked Estep 
Score: -23972178.000000 Penalty: 6065.614258
	Iteration 4Q: 3 clusters Score -2.397218e+07 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -23976104.000000 Penalty: 6065.614258
	Iteration 5Q: 3 clusters Score -2.39761e+07 nChanged 12878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 136768 members 
Entering Unmasked Estep 
Score: -23983758.000000 Penalty: 6065.614258
	Iteration 6F: 3 clusters Score -2.398376e+07 nChanged 16877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51276 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -23996606.000000 Penalty: 6065.614258
	Iteration 7F: 3 clusters Score -2.399661e+07 nChanged 18577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -24012226.000000 Penalty: 6065.614258
	Iteration 8F: 3 clusters Score -2.401223e+07 nChanged 15939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 187763 members 
Entering Unmasked Estep 
Score: -24024804.000000 Penalty: 6065.614258
	Iteration 9F: 3 clusters Score -2.40248e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 197614 members 
Entering Unmasked Estep 
Score: -24032458.000000 Penalty: 6065.614258
	Iteration 10Q: 3 clusters Score -2.403246e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 202131 members 
Entering Unmasked Estep 
Score: -24036326.000000 Penalty: 6065.614258
	Iteration 11Q: 3 clusters Score -2.403633e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 203680 members 
Entering Unmasked Estep 
Score: -24037424.000000 Penalty: 6065.614258
	Iteration 12Q: 3 clusters Score -2.403742e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 204105 members 
Entering Unmasked Estep 
Score: -24037894.000000 Penalty: 6065.614258
	Iteration 13Q: 3 clusters Score -2.403789e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 204227 members 
Entering Unmasked Estep 
Score: -24038074.000000 Penalty: 6065.614258
	Iteration 14Q: 3 clusters Score -2.403807e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 204279 members 
Entering Unmasked Estep 
Score: -24038142.000000 Penalty: 6065.614258
	Iteration 15Q: 3 clusters Score -2.403814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 204297 members 
Entering Unmasked Estep 
Score: -24038200.000000 Penalty: 6065.614258
	Iteration 16Q: 3 clusters Score -2.40382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 204319 members 
Entering Unmasked Estep 
Score: -24038246.000000 Penalty: 6065.614258
	Iteration 17Q: 3 clusters Score -2.403825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 204331 members 
Entering Unmasked Estep 
Score: -24038254.000000 Penalty: 6065.614258
	Iteration 18Q: 3 clusters Score -2.403825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 204340 members 
Entering Unmasked Estep 
Score: -24038294.000000 Penalty: 6065.614258
	Iteration 19Q: 3 clusters Score -2.403829e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 204342 members 
Entering Unmasked Estep 
Score: -24038296.000000 Penalty: 6065.614258
	Iteration 20F: 3 clusters Score -2.40383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 204345 members 
Entering Unmasked Estep 
Score: -24038308.000000 Penalty: 6065.614258
	Iteration 21Q: 3 clusters Score -2.403831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 204342 members 
Entering Unmasked Estep 
Score: -24038312.000000 Penalty: 6065.614258
	Iteration 22Q: 3 clusters Score -2.403831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 204346 members 
Entering Unmasked Estep 
Score: -24038316.000000 Penalty: 6065.614258
	Iteration 23Q: 3 clusters Score -2.403832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 204349 members 
Entering Unmasked Estep 
Score: -24038294.000000 Penalty: 6065.614258
	Iteration 24Q: 3 clusters Score -2.403829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 204352 members 
Entering Unmasked Estep 
Score: -24038304.000000 Penalty: 6065.614258
	Iteration 25Q: 3 clusters Score -2.40383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 204358 members 
Entering Unmasked Estep 
Score: -24038302.000000 Penalty: 6065.614258
	Iteration 26Q: 3 clusters Score -2.40383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 204357 members 
Entering Unmasked Estep 
Score: -24038318.000000 Penalty: 6065.614258
	Iteration 27Q: 3 clusters Score -2.403832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 204358 members 
Entering Unmasked Estep 
Score: -24038304.000000 Penalty: 6065.614258
	Iteration 28Q: 3 clusters Score -2.40383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 204357 members 
Entering Unmasked Estep 
Score: -24038324.000000 Penalty: 6065.614258
	Iteration 29Q: 3 clusters Score -2.403832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 204356 members 
Entering Unmasked Estep 
Score: -24038322.000000 Penalty: 6065.614258
	Iteration 30Q: 3 clusters Score -2.403832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 204356 members 
Entering Unmasked Estep 
Score: -24038322.000000 Penalty: 6065.614258
	Iteration 31F: 3 clusters Score -2.403832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (198733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198733 members 
Entering Unmasked Estep 
Score: -22931190.000000 Penalty: 3025.530029
	Iteration 0F: 2 clusters Score -2.293119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 99511 members 
Entering Unmasked Estep 
Score: -22800256.000000 Penalty: 6051.060059
	Iteration 0F: 3 clusters Score -2.280026e+07 nChanged 95520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -22855636.000000 Penalty: 6051.060059
	Iteration 1F: 3 clusters Score -2.285564e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 100301 members 
Entering Unmasked Estep 
Score: -22856936.000000 Penalty: 6051.060059
	Iteration 2Q: 3 clusters Score -2.285694e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98544 members 
Mstep: Class 2 contains 100189 members 
Entering Unmasked Estep 
Score: -22858250.000000 Penalty: 6051.060059
	Iteration 3Q: 3 clusters Score -2.285825e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98843 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -22860168.000000 Penalty: 6051.060059
	Iteration 4Q: 3 clusters Score -2.286017e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -22862372.000000 Penalty: 6051.060059
	Iteration 5Q: 3 clusters Score -2.286237e+07 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99753 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -22864924.000000 Penalty: 6051.060059
	Iteration 6Q: 3 clusters Score -2.286492e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 98618 members 
Entering Unmasked Estep 
Score: -22868010.000000 Penalty: 6051.060059
	Iteration 7Q: 3 clusters Score -2.286801e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 98522 members 
Entering Unmasked Estep 
Score: -22871036.000000 Penalty: 6051.060059
	Iteration 8Q: 3 clusters Score -2.287104e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99956 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -22873728.000000 Penalty: 6051.060059
	Iteration 9Q: 3 clusters Score -2.287373e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99010 members 
Mstep: Class 2 contains 99723 members 
Entering Unmasked Estep 
Score: -22876200.000000 Penalty: 6051.060059
	Iteration 10Q: 3 clusters Score -2.28762e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -22878378.000000 Penalty: 6051.060059
	Iteration 11Q: 3 clusters Score -2.287838e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94874 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -22880304.000000 Penalty: 6051.060059
	Iteration 12Q: 3 clusters Score -2.28803e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91491 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -22881944.000000 Penalty: 6051.060059
	Iteration 13Q: 3 clusters Score -2.288194e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87082 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -22883684.000000 Penalty: 6051.060059
	Iteration 14Q: 3 clusters Score -2.288368e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 117191 members 
Entering Unmasked Estep 
Score: -22885698.000000 Penalty: 6051.060059
	Iteration 15Q: 3 clusters Score -2.28857e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -22888320.000000 Penalty: 6051.060059
	Iteration 16Q: 3 clusters Score -2.288832e+07 nChanged 8626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 132796 members 
Entering Unmasked Estep 
Score: -22892408.000000 Penalty: 6051.060059
	Iteration 17Q: 3 clusters Score -2.289241e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 142833 members 
Entering Unmasked Estep 
Score: -22897544.000000 Penalty: 6051.060059
	Iteration 18F: 3 clusters Score -2.289754e+07 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 154002 members 
Entering Unmasked Estep 
Score: -22904284.000000 Penalty: 6051.060059
	Iteration 19F: 3 clusters Score -2.290428e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -22911464.000000 Penalty: 6051.060059
	Iteration 20F: 3 clusters Score -2.291146e+07 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -22917852.000000 Penalty: 6051.060059
	Iteration 21Q: 3 clusters Score -2.291785e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 182453 members 
Entering Unmasked Estep 
Score: -22922566.000000 Penalty: 6051.060059
	Iteration 22Q: 3 clusters Score -2.292257e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 187586 members 
Entering Unmasked Estep 
Score: -22925328.000000 Penalty: 6051.060059
	Iteration 23Q: 3 clusters Score -2.292533e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 190902 members 
Entering Unmasked Estep 
Score: -22927018.000000 Penalty: 6051.060059
	Iteration 24Q: 3 clusters Score -2.292702e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 192935 members 
Entering Unmasked Estep 
Score: -22927834.000000 Penalty: 6051.060059
	Iteration 25Q: 3 clusters Score -2.292783e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 194150 members 
Entering Unmasked Estep 
Score: -22928198.000000 Penalty: 6051.060059
	Iteration 26Q: 3 clusters Score -2.29282e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 194982 members 
Entering Unmasked Estep 
Score: -22928584.000000 Penalty: 6051.060059
	Iteration 27Q: 3 clusters Score -2.292858e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 195535 members 
Entering Unmasked Estep 
Score: -22928792.000000 Penalty: 6051.060059
	Iteration 28Q: 3 clusters Score -2.292879e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 195878 members 
Entering Unmasked Estep 
Score: -22928956.000000 Penalty: 6051.060059
	Iteration 29Q: 3 clusters Score -2.292896e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 196120 members 
Entering Unmasked Estep 
Score: -22929116.000000 Penalty: 6051.060059
	Iteration 30Q: 3 clusters Score -2.292912e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 196309 members 
Entering Unmasked Estep 
Score: -22929168.000000 Penalty: 6051.060059
	Iteration 31Q: 3 clusters Score -2.292917e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 196435 members 
Entering Unmasked Estep 
Score: -22929280.000000 Penalty: 6051.060059
	Iteration 32Q: 3 clusters Score -2.292928e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 196527 members 
Entering Unmasked Estep 
Score: -22929342.000000 Penalty: 6051.060059
	Iteration 33Q: 3 clusters Score -2.292934e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 196603 members 
Entering Unmasked Estep 
Score: -22929386.000000 Penalty: 6051.060059
	Iteration 34Q: 3 clusters Score -2.292939e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 196672 members 
Entering Unmasked Estep 
Score: -22929456.000000 Penalty: 6051.060059
	Iteration 35Q: 3 clusters Score -2.292946e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 196708 members 
Entering Unmasked Estep 
Score: -22929456.000000 Penalty: 6051.060059
	Iteration 36Q: 3 clusters Score -2.292946e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 196738 members 
Entering Unmasked Estep 
Score: -22929444.000000 Penalty: 6051.060059
	Iteration 37Q: 3 clusters Score -2.292944e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 196775 members 
Entering Unmasked Estep 
Score: -22929490.000000 Penalty: 6051.060059
	Iteration 38Q: 3 clusters Score -2.292949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 196803 members 
Entering Unmasked Estep 
Score: -22929478.000000 Penalty: 6051.060059
	Iteration 39Q: 3 clusters Score -2.292948e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 196819 members 
Entering Unmasked Estep 
Score: -22929492.000000 Penalty: 6051.060059
	Iteration 40F: 3 clusters Score -2.292949e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 196831 members 
Entering Unmasked Estep 
Score: -22929520.000000 Penalty: 6051.060059
	Iteration 41Q: 3 clusters Score -2.292952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 196841 members 
Entering Unmasked Estep 
Score: -22929524.000000 Penalty: 6051.060059
	Iteration 42Q: 3 clusters Score -2.292952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 196843 members 
Entering Unmasked Estep 
Score: -22929532.000000 Penalty: 6051.060059
	Iteration 43Q: 3 clusters Score -2.292953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 196846 members 
Entering Unmasked Estep 
Score: -22929536.000000 Penalty: 6051.060059
	Iteration 44Q: 3 clusters Score -2.292954e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 196856 members 
Entering Unmasked Estep 
Score: -22929540.000000 Penalty: 6051.060059
	Iteration 45Q: 3 clusters Score -2.292954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -22929542.000000 Penalty: 6051.060059
	Iteration 46Q: 3 clusters Score -2.292954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 196860 members 
Entering Unmasked Estep 
Score: -22929554.000000 Penalty: 6051.060059
	Iteration 47Q: 3 clusters Score -2.292955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 196864 members 
Entering Unmasked Estep 
Score: -22929560.000000 Penalty: 6051.060059
	Iteration 48Q: 3 clusters Score -2.292956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 196866 members 
Entering Unmasked Estep 
Score: -22929554.000000 Penalty: 6051.060059
	Iteration 49Q: 3 clusters Score -2.292955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 196869 members 
Entering Unmasked Estep 
Score: -22929550.000000 Penalty: 6051.060059
	Iteration 50Q: 3 clusters Score -2.292955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 196870 members 
Entering Unmasked Estep 
Score: -22929548.000000 Penalty: 6051.060059
	Iteration 51Q: 3 clusters Score -2.292955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 196873 members 
Entering Unmasked Estep 
Score: -22929550.000000 Penalty: 6051.060059
	Iteration 52Q: 3 clusters Score -2.292955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 196874 members 
Entering Unmasked Estep 
Score: -22929560.000000 Penalty: 6051.060059
	Iteration 53Q: 3 clusters Score -2.292956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 196874 members 
Entering Unmasked Estep 
Score: -22929560.000000 Penalty: 6051.060059
	Iteration 54F: 3 clusters Score -2.292956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Entering Unmasked Estep 
Score: -3167713.750000 Penalty: 2529.136963
	Iteration 0F: 2 clusters Score -3167714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3149243.750000 Penalty: 5058.273926
	Iteration 0F: 3 clusters Score -3149244 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3156055.000000 Penalty: 5058.273926
	Iteration 1F: 3 clusters Score -3156055 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3157193.750000 Penalty: 5058.273926
	Iteration 2F: 3 clusters Score -3157194 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -3158770.500000 Penalty: 5058.273926
	Iteration 3F: 3 clusters Score -3158770 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3160746.250000 Penalty: 5058.273926
	Iteration 4F: 3 clusters Score -3160746 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3162574.000000 Penalty: 5058.273926
	Iteration 5F: 3 clusters Score -3162574 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3163666.750000 Penalty: 5058.273926
	Iteration 6F: 3 clusters Score -3163667 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -3164294.250000 Penalty: 5058.273926
	Iteration 7Q: 3 clusters Score -3164294 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3164747.000000 Penalty: 5058.273926
	Iteration 8Q: 3 clusters Score -3164747 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3165100.000000 Penalty: 5058.273926
	Iteration 9Q: 3 clusters Score -3165100 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3165367.750000 Penalty: 5058.273926
	Iteration 10Q: 3 clusters Score -3165368 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3165540.750000 Penalty: 5058.273926
	Iteration 11Q: 3 clusters Score -3165541 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3165664.750000 Penalty: 5058.273926
	Iteration 12Q: 3 clusters Score -3165665 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3165808.750000 Penalty: 5058.273926
	Iteration 13Q: 3 clusters Score -3165809 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3165935.750000 Penalty: 5058.273926
	Iteration 14Q: 3 clusters Score -3165936 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -3166034.250000 Penalty: 5058.273926
	Iteration 15Q: 3 clusters Score -3166034 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3166095.500000 Penalty: 5058.273926
	Iteration 16Q: 3 clusters Score -3166096 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3166145.750000 Penalty: 5058.273926
	Iteration 17Q: 3 clusters Score -3166146 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -3166208.500000 Penalty: 5058.273926
	Iteration 18Q: 3 clusters Score -3166208 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -3166242.000000 Penalty: 5058.273926
	Iteration 19Q: 3 clusters Score -3166242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3166267.250000 Penalty: 5058.273926
	Iteration 20F: 3 clusters Score -3166267 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3166286.250000 Penalty: 5058.273926
	Iteration 21Q: 3 clusters Score -3166286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3166292.000000 Penalty: 5058.273926
	Iteration 22Q: 3 clusters Score -3166292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3166301.750000 Penalty: 5058.273926
	Iteration 23Q: 3 clusters Score -3166302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -3166314.000000 Penalty: 5058.273926
	Iteration 24Q: 3 clusters Score -3166314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3166319.000000 Penalty: 5058.273926
	Iteration 25Q: 3 clusters Score -3166319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3166330.000000 Penalty: 5058.273926
	Iteration 26Q: 3 clusters Score -3166330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3166327.750000 Penalty: 5058.273926
	Iteration 27Q: 3 clusters Score -3166328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3166340.500000 Penalty: 5058.273926
	Iteration 28Q: 3 clusters Score -3166340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3166351.500000 Penalty: 5058.273926
	Iteration 29Q: 3 clusters Score -3166352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3166350.750000 Penalty: 5058.273926
	Iteration 30Q: 3 clusters Score -3166351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3166363.250000 Penalty: 5058.273926
	Iteration 31Q: 3 clusters Score -3166363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3166368.000000 Penalty: 5058.273926
	Iteration 32Q: 3 clusters Score -3166368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3166384.750000 Penalty: 5058.273926
	Iteration 33Q: 3 clusters Score -3166385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3166389.250000 Penalty: 5058.273926
	Iteration 34Q: 3 clusters Score -3166389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3166393.250000 Penalty: 5058.273926
	Iteration 35Q: 3 clusters Score -3166393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3166399.500000 Penalty: 5058.273926
	Iteration 36Q: 3 clusters Score -3166400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3166398.750000 Penalty: 5058.273926
	Iteration 37Q: 3 clusters Score -3166399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3166406.500000 Penalty: 5058.273926
	Iteration 38Q: 3 clusters Score -3166406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3166402.250000 Penalty: 5058.273926
	Iteration 39Q: 3 clusters Score -3166402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3166407.250000 Penalty: 5058.273926
	Iteration 40F: 3 clusters Score -3166407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3166410.000000 Penalty: 5058.273926
	Iteration 41Q: 3 clusters Score -3166410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3166404.000000 Penalty: 5058.273926
	Iteration 42Q: 3 clusters Score -3166404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3166404.500000 Penalty: 5058.273926
	Iteration 43Q: 3 clusters Score -3166404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3166401.750000 Penalty: 5058.273926
	Iteration 44Q: 3 clusters Score -3166402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3166405.500000 Penalty: 5058.273926
	Iteration 45Q: 3 clusters Score -3166406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3166405.250000 Penalty: 5058.273926
	Iteration 46Q: 3 clusters Score -3166405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3166404.500000 Penalty: 5058.273926
	Iteration 47Q: 3 clusters Score -3166404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3166404.000000 Penalty: 5058.273926
	Iteration 48Q: 3 clusters Score -3166404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3166404.000000 Penalty: 5058.273926
	Iteration 49F: 3 clusters Score -3166404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -45761.871094 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -45761.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44287.812500 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -44287.81 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44570.625000 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -44570.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44731.058594 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -44731.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44836.023438 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -44836.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44861.183594 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -44861.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44879.742188 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -44879.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44908.160156 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -44908.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44967.937500 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -44967.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45007.433594 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -45007.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45045.761719 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -45045.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45114.011719 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -45114.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45222.125000 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -45222.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45244.070312 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -45244.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45278.937500 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -45278.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45319.527344 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -45319.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45319.527344 Penalty: 3069.378906
	Iteration 15F: 3 clusters Score -45319.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Entering Unmasked Estep 
Score: -4317084.500000 Penalty: 2608.449951
	Iteration 0F: 2 clusters Score -4317084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4291836.500000 Penalty: 5216.899902
	Iteration 0F: 3 clusters Score -4291836 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4301564.000000 Penalty: 5216.899902
	Iteration 1F: 3 clusters Score -4301564 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -4302742.000000 Penalty: 5216.899902
	Iteration 2F: 3 clusters Score -4302742 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4304292.500000 Penalty: 5216.899902
	Iteration 3F: 3 clusters Score -4304292 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4306009.000000 Penalty: 5216.899902
	Iteration 4F: 3 clusters Score -4306009 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4307633.500000 Penalty: 5216.899902
	Iteration 5F: 3 clusters Score -4307634 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4309006.000000 Penalty: 5216.899902
	Iteration 6F: 3 clusters Score -4309006 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -4310008.000000 Penalty: 5216.899902
	Iteration 7F: 3 clusters Score -4310008 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -4310778.000000 Penalty: 5216.899902
	Iteration 8Q: 3 clusters Score -4310778 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -4311509.000000 Penalty: 5216.899902
	Iteration 9Q: 3 clusters Score -4311509 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4312265.000000 Penalty: 5216.899902
	Iteration 10Q: 3 clusters Score -4312265 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4313074.500000 Penalty: 5216.899902
	Iteration 11Q: 3 clusters Score -4313074 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4313885.500000 Penalty: 5216.899902
	Iteration 12Q: 3 clusters Score -4313886 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4314805.500000 Penalty: 5216.899902
	Iteration 13Q: 3 clusters Score -4314806 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4315586.000000 Penalty: 5216.899902
	Iteration 14Q: 3 clusters Score -4315586 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4316055.000000 Penalty: 5216.899902
	Iteration 15Q: 3 clusters Score -4316055 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4316287.500000 Penalty: 5216.899902
	Iteration 16Q: 3 clusters Score -4316288 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4316412.500000 Penalty: 5216.899902
	Iteration 17Q: 3 clusters Score -4316412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4316470.500000 Penalty: 5216.899902
	Iteration 18Q: 3 clusters Score -4316470 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4316487.500000 Penalty: 5216.899902
	Iteration 19Q: 3 clusters Score -4316488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4316497.500000 Penalty: 5216.899902
	Iteration 20F: 3 clusters Score -4316498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4316521.000000 Penalty: 5216.899902
	Iteration 21Q: 3 clusters Score -4316521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4316533.000000 Penalty: 5216.899902
	Iteration 22Q: 3 clusters Score -4316533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4316530.500000 Penalty: 5216.899902
	Iteration 23Q: 3 clusters Score -4316530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4316531.500000 Penalty: 5216.899902
	Iteration 24Q: 3 clusters Score -4316532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4316532.500000 Penalty: 5216.899902
	Iteration 25Q: 3 clusters Score -4316532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4316528.500000 Penalty: 5216.899902
	Iteration 26Q: 3 clusters Score -4316528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4316532.000000 Penalty: 5216.899902
	Iteration 27Q: 3 clusters Score -4316532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4316530.000000 Penalty: 5216.899902
	Iteration 28Q: 3 clusters Score -4316530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4316532.000000 Penalty: 5216.899902
	Iteration 29Q: 3 clusters Score -4316532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4316539.500000 Penalty: 5216.899902
	Iteration 30Q: 3 clusters Score -4316540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4316528.000000 Penalty: 5216.899902
	Iteration 31Q: 3 clusters Score -4316528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4316537.000000 Penalty: 5216.899902
	Iteration 32Q: 3 clusters Score -4316537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4316529.000000 Penalty: 5216.899902
	Iteration 33Q: 3 clusters Score -4316529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4316530.000000 Penalty: 5216.899902
	Iteration 34Q: 3 clusters Score -4316530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4316532.000000 Penalty: 5216.899902
	Iteration 35Q: 3 clusters Score -4316532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4316533.500000 Penalty: 5216.899902
	Iteration 36Q: 3 clusters Score -4316534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4316536.000000 Penalty: 5216.899902
	Iteration 37Q: 3 clusters Score -4316536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4316535.500000 Penalty: 5216.899902
	Iteration 38Q: 3 clusters Score -4316536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4316532.000000 Penalty: 5216.899902
	Iteration 39Q: 3 clusters Score -4316532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4316539.500000 Penalty: 5216.899902
	Iteration 40F: 3 clusters Score -4316540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4316539.500000 Penalty: 5216.899902
	Iteration 41Q: 3 clusters Score -4316540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4316542.000000 Penalty: 5216.899902
	Iteration 42Q: 3 clusters Score -4316542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4316540.500000 Penalty: 5216.899902
	Iteration 43Q: 3 clusters Score -4316540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4316540.500000 Penalty: 5216.899902
	Iteration 44Q: 3 clusters Score -4316540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4316541.000000 Penalty: 5216.899902
	Iteration 45Q: 3 clusters Score -4316541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4316541.000000 Penalty: 5216.899902
	Iteration 46Q: 3 clusters Score -4316541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4316535.000000 Penalty: 5216.899902
	Iteration 47Q: 3 clusters Score -4316535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4316533.500000 Penalty: 5216.899902
	Iteration 48Q: 3 clusters Score -4316534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4316533.500000 Penalty: 5216.899902
	Iteration 49F: 3 clusters Score -4316534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -800503.000000 Penalty: 2205.060547
	Iteration 0F: 2 clusters Score -800503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -794661.000000 Penalty: 4410.121094
	Iteration 0F: 3 clusters Score -794661 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -796818.437500 Penalty: 4410.121094
	Iteration 1F: 3 clusters Score -796818.4 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -797518.750000 Penalty: 4410.121094
	Iteration 2F: 3 clusters Score -797518.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -798125.625000 Penalty: 4410.121094
	Iteration 3F: 3 clusters Score -798125.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -798554.812500 Penalty: 4410.121094
	Iteration 4F: 3 clusters Score -798554.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -798836.437500 Penalty: 4410.121094
	Iteration 5F: 3 clusters Score -798836.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -799026.312500 Penalty: 4410.121094
	Iteration 6Q: 3 clusters Score -799026.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -799147.125000 Penalty: 4410.121094
	Iteration 7Q: 3 clusters Score -799147.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -799243.500000 Penalty: 4410.121094
	Iteration 8Q: 3 clusters Score -799243.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -799300.937500 Penalty: 4410.121094
	Iteration 9Q: 3 clusters Score -799300.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -799342.187500 Penalty: 4410.121094
	Iteration 10Q: 3 clusters Score -799342.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -799379.187500 Penalty: 4410.121094
	Iteration 11Q: 3 clusters Score -799379.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -799409.687500 Penalty: 4410.121094
	Iteration 12Q: 3 clusters Score -799409.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -799432.187500 Penalty: 4410.121094
	Iteration 13Q: 3 clusters Score -799432.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -799444.375000 Penalty: 4410.121094
	Iteration 14Q: 3 clusters Score -799444.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -799454.500000 Penalty: 4410.121094
	Iteration 15Q: 3 clusters Score -799454.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -799461.937500 Penalty: 4410.121094
	Iteration 16Q: 3 clusters Score -799461.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -799470.750000 Penalty: 4410.121094
	Iteration 17Q: 3 clusters Score -799470.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -799478.250000 Penalty: 4410.121094
	Iteration 18Q: 3 clusters Score -799478.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -799486.875000 Penalty: 4410.121094
	Iteration 19Q: 3 clusters Score -799486.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -799492.625000 Penalty: 4410.121094
	Iteration 20F: 3 clusters Score -799492.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -799496.250000 Penalty: 4410.121094
	Iteration 21Q: 3 clusters Score -799496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -799498.750000 Penalty: 4410.121094
	Iteration 22Q: 3 clusters Score -799498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -799500.187500 Penalty: 4410.121094
	Iteration 23Q: 3 clusters Score -799500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -799501.562500 Penalty: 4410.121094
	Iteration 24Q: 3 clusters Score -799501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -799505.375000 Penalty: 4410.121094
	Iteration 25Q: 3 clusters Score -799505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -799504.562500 Penalty: 4410.121094
	Iteration 26Q: 3 clusters Score -799504.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -799504.562500 Penalty: 4410.121094
	Iteration 27F: 3 clusters Score -799504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1207648.000000 Penalty: 2307.756104
	Iteration 0F: 2 clusters Score -1207648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1199369.000000 Penalty: 4615.512207
	Iteration 0F: 3 clusters Score -1199369 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1202138.750000 Penalty: 4615.512207
	Iteration 1F: 3 clusters Score -1202139 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1202755.125000 Penalty: 4615.512207
	Iteration 2F: 3 clusters Score -1202755 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1203323.875000 Penalty: 4615.512207
	Iteration 3F: 3 clusters Score -1203324 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1203792.375000 Penalty: 4615.512207
	Iteration 4F: 3 clusters Score -1203792 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1204224.250000 Penalty: 4615.512207
	Iteration 5F: 3 clusters Score -1204224 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1204615.625000 Penalty: 4615.512207
	Iteration 6F: 3 clusters Score -1204616 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1204981.250000 Penalty: 4615.512207
	Iteration 7F: 3 clusters Score -1204981 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1205317.625000 Penalty: 4615.512207
	Iteration 8Q: 3 clusters Score -1205318 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1205726.250000 Penalty: 4615.512207
	Iteration 9Q: 3 clusters Score -1205726 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1206126.750000 Penalty: 4615.512207
	Iteration 10Q: 3 clusters Score -1206127 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1206441.125000 Penalty: 4615.512207
	Iteration 11Q: 3 clusters Score -1206441 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1206617.375000 Penalty: 4615.512207
	Iteration 12Q: 3 clusters Score -1206617 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1206725.250000 Penalty: 4615.512207
	Iteration 13Q: 3 clusters Score -1206725 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1206799.625000 Penalty: 4615.512207
	Iteration 14Q: 3 clusters Score -1206800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1206865.000000 Penalty: 4615.512207
	Iteration 15Q: 3 clusters Score -1206865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1206898.375000 Penalty: 4615.512207
	Iteration 16Q: 3 clusters Score -1206898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1206926.125000 Penalty: 4615.512207
	Iteration 17Q: 3 clusters Score -1206926 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1206951.750000 Penalty: 4615.512207
	Iteration 18Q: 3 clusters Score -1206952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1206971.500000 Penalty: 4615.512207
	Iteration 19Q: 3 clusters Score -1206972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1206990.875000 Penalty: 4615.512207
	Iteration 20F: 3 clusters Score -1206991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1207003.125000 Penalty: 4615.512207
	Iteration 21Q: 3 clusters Score -1207003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1207018.625000 Penalty: 4615.512207
	Iteration 22Q: 3 clusters Score -1207019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1207031.625000 Penalty: 4615.512207
	Iteration 23Q: 3 clusters Score -1207032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1207042.625000 Penalty: 4615.512207
	Iteration 24Q: 3 clusters Score -1207043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1207046.750000 Penalty: 4615.512207
	Iteration 25Q: 3 clusters Score -1207047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1207051.125000 Penalty: 4615.512207
	Iteration 26Q: 3 clusters Score -1207051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1207054.750000 Penalty: 4615.512207
	Iteration 27Q: 3 clusters Score -1207055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1207058.875000 Penalty: 4615.512207
	Iteration 28Q: 3 clusters Score -1207059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1207059.250000 Penalty: 4615.512207
	Iteration 29Q: 3 clusters Score -1207059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1207059.750000 Penalty: 4615.512207
	Iteration 30Q: 3 clusters Score -1207060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1207061.875000 Penalty: 4615.512207
	Iteration 31Q: 3 clusters Score -1207062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1207062.375000 Penalty: 4615.512207
	Iteration 32Q: 3 clusters Score -1207062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1207063.000000 Penalty: 4615.512207
	Iteration 33Q: 3 clusters Score -1207063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1207063.000000 Penalty: 4615.512207
	Iteration 34F: 3 clusters Score -1207063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (101965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Entering Unmasked Estep 
Score: -11678811.000000 Penalty: 2860.031494
	Iteration 0F: 2 clusters Score -1.167881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -11610887.000000 Penalty: 5720.062988
	Iteration 0F: 3 clusters Score -1.161089e+07 nChanged 48148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -11637775.000000 Penalty: 5720.062988
	Iteration 1F: 3 clusters Score -1.163778e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -11638666.000000 Penalty: 5720.062988
	Iteration 2Q: 3 clusters Score -1.163867e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -11639951.000000 Penalty: 5720.062988
	Iteration 3Q: 3 clusters Score -1.163995e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -11641730.000000 Penalty: 5720.062988
	Iteration 4Q: 3 clusters Score -1.164173e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -11644651.000000 Penalty: 5720.062988
	Iteration 5F: 3 clusters Score -1.164465e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -11649302.000000 Penalty: 5720.062988
	Iteration 6F: 3 clusters Score -1.16493e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -11655855.000000 Penalty: 5720.062988
	Iteration 7F: 3 clusters Score -1.165586e+07 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -11663148.000000 Penalty: 5720.062988
	Iteration 8F: 3 clusters Score -1.166315e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -11669236.000000 Penalty: 5720.062988
	Iteration 9F: 3 clusters Score -1.166924e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 98022 members 
Entering Unmasked Estep 
Score: -11673028.000000 Penalty: 5720.062988
	Iteration 10Q: 3 clusters Score -1.167303e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -11674927.000000 Penalty: 5720.062988
	Iteration 11Q: 3 clusters Score -1.167493e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -11675692.000000 Penalty: 5720.062988
	Iteration 12Q: 3 clusters Score -1.167569e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -11676006.000000 Penalty: 5720.062988
	Iteration 13Q: 3 clusters Score -1.167601e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 101250 members 
Entering Unmasked Estep 
Score: -11676195.000000 Penalty: 5720.062988
	Iteration 14Q: 3 clusters Score -1.16762e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 101331 members 
Entering Unmasked Estep 
Score: -11676260.000000 Penalty: 5720.062988
	Iteration 15Q: 3 clusters Score -1.167626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 101376 members 
Entering Unmasked Estep 
Score: -11676327.000000 Penalty: 5720.062988
	Iteration 16Q: 3 clusters Score -1.167633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -11676367.000000 Penalty: 5720.062988
	Iteration 17Q: 3 clusters Score -1.167637e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -11676414.000000 Penalty: 5720.062988
	Iteration 18Q: 3 clusters Score -1.167641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -11676438.000000 Penalty: 5720.062988
	Iteration 19Q: 3 clusters Score -1.167644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -11676455.000000 Penalty: 5720.062988
	Iteration 20F: 3 clusters Score -1.167646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -11676444.000000 Penalty: 5720.062988
	Iteration 21Q: 3 clusters Score -1.167644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -11676466.000000 Penalty: 5720.062988
	Iteration 22Q: 3 clusters Score -1.167647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -11676462.000000 Penalty: 5720.062988
	Iteration 23Q: 3 clusters Score -1.167646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 101485 members 
Entering Unmasked Estep 
Score: -11676472.000000 Penalty: 5720.062988
	Iteration 24Q: 3 clusters Score -1.167647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 101490 members 
Entering Unmasked Estep 
Score: -11676481.000000 Penalty: 5720.062988
	Iteration 25Q: 3 clusters Score -1.167648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -11676491.000000 Penalty: 5720.062988
	Iteration 26Q: 3 clusters Score -1.167649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 101493 members 
Entering Unmasked Estep 
Score: -11676485.000000 Penalty: 5720.062988
	Iteration 27Q: 3 clusters Score -1.167648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 101499 members 
Entering Unmasked Estep 
Score: -11676491.000000 Penalty: 5720.062988
	Iteration 28Q: 3 clusters Score -1.167649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 101501 members 
Entering Unmasked Estep 
Score: -11676491.000000 Penalty: 5720.062988
	Iteration 29Q: 3 clusters Score -1.167649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 101503 members 
Entering Unmasked Estep 
Score: -11676494.000000 Penalty: 5720.062988
	Iteration 30Q: 3 clusters Score -1.167649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -11676488.000000 Penalty: 5720.062988
	Iteration 31Q: 3 clusters Score -1.167649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -11676489.000000 Penalty: 5720.062988
	Iteration 32Q: 3 clusters Score -1.167649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -11676495.000000 Penalty: 5720.062988
	Iteration 33Q: 3 clusters Score -1.16765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 101509 members 
Entering Unmasked Estep 
Score: -11676503.000000 Penalty: 5720.062988
	Iteration 34Q: 3 clusters Score -1.16765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -11676494.000000 Penalty: 5720.062988
	Iteration 35Q: 3 clusters Score -1.167649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -11676494.000000 Penalty: 5720.062988
	Iteration 36F: 3 clusters Score -1.167649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Entering Unmasked Estep 
Score: -1721120.875000 Penalty: 2376.192383
	Iteration 0F: 2 clusters Score -1721121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1710630.875000 Penalty: 4752.384766
	Iteration 0F: 3 clusters Score -1710631 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1713911.500000 Penalty: 4752.384766
	Iteration 1F: 3 clusters Score -1713912 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1714311.750000 Penalty: 4752.384766
	Iteration 2F: 3 clusters Score -1714312 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1714613.000000 Penalty: 4752.384766
	Iteration 3F: 3 clusters Score -1714613 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1714862.875000 Penalty: 4752.384766
	Iteration 4Q: 3 clusters Score -1714863 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1715113.375000 Penalty: 4752.384766
	Iteration 5Q: 3 clusters Score -1715113 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1715362.250000 Penalty: 4752.384766
	Iteration 6Q: 3 clusters Score -1715362 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1715634.750000 Penalty: 4752.384766
	Iteration 7Q: 3 clusters Score -1715635 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1715970.375000 Penalty: 4752.384766
	Iteration 8Q: 3 clusters Score -1715970 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1716375.125000 Penalty: 4752.384766
	Iteration 9Q: 3 clusters Score -1716375 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1716811.375000 Penalty: 4752.384766
	Iteration 10Q: 3 clusters Score -1716811 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1717245.750000 Penalty: 4752.384766
	Iteration 11Q: 3 clusters Score -1717246 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1717714.125000 Penalty: 4752.384766
	Iteration 12Q: 3 clusters Score -1717714 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1718128.000000 Penalty: 4752.384766
	Iteration 13Q: 3 clusters Score -1718128 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1718433.625000 Penalty: 4752.384766
	Iteration 14Q: 3 clusters Score -1718434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1718640.625000 Penalty: 4752.384766
	Iteration 15Q: 3 clusters Score -1718641 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1718794.500000 Penalty: 4752.384766
	Iteration 16Q: 3 clusters Score -1718794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1718892.375000 Penalty: 4752.384766
	Iteration 17Q: 3 clusters Score -1718892 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1718949.750000 Penalty: 4752.384766
	Iteration 18Q: 3 clusters Score -1718950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1718988.750000 Penalty: 4752.384766
	Iteration 19Q: 3 clusters Score -1718989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1719022.500000 Penalty: 4752.384766
	Iteration 20F: 3 clusters Score -1719022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1719037.500000 Penalty: 4752.384766
	Iteration 21Q: 3 clusters Score -1719038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1719049.750000 Penalty: 4752.384766
	Iteration 22Q: 3 clusters Score -1719050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1719057.375000 Penalty: 4752.384766
	Iteration 23Q: 3 clusters Score -1719057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1719061.875000 Penalty: 4752.384766
	Iteration 24Q: 3 clusters Score -1719062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1719064.625000 Penalty: 4752.384766
	Iteration 25Q: 3 clusters Score -1719065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1719071.375000 Penalty: 4752.384766
	Iteration 26Q: 3 clusters Score -1719071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1719072.750000 Penalty: 4752.384766
	Iteration 27Q: 3 clusters Score -1719073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1719074.125000 Penalty: 4752.384766
	Iteration 28Q: 3 clusters Score -1719074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1719076.500000 Penalty: 4752.384766
	Iteration 29Q: 3 clusters Score -1719076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1719075.625000 Penalty: 4752.384766
	Iteration 30Q: 3 clusters Score -1719076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1719075.625000 Penalty: 4752.384766
	Iteration 31F: 3 clusters Score -1719076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Entering Unmasked Estep 
Score: -978417.375000 Penalty: 2254.538574
	Iteration 0F: 2 clusters Score -978417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -971566.875000 Penalty: 4509.077148
	Iteration 0F: 3 clusters Score -971566.9 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -973753.875000 Penalty: 4509.077148
	Iteration 1F: 3 clusters Score -973753.9 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -974356.375000 Penalty: 4509.077148
	Iteration 2F: 3 clusters Score -974356.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -974892.500000 Penalty: 4509.077148
	Iteration 3F: 3 clusters Score -974892.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -975428.062500 Penalty: 4509.077148
	Iteration 4F: 3 clusters Score -975428.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -975977.000000 Penalty: 4509.077148
	Iteration 5F: 3 clusters Score -975977 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -976394.437500 Penalty: 4509.077148
	Iteration 6F: 3 clusters Score -976394.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -976711.375000 Penalty: 4509.077148
	Iteration 7F: 3 clusters Score -976711.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -976929.250000 Penalty: 4509.077148
	Iteration 8Q: 3 clusters Score -976929.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -977061.625000 Penalty: 4509.077148
	Iteration 9Q: 3 clusters Score -977061.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -977159.312500 Penalty: 4509.077148
	Iteration 10Q: 3 clusters Score -977159.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -977247.687500 Penalty: 4509.077148
	Iteration 11Q: 3 clusters Score -977247.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -977350.312500 Penalty: 4509.077148
	Iteration 12Q: 3 clusters Score -977350.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -977451.437500 Penalty: 4509.077148
	Iteration 13Q: 3 clusters Score -977451.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -977592.875000 Penalty: 4509.077148
	Iteration 14Q: 3 clusters Score -977592.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -977791.437500 Penalty: 4509.077148
	Iteration 15Q: 3 clusters Score -977791.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -977941.625000 Penalty: 4509.077148
	Iteration 16Q: 3 clusters Score -977941.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -978065.187500 Penalty: 4509.077148
	Iteration 17Q: 3 clusters Score -978065.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -978166.750000 Penalty: 4509.077148
	Iteration 18Q: 3 clusters Score -978166.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -978251.437500 Penalty: 4509.077148
	Iteration 19Q: 3 clusters Score -978251.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -978307.125000 Penalty: 4509.077148
	Iteration 20F: 3 clusters Score -978307.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -978350.812500 Penalty: 4509.077148
	Iteration 21Q: 3 clusters Score -978350.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -978371.687500 Penalty: 4509.077148
	Iteration 22Q: 3 clusters Score -978371.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -978380.000000 Penalty: 4509.077148
	Iteration 23Q: 3 clusters Score -978380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -978385.125000 Penalty: 4509.077148
	Iteration 24Q: 3 clusters Score -978385.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -978392.437500 Penalty: 4509.077148
	Iteration 25Q: 3 clusters Score -978392.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -978394.000000 Penalty: 4509.077148
	Iteration 26Q: 3 clusters Score -978394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -978395.750000 Penalty: 4509.077148
	Iteration 27Q: 3 clusters Score -978395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -978398.187500 Penalty: 4509.077148
	Iteration 28Q: 3 clusters Score -978398.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -978401.312500 Penalty: 4509.077148
	Iteration 29Q: 3 clusters Score -978401.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -978401.437500 Penalty: 4509.077148
	Iteration 30Q: 3 clusters Score -978401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -978404.187500 Penalty: 4509.077148
	Iteration 31Q: 3 clusters Score -978404.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -978403.562500 Penalty: 4509.077148
	Iteration 32Q: 3 clusters Score -978403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -978403.687500 Penalty: 4509.077148
	Iteration 33Q: 3 clusters Score -978403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -978403.687500 Penalty: 4509.077148
	Iteration 34F: 3 clusters Score -978403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Entering Unmasked Estep 
Score: -838930.312500 Penalty: 2224.604004
	Iteration 0F: 2 clusters Score -838930.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -832675.937500 Penalty: 4449.208008
	Iteration 0F: 3 clusters Score -832675.9 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -834623.500000 Penalty: 4449.208008
	Iteration 1F: 3 clusters Score -834623.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -835246.187500 Penalty: 4449.208008
	Iteration 2F: 3 clusters Score -835246.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -835827.625000 Penalty: 4449.208008
	Iteration 3F: 3 clusters Score -835827.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -836226.437500 Penalty: 4449.208008
	Iteration 4F: 3 clusters Score -836226.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -836553.562500 Penalty: 4449.208008
	Iteration 5F: 3 clusters Score -836553.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -836805.937500 Penalty: 4449.208008
	Iteration 6Q: 3 clusters Score -836805.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -837029.875000 Penalty: 4449.208008
	Iteration 7Q: 3 clusters Score -837029.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -837250.250000 Penalty: 4449.208008
	Iteration 8Q: 3 clusters Score -837250.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -837443.687500 Penalty: 4449.208008
	Iteration 9Q: 3 clusters Score -837443.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -837584.000000 Penalty: 4449.208008
	Iteration 10Q: 3 clusters Score -837584 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -837697.062500 Penalty: 4449.208008
	Iteration 11Q: 3 clusters Score -837697.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -837763.062500 Penalty: 4449.208008
	Iteration 12Q: 3 clusters Score -837763.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -837825.187500 Penalty: 4449.208008
	Iteration 13Q: 3 clusters Score -837825.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -837875.625000 Penalty: 4449.208008
	Iteration 14Q: 3 clusters Score -837875.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -837917.625000 Penalty: 4449.208008
	Iteration 15Q: 3 clusters Score -837917.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -837962.125000 Penalty: 4449.208008
	Iteration 16Q: 3 clusters Score -837962.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -838008.312500 Penalty: 4449.208008
	Iteration 17Q: 3 clusters Score -838008.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -838057.562500 Penalty: 4449.208008
	Iteration 18Q: 3 clusters Score -838057.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -838102.375000 Penalty: 4449.208008
	Iteration 19Q: 3 clusters Score -838102.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -838145.187500 Penalty: 4449.208008
	Iteration 20F: 3 clusters Score -838145.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -838197.687500 Penalty: 4449.208008
	Iteration 21Q: 3 clusters Score -838197.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -838253.812500 Penalty: 4449.208008
	Iteration 22Q: 3 clusters Score -838253.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -838323.312500 Penalty: 4449.208008
	Iteration 23Q: 3 clusters Score -838323.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -838404.437500 Penalty: 4449.208008
	Iteration 24Q: 3 clusters Score -838404.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -838478.812500 Penalty: 4449.208008
	Iteration 25Q: 3 clusters Score -838478.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -838527.312500 Penalty: 4449.208008
	Iteration 26Q: 3 clusters Score -838527.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -838562.562500 Penalty: 4449.208008
	Iteration 27Q: 3 clusters Score -838562.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -838589.187500 Penalty: 4449.208008
	Iteration 28Q: 3 clusters Score -838589.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -838602.937500 Penalty: 4449.208008
	Iteration 29Q: 3 clusters Score -838602.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -838611.437500 Penalty: 4449.208008
	Iteration 30Q: 3 clusters Score -838611.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -838618.687500 Penalty: 4449.208008
	Iteration 31Q: 3 clusters Score -838618.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -838621.125000 Penalty: 4449.208008
	Iteration 32Q: 3 clusters Score -838621.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -838622.375000 Penalty: 4449.208008
	Iteration 33Q: 3 clusters Score -838622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -838624.937500 Penalty: 4449.208008
	Iteration 34Q: 3 clusters Score -838624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -838627.062500 Penalty: 4449.208008
	Iteration 35Q: 3 clusters Score -838627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -838628.562500 Penalty: 4449.208008
	Iteration 36Q: 3 clusters Score -838628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -838630.937500 Penalty: 4449.208008
	Iteration 37Q: 3 clusters Score -838630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -838632.375000 Penalty: 4449.208008
	Iteration 38Q: 3 clusters Score -838632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -838633.125000 Penalty: 4449.208008
	Iteration 39Q: 3 clusters Score -838633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -838635.250000 Penalty: 4449.208008
	Iteration 40F: 3 clusters Score -838635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -838634.562500 Penalty: 4449.208008
	Iteration 41Q: 3 clusters Score -838634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -838635.062500 Penalty: 4449.208008
	Iteration 42Q: 3 clusters Score -838635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -838635.812500 Penalty: 4449.208008
	Iteration 43Q: 3 clusters Score -838635.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -838635.812500 Penalty: 4449.208008
	Iteration 44F: 3 clusters Score -838635.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (172046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172046 members 
Entering Unmasked Estep 
Score: -20323152.000000 Penalty: 2989.768311
	Iteration 0F: 2 clusters Score -2.032315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -20211090.000000 Penalty: 5979.536621
	Iteration 0F: 3 clusters Score -2.021109e+07 nChanged 82416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 81921 members 
Entering Unmasked Estep 
Score: -20260288.000000 Penalty: 5979.536621
	Iteration 1F: 3 clusters Score -2.026029e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 79744 members 
Entering Unmasked Estep 
Score: -20262376.000000 Penalty: 5979.536621
	Iteration 2Q: 3 clusters Score -2.026238e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95342 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -20265530.000000 Penalty: 5979.536621
	Iteration 3Q: 3 clusters Score -2.026553e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -20269584.000000 Penalty: 5979.536621
	Iteration 4Q: 3 clusters Score -2.026958e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -20275114.000000 Penalty: 5979.536621
	Iteration 5F: 3 clusters Score -2.027511e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -20282122.000000 Penalty: 5979.536621
	Iteration 6F: 3 clusters Score -2.028212e+07 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -20289336.000000 Penalty: 5979.536621
	Iteration 7F: 3 clusters Score -2.028934e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117613 members 
Mstep: Class 2 contains 54433 members 
Entering Unmasked Estep 
Score: -20296216.000000 Penalty: 5979.536621
	Iteration 8F: 3 clusters Score -2.029622e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -20301466.000000 Penalty: 5979.536621
	Iteration 9Q: 3 clusters Score -2.030147e+07 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121857 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -20305462.000000 Penalty: 5979.536621
	Iteration 10Q: 3 clusters Score -2.030546e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122741 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -20308470.000000 Penalty: 5979.536621
	Iteration 11Q: 3 clusters Score -2.030847e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123010 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -20310730.000000 Penalty: 5979.536621
	Iteration 12Q: 3 clusters Score -2.031073e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122986 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -20312644.000000 Penalty: 5979.536621
	Iteration 13Q: 3 clusters Score -2.031264e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122807 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -20314124.000000 Penalty: 5979.536621
	Iteration 14Q: 3 clusters Score -2.031412e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -20315098.000000 Penalty: 5979.536621
	Iteration 15Q: 3 clusters Score -2.03151e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122259 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -20315752.000000 Penalty: 5979.536621
	Iteration 16Q: 3 clusters Score -2.031575e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122087 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -20316306.000000 Penalty: 5979.536621
	Iteration 17Q: 3 clusters Score -2.031631e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121922 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -20316634.000000 Penalty: 5979.536621
	Iteration 18Q: 3 clusters Score -2.031663e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121800 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -20316818.000000 Penalty: 5979.536621
	Iteration 19Q: 3 clusters Score -2.031682e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121750 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -20316970.000000 Penalty: 5979.536621
	Iteration 20F: 3 clusters Score -2.031697e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121743 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -20317108.000000 Penalty: 5979.536621
	Iteration 21Q: 3 clusters Score -2.031711e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121790 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -20317204.000000 Penalty: 5979.536621
	Iteration 22Q: 3 clusters Score -2.03172e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121823 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -20317324.000000 Penalty: 5979.536621
	Iteration 23Q: 3 clusters Score -2.031732e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121859 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -20317292.000000 Penalty: 5979.536621
	Iteration 24Q: 3 clusters Score -2.031729e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -20317404.000000 Penalty: 5979.536621
	Iteration 25Q: 3 clusters Score -2.03174e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121906 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -20317358.000000 Penalty: 5979.536621
	Iteration 26Q: 3 clusters Score -2.031736e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -20317314.000000 Penalty: 5979.536621
	Iteration 27Q: 3 clusters Score -2.031731e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121970 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -20317330.000000 Penalty: 5979.536621
	Iteration 28Q: 3 clusters Score -2.031733e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121998 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -20317312.000000 Penalty: 5979.536621
	Iteration 29Q: 3 clusters Score -2.031731e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122045 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -20317328.000000 Penalty: 5979.536621
	Iteration 30Q: 3 clusters Score -2.031733e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122100 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -20317324.000000 Penalty: 5979.536621
	Iteration 31Q: 3 clusters Score -2.031732e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122150 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -20317294.000000 Penalty: 5979.536621
	Iteration 32Q: 3 clusters Score -2.031729e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122196 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -20317316.000000 Penalty: 5979.536621
	Iteration 33Q: 3 clusters Score -2.031732e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122235 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -20317294.000000 Penalty: 5979.536621
	Iteration 34Q: 3 clusters Score -2.031729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -20317286.000000 Penalty: 5979.536621
	Iteration 35Q: 3 clusters Score -2.031729e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122307 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -20317276.000000 Penalty: 5979.536621
	Iteration 36Q: 3 clusters Score -2.031728e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122348 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -20317246.000000 Penalty: 5979.536621
	Iteration 37Q: 3 clusters Score -2.031725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122378 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -20317262.000000 Penalty: 5979.536621
	Iteration 38Q: 3 clusters Score -2.031726e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122411 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -20317276.000000 Penalty: 5979.536621
	Iteration 39Q: 3 clusters Score -2.031728e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -20317286.000000 Penalty: 5979.536621
	Iteration 40F: 3 clusters Score -2.031729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -20317284.000000 Penalty: 5979.536621
	Iteration 41Q: 3 clusters Score -2.031728e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122534 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -20317266.000000 Penalty: 5979.536621
	Iteration 42Q: 3 clusters Score -2.031727e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -20317266.000000 Penalty: 5979.536621
	Iteration 43Q: 3 clusters Score -2.031727e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122649 members 
Mstep: Class 2 contains 49397 members 
Entering Unmasked Estep 
Score: -20317268.000000 Penalty: 5979.536621
	Iteration 44Q: 3 clusters Score -2.031727e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122715 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -20317304.000000 Penalty: 5979.536621
	Iteration 45Q: 3 clusters Score -2.03173e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122771 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -20317304.000000 Penalty: 5979.536621
	Iteration 46Q: 3 clusters Score -2.03173e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122820 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -20317292.000000 Penalty: 5979.536621
	Iteration 47Q: 3 clusters Score -2.031729e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122869 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -20317320.000000 Penalty: 5979.536621
	Iteration 48Q: 3 clusters Score -2.031732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122911 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -20317302.000000 Penalty: 5979.536621
	Iteration 49Q: 3 clusters Score -2.03173e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122944 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -20317304.000000 Penalty: 5979.536621
	Iteration 50Q: 3 clusters Score -2.03173e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122980 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -20317294.000000 Penalty: 5979.536621
	Iteration 51Q: 3 clusters Score -2.031729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123015 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -20317302.000000 Penalty: 5979.536621
	Iteration 52Q: 3 clusters Score -2.03173e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123049 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -20317276.000000 Penalty: 5979.536621
	Iteration 53Q: 3 clusters Score -2.031728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -20317290.000000 Penalty: 5979.536621
	Iteration 54Q: 3 clusters Score -2.031729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123112 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -20317298.000000 Penalty: 5979.536621
	Iteration 55Q: 3 clusters Score -2.03173e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123148 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -20317318.000000 Penalty: 5979.536621
	Iteration 56Q: 3 clusters Score -2.031732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123186 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -20317296.000000 Penalty: 5979.536621
	Iteration 57Q: 3 clusters Score -2.03173e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123223 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -20317306.000000 Penalty: 5979.536621
	Iteration 58Q: 3 clusters Score -2.031731e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123267 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -20317320.000000 Penalty: 5979.536621
	Iteration 59Q: 3 clusters Score -2.031732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123307 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -20317334.000000 Penalty: 5979.536621
	Iteration 60F: 3 clusters Score -2.031733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -20317366.000000 Penalty: 5979.536621
	Iteration 61Q: 3 clusters Score -2.031737e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123397 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -20317342.000000 Penalty: 5979.536621
	Iteration 62Q: 3 clusters Score -2.031734e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123449 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -20317334.000000 Penalty: 5979.536621
	Iteration 63Q: 3 clusters Score -2.031733e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123508 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -20317358.000000 Penalty: 5979.536621
	Iteration 64Q: 3 clusters Score -2.031736e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -20317354.000000 Penalty: 5979.536621
	Iteration 65Q: 3 clusters Score -2.031735e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123619 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -20317378.000000 Penalty: 5979.536621
	Iteration 66Q: 3 clusters Score -2.031738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123670 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -20317400.000000 Penalty: 5979.536621
	Iteration 67Q: 3 clusters Score -2.03174e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123720 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -20317396.000000 Penalty: 5979.536621
	Iteration 68Q: 3 clusters Score -2.03174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123762 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -20317406.000000 Penalty: 5979.536621
	Iteration 69Q: 3 clusters Score -2.031741e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123821 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -20317410.000000 Penalty: 5979.536621
	Iteration 70Q: 3 clusters Score -2.031741e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123875 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -20317426.000000 Penalty: 5979.536621
	Iteration 71Q: 3 clusters Score -2.031743e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123932 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -20317392.000000 Penalty: 5979.536621
	Iteration 72Q: 3 clusters Score -2.031739e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123996 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -20317368.000000 Penalty: 5979.536621
	Iteration 73Q: 3 clusters Score -2.031737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124055 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -20317358.000000 Penalty: 5979.536621
	Iteration 74Q: 3 clusters Score -2.031736e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124111 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -20317360.000000 Penalty: 5979.536621
	Iteration 75Q: 3 clusters Score -2.031736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -20317392.000000 Penalty: 5979.536621
	Iteration 76Q: 3 clusters Score -2.031739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124208 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -20317374.000000 Penalty: 5979.536621
	Iteration 77Q: 3 clusters Score -2.031737e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -20317400.000000 Penalty: 5979.536621
	Iteration 78Q: 3 clusters Score -2.03174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -20317394.000000 Penalty: 5979.536621
	Iteration 79Q: 3 clusters Score -2.031739e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124392 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -20317404.000000 Penalty: 5979.536621
	Iteration 80F: 3 clusters Score -2.03174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124462 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -20317398.000000 Penalty: 5979.536621
	Iteration 81Q: 3 clusters Score -2.03174e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124538 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -20317426.000000 Penalty: 5979.536621
	Iteration 82Q: 3 clusters Score -2.031743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -20317432.000000 Penalty: 5979.536621
	Iteration 83Q: 3 clusters Score -2.031743e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124663 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -20317430.000000 Penalty: 5979.536621
	Iteration 84Q: 3 clusters Score -2.031743e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124719 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -20317444.000000 Penalty: 5979.536621
	Iteration 85Q: 3 clusters Score -2.031744e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -20317410.000000 Penalty: 5979.536621
	Iteration 86Q: 3 clusters Score -2.031741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124817 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -20317412.000000 Penalty: 5979.536621
	Iteration 87Q: 3 clusters Score -2.031741e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124873 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -20317422.000000 Penalty: 5979.536621
	Iteration 88Q: 3 clusters Score -2.031742e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124930 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -20317436.000000 Penalty: 5979.536621
	Iteration 89Q: 3 clusters Score -2.031744e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124998 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -20317434.000000 Penalty: 5979.536621
	Iteration 90Q: 3 clusters Score -2.031743e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -20317462.000000 Penalty: 5979.536621
	Iteration 91Q: 3 clusters Score -2.031746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -20317446.000000 Penalty: 5979.536621
	Iteration 92Q: 3 clusters Score -2.031745e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -20317442.000000 Penalty: 5979.536621
	Iteration 93Q: 3 clusters Score -2.031744e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125338 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -20317466.000000 Penalty: 5979.536621
	Iteration 94Q: 3 clusters Score -2.031747e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125467 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -20317494.000000 Penalty: 5979.536621
	Iteration 95Q: 3 clusters Score -2.031749e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125608 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -20317482.000000 Penalty: 5979.536621
	Iteration 96Q: 3 clusters Score -2.031748e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125736 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -20317506.000000 Penalty: 5979.536621
	Iteration 97Q: 3 clusters Score -2.031751e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125867 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -20317510.000000 Penalty: 5979.536621
	Iteration 98Q: 3 clusters Score -2.031751e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126017 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -20317490.000000 Penalty: 5979.536621
	Iteration 99Q: 3 clusters Score -2.031749e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126164 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -20317480.000000 Penalty: 5979.536621
	Iteration 100F: 3 clusters Score -2.031748e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126310 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -20317464.000000 Penalty: 5979.536621
	Iteration 101Q: 3 clusters Score -2.031746e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126458 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -20317464.000000 Penalty: 5979.536621
	Iteration 102Q: 3 clusters Score -2.031746e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126627 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -20317506.000000 Penalty: 5979.536621
	Iteration 103Q: 3 clusters Score -2.031751e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126794 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -20317508.000000 Penalty: 5979.536621
	Iteration 104Q: 3 clusters Score -2.031751e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127003 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -20317456.000000 Penalty: 5979.536621
	Iteration 105Q: 3 clusters Score -2.031746e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127201 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -20317462.000000 Penalty: 5979.536621
	Iteration 106Q: 3 clusters Score -2.031746e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127385 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -20317438.000000 Penalty: 5979.536621
	Iteration 107Q: 3 clusters Score -2.031744e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127568 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -20317414.000000 Penalty: 5979.536621
	Iteration 108Q: 3 clusters Score -2.031741e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -20317424.000000 Penalty: 5979.536621
	Iteration 109Q: 3 clusters Score -2.031742e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127940 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -20317420.000000 Penalty: 5979.536621
	Iteration 110Q: 3 clusters Score -2.031742e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128114 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -20317420.000000 Penalty: 5979.536621
	Iteration 111Q: 3 clusters Score -2.031742e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128276 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -20317452.000000 Penalty: 5979.536621
	Iteration 112Q: 3 clusters Score -2.031745e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128436 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -20317498.000000 Penalty: 5979.536621
	Iteration 113Q: 3 clusters Score -2.03175e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128619 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -20317490.000000 Penalty: 5979.536621
	Iteration 114Q: 3 clusters Score -2.031749e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -20317480.000000 Penalty: 5979.536621
	Iteration 115Q: 3 clusters Score -2.031748e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -20317476.000000 Penalty: 5979.536621
	Iteration 116Q: 3 clusters Score -2.031748e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129170 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -20317442.000000 Penalty: 5979.536621
	Iteration 117Q: 3 clusters Score -2.031744e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129330 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -20317474.000000 Penalty: 5979.536621
	Iteration 118Q: 3 clusters Score -2.031747e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129489 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -20317428.000000 Penalty: 5979.536621
	Iteration 119Q: 3 clusters Score -2.031743e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129621 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -20317422.000000 Penalty: 5979.536621
	Iteration 120F: 3 clusters Score -2.031742e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129733 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -20317462.000000 Penalty: 5979.536621
	Iteration 121Q: 3 clusters Score -2.031746e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129866 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -20317436.000000 Penalty: 5979.536621
	Iteration 122Q: 3 clusters Score -2.031744e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129996 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -20317404.000000 Penalty: 5979.536621
	Iteration 123Q: 3 clusters Score -2.03174e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130124 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -20317384.000000 Penalty: 5979.536621
	Iteration 124Q: 3 clusters Score -2.031738e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130258 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -20317390.000000 Penalty: 5979.536621
	Iteration 125Q: 3 clusters Score -2.031739e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130386 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -20317386.000000 Penalty: 5979.536621
	Iteration 126Q: 3 clusters Score -2.031739e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130520 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -20317430.000000 Penalty: 5979.536621
	Iteration 127Q: 3 clusters Score -2.031743e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130668 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -20317422.000000 Penalty: 5979.536621
	Iteration 128Q: 3 clusters Score -2.031742e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130816 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -20317428.000000 Penalty: 5979.536621
	Iteration 129Q: 3 clusters Score -2.031743e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -20317416.000000 Penalty: 5979.536621
	Iteration 130Q: 3 clusters Score -2.031742e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -20317426.000000 Penalty: 5979.536621
	Iteration 131Q: 3 clusters Score -2.031743e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131294 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -20317406.000000 Penalty: 5979.536621
	Iteration 132Q: 3 clusters Score -2.031741e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131477 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -20317400.000000 Penalty: 5979.536621
	Iteration 133Q: 3 clusters Score -2.03174e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131661 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -20317364.000000 Penalty: 5979.536621
	Iteration 134Q: 3 clusters Score -2.031736e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131854 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -20317336.000000 Penalty: 5979.536621
	Iteration 135Q: 3 clusters Score -2.031734e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132053 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -20317382.000000 Penalty: 5979.536621
	Iteration 136Q: 3 clusters Score -2.031738e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132260 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -20317370.000000 Penalty: 5979.536621
	Iteration 137Q: 3 clusters Score -2.031737e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132490 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -20317380.000000 Penalty: 5979.536621
	Iteration 138Q: 3 clusters Score -2.031738e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132693 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -20317352.000000 Penalty: 5979.536621
	Iteration 139Q: 3 clusters Score -2.031735e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132887 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -20317348.000000 Penalty: 5979.536621
	Iteration 140F: 3 clusters Score -2.031735e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133096 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -20317326.000000 Penalty: 5979.536621
	Iteration 141Q: 3 clusters Score -2.031733e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133323 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -20317368.000000 Penalty: 5979.536621
	Iteration 142Q: 3 clusters Score -2.031737e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133558 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -20317364.000000 Penalty: 5979.536621
	Iteration 143Q: 3 clusters Score -2.031736e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133803 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -20317374.000000 Penalty: 5979.536621
	Iteration 144Q: 3 clusters Score -2.031737e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -20317428.000000 Penalty: 5979.536621
	Iteration 145Q: 3 clusters Score -2.031743e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134344 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -20317392.000000 Penalty: 5979.536621
	Iteration 146Q: 3 clusters Score -2.031739e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134610 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -20317390.000000 Penalty: 5979.536621
	Iteration 147Q: 3 clusters Score -2.031739e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134893 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -20317428.000000 Penalty: 5979.536621
	Iteration 148Q: 3 clusters Score -2.031743e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135157 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -20317452.000000 Penalty: 5979.536621
	Iteration 149Q: 3 clusters Score -2.031745e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135432 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -20317430.000000 Penalty: 5979.536621
	Iteration 150Q: 3 clusters Score -2.031743e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135735 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -20317458.000000 Penalty: 5979.536621
	Iteration 151Q: 3 clusters Score -2.031746e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136034 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -20317472.000000 Penalty: 5979.536621
	Iteration 152Q: 3 clusters Score -2.031747e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136336 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -20317464.000000 Penalty: 5979.536621
	Iteration 153Q: 3 clusters Score -2.031746e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136648 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -20317416.000000 Penalty: 5979.536621
	Iteration 154Q: 3 clusters Score -2.031742e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136966 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -20317396.000000 Penalty: 5979.536621
	Iteration 155Q: 3 clusters Score -2.03174e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137257 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -20317414.000000 Penalty: 5979.536621
	Iteration 156Q: 3 clusters Score -2.031741e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137517 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -20317402.000000 Penalty: 5979.536621
	Iteration 157Q: 3 clusters Score -2.03174e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137777 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -20317412.000000 Penalty: 5979.536621
	Iteration 158Q: 3 clusters Score -2.031741e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138051 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -20317456.000000 Penalty: 5979.536621
	Iteration 159Q: 3 clusters Score -2.031746e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138362 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -20317500.000000 Penalty: 5979.536621
	Iteration 160F: 3 clusters Score -2.03175e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138668 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -20317514.000000 Penalty: 5979.536621
	Iteration 161Q: 3 clusters Score -2.031751e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -20317556.000000 Penalty: 5979.536621
	Iteration 162Q: 3 clusters Score -2.031756e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139320 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -20317604.000000 Penalty: 5979.536621
	Iteration 163Q: 3 clusters Score -2.03176e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -20317668.000000 Penalty: 5979.536621
	Iteration 164Q: 3 clusters Score -2.031767e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140059 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -20317734.000000 Penalty: 5979.536621
	Iteration 165Q: 3 clusters Score -2.031773e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140432 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -20317810.000000 Penalty: 5979.536621
	Iteration 166Q: 3 clusters Score -2.031781e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140842 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -20317820.000000 Penalty: 5979.536621
	Iteration 167Q: 3 clusters Score -2.031782e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141256 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -20317906.000000 Penalty: 5979.536621
	Iteration 168Q: 3 clusters Score -2.031791e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141676 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -20317964.000000 Penalty: 5979.536621
	Iteration 169Q: 3 clusters Score -2.031796e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142137 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -20317992.000000 Penalty: 5979.536621
	Iteration 170Q: 3 clusters Score -2.031799e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -20318040.000000 Penalty: 5979.536621
	Iteration 171Q: 3 clusters Score -2.031804e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143128 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -20318060.000000 Penalty: 5979.536621
	Iteration 172Q: 3 clusters Score -2.031806e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -20318086.000000 Penalty: 5979.536621
	Iteration 173Q: 3 clusters Score -2.031809e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -20318128.000000 Penalty: 5979.536621
	Iteration 174Q: 3 clusters Score -2.031813e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -20318154.000000 Penalty: 5979.536621
	Iteration 175Q: 3 clusters Score -2.031815e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145458 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -20318236.000000 Penalty: 5979.536621
	Iteration 176Q: 3 clusters Score -2.031824e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146166 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -20318358.000000 Penalty: 5979.536621
	Iteration 177Q: 3 clusters Score -2.031836e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146946 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -20318384.000000 Penalty: 5979.536621
	Iteration 178Q: 3 clusters Score -2.031838e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147730 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -20318488.000000 Penalty: 5979.536621
	Iteration 179Q: 3 clusters Score -2.031849e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148576 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -20318560.000000 Penalty: 5979.536621
	Iteration 180F: 3 clusters Score -2.031856e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149507 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -20318768.000000 Penalty: 5979.536621
	Iteration 181Q: 3 clusters Score -2.031877e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150498 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -20318978.000000 Penalty: 5979.536621
	Iteration 182Q: 3 clusters Score -2.031898e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151531 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -20319182.000000 Penalty: 5979.536621
	Iteration 183Q: 3 clusters Score -2.031918e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152654 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -20319374.000000 Penalty: 5979.536621
	Iteration 184Q: 3 clusters Score -2.031937e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -20319552.000000 Penalty: 5979.536621
	Iteration 185Q: 3 clusters Score -2.031955e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -20319698.000000 Penalty: 5979.536621
	Iteration 186Q: 3 clusters Score -2.03197e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156008 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -20319884.000000 Penalty: 5979.536621
	Iteration 187Q: 3 clusters Score -2.031988e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157120 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -20320030.000000 Penalty: 5979.536621
	Iteration 188Q: 3 clusters Score -2.032003e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158228 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -20320202.000000 Penalty: 5979.536621
	Iteration 189Q: 3 clusters Score -2.03202e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159331 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -20320482.000000 Penalty: 5979.536621
	Iteration 190Q: 3 clusters Score -2.032048e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -20320696.000000 Penalty: 5979.536621
	Iteration 191Q: 3 clusters Score -2.03207e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161419 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -20320796.000000 Penalty: 5979.536621
	Iteration 192Q: 3 clusters Score -2.03208e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162324 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -20320950.000000 Penalty: 5979.536621
	Iteration 193Q: 3 clusters Score -2.032095e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -20321178.000000 Penalty: 5979.536621
	Iteration 194Q: 3 clusters Score -2.032118e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163951 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -20321280.000000 Penalty: 5979.536621
	Iteration 195Q: 3 clusters Score -2.032128e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164671 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -20321460.000000 Penalty: 5979.536621
	Iteration 196Q: 3 clusters Score -2.032146e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165297 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -20321482.000000 Penalty: 5979.536621
	Iteration 197Q: 3 clusters Score -2.032148e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165833 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -20321580.000000 Penalty: 5979.536621
	Iteration 198Q: 3 clusters Score -2.032158e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166303 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.032158e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -20321612.000000 Penalty: 5979.536621
	Iteration 200F: 3 clusters Score -2.032161e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167086 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -20321638.000000 Penalty: 5979.536621
	Iteration 201Q: 3 clusters Score -2.032164e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167379 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -20321616.000000 Penalty: 5979.536621
	Iteration 202Q: 3 clusters Score -2.032162e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167605 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.032166e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -20321628.000000 Penalty: 5979.536621
	Iteration 204Q: 3 clusters Score -2.032163e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -20321696.000000 Penalty: 5979.536621
	Iteration 205Q: 3 clusters Score -2.03217e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20321734.000000 Penalty: 5979.536621
	Iteration 206Q: 3 clusters Score -2.032173e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -20321772.000000 Penalty: 5979.536621
	Iteration 207Q: 3 clusters Score -2.032177e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168360 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -20321744.000000 Penalty: 5979.536621
	Iteration 208Q: 3 clusters Score -2.032174e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168436 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -20321734.000000 Penalty: 5979.536621
	Iteration 209Q: 3 clusters Score -2.032173e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168528 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -20321738.000000 Penalty: 5979.536621
	Iteration 210Q: 3 clusters Score -2.032174e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168608 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2.032177e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168678 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -20321790.000000 Penalty: 5979.536621
	Iteration 212Q: 3 clusters Score -2.032179e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168736 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.032179e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168786 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -20321794.000000 Penalty: 5979.536621
	Iteration 214Q: 3 clusters Score -2.032179e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2.03218e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168878 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -20321798.000000 Penalty: 5979.536621
	Iteration 216Q: 3 clusters Score -2.03218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168925 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -20321784.000000 Penalty: 5979.536621
	Iteration 217Q: 3 clusters Score -2.032178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -20321806.000000 Penalty: 5979.536621
	Iteration 218Q: 3 clusters Score -2.032181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168990 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -20321812.000000 Penalty: 5979.536621
	Iteration 219Q: 3 clusters Score -2.032181e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -20321808.000000 Penalty: 5979.536621
	Iteration 220F: 3 clusters Score -2.032181e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2.032179e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169087 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2.032176e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -20321752.000000 Penalty: 5979.536621
	Iteration 223Q: 3 clusters Score -2.032175e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169131 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -20321746.000000 Penalty: 5979.536621
	Iteration 224Q: 3 clusters Score -2.032175e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -20321786.000000 Penalty: 5979.536621
	Iteration 225Q: 3 clusters Score -2.032179e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 169186 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -20321782.000000 Penalty: 5979.536621
	Iteration 226Q: 3 clusters Score -2.032178e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -2.03218e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -2.032179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -20321776.000000 Penalty: 5979.536621
	Iteration 229Q: 3 clusters Score -2.032178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20321758.000000 Penalty: 5979.536621
	Iteration 230Q: 3 clusters Score -2.032176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169296 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20321772.000000 Penalty: 5979.536621
	Iteration 231Q: 3 clusters Score -2.032177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -2.032176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -20321754.000000 Penalty: 5979.536621
	Iteration 233Q: 3 clusters Score -2.032175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169337 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -20321770.000000 Penalty: 5979.536621
	Iteration 234Q: 3 clusters Score -2.032177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20321756.000000 Penalty: 5979.536621
	Iteration 235Q: 3 clusters Score -2.032176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -20321774.000000 Penalty: 5979.536621
	Iteration 236Q: 3 clusters Score -2.032177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -2.032177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -20321750.000000 Penalty: 5979.536621
	Iteration 238Q: 3 clusters Score -2.032175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -20321758.000000 Penalty: 5979.536621
	Iteration 239Q: 3 clusters Score -2.032176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -20321768.000000 Penalty: 5979.536621
	Iteration 240F: 3 clusters Score -2.032177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20321766.000000 Penalty: 5979.536621
	Iteration 241Q: 3 clusters Score -2.032177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -20321762.000000 Penalty: 5979.536621
	Iteration 242Q: 3 clusters Score -2.032176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -2.032176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -20321754.000000 Penalty: 5979.536621
	Iteration 244Q: 3 clusters Score -2.032175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -2.032177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169420 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -20321764.000000 Penalty: 5979.536621
	Iteration 246Q: 3 clusters Score -2.032176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169428 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -2.032175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169432 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -20321748.000000 Penalty: 5979.536621
	Iteration 248Q: 3 clusters Score -2.032175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169439 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -2.032177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169448 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -20321786.000000 Penalty: 5979.536621
	Iteration 250Q: 3 clusters Score -2.032179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -20321788.000000 Penalty: 5979.536621
	Iteration 251Q: 3 clusters Score -2.032179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -20321766.000000 Penalty: 5979.536621
	Iteration 252Q: 3 clusters Score -2.032177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169470 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -20321790.000000 Penalty: 5979.536621
	Iteration 253Q: 3 clusters Score -2.032179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20321790.000000 Penalty: 5979.536621
	Iteration 254Q: 3 clusters Score -2.032179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -20321804.000000 Penalty: 5979.536621
	Iteration 255Q: 3 clusters Score -2.03218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20321798.000000 Penalty: 5979.536621
	Iteration 256Q: 3 clusters Score -2.03218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -20321800.000000 Penalty: 5979.536621
	Iteration 257Q: 3 clusters Score -2.03218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -20321782.000000 Penalty: 5979.536621
	Iteration 258Q: 3 clusters Score -2.032178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169491 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -20321782.000000 Penalty: 5979.536621
	Iteration 259Q: 3 clusters Score -2.032178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169496 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20321782.000000 Penalty: 5979.536621
	Iteration 260F: 3 clusters Score -2.032178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169498 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -2.032178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -20321780.000000 Penalty: 5979.536621
	Iteration 262Q: 3 clusters Score -2.032178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169508 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -20321774.000000 Penalty: 5979.536621
	Iteration 263Q: 3 clusters Score -2.032177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169512 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -20321784.000000 Penalty: 5979.536621
	Iteration 264Q: 3 clusters Score -2.032178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169516 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -20321782.000000 Penalty: 5979.536621
	Iteration 265Q: 3 clusters Score -2.032178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169518 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -20321776.000000 Penalty: 5979.536621
	Iteration 266Q: 3 clusters Score -2.032178e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20321774.000000 Penalty: 5979.536621
	Iteration 267Q: 3 clusters Score -2.032177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169524 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -20321770.000000 Penalty: 5979.536621
	Iteration 268Q: 3 clusters Score -2.032177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20321790.000000 Penalty: 5979.536621
	Iteration 269Q: 3 clusters Score -2.032179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20321798.000000 Penalty: 5979.536621
	Iteration 270Q: 3 clusters Score -2.03218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -20321792.000000 Penalty: 5979.536621
	Iteration 271Q: 3 clusters Score -2.032179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -20321788.000000 Penalty: 5979.536621
	Iteration 272Q: 3 clusters Score -2.032179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -20321804.000000 Penalty: 5979.536621
	Iteration 273Q: 3 clusters Score -2.03218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -20321790.000000 Penalty: 5979.536621
	Iteration 274Q: 3 clusters Score -2.032179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -20321782.000000 Penalty: 5979.536621
	Iteration 275Q: 3 clusters Score -2.032178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20321786.000000 Penalty: 5979.536621
	Iteration 276Q: 3 clusters Score -2.032179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -20321760.000000 Penalty: 5979.536621
	Iteration 277Q: 3 clusters Score -2.032176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169575 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -20321766.000000 Penalty: 5979.536621
	Iteration 278Q: 3 clusters Score -2.032177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -20321766.000000 Penalty: 5979.536621
	Iteration 279Q: 3 clusters Score -2.032177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -20321772.000000 Penalty: 5979.536621
	Iteration 280F: 3 clusters Score -2.032177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -20321772.000000 Penalty: 5979.536621
	Iteration 281Q: 3 clusters Score -2.032177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20321772.000000 Penalty: 5979.536621
	Iteration 282Q: 3 clusters Score -2.032177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -20321778.000000 Penalty: 5979.536621
	Iteration 283Q: 3 clusters Score -2.032178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -20321784.000000 Penalty: 5979.536621
	Iteration 284Q: 3 clusters Score -2.032178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169586 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -20321772.000000 Penalty: 5979.536621
	Iteration 285Q: 3 clusters Score -2.032177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -20321774.000000 Penalty: 5979.536621
	Iteration 286Q: 3 clusters Score -2.032177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -20321770.000000 Penalty: 5979.536621
	Iteration 287Q: 3 clusters Score -2.032177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169586 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -20321768.000000 Penalty: 5979.536621
	Iteration 288Q: 3 clusters Score -2.032177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169585 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20321776.000000 Penalty: 5979.536621
	Iteration 289Q: 3 clusters Score -2.032178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -20321782.000000 Penalty: 5979.536621
	Iteration 290Q: 3 clusters Score -2.032178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -20321784.000000 Penalty: 5979.536621
	Iteration 291Q: 3 clusters Score -2.032178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169586 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -20321788.000000 Penalty: 5979.536621
	Iteration 292Q: 3 clusters Score -2.032179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169588 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -20321792.000000 Penalty: 5979.536621
	Iteration 293Q: 3 clusters Score -2.032179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20321792.000000 Penalty: 5979.536621
	Iteration 294Q: 3 clusters Score -2.032179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20321792.000000 Penalty: 5979.536621
	Iteration 295F: 3 clusters Score -2.032179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -137622.234375 Penalty: 1784.592407
	Iteration 0F: 2 clusters Score -137622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -135622.828125 Penalty: 3569.184814
	Iteration 0F: 3 clusters Score -135622.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -136836.953125 Penalty: 3569.184814
	Iteration 1F: 3 clusters Score -136837 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137676.843750 Penalty: 3569.184814
	Iteration 2F: 3 clusters Score -137676.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -138297.625000 Penalty: 3569.184814
	Iteration 3F: 3 clusters Score -138297.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139159.125000 Penalty: 3569.184814
	Iteration 4F: 3 clusters Score -139159.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139776.640625 Penalty: 3569.184814
	Iteration 5Q: 3 clusters Score -139776.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139839.640625 Penalty: 3569.184814
	Iteration 6Q: 3 clusters Score -139839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139842.859375 Penalty: 3569.184814
	Iteration 7Q: 3 clusters Score -139842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139842.859375 Penalty: 3569.184814
	Iteration 8F: 3 clusters Score -139842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 48352 members 
Mstep: Class 4 contains 182926 members 
Mstep: Class 5 contains 187034 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 22120 members 
Mstep: Class 9 contains 23824 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 43961 members 
Mstep: Class 12 contains 9831 members 
Mstep: Class 13 contains 13448 members 
Mstep: Class 14 contains 98844 members 
Mstep: Class 15 contains 123015 members 
Mstep: Class 16 contains 199058 members 
Mstep: Class 17 contains 14438 members 
Mstep: Class 18 contains 74418 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 7265 members 
Mstep: Class 21 contains 204651 members 
Mstep: Class 22 contains 198733 members 
Mstep: Class 23 contains 26853 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 36973 members 
Mstep: Class 26 contains 7269 members 
Mstep: Class 27 contains 10998 members 
Mstep: Class 28 contains 101965 members 
Mstep: Class 29 contains 14493 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 172046 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 14194 members 
Mstep: Class 35 contains 38289 members 
Mstep: Class 36 contains 672 members 
Mstep: Class 37 contains 548 members 
Entering Unmasked Estep 
Score: -225953104.000000 Penalty: 133191.765625
Splitting cluster 33 changes total score from -225952800.000000 to -225953104.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 34 (14194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Entering Unmasked Estep 
Score: -1630540.125000 Penalty: 2371.022461
	Iteration 0F: 2 clusters Score -1630540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1620214.500000 Penalty: 4742.044922
	Iteration 0F: 3 clusters Score -1620214 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1623456.375000 Penalty: 4742.044922
	Iteration 1F: 3 clusters Score -1623456 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1623808.625000 Penalty: 4742.044922
	Iteration 2F: 3 clusters Score -1623809 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1624071.875000 Penalty: 4742.044922
	Iteration 3Q: 3 clusters Score -1624072 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1624279.000000 Penalty: 4742.044922
	Iteration 4Q: 3 clusters Score -1624279 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1624446.375000 Penalty: 4742.044922
	Iteration 5Q: 3 clusters Score -1624446 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1624559.500000 Penalty: 4742.044922
	Iteration 6Q: 3 clusters Score -1624560 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1624688.750000 Penalty: 4742.044922
	Iteration 7Q: 3 clusters Score -1624689 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1624813.125000 Penalty: 4742.044922
	Iteration 8Q: 3 clusters Score -1624813 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1624937.625000 Penalty: 4742.044922
	Iteration 9Q: 3 clusters Score -1624938 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1625047.875000 Penalty: 4742.044922
	Iteration 10Q: 3 clusters Score -1625048 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1625176.125000 Penalty: 4742.044922
	Iteration 11Q: 3 clusters Score -1625176 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1625327.000000 Penalty: 4742.044922
	Iteration 12Q: 3 clusters Score -1625327 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1625490.000000 Penalty: 4742.044922
	Iteration 13Q: 3 clusters Score -1625490 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1625665.750000 Penalty: 4742.044922
	Iteration 14Q: 3 clusters Score -1625666 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1625870.375000 Penalty: 4742.044922
	Iteration 15Q: 3 clusters Score -1625870 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1626090.875000 Penalty: 4742.044922
	Iteration 16Q: 3 clusters Score -1626091 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1626318.125000 Penalty: 4742.044922
	Iteration 17Q: 3 clusters Score -1626318 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1626599.250000 Penalty: 4742.044922
	Iteration 18Q: 3 clusters Score -1626599 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1626904.000000 Penalty: 4742.044922
	Iteration 19Q: 3 clusters Score -1626904 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1627231.125000 Penalty: 4742.044922
	Iteration 20F: 3 clusters Score -1627231 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1627545.000000 Penalty: 4742.044922
	Iteration 21Q: 3 clusters Score -1627545 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1627804.500000 Penalty: 4742.044922
	Iteration 22Q: 3 clusters Score -1627804 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1627997.000000 Penalty: 4742.044922
	Iteration 23Q: 3 clusters Score -1627997 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1628128.375000 Penalty: 4742.044922
	Iteration 24Q: 3 clusters Score -1628128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1628231.250000 Penalty: 4742.044922
	Iteration 25Q: 3 clusters Score -1628231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1628293.000000 Penalty: 4742.044922
	Iteration 26Q: 3 clusters Score -1628293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1628341.250000 Penalty: 4742.044922
	Iteration 27Q: 3 clusters Score -1628341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1628377.500000 Penalty: 4742.044922
	Iteration 28Q: 3 clusters Score -1628378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1628412.125000 Penalty: 4742.044922
	Iteration 29Q: 3 clusters Score -1628412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1628437.625000 Penalty: 4742.044922
	Iteration 30Q: 3 clusters Score -1628438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1628449.750000 Penalty: 4742.044922
	Iteration 31Q: 3 clusters Score -1628450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1628466.875000 Penalty: 4742.044922
	Iteration 32Q: 3 clusters Score -1628467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1628481.000000 Penalty: 4742.044922
	Iteration 33Q: 3 clusters Score -1628481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1628490.125000 Penalty: 4742.044922
	Iteration 34Q: 3 clusters Score -1628490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1628499.750000 Penalty: 4742.044922
	Iteration 35Q: 3 clusters Score -1628500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1628512.750000 Penalty: 4742.044922
	Iteration 36Q: 3 clusters Score -1628513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1628521.125000 Penalty: 4742.044922
	Iteration 37Q: 3 clusters Score -1628521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1628532.750000 Penalty: 4742.044922
	Iteration 38Q: 3 clusters Score -1628533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1628538.250000 Penalty: 4742.044922
	Iteration 39Q: 3 clusters Score -1628538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1628543.375000 Penalty: 4742.044922
	Iteration 40F: 3 clusters Score -1628543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1628551.000000 Penalty: 4742.044922
	Iteration 41Q: 3 clusters Score -1628551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1628554.750000 Penalty: 4742.044922
	Iteration 42Q: 3 clusters Score -1628555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1628556.875000 Penalty: 4742.044922
	Iteration 43Q: 3 clusters Score -1628557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1628556.875000 Penalty: 4742.044922
	Iteration 44F: 3 clusters Score -1628557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (38289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Entering Unmasked Estep 
Score: -4114629.250000 Penalty: 2617.123535
	Iteration 0F: 2 clusters Score -4114629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4088608.500000 Penalty: 5234.247070
	Iteration 0F: 3 clusters Score -4088608 nChanged 17541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4098519.000000 Penalty: 5234.247070
	Iteration 1F: 3 clusters Score -4098519 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -4099500.750000 Penalty: 5234.247070
	Iteration 2F: 3 clusters Score -4099501 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4100756.500000 Penalty: 5234.247070
	Iteration 3F: 3 clusters Score -4100756 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -4102350.000000 Penalty: 5234.247070
	Iteration 4F: 3 clusters Score -4102350 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -4104213.000000 Penalty: 5234.247070
	Iteration 5F: 3 clusters Score -4104213 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4105916.500000 Penalty: 5234.247070
	Iteration 6F: 3 clusters Score -4105916 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4107340.000000 Penalty: 5234.247070
	Iteration 7F: 3 clusters Score -4107340 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4108329.750000 Penalty: 5234.247070
	Iteration 8Q: 3 clusters Score -4108330 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -4109122.250000 Penalty: 5234.247070
	Iteration 9Q: 3 clusters Score -4109122 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -4109802.750000 Penalty: 5234.247070
	Iteration 10Q: 3 clusters Score -4109803 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4110396.750000 Penalty: 5234.247070
	Iteration 11Q: 3 clusters Score -4110397 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -4110913.500000 Penalty: 5234.247070
	Iteration 12Q: 3 clusters Score -4110914 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -4111350.000000 Penalty: 5234.247070
	Iteration 13Q: 3 clusters Score -4111350 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4111737.250000 Penalty: 5234.247070
	Iteration 14Q: 3 clusters Score -4111737 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -4112036.750000 Penalty: 5234.247070
	Iteration 15Q: 3 clusters Score -4112037 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -4112244.750000 Penalty: 5234.247070
	Iteration 16Q: 3 clusters Score -4112245 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -4112436.750000 Penalty: 5234.247070
	Iteration 17Q: 3 clusters Score -4112437 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4112582.500000 Penalty: 5234.247070
	Iteration 18Q: 3 clusters Score -4112582 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4112665.750000 Penalty: 5234.247070
	Iteration 19Q: 3 clusters Score -4112666 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -4112731.000000 Penalty: 5234.247070
	Iteration 20F: 3 clusters Score -4112731 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4112792.000000 Penalty: 5234.247070
	Iteration 21Q: 3 clusters Score -4112792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -4112845.500000 Penalty: 5234.247070
	Iteration 22Q: 3 clusters Score -4112846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -4112876.500000 Penalty: 5234.247070
	Iteration 23Q: 3 clusters Score -4112876 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -4112912.000000 Penalty: 5234.247070
	Iteration 24Q: 3 clusters Score -4112912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -4112937.500000 Penalty: 5234.247070
	Iteration 25Q: 3 clusters Score -4112938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4112941.750000 Penalty: 5234.247070
	Iteration 26Q: 3 clusters Score -4112942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4112954.750000 Penalty: 5234.247070
	Iteration 27Q: 3 clusters Score -4112955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -4112960.000000 Penalty: 5234.247070
	Iteration 28Q: 3 clusters Score -4112960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4112962.500000 Penalty: 5234.247070
	Iteration 29Q: 3 clusters Score -4112962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -4112970.500000 Penalty: 5234.247070
	Iteration 30Q: 3 clusters Score -4112970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4112970.750000 Penalty: 5234.247070
	Iteration 31Q: 3 clusters Score -4112971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -4112974.000000 Penalty: 5234.247070
	Iteration 32Q: 3 clusters Score -4112974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4112981.500000 Penalty: 5234.247070
	Iteration 33Q: 3 clusters Score -4112982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4112981.500000 Penalty: 5234.247070
	Iteration 34Q: 3 clusters Score -4112982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4112989.500000 Penalty: 5234.247070
	Iteration 35Q: 3 clusters Score -4112990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -4112988.250000 Penalty: 5234.247070
	Iteration 36Q: 3 clusters Score -4112988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -4112994.500000 Penalty: 5234.247070
	Iteration 37Q: 3 clusters Score -4112994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4113001.000000 Penalty: 5234.247070
	Iteration 38Q: 3 clusters Score -4113001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -4113004.000000 Penalty: 5234.247070
	Iteration 39Q: 3 clusters Score -4113004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -4113007.250000 Penalty: 5234.247070
	Iteration 40F: 3 clusters Score -4113007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Entering Unmasked Estep 
Score: -65380.566406 Penalty: 1614.544067
	Iteration 0F: 2 clusters Score -65380.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63802.281250 Penalty: 3229.088135
	Iteration 0F: 3 clusters Score -63802.28 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64228.359375 Penalty: 3229.088135
	Iteration 1F: 3 clusters Score -64228.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64607.367188 Penalty: 3229.088135
	Iteration 2F: 3 clusters Score -64607.37 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -64780.277344 Penalty: 3229.088135
	Iteration 3F: 3 clusters Score -64780.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64888.812500 Penalty: 3229.088135
	Iteration 4Q: 3 clusters Score -64888.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -64993.882812 Penalty: 3229.088135
	Iteration 5Q: 3 clusters Score -64993.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65114.570312 Penalty: 3229.088135
	Iteration 6Q: 3 clusters Score -65114.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65217.191406 Penalty: 3229.088135
	Iteration 7Q: 3 clusters Score -65217.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -65290.277344 Penalty: 3229.088135
	Iteration 8Q: 3 clusters Score -65290.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -65353.199219 Penalty: 3229.088135
	Iteration 9Q: 3 clusters Score -65353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65370.878906 Penalty: 3229.088135
	Iteration 10Q: 3 clusters Score -65370.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65413.230469 Penalty: 3229.088135
	Iteration 11Q: 3 clusters Score -65413.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -65426.039062 Penalty: 3229.088135
	Iteration 12Q: 3 clusters Score -65426.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65435.671875 Penalty: 3229.088135
	Iteration 13Q: 3 clusters Score -65435.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65440.593750 Penalty: 3229.088135
	Iteration 14Q: 3 clusters Score -65440.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -65461.363281 Penalty: 3229.088135
	Iteration 15Q: 3 clusters Score -65461.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65472.093750 Penalty: 3229.088135
	Iteration 16Q: 3 clusters Score -65472.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -65477.839844 Penalty: 3229.088135
	Iteration 17Q: 3 clusters Score -65477.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -65481.687500 Penalty: 3229.088135
	Iteration 18Q: 3 clusters Score -65481.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -65501.992188 Penalty: 3229.088135
	Iteration 19Q: 3 clusters Score -65501.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65547.625000 Penalty: 3229.088135
	Iteration 20F: 3 clusters Score -65547.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -65605.570312 Penalty: 3229.088135
	Iteration 21Q: 3 clusters Score -65605.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -65780.921875 Penalty: 3229.088135
	Iteration 22Q: 3 clusters Score -65780.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66408.671875 Penalty: 3229.088135
	Iteration 23Q: 3 clusters Score -66408.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66926.921875 Penalty: 3229.088135
	Iteration 24Q: 3 clusters Score -66926.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -67080.648438 Penalty: 3229.088135
	Iteration 25Q: 3 clusters Score -67080.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67077.179688 Penalty: 3229.088135
	Iteration 26Q: 3 clusters Score -67077.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -67077.179688 Penalty: 3229.088135
	Iteration 27F: 3 clusters Score -67077.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 48352 members 
Mstep: Class 4 contains 182926 members 
Mstep: Class 5 contains 187034 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 22120 members 
Mstep: Class 9 contains 23824 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 43961 members 
Mstep: Class 12 contains 9831 members 
Mstep: Class 13 contains 13448 members 
Mstep: Class 14 contains 98844 members 
Mstep: Class 15 contains 123015 members 
Mstep: Class 16 contains 199058 members 
Mstep: Class 17 contains 14438 members 
Mstep: Class 18 contains 74418 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 7265 members 
Mstep: Class 21 contains 204651 members 
Mstep: Class 22 contains 198733 members 
Mstep: Class 23 contains 26853 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 36973 members 
Mstep: Class 26 contains 7269 members 
Mstep: Class 27 contains 10998 members 
Mstep: Class 28 contains 101965 members 
Mstep: Class 29 contains 14493 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 172046 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 14194 members 
Mstep: Class 35 contains 38289 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 548 members 
Mstep: Class 38 contains 174 members 
Entering Unmasked Estep 
Score: -225952960.000000 Penalty: 136791.531250
Splitting cluster 36 changes total score from -225952800.000000 to -225952960.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 11650 members 
Mstep: Class 3 contains 48352 members 
Mstep: Class 4 contains 182926 members 
Mstep: Class 5 contains 187034 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 22120 members 
Mstep: Class 9 contains 23824 members 
Mstep: Class 10 contains 24666 members 
Mstep: Class 11 contains 43961 members 
Mstep: Class 12 contains 9831 members 
Mstep: Class 13 contains 13448 members 
Mstep: Class 14 contains 98844 members 
Mstep: Class 15 contains 123015 members 
Mstep: Class 16 contains 199058 members 
Mstep: Class 17 contains 14438 members 
Mstep: Class 18 contains 74418 members 
Mstep: Class 19 contains 13133 members 
Mstep: Class 20 contains 7265 members 
Mstep: Class 21 contains 204651 members 
Mstep: Class 22 contains 198733 members 
Mstep: Class 23 contains 26853 members 
Mstep: Class 24 contains 487 members 
Mstep: Class 25 contains 36973 members 
Mstep: Class 26 contains 7269 members 
Mstep: Class 27 contains 10998 members 
Mstep: Class 28 contains 101965 members 
Mstep: Class 29 contains 14493 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7865 members 
Mstep: Class 32 contains 172046 members 
Mstep: Class 33 contains 786 members 
Mstep: Class 34 contains 14194 members 
Mstep: Class 35 contains 38289 members 
Mstep: Class 36 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953120.000000 Penalty: 136791.531250
Iteration 119Q: 39 clusters Score -2.259531e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 48329 members 
Mstep: Class 4 contains 182842 members 
Mstep: Class 5 contains 187028 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 22105 members 
Mstep: Class 9 contains 23822 members 
Mstep: Class 10 contains 24620 members 
Mstep: Class 11 contains 43922 members 
Mstep: Class 12 contains 9861 members 
Mstep: Class 13 contains 13482 members 
Mstep: Class 14 contains 98795 members 
Mstep: Class 15 contains 122994 members 
Mstep: Class 16 contains 199045 members 
Mstep: Class 17 contains 14498 members 
Mstep: Class 18 contains 74652 members 
Mstep: Class 19 contains 13132 members 
Mstep: Class 20 contains 7266 members 
Mstep: Class 21 contains 204636 members 
Mstep: Class 22 contains 198391 members 
Mstep: Class 23 contains 26867 members 
Mstep: Class 24 contains 481 members 
Mstep: Class 25 contains 36964 members 
Mstep: Class 26 contains 7273 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 102362 members 
Mstep: Class 29 contains 14497 members 
Mstep: Class 30 contains 8872 members 
Mstep: Class 31 contains 7882 members 
Mstep: Class 32 contains 171966 members 
Mstep: Class 33 contains 781 members 
Mstep: Class 34 contains 14261 members 
Mstep: Class 35 contains 38223 members 
Mstep: Class 36 contains 512 members 
Mstep: Class 37 contains 545 members 
Mstep: Class 38 contains 175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953856.000000 Penalty: 136791.531250
Iteration 120F: 39 clusters Score -2.259539e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63268 members 
Mstep: Class 2 contains 11644 members 
Mstep: Class 3 contains 48277 members 
Mstep: Class 4 contains 182763 members 
Mstep: Class 5 contains 187023 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 22096 members 
Mstep: Class 9 contains 23823 members 
Mstep: Class 10 contains 24578 members 
Mstep: Class 11 contains 43832 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 13502 members 
Mstep: Class 14 contains 98736 members 
Mstep: Class 15 contains 122974 members 
Mstep: Class 16 contains 199038 members 
Mstep: Class 17 contains 14541 members 
Mstep: Class 18 contains 74879 members 
Mstep: Class 19 contains 13127 members 
Mstep: Class 20 contains 7272 members 
Mstep: Class 21 contains 204634 members 
Mstep: Class 22 contains 198063 members 
Mstep: Class 23 contains 26880 members 
Mstep: Class 24 contains 472 members 
Mstep: Class 25 contains 36959 members 
Mstep: Class 26 contains 7274 members 
Mstep: Class 27 contains 11027 members 
Mstep: Class 28 contains 102775 members 
Mstep: Class 29 contains 14504 members 
Mstep: Class 30 contains 8873 members 
Mstep: Class 31 contains 7896 members 
Mstep: Class 32 contains 171871 members 
Mstep: Class 33 contains 777 members 
Mstep: Class 34 contains 14335 members 
Mstep: Class 35 contains 38140 members 
Mstep: Class 36 contains 528 members 
Mstep: Class 37 contains 635 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953792.000000 Penalty: 136791.531250
Iteration 121Q: 39 clusters Score -2.259538e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 48240 members 
Mstep: Class 4 contains 182703 members 
Mstep: Class 5 contains 186999 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5263 members 
Mstep: Class 8 contains 22093 members 
Mstep: Class 9 contains 23823 members 
Mstep: Class 10 contains 24525 members 
Mstep: Class 11 contains 43784 members 
Mstep: Class 12 contains 9908 members 
Mstep: Class 13 contains 13518 members 
Mstep: Class 14 contains 98679 members 
Mstep: Class 15 contains 122946 members 
Mstep: Class 16 contains 199039 members 
Mstep: Class 17 contains 14595 members 
Mstep: Class 18 contains 75093 members 
Mstep: Class 19 contains 13125 members 
Mstep: Class 20 contains 7277 members 
Mstep: Class 21 contains 204621 members 
Mstep: Class 22 contains 197748 members 
Mstep: Class 23 contains 26887 members 
Mstep: Class 24 contains 460 members 
Mstep: Class 25 contains 36943 members 
Mstep: Class 26 contains 7276 members 
Mstep: Class 27 contains 11043 members 
Mstep: Class 28 contains 103189 members 
Mstep: Class 29 contains 14510 members 
Mstep: Class 30 contains 8874 members 
Mstep: Class 31 contains 7928 members 
Mstep: Class 32 contains 171787 members 
Mstep: Class 33 contains 778 members 
Mstep: Class 34 contains 14411 members 
Mstep: Class 35 contains 38043 members 
Mstep: Class 36 contains 543 members 
Mstep: Class 37 contains 668 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954096.000000 Penalty: 136791.531250
Iteration 122Q: 39 clusters Score -2.259541e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63114 members 
Mstep: Class 2 contains 11640 members 
Mstep: Class 3 contains 48198 members 
Mstep: Class 4 contains 182632 members 
Mstep: Class 5 contains 186980 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 22089 members 
Mstep: Class 9 contains 23820 members 
Mstep: Class 10 contains 24498 members 
Mstep: Class 11 contains 43749 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 13561 members 
Mstep: Class 14 contains 98633 members 
Mstep: Class 15 contains 122928 members 
Mstep: Class 16 contains 199054 members 
Mstep: Class 17 contains 14624 members 
Mstep: Class 18 contains 75312 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 7283 members 
Mstep: Class 21 contains 204620 members 
Mstep: Class 22 contains 197417 members 
Mstep: Class 23 contains 26896 members 
Mstep: Class 24 contains 449 members 
Mstep: Class 25 contains 36927 members 
Mstep: Class 26 contains 7280 members 
Mstep: Class 27 contains 11057 members 
Mstep: Class 28 contains 103563 members 
Mstep: Class 29 contains 14513 members 
Mstep: Class 30 contains 8877 members 
Mstep: Class 31 contains 7945 members 
Mstep: Class 32 contains 171703 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14486 members 
Mstep: Class 35 contains 37947 members 
Mstep: Class 36 contains 555 members 
Mstep: Class 37 contains 683 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953984.000000 Penalty: 136791.531250
Iteration 123Q: 39 clusters Score -2.25954e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 11631 members 
Mstep: Class 3 contains 48163 members 
Mstep: Class 4 contains 182586 members 
Mstep: Class 5 contains 186962 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5262 members 
Mstep: Class 8 contains 22079 members 
Mstep: Class 9 contains 23818 members 
Mstep: Class 10 contains 24460 members 
Mstep: Class 11 contains 43712 members 
Mstep: Class 12 contains 9972 members 
Mstep: Class 13 contains 13605 members 
Mstep: Class 14 contains 98595 members 
Mstep: Class 15 contains 122901 members 
Mstep: Class 16 contains 199075 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 75532 members 
Mstep: Class 19 contains 13126 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 204635 members 
Mstep: Class 22 contains 197068 members 
Mstep: Class 23 contains 26905 members 
Mstep: Class 24 contains 446 members 
Mstep: Class 25 contains 36927 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 11066 members 
Mstep: Class 28 contains 103897 members 
Mstep: Class 29 contains 14517 members 
Mstep: Class 30 contains 8883 members 
Mstep: Class 31 contains 7958 members 
Mstep: Class 32 contains 171600 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14569 members 
Mstep: Class 35 contains 37892 members 
Mstep: Class 36 contains 562 members 
Mstep: Class 37 contains 686 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953728.000000 Penalty: 136791.531250
Iteration 124Q: 39 clusters Score -2.259537e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62982 members 
Mstep: Class 2 contains 11625 members 
Mstep: Class 3 contains 48121 members 
Mstep: Class 4 contains 182520 members 
Mstep: Class 5 contains 186958 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 22067 members 
Mstep: Class 9 contains 23823 members 
Mstep: Class 10 contains 24414 members 
Mstep: Class 11 contains 43681 members 
Mstep: Class 12 contains 10003 members 
Mstep: Class 13 contains 13630 members 
Mstep: Class 14 contains 98554 members 
Mstep: Class 15 contains 122885 members 
Mstep: Class 16 contains 199082 members 
Mstep: Class 17 contains 14702 members 
Mstep: Class 18 contains 75744 members 
Mstep: Class 19 contains 13129 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 204688 members 
Mstep: Class 22 contains 196646 members 
Mstep: Class 23 contains 26919 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36920 members 
Mstep: Class 26 contains 7284 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 104303 members 
Mstep: Class 29 contains 14529 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 7974 members 
Mstep: Class 32 contains 171496 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14643 members 
Mstep: Class 35 contains 37831 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 692 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953632.000000 Penalty: 136791.531250
Iteration 125Q: 39 clusters Score -2.259536e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 11621 members 
Mstep: Class 3 contains 48087 members 
Mstep: Class 4 contains 182483 members 
Mstep: Class 5 contains 186955 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 22066 members 
Mstep: Class 9 contains 23817 members 
Mstep: Class 10 contains 24372 members 
Mstep: Class 11 contains 43643 members 
Mstep: Class 12 contains 10032 members 
Mstep: Class 13 contains 13651 members 
Mstep: Class 14 contains 98530 members 
Mstep: Class 15 contains 122880 members 
Mstep: Class 16 contains 199062 members 
Mstep: Class 17 contains 14752 members 
Mstep: Class 18 contains 75932 members 
Mstep: Class 19 contains 13130 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 204767 members 
Mstep: Class 22 contains 196154 members 
Mstep: Class 23 contains 26934 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36916 members 
Mstep: Class 26 contains 7287 members 
Mstep: Class 27 contains 11097 members 
Mstep: Class 28 contains 104712 members 
Mstep: Class 29 contains 14536 members 
Mstep: Class 30 contains 8886 members 
Mstep: Class 31 contains 7990 members 
Mstep: Class 32 contains 171417 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14717 members 
Mstep: Class 35 contains 37780 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 697 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953280.000000 Penalty: 136791.531250
Iteration 126Q: 39 clusters Score -2.259533e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 48064 members 
Mstep: Class 4 contains 182429 members 
Mstep: Class 5 contains 186959 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 8 contains 22053 members 
Mstep: Class 9 contains 23805 members 
Mstep: Class 10 contains 24320 members 
Mstep: Class 11 contains 43611 members 
Mstep: Class 12 contains 10054 members 
Mstep: Class 13 contains 13671 members 
Mstep: Class 14 contains 98496 members 
Mstep: Class 15 contains 122888 members 
Mstep: Class 16 contains 199049 members 
Mstep: Class 17 contains 14795 members 
Mstep: Class 18 contains 76147 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 204844 members 
Mstep: Class 22 contains 195690 members 
Mstep: Class 23 contains 26947 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36909 members 
Mstep: Class 26 contains 7292 members 
Mstep: Class 27 contains 11118 members 
Mstep: Class 28 contains 105123 members 
Mstep: Class 29 contains 14536 members 
Mstep: Class 30 contains 8891 members 
Mstep: Class 31 contains 7997 members 
Mstep: Class 32 contains 171309 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14789 members 
Mstep: Class 35 contains 37727 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 701 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953264.000000 Penalty: 136791.531250
Iteration 127Q: 39 clusters Score -2.259533e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62825 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 48035 members 
Mstep: Class 4 contains 182391 members 
Mstep: Class 5 contains 186952 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5250 members 
Mstep: Class 8 contains 22044 members 
Mstep: Class 9 contains 23792 members 
Mstep: Class 10 contains 24287 members 
Mstep: Class 11 contains 43571 members 
Mstep: Class 12 contains 10082 members 
Mstep: Class 13 contains 13696 members 
Mstep: Class 14 contains 98458 members 
Mstep: Class 15 contains 122895 members 
Mstep: Class 16 contains 199034 members 
Mstep: Class 17 contains 14817 members 
Mstep: Class 18 contains 76358 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 204966 members 
Mstep: Class 22 contains 195196 members 
Mstep: Class 23 contains 26956 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36907 members 
Mstep: Class 26 contains 7298 members 
Mstep: Class 27 contains 11098 members 
Mstep: Class 28 contains 105530 members 
Mstep: Class 29 contains 14535 members 
Mstep: Class 30 contains 8892 members 
Mstep: Class 31 contains 8002 members 
Mstep: Class 32 contains 171224 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14852 members 
Mstep: Class 35 contains 37681 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 704 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953008.000000 Penalty: 136791.531250
Iteration 128Q: 39 clusters Score -2.25953e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 11599 members 
Mstep: Class 3 contains 47999 members 
Mstep: Class 4 contains 182366 members 
Mstep: Class 5 contains 186941 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 22039 members 
Mstep: Class 9 contains 23795 members 
Mstep: Class 10 contains 24258 members 
Mstep: Class 11 contains 43536 members 
Mstep: Class 12 contains 10106 members 
Mstep: Class 13 contains 13710 members 
Mstep: Class 14 contains 98433 members 
Mstep: Class 15 contains 122879 members 
Mstep: Class 16 contains 199023 members 
Mstep: Class 17 contains 14832 members 
Mstep: Class 18 contains 76521 members 
Mstep: Class 19 contains 13137 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 205100 members 
Mstep: Class 22 contains 194660 members 
Mstep: Class 23 contains 26968 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36897 members 
Mstep: Class 26 contains 7297 members 
Mstep: Class 27 contains 11096 members 
Mstep: Class 28 contains 105951 members 
Mstep: Class 29 contains 14536 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 171154 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14917 members 
Mstep: Class 35 contains 37646 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 706 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953008.000000 Penalty: 136791.531250
Iteration 129Q: 39 clusters Score -2.25953e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 47964 members 
Mstep: Class 4 contains 182327 members 
Mstep: Class 5 contains 186944 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 22029 members 
Mstep: Class 9 contains 23802 members 
Mstep: Class 10 contains 24203 members 
Mstep: Class 11 contains 43492 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 13730 members 
Mstep: Class 14 contains 98391 members 
Mstep: Class 15 contains 122881 members 
Mstep: Class 16 contains 199010 members 
Mstep: Class 17 contains 14830 members 
Mstep: Class 18 contains 76701 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 7306 members 
Mstep: Class 21 contains 205272 members 
Mstep: Class 22 contains 194127 members 
Mstep: Class 23 contains 26974 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36894 members 
Mstep: Class 26 contains 7297 members 
Mstep: Class 27 contains 11089 members 
Mstep: Class 28 contains 106366 members 
Mstep: Class 29 contains 14537 members 
Mstep: Class 30 contains 8896 members 
Mstep: Class 31 contains 8039 members 
Mstep: Class 32 contains 171087 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 14991 members 
Mstep: Class 35 contains 37594 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 707 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953392.000000 Penalty: 136791.531250
Iteration 130Q: 39 clusters Score -2.259534e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 11580 members 
Mstep: Class 3 contains 47945 members 
Mstep: Class 4 contains 182292 members 
Mstep: Class 5 contains 186927 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5281 members 
Mstep: Class 8 contains 22016 members 
Mstep: Class 9 contains 23798 members 
Mstep: Class 10 contains 24140 members 
Mstep: Class 11 contains 43446 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 98362 members 
Mstep: Class 15 contains 122878 members 
Mstep: Class 16 contains 199007 members 
Mstep: Class 17 contains 14836 members 
Mstep: Class 18 contains 76854 members 
Mstep: Class 19 contains 13123 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 205433 members 
Mstep: Class 22 contains 193558 members 
Mstep: Class 23 contains 26985 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36888 members 
Mstep: Class 26 contains 7299 members 
Mstep: Class 27 contains 11116 members 
Mstep: Class 28 contains 106781 members 
Mstep: Class 29 contains 14536 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 8064 members 
Mstep: Class 32 contains 171042 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 15096 members 
Mstep: Class 35 contains 37545 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953360.000000 Penalty: 136791.531250
Iteration 131Q: 39 clusters Score -2.259534e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62662 members 
Mstep: Class 2 contains 11566 members 
Mstep: Class 3 contains 47917 members 
Mstep: Class 4 contains 182277 members 
Mstep: Class 5 contains 186917 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 21999 members 
Mstep: Class 9 contains 23794 members 
Mstep: Class 10 contains 24059 members 
Mstep: Class 11 contains 43393 members 
Mstep: Class 12 contains 10188 members 
Mstep: Class 13 contains 13786 members 
Mstep: Class 14 contains 98343 members 
Mstep: Class 15 contains 122859 members 
Mstep: Class 16 contains 198999 members 
Mstep: Class 17 contains 14852 members 
Mstep: Class 18 contains 76997 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 205636 members 
Mstep: Class 22 contains 192995 members 
Mstep: Class 23 contains 26994 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36881 members 
Mstep: Class 26 contains 7302 members 
Mstep: Class 27 contains 11117 members 
Mstep: Class 28 contains 107185 members 
Mstep: Class 29 contains 14539 members 
Mstep: Class 30 contains 8894 members 
Mstep: Class 31 contains 8076 members 
Mstep: Class 32 contains 171012 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 15208 members 
Mstep: Class 35 contains 37491 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953680.000000 Penalty: 136791.531250
Iteration 132Q: 39 clusters Score -2.259537e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 47882 members 
Mstep: Class 4 contains 182244 members 
Mstep: Class 5 contains 186901 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5291 members 
Mstep: Class 8 contains 21986 members 
Mstep: Class 9 contains 23793 members 
Mstep: Class 10 contains 23981 members 
Mstep: Class 11 contains 43363 members 
Mstep: Class 12 contains 10202 members 
Mstep: Class 13 contains 13808 members 
Mstep: Class 14 contains 98320 members 
Mstep: Class 15 contains 122826 members 
Mstep: Class 16 contains 198993 members 
Mstep: Class 17 contains 14865 members 
Mstep: Class 18 contains 77108 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 7303 members 
Mstep: Class 21 contains 205867 members 
Mstep: Class 22 contains 192408 members 
Mstep: Class 23 contains 27005 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36884 members 
Mstep: Class 26 contains 7305 members 
Mstep: Class 27 contains 11115 members 
Mstep: Class 28 contains 107591 members 
Mstep: Class 29 contains 14544 members 
Mstep: Class 30 contains 8895 members 
Mstep: Class 31 contains 8095 members 
Mstep: Class 32 contains 171008 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 15315 members 
Mstep: Class 35 contains 37458 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953728.000000 Penalty: 136791.531250
Iteration 133Q: 39 clusters Score -2.259537e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 47857 members 
Mstep: Class 4 contains 182223 members 
Mstep: Class 5 contains 186887 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5290 members 
Mstep: Class 8 contains 21976 members 
Mstep: Class 9 contains 23796 members 
Mstep: Class 10 contains 23892 members 
Mstep: Class 11 contains 43331 members 
Mstep: Class 12 contains 10223 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 14 contains 98288 members 
Mstep: Class 15 contains 122819 members 
Mstep: Class 16 contains 198983 members 
Mstep: Class 17 contains 14883 members 
Mstep: Class 18 contains 77233 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 206080 members 
Mstep: Class 22 contains 191778 members 
Mstep: Class 23 contains 27014 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36877 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 11121 members 
Mstep: Class 28 contains 108002 members 
Mstep: Class 29 contains 14546 members 
Mstep: Class 30 contains 8897 members 
Mstep: Class 31 contains 8113 members 
Mstep: Class 32 contains 170999 members 
Mstep: Class 33 contains 783 members 
Mstep: Class 34 contains 15429 members 
Mstep: Class 35 contains 37408 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 709 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954016.000000 Penalty: 136791.531250
Iteration 134Q: 39 clusters Score -2.25954e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 47840 members 
Mstep: Class 4 contains 182219 members 
Mstep: Class 5 contains 186881 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5288 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 23797 members 
Mstep: Class 10 contains 23798 members 
Mstep: Class 11 contains 43294 members 
Mstep: Class 12 contains 10252 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 98262 members 
Mstep: Class 15 contains 122782 members 
Mstep: Class 16 contains 198970 members 
Mstep: Class 17 contains 14891 members 
Mstep: Class 18 contains 77345 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 7307 members 
Mstep: Class 21 contains 206288 members 
Mstep: Class 22 contains 191169 members 
Mstep: Class 23 contains 27032 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36869 members 
Mstep: Class 26 contains 7305 members 
Mstep: Class 27 contains 11115 members 
Mstep: Class 28 contains 108413 members 
Mstep: Class 29 contains 14550 members 
Mstep: Class 30 contains 8898 members 
Mstep: Class 31 contains 8136 members 
Mstep: Class 32 contains 171016 members 
Mstep: Class 33 contains 784 members 
Mstep: Class 34 contains 15551 members 
Mstep: Class 35 contains 37349 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 710 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953872.000000 Penalty: 136791.531250
Iteration 135Q: 39 clusters Score -2.259539e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 11546 members 
Mstep: Class 3 contains 47819 members 
Mstep: Class 4 contains 182216 members 
Mstep: Class 5 contains 186871 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5294 members 
Mstep: Class 8 contains 21959 members 
Mstep: Class 9 contains 23799 members 
Mstep: Class 10 contains 23708 members 
Mstep: Class 11 contains 43260 members 
Mstep: Class 12 contains 10279 members 
Mstep: Class 13 contains 13888 members 
Mstep: Class 14 contains 98232 members 
Mstep: Class 15 contains 122736 members 
Mstep: Class 16 contains 198979 members 
Mstep: Class 17 contains 14900 members 
Mstep: Class 18 contains 77456 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 206537 members 
Mstep: Class 22 contains 190545 members 
Mstep: Class 23 contains 27052 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36868 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 11127 members 
Mstep: Class 28 contains 108804 members 
Mstep: Class 29 contains 14552 members 
Mstep: Class 30 contains 8898 members 
Mstep: Class 31 contains 8150 members 
Mstep: Class 32 contains 170996 members 
Mstep: Class 33 contains 784 members 
Mstep: Class 34 contains 15677 members 
Mstep: Class 35 contains 37294 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 710 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953632.000000 Penalty: 136791.531250
Iteration 136Q: 39 clusters Score -2.259536e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 11540 members 
Mstep: Class 3 contains 47801 members 
Mstep: Class 4 contains 182234 members 
Mstep: Class 5 contains 186861 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5296 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 23801 members 
Mstep: Class 10 contains 23617 members 
Mstep: Class 11 contains 43231 members 
Mstep: Class 12 contains 10301 members 
Mstep: Class 13 contains 13897 members 
Mstep: Class 14 contains 98208 members 
Mstep: Class 15 contains 122674 members 
Mstep: Class 16 contains 198981 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 77564 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7304 members 
Mstep: Class 21 contains 206832 members 
Mstep: Class 22 contains 189874 members 
Mstep: Class 23 contains 27067 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36867 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 11140 members 
Mstep: Class 28 contains 109203 members 
Mstep: Class 29 contains 14556 members 
Mstep: Class 30 contains 8899 members 
Mstep: Class 31 contains 8164 members 
Mstep: Class 32 contains 170982 members 
Mstep: Class 33 contains 784 members 
Mstep: Class 34 contains 15786 members 
Mstep: Class 35 contains 37235 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953712.000000 Penalty: 136791.531250
Iteration 137Q: 39 clusters Score -2.259537e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 11531 members 
Mstep: Class 3 contains 47782 members 
Mstep: Class 4 contains 182240 members 
Mstep: Class 5 contains 186856 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5297 members 
Mstep: Class 8 contains 21946 members 
Mstep: Class 9 contains 23800 members 
Mstep: Class 10 contains 23548 members 
Mstep: Class 11 contains 43212 members 
Mstep: Class 12 contains 10322 members 
Mstep: Class 13 contains 13915 members 
Mstep: Class 14 contains 98183 members 
Mstep: Class 15 contains 122590 members 
Mstep: Class 16 contains 198985 members 
Mstep: Class 17 contains 14924 members 
Mstep: Class 18 contains 77686 members 
Mstep: Class 19 contains 13114 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 207147 members 
Mstep: Class 22 contains 189205 members 
Mstep: Class 23 contains 27086 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36864 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 11125 members 
Mstep: Class 28 contains 109589 members 
Mstep: Class 29 contains 14561 members 
Mstep: Class 30 contains 8903 members 
Mstep: Class 31 contains 8184 members 
Mstep: Class 32 contains 170971 members 
Mstep: Class 33 contains 784 members 
Mstep: Class 34 contains 15885 members 
Mstep: Class 35 contains 37174 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953952.000000 Penalty: 136791.531250
Iteration 138Q: 39 clusters Score -2.25954e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 47771 members 
Mstep: Class 4 contains 182248 members 
Mstep: Class 5 contains 186836 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 21948 members 
Mstep: Class 9 contains 23795 members 
Mstep: Class 10 contains 23451 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 10358 members 
Mstep: Class 13 contains 13942 members 
Mstep: Class 14 contains 98151 members 
Mstep: Class 15 contains 122511 members 
Mstep: Class 16 contains 198984 members 
Mstep: Class 17 contains 14940 members 
Mstep: Class 18 contains 77812 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 207496 members 
Mstep: Class 22 contains 188502 members 
Mstep: Class 23 contains 27098 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36863 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 11109 members 
Mstep: Class 28 contains 109980 members 
Mstep: Class 29 contains 14566 members 
Mstep: Class 30 contains 8903 members 
Mstep: Class 31 contains 8199 members 
Mstep: Class 32 contains 170944 members 
Mstep: Class 33 contains 784 members 
Mstep: Class 34 contains 15994 members 
Mstep: Class 35 contains 37106 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953840.000000 Penalty: 136791.531250
Iteration 139Q: 39 clusters Score -2.259538e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 11519 members 
Mstep: Class 3 contains 47748 members 
Mstep: Class 4 contains 182272 members 
Mstep: Class 5 contains 186815 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5312 members 
Mstep: Class 8 contains 21953 members 
Mstep: Class 9 contains 23790 members 
Mstep: Class 10 contains 23328 members 
Mstep: Class 11 contains 43181 members 
Mstep: Class 12 contains 10399 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 98116 members 
Mstep: Class 15 contains 122433 members 
Mstep: Class 16 contains 198990 members 
Mstep: Class 17 contains 14957 members 
Mstep: Class 18 contains 77949 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 207853 members 
Mstep: Class 22 contains 187759 members 
Mstep: Class 23 contains 27114 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36860 members 
Mstep: Class 26 contains 7316 members 
Mstep: Class 27 contains 11077 members 
Mstep: Class 28 contains 110377 members 
Mstep: Class 29 contains 14568 members 
Mstep: Class 30 contains 8902 members 
Mstep: Class 31 contains 8212 members 
Mstep: Class 32 contains 170904 members 
Mstep: Class 33 contains 784 members 
Mstep: Class 34 contains 16129 members 
Mstep: Class 35 contains 37058 members 
Mstep: Class 36 contains 565 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953472.000000 Penalty: 136791.531250
Iteration 140F: 39 clusters Score -2.259535e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 47734 members 
Mstep: Class 4 contains 182330 members 
Mstep: Class 5 contains 186807 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5315 members 
Mstep: Class 8 contains 21956 members 
Mstep: Class 9 contains 23784 members 
Mstep: Class 10 contains 23210 members 
Mstep: Class 11 contains 43158 members 
Mstep: Class 12 contains 10443 members 
Mstep: Class 13 contains 14030 members 
Mstep: Class 14 contains 98067 members 
Mstep: Class 15 contains 122358 members 
Mstep: Class 16 contains 198982 members 
Mstep: Class 17 contains 14966 members 
Mstep: Class 18 contains 78031 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 7290 members 
Mstep: Class 21 contains 208210 members 
Mstep: Class 22 contains 187089 members 
Mstep: Class 23 contains 27131 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36862 members 
Mstep: Class 26 contains 7320 members 
Mstep: Class 27 contains 11056 members 
Mstep: Class 28 contains 110725 members 
Mstep: Class 29 contains 14571 members 
Mstep: Class 30 contains 8901 members 
Mstep: Class 31 contains 8228 members 
Mstep: Class 32 contains 170884 members 
Mstep: Class 33 contains 782 members 
Mstep: Class 34 contains 16252 members 
Mstep: Class 35 contains 37012 members 
Mstep: Class 36 contains 566 members 
Mstep: Class 37 contains 711 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953616.000000 Penalty: 136791.531250
Iteration 141Q: 39 clusters Score -2.259536e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 11499 members 
Mstep: Class 3 contains 47717 members 
Mstep: Class 4 contains 182372 members 
Mstep: Class 5 contains 186795 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5317 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 23779 members 
Mstep: Class 10 contains 23074 members 
Mstep: Class 11 contains 43141 members 
Mstep: Class 12 contains 10496 members 
Mstep: Class 13 contains 14084 members 
Mstep: Class 14 contains 98023 members 
Mstep: Class 15 contains 122290 members 
Mstep: Class 16 contains 198997 members 
Mstep: Class 17 contains 14974 members 
Mstep: Class 18 contains 78107 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 7289 members 
Mstep: Class 21 contains 208582 members 
Mstep: Class 22 contains 186380 members 
Mstep: Class 23 contains 27144 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36865 members 
Mstep: Class 26 contains 7322 members 
Mstep: Class 27 contains 11031 members 
Mstep: Class 28 contains 111077 members 
Mstep: Class 29 contains 14574 members 
Mstep: Class 30 contains 8902 members 
Mstep: Class 31 contains 8251 members 
Mstep: Class 32 contains 170851 members 
Mstep: Class 33 contains 781 members 
Mstep: Class 34 contains 16398 members 
Mstep: Class 35 contains 36952 members 
Mstep: Class 36 contains 567 members 
Mstep: Class 37 contains 713 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953168.000000 Penalty: 136791.531250
Iteration 142Q: 39 clusters Score -2.259532e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 11486 members 
Mstep: Class 3 contains 47683 members 
Mstep: Class 4 contains 182408 members 
Mstep: Class 5 contains 186804 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5321 members 
Mstep: Class 8 contains 21959 members 
Mstep: Class 9 contains 23776 members 
Mstep: Class 10 contains 22954 members 
Mstep: Class 11 contains 43129 members 
Mstep: Class 12 contains 10540 members 
Mstep: Class 13 contains 14136 members 
Mstep: Class 14 contains 97977 members 
Mstep: Class 15 contains 122218 members 
Mstep: Class 16 contains 198998 members 
Mstep: Class 17 contains 14988 members 
Mstep: Class 18 contains 78207 members 
Mstep: Class 19 contains 13114 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 208975 members 
Mstep: Class 22 contains 185622 members 
Mstep: Class 23 contains 27163 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36862 members 
Mstep: Class 26 contains 7324 members 
Mstep: Class 27 contains 11018 members 
Mstep: Class 28 contains 111454 members 
Mstep: Class 29 contains 14579 members 
Mstep: Class 30 contains 8903 members 
Mstep: Class 31 contains 8268 members 
Mstep: Class 32 contains 170775 members 
Mstep: Class 33 contains 779 members 
Mstep: Class 34 contains 16544 members 
Mstep: Class 35 contains 36908 members 
Mstep: Class 36 contains 570 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953648.000000 Penalty: 136791.531250
Iteration 143Q: 39 clusters Score -2.259536e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 47652 members 
Mstep: Class 4 contains 182435 members 
Mstep: Class 5 contains 186798 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 21955 members 
Mstep: Class 9 contains 23765 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 43109 members 
Mstep: Class 12 contains 10580 members 
Mstep: Class 13 contains 14174 members 
Mstep: Class 14 contains 97930 members 
Mstep: Class 15 contains 122170 members 
Mstep: Class 16 contains 198991 members 
Mstep: Class 17 contains 15000 members 
Mstep: Class 18 contains 78288 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 209398 members 
Mstep: Class 22 contains 184921 members 
Mstep: Class 23 contains 27183 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36865 members 
Mstep: Class 26 contains 7328 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 111808 members 
Mstep: Class 29 contains 14589 members 
Mstep: Class 30 contains 8898 members 
Mstep: Class 31 contains 8289 members 
Mstep: Class 32 contains 170721 members 
Mstep: Class 33 contains 772 members 
Mstep: Class 34 contains 16702 members 
Mstep: Class 35 contains 36854 members 
Mstep: Class 36 contains 577 members 
Mstep: Class 37 contains 715 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953744.000000 Penalty: 136791.531250
Iteration 144Q: 39 clusters Score -2.259537e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 47621 members 
Mstep: Class 4 contains 182466 members 
Mstep: Class 5 contains 186800 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 23763 members 
Mstep: Class 10 contains 22708 members 
Mstep: Class 11 contains 43093 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 14218 members 
Mstep: Class 14 contains 97887 members 
Mstep: Class 15 contains 122128 members 
Mstep: Class 16 contains 198984 members 
Mstep: Class 17 contains 15017 members 
Mstep: Class 18 contains 78338 members 
Mstep: Class 19 contains 13116 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 209810 members 
Mstep: Class 22 contains 184150 members 
Mstep: Class 23 contains 27200 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36862 members 
Mstep: Class 26 contains 7331 members 
Mstep: Class 27 contains 10979 members 
Mstep: Class 28 contains 112166 members 
Mstep: Class 29 contains 14595 members 
Mstep: Class 30 contains 8897 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 170724 members 
Mstep: Class 33 contains 767 members 
Mstep: Class 34 contains 16855 members 
Mstep: Class 35 contains 36808 members 
Mstep: Class 36 contains 582 members 
Mstep: Class 37 contains 717 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953776.000000 Penalty: 136791.531250
Iteration 145Q: 39 clusters Score -2.259538e+08 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62165 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 47602 members 
Mstep: Class 4 contains 182490 members 
Mstep: Class 5 contains 186803 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5335 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 23756 members 
Mstep: Class 10 contains 22601 members 
Mstep: Class 11 contains 43065 members 
Mstep: Class 12 contains 10639 members 
Mstep: Class 13 contains 14248 members 
Mstep: Class 14 contains 97846 members 
Mstep: Class 15 contains 122066 members 
Mstep: Class 16 contains 198984 members 
Mstep: Class 17 contains 15026 members 
Mstep: Class 18 contains 78378 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 210221 members 
Mstep: Class 22 contains 183409 members 
Mstep: Class 23 contains 27216 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36854 members 
Mstep: Class 26 contains 7332 members 
Mstep: Class 27 contains 10959 members 
Mstep: Class 28 contains 112569 members 
Mstep: Class 29 contains 14608 members 
Mstep: Class 30 contains 8895 members 
Mstep: Class 31 contains 8320 members 
Mstep: Class 32 contains 170708 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 17004 members 
Mstep: Class 35 contains 36752 members 
Mstep: Class 36 contains 588 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953296.000000 Penalty: 136791.531250
Iteration 146Q: 39 clusters Score -2.259533e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 47594 members 
Mstep: Class 4 contains 182511 members 
Mstep: Class 5 contains 186808 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5337 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 23749 members 
Mstep: Class 10 contains 22484 members 
Mstep: Class 11 contains 43040 members 
Mstep: Class 12 contains 10684 members 
Mstep: Class 13 contains 14294 members 
Mstep: Class 14 contains 97805 members 
Mstep: Class 15 contains 122016 members 
Mstep: Class 16 contains 198986 members 
Mstep: Class 17 contains 15027 members 
Mstep: Class 18 contains 78417 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 210631 members 
Mstep: Class 22 contains 182649 members 
Mstep: Class 23 contains 27240 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36832 members 
Mstep: Class 26 contains 7334 members 
Mstep: Class 27 contains 10953 members 
Mstep: Class 28 contains 112962 members 
Mstep: Class 29 contains 14620 members 
Mstep: Class 30 contains 8898 members 
Mstep: Class 31 contains 8333 members 
Mstep: Class 32 contains 170692 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 17161 members 
Mstep: Class 35 contains 36683 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953328.000000 Penalty: 136791.531250
Iteration 147Q: 39 clusters Score -2.259533e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 11407 members 
Mstep: Class 3 contains 47569 members 
Mstep: Class 4 contains 182552 members 
Mstep: Class 5 contains 186799 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 21961 members 
Mstep: Class 9 contains 23740 members 
Mstep: Class 10 contains 22357 members 
Mstep: Class 11 contains 43021 members 
Mstep: Class 12 contains 10711 members 
Mstep: Class 13 contains 14333 members 
Mstep: Class 14 contains 97759 members 
Mstep: Class 15 contains 121973 members 
Mstep: Class 16 contains 198992 members 
Mstep: Class 17 contains 15036 members 
Mstep: Class 18 contains 78468 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 7282 members 
Mstep: Class 21 contains 211049 members 
Mstep: Class 22 contains 181851 members 
Mstep: Class 23 contains 27266 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36825 members 
Mstep: Class 26 contains 7339 members 
Mstep: Class 27 contains 10943 members 
Mstep: Class 28 contains 113348 members 
Mstep: Class 29 contains 14620 members 
Mstep: Class 30 contains 8899 members 
Mstep: Class 31 contains 8347 members 
Mstep: Class 32 contains 170662 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 17314 members 
Mstep: Class 35 contains 36653 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 719 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953152.000000 Penalty: 136791.531250
Iteration 148Q: 39 clusters Score -2.259532e+08 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 47568 members 
Mstep: Class 4 contains 182585 members 
Mstep: Class 5 contains 186788 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5345 members 
Mstep: Class 8 contains 21963 members 
Mstep: Class 9 contains 23733 members 
Mstep: Class 10 contains 22245 members 
Mstep: Class 11 contains 43004 members 
Mstep: Class 12 contains 10733 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 97727 members 
Mstep: Class 15 contains 121924 members 
Mstep: Class 16 contains 198993 members 
Mstep: Class 17 contains 15047 members 
Mstep: Class 18 contains 78493 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 7284 members 
Mstep: Class 21 contains 211482 members 
Mstep: Class 22 contains 181084 members 
Mstep: Class 23 contains 27289 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36816 members 
Mstep: Class 26 contains 7342 members 
Mstep: Class 27 contains 10939 members 
Mstep: Class 28 contains 113695 members 
Mstep: Class 29 contains 14623 members 
Mstep: Class 30 contains 8900 members 
Mstep: Class 31 contains 8366 members 
Mstep: Class 32 contains 170637 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 17456 members 
Mstep: Class 35 contains 36607 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 720 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953232.000000 Penalty: 136791.531250
Iteration 149Q: 39 clusters Score -2.259532e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62080 members 
Mstep: Class 2 contains 11367 members 
Mstep: Class 3 contains 47559 members 
Mstep: Class 4 contains 182630 members 
Mstep: Class 5 contains 186772 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 21979 members 
Mstep: Class 9 contains 23730 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 42986 members 
Mstep: Class 12 contains 10749 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 97689 members 
Mstep: Class 15 contains 121902 members 
Mstep: Class 16 contains 199004 members 
Mstep: Class 17 contains 15066 members 
Mstep: Class 18 contains 78532 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 211935 members 
Mstep: Class 22 contains 180290 members 
Mstep: Class 23 contains 27302 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36811 members 
Mstep: Class 26 contains 7345 members 
Mstep: Class 27 contains 10929 members 
Mstep: Class 28 contains 114049 members 
Mstep: Class 29 contains 14629 members 
Mstep: Class 30 contains 8903 members 
Mstep: Class 31 contains 8378 members 
Mstep: Class 32 contains 170607 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 17588 members 
Mstep: Class 35 contains 36568 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953152.000000 Penalty: 136791.531250
Iteration 150Q: 39 clusters Score -2.259532e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 11351 members 
Mstep: Class 3 contains 47539 members 
Mstep: Class 4 contains 182667 members 
Mstep: Class 5 contains 186759 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5352 members 
Mstep: Class 8 contains 21980 members 
Mstep: Class 9 contains 23726 members 
Mstep: Class 10 contains 22019 members 
Mstep: Class 11 contains 42982 members 
Mstep: Class 12 contains 10776 members 
Mstep: Class 13 contains 14448 members 
Mstep: Class 14 contains 97645 members 
Mstep: Class 15 contains 121882 members 
Mstep: Class 16 contains 199029 members 
Mstep: Class 17 contains 15086 members 
Mstep: Class 18 contains 78561 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7277 members 
Mstep: Class 21 contains 212394 members 
Mstep: Class 22 contains 179466 members 
Mstep: Class 23 contains 27318 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36808 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 10919 members 
Mstep: Class 28 contains 114380 members 
Mstep: Class 29 contains 14637 members 
Mstep: Class 30 contains 8904 members 
Mstep: Class 31 contains 8392 members 
Mstep: Class 32 contains 170554 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 17724 members 
Mstep: Class 35 contains 36538 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953440.000000 Penalty: 136791.531250
Iteration 151Q: 39 clusters Score -2.259534e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 11333 members 
Mstep: Class 3 contains 47525 members 
Mstep: Class 4 contains 182686 members 
Mstep: Class 5 contains 186756 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5354 members 
Mstep: Class 8 contains 21991 members 
Mstep: Class 9 contains 23720 members 
Mstep: Class 10 contains 21930 members 
Mstep: Class 11 contains 42977 members 
Mstep: Class 12 contains 10800 members 
Mstep: Class 13 contains 14488 members 
Mstep: Class 14 contains 97615 members 
Mstep: Class 15 contains 121880 members 
Mstep: Class 16 contains 199035 members 
Mstep: Class 17 contains 15101 members 
Mstep: Class 18 contains 78583 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 7277 members 
Mstep: Class 21 contains 212862 members 
Mstep: Class 22 contains 178666 members 
Mstep: Class 23 contains 27346 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36802 members 
Mstep: Class 26 contains 7350 members 
Mstep: Class 27 contains 10898 members 
Mstep: Class 28 contains 114713 members 
Mstep: Class 29 contains 14635 members 
Mstep: Class 30 contains 8907 members 
Mstep: Class 31 contains 8404 members 
Mstep: Class 32 contains 170481 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 17859 members 
Mstep: Class 35 contains 36508 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953232.000000 Penalty: 136791.531250
Iteration 152Q: 39 clusters Score -2.259532e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 11313 members 
Mstep: Class 3 contains 47526 members 
Mstep: Class 4 contains 182723 members 
Mstep: Class 5 contains 186746 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5360 members 
Mstep: Class 8 contains 21998 members 
Mstep: Class 9 contains 23714 members 
Mstep: Class 10 contains 21871 members 
Mstep: Class 11 contains 42971 members 
Mstep: Class 12 contains 10824 members 
Mstep: Class 13 contains 14519 members 
Mstep: Class 14 contains 97574 members 
Mstep: Class 15 contains 121880 members 
Mstep: Class 16 contains 199031 members 
Mstep: Class 17 contains 15112 members 
Mstep: Class 18 contains 78614 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 7277 members 
Mstep: Class 21 contains 213327 members 
Mstep: Class 22 contains 177833 members 
Mstep: Class 23 contains 27375 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36802 members 
Mstep: Class 26 contains 7351 members 
Mstep: Class 27 contains 10882 members 
Mstep: Class 28 contains 115036 members 
Mstep: Class 29 contains 14641 members 
Mstep: Class 30 contains 8910 members 
Mstep: Class 31 contains 8415 members 
Mstep: Class 32 contains 170418 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 17975 members 
Mstep: Class 35 contains 36483 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953328.000000 Penalty: 136791.531250
Iteration 153Q: 39 clusters Score -2.259533e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 62021 members 
Mstep: Class 2 contains 11307 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 182777 members 
Mstep: Class 5 contains 186747 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 23709 members 
Mstep: Class 10 contains 21787 members 
Mstep: Class 11 contains 42971 members 
Mstep: Class 12 contains 10846 members 
Mstep: Class 13 contains 14553 members 
Mstep: Class 14 contains 97543 members 
Mstep: Class 15 contains 121879 members 
Mstep: Class 16 contains 199036 members 
Mstep: Class 17 contains 15113 members 
Mstep: Class 18 contains 78639 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 7281 members 
Mstep: Class 21 contains 213828 members 
Mstep: Class 22 contains 176945 members 
Mstep: Class 23 contains 27409 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36791 members 
Mstep: Class 26 contains 7353 members 
Mstep: Class 27 contains 10871 members 
Mstep: Class 28 contains 115375 members 
Mstep: Class 29 contains 14646 members 
Mstep: Class 30 contains 8913 members 
Mstep: Class 31 contains 8421 members 
Mstep: Class 32 contains 170343 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18100 members 
Mstep: Class 35 contains 36448 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953008.000000 Penalty: 136791.531250
Iteration 154Q: 39 clusters Score -2.25953e+08 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 11298 members 
Mstep: Class 3 contains 47507 members 
Mstep: Class 4 contains 182851 members 
Mstep: Class 5 contains 186741 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5357 members 
Mstep: Class 8 contains 22010 members 
Mstep: Class 9 contains 23704 members 
Mstep: Class 10 contains 21697 members 
Mstep: Class 11 contains 42962 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 97510 members 
Mstep: Class 15 contains 121871 members 
Mstep: Class 16 contains 199048 members 
Mstep: Class 17 contains 15121 members 
Mstep: Class 18 contains 78628 members 
Mstep: Class 19 contains 13098 members 
Mstep: Class 20 contains 7283 members 
Mstep: Class 21 contains 214346 members 
Mstep: Class 22 contains 176032 members 
Mstep: Class 23 contains 27444 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36786 members 
Mstep: Class 26 contains 7352 members 
Mstep: Class 27 contains 10855 members 
Mstep: Class 28 contains 115727 members 
Mstep: Class 29 contains 14652 members 
Mstep: Class 30 contains 8917 members 
Mstep: Class 31 contains 8429 members 
Mstep: Class 32 contains 170290 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18221 members 
Mstep: Class 35 contains 36434 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952848.000000 Penalty: 136791.531250
Iteration 155Q: 39 clusters Score -2.259528e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 11284 members 
Mstep: Class 3 contains 47499 members 
Mstep: Class 4 contains 182914 members 
Mstep: Class 5 contains 186734 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5352 members 
Mstep: Class 8 contains 22018 members 
Mstep: Class 9 contains 23697 members 
Mstep: Class 10 contains 21626 members 
Mstep: Class 11 contains 42957 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 14611 members 
Mstep: Class 14 contains 97472 members 
Mstep: Class 15 contains 121886 members 
Mstep: Class 16 contains 199082 members 
Mstep: Class 17 contains 15124 members 
Mstep: Class 18 contains 78623 members 
Mstep: Class 19 contains 13092 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 214851 members 
Mstep: Class 22 contains 175073 members 
Mstep: Class 23 contains 27476 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36783 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 10848 members 
Mstep: Class 28 contains 116127 members 
Mstep: Class 29 contains 14658 members 
Mstep: Class 30 contains 8920 members 
Mstep: Class 31 contains 8438 members 
Mstep: Class 32 contains 170225 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18317 members 
Mstep: Class 35 contains 36413 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952848.000000 Penalty: 136791.531250
Iteration 156Q: 39 clusters Score -2.259528e+08 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 11275 members 
Mstep: Class 3 contains 47495 members 
Mstep: Class 4 contains 182989 members 
Mstep: Class 5 contains 186738 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5357 members 
Mstep: Class 8 contains 22020 members 
Mstep: Class 9 contains 23691 members 
Mstep: Class 10 contains 21570 members 
Mstep: Class 11 contains 42952 members 
Mstep: Class 12 contains 10920 members 
Mstep: Class 13 contains 14654 members 
Mstep: Class 14 contains 97420 members 
Mstep: Class 15 contains 121904 members 
Mstep: Class 16 contains 199091 members 
Mstep: Class 17 contains 15131 members 
Mstep: Class 18 contains 78613 members 
Mstep: Class 19 contains 13091 members 
Mstep: Class 20 contains 7291 members 
Mstep: Class 21 contains 215412 members 
Mstep: Class 22 contains 174088 members 
Mstep: Class 23 contains 27511 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36773 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 10820 members 
Mstep: Class 28 contains 116517 members 
Mstep: Class 29 contains 14662 members 
Mstep: Class 30 contains 8917 members 
Mstep: Class 31 contains 8453 members 
Mstep: Class 32 contains 170180 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18401 members 
Mstep: Class 35 contains 36370 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952912.000000 Penalty: 136791.531250
Iteration 157Q: 39 clusters Score -2.259529e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 11269 members 
Mstep: Class 3 contains 47493 members 
Mstep: Class 4 contains 183052 members 
Mstep: Class 5 contains 186726 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5360 members 
Mstep: Class 8 contains 22015 members 
Mstep: Class 9 contains 23687 members 
Mstep: Class 10 contains 21546 members 
Mstep: Class 11 contains 42935 members 
Mstep: Class 12 contains 10935 members 
Mstep: Class 13 contains 14692 members 
Mstep: Class 14 contains 97388 members 
Mstep: Class 15 contains 121931 members 
Mstep: Class 16 contains 199105 members 
Mstep: Class 17 contains 15132 members 
Mstep: Class 18 contains 78608 members 
Mstep: Class 19 contains 13091 members 
Mstep: Class 20 contains 7289 members 
Mstep: Class 21 contains 215993 members 
Mstep: Class 22 contains 173029 members 
Mstep: Class 23 contains 27556 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36771 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 116933 members 
Mstep: Class 29 contains 14672 members 
Mstep: Class 30 contains 8919 members 
Mstep: Class 31 contains 8464 members 
Mstep: Class 32 contains 170127 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18478 members 
Mstep: Class 35 contains 36334 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952704.000000 Penalty: 136791.531250
Iteration 158Q: 39 clusters Score -2.259527e+08 nChanged 2630
Entering ConstructFrom: 
Score: -225952704.000000 Penalty: 136791.531250
Entering ConstructFrom: 
Trying to split cluster 1 (61938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Entering Unmasked Estep 
Score: -7185182.000000 Penalty: 2736.404541
	Iteration 0F: 2 clusters Score -7185182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -7143478.000000 Penalty: 5472.809082
	Iteration 0F: 3 clusters Score -7143478 nChanged 28867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -7159879.500000 Penalty: 5472.809082
	Iteration 1F: 3 clusters Score -7159880 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -7160792.000000 Penalty: 5472.809082
	Iteration 2Q: 3 clusters Score -7160792 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -7162202.000000 Penalty: 5472.809082
	Iteration 3F: 3 clusters Score -7162202 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -7164611.500000 Penalty: 5472.809082
	Iteration 4F: 3 clusters Score -7164612 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -7168525.500000 Penalty: 5472.809082
	Iteration 5F: 3 clusters Score -7168526 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -7173268.500000 Penalty: 5472.809082
	Iteration 6F: 3 clusters Score -7173268 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -7177400.000000 Penalty: 5472.809082
	Iteration 7F: 3 clusters Score -7177400 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 57858 members 
Entering Unmasked Estep 
Score: -7179992.500000 Penalty: 5472.809082
	Iteration 8Q: 3 clusters Score -7179992 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -7181450.500000 Penalty: 5472.809082
	Iteration 9Q: 3 clusters Score -7181450 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -7182202.000000 Penalty: 5472.809082
	Iteration 10Q: 3 clusters Score -7182202 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7182556.500000 Penalty: 5472.809082
	Iteration 11Q: 3 clusters Score -7182556 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -7182713.500000 Penalty: 5472.809082
	Iteration 12Q: 3 clusters Score -7182714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -7182815.500000 Penalty: 5472.809082
	Iteration 13Q: 3 clusters Score -7182816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -7182867.500000 Penalty: 5472.809082
	Iteration 14Q: 3 clusters Score -7182868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -7182910.000000 Penalty: 5472.809082
	Iteration 15Q: 3 clusters Score -7182910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -7182936.000000 Penalty: 5472.809082
	Iteration 16Q: 3 clusters Score -7182936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -7182946.500000 Penalty: 5472.809082
	Iteration 17Q: 3 clusters Score -7182946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -7182961.000000 Penalty: 5472.809082
	Iteration 18Q: 3 clusters Score -7182961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -7182971.500000 Penalty: 5472.809082
	Iteration 19Q: 3 clusters Score -7182972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -7182981.500000 Penalty: 5472.809082
	Iteration 20F: 3 clusters Score -7182982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -7182986.000000 Penalty: 5472.809082
	Iteration 21Q: 3 clusters Score -7182986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -7182987.500000 Penalty: 5472.809082
	Iteration 22Q: 3 clusters Score -7182988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -7182985.000000 Penalty: 5472.809082
	Iteration 23Q: 3 clusters Score -7182985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 61367 members 
Entering Unmasked Estep 
Score: -7182987.000000 Penalty: 5472.809082
	Iteration 24Q: 3 clusters Score -7182987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -7182991.500000 Penalty: 5472.809082
	Iteration 25Q: 3 clusters Score -7182992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 61364 members 
Entering Unmasked Estep 
Score: -7183000.000000 Penalty: 5472.809082
	Iteration 26Q: 3 clusters Score -7183000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -7182991.500000 Penalty: 5472.809082
	Iteration 27Q: 3 clusters Score -7182992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -7182998.000000 Penalty: 5472.809082
	Iteration 28Q: 3 clusters Score -7182998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -7183002.500000 Penalty: 5472.809082
	Iteration 29Q: 3 clusters Score -7183002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -7182999.500000 Penalty: 5472.809082
	Iteration 30Q: 3 clusters Score -7183000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -7183005.500000 Penalty: 5472.809082
	Iteration 31Q: 3 clusters Score -7183006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -7183006.500000 Penalty: 5472.809082
	Iteration 32Q: 3 clusters Score -7183006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -7183002.500000 Penalty: 5472.809082
	Iteration 33Q: 3 clusters Score -7183002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -7183000.000000 Penalty: 5472.809082
	Iteration 34Q: 3 clusters Score -7183000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -7183007.000000 Penalty: 5472.809082
	Iteration 35Q: 3 clusters Score -7183007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -7183005.500000 Penalty: 5472.809082
	Iteration 36Q: 3 clusters Score -7183006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -7183012.500000 Penalty: 5472.809082
	Iteration 37Q: 3 clusters Score -7183012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -7183012.500000 Penalty: 5472.809082
	Iteration 38F: 3 clusters Score -7183012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -1295667.000000 Penalty: 2313.682861
	Iteration 0F: 2 clusters Score -1295667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1287174.500000 Penalty: 4627.365723
	Iteration 0F: 3 clusters Score -1287174 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1289686.875000 Penalty: 4627.365723
	Iteration 1F: 3 clusters Score -1289687 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1290053.625000 Penalty: 4627.365723
	Iteration 2F: 3 clusters Score -1290054 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1290344.375000 Penalty: 4627.365723
	Iteration 3F: 3 clusters Score -1290344 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1290625.625000 Penalty: 4627.365723
	Iteration 4Q: 3 clusters Score -1290626 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1290922.375000 Penalty: 4627.365723
	Iteration 5Q: 3 clusters Score -1290922 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1291235.125000 Penalty: 4627.365723
	Iteration 6Q: 3 clusters Score -1291235 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1291554.875000 Penalty: 4627.365723
	Iteration 7Q: 3 clusters Score -1291555 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1291888.625000 Penalty: 4627.365723
	Iteration 8Q: 3 clusters Score -1291889 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1292179.250000 Penalty: 4627.365723
	Iteration 9Q: 3 clusters Score -1292179 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1292448.250000 Penalty: 4627.365723
	Iteration 10Q: 3 clusters Score -1292448 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1292709.875000 Penalty: 4627.365723
	Iteration 11Q: 3 clusters Score -1292710 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1292930.125000 Penalty: 4627.365723
	Iteration 12Q: 3 clusters Score -1292930 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1293129.000000 Penalty: 4627.365723
	Iteration 13Q: 3 clusters Score -1293129 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1293315.875000 Penalty: 4627.365723
	Iteration 14Q: 3 clusters Score -1293316 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1293468.250000 Penalty: 4627.365723
	Iteration 15Q: 3 clusters Score -1293468 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1293588.500000 Penalty: 4627.365723
	Iteration 16Q: 3 clusters Score -1293588 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1293691.625000 Penalty: 4627.365723
	Iteration 17Q: 3 clusters Score -1293692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1293775.125000 Penalty: 4627.365723
	Iteration 18Q: 3 clusters Score -1293775 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1293857.125000 Penalty: 4627.365723
	Iteration 19Q: 3 clusters Score -1293857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1293930.375000 Penalty: 4627.365723
	Iteration 20F: 3 clusters Score -1293930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1294001.125000 Penalty: 4627.365723
	Iteration 21Q: 3 clusters Score -1294001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1294050.750000 Penalty: 4627.365723
	Iteration 22Q: 3 clusters Score -1294051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1294104.375000 Penalty: 4627.365723
	Iteration 23Q: 3 clusters Score -1294104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1294147.750000 Penalty: 4627.365723
	Iteration 24Q: 3 clusters Score -1294148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1294175.875000 Penalty: 4627.365723
	Iteration 25Q: 3 clusters Score -1294176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1294206.875000 Penalty: 4627.365723
	Iteration 26Q: 3 clusters Score -1294207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1294229.000000 Penalty: 4627.365723
	Iteration 27Q: 3 clusters Score -1294229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1294242.500000 Penalty: 4627.365723
	Iteration 28Q: 3 clusters Score -1294242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1294254.500000 Penalty: 4627.365723
	Iteration 29Q: 3 clusters Score -1294254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1294258.875000 Penalty: 4627.365723
	Iteration 30Q: 3 clusters Score -1294259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1294268.625000 Penalty: 4627.365723
	Iteration 31Q: 3 clusters Score -1294269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1294270.875000 Penalty: 4627.365723
	Iteration 32Q: 3 clusters Score -1294271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1294281.250000 Penalty: 4627.365723
	Iteration 33Q: 3 clusters Score -1294281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1294283.625000 Penalty: 4627.365723
	Iteration 34Q: 3 clusters Score -1294284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1294287.125000 Penalty: 4627.365723
	Iteration 35Q: 3 clusters Score -1294287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1294294.500000 Penalty: 4627.365723
	Iteration 36Q: 3 clusters Score -1294294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1294293.875000 Penalty: 4627.365723
	Iteration 37Q: 3 clusters Score -1294294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1294294.750000 Penalty: 4627.365723
	Iteration 38Q: 3 clusters Score -1294295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1294299.500000 Penalty: 4627.365723
	Iteration 39Q: 3 clusters Score -1294300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1294303.125000 Penalty: 4627.365723
	Iteration 40F: 3 clusters Score -1294303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1294306.875000 Penalty: 4627.365723
	Iteration 41Q: 3 clusters Score -1294307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1294308.000000 Penalty: 4627.365723
	Iteration 42Q: 3 clusters Score -1294308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1294310.000000 Penalty: 4627.365723
	Iteration 43Q: 3 clusters Score -1294310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1294314.500000 Penalty: 4627.365723
	Iteration 44Q: 3 clusters Score -1294314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1294316.500000 Penalty: 4627.365723
	Iteration 45Q: 3 clusters Score -1294316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1294316.000000 Penalty: 4627.365723
	Iteration 46Q: 3 clusters Score -1294316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1294318.125000 Penalty: 4627.365723
	Iteration 47Q: 3 clusters Score -1294318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1294319.250000 Penalty: 4627.365723
	Iteration 48Q: 3 clusters Score -1294319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1294319.750000 Penalty: 4627.365723
	Iteration 49Q: 3 clusters Score -1294320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1294319.250000 Penalty: 4627.365723
	Iteration 50Q: 3 clusters Score -1294319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1294319.875000 Penalty: 4627.365723
	Iteration 51Q: 3 clusters Score -1294320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1294319.875000 Penalty: 4627.365723
	Iteration 52F: 3 clusters Score -1294320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Entering Unmasked Estep 
Score: -5028066.500000 Penalty: 2670.506104
	Iteration 0F: 2 clusters Score -5028066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -4996174.000000 Penalty: 5341.012207
	Iteration 0F: 3 clusters Score -4996174 nChanged 21817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5008958.500000 Penalty: 5341.012207
	Iteration 1F: 3 clusters Score -5008958 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5010475.500000 Penalty: 5341.012207
	Iteration 2F: 3 clusters Score -5010476 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -5012348.000000 Penalty: 5341.012207
	Iteration 3F: 3 clusters Score -5012348 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -5014072.500000 Penalty: 5341.012207
	Iteration 4F: 3 clusters Score -5014072 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5015484.500000 Penalty: 5341.012207
	Iteration 5F: 3 clusters Score -5015484 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5016672.000000 Penalty: 5341.012207
	Iteration 6F: 3 clusters Score -5016672 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -5017518.000000 Penalty: 5341.012207
	Iteration 7Q: 3 clusters Score -5017518 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -5018323.500000 Penalty: 5341.012207
	Iteration 8Q: 3 clusters Score -5018324 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -5018986.500000 Penalty: 5341.012207
	Iteration 9Q: 3 clusters Score -5018986 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5019625.000000 Penalty: 5341.012207
	Iteration 10Q: 3 clusters Score -5019625 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -5020317.000000 Penalty: 5341.012207
	Iteration 11Q: 3 clusters Score -5020317 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5020979.000000 Penalty: 5341.012207
	Iteration 12Q: 3 clusters Score -5020979 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -5021598.500000 Penalty: 5341.012207
	Iteration 13Q: 3 clusters Score -5021598 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -5022257.000000 Penalty: 5341.012207
	Iteration 14Q: 3 clusters Score -5022257 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -5022910.000000 Penalty: 5341.012207
	Iteration 15Q: 3 clusters Score -5022910 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -5023559.000000 Penalty: 5341.012207
	Iteration 16Q: 3 clusters Score -5023559 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -5024022.500000 Penalty: 5341.012207
	Iteration 17Q: 3 clusters Score -5024022 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -5024428.000000 Penalty: 5341.012207
	Iteration 18Q: 3 clusters Score -5024428 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5024702.000000 Penalty: 5341.012207
	Iteration 19Q: 3 clusters Score -5024702 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -5025007.500000 Penalty: 5341.012207
	Iteration 20F: 3 clusters Score -5025008 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5025231.000000 Penalty: 5341.012207
	Iteration 21Q: 3 clusters Score -5025231 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5025433.000000 Penalty: 5341.012207
	Iteration 22Q: 3 clusters Score -5025433 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5025583.500000 Penalty: 5341.012207
	Iteration 23Q: 3 clusters Score -5025584 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5025712.000000 Penalty: 5341.012207
	Iteration 24Q: 3 clusters Score -5025712 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5025785.000000 Penalty: 5341.012207
	Iteration 25Q: 3 clusters Score -5025785 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5025896.500000 Penalty: 5341.012207
	Iteration 26Q: 3 clusters Score -5025896 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5025984.000000 Penalty: 5341.012207
	Iteration 27Q: 3 clusters Score -5025984 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5026066.000000 Penalty: 5341.012207
	Iteration 28Q: 3 clusters Score -5026066 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5026133.500000 Penalty: 5341.012207
	Iteration 29Q: 3 clusters Score -5026134 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5026161.500000 Penalty: 5341.012207
	Iteration 30Q: 3 clusters Score -5026162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -5026220.500000 Penalty: 5341.012207
	Iteration 31Q: 3 clusters Score -5026220 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5026277.500000 Penalty: 5341.012207
	Iteration 32Q: 3 clusters Score -5026278 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5026327.000000 Penalty: 5341.012207
	Iteration 33Q: 3 clusters Score -5026327 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5026356.500000 Penalty: 5341.012207
	Iteration 34Q: 3 clusters Score -5026356 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5026389.500000 Penalty: 5341.012207
	Iteration 35Q: 3 clusters Score -5026390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -5026421.500000 Penalty: 5341.012207
	Iteration 36Q: 3 clusters Score -5026422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5026465.500000 Penalty: 5341.012207
	Iteration 37Q: 3 clusters Score -5026466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5026488.500000 Penalty: 5341.012207
	Iteration 38Q: 3 clusters Score -5026488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5026528.000000 Penalty: 5341.012207
	Iteration 39Q: 3 clusters Score -5026528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5026544.500000 Penalty: 5341.012207
	Iteration 40F: 3 clusters Score -5026544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5026563.500000 Penalty: 5341.012207
	Iteration 41Q: 3 clusters Score -5026564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5026574.500000 Penalty: 5341.012207
	Iteration 42Q: 3 clusters Score -5026574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5026599.500000 Penalty: 5341.012207
	Iteration 43Q: 3 clusters Score -5026600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5026626.000000 Penalty: 5341.012207
	Iteration 44Q: 3 clusters Score -5026626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -5026629.000000 Penalty: 5341.012207
	Iteration 45Q: 3 clusters Score -5026629 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5026644.500000 Penalty: 5341.012207
	Iteration 46Q: 3 clusters Score -5026644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5026655.500000 Penalty: 5341.012207
	Iteration 47Q: 3 clusters Score -5026656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5026678.000000 Penalty: 5341.012207
	Iteration 48Q: 3 clusters Score -5026678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5026683.000000 Penalty: 5341.012207
	Iteration 49Q: 3 clusters Score -5026683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5026691.500000 Penalty: 5341.012207
	Iteration 50Q: 3 clusters Score -5026692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5026698.500000 Penalty: 5341.012207
	Iteration 51Q: 3 clusters Score -5026698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -5026703.500000 Penalty: 5341.012207
	Iteration 52Q: 3 clusters Score -5026704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5026703.000000 Penalty: 5341.012207
	Iteration 53Q: 3 clusters Score -5026703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5026703.500000 Penalty: 5341.012207
	Iteration 54Q: 3 clusters Score -5026704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5026704.500000 Penalty: 5341.012207
	Iteration 55Q: 3 clusters Score -5026704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5026706.000000 Penalty: 5341.012207
	Iteration 56Q: 3 clusters Score -5026706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5026712.000000 Penalty: 5341.012207
	Iteration 57Q: 3 clusters Score -5026712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5026715.000000 Penalty: 5341.012207
	Iteration 58Q: 3 clusters Score -5026715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5026713.500000 Penalty: 5341.012207
	Iteration 59Q: 3 clusters Score -5026714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5026717.000000 Penalty: 5341.012207
	Iteration 60F: 3 clusters Score -5026717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (183090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183090 members 
Entering Unmasked Estep 
Score: -21191854.000000 Penalty: 3005.197754
	Iteration 0F: 2 clusters Score -2.119185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -21070284.000000 Penalty: 6010.395508
	Iteration 0F: 3 clusters Score -2.107028e+07 nChanged 88038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -21121638.000000 Penalty: 6010.395508
	Iteration 1F: 3 clusters Score -2.112164e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85583 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -21122752.000000 Penalty: 6010.395508
	Iteration 2Q: 3 clusters Score -2.112275e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -21124650.000000 Penalty: 6010.395508
	Iteration 3Q: 3 clusters Score -2.112465e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75134 members 
Mstep: Class 2 contains 107956 members 
Entering Unmasked Estep 
Score: -21128060.000000 Penalty: 6010.395508
	Iteration 4Q: 3 clusters Score -2.112806e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65859 members 
Mstep: Class 2 contains 117231 members 
Entering Unmasked Estep 
Score: -21133714.000000 Penalty: 6010.395508
	Iteration 5F: 3 clusters Score -2.113371e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 129631 members 
Entering Unmasked Estep 
Score: -21142864.000000 Penalty: 6010.395508
	Iteration 6F: 3 clusters Score -2.114286e+07 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 144127 members 
Entering Unmasked Estep 
Score: -21155000.000000 Penalty: 6010.395508
	Iteration 7F: 3 clusters Score -2.1155e+07 nChanged 14329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -21167664.000000 Penalty: 6010.395508
	Iteration 8F: 3 clusters Score -2.116766e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 169486 members 
Entering Unmasked Estep 
Score: -21177792.000000 Penalty: 6010.395508
	Iteration 9F: 3 clusters Score -2.117779e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -21184284.000000 Penalty: 6010.395508
	Iteration 10Q: 3 clusters Score -2.118428e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 180255 members 
Entering Unmasked Estep 
Score: -21187194.000000 Penalty: 6010.395508
	Iteration 11Q: 3 clusters Score -2.118719e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 181713 members 
Entering Unmasked Estep 
Score: -21188372.000000 Penalty: 6010.395508
	Iteration 12Q: 3 clusters Score -2.118837e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 182286 members 
Entering Unmasked Estep 
Score: -21188952.000000 Penalty: 6010.395508
	Iteration 13Q: 3 clusters Score -2.118895e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 182492 members 
Entering Unmasked Estep 
Score: -21189180.000000 Penalty: 6010.395508
	Iteration 14Q: 3 clusters Score -2.118918e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 182573 members 
Entering Unmasked Estep 
Score: -21189268.000000 Penalty: 6010.395508
	Iteration 15Q: 3 clusters Score -2.118927e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 182621 members 
Entering Unmasked Estep 
Score: -21189318.000000 Penalty: 6010.395508
	Iteration 16Q: 3 clusters Score -2.118932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 182654 members 
Entering Unmasked Estep 
Score: -21189364.000000 Penalty: 6010.395508
	Iteration 17Q: 3 clusters Score -2.118936e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 182669 members 
Entering Unmasked Estep 
Score: -21189378.000000 Penalty: 6010.395508
	Iteration 18Q: 3 clusters Score -2.118938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 182671 members 
Entering Unmasked Estep 
Score: -21189372.000000 Penalty: 6010.395508
	Iteration 19Q: 3 clusters Score -2.118937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 182681 members 
Entering Unmasked Estep 
Score: -21189394.000000 Penalty: 6010.395508
	Iteration 20F: 3 clusters Score -2.118939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 182685 members 
Entering Unmasked Estep 
Score: -21189412.000000 Penalty: 6010.395508
	Iteration 21Q: 3 clusters Score -2.118941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 182686 members 
Entering Unmasked Estep 
Score: -21189426.000000 Penalty: 6010.395508
	Iteration 22Q: 3 clusters Score -2.118943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 182693 members 
Entering Unmasked Estep 
Score: -21189428.000000 Penalty: 6010.395508
	Iteration 23Q: 3 clusters Score -2.118943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 182694 members 
Entering Unmasked Estep 
Score: -21189430.000000 Penalty: 6010.395508
	Iteration 24Q: 3 clusters Score -2.118943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 182698 members 
Entering Unmasked Estep 
Score: -21189440.000000 Penalty: 6010.395508
	Iteration 25Q: 3 clusters Score -2.118944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 182701 members 
Entering Unmasked Estep 
Score: -21189456.000000 Penalty: 6010.395508
	Iteration 26Q: 3 clusters Score -2.118946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 182703 members 
Entering Unmasked Estep 
Score: -21189448.000000 Penalty: 6010.395508
	Iteration 27Q: 3 clusters Score -2.118945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 182704 members 
Entering Unmasked Estep 
Score: -21189456.000000 Penalty: 6010.395508
	Iteration 28Q: 3 clusters Score -2.118946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 182704 members 
Entering Unmasked Estep 
Score: -21189456.000000 Penalty: 6010.395508
	Iteration 29F: 3 clusters Score -2.118946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (186715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186715 members 
Entering Unmasked Estep 
Score: -21925568.000000 Penalty: 3010.060059
	Iteration 0F: 2 clusters Score -2.192557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93390 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -21806850.000000 Penalty: 6020.120117
	Iteration 0F: 3 clusters Score -2.180685e+07 nChanged 89664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -21858970.000000 Penalty: 6020.120117
	Iteration 1F: 3 clusters Score -2.185897e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -21859702.000000 Penalty: 6020.120117
	Iteration 2Q: 3 clusters Score -2.18597e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -21861000.000000 Penalty: 6020.120117
	Iteration 3Q: 3 clusters Score -2.1861e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104809 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -21863262.000000 Penalty: 6020.120117
	Iteration 4Q: 3 clusters Score -2.186326e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111740 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -21867196.000000 Penalty: 6020.120117
	Iteration 5Q: 3 clusters Score -2.18672e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -21873940.000000 Penalty: 6020.120117
	Iteration 6F: 3 clusters Score -2.187394e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134189 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -21883606.000000 Penalty: 6020.120117
	Iteration 7F: 3 clusters Score -2.188361e+07 nChanged 14675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148098 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -21895254.000000 Penalty: 6020.120117
	Iteration 8F: 3 clusters Score -2.189525e+07 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161106 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -21906258.000000 Penalty: 6020.120117
	Iteration 9F: 3 clusters Score -2.190626e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171524 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -21913486.000000 Penalty: 6020.120117
	Iteration 10F: 3 clusters Score -2.191349e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178604 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -21917910.000000 Penalty: 6020.120117
	Iteration 11Q: 3 clusters Score -2.191791e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182510 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -21920626.000000 Penalty: 6020.120117
	Iteration 12Q: 3 clusters Score -2.192063e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184375 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -21921872.000000 Penalty: 6020.120117
	Iteration 13Q: 3 clusters Score -2.192187e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185191 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -21922374.000000 Penalty: 6020.120117
	Iteration 14Q: 3 clusters Score -2.192237e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185546 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21922702.000000 Penalty: 6020.120117
	Iteration 15Q: 3 clusters Score -2.19227e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185722 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -21922892.000000 Penalty: 6020.120117
	Iteration 16Q: 3 clusters Score -2.192289e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185818 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -21922944.000000 Penalty: 6020.120117
	Iteration 17Q: 3 clusters Score -2.192294e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185875 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -21923026.000000 Penalty: 6020.120117
	Iteration 18Q: 3 clusters Score -2.192303e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185919 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -21923044.000000 Penalty: 6020.120117
	Iteration 19Q: 3 clusters Score -2.192304e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185938 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21923078.000000 Penalty: 6020.120117
	Iteration 20F: 3 clusters Score -2.192308e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185950 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -21923102.000000 Penalty: 6020.120117
	Iteration 21Q: 3 clusters Score -2.19231e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21923120.000000 Penalty: 6020.120117
	Iteration 22Q: 3 clusters Score -2.192312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185965 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -21923120.000000 Penalty: 6020.120117
	Iteration 23Q: 3 clusters Score -2.192312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185963 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21923128.000000 Penalty: 6020.120117
	Iteration 24Q: 3 clusters Score -2.192313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185964 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -21923150.000000 Penalty: 6020.120117
	Iteration 25Q: 3 clusters Score -2.192315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -21923136.000000 Penalty: 6020.120117
	Iteration 26Q: 3 clusters Score -2.192314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185964 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -21923166.000000 Penalty: 6020.120117
	Iteration 27Q: 3 clusters Score -2.192317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185961 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21923160.000000 Penalty: 6020.120117
	Iteration 28Q: 3 clusters Score -2.192316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185960 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21923170.000000 Penalty: 6020.120117
	Iteration 29Q: 3 clusters Score -2.192317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21923162.000000 Penalty: 6020.120117
	Iteration 30Q: 3 clusters Score -2.192316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21923156.000000 Penalty: 6020.120117
	Iteration 31Q: 3 clusters Score -2.192316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21923148.000000 Penalty: 6020.120117
	Iteration 32Q: 3 clusters Score -2.192315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21923166.000000 Penalty: 6020.120117
	Iteration 33Q: 3 clusters Score -2.192317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21923166.000000 Penalty: 6020.120117
	Iteration 34Q: 3 clusters Score -2.192317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185962 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21923158.000000 Penalty: 6020.120117
	Iteration 35Q: 3 clusters Score -2.192316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185960 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -21923174.000000 Penalty: 6020.120117
	Iteration 36Q: 3 clusters Score -2.192317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185959 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21923188.000000 Penalty: 6020.120117
	Iteration 37Q: 3 clusters Score -2.192319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21923188.000000 Penalty: 6020.120117
	Iteration 38Q: 3 clusters Score -2.192319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21923214.000000 Penalty: 6020.120117
	Iteration 39Q: 3 clusters Score -2.192321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21923208.000000 Penalty: 6020.120117
	Iteration 40F: 3 clusters Score -2.192321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185957 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -21923204.000000 Penalty: 6020.120117
	Iteration 41Q: 3 clusters Score -2.19232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21923208.000000 Penalty: 6020.120117
	Iteration 42Q: 3 clusters Score -2.192321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185955 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21923212.000000 Penalty: 6020.120117
	Iteration 43Q: 3 clusters Score -2.192321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21923206.000000 Penalty: 6020.120117
	Iteration 44Q: 3 clusters Score -2.192321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185954 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -21923214.000000 Penalty: 6020.120117
	Iteration 45Q: 3 clusters Score -2.192321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185955 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21923208.000000 Penalty: 6020.120117
	Iteration 46Q: 3 clusters Score -2.192321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185955 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21923224.000000 Penalty: 6020.120117
	Iteration 47Q: 3 clusters Score -2.192322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185955 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21923228.000000 Penalty: 6020.120117
	Iteration 48Q: 3 clusters Score -2.192323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185955 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -21923222.000000 Penalty: 6020.120117
	Iteration 49Q: 3 clusters Score -2.192322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185958 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21923222.000000 Penalty: 6020.120117
	Iteration 50Q: 3 clusters Score -2.192322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21923238.000000 Penalty: 6020.120117
	Iteration 51Q: 3 clusters Score -2.192324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185956 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21923238.000000 Penalty: 6020.120117
	Iteration 52F: 3 clusters Score -2.192324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -85101.687500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -85101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83338.078125 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -83338.08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -83773.601562 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -83773.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -83978.984375 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -83978.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84087.312500 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -84087.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84155.250000 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -84155.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84190.195312 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -84190.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84259.742188 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -84259.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84327.859375 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -84327.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84408.578125 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -84408.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84459.781250 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -84459.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84490.078125 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -84490.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84513.445312 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -84513.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84538.117188 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -84538.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84542.328125 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -84542.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84550.507812 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -84550.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -84550.507812 Penalty: 3339.176514
	Iteration 15F: 3 clusters Score -84550.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Entering Unmasked Estep 
Score: -569163.375000 Penalty: 2129.645020
	Iteration 0F: 2 clusters Score -569163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -564423.437500 Penalty: 4259.290039
	Iteration 0F: 3 clusters Score -564423.4 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -565695.937500 Penalty: 4259.290039
	Iteration 1F: 3 clusters Score -565695.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -566018.312500 Penalty: 4259.290039
	Iteration 2F: 3 clusters Score -566018.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -566244.562500 Penalty: 4259.290039
	Iteration 3F: 3 clusters Score -566244.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -566472.187500 Penalty: 4259.290039
	Iteration 4F: 3 clusters Score -566472.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -566698.187500 Penalty: 4259.290039
	Iteration 5Q: 3 clusters Score -566698.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -566948.312500 Penalty: 4259.290039
	Iteration 6F: 3 clusters Score -566948.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -567138.750000 Penalty: 4259.290039
	Iteration 7Q: 3 clusters Score -567138.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -567296.687500 Penalty: 4259.290039
	Iteration 8Q: 3 clusters Score -567296.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -567413.625000 Penalty: 4259.290039
	Iteration 9Q: 3 clusters Score -567413.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -567495.687500 Penalty: 4259.290039
	Iteration 10Q: 3 clusters Score -567495.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -567570.750000 Penalty: 4259.290039
	Iteration 11Q: 3 clusters Score -567570.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -567620.375000 Penalty: 4259.290039
	Iteration 12Q: 3 clusters Score -567620.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -567647.437500 Penalty: 4259.290039
	Iteration 13Q: 3 clusters Score -567647.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -567664.687500 Penalty: 4259.290039
	Iteration 14Q: 3 clusters Score -567664.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -567680.437500 Penalty: 4259.290039
	Iteration 15Q: 3 clusters Score -567680.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -567695.250000 Penalty: 4259.290039
	Iteration 16Q: 3 clusters Score -567695.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -567708.250000 Penalty: 4259.290039
	Iteration 17Q: 3 clusters Score -567708.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -567719.062500 Penalty: 4259.290039
	Iteration 18Q: 3 clusters Score -567719.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -567726.375000 Penalty: 4259.290039
	Iteration 19Q: 3 clusters Score -567726.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -567739.062500 Penalty: 4259.290039
	Iteration 20F: 3 clusters Score -567739.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -567752.687500 Penalty: 4259.290039
	Iteration 21Q: 3 clusters Score -567752.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -567764.125000 Penalty: 4259.290039
	Iteration 22Q: 3 clusters Score -567764.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -567780.625000 Penalty: 4259.290039
	Iteration 23Q: 3 clusters Score -567780.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -567793.062500 Penalty: 4259.290039
	Iteration 24Q: 3 clusters Score -567793.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -567802.875000 Penalty: 4259.290039
	Iteration 25Q: 3 clusters Score -567802.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -567810.375000 Penalty: 4259.290039
	Iteration 26Q: 3 clusters Score -567810.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -567815.312500 Penalty: 4259.290039
	Iteration 27Q: 3 clusters Score -567815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -567822.437500 Penalty: 4259.290039
	Iteration 28Q: 3 clusters Score -567822.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -567831.875000 Penalty: 4259.290039
	Iteration 29Q: 3 clusters Score -567831.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -567840.812500 Penalty: 4259.290039
	Iteration 30Q: 3 clusters Score -567840.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -567848.000000 Penalty: 4259.290039
	Iteration 31Q: 3 clusters Score -567848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -567855.437500 Penalty: 4259.290039
	Iteration 32Q: 3 clusters Score -567855.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -567860.562500 Penalty: 4259.290039
	Iteration 33Q: 3 clusters Score -567860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -567864.875000 Penalty: 4259.290039
	Iteration 34Q: 3 clusters Score -567864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -567868.687500 Penalty: 4259.290039
	Iteration 35Q: 3 clusters Score -567868.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -567874.812500 Penalty: 4259.290039
	Iteration 36Q: 3 clusters Score -567874.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -567880.937500 Penalty: 4259.290039
	Iteration 37Q: 3 clusters Score -567880.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -567886.125000 Penalty: 4259.290039
	Iteration 38Q: 3 clusters Score -567886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -567892.125000 Penalty: 4259.290039
	Iteration 39Q: 3 clusters Score -567892.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -567896.375000 Penalty: 4259.290039
	Iteration 40F: 3 clusters Score -567896.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -567903.687500 Penalty: 4259.290039
	Iteration 41Q: 3 clusters Score -567903.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -567908.812500 Penalty: 4259.290039
	Iteration 42Q: 3 clusters Score -567908.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -567913.687500 Penalty: 4259.290039
	Iteration 43Q: 3 clusters Score -567913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -567919.750000 Penalty: 4259.290039
	Iteration 44Q: 3 clusters Score -567919.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -567923.062500 Penalty: 4259.290039
	Iteration 45Q: 3 clusters Score -567923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -567923.375000 Penalty: 4259.290039
	Iteration 46Q: 3 clusters Score -567923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -567926.125000 Penalty: 4259.290039
	Iteration 47Q: 3 clusters Score -567926.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -567927.500000 Penalty: 4259.290039
	Iteration 48Q: 3 clusters Score -567927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -567929.000000 Penalty: 4259.290039
	Iteration 49Q: 3 clusters Score -567929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -567929.312500 Penalty: 4259.290039
	Iteration 50Q: 3 clusters Score -567929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -567931.000000 Penalty: 4259.290039
	Iteration 51Q: 3 clusters Score -567931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -567932.687500 Penalty: 4259.290039
	Iteration 52Q: 3 clusters Score -567932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -567933.375000 Penalty: 4259.290039
	Iteration 53Q: 3 clusters Score -567933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -567933.937500 Penalty: 4259.290039
	Iteration 54Q: 3 clusters Score -567933.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -567935.375000 Penalty: 4259.290039
	Iteration 55Q: 3 clusters Score -567935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -567936.500000 Penalty: 4259.290039
	Iteration 56Q: 3 clusters Score -567936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -567937.875000 Penalty: 4259.290039
	Iteration 57Q: 3 clusters Score -567937.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -567941.250000 Penalty: 4259.290039
	Iteration 58Q: 3 clusters Score -567941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -567942.875000 Penalty: 4259.290039
	Iteration 59Q: 3 clusters Score -567942.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -567945.250000 Penalty: 4259.290039
	Iteration 60F: 3 clusters Score -567945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -567946.625000 Penalty: 4259.290039
	Iteration 61Q: 3 clusters Score -567946.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -567947.437500 Penalty: 4259.290039
	Iteration 62Q: 3 clusters Score -567947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -567948.687500 Penalty: 4259.290039
	Iteration 63Q: 3 clusters Score -567948.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -567953.625000 Penalty: 4259.290039
	Iteration 64Q: 3 clusters Score -567953.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -567957.937500 Penalty: 4259.290039
	Iteration 65Q: 3 clusters Score -567957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -567960.937500 Penalty: 4259.290039
	Iteration 66Q: 3 clusters Score -567960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -567961.750000 Penalty: 4259.290039
	Iteration 67Q: 3 clusters Score -567961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -567965.750000 Penalty: 4259.290039
	Iteration 68Q: 3 clusters Score -567965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -567966.312500 Penalty: 4259.290039
	Iteration 69Q: 3 clusters Score -567966.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -567968.250000 Penalty: 4259.290039
	Iteration 70Q: 3 clusters Score -567968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -567969.250000 Penalty: 4259.290039
	Iteration 71Q: 3 clusters Score -567969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -567970.062500 Penalty: 4259.290039
	Iteration 72Q: 3 clusters Score -567970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -567970.937500 Penalty: 4259.290039
	Iteration 73Q: 3 clusters Score -567970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -567972.937500 Penalty: 4259.290039
	Iteration 74Q: 3 clusters Score -567972.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -567978.187500 Penalty: 4259.290039
	Iteration 75Q: 3 clusters Score -567978.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -567982.937500 Penalty: 4259.290039
	Iteration 76Q: 3 clusters Score -567982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -567985.937500 Penalty: 4259.290039
	Iteration 77Q: 3 clusters Score -567985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -567994.500000 Penalty: 4259.290039
	Iteration 78Q: 3 clusters Score -567994.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -568002.125000 Penalty: 4259.290039
	Iteration 79Q: 3 clusters Score -568002.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -568011.312500 Penalty: 4259.290039
	Iteration 80F: 3 clusters Score -568011.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -568021.250000 Penalty: 4259.290039
	Iteration 81Q: 3 clusters Score -568021.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -568027.000000 Penalty: 4259.290039
	Iteration 82Q: 3 clusters Score -568027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -568034.937500 Penalty: 4259.290039
	Iteration 83Q: 3 clusters Score -568034.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -568047.625000 Penalty: 4259.290039
	Iteration 84Q: 3 clusters Score -568047.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -568051.500000 Penalty: 4259.290039
	Iteration 85Q: 3 clusters Score -568051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -568054.312500 Penalty: 4259.290039
	Iteration 86Q: 3 clusters Score -568054.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -568056.250000 Penalty: 4259.290039
	Iteration 87Q: 3 clusters Score -568056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -568056.375000 Penalty: 4259.290039
	Iteration 88Q: 3 clusters Score -568056.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -568058.812500 Penalty: 4259.290039
	Iteration 89Q: 3 clusters Score -568058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -568059.000000 Penalty: 4259.290039
	Iteration 90Q: 3 clusters Score -568059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -568060.437500 Penalty: 4259.290039
	Iteration 91Q: 3 clusters Score -568060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -568060.937500 Penalty: 4259.290039
	Iteration 92Q: 3 clusters Score -568060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -568062.812500 Penalty: 4259.290039
	Iteration 93Q: 3 clusters Score -568062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -568064.812500 Penalty: 4259.290039
	Iteration 94Q: 3 clusters Score -568064.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -568066.812500 Penalty: 4259.290039
	Iteration 95Q: 3 clusters Score -568066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -568068.937500 Penalty: 4259.290039
	Iteration 96Q: 3 clusters Score -568068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -568070.937500 Penalty: 4259.290039
	Iteration 97Q: 3 clusters Score -568070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -568073.625000 Penalty: 4259.290039
	Iteration 98Q: 3 clusters Score -568073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -568073.812500 Penalty: 4259.290039
	Iteration 99Q: 3 clusters Score -568073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -568074.812500 Penalty: 4259.290039
	Iteration 100F: 3 clusters Score -568074.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -568074.625000 Penalty: 4259.290039
	Iteration 101Q: 3 clusters Score -568074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -568075.687500 Penalty: 4259.290039
	Iteration 102Q: 3 clusters Score -568075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -568075.750000 Penalty: 4259.290039
	Iteration 103Q: 3 clusters Score -568075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -568076.875000 Penalty: 4259.290039
	Iteration 104Q: 3 clusters Score -568076.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -568076.875000 Penalty: 4259.290039
	Iteration 105F: 3 clusters Score -568076.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Entering Unmasked Estep 
Score: -2577218.500000 Penalty: 2479.837158
	Iteration 0F: 2 clusters Score -2577218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2561838.750000 Penalty: 4959.674316
	Iteration 0F: 3 clusters Score -2561839 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2567303.250000 Penalty: 4959.674316
	Iteration 1F: 3 clusters Score -2567303 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2567855.000000 Penalty: 4959.674316
	Iteration 2F: 3 clusters Score -2567855 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2568404.500000 Penalty: 4959.674316
	Iteration 3F: 3 clusters Score -2568404 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2569019.250000 Penalty: 4959.674316
	Iteration 4F: 3 clusters Score -2569019 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2569730.250000 Penalty: 4959.674316
	Iteration 5F: 3 clusters Score -2569730 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2570524.000000 Penalty: 4959.674316
	Iteration 6F: 3 clusters Score -2570524 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2571320.500000 Penalty: 4959.674316
	Iteration 7F: 3 clusters Score -2571320 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2572109.000000 Penalty: 4959.674316
	Iteration 8F: 3 clusters Score -2572109 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2572863.750000 Penalty: 4959.674316
	Iteration 9Q: 3 clusters Score -2572864 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2573584.250000 Penalty: 4959.674316
	Iteration 10Q: 3 clusters Score -2573584 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2574132.000000 Penalty: 4959.674316
	Iteration 11Q: 3 clusters Score -2574132 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2574495.250000 Penalty: 4959.674316
	Iteration 12Q: 3 clusters Score -2574495 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2574702.500000 Penalty: 4959.674316
	Iteration 13Q: 3 clusters Score -2574702 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2574824.500000 Penalty: 4959.674316
	Iteration 14Q: 3 clusters Score -2574824 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2574910.500000 Penalty: 4959.674316
	Iteration 15Q: 3 clusters Score -2574910 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2574983.000000 Penalty: 4959.674316
	Iteration 16Q: 3 clusters Score -2574983 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2575020.250000 Penalty: 4959.674316
	Iteration 17Q: 3 clusters Score -2575020 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2575052.000000 Penalty: 4959.674316
	Iteration 18Q: 3 clusters Score -2575052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2575064.250000 Penalty: 4959.674316
	Iteration 19Q: 3 clusters Score -2575064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2575080.250000 Penalty: 4959.674316
	Iteration 20F: 3 clusters Score -2575080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2575097.750000 Penalty: 4959.674316
	Iteration 21Q: 3 clusters Score -2575098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2575108.750000 Penalty: 4959.674316
	Iteration 22Q: 3 clusters Score -2575109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2575123.750000 Penalty: 4959.674316
	Iteration 23Q: 3 clusters Score -2575124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2575129.000000 Penalty: 4959.674316
	Iteration 24Q: 3 clusters Score -2575129 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2575131.000000 Penalty: 4959.674316
	Iteration 25Q: 3 clusters Score -2575131 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -2575133.750000 Penalty: 4959.674316
	Iteration 26Q: 3 clusters Score -2575134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2575132.250000 Penalty: 4959.674316
	Iteration 27Q: 3 clusters Score -2575132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2575133.750000 Penalty: 4959.674316
	Iteration 28Q: 3 clusters Score -2575134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2575136.500000 Penalty: 4959.674316
	Iteration 29Q: 3 clusters Score -2575136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2575143.750000 Penalty: 4959.674316
	Iteration 30Q: 3 clusters Score -2575144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2575150.750000 Penalty: 4959.674316
	Iteration 31Q: 3 clusters Score -2575151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2575152.750000 Penalty: 4959.674316
	Iteration 32Q: 3 clusters Score -2575153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2575159.750000 Penalty: 4959.674316
	Iteration 33Q: 3 clusters Score -2575160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2575159.250000 Penalty: 4959.674316
	Iteration 34Q: 3 clusters Score -2575159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2575161.250000 Penalty: 4959.674316
	Iteration 35Q: 3 clusters Score -2575161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2575160.750000 Penalty: 4959.674316
	Iteration 36Q: 3 clusters Score -2575161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2575164.750000 Penalty: 4959.674316
	Iteration 37Q: 3 clusters Score -2575165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2575166.750000 Penalty: 4959.674316
	Iteration 38Q: 3 clusters Score -2575167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2575163.500000 Penalty: 4959.674316
	Iteration 39Q: 3 clusters Score -2575164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2575167.750000 Penalty: 4959.674316
	Iteration 40F: 3 clusters Score -2575168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2575171.000000 Penalty: 4959.674316
	Iteration 41Q: 3 clusters Score -2575171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2575168.750000 Penalty: 4959.674316
	Iteration 42Q: 3 clusters Score -2575169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2575168.750000 Penalty: 4959.674316
	Iteration 43F: 3 clusters Score -2575169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Entering Unmasked Estep 
Score: -2718654.250000 Penalty: 2497.962402
	Iteration 0F: 2 clusters Score -2718654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2702225.750000 Penalty: 4995.924805
	Iteration 0F: 3 clusters Score -2702226 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2708022.000000 Penalty: 4995.924805
	Iteration 1F: 3 clusters Score -2708022 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2708545.500000 Penalty: 4995.924805
	Iteration 2F: 3 clusters Score -2708546 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2709032.500000 Penalty: 4995.924805
	Iteration 3Q: 3 clusters Score -2709032 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2709546.750000 Penalty: 4995.924805
	Iteration 4Q: 3 clusters Score -2709547 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2710227.250000 Penalty: 4995.924805
	Iteration 5F: 3 clusters Score -2710227 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2711164.750000 Penalty: 4995.924805
	Iteration 6F: 3 clusters Score -2711165 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2712350.250000 Penalty: 4995.924805
	Iteration 7F: 3 clusters Score -2712350 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2713608.000000 Penalty: 4995.924805
	Iteration 8F: 3 clusters Score -2713608 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2714712.250000 Penalty: 4995.924805
	Iteration 9F: 3 clusters Score -2714712 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2715479.000000 Penalty: 4995.924805
	Iteration 10Q: 3 clusters Score -2715479 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2715935.000000 Penalty: 4995.924805
	Iteration 11Q: 3 clusters Score -2715935 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2716171.500000 Penalty: 4995.924805
	Iteration 12Q: 3 clusters Score -2716172 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2716316.000000 Penalty: 4995.924805
	Iteration 13Q: 3 clusters Score -2716316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2716392.750000 Penalty: 4995.924805
	Iteration 14Q: 3 clusters Score -2716393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2716439.250000 Penalty: 4995.924805
	Iteration 15Q: 3 clusters Score -2716439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2716470.750000 Penalty: 4995.924805
	Iteration 16Q: 3 clusters Score -2716471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2716480.750000 Penalty: 4995.924805
	Iteration 17Q: 3 clusters Score -2716481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2716490.500000 Penalty: 4995.924805
	Iteration 18Q: 3 clusters Score -2716490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2716492.000000 Penalty: 4995.924805
	Iteration 19Q: 3 clusters Score -2716492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2716492.000000 Penalty: 4995.924805
	Iteration 20F: 3 clusters Score -2716492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Entering Unmasked Estep 
Score: -2467369.750000 Penalty: 2474.507568
	Iteration 0F: 2 clusters Score -2467370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2452216.500000 Penalty: 4949.015137
	Iteration 0F: 3 clusters Score -2452216 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2457342.000000 Penalty: 4949.015137
	Iteration 1F: 3 clusters Score -2457342 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2457720.500000 Penalty: 4949.015137
	Iteration 2Q: 3 clusters Score -2457720 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2458059.750000 Penalty: 4949.015137
	Iteration 3Q: 3 clusters Score -2458060 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2458414.250000 Penalty: 4949.015137
	Iteration 4Q: 3 clusters Score -2458414 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2458818.750000 Penalty: 4949.015137
	Iteration 5Q: 3 clusters Score -2458819 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2459366.750000 Penalty: 4949.015137
	Iteration 6Q: 3 clusters Score -2459367 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2460095.000000 Penalty: 4949.015137
	Iteration 7F: 3 clusters Score -2460095 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2460993.250000 Penalty: 4949.015137
	Iteration 8F: 3 clusters Score -2460993 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2461925.750000 Penalty: 4949.015137
	Iteration 9F: 3 clusters Score -2461926 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2462865.250000 Penalty: 4949.015137
	Iteration 10Q: 3 clusters Score -2462865 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2463671.000000 Penalty: 4949.015137
	Iteration 11Q: 3 clusters Score -2463671 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2464299.250000 Penalty: 4949.015137
	Iteration 12Q: 3 clusters Score -2464299 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2464797.750000 Penalty: 4949.015137
	Iteration 13Q: 3 clusters Score -2464798 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2465132.500000 Penalty: 4949.015137
	Iteration 14Q: 3 clusters Score -2465132 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2465342.500000 Penalty: 4949.015137
	Iteration 15Q: 3 clusters Score -2465342 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2465489.750000 Penalty: 4949.015137
	Iteration 16Q: 3 clusters Score -2465490 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2465597.750000 Penalty: 4949.015137
	Iteration 17Q: 3 clusters Score -2465598 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2465659.000000 Penalty: 4949.015137
	Iteration 18Q: 3 clusters Score -2465659 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2465705.500000 Penalty: 4949.015137
	Iteration 19Q: 3 clusters Score -2465706 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2465737.250000 Penalty: 4949.015137
	Iteration 20F: 3 clusters Score -2465737 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2465756.750000 Penalty: 4949.015137
	Iteration 21Q: 3 clusters Score -2465757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2465765.000000 Penalty: 4949.015137
	Iteration 22Q: 3 clusters Score -2465765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2465767.500000 Penalty: 4949.015137
	Iteration 23Q: 3 clusters Score -2465768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2465776.000000 Penalty: 4949.015137
	Iteration 24Q: 3 clusters Score -2465776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2465777.250000 Penalty: 4949.015137
	Iteration 25Q: 3 clusters Score -2465777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2465775.250000 Penalty: 4949.015137
	Iteration 26Q: 3 clusters Score -2465775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2465781.250000 Penalty: 4949.015137
	Iteration 27Q: 3 clusters Score -2465781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2465784.000000 Penalty: 4949.015137
	Iteration 28Q: 3 clusters Score -2465784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2465786.750000 Penalty: 4949.015137
	Iteration 29Q: 3 clusters Score -2465787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2465790.750000 Penalty: 4949.015137
	Iteration 30Q: 3 clusters Score -2465791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2465791.000000 Penalty: 4949.015137
	Iteration 31Q: 3 clusters Score -2465791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2465788.500000 Penalty: 4949.015137
	Iteration 32Q: 3 clusters Score -2465788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2465788.500000 Penalty: 4949.015137
	Iteration 33Q: 3 clusters Score -2465788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2465791.000000 Penalty: 4949.015137
	Iteration 34Q: 3 clusters Score -2465791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2465796.500000 Penalty: 4949.015137
	Iteration 35Q: 3 clusters Score -2465796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2465799.250000 Penalty: 4949.015137
	Iteration 36Q: 3 clusters Score -2465799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2465803.000000 Penalty: 4949.015137
	Iteration 37Q: 3 clusters Score -2465803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2465803.250000 Penalty: 4949.015137
	Iteration 38Q: 3 clusters Score -2465803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2465803.250000 Penalty: 4949.015137
	Iteration 39Q: 3 clusters Score -2465803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2465801.750000 Penalty: 4949.015137
	Iteration 40F: 3 clusters Score -2465802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2465801.000000 Penalty: 4949.015137
	Iteration 41Q: 3 clusters Score -2465801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2465801.000000 Penalty: 4949.015137
	Iteration 42F: 3 clusters Score -2465801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Entering Unmasked Estep 
Score: -4969491.000000 Penalty: 2645.491211
	Iteration 0F: 2 clusters Score -4969491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4940425.000000 Penalty: 5290.982422
	Iteration 0F: 3 clusters Score -4940425 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4951563.500000 Penalty: 5290.982422
	Iteration 1F: 3 clusters Score -4951564 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -4952423.500000 Penalty: 5290.982422
	Iteration 2Q: 3 clusters Score -4952424 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4953601.000000 Penalty: 5290.982422
	Iteration 3F: 3 clusters Score -4953601 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4955343.500000 Penalty: 5290.982422
	Iteration 4F: 3 clusters Score -4955344 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4957679.500000 Penalty: 5290.982422
	Iteration 5F: 3 clusters Score -4957680 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4960185.000000 Penalty: 5290.982422
	Iteration 6F: 3 clusters Score -4960185 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4962606.500000 Penalty: 5290.982422
	Iteration 7F: 3 clusters Score -4962606 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -4964609.500000 Penalty: 5290.982422
	Iteration 8F: 3 clusters Score -4964610 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4965893.000000 Penalty: 5290.982422
	Iteration 9Q: 3 clusters Score -4965893 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4966670.000000 Penalty: 5290.982422
	Iteration 10Q: 3 clusters Score -4966670 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4967081.000000 Penalty: 5290.982422
	Iteration 11Q: 3 clusters Score -4967081 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4967299.500000 Penalty: 5290.982422
	Iteration 12Q: 3 clusters Score -4967300 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4967435.500000 Penalty: 5290.982422
	Iteration 13Q: 3 clusters Score -4967436 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4967499.500000 Penalty: 5290.982422
	Iteration 14Q: 3 clusters Score -4967500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4967552.000000 Penalty: 5290.982422
	Iteration 15Q: 3 clusters Score -4967552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4967587.000000 Penalty: 5290.982422
	Iteration 16Q: 3 clusters Score -4967587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4967613.500000 Penalty: 5290.982422
	Iteration 17Q: 3 clusters Score -4967614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4967632.500000 Penalty: 5290.982422
	Iteration 18Q: 3 clusters Score -4967632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4967643.500000 Penalty: 5290.982422
	Iteration 19Q: 3 clusters Score -4967644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4967655.000000 Penalty: 5290.982422
	Iteration 20F: 3 clusters Score -4967655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4967671.500000 Penalty: 5290.982422
	Iteration 21Q: 3 clusters Score -4967672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4967684.000000 Penalty: 5290.982422
	Iteration 22Q: 3 clusters Score -4967684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4967681.500000 Penalty: 5290.982422
	Iteration 23Q: 3 clusters Score -4967682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4967685.500000 Penalty: 5290.982422
	Iteration 24Q: 3 clusters Score -4967686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4967682.500000 Penalty: 5290.982422
	Iteration 25Q: 3 clusters Score -4967682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4967685.000000 Penalty: 5290.982422
	Iteration 26Q: 3 clusters Score -4967685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4967678.500000 Penalty: 5290.982422
	Iteration 27Q: 3 clusters Score -4967678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4967687.000000 Penalty: 5290.982422
	Iteration 28Q: 3 clusters Score -4967687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4967681.500000 Penalty: 5290.982422
	Iteration 29Q: 3 clusters Score -4967682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4967686.500000 Penalty: 5290.982422
	Iteration 30Q: 3 clusters Score -4967686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4967688.500000 Penalty: 5290.982422
	Iteration 31Q: 3 clusters Score -4967688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4967690.500000 Penalty: 5290.982422
	Iteration 32Q: 3 clusters Score -4967690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4967687.000000 Penalty: 5290.982422
	Iteration 33Q: 3 clusters Score -4967687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4967691.500000 Penalty: 5290.982422
	Iteration 34Q: 3 clusters Score -4967692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4967686.000000 Penalty: 5290.982422
	Iteration 35Q: 3 clusters Score -4967686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4967686.000000 Penalty: 5290.982422
	Iteration 36F: 3 clusters Score -4967686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Entering Unmasked Estep 
Score: -1214283.125000 Penalty: 2306.988281
	Iteration 0F: 2 clusters Score -1214283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1206053.500000 Penalty: 4613.976562
	Iteration 0F: 3 clusters Score -1206054 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1208510.875000 Penalty: 4613.976562
	Iteration 1F: 3 clusters Score -1208511 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1208857.125000 Penalty: 4613.976562
	Iteration 2F: 3 clusters Score -1208857 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1209127.625000 Penalty: 4613.976562
	Iteration 3F: 3 clusters Score -1209128 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1209394.125000 Penalty: 4613.976562
	Iteration 4Q: 3 clusters Score -1209394 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1209687.125000 Penalty: 4613.976562
	Iteration 5Q: 3 clusters Score -1209687 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1209988.250000 Penalty: 4613.976562
	Iteration 6Q: 3 clusters Score -1209988 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1210273.000000 Penalty: 4613.976562
	Iteration 7Q: 3 clusters Score -1210273 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1210518.625000 Penalty: 4613.976562
	Iteration 8Q: 3 clusters Score -1210519 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1210747.625000 Penalty: 4613.976562
	Iteration 9Q: 3 clusters Score -1210748 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1210926.125000 Penalty: 4613.976562
	Iteration 10Q: 3 clusters Score -1210926 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1211066.000000 Penalty: 4613.976562
	Iteration 11Q: 3 clusters Score -1211066 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1211199.875000 Penalty: 4613.976562
	Iteration 12Q: 3 clusters Score -1211200 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1211305.375000 Penalty: 4613.976562
	Iteration 13Q: 3 clusters Score -1211305 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1211388.375000 Penalty: 4613.976562
	Iteration 14Q: 3 clusters Score -1211388 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1211435.875000 Penalty: 4613.976562
	Iteration 15Q: 3 clusters Score -1211436 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1211490.250000 Penalty: 4613.976562
	Iteration 16Q: 3 clusters Score -1211490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1211527.375000 Penalty: 4613.976562
	Iteration 17Q: 3 clusters Score -1211527 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1211563.250000 Penalty: 4613.976562
	Iteration 18Q: 3 clusters Score -1211563 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1211592.000000 Penalty: 4613.976562
	Iteration 19Q: 3 clusters Score -1211592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1211609.875000 Penalty: 4613.976562
	Iteration 20F: 3 clusters Score -1211610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1211634.500000 Penalty: 4613.976562
	Iteration 21Q: 3 clusters Score -1211634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1211652.500000 Penalty: 4613.976562
	Iteration 22Q: 3 clusters Score -1211652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1211668.750000 Penalty: 4613.976562
	Iteration 23Q: 3 clusters Score -1211669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1211691.000000 Penalty: 4613.976562
	Iteration 24Q: 3 clusters Score -1211691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1211704.375000 Penalty: 4613.976562
	Iteration 25Q: 3 clusters Score -1211704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1211718.875000 Penalty: 4613.976562
	Iteration 26Q: 3 clusters Score -1211719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1211732.125000 Penalty: 4613.976562
	Iteration 27Q: 3 clusters Score -1211732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1211740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1211752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1211763.375000 Penalty: 4613.976562
	Iteration 30Q: 3 clusters Score -1211763 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1211775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1211783.625000 Penalty: 4613.976562
	Iteration 32Q: 3 clusters Score -1211784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1211789.875000 Penalty: 4613.976562
	Iteration 33Q: 3 clusters Score -1211790 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1211797.250000 Penalty: 4613.976562
	Iteration 34Q: 3 clusters Score -1211797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1211803.000000 Penalty: 4613.976562
	Iteration 35Q: 3 clusters Score -1211803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1211808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1211815.500000 Penalty: 4613.976562
	Iteration 37Q: 3 clusters Score -1211816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1211824.625000 Penalty: 4613.976562
	Iteration 38Q: 3 clusters Score -1211825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1211827.250000 Penalty: 4613.976562
	Iteration 39Q: 3 clusters Score -1211827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1211832.000000 Penalty: 4613.976562
	Iteration 40F: 3 clusters Score -1211832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1211830.250000 Penalty: 4613.976562
	Iteration 41Q: 3 clusters Score -1211830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1211835.500000 Penalty: 4613.976562
	Iteration 42Q: 3 clusters Score -1211836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1211838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1211841.250000 Penalty: 4613.976562
	Iteration 44Q: 3 clusters Score -1211841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1211844.250000 Penalty: 4613.976562
	Iteration 45Q: 3 clusters Score -1211844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1211847.875000 Penalty: 4613.976562
	Iteration 46Q: 3 clusters Score -1211848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1211858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1211861.875000 Penalty: 4613.976562
	Iteration 48Q: 3 clusters Score -1211862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1211863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1211864.875000 Penalty: 4613.976562
	Iteration 50Q: 3 clusters Score -1211865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1211872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1211872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1211874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1211875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1211875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1211873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1211875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1211876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1211876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1211875.875000 Penalty: 4613.976562
	Iteration 60F: 3 clusters Score -1211876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1211881.375000 Penalty: 4613.976562
	Iteration 61Q: 3 clusters Score -1211881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1211882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1211881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1211883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1211881.625000 Penalty: 4613.976562
	Iteration 65Q: 3 clusters Score -1211882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1211885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1211885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1211887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1211887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1211889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1211888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1211888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1211887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1211886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1211891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1211892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1211895.000000 Penalty: 4613.976562
	Iteration 77Q: 3 clusters Score -1211895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1211897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1211900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1211899.500000 Penalty: 4613.976562
	Iteration 80F: 3 clusters Score -1211900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1211903.500000 Penalty: 4613.976562
	Iteration 81Q: 3 clusters Score -1211904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1211905.000000 Penalty: 4613.976562
	Iteration 82Q: 3 clusters Score -1211905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1211914.500000 Penalty: 4613.976562
	Iteration 83Q: 3 clusters Score -1211914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1211916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1211920.000000 Penalty: 4613.976562
	Iteration 85Q: 3 clusters Score -1211920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1211920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1211925.750000 Penalty: 4613.976562
	Iteration 87Q: 3 clusters Score -1211926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1211934.500000 Penalty: 4613.976562
	Iteration 88Q: 3 clusters Score -1211934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1211940.625000 Penalty: 4613.976562
	Iteration 89Q: 3 clusters Score -1211941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1211954.625000 Penalty: 4613.976562
	Iteration 90Q: 3 clusters Score -1211955 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1211959.500000 Penalty: 4613.976562
	Iteration 91Q: 3 clusters Score -1211960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1211965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1211976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1211988.000000 Penalty: 4613.976562
	Iteration 94Q: 3 clusters Score -1211988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
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Entering Unmasked Estep 
Score: -1211996.625000 Penalty: 4613.976562
	Iteration 95Q: 3 clusters Score -1211997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1212006.625000 Penalty: 4613.976562
	Iteration 96Q: 3 clusters Score -1212007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1212016.375000 Penalty: 4613.976562
	Iteration 97Q: 3 clusters Score -1212016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1212027.000000 Penalty: 4613.976562
	Iteration 98Q: 3 clusters Score -1212027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1212036.500000 Penalty: 4613.976562
	Iteration 99Q: 3 clusters Score -1212036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1212050.375000 Penalty: 4613.976562
	Iteration 100F: 3 clusters Score -1212050 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1212058.125000 Penalty: 4613.976562
	Iteration 101Q: 3 clusters Score -1212058 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1212067 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1212073.000000 Penalty: 4613.976562
	Iteration 103Q: 3 clusters Score -1212073 nChanged 23
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Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2803 members 
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	Iteration 104Q: 3 clusters Score -1212078 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2777 members 
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	Iteration 105Q: 3 clusters Score -1212085 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 2756 members 
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	Iteration 106Q: 3 clusters Score -1212089 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
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Entering Unmasked Estep 
Score: -1212091.375000 Penalty: 4613.976562
	Iteration 107Q: 3 clusters Score -1212091 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1212092 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1212095 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1212099 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8284 members 
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	Iteration 111Q: 3 clusters Score -1212100 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1212103.375000 Penalty: 4613.976562
	Iteration 112Q: 3 clusters Score -1212103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1212103 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1212108 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
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Entering Unmasked Estep 
Score: -1212114.750000 Penalty: 4613.976562
	Iteration 115Q: 3 clusters Score -1212115 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1212117 nChanged 11
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Entering Unmasked Estep 
Score: -1212117.125000 Penalty: 4613.976562
	Iteration 117Q: 3 clusters Score -1212117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1212121.375000 Penalty: 4613.976562
	Iteration 118Q: 3 clusters Score -1212121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1212125.750000 Penalty: 4613.976562
	Iteration 119Q: 3 clusters Score -1212126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1212125.375000 Penalty: 4613.976562
	Iteration 120F: 3 clusters Score -1212125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1212130.875000 Penalty: 4613.976562
	Iteration 121Q: 3 clusters Score -1212131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1212133.375000 Penalty: 4613.976562
	Iteration 122Q: 3 clusters Score -1212133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1212137.500000 Penalty: 4613.976562
	Iteration 123Q: 3 clusters Score -1212138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1212140.375000 Penalty: 4613.976562
	Iteration 124Q: 3 clusters Score -1212140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1212148.500000 Penalty: 4613.976562
	Iteration 125Q: 3 clusters Score -1212148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1212150.625000 Penalty: 4613.976562
	Iteration 126Q: 3 clusters Score -1212151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1212152.500000 Penalty: 4613.976562
	Iteration 127Q: 3 clusters Score -1212152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1212156.375000 Penalty: 4613.976562
	Iteration 128Q: 3 clusters Score -1212156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1212161.875000 Penalty: 4613.976562
	Iteration 129Q: 3 clusters Score -1212162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1212164.250000 Penalty: 4613.976562
	Iteration 130Q: 3 clusters Score -1212164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1212167.250000 Penalty: 4613.976562
	Iteration 131Q: 3 clusters Score -1212167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1212168.875000 Penalty: 4613.976562
	Iteration 132Q: 3 clusters Score -1212169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1212170.250000 Penalty: 4613.976562
	Iteration 133Q: 3 clusters Score -1212170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1212177.375000 Penalty: 4613.976562
	Iteration 134Q: 3 clusters Score -1212177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1212185.250000 Penalty: 4613.976562
	Iteration 135Q: 3 clusters Score -1212185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1212193.000000 Penalty: 4613.976562
	Iteration 136Q: 3 clusters Score -1212193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1212198.750000 Penalty: 4613.976562
	Iteration 137Q: 3 clusters Score -1212199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1212202.875000 Penalty: 4613.976562
	Iteration 138Q: 3 clusters Score -1212203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1212212.500000 Penalty: 4613.976562
	Iteration 139Q: 3 clusters Score -1212212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1212214.875000 Penalty: 4613.976562
	Iteration 140F: 3 clusters Score -1212215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1212217.500000 Penalty: 4613.976562
	Iteration 141Q: 3 clusters Score -1212218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1212232.375000 Penalty: 4613.976562
	Iteration 142Q: 3 clusters Score -1212232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1212234.750000 Penalty: 4613.976562
	Iteration 143Q: 3 clusters Score -1212235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1212234.500000 Penalty: 4613.976562
	Iteration 144Q: 3 clusters Score -1212234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1212239.500000 Penalty: 4613.976562
	Iteration 145Q: 3 clusters Score -1212240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1212240.500000 Penalty: 4613.976562
	Iteration 146Q: 3 clusters Score -1212240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1212245.125000 Penalty: 4613.976562
	Iteration 147Q: 3 clusters Score -1212245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1212244.875000 Penalty: 4613.976562
	Iteration 148Q: 3 clusters Score -1212245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1212248.000000 Penalty: 4613.976562
	Iteration 149Q: 3 clusters Score -1212248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1212247.375000 Penalty: 4613.976562
	Iteration 150Q: 3 clusters Score -1212247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1212249.500000 Penalty: 4613.976562
	Iteration 151Q: 3 clusters Score -1212250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1212250.625000 Penalty: 4613.976562
	Iteration 152Q: 3 clusters Score -1212251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1212249.250000 Penalty: 4613.976562
	Iteration 153Q: 3 clusters Score -1212249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1212251.375000 Penalty: 4613.976562
	Iteration 154Q: 3 clusters Score -1212251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1212252.875000 Penalty: 4613.976562
	Iteration 155Q: 3 clusters Score -1212253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1212253.750000 Penalty: 4613.976562
	Iteration 156Q: 3 clusters Score -1212254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1212253.375000 Penalty: 4613.976562
	Iteration 157Q: 3 clusters Score -1212253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1212252.500000 Penalty: 4613.976562
	Iteration 158Q: 3 clusters Score -1212252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1212253.250000 Penalty: 4613.976562
	Iteration 159Q: 3 clusters Score -1212253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1212253.250000 Penalty: 4613.976562
	Iteration 160F: 3 clusters Score -1212253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Entering Unmasked Estep 
Score: -1608917.625000 Penalty: 2380.097168
	Iteration 0F: 2 clusters Score -1608918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1598199.625000 Penalty: 4760.194336
	Iteration 0F: 3 clusters Score -1598200 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1601718.500000 Penalty: 4760.194336
	Iteration 1F: 3 clusters Score -1601718 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1602229.000000 Penalty: 4760.194336
	Iteration 2F: 3 clusters Score -1602229 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1602836.750000 Penalty: 4760.194336
	Iteration 3F: 3 clusters Score -1602837 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1603681.250000 Penalty: 4760.194336
	Iteration 4F: 3 clusters Score -1603681 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1604746.000000 Penalty: 4760.194336
	Iteration 5F: 3 clusters Score -1604746 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1606014.000000 Penalty: 4760.194336
	Iteration 6F: 3 clusters Score -1606014 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1607068.625000 Penalty: 4760.194336
	Iteration 7F: 3 clusters Score -1607069 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1607660.000000 Penalty: 4760.194336
	Iteration 8F: 3 clusters Score -1607660 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1607966.625000 Penalty: 4760.194336
	Iteration 9Q: 3 clusters Score -1607967 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1608118.000000 Penalty: 4760.194336
	Iteration 10Q: 3 clusters Score -1608118 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1608185.875000 Penalty: 4760.194336
	Iteration 11Q: 3 clusters Score -1608186 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1608223.500000 Penalty: 4760.194336
	Iteration 12Q: 3 clusters Score -1608224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1608240.750000 Penalty: 4760.194336
	Iteration 13Q: 3 clusters Score -1608241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1608258.625000 Penalty: 4760.194336
	Iteration 14Q: 3 clusters Score -1608259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1608265.375000 Penalty: 4760.194336
	Iteration 15Q: 3 clusters Score -1608265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1608272.250000 Penalty: 4760.194336
	Iteration 16Q: 3 clusters Score -1608272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1608274.625000 Penalty: 4760.194336
	Iteration 17Q: 3 clusters Score -1608275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1608274.250000 Penalty: 4760.194336
	Iteration 18Q: 3 clusters Score -1608274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1608274.500000 Penalty: 4760.194336
	Iteration 19Q: 3 clusters Score -1608274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1608278.125000 Penalty: 4760.194336
	Iteration 20F: 3 clusters Score -1608278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1608278.625000 Penalty: 4760.194336
	Iteration 21Q: 3 clusters Score -1608279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1608277.500000 Penalty: 4760.194336
	Iteration 22Q: 3 clusters Score -1608278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1608279.375000 Penalty: 4760.194336
	Iteration 23Q: 3 clusters Score -1608279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1608282.750000 Penalty: 4760.194336
	Iteration 24Q: 3 clusters Score -1608283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1608286.125000 Penalty: 4760.194336
	Iteration 25Q: 3 clusters Score -1608286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1608290.750000 Penalty: 4760.194336
	Iteration 26Q: 3 clusters Score -1608291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1608286.875000 Penalty: 4760.194336
	Iteration 27Q: 3 clusters Score -1608287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1608285.000000 Penalty: 4760.194336
	Iteration 28Q: 3 clusters Score -1608285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1608286.000000 Penalty: 4760.194336
	Iteration 29Q: 3 clusters Score -1608286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1608288.500000 Penalty: 4760.194336
	Iteration 30Q: 3 clusters Score -1608288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1608289.625000 Penalty: 4760.194336
	Iteration 31Q: 3 clusters Score -1608290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1608290.125000 Penalty: 4760.194336
	Iteration 32Q: 3 clusters Score -1608290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1608285.250000 Penalty: 4760.194336
	Iteration 33Q: 3 clusters Score -1608285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1608288.875000 Penalty: 4760.194336
	Iteration 34Q: 3 clusters Score -1608289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1608288.875000 Penalty: 4760.194336
	Iteration 35F: 3 clusters Score -1608289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Entering Unmasked Estep 
Score: -11410816.000000 Penalty: 2848.567871
	Iteration 0F: 2 clusters Score -1.141082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -11345262.000000 Penalty: 5697.135742
	Iteration 0F: 3 clusters Score -1.134526e+07 nChanged 46153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -11372063.000000 Penalty: 5697.135742
	Iteration 1F: 3 clusters Score -1.137206e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -11373163.000000 Penalty: 5697.135742
	Iteration 2Q: 3 clusters Score -1.137316e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -11374400.000000 Penalty: 5697.135742
	Iteration 3Q: 3 clusters Score -1.13744e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -11376073.000000 Penalty: 5697.135742
	Iteration 4Q: 3 clusters Score -1.137607e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -11378829.000000 Penalty: 5697.135742
	Iteration 5F: 3 clusters Score -1.137883e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -11382683.000000 Penalty: 5697.135742
	Iteration 6F: 3 clusters Score -1.138268e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -11387696.000000 Penalty: 5697.135742
	Iteration 7F: 3 clusters Score -1.13877e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -11393232.000000 Penalty: 5697.135742
	Iteration 8F: 3 clusters Score -1.139323e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84622 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -11398295.000000 Penalty: 5697.135742
	Iteration 9F: 3 clusters Score -1.13983e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -11402321.000000 Penalty: 5697.135742
	Iteration 10Q: 3 clusters Score -1.140232e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92597 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -11404940.000000 Penalty: 5697.135742
	Iteration 11Q: 3 clusters Score -1.140494e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -11406487.000000 Penalty: 5697.135742
	Iteration 12Q: 3 clusters Score -1.140649e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11407346.000000 Penalty: 5697.135742
	Iteration 13Q: 3 clusters Score -1.140735e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11407742.000000 Penalty: 5697.135742
	Iteration 14Q: 3 clusters Score -1.140774e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96442 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11407997.000000 Penalty: 5697.135742
	Iteration 15Q: 3 clusters Score -1.1408e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96585 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11408125.000000 Penalty: 5697.135742
	Iteration 16Q: 3 clusters Score -1.140812e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11408207.000000 Penalty: 5697.135742
	Iteration 17Q: 3 clusters Score -1.140821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11408255.000000 Penalty: 5697.135742
	Iteration 18Q: 3 clusters Score -1.140826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11408290.000000 Penalty: 5697.135742
	Iteration 19Q: 3 clusters Score -1.140829e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11408319.000000 Penalty: 5697.135742
	Iteration 20F: 3 clusters Score -1.140832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11408343.000000 Penalty: 5697.135742
	Iteration 21Q: 3 clusters Score -1.140834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -11408364.000000 Penalty: 5697.135742
	Iteration 22Q: 3 clusters Score -1.140836e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11408398.000000 Penalty: 5697.135742
	Iteration 23Q: 3 clusters Score -1.14084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11408409.000000 Penalty: 5697.135742
	Iteration 24Q: 3 clusters Score -1.140841e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11408429.000000 Penalty: 5697.135742
	Iteration 25Q: 3 clusters Score -1.140843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11408448.000000 Penalty: 5697.135742
	Iteration 26Q: 3 clusters Score -1.140845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11408452.000000 Penalty: 5697.135742
	Iteration 27Q: 3 clusters Score -1.140845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11408463.000000 Penalty: 5697.135742
	Iteration 28Q: 3 clusters Score -1.140846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11408465.000000 Penalty: 5697.135742
	Iteration 29Q: 3 clusters Score -1.140846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11408468.000000 Penalty: 5697.135742
	Iteration 30Q: 3 clusters Score -1.140847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96828 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11408468.000000 Penalty: 5697.135742
	Iteration 31F: 3 clusters Score -1.140847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (121958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121958 members 
Entering Unmasked Estep 
Score: -14210665.000000 Penalty: 2904.435303
	Iteration 0F: 2 clusters Score -1.421066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -14129184.000000 Penalty: 5808.870605
	Iteration 0F: 3 clusters Score -1.412918e+07 nChanged 58022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -14162466.000000 Penalty: 5808.870605
	Iteration 1F: 3 clusters Score -1.416247e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -14163671.000000 Penalty: 5808.870605
	Iteration 2Q: 3 clusters Score -1.416367e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -14165558.000000 Penalty: 5808.870605
	Iteration 3Q: 3 clusters Score -1.416556e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -14168589.000000 Penalty: 5808.870605
	Iteration 4F: 3 clusters Score -1.416859e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -14172779.000000 Penalty: 5808.870605
	Iteration 5F: 3 clusters Score -1.417278e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -14177725.000000 Penalty: 5808.870605
	Iteration 6F: 3 clusters Score -1.417772e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -14182948.000000 Penalty: 5808.870605
	Iteration 7F: 3 clusters Score -1.418295e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -14187339.000000 Penalty: 5808.870605
	Iteration 8F: 3 clusters Score -1.418734e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -14191379.000000 Penalty: 5808.870605
	Iteration 9F: 3 clusters Score -1.419138e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -14194936.000000 Penalty: 5808.870605
	Iteration 10Q: 3 clusters Score -1.419494e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -14198254.000000 Penalty: 5808.870605
	Iteration 11Q: 3 clusters Score -1.419825e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -14201385.000000 Penalty: 5808.870605
	Iteration 12Q: 3 clusters Score -1.420138e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -14203743.000000 Penalty: 5808.870605
	Iteration 13Q: 3 clusters Score -1.420374e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116803 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -14205615.000000 Penalty: 5808.870605
	Iteration 14Q: 3 clusters Score -1.420562e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118174 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -14206836.000000 Penalty: 5808.870605
	Iteration 15Q: 3 clusters Score -1.420684e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -14207644.000000 Penalty: 5808.870605
	Iteration 16Q: 3 clusters Score -1.420764e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119300 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -14208262.000000 Penalty: 5808.870605
	Iteration 17Q: 3 clusters Score -1.420826e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119479 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -14208640.000000 Penalty: 5808.870605
	Iteration 18Q: 3 clusters Score -1.420864e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119551 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -14208822.000000 Penalty: 5808.870605
	Iteration 19Q: 3 clusters Score -1.420882e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119603 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -14208946.000000 Penalty: 5808.870605
	Iteration 20F: 3 clusters Score -1.420895e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119638 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -14209047.000000 Penalty: 5808.870605
	Iteration 21Q: 3 clusters Score -1.420905e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119680 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14209105.000000 Penalty: 5808.870605
	Iteration 22Q: 3 clusters Score -1.42091e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -14209139.000000 Penalty: 5808.870605
	Iteration 23Q: 3 clusters Score -1.420914e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119718 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -14209158.000000 Penalty: 5808.870605
	Iteration 24Q: 3 clusters Score -1.420916e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14209163.000000 Penalty: 5808.870605
	Iteration 25Q: 3 clusters Score -1.420916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119750 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -14209167.000000 Penalty: 5808.870605
	Iteration 26Q: 3 clusters Score -1.420917e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119766 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -14209192.000000 Penalty: 5808.870605
	Iteration 27Q: 3 clusters Score -1.420919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119772 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -14209205.000000 Penalty: 5808.870605
	Iteration 28Q: 3 clusters Score -1.42092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119775 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -14209239.000000 Penalty: 5808.870605
	Iteration 29Q: 3 clusters Score -1.420924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119775 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -14209246.000000 Penalty: 5808.870605
	Iteration 30Q: 3 clusters Score -1.420925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119781 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -14209246.000000 Penalty: 5808.870605
	Iteration 31Q: 3 clusters Score -1.420925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119789 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -14209231.000000 Penalty: 5808.870605
	Iteration 32Q: 3 clusters Score -1.420923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119794 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -14209236.000000 Penalty: 5808.870605
	Iteration 33Q: 3 clusters Score -1.420924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119799 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14209232.000000 Penalty: 5808.870605
	Iteration 34Q: 3 clusters Score -1.420923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -14209250.000000 Penalty: 5808.870605
	Iteration 35Q: 3 clusters Score -1.420925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119810 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -14209250.000000 Penalty: 5808.870605
	Iteration 36Q: 3 clusters Score -1.420925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14209245.000000 Penalty: 5808.870605
	Iteration 37Q: 3 clusters Score -1.420924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14209249.000000 Penalty: 5808.870605
	Iteration 38Q: 3 clusters Score -1.420925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14209259.000000 Penalty: 5808.870605
	Iteration 39Q: 3 clusters Score -1.420926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -14209258.000000 Penalty: 5808.870605
	Iteration 40F: 3 clusters Score -1.420926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119814 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14209261.000000 Penalty: 5808.870605
	Iteration 41Q: 3 clusters Score -1.420926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14209268.000000 Penalty: 5808.870605
	Iteration 42Q: 3 clusters Score -1.420927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -14209254.000000 Penalty: 5808.870605
	Iteration 43Q: 3 clusters Score -1.420925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -14209254.000000 Penalty: 5808.870605
	Iteration 44Q: 3 clusters Score -1.420925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119819 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -14209262.000000 Penalty: 5808.870605
	Iteration 45Q: 3 clusters Score -1.420926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119818 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -14209270.000000 Penalty: 5808.870605
	Iteration 46Q: 3 clusters Score -1.420927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -14209265.000000 Penalty: 5808.870605
	Iteration 47Q: 3 clusters Score -1.420926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -14209266.000000 Penalty: 5808.870605
	Iteration 48Q: 3 clusters Score -1.420927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14209268.000000 Penalty: 5808.870605
	Iteration 49Q: 3 clusters Score -1.420927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119816 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -14209268.000000 Penalty: 5808.870605
	Iteration 50F: 3 clusters Score -1.420927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (199133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199133 members 
Entering Unmasked Estep 
Score: -23125400.000000 Penalty: 3026.028564
	Iteration 0F: 2 clusters Score -2.31254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 99885 members 
Entering Unmasked Estep 
Score: -22997580.000000 Penalty: 6052.057129
	Iteration 0F: 3 clusters Score -2.299758e+07 nChanged 95783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 106336 members 
Entering Unmasked Estep 
Score: -23055050.000000 Penalty: 6052.057129
	Iteration 1F: 3 clusters Score -2.305505e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 110693 members 
Entering Unmasked Estep 
Score: -23058130.000000 Penalty: 6052.057129
	Iteration 2Q: 3 clusters Score -2.305813e+07 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 117262 members 
Entering Unmasked Estep 
Score: -23062900.000000 Penalty: 6052.057129
	Iteration 3F: 3 clusters Score -2.30629e+07 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 126514 members 
Entering Unmasked Estep 
Score: -23070660.000000 Penalty: 6052.057129
	Iteration 4F: 3 clusters Score -2.307066e+07 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 138233 members 
Entering Unmasked Estep 
Score: -23081130.000000 Penalty: 6052.057129
	Iteration 5F: 3 clusters Score -2.308113e+07 nChanged 15471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 151070 members 
Entering Unmasked Estep 
Score: -23092632.000000 Penalty: 6052.057129
	Iteration 6F: 3 clusters Score -2.309263e+07 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -23102974.000000 Penalty: 6052.057129
	Iteration 7F: 3 clusters Score -2.310297e+07 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 172558 members 
Entering Unmasked Estep 
Score: -23110852.000000 Penalty: 6052.057129
	Iteration 8F: 3 clusters Score -2.311085e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -23116520.000000 Penalty: 6052.057129
	Iteration 9Q: 3 clusters Score -2.311652e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -23120662.000000 Penalty: 6052.057129
	Iteration 10Q: 3 clusters Score -2.312066e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 186161 members 
Entering Unmasked Estep 
Score: -23123726.000000 Penalty: 6052.057129
	Iteration 11Q: 3 clusters Score -2.312373e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 187310 members 
Entering Unmasked Estep 
Score: -23124874.000000 Penalty: 6052.057129
	Iteration 12Q: 3 clusters Score -2.312487e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 188059 members 
Entering Unmasked Estep 
Score: -23125256.000000 Penalty: 6052.057129
	Iteration 13Q: 3 clusters Score -2.312526e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 188652 members 
Entering Unmasked Estep 
Score: -23125404.000000 Penalty: 6052.057129
	Iteration 14Q: 3 clusters Score -2.31254e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 189120 members 
Entering Unmasked Estep 
Score: -23125480.000000 Penalty: 6052.057129
	Iteration 15Q: 3 clusters Score -2.312548e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 189493 members 
Entering Unmasked Estep 
Score: -23125408.000000 Penalty: 6052.057129
	Iteration 16Q: 3 clusters Score -2.312541e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 189807 members 
Entering Unmasked Estep 
Score: -23125474.000000 Penalty: 6052.057129
	Iteration 17Q: 3 clusters Score -2.312547e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 190053 members 
Entering Unmasked Estep 
Score: -23125444.000000 Penalty: 6052.057129
	Iteration 18Q: 3 clusters Score -2.312544e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 190252 members 
Entering Unmasked Estep 
Score: -23125498.000000 Penalty: 6052.057129
	Iteration 19Q: 3 clusters Score -2.31255e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 190422 members 
Entering Unmasked Estep 
Score: -23125496.000000 Penalty: 6052.057129
	Iteration 20F: 3 clusters Score -2.31255e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 190573 members 
Entering Unmasked Estep 
Score: -23125518.000000 Penalty: 6052.057129
	Iteration 21Q: 3 clusters Score -2.312552e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 190695 members 
Entering Unmasked Estep 
Score: -23125536.000000 Penalty: 6052.057129
	Iteration 22Q: 3 clusters Score -2.312554e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 190800 members 
Entering Unmasked Estep 
Score: -23125562.000000 Penalty: 6052.057129
	Iteration 23Q: 3 clusters Score -2.312556e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -23125566.000000 Penalty: 6052.057129
	Iteration 24Q: 3 clusters Score -2.312557e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 190994 members 
Entering Unmasked Estep 
Score: -23125552.000000 Penalty: 6052.057129
	Iteration 25Q: 3 clusters Score -2.312555e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 191068 members 
Entering Unmasked Estep 
Score: -23125570.000000 Penalty: 6052.057129
	Iteration 26Q: 3 clusters Score -2.312557e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 191148 members 
Entering Unmasked Estep 
Score: -23125552.000000 Penalty: 6052.057129
	Iteration 27Q: 3 clusters Score -2.312555e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 191218 members 
Entering Unmasked Estep 
Score: -23125558.000000 Penalty: 6052.057129
	Iteration 28Q: 3 clusters Score -2.312556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -23125530.000000 Penalty: 6052.057129
	Iteration 29Q: 3 clusters Score -2.312553e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 191310 members 
Entering Unmasked Estep 
Score: -23125558.000000 Penalty: 6052.057129
	Iteration 30Q: 3 clusters Score -2.312556e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 191352 members 
Entering Unmasked Estep 
Score: -23125556.000000 Penalty: 6052.057129
	Iteration 31Q: 3 clusters Score -2.312556e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 191392 members 
Entering Unmasked Estep 
Score: -23125552.000000 Penalty: 6052.057129
	Iteration 32Q: 3 clusters Score -2.312555e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 191438 members 
Entering Unmasked Estep 
Score: -23125540.000000 Penalty: 6052.057129
	Iteration 33Q: 3 clusters Score -2.312554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 191484 members 
Entering Unmasked Estep 
Score: -23125514.000000 Penalty: 6052.057129
	Iteration 34Q: 3 clusters Score -2.312551e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 191524 members 
Entering Unmasked Estep 
Score: -23125538.000000 Penalty: 6052.057129
	Iteration 35Q: 3 clusters Score -2.312554e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 191559 members 
Entering Unmasked Estep 
Score: -23125536.000000 Penalty: 6052.057129
	Iteration 36Q: 3 clusters Score -2.312554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 191588 members 
Entering Unmasked Estep 
Score: -23125522.000000 Penalty: 6052.057129
	Iteration 37Q: 3 clusters Score -2.312552e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 191628 members 
Entering Unmasked Estep 
Score: -23125504.000000 Penalty: 6052.057129
	Iteration 38Q: 3 clusters Score -2.31255e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 191666 members 
Entering Unmasked Estep 
Score: -23125494.000000 Penalty: 6052.057129
	Iteration 39Q: 3 clusters Score -2.312549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 191704 members 
Entering Unmasked Estep 
Score: -23125496.000000 Penalty: 6052.057129
	Iteration 40F: 3 clusters Score -2.31255e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 191741 members 
Entering Unmasked Estep 
Score: -23125492.000000 Penalty: 6052.057129
	Iteration 41Q: 3 clusters Score -2.312549e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 191787 members 
Entering Unmasked Estep 
Score: -23125488.000000 Penalty: 6052.057129
	Iteration 42Q: 3 clusters Score -2.312549e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 191824 members 
Entering Unmasked Estep 
Score: -23125442.000000 Penalty: 6052.057129
	Iteration 43Q: 3 clusters Score -2.312544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 191862 members 
Entering Unmasked Estep 
Score: -23125472.000000 Penalty: 6052.057129
	Iteration 44Q: 3 clusters Score -2.312547e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 191904 members 
Entering Unmasked Estep 
Score: -23125416.000000 Penalty: 6052.057129
	Iteration 45Q: 3 clusters Score -2.312542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 191939 members 
Entering Unmasked Estep 
Score: -23125416.000000 Penalty: 6052.057129
	Iteration 46Q: 3 clusters Score -2.312542e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 191968 members 
Entering Unmasked Estep 
Score: -23125426.000000 Penalty: 6052.057129
	Iteration 47Q: 3 clusters Score -2.312543e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 192015 members 
Entering Unmasked Estep 
Score: -23125440.000000 Penalty: 6052.057129
	Iteration 48Q: 3 clusters Score -2.312544e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 192062 members 
Entering Unmasked Estep 
Score: -23125414.000000 Penalty: 6052.057129
	Iteration 49Q: 3 clusters Score -2.312541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 192106 members 
Entering Unmasked Estep 
Score: -23125448.000000 Penalty: 6052.057129
	Iteration 50Q: 3 clusters Score -2.312545e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 192143 members 
Entering Unmasked Estep 
Score: -23125462.000000 Penalty: 6052.057129
	Iteration 51Q: 3 clusters Score -2.312546e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 192179 members 
Entering Unmasked Estep 
Score: -23125480.000000 Penalty: 6052.057129
	Iteration 52Q: 3 clusters Score -2.312548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 192208 members 
Entering Unmasked Estep 
Score: -23125452.000000 Penalty: 6052.057129
	Iteration 53Q: 3 clusters Score -2.312545e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 192235 members 
Entering Unmasked Estep 
Score: -23125480.000000 Penalty: 6052.057129
	Iteration 54Q: 3 clusters Score -2.312548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 192264 members 
Entering Unmasked Estep 
Score: -23125452.000000 Penalty: 6052.057129
	Iteration 55Q: 3 clusters Score -2.312545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 192288 members 
Entering Unmasked Estep 
Score: -23125432.000000 Penalty: 6052.057129
	Iteration 56Q: 3 clusters Score -2.312543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 192306 members 
Entering Unmasked Estep 
Score: -23125416.000000 Penalty: 6052.057129
	Iteration 57Q: 3 clusters Score -2.312542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 192319 members 
Entering Unmasked Estep 
Score: -23125416.000000 Penalty: 6052.057129
	Iteration 58Q: 3 clusters Score -2.312542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 192330 members 
Entering Unmasked Estep 
Score: -23125410.000000 Penalty: 6052.057129
	Iteration 59Q: 3 clusters Score -2.312541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 192344 members 
Entering Unmasked Estep 
Score: -23125446.000000 Penalty: 6052.057129
	Iteration 60F: 3 clusters Score -2.312545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 192358 members 
Entering Unmasked Estep 
Score: -23125426.000000 Penalty: 6052.057129
	Iteration 61Q: 3 clusters Score -2.312543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 192372 members 
Entering Unmasked Estep 
Score: -23125406.000000 Penalty: 6052.057129
	Iteration 62Q: 3 clusters Score -2.312541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 192389 members 
Entering Unmasked Estep 
Score: -23125378.000000 Penalty: 6052.057129
	Iteration 63Q: 3 clusters Score -2.312538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 192408 members 
Entering Unmasked Estep 
Score: -23125394.000000 Penalty: 6052.057129
	Iteration 64Q: 3 clusters Score -2.312539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 192421 members 
Entering Unmasked Estep 
Score: -23125374.000000 Penalty: 6052.057129
	Iteration 65Q: 3 clusters Score -2.312537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 192435 members 
Entering Unmasked Estep 
Score: -23125394.000000 Penalty: 6052.057129
	Iteration 66Q: 3 clusters Score -2.312539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 192444 members 
Entering Unmasked Estep 
Score: -23125368.000000 Penalty: 6052.057129
	Iteration 67Q: 3 clusters Score -2.312537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 192452 members 
Entering Unmasked Estep 
Score: -23125390.000000 Penalty: 6052.057129
	Iteration 68Q: 3 clusters Score -2.312539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 192462 members 
Entering Unmasked Estep 
Score: -23125376.000000 Penalty: 6052.057129
	Iteration 69Q: 3 clusters Score -2.312538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 192473 members 
Entering Unmasked Estep 
Score: -23125408.000000 Penalty: 6052.057129
	Iteration 70Q: 3 clusters Score -2.312541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 192487 members 
Entering Unmasked Estep 
Score: -23125394.000000 Penalty: 6052.057129
	Iteration 71Q: 3 clusters Score -2.312539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 192504 members 
Entering Unmasked Estep 
Score: -23125390.000000 Penalty: 6052.057129
	Iteration 72Q: 3 clusters Score -2.312539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -23125374.000000 Penalty: 6052.057129
	Iteration 73Q: 3 clusters Score -2.312537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 192516 members 
Entering Unmasked Estep 
Score: -23125384.000000 Penalty: 6052.057129
	Iteration 74Q: 3 clusters Score -2.312538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 192525 members 
Entering Unmasked Estep 
Score: -23125380.000000 Penalty: 6052.057129
	Iteration 75Q: 3 clusters Score -2.312538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 192535 members 
Entering Unmasked Estep 
Score: -23125374.000000 Penalty: 6052.057129
	Iteration 76Q: 3 clusters Score -2.312537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 192543 members 
Entering Unmasked Estep 
Score: -23125374.000000 Penalty: 6052.057129
	Iteration 77Q: 3 clusters Score -2.312537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 192547 members 
Entering Unmasked Estep 
Score: -23125380.000000 Penalty: 6052.057129
	Iteration 78Q: 3 clusters Score -2.312538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 192553 members 
Entering Unmasked Estep 
Score: -23125392.000000 Penalty: 6052.057129
	Iteration 79Q: 3 clusters Score -2.312539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 192556 members 
Entering Unmasked Estep 
Score: -23125394.000000 Penalty: 6052.057129
	Iteration 80F: 3 clusters Score -2.312539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 192558 members 
Entering Unmasked Estep 
Score: -23125388.000000 Penalty: 6052.057129
	Iteration 81Q: 3 clusters Score -2.312539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 192558 members 
Entering Unmasked Estep 
Score: -23125388.000000 Penalty: 6052.057129
	Iteration 82F: 3 clusters Score -2.312539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Entering Unmasked Estep 
Score: -1580540.875000 Penalty: 2386.941895
	Iteration 0F: 2 clusters Score -1580541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1569594.375000 Penalty: 4773.883789
	Iteration 0F: 3 clusters Score -1569594 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1573630.375000 Penalty: 4773.883789
	Iteration 1F: 3 clusters Score -1573630 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1574668.125000 Penalty: 4773.883789
	Iteration 2F: 3 clusters Score -1574668 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1575618.625000 Penalty: 4773.883789
	Iteration 3F: 3 clusters Score -1575619 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1576349.750000 Penalty: 4773.883789
	Iteration 4F: 3 clusters Score -1576350 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1576845.750000 Penalty: 4773.883789
	Iteration 5F: 3 clusters Score -1576846 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1577112.625000 Penalty: 4773.883789
	Iteration 6Q: 3 clusters Score -1577113 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1577269.125000 Penalty: 4773.883789
	Iteration 7Q: 3 clusters Score -1577269 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1577376.375000 Penalty: 4773.883789
	Iteration 8Q: 3 clusters Score -1577376 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1577460.125000 Penalty: 4773.883789
	Iteration 9Q: 3 clusters Score -1577460 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1577530.875000 Penalty: 4773.883789
	Iteration 10Q: 3 clusters Score -1577531 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1577579.375000 Penalty: 4773.883789
	Iteration 11Q: 3 clusters Score -1577579 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1577619.750000 Penalty: 4773.883789
	Iteration 12Q: 3 clusters Score -1577620 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1577655.625000 Penalty: 4773.883789
	Iteration 13Q: 3 clusters Score -1577656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1577701.875000 Penalty: 4773.883789
	Iteration 14Q: 3 clusters Score -1577702 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1577731.375000 Penalty: 4773.883789
	Iteration 15Q: 3 clusters Score -1577731 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1577765.375000 Penalty: 4773.883789
	Iteration 16Q: 3 clusters Score -1577765 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1577808.750000 Penalty: 4773.883789
	Iteration 17Q: 3 clusters Score -1577809 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1577853.000000 Penalty: 4773.883789
	Iteration 18Q: 3 clusters Score -1577853 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1577898.625000 Penalty: 4773.883789
	Iteration 19Q: 3 clusters Score -1577899 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1577944.875000 Penalty: 4773.883789
	Iteration 20F: 3 clusters Score -1577945 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1577989.875000 Penalty: 4773.883789
	Iteration 21Q: 3 clusters Score -1577990 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1578041.500000 Penalty: 4773.883789
	Iteration 22Q: 3 clusters Score -1578042 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1578079.250000 Penalty: 4773.883789
	Iteration 23Q: 3 clusters Score -1578079 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1578129.250000 Penalty: 4773.883789
	Iteration 24Q: 3 clusters Score -1578129 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1578177.750000 Penalty: 4773.883789
	Iteration 25Q: 3 clusters Score -1578178 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1578215.375000 Penalty: 4773.883789
	Iteration 26Q: 3 clusters Score -1578215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1578268.125000 Penalty: 4773.883789
	Iteration 27Q: 3 clusters Score -1578268 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1578321.625000 Penalty: 4773.883789
	Iteration 28Q: 3 clusters Score -1578322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1578382.375000 Penalty: 4773.883789
	Iteration 29Q: 3 clusters Score -1578382 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1578440.250000 Penalty: 4773.883789
	Iteration 30Q: 3 clusters Score -1578440 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1578497.875000 Penalty: 4773.883789
	Iteration 31Q: 3 clusters Score -1578498 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1578572.875000 Penalty: 4773.883789
	Iteration 32Q: 3 clusters Score -1578573 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1578657.625000 Penalty: 4773.883789
	Iteration 33Q: 3 clusters Score -1578658 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1578755.625000 Penalty: 4773.883789
	Iteration 34Q: 3 clusters Score -1578756 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1578861.750000 Penalty: 4773.883789
	Iteration 35Q: 3 clusters Score -1578862 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1578968.750000 Penalty: 4773.883789
	Iteration 36Q: 3 clusters Score -1578969 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1579056.000000 Penalty: 4773.883789
	Iteration 37Q: 3 clusters Score -1579056 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1579114.250000 Penalty: 4773.883789
	Iteration 38Q: 3 clusters Score -1579114 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1579163.250000 Penalty: 4773.883789
	Iteration 39Q: 3 clusters Score -1579163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1579200.875000 Penalty: 4773.883789
	Iteration 40F: 3 clusters Score -1579201 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1579237.250000 Penalty: 4773.883789
	Iteration 41Q: 3 clusters Score -1579237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1579253.250000 Penalty: 4773.883789
	Iteration 42Q: 3 clusters Score -1579253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1579272.125000 Penalty: 4773.883789
	Iteration 43Q: 3 clusters Score -1579272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1579282.250000 Penalty: 4773.883789
	Iteration 44Q: 3 clusters Score -1579282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1579288.000000 Penalty: 4773.883789
	Iteration 45Q: 3 clusters Score -1579288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1579299.375000 Penalty: 4773.883789
	Iteration 46Q: 3 clusters Score -1579299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1579314.750000 Penalty: 4773.883789
	Iteration 47Q: 3 clusters Score -1579315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1579326.000000 Penalty: 4773.883789
	Iteration 48Q: 3 clusters Score -1579326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1579336.125000 Penalty: 4773.883789
	Iteration 49Q: 3 clusters Score -1579336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1579346.375000 Penalty: 4773.883789
	Iteration 50Q: 3 clusters Score -1579346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1579359.750000 Penalty: 4773.883789
	Iteration 51Q: 3 clusters Score -1579360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1579370.625000 Penalty: 4773.883789
	Iteration 52Q: 3 clusters Score -1579371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1579380.500000 Penalty: 4773.883789
	Iteration 53Q: 3 clusters Score -1579380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1579388.750000 Penalty: 4773.883789
	Iteration 54Q: 3 clusters Score -1579389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1579394.125000 Penalty: 4773.883789
	Iteration 55Q: 3 clusters Score -1579394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1579398.625000 Penalty: 4773.883789
	Iteration 56Q: 3 clusters Score -1579399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1579399.875000 Penalty: 4773.883789
	Iteration 57Q: 3 clusters Score -1579400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1579400.250000 Penalty: 4773.883789
	Iteration 58Q: 3 clusters Score -1579400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1579406.000000 Penalty: 4773.883789
	Iteration 59Q: 3 clusters Score -1579406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1579408.500000 Penalty: 4773.883789
	Iteration 60F: 3 clusters Score -1579408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1579413.375000 Penalty: 4773.883789
	Iteration 61Q: 3 clusters Score -1579413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1579420.375000 Penalty: 4773.883789
	Iteration 62Q: 3 clusters Score -1579420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1579425.500000 Penalty: 4773.883789
	Iteration 63Q: 3 clusters Score -1579426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1579425.250000 Penalty: 4773.883789
	Iteration 64Q: 3 clusters Score -1579425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1579428.125000 Penalty: 4773.883789
	Iteration 65Q: 3 clusters Score -1579428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1579432.375000 Penalty: 4773.883789
	Iteration 66Q: 3 clusters Score -1579432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1579432.875000 Penalty: 4773.883789
	Iteration 67Q: 3 clusters Score -1579433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1579431.375000 Penalty: 4773.883789
	Iteration 68Q: 3 clusters Score -1579431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1579431.125000 Penalty: 4773.883789
	Iteration 69Q: 3 clusters Score -1579431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1579428.875000 Penalty: 4773.883789
	Iteration 70Q: 3 clusters Score -1579429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1579431.375000 Penalty: 4773.883789
	Iteration 71Q: 3 clusters Score -1579431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1579429.625000 Penalty: 4773.883789
	Iteration 72Q: 3 clusters Score -1579430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1579430.125000 Penalty: 4773.883789
	Iteration 73Q: 3 clusters Score -1579430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1579433.250000 Penalty: 4773.883789
	Iteration 74Q: 3 clusters Score -1579433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1579431.000000 Penalty: 4773.883789
	Iteration 75Q: 3 clusters Score -1579431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1579431.875000 Penalty: 4773.883789
	Iteration 76Q: 3 clusters Score -1579432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1579432.625000 Penalty: 4773.883789
	Iteration 77Q: 3 clusters Score -1579433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1579437.500000 Penalty: 4773.883789
	Iteration 78Q: 3 clusters Score -1579438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1579437.125000 Penalty: 4773.883789
	Iteration 79Q: 3 clusters Score -1579437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1579435.625000 Penalty: 4773.883789
	Iteration 80F: 3 clusters Score -1579436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Entering Unmasked Estep 
Score: -8959648.000000 Penalty: 2795.373779
	Iteration 0F: 2 clusters Score -8959648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -8907116.000000 Penalty: 5590.747559
	Iteration 0F: 3 clusters Score -8907116 nChanged 36680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -8928559.000000 Penalty: 5590.747559
	Iteration 1F: 3 clusters Score -8928559 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8929965.000000 Penalty: 5590.747559
	Iteration 2Q: 3 clusters Score -8929965 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -8932007.000000 Penalty: 5590.747559
	Iteration 3Q: 3 clusters Score -8932007 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -8935178.000000 Penalty: 5590.747559
	Iteration 4F: 3 clusters Score -8935178 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -8939702.000000 Penalty: 5590.747559
	Iteration 5F: 3 clusters Score -8939702 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -8944998.000000 Penalty: 5590.747559
	Iteration 6F: 3 clusters Score -8944998 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -8949554.000000 Penalty: 5590.747559
	Iteration 7F: 3 clusters Score -8949554 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -8951984.000000 Penalty: 5590.747559
	Iteration 8F: 3 clusters Score -8951984 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -8953264.000000 Penalty: 5590.747559
	Iteration 9Q: 3 clusters Score -8953264 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -8953893.000000 Penalty: 5590.747559
	Iteration 10Q: 3 clusters Score -8953893 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -8954409.000000 Penalty: 5590.747559
	Iteration 11Q: 3 clusters Score -8954409 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -8954900.000000 Penalty: 5590.747559
	Iteration 12Q: 3 clusters Score -8954900 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -8955350.000000 Penalty: 5590.747559
	Iteration 13Q: 3 clusters Score -8955350 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -8955731.000000 Penalty: 5590.747559
	Iteration 14Q: 3 clusters Score -8955731 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -8956179.000000 Penalty: 5590.747559
	Iteration 15Q: 3 clusters Score -8956179 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -8956610.000000 Penalty: 5590.747559
	Iteration 16Q: 3 clusters Score -8956610 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -8957176.000000 Penalty: 5590.747559
	Iteration 17Q: 3 clusters Score -8957176 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -8957615.000000 Penalty: 5590.747559
	Iteration 18Q: 3 clusters Score -8957615 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8957945.000000 Penalty: 5590.747559
	Iteration 19Q: 3 clusters Score -8957945 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8958220.000000 Penalty: 5590.747559
	Iteration 20F: 3 clusters Score -8958220 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8958391.000000 Penalty: 5590.747559
	Iteration 21Q: 3 clusters Score -8958391 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -8958470.000000 Penalty: 5590.747559
	Iteration 22Q: 3 clusters Score -8958470 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -8958535.000000 Penalty: 5590.747559
	Iteration 23Q: 3 clusters Score -8958535 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8958559.000000 Penalty: 5590.747559
	Iteration 24Q: 3 clusters Score -8958559 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -8958595.000000 Penalty: 5590.747559
	Iteration 25Q: 3 clusters Score -8958595 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8958645.000000 Penalty: 5590.747559
	Iteration 26Q: 3 clusters Score -8958645 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8958685.000000 Penalty: 5590.747559
	Iteration 27Q: 3 clusters Score -8958685 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8958706.000000 Penalty: 5590.747559
	Iteration 28Q: 3 clusters Score -8958706 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8958770 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8958818 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8958835 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8958845 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8958856 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8958872 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8958905 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8958939 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8958931 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8958926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8958971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8958962 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8958975 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8958966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8958975 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8958975 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8958967 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8958962 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8958956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8958966 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8958970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8958954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8958978 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8958974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8958982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8958980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8958984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8958996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8959006 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8959005 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8958998 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8958999 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8958997 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8959007 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8959022 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8959006 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8959011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8959007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -8959012.000000 Penalty: 5590.747559
	Iteration 67Q: 3 clusters Score -8959012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -8959023.000000 Penalty: 5590.747559
	Iteration 68Q: 3 clusters Score -8959023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8959017.000000 Penalty: 5590.747559
	Iteration 69Q: 3 clusters Score -8959017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8959019.000000 Penalty: 5590.747559
	Iteration 70Q: 3 clusters Score -8959019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8959022.000000 Penalty: 5590.747559
	Iteration 71Q: 3 clusters Score -8959022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8959017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8959020 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8959017 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8959031 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8959021 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8959017 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8959029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8959015 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -8959003.000000 Penalty: 5590.747559
	Iteration 80F: 3 clusters Score -8959003 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8959013 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -8959004.000000 Penalty: 5590.747559
	Iteration 82Q: 3 clusters Score -8959004 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8959010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8959007 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8959003 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8959013 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8959015 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8959016 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8959013 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8959015 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8959031 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8959029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8959026 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8959035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8959028.000000 Penalty: 5590.747559
	Iteration 95Q: 3 clusters Score -8959028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8959031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8959028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8959028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8959032 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8959023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13091 members 
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	Iteration 0F: 2 clusters Score -1470606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6542 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1460970 nChanged 5564
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Mstep: Class 1 contains 6530 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1464034 nChanged 826
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1464418 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1464732 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1465022 nChanged 588
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1465280 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1465527 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1465774.750000 Penalty: 4701.921387
	Iteration 7Q: 3 clusters Score -1465775 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1466011 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1466275 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1466546 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1466798 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1467054.375000 Penalty: 4701.921387
	Iteration 12Q: 3 clusters Score -1467054 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1467293.875000 Penalty: 4701.921387
	Iteration 13Q: 3 clusters Score -1467294 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1467493.875000 Penalty: 4701.921387
	Iteration 14Q: 3 clusters Score -1467494 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1467660.500000 Penalty: 4701.921387
	Iteration 15Q: 3 clusters Score -1467660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1467820.375000 Penalty: 4701.921387
	Iteration 16Q: 3 clusters Score -1467820 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1467983.750000 Penalty: 4701.921387
	Iteration 17Q: 3 clusters Score -1467984 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1468141.000000 Penalty: 4701.921387
	Iteration 18Q: 3 clusters Score -1468141 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1468261.000000 Penalty: 4701.921387
	Iteration 19Q: 3 clusters Score -1468261 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1468354.625000 Penalty: 4701.921387
	Iteration 20F: 3 clusters Score -1468355 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1468415.250000 Penalty: 4701.921387
	Iteration 21Q: 3 clusters Score -1468415 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1468466.750000 Penalty: 4701.921387
	Iteration 22Q: 3 clusters Score -1468467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1468499.750000 Penalty: 4701.921387
	Iteration 23Q: 3 clusters Score -1468500 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1468526.500000 Penalty: 4701.921387
	Iteration 24Q: 3 clusters Score -1468526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1468539.125000 Penalty: 4701.921387
	Iteration 25Q: 3 clusters Score -1468539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1468555.500000 Penalty: 4701.921387
	Iteration 26Q: 3 clusters Score -1468556 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1468570.000000 Penalty: 4701.921387
	Iteration 27Q: 3 clusters Score -1468570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1468586.250000 Penalty: 4701.921387
	Iteration 28Q: 3 clusters Score -1468586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1468598.250000 Penalty: 4701.921387
	Iteration 29Q: 3 clusters Score -1468598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1468607.500000 Penalty: 4701.921387
	Iteration 30Q: 3 clusters Score -1468608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1468620.000000 Penalty: 4701.921387
	Iteration 31Q: 3 clusters Score -1468620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1468631.000000 Penalty: 4701.921387
	Iteration 32Q: 3 clusters Score -1468631 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1468644.000000 Penalty: 4701.921387
	Iteration 33Q: 3 clusters Score -1468644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1468651.250000 Penalty: 4701.921387
	Iteration 34Q: 3 clusters Score -1468651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1468660.500000 Penalty: 4701.921387
	Iteration 35Q: 3 clusters Score -1468660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1468668.375000 Penalty: 4701.921387
	Iteration 36Q: 3 clusters Score -1468668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1468673.375000 Penalty: 4701.921387
	Iteration 37Q: 3 clusters Score -1468673 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1468686.625000 Penalty: 4701.921387
	Iteration 38Q: 3 clusters Score -1468687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1468695.000000 Penalty: 4701.921387
	Iteration 39Q: 3 clusters Score -1468695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1468704.625000 Penalty: 4701.921387
	Iteration 40F: 3 clusters Score -1468705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1468709.625000 Penalty: 4701.921387
	Iteration 41Q: 3 clusters Score -1468710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1468716.375000 Penalty: 4701.921387
	Iteration 42Q: 3 clusters Score -1468716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1468725.000000 Penalty: 4701.921387
	Iteration 43Q: 3 clusters Score -1468725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1468727.250000 Penalty: 4701.921387
	Iteration 44Q: 3 clusters Score -1468727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1468737.875000 Penalty: 4701.921387
	Iteration 45Q: 3 clusters Score -1468738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1468744.625000 Penalty: 4701.921387
	Iteration 46Q: 3 clusters Score -1468745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1468748.375000 Penalty: 4701.921387
	Iteration 47Q: 3 clusters Score -1468748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1468750.750000 Penalty: 4701.921387
	Iteration 48Q: 3 clusters Score -1468751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1468758.125000 Penalty: 4701.921387
	Iteration 49Q: 3 clusters Score -1468758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1468762.125000 Penalty: 4701.921387
	Iteration 50Q: 3 clusters Score -1468762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1468763.250000 Penalty: 4701.921387
	Iteration 51Q: 3 clusters Score -1468763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1468776.625000 Penalty: 4701.921387
	Iteration 52Q: 3 clusters Score -1468777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1468795.250000 Penalty: 4701.921387
	Iteration 53Q: 3 clusters Score -1468795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1468814.375000 Penalty: 4701.921387
	Iteration 54Q: 3 clusters Score -1468814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1468840.750000 Penalty: 4701.921387
	Iteration 55Q: 3 clusters Score -1468841 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1468870.750000 Penalty: 4701.921387
	Iteration 56Q: 3 clusters Score -1468871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1468911.625000 Penalty: 4701.921387
	Iteration 57Q: 3 clusters Score -1468912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1468952.625000 Penalty: 4701.921387
	Iteration 58Q: 3 clusters Score -1468953 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1468998.750000 Penalty: 4701.921387
	Iteration 59Q: 3 clusters Score -1468999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1469065.000000 Penalty: 4701.921387
	Iteration 60F: 3 clusters Score -1469065 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1469133.625000 Penalty: 4701.921387
	Iteration 61Q: 3 clusters Score -1469134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1469196.250000 Penalty: 4701.921387
	Iteration 62Q: 3 clusters Score -1469196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1469252.000000 Penalty: 4701.921387
	Iteration 63Q: 3 clusters Score -1469252 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1469321.875000 Penalty: 4701.921387
	Iteration 64Q: 3 clusters Score -1469322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1469362.375000 Penalty: 4701.921387
	Iteration 65Q: 3 clusters Score -1469362 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1469392.500000 Penalty: 4701.921387
	Iteration 66Q: 3 clusters Score -1469392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1469414.500000 Penalty: 4701.921387
	Iteration 67Q: 3 clusters Score -1469414 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1469434.625000 Penalty: 4701.921387
	Iteration 68Q: 3 clusters Score -1469435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1469448.250000 Penalty: 4701.921387
	Iteration 69Q: 3 clusters Score -1469448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1469466.750000 Penalty: 4701.921387
	Iteration 70Q: 3 clusters Score -1469467 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1469475.250000 Penalty: 4701.921387
	Iteration 71Q: 3 clusters Score -1469475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1469483.125000 Penalty: 4701.921387
	Iteration 72Q: 3 clusters Score -1469483 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1469494.000000 Penalty: 4701.921387
	Iteration 73Q: 3 clusters Score -1469494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1469501.500000 Penalty: 4701.921387
	Iteration 74Q: 3 clusters Score -1469502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1469508.750000 Penalty: 4701.921387
	Iteration 75Q: 3 clusters Score -1469509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1469513.000000 Penalty: 4701.921387
	Iteration 76Q: 3 clusters Score -1469513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1469513.375000 Penalty: 4701.921387
	Iteration 77Q: 3 clusters Score -1469513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1469518.250000 Penalty: 4701.921387
	Iteration 78Q: 3 clusters Score -1469518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1469514.500000 Penalty: 4701.921387
	Iteration 79Q: 3 clusters Score -1469514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1469516.625000 Penalty: 4701.921387
	Iteration 80F: 3 clusters Score -1469517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1469522.875000 Penalty: 4701.921387
	Iteration 81Q: 3 clusters Score -1469523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1469525.625000 Penalty: 4701.921387
	Iteration 82Q: 3 clusters Score -1469526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1469527.250000 Penalty: 4701.921387
	Iteration 83Q: 3 clusters Score -1469527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1469525.750000 Penalty: 4701.921387
	Iteration 84Q: 3 clusters Score -1469526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1469526.500000 Penalty: 4701.921387
	Iteration 85Q: 3 clusters Score -1469526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1469526.875000 Penalty: 4701.921387
	Iteration 86Q: 3 clusters Score -1469527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1469532.500000 Penalty: 4701.921387
	Iteration 87Q: 3 clusters Score -1469532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1469533.250000 Penalty: 4701.921387
	Iteration 88Q: 3 clusters Score -1469533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1469533.250000 Penalty: 4701.921387
	Iteration 89Q: 3 clusters Score -1469533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1469534.000000 Penalty: 4701.921387
	Iteration 90Q: 3 clusters Score -1469534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1469534.250000 Penalty: 4701.921387
	Iteration 91Q: 3 clusters Score -1469534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1469534.000000 Penalty: 4701.921387
	Iteration 92Q: 3 clusters Score -1469534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1469535.625000 Penalty: 4701.921387
	Iteration 93Q: 3 clusters Score -1469536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1469538.125000 Penalty: 4701.921387
	Iteration 94Q: 3 clusters Score -1469538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1469535.375000 Penalty: 4701.921387
	Iteration 95Q: 3 clusters Score -1469535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1469536.500000 Penalty: 4701.921387
	Iteration 96Q: 3 clusters Score -1469536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1469538.375000 Penalty: 4701.921387
	Iteration 97Q: 3 clusters Score -1469538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1469538.250000 Penalty: 4701.921387
	Iteration 98Q: 3 clusters Score -1469538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1469535.500000 Penalty: 4701.921387
	Iteration 99Q: 3 clusters Score -1469536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1469536.125000 Penalty: 4701.921387
	Iteration 100F: 3 clusters Score -1469536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1469533.750000 Penalty: 4701.921387
	Iteration 101Q: 3 clusters Score -1469534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1469535.250000 Penalty: 4701.921387
	Iteration 102Q: 3 clusters Score -1469535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1469535.250000 Penalty: 4701.921387
	Iteration 103F: 3 clusters Score -1469535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -806763.937500 Penalty: 2205.674072
	Iteration 0F: 2 clusters Score -806763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -800807.875000 Penalty: 4411.348145
	Iteration 0F: 3 clusters Score -800807.9 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -802351.812500 Penalty: 4411.348145
	Iteration 1F: 3 clusters Score -802351.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -802665.437500 Penalty: 4411.348145
	Iteration 2F: 3 clusters Score -802665.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -802899.000000 Penalty: 4411.348145
	Iteration 3F: 3 clusters Score -802899 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -803100.500000 Penalty: 4411.348145
	Iteration 4Q: 3 clusters Score -803100.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -803259.875000 Penalty: 4411.348145
	Iteration 5Q: 3 clusters Score -803259.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -803415.187500 Penalty: 4411.348145
	Iteration 6Q: 3 clusters Score -803415.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -803558.500000 Penalty: 4411.348145
	Iteration 7Q: 3 clusters Score -803558.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -803699.937500 Penalty: 4411.348145
	Iteration 8Q: 3 clusters Score -803699.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -803826.625000 Penalty: 4411.348145
	Iteration 9Q: 3 clusters Score -803826.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -803951.750000 Penalty: 4411.348145
	Iteration 10Q: 3 clusters Score -803951.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -804079.562500 Penalty: 4411.348145
	Iteration 11Q: 3 clusters Score -804079.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -804181.812500 Penalty: 4411.348145
	Iteration 12Q: 3 clusters Score -804181.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -804270.125000 Penalty: 4411.348145
	Iteration 13Q: 3 clusters Score -804270.1 nChanged 155
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: -804356.062500 Penalty: 4411.348145
	Iteration 14Q: 3 clusters Score -804356.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -804424.000000 Penalty: 4411.348145
	Iteration 15Q: 3 clusters Score -804424 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -804489.375000 Penalty: 4411.348145
	Iteration 16Q: 3 clusters Score -804489.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -804553.312500 Penalty: 4411.348145
	Iteration 17Q: 3 clusters Score -804553.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -804600.125000 Penalty: 4411.348145
	Iteration 18Q: 3 clusters Score -804600.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -804631.687500 Penalty: 4411.348145
	Iteration 19Q: 3 clusters Score -804631.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -804663.937500 Penalty: 4411.348145
	Iteration 20F: 3 clusters Score -804663.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -804705.562500 Penalty: 4411.348145
	Iteration 21Q: 3 clusters Score -804705.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -804754.000000 Penalty: 4411.348145
	Iteration 22Q: 3 clusters Score -804754 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -804798.000000 Penalty: 4411.348145
	Iteration 23Q: 3 clusters Score -804798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -804844.812500 Penalty: 4411.348145
	Iteration 24Q: 3 clusters Score -804844.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -804899.812500 Penalty: 4411.348145
	Iteration 25Q: 3 clusters Score -804899.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -804972.500000 Penalty: 4411.348145
	Iteration 26Q: 3 clusters Score -804972.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -805060.812500 Penalty: 4411.348145
	Iteration 27Q: 3 clusters Score -805060.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -805138.125000 Penalty: 4411.348145
	Iteration 28Q: 3 clusters Score -805138.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -805182.937500 Penalty: 4411.348145
	Iteration 29Q: 3 clusters Score -805182.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -805212.312500 Penalty: 4411.348145
	Iteration 30Q: 3 clusters Score -805212.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -805224.812500 Penalty: 4411.348145
	Iteration 31Q: 3 clusters Score -805224.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -805235.937500 Penalty: 4411.348145
	Iteration 32Q: 3 clusters Score -805235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -805248.312500 Penalty: 4411.348145
	Iteration 33Q: 3 clusters Score -805248.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -805253.062500 Penalty: 4411.348145
	Iteration 34Q: 3 clusters Score -805253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -805253.187500 Penalty: 4411.348145
	Iteration 35Q: 3 clusters Score -805253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -805256.062500 Penalty: 4411.348145
	Iteration 36Q: 3 clusters Score -805256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -805255.875000 Penalty: 4411.348145
	Iteration 37Q: 3 clusters Score -805255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -805258.437500 Penalty: 4411.348145
	Iteration 38Q: 3 clusters Score -805258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -805261.062500 Penalty: 4411.348145
	Iteration 39Q: 3 clusters Score -805261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -805260.937500 Penalty: 4411.348145
	Iteration 40F: 3 clusters Score -805260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -805262.875000 Penalty: 4411.348145
	Iteration 41Q: 3 clusters Score -805262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -805263.062500 Penalty: 4411.348145
	Iteration 42Q: 3 clusters Score -805263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -805263.062500 Penalty: 4411.348145
	Iteration 43Q: 3 clusters Score -805263.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -805263.062500 Penalty: 4411.348145
	Iteration 44F: 3 clusters Score -805263.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (216596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216596 members 
Entering Unmasked Estep 
Score: -25395088.000000 Penalty: 3046.875732
	Iteration 0F: 2 clusters Score -2.539509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 108200 members 
Entering Unmasked Estep 
Score: -25258848.000000 Penalty: 6093.751465
	Iteration 0F: 3 clusters Score -2.525885e+07 nChanged 104271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109379 members 
Mstep: Class 2 contains 107217 members 
Entering Unmasked Estep 
Score: -25319424.000000 Penalty: 6093.751465
	Iteration 1F: 3 clusters Score -2.531942e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -25320288.000000 Penalty: 6093.751465
	Iteration 2Q: 3 clusters Score -2.532029e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110975 members 
Mstep: Class 2 contains 105621 members 
Entering Unmasked Estep 
Score: -25321218.000000 Penalty: 6093.751465
	Iteration 3Q: 3 clusters Score -2.532122e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112746 members 
Mstep: Class 2 contains 103850 members 
Entering Unmasked Estep 
Score: -25322226.000000 Penalty: 6093.751465
	Iteration 4Q: 3 clusters Score -2.532223e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115744 members 
Mstep: Class 2 contains 100852 members 
Entering Unmasked Estep 
Score: -25323660.000000 Penalty: 6093.751465
	Iteration 5Q: 3 clusters Score -2.532366e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120535 members 
Mstep: Class 2 contains 96061 members 
Entering Unmasked Estep 
Score: -25325280.000000 Penalty: 6093.751465
	Iteration 6Q: 3 clusters Score -2.532528e+07 nChanged 8785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -25328594.000000 Penalty: 6093.751465
	Iteration 7Q: 3 clusters Score -2.532859e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138877 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -25334912.000000 Penalty: 6093.751465
	Iteration 8F: 3 clusters Score -2.533491e+07 nChanged 15759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154070 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -25345350.000000 Penalty: 6093.751465
	Iteration 9F: 3 clusters Score -2.534535e+07 nChanged 18511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172219 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -25359048.000000 Penalty: 6093.751465
	Iteration 10F: 3 clusters Score -2.535905e+07 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189085 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -25370906.000000 Penalty: 6093.751465
	Iteration 11F: 3 clusters Score -2.537091e+07 nChanged 12356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201359 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -25380126.000000 Penalty: 6093.751465
	Iteration 12F: 3 clusters Score -2.538013e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209012 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -25386042.000000 Penalty: 6093.751465
	Iteration 13Q: 3 clusters Score -2.538604e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212994 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -25389390.000000 Penalty: 6093.751465
	Iteration 14Q: 3 clusters Score -2.538939e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214788 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -25391086.000000 Penalty: 6093.751465
	Iteration 15Q: 3 clusters Score -2.539109e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215532 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -25391774.000000 Penalty: 6093.751465
	Iteration 16Q: 3 clusters Score -2.539177e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215843 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -25392072.000000 Penalty: 6093.751465
	Iteration 17Q: 3 clusters Score -2.539207e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215980 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -25392204.000000 Penalty: 6093.751465
	Iteration 18Q: 3 clusters Score -2.53922e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216053 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -25392272.000000 Penalty: 6093.751465
	Iteration 19Q: 3 clusters Score -2.539227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216093 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -25392302.000000 Penalty: 6093.751465
	Iteration 20F: 3 clusters Score -2.53923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216107 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -25392360.000000 Penalty: 6093.751465
	Iteration 21Q: 3 clusters Score -2.539236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216117 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -25392344.000000 Penalty: 6093.751465
	Iteration 22Q: 3 clusters Score -2.539234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216128 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -25392366.000000 Penalty: 6093.751465
	Iteration 23Q: 3 clusters Score -2.539237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216138 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -25392380.000000 Penalty: 6093.751465
	Iteration 24Q: 3 clusters Score -2.539238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216153 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25392382.000000 Penalty: 6093.751465
	Iteration 25Q: 3 clusters Score -2.539238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216170 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -25392408.000000 Penalty: 6093.751465
	Iteration 26Q: 3 clusters Score -2.539241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216174 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -25392404.000000 Penalty: 6093.751465
	Iteration 27Q: 3 clusters Score -2.53924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216178 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25392412.000000 Penalty: 6093.751465
	Iteration 28Q: 3 clusters Score -2.539241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216180 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -25392404.000000 Penalty: 6093.751465
	Iteration 29Q: 3 clusters Score -2.53924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216179 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -25392394.000000 Penalty: 6093.751465
	Iteration 30Q: 3 clusters Score -2.539239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216178 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25392388.000000 Penalty: 6093.751465
	Iteration 31Q: 3 clusters Score -2.539239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216177 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -25392378.000000 Penalty: 6093.751465
	Iteration 32Q: 3 clusters Score -2.539238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216175 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -25392388.000000 Penalty: 6093.751465
	Iteration 33Q: 3 clusters Score -2.539239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216174 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -25392392.000000 Penalty: 6093.751465
	Iteration 34Q: 3 clusters Score -2.539239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216174 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -25392392.000000 Penalty: 6093.751465
	Iteration 35F: 3 clusters Score -2.539239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (171975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171975 members 
Entering Unmasked Estep 
Score: -19873444.000000 Penalty: 2989.665771
	Iteration 0F: 2 clusters Score -1.987344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86310 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -19759048.000000 Penalty: 5979.331543
	Iteration 0F: 3 clusters Score -1.975905e+07 nChanged 82349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -19807502.000000 Penalty: 5979.331543
	Iteration 1F: 3 clusters Score -1.98075e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95001 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -19809794.000000 Penalty: 5979.331543
	Iteration 2Q: 3 clusters Score -1.980979e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -19813758.000000 Penalty: 5979.331543
	Iteration 3Q: 3 clusters Score -1.981376e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -19819952.000000 Penalty: 5979.331543
	Iteration 4F: 3 clusters Score -1.981995e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119017 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -19828012.000000 Penalty: 5979.331543
	Iteration 5F: 3 clusters Score -1.982801e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130368 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -19837190.000000 Penalty: 5979.331543
	Iteration 6F: 3 clusters Score -1.983719e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -19846610.000000 Penalty: 5979.331543
	Iteration 7F: 3 clusters Score -1.984661e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151621 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -19854676.000000 Penalty: 5979.331543
	Iteration 8F: 3 clusters Score -1.985468e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -19861308.000000 Penalty: 5979.331543
	Iteration 9Q: 3 clusters Score -1.986131e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -19865886.000000 Penalty: 5979.331543
	Iteration 10Q: 3 clusters Score -1.986589e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168282 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -19868334.000000 Penalty: 5979.331543
	Iteration 11Q: 3 clusters Score -1.986833e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169915 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -19869576.000000 Penalty: 5979.331543
	Iteration 12Q: 3 clusters Score -1.986958e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170696 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19870224.000000 Penalty: 5979.331543
	Iteration 13Q: 3 clusters Score -1.987022e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171018 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -19870474.000000 Penalty: 5979.331543
	Iteration 14Q: 3 clusters Score -1.987047e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -19870612.000000 Penalty: 5979.331543
	Iteration 15Q: 3 clusters Score -1.987061e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171265 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19870714.000000 Penalty: 5979.331543
	Iteration 16Q: 3 clusters Score -1.987071e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171300 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -19870742.000000 Penalty: 5979.331543
	Iteration 17Q: 3 clusters Score -1.987074e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171323 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -19870772.000000 Penalty: 5979.331543
	Iteration 18Q: 3 clusters Score -1.987077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171334 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -19870804.000000 Penalty: 5979.331543
	Iteration 19Q: 3 clusters Score -1.98708e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171341 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19870824.000000 Penalty: 5979.331543
	Iteration 20F: 3 clusters Score -1.987082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171346 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -19870852.000000 Penalty: 5979.331543
	Iteration 21Q: 3 clusters Score -1.987085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171358 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -19870872.000000 Penalty: 5979.331543
	Iteration 22Q: 3 clusters Score -1.987087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171365 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -19870872.000000 Penalty: 5979.331543
	Iteration 23Q: 3 clusters Score -1.987087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171374 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -19870886.000000 Penalty: 5979.331543
	Iteration 24Q: 3 clusters Score -1.987089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171381 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -19870908.000000 Penalty: 5979.331543
	Iteration 25Q: 3 clusters Score -1.987091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -19870922.000000 Penalty: 5979.331543
	Iteration 26Q: 3 clusters Score -1.987092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171389 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -19870932.000000 Penalty: 5979.331543
	Iteration 27Q: 3 clusters Score -1.987093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171395 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -19870926.000000 Penalty: 5979.331543
	Iteration 28Q: 3 clusters Score -1.987093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -19870928.000000 Penalty: 5979.331543
	Iteration 29Q: 3 clusters Score -1.987093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -19870926.000000 Penalty: 5979.331543
	Iteration 30Q: 3 clusters Score -1.987093e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171400 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -19870934.000000 Penalty: 5979.331543
	Iteration 31Q: 3 clusters Score -1.987093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19870928.000000 Penalty: 5979.331543
	Iteration 32Q: 3 clusters Score -1.987093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -19870930.000000 Penalty: 5979.331543
	Iteration 33Q: 3 clusters Score -1.987093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19870922.000000 Penalty: 5979.331543
	Iteration 34Q: 3 clusters Score -1.987092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19870920.000000 Penalty: 5979.331543
	Iteration 35Q: 3 clusters Score -1.987092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171407 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -19870930.000000 Penalty: 5979.331543
	Iteration 36Q: 3 clusters Score -1.987093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -19870944.000000 Penalty: 5979.331543
	Iteration 37Q: 3 clusters Score -1.987094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -19870940.000000 Penalty: 5979.331543
	Iteration 38Q: 3 clusters Score -1.987094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19870936.000000 Penalty: 5979.331543
	Iteration 39Q: 3 clusters Score -1.987094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -19870934.000000 Penalty: 5979.331543
	Iteration 40F: 3 clusters Score -1.987093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -19870940.000000 Penalty: 5979.331543
	Iteration 41Q: 3 clusters Score -1.987094e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -19870946.000000 Penalty: 5979.331543
	Iteration 42Q: 3 clusters Score -1.987095e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19870954.000000 Penalty: 5979.331543
	Iteration 43Q: 3 clusters Score -1.987095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19870962.000000 Penalty: 5979.331543
	Iteration 44Q: 3 clusters Score -1.987096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19870968.000000 Penalty: 5979.331543
	Iteration 45Q: 3 clusters Score -1.987097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -19870962.000000 Penalty: 5979.331543
	Iteration 46Q: 3 clusters Score -1.987096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -19870968.000000 Penalty: 5979.331543
	Iteration 47Q: 3 clusters Score -1.987097e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171414 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -19870972.000000 Penalty: 5979.331543
	Iteration 48Q: 3 clusters Score -1.987097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19870970.000000 Penalty: 5979.331543
	Iteration 49Q: 3 clusters Score -1.987097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171413 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19870970.000000 Penalty: 5979.331543
	Iteration 50F: 3 clusters Score -1.987097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Entering Unmasked Estep 
Score: -3253016.750000 Penalty: 2535.887695
	Iteration 0F: 2 clusters Score -3253017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -3234227.500000 Penalty: 5071.775391
	Iteration 0F: 3 clusters Score -3234228 nChanged 12358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3240801.750000 Penalty: 5071.775391
	Iteration 1F: 3 clusters Score -3240802 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3241344.250000 Penalty: 5071.775391
	Iteration 2F: 3 clusters Score -3241344 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3241861.750000 Penalty: 5071.775391
	Iteration 3Q: 3 clusters Score -3241862 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -3242371.500000 Penalty: 5071.775391
	Iteration 4Q: 3 clusters Score -3242372 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3243046.750000 Penalty: 5071.775391
	Iteration 5Q: 3 clusters Score -3243047 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3243925.250000 Penalty: 5071.775391
	Iteration 6F: 3 clusters Score -3243925 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3245024.250000 Penalty: 5071.775391
	Iteration 7F: 3 clusters Score -3245024 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3246118.000000 Penalty: 5071.775391
	Iteration 8F: 3 clusters Score -3246118 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3246953.750000 Penalty: 5071.775391
	Iteration 9F: 3 clusters Score -3246954 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3247518.250000 Penalty: 5071.775391
	Iteration 10Q: 3 clusters Score -3247518 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3247864.000000 Penalty: 5071.775391
	Iteration 11Q: 3 clusters Score -3247864 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3248102.750000 Penalty: 5071.775391
	Iteration 12Q: 3 clusters Score -3248103 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3248290.500000 Penalty: 5071.775391
	Iteration 13Q: 3 clusters Score -3248290 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3248411.250000 Penalty: 5071.775391
	Iteration 14Q: 3 clusters Score -3248411 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3248547.500000 Penalty: 5071.775391
	Iteration 15Q: 3 clusters Score -3248548 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3248701.500000 Penalty: 5071.775391
	Iteration 16Q: 3 clusters Score -3248702 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -3248849.750000 Penalty: 5071.775391
	Iteration 17Q: 3 clusters Score -3248850 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3249001.000000 Penalty: 5071.775391
	Iteration 18Q: 3 clusters Score -3249001 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3249193.000000 Penalty: 5071.775391
	Iteration 19Q: 3 clusters Score -3249193 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -3249365.500000 Penalty: 5071.775391
	Iteration 20F: 3 clusters Score -3249366 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -3249544.750000 Penalty: 5071.775391
	Iteration 21Q: 3 clusters Score -3249545 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3249749.250000 Penalty: 5071.775391
	Iteration 22Q: 3 clusters Score -3249749 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3249952.250000 Penalty: 5071.775391
	Iteration 23Q: 3 clusters Score -3249952 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3250160.250000 Penalty: 5071.775391
	Iteration 24Q: 3 clusters Score -3250160 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3250339.750000 Penalty: 5071.775391
	Iteration 25Q: 3 clusters Score -3250340 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3250514.000000 Penalty: 5071.775391
	Iteration 26Q: 3 clusters Score -3250514 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3250678.250000 Penalty: 5071.775391
	Iteration 27Q: 3 clusters Score -3250678 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -3250822.500000 Penalty: 5071.775391
	Iteration 28Q: 3 clusters Score -3250822 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3250957.750000 Penalty: 5071.775391
	Iteration 29Q: 3 clusters Score -3250958 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3251041.750000 Penalty: 5071.775391
	Iteration 30Q: 3 clusters Score -3251042 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3251136.250000 Penalty: 5071.775391
	Iteration 31Q: 3 clusters Score -3251136 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3251218.750000 Penalty: 5071.775391
	Iteration 32Q: 3 clusters Score -3251219 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3251303.750000 Penalty: 5071.775391
	Iteration 33Q: 3 clusters Score -3251304 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3251376.500000 Penalty: 5071.775391
	Iteration 34Q: 3 clusters Score -3251376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3251447.750000 Penalty: 5071.775391
	Iteration 35Q: 3 clusters Score -3251448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3251528.750000 Penalty: 5071.775391
	Iteration 36Q: 3 clusters Score -3251529 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3251585.250000 Penalty: 5071.775391
	Iteration 37Q: 3 clusters Score -3251585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3251643.500000 Penalty: 5071.775391
	Iteration 38Q: 3 clusters Score -3251644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3251675.500000 Penalty: 5071.775391
	Iteration 39Q: 3 clusters Score -3251676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3251686.500000 Penalty: 5071.775391
	Iteration 40F: 3 clusters Score -3251686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3251702.500000 Penalty: 5071.775391
	Iteration 41Q: 3 clusters Score -3251702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3251710.750000 Penalty: 5071.775391
	Iteration 42Q: 3 clusters Score -3251711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3251721.000000 Penalty: 5071.775391
	Iteration 43Q: 3 clusters Score -3251721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3251726.000000 Penalty: 5071.775391
	Iteration 44Q: 3 clusters Score -3251726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3251739.750000 Penalty: 5071.775391
	Iteration 45Q: 3 clusters Score -3251740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3251749.500000 Penalty: 5071.775391
	Iteration 46Q: 3 clusters Score -3251750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3251754.500000 Penalty: 5071.775391
	Iteration 47Q: 3 clusters Score -3251754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3251755.000000 Penalty: 5071.775391
	Iteration 48Q: 3 clusters Score -3251755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3251758.250000 Penalty: 5071.775391
	Iteration 49Q: 3 clusters Score -3251758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3251754.500000 Penalty: 5071.775391
	Iteration 50Q: 3 clusters Score -3251754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3251761.000000 Penalty: 5071.775391
	Iteration 51Q: 3 clusters Score -3251761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3251770.250000 Penalty: 5071.775391
	Iteration 52Q: 3 clusters Score -3251770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3251769.500000 Penalty: 5071.775391
	Iteration 53Q: 3 clusters Score -3251770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3251780.750000 Penalty: 5071.775391
	Iteration 54Q: 3 clusters Score -3251781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3251775.750000 Penalty: 5071.775391
	Iteration 55Q: 3 clusters Score -3251776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3251777.250000 Penalty: 5071.775391
	Iteration 56Q: 3 clusters Score -3251777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3251779.000000 Penalty: 5071.775391
	Iteration 57Q: 3 clusters Score -3251779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3251779.250000 Penalty: 5071.775391
	Iteration 58Q: 3 clusters Score -3251779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3251779.250000 Penalty: 5071.775391
	Iteration 59Q: 3 clusters Score -3251779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3251778.750000 Penalty: 5071.775391
	Iteration 60F: 3 clusters Score -3251779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3251777.500000 Penalty: 5071.775391
	Iteration 61Q: 3 clusters Score -3251778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3251784.500000 Penalty: 5071.775391
	Iteration 62Q: 3 clusters Score -3251784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3251787.250000 Penalty: 5071.775391
	Iteration 63Q: 3 clusters Score -3251787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3251787.250000 Penalty: 5071.775391
	Iteration 64F: 3 clusters Score -3251787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41642.261719 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -41642.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40263.378906 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -40263.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40473.644531 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -40473.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40618.250000 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -40618.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40712.460938 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -40712.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40769.937500 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -40769.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40809.476562 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -40809.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40864.113281 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -40864.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40907.175781 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -40907.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40943.519531 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -40943.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40963.234375 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -40963.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40983.628906 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -40983.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40995.066406 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -40995.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40997.929688 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -40997.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40997.929688 Penalty: 3021.289795
	Iteration 13F: 3 clusters Score -40997.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Entering Unmasked Estep 
Score: -4291647.500000 Penalty: 2607.030762
	Iteration 0F: 2 clusters Score -4291648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4266801.000000 Penalty: 5214.061523
	Iteration 0F: 3 clusters Score -4266801 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4276217.500000 Penalty: 5214.061523
	Iteration 1F: 3 clusters Score -4276218 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4277156.000000 Penalty: 5214.061523
	Iteration 2F: 3 clusters Score -4277156 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4278320.000000 Penalty: 5214.061523
	Iteration 3F: 3 clusters Score -4278320 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4279715.000000 Penalty: 5214.061523
	Iteration 4F: 3 clusters Score -4279715 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -4281304.500000 Penalty: 5214.061523
	Iteration 5F: 3 clusters Score -4281304 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -4282841.500000 Penalty: 5214.061523
	Iteration 6F: 3 clusters Score -4282842 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -4284192.000000 Penalty: 5214.061523
	Iteration 7F: 3 clusters Score -4284192 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -4285313.000000 Penalty: 5214.061523
	Iteration 8F: 3 clusters Score -4285313 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4286156.000000 Penalty: 5214.061523
	Iteration 9Q: 3 clusters Score -4286156 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4286861.000000 Penalty: 5214.061523
	Iteration 10Q: 3 clusters Score -4286861 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -4287557.500000 Penalty: 5214.061523
	Iteration 11Q: 3 clusters Score -4287558 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -4288175.500000 Penalty: 5214.061523
	Iteration 12Q: 3 clusters Score -4288176 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -4288765.500000 Penalty: 5214.061523
	Iteration 13Q: 3 clusters Score -4288766 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4289281.000000 Penalty: 5214.061523
	Iteration 14Q: 3 clusters Score -4289281 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -4289798.000000 Penalty: 5214.061523
	Iteration 15Q: 3 clusters Score -4289798 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4290293.500000 Penalty: 5214.061523
	Iteration 16Q: 3 clusters Score -4290294 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4290623.000000 Penalty: 5214.061523
	Iteration 17Q: 3 clusters Score -4290623 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4290844.500000 Penalty: 5214.061523
	Iteration 18Q: 3 clusters Score -4290844 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4290971.000000 Penalty: 5214.061523
	Iteration 19Q: 3 clusters Score -4290971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4291044.500000 Penalty: 5214.061523
	Iteration 20F: 3 clusters Score -4291044 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4291087.500000 Penalty: 5214.061523
	Iteration 21Q: 3 clusters Score -4291088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4291121.500000 Penalty: 5214.061523
	Iteration 22Q: 3 clusters Score -4291122 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4291126.000000 Penalty: 5214.061523
	Iteration 23Q: 3 clusters Score -4291126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4291141.000000 Penalty: 5214.061523
	Iteration 24Q: 3 clusters Score -4291141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -4291142.000000 Penalty: 5214.061523
	Iteration 25Q: 3 clusters Score -4291142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4291138.500000 Penalty: 5214.061523
	Iteration 26Q: 3 clusters Score -4291138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4291133.500000 Penalty: 5214.061523
	Iteration 27Q: 3 clusters Score -4291134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4291133.000000 Penalty: 5214.061523
	Iteration 28Q: 3 clusters Score -4291133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4291135.500000 Penalty: 5214.061523
	Iteration 29Q: 3 clusters Score -4291136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4291135.000000 Penalty: 5214.061523
	Iteration 30Q: 3 clusters Score -4291135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4291136.500000 Penalty: 5214.061523
	Iteration 31Q: 3 clusters Score -4291136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4291134.000000 Penalty: 5214.061523
	Iteration 32Q: 3 clusters Score -4291134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4291137.000000 Penalty: 5214.061523
	Iteration 33Q: 3 clusters Score -4291137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4291139.000000 Penalty: 5214.061523
	Iteration 34Q: 3 clusters Score -4291139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4291142.000000 Penalty: 5214.061523
	Iteration 35Q: 3 clusters Score -4291142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4291142.000000 Penalty: 5214.061523
	Iteration 36F: 3 clusters Score -4291142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -809427.625000 Penalty: 2207.977539
	Iteration 0F: 2 clusters Score -809427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -803544.562500 Penalty: 4415.955078
	Iteration 0F: 3 clusters Score -803544.6 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -805145.000000 Penalty: 4415.955078
	Iteration 1F: 3 clusters Score -805145 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -805436.000000 Penalty: 4415.955078
	Iteration 2F: 3 clusters Score -805436 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -805669.812500 Penalty: 4415.955078
	Iteration 3F: 3 clusters Score -805669.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -805850.687500 Penalty: 4415.955078
	Iteration 4Q: 3 clusters Score -805850.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -806017.000000 Penalty: 4415.955078
	Iteration 5Q: 3 clusters Score -806017 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -806192.625000 Penalty: 4415.955078
	Iteration 6Q: 3 clusters Score -806192.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -806337.937500 Penalty: 4415.955078
	Iteration 7Q: 3 clusters Score -806337.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -806435.062500 Penalty: 4415.955078
	Iteration 8Q: 3 clusters Score -806435.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -806504.750000 Penalty: 4415.955078
	Iteration 9Q: 3 clusters Score -806504.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -806558.000000 Penalty: 4415.955078
	Iteration 10Q: 3 clusters Score -806558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -806611.187500 Penalty: 4415.955078
	Iteration 11Q: 3 clusters Score -806611.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -806670.125000 Penalty: 4415.955078
	Iteration 12Q: 3 clusters Score -806670.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -806745.625000 Penalty: 4415.955078
	Iteration 13Q: 3 clusters Score -806745.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -806842.812500 Penalty: 4415.955078
	Iteration 14Q: 3 clusters Score -806842.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -806960.312500 Penalty: 4415.955078
	Iteration 15Q: 3 clusters Score -806960.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -807101.312500 Penalty: 4415.955078
	Iteration 16Q: 3 clusters Score -807101.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -807254.125000 Penalty: 4415.955078
	Iteration 17Q: 3 clusters Score -807254.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -807398.875000 Penalty: 4415.955078
	Iteration 18Q: 3 clusters Score -807398.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -807531.687500 Penalty: 4415.955078
	Iteration 19Q: 3 clusters Score -807531.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -807636.125000 Penalty: 4415.955078
	Iteration 20F: 3 clusters Score -807636.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -807727.312500 Penalty: 4415.955078
	Iteration 21Q: 3 clusters Score -807727.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -807792.250000 Penalty: 4415.955078
	Iteration 22Q: 3 clusters Score -807792.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -807836.500000 Penalty: 4415.955078
	Iteration 23Q: 3 clusters Score -807836.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -807876.750000 Penalty: 4415.955078
	Iteration 24Q: 3 clusters Score -807876.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -807909.250000 Penalty: 4415.955078
	Iteration 25Q: 3 clusters Score -807909.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -807943.125000 Penalty: 4415.955078
	Iteration 26Q: 3 clusters Score -807943.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -807983.937500 Penalty: 4415.955078
	Iteration 27Q: 3 clusters Score -807983.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -808033.062500 Penalty: 4415.955078
	Iteration 28Q: 3 clusters Score -808033.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -808098.625000 Penalty: 4415.955078
	Iteration 29Q: 3 clusters Score -808098.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -808171.812500 Penalty: 4415.955078
	Iteration 30Q: 3 clusters Score -808171.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -808220.250000 Penalty: 4415.955078
	Iteration 31Q: 3 clusters Score -808220.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -808257.187500 Penalty: 4415.955078
	Iteration 32Q: 3 clusters Score -808257.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -808279.062500 Penalty: 4415.955078
	Iteration 33Q: 3 clusters Score -808279.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -808297.687500 Penalty: 4415.955078
	Iteration 34Q: 3 clusters Score -808297.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -808305.875000 Penalty: 4415.955078
	Iteration 35Q: 3 clusters Score -808305.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -808309.437500 Penalty: 4415.955078
	Iteration 36Q: 3 clusters Score -808309.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -808312.500000 Penalty: 4415.955078
	Iteration 37Q: 3 clusters Score -808312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -808314.687500 Penalty: 4415.955078
	Iteration 38Q: 3 clusters Score -808314.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -808318.437500 Penalty: 4415.955078
	Iteration 39Q: 3 clusters Score -808318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -808322.187500 Penalty: 4415.955078
	Iteration 40F: 3 clusters Score -808322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -808322.687500 Penalty: 4415.955078
	Iteration 41Q: 3 clusters Score -808322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -808324.312500 Penalty: 4415.955078
	Iteration 42Q: 3 clusters Score -808324.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -808328.062500 Penalty: 4415.955078
	Iteration 43Q: 3 clusters Score -808328.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -808326.500000 Penalty: 4415.955078
	Iteration 44Q: 3 clusters Score -808326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -808328.375000 Penalty: 4415.955078
	Iteration 45Q: 3 clusters Score -808328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -808331.437500 Penalty: 4415.955078
	Iteration 46Q: 3 clusters Score -808331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -808331.375000 Penalty: 4415.955078
	Iteration 47Q: 3 clusters Score -808331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -808334.625000 Penalty: 4415.955078
	Iteration 48Q: 3 clusters Score -808334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -808333.312500 Penalty: 4415.955078
	Iteration 49Q: 3 clusters Score -808333.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -808333.562500 Penalty: 4415.955078
	Iteration 50Q: 3 clusters Score -808333.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -808335.250000 Penalty: 4415.955078
	Iteration 51Q: 3 clusters Score -808335.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -808334.625000 Penalty: 4415.955078
	Iteration 52Q: 3 clusters Score -808334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -808334.625000 Penalty: 4415.955078
	Iteration 53Q: 3 clusters Score -808334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -808334.625000 Penalty: 4415.955078
	Iteration 54F: 3 clusters Score -808334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Entering Unmasked Estep 
Score: -1172140.000000 Penalty: 2302.630127
	Iteration 0F: 2 clusters Score -1172140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1163932.000000 Penalty: 4605.260254
	Iteration 0F: 3 clusters Score -1163932 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1166440.750000 Penalty: 4605.260254
	Iteration 1F: 3 clusters Score -1166441 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1166859.250000 Penalty: 4605.260254
	Iteration 2F: 3 clusters Score -1166859 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1167256.625000 Penalty: 4605.260254
	Iteration 3F: 3 clusters Score -1167257 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1167610.875000 Penalty: 4605.260254
	Iteration 4F: 3 clusters Score -1167611 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1167945.375000 Penalty: 4605.260254
	Iteration 5Q: 3 clusters Score -1167945 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1168274.750000 Penalty: 4605.260254
	Iteration 6Q: 3 clusters Score -1168275 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1168598.000000 Penalty: 4605.260254
	Iteration 7Q: 3 clusters Score -1168598 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1168894.875000 Penalty: 4605.260254
	Iteration 8Q: 3 clusters Score -1168895 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1169156.500000 Penalty: 4605.260254
	Iteration 9Q: 3 clusters Score -1169156 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1169389.250000 Penalty: 4605.260254
	Iteration 10Q: 3 clusters Score -1169389 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1169600.250000 Penalty: 4605.260254
	Iteration 11Q: 3 clusters Score -1169600 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1169790.500000 Penalty: 4605.260254
	Iteration 12Q: 3 clusters Score -1169790 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1169962.750000 Penalty: 4605.260254
	Iteration 13Q: 3 clusters Score -1169963 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1170104.000000 Penalty: 4605.260254
	Iteration 14Q: 3 clusters Score -1170104 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1170229.500000 Penalty: 4605.260254
	Iteration 15Q: 3 clusters Score -1170230 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1170331.750000 Penalty: 4605.260254
	Iteration 16Q: 3 clusters Score -1170332 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1170394.625000 Penalty: 4605.260254
	Iteration 17Q: 3 clusters Score -1170395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1170446.750000 Penalty: 4605.260254
	Iteration 18Q: 3 clusters Score -1170447 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1170493.500000 Penalty: 4605.260254
	Iteration 19Q: 3 clusters Score -1170494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1170547.875000 Penalty: 4605.260254
	Iteration 20F: 3 clusters Score -1170548 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1170614.000000 Penalty: 4605.260254
	Iteration 21Q: 3 clusters Score -1170614 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1170696.000000 Penalty: 4605.260254
	Iteration 22Q: 3 clusters Score -1170696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1170781.250000 Penalty: 4605.260254
	Iteration 23Q: 3 clusters Score -1170781 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1170856.500000 Penalty: 4605.260254
	Iteration 24Q: 3 clusters Score -1170856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1170935.250000 Penalty: 4605.260254
	Iteration 25Q: 3 clusters Score -1170935 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1171014.000000 Penalty: 4605.260254
	Iteration 26Q: 3 clusters Score -1171014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1171092.750000 Penalty: 4605.260254
	Iteration 27Q: 3 clusters Score -1171093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1171190.500000 Penalty: 4605.260254
	Iteration 28Q: 3 clusters Score -1171190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1171324.500000 Penalty: 4605.260254
	Iteration 29Q: 3 clusters Score -1171324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1171440.250000 Penalty: 4605.260254
	Iteration 30Q: 3 clusters Score -1171440 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1171519.375000 Penalty: 4605.260254
	Iteration 31Q: 3 clusters Score -1171519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1171578.875000 Penalty: 4605.260254
	Iteration 32Q: 3 clusters Score -1171579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1171622.625000 Penalty: 4605.260254
	Iteration 33Q: 3 clusters Score -1171623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1171665.125000 Penalty: 4605.260254
	Iteration 34Q: 3 clusters Score -1171665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1171711.125000 Penalty: 4605.260254
	Iteration 35Q: 3 clusters Score -1171711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1171756.875000 Penalty: 4605.260254
	Iteration 36Q: 3 clusters Score -1171757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1171778.875000 Penalty: 4605.260254
	Iteration 37Q: 3 clusters Score -1171779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1171790.000000 Penalty: 4605.260254
	Iteration 38Q: 3 clusters Score -1171790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1171795.875000 Penalty: 4605.260254
	Iteration 39Q: 3 clusters Score -1171796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1171796.000000 Penalty: 4605.260254
	Iteration 40F: 3 clusters Score -1171796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1171798.625000 Penalty: 4605.260254
	Iteration 41Q: 3 clusters Score -1171799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1171798.000000 Penalty: 4605.260254
	Iteration 42Q: 3 clusters Score -1171798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1171800.375000 Penalty: 4605.260254
	Iteration 43Q: 3 clusters Score -1171800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1171800.500000 Penalty: 4605.260254
	Iteration 44Q: 3 clusters Score -1171800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1171800.500000 Penalty: 4605.260254
	Iteration 45F: 3 clusters Score -1171800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (117349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Entering Unmasked Estep 
Score: -13449286.000000 Penalty: 2894.881104
	Iteration 0F: 2 clusters Score -1.344929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -13370761.000000 Penalty: 5789.762207
	Iteration 0F: 3 clusters Score -1.337076e+07 nChanged 55948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -13402993.000000 Penalty: 5789.762207
	Iteration 1F: 3 clusters Score -1.340299e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -13403746.000000 Penalty: 5789.762207
	Iteration 2Q: 3 clusters Score -1.340375e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -13404617.000000 Penalty: 5789.762207
	Iteration 3Q: 3 clusters Score -1.340462e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -13405603.000000 Penalty: 5789.762207
	Iteration 4Q: 3 clusters Score -1.34056e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -13406945.000000 Penalty: 5789.762207
	Iteration 5Q: 3 clusters Score -1.340694e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -13408703.000000 Penalty: 5789.762207
	Iteration 6Q: 3 clusters Score -1.34087e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -13411137.000000 Penalty: 5789.762207
	Iteration 7Q: 3 clusters Score -1.341114e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -13414793.000000 Penalty: 5789.762207
	Iteration 8F: 3 clusters Score -1.341479e+07 nChanged 7908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -13420247.000000 Penalty: 5789.762207
	Iteration 9F: 3 clusters Score -1.342025e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -13427234.000000 Penalty: 5789.762207
	Iteration 10F: 3 clusters Score -1.342723e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104326 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -13434781.000000 Penalty: 5789.762207
	Iteration 11F: 3 clusters Score -1.343478e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110736 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -13440668.000000 Penalty: 5789.762207
	Iteration 12F: 3 clusters Score -1.344067e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114586 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -13444302.000000 Penalty: 5789.762207
	Iteration 13Q: 3 clusters Score -1.34443e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116268 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -13445791.000000 Penalty: 5789.762207
	Iteration 14Q: 3 clusters Score -1.344579e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116827 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -13446299.000000 Penalty: 5789.762207
	Iteration 15Q: 3 clusters Score -1.34463e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116974 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13446459.000000 Penalty: 5789.762207
	Iteration 16Q: 3 clusters Score -1.344646e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117038 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13446554.000000 Penalty: 5789.762207
	Iteration 17Q: 3 clusters Score -1.344655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13446631.000000 Penalty: 5789.762207
	Iteration 18Q: 3 clusters Score -1.344663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117076 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13446658.000000 Penalty: 5789.762207
	Iteration 19Q: 3 clusters Score -1.344666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117078 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13446684.000000 Penalty: 5789.762207
	Iteration 20F: 3 clusters Score -1.344668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117082 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13446694.000000 Penalty: 5789.762207
	Iteration 21Q: 3 clusters Score -1.344669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117085 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -13446710.000000 Penalty: 5789.762207
	Iteration 22Q: 3 clusters Score -1.344671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117088 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13446707.000000 Penalty: 5789.762207
	Iteration 23Q: 3 clusters Score -1.344671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117092 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -13446708.000000 Penalty: 5789.762207
	Iteration 24Q: 3 clusters Score -1.344671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13446701.000000 Penalty: 5789.762207
	Iteration 25Q: 3 clusters Score -1.34467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -13446701.000000 Penalty: 5789.762207
	Iteration 26F: 3 clusters Score -1.34467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Entering Unmasked Estep 
Score: -1742984.500000 Penalty: 2379.422363
	Iteration 0F: 2 clusters Score -1742984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1732419.375000 Penalty: 4758.844727
	Iteration 0F: 3 clusters Score -1732419 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1735864.500000 Penalty: 4758.844727
	Iteration 1F: 3 clusters Score -1735864 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1736516.500000 Penalty: 4758.844727
	Iteration 2F: 3 clusters Score -1736516 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1737188.000000 Penalty: 4758.844727
	Iteration 3F: 3 clusters Score -1737188 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1737886.500000 Penalty: 4758.844727
	Iteration 4F: 3 clusters Score -1737886 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1738588.625000 Penalty: 4758.844727
	Iteration 5F: 3 clusters Score -1738589 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1739250.000000 Penalty: 4758.844727
	Iteration 6F: 3 clusters Score -1739250 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1739817.625000 Penalty: 4758.844727
	Iteration 7Q: 3 clusters Score -1739818 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1740179.875000 Penalty: 4758.844727
	Iteration 8Q: 3 clusters Score -1740180 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -1740413.000000 Penalty: 4758.844727
	Iteration 9Q: 3 clusters Score -1740413 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1740571.875000 Penalty: 4758.844727
	Iteration 10Q: 3 clusters Score -1740572 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1740682.500000 Penalty: 4758.844727
	Iteration 11Q: 3 clusters Score -1740682 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1740746.000000 Penalty: 4758.844727
	Iteration 12Q: 3 clusters Score -1740746 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1740804.375000 Penalty: 4758.844727
	Iteration 13Q: 3 clusters Score -1740804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1740850.750000 Penalty: 4758.844727
	Iteration 14Q: 3 clusters Score -1740851 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1740878.000000 Penalty: 4758.844727
	Iteration 15Q: 3 clusters Score -1740878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1740895.000000 Penalty: 4758.844727
	Iteration 16Q: 3 clusters Score -1740895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1740913.750000 Penalty: 4758.844727
	Iteration 17Q: 3 clusters Score -1740914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1740936.875000 Penalty: 4758.844727
	Iteration 18Q: 3 clusters Score -1740937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1740950.250000 Penalty: 4758.844727
	Iteration 19Q: 3 clusters Score -1740950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1740957.500000 Penalty: 4758.844727
	Iteration 20F: 3 clusters Score -1740958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1740965.875000 Penalty: 4758.844727
	Iteration 21Q: 3 clusters Score -1740966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1740968.875000 Penalty: 4758.844727
	Iteration 22Q: 3 clusters Score -1740969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1740972.625000 Penalty: 4758.844727
	Iteration 23Q: 3 clusters Score -1740973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1740973.375000 Penalty: 4758.844727
	Iteration 24Q: 3 clusters Score -1740973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1740973.250000 Penalty: 4758.844727
	Iteration 25Q: 3 clusters Score -1740973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1740974.875000 Penalty: 4758.844727
	Iteration 26Q: 3 clusters Score -1740975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1740974.875000 Penalty: 4758.844727
	Iteration 27F: 3 clusters Score -1740975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Entering Unmasked Estep 
Score: -983595.375000 Penalty: 2255.876221
	Iteration 0F: 2 clusters Score -983595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -976597.500000 Penalty: 4511.752441
	Iteration 0F: 3 clusters Score -976597.5 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -978824.750000 Penalty: 4511.752441
	Iteration 1F: 3 clusters Score -978824.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -979417.687500 Penalty: 4511.752441
	Iteration 2F: 3 clusters Score -979417.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -980045.562500 Penalty: 4511.752441
	Iteration 3F: 3 clusters Score -980045.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -980705.875000 Penalty: 4511.752441
	Iteration 4F: 3 clusters Score -980705.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -981324.187500 Penalty: 4511.752441
	Iteration 5F: 3 clusters Score -981324.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -981774.437500 Penalty: 4511.752441
	Iteration 6F: 3 clusters Score -981774.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -982082.062500 Penalty: 4511.752441
	Iteration 7Q: 3 clusters Score -982082.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -982301.250000 Penalty: 4511.752441
	Iteration 8Q: 3 clusters Score -982301.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -982458.625000 Penalty: 4511.752441
	Iteration 9Q: 3 clusters Score -982458.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -982624.500000 Penalty: 4511.752441
	Iteration 10Q: 3 clusters Score -982624.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -982808.437500 Penalty: 4511.752441
	Iteration 11Q: 3 clusters Score -982808.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -983001.625000 Penalty: 4511.752441
	Iteration 12Q: 3 clusters Score -983001.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -983129.250000 Penalty: 4511.752441
	Iteration 13Q: 3 clusters Score -983129.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -983236.687500 Penalty: 4511.752441
	Iteration 14Q: 3 clusters Score -983236.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -983346.125000 Penalty: 4511.752441
	Iteration 15Q: 3 clusters Score -983346.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -983423.375000 Penalty: 4511.752441
	Iteration 16Q: 3 clusters Score -983423.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -983470.625000 Penalty: 4511.752441
	Iteration 17Q: 3 clusters Score -983470.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -983501.562500 Penalty: 4511.752441
	Iteration 18Q: 3 clusters Score -983501.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -983516.312500 Penalty: 4511.752441
	Iteration 19Q: 3 clusters Score -983516.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -983523.437500 Penalty: 4511.752441
	Iteration 20F: 3 clusters Score -983523.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -983528.812500 Penalty: 4511.752441
	Iteration 21Q: 3 clusters Score -983528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -983528.500000 Penalty: 4511.752441
	Iteration 22Q: 3 clusters Score -983528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -983529.000000 Penalty: 4511.752441
	Iteration 23Q: 3 clusters Score -983529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -983534.375000 Penalty: 4511.752441
	Iteration 24Q: 3 clusters Score -983534.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -983535.500000 Penalty: 4511.752441
	Iteration 25Q: 3 clusters Score -983535.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -983536.000000 Penalty: 4511.752441
	Iteration 26Q: 3 clusters Score -983536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -983536.312500 Penalty: 4511.752441
	Iteration 27Q: 3 clusters Score -983536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -983536.312500 Penalty: 4511.752441
	Iteration 28Q: 3 clusters Score -983536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -983538.000000 Penalty: 4511.752441
	Iteration 29Q: 3 clusters Score -983538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -983537.187500 Penalty: 4511.752441
	Iteration 30Q: 3 clusters Score -983537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -983539.500000 Penalty: 4511.752441
	Iteration 31Q: 3 clusters Score -983539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -983540.250000 Penalty: 4511.752441
	Iteration 32Q: 3 clusters Score -983540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -983540.750000 Penalty: 4511.752441
	Iteration 33Q: 3 clusters Score -983540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -983538.812500 Penalty: 4511.752441
	Iteration 34Q: 3 clusters Score -983538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -983539.312500 Penalty: 4511.752441
	Iteration 35Q: 3 clusters Score -983539.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -983539.312500 Penalty: 4511.752441
	Iteration 36F: 3 clusters Score -983539.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Entering Unmasked Estep 
Score: -908263.937500 Penalty: 2243.538574
	Iteration 0F: 2 clusters Score -908263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -901538.687500 Penalty: 4487.077148
	Iteration 0F: 3 clusters Score -901538.7 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -903601.500000 Penalty: 4487.077148
	Iteration 1F: 3 clusters Score -903601.5 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -904069.000000 Penalty: 4487.077148
	Iteration 2F: 3 clusters Score -904069 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -904433.500000 Penalty: 4487.077148
	Iteration 3F: 3 clusters Score -904433.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -904745.062500 Penalty: 4487.077148
	Iteration 4F: 3 clusters Score -904745.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -905055.875000 Penalty: 4487.077148
	Iteration 5F: 3 clusters Score -905055.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -905356.062500 Penalty: 4487.077148
	Iteration 6F: 3 clusters Score -905356.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -905620.187500 Penalty: 4487.077148
	Iteration 7Q: 3 clusters Score -905620.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -905838.937500 Penalty: 4487.077148
	Iteration 8Q: 3 clusters Score -905838.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -906026.062500 Penalty: 4487.077148
	Iteration 9Q: 3 clusters Score -906026.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -906174.875000 Penalty: 4487.077148
	Iteration 10Q: 3 clusters Score -906174.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -906275.125000 Penalty: 4487.077148
	Iteration 11Q: 3 clusters Score -906275.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -906329.187500 Penalty: 4487.077148
	Iteration 12Q: 3 clusters Score -906329.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -906366.312500 Penalty: 4487.077148
	Iteration 13Q: 3 clusters Score -906366.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -906390.875000 Penalty: 4487.077148
	Iteration 14Q: 3 clusters Score -906390.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -906417.875000 Penalty: 4487.077148
	Iteration 15Q: 3 clusters Score -906417.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -906445.062500 Penalty: 4487.077148
	Iteration 16Q: 3 clusters Score -906445.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -906458.625000 Penalty: 4487.077148
	Iteration 17Q: 3 clusters Score -906458.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -906467.437500 Penalty: 4487.077148
	Iteration 18Q: 3 clusters Score -906467.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -906475.500000 Penalty: 4487.077148
	Iteration 19Q: 3 clusters Score -906475.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -906479.750000 Penalty: 4487.077148
	Iteration 20F: 3 clusters Score -906479.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -906479.062500 Penalty: 4487.077148
	Iteration 21Q: 3 clusters Score -906479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -906480.687500 Penalty: 4487.077148
	Iteration 22Q: 3 clusters Score -906480.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -906481.687500 Penalty: 4487.077148
	Iteration 23Q: 3 clusters Score -906481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -906482.250000 Penalty: 4487.077148
	Iteration 24Q: 3 clusters Score -906482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -906483.312500 Penalty: 4487.077148
	Iteration 25Q: 3 clusters Score -906483.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -906483.312500 Penalty: 4487.077148
	Iteration 26Q: 3 clusters Score -906483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -906487.062500 Penalty: 4487.077148
	Iteration 27Q: 3 clusters Score -906487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -906491.125000 Penalty: 4487.077148
	Iteration 28Q: 3 clusters Score -906491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -906493.375000 Penalty: 4487.077148
	Iteration 29Q: 3 clusters Score -906493.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -906494.625000 Penalty: 4487.077148
	Iteration 30Q: 3 clusters Score -906494.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -906496.250000 Penalty: 4487.077148
	Iteration 31Q: 3 clusters Score -906496.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -906498.687500 Penalty: 4487.077148
	Iteration 32Q: 3 clusters Score -906498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -906502.062500 Penalty: 4487.077148
	Iteration 33Q: 3 clusters Score -906502.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -906503.312500 Penalty: 4487.077148
	Iteration 34Q: 3 clusters Score -906503.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -906505.125000 Penalty: 4487.077148
	Iteration 35Q: 3 clusters Score -906505.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -906505.875000 Penalty: 4487.077148
	Iteration 36Q: 3 clusters Score -906505.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -906507.500000 Penalty: 4487.077148
	Iteration 37Q: 3 clusters Score -906507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -906510.562500 Penalty: 4487.077148
	Iteration 38Q: 3 clusters Score -906510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -906509.937500 Penalty: 4487.077148
	Iteration 39Q: 3 clusters Score -906509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -906512.125000 Penalty: 4487.077148
	Iteration 40F: 3 clusters Score -906512.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -906509.687500 Penalty: 4487.077148
	Iteration 41Q: 3 clusters Score -906509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -906509.687500 Penalty: 4487.077148
	Iteration 42F: 3 clusters Score -906509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (170051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170051 members 
Entering Unmasked Estep 
Score: -20103852.000000 Penalty: 2986.875732
	Iteration 0F: 2 clusters Score -2.010385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -19992212.000000 Penalty: 5973.751465
	Iteration 0F: 3 clusters Score -1.999221e+07 nChanged 81740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85301 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -20040168.000000 Penalty: 5973.751465
	Iteration 1F: 3 clusters Score -2.004017e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -20041034.000000 Penalty: 5973.751465
	Iteration 2Q: 3 clusters Score -2.004103e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -20042042.000000 Penalty: 5973.751465
	Iteration 3Q: 3 clusters Score -2.004204e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -20043338.000000 Penalty: 5973.751465
	Iteration 4Q: 3 clusters Score -2.004334e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 81677 members 
Entering Unmasked Estep 
Score: -20044926.000000 Penalty: 5973.751465
	Iteration 5Q: 3 clusters Score -2.004493e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -20047166.000000 Penalty: 5973.751465
	Iteration 6Q: 3 clusters Score -2.004717e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -20049930.000000 Penalty: 5973.751465
	Iteration 7Q: 3 clusters Score -2.004993e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -20053122.000000 Penalty: 5973.751465
	Iteration 8Q: 3 clusters Score -2.005312e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100526 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -20056796.000000 Penalty: 5973.751465
	Iteration 9Q: 3 clusters Score -2.00568e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -20060318.000000 Penalty: 5973.751465
	Iteration 10F: 3 clusters Score -2.006032e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 59446 members 
Entering Unmasked Estep 
Score: -20064124.000000 Penalty: 5973.751465
	Iteration 11Q: 3 clusters Score -2.006412e+07 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116745 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -20067612.000000 Penalty: 5973.751465
	Iteration 12Q: 3 clusters Score -2.006761e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123776 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -20071648.000000 Penalty: 5973.751465
	Iteration 13Q: 3 clusters Score -2.007165e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -20075978.000000 Penalty: 5973.751465
	Iteration 14Q: 3 clusters Score -2.007598e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139900 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -20081308.000000 Penalty: 5973.751465
	Iteration 15Q: 3 clusters Score -2.008131e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -20087110.000000 Penalty: 5973.751465
	Iteration 16Q: 3 clusters Score -2.008711e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -20092808.000000 Penalty: 5973.751465
	Iteration 17Q: 3 clusters Score -2.009281e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162049 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -20097032.000000 Penalty: 5973.751465
	Iteration 18Q: 3 clusters Score -2.009703e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165929 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -20099258.000000 Penalty: 5973.751465
	Iteration 19Q: 3 clusters Score -2.009926e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167990 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -20100276.000000 Penalty: 5973.751465
	Iteration 20F: 3 clusters Score -2.010028e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168950 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20100816.000000 Penalty: 5973.751465
	Iteration 21Q: 3 clusters Score -2.010082e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20101056.000000 Penalty: 5973.751465
	Iteration 22Q: 3 clusters Score -2.010106e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169520 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20101154.000000 Penalty: 5973.751465
	Iteration 23Q: 3 clusters Score -2.010115e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169590 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -20101228.000000 Penalty: 5973.751465
	Iteration 24Q: 3 clusters Score -2.010123e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20101268.000000 Penalty: 5973.751465
	Iteration 25Q: 3 clusters Score -2.010127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20101318.000000 Penalty: 5973.751465
	Iteration 26Q: 3 clusters Score -2.010132e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169669 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -20101308.000000 Penalty: 5973.751465
	Iteration 27Q: 3 clusters Score -2.010131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20101344.000000 Penalty: 5973.751465
	Iteration 28Q: 3 clusters Score -2.010134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -20101374.000000 Penalty: 5973.751465
	Iteration 29Q: 3 clusters Score -2.010137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169693 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20101370.000000 Penalty: 5973.751465
	Iteration 30Q: 3 clusters Score -2.010137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -20101386.000000 Penalty: 5973.751465
	Iteration 31Q: 3 clusters Score -2.010139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169701 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20101370.000000 Penalty: 5973.751465
	Iteration 32Q: 3 clusters Score -2.010137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20101382.000000 Penalty: 5973.751465
	Iteration 33Q: 3 clusters Score -2.010138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -20101374.000000 Penalty: 5973.751465
	Iteration 34Q: 3 clusters Score -2.010137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169707 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20101380.000000 Penalty: 5973.751465
	Iteration 35Q: 3 clusters Score -2.010138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169708 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20101388.000000 Penalty: 5973.751465
	Iteration 36Q: 3 clusters Score -2.010139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169709 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20101398.000000 Penalty: 5973.751465
	Iteration 37Q: 3 clusters Score -2.01014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169709 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20101400.000000 Penalty: 5973.751465
	Iteration 38Q: 3 clusters Score -2.01014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20101400.000000 Penalty: 5973.751465
	Iteration 39Q: 3 clusters Score -2.01014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20101404.000000 Penalty: 5973.751465
	Iteration 40F: 3 clusters Score -2.01014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169708 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20101410.000000 Penalty: 5973.751465
	Iteration 41Q: 3 clusters Score -2.010141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169708 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20101410.000000 Penalty: 5973.751465
	Iteration 42F: 3 clusters Score -2.010141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -81873.703125 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -81873.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80095.960938 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -80095.96 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80344.953125 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -80344.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80440.554688 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -80440.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80490.023438 Penalty: 3290.125977
	Iteration 3Q: 3 clusters Score -80490.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80561.195312 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -80561.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80692.078125 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -80692.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80868.328125 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -80868.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80958.773438 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -80958.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81009.468750 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -81009.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81069.054688 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -81069.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81129.226562 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -81129.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81163.867188 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -81163.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81174.890625 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -81174.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81195.804688 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -81195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81207.250000 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -81207.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81224.101562 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -81224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81242.867188 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -81242.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81272.882812 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -81272.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81301.976562 Penalty: 3290.125977
	Iteration 18Q: 3 clusters Score -81301.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81328.492188 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -81328.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81354.914062 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -81354.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81423.906250 Penalty: 3290.125977
	Iteration 21Q: 3 clusters Score -81423.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81550.742188 Penalty: 3290.125977
	Iteration 22Q: 3 clusters Score -81550.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81610.000000 Penalty: 3290.125977
	Iteration 23Q: 3 clusters Score -81610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81681.765625 Penalty: 3290.125977
	Iteration 24Q: 3 clusters Score -81681.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81782.468750 Penalty: 3290.125977
	Iteration 25Q: 3 clusters Score -81782.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81824.335938 Penalty: 3290.125977
	Iteration 26Q: 3 clusters Score -81824.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81852.875000 Penalty: 3290.125977
	Iteration 27Q: 3 clusters Score -81852.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81905.507812 Penalty: 3290.125977
	Iteration 28Q: 3 clusters Score -81905.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81911.015625 Penalty: 3290.125977
	Iteration 29Q: 3 clusters Score -81911.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81911.015625 Penalty: 3290.125977
	Iteration 30F: 3 clusters Score -81911.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 11264 members 
Mstep: Class 3 contains 47485 members 
Mstep: Class 4 contains 183090 members 
Mstep: Class 5 contains 186715 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 22012 members 
Mstep: Class 9 contains 23681 members 
Mstep: Class 10 contains 21544 members 
Mstep: Class 11 contains 42929 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 97359 members 
Mstep: Class 15 contains 121958 members 
Mstep: Class 16 contains 199133 members 
Mstep: Class 17 contains 15135 members 
Mstep: Class 18 contains 78564 members 
Mstep: Class 19 contains 13091 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 216596 members 
Mstep: Class 22 contains 171975 members 
Mstep: Class 23 contains 27594 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36762 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 117349 members 
Mstep: Class 29 contains 14683 members 
Mstep: Class 30 contains 8922 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 170051 members 
Mstep: Class 33 contains 416 members 
Mstep: Class 34 contains 18543 members 
Mstep: Class 35 contains 36309 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 344 members 
Entering Unmasked Estep 
Score: -225950656.000000 Penalty: 140391.312500
Splitting cluster 33 changes total score from -225952704.000000 to -225950656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (18543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Entering Unmasked Estep 
Score: -2123119.250000 Penalty: 2437.306152
	Iteration 0F: 2 clusters Score -2123119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2110029.000000 Penalty: 4874.612305
	Iteration 0F: 3 clusters Score -2110029 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2114281.000000 Penalty: 4874.612305
	Iteration 1F: 3 clusters Score -2114281 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2114696.250000 Penalty: 4874.612305
	Iteration 2F: 3 clusters Score -2114696 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2115072.000000 Penalty: 4874.612305
	Iteration 3Q: 3 clusters Score -2115072 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2115426.250000 Penalty: 4874.612305
	Iteration 4Q: 3 clusters Score -2115426 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2115778.250000 Penalty: 4874.612305
	Iteration 5Q: 3 clusters Score -2115778 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2116171.500000 Penalty: 4874.612305
	Iteration 6Q: 3 clusters Score -2116172 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2116624.750000 Penalty: 4874.612305
	Iteration 7Q: 3 clusters Score -2116625 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2117140.500000 Penalty: 4874.612305
	Iteration 8F: 3 clusters Score -2117140 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2117720.750000 Penalty: 4874.612305
	Iteration 9F: 3 clusters Score -2117721 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2118397.000000 Penalty: 4874.612305
	Iteration 10F: 3 clusters Score -2118397 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -2119043.750000 Penalty: 4874.612305
	Iteration 11Q: 3 clusters Score -2119044 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2119717.500000 Penalty: 4874.612305
	Iteration 12Q: 3 clusters Score -2119718 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2120250.750000 Penalty: 4874.612305
	Iteration 13Q: 3 clusters Score -2120251 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2120654.500000 Penalty: 4874.612305
	Iteration 14Q: 3 clusters Score -2120654 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2120891.000000 Penalty: 4874.612305
	Iteration 15Q: 3 clusters Score -2120891 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2121044.000000 Penalty: 4874.612305
	Iteration 16Q: 3 clusters Score -2121044 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2121127.250000 Penalty: 4874.612305
	Iteration 17Q: 3 clusters Score -2121127 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2121194.500000 Penalty: 4874.612305
	Iteration 18Q: 3 clusters Score -2121194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2121229.750000 Penalty: 4874.612305
	Iteration 19Q: 3 clusters Score -2121230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2121253.000000 Penalty: 4874.612305
	Iteration 20F: 3 clusters Score -2121253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2121268.500000 Penalty: 4874.612305
	Iteration 21Q: 3 clusters Score -2121268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2121285.250000 Penalty: 4874.612305
	Iteration 22Q: 3 clusters Score -2121285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2121297.750000 Penalty: 4874.612305
	Iteration 23Q: 3 clusters Score -2121298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2121309.250000 Penalty: 4874.612305
	Iteration 24Q: 3 clusters Score -2121309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2121321.250000 Penalty: 4874.612305
	Iteration 25Q: 3 clusters Score -2121321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2121325.250000 Penalty: 4874.612305
	Iteration 26Q: 3 clusters Score -2121325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2121330.250000 Penalty: 4874.612305
	Iteration 27Q: 3 clusters Score -2121330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2121337.250000 Penalty: 4874.612305
	Iteration 28Q: 3 clusters Score -2121337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2121344.250000 Penalty: 4874.612305
	Iteration 29Q: 3 clusters Score -2121344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2121347.750000 Penalty: 4874.612305
	Iteration 30Q: 3 clusters Score -2121348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2121345.000000 Penalty: 4874.612305
	Iteration 31Q: 3 clusters Score -2121345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2121349.750000 Penalty: 4874.612305
	Iteration 32Q: 3 clusters Score -2121350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2121350.750000 Penalty: 4874.612305
	Iteration 33Q: 3 clusters Score -2121351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2121351.500000 Penalty: 4874.612305
	Iteration 34Q: 3 clusters Score -2121352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2121351.250000 Penalty: 4874.612305
	Iteration 35Q: 3 clusters Score -2121351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2121349.250000 Penalty: 4874.612305
	Iteration 36Q: 3 clusters Score -2121349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2121347.250000 Penalty: 4874.612305
	Iteration 37Q: 3 clusters Score -2121347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2121349.250000 Penalty: 4874.612305
	Iteration 38Q: 3 clusters Score -2121349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2121351.250000 Penalty: 4874.612305
	Iteration 39Q: 3 clusters Score -2121351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2121352.500000 Penalty: 4874.612305
	Iteration 40F: 3 clusters Score -2121352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2121353.000000 Penalty: 4874.612305
	Iteration 41Q: 3 clusters Score -2121353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2121352.750000 Penalty: 4874.612305
	Iteration 42Q: 3 clusters Score -2121353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2121351.750000 Penalty: 4874.612305
	Iteration 43Q: 3 clusters Score -2121352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2121354.250000 Penalty: 4874.612305
	Iteration 44Q: 3 clusters Score -2121354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2121349.250000 Penalty: 4874.612305
	Iteration 45Q: 3 clusters Score -2121349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2121353.000000 Penalty: 4874.612305
	Iteration 46Q: 3 clusters Score -2121353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2121353.000000 Penalty: 4874.612305
	Iteration 47F: 3 clusters Score -2121353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (36309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Entering Unmasked Estep 
Score: -3903163.750000 Penalty: 2603.955566
	Iteration 0F: 2 clusters Score -3903164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -3878590.000000 Penalty: 5207.911133
	Iteration 0F: 3 clusters Score -3878590 nChanged 16456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3888275.250000 Penalty: 5207.911133
	Iteration 1F: 3 clusters Score -3888275 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3889528.250000 Penalty: 5207.911133
	Iteration 2F: 3 clusters Score -3889528 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -3890710.000000 Penalty: 5207.911133
	Iteration 3F: 3 clusters Score -3890710 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3891724.250000 Penalty: 5207.911133
	Iteration 4F: 3 clusters Score -3891724 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3892614.750000 Penalty: 5207.911133
	Iteration 5F: 3 clusters Score -3892615 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3893434.250000 Penalty: 5207.911133
	Iteration 6Q: 3 clusters Score -3893434 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3894241.750000 Penalty: 5207.911133
	Iteration 7Q: 3 clusters Score -3894242 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3894964.500000 Penalty: 5207.911133
	Iteration 8Q: 3 clusters Score -3894964 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3895675.000000 Penalty: 5207.911133
	Iteration 9Q: 3 clusters Score -3895675 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3896247.250000 Penalty: 5207.911133
	Iteration 10Q: 3 clusters Score -3896247 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3896727.500000 Penalty: 5207.911133
	Iteration 11Q: 3 clusters Score -3896728 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3897103.750000 Penalty: 5207.911133
	Iteration 12Q: 3 clusters Score -3897104 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -3897388.000000 Penalty: 5207.911133
	Iteration 13Q: 3 clusters Score -3897388 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3897603.750000 Penalty: 5207.911133
	Iteration 14Q: 3 clusters Score -3897604 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3897813.250000 Penalty: 5207.911133
	Iteration 15Q: 3 clusters Score -3897813 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3897964.250000 Penalty: 5207.911133
	Iteration 16Q: 3 clusters Score -3897964 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3898093.500000 Penalty: 5207.911133
	Iteration 17Q: 3 clusters Score -3898094 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3898181.500000 Penalty: 5207.911133
	Iteration 18Q: 3 clusters Score -3898182 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -3898254.000000 Penalty: 5207.911133
	Iteration 19Q: 3 clusters Score -3898254 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3898310.750000 Penalty: 5207.911133
	Iteration 20F: 3 clusters Score -3898311 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3898363.250000 Penalty: 5207.911133
	Iteration 21Q: 3 clusters Score -3898363 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3898403.750000 Penalty: 5207.911133
	Iteration 22Q: 3 clusters Score -3898404 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3898441.500000 Penalty: 5207.911133
	Iteration 23Q: 3 clusters Score -3898442 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -3898487.500000 Penalty: 5207.911133
	Iteration 24Q: 3 clusters Score -3898488 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -3898518.250000 Penalty: 5207.911133
	Iteration 25Q: 3 clusters Score -3898518 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3898537.250000 Penalty: 5207.911133
	Iteration 26Q: 3 clusters Score -3898537 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3898560.750000 Penalty: 5207.911133
	Iteration 27Q: 3 clusters Score -3898561 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3898582.750000 Penalty: 5207.911133
	Iteration 28Q: 3 clusters Score -3898583 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3898613.250000 Penalty: 5207.911133
	Iteration 29Q: 3 clusters Score -3898613 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3898631.750000 Penalty: 5207.911133
	Iteration 30Q: 3 clusters Score -3898632 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3898657.750000 Penalty: 5207.911133
	Iteration 31Q: 3 clusters Score -3898658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3898673.000000 Penalty: 5207.911133
	Iteration 32Q: 3 clusters Score -3898673 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3898691.250000 Penalty: 5207.911133
	Iteration 33Q: 3 clusters Score -3898691 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3898706.250000 Penalty: 5207.911133
	Iteration 34Q: 3 clusters Score -3898706 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3898718.000000 Penalty: 5207.911133
	Iteration 35Q: 3 clusters Score -3898718 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3898730.250000 Penalty: 5207.911133
	Iteration 36Q: 3 clusters Score -3898730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3898731.500000 Penalty: 5207.911133
	Iteration 37Q: 3 clusters Score -3898732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3898760.250000 Penalty: 5207.911133
	Iteration 38Q: 3 clusters Score -3898760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3898758.750000 Penalty: 5207.911133
	Iteration 39Q: 3 clusters Score -3898759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3898774.750000 Penalty: 5207.911133
	Iteration 40F: 3 clusters Score -3898775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3898803.250000 Penalty: 5207.911133
	Iteration 41Q: 3 clusters Score -3898803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3898805.500000 Penalty: 5207.911133
	Iteration 42Q: 3 clusters Score -3898806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3898808.250000 Penalty: 5207.911133
	Iteration 43Q: 3 clusters Score -3898808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3898804.000000 Penalty: 5207.911133
	Iteration 44Q: 3 clusters Score -3898804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3898816.500000 Penalty: 5207.911133
	Iteration 45Q: 3 clusters Score -3898816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3898823.750000 Penalty: 5207.911133
	Iteration 46Q: 3 clusters Score -3898824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3898832.250000 Penalty: 5207.911133
	Iteration 47Q: 3 clusters Score -3898832 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3898829.750000 Penalty: 5207.911133
	Iteration 48Q: 3 clusters Score -3898830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3898838.500000 Penalty: 5207.911133
	Iteration 49Q: 3 clusters Score -3898838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3898842.500000 Penalty: 5207.911133
	Iteration 50Q: 3 clusters Score -3898842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3898838.500000 Penalty: 5207.911133
	Iteration 51Q: 3 clusters Score -3898838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3898846.500000 Penalty: 5207.911133
	Iteration 52Q: 3 clusters Score -3898846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3898862.250000 Penalty: 5207.911133
	Iteration 53Q: 3 clusters Score -3898862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3898869.250000 Penalty: 5207.911133
	Iteration 54Q: 3 clusters Score -3898869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3898875.500000 Penalty: 5207.911133
	Iteration 55Q: 3 clusters Score -3898876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3898893.500000 Penalty: 5207.911133
	Iteration 56Q: 3 clusters Score -3898894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3898900.000000 Penalty: 5207.911133
	Iteration 57Q: 3 clusters Score -3898900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3898910.250000 Penalty: 5207.911133
	Iteration 58Q: 3 clusters Score -3898910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3898906.500000 Penalty: 5207.911133
	Iteration 59Q: 3 clusters Score -3898906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3898912.500000 Penalty: 5207.911133
	Iteration 60F: 3 clusters Score -3898912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3898917.500000 Penalty: 5207.911133
	Iteration 61Q: 3 clusters Score -3898918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3898935.750000 Penalty: 5207.911133
	Iteration 62Q: 3 clusters Score -3898936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3898932.500000 Penalty: 5207.911133
	Iteration 63Q: 3 clusters Score -3898932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3898932.500000 Penalty: 5207.911133
	Iteration 64Q: 3 clusters Score -3898932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3898925.500000 Penalty: 5207.911133
	Iteration 65Q: 3 clusters Score -3898926 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -3898935.250000 Penalty: 5207.911133
	Iteration 66Q: 3 clusters Score -3898935 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3898956.500000 Penalty: 5207.911133
	Iteration 67Q: 3 clusters Score -3898956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3898967.000000 Penalty: 5207.911133
	Iteration 68Q: 3 clusters Score -3898967 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3898992.000000 Penalty: 5207.911133
	Iteration 69Q: 3 clusters Score -3898992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -3899009.750000 Penalty: 5207.911133
	Iteration 70Q: 3 clusters Score -3899010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -3899014.000000 Penalty: 5207.911133
	Iteration 71Q: 3 clusters Score -3899014 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -3899040.000000 Penalty: 5207.911133
	Iteration 72Q: 3 clusters Score -3899040 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -3899044.500000 Penalty: 5207.911133
	Iteration 73Q: 3 clusters Score -3899044 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3899061.000000 Penalty: 5207.911133
	Iteration 74Q: 3 clusters Score -3899061 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3899073.250000 Penalty: 5207.911133
	Iteration 75Q: 3 clusters Score -3899073 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -3899096.750000 Penalty: 5207.911133
	Iteration 76Q: 3 clusters Score -3899097 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3899114.500000 Penalty: 5207.911133
	Iteration 77Q: 3 clusters Score -3899114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3899131.500000 Penalty: 5207.911133
	Iteration 78Q: 3 clusters Score -3899132 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3899140.250000 Penalty: 5207.911133
	Iteration 79Q: 3 clusters Score -3899140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3899171.250000 Penalty: 5207.911133
	Iteration 80F: 3 clusters Score -3899171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3899183.750000 Penalty: 5207.911133
	Iteration 81Q: 3 clusters Score -3899184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3899174.250000 Penalty: 5207.911133
	Iteration 82Q: 3 clusters Score -3899174 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -3899179.000000 Penalty: 5207.911133
	Iteration 83Q: 3 clusters Score -3899179 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3899201.250000 Penalty: 5207.911133
	Iteration 84Q: 3 clusters Score -3899201 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3899234.750000 Penalty: 5207.911133
	Iteration 85Q: 3 clusters Score -3899235 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3899249.250000 Penalty: 5207.911133
	Iteration 86Q: 3 clusters Score -3899249 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3899291.500000 Penalty: 5207.911133
	Iteration 87Q: 3 clusters Score -3899292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3899320.250000 Penalty: 5207.911133
	Iteration 88Q: 3 clusters Score -3899320 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3899358.250000 Penalty: 5207.911133
	Iteration 89Q: 3 clusters Score -3899358 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3899405.250000 Penalty: 5207.911133
	Iteration 90Q: 3 clusters Score -3899405 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3899449.750000 Penalty: 5207.911133
	Iteration 91Q: 3 clusters Score -3899450 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3899526.750000 Penalty: 5207.911133
	Iteration 92Q: 3 clusters Score -3899527 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3899587.750000 Penalty: 5207.911133
	Iteration 93Q: 3 clusters Score -3899588 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -3899671.750000 Penalty: 5207.911133
	Iteration 94Q: 3 clusters Score -3899672 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -3899757.250000 Penalty: 5207.911133
	Iteration 95Q: 3 clusters Score -3899757 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3899862.750000 Penalty: 5207.911133
	Iteration 96Q: 3 clusters Score -3899863 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3899936.000000 Penalty: 5207.911133
	Iteration 97Q: 3 clusters Score -3899936 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -3899997.750000 Penalty: 5207.911133
	Iteration 98Q: 3 clusters Score -3899998 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3900111.250000 Penalty: 5207.911133
	Iteration 99Q: 3 clusters Score -3900111 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3900222.500000 Penalty: 5207.911133
	Iteration 100F: 3 clusters Score -3900222 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3900365.250000 Penalty: 5207.911133
	Iteration 101Q: 3 clusters Score -3900365 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3900503.000000 Penalty: 5207.911133
	Iteration 102Q: 3 clusters Score -3900503 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3900657.750000 Penalty: 5207.911133
	Iteration 103Q: 3 clusters Score -3900658 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3900815.750000 Penalty: 5207.911133
	Iteration 104Q: 3 clusters Score -3900816 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3900973.750000 Penalty: 5207.911133
	Iteration 105Q: 3 clusters Score -3900974 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3901147.500000 Penalty: 5207.911133
	Iteration 106Q: 3 clusters Score -3901148 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3901250.750000 Penalty: 5207.911133
	Iteration 107Q: 3 clusters Score -3901251 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3901366.500000 Penalty: 5207.911133
	Iteration 108Q: 3 clusters Score -3901366 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3901471.500000 Penalty: 5207.911133
	Iteration 109Q: 3 clusters Score -3901472 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3901549.500000 Penalty: 5207.911133
	Iteration 110Q: 3 clusters Score -3901550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3901588.750000 Penalty: 5207.911133
	Iteration 111Q: 3 clusters Score -3901589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3901628.250000 Penalty: 5207.911133
	Iteration 112Q: 3 clusters Score -3901628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3901665.250000 Penalty: 5207.911133
	Iteration 113Q: 3 clusters Score -3901665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3901691.250000 Penalty: 5207.911133
	Iteration 114Q: 3 clusters Score -3901691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3901713.750000 Penalty: 5207.911133
	Iteration 115Q: 3 clusters Score -3901714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3901714.250000 Penalty: 5207.911133
	Iteration 116Q: 3 clusters Score -3901714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3901730.000000 Penalty: 5207.911133
	Iteration 117Q: 3 clusters Score -3901730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3901745.750000 Penalty: 5207.911133
	Iteration 118Q: 3 clusters Score -3901746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34611 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3901761.250000 Penalty: 5207.911133
	Iteration 119Q: 3 clusters Score -3901761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3901770.500000 Penalty: 5207.911133
	Iteration 120F: 3 clusters Score -3901770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3901781.250000 Penalty: 5207.911133
	Iteration 121Q: 3 clusters Score -3901781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3901801.500000 Penalty: 5207.911133
	Iteration 122Q: 3 clusters Score -3901802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3901823.500000 Penalty: 5207.911133
	Iteration 123Q: 3 clusters Score -3901824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3901841.000000 Penalty: 5207.911133
	Iteration 124Q: 3 clusters Score -3901841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3901858.000000 Penalty: 5207.911133
	Iteration 125Q: 3 clusters Score -3901858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3901870.750000 Penalty: 5207.911133
	Iteration 126Q: 3 clusters Score -3901871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3901883.500000 Penalty: 5207.911133
	Iteration 127Q: 3 clusters Score -3901884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3901892.250000 Penalty: 5207.911133
	Iteration 128Q: 3 clusters Score -3901892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3901900.250000 Penalty: 5207.911133
	Iteration 129Q: 3 clusters Score -3901900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3901901.500000 Penalty: 5207.911133
	Iteration 130Q: 3 clusters Score -3901902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3901907.500000 Penalty: 5207.911133
	Iteration 131Q: 3 clusters Score -3901908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3901907.750000 Penalty: 5207.911133
	Iteration 132Q: 3 clusters Score -3901908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3901909.750000 Penalty: 5207.911133
	Iteration 133Q: 3 clusters Score -3901910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3901910.500000 Penalty: 5207.911133
	Iteration 134Q: 3 clusters Score -3901910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3901911.500000 Penalty: 5207.911133
	Iteration 135Q: 3 clusters Score -3901912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3901912.750000 Penalty: 5207.911133
	Iteration 136Q: 3 clusters Score -3901913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3901913.250000 Penalty: 5207.911133
	Iteration 137Q: 3 clusters Score -3901913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3901913.250000 Penalty: 5207.911133
	Iteration 138F: 3 clusters Score -3901913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -60969.714844 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -60969.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59387.410156 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -59387.41 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59575.843750 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -59575.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59649.375000 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -59649.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59687.121094 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -59687.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59717.324219 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -59717.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59732.785156 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -59732.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59743.750000 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -59743.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59759.812500 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -59759.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59763.835938 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59763.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59771.148438 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59771.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59773.625000 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59773.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59773.625000 Penalty: 3165.380615
	Iteration 11F: 3 clusters Score -59773.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -75084.539062 Penalty: 1632.685547
	Iteration 0F: 2 clusters Score -75084.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73451.359375 Penalty: 3265.371094
	Iteration 0F: 3 clusters Score -73451.36 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73696.234375 Penalty: 3265.371094
	Iteration 1F: 3 clusters Score -73696.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73782.500000 Penalty: 3265.371094
	Iteration 2F: 3 clusters Score -73782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73831.335938 Penalty: 3265.371094
	Iteration 3Q: 3 clusters Score -73831.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73881.859375 Penalty: 3265.371094
	Iteration 4Q: 3 clusters Score -73881.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73905.398438 Penalty: 3265.371094
	Iteration 5Q: 3 clusters Score -73905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73924.671875 Penalty: 3265.371094
	Iteration 6Q: 3 clusters Score -73924.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73930.453125 Penalty: 3265.371094
	Iteration 7Q: 3 clusters Score -73930.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73933.375000 Penalty: 3265.371094
	Iteration 8Q: 3 clusters Score -73933.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73937.882812 Penalty: 3265.371094
	Iteration 9Q: 3 clusters Score -73937.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73940.507812 Penalty: 3265.371094
	Iteration 10Q: 3 clusters Score -73940.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73942.421875 Penalty: 3265.371094
	Iteration 11Q: 3 clusters Score -73942.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73944.976562 Penalty: 3265.371094
	Iteration 12Q: 3 clusters Score -73944.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73947.257812 Penalty: 3265.371094
	Iteration 13Q: 3 clusters Score -73947.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73947.257812 Penalty: 3265.371094
	Iteration 14F: 3 clusters Score -73947.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -16883.425781 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -16883.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15847.229492 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -15847.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15918.417969 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -15918.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15951.603516 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -15951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15954.873047 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -15954.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15954.873047 Penalty: 2570.164795
	Iteration 4F: 3 clusters Score -15954.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 11264 members 
Mstep: Class 3 contains 47485 members 
Mstep: Class 4 contains 183090 members 
Mstep: Class 5 contains 186715 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 22012 members 
Mstep: Class 9 contains 23681 members 
Mstep: Class 10 contains 21544 members 
Mstep: Class 11 contains 42929 members 
Mstep: Class 12 contains 10964 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 97359 members 
Mstep: Class 15 contains 121958 members 
Mstep: Class 16 contains 199133 members 
Mstep: Class 17 contains 15135 members 
Mstep: Class 18 contains 78564 members 
Mstep: Class 19 contains 13091 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 216596 members 
Mstep: Class 22 contains 171975 members 
Mstep: Class 23 contains 27594 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36762 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 117349 members 
Mstep: Class 29 contains 14683 members 
Mstep: Class 30 contains 8922 members 
Mstep: Class 31 contains 8489 members 
Mstep: Class 32 contains 170051 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18543 members 
Mstep: Class 35 contains 36309 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952592.000000 Penalty: 136791.531250
Iteration 159Q: 39 clusters Score -2.259526e+08 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61911 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 47479 members 
Mstep: Class 4 contains 183148 members 
Mstep: Class 5 contains 186706 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 22021 members 
Mstep: Class 9 contains 23674 members 
Mstep: Class 10 contains 21532 members 
Mstep: Class 11 contains 42919 members 
Mstep: Class 12 contains 10981 members 
Mstep: Class 13 contains 14748 members 
Mstep: Class 14 contains 97328 members 
Mstep: Class 15 contains 121987 members 
Mstep: Class 16 contains 199137 members 
Mstep: Class 17 contains 15150 members 
Mstep: Class 18 contains 78528 members 
Mstep: Class 19 contains 13085 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 217189 members 
Mstep: Class 22 contains 170941 members 
Mstep: Class 23 contains 27643 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36752 members 
Mstep: Class 26 contains 7355 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 117749 members 
Mstep: Class 29 contains 14698 members 
Mstep: Class 30 contains 8923 members 
Mstep: Class 31 contains 8506 members 
Mstep: Class 32 contains 169990 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18611 members 
Mstep: Class 35 contains 36275 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952688.000000 Penalty: 136791.531250
Iteration 160F: 39 clusters Score -2.259527e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 183190 members 
Mstep: Class 5 contains 186702 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 22024 members 
Mstep: Class 9 contains 23669 members 
Mstep: Class 10 contains 21529 members 
Mstep: Class 11 contains 42911 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 14777 members 
Mstep: Class 14 contains 97297 members 
Mstep: Class 15 contains 122003 members 
Mstep: Class 16 contains 199143 members 
Mstep: Class 17 contains 15166 members 
Mstep: Class 18 contains 78482 members 
Mstep: Class 19 contains 13087 members 
Mstep: Class 20 contains 7285 members 
Mstep: Class 21 contains 217815 members 
Mstep: Class 22 contains 169884 members 
Mstep: Class 23 contains 27686 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36746 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 10767 members 
Mstep: Class 28 contains 118171 members 
Mstep: Class 29 contains 14717 members 
Mstep: Class 30 contains 8922 members 
Mstep: Class 31 contains 8527 members 
Mstep: Class 32 contains 169919 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18665 members 
Mstep: Class 35 contains 36245 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953184.000000 Penalty: 136791.531250
Iteration 161Q: 39 clusters Score -2.259532e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 11227 members 
Mstep: Class 3 contains 47445 members 
Mstep: Class 4 contains 183201 members 
Mstep: Class 5 contains 186702 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5367 members 
Mstep: Class 8 contains 22026 members 
Mstep: Class 9 contains 23662 members 
Mstep: Class 10 contains 21531 members 
Mstep: Class 11 contains 42903 members 
Mstep: Class 12 contains 11032 members 
Mstep: Class 13 contains 14808 members 
Mstep: Class 14 contains 97256 members 
Mstep: Class 15 contains 122007 members 
Mstep: Class 16 contains 199150 members 
Mstep: Class 17 contains 15168 members 
Mstep: Class 18 contains 78453 members 
Mstep: Class 19 contains 13080 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 218456 members 
Mstep: Class 22 contains 168893 members 
Mstep: Class 23 contains 27717 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36733 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 10754 members 
Mstep: Class 28 contains 118622 members 
Mstep: Class 29 contains 14724 members 
Mstep: Class 30 contains 8925 members 
Mstep: Class 31 contains 8548 members 
Mstep: Class 32 contains 169829 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18718 members 
Mstep: Class 35 contains 36218 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952944.000000 Penalty: 136791.531250
Iteration 162Q: 39 clusters Score -2.259529e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61798 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 47428 members 
Mstep: Class 4 contains 183237 members 
Mstep: Class 5 contains 186694 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 22027 members 
Mstep: Class 9 contains 23652 members 
Mstep: Class 10 contains 21547 members 
Mstep: Class 11 contains 42891 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 97209 members 
Mstep: Class 15 contains 122082 members 
Mstep: Class 16 contains 199155 members 
Mstep: Class 17 contains 15156 members 
Mstep: Class 18 contains 78420 members 
Mstep: Class 19 contains 13072 members 
Mstep: Class 20 contains 7288 members 
Mstep: Class 21 contains 219077 members 
Mstep: Class 22 contains 167838 members 
Mstep: Class 23 contains 27762 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36724 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 10735 members 
Mstep: Class 28 contains 119090 members 
Mstep: Class 29 contains 14735 members 
Mstep: Class 30 contains 8927 members 
Mstep: Class 31 contains 8565 members 
Mstep: Class 32 contains 169750 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18757 members 
Mstep: Class 35 contains 36187 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952384.000000 Penalty: 136791.531250
Iteration 163Q: 39 clusters Score -2.259524e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 183283 members 
Mstep: Class 5 contains 186678 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 22026 members 
Mstep: Class 9 contains 23643 members 
Mstep: Class 10 contains 21564 members 
Mstep: Class 11 contains 42878 members 
Mstep: Class 12 contains 11090 members 
Mstep: Class 13 contains 14861 members 
Mstep: Class 14 contains 97161 members 
Mstep: Class 15 contains 122169 members 
Mstep: Class 16 contains 199171 members 
Mstep: Class 17 contains 15164 members 
Mstep: Class 18 contains 78378 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 219655 members 
Mstep: Class 22 contains 166773 members 
Mstep: Class 23 contains 27798 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36715 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 10716 members 
Mstep: Class 28 contains 119554 members 
Mstep: Class 29 contains 14745 members 
Mstep: Class 30 contains 8931 members 
Mstep: Class 31 contains 8581 members 
Mstep: Class 32 contains 169695 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18786 members 
Mstep: Class 35 contains 36154 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952576.000000 Penalty: 136791.531250
Iteration 164Q: 39 clusters Score -2.259526e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 11188 members 
Mstep: Class 3 contains 47405 members 
Mstep: Class 4 contains 183350 members 
Mstep: Class 5 contains 186665 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5365 members 
Mstep: Class 8 contains 22018 members 
Mstep: Class 9 contains 23640 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 42864 members 
Mstep: Class 12 contains 11112 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 97123 members 
Mstep: Class 15 contains 122262 members 
Mstep: Class 16 contains 199180 members 
Mstep: Class 17 contains 15167 members 
Mstep: Class 18 contains 78346 members 
Mstep: Class 19 contains 13066 members 
Mstep: Class 20 contains 7289 members 
Mstep: Class 21 contains 220244 members 
Mstep: Class 22 contains 165648 members 
Mstep: Class 23 contains 27848 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36706 members 
Mstep: Class 26 contains 7357 members 
Mstep: Class 27 contains 10707 members 
Mstep: Class 28 contains 120049 members 
Mstep: Class 29 contains 14756 members 
Mstep: Class 30 contains 8937 members 
Mstep: Class 31 contains 8598 members 
Mstep: Class 32 contains 169615 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18821 members 
Mstep: Class 35 contains 36126 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952848.000000 Penalty: 136791.531250
Iteration 165Q: 39 clusters Score -2.259528e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 11173 members 
Mstep: Class 3 contains 47387 members 
Mstep: Class 4 contains 183407 members 
Mstep: Class 5 contains 186661 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 22010 members 
Mstep: Class 9 contains 23634 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 11 contains 42857 members 
Mstep: Class 12 contains 11130 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 97082 members 
Mstep: Class 15 contains 122357 members 
Mstep: Class 16 contains 199179 members 
Mstep: Class 17 contains 15168 members 
Mstep: Class 18 contains 78332 members 
Mstep: Class 19 contains 13070 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 220922 members 
Mstep: Class 22 contains 164511 members 
Mstep: Class 23 contains 27889 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36696 members 
Mstep: Class 26 contains 7357 members 
Mstep: Class 27 contains 10692 members 
Mstep: Class 28 contains 120491 members 
Mstep: Class 29 contains 14774 members 
Mstep: Class 30 contains 8944 members 
Mstep: Class 31 contains 8608 members 
Mstep: Class 32 contains 169495 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18864 members 
Mstep: Class 35 contains 36101 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952864.000000 Penalty: 136791.531250
Iteration 166Q: 39 clusters Score -2.259529e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 47370 members 
Mstep: Class 4 contains 183479 members 
Mstep: Class 5 contains 186670 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5368 members 
Mstep: Class 8 contains 22008 members 
Mstep: Class 9 contains 23632 members 
Mstep: Class 10 contains 21609 members 
Mstep: Class 11 contains 42854 members 
Mstep: Class 12 contains 11142 members 
Mstep: Class 13 contains 14908 members 
Mstep: Class 14 contains 97048 members 
Mstep: Class 15 contains 122463 members 
Mstep: Class 16 contains 199182 members 
Mstep: Class 17 contains 15171 members 
Mstep: Class 18 contains 78325 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 221619 members 
Mstep: Class 22 contains 163290 members 
Mstep: Class 23 contains 27934 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36684 members 
Mstep: Class 26 contains 7357 members 
Mstep: Class 27 contains 10689 members 
Mstep: Class 28 contains 120939 members 
Mstep: Class 29 contains 14785 members 
Mstep: Class 30 contains 8949 members 
Mstep: Class 31 contains 8625 members 
Mstep: Class 32 contains 169385 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18892 members 
Mstep: Class 35 contains 36072 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953440.000000 Penalty: 136791.531250
Iteration 167Q: 39 clusters Score -2.259534e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 47358 members 
Mstep: Class 4 contains 183540 members 
Mstep: Class 5 contains 186670 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5375 members 
Mstep: Class 8 contains 22009 members 
Mstep: Class 9 contains 23628 members 
Mstep: Class 10 contains 21625 members 
Mstep: Class 11 contains 42840 members 
Mstep: Class 12 contains 11157 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 97023 members 
Mstep: Class 15 contains 122576 members 
Mstep: Class 16 contains 199192 members 
Mstep: Class 17 contains 15181 members 
Mstep: Class 18 contains 78301 members 
Mstep: Class 19 contains 13069 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 222376 members 
Mstep: Class 22 contains 162060 members 
Mstep: Class 23 contains 27989 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36678 members 
Mstep: Class 26 contains 7357 members 
Mstep: Class 27 contains 10665 members 
Mstep: Class 28 contains 121328 members 
Mstep: Class 29 contains 14790 members 
Mstep: Class 30 contains 8950 members 
Mstep: Class 31 contains 8636 members 
Mstep: Class 32 contains 169266 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18922 members 
Mstep: Class 35 contains 36052 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 722 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953120.000000 Penalty: 136791.531250
Iteration 168Q: 39 clusters Score -2.259531e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 11139 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 183590 members 
Mstep: Class 5 contains 186676 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 22023 members 
Mstep: Class 9 contains 23627 members 
Mstep: Class 10 contains 21631 members 
Mstep: Class 11 contains 42830 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 14948 members 
Mstep: Class 14 contains 96997 members 
Mstep: Class 15 contains 122726 members 
Mstep: Class 16 contains 199201 members 
Mstep: Class 17 contains 15187 members 
Mstep: Class 18 contains 78280 members 
Mstep: Class 19 contains 13062 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 223127 members 
Mstep: Class 22 contains 160776 members 
Mstep: Class 23 contains 28032 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36674 members 
Mstep: Class 26 contains 7356 members 
Mstep: Class 27 contains 10662 members 
Mstep: Class 28 contains 121743 members 
Mstep: Class 29 contains 14798 members 
Mstep: Class 30 contains 8954 members 
Mstep: Class 31 contains 8653 members 
Mstep: Class 32 contains 169137 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18966 members 
Mstep: Class 35 contains 36025 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 723 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952912.000000 Penalty: 136791.531250
Iteration 169Q: 39 clusters Score -2.259529e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 11126 members 
Mstep: Class 3 contains 47321 members 
Mstep: Class 4 contains 183650 members 
Mstep: Class 5 contains 186682 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 22023 members 
Mstep: Class 9 contains 23623 members 
Mstep: Class 10 contains 21655 members 
Mstep: Class 11 contains 42826 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 96953 members 
Mstep: Class 15 contains 122935 members 
Mstep: Class 16 contains 199188 members 
Mstep: Class 17 contains 15189 members 
Mstep: Class 18 contains 78280 members 
Mstep: Class 19 contains 13057 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 223964 members 
Mstep: Class 22 contains 159372 members 
Mstep: Class 23 contains 28078 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36671 members 
Mstep: Class 26 contains 7357 members 
Mstep: Class 27 contains 10657 members 
Mstep: Class 28 contains 122158 members 
Mstep: Class 29 contains 14813 members 
Mstep: Class 30 contains 8963 members 
Mstep: Class 31 contains 8665 members 
Mstep: Class 32 contains 168999 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 18999 members 
Mstep: Class 35 contains 35996 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953104.000000 Penalty: 136791.531250
Iteration 170Q: 39 clusters Score -2.259531e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 11117 members 
Mstep: Class 3 contains 47308 members 
Mstep: Class 4 contains 183732 members 
Mstep: Class 5 contains 186690 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 22030 members 
Mstep: Class 9 contains 23623 members 
Mstep: Class 10 contains 21700 members 
Mstep: Class 11 contains 42818 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 96901 members 
Mstep: Class 15 contains 123140 members 
Mstep: Class 16 contains 199183 members 
Mstep: Class 17 contains 15198 members 
Mstep: Class 18 contains 78283 members 
Mstep: Class 19 contains 13059 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 224779 members 
Mstep: Class 22 contains 157854 members 
Mstep: Class 23 contains 28122 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36666 members 
Mstep: Class 26 contains 7358 members 
Mstep: Class 27 contains 10651 members 
Mstep: Class 28 contains 122583 members 
Mstep: Class 29 contains 14829 members 
Mstep: Class 30 contains 8967 members 
Mstep: Class 31 contains 8677 members 
Mstep: Class 32 contains 168939 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19030 members 
Mstep: Class 35 contains 35948 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952656.000000 Penalty: 136791.531250
Iteration 171Q: 39 clusters Score -2.259527e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 11099 members 
Mstep: Class 3 contains 47292 members 
Mstep: Class 4 contains 183852 members 
Mstep: Class 5 contains 186702 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 22026 members 
Mstep: Class 9 contains 23617 members 
Mstep: Class 10 contains 21745 members 
Mstep: Class 11 contains 42819 members 
Mstep: Class 12 contains 11209 members 
Mstep: Class 13 contains 14977 members 
Mstep: Class 14 contains 96849 members 
Mstep: Class 15 contains 123376 members 
Mstep: Class 16 contains 199174 members 
Mstep: Class 17 contains 15192 members 
Mstep: Class 18 contains 78273 members 
Mstep: Class 19 contains 13052 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 225586 members 
Mstep: Class 22 contains 156311 members 
Mstep: Class 23 contains 28169 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36654 members 
Mstep: Class 26 contains 7359 members 
Mstep: Class 27 contains 10632 members 
Mstep: Class 28 contains 123028 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 8971 members 
Mstep: Class 31 contains 8687 members 
Mstep: Class 32 contains 168919 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19057 members 
Mstep: Class 35 contains 35911 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953072.000000 Penalty: 136791.531250
Iteration 172Q: 39 clusters Score -2.259531e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 11094 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 183944 members 
Mstep: Class 5 contains 186713 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5385 members 
Mstep: Class 8 contains 22038 members 
Mstep: Class 9 contains 23610 members 
Mstep: Class 10 contains 21773 members 
Mstep: Class 11 contains 42807 members 
Mstep: Class 12 contains 11216 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 96797 members 
Mstep: Class 15 contains 123650 members 
Mstep: Class 16 contains 199172 members 
Mstep: Class 17 contains 15192 members 
Mstep: Class 18 contains 78277 members 
Mstep: Class 19 contains 13046 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 226373 members 
Mstep: Class 22 contains 154662 members 
Mstep: Class 23 contains 28216 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36641 members 
Mstep: Class 26 contains 7360 members 
Mstep: Class 27 contains 10614 members 
Mstep: Class 28 contains 123536 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 8980 members 
Mstep: Class 31 contains 8702 members 
Mstep: Class 32 contains 168935 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19075 members 
Mstep: Class 35 contains 35878 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952816.000000 Penalty: 136791.531250
Iteration 173Q: 39 clusters Score -2.259528e+08 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 11082 members 
Mstep: Class 3 contains 47268 members 
Mstep: Class 4 contains 184018 members 
Mstep: Class 5 contains 186728 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 22050 members 
Mstep: Class 9 contains 23607 members 
Mstep: Class 10 contains 21821 members 
Mstep: Class 11 contains 42786 members 
Mstep: Class 12 contains 11229 members 
Mstep: Class 13 contains 14974 members 
Mstep: Class 14 contains 96746 members 
Mstep: Class 15 contains 123906 members 
Mstep: Class 16 contains 199163 members 
Mstep: Class 17 contains 15195 members 
Mstep: Class 18 contains 78251 members 
Mstep: Class 19 contains 13044 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 227234 members 
Mstep: Class 22 contains 152951 members 
Mstep: Class 23 contains 28269 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36633 members 
Mstep: Class 26 contains 7365 members 
Mstep: Class 27 contains 10604 members 
Mstep: Class 28 contains 124025 members 
Mstep: Class 29 contains 14847 members 
Mstep: Class 30 contains 8983 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 168959 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19098 members 
Mstep: Class 35 contains 35862 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952400.000000 Penalty: 136791.531250
Iteration 174Q: 39 clusters Score -2.259524e+08 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 11092 members 
Mstep: Class 3 contains 47248 members 
Mstep: Class 4 contains 184132 members 
Mstep: Class 5 contains 186739 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 22065 members 
Mstep: Class 9 contains 23595 members 
Mstep: Class 10 contains 21871 members 
Mstep: Class 11 contains 42770 members 
Mstep: Class 12 contains 11234 members 
Mstep: Class 13 contains 14971 members 
Mstep: Class 14 contains 96689 members 
Mstep: Class 15 contains 124184 members 
Mstep: Class 16 contains 199159 members 
Mstep: Class 17 contains 15198 members 
Mstep: Class 18 contains 78244 members 
Mstep: Class 19 contains 13038 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 228070 members 
Mstep: Class 22 contains 151167 members 
Mstep: Class 23 contains 28330 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36631 members 
Mstep: Class 26 contains 7367 members 
Mstep: Class 27 contains 10579 members 
Mstep: Class 28 contains 124547 members 
Mstep: Class 29 contains 14855 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 8730 members 
Mstep: Class 32 contains 168986 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19115 members 
Mstep: Class 35 contains 35842 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952368.000000 Penalty: 136791.531250
Iteration 175Q: 39 clusters Score -2.259524e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 11101 members 
Mstep: Class 3 contains 47218 members 
Mstep: Class 4 contains 184229 members 
Mstep: Class 5 contains 186740 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5383 members 
Mstep: Class 8 contains 22099 members 
Mstep: Class 9 contains 23595 members 
Mstep: Class 10 contains 21923 members 
Mstep: Class 11 contains 42746 members 
Mstep: Class 12 contains 11241 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 96633 members 
Mstep: Class 15 contains 124499 members 
Mstep: Class 16 contains 199124 members 
Mstep: Class 17 contains 15203 members 
Mstep: Class 18 contains 78213 members 
Mstep: Class 19 contains 13043 members 
Mstep: Class 20 contains 7295 members 
Mstep: Class 21 contains 228841 members 
Mstep: Class 22 contains 149378 members 
Mstep: Class 23 contains 28387 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36623 members 
Mstep: Class 26 contains 7372 members 
Mstep: Class 27 contains 10566 members 
Mstep: Class 28 contains 125108 members 
Mstep: Class 29 contains 14859 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 8738 members 
Mstep: Class 32 contains 169056 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19138 members 
Mstep: Class 35 contains 35819 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952160.000000 Penalty: 136791.531250
Iteration 176Q: 39 clusters Score -2.259522e+08 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 11108 members 
Mstep: Class 3 contains 47191 members 
Mstep: Class 4 contains 184301 members 
Mstep: Class 5 contains 186742 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 22127 members 
Mstep: Class 9 contains 23589 members 
Mstep: Class 10 contains 21991 members 
Mstep: Class 11 contains 42714 members 
Mstep: Class 12 contains 11255 members 
Mstep: Class 13 contains 14978 members 
Mstep: Class 14 contains 96576 members 
Mstep: Class 15 contains 124832 members 
Mstep: Class 16 contains 199104 members 
Mstep: Class 17 contains 15204 members 
Mstep: Class 18 contains 78182 members 
Mstep: Class 19 contains 13046 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 229647 members 
Mstep: Class 22 contains 147579 members 
Mstep: Class 23 contains 28451 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36607 members 
Mstep: Class 26 contains 7375 members 
Mstep: Class 27 contains 10551 members 
Mstep: Class 28 contains 125638 members 
Mstep: Class 29 contains 14860 members 
Mstep: Class 30 contains 8989 members 
Mstep: Class 31 contains 8749 members 
Mstep: Class 32 contains 169120 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19150 members 
Mstep: Class 35 contains 35811 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951888.000000 Penalty: 136791.531250
Iteration 177Q: 39 clusters Score -2.259519e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 11107 members 
Mstep: Class 3 contains 47161 members 
Mstep: Class 4 contains 184372 members 
Mstep: Class 5 contains 186757 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 23582 members 
Mstep: Class 10 contains 22079 members 
Mstep: Class 11 contains 42693 members 
Mstep: Class 12 contains 11261 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 96512 members 
Mstep: Class 15 contains 125133 members 
Mstep: Class 16 contains 199084 members 
Mstep: Class 17 contains 15201 members 
Mstep: Class 18 contains 78144 members 
Mstep: Class 19 contains 13047 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 230487 members 
Mstep: Class 22 contains 145755 members 
Mstep: Class 23 contains 28526 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36598 members 
Mstep: Class 26 contains 7381 members 
Mstep: Class 27 contains 10532 members 
Mstep: Class 28 contains 126167 members 
Mstep: Class 29 contains 14866 members 
Mstep: Class 30 contains 8991 members 
Mstep: Class 31 contains 8764 members 
Mstep: Class 32 contains 169176 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19159 members 
Mstep: Class 35 contains 35819 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951952.000000 Penalty: 136791.531250
Iteration 178Q: 39 clusters Score -2.25952e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 11116 members 
Mstep: Class 3 contains 47126 members 
Mstep: Class 4 contains 184448 members 
Mstep: Class 5 contains 186781 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5384 members 
Mstep: Class 8 contains 22172 members 
Mstep: Class 9 contains 23569 members 
Mstep: Class 10 contains 22178 members 
Mstep: Class 11 contains 42670 members 
Mstep: Class 12 contains 11269 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 96453 members 
Mstep: Class 15 contains 125456 members 
Mstep: Class 16 contains 199053 members 
Mstep: Class 17 contains 15195 members 
Mstep: Class 18 contains 78098 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 7298 members 
Mstep: Class 21 contains 231325 members 
Mstep: Class 22 contains 143905 members 
Mstep: Class 23 contains 28569 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36589 members 
Mstep: Class 26 contains 7387 members 
Mstep: Class 27 contains 10518 members 
Mstep: Class 28 contains 126705 members 
Mstep: Class 29 contains 14872 members 
Mstep: Class 30 contains 8988 members 
Mstep: Class 31 contains 8777 members 
Mstep: Class 32 contains 169273 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19170 members 
Mstep: Class 35 contains 35812 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952208.000000 Penalty: 136791.531250
Iteration 179Q: 39 clusters Score -2.259522e+08 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 11130 members 
Mstep: Class 3 contains 47106 members 
Mstep: Class 4 contains 184532 members 
Mstep: Class 5 contains 186796 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 22185 members 
Mstep: Class 9 contains 23557 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 11299 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 96390 members 
Mstep: Class 15 contains 125761 members 
Mstep: Class 16 contains 199029 members 
Mstep: Class 17 contains 15198 members 
Mstep: Class 18 contains 78049 members 
Mstep: Class 19 contains 13044 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 232205 members 
Mstep: Class 22 contains 141910 members 
Mstep: Class 23 contains 28621 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36576 members 
Mstep: Class 26 contains 7388 members 
Mstep: Class 27 contains 10512 members 
Mstep: Class 28 contains 127290 members 
Mstep: Class 29 contains 14871 members 
Mstep: Class 30 contains 8989 members 
Mstep: Class 31 contains 8792 members 
Mstep: Class 32 contains 169355 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19183 members 
Mstep: Class 35 contains 35827 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952192.000000 Penalty: 136791.531250
Iteration 180F: 39 clusters Score -2.259522e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 11142 members 
Mstep: Class 3 contains 47095 members 
Mstep: Class 4 contains 184587 members 
Mstep: Class 5 contains 186798 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 22201 members 
Mstep: Class 9 contains 23547 members 
Mstep: Class 10 contains 22447 members 
Mstep: Class 11 contains 42625 members 
Mstep: Class 12 contains 11319 members 
Mstep: Class 13 contains 15019 members 
Mstep: Class 14 contains 96315 members 
Mstep: Class 15 contains 126074 members 
Mstep: Class 16 contains 199012 members 
Mstep: Class 17 contains 15201 members 
Mstep: Class 18 contains 78029 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 233085 members 
Mstep: Class 22 contains 139900 members 
Mstep: Class 23 contains 28670 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36565 members 
Mstep: Class 26 contains 7390 members 
Mstep: Class 27 contains 10506 members 
Mstep: Class 28 contains 127860 members 
Mstep: Class 29 contains 14880 members 
Mstep: Class 30 contains 8995 members 
Mstep: Class 31 contains 8808 members 
Mstep: Class 32 contains 169454 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19187 members 
Mstep: Class 35 contains 35833 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952160.000000 Penalty: 136791.531250
Iteration 181Q: 39 clusters Score -2.259522e+08 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 47075 members 
Mstep: Class 4 contains 184622 members 
Mstep: Class 5 contains 186830 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23539 members 
Mstep: Class 10 contains 22574 members 
Mstep: Class 11 contains 42609 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 15022 members 
Mstep: Class 14 contains 96241 members 
Mstep: Class 15 contains 126383 members 
Mstep: Class 16 contains 198980 members 
Mstep: Class 17 contains 15189 members 
Mstep: Class 18 contains 78047 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 234074 members 
Mstep: Class 22 contains 137842 members 
Mstep: Class 23 contains 28707 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36553 members 
Mstep: Class 26 contains 7391 members 
Mstep: Class 27 contains 10496 members 
Mstep: Class 28 contains 128445 members 
Mstep: Class 29 contains 14884 members 
Mstep: Class 30 contains 9000 members 
Mstep: Class 31 contains 8825 members 
Mstep: Class 32 contains 169523 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19191 members 
Mstep: Class 35 contains 35823 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951920.000000 Penalty: 136791.531250
Iteration 182Q: 39 clusters Score -2.259519e+08 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 11171 members 
Mstep: Class 3 contains 47054 members 
Mstep: Class 4 contains 184634 members 
Mstep: Class 5 contains 186840 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 22229 members 
Mstep: Class 9 contains 23536 members 
Mstep: Class 10 contains 22723 members 
Mstep: Class 11 contains 42597 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 15023 members 
Mstep: Class 14 contains 96177 members 
Mstep: Class 15 contains 126685 members 
Mstep: Class 16 contains 198952 members 
Mstep: Class 17 contains 15207 members 
Mstep: Class 18 contains 78059 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 235089 members 
Mstep: Class 22 contains 135746 members 
Mstep: Class 23 contains 28770 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36540 members 
Mstep: Class 26 contains 7391 members 
Mstep: Class 27 contains 10482 members 
Mstep: Class 28 contains 129038 members 
Mstep: Class 29 contains 14884 members 
Mstep: Class 30 contains 9002 members 
Mstep: Class 31 contains 8836 members 
Mstep: Class 32 contains 169598 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19193 members 
Mstep: Class 35 contains 35803 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952416.000000 Penalty: 136791.531250
Iteration 183Q: 39 clusters Score -2.259524e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 11186 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 184626 members 
Mstep: Class 5 contains 186861 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 22233 members 
Mstep: Class 9 contains 23532 members 
Mstep: Class 10 contains 22879 members 
Mstep: Class 11 contains 42575 members 
Mstep: Class 12 contains 11375 members 
Mstep: Class 13 contains 15030 members 
Mstep: Class 14 contains 96112 members 
Mstep: Class 15 contains 126994 members 
Mstep: Class 16 contains 198927 members 
Mstep: Class 17 contains 15227 members 
Mstep: Class 18 contains 78076 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 7294 members 
Mstep: Class 21 contains 236231 members 
Mstep: Class 22 contains 133590 members 
Mstep: Class 23 contains 28810 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36520 members 
Mstep: Class 26 contains 7394 members 
Mstep: Class 27 contains 10474 members 
Mstep: Class 28 contains 129641 members 
Mstep: Class 29 contains 14886 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 8849 members 
Mstep: Class 32 contains 169647 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19197 members 
Mstep: Class 35 contains 35770 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952768.000000 Penalty: 136791.531250
Iteration 184Q: 39 clusters Score -2.259528e+08 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 11207 members 
Mstep: Class 3 contains 47009 members 
Mstep: Class 4 contains 184629 members 
Mstep: Class 5 contains 186884 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 22238 members 
Mstep: Class 9 contains 23523 members 
Mstep: Class 10 contains 23031 members 
Mstep: Class 11 contains 42565 members 
Mstep: Class 12 contains 11396 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 96053 members 
Mstep: Class 15 contains 127305 members 
Mstep: Class 16 contains 198893 members 
Mstep: Class 17 contains 15237 members 
Mstep: Class 18 contains 78089 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 7296 members 
Mstep: Class 21 contains 237363 members 
Mstep: Class 22 contains 131451 members 
Mstep: Class 23 contains 28867 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36508 members 
Mstep: Class 26 contains 7397 members 
Mstep: Class 27 contains 10452 members 
Mstep: Class 28 contains 130207 members 
Mstep: Class 29 contains 14884 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 8858 members 
Mstep: Class 32 contains 169698 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19213 members 
Mstep: Class 35 contains 35714 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952896.000000 Penalty: 136791.531250
Iteration 185Q: 39 clusters Score -2.259529e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61126 members 
Mstep: Class 2 contains 11234 members 
Mstep: Class 3 contains 46977 members 
Mstep: Class 4 contains 184648 members 
Mstep: Class 5 contains 186896 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 22237 members 
Mstep: Class 9 contains 23522 members 
Mstep: Class 10 contains 23186 members 
Mstep: Class 11 contains 42559 members 
Mstep: Class 12 contains 11414 members 
Mstep: Class 13 contains 15057 members 
Mstep: Class 14 contains 96008 members 
Mstep: Class 15 contains 127571 members 
Mstep: Class 16 contains 198846 members 
Mstep: Class 17 contains 15247 members 
Mstep: Class 18 contains 78128 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 238483 members 
Mstep: Class 22 contains 129327 members 
Mstep: Class 23 contains 28929 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36495 members 
Mstep: Class 26 contains 7398 members 
Mstep: Class 27 contains 10445 members 
Mstep: Class 28 contains 130803 members 
Mstep: Class 29 contains 14882 members 
Mstep: Class 30 contains 9005 members 
Mstep: Class 31 contains 8862 members 
Mstep: Class 32 contains 169704 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19229 members 
Mstep: Class 35 contains 35680 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953648.000000 Penalty: 136791.531250
Iteration 186Q: 39 clusters Score -2.259536e+08 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 11262 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 184709 members 
Mstep: Class 5 contains 186917 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22241 members 
Mstep: Class 9 contains 23506 members 
Mstep: Class 10 contains 23367 members 
Mstep: Class 11 contains 42534 members 
Mstep: Class 12 contains 11425 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 95962 members 
Mstep: Class 15 contains 127835 members 
Mstep: Class 16 contains 198785 members 
Mstep: Class 17 contains 15268 members 
Mstep: Class 18 contains 78133 members 
Mstep: Class 19 contains 13045 members 
Mstep: Class 20 contains 7300 members 
Mstep: Class 21 contains 239561 members 
Mstep: Class 22 contains 127270 members 
Mstep: Class 23 contains 28959 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36483 members 
Mstep: Class 26 contains 7401 members 
Mstep: Class 27 contains 10435 members 
Mstep: Class 28 contains 131397 members 
Mstep: Class 29 contains 14884 members 
Mstep: Class 30 contains 9008 members 
Mstep: Class 31 contains 8859 members 
Mstep: Class 32 contains 169725 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19241 members 
Mstep: Class 35 contains 35640 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954064.000000 Penalty: 136791.531250
Iteration 187Q: 39 clusters Score -2.259541e+08 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 11308 members 
Mstep: Class 3 contains 46913 members 
Mstep: Class 4 contains 184795 members 
Mstep: Class 5 contains 186941 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 22244 members 
Mstep: Class 9 contains 23498 members 
Mstep: Class 10 contains 23554 members 
Mstep: Class 11 contains 42517 members 
Mstep: Class 12 contains 11437 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 95912 members 
Mstep: Class 15 contains 128093 members 
Mstep: Class 16 contains 198733 members 
Mstep: Class 17 contains 15273 members 
Mstep: Class 18 contains 78145 members 
Mstep: Class 19 contains 13047 members 
Mstep: Class 20 contains 7302 members 
Mstep: Class 21 contains 240559 members 
Mstep: Class 22 contains 125215 members 
Mstep: Class 23 contains 29004 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36474 members 
Mstep: Class 26 contains 7405 members 
Mstep: Class 27 contains 10426 members 
Mstep: Class 28 contains 131989 members 
Mstep: Class 29 contains 14888 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 8867 members 
Mstep: Class 32 contains 169735 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19247 members 
Mstep: Class 35 contains 35614 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 725 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953648.000000 Penalty: 136791.531250
Iteration 188Q: 39 clusters Score -2.259536e+08 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60980 members 
Mstep: Class 2 contains 11371 members 
Mstep: Class 3 contains 46879 members 
Mstep: Class 4 contains 184868 members 
Mstep: Class 5 contains 186967 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 23499 members 
Mstep: Class 10 contains 23756 members 
Mstep: Class 11 contains 42510 members 
Mstep: Class 12 contains 11448 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 95838 members 
Mstep: Class 15 contains 128374 members 
Mstep: Class 16 contains 198689 members 
Mstep: Class 17 contains 15281 members 
Mstep: Class 18 contains 78121 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 7305 members 
Mstep: Class 21 contains 241538 members 
Mstep: Class 22 contains 123178 members 
Mstep: Class 23 contains 29015 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36456 members 
Mstep: Class 26 contains 7408 members 
Mstep: Class 27 contains 10434 members 
Mstep: Class 28 contains 132588 members 
Mstep: Class 29 contains 14889 members 
Mstep: Class 30 contains 9004 members 
Mstep: Class 31 contains 8876 members 
Mstep: Class 32 contains 169768 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19255 members 
Mstep: Class 35 contains 35566 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953744.000000 Penalty: 136791.531250
Iteration 189Q: 39 clusters Score -2.259537e+08 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60927 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 46851 members 
Mstep: Class 4 contains 184951 members 
Mstep: Class 5 contains 187009 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 22255 members 
Mstep: Class 9 contains 23491 members 
Mstep: Class 10 contains 24011 members 
Mstep: Class 11 contains 42495 members 
Mstep: Class 12 contains 11463 members 
Mstep: Class 13 contains 15092 members 
Mstep: Class 14 contains 95772 members 
Mstep: Class 15 contains 128643 members 
Mstep: Class 16 contains 198624 members 
Mstep: Class 17 contains 15265 members 
Mstep: Class 18 contains 78059 members 
Mstep: Class 19 contains 13054 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 242447 members 
Mstep: Class 22 contains 121252 members 
Mstep: Class 23 contains 29025 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36446 members 
Mstep: Class 26 contains 7412 members 
Mstep: Class 27 contains 10434 members 
Mstep: Class 28 contains 133132 members 
Mstep: Class 29 contains 14889 members 
Mstep: Class 30 contains 9004 members 
Mstep: Class 31 contains 8895 members 
Mstep: Class 32 contains 169799 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19269 members 
Mstep: Class 35 contains 35513 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954608.000000 Penalty: 136791.531250
Iteration 190Q: 39 clusters Score -2.259546e+08 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 11534 members 
Mstep: Class 3 contains 46830 members 
Mstep: Class 4 contains 185008 members 
Mstep: Class 5 contains 187046 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5390 members 
Mstep: Class 8 contains 22253 members 
Mstep: Class 9 contains 23478 members 
Mstep: Class 10 contains 24351 members 
Mstep: Class 11 contains 42477 members 
Mstep: Class 12 contains 11482 members 
Mstep: Class 13 contains 15095 members 
Mstep: Class 14 contains 95709 members 
Mstep: Class 15 contains 128887 members 
Mstep: Class 16 contains 198537 members 
Mstep: Class 17 contains 15244 members 
Mstep: Class 18 contains 77908 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 7311 members 
Mstep: Class 21 contains 243296 members 
Mstep: Class 22 contains 119514 members 
Mstep: Class 23 contains 29036 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36426 members 
Mstep: Class 26 contains 7417 members 
Mstep: Class 27 contains 10430 members 
Mstep: Class 28 contains 133699 members 
Mstep: Class 29 contains 14887 members 
Mstep: Class 30 contains 9008 members 
Mstep: Class 31 contains 8915 members 
Mstep: Class 32 contains 169828 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19288 members 
Mstep: Class 35 contains 35423 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954816.000000 Penalty: 136791.531250
Iteration 191Q: 39 clusters Score -2.259548e+08 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 11634 members 
Mstep: Class 3 contains 46804 members 
Mstep: Class 4 contains 185071 members 
Mstep: Class 5 contains 187092 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 22267 members 
Mstep: Class 9 contains 23465 members 
Mstep: Class 10 contains 24745 members 
Mstep: Class 11 contains 42446 members 
Mstep: Class 12 contains 11490 members 
Mstep: Class 13 contains 15090 members 
Mstep: Class 14 contains 95642 members 
Mstep: Class 15 contains 129149 members 
Mstep: Class 16 contains 198454 members 
Mstep: Class 17 contains 15234 members 
Mstep: Class 18 contains 77723 members 
Mstep: Class 19 contains 13058 members 
Mstep: Class 20 contains 7310 members 
Mstep: Class 21 contains 244065 members 
Mstep: Class 22 contains 117855 members 
Mstep: Class 23 contains 29044 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36400 members 
Mstep: Class 26 contains 7422 members 
Mstep: Class 27 contains 10418 members 
Mstep: Class 28 contains 134231 members 
Mstep: Class 29 contains 14891 members 
Mstep: Class 30 contains 9000 members 
Mstep: Class 31 contains 8939 members 
Mstep: Class 32 contains 169856 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19302 members 
Mstep: Class 35 contains 35318 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954704.000000 Penalty: 136791.531250
Iteration 192Q: 39 clusters Score -2.259547e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 46778 members 
Mstep: Class 4 contains 185122 members 
Mstep: Class 5 contains 187135 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 22270 members 
Mstep: Class 9 contains 23457 members 
Mstep: Class 10 contains 25194 members 
Mstep: Class 11 contains 42424 members 
Mstep: Class 12 contains 11501 members 
Mstep: Class 13 contains 15088 members 
Mstep: Class 14 contains 95585 members 
Mstep: Class 15 contains 129394 members 
Mstep: Class 16 contains 198376 members 
Mstep: Class 17 contains 15220 members 
Mstep: Class 18 contains 77452 members 
Mstep: Class 19 contains 13056 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 244696 members 
Mstep: Class 22 contains 116363 members 
Mstep: Class 23 contains 29050 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36374 members 
Mstep: Class 26 contains 7425 members 
Mstep: Class 27 contains 10414 members 
Mstep: Class 28 contains 134728 members 
Mstep: Class 29 contains 14896 members 
Mstep: Class 30 contains 8995 members 
Mstep: Class 31 contains 8954 members 
Mstep: Class 32 contains 169913 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19306 members 
Mstep: Class 35 contains 35192 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954384.000000 Penalty: 136791.531250
Iteration 193Q: 39 clusters Score -2.259544e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 46761 members 
Mstep: Class 4 contains 185155 members 
Mstep: Class 5 contains 187171 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22254 members 
Mstep: Class 9 contains 23451 members 
Mstep: Class 10 contains 25769 members 
Mstep: Class 11 contains 42394 members 
Mstep: Class 12 contains 11516 members 
Mstep: Class 13 contains 15096 members 
Mstep: Class 14 contains 95531 members 
Mstep: Class 15 contains 129649 members 
Mstep: Class 16 contains 198292 members 
Mstep: Class 17 contains 15200 members 
Mstep: Class 18 contains 77035 members 
Mstep: Class 19 contains 13063 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 245363 members 
Mstep: Class 22 contains 114920 members 
Mstep: Class 23 contains 29055 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36357 members 
Mstep: Class 26 contains 7427 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 135208 members 
Mstep: Class 29 contains 14902 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 8967 members 
Mstep: Class 32 contains 169935 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19313 members 
Mstep: Class 35 contains 35044 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954272.000000 Penalty: 136791.531250
Iteration 194Q: 39 clusters Score -2.259543e+08 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 12103 members 
Mstep: Class 3 contains 46750 members 
Mstep: Class 4 contains 185149 members 
Mstep: Class 5 contains 187205 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 8 contains 22249 members 
Mstep: Class 9 contains 23444 members 
Mstep: Class 10 contains 26366 members 
Mstep: Class 11 contains 42368 members 
Mstep: Class 12 contains 11529 members 
Mstep: Class 13 contains 15106 members 
Mstep: Class 14 contains 95466 members 
Mstep: Class 15 contains 129930 members 
Mstep: Class 16 contains 198217 members 
Mstep: Class 17 contains 15195 members 
Mstep: Class 18 contains 76531 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7308 members 
Mstep: Class 21 contains 245969 members 
Mstep: Class 22 contains 113547 members 
Mstep: Class 23 contains 29061 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36331 members 
Mstep: Class 26 contains 7429 members 
Mstep: Class 27 contains 10409 members 
Mstep: Class 28 contains 135682 members 
Mstep: Class 29 contains 14899 members 
Mstep: Class 30 contains 8992 members 
Mstep: Class 31 contains 8990 members 
Mstep: Class 32 contains 169999 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19328 members 
Mstep: Class 35 contains 34895 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954272.000000 Penalty: 136791.531250
Iteration 195Q: 39 clusters Score -2.259543e+08 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 12327 members 
Mstep: Class 3 contains 46731 members 
Mstep: Class 4 contains 185105 members 
Mstep: Class 5 contains 187235 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5397 members 
Mstep: Class 8 contains 22242 members 
Mstep: Class 9 contains 23433 members 
Mstep: Class 10 contains 27073 members 
Mstep: Class 11 contains 42352 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 15117 members 
Mstep: Class 14 contains 95400 members 
Mstep: Class 15 contains 130187 members 
Mstep: Class 16 contains 198136 members 
Mstep: Class 17 contains 15167 members 
Mstep: Class 18 contains 75945 members 
Mstep: Class 19 contains 13070 members 
Mstep: Class 20 contains 7309 members 
Mstep: Class 21 contains 246475 members 
Mstep: Class 22 contains 112419 members 
Mstep: Class 23 contains 29083 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36311 members 
Mstep: Class 26 contains 7434 members 
Mstep: Class 27 contains 10412 members 
Mstep: Class 28 contains 136113 members 
Mstep: Class 29 contains 14899 members 
Mstep: Class 30 contains 8988 members 
Mstep: Class 31 contains 9009 members 
Mstep: Class 32 contains 169958 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19344 members 
Mstep: Class 35 contains 34728 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955376.000000 Penalty: 136791.531250
Iteration 196Q: 39 clusters Score -2.259554e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 12525 members 
Mstep: Class 3 contains 46725 members 
Mstep: Class 4 contains 185106 members 
Mstep: Class 5 contains 187273 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 22229 members 
Mstep: Class 9 contains 23416 members 
Mstep: Class 10 contains 27917 members 
Mstep: Class 11 contains 42333 members 
Mstep: Class 12 contains 11543 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 95340 members 
Mstep: Class 15 contains 130402 members 
Mstep: Class 16 contains 198058 members 
Mstep: Class 17 contains 15128 members 
Mstep: Class 18 contains 75260 members 
Mstep: Class 19 contains 13069 members 
Mstep: Class 20 contains 7316 members 
Mstep: Class 21 contains 246980 members 
Mstep: Class 22 contains 111310 members 
Mstep: Class 23 contains 29086 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36299 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 10410 members 
Mstep: Class 28 contains 136519 members 
Mstep: Class 29 contains 14895 members 
Mstep: Class 30 contains 8985 members 
Mstep: Class 31 contains 9024 members 
Mstep: Class 32 contains 169875 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19372 members 
Mstep: Class 35 contains 34605 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955184.000000 Penalty: 136791.531250
Iteration 197Q: 39 clusters Score -2.259552e+08 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 12685 members 
Mstep: Class 3 contains 46709 members 
Mstep: Class 4 contains 185078 members 
Mstep: Class 5 contains 187302 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 22232 members 
Mstep: Class 9 contains 23406 members 
Mstep: Class 10 contains 28792 members 
Mstep: Class 11 contains 42319 members 
Mstep: Class 12 contains 11563 members 
Mstep: Class 13 contains 15129 members 
Mstep: Class 14 contains 95280 members 
Mstep: Class 15 contains 130623 members 
Mstep: Class 16 contains 197964 members 
Mstep: Class 17 contains 15055 members 
Mstep: Class 18 contains 74572 members 
Mstep: Class 19 contains 13070 members 
Mstep: Class 20 contains 7320 members 
Mstep: Class 21 contains 247430 members 
Mstep: Class 22 contains 110255 members 
Mstep: Class 23 contains 29103 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36279 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 10419 members 
Mstep: Class 28 contains 136952 members 
Mstep: Class 29 contains 14894 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 9066 members 
Mstep: Class 32 contains 169827 members 
Mstep: Class 33 contains 761 members 
Mstep: Class 34 contains 19401 members 
Mstep: Class 35 contains 34450 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955424.000000 Penalty: 136791.531250
Iteration 198Q: 39 clusters Score -2.259554e+08 nChanged 5282
Entering ConstructFrom: 
Score: -225955424.000000 Penalty: 136791.531250
Entering ConstructFrom: 
Trying to split cluster 1 (60600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Entering Unmasked Estep 
Score: -7031940.000000 Penalty: 2730.988525
	Iteration 0F: 2 clusters Score -7031940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -6991257.500000 Penalty: 5461.977051
	Iteration 0F: 3 clusters Score -6991258 nChanged 28140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -7007795.500000 Penalty: 5461.977051
	Iteration 1F: 3 clusters Score -7007796 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -7008833.500000 Penalty: 5461.977051
	Iteration 2Q: 3 clusters Score -7008834 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7010267.500000 Penalty: 5461.977051
	Iteration 3Q: 3 clusters Score -7010268 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -7011972.500000 Penalty: 5461.977051
	Iteration 4F: 3 clusters Score -7011972 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7014264.000000 Penalty: 5461.977051
	Iteration 5F: 3 clusters Score -7014264 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -7016972.500000 Penalty: 5461.977051
	Iteration 6F: 3 clusters Score -7016972 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -7020135.500000 Penalty: 5461.977051
	Iteration 7F: 3 clusters Score -7020136 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -7023145.000000 Penalty: 5461.977051
	Iteration 8F: 3 clusters Score -7023145 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -7025534.000000 Penalty: 5461.977051
	Iteration 9Q: 3 clusters Score -7025534 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -7027084.500000 Penalty: 5461.977051
	Iteration 10Q: 3 clusters Score -7027084 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -7028070.500000 Penalty: 5461.977051
	Iteration 11Q: 3 clusters Score -7028070 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -7028728.000000 Penalty: 5461.977051
	Iteration 12Q: 3 clusters Score -7028728 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -7029127.000000 Penalty: 5461.977051
	Iteration 13Q: 3 clusters Score -7029127 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -7029364.500000 Penalty: 5461.977051
	Iteration 14Q: 3 clusters Score -7029364 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -7029496.500000 Penalty: 5461.977051
	Iteration 15Q: 3 clusters Score -7029496 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -7029609.500000 Penalty: 5461.977051
	Iteration 16Q: 3 clusters Score -7029610 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 58544 members 
Entering Unmasked Estep 
Score: -7029666.000000 Penalty: 5461.977051
	Iteration 17Q: 3 clusters Score -7029666 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -7029726.500000 Penalty: 5461.977051
	Iteration 18Q: 3 clusters Score -7029726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -7029763.000000 Penalty: 5461.977051
	Iteration 19Q: 3 clusters Score -7029763 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 58840 members 
Entering Unmasked Estep 
Score: -7029821.000000 Penalty: 5461.977051
	Iteration 20F: 3 clusters Score -7029821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -7029834.500000 Penalty: 5461.977051
	Iteration 21Q: 3 clusters Score -7029834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -7029858.000000 Penalty: 5461.977051
	Iteration 22Q: 3 clusters Score -7029858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -7029887.000000 Penalty: 5461.977051
	Iteration 23Q: 3 clusters Score -7029887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -7029898.500000 Penalty: 5461.977051
	Iteration 24Q: 3 clusters Score -7029898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -7029915.000000 Penalty: 5461.977051
	Iteration 25Q: 3 clusters Score -7029915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -7029930.500000 Penalty: 5461.977051
	Iteration 26Q: 3 clusters Score -7029930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -7029936.500000 Penalty: 5461.977051
	Iteration 27Q: 3 clusters Score -7029936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 59105 members 
Entering Unmasked Estep 
Score: -7029934.500000 Penalty: 5461.977051
	Iteration 28Q: 3 clusters Score -7029934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -7029936.000000 Penalty: 5461.977051
	Iteration 29Q: 3 clusters Score -7029936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -7029945.500000 Penalty: 5461.977051
	Iteration 30Q: 3 clusters Score -7029946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 59138 members 
Entering Unmasked Estep 
Score: -7029948.000000 Penalty: 5461.977051
	Iteration 31Q: 3 clusters Score -7029948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -7029968.500000 Penalty: 5461.977051
	Iteration 32Q: 3 clusters Score -7029968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -7029961.500000 Penalty: 5461.977051
	Iteration 33Q: 3 clusters Score -7029962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -7029956.000000 Penalty: 5461.977051
	Iteration 34Q: 3 clusters Score -7029956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -7029962.500000 Penalty: 5461.977051
	Iteration 35Q: 3 clusters Score -7029962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 59169 members 
Entering Unmasked Estep 
Score: -7029962.500000 Penalty: 5461.977051
	Iteration 36Q: 3 clusters Score -7029962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 59173 members 
Entering Unmasked Estep 
Score: -7029970.000000 Penalty: 5461.977051
	Iteration 37Q: 3 clusters Score -7029970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -7029977.000000 Penalty: 5461.977051
	Iteration 38Q: 3 clusters Score -7029977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -7029971.000000 Penalty: 5461.977051
	Iteration 39Q: 3 clusters Score -7029971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -7029975.000000 Penalty: 5461.977051
	Iteration 40F: 3 clusters Score -7029975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 59192 members 
Entering Unmasked Estep 
Score: -7029980.000000 Penalty: 5461.977051
	Iteration 41Q: 3 clusters Score -7029980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7029983.500000 Penalty: 5461.977051
	Iteration 42Q: 3 clusters Score -7029984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7029987.000000 Penalty: 5461.977051
	Iteration 43Q: 3 clusters Score -7029987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -7029983.500000 Penalty: 5461.977051
	Iteration 44Q: 3 clusters Score -7029984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7029990.500000 Penalty: 5461.977051
	Iteration 45Q: 3 clusters Score -7029990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -7029993.000000 Penalty: 5461.977051
	Iteration 46Q: 3 clusters Score -7029993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -7029992.500000 Penalty: 5461.977051
	Iteration 47Q: 3 clusters Score -7029992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -7029992.500000 Penalty: 5461.977051
	Iteration 48Q: 3 clusters Score -7029992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -7029994.000000 Penalty: 5461.977051
	Iteration 49Q: 3 clusters Score -7029994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -7029992.000000 Penalty: 5461.977051
	Iteration 50Q: 3 clusters Score -7029992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -7029997.000000 Penalty: 5461.977051
	Iteration 51Q: 3 clusters Score -7029997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -7029992.500000 Penalty: 5461.977051
	Iteration 52Q: 3 clusters Score -7029992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -7029993.500000 Penalty: 5461.977051
	Iteration 53Q: 3 clusters Score -7029994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -7029992.500000 Penalty: 5461.977051
	Iteration 54Q: 3 clusters Score -7029992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -7029993.000000 Penalty: 5461.977051
	Iteration 55Q: 3 clusters Score -7029993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -7029993.000000 Penalty: 5461.977051
	Iteration 56F: 3 clusters Score -7029993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Entering Unmasked Estep 
Score: -1471218.625000 Penalty: 2345.405029
	Iteration 0F: 2 clusters Score -1471219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1461700.125000 Penalty: 4690.810059
	Iteration 0F: 3 clusters Score -1461700 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1464579.625000 Penalty: 4690.810059
	Iteration 1F: 3 clusters Score -1464580 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1464942.250000 Penalty: 4690.810059
	Iteration 2F: 3 clusters Score -1464942 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1465232.750000 Penalty: 4690.810059
	Iteration 3F: 3 clusters Score -1465233 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1465485.625000 Penalty: 4690.810059
	Iteration 4Q: 3 clusters Score -1465486 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1465744.000000 Penalty: 4690.810059
	Iteration 5Q: 3 clusters Score -1465744 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1466071.500000 Penalty: 4690.810059
	Iteration 6Q: 3 clusters Score -1466072 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1466554.375000 Penalty: 4690.810059
	Iteration 7F: 3 clusters Score -1466554 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1467175.375000 Penalty: 4690.810059
	Iteration 8F: 3 clusters Score -1467175 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1467866.000000 Penalty: 4690.810059
	Iteration 9F: 3 clusters Score -1467866 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1468499.500000 Penalty: 4690.810059
	Iteration 10F: 3 clusters Score -1468500 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1469093.000000 Penalty: 4690.810059
	Iteration 11Q: 3 clusters Score -1469093 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1469604.625000 Penalty: 4690.810059
	Iteration 12Q: 3 clusters Score -1469605 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1470053.250000 Penalty: 4690.810059
	Iteration 13Q: 3 clusters Score -1470053 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1470318.875000 Penalty: 4690.810059
	Iteration 14Q: 3 clusters Score -1470319 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1470439.500000 Penalty: 4690.810059
	Iteration 15Q: 3 clusters Score -1470440 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1470509.625000 Penalty: 4690.810059
	Iteration 16Q: 3 clusters Score -1470510 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1470550.000000 Penalty: 4690.810059
	Iteration 17Q: 3 clusters Score -1470550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1470586.000000 Penalty: 4690.810059
	Iteration 18Q: 3 clusters Score -1470586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1470628.750000 Penalty: 4690.810059
	Iteration 19Q: 3 clusters Score -1470629 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1470666.500000 Penalty: 4690.810059
	Iteration 20F: 3 clusters Score -1470666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1470702.500000 Penalty: 4690.810059
	Iteration 21Q: 3 clusters Score -1470702 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1470742.250000 Penalty: 4690.810059
	Iteration 22Q: 3 clusters Score -1470742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1470772.125000 Penalty: 4690.810059
	Iteration 23Q: 3 clusters Score -1470772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1470798.625000 Penalty: 4690.810059
	Iteration 24Q: 3 clusters Score -1470799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1470821.375000 Penalty: 4690.810059
	Iteration 25Q: 3 clusters Score -1470821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1470848.875000 Penalty: 4690.810059
	Iteration 26Q: 3 clusters Score -1470849 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1470862.000000 Penalty: 4690.810059
	Iteration 27Q: 3 clusters Score -1470862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1470874.375000 Penalty: 4690.810059
	Iteration 28Q: 3 clusters Score -1470874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1470891.125000 Penalty: 4690.810059
	Iteration 29Q: 3 clusters Score -1470891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1470905.000000 Penalty: 4690.810059
	Iteration 30Q: 3 clusters Score -1470905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1470910.125000 Penalty: 4690.810059
	Iteration 31Q: 3 clusters Score -1470910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1470914.750000 Penalty: 4690.810059
	Iteration 32Q: 3 clusters Score -1470915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1470917.500000 Penalty: 4690.810059
	Iteration 33Q: 3 clusters Score -1470918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1470919.000000 Penalty: 4690.810059
	Iteration 34Q: 3 clusters Score -1470919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1470928.000000 Penalty: 4690.810059
	Iteration 35Q: 3 clusters Score -1470928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1470933.125000 Penalty: 4690.810059
	Iteration 36Q: 3 clusters Score -1470933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1470934.250000 Penalty: 4690.810059
	Iteration 37Q: 3 clusters Score -1470934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1470934.125000 Penalty: 4690.810059
	Iteration 38Q: 3 clusters Score -1470934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1470934.250000 Penalty: 4690.810059
	Iteration 39Q: 3 clusters Score -1470934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1470938.875000 Penalty: 4690.810059
	Iteration 40F: 3 clusters Score -1470939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1470937.875000 Penalty: 4690.810059
	Iteration 41Q: 3 clusters Score -1470938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1470939.750000 Penalty: 4690.810059
	Iteration 42Q: 3 clusters Score -1470940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1470936.000000 Penalty: 4690.810059
	Iteration 43Q: 3 clusters Score -1470936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1470936.000000 Penalty: 4690.810059
	Iteration 44F: 3 clusters Score -1470936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Entering Unmasked Estep 
Score: -4945217.000000 Penalty: 2666.291992
	Iteration 0F: 2 clusters Score -4945217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4913814.500000 Penalty: 5332.583984
	Iteration 0F: 3 clusters Score -4913814 nChanged 21491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4926480.500000 Penalty: 5332.583984
	Iteration 1F: 3 clusters Score -4926480 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4927956.000000 Penalty: 5332.583984
	Iteration 2F: 3 clusters Score -4927956 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4929828.500000 Penalty: 5332.583984
	Iteration 3F: 3 clusters Score -4929828 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -4931484.500000 Penalty: 5332.583984
	Iteration 4F: 3 clusters Score -4931484 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4932851.000000 Penalty: 5332.583984
	Iteration 5F: 3 clusters Score -4932851 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -4934038.000000 Penalty: 5332.583984
	Iteration 6F: 3 clusters Score -4934038 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -4935069.500000 Penalty: 5332.583984
	Iteration 7Q: 3 clusters Score -4935070 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -4935992.000000 Penalty: 5332.583984
	Iteration 8Q: 3 clusters Score -4935992 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4936864.500000 Penalty: 5332.583984
	Iteration 9Q: 3 clusters Score -4936864 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4937787.500000 Penalty: 5332.583984
	Iteration 10Q: 3 clusters Score -4937788 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4938567.500000 Penalty: 5332.583984
	Iteration 11Q: 3 clusters Score -4938568 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4939193.000000 Penalty: 5332.583984
	Iteration 12Q: 3 clusters Score -4939193 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4939659.500000 Penalty: 5332.583984
	Iteration 13Q: 3 clusters Score -4939660 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4940080.000000 Penalty: 5332.583984
	Iteration 14Q: 3 clusters Score -4940080 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -4940394.000000 Penalty: 5332.583984
	Iteration 15Q: 3 clusters Score -4940394 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4940709.000000 Penalty: 5332.583984
	Iteration 16Q: 3 clusters Score -4940709 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4941028.500000 Penalty: 5332.583984
	Iteration 17Q: 3 clusters Score -4941028 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4941338.000000 Penalty: 5332.583984
	Iteration 18Q: 3 clusters Score -4941338 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4941682.000000 Penalty: 5332.583984
	Iteration 19Q: 3 clusters Score -4941682 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4942016.000000 Penalty: 5332.583984
	Iteration 20F: 3 clusters Score -4942016 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -4942402.000000 Penalty: 5332.583984
	Iteration 21Q: 3 clusters Score -4942402 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -4942767.500000 Penalty: 5332.583984
	Iteration 22Q: 3 clusters Score -4942768 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -4943146.500000 Penalty: 5332.583984
	Iteration 23Q: 3 clusters Score -4943146 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -4943530.000000 Penalty: 5332.583984
	Iteration 24Q: 3 clusters Score -4943530 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -4943931.000000 Penalty: 5332.583984
	Iteration 25Q: 3 clusters Score -4943931 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -4944247.500000 Penalty: 5332.583984
	Iteration 26Q: 3 clusters Score -4944248 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -4944508.000000 Penalty: 5332.583984
	Iteration 27Q: 3 clusters Score -4944508 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -4944705.500000 Penalty: 5332.583984
	Iteration 28Q: 3 clusters Score -4944706 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4944860.500000 Penalty: 5332.583984
	Iteration 29Q: 3 clusters Score -4944860 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -4944982.500000 Penalty: 5332.583984
	Iteration 30Q: 3 clusters Score -4944982 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -4945098.500000 Penalty: 5332.583984
	Iteration 31Q: 3 clusters Score -4945098 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -4945217.500000 Penalty: 5332.583984
	Iteration 32Q: 3 clusters Score -4945218 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -4945301.500000 Penalty: 5332.583984
	Iteration 33Q: 3 clusters Score -4945302 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4945372.500000 Penalty: 5332.583984
	Iteration 34Q: 3 clusters Score -4945372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -4945425.500000 Penalty: 5332.583984
	Iteration 35Q: 3 clusters Score -4945426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -4945466.500000 Penalty: 5332.583984
	Iteration 36Q: 3 clusters Score -4945466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -4945493.500000 Penalty: 5332.583984
	Iteration 37Q: 3 clusters Score -4945494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -4945512.500000 Penalty: 5332.583984
	Iteration 38Q: 3 clusters Score -4945512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -4945519.000000 Penalty: 5332.583984
	Iteration 39Q: 3 clusters Score -4945519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -4945532.000000 Penalty: 5332.583984
	Iteration 40F: 3 clusters Score -4945532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -4945538.500000 Penalty: 5332.583984
	Iteration 41Q: 3 clusters Score -4945538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -4945538.000000 Penalty: 5332.583984
	Iteration 42Q: 3 clusters Score -4945538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -4945544.500000 Penalty: 5332.583984
	Iteration 43Q: 3 clusters Score -4945544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -4945555.000000 Penalty: 5332.583984
	Iteration 44Q: 3 clusters Score -4945555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -4945546.500000 Penalty: 5332.583984
	Iteration 45Q: 3 clusters Score -4945546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -4945557.000000 Penalty: 5332.583984
	Iteration 46Q: 3 clusters Score -4945557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -4945563.000000 Penalty: 5332.583984
	Iteration 47Q: 3 clusters Score -4945563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -4945561.500000 Penalty: 5332.583984
	Iteration 48Q: 3 clusters Score -4945562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -4945566.000000 Penalty: 5332.583984
	Iteration 49Q: 3 clusters Score -4945566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -4945570.500000 Penalty: 5332.583984
	Iteration 50Q: 3 clusters Score -4945570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -4945569.000000 Penalty: 5332.583984
	Iteration 51Q: 3 clusters Score -4945569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -4945570.000000 Penalty: 5332.583984
	Iteration 52Q: 3 clusters Score -4945570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -4945574.500000 Penalty: 5332.583984
	Iteration 53Q: 3 clusters Score -4945574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -4945579.000000 Penalty: 5332.583984
	Iteration 54Q: 3 clusters Score -4945579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -4945578.000000 Penalty: 5332.583984
	Iteration 55Q: 3 clusters Score -4945578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -4945572.500000 Penalty: 5332.583984
	Iteration 56Q: 3 clusters Score -4945572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -4945575.000000 Penalty: 5332.583984
	Iteration 57Q: 3 clusters Score -4945575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -4945575.000000 Penalty: 5332.583984
	Iteration 58F: 3 clusters Score -4945575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 185042 members 
Mstep: Class 5 contains 187323 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 29669 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 95217 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 197884 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 73975 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 247776 members 
Mstep: Class 22 contains 109312 members 
Mstep: Class 23 contains 29106 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36261 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 137387 members 
Mstep: Class 29 contains 14893 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 9090 members 
Mstep: Class 32 contains 169808 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 19422 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 43675 members 
Entering Unmasked Estep 
Score: -225955648.000000 Penalty: 140391.312500
Splitting cluster 3 changes total score from -225955424.000000 to -225955648.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (185042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185042 members 
Entering Unmasked Estep 
Score: -21410136.000000 Penalty: 3007.827881
	Iteration 0F: 2 clusters Score -2.141014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92624 members 
Mstep: Class 2 contains 92418 members 
Entering Unmasked Estep 
Score: -21287356.000000 Penalty: 6015.655762
	Iteration 0F: 3 clusters Score -2.128736e+07 nChanged 89086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 89900 members 
Entering Unmasked Estep 
Score: -21339712.000000 Penalty: 6015.655762
	Iteration 1F: 3 clusters Score -2.133971e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -21341194.000000 Penalty: 6015.655762
	Iteration 2Q: 3 clusters Score -2.134119e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -21343236.000000 Penalty: 6015.655762
	Iteration 3Q: 3 clusters Score -2.134324e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -21346174.000000 Penalty: 6015.655762
	Iteration 4Q: 3 clusters Score -2.134617e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 76967 members 
Entering Unmasked Estep 
Score: -21350750.000000 Penalty: 6015.655762
	Iteration 5Q: 3 clusters Score -2.135075e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -21357228.000000 Penalty: 6015.655762
	Iteration 6F: 3 clusters Score -2.135723e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123741 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -21365716.000000 Penalty: 6015.655762
	Iteration 7F: 3 clusters Score -2.136572e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132371 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -21375412.000000 Penalty: 6015.655762
	Iteration 8F: 3 clusters Score -2.137541e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139250 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -21383214.000000 Penalty: 6015.655762
	Iteration 9F: 3 clusters Score -2.138321e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -21387958.000000 Penalty: 6015.655762
	Iteration 10Q: 3 clusters Score -2.138796e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148239 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -21390780.000000 Penalty: 6015.655762
	Iteration 11Q: 3 clusters Score -2.139078e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -21392946.000000 Penalty: 6015.655762
	Iteration 12Q: 3 clusters Score -2.139295e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155043 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -21394676.000000 Penalty: 6015.655762
	Iteration 13Q: 3 clusters Score -2.139468e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -21396278.000000 Penalty: 6015.655762
	Iteration 14Q: 3 clusters Score -2.139628e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -21397552.000000 Penalty: 6015.655762
	Iteration 15Q: 3 clusters Score -2.139755e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163148 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -21398822.000000 Penalty: 6015.655762
	Iteration 16Q: 3 clusters Score -2.139882e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -21399906.000000 Penalty: 6015.655762
	Iteration 17Q: 3 clusters Score -2.139991e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -21400956.000000 Penalty: 6015.655762
	Iteration 18Q: 3 clusters Score -2.140096e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -21401732.000000 Penalty: 6015.655762
	Iteration 19Q: 3 clusters Score -2.140173e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -21402444.000000 Penalty: 6015.655762
	Iteration 20F: 3 clusters Score -2.140244e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -21402996.000000 Penalty: 6015.655762
	Iteration 21Q: 3 clusters Score -2.1403e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173513 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -21403604.000000 Penalty: 6015.655762
	Iteration 22Q: 3 clusters Score -2.14036e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174610 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -21404004.000000 Penalty: 6015.655762
	Iteration 23Q: 3 clusters Score -2.1404e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175595 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -21404396.000000 Penalty: 6015.655762
	Iteration 24Q: 3 clusters Score -2.14044e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176415 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -21404826.000000 Penalty: 6015.655762
	Iteration 25Q: 3 clusters Score -2.140483e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177175 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -21405174.000000 Penalty: 6015.655762
	Iteration 26Q: 3 clusters Score -2.140517e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177895 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -21405464.000000 Penalty: 6015.655762
	Iteration 27Q: 3 clusters Score -2.140546e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178531 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -21405692.000000 Penalty: 6015.655762
	Iteration 28Q: 3 clusters Score -2.140569e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179099 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -21405914.000000 Penalty: 6015.655762
	Iteration 29Q: 3 clusters Score -2.140591e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179609 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -21406118.000000 Penalty: 6015.655762
	Iteration 30Q: 3 clusters Score -2.140612e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180060 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -21406312.000000 Penalty: 6015.655762
	Iteration 31Q: 3 clusters Score -2.140631e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180464 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -21406426.000000 Penalty: 6015.655762
	Iteration 32Q: 3 clusters Score -2.140643e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180820 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -21406492.000000 Penalty: 6015.655762
	Iteration 33Q: 3 clusters Score -2.140649e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181126 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -21406590.000000 Penalty: 6015.655762
	Iteration 34Q: 3 clusters Score -2.140659e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181421 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -21406708.000000 Penalty: 6015.655762
	Iteration 35Q: 3 clusters Score -2.140671e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181679 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21406788.000000 Penalty: 6015.655762
	Iteration 36Q: 3 clusters Score -2.140679e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181914 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -21406894.000000 Penalty: 6015.655762
	Iteration 37Q: 3 clusters Score -2.140689e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -21406942.000000 Penalty: 6015.655762
	Iteration 38Q: 3 clusters Score -2.140694e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182299 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21406974.000000 Penalty: 6015.655762
	Iteration 39Q: 3 clusters Score -2.140697e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182438 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -21407036.000000 Penalty: 6015.655762
	Iteration 40F: 3 clusters Score -2.140704e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182578 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -21407044.000000 Penalty: 6015.655762
	Iteration 41Q: 3 clusters Score -2.140704e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182699 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21407052.000000 Penalty: 6015.655762
	Iteration 42Q: 3 clusters Score -2.140705e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182793 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -21407106.000000 Penalty: 6015.655762
	Iteration 43Q: 3 clusters Score -2.140711e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182883 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -21407128.000000 Penalty: 6015.655762
	Iteration 44Q: 3 clusters Score -2.140713e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -21407136.000000 Penalty: 6015.655762
	Iteration 45Q: 3 clusters Score -2.140714e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183037 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21407168.000000 Penalty: 6015.655762
	Iteration 46Q: 3 clusters Score -2.140717e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183093 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -21407190.000000 Penalty: 6015.655762
	Iteration 47Q: 3 clusters Score -2.140719e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21407210.000000 Penalty: 6015.655762
	Iteration 48Q: 3 clusters Score -2.140721e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21407220.000000 Penalty: 6015.655762
	Iteration 49Q: 3 clusters Score -2.140722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183235 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21407208.000000 Penalty: 6015.655762
	Iteration 50Q: 3 clusters Score -2.140721e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183275 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21407218.000000 Penalty: 6015.655762
	Iteration 51Q: 3 clusters Score -2.140722e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183319 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -21407256.000000 Penalty: 6015.655762
	Iteration 52Q: 3 clusters Score -2.140726e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183359 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -21407280.000000 Penalty: 6015.655762
	Iteration 53Q: 3 clusters Score -2.140728e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183402 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21407288.000000 Penalty: 6015.655762
	Iteration 54Q: 3 clusters Score -2.140729e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183449 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -21407288.000000 Penalty: 6015.655762
	Iteration 55Q: 3 clusters Score -2.140729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183486 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -21407280.000000 Penalty: 6015.655762
	Iteration 56Q: 3 clusters Score -2.140728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183515 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21407310.000000 Penalty: 6015.655762
	Iteration 57Q: 3 clusters Score -2.140731e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183551 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -21407326.000000 Penalty: 6015.655762
	Iteration 58Q: 3 clusters Score -2.140733e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183575 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -21407346.000000 Penalty: 6015.655762
	Iteration 59Q: 3 clusters Score -2.140735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -21407338.000000 Penalty: 6015.655762
	Iteration 60F: 3 clusters Score -2.140734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183624 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -21407352.000000 Penalty: 6015.655762
	Iteration 61Q: 3 clusters Score -2.140735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183637 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -21407362.000000 Penalty: 6015.655762
	Iteration 62Q: 3 clusters Score -2.140736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183655 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -21407344.000000 Penalty: 6015.655762
	Iteration 63Q: 3 clusters Score -2.140734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183672 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -21407354.000000 Penalty: 6015.655762
	Iteration 64Q: 3 clusters Score -2.140735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183680 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21407360.000000 Penalty: 6015.655762
	Iteration 65Q: 3 clusters Score -2.140736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183689 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21407374.000000 Penalty: 6015.655762
	Iteration 66Q: 3 clusters Score -2.140737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183698 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -21407372.000000 Penalty: 6015.655762
	Iteration 67Q: 3 clusters Score -2.140737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183704 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21407378.000000 Penalty: 6015.655762
	Iteration 68Q: 3 clusters Score -2.140738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183710 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21407390.000000 Penalty: 6015.655762
	Iteration 69Q: 3 clusters Score -2.140739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183720 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -21407388.000000 Penalty: 6015.655762
	Iteration 70Q: 3 clusters Score -2.140739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183725 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21407388.000000 Penalty: 6015.655762
	Iteration 71Q: 3 clusters Score -2.140739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183730 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21407394.000000 Penalty: 6015.655762
	Iteration 72Q: 3 clusters Score -2.140739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21407382.000000 Penalty: 6015.655762
	Iteration 73Q: 3 clusters Score -2.140738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183744 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -21407394.000000 Penalty: 6015.655762
	Iteration 74Q: 3 clusters Score -2.140739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183749 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -21407386.000000 Penalty: 6015.655762
	Iteration 75Q: 3 clusters Score -2.140739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183750 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21407388.000000 Penalty: 6015.655762
	Iteration 76Q: 3 clusters Score -2.140739e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183750 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -21407388.000000 Penalty: 6015.655762
	Iteration 77F: 3 clusters Score -2.140739e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (187323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187323 members 
Entering Unmasked Estep 
Score: -21996858.000000 Penalty: 3010.866211
	Iteration 0F: 2 clusters Score -2.199686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -21877528.000000 Penalty: 6021.732422
	Iteration 0F: 3 clusters Score -2.187753e+07 nChanged 90125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 91405 members 
Entering Unmasked Estep 
Score: -21931226.000000 Penalty: 6021.732422
	Iteration 1F: 3 clusters Score -2.193123e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97698 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -21932950.000000 Penalty: 6021.732422
	Iteration 2Q: 3 clusters Score -2.193295e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -21935348.000000 Penalty: 6021.732422
	Iteration 3Q: 3 clusters Score -2.193535e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 82447 members 
Entering Unmasked Estep 
Score: -21938520.000000 Penalty: 6021.732422
	Iteration 4Q: 3 clusters Score -2.193852e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111585 members 
Mstep: Class 2 contains 75738 members 
Entering Unmasked Estep 
Score: -21943356.000000 Penalty: 6021.732422
	Iteration 5F: 3 clusters Score -2.194336e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120782 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -21950210.000000 Penalty: 6021.732422
	Iteration 6F: 3 clusters Score -2.195021e+07 nChanged 13122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131858 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -21959408.000000 Penalty: 6021.732422
	Iteration 7F: 3 clusters Score -2.195941e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143224 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -21969246.000000 Penalty: 6021.732422
	Iteration 8F: 3 clusters Score -2.196925e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153321 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -21979208.000000 Penalty: 6021.732422
	Iteration 9F: 3 clusters Score -2.197921e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -21986780.000000 Penalty: 6021.732422
	Iteration 10Q: 3 clusters Score -2.198678e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165348 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -21990412.000000 Penalty: 6021.732422
	Iteration 11Q: 3 clusters Score -2.199041e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -21992042.000000 Penalty: 6021.732422
	Iteration 12Q: 3 clusters Score -2.199204e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170864 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -21992984.000000 Penalty: 6021.732422
	Iteration 13Q: 3 clusters Score -2.199298e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -21993726.000000 Penalty: 6021.732422
	Iteration 14Q: 3 clusters Score -2.199373e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174520 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -21994086.000000 Penalty: 6021.732422
	Iteration 15Q: 3 clusters Score -2.199409e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175897 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -21994216.000000 Penalty: 6021.732422
	Iteration 16Q: 3 clusters Score -2.199422e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177084 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -21994310.000000 Penalty: 6021.732422
	Iteration 17Q: 3 clusters Score -2.199431e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178071 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -21994404.000000 Penalty: 6021.732422
	Iteration 18Q: 3 clusters Score -2.19944e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178924 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -21994356.000000 Penalty: 6021.732422
	Iteration 19Q: 3 clusters Score -2.199436e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179667 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -21994526.000000 Penalty: 6021.732422
	Iteration 20F: 3 clusters Score -2.199453e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180287 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -21994554.000000 Penalty: 6021.732422
	Iteration 21Q: 3 clusters Score -2.199455e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180851 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -21994662.000000 Penalty: 6021.732422
	Iteration 22Q: 3 clusters Score -2.199466e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181322 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -21994760.000000 Penalty: 6021.732422
	Iteration 23Q: 3 clusters Score -2.199476e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181721 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -21994822.000000 Penalty: 6021.732422
	Iteration 24Q: 3 clusters Score -2.199482e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182073 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -21994890.000000 Penalty: 6021.732422
	Iteration 25Q: 3 clusters Score -2.199489e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182362 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -21994876.000000 Penalty: 6021.732422
	Iteration 26Q: 3 clusters Score -2.199488e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182593 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -21994934.000000 Penalty: 6021.732422
	Iteration 27Q: 3 clusters Score -2.199493e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182788 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -21994966.000000 Penalty: 6021.732422
	Iteration 28Q: 3 clusters Score -2.199497e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182942 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -21995030.000000 Penalty: 6021.732422
	Iteration 29Q: 3 clusters Score -2.199503e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183073 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -21995040.000000 Penalty: 6021.732422
	Iteration 30Q: 3 clusters Score -2.199504e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183199 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -21994998.000000 Penalty: 6021.732422
	Iteration 31Q: 3 clusters Score -2.1995e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183313 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -21995024.000000 Penalty: 6021.732422
	Iteration 32Q: 3 clusters Score -2.199502e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183409 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21995024.000000 Penalty: 6021.732422
	Iteration 33Q: 3 clusters Score -2.199502e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183501 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -21995026.000000 Penalty: 6021.732422
	Iteration 34Q: 3 clusters Score -2.199503e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183583 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -21995024.000000 Penalty: 6021.732422
	Iteration 35Q: 3 clusters Score -2.199502e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183655 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -21995078.000000 Penalty: 6021.732422
	Iteration 36Q: 3 clusters Score -2.199508e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183705 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21995078.000000 Penalty: 6021.732422
	Iteration 37Q: 3 clusters Score -2.199508e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183754 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -21995090.000000 Penalty: 6021.732422
	Iteration 38Q: 3 clusters Score -2.199509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183797 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -21995058.000000 Penalty: 6021.732422
	Iteration 39Q: 3 clusters Score -2.199506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183839 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -21995058.000000 Penalty: 6021.732422
	Iteration 40F: 3 clusters Score -2.199506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21995080.000000 Penalty: 6021.732422
	Iteration 41Q: 3 clusters Score -2.199508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183905 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -21995064.000000 Penalty: 6021.732422
	Iteration 42Q: 3 clusters Score -2.199506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183930 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -21995044.000000 Penalty: 6021.732422
	Iteration 43Q: 3 clusters Score -2.199504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183958 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -21995076.000000 Penalty: 6021.732422
	Iteration 44Q: 3 clusters Score -2.199508e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183992 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -21995088.000000 Penalty: 6021.732422
	Iteration 45Q: 3 clusters Score -2.199509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184022 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -21995088.000000 Penalty: 6021.732422
	Iteration 46Q: 3 clusters Score -2.199509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184045 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -21995076.000000 Penalty: 6021.732422
	Iteration 47Q: 3 clusters Score -2.199508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184071 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21995076.000000 Penalty: 6021.732422
	Iteration 48Q: 3 clusters Score -2.199508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184090 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21995052.000000 Penalty: 6021.732422
	Iteration 49Q: 3 clusters Score -2.199505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -21995060.000000 Penalty: 6021.732422
	Iteration 50Q: 3 clusters Score -2.199506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -21995056.000000 Penalty: 6021.732422
	Iteration 51Q: 3 clusters Score -2.199506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184140 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -21995072.000000 Penalty: 6021.732422
	Iteration 52Q: 3 clusters Score -2.199507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184152 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -21995100.000000 Penalty: 6021.732422
	Iteration 53Q: 3 clusters Score -2.19951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184170 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -21995120.000000 Penalty: 6021.732422
	Iteration 54Q: 3 clusters Score -2.199512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184181 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -21995096.000000 Penalty: 6021.732422
	Iteration 55Q: 3 clusters Score -2.19951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184187 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -21995110.000000 Penalty: 6021.732422
	Iteration 56Q: 3 clusters Score -2.199511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -21995090.000000 Penalty: 6021.732422
	Iteration 57Q: 3 clusters Score -2.199509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184202 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21995092.000000 Penalty: 6021.732422
	Iteration 58Q: 3 clusters Score -2.199509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -21995072.000000 Penalty: 6021.732422
	Iteration 59Q: 3 clusters Score -2.199507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21995064.000000 Penalty: 6021.732422
	Iteration 60F: 3 clusters Score -2.199506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184211 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -21995078.000000 Penalty: 6021.732422
	Iteration 61Q: 3 clusters Score -2.199508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184217 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -21995078.000000 Penalty: 6021.732422
	Iteration 62Q: 3 clusters Score -2.199508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184223 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -21995084.000000 Penalty: 6021.732422
	Iteration 63Q: 3 clusters Score -2.199508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184227 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -21995094.000000 Penalty: 6021.732422
	Iteration 64Q: 3 clusters Score -2.199509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184231 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -21995084.000000 Penalty: 6021.732422
	Iteration 65Q: 3 clusters Score -2.199508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -21995094.000000 Penalty: 6021.732422
	Iteration 66Q: 3 clusters Score -2.199509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184238 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -21995084.000000 Penalty: 6021.732422
	Iteration 67Q: 3 clusters Score -2.199508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -21995098.000000 Penalty: 6021.732422
	Iteration 68Q: 3 clusters Score -2.19951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -21995104.000000 Penalty: 6021.732422
	Iteration 69Q: 3 clusters Score -2.19951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184247 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -21995094.000000 Penalty: 6021.732422
	Iteration 70Q: 3 clusters Score -2.199509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184248 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -21995094.000000 Penalty: 6021.732422
	Iteration 71Q: 3 clusters Score -2.199509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184249 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -21995096.000000 Penalty: 6021.732422
	Iteration 72Q: 3 clusters Score -2.19951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184249 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -21995096.000000 Penalty: 6021.732422
	Iteration 73F: 3 clusters Score -2.19951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -85101.687500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -85101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83302.671875 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -83302.67 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83706.062500 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -83706.06 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83925.656250 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -83925.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84071.835938 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -84071.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -84220.351562 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -84220.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -84494.164062 Penalty: 3339.176514
	Iteration 5F: 3 clusters Score -84494.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -85124.664062 Penalty: 3339.176514
	Iteration 6F: 3 clusters Score -85124.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85369.382812 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -85369.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -85470.070312 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -85470.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -85536.335938 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -85536.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -85620.265625 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -85620.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -85635.781250 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -85635.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85641.257812 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -85641.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -85641.257812 Penalty: 3339.176514
	Iteration 13F: 3 clusters Score -85641.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 185042 members 
Mstep: Class 5 contains 187323 members 
Mstep: Class 6 contains 256 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 29669 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 95217 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 197884 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 73975 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 247776 members 
Mstep: Class 22 contains 109312 members 
Mstep: Class 23 contains 29106 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36261 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 137387 members 
Mstep: Class 29 contains 14893 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 9090 members 
Mstep: Class 32 contains 169808 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 19422 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 43675 members 
Mstep: Class 40 contains 583 members 
Entering Unmasked Estep 
Score: -225954560.000000 Penalty: 143991.093750
Splitting cluster 6 changes total score from -225955424.000000 to -225954560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -572060.750000 Penalty: 2131.166504
	Iteration 0F: 2 clusters Score -572060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -567380.125000 Penalty: 4262.333008
	Iteration 0F: 3 clusters Score -567380.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -568779.312500 Penalty: 4262.333008
	Iteration 1F: 3 clusters Score -568779.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -569103.937500 Penalty: 4262.333008
	Iteration 2F: 3 clusters Score -569103.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -569314.062500 Penalty: 4262.333008
	Iteration 3F: 3 clusters Score -569314.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -569501.875000 Penalty: 4262.333008
	Iteration 4Q: 3 clusters Score -569501.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -569671.937500 Penalty: 4262.333008
	Iteration 5Q: 3 clusters Score -569671.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -569816.875000 Penalty: 4262.333008
	Iteration 6Q: 3 clusters Score -569816.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -569939.625000 Penalty: 4262.333008
	Iteration 7Q: 3 clusters Score -569939.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -570036.687500 Penalty: 4262.333008
	Iteration 8Q: 3 clusters Score -570036.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -570111.125000 Penalty: 4262.333008
	Iteration 9Q: 3 clusters Score -570111.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -570171.312500 Penalty: 4262.333008
	Iteration 10Q: 3 clusters Score -570171.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -570216.250000 Penalty: 4262.333008
	Iteration 11Q: 3 clusters Score -570216.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -570253.312500 Penalty: 4262.333008
	Iteration 12Q: 3 clusters Score -570253.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -570280.062500 Penalty: 4262.333008
	Iteration 13Q: 3 clusters Score -570280.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -570301.250000 Penalty: 4262.333008
	Iteration 14Q: 3 clusters Score -570301.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -570324.750000 Penalty: 4262.333008
	Iteration 15Q: 3 clusters Score -570324.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -570352.312500 Penalty: 4262.333008
	Iteration 16Q: 3 clusters Score -570352.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -570372.937500 Penalty: 4262.333008
	Iteration 17Q: 3 clusters Score -570372.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -570395.000000 Penalty: 4262.333008
	Iteration 18Q: 3 clusters Score -570395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -570405.687500 Penalty: 4262.333008
	Iteration 19Q: 3 clusters Score -570405.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -570420.375000 Penalty: 4262.333008
	Iteration 20F: 3 clusters Score -570420.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -570436.437500 Penalty: 4262.333008
	Iteration 21Q: 3 clusters Score -570436.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -570445.375000 Penalty: 4262.333008
	Iteration 22Q: 3 clusters Score -570445.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -570453.750000 Penalty: 4262.333008
	Iteration 23Q: 3 clusters Score -570453.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -570461.187500 Penalty: 4262.333008
	Iteration 24Q: 3 clusters Score -570461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -570466.687500 Penalty: 4262.333008
	Iteration 25Q: 3 clusters Score -570466.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -570475.062500 Penalty: 4262.333008
	Iteration 26Q: 3 clusters Score -570475.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -570479.437500 Penalty: 4262.333008
	Iteration 27Q: 3 clusters Score -570479.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -570486.375000 Penalty: 4262.333008
	Iteration 28Q: 3 clusters Score -570486.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -570487.250000 Penalty: 4262.333008
	Iteration 29Q: 3 clusters Score -570487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -570489.750000 Penalty: 4262.333008
	Iteration 30Q: 3 clusters Score -570489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -570489.687500 Penalty: 4262.333008
	Iteration 31Q: 3 clusters Score -570489.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -570492.187500 Penalty: 4262.333008
	Iteration 32Q: 3 clusters Score -570492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -570494.187500 Penalty: 4262.333008
	Iteration 33Q: 3 clusters Score -570494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -570495.187500 Penalty: 4262.333008
	Iteration 34Q: 3 clusters Score -570495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -570495.437500 Penalty: 4262.333008
	Iteration 35Q: 3 clusters Score -570495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -570496.875000 Penalty: 4262.333008
	Iteration 36Q: 3 clusters Score -570496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -570496.437500 Penalty: 4262.333008
	Iteration 37Q: 3 clusters Score -570496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -570500.625000 Penalty: 4262.333008
	Iteration 38Q: 3 clusters Score -570500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -570501.375000 Penalty: 4262.333008
	Iteration 39Q: 3 clusters Score -570501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -570502.562500 Penalty: 4262.333008
	Iteration 40F: 3 clusters Score -570502.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -570503.437500 Penalty: 4262.333008
	Iteration 41Q: 3 clusters Score -570503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -570503.750000 Penalty: 4262.333008
	Iteration 42Q: 3 clusters Score -570503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -570504.625000 Penalty: 4262.333008
	Iteration 43Q: 3 clusters Score -570504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -570505.812500 Penalty: 4262.333008
	Iteration 44Q: 3 clusters Score -570505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -570506.000000 Penalty: 4262.333008
	Iteration 45Q: 3 clusters Score -570506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -570507.937500 Penalty: 4262.333008
	Iteration 46Q: 3 clusters Score -570507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -570510.312500 Penalty: 4262.333008
	Iteration 47Q: 3 clusters Score -570510.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -570511.062500 Penalty: 4262.333008
	Iteration 48Q: 3 clusters Score -570511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -570512.375000 Penalty: 4262.333008
	Iteration 49Q: 3 clusters Score -570512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -570513.375000 Penalty: 4262.333008
	Iteration 50Q: 3 clusters Score -570513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -570513.875000 Penalty: 4262.333008
	Iteration 51Q: 3 clusters Score -570513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -570515.812500 Penalty: 4262.333008
	Iteration 52Q: 3 clusters Score -570515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -570515.812500 Penalty: 4262.333008
	Iteration 53F: 3 clusters Score -570515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Entering Unmasked Estep 
Score: -2602059.500000 Penalty: 2482.191650
	Iteration 0F: 2 clusters Score -2602060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2586592.500000 Penalty: 4964.383301
	Iteration 0F: 3 clusters Score -2586592 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2591961.750000 Penalty: 4964.383301
	Iteration 1F: 3 clusters Score -2591962 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2592387.750000 Penalty: 4964.383301
	Iteration 2F: 3 clusters Score -2592388 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2592839.750000 Penalty: 4964.383301
	Iteration 3F: 3 clusters Score -2592840 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2593312.250000 Penalty: 4964.383301
	Iteration 4Q: 3 clusters Score -2593312 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2593883.750000 Penalty: 4964.383301
	Iteration 5F: 3 clusters Score -2593884 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2594581.750000 Penalty: 4964.383301
	Iteration 6F: 3 clusters Score -2594582 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2595379.500000 Penalty: 4964.383301
	Iteration 7F: 3 clusters Score -2595380 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2596289.000000 Penalty: 4964.383301
	Iteration 8F: 3 clusters Score -2596289 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2597179.250000 Penalty: 4964.383301
	Iteration 9F: 3 clusters Score -2597179 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2598002.500000 Penalty: 4964.383301
	Iteration 10Q: 3 clusters Score -2598002 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2598772.250000 Penalty: 4964.383301
	Iteration 11Q: 3 clusters Score -2598772 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2599310.250000 Penalty: 4964.383301
	Iteration 12Q: 3 clusters Score -2599310 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2599686.250000 Penalty: 4964.383301
	Iteration 13Q: 3 clusters Score -2599686 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2599858.000000 Penalty: 4964.383301
	Iteration 14Q: 3 clusters Score -2599858 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2599960.500000 Penalty: 4964.383301
	Iteration 15Q: 3 clusters Score -2599960 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2600015.250000 Penalty: 4964.383301
	Iteration 16Q: 3 clusters Score -2600015 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2600060.000000 Penalty: 4964.383301
	Iteration 17Q: 3 clusters Score -2600060 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2600088.500000 Penalty: 4964.383301
	Iteration 18Q: 3 clusters Score -2600088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2600123.500000 Penalty: 4964.383301
	Iteration 19Q: 3 clusters Score -2600124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2600132.500000 Penalty: 4964.383301
	Iteration 20F: 3 clusters Score -2600132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2600147.250000 Penalty: 4964.383301
	Iteration 21Q: 3 clusters Score -2600147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2600144.500000 Penalty: 4964.383301
	Iteration 22Q: 3 clusters Score -2600144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2600140.500000 Penalty: 4964.383301
	Iteration 23Q: 3 clusters Score -2600140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2600148.750000 Penalty: 4964.383301
	Iteration 24Q: 3 clusters Score -2600149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2600146.500000 Penalty: 4964.383301
	Iteration 25Q: 3 clusters Score -2600146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2600152.750000 Penalty: 4964.383301
	Iteration 26Q: 3 clusters Score -2600153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2600146.750000 Penalty: 4964.383301
	Iteration 27Q: 3 clusters Score -2600147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2600144.000000 Penalty: 4964.383301
	Iteration 28Q: 3 clusters Score -2600144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2600143.000000 Penalty: 4964.383301
	Iteration 29Q: 3 clusters Score -2600143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2600141.750000 Penalty: 4964.383301
	Iteration 30Q: 3 clusters Score -2600142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2600147.250000 Penalty: 4964.383301
	Iteration 31Q: 3 clusters Score -2600147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2600147.250000 Penalty: 4964.383301
	Iteration 32F: 3 clusters Score -2600147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Entering Unmasked Estep 
Score: -2687132.250000 Penalty: 2495.012451
	Iteration 0F: 2 clusters Score -2687132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2670887.250000 Penalty: 4990.024902
	Iteration 0F: 3 clusters Score -2670887 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2676430.250000 Penalty: 4990.024902
	Iteration 1F: 3 clusters Score -2676430 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2676939.750000 Penalty: 4990.024902
	Iteration 2F: 3 clusters Score -2676940 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2677390.250000 Penalty: 4990.024902
	Iteration 3F: 3 clusters Score -2677390 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2677808.000000 Penalty: 4990.024902
	Iteration 4Q: 3 clusters Score -2677808 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2678256.500000 Penalty: 4990.024902
	Iteration 5Q: 3 clusters Score -2678256 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2678796.750000 Penalty: 4990.024902
	Iteration 6Q: 3 clusters Score -2678797 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2679484.250000 Penalty: 4990.024902
	Iteration 7F: 3 clusters Score -2679484 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2680367.250000 Penalty: 4990.024902
	Iteration 8F: 3 clusters Score -2680367 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2681372.250000 Penalty: 4990.024902
	Iteration 9F: 3 clusters Score -2681372 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2682411.500000 Penalty: 4990.024902
	Iteration 10F: 3 clusters Score -2682412 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2683291.250000 Penalty: 4990.024902
	Iteration 11Q: 3 clusters Score -2683291 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2683924.000000 Penalty: 4990.024902
	Iteration 12Q: 3 clusters Score -2683924 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2684303.000000 Penalty: 4990.024902
	Iteration 13Q: 3 clusters Score -2684303 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2684570.000000 Penalty: 4990.024902
	Iteration 14Q: 3 clusters Score -2684570 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2684704.250000 Penalty: 4990.024902
	Iteration 15Q: 3 clusters Score -2684704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2684803.000000 Penalty: 4990.024902
	Iteration 16Q: 3 clusters Score -2684803 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2684861.500000 Penalty: 4990.024902
	Iteration 17Q: 3 clusters Score -2684862 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2684888.750000 Penalty: 4990.024902
	Iteration 18Q: 3 clusters Score -2684889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -2684908.750000 Penalty: 4990.024902
	Iteration 19Q: 3 clusters Score -2684909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -2684936.000000 Penalty: 4990.024902
	Iteration 20F: 3 clusters Score -2684936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2684950.000000 Penalty: 4990.024902
	Iteration 21Q: 3 clusters Score -2684950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -2684966.000000 Penalty: 4990.024902
	Iteration 22Q: 3 clusters Score -2684966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -2684973.500000 Penalty: 4990.024902
	Iteration 23Q: 3 clusters Score -2684974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2684976.250000 Penalty: 4990.024902
	Iteration 24Q: 3 clusters Score -2684976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2684982.750000 Penalty: 4990.024902
	Iteration 25Q: 3 clusters Score -2684983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -2684982.250000 Penalty: 4990.024902
	Iteration 26Q: 3 clusters Score -2684982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2684983.250000 Penalty: 4990.024902
	Iteration 27Q: 3 clusters Score -2684983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2684991.500000 Penalty: 4990.024902
	Iteration 28Q: 3 clusters Score -2684992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -2685003.750000 Penalty: 4990.024902
	Iteration 29Q: 3 clusters Score -2685004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2685008.500000 Penalty: 4990.024902
	Iteration 30Q: 3 clusters Score -2685008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2685016.500000 Penalty: 4990.024902
	Iteration 31Q: 3 clusters Score -2685016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -2685016.500000 Penalty: 4990.024902
	Iteration 32F: 3 clusters Score -2685016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Entering Unmasked Estep 
Score: -3390599.000000 Penalty: 2553.868896
	Iteration 0F: 2 clusters Score -3390599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3370246.500000 Penalty: 5107.737793
	Iteration 0F: 3 clusters Score -3370246 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3377643.250000 Penalty: 5107.737793
	Iteration 1F: 3 clusters Score -3377643 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3378049.750000 Penalty: 5107.737793
	Iteration 2Q: 3 clusters Score -3378050 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3378454.000000 Penalty: 5107.737793
	Iteration 3Q: 3 clusters Score -3378454 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3378932.500000 Penalty: 5107.737793
	Iteration 4Q: 3 clusters Score -3378932 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3379472.500000 Penalty: 5107.737793
	Iteration 5Q: 3 clusters Score -3379472 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3380217.250000 Penalty: 5107.737793
	Iteration 6Q: 3 clusters Score -3380217 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3381121.250000 Penalty: 5107.737793
	Iteration 7F: 3 clusters Score -3381121 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3382275.000000 Penalty: 5107.737793
	Iteration 8F: 3 clusters Score -3382275 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3383564.000000 Penalty: 5107.737793
	Iteration 9F: 3 clusters Score -3383564 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3384884.000000 Penalty: 5107.737793
	Iteration 10F: 3 clusters Score -3384884 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3386157.250000 Penalty: 5107.737793
	Iteration 11Q: 3 clusters Score -3386157 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3387044.750000 Penalty: 5107.737793
	Iteration 12Q: 3 clusters Score -3387045 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3387602.250000 Penalty: 5107.737793
	Iteration 13Q: 3 clusters Score -3387602 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3387924.500000 Penalty: 5107.737793
	Iteration 14Q: 3 clusters Score -3387924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3388107.000000 Penalty: 5107.737793
	Iteration 15Q: 3 clusters Score -3388107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -3388224.500000 Penalty: 5107.737793
	Iteration 16Q: 3 clusters Score -3388224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3388293.000000 Penalty: 5107.737793
	Iteration 17Q: 3 clusters Score -3388293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -3388345.500000 Penalty: 5107.737793
	Iteration 18Q: 3 clusters Score -3388346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3388374.500000 Penalty: 5107.737793
	Iteration 19Q: 3 clusters Score -3388374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3388405.750000 Penalty: 5107.737793
	Iteration 20F: 3 clusters Score -3388406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3388437.000000 Penalty: 5107.737793
	Iteration 21Q: 3 clusters Score -3388437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3388452.250000 Penalty: 5107.737793
	Iteration 22Q: 3 clusters Score -3388452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3388461.250000 Penalty: 5107.737793
	Iteration 23Q: 3 clusters Score -3388461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3388463.500000 Penalty: 5107.737793
	Iteration 24Q: 3 clusters Score -3388464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3388468.500000 Penalty: 5107.737793
	Iteration 25Q: 3 clusters Score -3388468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3388475.500000 Penalty: 5107.737793
	Iteration 26Q: 3 clusters Score -3388476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3388485.000000 Penalty: 5107.737793
	Iteration 27Q: 3 clusters Score -3388485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3388495.750000 Penalty: 5107.737793
	Iteration 28Q: 3 clusters Score -3388496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3388504.500000 Penalty: 5107.737793
	Iteration 29Q: 3 clusters Score -3388504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3388504.750000 Penalty: 5107.737793
	Iteration 30Q: 3 clusters Score -3388505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3388510.500000 Penalty: 5107.737793
	Iteration 31Q: 3 clusters Score -3388510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3388513.250000 Penalty: 5107.737793
	Iteration 32Q: 3 clusters Score -3388513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3388515.500000 Penalty: 5107.737793
	Iteration 33Q: 3 clusters Score -3388516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3388524.250000 Penalty: 5107.737793
	Iteration 34Q: 3 clusters Score -3388524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -3388525.750000 Penalty: 5107.737793
	Iteration 35Q: 3 clusters Score -3388526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -3388526.000000 Penalty: 5107.737793
	Iteration 36Q: 3 clusters Score -3388526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3388528.250000 Penalty: 5107.737793
	Iteration 37Q: 3 clusters Score -3388528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3388528.250000 Penalty: 5107.737793
	Iteration 38F: 3 clusters Score -3388528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -4895730.000000 Penalty: 2641.766113
	Iteration 0F: 2 clusters Score -4895730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4867158.000000 Penalty: 5283.532227
	Iteration 0F: 3 clusters Score -4867158 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -4878118.500000 Penalty: 5283.532227
	Iteration 1F: 3 clusters Score -4878118 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -4878786.500000 Penalty: 5283.532227
	Iteration 2Q: 3 clusters Score -4878786 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4879562.000000 Penalty: 5283.532227
	Iteration 3Q: 3 clusters Score -4879562 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4880376.000000 Penalty: 5283.532227
	Iteration 4Q: 3 clusters Score -4880376 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4881365.500000 Penalty: 5283.532227
	Iteration 5Q: 3 clusters Score -4881366 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4882359.000000 Penalty: 5283.532227
	Iteration 6F: 3 clusters Score -4882359 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4883348.000000 Penalty: 5283.532227
	Iteration 7Q: 3 clusters Score -4883348 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -4884228.000000 Penalty: 5283.532227
	Iteration 8Q: 3 clusters Score -4884228 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4884880.000000 Penalty: 5283.532227
	Iteration 9Q: 3 clusters Score -4884880 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4885412.000000 Penalty: 5283.532227
	Iteration 10Q: 3 clusters Score -4885412 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4885795.000000 Penalty: 5283.532227
	Iteration 11Q: 3 clusters Score -4885795 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4886093.000000 Penalty: 5283.532227
	Iteration 12Q: 3 clusters Score -4886093 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4886282.500000 Penalty: 5283.532227
	Iteration 13Q: 3 clusters Score -4886282 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4886438.500000 Penalty: 5283.532227
	Iteration 14Q: 3 clusters Score -4886438 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4886588.000000 Penalty: 5283.532227
	Iteration 15Q: 3 clusters Score -4886588 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4886748.000000 Penalty: 5283.532227
	Iteration 16Q: 3 clusters Score -4886748 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4886860.500000 Penalty: 5283.532227
	Iteration 17Q: 3 clusters Score -4886860 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -4887008.000000 Penalty: 5283.532227
	Iteration 18Q: 3 clusters Score -4887008 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -4887172.500000 Penalty: 5283.532227
	Iteration 19Q: 3 clusters Score -4887172 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -4887321.000000 Penalty: 5283.532227
	Iteration 20F: 3 clusters Score -4887321 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4887500.500000 Penalty: 5283.532227
	Iteration 21Q: 3 clusters Score -4887500 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -4887779.500000 Penalty: 5283.532227
	Iteration 22Q: 3 clusters Score -4887780 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4888125.500000 Penalty: 5283.532227
	Iteration 23Q: 3 clusters Score -4888126 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -4888484.000000 Penalty: 5283.532227
	Iteration 24Q: 3 clusters Score -4888484 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4888975.000000 Penalty: 5283.532227
	Iteration 25Q: 3 clusters Score -4888975 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -4889474.500000 Penalty: 5283.532227
	Iteration 26Q: 3 clusters Score -4889474 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4890010.000000 Penalty: 5283.532227
	Iteration 27Q: 3 clusters Score -4890010 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -4890590.000000 Penalty: 5283.532227
	Iteration 28Q: 3 clusters Score -4890590 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -4891225.500000 Penalty: 5283.532227
	Iteration 29Q: 3 clusters Score -4891226 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -4891730.500000 Penalty: 5283.532227
	Iteration 30Q: 3 clusters Score -4891730 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -4892145.000000 Penalty: 5283.532227
	Iteration 31Q: 3 clusters Score -4892145 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -4892546.500000 Penalty: 5283.532227
	Iteration 32Q: 3 clusters Score -4892546 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -4892795.000000 Penalty: 5283.532227
	Iteration 33Q: 3 clusters Score -4892795 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -4893004.500000 Penalty: 5283.532227
	Iteration 34Q: 3 clusters Score -4893004 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -4893146.000000 Penalty: 5283.532227
	Iteration 35Q: 3 clusters Score -4893146 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -4893212.500000 Penalty: 5283.532227
	Iteration 36Q: 3 clusters Score -4893212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -4893268.500000 Penalty: 5283.532227
	Iteration 37Q: 3 clusters Score -4893268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -4893326.500000 Penalty: 5283.532227
	Iteration 38Q: 3 clusters Score -4893326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -4893352.000000 Penalty: 5283.532227
	Iteration 39Q: 3 clusters Score -4893352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -4893385.000000 Penalty: 5283.532227
	Iteration 40F: 3 clusters Score -4893385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -4893414.000000 Penalty: 5283.532227
	Iteration 41Q: 3 clusters Score -4893414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -4893421.000000 Penalty: 5283.532227
	Iteration 42Q: 3 clusters Score -4893421 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4893434.000000 Penalty: 5283.532227
	Iteration 43Q: 3 clusters Score -4893434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -4893451.000000 Penalty: 5283.532227
	Iteration 44Q: 3 clusters Score -4893451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -4893468.000000 Penalty: 5283.532227
	Iteration 45Q: 3 clusters Score -4893468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -4893481.000000 Penalty: 5283.532227
	Iteration 46Q: 3 clusters Score -4893481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -4893492.500000 Penalty: 5283.532227
	Iteration 47Q: 3 clusters Score -4893492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -4893492.000000 Penalty: 5283.532227
	Iteration 48Q: 3 clusters Score -4893492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -4893503.500000 Penalty: 5283.532227
	Iteration 49Q: 3 clusters Score -4893504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -4893506.500000 Penalty: 5283.532227
	Iteration 50Q: 3 clusters Score -4893506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -4893514.000000 Penalty: 5283.532227
	Iteration 51Q: 3 clusters Score -4893514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -4893519.000000 Penalty: 5283.532227
	Iteration 52Q: 3 clusters Score -4893519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -4893524.500000 Penalty: 5283.532227
	Iteration 53Q: 3 clusters Score -4893524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -4893529.500000 Penalty: 5283.532227
	Iteration 54Q: 3 clusters Score -4893530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -4893530.500000 Penalty: 5283.532227
	Iteration 55Q: 3 clusters Score -4893530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -4893532.000000 Penalty: 5283.532227
	Iteration 56Q: 3 clusters Score -4893532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -4893536.500000 Penalty: 5283.532227
	Iteration 57Q: 3 clusters Score -4893536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -4893538.500000 Penalty: 5283.532227
	Iteration 58Q: 3 clusters Score -4893538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -4893542.500000 Penalty: 5283.532227
	Iteration 59Q: 3 clusters Score -4893542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4893540.500000 Penalty: 5283.532227
	Iteration 60F: 3 clusters Score -4893540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -4893543.000000 Penalty: 5283.532227
	Iteration 61Q: 3 clusters Score -4893543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -4893546.500000 Penalty: 5283.532227
	Iteration 62Q: 3 clusters Score -4893546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -4893549.000000 Penalty: 5283.532227
	Iteration 63Q: 3 clusters Score -4893549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -4893547.000000 Penalty: 5283.532227
	Iteration 64Q: 3 clusters Score -4893547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -4893554.000000 Penalty: 5283.532227
	Iteration 65Q: 3 clusters Score -4893554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -4893550.000000 Penalty: 5283.532227
	Iteration 66Q: 3 clusters Score -4893550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -4893548.500000 Penalty: 5283.532227
	Iteration 67Q: 3 clusters Score -4893548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -4893549.000000 Penalty: 5283.532227
	Iteration 68Q: 3 clusters Score -4893549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -4893551.000000 Penalty: 5283.532227
	Iteration 69Q: 3 clusters Score -4893551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -4893548.500000 Penalty: 5283.532227
	Iteration 70Q: 3 clusters Score -4893548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -4893558.000000 Penalty: 5283.532227
	Iteration 71Q: 3 clusters Score -4893558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -4893552.000000 Penalty: 5283.532227
	Iteration 72Q: 3 clusters Score -4893552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -4893552.000000 Penalty: 5283.532227
	Iteration 73Q: 3 clusters Score -4893552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4893553.500000 Penalty: 5283.532227
	Iteration 74Q: 3 clusters Score -4893554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -4893555.000000 Penalty: 5283.532227
	Iteration 75Q: 3 clusters Score -4893555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -4893555.000000 Penalty: 5283.532227
	Iteration 76F: 3 clusters Score -4893555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Entering Unmasked Estep 
Score: -1280419.500000 Penalty: 2320.373047
	Iteration 0F: 2 clusters Score -1280420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1271772.625000 Penalty: 4640.746094
	Iteration 0F: 3 clusters Score -1271773 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1274425.375000 Penalty: 4640.746094
	Iteration 1F: 3 clusters Score -1274425 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1274863.500000 Penalty: 4640.746094
	Iteration 2F: 3 clusters Score -1274864 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1275276.750000 Penalty: 4640.746094
	Iteration 3F: 3 clusters Score -1275277 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1275652.750000 Penalty: 4640.746094
	Iteration 4F: 3 clusters Score -1275653 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1275933.375000 Penalty: 4640.746094
	Iteration 5F: 3 clusters Score -1275933 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1276182.000000 Penalty: 4640.746094
	Iteration 6Q: 3 clusters Score -1276182 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1276401.750000 Penalty: 4640.746094
	Iteration 7Q: 3 clusters Score -1276402 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1276563.125000 Penalty: 4640.746094
	Iteration 8Q: 3 clusters Score -1276563 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1276713.125000 Penalty: 4640.746094
	Iteration 9Q: 3 clusters Score -1276713 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1276852.250000 Penalty: 4640.746094
	Iteration 10Q: 3 clusters Score -1276852 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1276959.375000 Penalty: 4640.746094
	Iteration 11Q: 3 clusters Score -1276959 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1277063.750000 Penalty: 4640.746094
	Iteration 12Q: 3 clusters Score -1277064 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1277151.375000 Penalty: 4640.746094
	Iteration 13Q: 3 clusters Score -1277151 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1277233.375000 Penalty: 4640.746094
	Iteration 14Q: 3 clusters Score -1277233 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1277299.750000 Penalty: 4640.746094
	Iteration 15Q: 3 clusters Score -1277300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1277361.375000 Penalty: 4640.746094
	Iteration 16Q: 3 clusters Score -1277361 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1277416.500000 Penalty: 4640.746094
	Iteration 17Q: 3 clusters Score -1277416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1277477.750000 Penalty: 4640.746094
	Iteration 18Q: 3 clusters Score -1277478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1277538.375000 Penalty: 4640.746094
	Iteration 19Q: 3 clusters Score -1277538 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1277597.750000 Penalty: 4640.746094
	Iteration 20F: 3 clusters Score -1277598 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1277659.125000 Penalty: 4640.746094
	Iteration 21Q: 3 clusters Score -1277659 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1277700.625000 Penalty: 4640.746094
	Iteration 22Q: 3 clusters Score -1277701 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1277743.750000 Penalty: 4640.746094
	Iteration 23Q: 3 clusters Score -1277744 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1277775.250000 Penalty: 4640.746094
	Iteration 24Q: 3 clusters Score -1277775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1277803.500000 Penalty: 4640.746094
	Iteration 25Q: 3 clusters Score -1277804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1277840.500000 Penalty: 4640.746094
	Iteration 26Q: 3 clusters Score -1277840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1277862.500000 Penalty: 4640.746094
	Iteration 27Q: 3 clusters Score -1277862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1277890.250000 Penalty: 4640.746094
	Iteration 28Q: 3 clusters Score -1277890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1277917.375000 Penalty: 4640.746094
	Iteration 29Q: 3 clusters Score -1277917 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1277950.000000 Penalty: 4640.746094
	Iteration 30Q: 3 clusters Score -1277950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1277981.000000 Penalty: 4640.746094
	Iteration 31Q: 3 clusters Score -1277981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1278015.125000 Penalty: 4640.746094
	Iteration 32Q: 3 clusters Score -1278015 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1278046.125000 Penalty: 4640.746094
	Iteration 33Q: 3 clusters Score -1278046 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1278083.625000 Penalty: 4640.746094
	Iteration 34Q: 3 clusters Score -1278084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1278114.500000 Penalty: 4640.746094
	Iteration 35Q: 3 clusters Score -1278114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1278136.750000 Penalty: 4640.746094
	Iteration 36Q: 3 clusters Score -1278137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1278162.125000 Penalty: 4640.746094
	Iteration 37Q: 3 clusters Score -1278162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1278185.250000 Penalty: 4640.746094
	Iteration 38Q: 3 clusters Score -1278185 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1278211.375000 Penalty: 4640.746094
	Iteration 39Q: 3 clusters Score -1278211 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1278236.875000 Penalty: 4640.746094
	Iteration 40F: 3 clusters Score -1278237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1278260.000000 Penalty: 4640.746094
	Iteration 41Q: 3 clusters Score -1278260 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1278292.500000 Penalty: 4640.746094
	Iteration 42Q: 3 clusters Score -1278292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1278314.000000 Penalty: 4640.746094
	Iteration 43Q: 3 clusters Score -1278314 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1278330.875000 Penalty: 4640.746094
	Iteration 44Q: 3 clusters Score -1278331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1278351.125000 Penalty: 4640.746094
	Iteration 45Q: 3 clusters Score -1278351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1278359.875000 Penalty: 4640.746094
	Iteration 46Q: 3 clusters Score -1278360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1278371.500000 Penalty: 4640.746094
	Iteration 47Q: 3 clusters Score -1278372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1278381.250000 Penalty: 4640.746094
	Iteration 48Q: 3 clusters Score -1278381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1278387.500000 Penalty: 4640.746094
	Iteration 49Q: 3 clusters Score -1278388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1278391.875000 Penalty: 4640.746094
	Iteration 50Q: 3 clusters Score -1278392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1278402.500000 Penalty: 4640.746094
	Iteration 51Q: 3 clusters Score -1278402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1278415.250000 Penalty: 4640.746094
	Iteration 52Q: 3 clusters Score -1278415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1278425.250000 Penalty: 4640.746094
	Iteration 53Q: 3 clusters Score -1278425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1278430.125000 Penalty: 4640.746094
	Iteration 54Q: 3 clusters Score -1278430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1278436.375000 Penalty: 4640.746094
	Iteration 55Q: 3 clusters Score -1278436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1278445.125000 Penalty: 4640.746094
	Iteration 56Q: 3 clusters Score -1278445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1278449.500000 Penalty: 4640.746094
	Iteration 57Q: 3 clusters Score -1278450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1278453.750000 Penalty: 4640.746094
	Iteration 58Q: 3 clusters Score -1278454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1278457.875000 Penalty: 4640.746094
	Iteration 59Q: 3 clusters Score -1278458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1278462.375000 Penalty: 4640.746094
	Iteration 60F: 3 clusters Score -1278462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1278464.125000 Penalty: 4640.746094
	Iteration 61Q: 3 clusters Score -1278464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1278465.125000 Penalty: 4640.746094
	Iteration 62Q: 3 clusters Score -1278465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1278467.375000 Penalty: 4640.746094
	Iteration 63Q: 3 clusters Score -1278467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1278467.625000 Penalty: 4640.746094
	Iteration 64Q: 3 clusters Score -1278468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1278469.625000 Penalty: 4640.746094
	Iteration 65Q: 3 clusters Score -1278470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1278471.375000 Penalty: 4640.746094
	Iteration 66Q: 3 clusters Score -1278471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1278469.875000 Penalty: 4640.746094
	Iteration 67Q: 3 clusters Score -1278470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1278470.375000 Penalty: 4640.746094
	Iteration 68Q: 3 clusters Score -1278470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1278470.375000 Penalty: 4640.746094
	Iteration 69F: 3 clusters Score -1278470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Entering Unmasked Estep 
Score: -1658032.625000 Penalty: 2387.072754
	Iteration 0F: 2 clusters Score -1658033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1647067.250000 Penalty: 4774.145508
	Iteration 0F: 3 clusters Score -1647067 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1650854.250000 Penalty: 4774.145508
	Iteration 1F: 3 clusters Score -1650854 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1651421.750000 Penalty: 4774.145508
	Iteration 2F: 3 clusters Score -1651422 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1652119.500000 Penalty: 4774.145508
	Iteration 3F: 3 clusters Score -1652120 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1652861.750000 Penalty: 4774.145508
	Iteration 4F: 3 clusters Score -1652862 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1653733.750000 Penalty: 4774.145508
	Iteration 5F: 3 clusters Score -1653734 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1654565.500000 Penalty: 4774.145508
	Iteration 6F: 3 clusters Score -1654566 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1655288.000000 Penalty: 4774.145508
	Iteration 7F: 3 clusters Score -1655288 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1655886.875000 Penalty: 4774.145508
	Iteration 8F: 3 clusters Score -1655887 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1656301.500000 Penalty: 4774.145508
	Iteration 9Q: 3 clusters Score -1656302 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1656540.625000 Penalty: 4774.145508
	Iteration 10Q: 3 clusters Score -1656541 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1656672.750000 Penalty: 4774.145508
	Iteration 11Q: 3 clusters Score -1656673 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1656761.625000 Penalty: 4774.145508
	Iteration 12Q: 3 clusters Score -1656762 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1656820.250000 Penalty: 4774.145508
	Iteration 13Q: 3 clusters Score -1656820 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1656893.500000 Penalty: 4774.145508
	Iteration 14Q: 3 clusters Score -1656894 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1656963.875000 Penalty: 4774.145508
	Iteration 15Q: 3 clusters Score -1656964 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1657023.375000 Penalty: 4774.145508
	Iteration 16Q: 3 clusters Score -1657023 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1657055.625000 Penalty: 4774.145508
	Iteration 17Q: 3 clusters Score -1657056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1657087.875000 Penalty: 4774.145508
	Iteration 18Q: 3 clusters Score -1657088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1657126.500000 Penalty: 4774.145508
	Iteration 19Q: 3 clusters Score -1657126 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1657152.875000 Penalty: 4774.145508
	Iteration 20F: 3 clusters Score -1657153 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1657180.250000 Penalty: 4774.145508
	Iteration 21Q: 3 clusters Score -1657180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1657194.125000 Penalty: 4774.145508
	Iteration 22Q: 3 clusters Score -1657194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1657213.500000 Penalty: 4774.145508
	Iteration 23Q: 3 clusters Score -1657214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1657230.250000 Penalty: 4774.145508
	Iteration 24Q: 3 clusters Score -1657230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1657243.750000 Penalty: 4774.145508
	Iteration 25Q: 3 clusters Score -1657244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1657249.500000 Penalty: 4774.145508
	Iteration 26Q: 3 clusters Score -1657250 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1657257.875000 Penalty: 4774.145508
	Iteration 27Q: 3 clusters Score -1657258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1657268.250000 Penalty: 4774.145508
	Iteration 28Q: 3 clusters Score -1657268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1657269.500000 Penalty: 4774.145508
	Iteration 29Q: 3 clusters Score -1657270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1657273.000000 Penalty: 4774.145508
	Iteration 30Q: 3 clusters Score -1657273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1657280.000000 Penalty: 4774.145508
	Iteration 31Q: 3 clusters Score -1657280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1657274.375000 Penalty: 4774.145508
	Iteration 32Q: 3 clusters Score -1657274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1657280.750000 Penalty: 4774.145508
	Iteration 33Q: 3 clusters Score -1657281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1657279.125000 Penalty: 4774.145508
	Iteration 34Q: 3 clusters Score -1657279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1657283.625000 Penalty: 4774.145508
	Iteration 35Q: 3 clusters Score -1657284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1657285.125000 Penalty: 4774.145508
	Iteration 36Q: 3 clusters Score -1657285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1657290.625000 Penalty: 4774.145508
	Iteration 37Q: 3 clusters Score -1657291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1657291.500000 Penalty: 4774.145508
	Iteration 38Q: 3 clusters Score -1657292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1657297.250000 Penalty: 4774.145508
	Iteration 39Q: 3 clusters Score -1657297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1657297.875000 Penalty: 4774.145508
	Iteration 40F: 3 clusters Score -1657298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1657301.625000 Penalty: 4774.145508
	Iteration 41Q: 3 clusters Score -1657302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1657301.875000 Penalty: 4774.145508
	Iteration 42Q: 3 clusters Score -1657302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1657303.875000 Penalty: 4774.145508
	Iteration 43Q: 3 clusters Score -1657304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1657308.375000 Penalty: 4774.145508
	Iteration 44Q: 3 clusters Score -1657308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1657309.625000 Penalty: 4774.145508
	Iteration 45Q: 3 clusters Score -1657310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1657313.000000 Penalty: 4774.145508
	Iteration 46Q: 3 clusters Score -1657313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1657312.750000 Penalty: 4774.145508
	Iteration 47Q: 3 clusters Score -1657313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1657321.000000 Penalty: 4774.145508
	Iteration 48Q: 3 clusters Score -1657321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1657319.625000 Penalty: 4774.145508
	Iteration 49Q: 3 clusters Score -1657320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1657323.250000 Penalty: 4774.145508
	Iteration 50Q: 3 clusters Score -1657323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1657326.750000 Penalty: 4774.145508
	Iteration 51Q: 3 clusters Score -1657327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1657327.375000 Penalty: 4774.145508
	Iteration 52Q: 3 clusters Score -1657327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1657331.250000 Penalty: 4774.145508
	Iteration 53Q: 3 clusters Score -1657331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1657330.750000 Penalty: 4774.145508
	Iteration 54Q: 3 clusters Score -1657331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1657331.625000 Penalty: 4774.145508
	Iteration 55Q: 3 clusters Score -1657332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1657332.125000 Penalty: 4774.145508
	Iteration 56Q: 3 clusters Score -1657332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1657332.625000 Penalty: 4774.145508
	Iteration 57Q: 3 clusters Score -1657333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1657331.250000 Penalty: 4774.145508
	Iteration 58Q: 3 clusters Score -1657331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1657332.500000 Penalty: 4774.145508
	Iteration 59Q: 3 clusters Score -1657332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1657334.500000 Penalty: 4774.145508
	Iteration 60F: 3 clusters Score -1657334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1657334.625000 Penalty: 4774.145508
	Iteration 61Q: 3 clusters Score -1657335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1657336.750000 Penalty: 4774.145508
	Iteration 62Q: 3 clusters Score -1657337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1657336.875000 Penalty: 4774.145508
	Iteration 63Q: 3 clusters Score -1657337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1657336.500000 Penalty: 4774.145508
	Iteration 64Q: 3 clusters Score -1657336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1657334.000000 Penalty: 4774.145508
	Iteration 65Q: 3 clusters Score -1657334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1657337.125000 Penalty: 4774.145508
	Iteration 66Q: 3 clusters Score -1657337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1657336.125000 Penalty: 4774.145508
	Iteration 67Q: 3 clusters Score -1657336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1657341.500000 Penalty: 4774.145508
	Iteration 68Q: 3 clusters Score -1657342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1657340.375000 Penalty: 4774.145508
	Iteration 69Q: 3 clusters Score -1657340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1657338.500000 Penalty: 4774.145508
	Iteration 70Q: 3 clusters Score -1657338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1657337.500000 Penalty: 4774.145508
	Iteration 71Q: 3 clusters Score -1657338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1657340.250000 Penalty: 4774.145508
	Iteration 72Q: 3 clusters Score -1657340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1657343.125000 Penalty: 4774.145508
	Iteration 73Q: 3 clusters Score -1657343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1657347.750000 Penalty: 4774.145508
	Iteration 74Q: 3 clusters Score -1657348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1657347.625000 Penalty: 4774.145508
	Iteration 75Q: 3 clusters Score -1657348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1657351.125000 Penalty: 4774.145508
	Iteration 76Q: 3 clusters Score -1657351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1657350.125000 Penalty: 4774.145508
	Iteration 77Q: 3 clusters Score -1657350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1657352.125000 Penalty: 4774.145508
	Iteration 78Q: 3 clusters Score -1657352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1657354.375000 Penalty: 4774.145508
	Iteration 79Q: 3 clusters Score -1657354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1657356.375000 Penalty: 4774.145508
	Iteration 80F: 3 clusters Score -1657356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1657353.625000 Penalty: 4774.145508
	Iteration 81Q: 3 clusters Score -1657354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1657359.125000 Penalty: 4774.145508
	Iteration 82Q: 3 clusters Score -1657359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1657356.500000 Penalty: 4774.145508
	Iteration 83Q: 3 clusters Score -1657356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1657350.125000 Penalty: 4774.145508
	Iteration 84Q: 3 clusters Score -1657350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1657356.750000 Penalty: 4774.145508
	Iteration 85Q: 3 clusters Score -1657357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1657354.500000 Penalty: 4774.145508
	Iteration 86Q: 3 clusters Score -1657354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1657361.625000 Penalty: 4774.145508
	Iteration 87Q: 3 clusters Score -1657362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1657359.875000 Penalty: 4774.145508
	Iteration 88Q: 3 clusters Score -1657360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1657360.250000 Penalty: 4774.145508
	Iteration 89Q: 3 clusters Score -1657360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1657362.625000 Penalty: 4774.145508
	Iteration 90Q: 3 clusters Score -1657363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1657364.750000 Penalty: 4774.145508
	Iteration 91Q: 3 clusters Score -1657365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1657364.250000 Penalty: 4774.145508
	Iteration 92Q: 3 clusters Score -1657364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1657366.375000 Penalty: 4774.145508
	Iteration 93Q: 3 clusters Score -1657366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1657364.750000 Penalty: 4774.145508
	Iteration 94Q: 3 clusters Score -1657365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1657365.875000 Penalty: 4774.145508
	Iteration 95Q: 3 clusters Score -1657366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1657366.125000 Penalty: 4774.145508
	Iteration 96Q: 3 clusters Score -1657366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1657363.875000 Penalty: 4774.145508
	Iteration 97Q: 3 clusters Score -1657364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1657365.625000 Penalty: 4774.145508
	Iteration 98Q: 3 clusters Score -1657366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1657365.750000 Penalty: 4774.145508
	Iteration 99Q: 3 clusters Score -1657366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1657372.500000 Penalty: 4774.145508
	Iteration 100F: 3 clusters Score -1657372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1657373.250000 Penalty: 4774.145508
	Iteration 101Q: 3 clusters Score -1657373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1657379.750000 Penalty: 4774.145508
	Iteration 102Q: 3 clusters Score -1657380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1657373.375000 Penalty: 4774.145508
	Iteration 103Q: 3 clusters Score -1657373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1657375.250000 Penalty: 4774.145508
	Iteration 104Q: 3 clusters Score -1657375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1657377.875000 Penalty: 4774.145508
	Iteration 105Q: 3 clusters Score -1657378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1657379.125000 Penalty: 4774.145508
	Iteration 106Q: 3 clusters Score -1657379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1657385.250000 Penalty: 4774.145508
	Iteration 107Q: 3 clusters Score -1657385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1657381.750000 Penalty: 4774.145508
	Iteration 108Q: 3 clusters Score -1657382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1657383.000000 Penalty: 4774.145508
	Iteration 109Q: 3 clusters Score -1657383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1657384.875000 Penalty: 4774.145508
	Iteration 110Q: 3 clusters Score -1657385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1657384.375000 Penalty: 4774.145508
	Iteration 111Q: 3 clusters Score -1657384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1657389.875000 Penalty: 4774.145508
	Iteration 112Q: 3 clusters Score -1657390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1657387.625000 Penalty: 4774.145508
	Iteration 113Q: 3 clusters Score -1657388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1657386.250000 Penalty: 4774.145508
	Iteration 114Q: 3 clusters Score -1657386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1657390.875000 Penalty: 4774.145508
	Iteration 115Q: 3 clusters Score -1657391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1657392.375000 Penalty: 4774.145508
	Iteration 116Q: 3 clusters Score -1657392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1657393.750000 Penalty: 4774.145508
	Iteration 117Q: 3 clusters Score -1657394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1657392.750000 Penalty: 4774.145508
	Iteration 118Q: 3 clusters Score -1657393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1657393.375000 Penalty: 4774.145508
	Iteration 119Q: 3 clusters Score -1657393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1657392.625000 Penalty: 4774.145508
	Iteration 120F: 3 clusters Score -1657393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1657390.625000 Penalty: 4774.145508
	Iteration 121Q: 3 clusters Score -1657391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1657392.375000 Penalty: 4774.145508
	Iteration 122Q: 3 clusters Score -1657392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1657392.625000 Penalty: 4774.145508
	Iteration 123Q: 3 clusters Score -1657393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1657393.875000 Penalty: 4774.145508
	Iteration 124Q: 3 clusters Score -1657394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1657396.500000 Penalty: 4774.145508
	Iteration 125Q: 3 clusters Score -1657396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1657396.500000 Penalty: 4774.145508
	Iteration 126F: 3 clusters Score -1657396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Entering Unmasked Estep 
Score: -11165883.000000 Penalty: 2843.050537
	Iteration 0F: 2 clusters Score -1.116588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -11102475.000000 Penalty: 5686.101074
	Iteration 0F: 3 clusters Score -1.110248e+07 nChanged 44826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -11128231.000000 Penalty: 5686.101074
	Iteration 1F: 3 clusters Score -1.112823e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -11129626.000000 Penalty: 5686.101074
	Iteration 2Q: 3 clusters Score -1.112963e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -11131657.000000 Penalty: 5686.101074
	Iteration 3Q: 3 clusters Score -1.113166e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -11134431.000000 Penalty: 5686.101074
	Iteration 4F: 3 clusters Score -1.113443e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 54003 members 
Entering Unmasked Estep 
Score: -11137912.000000 Penalty: 5686.101074
	Iteration 5F: 3 clusters Score -1.113791e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -11141056.000000 Penalty: 5686.101074
	Iteration 6F: 3 clusters Score -1.114106e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -11143683.000000 Penalty: 5686.101074
	Iteration 7F: 3 clusters Score -1.114368e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -11145656.000000 Penalty: 5686.101074
	Iteration 8Q: 3 clusters Score -1.114566e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -11147366.000000 Penalty: 5686.101074
	Iteration 9Q: 3 clusters Score -1.114737e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -11149222.000000 Penalty: 5686.101074
	Iteration 10Q: 3 clusters Score -1.114922e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 59912 members 
Entering Unmasked Estep 
Score: -11152238.000000 Penalty: 5686.101074
	Iteration 11Q: 3 clusters Score -1.115224e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -11157721.000000 Penalty: 5686.101074
	Iteration 12Q: 3 clusters Score -1.115772e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -11165125.000000 Penalty: 5686.101074
	Iteration 13F: 3 clusters Score -1.116512e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -11168797.000000 Penalty: 5686.101074
	Iteration 14Q: 3 clusters Score -1.11688e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -11169811.000000 Penalty: 5686.101074
	Iteration 15Q: 3 clusters Score -1.116981e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -11170186.000000 Penalty: 5686.101074
	Iteration 16Q: 3 clusters Score -1.117019e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -11170359.000000 Penalty: 5686.101074
	Iteration 17Q: 3 clusters Score -1.117036e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -11170352.000000 Penalty: 5686.101074
	Iteration 18Q: 3 clusters Score -1.117035e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -11170406.000000 Penalty: 5686.101074
	Iteration 19Q: 3 clusters Score -1.117041e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -11170406.000000 Penalty: 5686.101074
	Iteration 20F: 3 clusters Score -1.117041e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -11170403.000000 Penalty: 5686.101074
	Iteration 21Q: 3 clusters Score -1.11704e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -11170412.000000 Penalty: 5686.101074
	Iteration 22Q: 3 clusters Score -1.117041e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -11170421.000000 Penalty: 5686.101074
	Iteration 23Q: 3 clusters Score -1.117042e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -11170426.000000 Penalty: 5686.101074
	Iteration 24Q: 3 clusters Score -1.117043e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -11170415.000000 Penalty: 5686.101074
	Iteration 25Q: 3 clusters Score -1.117042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -11170422.000000 Penalty: 5686.101074
	Iteration 26Q: 3 clusters Score -1.117042e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -11170419.000000 Penalty: 5686.101074
	Iteration 27Q: 3 clusters Score -1.117042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -11170432.000000 Penalty: 5686.101074
	Iteration 28Q: 3 clusters Score -1.117043e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -11170430.000000 Penalty: 5686.101074
	Iteration 29Q: 3 clusters Score -1.117043e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -11170427.000000 Penalty: 5686.101074
	Iteration 30Q: 3 clusters Score -1.117043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -11170403.000000 Penalty: 5686.101074
	Iteration 31Q: 3 clusters Score -1.11704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -11170426.000000 Penalty: 5686.101074
	Iteration 32Q: 3 clusters Score -1.117043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -11170414.000000 Penalty: 5686.101074
	Iteration 33Q: 3 clusters Score -1.117041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -11170416.000000 Penalty: 5686.101074
	Iteration 34Q: 3 clusters Score -1.117042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -11170422.000000 Penalty: 5686.101074
	Iteration 35Q: 3 clusters Score -1.117042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -11170426.000000 Penalty: 5686.101074
	Iteration 36Q: 3 clusters Score -1.117043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -11170432.000000 Penalty: 5686.101074
	Iteration 37Q: 3 clusters Score -1.117043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -11170432.000000 Penalty: 5686.101074
	Iteration 38F: 3 clusters Score -1.117043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 185042 members 
Mstep: Class 5 contains 187323 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 29669 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 197884 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 73975 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 247776 members 
Mstep: Class 22 contains 109312 members 
Mstep: Class 23 contains 29106 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36261 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 137387 members 
Mstep: Class 29 contains 14893 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 9090 members 
Mstep: Class 32 contains 169808 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 19422 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 43675 members 
Mstep: Class 40 contains 51560 members 
Entering Unmasked Estep 
Score: -225956832.000000 Penalty: 143991.093750
Splitting cluster 14 changes total score from -225955424.000000 to -225956832.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 15 (130817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Entering Unmasked Estep 
Score: -15226732.000000 Penalty: 2921.825439
	Iteration 0F: 2 clusters Score -1.522673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 65354 members 
Entering Unmasked Estep 
Score: -15138610.000000 Penalty: 5843.650879
	Iteration 0F: 3 clusters Score -1.513861e+07 nChanged 62633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -15174887.000000 Penalty: 5843.650879
	Iteration 1F: 3 clusters Score -1.517489e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 64198 members 
Entering Unmasked Estep 
Score: -15175507.000000 Penalty: 5843.650879
	Iteration 2Q: 3 clusters Score -1.517551e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 63301 members 
Entering Unmasked Estep 
Score: -15176328.000000 Penalty: 5843.650879
	Iteration 3Q: 3 clusters Score -1.517633e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
Score: -15177356.000000 Penalty: 5843.650879
	Iteration 4Q: 3 clusters Score -1.517736e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -15178811.000000 Penalty: 5843.650879
	Iteration 5Q: 3 clusters Score -1.517881e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -15180886.000000 Penalty: 5843.650879
	Iteration 6Q: 3 clusters Score -1.518089e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -15184073.000000 Penalty: 5843.650879
	Iteration 7Q: 3 clusters Score -1.518407e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -15188564.000000 Penalty: 5843.650879
	Iteration 8F: 3 clusters Score -1.518856e+07 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94090 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -15194955.000000 Penalty: 5843.650879
	Iteration 9F: 3 clusters Score -1.519496e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -15202323.000000 Penalty: 5843.650879
	Iteration 10F: 3 clusters Score -1.520232e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -15209472.000000 Penalty: 5843.650879
	Iteration 11F: 3 clusters Score -1.520947e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -15215233.000000 Penalty: 5843.650879
	Iteration 12F: 3 clusters Score -1.521523e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122813 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -15218964.000000 Penalty: 5843.650879
	Iteration 13Q: 3 clusters Score -1.521896e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -15221332.000000 Penalty: 5843.650879
	Iteration 14Q: 3 clusters Score -1.522133e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127623 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -15222629.000000 Penalty: 5843.650879
	Iteration 15Q: 3 clusters Score -1.522263e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -15223307.000000 Penalty: 5843.650879
	Iteration 16Q: 3 clusters Score -1.522331e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129107 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -15223715.000000 Penalty: 5843.650879
	Iteration 17Q: 3 clusters Score -1.522372e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -15223984.000000 Penalty: 5843.650879
	Iteration 18Q: 3 clusters Score -1.522398e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129560 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -15224173.000000 Penalty: 5843.650879
	Iteration 19Q: 3 clusters Score -1.522417e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129649 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15224229.000000 Penalty: 5843.650879
	Iteration 20F: 3 clusters Score -1.522423e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129684 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -15224289.000000 Penalty: 5843.650879
	Iteration 21Q: 3 clusters Score -1.522429e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129732 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15224346.000000 Penalty: 5843.650879
	Iteration 22Q: 3 clusters Score -1.522435e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -15224392.000000 Penalty: 5843.650879
	Iteration 23Q: 3 clusters Score -1.522439e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -15224431.000000 Penalty: 5843.650879
	Iteration 24Q: 3 clusters Score -1.522443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129814 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -15224481.000000 Penalty: 5843.650879
	Iteration 25Q: 3 clusters Score -1.522448e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129836 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -15224518.000000 Penalty: 5843.650879
	Iteration 26Q: 3 clusters Score -1.522452e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -15224556.000000 Penalty: 5843.650879
	Iteration 27Q: 3 clusters Score -1.522456e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129869 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -15224598.000000 Penalty: 5843.650879
	Iteration 28Q: 3 clusters Score -1.52246e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -15224636.000000 Penalty: 5843.650879
	Iteration 29Q: 3 clusters Score -1.522464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -15224659.000000 Penalty: 5843.650879
	Iteration 30Q: 3 clusters Score -1.522466e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129897 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15224655.000000 Penalty: 5843.650879
	Iteration 31Q: 3 clusters Score -1.522466e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129897 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -15224654.000000 Penalty: 5843.650879
	Iteration 32Q: 3 clusters Score -1.522465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129905 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -15224663.000000 Penalty: 5843.650879
	Iteration 33Q: 3 clusters Score -1.522466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129911 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -15224667.000000 Penalty: 5843.650879
	Iteration 34Q: 3 clusters Score -1.522467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15224664.000000 Penalty: 5843.650879
	Iteration 35Q: 3 clusters Score -1.522466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -15224670.000000 Penalty: 5843.650879
	Iteration 36Q: 3 clusters Score -1.522467e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129909 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -15224678.000000 Penalty: 5843.650879
	Iteration 37Q: 3 clusters Score -1.522468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129912 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15224691.000000 Penalty: 5843.650879
	Iteration 38Q: 3 clusters Score -1.522469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129914 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -15224695.000000 Penalty: 5843.650879
	Iteration 39Q: 3 clusters Score -1.52247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129917 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15224696.000000 Penalty: 5843.650879
	Iteration 40F: 3 clusters Score -1.52247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129919 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15224702.000000 Penalty: 5843.650879
	Iteration 41Q: 3 clusters Score -1.52247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -15224702.000000 Penalty: 5843.650879
	Iteration 42Q: 3 clusters Score -1.52247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129917 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -15224699.000000 Penalty: 5843.650879
	Iteration 43Q: 3 clusters Score -1.52247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15224699.000000 Penalty: 5843.650879
	Iteration 44Q: 3 clusters Score -1.52247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -15224699.000000 Penalty: 5843.650879
	Iteration 45F: 3 clusters Score -1.52247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (197884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197884 members 
Entering Unmasked Estep 
Score: -22980332.000000 Penalty: 3024.468262
	Iteration 0F: 2 clusters Score -2.298033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98937 members 
Mstep: Class 2 contains 98947 members 
Entering Unmasked Estep 
Score: -22853100.000000 Penalty: 6048.936523
	Iteration 0F: 3 clusters Score -2.28531e+07 nChanged 95080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -22908334.000000 Penalty: 6048.936523
	Iteration 1F: 3 clusters Score -2.290833e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -22909468.000000 Penalty: 6048.936523
	Iteration 2Q: 3 clusters Score -2.290947e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 100842 members 
Entering Unmasked Estep 
Score: -22911112.000000 Penalty: 6048.936523
	Iteration 3Q: 3 clusters Score -2.291111e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95245 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -22913672.000000 Penalty: 6048.936523
	Iteration 4Q: 3 clusters Score -2.291367e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91946 members 
Mstep: Class 2 contains 105938 members 
Entering Unmasked Estep 
Score: -22918154.000000 Penalty: 6048.936523
	Iteration 5Q: 3 clusters Score -2.291815e+07 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 111011 members 
Entering Unmasked Estep 
Score: -22924452.000000 Penalty: 6048.936523
	Iteration 6F: 3 clusters Score -2.292445e+07 nChanged 13413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Mstep: Class 2 contains 117836 members 
Entering Unmasked Estep 
Score: -22932186.000000 Penalty: 6048.936523
	Iteration 7F: 3 clusters Score -2.293219e+07 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72321 members 
Mstep: Class 2 contains 125563 members 
Entering Unmasked Estep 
Score: -22939762.000000 Penalty: 6048.936523
	Iteration 8F: 3 clusters Score -2.293976e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 133679 members 
Entering Unmasked Estep 
Score: -22947224.000000 Penalty: 6048.936523
	Iteration 9F: 3 clusters Score -2.294722e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 141506 members 
Entering Unmasked Estep 
Score: -22953954.000000 Penalty: 6048.936523
	Iteration 10F: 3 clusters Score -2.295395e+07 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 148873 members 
Entering Unmasked Estep 
Score: -22960662.000000 Penalty: 6048.936523
	Iteration 11Q: 3 clusters Score -2.296066e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -22966494.000000 Penalty: 6048.936523
	Iteration 12Q: 3 clusters Score -2.296649e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 160456 members 
Entering Unmasked Estep 
Score: -22970748.000000 Penalty: 6048.936523
	Iteration 13Q: 3 clusters Score -2.297075e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -22973618.000000 Penalty: 6048.936523
	Iteration 14Q: 3 clusters Score -2.297362e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -22975276.000000 Penalty: 6048.936523
	Iteration 15Q: 3 clusters Score -2.297528e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 171269 members 
Entering Unmasked Estep 
Score: -22976398.000000 Penalty: 6048.936523
	Iteration 16Q: 3 clusters Score -2.29764e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 173919 members 
Entering Unmasked Estep 
Score: -22977300.000000 Penalty: 6048.936523
	Iteration 17Q: 3 clusters Score -2.29773e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 176284 members 
Entering Unmasked Estep 
Score: -22977812.000000 Penalty: 6048.936523
	Iteration 18Q: 3 clusters Score -2.297781e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 178274 members 
Entering Unmasked Estep 
Score: -22978208.000000 Penalty: 6048.936523
	Iteration 19Q: 3 clusters Score -2.297821e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 180011 members 
Entering Unmasked Estep 
Score: -22978506.000000 Penalty: 6048.936523
	Iteration 20F: 3 clusters Score -2.297851e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 181552 members 
Entering Unmasked Estep 
Score: -22978858.000000 Penalty: 6048.936523
	Iteration 21Q: 3 clusters Score -2.297886e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 182861 members 
Entering Unmasked Estep 
Score: -22979068.000000 Penalty: 6048.936523
	Iteration 22Q: 3 clusters Score -2.297907e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 184040 members 
Entering Unmasked Estep 
Score: -22979320.000000 Penalty: 6048.936523
	Iteration 23Q: 3 clusters Score -2.297932e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 185114 members 
Entering Unmasked Estep 
Score: -22979494.000000 Penalty: 6048.936523
	Iteration 24Q: 3 clusters Score -2.297949e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 186026 members 
Entering Unmasked Estep 
Score: -22979592.000000 Penalty: 6048.936523
	Iteration 25Q: 3 clusters Score -2.297959e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 186822 members 
Entering Unmasked Estep 
Score: -22979640.000000 Penalty: 6048.936523
	Iteration 26Q: 3 clusters Score -2.297964e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 187531 members 
Entering Unmasked Estep 
Score: -22979674.000000 Penalty: 6048.936523
	Iteration 27Q: 3 clusters Score -2.297967e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 188172 members 
Entering Unmasked Estep 
Score: -22979790.000000 Penalty: 6048.936523
	Iteration 28Q: 3 clusters Score -2.297979e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 188729 members 
Entering Unmasked Estep 
Score: -22979796.000000 Penalty: 6048.936523
	Iteration 29Q: 3 clusters Score -2.29798e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 189226 members 
Entering Unmasked Estep 
Score: -22979838.000000 Penalty: 6048.936523
	Iteration 30Q: 3 clusters Score -2.297984e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 189641 members 
Entering Unmasked Estep 
Score: -22979868.000000 Penalty: 6048.936523
	Iteration 31Q: 3 clusters Score -2.297987e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 190041 members 
Entering Unmasked Estep 
Score: -22979946.000000 Penalty: 6048.936523
	Iteration 32Q: 3 clusters Score -2.297995e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 190401 members 
Entering Unmasked Estep 
Score: -22980036.000000 Penalty: 6048.936523
	Iteration 33Q: 3 clusters Score -2.298004e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 190701 members 
Entering Unmasked Estep 
Score: -22980062.000000 Penalty: 6048.936523
	Iteration 34Q: 3 clusters Score -2.298006e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 190989 members 
Entering Unmasked Estep 
Score: -22980052.000000 Penalty: 6048.936523
	Iteration 35Q: 3 clusters Score -2.298005e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 191245 members 
Entering Unmasked Estep 
Score: -22980114.000000 Penalty: 6048.936523
	Iteration 36Q: 3 clusters Score -2.298011e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 191467 members 
Entering Unmasked Estep 
Score: -22980174.000000 Penalty: 6048.936523
	Iteration 37Q: 3 clusters Score -2.298017e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 191680 members 
Entering Unmasked Estep 
Score: -22980164.000000 Penalty: 6048.936523
	Iteration 38Q: 3 clusters Score -2.298016e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 191875 members 
Entering Unmasked Estep 
Score: -22980186.000000 Penalty: 6048.936523
	Iteration 39Q: 3 clusters Score -2.298019e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 192022 members 
Entering Unmasked Estep 
Score: -22980188.000000 Penalty: 6048.936523
	Iteration 40F: 3 clusters Score -2.298019e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 192151 members 
Entering Unmasked Estep 
Score: -22980162.000000 Penalty: 6048.936523
	Iteration 41Q: 3 clusters Score -2.298016e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 192259 members 
Entering Unmasked Estep 
Score: -22980156.000000 Penalty: 6048.936523
	Iteration 42Q: 3 clusters Score -2.298016e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 192356 members 
Entering Unmasked Estep 
Score: -22980116.000000 Penalty: 6048.936523
	Iteration 43Q: 3 clusters Score -2.298012e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 192434 members 
Entering Unmasked Estep 
Score: -22980098.000000 Penalty: 6048.936523
	Iteration 44Q: 3 clusters Score -2.29801e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 192512 members 
Entering Unmasked Estep 
Score: -22980092.000000 Penalty: 6048.936523
	Iteration 45Q: 3 clusters Score -2.298009e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 192567 members 
Entering Unmasked Estep 
Score: -22980106.000000 Penalty: 6048.936523
	Iteration 46Q: 3 clusters Score -2.298011e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 192630 members 
Entering Unmasked Estep 
Score: -22980120.000000 Penalty: 6048.936523
	Iteration 47Q: 3 clusters Score -2.298012e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 192675 members 
Entering Unmasked Estep 
Score: -22980118.000000 Penalty: 6048.936523
	Iteration 48Q: 3 clusters Score -2.298012e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 192721 members 
Entering Unmasked Estep 
Score: -22980090.000000 Penalty: 6048.936523
	Iteration 49Q: 3 clusters Score -2.298009e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 192770 members 
Entering Unmasked Estep 
Score: -22980088.000000 Penalty: 6048.936523
	Iteration 50Q: 3 clusters Score -2.298009e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 192813 members 
Entering Unmasked Estep 
Score: -22980078.000000 Penalty: 6048.936523
	Iteration 51Q: 3 clusters Score -2.298008e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 192860 members 
Entering Unmasked Estep 
Score: -22980034.000000 Penalty: 6048.936523
	Iteration 52Q: 3 clusters Score -2.298003e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 192912 members 
Entering Unmasked Estep 
Score: -22980048.000000 Penalty: 6048.936523
	Iteration 53Q: 3 clusters Score -2.298005e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 192966 members 
Entering Unmasked Estep 
Score: -22980014.000000 Penalty: 6048.936523
	Iteration 54Q: 3 clusters Score -2.298001e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 193016 members 
Entering Unmasked Estep 
Score: -22980044.000000 Penalty: 6048.936523
	Iteration 55Q: 3 clusters Score -2.298004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 193059 members 
Entering Unmasked Estep 
Score: -22980068.000000 Penalty: 6048.936523
	Iteration 56Q: 3 clusters Score -2.298007e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 193099 members 
Entering Unmasked Estep 
Score: -22980090.000000 Penalty: 6048.936523
	Iteration 57Q: 3 clusters Score -2.298009e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 193141 members 
Entering Unmasked Estep 
Score: -22980100.000000 Penalty: 6048.936523
	Iteration 58Q: 3 clusters Score -2.29801e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 193192 members 
Entering Unmasked Estep 
Score: -22980062.000000 Penalty: 6048.936523
	Iteration 59Q: 3 clusters Score -2.298006e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 193245 members 
Entering Unmasked Estep 
Score: -22980076.000000 Penalty: 6048.936523
	Iteration 60F: 3 clusters Score -2.298008e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 193289 members 
Entering Unmasked Estep 
Score: -22980046.000000 Penalty: 6048.936523
	Iteration 61Q: 3 clusters Score -2.298005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 193338 members 
Entering Unmasked Estep 
Score: -22980030.000000 Penalty: 6048.936523
	Iteration 62Q: 3 clusters Score -2.298003e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 193379 members 
Entering Unmasked Estep 
Score: -22980020.000000 Penalty: 6048.936523
	Iteration 63Q: 3 clusters Score -2.298002e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 193414 members 
Entering Unmasked Estep 
Score: -22980004.000000 Penalty: 6048.936523
	Iteration 64Q: 3 clusters Score -2.298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 193442 members 
Entering Unmasked Estep 
Score: -22979988.000000 Penalty: 6048.936523
	Iteration 65Q: 3 clusters Score -2.297999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 193462 members 
Entering Unmasked Estep 
Score: -22979976.000000 Penalty: 6048.936523
	Iteration 66Q: 3 clusters Score -2.297998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 193479 members 
Entering Unmasked Estep 
Score: -22979966.000000 Penalty: 6048.936523
	Iteration 67Q: 3 clusters Score -2.297997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 193497 members 
Entering Unmasked Estep 
Score: -22979972.000000 Penalty: 6048.936523
	Iteration 68Q: 3 clusters Score -2.297997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 193508 members 
Entering Unmasked Estep 
Score: -22979968.000000 Penalty: 6048.936523
	Iteration 69Q: 3 clusters Score -2.297997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 193515 members 
Entering Unmasked Estep 
Score: -22979962.000000 Penalty: 6048.936523
	Iteration 70Q: 3 clusters Score -2.297996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 193527 members 
Entering Unmasked Estep 
Score: -22979950.000000 Penalty: 6048.936523
	Iteration 71Q: 3 clusters Score -2.297995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 193536 members 
Entering Unmasked Estep 
Score: -22979964.000000 Penalty: 6048.936523
	Iteration 72Q: 3 clusters Score -2.297996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 193544 members 
Entering Unmasked Estep 
Score: -22979962.000000 Penalty: 6048.936523
	Iteration 73Q: 3 clusters Score -2.297996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 193543 members 
Entering Unmasked Estep 
Score: -22979952.000000 Penalty: 6048.936523
	Iteration 74Q: 3 clusters Score -2.297995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 193551 members 
Entering Unmasked Estep 
Score: -22979932.000000 Penalty: 6048.936523
	Iteration 75Q: 3 clusters Score -2.297993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 193555 members 
Entering Unmasked Estep 
Score: -22979938.000000 Penalty: 6048.936523
	Iteration 76Q: 3 clusters Score -2.297994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 193562 members 
Entering Unmasked Estep 
Score: -22979942.000000 Penalty: 6048.936523
	Iteration 77Q: 3 clusters Score -2.297994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 193566 members 
Entering Unmasked Estep 
Score: -22979938.000000 Penalty: 6048.936523
	Iteration 78Q: 3 clusters Score -2.297994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 193570 members 
Entering Unmasked Estep 
Score: -22979910.000000 Penalty: 6048.936523
	Iteration 79Q: 3 clusters Score -2.297991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 193571 members 
Entering Unmasked Estep 
Score: -22979918.000000 Penalty: 6048.936523
	Iteration 80F: 3 clusters Score -2.297992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1564732.125000 Penalty: 2384.703125
	Iteration 0F: 2 clusters Score -1564732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1553905.625000 Penalty: 4769.406250
	Iteration 0F: 3 clusters Score -1553906 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1557506.625000 Penalty: 4769.406250
	Iteration 1F: 3 clusters Score -1557507 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1558181.375000 Penalty: 4769.406250
	Iteration 2F: 3 clusters Score -1558181 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1558932.625000 Penalty: 4769.406250
	Iteration 3F: 3 clusters Score -1558933 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1559670.250000 Penalty: 4769.406250
	Iteration 4F: 3 clusters Score -1559670 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1560255.500000 Penalty: 4769.406250
	Iteration 5F: 3 clusters Score -1560256 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1560691.750000 Penalty: 4769.406250
	Iteration 6F: 3 clusters Score -1560692 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1560981.500000 Penalty: 4769.406250
	Iteration 7Q: 3 clusters Score -1560982 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1561154.500000 Penalty: 4769.406250
	Iteration 8Q: 3 clusters Score -1561154 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1561263.375000 Penalty: 4769.406250
	Iteration 9Q: 3 clusters Score -1561263 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1561352.500000 Penalty: 4769.406250
	Iteration 10Q: 3 clusters Score -1561352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1561425.500000 Penalty: 4769.406250
	Iteration 11Q: 3 clusters Score -1561426 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1561480.875000 Penalty: 4769.406250
	Iteration 12Q: 3 clusters Score -1561481 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1561524.000000 Penalty: 4769.406250
	Iteration 13Q: 3 clusters Score -1561524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1561553.875000 Penalty: 4769.406250
	Iteration 14Q: 3 clusters Score -1561554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1561593.750000 Penalty: 4769.406250
	Iteration 15Q: 3 clusters Score -1561594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1561642.375000 Penalty: 4769.406250
	Iteration 16Q: 3 clusters Score -1561642 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1561690.250000 Penalty: 4769.406250
	Iteration 17Q: 3 clusters Score -1561690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1561733.375000 Penalty: 4769.406250
	Iteration 18Q: 3 clusters Score -1561733 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1561776.250000 Penalty: 4769.406250
	Iteration 19Q: 3 clusters Score -1561776 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1561822.500000 Penalty: 4769.406250
	Iteration 20F: 3 clusters Score -1561822 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1561874.750000 Penalty: 4769.406250
	Iteration 21Q: 3 clusters Score -1561875 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1561936.000000 Penalty: 4769.406250
	Iteration 22Q: 3 clusters Score -1561936 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1561984.875000 Penalty: 4769.406250
	Iteration 23Q: 3 clusters Score -1561985 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1562037.625000 Penalty: 4769.406250
	Iteration 24Q: 3 clusters Score -1562038 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1562093.500000 Penalty: 4769.406250
	Iteration 25Q: 3 clusters Score -1562094 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1562153.625000 Penalty: 4769.406250
	Iteration 26Q: 3 clusters Score -1562154 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1562228.500000 Penalty: 4769.406250
	Iteration 27Q: 3 clusters Score -1562228 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1562303.375000 Penalty: 4769.406250
	Iteration 28Q: 3 clusters Score -1562303 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1562384.500000 Penalty: 4769.406250
	Iteration 29Q: 3 clusters Score -1562384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1562448.125000 Penalty: 4769.406250
	Iteration 30Q: 3 clusters Score -1562448 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1562517.250000 Penalty: 4769.406250
	Iteration 31Q: 3 clusters Score -1562517 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1562595.625000 Penalty: 4769.406250
	Iteration 32Q: 3 clusters Score -1562596 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1562664.375000 Penalty: 4769.406250
	Iteration 33Q: 3 clusters Score -1562664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1562720.875000 Penalty: 4769.406250
	Iteration 34Q: 3 clusters Score -1562721 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1562775.375000 Penalty: 4769.406250
	Iteration 35Q: 3 clusters Score -1562775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1562812.875000 Penalty: 4769.406250
	Iteration 36Q: 3 clusters Score -1562813 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1562848.500000 Penalty: 4769.406250
	Iteration 37Q: 3 clusters Score -1562848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1562879.875000 Penalty: 4769.406250
	Iteration 38Q: 3 clusters Score -1562880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1562901.875000 Penalty: 4769.406250
	Iteration 39Q: 3 clusters Score -1562902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1562928.500000 Penalty: 4769.406250
	Iteration 40F: 3 clusters Score -1562928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1562954.750000 Penalty: 4769.406250
	Iteration 41Q: 3 clusters Score -1562955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1562990.500000 Penalty: 4769.406250
	Iteration 42Q: 3 clusters Score -1562990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1563018.000000 Penalty: 4769.406250
	Iteration 43Q: 3 clusters Score -1563018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1563043.250000 Penalty: 4769.406250
	Iteration 44Q: 3 clusters Score -1563043 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1563058.875000 Penalty: 4769.406250
	Iteration 45Q: 3 clusters Score -1563059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1563068.250000 Penalty: 4769.406250
	Iteration 46Q: 3 clusters Score -1563068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1563081.500000 Penalty: 4769.406250
	Iteration 47Q: 3 clusters Score -1563082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1563088.500000 Penalty: 4769.406250
	Iteration 48Q: 3 clusters Score -1563088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1563097.375000 Penalty: 4769.406250
	Iteration 49Q: 3 clusters Score -1563097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1563108.125000 Penalty: 4769.406250
	Iteration 50Q: 3 clusters Score -1563108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1563115.375000 Penalty: 4769.406250
	Iteration 51Q: 3 clusters Score -1563115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1563120.250000 Penalty: 4769.406250
	Iteration 52Q: 3 clusters Score -1563120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1563127.125000 Penalty: 4769.406250
	Iteration 53Q: 3 clusters Score -1563127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1563135.375000 Penalty: 4769.406250
	Iteration 54Q: 3 clusters Score -1563135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1563140.625000 Penalty: 4769.406250
	Iteration 55Q: 3 clusters Score -1563141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1563139.125000 Penalty: 4769.406250
	Iteration 56Q: 3 clusters Score -1563139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1563141.875000 Penalty: 4769.406250
	Iteration 57Q: 3 clusters Score -1563142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1563144.125000 Penalty: 4769.406250
	Iteration 58Q: 3 clusters Score -1563144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1563141.375000 Penalty: 4769.406250
	Iteration 59Q: 3 clusters Score -1563141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1563142.000000 Penalty: 4769.406250
	Iteration 60F: 3 clusters Score -1563142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1563142.750000 Penalty: 4769.406250
	Iteration 61Q: 3 clusters Score -1563143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1563142.750000 Penalty: 4769.406250
	Iteration 62F: 3 clusters Score -1563143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (73975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Entering Unmasked Estep 
Score: -8453738.000000 Penalty: 2780.447510
	Iteration 0F: 2 clusters Score -8453738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -8404318.000000 Penalty: 5560.895020
	Iteration 0F: 3 clusters Score -8404318 nChanged 34561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -8424306.000000 Penalty: 5560.895020
	Iteration 1F: 3 clusters Score -8424306 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -8425972.000000 Penalty: 5560.895020
	Iteration 2F: 3 clusters Score -8425972 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -8428852.000000 Penalty: 5560.895020
	Iteration 3F: 3 clusters Score -8428852 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8433236.000000 Penalty: 5560.895020
	Iteration 4F: 3 clusters Score -8433236 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -8438806.000000 Penalty: 5560.895020
	Iteration 5F: 3 clusters Score -8438806 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8443802.000000 Penalty: 5560.895020
	Iteration 6F: 3 clusters Score -8443802 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -8447273.000000 Penalty: 5560.895020
	Iteration 7F: 3 clusters Score -8447273 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -8449544.000000 Penalty: 5560.895020
	Iteration 8Q: 3 clusters Score -8449544 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8450842.000000 Penalty: 5560.895020
	Iteration 9Q: 3 clusters Score -8450842 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70120 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8451527.000000 Penalty: 5560.895020
	Iteration 10Q: 3 clusters Score -8451527 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8451815.000000 Penalty: 5560.895020
	Iteration 11Q: 3 clusters Score -8451815 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8451957.000000 Penalty: 5560.895020
	Iteration 12Q: 3 clusters Score -8451957 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8452054.000000 Penalty: 5560.895020
	Iteration 13Q: 3 clusters Score -8452054 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8452104.000000 Penalty: 5560.895020
	Iteration 14Q: 3 clusters Score -8452104 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8452169.000000 Penalty: 5560.895020
	Iteration 15Q: 3 clusters Score -8452169 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71262 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8452210.000000 Penalty: 5560.895020
	Iteration 16Q: 3 clusters Score -8452210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8452244.000000 Penalty: 5560.895020
	Iteration 17Q: 3 clusters Score -8452244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71409 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8452265.000000 Penalty: 5560.895020
	Iteration 18Q: 3 clusters Score -8452265 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8452273.000000 Penalty: 5560.895020
	Iteration 19Q: 3 clusters Score -8452273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8452283.000000 Penalty: 5560.895020
	Iteration 20F: 3 clusters Score -8452283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8452308.000000 Penalty: 5560.895020
	Iteration 21Q: 3 clusters Score -8452308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8452331.000000 Penalty: 5560.895020
	Iteration 22Q: 3 clusters Score -8452331 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8452344.000000 Penalty: 5560.895020
	Iteration 23Q: 3 clusters Score -8452344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8452348.000000 Penalty: 5560.895020
	Iteration 24Q: 3 clusters Score -8452348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8452367.000000 Penalty: 5560.895020
	Iteration 25Q: 3 clusters Score -8452367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8452383.000000 Penalty: 5560.895020
	Iteration 26Q: 3 clusters Score -8452383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8452389.000000 Penalty: 5560.895020
	Iteration 27Q: 3 clusters Score -8452389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8452393.000000 Penalty: 5560.895020
	Iteration 28Q: 3 clusters Score -8452393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8452379.000000 Penalty: 5560.895020
	Iteration 29Q: 3 clusters Score -8452379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8452387.000000 Penalty: 5560.895020
	Iteration 30Q: 3 clusters Score -8452387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8452369.000000 Penalty: 5560.895020
	Iteration 31Q: 3 clusters Score -8452369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71801 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8452382.000000 Penalty: 5560.895020
	Iteration 32Q: 3 clusters Score -8452382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8452380.000000 Penalty: 5560.895020
	Iteration 33Q: 3 clusters Score -8452380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8452382.000000 Penalty: 5560.895020
	Iteration 34Q: 3 clusters Score -8452382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8452373.000000 Penalty: 5560.895020
	Iteration 35Q: 3 clusters Score -8452373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8452377.000000 Penalty: 5560.895020
	Iteration 36Q: 3 clusters Score -8452377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8452375.000000 Penalty: 5560.895020
	Iteration 37Q: 3 clusters Score -8452375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8452371.000000 Penalty: 5560.895020
	Iteration 38Q: 3 clusters Score -8452371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8452384.000000 Penalty: 5560.895020
	Iteration 39Q: 3 clusters Score -8452384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8452382.000000 Penalty: 5560.895020
	Iteration 40F: 3 clusters Score -8452382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8452394.000000 Penalty: 5560.895020
	Iteration 41Q: 3 clusters Score -8452394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8452403.000000 Penalty: 5560.895020
	Iteration 42Q: 3 clusters Score -8452403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8452399.000000 Penalty: 5560.895020
	Iteration 43Q: 3 clusters Score -8452399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8452399.000000 Penalty: 5560.895020
	Iteration 44F: 3 clusters Score -8452399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Entering Unmasked Estep 
Score: -1467412.875000 Penalty: 2350.467773
	Iteration 0F: 2 clusters Score -1467413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1457861.000000 Penalty: 4700.935547
	Iteration 0F: 3 clusters Score -1457861 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1460950.000000 Penalty: 4700.935547
	Iteration 1F: 3 clusters Score -1460950 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1461441.125000 Penalty: 4700.935547
	Iteration 2F: 3 clusters Score -1461441 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1461802.375000 Penalty: 4700.935547
	Iteration 3F: 3 clusters Score -1461802 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1462095.375000 Penalty: 4700.935547
	Iteration 4Q: 3 clusters Score -1462095 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1462329.000000 Penalty: 4700.935547
	Iteration 5Q: 3 clusters Score -1462329 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1462571.875000 Penalty: 4700.935547
	Iteration 6Q: 3 clusters Score -1462572 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1462760.375000 Penalty: 4700.935547
	Iteration 7Q: 3 clusters Score -1462760 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1462925.750000 Penalty: 4700.935547
	Iteration 8Q: 3 clusters Score -1462926 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1463054.750000 Penalty: 4700.935547
	Iteration 9Q: 3 clusters Score -1463055 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1463166.250000 Penalty: 4700.935547
	Iteration 10Q: 3 clusters Score -1463166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1463300.875000 Penalty: 4700.935547
	Iteration 11Q: 3 clusters Score -1463301 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1463422 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1463542 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1463686 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1463839.625000 Penalty: 4700.935547
	Iteration 15Q: 3 clusters Score -1463840 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1463972 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1464107 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1464231.875000 Penalty: 4700.935547
	Iteration 18Q: 3 clusters Score -1464232 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1464329.000000 Penalty: 4700.935547
	Iteration 19Q: 3 clusters Score -1464329 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1464409.500000 Penalty: 4700.935547
	Iteration 20F: 3 clusters Score -1464410 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1464452.000000 Penalty: 4700.935547
	Iteration 21Q: 3 clusters Score -1464452 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1464494.375000 Penalty: 4700.935547
	Iteration 22Q: 3 clusters Score -1464494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1464526.375000 Penalty: 4700.935547
	Iteration 23Q: 3 clusters Score -1464526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1464568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1464612.250000 Penalty: 4700.935547
	Iteration 25Q: 3 clusters Score -1464612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1464655 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1464705 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1464746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1464784 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1464813 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1464841 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1464878 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1464926 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1464973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1465015.750000 Penalty: 4700.935547
	Iteration 35Q: 3 clusters Score -1465016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1465062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1465116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1465167 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1465213 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1465262.500000 Penalty: 4700.935547
	Iteration 40F: 3 clusters Score -1465262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1465325.250000 Penalty: 4700.935547
	Iteration 41Q: 3 clusters Score -1465325 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1465378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1465418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1465452.625000 Penalty: 4700.935547
	Iteration 44Q: 3 clusters Score -1465453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1465480.000000 Penalty: 4700.935547
	Iteration 45Q: 3 clusters Score -1465480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1465511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1465538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1465552.625000 Penalty: 4700.935547
	Iteration 48Q: 3 clusters Score -1465553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1465572.625000 Penalty: 4700.935547
	Iteration 49Q: 3 clusters Score -1465573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1465588.875000 Penalty: 4700.935547
	Iteration 50Q: 3 clusters Score -1465589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1465595.875000 Penalty: 4700.935547
	Iteration 51Q: 3 clusters Score -1465596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1465605.375000 Penalty: 4700.935547
	Iteration 52Q: 3 clusters Score -1465605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1465612.250000 Penalty: 4700.935547
	Iteration 53Q: 3 clusters Score -1465612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1465620.875000 Penalty: 4700.935547
	Iteration 54Q: 3 clusters Score -1465621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1465627.875000 Penalty: 4700.935547
	Iteration 55Q: 3 clusters Score -1465628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1465638.500000 Penalty: 4700.935547
	Iteration 56Q: 3 clusters Score -1465638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1465648.875000 Penalty: 4700.935547
	Iteration 57Q: 3 clusters Score -1465649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1465649.875000 Penalty: 4700.935547
	Iteration 58Q: 3 clusters Score -1465650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1465651.250000 Penalty: 4700.935547
	Iteration 59Q: 3 clusters Score -1465651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1465653.750000 Penalty: 4700.935547
	Iteration 60F: 3 clusters Score -1465654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1465657.875000 Penalty: 4700.935547
	Iteration 61Q: 3 clusters Score -1465658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1465657.500000 Penalty: 4700.935547
	Iteration 62Q: 3 clusters Score -1465658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1465655.500000 Penalty: 4700.935547
	Iteration 63Q: 3 clusters Score -1465656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1465660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1465660.750000 Penalty: 4700.935547
	Iteration 65Q: 3 clusters Score -1465661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1465660.625000 Penalty: 4700.935547
	Iteration 66Q: 3 clusters Score -1465661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1465662.375000 Penalty: 4700.935547
	Iteration 67Q: 3 clusters Score -1465662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1465661.875000 Penalty: 4700.935547
	Iteration 68Q: 3 clusters Score -1465662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1465662.625000 Penalty: 4700.935547
	Iteration 69Q: 3 clusters Score -1465663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1465664.000000 Penalty: 4700.935547
	Iteration 70Q: 3 clusters Score -1465664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1465665.250000 Penalty: 4700.935547
	Iteration 71Q: 3 clusters Score -1465665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1465666.875000 Penalty: 4700.935547
	Iteration 72Q: 3 clusters Score -1465667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1465666.500000 Penalty: 4700.935547
	Iteration 73Q: 3 clusters Score -1465666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1465666.000000 Penalty: 4700.935547
	Iteration 74Q: 3 clusters Score -1465666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1465666.375000 Penalty: 4700.935547
	Iteration 75Q: 3 clusters Score -1465666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1465667.375000 Penalty: 4700.935547
	Iteration 76Q: 3 clusters Score -1465667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1465666.125000 Penalty: 4700.935547
	Iteration 77Q: 3 clusters Score -1465666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1465669.500000 Penalty: 4700.935547
	Iteration 78Q: 3 clusters Score -1465670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1465670.375000 Penalty: 4700.935547
	Iteration 79Q: 3 clusters Score -1465670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1465673.500000 Penalty: 4700.935547
	Iteration 80F: 3 clusters Score -1465674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1465675.250000 Penalty: 4700.935547
	Iteration 81Q: 3 clusters Score -1465675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1465677.750000 Penalty: 4700.935547
	Iteration 82Q: 3 clusters Score -1465678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1465685.250000 Penalty: 4700.935547
	Iteration 83Q: 3 clusters Score -1465685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1465688.875000 Penalty: 4700.935547
	Iteration 84Q: 3 clusters Score -1465689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1465697.625000 Penalty: 4700.935547
	Iteration 85Q: 3 clusters Score -1465698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1465699.250000 Penalty: 4700.935547
	Iteration 86Q: 3 clusters Score -1465699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1465706.375000 Penalty: 4700.935547
	Iteration 87Q: 3 clusters Score -1465706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1465707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1465707.250000 Penalty: 4700.935547
	Iteration 89Q: 3 clusters Score -1465707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1465716.875000 Penalty: 4700.935547
	Iteration 90Q: 3 clusters Score -1465717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1465721.375000 Penalty: 4700.935547
	Iteration 91Q: 3 clusters Score -1465721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1465728.750000 Penalty: 4700.935547
	Iteration 92Q: 3 clusters Score -1465729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1465733.625000 Penalty: 4700.935547
	Iteration 93Q: 3 clusters Score -1465734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1465734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1465737.750000 Penalty: 4700.935547
	Iteration 95Q: 3 clusters Score -1465738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1465740.250000 Penalty: 4700.935547
	Iteration 96Q: 3 clusters Score -1465740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1465748.625000 Penalty: 4700.935547
	Iteration 97Q: 3 clusters Score -1465749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1465752.625000 Penalty: 4700.935547
	Iteration 98Q: 3 clusters Score -1465753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1465756.875000 Penalty: 4700.935547
	Iteration 99Q: 3 clusters Score -1465757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1465760.125000 Penalty: 4700.935547
	Iteration 100F: 3 clusters Score -1465760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1465763.375000 Penalty: 4700.935547
	Iteration 101Q: 3 clusters Score -1465763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1465767.250000 Penalty: 4700.935547
	Iteration 102Q: 3 clusters Score -1465767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1465767.625000 Penalty: 4700.935547
	Iteration 103Q: 3 clusters Score -1465768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1465771.250000 Penalty: 4700.935547
	Iteration 104Q: 3 clusters Score -1465771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1465776.875000 Penalty: 4700.935547
	Iteration 105Q: 3 clusters Score -1465777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1465777.375000 Penalty: 4700.935547
	Iteration 106Q: 3 clusters Score -1465777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1465777.125000 Penalty: 4700.935547
	Iteration 107Q: 3 clusters Score -1465777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1465781.500000 Penalty: 4700.935547
	Iteration 108Q: 3 clusters Score -1465782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1465788.250000 Penalty: 4700.935547
	Iteration 109Q: 3 clusters Score -1465788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1465789.500000 Penalty: 4700.935547
	Iteration 110Q: 3 clusters Score -1465790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1465789.125000 Penalty: 4700.935547
	Iteration 111Q: 3 clusters Score -1465789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1465787.875000 Penalty: 4700.935547
	Iteration 112Q: 3 clusters Score -1465788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1465789.375000 Penalty: 4700.935547
	Iteration 113Q: 3 clusters Score -1465789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1465789.500000 Penalty: 4700.935547
	Iteration 114Q: 3 clusters Score -1465790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1465789.500000 Penalty: 4700.935547
	Iteration 115F: 3 clusters Score -1465790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Entering Unmasked Estep 
Score: -810436.750000 Penalty: 2206.828613
	Iteration 0F: 2 clusters Score -810436.8 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 3617 members 
Entering Unmasked Estep 
Score: -804498.125000 Penalty: 4413.657227
	Iteration 0F: 3 clusters Score -804498.1 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -806021.500000 Penalty: 4413.657227
	Iteration 1F: 3 clusters Score -806021.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -806272.687500 Penalty: 4413.657227
	Iteration 2F: 3 clusters Score -806272.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -806457.562500 Penalty: 4413.657227
	Iteration 3F: 3 clusters Score -806457.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -806599.562500 Penalty: 4413.657227
	Iteration 4Q: 3 clusters Score -806599.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -806727.687500 Penalty: 4413.657227
	Iteration 5Q: 3 clusters Score -806727.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -806846.812500 Penalty: 4413.657227
	Iteration 6Q: 3 clusters Score -806846.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -806956.187500 Penalty: 4413.657227
	Iteration 7Q: 3 clusters Score -806956.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -807071.437500 Penalty: 4413.657227
	Iteration 8Q: 3 clusters Score -807071.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -807184.062500 Penalty: 4413.657227
	Iteration 9Q: 3 clusters Score -807184.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -807305.062500 Penalty: 4413.657227
	Iteration 10Q: 3 clusters Score -807305.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -807418.062500 Penalty: 4413.657227
	Iteration 11Q: 3 clusters Score -807418.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -807551.687500 Penalty: 4413.657227
	Iteration 12Q: 3 clusters Score -807551.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -807696.062500 Penalty: 4413.657227
	Iteration 13Q: 3 clusters Score -807696.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -807831.687500 Penalty: 4413.657227
	Iteration 14Q: 3 clusters Score -807831.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -807974.625000 Penalty: 4413.657227
	Iteration 15Q: 3 clusters Score -807974.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -808139.500000 Penalty: 4413.657227
	Iteration 16Q: 3 clusters Score -808139.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -808280.750000 Penalty: 4413.657227
	Iteration 17Q: 3 clusters Score -808280.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -808392.687500 Penalty: 4413.657227
	Iteration 18Q: 3 clusters Score -808392.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -808487.812500 Penalty: 4413.657227
	Iteration 19Q: 3 clusters Score -808487.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -808580.812500 Penalty: 4413.657227
	Iteration 20F: 3 clusters Score -808580.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -808662.375000 Penalty: 4413.657227
	Iteration 21Q: 3 clusters Score -808662.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -808759.562500 Penalty: 4413.657227
	Iteration 22Q: 3 clusters Score -808759.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -808838.687500 Penalty: 4413.657227
	Iteration 23Q: 3 clusters Score -808838.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -808877.812500 Penalty: 4413.657227
	Iteration 24Q: 3 clusters Score -808877.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -808899.125000 Penalty: 4413.657227
	Iteration 25Q: 3 clusters Score -808899.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -808907.750000 Penalty: 4413.657227
	Iteration 26Q: 3 clusters Score -808907.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -808913.000000 Penalty: 4413.657227
	Iteration 27Q: 3 clusters Score -808913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -808921.000000 Penalty: 4413.657227
	Iteration 28Q: 3 clusters Score -808921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -808924.562500 Penalty: 4413.657227
	Iteration 29Q: 3 clusters Score -808924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -808926.187500 Penalty: 4413.657227
	Iteration 30Q: 3 clusters Score -808926.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -808926.500000 Penalty: 4413.657227
	Iteration 31Q: 3 clusters Score -808926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -808926.500000 Penalty: 4413.657227
	Iteration 32F: 3 clusters Score -808926.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (247776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247776 members 
Entering Unmasked Estep 
Score: -28928756.000000 Penalty: 3080.229492
	Iteration 0F: 2 clusters Score -2.892876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123851 members 
Mstep: Class 2 contains 123925 members 
Entering Unmasked Estep 
Score: -28777592.000000 Penalty: 6160.458984
	Iteration 0F: 3 clusters Score -2.877759e+07 nChanged 119874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122929 members 
Mstep: Class 2 contains 124847 members 
Entering Unmasked Estep 
Score: -28848328.000000 Penalty: 6160.458984
	Iteration 1F: 3 clusters Score -2.884833e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122723 members 
Mstep: Class 2 contains 125053 members 
Entering Unmasked Estep 
Score: -28849484.000000 Penalty: 6160.458984
	Iteration 2Q: 3 clusters Score -2.884948e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122458 members 
Mstep: Class 2 contains 125318 members 
Entering Unmasked Estep 
Score: -28850870.000000 Penalty: 6160.458984
	Iteration 3Q: 3 clusters Score -2.885087e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122168 members 
Mstep: Class 2 contains 125608 members 
Entering Unmasked Estep 
Score: -28852850.000000 Penalty: 6160.458984
	Iteration 4Q: 3 clusters Score -2.885285e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121913 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -28855066.000000 Penalty: 6160.458984
	Iteration 5Q: 3 clusters Score -2.885507e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 126138 members 
Entering Unmasked Estep 
Score: -28858100.000000 Penalty: 6160.458984
	Iteration 6Q: 3 clusters Score -2.88581e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 126669 members 
Entering Unmasked Estep 
Score: -28861412.000000 Penalty: 6160.458984
	Iteration 7Q: 3 clusters Score -2.886141e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120143 members 
Mstep: Class 2 contains 127633 members 
Entering Unmasked Estep 
Score: -28865064.000000 Penalty: 6160.458984
	Iteration 8Q: 3 clusters Score -2.886506e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118368 members 
Mstep: Class 2 contains 129408 members 
Entering Unmasked Estep 
Score: -28869212.000000 Penalty: 6160.458984
	Iteration 9Q: 3 clusters Score -2.886921e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 132279 members 
Entering Unmasked Estep 
Score: -28873242.000000 Penalty: 6160.458984
	Iteration 10Q: 3 clusters Score -2.887324e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 136596 members 
Entering Unmasked Estep 
Score: -28876954.000000 Penalty: 6160.458984
	Iteration 11Q: 3 clusters Score -2.887695e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 142443 members 
Entering Unmasked Estep 
Score: -28880466.000000 Penalty: 6160.458984
	Iteration 12Q: 3 clusters Score -2.888047e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 150070 members 
Entering Unmasked Estep 
Score: -28884406.000000 Penalty: 6160.458984
	Iteration 13Q: 3 clusters Score -2.888441e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 159403 members 
Entering Unmasked Estep 
Score: -28888906.000000 Penalty: 6160.458984
	Iteration 14Q: 3 clusters Score -2.888891e+07 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 170343 members 
Entering Unmasked Estep 
Score: -28894066.000000 Penalty: 6160.458984
	Iteration 15Q: 3 clusters Score -2.889407e+07 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 182683 members 
Entering Unmasked Estep 
Score: -28900376.000000 Penalty: 6160.458984
	Iteration 16Q: 3 clusters Score -2.890038e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 195412 members 
Entering Unmasked Estep 
Score: -28907126.000000 Penalty: 6160.458984
	Iteration 17F: 3 clusters Score -2.890713e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 207553 members 
Entering Unmasked Estep 
Score: -28913640.000000 Penalty: 6160.458984
	Iteration 18Q: 3 clusters Score -2.891364e+07 nChanged 10502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 218053 members 
Entering Unmasked Estep 
Score: -28919088.000000 Penalty: 6160.458984
	Iteration 19Q: 3 clusters Score -2.891909e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 226143 members 
Entering Unmasked Estep 
Score: -28922886.000000 Penalty: 6160.458984
	Iteration 20F: 3 clusters Score -2.892289e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 231900 members 
Entering Unmasked Estep 
Score: -28925396.000000 Penalty: 6160.458984
	Iteration 21Q: 3 clusters Score -2.89254e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 235805 members 
Entering Unmasked Estep 
Score: -28926820.000000 Penalty: 6160.458984
	Iteration 22Q: 3 clusters Score -2.892682e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 238285 members 
Entering Unmasked Estep 
Score: -28927350.000000 Penalty: 6160.458984
	Iteration 23Q: 3 clusters Score -2.892735e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 239888 members 
Entering Unmasked Estep 
Score: -28927700.000000 Penalty: 6160.458984
	Iteration 24Q: 3 clusters Score -2.89277e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 240966 members 
Entering Unmasked Estep 
Score: -28927942.000000 Penalty: 6160.458984
	Iteration 25Q: 3 clusters Score -2.892794e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 241688 members 
Entering Unmasked Estep 
Score: -28928042.000000 Penalty: 6160.458984
	Iteration 26Q: 3 clusters Score -2.892804e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 242233 members 
Entering Unmasked Estep 
Score: -28928064.000000 Penalty: 6160.458984
	Iteration 27Q: 3 clusters Score -2.892806e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 242632 members 
Entering Unmasked Estep 
Score: -28928048.000000 Penalty: 6160.458984
	Iteration 28Q: 3 clusters Score -2.892805e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 242947 members 
Entering Unmasked Estep 
Score: -28928076.000000 Penalty: 6160.458984
	Iteration 29Q: 3 clusters Score -2.892808e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 243172 members 
Entering Unmasked Estep 
Score: -28928102.000000 Penalty: 6160.458984
	Iteration 30Q: 3 clusters Score -2.89281e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 243328 members 
Entering Unmasked Estep 
Score: -28928106.000000 Penalty: 6160.458984
	Iteration 31Q: 3 clusters Score -2.892811e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 243445 members 
Entering Unmasked Estep 
Score: -28928096.000000 Penalty: 6160.458984
	Iteration 32Q: 3 clusters Score -2.89281e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 243542 members 
Entering Unmasked Estep 
Score: -28928062.000000 Penalty: 6160.458984
	Iteration 33Q: 3 clusters Score -2.892806e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 243607 members 
Entering Unmasked Estep 
Score: -28928098.000000 Penalty: 6160.458984
	Iteration 34Q: 3 clusters Score -2.89281e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 243679 members 
Entering Unmasked Estep 
Score: -28928082.000000 Penalty: 6160.458984
	Iteration 35Q: 3 clusters Score -2.892808e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 243736 members 
Entering Unmasked Estep 
Score: -28928082.000000 Penalty: 6160.458984
	Iteration 36Q: 3 clusters Score -2.892808e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 243781 members 
Entering Unmasked Estep 
Score: -28928092.000000 Penalty: 6160.458984
	Iteration 37Q: 3 clusters Score -2.892809e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 243814 members 
Entering Unmasked Estep 
Score: -28928108.000000 Penalty: 6160.458984
	Iteration 38Q: 3 clusters Score -2.892811e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 243837 members 
Entering Unmasked Estep 
Score: -28928136.000000 Penalty: 6160.458984
	Iteration 39Q: 3 clusters Score -2.892814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 243868 members 
Entering Unmasked Estep 
Score: -28928100.000000 Penalty: 6160.458984
	Iteration 40F: 3 clusters Score -2.89281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 243905 members 
Entering Unmasked Estep 
Score: -28928098.000000 Penalty: 6160.458984
	Iteration 41Q: 3 clusters Score -2.89281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 243930 members 
Entering Unmasked Estep 
Score: -28928096.000000 Penalty: 6160.458984
	Iteration 42Q: 3 clusters Score -2.89281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 243951 members 
Entering Unmasked Estep 
Score: -28928098.000000 Penalty: 6160.458984
	Iteration 43Q: 3 clusters Score -2.89281e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 243973 members 
Entering Unmasked Estep 
Score: -28928096.000000 Penalty: 6160.458984
	Iteration 44Q: 3 clusters Score -2.89281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 243992 members 
Entering Unmasked Estep 
Score: -28928088.000000 Penalty: 6160.458984
	Iteration 45Q: 3 clusters Score -2.892809e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 244020 members 
Entering Unmasked Estep 
Score: -28928080.000000 Penalty: 6160.458984
	Iteration 46Q: 3 clusters Score -2.892808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 244040 members 
Entering Unmasked Estep 
Score: -28928044.000000 Penalty: 6160.458984
	Iteration 47Q: 3 clusters Score -2.892804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 244056 members 
Entering Unmasked Estep 
Score: -28928036.000000 Penalty: 6160.458984
	Iteration 48Q: 3 clusters Score -2.892804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 244072 members 
Entering Unmasked Estep 
Score: -28928036.000000 Penalty: 6160.458984
	Iteration 49Q: 3 clusters Score -2.892804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 244086 members 
Entering Unmasked Estep 
Score: -28928046.000000 Penalty: 6160.458984
	Iteration 50Q: 3 clusters Score -2.892805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 244104 members 
Entering Unmasked Estep 
Score: -28928024.000000 Penalty: 6160.458984
	Iteration 51Q: 3 clusters Score -2.892802e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 244117 members 
Entering Unmasked Estep 
Score: -28928044.000000 Penalty: 6160.458984
	Iteration 52Q: 3 clusters Score -2.892804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 244127 members 
Entering Unmasked Estep 
Score: -28928044.000000 Penalty: 6160.458984
	Iteration 53Q: 3 clusters Score -2.892804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 244133 members 
Entering Unmasked Estep 
Score: -28928044.000000 Penalty: 6160.458984
	Iteration 54Q: 3 clusters Score -2.892804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 244140 members 
Entering Unmasked Estep 
Score: -28928076.000000 Penalty: 6160.458984
	Iteration 55Q: 3 clusters Score -2.892808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 244147 members 
Entering Unmasked Estep 
Score: -28928046.000000 Penalty: 6160.458984
	Iteration 56Q: 3 clusters Score -2.892805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 244152 members 
Entering Unmasked Estep 
Score: -28928050.000000 Penalty: 6160.458984
	Iteration 57Q: 3 clusters Score -2.892805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 244156 members 
Entering Unmasked Estep 
Score: -28928042.000000 Penalty: 6160.458984
	Iteration 58Q: 3 clusters Score -2.892804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 244155 members 
Entering Unmasked Estep 
Score: -28928042.000000 Penalty: 6160.458984
	Iteration 59Q: 3 clusters Score -2.892804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 244154 members 
Entering Unmasked Estep 
Score: -28928026.000000 Penalty: 6160.458984
	Iteration 60F: 3 clusters Score -2.892803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 244157 members 
Entering Unmasked Estep 
Score: -28928018.000000 Penalty: 6160.458984
	Iteration 61Q: 3 clusters Score -2.892802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 244161 members 
Entering Unmasked Estep 
Score: -28928030.000000 Penalty: 6160.458984
	Iteration 62Q: 3 clusters Score -2.892803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 244164 members 
Entering Unmasked Estep 
Score: -28928018.000000 Penalty: 6160.458984
	Iteration 63Q: 3 clusters Score -2.892802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 244164 members 
Entering Unmasked Estep 
Score: -28928018.000000 Penalty: 6160.458984
	Iteration 64Q: 3 clusters Score -2.892802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 244166 members 
Entering Unmasked Estep 
Score: -28928024.000000 Penalty: 6160.458984
	Iteration 65Q: 3 clusters Score -2.892802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 244166 members 
Entering Unmasked Estep 
Score: -28928032.000000 Penalty: 6160.458984
	Iteration 66Q: 3 clusters Score -2.892803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 244169 members 
Entering Unmasked Estep 
Score: -28928040.000000 Penalty: 6160.458984
	Iteration 67Q: 3 clusters Score -2.892804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 244170 members 
Entering Unmasked Estep 
Score: -28928026.000000 Penalty: 6160.458984
	Iteration 68Q: 3 clusters Score -2.892803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 244171 members 
Entering Unmasked Estep 
Score: -28928038.000000 Penalty: 6160.458984
	Iteration 69Q: 3 clusters Score -2.892804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 244172 members 
Entering Unmasked Estep 
Score: -28928046.000000 Penalty: 6160.458984
	Iteration 70Q: 3 clusters Score -2.892805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 244173 members 
Entering Unmasked Estep 
Score: -28928054.000000 Penalty: 6160.458984
	Iteration 71Q: 3 clusters Score -2.892805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 244172 members 
Entering Unmasked Estep 
Score: -28928048.000000 Penalty: 6160.458984
	Iteration 72Q: 3 clusters Score -2.892805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 244172 members 
Entering Unmasked Estep 
Score: -28928048.000000 Penalty: 6160.458984
	Iteration 73F: 3 clusters Score -2.892805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (109312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Entering Unmasked Estep 
Score: -12699806.000000 Penalty: 2877.286377
	Iteration 0F: 2 clusters Score -1.269981e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -12626713.000000 Penalty: 5754.572754
	Iteration 0F: 3 clusters Score -1.262671e+07 nChanged 51870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -12656752.000000 Penalty: 5754.572754
	Iteration 1F: 3 clusters Score -1.265675e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -12657788.000000 Penalty: 5754.572754
	Iteration 2Q: 3 clusters Score -1.265779e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -12659129.000000 Penalty: 5754.572754
	Iteration 3Q: 3 clusters Score -1.265913e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -12660649.000000 Penalty: 5754.572754
	Iteration 4Q: 3 clusters Score -1.266065e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -12662886.000000 Penalty: 5754.572754
	Iteration 5Q: 3 clusters Score -1.266289e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -12665489.000000 Penalty: 5754.572754
	Iteration 6Q: 3 clusters Score -1.266549e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -12668908.000000 Penalty: 5754.572754
	Iteration 7F: 3 clusters Score -1.266891e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -12672979.000000 Penalty: 5754.572754
	Iteration 8F: 3 clusters Score -1.267298e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -12677147.000000 Penalty: 5754.572754
	Iteration 9F: 3 clusters Score -1.267715e+07 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
Score: -12680511.000000 Penalty: 5754.572754
	Iteration 10F: 3 clusters Score -1.268051e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -12682043.000000 Penalty: 5754.572754
	Iteration 11Q: 3 clusters Score -1.268204e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -12682687.000000 Penalty: 5754.572754
	Iteration 12Q: 3 clusters Score -1.268269e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -12683047.000000 Penalty: 5754.572754
	Iteration 13Q: 3 clusters Score -1.268305e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 65086 members 
Entering Unmasked Estep 
Score: -12683255.000000 Penalty: 5754.572754
	Iteration 14Q: 3 clusters Score -1.268326e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -12683440.000000 Penalty: 5754.572754
	Iteration 15Q: 3 clusters Score -1.268344e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -12683657.000000 Penalty: 5754.572754
	Iteration 16Q: 3 clusters Score -1.268366e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -12683780.000000 Penalty: 5754.572754
	Iteration 17Q: 3 clusters Score -1.268378e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 67345 members 
Entering Unmasked Estep 
Score: -12683904.000000 Penalty: 5754.572754
	Iteration 18Q: 3 clusters Score -1.26839e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -12684034.000000 Penalty: 5754.572754
	Iteration 19Q: 3 clusters Score -1.268403e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -12684141.000000 Penalty: 5754.572754
	Iteration 20F: 3 clusters Score -1.268414e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -12684317.000000 Penalty: 5754.572754
	Iteration 21Q: 3 clusters Score -1.268432e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -12684486.000000 Penalty: 5754.572754
	Iteration 22Q: 3 clusters Score -1.268449e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -12684618.000000 Penalty: 5754.572754
	Iteration 23Q: 3 clusters Score -1.268462e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -12684796.000000 Penalty: 5754.572754
	Iteration 24Q: 3 clusters Score -1.26848e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -12684973.000000 Penalty: 5754.572754
	Iteration 25Q: 3 clusters Score -1.268497e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 73451 members 
Entering Unmasked Estep 
Score: -12685170.000000 Penalty: 5754.572754
	Iteration 26Q: 3 clusters Score -1.268517e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -12685355.000000 Penalty: 5754.572754
	Iteration 27Q: 3 clusters Score -1.268536e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -12685622.000000 Penalty: 5754.572754
	Iteration 28Q: 3 clusters Score -1.268562e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -12685893.000000 Penalty: 5754.572754
	Iteration 29Q: 3 clusters Score -1.268589e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -12686167.000000 Penalty: 5754.572754
	Iteration 30Q: 3 clusters Score -1.268617e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -12686477.000000 Penalty: 5754.572754
	Iteration 31Q: 3 clusters Score -1.268648e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -12686771.000000 Penalty: 5754.572754
	Iteration 32Q: 3 clusters Score -1.268677e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -12687015.000000 Penalty: 5754.572754
	Iteration 33Q: 3 clusters Score -1.268702e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -12687386.000000 Penalty: 5754.572754
	Iteration 34Q: 3 clusters Score -1.268739e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 84726 members 
Entering Unmasked Estep 
Score: -12687883.000000 Penalty: 5754.572754
	Iteration 35Q: 3 clusters Score -1.268788e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -12688322.000000 Penalty: 5754.572754
	Iteration 36Q: 3 clusters Score -1.268832e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -12688894.000000 Penalty: 5754.572754
	Iteration 37Q: 3 clusters Score -1.268889e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
Score: -12689483.000000 Penalty: 5754.572754
	Iteration 38Q: 3 clusters Score -1.268948e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -12690096.000000 Penalty: 5754.572754
	Iteration 39Q: 3 clusters Score -1.26901e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 92964 members 
Entering Unmasked Estep 
Score: -12690756.000000 Penalty: 5754.572754
	Iteration 40F: 3 clusters Score -1.269076e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -12691464.000000 Penalty: 5754.572754
	Iteration 41Q: 3 clusters Score -1.269146e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -12692164.000000 Penalty: 5754.572754
	Iteration 42Q: 3 clusters Score -1.269216e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -12692900.000000 Penalty: 5754.572754
	Iteration 43Q: 3 clusters Score -1.26929e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -12693528.000000 Penalty: 5754.572754
	Iteration 44Q: 3 clusters Score -1.269353e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 100725 members 
Entering Unmasked Estep 
Score: -12694192.000000 Penalty: 5754.572754
	Iteration 45Q: 3 clusters Score -1.269419e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -12694843.000000 Penalty: 5754.572754
	Iteration 46Q: 3 clusters Score -1.269484e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -12695436.000000 Penalty: 5754.572754
	Iteration 47Q: 3 clusters Score -1.269544e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 103899 members 
Entering Unmasked Estep 
Score: -12695919.000000 Penalty: 5754.572754
	Iteration 48Q: 3 clusters Score -1.269592e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -12696322.000000 Penalty: 5754.572754
	Iteration 49Q: 3 clusters Score -1.269632e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 105257 members 
Entering Unmasked Estep 
Score: -12696664.000000 Penalty: 5754.572754
	Iteration 50Q: 3 clusters Score -1.269666e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 105744 members 
Entering Unmasked Estep 
Score: -12696917.000000 Penalty: 5754.572754
	Iteration 51Q: 3 clusters Score -1.269692e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -12697096.000000 Penalty: 5754.572754
	Iteration 52Q: 3 clusters Score -1.26971e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -12697243.000000 Penalty: 5754.572754
	Iteration 53Q: 3 clusters Score -1.269724e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -12697339.000000 Penalty: 5754.572754
	Iteration 54Q: 3 clusters Score -1.269734e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 106847 members 
Entering Unmasked Estep 
Score: -12697404.000000 Penalty: 5754.572754
	Iteration 55Q: 3 clusters Score -1.26974e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 106998 members 
Entering Unmasked Estep 
Score: -12697473.000000 Penalty: 5754.572754
	Iteration 56Q: 3 clusters Score -1.269747e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -12697537.000000 Penalty: 5754.572754
	Iteration 57Q: 3 clusters Score -1.269754e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -12697565.000000 Penalty: 5754.572754
	Iteration 58Q: 3 clusters Score -1.269756e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -12697588.000000 Penalty: 5754.572754
	Iteration 59Q: 3 clusters Score -1.269759e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 107426 members 
Entering Unmasked Estep 
Score: -12697599.000000 Penalty: 5754.572754
	Iteration 60F: 3 clusters Score -1.26976e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -12697646.000000 Penalty: 5754.572754
	Iteration 61Q: 3 clusters Score -1.269765e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -12697655.000000 Penalty: 5754.572754
	Iteration 62Q: 3 clusters Score -1.269766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -12697649.000000 Penalty: 5754.572754
	Iteration 63Q: 3 clusters Score -1.269765e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -12697673.000000 Penalty: 5754.572754
	Iteration 64Q: 3 clusters Score -1.269767e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 107643 members 
Entering Unmasked Estep 
Score: -12697691.000000 Penalty: 5754.572754
	Iteration 65Q: 3 clusters Score -1.269769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 107661 members 
Entering Unmasked Estep 
Score: -12697692.000000 Penalty: 5754.572754
	Iteration 66Q: 3 clusters Score -1.269769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -12697690.000000 Penalty: 5754.572754
	Iteration 67Q: 3 clusters Score -1.269769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 107690 members 
Entering Unmasked Estep 
Score: -12697700.000000 Penalty: 5754.572754
	Iteration 68Q: 3 clusters Score -1.26977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 107700 members 
Entering Unmasked Estep 
Score: -12697698.000000 Penalty: 5754.572754
	Iteration 69Q: 3 clusters Score -1.26977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -12697695.000000 Penalty: 5754.572754
	Iteration 70Q: 3 clusters Score -1.26977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -12697696.000000 Penalty: 5754.572754
	Iteration 71Q: 3 clusters Score -1.26977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -12697700.000000 Penalty: 5754.572754
	Iteration 72Q: 3 clusters Score -1.26977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -12697694.000000 Penalty: 5754.572754
	Iteration 73Q: 3 clusters Score -1.269769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -12697703.000000 Penalty: 5754.572754
	Iteration 74Q: 3 clusters Score -1.26977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -12697708.000000 Penalty: 5754.572754
	Iteration 75Q: 3 clusters Score -1.269771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 107719 members 
Entering Unmasked Estep 
Score: -12697712.000000 Penalty: 5754.572754
	Iteration 76Q: 3 clusters Score -1.269771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -12697713.000000 Penalty: 5754.572754
	Iteration 77Q: 3 clusters Score -1.269771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -12697712.000000 Penalty: 5754.572754
	Iteration 78Q: 3 clusters Score -1.269771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 107731 members 
Entering Unmasked Estep 
Score: -12697720.000000 Penalty: 5754.572754
	Iteration 79Q: 3 clusters Score -1.269772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -12697711.000000 Penalty: 5754.572754
	Iteration 80F: 3 clusters Score -1.269771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -12697712.000000 Penalty: 5754.572754
	Iteration 81Q: 3 clusters Score -1.269771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -12697725.000000 Penalty: 5754.572754
	Iteration 82Q: 3 clusters Score -1.269772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -12697726.000000 Penalty: 5754.572754
	Iteration 83Q: 3 clusters Score -1.269773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 107751 members 
Entering Unmasked Estep 
Score: -12697729.000000 Penalty: 5754.572754
	Iteration 84Q: 3 clusters Score -1.269773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -12697733.000000 Penalty: 5754.572754
	Iteration 85Q: 3 clusters Score -1.269773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -12697726.000000 Penalty: 5754.572754
	Iteration 86Q: 3 clusters Score -1.269773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 107767 members 
Entering Unmasked Estep 
Score: -12697724.000000 Penalty: 5754.572754
	Iteration 87Q: 3 clusters Score -1.269772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -12697731.000000 Penalty: 5754.572754
	Iteration 88Q: 3 clusters Score -1.269773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -12697733.000000 Penalty: 5754.572754
	Iteration 89Q: 3 clusters Score -1.269773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -12697734.000000 Penalty: 5754.572754
	Iteration 90Q: 3 clusters Score -1.269773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 107785 members 
Entering Unmasked Estep 
Score: -12697728.000000 Penalty: 5754.572754
	Iteration 91Q: 3 clusters Score -1.269773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 107786 members 
Entering Unmasked Estep 
Score: -12697732.000000 Penalty: 5754.572754
	Iteration 92Q: 3 clusters Score -1.269773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -12697729.000000 Penalty: 5754.572754
	Iteration 93Q: 3 clusters Score -1.269773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 107788 members 
Entering Unmasked Estep 
Score: -12697727.000000 Penalty: 5754.572754
	Iteration 94Q: 3 clusters Score -1.269773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 107791 members 
Entering Unmasked Estep 
Score: -12697735.000000 Penalty: 5754.572754
	Iteration 95Q: 3 clusters Score -1.269774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 107797 members 
Entering Unmasked Estep 
Score: -12697734.000000 Penalty: 5754.572754
	Iteration 96Q: 3 clusters Score -1.269773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -12697733.000000 Penalty: 5754.572754
	Iteration 97Q: 3 clusters Score -1.269773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 107803 members 
Entering Unmasked Estep 
Score: -12697733.000000 Penalty: 5754.572754
	Iteration 98Q: 3 clusters Score -1.269773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -12697739.000000 Penalty: 5754.572754
	Iteration 99Q: 3 clusters Score -1.269774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 107810 members 
Entering Unmasked Estep 
Score: -12697746.000000 Penalty: 5754.572754
	Iteration 100F: 3 clusters Score -1.269775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 107811 members 
Entering Unmasked Estep 
Score: -12697751.000000 Penalty: 5754.572754
	Iteration 101Q: 3 clusters Score -1.269775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -12697744.000000 Penalty: 5754.572754
	Iteration 102Q: 3 clusters Score -1.269774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 107812 members 
Entering Unmasked Estep 
Score: -12697744.000000 Penalty: 5754.572754
	Iteration 103F: 3 clusters Score -1.269774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Entering Unmasked Estep 
Score: -3430728.250000 Penalty: 2549.117676
	Iteration 0F: 2 clusters Score -3430728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3410959.750000 Penalty: 5098.235352
	Iteration 0F: 3 clusters Score -3410960 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3418056.000000 Penalty: 5098.235352
	Iteration 1F: 3 clusters Score -3418056 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3418575.000000 Penalty: 5098.235352
	Iteration 2Q: 3 clusters Score -3418575 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3419061.750000 Penalty: 5098.235352
	Iteration 3Q: 3 clusters Score -3419062 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3419519.750000 Penalty: 5098.235352
	Iteration 4Q: 3 clusters Score -3419520 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -3420001.000000 Penalty: 5098.235352
	Iteration 5Q: 3 clusters Score -3420001 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3420622.250000 Penalty: 5098.235352
	Iteration 6Q: 3 clusters Score -3420622 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3421477.000000 Penalty: 5098.235352
	Iteration 7Q: 3 clusters Score -3421477 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3422796.500000 Penalty: 5098.235352
	Iteration 8F: 3 clusters Score -3422796 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3424734.250000 Penalty: 5098.235352
	Iteration 9F: 3 clusters Score -3424734 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3426866.250000 Penalty: 5098.235352
	Iteration 10F: 3 clusters Score -3426866 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3428709.750000 Penalty: 5098.235352
	Iteration 11F: 3 clusters Score -3428710 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3429644.250000 Penalty: 5098.235352
	Iteration 12Q: 3 clusters Score -3429644 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3430180.000000 Penalty: 5098.235352
	Iteration 13Q: 3 clusters Score -3430180 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3430581.000000 Penalty: 5098.235352
	Iteration 14Q: 3 clusters Score -3430581 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3430903.250000 Penalty: 5098.235352
	Iteration 15Q: 3 clusters Score -3430903 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -3431237.750000 Penalty: 5098.235352
	Iteration 16Q: 3 clusters Score -3431238 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3431500.250000 Penalty: 5098.235352
	Iteration 17Q: 3 clusters Score -3431500 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3431707.500000 Penalty: 5098.235352
	Iteration 18Q: 3 clusters Score -3431708 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3431919.250000 Penalty: 5098.235352
	Iteration 19Q: 3 clusters Score -3431919 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -3432073.750000 Penalty: 5098.235352
	Iteration 20F: 3 clusters Score -3432074 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3432237.500000 Penalty: 5098.235352
	Iteration 21Q: 3 clusters Score -3432238 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3432351.500000 Penalty: 5098.235352
	Iteration 22Q: 3 clusters Score -3432352 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3432443.250000 Penalty: 5098.235352
	Iteration 23Q: 3 clusters Score -3432443 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3432486.750000 Penalty: 5098.235352
	Iteration 24Q: 3 clusters Score -3432487 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3432543.750000 Penalty: 5098.235352
	Iteration 25Q: 3 clusters Score -3432544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3432586.000000 Penalty: 5098.235352
	Iteration 26Q: 3 clusters Score -3432586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3432609.000000 Penalty: 5098.235352
	Iteration 27Q: 3 clusters Score -3432609 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3432621.750000 Penalty: 5098.235352
	Iteration 28Q: 3 clusters Score -3432622 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3432640.500000 Penalty: 5098.235352
	Iteration 29Q: 3 clusters Score -3432640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3432659.250000 Penalty: 5098.235352
	Iteration 30Q: 3 clusters Score -3432659 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3432693.250000 Penalty: 5098.235352
	Iteration 31Q: 3 clusters Score -3432693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3432693.000000 Penalty: 5098.235352
	Iteration 32Q: 3 clusters Score -3432693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3432710.500000 Penalty: 5098.235352
	Iteration 33Q: 3 clusters Score -3432710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -3432717.750000 Penalty: 5098.235352
	Iteration 34Q: 3 clusters Score -3432718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -3432726.250000 Penalty: 5098.235352
	Iteration 35Q: 3 clusters Score -3432726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3432738.750000 Penalty: 5098.235352
	Iteration 36Q: 3 clusters Score -3432739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3432730.500000 Penalty: 5098.235352
	Iteration 37Q: 3 clusters Score -3432730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3432738.750000 Penalty: 5098.235352
	Iteration 38Q: 3 clusters Score -3432739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3432744.000000 Penalty: 5098.235352
	Iteration 39Q: 3 clusters Score -3432744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3432753.500000 Penalty: 5098.235352
	Iteration 40F: 3 clusters Score -3432754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3432758.000000 Penalty: 5098.235352
	Iteration 41Q: 3 clusters Score -3432758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3432757.000000 Penalty: 5098.235352
	Iteration 42Q: 3 clusters Score -3432757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3432755.500000 Penalty: 5098.235352
	Iteration 43Q: 3 clusters Score -3432756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3432761.500000 Penalty: 5098.235352
	Iteration 44Q: 3 clusters Score -3432762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3432757.250000 Penalty: 5098.235352
	Iteration 45Q: 3 clusters Score -3432757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -3432752.500000 Penalty: 5098.235352
	Iteration 46Q: 3 clusters Score -3432752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3432760.750000 Penalty: 5098.235352
	Iteration 47Q: 3 clusters Score -3432761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3432764.250000 Penalty: 5098.235352
	Iteration 48Q: 3 clusters Score -3432764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3432767.750000 Penalty: 5098.235352
	Iteration 49Q: 3 clusters Score -3432768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3432764.500000 Penalty: 5098.235352
	Iteration 50Q: 3 clusters Score -3432764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3432785.250000 Penalty: 5098.235352
	Iteration 51Q: 3 clusters Score -3432785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3432777.750000 Penalty: 5098.235352
	Iteration 52Q: 3 clusters Score -3432778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3432778.750000 Penalty: 5098.235352
	Iteration 53Q: 3 clusters Score -3432779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -3432782.250000 Penalty: 5098.235352
	Iteration 54Q: 3 clusters Score -3432782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3432790.000000 Penalty: 5098.235352
	Iteration 55Q: 3 clusters Score -3432790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3432799.500000 Penalty: 5098.235352
	Iteration 56Q: 3 clusters Score -3432800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3432802.250000 Penalty: 5098.235352
	Iteration 57Q: 3 clusters Score -3432802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3432809.500000 Penalty: 5098.235352
	Iteration 58Q: 3 clusters Score -3432810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3432812.500000 Penalty: 5098.235352
	Iteration 59Q: 3 clusters Score -3432812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3432815.000000 Penalty: 5098.235352
	Iteration 60F: 3 clusters Score -3432815 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3432824.000000 Penalty: 5098.235352
	Iteration 61Q: 3 clusters Score -3432824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3432833.500000 Penalty: 5098.235352
	Iteration 62Q: 3 clusters Score -3432834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -3432833.000000 Penalty: 5098.235352
	Iteration 63Q: 3 clusters Score -3432833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3432845.250000 Penalty: 5098.235352
	Iteration 64Q: 3 clusters Score -3432845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3432844.750000 Penalty: 5098.235352
	Iteration 65Q: 3 clusters Score -3432845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3432850.250000 Penalty: 5098.235352
	Iteration 66Q: 3 clusters Score -3432850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -3432843.750000 Penalty: 5098.235352
	Iteration 67Q: 3 clusters Score -3432844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3432851.750000 Penalty: 5098.235352
	Iteration 68Q: 3 clusters Score -3432852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3432850.000000 Penalty: 5098.235352
	Iteration 69Q: 3 clusters Score -3432850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3432851.250000 Penalty: 5098.235352
	Iteration 70Q: 3 clusters Score -3432851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3432851.500000 Penalty: 5098.235352
	Iteration 71Q: 3 clusters Score -3432852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3432850.750000 Penalty: 5098.235352
	Iteration 72Q: 3 clusters Score -3432851 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3432860.250000 Penalty: 5098.235352
	Iteration 73Q: 3 clusters Score -3432860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3432871.250000 Penalty: 5098.235352
	Iteration 74Q: 3 clusters Score -3432871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3432883.000000 Penalty: 5098.235352
	Iteration 75Q: 3 clusters Score -3432883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3432880.750000 Penalty: 5098.235352
	Iteration 76Q: 3 clusters Score -3432881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3432887.250000 Penalty: 5098.235352
	Iteration 77Q: 3 clusters Score -3432887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -3432871.250000 Penalty: 5098.235352
	Iteration 78Q: 3 clusters Score -3432871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3432878.750000 Penalty: 5098.235352
	Iteration 79Q: 3 clusters Score -3432879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3432876.250000 Penalty: 5098.235352
	Iteration 80F: 3 clusters Score -3432876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3432882.500000 Penalty: 5098.235352
	Iteration 81Q: 3 clusters Score -3432882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3432877.750000 Penalty: 5098.235352
	Iteration 82Q: 3 clusters Score -3432878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3432882.250000 Penalty: 5098.235352
	Iteration 83Q: 3 clusters Score -3432882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3432882.750000 Penalty: 5098.235352
	Iteration 84Q: 3 clusters Score -3432883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3432895.750000 Penalty: 5098.235352
	Iteration 85Q: 3 clusters Score -3432896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3432900.500000 Penalty: 5098.235352
	Iteration 86Q: 3 clusters Score -3432900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3432896.000000 Penalty: 5098.235352
	Iteration 87Q: 3 clusters Score -3432896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -3432898.000000 Penalty: 5098.235352
	Iteration 88Q: 3 clusters Score -3432898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3432908.750000 Penalty: 5098.235352
	Iteration 89Q: 3 clusters Score -3432909 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3432925.500000 Penalty: 5098.235352
	Iteration 90Q: 3 clusters Score -3432926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3432943.500000 Penalty: 5098.235352
	Iteration 91Q: 3 clusters Score -3432944 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3432965.000000 Penalty: 5098.235352
	Iteration 92Q: 3 clusters Score -3432965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3432980.500000 Penalty: 5098.235352
	Iteration 93Q: 3 clusters Score -3432980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3433009.000000 Penalty: 5098.235352
	Iteration 94Q: 3 clusters Score -3433009 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3433057.750000 Penalty: 5098.235352
	Iteration 95Q: 3 clusters Score -3433058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3433091.500000 Penalty: 5098.235352
	Iteration 96Q: 3 clusters Score -3433092 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3433132.000000 Penalty: 5098.235352
	Iteration 97Q: 3 clusters Score -3433132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3433174.000000 Penalty: 5098.235352
	Iteration 98Q: 3 clusters Score -3433174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3433206.000000 Penalty: 5098.235352
	Iteration 99Q: 3 clusters Score -3433206 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -3433212.000000 Penalty: 5098.235352
	Iteration 100F: 3 clusters Score -3433212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3433238.500000 Penalty: 5098.235352
	Iteration 101Q: 3 clusters Score -3433238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3433250.000000 Penalty: 5098.235352
	Iteration 102Q: 3 clusters Score -3433250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3433260.500000 Penalty: 5098.235352
	Iteration 103Q: 3 clusters Score -3433260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -3433264.750000 Penalty: 5098.235352
	Iteration 104Q: 3 clusters Score -3433265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3433271.250000 Penalty: 5098.235352
	Iteration 105Q: 3 clusters Score -3433271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3433278.250000 Penalty: 5098.235352
	Iteration 106Q: 3 clusters Score -3433278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3433281.500000 Penalty: 5098.235352
	Iteration 107Q: 3 clusters Score -3433282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3433288.500000 Penalty: 5098.235352
	Iteration 108Q: 3 clusters Score -3433288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3433290.000000 Penalty: 5098.235352
	Iteration 109Q: 3 clusters Score -3433290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3433294.250000 Penalty: 5098.235352
	Iteration 110Q: 3 clusters Score -3433294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3433299.750000 Penalty: 5098.235352
	Iteration 111Q: 3 clusters Score -3433300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3433291.500000 Penalty: 5098.235352
	Iteration 112Q: 3 clusters Score -3433292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3433287.250000 Penalty: 5098.235352
	Iteration 113Q: 3 clusters Score -3433287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3433294.500000 Penalty: 5098.235352
	Iteration 114Q: 3 clusters Score -3433294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3433290.250000 Penalty: 5098.235352
	Iteration 115Q: 3 clusters Score -3433290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3433293.500000 Penalty: 5098.235352
	Iteration 116Q: 3 clusters Score -3433294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3433291.250000 Penalty: 5098.235352
	Iteration 117Q: 3 clusters Score -3433291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -3433286.500000 Penalty: 5098.235352
	Iteration 118Q: 3 clusters Score -3433286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3433289.750000 Penalty: 5098.235352
	Iteration 119Q: 3 clusters Score -3433290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -3433294.500000 Penalty: 5098.235352
	Iteration 120F: 3 clusters Score -3433294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3433298.000000 Penalty: 5098.235352
	Iteration 121Q: 3 clusters Score -3433298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3433299.250000 Penalty: 5098.235352
	Iteration 122Q: 3 clusters Score -3433299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3433299.250000 Penalty: 5098.235352
	Iteration 123F: 3 clusters Score -3433299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 185042 members 
Mstep: Class 5 contains 187323 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 29669 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 197884 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 73975 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 247776 members 
Mstep: Class 22 contains 109312 members 
Mstep: Class 23 contains 17330 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36261 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 137387 members 
Mstep: Class 29 contains 14893 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 9090 members 
Mstep: Class 32 contains 169808 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 19422 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 43675 members 
Mstep: Class 40 contains 51560 members 
Mstep: Class 41 contains 11776 members 
Entering Unmasked Estep 
Score: -225958256.000000 Penalty: 147590.875000
Splitting cluster 23 changes total score from -225955424.000000 to -225958256.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 24 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41642.261719 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -41642.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40275.750000 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -40275.75 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40578.914062 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -40578.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40668.996094 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -40669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40699.824219 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -40699.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40757.468750 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -40757.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40790.656250 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -40790.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40808.558594 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -40808.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40817.433594 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -40817.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40825.851562 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -40825.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40850.351562 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -40850.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40870.167969 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -40870.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40887.371094 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -40887.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40916.320312 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -40916.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40945.796875 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -40945.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40974.035156 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -40974.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41010.902344 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -41010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41038.855469 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -41038.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41068.335938 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -41068.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41104.925781 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -41104.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41145.628906 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -41145.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41195.371094 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -41195.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41317.828125 Penalty: 3021.289795
	Iteration 21Q: 3 clusters Score -41317.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41439.019531 Penalty: 3021.289795
	Iteration 22Q: 3 clusters Score -41439.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41507.187500 Penalty: 3021.289795
	Iteration 23Q: 3 clusters Score -41507.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41535.500000 Penalty: 3021.289795
	Iteration 24Q: 3 clusters Score -41535.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41535.500000 Penalty: 3021.289795
	Iteration 25F: 3 clusters Score -41535.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Entering Unmasked Estep 
Score: -4233719.500000 Penalty: 2603.627441
	Iteration 0F: 2 clusters Score -4233720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4209184.500000 Penalty: 5207.254883
	Iteration 0F: 3 clusters Score -4209184 nChanged 16517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -4218054.500000 Penalty: 5207.254883
	Iteration 1F: 3 clusters Score -4218054 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4218627.000000 Penalty: 5207.254883
	Iteration 2Q: 3 clusters Score -4218627 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4219254.000000 Penalty: 5207.254883
	Iteration 3Q: 3 clusters Score -4219254 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4220193.500000 Penalty: 5207.254883
	Iteration 4Q: 3 clusters Score -4220194 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4221588.500000 Penalty: 5207.254883
	Iteration 5F: 3 clusters Score -4221588 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4223416.500000 Penalty: 5207.254883
	Iteration 6F: 3 clusters Score -4223416 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4225281.500000 Penalty: 5207.254883
	Iteration 7F: 3 clusters Score -4225282 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -4226922.500000 Penalty: 5207.254883
	Iteration 8F: 3 clusters Score -4226922 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -4228241.000000 Penalty: 5207.254883
	Iteration 9F: 3 clusters Score -4228241 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4229397.500000 Penalty: 5207.254883
	Iteration 10Q: 3 clusters Score -4229398 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -4230496.000000 Penalty: 5207.254883
	Iteration 11Q: 3 clusters Score -4230496 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4231506.500000 Penalty: 5207.254883
	Iteration 12Q: 3 clusters Score -4231506 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4232288.500000 Penalty: 5207.254883
	Iteration 13Q: 3 clusters Score -4232288 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4232702.500000 Penalty: 5207.254883
	Iteration 14Q: 3 clusters Score -4232702 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -4232887.500000 Penalty: 5207.254883
	Iteration 15Q: 3 clusters Score -4232888 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -4232969.000000 Penalty: 5207.254883
	Iteration 16Q: 3 clusters Score -4232969 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4233036.500000 Penalty: 5207.254883
	Iteration 17Q: 3 clusters Score -4233036 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4233076.000000 Penalty: 5207.254883
	Iteration 18Q: 3 clusters Score -4233076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4233110.500000 Penalty: 5207.254883
	Iteration 19Q: 3 clusters Score -4233110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4233117.000000 Penalty: 5207.254883
	Iteration 20F: 3 clusters Score -4233117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -4233131.000000 Penalty: 5207.254883
	Iteration 21Q: 3 clusters Score -4233131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4233139.000000 Penalty: 5207.254883
	Iteration 22Q: 3 clusters Score -4233139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4233152.000000 Penalty: 5207.254883
	Iteration 23Q: 3 clusters Score -4233152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4233160.500000 Penalty: 5207.254883
	Iteration 24Q: 3 clusters Score -4233160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4233171.500000 Penalty: 5207.254883
	Iteration 25Q: 3 clusters Score -4233172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4233170.000000 Penalty: 5207.254883
	Iteration 26Q: 3 clusters Score -4233170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4233172.500000 Penalty: 5207.254883
	Iteration 27Q: 3 clusters Score -4233172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4233167.500000 Penalty: 5207.254883
	Iteration 28Q: 3 clusters Score -4233168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4233168.500000 Penalty: 5207.254883
	Iteration 29Q: 3 clusters Score -4233168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4233172.000000 Penalty: 5207.254883
	Iteration 30Q: 3 clusters Score -4233172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4233172.500000 Penalty: 5207.254883
	Iteration 31Q: 3 clusters Score -4233172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4233174.500000 Penalty: 5207.254883
	Iteration 32Q: 3 clusters Score -4233174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4233178.000000 Penalty: 5207.254883
	Iteration 33Q: 3 clusters Score -4233178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4233177.000000 Penalty: 5207.254883
	Iteration 34Q: 3 clusters Score -4233177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4233190.000000 Penalty: 5207.254883
	Iteration 35Q: 3 clusters Score -4233190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4233184.500000 Penalty: 5207.254883
	Iteration 36Q: 3 clusters Score -4233184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4233185.500000 Penalty: 5207.254883
	Iteration 37Q: 3 clusters Score -4233186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4233182.500000 Penalty: 5207.254883
	Iteration 38Q: 3 clusters Score -4233182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4233185.000000 Penalty: 5207.254883
	Iteration 39Q: 3 clusters Score -4233185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4233184.500000 Penalty: 5207.254883
	Iteration 40F: 3 clusters Score -4233184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4233179.000000 Penalty: 5207.254883
	Iteration 41Q: 3 clusters Score -4233179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4233181.000000 Penalty: 5207.254883
	Iteration 42Q: 3 clusters Score -4233181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -4233183.000000 Penalty: 5207.254883
	Iteration 43Q: 3 clusters Score -4233183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4233184.000000 Penalty: 5207.254883
	Iteration 44Q: 3 clusters Score -4233184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4233183.000000 Penalty: 5207.254883
	Iteration 45Q: 3 clusters Score -4233183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4233188.500000 Penalty: 5207.254883
	Iteration 46Q: 3 clusters Score -4233188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4233195.000000 Penalty: 5207.254883
	Iteration 47Q: 3 clusters Score -4233195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4233197.000000 Penalty: 5207.254883
	Iteration 48Q: 3 clusters Score -4233197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4233196.500000 Penalty: 5207.254883
	Iteration 49Q: 3 clusters Score -4233196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4233197.500000 Penalty: 5207.254883
	Iteration 50Q: 3 clusters Score -4233198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4233201.500000 Penalty: 5207.254883
	Iteration 51Q: 3 clusters Score -4233202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4233203.500000 Penalty: 5207.254883
	Iteration 52Q: 3 clusters Score -4233204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4233207.000000 Penalty: 5207.254883
	Iteration 53Q: 3 clusters Score -4233207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4233211.000000 Penalty: 5207.254883
	Iteration 54Q: 3 clusters Score -4233211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4233212.500000 Penalty: 5207.254883
	Iteration 55Q: 3 clusters Score -4233212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4233212.500000 Penalty: 5207.254883
	Iteration 56F: 3 clusters Score -4233212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Entering Unmasked Estep 
Score: -819074.125000 Penalty: 2211.060547
	Iteration 0F: 2 clusters Score -819074.1 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 3667 members 
Entering Unmasked Estep 
Score: -813112.062500 Penalty: 4422.121094
	Iteration 0F: 3 clusters Score -813112.1 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -814980.000000 Penalty: 4422.121094
	Iteration 1F: 3 clusters Score -814980 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -815668.562500 Penalty: 4422.121094
	Iteration 2F: 3 clusters Score -815668.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -816469.687500 Penalty: 4422.121094
	Iteration 3F: 3 clusters Score -816469.7 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -817159.375000 Penalty: 4422.121094
	Iteration 4F: 3 clusters Score -817159.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -817547.062500 Penalty: 4422.121094
	Iteration 5F: 3 clusters Score -817547.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -817738.375000 Penalty: 4422.121094
	Iteration 6Q: 3 clusters Score -817738.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -817828.500000 Penalty: 4422.121094
	Iteration 7Q: 3 clusters Score -817828.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -817873.687500 Penalty: 4422.121094
	Iteration 8Q: 3 clusters Score -817873.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -817908.375000 Penalty: 4422.121094
	Iteration 9Q: 3 clusters Score -817908.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -817931.562500 Penalty: 4422.121094
	Iteration 10Q: 3 clusters Score -817931.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -817951.312500 Penalty: 4422.121094
	Iteration 11Q: 3 clusters Score -817951.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -817971.000000 Penalty: 4422.121094
	Iteration 12Q: 3 clusters Score -817971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -817981.500000 Penalty: 4422.121094
	Iteration 13Q: 3 clusters Score -817981.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -817993.312500 Penalty: 4422.121094
	Iteration 14Q: 3 clusters Score -817993.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -818005.937500 Penalty: 4422.121094
	Iteration 15Q: 3 clusters Score -818005.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -818017.812500 Penalty: 4422.121094
	Iteration 16Q: 3 clusters Score -818017.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -818029.812500 Penalty: 4422.121094
	Iteration 17Q: 3 clusters Score -818029.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -818045.625000 Penalty: 4422.121094
	Iteration 18Q: 3 clusters Score -818045.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -818062.687500 Penalty: 4422.121094
	Iteration 19Q: 3 clusters Score -818062.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -818083.875000 Penalty: 4422.121094
	Iteration 20F: 3 clusters Score -818083.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -818101.562500 Penalty: 4422.121094
	Iteration 21Q: 3 clusters Score -818101.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -818118.187500 Penalty: 4422.121094
	Iteration 22Q: 3 clusters Score -818118.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -818138.062500 Penalty: 4422.121094
	Iteration 23Q: 3 clusters Score -818138.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -818150.000000 Penalty: 4422.121094
	Iteration 24Q: 3 clusters Score -818150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -818156.250000 Penalty: 4422.121094
	Iteration 25Q: 3 clusters Score -818156.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -818159.062500 Penalty: 4422.121094
	Iteration 26Q: 3 clusters Score -818159.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -818164.125000 Penalty: 4422.121094
	Iteration 27Q: 3 clusters Score -818164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -818164.500000 Penalty: 4422.121094
	Iteration 28Q: 3 clusters Score -818164.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -818168.812500 Penalty: 4422.121094
	Iteration 29Q: 3 clusters Score -818168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -818169.687500 Penalty: 4422.121094
	Iteration 30Q: 3 clusters Score -818169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -818169.687500 Penalty: 4422.121094
	Iteration 31Q: 3 clusters Score -818169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -818172.250000 Penalty: 4422.121094
	Iteration 32Q: 3 clusters Score -818172.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -818171.875000 Penalty: 4422.121094
	Iteration 33Q: 3 clusters Score -818171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -818171.625000 Penalty: 4422.121094
	Iteration 34Q: 3 clusters Score -818171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -818172.125000 Penalty: 4422.121094
	Iteration 35Q: 3 clusters Score -818172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -818173.812500 Penalty: 4422.121094
	Iteration 36Q: 3 clusters Score -818173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -818174.250000 Penalty: 4422.121094
	Iteration 37Q: 3 clusters Score -818174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -818175.562500 Penalty: 4422.121094
	Iteration 38Q: 3 clusters Score -818175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -818177.000000 Penalty: 4422.121094
	Iteration 39Q: 3 clusters Score -818177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -818176.687500 Penalty: 4422.121094
	Iteration 40F: 3 clusters Score -818176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Entering Unmasked Estep 
Score: -1131349.000000 Penalty: 2294.415283
	Iteration 0F: 2 clusters Score -1131349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1123528.500000 Penalty: 4588.830566
	Iteration 0F: 3 clusters Score -1123528 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1126172.000000 Penalty: 4588.830566
	Iteration 1F: 3 clusters Score -1126172 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1126641.375000 Penalty: 4588.830566
	Iteration 2F: 3 clusters Score -1126641 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1126950.625000 Penalty: 4588.830566
	Iteration 3F: 3 clusters Score -1126951 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1127212.375000 Penalty: 4588.830566
	Iteration 4Q: 3 clusters Score -1127212 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1127477.000000 Penalty: 4588.830566
	Iteration 5Q: 3 clusters Score -1127477 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1127757.875000 Penalty: 4588.830566
	Iteration 6Q: 3 clusters Score -1127758 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1128019.125000 Penalty: 4588.830566
	Iteration 7Q: 3 clusters Score -1128019 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1128265.500000 Penalty: 4588.830566
	Iteration 8Q: 3 clusters Score -1128266 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1128486.375000 Penalty: 4588.830566
	Iteration 9Q: 3 clusters Score -1128486 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1128697.375000 Penalty: 4588.830566
	Iteration 10Q: 3 clusters Score -1128697 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1128893.375000 Penalty: 4588.830566
	Iteration 11Q: 3 clusters Score -1128893 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1129053.625000 Penalty: 4588.830566
	Iteration 12Q: 3 clusters Score -1129054 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1129194.000000 Penalty: 4588.830566
	Iteration 13Q: 3 clusters Score -1129194 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1129328.750000 Penalty: 4588.830566
	Iteration 14Q: 3 clusters Score -1129329 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1129432.125000 Penalty: 4588.830566
	Iteration 15Q: 3 clusters Score -1129432 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1129523.625000 Penalty: 4588.830566
	Iteration 16Q: 3 clusters Score -1129524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1129602.750000 Penalty: 4588.830566
	Iteration 17Q: 3 clusters Score -1129603 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1129665.750000 Penalty: 4588.830566
	Iteration 18Q: 3 clusters Score -1129666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1129713.000000 Penalty: 4588.830566
	Iteration 19Q: 3 clusters Score -1129713 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1129753.250000 Penalty: 4588.830566
	Iteration 20F: 3 clusters Score -1129753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1129782.000000 Penalty: 4588.830566
	Iteration 21Q: 3 clusters Score -1129782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1129805.875000 Penalty: 4588.830566
	Iteration 22Q: 3 clusters Score -1129806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1129831.500000 Penalty: 4588.830566
	Iteration 23Q: 3 clusters Score -1129832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1129854.625000 Penalty: 4588.830566
	Iteration 24Q: 3 clusters Score -1129855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1129872.875000 Penalty: 4588.830566
	Iteration 25Q: 3 clusters Score -1129873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1129890.125000 Penalty: 4588.830566
	Iteration 26Q: 3 clusters Score -1129890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1129900.250000 Penalty: 4588.830566
	Iteration 27Q: 3 clusters Score -1129900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1129905.750000 Penalty: 4588.830566
	Iteration 28Q: 3 clusters Score -1129906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1129910.000000 Penalty: 4588.830566
	Iteration 29Q: 3 clusters Score -1129910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1129912.750000 Penalty: 4588.830566
	Iteration 30Q: 3 clusters Score -1129913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1129914.375000 Penalty: 4588.830566
	Iteration 31Q: 3 clusters Score -1129914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1129913.875000 Penalty: 4588.830566
	Iteration 32Q: 3 clusters Score -1129914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1129915.125000 Penalty: 4588.830566
	Iteration 33Q: 3 clusters Score -1129915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1129914.750000 Penalty: 4588.830566
	Iteration 34Q: 3 clusters Score -1129915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1129915.625000 Penalty: 4588.830566
	Iteration 35Q: 3 clusters Score -1129916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1129917.625000 Penalty: 4588.830566
	Iteration 36Q: 3 clusters Score -1129918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1129918.375000 Penalty: 4588.830566
	Iteration 37Q: 3 clusters Score -1129918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1129918.375000 Penalty: 4588.830566
	Iteration 38F: 3 clusters Score -1129918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (137387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137387 members 
Entering Unmasked Estep 
Score: -15742004.000000 Penalty: 2933.978027
	Iteration 0F: 2 clusters Score -1.5742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -15650260.000000 Penalty: 5867.956055
	Iteration 0F: 3 clusters Score -1.565026e+07 nChanged 65519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72885 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -15688726.000000 Penalty: 5867.956055
	Iteration 1F: 3 clusters Score -1.568873e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -15689974.000000 Penalty: 5867.956055
	Iteration 2Q: 3 clusters Score -1.568997e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -15691746.000000 Penalty: 5867.956055
	Iteration 3Q: 3 clusters Score -1.569175e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -15695159.000000 Penalty: 5867.956055
	Iteration 4F: 3 clusters Score -1.569516e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -15700625.000000 Penalty: 5867.956055
	Iteration 5F: 3 clusters Score -1.570062e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106041 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -15709107.000000 Penalty: 5867.956055
	Iteration 6F: 3 clusters Score -1.570911e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117766 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -15720040.000000 Penalty: 5867.956055
	Iteration 7F: 3 clusters Score -1.572004e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127671 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -15729810.000000 Penalty: 5867.956055
	Iteration 8F: 3 clusters Score -1.572981e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133626 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -15735817.000000 Penalty: 5867.956055
	Iteration 9Q: 3 clusters Score -1.573582e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136176 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -15738169.000000 Penalty: 5867.956055
	Iteration 10Q: 3 clusters Score -1.573817e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136909 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15738941.000000 Penalty: 5867.956055
	Iteration 11Q: 3 clusters Score -1.573894e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15739188.000000 Penalty: 5867.956055
	Iteration 12Q: 3 clusters Score -1.573919e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137141 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15739267.000000 Penalty: 5867.956055
	Iteration 13Q: 3 clusters Score -1.573927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15739287.000000 Penalty: 5867.956055
	Iteration 14Q: 3 clusters Score -1.573929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15739325.000000 Penalty: 5867.956055
	Iteration 15Q: 3 clusters Score -1.573932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15739330.000000 Penalty: 5867.956055
	Iteration 16Q: 3 clusters Score -1.573933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15739352.000000 Penalty: 5867.956055
	Iteration 17Q: 3 clusters Score -1.573935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15739365.000000 Penalty: 5867.956055
	Iteration 18Q: 3 clusters Score -1.573936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15739359.000000 Penalty: 5867.956055
	Iteration 19Q: 3 clusters Score -1.573936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137172 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -15739362.000000 Penalty: 5867.956055
	Iteration 20F: 3 clusters Score -1.573936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15739360.000000 Penalty: 5867.956055
	Iteration 21Q: 3 clusters Score -1.573936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137174 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -15739365.000000 Penalty: 5867.956055
	Iteration 22Q: 3 clusters Score -1.573936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15739366.000000 Penalty: 5867.956055
	Iteration 23Q: 3 clusters Score -1.573937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137177 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15739378.000000 Penalty: 5867.956055
	Iteration 24Q: 3 clusters Score -1.573938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15739391.000000 Penalty: 5867.956055
	Iteration 25Q: 3 clusters Score -1.573939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -15739391.000000 Penalty: 5867.956055
	Iteration 26F: 3 clusters Score -1.573939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Entering Unmasked Estep 
Score: -1767568.750000 Penalty: 2382.944336
	Iteration 0F: 2 clusters Score -1767569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1756726.625000 Penalty: 4765.888672
	Iteration 0F: 3 clusters Score -1756727 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1760148.750000 Penalty: 4765.888672
	Iteration 1F: 3 clusters Score -1760149 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1760516.250000 Penalty: 4765.888672
	Iteration 2F: 3 clusters Score -1760516 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1760818.750000 Penalty: 4765.888672
	Iteration 3F: 3 clusters Score -1760819 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1761179.625000 Penalty: 4765.888672
	Iteration 4Q: 3 clusters Score -1761180 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1761634.750000 Penalty: 4765.888672
	Iteration 5F: 3 clusters Score -1761635 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1762157.875000 Penalty: 4765.888672
	Iteration 6F: 3 clusters Score -1762158 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1762749.500000 Penalty: 4765.888672
	Iteration 7F: 3 clusters Score -1762750 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1763369.875000 Penalty: 4765.888672
	Iteration 8F: 3 clusters Score -1763370 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1763948.625000 Penalty: 4765.888672
	Iteration 9F: 3 clusters Score -1763949 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1764420.000000 Penalty: 4765.888672
	Iteration 10Q: 3 clusters Score -1764420 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1764710.375000 Penalty: 4765.888672
	Iteration 11Q: 3 clusters Score -1764710 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1764879.500000 Penalty: 4765.888672
	Iteration 12Q: 3 clusters Score -1764880 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1765030.375000 Penalty: 4765.888672
	Iteration 13Q: 3 clusters Score -1765030 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1765141.875000 Penalty: 4765.888672
	Iteration 14Q: 3 clusters Score -1765142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1765229.500000 Penalty: 4765.888672
	Iteration 15Q: 3 clusters Score -1765230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1765305.750000 Penalty: 4765.888672
	Iteration 16Q: 3 clusters Score -1765306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1765354.500000 Penalty: 4765.888672
	Iteration 17Q: 3 clusters Score -1765354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1765396.000000 Penalty: 4765.888672
	Iteration 18Q: 3 clusters Score -1765396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1765432.500000 Penalty: 4765.888672
	Iteration 19Q: 3 clusters Score -1765432 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1765465.125000 Penalty: 4765.888672
	Iteration 20F: 3 clusters Score -1765465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1765487.625000 Penalty: 4765.888672
	Iteration 21Q: 3 clusters Score -1765488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1765509.000000 Penalty: 4765.888672
	Iteration 22Q: 3 clusters Score -1765509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1765531.625000 Penalty: 4765.888672
	Iteration 23Q: 3 clusters Score -1765532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1765550.750000 Penalty: 4765.888672
	Iteration 24Q: 3 clusters Score -1765551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1765563.375000 Penalty: 4765.888672
	Iteration 25Q: 3 clusters Score -1765563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1765567.375000 Penalty: 4765.888672
	Iteration 26Q: 3 clusters Score -1765567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1765581.625000 Penalty: 4765.888672
	Iteration 27Q: 3 clusters Score -1765582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1765595.125000 Penalty: 4765.888672
	Iteration 28Q: 3 clusters Score -1765595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1765605.500000 Penalty: 4765.888672
	Iteration 29Q: 3 clusters Score -1765606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1765608.250000 Penalty: 4765.888672
	Iteration 30Q: 3 clusters Score -1765608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1765612.875000 Penalty: 4765.888672
	Iteration 31Q: 3 clusters Score -1765613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1765615.125000 Penalty: 4765.888672
	Iteration 32Q: 3 clusters Score -1765615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1765618.875000 Penalty: 4765.888672
	Iteration 33Q: 3 clusters Score -1765619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1765621.000000 Penalty: 4765.888672
	Iteration 34Q: 3 clusters Score -1765621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1765625.375000 Penalty: 4765.888672
	Iteration 35Q: 3 clusters Score -1765625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1765629.500000 Penalty: 4765.888672
	Iteration 36Q: 3 clusters Score -1765630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1765630.125000 Penalty: 4765.888672
	Iteration 37Q: 3 clusters Score -1765630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1765629.000000 Penalty: 4765.888672
	Iteration 38Q: 3 clusters Score -1765629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1765633.250000 Penalty: 4765.888672
	Iteration 39Q: 3 clusters Score -1765633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1765635.750000 Penalty: 4765.888672
	Iteration 40F: 3 clusters Score -1765636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1765635.375000 Penalty: 4765.888672
	Iteration 41Q: 3 clusters Score -1765635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1765633.500000 Penalty: 4765.888672
	Iteration 42Q: 3 clusters Score -1765634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1765638.750000 Penalty: 4765.888672
	Iteration 43Q: 3 clusters Score -1765639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1765640.250000 Penalty: 4765.888672
	Iteration 44Q: 3 clusters Score -1765640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1765642.375000 Penalty: 4765.888672
	Iteration 45Q: 3 clusters Score -1765642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1765639.625000 Penalty: 4765.888672
	Iteration 46Q: 3 clusters Score -1765640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1765642.375000 Penalty: 4765.888672
	Iteration 47Q: 3 clusters Score -1765642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1765641.625000 Penalty: 4765.888672
	Iteration 48Q: 3 clusters Score -1765642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1765645.750000 Penalty: 4765.888672
	Iteration 49Q: 3 clusters Score -1765646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1765643.500000 Penalty: 4765.888672
	Iteration 50Q: 3 clusters Score -1765644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1765645.125000 Penalty: 4765.888672
	Iteration 51Q: 3 clusters Score -1765645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1765645.375000 Penalty: 4765.888672
	Iteration 52Q: 3 clusters Score -1765645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1765647.375000 Penalty: 4765.888672
	Iteration 53Q: 3 clusters Score -1765647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1765648.125000 Penalty: 4765.888672
	Iteration 54Q: 3 clusters Score -1765648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1765649.000000 Penalty: 4765.888672
	Iteration 55Q: 3 clusters Score -1765649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1765648.500000 Penalty: 4765.888672
	Iteration 56Q: 3 clusters Score -1765648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1765648.500000 Penalty: 4765.888672
	Iteration 57F: 3 clusters Score -1765648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -990225.875000 Penalty: 2257.593750
	Iteration 0F: 2 clusters Score -990225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -983210.000000 Penalty: 4515.187500
	Iteration 0F: 3 clusters Score -983210 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -985539.125000 Penalty: 4515.187500
	Iteration 1F: 3 clusters Score -985539.1 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -986321.250000 Penalty: 4515.187500
	Iteration 2F: 3 clusters Score -986321.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -987084.062500 Penalty: 4515.187500
	Iteration 3F: 3 clusters Score -987084.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -987680.062500 Penalty: 4515.187500
	Iteration 4F: 3 clusters Score -987680.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -988088.687500 Penalty: 4515.187500
	Iteration 5F: 3 clusters Score -988088.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -988366.312500 Penalty: 4515.187500
	Iteration 6Q: 3 clusters Score -988366.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -988557.250000 Penalty: 4515.187500
	Iteration 7Q: 3 clusters Score -988557.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -988696.812500 Penalty: 4515.187500
	Iteration 8Q: 3 clusters Score -988696.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -988803.750000 Penalty: 4515.187500
	Iteration 9Q: 3 clusters Score -988803.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -988892.500000 Penalty: 4515.187500
	Iteration 10Q: 3 clusters Score -988892.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -988958.625000 Penalty: 4515.187500
	Iteration 11Q: 3 clusters Score -988958.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -989011.625000 Penalty: 4515.187500
	Iteration 12Q: 3 clusters Score -989011.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -989058.875000 Penalty: 4515.187500
	Iteration 13Q: 3 clusters Score -989058.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -989094.062500 Penalty: 4515.187500
	Iteration 14Q: 3 clusters Score -989094.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -989121.500000 Penalty: 4515.187500
	Iteration 15Q: 3 clusters Score -989121.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -989135.187500 Penalty: 4515.187500
	Iteration 16Q: 3 clusters Score -989135.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -989146.125000 Penalty: 4515.187500
	Iteration 17Q: 3 clusters Score -989146.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -989155.375000 Penalty: 4515.187500
	Iteration 18Q: 3 clusters Score -989155.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -989162.375000 Penalty: 4515.187500
	Iteration 19Q: 3 clusters Score -989162.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -989168.000000 Penalty: 4515.187500
	Iteration 20F: 3 clusters Score -989168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -989171.437500 Penalty: 4515.187500
	Iteration 21Q: 3 clusters Score -989171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -989174.687500 Penalty: 4515.187500
	Iteration 22Q: 3 clusters Score -989174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -989178.062500 Penalty: 4515.187500
	Iteration 23Q: 3 clusters Score -989178.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -989178.437500 Penalty: 4515.187500
	Iteration 24Q: 3 clusters Score -989178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -989180.000000 Penalty: 4515.187500
	Iteration 25Q: 3 clusters Score -989180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -989182.625000 Penalty: 4515.187500
	Iteration 26Q: 3 clusters Score -989182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -989180.375000 Penalty: 4515.187500
	Iteration 27Q: 3 clusters Score -989180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -989180.250000 Penalty: 4515.187500
	Iteration 28Q: 3 clusters Score -989180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -989180.250000 Penalty: 4515.187500
	Iteration 29F: 3 clusters Score -989180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Entering Unmasked Estep 
Score: -973362.437500 Penalty: 2260.502686
	Iteration 0F: 2 clusters Score -973362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -966233.000000 Penalty: 4521.005371
	Iteration 0F: 3 clusters Score -966233 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -968449.437500 Penalty: 4521.005371
	Iteration 1F: 3 clusters Score -968449.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -968879.812500 Penalty: 4521.005371
	Iteration 2F: 3 clusters Score -968879.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -969310.437500 Penalty: 4521.005371
	Iteration 3F: 3 clusters Score -969310.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -969766.937500 Penalty: 4521.005371
	Iteration 4F: 3 clusters Score -969766.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -970335.437500 Penalty: 4521.005371
	Iteration 5F: 3 clusters Score -970335.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -970914.750000 Penalty: 4521.005371
	Iteration 6F: 3 clusters Score -970914.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -971484.250000 Penalty: 4521.005371
	Iteration 7F: 3 clusters Score -971484.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -971855.500000 Penalty: 4521.005371
	Iteration 8Q: 3 clusters Score -971855.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -972147.437500 Penalty: 4521.005371
	Iteration 9Q: 3 clusters Score -972147.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -972386.375000 Penalty: 4521.005371
	Iteration 10Q: 3 clusters Score -972386.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -972583.312500 Penalty: 4521.005371
	Iteration 11Q: 3 clusters Score -972583.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -972740.187500 Penalty: 4521.005371
	Iteration 12Q: 3 clusters Score -972740.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -972874.125000 Penalty: 4521.005371
	Iteration 13Q: 3 clusters Score -972874.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -972950.250000 Penalty: 4521.005371
	Iteration 14Q: 3 clusters Score -972950.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -972996.500000 Penalty: 4521.005371
	Iteration 15Q: 3 clusters Score -972996.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -973054.125000 Penalty: 4521.005371
	Iteration 16Q: 3 clusters Score -973054.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -973114.875000 Penalty: 4521.005371
	Iteration 17Q: 3 clusters Score -973114.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -973180.125000 Penalty: 4521.005371
	Iteration 18Q: 3 clusters Score -973180.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -973236.625000 Penalty: 4521.005371
	Iteration 19Q: 3 clusters Score -973236.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -973327.187500 Penalty: 4521.005371
	Iteration 20F: 3 clusters Score -973327.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -973442.250000 Penalty: 4521.005371
	Iteration 21Q: 3 clusters Score -973442.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -973549.750000 Penalty: 4521.005371
	Iteration 22Q: 3 clusters Score -973549.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -973617.500000 Penalty: 4521.005371
	Iteration 23Q: 3 clusters Score -973617.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -973654.437500 Penalty: 4521.005371
	Iteration 24Q: 3 clusters Score -973654.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -973668.312500 Penalty: 4521.005371
	Iteration 25Q: 3 clusters Score -973668.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -973670.687500 Penalty: 4521.005371
	Iteration 26Q: 3 clusters Score -973670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -973670.625000 Penalty: 4521.005371
	Iteration 27Q: 3 clusters Score -973670.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -973674.062500 Penalty: 4521.005371
	Iteration 28Q: 3 clusters Score -973674.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -973672.187500 Penalty: 4521.005371
	Iteration 29Q: 3 clusters Score -973672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -973679.187500 Penalty: 4521.005371
	Iteration 30Q: 3 clusters Score -973679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -973679.250000 Penalty: 4521.005371
	Iteration 31Q: 3 clusters Score -973679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -973679.250000 Penalty: 4521.005371
	Iteration 32F: 3 clusters Score -973679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 185042 members 
Mstep: Class 5 contains 187323 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 29669 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 197884 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 73975 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 247776 members 
Mstep: Class 22 contains 109312 members 
Mstep: Class 23 contains 17330 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36261 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 137387 members 
Mstep: Class 29 contains 14893 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 7871 members 
Mstep: Class 32 contains 169808 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 19422 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 726 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 43675 members 
Mstep: Class 40 contains 51560 members 
Mstep: Class 41 contains 11776 members 
Mstep: Class 42 contains 1219 members 
Entering Unmasked Estep 
Score: -225958160.000000 Penalty: 151190.640625
Splitting cluster 31 changes total score from -225955424.000000 to -225958160.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (169808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169808 members 
Entering Unmasked Estep 
Score: -20099026.000000 Penalty: 2986.520996
	Iteration 0F: 2 clusters Score -2.009903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85287 members 
Mstep: Class 2 contains 84521 members 
Entering Unmasked Estep 
Score: -19988476.000000 Penalty: 5973.041992
	Iteration 0F: 3 clusters Score -1.998848e+07 nChanged 81534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -20036040.000000 Penalty: 5973.041992
	Iteration 1F: 3 clusters Score -2.003604e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -20037260.000000 Penalty: 5973.041992
	Iteration 2Q: 3 clusters Score -2.003726e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 74699 members 
Entering Unmasked Estep 
Score: -20039182.000000 Penalty: 5973.041992
	Iteration 3Q: 3 clusters Score -2.003918e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -20042472.000000 Penalty: 5973.041992
	Iteration 4Q: 3 clusters Score -2.004247e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -20047860.000000 Penalty: 5973.041992
	Iteration 5F: 3 clusters Score -2.004786e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117870 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -20056720.000000 Penalty: 5973.041992
	Iteration 6F: 3 clusters Score -2.005672e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129981 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -20068166.000000 Penalty: 5973.041992
	Iteration 7F: 3 clusters Score -2.006817e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -20079538.000000 Penalty: 5973.041992
	Iteration 8F: 3 clusters Score -2.007954e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -20087562.000000 Penalty: 5973.041992
	Iteration 9F: 3 clusters Score -2.008756e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -20092408.000000 Penalty: 5973.041992
	Iteration 10Q: 3 clusters Score -2.009241e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160389 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -20094836.000000 Penalty: 5973.041992
	Iteration 11Q: 3 clusters Score -2.009484e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162776 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -20096096.000000 Penalty: 5973.041992
	Iteration 12Q: 3 clusters Score -2.00961e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164316 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -20096854.000000 Penalty: 5973.041992
	Iteration 13Q: 3 clusters Score -2.009685e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -20097194.000000 Penalty: 5973.041992
	Iteration 14Q: 3 clusters Score -2.009719e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -20097430.000000 Penalty: 5973.041992
	Iteration 15Q: 3 clusters Score -2.009743e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166305 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -20097470.000000 Penalty: 5973.041992
	Iteration 16Q: 3 clusters Score -2.009747e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166640 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -20097578.000000 Penalty: 5973.041992
	Iteration 17Q: 3 clusters Score -2.009758e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -20097666.000000 Penalty: 5973.041992
	Iteration 18Q: 3 clusters Score -2.009767e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167005 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -20097668.000000 Penalty: 5973.041992
	Iteration 19Q: 3 clusters Score -2.009767e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -20097646.000000 Penalty: 5973.041992
	Iteration 20F: 3 clusters Score -2.009765e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167205 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -20097662.000000 Penalty: 5973.041992
	Iteration 21Q: 3 clusters Score -2.009766e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167284 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -20097676.000000 Penalty: 5973.041992
	Iteration 22Q: 3 clusters Score -2.009768e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20097698.000000 Penalty: 5973.041992
	Iteration 23Q: 3 clusters Score -2.00977e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -20097726.000000 Penalty: 5973.041992
	Iteration 24Q: 3 clusters Score -2.009773e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -20097700.000000 Penalty: 5973.041992
	Iteration 25Q: 3 clusters Score -2.00977e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -20097688.000000 Penalty: 5973.041992
	Iteration 26Q: 3 clusters Score -2.009769e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167488 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -20097682.000000 Penalty: 5973.041992
	Iteration 27Q: 3 clusters Score -2.009768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -20097686.000000 Penalty: 5973.041992
	Iteration 28Q: 3 clusters Score -2.009769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167538 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -20097690.000000 Penalty: 5973.041992
	Iteration 29Q: 3 clusters Score -2.009769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167550 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -20097672.000000 Penalty: 5973.041992
	Iteration 30Q: 3 clusters Score -2.009767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167557 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20097708.000000 Penalty: 5973.041992
	Iteration 31Q: 3 clusters Score -2.009771e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167565 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -20097694.000000 Penalty: 5973.041992
	Iteration 32Q: 3 clusters Score -2.009769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167582 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -20097712.000000 Penalty: 5973.041992
	Iteration 33Q: 3 clusters Score -2.009771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167599 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -20097710.000000 Penalty: 5973.041992
	Iteration 34Q: 3 clusters Score -2.009771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167609 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20097726.000000 Penalty: 5973.041992
	Iteration 35Q: 3 clusters Score -2.009773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167619 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20097718.000000 Penalty: 5973.041992
	Iteration 36Q: 3 clusters Score -2.009772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20097722.000000 Penalty: 5973.041992
	Iteration 37Q: 3 clusters Score -2.009772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167628 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -20097716.000000 Penalty: 5973.041992
	Iteration 38Q: 3 clusters Score -2.009772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -20097720.000000 Penalty: 5973.041992
	Iteration 39Q: 3 clusters Score -2.009772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167635 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -20097728.000000 Penalty: 5973.041992
	Iteration 40F: 3 clusters Score -2.009773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167641 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -20097718.000000 Penalty: 5973.041992
	Iteration 41Q: 3 clusters Score -2.009772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -20097716.000000 Penalty: 5973.041992
	Iteration 42Q: 3 clusters Score -2.009772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -20097712.000000 Penalty: 5973.041992
	Iteration 43Q: 3 clusters Score -2.009771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -20097708.000000 Penalty: 5973.041992
	Iteration 44Q: 3 clusters Score -2.009771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -20097710.000000 Penalty: 5973.041992
	Iteration 45Q: 3 clusters Score -2.009771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -20097720.000000 Penalty: 5973.041992
	Iteration 46Q: 3 clusters Score -2.009772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167650 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -20097722.000000 Penalty: 5973.041992
	Iteration 47Q: 3 clusters Score -2.009772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20097720.000000 Penalty: 5973.041992
	Iteration 48Q: 3 clusters Score -2.009772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -20097724.000000 Penalty: 5973.041992
	Iteration 49Q: 3 clusters Score -2.009772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167651 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -20097714.000000 Penalty: 5973.041992
	Iteration 50Q: 3 clusters Score -2.009771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167654 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -20097718.000000 Penalty: 5973.041992
	Iteration 51Q: 3 clusters Score -2.009772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167657 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -20097722.000000 Penalty: 5973.041992
	Iteration 52Q: 3 clusters Score -2.009772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167660 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20097718.000000 Penalty: 5973.041992
	Iteration 53Q: 3 clusters Score -2.009772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -20097718.000000 Penalty: 5973.041992
	Iteration 54Q: 3 clusters Score -2.009772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167663 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -20097722.000000 Penalty: 5973.041992
	Iteration 55Q: 3 clusters Score -2.009772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167664 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -20097738.000000 Penalty: 5973.041992
	Iteration 56Q: 3 clusters Score -2.009774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -20097722.000000 Penalty: 5973.041992
	Iteration 57Q: 3 clusters Score -2.009772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -20097722.000000 Penalty: 5973.041992
	Iteration 58F: 3 clusters Score -2.009772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -82093.304688 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -82093.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80322.437500 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -80322.44 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80548.007812 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -80548.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80640.757812 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -80640.76 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80697.476562 Penalty: 3291.429688
	Iteration 3Q: 3 clusters Score -80697.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80770.429688 Penalty: 3291.429688
	Iteration 4Q: 3 clusters Score -80770.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80813.968750 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -80813.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80847.515625 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -80847.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80880.359375 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -80880.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80908.406250 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -80908.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80984.648438 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -80984.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81088.734375 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -81088.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81190.757812 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -81190.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81290.453125 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -81290.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81388.554688 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -81388.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81439.632812 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -81439.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81472.953125 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -81472.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81520.445312 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -81520.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81603.906250 Penalty: 3291.429688
	Iteration 17Q: 3 clusters Score -81603.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81692.179688 Penalty: 3291.429688
	Iteration 18Q: 3 clusters Score -81692.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81789.570312 Penalty: 3291.429688
	Iteration 19Q: 3 clusters Score -81789.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81802.125000 Penalty: 3291.429688
	Iteration 20F: 3 clusters Score -81802.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81814.789062 Penalty: 3291.429688
	Iteration 21Q: 3 clusters Score -81814.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81819.500000 Penalty: 3291.429688
	Iteration 22Q: 3 clusters Score -81819.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81821.859375 Penalty: 3291.429688
	Iteration 23Q: 3 clusters Score -81821.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81821.859375 Penalty: 3291.429688
	Iteration 24F: 3 clusters Score -81821.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Entering Unmasked Estep 
Score: -2221769.000000 Penalty: 2448.791992
	Iteration 0F: 2 clusters Score -2221769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2208092.250000 Penalty: 4897.583984
	Iteration 0F: 3 clusters Score -2208092 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2212661.000000 Penalty: 4897.583984
	Iteration 1F: 3 clusters Score -2212661 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2213104.000000 Penalty: 4897.583984
	Iteration 2F: 3 clusters Score -2213104 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2213507.500000 Penalty: 4897.583984
	Iteration 3F: 3 clusters Score -2213508 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2213870.000000 Penalty: 4897.583984
	Iteration 4Q: 3 clusters Score -2213870 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2214218.000000 Penalty: 4897.583984
	Iteration 5Q: 3 clusters Score -2214218 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2214579.500000 Penalty: 4897.583984
	Iteration 6Q: 3 clusters Score -2214580 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2214982.500000 Penalty: 4897.583984
	Iteration 7Q: 3 clusters Score -2214982 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2215437.250000 Penalty: 4897.583984
	Iteration 8Q: 3 clusters Score -2215437 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2215978.250000 Penalty: 4897.583984
	Iteration 9Q: 3 clusters Score -2215978 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2216529.000000 Penalty: 4897.583984
	Iteration 10Q: 3 clusters Score -2216529 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2217108.500000 Penalty: 4897.583984
	Iteration 11Q: 3 clusters Score -2217108 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2217719.500000 Penalty: 4897.583984
	Iteration 12Q: 3 clusters Score -2217720 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2218274.500000 Penalty: 4897.583984
	Iteration 13Q: 3 clusters Score -2218274 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2218711.500000 Penalty: 4897.583984
	Iteration 14Q: 3 clusters Score -2218712 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2219012.250000 Penalty: 4897.583984
	Iteration 15Q: 3 clusters Score -2219012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2219227.000000 Penalty: 4897.583984
	Iteration 16Q: 3 clusters Score -2219227 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2219363.500000 Penalty: 4897.583984
	Iteration 17Q: 3 clusters Score -2219364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2219457.500000 Penalty: 4897.583984
	Iteration 18Q: 3 clusters Score -2219458 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2219508.000000 Penalty: 4897.583984
	Iteration 19Q: 3 clusters Score -2219508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2219545.000000 Penalty: 4897.583984
	Iteration 20F: 3 clusters Score -2219545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2219586.250000 Penalty: 4897.583984
	Iteration 21Q: 3 clusters Score -2219586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2219615.500000 Penalty: 4897.583984
	Iteration 22Q: 3 clusters Score -2219616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2219632.500000 Penalty: 4897.583984
	Iteration 23Q: 3 clusters Score -2219632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2219643.000000 Penalty: 4897.583984
	Iteration 24Q: 3 clusters Score -2219643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2219647.250000 Penalty: 4897.583984
	Iteration 25Q: 3 clusters Score -2219647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2219649.000000 Penalty: 4897.583984
	Iteration 26Q: 3 clusters Score -2219649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2219657.500000 Penalty: 4897.583984
	Iteration 27Q: 3 clusters Score -2219658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2219660.750000 Penalty: 4897.583984
	Iteration 28Q: 3 clusters Score -2219661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2219664.750000 Penalty: 4897.583984
	Iteration 29Q: 3 clusters Score -2219665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2219672.500000 Penalty: 4897.583984
	Iteration 30Q: 3 clusters Score -2219672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2219671.000000 Penalty: 4897.583984
	Iteration 31Q: 3 clusters Score -2219671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2219675.000000 Penalty: 4897.583984
	Iteration 32Q: 3 clusters Score -2219675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2219676.000000 Penalty: 4897.583984
	Iteration 33Q: 3 clusters Score -2219676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2219674.250000 Penalty: 4897.583984
	Iteration 34Q: 3 clusters Score -2219674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2219680.250000 Penalty: 4897.583984
	Iteration 35Q: 3 clusters Score -2219680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2219680.750000 Penalty: 4897.583984
	Iteration 36Q: 3 clusters Score -2219681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2219679.000000 Penalty: 4897.583984
	Iteration 37Q: 3 clusters Score -2219679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2219679.000000 Penalty: 4897.583984
	Iteration 38F: 3 clusters Score -2219679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (34302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Entering Unmasked Estep 
Score: -3686502.250000 Penalty: 2589.853760
	Iteration 0F: 2 clusters Score -3686502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3663193.250000 Penalty: 5179.707520
	Iteration 0F: 3 clusters Score -3663193 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3672734.250000 Penalty: 5179.707520
	Iteration 1F: 3 clusters Score -3672734 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3674084.750000 Penalty: 5179.707520
	Iteration 2F: 3 clusters Score -3674085 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3675581.750000 Penalty: 5179.707520
	Iteration 3F: 3 clusters Score -3675582 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3676967.500000 Penalty: 5179.707520
	Iteration 4F: 3 clusters Score -3676968 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3678271.000000 Penalty: 5179.707520
	Iteration 5F: 3 clusters Score -3678271 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3679429.750000 Penalty: 5179.707520
	Iteration 6F: 3 clusters Score -3679430 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3680257.000000 Penalty: 5179.707520
	Iteration 7Q: 3 clusters Score -3680257 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3680871.250000 Penalty: 5179.707520
	Iteration 8Q: 3 clusters Score -3680871 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3681342.000000 Penalty: 5179.707520
	Iteration 9Q: 3 clusters Score -3681342 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3681759.500000 Penalty: 5179.707520
	Iteration 10Q: 3 clusters Score -3681760 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3682113.500000 Penalty: 5179.707520
	Iteration 11Q: 3 clusters Score -3682114 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3682459.750000 Penalty: 5179.707520
	Iteration 12Q: 3 clusters Score -3682460 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3682835.500000 Penalty: 5179.707520
	Iteration 13Q: 3 clusters Score -3682836 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3683172.250000 Penalty: 5179.707520
	Iteration 14Q: 3 clusters Score -3683172 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3683454.000000 Penalty: 5179.707520
	Iteration 15Q: 3 clusters Score -3683454 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3683679.000000 Penalty: 5179.707520
	Iteration 16Q: 3 clusters Score -3683679 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -3683898.000000 Penalty: 5179.707520
	Iteration 17Q: 3 clusters Score -3683898 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -3684055.500000 Penalty: 5179.707520
	Iteration 18Q: 3 clusters Score -3684056 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3684195.750000 Penalty: 5179.707520
	Iteration 19Q: 3 clusters Score -3684196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3684285.500000 Penalty: 5179.707520
	Iteration 20F: 3 clusters Score -3684286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -3684356.000000 Penalty: 5179.707520
	Iteration 21Q: 3 clusters Score -3684356 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3684420.750000 Penalty: 5179.707520
	Iteration 22Q: 3 clusters Score -3684421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -3684475.500000 Penalty: 5179.707520
	Iteration 23Q: 3 clusters Score -3684476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -3684514.500000 Penalty: 5179.707520
	Iteration 24Q: 3 clusters Score -3684514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3684562.000000 Penalty: 5179.707520
	Iteration 25Q: 3 clusters Score -3684562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -3684582.250000 Penalty: 5179.707520
	Iteration 26Q: 3 clusters Score -3684582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -3684621.250000 Penalty: 5179.707520
	Iteration 27Q: 3 clusters Score -3684621 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -3684644.000000 Penalty: 5179.707520
	Iteration 28Q: 3 clusters Score -3684644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -3684663.500000 Penalty: 5179.707520
	Iteration 29Q: 3 clusters Score -3684664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -3684685.000000 Penalty: 5179.707520
	Iteration 30Q: 3 clusters Score -3684685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -3684686.000000 Penalty: 5179.707520
	Iteration 31Q: 3 clusters Score -3684686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -3684694.500000 Penalty: 5179.707520
	Iteration 32Q: 3 clusters Score -3684694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3684701.750000 Penalty: 5179.707520
	Iteration 33Q: 3 clusters Score -3684702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3684703.000000 Penalty: 5179.707520
	Iteration 34Q: 3 clusters Score -3684703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -3684710.750000 Penalty: 5179.707520
	Iteration 35Q: 3 clusters Score -3684711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -3684717.750000 Penalty: 5179.707520
	Iteration 36Q: 3 clusters Score -3684718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -3684721.500000 Penalty: 5179.707520
	Iteration 37Q: 3 clusters Score -3684722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -3684722.750000 Penalty: 5179.707520
	Iteration 38Q: 3 clusters Score -3684723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -3684729.000000 Penalty: 5179.707520
	Iteration 39Q: 3 clusters Score -3684729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -3684733.000000 Penalty: 5179.707520
	Iteration 40F: 3 clusters Score -3684733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -3684740.000000 Penalty: 5179.707520
	Iteration 41Q: 3 clusters Score -3684740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -3684736.750000 Penalty: 5179.707520
	Iteration 42Q: 3 clusters Score -3684737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -3684739.500000 Penalty: 5179.707520
	Iteration 43Q: 3 clusters Score -3684740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -3684738.750000 Penalty: 5179.707520
	Iteration 44Q: 3 clusters Score -3684739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -3684739.250000 Penalty: 5179.707520
	Iteration 45Q: 3 clusters Score -3684739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3684741.500000 Penalty: 5179.707520
	Iteration 46Q: 3 clusters Score -3684742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -3684737.250000 Penalty: 5179.707520
	Iteration 47Q: 3 clusters Score -3684737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -3684738.250000 Penalty: 5179.707520
	Iteration 48Q: 3 clusters Score -3684738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -3684743.000000 Penalty: 5179.707520
	Iteration 49Q: 3 clusters Score -3684743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -3684747.000000 Penalty: 5179.707520
	Iteration 50Q: 3 clusters Score -3684747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -3684749.000000 Penalty: 5179.707520
	Iteration 51Q: 3 clusters Score -3684749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3684747.500000 Penalty: 5179.707520
	Iteration 52Q: 3 clusters Score -3684748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -3684749.500000 Penalty: 5179.707520
	Iteration 53Q: 3 clusters Score -3684750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3684754.500000 Penalty: 5179.707520
	Iteration 54Q: 3 clusters Score -3684754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -3684753.000000 Penalty: 5179.707520
	Iteration 55Q: 3 clusters Score -3684753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -3684756.500000 Penalty: 5179.707520
	Iteration 56Q: 3 clusters Score -3684756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -3684755.500000 Penalty: 5179.707520
	Iteration 57Q: 3 clusters Score -3684756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -3684753.000000 Penalty: 5179.707520
	Iteration 58Q: 3 clusters Score -3684753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -3684757.250000 Penalty: 5179.707520
	Iteration 59Q: 3 clusters Score -3684757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -3684759.250000 Penalty: 5179.707520
	Iteration 60F: 3 clusters Score -3684759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -60969.714844 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -60969.71 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 307 members 
Entering Unmasked Estep 
Score: -59373.539062 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -59373.54 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59566.371094 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -59566.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59629.785156 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -59629.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59672.433594 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -59672.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59699.984375 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -59699.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59710.066406 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -59710.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59722.437500 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -59722.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59733.160156 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -59733.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59741.148438 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -59741.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59757.820312 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -59757.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59767.800781 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -59767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59777.035156 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -59777.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59784.144531 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -59784.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59797.625000 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -59797.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59808.078125 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -59808.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59813.664062 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -59813.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59814.984375 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -59814.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59814.984375 Penalty: 3165.380615
	Iteration 17F: 3 clusters Score -59814.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -75397.398438 Penalty: 1633.712402
	Iteration 0F: 2 clusters Score -75397.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73709.468750 Penalty: 3267.424805
	Iteration 0F: 3 clusters Score -73709.47 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -74098.445312 Penalty: 3267.424805
	Iteration 1F: 3 clusters Score -74098.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74370.273438 Penalty: 3267.424805
	Iteration 2F: 3 clusters Score -74370.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -74738.179688 Penalty: 3267.424805
	Iteration 3F: 3 clusters Score -74738.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75154.546875 Penalty: 3267.424805
	Iteration 4F: 3 clusters Score -75154.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75383.835938 Penalty: 3267.424805
	Iteration 5F: 3 clusters Score -75383.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -75532.976562 Penalty: 3267.424805
	Iteration 6Q: 3 clusters Score -75532.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -75666.734375 Penalty: 3267.424805
	Iteration 7Q: 3 clusters Score -75666.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -75712.406250 Penalty: 3267.424805
	Iteration 8Q: 3 clusters Score -75712.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -75728.585938 Penalty: 3267.424805
	Iteration 9Q: 3 clusters Score -75728.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -75764.820312 Penalty: 3267.424805
	Iteration 10Q: 3 clusters Score -75764.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -75781.085938 Penalty: 3267.424805
	Iteration 11Q: 3 clusters Score -75781.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -75820.992188 Penalty: 3267.424805
	Iteration 12Q: 3 clusters Score -75820.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -75824.054688 Penalty: 3267.424805
	Iteration 13Q: 3 clusters Score -75824.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -75824.054688 Penalty: 3267.424805
	Iteration 14F: 3 clusters Score -75824.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 185042 members 
Mstep: Class 5 contains 187323 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 29669 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 197884 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 73975 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 247776 members 
Mstep: Class 22 contains 109312 members 
Mstep: Class 23 contains 17330 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36261 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 137387 members 
Mstep: Class 29 contains 14893 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 7871 members 
Mstep: Class 32 contains 169808 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 19422 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 178 members 
Mstep: Class 39 contains 43675 members 
Mstep: Class 40 contains 51560 members 
Mstep: Class 41 contains 11776 members 
Mstep: Class 42 contains 1219 members 
Mstep: Class 43 contains 158 members 
Entering Unmasked Estep 
Score: -225956496.000000 Penalty: 154790.421875
Splitting cluster 37 changes total score from -225955424.000000 to -225956496.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 38 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -16883.425781 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -16883.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15873.658203 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -15873.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -15910.026367 Penalty: 2570.164795
	Iteration 1Q: 3 clusters Score -15910.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15942.318359 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -15942.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15946.107422 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -15946.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15950.081055 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -15950.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15962.185547 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -15962.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15962.185547 Penalty: 2570.164795
	Iteration 6F: 3 clusters Score -15962.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 185042 members 
Mstep: Class 5 contains 187323 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5396 members 
Mstep: Class 8 contains 22222 members 
Mstep: Class 9 contains 23401 members 
Mstep: Class 10 contains 29669 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 15143 members 
Mstep: Class 14 contains 43657 members 
Mstep: Class 15 contains 130817 members 
Mstep: Class 16 contains 197884 members 
Mstep: Class 17 contains 14999 members 
Mstep: Class 18 contains 73975 members 
Mstep: Class 19 contains 13065 members 
Mstep: Class 20 contains 7321 members 
Mstep: Class 21 contains 247776 members 
Mstep: Class 22 contains 109312 members 
Mstep: Class 23 contains 17330 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36261 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10422 members 
Mstep: Class 28 contains 137387 members 
Mstep: Class 29 contains 14893 members 
Mstep: Class 30 contains 8984 members 
Mstep: Class 31 contains 7871 members 
Mstep: Class 32 contains 169808 members 
Mstep: Class 33 contains 762 members 
Mstep: Class 34 contains 19422 members 
Mstep: Class 35 contains 34302 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 568 members 
Mstep: Class 38 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225963264.000000 Penalty: 154790.421875
Iteration 199Q: 44 clusters Score -2.259633e+08 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 12882 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 185673 members 
Mstep: Class 5 contains 188787 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 8 contains 22196 members 
Mstep: Class 9 contains 23415 members 
Mstep: Class 10 contains 30597 members 
Mstep: Class 11 contains 41953 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 15147 members 
Mstep: Class 14 contains 45838 members 
Mstep: Class 15 contains 130921 members 
Mstep: Class 16 contains 198179 members 
Mstep: Class 17 contains 14917 members 
Mstep: Class 18 contains 73345 members 
Mstep: Class 19 contains 13184 members 
Mstep: Class 20 contains 7365 members 
Mstep: Class 21 contains 248008 members 
Mstep: Class 22 contains 108430 members 
Mstep: Class 23 contains 17447 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36235 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 136441 members 
Mstep: Class 29 contains 14894 members 
Mstep: Class 30 contains 8963 members 
Mstep: Class 31 contains 8147 members 
Mstep: Class 32 contains 169791 members 
Mstep: Class 33 contains 763 members 
Mstep: Class 34 contains 19431 members 
Mstep: Class 35 contains 34083 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 724 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 42017 members 
Mstep: Class 40 contains 50161 members 
Mstep: Class 41 contains 10821 members 
Mstep: Class 42 contains 1230 members 
Mstep: Class 43 contains 157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967008.000000 Penalty: 154790.421875
Iteration 200F: 44 clusters Score -2.25967e+08 nChanged 16777
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 12918 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 184903 members 
Mstep: Class 5 contains 187986 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5380 members 
Mstep: Class 8 contains 22099 members 
Mstep: Class 9 contains 23361 members 
Mstep: Class 10 contains 31540 members 
Mstep: Class 11 contains 41673 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 15124 members 
Mstep: Class 14 contains 47191 members 
Mstep: Class 15 contains 130948 members 
Mstep: Class 16 contains 197932 members 
Mstep: Class 17 contains 14811 members 
Mstep: Class 18 contains 72600 members 
Mstep: Class 19 contains 13184 members 
Mstep: Class 20 contains 7347 members 
Mstep: Class 21 contains 248121 members 
Mstep: Class 22 contains 107638 members 
Mstep: Class 23 contains 17669 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36203 members 
Mstep: Class 26 contains 7435 members 
Mstep: Class 27 contains 10400 members 
Mstep: Class 28 contains 135591 members 
Mstep: Class 29 contains 14891 members 
Mstep: Class 30 contains 8960 members 
Mstep: Class 31 contains 8407 members 
Mstep: Class 32 contains 169898 members 
Mstep: Class 33 contains 757 members 
Mstep: Class 34 contains 19445 members 
Mstep: Class 35 contains 33813 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 812 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 42194 members 
Mstep: Class 40 contains 51110 members 
Mstep: Class 41 contains 11451 members 
Mstep: Class 42 contains 1297 members 
Mstep: Class 43 contains 164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225969328.000000 Penalty: 154790.421875
Iteration 201Q: 44 clusters Score -2.259693e+08 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 12942 members 
Mstep: Class 3 contains 4521 members 
Mstep: Class 4 contains 184289 members 
Mstep: Class 5 contains 187445 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 22022 members 
Mstep: Class 9 contains 23309 members 
Mstep: Class 10 contains 32502 members 
Mstep: Class 11 contains 41478 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 15088 members 
Mstep: Class 14 contains 48321 members 
Mstep: Class 15 contains 130977 members 
Mstep: Class 16 contains 197612 members 
Mstep: Class 17 contains 14711 members 
Mstep: Class 18 contains 71916 members 
Mstep: Class 19 contains 13188 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 248251 members 
Mstep: Class 22 contains 106888 members 
Mstep: Class 23 contains 17845 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36173 members 
Mstep: Class 26 contains 7447 members 
Mstep: Class 27 contains 10396 members 
Mstep: Class 28 contains 134918 members 
Mstep: Class 29 contains 14884 members 
Mstep: Class 30 contains 8965 members 
Mstep: Class 31 contains 8648 members 
Mstep: Class 32 contains 169976 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 19459 members 
Mstep: Class 35 contains 33611 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 867 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 42200 members 
Mstep: Class 40 contains 51865 members 
Mstep: Class 41 contains 11974 members 
Mstep: Class 42 contains 1337 members 
Mstep: Class 43 contains 169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970288.000000 Penalty: 154790.421875
Iteration 202Q: 44 clusters Score -2.259703e+08 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 12953 members 
Mstep: Class 3 contains 4763 members 
Mstep: Class 4 contains 183626 members 
Mstep: Class 5 contains 187024 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5369 members 
Mstep: Class 8 contains 21956 members 
Mstep: Class 9 contains 23273 members 
Mstep: Class 10 contains 33428 members 
Mstep: Class 11 contains 41296 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 14 contains 49302 members 
Mstep: Class 15 contains 131020 members 
Mstep: Class 16 contains 197343 members 
Mstep: Class 17 contains 14562 members 
Mstep: Class 18 contains 71283 members 
Mstep: Class 19 contains 13177 members 
Mstep: Class 20 contains 7317 members 
Mstep: Class 21 contains 248347 members 
Mstep: Class 22 contains 106223 members 
Mstep: Class 23 contains 18005 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36154 members 
Mstep: Class 26 contains 7449 members 
Mstep: Class 27 contains 10401 members 
Mstep: Class 28 contains 134352 members 
Mstep: Class 29 contains 14879 members 
Mstep: Class 30 contains 8975 members 
Mstep: Class 31 contains 8896 members 
Mstep: Class 32 contains 170117 members 
Mstep: Class 33 contains 743 members 
Mstep: Class 34 contains 19492 members 
Mstep: Class 35 contains 33355 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 917 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 42196 members 
Mstep: Class 40 contains 52535 members 
Mstep: Class 41 contains 12459 members 
Mstep: Class 42 contains 1356 members 
Mstep: Class 43 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970896.000000 Penalty: 154790.421875
Iteration 203Q: 44 clusters Score -2.259709e+08 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 12927 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 183082 members 
Mstep: Class 5 contains 186690 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5359 members 
Mstep: Class 8 contains 21911 members 
Mstep: Class 9 contains 23257 members 
Mstep: Class 10 contains 34401 members 
Mstep: Class 11 contains 41138 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 14960 members 
Mstep: Class 14 contains 50154 members 
Mstep: Class 15 contains 131128 members 
Mstep: Class 16 contains 197047 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 70550 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 7297 members 
Mstep: Class 21 contains 248427 members 
Mstep: Class 22 contains 105580 members 
Mstep: Class 23 contains 18134 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36142 members 
Mstep: Class 26 contains 7446 members 
Mstep: Class 27 contains 10409 members 
Mstep: Class 28 contains 133919 members 
Mstep: Class 29 contains 14870 members 
Mstep: Class 30 contains 8995 members 
Mstep: Class 31 contains 9079 members 
Mstep: Class 32 contains 170310 members 
Mstep: Class 33 contains 728 members 
Mstep: Class 34 contains 19538 members 
Mstep: Class 35 contains 33133 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 42166 members 
Mstep: Class 40 contains 53124 members 
Mstep: Class 41 contains 12866 members 
Mstep: Class 42 contains 1359 members 
Mstep: Class 43 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225971600.000000 Penalty: 154790.421875
Iteration 204Q: 44 clusters Score -2.259716e+08 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 12899 members 
Mstep: Class 3 contains 5145 members 
Mstep: Class 4 contains 182603 members 
Mstep: Class 5 contains 186383 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5355 members 
Mstep: Class 8 contains 21897 members 
Mstep: Class 9 contains 23244 members 
Mstep: Class 10 contains 35390 members 
Mstep: Class 11 contains 41017 members 
Mstep: Class 12 contains 11622 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 50915 members 
Mstep: Class 15 contains 131204 members 
Mstep: Class 16 contains 196780 members 
Mstep: Class 17 contains 14259 members 
Mstep: Class 18 contains 69795 members 
Mstep: Class 19 contains 13128 members 
Mstep: Class 20 contains 7286 members 
Mstep: Class 21 contains 248489 members 
Mstep: Class 22 contains 104961 members 
Mstep: Class 23 contains 18247 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36133 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10414 members 
Mstep: Class 28 contains 133515 members 
Mstep: Class 29 contains 14862 members 
Mstep: Class 30 contains 9001 members 
Mstep: Class 31 contains 9275 members 
Mstep: Class 32 contains 170571 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 19583 members 
Mstep: Class 35 contains 32894 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 1000 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 42135 members 
Mstep: Class 40 contains 53654 members 
Mstep: Class 41 contains 13211 members 
Mstep: Class 42 contains 1365 members 
Mstep: Class 43 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972384.000000 Penalty: 154790.421875
Iteration 205Q: 44 clusters Score -2.259724e+08 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 12861 members 
Mstep: Class 3 contains 5274 members 
Mstep: Class 4 contains 182189 members 
Mstep: Class 5 contains 186140 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 21865 members 
Mstep: Class 9 contains 23244 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 40912 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 14820 members 
Mstep: Class 14 contains 51559 members 
Mstep: Class 15 contains 131268 members 
Mstep: Class 16 contains 196573 members 
Mstep: Class 17 contains 14111 members 
Mstep: Class 18 contains 69064 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 7276 members 
Mstep: Class 21 contains 248526 members 
Mstep: Class 22 contains 104411 members 
Mstep: Class 23 contains 18318 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36128 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10423 members 
Mstep: Class 28 contains 133212 members 
Mstep: Class 29 contains 14856 members 
Mstep: Class 30 contains 9012 members 
Mstep: Class 31 contains 9437 members 
Mstep: Class 32 contains 170890 members 
Mstep: Class 33 contains 688 members 
Mstep: Class 34 contains 19620 members 
Mstep: Class 35 contains 32658 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 1018 members 
Mstep: Class 38 contains 180 members 
Mstep: Class 39 contains 42113 members 
Mstep: Class 40 contains 54074 members 
Mstep: Class 41 contains 13503 members 
Mstep: Class 42 contains 1370 members 
Mstep: Class 43 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972784.000000 Penalty: 154790.421875
Iteration 206Q: 44 clusters Score -2.259728e+08 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 3 contains 5360 members 
Mstep: Class 4 contains 181850 members 
Mstep: Class 5 contains 185942 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5352 members 
Mstep: Class 8 contains 21821 members 
Mstep: Class 9 contains 23239 members 
Mstep: Class 10 contains 37261 members 
Mstep: Class 11 contains 40846 members 
Mstep: Class 12 contains 11642 members 
Mstep: Class 13 contains 14753 members 
Mstep: Class 14 contains 52093 members 
Mstep: Class 15 contains 131340 members 
Mstep: Class 16 contains 196406 members 
Mstep: Class 17 contains 13963 members 
Mstep: Class 18 contains 68370 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 7257 members 
Mstep: Class 21 contains 248530 members 
Mstep: Class 22 contains 103886 members 
Mstep: Class 23 contains 18390 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36133 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10412 members 
Mstep: Class 28 contains 132902 members 
Mstep: Class 29 contains 14856 members 
Mstep: Class 30 contains 9019 members 
Mstep: Class 31 contains 9616 members 
Mstep: Class 32 contains 171237 members 
Mstep: Class 33 contains 666 members 
Mstep: Class 34 contains 19652 members 
Mstep: Class 35 contains 32448 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 1031 members 
Mstep: Class 38 contains 180 members 
Mstep: Class 39 contains 42086 members 
Mstep: Class 40 contains 54426 members 
Mstep: Class 41 contains 13756 members 
Mstep: Class 42 contains 1376 members 
Mstep: Class 43 contains 251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973376.000000 Penalty: 154790.421875
Iteration 207Q: 44 clusters Score -2.259734e+08 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 12784 members 
Mstep: Class 3 contains 5432 members 
Mstep: Class 4 contains 181552 members 
Mstep: Class 5 contains 185784 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5360 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 23227 members 
Mstep: Class 10 contains 38118 members 
Mstep: Class 11 contains 40793 members 
Mstep: Class 12 contains 11672 members 
Mstep: Class 13 contains 14684 members 
Mstep: Class 14 contains 52565 members 
Mstep: Class 15 contains 131425 members 
Mstep: Class 16 contains 196272 members 
Mstep: Class 17 contains 13824 members 
Mstep: Class 18 contains 67653 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 7237 members 
Mstep: Class 21 contains 248554 members 
Mstep: Class 22 contains 103336 members 
Mstep: Class 23 contains 18429 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36136 members 
Mstep: Class 26 contains 7446 members 
Mstep: Class 27 contains 10396 members 
Mstep: Class 28 contains 132623 members 
Mstep: Class 29 contains 14855 members 
Mstep: Class 30 contains 9024 members 
Mstep: Class 31 contains 9816 members 
Mstep: Class 32 contains 171613 members 
Mstep: Class 33 contains 651 members 
Mstep: Class 34 contains 19688 members 
Mstep: Class 35 contains 32261 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 42055 members 
Mstep: Class 40 contains 54733 members 
Mstep: Class 41 contains 13975 members 
Mstep: Class 42 contains 1381 members 
Mstep: Class 43 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974000.000000 Penalty: 154790.421875
Iteration 208Q: 44 clusters Score -2.25974e+08 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 12731 members 
Mstep: Class 3 contains 5486 members 
Mstep: Class 4 contains 181307 members 
Mstep: Class 5 contains 185663 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5373 members 
Mstep: Class 8 contains 21794 members 
Mstep: Class 9 contains 23217 members 
Mstep: Class 10 contains 38965 members 
Mstep: Class 11 contains 40742 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 52963 members 
Mstep: Class 15 contains 131525 members 
Mstep: Class 16 contains 196116 members 
Mstep: Class 17 contains 13686 members 
Mstep: Class 18 contains 67044 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 248580 members 
Mstep: Class 22 contains 102771 members 
Mstep: Class 23 contains 18445 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 36133 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 10378 members 
Mstep: Class 28 contains 132408 members 
Mstep: Class 29 contains 14855 members 
Mstep: Class 30 contains 9031 members 
Mstep: Class 31 contains 9996 members 
Mstep: Class 32 contains 171960 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 19711 members 
Mstep: Class 35 contains 32067 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 1053 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 42045 members 
Mstep: Class 40 contains 55005 members 
Mstep: Class 41 contains 14158 members 
Mstep: Class 42 contains 1384 members 
Mstep: Class 43 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973792.000000 Penalty: 154790.421875
Iteration 209Q: 44 clusters Score -2.259738e+08 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 12692 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 181100 members 
Mstep: Class 5 contains 185602 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5374 members 
Mstep: Class 8 contains 21790 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 39736 members 
Mstep: Class 11 contains 40707 members 
Mstep: Class 12 contains 11684 members 
Mstep: Class 13 contains 14566 members 
Mstep: Class 14 contains 53311 members 
Mstep: Class 15 contains 131629 members 
Mstep: Class 16 contains 195934 members 
Mstep: Class 17 contains 13539 members 
Mstep: Class 18 contains 66463 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 248614 members 
Mstep: Class 22 contains 102205 members 
Mstep: Class 23 contains 18456 members 
Mstep: Class 24 contains 441 members 
Mstep: Class 25 contains 36128 members 
Mstep: Class 26 contains 7441 members 
Mstep: Class 27 contains 10379 members 
Mstep: Class 28 contains 132205 members 
Mstep: Class 29 contains 14859 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 10165 members 
Mstep: Class 32 contains 172316 members 
Mstep: Class 33 contains 624 members 
Mstep: Class 34 contains 19730 members 
Mstep: Class 35 contains 31897 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 1061 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 42017 members 
Mstep: Class 40 contains 55234 members 
Mstep: Class 41 contains 14336 members 
Mstep: Class 42 contains 1387 members 
Mstep: Class 43 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974496.000000 Penalty: 154790.421875
Iteration 210Q: 44 clusters Score -2.259745e+08 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 12645 members 
Mstep: Class 3 contains 5587 members 
Mstep: Class 4 contains 180899 members 
Mstep: Class 5 contains 185578 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5376 members 
Mstep: Class 8 contains 21786 members 
Mstep: Class 9 contains 23218 members 
Mstep: Class 10 contains 40441 members 
Mstep: Class 11 contains 40684 members 
Mstep: Class 12 contains 11690 members 
Mstep: Class 13 contains 14523 members 
Mstep: Class 14 contains 53612 members 
Mstep: Class 15 contains 131714 members 
Mstep: Class 16 contains 195776 members 
Mstep: Class 17 contains 13416 members 
Mstep: Class 18 contains 65953 members 
Mstep: Class 19 contains 13125 members 
Mstep: Class 20 contains 7209 members 
Mstep: Class 21 contains 248596 members 
Mstep: Class 22 contains 101673 members 
Mstep: Class 23 contains 18481 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7441 members 
Mstep: Class 27 contains 10366 members 
Mstep: Class 28 contains 132030 members 
Mstep: Class 29 contains 14858 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 10346 members 
Mstep: Class 32 contains 172674 members 
Mstep: Class 33 contains 610 members 
Mstep: Class 34 contains 19747 members 
Mstep: Class 35 contains 31739 members 
Mstep: Class 36 contains 591 members 
Mstep: Class 37 contains 1063 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41989 members 
Mstep: Class 40 contains 55416 members 
Mstep: Class 41 contains 14493 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973968.000000 Penalty: 154790.421875
Iteration 211Q: 44 clusters Score -2.25974e+08 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 12611 members 
Mstep: Class 3 contains 5620 members 
Mstep: Class 4 contains 180763 members 
Mstep: Class 5 contains 185526 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5388 members 
Mstep: Class 8 contains 21780 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 41045 members 
Mstep: Class 11 contains 40665 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 14479 members 
Mstep: Class 14 contains 53897 members 
Mstep: Class 15 contains 131785 members 
Mstep: Class 16 contains 195643 members 
Mstep: Class 17 contains 13300 members 
Mstep: Class 18 contains 65465 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7202 members 
Mstep: Class 21 contains 248585 members 
Mstep: Class 22 contains 101192 members 
Mstep: Class 23 contains 18500 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36119 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10356 members 
Mstep: Class 28 contains 131838 members 
Mstep: Class 29 contains 14850 members 
Mstep: Class 30 contains 9056 members 
Mstep: Class 31 contains 10535 members 
Mstep: Class 32 contains 173052 members 
Mstep: Class 33 contains 603 members 
Mstep: Class 34 contains 19760 members 
Mstep: Class 35 contains 31600 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1065 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41962 members 
Mstep: Class 40 contains 55589 members 
Mstep: Class 41 contains 14622 members 
Mstep: Class 42 contains 1397 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973712.000000 Penalty: 154790.421875
Iteration 212Q: 44 clusters Score -2.259737e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 12557 members 
Mstep: Class 3 contains 5641 members 
Mstep: Class 4 contains 180611 members 
Mstep: Class 5 contains 185474 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 21776 members 
Mstep: Class 9 contains 23209 members 
Mstep: Class 10 contains 41626 members 
Mstep: Class 11 contains 40655 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 54128 members 
Mstep: Class 15 contains 131866 members 
Mstep: Class 16 contains 195541 members 
Mstep: Class 17 contains 13206 members 
Mstep: Class 18 contains 65015 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7189 members 
Mstep: Class 21 contains 248620 members 
Mstep: Class 22 contains 100725 members 
Mstep: Class 23 contains 18513 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 131637 members 
Mstep: Class 29 contains 14846 members 
Mstep: Class 30 contains 9060 members 
Mstep: Class 31 contains 10710 members 
Mstep: Class 32 contains 173386 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19772 members 
Mstep: Class 35 contains 31454 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1069 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41945 members 
Mstep: Class 40 contains 55749 members 
Mstep: Class 41 contains 14754 members 
Mstep: Class 42 contains 1401 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974320.000000 Penalty: 154790.421875
Iteration 213Q: 44 clusters Score -2.259743e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 12490 members 
Mstep: Class 3 contains 5664 members 
Mstep: Class 4 contains 180485 members 
Mstep: Class 5 contains 185409 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 8 contains 21759 members 
Mstep: Class 9 contains 23208 members 
Mstep: Class 10 contains 42119 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 14396 members 
Mstep: Class 14 contains 54303 members 
Mstep: Class 15 contains 131931 members 
Mstep: Class 16 contains 195460 members 
Mstep: Class 17 contains 13121 members 
Mstep: Class 18 contains 64645 members 
Mstep: Class 19 contains 13114 members 
Mstep: Class 20 contains 7176 members 
Mstep: Class 21 contains 248706 members 
Mstep: Class 22 contains 100261 members 
Mstep: Class 23 contains 18528 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7440 members 
Mstep: Class 27 contains 10355 members 
Mstep: Class 28 contains 131497 members 
Mstep: Class 29 contains 14842 members 
Mstep: Class 30 contains 9066 members 
Mstep: Class 31 contains 10857 members 
Mstep: Class 32 contains 173724 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19783 members 
Mstep: Class 35 contains 31287 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1071 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41954 members 
Mstep: Class 40 contains 55906 members 
Mstep: Class 41 contains 14860 members 
Mstep: Class 42 contains 1403 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974880.000000 Penalty: 154790.421875
Iteration 214Q: 44 clusters Score -2.259749e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 12420 members 
Mstep: Class 3 contains 5691 members 
Mstep: Class 4 contains 180366 members 
Mstep: Class 5 contains 185342 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 21744 members 
Mstep: Class 9 contains 23209 members 
Mstep: Class 10 contains 42578 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 54441 members 
Mstep: Class 15 contains 131965 members 
Mstep: Class 16 contains 195378 members 
Mstep: Class 17 contains 13037 members 
Mstep: Class 18 contains 64295 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 7171 members 
Mstep: Class 21 contains 248897 members 
Mstep: Class 22 contains 99822 members 
Mstep: Class 23 contains 18542 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7440 members 
Mstep: Class 27 contains 10355 members 
Mstep: Class 28 contains 131389 members 
Mstep: Class 29 contains 14846 members 
Mstep: Class 30 contains 9077 members 
Mstep: Class 31 contains 10986 members 
Mstep: Class 32 contains 173993 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19797 members 
Mstep: Class 35 contains 31128 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1073 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41952 members 
Mstep: Class 40 contains 56054 members 
Mstep: Class 41 contains 14957 members 
Mstep: Class 42 contains 1404 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975120.000000 Penalty: 154790.421875
Iteration 215Q: 44 clusters Score -2.259751e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 12340 members 
Mstep: Class 3 contains 5713 members 
Mstep: Class 4 contains 180238 members 
Mstep: Class 5 contains 185293 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 23203 members 
Mstep: Class 10 contains 43011 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 14303 members 
Mstep: Class 14 contains 54574 members 
Mstep: Class 15 contains 131992 members 
Mstep: Class 16 contains 195304 members 
Mstep: Class 17 contains 12962 members 
Mstep: Class 18 contains 63966 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 249101 members 
Mstep: Class 22 contains 99454 members 
Mstep: Class 23 contains 18551 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10337 members 
Mstep: Class 28 contains 131263 members 
Mstep: Class 29 contains 14846 members 
Mstep: Class 30 contains 9079 members 
Mstep: Class 31 contains 11094 members 
Mstep: Class 32 contains 174255 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19814 members 
Mstep: Class 35 contains 30991 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1074 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41931 members 
Mstep: Class 40 contains 56186 members 
Mstep: Class 41 contains 15075 members 
Mstep: Class 42 contains 1406 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975232.000000 Penalty: 154790.421875
Iteration 216Q: 44 clusters Score -2.259752e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 12258 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 180112 members 
Mstep: Class 5 contains 185253 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5416 members 
Mstep: Class 8 contains 21694 members 
Mstep: Class 9 contains 23206 members 
Mstep: Class 10 contains 43394 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 14272 members 
Mstep: Class 14 contains 54725 members 
Mstep: Class 15 contains 132013 members 
Mstep: Class 16 contains 195244 members 
Mstep: Class 17 contains 12893 members 
Mstep: Class 18 contains 63677 members 
Mstep: Class 19 contains 13106 members 
Mstep: Class 20 contains 7166 members 
Mstep: Class 21 contains 249345 members 
Mstep: Class 22 contains 99074 members 
Mstep: Class 23 contains 18558 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10320 members 
Mstep: Class 28 contains 131133 members 
Mstep: Class 29 contains 14849 members 
Mstep: Class 30 contains 9080 members 
Mstep: Class 31 contains 11217 members 
Mstep: Class 32 contains 174469 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19828 members 
Mstep: Class 35 contains 30883 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1075 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41906 members 
Mstep: Class 40 contains 56303 members 
Mstep: Class 41 contains 15170 members 
Mstep: Class 42 contains 1408 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975520.000000 Penalty: 154790.421875
Iteration 217Q: 44 clusters Score -2.259755e+08 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 12158 members 
Mstep: Class 3 contains 5752 members 
Mstep: Class 4 contains 179991 members 
Mstep: Class 5 contains 185205 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 21673 members 
Mstep: Class 9 contains 23205 members 
Mstep: Class 10 contains 43788 members 
Mstep: Class 11 contains 40643 members 
Mstep: Class 12 contains 11724 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 54852 members 
Mstep: Class 15 contains 132070 members 
Mstep: Class 16 contains 195192 members 
Mstep: Class 17 contains 12842 members 
Mstep: Class 18 contains 63397 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 7160 members 
Mstep: Class 21 contains 249588 members 
Mstep: Class 22 contains 98698 members 
Mstep: Class 23 contains 18566 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36102 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 10319 members 
Mstep: Class 28 contains 130991 members 
Mstep: Class 29 contains 14848 members 
Mstep: Class 30 contains 9082 members 
Mstep: Class 31 contains 11329 members 
Mstep: Class 32 contains 174678 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19837 members 
Mstep: Class 35 contains 30760 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1075 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41890 members 
Mstep: Class 40 contains 56411 members 
Mstep: Class 41 contains 15253 members 
Mstep: Class 42 contains 1404 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976160.000000 Penalty: 154790.421875
Iteration 218Q: 44 clusters Score -2.259762e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 5777 members 
Mstep: Class 4 contains 179889 members 
Mstep: Class 5 contains 185162 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5426 members 
Mstep: Class 8 contains 21649 members 
Mstep: Class 9 contains 23206 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 11714 members 
Mstep: Class 13 contains 14222 members 
Mstep: Class 14 contains 54991 members 
Mstep: Class 15 contains 132123 members 
Mstep: Class 16 contains 195159 members 
Mstep: Class 17 contains 12795 members 
Mstep: Class 18 contains 63197 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 21 contains 249827 members 
Mstep: Class 22 contains 98361 members 
Mstep: Class 23 contains 18575 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36100 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 10314 members 
Mstep: Class 28 contains 130852 members 
Mstep: Class 29 contains 14848 members 
Mstep: Class 30 contains 9086 members 
Mstep: Class 31 contains 11419 members 
Mstep: Class 32 contains 174830 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19846 members 
Mstep: Class 35 contains 30612 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1074 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41866 members 
Mstep: Class 40 contains 56501 members 
Mstep: Class 41 contains 15320 members 
Mstep: Class 42 contains 1406 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976384.000000 Penalty: 154790.421875
Iteration 219Q: 44 clusters Score -2.259764e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 11964 members 
Mstep: Class 3 contains 5795 members 
Mstep: Class 4 contains 179776 members 
Mstep: Class 5 contains 185147 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5436 members 
Mstep: Class 8 contains 21646 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 44484 members 
Mstep: Class 11 contains 40643 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 14197 members 
Mstep: Class 14 contains 55117 members 
Mstep: Class 15 contains 132159 members 
Mstep: Class 16 contains 195093 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 63014 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 7158 members 
Mstep: Class 21 contains 250015 members 
Mstep: Class 22 contains 98050 members 
Mstep: Class 23 contains 18572 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36103 members 
Mstep: Class 26 contains 7441 members 
Mstep: Class 27 contains 10325 members 
Mstep: Class 28 contains 130730 members 
Mstep: Class 29 contains 14845 members 
Mstep: Class 30 contains 9095 members 
Mstep: Class 31 contains 11515 members 
Mstep: Class 32 contains 174979 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19857 members 
Mstep: Class 35 contains 30472 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1075 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41859 members 
Mstep: Class 40 contains 56565 members 
Mstep: Class 41 contains 15381 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976976.000000 Penalty: 154790.421875
Iteration 220F: 44 clusters Score -2.25977e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 5816 members 
Mstep: Class 4 contains 179675 members 
Mstep: Class 5 contains 185141 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5437 members 
Mstep: Class 8 contains 21646 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 44808 members 
Mstep: Class 11 contains 40641 members 
Mstep: Class 12 contains 11709 members 
Mstep: Class 13 contains 14178 members 
Mstep: Class 14 contains 55223 members 
Mstep: Class 15 contains 132196 members 
Mstep: Class 16 contains 195020 members 
Mstep: Class 17 contains 12711 members 
Mstep: Class 18 contains 62800 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 7156 members 
Mstep: Class 21 contains 250255 members 
Mstep: Class 22 contains 97726 members 
Mstep: Class 23 contains 18575 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36103 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 10327 members 
Mstep: Class 28 contains 130621 members 
Mstep: Class 29 contains 14841 members 
Mstep: Class 30 contains 9097 members 
Mstep: Class 31 contains 11603 members 
Mstep: Class 32 contains 175140 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19864 members 
Mstep: Class 35 contains 30329 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1075 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41852 members 
Mstep: Class 40 contains 56633 members 
Mstep: Class 41 contains 15451 members 
Mstep: Class 42 contains 1409 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976576.000000 Penalty: 154790.421875
Iteration 221Q: 44 clusters Score -2.259766e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 11812 members 
Mstep: Class 3 contains 5830 members 
Mstep: Class 4 contains 179602 members 
Mstep: Class 5 contains 185158 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5436 members 
Mstep: Class 8 contains 21646 members 
Mstep: Class 9 contains 23220 members 
Mstep: Class 10 contains 45135 members 
Mstep: Class 11 contains 40640 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 14152 members 
Mstep: Class 14 contains 55314 members 
Mstep: Class 15 contains 132222 members 
Mstep: Class 16 contains 194951 members 
Mstep: Class 17 contains 12677 members 
Mstep: Class 18 contains 62577 members 
Mstep: Class 19 contains 13098 members 
Mstep: Class 20 contains 7148 members 
Mstep: Class 21 contains 250464 members 
Mstep: Class 22 contains 97422 members 
Mstep: Class 23 contains 18569 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 10330 members 
Mstep: Class 28 contains 130528 members 
Mstep: Class 29 contains 14830 members 
Mstep: Class 30 contains 9101 members 
Mstep: Class 31 contains 11674 members 
Mstep: Class 32 contains 175290 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19867 members 
Mstep: Class 35 contains 30212 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1075 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41842 members 
Mstep: Class 40 contains 56688 members 
Mstep: Class 41 contains 15500 members 
Mstep: Class 42 contains 1412 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976720.000000 Penalty: 154790.421875
Iteration 222Q: 44 clusters Score -2.259767e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59524 members 
Mstep: Class 2 contains 11732 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 179538 members 
Mstep: Class 5 contains 185166 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5436 members 
Mstep: Class 8 contains 21647 members 
Mstep: Class 9 contains 23219 members 
Mstep: Class 10 contains 45428 members 
Mstep: Class 11 contains 40644 members 
Mstep: Class 12 contains 11717 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 14 contains 55377 members 
Mstep: Class 15 contains 132269 members 
Mstep: Class 16 contains 194896 members 
Mstep: Class 17 contains 12623 members 
Mstep: Class 18 contains 62377 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 250688 members 
Mstep: Class 22 contains 97171 members 
Mstep: Class 23 contains 18566 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36114 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 10330 members 
Mstep: Class 28 contains 130448 members 
Mstep: Class 29 contains 14824 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 11749 members 
Mstep: Class 32 contains 175408 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19874 members 
Mstep: Class 35 contains 30098 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1075 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41830 members 
Mstep: Class 40 contains 56735 members 
Mstep: Class 41 contains 15537 members 
Mstep: Class 42 contains 1414 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977008.000000 Penalty: 154790.421875
Iteration 223Q: 44 clusters Score -2.25977e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 11657 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 179494 members 
Mstep: Class 5 contains 185184 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5435 members 
Mstep: Class 8 contains 21647 members 
Mstep: Class 9 contains 23220 members 
Mstep: Class 10 contains 45709 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 14109 members 
Mstep: Class 14 contains 55433 members 
Mstep: Class 15 contains 132306 members 
Mstep: Class 16 contains 194835 members 
Mstep: Class 17 contains 12592 members 
Mstep: Class 18 contains 62167 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7141 members 
Mstep: Class 21 contains 250892 members 
Mstep: Class 22 contains 96901 members 
Mstep: Class 23 contains 18570 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 10324 members 
Mstep: Class 28 contains 130371 members 
Mstep: Class 29 contains 14821 members 
Mstep: Class 30 contains 9107 members 
Mstep: Class 31 contains 11817 members 
Mstep: Class 32 contains 175532 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19880 members 
Mstep: Class 35 contains 30010 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1076 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41834 members 
Mstep: Class 40 contains 56781 members 
Mstep: Class 41 contains 15561 members 
Mstep: Class 42 contains 1418 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977264.000000 Penalty: 154790.421875
Iteration 224Q: 44 clusters Score -2.259773e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 11597 members 
Mstep: Class 3 contains 5853 members 
Mstep: Class 4 contains 179494 members 
Mstep: Class 5 contains 185201 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5441 members 
Mstep: Class 8 contains 21653 members 
Mstep: Class 9 contains 23220 members 
Mstep: Class 10 contains 46001 members 
Mstep: Class 11 contains 40648 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 14092 members 
Mstep: Class 14 contains 55471 members 
Mstep: Class 15 contains 132341 members 
Mstep: Class 16 contains 194786 members 
Mstep: Class 17 contains 12559 members 
Mstep: Class 18 contains 61946 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 7136 members 
Mstep: Class 21 contains 251088 members 
Mstep: Class 22 contains 96605 members 
Mstep: Class 23 contains 18567 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 10321 members 
Mstep: Class 28 contains 130296 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9110 members 
Mstep: Class 31 contains 11895 members 
Mstep: Class 32 contains 175647 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19883 members 
Mstep: Class 35 contains 29915 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1076 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41827 members 
Mstep: Class 40 contains 56815 members 
Mstep: Class 41 contains 15592 members 
Mstep: Class 42 contains 1418 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977616.000000 Penalty: 154790.421875
Iteration 225Q: 44 clusters Score -2.259776e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 11559 members 
Mstep: Class 3 contains 5854 members 
Mstep: Class 4 contains 179476 members 
Mstep: Class 5 contains 185229 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5444 members 
Mstep: Class 8 contains 21644 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 46268 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 14077 members 
Mstep: Class 14 contains 55514 members 
Mstep: Class 15 contains 132381 members 
Mstep: Class 16 contains 194743 members 
Mstep: Class 17 contains 12530 members 
Mstep: Class 18 contains 61747 members 
Mstep: Class 19 contains 13106 members 
Mstep: Class 20 contains 7130 members 
Mstep: Class 21 contains 251267 members 
Mstep: Class 22 contains 96306 members 
Mstep: Class 23 contains 18564 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 10318 members 
Mstep: Class 28 contains 130218 members 
Mstep: Class 29 contains 14823 members 
Mstep: Class 30 contains 9116 members 
Mstep: Class 31 contains 11983 members 
Mstep: Class 32 contains 175771 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19878 members 
Mstep: Class 35 contains 29802 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1076 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41824 members 
Mstep: Class 40 contains 56846 members 
Mstep: Class 41 contains 15612 members 
Mstep: Class 42 contains 1418 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977472.000000 Penalty: 154790.421875
Iteration 226Q: 44 clusters Score -2.259775e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 11535 members 
Mstep: Class 3 contains 5857 members 
Mstep: Class 4 contains 179459 members 
Mstep: Class 5 contains 185264 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 21647 members 
Mstep: Class 9 contains 23214 members 
Mstep: Class 10 contains 46489 members 
Mstep: Class 11 contains 40654 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 14063 members 
Mstep: Class 14 contains 55561 members 
Mstep: Class 15 contains 132402 members 
Mstep: Class 16 contains 194699 members 
Mstep: Class 17 contains 12488 members 
Mstep: Class 18 contains 61554 members 
Mstep: Class 19 contains 13106 members 
Mstep: Class 20 contains 7127 members 
Mstep: Class 21 contains 251451 members 
Mstep: Class 22 contains 96034 members 
Mstep: Class 23 contains 18568 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7443 members 
Mstep: Class 27 contains 10316 members 
Mstep: Class 28 contains 130125 members 
Mstep: Class 29 contains 14825 members 
Mstep: Class 30 contains 9116 members 
Mstep: Class 31 contains 12055 members 
Mstep: Class 32 contains 175922 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19889 members 
Mstep: Class 35 contains 29700 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1076 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41807 members 
Mstep: Class 40 contains 56872 members 
Mstep: Class 41 contains 15640 members 
Mstep: Class 42 contains 1420 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977552.000000 Penalty: 154790.421875
Iteration 227Q: 44 clusters Score -2.259776e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 11517 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 179432 members 
Mstep: Class 5 contains 185292 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 21655 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 46671 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 14052 members 
Mstep: Class 14 contains 55619 members 
Mstep: Class 15 contains 132422 members 
Mstep: Class 16 contains 194653 members 
Mstep: Class 17 contains 12459 members 
Mstep: Class 18 contains 61366 members 
Mstep: Class 19 contains 13106 members 
Mstep: Class 20 contains 7125 members 
Mstep: Class 21 contains 251645 members 
Mstep: Class 22 contains 95768 members 
Mstep: Class 23 contains 18565 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36126 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 10317 members 
Mstep: Class 28 contains 130056 members 
Mstep: Class 29 contains 14823 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12149 members 
Mstep: Class 32 contains 176056 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19898 members 
Mstep: Class 35 contains 29574 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1076 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41798 members 
Mstep: Class 40 contains 56900 members 
Mstep: Class 41 contains 15668 members 
Mstep: Class 42 contains 1422 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 228Q: 44 clusters Score -2.259777e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 11510 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 179397 members 
Mstep: Class 5 contains 185300 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5450 members 
Mstep: Class 8 contains 21661 members 
Mstep: Class 9 contains 23214 members 
Mstep: Class 10 contains 46851 members 
Mstep: Class 11 contains 40654 members 
Mstep: Class 12 contains 11725 members 
Mstep: Class 13 contains 14043 members 
Mstep: Class 14 contains 55673 members 
Mstep: Class 15 contains 132441 members 
Mstep: Class 16 contains 194604 members 
Mstep: Class 17 contains 12419 members 
Mstep: Class 18 contains 61193 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 7121 members 
Mstep: Class 21 contains 251859 members 
Mstep: Class 22 contains 95497 members 
Mstep: Class 23 contains 18565 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36125 members 
Mstep: Class 26 contains 7446 members 
Mstep: Class 27 contains 10317 members 
Mstep: Class 28 contains 129995 members 
Mstep: Class 29 contains 14825 members 
Mstep: Class 30 contains 9111 members 
Mstep: Class 31 contains 12240 members 
Mstep: Class 32 contains 176158 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19903 members 
Mstep: Class 35 contains 29468 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1077 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41790 members 
Mstep: Class 40 contains 56938 members 
Mstep: Class 41 contains 15691 members 
Mstep: Class 42 contains 1423 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977280.000000 Penalty: 154790.421875
Iteration 229Q: 44 clusters Score -2.259773e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 11518 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 179362 members 
Mstep: Class 5 contains 185313 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 21668 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 47027 members 
Mstep: Class 11 contains 40652 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 14033 members 
Mstep: Class 14 contains 55714 members 
Mstep: Class 15 contains 132463 members 
Mstep: Class 16 contains 194544 members 
Mstep: Class 17 contains 12384 members 
Mstep: Class 18 contains 61028 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 7116 members 
Mstep: Class 21 contains 252084 members 
Mstep: Class 22 contains 95230 members 
Mstep: Class 23 contains 18565 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7446 members 
Mstep: Class 27 contains 10306 members 
Mstep: Class 28 contains 129973 members 
Mstep: Class 29 contains 14821 members 
Mstep: Class 30 contains 9112 members 
Mstep: Class 31 contains 12318 members 
Mstep: Class 32 contains 176249 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19913 members 
Mstep: Class 35 contains 29341 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1077 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41789 members 
Mstep: Class 40 contains 56977 members 
Mstep: Class 41 contains 15715 members 
Mstep: Class 42 contains 1424 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977264.000000 Penalty: 154790.421875
Iteration 230Q: 44 clusters Score -2.259773e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 11523 members 
Mstep: Class 3 contains 5867 members 
Mstep: Class 4 contains 179340 members 
Mstep: Class 5 contains 185333 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5464 members 
Mstep: Class 8 contains 21671 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 47166 members 
Mstep: Class 11 contains 40651 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 14025 members 
Mstep: Class 14 contains 55748 members 
Mstep: Class 15 contains 132481 members 
Mstep: Class 16 contains 194497 members 
Mstep: Class 17 contains 12356 members 
Mstep: Class 18 contains 60887 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 21 contains 252295 members 
Mstep: Class 22 contains 94970 members 
Mstep: Class 23 contains 18563 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36118 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 10301 members 
Mstep: Class 28 contains 129935 members 
Mstep: Class 29 contains 14822 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12382 members 
Mstep: Class 32 contains 176354 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19923 members 
Mstep: Class 35 contains 29236 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1077 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41786 members 
Mstep: Class 40 contains 57006 members 
Mstep: Class 41 contains 15739 members 
Mstep: Class 42 contains 1425 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977424.000000 Penalty: 154790.421875
Iteration 231Q: 44 clusters Score -2.259774e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 179340 members 
Mstep: Class 5 contains 185365 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5467 members 
Mstep: Class 8 contains 21673 members 
Mstep: Class 9 contains 23208 members 
Mstep: Class 10 contains 47270 members 
Mstep: Class 11 contains 40649 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 14013 members 
Mstep: Class 14 contains 55771 members 
Mstep: Class 15 contains 132507 members 
Mstep: Class 16 contains 194441 members 
Mstep: Class 17 contains 12323 members 
Mstep: Class 18 contains 60736 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7113 members 
Mstep: Class 21 contains 252494 members 
Mstep: Class 22 contains 94707 members 
Mstep: Class 23 contains 18562 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 10290 members 
Mstep: Class 28 contains 129899 members 
Mstep: Class 29 contains 14824 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12442 members 
Mstep: Class 32 contains 176482 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19940 members 
Mstep: Class 35 contains 29134 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1077 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41779 members 
Mstep: Class 40 contains 57034 members 
Mstep: Class 41 contains 15758 members 
Mstep: Class 42 contains 1428 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977568.000000 Penalty: 154790.421875
Iteration 232Q: 44 clusters Score -2.259776e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 11555 members 
Mstep: Class 3 contains 5868 members 
Mstep: Class 4 contains 179332 members 
Mstep: Class 5 contains 185403 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5467 members 
Mstep: Class 8 contains 21673 members 
Mstep: Class 9 contains 23202 members 
Mstep: Class 10 contains 47370 members 
Mstep: Class 11 contains 40652 members 
Mstep: Class 12 contains 11734 members 
Mstep: Class 13 contains 14002 members 
Mstep: Class 14 contains 55795 members 
Mstep: Class 15 contains 132536 members 
Mstep: Class 16 contains 194393 members 
Mstep: Class 17 contains 12310 members 
Mstep: Class 18 contains 60584 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 21 contains 252694 members 
Mstep: Class 22 contains 94461 members 
Mstep: Class 23 contains 18566 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36119 members 
Mstep: Class 26 contains 7445 members 
Mstep: Class 27 contains 10285 members 
Mstep: Class 28 contains 129862 members 
Mstep: Class 29 contains 14822 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12491 members 
Mstep: Class 32 contains 176591 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19951 members 
Mstep: Class 35 contains 29035 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1078 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41774 members 
Mstep: Class 40 contains 57055 members 
Mstep: Class 41 contains 15779 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977456.000000 Penalty: 154790.421875
Iteration 233Q: 44 clusters Score -2.259775e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 11579 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 179334 members 
Mstep: Class 5 contains 185437 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5468 members 
Mstep: Class 8 contains 21671 members 
Mstep: Class 9 contains 23202 members 
Mstep: Class 10 contains 47455 members 
Mstep: Class 11 contains 40653 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 13996 members 
Mstep: Class 14 contains 55813 members 
Mstep: Class 15 contains 132561 members 
Mstep: Class 16 contains 194350 members 
Mstep: Class 17 contains 12299 members 
Mstep: Class 18 contains 60450 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 21 contains 252859 members 
Mstep: Class 22 contains 94254 members 
Mstep: Class 23 contains 18572 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7444 members 
Mstep: Class 27 contains 10282 members 
Mstep: Class 28 contains 129818 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 12530 members 
Mstep: Class 32 contains 176689 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19961 members 
Mstep: Class 35 contains 28956 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1079 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41765 members 
Mstep: Class 40 contains 57071 members 
Mstep: Class 41 contains 15793 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977408.000000 Penalty: 154790.421875
Iteration 234Q: 44 clusters Score -2.259774e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 5874 members 
Mstep: Class 4 contains 179339 members 
Mstep: Class 5 contains 185457 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5472 members 
Mstep: Class 8 contains 21671 members 
Mstep: Class 9 contains 23202 members 
Mstep: Class 10 contains 47532 members 
Mstep: Class 11 contains 40652 members 
Mstep: Class 12 contains 11731 members 
Mstep: Class 13 contains 13994 members 
Mstep: Class 14 contains 55825 members 
Mstep: Class 15 contains 132587 members 
Mstep: Class 16 contains 194314 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 60354 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7112 members 
Mstep: Class 21 contains 253024 members 
Mstep: Class 22 contains 94050 members 
Mstep: Class 23 contains 18579 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7446 members 
Mstep: Class 27 contains 10286 members 
Mstep: Class 28 contains 129784 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9117 members 
Mstep: Class 31 contains 12556 members 
Mstep: Class 32 contains 176752 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19962 members 
Mstep: Class 35 contains 28887 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1079 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41764 members 
Mstep: Class 40 contains 57091 members 
Mstep: Class 41 contains 15803 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977616.000000 Penalty: 154790.421875
Iteration 235Q: 44 clusters Score -2.259776e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 5876 members 
Mstep: Class 4 contains 179336 members 
Mstep: Class 5 contains 185480 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5473 members 
Mstep: Class 8 contains 21671 members 
Mstep: Class 9 contains 23202 members 
Mstep: Class 10 contains 47613 members 
Mstep: Class 11 contains 40645 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 13990 members 
Mstep: Class 14 contains 55853 members 
Mstep: Class 15 contains 132629 members 
Mstep: Class 16 contains 194263 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 60253 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 7112 members 
Mstep: Class 21 contains 253160 members 
Mstep: Class 22 contains 93884 members 
Mstep: Class 23 contains 18581 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7448 members 
Mstep: Class 27 contains 10280 members 
Mstep: Class 28 contains 129739 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9117 members 
Mstep: Class 31 contains 12586 members 
Mstep: Class 32 contains 176805 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19967 members 
Mstep: Class 35 contains 28830 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1079 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41765 members 
Mstep: Class 40 contains 57112 members 
Mstep: Class 41 contains 15821 members 
Mstep: Class 42 contains 1430 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977552.000000 Penalty: 154790.421875
Iteration 236Q: 44 clusters Score -2.259776e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 11624 members 
Mstep: Class 3 contains 5881 members 
Mstep: Class 4 contains 179332 members 
Mstep: Class 5 contains 185496 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5473 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 23201 members 
Mstep: Class 10 contains 47669 members 
Mstep: Class 11 contains 40640 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 13985 members 
Mstep: Class 14 contains 55880 members 
Mstep: Class 15 contains 132654 members 
Mstep: Class 16 contains 194219 members 
Mstep: Class 17 contains 12259 members 
Mstep: Class 18 contains 60153 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 253288 members 
Mstep: Class 22 contains 93727 members 
Mstep: Class 23 contains 18587 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36107 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 10279 members 
Mstep: Class 28 contains 129699 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12611 members 
Mstep: Class 32 contains 176877 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19969 members 
Mstep: Class 35 contains 28782 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1079 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41759 members 
Mstep: Class 40 contains 57130 members 
Mstep: Class 41 contains 15837 members 
Mstep: Class 42 contains 1429 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977280.000000 Penalty: 154790.421875
Iteration 237Q: 44 clusters Score -2.259773e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 11641 members 
Mstep: Class 3 contains 5883 members 
Mstep: Class 4 contains 179318 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5477 members 
Mstep: Class 8 contains 21676 members 
Mstep: Class 9 contains 23204 members 
Mstep: Class 10 contains 47730 members 
Mstep: Class 11 contains 40633 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 13979 members 
Mstep: Class 14 contains 55900 members 
Mstep: Class 15 contains 132681 members 
Mstep: Class 16 contains 194190 members 
Mstep: Class 17 contains 12249 members 
Mstep: Class 18 contains 60058 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 253424 members 
Mstep: Class 22 contains 93546 members 
Mstep: Class 23 contains 18588 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10282 members 
Mstep: Class 28 contains 129663 members 
Mstep: Class 29 contains 14817 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12634 members 
Mstep: Class 32 contains 176926 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19977 members 
Mstep: Class 35 contains 28730 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1079 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41765 members 
Mstep: Class 40 contains 57149 members 
Mstep: Class 41 contains 15855 members 
Mstep: Class 42 contains 1429 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977440.000000 Penalty: 154790.421875
Iteration 238Q: 44 clusters Score -2.259774e+08 nChanged 888
Entering ConstructFrom: 
Score: -225977440.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (59570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Entering Unmasked Estep 
Score: -6916642.000000 Penalty: 2726.737061
	Iteration 0F: 2 clusters Score -6916642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -6876830.500000 Penalty: 5453.474121
	Iteration 0F: 3 clusters Score -6876830 nChanged 27658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -6892287.500000 Penalty: 5453.474121
	Iteration 1F: 3 clusters Score -6892288 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6893422.000000 Penalty: 5453.474121
	Iteration 2Q: 3 clusters Score -6893422 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6895156.000000 Penalty: 5453.474121
	Iteration 3F: 3 clusters Score -6895156 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -6897748.500000 Penalty: 5453.474121
	Iteration 4F: 3 clusters Score -6897748 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -6900993.000000 Penalty: 5453.474121
	Iteration 5F: 3 clusters Score -6900993 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -6904124.000000 Penalty: 5453.474121
	Iteration 6F: 3 clusters Score -6904124 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -6906859.500000 Penalty: 5453.474121
	Iteration 7F: 3 clusters Score -6906860 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -6909042.000000 Penalty: 5453.474121
	Iteration 8F: 3 clusters Score -6909042 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -6910767.500000 Penalty: 5453.474121
	Iteration 9Q: 3 clusters Score -6910768 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -6912015.500000 Penalty: 5453.474121
	Iteration 10Q: 3 clusters Score -6912016 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6912881.000000 Penalty: 5453.474121
	Iteration 11Q: 3 clusters Score -6912881 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6913485.500000 Penalty: 5453.474121
	Iteration 12Q: 3 clusters Score -6913486 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57688 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6913802.000000 Penalty: 5453.474121
	Iteration 13Q: 3 clusters Score -6913802 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -6914017.500000 Penalty: 5453.474121
	Iteration 14Q: 3 clusters Score -6914018 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6914140.000000 Penalty: 5453.474121
	Iteration 15Q: 3 clusters Score -6914140 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6914242.500000 Penalty: 5453.474121
	Iteration 16Q: 3 clusters Score -6914242 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6914313.500000 Penalty: 5453.474121
	Iteration 17Q: 3 clusters Score -6914314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6914359.000000 Penalty: 5453.474121
	Iteration 18Q: 3 clusters Score -6914359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6914392.000000 Penalty: 5453.474121
	Iteration 19Q: 3 clusters Score -6914392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6914393.000000 Penalty: 5453.474121
	Iteration 20F: 3 clusters Score -6914393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6914426.500000 Penalty: 5453.474121
	Iteration 21Q: 3 clusters Score -6914426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6914444.500000 Penalty: 5453.474121
	Iteration 22Q: 3 clusters Score -6914444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6914447.500000 Penalty: 5453.474121
	Iteration 23Q: 3 clusters Score -6914448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6914470.500000 Penalty: 5453.474121
	Iteration 24Q: 3 clusters Score -6914470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6914461.500000 Penalty: 5453.474121
	Iteration 25Q: 3 clusters Score -6914462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6914480.500000 Penalty: 5453.474121
	Iteration 26Q: 3 clusters Score -6914480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6914489.000000 Penalty: 5453.474121
	Iteration 27Q: 3 clusters Score -6914489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6914493.500000 Penalty: 5453.474121
	Iteration 28Q: 3 clusters Score -6914494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6914491.000000 Penalty: 5453.474121
	Iteration 29Q: 3 clusters Score -6914491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6914491.000000 Penalty: 5453.474121
	Iteration 30Q: 3 clusters Score -6914491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6914498.500000 Penalty: 5453.474121
	Iteration 31Q: 3 clusters Score -6914498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6914505.500000 Penalty: 5453.474121
	Iteration 32Q: 3 clusters Score -6914506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6914510.000000 Penalty: 5453.474121
	Iteration 33Q: 3 clusters Score -6914510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6914502.000000 Penalty: 5453.474121
	Iteration 34Q: 3 clusters Score -6914502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6914502.500000 Penalty: 5453.474121
	Iteration 35Q: 3 clusters Score -6914502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6914506.500000 Penalty: 5453.474121
	Iteration 36Q: 3 clusters Score -6914506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6914510.000000 Penalty: 5453.474121
	Iteration 37Q: 3 clusters Score -6914510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6914510.000000 Penalty: 5453.474121
	Iteration 38Q: 3 clusters Score -6914510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6914514.500000 Penalty: 5453.474121
	Iteration 39Q: 3 clusters Score -6914514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6914514.000000 Penalty: 5453.474121
	Iteration 40F: 3 clusters Score -6914514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6914514.500000 Penalty: 5453.474121
	Iteration 41Q: 3 clusters Score -6914514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6914514.500000 Penalty: 5453.474121
	Iteration 42F: 3 clusters Score -6914514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Entering Unmasked Estep 
Score: -1340850.500000 Penalty: 2322.124512
	Iteration 0F: 2 clusters Score -1340850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1332188.750000 Penalty: 4644.249023
	Iteration 0F: 3 clusters Score -1332189 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1334904.125000 Penalty: 4644.249023
	Iteration 1F: 3 clusters Score -1334904 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1335310.750000 Penalty: 4644.249023
	Iteration 2F: 3 clusters Score -1335311 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1335731.750000 Penalty: 4644.249023
	Iteration 3F: 3 clusters Score -1335732 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1336183.000000 Penalty: 4644.249023
	Iteration 4F: 3 clusters Score -1336183 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1336681.625000 Penalty: 4644.249023
	Iteration 5F: 3 clusters Score -1336682 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1337205.250000 Penalty: 4644.249023
	Iteration 6F: 3 clusters Score -1337205 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1337701.000000 Penalty: 4644.249023
	Iteration 7F: 3 clusters Score -1337701 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1338133.500000 Penalty: 4644.249023
	Iteration 8F: 3 clusters Score -1338134 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1338504.250000 Penalty: 4644.249023
	Iteration 9Q: 3 clusters Score -1338504 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1338786.375000 Penalty: 4644.249023
	Iteration 10Q: 3 clusters Score -1338786 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1339053.625000 Penalty: 4644.249023
	Iteration 11Q: 3 clusters Score -1339054 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1339265.875000 Penalty: 4644.249023
	Iteration 12Q: 3 clusters Score -1339266 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1339477.875000 Penalty: 4644.249023
	Iteration 13Q: 3 clusters Score -1339478 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1339653.625000 Penalty: 4644.249023
	Iteration 14Q: 3 clusters Score -1339654 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1339805.000000 Penalty: 4644.249023
	Iteration 15Q: 3 clusters Score -1339805 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1339935.125000 Penalty: 4644.249023
	Iteration 16Q: 3 clusters Score -1339935 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1340046.250000 Penalty: 4644.249023
	Iteration 17Q: 3 clusters Score -1340046 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1340142.500000 Penalty: 4644.249023
	Iteration 18Q: 3 clusters Score -1340142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1340225.500000 Penalty: 4644.249023
	Iteration 19Q: 3 clusters Score -1340226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1340278.875000 Penalty: 4644.249023
	Iteration 20F: 3 clusters Score -1340279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1340296.500000 Penalty: 4644.249023
	Iteration 21Q: 3 clusters Score -1340296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1340309.000000 Penalty: 4644.249023
	Iteration 22Q: 3 clusters Score -1340309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1340320.250000 Penalty: 4644.249023
	Iteration 23Q: 3 clusters Score -1340320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1340329.250000 Penalty: 4644.249023
	Iteration 24Q: 3 clusters Score -1340329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1340331.000000 Penalty: 4644.249023
	Iteration 25Q: 3 clusters Score -1340331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1340332.500000 Penalty: 4644.249023
	Iteration 26Q: 3 clusters Score -1340332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1340333.375000 Penalty: 4644.249023
	Iteration 27Q: 3 clusters Score -1340333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1340335.000000 Penalty: 4644.249023
	Iteration 28Q: 3 clusters Score -1340335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1340335.000000 Penalty: 4644.249023
	Iteration 29Q: 3 clusters Score -1340335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1340335.500000 Penalty: 4644.249023
	Iteration 30Q: 3 clusters Score -1340336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1340335.500000 Penalty: 4644.249023
	Iteration 31Q: 3 clusters Score -1340336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1340338.250000 Penalty: 4644.249023
	Iteration 32Q: 3 clusters Score -1340338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1340338.875000 Penalty: 4644.249023
	Iteration 33Q: 3 clusters Score -1340339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1340339.125000 Penalty: 4644.249023
	Iteration 34Q: 3 clusters Score -1340339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1340339.125000 Penalty: 4644.249023
	Iteration 35F: 3 clusters Score -1340339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Entering Unmasked Estep 
Score: -659044.125000 Penalty: 2152.722412
	Iteration 0F: 2 clusters Score -659044.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -654003.750000 Penalty: 4305.444824
	Iteration 0F: 3 clusters Score -654003.8 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -655339.312500 Penalty: 4305.444824
	Iteration 1F: 3 clusters Score -655339.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -655602.312500 Penalty: 4305.444824
	Iteration 2F: 3 clusters Score -655602.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -655797.812500 Penalty: 4305.444824
	Iteration 3F: 3 clusters Score -655797.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -655988.500000 Penalty: 4305.444824
	Iteration 4Q: 3 clusters Score -655988.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -656189.937500 Penalty: 4305.444824
	Iteration 5Q: 3 clusters Score -656189.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -656369.437500 Penalty: 4305.444824
	Iteration 6Q: 3 clusters Score -656369.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -656509.375000 Penalty: 4305.444824
	Iteration 7Q: 3 clusters Score -656509.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -656602.250000 Penalty: 4305.444824
	Iteration 8Q: 3 clusters Score -656602.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -656657.187500 Penalty: 4305.444824
	Iteration 9Q: 3 clusters Score -656657.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -656700.312500 Penalty: 4305.444824
	Iteration 10Q: 3 clusters Score -656700.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -656736.562500 Penalty: 4305.444824
	Iteration 11Q: 3 clusters Score -656736.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -656771.937500 Penalty: 4305.444824
	Iteration 12Q: 3 clusters Score -656771.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -656804.000000 Penalty: 4305.444824
	Iteration 13Q: 3 clusters Score -656804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -656828.437500 Penalty: 4305.444824
	Iteration 14Q: 3 clusters Score -656828.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -656846.437500 Penalty: 4305.444824
	Iteration 15Q: 3 clusters Score -656846.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -656859.875000 Penalty: 4305.444824
	Iteration 16Q: 3 clusters Score -656859.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -656873.250000 Penalty: 4305.444824
	Iteration 17Q: 3 clusters Score -656873.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -656887.750000 Penalty: 4305.444824
	Iteration 18Q: 3 clusters Score -656887.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -656903.312500 Penalty: 4305.444824
	Iteration 19Q: 3 clusters Score -656903.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -656913.375000 Penalty: 4305.444824
	Iteration 20F: 3 clusters Score -656913.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -656922.750000 Penalty: 4305.444824
	Iteration 21Q: 3 clusters Score -656922.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -656929.375000 Penalty: 4305.444824
	Iteration 22Q: 3 clusters Score -656929.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -656936.937500 Penalty: 4305.444824
	Iteration 23Q: 3 clusters Score -656936.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -656942.062500 Penalty: 4305.444824
	Iteration 24Q: 3 clusters Score -656942.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -656947.312500 Penalty: 4305.444824
	Iteration 25Q: 3 clusters Score -656947.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -656955.937500 Penalty: 4305.444824
	Iteration 26Q: 3 clusters Score -656955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -656960.250000 Penalty: 4305.444824
	Iteration 27Q: 3 clusters Score -656960.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -656963.937500 Penalty: 4305.444824
	Iteration 28Q: 3 clusters Score -656963.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -656969.187500 Penalty: 4305.444824
	Iteration 29Q: 3 clusters Score -656969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -656974.750000 Penalty: 4305.444824
	Iteration 30Q: 3 clusters Score -656974.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -656980.875000 Penalty: 4305.444824
	Iteration 31Q: 3 clusters Score -656980.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -656992.187500 Penalty: 4305.444824
	Iteration 32Q: 3 clusters Score -656992.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -657002.312500 Penalty: 4305.444824
	Iteration 33Q: 3 clusters Score -657002.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -657009.562500 Penalty: 4305.444824
	Iteration 34Q: 3 clusters Score -657009.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -657019.625000 Penalty: 4305.444824
	Iteration 35Q: 3 clusters Score -657019.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -657029.812500 Penalty: 4305.444824
	Iteration 36Q: 3 clusters Score -657029.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -657045.250000 Penalty: 4305.444824
	Iteration 37Q: 3 clusters Score -657045.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -657062.812500 Penalty: 4305.444824
	Iteration 38Q: 3 clusters Score -657062.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -657077.500000 Penalty: 4305.444824
	Iteration 39Q: 3 clusters Score -657077.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -657087.937500 Penalty: 4305.444824
	Iteration 40F: 3 clusters Score -657087.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -657095.750000 Penalty: 4305.444824
	Iteration 41Q: 3 clusters Score -657095.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -657105.437500 Penalty: 4305.444824
	Iteration 42Q: 3 clusters Score -657105.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -657119.062500 Penalty: 4305.444824
	Iteration 43Q: 3 clusters Score -657119.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -657132.000000 Penalty: 4305.444824
	Iteration 44Q: 3 clusters Score -657132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -657144.687500 Penalty: 4305.444824
	Iteration 45Q: 3 clusters Score -657144.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -657160.187500 Penalty: 4305.444824
	Iteration 46Q: 3 clusters Score -657160.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -657177.687500 Penalty: 4305.444824
	Iteration 47Q: 3 clusters Score -657177.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -657196.062500 Penalty: 4305.444824
	Iteration 48Q: 3 clusters Score -657196.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -657213.750000 Penalty: 4305.444824
	Iteration 49Q: 3 clusters Score -657213.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -657227.812500 Penalty: 4305.444824
	Iteration 50Q: 3 clusters Score -657227.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -657237.500000 Penalty: 4305.444824
	Iteration 51Q: 3 clusters Score -657237.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -657252.500000 Penalty: 4305.444824
	Iteration 52Q: 3 clusters Score -657252.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -657263.562500 Penalty: 4305.444824
	Iteration 53Q: 3 clusters Score -657263.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -657274.312500 Penalty: 4305.444824
	Iteration 54Q: 3 clusters Score -657274.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -657282.187500 Penalty: 4305.444824
	Iteration 55Q: 3 clusters Score -657282.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -657290.750000 Penalty: 4305.444824
	Iteration 56Q: 3 clusters Score -657290.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -657297.687500 Penalty: 4305.444824
	Iteration 57Q: 3 clusters Score -657297.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -657302.500000 Penalty: 4305.444824
	Iteration 58Q: 3 clusters Score -657302.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -657307.812500 Penalty: 4305.444824
	Iteration 59Q: 3 clusters Score -657307.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -657316.750000 Penalty: 4305.444824
	Iteration 60F: 3 clusters Score -657316.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -657323.187500 Penalty: 4305.444824
	Iteration 61Q: 3 clusters Score -657323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -657330.125000 Penalty: 4305.444824
	Iteration 62Q: 3 clusters Score -657330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -657337.250000 Penalty: 4305.444824
	Iteration 63Q: 3 clusters Score -657337.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -657344.562500 Penalty: 4305.444824
	Iteration 64Q: 3 clusters Score -657344.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -657349.812500 Penalty: 4305.444824
	Iteration 65Q: 3 clusters Score -657349.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -657356.937500 Penalty: 4305.444824
	Iteration 66Q: 3 clusters Score -657356.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -657363.187500 Penalty: 4305.444824
	Iteration 67Q: 3 clusters Score -657363.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -657366.187500 Penalty: 4305.444824
	Iteration 68Q: 3 clusters Score -657366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -657367.250000 Penalty: 4305.444824
	Iteration 69Q: 3 clusters Score -657367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -657370.000000 Penalty: 4305.444824
	Iteration 70Q: 3 clusters Score -657370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -657373.625000 Penalty: 4305.444824
	Iteration 71Q: 3 clusters Score -657373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -657374.937500 Penalty: 4305.444824
	Iteration 72Q: 3 clusters Score -657374.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -657378.187500 Penalty: 4305.444824
	Iteration 73Q: 3 clusters Score -657378.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -657385.125000 Penalty: 4305.444824
	Iteration 74Q: 3 clusters Score -657385.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -657387.875000 Penalty: 4305.444824
	Iteration 75Q: 3 clusters Score -657387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -657392.375000 Penalty: 4305.444824
	Iteration 76Q: 3 clusters Score -657392.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -657395.937500 Penalty: 4305.444824
	Iteration 77Q: 3 clusters Score -657395.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -657397.875000 Penalty: 4305.444824
	Iteration 78Q: 3 clusters Score -657397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -657401.187500 Penalty: 4305.444824
	Iteration 79Q: 3 clusters Score -657401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -657403.000000 Penalty: 4305.444824
	Iteration 80F: 3 clusters Score -657403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -657402.375000 Penalty: 4305.444824
	Iteration 81Q: 3 clusters Score -657402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -657403.437500 Penalty: 4305.444824
	Iteration 82Q: 3 clusters Score -657403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -657402.625000 Penalty: 4305.444824
	Iteration 83Q: 3 clusters Score -657402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -657404.062500 Penalty: 4305.444824
	Iteration 84Q: 3 clusters Score -657404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -657404.062500 Penalty: 4305.444824
	Iteration 85F: 3 clusters Score -657404.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179297 members 
Entering Unmasked Estep 
Score: -20757008.000000 Penalty: 3000.006104
	Iteration 0F: 2 clusters Score -2.075701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -20636948.000000 Penalty: 6000.012207
	Iteration 0F: 3 clusters Score -2.063695e+07 nChanged 86160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94539 members 
Mstep: Class 2 contains 84758 members 
Entering Unmasked Estep 
Score: -20688214.000000 Penalty: 6000.012207
	Iteration 1F: 3 clusters Score -2.068821e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -20689540.000000 Penalty: 6000.012207
	Iteration 2Q: 3 clusters Score -2.068954e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103063 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -20691998.000000 Penalty: 6000.012207
	Iteration 3Q: 3 clusters Score -2.0692e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111172 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -20696442.000000 Penalty: 6000.012207
	Iteration 4F: 3 clusters Score -2.069644e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122670 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -20704432.000000 Penalty: 6000.012207
	Iteration 5F: 3 clusters Score -2.070443e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136994 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -20715880.000000 Penalty: 6000.012207
	Iteration 6F: 3 clusters Score -2.071588e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -20730164.000000 Penalty: 6000.012207
	Iteration 7F: 3 clusters Score -2.073016e+07 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -20742026.000000 Penalty: 6000.012207
	Iteration 8F: 3 clusters Score -2.074203e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172724 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -20749192.000000 Penalty: 6000.012207
	Iteration 9Q: 3 clusters Score -2.074919e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176559 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20752390.000000 Penalty: 6000.012207
	Iteration 10Q: 3 clusters Score -2.075239e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -20753568.000000 Penalty: 6000.012207
	Iteration 11Q: 3 clusters Score -2.075357e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178572 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20753998.000000 Penalty: 6000.012207
	Iteration 12Q: 3 clusters Score -2.0754e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20754172.000000 Penalty: 6000.012207
	Iteration 13Q: 3 clusters Score -2.075417e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178841 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -20754302.000000 Penalty: 6000.012207
	Iteration 14Q: 3 clusters Score -2.07543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178878 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -20754358.000000 Penalty: 6000.012207
	Iteration 15Q: 3 clusters Score -2.075436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178890 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20754368.000000 Penalty: 6000.012207
	Iteration 16Q: 3 clusters Score -2.075437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178894 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20754388.000000 Penalty: 6000.012207
	Iteration 17Q: 3 clusters Score -2.075439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178897 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -20754406.000000 Penalty: 6000.012207
	Iteration 18Q: 3 clusters Score -2.075441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178900 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20754418.000000 Penalty: 6000.012207
	Iteration 19Q: 3 clusters Score -2.075442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178903 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -20754424.000000 Penalty: 6000.012207
	Iteration 20F: 3 clusters Score -2.075442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178909 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20754436.000000 Penalty: 6000.012207
	Iteration 21Q: 3 clusters Score -2.075444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178912 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20754450.000000 Penalty: 6000.012207
	Iteration 22Q: 3 clusters Score -2.075445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20754452.000000 Penalty: 6000.012207
	Iteration 23Q: 3 clusters Score -2.075445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178918 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -20754458.000000 Penalty: 6000.012207
	Iteration 24Q: 3 clusters Score -2.075446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178920 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -20754468.000000 Penalty: 6000.012207
	Iteration 25Q: 3 clusters Score -2.075447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178924 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20754478.000000 Penalty: 6000.012207
	Iteration 26Q: 3 clusters Score -2.075448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -20754468.000000 Penalty: 6000.012207
	Iteration 27Q: 3 clusters Score -2.075447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178926 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -20754472.000000 Penalty: 6000.012207
	Iteration 28Q: 3 clusters Score -2.075447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178929 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20754482.000000 Penalty: 6000.012207
	Iteration 29Q: 3 clusters Score -2.075448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178930 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20754484.000000 Penalty: 6000.012207
	Iteration 30Q: 3 clusters Score -2.075448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178930 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20754484.000000 Penalty: 6000.012207
	Iteration 31F: 3 clusters Score -2.075448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185526 members 
Entering Unmasked Estep 
Score: -21778898.000000 Penalty: 3008.475586
	Iteration 0F: 2 clusters Score -2.17789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -21660692.000000 Penalty: 6016.951172
	Iteration 0F: 3 clusters Score -2.166069e+07 nChanged 88941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -21713286.000000 Penalty: 6016.951172
	Iteration 1F: 3 clusters Score -2.171329e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 85623 members 
Entering Unmasked Estep 
Score: -21716098.000000 Penalty: 6016.951172
	Iteration 2Q: 3 clusters Score -2.17161e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104872 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -21720536.000000 Penalty: 6016.951172
	Iteration 3F: 3 clusters Score -2.172054e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112002 members 
Mstep: Class 2 contains 73524 members 
Entering Unmasked Estep 
Score: -21727364.000000 Penalty: 6016.951172
	Iteration 4F: 3 clusters Score -2.172736e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120614 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -21735474.000000 Penalty: 6016.951172
	Iteration 5F: 3 clusters Score -2.173547e+07 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129709 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -21743174.000000 Penalty: 6016.951172
	Iteration 6F: 3 clusters Score -2.174317e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138341 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -21749430.000000 Penalty: 6016.951172
	Iteration 7F: 3 clusters Score -2.174943e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146657 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -21754904.000000 Penalty: 6016.951172
	Iteration 8F: 3 clusters Score -2.17549e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -21760152.000000 Penalty: 6016.951172
	Iteration 9Q: 3 clusters Score -2.176015e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -21764774.000000 Penalty: 6016.951172
	Iteration 10Q: 3 clusters Score -2.176477e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -21768898.000000 Penalty: 6016.951172
	Iteration 11Q: 3 clusters Score -2.17689e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175252 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -21771954.000000 Penalty: 6016.951172
	Iteration 12Q: 3 clusters Score -2.177195e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -21773934.000000 Penalty: 6016.951172
	Iteration 13Q: 3 clusters Score -2.177393e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180809 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -21775212.000000 Penalty: 6016.951172
	Iteration 14Q: 3 clusters Score -2.177521e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181847 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -21776114.000000 Penalty: 6016.951172
	Iteration 15Q: 3 clusters Score -2.177611e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182348 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21776868.000000 Penalty: 6016.951172
	Iteration 16Q: 3 clusters Score -2.177687e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182517 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -21777370.000000 Penalty: 6016.951172
	Iteration 17Q: 3 clusters Score -2.177737e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182522 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -21777610.000000 Penalty: 6016.951172
	Iteration 18Q: 3 clusters Score -2.177761e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182490 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -21777720.000000 Penalty: 6016.951172
	Iteration 19Q: 3 clusters Score -2.177772e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182459 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21777784.000000 Penalty: 6016.951172
	Iteration 20F: 3 clusters Score -2.177778e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182441 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -21777878.000000 Penalty: 6016.951172
	Iteration 21Q: 3 clusters Score -2.177788e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182410 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21777912.000000 Penalty: 6016.951172
	Iteration 22Q: 3 clusters Score -2.177791e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182383 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21777978.000000 Penalty: 6016.951172
	Iteration 23Q: 3 clusters Score -2.177798e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182341 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -21777974.000000 Penalty: 6016.951172
	Iteration 24Q: 3 clusters Score -2.177797e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182305 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21777954.000000 Penalty: 6016.951172
	Iteration 25Q: 3 clusters Score -2.177795e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182277 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -21777982.000000 Penalty: 6016.951172
	Iteration 26Q: 3 clusters Score -2.177798e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -21778030.000000 Penalty: 6016.951172
	Iteration 27Q: 3 clusters Score -2.177803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182223 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21778036.000000 Penalty: 6016.951172
	Iteration 28Q: 3 clusters Score -2.177804e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182189 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -21778052.000000 Penalty: 6016.951172
	Iteration 29Q: 3 clusters Score -2.177805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182171 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -21778058.000000 Penalty: 6016.951172
	Iteration 30Q: 3 clusters Score -2.177806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182151 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -21778042.000000 Penalty: 6016.951172
	Iteration 31Q: 3 clusters Score -2.177804e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182120 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21778058.000000 Penalty: 6016.951172
	Iteration 32Q: 3 clusters Score -2.177806e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182088 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -21778090.000000 Penalty: 6016.951172
	Iteration 33Q: 3 clusters Score -2.177809e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182075 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -21778118.000000 Penalty: 6016.951172
	Iteration 34Q: 3 clusters Score -2.177812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182061 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -21778110.000000 Penalty: 6016.951172
	Iteration 35Q: 3 clusters Score -2.177811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182049 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -21778122.000000 Penalty: 6016.951172
	Iteration 36Q: 3 clusters Score -2.177812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21778108.000000 Penalty: 6016.951172
	Iteration 37Q: 3 clusters Score -2.177811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182030 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -21778118.000000 Penalty: 6016.951172
	Iteration 38Q: 3 clusters Score -2.177812e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182024 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -21778124.000000 Penalty: 6016.951172
	Iteration 39Q: 3 clusters Score -2.177812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182021 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21778106.000000 Penalty: 6016.951172
	Iteration 40F: 3 clusters Score -2.177811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182021 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21778110.000000 Penalty: 6016.951172
	Iteration 41Q: 3 clusters Score -2.177811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182012 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -21778112.000000 Penalty: 6016.951172
	Iteration 42Q: 3 clusters Score -2.177811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182003 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -21778110.000000 Penalty: 6016.951172
	Iteration 43Q: 3 clusters Score -2.177811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181993 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -21778116.000000 Penalty: 6016.951172
	Iteration 44Q: 3 clusters Score -2.177812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21778116.000000 Penalty: 6016.951172
	Iteration 45Q: 3 clusters Score -2.177812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181984 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -21778096.000000 Penalty: 6016.951172
	Iteration 46Q: 3 clusters Score -2.17781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181979 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -21778104.000000 Penalty: 6016.951172
	Iteration 47Q: 3 clusters Score -2.17781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181977 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -21778108.000000 Penalty: 6016.951172
	Iteration 48Q: 3 clusters Score -2.177811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21778110.000000 Penalty: 6016.951172
	Iteration 49Q: 3 clusters Score -2.177811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181977 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -21778108.000000 Penalty: 6016.951172
	Iteration 50Q: 3 clusters Score -2.177811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181978 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -21778106.000000 Penalty: 6016.951172
	Iteration 51Q: 3 clusters Score -2.177811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181978 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -21778098.000000 Penalty: 6016.951172
	Iteration 52Q: 3 clusters Score -2.17781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -21778112.000000 Penalty: 6016.951172
	Iteration 53Q: 3 clusters Score -2.177811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -21778106.000000 Penalty: 6016.951172
	Iteration 54Q: 3 clusters Score -2.177811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21778108.000000 Penalty: 6016.951172
	Iteration 55Q: 3 clusters Score -2.177811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181970 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21778126.000000 Penalty: 6016.951172
	Iteration 56Q: 3 clusters Score -2.177813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21778122.000000 Penalty: 6016.951172
	Iteration 57Q: 3 clusters Score -2.177812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21778122.000000 Penalty: 6016.951172
	Iteration 58F: 3 clusters Score -2.177812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -85101.687500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -85101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83336.468750 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -83336.47 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83724.070312 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -83724.07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83985.203125 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -83985.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84165.882812 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -84165.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84336.093750 Penalty: 3339.176514
	Iteration 4F: 3 clusters Score -84336.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84512.523438 Penalty: 3339.176514
	Iteration 5F: 3 clusters Score -84512.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84986.195312 Penalty: 3339.176514
	Iteration 6F: 3 clusters Score -84986.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85685.156250 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -85685.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85813.171875 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -85813.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85831.664062 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -85831.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85840.710938 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -85840.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85868.773438 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -85868.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85871.414062 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -85871.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85871.414062 Penalty: 3339.176514
	Iteration 13F: 3 clusters Score -85871.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 5886 members 
Mstep: Class 4 contains 179297 members 
Mstep: Class 5 contains 185526 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23207 members 
Mstep: Class 10 contains 47792 members 
Mstep: Class 11 contains 40629 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 55909 members 
Mstep: Class 15 contains 132709 members 
Mstep: Class 16 contains 194163 members 
Mstep: Class 17 contains 12243 members 
Mstep: Class 18 contains 59952 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 253598 members 
Mstep: Class 22 contains 93368 members 
Mstep: Class 23 contains 18587 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 129631 members 
Mstep: Class 29 contains 14817 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 176985 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 28675 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1080 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41757 members 
Mstep: Class 40 contains 57161 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 44 contains 340 members 
Entering Unmasked Estep 
Score: -225976704.000000 Penalty: 158390.203125
Splitting cluster 6 changes total score from -225977440.000000 to -225976704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Entering Unmasked Estep 
Score: -579981.437500 Penalty: 2135.087891
	Iteration 0F: 2 clusters Score -579981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -575159.625000 Penalty: 4270.175781
	Iteration 0F: 3 clusters Score -575159.6 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -576521.812500 Penalty: 4270.175781
	Iteration 1F: 3 clusters Score -576521.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -576904.125000 Penalty: 4270.175781
	Iteration 2F: 3 clusters Score -576904.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -577176.687500 Penalty: 4270.175781
	Iteration 3F: 3 clusters Score -577176.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -577409.375000 Penalty: 4270.175781
	Iteration 4F: 3 clusters Score -577409.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -577591.562500 Penalty: 4270.175781
	Iteration 5Q: 3 clusters Score -577591.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -577749.000000 Penalty: 4270.175781
	Iteration 6Q: 3 clusters Score -577749 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -577862.687500 Penalty: 4270.175781
	Iteration 7Q: 3 clusters Score -577862.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -577956.375000 Penalty: 4270.175781
	Iteration 8Q: 3 clusters Score -577956.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -578041.125000 Penalty: 4270.175781
	Iteration 9Q: 3 clusters Score -578041.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -578118.687500 Penalty: 4270.175781
	Iteration 10Q: 3 clusters Score -578118.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -578182.437500 Penalty: 4270.175781
	Iteration 11Q: 3 clusters Score -578182.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -578232.625000 Penalty: 4270.175781
	Iteration 12Q: 3 clusters Score -578232.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -578285.187500 Penalty: 4270.175781
	Iteration 13Q: 3 clusters Score -578285.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -578338.437500 Penalty: 4270.175781
	Iteration 14Q: 3 clusters Score -578338.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -578383.375000 Penalty: 4270.175781
	Iteration 15Q: 3 clusters Score -578383.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -578423.312500 Penalty: 4270.175781
	Iteration 16Q: 3 clusters Score -578423.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -578457.125000 Penalty: 4270.175781
	Iteration 17Q: 3 clusters Score -578457.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -578487.687500 Penalty: 4270.175781
	Iteration 18Q: 3 clusters Score -578487.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -578519.562500 Penalty: 4270.175781
	Iteration 19Q: 3 clusters Score -578519.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -578552.937500 Penalty: 4270.175781
	Iteration 20F: 3 clusters Score -578552.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -578575.125000 Penalty: 4270.175781
	Iteration 21Q: 3 clusters Score -578575.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -578594.500000 Penalty: 4270.175781
	Iteration 22Q: 3 clusters Score -578594.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -578613.187500 Penalty: 4270.175781
	Iteration 23Q: 3 clusters Score -578613.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -578626.937500 Penalty: 4270.175781
	Iteration 24Q: 3 clusters Score -578626.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -578642.437500 Penalty: 4270.175781
	Iteration 25Q: 3 clusters Score -578642.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -578664.562500 Penalty: 4270.175781
	Iteration 26Q: 3 clusters Score -578664.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -578681.437500 Penalty: 4270.175781
	Iteration 27Q: 3 clusters Score -578681.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -578696.500000 Penalty: 4270.175781
	Iteration 28Q: 3 clusters Score -578696.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -578719.062500 Penalty: 4270.175781
	Iteration 29Q: 3 clusters Score -578719.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -578739.375000 Penalty: 4270.175781
	Iteration 30Q: 3 clusters Score -578739.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -578756.875000 Penalty: 4270.175781
	Iteration 31Q: 3 clusters Score -578756.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -578768.875000 Penalty: 4270.175781
	Iteration 32Q: 3 clusters Score -578768.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -578774.875000 Penalty: 4270.175781
	Iteration 33Q: 3 clusters Score -578774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -578779.812500 Penalty: 4270.175781
	Iteration 34Q: 3 clusters Score -578779.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -578785.937500 Penalty: 4270.175781
	Iteration 35Q: 3 clusters Score -578785.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -578789.062500 Penalty: 4270.175781
	Iteration 36Q: 3 clusters Score -578789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -578791.250000 Penalty: 4270.175781
	Iteration 37Q: 3 clusters Score -578791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -578792.312500 Penalty: 4270.175781
	Iteration 38Q: 3 clusters Score -578792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -578794.062500 Penalty: 4270.175781
	Iteration 39Q: 3 clusters Score -578794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -578793.000000 Penalty: 4270.175781
	Iteration 40F: 3 clusters Score -578793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -578795.187500 Penalty: 4270.175781
	Iteration 41Q: 3 clusters Score -578795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -578797.500000 Penalty: 4270.175781
	Iteration 42Q: 3 clusters Score -578797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -578796.562500 Penalty: 4270.175781
	Iteration 43Q: 3 clusters Score -578796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -578797.937500 Penalty: 4270.175781
	Iteration 44Q: 3 clusters Score -578797.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -578797.437500 Penalty: 4270.175781
	Iteration 45Q: 3 clusters Score -578797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -578798.500000 Penalty: 4270.175781
	Iteration 46Q: 3 clusters Score -578798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -578798.500000 Penalty: 4270.175781
	Iteration 47F: 3 clusters Score -578798.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Entering Unmasked Estep 
Score: -2543328.500000 Penalty: 2476.033691
	Iteration 0F: 2 clusters Score -2543328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2528254.750000 Penalty: 4952.067383
	Iteration 0F: 3 clusters Score -2528255 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2533304.750000 Penalty: 4952.067383
	Iteration 1F: 3 clusters Score -2533305 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2533694.000000 Penalty: 4952.067383
	Iteration 2F: 3 clusters Score -2533694 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -2534008.250000 Penalty: 4952.067383
	Iteration 3Q: 3 clusters Score -2534008 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2534285.250000 Penalty: 4952.067383
	Iteration 4Q: 3 clusters Score -2534285 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2534544.000000 Penalty: 4952.067383
	Iteration 5Q: 3 clusters Score -2534544 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2534873.250000 Penalty: 4952.067383
	Iteration 6Q: 3 clusters Score -2534873 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2535346.000000 Penalty: 4952.067383
	Iteration 7Q: 3 clusters Score -2535346 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2535963.750000 Penalty: 4952.067383
	Iteration 8Q: 3 clusters Score -2535964 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2536750.000000 Penalty: 4952.067383
	Iteration 9F: 3 clusters Score -2536750 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2537695.250000 Penalty: 4952.067383
	Iteration 10F: 3 clusters Score -2537695 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2538660.000000 Penalty: 4952.067383
	Iteration 11F: 3 clusters Score -2538660 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2539456.500000 Penalty: 4952.067383
	Iteration 12Q: 3 clusters Score -2539456 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2540139.750000 Penalty: 4952.067383
	Iteration 13Q: 3 clusters Score -2540140 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2540558.000000 Penalty: 4952.067383
	Iteration 14Q: 3 clusters Score -2540558 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2540809.500000 Penalty: 4952.067383
	Iteration 15Q: 3 clusters Score -2540810 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2540968.500000 Penalty: 4952.067383
	Iteration 16Q: 3 clusters Score -2540968 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2541061.750000 Penalty: 4952.067383
	Iteration 17Q: 3 clusters Score -2541062 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2541117.250000 Penalty: 4952.067383
	Iteration 18Q: 3 clusters Score -2541117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2541149.750000 Penalty: 4952.067383
	Iteration 19Q: 3 clusters Score -2541150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2541178.750000 Penalty: 4952.067383
	Iteration 20F: 3 clusters Score -2541179 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2541189.000000 Penalty: 4952.067383
	Iteration 21Q: 3 clusters Score -2541189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2541204.000000 Penalty: 4952.067383
	Iteration 22Q: 3 clusters Score -2541204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2541218.000000 Penalty: 4952.067383
	Iteration 23Q: 3 clusters Score -2541218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2541229.250000 Penalty: 4952.067383
	Iteration 24Q: 3 clusters Score -2541229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2541242.500000 Penalty: 4952.067383
	Iteration 25Q: 3 clusters Score -2541242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2541254.750000 Penalty: 4952.067383
	Iteration 26Q: 3 clusters Score -2541255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2541259.750000 Penalty: 4952.067383
	Iteration 27Q: 3 clusters Score -2541260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2541269.750000 Penalty: 4952.067383
	Iteration 28Q: 3 clusters Score -2541270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2541276.750000 Penalty: 4952.067383
	Iteration 29Q: 3 clusters Score -2541277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2541279.500000 Penalty: 4952.067383
	Iteration 30Q: 3 clusters Score -2541280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2541288.500000 Penalty: 4952.067383
	Iteration 31Q: 3 clusters Score -2541288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2541297.250000 Penalty: 4952.067383
	Iteration 32Q: 3 clusters Score -2541297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2541305.250000 Penalty: 4952.067383
	Iteration 33Q: 3 clusters Score -2541305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2541309.500000 Penalty: 4952.067383
	Iteration 34Q: 3 clusters Score -2541310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2541315.750000 Penalty: 4952.067383
	Iteration 35Q: 3 clusters Score -2541316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2541314.250000 Penalty: 4952.067383
	Iteration 36Q: 3 clusters Score -2541314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2541316.000000 Penalty: 4952.067383
	Iteration 37Q: 3 clusters Score -2541316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2541316.500000 Penalty: 4952.067383
	Iteration 38Q: 3 clusters Score -2541316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2541319.000000 Penalty: 4952.067383
	Iteration 39Q: 3 clusters Score -2541319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2541319.000000 Penalty: 4952.067383
	Iteration 40F: 3 clusters Score -2541319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Entering Unmasked Estep 
Score: -2666443.000000 Penalty: 2492.947754
	Iteration 0F: 2 clusters Score -2666443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2650284.000000 Penalty: 4985.895508
	Iteration 0F: 3 clusters Score -2650284 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2655835.750000 Penalty: 4985.895508
	Iteration 1F: 3 clusters Score -2655836 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2656222.500000 Penalty: 4985.895508
	Iteration 2Q: 3 clusters Score -2656222 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2656544.750000 Penalty: 4985.895508
	Iteration 3Q: 3 clusters Score -2656545 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2656811.250000 Penalty: 4985.895508
	Iteration 4Q: 3 clusters Score -2656811 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2657055.750000 Penalty: 4985.895508
	Iteration 5Q: 3 clusters Score -2657056 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2657311.750000 Penalty: 4985.895508
	Iteration 6Q: 3 clusters Score -2657312 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2657620.750000 Penalty: 4985.895508
	Iteration 7Q: 3 clusters Score -2657621 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2658031.250000 Penalty: 4985.895508
	Iteration 8Q: 3 clusters Score -2658031 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2658520.750000 Penalty: 4985.895508
	Iteration 9Q: 3 clusters Score -2658521 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2659084.500000 Penalty: 4985.895508
	Iteration 10Q: 3 clusters Score -2659084 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2659675.750000 Penalty: 4985.895508
	Iteration 11Q: 3 clusters Score -2659676 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2660210.000000 Penalty: 4985.895508
	Iteration 12Q: 3 clusters Score -2660210 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2660717.500000 Penalty: 4985.895508
	Iteration 13Q: 3 clusters Score -2660718 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2661151.000000 Penalty: 4985.895508
	Iteration 14Q: 3 clusters Score -2661151 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2661556.250000 Penalty: 4985.895508
	Iteration 15Q: 3 clusters Score -2661556 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2661936.750000 Penalty: 4985.895508
	Iteration 16Q: 3 clusters Score -2661937 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2662272.250000 Penalty: 4985.895508
	Iteration 17Q: 3 clusters Score -2662272 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2662551.000000 Penalty: 4985.895508
	Iteration 18Q: 3 clusters Score -2662551 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2662822.000000 Penalty: 4985.895508
	Iteration 19Q: 3 clusters Score -2662822 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2663100.750000 Penalty: 4985.895508
	Iteration 20F: 3 clusters Score -2663101 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2663346.000000 Penalty: 4985.895508
	Iteration 21Q: 3 clusters Score -2663346 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2663550.250000 Penalty: 4985.895508
	Iteration 22Q: 3 clusters Score -2663550 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2663711.500000 Penalty: 4985.895508
	Iteration 23Q: 3 clusters Score -2663712 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2663836.250000 Penalty: 4985.895508
	Iteration 24Q: 3 clusters Score -2663836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2663955.750000 Penalty: 4985.895508
	Iteration 25Q: 3 clusters Score -2663956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2664043.250000 Penalty: 4985.895508
	Iteration 26Q: 3 clusters Score -2664043 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -2664094.000000 Penalty: 4985.895508
	Iteration 27Q: 3 clusters Score -2664094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2664137.000000 Penalty: 4985.895508
	Iteration 28Q: 3 clusters Score -2664137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2664169.750000 Penalty: 4985.895508
	Iteration 29Q: 3 clusters Score -2664170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -2664205.000000 Penalty: 4985.895508
	Iteration 30Q: 3 clusters Score -2664205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2664229.500000 Penalty: 4985.895508
	Iteration 31Q: 3 clusters Score -2664230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2664244.500000 Penalty: 4985.895508
	Iteration 32Q: 3 clusters Score -2664244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2664251.250000 Penalty: 4985.895508
	Iteration 33Q: 3 clusters Score -2664251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -2664266.000000 Penalty: 4985.895508
	Iteration 34Q: 3 clusters Score -2664266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2664267.500000 Penalty: 4985.895508
	Iteration 35Q: 3 clusters Score -2664268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2664271.750000 Penalty: 4985.895508
	Iteration 36Q: 3 clusters Score -2664272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2664266.250000 Penalty: 4985.895508
	Iteration 37Q: 3 clusters Score -2664266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2664271.250000 Penalty: 4985.895508
	Iteration 38Q: 3 clusters Score -2664271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2664271.500000 Penalty: 4985.895508
	Iteration 39Q: 3 clusters Score -2664272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2664271.500000 Penalty: 4985.895508
	Iteration 40F: 3 clusters Score -2664272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Entering Unmasked Estep 
Score: -5432096.500000 Penalty: 2672.104004
	Iteration 0F: 2 clusters Score -5432096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5400076.500000 Penalty: 5344.208008
	Iteration 0F: 3 clusters Score -5400076 nChanged 21885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -5412424.500000 Penalty: 5344.208008
	Iteration 1F: 3 clusters Score -5412424 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -5413142.000000 Penalty: 5344.208008
	Iteration 2Q: 3 clusters Score -5413142 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -5413936.500000 Penalty: 5344.208008
	Iteration 3Q: 3 clusters Score -5413936 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -5414750.000000 Penalty: 5344.208008
	Iteration 4Q: 3 clusters Score -5414750 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -5415747.000000 Penalty: 5344.208008
	Iteration 5Q: 3 clusters Score -5415747 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -5416710.500000 Penalty: 5344.208008
	Iteration 6Q: 3 clusters Score -5416710 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -5417773.500000 Penalty: 5344.208008
	Iteration 7Q: 3 clusters Score -5417774 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -5418972.500000 Penalty: 5344.208008
	Iteration 8F: 3 clusters Score -5418972 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -5420403.000000 Penalty: 5344.208008
	Iteration 9F: 3 clusters Score -5420403 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -5422041.500000 Penalty: 5344.208008
	Iteration 10F: 3 clusters Score -5422042 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -5423913.500000 Penalty: 5344.208008
	Iteration 11F: 3 clusters Score -5423914 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5425811.500000 Penalty: 5344.208008
	Iteration 12Q: 3 clusters Score -5425812 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -5427402.500000 Penalty: 5344.208008
	Iteration 13Q: 3 clusters Score -5427402 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -5428492.000000 Penalty: 5344.208008
	Iteration 14Q: 3 clusters Score -5428492 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -5429125.000000 Penalty: 5344.208008
	Iteration 15Q: 3 clusters Score -5429125 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -5429442.000000 Penalty: 5344.208008
	Iteration 16Q: 3 clusters Score -5429442 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -5429573.500000 Penalty: 5344.208008
	Iteration 17Q: 3 clusters Score -5429574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -5429647.000000 Penalty: 5344.208008
	Iteration 18Q: 3 clusters Score -5429647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -5429726.500000 Penalty: 5344.208008
	Iteration 19Q: 3 clusters Score -5429726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -5429794.500000 Penalty: 5344.208008
	Iteration 20F: 3 clusters Score -5429794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -5429842.000000 Penalty: 5344.208008
	Iteration 21Q: 3 clusters Score -5429842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -5429853.500000 Penalty: 5344.208008
	Iteration 22Q: 3 clusters Score -5429854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -5429865.500000 Penalty: 5344.208008
	Iteration 23Q: 3 clusters Score -5429866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -5429867.000000 Penalty: 5344.208008
	Iteration 24Q: 3 clusters Score -5429867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -5429871.000000 Penalty: 5344.208008
	Iteration 25Q: 3 clusters Score -5429871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -5429869.000000 Penalty: 5344.208008
	Iteration 26Q: 3 clusters Score -5429869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5429878.000000 Penalty: 5344.208008
	Iteration 27Q: 3 clusters Score -5429878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -5429879.000000 Penalty: 5344.208008
	Iteration 28Q: 3 clusters Score -5429879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -5429879.000000 Penalty: 5344.208008
	Iteration 29F: 3 clusters Score -5429879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Entering Unmasked Estep 
Score: -4707419.500000 Penalty: 2631.834717
	Iteration 0F: 2 clusters Score -4707420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -4679949.000000 Penalty: 5263.669434
	Iteration 0F: 3 clusters Score -4679949 nChanged 18606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -4690781.000000 Penalty: 5263.669434
	Iteration 1F: 3 clusters Score -4690781 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4691990.500000 Penalty: 5263.669434
	Iteration 2F: 3 clusters Score -4691990 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4693400.000000 Penalty: 5263.669434
	Iteration 3F: 3 clusters Score -4693400 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -4694851.500000 Penalty: 5263.669434
	Iteration 4F: 3 clusters Score -4694852 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -4696209.000000 Penalty: 5263.669434
	Iteration 5F: 3 clusters Score -4696209 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -4697505.000000 Penalty: 5263.669434
	Iteration 6F: 3 clusters Score -4697505 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4698728.000000 Penalty: 5263.669434
	Iteration 7F: 3 clusters Score -4698728 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4699766.000000 Penalty: 5263.669434
	Iteration 8Q: 3 clusters Score -4699766 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -4700712.500000 Penalty: 5263.669434
	Iteration 9Q: 3 clusters Score -4700712 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -4701603.000000 Penalty: 5263.669434
	Iteration 10Q: 3 clusters Score -4701603 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4702329.500000 Penalty: 5263.669434
	Iteration 11Q: 3 clusters Score -4702330 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4703059.000000 Penalty: 5263.669434
	Iteration 12Q: 3 clusters Score -4703059 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4703664.000000 Penalty: 5263.669434
	Iteration 13Q: 3 clusters Score -4703664 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4704151.000000 Penalty: 5263.669434
	Iteration 14Q: 3 clusters Score -4704151 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4704508.500000 Penalty: 5263.669434
	Iteration 15Q: 3 clusters Score -4704508 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4704752.500000 Penalty: 5263.669434
	Iteration 16Q: 3 clusters Score -4704752 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4704927.000000 Penalty: 5263.669434
	Iteration 17Q: 3 clusters Score -4704927 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4705058.500000 Penalty: 5263.669434
	Iteration 18Q: 3 clusters Score -4705058 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4705172.500000 Penalty: 5263.669434
	Iteration 19Q: 3 clusters Score -4705172 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4705222.500000 Penalty: 5263.669434
	Iteration 20F: 3 clusters Score -4705222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4705255.500000 Penalty: 5263.669434
	Iteration 21Q: 3 clusters Score -4705256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4705288.500000 Penalty: 5263.669434
	Iteration 22Q: 3 clusters Score -4705288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4705320.000000 Penalty: 5263.669434
	Iteration 23Q: 3 clusters Score -4705320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4705338.000000 Penalty: 5263.669434
	Iteration 24Q: 3 clusters Score -4705338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4705359.000000 Penalty: 5263.669434
	Iteration 25Q: 3 clusters Score -4705359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4705374.500000 Penalty: 5263.669434
	Iteration 26Q: 3 clusters Score -4705374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4705391.000000 Penalty: 5263.669434
	Iteration 27Q: 3 clusters Score -4705391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4705402.500000 Penalty: 5263.669434
	Iteration 28Q: 3 clusters Score -4705402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4705409.000000 Penalty: 5263.669434
	Iteration 29Q: 3 clusters Score -4705409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4705419.500000 Penalty: 5263.669434
	Iteration 30Q: 3 clusters Score -4705420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4705427.500000 Penalty: 5263.669434
	Iteration 31Q: 3 clusters Score -4705428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4705430.000000 Penalty: 5263.669434
	Iteration 32Q: 3 clusters Score -4705430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4705425.000000 Penalty: 5263.669434
	Iteration 33Q: 3 clusters Score -4705425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4705429.000000 Penalty: 5263.669434
	Iteration 34Q: 3 clusters Score -4705429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4705433.000000 Penalty: 5263.669434
	Iteration 35Q: 3 clusters Score -4705433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4705434.500000 Penalty: 5263.669434
	Iteration 36Q: 3 clusters Score -4705434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4705436.000000 Penalty: 5263.669434
	Iteration 37Q: 3 clusters Score -4705436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4705438.000000 Penalty: 5263.669434
	Iteration 38Q: 3 clusters Score -4705438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4705442.000000 Penalty: 5263.669434
	Iteration 39Q: 3 clusters Score -4705442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4705445.500000 Penalty: 5263.669434
	Iteration 40F: 3 clusters Score -4705446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4705444.500000 Penalty: 5263.669434
	Iteration 41Q: 3 clusters Score -4705444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4705452.000000 Penalty: 5263.669434
	Iteration 42Q: 3 clusters Score -4705452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4705449.000000 Penalty: 5263.669434
	Iteration 43Q: 3 clusters Score -4705449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4705455.000000 Penalty: 5263.669434
	Iteration 44Q: 3 clusters Score -4705455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4705453.500000 Penalty: 5263.669434
	Iteration 45Q: 3 clusters Score -4705454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4705453.500000 Penalty: 5263.669434
	Iteration 46F: 3 clusters Score -4705454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Entering Unmasked Estep 
Score: -1299787.125000 Penalty: 2324.496582
	Iteration 0F: 2 clusters Score -1299787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1290982.375000 Penalty: 4648.993164
	Iteration 0F: 3 clusters Score -1290982 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1293947.250000 Penalty: 4648.993164
	Iteration 1F: 3 clusters Score -1293947 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1294466.000000 Penalty: 4648.993164
	Iteration 2F: 3 clusters Score -1294466 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1294882.875000 Penalty: 4648.993164
	Iteration 3F: 3 clusters Score -1294883 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1295242.875000 Penalty: 4648.993164
	Iteration 4F: 3 clusters Score -1295243 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1295556.875000 Penalty: 4648.993164
	Iteration 5Q: 3 clusters Score -1295557 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1295848.000000 Penalty: 4648.993164
	Iteration 6Q: 3 clusters Score -1295848 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1296120.250000 Penalty: 4648.993164
	Iteration 7Q: 3 clusters Score -1296120 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1296352.625000 Penalty: 4648.993164
	Iteration 8Q: 3 clusters Score -1296353 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1296561.750000 Penalty: 4648.993164
	Iteration 9Q: 3 clusters Score -1296562 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1296730.750000 Penalty: 4648.993164
	Iteration 10Q: 3 clusters Score -1296731 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1296843.250000 Penalty: 4648.993164
	Iteration 11Q: 3 clusters Score -1296843 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1296912.000000 Penalty: 4648.993164
	Iteration 12Q: 3 clusters Score -1296912 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1296973.750000 Penalty: 4648.993164
	Iteration 13Q: 3 clusters Score -1296974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1297008.500000 Penalty: 4648.993164
	Iteration 14Q: 3 clusters Score -1297008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1297046.750000 Penalty: 4648.993164
	Iteration 15Q: 3 clusters Score -1297047 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1297067.375000 Penalty: 4648.993164
	Iteration 16Q: 3 clusters Score -1297067 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1297083.750000 Penalty: 4648.993164
	Iteration 17Q: 3 clusters Score -1297084 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1297101.500000 Penalty: 4648.993164
	Iteration 18Q: 3 clusters Score -1297102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1297104.000000 Penalty: 4648.993164
	Iteration 19Q: 3 clusters Score -1297104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1297114.625000 Penalty: 4648.993164
	Iteration 20F: 3 clusters Score -1297115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1297117.625000 Penalty: 4648.993164
	Iteration 21Q: 3 clusters Score -1297118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1297121.250000 Penalty: 4648.993164
	Iteration 22Q: 3 clusters Score -1297121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1297121.250000 Penalty: 4648.993164
	Iteration 23Q: 3 clusters Score -1297121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1297124.625000 Penalty: 4648.993164
	Iteration 24Q: 3 clusters Score -1297125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1297125.875000 Penalty: 4648.993164
	Iteration 25Q: 3 clusters Score -1297126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1297126.000000 Penalty: 4648.993164
	Iteration 26Q: 3 clusters Score -1297126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1297131.250000 Penalty: 4648.993164
	Iteration 27Q: 3 clusters Score -1297131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1297131.500000 Penalty: 4648.993164
	Iteration 28Q: 3 clusters Score -1297132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1297130.500000 Penalty: 4648.993164
	Iteration 29Q: 3 clusters Score -1297130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1297136.375000 Penalty: 4648.993164
	Iteration 30Q: 3 clusters Score -1297136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1297136.625000 Penalty: 4648.993164
	Iteration 31Q: 3 clusters Score -1297137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1297135.625000 Penalty: 4648.993164
	Iteration 32Q: 3 clusters Score -1297136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1297142.375000 Penalty: 4648.993164
	Iteration 33Q: 3 clusters Score -1297142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1297142.500000 Penalty: 4648.993164
	Iteration 34Q: 3 clusters Score -1297142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1297147.375000 Penalty: 4648.993164
	Iteration 35Q: 3 clusters Score -1297147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1297151.250000 Penalty: 4648.993164
	Iteration 36Q: 3 clusters Score -1297151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1297157.000000 Penalty: 4648.993164
	Iteration 37Q: 3 clusters Score -1297157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1297160.125000 Penalty: 4648.993164
	Iteration 38Q: 3 clusters Score -1297160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1297163.125000 Penalty: 4648.993164
	Iteration 39Q: 3 clusters Score -1297163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1297166.375000 Penalty: 4648.993164
	Iteration 40F: 3 clusters Score -1297166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1297169.250000 Penalty: 4648.993164
	Iteration 41Q: 3 clusters Score -1297169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1297174.000000 Penalty: 4648.993164
	Iteration 42Q: 3 clusters Score -1297174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1297173.250000 Penalty: 4648.993164
	Iteration 43Q: 3 clusters Score -1297173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1297173.500000 Penalty: 4648.993164
	Iteration 44Q: 3 clusters Score -1297174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1297176.375000 Penalty: 4648.993164
	Iteration 45Q: 3 clusters Score -1297176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1297181.500000 Penalty: 4648.993164
	Iteration 46Q: 3 clusters Score -1297182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1297176.000000 Penalty: 4648.993164
	Iteration 47Q: 3 clusters Score -1297176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1297174.875000 Penalty: 4648.993164
	Iteration 48Q: 3 clusters Score -1297175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1297176.750000 Penalty: 4648.993164
	Iteration 49Q: 3 clusters Score -1297177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1297175.250000 Penalty: 4648.993164
	Iteration 50Q: 3 clusters Score -1297175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1297178.000000 Penalty: 4648.993164
	Iteration 51Q: 3 clusters Score -1297178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1297177.625000 Penalty: 4648.993164
	Iteration 52Q: 3 clusters Score -1297178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1297182.500000 Penalty: 4648.993164
	Iteration 53Q: 3 clusters Score -1297182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1297183.125000 Penalty: 4648.993164
	Iteration 54Q: 3 clusters Score -1297183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1297181.750000 Penalty: 4648.993164
	Iteration 55Q: 3 clusters Score -1297182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1297183.875000 Penalty: 4648.993164
	Iteration 56Q: 3 clusters Score -1297184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1297184.750000 Penalty: 4648.993164
	Iteration 57Q: 3 clusters Score -1297185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1297187.500000 Penalty: 4648.993164
	Iteration 58Q: 3 clusters Score -1297188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1297190.875000 Penalty: 4648.993164
	Iteration 59Q: 3 clusters Score -1297191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1297193.875000 Penalty: 4648.993164
	Iteration 60F: 3 clusters Score -1297194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1297196.250000 Penalty: 4648.993164
	Iteration 61Q: 3 clusters Score -1297196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1297196.125000 Penalty: 4648.993164
	Iteration 62Q: 3 clusters Score -1297196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1297198.375000 Penalty: 4648.993164
	Iteration 63Q: 3 clusters Score -1297198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1297203.500000 Penalty: 4648.993164
	Iteration 64Q: 3 clusters Score -1297204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1297201.000000 Penalty: 4648.993164
	Iteration 65Q: 3 clusters Score -1297201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1297201.625000 Penalty: 4648.993164
	Iteration 66Q: 3 clusters Score -1297202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1297200.875000 Penalty: 4648.993164
	Iteration 67Q: 3 clusters Score -1297201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1297198.750000 Penalty: 4648.993164
	Iteration 68Q: 3 clusters Score -1297199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1297199.125000 Penalty: 4648.993164
	Iteration 69Q: 3 clusters Score -1297199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1297198.500000 Penalty: 4648.993164
	Iteration 70Q: 3 clusters Score -1297198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1297201.125000 Penalty: 4648.993164
	Iteration 71Q: 3 clusters Score -1297201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1297202.375000 Penalty: 4648.993164
	Iteration 72Q: 3 clusters Score -1297202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1297201.000000 Penalty: 4648.993164
	Iteration 73Q: 3 clusters Score -1297201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1297201.000000 Penalty: 4648.993164
	Iteration 74F: 3 clusters Score -1297201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Entering Unmasked Estep 
Score: -1528287.000000 Penalty: 2367.148438
	Iteration 0F: 2 clusters Score -1528287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1518153.250000 Penalty: 4734.296875
	Iteration 0F: 3 clusters Score -1518153 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1521613.000000 Penalty: 4734.296875
	Iteration 1F: 3 clusters Score -1521613 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1522213.250000 Penalty: 4734.296875
	Iteration 2F: 3 clusters Score -1522213 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1522666.250000 Penalty: 4734.296875
	Iteration 3F: 3 clusters Score -1522666 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1523044.250000 Penalty: 4734.296875
	Iteration 4F: 3 clusters Score -1523044 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1523487.875000 Penalty: 4734.296875
	Iteration 5F: 3 clusters Score -1523488 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1523987.375000 Penalty: 4734.296875
	Iteration 6F: 3 clusters Score -1523987 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1524568.750000 Penalty: 4734.296875
	Iteration 7F: 3 clusters Score -1524569 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1525206.625000 Penalty: 4734.296875
	Iteration 8F: 3 clusters Score -1525207 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1525772.250000 Penalty: 4734.296875
	Iteration 9F: 3 clusters Score -1525772 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1526221.125000 Penalty: 4734.296875
	Iteration 10Q: 3 clusters Score -1526221 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1526575.250000 Penalty: 4734.296875
	Iteration 11Q: 3 clusters Score -1526575 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1526817.625000 Penalty: 4734.296875
	Iteration 12Q: 3 clusters Score -1526818 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1526976.000000 Penalty: 4734.296875
	Iteration 13Q: 3 clusters Score -1526976 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1527089.375000 Penalty: 4734.296875
	Iteration 14Q: 3 clusters Score -1527089 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1527173.625000 Penalty: 4734.296875
	Iteration 15Q: 3 clusters Score -1527174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1527233.750000 Penalty: 4734.296875
	Iteration 16Q: 3 clusters Score -1527234 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1527275.875000 Penalty: 4734.296875
	Iteration 17Q: 3 clusters Score -1527276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1527310.375000 Penalty: 4734.296875
	Iteration 18Q: 3 clusters Score -1527310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1527341.875000 Penalty: 4734.296875
	Iteration 19Q: 3 clusters Score -1527342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1527366.375000 Penalty: 4734.296875
	Iteration 20F: 3 clusters Score -1527366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1527378.125000 Penalty: 4734.296875
	Iteration 21Q: 3 clusters Score -1527378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1527389.500000 Penalty: 4734.296875
	Iteration 22Q: 3 clusters Score -1527390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1527409.750000 Penalty: 4734.296875
	Iteration 23Q: 3 clusters Score -1527410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1527415.125000 Penalty: 4734.296875
	Iteration 24Q: 3 clusters Score -1527415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1527421.125000 Penalty: 4734.296875
	Iteration 25Q: 3 clusters Score -1527421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1527425.750000 Penalty: 4734.296875
	Iteration 26Q: 3 clusters Score -1527426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1527433.250000 Penalty: 4734.296875
	Iteration 27Q: 3 clusters Score -1527433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1527437.000000 Penalty: 4734.296875
	Iteration 28Q: 3 clusters Score -1527437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1527442.500000 Penalty: 4734.296875
	Iteration 29Q: 3 clusters Score -1527442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1527445.000000 Penalty: 4734.296875
	Iteration 30Q: 3 clusters Score -1527445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1527447.750000 Penalty: 4734.296875
	Iteration 31Q: 3 clusters Score -1527448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1527450.000000 Penalty: 4734.296875
	Iteration 32Q: 3 clusters Score -1527450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1527454.625000 Penalty: 4734.296875
	Iteration 33Q: 3 clusters Score -1527455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1527457.750000 Penalty: 4734.296875
	Iteration 34Q: 3 clusters Score -1527458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1527460.750000 Penalty: 4734.296875
	Iteration 35Q: 3 clusters Score -1527461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1527463.625000 Penalty: 4734.296875
	Iteration 36Q: 3 clusters Score -1527464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1527467.750000 Penalty: 4734.296875
	Iteration 37Q: 3 clusters Score -1527468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1527470.875000 Penalty: 4734.296875
	Iteration 38Q: 3 clusters Score -1527471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1527473.250000 Penalty: 4734.296875
	Iteration 39Q: 3 clusters Score -1527473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1527478.500000 Penalty: 4734.296875
	Iteration 40F: 3 clusters Score -1527478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1527479.625000 Penalty: 4734.296875
	Iteration 41Q: 3 clusters Score -1527480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1527480.500000 Penalty: 4734.296875
	Iteration 42Q: 3 clusters Score -1527480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1527485.375000 Penalty: 4734.296875
	Iteration 43Q: 3 clusters Score -1527485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1527495.750000 Penalty: 4734.296875
	Iteration 44Q: 3 clusters Score -1527496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1527495.500000 Penalty: 4734.296875
	Iteration 45Q: 3 clusters Score -1527496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1527499.750000 Penalty: 4734.296875
	Iteration 46Q: 3 clusters Score -1527500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1527501.375000 Penalty: 4734.296875
	Iteration 47Q: 3 clusters Score -1527501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1527501.500000 Penalty: 4734.296875
	Iteration 48Q: 3 clusters Score -1527502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1527503.250000 Penalty: 4734.296875
	Iteration 49Q: 3 clusters Score -1527503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1527503.250000 Penalty: 4734.296875
	Iteration 50F: 3 clusters Score -1527503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (55909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Entering Unmasked Estep 
Score: -6526271.500000 Penalty: 2711.007080
	Iteration 0F: 2 clusters Score -6526272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6488778.000000 Penalty: 5422.014160
	Iteration 0F: 3 clusters Score -6488778 nChanged 25866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -6503076.500000 Penalty: 5422.014160
	Iteration 1F: 3 clusters Score -6503076 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -6503769.000000 Penalty: 5422.014160
	Iteration 2Q: 3 clusters Score -6503769 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6504390.500000 Penalty: 5422.014160
	Iteration 3Q: 3 clusters Score -6504390 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6504969.500000 Penalty: 5422.014160
	Iteration 4Q: 3 clusters Score -6504970 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -6505509.000000 Penalty: 5422.014160
	Iteration 5Q: 3 clusters Score -6505509 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6506126.500000 Penalty: 5422.014160
	Iteration 6Q: 3 clusters Score -6506126 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -6506820.000000 Penalty: 5422.014160
	Iteration 7Q: 3 clusters Score -6506820 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -6507713.500000 Penalty: 5422.014160
	Iteration 8Q: 3 clusters Score -6507714 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -6508874.500000 Penalty: 5422.014160
	Iteration 9Q: 3 clusters Score -6508874 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -6510424.000000 Penalty: 5422.014160
	Iteration 10Q: 3 clusters Score -6510424 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -6512191.500000 Penalty: 5422.014160
	Iteration 11Q: 3 clusters Score -6512192 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -6513731.000000 Penalty: 5422.014160
	Iteration 12Q: 3 clusters Score -6513731 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -6514856.000000 Penalty: 5422.014160
	Iteration 13Q: 3 clusters Score -6514856 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -6515535.000000 Penalty: 5422.014160
	Iteration 14Q: 3 clusters Score -6515535 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -6516072.500000 Penalty: 5422.014160
	Iteration 15Q: 3 clusters Score -6516072 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -6516515.500000 Penalty: 5422.014160
	Iteration 16Q: 3 clusters Score -6516516 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -6516922.000000 Penalty: 5422.014160
	Iteration 17Q: 3 clusters Score -6516922 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -6517362.000000 Penalty: 5422.014160
	Iteration 18Q: 3 clusters Score -6517362 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -6517775.000000 Penalty: 5422.014160
	Iteration 19Q: 3 clusters Score -6517775 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6518220.500000 Penalty: 5422.014160
	Iteration 20F: 3 clusters Score -6518220 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -6518758.500000 Penalty: 5422.014160
	Iteration 21Q: 3 clusters Score -6518758 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -6519393.500000 Penalty: 5422.014160
	Iteration 22Q: 3 clusters Score -6519394 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -6519942.500000 Penalty: 5422.014160
	Iteration 23Q: 3 clusters Score -6519942 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -6520510.000000 Penalty: 5422.014160
	Iteration 24Q: 3 clusters Score -6520510 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6521141.000000 Penalty: 5422.014160
	Iteration 25Q: 3 clusters Score -6521141 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -6521707.500000 Penalty: 5422.014160
	Iteration 26Q: 3 clusters Score -6521708 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6522179.500000 Penalty: 5422.014160
	Iteration 27Q: 3 clusters Score -6522180 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6522607.500000 Penalty: 5422.014160
	Iteration 28Q: 3 clusters Score -6522608 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6522937.000000 Penalty: 5422.014160
	Iteration 29Q: 3 clusters Score -6522937 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6523162.500000 Penalty: 5422.014160
	Iteration 30Q: 3 clusters Score -6523162 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6523345.500000 Penalty: 5422.014160
	Iteration 31Q: 3 clusters Score -6523346 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54956 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6523479.500000 Penalty: 5422.014160
	Iteration 32Q: 3 clusters Score -6523480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6523560.500000 Penalty: 5422.014160
	Iteration 33Q: 3 clusters Score -6523560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6523645.500000 Penalty: 5422.014160
	Iteration 34Q: 3 clusters Score -6523646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6523708.000000 Penalty: 5422.014160
	Iteration 35Q: 3 clusters Score -6523708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6523757.500000 Penalty: 5422.014160
	Iteration 36Q: 3 clusters Score -6523758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6523777.000000 Penalty: 5422.014160
	Iteration 37Q: 3 clusters Score -6523777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6523804.500000 Penalty: 5422.014160
	Iteration 38Q: 3 clusters Score -6523804 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6523833.500000 Penalty: 5422.014160
	Iteration 39Q: 3 clusters Score -6523834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6523845.000000 Penalty: 5422.014160
	Iteration 40F: 3 clusters Score -6523845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6523854.000000 Penalty: 5422.014160
	Iteration 41Q: 3 clusters Score -6523854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6523869.000000 Penalty: 5422.014160
	Iteration 42Q: 3 clusters Score -6523869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6523876.000000 Penalty: 5422.014160
	Iteration 43Q: 3 clusters Score -6523876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6523881.000000 Penalty: 5422.014160
	Iteration 44Q: 3 clusters Score -6523881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6523880.500000 Penalty: 5422.014160
	Iteration 45Q: 3 clusters Score -6523880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6523882.000000 Penalty: 5422.014160
	Iteration 46Q: 3 clusters Score -6523882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6523884.500000 Penalty: 5422.014160
	Iteration 47Q: 3 clusters Score -6523884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6523888.000000 Penalty: 5422.014160
	Iteration 48Q: 3 clusters Score -6523888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6523892.000000 Penalty: 5422.014160
	Iteration 49Q: 3 clusters Score -6523892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6523891.500000 Penalty: 5422.014160
	Iteration 50Q: 3 clusters Score -6523892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6523893.500000 Penalty: 5422.014160
	Iteration 51Q: 3 clusters Score -6523894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6523897.000000 Penalty: 5422.014160
	Iteration 52Q: 3 clusters Score -6523897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6523899.000000 Penalty: 5422.014160
	Iteration 53Q: 3 clusters Score -6523899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6523915.000000 Penalty: 5422.014160
	Iteration 54Q: 3 clusters Score -6523915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6523914.500000 Penalty: 5422.014160
	Iteration 55Q: 3 clusters Score -6523914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6523920.500000 Penalty: 5422.014160
	Iteration 56Q: 3 clusters Score -6523920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6523921.500000 Penalty: 5422.014160
	Iteration 57Q: 3 clusters Score -6523922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6523921.500000 Penalty: 5422.014160
	Iteration 58F: 3 clusters Score -6523922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (132709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132709 members 
Entering Unmasked Estep 
Score: -15444231.000000 Penalty: 2925.386719
	Iteration 0F: 2 clusters Score -1.544423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66383 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -15355555.000000 Penalty: 5850.773438
	Iteration 0F: 3 clusters Score -1.535556e+07 nChanged 63085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -15391980.000000 Penalty: 5850.773438
	Iteration 1F: 3 clusters Score -1.539198e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -15393239.000000 Penalty: 5850.773438
	Iteration 2Q: 3 clusters Score -1.539324e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70227 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -15395271.000000 Penalty: 5850.773438
	Iteration 3Q: 3 clusters Score -1.539527e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -15398448.000000 Penalty: 5850.773438
	Iteration 4Q: 3 clusters Score -1.539845e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -15403017.000000 Penalty: 5850.773438
	Iteration 5F: 3 clusters Score -1.540302e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -15408273.000000 Penalty: 5850.773438
	Iteration 6F: 3 clusters Score -1.540827e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88312 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -15413076.000000 Penalty: 5850.773438
	Iteration 7F: 3 clusters Score -1.541308e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -15416949.000000 Penalty: 5850.773438
	Iteration 8F: 3 clusters Score -1.541695e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -15420083.000000 Penalty: 5850.773438
	Iteration 9Q: 3 clusters Score -1.542008e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -15422827.000000 Penalty: 5850.773438
	Iteration 10Q: 3 clusters Score -1.542283e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108385 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -15425533.000000 Penalty: 5850.773438
	Iteration 11Q: 3 clusters Score -1.542553e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113567 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -15428599.000000 Penalty: 5850.773438
	Iteration 12Q: 3 clusters Score -1.54286e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -15431809.000000 Penalty: 5850.773438
	Iteration 13Q: 3 clusters Score -1.543181e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -15435096.000000 Penalty: 5850.773438
	Iteration 14Q: 3 clusters Score -1.54351e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126615 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -15437652.000000 Penalty: 5850.773438
	Iteration 15Q: 3 clusters Score -1.543765e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -15439385.000000 Penalty: 5850.773438
	Iteration 16Q: 3 clusters Score -1.543938e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130455 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -15440485.000000 Penalty: 5850.773438
	Iteration 17Q: 3 clusters Score -1.544048e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131250 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -15441014.000000 Penalty: 5850.773438
	Iteration 18Q: 3 clusters Score -1.544101e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131666 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -15441291.000000 Penalty: 5850.773438
	Iteration 19Q: 3 clusters Score -1.544129e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131885 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15441447.000000 Penalty: 5850.773438
	Iteration 20F: 3 clusters Score -1.544145e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132011 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -15441549.000000 Penalty: 5850.773438
	Iteration 21Q: 3 clusters Score -1.544155e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132083 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -15441603.000000 Penalty: 5850.773438
	Iteration 22Q: 3 clusters Score -1.54416e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132130 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -15441633.000000 Penalty: 5850.773438
	Iteration 23Q: 3 clusters Score -1.544163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -15441675.000000 Penalty: 5850.773438
	Iteration 24Q: 3 clusters Score -1.544168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132173 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15441690.000000 Penalty: 5850.773438
	Iteration 25Q: 3 clusters Score -1.544169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132186 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -15441710.000000 Penalty: 5850.773438
	Iteration 26Q: 3 clusters Score -1.544171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132189 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -15441724.000000 Penalty: 5850.773438
	Iteration 27Q: 3 clusters Score -1.544172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132197 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15441729.000000 Penalty: 5850.773438
	Iteration 28Q: 3 clusters Score -1.544173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132197 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15441735.000000 Penalty: 5850.773438
	Iteration 29Q: 3 clusters Score -1.544174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132200 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -15441750.000000 Penalty: 5850.773438
	Iteration 30Q: 3 clusters Score -1.544175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -15441755.000000 Penalty: 5850.773438
	Iteration 31Q: 3 clusters Score -1.544176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15441760.000000 Penalty: 5850.773438
	Iteration 32Q: 3 clusters Score -1.544176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132204 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15441760.000000 Penalty: 5850.773438
	Iteration 33F: 3 clusters Score -1.544176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (194163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194163 members 
Entering Unmasked Estep 
Score: -22553562.000000 Penalty: 3019.760498
	Iteration 0F: 2 clusters Score -2.255356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -22428244.000000 Penalty: 6039.520996
	Iteration 0F: 3 clusters Score -2.242824e+07 nChanged 93439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 100378 members 
Entering Unmasked Estep 
Score: -22482478.000000 Penalty: 6039.520996
	Iteration 1F: 3 clusters Score -2.248248e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -22483792.000000 Penalty: 6039.520996
	Iteration 2Q: 3 clusters Score -2.248379e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 105733 members 
Entering Unmasked Estep 
Score: -22485438.000000 Penalty: 6039.520996
	Iteration 3Q: 3 clusters Score -2.248544e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 110995 members 
Entering Unmasked Estep 
Score: -22488022.000000 Penalty: 6039.520996
	Iteration 4Q: 3 clusters Score -2.248802e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 118764 members 
Entering Unmasked Estep 
Score: -22492070.000000 Penalty: 6039.520996
	Iteration 5Q: 3 clusters Score -2.249207e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 129729 members 
Entering Unmasked Estep 
Score: -22499276.000000 Penalty: 6039.520996
	Iteration 6F: 3 clusters Score -2.249928e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 143838 members 
Entering Unmasked Estep 
Score: -22510346.000000 Penalty: 6039.520996
	Iteration 7F: 3 clusters Score -2.251035e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -22524042.000000 Penalty: 6039.520996
	Iteration 8F: 3 clusters Score -2.252404e+07 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 173377 members 
Entering Unmasked Estep 
Score: -22536596.000000 Penalty: 6039.520996
	Iteration 9F: 3 clusters Score -2.25366e+07 nChanged 9934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 183231 members 
Entering Unmasked Estep 
Score: -22544102.000000 Penalty: 6039.520996
	Iteration 10F: 3 clusters Score -2.25441e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -22548114.000000 Penalty: 6039.520996
	Iteration 11Q: 3 clusters Score -2.254811e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 191187 members 
Entering Unmasked Estep 
Score: -22549640.000000 Penalty: 6039.520996
	Iteration 12Q: 3 clusters Score -2.254964e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 192284 members 
Entering Unmasked Estep 
Score: -22550412.000000 Penalty: 6039.520996
	Iteration 13Q: 3 clusters Score -2.255041e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 192775 members 
Entering Unmasked Estep 
Score: -22550712.000000 Penalty: 6039.520996
	Iteration 14Q: 3 clusters Score -2.255071e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 193008 members 
Entering Unmasked Estep 
Score: -22550892.000000 Penalty: 6039.520996
	Iteration 15Q: 3 clusters Score -2.255089e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 193136 members 
Entering Unmasked Estep 
Score: -22550942.000000 Penalty: 6039.520996
	Iteration 16Q: 3 clusters Score -2.255094e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 193209 members 
Entering Unmasked Estep 
Score: -22551024.000000 Penalty: 6039.520996
	Iteration 17Q: 3 clusters Score -2.255102e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 193260 members 
Entering Unmasked Estep 
Score: -22551058.000000 Penalty: 6039.520996
	Iteration 18Q: 3 clusters Score -2.255106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 193295 members 
Entering Unmasked Estep 
Score: -22551084.000000 Penalty: 6039.520996
	Iteration 19Q: 3 clusters Score -2.255108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 193323 members 
Entering Unmasked Estep 
Score: -22551110.000000 Penalty: 6039.520996
	Iteration 20F: 3 clusters Score -2.255111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 193343 members 
Entering Unmasked Estep 
Score: -22551106.000000 Penalty: 6039.520996
	Iteration 21Q: 3 clusters Score -2.255111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 193357 members 
Entering Unmasked Estep 
Score: -22551116.000000 Penalty: 6039.520996
	Iteration 22Q: 3 clusters Score -2.255112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 193368 members 
Entering Unmasked Estep 
Score: -22551126.000000 Penalty: 6039.520996
	Iteration 23Q: 3 clusters Score -2.255113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 193367 members 
Entering Unmasked Estep 
Score: -22551144.000000 Penalty: 6039.520996
	Iteration 24Q: 3 clusters Score -2.255114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 193366 members 
Entering Unmasked Estep 
Score: -22551146.000000 Penalty: 6039.520996
	Iteration 25Q: 3 clusters Score -2.255115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 193365 members 
Entering Unmasked Estep 
Score: -22551138.000000 Penalty: 6039.520996
	Iteration 26Q: 3 clusters Score -2.255114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 193363 members 
Entering Unmasked Estep 
Score: -22551146.000000 Penalty: 6039.520996
	Iteration 27Q: 3 clusters Score -2.255115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 193363 members 
Entering Unmasked Estep 
Score: -22551146.000000 Penalty: 6039.520996
	Iteration 28F: 3 clusters Score -2.255115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1274060.500000 Penalty: 2334.351807
	Iteration 0F: 2 clusters Score -1274060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1264986.000000 Penalty: 4668.703613
	Iteration 0F: 3 clusters Score -1264986 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1267887.875000 Penalty: 4668.703613
	Iteration 1F: 3 clusters Score -1267888 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1268504.375000 Penalty: 4668.703613
	Iteration 2F: 3 clusters Score -1268504 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1269066.625000 Penalty: 4668.703613
	Iteration 3F: 3 clusters Score -1269067 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1269569.000000 Penalty: 4668.703613
	Iteration 4F: 3 clusters Score -1269569 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1270050.125000 Penalty: 4668.703613
	Iteration 5F: 3 clusters Score -1270050 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1270422.250000 Penalty: 4668.703613
	Iteration 6F: 3 clusters Score -1270422 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1270697.500000 Penalty: 4668.703613
	Iteration 7Q: 3 clusters Score -1270698 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1270921.625000 Penalty: 4668.703613
	Iteration 8Q: 3 clusters Score -1270922 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1271116.500000 Penalty: 4668.703613
	Iteration 9Q: 3 clusters Score -1271116 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1271258.500000 Penalty: 4668.703613
	Iteration 10Q: 3 clusters Score -1271258 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1271368.750000 Penalty: 4668.703613
	Iteration 11Q: 3 clusters Score -1271369 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1271451.125000 Penalty: 4668.703613
	Iteration 12Q: 3 clusters Score -1271451 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1271525.000000 Penalty: 4668.703613
	Iteration 13Q: 3 clusters Score -1271525 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1271608.125000 Penalty: 4668.703613
	Iteration 14Q: 3 clusters Score -1271608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1271685.125000 Penalty: 4668.703613
	Iteration 15Q: 3 clusters Score -1271685 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1271770.875000 Penalty: 4668.703613
	Iteration 16Q: 3 clusters Score -1271771 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1271842.125000 Penalty: 4668.703613
	Iteration 17Q: 3 clusters Score -1271842 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1271905.750000 Penalty: 4668.703613
	Iteration 18Q: 3 clusters Score -1271906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1271968.625000 Penalty: 4668.703613
	Iteration 19Q: 3 clusters Score -1271969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1272027.375000 Penalty: 4668.703613
	Iteration 20F: 3 clusters Score -1272027 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1272082.000000 Penalty: 4668.703613
	Iteration 21Q: 3 clusters Score -1272082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1272134.000000 Penalty: 4668.703613
	Iteration 22Q: 3 clusters Score -1272134 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1272171.500000 Penalty: 4668.703613
	Iteration 23Q: 3 clusters Score -1272172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1272196.375000 Penalty: 4668.703613
	Iteration 24Q: 3 clusters Score -1272196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1272213.750000 Penalty: 4668.703613
	Iteration 25Q: 3 clusters Score -1272214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1272225.250000 Penalty: 4668.703613
	Iteration 26Q: 3 clusters Score -1272225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1272238.625000 Penalty: 4668.703613
	Iteration 27Q: 3 clusters Score -1272239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1272254.375000 Penalty: 4668.703613
	Iteration 28Q: 3 clusters Score -1272254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1272271.750000 Penalty: 4668.703613
	Iteration 29Q: 3 clusters Score -1272272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1272283.750000 Penalty: 4668.703613
	Iteration 30Q: 3 clusters Score -1272284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1272304.750000 Penalty: 4668.703613
	Iteration 31Q: 3 clusters Score -1272305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1272317.875000 Penalty: 4668.703613
	Iteration 32Q: 3 clusters Score -1272318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1272338.375000 Penalty: 4668.703613
	Iteration 33Q: 3 clusters Score -1272338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1272350.750000 Penalty: 4668.703613
	Iteration 34Q: 3 clusters Score -1272351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1272368.625000 Penalty: 4668.703613
	Iteration 35Q: 3 clusters Score -1272369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1272383.125000 Penalty: 4668.703613
	Iteration 36Q: 3 clusters Score -1272383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1272398.125000 Penalty: 4668.703613
	Iteration 37Q: 3 clusters Score -1272398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1272408.000000 Penalty: 4668.703613
	Iteration 38Q: 3 clusters Score -1272408 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1272422.625000 Penalty: 4668.703613
	Iteration 39Q: 3 clusters Score -1272423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1272435.375000 Penalty: 4668.703613
	Iteration 40F: 3 clusters Score -1272435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1272445.500000 Penalty: 4668.703613
	Iteration 41Q: 3 clusters Score -1272446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1272457.875000 Penalty: 4668.703613
	Iteration 42Q: 3 clusters Score -1272458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1272466.875000 Penalty: 4668.703613
	Iteration 43Q: 3 clusters Score -1272467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1272480.375000 Penalty: 4668.703613
	Iteration 44Q: 3 clusters Score -1272480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1272494.625000 Penalty: 4668.703613
	Iteration 45Q: 3 clusters Score -1272495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1272503.625000 Penalty: 4668.703613
	Iteration 46Q: 3 clusters Score -1272504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1272509.875000 Penalty: 4668.703613
	Iteration 47Q: 3 clusters Score -1272510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1272521.250000 Penalty: 4668.703613
	Iteration 48Q: 3 clusters Score -1272521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1272527.125000 Penalty: 4668.703613
	Iteration 49Q: 3 clusters Score -1272527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1272533.625000 Penalty: 4668.703613
	Iteration 50Q: 3 clusters Score -1272534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1272536.625000 Penalty: 4668.703613
	Iteration 51Q: 3 clusters Score -1272537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1272540.125000 Penalty: 4668.703613
	Iteration 52Q: 3 clusters Score -1272540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1272546.625000 Penalty: 4668.703613
	Iteration 53Q: 3 clusters Score -1272547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1272553.500000 Penalty: 4668.703613
	Iteration 54Q: 3 clusters Score -1272554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1272559.625000 Penalty: 4668.703613
	Iteration 55Q: 3 clusters Score -1272560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1272564.875000 Penalty: 4668.703613
	Iteration 56Q: 3 clusters Score -1272565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1272567.500000 Penalty: 4668.703613
	Iteration 57Q: 3 clusters Score -1272568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1272571.375000 Penalty: 4668.703613
	Iteration 58Q: 3 clusters Score -1272571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1272572.500000 Penalty: 4668.703613
	Iteration 59Q: 3 clusters Score -1272572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1272579.000000 Penalty: 4668.703613
	Iteration 60F: 3 clusters Score -1272579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1272586.500000 Penalty: 4668.703613
	Iteration 61Q: 3 clusters Score -1272586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1272593.250000 Penalty: 4668.703613
	Iteration 62Q: 3 clusters Score -1272593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1272601.875000 Penalty: 4668.703613
	Iteration 63Q: 3 clusters Score -1272602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1272606.500000 Penalty: 4668.703613
	Iteration 64Q: 3 clusters Score -1272606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1272616.625000 Penalty: 4668.703613
	Iteration 65Q: 3 clusters Score -1272617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1272628.500000 Penalty: 4668.703613
	Iteration 66Q: 3 clusters Score -1272628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1272651.875000 Penalty: 4668.703613
	Iteration 67Q: 3 clusters Score -1272652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1272671.125000 Penalty: 4668.703613
	Iteration 68Q: 3 clusters Score -1272671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1272684.875000 Penalty: 4668.703613
	Iteration 69Q: 3 clusters Score -1272685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1272696.750000 Penalty: 4668.703613
	Iteration 70Q: 3 clusters Score -1272697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1272704.000000 Penalty: 4668.703613
	Iteration 71Q: 3 clusters Score -1272704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1272716.875000 Penalty: 4668.703613
	Iteration 72Q: 3 clusters Score -1272717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1272725.625000 Penalty: 4668.703613
	Iteration 73Q: 3 clusters Score -1272726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1272733.250000 Penalty: 4668.703613
	Iteration 74Q: 3 clusters Score -1272733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1272740.750000 Penalty: 4668.703613
	Iteration 75Q: 3 clusters Score -1272741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1272745.375000 Penalty: 4668.703613
	Iteration 76Q: 3 clusters Score -1272745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1272755.125000 Penalty: 4668.703613
	Iteration 77Q: 3 clusters Score -1272755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1272758.500000 Penalty: 4668.703613
	Iteration 78Q: 3 clusters Score -1272758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1272763.250000 Penalty: 4668.703613
	Iteration 79Q: 3 clusters Score -1272763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1272766.500000 Penalty: 4668.703613
	Iteration 80F: 3 clusters Score -1272766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1272771.000000 Penalty: 4668.703613
	Iteration 81Q: 3 clusters Score -1272771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1272778.125000 Penalty: 4668.703613
	Iteration 82Q: 3 clusters Score -1272778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1272785.000000 Penalty: 4668.703613
	Iteration 83Q: 3 clusters Score -1272785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1272791.000000 Penalty: 4668.703613
	Iteration 84Q: 3 clusters Score -1272791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1272793.125000 Penalty: 4668.703613
	Iteration 85Q: 3 clusters Score -1272793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1272792.625000 Penalty: 4668.703613
	Iteration 86Q: 3 clusters Score -1272793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1272794.375000 Penalty: 4668.703613
	Iteration 87Q: 3 clusters Score -1272794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1272794.375000 Penalty: 4668.703613
	Iteration 88F: 3 clusters Score -1272794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Entering Unmasked Estep 
Score: -6870981.000000 Penalty: 2728.322266
	Iteration 0F: 2 clusters Score -6870981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -6830934.000000 Penalty: 5456.644531
	Iteration 0F: 3 clusters Score -6830934 nChanged 27831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -6846365.000000 Penalty: 5456.644531
	Iteration 1F: 3 clusters Score -6846365 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6847029.500000 Penalty: 5456.644531
	Iteration 2Q: 3 clusters Score -6847030 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -6847764.000000 Penalty: 5456.644531
	Iteration 3Q: 3 clusters Score -6847764 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -6848570.500000 Penalty: 5456.644531
	Iteration 4Q: 3 clusters Score -6848570 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -6849716.000000 Penalty: 5456.644531
	Iteration 5Q: 3 clusters Score -6849716 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -6851204.000000 Penalty: 5456.644531
	Iteration 6Q: 3 clusters Score -6851204 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -6852940.000000 Penalty: 5456.644531
	Iteration 7F: 3 clusters Score -6852940 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -6855018.000000 Penalty: 5456.644531
	Iteration 8F: 3 clusters Score -6855018 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -6857437.000000 Penalty: 5456.644531
	Iteration 9F: 3 clusters Score -6857437 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -6859679.000000 Penalty: 5456.644531
	Iteration 10F: 3 clusters Score -6859679 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -6861473.500000 Penalty: 5456.644531
	Iteration 11Q: 3 clusters Score -6861474 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -6862640.500000 Penalty: 5456.644531
	Iteration 12Q: 3 clusters Score -6862640 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -6863517.500000 Penalty: 5456.644531
	Iteration 13Q: 3 clusters Score -6863518 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -6864118.500000 Penalty: 5456.644531
	Iteration 14Q: 3 clusters Score -6864118 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6864631.500000 Penalty: 5456.644531
	Iteration 15Q: 3 clusters Score -6864632 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -6865143.500000 Penalty: 5456.644531
	Iteration 16Q: 3 clusters Score -6865144 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -6865695.000000 Penalty: 5456.644531
	Iteration 17Q: 3 clusters Score -6865695 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -6866333.000000 Penalty: 5456.644531
	Iteration 18Q: 3 clusters Score -6866333 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -6866929.500000 Penalty: 5456.644531
	Iteration 19Q: 3 clusters Score -6866930 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -6867455.000000 Penalty: 5456.644531
	Iteration 20F: 3 clusters Score -6867455 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -6867911.500000 Penalty: 5456.644531
	Iteration 21Q: 3 clusters Score -6867912 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -6868310.000000 Penalty: 5456.644531
	Iteration 22Q: 3 clusters Score -6868310 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -6868579.500000 Penalty: 5456.644531
	Iteration 23Q: 3 clusters Score -6868580 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -6868733.500000 Penalty: 5456.644531
	Iteration 24Q: 3 clusters Score -6868734 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -6868864.000000 Penalty: 5456.644531
	Iteration 25Q: 3 clusters Score -6868864 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -6869001.000000 Penalty: 5456.644531
	Iteration 26Q: 3 clusters Score -6869001 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -6869110.500000 Penalty: 5456.644531
	Iteration 27Q: 3 clusters Score -6869110 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -6869139.000000 Penalty: 5456.644531
	Iteration 28Q: 3 clusters Score -6869139 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -6869210.000000 Penalty: 5456.644531
	Iteration 29Q: 3 clusters Score -6869210 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -6869263.500000 Penalty: 5456.644531
	Iteration 30Q: 3 clusters Score -6869264 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6869301.000000 Penalty: 5456.644531
	Iteration 31Q: 3 clusters Score -6869301 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -6869312.000000 Penalty: 5456.644531
	Iteration 32Q: 3 clusters Score -6869312 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6869337.000000 Penalty: 5456.644531
	Iteration 33Q: 3 clusters Score -6869337 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6869391.500000 Penalty: 5456.644531
	Iteration 34Q: 3 clusters Score -6869392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6869413.500000 Penalty: 5456.644531
	Iteration 35Q: 3 clusters Score -6869414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -6869424.500000 Penalty: 5456.644531
	Iteration 36Q: 3 clusters Score -6869424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -6869442.000000 Penalty: 5456.644531
	Iteration 37Q: 3 clusters Score -6869442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -6869450.500000 Penalty: 5456.644531
	Iteration 38Q: 3 clusters Score -6869450 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -6869473.500000 Penalty: 5456.644531
	Iteration 39Q: 3 clusters Score -6869474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -6869480.500000 Penalty: 5456.644531
	Iteration 40F: 3 clusters Score -6869480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -6869486.500000 Penalty: 5456.644531
	Iteration 41Q: 3 clusters Score -6869486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -6869482.000000 Penalty: 5456.644531
	Iteration 42Q: 3 clusters Score -6869482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55121 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -6869482.000000 Penalty: 5456.644531
	Iteration 43Q: 3 clusters Score -6869482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -6869491.500000 Penalty: 5456.644531
	Iteration 44Q: 3 clusters Score -6869492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -6869491.000000 Penalty: 5456.644531
	Iteration 45Q: 3 clusters Score -6869491 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -6869498.000000 Penalty: 5456.644531
	Iteration 46Q: 3 clusters Score -6869498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -6869505.000000 Penalty: 5456.644531
	Iteration 47Q: 3 clusters Score -6869505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -6869500.000000 Penalty: 5456.644531
	Iteration 48Q: 3 clusters Score -6869500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6869496.500000 Penalty: 5456.644531
	Iteration 49Q: 3 clusters Score -6869496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -6869503.500000 Penalty: 5456.644531
	Iteration 50Q: 3 clusters Score -6869504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -6869499.500000 Penalty: 5456.644531
	Iteration 51Q: 3 clusters Score -6869500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6869497.500000 Penalty: 5456.644531
	Iteration 52Q: 3 clusters Score -6869498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6869493.500000 Penalty: 5456.644531
	Iteration 53Q: 3 clusters Score -6869494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6869495.000000 Penalty: 5456.644531
	Iteration 54Q: 3 clusters Score -6869495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6869478.000000 Penalty: 5456.644531
	Iteration 55Q: 3 clusters Score -6869478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -6869497.500000 Penalty: 5456.644531
	Iteration 56Q: 3 clusters Score -6869498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6869506.500000 Penalty: 5456.644531
	Iteration 57Q: 3 clusters Score -6869506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6869493.500000 Penalty: 5456.644531
	Iteration 58Q: 3 clusters Score -6869494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6869491.000000 Penalty: 5456.644531
	Iteration 59Q: 3 clusters Score -6869491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55617 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6869503.500000 Penalty: 5456.644531
	Iteration 60F: 3 clusters Score -6869504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6869507.000000 Penalty: 5456.644531
	Iteration 61Q: 3 clusters Score -6869507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6869499.000000 Penalty: 5456.644531
	Iteration 62Q: 3 clusters Score -6869499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6869503.500000 Penalty: 5456.644531
	Iteration 63Q: 3 clusters Score -6869504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6869502.000000 Penalty: 5456.644531
	Iteration 64Q: 3 clusters Score -6869502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6869497.000000 Penalty: 5456.644531
	Iteration 65Q: 3 clusters Score -6869497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -6869509.500000 Penalty: 5456.644531
	Iteration 66Q: 3 clusters Score -6869510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6869513.500000 Penalty: 5456.644531
	Iteration 67Q: 3 clusters Score -6869514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -6869514.500000 Penalty: 5456.644531
	Iteration 68Q: 3 clusters Score -6869514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6869510.500000 Penalty: 5456.644531
	Iteration 69Q: 3 clusters Score -6869510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -6869515.500000 Penalty: 5456.644531
	Iteration 70Q: 3 clusters Score -6869516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6869514.000000 Penalty: 5456.644531
	Iteration 71Q: 3 clusters Score -6869514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -6869518.000000 Penalty: 5456.644531
	Iteration 72Q: 3 clusters Score -6869518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6869524.000000 Penalty: 5456.644531
	Iteration 73Q: 3 clusters Score -6869524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -6869528.000000 Penalty: 5456.644531
	Iteration 74Q: 3 clusters Score -6869528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6869522.000000 Penalty: 5456.644531
	Iteration 75Q: 3 clusters Score -6869522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6869523.500000 Penalty: 5456.644531
	Iteration 76Q: 3 clusters Score -6869524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -6869527.000000 Penalty: 5456.644531
	Iteration 77Q: 3 clusters Score -6869527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -6869524.000000 Penalty: 5456.644531
	Iteration 78Q: 3 clusters Score -6869524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -6869529.000000 Penalty: 5456.644531
	Iteration 79Q: 3 clusters Score -6869529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6869522.500000 Penalty: 5456.644531
	Iteration 80F: 3 clusters Score -6869522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -6869523.000000 Penalty: 5456.644531
	Iteration 81Q: 3 clusters Score -6869523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -6869525.500000 Penalty: 5456.644531
	Iteration 82Q: 3 clusters Score -6869526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6869527.000000 Penalty: 5456.644531
	Iteration 83Q: 3 clusters Score -6869527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6869532.000000 Penalty: 5456.644531
	Iteration 84Q: 3 clusters Score -6869532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -6869529.000000 Penalty: 5456.644531
	Iteration 85Q: 3 clusters Score -6869529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -6869531.500000 Penalty: 5456.644531
	Iteration 86Q: 3 clusters Score -6869532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -6869535.000000 Penalty: 5456.644531
	Iteration 87Q: 3 clusters Score -6869535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6869533.500000 Penalty: 5456.644531
	Iteration 88Q: 3 clusters Score -6869534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -6869531.000000 Penalty: 5456.644531
	Iteration 89Q: 3 clusters Score -6869531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6869529.500000 Penalty: 5456.644531
	Iteration 90Q: 3 clusters Score -6869530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -6869537.500000 Penalty: 5456.644531
	Iteration 91Q: 3 clusters Score -6869538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -6869529.500000 Penalty: 5456.644531
	Iteration 92Q: 3 clusters Score -6869530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6869531.000000 Penalty: 5456.644531
	Iteration 93Q: 3 clusters Score -6869531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6869526.500000 Penalty: 5456.644531
	Iteration 94Q: 3 clusters Score -6869526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6869528.500000 Penalty: 5456.644531
	Iteration 95Q: 3 clusters Score -6869528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6869531.000000 Penalty: 5456.644531
	Iteration 96Q: 3 clusters Score -6869531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6869533.000000 Penalty: 5456.644531
	Iteration 97Q: 3 clusters Score -6869533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6869533.000000 Penalty: 5456.644531
	Iteration 98F: 3 clusters Score -6869533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Entering Unmasked Estep 
Score: -1471529.750000 Penalty: 2351.301514
	Iteration 0F: 2 clusters Score -1471530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1461942.375000 Penalty: 4702.603027
	Iteration 0F: 3 clusters Score -1461942 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1464960.875000 Penalty: 4702.603027
	Iteration 1F: 3 clusters Score -1464961 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1465425.500000 Penalty: 4702.603027
	Iteration 2F: 3 clusters Score -1465426 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1465804.375000 Penalty: 4702.603027
	Iteration 3F: 3 clusters Score -1465804 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1466120.250000 Penalty: 4702.603027
	Iteration 4Q: 3 clusters Score -1466120 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1466430.500000 Penalty: 4702.603027
	Iteration 5Q: 3 clusters Score -1466430 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1466762.625000 Penalty: 4702.603027
	Iteration 6Q: 3 clusters Score -1466763 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1467070.500000 Penalty: 4702.603027
	Iteration 7Q: 3 clusters Score -1467070 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1467350.875000 Penalty: 4702.603027
	Iteration 8Q: 3 clusters Score -1467351 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1467634.500000 Penalty: 4702.603027
	Iteration 9Q: 3 clusters Score -1467634 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1467908.625000 Penalty: 4702.603027
	Iteration 10Q: 3 clusters Score -1467909 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1468174.875000 Penalty: 4702.603027
	Iteration 11Q: 3 clusters Score -1468175 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1468446.750000 Penalty: 4702.603027
	Iteration 12Q: 3 clusters Score -1468447 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1468717.000000 Penalty: 4702.603027
	Iteration 13Q: 3 clusters Score -1468717 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1468953.875000 Penalty: 4702.603027
	Iteration 14Q: 3 clusters Score -1468954 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1469155.625000 Penalty: 4702.603027
	Iteration 15Q: 3 clusters Score -1469156 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1469296.375000 Penalty: 4702.603027
	Iteration 16Q: 3 clusters Score -1469296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1469386.125000 Penalty: 4702.603027
	Iteration 17Q: 3 clusters Score -1469386 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1469445.875000 Penalty: 4702.603027
	Iteration 18Q: 3 clusters Score -1469446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1469474.250000 Penalty: 4702.603027
	Iteration 19Q: 3 clusters Score -1469474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1469500.875000 Penalty: 4702.603027
	Iteration 20F: 3 clusters Score -1469501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1469522.375000 Penalty: 4702.603027
	Iteration 21Q: 3 clusters Score -1469522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1469555.750000 Penalty: 4702.603027
	Iteration 22Q: 3 clusters Score -1469556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1469572.500000 Penalty: 4702.603027
	Iteration 23Q: 3 clusters Score -1469572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1469578.750000 Penalty: 4702.603027
	Iteration 24Q: 3 clusters Score -1469579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1469595.125000 Penalty: 4702.603027
	Iteration 25Q: 3 clusters Score -1469595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1469608.750000 Penalty: 4702.603027
	Iteration 26Q: 3 clusters Score -1469609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1469618.250000 Penalty: 4702.603027
	Iteration 27Q: 3 clusters Score -1469618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1469626.500000 Penalty: 4702.603027
	Iteration 28Q: 3 clusters Score -1469626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1469631.625000 Penalty: 4702.603027
	Iteration 29Q: 3 clusters Score -1469632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1469636.125000 Penalty: 4702.603027
	Iteration 30Q: 3 clusters Score -1469636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1469639.750000 Penalty: 4702.603027
	Iteration 31Q: 3 clusters Score -1469640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1469646.875000 Penalty: 4702.603027
	Iteration 32Q: 3 clusters Score -1469647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1469652.625000 Penalty: 4702.603027
	Iteration 33Q: 3 clusters Score -1469653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1469653.625000 Penalty: 4702.603027
	Iteration 34Q: 3 clusters Score -1469654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1469655.500000 Penalty: 4702.603027
	Iteration 35Q: 3 clusters Score -1469656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1469657.250000 Penalty: 4702.603027
	Iteration 36Q: 3 clusters Score -1469657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1469658.250000 Penalty: 4702.603027
	Iteration 37Q: 3 clusters Score -1469658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1469662.125000 Penalty: 4702.603027
	Iteration 38Q: 3 clusters Score -1469662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1469662.000000 Penalty: 4702.603027
	Iteration 39Q: 3 clusters Score -1469662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1469663.750000 Penalty: 4702.603027
	Iteration 40F: 3 clusters Score -1469664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1469662.625000 Penalty: 4702.603027
	Iteration 41Q: 3 clusters Score -1469663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1469662.625000 Penalty: 4702.603027
	Iteration 42Q: 3 clusters Score -1469663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1469667.375000 Penalty: 4702.603027
	Iteration 43Q: 3 clusters Score -1469667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1469676.750000 Penalty: 4702.603027
	Iteration 44Q: 3 clusters Score -1469677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1469678.500000 Penalty: 4702.603027
	Iteration 45Q: 3 clusters Score -1469678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1469681.500000 Penalty: 4702.603027
	Iteration 46Q: 3 clusters Score -1469682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1469683.750000 Penalty: 4702.603027
	Iteration 47Q: 3 clusters Score -1469684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1469686.750000 Penalty: 4702.603027
	Iteration 48Q: 3 clusters Score -1469687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1469694.000000 Penalty: 4702.603027
	Iteration 49Q: 3 clusters Score -1469694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1469702.000000 Penalty: 4702.603027
	Iteration 50Q: 3 clusters Score -1469702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1469704.375000 Penalty: 4702.603027
	Iteration 51Q: 3 clusters Score -1469704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1469709.875000 Penalty: 4702.603027
	Iteration 52Q: 3 clusters Score -1469710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1469718.625000 Penalty: 4702.603027
	Iteration 53Q: 3 clusters Score -1469719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1469723.000000 Penalty: 4702.603027
	Iteration 54Q: 3 clusters Score -1469723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1469726.250000 Penalty: 4702.603027
	Iteration 55Q: 3 clusters Score -1469726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1469727.500000 Penalty: 4702.603027
	Iteration 56Q: 3 clusters Score -1469728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1469726.875000 Penalty: 4702.603027
	Iteration 57Q: 3 clusters Score -1469727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1469728.125000 Penalty: 4702.603027
	Iteration 58Q: 3 clusters Score -1469728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1469730.375000 Penalty: 4702.603027
	Iteration 59Q: 3 clusters Score -1469730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1469728.750000 Penalty: 4702.603027
	Iteration 60F: 3 clusters Score -1469729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1469729.750000 Penalty: 4702.603027
	Iteration 61Q: 3 clusters Score -1469730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1469731.125000 Penalty: 4702.603027
	Iteration 62Q: 3 clusters Score -1469731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1469731.000000 Penalty: 4702.603027
	Iteration 63Q: 3 clusters Score -1469731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1469733.625000 Penalty: 4702.603027
	Iteration 64Q: 3 clusters Score -1469734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1469732.750000 Penalty: 4702.603027
	Iteration 65Q: 3 clusters Score -1469733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1469733.875000 Penalty: 4702.603027
	Iteration 66Q: 3 clusters Score -1469734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1469733.000000 Penalty: 4702.603027
	Iteration 67Q: 3 clusters Score -1469733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1469733.125000 Penalty: 4702.603027
	Iteration 68Q: 3 clusters Score -1469733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1469734.000000 Penalty: 4702.603027
	Iteration 69Q: 3 clusters Score -1469734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1469734.625000 Penalty: 4702.603027
	Iteration 70Q: 3 clusters Score -1469735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1469737.750000 Penalty: 4702.603027
	Iteration 71Q: 3 clusters Score -1469738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1469737.625000 Penalty: 4702.603027
	Iteration 72Q: 3 clusters Score -1469738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1469737.625000 Penalty: 4702.603027
	Iteration 73F: 3 clusters Score -1469738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Entering Unmasked Estep 
Score: -786534.000000 Penalty: 2199.541016
	Iteration 0F: 2 clusters Score -786534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -780773.750000 Penalty: 4399.082031
	Iteration 0F: 3 clusters Score -780773.8 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -782324.312500 Penalty: 4399.082031
	Iteration 1F: 3 clusters Score -782324.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -782564.000000 Penalty: 4399.082031
	Iteration 2F: 3 clusters Score -782564 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -782714.750000 Penalty: 4399.082031
	Iteration 3Q: 3 clusters Score -782714.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -782824.000000 Penalty: 4399.082031
	Iteration 4Q: 3 clusters Score -782824 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -782916.312500 Penalty: 4399.082031
	Iteration 5Q: 3 clusters Score -782916.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -783024.875000 Penalty: 4399.082031
	Iteration 6Q: 3 clusters Score -783024.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -783123.062500 Penalty: 4399.082031
	Iteration 7Q: 3 clusters Score -783123.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -783214.312500 Penalty: 4399.082031
	Iteration 8Q: 3 clusters Score -783214.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -783298.375000 Penalty: 4399.082031
	Iteration 9Q: 3 clusters Score -783298.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -783378.812500 Penalty: 4399.082031
	Iteration 10Q: 3 clusters Score -783378.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -783460.687500 Penalty: 4399.082031
	Iteration 11Q: 3 clusters Score -783460.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -783550.062500 Penalty: 4399.082031
	Iteration 12Q: 3 clusters Score -783550.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -783657.937500 Penalty: 4399.082031
	Iteration 13Q: 3 clusters Score -783657.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -783775.437500 Penalty: 4399.082031
	Iteration 14Q: 3 clusters Score -783775.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -783898.875000 Penalty: 4399.082031
	Iteration 15Q: 3 clusters Score -783898.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -784015.312500 Penalty: 4399.082031
	Iteration 16Q: 3 clusters Score -784015.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -784137.750000 Penalty: 4399.082031
	Iteration 17Q: 3 clusters Score -784137.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -784271.312500 Penalty: 4399.082031
	Iteration 18Q: 3 clusters Score -784271.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -784381.250000 Penalty: 4399.082031
	Iteration 19Q: 3 clusters Score -784381.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -784468.500000 Penalty: 4399.082031
	Iteration 20F: 3 clusters Score -784468.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -784553.125000 Penalty: 4399.082031
	Iteration 21Q: 3 clusters Score -784553.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -784637.625000 Penalty: 4399.082031
	Iteration 22Q: 3 clusters Score -784637.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -784717.500000 Penalty: 4399.082031
	Iteration 23Q: 3 clusters Score -784717.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -784800.750000 Penalty: 4399.082031
	Iteration 24Q: 3 clusters Score -784800.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -784860.000000 Penalty: 4399.082031
	Iteration 25Q: 3 clusters Score -784860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -784922.250000 Penalty: 4399.082031
	Iteration 26Q: 3 clusters Score -784922.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -784961.812500 Penalty: 4399.082031
	Iteration 27Q: 3 clusters Score -784961.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -784986.687500 Penalty: 4399.082031
	Iteration 28Q: 3 clusters Score -784986.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -785009.562500 Penalty: 4399.082031
	Iteration 29Q: 3 clusters Score -785009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -785021.187500 Penalty: 4399.082031
	Iteration 30Q: 3 clusters Score -785021.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -785035.875000 Penalty: 4399.082031
	Iteration 31Q: 3 clusters Score -785035.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -785044.437500 Penalty: 4399.082031
	Iteration 32Q: 3 clusters Score -785044.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -785057.062500 Penalty: 4399.082031
	Iteration 33Q: 3 clusters Score -785057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -785060.000000 Penalty: 4399.082031
	Iteration 34Q: 3 clusters Score -785060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -785060.250000 Penalty: 4399.082031
	Iteration 35Q: 3 clusters Score -785060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -785060.250000 Penalty: 4399.082031
	Iteration 36F: 3 clusters Score -785060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (253598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253598 members 
Entering Unmasked Estep 
Score: -29566532.000000 Penalty: 3085.989258
	Iteration 0F: 2 clusters Score -2.956653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126744 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -29411398.000000 Penalty: 6171.978516
	Iteration 0F: 3 clusters Score -2.94114e+07 nChanged 123175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -29488134.000000 Penalty: 6171.978516
	Iteration 1F: 3 clusters Score -2.948813e+07 nChanged 12961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 137660 members 
Entering Unmasked Estep 
Score: -29494082.000000 Penalty: 6171.978516
	Iteration 2F: 3 clusters Score -2.949408e+07 nChanged 15779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109545 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -29502464.000000 Penalty: 6171.978516
	Iteration 3F: 3 clusters Score -2.950246e+07 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102307 members 
Mstep: Class 2 contains 151291 members 
Entering Unmasked Estep 
Score: -29510618.000000 Penalty: 6171.978516
	Iteration 4F: 3 clusters Score -2.951062e+07 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 158849 members 
Entering Unmasked Estep 
Score: -29517254.000000 Penalty: 6171.978516
	Iteration 5F: 3 clusters Score -2.951725e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -29521950.000000 Penalty: 6171.978516
	Iteration 6F: 3 clusters Score -2.952195e+07 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 174272 members 
Entering Unmasked Estep 
Score: -29525114.000000 Penalty: 6171.978516
	Iteration 7Q: 3 clusters Score -2.952511e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 182566 members 
Entering Unmasked Estep 
Score: -29527254.000000 Penalty: 6171.978516
	Iteration 8Q: 3 clusters Score -2.952725e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 191432 members 
Entering Unmasked Estep 
Score: -29529532.000000 Penalty: 6171.978516
	Iteration 9Q: 3 clusters Score -2.952953e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 200974 members 
Entering Unmasked Estep 
Score: -29532574.000000 Penalty: 6171.978516
	Iteration 10Q: 3 clusters Score -2.953257e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 211026 members 
Entering Unmasked Estep 
Score: -29537084.000000 Penalty: 6171.978516
	Iteration 11Q: 3 clusters Score -2.953708e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 220960 members 
Entering Unmasked Estep 
Score: -29542332.000000 Penalty: 6171.978516
	Iteration 12Q: 3 clusters Score -2.954233e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 229809 members 
Entering Unmasked Estep 
Score: -29548158.000000 Penalty: 6171.978516
	Iteration 13Q: 3 clusters Score -2.954816e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 237151 members 
Entering Unmasked Estep 
Score: -29553532.000000 Penalty: 6171.978516
	Iteration 14Q: 3 clusters Score -2.955353e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 242471 members 
Entering Unmasked Estep 
Score: -29557456.000000 Penalty: 6171.978516
	Iteration 15Q: 3 clusters Score -2.955746e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 245768 members 
Entering Unmasked Estep 
Score: -29560022.000000 Penalty: 6171.978516
	Iteration 16Q: 3 clusters Score -2.956002e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 247676 members 
Entering Unmasked Estep 
Score: -29561480.000000 Penalty: 6171.978516
	Iteration 17Q: 3 clusters Score -2.956148e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 248754 members 
Entering Unmasked Estep 
Score: -29562340.000000 Penalty: 6171.978516
	Iteration 18Q: 3 clusters Score -2.956234e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 249371 members 
Entering Unmasked Estep 
Score: -29562952.000000 Penalty: 6171.978516
	Iteration 19Q: 3 clusters Score -2.956295e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 249763 members 
Entering Unmasked Estep 
Score: -29563420.000000 Penalty: 6171.978516
	Iteration 20F: 3 clusters Score -2.956342e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 250030 members 
Entering Unmasked Estep 
Score: -29563760.000000 Penalty: 6171.978516
	Iteration 21Q: 3 clusters Score -2.956376e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 250226 members 
Entering Unmasked Estep 
Score: -29564012.000000 Penalty: 6171.978516
	Iteration 22Q: 3 clusters Score -2.956401e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 250383 members 
Entering Unmasked Estep 
Score: -29564124.000000 Penalty: 6171.978516
	Iteration 23Q: 3 clusters Score -2.956412e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 250487 members 
Entering Unmasked Estep 
Score: -29564256.000000 Penalty: 6171.978516
	Iteration 24Q: 3 clusters Score -2.956426e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 250546 members 
Entering Unmasked Estep 
Score: -29564374.000000 Penalty: 6171.978516
	Iteration 25Q: 3 clusters Score -2.956437e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 250629 members 
Entering Unmasked Estep 
Score: -29564442.000000 Penalty: 6171.978516
	Iteration 26Q: 3 clusters Score -2.956444e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 250692 members 
Entering Unmasked Estep 
Score: -29564550.000000 Penalty: 6171.978516
	Iteration 27Q: 3 clusters Score -2.956455e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 250744 members 
Entering Unmasked Estep 
Score: -29564616.000000 Penalty: 6171.978516
	Iteration 28Q: 3 clusters Score -2.956462e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 250777 members 
Entering Unmasked Estep 
Score: -29564682.000000 Penalty: 6171.978516
	Iteration 29Q: 3 clusters Score -2.956468e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 250809 members 
Entering Unmasked Estep 
Score: -29564700.000000 Penalty: 6171.978516
	Iteration 30Q: 3 clusters Score -2.95647e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 250853 members 
Entering Unmasked Estep 
Score: -29564692.000000 Penalty: 6171.978516
	Iteration 31Q: 3 clusters Score -2.956469e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 250890 members 
Entering Unmasked Estep 
Score: -29564750.000000 Penalty: 6171.978516
	Iteration 32Q: 3 clusters Score -2.956475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 250915 members 
Entering Unmasked Estep 
Score: -29564746.000000 Penalty: 6171.978516
	Iteration 33Q: 3 clusters Score -2.956475e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 250940 members 
Entering Unmasked Estep 
Score: -29564762.000000 Penalty: 6171.978516
	Iteration 34Q: 3 clusters Score -2.956476e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 250965 members 
Entering Unmasked Estep 
Score: -29564764.000000 Penalty: 6171.978516
	Iteration 35Q: 3 clusters Score -2.956476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 250981 members 
Entering Unmasked Estep 
Score: -29564758.000000 Penalty: 6171.978516
	Iteration 36Q: 3 clusters Score -2.956476e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 250988 members 
Entering Unmasked Estep 
Score: -29564748.000000 Penalty: 6171.978516
	Iteration 37Q: 3 clusters Score -2.956475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 250993 members 
Entering Unmasked Estep 
Score: -29564766.000000 Penalty: 6171.978516
	Iteration 38Q: 3 clusters Score -2.956477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 251004 members 
Entering Unmasked Estep 
Score: -29564788.000000 Penalty: 6171.978516
	Iteration 39Q: 3 clusters Score -2.956479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 251009 members 
Entering Unmasked Estep 
Score: -29564802.000000 Penalty: 6171.978516
	Iteration 40F: 3 clusters Score -2.95648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 251010 members 
Entering Unmasked Estep 
Score: -29564818.000000 Penalty: 6171.978516
	Iteration 41Q: 3 clusters Score -2.956482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 251008 members 
Entering Unmasked Estep 
Score: -29564830.000000 Penalty: 6171.978516
	Iteration 42Q: 3 clusters Score -2.956483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 251010 members 
Entering Unmasked Estep 
Score: -29564814.000000 Penalty: 6171.978516
	Iteration 43Q: 3 clusters Score -2.956481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 251014 members 
Entering Unmasked Estep 
Score: -29564804.000000 Penalty: 6171.978516
	Iteration 44Q: 3 clusters Score -2.95648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 251017 members 
Entering Unmasked Estep 
Score: -29564814.000000 Penalty: 6171.978516
	Iteration 45Q: 3 clusters Score -2.956481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 251020 members 
Entering Unmasked Estep 
Score: -29564784.000000 Penalty: 6171.978516
	Iteration 46Q: 3 clusters Score -2.956478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 251025 members 
Entering Unmasked Estep 
Score: -29564810.000000 Penalty: 6171.978516
	Iteration 47Q: 3 clusters Score -2.956481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 251034 members 
Entering Unmasked Estep 
Score: -29564822.000000 Penalty: 6171.978516
	Iteration 48Q: 3 clusters Score -2.956482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 251048 members 
Entering Unmasked Estep 
Score: -29564804.000000 Penalty: 6171.978516
	Iteration 49Q: 3 clusters Score -2.95648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 251056 members 
Entering Unmasked Estep 
Score: -29564814.000000 Penalty: 6171.978516
	Iteration 50Q: 3 clusters Score -2.956481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 251068 members 
Entering Unmasked Estep 
Score: -29564800.000000 Penalty: 6171.978516
	Iteration 51Q: 3 clusters Score -2.95648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 251075 members 
Entering Unmasked Estep 
Score: -29564800.000000 Penalty: 6171.978516
	Iteration 52Q: 3 clusters Score -2.95648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 251078 members 
Entering Unmasked Estep 
Score: -29564796.000000 Penalty: 6171.978516
	Iteration 53Q: 3 clusters Score -2.95648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 251081 members 
Entering Unmasked Estep 
Score: -29564790.000000 Penalty: 6171.978516
	Iteration 54Q: 3 clusters Score -2.956479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 251084 members 
Entering Unmasked Estep 
Score: -29564800.000000 Penalty: 6171.978516
	Iteration 55Q: 3 clusters Score -2.95648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 251091 members 
Entering Unmasked Estep 
Score: -29564806.000000 Penalty: 6171.978516
	Iteration 56Q: 3 clusters Score -2.956481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 251093 members 
Entering Unmasked Estep 
Score: -29564834.000000 Penalty: 6171.978516
	Iteration 57Q: 3 clusters Score -2.956483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 251094 members 
Entering Unmasked Estep 
Score: -29564836.000000 Penalty: 6171.978516
	Iteration 58Q: 3 clusters Score -2.956484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 251096 members 
Entering Unmasked Estep 
Score: -29564828.000000 Penalty: 6171.978516
	Iteration 59Q: 3 clusters Score -2.956483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 251098 members 
Entering Unmasked Estep 
Score: -29564838.000000 Penalty: 6171.978516
	Iteration 60F: 3 clusters Score -2.956484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 251097 members 
Entering Unmasked Estep 
Score: -29564840.000000 Penalty: 6171.978516
	Iteration 61Q: 3 clusters Score -2.956484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 251098 members 
Entering Unmasked Estep 
Score: -29564842.000000 Penalty: 6171.978516
	Iteration 62Q: 3 clusters Score -2.956484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 251103 members 
Entering Unmasked Estep 
Score: -29564844.000000 Penalty: 6171.978516
	Iteration 63Q: 3 clusters Score -2.956484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 251106 members 
Entering Unmasked Estep 
Score: -29564852.000000 Penalty: 6171.978516
	Iteration 64Q: 3 clusters Score -2.956485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 251113 members 
Entering Unmasked Estep 
Score: -29564868.000000 Penalty: 6171.978516
	Iteration 65Q: 3 clusters Score -2.956487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 251116 members 
Entering Unmasked Estep 
Score: -29564876.000000 Penalty: 6171.978516
	Iteration 66Q: 3 clusters Score -2.956488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 251118 members 
Entering Unmasked Estep 
Score: -29564874.000000 Penalty: 6171.978516
	Iteration 67Q: 3 clusters Score -2.956487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 251120 members 
Entering Unmasked Estep 
Score: -29564886.000000 Penalty: 6171.978516
	Iteration 68Q: 3 clusters Score -2.956489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 251122 members 
Entering Unmasked Estep 
Score: -29564878.000000 Penalty: 6171.978516
	Iteration 69Q: 3 clusters Score -2.956488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 251126 members 
Entering Unmasked Estep 
Score: -29564880.000000 Penalty: 6171.978516
	Iteration 70Q: 3 clusters Score -2.956488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 251131 members 
Entering Unmasked Estep 
Score: -29564888.000000 Penalty: 6171.978516
	Iteration 71Q: 3 clusters Score -2.956489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 251133 members 
Entering Unmasked Estep 
Score: -29564868.000000 Penalty: 6171.978516
	Iteration 72Q: 3 clusters Score -2.956487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 251135 members 
Entering Unmasked Estep 
Score: -29564878.000000 Penalty: 6171.978516
	Iteration 73Q: 3 clusters Score -2.956488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 251136 members 
Entering Unmasked Estep 
Score: -29564886.000000 Penalty: 6171.978516
	Iteration 74Q: 3 clusters Score -2.956489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 251137 members 
Entering Unmasked Estep 
Score: -29564900.000000 Penalty: 6171.978516
	Iteration 75Q: 3 clusters Score -2.95649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 251138 members 
Entering Unmasked Estep 
Score: -29564902.000000 Penalty: 6171.978516
	Iteration 76Q: 3 clusters Score -2.95649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 251137 members 
Entering Unmasked Estep 
Score: -29564900.000000 Penalty: 6171.978516
	Iteration 77Q: 3 clusters Score -2.95649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 251137 members 
Entering Unmasked Estep 
Score: -29564900.000000 Penalty: 6171.978516
	Iteration 78F: 3 clusters Score -2.95649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (93368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93368 members 
Entering Unmasked Estep 
Score: -10881667.000000 Penalty: 2838.187256
	Iteration 0F: 2 clusters Score -1.088167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -10819024.000000 Penalty: 5676.374512
	Iteration 0F: 3 clusters Score -1.081902e+07 nChanged 44126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -10844214.000000 Penalty: 5676.374512
	Iteration 1F: 3 clusters Score -1.084421e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -10845071.000000 Penalty: 5676.374512
	Iteration 2Q: 3 clusters Score -1.084507e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -10846084.000000 Penalty: 5676.374512
	Iteration 3Q: 3 clusters Score -1.084608e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -10847490.000000 Penalty: 5676.374512
	Iteration 4Q: 3 clusters Score -1.084749e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -10849594.000000 Penalty: 5676.374512
	Iteration 5Q: 3 clusters Score -1.084959e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 59322 members 
Entering Unmasked Estep 
Score: -10852587.000000 Penalty: 5676.374512
	Iteration 6F: 3 clusters Score -1.085259e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -10856243.000000 Penalty: 5676.374512
	Iteration 7F: 3 clusters Score -1.085624e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 69667 members 
Entering Unmasked Estep 
Score: -10860539.000000 Penalty: 5676.374512
	Iteration 8F: 3 clusters Score -1.086054e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
Score: -10865169.000000 Penalty: 5676.374512
	Iteration 9F: 3 clusters Score -1.086517e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -10869460.000000 Penalty: 5676.374512
	Iteration 10F: 3 clusters Score -1.086946e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -10872981.000000 Penalty: 5676.374512
	Iteration 11Q: 3 clusters Score -1.087298e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 87609 members 
Entering Unmasked Estep 
Score: -10875586.000000 Penalty: 5676.374512
	Iteration 12Q: 3 clusters Score -1.087559e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 89434 members 
Entering Unmasked Estep 
Score: -10877203.000000 Penalty: 5676.374512
	Iteration 13Q: 3 clusters Score -1.08772e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 90439 members 
Entering Unmasked Estep 
Score: -10878141.000000 Penalty: 5676.374512
	Iteration 14Q: 3 clusters Score -1.087814e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -10878650.000000 Penalty: 5676.374512
	Iteration 15Q: 3 clusters Score -1.087865e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 91308 members 
Entering Unmasked Estep 
Score: -10879015.000000 Penalty: 5676.374512
	Iteration 16Q: 3 clusters Score -1.087902e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -10879281.000000 Penalty: 5676.374512
	Iteration 17Q: 3 clusters Score -1.087928e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -10879349.000000 Penalty: 5676.374512
	Iteration 18Q: 3 clusters Score -1.087935e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -10879449.000000 Penalty: 5676.374512
	Iteration 19Q: 3 clusters Score -1.087945e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -10879520.000000 Penalty: 5676.374512
	Iteration 20F: 3 clusters Score -1.087952e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -10879543.000000 Penalty: 5676.374512
	Iteration 21Q: 3 clusters Score -1.087954e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 91949 members 
Entering Unmasked Estep 
Score: -10879592.000000 Penalty: 5676.374512
	Iteration 22Q: 3 clusters Score -1.087959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 91983 members 
Entering Unmasked Estep 
Score: -10879598.000000 Penalty: 5676.374512
	Iteration 23Q: 3 clusters Score -1.08796e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 92017 members 
Entering Unmasked Estep 
Score: -10879608.000000 Penalty: 5676.374512
	Iteration 24Q: 3 clusters Score -1.087961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -10879627.000000 Penalty: 5676.374512
	Iteration 25Q: 3 clusters Score -1.087963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 92046 members 
Entering Unmasked Estep 
Score: -10879635.000000 Penalty: 5676.374512
	Iteration 26Q: 3 clusters Score -1.087964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 92053 members 
Entering Unmasked Estep 
Score: -10879636.000000 Penalty: 5676.374512
	Iteration 27Q: 3 clusters Score -1.087964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -10879649.000000 Penalty: 5676.374512
	Iteration 28Q: 3 clusters Score -1.087965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -10879669.000000 Penalty: 5676.374512
	Iteration 29Q: 3 clusters Score -1.087967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 92081 members 
Entering Unmasked Estep 
Score: -10879670.000000 Penalty: 5676.374512
	Iteration 30Q: 3 clusters Score -1.087967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 92089 members 
Entering Unmasked Estep 
Score: -10879681.000000 Penalty: 5676.374512
	Iteration 31Q: 3 clusters Score -1.087968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -10879669.000000 Penalty: 5676.374512
	Iteration 32Q: 3 clusters Score -1.087967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -10879668.000000 Penalty: 5676.374512
	Iteration 33Q: 3 clusters Score -1.087967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -10879670.000000 Penalty: 5676.374512
	Iteration 34Q: 3 clusters Score -1.087967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -10879665.000000 Penalty: 5676.374512
	Iteration 35Q: 3 clusters Score -1.087966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -10879666.000000 Penalty: 5676.374512
	Iteration 36Q: 3 clusters Score -1.087967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -10879671.000000 Penalty: 5676.374512
	Iteration 37Q: 3 clusters Score -1.087967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 92122 members 
Entering Unmasked Estep 
Score: -10879673.000000 Penalty: 5676.374512
	Iteration 38Q: 3 clusters Score -1.087967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -10879688.000000 Penalty: 5676.374512
	Iteration 39Q: 3 clusters Score -1.087969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -10879682.000000 Penalty: 5676.374512
	Iteration 40F: 3 clusters Score -1.087968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -10879687.000000 Penalty: 5676.374512
	Iteration 41Q: 3 clusters Score -1.087969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -10879686.000000 Penalty: 5676.374512
	Iteration 42Q: 3 clusters Score -1.087969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -10879686.000000 Penalty: 5676.374512
	Iteration 43F: 3 clusters Score -1.087969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Entering Unmasked Estep 
Score: -2192397.500000 Penalty: 2437.893799
	Iteration 0F: 2 clusters Score -2192398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2179264.250000 Penalty: 4875.787598
	Iteration 0F: 3 clusters Score -2179264 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2183712.250000 Penalty: 4875.787598
	Iteration 1F: 3 clusters Score -2183712 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2184273.500000 Penalty: 4875.787598
	Iteration 2F: 3 clusters Score -2184274 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2184994.250000 Penalty: 4875.787598
	Iteration 3F: 3 clusters Score -2184994 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2185957.500000 Penalty: 4875.787598
	Iteration 4F: 3 clusters Score -2185958 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2187016.500000 Penalty: 4875.787598
	Iteration 5F: 3 clusters Score -2187016 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2188003.250000 Penalty: 4875.787598
	Iteration 6F: 3 clusters Score -2188003 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2188808.000000 Penalty: 4875.787598
	Iteration 7F: 3 clusters Score -2188808 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2189419.500000 Penalty: 4875.787598
	Iteration 8Q: 3 clusters Score -2189420 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2189846.750000 Penalty: 4875.787598
	Iteration 9Q: 3 clusters Score -2189847 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2190116.250000 Penalty: 4875.787598
	Iteration 10Q: 3 clusters Score -2190116 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2190263.750000 Penalty: 4875.787598
	Iteration 11Q: 3 clusters Score -2190264 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2190340.500000 Penalty: 4875.787598
	Iteration 12Q: 3 clusters Score -2190340 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2190397.000000 Penalty: 4875.787598
	Iteration 13Q: 3 clusters Score -2190397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2190442.750000 Penalty: 4875.787598
	Iteration 14Q: 3 clusters Score -2190443 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2190485.000000 Penalty: 4875.787598
	Iteration 15Q: 3 clusters Score -2190485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2190515.750000 Penalty: 4875.787598
	Iteration 16Q: 3 clusters Score -2190516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2190549.500000 Penalty: 4875.787598
	Iteration 17Q: 3 clusters Score -2190550 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2190588.000000 Penalty: 4875.787598
	Iteration 18Q: 3 clusters Score -2190588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2190616.750000 Penalty: 4875.787598
	Iteration 19Q: 3 clusters Score -2190617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2190638.000000 Penalty: 4875.787598
	Iteration 20F: 3 clusters Score -2190638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2190659.500000 Penalty: 4875.787598
	Iteration 21Q: 3 clusters Score -2190660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2190682.000000 Penalty: 4875.787598
	Iteration 22Q: 3 clusters Score -2190682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2190700.750000 Penalty: 4875.787598
	Iteration 23Q: 3 clusters Score -2190701 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2190712.750000 Penalty: 4875.787598
	Iteration 24Q: 3 clusters Score -2190713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2190719.750000 Penalty: 4875.787598
	Iteration 25Q: 3 clusters Score -2190720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2190727.500000 Penalty: 4875.787598
	Iteration 26Q: 3 clusters Score -2190728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2190732.250000 Penalty: 4875.787598
	Iteration 27Q: 3 clusters Score -2190732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2190738.750000 Penalty: 4875.787598
	Iteration 28Q: 3 clusters Score -2190739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2190749.250000 Penalty: 4875.787598
	Iteration 29Q: 3 clusters Score -2190749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2190752.250000 Penalty: 4875.787598
	Iteration 30Q: 3 clusters Score -2190752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2190763.250000 Penalty: 4875.787598
	Iteration 31Q: 3 clusters Score -2190763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2190774.250000 Penalty: 4875.787598
	Iteration 32Q: 3 clusters Score -2190774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2190780.000000 Penalty: 4875.787598
	Iteration 33Q: 3 clusters Score -2190780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -2190794.000000 Penalty: 4875.787598
	Iteration 34Q: 3 clusters Score -2190794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2190808.500000 Penalty: 4875.787598
	Iteration 35Q: 3 clusters Score -2190808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2190829.000000 Penalty: 4875.787598
	Iteration 36Q: 3 clusters Score -2190829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2190846.000000 Penalty: 4875.787598
	Iteration 37Q: 3 clusters Score -2190846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2190854.000000 Penalty: 4875.787598
	Iteration 38Q: 3 clusters Score -2190854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2190868.250000 Penalty: 4875.787598
	Iteration 39Q: 3 clusters Score -2190868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2190881.000000 Penalty: 4875.787598
	Iteration 40F: 3 clusters Score -2190881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2190890.750000 Penalty: 4875.787598
	Iteration 41Q: 3 clusters Score -2190891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2190901.000000 Penalty: 4875.787598
	Iteration 42Q: 3 clusters Score -2190901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2190905.250000 Penalty: 4875.787598
	Iteration 43Q: 3 clusters Score -2190905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2190907.000000 Penalty: 4875.787598
	Iteration 44Q: 3 clusters Score -2190907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2190915.500000 Penalty: 4875.787598
	Iteration 45Q: 3 clusters Score -2190916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2190920.250000 Penalty: 4875.787598
	Iteration 46Q: 3 clusters Score -2190920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2190922.000000 Penalty: 4875.787598
	Iteration 47Q: 3 clusters Score -2190922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2190921.250000 Penalty: 4875.787598
	Iteration 48Q: 3 clusters Score -2190921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2190928.250000 Penalty: 4875.787598
	Iteration 49Q: 3 clusters Score -2190928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2190926.000000 Penalty: 4875.787598
	Iteration 50Q: 3 clusters Score -2190926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2190927.000000 Penalty: 4875.787598
	Iteration 51Q: 3 clusters Score -2190927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2190927.000000 Penalty: 4875.787598
	Iteration 52Q: 3 clusters Score -2190927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2190924.750000 Penalty: 4875.787598
	Iteration 53Q: 3 clusters Score -2190925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -2190926.750000 Penalty: 4875.787598
	Iteration 54Q: 3 clusters Score -2190927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2190930.250000 Penalty: 4875.787598
	Iteration 55Q: 3 clusters Score -2190930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2190931.500000 Penalty: 4875.787598
	Iteration 56Q: 3 clusters Score -2190932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2190931.250000 Penalty: 4875.787598
	Iteration 57Q: 3 clusters Score -2190931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2190931.750000 Penalty: 4875.787598
	Iteration 58Q: 3 clusters Score -2190932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2190934.250000 Penalty: 4875.787598
	Iteration 59Q: 3 clusters Score -2190934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2190931.750000 Penalty: 4875.787598
	Iteration 60F: 3 clusters Score -2190932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2190932.500000 Penalty: 4875.787598
	Iteration 61Q: 3 clusters Score -2190932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2190933.250000 Penalty: 4875.787598
	Iteration 62Q: 3 clusters Score -2190933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2190934.250000 Penalty: 4875.787598
	Iteration 63Q: 3 clusters Score -2190934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2190934.750000 Penalty: 4875.787598
	Iteration 64Q: 3 clusters Score -2190935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2190932.750000 Penalty: 4875.787598
	Iteration 65Q: 3 clusters Score -2190933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2190934.750000 Penalty: 4875.787598
	Iteration 66Q: 3 clusters Score -2190935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2190937.750000 Penalty: 4875.787598
	Iteration 67Q: 3 clusters Score -2190938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2190933.250000 Penalty: 4875.787598
	Iteration 68Q: 3 clusters Score -2190933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2190938.750000 Penalty: 4875.787598
	Iteration 69Q: 3 clusters Score -2190939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2190940.250000 Penalty: 4875.787598
	Iteration 70Q: 3 clusters Score -2190940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2190938.750000 Penalty: 4875.787598
	Iteration 71Q: 3 clusters Score -2190939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2190939.000000 Penalty: 4875.787598
	Iteration 72Q: 3 clusters Score -2190939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2190936.250000 Penalty: 4875.787598
	Iteration 73Q: 3 clusters Score -2190936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2190937.750000 Penalty: 4875.787598
	Iteration 74Q: 3 clusters Score -2190938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2190938.750000 Penalty: 4875.787598
	Iteration 75Q: 3 clusters Score -2190939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2190942.500000 Penalty: 4875.787598
	Iteration 76Q: 3 clusters Score -2190942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2190940.750000 Penalty: 4875.787598
	Iteration 77Q: 3 clusters Score -2190941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2190941.250000 Penalty: 4875.787598
	Iteration 78Q: 3 clusters Score -2190941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2190938.000000 Penalty: 4875.787598
	Iteration 79Q: 3 clusters Score -2190938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2190939.750000 Penalty: 4875.787598
	Iteration 80F: 3 clusters Score -2190940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2190939.500000 Penalty: 4875.787598
	Iteration 81Q: 3 clusters Score -2190940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2190944.750000 Penalty: 4875.787598
	Iteration 82Q: 3 clusters Score -2190945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2190942.250000 Penalty: 4875.787598
	Iteration 83Q: 3 clusters Score -2190942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2190944.500000 Penalty: 4875.787598
	Iteration 84Q: 3 clusters Score -2190944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2190944.750000 Penalty: 4875.787598
	Iteration 85Q: 3 clusters Score -2190945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2190941.250000 Penalty: 4875.787598
	Iteration 86Q: 3 clusters Score -2190941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2190941.250000 Penalty: 4875.787598
	Iteration 87Q: 3 clusters Score -2190941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2190941.250000 Penalty: 4875.787598
	Iteration 88F: 3 clusters Score -2190941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41637.964844 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -41637.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40279.414062 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -40279.41 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40606.820312 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -40606.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40659.511719 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -40659.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40708.960938 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -40708.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40761.046875 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -40761.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40789.984375 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -40789.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40814.027344 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -40814.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40833.281250 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -40833.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40866.816406 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -40866.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40912.296875 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -40912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -40934.351562 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -40934.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40943.679688 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -40943.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -40955.789062 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -40955.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40962.804688 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -40962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40972.199219 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -40972.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40991.656250 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -40991.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41021.484375 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -41021.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41060.207031 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -41060.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41096.050781 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -41096.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41133.414062 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -41133.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41213.832031 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -41213.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41351.222656 Penalty: 3021.289795
	Iteration 21Q: 3 clusters Score -41351.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41395.152344 Penalty: 3021.289795
	Iteration 22Q: 3 clusters Score -41395.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41424.636719 Penalty: 3021.289795
	Iteration 23Q: 3 clusters Score -41424.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -41443.304688 Penalty: 3021.289795
	Iteration 24Q: 3 clusters Score -41443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41449.394531 Penalty: 3021.289795
	Iteration 25Q: 3 clusters Score -41449.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41449.394531 Penalty: 3021.289795
	Iteration 26F: 3 clusters Score -41449.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Entering Unmasked Estep 
Score: -4216826.000000 Penalty: 2602.578857
	Iteration 0F: 2 clusters Score -4216826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4192277.250000 Penalty: 5205.157715
	Iteration 0F: 3 clusters Score -4192277 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4201418.500000 Penalty: 5205.157715
	Iteration 1F: 3 clusters Score -4201418 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -4202176.500000 Penalty: 5205.157715
	Iteration 2Q: 3 clusters Score -4202176 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -4203175.000000 Penalty: 5205.157715
	Iteration 3Q: 3 clusters Score -4203175 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -4204442.000000 Penalty: 5205.157715
	Iteration 4F: 3 clusters Score -4204442 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4205698.500000 Penalty: 5205.157715
	Iteration 5F: 3 clusters Score -4205698 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4206835.500000 Penalty: 5205.157715
	Iteration 6F: 3 clusters Score -4206836 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4207885.000000 Penalty: 5205.157715
	Iteration 7F: 3 clusters Score -4207885 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4208794.500000 Penalty: 5205.157715
	Iteration 8F: 3 clusters Score -4208794 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4209579.500000 Penalty: 5205.157715
	Iteration 9Q: 3 clusters Score -4209580 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4210217.500000 Penalty: 5205.157715
	Iteration 10Q: 3 clusters Score -4210218 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -4210811.000000 Penalty: 5205.157715
	Iteration 11Q: 3 clusters Score -4210811 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4211460.000000 Penalty: 5205.157715
	Iteration 12Q: 3 clusters Score -4211460 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -4212272.000000 Penalty: 5205.157715
	Iteration 13Q: 3 clusters Score -4212272 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -4213253.500000 Penalty: 5205.157715
	Iteration 14Q: 3 clusters Score -4213254 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4214202.500000 Penalty: 5205.157715
	Iteration 15Q: 3 clusters Score -4214202 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -4214807.500000 Penalty: 5205.157715
	Iteration 16Q: 3 clusters Score -4214808 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4215131.000000 Penalty: 5205.157715
	Iteration 17Q: 3 clusters Score -4215131 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4215296.500000 Penalty: 5205.157715
	Iteration 18Q: 3 clusters Score -4215296 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -4215399.000000 Penalty: 5205.157715
	Iteration 19Q: 3 clusters Score -4215399 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4215502.500000 Penalty: 5205.157715
	Iteration 20F: 3 clusters Score -4215502 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -4215569.000000 Penalty: 5205.157715
	Iteration 21Q: 3 clusters Score -4215569 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4215610.500000 Penalty: 5205.157715
	Iteration 22Q: 3 clusters Score -4215610 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -4215678.000000 Penalty: 5205.157715
	Iteration 23Q: 3 clusters Score -4215678 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -4215734.500000 Penalty: 5205.157715
	Iteration 24Q: 3 clusters Score -4215734 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -4215806.500000 Penalty: 5205.157715
	Iteration 25Q: 3 clusters Score -4215806 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4215853.500000 Penalty: 5205.157715
	Iteration 26Q: 3 clusters Score -4215854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4215883.500000 Penalty: 5205.157715
	Iteration 27Q: 3 clusters Score -4215884 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4215971.000000 Penalty: 5205.157715
	Iteration 28Q: 3 clusters Score -4215971 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -4216000.500000 Penalty: 5205.157715
	Iteration 29Q: 3 clusters Score -4216000 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -4216067.500000 Penalty: 5205.157715
	Iteration 30Q: 3 clusters Score -4216068 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4216132.500000 Penalty: 5205.157715
	Iteration 31Q: 3 clusters Score -4216132 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4216177.500000 Penalty: 5205.157715
	Iteration 32Q: 3 clusters Score -4216178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4216229.000000 Penalty: 5205.157715
	Iteration 33Q: 3 clusters Score -4216229 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4216249.500000 Penalty: 5205.157715
	Iteration 34Q: 3 clusters Score -4216250 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4216292.500000 Penalty: 5205.157715
	Iteration 35Q: 3 clusters Score -4216292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -4216301.000000 Penalty: 5205.157715
	Iteration 36Q: 3 clusters Score -4216301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4216304.000000 Penalty: 5205.157715
	Iteration 37Q: 3 clusters Score -4216304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -4216314.000000 Penalty: 5205.157715
	Iteration 38Q: 3 clusters Score -4216314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4216329.500000 Penalty: 5205.157715
	Iteration 39Q: 3 clusters Score -4216330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4216340.000000 Penalty: 5205.157715
	Iteration 40F: 3 clusters Score -4216340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4216346.500000 Penalty: 5205.157715
	Iteration 41Q: 3 clusters Score -4216346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4216349.500000 Penalty: 5205.157715
	Iteration 42Q: 3 clusters Score -4216350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4216345.000000 Penalty: 5205.157715
	Iteration 43Q: 3 clusters Score -4216345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4216347.500000 Penalty: 5205.157715
	Iteration 44Q: 3 clusters Score -4216348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4216344.000000 Penalty: 5205.157715
	Iteration 45Q: 3 clusters Score -4216344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4216350.000000 Penalty: 5205.157715
	Iteration 46Q: 3 clusters Score -4216350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4216358.000000 Penalty: 5205.157715
	Iteration 47Q: 3 clusters Score -4216358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4216366.000000 Penalty: 5205.157715
	Iteration 48Q: 3 clusters Score -4216366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4216372.000000 Penalty: 5205.157715
	Iteration 49Q: 3 clusters Score -4216372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4216369.500000 Penalty: 5205.157715
	Iteration 50Q: 3 clusters Score -4216370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4216377.000000 Penalty: 5205.157715
	Iteration 51Q: 3 clusters Score -4216377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4216373.000000 Penalty: 5205.157715
	Iteration 52Q: 3 clusters Score -4216373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -4216372.000000 Penalty: 5205.157715
	Iteration 53Q: 3 clusters Score -4216372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4216366.000000 Penalty: 5205.157715
	Iteration 54Q: 3 clusters Score -4216366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4216370.500000 Penalty: 5205.157715
	Iteration 55Q: 3 clusters Score -4216370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4216370.500000 Penalty: 5205.157715
	Iteration 56Q: 3 clusters Score -4216370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4216376.000000 Penalty: 5205.157715
	Iteration 57Q: 3 clusters Score -4216376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4216375.500000 Penalty: 5205.157715
	Iteration 58Q: 3 clusters Score -4216376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -4216370.000000 Penalty: 5205.157715
	Iteration 59Q: 3 clusters Score -4216370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -4216373.000000 Penalty: 5205.157715
	Iteration 60F: 3 clusters Score -4216373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4216376.500000 Penalty: 5205.157715
	Iteration 61Q: 3 clusters Score -4216376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4216378.500000 Penalty: 5205.157715
	Iteration 62Q: 3 clusters Score -4216378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4216373.500000 Penalty: 5205.157715
	Iteration 63Q: 3 clusters Score -4216374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4216373.500000 Penalty: 5205.157715
	Iteration 64F: 3 clusters Score -4216374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Entering Unmasked Estep 
Score: -820041.062500 Penalty: 2211.193604
	Iteration 0F: 2 clusters Score -820041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -814029.125000 Penalty: 4422.387207
	Iteration 0F: 3 clusters Score -814029.1 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -815708.437500 Penalty: 4422.387207
	Iteration 1F: 3 clusters Score -815708.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -816054.937500 Penalty: 4422.387207
	Iteration 2F: 3 clusters Score -816054.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -816379.562500 Penalty: 4422.387207
	Iteration 3F: 3 clusters Score -816379.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -816771.062500 Penalty: 4422.387207
	Iteration 4F: 3 clusters Score -816771.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -817269.750000 Penalty: 4422.387207
	Iteration 5F: 3 clusters Score -817269.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -817847.312500 Penalty: 4422.387207
	Iteration 6F: 3 clusters Score -817847.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -818339.062500 Penalty: 4422.387207
	Iteration 7F: 3 clusters Score -818339.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -818684.062500 Penalty: 4422.387207
	Iteration 8F: 3 clusters Score -818684.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -818891.062500 Penalty: 4422.387207
	Iteration 9Q: 3 clusters Score -818891.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -818982.625000 Penalty: 4422.387207
	Iteration 10Q: 3 clusters Score -818982.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -819032.500000 Penalty: 4422.387207
	Iteration 11Q: 3 clusters Score -819032.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -819056.937500 Penalty: 4422.387207
	Iteration 12Q: 3 clusters Score -819056.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -819078.312500 Penalty: 4422.387207
	Iteration 13Q: 3 clusters Score -819078.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -819087.500000 Penalty: 4422.387207
	Iteration 14Q: 3 clusters Score -819087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -819092.062500 Penalty: 4422.387207
	Iteration 15Q: 3 clusters Score -819092.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -819096.062500 Penalty: 4422.387207
	Iteration 16Q: 3 clusters Score -819096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -819098.187500 Penalty: 4422.387207
	Iteration 17Q: 3 clusters Score -819098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -819100.562500 Penalty: 4422.387207
	Iteration 18Q: 3 clusters Score -819100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -819102.375000 Penalty: 4422.387207
	Iteration 19Q: 3 clusters Score -819102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -819104.812500 Penalty: 4422.387207
	Iteration 20F: 3 clusters Score -819104.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -819104.375000 Penalty: 4422.387207
	Iteration 21Q: 3 clusters Score -819104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -819105.562500 Penalty: 4422.387207
	Iteration 22Q: 3 clusters Score -819105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -819107.437500 Penalty: 4422.387207
	Iteration 23Q: 3 clusters Score -819107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -819107.375000 Penalty: 4422.387207
	Iteration 24Q: 3 clusters Score -819107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -819108.875000 Penalty: 4422.387207
	Iteration 25Q: 3 clusters Score -819108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -819107.875000 Penalty: 4422.387207
	Iteration 26Q: 3 clusters Score -819107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -819108.875000 Penalty: 4422.387207
	Iteration 27Q: 3 clusters Score -819108.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -819112.812500 Penalty: 4422.387207
	Iteration 28Q: 3 clusters Score -819112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -819114.437500 Penalty: 4422.387207
	Iteration 29Q: 3 clusters Score -819114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -819114.875000 Penalty: 4422.387207
	Iteration 30Q: 3 clusters Score -819114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -819115.750000 Penalty: 4422.387207
	Iteration 31Q: 3 clusters Score -819115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -819116.187500 Penalty: 4422.387207
	Iteration 32Q: 3 clusters Score -819116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -819116.625000 Penalty: 4422.387207
	Iteration 33Q: 3 clusters Score -819116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -819115.562500 Penalty: 4422.387207
	Iteration 34Q: 3 clusters Score -819115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -819116.750000 Penalty: 4422.387207
	Iteration 35Q: 3 clusters Score -819116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -819116.750000 Penalty: 4422.387207
	Iteration 36F: 3 clusters Score -819116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1113315.625000 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -1113316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1105583.500000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -1105584 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1107870.750000 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -1107871 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1108264.250000 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -1108264 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1108603.875000 Penalty: 4581.880859
	Iteration 3F: 3 clusters Score -1108604 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1108895.875000 Penalty: 4581.880859
	Iteration 4F: 3 clusters Score -1108896 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1109143.875000 Penalty: 4581.880859
	Iteration 5Q: 3 clusters Score -1109144 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1109385.500000 Penalty: 4581.880859
	Iteration 6Q: 3 clusters Score -1109386 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1109653.750000 Penalty: 4581.880859
	Iteration 7Q: 3 clusters Score -1109654 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1109911.250000 Penalty: 4581.880859
	Iteration 8Q: 3 clusters Score -1109911 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1110097.625000 Penalty: 4581.880859
	Iteration 9Q: 3 clusters Score -1110098 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1110257.250000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -1110257 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1110363.625000 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -1110364 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1110435.875000 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -1110436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1110485.875000 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -1110486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1110532.000000 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -1110532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1110573.375000 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -1110573 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1110618.375000 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -1110618 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1110659.375000 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -1110659 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1110694.375000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -1110694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1110723.000000 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -1110723 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1110742.000000 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -1110742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1110755.750000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -1110756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1110762.250000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -1110762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1110767.125000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -1110767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1110768.875000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -1110769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1110769.750000 Penalty: 4581.880859
	Iteration 25Q: 3 clusters Score -1110770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1110772.625000 Penalty: 4581.880859
	Iteration 26Q: 3 clusters Score -1110773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1110775.875000 Penalty: 4581.880859
	Iteration 27Q: 3 clusters Score -1110776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1110776.250000 Penalty: 4581.880859
	Iteration 28Q: 3 clusters Score -1110776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1110777.750000 Penalty: 4581.880859
	Iteration 29Q: 3 clusters Score -1110778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1110778.250000 Penalty: 4581.880859
	Iteration 30Q: 3 clusters Score -1110778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1110782.000000 Penalty: 4581.880859
	Iteration 31Q: 3 clusters Score -1110782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1110782.250000 Penalty: 4581.880859
	Iteration 32Q: 3 clusters Score -1110782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1110781.125000 Penalty: 4581.880859
	Iteration 33Q: 3 clusters Score -1110781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1110781.375000 Penalty: 4581.880859
	Iteration 34Q: 3 clusters Score -1110781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1110781.000000 Penalty: 4581.880859
	Iteration 35Q: 3 clusters Score -1110781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1110782.125000 Penalty: 4581.880859
	Iteration 36Q: 3 clusters Score -1110782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1110781.875000 Penalty: 4581.880859
	Iteration 37Q: 3 clusters Score -1110782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1110781.500000 Penalty: 4581.880859
	Iteration 38Q: 3 clusters Score -1110782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1110784.125000 Penalty: 4581.880859
	Iteration 39Q: 3 clusters Score -1110784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1110785.250000 Penalty: 4581.880859
	Iteration 40F: 3 clusters Score -1110785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1110786.500000 Penalty: 4581.880859
	Iteration 41Q: 3 clusters Score -1110786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1110785.000000 Penalty: 4581.880859
	Iteration 42Q: 3 clusters Score -1110785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1110785.125000 Penalty: 4581.880859
	Iteration 43Q: 3 clusters Score -1110785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1110784.250000 Penalty: 4581.880859
	Iteration 44Q: 3 clusters Score -1110784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1110789.375000 Penalty: 4581.880859
	Iteration 45Q: 3 clusters Score -1110789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1110788.125000 Penalty: 4581.880859
	Iteration 46Q: 3 clusters Score -1110788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1110785.375000 Penalty: 4581.880859
	Iteration 47Q: 3 clusters Score -1110785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1110786.750000 Penalty: 4581.880859
	Iteration 48Q: 3 clusters Score -1110787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1110787.000000 Penalty: 4581.880859
	Iteration 49Q: 3 clusters Score -1110787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1110789.500000 Penalty: 4581.880859
	Iteration 50Q: 3 clusters Score -1110790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1110788.750000 Penalty: 4581.880859
	Iteration 51Q: 3 clusters Score -1110789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1110788.875000 Penalty: 4581.880859
	Iteration 52Q: 3 clusters Score -1110789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1110791.125000 Penalty: 4581.880859
	Iteration 53Q: 3 clusters Score -1110791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1110791.125000 Penalty: 4581.880859
	Iteration 54F: 3 clusters Score -1110791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (129631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129631 members 
Entering Unmasked Estep 
Score: -14857039.000000 Penalty: 2919.566895
	Iteration 0F: 2 clusters Score -1.485704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -14770712.000000 Penalty: 5839.133789
	Iteration 0F: 3 clusters Score -1.477071e+07 nChanged 61688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -14805521.000000 Penalty: 5839.133789
	Iteration 1F: 3 clusters Score -1.480552e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -14806357.000000 Penalty: 5839.133789
	Iteration 2Q: 3 clusters Score -1.480636e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -14807108.000000 Penalty: 5839.133789
	Iteration 3Q: 3 clusters Score -1.480711e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -14807930.000000 Penalty: 5839.133789
	Iteration 4Q: 3 clusters Score -1.480793e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -14808999.000000 Penalty: 5839.133789
	Iteration 5Q: 3 clusters Score -1.4809e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -14810582.000000 Penalty: 5839.133789
	Iteration 6Q: 3 clusters Score -1.481058e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -14813105.000000 Penalty: 5839.133789
	Iteration 7Q: 3 clusters Score -1.48131e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -14817884.000000 Penalty: 5839.133789
	Iteration 8F: 3 clusters Score -1.481788e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -14825793.000000 Penalty: 5839.133789
	Iteration 9F: 3 clusters Score -1.482579e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111645 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -14836964.000000 Penalty: 5839.133789
	Iteration 10F: 3 clusters Score -1.483696e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121901 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -14847072.000000 Penalty: 5839.133789
	Iteration 11F: 3 clusters Score -1.484707e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -14852284.000000 Penalty: 5839.133789
	Iteration 12Q: 3 clusters Score -1.485228e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -14853778.000000 Penalty: 5839.133789
	Iteration 13Q: 3 clusters Score -1.485378e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129312 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -14854170.000000 Penalty: 5839.133789
	Iteration 14Q: 3 clusters Score -1.485417e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14854310.000000 Penalty: 5839.133789
	Iteration 15Q: 3 clusters Score -1.485431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129433 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14854388.000000 Penalty: 5839.133789
	Iteration 16Q: 3 clusters Score -1.485439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14854415.000000 Penalty: 5839.133789
	Iteration 17Q: 3 clusters Score -1.485442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129445 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -14854424.000000 Penalty: 5839.133789
	Iteration 18Q: 3 clusters Score -1.485442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129449 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14854430.000000 Penalty: 5839.133789
	Iteration 19Q: 3 clusters Score -1.485443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129450 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14854429.000000 Penalty: 5839.133789
	Iteration 20F: 3 clusters Score -1.485443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -1758605.625000 Penalty: 2381.675781
	Iteration 0F: 2 clusters Score -1758606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1747880.875000 Penalty: 4763.351562
	Iteration 0F: 3 clusters Score -1747881 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1751312.875000 Penalty: 4763.351562
	Iteration 1F: 3 clusters Score -1751313 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1751711.375000 Penalty: 4763.351562
	Iteration 2F: 3 clusters Score -1751711 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1752083.250000 Penalty: 4763.351562
	Iteration 3F: 3 clusters Score -1752083 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1752495.500000 Penalty: 4763.351562
	Iteration 4F: 3 clusters Score -1752496 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1752965.875000 Penalty: 4763.351562
	Iteration 5F: 3 clusters Score -1752966 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1753505.375000 Penalty: 4763.351562
	Iteration 6F: 3 clusters Score -1753505 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1754080.875000 Penalty: 4763.351562
	Iteration 7F: 3 clusters Score -1754081 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1754656.625000 Penalty: 4763.351562
	Iteration 8F: 3 clusters Score -1754657 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1755137.250000 Penalty: 4763.351562
	Iteration 9Q: 3 clusters Score -1755137 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1755468.750000 Penalty: 4763.351562
	Iteration 10Q: 3 clusters Score -1755469 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1755727.750000 Penalty: 4763.351562
	Iteration 11Q: 3 clusters Score -1755728 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1755942.625000 Penalty: 4763.351562
	Iteration 12Q: 3 clusters Score -1755943 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -1756118.875000 Penalty: 4763.351562
	Iteration 13Q: 3 clusters Score -1756119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1756261.250000 Penalty: 4763.351562
	Iteration 14Q: 3 clusters Score -1756261 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1756371.125000 Penalty: 4763.351562
	Iteration 15Q: 3 clusters Score -1756371 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1756449.500000 Penalty: 4763.351562
	Iteration 16Q: 3 clusters Score -1756450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1756518.375000 Penalty: 4763.351562
	Iteration 17Q: 3 clusters Score -1756518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1756561.250000 Penalty: 4763.351562
	Iteration 18Q: 3 clusters Score -1756561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1756596.500000 Penalty: 4763.351562
	Iteration 19Q: 3 clusters Score -1756596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1756615.125000 Penalty: 4763.351562
	Iteration 20F: 3 clusters Score -1756615 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1756619.375000 Penalty: 4763.351562
	Iteration 21Q: 3 clusters Score -1756619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1756622.125000 Penalty: 4763.351562
	Iteration 22Q: 3 clusters Score -1756622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1756636.250000 Penalty: 4763.351562
	Iteration 23Q: 3 clusters Score -1756636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1756636.875000 Penalty: 4763.351562
	Iteration 24Q: 3 clusters Score -1756637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1756637.375000 Penalty: 4763.351562
	Iteration 25Q: 3 clusters Score -1756637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1756646.875000 Penalty: 4763.351562
	Iteration 26Q: 3 clusters Score -1756647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1756652.250000 Penalty: 4763.351562
	Iteration 27Q: 3 clusters Score -1756652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1756654.750000 Penalty: 4763.351562
	Iteration 28Q: 3 clusters Score -1756655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1756654.750000 Penalty: 4763.351562
	Iteration 29F: 3 clusters Score -1756655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Entering Unmasked Estep 
Score: -1003424.500000 Penalty: 2261.183838
	Iteration 0F: 2 clusters Score -1003424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -996431.437500 Penalty: 4522.367676
	Iteration 0F: 3 clusters Score -996431.4 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -998629.875000 Penalty: 4522.367676
	Iteration 1F: 3 clusters Score -998629.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -999133.062500 Penalty: 4522.367676
	Iteration 2F: 3 clusters Score -999133.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -999577.750000 Penalty: 4522.367676
	Iteration 3F: 3 clusters Score -999577.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1000014.937500 Penalty: 4522.367676
	Iteration 4F: 3 clusters Score -1000015 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1000434.437500 Penalty: 4522.367676
	Iteration 5F: 3 clusters Score -1000434 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1000841.562500 Penalty: 4522.367676
	Iteration 6F: 3 clusters Score -1000842 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1001203.312500 Penalty: 4522.367676
	Iteration 7F: 3 clusters Score -1001203 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1001514.812500 Penalty: 4522.367676
	Iteration 8Q: 3 clusters Score -1001515 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1001746.437500 Penalty: 4522.367676
	Iteration 9Q: 3 clusters Score -1001746 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1001936.562500 Penalty: 4522.367676
	Iteration 10Q: 3 clusters Score -1001937 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1002097.187500 Penalty: 4522.367676
	Iteration 11Q: 3 clusters Score -1002097 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1002220.312500 Penalty: 4522.367676
	Iteration 12Q: 3 clusters Score -1002220 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1002330.562500 Penalty: 4522.367676
	Iteration 13Q: 3 clusters Score -1002331 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1002396.125000 Penalty: 4522.367676
	Iteration 14Q: 3 clusters Score -1002396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1002447.437500 Penalty: 4522.367676
	Iteration 15Q: 3 clusters Score -1002447 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1002500.312500 Penalty: 4522.367676
	Iteration 16Q: 3 clusters Score -1002500 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1002535.125000 Penalty: 4522.367676
	Iteration 17Q: 3 clusters Score -1002535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1002552.062500 Penalty: 4522.367676
	Iteration 18Q: 3 clusters Score -1002552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1002565.250000 Penalty: 4522.367676
	Iteration 19Q: 3 clusters Score -1002565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1002577.687500 Penalty: 4522.367676
	Iteration 20F: 3 clusters Score -1002578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1002587.125000 Penalty: 4522.367676
	Iteration 21Q: 3 clusters Score -1002587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1002599.750000 Penalty: 4522.367676
	Iteration 22Q: 3 clusters Score -1002600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1002605.125000 Penalty: 4522.367676
	Iteration 23Q: 3 clusters Score -1002605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1002608.375000 Penalty: 4522.367676
	Iteration 24Q: 3 clusters Score -1002608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1002609.062500 Penalty: 4522.367676
	Iteration 25Q: 3 clusters Score -1002609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1002608.750000 Penalty: 4522.367676
	Iteration 26Q: 3 clusters Score -1002609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1002608.125000 Penalty: 4522.367676
	Iteration 27Q: 3 clusters Score -1002608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1002608.125000 Penalty: 4522.367676
	Iteration 28F: 3 clusters Score -1002608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (12669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Entering Unmasked Estep 
Score: -1364911.500000 Penalty: 2342.834717
	Iteration 0F: 2 clusters Score -1364912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1355632.375000 Penalty: 4685.669434
	Iteration 0F: 3 clusters Score -1355632 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1358741.375000 Penalty: 4685.669434
	Iteration 1F: 3 clusters Score -1358741 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1359292.375000 Penalty: 4685.669434
	Iteration 2F: 3 clusters Score -1359292 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1359841.750000 Penalty: 4685.669434
	Iteration 3F: 3 clusters Score -1359842 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1360338.250000 Penalty: 4685.669434
	Iteration 4F: 3 clusters Score -1360338 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1360766.750000 Penalty: 4685.669434
	Iteration 5F: 3 clusters Score -1360767 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1361158.875000 Penalty: 4685.669434
	Iteration 6Q: 3 clusters Score -1361159 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1361437.500000 Penalty: 4685.669434
	Iteration 7Q: 3 clusters Score -1361438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1361642.750000 Penalty: 4685.669434
	Iteration 8Q: 3 clusters Score -1361643 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1361795.875000 Penalty: 4685.669434
	Iteration 9Q: 3 clusters Score -1361796 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1361911.625000 Penalty: 4685.669434
	Iteration 10Q: 3 clusters Score -1361912 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1362010.250000 Penalty: 4685.669434
	Iteration 11Q: 3 clusters Score -1362010 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1362098.375000 Penalty: 4685.669434
	Iteration 12Q: 3 clusters Score -1362098 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1362159.875000 Penalty: 4685.669434
	Iteration 13Q: 3 clusters Score -1362160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1362221.125000 Penalty: 4685.669434
	Iteration 14Q: 3 clusters Score -1362221 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1362276.625000 Penalty: 4685.669434
	Iteration 15Q: 3 clusters Score -1362277 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1362317.875000 Penalty: 4685.669434
	Iteration 16Q: 3 clusters Score -1362318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1362359.250000 Penalty: 4685.669434
	Iteration 17Q: 3 clusters Score -1362359 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1362389.125000 Penalty: 4685.669434
	Iteration 18Q: 3 clusters Score -1362389 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1362419.625000 Penalty: 4685.669434
	Iteration 19Q: 3 clusters Score -1362420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1362441.375000 Penalty: 4685.669434
	Iteration 20F: 3 clusters Score -1362441 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1362467.625000 Penalty: 4685.669434
	Iteration 21Q: 3 clusters Score -1362468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1362495.375000 Penalty: 4685.669434
	Iteration 22Q: 3 clusters Score -1362495 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1362520.625000 Penalty: 4685.669434
	Iteration 23Q: 3 clusters Score -1362521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1362548.500000 Penalty: 4685.669434
	Iteration 24Q: 3 clusters Score -1362548 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1362572.625000 Penalty: 4685.669434
	Iteration 25Q: 3 clusters Score -1362573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1362593.500000 Penalty: 4685.669434
	Iteration 26Q: 3 clusters Score -1362594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1362613.375000 Penalty: 4685.669434
	Iteration 27Q: 3 clusters Score -1362613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1362625.500000 Penalty: 4685.669434
	Iteration 28Q: 3 clusters Score -1362626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1362645.500000 Penalty: 4685.669434
	Iteration 29Q: 3 clusters Score -1362646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1362660.250000 Penalty: 4685.669434
	Iteration 30Q: 3 clusters Score -1362660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1362678.125000 Penalty: 4685.669434
	Iteration 31Q: 3 clusters Score -1362678 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1362692.125000 Penalty: 4685.669434
	Iteration 32Q: 3 clusters Score -1362692 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1362704.250000 Penalty: 4685.669434
	Iteration 33Q: 3 clusters Score -1362704 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1362713.250000 Penalty: 4685.669434
	Iteration 34Q: 3 clusters Score -1362713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1362726.125000 Penalty: 4685.669434
	Iteration 35Q: 3 clusters Score -1362726 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1362743.250000 Penalty: 4685.669434
	Iteration 36Q: 3 clusters Score -1362743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1362765.250000 Penalty: 4685.669434
	Iteration 37Q: 3 clusters Score -1362765 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1362783.625000 Penalty: 4685.669434
	Iteration 38Q: 3 clusters Score -1362784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1362800.750000 Penalty: 4685.669434
	Iteration 39Q: 3 clusters Score -1362801 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1362815.500000 Penalty: 4685.669434
	Iteration 40F: 3 clusters Score -1362816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1362846.000000 Penalty: 4685.669434
	Iteration 41Q: 3 clusters Score -1362846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1362860.875000 Penalty: 4685.669434
	Iteration 42Q: 3 clusters Score -1362861 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1362874.875000 Penalty: 4685.669434
	Iteration 43Q: 3 clusters Score -1362875 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1362891.750000 Penalty: 4685.669434
	Iteration 44Q: 3 clusters Score -1362892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1362906.125000 Penalty: 4685.669434
	Iteration 45Q: 3 clusters Score -1362906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1362923.125000 Penalty: 4685.669434
	Iteration 46Q: 3 clusters Score -1362923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1362929.000000 Penalty: 4685.669434
	Iteration 47Q: 3 clusters Score -1362929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1362946.125000 Penalty: 4685.669434
	Iteration 48Q: 3 clusters Score -1362946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1362957.500000 Penalty: 4685.669434
	Iteration 49Q: 3 clusters Score -1362958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1362962.875000 Penalty: 4685.669434
	Iteration 50Q: 3 clusters Score -1362963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1362967.750000 Penalty: 4685.669434
	Iteration 51Q: 3 clusters Score -1362968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1362971.625000 Penalty: 4685.669434
	Iteration 52Q: 3 clusters Score -1362972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1362975.250000 Penalty: 4685.669434
	Iteration 53Q: 3 clusters Score -1362975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1362982.875000 Penalty: 4685.669434
	Iteration 54Q: 3 clusters Score -1362983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1362988.375000 Penalty: 4685.669434
	Iteration 55Q: 3 clusters Score -1362988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1362989.750000 Penalty: 4685.669434
	Iteration 56Q: 3 clusters Score -1362990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1362992.625000 Penalty: 4685.669434
	Iteration 57Q: 3 clusters Score -1362993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1362999.125000 Penalty: 4685.669434
	Iteration 58Q: 3 clusters Score -1362999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1363003.250000 Penalty: 4685.669434
	Iteration 59Q: 3 clusters Score -1363003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1363008.625000 Penalty: 4685.669434
	Iteration 60F: 3 clusters Score -1363009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1363009.250000 Penalty: 4685.669434
	Iteration 61Q: 3 clusters Score -1363009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1363010.625000 Penalty: 4685.669434
	Iteration 62Q: 3 clusters Score -1363011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1363012.500000 Penalty: 4685.669434
	Iteration 63Q: 3 clusters Score -1363012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1363015.000000 Penalty: 4685.669434
	Iteration 64Q: 3 clusters Score -1363015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1363016.000000 Penalty: 4685.669434
	Iteration 65Q: 3 clusters Score -1363016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1363019.375000 Penalty: 4685.669434
	Iteration 66Q: 3 clusters Score -1363019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1363018.875000 Penalty: 4685.669434
	Iteration 67Q: 3 clusters Score -1363019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1363017.750000 Penalty: 4685.669434
	Iteration 68Q: 3 clusters Score -1363018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1363019.750000 Penalty: 4685.669434
	Iteration 69Q: 3 clusters Score -1363020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1363017.000000 Penalty: 4685.669434
	Iteration 70Q: 3 clusters Score -1363017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1363020.375000 Penalty: 4685.669434
	Iteration 71Q: 3 clusters Score -1363020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1363021.125000 Penalty: 4685.669434
	Iteration 72Q: 3 clusters Score -1363021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1363022.500000 Penalty: 4685.669434
	Iteration 73Q: 3 clusters Score -1363022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1363022.000000 Penalty: 4685.669434
	Iteration 74Q: 3 clusters Score -1363022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1363024.500000 Penalty: 4685.669434
	Iteration 75Q: 3 clusters Score -1363024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1363024.500000 Penalty: 4685.669434
	Iteration 76Q: 3 clusters Score -1363024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1363024.500000 Penalty: 4685.669434
	Iteration 77Q: 3 clusters Score -1363024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1363026.000000 Penalty: 4685.669434
	Iteration 78Q: 3 clusters Score -1363026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1363024.750000 Penalty: 4685.669434
	Iteration 79Q: 3 clusters Score -1363025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1363026.125000 Penalty: 4685.669434
	Iteration 80F: 3 clusters Score -1363026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1363023.750000 Penalty: 4685.669434
	Iteration 81Q: 3 clusters Score -1363024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1363027.625000 Penalty: 4685.669434
	Iteration 82Q: 3 clusters Score -1363028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1363028.000000 Penalty: 4685.669434
	Iteration 83Q: 3 clusters Score -1363028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1363028.625000 Penalty: 4685.669434
	Iteration 84Q: 3 clusters Score -1363029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1363028.750000 Penalty: 4685.669434
	Iteration 85Q: 3 clusters Score -1363029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1363027.000000 Penalty: 4685.669434
	Iteration 86Q: 3 clusters Score -1363027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1363027.500000 Penalty: 4685.669434
	Iteration 87Q: 3 clusters Score -1363028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1363032.375000 Penalty: 4685.669434
	Iteration 88Q: 3 clusters Score -1363032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1363028.250000 Penalty: 4685.669434
	Iteration 89Q: 3 clusters Score -1363028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1363025.875000 Penalty: 4685.669434
	Iteration 90Q: 3 clusters Score -1363026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1363029.000000 Penalty: 4685.669434
	Iteration 91Q: 3 clusters Score -1363029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1363036.375000 Penalty: 4685.669434
	Iteration 92Q: 3 clusters Score -1363036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1363040.125000 Penalty: 4685.669434
	Iteration 93Q: 3 clusters Score -1363040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1363039.500000 Penalty: 4685.669434
	Iteration 94Q: 3 clusters Score -1363040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1363041.375000 Penalty: 4685.669434
	Iteration 95Q: 3 clusters Score -1363041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1363042.000000 Penalty: 4685.669434
	Iteration 96Q: 3 clusters Score -1363042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1363045.875000 Penalty: 4685.669434
	Iteration 97Q: 3 clusters Score -1363046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1363047.000000 Penalty: 4685.669434
	Iteration 98Q: 3 clusters Score -1363047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1363048.125000 Penalty: 4685.669434
	Iteration 99Q: 3 clusters Score -1363048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1363048.500000 Penalty: 4685.669434
	Iteration 100F: 3 clusters Score -1363048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1363051.375000 Penalty: 4685.669434
	Iteration 101Q: 3 clusters Score -1363051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1363056.500000 Penalty: 4685.669434
	Iteration 102Q: 3 clusters Score -1363056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1363054.375000 Penalty: 4685.669434
	Iteration 103Q: 3 clusters Score -1363054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1363052.875000 Penalty: 4685.669434
	Iteration 104Q: 3 clusters Score -1363053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1363055.125000 Penalty: 4685.669434
	Iteration 105Q: 3 clusters Score -1363055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1363054.500000 Penalty: 4685.669434
	Iteration 106Q: 3 clusters Score -1363054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1363059.125000 Penalty: 4685.669434
	Iteration 107Q: 3 clusters Score -1363059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1363063.000000 Penalty: 4685.669434
	Iteration 108Q: 3 clusters Score -1363063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1363059.125000 Penalty: 4685.669434
	Iteration 109Q: 3 clusters Score -1363059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1363057.750000 Penalty: 4685.669434
	Iteration 110Q: 3 clusters Score -1363058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1363060.000000 Penalty: 4685.669434
	Iteration 111Q: 3 clusters Score -1363060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1363064.500000 Penalty: 4685.669434
	Iteration 112Q: 3 clusters Score -1363064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1363063.375000 Penalty: 4685.669434
	Iteration 113Q: 3 clusters Score -1363063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1363063.875000 Penalty: 4685.669434
	Iteration 114Q: 3 clusters Score -1363064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1363066.500000 Penalty: 4685.669434
	Iteration 115Q: 3 clusters Score -1363066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1363065.375000 Penalty: 4685.669434
	Iteration 116Q: 3 clusters Score -1363065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1363068.250000 Penalty: 4685.669434
	Iteration 117Q: 3 clusters Score -1363068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1363066.875000 Penalty: 4685.669434
	Iteration 118Q: 3 clusters Score -1363067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1363066.875000 Penalty: 4685.669434
	Iteration 119F: 3 clusters Score -1363067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (176985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176985 members 
Entering Unmasked Estep 
Score: -20932860.000000 Penalty: 2996.787354
	Iteration 0F: 2 clusters Score -2.093286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88601 members 
Mstep: Class 2 contains 88384 members 
Entering Unmasked Estep 
Score: -20818768.000000 Penalty: 5993.574707
	Iteration 0F: 3 clusters Score -2.081877e+07 nChanged 84753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 85045 members 
Entering Unmasked Estep 
Score: -20869438.000000 Penalty: 5993.574707
	Iteration 1F: 3 clusters Score -2.086944e+07 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -20871250.000000 Penalty: 5993.574707
	Iteration 2Q: 3 clusters Score -2.087125e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -20874200.000000 Penalty: 5993.574707
	Iteration 3Q: 3 clusters Score -2.08742e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -20878576.000000 Penalty: 5993.574707
	Iteration 4F: 3 clusters Score -2.087858e+07 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -20884190.000000 Penalty: 5993.574707
	Iteration 5F: 3 clusters Score -2.088419e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -20890950.000000 Penalty: 5993.574707
	Iteration 6F: 3 clusters Score -2.089095e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -20898348.000000 Penalty: 5993.574707
	Iteration 7F: 3 clusters Score -2.089835e+07 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138472 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -20905890.000000 Penalty: 5993.574707
	Iteration 8F: 3 clusters Score -2.090589e+07 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147678 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -20912876.000000 Penalty: 5993.574707
	Iteration 9F: 3 clusters Score -2.091288e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155838 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -20918960.000000 Penalty: 5993.574707
	Iteration 10Q: 3 clusters Score -2.091896e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -20923584.000000 Penalty: 5993.574707
	Iteration 11Q: 3 clusters Score -2.092358e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -20926530.000000 Penalty: 5993.574707
	Iteration 12Q: 3 clusters Score -2.092653e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -20928216.000000 Penalty: 5993.574707
	Iteration 13Q: 3 clusters Score -2.092822e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172652 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -20929078.000000 Penalty: 5993.574707
	Iteration 14Q: 3 clusters Score -2.092908e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173804 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -20929648.000000 Penalty: 5993.574707
	Iteration 15Q: 3 clusters Score -2.092965e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174483 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20929910.000000 Penalty: 5993.574707
	Iteration 16Q: 3 clusters Score -2.092991e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174930 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20930072.000000 Penalty: 5993.574707
	Iteration 17Q: 3 clusters Score -2.093007e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175220 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20930180.000000 Penalty: 5993.574707
	Iteration 18Q: 3 clusters Score -2.093018e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20930256.000000 Penalty: 5993.574707
	Iteration 19Q: 3 clusters Score -2.093026e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175595 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -20930288.000000 Penalty: 5993.574707
	Iteration 20F: 3 clusters Score -2.093029e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175716 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20930390.000000 Penalty: 5993.574707
	Iteration 21Q: 3 clusters Score -2.093039e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175799 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -20930466.000000 Penalty: 5993.574707
	Iteration 22Q: 3 clusters Score -2.093047e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175870 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -20930462.000000 Penalty: 5993.574707
	Iteration 23Q: 3 clusters Score -2.093046e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20930472.000000 Penalty: 5993.574707
	Iteration 24Q: 3 clusters Score -2.093047e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20930460.000000 Penalty: 5993.574707
	Iteration 25Q: 3 clusters Score -2.093046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175973 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -20930472.000000 Penalty: 5993.574707
	Iteration 26Q: 3 clusters Score -2.093047e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175998 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20930460.000000 Penalty: 5993.574707
	Iteration 27Q: 3 clusters Score -2.093046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176019 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20930460.000000 Penalty: 5993.574707
	Iteration 28Q: 3 clusters Score -2.093046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176031 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -20930470.000000 Penalty: 5993.574707
	Iteration 29Q: 3 clusters Score -2.093047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176043 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20930468.000000 Penalty: 5993.574707
	Iteration 30Q: 3 clusters Score -2.093047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176057 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -20930500.000000 Penalty: 5993.574707
	Iteration 31Q: 3 clusters Score -2.09305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176071 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -20930474.000000 Penalty: 5993.574707
	Iteration 32Q: 3 clusters Score -2.093047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176081 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -20930490.000000 Penalty: 5993.574707
	Iteration 33Q: 3 clusters Score -2.093049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176089 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -20930480.000000 Penalty: 5993.574707
	Iteration 34Q: 3 clusters Score -2.093048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176102 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20930486.000000 Penalty: 5993.574707
	Iteration 35Q: 3 clusters Score -2.093049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20930466.000000 Penalty: 5993.574707
	Iteration 36Q: 3 clusters Score -2.093047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176113 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -20930476.000000 Penalty: 5993.574707
	Iteration 37Q: 3 clusters Score -2.093048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176120 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20930488.000000 Penalty: 5993.574707
	Iteration 38Q: 3 clusters Score -2.093049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176127 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -20930500.000000 Penalty: 5993.574707
	Iteration 39Q: 3 clusters Score -2.09305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176130 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -20930490.000000 Penalty: 5993.574707
	Iteration 40F: 3 clusters Score -2.093049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176135 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -20930490.000000 Penalty: 5993.574707
	Iteration 41Q: 3 clusters Score -2.093049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176138 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -20930502.000000 Penalty: 5993.574707
	Iteration 42Q: 3 clusters Score -2.09305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176142 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20930498.000000 Penalty: 5993.574707
	Iteration 43Q: 3 clusters Score -2.09305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176143 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -20930492.000000 Penalty: 5993.574707
	Iteration 44Q: 3 clusters Score -2.093049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176144 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20930508.000000 Penalty: 5993.574707
	Iteration 45Q: 3 clusters Score -2.093051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20930500.000000 Penalty: 5993.574707
	Iteration 46Q: 3 clusters Score -2.09305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176146 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20930498.000000 Penalty: 5993.574707
	Iteration 47Q: 3 clusters Score -2.09305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176147 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -20930498.000000 Penalty: 5993.574707
	Iteration 48Q: 3 clusters Score -2.09305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176146 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20930506.000000 Penalty: 5993.574707
	Iteration 49Q: 3 clusters Score -2.093051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176146 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -20930506.000000 Penalty: 5993.574707
	Iteration 50F: 3 clusters Score -2.093051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -65062.042969 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -65062.04 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 310 members 
Entering Unmasked Estep 
Score: -63433.949219 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -63433.95 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63628.937500 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -63628.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63668.402344 Penalty: 3173.703125
	Iteration 2Q: 3 clusters Score -63668.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63680.847656 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -63680.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63684.433594 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -63684.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63686.785156 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -63686.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63689.410156 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -63689.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63689.410156 Penalty: 3173.703125
	Iteration 7F: 3 clusters Score -63689.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Entering Unmasked Estep 
Score: -2283174.500000 Penalty: 2455.829346
	Iteration 0F: 2 clusters Score -2283174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2269174.250000 Penalty: 4911.658691
	Iteration 0F: 3 clusters Score -2269174 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2274136.250000 Penalty: 4911.658691
	Iteration 1F: 3 clusters Score -2274136 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2274702.250000 Penalty: 4911.658691
	Iteration 2F: 3 clusters Score -2274702 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2275199.000000 Penalty: 4911.658691
	Iteration 3F: 3 clusters Score -2275199 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2275775.000000 Penalty: 4911.658691
	Iteration 4F: 3 clusters Score -2275775 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2276327.750000 Penalty: 4911.658691
	Iteration 5Q: 3 clusters Score -2276328 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2276917.000000 Penalty: 4911.658691
	Iteration 6Q: 3 clusters Score -2276917 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2277550.000000 Penalty: 4911.658691
	Iteration 7Q: 3 clusters Score -2277550 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2278119.750000 Penalty: 4911.658691
	Iteration 8Q: 3 clusters Score -2278120 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2278752.000000 Penalty: 4911.658691
	Iteration 9Q: 3 clusters Score -2278752 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2279373.500000 Penalty: 4911.658691
	Iteration 10Q: 3 clusters Score -2279374 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2279850.000000 Penalty: 4911.658691
	Iteration 11Q: 3 clusters Score -2279850 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2280206.000000 Penalty: 4911.658691
	Iteration 12Q: 3 clusters Score -2280206 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2280437.250000 Penalty: 4911.658691
	Iteration 13Q: 3 clusters Score -2280437 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2280596.000000 Penalty: 4911.658691
	Iteration 14Q: 3 clusters Score -2280596 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2280727.500000 Penalty: 4911.658691
	Iteration 15Q: 3 clusters Score -2280728 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2280820.750000 Penalty: 4911.658691
	Iteration 16Q: 3 clusters Score -2280821 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2280883.250000 Penalty: 4911.658691
	Iteration 17Q: 3 clusters Score -2280883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2280929.250000 Penalty: 4911.658691
	Iteration 18Q: 3 clusters Score -2280929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2280959.000000 Penalty: 4911.658691
	Iteration 19Q: 3 clusters Score -2280959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2280984.500000 Penalty: 4911.658691
	Iteration 20F: 3 clusters Score -2280984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2280999.250000 Penalty: 4911.658691
	Iteration 21Q: 3 clusters Score -2280999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2281017.750000 Penalty: 4911.658691
	Iteration 22Q: 3 clusters Score -2281018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2281026.250000 Penalty: 4911.658691
	Iteration 23Q: 3 clusters Score -2281026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2281044.000000 Penalty: 4911.658691
	Iteration 24Q: 3 clusters Score -2281044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2281055.250000 Penalty: 4911.658691
	Iteration 25Q: 3 clusters Score -2281055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2281073.750000 Penalty: 4911.658691
	Iteration 26Q: 3 clusters Score -2281074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2281084.250000 Penalty: 4911.658691
	Iteration 27Q: 3 clusters Score -2281084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2281093.000000 Penalty: 4911.658691
	Iteration 28Q: 3 clusters Score -2281093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2281098.250000 Penalty: 4911.658691
	Iteration 29Q: 3 clusters Score -2281098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2281102.000000 Penalty: 4911.658691
	Iteration 30Q: 3 clusters Score -2281102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2281103.750000 Penalty: 4911.658691
	Iteration 31Q: 3 clusters Score -2281104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2281104.750000 Penalty: 4911.658691
	Iteration 32Q: 3 clusters Score -2281105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2281104.750000 Penalty: 4911.658691
	Iteration 33F: 3 clusters Score -2281105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (28675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Entering Unmasked Estep 
Score: -3079382.000000 Penalty: 2545.417480
	Iteration 0F: 2 clusters Score -3079382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3059757.250000 Penalty: 5090.834961
	Iteration 0F: 3 clusters Score -3059757 nChanged 12871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3067145.750000 Penalty: 5090.834961
	Iteration 1F: 3 clusters Score -3067146 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3068000.000000 Penalty: 5090.834961
	Iteration 2F: 3 clusters Score -3068000 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3068877.500000 Penalty: 5090.834961
	Iteration 3F: 3 clusters Score -3068878 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3069742.750000 Penalty: 5090.834961
	Iteration 4F: 3 clusters Score -3069743 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3070581.000000 Penalty: 5090.834961
	Iteration 5F: 3 clusters Score -3070581 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3071340.750000 Penalty: 5090.834961
	Iteration 6F: 3 clusters Score -3071341 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -3072015.000000 Penalty: 5090.834961
	Iteration 7Q: 3 clusters Score -3072015 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3072567.250000 Penalty: 5090.834961
	Iteration 8Q: 3 clusters Score -3072567 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3072992.750000 Penalty: 5090.834961
	Iteration 9Q: 3 clusters Score -3072993 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3073331.000000 Penalty: 5090.834961
	Iteration 10Q: 3 clusters Score -3073331 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -3073601.500000 Penalty: 5090.834961
	Iteration 11Q: 3 clusters Score -3073602 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -3073849.000000 Penalty: 5090.834961
	Iteration 12Q: 3 clusters Score -3073849 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -3074046.000000 Penalty: 5090.834961
	Iteration 13Q: 3 clusters Score -3074046 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3074246.500000 Penalty: 5090.834961
	Iteration 14Q: 3 clusters Score -3074246 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3074410.250000 Penalty: 5090.834961
	Iteration 15Q: 3 clusters Score -3074410 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3074510.500000 Penalty: 5090.834961
	Iteration 16Q: 3 clusters Score -3074510 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3074617.500000 Penalty: 5090.834961
	Iteration 17Q: 3 clusters Score -3074618 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3074721.250000 Penalty: 5090.834961
	Iteration 18Q: 3 clusters Score -3074721 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3074808.750000 Penalty: 5090.834961
	Iteration 19Q: 3 clusters Score -3074809 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3074896.000000 Penalty: 5090.834961
	Iteration 20F: 3 clusters Score -3074896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3074982.750000 Penalty: 5090.834961
	Iteration 21Q: 3 clusters Score -3074983 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3075079.500000 Penalty: 5090.834961
	Iteration 22Q: 3 clusters Score -3075080 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3075190.500000 Penalty: 5090.834961
	Iteration 23Q: 3 clusters Score -3075190 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3075280.250000 Penalty: 5090.834961
	Iteration 24Q: 3 clusters Score -3075280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3075400.250000 Penalty: 5090.834961
	Iteration 25Q: 3 clusters Score -3075400 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3075545.750000 Penalty: 5090.834961
	Iteration 26Q: 3 clusters Score -3075546 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3075694.250000 Penalty: 5090.834961
	Iteration 27Q: 3 clusters Score -3075694 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3075863.750000 Penalty: 5090.834961
	Iteration 28Q: 3 clusters Score -3075864 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3076014.750000 Penalty: 5090.834961
	Iteration 29Q: 3 clusters Score -3076015 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -3076161.750000 Penalty: 5090.834961
	Iteration 30Q: 3 clusters Score -3076162 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3076308.250000 Penalty: 5090.834961
	Iteration 31Q: 3 clusters Score -3076308 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3076457.000000 Penalty: 5090.834961
	Iteration 32Q: 3 clusters Score -3076457 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3076591.750000 Penalty: 5090.834961
	Iteration 33Q: 3 clusters Score -3076592 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3076729.500000 Penalty: 5090.834961
	Iteration 34Q: 3 clusters Score -3076730 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3076853.250000 Penalty: 5090.834961
	Iteration 35Q: 3 clusters Score -3076853 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3076945.250000 Penalty: 5090.834961
	Iteration 36Q: 3 clusters Score -3076945 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3077033.750000 Penalty: 5090.834961
	Iteration 37Q: 3 clusters Score -3077034 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3077098.750000 Penalty: 5090.834961
	Iteration 38Q: 3 clusters Score -3077099 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3077164.000000 Penalty: 5090.834961
	Iteration 39Q: 3 clusters Score -3077164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3077216.000000 Penalty: 5090.834961
	Iteration 40F: 3 clusters Score -3077216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3077262.000000 Penalty: 5090.834961
	Iteration 41Q: 3 clusters Score -3077262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3077321.750000 Penalty: 5090.834961
	Iteration 42Q: 3 clusters Score -3077322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3077347.750000 Penalty: 5090.834961
	Iteration 43Q: 3 clusters Score -3077348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3077373.750000 Penalty: 5090.834961
	Iteration 44Q: 3 clusters Score -3077374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3077408.250000 Penalty: 5090.834961
	Iteration 45Q: 3 clusters Score -3077408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3077436.250000 Penalty: 5090.834961
	Iteration 46Q: 3 clusters Score -3077436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3077465.000000 Penalty: 5090.834961
	Iteration 47Q: 3 clusters Score -3077465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3077485.750000 Penalty: 5090.834961
	Iteration 48Q: 3 clusters Score -3077486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -3077500.750000 Penalty: 5090.834961
	Iteration 49Q: 3 clusters Score -3077501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3077515.500000 Penalty: 5090.834961
	Iteration 50Q: 3 clusters Score -3077516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3077528.750000 Penalty: 5090.834961
	Iteration 51Q: 3 clusters Score -3077529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3077537.250000 Penalty: 5090.834961
	Iteration 52Q: 3 clusters Score -3077537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3077549.500000 Penalty: 5090.834961
	Iteration 53Q: 3 clusters Score -3077550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -3077558.750000 Penalty: 5090.834961
	Iteration 54Q: 3 clusters Score -3077559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3077560.750000 Penalty: 5090.834961
	Iteration 55Q: 3 clusters Score -3077561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3077577.500000 Penalty: 5090.834961
	Iteration 56Q: 3 clusters Score -3077578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -3077581.000000 Penalty: 5090.834961
	Iteration 57Q: 3 clusters Score -3077581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3077587.750000 Penalty: 5090.834961
	Iteration 58Q: 3 clusters Score -3077588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3077585.000000 Penalty: 5090.834961
	Iteration 59Q: 3 clusters Score -3077585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3077599.500000 Penalty: 5090.834961
	Iteration 60F: 3 clusters Score -3077600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3077601.500000 Penalty: 5090.834961
	Iteration 61Q: 3 clusters Score -3077602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3077604.250000 Penalty: 5090.834961
	Iteration 62Q: 3 clusters Score -3077604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3077607.750000 Penalty: 5090.834961
	Iteration 63Q: 3 clusters Score -3077608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3077614.000000 Penalty: 5090.834961
	Iteration 64Q: 3 clusters Score -3077614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3077613.500000 Penalty: 5090.834961
	Iteration 65Q: 3 clusters Score -3077614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3077612.500000 Penalty: 5090.834961
	Iteration 66Q: 3 clusters Score -3077612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3077613.500000 Penalty: 5090.834961
	Iteration 67Q: 3 clusters Score -3077614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3077620.250000 Penalty: 5090.834961
	Iteration 68Q: 3 clusters Score -3077620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3077620.500000 Penalty: 5090.834961
	Iteration 69Q: 3 clusters Score -3077620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3077625.250000 Penalty: 5090.834961
	Iteration 70Q: 3 clusters Score -3077625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3077624.500000 Penalty: 5090.834961
	Iteration 71Q: 3 clusters Score -3077624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3077622.500000 Penalty: 5090.834961
	Iteration 72Q: 3 clusters Score -3077622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -3077623.750000 Penalty: 5090.834961
	Iteration 73Q: 3 clusters Score -3077624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3077621.000000 Penalty: 5090.834961
	Iteration 74Q: 3 clusters Score -3077621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3077628.250000 Penalty: 5090.834961
	Iteration 75Q: 3 clusters Score -3077628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3077629.500000 Penalty: 5090.834961
	Iteration 76Q: 3 clusters Score -3077630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3077633.500000 Penalty: 5090.834961
	Iteration 77Q: 3 clusters Score -3077634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3077635.000000 Penalty: 5090.834961
	Iteration 78Q: 3 clusters Score -3077635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3077633.750000 Penalty: 5090.834961
	Iteration 79Q: 3 clusters Score -3077634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3077633.250000 Penalty: 5090.834961
	Iteration 80F: 3 clusters Score -3077633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -61072.261719 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -61072.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59470.757812 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -59470.76 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59656.929688 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -59656.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59731.203125 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -59731.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59766.324219 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -59766.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59790.445312 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -59790.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59800.554688 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -59800.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59801.472656 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -59801.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59803.382812 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -59803.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59803.382812 Penalty: 3166.219238
	Iteration 8F: 3 clusters Score -59803.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -115957.531250 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -115957.5 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 517 members 
Entering Unmasked Estep 
Score: -113973.015625 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -113973 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114291.757812 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -114291.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -114390.515625 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -114390.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -114437.976562 Penalty: 3464.419434
	Iteration 3Q: 3 clusters Score -114438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -114461.445312 Penalty: 3464.419434
	Iteration 4Q: 3 clusters Score -114461.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -114481.250000 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -114481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114496.125000 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -114496.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -114506.828125 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -114506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114516.601562 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -114516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114525.523438 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -114525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -114527.140625 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -114527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -114528.656250 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -114528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -114530.781250 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -114530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114532.179688 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -114532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114532.179688 Penalty: 3464.419434
	Iteration 14F: 3 clusters Score -114532.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -17183.767578 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -17183.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16195.950195 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -16195.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16228.534180 Penalty: 2578.454346
	Iteration 1Q: 3 clusters Score -16228.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16291.854492 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -16291.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16291.854492 Penalty: 2578.454346
	Iteration 3F: 3 clusters Score -16291.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (41757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Entering Unmasked Estep 
Score: -4425968.000000 Penalty: 2638.626465
	Iteration 0F: 2 clusters Score -4425968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -4397834.500000 Penalty: 5277.252930
	Iteration 0F: 3 clusters Score -4397834 nChanged 19064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -4408709.500000 Penalty: 5277.252930
	Iteration 1F: 3 clusters Score -4408710 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4409836.000000 Penalty: 5277.252930
	Iteration 2F: 3 clusters Score -4409836 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4411028.000000 Penalty: 5277.252930
	Iteration 3F: 3 clusters Score -4411028 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -4412370.500000 Penalty: 5277.252930
	Iteration 4F: 3 clusters Score -4412370 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -4413712.500000 Penalty: 5277.252930
	Iteration 5F: 3 clusters Score -4413712 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4414855.500000 Penalty: 5277.252930
	Iteration 6F: 3 clusters Score -4414856 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4415769.000000 Penalty: 5277.252930
	Iteration 7Q: 3 clusters Score -4415769 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -4416399.000000 Penalty: 5277.252930
	Iteration 8Q: 3 clusters Score -4416399 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4416903.000000 Penalty: 5277.252930
	Iteration 9Q: 3 clusters Score -4416903 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4417370.000000 Penalty: 5277.252930
	Iteration 10Q: 3 clusters Score -4417370 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4417782.000000 Penalty: 5277.252930
	Iteration 11Q: 3 clusters Score -4417782 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4418247.000000 Penalty: 5277.252930
	Iteration 12Q: 3 clusters Score -4418247 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4418678.500000 Penalty: 5277.252930
	Iteration 13Q: 3 clusters Score -4418678 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -4419130.000000 Penalty: 5277.252930
	Iteration 14Q: 3 clusters Score -4419130 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -4419531.000000 Penalty: 5277.252930
	Iteration 15Q: 3 clusters Score -4419531 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4419852.500000 Penalty: 5277.252930
	Iteration 16Q: 3 clusters Score -4419852 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4420159.000000 Penalty: 5277.252930
	Iteration 17Q: 3 clusters Score -4420159 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -4420491.500000 Penalty: 5277.252930
	Iteration 18Q: 3 clusters Score -4420492 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4420828.000000 Penalty: 5277.252930
	Iteration 19Q: 3 clusters Score -4420828 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -4421130.000000 Penalty: 5277.252930
	Iteration 20F: 3 clusters Score -4421130 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4421464.500000 Penalty: 5277.252930
	Iteration 21Q: 3 clusters Score -4421464 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -4421756.000000 Penalty: 5277.252930
	Iteration 22Q: 3 clusters Score -4421756 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4422065.500000 Penalty: 5277.252930
	Iteration 23Q: 3 clusters Score -4422066 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -4422346.000000 Penalty: 5277.252930
	Iteration 24Q: 3 clusters Score -4422346 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4422561.500000 Penalty: 5277.252930
	Iteration 25Q: 3 clusters Score -4422562 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -4422783.500000 Penalty: 5277.252930
	Iteration 26Q: 3 clusters Score -4422784 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4422976.500000 Penalty: 5277.252930
	Iteration 27Q: 3 clusters Score -4422976 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -4423161.500000 Penalty: 5277.252930
	Iteration 28Q: 3 clusters Score -4423162 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4423348.000000 Penalty: 5277.252930
	Iteration 29Q: 3 clusters Score -4423348 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4423501.500000 Penalty: 5277.252930
	Iteration 30Q: 3 clusters Score -4423502 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -4423643.000000 Penalty: 5277.252930
	Iteration 31Q: 3 clusters Score -4423643 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -4423756.000000 Penalty: 5277.252930
	Iteration 32Q: 3 clusters Score -4423756 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4423860.500000 Penalty: 5277.252930
	Iteration 33Q: 3 clusters Score -4423860 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4423936.000000 Penalty: 5277.252930
	Iteration 34Q: 3 clusters Score -4423936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4424009.500000 Penalty: 5277.252930
	Iteration 35Q: 3 clusters Score -4424010 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4424071.500000 Penalty: 5277.252930
	Iteration 36Q: 3 clusters Score -4424072 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4424115.000000 Penalty: 5277.252930
	Iteration 37Q: 3 clusters Score -4424115 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4424165.500000 Penalty: 5277.252930
	Iteration 38Q: 3 clusters Score -4424166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4424206.500000 Penalty: 5277.252930
	Iteration 39Q: 3 clusters Score -4424206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4424235.500000 Penalty: 5277.252930
	Iteration 40F: 3 clusters Score -4424236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4424257.000000 Penalty: 5277.252930
	Iteration 41Q: 3 clusters Score -4424257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4424278.500000 Penalty: 5277.252930
	Iteration 42Q: 3 clusters Score -4424278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4424311.000000 Penalty: 5277.252930
	Iteration 43Q: 3 clusters Score -4424311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4424324.500000 Penalty: 5277.252930
	Iteration 44Q: 3 clusters Score -4424324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4424337.000000 Penalty: 5277.252930
	Iteration 45Q: 3 clusters Score -4424337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4424359.500000 Penalty: 5277.252930
	Iteration 46Q: 3 clusters Score -4424360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4424381.000000 Penalty: 5277.252930
	Iteration 47Q: 3 clusters Score -4424381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4424396.000000 Penalty: 5277.252930
	Iteration 48Q: 3 clusters Score -4424396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4424404.000000 Penalty: 5277.252930
	Iteration 49Q: 3 clusters Score -4424404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4424403.000000 Penalty: 5277.252930
	Iteration 50Q: 3 clusters Score -4424403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4424417.000000 Penalty: 5277.252930
	Iteration 51Q: 3 clusters Score -4424417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4424431.500000 Penalty: 5277.252930
	Iteration 52Q: 3 clusters Score -4424432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4424452.000000 Penalty: 5277.252930
	Iteration 53Q: 3 clusters Score -4424452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4424474.000000 Penalty: 5277.252930
	Iteration 54Q: 3 clusters Score -4424474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4424496.000000 Penalty: 5277.252930
	Iteration 55Q: 3 clusters Score -4424496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4424512.000000 Penalty: 5277.252930
	Iteration 56Q: 3 clusters Score -4424512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4424525.500000 Penalty: 5277.252930
	Iteration 57Q: 3 clusters Score -4424526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4424524.000000 Penalty: 5277.252930
	Iteration 58Q: 3 clusters Score -4424524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4424546.500000 Penalty: 5277.252930
	Iteration 59Q: 3 clusters Score -4424546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4424554.000000 Penalty: 5277.252930
	Iteration 60F: 3 clusters Score -4424554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4424555.500000 Penalty: 5277.252930
	Iteration 61Q: 3 clusters Score -4424556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4424560.500000 Penalty: 5277.252930
	Iteration 62Q: 3 clusters Score -4424560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4424561.500000 Penalty: 5277.252930
	Iteration 63Q: 3 clusters Score -4424562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4424561.500000 Penalty: 5277.252930
	Iteration 64Q: 3 clusters Score -4424562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4424560.500000 Penalty: 5277.252930
	Iteration 65Q: 3 clusters Score -4424560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4424569.500000 Penalty: 5277.252930
	Iteration 66Q: 3 clusters Score -4424570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4424569.000000 Penalty: 5277.252930
	Iteration 67Q: 3 clusters Score -4424569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4424571.000000 Penalty: 5277.252930
	Iteration 68Q: 3 clusters Score -4424571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4424570.000000 Penalty: 5277.252930
	Iteration 69Q: 3 clusters Score -4424570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4424565.000000 Penalty: 5277.252930
	Iteration 70Q: 3 clusters Score -4424565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4424570.000000 Penalty: 5277.252930
	Iteration 71Q: 3 clusters Score -4424570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4424575.500000 Penalty: 5277.252930
	Iteration 72Q: 3 clusters Score -4424576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4424580.500000 Penalty: 5277.252930
	Iteration 73Q: 3 clusters Score -4424580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4424588.000000 Penalty: 5277.252930
	Iteration 74Q: 3 clusters Score -4424588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4424583.500000 Penalty: 5277.252930
	Iteration 75Q: 3 clusters Score -4424584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4424588.500000 Penalty: 5277.252930
	Iteration 76Q: 3 clusters Score -4424588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4424592.500000 Penalty: 5277.252930
	Iteration 77Q: 3 clusters Score -4424592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4424591.000000 Penalty: 5277.252930
	Iteration 78Q: 3 clusters Score -4424591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4424584.500000 Penalty: 5277.252930
	Iteration 79Q: 3 clusters Score -4424584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4424584.500000 Penalty: 5277.252930
	Iteration 80F: 3 clusters Score -4424584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4424589.000000 Penalty: 5277.252930
	Iteration 81Q: 3 clusters Score -4424589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4424592.500000 Penalty: 5277.252930
	Iteration 82Q: 3 clusters Score -4424592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4424592.000000 Penalty: 5277.252930
	Iteration 83Q: 3 clusters Score -4424592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4424591.500000 Penalty: 5277.252930
	Iteration 84Q: 3 clusters Score -4424592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4424594.500000 Penalty: 5277.252930
	Iteration 85Q: 3 clusters Score -4424594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4424595.500000 Penalty: 5277.252930
	Iteration 86Q: 3 clusters Score -4424596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4424594.500000 Penalty: 5277.252930
	Iteration 87Q: 3 clusters Score -4424594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4424598.000000 Penalty: 5277.252930
	Iteration 88Q: 3 clusters Score -4424598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4424595.000000 Penalty: 5277.252930
	Iteration 89Q: 3 clusters Score -4424595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4424597.000000 Penalty: 5277.252930
	Iteration 90Q: 3 clusters Score -4424597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4424600.500000 Penalty: 5277.252930
	Iteration 91Q: 3 clusters Score -4424600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4424598.000000 Penalty: 5277.252930
	Iteration 92Q: 3 clusters Score -4424598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4424601.000000 Penalty: 5277.252930
	Iteration 93Q: 3 clusters Score -4424601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4424601.000000 Penalty: 5277.252930
	Iteration 94F: 3 clusters Score -4424601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Entering Unmasked Estep 
Score: -6783907.500000 Penalty: 2716.499756
	Iteration 0F: 2 clusters Score -6783908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6745511.500000 Penalty: 5432.999512
	Iteration 0F: 3 clusters Score -6745512 nChanged 26486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -6760283.500000 Penalty: 5432.999512
	Iteration 1F: 3 clusters Score -6760284 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -6761052.500000 Penalty: 5432.999512
	Iteration 2Q: 3 clusters Score -6761052 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -6761992.000000 Penalty: 5432.999512
	Iteration 3Q: 3 clusters Score -6761992 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -6763258.500000 Penalty: 5432.999512
	Iteration 4Q: 3 clusters Score -6763258 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -6765241.500000 Penalty: 5432.999512
	Iteration 5F: 3 clusters Score -6765242 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -6768517.000000 Penalty: 5432.999512
	Iteration 6F: 3 clusters Score -6768517 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6772732.000000 Penalty: 5432.999512
	Iteration 7F: 3 clusters Score -6772732 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -6776633.500000 Penalty: 5432.999512
	Iteration 8F: 3 clusters Score -6776634 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -6779191.500000 Penalty: 5432.999512
	Iteration 9Q: 3 clusters Score -6779192 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -6780459.000000 Penalty: 5432.999512
	Iteration 10Q: 3 clusters Score -6780459 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -6781042.000000 Penalty: 5432.999512
	Iteration 11Q: 3 clusters Score -6781042 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -6781301.000000 Penalty: 5432.999512
	Iteration 12Q: 3 clusters Score -6781301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -6781445.500000 Penalty: 5432.999512
	Iteration 13Q: 3 clusters Score -6781446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 56589 members 
Entering Unmasked Estep 
Score: -6781525.000000 Penalty: 5432.999512
	Iteration 14Q: 3 clusters Score -6781525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -6781565.500000 Penalty: 5432.999512
	Iteration 15Q: 3 clusters Score -6781566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -6781597.000000 Penalty: 5432.999512
	Iteration 16Q: 3 clusters Score -6781597 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -6781614.000000 Penalty: 5432.999512
	Iteration 17Q: 3 clusters Score -6781614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -6781645.000000 Penalty: 5432.999512
	Iteration 18Q: 3 clusters Score -6781645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -6781659.000000 Penalty: 5432.999512
	Iteration 19Q: 3 clusters Score -6781659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -6781669.500000 Penalty: 5432.999512
	Iteration 20F: 3 clusters Score -6781670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -6781676.500000 Penalty: 5432.999512
	Iteration 21Q: 3 clusters Score -6781676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -6781689.500000 Penalty: 5432.999512
	Iteration 22Q: 3 clusters Score -6781690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -6781697.500000 Penalty: 5432.999512
	Iteration 23Q: 3 clusters Score -6781698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -6781693.000000 Penalty: 5432.999512
	Iteration 24Q: 3 clusters Score -6781693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -6781709.500000 Penalty: 5432.999512
	Iteration 25Q: 3 clusters Score -6781710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -6781711.000000 Penalty: 5432.999512
	Iteration 26Q: 3 clusters Score -6781711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -6781707.000000 Penalty: 5432.999512
	Iteration 27Q: 3 clusters Score -6781707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -6781707.000000 Penalty: 5432.999512
	Iteration 28F: 3 clusters Score -6781707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (15871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Entering Unmasked Estep 
Score: -1884055.375000 Penalty: 2398.717773
	Iteration 0F: 2 clusters Score -1884055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1872657.250000 Penalty: 4797.435547
	Iteration 0F: 3 clusters Score -1872657 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1876366.750000 Penalty: 4797.435547
	Iteration 1F: 3 clusters Score -1876367 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1876795.625000 Penalty: 4797.435547
	Iteration 2F: 3 clusters Score -1876796 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1877266.750000 Penalty: 4797.435547
	Iteration 3F: 3 clusters Score -1877267 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1877796.250000 Penalty: 4797.435547
	Iteration 4F: 3 clusters Score -1877796 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1878453.000000 Penalty: 4797.435547
	Iteration 5F: 3 clusters Score -1878453 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1879170.375000 Penalty: 4797.435547
	Iteration 6F: 3 clusters Score -1879170 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1879896.500000 Penalty: 4797.435547
	Iteration 7F: 3 clusters Score -1879896 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1880556.875000 Penalty: 4797.435547
	Iteration 8F: 3 clusters Score -1880557 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1881057.375000 Penalty: 4797.435547
	Iteration 9Q: 3 clusters Score -1881057 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1881361.250000 Penalty: 4797.435547
	Iteration 10Q: 3 clusters Score -1881361 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1881565.125000 Penalty: 4797.435547
	Iteration 11Q: 3 clusters Score -1881565 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1881717.750000 Penalty: 4797.435547
	Iteration 12Q: 3 clusters Score -1881718 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1881834.500000 Penalty: 4797.435547
	Iteration 13Q: 3 clusters Score -1881834 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1881931.375000 Penalty: 4797.435547
	Iteration 14Q: 3 clusters Score -1881931 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1881980.375000 Penalty: 4797.435547
	Iteration 15Q: 3 clusters Score -1881980 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1882026.500000 Penalty: 4797.435547
	Iteration 16Q: 3 clusters Score -1882026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1882067.125000 Penalty: 4797.435547
	Iteration 17Q: 3 clusters Score -1882067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1882098.250000 Penalty: 4797.435547
	Iteration 18Q: 3 clusters Score -1882098 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1882121.875000 Penalty: 4797.435547
	Iteration 19Q: 3 clusters Score -1882122 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1882150.375000 Penalty: 4797.435547
	Iteration 20F: 3 clusters Score -1882150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1882179.500000 Penalty: 4797.435547
	Iteration 21Q: 3 clusters Score -1882180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1882196.375000 Penalty: 4797.435547
	Iteration 22Q: 3 clusters Score -1882196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1882216.250000 Penalty: 4797.435547
	Iteration 23Q: 3 clusters Score -1882216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1882236.500000 Penalty: 4797.435547
	Iteration 24Q: 3 clusters Score -1882236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1882249.500000 Penalty: 4797.435547
	Iteration 25Q: 3 clusters Score -1882250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1882262.125000 Penalty: 4797.435547
	Iteration 26Q: 3 clusters Score -1882262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1882272.125000 Penalty: 4797.435547
	Iteration 27Q: 3 clusters Score -1882272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1882286.500000 Penalty: 4797.435547
	Iteration 28Q: 3 clusters Score -1882286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1882288.000000 Penalty: 4797.435547
	Iteration 29Q: 3 clusters Score -1882288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1882296.750000 Penalty: 4797.435547
	Iteration 30Q: 3 clusters Score -1882297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1882299.250000 Penalty: 4797.435547
	Iteration 31Q: 3 clusters Score -1882299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1882300.750000 Penalty: 4797.435547
	Iteration 32Q: 3 clusters Score -1882301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1882302.750000 Penalty: 4797.435547
	Iteration 33Q: 3 clusters Score -1882303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1882308.625000 Penalty: 4797.435547
	Iteration 34Q: 3 clusters Score -1882309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1882304.500000 Penalty: 4797.435547
	Iteration 35Q: 3 clusters Score -1882304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1882310.500000 Penalty: 4797.435547
	Iteration 36Q: 3 clusters Score -1882310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1882312.375000 Penalty: 4797.435547
	Iteration 37Q: 3 clusters Score -1882312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1882313.000000 Penalty: 4797.435547
	Iteration 38Q: 3 clusters Score -1882313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1882316.500000 Penalty: 4797.435547
	Iteration 39Q: 3 clusters Score -1882316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1882316.875000 Penalty: 4797.435547
	Iteration 40F: 3 clusters Score -1882317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1882319.250000 Penalty: 4797.435547
	Iteration 41Q: 3 clusters Score -1882319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1882319.500000 Penalty: 4797.435547
	Iteration 42Q: 3 clusters Score -1882320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1882319.125000 Penalty: 4797.435547
	Iteration 43Q: 3 clusters Score -1882319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1882319.125000 Penalty: 4797.435547
	Iteration 44F: 3 clusters Score -1882319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -154458.562500 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -154458.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152200.375000 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -152200.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152571.609375 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -152571.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152683.484375 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -152683.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152750.937500 Penalty: 3603.999756
	Iteration 3Q: 3 clusters Score -152750.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152795.218750 Penalty: 3603.999756
	Iteration 4Q: 3 clusters Score -152795.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152834.390625 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -152834.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -152868.828125 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -152868.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -152892.296875 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -152892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152903.140625 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -152903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152913.078125 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -152913.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152926.562500 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -152926.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152932.468750 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -152932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152935.953125 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -152936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152939.281250 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -152939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152939.703125 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -152939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152940.656250 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -152940.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152941.937500 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -152941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152941.937500 Penalty: 3603.999756
	Iteration 17F: 3 clusters Score -152941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -32296.689453 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -32296.69 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 141 members 
Entering Unmasked Estep 
Score: -31071.943359 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31071.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -31212.619141 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31212.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31269.062500 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -31269.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -31275.525391 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31275.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31282.570312 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31282.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31284.779297 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -31284.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31288.537109 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -31288.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31292.746094 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -31292.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31295.423828 Penalty: 2827.420166
	Iteration 8Q: 3 clusters Score -31295.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31298.056641 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -31298.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31298.056641 Penalty: 2827.420166
	Iteration 10F: 3 clusters Score -31298.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 11654 members 
Mstep: Class 3 contains 5886 members 
Mstep: Class 4 contains 179297 members 
Mstep: Class 5 contains 185526 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23207 members 
Mstep: Class 10 contains 47792 members 
Mstep: Class 11 contains 40629 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 55909 members 
Mstep: Class 15 contains 132709 members 
Mstep: Class 16 contains 194163 members 
Mstep: Class 17 contains 12243 members 
Mstep: Class 18 contains 59952 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 253598 members 
Mstep: Class 22 contains 93368 members 
Mstep: Class 23 contains 18587 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10277 members 
Mstep: Class 28 contains 129631 members 
Mstep: Class 29 contains 14817 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 12669 members 
Mstep: Class 32 contains 176985 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 28675 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1080 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41757 members 
Mstep: Class 40 contains 57161 members 
Mstep: Class 41 contains 15871 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 239Q: 44 clusters Score -2.259776e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 11674 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 179300 members 
Mstep: Class 5 contains 185551 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5480 members 
Mstep: Class 8 contains 21682 members 
Mstep: Class 9 contains 23209 members 
Mstep: Class 10 contains 47850 members 
Mstep: Class 11 contains 40628 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 13971 members 
Mstep: Class 14 contains 55917 members 
Mstep: Class 15 contains 132718 members 
Mstep: Class 16 contains 194140 members 
Mstep: Class 17 contains 12232 members 
Mstep: Class 18 contains 59865 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 7109 members 
Mstep: Class 21 contains 253770 members 
Mstep: Class 22 contains 93193 members 
Mstep: Class 23 contains 18587 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10274 members 
Mstep: Class 28 contains 129596 members 
Mstep: Class 29 contains 14817 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12704 members 
Mstep: Class 32 contains 176999 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19986 members 
Mstep: Class 35 contains 28633 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41754 members 
Mstep: Class 40 contains 57169 members 
Mstep: Class 41 contains 15882 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977440.000000 Penalty: 154790.421875
Iteration 240F: 44 clusters Score -2.259774e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 11700 members 
Mstep: Class 3 contains 5892 members 
Mstep: Class 4 contains 179285 members 
Mstep: Class 5 contains 185576 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5477 members 
Mstep: Class 8 contains 21676 members 
Mstep: Class 9 contains 23208 members 
Mstep: Class 10 contains 47907 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 11780 members 
Mstep: Class 13 contains 13964 members 
Mstep: Class 14 contains 55926 members 
Mstep: Class 15 contains 132742 members 
Mstep: Class 16 contains 194110 members 
Mstep: Class 17 contains 12223 members 
Mstep: Class 18 contains 59782 members 
Mstep: Class 19 contains 13113 members 
Mstep: Class 20 contains 7108 members 
Mstep: Class 21 contains 253913 members 
Mstep: Class 22 contains 93031 members 
Mstep: Class 23 contains 18590 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36109 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10280 members 
Mstep: Class 28 contains 129570 members 
Mstep: Class 29 contains 14817 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12746 members 
Mstep: Class 32 contains 177032 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 28575 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41753 members 
Mstep: Class 40 contains 57174 members 
Mstep: Class 41 contains 15889 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977392.000000 Penalty: 154790.421875
Iteration 241Q: 44 clusters Score -2.259774e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 5897 members 
Mstep: Class 4 contains 179263 members 
Mstep: Class 5 contains 185596 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5476 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 47961 members 
Mstep: Class 11 contains 40638 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 13958 members 
Mstep: Class 14 contains 55932 members 
Mstep: Class 15 contains 132771 members 
Mstep: Class 16 contains 194084 members 
Mstep: Class 17 contains 12217 members 
Mstep: Class 18 contains 59702 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7107 members 
Mstep: Class 21 contains 254060 members 
Mstep: Class 22 contains 92859 members 
Mstep: Class 23 contains 18590 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36109 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10282 members 
Mstep: Class 28 contains 129537 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9114 members 
Mstep: Class 31 contains 12777 members 
Mstep: Class 32 contains 177070 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19990 members 
Mstep: Class 35 contains 28536 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41748 members 
Mstep: Class 40 contains 57180 members 
Mstep: Class 41 contains 15897 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977360.000000 Penalty: 154790.421875
Iteration 242Q: 44 clusters Score -2.259774e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 11743 members 
Mstep: Class 3 contains 5900 members 
Mstep: Class 4 contains 179254 members 
Mstep: Class 5 contains 185601 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5475 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 48038 members 
Mstep: Class 11 contains 40640 members 
Mstep: Class 12 contains 11789 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 55939 members 
Mstep: Class 15 contains 132796 members 
Mstep: Class 16 contains 194067 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 59614 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 254193 members 
Mstep: Class 22 contains 92711 members 
Mstep: Class 23 contains 18588 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7452 members 
Mstep: Class 27 contains 10281 members 
Mstep: Class 28 contains 129510 members 
Mstep: Class 29 contains 14820 members 
Mstep: Class 30 contains 9115 members 
Mstep: Class 31 contains 12801 members 
Mstep: Class 32 contains 177099 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19992 members 
Mstep: Class 35 contains 28489 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41744 members 
Mstep: Class 40 contains 57189 members 
Mstep: Class 41 contains 15908 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977440.000000 Penalty: 154790.421875
Iteration 243Q: 44 clusters Score -2.259774e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 11756 members 
Mstep: Class 3 contains 5903 members 
Mstep: Class 4 contains 179241 members 
Mstep: Class 5 contains 185615 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5473 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 48100 members 
Mstep: Class 11 contains 40640 members 
Mstep: Class 12 contains 11789 members 
Mstep: Class 13 contains 13951 members 
Mstep: Class 14 contains 55948 members 
Mstep: Class 15 contains 132829 members 
Mstep: Class 16 contains 194046 members 
Mstep: Class 17 contains 12206 members 
Mstep: Class 18 contains 59523 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7105 members 
Mstep: Class 21 contains 254337 members 
Mstep: Class 22 contains 92559 members 
Mstep: Class 23 contains 18590 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10288 members 
Mstep: Class 28 contains 129471 members 
Mstep: Class 29 contains 14820 members 
Mstep: Class 30 contains 9117 members 
Mstep: Class 31 contains 12828 members 
Mstep: Class 32 contains 177144 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19988 members 
Mstep: Class 35 contains 28438 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41746 members 
Mstep: Class 40 contains 57196 members 
Mstep: Class 41 contains 15917 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977424.000000 Penalty: 154790.421875
Iteration 244Q: 44 clusters Score -2.259774e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 179227 members 
Mstep: Class 5 contains 185616 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5473 members 
Mstep: Class 8 contains 21678 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 10 contains 48154 members 
Mstep: Class 11 contains 40641 members 
Mstep: Class 12 contains 11788 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 55952 members 
Mstep: Class 15 contains 132856 members 
Mstep: Class 16 contains 194040 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 59437 members 
Mstep: Class 19 contains 13116 members 
Mstep: Class 20 contains 7102 members 
Mstep: Class 21 contains 254493 members 
Mstep: Class 22 contains 92412 members 
Mstep: Class 23 contains 18592 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7451 members 
Mstep: Class 27 contains 10292 members 
Mstep: Class 28 contains 129440 members 
Mstep: Class 29 contains 14820 members 
Mstep: Class 30 contains 9121 members 
Mstep: Class 31 contains 12858 members 
Mstep: Class 32 contains 177168 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19990 members 
Mstep: Class 35 contains 28399 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41744 members 
Mstep: Class 40 contains 57205 members 
Mstep: Class 41 contains 15926 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977312.000000 Penalty: 154790.421875
Iteration 245Q: 44 clusters Score -2.259773e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 179212 members 
Mstep: Class 5 contains 185619 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5471 members 
Mstep: Class 8 contains 21683 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 48211 members 
Mstep: Class 11 contains 40640 members 
Mstep: Class 12 contains 11791 members 
Mstep: Class 13 contains 13943 members 
Mstep: Class 14 contains 55957 members 
Mstep: Class 15 contains 132885 members 
Mstep: Class 16 contains 194036 members 
Mstep: Class 17 contains 12196 members 
Mstep: Class 18 contains 59354 members 
Mstep: Class 19 contains 13116 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 254630 members 
Mstep: Class 22 contains 92275 members 
Mstep: Class 23 contains 18596 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 10297 members 
Mstep: Class 28 contains 129404 members 
Mstep: Class 29 contains 14819 members 
Mstep: Class 30 contains 9120 members 
Mstep: Class 31 contains 12895 members 
Mstep: Class 32 contains 177186 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19989 members 
Mstep: Class 35 contains 28365 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1081 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41736 members 
Mstep: Class 40 contains 57215 members 
Mstep: Class 41 contains 15934 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977344.000000 Penalty: 154790.421875
Iteration 246Q: 44 clusters Score -2.259773e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 179190 members 
Mstep: Class 5 contains 185631 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5467 members 
Mstep: Class 8 contains 21681 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 48255 members 
Mstep: Class 11 contains 40637 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 13942 members 
Mstep: Class 14 contains 55966 members 
Mstep: Class 15 contains 132923 members 
Mstep: Class 16 contains 194032 members 
Mstep: Class 17 contains 12193 members 
Mstep: Class 18 contains 59274 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 254766 members 
Mstep: Class 22 contains 92126 members 
Mstep: Class 23 contains 18606 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 10296 members 
Mstep: Class 28 contains 129374 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9123 members 
Mstep: Class 31 contains 12928 members 
Mstep: Class 32 contains 177210 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19990 members 
Mstep: Class 35 contains 28339 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1082 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41735 members 
Mstep: Class 40 contains 57221 members 
Mstep: Class 41 contains 15939 members 
Mstep: Class 42 contains 1431 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977312.000000 Penalty: 154790.421875
Iteration 247Q: 44 clusters Score -2.259773e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 179180 members 
Mstep: Class 5 contains 185633 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5466 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23210 members 
Mstep: Class 10 contains 48306 members 
Mstep: Class 11 contains 40634 members 
Mstep: Class 12 contains 11793 members 
Mstep: Class 13 contains 13942 members 
Mstep: Class 14 contains 55976 members 
Mstep: Class 15 contains 132955 members 
Mstep: Class 16 contains 194020 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 59204 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 7098 members 
Mstep: Class 21 contains 254875 members 
Mstep: Class 22 contains 91989 members 
Mstep: Class 23 contains 18613 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 10296 members 
Mstep: Class 28 contains 129341 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9124 members 
Mstep: Class 31 contains 12967 members 
Mstep: Class 32 contains 177245 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19988 members 
Mstep: Class 35 contains 28299 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1084 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41736 members 
Mstep: Class 40 contains 57235 members 
Mstep: Class 41 contains 15941 members 
Mstep: Class 42 contains 1432 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977632.000000 Penalty: 154790.421875
Iteration 248Q: 44 clusters Score -2.259776e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 179173 members 
Mstep: Class 5 contains 185632 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5461 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 48358 members 
Mstep: Class 11 contains 40632 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 13940 members 
Mstep: Class 14 contains 55983 members 
Mstep: Class 15 contains 132978 members 
Mstep: Class 16 contains 194009 members 
Mstep: Class 17 contains 12191 members 
Mstep: Class 18 contains 59156 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7097 members 
Mstep: Class 21 contains 254949 members 
Mstep: Class 22 contains 91874 members 
Mstep: Class 23 contains 18616 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7450 members 
Mstep: Class 27 contains 10293 members 
Mstep: Class 28 contains 129329 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9128 members 
Mstep: Class 31 contains 12991 members 
Mstep: Class 32 contains 177284 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 28265 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1085 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41732 members 
Mstep: Class 40 contains 57254 members 
Mstep: Class 41 contains 15944 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977856.000000 Penalty: 154790.421875
Iteration 249Q: 44 clusters Score -2.259779e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 179174 members 
Mstep: Class 5 contains 185625 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 21678 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 48398 members 
Mstep: Class 11 contains 40629 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 13940 members 
Mstep: Class 14 contains 55993 members 
Mstep: Class 15 contains 132999 members 
Mstep: Class 16 contains 194003 members 
Mstep: Class 17 contains 12186 members 
Mstep: Class 18 contains 59099 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7095 members 
Mstep: Class 21 contains 255046 members 
Mstep: Class 22 contains 91755 members 
Mstep: Class 23 contains 18614 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7452 members 
Mstep: Class 27 contains 10288 members 
Mstep: Class 28 contains 129316 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9130 members 
Mstep: Class 31 contains 13017 members 
Mstep: Class 32 contains 177321 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 28242 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1086 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41721 members 
Mstep: Class 40 contains 57271 members 
Mstep: Class 41 contains 15948 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977840.000000 Penalty: 154790.421875
Iteration 250Q: 44 clusters Score -2.259778e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 11787 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 179164 members 
Mstep: Class 5 contains 185621 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23209 members 
Mstep: Class 10 contains 48442 members 
Mstep: Class 11 contains 40628 members 
Mstep: Class 12 contains 11779 members 
Mstep: Class 13 contains 13937 members 
Mstep: Class 14 contains 56000 members 
Mstep: Class 15 contains 133024 members 
Mstep: Class 16 contains 193997 members 
Mstep: Class 17 contains 12178 members 
Mstep: Class 18 contains 59046 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 7091 members 
Mstep: Class 21 contains 255140 members 
Mstep: Class 22 contains 91613 members 
Mstep: Class 23 contains 18610 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 10285 members 
Mstep: Class 28 contains 129302 members 
Mstep: Class 29 contains 14818 members 
Mstep: Class 30 contains 9131 members 
Mstep: Class 31 contains 13055 members 
Mstep: Class 32 contains 177377 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 28211 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1088 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41715 members 
Mstep: Class 40 contains 57284 members 
Mstep: Class 41 contains 15956 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977952.000000 Penalty: 154790.421875
Iteration 251Q: 44 clusters Score -2.25978e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59580 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 179147 members 
Mstep: Class 5 contains 185624 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5454 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 23207 members 
Mstep: Class 10 contains 48474 members 
Mstep: Class 11 contains 40629 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 13936 members 
Mstep: Class 14 contains 56009 members 
Mstep: Class 15 contains 133044 members 
Mstep: Class 16 contains 193988 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 58998 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 255255 members 
Mstep: Class 22 contains 91481 members 
Mstep: Class 23 contains 18607 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10281 members 
Mstep: Class 28 contains 129292 members 
Mstep: Class 29 contains 14819 members 
Mstep: Class 30 contains 9131 members 
Mstep: Class 31 contains 13096 members 
Mstep: Class 32 contains 177422 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 28164 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41708 members 
Mstep: Class 40 contains 57301 members 
Mstep: Class 41 contains 15962 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977856.000000 Penalty: 154790.421875
Iteration 252Q: 44 clusters Score -2.259779e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 11806 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 179120 members 
Mstep: Class 5 contains 185631 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23210 members 
Mstep: Class 10 contains 48507 members 
Mstep: Class 11 contains 40630 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13934 members 
Mstep: Class 14 contains 56014 members 
Mstep: Class 15 contains 133050 members 
Mstep: Class 16 contains 193980 members 
Mstep: Class 17 contains 12166 members 
Mstep: Class 18 contains 58951 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 255396 members 
Mstep: Class 22 contains 91345 members 
Mstep: Class 23 contains 18607 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10278 members 
Mstep: Class 28 contains 129263 members 
Mstep: Class 29 contains 14821 members 
Mstep: Class 30 contains 9132 members 
Mstep: Class 31 contains 13126 members 
Mstep: Class 32 contains 177443 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 28150 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41704 members 
Mstep: Class 40 contains 57314 members 
Mstep: Class 41 contains 15970 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978016.000000 Penalty: 154790.421875
Iteration 253Q: 44 clusters Score -2.25978e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 11813 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 179097 members 
Mstep: Class 5 contains 185629 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 48531 members 
Mstep: Class 11 contains 40631 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 13929 members 
Mstep: Class 14 contains 56022 members 
Mstep: Class 15 contains 133064 members 
Mstep: Class 16 contains 193975 members 
Mstep: Class 17 contains 12163 members 
Mstep: Class 18 contains 58901 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 255507 members 
Mstep: Class 22 contains 91217 members 
Mstep: Class 23 contains 18608 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 10279 members 
Mstep: Class 28 contains 129251 members 
Mstep: Class 29 contains 14822 members 
Mstep: Class 30 contains 9133 members 
Mstep: Class 31 contains 13151 members 
Mstep: Class 32 contains 177485 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 28131 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41695 members 
Mstep: Class 40 contains 57330 members 
Mstep: Class 41 contains 15974 members 
Mstep: Class 42 contains 1433 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977872.000000 Penalty: 154790.421875
Iteration 254Q: 44 clusters Score -2.259779e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 11824 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 179085 members 
Mstep: Class 5 contains 185623 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 21678 members 
Mstep: Class 9 contains 23214 members 
Mstep: Class 10 contains 48559 members 
Mstep: Class 11 contains 40629 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13926 members 
Mstep: Class 14 contains 56032 members 
Mstep: Class 15 contains 133077 members 
Mstep: Class 16 contains 193971 members 
Mstep: Class 17 contains 12156 members 
Mstep: Class 18 contains 58850 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7082 members 
Mstep: Class 21 contains 255617 members 
Mstep: Class 22 contains 91070 members 
Mstep: Class 23 contains 18609 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 10283 members 
Mstep: Class 28 contains 129238 members 
Mstep: Class 29 contains 14822 members 
Mstep: Class 30 contains 9134 members 
Mstep: Class 31 contains 13182 members 
Mstep: Class 32 contains 177522 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 28102 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41688 members 
Mstep: Class 40 contains 57353 members 
Mstep: Class 41 contains 15982 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977824.000000 Penalty: 154790.421875
Iteration 255Q: 44 clusters Score -2.259778e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 11835 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 179077 members 
Mstep: Class 5 contains 185607 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 10 contains 48592 members 
Mstep: Class 11 contains 40628 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 56040 members 
Mstep: Class 15 contains 133093 members 
Mstep: Class 16 contains 193971 members 
Mstep: Class 17 contains 12154 members 
Mstep: Class 18 contains 58797 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 255691 members 
Mstep: Class 22 contains 90934 members 
Mstep: Class 23 contains 18610 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 10282 members 
Mstep: Class 28 contains 129228 members 
Mstep: Class 29 contains 14822 members 
Mstep: Class 30 contains 9137 members 
Mstep: Class 31 contains 13205 members 
Mstep: Class 32 contains 177586 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 28088 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41686 members 
Mstep: Class 40 contains 57374 members 
Mstep: Class 41 contains 15985 members 
Mstep: Class 42 contains 1434 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978128.000000 Penalty: 154790.421875
Iteration 256Q: 44 clusters Score -2.259781e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 179069 members 
Mstep: Class 5 contains 185593 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21683 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 48624 members 
Mstep: Class 11 contains 40626 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 13916 members 
Mstep: Class 14 contains 56043 members 
Mstep: Class 15 contains 133110 members 
Mstep: Class 16 contains 193972 members 
Mstep: Class 17 contains 12155 members 
Mstep: Class 18 contains 58761 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 255761 members 
Mstep: Class 22 contains 90810 members 
Mstep: Class 23 contains 18607 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 10287 members 
Mstep: Class 28 contains 129216 members 
Mstep: Class 29 contains 14822 members 
Mstep: Class 30 contains 9140 members 
Mstep: Class 31 contains 13228 members 
Mstep: Class 32 contains 177634 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 28057 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41684 members 
Mstep: Class 40 contains 57392 members 
Mstep: Class 41 contains 15985 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977904.000000 Penalty: 154790.421875
Iteration 257Q: 44 clusters Score -2.259779e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 179069 members 
Mstep: Class 5 contains 185575 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 21684 members 
Mstep: Class 9 contains 23216 members 
Mstep: Class 10 contains 48655 members 
Mstep: Class 11 contains 40625 members 
Mstep: Class 12 contains 11759 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 56049 members 
Mstep: Class 15 contains 133117 members 
Mstep: Class 16 contains 193966 members 
Mstep: Class 17 contains 12158 members 
Mstep: Class 18 contains 58727 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 255828 members 
Mstep: Class 22 contains 90693 members 
Mstep: Class 23 contains 18606 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 10291 members 
Mstep: Class 28 contains 129203 members 
Mstep: Class 29 contains 14823 members 
Mstep: Class 30 contains 9142 members 
Mstep: Class 31 contains 13257 members 
Mstep: Class 32 contains 177659 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19977 members 
Mstep: Class 35 contains 28045 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41682 members 
Mstep: Class 40 contains 57413 members 
Mstep: Class 41 contains 15987 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977952.000000 Penalty: 154790.421875
Iteration 258Q: 44 clusters Score -2.25978e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 11879 members 
Mstep: Class 3 contains 5908 members 
Mstep: Class 4 contains 179063 members 
Mstep: Class 5 contains 185562 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 21686 members 
Mstep: Class 9 contains 23216 members 
Mstep: Class 10 contains 48677 members 
Mstep: Class 11 contains 40624 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 13912 members 
Mstep: Class 14 contains 56050 members 
Mstep: Class 15 contains 133135 members 
Mstep: Class 16 contains 193964 members 
Mstep: Class 17 contains 12162 members 
Mstep: Class 18 contains 58693 members 
Mstep: Class 19 contains 13125 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 255887 members 
Mstep: Class 22 contains 90570 members 
Mstep: Class 23 contains 18609 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10297 members 
Mstep: Class 28 contains 129185 members 
Mstep: Class 29 contains 14825 members 
Mstep: Class 30 contains 9144 members 
Mstep: Class 31 contains 13292 members 
Mstep: Class 32 contains 177701 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 28014 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41684 members 
Mstep: Class 40 contains 57428 members 
Mstep: Class 41 contains 15988 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978112.000000 Penalty: 154790.421875
Iteration 259Q: 44 clusters Score -2.259781e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 11886 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 179063 members 
Mstep: Class 5 contains 185557 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 10 contains 48701 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 56050 members 
Mstep: Class 15 contains 133153 members 
Mstep: Class 16 contains 193956 members 
Mstep: Class 17 contains 12162 members 
Mstep: Class 18 contains 58670 members 
Mstep: Class 19 contains 13123 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 255958 members 
Mstep: Class 22 contains 90441 members 
Mstep: Class 23 contains 18612 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 7454 members 
Mstep: Class 27 contains 10304 members 
Mstep: Class 28 contains 129171 members 
Mstep: Class 29 contains 14826 members 
Mstep: Class 30 contains 9145 members 
Mstep: Class 31 contains 13335 members 
Mstep: Class 32 contains 177738 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19977 members 
Mstep: Class 35 contains 27969 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41684 members 
Mstep: Class 40 contains 57444 members 
Mstep: Class 41 contains 15990 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978128.000000 Penalty: 154790.421875
Iteration 260F: 44 clusters Score -2.259781e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179055 members 
Mstep: Class 5 contains 185552 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 21688 members 
Mstep: Class 9 contains 23210 members 
Mstep: Class 10 contains 48718 members 
Mstep: Class 11 contains 40626 members 
Mstep: Class 12 contains 11748 members 
Mstep: Class 13 contains 13911 members 
Mstep: Class 14 contains 56049 members 
Mstep: Class 15 contains 133161 members 
Mstep: Class 16 contains 193948 members 
Mstep: Class 17 contains 12161 members 
Mstep: Class 18 contains 58649 members 
Mstep: Class 19 contains 13123 members 
Mstep: Class 20 contains 7080 members 
Mstep: Class 21 contains 256039 members 
Mstep: Class 22 contains 90329 members 
Mstep: Class 23 contains 18608 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36108 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10301 members 
Mstep: Class 28 contains 129158 members 
Mstep: Class 29 contains 14828 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 13382 members 
Mstep: Class 32 contains 177776 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 27925 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41680 members 
Mstep: Class 40 contains 57460 members 
Mstep: Class 41 contains 15995 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978064.000000 Penalty: 154790.421875
Iteration 261Q: 44 clusters Score -2.259781e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179049 members 
Mstep: Class 5 contains 185546 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 21689 members 
Mstep: Class 9 contains 23209 members 
Mstep: Class 10 contains 48742 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 11741 members 
Mstep: Class 13 contains 13908 members 
Mstep: Class 14 contains 56051 members 
Mstep: Class 15 contains 133163 members 
Mstep: Class 16 contains 193948 members 
Mstep: Class 17 contains 12155 members 
Mstep: Class 18 contains 58641 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 7079 members 
Mstep: Class 21 contains 256124 members 
Mstep: Class 22 contains 90237 members 
Mstep: Class 23 contains 18606 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36109 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10303 members 
Mstep: Class 28 contains 129144 members 
Mstep: Class 29 contains 14828 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 13440 members 
Mstep: Class 32 contains 177799 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 27862 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41676 members 
Mstep: Class 40 contains 57473 members 
Mstep: Class 41 contains 15997 members 
Mstep: Class 42 contains 1435 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978080.000000 Penalty: 154790.421875
Iteration 262Q: 44 clusters Score -2.259781e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 179038 members 
Mstep: Class 5 contains 185540 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5450 members 
Mstep: Class 8 contains 21691 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 10 contains 48757 members 
Mstep: Class 11 contains 40627 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 13906 members 
Mstep: Class 14 contains 56055 members 
Mstep: Class 15 contains 133182 members 
Mstep: Class 16 contains 193945 members 
Mstep: Class 17 contains 12148 members 
Mstep: Class 18 contains 58631 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 7078 members 
Mstep: Class 21 contains 256165 members 
Mstep: Class 22 contains 90168 members 
Mstep: Class 23 contains 18609 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10304 members 
Mstep: Class 28 contains 129137 members 
Mstep: Class 29 contains 14827 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 13480 members 
Mstep: Class 32 contains 177830 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19977 members 
Mstep: Class 35 contains 27823 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1089 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41675 members 
Mstep: Class 40 contains 57480 members 
Mstep: Class 41 contains 15998 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978000.000000 Penalty: 154790.421875
Iteration 263Q: 44 clusters Score -2.25978e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 11888 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179035 members 
Mstep: Class 5 contains 185533 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 21693 members 
Mstep: Class 9 contains 23214 members 
Mstep: Class 10 contains 48771 members 
Mstep: Class 11 contains 40624 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 13906 members 
Mstep: Class 14 contains 56056 members 
Mstep: Class 15 contains 133193 members 
Mstep: Class 16 contains 193943 members 
Mstep: Class 17 contains 12148 members 
Mstep: Class 18 contains 58608 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 7077 members 
Mstep: Class 21 contains 256205 members 
Mstep: Class 22 contains 90100 members 
Mstep: Class 23 contains 18608 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10304 members 
Mstep: Class 28 contains 129135 members 
Mstep: Class 29 contains 14827 members 
Mstep: Class 30 contains 9146 members 
Mstep: Class 31 contains 13514 members 
Mstep: Class 32 contains 177862 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 27782 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1090 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41674 members 
Mstep: Class 40 contains 57488 members 
Mstep: Class 41 contains 15998 members 
Mstep: Class 42 contains 1436 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978160.000000 Penalty: 154790.421875
Iteration 264Q: 44 clusters Score -2.259782e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179036 members 
Mstep: Class 5 contains 185531 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 21698 members 
Mstep: Class 9 contains 23215 members 
Mstep: Class 10 contains 48781 members 
Mstep: Class 11 contains 40624 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 13905 members 
Mstep: Class 14 contains 56059 members 
Mstep: Class 15 contains 133200 members 
Mstep: Class 16 contains 193937 members 
Mstep: Class 17 contains 12144 members 
Mstep: Class 18 contains 58586 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 7077 members 
Mstep: Class 21 contains 256252 members 
Mstep: Class 22 contains 90041 members 
Mstep: Class 23 contains 18606 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10305 members 
Mstep: Class 28 contains 129134 members 
Mstep: Class 29 contains 14827 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 13538 members 
Mstep: Class 32 contains 177882 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 27744 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1091 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41670 members 
Mstep: Class 40 contains 57494 members 
Mstep: Class 41 contains 15998 members 
Mstep: Class 42 contains 1437 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978272.000000 Penalty: 154790.421875
Iteration 265Q: 44 clusters Score -2.259783e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 11891 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179033 members 
Mstep: Class 5 contains 185528 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 23213 members 
Mstep: Class 10 contains 48789 members 
Mstep: Class 11 contains 40623 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 13905 members 
Mstep: Class 14 contains 56067 members 
Mstep: Class 15 contains 133205 members 
Mstep: Class 16 contains 193936 members 
Mstep: Class 17 contains 12143 members 
Mstep: Class 18 contains 58569 members 
Mstep: Class 19 contains 13121 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256291 members 
Mstep: Class 22 contains 89986 members 
Mstep: Class 23 contains 18609 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36114 members 
Mstep: Class 26 contains 7453 members 
Mstep: Class 27 contains 10306 members 
Mstep: Class 28 contains 129131 members 
Mstep: Class 29 contains 14827 members 
Mstep: Class 30 contains 9148 members 
Mstep: Class 31 contains 13578 members 
Mstep: Class 32 contains 177907 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 27704 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1093 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41663 members 
Mstep: Class 40 contains 57499 members 
Mstep: Class 41 contains 15998 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978288.000000 Penalty: 154790.421875
Iteration 266Q: 44 clusters Score -2.259783e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179028 members 
Mstep: Class 5 contains 185537 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 48804 members 
Mstep: Class 11 contains 40623 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 13904 members 
Mstep: Class 14 contains 56074 members 
Mstep: Class 15 contains 133219 members 
Mstep: Class 16 contains 193926 members 
Mstep: Class 17 contains 12143 members 
Mstep: Class 18 contains 58555 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256324 members 
Mstep: Class 22 contains 89930 members 
Mstep: Class 23 contains 18609 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36118 members 
Mstep: Class 26 contains 7453 members 
Mstep: Class 27 contains 10306 members 
Mstep: Class 28 contains 129121 members 
Mstep: Class 29 contains 14827 members 
Mstep: Class 30 contains 9152 members 
Mstep: Class 31 contains 13625 members 
Mstep: Class 32 contains 177923 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 27650 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1094 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41658 members 
Mstep: Class 40 contains 57502 members 
Mstep: Class 41 contains 15999 members 
Mstep: Class 42 contains 1438 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978448.000000 Penalty: 154790.421875
Iteration 267Q: 44 clusters Score -2.259784e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179027 members 
Mstep: Class 5 contains 185535 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 48818 members 
Mstep: Class 11 contains 40626 members 
Mstep: Class 12 contains 11739 members 
Mstep: Class 13 contains 13904 members 
Mstep: Class 14 contains 56077 members 
Mstep: Class 15 contains 133222 members 
Mstep: Class 16 contains 193922 members 
Mstep: Class 17 contains 12148 members 
Mstep: Class 18 contains 58541 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256368 members 
Mstep: Class 22 contains 89876 members 
Mstep: Class 23 contains 18610 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36119 members 
Mstep: Class 26 contains 7452 members 
Mstep: Class 27 contains 10304 members 
Mstep: Class 28 contains 129110 members 
Mstep: Class 29 contains 14828 members 
Mstep: Class 30 contains 9154 members 
Mstep: Class 31 contains 13655 members 
Mstep: Class 32 contains 177936 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 27616 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1094 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41650 members 
Mstep: Class 40 contains 57510 members 
Mstep: Class 41 contains 15999 members 
Mstep: Class 42 contains 1439 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978320.000000 Penalty: 154790.421875
Iteration 268Q: 44 clusters Score -2.259783e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 11894 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 179030 members 
Mstep: Class 5 contains 185531 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 21700 members 
Mstep: Class 9 contains 23210 members 
Mstep: Class 10 contains 48825 members 
Mstep: Class 11 contains 40624 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 13904 members 
Mstep: Class 14 contains 56079 members 
Mstep: Class 15 contains 133215 members 
Mstep: Class 16 contains 193924 members 
Mstep: Class 17 contains 12151 members 
Mstep: Class 18 contains 58532 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256400 members 
Mstep: Class 22 contains 89831 members 
Mstep: Class 23 contains 18610 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36119 members 
Mstep: Class 26 contains 7452 members 
Mstep: Class 27 contains 10307 members 
Mstep: Class 28 contains 129107 members 
Mstep: Class 29 contains 14828 members 
Mstep: Class 30 contains 9157 members 
Mstep: Class 31 contains 13688 members 
Mstep: Class 32 contains 177964 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 27566 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1094 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41649 members 
Mstep: Class 40 contains 57516 members 
Mstep: Class 41 contains 15999 members 
Mstep: Class 42 contains 1441 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978256.000000 Penalty: 154790.421875
Iteration 269Q: 44 clusters Score -2.259783e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 11893 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 179033 members 
Mstep: Class 5 contains 185530 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 48831 members 
Mstep: Class 11 contains 40624 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 13904 members 
Mstep: Class 14 contains 56083 members 
Mstep: Class 15 contains 133215 members 
Mstep: Class 16 contains 193924 members 
Mstep: Class 17 contains 12153 members 
Mstep: Class 18 contains 58520 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256435 members 
Mstep: Class 22 contains 89795 members 
Mstep: Class 23 contains 18609 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36120 members 
Mstep: Class 26 contains 7452 members 
Mstep: Class 27 contains 10308 members 
Mstep: Class 28 contains 129096 members 
Mstep: Class 29 contains 14828 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 13718 members 
Mstep: Class 32 contains 177976 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 27523 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1093 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41647 members 
Mstep: Class 40 contains 57520 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1443 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978256.000000 Penalty: 154790.421875
Iteration 270Q: 44 clusters Score -2.259783e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 179030 members 
Mstep: Class 5 contains 185527 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 48847 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11740 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 56086 members 
Mstep: Class 15 contains 133215 members 
Mstep: Class 16 contains 193925 members 
Mstep: Class 17 contains 12156 members 
Mstep: Class 18 contains 58502 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256453 members 
Mstep: Class 22 contains 89747 members 
Mstep: Class 23 contains 18611 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36120 members 
Mstep: Class 26 contains 7453 members 
Mstep: Class 27 contains 10311 members 
Mstep: Class 28 contains 129087 members 
Mstep: Class 29 contains 14829 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 13751 members 
Mstep: Class 32 contains 178002 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 27483 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1094 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41644 members 
Mstep: Class 40 contains 57522 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1447 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978160.000000 Penalty: 154790.421875
Iteration 271Q: 44 clusters Score -2.259782e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 179031 members 
Mstep: Class 5 contains 185523 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 48855 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 56091 members 
Mstep: Class 15 contains 133217 members 
Mstep: Class 16 contains 193922 members 
Mstep: Class 17 contains 12150 members 
Mstep: Class 18 contains 58491 members 
Mstep: Class 19 contains 13112 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256479 members 
Mstep: Class 22 contains 89711 members 
Mstep: Class 23 contains 18612 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36120 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 10312 members 
Mstep: Class 28 contains 129077 members 
Mstep: Class 29 contains 14830 members 
Mstep: Class 30 contains 9162 members 
Mstep: Class 31 contains 13793 members 
Mstep: Class 32 contains 178041 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 27423 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41644 members 
Mstep: Class 40 contains 57527 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978192.000000 Penalty: 154790.421875
Iteration 272Q: 44 clusters Score -2.259782e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 11898 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 179032 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 23212 members 
Mstep: Class 10 contains 48858 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11733 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 56090 members 
Mstep: Class 15 contains 133219 members 
Mstep: Class 16 contains 193918 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 58479 members 
Mstep: Class 19 contains 13110 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256513 members 
Mstep: Class 22 contains 89685 members 
Mstep: Class 23 contains 18612 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10315 members 
Mstep: Class 28 contains 129077 members 
Mstep: Class 29 contains 14831 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 13842 members 
Mstep: Class 32 contains 178054 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 27365 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41646 members 
Mstep: Class 40 contains 57537 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978272.000000 Penalty: 154790.421875
Iteration 273Q: 44 clusters Score -2.259783e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 11901 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 179031 members 
Mstep: Class 5 contains 185511 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5448 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 23208 members 
Mstep: Class 10 contains 48861 members 
Mstep: Class 11 contains 40620 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 13904 members 
Mstep: Class 14 contains 56090 members 
Mstep: Class 15 contains 133221 members 
Mstep: Class 16 contains 193917 members 
Mstep: Class 17 contains 12145 members 
Mstep: Class 18 contains 58466 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 256567 members 
Mstep: Class 22 contains 89644 members 
Mstep: Class 23 contains 18612 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10315 members 
Mstep: Class 28 contains 129069 members 
Mstep: Class 29 contains 14831 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 13881 members 
Mstep: Class 32 contains 178070 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 27310 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41645 members 
Mstep: Class 40 contains 57544 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1448 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978256.000000 Penalty: 154790.421875
Iteration 274Q: 44 clusters Score -2.259783e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5917 members 
Mstep: Class 4 contains 179029 members 
Mstep: Class 5 contains 185508 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5450 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 23209 members 
Mstep: Class 10 contains 48864 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11741 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 56090 members 
Mstep: Class 15 contains 133225 members 
Mstep: Class 16 contains 193917 members 
Mstep: Class 17 contains 12144 members 
Mstep: Class 18 contains 58463 members 
Mstep: Class 19 contains 13108 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256611 members 
Mstep: Class 22 contains 89600 members 
Mstep: Class 23 contains 18613 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10312 members 
Mstep: Class 28 contains 129057 members 
Mstep: Class 29 contains 14831 members 
Mstep: Class 30 contains 9161 members 
Mstep: Class 31 contains 13934 members 
Mstep: Class 32 contains 178079 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 27249 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41641 members 
Mstep: Class 40 contains 57548 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1449 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978112.000000 Penalty: 154790.421875
Iteration 275Q: 44 clusters Score -2.259781e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5917 members 
Mstep: Class 4 contains 179028 members 
Mstep: Class 5 contains 185508 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 23208 members 
Mstep: Class 10 contains 48866 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 56090 members 
Mstep: Class 15 contains 133235 members 
Mstep: Class 16 contains 193912 members 
Mstep: Class 17 contains 12141 members 
Mstep: Class 18 contains 58466 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256652 members 
Mstep: Class 22 contains 89556 members 
Mstep: Class 23 contains 18613 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10314 members 
Mstep: Class 28 contains 129048 members 
Mstep: Class 29 contains 14831 members 
Mstep: Class 30 contains 9163 members 
Mstep: Class 31 contains 13972 members 
Mstep: Class 32 contains 178102 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 27182 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41636 members 
Mstep: Class 40 contains 57555 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1450 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978176.000000 Penalty: 154790.421875
Iteration 276Q: 44 clusters Score -2.259782e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 179025 members 
Mstep: Class 5 contains 185506 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5452 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 23205 members 
Mstep: Class 10 contains 48867 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11743 members 
Mstep: Class 13 contains 13899 members 
Mstep: Class 14 contains 56093 members 
Mstep: Class 15 contains 133246 members 
Mstep: Class 16 contains 193910 members 
Mstep: Class 17 contains 12139 members 
Mstep: Class 18 contains 58455 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256682 members 
Mstep: Class 22 contains 89526 members 
Mstep: Class 23 contains 18614 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10317 members 
Mstep: Class 28 contains 129041 members 
Mstep: Class 29 contains 14832 members 
Mstep: Class 30 contains 9166 members 
Mstep: Class 31 contains 13999 members 
Mstep: Class 32 contains 178127 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 27123 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41637 members 
Mstep: Class 40 contains 57557 members 
Mstep: Class 41 contains 16000 members 
Mstep: Class 42 contains 1450 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978080.000000 Penalty: 154790.421875
Iteration 277Q: 44 clusters Score -2.259781e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179031 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 23201 members 
Mstep: Class 10 contains 48875 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11746 members 
Mstep: Class 13 contains 13897 members 
Mstep: Class 14 contains 56096 members 
Mstep: Class 15 contains 133250 members 
Mstep: Class 16 contains 193907 members 
Mstep: Class 17 contains 12134 members 
Mstep: Class 18 contains 58437 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256725 members 
Mstep: Class 22 contains 89500 members 
Mstep: Class 23 contains 18615 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36123 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10321 members 
Mstep: Class 28 contains 129031 members 
Mstep: Class 29 contains 14832 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14035 members 
Mstep: Class 32 contains 178145 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 27058 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41633 members 
Mstep: Class 40 contains 57562 members 
Mstep: Class 41 contains 16002 members 
Mstep: Class 42 contains 1450 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978080.000000 Penalty: 154790.421875
Iteration 278Q: 44 clusters Score -2.259781e+08 nChanged 309
Entering ConstructFrom: 
Score: -225978080.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (59599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Entering Unmasked Estep 
Score: -6920185.000000 Penalty: 2726.857666
	Iteration 0F: 2 clusters Score -6920185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -6880353.000000 Penalty: 5453.715332
	Iteration 0F: 3 clusters Score -6880353 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -6895609.000000 Penalty: 5453.715332
	Iteration 1F: 3 clusters Score -6895609 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -6896518.500000 Penalty: 5453.715332
	Iteration 2Q: 3 clusters Score -6896518 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6897690.000000 Penalty: 5453.715332
	Iteration 3Q: 3 clusters Score -6897690 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -6899351.000000 Penalty: 5453.715332
	Iteration 4F: 3 clusters Score -6899351 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -6901980.500000 Penalty: 5453.715332
	Iteration 5F: 3 clusters Score -6901980 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -6905401.000000 Penalty: 5453.715332
	Iteration 6F: 3 clusters Score -6905401 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -6909014.000000 Penalty: 5453.715332
	Iteration 7F: 3 clusters Score -6909014 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -6912143.500000 Penalty: 5453.715332
	Iteration 8F: 3 clusters Score -6912144 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -6914475.500000 Penalty: 5453.715332
	Iteration 9Q: 3 clusters Score -6914476 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -6915845.500000 Penalty: 5453.715332
	Iteration 10Q: 3 clusters Score -6915846 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6916725.500000 Penalty: 5453.715332
	Iteration 11Q: 3 clusters Score -6916726 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6917233.000000 Penalty: 5453.715332
	Iteration 12Q: 3 clusters Score -6917233 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6917534.000000 Penalty: 5453.715332
	Iteration 13Q: 3 clusters Score -6917534 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6917672.500000 Penalty: 5453.715332
	Iteration 14Q: 3 clusters Score -6917672 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6917755.500000 Penalty: 5453.715332
	Iteration 15Q: 3 clusters Score -6917756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6917801.000000 Penalty: 5453.715332
	Iteration 16Q: 3 clusters Score -6917801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6917860.500000 Penalty: 5453.715332
	Iteration 17Q: 3 clusters Score -6917860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6917896.500000 Penalty: 5453.715332
	Iteration 18Q: 3 clusters Score -6917896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6917913.000000 Penalty: 5453.715332
	Iteration 19Q: 3 clusters Score -6917913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6917918.000000 Penalty: 5453.715332
	Iteration 20F: 3 clusters Score -6917918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6917929.000000 Penalty: 5453.715332
	Iteration 21Q: 3 clusters Score -6917929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6917945.500000 Penalty: 5453.715332
	Iteration 22Q: 3 clusters Score -6917946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6917947.500000 Penalty: 5453.715332
	Iteration 23Q: 3 clusters Score -6917948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6917958.500000 Penalty: 5453.715332
	Iteration 24Q: 3 clusters Score -6917958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6917963.000000 Penalty: 5453.715332
	Iteration 25Q: 3 clusters Score -6917963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6917968.000000 Penalty: 5453.715332
	Iteration 26Q: 3 clusters Score -6917968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6917971.500000 Penalty: 5453.715332
	Iteration 27Q: 3 clusters Score -6917972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6917973.500000 Penalty: 5453.715332
	Iteration 28Q: 3 clusters Score -6917974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6917970.500000 Penalty: 5453.715332
	Iteration 29Q: 3 clusters Score -6917970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59000 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6917971.000000 Penalty: 5453.715332
	Iteration 30Q: 3 clusters Score -6917971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6917971.500000 Penalty: 5453.715332
	Iteration 31Q: 3 clusters Score -6917972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6917976.000000 Penalty: 5453.715332
	Iteration 32Q: 3 clusters Score -6917976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6917976.000000 Penalty: 5453.715332
	Iteration 33F: 3 clusters Score -6917976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Entering Unmasked Estep 
Score: -1369724.625000 Penalty: 2327.450684
	Iteration 0F: 2 clusters Score -1369725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1360904.750000 Penalty: 4654.901367
	Iteration 0F: 3 clusters Score -1360905 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1363482.500000 Penalty: 4654.901367
	Iteration 1F: 3 clusters Score -1363482 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1363779.875000 Penalty: 4654.901367
	Iteration 2F: 3 clusters Score -1363780 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1364022.500000 Penalty: 4654.901367
	Iteration 3Q: 3 clusters Score -1364022 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1364246.625000 Penalty: 4654.901367
	Iteration 4Q: 3 clusters Score -1364247 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1364491.750000 Penalty: 4654.901367
	Iteration 5Q: 3 clusters Score -1364492 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1364810.625000 Penalty: 4654.901367
	Iteration 6Q: 3 clusters Score -1364811 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1365265.125000 Penalty: 4654.901367
	Iteration 7F: 3 clusters Score -1365265 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1365813.000000 Penalty: 4654.901367
	Iteration 8F: 3 clusters Score -1365813 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1366423.375000 Penalty: 4654.901367
	Iteration 9F: 3 clusters Score -1366423 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1366925.625000 Penalty: 4654.901367
	Iteration 10Q: 3 clusters Score -1366926 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1367289.000000 Penalty: 4654.901367
	Iteration 11Q: 3 clusters Score -1367289 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1367531.375000 Penalty: 4654.901367
	Iteration 12Q: 3 clusters Score -1367531 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1367684.000000 Penalty: 4654.901367
	Iteration 13Q: 3 clusters Score -1367684 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1367779.875000 Penalty: 4654.901367
	Iteration 14Q: 3 clusters Score -1367780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1367851.625000 Penalty: 4654.901367
	Iteration 15Q: 3 clusters Score -1367852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1367916.125000 Penalty: 4654.901367
	Iteration 16Q: 3 clusters Score -1367916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1367957.500000 Penalty: 4654.901367
	Iteration 17Q: 3 clusters Score -1367958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1367992.875000 Penalty: 4654.901367
	Iteration 18Q: 3 clusters Score -1367993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1368028.125000 Penalty: 4654.901367
	Iteration 19Q: 3 clusters Score -1368028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1368054.000000 Penalty: 4654.901367
	Iteration 20F: 3 clusters Score -1368054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1368087.000000 Penalty: 4654.901367
	Iteration 21Q: 3 clusters Score -1368087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1368103.125000 Penalty: 4654.901367
	Iteration 22Q: 3 clusters Score -1368103 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1368132.375000 Penalty: 4654.901367
	Iteration 23Q: 3 clusters Score -1368132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1368160.000000 Penalty: 4654.901367
	Iteration 24Q: 3 clusters Score -1368160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1368178.000000 Penalty: 4654.901367
	Iteration 25Q: 3 clusters Score -1368178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1368198.750000 Penalty: 4654.901367
	Iteration 26Q: 3 clusters Score -1368199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1368211.250000 Penalty: 4654.901367
	Iteration 27Q: 3 clusters Score -1368211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1368227.125000 Penalty: 4654.901367
	Iteration 28Q: 3 clusters Score -1368227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1368245.500000 Penalty: 4654.901367
	Iteration 29Q: 3 clusters Score -1368246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1368250.375000 Penalty: 4654.901367
	Iteration 30Q: 3 clusters Score -1368250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1368254.625000 Penalty: 4654.901367
	Iteration 31Q: 3 clusters Score -1368255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1368258.500000 Penalty: 4654.901367
	Iteration 32Q: 3 clusters Score -1368258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1368259.125000 Penalty: 4654.901367
	Iteration 33Q: 3 clusters Score -1368259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1368259.375000 Penalty: 4654.901367
	Iteration 34Q: 3 clusters Score -1368259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1368260.375000 Penalty: 4654.901367
	Iteration 35Q: 3 clusters Score -1368260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1368261.625000 Penalty: 4654.901367
	Iteration 36Q: 3 clusters Score -1368262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1368261.625000 Penalty: 4654.901367
	Iteration 37F: 3 clusters Score -1368262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -663147.500000 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -663147.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -658140.000000 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -658140 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -659375.937500 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -659375.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -659660.062500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -659660.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -659894.000000 Penalty: 4308.636719
	Iteration 3F: 3 clusters Score -659894 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -660065.312500 Penalty: 4308.636719
	Iteration 4Q: 3 clusters Score -660065.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -660207.437500 Penalty: 4308.636719
	Iteration 5Q: 3 clusters Score -660207.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -660320.375000 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -660320.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -660420.500000 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -660420.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -660502.937500 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -660502.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -660574.250000 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -660574.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -660635.375000 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -660635.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -660685.437500 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -660685.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -660730.187500 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -660730.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -660776.625000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -660776.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -660821.687500 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -660821.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -660866.000000 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -660866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -660904.375000 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -660904.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -660940.375000 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -660940.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -660969.062500 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -660969.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -661001.875000 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -661001.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -661020.062500 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -661020.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -661038.500000 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -661038.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -661052.625000 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -661052.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -661069.250000 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -661069.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -661077.687500 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -661077.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -661084.562500 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -661084.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -661093.000000 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -661093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -661100.187500 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -661100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -661103.250000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -661103.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -661107.875000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -661107.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -661113.687500 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -661113.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -661115.875000 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -661115.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -661120.187500 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -661120.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -661126.875000 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -661126.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -661131.875000 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -661131.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -661136.437500 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -661136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -661140.875000 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -661140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -661143.812500 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -661143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -661143.437500 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -661143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -661146.562500 Penalty: 4308.636719
	Iteration 39Q: 3 clusters Score -661146.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -661148.875000 Penalty: 4308.636719
	Iteration 40F: 3 clusters Score -661148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -661151.750000 Penalty: 4308.636719
	Iteration 41Q: 3 clusters Score -661151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -661153.375000 Penalty: 4308.636719
	Iteration 42Q: 3 clusters Score -661153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -661154.375000 Penalty: 4308.636719
	Iteration 43Q: 3 clusters Score -661154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -661156.000000 Penalty: 4308.636719
	Iteration 44Q: 3 clusters Score -661156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -661156.062500 Penalty: 4308.636719
	Iteration 45Q: 3 clusters Score -661156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -661156.750000 Penalty: 4308.636719
	Iteration 46Q: 3 clusters Score -661156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -661158.062500 Penalty: 4308.636719
	Iteration 47Q: 3 clusters Score -661158.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -661158.062500 Penalty: 4308.636719
	Iteration 48F: 3 clusters Score -661158.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (179034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179034 members 
Entering Unmasked Estep 
Score: -20726938.000000 Penalty: 2999.642090
	Iteration 0F: 2 clusters Score -2.072694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -20607878.000000 Penalty: 5999.284180
	Iteration 0F: 3 clusters Score -2.060788e+07 nChanged 85881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 91880 members 
Entering Unmasked Estep 
Score: -20659156.000000 Penalty: 5999.284180
	Iteration 1F: 3 clusters Score -2.065916e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 93219 members 
Entering Unmasked Estep 
Score: -20660828.000000 Penalty: 5999.284180
	Iteration 2Q: 3 clusters Score -2.066083e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -20662816.000000 Penalty: 5999.284180
	Iteration 3Q: 3 clusters Score -2.066282e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -20665342.000000 Penalty: 5999.284180
	Iteration 4Q: 3 clusters Score -2.066534e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77112 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -20669016.000000 Penalty: 5999.284180
	Iteration 5Q: 3 clusters Score -2.066902e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 106824 members 
Entering Unmasked Estep 
Score: -20674408.000000 Penalty: 5999.284180
	Iteration 6F: 3 clusters Score -2.067441e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 112170 members 
Entering Unmasked Estep 
Score: -20681574.000000 Penalty: 5999.284180
	Iteration 7F: 3 clusters Score -2.068157e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62036 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -20689388.000000 Penalty: 5999.284180
	Iteration 8F: 3 clusters Score -2.068939e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 120778 members 
Entering Unmasked Estep 
Score: -20694722.000000 Penalty: 5999.284180
	Iteration 9F: 3 clusters Score -2.069472e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
Score: -20697420.000000 Penalty: 5999.284180
	Iteration 10Q: 3 clusters Score -2.069742e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 126883 members 
Entering Unmasked Estep 
Score: -20698724.000000 Penalty: 5999.284180
	Iteration 11Q: 3 clusters Score -2.069872e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 130128 members 
Entering Unmasked Estep 
Score: -20699826.000000 Penalty: 5999.284180
	Iteration 12Q: 3 clusters Score -2.069983e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 133435 members 
Entering Unmasked Estep 
Score: -20700990.000000 Penalty: 5999.284180
	Iteration 13Q: 3 clusters Score -2.070099e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 136924 members 
Entering Unmasked Estep 
Score: -20702044.000000 Penalty: 5999.284180
	Iteration 14Q: 3 clusters Score -2.070204e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 140589 members 
Entering Unmasked Estep 
Score: -20703416.000000 Penalty: 5999.284180
	Iteration 15Q: 3 clusters Score -2.070342e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 144324 members 
Entering Unmasked Estep 
Score: -20705268.000000 Penalty: 5999.284180
	Iteration 16Q: 3 clusters Score -2.070527e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 148154 members 
Entering Unmasked Estep 
Score: -20706900.000000 Penalty: 5999.284180
	Iteration 17Q: 3 clusters Score -2.07069e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -20708814.000000 Penalty: 5999.284180
	Iteration 18Q: 3 clusters Score -2.070881e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 155980 members 
Entering Unmasked Estep 
Score: -20710760.000000 Penalty: 5999.284180
	Iteration 19Q: 3 clusters Score -2.071076e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 159705 members 
Entering Unmasked Estep 
Score: -20712874.000000 Penalty: 5999.284180
	Iteration 20F: 3 clusters Score -2.071287e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -20714930.000000 Penalty: 5999.284180
	Iteration 21Q: 3 clusters Score -2.071493e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 166560 members 
Entering Unmasked Estep 
Score: -20716850.000000 Penalty: 5999.284180
	Iteration 22Q: 3 clusters Score -2.071685e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 169388 members 
Entering Unmasked Estep 
Score: -20718518.000000 Penalty: 5999.284180
	Iteration 23Q: 3 clusters Score -2.071852e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 171769 members 
Entering Unmasked Estep 
Score: -20719888.000000 Penalty: 5999.284180
	Iteration 24Q: 3 clusters Score -2.071989e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 173771 members 
Entering Unmasked Estep 
Score: -20721154.000000 Penalty: 5999.284180
	Iteration 25Q: 3 clusters Score -2.072115e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 175316 members 
Entering Unmasked Estep 
Score: -20722166.000000 Penalty: 5999.284180
	Iteration 26Q: 3 clusters Score -2.072217e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 176456 members 
Entering Unmasked Estep 
Score: -20722900.000000 Penalty: 5999.284180
	Iteration 27Q: 3 clusters Score -2.07229e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -20723346.000000 Penalty: 5999.284180
	Iteration 28Q: 3 clusters Score -2.072335e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 177739 members 
Entering Unmasked Estep 
Score: -20723618.000000 Penalty: 5999.284180
	Iteration 29Q: 3 clusters Score -2.072362e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -20723838.000000 Penalty: 5999.284180
	Iteration 30Q: 3 clusters Score -2.072384e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 178231 members 
Entering Unmasked Estep 
Score: -20723948.000000 Penalty: 5999.284180
	Iteration 31Q: 3 clusters Score -2.072395e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -20724044.000000 Penalty: 5999.284180
	Iteration 32Q: 3 clusters Score -2.072404e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 178409 members 
Entering Unmasked Estep 
Score: -20724124.000000 Penalty: 5999.284180
	Iteration 33Q: 3 clusters Score -2.072412e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 178459 members 
Entering Unmasked Estep 
Score: -20724158.000000 Penalty: 5999.284180
	Iteration 34Q: 3 clusters Score -2.072416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 178495 members 
Entering Unmasked Estep 
Score: -20724174.000000 Penalty: 5999.284180
	Iteration 35Q: 3 clusters Score -2.072417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 178516 members 
Entering Unmasked Estep 
Score: -20724188.000000 Penalty: 5999.284180
	Iteration 36Q: 3 clusters Score -2.072419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -20724206.000000 Penalty: 5999.284180
	Iteration 37Q: 3 clusters Score -2.072421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 178536 members 
Entering Unmasked Estep 
Score: -20724212.000000 Penalty: 5999.284180
	Iteration 38Q: 3 clusters Score -2.072421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 178543 members 
Entering Unmasked Estep 
Score: -20724212.000000 Penalty: 5999.284180
	Iteration 39Q: 3 clusters Score -2.072421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 178545 members 
Entering Unmasked Estep 
Score: -20724212.000000 Penalty: 5999.284180
	Iteration 40F: 3 clusters Score -2.072421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 178546 members 
Entering Unmasked Estep 
Score: -20724212.000000 Penalty: 5999.284180
	Iteration 41Q: 3 clusters Score -2.072421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 178545 members 
Entering Unmasked Estep 
Score: -20724218.000000 Penalty: 5999.284180
	Iteration 42Q: 3 clusters Score -2.072422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 178548 members 
Entering Unmasked Estep 
Score: -20724234.000000 Penalty: 5999.284180
	Iteration 43Q: 3 clusters Score -2.072423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 178555 members 
Entering Unmasked Estep 
Score: -20724236.000000 Penalty: 5999.284180
	Iteration 44Q: 3 clusters Score -2.072424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 178566 members 
Entering Unmasked Estep 
Score: -20724244.000000 Penalty: 5999.284180
	Iteration 45Q: 3 clusters Score -2.072424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 178567 members 
Entering Unmasked Estep 
Score: -20724240.000000 Penalty: 5999.284180
	Iteration 46Q: 3 clusters Score -2.072424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 178569 members 
Entering Unmasked Estep 
Score: -20724238.000000 Penalty: 5999.284180
	Iteration 47Q: 3 clusters Score -2.072424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 178575 members 
Entering Unmasked Estep 
Score: -20724244.000000 Penalty: 5999.284180
	Iteration 48Q: 3 clusters Score -2.072424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -20724228.000000 Penalty: 5999.284180
	Iteration 49Q: 3 clusters Score -2.072423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 178581 members 
Entering Unmasked Estep 
Score: -20724240.000000 Penalty: 5999.284180
	Iteration 50Q: 3 clusters Score -2.072424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 178582 members 
Entering Unmasked Estep 
Score: -20724234.000000 Penalty: 5999.284180
	Iteration 51Q: 3 clusters Score -2.072423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 178582 members 
Entering Unmasked Estep 
Score: -20724234.000000 Penalty: 5999.284180
	Iteration 52F: 3 clusters Score -2.072423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185499 members 
Entering Unmasked Estep 
Score: -21775196.000000 Penalty: 3008.439697
	Iteration 0F: 2 clusters Score -2.17752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92889 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -21656816.000000 Penalty: 6016.879395
	Iteration 0F: 3 clusters Score -2.165682e+07 nChanged 89156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -21709604.000000 Penalty: 6016.879395
	Iteration 1F: 3 clusters Score -2.17096e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -21712252.000000 Penalty: 6016.879395
	Iteration 2Q: 3 clusters Score -2.171225e+07 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -21716222.000000 Penalty: 6016.879395
	Iteration 3Q: 3 clusters Score -2.171622e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -21722032.000000 Penalty: 6016.879395
	Iteration 4F: 3 clusters Score -2.172203e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -21728792.000000 Penalty: 6016.879395
	Iteration 5F: 3 clusters Score -2.172879e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 99020 members 
Entering Unmasked Estep 
Score: -21734740.000000 Penalty: 6016.879395
	Iteration 6F: 3 clusters Score -2.173474e+07 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 99169 members 
Entering Unmasked Estep 
Score: -21738946.000000 Penalty: 6016.879395
	Iteration 7F: 3 clusters Score -2.173895e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86725 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -21741432.000000 Penalty: 6016.879395
	Iteration 8Q: 3 clusters Score -2.174143e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -21742624.000000 Penalty: 6016.879395
	Iteration 9Q: 3 clusters Score -2.174262e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -21743276.000000 Penalty: 6016.879395
	Iteration 10Q: 3 clusters Score -2.174328e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89769 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -21743442.000000 Penalty: 6016.879395
	Iteration 11Q: 3 clusters Score -2.174344e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91369 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -21743794.000000 Penalty: 6016.879395
	Iteration 12Q: 3 clusters Score -2.174379e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -21744046.000000 Penalty: 6016.879395
	Iteration 13Q: 3 clusters Score -2.174405e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -21744420.000000 Penalty: 6016.879395
	Iteration 14Q: 3 clusters Score -2.174442e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -21744804.000000 Penalty: 6016.879395
	Iteration 15Q: 3 clusters Score -2.17448e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101525 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -21745448.000000 Penalty: 6016.879395
	Iteration 16Q: 3 clusters Score -2.174545e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -21746408.000000 Penalty: 6016.879395
	Iteration 17Q: 3 clusters Score -2.174641e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -21747478.000000 Penalty: 6016.879395
	Iteration 18Q: 3 clusters Score -2.174748e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -21749038.000000 Penalty: 6016.879395
	Iteration 19Q: 3 clusters Score -2.174904e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121055 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -21750988.000000 Penalty: 6016.879395
	Iteration 20F: 3 clusters Score -2.175099e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -21753498.000000 Penalty: 6016.879395
	Iteration 21Q: 3 clusters Score -2.17535e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -21756590.000000 Penalty: 6016.879395
	Iteration 22Q: 3 clusters Score -2.175659e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143245 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -21760068.000000 Penalty: 6016.879395
	Iteration 23Q: 3 clusters Score -2.176007e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150922 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -21763880.000000 Penalty: 6016.879395
	Iteration 24Q: 3 clusters Score -2.176388e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -21767242.000000 Penalty: 6016.879395
	Iteration 25Q: 3 clusters Score -2.176724e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -21769588.000000 Penalty: 6016.879395
	Iteration 26Q: 3 clusters Score -2.176959e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169252 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -21771436.000000 Penalty: 6016.879395
	Iteration 27Q: 3 clusters Score -2.177144e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -21772448.000000 Penalty: 6016.879395
	Iteration 28Q: 3 clusters Score -2.177245e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175960 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -21773046.000000 Penalty: 6016.879395
	Iteration 29Q: 3 clusters Score -2.177305e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177892 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -21773230.000000 Penalty: 6016.879395
	Iteration 30Q: 3 clusters Score -2.177323e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179240 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -21773372.000000 Penalty: 6016.879395
	Iteration 31Q: 3 clusters Score -2.177337e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180171 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -21773430.000000 Penalty: 6016.879395
	Iteration 32Q: 3 clusters Score -2.177343e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180831 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -21773454.000000 Penalty: 6016.879395
	Iteration 33Q: 3 clusters Score -2.177345e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181320 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -21773490.000000 Penalty: 6016.879395
	Iteration 34Q: 3 clusters Score -2.177349e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181688 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -21773522.000000 Penalty: 6016.879395
	Iteration 35Q: 3 clusters Score -2.177352e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181975 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -21773528.000000 Penalty: 6016.879395
	Iteration 36Q: 3 clusters Score -2.177353e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182162 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -21773552.000000 Penalty: 6016.879395
	Iteration 37Q: 3 clusters Score -2.177355e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182319 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21773530.000000 Penalty: 6016.879395
	Iteration 38Q: 3 clusters Score -2.177353e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182452 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -21773578.000000 Penalty: 6016.879395
	Iteration 39Q: 3 clusters Score -2.177358e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182550 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21773544.000000 Penalty: 6016.879395
	Iteration 40F: 3 clusters Score -2.177354e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182629 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21773522.000000 Penalty: 6016.879395
	Iteration 41Q: 3 clusters Score -2.177352e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182714 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -21773516.000000 Penalty: 6016.879395
	Iteration 42Q: 3 clusters Score -2.177352e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182781 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -21773518.000000 Penalty: 6016.879395
	Iteration 43Q: 3 clusters Score -2.177352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182833 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -21773534.000000 Penalty: 6016.879395
	Iteration 44Q: 3 clusters Score -2.177353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182892 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -21773556.000000 Penalty: 6016.879395
	Iteration 45Q: 3 clusters Score -2.177356e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182947 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21773532.000000 Penalty: 6016.879395
	Iteration 46Q: 3 clusters Score -2.177353e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182989 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21773542.000000 Penalty: 6016.879395
	Iteration 47Q: 3 clusters Score -2.177354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183008 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21773548.000000 Penalty: 6016.879395
	Iteration 48Q: 3 clusters Score -2.177355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183024 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21773562.000000 Penalty: 6016.879395
	Iteration 49Q: 3 clusters Score -2.177356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183034 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -21773556.000000 Penalty: 6016.879395
	Iteration 50Q: 3 clusters Score -2.177356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183049 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -21773554.000000 Penalty: 6016.879395
	Iteration 51Q: 3 clusters Score -2.177355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183063 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -21773562.000000 Penalty: 6016.879395
	Iteration 52Q: 3 clusters Score -2.177356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21773586.000000 Penalty: 6016.879395
	Iteration 53Q: 3 clusters Score -2.177359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183091 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21773600.000000 Penalty: 6016.879395
	Iteration 54Q: 3 clusters Score -2.17736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183105 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -21773606.000000 Penalty: 6016.879395
	Iteration 55Q: 3 clusters Score -2.177361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -21773580.000000 Penalty: 6016.879395
	Iteration 56Q: 3 clusters Score -2.177358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183123 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -21773594.000000 Penalty: 6016.879395
	Iteration 57Q: 3 clusters Score -2.177359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183138 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -21773612.000000 Penalty: 6016.879395
	Iteration 58Q: 3 clusters Score -2.177361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183147 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -21773616.000000 Penalty: 6016.879395
	Iteration 59Q: 3 clusters Score -2.177362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183156 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21773608.000000 Penalty: 6016.879395
	Iteration 60F: 3 clusters Score -2.177361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -21773624.000000 Penalty: 6016.879395
	Iteration 61Q: 3 clusters Score -2.177362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21773618.000000 Penalty: 6016.879395
	Iteration 62Q: 3 clusters Score -2.177362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183192 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -21773614.000000 Penalty: 6016.879395
	Iteration 63Q: 3 clusters Score -2.177361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21773616.000000 Penalty: 6016.879395
	Iteration 64Q: 3 clusters Score -2.177362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -21773622.000000 Penalty: 6016.879395
	Iteration 65Q: 3 clusters Score -2.177362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183203 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21773620.000000 Penalty: 6016.879395
	Iteration 66Q: 3 clusters Score -2.177362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183209 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21773632.000000 Penalty: 6016.879395
	Iteration 67Q: 3 clusters Score -2.177363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183214 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21773632.000000 Penalty: 6016.879395
	Iteration 68Q: 3 clusters Score -2.177363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183216 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21773636.000000 Penalty: 6016.879395
	Iteration 69Q: 3 clusters Score -2.177364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183219 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21773644.000000 Penalty: 6016.879395
	Iteration 70Q: 3 clusters Score -2.177364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21773620.000000 Penalty: 6016.879395
	Iteration 71Q: 3 clusters Score -2.177362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183227 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21773636.000000 Penalty: 6016.879395
	Iteration 72Q: 3 clusters Score -2.177364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183235 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21773620.000000 Penalty: 6016.879395
	Iteration 73Q: 3 clusters Score -2.177362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183241 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21773638.000000 Penalty: 6016.879395
	Iteration 74Q: 3 clusters Score -2.177364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21773642.000000 Penalty: 6016.879395
	Iteration 75Q: 3 clusters Score -2.177364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183266 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -21773634.000000 Penalty: 6016.879395
	Iteration 76Q: 3 clusters Score -2.177363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183270 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -21773628.000000 Penalty: 6016.879395
	Iteration 77Q: 3 clusters Score -2.177363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183279 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21773622.000000 Penalty: 6016.879395
	Iteration 78Q: 3 clusters Score -2.177362e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183289 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -21773628.000000 Penalty: 6016.879395
	Iteration 79Q: 3 clusters Score -2.177363e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183299 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21773620.000000 Penalty: 6016.879395
	Iteration 80F: 3 clusters Score -2.177362e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183308 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21773628.000000 Penalty: 6016.879395
	Iteration 81Q: 3 clusters Score -2.177363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183312 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -21773612.000000 Penalty: 6016.879395
	Iteration 82Q: 3 clusters Score -2.177361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183318 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -21773616.000000 Penalty: 6016.879395
	Iteration 83Q: 3 clusters Score -2.177362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183321 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -21773598.000000 Penalty: 6016.879395
	Iteration 84Q: 3 clusters Score -2.17736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -21773610.000000 Penalty: 6016.879395
	Iteration 85Q: 3 clusters Score -2.177361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183323 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -21773616.000000 Penalty: 6016.879395
	Iteration 86Q: 3 clusters Score -2.177362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183325 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -21773600.000000 Penalty: 6016.879395
	Iteration 87Q: 3 clusters Score -2.17736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -21773612.000000 Penalty: 6016.879395
	Iteration 88Q: 3 clusters Score -2.177361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -21773616.000000 Penalty: 6016.879395
	Iteration 89Q: 3 clusters Score -2.177362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21773602.000000 Penalty: 6016.879395
	Iteration 90Q: 3 clusters Score -2.17736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183336 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -21773608.000000 Penalty: 6016.879395
	Iteration 91Q: 3 clusters Score -2.177361e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183335 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -21773602.000000 Penalty: 6016.879395
	Iteration 92Q: 3 clusters Score -2.17736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183337 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21773598.000000 Penalty: 6016.879395
	Iteration 93Q: 3 clusters Score -2.17736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183337 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21773598.000000 Penalty: 6016.879395
	Iteration 94F: 3 clusters Score -2.17736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -85101.687500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -85101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83314.976562 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -83314.98 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83659.265625 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -83659.27 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83820.875000 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -83820.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83928.562500 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -83928.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -83992.640625 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -83992.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84071.539062 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -84071.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84157.601562 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -84157.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84232.023438 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -84232.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84270.773438 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -84270.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84296.375000 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -84296.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -84319.882812 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -84319.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -84338.921875 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -84338.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84354.593750 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -84354.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84365.390625 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -84365.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -84374.609375 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -84374.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -84379.242188 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -84379.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84383.562500 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -84383.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84401.289062 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -84401.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84432.539062 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -84432.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84475.976562 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -84475.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -84517.875000 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -84517.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84667.476562 Penalty: 3339.176514
	Iteration 21Q: 3 clusters Score -84667.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -85113.632812 Penalty: 3339.176514
	Iteration 22Q: 3 clusters Score -85113.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -85298.476562 Penalty: 3339.176514
	Iteration 23Q: 3 clusters Score -85298.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85368.382812 Penalty: 3339.176514
	Iteration 24Q: 3 clusters Score -85368.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85423.601562 Penalty: 3339.176514
	Iteration 25Q: 3 clusters Score -85423.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85456.140625 Penalty: 3339.176514
	Iteration 26Q: 3 clusters Score -85456.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85535.187500 Penalty: 3339.176514
	Iteration 27Q: 3 clusters Score -85535.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85585.609375 Penalty: 3339.176514
	Iteration 28Q: 3 clusters Score -85585.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85612.109375 Penalty: 3339.176514
	Iteration 29Q: 3 clusters Score -85612.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85630.781250 Penalty: 3339.176514
	Iteration 30Q: 3 clusters Score -85630.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85634.382812 Penalty: 3339.176514
	Iteration 31Q: 3 clusters Score -85634.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85637.843750 Penalty: 3339.176514
	Iteration 32Q: 3 clusters Score -85637.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85677.476562 Penalty: 3339.176514
	Iteration 33Q: 3 clusters Score -85677.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85685.929688 Penalty: 3339.176514
	Iteration 34Q: 3 clusters Score -85685.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85687.656250 Penalty: 3339.176514
	Iteration 35Q: 3 clusters Score -85687.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85690.320312 Penalty: 3339.176514
	Iteration 36Q: 3 clusters Score -85690.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85690.320312 Penalty: 3339.176514
	Iteration 37F: 3 clusters Score -85690.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 179034 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 23198 members 
Mstep: Class 10 contains 48886 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 13891 members 
Mstep: Class 14 contains 56096 members 
Mstep: Class 15 contains 133254 members 
Mstep: Class 16 contains 193909 members 
Mstep: Class 17 contains 12129 members 
Mstep: Class 18 contains 58423 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256762 members 
Mstep: Class 22 contains 89476 members 
Mstep: Class 23 contains 18615 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10321 members 
Mstep: Class 28 contains 129022 members 
Mstep: Class 29 contains 14832 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14068 members 
Mstep: Class 32 contains 178170 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 26998 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41629 members 
Mstep: Class 40 contains 57567 members 
Mstep: Class 41 contains 16002 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 44 contains 300 members 
Entering Unmasked Estep 
Score: -225976832.000000 Penalty: 158390.203125
Splitting cluster 6 changes total score from -225978080.000000 to -225976832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Entering Unmasked Estep 
Score: -576693.812500 Penalty: 2133.772461
	Iteration 0F: 2 clusters Score -576693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -571931.500000 Penalty: 4267.544922
	Iteration 0F: 3 clusters Score -571931.5 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -573245.000000 Penalty: 4267.544922
	Iteration 1F: 3 clusters Score -573245 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -573600.875000 Penalty: 4267.544922
	Iteration 2F: 3 clusters Score -573600.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -573868.937500 Penalty: 4267.544922
	Iteration 3F: 3 clusters Score -573868.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -574096.687500 Penalty: 4267.544922
	Iteration 4F: 3 clusters Score -574096.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -574284.937500 Penalty: 4267.544922
	Iteration 5Q: 3 clusters Score -574284.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -574444.937500 Penalty: 4267.544922
	Iteration 6Q: 3 clusters Score -574444.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -574561.062500 Penalty: 4267.544922
	Iteration 7Q: 3 clusters Score -574561.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -574652.062500 Penalty: 4267.544922
	Iteration 8Q: 3 clusters Score -574652.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -574723.062500 Penalty: 4267.544922
	Iteration 9Q: 3 clusters Score -574723.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -574784.125000 Penalty: 4267.544922
	Iteration 10Q: 3 clusters Score -574784.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -574835.312500 Penalty: 4267.544922
	Iteration 11Q: 3 clusters Score -574835.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -574877.125000 Penalty: 4267.544922
	Iteration 12Q: 3 clusters Score -574877.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -574907.000000 Penalty: 4267.544922
	Iteration 13Q: 3 clusters Score -574907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -574931.125000 Penalty: 4267.544922
	Iteration 14Q: 3 clusters Score -574931.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -574954.562500 Penalty: 4267.544922
	Iteration 15Q: 3 clusters Score -574954.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -574973.062500 Penalty: 4267.544922
	Iteration 16Q: 3 clusters Score -574973.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -574995.500000 Penalty: 4267.544922
	Iteration 17Q: 3 clusters Score -574995.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -575014.687500 Penalty: 4267.544922
	Iteration 18Q: 3 clusters Score -575014.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -575035.750000 Penalty: 4267.544922
	Iteration 19Q: 3 clusters Score -575035.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -575052.250000 Penalty: 4267.544922
	Iteration 20F: 3 clusters Score -575052.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -575091.312500 Penalty: 4267.544922
	Iteration 21Q: 3 clusters Score -575091.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -575120.687500 Penalty: 4267.544922
	Iteration 22Q: 3 clusters Score -575120.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -575146.312500 Penalty: 4267.544922
	Iteration 23Q: 3 clusters Score -575146.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -575162.750000 Penalty: 4267.544922
	Iteration 24Q: 3 clusters Score -575162.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -575173.687500 Penalty: 4267.544922
	Iteration 25Q: 3 clusters Score -575173.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -575183.062500 Penalty: 4267.544922
	Iteration 26Q: 3 clusters Score -575183.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -575191.437500 Penalty: 4267.544922
	Iteration 27Q: 3 clusters Score -575191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -575197.000000 Penalty: 4267.544922
	Iteration 28Q: 3 clusters Score -575197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -575201.312500 Penalty: 4267.544922
	Iteration 29Q: 3 clusters Score -575201.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -575207.937500 Penalty: 4267.544922
	Iteration 30Q: 3 clusters Score -575207.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -575213.062500 Penalty: 4267.544922
	Iteration 31Q: 3 clusters Score -575213.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -575217.562500 Penalty: 4267.544922
	Iteration 32Q: 3 clusters Score -575217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -575221.312500 Penalty: 4267.544922
	Iteration 33Q: 3 clusters Score -575221.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -575226.625000 Penalty: 4267.544922
	Iteration 34Q: 3 clusters Score -575226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -575231.937500 Penalty: 4267.544922
	Iteration 35Q: 3 clusters Score -575231.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -575234.500000 Penalty: 4267.544922
	Iteration 36Q: 3 clusters Score -575234.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -575237.000000 Penalty: 4267.544922
	Iteration 37Q: 3 clusters Score -575237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -575238.312500 Penalty: 4267.544922
	Iteration 38Q: 3 clusters Score -575238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -575241.000000 Penalty: 4267.544922
	Iteration 39Q: 3 clusters Score -575241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -575242.625000 Penalty: 4267.544922
	Iteration 40F: 3 clusters Score -575242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -575245.250000 Penalty: 4267.544922
	Iteration 41Q: 3 clusters Score -575245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -575246.375000 Penalty: 4267.544922
	Iteration 42Q: 3 clusters Score -575246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -575246.437500 Penalty: 4267.544922
	Iteration 43Q: 3 clusters Score -575246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -575245.937500 Penalty: 4267.544922
	Iteration 44Q: 3 clusters Score -575245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -575246.375000 Penalty: 4267.544922
	Iteration 45Q: 3 clusters Score -575246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -575247.000000 Penalty: 4267.544922
	Iteration 46Q: 3 clusters Score -575247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -575246.687500 Penalty: 4267.544922
	Iteration 47Q: 3 clusters Score -575246.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -575246.687500 Penalty: 4267.544922
	Iteration 48F: 3 clusters Score -575246.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Entering Unmasked Estep 
Score: -2547042.750000 Penalty: 2476.376709
	Iteration 0F: 2 clusters Score -2547043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2531790.000000 Penalty: 4952.753418
	Iteration 0F: 3 clusters Score -2531790 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2537053.750000 Penalty: 4952.753418
	Iteration 1F: 3 clusters Score -2537054 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2537550.500000 Penalty: 4952.753418
	Iteration 2F: 3 clusters Score -2537550 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2538033.750000 Penalty: 4952.753418
	Iteration 3F: 3 clusters Score -2538034 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2538625.500000 Penalty: 4952.753418
	Iteration 4F: 3 clusters Score -2538626 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2539321.750000 Penalty: 4952.753418
	Iteration 5F: 3 clusters Score -2539322 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2540142.250000 Penalty: 4952.753418
	Iteration 6F: 3 clusters Score -2540142 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2541034.000000 Penalty: 4952.753418
	Iteration 7F: 3 clusters Score -2541034 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2541912.250000 Penalty: 4952.753418
	Iteration 8F: 3 clusters Score -2541912 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2542692.750000 Penalty: 4952.753418
	Iteration 9Q: 3 clusters Score -2542693 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2543357.500000 Penalty: 4952.753418
	Iteration 10Q: 3 clusters Score -2543358 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2543783.000000 Penalty: 4952.753418
	Iteration 11Q: 3 clusters Score -2543783 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2544090.250000 Penalty: 4952.753418
	Iteration 12Q: 3 clusters Score -2544090 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2544301.000000 Penalty: 4952.753418
	Iteration 13Q: 3 clusters Score -2544301 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2544451.500000 Penalty: 4952.753418
	Iteration 14Q: 3 clusters Score -2544452 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2544569.750000 Penalty: 4952.753418
	Iteration 15Q: 3 clusters Score -2544570 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2544673.500000 Penalty: 4952.753418
	Iteration 16Q: 3 clusters Score -2544674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2544754.250000 Penalty: 4952.753418
	Iteration 17Q: 3 clusters Score -2544754 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2544835.250000 Penalty: 4952.753418
	Iteration 18Q: 3 clusters Score -2544835 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2544902.500000 Penalty: 4952.753418
	Iteration 19Q: 3 clusters Score -2544902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2544952.250000 Penalty: 4952.753418
	Iteration 20F: 3 clusters Score -2544952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2544998.250000 Penalty: 4952.753418
	Iteration 21Q: 3 clusters Score -2544998 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2545028.250000 Penalty: 4952.753418
	Iteration 22Q: 3 clusters Score -2545028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2545047.000000 Penalty: 4952.753418
	Iteration 23Q: 3 clusters Score -2545047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2545061.500000 Penalty: 4952.753418
	Iteration 24Q: 3 clusters Score -2545062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2545071.000000 Penalty: 4952.753418
	Iteration 25Q: 3 clusters Score -2545071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2545082.750000 Penalty: 4952.753418
	Iteration 26Q: 3 clusters Score -2545083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2545093.000000 Penalty: 4952.753418
	Iteration 27Q: 3 clusters Score -2545093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2545096.750000 Penalty: 4952.753418
	Iteration 28Q: 3 clusters Score -2545097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2545097.500000 Penalty: 4952.753418
	Iteration 29Q: 3 clusters Score -2545098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2545108.000000 Penalty: 4952.753418
	Iteration 30Q: 3 clusters Score -2545108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2545110.500000 Penalty: 4952.753418
	Iteration 31Q: 3 clusters Score -2545110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2545110.500000 Penalty: 4952.753418
	Iteration 32Q: 3 clusters Score -2545110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2545116.250000 Penalty: 4952.753418
	Iteration 33Q: 3 clusters Score -2545116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2545121.000000 Penalty: 4952.753418
	Iteration 34Q: 3 clusters Score -2545121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2545121.250000 Penalty: 4952.753418
	Iteration 35Q: 3 clusters Score -2545121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2545124.250000 Penalty: 4952.753418
	Iteration 36Q: 3 clusters Score -2545124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2545125.000000 Penalty: 4952.753418
	Iteration 37Q: 3 clusters Score -2545125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2545128.500000 Penalty: 4952.753418
	Iteration 38Q: 3 clusters Score -2545128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2545128.000000 Penalty: 4952.753418
	Iteration 39Q: 3 clusters Score -2545128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2545124.250000 Penalty: 4952.753418
	Iteration 40F: 3 clusters Score -2545124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Entering Unmasked Estep 
Score: -2665415.750000 Penalty: 2492.851807
	Iteration 0F: 2 clusters Score -2665416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2649313.750000 Penalty: 4985.703613
	Iteration 0F: 3 clusters Score -2649314 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2654736.750000 Penalty: 4985.703613
	Iteration 1F: 3 clusters Score -2654737 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2655188.750000 Penalty: 4985.703613
	Iteration 2F: 3 clusters Score -2655189 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2655577.250000 Penalty: 4985.703613
	Iteration 3Q: 3 clusters Score -2655577 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2655917.500000 Penalty: 4985.703613
	Iteration 4Q: 3 clusters Score -2655918 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2656231.500000 Penalty: 4985.703613
	Iteration 5Q: 3 clusters Score -2656232 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2656514.250000 Penalty: 4985.703613
	Iteration 6Q: 3 clusters Score -2656514 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2656793.250000 Penalty: 4985.703613
	Iteration 7Q: 3 clusters Score -2656793 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2657133.000000 Penalty: 4985.703613
	Iteration 8Q: 3 clusters Score -2657133 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2657444.500000 Penalty: 4985.703613
	Iteration 9Q: 3 clusters Score -2657444 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2657817.500000 Penalty: 4985.703613
	Iteration 10Q: 3 clusters Score -2657818 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2658221.500000 Penalty: 4985.703613
	Iteration 11Q: 3 clusters Score -2658222 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2658704.250000 Penalty: 4985.703613
	Iteration 12Q: 3 clusters Score -2658704 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2659217.500000 Penalty: 4985.703613
	Iteration 13Q: 3 clusters Score -2659218 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2659676.500000 Penalty: 4985.703613
	Iteration 14Q: 3 clusters Score -2659676 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2660106.250000 Penalty: 4985.703613
	Iteration 15Q: 3 clusters Score -2660106 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2660463.750000 Penalty: 4985.703613
	Iteration 16Q: 3 clusters Score -2660464 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2660728.750000 Penalty: 4985.703613
	Iteration 17Q: 3 clusters Score -2660729 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2660925.750000 Penalty: 4985.703613
	Iteration 18Q: 3 clusters Score -2660926 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2661102.000000 Penalty: 4985.703613
	Iteration 19Q: 3 clusters Score -2661102 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2661223.250000 Penalty: 4985.703613
	Iteration 20F: 3 clusters Score -2661223 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2661361.750000 Penalty: 4985.703613
	Iteration 21Q: 3 clusters Score -2661362 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2661443.000000 Penalty: 4985.703613
	Iteration 22Q: 3 clusters Score -2661443 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2661513.250000 Penalty: 4985.703613
	Iteration 23Q: 3 clusters Score -2661513 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2661571.750000 Penalty: 4985.703613
	Iteration 24Q: 3 clusters Score -2661572 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2661630.000000 Penalty: 4985.703613
	Iteration 25Q: 3 clusters Score -2661630 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2661662.500000 Penalty: 4985.703613
	Iteration 26Q: 3 clusters Score -2661662 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2661704.500000 Penalty: 4985.703613
	Iteration 27Q: 3 clusters Score -2661704 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2661725.250000 Penalty: 4985.703613
	Iteration 28Q: 3 clusters Score -2661725 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2661751.000000 Penalty: 4985.703613
	Iteration 29Q: 3 clusters Score -2661751 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2661773.500000 Penalty: 4985.703613
	Iteration 30Q: 3 clusters Score -2661774 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2661788.750000 Penalty: 4985.703613
	Iteration 31Q: 3 clusters Score -2661789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2661808.250000 Penalty: 4985.703613
	Iteration 32Q: 3 clusters Score -2661808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2661823.500000 Penalty: 4985.703613
	Iteration 33Q: 3 clusters Score -2661824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2661846.500000 Penalty: 4985.703613
	Iteration 34Q: 3 clusters Score -2661846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2661853.750000 Penalty: 4985.703613
	Iteration 35Q: 3 clusters Score -2661854 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2661880.500000 Penalty: 4985.703613
	Iteration 36Q: 3 clusters Score -2661880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2661894.500000 Penalty: 4985.703613
	Iteration 37Q: 3 clusters Score -2661894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2661913.500000 Penalty: 4985.703613
	Iteration 38Q: 3 clusters Score -2661914 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2661929.750000 Penalty: 4985.703613
	Iteration 39Q: 3 clusters Score -2661930 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2661951.250000 Penalty: 4985.703613
	Iteration 40F: 3 clusters Score -2661951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2661958.000000 Penalty: 4985.703613
	Iteration 41Q: 3 clusters Score -2661958 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2661985.750000 Penalty: 4985.703613
	Iteration 42Q: 3 clusters Score -2661986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2661993.500000 Penalty: 4985.703613
	Iteration 43Q: 3 clusters Score -2661994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2662025.250000 Penalty: 4985.703613
	Iteration 44Q: 3 clusters Score -2662025 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2662040.250000 Penalty: 4985.703613
	Iteration 45Q: 3 clusters Score -2662040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2662046.000000 Penalty: 4985.703613
	Iteration 46Q: 3 clusters Score -2662046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2662062.500000 Penalty: 4985.703613
	Iteration 47Q: 3 clusters Score -2662062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2662072.250000 Penalty: 4985.703613
	Iteration 48Q: 3 clusters Score -2662072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2662071.500000 Penalty: 4985.703613
	Iteration 49Q: 3 clusters Score -2662072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2662080.500000 Penalty: 4985.703613
	Iteration 50Q: 3 clusters Score -2662080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2662087.750000 Penalty: 4985.703613
	Iteration 51Q: 3 clusters Score -2662088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2662088.000000 Penalty: 4985.703613
	Iteration 52Q: 3 clusters Score -2662088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2662087.250000 Penalty: 4985.703613
	Iteration 53Q: 3 clusters Score -2662087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2662092.750000 Penalty: 4985.703613
	Iteration 54Q: 3 clusters Score -2662093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2662096.000000 Penalty: 4985.703613
	Iteration 55Q: 3 clusters Score -2662096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2662109.750000 Penalty: 4985.703613
	Iteration 56Q: 3 clusters Score -2662110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2662112.000000 Penalty: 4985.703613
	Iteration 57Q: 3 clusters Score -2662112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2662107.000000 Penalty: 4985.703613
	Iteration 58Q: 3 clusters Score -2662107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2662116.000000 Penalty: 4985.703613
	Iteration 59Q: 3 clusters Score -2662116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2662122.500000 Penalty: 4985.703613
	Iteration 60F: 3 clusters Score -2662122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2662123.250000 Penalty: 4985.703613
	Iteration 61Q: 3 clusters Score -2662123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2662126.250000 Penalty: 4985.703613
	Iteration 62Q: 3 clusters Score -2662126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2662124.750000 Penalty: 4985.703613
	Iteration 63Q: 3 clusters Score -2662125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2662133.250000 Penalty: 4985.703613
	Iteration 64Q: 3 clusters Score -2662133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2662127.500000 Penalty: 4985.703613
	Iteration 65Q: 3 clusters Score -2662128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2662141.250000 Penalty: 4985.703613
	Iteration 66Q: 3 clusters Score -2662141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2662141.500000 Penalty: 4985.703613
	Iteration 67Q: 3 clusters Score -2662142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2662142.000000 Penalty: 4985.703613
	Iteration 68Q: 3 clusters Score -2662142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2662144.000000 Penalty: 4985.703613
	Iteration 69Q: 3 clusters Score -2662144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2662152.750000 Penalty: 4985.703613
	Iteration 70Q: 3 clusters Score -2662153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2662157.500000 Penalty: 4985.703613
	Iteration 71Q: 3 clusters Score -2662158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2662163.000000 Penalty: 4985.703613
	Iteration 72Q: 3 clusters Score -2662163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2662166.250000 Penalty: 4985.703613
	Iteration 73Q: 3 clusters Score -2662166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2662171.000000 Penalty: 4985.703613
	Iteration 74Q: 3 clusters Score -2662171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2662168.500000 Penalty: 4985.703613
	Iteration 75Q: 3 clusters Score -2662168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2662162.500000 Penalty: 4985.703613
	Iteration 76Q: 3 clusters Score -2662162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2662170.500000 Penalty: 4985.703613
	Iteration 77Q: 3 clusters Score -2662170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2662177.750000 Penalty: 4985.703613
	Iteration 78Q: 3 clusters Score -2662178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2662176.500000 Penalty: 4985.703613
	Iteration 79Q: 3 clusters Score -2662176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2662175.750000 Penalty: 4985.703613
	Iteration 80F: 3 clusters Score -2662176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2662179.000000 Penalty: 4985.703613
	Iteration 81Q: 3 clusters Score -2662179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2662185.750000 Penalty: 4985.703613
	Iteration 82Q: 3 clusters Score -2662186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2662185.500000 Penalty: 4985.703613
	Iteration 83Q: 3 clusters Score -2662186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2662183.250000 Penalty: 4985.703613
	Iteration 84Q: 3 clusters Score -2662183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2662181.250000 Penalty: 4985.703613
	Iteration 85Q: 3 clusters Score -2662181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2662186.250000 Penalty: 4985.703613
	Iteration 86Q: 3 clusters Score -2662186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2662187.500000 Penalty: 4985.703613
	Iteration 87Q: 3 clusters Score -2662188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2662186.750000 Penalty: 4985.703613
	Iteration 88Q: 3 clusters Score -2662187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2662185.750000 Penalty: 4985.703613
	Iteration 89Q: 3 clusters Score -2662186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2662188.000000 Penalty: 4985.703613
	Iteration 90Q: 3 clusters Score -2662188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2662187.750000 Penalty: 4985.703613
	Iteration 91Q: 3 clusters Score -2662188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2662191.250000 Penalty: 4985.703613
	Iteration 92Q: 3 clusters Score -2662191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2662191.250000 Penalty: 4985.703613
	Iteration 93F: 3 clusters Score -2662191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Entering Unmasked Estep 
Score: -5555538.500000 Penalty: 2677.717041
	Iteration 0F: 2 clusters Score -5555538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5522499.000000 Penalty: 5355.434082
	Iteration 0F: 3 clusters Score -5522499 nChanged 22628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -5535453.500000 Penalty: 5355.434082
	Iteration 1F: 3 clusters Score -5535454 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -5536264.500000 Penalty: 5355.434082
	Iteration 2Q: 3 clusters Score -5536264 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5537087.500000 Penalty: 5355.434082
	Iteration 3Q: 3 clusters Score -5537088 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5537989.500000 Penalty: 5355.434082
	Iteration 4Q: 3 clusters Score -5537990 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5538990.500000 Penalty: 5355.434082
	Iteration 5Q: 3 clusters Score -5538990 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -5540089.000000 Penalty: 5355.434082
	Iteration 6Q: 3 clusters Score -5540089 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5541298.000000 Penalty: 5355.434082
	Iteration 7F: 3 clusters Score -5541298 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5542728.000000 Penalty: 5355.434082
	Iteration 8F: 3 clusters Score -5542728 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -5544385.500000 Penalty: 5355.434082
	Iteration 9F: 3 clusters Score -5544386 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5546215.500000 Penalty: 5355.434082
	Iteration 10Q: 3 clusters Score -5546216 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -5548003.000000 Penalty: 5355.434082
	Iteration 11Q: 3 clusters Score -5548003 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5549442.500000 Penalty: 5355.434082
	Iteration 12Q: 3 clusters Score -5549442 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -5550344.500000 Penalty: 5355.434082
	Iteration 13Q: 3 clusters Score -5550344 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -5550984.500000 Penalty: 5355.434082
	Iteration 14Q: 3 clusters Score -5550984 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -5551318.500000 Penalty: 5355.434082
	Iteration 15Q: 3 clusters Score -5551318 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5551612.000000 Penalty: 5355.434082
	Iteration 16Q: 3 clusters Score -5551612 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -5551797.000000 Penalty: 5355.434082
	Iteration 17Q: 3 clusters Score -5551797 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -5551974.000000 Penalty: 5355.434082
	Iteration 18Q: 3 clusters Score -5551974 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -5552090.000000 Penalty: 5355.434082
	Iteration 19Q: 3 clusters Score -5552090 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -5552207.000000 Penalty: 5355.434082
	Iteration 20F: 3 clusters Score -5552207 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -5552269.000000 Penalty: 5355.434082
	Iteration 21Q: 3 clusters Score -5552269 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -5552392.500000 Penalty: 5355.434082
	Iteration 22Q: 3 clusters Score -5552392 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -5552447.000000 Penalty: 5355.434082
	Iteration 23Q: 3 clusters Score -5552447 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -5552508.000000 Penalty: 5355.434082
	Iteration 24Q: 3 clusters Score -5552508 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5552576.500000 Penalty: 5355.434082
	Iteration 25Q: 3 clusters Score -5552576 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5552613.500000 Penalty: 5355.434082
	Iteration 26Q: 3 clusters Score -5552614 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -5552644.500000 Penalty: 5355.434082
	Iteration 27Q: 3 clusters Score -5552644 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -5552685.500000 Penalty: 5355.434082
	Iteration 28Q: 3 clusters Score -5552686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -5552684.500000 Penalty: 5355.434082
	Iteration 29Q: 3 clusters Score -5552684 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -5552680.500000 Penalty: 5355.434082
	Iteration 30Q: 3 clusters Score -5552680 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -5552686.000000 Penalty: 5355.434082
	Iteration 31Q: 3 clusters Score -5552686 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -5552699.000000 Penalty: 5355.434082
	Iteration 32Q: 3 clusters Score -5552699 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -5552722.500000 Penalty: 5355.434082
	Iteration 33Q: 3 clusters Score -5552722 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -5552732.000000 Penalty: 5355.434082
	Iteration 34Q: 3 clusters Score -5552732 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -5552753.000000 Penalty: 5355.434082
	Iteration 35Q: 3 clusters Score -5552753 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5552765.000000 Penalty: 5355.434082
	Iteration 36Q: 3 clusters Score -5552765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -5552770.000000 Penalty: 5355.434082
	Iteration 37Q: 3 clusters Score -5552770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -5552767.500000 Penalty: 5355.434082
	Iteration 38Q: 3 clusters Score -5552768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -5552787.500000 Penalty: 5355.434082
	Iteration 39Q: 3 clusters Score -5552788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -5552798.500000 Penalty: 5355.434082
	Iteration 40F: 3 clusters Score -5552798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -5552803.000000 Penalty: 5355.434082
	Iteration 41Q: 3 clusters Score -5552803 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5552810.500000 Penalty: 5355.434082
	Iteration 42Q: 3 clusters Score -5552810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5552831.000000 Penalty: 5355.434082
	Iteration 43Q: 3 clusters Score -5552831 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -5552839.500000 Penalty: 5355.434082
	Iteration 44Q: 3 clusters Score -5552840 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -5552851.000000 Penalty: 5355.434082
	Iteration 45Q: 3 clusters Score -5552851 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -5552875.000000 Penalty: 5355.434082
	Iteration 46Q: 3 clusters Score -5552875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -5552889.500000 Penalty: 5355.434082
	Iteration 47Q: 3 clusters Score -5552890 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5552919.000000 Penalty: 5355.434082
	Iteration 48Q: 3 clusters Score -5552919 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -5552946.000000 Penalty: 5355.434082
	Iteration 49Q: 3 clusters Score -5552946 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -5552963.500000 Penalty: 5355.434082
	Iteration 50Q: 3 clusters Score -5552964 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -5553005.000000 Penalty: 5355.434082
	Iteration 51Q: 3 clusters Score -5553005 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -5553044.000000 Penalty: 5355.434082
	Iteration 52Q: 3 clusters Score -5553044 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -5553079.000000 Penalty: 5355.434082
	Iteration 53Q: 3 clusters Score -5553079 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -5553110.500000 Penalty: 5355.434082
	Iteration 54Q: 3 clusters Score -5553110 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5553135.500000 Penalty: 5355.434082
	Iteration 55Q: 3 clusters Score -5553136 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -5553186.000000 Penalty: 5355.434082
	Iteration 56Q: 3 clusters Score -5553186 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5553252.500000 Penalty: 5355.434082
	Iteration 57Q: 3 clusters Score -5553252 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -5553314.000000 Penalty: 5355.434082
	Iteration 58Q: 3 clusters Score -5553314 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -5553369.500000 Penalty: 5355.434082
	Iteration 59Q: 3 clusters Score -5553370 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -5553388.000000 Penalty: 5355.434082
	Iteration 60F: 3 clusters Score -5553388 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -5553434.000000 Penalty: 5355.434082
	Iteration 61Q: 3 clusters Score -5553434 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5553504.000000 Penalty: 5355.434082
	Iteration 62Q: 3 clusters Score -5553504 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5553567.000000 Penalty: 5355.434082
	Iteration 63Q: 3 clusters Score -5553567 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -5553606.500000 Penalty: 5355.434082
	Iteration 64Q: 3 clusters Score -5553606 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5553635.500000 Penalty: 5355.434082
	Iteration 65Q: 3 clusters Score -5553636 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -5553651.500000 Penalty: 5355.434082
	Iteration 66Q: 3 clusters Score -5553652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5553696.500000 Penalty: 5355.434082
	Iteration 67Q: 3 clusters Score -5553696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -5553730.000000 Penalty: 5355.434082
	Iteration 68Q: 3 clusters Score -5553730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5553760.500000 Penalty: 5355.434082
	Iteration 69Q: 3 clusters Score -5553760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -5553800.000000 Penalty: 5355.434082
	Iteration 70Q: 3 clusters Score -5553800 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5553866.000000 Penalty: 5355.434082
	Iteration 71Q: 3 clusters Score -5553866 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5553918.000000 Penalty: 5355.434082
	Iteration 72Q: 3 clusters Score -5553918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -5553959.000000 Penalty: 5355.434082
	Iteration 73Q: 3 clusters Score -5553959 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5554006.000000 Penalty: 5355.434082
	Iteration 74Q: 3 clusters Score -5554006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5554036.500000 Penalty: 5355.434082
	Iteration 75Q: 3 clusters Score -5554036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5554066.000000 Penalty: 5355.434082
	Iteration 76Q: 3 clusters Score -5554066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5554089.500000 Penalty: 5355.434082
	Iteration 77Q: 3 clusters Score -5554090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5554103.500000 Penalty: 5355.434082
	Iteration 78Q: 3 clusters Score -5554104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5554125.500000 Penalty: 5355.434082
	Iteration 79Q: 3 clusters Score -5554126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5554140.500000 Penalty: 5355.434082
	Iteration 80F: 3 clusters Score -5554140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5554149.000000 Penalty: 5355.434082
	Iteration 81Q: 3 clusters Score -5554149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5554156.500000 Penalty: 5355.434082
	Iteration 82Q: 3 clusters Score -5554156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5554159.000000 Penalty: 5355.434082
	Iteration 83Q: 3 clusters Score -5554159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5554157.000000 Penalty: 5355.434082
	Iteration 84Q: 3 clusters Score -5554157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5554159.000000 Penalty: 5355.434082
	Iteration 85Q: 3 clusters Score -5554159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5554157.000000 Penalty: 5355.434082
	Iteration 86Q: 3 clusters Score -5554157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5554164.500000 Penalty: 5355.434082
	Iteration 87Q: 3 clusters Score -5554164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -5554168.500000 Penalty: 5355.434082
	Iteration 88Q: 3 clusters Score -5554168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5554177.500000 Penalty: 5355.434082
	Iteration 89Q: 3 clusters Score -5554178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5554167.500000 Penalty: 5355.434082
	Iteration 90Q: 3 clusters Score -5554168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5554186.500000 Penalty: 5355.434082
	Iteration 91Q: 3 clusters Score -5554186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5554187.500000 Penalty: 5355.434082
	Iteration 92Q: 3 clusters Score -5554188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5554185.500000 Penalty: 5355.434082
	Iteration 93Q: 3 clusters Score -5554186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -5554187.000000 Penalty: 5355.434082
	Iteration 94Q: 3 clusters Score -5554187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5554183.500000 Penalty: 5355.434082
	Iteration 95Q: 3 clusters Score -5554184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5554184.500000 Penalty: 5355.434082
	Iteration 96Q: 3 clusters Score -5554184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5554186.000000 Penalty: 5355.434082
	Iteration 97Q: 3 clusters Score -5554186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -5554192.500000 Penalty: 5355.434082
	Iteration 98Q: 3 clusters Score -5554192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5554199.000000 Penalty: 5355.434082
	Iteration 99Q: 3 clusters Score -5554199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5554196.500000 Penalty: 5355.434082
	Iteration 100F: 3 clusters Score -5554196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Entering Unmasked Estep 
Score: -4706699.000000 Penalty: 2631.792236
	Iteration 0F: 2 clusters Score -4706699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4679247.500000 Penalty: 5263.584473
	Iteration 0F: 3 clusters Score -4679248 nChanged 18573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4689341.500000 Penalty: 5263.584473
	Iteration 1F: 3 clusters Score -4689342 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4689969.000000 Penalty: 5263.584473
	Iteration 2Q: 3 clusters Score -4689969 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -4690653.500000 Penalty: 5263.584473
	Iteration 3Q: 3 clusters Score -4690654 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4691576.000000 Penalty: 5263.584473
	Iteration 4Q: 3 clusters Score -4691576 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -4692811.000000 Penalty: 5263.584473
	Iteration 5F: 3 clusters Score -4692811 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4694404.000000 Penalty: 5263.584473
	Iteration 6F: 3 clusters Score -4694404 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4695991.500000 Penalty: 5263.584473
	Iteration 7F: 3 clusters Score -4695992 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -4697319.500000 Penalty: 5263.584473
	Iteration 8F: 3 clusters Score -4697320 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4698386.500000 Penalty: 5263.584473
	Iteration 9F: 3 clusters Score -4698386 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4699233.500000 Penalty: 5263.584473
	Iteration 10Q: 3 clusters Score -4699234 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4700017.000000 Penalty: 5263.584473
	Iteration 11Q: 3 clusters Score -4700017 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -4700773.000000 Penalty: 5263.584473
	Iteration 12Q: 3 clusters Score -4700773 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4701509.000000 Penalty: 5263.584473
	Iteration 13Q: 3 clusters Score -4701509 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4702185.000000 Penalty: 5263.584473
	Iteration 14Q: 3 clusters Score -4702185 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4702791.000000 Penalty: 5263.584473
	Iteration 15Q: 3 clusters Score -4702791 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4703328.000000 Penalty: 5263.584473
	Iteration 16Q: 3 clusters Score -4703328 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4703714.500000 Penalty: 5263.584473
	Iteration 17Q: 3 clusters Score -4703714 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4704000.500000 Penalty: 5263.584473
	Iteration 18Q: 3 clusters Score -4704000 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4704202.000000 Penalty: 5263.584473
	Iteration 19Q: 3 clusters Score -4704202 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4704353.500000 Penalty: 5263.584473
	Iteration 20F: 3 clusters Score -4704354 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4704451.000000 Penalty: 5263.584473
	Iteration 21Q: 3 clusters Score -4704451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4704517.000000 Penalty: 5263.584473
	Iteration 22Q: 3 clusters Score -4704517 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4704572.000000 Penalty: 5263.584473
	Iteration 23Q: 3 clusters Score -4704572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4704602.500000 Penalty: 5263.584473
	Iteration 24Q: 3 clusters Score -4704602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4704624.000000 Penalty: 5263.584473
	Iteration 25Q: 3 clusters Score -4704624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4704632.500000 Penalty: 5263.584473
	Iteration 26Q: 3 clusters Score -4704632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4704651.500000 Penalty: 5263.584473
	Iteration 27Q: 3 clusters Score -4704652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4704666.000000 Penalty: 5263.584473
	Iteration 28Q: 3 clusters Score -4704666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4704675.000000 Penalty: 5263.584473
	Iteration 29Q: 3 clusters Score -4704675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4704680.500000 Penalty: 5263.584473
	Iteration 30Q: 3 clusters Score -4704680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4704686.500000 Penalty: 5263.584473
	Iteration 31Q: 3 clusters Score -4704686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4704692.500000 Penalty: 5263.584473
	Iteration 32Q: 3 clusters Score -4704692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4704704.500000 Penalty: 5263.584473
	Iteration 33Q: 3 clusters Score -4704704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4704705.000000 Penalty: 5263.584473
	Iteration 34Q: 3 clusters Score -4704705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4704714.500000 Penalty: 5263.584473
	Iteration 35Q: 3 clusters Score -4704714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4704714.500000 Penalty: 5263.584473
	Iteration 36Q: 3 clusters Score -4704714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4704720.500000 Penalty: 5263.584473
	Iteration 37Q: 3 clusters Score -4704720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4704731.000000 Penalty: 5263.584473
	Iteration 38Q: 3 clusters Score -4704731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4704740.000000 Penalty: 5263.584473
	Iteration 39Q: 3 clusters Score -4704740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4704745.000000 Penalty: 5263.584473
	Iteration 40F: 3 clusters Score -4704745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4704738.500000 Penalty: 5263.584473
	Iteration 41Q: 3 clusters Score -4704738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4704739.500000 Penalty: 5263.584473
	Iteration 42Q: 3 clusters Score -4704740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4704739.500000 Penalty: 5263.584473
	Iteration 43F: 3 clusters Score -4704740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Entering Unmasked Estep 
Score: -1297861.500000 Penalty: 2324.201172
	Iteration 0F: 2 clusters Score -1297862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1289049.375000 Penalty: 4648.402344
	Iteration 0F: 3 clusters Score -1289049 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1291753.625000 Penalty: 4648.402344
	Iteration 1F: 3 clusters Score -1291754 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1292138.875000 Penalty: 4648.402344
	Iteration 2F: 3 clusters Score -1292139 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1292440.875000 Penalty: 4648.402344
	Iteration 3F: 3 clusters Score -1292441 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1292697.125000 Penalty: 4648.402344
	Iteration 4Q: 3 clusters Score -1292697 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1292937.250000 Penalty: 4648.402344
	Iteration 5Q: 3 clusters Score -1292937 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1293165.000000 Penalty: 4648.402344
	Iteration 6Q: 3 clusters Score -1293165 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1293438.375000 Penalty: 4648.402344
	Iteration 7Q: 3 clusters Score -1293438 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1293714.375000 Penalty: 4648.402344
	Iteration 8Q: 3 clusters Score -1293714 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1293968.875000 Penalty: 4648.402344
	Iteration 9Q: 3 clusters Score -1293969 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1294203.625000 Penalty: 4648.402344
	Iteration 10Q: 3 clusters Score -1294204 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1294440.250000 Penalty: 4648.402344
	Iteration 11Q: 3 clusters Score -1294440 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1294648.000000 Penalty: 4648.402344
	Iteration 12Q: 3 clusters Score -1294648 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1294809.500000 Penalty: 4648.402344
	Iteration 13Q: 3 clusters Score -1294810 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1294982.500000 Penalty: 4648.402344
	Iteration 14Q: 3 clusters Score -1294982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1295136.125000 Penalty: 4648.402344
	Iteration 15Q: 3 clusters Score -1295136 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1295268.750000 Penalty: 4648.402344
	Iteration 16Q: 3 clusters Score -1295269 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1295369.000000 Penalty: 4648.402344
	Iteration 17Q: 3 clusters Score -1295369 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1295468.375000 Penalty: 4648.402344
	Iteration 18Q: 3 clusters Score -1295468 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1295564.000000 Penalty: 4648.402344
	Iteration 19Q: 3 clusters Score -1295564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1295658.875000 Penalty: 4648.402344
	Iteration 20F: 3 clusters Score -1295659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1295740.750000 Penalty: 4648.402344
	Iteration 21Q: 3 clusters Score -1295741 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1295802.750000 Penalty: 4648.402344
	Iteration 22Q: 3 clusters Score -1295803 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1295854.000000 Penalty: 4648.402344
	Iteration 23Q: 3 clusters Score -1295854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1295888.250000 Penalty: 4648.402344
	Iteration 24Q: 3 clusters Score -1295888 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1295912.875000 Penalty: 4648.402344
	Iteration 25Q: 3 clusters Score -1295913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1295934.000000 Penalty: 4648.402344
	Iteration 26Q: 3 clusters Score -1295934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1295955.375000 Penalty: 4648.402344
	Iteration 27Q: 3 clusters Score -1295955 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1295977.125000 Penalty: 4648.402344
	Iteration 28Q: 3 clusters Score -1295977 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1295997.375000 Penalty: 4648.402344
	Iteration 29Q: 3 clusters Score -1295997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1296019.750000 Penalty: 4648.402344
	Iteration 30Q: 3 clusters Score -1296020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1296036.625000 Penalty: 4648.402344
	Iteration 31Q: 3 clusters Score -1296037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1296047.750000 Penalty: 4648.402344
	Iteration 32Q: 3 clusters Score -1296048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1296056.500000 Penalty: 4648.402344
	Iteration 33Q: 3 clusters Score -1296056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1296060.875000 Penalty: 4648.402344
	Iteration 34Q: 3 clusters Score -1296061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1296069.500000 Penalty: 4648.402344
	Iteration 35Q: 3 clusters Score -1296070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1296088.125000 Penalty: 4648.402344
	Iteration 36Q: 3 clusters Score -1296088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1296096.750000 Penalty: 4648.402344
	Iteration 37Q: 3 clusters Score -1296097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1296104.750000 Penalty: 4648.402344
	Iteration 38Q: 3 clusters Score -1296105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1296105.250000 Penalty: 4648.402344
	Iteration 39Q: 3 clusters Score -1296105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1296109.625000 Penalty: 4648.402344
	Iteration 40F: 3 clusters Score -1296110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1296112.125000 Penalty: 4648.402344
	Iteration 41Q: 3 clusters Score -1296112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1296114.500000 Penalty: 4648.402344
	Iteration 42Q: 3 clusters Score -1296114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1296113.875000 Penalty: 4648.402344
	Iteration 43Q: 3 clusters Score -1296114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1296114.750000 Penalty: 4648.402344
	Iteration 44Q: 3 clusters Score -1296115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1296115.875000 Penalty: 4648.402344
	Iteration 45Q: 3 clusters Score -1296116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1296115.875000 Penalty: 4648.402344
	Iteration 46F: 3 clusters Score -1296116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Entering Unmasked Estep 
Score: -1519108.500000 Penalty: 2365.671143
	Iteration 0F: 2 clusters Score -1519108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1508948.125000 Penalty: 4731.342285
	Iteration 0F: 3 clusters Score -1508948 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1512381.875000 Penalty: 4731.342285
	Iteration 1F: 3 clusters Score -1512382 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1513106.500000 Penalty: 4731.342285
	Iteration 2F: 3 clusters Score -1513106 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1513982.625000 Penalty: 4731.342285
	Iteration 3F: 3 clusters Score -1513983 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1514955.250000 Penalty: 4731.342285
	Iteration 4F: 3 clusters Score -1514955 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1515891.375000 Penalty: 4731.342285
	Iteration 5F: 3 clusters Score -1515891 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1516687.750000 Penalty: 4731.342285
	Iteration 6F: 3 clusters Score -1516688 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1517185.500000 Penalty: 4731.342285
	Iteration 7F: 3 clusters Score -1517186 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1517463.375000 Penalty: 4731.342285
	Iteration 8Q: 3 clusters Score -1517463 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1517652.000000 Penalty: 4731.342285
	Iteration 9Q: 3 clusters Score -1517652 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1517772.750000 Penalty: 4731.342285
	Iteration 10Q: 3 clusters Score -1517773 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1517835.375000 Penalty: 4731.342285
	Iteration 11Q: 3 clusters Score -1517835 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1517883.625000 Penalty: 4731.342285
	Iteration 12Q: 3 clusters Score -1517884 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1517923.250000 Penalty: 4731.342285
	Iteration 13Q: 3 clusters Score -1517923 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1517952.125000 Penalty: 4731.342285
	Iteration 14Q: 3 clusters Score -1517952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1517968.875000 Penalty: 4731.342285
	Iteration 15Q: 3 clusters Score -1517969 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1517986.250000 Penalty: 4731.342285
	Iteration 16Q: 3 clusters Score -1517986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1517994.875000 Penalty: 4731.342285
	Iteration 17Q: 3 clusters Score -1517995 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1518004.375000 Penalty: 4731.342285
	Iteration 18Q: 3 clusters Score -1518004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1518009.000000 Penalty: 4731.342285
	Iteration 19Q: 3 clusters Score -1518009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1518016.500000 Penalty: 4731.342285
	Iteration 20F: 3 clusters Score -1518016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1518019.750000 Penalty: 4731.342285
	Iteration 21Q: 3 clusters Score -1518020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1518026.250000 Penalty: 4731.342285
	Iteration 22Q: 3 clusters Score -1518026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1518034.750000 Penalty: 4731.342285
	Iteration 23Q: 3 clusters Score -1518035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1518035.500000 Penalty: 4731.342285
	Iteration 24Q: 3 clusters Score -1518036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1518037.250000 Penalty: 4731.342285
	Iteration 25Q: 3 clusters Score -1518037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1518038.875000 Penalty: 4731.342285
	Iteration 26Q: 3 clusters Score -1518039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1518035.375000 Penalty: 4731.342285
	Iteration 27Q: 3 clusters Score -1518035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1518042.750000 Penalty: 4731.342285
	Iteration 28Q: 3 clusters Score -1518043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1518040.500000 Penalty: 4731.342285
	Iteration 29Q: 3 clusters Score -1518040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1518042.500000 Penalty: 4731.342285
	Iteration 30Q: 3 clusters Score -1518042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1518044.750000 Penalty: 4731.342285
	Iteration 31Q: 3 clusters Score -1518045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1518048.250000 Penalty: 4731.342285
	Iteration 32Q: 3 clusters Score -1518048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1518046.750000 Penalty: 4731.342285
	Iteration 33Q: 3 clusters Score -1518047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1518046.250000 Penalty: 4731.342285
	Iteration 34Q: 3 clusters Score -1518046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1518048.875000 Penalty: 4731.342285
	Iteration 35Q: 3 clusters Score -1518049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1518050.375000 Penalty: 4731.342285
	Iteration 36Q: 3 clusters Score -1518050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1518049.250000 Penalty: 4731.342285
	Iteration 37Q: 3 clusters Score -1518049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1518047.000000 Penalty: 4731.342285
	Iteration 38Q: 3 clusters Score -1518047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1518050.250000 Penalty: 4731.342285
	Iteration 39Q: 3 clusters Score -1518050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1518049.500000 Penalty: 4731.342285
	Iteration 40F: 3 clusters Score -1518050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1518050.125000 Penalty: 4731.342285
	Iteration 41Q: 3 clusters Score -1518050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1518049.625000 Penalty: 4731.342285
	Iteration 42Q: 3 clusters Score -1518050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1518052.750000 Penalty: 4731.342285
	Iteration 43Q: 3 clusters Score -1518053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1518052.000000 Penalty: 4731.342285
	Iteration 44Q: 3 clusters Score -1518052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1518050.875000 Penalty: 4731.342285
	Iteration 45Q: 3 clusters Score -1518051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1518051.250000 Penalty: 4731.342285
	Iteration 46Q: 3 clusters Score -1518051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1518050.250000 Penalty: 4731.342285
	Iteration 47Q: 3 clusters Score -1518050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1518055.750000 Penalty: 4731.342285
	Iteration 48Q: 3 clusters Score -1518056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1518053.875000 Penalty: 4731.342285
	Iteration 49Q: 3 clusters Score -1518054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1518055.750000 Penalty: 4731.342285
	Iteration 50Q: 3 clusters Score -1518056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1518055.750000 Penalty: 4731.342285
	Iteration 51F: 3 clusters Score -1518056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Entering Unmasked Estep 
Score: -6547569.000000 Penalty: 2711.835449
	Iteration 0F: 2 clusters Score -6547569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -6509947.000000 Penalty: 5423.670898
	Iteration 0F: 3 clusters Score -6509947 nChanged 25836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -6524435.500000 Penalty: 5423.670898
	Iteration 1F: 3 clusters Score -6524436 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -6525011.000000 Penalty: 5423.670898
	Iteration 2Q: 3 clusters Score -6525011 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -6525700.000000 Penalty: 5423.670898
	Iteration 3Q: 3 clusters Score -6525700 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -6526702.500000 Penalty: 5423.670898
	Iteration 4Q: 3 clusters Score -6526702 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -6528064.500000 Penalty: 5423.670898
	Iteration 5F: 3 clusters Score -6528064 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -6530213.000000 Penalty: 5423.670898
	Iteration 6F: 3 clusters Score -6530213 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -6533105.500000 Penalty: 5423.670898
	Iteration 7F: 3 clusters Score -6533106 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -6536581.000000 Penalty: 5423.670898
	Iteration 8F: 3 clusters Score -6536581 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -6540005.500000 Penalty: 5423.670898
	Iteration 9F: 3 clusters Score -6540006 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6542561.000000 Penalty: 5423.670898
	Iteration 10Q: 3 clusters Score -6542561 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6544019.500000 Penalty: 5423.670898
	Iteration 11Q: 3 clusters Score -6544020 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6544661.500000 Penalty: 5423.670898
	Iteration 12Q: 3 clusters Score -6544662 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6544919.500000 Penalty: 5423.670898
	Iteration 13Q: 3 clusters Score -6544920 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6545024.000000 Penalty: 5423.670898
	Iteration 14Q: 3 clusters Score -6545024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6545079.000000 Penalty: 5423.670898
	Iteration 15Q: 3 clusters Score -6545079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6545096.500000 Penalty: 5423.670898
	Iteration 16Q: 3 clusters Score -6545096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6545115.500000 Penalty: 5423.670898
	Iteration 17Q: 3 clusters Score -6545116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6545119.000000 Penalty: 5423.670898
	Iteration 18Q: 3 clusters Score -6545119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6545134.500000 Penalty: 5423.670898
	Iteration 19Q: 3 clusters Score -6545134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6545149.000000 Penalty: 5423.670898
	Iteration 20F: 3 clusters Score -6545149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6545149.000000 Penalty: 5423.670898
	Iteration 21Q: 3 clusters Score -6545149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6545163.500000 Penalty: 5423.670898
	Iteration 22Q: 3 clusters Score -6545164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6545165.500000 Penalty: 5423.670898
	Iteration 23Q: 3 clusters Score -6545166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6545165.500000 Penalty: 5423.670898
	Iteration 24F: 3 clusters Score -6545166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133254 members 
Entering Unmasked Estep 
Score: -15506767.000000 Penalty: 2926.403076
	Iteration 0F: 2 clusters Score -1.550677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -15417663.000000 Penalty: 5852.806152
	Iteration 0F: 3 clusters Score -1.541766e+07 nChanged 63571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 71440 members 
Entering Unmasked Estep 
Score: -15454635.000000 Penalty: 5852.806152
	Iteration 1F: 3 clusters Score -1.545464e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -15456719.000000 Penalty: 5852.806152
	Iteration 2Q: 3 clusters Score -1.545672e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -15460469.000000 Penalty: 5852.806152
	Iteration 3F: 3 clusters Score -1.546047e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -15466019.000000 Penalty: 5852.806152
	Iteration 4F: 3 clusters Score -1.546602e+07 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -15473764.000000 Penalty: 5852.806152
	Iteration 5F: 3 clusters Score -1.547376e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -15482135.000000 Penalty: 5852.806152
	Iteration 6F: 3 clusters Score -1.548214e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -15489417.000000 Penalty: 5852.806152
	Iteration 7F: 3 clusters Score -1.548942e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 120167 members 
Entering Unmasked Estep 
Score: -15494817.000000 Penalty: 5852.806152
	Iteration 8F: 3 clusters Score -1.549482e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -15498662.000000 Penalty: 5852.806152
	Iteration 9Q: 3 clusters Score -1.549866e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 128268 members 
Entering Unmasked Estep 
Score: -15501176.000000 Penalty: 5852.806152
	Iteration 10Q: 3 clusters Score -1.550118e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 130212 members 
Entering Unmasked Estep 
Score: -15502486.000000 Penalty: 5852.806152
	Iteration 11Q: 3 clusters Score -1.550249e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -15503298.000000 Penalty: 5852.806152
	Iteration 12Q: 3 clusters Score -1.55033e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 131868 members 
Entering Unmasked Estep 
Score: -15503687.000000 Penalty: 5852.806152
	Iteration 13Q: 3 clusters Score -1.550369e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -15503940.000000 Penalty: 5852.806152
	Iteration 14Q: 3 clusters Score -1.550394e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -15504090.000000 Penalty: 5852.806152
	Iteration 15Q: 3 clusters Score -1.550409e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 132439 members 
Entering Unmasked Estep 
Score: -15504161.000000 Penalty: 5852.806152
	Iteration 16Q: 3 clusters Score -1.550416e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -15504218.000000 Penalty: 5852.806152
	Iteration 17Q: 3 clusters Score -1.550422e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 132528 members 
Entering Unmasked Estep 
Score: -15504230.000000 Penalty: 5852.806152
	Iteration 18Q: 3 clusters Score -1.550423e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 132550 members 
Entering Unmasked Estep 
Score: -15504257.000000 Penalty: 5852.806152
	Iteration 19Q: 3 clusters Score -1.550426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 132569 members 
Entering Unmasked Estep 
Score: -15504274.000000 Penalty: 5852.806152
	Iteration 20F: 3 clusters Score -1.550427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 132580 members 
Entering Unmasked Estep 
Score: -15504282.000000 Penalty: 5852.806152
	Iteration 21Q: 3 clusters Score -1.550428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 132592 members 
Entering Unmasked Estep 
Score: -15504308.000000 Penalty: 5852.806152
	Iteration 22Q: 3 clusters Score -1.550431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 132599 members 
Entering Unmasked Estep 
Score: -15504308.000000 Penalty: 5852.806152
	Iteration 23Q: 3 clusters Score -1.550431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -15504316.000000 Penalty: 5852.806152
	Iteration 24Q: 3 clusters Score -1.550432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -15504313.000000 Penalty: 5852.806152
	Iteration 25Q: 3 clusters Score -1.550431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 132611 members 
Entering Unmasked Estep 
Score: -15504308.000000 Penalty: 5852.806152
	Iteration 26Q: 3 clusters Score -1.550431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 132616 members 
Entering Unmasked Estep 
Score: -15504316.000000 Penalty: 5852.806152
	Iteration 27Q: 3 clusters Score -1.550432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 132622 members 
Entering Unmasked Estep 
Score: -15504328.000000 Penalty: 5852.806152
	Iteration 28Q: 3 clusters Score -1.550433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -15504347.000000 Penalty: 5852.806152
	Iteration 29Q: 3 clusters Score -1.550435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -15504361.000000 Penalty: 5852.806152
	Iteration 30Q: 3 clusters Score -1.550436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -15504362.000000 Penalty: 5852.806152
	Iteration 31Q: 3 clusters Score -1.550436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -15504356.000000 Penalty: 5852.806152
	Iteration 32Q: 3 clusters Score -1.550436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 132635 members 
Entering Unmasked Estep 
Score: -15504359.000000 Penalty: 5852.806152
	Iteration 33Q: 3 clusters Score -1.550436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -15504354.000000 Penalty: 5852.806152
	Iteration 34Q: 3 clusters Score -1.550435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 132637 members 
Entering Unmasked Estep 
Score: -15504354.000000 Penalty: 5852.806152
	Iteration 35F: 3 clusters Score -1.550435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (193909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193909 members 
Entering Unmasked Estep 
Score: -22524194.000000 Penalty: 3019.435791
	Iteration 0F: 2 clusters Score -2.252419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -22399400.000000 Penalty: 6038.871582
	Iteration 0F: 3 clusters Score -2.23994e+07 nChanged 93142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103660 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -22454566.000000 Penalty: 6038.871582
	Iteration 1F: 3 clusters Score -2.245457e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107842 members 
Mstep: Class 2 contains 86067 members 
Entering Unmasked Estep 
Score: -22456830.000000 Penalty: 6038.871582
	Iteration 2Q: 3 clusters Score -2.245683e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114255 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -22461344.000000 Penalty: 6038.871582
	Iteration 3Q: 3 clusters Score -2.246134e+07 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123924 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -22469460.000000 Penalty: 6038.871582
	Iteration 4F: 3 clusters Score -2.246946e+07 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136614 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -22481862.000000 Penalty: 6038.871582
	Iteration 5F: 3 clusters Score -2.248186e+07 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150391 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -22496424.000000 Penalty: 6038.871582
	Iteration 6F: 3 clusters Score -2.249642e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161741 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -22507814.000000 Penalty: 6038.871582
	Iteration 7F: 3 clusters Score -2.250781e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169156 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -22515348.000000 Penalty: 6038.871582
	Iteration 8Q: 3 clusters Score -2.251535e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -22519486.000000 Penalty: 6038.871582
	Iteration 9Q: 3 clusters Score -2.251949e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175861 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -22521382.000000 Penalty: 6038.871582
	Iteration 10Q: 3 clusters Score -2.252138e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177599 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -22522224.000000 Penalty: 6038.871582
	Iteration 11Q: 3 clusters Score -2.252222e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179100 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -22522794.000000 Penalty: 6038.871582
	Iteration 12Q: 3 clusters Score -2.252279e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180391 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -22523114.000000 Penalty: 6038.871582
	Iteration 13Q: 3 clusters Score -2.252311e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181481 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -22523228.000000 Penalty: 6038.871582
	Iteration 14Q: 3 clusters Score -2.252323e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182422 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -22523392.000000 Penalty: 6038.871582
	Iteration 15Q: 3 clusters Score -2.252339e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183202 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -22523582.000000 Penalty: 6038.871582
	Iteration 16Q: 3 clusters Score -2.252358e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183879 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -22523650.000000 Penalty: 6038.871582
	Iteration 17Q: 3 clusters Score -2.252365e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184469 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -22523736.000000 Penalty: 6038.871582
	Iteration 18Q: 3 clusters Score -2.252374e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185007 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -22523816.000000 Penalty: 6038.871582
	Iteration 19Q: 3 clusters Score -2.252382e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185482 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -22523918.000000 Penalty: 6038.871582
	Iteration 20F: 3 clusters Score -2.252392e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185929 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -22523962.000000 Penalty: 6038.871582
	Iteration 21Q: 3 clusters Score -2.252396e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186308 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -22524024.000000 Penalty: 6038.871582
	Iteration 22Q: 3 clusters Score -2.252402e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186632 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -22524074.000000 Penalty: 6038.871582
	Iteration 23Q: 3 clusters Score -2.252407e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186923 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -22524092.000000 Penalty: 6038.871582
	Iteration 24Q: 3 clusters Score -2.252409e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187196 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -22524116.000000 Penalty: 6038.871582
	Iteration 25Q: 3 clusters Score -2.252412e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187426 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -22524148.000000 Penalty: 6038.871582
	Iteration 26Q: 3 clusters Score -2.252415e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187614 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -22524172.000000 Penalty: 6038.871582
	Iteration 27Q: 3 clusters Score -2.252417e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187768 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -22524170.000000 Penalty: 6038.871582
	Iteration 28Q: 3 clusters Score -2.252417e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187898 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -22524128.000000 Penalty: 6038.871582
	Iteration 29Q: 3 clusters Score -2.252413e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -22524144.000000 Penalty: 6038.871582
	Iteration 30Q: 3 clusters Score -2.252414e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188133 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -22524164.000000 Penalty: 6038.871582
	Iteration 31Q: 3 clusters Score -2.252416e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188260 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -22524162.000000 Penalty: 6038.871582
	Iteration 32Q: 3 clusters Score -2.252416e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188377 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -22524164.000000 Penalty: 6038.871582
	Iteration 33Q: 3 clusters Score -2.252416e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188477 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -22524174.000000 Penalty: 6038.871582
	Iteration 34Q: 3 clusters Score -2.252417e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188557 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -22524148.000000 Penalty: 6038.871582
	Iteration 35Q: 3 clusters Score -2.252415e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188629 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -22524174.000000 Penalty: 6038.871582
	Iteration 36Q: 3 clusters Score -2.252417e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188690 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -22524180.000000 Penalty: 6038.871582
	Iteration 37Q: 3 clusters Score -2.252418e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188753 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -22524174.000000 Penalty: 6038.871582
	Iteration 38Q: 3 clusters Score -2.252417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188815 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -22524152.000000 Penalty: 6038.871582
	Iteration 39Q: 3 clusters Score -2.252415e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188868 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -22524142.000000 Penalty: 6038.871582
	Iteration 40F: 3 clusters Score -2.252414e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188908 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -22524128.000000 Penalty: 6038.871582
	Iteration 41Q: 3 clusters Score -2.252413e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188940 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22524142.000000 Penalty: 6038.871582
	Iteration 42Q: 3 clusters Score -2.252414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188969 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -22524132.000000 Penalty: 6038.871582
	Iteration 43Q: 3 clusters Score -2.252413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -22524134.000000 Penalty: 6038.871582
	Iteration 44Q: 3 clusters Score -2.252413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189014 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -22524116.000000 Penalty: 6038.871582
	Iteration 45Q: 3 clusters Score -2.252412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189042 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -22524118.000000 Penalty: 6038.871582
	Iteration 46Q: 3 clusters Score -2.252412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189059 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -22524116.000000 Penalty: 6038.871582
	Iteration 47Q: 3 clusters Score -2.252412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189076 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -22524102.000000 Penalty: 6038.871582
	Iteration 48Q: 3 clusters Score -2.25241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189088 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -22524108.000000 Penalty: 6038.871582
	Iteration 49Q: 3 clusters Score -2.252411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -22524120.000000 Penalty: 6038.871582
	Iteration 50Q: 3 clusters Score -2.252412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189116 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -22524094.000000 Penalty: 6038.871582
	Iteration 51Q: 3 clusters Score -2.252409e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -22524084.000000 Penalty: 6038.871582
	Iteration 52Q: 3 clusters Score -2.252408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189146 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -22524074.000000 Penalty: 6038.871582
	Iteration 53Q: 3 clusters Score -2.252407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -22524072.000000 Penalty: 6038.871582
	Iteration 54Q: 3 clusters Score -2.252407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189164 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -22524056.000000 Penalty: 6038.871582
	Iteration 55Q: 3 clusters Score -2.252406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189170 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -22524056.000000 Penalty: 6038.871582
	Iteration 56Q: 3 clusters Score -2.252406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189179 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -22524040.000000 Penalty: 6038.871582
	Iteration 57Q: 3 clusters Score -2.252404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -22524042.000000 Penalty: 6038.871582
	Iteration 58Q: 3 clusters Score -2.252404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -22524044.000000 Penalty: 6038.871582
	Iteration 59Q: 3 clusters Score -2.252404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189198 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -22524032.000000 Penalty: 6038.871582
	Iteration 60F: 3 clusters Score -2.252403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189204 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -22524046.000000 Penalty: 6038.871582
	Iteration 61Q: 3 clusters Score -2.252405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189207 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -22524052.000000 Penalty: 6038.871582
	Iteration 62Q: 3 clusters Score -2.252405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -22524048.000000 Penalty: 6038.871582
	Iteration 63Q: 3 clusters Score -2.252405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189216 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -22524054.000000 Penalty: 6038.871582
	Iteration 64Q: 3 clusters Score -2.252405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189223 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -22524040.000000 Penalty: 6038.871582
	Iteration 65Q: 3 clusters Score -2.252404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189225 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -22524036.000000 Penalty: 6038.871582
	Iteration 66Q: 3 clusters Score -2.252404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -22524034.000000 Penalty: 6038.871582
	Iteration 67Q: 3 clusters Score -2.252403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -22524034.000000 Penalty: 6038.871582
	Iteration 68F: 3 clusters Score -2.252403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Entering Unmasked Estep 
Score: -1262051.375000 Penalty: 2332.031982
	Iteration 0F: 2 clusters Score -1262051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1253045.875000 Penalty: 4664.063965
	Iteration 0F: 3 clusters Score -1253046 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1256121.750000 Penalty: 4664.063965
	Iteration 1F: 3 clusters Score -1256122 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1256743.125000 Penalty: 4664.063965
	Iteration 2F: 3 clusters Score -1256743 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1257329.250000 Penalty: 4664.063965
	Iteration 3F: 3 clusters Score -1257329 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1257854.250000 Penalty: 4664.063965
	Iteration 4F: 3 clusters Score -1257854 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1258288.375000 Penalty: 4664.063965
	Iteration 5F: 3 clusters Score -1258288 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1258664.000000 Penalty: 4664.063965
	Iteration 6Q: 3 clusters Score -1258664 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1258959.875000 Penalty: 4664.063965
	Iteration 7Q: 3 clusters Score -1258960 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1259192.625000 Penalty: 4664.063965
	Iteration 8Q: 3 clusters Score -1259193 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1259391.000000 Penalty: 4664.063965
	Iteration 9Q: 3 clusters Score -1259391 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1259550.250000 Penalty: 4664.063965
	Iteration 10Q: 3 clusters Score -1259550 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1259675.125000 Penalty: 4664.063965
	Iteration 11Q: 3 clusters Score -1259675 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1259766.375000 Penalty: 4664.063965
	Iteration 12Q: 3 clusters Score -1259766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1259846.500000 Penalty: 4664.063965
	Iteration 13Q: 3 clusters Score -1259846 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1259905.375000 Penalty: 4664.063965
	Iteration 14Q: 3 clusters Score -1259905 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1259967.750000 Penalty: 4664.063965
	Iteration 15Q: 3 clusters Score -1259968 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1260035.625000 Penalty: 4664.063965
	Iteration 16Q: 3 clusters Score -1260036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1260098.625000 Penalty: 4664.063965
	Iteration 17Q: 3 clusters Score -1260099 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1260167.375000 Penalty: 4664.063965
	Iteration 18Q: 3 clusters Score -1260167 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1260224.250000 Penalty: 4664.063965
	Iteration 19Q: 3 clusters Score -1260224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1260286.250000 Penalty: 4664.063965
	Iteration 20F: 3 clusters Score -1260286 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1260345.875000 Penalty: 4664.063965
	Iteration 21Q: 3 clusters Score -1260346 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1260391.000000 Penalty: 4664.063965
	Iteration 22Q: 3 clusters Score -1260391 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1260436.750000 Penalty: 4664.063965
	Iteration 23Q: 3 clusters Score -1260437 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1260475.625000 Penalty: 4664.063965
	Iteration 24Q: 3 clusters Score -1260476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1260502.375000 Penalty: 4664.063965
	Iteration 25Q: 3 clusters Score -1260502 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1260536.750000 Penalty: 4664.063965
	Iteration 26Q: 3 clusters Score -1260537 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1260557.500000 Penalty: 4664.063965
	Iteration 27Q: 3 clusters Score -1260558 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1260579.625000 Penalty: 4664.063965
	Iteration 28Q: 3 clusters Score -1260580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1260604.750000 Penalty: 4664.063965
	Iteration 29Q: 3 clusters Score -1260605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1260628.375000 Penalty: 4664.063965
	Iteration 30Q: 3 clusters Score -1260628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1260647.625000 Penalty: 4664.063965
	Iteration 31Q: 3 clusters Score -1260648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1260667.000000 Penalty: 4664.063965
	Iteration 32Q: 3 clusters Score -1260667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1260690.250000 Penalty: 4664.063965
	Iteration 33Q: 3 clusters Score -1260690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1260714.500000 Penalty: 4664.063965
	Iteration 34Q: 3 clusters Score -1260714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1260733.250000 Penalty: 4664.063965
	Iteration 35Q: 3 clusters Score -1260733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1260741.125000 Penalty: 4664.063965
	Iteration 36Q: 3 clusters Score -1260741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1260755.250000 Penalty: 4664.063965
	Iteration 37Q: 3 clusters Score -1260755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1260760.250000 Penalty: 4664.063965
	Iteration 38Q: 3 clusters Score -1260760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1260764.875000 Penalty: 4664.063965
	Iteration 39Q: 3 clusters Score -1260765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1260771.625000 Penalty: 4664.063965
	Iteration 40F: 3 clusters Score -1260772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1260774.500000 Penalty: 4664.063965
	Iteration 41Q: 3 clusters Score -1260774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1260777.625000 Penalty: 4664.063965
	Iteration 42Q: 3 clusters Score -1260778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1260788.625000 Penalty: 4664.063965
	Iteration 43Q: 3 clusters Score -1260789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1260793.500000 Penalty: 4664.063965
	Iteration 44Q: 3 clusters Score -1260794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1260795.250000 Penalty: 4664.063965
	Iteration 45Q: 3 clusters Score -1260795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1260799.750000 Penalty: 4664.063965
	Iteration 46Q: 3 clusters Score -1260800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1260804.125000 Penalty: 4664.063965
	Iteration 47Q: 3 clusters Score -1260804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1260807.250000 Penalty: 4664.063965
	Iteration 48Q: 3 clusters Score -1260807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1260808.500000 Penalty: 4664.063965
	Iteration 49Q: 3 clusters Score -1260808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1260808.625000 Penalty: 4664.063965
	Iteration 50Q: 3 clusters Score -1260809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1260810.875000 Penalty: 4664.063965
	Iteration 51Q: 3 clusters Score -1260811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1260812.125000 Penalty: 4664.063965
	Iteration 52Q: 3 clusters Score -1260812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1260814.250000 Penalty: 4664.063965
	Iteration 53Q: 3 clusters Score -1260814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1260815.375000 Penalty: 4664.063965
	Iteration 54Q: 3 clusters Score -1260815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1260820.500000 Penalty: 4664.063965
	Iteration 55Q: 3 clusters Score -1260820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1260823.250000 Penalty: 4664.063965
	Iteration 56Q: 3 clusters Score -1260823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1260829.125000 Penalty: 4664.063965
	Iteration 57Q: 3 clusters Score -1260829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1260834.000000 Penalty: 4664.063965
	Iteration 58Q: 3 clusters Score -1260834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1260835.250000 Penalty: 4664.063965
	Iteration 59Q: 3 clusters Score -1260835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1260835.875000 Penalty: 4664.063965
	Iteration 60F: 3 clusters Score -1260836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1260837.000000 Penalty: 4664.063965
	Iteration 61Q: 3 clusters Score -1260837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1260835.750000 Penalty: 4664.063965
	Iteration 62Q: 3 clusters Score -1260836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1260841.375000 Penalty: 4664.063965
	Iteration 63Q: 3 clusters Score -1260841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1260840.875000 Penalty: 4664.063965
	Iteration 64Q: 3 clusters Score -1260841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1260842.500000 Penalty: 4664.063965
	Iteration 65Q: 3 clusters Score -1260842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1260843.375000 Penalty: 4664.063965
	Iteration 66Q: 3 clusters Score -1260843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1260844.125000 Penalty: 4664.063965
	Iteration 67Q: 3 clusters Score -1260844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1260843.750000 Penalty: 4664.063965
	Iteration 68Q: 3 clusters Score -1260844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1260843.500000 Penalty: 4664.063965
	Iteration 69Q: 3 clusters Score -1260844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1260843.500000 Penalty: 4664.063965
	Iteration 70F: 3 clusters Score -1260844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Entering Unmasked Estep 
Score: -6695570.500000 Penalty: 2721.915283
	Iteration 0F: 2 clusters Score -6695570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -6656401.000000 Penalty: 5443.830566
	Iteration 0F: 3 clusters Score -6656401 nChanged 27107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -6671550.000000 Penalty: 5443.830566
	Iteration 1F: 3 clusters Score -6671550 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -6672225.500000 Penalty: 5443.830566
	Iteration 2Q: 3 clusters Score -6672226 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -6672923.500000 Penalty: 5443.830566
	Iteration 3Q: 3 clusters Score -6672924 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -6673775.500000 Penalty: 5443.830566
	Iteration 4Q: 3 clusters Score -6673776 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -6674799.000000 Penalty: 5443.830566
	Iteration 5Q: 3 clusters Score -6674799 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -6676052.000000 Penalty: 5443.830566
	Iteration 6Q: 3 clusters Score -6676052 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -6677301.000000 Penalty: 5443.830566
	Iteration 7F: 3 clusters Score -6677301 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -6678493.500000 Penalty: 5443.830566
	Iteration 8Q: 3 clusters Score -6678494 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -6679836.000000 Penalty: 5443.830566
	Iteration 9Q: 3 clusters Score -6679836 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -6681205.000000 Penalty: 5443.830566
	Iteration 10Q: 3 clusters Score -6681205 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -6682837.500000 Penalty: 5443.830566
	Iteration 11Q: 3 clusters Score -6682838 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -6684742.000000 Penalty: 5443.830566
	Iteration 12Q: 3 clusters Score -6684742 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -6686994.500000 Penalty: 5443.830566
	Iteration 13Q: 3 clusters Score -6686994 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -6689086.500000 Penalty: 5443.830566
	Iteration 14Q: 3 clusters Score -6689086 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -6690887.500000 Penalty: 5443.830566
	Iteration 15Q: 3 clusters Score -6690888 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -6691990.000000 Penalty: 5443.830566
	Iteration 16Q: 3 clusters Score -6691990 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -6692683.000000 Penalty: 5443.830566
	Iteration 17Q: 3 clusters Score -6692683 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -6693104.000000 Penalty: 5443.830566
	Iteration 18Q: 3 clusters Score -6693104 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -6693338.000000 Penalty: 5443.830566
	Iteration 19Q: 3 clusters Score -6693338 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -6693527.500000 Penalty: 5443.830566
	Iteration 20F: 3 clusters Score -6693528 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -6693632.500000 Penalty: 5443.830566
	Iteration 21Q: 3 clusters Score -6693632 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6693731.500000 Penalty: 5443.830566
	Iteration 22Q: 3 clusters Score -6693732 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -6693779.000000 Penalty: 5443.830566
	Iteration 23Q: 3 clusters Score -6693779 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -6693826.500000 Penalty: 5443.830566
	Iteration 24Q: 3 clusters Score -6693826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -6693875.500000 Penalty: 5443.830566
	Iteration 25Q: 3 clusters Score -6693876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6693897.500000 Penalty: 5443.830566
	Iteration 26Q: 3 clusters Score -6693898 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -6693926.500000 Penalty: 5443.830566
	Iteration 27Q: 3 clusters Score -6693926 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -6693941.000000 Penalty: 5443.830566
	Iteration 28Q: 3 clusters Score -6693941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6693971.500000 Penalty: 5443.830566
	Iteration 29Q: 3 clusters Score -6693972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6693983.500000 Penalty: 5443.830566
	Iteration 30Q: 3 clusters Score -6693984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6694005.000000 Penalty: 5443.830566
	Iteration 31Q: 3 clusters Score -6694005 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6694023.500000 Penalty: 5443.830566
	Iteration 32Q: 3 clusters Score -6694024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -6694047.000000 Penalty: 5443.830566
	Iteration 33Q: 3 clusters Score -6694047 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6694053.000000 Penalty: 5443.830566
	Iteration 34Q: 3 clusters Score -6694053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6694059.000000 Penalty: 5443.830566
	Iteration 35Q: 3 clusters Score -6694059 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6694081.500000 Penalty: 5443.830566
	Iteration 36Q: 3 clusters Score -6694082 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6694089.000000 Penalty: 5443.830566
	Iteration 37Q: 3 clusters Score -6694089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -6694098.000000 Penalty: 5443.830566
	Iteration 38Q: 3 clusters Score -6694098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6694115.000000 Penalty: 5443.830566
	Iteration 39Q: 3 clusters Score -6694115 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6694132.000000 Penalty: 5443.830566
	Iteration 40F: 3 clusters Score -6694132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6694141.000000 Penalty: 5443.830566
	Iteration 41Q: 3 clusters Score -6694141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6694144.000000 Penalty: 5443.830566
	Iteration 42Q: 3 clusters Score -6694144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6694162.500000 Penalty: 5443.830566
	Iteration 43Q: 3 clusters Score -6694162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -6694176.500000 Penalty: 5443.830566
	Iteration 44Q: 3 clusters Score -6694176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55378 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6694181.000000 Penalty: 5443.830566
	Iteration 45Q: 3 clusters Score -6694181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6694198.500000 Penalty: 5443.830566
	Iteration 46Q: 3 clusters Score -6694198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6694210.000000 Penalty: 5443.830566
	Iteration 47Q: 3 clusters Score -6694210 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6694226.000000 Penalty: 5443.830566
	Iteration 48Q: 3 clusters Score -6694226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -6694239.000000 Penalty: 5443.830566
	Iteration 49Q: 3 clusters Score -6694239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6694244.500000 Penalty: 5443.830566
	Iteration 50Q: 3 clusters Score -6694244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6694250.500000 Penalty: 5443.830566
	Iteration 51Q: 3 clusters Score -6694250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6694261.500000 Penalty: 5443.830566
	Iteration 52Q: 3 clusters Score -6694262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6694272.000000 Penalty: 5443.830566
	Iteration 53Q: 3 clusters Score -6694272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6694274.500000 Penalty: 5443.830566
	Iteration 54Q: 3 clusters Score -6694274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6694280.000000 Penalty: 5443.830566
	Iteration 55Q: 3 clusters Score -6694280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6694271.000000 Penalty: 5443.830566
	Iteration 56Q: 3 clusters Score -6694271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6694288.000000 Penalty: 5443.830566
	Iteration 57Q: 3 clusters Score -6694288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6694283.500000 Penalty: 5443.830566
	Iteration 58Q: 3 clusters Score -6694284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6694282.500000 Penalty: 5443.830566
	Iteration 59Q: 3 clusters Score -6694282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6694290.000000 Penalty: 5443.830566
	Iteration 60F: 3 clusters Score -6694290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -6694288.000000 Penalty: 5443.830566
	Iteration 61Q: 3 clusters Score -6694288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -6694278.000000 Penalty: 5443.830566
	Iteration 62Q: 3 clusters Score -6694278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6694282.500000 Penalty: 5443.830566
	Iteration 63Q: 3 clusters Score -6694282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6694277.500000 Penalty: 5443.830566
	Iteration 64Q: 3 clusters Score -6694278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6694277.500000 Penalty: 5443.830566
	Iteration 65Q: 3 clusters Score -6694278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6694279.500000 Penalty: 5443.830566
	Iteration 66Q: 3 clusters Score -6694280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6694279.500000 Penalty: 5443.830566
	Iteration 67F: 3 clusters Score -6694280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Entering Unmasked Estep 
Score: -1471754.750000 Penalty: 2351.415039
	Iteration 0F: 2 clusters Score -1471755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1462026.500000 Penalty: 4702.830078
	Iteration 0F: 3 clusters Score -1462026 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1465135.750000 Penalty: 4702.830078
	Iteration 1F: 3 clusters Score -1465136 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1465727.875000 Penalty: 4702.830078
	Iteration 2F: 3 clusters Score -1465728 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1466418.500000 Penalty: 4702.830078
	Iteration 3F: 3 clusters Score -1466418 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1467090.750000 Penalty: 4702.830078
	Iteration 4F: 3 clusters Score -1467091 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1467677.875000 Penalty: 4702.830078
	Iteration 5F: 3 clusters Score -1467678 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1468219.250000 Penalty: 4702.830078
	Iteration 6F: 3 clusters Score -1468219 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1468733.125000 Penalty: 4702.830078
	Iteration 7Q: 3 clusters Score -1468733 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1469128.875000 Penalty: 4702.830078
	Iteration 8Q: 3 clusters Score -1469129 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1469358.750000 Penalty: 4702.830078
	Iteration 9Q: 3 clusters Score -1469359 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1469510.500000 Penalty: 4702.830078
	Iteration 10Q: 3 clusters Score -1469510 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1469605.375000 Penalty: 4702.830078
	Iteration 11Q: 3 clusters Score -1469605 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1469677.750000 Penalty: 4702.830078
	Iteration 12Q: 3 clusters Score -1469678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1469716.750000 Penalty: 4702.830078
	Iteration 13Q: 3 clusters Score -1469717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1469747.250000 Penalty: 4702.830078
	Iteration 14Q: 3 clusters Score -1469747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1469772.625000 Penalty: 4702.830078
	Iteration 15Q: 3 clusters Score -1469773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1469791.250000 Penalty: 4702.830078
	Iteration 16Q: 3 clusters Score -1469791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1469801.750000 Penalty: 4702.830078
	Iteration 17Q: 3 clusters Score -1469802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1469820.625000 Penalty: 4702.830078
	Iteration 18Q: 3 clusters Score -1469821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1469824.625000 Penalty: 4702.830078
	Iteration 19Q: 3 clusters Score -1469825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1469837.750000 Penalty: 4702.830078
	Iteration 20F: 3 clusters Score -1469838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1469846.625000 Penalty: 4702.830078
	Iteration 21Q: 3 clusters Score -1469847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1469854.250000 Penalty: 4702.830078
	Iteration 22Q: 3 clusters Score -1469854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1469864.500000 Penalty: 4702.830078
	Iteration 23Q: 3 clusters Score -1469864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1469876.750000 Penalty: 4702.830078
	Iteration 24Q: 3 clusters Score -1469877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1469882.875000 Penalty: 4702.830078
	Iteration 25Q: 3 clusters Score -1469883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1469888.625000 Penalty: 4702.830078
	Iteration 26Q: 3 clusters Score -1469889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1469898.000000 Penalty: 4702.830078
	Iteration 27Q: 3 clusters Score -1469898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1469904.000000 Penalty: 4702.830078
	Iteration 28Q: 3 clusters Score -1469904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1469909.875000 Penalty: 4702.830078
	Iteration 29Q: 3 clusters Score -1469910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1469914.375000 Penalty: 4702.830078
	Iteration 30Q: 3 clusters Score -1469914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1469918.625000 Penalty: 4702.830078
	Iteration 31Q: 3 clusters Score -1469919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1469924.750000 Penalty: 4702.830078
	Iteration 32Q: 3 clusters Score -1469925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1469926.875000 Penalty: 4702.830078
	Iteration 33Q: 3 clusters Score -1469927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1469929.500000 Penalty: 4702.830078
	Iteration 34Q: 3 clusters Score -1469930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1469931.625000 Penalty: 4702.830078
	Iteration 35Q: 3 clusters Score -1469932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1469937.625000 Penalty: 4702.830078
	Iteration 36Q: 3 clusters Score -1469938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1469948.000000 Penalty: 4702.830078
	Iteration 37Q: 3 clusters Score -1469948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1469953.250000 Penalty: 4702.830078
	Iteration 38Q: 3 clusters Score -1469953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1469961.000000 Penalty: 4702.830078
	Iteration 39Q: 3 clusters Score -1469961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1469966.625000 Penalty: 4702.830078
	Iteration 40F: 3 clusters Score -1469967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1469978.000000 Penalty: 4702.830078
	Iteration 41Q: 3 clusters Score -1469978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1469982.125000 Penalty: 4702.830078
	Iteration 42Q: 3 clusters Score -1469982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1469985.500000 Penalty: 4702.830078
	Iteration 43Q: 3 clusters Score -1469986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1469990.750000 Penalty: 4702.830078
	Iteration 44Q: 3 clusters Score -1469991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1469994.125000 Penalty: 4702.830078
	Iteration 45Q: 3 clusters Score -1469994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1469999.125000 Penalty: 4702.830078
	Iteration 46Q: 3 clusters Score -1469999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1470006.500000 Penalty: 4702.830078
	Iteration 47Q: 3 clusters Score -1470006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1470008.500000 Penalty: 4702.830078
	Iteration 48Q: 3 clusters Score -1470008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1470010.625000 Penalty: 4702.830078
	Iteration 49Q: 3 clusters Score -1470011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1470011.125000 Penalty: 4702.830078
	Iteration 50Q: 3 clusters Score -1470011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1470011.125000 Penalty: 4702.830078
	Iteration 51Q: 3 clusters Score -1470011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1470014.375000 Penalty: 4702.830078
	Iteration 52Q: 3 clusters Score -1470014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1470017.500000 Penalty: 4702.830078
	Iteration 53Q: 3 clusters Score -1470018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1470017.500000 Penalty: 4702.830078
	Iteration 54Q: 3 clusters Score -1470018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1470019.750000 Penalty: 4702.830078
	Iteration 55Q: 3 clusters Score -1470020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1470022.250000 Penalty: 4702.830078
	Iteration 56Q: 3 clusters Score -1470022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1470021.375000 Penalty: 4702.830078
	Iteration 57Q: 3 clusters Score -1470021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1470020.750000 Penalty: 4702.830078
	Iteration 58Q: 3 clusters Score -1470021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1470025.625000 Penalty: 4702.830078
	Iteration 59Q: 3 clusters Score -1470026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1470029.250000 Penalty: 4702.830078
	Iteration 60F: 3 clusters Score -1470029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1470029.375000 Penalty: 4702.830078
	Iteration 61Q: 3 clusters Score -1470029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1470028.500000 Penalty: 4702.830078
	Iteration 62Q: 3 clusters Score -1470028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1470029.625000 Penalty: 4702.830078
	Iteration 63Q: 3 clusters Score -1470030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1470030.500000 Penalty: 4702.830078
	Iteration 64Q: 3 clusters Score -1470030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1470030.125000 Penalty: 4702.830078
	Iteration 65Q: 3 clusters Score -1470030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1470033.875000 Penalty: 4702.830078
	Iteration 66Q: 3 clusters Score -1470034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1470033.250000 Penalty: 4702.830078
	Iteration 67Q: 3 clusters Score -1470033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1470034.750000 Penalty: 4702.830078
	Iteration 68Q: 3 clusters Score -1470035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1470042.250000 Penalty: 4702.830078
	Iteration 69Q: 3 clusters Score -1470042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1470040.875000 Penalty: 4702.830078
	Iteration 70Q: 3 clusters Score -1470041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1470040.375000 Penalty: 4702.830078
	Iteration 71Q: 3 clusters Score -1470040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1470041.875000 Penalty: 4702.830078
	Iteration 72Q: 3 clusters Score -1470042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1470041.375000 Penalty: 4702.830078
	Iteration 73Q: 3 clusters Score -1470041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1470049.625000 Penalty: 4702.830078
	Iteration 74Q: 3 clusters Score -1470050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1470050.000000 Penalty: 4702.830078
	Iteration 75Q: 3 clusters Score -1470050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1470055.125000 Penalty: 4702.830078
	Iteration 76Q: 3 clusters Score -1470055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1470055.125000 Penalty: 4702.830078
	Iteration 77F: 3 clusters Score -1470055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Entering Unmasked Estep 
Score: -782806.250000 Penalty: 2198.352051
	Iteration 0F: 2 clusters Score -782806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -776964.500000 Penalty: 4396.704102
	Iteration 0F: 3 clusters Score -776964.5 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -778484.625000 Penalty: 4396.704102
	Iteration 1F: 3 clusters Score -778484.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -778791.562500 Penalty: 4396.704102
	Iteration 2F: 3 clusters Score -778791.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -779043.687500 Penalty: 4396.704102
	Iteration 3F: 3 clusters Score -779043.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -779219.062500 Penalty: 4396.704102
	Iteration 4Q: 3 clusters Score -779219.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -779406.687500 Penalty: 4396.704102
	Iteration 5Q: 3 clusters Score -779406.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -779573.875000 Penalty: 4396.704102
	Iteration 6Q: 3 clusters Score -779573.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -779734.312500 Penalty: 4396.704102
	Iteration 7Q: 3 clusters Score -779734.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -779865.875000 Penalty: 4396.704102
	Iteration 8Q: 3 clusters Score -779865.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -779995.375000 Penalty: 4396.704102
	Iteration 9Q: 3 clusters Score -779995.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -780125.437500 Penalty: 4396.704102
	Iteration 10Q: 3 clusters Score -780125.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -780235.437500 Penalty: 4396.704102
	Iteration 11Q: 3 clusters Score -780235.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -780341.062500 Penalty: 4396.704102
	Iteration 12Q: 3 clusters Score -780341.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -780418.625000 Penalty: 4396.704102
	Iteration 13Q: 3 clusters Score -780418.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -780499.000000 Penalty: 4396.704102
	Iteration 14Q: 3 clusters Score -780499 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -780579.187500 Penalty: 4396.704102
	Iteration 15Q: 3 clusters Score -780579.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -780645.250000 Penalty: 4396.704102
	Iteration 16Q: 3 clusters Score -780645.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -780707.000000 Penalty: 4396.704102
	Iteration 17Q: 3 clusters Score -780707 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -780773.562500 Penalty: 4396.704102
	Iteration 18Q: 3 clusters Score -780773.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -780857.125000 Penalty: 4396.704102
	Iteration 19Q: 3 clusters Score -780857.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -780930.875000 Penalty: 4396.704102
	Iteration 20F: 3 clusters Score -780930.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -780997.375000 Penalty: 4396.704102
	Iteration 21Q: 3 clusters Score -780997.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -781061.062500 Penalty: 4396.704102
	Iteration 22Q: 3 clusters Score -781061.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -781125.500000 Penalty: 4396.704102
	Iteration 23Q: 3 clusters Score -781125.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -781170.562500 Penalty: 4396.704102
	Iteration 24Q: 3 clusters Score -781170.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -781196.250000 Penalty: 4396.704102
	Iteration 25Q: 3 clusters Score -781196.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -781212.937500 Penalty: 4396.704102
	Iteration 26Q: 3 clusters Score -781212.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -781222.875000 Penalty: 4396.704102
	Iteration 27Q: 3 clusters Score -781222.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -781231.500000 Penalty: 4396.704102
	Iteration 28Q: 3 clusters Score -781231.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -781239.187500 Penalty: 4396.704102
	Iteration 29Q: 3 clusters Score -781239.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -781246.812500 Penalty: 4396.704102
	Iteration 30Q: 3 clusters Score -781246.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -781251.812500 Penalty: 4396.704102
	Iteration 31Q: 3 clusters Score -781251.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -781259.562500 Penalty: 4396.704102
	Iteration 32Q: 3 clusters Score -781259.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -781262.812500 Penalty: 4396.704102
	Iteration 33Q: 3 clusters Score -781262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -781263.750000 Penalty: 4396.704102
	Iteration 34Q: 3 clusters Score -781263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -781268.625000 Penalty: 4396.704102
	Iteration 35Q: 3 clusters Score -781268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -781268.437500 Penalty: 4396.704102
	Iteration 36Q: 3 clusters Score -781268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -781269.812500 Penalty: 4396.704102
	Iteration 37Q: 3 clusters Score -781269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -781269.812500 Penalty: 4396.704102
	Iteration 38F: 3 clusters Score -781269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (256762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256762 members 
Entering Unmasked Estep 
Score: -29922486.000000 Penalty: 3089.064453
	Iteration 0F: 2 clusters Score -2.992249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128355 members 
Mstep: Class 2 contains 128407 members 
Entering Unmasked Estep 
Score: -29766298.000000 Penalty: 6178.128906
	Iteration 0F: 3 clusters Score -2.97663e+07 nChanged 124439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -29839572.000000 Penalty: 6178.128906
	Iteration 1F: 3 clusters Score -2.983957e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126626 members 
Mstep: Class 2 contains 130136 members 
Entering Unmasked Estep 
Score: -29840660.000000 Penalty: 6178.128906
	Iteration 2Q: 3 clusters Score -2.984066e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125734 members 
Mstep: Class 2 contains 131028 members 
Entering Unmasked Estep 
Score: -29841944.000000 Penalty: 6178.128906
	Iteration 3Q: 3 clusters Score -2.984194e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124454 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -29843138.000000 Penalty: 6178.128906
	Iteration 4Q: 3 clusters Score -2.984314e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122510 members 
Mstep: Class 2 contains 134252 members 
Entering Unmasked Estep 
Score: -29844872.000000 Penalty: 6178.128906
	Iteration 5Q: 3 clusters Score -2.984487e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119953 members 
Mstep: Class 2 contains 136809 members 
Entering Unmasked Estep 
Score: -29846988.000000 Penalty: 6178.128906
	Iteration 6Q: 3 clusters Score -2.984699e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 140337 members 
Entering Unmasked Estep 
Score: -29850186.000000 Penalty: 6178.128906
	Iteration 7Q: 3 clusters Score -2.985019e+07 nChanged 9814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111535 members 
Mstep: Class 2 contains 145227 members 
Entering Unmasked Estep 
Score: -29854022.000000 Penalty: 6178.128906
	Iteration 8Q: 3 clusters Score -2.985402e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105068 members 
Mstep: Class 2 contains 151694 members 
Entering Unmasked Estep 
Score: -29859472.000000 Penalty: 6178.128906
	Iteration 9Q: 3 clusters Score -2.985947e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96959 members 
Mstep: Class 2 contains 159803 members 
Entering Unmasked Estep 
Score: -29867256.000000 Penalty: 6178.128906
	Iteration 10F: 3 clusters Score -2.986726e+07 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 168977 members 
Entering Unmasked Estep 
Score: -29876706.000000 Penalty: 6178.128906
	Iteration 11F: 3 clusters Score -2.987671e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -29885712.000000 Penalty: 6178.128906
	Iteration 12F: 3 clusters Score -2.988571e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 184477 members 
Entering Unmasked Estep 
Score: -29891630.000000 Penalty: 6178.128906
	Iteration 13Q: 3 clusters Score -2.989163e+07 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 189766 members 
Entering Unmasked Estep 
Score: -29895062.000000 Penalty: 6178.128906
	Iteration 14Q: 3 clusters Score -2.989506e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 194070 members 
Entering Unmasked Estep 
Score: -29896840.000000 Penalty: 6178.128906
	Iteration 15Q: 3 clusters Score -2.989684e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 197909 members 
Entering Unmasked Estep 
Score: -29897804.000000 Penalty: 6178.128906
	Iteration 16Q: 3 clusters Score -2.98978e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 201446 members 
Entering Unmasked Estep 
Score: -29898376.000000 Penalty: 6178.128906
	Iteration 17Q: 3 clusters Score -2.989838e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 204824 members 
Entering Unmasked Estep 
Score: -29899000.000000 Penalty: 6178.128906
	Iteration 18Q: 3 clusters Score -2.9899e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 208060 members 
Entering Unmasked Estep 
Score: -29899532.000000 Penalty: 6178.128906
	Iteration 19Q: 3 clusters Score -2.989953e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 211311 members 
Entering Unmasked Estep 
Score: -29900218.000000 Penalty: 6178.128906
	Iteration 20F: 3 clusters Score -2.990022e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 214450 members 
Entering Unmasked Estep 
Score: -29900928.000000 Penalty: 6178.128906
	Iteration 21Q: 3 clusters Score -2.990093e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 217617 members 
Entering Unmasked Estep 
Score: -29901868.000000 Penalty: 6178.128906
	Iteration 22Q: 3 clusters Score -2.990187e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 220668 members 
Entering Unmasked Estep 
Score: -29902480.000000 Penalty: 6178.128906
	Iteration 23Q: 3 clusters Score -2.990248e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 223576 members 
Entering Unmasked Estep 
Score: -29903226.000000 Penalty: 6178.128906
	Iteration 24Q: 3 clusters Score -2.990323e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 226305 members 
Entering Unmasked Estep 
Score: -29903922.000000 Penalty: 6178.128906
	Iteration 25Q: 3 clusters Score -2.990392e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 228841 members 
Entering Unmasked Estep 
Score: -29904702.000000 Penalty: 6178.128906
	Iteration 26Q: 3 clusters Score -2.99047e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 231287 members 
Entering Unmasked Estep 
Score: -29905406.000000 Penalty: 6178.128906
	Iteration 27Q: 3 clusters Score -2.990541e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 233625 members 
Entering Unmasked Estep 
Score: -29906410.000000 Penalty: 6178.128906
	Iteration 28Q: 3 clusters Score -2.990641e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 235856 members 
Entering Unmasked Estep 
Score: -29907444.000000 Penalty: 6178.128906
	Iteration 29Q: 3 clusters Score -2.990744e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 237992 members 
Entering Unmasked Estep 
Score: -29908340.000000 Penalty: 6178.128906
	Iteration 30Q: 3 clusters Score -2.990834e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 239946 members 
Entering Unmasked Estep 
Score: -29909100.000000 Penalty: 6178.128906
	Iteration 31Q: 3 clusters Score -2.99091e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 241709 members 
Entering Unmasked Estep 
Score: -29910024.000000 Penalty: 6178.128906
	Iteration 32Q: 3 clusters Score -2.991002e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 243311 members 
Entering Unmasked Estep 
Score: -29910816.000000 Penalty: 6178.128906
	Iteration 33Q: 3 clusters Score -2.991082e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 244822 members 
Entering Unmasked Estep 
Score: -29911702.000000 Penalty: 6178.128906
	Iteration 34Q: 3 clusters Score -2.99117e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 246224 members 
Entering Unmasked Estep 
Score: -29912498.000000 Penalty: 6178.128906
	Iteration 35Q: 3 clusters Score -2.99125e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 247531 members 
Entering Unmasked Estep 
Score: -29913278.000000 Penalty: 6178.128906
	Iteration 36Q: 3 clusters Score -2.991328e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 248778 members 
Entering Unmasked Estep 
Score: -29914166.000000 Penalty: 6178.128906
	Iteration 37Q: 3 clusters Score -2.991417e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 249854 members 
Entering Unmasked Estep 
Score: -29914856.000000 Penalty: 6178.128906
	Iteration 38Q: 3 clusters Score -2.991486e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 250778 members 
Entering Unmasked Estep 
Score: -29915726.000000 Penalty: 6178.128906
	Iteration 39Q: 3 clusters Score -2.991573e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 251633 members 
Entering Unmasked Estep 
Score: -29916320.000000 Penalty: 6178.128906
	Iteration 40F: 3 clusters Score -2.991632e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 252390 members 
Entering Unmasked Estep 
Score: -29916864.000000 Penalty: 6178.128906
	Iteration 41Q: 3 clusters Score -2.991686e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 253044 members 
Entering Unmasked Estep 
Score: -29917414.000000 Penalty: 6178.128906
	Iteration 42Q: 3 clusters Score -2.991741e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 253565 members 
Entering Unmasked Estep 
Score: -29917854.000000 Penalty: 6178.128906
	Iteration 43Q: 3 clusters Score -2.991785e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 253977 members 
Entering Unmasked Estep 
Score: -29918130.000000 Penalty: 6178.128906
	Iteration 44Q: 3 clusters Score -2.991813e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 254339 members 
Entering Unmasked Estep 
Score: -29918384.000000 Penalty: 6178.128906
	Iteration 45Q: 3 clusters Score -2.991838e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 254605 members 
Entering Unmasked Estep 
Score: -29918598.000000 Penalty: 6178.128906
	Iteration 46Q: 3 clusters Score -2.99186e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 254834 members 
Entering Unmasked Estep 
Score: -29918748.000000 Penalty: 6178.128906
	Iteration 47Q: 3 clusters Score -2.991875e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 255011 members 
Entering Unmasked Estep 
Score: -29918898.000000 Penalty: 6178.128906
	Iteration 48Q: 3 clusters Score -2.99189e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 255147 members 
Entering Unmasked Estep 
Score: -29919020.000000 Penalty: 6178.128906
	Iteration 49Q: 3 clusters Score -2.991902e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 255252 members 
Entering Unmasked Estep 
Score: -29919052.000000 Penalty: 6178.128906
	Iteration 50Q: 3 clusters Score -2.991905e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 255337 members 
Entering Unmasked Estep 
Score: -29919154.000000 Penalty: 6178.128906
	Iteration 51Q: 3 clusters Score -2.991915e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 255408 members 
Entering Unmasked Estep 
Score: -29919242.000000 Penalty: 6178.128906
	Iteration 52Q: 3 clusters Score -2.991924e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 255477 members 
Entering Unmasked Estep 
Score: -29919300.000000 Penalty: 6178.128906
	Iteration 53Q: 3 clusters Score -2.99193e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 255527 members 
Entering Unmasked Estep 
Score: -29919384.000000 Penalty: 6178.128906
	Iteration 54Q: 3 clusters Score -2.991938e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 255568 members 
Entering Unmasked Estep 
Score: -29919386.000000 Penalty: 6178.128906
	Iteration 55Q: 3 clusters Score -2.991939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 255592 members 
Entering Unmasked Estep 
Score: -29919426.000000 Penalty: 6178.128906
	Iteration 56Q: 3 clusters Score -2.991943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 255612 members 
Entering Unmasked Estep 
Score: -29919422.000000 Penalty: 6178.128906
	Iteration 57Q: 3 clusters Score -2.991942e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 255638 members 
Entering Unmasked Estep 
Score: -29919448.000000 Penalty: 6178.128906
	Iteration 58Q: 3 clusters Score -2.991945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 255657 members 
Entering Unmasked Estep 
Score: -29919436.000000 Penalty: 6178.128906
	Iteration 59Q: 3 clusters Score -2.991944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 255672 members 
Entering Unmasked Estep 
Score: -29919458.000000 Penalty: 6178.128906
	Iteration 60F: 3 clusters Score -2.991946e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 255688 members 
Entering Unmasked Estep 
Score: -29919474.000000 Penalty: 6178.128906
	Iteration 61Q: 3 clusters Score -2.991947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 255698 members 
Entering Unmasked Estep 
Score: -29919462.000000 Penalty: 6178.128906
	Iteration 62Q: 3 clusters Score -2.991946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 255711 members 
Entering Unmasked Estep 
Score: -29919460.000000 Penalty: 6178.128906
	Iteration 63Q: 3 clusters Score -2.991946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 255721 members 
Entering Unmasked Estep 
Score: -29919482.000000 Penalty: 6178.128906
	Iteration 64Q: 3 clusters Score -2.991948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 255734 members 
Entering Unmasked Estep 
Score: -29919486.000000 Penalty: 6178.128906
	Iteration 65Q: 3 clusters Score -2.991949e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 255747 members 
Entering Unmasked Estep 
Score: -29919504.000000 Penalty: 6178.128906
	Iteration 66Q: 3 clusters Score -2.99195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 255754 members 
Entering Unmasked Estep 
Score: -29919486.000000 Penalty: 6178.128906
	Iteration 67Q: 3 clusters Score -2.991949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 255763 members 
Entering Unmasked Estep 
Score: -29919498.000000 Penalty: 6178.128906
	Iteration 68Q: 3 clusters Score -2.99195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 255771 members 
Entering Unmasked Estep 
Score: -29919510.000000 Penalty: 6178.128906
	Iteration 69Q: 3 clusters Score -2.991951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 255776 members 
Entering Unmasked Estep 
Score: -29919508.000000 Penalty: 6178.128906
	Iteration 70Q: 3 clusters Score -2.991951e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 255783 members 
Entering Unmasked Estep 
Score: -29919502.000000 Penalty: 6178.128906
	Iteration 71Q: 3 clusters Score -2.99195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 255790 members 
Entering Unmasked Estep 
Score: -29919506.000000 Penalty: 6178.128906
	Iteration 72Q: 3 clusters Score -2.991951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 255798 members 
Entering Unmasked Estep 
Score: -29919530.000000 Penalty: 6178.128906
	Iteration 73Q: 3 clusters Score -2.991953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 255809 members 
Entering Unmasked Estep 
Score: -29919536.000000 Penalty: 6178.128906
	Iteration 74Q: 3 clusters Score -2.991954e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 255815 members 
Entering Unmasked Estep 
Score: -29919542.000000 Penalty: 6178.128906
	Iteration 75Q: 3 clusters Score -2.991954e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 255825 members 
Entering Unmasked Estep 
Score: -29919558.000000 Penalty: 6178.128906
	Iteration 76Q: 3 clusters Score -2.991956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 255834 members 
Entering Unmasked Estep 
Score: -29919564.000000 Penalty: 6178.128906
	Iteration 77Q: 3 clusters Score -2.991956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 255842 members 
Entering Unmasked Estep 
Score: -29919584.000000 Penalty: 6178.128906
	Iteration 78Q: 3 clusters Score -2.991958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 255846 members 
Entering Unmasked Estep 
Score: -29919584.000000 Penalty: 6178.128906
	Iteration 79Q: 3 clusters Score -2.991958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 255850 members 
Entering Unmasked Estep 
Score: -29919606.000000 Penalty: 6178.128906
	Iteration 80F: 3 clusters Score -2.991961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 255852 members 
Entering Unmasked Estep 
Score: -29919588.000000 Penalty: 6178.128906
	Iteration 81Q: 3 clusters Score -2.991959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 255854 members 
Entering Unmasked Estep 
Score: -29919610.000000 Penalty: 6178.128906
	Iteration 82Q: 3 clusters Score -2.991961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 255855 members 
Entering Unmasked Estep 
Score: -29919592.000000 Penalty: 6178.128906
	Iteration 83Q: 3 clusters Score -2.991959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 255854 members 
Entering Unmasked Estep 
Score: -29919604.000000 Penalty: 6178.128906
	Iteration 84Q: 3 clusters Score -2.99196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 255854 members 
Entering Unmasked Estep 
Score: -29919604.000000 Penalty: 6178.128906
	Iteration 85F: 3 clusters Score -2.99196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (89476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89476 members 
Entering Unmasked Estep 
Score: -10436791.000000 Penalty: 2827.627930
	Iteration 0F: 2 clusters Score -1.043679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -10376761.000000 Penalty: 5655.255859
	Iteration 0F: 3 clusters Score -1.037676e+07 nChanged 42393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -10400744.000000 Penalty: 5655.255859
	Iteration 1F: 3 clusters Score -1.040074e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -10401605.000000 Penalty: 5655.255859
	Iteration 2Q: 3 clusters Score -1.04016e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -10402668.000000 Penalty: 5655.255859
	Iteration 3Q: 3 clusters Score -1.040267e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -10403990.000000 Penalty: 5655.255859
	Iteration 4Q: 3 clusters Score -1.040399e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -10405514.000000 Penalty: 5655.255859
	Iteration 5Q: 3 clusters Score -1.040551e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -10407539.000000 Penalty: 5655.255859
	Iteration 6Q: 3 clusters Score -1.040754e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -10410057.000000 Penalty: 5655.255859
	Iteration 7F: 3 clusters Score -1.041006e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -10413025.000000 Penalty: 5655.255859
	Iteration 8F: 3 clusters Score -1.041302e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -10416359.000000 Penalty: 5655.255859
	Iteration 9F: 3 clusters Score -1.041636e+07 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -10419871.000000 Penalty: 5655.255859
	Iteration 10F: 3 clusters Score -1.041987e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -10423610.000000 Penalty: 5655.255859
	Iteration 11F: 3 clusters Score -1.042361e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -10427035.000000 Penalty: 5655.255859
	Iteration 12F: 3 clusters Score -1.042704e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -10429727.000000 Penalty: 5655.255859
	Iteration 13Q: 3 clusters Score -1.042973e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -10431681.000000 Penalty: 5655.255859
	Iteration 14Q: 3 clusters Score -1.043168e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -10432961.000000 Penalty: 5655.255859
	Iteration 15Q: 3 clusters Score -1.043296e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -10433666.000000 Penalty: 5655.255859
	Iteration 16Q: 3 clusters Score -1.043367e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -10434077.000000 Penalty: 5655.255859
	Iteration 17Q: 3 clusters Score -1.043408e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 87179 members 
Entering Unmasked Estep 
Score: -10434336.000000 Penalty: 5655.255859
	Iteration 18Q: 3 clusters Score -1.043434e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -10434504.000000 Penalty: 5655.255859
	Iteration 19Q: 3 clusters Score -1.04345e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -10434596.000000 Penalty: 5655.255859
	Iteration 20F: 3 clusters Score -1.04346e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 87804 members 
Entering Unmasked Estep 
Score: -10434673.000000 Penalty: 5655.255859
	Iteration 21Q: 3 clusters Score -1.043467e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -10434723.000000 Penalty: 5655.255859
	Iteration 22Q: 3 clusters Score -1.043472e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -10434769.000000 Penalty: 5655.255859
	Iteration 23Q: 3 clusters Score -1.043477e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -10434791.000000 Penalty: 5655.255859
	Iteration 24Q: 3 clusters Score -1.043479e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -10434806.000000 Penalty: 5655.255859
	Iteration 25Q: 3 clusters Score -1.043481e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -10434833.000000 Penalty: 5655.255859
	Iteration 26Q: 3 clusters Score -1.043483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -10434837.000000 Penalty: 5655.255859
	Iteration 27Q: 3 clusters Score -1.043484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -10434841.000000 Penalty: 5655.255859
	Iteration 28Q: 3 clusters Score -1.043484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -10434844.000000 Penalty: 5655.255859
	Iteration 29Q: 3 clusters Score -1.043484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -10434847.000000 Penalty: 5655.255859
	Iteration 30Q: 3 clusters Score -1.043485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -10434847.000000 Penalty: 5655.255859
	Iteration 31Q: 3 clusters Score -1.043485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -10434859.000000 Penalty: 5655.255859
	Iteration 32Q: 3 clusters Score -1.043486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 88184 members 
Entering Unmasked Estep 
Score: -10434860.000000 Penalty: 5655.255859
	Iteration 33Q: 3 clusters Score -1.043486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -10434856.000000 Penalty: 5655.255859
	Iteration 34Q: 3 clusters Score -1.043486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 88198 members 
Entering Unmasked Estep 
Score: -10434857.000000 Penalty: 5655.255859
	Iteration 35Q: 3 clusters Score -1.043486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -10434860.000000 Penalty: 5655.255859
	Iteration 36Q: 3 clusters Score -1.043486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 88205 members 
Entering Unmasked Estep 
Score: -10434860.000000 Penalty: 5655.255859
	Iteration 37Q: 3 clusters Score -1.043486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -10434857.000000 Penalty: 5655.255859
	Iteration 38Q: 3 clusters Score -1.043486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -10434856.000000 Penalty: 5655.255859
	Iteration 39Q: 3 clusters Score -1.043486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -10434859.000000 Penalty: 5655.255859
	Iteration 40F: 3 clusters Score -1.043486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -10434858.000000 Penalty: 5655.255859
	Iteration 41Q: 3 clusters Score -1.043486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -10434859.000000 Penalty: 5655.255859
	Iteration 42Q: 3 clusters Score -1.043486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -10434862.000000 Penalty: 5655.255859
	Iteration 43Q: 3 clusters Score -1.043486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -10434862.000000 Penalty: 5655.255859
	Iteration 44Q: 3 clusters Score -1.043486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 88224 members 
Entering Unmasked Estep 
Score: -10434864.000000 Penalty: 5655.255859
	Iteration 45Q: 3 clusters Score -1.043486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10434865.000000 Penalty: 5655.255859
	Iteration 46Q: 3 clusters Score -1.043486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10434866.000000 Penalty: 5655.255859
	Iteration 47Q: 3 clusters Score -1.043487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10434869.000000 Penalty: 5655.255859
	Iteration 48Q: 3 clusters Score -1.043487e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10434869.000000 Penalty: 5655.255859
	Iteration 49F: 3 clusters Score -1.043487e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Entering Unmasked Estep 
Score: -2195558.000000 Penalty: 2438.267334
	Iteration 0F: 2 clusters Score -2195558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2182450.750000 Penalty: 4876.534668
	Iteration 0F: 3 clusters Score -2182451 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2186887.750000 Penalty: 4876.534668
	Iteration 1F: 3 clusters Score -2186888 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2187550.500000 Penalty: 4876.534668
	Iteration 2F: 3 clusters Score -2187550 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2188330.500000 Penalty: 4876.534668
	Iteration 3F: 3 clusters Score -2188330 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2189315.750000 Penalty: 4876.534668
	Iteration 4F: 3 clusters Score -2189316 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2190423.500000 Penalty: 4876.534668
	Iteration 5F: 3 clusters Score -2190424 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2191357.250000 Penalty: 4876.534668
	Iteration 6F: 3 clusters Score -2191357 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2192018.750000 Penalty: 4876.534668
	Iteration 7F: 3 clusters Score -2192019 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2192505.500000 Penalty: 4876.534668
	Iteration 8Q: 3 clusters Score -2192506 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2192838.750000 Penalty: 4876.534668
	Iteration 9Q: 3 clusters Score -2192839 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2193107.000000 Penalty: 4876.534668
	Iteration 10Q: 3 clusters Score -2193107 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2193274.250000 Penalty: 4876.534668
	Iteration 11Q: 3 clusters Score -2193274 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2193386.500000 Penalty: 4876.534668
	Iteration 12Q: 3 clusters Score -2193386 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2193478.000000 Penalty: 4876.534668
	Iteration 13Q: 3 clusters Score -2193478 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2193537.250000 Penalty: 4876.534668
	Iteration 14Q: 3 clusters Score -2193537 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2193570.250000 Penalty: 4876.534668
	Iteration 15Q: 3 clusters Score -2193570 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2193604.250000 Penalty: 4876.534668
	Iteration 16Q: 3 clusters Score -2193604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2193630.750000 Penalty: 4876.534668
	Iteration 17Q: 3 clusters Score -2193631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2193637.500000 Penalty: 4876.534668
	Iteration 18Q: 3 clusters Score -2193638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2193663.750000 Penalty: 4876.534668
	Iteration 19Q: 3 clusters Score -2193664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2193690.750000 Penalty: 4876.534668
	Iteration 20F: 3 clusters Score -2193691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2193708.000000 Penalty: 4876.534668
	Iteration 21Q: 3 clusters Score -2193708 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2193736.250000 Penalty: 4876.534668
	Iteration 22Q: 3 clusters Score -2193736 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2193759.750000 Penalty: 4876.534668
	Iteration 23Q: 3 clusters Score -2193760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2193775.000000 Penalty: 4876.534668
	Iteration 24Q: 3 clusters Score -2193775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2193792.500000 Penalty: 4876.534668
	Iteration 25Q: 3 clusters Score -2193792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2193795.000000 Penalty: 4876.534668
	Iteration 26Q: 3 clusters Score -2193795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2193817.750000 Penalty: 4876.534668
	Iteration 27Q: 3 clusters Score -2193818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2193836.250000 Penalty: 4876.534668
	Iteration 28Q: 3 clusters Score -2193836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2193849.250000 Penalty: 4876.534668
	Iteration 29Q: 3 clusters Score -2193849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2193855.750000 Penalty: 4876.534668
	Iteration 30Q: 3 clusters Score -2193856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2193861.000000 Penalty: 4876.534668
	Iteration 31Q: 3 clusters Score -2193861 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2193870.500000 Penalty: 4876.534668
	Iteration 32Q: 3 clusters Score -2193870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2193878.500000 Penalty: 4876.534668
	Iteration 33Q: 3 clusters Score -2193878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2193884.000000 Penalty: 4876.534668
	Iteration 34Q: 3 clusters Score -2193884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2193889.500000 Penalty: 4876.534668
	Iteration 35Q: 3 clusters Score -2193890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2193895.750000 Penalty: 4876.534668
	Iteration 36Q: 3 clusters Score -2193896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2193895.000000 Penalty: 4876.534668
	Iteration 37Q: 3 clusters Score -2193895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2193903.000000 Penalty: 4876.534668
	Iteration 38Q: 3 clusters Score -2193903 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2193913.000000 Penalty: 4876.534668
	Iteration 39Q: 3 clusters Score -2193913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2193916.750000 Penalty: 4876.534668
	Iteration 40F: 3 clusters Score -2193917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2193930.500000 Penalty: 4876.534668
	Iteration 41Q: 3 clusters Score -2193930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2193947.250000 Penalty: 4876.534668
	Iteration 42Q: 3 clusters Score -2193947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2193957.750000 Penalty: 4876.534668
	Iteration 43Q: 3 clusters Score -2193958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2193974.000000 Penalty: 4876.534668
	Iteration 44Q: 3 clusters Score -2193974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2193987.000000 Penalty: 4876.534668
	Iteration 45Q: 3 clusters Score -2193987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2194003.750000 Penalty: 4876.534668
	Iteration 46Q: 3 clusters Score -2194004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2194017.000000 Penalty: 4876.534668
	Iteration 47Q: 3 clusters Score -2194017 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2194034.000000 Penalty: 4876.534668
	Iteration 48Q: 3 clusters Score -2194034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2194039.500000 Penalty: 4876.534668
	Iteration 49Q: 3 clusters Score -2194040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2194048.750000 Penalty: 4876.534668
	Iteration 50Q: 3 clusters Score -2194049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2194060.500000 Penalty: 4876.534668
	Iteration 51Q: 3 clusters Score -2194060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2194064.000000 Penalty: 4876.534668
	Iteration 52Q: 3 clusters Score -2194064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2194063.750000 Penalty: 4876.534668
	Iteration 53Q: 3 clusters Score -2194064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2194069.250000 Penalty: 4876.534668
	Iteration 54Q: 3 clusters Score -2194069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2194070.250000 Penalty: 4876.534668
	Iteration 55Q: 3 clusters Score -2194070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2194072.750000 Penalty: 4876.534668
	Iteration 56Q: 3 clusters Score -2194073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2194073.500000 Penalty: 4876.534668
	Iteration 57Q: 3 clusters Score -2194074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2194072.250000 Penalty: 4876.534668
	Iteration 58Q: 3 clusters Score -2194072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2194073.250000 Penalty: 4876.534668
	Iteration 59Q: 3 clusters Score -2194073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2194070.750000 Penalty: 4876.534668
	Iteration 60F: 3 clusters Score -2194071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2194078.250000 Penalty: 4876.534668
	Iteration 61Q: 3 clusters Score -2194078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2194070.750000 Penalty: 4876.534668
	Iteration 62Q: 3 clusters Score -2194071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2194076.000000 Penalty: 4876.534668
	Iteration 63Q: 3 clusters Score -2194076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2194080.000000 Penalty: 4876.534668
	Iteration 64Q: 3 clusters Score -2194080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2194080.250000 Penalty: 4876.534668
	Iteration 65Q: 3 clusters Score -2194080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2194084.750000 Penalty: 4876.534668
	Iteration 66Q: 3 clusters Score -2194085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2194087.500000 Penalty: 4876.534668
	Iteration 67Q: 3 clusters Score -2194088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2194085.750000 Penalty: 4876.534668
	Iteration 68Q: 3 clusters Score -2194086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2194087.500000 Penalty: 4876.534668
	Iteration 69Q: 3 clusters Score -2194088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2194084.750000 Penalty: 4876.534668
	Iteration 70Q: 3 clusters Score -2194085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2194085.500000 Penalty: 4876.534668
	Iteration 71Q: 3 clusters Score -2194086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2194084.500000 Penalty: 4876.534668
	Iteration 72Q: 3 clusters Score -2194084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2194084.750000 Penalty: 4876.534668
	Iteration 73Q: 3 clusters Score -2194085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2194086.750000 Penalty: 4876.534668
	Iteration 74Q: 3 clusters Score -2194087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2194087.250000 Penalty: 4876.534668
	Iteration 75Q: 3 clusters Score -2194087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2194087.250000 Penalty: 4876.534668
	Iteration 76F: 3 clusters Score -2194087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41637.964844 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -41637.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40274.070312 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -40274.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40483.175781 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -40483.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40670.675781 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -40670.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40759.253906 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -40759.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40786.000000 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -40786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40795.765625 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -40795.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40798.101562 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -40798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40799.929688 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -40799.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40802.574219 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -40802.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40805.890625 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -40805.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40809.289062 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -40809.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40814.500000 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -40814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40818.910156 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -40818.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40823.937500 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -40823.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40829.183594 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -40829.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40855.457031 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -40855.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40855.457031 Penalty: 3021.289795
	Iteration 16F: 3 clusters Score -40855.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Entering Unmasked Estep 
Score: -4218634.500000 Penalty: 2602.688721
	Iteration 0F: 2 clusters Score -4218634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4194162.500000 Penalty: 5205.377441
	Iteration 0F: 3 clusters Score -4194162 nChanged 16386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4203465.000000 Penalty: 5205.377441
	Iteration 1F: 3 clusters Score -4203465 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4204347.500000 Penalty: 5205.377441
	Iteration 2F: 3 clusters Score -4204348 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4205617.000000 Penalty: 5205.377441
	Iteration 3F: 3 clusters Score -4205617 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -4207210.500000 Penalty: 5205.377441
	Iteration 4F: 3 clusters Score -4207210 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4208842.000000 Penalty: 5205.377441
	Iteration 5F: 3 clusters Score -4208842 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4210372.500000 Penalty: 5205.377441
	Iteration 6F: 3 clusters Score -4210372 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4211763.500000 Penalty: 5205.377441
	Iteration 7F: 3 clusters Score -4211764 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4212907.500000 Penalty: 5205.377441
	Iteration 8F: 3 clusters Score -4212908 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -4213815.500000 Penalty: 5205.377441
	Iteration 9Q: 3 clusters Score -4213816 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4214538.000000 Penalty: 5205.377441
	Iteration 10Q: 3 clusters Score -4214538 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4215140.000000 Penalty: 5205.377441
	Iteration 11Q: 3 clusters Score -4215140 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -4215564.000000 Penalty: 5205.377441
	Iteration 12Q: 3 clusters Score -4215564 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -4215865.000000 Penalty: 5205.377441
	Iteration 13Q: 3 clusters Score -4215865 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4216054.000000 Penalty: 5205.377441
	Iteration 14Q: 3 clusters Score -4216054 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -4216168.500000 Penalty: 5205.377441
	Iteration 15Q: 3 clusters Score -4216168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -4216273.500000 Penalty: 5205.377441
	Iteration 16Q: 3 clusters Score -4216274 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4216323.500000 Penalty: 5205.377441
	Iteration 17Q: 3 clusters Score -4216324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -4216376.000000 Penalty: 5205.377441
	Iteration 18Q: 3 clusters Score -4216376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -4216416.000000 Penalty: 5205.377441
	Iteration 19Q: 3 clusters Score -4216416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4216446.000000 Penalty: 5205.377441
	Iteration 20F: 3 clusters Score -4216446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4216454.500000 Penalty: 5205.377441
	Iteration 21Q: 3 clusters Score -4216454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -4216468.000000 Penalty: 5205.377441
	Iteration 22Q: 3 clusters Score -4216468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4216484.000000 Penalty: 5205.377441
	Iteration 23Q: 3 clusters Score -4216484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -4216488.000000 Penalty: 5205.377441
	Iteration 24Q: 3 clusters Score -4216488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4216492.500000 Penalty: 5205.377441
	Iteration 25Q: 3 clusters Score -4216492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4216492.500000 Penalty: 5205.377441
	Iteration 26Q: 3 clusters Score -4216492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -4216503.000000 Penalty: 5205.377441
	Iteration 27Q: 3 clusters Score -4216503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4216507.000000 Penalty: 5205.377441
	Iteration 28Q: 3 clusters Score -4216507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4216512.500000 Penalty: 5205.377441
	Iteration 29Q: 3 clusters Score -4216512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4216516.000000 Penalty: 5205.377441
	Iteration 30Q: 3 clusters Score -4216516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -4216516.500000 Penalty: 5205.377441
	Iteration 31Q: 3 clusters Score -4216516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -4216522.500000 Penalty: 5205.377441
	Iteration 32Q: 3 clusters Score -4216522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4216520.500000 Penalty: 5205.377441
	Iteration 33Q: 3 clusters Score -4216520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4216518.500000 Penalty: 5205.377441
	Iteration 34Q: 3 clusters Score -4216518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4216517.500000 Penalty: 5205.377441
	Iteration 35Q: 3 clusters Score -4216518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4216515.000000 Penalty: 5205.377441
	Iteration 36Q: 3 clusters Score -4216515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4216517.500000 Penalty: 5205.377441
	Iteration 37Q: 3 clusters Score -4216518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4216517.500000 Penalty: 5205.377441
	Iteration 38F: 3 clusters Score -4216518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -820625.625000 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -820625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -814592.812500 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -814592.8 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -816399.062500 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -816399.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -816801.125000 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -816801.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -817247.812500 Penalty: 4422.720215
	Iteration 3F: 3 clusters Score -817247.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -817710.250000 Penalty: 4422.720215
	Iteration 4F: 3 clusters Score -817710.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -818244.500000 Penalty: 4422.720215
	Iteration 5F: 3 clusters Score -818244.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -818753.187500 Penalty: 4422.720215
	Iteration 6F: 3 clusters Score -818753.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -819085.625000 Penalty: 4422.720215
	Iteration 7F: 3 clusters Score -819085.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -819269.437500 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -819269.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -819399.687500 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -819399.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -819490.625000 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -819490.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -819551.500000 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -819551.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -819595.812500 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -819595.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -819628.000000 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -819628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -819645.937500 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -819645.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -819657.000000 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -819657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -819665.875000 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -819665.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -819673.687500 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -819673.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -819678.437500 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -819678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -819681.750000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -819681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -819682.812500 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -819682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -819684.500000 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -819684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -819684.062500 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -819684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -819685.437500 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -819685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -819685.000000 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -819685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -819685.375000 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -819685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -819684.250000 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -819684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -819686.312500 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -819686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -819686.312500 Penalty: 4422.720215
	Iteration 28F: 3 clusters Score -819686.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -1117990.750000 Penalty: 2292.000000
	Iteration 0F: 2 clusters Score -1117991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1110100.875000 Penalty: 4584.000000
	Iteration 0F: 3 clusters Score -1110101 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1112544.875000 Penalty: 4584.000000
	Iteration 1F: 3 clusters Score -1112545 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1113051.250000 Penalty: 4584.000000
	Iteration 2F: 3 clusters Score -1113051 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1113397.125000 Penalty: 4584.000000
	Iteration 3F: 3 clusters Score -1113397 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1113657.000000 Penalty: 4584.000000
	Iteration 4Q: 3 clusters Score -1113657 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1113907.500000 Penalty: 4584.000000
	Iteration 5Q: 3 clusters Score -1113908 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1114130.375000 Penalty: 4584.000000
	Iteration 6Q: 3 clusters Score -1114130 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1114350.875000 Penalty: 4584.000000
	Iteration 7Q: 3 clusters Score -1114351 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1114554.250000 Penalty: 4584.000000
	Iteration 8Q: 3 clusters Score -1114554 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1114727.875000 Penalty: 4584.000000
	Iteration 9Q: 3 clusters Score -1114728 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1114889.250000 Penalty: 4584.000000
	Iteration 10Q: 3 clusters Score -1114889 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1115023.875000 Penalty: 4584.000000
	Iteration 11Q: 3 clusters Score -1115024 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1115156.750000 Penalty: 4584.000000
	Iteration 12Q: 3 clusters Score -1115157 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1115259.250000 Penalty: 4584.000000
	Iteration 13Q: 3 clusters Score -1115259 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1115335.375000 Penalty: 4584.000000
	Iteration 14Q: 3 clusters Score -1115335 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1115401.875000 Penalty: 4584.000000
	Iteration 15Q: 3 clusters Score -1115402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1115451.750000 Penalty: 4584.000000
	Iteration 16Q: 3 clusters Score -1115452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1115489.500000 Penalty: 4584.000000
	Iteration 17Q: 3 clusters Score -1115490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1115515.375000 Penalty: 4584.000000
	Iteration 18Q: 3 clusters Score -1115515 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1115540.375000 Penalty: 4584.000000
	Iteration 19Q: 3 clusters Score -1115540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1115559.625000 Penalty: 4584.000000
	Iteration 20F: 3 clusters Score -1115560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1115572.625000 Penalty: 4584.000000
	Iteration 21Q: 3 clusters Score -1115573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1115583.375000 Penalty: 4584.000000
	Iteration 22Q: 3 clusters Score -1115583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1115591.625000 Penalty: 4584.000000
	Iteration 23Q: 3 clusters Score -1115592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1115600.375000 Penalty: 4584.000000
	Iteration 24Q: 3 clusters Score -1115600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1115613.000000 Penalty: 4584.000000
	Iteration 25Q: 3 clusters Score -1115613 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1115622.375000 Penalty: 4584.000000
	Iteration 26Q: 3 clusters Score -1115622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1115637.125000 Penalty: 4584.000000
	Iteration 27Q: 3 clusters Score -1115637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1115645.000000 Penalty: 4584.000000
	Iteration 28Q: 3 clusters Score -1115645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1115657.125000 Penalty: 4584.000000
	Iteration 29Q: 3 clusters Score -1115657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1115669.000000 Penalty: 4584.000000
	Iteration 30Q: 3 clusters Score -1115669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1115680.125000 Penalty: 4584.000000
	Iteration 31Q: 3 clusters Score -1115680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1115699.125000 Penalty: 4584.000000
	Iteration 32Q: 3 clusters Score -1115699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1115704.625000 Penalty: 4584.000000
	Iteration 33Q: 3 clusters Score -1115705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1115718.875000 Penalty: 4584.000000
	Iteration 34Q: 3 clusters Score -1115719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1115731.875000 Penalty: 4584.000000
	Iteration 35Q: 3 clusters Score -1115732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1115741.000000 Penalty: 4584.000000
	Iteration 36Q: 3 clusters Score -1115741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1115758.000000 Penalty: 4584.000000
	Iteration 37Q: 3 clusters Score -1115758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1115768.750000 Penalty: 4584.000000
	Iteration 38Q: 3 clusters Score -1115769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1115782.000000 Penalty: 4584.000000
	Iteration 39Q: 3 clusters Score -1115782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1115793.125000 Penalty: 4584.000000
	Iteration 40F: 3 clusters Score -1115793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1115800.125000 Penalty: 4584.000000
	Iteration 41Q: 3 clusters Score -1115800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1115807.500000 Penalty: 4584.000000
	Iteration 42Q: 3 clusters Score -1115808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1115809.375000 Penalty: 4584.000000
	Iteration 43Q: 3 clusters Score -1115809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1115816.875000 Penalty: 4584.000000
	Iteration 44Q: 3 clusters Score -1115817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1115816.125000 Penalty: 4584.000000
	Iteration 45Q: 3 clusters Score -1115816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1115817.875000 Penalty: 4584.000000
	Iteration 46Q: 3 clusters Score -1115818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1115819.625000 Penalty: 4584.000000
	Iteration 47Q: 3 clusters Score -1115820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1115824.500000 Penalty: 4584.000000
	Iteration 48Q: 3 clusters Score -1115824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1115826.250000 Penalty: 4584.000000
	Iteration 49Q: 3 clusters Score -1115826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1115827.500000 Penalty: 4584.000000
	Iteration 50Q: 3 clusters Score -1115828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1115833.750000 Penalty: 4584.000000
	Iteration 51Q: 3 clusters Score -1115834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1115830.875000 Penalty: 4584.000000
	Iteration 52Q: 3 clusters Score -1115831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1115834.375000 Penalty: 4584.000000
	Iteration 53Q: 3 clusters Score -1115834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1115836.750000 Penalty: 4584.000000
	Iteration 54Q: 3 clusters Score -1115837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1115838.875000 Penalty: 4584.000000
	Iteration 55Q: 3 clusters Score -1115839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1115841.750000 Penalty: 4584.000000
	Iteration 56Q: 3 clusters Score -1115842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1115841.250000 Penalty: 4584.000000
	Iteration 57Q: 3 clusters Score -1115841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1115843.875000 Penalty: 4584.000000
	Iteration 58Q: 3 clusters Score -1115844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1115843.500000 Penalty: 4584.000000
	Iteration 59Q: 3 clusters Score -1115844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1115845.250000 Penalty: 4584.000000
	Iteration 60F: 3 clusters Score -1115845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1115846.875000 Penalty: 4584.000000
	Iteration 61Q: 3 clusters Score -1115847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1115847.625000 Penalty: 4584.000000
	Iteration 62Q: 3 clusters Score -1115848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1115851.125000 Penalty: 4584.000000
	Iteration 63Q: 3 clusters Score -1115851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1115852.500000 Penalty: 4584.000000
	Iteration 64Q: 3 clusters Score -1115852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1115856.250000 Penalty: 4584.000000
	Iteration 65Q: 3 clusters Score -1115856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1115857.875000 Penalty: 4584.000000
	Iteration 66Q: 3 clusters Score -1115858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1115860.000000 Penalty: 4584.000000
	Iteration 67Q: 3 clusters Score -1115860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1115861.750000 Penalty: 4584.000000
	Iteration 68Q: 3 clusters Score -1115862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1115868.750000 Penalty: 4584.000000
	Iteration 69Q: 3 clusters Score -1115869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1115869.000000 Penalty: 4584.000000
	Iteration 70Q: 3 clusters Score -1115869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1115872.375000 Penalty: 4584.000000
	Iteration 71Q: 3 clusters Score -1115872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1115875.000000 Penalty: 4584.000000
	Iteration 72Q: 3 clusters Score -1115875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1115880.125000 Penalty: 4584.000000
	Iteration 73Q: 3 clusters Score -1115880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1115881.375000 Penalty: 4584.000000
	Iteration 74Q: 3 clusters Score -1115881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1115885.875000 Penalty: 4584.000000
	Iteration 75Q: 3 clusters Score -1115886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1115885.625000 Penalty: 4584.000000
	Iteration 76Q: 3 clusters Score -1115886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1115888.375000 Penalty: 4584.000000
	Iteration 77Q: 3 clusters Score -1115888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1115893.000000 Penalty: 4584.000000
	Iteration 78Q: 3 clusters Score -1115893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1115893.000000 Penalty: 4584.000000
	Iteration 79Q: 3 clusters Score -1115893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1115895.125000 Penalty: 4584.000000
	Iteration 80F: 3 clusters Score -1115895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1115900.875000 Penalty: 4584.000000
	Iteration 81Q: 3 clusters Score -1115901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1115902.000000 Penalty: 4584.000000
	Iteration 82Q: 3 clusters Score -1115902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1115903.375000 Penalty: 4584.000000
	Iteration 83Q: 3 clusters Score -1115903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1115908.375000 Penalty: 4584.000000
	Iteration 84Q: 3 clusters Score -1115908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1115914.750000 Penalty: 4584.000000
	Iteration 85Q: 3 clusters Score -1115915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1115919.000000 Penalty: 4584.000000
	Iteration 86Q: 3 clusters Score -1115919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1115925.125000 Penalty: 4584.000000
	Iteration 87Q: 3 clusters Score -1115925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1115932.375000 Penalty: 4584.000000
	Iteration 88Q: 3 clusters Score -1115932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1115937.250000 Penalty: 4584.000000
	Iteration 89Q: 3 clusters Score -1115937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1115942.625000 Penalty: 4584.000000
	Iteration 90Q: 3 clusters Score -1115943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1115949.125000 Penalty: 4584.000000
	Iteration 91Q: 3 clusters Score -1115949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1115957.125000 Penalty: 4584.000000
	Iteration 92Q: 3 clusters Score -1115957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1115965.750000 Penalty: 4584.000000
	Iteration 93Q: 3 clusters Score -1115966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1115977.875000 Penalty: 4584.000000
	Iteration 94Q: 3 clusters Score -1115978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1115987.250000 Penalty: 4584.000000
	Iteration 95Q: 3 clusters Score -1115987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1115996.500000 Penalty: 4584.000000
	Iteration 96Q: 3 clusters Score -1115996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1116007.875000 Penalty: 4584.000000
	Iteration 97Q: 3 clusters Score -1116008 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1116018.250000 Penalty: 4584.000000
	Iteration 98Q: 3 clusters Score -1116018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1116034.625000 Penalty: 4584.000000
	Iteration 99Q: 3 clusters Score -1116035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1116050.875000 Penalty: 4584.000000
	Iteration 100F: 3 clusters Score -1116051 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1116068.750000 Penalty: 4584.000000
	Iteration 101Q: 3 clusters Score -1116069 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1116096.000000 Penalty: 4584.000000
	Iteration 102Q: 3 clusters Score -1116096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1116121.125000 Penalty: 4584.000000
	Iteration 103Q: 3 clusters Score -1116121 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1116153.375000 Penalty: 4584.000000
	Iteration 104Q: 3 clusters Score -1116153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1116183.500000 Penalty: 4584.000000
	Iteration 105Q: 3 clusters Score -1116184 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1116215.500000 Penalty: 4584.000000
	Iteration 106Q: 3 clusters Score -1116216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1116251.375000 Penalty: 4584.000000
	Iteration 107Q: 3 clusters Score -1116251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1116296.125000 Penalty: 4584.000000
	Iteration 108Q: 3 clusters Score -1116296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1116337.250000 Penalty: 4584.000000
	Iteration 109Q: 3 clusters Score -1116337 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1116380.250000 Penalty: 4584.000000
	Iteration 110Q: 3 clusters Score -1116380 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1116428.500000 Penalty: 4584.000000
	Iteration 111Q: 3 clusters Score -1116428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1116492.125000 Penalty: 4584.000000
	Iteration 112Q: 3 clusters Score -1116492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1116561.125000 Penalty: 4584.000000
	Iteration 113Q: 3 clusters Score -1116561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1116621.875000 Penalty: 4584.000000
	Iteration 114Q: 3 clusters Score -1116622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1116681.500000 Penalty: 4584.000000
	Iteration 115Q: 3 clusters Score -1116682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1116754.375000 Penalty: 4584.000000
	Iteration 116Q: 3 clusters Score -1116754 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1116817.000000 Penalty: 4584.000000
	Iteration 117Q: 3 clusters Score -1116817 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1116878.750000 Penalty: 4584.000000
	Iteration 118Q: 3 clusters Score -1116879 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1116946.875000 Penalty: 4584.000000
	Iteration 119Q: 3 clusters Score -1116947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1117023.875000 Penalty: 4584.000000
	Iteration 120F: 3 clusters Score -1117024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1117162.750000 Penalty: 4584.000000
	Iteration 121Q: 3 clusters Score -1117163 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1117251.625000 Penalty: 4584.000000
	Iteration 122Q: 3 clusters Score -1117252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1117325.500000 Penalty: 4584.000000
	Iteration 123Q: 3 clusters Score -1117326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1117376.625000 Penalty: 4584.000000
	Iteration 124Q: 3 clusters Score -1117377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1117438.250000 Penalty: 4584.000000
	Iteration 125Q: 3 clusters Score -1117438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1117468.875000 Penalty: 4584.000000
	Iteration 126Q: 3 clusters Score -1117469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1117485.375000 Penalty: 4584.000000
	Iteration 127Q: 3 clusters Score -1117485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1117492.000000 Penalty: 4584.000000
	Iteration 128Q: 3 clusters Score -1117492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1117493.250000 Penalty: 4584.000000
	Iteration 129Q: 3 clusters Score -1117493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1117499.750000 Penalty: 4584.000000
	Iteration 130Q: 3 clusters Score -1117500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1117498.750000 Penalty: 4584.000000
	Iteration 131Q: 3 clusters Score -1117499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1117501.250000 Penalty: 4584.000000
	Iteration 132Q: 3 clusters Score -1117501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1117504.625000 Penalty: 4584.000000
	Iteration 133Q: 3 clusters Score -1117505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1117504.625000 Penalty: 4584.000000
	Iteration 134F: 3 clusters Score -1117505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (129022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129022 members 
Entering Unmasked Estep 
Score: -14786500.000000 Penalty: 2918.399170
	Iteration 0F: 2 clusters Score -1.47865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 64575 members 
Entering Unmasked Estep 
Score: -14700510.000000 Penalty: 5836.798340
	Iteration 0F: 3 clusters Score -1.470051e+07 nChanged 61318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64429 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -14735525.000000 Penalty: 5836.798340
	Iteration 1F: 3 clusters Score -1.473552e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 64450 members 
Entering Unmasked Estep 
Score: -14736053.000000 Penalty: 5836.798340
	Iteration 2Q: 3 clusters Score -1.473605e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -14736685.000000 Penalty: 5836.798340
	Iteration 3Q: 3 clusters Score -1.473668e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65183 members 
Mstep: Class 2 contains 63839 members 
Entering Unmasked Estep 
Score: -14737478.000000 Penalty: 5836.798340
	Iteration 4Q: 3 clusters Score -1.473748e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -14738177.000000 Penalty: 5836.798340
	Iteration 5Q: 3 clusters Score -1.473818e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -14739051.000000 Penalty: 5836.798340
	Iteration 6Q: 3 clusters Score -1.473905e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67252 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -14739890.000000 Penalty: 5836.798340
	Iteration 7Q: 3 clusters Score -1.473989e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -14740963.000000 Penalty: 5836.798340
	Iteration 8Q: 3 clusters Score -1.474096e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69935 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -14742162.000000 Penalty: 5836.798340
	Iteration 9Q: 3 clusters Score -1.474216e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -14743367.000000 Penalty: 5836.798340
	Iteration 10Q: 3 clusters Score -1.474337e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -14744915.000000 Penalty: 5836.798340
	Iteration 11Q: 3 clusters Score -1.474492e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -14746686.000000 Penalty: 5836.798340
	Iteration 12Q: 3 clusters Score -1.474669e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -14748800.000000 Penalty: 5836.798340
	Iteration 13Q: 3 clusters Score -1.47488e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87478 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -14751721.000000 Penalty: 5836.798340
	Iteration 14Q: 3 clusters Score -1.475172e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93958 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -14755506.000000 Penalty: 5836.798340
	Iteration 15F: 3 clusters Score -1.475551e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101529 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -14760465.000000 Penalty: 5836.798340
	Iteration 16F: 3 clusters Score -1.476046e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -14766749.000000 Penalty: 5836.798340
	Iteration 17F: 3 clusters Score -1.476675e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -14773511.000000 Penalty: 5836.798340
	Iteration 18F: 3 clusters Score -1.477351e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123253 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -14778929.000000 Penalty: 5836.798340
	Iteration 19Q: 3 clusters Score -1.477893e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126631 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -14781921.000000 Penalty: 5836.798340
	Iteration 20F: 3 clusters Score -1.478192e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127995 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14783135.000000 Penalty: 5836.798340
	Iteration 21Q: 3 clusters Score -1.478314e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128460 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -14783558.000000 Penalty: 5836.798340
	Iteration 22Q: 3 clusters Score -1.478356e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128607 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14783731.000000 Penalty: 5836.798340
	Iteration 23Q: 3 clusters Score -1.478373e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128660 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14783784.000000 Penalty: 5836.798340
	Iteration 24Q: 3 clusters Score -1.478378e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128686 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14783819.000000 Penalty: 5836.798340
	Iteration 25Q: 3 clusters Score -1.478382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128705 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -14783841.000000 Penalty: 5836.798340
	Iteration 26Q: 3 clusters Score -1.478384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128713 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14783867.000000 Penalty: 5836.798340
	Iteration 27Q: 3 clusters Score -1.478387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128719 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14783874.000000 Penalty: 5836.798340
	Iteration 28Q: 3 clusters Score -1.478387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -14783883.000000 Penalty: 5836.798340
	Iteration 29Q: 3 clusters Score -1.478388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128725 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14783887.000000 Penalty: 5836.798340
	Iteration 30Q: 3 clusters Score -1.478389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128723 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14783892.000000 Penalty: 5836.798340
	Iteration 31Q: 3 clusters Score -1.478389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128725 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14783888.000000 Penalty: 5836.798340
	Iteration 32Q: 3 clusters Score -1.478389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14783893.000000 Penalty: 5836.798340
	Iteration 33Q: 3 clusters Score -1.478389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128726 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14783902.000000 Penalty: 5836.798340
	Iteration 34Q: 3 clusters Score -1.47839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128727 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14783902.000000 Penalty: 5836.798340
	Iteration 35Q: 3 clusters Score -1.47839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14783902.000000 Penalty: 5836.798340
	Iteration 36Q: 3 clusters Score -1.47839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128730 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14783898.000000 Penalty: 5836.798340
	Iteration 37Q: 3 clusters Score -1.47839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128731 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14783900.000000 Penalty: 5836.798340
	Iteration 38Q: 3 clusters Score -1.47839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128731 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -14783900.000000 Penalty: 5836.798340
	Iteration 39F: 3 clusters Score -1.47839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Entering Unmasked Estep 
Score: -1760351.500000 Penalty: 2381.926514
	Iteration 0F: 2 clusters Score -1760352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1749642.125000 Penalty: 4763.853027
	Iteration 0F: 3 clusters Score -1749642 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1753086.375000 Penalty: 4763.853027
	Iteration 1F: 3 clusters Score -1753086 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1753535.125000 Penalty: 4763.853027
	Iteration 2F: 3 clusters Score -1753535 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1753940.250000 Penalty: 4763.853027
	Iteration 3F: 3 clusters Score -1753940 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1754398.875000 Penalty: 4763.853027
	Iteration 4Q: 3 clusters Score -1754399 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1754926.250000 Penalty: 4763.853027
	Iteration 5F: 3 clusters Score -1754926 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1755494.625000 Penalty: 4763.853027
	Iteration 6F: 3 clusters Score -1755495 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1756077.125000 Penalty: 4763.853027
	Iteration 7Q: 3 clusters Score -1756077 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1756620.875000 Penalty: 4763.853027
	Iteration 8Q: 3 clusters Score -1756621 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1757070.750000 Penalty: 4763.853027
	Iteration 9Q: 3 clusters Score -1757071 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1757474.000000 Penalty: 4763.853027
	Iteration 10Q: 3 clusters Score -1757474 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1757741.875000 Penalty: 4763.853027
	Iteration 11Q: 3 clusters Score -1757742 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1757926.500000 Penalty: 4763.853027
	Iteration 12Q: 3 clusters Score -1757926 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1758050.625000 Penalty: 4763.853027
	Iteration 13Q: 3 clusters Score -1758051 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1758124.375000 Penalty: 4763.853027
	Iteration 14Q: 3 clusters Score -1758124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1758188.000000 Penalty: 4763.853027
	Iteration 15Q: 3 clusters Score -1758188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1758215.625000 Penalty: 4763.853027
	Iteration 16Q: 3 clusters Score -1758216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1758239.250000 Penalty: 4763.853027
	Iteration 17Q: 3 clusters Score -1758239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1758259.125000 Penalty: 4763.853027
	Iteration 18Q: 3 clusters Score -1758259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1758264.125000 Penalty: 4763.853027
	Iteration 19Q: 3 clusters Score -1758264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1758270.875000 Penalty: 4763.853027
	Iteration 20F: 3 clusters Score -1758271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1758284.250000 Penalty: 4763.853027
	Iteration 21Q: 3 clusters Score -1758284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1758289.250000 Penalty: 4763.853027
	Iteration 22Q: 3 clusters Score -1758289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1758298.375000 Penalty: 4763.853027
	Iteration 23Q: 3 clusters Score -1758298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1758303.500000 Penalty: 4763.853027
	Iteration 24Q: 3 clusters Score -1758304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1758304.750000 Penalty: 4763.853027
	Iteration 25Q: 3 clusters Score -1758305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1758306.125000 Penalty: 4763.853027
	Iteration 26Q: 3 clusters Score -1758306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1758308.000000 Penalty: 4763.853027
	Iteration 27Q: 3 clusters Score -1758308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1758306.875000 Penalty: 4763.853027
	Iteration 28Q: 3 clusters Score -1758307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1758306.875000 Penalty: 4763.853027
	Iteration 29F: 3 clusters Score -1758307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Entering Unmasked Estep 
Score: -1008620.250000 Penalty: 2262.621582
	Iteration 0F: 2 clusters Score -1008620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1001542.875000 Penalty: 4525.243164
	Iteration 0F: 3 clusters Score -1001543 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1003774.875000 Penalty: 4525.243164
	Iteration 1F: 3 clusters Score -1003775 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1004360.437500 Penalty: 4525.243164
	Iteration 2F: 3 clusters Score -1004360 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1004978.187500 Penalty: 4525.243164
	Iteration 3F: 3 clusters Score -1004978 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1005651.125000 Penalty: 4525.243164
	Iteration 4F: 3 clusters Score -1005651 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1006244.687500 Penalty: 4525.243164
	Iteration 5F: 3 clusters Score -1006245 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1006663.687500 Penalty: 4525.243164
	Iteration 6F: 3 clusters Score -1006664 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1006975.937500 Penalty: 4525.243164
	Iteration 7F: 3 clusters Score -1006976 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1007196.812500 Penalty: 4525.243164
	Iteration 8Q: 3 clusters Score -1007197 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1007378.812500 Penalty: 4525.243164
	Iteration 9Q: 3 clusters Score -1007379 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1007540.062500 Penalty: 4525.243164
	Iteration 10Q: 3 clusters Score -1007540 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1007706.562500 Penalty: 4525.243164
	Iteration 11Q: 3 clusters Score -1007707 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1007928.937500 Penalty: 4525.243164
	Iteration 12Q: 3 clusters Score -1007929 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1008144.812500 Penalty: 4525.243164
	Iteration 13Q: 3 clusters Score -1008145 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1008275.812500 Penalty: 4525.243164
	Iteration 14Q: 3 clusters Score -1008276 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1008414.937500 Penalty: 4525.243164
	Iteration 15Q: 3 clusters Score -1008415 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1008560.562500 Penalty: 4525.243164
	Iteration 16Q: 3 clusters Score -1008561 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1008655.625000 Penalty: 4525.243164
	Iteration 17Q: 3 clusters Score -1008656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1008709.000000 Penalty: 4525.243164
	Iteration 18Q: 3 clusters Score -1008709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1008732.062500 Penalty: 4525.243164
	Iteration 19Q: 3 clusters Score -1008732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1008743.437500 Penalty: 4525.243164
	Iteration 20F: 3 clusters Score -1008743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1008750.062500 Penalty: 4525.243164
	Iteration 21Q: 3 clusters Score -1008750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1008755.875000 Penalty: 4525.243164
	Iteration 22Q: 3 clusters Score -1008756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1008758.750000 Penalty: 4525.243164
	Iteration 23Q: 3 clusters Score -1008759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1008759.250000 Penalty: 4525.243164
	Iteration 24Q: 3 clusters Score -1008759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1008761.937500 Penalty: 4525.243164
	Iteration 25Q: 3 clusters Score -1008762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1008764.312500 Penalty: 4525.243164
	Iteration 26Q: 3 clusters Score -1008764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1008765.062500 Penalty: 4525.243164
	Iteration 27Q: 3 clusters Score -1008765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1008768.375000 Penalty: 4525.243164
	Iteration 28Q: 3 clusters Score -1008768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1008769.375000 Penalty: 4525.243164
	Iteration 29Q: 3 clusters Score -1008769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1008770.875000 Penalty: 4525.243164
	Iteration 30Q: 3 clusters Score -1008771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1008768.687500 Penalty: 4525.243164
	Iteration 31Q: 3 clusters Score -1008769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1008768.812500 Penalty: 4525.243164
	Iteration 32Q: 3 clusters Score -1008769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1008770.437500 Penalty: 4525.243164
	Iteration 33Q: 3 clusters Score -1008770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1008768.937500 Penalty: 4525.243164
	Iteration 34Q: 3 clusters Score -1008769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1008768.937500 Penalty: 4525.243164
	Iteration 35F: 3 clusters Score -1008769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 179034 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 23198 members 
Mstep: Class 10 contains 48886 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 13891 members 
Mstep: Class 14 contains 56096 members 
Mstep: Class 15 contains 133254 members 
Mstep: Class 16 contains 193909 members 
Mstep: Class 17 contains 12129 members 
Mstep: Class 18 contains 58423 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256762 members 
Mstep: Class 22 contains 89476 members 
Mstep: Class 23 contains 18615 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10321 members 
Mstep: Class 28 contains 129022 members 
Mstep: Class 29 contains 14832 members 
Mstep: Class 30 contains 4648 members 
Mstep: Class 31 contains 14068 members 
Mstep: Class 32 contains 178170 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 26998 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41629 members 
Mstep: Class 40 contains 57567 members 
Mstep: Class 41 contains 16002 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 44 contains 4520 members 
Entering Unmasked Estep 
Score: -225974768.000000 Penalty: 158390.203125
Splitting cluster 30 changes total score from -225978080.000000 to -225974768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (14068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Entering Unmasked Estep 
Score: -1517153.750000 Penalty: 2368.811035
	Iteration 0F: 2 clusters Score -1517154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1506814.875000 Penalty: 4737.622070
	Iteration 0F: 3 clusters Score -1506815 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1510044.125000 Penalty: 4737.622070
	Iteration 1F: 3 clusters Score -1510044 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1510464.500000 Penalty: 4737.622070
	Iteration 2F: 3 clusters Score -1510464 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1510871.250000 Penalty: 4737.622070
	Iteration 3F: 3 clusters Score -1510871 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1511322.750000 Penalty: 4737.622070
	Iteration 4F: 3 clusters Score -1511323 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1511818.375000 Penalty: 4737.622070
	Iteration 5F: 3 clusters Score -1511818 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1512397.250000 Penalty: 4737.622070
	Iteration 6F: 3 clusters Score -1512397 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1513073.125000 Penalty: 4737.622070
	Iteration 7F: 3 clusters Score -1513073 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1513741.625000 Penalty: 4737.622070
	Iteration 8F: 3 clusters Score -1513742 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1514266.000000 Penalty: 4737.622070
	Iteration 9Q: 3 clusters Score -1514266 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1514653.125000 Penalty: 4737.622070
	Iteration 10Q: 3 clusters Score -1514653 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1514909.750000 Penalty: 4737.622070
	Iteration 11Q: 3 clusters Score -1514910 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1515063.750000 Penalty: 4737.622070
	Iteration 12Q: 3 clusters Score -1515064 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1515179.750000 Penalty: 4737.622070
	Iteration 13Q: 3 clusters Score -1515180 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1515241.750000 Penalty: 4737.622070
	Iteration 14Q: 3 clusters Score -1515242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1515301.875000 Penalty: 4737.622070
	Iteration 15Q: 3 clusters Score -1515302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1515327.125000 Penalty: 4737.622070
	Iteration 16Q: 3 clusters Score -1515327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1515346.375000 Penalty: 4737.622070
	Iteration 17Q: 3 clusters Score -1515346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1515364.500000 Penalty: 4737.622070
	Iteration 18Q: 3 clusters Score -1515364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1515382.375000 Penalty: 4737.622070
	Iteration 19Q: 3 clusters Score -1515382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1515397.250000 Penalty: 4737.622070
	Iteration 20F: 3 clusters Score -1515397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1515410.750000 Penalty: 4737.622070
	Iteration 21Q: 3 clusters Score -1515411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1515421.875000 Penalty: 4737.622070
	Iteration 22Q: 3 clusters Score -1515422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1515446.500000 Penalty: 4737.622070
	Iteration 23Q: 3 clusters Score -1515446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1515474.750000 Penalty: 4737.622070
	Iteration 24Q: 3 clusters Score -1515475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1515503.000000 Penalty: 4737.622070
	Iteration 25Q: 3 clusters Score -1515503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1515509.000000 Penalty: 4737.622070
	Iteration 26Q: 3 clusters Score -1515509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -1515529.750000 Penalty: 4737.622070
	Iteration 27Q: 3 clusters Score -1515530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1515542.125000 Penalty: 4737.622070
	Iteration 28Q: 3 clusters Score -1515542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1515564.500000 Penalty: 4737.622070
	Iteration 29Q: 3 clusters Score -1515564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1515575.375000 Penalty: 4737.622070
	Iteration 30Q: 3 clusters Score -1515575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1515594.375000 Penalty: 4737.622070
	Iteration 31Q: 3 clusters Score -1515594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1515609.875000 Penalty: 4737.622070
	Iteration 32Q: 3 clusters Score -1515610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1515623.500000 Penalty: 4737.622070
	Iteration 33Q: 3 clusters Score -1515624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1515630.125000 Penalty: 4737.622070
	Iteration 34Q: 3 clusters Score -1515630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1515637.625000 Penalty: 4737.622070
	Iteration 35Q: 3 clusters Score -1515638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1515639.375000 Penalty: 4737.622070
	Iteration 36Q: 3 clusters Score -1515639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1515644.375000 Penalty: 4737.622070
	Iteration 37Q: 3 clusters Score -1515644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1515651.625000 Penalty: 4737.622070
	Iteration 38Q: 3 clusters Score -1515652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1515656.875000 Penalty: 4737.622070
	Iteration 39Q: 3 clusters Score -1515657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1515658.000000 Penalty: 4737.622070
	Iteration 40F: 3 clusters Score -1515658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1515662.750000 Penalty: 4737.622070
	Iteration 41Q: 3 clusters Score -1515663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1515665.875000 Penalty: 4737.622070
	Iteration 42Q: 3 clusters Score -1515666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1515667.750000 Penalty: 4737.622070
	Iteration 43Q: 3 clusters Score -1515668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1515668.750000 Penalty: 4737.622070
	Iteration 44Q: 3 clusters Score -1515669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1515669.375000 Penalty: 4737.622070
	Iteration 45Q: 3 clusters Score -1515669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1515669.125000 Penalty: 4737.622070
	Iteration 46Q: 3 clusters Score -1515669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1515669.125000 Penalty: 4737.622070
	Iteration 47F: 3 clusters Score -1515669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (178170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178170 members 
Entering Unmasked Estep 
Score: -21068904.000000 Penalty: 2998.442383
	Iteration 0F: 2 clusters Score -2.10689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 88978 members 
Entering Unmasked Estep 
Score: -20954482.000000 Penalty: 5996.884766
	Iteration 0F: 3 clusters Score -2.095448e+07 nChanged 85316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -21004452.000000 Penalty: 5996.884766
	Iteration 1F: 3 clusters Score -2.100445e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -21005606.000000 Penalty: 5996.884766
	Iteration 2Q: 3 clusters Score -2.100561e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 90253 members 
Entering Unmasked Estep 
Score: -21007566.000000 Penalty: 5996.884766
	Iteration 3Q: 3 clusters Score -2.100757e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 91923 members 
Entering Unmasked Estep 
Score: -21010194.000000 Penalty: 5996.884766
	Iteration 4Q: 3 clusters Score -2.101019e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -21013550.000000 Penalty: 5996.884766
	Iteration 5Q: 3 clusters Score -2.101355e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -21018088.000000 Penalty: 5996.884766
	Iteration 6F: 3 clusters Score -2.101809e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78530 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -21022968.000000 Penalty: 5996.884766
	Iteration 7F: 3 clusters Score -2.102297e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75901 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -21027064.000000 Penalty: 5996.884766
	Iteration 8F: 3 clusters Score -2.102706e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73429 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -21029846.000000 Penalty: 5996.884766
	Iteration 9Q: 3 clusters Score -2.102985e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -21032020.000000 Penalty: 5996.884766
	Iteration 10Q: 3 clusters Score -2.103202e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -21033680.000000 Penalty: 5996.884766
	Iteration 11Q: 3 clusters Score -2.103368e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65204 members 
Mstep: Class 2 contains 112966 members 
Entering Unmasked Estep 
Score: -21034942.000000 Penalty: 5996.884766
	Iteration 12Q: 3 clusters Score -2.103494e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61527 members 
Mstep: Class 2 contains 116643 members 
Entering Unmasked Estep 
Score: -21035880.000000 Penalty: 5996.884766
	Iteration 13Q: 3 clusters Score -2.103588e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 120835 members 
Entering Unmasked Estep 
Score: -21037208.000000 Penalty: 5996.884766
	Iteration 14Q: 3 clusters Score -2.103721e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 125739 members 
Entering Unmasked Estep 
Score: -21038788.000000 Penalty: 5996.884766
	Iteration 15Q: 3 clusters Score -2.103879e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 131533 members 
Entering Unmasked Estep 
Score: -21040996.000000 Penalty: 5996.884766
	Iteration 16Q: 3 clusters Score -2.1041e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 138093 members 
Entering Unmasked Estep 
Score: -21044052.000000 Penalty: 5996.884766
	Iteration 17Q: 3 clusters Score -2.104405e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 145425 members 
Entering Unmasked Estep 
Score: -21048022.000000 Penalty: 5996.884766
	Iteration 18Q: 3 clusters Score -2.104802e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -21052802.000000 Penalty: 5996.884766
	Iteration 19Q: 3 clusters Score -2.10528e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 160376 members 
Entering Unmasked Estep 
Score: -21057096.000000 Penalty: 5996.884766
	Iteration 20F: 3 clusters Score -2.10571e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -21060848.000000 Penalty: 5996.884766
	Iteration 21Q: 3 clusters Score -2.106085e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 171709 members 
Entering Unmasked Estep 
Score: -21063468.000000 Penalty: 5996.884766
	Iteration 22Q: 3 clusters Score -2.106347e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 174729 members 
Entering Unmasked Estep 
Score: -21064612.000000 Penalty: 5996.884766
	Iteration 23Q: 3 clusters Score -2.106461e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 176331 members 
Entering Unmasked Estep 
Score: -21065404.000000 Penalty: 5996.884766
	Iteration 24Q: 3 clusters Score -2.10654e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -21065846.000000 Penalty: 5996.884766
	Iteration 25Q: 3 clusters Score -2.106585e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 177420 members 
Entering Unmasked Estep 
Score: -21066018.000000 Penalty: 5996.884766
	Iteration 26Q: 3 clusters Score -2.106602e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 177567 members 
Entering Unmasked Estep 
Score: -21066160.000000 Penalty: 5996.884766
	Iteration 27Q: 3 clusters Score -2.106616e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -21066192.000000 Penalty: 5996.884766
	Iteration 28Q: 3 clusters Score -2.106619e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 177683 members 
Entering Unmasked Estep 
Score: -21066230.000000 Penalty: 5996.884766
	Iteration 29Q: 3 clusters Score -2.106623e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 177715 members 
Entering Unmasked Estep 
Score: -21066276.000000 Penalty: 5996.884766
	Iteration 30Q: 3 clusters Score -2.106628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 177728 members 
Entering Unmasked Estep 
Score: -21066302.000000 Penalty: 5996.884766
	Iteration 31Q: 3 clusters Score -2.10663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 177738 members 
Entering Unmasked Estep 
Score: -21066316.000000 Penalty: 5996.884766
	Iteration 32Q: 3 clusters Score -2.106632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 177748 members 
Entering Unmasked Estep 
Score: -21066344.000000 Penalty: 5996.884766
	Iteration 33Q: 3 clusters Score -2.106634e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 177756 members 
Entering Unmasked Estep 
Score: -21066344.000000 Penalty: 5996.884766
	Iteration 34Q: 3 clusters Score -2.106634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 177762 members 
Entering Unmasked Estep 
Score: -21066374.000000 Penalty: 5996.884766
	Iteration 35Q: 3 clusters Score -2.106637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 177768 members 
Entering Unmasked Estep 
Score: -21066374.000000 Penalty: 5996.884766
	Iteration 36Q: 3 clusters Score -2.106637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 177773 members 
Entering Unmasked Estep 
Score: -21066374.000000 Penalty: 5996.884766
	Iteration 37Q: 3 clusters Score -2.106637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 177774 members 
Entering Unmasked Estep 
Score: -21066388.000000 Penalty: 5996.884766
	Iteration 38Q: 3 clusters Score -2.106639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 177775 members 
Entering Unmasked Estep 
Score: -21066394.000000 Penalty: 5996.884766
	Iteration 39Q: 3 clusters Score -2.106639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -21066384.000000 Penalty: 5996.884766
	Iteration 40F: 3 clusters Score -2.106638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -21066386.000000 Penalty: 5996.884766
	Iteration 41Q: 3 clusters Score -2.106639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -21066386.000000 Penalty: 5996.884766
	Iteration 42F: 3 clusters Score -2.106639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -65062.042969 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -65062.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63426.230469 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -63426.23 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63662.828125 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -63662.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63755.167969 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -63755.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63791.480469 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -63791.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63818.218750 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -63818.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63827.363281 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -63827.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63827.363281 Penalty: 3173.703125
	Iteration 6F: 3 clusters Score -63827.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Entering Unmasked Estep 
Score: -2283473.250000 Penalty: 2455.903809
	Iteration 0F: 2 clusters Score -2283473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2269357.000000 Penalty: 4911.807617
	Iteration 0F: 3 clusters Score -2269357 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -2274031.250000 Penalty: 4911.807617
	Iteration 1F: 3 clusters Score -2274031 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2274473.250000 Penalty: 4911.807617
	Iteration 2F: 3 clusters Score -2274473 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2274861.000000 Penalty: 4911.807617
	Iteration 3Q: 3 clusters Score -2274861 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2275247.500000 Penalty: 4911.807617
	Iteration 4Q: 3 clusters Score -2275248 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2275664.000000 Penalty: 4911.807617
	Iteration 5Q: 3 clusters Score -2275664 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2276107.750000 Penalty: 4911.807617
	Iteration 6Q: 3 clusters Score -2276108 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2276572.000000 Penalty: 4911.807617
	Iteration 7Q: 3 clusters Score -2276572 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2277106.250000 Penalty: 4911.807617
	Iteration 8Q: 3 clusters Score -2277106 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2277732.750000 Penalty: 4911.807617
	Iteration 9Q: 3 clusters Score -2277733 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2278396.000000 Penalty: 4911.807617
	Iteration 10Q: 3 clusters Score -2278396 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2279080.000000 Penalty: 4911.807617
	Iteration 11Q: 3 clusters Score -2279080 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2279721.250000 Penalty: 4911.807617
	Iteration 12Q: 3 clusters Score -2279721 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2280262.250000 Penalty: 4911.807617
	Iteration 13Q: 3 clusters Score -2280262 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2280638.500000 Penalty: 4911.807617
	Iteration 14Q: 3 clusters Score -2280638 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2280883.250000 Penalty: 4911.807617
	Iteration 15Q: 3 clusters Score -2280883 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2281063.000000 Penalty: 4911.807617
	Iteration 16Q: 3 clusters Score -2281063 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2281187.250000 Penalty: 4911.807617
	Iteration 17Q: 3 clusters Score -2281187 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2281277.750000 Penalty: 4911.807617
	Iteration 18Q: 3 clusters Score -2281278 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2281360.750000 Penalty: 4911.807617
	Iteration 19Q: 3 clusters Score -2281361 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2281425.000000 Penalty: 4911.807617
	Iteration 20F: 3 clusters Score -2281425 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2281492.000000 Penalty: 4911.807617
	Iteration 21Q: 3 clusters Score -2281492 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2281551.500000 Penalty: 4911.807617
	Iteration 22Q: 3 clusters Score -2281552 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2281610.500000 Penalty: 4911.807617
	Iteration 23Q: 3 clusters Score -2281610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2281642.000000 Penalty: 4911.807617
	Iteration 24Q: 3 clusters Score -2281642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2281662.000000 Penalty: 4911.807617
	Iteration 25Q: 3 clusters Score -2281662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2281683.500000 Penalty: 4911.807617
	Iteration 26Q: 3 clusters Score -2281684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2281706.250000 Penalty: 4911.807617
	Iteration 27Q: 3 clusters Score -2281706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2281717.750000 Penalty: 4911.807617
	Iteration 28Q: 3 clusters Score -2281718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2281735.000000 Penalty: 4911.807617
	Iteration 29Q: 3 clusters Score -2281735 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2281751.500000 Penalty: 4911.807617
	Iteration 30Q: 3 clusters Score -2281752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2281759.750000 Penalty: 4911.807617
	Iteration 31Q: 3 clusters Score -2281760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2281765.750000 Penalty: 4911.807617
	Iteration 32Q: 3 clusters Score -2281766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2281765.250000 Penalty: 4911.807617
	Iteration 33Q: 3 clusters Score -2281765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2281771.000000 Penalty: 4911.807617
	Iteration 34Q: 3 clusters Score -2281771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2281776.750000 Penalty: 4911.807617
	Iteration 35Q: 3 clusters Score -2281777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2281777.500000 Penalty: 4911.807617
	Iteration 36Q: 3 clusters Score -2281778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2281783.250000 Penalty: 4911.807617
	Iteration 37Q: 3 clusters Score -2281783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2281783.750000 Penalty: 4911.807617
	Iteration 38Q: 3 clusters Score -2281784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2281783.500000 Penalty: 4911.807617
	Iteration 39Q: 3 clusters Score -2281784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -2281785.000000 Penalty: 4911.807617
	Iteration 40F: 3 clusters Score -2281785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2281785.000000 Penalty: 4911.807617
	Iteration 41Q: 3 clusters Score -2281785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2281785.750000 Penalty: 4911.807617
	Iteration 42Q: 3 clusters Score -2281786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2281788.500000 Penalty: 4911.807617
	Iteration 43Q: 3 clusters Score -2281788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2281789.000000 Penalty: 4911.807617
	Iteration 44Q: 3 clusters Score -2281789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2281792.250000 Penalty: 4911.807617
	Iteration 45Q: 3 clusters Score -2281792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2281794.000000 Penalty: 4911.807617
	Iteration 46Q: 3 clusters Score -2281794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2281791.750000 Penalty: 4911.807617
	Iteration 47Q: 3 clusters Score -2281792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2281790.000000 Penalty: 4911.807617
	Iteration 48Q: 3 clusters Score -2281790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2281788.500000 Penalty: 4911.807617
	Iteration 49Q: 3 clusters Score -2281788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2281789.250000 Penalty: 4911.807617
	Iteration 50Q: 3 clusters Score -2281789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2281790.000000 Penalty: 4911.807617
	Iteration 51Q: 3 clusters Score -2281790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2281788.500000 Penalty: 4911.807617
	Iteration 52Q: 3 clusters Score -2281788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2281789.000000 Penalty: 4911.807617
	Iteration 53Q: 3 clusters Score -2281789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -2281789.500000 Penalty: 4911.807617
	Iteration 54Q: 3 clusters Score -2281790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2281788.750000 Penalty: 4911.807617
	Iteration 55Q: 3 clusters Score -2281789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2281791.000000 Penalty: 4911.807617
	Iteration 56Q: 3 clusters Score -2281791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2281791.000000 Penalty: 4911.807617
	Iteration 57F: 3 clusters Score -2281791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Entering Unmasked Estep 
Score: -2900077.250000 Penalty: 2530.472412
	Iteration 0F: 2 clusters Score -2900077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2881486.000000 Penalty: 5060.944824
	Iteration 0F: 3 clusters Score -2881486 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2888375.500000 Penalty: 5060.944824
	Iteration 1F: 3 clusters Score -2888376 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2889266.000000 Penalty: 5060.944824
	Iteration 2F: 3 clusters Score -2889266 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2890353.250000 Penalty: 5060.944824
	Iteration 3F: 3 clusters Score -2890353 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2891624.500000 Penalty: 5060.944824
	Iteration 4F: 3 clusters Score -2891624 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2893010.500000 Penalty: 5060.944824
	Iteration 5F: 3 clusters Score -2893010 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2894371.500000 Penalty: 5060.944824
	Iteration 6F: 3 clusters Score -2894372 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2895430.500000 Penalty: 5060.944824
	Iteration 7F: 3 clusters Score -2895430 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2896223.750000 Penalty: 5060.944824
	Iteration 8Q: 3 clusters Score -2896224 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2896844.750000 Penalty: 5060.944824
	Iteration 9Q: 3 clusters Score -2896845 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2897331.000000 Penalty: 5060.944824
	Iteration 10Q: 3 clusters Score -2897331 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2897680.250000 Penalty: 5060.944824
	Iteration 11Q: 3 clusters Score -2897680 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -2897970.750000 Penalty: 5060.944824
	Iteration 12Q: 3 clusters Score -2897971 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2898143.000000 Penalty: 5060.944824
	Iteration 13Q: 3 clusters Score -2898143 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -2898299.500000 Penalty: 5060.944824
	Iteration 14Q: 3 clusters Score -2898300 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2898421.500000 Penalty: 5060.944824
	Iteration 15Q: 3 clusters Score -2898422 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -2898525.250000 Penalty: 5060.944824
	Iteration 16Q: 3 clusters Score -2898525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2898593.250000 Penalty: 5060.944824
	Iteration 17Q: 3 clusters Score -2898593 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2898624.000000 Penalty: 5060.944824
	Iteration 18Q: 3 clusters Score -2898624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -2898653.500000 Penalty: 5060.944824
	Iteration 19Q: 3 clusters Score -2898654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2898688.000000 Penalty: 5060.944824
	Iteration 20F: 3 clusters Score -2898688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -2898713.500000 Penalty: 5060.944824
	Iteration 21Q: 3 clusters Score -2898714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2898727.750000 Penalty: 5060.944824
	Iteration 22Q: 3 clusters Score -2898728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -2898756.750000 Penalty: 5060.944824
	Iteration 23Q: 3 clusters Score -2898757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -2898766.750000 Penalty: 5060.944824
	Iteration 24Q: 3 clusters Score -2898767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2898807.000000 Penalty: 5060.944824
	Iteration 25Q: 3 clusters Score -2898807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2898812.500000 Penalty: 5060.944824
	Iteration 26Q: 3 clusters Score -2898812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2898818.750000 Penalty: 5060.944824
	Iteration 27Q: 3 clusters Score -2898819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2898834.500000 Penalty: 5060.944824
	Iteration 28Q: 3 clusters Score -2898834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2898832.250000 Penalty: 5060.944824
	Iteration 29Q: 3 clusters Score -2898832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2898837.500000 Penalty: 5060.944824
	Iteration 30Q: 3 clusters Score -2898838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2898833.750000 Penalty: 5060.944824
	Iteration 31Q: 3 clusters Score -2898834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -2898839.750000 Penalty: 5060.944824
	Iteration 32Q: 3 clusters Score -2898840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2898843.500000 Penalty: 5060.944824
	Iteration 33Q: 3 clusters Score -2898844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2898843.000000 Penalty: 5060.944824
	Iteration 34Q: 3 clusters Score -2898843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -2898850.250000 Penalty: 5060.944824
	Iteration 35Q: 3 clusters Score -2898850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -2898845.000000 Penalty: 5060.944824
	Iteration 36Q: 3 clusters Score -2898845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -2898853.500000 Penalty: 5060.944824
	Iteration 37Q: 3 clusters Score -2898854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2898857.250000 Penalty: 5060.944824
	Iteration 38Q: 3 clusters Score -2898857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -2898862.000000 Penalty: 5060.944824
	Iteration 39Q: 3 clusters Score -2898862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -2898858.500000 Penalty: 5060.944824
	Iteration 40F: 3 clusters Score -2898858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -2898860.750000 Penalty: 5060.944824
	Iteration 41Q: 3 clusters Score -2898861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -2898857.750000 Penalty: 5060.944824
	Iteration 42Q: 3 clusters Score -2898858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2898863.000000 Penalty: 5060.944824
	Iteration 43Q: 3 clusters Score -2898863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -2898863.500000 Penalty: 5060.944824
	Iteration 44Q: 3 clusters Score -2898864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -2898865.250000 Penalty: 5060.944824
	Iteration 45Q: 3 clusters Score -2898865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -2898862.500000 Penalty: 5060.944824
	Iteration 46Q: 3 clusters Score -2898862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -2898863.750000 Penalty: 5060.944824
	Iteration 47Q: 3 clusters Score -2898864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -2898863.750000 Penalty: 5060.944824
	Iteration 48F: 3 clusters Score -2898864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -61072.261719 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -61072.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59441.902344 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -59441.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59667.781250 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -59667.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59725.605469 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -59725.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59753.503906 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -59753.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59775.812500 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -59775.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59786.023438 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -59786.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59789.175781 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -59789.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59789.175781 Penalty: 3166.219238
	Iteration 7F: 3 clusters Score -59789.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -117591.992188 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -117592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -115589.484375 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -115589.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -115885.023438 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -115885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115974.796875 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -115974.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116025.875000 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -116025.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -116051.828125 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -116051.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -116064.218750 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -116064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -116071.148438 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -116071.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -116078.257812 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -116078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -116079.437500 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -116079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -116081.039062 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -116081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -116089.632812 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -116089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -116091.632812 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -116091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -116093.101562 Penalty: 3471.260742
	Iteration 12Q: 3 clusters Score -116093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -116093.640625 Penalty: 3471.260742
	Iteration 13Q: 3 clusters Score -116093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -116093.640625 Penalty: 3471.260742
	Iteration 14F: 3 clusters Score -116093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -17183.767578 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -17183.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16108.891602 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -16108.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16153.826172 Penalty: 2578.454346
	Iteration 1Q: 3 clusters Score -16153.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16173.782227 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -16173.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -16180.304688 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -16180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16184.347656 Penalty: 2578.454346
	Iteration 4Q: 3 clusters Score -16184.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -16184.347656 Penalty: 2578.454346
	Iteration 5F: 3 clusters Score -16184.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (41629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Entering Unmasked Estep 
Score: -4413050.000000 Penalty: 2637.864746
	Iteration 0F: 2 clusters Score -4413050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4384968.000000 Penalty: 5275.729492
	Iteration 0F: 3 clusters Score -4384968 nChanged 19135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4396277.000000 Penalty: 5275.729492
	Iteration 1F: 3 clusters Score -4396277 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4397359.500000 Penalty: 5275.729492
	Iteration 2F: 3 clusters Score -4397360 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4398623.500000 Penalty: 5275.729492
	Iteration 3F: 3 clusters Score -4398624 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -4400004.000000 Penalty: 5275.729492
	Iteration 4F: 3 clusters Score -4400004 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -4401396.500000 Penalty: 5275.729492
	Iteration 5F: 3 clusters Score -4401396 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4402714.500000 Penalty: 5275.729492
	Iteration 6F: 3 clusters Score -4402714 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4403932.500000 Penalty: 5275.729492
	Iteration 7F: 3 clusters Score -4403932 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -4404905.000000 Penalty: 5275.729492
	Iteration 8Q: 3 clusters Score -4404905 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4405774.000000 Penalty: 5275.729492
	Iteration 9Q: 3 clusters Score -4405774 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4406421.000000 Penalty: 5275.729492
	Iteration 10Q: 3 clusters Score -4406421 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4407010.000000 Penalty: 5275.729492
	Iteration 11Q: 3 clusters Score -4407010 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4407577.500000 Penalty: 5275.729492
	Iteration 12Q: 3 clusters Score -4407578 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4408067.500000 Penalty: 5275.729492
	Iteration 13Q: 3 clusters Score -4408068 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4408585.000000 Penalty: 5275.729492
	Iteration 14Q: 3 clusters Score -4408585 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4409093.000000 Penalty: 5275.729492
	Iteration 15Q: 3 clusters Score -4409093 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4409549.500000 Penalty: 5275.729492
	Iteration 16Q: 3 clusters Score -4409550 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4409950.500000 Penalty: 5275.729492
	Iteration 17Q: 3 clusters Score -4409950 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4410297.000000 Penalty: 5275.729492
	Iteration 18Q: 3 clusters Score -4410297 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -4410528.000000 Penalty: 5275.729492
	Iteration 19Q: 3 clusters Score -4410528 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -4410777.000000 Penalty: 5275.729492
	Iteration 20F: 3 clusters Score -4410777 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -4410912.500000 Penalty: 5275.729492
	Iteration 21Q: 3 clusters Score -4410912 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -4410999.500000 Penalty: 5275.729492
	Iteration 22Q: 3 clusters Score -4411000 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -4411069.500000 Penalty: 5275.729492
	Iteration 23Q: 3 clusters Score -4411070 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4411113.500000 Penalty: 5275.729492
	Iteration 24Q: 3 clusters Score -4411114 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -4411151.000000 Penalty: 5275.729492
	Iteration 25Q: 3 clusters Score -4411151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4411177.000000 Penalty: 5275.729492
	Iteration 26Q: 3 clusters Score -4411177 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -4411204.500000 Penalty: 5275.729492
	Iteration 27Q: 3 clusters Score -4411204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -4411231.000000 Penalty: 5275.729492
	Iteration 28Q: 3 clusters Score -4411231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -4411247.000000 Penalty: 5275.729492
	Iteration 29Q: 3 clusters Score -4411247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -4411258.500000 Penalty: 5275.729492
	Iteration 30Q: 3 clusters Score -4411258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -4411272.000000 Penalty: 5275.729492
	Iteration 31Q: 3 clusters Score -4411272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -4411278.000000 Penalty: 5275.729492
	Iteration 32Q: 3 clusters Score -4411278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4411284.500000 Penalty: 5275.729492
	Iteration 33Q: 3 clusters Score -4411284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -4411287.000000 Penalty: 5275.729492
	Iteration 34Q: 3 clusters Score -4411287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4411291.000000 Penalty: 5275.729492
	Iteration 35Q: 3 clusters Score -4411291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -4411302.000000 Penalty: 5275.729492
	Iteration 36Q: 3 clusters Score -4411302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -4411304.500000 Penalty: 5275.729492
	Iteration 37Q: 3 clusters Score -4411304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -4411306.000000 Penalty: 5275.729492
	Iteration 38Q: 3 clusters Score -4411306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4411311.000000 Penalty: 5275.729492
	Iteration 39Q: 3 clusters Score -4411311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -4411312.500000 Penalty: 5275.729492
	Iteration 40F: 3 clusters Score -4411312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -4411311.000000 Penalty: 5275.729492
	Iteration 41Q: 3 clusters Score -4411311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -4411312.500000 Penalty: 5275.729492
	Iteration 42Q: 3 clusters Score -4411312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4411312.000000 Penalty: 5275.729492
	Iteration 43Q: 3 clusters Score -4411312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -4411312.000000 Penalty: 5275.729492
	Iteration 44F: 3 clusters Score -4411312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57567 members 
Entering Unmasked Estep 
Score: -6831543.500000 Penalty: 2718.254883
	Iteration 0F: 2 clusters Score -6831544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -6792840.000000 Penalty: 5436.509766
	Iteration 0F: 3 clusters Score -6792840 nChanged 26778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6807505.500000 Penalty: 5436.509766
	Iteration 1F: 3 clusters Score -6807506 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6808245.000000 Penalty: 5436.509766
	Iteration 2Q: 3 clusters Score -6808245 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -6809249.000000 Penalty: 5436.509766
	Iteration 3Q: 3 clusters Score -6809249 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -6810778.500000 Penalty: 5436.509766
	Iteration 4F: 3 clusters Score -6810778 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -6813118.000000 Penalty: 5436.509766
	Iteration 5F: 3 clusters Score -6813118 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -6816116.000000 Penalty: 5436.509766
	Iteration 6F: 3 clusters Score -6816116 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -6819397.500000 Penalty: 5436.509766
	Iteration 7F: 3 clusters Score -6819398 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -6822322.500000 Penalty: 5436.509766
	Iteration 8F: 3 clusters Score -6822322 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -6824444.000000 Penalty: 5436.509766
	Iteration 9F: 3 clusters Score -6824444 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -6825966.000000 Penalty: 5436.509766
	Iteration 10Q: 3 clusters Score -6825966 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6826956.500000 Penalty: 5436.509766
	Iteration 11Q: 3 clusters Score -6826956 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -6827703.000000 Penalty: 5436.509766
	Iteration 12Q: 3 clusters Score -6827703 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -6828225.000000 Penalty: 5436.509766
	Iteration 13Q: 3 clusters Score -6828225 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -6828611.500000 Penalty: 5436.509766
	Iteration 14Q: 3 clusters Score -6828612 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -6828923.500000 Penalty: 5436.509766
	Iteration 15Q: 3 clusters Score -6828924 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -6829077.000000 Penalty: 5436.509766
	Iteration 16Q: 3 clusters Score -6829077 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -6829168.000000 Penalty: 5436.509766
	Iteration 17Q: 3 clusters Score -6829168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -6829248.000000 Penalty: 5436.509766
	Iteration 18Q: 3 clusters Score -6829248 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -6829307.000000 Penalty: 5436.509766
	Iteration 19Q: 3 clusters Score -6829307 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -6829329.500000 Penalty: 5436.509766
	Iteration 20F: 3 clusters Score -6829330 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -6829346.000000 Penalty: 5436.509766
	Iteration 21Q: 3 clusters Score -6829346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -6829356.500000 Penalty: 5436.509766
	Iteration 22Q: 3 clusters Score -6829356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 56671 members 
Entering Unmasked Estep 
Score: -6829368.500000 Penalty: 5436.509766
	Iteration 23Q: 3 clusters Score -6829368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -6829392.500000 Penalty: 5436.509766
	Iteration 24Q: 3 clusters Score -6829392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -6829399.000000 Penalty: 5436.509766
	Iteration 25Q: 3 clusters Score -6829399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -6829401.000000 Penalty: 5436.509766
	Iteration 26Q: 3 clusters Score -6829401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -6829407.000000 Penalty: 5436.509766
	Iteration 27Q: 3 clusters Score -6829407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -6829408.500000 Penalty: 5436.509766
	Iteration 28Q: 3 clusters Score -6829408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -6829418.500000 Penalty: 5436.509766
	Iteration 29Q: 3 clusters Score -6829418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6829425.000000 Penalty: 5436.509766
	Iteration 30Q: 3 clusters Score -6829425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -6829431.000000 Penalty: 5436.509766
	Iteration 31Q: 3 clusters Score -6829431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -6829437.000000 Penalty: 5436.509766
	Iteration 32Q: 3 clusters Score -6829437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -6829442.000000 Penalty: 5436.509766
	Iteration 33Q: 3 clusters Score -6829442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 56788 members 
Entering Unmasked Estep 
Score: -6829444.000000 Penalty: 5436.509766
	Iteration 34Q: 3 clusters Score -6829444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
Score: -6829449.000000 Penalty: 5436.509766
	Iteration 35Q: 3 clusters Score -6829449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -6829454.500000 Penalty: 5436.509766
	Iteration 36Q: 3 clusters Score -6829454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -6829455.500000 Penalty: 5436.509766
	Iteration 37Q: 3 clusters Score -6829456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -6829455.500000 Penalty: 5436.509766
	Iteration 38F: 3 clusters Score -6829456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Entering Unmasked Estep 
Score: -1899392.375000 Penalty: 2400.756104
	Iteration 0F: 2 clusters Score -1899392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1887982.625000 Penalty: 4801.512207
	Iteration 0F: 3 clusters Score -1887983 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1891683.375000 Penalty: 4801.512207
	Iteration 1F: 3 clusters Score -1891683 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1892185.875000 Penalty: 4801.512207
	Iteration 2F: 3 clusters Score -1892186 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1892664.750000 Penalty: 4801.512207
	Iteration 3F: 3 clusters Score -1892665 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1893232.250000 Penalty: 4801.512207
	Iteration 4F: 3 clusters Score -1893232 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1893929.000000 Penalty: 4801.512207
	Iteration 5F: 3 clusters Score -1893929 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1894776.125000 Penalty: 4801.512207
	Iteration 6F: 3 clusters Score -1894776 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1895600.625000 Penalty: 4801.512207
	Iteration 7F: 3 clusters Score -1895601 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1896283.750000 Penalty: 4801.512207
	Iteration 8F: 3 clusters Score -1896284 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1896722.750000 Penalty: 4801.512207
	Iteration 9Q: 3 clusters Score -1896723 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1896945.500000 Penalty: 4801.512207
	Iteration 10Q: 3 clusters Score -1896946 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1897079.125000 Penalty: 4801.512207
	Iteration 11Q: 3 clusters Score -1897079 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1897162.125000 Penalty: 4801.512207
	Iteration 12Q: 3 clusters Score -1897162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1897224.750000 Penalty: 4801.512207
	Iteration 13Q: 3 clusters Score -1897225 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1897272.125000 Penalty: 4801.512207
	Iteration 14Q: 3 clusters Score -1897272 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1897313.125000 Penalty: 4801.512207
	Iteration 15Q: 3 clusters Score -1897313 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1897328.125000 Penalty: 4801.512207
	Iteration 16Q: 3 clusters Score -1897328 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1897344.375000 Penalty: 4801.512207
	Iteration 17Q: 3 clusters Score -1897344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1897354.375000 Penalty: 4801.512207
	Iteration 18Q: 3 clusters Score -1897354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1897372.375000 Penalty: 4801.512207
	Iteration 19Q: 3 clusters Score -1897372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1897388.875000 Penalty: 4801.512207
	Iteration 20F: 3 clusters Score -1897389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1897394.125000 Penalty: 4801.512207
	Iteration 21Q: 3 clusters Score -1897394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1897406.375000 Penalty: 4801.512207
	Iteration 22Q: 3 clusters Score -1897406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1897418.375000 Penalty: 4801.512207
	Iteration 23Q: 3 clusters Score -1897418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1897431.125000 Penalty: 4801.512207
	Iteration 24Q: 3 clusters Score -1897431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1897438.375000 Penalty: 4801.512207
	Iteration 25Q: 3 clusters Score -1897438 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1897448.625000 Penalty: 4801.512207
	Iteration 26Q: 3 clusters Score -1897449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1897462.250000 Penalty: 4801.512207
	Iteration 27Q: 3 clusters Score -1897462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1897472.000000 Penalty: 4801.512207
	Iteration 28Q: 3 clusters Score -1897472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1897479.875000 Penalty: 4801.512207
	Iteration 29Q: 3 clusters Score -1897480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1897492.625000 Penalty: 4801.512207
	Iteration 30Q: 3 clusters Score -1897493 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1897499.625000 Penalty: 4801.512207
	Iteration 31Q: 3 clusters Score -1897500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1897505.125000 Penalty: 4801.512207
	Iteration 32Q: 3 clusters Score -1897505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1897521.750000 Penalty: 4801.512207
	Iteration 33Q: 3 clusters Score -1897522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1897533.500000 Penalty: 4801.512207
	Iteration 34Q: 3 clusters Score -1897534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1897546.375000 Penalty: 4801.512207
	Iteration 35Q: 3 clusters Score -1897546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1897565.000000 Penalty: 4801.512207
	Iteration 36Q: 3 clusters Score -1897565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1897583.625000 Penalty: 4801.512207
	Iteration 37Q: 3 clusters Score -1897584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1897590.375000 Penalty: 4801.512207
	Iteration 38Q: 3 clusters Score -1897590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1897593.250000 Penalty: 4801.512207
	Iteration 39Q: 3 clusters Score -1897593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1897598.000000 Penalty: 4801.512207
	Iteration 40F: 3 clusters Score -1897598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1897610.500000 Penalty: 4801.512207
	Iteration 41Q: 3 clusters Score -1897610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1897612.500000 Penalty: 4801.512207
	Iteration 42Q: 3 clusters Score -1897612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1897618.375000 Penalty: 4801.512207
	Iteration 43Q: 3 clusters Score -1897618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1897618.250000 Penalty: 4801.512207
	Iteration 44Q: 3 clusters Score -1897618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1897619.625000 Penalty: 4801.512207
	Iteration 45Q: 3 clusters Score -1897620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1897622.125000 Penalty: 4801.512207
	Iteration 46Q: 3 clusters Score -1897622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1897620.500000 Penalty: 4801.512207
	Iteration 47Q: 3 clusters Score -1897620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1897620.500000 Penalty: 4801.512207
	Iteration 48Q: 3 clusters Score -1897620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1897618.000000 Penalty: 4801.512207
	Iteration 49Q: 3 clusters Score -1897618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1897618.875000 Penalty: 4801.512207
	Iteration 50Q: 3 clusters Score -1897619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1897624.875000 Penalty: 4801.512207
	Iteration 51Q: 3 clusters Score -1897625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1897625.750000 Penalty: 4801.512207
	Iteration 52Q: 3 clusters Score -1897626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1897626.750000 Penalty: 4801.512207
	Iteration 53Q: 3 clusters Score -1897627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1897629.000000 Penalty: 4801.512207
	Iteration 54Q: 3 clusters Score -1897629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1897630.125000 Penalty: 4801.512207
	Iteration 55Q: 3 clusters Score -1897630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -1897631.125000 Penalty: 4801.512207
	Iteration 56Q: 3 clusters Score -1897631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1897631.875000 Penalty: 4801.512207
	Iteration 57Q: 3 clusters Score -1897632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1897635.125000 Penalty: 4801.512207
	Iteration 58Q: 3 clusters Score -1897635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1897639.500000 Penalty: 4801.512207
	Iteration 59Q: 3 clusters Score -1897640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1897640.500000 Penalty: 4801.512207
	Iteration 60F: 3 clusters Score -1897640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -1897642.250000 Penalty: 4801.512207
	Iteration 61Q: 3 clusters Score -1897642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1897644.500000 Penalty: 4801.512207
	Iteration 62Q: 3 clusters Score -1897644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1897644.500000 Penalty: 4801.512207
	Iteration 63F: 3 clusters Score -1897644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -156534.281250 Penalty: 1805.442017
	Iteration 0F: 2 clusters Score -156534.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -154254.296875 Penalty: 3610.884033
	Iteration 0F: 3 clusters Score -154254.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -154718.046875 Penalty: 3610.884033
	Iteration 1F: 3 clusters Score -154718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -154890.171875 Penalty: 3610.884033
	Iteration 2F: 3 clusters Score -154890.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -154996.984375 Penalty: 3610.884033
	Iteration 3F: 3 clusters Score -154997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -155058.625000 Penalty: 3610.884033
	Iteration 4Q: 3 clusters Score -155058.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -155101.500000 Penalty: 3610.884033
	Iteration 5Q: 3 clusters Score -155101.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -155130.000000 Penalty: 3610.884033
	Iteration 6Q: 3 clusters Score -155130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -155134.968750 Penalty: 3610.884033
	Iteration 7Q: 3 clusters Score -155135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -155137.546875 Penalty: 3610.884033
	Iteration 8Q: 3 clusters Score -155137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -155139.796875 Penalty: 3610.884033
	Iteration 9Q: 3 clusters Score -155139.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -155148.000000 Penalty: 3610.884033
	Iteration 10Q: 3 clusters Score -155148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -155155.218750 Penalty: 3610.884033
	Iteration 11Q: 3 clusters Score -155155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -155161.156250 Penalty: 3610.884033
	Iteration 12Q: 3 clusters Score -155161.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -155170.500000 Penalty: 3610.884033
	Iteration 13Q: 3 clusters Score -155170.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -155179.937500 Penalty: 3610.884033
	Iteration 14Q: 3 clusters Score -155179.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -155186.578125 Penalty: 3610.884033
	Iteration 15Q: 3 clusters Score -155186.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -155195.156250 Penalty: 3610.884033
	Iteration 16Q: 3 clusters Score -155195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -155201.093750 Penalty: 3610.884033
	Iteration 17Q: 3 clusters Score -155201.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -155201.906250 Penalty: 3610.884033
	Iteration 18Q: 3 clusters Score -155201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -155201.906250 Penalty: 3610.884033
	Iteration 19F: 3 clusters Score -155201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -32296.689453 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -32296.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31039.476562 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31039.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31157.841797 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31157.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31173.951172 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -31173.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31192.236328 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31192.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31199.517578 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31199.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31199.517578 Penalty: 2827.420166
	Iteration 5F: 3 clusters Score -31199.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 179034 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 23198 members 
Mstep: Class 10 contains 48886 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 13891 members 
Mstep: Class 14 contains 56096 members 
Mstep: Class 15 contains 133254 members 
Mstep: Class 16 contains 193909 members 
Mstep: Class 17 contains 12129 members 
Mstep: Class 18 contains 58423 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256762 members 
Mstep: Class 22 contains 89476 members 
Mstep: Class 23 contains 18615 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10321 members 
Mstep: Class 28 contains 129022 members 
Mstep: Class 29 contains 14832 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14068 members 
Mstep: Class 32 contains 178170 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 26998 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41629 members 
Mstep: Class 40 contains 57567 members 
Mstep: Class 41 contains 16002 members 
Mstep: Class 42 contains 1451 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977872.000000 Penalty: 154790.421875
Iteration 279Q: 44 clusters Score -2.259779e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 179030 members 
Mstep: Class 5 contains 185497 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5456 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 23196 members 
Mstep: Class 10 contains 48889 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11753 members 
Mstep: Class 13 contains 13890 members 
Mstep: Class 14 contains 56099 members 
Mstep: Class 15 contains 133259 members 
Mstep: Class 16 contains 193909 members 
Mstep: Class 17 contains 12128 members 
Mstep: Class 18 contains 58419 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256794 members 
Mstep: Class 22 contains 89448 members 
Mstep: Class 23 contains 18615 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7456 members 
Mstep: Class 27 contains 10323 members 
Mstep: Class 28 contains 129013 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14102 members 
Mstep: Class 32 contains 178210 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19990 members 
Mstep: Class 35 contains 26922 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41627 members 
Mstep: Class 40 contains 57568 members 
Mstep: Class 41 contains 16002 members 
Mstep: Class 42 contains 1452 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977872.000000 Penalty: 154790.421875
Iteration 280F: 44 clusters Score -2.259779e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179029 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5458 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 23197 members 
Mstep: Class 10 contains 48899 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 13888 members 
Mstep: Class 14 contains 56102 members 
Mstep: Class 15 contains 133261 members 
Mstep: Class 16 contains 193903 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 58406 members 
Mstep: Class 19 contains 13120 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256830 members 
Mstep: Class 22 contains 89421 members 
Mstep: Class 23 contains 18616 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 10327 members 
Mstep: Class 28 contains 129003 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14131 members 
Mstep: Class 32 contains 178225 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19988 members 
Mstep: Class 35 contains 26866 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41624 members 
Mstep: Class 40 contains 57569 members 
Mstep: Class 41 contains 16003 members 
Mstep: Class 42 contains 1455 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977808.000000 Penalty: 154790.421875
Iteration 281Q: 44 clusters Score -2.259778e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179030 members 
Mstep: Class 5 contains 185500 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 23196 members 
Mstep: Class 10 contains 48901 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11756 members 
Mstep: Class 13 contains 13888 members 
Mstep: Class 14 contains 56107 members 
Mstep: Class 15 contains 133261 members 
Mstep: Class 16 contains 193898 members 
Mstep: Class 17 contains 12132 members 
Mstep: Class 18 contains 58393 members 
Mstep: Class 19 contains 13122 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256845 members 
Mstep: Class 22 contains 89401 members 
Mstep: Class 23 contains 18616 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 10333 members 
Mstep: Class 28 contains 128995 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14154 members 
Mstep: Class 32 contains 178244 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19986 members 
Mstep: Class 35 contains 26832 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41622 members 
Mstep: Class 40 contains 57571 members 
Mstep: Class 41 contains 16003 members 
Mstep: Class 42 contains 1457 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977760.000000 Penalty: 154790.421875
Iteration 282Q: 44 clusters Score -2.259778e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179030 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5462 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 23195 members 
Mstep: Class 10 contains 48904 members 
Mstep: Class 11 contains 40623 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 13886 members 
Mstep: Class 14 contains 56110 members 
Mstep: Class 15 contains 133265 members 
Mstep: Class 16 contains 193886 members 
Mstep: Class 17 contains 12135 members 
Mstep: Class 18 contains 58386 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 256859 members 
Mstep: Class 22 contains 89380 members 
Mstep: Class 23 contains 18616 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 10336 members 
Mstep: Class 28 contains 128990 members 
Mstep: Class 29 contains 14835 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14168 members 
Mstep: Class 32 contains 178254 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 26817 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41615 members 
Mstep: Class 40 contains 57575 members 
Mstep: Class 41 contains 16002 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977920.000000 Penalty: 154790.421875
Iteration 283Q: 44 clusters Score -2.259779e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 179027 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5469 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 23194 members 
Mstep: Class 10 contains 48907 members 
Mstep: Class 11 contains 40620 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 13882 members 
Mstep: Class 14 contains 56114 members 
Mstep: Class 15 contains 133271 members 
Mstep: Class 16 contains 193880 members 
Mstep: Class 17 contains 12133 members 
Mstep: Class 18 contains 58371 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 256868 members 
Mstep: Class 22 contains 89366 members 
Mstep: Class 23 contains 18614 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128984 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14188 members 
Mstep: Class 32 contains 178268 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 26806 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41611 members 
Mstep: Class 40 contains 57579 members 
Mstep: Class 41 contains 16003 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978016.000000 Penalty: 154790.421875
Iteration 284Q: 44 clusters Score -2.25978e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179023 members 
Mstep: Class 5 contains 185501 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5470 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48911 members 
Mstep: Class 11 contains 40620 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 13883 members 
Mstep: Class 14 contains 56118 members 
Mstep: Class 15 contains 133272 members 
Mstep: Class 16 contains 193882 members 
Mstep: Class 17 contains 12132 members 
Mstep: Class 18 contains 58358 members 
Mstep: Class 19 contains 13118 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 256896 members 
Mstep: Class 22 contains 89348 members 
Mstep: Class 23 contains 18617 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128974 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14197 members 
Mstep: Class 32 contains 178273 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19988 members 
Mstep: Class 35 contains 26797 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41609 members 
Mstep: Class 40 contains 57581 members 
Mstep: Class 41 contains 16006 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977904.000000 Penalty: 154790.421875
Iteration 285Q: 44 clusters Score -2.259779e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 11905 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179021 members 
Mstep: Class 5 contains 185503 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5472 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48916 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 13881 members 
Mstep: Class 14 contains 56119 members 
Mstep: Class 15 contains 133271 members 
Mstep: Class 16 contains 193879 members 
Mstep: Class 17 contains 12131 members 
Mstep: Class 18 contains 58360 members 
Mstep: Class 19 contains 13117 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 256920 members 
Mstep: Class 22 contains 89330 members 
Mstep: Class 23 contains 18620 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36123 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10342 members 
Mstep: Class 28 contains 128967 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14210 members 
Mstep: Class 32 contains 178268 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 26777 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41610 members 
Mstep: Class 40 contains 57581 members 
Mstep: Class 41 contains 16010 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977984.000000 Penalty: 154790.421875
Iteration 286Q: 44 clusters Score -2.25978e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 179010 members 
Mstep: Class 5 contains 185503 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5476 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48919 members 
Mstep: Class 11 contains 40622 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 13876 members 
Mstep: Class 14 contains 56120 members 
Mstep: Class 15 contains 133279 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12133 members 
Mstep: Class 18 contains 58361 members 
Mstep: Class 19 contains 13115 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 256947 members 
Mstep: Class 22 contains 89306 members 
Mstep: Class 23 contains 18621 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36123 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128960 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14215 members 
Mstep: Class 32 contains 178266 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19987 members 
Mstep: Class 35 contains 26766 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41611 members 
Mstep: Class 40 contains 57582 members 
Mstep: Class 41 contains 16019 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977760.000000 Penalty: 154790.421875
Iteration 287Q: 44 clusters Score -2.259778e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 179010 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5482 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 23189 members 
Mstep: Class 10 contains 48926 members 
Mstep: Class 11 contains 40621 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 13876 members 
Mstep: Class 14 contains 56121 members 
Mstep: Class 15 contains 133282 members 
Mstep: Class 16 contains 193883 members 
Mstep: Class 17 contains 12133 members 
Mstep: Class 18 contains 58346 members 
Mstep: Class 19 contains 13113 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 256967 members 
Mstep: Class 22 contains 89290 members 
Mstep: Class 23 contains 18622 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128950 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14226 members 
Mstep: Class 32 contains 178271 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26755 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41610 members 
Mstep: Class 40 contains 57585 members 
Mstep: Class 41 contains 16020 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977904.000000 Penalty: 154790.421875
Iteration 288Q: 44 clusters Score -2.259779e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179009 members 
Mstep: Class 5 contains 185500 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 48938 members 
Mstep: Class 11 contains 40619 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 13877 members 
Mstep: Class 14 contains 56126 members 
Mstep: Class 15 contains 133282 members 
Mstep: Class 16 contains 193883 members 
Mstep: Class 17 contains 12135 members 
Mstep: Class 18 contains 58338 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 256982 members 
Mstep: Class 22 contains 89274 members 
Mstep: Class 23 contains 18622 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10337 members 
Mstep: Class 28 contains 128948 members 
Mstep: Class 29 contains 14833 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14236 members 
Mstep: Class 32 contains 178267 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 26747 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41607 members 
Mstep: Class 40 contains 57586 members 
Mstep: Class 41 contains 16021 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977888.000000 Penalty: 154790.421875
Iteration 289Q: 44 clusters Score -2.259779e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 11905 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179008 members 
Mstep: Class 5 contains 185500 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5481 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 48943 members 
Mstep: Class 11 contains 40618 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 13876 members 
Mstep: Class 14 contains 56127 members 
Mstep: Class 15 contains 133281 members 
Mstep: Class 16 contains 193884 members 
Mstep: Class 17 contains 12131 members 
Mstep: Class 18 contains 58340 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 256999 members 
Mstep: Class 22 contains 89264 members 
Mstep: Class 23 contains 18624 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10335 members 
Mstep: Class 28 contains 128944 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14245 members 
Mstep: Class 32 contains 178260 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 26738 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41603 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16023 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977872.000000 Penalty: 154790.421875
Iteration 290Q: 44 clusters Score -2.259779e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179010 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5483 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48947 members 
Mstep: Class 11 contains 40617 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 56128 members 
Mstep: Class 15 contains 133281 members 
Mstep: Class 16 contains 193886 members 
Mstep: Class 17 contains 12127 members 
Mstep: Class 18 contains 58337 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257029 members 
Mstep: Class 22 contains 89251 members 
Mstep: Class 23 contains 18625 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36114 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10333 members 
Mstep: Class 28 contains 128940 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14253 members 
Mstep: Class 32 contains 178255 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 26720 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41603 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16023 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978128.000000 Penalty: 154790.421875
Iteration 291Q: 44 clusters Score -2.259781e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 179005 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48949 members 
Mstep: Class 11 contains 40616 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 56129 members 
Mstep: Class 15 contains 133281 members 
Mstep: Class 16 contains 193886 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 58328 members 
Mstep: Class 19 contains 13113 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257068 members 
Mstep: Class 22 contains 89233 members 
Mstep: Class 23 contains 18626 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10332 members 
Mstep: Class 28 contains 128932 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14266 members 
Mstep: Class 32 contains 178255 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 26701 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41602 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16023 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977968.000000 Penalty: 154790.421875
Iteration 292Q: 44 clusters Score -2.25978e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 179005 members 
Mstep: Class 5 contains 185500 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5494 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48954 members 
Mstep: Class 11 contains 40615 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 56129 members 
Mstep: Class 15 contains 133280 members 
Mstep: Class 16 contains 193887 members 
Mstep: Class 17 contains 12124 members 
Mstep: Class 18 contains 58326 members 
Mstep: Class 19 contains 13113 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257095 members 
Mstep: Class 22 contains 89215 members 
Mstep: Class 23 contains 18628 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10333 members 
Mstep: Class 28 contains 128929 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14282 members 
Mstep: Class 32 contains 178247 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 26684 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41601 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978160.000000 Penalty: 154790.421875
Iteration 293Q: 44 clusters Score -2.259782e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11904 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 179003 members 
Mstep: Class 5 contains 185500 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48957 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 56129 members 
Mstep: Class 15 contains 133281 members 
Mstep: Class 16 contains 193886 members 
Mstep: Class 17 contains 12124 members 
Mstep: Class 18 contains 58320 members 
Mstep: Class 19 contains 13114 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257121 members 
Mstep: Class 22 contains 89203 members 
Mstep: Class 23 contains 18633 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10333 members 
Mstep: Class 28 contains 128931 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14299 members 
Mstep: Class 32 contains 178237 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 26670 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41600 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16023 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978080.000000 Penalty: 154790.421875
Iteration 294Q: 44 clusters Score -2.259781e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 11905 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 179003 members 
Mstep: Class 5 contains 185500 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48962 members 
Mstep: Class 11 contains 40615 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 56129 members 
Mstep: Class 15 contains 133280 members 
Mstep: Class 16 contains 193886 members 
Mstep: Class 17 contains 12124 members 
Mstep: Class 18 contains 58313 members 
Mstep: Class 19 contains 13113 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257149 members 
Mstep: Class 22 contains 89191 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36110 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10332 members 
Mstep: Class 28 contains 128929 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 14307 members 
Mstep: Class 32 contains 178229 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 26657 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41602 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16022 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977920.000000 Penalty: 154790.421875
Iteration 295Q: 44 clusters Score -2.259779e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 179002 members 
Mstep: Class 5 contains 185499 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48963 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 56128 members 
Mstep: Class 15 contains 133282 members 
Mstep: Class 16 contains 193888 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 58307 members 
Mstep: Class 19 contains 13111 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257178 members 
Mstep: Class 22 contains 89183 members 
Mstep: Class 23 contains 18638 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10332 members 
Mstep: Class 28 contains 128924 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9166 members 
Mstep: Class 31 contains 14311 members 
Mstep: Class 32 contains 178222 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 26644 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41602 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16021 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978016.000000 Penalty: 154790.421875
Iteration 296Q: 44 clusters Score -2.25978e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 178999 members 
Mstep: Class 5 contains 185502 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5493 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48966 members 
Mstep: Class 11 contains 40615 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 13873 members 
Mstep: Class 14 contains 56128 members 
Mstep: Class 15 contains 133286 members 
Mstep: Class 16 contains 193886 members 
Mstep: Class 17 contains 12124 members 
Mstep: Class 18 contains 58300 members 
Mstep: Class 19 contains 13107 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257204 members 
Mstep: Class 22 contains 89173 members 
Mstep: Class 23 contains 18638 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36111 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10332 members 
Mstep: Class 28 contains 128920 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 14316 members 
Mstep: Class 32 contains 178218 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 26632 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41603 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16022 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978048.000000 Penalty: 154790.421875
Iteration 297Q: 44 clusters Score -2.25978e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 178999 members 
Mstep: Class 5 contains 185503 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 23191 members 
Mstep: Class 10 contains 48971 members 
Mstep: Class 11 contains 40616 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 13871 members 
Mstep: Class 14 contains 56128 members 
Mstep: Class 15 contains 133288 members 
Mstep: Class 16 contains 193882 members 
Mstep: Class 17 contains 12120 members 
Mstep: Class 18 contains 58296 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257213 members 
Mstep: Class 22 contains 89164 members 
Mstep: Class 23 contains 18638 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10332 members 
Mstep: Class 28 contains 128920 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 14328 members 
Mstep: Class 32 contains 178215 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26626 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41604 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978112.000000 Penalty: 154790.421875
Iteration 298Q: 44 clusters Score -2.259781e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 179000 members 
Mstep: Class 5 contains 185503 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 48975 members 
Mstep: Class 11 contains 40618 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 13869 members 
Mstep: Class 14 contains 56128 members 
Mstep: Class 15 contains 133291 members 
Mstep: Class 16 contains 193882 members 
Mstep: Class 17 contains 12122 members 
Mstep: Class 18 contains 58289 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257225 members 
Mstep: Class 22 contains 89153 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10335 members 
Mstep: Class 28 contains 128918 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9166 members 
Mstep: Class 31 contains 14343 members 
Mstep: Class 32 contains 178214 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26605 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41605 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978064.000000 Penalty: 154790.421875
Iteration 299Q: 44 clusters Score -2.259781e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 179000 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 48978 members 
Mstep: Class 11 contains 40619 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 13866 members 
Mstep: Class 14 contains 56128 members 
Mstep: Class 15 contains 133297 members 
Mstep: Class 16 contains 193880 members 
Mstep: Class 17 contains 12120 members 
Mstep: Class 18 contains 58283 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257242 members 
Mstep: Class 22 contains 89136 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128918 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 14354 members 
Mstep: Class 32 contains 178218 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26589 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41607 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978208.000000 Penalty: 154790.421875
Iteration 300F: 44 clusters Score -2.259782e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 178999 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 11 contains 40619 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 13863 members 
Mstep: Class 14 contains 56127 members 
Mstep: Class 15 contains 133306 members 
Mstep: Class 16 contains 193882 members 
Mstep: Class 17 contains 12120 members 
Mstep: Class 18 contains 58278 members 
Mstep: Class 19 contains 13100 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257259 members 
Mstep: Class 22 contains 89124 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128920 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 14368 members 
Mstep: Class 32 contains 178220 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26570 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1095 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41606 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978160.000000 Penalty: 154790.421875
Iteration 301Q: 44 clusters Score -2.259782e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 178998 members 
Mstep: Class 5 contains 185506 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5490 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23190 members 
Mstep: Class 10 contains 48974 members 
Mstep: Class 11 contains 40619 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 13859 members 
Mstep: Class 14 contains 56127 members 
Mstep: Class 15 contains 133304 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12121 members 
Mstep: Class 18 contains 58274 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257279 members 
Mstep: Class 22 contains 89115 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128921 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9167 members 
Mstep: Class 31 contains 14375 members 
Mstep: Class 32 contains 178222 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26556 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1096 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41607 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978048.000000 Penalty: 154790.421875
Iteration 302Q: 44 clusters Score -2.25978e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 178998 members 
Mstep: Class 5 contains 185506 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23189 members 
Mstep: Class 10 contains 48971 members 
Mstep: Class 11 contains 40619 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 13856 members 
Mstep: Class 14 contains 56129 members 
Mstep: Class 15 contains 133305 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12120 members 
Mstep: Class 18 contains 58276 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257299 members 
Mstep: Class 22 contains 89111 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128920 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14379 members 
Mstep: Class 32 contains 178217 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 26542 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1096 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41605 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978000.000000 Penalty: 154790.421875
Iteration 303Q: 44 clusters Score -2.25978e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 178998 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5494 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23189 members 
Mstep: Class 10 contains 48971 members 
Mstep: Class 11 contains 40617 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 56129 members 
Mstep: Class 15 contains 133308 members 
Mstep: Class 16 contains 193880 members 
Mstep: Class 17 contains 12119 members 
Mstep: Class 18 contains 58271 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257308 members 
Mstep: Class 22 contains 89109 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128921 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14386 members 
Mstep: Class 32 contains 178217 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19982 members 
Mstep: Class 35 contains 26534 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1098 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41605 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978048.000000 Penalty: 154790.421875
Iteration 304Q: 44 clusters Score -2.25978e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 179004 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5494 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 23188 members 
Mstep: Class 10 contains 48971 members 
Mstep: Class 11 contains 40617 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 56130 members 
Mstep: Class 15 contains 133309 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12117 members 
Mstep: Class 18 contains 58273 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257326 members 
Mstep: Class 22 contains 89105 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36112 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128911 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14390 members 
Mstep: Class 32 contains 178212 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26522 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1098 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41603 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978048.000000 Penalty: 154790.421875
Iteration 305Q: 44 clusters Score -2.25978e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11908 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 179004 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5494 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 23188 members 
Mstep: Class 10 contains 48971 members 
Mstep: Class 11 contains 40618 members 
Mstep: Class 12 contains 11766 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 56131 members 
Mstep: Class 15 contains 133312 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12116 members 
Mstep: Class 18 contains 58275 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257341 members 
Mstep: Class 22 contains 89100 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128904 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14391 members 
Mstep: Class 32 contains 178204 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26516 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1098 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41603 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977888.000000 Penalty: 154790.421875
Iteration 306Q: 44 clusters Score -2.259779e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 179001 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5495 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 23188 members 
Mstep: Class 10 contains 48969 members 
Mstep: Class 11 contains 40618 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133316 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12113 members 
Mstep: Class 18 contains 58273 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257356 members 
Mstep: Class 22 contains 89095 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10340 members 
Mstep: Class 28 contains 128893 members 
Mstep: Class 29 contains 14834 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14395 members 
Mstep: Class 32 contains 178205 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26507 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1098 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41602 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978016.000000 Penalty: 154790.421875
Iteration 307Q: 44 clusters Score -2.25978e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 178994 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5497 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48968 members 
Mstep: Class 11 contains 40619 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133323 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12111 members 
Mstep: Class 18 contains 58274 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257374 members 
Mstep: Class 22 contains 89085 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10340 members 
Mstep: Class 28 contains 128890 members 
Mstep: Class 29 contains 14835 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14400 members 
Mstep: Class 32 contains 178204 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26495 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41603 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977840.000000 Penalty: 154790.421875
Iteration 308Q: 44 clusters Score -2.259778e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 178994 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48964 members 
Mstep: Class 11 contains 40617 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 56135 members 
Mstep: Class 15 contains 133327 members 
Mstep: Class 16 contains 193880 members 
Mstep: Class 17 contains 12111 members 
Mstep: Class 18 contains 58272 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257387 members 
Mstep: Class 22 contains 89074 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36113 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128890 members 
Mstep: Class 29 contains 14836 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14399 members 
Mstep: Class 32 contains 178209 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26488 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41602 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16023 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977728.000000 Penalty: 154790.421875
Iteration 309Q: 44 clusters Score -2.259777e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 5926 members 
Mstep: Class 4 contains 178991 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5499 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48963 members 
Mstep: Class 11 contains 40615 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56136 members 
Mstep: Class 15 contains 133328 members 
Mstep: Class 16 contains 193882 members 
Mstep: Class 17 contains 12112 members 
Mstep: Class 18 contains 58268 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257399 members 
Mstep: Class 22 contains 89069 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36114 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128886 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14400 members 
Mstep: Class 32 contains 178217 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26479 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41599 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16024 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977664.000000 Penalty: 154790.421875
Iteration 310Q: 44 clusters Score -2.259777e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 5930 members 
Mstep: Class 4 contains 178986 members 
Mstep: Class 5 contains 185508 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5500 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48964 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133330 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12112 members 
Mstep: Class 18 contains 58266 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257420 members 
Mstep: Class 22 contains 89058 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128884 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14404 members 
Mstep: Class 32 contains 178220 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26467 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41592 members 
Mstep: Class 40 contains 57589 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 311Q: 44 clusters Score -2.259776e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 5936 members 
Mstep: Class 4 contains 178987 members 
Mstep: Class 5 contains 185508 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48967 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133334 members 
Mstep: Class 16 contains 193880 members 
Mstep: Class 17 contains 12111 members 
Mstep: Class 18 contains 58264 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 257432 members 
Mstep: Class 22 contains 89043 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 128882 members 
Mstep: Class 29 contains 14839 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14408 members 
Mstep: Class 32 contains 178223 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26459 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41586 members 
Mstep: Class 40 contains 57588 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1458 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977744.000000 Penalty: 154790.421875
Iteration 312Q: 44 clusters Score -2.259777e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11914 members 
Mstep: Class 3 contains 5944 members 
Mstep: Class 4 contains 178985 members 
Mstep: Class 5 contains 185510 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48967 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56136 members 
Mstep: Class 15 contains 133336 members 
Mstep: Class 16 contains 193878 members 
Mstep: Class 17 contains 12108 members 
Mstep: Class 18 contains 58265 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 257443 members 
Mstep: Class 22 contains 89032 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128882 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14407 members 
Mstep: Class 32 contains 178227 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26455 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41579 members 
Mstep: Class 40 contains 57587 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 313Q: 44 clusters Score -2.259776e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178980 members 
Mstep: Class 5 contains 185507 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48964 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133342 members 
Mstep: Class 16 contains 193880 members 
Mstep: Class 17 contains 12108 members 
Mstep: Class 18 contains 58267 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7075 members 
Mstep: Class 21 contains 257455 members 
Mstep: Class 22 contains 89010 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10342 members 
Mstep: Class 28 contains 128880 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14412 members 
Mstep: Class 32 contains 178235 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26449 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41577 members 
Mstep: Class 40 contains 57590 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977664.000000 Penalty: 154790.421875
Iteration 314Q: 44 clusters Score -2.259777e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11915 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178975 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48964 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133348 members 
Mstep: Class 16 contains 193882 members 
Mstep: Class 17 contains 12108 members 
Mstep: Class 18 contains 58266 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257473 members 
Mstep: Class 22 contains 88988 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10342 members 
Mstep: Class 28 contains 128878 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14420 members 
Mstep: Class 32 contains 178240 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26440 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41575 members 
Mstep: Class 40 contains 57592 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977664.000000 Penalty: 154790.421875
Iteration 315Q: 44 clusters Score -2.259777e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178973 members 
Mstep: Class 5 contains 185504 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48968 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13854 members 
Mstep: Class 14 contains 56135 members 
Mstep: Class 15 contains 133350 members 
Mstep: Class 16 contains 193881 members 
Mstep: Class 17 contains 12108 members 
Mstep: Class 18 contains 58265 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257491 members 
Mstep: Class 22 contains 88976 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10340 members 
Mstep: Class 28 contains 128878 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14424 members 
Mstep: Class 32 contains 178235 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26435 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41572 members 
Mstep: Class 40 contains 57595 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977680.000000 Penalty: 154790.421875
Iteration 316Q: 44 clusters Score -2.259777e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178973 members 
Mstep: Class 5 contains 185505 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48969 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133350 members 
Mstep: Class 16 contains 193880 members 
Mstep: Class 17 contains 12107 members 
Mstep: Class 18 contains 58264 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257500 members 
Mstep: Class 22 contains 88966 members 
Mstep: Class 23 contains 18640 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128876 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14430 members 
Mstep: Class 32 contains 178241 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26426 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41572 members 
Mstep: Class 40 contains 57597 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977792.000000 Penalty: 154790.421875
Iteration 317Q: 44 clusters Score -2.259778e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11914 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178973 members 
Mstep: Class 5 contains 185506 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133350 members 
Mstep: Class 16 contains 193879 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 58265 members 
Mstep: Class 19 contains 13102 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257501 members 
Mstep: Class 22 contains 88955 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10340 members 
Mstep: Class 28 contains 128877 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14429 members 
Mstep: Class 32 contains 178254 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26422 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41572 members 
Mstep: Class 40 contains 57599 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977728.000000 Penalty: 154790.421875
Iteration 318Q: 44 clusters Score -2.259777e+08 nChanged 75
Entering ConstructFrom: 
Score: -225977728.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (59610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Entering Unmasked Estep 
Score: -6921473.500000 Penalty: 2726.903564
	Iteration 0F: 2 clusters Score -6921474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -6881339.500000 Penalty: 5453.807129
	Iteration 0F: 3 clusters Score -6881340 nChanged 27758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -6896786.500000 Penalty: 5453.807129
	Iteration 1F: 3 clusters Score -6896786 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -6897485.500000 Penalty: 5453.807129
	Iteration 2Q: 3 clusters Score -6897486 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -6898470.500000 Penalty: 5453.807129
	Iteration 3Q: 3 clusters Score -6898470 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -6900027.000000 Penalty: 5453.807129
	Iteration 4F: 3 clusters Score -6900027 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -6902657.000000 Penalty: 5453.807129
	Iteration 5F: 3 clusters Score -6902657 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6906776.000000 Penalty: 5453.807129
	Iteration 6F: 3 clusters Score -6906776 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6911522.500000 Penalty: 5453.807129
	Iteration 7F: 3 clusters Score -6911522 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -6915131.500000 Penalty: 5453.807129
	Iteration 8F: 3 clusters Score -6915132 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -6917168.500000 Penalty: 5453.807129
	Iteration 9Q: 3 clusters Score -6917168 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 57752 members 
Entering Unmasked Estep 
Score: -6918237.500000 Penalty: 5453.807129
	Iteration 10Q: 3 clusters Score -6918238 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -6918766.500000 Penalty: 5453.807129
	Iteration 11Q: 3 clusters Score -6918766 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -6919019.500000 Penalty: 5453.807129
	Iteration 12Q: 3 clusters Score -6919020 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -6919150.500000 Penalty: 5453.807129
	Iteration 13Q: 3 clusters Score -6919150 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -6919204.500000 Penalty: 5453.807129
	Iteration 14Q: 3 clusters Score -6919204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -6919226.000000 Penalty: 5453.807129
	Iteration 15Q: 3 clusters Score -6919226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -6919251.500000 Penalty: 5453.807129
	Iteration 16Q: 3 clusters Score -6919252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -6919251.500000 Penalty: 5453.807129
	Iteration 17Q: 3 clusters Score -6919252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -6919251.500000 Penalty: 5453.807129
	Iteration 18Q: 3 clusters Score -6919252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -6919264.500000 Penalty: 5453.807129
	Iteration 19Q: 3 clusters Score -6919264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -6919270.000000 Penalty: 5453.807129
	Iteration 20F: 3 clusters Score -6919270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -6919268.500000 Penalty: 5453.807129
	Iteration 21Q: 3 clusters Score -6919268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -6919278.000000 Penalty: 5453.807129
	Iteration 22Q: 3 clusters Score -6919278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -6919284.500000 Penalty: 5453.807129
	Iteration 23Q: 3 clusters Score -6919284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -6919297.500000 Penalty: 5453.807129
	Iteration 24Q: 3 clusters Score -6919298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -6919303.500000 Penalty: 5453.807129
	Iteration 25Q: 3 clusters Score -6919304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -6919302.000000 Penalty: 5453.807129
	Iteration 26Q: 3 clusters Score -6919302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -6919314.000000 Penalty: 5453.807129
	Iteration 27Q: 3 clusters Score -6919314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -6919316.000000 Penalty: 5453.807129
	Iteration 28Q: 3 clusters Score -6919316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -6919313.500000 Penalty: 5453.807129
	Iteration 29Q: 3 clusters Score -6919314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -6919314.500000 Penalty: 5453.807129
	Iteration 30Q: 3 clusters Score -6919314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -6919316.500000 Penalty: 5453.807129
	Iteration 31Q: 3 clusters Score -6919316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -6919325.500000 Penalty: 5453.807129
	Iteration 32Q: 3 clusters Score -6919326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -6919322.500000 Penalty: 5453.807129
	Iteration 33Q: 3 clusters Score -6919322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -6919328.000000 Penalty: 5453.807129
	Iteration 34Q: 3 clusters Score -6919328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -6919329.000000 Penalty: 5453.807129
	Iteration 35Q: 3 clusters Score -6919329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -6919328.500000 Penalty: 5453.807129
	Iteration 36Q: 3 clusters Score -6919328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -6919328.500000 Penalty: 5453.807129
	Iteration 37F: 3 clusters Score -6919328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Entering Unmasked Estep 
Score: -1370828.250000 Penalty: 2327.658936
	Iteration 0F: 2 clusters Score -1370828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1361915.625000 Penalty: 4655.317871
	Iteration 0F: 3 clusters Score -1361916 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1364532.750000 Penalty: 4655.317871
	Iteration 1F: 3 clusters Score -1364533 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1364876.125000 Penalty: 4655.317871
	Iteration 2F: 3 clusters Score -1364876 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1365148.375000 Penalty: 4655.317871
	Iteration 3F: 3 clusters Score -1365148 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1365388.500000 Penalty: 4655.317871
	Iteration 4Q: 3 clusters Score -1365388 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1365671.250000 Penalty: 4655.317871
	Iteration 5Q: 3 clusters Score -1365671 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1365991.000000 Penalty: 4655.317871
	Iteration 6Q: 3 clusters Score -1365991 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1366350.500000 Penalty: 4655.317871
	Iteration 7F: 3 clusters Score -1366350 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1366719.375000 Penalty: 4655.317871
	Iteration 8Q: 3 clusters Score -1366719 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1367128.875000 Penalty: 4655.317871
	Iteration 9Q: 3 clusters Score -1367129 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1367463.000000 Penalty: 4655.317871
	Iteration 10Q: 3 clusters Score -1367463 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1367766.750000 Penalty: 4655.317871
	Iteration 11Q: 3 clusters Score -1367767 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1368018.750000 Penalty: 4655.317871
	Iteration 12Q: 3 clusters Score -1368019 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1368239.625000 Penalty: 4655.317871
	Iteration 13Q: 3 clusters Score -1368240 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1368409.125000 Penalty: 4655.317871
	Iteration 14Q: 3 clusters Score -1368409 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1368541.500000 Penalty: 4655.317871
	Iteration 15Q: 3 clusters Score -1368542 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1368635.250000 Penalty: 4655.317871
	Iteration 16Q: 3 clusters Score -1368635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1368714.625000 Penalty: 4655.317871
	Iteration 17Q: 3 clusters Score -1368715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1368789.875000 Penalty: 4655.317871
	Iteration 18Q: 3 clusters Score -1368790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1368849.000000 Penalty: 4655.317871
	Iteration 19Q: 3 clusters Score -1368849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1368922.375000 Penalty: 4655.317871
	Iteration 20F: 3 clusters Score -1368922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1368986.625000 Penalty: 4655.317871
	Iteration 21Q: 3 clusters Score -1368987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1369057.125000 Penalty: 4655.317871
	Iteration 22Q: 3 clusters Score -1369057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1369113.625000 Penalty: 4655.317871
	Iteration 23Q: 3 clusters Score -1369114 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1369162.875000 Penalty: 4655.317871
	Iteration 24Q: 3 clusters Score -1369163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1369205.750000 Penalty: 4655.317871
	Iteration 25Q: 3 clusters Score -1369206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1369248.750000 Penalty: 4655.317871
	Iteration 26Q: 3 clusters Score -1369249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1369274.375000 Penalty: 4655.317871
	Iteration 27Q: 3 clusters Score -1369274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1369291.375000 Penalty: 4655.317871
	Iteration 28Q: 3 clusters Score -1369291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1369307.375000 Penalty: 4655.317871
	Iteration 29Q: 3 clusters Score -1369307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1369324.500000 Penalty: 4655.317871
	Iteration 30Q: 3 clusters Score -1369324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1369336.250000 Penalty: 4655.317871
	Iteration 31Q: 3 clusters Score -1369336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1369339.500000 Penalty: 4655.317871
	Iteration 32Q: 3 clusters Score -1369340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1369345.000000 Penalty: 4655.317871
	Iteration 33Q: 3 clusters Score -1369345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1369345.875000 Penalty: 4655.317871
	Iteration 34Q: 3 clusters Score -1369346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1369348.500000 Penalty: 4655.317871
	Iteration 35Q: 3 clusters Score -1369348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1369350.250000 Penalty: 4655.317871
	Iteration 36Q: 3 clusters Score -1369350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1369353.500000 Penalty: 4655.317871
	Iteration 37Q: 3 clusters Score -1369354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1369353.375000 Penalty: 4655.317871
	Iteration 38Q: 3 clusters Score -1369353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1369355.750000 Penalty: 4655.317871
	Iteration 39Q: 3 clusters Score -1369356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1369357.250000 Penalty: 4655.317871
	Iteration 40F: 3 clusters Score -1369357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1369357.625000 Penalty: 4655.317871
	Iteration 41Q: 3 clusters Score -1369358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1369356.500000 Penalty: 4655.317871
	Iteration 42Q: 3 clusters Score -1369356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1369356.375000 Penalty: 4655.317871
	Iteration 43Q: 3 clusters Score -1369356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1369360.000000 Penalty: 4655.317871
	Iteration 44Q: 3 clusters Score -1369360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1369360.000000 Penalty: 4655.317871
	Iteration 45F: 3 clusters Score -1369360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -665885.750000 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -665885.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -660815.125000 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -660815.1 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -662089.750000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -662089.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -662321.937500 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -662321.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -662466.937500 Penalty: 4310.725098
	Iteration 3Q: 3 clusters Score -662466.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -662578.562500 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -662578.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -662681.187500 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -662681.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -662748.937500 Penalty: 4310.725098
	Iteration 6Q: 3 clusters Score -662748.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -662809.312500 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -662809.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -662873.125000 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -662873.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -662929.437500 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -662929.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -662982.562500 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -662982.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -663033.812500 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -663033.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -663094.062500 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -663094.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -663152.562500 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -663152.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -663210.437500 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -663210.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -663269.375000 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -663269.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -663326.500000 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -663326.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -663390.875000 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -663390.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -663445.687500 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -663445.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -663504.562500 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -663504.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -663559.500000 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -663559.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -663612.625000 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -663612.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -663658.000000 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -663658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -663701.250000 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -663701.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -663745.625000 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -663745.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -663794.937500 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -663794.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -663856.687500 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -663856.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -663909.312500 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -663909.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -663958.187500 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -663958.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -663999.437500 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -663999.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -664048.375000 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -664048.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -664099.875000 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -664099.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -664137.250000 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -664137.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -664161.500000 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -664161.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -664185.625000 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -664185.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -664211.812500 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -664211.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -664234.000000 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -664234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -664252.937500 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -664252.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -664260.187500 Penalty: 4310.725098
	Iteration 38Q: 3 clusters Score -664260.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -664266.062500 Penalty: 4310.725098
	Iteration 39Q: 3 clusters Score -664266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -664271.437500 Penalty: 4310.725098
	Iteration 40F: 3 clusters Score -664271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -664275.062500 Penalty: 4310.725098
	Iteration 41Q: 3 clusters Score -664275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -664277.000000 Penalty: 4310.725098
	Iteration 42Q: 3 clusters Score -664277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -664278.937500 Penalty: 4310.725098
	Iteration 43Q: 3 clusters Score -664278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -664279.312500 Penalty: 4310.725098
	Iteration 44Q: 3 clusters Score -664279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -664281.250000 Penalty: 4310.725098
	Iteration 45Q: 3 clusters Score -664281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -664282.312500 Penalty: 4310.725098
	Iteration 46Q: 3 clusters Score -664282.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -664284.937500 Penalty: 4310.725098
	Iteration 47Q: 3 clusters Score -664284.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -664285.500000 Penalty: 4310.725098
	Iteration 48Q: 3 clusters Score -664285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -664287.000000 Penalty: 4310.725098
	Iteration 49Q: 3 clusters Score -664287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -664288.312500 Penalty: 4310.725098
	Iteration 50Q: 3 clusters Score -664288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -664290.937500 Penalty: 4310.725098
	Iteration 51Q: 3 clusters Score -664290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -664292.375000 Penalty: 4310.725098
	Iteration 52Q: 3 clusters Score -664292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -664295.437500 Penalty: 4310.725098
	Iteration 53Q: 3 clusters Score -664295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -664295.437500 Penalty: 4310.725098
	Iteration 54Q: 3 clusters Score -664295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -664295.437500 Penalty: 4310.725098
	Iteration 55F: 3 clusters Score -664295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Entering Unmasked Estep 
Score: -20719834.000000 Penalty: 2999.556396
	Iteration 0F: 2 clusters Score -2.071983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 89342 members 
Entering Unmasked Estep 
Score: -20600280.000000 Penalty: 5999.112793
	Iteration 0F: 3 clusters Score -2.060028e+07 nChanged 86138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 87012 members 
Entering Unmasked Estep 
Score: -20651038.000000 Penalty: 5999.112793
	Iteration 1F: 3 clusters Score -2.065104e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -20652380.000000 Penalty: 5999.112793
	Iteration 2Q: 3 clusters Score -2.065238e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -20653764.000000 Penalty: 5999.112793
	Iteration 3Q: 3 clusters Score -2.065376e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -20655610.000000 Penalty: 5999.112793
	Iteration 4Q: 3 clusters Score -2.065561e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105243 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -20658396.000000 Penalty: 5999.112793
	Iteration 5Q: 3 clusters Score -2.06584e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -20663232.000000 Penalty: 5999.112793
	Iteration 6F: 3 clusters Score -2.066323e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125774 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -20671854.000000 Penalty: 5999.112793
	Iteration 7F: 3 clusters Score -2.067185e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -20684262.000000 Penalty: 5999.112793
	Iteration 8F: 3 clusters Score -2.068426e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155049 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -20697966.000000 Penalty: 5999.112793
	Iteration 9F: 3 clusters Score -2.069797e+07 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165740 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -20708066.000000 Penalty: 5999.112793
	Iteration 10F: 3 clusters Score -2.070807e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -20713396.000000 Penalty: 5999.112793
	Iteration 11Q: 3 clusters Score -2.07134e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174718 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -20715816.000000 Penalty: 5999.112793
	Iteration 12Q: 3 clusters Score -2.071582e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176079 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -20716778.000000 Penalty: 5999.112793
	Iteration 13Q: 3 clusters Score -2.071678e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176715 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -20717234.000000 Penalty: 5999.112793
	Iteration 14Q: 3 clusters Score -2.071723e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -20717398.000000 Penalty: 5999.112793
	Iteration 15Q: 3 clusters Score -2.07174e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177206 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20717474.000000 Penalty: 5999.112793
	Iteration 16Q: 3 clusters Score -2.071747e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177317 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20717534.000000 Penalty: 5999.112793
	Iteration 17Q: 3 clusters Score -2.071753e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177398 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -20717574.000000 Penalty: 5999.112793
	Iteration 18Q: 3 clusters Score -2.071757e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177457 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -20717584.000000 Penalty: 5999.112793
	Iteration 19Q: 3 clusters Score -2.071758e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177510 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20717616.000000 Penalty: 5999.112793
	Iteration 20F: 3 clusters Score -2.071762e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177565 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20717628.000000 Penalty: 5999.112793
	Iteration 21Q: 3 clusters Score -2.071763e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177596 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20717634.000000 Penalty: 5999.112793
	Iteration 22Q: 3 clusters Score -2.071763e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177622 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20717672.000000 Penalty: 5999.112793
	Iteration 23Q: 3 clusters Score -2.071767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20717686.000000 Penalty: 5999.112793
	Iteration 24Q: 3 clusters Score -2.071769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177672 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -20717670.000000 Penalty: 5999.112793
	Iteration 25Q: 3 clusters Score -2.071767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177680 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20717676.000000 Penalty: 5999.112793
	Iteration 26Q: 3 clusters Score -2.071768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177687 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20717670.000000 Penalty: 5999.112793
	Iteration 27Q: 3 clusters Score -2.071767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177693 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -20717696.000000 Penalty: 5999.112793
	Iteration 28Q: 3 clusters Score -2.07177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -20717706.000000 Penalty: 5999.112793
	Iteration 29Q: 3 clusters Score -2.071771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -20717706.000000 Penalty: 5999.112793
	Iteration 30Q: 3 clusters Score -2.071771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -20717702.000000 Penalty: 5999.112793
	Iteration 31Q: 3 clusters Score -2.07177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177733 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -20717714.000000 Penalty: 5999.112793
	Iteration 32Q: 3 clusters Score -2.071771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177746 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -20717716.000000 Penalty: 5999.112793
	Iteration 33Q: 3 clusters Score -2.071772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -20717724.000000 Penalty: 5999.112793
	Iteration 34Q: 3 clusters Score -2.071772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177767 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -20717724.000000 Penalty: 5999.112793
	Iteration 35Q: 3 clusters Score -2.071772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177770 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20717734.000000 Penalty: 5999.112793
	Iteration 36Q: 3 clusters Score -2.071773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177782 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20717720.000000 Penalty: 5999.112793
	Iteration 37Q: 3 clusters Score -2.071772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177791 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -20717728.000000 Penalty: 5999.112793
	Iteration 38Q: 3 clusters Score -2.071773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177797 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20717732.000000 Penalty: 5999.112793
	Iteration 39Q: 3 clusters Score -2.071773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177800 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20717728.000000 Penalty: 5999.112793
	Iteration 40F: 3 clusters Score -2.071773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177801 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20717738.000000 Penalty: 5999.112793
	Iteration 41Q: 3 clusters Score -2.071774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20717732.000000 Penalty: 5999.112793
	Iteration 42Q: 3 clusters Score -2.071773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -20717734.000000 Penalty: 5999.112793
	Iteration 43Q: 3 clusters Score -2.071773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20717730.000000 Penalty: 5999.112793
	Iteration 44Q: 3 clusters Score -2.071773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20717730.000000 Penalty: 5999.112793
	Iteration 45Q: 3 clusters Score -2.071773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177811 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20717744.000000 Penalty: 5999.112793
	Iteration 46Q: 3 clusters Score -2.071774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177810 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20717734.000000 Penalty: 5999.112793
	Iteration 47Q: 3 clusters Score -2.071773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177811 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -20717742.000000 Penalty: 5999.112793
	Iteration 48Q: 3 clusters Score -2.071774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20717760.000000 Penalty: 5999.112793
	Iteration 49Q: 3 clusters Score -2.071776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -20717752.000000 Penalty: 5999.112793
	Iteration 50Q: 3 clusters Score -2.071775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177809 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20717746.000000 Penalty: 5999.112793
	Iteration 51Q: 3 clusters Score -2.071775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177809 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20717746.000000 Penalty: 5999.112793
	Iteration 52F: 3 clusters Score -2.071775e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185506 members 
Entering Unmasked Estep 
Score: -21776024.000000 Penalty: 3008.448975
	Iteration 0F: 2 clusters Score -2.177602e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -21657518.000000 Penalty: 6016.897949
	Iteration 0F: 3 clusters Score -2.165752e+07 nChanged 88920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -21710070.000000 Penalty: 6016.897949
	Iteration 1F: 3 clusters Score -2.171007e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 85209 members 
Entering Unmasked Estep 
Score: -21711936.000000 Penalty: 6016.897949
	Iteration 2Q: 3 clusters Score -2.171194e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105014 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -21714794.000000 Penalty: 6016.897949
	Iteration 3Q: 3 clusters Score -2.171479e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -21718788.000000 Penalty: 6016.897949
	Iteration 4Q: 3 clusters Score -2.171879e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 63886 members 
Entering Unmasked Estep 
Score: -21725580.000000 Penalty: 6016.897949
	Iteration 5F: 3 clusters Score -2.172558e+07 nChanged 13472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134014 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -21734904.000000 Penalty: 6016.897949
	Iteration 6F: 3 clusters Score -2.17349e+07 nChanged 14240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147702 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -21746098.000000 Penalty: 6016.897949
	Iteration 7F: 3 clusters Score -2.17461e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -21756968.000000 Penalty: 6016.897949
	Iteration 8F: 3 clusters Score -2.175697e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -21764812.000000 Penalty: 6016.897949
	Iteration 9F: 3 clusters Score -2.176481e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178675 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -21769062.000000 Penalty: 6016.897949
	Iteration 10Q: 3 clusters Score -2.176906e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182444 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -21771416.000000 Penalty: 6016.897949
	Iteration 11Q: 3 clusters Score -2.177142e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184066 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -21772512.000000 Penalty: 6016.897949
	Iteration 12Q: 3 clusters Score -2.177251e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184643 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21772998.000000 Penalty: 6016.897949
	Iteration 13Q: 3 clusters Score -2.1773e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184859 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -21773202.000000 Penalty: 6016.897949
	Iteration 14Q: 3 clusters Score -2.17732e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184969 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -21773312.000000 Penalty: 6016.897949
	Iteration 15Q: 3 clusters Score -2.177331e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185019 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21773354.000000 Penalty: 6016.897949
	Iteration 16Q: 3 clusters Score -2.177335e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185037 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21773376.000000 Penalty: 6016.897949
	Iteration 17Q: 3 clusters Score -2.177338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185049 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21773414.000000 Penalty: 6016.897949
	Iteration 18Q: 3 clusters Score -2.177341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185060 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -21773422.000000 Penalty: 6016.897949
	Iteration 19Q: 3 clusters Score -2.177342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185070 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21773438.000000 Penalty: 6016.897949
	Iteration 20F: 3 clusters Score -2.177344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185076 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -21773452.000000 Penalty: 6016.897949
	Iteration 21Q: 3 clusters Score -2.177345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185082 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -21773458.000000 Penalty: 6016.897949
	Iteration 22Q: 3 clusters Score -2.177346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185083 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21773468.000000 Penalty: 6016.897949
	Iteration 23Q: 3 clusters Score -2.177347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185082 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -21773476.000000 Penalty: 6016.897949
	Iteration 24Q: 3 clusters Score -2.177348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185079 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21773482.000000 Penalty: 6016.897949
	Iteration 25Q: 3 clusters Score -2.177348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185083 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -21773472.000000 Penalty: 6016.897949
	Iteration 26Q: 3 clusters Score -2.177347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185084 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21773484.000000 Penalty: 6016.897949
	Iteration 27Q: 3 clusters Score -2.177348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185085 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21773478.000000 Penalty: 6016.897949
	Iteration 28Q: 3 clusters Score -2.177348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185087 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21773484.000000 Penalty: 6016.897949
	Iteration 29Q: 3 clusters Score -2.177348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185088 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -21773486.000000 Penalty: 6016.897949
	Iteration 30Q: 3 clusters Score -2.177349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185090 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21773496.000000 Penalty: 6016.897949
	Iteration 31Q: 3 clusters Score -2.17735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185091 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21773496.000000 Penalty: 6016.897949
	Iteration 32Q: 3 clusters Score -2.17735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185092 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -21773510.000000 Penalty: 6016.897949
	Iteration 33Q: 3 clusters Score -2.177351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185091 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -21773504.000000 Penalty: 6016.897949
	Iteration 34Q: 3 clusters Score -2.17735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185089 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21773496.000000 Penalty: 6016.897949
	Iteration 35Q: 3 clusters Score -2.17735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185089 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21773496.000000 Penalty: 6016.897949
	Iteration 36F: 3 clusters Score -2.17735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -85101.687500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -85101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83388.390625 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -83388.39 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83837.117188 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -83837.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -84140.414062 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -84140.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84358.500000 Penalty: 3339.176514
	Iteration 3F: 3 clusters Score -84358.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -84878.234375 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -84878.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85297.468750 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -85297.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85370.976562 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -85370.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85409.601562 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -85409.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85448.750000 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -85448.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85476.757812 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -85476.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85506.562500 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -85506.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85543.320312 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -85543.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85572.101562 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -85572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85593.718750 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -85593.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -85634.414062 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -85634.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85687.656250 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -85687.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85728.460938 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -85728.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85741.617188 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -85741.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85782.867188 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -85782.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85788.648438 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -85788.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85789.531250 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -85789.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178972 members 
Mstep: Class 5 contains 185506 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48968 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133352 members 
Mstep: Class 16 contains 193878 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 58265 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257500 members 
Mstep: Class 22 contains 88946 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10340 members 
Mstep: Class 28 contains 128874 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14434 members 
Mstep: Class 32 contains 178269 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26414 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41571 members 
Mstep: Class 40 contains 57600 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 44 contains 273 members 
Entering Unmasked Estep 
Score: -225976816.000000 Penalty: 158390.203125
Splitting cluster 6 changes total score from -225977728.000000 to -225976816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Entering Unmasked Estep 
Score: -581536.312500 Penalty: 2135.991211
	Iteration 0F: 2 clusters Score -581536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -576634.687500 Penalty: 4271.982422
	Iteration 0F: 3 clusters Score -576634.7 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -578067.750000 Penalty: 4271.982422
	Iteration 1F: 3 clusters Score -578067.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -578558.187500 Penalty: 4271.982422
	Iteration 2F: 3 clusters Score -578558.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -578939.687500 Penalty: 4271.982422
	Iteration 3F: 3 clusters Score -578939.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -579261.375000 Penalty: 4271.982422
	Iteration 4F: 3 clusters Score -579261.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -579543.062500 Penalty: 4271.982422
	Iteration 5F: 3 clusters Score -579543.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -579767.625000 Penalty: 4271.982422
	Iteration 6Q: 3 clusters Score -579767.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -579944.062500 Penalty: 4271.982422
	Iteration 7Q: 3 clusters Score -579944.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -580054.250000 Penalty: 4271.982422
	Iteration 8Q: 3 clusters Score -580054.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -580147.437500 Penalty: 4271.982422
	Iteration 9Q: 3 clusters Score -580147.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -580214.625000 Penalty: 4271.982422
	Iteration 10Q: 3 clusters Score -580214.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -580243.437500 Penalty: 4271.982422
	Iteration 11Q: 3 clusters Score -580243.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -580261.625000 Penalty: 4271.982422
	Iteration 12Q: 3 clusters Score -580261.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -580276.437500 Penalty: 4271.982422
	Iteration 13Q: 3 clusters Score -580276.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -580286.937500 Penalty: 4271.982422
	Iteration 14Q: 3 clusters Score -580286.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -580293.125000 Penalty: 4271.982422
	Iteration 15Q: 3 clusters Score -580293.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -580302.750000 Penalty: 4271.982422
	Iteration 16Q: 3 clusters Score -580302.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -580310.562500 Penalty: 4271.982422
	Iteration 17Q: 3 clusters Score -580310.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -580321.000000 Penalty: 4271.982422
	Iteration 18Q: 3 clusters Score -580321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -580325.625000 Penalty: 4271.982422
	Iteration 19Q: 3 clusters Score -580325.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -580328.437500 Penalty: 4271.982422
	Iteration 20F: 3 clusters Score -580328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -580333.062500 Penalty: 4271.982422
	Iteration 21Q: 3 clusters Score -580333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -580335.062500 Penalty: 4271.982422
	Iteration 22Q: 3 clusters Score -580335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -580338.937500 Penalty: 4271.982422
	Iteration 23Q: 3 clusters Score -580338.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -580340.875000 Penalty: 4271.982422
	Iteration 24Q: 3 clusters Score -580340.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -580341.625000 Penalty: 4271.982422
	Iteration 25Q: 3 clusters Score -580341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -580342.625000 Penalty: 4271.982422
	Iteration 26Q: 3 clusters Score -580342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -580343.062500 Penalty: 4271.982422
	Iteration 27Q: 3 clusters Score -580343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -580343.125000 Penalty: 4271.982422
	Iteration 28Q: 3 clusters Score -580343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -580344.187500 Penalty: 4271.982422
	Iteration 29Q: 3 clusters Score -580344.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -580344.500000 Penalty: 4271.982422
	Iteration 30Q: 3 clusters Score -580344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -580344.500000 Penalty: 4271.982422
	Iteration 31F: 3 clusters Score -580344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Entering Unmasked Estep 
Score: -2548428.500000 Penalty: 2476.513916
	Iteration 0F: 2 clusters Score -2548428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2533282.000000 Penalty: 4953.027832
	Iteration 0F: 3 clusters Score -2533282 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2538443.000000 Penalty: 4953.027832
	Iteration 1F: 3 clusters Score -2538443 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2539109.250000 Penalty: 4953.027832
	Iteration 2F: 3 clusters Score -2539109 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2539798.500000 Penalty: 4953.027832
	Iteration 3F: 3 clusters Score -2539798 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2540563.250000 Penalty: 4953.027832
	Iteration 4F: 3 clusters Score -2540563 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2541426.750000 Penalty: 4953.027832
	Iteration 5F: 3 clusters Score -2541427 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2542388.250000 Penalty: 4953.027832
	Iteration 6F: 3 clusters Score -2542388 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2543380.500000 Penalty: 4953.027832
	Iteration 7F: 3 clusters Score -2543380 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2544175.750000 Penalty: 4953.027832
	Iteration 8Q: 3 clusters Score -2544176 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2544746.250000 Penalty: 4953.027832
	Iteration 9Q: 3 clusters Score -2544746 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2545174.750000 Penalty: 4953.027832
	Iteration 10Q: 3 clusters Score -2545175 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2545485.250000 Penalty: 4953.027832
	Iteration 11Q: 3 clusters Score -2545485 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2545678.750000 Penalty: 4953.027832
	Iteration 12Q: 3 clusters Score -2545679 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2545822.750000 Penalty: 4953.027832
	Iteration 13Q: 3 clusters Score -2545823 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2545935.000000 Penalty: 4953.027832
	Iteration 14Q: 3 clusters Score -2545935 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2546017.250000 Penalty: 4953.027832
	Iteration 15Q: 3 clusters Score -2546017 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2546075.500000 Penalty: 4953.027832
	Iteration 16Q: 3 clusters Score -2546076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2546125.750000 Penalty: 4953.027832
	Iteration 17Q: 3 clusters Score -2546126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2546166.250000 Penalty: 4953.027832
	Iteration 18Q: 3 clusters Score -2546166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2546185.750000 Penalty: 4953.027832
	Iteration 19Q: 3 clusters Score -2546186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2546214.000000 Penalty: 4953.027832
	Iteration 20F: 3 clusters Score -2546214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2546246.000000 Penalty: 4953.027832
	Iteration 21Q: 3 clusters Score -2546246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2546263.250000 Penalty: 4953.027832
	Iteration 22Q: 3 clusters Score -2546263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2546273.500000 Penalty: 4953.027832
	Iteration 23Q: 3 clusters Score -2546274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2546287.250000 Penalty: 4953.027832
	Iteration 24Q: 3 clusters Score -2546287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2546300.250000 Penalty: 4953.027832
	Iteration 25Q: 3 clusters Score -2546300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2546312.250000 Penalty: 4953.027832
	Iteration 26Q: 3 clusters Score -2546312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2546321.000000 Penalty: 4953.027832
	Iteration 27Q: 3 clusters Score -2546321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2546329.000000 Penalty: 4953.027832
	Iteration 28Q: 3 clusters Score -2546329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2546340.000000 Penalty: 4953.027832
	Iteration 29Q: 3 clusters Score -2546340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2546347.000000 Penalty: 4953.027832
	Iteration 30Q: 3 clusters Score -2546347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2546347.500000 Penalty: 4953.027832
	Iteration 31Q: 3 clusters Score -2546348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2546354.000000 Penalty: 4953.027832
	Iteration 32Q: 3 clusters Score -2546354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -2546357.500000 Penalty: 4953.027832
	Iteration 33Q: 3 clusters Score -2546358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2546359.500000 Penalty: 4953.027832
	Iteration 34Q: 3 clusters Score -2546360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2546358.500000 Penalty: 4953.027832
	Iteration 35Q: 3 clusters Score -2546358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2546364.000000 Penalty: 4953.027832
	Iteration 36Q: 3 clusters Score -2546364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2546365.000000 Penalty: 4953.027832
	Iteration 37Q: 3 clusters Score -2546365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2546364.750000 Penalty: 4953.027832
	Iteration 38Q: 3 clusters Score -2546365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2546365.500000 Penalty: 4953.027832
	Iteration 39Q: 3 clusters Score -2546366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2546365.500000 Penalty: 4953.027832
	Iteration 40F: 3 clusters Score -2546366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2546368.500000 Penalty: 4953.027832
	Iteration 41Q: 3 clusters Score -2546368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2546377.750000 Penalty: 4953.027832
	Iteration 42Q: 3 clusters Score -2546378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2546374.750000 Penalty: 4953.027832
	Iteration 43Q: 3 clusters Score -2546375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2546377.000000 Penalty: 4953.027832
	Iteration 44Q: 3 clusters Score -2546377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -2546378.750000 Penalty: 4953.027832
	Iteration 45Q: 3 clusters Score -2546379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2546381.250000 Penalty: 4953.027832
	Iteration 46Q: 3 clusters Score -2546381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2546380.750000 Penalty: 4953.027832
	Iteration 47Q: 3 clusters Score -2546381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2546385.500000 Penalty: 4953.027832
	Iteration 48Q: 3 clusters Score -2546386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2546385.750000 Penalty: 4953.027832
	Iteration 49Q: 3 clusters Score -2546386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2546385.750000 Penalty: 4953.027832
	Iteration 50Q: 3 clusters Score -2546386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2546385.500000 Penalty: 4953.027832
	Iteration 51Q: 3 clusters Score -2546386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2546389.250000 Penalty: 4953.027832
	Iteration 52Q: 3 clusters Score -2546389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2546386.250000 Penalty: 4953.027832
	Iteration 53Q: 3 clusters Score -2546386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2546386.750000 Penalty: 4953.027832
	Iteration 54Q: 3 clusters Score -2546387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2546389.000000 Penalty: 4953.027832
	Iteration 55Q: 3 clusters Score -2546389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2546387.500000 Penalty: 4953.027832
	Iteration 56Q: 3 clusters Score -2546388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2546387.500000 Penalty: 4953.027832
	Iteration 57F: 3 clusters Score -2546388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Entering Unmasked Estep 
Score: -2664172.750000 Penalty: 2492.733887
	Iteration 0F: 2 clusters Score -2664173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2648044.250000 Penalty: 4985.467773
	Iteration 0F: 3 clusters Score -2648044 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2653471.000000 Penalty: 4985.467773
	Iteration 1F: 3 clusters Score -2653471 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2653908.000000 Penalty: 4985.467773
	Iteration 2F: 3 clusters Score -2653908 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2654250.250000 Penalty: 4985.467773
	Iteration 3Q: 3 clusters Score -2654250 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2654544.250000 Penalty: 4985.467773
	Iteration 4Q: 3 clusters Score -2654544 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2654789.500000 Penalty: 4985.467773
	Iteration 5Q: 3 clusters Score -2654790 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2655076.250000 Penalty: 4985.467773
	Iteration 6Q: 3 clusters Score -2655076 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2655407.000000 Penalty: 4985.467773
	Iteration 7Q: 3 clusters Score -2655407 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2655840.000000 Penalty: 4985.467773
	Iteration 8Q: 3 clusters Score -2655840 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2656343.250000 Penalty: 4985.467773
	Iteration 9Q: 3 clusters Score -2656343 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2657016.500000 Penalty: 4985.467773
	Iteration 10Q: 3 clusters Score -2657016 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2657788.250000 Penalty: 4985.467773
	Iteration 11Q: 3 clusters Score -2657788 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2658550.250000 Penalty: 4985.467773
	Iteration 12Q: 3 clusters Score -2658550 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2659223.500000 Penalty: 4985.467773
	Iteration 13Q: 3 clusters Score -2659224 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2659810.750000 Penalty: 4985.467773
	Iteration 14Q: 3 clusters Score -2659811 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2660248.250000 Penalty: 4985.467773
	Iteration 15Q: 3 clusters Score -2660248 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2660554.750000 Penalty: 4985.467773
	Iteration 16Q: 3 clusters Score -2660555 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2660828.500000 Penalty: 4985.467773
	Iteration 17Q: 3 clusters Score -2660828 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2661056.500000 Penalty: 4985.467773
	Iteration 18Q: 3 clusters Score -2661056 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2661224.000000 Penalty: 4985.467773
	Iteration 19Q: 3 clusters Score -2661224 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2661341.250000 Penalty: 4985.467773
	Iteration 20F: 3 clusters Score -2661341 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2661440.500000 Penalty: 4985.467773
	Iteration 21Q: 3 clusters Score -2661440 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2661536.000000 Penalty: 4985.467773
	Iteration 22Q: 3 clusters Score -2661536 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2661609.750000 Penalty: 4985.467773
	Iteration 23Q: 3 clusters Score -2661610 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2661674.500000 Penalty: 4985.467773
	Iteration 24Q: 3 clusters Score -2661674 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2661738.750000 Penalty: 4985.467773
	Iteration 25Q: 3 clusters Score -2661739 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2661787.500000 Penalty: 4985.467773
	Iteration 26Q: 3 clusters Score -2661788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2661815.500000 Penalty: 4985.467773
	Iteration 27Q: 3 clusters Score -2661816 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2661855.750000 Penalty: 4985.467773
	Iteration 28Q: 3 clusters Score -2661856 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2661889.250000 Penalty: 4985.467773
	Iteration 29Q: 3 clusters Score -2661889 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2661928.500000 Penalty: 4985.467773
	Iteration 30Q: 3 clusters Score -2661928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2661954.500000 Penalty: 4985.467773
	Iteration 31Q: 3 clusters Score -2661954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2661983.000000 Penalty: 4985.467773
	Iteration 32Q: 3 clusters Score -2661983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2662020.500000 Penalty: 4985.467773
	Iteration 33Q: 3 clusters Score -2662020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2662051.750000 Penalty: 4985.467773
	Iteration 34Q: 3 clusters Score -2662052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2662085.750000 Penalty: 4985.467773
	Iteration 35Q: 3 clusters Score -2662086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2662123.750000 Penalty: 4985.467773
	Iteration 36Q: 3 clusters Score -2662124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2662147.250000 Penalty: 4985.467773
	Iteration 37Q: 3 clusters Score -2662147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2662170.000000 Penalty: 4985.467773
	Iteration 38Q: 3 clusters Score -2662170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2662190.250000 Penalty: 4985.467773
	Iteration 39Q: 3 clusters Score -2662190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2662205.500000 Penalty: 4985.467773
	Iteration 40F: 3 clusters Score -2662206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2662220.000000 Penalty: 4985.467773
	Iteration 41Q: 3 clusters Score -2662220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2662232.750000 Penalty: 4985.467773
	Iteration 42Q: 3 clusters Score -2662233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2662242.750000 Penalty: 4985.467773
	Iteration 43Q: 3 clusters Score -2662243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2662249.750000 Penalty: 4985.467773
	Iteration 44Q: 3 clusters Score -2662250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2662253.500000 Penalty: 4985.467773
	Iteration 45Q: 3 clusters Score -2662254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2662263.750000 Penalty: 4985.467773
	Iteration 46Q: 3 clusters Score -2662264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2662265.750000 Penalty: 4985.467773
	Iteration 47Q: 3 clusters Score -2662266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2662267.000000 Penalty: 4985.467773
	Iteration 48Q: 3 clusters Score -2662267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2662268.000000 Penalty: 4985.467773
	Iteration 49Q: 3 clusters Score -2662268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2662266.500000 Penalty: 4985.467773
	Iteration 50Q: 3 clusters Score -2662266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2662270.000000 Penalty: 4985.467773
	Iteration 51Q: 3 clusters Score -2662270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2662272.000000 Penalty: 4985.467773
	Iteration 52Q: 3 clusters Score -2662272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2662276.250000 Penalty: 4985.467773
	Iteration 53Q: 3 clusters Score -2662276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2662277.000000 Penalty: 4985.467773
	Iteration 54Q: 3 clusters Score -2662277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2662278.250000 Penalty: 4985.467773
	Iteration 55Q: 3 clusters Score -2662278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2662275.000000 Penalty: 4985.467773
	Iteration 56Q: 3 clusters Score -2662275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2662279.500000 Penalty: 4985.467773
	Iteration 57Q: 3 clusters Score -2662280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2662277.750000 Penalty: 4985.467773
	Iteration 58Q: 3 clusters Score -2662278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2662279.250000 Penalty: 4985.467773
	Iteration 59Q: 3 clusters Score -2662279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2662281.250000 Penalty: 4985.467773
	Iteration 60F: 3 clusters Score -2662281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2662281.500000 Penalty: 4985.467773
	Iteration 61Q: 3 clusters Score -2662282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2662280.000000 Penalty: 4985.467773
	Iteration 62Q: 3 clusters Score -2662280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2662280.750000 Penalty: 4985.467773
	Iteration 63Q: 3 clusters Score -2662281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2662280.750000 Penalty: 4985.467773
	Iteration 64F: 3 clusters Score -2662281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Entering Unmasked Estep 
Score: -5564514.500000 Penalty: 2678.132812
	Iteration 0F: 2 clusters Score -5564514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -5531536.000000 Penalty: 5356.265625
	Iteration 0F: 3 clusters Score -5531536 nChanged 22759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5544252.000000 Penalty: 5356.265625
	Iteration 1F: 3 clusters Score -5544252 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -5544970.000000 Penalty: 5356.265625
	Iteration 2Q: 3 clusters Score -5544970 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5545659.000000 Penalty: 5356.265625
	Iteration 3Q: 3 clusters Score -5545659 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -5546452.000000 Penalty: 5356.265625
	Iteration 4Q: 3 clusters Score -5546452 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -5547313.000000 Penalty: 5356.265625
	Iteration 5Q: 3 clusters Score -5547313 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5548400.500000 Penalty: 5356.265625
	Iteration 6Q: 3 clusters Score -5548400 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5549583.000000 Penalty: 5356.265625
	Iteration 7F: 3 clusters Score -5549583 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -5551031.000000 Penalty: 5356.265625
	Iteration 8F: 3 clusters Score -5551031 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5552494.500000 Penalty: 5356.265625
	Iteration 9F: 3 clusters Score -5552494 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -5553942.500000 Penalty: 5356.265625
	Iteration 10Q: 3 clusters Score -5553942 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -5555054.500000 Penalty: 5356.265625
	Iteration 11Q: 3 clusters Score -5555054 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5555782.500000 Penalty: 5356.265625
	Iteration 12Q: 3 clusters Score -5555782 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5556257.000000 Penalty: 5356.265625
	Iteration 13Q: 3 clusters Score -5556257 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -5556632.000000 Penalty: 5356.265625
	Iteration 14Q: 3 clusters Score -5556632 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5557003.500000 Penalty: 5356.265625
	Iteration 15Q: 3 clusters Score -5557004 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -5557418.500000 Penalty: 5356.265625
	Iteration 16Q: 3 clusters Score -5557418 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -5557896.500000 Penalty: 5356.265625
	Iteration 17Q: 3 clusters Score -5557896 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -5558447.000000 Penalty: 5356.265625
	Iteration 18Q: 3 clusters Score -5558447 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -5558943.000000 Penalty: 5356.265625
	Iteration 19Q: 3 clusters Score -5558943 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -5559512.500000 Penalty: 5356.265625
	Iteration 20F: 3 clusters Score -5559512 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5560028.500000 Penalty: 5356.265625
	Iteration 21Q: 3 clusters Score -5560028 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -5560449.500000 Penalty: 5356.265625
	Iteration 22Q: 3 clusters Score -5560450 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -5560743.000000 Penalty: 5356.265625
	Iteration 23Q: 3 clusters Score -5560743 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -5560947.000000 Penalty: 5356.265625
	Iteration 24Q: 3 clusters Score -5560947 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -5561060.500000 Penalty: 5356.265625
	Iteration 25Q: 3 clusters Score -5561060 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -5561138.000000 Penalty: 5356.265625
	Iteration 26Q: 3 clusters Score -5561138 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -5561215.000000 Penalty: 5356.265625
	Iteration 27Q: 3 clusters Score -5561215 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -5561256.000000 Penalty: 5356.265625
	Iteration 28Q: 3 clusters Score -5561256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -5561286.500000 Penalty: 5356.265625
	Iteration 29Q: 3 clusters Score -5561286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5561325.000000 Penalty: 5356.265625
	Iteration 30Q: 3 clusters Score -5561325 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5561342.000000 Penalty: 5356.265625
	Iteration 31Q: 3 clusters Score -5561342 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5561353.500000 Penalty: 5356.265625
	Iteration 32Q: 3 clusters Score -5561354 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -5561369.500000 Penalty: 5356.265625
	Iteration 33Q: 3 clusters Score -5561370 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -5561394.500000 Penalty: 5356.265625
	Iteration 34Q: 3 clusters Score -5561394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -5561413.500000 Penalty: 5356.265625
	Iteration 35Q: 3 clusters Score -5561414 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -5561421.500000 Penalty: 5356.265625
	Iteration 36Q: 3 clusters Score -5561422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5561422.500000 Penalty: 5356.265625
	Iteration 37Q: 3 clusters Score -5561422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5561438.000000 Penalty: 5356.265625
	Iteration 38Q: 3 clusters Score -5561438 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -5561433.000000 Penalty: 5356.265625
	Iteration 39Q: 3 clusters Score -5561433 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -5561473.500000 Penalty: 5356.265625
	Iteration 40F: 3 clusters Score -5561474 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -5561480.000000 Penalty: 5356.265625
	Iteration 41Q: 3 clusters Score -5561480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -5561493.000000 Penalty: 5356.265625
	Iteration 42Q: 3 clusters Score -5561493 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -5561506.000000 Penalty: 5356.265625
	Iteration 43Q: 3 clusters Score -5561506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5561512.000000 Penalty: 5356.265625
	Iteration 44Q: 3 clusters Score -5561512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -5561530.500000 Penalty: 5356.265625
	Iteration 45Q: 3 clusters Score -5561530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -5561520.500000 Penalty: 5356.265625
	Iteration 46Q: 3 clusters Score -5561520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5561521.500000 Penalty: 5356.265625
	Iteration 47Q: 3 clusters Score -5561522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5561530.000000 Penalty: 5356.265625
	Iteration 48Q: 3 clusters Score -5561530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -5561529.500000 Penalty: 5356.265625
	Iteration 49Q: 3 clusters Score -5561530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5561541.000000 Penalty: 5356.265625
	Iteration 50Q: 3 clusters Score -5561541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -5561542.500000 Penalty: 5356.265625
	Iteration 51Q: 3 clusters Score -5561542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -5561547.500000 Penalty: 5356.265625
	Iteration 52Q: 3 clusters Score -5561548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -5561556.000000 Penalty: 5356.265625
	Iteration 53Q: 3 clusters Score -5561556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5561559.500000 Penalty: 5356.265625
	Iteration 54Q: 3 clusters Score -5561560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -5561557.500000 Penalty: 5356.265625
	Iteration 55Q: 3 clusters Score -5561558 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -5561555.000000 Penalty: 5356.265625
	Iteration 56Q: 3 clusters Score -5561555 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -5561577.500000 Penalty: 5356.265625
	Iteration 57Q: 3 clusters Score -5561578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5561570.000000 Penalty: 5356.265625
	Iteration 58Q: 3 clusters Score -5561570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5561579.500000 Penalty: 5356.265625
	Iteration 59Q: 3 clusters Score -5561580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5561595.000000 Penalty: 5356.265625
	Iteration 60F: 3 clusters Score -5561595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5561604.500000 Penalty: 5356.265625
	Iteration 61Q: 3 clusters Score -5561604 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -5561604.500000 Penalty: 5356.265625
	Iteration 62Q: 3 clusters Score -5561604 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -5561619.500000 Penalty: 5356.265625
	Iteration 63Q: 3 clusters Score -5561620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -5561618.000000 Penalty: 5356.265625
	Iteration 64Q: 3 clusters Score -5561618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5561610.500000 Penalty: 5356.265625
	Iteration 65Q: 3 clusters Score -5561610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -5561624.000000 Penalty: 5356.265625
	Iteration 66Q: 3 clusters Score -5561624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5561621.500000 Penalty: 5356.265625
	Iteration 67Q: 3 clusters Score -5561622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5561619.500000 Penalty: 5356.265625
	Iteration 68Q: 3 clusters Score -5561620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -5561629.500000 Penalty: 5356.265625
	Iteration 69Q: 3 clusters Score -5561630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5561628.500000 Penalty: 5356.265625
	Iteration 70Q: 3 clusters Score -5561628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5561635.500000 Penalty: 5356.265625
	Iteration 71Q: 3 clusters Score -5561636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -5561633.000000 Penalty: 5356.265625
	Iteration 72Q: 3 clusters Score -5561633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5561641.500000 Penalty: 5356.265625
	Iteration 73Q: 3 clusters Score -5561642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -5561656.500000 Penalty: 5356.265625
	Iteration 74Q: 3 clusters Score -5561656 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -5561672.000000 Penalty: 5356.265625
	Iteration 75Q: 3 clusters Score -5561672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5561687.000000 Penalty: 5356.265625
	Iteration 76Q: 3 clusters Score -5561687 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -5561680.500000 Penalty: 5356.265625
	Iteration 77Q: 3 clusters Score -5561680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -5561692.000000 Penalty: 5356.265625
	Iteration 78Q: 3 clusters Score -5561692 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -5561702.000000 Penalty: 5356.265625
	Iteration 79Q: 3 clusters Score -5561702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -5561718.000000 Penalty: 5356.265625
	Iteration 80F: 3 clusters Score -5561718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5561724.000000 Penalty: 5356.265625
	Iteration 81Q: 3 clusters Score -5561724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5561732.000000 Penalty: 5356.265625
	Iteration 82Q: 3 clusters Score -5561732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -5561751.000000 Penalty: 5356.265625
	Iteration 83Q: 3 clusters Score -5561751 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5561748.500000 Penalty: 5356.265625
	Iteration 84Q: 3 clusters Score -5561748 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -5561746.500000 Penalty: 5356.265625
	Iteration 85Q: 3 clusters Score -5561746 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -5561761.500000 Penalty: 5356.265625
	Iteration 86Q: 3 clusters Score -5561762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -5561768.500000 Penalty: 5356.265625
	Iteration 87Q: 3 clusters Score -5561768 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -5561784.000000 Penalty: 5356.265625
	Iteration 88Q: 3 clusters Score -5561784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5561808.000000 Penalty: 5356.265625
	Iteration 89Q: 3 clusters Score -5561808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -5561823.000000 Penalty: 5356.265625
	Iteration 90Q: 3 clusters Score -5561823 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5561840.500000 Penalty: 5356.265625
	Iteration 91Q: 3 clusters Score -5561840 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -5561858.500000 Penalty: 5356.265625
	Iteration 92Q: 3 clusters Score -5561858 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -5561881.000000 Penalty: 5356.265625
	Iteration 93Q: 3 clusters Score -5561881 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5561905.000000 Penalty: 5356.265625
	Iteration 94Q: 3 clusters Score -5561905 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -5561955.500000 Penalty: 5356.265625
	Iteration 95Q: 3 clusters Score -5561956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5561994.500000 Penalty: 5356.265625
	Iteration 96Q: 3 clusters Score -5561994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -5562031.000000 Penalty: 5356.265625
	Iteration 97Q: 3 clusters Score -5562031 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -5562071.000000 Penalty: 5356.265625
	Iteration 98Q: 3 clusters Score -5562071 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -5562084.500000 Penalty: 5356.265625
	Iteration 99Q: 3 clusters Score -5562084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -5562132.500000 Penalty: 5356.265625
	Iteration 100F: 3 clusters Score -5562132 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -5562163.500000 Penalty: 5356.265625
	Iteration 101Q: 3 clusters Score -5562164 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -5562212.500000 Penalty: 5356.265625
	Iteration 102Q: 3 clusters Score -5562212 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -5562302.500000 Penalty: 5356.265625
	Iteration 103Q: 3 clusters Score -5562302 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5562322.500000 Penalty: 5356.265625
	Iteration 104Q: 3 clusters Score -5562322 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5562370.500000 Penalty: 5356.265625
	Iteration 105Q: 3 clusters Score -5562370 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -5562439.500000 Penalty: 5356.265625
	Iteration 106Q: 3 clusters Score -5562440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -5562481.000000 Penalty: 5356.265625
	Iteration 107Q: 3 clusters Score -5562481 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -5562534.500000 Penalty: 5356.265625
	Iteration 108Q: 3 clusters Score -5562534 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -5562561.500000 Penalty: 5356.265625
	Iteration 109Q: 3 clusters Score -5562562 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -5562606.500000 Penalty: 5356.265625
	Iteration 110Q: 3 clusters Score -5562606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -5562643.500000 Penalty: 5356.265625
	Iteration 111Q: 3 clusters Score -5562644 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -5562673.500000 Penalty: 5356.265625
	Iteration 112Q: 3 clusters Score -5562674 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -5562688.000000 Penalty: 5356.265625
	Iteration 113Q: 3 clusters Score -5562688 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -5562719.000000 Penalty: 5356.265625
	Iteration 114Q: 3 clusters Score -5562719 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -5562771.500000 Penalty: 5356.265625
	Iteration 115Q: 3 clusters Score -5562772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -5562793.500000 Penalty: 5356.265625
	Iteration 116Q: 3 clusters Score -5562794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -5562834.000000 Penalty: 5356.265625
	Iteration 117Q: 3 clusters Score -5562834 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5562888.000000 Penalty: 5356.265625
	Iteration 118Q: 3 clusters Score -5562888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -5562928.500000 Penalty: 5356.265625
	Iteration 119Q: 3 clusters Score -5562928 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -5562972.000000 Penalty: 5356.265625
	Iteration 120F: 3 clusters Score -5562972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -5562981.500000 Penalty: 5356.265625
	Iteration 121Q: 3 clusters Score -5562982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -5563020.500000 Penalty: 5356.265625
	Iteration 122Q: 3 clusters Score -5563020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -5563043.000000 Penalty: 5356.265625
	Iteration 123Q: 3 clusters Score -5563043 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -5563065.500000 Penalty: 5356.265625
	Iteration 124Q: 3 clusters Score -5563066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -5563078.500000 Penalty: 5356.265625
	Iteration 125Q: 3 clusters Score -5563078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -5563089.000000 Penalty: 5356.265625
	Iteration 126Q: 3 clusters Score -5563089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -5563108.000000 Penalty: 5356.265625
	Iteration 127Q: 3 clusters Score -5563108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -5563113.000000 Penalty: 5356.265625
	Iteration 128Q: 3 clusters Score -5563113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -5563117.500000 Penalty: 5356.265625
	Iteration 129Q: 3 clusters Score -5563118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -5563125.500000 Penalty: 5356.265625
	Iteration 130Q: 3 clusters Score -5563126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -5563127.000000 Penalty: 5356.265625
	Iteration 131Q: 3 clusters Score -5563127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -5563127.500000 Penalty: 5356.265625
	Iteration 132Q: 3 clusters Score -5563128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5563137.000000 Penalty: 5356.265625
	Iteration 133Q: 3 clusters Score -5563137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -5563144.500000 Penalty: 5356.265625
	Iteration 134Q: 3 clusters Score -5563144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -5563152.000000 Penalty: 5356.265625
	Iteration 135Q: 3 clusters Score -5563152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -5563160.000000 Penalty: 5356.265625
	Iteration 136Q: 3 clusters Score -5563160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -5563163.000000 Penalty: 5356.265625
	Iteration 137Q: 3 clusters Score -5563163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -5563170.500000 Penalty: 5356.265625
	Iteration 138Q: 3 clusters Score -5563170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5563169.500000 Penalty: 5356.265625
	Iteration 139Q: 3 clusters Score -5563170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -5563171.000000 Penalty: 5356.265625
	Iteration 140F: 3 clusters Score -5563171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5563177.500000 Penalty: 5356.265625
	Iteration 141Q: 3 clusters Score -5563178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -5563173.000000 Penalty: 5356.265625
	Iteration 142Q: 3 clusters Score -5563173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -5563175.000000 Penalty: 5356.265625
	Iteration 143Q: 3 clusters Score -5563175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5563174.500000 Penalty: 5356.265625
	Iteration 144Q: 3 clusters Score -5563174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5563173.500000 Penalty: 5356.265625
	Iteration 145Q: 3 clusters Score -5563174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -5563173.500000 Penalty: 5356.265625
	Iteration 146F: 3 clusters Score -5563174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Entering Unmasked Estep 
Score: -4705977.000000 Penalty: 2631.737061
	Iteration 0F: 2 clusters Score -4705977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4678420.500000 Penalty: 5263.474121
	Iteration 0F: 3 clusters Score -4678420 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4688533.500000 Penalty: 5263.474121
	Iteration 1F: 3 clusters Score -4688534 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4689183.500000 Penalty: 5263.474121
	Iteration 2Q: 3 clusters Score -4689184 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4689990.000000 Penalty: 5263.474121
	Iteration 3Q: 3 clusters Score -4689990 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -4691008.500000 Penalty: 5263.474121
	Iteration 4F: 3 clusters Score -4691008 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -4692352.500000 Penalty: 5263.474121
	Iteration 5F: 3 clusters Score -4692352 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -4693906.500000 Penalty: 5263.474121
	Iteration 6F: 3 clusters Score -4693906 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -4695539.500000 Penalty: 5263.474121
	Iteration 7F: 3 clusters Score -4695540 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -4697064.000000 Penalty: 5263.474121
	Iteration 8F: 3 clusters Score -4697064 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -4698430.500000 Penalty: 5263.474121
	Iteration 9F: 3 clusters Score -4698430 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4699617.000000 Penalty: 5263.474121
	Iteration 10Q: 3 clusters Score -4699617 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4700733.000000 Penalty: 5263.474121
	Iteration 11Q: 3 clusters Score -4700733 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -4701654.500000 Penalty: 5263.474121
	Iteration 12Q: 3 clusters Score -4701654 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -4702359.500000 Penalty: 5263.474121
	Iteration 13Q: 3 clusters Score -4702360 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -4702883.000000 Penalty: 5263.474121
	Iteration 14Q: 3 clusters Score -4702883 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -4703224.000000 Penalty: 5263.474121
	Iteration 15Q: 3 clusters Score -4703224 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4703443.000000 Penalty: 5263.474121
	Iteration 16Q: 3 clusters Score -4703443 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4703568.000000 Penalty: 5263.474121
	Iteration 17Q: 3 clusters Score -4703568 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -4703708.000000 Penalty: 5263.474121
	Iteration 18Q: 3 clusters Score -4703708 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -4703768.000000 Penalty: 5263.474121
	Iteration 19Q: 3 clusters Score -4703768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -4703812.000000 Penalty: 5263.474121
	Iteration 20F: 3 clusters Score -4703812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -4703828.500000 Penalty: 5263.474121
	Iteration 21Q: 3 clusters Score -4703828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -4703858.000000 Penalty: 5263.474121
	Iteration 22Q: 3 clusters Score -4703858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -4703875.500000 Penalty: 5263.474121
	Iteration 23Q: 3 clusters Score -4703876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4703894.000000 Penalty: 5263.474121
	Iteration 24Q: 3 clusters Score -4703894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4703898.000000 Penalty: 5263.474121
	Iteration 25Q: 3 clusters Score -4703898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4703901.500000 Penalty: 5263.474121
	Iteration 26Q: 3 clusters Score -4703902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4703904.000000 Penalty: 5263.474121
	Iteration 27Q: 3 clusters Score -4703904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -4703903.500000 Penalty: 5263.474121
	Iteration 28Q: 3 clusters Score -4703904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -4703906.500000 Penalty: 5263.474121
	Iteration 29Q: 3 clusters Score -4703906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4703910.000000 Penalty: 5263.474121
	Iteration 30Q: 3 clusters Score -4703910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4703903.000000 Penalty: 5263.474121
	Iteration 31Q: 3 clusters Score -4703903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -4703905.000000 Penalty: 5263.474121
	Iteration 32Q: 3 clusters Score -4703905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -4703904.500000 Penalty: 5263.474121
	Iteration 33Q: 3 clusters Score -4703904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -4703908.000000 Penalty: 5263.474121
	Iteration 34Q: 3 clusters Score -4703908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -4703909.500000 Penalty: 5263.474121
	Iteration 35Q: 3 clusters Score -4703910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -4703906.000000 Penalty: 5263.474121
	Iteration 36Q: 3 clusters Score -4703906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -4703905.500000 Penalty: 5263.474121
	Iteration 37Q: 3 clusters Score -4703906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4703906.500000 Penalty: 5263.474121
	Iteration 38Q: 3 clusters Score -4703906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -4703913.000000 Penalty: 5263.474121
	Iteration 39Q: 3 clusters Score -4703913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -4703912.000000 Penalty: 5263.474121
	Iteration 40F: 3 clusters Score -4703912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Entering Unmasked Estep 
Score: -1300071.375000 Penalty: 2324.643799
	Iteration 0F: 2 clusters Score -1300071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1291220.000000 Penalty: 4649.287598
	Iteration 0F: 3 clusters Score -1291220 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1293996.625000 Penalty: 4649.287598
	Iteration 1F: 3 clusters Score -1293997 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1294427.500000 Penalty: 4649.287598
	Iteration 2F: 3 clusters Score -1294428 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1294853.875000 Penalty: 4649.287598
	Iteration 3F: 3 clusters Score -1294854 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1295304.375000 Penalty: 4649.287598
	Iteration 4F: 3 clusters Score -1295304 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1295730.000000 Penalty: 4649.287598
	Iteration 5F: 3 clusters Score -1295730 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1296087.375000 Penalty: 4649.287598
	Iteration 6Q: 3 clusters Score -1296087 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1296378.000000 Penalty: 4649.287598
	Iteration 7Q: 3 clusters Score -1296378 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1296588.000000 Penalty: 4649.287598
	Iteration 8Q: 3 clusters Score -1296588 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1296745.750000 Penalty: 4649.287598
	Iteration 9Q: 3 clusters Score -1296746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1296883.750000 Penalty: 4649.287598
	Iteration 10Q: 3 clusters Score -1296884 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1297001.750000 Penalty: 4649.287598
	Iteration 11Q: 3 clusters Score -1297002 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1297106.375000 Penalty: 4649.287598
	Iteration 12Q: 3 clusters Score -1297106 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1297204.375000 Penalty: 4649.287598
	Iteration 13Q: 3 clusters Score -1297204 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1297308.000000 Penalty: 4649.287598
	Iteration 14Q: 3 clusters Score -1297308 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1297405.000000 Penalty: 4649.287598
	Iteration 15Q: 3 clusters Score -1297405 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1297514.625000 Penalty: 4649.287598
	Iteration 16Q: 3 clusters Score -1297515 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1297619.750000 Penalty: 4649.287598
	Iteration 17Q: 3 clusters Score -1297620 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1297707.750000 Penalty: 4649.287598
	Iteration 18Q: 3 clusters Score -1297708 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1297782.250000 Penalty: 4649.287598
	Iteration 19Q: 3 clusters Score -1297782 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1297835.875000 Penalty: 4649.287598
	Iteration 20F: 3 clusters Score -1297836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1297881.500000 Penalty: 4649.287598
	Iteration 21Q: 3 clusters Score -1297882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1297912.625000 Penalty: 4649.287598
	Iteration 22Q: 3 clusters Score -1297913 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1297942.750000 Penalty: 4649.287598
	Iteration 23Q: 3 clusters Score -1297943 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1297968.375000 Penalty: 4649.287598
	Iteration 24Q: 3 clusters Score -1297968 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1297986.250000 Penalty: 4649.287598
	Iteration 25Q: 3 clusters Score -1297986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1298010.000000 Penalty: 4649.287598
	Iteration 26Q: 3 clusters Score -1298010 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1298038.625000 Penalty: 4649.287598
	Iteration 27Q: 3 clusters Score -1298039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1298052.125000 Penalty: 4649.287598
	Iteration 28Q: 3 clusters Score -1298052 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1298068.625000 Penalty: 4649.287598
	Iteration 29Q: 3 clusters Score -1298069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1298072.750000 Penalty: 4649.287598
	Iteration 30Q: 3 clusters Score -1298073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1298080.000000 Penalty: 4649.287598
	Iteration 31Q: 3 clusters Score -1298080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1298084.500000 Penalty: 4649.287598
	Iteration 32Q: 3 clusters Score -1298084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1298081.250000 Penalty: 4649.287598
	Iteration 33Q: 3 clusters Score -1298081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1298084.625000 Penalty: 4649.287598
	Iteration 34Q: 3 clusters Score -1298085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1298083.000000 Penalty: 4649.287598
	Iteration 35Q: 3 clusters Score -1298083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1298087.000000 Penalty: 4649.287598
	Iteration 36Q: 3 clusters Score -1298087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1298091.250000 Penalty: 4649.287598
	Iteration 37Q: 3 clusters Score -1298091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1298090.750000 Penalty: 4649.287598
	Iteration 38Q: 3 clusters Score -1298091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1298092.250000 Penalty: 4649.287598
	Iteration 39Q: 3 clusters Score -1298092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1298090.750000 Penalty: 4649.287598
	Iteration 40F: 3 clusters Score -1298091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1298090.625000 Penalty: 4649.287598
	Iteration 41Q: 3 clusters Score -1298091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1298094.000000 Penalty: 4649.287598
	Iteration 42Q: 3 clusters Score -1298094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1298092.750000 Penalty: 4649.287598
	Iteration 43Q: 3 clusters Score -1298093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1298092.000000 Penalty: 4649.287598
	Iteration 44Q: 3 clusters Score -1298092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1298092.750000 Penalty: 4649.287598
	Iteration 45Q: 3 clusters Score -1298093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1298091.875000 Penalty: 4649.287598
	Iteration 46Q: 3 clusters Score -1298092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1298095.625000 Penalty: 4649.287598
	Iteration 47Q: 3 clusters Score -1298096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1298093.250000 Penalty: 4649.287598
	Iteration 48Q: 3 clusters Score -1298093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1298095.750000 Penalty: 4649.287598
	Iteration 49Q: 3 clusters Score -1298096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1298095.750000 Penalty: 4649.287598
	Iteration 50F: 3 clusters Score -1298096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Entering Unmasked Estep 
Score: -1514981.500000 Penalty: 2364.991699
	Iteration 0F: 2 clusters Score -1514982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1504978.125000 Penalty: 4729.983398
	Iteration 0F: 3 clusters Score -1504978 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1508586.125000 Penalty: 4729.983398
	Iteration 1F: 3 clusters Score -1508586 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1509626.375000 Penalty: 4729.983398
	Iteration 2F: 3 clusters Score -1509626 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1510661.500000 Penalty: 4729.983398
	Iteration 3F: 3 clusters Score -1510662 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1511683.625000 Penalty: 4729.983398
	Iteration 4F: 3 clusters Score -1511684 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1512468.750000 Penalty: 4729.983398
	Iteration 5F: 3 clusters Score -1512469 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1512955.625000 Penalty: 4729.983398
	Iteration 6F: 3 clusters Score -1512956 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1513233.000000 Penalty: 4729.983398
	Iteration 7Q: 3 clusters Score -1513233 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1513404.000000 Penalty: 4729.983398
	Iteration 8Q: 3 clusters Score -1513404 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1513520.625000 Penalty: 4729.983398
	Iteration 9Q: 3 clusters Score -1513521 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1513596.125000 Penalty: 4729.983398
	Iteration 10Q: 3 clusters Score -1513596 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1513658.125000 Penalty: 4729.983398
	Iteration 11Q: 3 clusters Score -1513658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1513709.875000 Penalty: 4729.983398
	Iteration 12Q: 3 clusters Score -1513710 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1513752.750000 Penalty: 4729.983398
	Iteration 13Q: 3 clusters Score -1513753 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1513800.500000 Penalty: 4729.983398
	Iteration 14Q: 3 clusters Score -1513800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1513832.875000 Penalty: 4729.983398
	Iteration 15Q: 3 clusters Score -1513833 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1513852.625000 Penalty: 4729.983398
	Iteration 16Q: 3 clusters Score -1513853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1513865.625000 Penalty: 4729.983398
	Iteration 17Q: 3 clusters Score -1513866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1513877.875000 Penalty: 4729.983398
	Iteration 18Q: 3 clusters Score -1513878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1513888.625000 Penalty: 4729.983398
	Iteration 19Q: 3 clusters Score -1513889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1513893.375000 Penalty: 4729.983398
	Iteration 20F: 3 clusters Score -1513893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1513904.875000 Penalty: 4729.983398
	Iteration 21Q: 3 clusters Score -1513905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1513912.625000 Penalty: 4729.983398
	Iteration 22Q: 3 clusters Score -1513913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1513919.875000 Penalty: 4729.983398
	Iteration 23Q: 3 clusters Score -1513920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1513934.875000 Penalty: 4729.983398
	Iteration 24Q: 3 clusters Score -1513935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1513941.750000 Penalty: 4729.983398
	Iteration 25Q: 3 clusters Score -1513942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1513947.500000 Penalty: 4729.983398
	Iteration 26Q: 3 clusters Score -1513948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1513951.625000 Penalty: 4729.983398
	Iteration 27Q: 3 clusters Score -1513952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1513957.250000 Penalty: 4729.983398
	Iteration 28Q: 3 clusters Score -1513957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1513969.875000 Penalty: 4729.983398
	Iteration 29Q: 3 clusters Score -1513970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1513968.625000 Penalty: 4729.983398
	Iteration 30Q: 3 clusters Score -1513969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1513975.000000 Penalty: 4729.983398
	Iteration 31Q: 3 clusters Score -1513975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1513977.875000 Penalty: 4729.983398
	Iteration 32Q: 3 clusters Score -1513978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1513983.750000 Penalty: 4729.983398
	Iteration 33Q: 3 clusters Score -1513984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1513982.375000 Penalty: 4729.983398
	Iteration 34Q: 3 clusters Score -1513982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1513986.000000 Penalty: 4729.983398
	Iteration 35Q: 3 clusters Score -1513986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1513993.000000 Penalty: 4729.983398
	Iteration 36Q: 3 clusters Score -1513993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1513996.375000 Penalty: 4729.983398
	Iteration 37Q: 3 clusters Score -1513996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1513998.875000 Penalty: 4729.983398
	Iteration 38Q: 3 clusters Score -1513999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1514001.750000 Penalty: 4729.983398
	Iteration 39Q: 3 clusters Score -1514002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1514005.500000 Penalty: 4729.983398
	Iteration 40F: 3 clusters Score -1514006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1514006.750000 Penalty: 4729.983398
	Iteration 41Q: 3 clusters Score -1514007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1514007.875000 Penalty: 4729.983398
	Iteration 42Q: 3 clusters Score -1514008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1514005.500000 Penalty: 4729.983398
	Iteration 43Q: 3 clusters Score -1514006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1514006.500000 Penalty: 4729.983398
	Iteration 44Q: 3 clusters Score -1514006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1514008.125000 Penalty: 4729.983398
	Iteration 45Q: 3 clusters Score -1514008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1514008.375000 Penalty: 4729.983398
	Iteration 46Q: 3 clusters Score -1514008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1514008.375000 Penalty: 4729.983398
	Iteration 47F: 3 clusters Score -1514008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Entering Unmasked Estep 
Score: -6551803.500000 Penalty: 2711.998779
	Iteration 0F: 2 clusters Score -6551804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -6514243.500000 Penalty: 5423.997559
	Iteration 0F: 3 clusters Score -6514244 nChanged 26079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6528947.000000 Penalty: 5423.997559
	Iteration 1F: 3 clusters Score -6528947 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -6529799.500000 Penalty: 5423.997559
	Iteration 2Q: 3 clusters Score -6529800 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -6530934.500000 Penalty: 5423.997559
	Iteration 3Q: 3 clusters Score -6530934 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -6532542.500000 Penalty: 5423.997559
	Iteration 4F: 3 clusters Score -6532542 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -6534910.000000 Penalty: 5423.997559
	Iteration 5F: 3 clusters Score -6534910 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -6538279.000000 Penalty: 5423.997559
	Iteration 6F: 3 clusters Score -6538279 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -6541999.500000 Penalty: 5423.997559
	Iteration 7F: 3 clusters Score -6542000 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -6545367.500000 Penalty: 5423.997559
	Iteration 8F: 3 clusters Score -6545368 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6547569.000000 Penalty: 5423.997559
	Iteration 9Q: 3 clusters Score -6547569 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6548651.000000 Penalty: 5423.997559
	Iteration 10Q: 3 clusters Score -6548651 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6549131.500000 Penalty: 5423.997559
	Iteration 11Q: 3 clusters Score -6549132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6549272.500000 Penalty: 5423.997559
	Iteration 12Q: 3 clusters Score -6549272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6549361.500000 Penalty: 5423.997559
	Iteration 13Q: 3 clusters Score -6549362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6549404.000000 Penalty: 5423.997559
	Iteration 14Q: 3 clusters Score -6549404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6549426.000000 Penalty: 5423.997559
	Iteration 15Q: 3 clusters Score -6549426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6549442.000000 Penalty: 5423.997559
	Iteration 16Q: 3 clusters Score -6549442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6549448.500000 Penalty: 5423.997559
	Iteration 17Q: 3 clusters Score -6549448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6549457.500000 Penalty: 5423.997559
	Iteration 18Q: 3 clusters Score -6549458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6549458.000000 Penalty: 5423.997559
	Iteration 19Q: 3 clusters Score -6549458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6549463.000000 Penalty: 5423.997559
	Iteration 20F: 3 clusters Score -6549463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133352 members 
Entering Unmasked Estep 
Score: -15518061.000000 Penalty: 2926.585449
	Iteration 0F: 2 clusters Score -1.551806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -15428605.000000 Penalty: 5853.170898
	Iteration 0F: 3 clusters Score -1.54286e+07 nChanged 63702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 65119 members 
Entering Unmasked Estep 
Score: -15465771.000000 Penalty: 5853.170898
	Iteration 1F: 3 clusters Score -1.546577e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69135 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -15467051.000000 Penalty: 5853.170898
	Iteration 2Q: 3 clusters Score -1.546705e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -15468633.000000 Penalty: 5853.170898
	Iteration 3Q: 3 clusters Score -1.546863e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -15470480.000000 Penalty: 5853.170898
	Iteration 4Q: 3 clusters Score -1.547048e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -15472667.000000 Penalty: 5853.170898
	Iteration 5Q: 3 clusters Score -1.547267e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -15475354.000000 Penalty: 5853.170898
	Iteration 6Q: 3 clusters Score -1.547535e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -15478411.000000 Penalty: 5853.170898
	Iteration 7Q: 3 clusters Score -1.547841e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -15482032.000000 Penalty: 5853.170898
	Iteration 8Q: 3 clusters Score -1.548203e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -15486024.000000 Penalty: 5853.170898
	Iteration 9F: 3 clusters Score -1.548602e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -15490832.000000 Penalty: 5853.170898
	Iteration 10F: 3 clusters Score -1.549083e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104072 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -15495944.000000 Penalty: 5853.170898
	Iteration 11F: 3 clusters Score -1.549594e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -15501324.000000 Penalty: 5853.170898
	Iteration 12F: 3 clusters Score -1.550132e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117194 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -15506037.000000 Penalty: 5853.170898
	Iteration 13Q: 3 clusters Score -1.550604e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122089 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -15509888.000000 Penalty: 5853.170898
	Iteration 14Q: 3 clusters Score -1.550989e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125479 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -15512378.000000 Penalty: 5853.170898
	Iteration 15Q: 3 clusters Score -1.551238e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127664 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -15513767.000000 Penalty: 5853.170898
	Iteration 16Q: 3 clusters Score -1.551377e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129008 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -15514562.000000 Penalty: 5853.170898
	Iteration 17Q: 3 clusters Score -1.551456e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129814 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -15515060.000000 Penalty: 5853.170898
	Iteration 18Q: 3 clusters Score -1.551506e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130335 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -15515436.000000 Penalty: 5853.170898
	Iteration 19Q: 3 clusters Score -1.551544e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -15515618.000000 Penalty: 5853.170898
	Iteration 20F: 3 clusters Score -1.551562e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130854 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -15515749.000000 Penalty: 5853.170898
	Iteration 21Q: 3 clusters Score -1.551575e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130990 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -15515855.000000 Penalty: 5853.170898
	Iteration 22Q: 3 clusters Score -1.551586e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131122 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -15515957.000000 Penalty: 5853.170898
	Iteration 23Q: 3 clusters Score -1.551596e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -15516026.000000 Penalty: 5853.170898
	Iteration 24Q: 3 clusters Score -1.551603e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131271 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -15516092.000000 Penalty: 5853.170898
	Iteration 25Q: 3 clusters Score -1.551609e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131321 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -15516138.000000 Penalty: 5853.170898
	Iteration 26Q: 3 clusters Score -1.551614e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131353 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -15516166.000000 Penalty: 5853.170898
	Iteration 27Q: 3 clusters Score -1.551617e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -15516204.000000 Penalty: 5853.170898
	Iteration 28Q: 3 clusters Score -1.55162e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -15516214.000000 Penalty: 5853.170898
	Iteration 29Q: 3 clusters Score -1.551621e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -15516211.000000 Penalty: 5853.170898
	Iteration 30Q: 3 clusters Score -1.551621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131437 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -15516227.000000 Penalty: 5853.170898
	Iteration 31Q: 3 clusters Score -1.551623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131445 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15516231.000000 Penalty: 5853.170898
	Iteration 32Q: 3 clusters Score -1.551623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131461 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -15516245.000000 Penalty: 5853.170898
	Iteration 33Q: 3 clusters Score -1.551624e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131484 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15516252.000000 Penalty: 5853.170898
	Iteration 34Q: 3 clusters Score -1.551625e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131499 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -15516241.000000 Penalty: 5853.170898
	Iteration 35Q: 3 clusters Score -1.551624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -15516265.000000 Penalty: 5853.170898
	Iteration 36Q: 3 clusters Score -1.551626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131534 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15516271.000000 Penalty: 5853.170898
	Iteration 37Q: 3 clusters Score -1.551627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131544 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -15516283.000000 Penalty: 5853.170898
	Iteration 38Q: 3 clusters Score -1.551628e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15516285.000000 Penalty: 5853.170898
	Iteration 39Q: 3 clusters Score -1.551628e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -15516291.000000 Penalty: 5853.170898
	Iteration 40F: 3 clusters Score -1.551629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15516304.000000 Penalty: 5853.170898
	Iteration 41Q: 3 clusters Score -1.55163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -15516298.000000 Penalty: 5853.170898
	Iteration 42Q: 3 clusters Score -1.55163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15516302.000000 Penalty: 5853.170898
	Iteration 43Q: 3 clusters Score -1.55163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131572 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -15516319.000000 Penalty: 5853.170898
	Iteration 44Q: 3 clusters Score -1.551632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -15516324.000000 Penalty: 5853.170898
	Iteration 45Q: 3 clusters Score -1.551632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -15516323.000000 Penalty: 5853.170898
	Iteration 46Q: 3 clusters Score -1.551632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131571 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -15516323.000000 Penalty: 5853.170898
	Iteration 47Q: 3 clusters Score -1.551632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131566 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -15516325.000000 Penalty: 5853.170898
	Iteration 48Q: 3 clusters Score -1.551632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15516326.000000 Penalty: 5853.170898
	Iteration 49Q: 3 clusters Score -1.551633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15516329.000000 Penalty: 5853.170898
	Iteration 50Q: 3 clusters Score -1.551633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -15516337.000000 Penalty: 5853.170898
	Iteration 51Q: 3 clusters Score -1.551634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15516341.000000 Penalty: 5853.170898
	Iteration 52Q: 3 clusters Score -1.551634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15516333.000000 Penalty: 5853.170898
	Iteration 53Q: 3 clusters Score -1.551633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15516336.000000 Penalty: 5853.170898
	Iteration 54Q: 3 clusters Score -1.551634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15516337.000000 Penalty: 5853.170898
	Iteration 55Q: 3 clusters Score -1.551634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15516336.000000 Penalty: 5853.170898
	Iteration 56Q: 3 clusters Score -1.551634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15516344.000000 Penalty: 5853.170898
	Iteration 57Q: 3 clusters Score -1.551634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131557 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -15516341.000000 Penalty: 5853.170898
	Iteration 58Q: 3 clusters Score -1.551634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15516348.000000 Penalty: 5853.170898
	Iteration 59Q: 3 clusters Score -1.551635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15516352.000000 Penalty: 5853.170898
	Iteration 60F: 3 clusters Score -1.551635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15516347.000000 Penalty: 5853.170898
	Iteration 61Q: 3 clusters Score -1.551635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15516345.000000 Penalty: 5853.170898
	Iteration 62Q: 3 clusters Score -1.551634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -15516364.000000 Penalty: 5853.170898
	Iteration 63Q: 3 clusters Score -1.551636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131559 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15516364.000000 Penalty: 5853.170898
	Iteration 64Q: 3 clusters Score -1.551636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15516373.000000 Penalty: 5853.170898
	Iteration 65Q: 3 clusters Score -1.551637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15516381.000000 Penalty: 5853.170898
	Iteration 66Q: 3 clusters Score -1.551638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15516387.000000 Penalty: 5853.170898
	Iteration 67Q: 3 clusters Score -1.551639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15516392.000000 Penalty: 5853.170898
	Iteration 68Q: 3 clusters Score -1.551639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15516406.000000 Penalty: 5853.170898
	Iteration 69Q: 3 clusters Score -1.551641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -15516408.000000 Penalty: 5853.170898
	Iteration 70Q: 3 clusters Score -1.551641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -15516407.000000 Penalty: 5853.170898
	Iteration 71Q: 3 clusters Score -1.551641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15516405.000000 Penalty: 5853.170898
	Iteration 72Q: 3 clusters Score -1.55164e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131551 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -15516418.000000 Penalty: 5853.170898
	Iteration 73Q: 3 clusters Score -1.551642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131549 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15516419.000000 Penalty: 5853.170898
	Iteration 74Q: 3 clusters Score -1.551642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15516402.000000 Penalty: 5853.170898
	Iteration 75Q: 3 clusters Score -1.55164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131546 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -15516400.000000 Penalty: 5853.170898
	Iteration 76Q: 3 clusters Score -1.55164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15516411.000000 Penalty: 5853.170898
	Iteration 77Q: 3 clusters Score -1.551641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131554 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15516426.000000 Penalty: 5853.170898
	Iteration 78Q: 3 clusters Score -1.551643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131555 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -15516415.000000 Penalty: 5853.170898
	Iteration 79Q: 3 clusters Score -1.551642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131556 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15516415.000000 Penalty: 5853.170898
	Iteration 80F: 3 clusters Score -1.551642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131560 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -15516418.000000 Penalty: 5853.170898
	Iteration 81Q: 3 clusters Score -1.551642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -15516419.000000 Penalty: 5853.170898
	Iteration 82Q: 3 clusters Score -1.551642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131562 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -15516412.000000 Penalty: 5853.170898
	Iteration 83Q: 3 clusters Score -1.551641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131563 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -15516406.000000 Penalty: 5853.170898
	Iteration 84Q: 3 clusters Score -1.551641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131568 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15516411.000000 Penalty: 5853.170898
	Iteration 85Q: 3 clusters Score -1.551641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -15516422.000000 Penalty: 5853.170898
	Iteration 86Q: 3 clusters Score -1.551642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -15516417.000000 Penalty: 5853.170898
	Iteration 87Q: 3 clusters Score -1.551642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15516429.000000 Penalty: 5853.170898
	Iteration 88Q: 3 clusters Score -1.551643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131574 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -15516423.000000 Penalty: 5853.170898
	Iteration 89Q: 3 clusters Score -1.551642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -15516423.000000 Penalty: 5853.170898
	Iteration 90Q: 3 clusters Score -1.551642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131568 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15516431.000000 Penalty: 5853.170898
	Iteration 91Q: 3 clusters Score -1.551643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131566 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -15516421.000000 Penalty: 5853.170898
	Iteration 92Q: 3 clusters Score -1.551642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131565 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -15516430.000000 Penalty: 5853.170898
	Iteration 93Q: 3 clusters Score -1.551643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -15516437.000000 Penalty: 5853.170898
	Iteration 94Q: 3 clusters Score -1.551644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131564 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -15516437.000000 Penalty: 5853.170898
	Iteration 95F: 3 clusters Score -1.551644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (193878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193878 members 
Entering Unmasked Estep 
Score: -22520480.000000 Penalty: 3019.395996
	Iteration 0F: 2 clusters Score -2.252048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96762 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -22395804.000000 Penalty: 6038.791992
	Iteration 0F: 3 clusters Score -2.23958e+07 nChanged 92932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -22449744.000000 Penalty: 6038.791992
	Iteration 1F: 3 clusters Score -2.244974e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -22451074.000000 Penalty: 6038.791992
	Iteration 2Q: 3 clusters Score -2.245107e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 105340 members 
Entering Unmasked Estep 
Score: -22453242.000000 Penalty: 6038.791992
	Iteration 3Q: 3 clusters Score -2.245324e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83751 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -22456130.000000 Penalty: 6038.791992
	Iteration 4Q: 3 clusters Score -2.245613e+07 nChanged 9668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 117395 members 
Entering Unmasked Estep 
Score: -22460774.000000 Penalty: 6038.791992
	Iteration 5Q: 3 clusters Score -2.246077e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 127583 members 
Entering Unmasked Estep 
Score: -22467962.000000 Penalty: 6038.791992
	Iteration 6F: 3 clusters Score -2.246796e+07 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 140353 members 
Entering Unmasked Estep 
Score: -22478350.000000 Penalty: 6038.791992
	Iteration 7F: 3 clusters Score -2.247835e+07 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -22490454.000000 Penalty: 6038.791992
	Iteration 8F: 3 clusters Score -2.249045e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 167730 members 
Entering Unmasked Estep 
Score: -22501316.000000 Penalty: 6038.791992
	Iteration 9F: 3 clusters Score -2.250132e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 178011 members 
Entering Unmasked Estep 
Score: -22508874.000000 Penalty: 6038.791992
	Iteration 10F: 3 clusters Score -2.250887e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 184826 members 
Entering Unmasked Estep 
Score: -22513290.000000 Penalty: 6038.791992
	Iteration 11Q: 3 clusters Score -2.251329e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 188728 members 
Entering Unmasked Estep 
Score: -22515684.000000 Penalty: 6038.791992
	Iteration 12Q: 3 clusters Score -2.251568e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 190832 members 
Entering Unmasked Estep 
Score: -22516830.000000 Penalty: 6038.791992
	Iteration 13Q: 3 clusters Score -2.251683e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 191876 members 
Entering Unmasked Estep 
Score: -22517412.000000 Penalty: 6038.791992
	Iteration 14Q: 3 clusters Score -2.251741e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 192416 members 
Entering Unmasked Estep 
Score: -22517620.000000 Penalty: 6038.791992
	Iteration 15Q: 3 clusters Score -2.251762e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 192734 members 
Entering Unmasked Estep 
Score: -22517836.000000 Penalty: 6038.791992
	Iteration 16Q: 3 clusters Score -2.251784e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 192921 members 
Entering Unmasked Estep 
Score: -22517906.000000 Penalty: 6038.791992
	Iteration 17Q: 3 clusters Score -2.251791e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 193023 members 
Entering Unmasked Estep 
Score: -22518004.000000 Penalty: 6038.791992
	Iteration 18Q: 3 clusters Score -2.2518e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 193091 members 
Entering Unmasked Estep 
Score: -22518038.000000 Penalty: 6038.791992
	Iteration 19Q: 3 clusters Score -2.251804e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 193137 members 
Entering Unmasked Estep 
Score: -22518088.000000 Penalty: 6038.791992
	Iteration 20F: 3 clusters Score -2.251809e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 193161 members 
Entering Unmasked Estep 
Score: -22518118.000000 Penalty: 6038.791992
	Iteration 21Q: 3 clusters Score -2.251812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 193184 members 
Entering Unmasked Estep 
Score: -22518164.000000 Penalty: 6038.791992
	Iteration 22Q: 3 clusters Score -2.251816e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 193202 members 
Entering Unmasked Estep 
Score: -22518202.000000 Penalty: 6038.791992
	Iteration 23Q: 3 clusters Score -2.25182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 193217 members 
Entering Unmasked Estep 
Score: -22518222.000000 Penalty: 6038.791992
	Iteration 24Q: 3 clusters Score -2.251822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 193224 members 
Entering Unmasked Estep 
Score: -22518226.000000 Penalty: 6038.791992
	Iteration 25Q: 3 clusters Score -2.251823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 193228 members 
Entering Unmasked Estep 
Score: -22518236.000000 Penalty: 6038.791992
	Iteration 26Q: 3 clusters Score -2.251824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 193233 members 
Entering Unmasked Estep 
Score: -22518220.000000 Penalty: 6038.791992
	Iteration 27Q: 3 clusters Score -2.251822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 193233 members 
Entering Unmasked Estep 
Score: -22518236.000000 Penalty: 6038.791992
	Iteration 28Q: 3 clusters Score -2.251824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 193236 members 
Entering Unmasked Estep 
Score: -22518234.000000 Penalty: 6038.791992
	Iteration 29Q: 3 clusters Score -2.251823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 193239 members 
Entering Unmasked Estep 
Score: -22518230.000000 Penalty: 6038.791992
	Iteration 30Q: 3 clusters Score -2.251823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 193241 members 
Entering Unmasked Estep 
Score: -22518240.000000 Penalty: 6038.791992
	Iteration 31Q: 3 clusters Score -2.251824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 193246 members 
Entering Unmasked Estep 
Score: -22518240.000000 Penalty: 6038.791992
	Iteration 32Q: 3 clusters Score -2.251824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 193248 members 
Entering Unmasked Estep 
Score: -22518246.000000 Penalty: 6038.791992
	Iteration 33Q: 3 clusters Score -2.251825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 193250 members 
Entering Unmasked Estep 
Score: -22518250.000000 Penalty: 6038.791992
	Iteration 34Q: 3 clusters Score -2.251825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 193249 members 
Entering Unmasked Estep 
Score: -22518240.000000 Penalty: 6038.791992
	Iteration 35Q: 3 clusters Score -2.251824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 193249 members 
Entering Unmasked Estep 
Score: -22518240.000000 Penalty: 6038.791992
	Iteration 36F: 3 clusters Score -2.251824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Entering Unmasked Estep 
Score: -1259511.250000 Penalty: 2331.561279
	Iteration 0F: 2 clusters Score -1259511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1250558.125000 Penalty: 4663.122559
	Iteration 0F: 3 clusters Score -1250558 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1253422.750000 Penalty: 4663.122559
	Iteration 1F: 3 clusters Score -1253423 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1253977.500000 Penalty: 4663.122559
	Iteration 2F: 3 clusters Score -1253978 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1254498.000000 Penalty: 4663.122559
	Iteration 3F: 3 clusters Score -1254498 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1255010.875000 Penalty: 4663.122559
	Iteration 4F: 3 clusters Score -1255011 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1255539.875000 Penalty: 4663.122559
	Iteration 5F: 3 clusters Score -1255540 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1255979.875000 Penalty: 4663.122559
	Iteration 6F: 3 clusters Score -1255980 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1256340.125000 Penalty: 4663.122559
	Iteration 7Q: 3 clusters Score -1256340 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1256668.750000 Penalty: 4663.122559
	Iteration 8Q: 3 clusters Score -1256669 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1256942.750000 Penalty: 4663.122559
	Iteration 9Q: 3 clusters Score -1256943 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1257176.875000 Penalty: 4663.122559
	Iteration 10Q: 3 clusters Score -1257177 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1257343.750000 Penalty: 4663.122559
	Iteration 11Q: 3 clusters Score -1257344 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1257461.625000 Penalty: 4663.122559
	Iteration 12Q: 3 clusters Score -1257462 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1257568.250000 Penalty: 4663.122559
	Iteration 13Q: 3 clusters Score -1257568 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1257672.875000 Penalty: 4663.122559
	Iteration 14Q: 3 clusters Score -1257673 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1257765.750000 Penalty: 4663.122559
	Iteration 15Q: 3 clusters Score -1257766 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1257841.500000 Penalty: 4663.122559
	Iteration 16Q: 3 clusters Score -1257842 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1257898.875000 Penalty: 4663.122559
	Iteration 17Q: 3 clusters Score -1257899 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1257950.375000 Penalty: 4663.122559
	Iteration 18Q: 3 clusters Score -1257950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1257996.750000 Penalty: 4663.122559
	Iteration 19Q: 3 clusters Score -1257997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1258038.625000 Penalty: 4663.122559
	Iteration 20F: 3 clusters Score -1258039 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1258080.375000 Penalty: 4663.122559
	Iteration 21Q: 3 clusters Score -1258080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1258117.625000 Penalty: 4663.122559
	Iteration 22Q: 3 clusters Score -1258118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1258142.000000 Penalty: 4663.122559
	Iteration 23Q: 3 clusters Score -1258142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1258164.750000 Penalty: 4663.122559
	Iteration 24Q: 3 clusters Score -1258165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1258179.375000 Penalty: 4663.122559
	Iteration 25Q: 3 clusters Score -1258179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1258189.375000 Penalty: 4663.122559
	Iteration 26Q: 3 clusters Score -1258189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1258202.625000 Penalty: 4663.122559
	Iteration 27Q: 3 clusters Score -1258203 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1258213.625000 Penalty: 4663.122559
	Iteration 28Q: 3 clusters Score -1258214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1258222.125000 Penalty: 4663.122559
	Iteration 29Q: 3 clusters Score -1258222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1258229.625000 Penalty: 4663.122559
	Iteration 30Q: 3 clusters Score -1258230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1258228.625000 Penalty: 4663.122559
	Iteration 31Q: 3 clusters Score -1258229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1258234.625000 Penalty: 4663.122559
	Iteration 32Q: 3 clusters Score -1258235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1258237.500000 Penalty: 4663.122559
	Iteration 33Q: 3 clusters Score -1258238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1258237.500000 Penalty: 4663.122559
	Iteration 34Q: 3 clusters Score -1258238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1258241.625000 Penalty: 4663.122559
	Iteration 35Q: 3 clusters Score -1258242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1258240.250000 Penalty: 4663.122559
	Iteration 36Q: 3 clusters Score -1258240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1258240.125000 Penalty: 4663.122559
	Iteration 37Q: 3 clusters Score -1258240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1258239.250000 Penalty: 4663.122559
	Iteration 38Q: 3 clusters Score -1258239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1258239.250000 Penalty: 4663.122559
	Iteration 39F: 3 clusters Score -1258239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Entering Unmasked Estep 
Score: -6677201.500000 Penalty: 2721.243652
	Iteration 0F: 2 clusters Score -6677202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -6638118.000000 Penalty: 5442.487305
	Iteration 0F: 3 clusters Score -6638118 nChanged 27178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -6653862.000000 Penalty: 5442.487305
	Iteration 1F: 3 clusters Score -6653862 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6655023.000000 Penalty: 5442.487305
	Iteration 2Q: 3 clusters Score -6655023 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -6656516.000000 Penalty: 5442.487305
	Iteration 3Q: 3 clusters Score -6656516 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -6658278.500000 Penalty: 5442.487305
	Iteration 4F: 3 clusters Score -6658278 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -6660535.500000 Penalty: 5442.487305
	Iteration 5F: 3 clusters Score -6660536 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -6662976.500000 Penalty: 5442.487305
	Iteration 6F: 3 clusters Score -6662976 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -6665597.500000 Penalty: 5442.487305
	Iteration 7F: 3 clusters Score -6665598 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -6667647.000000 Penalty: 5442.487305
	Iteration 8F: 3 clusters Score -6667647 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6668826.000000 Penalty: 5442.487305
	Iteration 9Q: 3 clusters Score -6668826 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -6669493.500000 Penalty: 5442.487305
	Iteration 10Q: 3 clusters Score -6669494 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -6669873.500000 Penalty: 5442.487305
	Iteration 11Q: 3 clusters Score -6669874 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -6670213.000000 Penalty: 5442.487305
	Iteration 12Q: 3 clusters Score -6670213 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -6670476.500000 Penalty: 5442.487305
	Iteration 13Q: 3 clusters Score -6670476 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6670751.000000 Penalty: 5442.487305
	Iteration 14Q: 3 clusters Score -6670751 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -6670987.000000 Penalty: 5442.487305
	Iteration 15Q: 3 clusters Score -6670987 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -6671146.500000 Penalty: 5442.487305
	Iteration 16Q: 3 clusters Score -6671146 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -6671311.000000 Penalty: 5442.487305
	Iteration 17Q: 3 clusters Score -6671311 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -6671504.000000 Penalty: 5442.487305
	Iteration 18Q: 3 clusters Score -6671504 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -6671656.500000 Penalty: 5442.487305
	Iteration 19Q: 3 clusters Score -6671656 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -6671789.500000 Penalty: 5442.487305
	Iteration 20F: 3 clusters Score -6671790 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -6671932.000000 Penalty: 5442.487305
	Iteration 21Q: 3 clusters Score -6671932 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -6672024.000000 Penalty: 5442.487305
	Iteration 22Q: 3 clusters Score -6672024 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6672135.500000 Penalty: 5442.487305
	Iteration 23Q: 3 clusters Score -6672136 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -6672239.000000 Penalty: 5442.487305
	Iteration 24Q: 3 clusters Score -6672239 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -6672335.000000 Penalty: 5442.487305
	Iteration 25Q: 3 clusters Score -6672335 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -6672404.000000 Penalty: 5442.487305
	Iteration 26Q: 3 clusters Score -6672404 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -6672536.500000 Penalty: 5442.487305
	Iteration 27Q: 3 clusters Score -6672536 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -6672644.000000 Penalty: 5442.487305
	Iteration 28Q: 3 clusters Score -6672644 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -6672766.000000 Penalty: 5442.487305
	Iteration 29Q: 3 clusters Score -6672766 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -6672847.000000 Penalty: 5442.487305
	Iteration 30Q: 3 clusters Score -6672847 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -6672926.000000 Penalty: 5442.487305
	Iteration 31Q: 3 clusters Score -6672926 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -6672993.500000 Penalty: 5442.487305
	Iteration 32Q: 3 clusters Score -6672994 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -6673033.500000 Penalty: 5442.487305
	Iteration 33Q: 3 clusters Score -6673034 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -6673106.500000 Penalty: 5442.487305
	Iteration 34Q: 3 clusters Score -6673106 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -6673189.500000 Penalty: 5442.487305
	Iteration 35Q: 3 clusters Score -6673190 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -6673261.500000 Penalty: 5442.487305
	Iteration 36Q: 3 clusters Score -6673262 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -6673296.000000 Penalty: 5442.487305
	Iteration 37Q: 3 clusters Score -6673296 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -6673367.500000 Penalty: 5442.487305
	Iteration 38Q: 3 clusters Score -6673368 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -6673407.000000 Penalty: 5442.487305
	Iteration 39Q: 3 clusters Score -6673407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -6673478.500000 Penalty: 5442.487305
	Iteration 40F: 3 clusters Score -6673478 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -6673582.500000 Penalty: 5442.487305
	Iteration 41Q: 3 clusters Score -6673582 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -6673670.500000 Penalty: 5442.487305
	Iteration 42Q: 3 clusters Score -6673670 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -6673680.000000 Penalty: 5442.487305
	Iteration 43Q: 3 clusters Score -6673680 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -6673767.000000 Penalty: 5442.487305
	Iteration 44Q: 3 clusters Score -6673767 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -6673844.000000 Penalty: 5442.487305
	Iteration 45Q: 3 clusters Score -6673844 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -6673896.500000 Penalty: 5442.487305
	Iteration 46Q: 3 clusters Score -6673896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -6673945.500000 Penalty: 5442.487305
	Iteration 47Q: 3 clusters Score -6673946 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -6674010.000000 Penalty: 5442.487305
	Iteration 48Q: 3 clusters Score -6674010 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6674066.500000 Penalty: 5442.487305
	Iteration 49Q: 3 clusters Score -6674066 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -6674138.000000 Penalty: 5442.487305
	Iteration 50Q: 3 clusters Score -6674138 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -6674185.500000 Penalty: 5442.487305
	Iteration 51Q: 3 clusters Score -6674186 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -6674236.500000 Penalty: 5442.487305
	Iteration 52Q: 3 clusters Score -6674236 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -6674286.000000 Penalty: 5442.487305
	Iteration 53Q: 3 clusters Score -6674286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -6674316.000000 Penalty: 5442.487305
	Iteration 54Q: 3 clusters Score -6674316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6674370.500000 Penalty: 5442.487305
	Iteration 55Q: 3 clusters Score -6674370 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -6674379.000000 Penalty: 5442.487305
	Iteration 56Q: 3 clusters Score -6674379 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6674435.000000 Penalty: 5442.487305
	Iteration 57Q: 3 clusters Score -6674435 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -6674434.000000 Penalty: 5442.487305
	Iteration 58Q: 3 clusters Score -6674434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -6674469.000000 Penalty: 5442.487305
	Iteration 59Q: 3 clusters Score -6674469 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -6674508.500000 Penalty: 5442.487305
	Iteration 60F: 3 clusters Score -6674508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -6674530.000000 Penalty: 5442.487305
	Iteration 61Q: 3 clusters Score -6674530 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -6674560.000000 Penalty: 5442.487305
	Iteration 62Q: 3 clusters Score -6674560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -6674580.000000 Penalty: 5442.487305
	Iteration 63Q: 3 clusters Score -6674580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -6674583.500000 Penalty: 5442.487305
	Iteration 64Q: 3 clusters Score -6674584 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -6674606.000000 Penalty: 5442.487305
	Iteration 65Q: 3 clusters Score -6674606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -6674607.000000 Penalty: 5442.487305
	Iteration 66Q: 3 clusters Score -6674607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6674609.000000 Penalty: 5442.487305
	Iteration 67Q: 3 clusters Score -6674609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -6674616.000000 Penalty: 5442.487305
	Iteration 68Q: 3 clusters Score -6674616 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6674643.000000 Penalty: 5442.487305
	Iteration 69Q: 3 clusters Score -6674643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -6674654.000000 Penalty: 5442.487305
	Iteration 70Q: 3 clusters Score -6674654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -6674653.500000 Penalty: 5442.487305
	Iteration 71Q: 3 clusters Score -6674654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -6674672.500000 Penalty: 5442.487305
	Iteration 72Q: 3 clusters Score -6674672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -6674682.500000 Penalty: 5442.487305
	Iteration 73Q: 3 clusters Score -6674682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -6674706.000000 Penalty: 5442.487305
	Iteration 74Q: 3 clusters Score -6674706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -6674716.500000 Penalty: 5442.487305
	Iteration 75Q: 3 clusters Score -6674716 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -6674748.500000 Penalty: 5442.487305
	Iteration 76Q: 3 clusters Score -6674748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -6674753.000000 Penalty: 5442.487305
	Iteration 77Q: 3 clusters Score -6674753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -6674762.500000 Penalty: 5442.487305
	Iteration 78Q: 3 clusters Score -6674762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -6674771.500000 Penalty: 5442.487305
	Iteration 79Q: 3 clusters Score -6674772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -6674798.000000 Penalty: 5442.487305
	Iteration 80F: 3 clusters Score -6674798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6674828.500000 Penalty: 5442.487305
	Iteration 81Q: 3 clusters Score -6674828 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -6674812.500000 Penalty: 5442.487305
	Iteration 82Q: 3 clusters Score -6674812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6674812.500000 Penalty: 5442.487305
	Iteration 83Q: 3 clusters Score -6674812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6674833.500000 Penalty: 5442.487305
	Iteration 84Q: 3 clusters Score -6674834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6674846.000000 Penalty: 5442.487305
	Iteration 85Q: 3 clusters Score -6674846 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6674855 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6674853 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -6674864.000000 Penalty: 5442.487305
	Iteration 88Q: 3 clusters Score -6674864 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6674871 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6674886 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6674896 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6674887 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6674900 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6674907 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6674914 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6674922.000000 Penalty: 5442.487305
	Iteration 96Q: 3 clusters Score -6674922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -6674939.500000 Penalty: 5442.487305
	Iteration 97Q: 3 clusters Score -6674940 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6674928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6674936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6674920.000000 Penalty: 5442.487305
	Iteration 100F: 3 clusters Score -6674920 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6674928 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6674940 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6674951 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6674947 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6674950 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6674944 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6674950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -6674957.000000 Penalty: 5442.487305
	Iteration 108Q: 3 clusters Score -6674957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6674960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6674972.500000 Penalty: 5442.487305
	Iteration 110Q: 3 clusters Score -6674972 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6674978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6674980.000000 Penalty: 5442.487305
	Iteration 112Q: 3 clusters Score -6674980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6674977.000000 Penalty: 5442.487305
	Iteration 113Q: 3 clusters Score -6674977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6674981.000000 Penalty: 5442.487305
	Iteration 114Q: 3 clusters Score -6674981 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6675000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6674996.000000 Penalty: 5442.487305
	Iteration 116Q: 3 clusters Score -6674996 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6675003.500000 Penalty: 5442.487305
	Iteration 117Q: 3 clusters Score -6675004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6675004 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6675010.500000 Penalty: 5442.487305
	Iteration 119Q: 3 clusters Score -6675010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6675009.500000 Penalty: 5442.487305
	Iteration 120F: 3 clusters Score -6675010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6675014.500000 Penalty: 5442.487305
	Iteration 121Q: 3 clusters Score -6675014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -6675017.500000 Penalty: 5442.487305
	Iteration 122Q: 3 clusters Score -6675018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6675017.000000 Penalty: 5442.487305
	Iteration 123Q: 3 clusters Score -6675017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6675029.500000 Penalty: 5442.487305
	Iteration 124Q: 3 clusters Score -6675030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6675046.500000 Penalty: 5442.487305
	Iteration 125Q: 3 clusters Score -6675046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6675052.500000 Penalty: 5442.487305
	Iteration 126Q: 3 clusters Score -6675052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -6675052.000000 Penalty: 5442.487305
	Iteration 127Q: 3 clusters Score -6675052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6675050.500000 Penalty: 5442.487305
	Iteration 128Q: 3 clusters Score -6675050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6675050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6675043.000000 Penalty: 5442.487305
	Iteration 130Q: 3 clusters Score -6675043 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6675041.000000 Penalty: 5442.487305
	Iteration 131Q: 3 clusters Score -6675041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -6675048.500000 Penalty: 5442.487305
	Iteration 132Q: 3 clusters Score -6675048 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6675050 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6675053.500000 Penalty: 5442.487305
	Iteration 134Q: 3 clusters Score -6675054 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -6675051.500000 Penalty: 5442.487305
	Iteration 135Q: 3 clusters Score -6675052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6675045.500000 Penalty: 5442.487305
	Iteration 136Q: 3 clusters Score -6675046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6675045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6675048 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6675037.000000 Penalty: 5442.487305
	Iteration 139Q: 3 clusters Score -6675037 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6675038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6675036.500000 Penalty: 5442.487305
	Iteration 141Q: 3 clusters Score -6675036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6675042.500000 Penalty: 5442.487305
	Iteration 142Q: 3 clusters Score -6675042 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6675042 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6675046 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6675045 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6675045 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6675050 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6675056.000000 Penalty: 5442.487305
	Iteration 148Q: 3 clusters Score -6675056 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6675054.000000 Penalty: 5442.487305
	Iteration 149Q: 3 clusters Score -6675054 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6675050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6675049.000000 Penalty: 5442.487305
	Iteration 151Q: 3 clusters Score -6675049 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6675050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6675048 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6675041.000000 Penalty: 5442.487305
	Iteration 154Q: 3 clusters Score -6675041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6675040.500000 Penalty: 5442.487305
	Iteration 155Q: 3 clusters Score -6675040 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6675050 nChanged 0
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Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 157F: 3 clusters Score -6675050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1470385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1460683 nChanged 5616
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Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1463815 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1464204 nChanged 681
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1464502 nChanged 549
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1464722 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1464899 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1465092 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1465284.500000 Penalty: 4702.413574
	Iteration 7Q: 3 clusters Score -1465284 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1465485 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1465749 nChanged 517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1466068 nChanged 544
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Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1466437 nChanged 575
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1466828 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1467164.250000 Penalty: 4702.413574
	Iteration 13Q: 3 clusters Score -1467164 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1467435.125000 Penalty: 4702.413574
	Iteration 14Q: 3 clusters Score -1467435 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1467716.125000 Penalty: 4702.413574
	Iteration 15Q: 3 clusters Score -1467716 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1467936.000000 Penalty: 4702.413574
	Iteration 16Q: 3 clusters Score -1467936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1468121.000000 Penalty: 4702.413574
	Iteration 17Q: 3 clusters Score -1468121 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1468244.375000 Penalty: 4702.413574
	Iteration 18Q: 3 clusters Score -1468244 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1468336.875000 Penalty: 4702.413574
	Iteration 19Q: 3 clusters Score -1468337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1468413.250000 Penalty: 4702.413574
	Iteration 20F: 3 clusters Score -1468413 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1468452.250000 Penalty: 4702.413574
	Iteration 21Q: 3 clusters Score -1468452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1468485.125000 Penalty: 4702.413574
	Iteration 22Q: 3 clusters Score -1468485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1468502.750000 Penalty: 4702.413574
	Iteration 23Q: 3 clusters Score -1468503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1468521.000000 Penalty: 4702.413574
	Iteration 24Q: 3 clusters Score -1468521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1468532.375000 Penalty: 4702.413574
	Iteration 25Q: 3 clusters Score -1468532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1468538.875000 Penalty: 4702.413574
	Iteration 26Q: 3 clusters Score -1468539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1468546.000000 Penalty: 4702.413574
	Iteration 27Q: 3 clusters Score -1468546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1468549.500000 Penalty: 4702.413574
	Iteration 28Q: 3 clusters Score -1468550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1468549.125000 Penalty: 4702.413574
	Iteration 29Q: 3 clusters Score -1468549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1468549.125000 Penalty: 4702.413574
	Iteration 30F: 3 clusters Score -1468549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Entering Unmasked Estep 
Score: -782715.687500 Penalty: 2198.316895
	Iteration 0F: 2 clusters Score -782715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -776855.250000 Penalty: 4396.633789
	Iteration 0F: 3 clusters Score -776855.2 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -778421.000000 Penalty: 4396.633789
	Iteration 1F: 3 clusters Score -778421 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -778739.687500 Penalty: 4396.633789
	Iteration 2F: 3 clusters Score -778739.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -778968.187500 Penalty: 4396.633789
	Iteration 3F: 3 clusters Score -778968.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -779130.625000 Penalty: 4396.633789
	Iteration 4Q: 3 clusters Score -779130.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -779259.062500 Penalty: 4396.633789
	Iteration 5Q: 3 clusters Score -779259.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -779368.625000 Penalty: 4396.633789
	Iteration 6Q: 3 clusters Score -779368.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -779463.062500 Penalty: 4396.633789
	Iteration 7Q: 3 clusters Score -779463.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -779559.312500 Penalty: 4396.633789
	Iteration 8Q: 3 clusters Score -779559.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -779630.437500 Penalty: 4396.633789
	Iteration 9Q: 3 clusters Score -779630.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -779725.000000 Penalty: 4396.633789
	Iteration 10Q: 3 clusters Score -779725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -779860.250000 Penalty: 4396.633789
	Iteration 11Q: 3 clusters Score -779860.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -779995.312500 Penalty: 4396.633789
	Iteration 12Q: 3 clusters Score -779995.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -780115.500000 Penalty: 4396.633789
	Iteration 13Q: 3 clusters Score -780115.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -780211.625000 Penalty: 4396.633789
	Iteration 14Q: 3 clusters Score -780211.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -780314.312500 Penalty: 4396.633789
	Iteration 15Q: 3 clusters Score -780314.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -780417.000000 Penalty: 4396.633789
	Iteration 16Q: 3 clusters Score -780417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -780498.687500 Penalty: 4396.633789
	Iteration 17Q: 3 clusters Score -780498.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -780579.062500 Penalty: 4396.633789
	Iteration 18Q: 3 clusters Score -780579.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -780649.250000 Penalty: 4396.633789
	Iteration 19Q: 3 clusters Score -780649.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -780701.437500 Penalty: 4396.633789
	Iteration 20F: 3 clusters Score -780701.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -780752.687500 Penalty: 4396.633789
	Iteration 21Q: 3 clusters Score -780752.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -780785.625000 Penalty: 4396.633789
	Iteration 22Q: 3 clusters Score -780785.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -780808.125000 Penalty: 4396.633789
	Iteration 23Q: 3 clusters Score -780808.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -780823.875000 Penalty: 4396.633789
	Iteration 24Q: 3 clusters Score -780823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -780840.000000 Penalty: 4396.633789
	Iteration 25Q: 3 clusters Score -780840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -780849.312500 Penalty: 4396.633789
	Iteration 26Q: 3 clusters Score -780849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -780856.250000 Penalty: 4396.633789
	Iteration 27Q: 3 clusters Score -780856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -780857.312500 Penalty: 4396.633789
	Iteration 28Q: 3 clusters Score -780857.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -780858.562500 Penalty: 4396.633789
	Iteration 29Q: 3 clusters Score -780858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -780862.625000 Penalty: 4396.633789
	Iteration 30Q: 3 clusters Score -780862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -780865.125000 Penalty: 4396.633789
	Iteration 31Q: 3 clusters Score -780865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -780867.625000 Penalty: 4396.633789
	Iteration 32Q: 3 clusters Score -780867.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -780870.687500 Penalty: 4396.633789
	Iteration 33Q: 3 clusters Score -780870.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -780873.625000 Penalty: 4396.633789
	Iteration 34Q: 3 clusters Score -780873.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -780876.625000 Penalty: 4396.633789
	Iteration 35Q: 3 clusters Score -780876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -780878.062500 Penalty: 4396.633789
	Iteration 36Q: 3 clusters Score -780878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -780879.125000 Penalty: 4396.633789
	Iteration 37Q: 3 clusters Score -780879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -780881.437500 Penalty: 4396.633789
	Iteration 38Q: 3 clusters Score -780881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -780883.562500 Penalty: 4396.633789
	Iteration 39Q: 3 clusters Score -780883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -780887.687500 Penalty: 4396.633789
	Iteration 40F: 3 clusters Score -780887.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -780888.812500 Penalty: 4396.633789
	Iteration 41Q: 3 clusters Score -780888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -780891.875000 Penalty: 4396.633789
	Iteration 42Q: 3 clusters Score -780891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -780891.875000 Penalty: 4396.633789
	Iteration 43F: 3 clusters Score -780891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (257500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257500 members 
Entering Unmasked Estep 
Score: -30004186.000000 Penalty: 3089.776123
	Iteration 0F: 2 clusters Score -3.000419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128634 members 
Mstep: Class 2 contains 128866 members 
Entering Unmasked Estep 
Score: -29847732.000000 Penalty: 6179.552246
	Iteration 0F: 3 clusters Score -2.984773e+07 nChanged 124585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127823 members 
Mstep: Class 2 contains 129677 members 
Entering Unmasked Estep 
Score: -29920506.000000 Penalty: 6179.552246
	Iteration 1F: 3 clusters Score -2.992051e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128154 members 
Mstep: Class 2 contains 129346 members 
Entering Unmasked Estep 
Score: -29922082.000000 Penalty: 6179.552246
	Iteration 2Q: 3 clusters Score -2.992208e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128866 members 
Mstep: Class 2 contains 128634 members 
Entering Unmasked Estep 
Score: -29923792.000000 Penalty: 6179.552246
	Iteration 3Q: 3 clusters Score -2.992379e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130156 members 
Mstep: Class 2 contains 127344 members 
Entering Unmasked Estep 
Score: -29925946.000000 Penalty: 6179.552246
	Iteration 4Q: 3 clusters Score -2.992595e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132227 members 
Mstep: Class 2 contains 125273 members 
Entering Unmasked Estep 
Score: -29929182.000000 Penalty: 6179.552246
	Iteration 5Q: 3 clusters Score -2.992918e+07 nChanged 11013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135164 members 
Mstep: Class 2 contains 122336 members 
Entering Unmasked Estep 
Score: -29932850.000000 Penalty: 6179.552246
	Iteration 6Q: 3 clusters Score -2.993285e+07 nChanged 12124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 118582 members 
Entering Unmasked Estep 
Score: -29937432.000000 Penalty: 6179.552246
	Iteration 7Q: 3 clusters Score -2.993743e+07 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143521 members 
Mstep: Class 2 contains 113979 members 
Entering Unmasked Estep 
Score: -29942300.000000 Penalty: 6179.552246
	Iteration 8Q: 3 clusters Score -2.99423e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148825 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -29947070.000000 Penalty: 6179.552246
	Iteration 9F: 3 clusters Score -2.994707e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154769 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -29951898.000000 Penalty: 6179.552246
	Iteration 10Q: 3 clusters Score -2.99519e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161440 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -29955630.000000 Penalty: 6179.552246
	Iteration 11Q: 3 clusters Score -2.995563e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 88696 members 
Entering Unmasked Estep 
Score: -29958538.000000 Penalty: 6179.552246
	Iteration 12Q: 3 clusters Score -2.995854e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177295 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -29960936.000000 Penalty: 6179.552246
	Iteration 13Q: 3 clusters Score -2.996094e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187030 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -29962966.000000 Penalty: 6179.552246
	Iteration 14Q: 3 clusters Score -2.996297e+07 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197606 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -29965928.000000 Penalty: 6179.552246
	Iteration 15Q: 3 clusters Score -2.996593e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208927 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -29970300.000000 Penalty: 6179.552246
	Iteration 16Q: 3 clusters Score -2.99703e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220675 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -29975748.000000 Penalty: 6179.552246
	Iteration 17Q: 3 clusters Score -2.997575e+07 nChanged 11252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231927 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -29982588.000000 Penalty: 6179.552246
	Iteration 18Q: 3 clusters Score -2.998259e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241615 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -29989328.000000 Penalty: 6179.552246
	Iteration 19Q: 3 clusters Score -2.998933e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248833 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -29995040.000000 Penalty: 6179.552246
	Iteration 20F: 3 clusters Score -2.999504e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253181 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -29998500.000000 Penalty: 6179.552246
	Iteration 21Q: 3 clusters Score -2.99985e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255313 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -30000196.000000 Penalty: 6179.552246
	Iteration 22Q: 3 clusters Score -3.00002e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256262 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -30000914.000000 Penalty: 6179.552246
	Iteration 23Q: 3 clusters Score -3.000091e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256623 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -30001174.000000 Penalty: 6179.552246
	Iteration 24Q: 3 clusters Score -3.000117e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256783 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -30001280.000000 Penalty: 6179.552246
	Iteration 25Q: 3 clusters Score -3.000128e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256843 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -30001340.000000 Penalty: 6179.552246
	Iteration 26Q: 3 clusters Score -3.000134e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256879 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -30001418.000000 Penalty: 6179.552246
	Iteration 27Q: 3 clusters Score -3.000142e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256899 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -30001458.000000 Penalty: 6179.552246
	Iteration 28Q: 3 clusters Score -3.000146e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256908 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -30001466.000000 Penalty: 6179.552246
	Iteration 29Q: 3 clusters Score -3.000147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256915 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -30001476.000000 Penalty: 6179.552246
	Iteration 30Q: 3 clusters Score -3.000148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256922 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -30001518.000000 Penalty: 6179.552246
	Iteration 31Q: 3 clusters Score -3.000152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256928 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -30001524.000000 Penalty: 6179.552246
	Iteration 32Q: 3 clusters Score -3.000152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256933 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -30001512.000000 Penalty: 6179.552246
	Iteration 33Q: 3 clusters Score -3.000151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256939 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -30001546.000000 Penalty: 6179.552246
	Iteration 34Q: 3 clusters Score -3.000155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256947 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -30001558.000000 Penalty: 6179.552246
	Iteration 35Q: 3 clusters Score -3.000156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256957 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -30001554.000000 Penalty: 6179.552246
	Iteration 36Q: 3 clusters Score -3.000155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256962 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -30001548.000000 Penalty: 6179.552246
	Iteration 37Q: 3 clusters Score -3.000155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256963 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -30001560.000000 Penalty: 6179.552246
	Iteration 38Q: 3 clusters Score -3.000156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256967 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -30001572.000000 Penalty: 6179.552246
	Iteration 39Q: 3 clusters Score -3.000157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256966 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -30001568.000000 Penalty: 6179.552246
	Iteration 40F: 3 clusters Score -3.000157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256969 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -30001566.000000 Penalty: 6179.552246
	Iteration 41Q: 3 clusters Score -3.000157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256970 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30001574.000000 Penalty: 6179.552246
	Iteration 42Q: 3 clusters Score -3.000157e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256970 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30001574.000000 Penalty: 6179.552246
	Iteration 43F: 3 clusters Score -3.000157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Entering Unmasked Estep 
Score: -10376290.000000 Penalty: 2826.154541
	Iteration 0F: 2 clusters Score -1.037629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -10316533.000000 Penalty: 5652.309082
	Iteration 0F: 3 clusters Score -1.031653e+07 nChanged 41924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -10340556.000000 Penalty: 5652.309082
	Iteration 1F: 3 clusters Score -1.034056e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -10341392.000000 Penalty: 5652.309082
	Iteration 2Q: 3 clusters Score -1.034139e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -10342419.000000 Penalty: 5652.309082
	Iteration 3Q: 3 clusters Score -1.034242e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -10343887.000000 Penalty: 5652.309082
	Iteration 4Q: 3 clusters Score -1.034389e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -10345778.000000 Penalty: 5652.309082
	Iteration 5Q: 3 clusters Score -1.034578e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -10348831.000000 Penalty: 5652.309082
	Iteration 6F: 3 clusters Score -1.034883e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -10352997.000000 Penalty: 5652.309082
	Iteration 7F: 3 clusters Score -1.0353e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -10358273.000000 Penalty: 5652.309082
	Iteration 8F: 3 clusters Score -1.035827e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -10363048.000000 Penalty: 5652.309082
	Iteration 9F: 3 clusters Score -1.036305e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -10365528.000000 Penalty: 5652.309082
	Iteration 10Q: 3 clusters Score -1.036553e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -10366599.000000 Penalty: 5652.309082
	Iteration 11Q: 3 clusters Score -1.03666e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -10367241.000000 Penalty: 5652.309082
	Iteration 12Q: 3 clusters Score -1.036724e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 66535 members 
Entering Unmasked Estep 
Score: -10367726.000000 Penalty: 5652.309082
	Iteration 13Q: 3 clusters Score -1.036773e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -10368107.000000 Penalty: 5652.309082
	Iteration 14Q: 3 clusters Score -1.036811e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -10368442.000000 Penalty: 5652.309082
	Iteration 15Q: 3 clusters Score -1.036844e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -10368703.000000 Penalty: 5652.309082
	Iteration 16Q: 3 clusters Score -1.03687e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 70489 members 
Entering Unmasked Estep 
Score: -10368922.000000 Penalty: 5652.309082
	Iteration 17Q: 3 clusters Score -1.036892e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 71338 members 
Entering Unmasked Estep 
Score: -10369174.000000 Penalty: 5652.309082
	Iteration 18Q: 3 clusters Score -1.036917e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -10369467.000000 Penalty: 5652.309082
	Iteration 19Q: 3 clusters Score -1.036947e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 73004 members 
Entering Unmasked Estep 
Score: -10369761.000000 Penalty: 5652.309082
	Iteration 20F: 3 clusters Score -1.036976e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 73796 members 
Entering Unmasked Estep 
Score: -10370003.000000 Penalty: 5652.309082
	Iteration 21Q: 3 clusters Score -1.037e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 74551 members 
Entering Unmasked Estep 
Score: -10370218.000000 Penalty: 5652.309082
	Iteration 22Q: 3 clusters Score -1.037022e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 75294 members 
Entering Unmasked Estep 
Score: -10370455.000000 Penalty: 5652.309082
	Iteration 23Q: 3 clusters Score -1.037046e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -10370669.000000 Penalty: 5652.309082
	Iteration 24Q: 3 clusters Score -1.037067e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 76681 members 
Entering Unmasked Estep 
Score: -10370835.000000 Penalty: 5652.309082
	Iteration 25Q: 3 clusters Score -1.037084e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -10371029.000000 Penalty: 5652.309082
	Iteration 26Q: 3 clusters Score -1.037103e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 78059 members 
Entering Unmasked Estep 
Score: -10371245.000000 Penalty: 5652.309082
	Iteration 27Q: 3 clusters Score -1.037124e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -10371430.000000 Penalty: 5652.309082
	Iteration 28Q: 3 clusters Score -1.037143e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -10371608.000000 Penalty: 5652.309082
	Iteration 29Q: 3 clusters Score -1.037161e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -10371784.000000 Penalty: 5652.309082
	Iteration 30Q: 3 clusters Score -1.037178e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -10372015.000000 Penalty: 5652.309082
	Iteration 31Q: 3 clusters Score -1.037202e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -10372237.000000 Penalty: 5652.309082
	Iteration 32Q: 3 clusters Score -1.037224e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -10372389.000000 Penalty: 5652.309082
	Iteration 33Q: 3 clusters Score -1.037239e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -10372513.000000 Penalty: 5652.309082
	Iteration 34Q: 3 clusters Score -1.037251e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -10372679.000000 Penalty: 5652.309082
	Iteration 35Q: 3 clusters Score -1.037268e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -10372864.000000 Penalty: 5652.309082
	Iteration 36Q: 3 clusters Score -1.037286e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -10373023.000000 Penalty: 5652.309082
	Iteration 37Q: 3 clusters Score -1.037302e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -10373140.000000 Penalty: 5652.309082
	Iteration 38Q: 3 clusters Score -1.037314e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -10373242.000000 Penalty: 5652.309082
	Iteration 39Q: 3 clusters Score -1.037324e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -10373268.000000 Penalty: 5652.309082
	Iteration 40F: 3 clusters Score -1.037327e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -10373362.000000 Penalty: 5652.309082
	Iteration 41Q: 3 clusters Score -1.037336e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -10373422.000000 Penalty: 5652.309082
	Iteration 42Q: 3 clusters Score -1.037342e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 84785 members 
Entering Unmasked Estep 
Score: -10373484.000000 Penalty: 5652.309082
	Iteration 43Q: 3 clusters Score -1.037348e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -10373537.000000 Penalty: 5652.309082
	Iteration 44Q: 3 clusters Score -1.037354e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -10373582.000000 Penalty: 5652.309082
	Iteration 45Q: 3 clusters Score -1.037358e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -10373624.000000 Penalty: 5652.309082
	Iteration 46Q: 3 clusters Score -1.037362e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -10373657.000000 Penalty: 5652.309082
	Iteration 47Q: 3 clusters Score -1.037366e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -10373688.000000 Penalty: 5652.309082
	Iteration 48Q: 3 clusters Score -1.037369e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -10373714.000000 Penalty: 5652.309082
	Iteration 49Q: 3 clusters Score -1.037371e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -10373777.000000 Penalty: 5652.309082
	Iteration 50Q: 3 clusters Score -1.037378e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -10373818.000000 Penalty: 5652.309082
	Iteration 51Q: 3 clusters Score -1.037382e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -10373858.000000 Penalty: 5652.309082
	Iteration 52Q: 3 clusters Score -1.037386e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 86088 members 
Entering Unmasked Estep 
Score: -10373915.000000 Penalty: 5652.309082
	Iteration 53Q: 3 clusters Score -1.037392e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -10373964.000000 Penalty: 5652.309082
	Iteration 54Q: 3 clusters Score -1.037396e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -10373985.000000 Penalty: 5652.309082
	Iteration 55Q: 3 clusters Score -1.037398e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 86364 members 
Entering Unmasked Estep 
Score: -10374000.000000 Penalty: 5652.309082
	Iteration 56Q: 3 clusters Score -1.0374e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -10374019.000000 Penalty: 5652.309082
	Iteration 57Q: 3 clusters Score -1.037402e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -10374053.000000 Penalty: 5652.309082
	Iteration 58Q: 3 clusters Score -1.037405e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -10374046.000000 Penalty: 5652.309082
	Iteration 59Q: 3 clusters Score -1.037405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 86539 members 
Entering Unmasked Estep 
Score: -10374055.000000 Penalty: 5652.309082
	Iteration 60F: 3 clusters Score -1.037406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -10374064.000000 Penalty: 5652.309082
	Iteration 61Q: 3 clusters Score -1.037406e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -10374067.000000 Penalty: 5652.309082
	Iteration 62Q: 3 clusters Score -1.037407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -10374085.000000 Penalty: 5652.309082
	Iteration 63Q: 3 clusters Score -1.037408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 86666 members 
Entering Unmasked Estep 
Score: -10374089.000000 Penalty: 5652.309082
	Iteration 64Q: 3 clusters Score -1.037409e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 86687 members 
Entering Unmasked Estep 
Score: -10374106.000000 Penalty: 5652.309082
	Iteration 65Q: 3 clusters Score -1.037411e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -10374112.000000 Penalty: 5652.309082
	Iteration 66Q: 3 clusters Score -1.037411e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 86739 members 
Entering Unmasked Estep 
Score: -10374126.000000 Penalty: 5652.309082
	Iteration 67Q: 3 clusters Score -1.037413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -10374129.000000 Penalty: 5652.309082
	Iteration 68Q: 3 clusters Score -1.037413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -10374119.000000 Penalty: 5652.309082
	Iteration 69Q: 3 clusters Score -1.037412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -10374123.000000 Penalty: 5652.309082
	Iteration 70Q: 3 clusters Score -1.037412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -10374127.000000 Penalty: 5652.309082
	Iteration 71Q: 3 clusters Score -1.037413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -10374135.000000 Penalty: 5652.309082
	Iteration 72Q: 3 clusters Score -1.037414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -10374139.000000 Penalty: 5652.309082
	Iteration 73Q: 3 clusters Score -1.037414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -10374140.000000 Penalty: 5652.309082
	Iteration 74Q: 3 clusters Score -1.037414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -10374158.000000 Penalty: 5652.309082
	Iteration 75Q: 3 clusters Score -1.037416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -10374163.000000 Penalty: 5652.309082
	Iteration 76Q: 3 clusters Score -1.037416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 86859 members 
Entering Unmasked Estep 
Score: -10374149.000000 Penalty: 5652.309082
	Iteration 77Q: 3 clusters Score -1.037415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -10374149.000000 Penalty: 5652.309082
	Iteration 78Q: 3 clusters Score -1.037415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -10374141.000000 Penalty: 5652.309082
	Iteration 79Q: 3 clusters Score -1.037414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -10374152.000000 Penalty: 5652.309082
	Iteration 80F: 3 clusters Score -1.037415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -10374158.000000 Penalty: 5652.309082
	Iteration 81Q: 3 clusters Score -1.037416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 86871 members 
Entering Unmasked Estep 
Score: -10374153.000000 Penalty: 5652.309082
	Iteration 82Q: 3 clusters Score -1.037415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -10374166.000000 Penalty: 5652.309082
	Iteration 83Q: 3 clusters Score -1.037417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 86883 members 
Entering Unmasked Estep 
Score: -10374168.000000 Penalty: 5652.309082
	Iteration 84Q: 3 clusters Score -1.037417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -10374168.000000 Penalty: 5652.309082
	Iteration 85Q: 3 clusters Score -1.037417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -10374194.000000 Penalty: 5652.309082
	Iteration 86Q: 3 clusters Score -1.037419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -10374192.000000 Penalty: 5652.309082
	Iteration 87Q: 3 clusters Score -1.037419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -10374196.000000 Penalty: 5652.309082
	Iteration 88Q: 3 clusters Score -1.03742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -10374194.000000 Penalty: 5652.309082
	Iteration 89Q: 3 clusters Score -1.037419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -10374207.000000 Penalty: 5652.309082
	Iteration 90Q: 3 clusters Score -1.037421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 86942 members 
Entering Unmasked Estep 
Score: -10374203.000000 Penalty: 5652.309082
	Iteration 91Q: 3 clusters Score -1.03742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 86946 members 
Entering Unmasked Estep 
Score: -10374205.000000 Penalty: 5652.309082
	Iteration 92Q: 3 clusters Score -1.03742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -10374223.000000 Penalty: 5652.309082
	Iteration 93Q: 3 clusters Score -1.037422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -10374226.000000 Penalty: 5652.309082
	Iteration 94Q: 3 clusters Score -1.037423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -10374222.000000 Penalty: 5652.309082
	Iteration 95Q: 3 clusters Score -1.037422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 86971 members 
Entering Unmasked Estep 
Score: -10374225.000000 Penalty: 5652.309082
	Iteration 96Q: 3 clusters Score -1.037422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -10374223.000000 Penalty: 5652.309082
	Iteration 97Q: 3 clusters Score -1.037422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 86975 members 
Entering Unmasked Estep 
Score: -10374225.000000 Penalty: 5652.309082
	Iteration 98Q: 3 clusters Score -1.037422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 86981 members 
Entering Unmasked Estep 
Score: -10374222.000000 Penalty: 5652.309082
	Iteration 99Q: 3 clusters Score -1.037422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 86985 members 
Entering Unmasked Estep 
Score: -10374216.000000 Penalty: 5652.309082
	Iteration 100F: 3 clusters Score -1.037422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -10374216.000000 Penalty: 5652.309082
	Iteration 101Q: 3 clusters Score -1.037422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -10374214.000000 Penalty: 5652.309082
	Iteration 102Q: 3 clusters Score -1.037421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -10374220.000000 Penalty: 5652.309082
	Iteration 103Q: 3 clusters Score -1.037422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -10374223.000000 Penalty: 5652.309082
	Iteration 104Q: 3 clusters Score -1.037422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -10374233.000000 Penalty: 5652.309082
	Iteration 105Q: 3 clusters Score -1.037423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -10374238.000000 Penalty: 5652.309082
	Iteration 106Q: 3 clusters Score -1.037424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -10374241.000000 Penalty: 5652.309082
	Iteration 107Q: 3 clusters Score -1.037424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -10374248.000000 Penalty: 5652.309082
	Iteration 108Q: 3 clusters Score -1.037425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 87043 members 
Entering Unmasked Estep 
Score: -10374249.000000 Penalty: 5652.309082
	Iteration 109Q: 3 clusters Score -1.037425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -10374249.000000 Penalty: 5652.309082
	Iteration 110Q: 3 clusters Score -1.037425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -10374244.000000 Penalty: 5652.309082
	Iteration 111Q: 3 clusters Score -1.037424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -10374240.000000 Penalty: 5652.309082
	Iteration 112Q: 3 clusters Score -1.037424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -10374243.000000 Penalty: 5652.309082
	Iteration 113Q: 3 clusters Score -1.037424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -10374243.000000 Penalty: 5652.309082
	Iteration 114F: 3 clusters Score -1.037424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Entering Unmasked Estep 
Score: -2198221.000000 Penalty: 2438.586914
	Iteration 0F: 2 clusters Score -2198221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2184995.000000 Penalty: 4877.173828
	Iteration 0F: 3 clusters Score -2184995 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2189537.000000 Penalty: 4877.173828
	Iteration 1F: 3 clusters Score -2189537 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2190071.750000 Penalty: 4877.173828
	Iteration 2F: 3 clusters Score -2190072 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2190588.250000 Penalty: 4877.173828
	Iteration 3F: 3 clusters Score -2190588 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2191159.250000 Penalty: 4877.173828
	Iteration 4F: 3 clusters Score -2191159 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2191797.500000 Penalty: 4877.173828
	Iteration 5F: 3 clusters Score -2191798 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2192537.000000 Penalty: 4877.173828
	Iteration 6F: 3 clusters Score -2192537 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2193284.000000 Penalty: 4877.173828
	Iteration 7F: 3 clusters Score -2193284 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2193986.250000 Penalty: 4877.173828
	Iteration 8F: 3 clusters Score -2193986 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2194553.750000 Penalty: 4877.173828
	Iteration 9Q: 3 clusters Score -2194554 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2194996.750000 Penalty: 4877.173828
	Iteration 10Q: 3 clusters Score -2194997 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2195343.500000 Penalty: 4877.173828
	Iteration 11Q: 3 clusters Score -2195344 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2195592.250000 Penalty: 4877.173828
	Iteration 12Q: 3 clusters Score -2195592 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2195765.250000 Penalty: 4877.173828
	Iteration 13Q: 3 clusters Score -2195765 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2195884.750000 Penalty: 4877.173828
	Iteration 14Q: 3 clusters Score -2195885 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2195973.000000 Penalty: 4877.173828
	Iteration 15Q: 3 clusters Score -2195973 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2196056.250000 Penalty: 4877.173828
	Iteration 16Q: 3 clusters Score -2196056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2196103.500000 Penalty: 4877.173828
	Iteration 17Q: 3 clusters Score -2196104 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2196147.250000 Penalty: 4877.173828
	Iteration 18Q: 3 clusters Score -2196147 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2196176.750000 Penalty: 4877.173828
	Iteration 19Q: 3 clusters Score -2196177 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2196202.250000 Penalty: 4877.173828
	Iteration 20F: 3 clusters Score -2196202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2196239.750000 Penalty: 4877.173828
	Iteration 21Q: 3 clusters Score -2196240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2196261.250000 Penalty: 4877.173828
	Iteration 22Q: 3 clusters Score -2196261 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2196275.000000 Penalty: 4877.173828
	Iteration 23Q: 3 clusters Score -2196275 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2196300.000000 Penalty: 4877.173828
	Iteration 24Q: 3 clusters Score -2196300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -2196320.250000 Penalty: 4877.173828
	Iteration 25Q: 3 clusters Score -2196320 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2196341.000000 Penalty: 4877.173828
	Iteration 26Q: 3 clusters Score -2196341 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2196363.750000 Penalty: 4877.173828
	Iteration 27Q: 3 clusters Score -2196364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2196379.500000 Penalty: 4877.173828
	Iteration 28Q: 3 clusters Score -2196380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2196392.250000 Penalty: 4877.173828
	Iteration 29Q: 3 clusters Score -2196392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2196415.250000 Penalty: 4877.173828
	Iteration 30Q: 3 clusters Score -2196415 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2196445.250000 Penalty: 4877.173828
	Iteration 31Q: 3 clusters Score -2196445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2196468.250000 Penalty: 4877.173828
	Iteration 32Q: 3 clusters Score -2196468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2196471.250000 Penalty: 4877.173828
	Iteration 33Q: 3 clusters Score -2196471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2196485.250000 Penalty: 4877.173828
	Iteration 34Q: 3 clusters Score -2196485 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2196504.250000 Penalty: 4877.173828
	Iteration 35Q: 3 clusters Score -2196504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2196518.000000 Penalty: 4877.173828
	Iteration 36Q: 3 clusters Score -2196518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2196527.250000 Penalty: 4877.173828
	Iteration 37Q: 3 clusters Score -2196527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2196529.250000 Penalty: 4877.173828
	Iteration 38Q: 3 clusters Score -2196529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2196540.000000 Penalty: 4877.173828
	Iteration 39Q: 3 clusters Score -2196540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2196546.000000 Penalty: 4877.173828
	Iteration 40F: 3 clusters Score -2196546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2196548.250000 Penalty: 4877.173828
	Iteration 41Q: 3 clusters Score -2196548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2196549.750000 Penalty: 4877.173828
	Iteration 42Q: 3 clusters Score -2196550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2196550.250000 Penalty: 4877.173828
	Iteration 43Q: 3 clusters Score -2196550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2196560.750000 Penalty: 4877.173828
	Iteration 44Q: 3 clusters Score -2196561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2196560.750000 Penalty: 4877.173828
	Iteration 45Q: 3 clusters Score -2196561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2196560.500000 Penalty: 4877.173828
	Iteration 46Q: 3 clusters Score -2196560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2196565.000000 Penalty: 4877.173828
	Iteration 47Q: 3 clusters Score -2196565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2196567.000000 Penalty: 4877.173828
	Iteration 48Q: 3 clusters Score -2196567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2196578.750000 Penalty: 4877.173828
	Iteration 49Q: 3 clusters Score -2196579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2196590.000000 Penalty: 4877.173828
	Iteration 50Q: 3 clusters Score -2196590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2196588.500000 Penalty: 4877.173828
	Iteration 51Q: 3 clusters Score -2196588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2196604.500000 Penalty: 4877.173828
	Iteration 52Q: 3 clusters Score -2196604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2196617.000000 Penalty: 4877.173828
	Iteration 53Q: 3 clusters Score -2196617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2196630.000000 Penalty: 4877.173828
	Iteration 54Q: 3 clusters Score -2196630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2196651.250000 Penalty: 4877.173828
	Iteration 55Q: 3 clusters Score -2196651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2196674.250000 Penalty: 4877.173828
	Iteration 56Q: 3 clusters Score -2196674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2196691.750000 Penalty: 4877.173828
	Iteration 57Q: 3 clusters Score -2196692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2196702.750000 Penalty: 4877.173828
	Iteration 58Q: 3 clusters Score -2196703 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2196706.750000 Penalty: 4877.173828
	Iteration 59Q: 3 clusters Score -2196707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2196714.000000 Penalty: 4877.173828
	Iteration 60F: 3 clusters Score -2196714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2196721.500000 Penalty: 4877.173828
	Iteration 61Q: 3 clusters Score -2196722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2196730.250000 Penalty: 4877.173828
	Iteration 62Q: 3 clusters Score -2196730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2196733.500000 Penalty: 4877.173828
	Iteration 63Q: 3 clusters Score -2196734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2196736.000000 Penalty: 4877.173828
	Iteration 64Q: 3 clusters Score -2196736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2196740.500000 Penalty: 4877.173828
	Iteration 65Q: 3 clusters Score -2196740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2196743.750000 Penalty: 4877.173828
	Iteration 66Q: 3 clusters Score -2196744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2196746.000000 Penalty: 4877.173828
	Iteration 67Q: 3 clusters Score -2196746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2196749.500000 Penalty: 4877.173828
	Iteration 68Q: 3 clusters Score -2196750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2196753.750000 Penalty: 4877.173828
	Iteration 69Q: 3 clusters Score -2196754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2196751.750000 Penalty: 4877.173828
	Iteration 70Q: 3 clusters Score -2196752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2196750.000000 Penalty: 4877.173828
	Iteration 71Q: 3 clusters Score -2196750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2196753.500000 Penalty: 4877.173828
	Iteration 72Q: 3 clusters Score -2196754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2196754.000000 Penalty: 4877.173828
	Iteration 73Q: 3 clusters Score -2196754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2196752.750000 Penalty: 4877.173828
	Iteration 74Q: 3 clusters Score -2196753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2196751.500000 Penalty: 4877.173828
	Iteration 75Q: 3 clusters Score -2196752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2196755.750000 Penalty: 4877.173828
	Iteration 76Q: 3 clusters Score -2196756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2196759.500000 Penalty: 4877.173828
	Iteration 77Q: 3 clusters Score -2196760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2196757.250000 Penalty: 4877.173828
	Iteration 78Q: 3 clusters Score -2196757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2196760.000000 Penalty: 4877.173828
	Iteration 79Q: 3 clusters Score -2196760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2196763.500000 Penalty: 4877.173828
	Iteration 80F: 3 clusters Score -2196764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2196763.000000 Penalty: 4877.173828
	Iteration 81Q: 3 clusters Score -2196763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2196767.000000 Penalty: 4877.173828
	Iteration 82Q: 3 clusters Score -2196767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2196765.750000 Penalty: 4877.173828
	Iteration 83Q: 3 clusters Score -2196766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2196765.000000 Penalty: 4877.173828
	Iteration 84Q: 3 clusters Score -2196765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2196771.250000 Penalty: 4877.173828
	Iteration 85Q: 3 clusters Score -2196771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2196770.500000 Penalty: 4877.173828
	Iteration 86Q: 3 clusters Score -2196770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2196769.750000 Penalty: 4877.173828
	Iteration 87Q: 3 clusters Score -2196770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2196772.000000 Penalty: 4877.173828
	Iteration 88Q: 3 clusters Score -2196772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2196769.750000 Penalty: 4877.173828
	Iteration 89Q: 3 clusters Score -2196770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2196769.750000 Penalty: 4877.173828
	Iteration 90F: 3 clusters Score -2196770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41637.964844 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -41637.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40303.285156 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -40303.29 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40674.710938 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -40674.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40737.574219 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -40737.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40778.101562 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -40778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40813.640625 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -40813.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40836.046875 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -40836.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40857.531250 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -40857.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40872.757812 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -40872.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40885.285156 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -40885.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40901.433594 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -40901.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40908.960938 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -40908.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40915.335938 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -40915.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40922.312500 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -40922.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40927.726562 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -40927.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40927.726562 Penalty: 3021.289795
	Iteration 14F: 3 clusters Score -40927.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Entering Unmasked Estep 
Score: -4217680.000000 Penalty: 2602.626953
	Iteration 0F: 2 clusters Score -4217680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -4193195.500000 Penalty: 5205.253906
	Iteration 0F: 3 clusters Score -4193196 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4202351.500000 Penalty: 5205.253906
	Iteration 1F: 3 clusters Score -4202352 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4202997.500000 Penalty: 5205.253906
	Iteration 2F: 3 clusters Score -4202998 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4203731.000000 Penalty: 5205.253906
	Iteration 3Q: 3 clusters Score -4203731 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -4204517.000000 Penalty: 5205.253906
	Iteration 4F: 3 clusters Score -4204517 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -4205474.000000 Penalty: 5205.253906
	Iteration 5F: 3 clusters Score -4205474 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4206621.500000 Penalty: 5205.253906
	Iteration 6F: 3 clusters Score -4206622 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4207845.000000 Penalty: 5205.253906
	Iteration 7F: 3 clusters Score -4207845 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -4208927.500000 Penalty: 5205.253906
	Iteration 8F: 3 clusters Score -4208928 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4209675.000000 Penalty: 5205.253906
	Iteration 9Q: 3 clusters Score -4209675 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4210165.000000 Penalty: 5205.253906
	Iteration 10Q: 3 clusters Score -4210165 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -4210447.000000 Penalty: 5205.253906
	Iteration 11Q: 3 clusters Score -4210447 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4210601.000000 Penalty: 5205.253906
	Iteration 12Q: 3 clusters Score -4210601 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4210728.500000 Penalty: 5205.253906
	Iteration 13Q: 3 clusters Score -4210728 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4210814.000000 Penalty: 5205.253906
	Iteration 14Q: 3 clusters Score -4210814 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4210862.000000 Penalty: 5205.253906
	Iteration 15Q: 3 clusters Score -4210862 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4210927.000000 Penalty: 5205.253906
	Iteration 16Q: 3 clusters Score -4210927 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4210975.000000 Penalty: 5205.253906
	Iteration 17Q: 3 clusters Score -4210975 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -4211031.000000 Penalty: 5205.253906
	Iteration 18Q: 3 clusters Score -4211031 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -4211063.500000 Penalty: 5205.253906
	Iteration 19Q: 3 clusters Score -4211064 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4211099.000000 Penalty: 5205.253906
	Iteration 20F: 3 clusters Score -4211099 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4211145.000000 Penalty: 5205.253906
	Iteration 21Q: 3 clusters Score -4211145 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4211182.500000 Penalty: 5205.253906
	Iteration 22Q: 3 clusters Score -4211182 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4211225.500000 Penalty: 5205.253906
	Iteration 23Q: 3 clusters Score -4211226 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4211277.000000 Penalty: 5205.253906
	Iteration 24Q: 3 clusters Score -4211277 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4211352.500000 Penalty: 5205.253906
	Iteration 25Q: 3 clusters Score -4211352 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -4211410.000000 Penalty: 5205.253906
	Iteration 26Q: 3 clusters Score -4211410 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4211474.000000 Penalty: 5205.253906
	Iteration 27Q: 3 clusters Score -4211474 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -4211608.000000 Penalty: 5205.253906
	Iteration 28Q: 3 clusters Score -4211608 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -4211761.000000 Penalty: 5205.253906
	Iteration 29Q: 3 clusters Score -4211761 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -4211937.500000 Penalty: 5205.253906
	Iteration 30Q: 3 clusters Score -4211938 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -4212199.500000 Penalty: 5205.253906
	Iteration 31Q: 3 clusters Score -4212200 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4212568.000000 Penalty: 5205.253906
	Iteration 32Q: 3 clusters Score -4212568 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4212957.500000 Penalty: 5205.253906
	Iteration 33Q: 3 clusters Score -4212958 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4213462.500000 Penalty: 5205.253906
	Iteration 34Q: 3 clusters Score -4213462 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4214055.000000 Penalty: 5205.253906
	Iteration 35Q: 3 clusters Score -4214055 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4214776.500000 Penalty: 5205.253906
	Iteration 36Q: 3 clusters Score -4214776 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4215605.000000 Penalty: 5205.253906
	Iteration 37Q: 3 clusters Score -4215605 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4216390.500000 Penalty: 5205.253906
	Iteration 38Q: 3 clusters Score -4216390 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4216853.000000 Penalty: 5205.253906
	Iteration 39Q: 3 clusters Score -4216853 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4217039.000000 Penalty: 5205.253906
	Iteration 40F: 3 clusters Score -4217039 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4217136.000000 Penalty: 5205.253906
	Iteration 41Q: 3 clusters Score -4217136 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4217178.500000 Penalty: 5205.253906
	Iteration 42Q: 3 clusters Score -4217178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -4217212.000000 Penalty: 5205.253906
	Iteration 43Q: 3 clusters Score -4217212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4217212.000000 Penalty: 5205.253906
	Iteration 44Q: 3 clusters Score -4217212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4217230.000000 Penalty: 5205.253906
	Iteration 45Q: 3 clusters Score -4217230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4217241.500000 Penalty: 5205.253906
	Iteration 46Q: 3 clusters Score -4217242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4217238.000000 Penalty: 5205.253906
	Iteration 47Q: 3 clusters Score -4217238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4217244.000000 Penalty: 5205.253906
	Iteration 48Q: 3 clusters Score -4217244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4217247.500000 Penalty: 5205.253906
	Iteration 49Q: 3 clusters Score -4217248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4217257.500000 Penalty: 5205.253906
	Iteration 50Q: 3 clusters Score -4217258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -4217257.000000 Penalty: 5205.253906
	Iteration 51Q: 3 clusters Score -4217257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4217257.500000 Penalty: 5205.253906
	Iteration 52Q: 3 clusters Score -4217258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4217271.000000 Penalty: 5205.253906
	Iteration 53Q: 3 clusters Score -4217271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -4217275.000000 Penalty: 5205.253906
	Iteration 54Q: 3 clusters Score -4217275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4217276.000000 Penalty: 5205.253906
	Iteration 55Q: 3 clusters Score -4217276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4217276.500000 Penalty: 5205.253906
	Iteration 56Q: 3 clusters Score -4217276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -4217269.000000 Penalty: 5205.253906
	Iteration 57Q: 3 clusters Score -4217269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -4217269.500000 Penalty: 5205.253906
	Iteration 58Q: 3 clusters Score -4217270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4217271.500000 Penalty: 5205.253906
	Iteration 59Q: 3 clusters Score -4217272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -4217269.500000 Penalty: 5205.253906
	Iteration 60F: 3 clusters Score -4217270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4217273.000000 Penalty: 5205.253906
	Iteration 61Q: 3 clusters Score -4217273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4217273.000000 Penalty: 5205.253906
	Iteration 62F: 3 clusters Score -4217273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Entering Unmasked Estep 
Score: -820841.062500 Penalty: 2211.426514
	Iteration 0F: 2 clusters Score -820841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -814770.812500 Penalty: 4422.853027
	Iteration 0F: 3 clusters Score -814770.8 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -816680.625000 Penalty: 4422.853027
	Iteration 1F: 3 clusters Score -816680.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -817188.062500 Penalty: 4422.853027
	Iteration 2F: 3 clusters Score -817188.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -817660.187500 Penalty: 4422.853027
	Iteration 3F: 3 clusters Score -817660.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -818167.062500 Penalty: 4422.853027
	Iteration 4F: 3 clusters Score -818167.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -818667.000000 Penalty: 4422.853027
	Iteration 5F: 3 clusters Score -818667 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -819070.562500 Penalty: 4422.853027
	Iteration 6F: 3 clusters Score -819070.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -819301.937500 Penalty: 4422.853027
	Iteration 7Q: 3 clusters Score -819301.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -819433.000000 Penalty: 4422.853027
	Iteration 8Q: 3 clusters Score -819433 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -819517.187500 Penalty: 4422.853027
	Iteration 9Q: 3 clusters Score -819517.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -819563.875000 Penalty: 4422.853027
	Iteration 10Q: 3 clusters Score -819563.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -819591.937500 Penalty: 4422.853027
	Iteration 11Q: 3 clusters Score -819591.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -819615.687500 Penalty: 4422.853027
	Iteration 12Q: 3 clusters Score -819615.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -819631.625000 Penalty: 4422.853027
	Iteration 13Q: 3 clusters Score -819631.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -819645.687500 Penalty: 4422.853027
	Iteration 14Q: 3 clusters Score -819645.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -819660.625000 Penalty: 4422.853027
	Iteration 15Q: 3 clusters Score -819660.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -819669.625000 Penalty: 4422.853027
	Iteration 16Q: 3 clusters Score -819669.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -819676.937500 Penalty: 4422.853027
	Iteration 17Q: 3 clusters Score -819676.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -819683.625000 Penalty: 4422.853027
	Iteration 18Q: 3 clusters Score -819683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -819687.312500 Penalty: 4422.853027
	Iteration 19Q: 3 clusters Score -819687.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -819692.000000 Penalty: 4422.853027
	Iteration 20F: 3 clusters Score -819692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -819699.750000 Penalty: 4422.853027
	Iteration 21Q: 3 clusters Score -819699.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -819702.375000 Penalty: 4422.853027
	Iteration 22Q: 3 clusters Score -819702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -819704.437500 Penalty: 4422.853027
	Iteration 23Q: 3 clusters Score -819704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -819706.437500 Penalty: 4422.853027
	Iteration 24Q: 3 clusters Score -819706.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -819706.937500 Penalty: 4422.853027
	Iteration 25Q: 3 clusters Score -819706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -819706.812500 Penalty: 4422.853027
	Iteration 26Q: 3 clusters Score -819706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -819707.875000 Penalty: 4422.853027
	Iteration 27Q: 3 clusters Score -819707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -819706.062500 Penalty: 4422.853027
	Iteration 28Q: 3 clusters Score -819706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -819707.562500 Penalty: 4422.853027
	Iteration 29Q: 3 clusters Score -819707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -819707.000000 Penalty: 4422.853027
	Iteration 30Q: 3 clusters Score -819707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -819706.750000 Penalty: 4422.853027
	Iteration 31Q: 3 clusters Score -819706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -819708.062500 Penalty: 4422.853027
	Iteration 32Q: 3 clusters Score -819708.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -819709.375000 Penalty: 4422.853027
	Iteration 33Q: 3 clusters Score -819709.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -819709.750000 Penalty: 4422.853027
	Iteration 34Q: 3 clusters Score -819709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -819709.625000 Penalty: 4422.853027
	Iteration 35Q: 3 clusters Score -819709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -819709.062500 Penalty: 4422.853027
	Iteration 36Q: 3 clusters Score -819709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -819710.750000 Penalty: 4422.853027
	Iteration 37Q: 3 clusters Score -819710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -819709.062500 Penalty: 4422.853027
	Iteration 38Q: 3 clusters Score -819709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -819710.812500 Penalty: 4422.853027
	Iteration 39Q: 3 clusters Score -819710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -819710.187500 Penalty: 4422.853027
	Iteration 40F: 3 clusters Score -819710.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Entering Unmasked Estep 
Score: -1120014.875000 Penalty: 2292.456299
	Iteration 0F: 2 clusters Score -1120015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1112066.875000 Penalty: 4584.912598
	Iteration 0F: 3 clusters Score -1112067 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1114585.375000 Penalty: 4584.912598
	Iteration 1F: 3 clusters Score -1114585 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1115080.625000 Penalty: 4584.912598
	Iteration 2F: 3 clusters Score -1115081 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1115472.375000 Penalty: 4584.912598
	Iteration 3F: 3 clusters Score -1115472 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1115792.500000 Penalty: 4584.912598
	Iteration 4F: 3 clusters Score -1115792 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1116070.125000 Penalty: 4584.912598
	Iteration 5Q: 3 clusters Score -1116070 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1116336.875000 Penalty: 4584.912598
	Iteration 6Q: 3 clusters Score -1116337 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1116605.000000 Penalty: 4584.912598
	Iteration 7Q: 3 clusters Score -1116605 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1116908.750000 Penalty: 4584.912598
	Iteration 8Q: 3 clusters Score -1116909 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1117267.875000 Penalty: 4584.912598
	Iteration 9Q: 3 clusters Score -1117268 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1117614.875000 Penalty: 4584.912598
	Iteration 10Q: 3 clusters Score -1117615 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1117971.000000 Penalty: 4584.912598
	Iteration 11Q: 3 clusters Score -1117971 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1118348.625000 Penalty: 4584.912598
	Iteration 12Q: 3 clusters Score -1118349 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1118682.250000 Penalty: 4584.912598
	Iteration 13Q: 3 clusters Score -1118682 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1118959.500000 Penalty: 4584.912598
	Iteration 14Q: 3 clusters Score -1118960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1119163.625000 Penalty: 4584.912598
	Iteration 15Q: 3 clusters Score -1119164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1119285.000000 Penalty: 4584.912598
	Iteration 16Q: 3 clusters Score -1119285 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1119366.250000 Penalty: 4584.912598
	Iteration 17Q: 3 clusters Score -1119366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1119418.000000 Penalty: 4584.912598
	Iteration 18Q: 3 clusters Score -1119418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1119445.250000 Penalty: 4584.912598
	Iteration 19Q: 3 clusters Score -1119445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1119462.125000 Penalty: 4584.912598
	Iteration 20F: 3 clusters Score -1119462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1119479.500000 Penalty: 4584.912598
	Iteration 21Q: 3 clusters Score -1119480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1119486.625000 Penalty: 4584.912598
	Iteration 22Q: 3 clusters Score -1119487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1119491.000000 Penalty: 4584.912598
	Iteration 23Q: 3 clusters Score -1119491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1119498.000000 Penalty: 4584.912598
	Iteration 24Q: 3 clusters Score -1119498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1119497.625000 Penalty: 4584.912598
	Iteration 25Q: 3 clusters Score -1119498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1119497.875000 Penalty: 4584.912598
	Iteration 26Q: 3 clusters Score -1119498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1119499.125000 Penalty: 4584.912598
	Iteration 27Q: 3 clusters Score -1119499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1119499.125000 Penalty: 4584.912598
	Iteration 28F: 3 clusters Score -1119499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (128874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128874 members 
Entering Unmasked Estep 
Score: -14769711.000000 Penalty: 2918.114258
	Iteration 0F: 2 clusters Score -1.476971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 64182 members 
Entering Unmasked Estep 
Score: -14683882.000000 Penalty: 5836.228516
	Iteration 0F: 3 clusters Score -1.468388e+07 nChanged 61217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -14718939.000000 Penalty: 5836.228516
	Iteration 1F: 3 clusters Score -1.471894e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -14719911.000000 Penalty: 5836.228516
	Iteration 2Q: 3 clusters Score -1.471991e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 54945 members 
Entering Unmasked Estep 
Score: -14721253.000000 Penalty: 5836.228516
	Iteration 3Q: 3 clusters Score -1.472125e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -14723742.000000 Penalty: 5836.228516
	Iteration 4Q: 3 clusters Score -1.472374e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -14728515.000000 Penalty: 5836.228516
	Iteration 5F: 3 clusters Score -1.472852e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97813 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -14736869.000000 Penalty: 5836.228516
	Iteration 6F: 3 clusters Score -1.473687e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -14747930.000000 Penalty: 5836.228516
	Iteration 7F: 3 clusters Score -1.474793e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119685 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -14758304.000000 Penalty: 5836.228516
	Iteration 8F: 3 clusters Score -1.47583e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125403 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -14764005.000000 Penalty: 5836.228516
	Iteration 9Q: 3 clusters Score -1.4764e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127659 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14766066.000000 Penalty: 5836.228516
	Iteration 10Q: 3 clusters Score -1.476607e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128328 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -14766691.000000 Penalty: 5836.228516
	Iteration 11Q: 3 clusters Score -1.476669e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128518 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14766897.000000 Penalty: 5836.228516
	Iteration 12Q: 3 clusters Score -1.47669e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128572 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14767009.000000 Penalty: 5836.228516
	Iteration 13Q: 3 clusters Score -1.476701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14767070.000000 Penalty: 5836.228516
	Iteration 14Q: 3 clusters Score -1.476707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128613 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -14767100.000000 Penalty: 5836.228516
	Iteration 15Q: 3 clusters Score -1.47671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128615 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -14767096.000000 Penalty: 5836.228516
	Iteration 16Q: 3 clusters Score -1.47671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128617 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14767108.000000 Penalty: 5836.228516
	Iteration 17Q: 3 clusters Score -1.476711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14767126.000000 Penalty: 5836.228516
	Iteration 18Q: 3 clusters Score -1.476713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128628 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -14767135.000000 Penalty: 5836.228516
	Iteration 19Q: 3 clusters Score -1.476714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128630 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14767130.000000 Penalty: 5836.228516
	Iteration 20F: 3 clusters Score -1.476713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128634 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14767146.000000 Penalty: 5836.228516
	Iteration 21Q: 3 clusters Score -1.476715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14767157.000000 Penalty: 5836.228516
	Iteration 22Q: 3 clusters Score -1.476716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128639 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14767157.000000 Penalty: 5836.228516
	Iteration 23Q: 3 clusters Score -1.476716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14767160.000000 Penalty: 5836.228516
	Iteration 24Q: 3 clusters Score -1.476716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128639 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14767168.000000 Penalty: 5836.228516
	Iteration 25Q: 3 clusters Score -1.476717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14767163.000000 Penalty: 5836.228516
	Iteration 26Q: 3 clusters Score -1.476716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128638 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14767163.000000 Penalty: 5836.228516
	Iteration 27F: 3 clusters Score -1.476716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Entering Unmasked Estep 
Score: -1761295.375000 Penalty: 2382.060303
	Iteration 0F: 2 clusters Score -1761295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1750560.000000 Penalty: 4764.120605
	Iteration 0F: 3 clusters Score -1750560 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1753943.625000 Penalty: 4764.120605
	Iteration 1F: 3 clusters Score -1753944 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1754309.000000 Penalty: 4764.120605
	Iteration 2F: 3 clusters Score -1754309 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1754592.000000 Penalty: 4764.120605
	Iteration 3Q: 3 clusters Score -1754592 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1754799.000000 Penalty: 4764.120605
	Iteration 4Q: 3 clusters Score -1754799 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1754967.875000 Penalty: 4764.120605
	Iteration 5Q: 3 clusters Score -1754968 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1755099.250000 Penalty: 4764.120605
	Iteration 6Q: 3 clusters Score -1755099 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1755200.625000 Penalty: 4764.120605
	Iteration 7Q: 3 clusters Score -1755201 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1755299.000000 Penalty: 4764.120605
	Iteration 8Q: 3 clusters Score -1755299 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1755407.250000 Penalty: 4764.120605
	Iteration 9Q: 3 clusters Score -1755407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1755537.375000 Penalty: 4764.120605
	Iteration 10Q: 3 clusters Score -1755537 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1755700.375000 Penalty: 4764.120605
	Iteration 11Q: 3 clusters Score -1755700 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1755882.000000 Penalty: 4764.120605
	Iteration 12Q: 3 clusters Score -1755882 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1756155.750000 Penalty: 4764.120605
	Iteration 13Q: 3 clusters Score -1756156 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1756546.875000 Penalty: 4764.120605
	Iteration 14Q: 3 clusters Score -1756547 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1757071.375000 Penalty: 4764.120605
	Iteration 15Q: 3 clusters Score -1757071 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1757658.500000 Penalty: 4764.120605
	Iteration 16Q: 3 clusters Score -1757658 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1758179.875000 Penalty: 4764.120605
	Iteration 17Q: 3 clusters Score -1758180 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1758587.125000 Penalty: 4764.120605
	Iteration 18Q: 3 clusters Score -1758587 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1758847.250000 Penalty: 4764.120605
	Iteration 19Q: 3 clusters Score -1758847 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1759025.500000 Penalty: 4764.120605
	Iteration 20F: 3 clusters Score -1759026 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1759146.250000 Penalty: 4764.120605
	Iteration 21Q: 3 clusters Score -1759146 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1759231.625000 Penalty: 4764.120605
	Iteration 22Q: 3 clusters Score -1759232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1759290.625000 Penalty: 4764.120605
	Iteration 23Q: 3 clusters Score -1759291 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1759334.625000 Penalty: 4764.120605
	Iteration 24Q: 3 clusters Score -1759335 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1759391.250000 Penalty: 4764.120605
	Iteration 25Q: 3 clusters Score -1759391 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1759434.000000 Penalty: 4764.120605
	Iteration 26Q: 3 clusters Score -1759434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1759458.125000 Penalty: 4764.120605
	Iteration 27Q: 3 clusters Score -1759458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1759489.375000 Penalty: 4764.120605
	Iteration 28Q: 3 clusters Score -1759489 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1759514.125000 Penalty: 4764.120605
	Iteration 29Q: 3 clusters Score -1759514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1759529.500000 Penalty: 4764.120605
	Iteration 30Q: 3 clusters Score -1759530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1759545.250000 Penalty: 4764.120605
	Iteration 31Q: 3 clusters Score -1759545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1759550.875000 Penalty: 4764.120605
	Iteration 32Q: 3 clusters Score -1759551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1759558.500000 Penalty: 4764.120605
	Iteration 33Q: 3 clusters Score -1759558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1759565.250000 Penalty: 4764.120605
	Iteration 34Q: 3 clusters Score -1759565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1759572.125000 Penalty: 4764.120605
	Iteration 35Q: 3 clusters Score -1759572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1759584.000000 Penalty: 4764.120605
	Iteration 36Q: 3 clusters Score -1759584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1759590.000000 Penalty: 4764.120605
	Iteration 37Q: 3 clusters Score -1759590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1759596.250000 Penalty: 4764.120605
	Iteration 38Q: 3 clusters Score -1759596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1759601.875000 Penalty: 4764.120605
	Iteration 39Q: 3 clusters Score -1759602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1759604.875000 Penalty: 4764.120605
	Iteration 40F: 3 clusters Score -1759605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1759608.000000 Penalty: 4764.120605
	Iteration 41Q: 3 clusters Score -1759608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1759611.375000 Penalty: 4764.120605
	Iteration 42Q: 3 clusters Score -1759611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1759615.625000 Penalty: 4764.120605
	Iteration 43Q: 3 clusters Score -1759616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1759615.750000 Penalty: 4764.120605
	Iteration 44Q: 3 clusters Score -1759616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1759615.250000 Penalty: 4764.120605
	Iteration 45Q: 3 clusters Score -1759615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1759615.875000 Penalty: 4764.120605
	Iteration 46Q: 3 clusters Score -1759616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1759619.750000 Penalty: 4764.120605
	Iteration 47Q: 3 clusters Score -1759620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1759620.625000 Penalty: 4764.120605
	Iteration 48Q: 3 clusters Score -1759621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1759618.750000 Penalty: 4764.120605
	Iteration 49Q: 3 clusters Score -1759619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1759622.250000 Penalty: 4764.120605
	Iteration 50Q: 3 clusters Score -1759622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1759624.000000 Penalty: 4764.120605
	Iteration 51Q: 3 clusters Score -1759624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1759625.250000 Penalty: 4764.120605
	Iteration 52Q: 3 clusters Score -1759625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1759625.250000 Penalty: 4764.120605
	Iteration 53Q: 3 clusters Score -1759625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1759627.875000 Penalty: 4764.120605
	Iteration 54Q: 3 clusters Score -1759628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1759624.375000 Penalty: 4764.120605
	Iteration 55Q: 3 clusters Score -1759624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1759621.250000 Penalty: 4764.120605
	Iteration 56Q: 3 clusters Score -1759621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1759625.375000 Penalty: 4764.120605
	Iteration 57Q: 3 clusters Score -1759625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1759624.625000 Penalty: 4764.120605
	Iteration 58Q: 3 clusters Score -1759625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1759625.500000 Penalty: 4764.120605
	Iteration 59Q: 3 clusters Score -1759626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1759631.250000 Penalty: 4764.120605
	Iteration 60F: 3 clusters Score -1759631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1759626.000000 Penalty: 4764.120605
	Iteration 61Q: 3 clusters Score -1759626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1759629.875000 Penalty: 4764.120605
	Iteration 62Q: 3 clusters Score -1759630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1759633.375000 Penalty: 4764.120605
	Iteration 63Q: 3 clusters Score -1759633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1759633.875000 Penalty: 4764.120605
	Iteration 64Q: 3 clusters Score -1759634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1759636.125000 Penalty: 4764.120605
	Iteration 65Q: 3 clusters Score -1759636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1759636.125000 Penalty: 4764.120605
	Iteration 66F: 3 clusters Score -1759636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -1008691.500000 Penalty: 2262.648682
	Iteration 0F: 2 clusters Score -1008692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1001505.937500 Penalty: 4525.297363
	Iteration 0F: 3 clusters Score -1001506 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1003761.937500 Penalty: 4525.297363
	Iteration 1F: 3 clusters Score -1003762 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1004304.187500 Penalty: 4525.297363
	Iteration 2F: 3 clusters Score -1004304 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1004832.000000 Penalty: 4525.297363
	Iteration 3F: 3 clusters Score -1004832 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1005426.187500 Penalty: 4525.297363
	Iteration 4F: 3 clusters Score -1005426 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1006048.500000 Penalty: 4525.297363
	Iteration 5F: 3 clusters Score -1006048 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1006641.250000 Penalty: 4525.297363
	Iteration 6F: 3 clusters Score -1006641 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1007027.062500 Penalty: 4525.297363
	Iteration 7F: 3 clusters Score -1007027 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1007251.750000 Penalty: 4525.297363
	Iteration 8Q: 3 clusters Score -1007252 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1007423.625000 Penalty: 4525.297363
	Iteration 9Q: 3 clusters Score -1007424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1007552.312500 Penalty: 4525.297363
	Iteration 10Q: 3 clusters Score -1007552 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1007660.062500 Penalty: 4525.297363
	Iteration 11Q: 3 clusters Score -1007660 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1007733.250000 Penalty: 4525.297363
	Iteration 12Q: 3 clusters Score -1007733 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1007797.750000 Penalty: 4525.297363
	Iteration 13Q: 3 clusters Score -1007798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1007844.250000 Penalty: 4525.297363
	Iteration 14Q: 3 clusters Score -1007844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1007876.437500 Penalty: 4525.297363
	Iteration 15Q: 3 clusters Score -1007876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1007902.125000 Penalty: 4525.297363
	Iteration 16Q: 3 clusters Score -1007902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1007918.562500 Penalty: 4525.297363
	Iteration 17Q: 3 clusters Score -1007919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1007924.000000 Penalty: 4525.297363
	Iteration 18Q: 3 clusters Score -1007924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1007929.687500 Penalty: 4525.297363
	Iteration 19Q: 3 clusters Score -1007930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1007931.187500 Penalty: 4525.297363
	Iteration 20F: 3 clusters Score -1007931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1007930.875000 Penalty: 4525.297363
	Iteration 21Q: 3 clusters Score -1007931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1007933.250000 Penalty: 4525.297363
	Iteration 22Q: 3 clusters Score -1007933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1007936.937500 Penalty: 4525.297363
	Iteration 23Q: 3 clusters Score -1007937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1007937.750000 Penalty: 4525.297363
	Iteration 24Q: 3 clusters Score -1007938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1007940.875000 Penalty: 4525.297363
	Iteration 25Q: 3 clusters Score -1007941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1007942.250000 Penalty: 4525.297363
	Iteration 26Q: 3 clusters Score -1007942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1007942.250000 Penalty: 4525.297363
	Iteration 27Q: 3 clusters Score -1007942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1007943.062500 Penalty: 4525.297363
	Iteration 28Q: 3 clusters Score -1007943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1007943.062500 Penalty: 4525.297363
	Iteration 29F: 3 clusters Score -1007943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Entering Unmasked Estep 
Score: -1556781.500000 Penalty: 2375.180908
	Iteration 0F: 2 clusters Score -1556782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1546279.875000 Penalty: 4750.361816
	Iteration 0F: 3 clusters Score -1546280 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1549789.625000 Penalty: 4750.361816
	Iteration 1F: 3 clusters Score -1549790 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1550406.000000 Penalty: 4750.361816
	Iteration 2F: 3 clusters Score -1550406 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1550974.875000 Penalty: 4750.361816
	Iteration 3F: 3 clusters Score -1550975 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1551446.125000 Penalty: 4750.361816
	Iteration 4F: 3 clusters Score -1551446 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1551855.500000 Penalty: 4750.361816
	Iteration 5F: 3 clusters Score -1551856 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1552201.250000 Penalty: 4750.361816
	Iteration 6Q: 3 clusters Score -1552201 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1552507.125000 Penalty: 4750.361816
	Iteration 7Q: 3 clusters Score -1552507 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1552785.000000 Penalty: 4750.361816
	Iteration 8Q: 3 clusters Score -1552785 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1553016.250000 Penalty: 4750.361816
	Iteration 9Q: 3 clusters Score -1553016 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1553214.250000 Penalty: 4750.361816
	Iteration 10Q: 3 clusters Score -1553214 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1553379.000000 Penalty: 4750.361816
	Iteration 11Q: 3 clusters Score -1553379 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1553511.875000 Penalty: 4750.361816
	Iteration 12Q: 3 clusters Score -1553512 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1553627.500000 Penalty: 4750.361816
	Iteration 13Q: 3 clusters Score -1553628 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1553725.875000 Penalty: 4750.361816
	Iteration 14Q: 3 clusters Score -1553726 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1553808.250000 Penalty: 4750.361816
	Iteration 15Q: 3 clusters Score -1553808 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1553874.000000 Penalty: 4750.361816
	Iteration 16Q: 3 clusters Score -1553874 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1553925.875000 Penalty: 4750.361816
	Iteration 17Q: 3 clusters Score -1553926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1553985.000000 Penalty: 4750.361816
	Iteration 18Q: 3 clusters Score -1553985 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1554027.125000 Penalty: 4750.361816
	Iteration 19Q: 3 clusters Score -1554027 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1554074.500000 Penalty: 4750.361816
	Iteration 20F: 3 clusters Score -1554074 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1554112.250000 Penalty: 4750.361816
	Iteration 21Q: 3 clusters Score -1554112 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1554136.875000 Penalty: 4750.361816
	Iteration 22Q: 3 clusters Score -1554137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1554171.250000 Penalty: 4750.361816
	Iteration 23Q: 3 clusters Score -1554171 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1554199.500000 Penalty: 4750.361816
	Iteration 24Q: 3 clusters Score -1554200 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1554223.250000 Penalty: 4750.361816
	Iteration 25Q: 3 clusters Score -1554223 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1554253.125000 Penalty: 4750.361816
	Iteration 26Q: 3 clusters Score -1554253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1554274.625000 Penalty: 4750.361816
	Iteration 27Q: 3 clusters Score -1554275 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1554303.125000 Penalty: 4750.361816
	Iteration 28Q: 3 clusters Score -1554303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1554324.250000 Penalty: 4750.361816
	Iteration 29Q: 3 clusters Score -1554324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1554340.625000 Penalty: 4750.361816
	Iteration 30Q: 3 clusters Score -1554341 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1554363.500000 Penalty: 4750.361816
	Iteration 31Q: 3 clusters Score -1554364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1554388.375000 Penalty: 4750.361816
	Iteration 32Q: 3 clusters Score -1554388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1554401.250000 Penalty: 4750.361816
	Iteration 33Q: 3 clusters Score -1554401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1554413.375000 Penalty: 4750.361816
	Iteration 34Q: 3 clusters Score -1554413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1554432.375000 Penalty: 4750.361816
	Iteration 35Q: 3 clusters Score -1554432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1554453.875000 Penalty: 4750.361816
	Iteration 36Q: 3 clusters Score -1554454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1554470.000000 Penalty: 4750.361816
	Iteration 37Q: 3 clusters Score -1554470 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1554482.375000 Penalty: 4750.361816
	Iteration 38Q: 3 clusters Score -1554482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1554496.750000 Penalty: 4750.361816
	Iteration 39Q: 3 clusters Score -1554497 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1554504.125000 Penalty: 4750.361816
	Iteration 40F: 3 clusters Score -1554504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1554511.500000 Penalty: 4750.361816
	Iteration 41Q: 3 clusters Score -1554512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1554518.625000 Penalty: 4750.361816
	Iteration 42Q: 3 clusters Score -1554519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1554525.250000 Penalty: 4750.361816
	Iteration 43Q: 3 clusters Score -1554525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1554538.125000 Penalty: 4750.361816
	Iteration 44Q: 3 clusters Score -1554538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1554554.500000 Penalty: 4750.361816
	Iteration 45Q: 3 clusters Score -1554554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1554565.000000 Penalty: 4750.361816
	Iteration 46Q: 3 clusters Score -1554565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1554572.875000 Penalty: 4750.361816
	Iteration 47Q: 3 clusters Score -1554573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1554591.500000 Penalty: 4750.361816
	Iteration 48Q: 3 clusters Score -1554592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1554605.625000 Penalty: 4750.361816
	Iteration 49Q: 3 clusters Score -1554606 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1554619.000000 Penalty: 4750.361816
	Iteration 50Q: 3 clusters Score -1554619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1554631.375000 Penalty: 4750.361816
	Iteration 51Q: 3 clusters Score -1554631 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1554648.250000 Penalty: 4750.361816
	Iteration 52Q: 3 clusters Score -1554648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1554668.375000 Penalty: 4750.361816
	Iteration 53Q: 3 clusters Score -1554668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1554687.500000 Penalty: 4750.361816
	Iteration 54Q: 3 clusters Score -1554688 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1554709.125000 Penalty: 4750.361816
	Iteration 55Q: 3 clusters Score -1554709 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1554724.000000 Penalty: 4750.361816
	Iteration 56Q: 3 clusters Score -1554724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1554736.375000 Penalty: 4750.361816
	Iteration 57Q: 3 clusters Score -1554736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1554740.875000 Penalty: 4750.361816
	Iteration 58Q: 3 clusters Score -1554741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1554751.625000 Penalty: 4750.361816
	Iteration 59Q: 3 clusters Score -1554752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1554756.625000 Penalty: 4750.361816
	Iteration 60F: 3 clusters Score -1554757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1554764.000000 Penalty: 4750.361816
	Iteration 61Q: 3 clusters Score -1554764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1554768.375000 Penalty: 4750.361816
	Iteration 62Q: 3 clusters Score -1554768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1554778.500000 Penalty: 4750.361816
	Iteration 63Q: 3 clusters Score -1554778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1554786.750000 Penalty: 4750.361816
	Iteration 64Q: 3 clusters Score -1554787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1554798.250000 Penalty: 4750.361816
	Iteration 65Q: 3 clusters Score -1554798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1554803.125000 Penalty: 4750.361816
	Iteration 66Q: 3 clusters Score -1554803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1554812.375000 Penalty: 4750.361816
	Iteration 67Q: 3 clusters Score -1554812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1554823.500000 Penalty: 4750.361816
	Iteration 68Q: 3 clusters Score -1554824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1554833.625000 Penalty: 4750.361816
	Iteration 69Q: 3 clusters Score -1554834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1554844.875000 Penalty: 4750.361816
	Iteration 70Q: 3 clusters Score -1554845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1554861.375000 Penalty: 4750.361816
	Iteration 71Q: 3 clusters Score -1554861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1554875.875000 Penalty: 4750.361816
	Iteration 72Q: 3 clusters Score -1554876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1554887.250000 Penalty: 4750.361816
	Iteration 73Q: 3 clusters Score -1554887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1554901.000000 Penalty: 4750.361816
	Iteration 74Q: 3 clusters Score -1554901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1554925.000000 Penalty: 4750.361816
	Iteration 75Q: 3 clusters Score -1554925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1554931.875000 Penalty: 4750.361816
	Iteration 76Q: 3 clusters Score -1554932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1554937.375000 Penalty: 4750.361816
	Iteration 77Q: 3 clusters Score -1554937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1554945.625000 Penalty: 4750.361816
	Iteration 78Q: 3 clusters Score -1554946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1554951.875000 Penalty: 4750.361816
	Iteration 79Q: 3 clusters Score -1554952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1554960.250000 Penalty: 4750.361816
	Iteration 80F: 3 clusters Score -1554960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1554962.875000 Penalty: 4750.361816
	Iteration 81Q: 3 clusters Score -1554963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1554969.250000 Penalty: 4750.361816
	Iteration 82Q: 3 clusters Score -1554969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1554971.000000 Penalty: 4750.361816
	Iteration 83Q: 3 clusters Score -1554971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1554971.750000 Penalty: 4750.361816
	Iteration 84Q: 3 clusters Score -1554972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1554978.750000 Penalty: 4750.361816
	Iteration 85Q: 3 clusters Score -1554979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1554978.500000 Penalty: 4750.361816
	Iteration 86Q: 3 clusters Score -1554978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1554981.375000 Penalty: 4750.361816
	Iteration 87Q: 3 clusters Score -1554981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1554981.625000 Penalty: 4750.361816
	Iteration 88Q: 3 clusters Score -1554982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1554981.375000 Penalty: 4750.361816
	Iteration 89Q: 3 clusters Score -1554981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1554982.750000 Penalty: 4750.361816
	Iteration 90Q: 3 clusters Score -1554983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1554989.000000 Penalty: 4750.361816
	Iteration 91Q: 3 clusters Score -1554989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1554995.000000 Penalty: 4750.361816
	Iteration 92Q: 3 clusters Score -1554995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1554994.750000 Penalty: 4750.361816
	Iteration 93Q: 3 clusters Score -1554995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1554998.500000 Penalty: 4750.361816
	Iteration 94Q: 3 clusters Score -1554998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1555001.500000 Penalty: 4750.361816
	Iteration 95Q: 3 clusters Score -1555002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1555005.750000 Penalty: 4750.361816
	Iteration 96Q: 3 clusters Score -1555006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1555007.000000 Penalty: 4750.361816
	Iteration 97Q: 3 clusters Score -1555007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1555009.500000 Penalty: 4750.361816
	Iteration 98Q: 3 clusters Score -1555010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1555011.875000 Penalty: 4750.361816
	Iteration 99Q: 3 clusters Score -1555012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1555014.625000 Penalty: 4750.361816
	Iteration 100F: 3 clusters Score -1555015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1555017.500000 Penalty: 4750.361816
	Iteration 101Q: 3 clusters Score -1555018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1555019.375000 Penalty: 4750.361816
	Iteration 102Q: 3 clusters Score -1555019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1555029.000000 Penalty: 4750.361816
	Iteration 103Q: 3 clusters Score -1555029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1555032.875000 Penalty: 4750.361816
	Iteration 104Q: 3 clusters Score -1555033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1555039.500000 Penalty: 4750.361816
	Iteration 105Q: 3 clusters Score -1555040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1555042.250000 Penalty: 4750.361816
	Iteration 106Q: 3 clusters Score -1555042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1555043.750000 Penalty: 4750.361816
	Iteration 107Q: 3 clusters Score -1555044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1555044.375000 Penalty: 4750.361816
	Iteration 108Q: 3 clusters Score -1555044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1555048.125000 Penalty: 4750.361816
	Iteration 109Q: 3 clusters Score -1555048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1555050.500000 Penalty: 4750.361816
	Iteration 110Q: 3 clusters Score -1555050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1555053.375000 Penalty: 4750.361816
	Iteration 111Q: 3 clusters Score -1555053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1555060.125000 Penalty: 4750.361816
	Iteration 112Q: 3 clusters Score -1555060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1555062.250000 Penalty: 4750.361816
	Iteration 113Q: 3 clusters Score -1555062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1555068.625000 Penalty: 4750.361816
	Iteration 114Q: 3 clusters Score -1555069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1555071.000000 Penalty: 4750.361816
	Iteration 115Q: 3 clusters Score -1555071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1555073.375000 Penalty: 4750.361816
	Iteration 116Q: 3 clusters Score -1555073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1555076.375000 Penalty: 4750.361816
	Iteration 117Q: 3 clusters Score -1555076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1555082.625000 Penalty: 4750.361816
	Iteration 118Q: 3 clusters Score -1555083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1555080.625000 Penalty: 4750.361816
	Iteration 119Q: 3 clusters Score -1555081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1555084.875000 Penalty: 4750.361816
	Iteration 120F: 3 clusters Score -1555085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1555086.625000 Penalty: 4750.361816
	Iteration 121Q: 3 clusters Score -1555087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1555090.000000 Penalty: 4750.361816
	Iteration 122Q: 3 clusters Score -1555090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1555095.500000 Penalty: 4750.361816
	Iteration 123Q: 3 clusters Score -1555096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1555103.250000 Penalty: 4750.361816
	Iteration 124Q: 3 clusters Score -1555103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1555110.125000 Penalty: 4750.361816
	Iteration 125Q: 3 clusters Score -1555110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1555112.875000 Penalty: 4750.361816
	Iteration 126Q: 3 clusters Score -1555113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1555115.750000 Penalty: 4750.361816
	Iteration 127Q: 3 clusters Score -1555116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1555116.375000 Penalty: 4750.361816
	Iteration 128Q: 3 clusters Score -1555116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1555117.375000 Penalty: 4750.361816
	Iteration 129Q: 3 clusters Score -1555117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1555118.500000 Penalty: 4750.361816
	Iteration 130Q: 3 clusters Score -1555118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1555117.750000 Penalty: 4750.361816
	Iteration 131Q: 3 clusters Score -1555118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1555117.750000 Penalty: 4750.361816
	Iteration 132F: 3 clusters Score -1555118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (178269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Entering Unmasked Estep 
Score: -21080504.000000 Penalty: 2998.580078
	Iteration 0F: 2 clusters Score -2.10805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 89214 members 
Entering Unmasked Estep 
Score: -20965828.000000 Penalty: 5997.160156
	Iteration 0F: 3 clusters Score -2.096583e+07 nChanged 85590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -21016038.000000 Penalty: 5997.160156
	Iteration 1F: 3 clusters Score -2.101604e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 92395 members 
Entering Unmasked Estep 
Score: -21017276.000000 Penalty: 5997.160156
	Iteration 2Q: 3 clusters Score -2.101728e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83938 members 
Mstep: Class 2 contains 94331 members 
Entering Unmasked Estep 
Score: -21018876.000000 Penalty: 5997.160156
	Iteration 3Q: 3 clusters Score -2.101888e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 97285 members 
Entering Unmasked Estep 
Score: -21021334.000000 Penalty: 5997.160156
	Iteration 4Q: 3 clusters Score -2.102133e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -21024954.000000 Penalty: 5997.160156
	Iteration 5Q: 3 clusters Score -2.102495e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70358 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -21031828.000000 Penalty: 5997.160156
	Iteration 6F: 3 clusters Score -2.103183e+07 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -21041750.000000 Penalty: 5997.160156
	Iteration 7F: 3 clusters Score -2.104175e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 122945 members 
Entering Unmasked Estep 
Score: -21054080.000000 Penalty: 5997.160156
	Iteration 8F: 3 clusters Score -2.105408e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 127787 members 
Entering Unmasked Estep 
Score: -21064802.000000 Penalty: 5997.160156
	Iteration 9F: 3 clusters Score -2.10648e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 130292 members 
Entering Unmasked Estep 
Score: -21070398.000000 Penalty: 5997.160156
	Iteration 10Q: 3 clusters Score -2.10704e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 131921 members 
Entering Unmasked Estep 
Score: -21072824.000000 Penalty: 5997.160156
	Iteration 11Q: 3 clusters Score -2.107282e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -21074400.000000 Penalty: 5997.160156
	Iteration 12Q: 3 clusters Score -2.10744e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 134397 members 
Entering Unmasked Estep 
Score: -21075414.000000 Penalty: 5997.160156
	Iteration 13Q: 3 clusters Score -2.107541e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -21076104.000000 Penalty: 5997.160156
	Iteration 14Q: 3 clusters Score -2.10761e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 136411 members 
Entering Unmasked Estep 
Score: -21076580.000000 Penalty: 5997.160156
	Iteration 15Q: 3 clusters Score -2.107658e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 137287 members 
Entering Unmasked Estep 
Score: -21076844.000000 Penalty: 5997.160156
	Iteration 16Q: 3 clusters Score -2.107684e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 138132 members 
Entering Unmasked Estep 
Score: -21077084.000000 Penalty: 5997.160156
	Iteration 17Q: 3 clusters Score -2.107708e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 138949 members 
Entering Unmasked Estep 
Score: -21077286.000000 Penalty: 5997.160156
	Iteration 18Q: 3 clusters Score -2.107729e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 139737 members 
Entering Unmasked Estep 
Score: -21077470.000000 Penalty: 5997.160156
	Iteration 19Q: 3 clusters Score -2.107747e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -21077618.000000 Penalty: 5997.160156
	Iteration 20F: 3 clusters Score -2.107762e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 141184 members 
Entering Unmasked Estep 
Score: -21077706.000000 Penalty: 5997.160156
	Iteration 21Q: 3 clusters Score -2.107771e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -21077810.000000 Penalty: 5997.160156
	Iteration 22Q: 3 clusters Score -2.107781e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 142517 members 
Entering Unmasked Estep 
Score: -21077878.000000 Penalty: 5997.160156
	Iteration 23Q: 3 clusters Score -2.107788e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 143155 members 
Entering Unmasked Estep 
Score: -21077930.000000 Penalty: 5997.160156
	Iteration 24Q: 3 clusters Score -2.107793e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 143788 members 
Entering Unmasked Estep 
Score: -21078018.000000 Penalty: 5997.160156
	Iteration 25Q: 3 clusters Score -2.107802e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 144458 members 
Entering Unmasked Estep 
Score: -21078076.000000 Penalty: 5997.160156
	Iteration 26Q: 3 clusters Score -2.107808e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 145107 members 
Entering Unmasked Estep 
Score: -21078156.000000 Penalty: 5997.160156
	Iteration 27Q: 3 clusters Score -2.107816e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -21078238.000000 Penalty: 5997.160156
	Iteration 28Q: 3 clusters Score -2.107824e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 146457 members 
Entering Unmasked Estep 
Score: -21078274.000000 Penalty: 5997.160156
	Iteration 29Q: 3 clusters Score -2.107827e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 147168 members 
Entering Unmasked Estep 
Score: -21078434.000000 Penalty: 5997.160156
	Iteration 30Q: 3 clusters Score -2.107843e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -21078486.000000 Penalty: 5997.160156
	Iteration 31Q: 3 clusters Score -2.107849e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 148502 members 
Entering Unmasked Estep 
Score: -21078552.000000 Penalty: 5997.160156
	Iteration 32Q: 3 clusters Score -2.107855e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 149115 members 
Entering Unmasked Estep 
Score: -21078638.000000 Penalty: 5997.160156
	Iteration 33Q: 3 clusters Score -2.107864e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 149715 members 
Entering Unmasked Estep 
Score: -21078686.000000 Penalty: 5997.160156
	Iteration 34Q: 3 clusters Score -2.107869e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 150302 members 
Entering Unmasked Estep 
Score: -21078708.000000 Penalty: 5997.160156
	Iteration 35Q: 3 clusters Score -2.107871e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 150912 members 
Entering Unmasked Estep 
Score: -21078770.000000 Penalty: 5997.160156
	Iteration 36Q: 3 clusters Score -2.107877e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 151512 members 
Entering Unmasked Estep 
Score: -21078830.000000 Penalty: 5997.160156
	Iteration 37Q: 3 clusters Score -2.107883e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 152105 members 
Entering Unmasked Estep 
Score: -21078924.000000 Penalty: 5997.160156
	Iteration 38Q: 3 clusters Score -2.107892e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 152695 members 
Entering Unmasked Estep 
Score: -21079038.000000 Penalty: 5997.160156
	Iteration 39Q: 3 clusters Score -2.107904e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 153264 members 
Entering Unmasked Estep 
Score: -21079114.000000 Penalty: 5997.160156
	Iteration 40F: 3 clusters Score -2.107911e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -21079174.000000 Penalty: 5997.160156
	Iteration 41Q: 3 clusters Score -2.107917e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -21079204.000000 Penalty: 5997.160156
	Iteration 42Q: 3 clusters Score -2.10792e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -21079192.000000 Penalty: 5997.160156
	Iteration 43Q: 3 clusters Score -2.107919e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 155382 members 
Entering Unmasked Estep 
Score: -21079160.000000 Penalty: 5997.160156
	Iteration 44Q: 3 clusters Score -2.107916e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -21079230.000000 Penalty: 5997.160156
	Iteration 45Q: 3 clusters Score -2.107923e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 156336 members 
Entering Unmasked Estep 
Score: -21079266.000000 Penalty: 5997.160156
	Iteration 46Q: 3 clusters Score -2.107927e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 156780 members 
Entering Unmasked Estep 
Score: -21079228.000000 Penalty: 5997.160156
	Iteration 47Q: 3 clusters Score -2.107923e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 157213 members 
Entering Unmasked Estep 
Score: -21079274.000000 Penalty: 5997.160156
	Iteration 48Q: 3 clusters Score -2.107927e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 157646 members 
Entering Unmasked Estep 
Score: -21079296.000000 Penalty: 5997.160156
	Iteration 49Q: 3 clusters Score -2.10793e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 158056 members 
Entering Unmasked Estep 
Score: -21079322.000000 Penalty: 5997.160156
	Iteration 50Q: 3 clusters Score -2.107932e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 158490 members 
Entering Unmasked Estep 
Score: -21079302.000000 Penalty: 5997.160156
	Iteration 51Q: 3 clusters Score -2.10793e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -21079268.000000 Penalty: 5997.160156
	Iteration 52Q: 3 clusters Score -2.107927e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 159315 members 
Entering Unmasked Estep 
Score: -21079248.000000 Penalty: 5997.160156
	Iteration 53Q: 3 clusters Score -2.107925e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -21079288.000000 Penalty: 5997.160156
	Iteration 54Q: 3 clusters Score -2.107929e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 160099 members 
Entering Unmasked Estep 
Score: -21079280.000000 Penalty: 5997.160156
	Iteration 55Q: 3 clusters Score -2.107928e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 160496 members 
Entering Unmasked Estep 
Score: -21079330.000000 Penalty: 5997.160156
	Iteration 56Q: 3 clusters Score -2.107933e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -21079276.000000 Penalty: 5997.160156
	Iteration 57Q: 3 clusters Score -2.107928e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 161227 members 
Entering Unmasked Estep 
Score: -21079296.000000 Penalty: 5997.160156
	Iteration 58Q: 3 clusters Score -2.10793e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 161598 members 
Entering Unmasked Estep 
Score: -21079296.000000 Penalty: 5997.160156
	Iteration 59Q: 3 clusters Score -2.10793e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -21079352.000000 Penalty: 5997.160156
	Iteration 60F: 3 clusters Score -2.107935e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 162265 members 
Entering Unmasked Estep 
Score: -21079410.000000 Penalty: 5997.160156
	Iteration 61Q: 3 clusters Score -2.107941e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -21079446.000000 Penalty: 5997.160156
	Iteration 62Q: 3 clusters Score -2.107945e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 162849 members 
Entering Unmasked Estep 
Score: -21079474.000000 Penalty: 5997.160156
	Iteration 63Q: 3 clusters Score -2.107947e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 163146 members 
Entering Unmasked Estep 
Score: -21079444.000000 Penalty: 5997.160156
	Iteration 64Q: 3 clusters Score -2.107944e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 163433 members 
Entering Unmasked Estep 
Score: -21079458.000000 Penalty: 5997.160156
	Iteration 65Q: 3 clusters Score -2.107946e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -21079424.000000 Penalty: 5997.160156
	Iteration 66Q: 3 clusters Score -2.107942e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -21079436.000000 Penalty: 5997.160156
	Iteration 67Q: 3 clusters Score -2.107944e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -21079406.000000 Penalty: 5997.160156
	Iteration 68Q: 3 clusters Score -2.107941e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 164669 members 
Entering Unmasked Estep 
Score: -21079418.000000 Penalty: 5997.160156
	Iteration 69Q: 3 clusters Score -2.107942e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -21079414.000000 Penalty: 5997.160156
	Iteration 70Q: 3 clusters Score -2.107941e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -21079422.000000 Penalty: 5997.160156
	Iteration 71Q: 3 clusters Score -2.107942e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 165371 members 
Entering Unmasked Estep 
Score: -21079436.000000 Penalty: 5997.160156
	Iteration 72Q: 3 clusters Score -2.107944e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -21079434.000000 Penalty: 5997.160156
	Iteration 73Q: 3 clusters Score -2.107943e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 165765 members 
Entering Unmasked Estep 
Score: -21079406.000000 Penalty: 5997.160156
	Iteration 74Q: 3 clusters Score -2.107941e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 165934 members 
Entering Unmasked Estep 
Score: -21079380.000000 Penalty: 5997.160156
	Iteration 75Q: 3 clusters Score -2.107938e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -21079348.000000 Penalty: 5997.160156
	Iteration 76Q: 3 clusters Score -2.107935e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 166266 members 
Entering Unmasked Estep 
Score: -21079354.000000 Penalty: 5997.160156
	Iteration 77Q: 3 clusters Score -2.107935e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -21079368.000000 Penalty: 5997.160156
	Iteration 78Q: 3 clusters Score -2.107937e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 166565 members 
Entering Unmasked Estep 
Score: -21079386.000000 Penalty: 5997.160156
	Iteration 79Q: 3 clusters Score -2.107939e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -21079394.000000 Penalty: 5997.160156
	Iteration 80F: 3 clusters Score -2.107939e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 166851 members 
Entering Unmasked Estep 
Score: -21079428.000000 Penalty: 5997.160156
	Iteration 81Q: 3 clusters Score -2.107943e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 166988 members 
Entering Unmasked Estep 
Score: -21079432.000000 Penalty: 5997.160156
	Iteration 82Q: 3 clusters Score -2.107943e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 167127 members 
Entering Unmasked Estep 
Score: -21079396.000000 Penalty: 5997.160156
	Iteration 83Q: 3 clusters Score -2.10794e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 167254 members 
Entering Unmasked Estep 
Score: -21079350.000000 Penalty: 5997.160156
	Iteration 84Q: 3 clusters Score -2.107935e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -21079362.000000 Penalty: 5997.160156
	Iteration 85Q: 3 clusters Score -2.107936e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 167522 members 
Entering Unmasked Estep 
Score: -21079334.000000 Penalty: 5997.160156
	Iteration 86Q: 3 clusters Score -2.107933e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -21079326.000000 Penalty: 5997.160156
	Iteration 87Q: 3 clusters Score -2.107933e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 167830 members 
Entering Unmasked Estep 
Score: -21079306.000000 Penalty: 5997.160156
	Iteration 88Q: 3 clusters Score -2.107931e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 167991 members 
Entering Unmasked Estep 
Score: -21079254.000000 Penalty: 5997.160156
	Iteration 89Q: 3 clusters Score -2.107925e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 168105 members 
Entering Unmasked Estep 
Score: -21079248.000000 Penalty: 5997.160156
	Iteration 90Q: 3 clusters Score -2.107925e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -21079236.000000 Penalty: 5997.160156
	Iteration 91Q: 3 clusters Score -2.107924e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 168314 members 
Entering Unmasked Estep 
Score: -21079228.000000 Penalty: 5997.160156
	Iteration 92Q: 3 clusters Score -2.107923e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -21079238.000000 Penalty: 5997.160156
	Iteration 93Q: 3 clusters Score -2.107924e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -21079274.000000 Penalty: 5997.160156
	Iteration 94Q: 3 clusters Score -2.107927e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 168613 members 
Entering Unmasked Estep 
Score: -21079252.000000 Penalty: 5997.160156
	Iteration 95Q: 3 clusters Score -2.107925e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 168713 members 
Entering Unmasked Estep 
Score: -21079232.000000 Penalty: 5997.160156
	Iteration 96Q: 3 clusters Score -2.107923e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 168802 members 
Entering Unmasked Estep 
Score: -21079186.000000 Penalty: 5997.160156
	Iteration 97Q: 3 clusters Score -2.107919e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 168871 members 
Entering Unmasked Estep 
Score: -21079212.000000 Penalty: 5997.160156
	Iteration 98Q: 3 clusters Score -2.107921e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 168937 members 
Entering Unmasked Estep 
Score: -21079208.000000 Penalty: 5997.160156
	Iteration 99Q: 3 clusters Score -2.107921e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 169000 members 
Entering Unmasked Estep 
Score: -21079168.000000 Penalty: 5997.160156
	Iteration 100F: 3 clusters Score -2.107917e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 169070 members 
Entering Unmasked Estep 
Score: -21079164.000000 Penalty: 5997.160156
	Iteration 101Q: 3 clusters Score -2.107916e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 169133 members 
Entering Unmasked Estep 
Score: -21079186.000000 Penalty: 5997.160156
	Iteration 102Q: 3 clusters Score -2.107919e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 169184 members 
Entering Unmasked Estep 
Score: -21079164.000000 Penalty: 5997.160156
	Iteration 103Q: 3 clusters Score -2.107916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -21079160.000000 Penalty: 5997.160156
	Iteration 104Q: 3 clusters Score -2.107916e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 169278 members 
Entering Unmasked Estep 
Score: -21079148.000000 Penalty: 5997.160156
	Iteration 105Q: 3 clusters Score -2.107915e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 169322 members 
Entering Unmasked Estep 
Score: -21079168.000000 Penalty: 5997.160156
	Iteration 106Q: 3 clusters Score -2.107917e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 169359 members 
Entering Unmasked Estep 
Score: -21079152.000000 Penalty: 5997.160156
	Iteration 107Q: 3 clusters Score -2.107915e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 169393 members 
Entering Unmasked Estep 
Score: -21079128.000000 Penalty: 5997.160156
	Iteration 108Q: 3 clusters Score -2.107913e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 169431 members 
Entering Unmasked Estep 
Score: -21079144.000000 Penalty: 5997.160156
	Iteration 109Q: 3 clusters Score -2.107914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 169470 members 
Entering Unmasked Estep 
Score: -21079148.000000 Penalty: 5997.160156
	Iteration 110Q: 3 clusters Score -2.107915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 169510 members 
Entering Unmasked Estep 
Score: -21079130.000000 Penalty: 5997.160156
	Iteration 111Q: 3 clusters Score -2.107913e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 169549 members 
Entering Unmasked Estep 
Score: -21079132.000000 Penalty: 5997.160156
	Iteration 112Q: 3 clusters Score -2.107913e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 169590 members 
Entering Unmasked Estep 
Score: -21079124.000000 Penalty: 5997.160156
	Iteration 113Q: 3 clusters Score -2.107912e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 169629 members 
Entering Unmasked Estep 
Score: -21079140.000000 Penalty: 5997.160156
	Iteration 114Q: 3 clusters Score -2.107914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 169666 members 
Entering Unmasked Estep 
Score: -21079128.000000 Penalty: 5997.160156
	Iteration 115Q: 3 clusters Score -2.107913e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -21079126.000000 Penalty: 5997.160156
	Iteration 116Q: 3 clusters Score -2.107913e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -21079126.000000 Penalty: 5997.160156
	Iteration 117Q: 3 clusters Score -2.107913e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 169786 members 
Entering Unmasked Estep 
Score: -21079136.000000 Penalty: 5997.160156
	Iteration 118Q: 3 clusters Score -2.107914e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 169838 members 
Entering Unmasked Estep 
Score: -21079102.000000 Penalty: 5997.160156
	Iteration 119Q: 3 clusters Score -2.10791e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 169888 members 
Entering Unmasked Estep 
Score: -21079096.000000 Penalty: 5997.160156
	Iteration 120F: 3 clusters Score -2.10791e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 169940 members 
Entering Unmasked Estep 
Score: -21079096.000000 Penalty: 5997.160156
	Iteration 121Q: 3 clusters Score -2.10791e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 169990 members 
Entering Unmasked Estep 
Score: -21079110.000000 Penalty: 5997.160156
	Iteration 122Q: 3 clusters Score -2.107911e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 170055 members 
Entering Unmasked Estep 
Score: -21079110.000000 Penalty: 5997.160156
	Iteration 123Q: 3 clusters Score -2.107911e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 170114 members 
Entering Unmasked Estep 
Score: -21079102.000000 Penalty: 5997.160156
	Iteration 124Q: 3 clusters Score -2.10791e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 170184 members 
Entering Unmasked Estep 
Score: -21079102.000000 Penalty: 5997.160156
	Iteration 125Q: 3 clusters Score -2.10791e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 170252 members 
Entering Unmasked Estep 
Score: -21079078.000000 Penalty: 5997.160156
	Iteration 126Q: 3 clusters Score -2.107908e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 170317 members 
Entering Unmasked Estep 
Score: -21079070.000000 Penalty: 5997.160156
	Iteration 127Q: 3 clusters Score -2.107907e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 170373 members 
Entering Unmasked Estep 
Score: -21079022.000000 Penalty: 5997.160156
	Iteration 128Q: 3 clusters Score -2.107902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 170440 members 
Entering Unmasked Estep 
Score: -21079036.000000 Penalty: 5997.160156
	Iteration 129Q: 3 clusters Score -2.107904e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 170484 members 
Entering Unmasked Estep 
Score: -21079010.000000 Penalty: 5997.160156
	Iteration 130Q: 3 clusters Score -2.107901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 170527 members 
Entering Unmasked Estep 
Score: -21079024.000000 Penalty: 5997.160156
	Iteration 131Q: 3 clusters Score -2.107902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -21079032.000000 Penalty: 5997.160156
	Iteration 132Q: 3 clusters Score -2.107903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -21079058.000000 Penalty: 5997.160156
	Iteration 133Q: 3 clusters Score -2.107906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -21079052.000000 Penalty: 5997.160156
	Iteration 134Q: 3 clusters Score -2.107905e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 170647 members 
Entering Unmasked Estep 
Score: -21079044.000000 Penalty: 5997.160156
	Iteration 135Q: 3 clusters Score -2.107904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -21079054.000000 Penalty: 5997.160156
	Iteration 136Q: 3 clusters Score -2.107905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 170699 members 
Entering Unmasked Estep 
Score: -21079052.000000 Penalty: 5997.160156
	Iteration 137Q: 3 clusters Score -2.107905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -21079032.000000 Penalty: 5997.160156
	Iteration 138Q: 3 clusters Score -2.107903e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -21079028.000000 Penalty: 5997.160156
	Iteration 139Q: 3 clusters Score -2.107903e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 170775 members 
Entering Unmasked Estep 
Score: -21079016.000000 Penalty: 5997.160156
	Iteration 140F: 3 clusters Score -2.107902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 170800 members 
Entering Unmasked Estep 
Score: -21079006.000000 Penalty: 5997.160156
	Iteration 141Q: 3 clusters Score -2.107901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 170826 members 
Entering Unmasked Estep 
Score: -21079002.000000 Penalty: 5997.160156
	Iteration 142Q: 3 clusters Score -2.1079e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 170852 members 
Entering Unmasked Estep 
Score: -21078978.000000 Penalty: 5997.160156
	Iteration 143Q: 3 clusters Score -2.107898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -21078958.000000 Penalty: 5997.160156
	Iteration 144Q: 3 clusters Score -2.107896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -21078966.000000 Penalty: 5997.160156
	Iteration 145Q: 3 clusters Score -2.107897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -21078984.000000 Penalty: 5997.160156
	Iteration 146Q: 3 clusters Score -2.107898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 170947 members 
Entering Unmasked Estep 
Score: -21079002.000000 Penalty: 5997.160156
	Iteration 147Q: 3 clusters Score -2.1079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -21078996.000000 Penalty: 5997.160156
	Iteration 148Q: 3 clusters Score -2.1079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 170997 members 
Entering Unmasked Estep 
Score: -21079000.000000 Penalty: 5997.160156
	Iteration 149Q: 3 clusters Score -2.1079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 171017 members 
Entering Unmasked Estep 
Score: -21079010.000000 Penalty: 5997.160156
	Iteration 150Q: 3 clusters Score -2.107901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -21079020.000000 Penalty: 5997.160156
	Iteration 151Q: 3 clusters Score -2.107902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 171092 members 
Entering Unmasked Estep 
Score: -21079052.000000 Penalty: 5997.160156
	Iteration 152Q: 3 clusters Score -2.107905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 171128 members 
Entering Unmasked Estep 
Score: -21079014.000000 Penalty: 5997.160156
	Iteration 153Q: 3 clusters Score -2.107901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 171172 members 
Entering Unmasked Estep 
Score: -21079006.000000 Penalty: 5997.160156
	Iteration 154Q: 3 clusters Score -2.107901e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -21079014.000000 Penalty: 5997.160156
	Iteration 155Q: 3 clusters Score -2.107901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -21079014.000000 Penalty: 5997.160156
	Iteration 156Q: 3 clusters Score -2.107901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 171285 members 
Entering Unmasked Estep 
Score: -21078980.000000 Penalty: 5997.160156
	Iteration 157Q: 3 clusters Score -2.107898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 171315 members 
Entering Unmasked Estep 
Score: -21078984.000000 Penalty: 5997.160156
	Iteration 158Q: 3 clusters Score -2.107898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 171342 members 
Entering Unmasked Estep 
Score: -21078996.000000 Penalty: 5997.160156
	Iteration 159Q: 3 clusters Score -2.1079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 171374 members 
Entering Unmasked Estep 
Score: -21079014.000000 Penalty: 5997.160156
	Iteration 160F: 3 clusters Score -2.107901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -21079002.000000 Penalty: 5997.160156
	Iteration 161Q: 3 clusters Score -2.1079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 171440 members 
Entering Unmasked Estep 
Score: -21078988.000000 Penalty: 5997.160156
	Iteration 162Q: 3 clusters Score -2.107899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -21078972.000000 Penalty: 5997.160156
	Iteration 163Q: 3 clusters Score -2.107897e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -21078978.000000 Penalty: 5997.160156
	Iteration 164Q: 3 clusters Score -2.107898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -21078984.000000 Penalty: 5997.160156
	Iteration 165Q: 3 clusters Score -2.107898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 171529 members 
Entering Unmasked Estep 
Score: -21078968.000000 Penalty: 5997.160156
	Iteration 166Q: 3 clusters Score -2.107897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 171545 members 
Entering Unmasked Estep 
Score: -21078958.000000 Penalty: 5997.160156
	Iteration 167Q: 3 clusters Score -2.107896e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -21078970.000000 Penalty: 5997.160156
	Iteration 168Q: 3 clusters Score -2.107897e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -21078986.000000 Penalty: 5997.160156
	Iteration 169Q: 3 clusters Score -2.107899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -21078970.000000 Penalty: 5997.160156
	Iteration 170Q: 3 clusters Score -2.107897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 171622 members 
Entering Unmasked Estep 
Score: -21078970.000000 Penalty: 5997.160156
	Iteration 171Q: 3 clusters Score -2.107897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 171634 members 
Entering Unmasked Estep 
Score: -21078964.000000 Penalty: 5997.160156
	Iteration 172Q: 3 clusters Score -2.107896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 171647 members 
Entering Unmasked Estep 
Score: -21078970.000000 Penalty: 5997.160156
	Iteration 173Q: 3 clusters Score -2.107897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 171661 members 
Entering Unmasked Estep 
Score: -21078972.000000 Penalty: 5997.160156
	Iteration 174Q: 3 clusters Score -2.107897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 171671 members 
Entering Unmasked Estep 
Score: -21078986.000000 Penalty: 5997.160156
	Iteration 175Q: 3 clusters Score -2.107899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -21078976.000000 Penalty: 5997.160156
	Iteration 176Q: 3 clusters Score -2.107898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 171688 members 
Entering Unmasked Estep 
Score: -21078976.000000 Penalty: 5997.160156
	Iteration 177Q: 3 clusters Score -2.107898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -21078978.000000 Penalty: 5997.160156
	Iteration 178Q: 3 clusters Score -2.107898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 171710 members 
Entering Unmasked Estep 
Score: -21078974.000000 Penalty: 5997.160156
	Iteration 179Q: 3 clusters Score -2.107897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 171719 members 
Entering Unmasked Estep 
Score: -21078958.000000 Penalty: 5997.160156
	Iteration 180F: 3 clusters Score -2.107896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -21078958.000000 Penalty: 5997.160156
	Iteration 181Q: 3 clusters Score -2.107896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 171732 members 
Entering Unmasked Estep 
Score: -21078960.000000 Penalty: 5997.160156
	Iteration 182Q: 3 clusters Score -2.107896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 171739 members 
Entering Unmasked Estep 
Score: -21078954.000000 Penalty: 5997.160156
	Iteration 183Q: 3 clusters Score -2.107895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 171742 members 
Entering Unmasked Estep 
Score: -21078970.000000 Penalty: 5997.160156
	Iteration 184Q: 3 clusters Score -2.107897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -21078960.000000 Penalty: 5997.160156
	Iteration 185Q: 3 clusters Score -2.107896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 171747 members 
Entering Unmasked Estep 
Score: -21078972.000000 Penalty: 5997.160156
	Iteration 186Q: 3 clusters Score -2.107897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 171752 members 
Entering Unmasked Estep 
Score: -21078968.000000 Penalty: 5997.160156
	Iteration 187Q: 3 clusters Score -2.107897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 171758 members 
Entering Unmasked Estep 
Score: -21078964.000000 Penalty: 5997.160156
	Iteration 188Q: 3 clusters Score -2.107896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 171765 members 
Entering Unmasked Estep 
Score: -21078960.000000 Penalty: 5997.160156
	Iteration 189Q: 3 clusters Score -2.107896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -21078950.000000 Penalty: 5997.160156
	Iteration 190Q: 3 clusters Score -2.107895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 171773 members 
Entering Unmasked Estep 
Score: -21078958.000000 Penalty: 5997.160156
	Iteration 191Q: 3 clusters Score -2.107896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -21078964.000000 Penalty: 5997.160156
	Iteration 192Q: 3 clusters Score -2.107896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 171781 members 
Entering Unmasked Estep 
Score: -21078960.000000 Penalty: 5997.160156
	Iteration 193Q: 3 clusters Score -2.107896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 171785 members 
Entering Unmasked Estep 
Score: -21078960.000000 Penalty: 5997.160156
	Iteration 194Q: 3 clusters Score -2.107896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 171787 members 
Entering Unmasked Estep 
Score: -21078964.000000 Penalty: 5997.160156
	Iteration 195Q: 3 clusters Score -2.107896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 171790 members 
Entering Unmasked Estep 
Score: -21078958.000000 Penalty: 5997.160156
	Iteration 196Q: 3 clusters Score -2.107896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -21078966.000000 Penalty: 5997.160156
	Iteration 197Q: 3 clusters Score -2.107897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 171797 members 
Entering Unmasked Estep 
Score: -21078956.000000 Penalty: 5997.160156
	Iteration 198Q: 3 clusters Score -2.107896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 171799 members 
Entering Unmasked Estep 
Score: -21078950.000000 Penalty: 5997.160156
	Iteration 199Q: 3 clusters Score -2.107895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 171802 members 
Entering Unmasked Estep 
Score: -21078956.000000 Penalty: 5997.160156
	Iteration 200F: 3 clusters Score -2.107896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 171804 members 
Entering Unmasked Estep 
Score: -21078952.000000 Penalty: 5997.160156
	Iteration 201Q: 3 clusters Score -2.107895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 171805 members 
Entering Unmasked Estep 
Score: -21078948.000000 Penalty: 5997.160156
	Iteration 202Q: 3 clusters Score -2.107895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 171808 members 
Entering Unmasked Estep 
Score: -21078952.000000 Penalty: 5997.160156
	Iteration 203Q: 3 clusters Score -2.107895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 171811 members 
Entering Unmasked Estep 
Score: -21078952.000000 Penalty: 5997.160156
	Iteration 204Q: 3 clusters Score -2.107895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -21078944.000000 Penalty: 5997.160156
	Iteration 205Q: 3 clusters Score -2.107894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 171815 members 
Entering Unmasked Estep 
Score: -21078944.000000 Penalty: 5997.160156
	Iteration 206Q: 3 clusters Score -2.107894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 171816 members 
Entering Unmasked Estep 
Score: -21078946.000000 Penalty: 5997.160156
	Iteration 207Q: 3 clusters Score -2.107895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 171818 members 
Entering Unmasked Estep 
Score: -21078946.000000 Penalty: 5997.160156
	Iteration 208Q: 3 clusters Score -2.107895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -21078960.000000 Penalty: 5997.160156
	Iteration 209Q: 3 clusters Score -2.107896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -21078960.000000 Penalty: 5997.160156
	Iteration 210F: 3 clusters Score -2.107896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -65062.042969 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -65062.04 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 310 members 
Entering Unmasked Estep 
Score: -63428.296875 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -63428.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63631.812500 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -63631.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63712.769531 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -63712.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63762.199219 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -63762.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63810.113281 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -63810.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63863.488281 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -63863.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63945.453125 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -63945.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64009.832031 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -64009.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64019.000000 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -64019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64023.171875 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -64023.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64024.125000 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -64024.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64026.359375 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -64026.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64028.066406 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -64028.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64030.066406 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -64030.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64031.906250 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -64031.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64031.906250 Penalty: 3173.703125
	Iteration 15F: 3 clusters Score -64031.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Entering Unmasked Estep 
Score: -2283197.500000 Penalty: 2455.878906
	Iteration 0F: 2 clusters Score -2283198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2269137.750000 Penalty: 4911.757812
	Iteration 0F: 3 clusters Score -2269138 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2274095.000000 Penalty: 4911.757812
	Iteration 1F: 3 clusters Score -2274095 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2274522.750000 Penalty: 4911.757812
	Iteration 2F: 3 clusters Score -2274523 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2274892.500000 Penalty: 4911.757812
	Iteration 3Q: 3 clusters Score -2274892 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2275229.750000 Penalty: 4911.757812
	Iteration 4Q: 3 clusters Score -2275230 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2275555.250000 Penalty: 4911.757812
	Iteration 5Q: 3 clusters Score -2275555 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2275865.250000 Penalty: 4911.757812
	Iteration 6Q: 3 clusters Score -2275865 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2276221.750000 Penalty: 4911.757812
	Iteration 7Q: 3 clusters Score -2276222 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2276650.500000 Penalty: 4911.757812
	Iteration 8Q: 3 clusters Score -2276650 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2277167.750000 Penalty: 4911.757812
	Iteration 9Q: 3 clusters Score -2277168 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -2277712.500000 Penalty: 4911.757812
	Iteration 10Q: 3 clusters Score -2277712 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2278270.750000 Penalty: 4911.757812
	Iteration 11Q: 3 clusters Score -2278271 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2278787.250000 Penalty: 4911.757812
	Iteration 12Q: 3 clusters Score -2278787 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2279298.250000 Penalty: 4911.757812
	Iteration 13Q: 3 clusters Score -2279298 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2279732.750000 Penalty: 4911.757812
	Iteration 14Q: 3 clusters Score -2279733 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2280110.250000 Penalty: 4911.757812
	Iteration 15Q: 3 clusters Score -2280110 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2280434.500000 Penalty: 4911.757812
	Iteration 16Q: 3 clusters Score -2280434 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2280698.500000 Penalty: 4911.757812
	Iteration 17Q: 3 clusters Score -2280698 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2280918.750000 Penalty: 4911.757812
	Iteration 18Q: 3 clusters Score -2280919 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2281071.000000 Penalty: 4911.757812
	Iteration 19Q: 3 clusters Score -2281071 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2281179.250000 Penalty: 4911.757812
	Iteration 20F: 3 clusters Score -2281179 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2281272.750000 Penalty: 4911.757812
	Iteration 21Q: 3 clusters Score -2281273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2281327.000000 Penalty: 4911.757812
	Iteration 22Q: 3 clusters Score -2281327 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2281352.000000 Penalty: 4911.757812
	Iteration 23Q: 3 clusters Score -2281352 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2281382.750000 Penalty: 4911.757812
	Iteration 24Q: 3 clusters Score -2281383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2281401.500000 Penalty: 4911.757812
	Iteration 25Q: 3 clusters Score -2281402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2281418.750000 Penalty: 4911.757812
	Iteration 26Q: 3 clusters Score -2281419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2281426.500000 Penalty: 4911.757812
	Iteration 27Q: 3 clusters Score -2281426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2281427.000000 Penalty: 4911.757812
	Iteration 28Q: 3 clusters Score -2281427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2281434.250000 Penalty: 4911.757812
	Iteration 29Q: 3 clusters Score -2281434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2281431.250000 Penalty: 4911.757812
	Iteration 30Q: 3 clusters Score -2281431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2281433.250000 Penalty: 4911.757812
	Iteration 31Q: 3 clusters Score -2281433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2281433.500000 Penalty: 4911.757812
	Iteration 32Q: 3 clusters Score -2281434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2281433.000000 Penalty: 4911.757812
	Iteration 33Q: 3 clusters Score -2281433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2281433.000000 Penalty: 4911.757812
	Iteration 34F: 3 clusters Score -2281433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Entering Unmasked Estep 
Score: -2838017.500000 Penalty: 2525.049072
	Iteration 0F: 2 clusters Score -2838018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2819877.500000 Penalty: 5050.098145
	Iteration 0F: 3 clusters Score -2819878 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2827175.250000 Penalty: 5050.098145
	Iteration 1F: 3 clusters Score -2827175 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2828511.250000 Penalty: 5050.098145
	Iteration 2F: 3 clusters Score -2828511 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2829894.500000 Penalty: 5050.098145
	Iteration 3F: 3 clusters Score -2829894 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2831128.250000 Penalty: 5050.098145
	Iteration 4F: 3 clusters Score -2831128 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2832094.500000 Penalty: 5050.098145
	Iteration 5F: 3 clusters Score -2832094 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2832746.250000 Penalty: 5050.098145
	Iteration 6F: 3 clusters Score -2832746 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2833146.250000 Penalty: 5050.098145
	Iteration 7Q: 3 clusters Score -2833146 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2833346.000000 Penalty: 5050.098145
	Iteration 8Q: 3 clusters Score -2833346 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2833494.500000 Penalty: 5050.098145
	Iteration 9Q: 3 clusters Score -2833494 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2833565.250000 Penalty: 5050.098145
	Iteration 10Q: 3 clusters Score -2833565 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2833602.750000 Penalty: 5050.098145
	Iteration 11Q: 3 clusters Score -2833603 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2833641.000000 Penalty: 5050.098145
	Iteration 12Q: 3 clusters Score -2833641 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2833660.750000 Penalty: 5050.098145
	Iteration 13Q: 3 clusters Score -2833661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2833687.750000 Penalty: 5050.098145
	Iteration 14Q: 3 clusters Score -2833688 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2833707.750000 Penalty: 5050.098145
	Iteration 15Q: 3 clusters Score -2833708 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2833717.000000 Penalty: 5050.098145
	Iteration 16Q: 3 clusters Score -2833717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2833715.750000 Penalty: 5050.098145
	Iteration 17Q: 3 clusters Score -2833716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2833719.000000 Penalty: 5050.098145
	Iteration 18Q: 3 clusters Score -2833719 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2833732.500000 Penalty: 5050.098145
	Iteration 19Q: 3 clusters Score -2833732 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2833739.750000 Penalty: 5050.098145
	Iteration 20F: 3 clusters Score -2833740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2833744.250000 Penalty: 5050.098145
	Iteration 21Q: 3 clusters Score -2833744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2833756.500000 Penalty: 5050.098145
	Iteration 22Q: 3 clusters Score -2833756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2833759.250000 Penalty: 5050.098145
	Iteration 23Q: 3 clusters Score -2833759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2833764.250000 Penalty: 5050.098145
	Iteration 24Q: 3 clusters Score -2833764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2833764.500000 Penalty: 5050.098145
	Iteration 25Q: 3 clusters Score -2833764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2833770.500000 Penalty: 5050.098145
	Iteration 26Q: 3 clusters Score -2833770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2833769.500000 Penalty: 5050.098145
	Iteration 27Q: 3 clusters Score -2833770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2833768.500000 Penalty: 5050.098145
	Iteration 28Q: 3 clusters Score -2833768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2833785.500000 Penalty: 5050.098145
	Iteration 29Q: 3 clusters Score -2833786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2833782.500000 Penalty: 5050.098145
	Iteration 30Q: 3 clusters Score -2833782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2833777.000000 Penalty: 5050.098145
	Iteration 31Q: 3 clusters Score -2833777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2833787.750000 Penalty: 5050.098145
	Iteration 32Q: 3 clusters Score -2833788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2833779.250000 Penalty: 5050.098145
	Iteration 33Q: 3 clusters Score -2833779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2833789.500000 Penalty: 5050.098145
	Iteration 34Q: 3 clusters Score -2833790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2833792.500000 Penalty: 5050.098145
	Iteration 35Q: 3 clusters Score -2833792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2833793.750000 Penalty: 5050.098145
	Iteration 36Q: 3 clusters Score -2833794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2833796.000000 Penalty: 5050.098145
	Iteration 37Q: 3 clusters Score -2833796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2833799.000000 Penalty: 5050.098145
	Iteration 38Q: 3 clusters Score -2833799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2833798.000000 Penalty: 5050.098145
	Iteration 39Q: 3 clusters Score -2833798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2833804.500000 Penalty: 5050.098145
	Iteration 40F: 3 clusters Score -2833804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2833804.500000 Penalty: 5050.098145
	Iteration 41Q: 3 clusters Score -2833804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2833803.750000 Penalty: 5050.098145
	Iteration 42Q: 3 clusters Score -2833804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2833805.750000 Penalty: 5050.098145
	Iteration 43Q: 3 clusters Score -2833806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2833797.250000 Penalty: 5050.098145
	Iteration 44Q: 3 clusters Score -2833797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2833803.500000 Penalty: 5050.098145
	Iteration 45Q: 3 clusters Score -2833804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2833798.250000 Penalty: 5050.098145
	Iteration 46Q: 3 clusters Score -2833798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2833796.250000 Penalty: 5050.098145
	Iteration 47Q: 3 clusters Score -2833796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2833804.500000 Penalty: 5050.098145
	Iteration 48Q: 3 clusters Score -2833804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2833812.250000 Penalty: 5050.098145
	Iteration 49Q: 3 clusters Score -2833812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2833816.750000 Penalty: 5050.098145
	Iteration 50Q: 3 clusters Score -2833817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2833807.500000 Penalty: 5050.098145
	Iteration 51Q: 3 clusters Score -2833808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2833814.750000 Penalty: 5050.098145
	Iteration 52Q: 3 clusters Score -2833815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2833817.750000 Penalty: 5050.098145
	Iteration 53Q: 3 clusters Score -2833818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2833828.000000 Penalty: 5050.098145
	Iteration 54Q: 3 clusters Score -2833828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2833832.500000 Penalty: 5050.098145
	Iteration 55Q: 3 clusters Score -2833832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2833836.000000 Penalty: 5050.098145
	Iteration 56Q: 3 clusters Score -2833836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2833838.250000 Penalty: 5050.098145
	Iteration 57Q: 3 clusters Score -2833838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2833850.250000 Penalty: 5050.098145
	Iteration 58Q: 3 clusters Score -2833850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2833868.000000 Penalty: 5050.098145
	Iteration 59Q: 3 clusters Score -2833868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2833877.750000 Penalty: 5050.098145
	Iteration 60F: 3 clusters Score -2833878 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2833874.500000 Penalty: 5050.098145
	Iteration 61Q: 3 clusters Score -2833874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2833893.500000 Penalty: 5050.098145
	Iteration 62Q: 3 clusters Score -2833894 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2833910.750000 Penalty: 5050.098145
	Iteration 63Q: 3 clusters Score -2833911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -2833923.500000 Penalty: 5050.098145
	Iteration 64Q: 3 clusters Score -2833924 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2833948.500000 Penalty: 5050.098145
	Iteration 65Q: 3 clusters Score -2833948 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2833975.500000 Penalty: 5050.098145
	Iteration 66Q: 3 clusters Score -2833976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2834001.500000 Penalty: 5050.098145
	Iteration 67Q: 3 clusters Score -2834002 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2834027.250000 Penalty: 5050.098145
	Iteration 68Q: 3 clusters Score -2834027 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2834053.000000 Penalty: 5050.098145
	Iteration 69Q: 3 clusters Score -2834053 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2834088.000000 Penalty: 5050.098145
	Iteration 70Q: 3 clusters Score -2834088 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2834137.000000 Penalty: 5050.098145
	Iteration 71Q: 3 clusters Score -2834137 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2834170.750000 Penalty: 5050.098145
	Iteration 72Q: 3 clusters Score -2834171 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2834221.500000 Penalty: 5050.098145
	Iteration 73Q: 3 clusters Score -2834222 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2834297.000000 Penalty: 5050.098145
	Iteration 74Q: 3 clusters Score -2834297 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2834385.750000 Penalty: 5050.098145
	Iteration 75Q: 3 clusters Score -2834386 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2834476.250000 Penalty: 5050.098145
	Iteration 76Q: 3 clusters Score -2834476 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2834583.000000 Penalty: 5050.098145
	Iteration 77Q: 3 clusters Score -2834583 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2834711.500000 Penalty: 5050.098145
	Iteration 78Q: 3 clusters Score -2834712 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2834855.250000 Penalty: 5050.098145
	Iteration 79Q: 3 clusters Score -2834855 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2834987.750000 Penalty: 5050.098145
	Iteration 80F: 3 clusters Score -2834988 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2835098.750000 Penalty: 5050.098145
	Iteration 81Q: 3 clusters Score -2835099 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2835224.250000 Penalty: 5050.098145
	Iteration 82Q: 3 clusters Score -2835224 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2835360.250000 Penalty: 5050.098145
	Iteration 83Q: 3 clusters Score -2835360 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -2835461.250000 Penalty: 5050.098145
	Iteration 84Q: 3 clusters Score -2835461 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2835549.500000 Penalty: 5050.098145
	Iteration 85Q: 3 clusters Score -2835550 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -2835621.500000 Penalty: 5050.098145
	Iteration 86Q: 3 clusters Score -2835622 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -2835695.250000 Penalty: 5050.098145
	Iteration 87Q: 3 clusters Score -2835695 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2835761.250000 Penalty: 5050.098145
	Iteration 88Q: 3 clusters Score -2835761 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -2835808.500000 Penalty: 5050.098145
	Iteration 89Q: 3 clusters Score -2835808 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -2835863.500000 Penalty: 5050.098145
	Iteration 90Q: 3 clusters Score -2835864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2835908.500000 Penalty: 5050.098145
	Iteration 91Q: 3 clusters Score -2835908 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -2835958.750000 Penalty: 5050.098145
	Iteration 92Q: 3 clusters Score -2835959 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2836003.500000 Penalty: 5050.098145
	Iteration 93Q: 3 clusters Score -2836004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2836022.500000 Penalty: 5050.098145
	Iteration 94Q: 3 clusters Score -2836022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -2836044.250000 Penalty: 5050.098145
	Iteration 95Q: 3 clusters Score -2836044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2836067.000000 Penalty: 5050.098145
	Iteration 96Q: 3 clusters Score -2836067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -2836087.000000 Penalty: 5050.098145
	Iteration 97Q: 3 clusters Score -2836087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -2836095.500000 Penalty: 5050.098145
	Iteration 98Q: 3 clusters Score -2836096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -2836104.750000 Penalty: 5050.098145
	Iteration 99Q: 3 clusters Score -2836105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -2836128.750000 Penalty: 5050.098145
	Iteration 100F: 3 clusters Score -2836129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -2836133.250000 Penalty: 5050.098145
	Iteration 101Q: 3 clusters Score -2836133 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -2836134.000000 Penalty: 5050.098145
	Iteration 102Q: 3 clusters Score -2836134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2836140.000000 Penalty: 5050.098145
	Iteration 103Q: 3 clusters Score -2836140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2836148.500000 Penalty: 5050.098145
	Iteration 104Q: 3 clusters Score -2836148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -2836152.000000 Penalty: 5050.098145
	Iteration 105Q: 3 clusters Score -2836152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2836159.750000 Penalty: 5050.098145
	Iteration 106Q: 3 clusters Score -2836160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2836165.750000 Penalty: 5050.098145
	Iteration 107Q: 3 clusters Score -2836166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2836181.250000 Penalty: 5050.098145
	Iteration 108Q: 3 clusters Score -2836181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -2836185.500000 Penalty: 5050.098145
	Iteration 109Q: 3 clusters Score -2836186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -2836192.500000 Penalty: 5050.098145
	Iteration 110Q: 3 clusters Score -2836192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -2836201.500000 Penalty: 5050.098145
	Iteration 111Q: 3 clusters Score -2836202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -2836202.250000 Penalty: 5050.098145
	Iteration 112Q: 3 clusters Score -2836202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -2836206.750000 Penalty: 5050.098145
	Iteration 113Q: 3 clusters Score -2836207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -2836211.000000 Penalty: 5050.098145
	Iteration 114Q: 3 clusters Score -2836211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -2836217.250000 Penalty: 5050.098145
	Iteration 115Q: 3 clusters Score -2836217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2836225.000000 Penalty: 5050.098145
	Iteration 116Q: 3 clusters Score -2836225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -2836224.500000 Penalty: 5050.098145
	Iteration 117Q: 3 clusters Score -2836224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -2836230.000000 Penalty: 5050.098145
	Iteration 118Q: 3 clusters Score -2836230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -2836226.000000 Penalty: 5050.098145
	Iteration 119Q: 3 clusters Score -2836226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -2836232.250000 Penalty: 5050.098145
	Iteration 120F: 3 clusters Score -2836232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2836233.250000 Penalty: 5050.098145
	Iteration 121Q: 3 clusters Score -2836233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -2836235.250000 Penalty: 5050.098145
	Iteration 122Q: 3 clusters Score -2836235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2836232.750000 Penalty: 5050.098145
	Iteration 123Q: 3 clusters Score -2836233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2836236.000000 Penalty: 5050.098145
	Iteration 124Q: 3 clusters Score -2836236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -2836236.500000 Penalty: 5050.098145
	Iteration 125Q: 3 clusters Score -2836236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -2836238.000000 Penalty: 5050.098145
	Iteration 126Q: 3 clusters Score -2836238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -2836240.750000 Penalty: 5050.098145
	Iteration 127Q: 3 clusters Score -2836241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -2836241.000000 Penalty: 5050.098145
	Iteration 128Q: 3 clusters Score -2836241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -2836243.250000 Penalty: 5050.098145
	Iteration 129Q: 3 clusters Score -2836243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2836244.250000 Penalty: 5050.098145
	Iteration 130Q: 3 clusters Score -2836244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -2836248.000000 Penalty: 5050.098145
	Iteration 131Q: 3 clusters Score -2836248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -2836246.750000 Penalty: 5050.098145
	Iteration 132Q: 3 clusters Score -2836247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2836249.750000 Penalty: 5050.098145
	Iteration 133Q: 3 clusters Score -2836250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -2836249.250000 Penalty: 5050.098145
	Iteration 134Q: 3 clusters Score -2836249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -2836247.750000 Penalty: 5050.098145
	Iteration 135Q: 3 clusters Score -2836248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -2836252.250000 Penalty: 5050.098145
	Iteration 136Q: 3 clusters Score -2836252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -2836251.500000 Penalty: 5050.098145
	Iteration 137Q: 3 clusters Score -2836252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2836255.000000 Penalty: 5050.098145
	Iteration 138Q: 3 clusters Score -2836255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -2836255.000000 Penalty: 5050.098145
	Iteration 139F: 3 clusters Score -2836255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -61072.261719 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -61072.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59505.300781 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -59505.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59696.925781 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -59696.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59770.164062 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -59770.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59831.171875 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -59831.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59860.875000 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -59860.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59877.027344 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -59877.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59882.453125 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -59882.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59883.523438 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -59883.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59883.523438 Penalty: 3166.219238
	Iteration 8F: 3 clusters Score -59883.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -117793.570312 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -117793.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -115776.257812 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -115776.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -116122.859375 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -116122.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -116244.570312 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -116244.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -116290.125000 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -116290.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -116320.148438 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -116320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -116332.796875 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -116332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -116345.234375 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -116345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -116358.718750 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -116358.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116377.250000 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -116377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116383.757812 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -116383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -116393.382812 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -116393.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116410.734375 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -116410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116439.117188 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -116439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -116450.992188 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -116451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116458.578125 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -116458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116463.500000 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -116463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -116465.218750 Penalty: 3472.165771
	Iteration 16Q: 3 clusters Score -116465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -116470.492188 Penalty: 3472.165771
	Iteration 17Q: 3 clusters Score -116470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -116476.304688 Penalty: 3472.165771
	Iteration 18Q: 3 clusters Score -116476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -116481.890625 Penalty: 3472.165771
	Iteration 19Q: 3 clusters Score -116481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116486.710938 Penalty: 3472.165771
	Iteration 20F: 3 clusters Score -116486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -116489.320312 Penalty: 3472.165771
	Iteration 21Q: 3 clusters Score -116489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -116494.328125 Penalty: 3472.165771
	Iteration 22Q: 3 clusters Score -116494.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -116494.328125 Penalty: 3472.165771
	Iteration 23F: 3 clusters Score -116494.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -17183.767578 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -17183.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16117.575195 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -16117.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16185.791992 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -16185.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16200.037109 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -16200.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16231.825195 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -16231.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16246.900391 Penalty: 2578.454346
	Iteration 4Q: 3 clusters Score -16246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16254.800781 Penalty: 2578.454346
	Iteration 5Q: 3 clusters Score -16254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16254.800781 Penalty: 2578.454346
	Iteration 6F: 3 clusters Score -16254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (41571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Entering Unmasked Estep 
Score: -4407043.500000 Penalty: 2637.519287
	Iteration 0F: 2 clusters Score -4407044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4378968.500000 Penalty: 5275.038574
	Iteration 0F: 3 clusters Score -4378968 nChanged 18976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4389939.000000 Penalty: 5275.038574
	Iteration 1F: 3 clusters Score -4389939 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4391080.500000 Penalty: 5275.038574
	Iteration 2F: 3 clusters Score -4391080 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4392312.000000 Penalty: 5275.038574
	Iteration 3F: 3 clusters Score -4392312 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4393592.000000 Penalty: 5275.038574
	Iteration 4F: 3 clusters Score -4393592 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4394768.500000 Penalty: 5275.038574
	Iteration 5F: 3 clusters Score -4394768 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4395750.000000 Penalty: 5275.038574
	Iteration 6F: 3 clusters Score -4395750 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -4396537.000000 Penalty: 5275.038574
	Iteration 7Q: 3 clusters Score -4396537 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -4397262.000000 Penalty: 5275.038574
	Iteration 8Q: 3 clusters Score -4397262 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4397919.500000 Penalty: 5275.038574
	Iteration 9Q: 3 clusters Score -4397920 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -4398569.500000 Penalty: 5275.038574
	Iteration 10Q: 3 clusters Score -4398570 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4399282.000000 Penalty: 5275.038574
	Iteration 11Q: 3 clusters Score -4399282 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4399930.000000 Penalty: 5275.038574
	Iteration 12Q: 3 clusters Score -4399930 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4400545.500000 Penalty: 5275.038574
	Iteration 13Q: 3 clusters Score -4400546 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -4401160.000000 Penalty: 5275.038574
	Iteration 14Q: 3 clusters Score -4401160 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -4401666.000000 Penalty: 5275.038574
	Iteration 15Q: 3 clusters Score -4401666 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -4402137.000000 Penalty: 5275.038574
	Iteration 16Q: 3 clusters Score -4402137 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4402594.000000 Penalty: 5275.038574
	Iteration 17Q: 3 clusters Score -4402594 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4403029.000000 Penalty: 5275.038574
	Iteration 18Q: 3 clusters Score -4403029 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -4403395.000000 Penalty: 5275.038574
	Iteration 19Q: 3 clusters Score -4403395 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -4403765.000000 Penalty: 5275.038574
	Iteration 20F: 3 clusters Score -4403765 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -4404023.500000 Penalty: 5275.038574
	Iteration 21Q: 3 clusters Score -4404024 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -4404255.500000 Penalty: 5275.038574
	Iteration 22Q: 3 clusters Score -4404256 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -4404478.500000 Penalty: 5275.038574
	Iteration 23Q: 3 clusters Score -4404478 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -4404658.500000 Penalty: 5275.038574
	Iteration 24Q: 3 clusters Score -4404658 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -4404807.500000 Penalty: 5275.038574
	Iteration 25Q: 3 clusters Score -4404808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -4404910.500000 Penalty: 5275.038574
	Iteration 26Q: 3 clusters Score -4404910 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -4404992.500000 Penalty: 5275.038574
	Iteration 27Q: 3 clusters Score -4404992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4405043.500000 Penalty: 5275.038574
	Iteration 28Q: 3 clusters Score -4405044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -4405076.000000 Penalty: 5275.038574
	Iteration 29Q: 3 clusters Score -4405076 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -4405101.000000 Penalty: 5275.038574
	Iteration 30Q: 3 clusters Score -4405101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -4405114.000000 Penalty: 5275.038574
	Iteration 31Q: 3 clusters Score -4405114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -4405131.000000 Penalty: 5275.038574
	Iteration 32Q: 3 clusters Score -4405131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4405143.500000 Penalty: 5275.038574
	Iteration 33Q: 3 clusters Score -4405144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -4405159.000000 Penalty: 5275.038574
	Iteration 34Q: 3 clusters Score -4405159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -4405174.500000 Penalty: 5275.038574
	Iteration 35Q: 3 clusters Score -4405174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -4405175.500000 Penalty: 5275.038574
	Iteration 36Q: 3 clusters Score -4405176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -4405181.500000 Penalty: 5275.038574
	Iteration 37Q: 3 clusters Score -4405182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -4405191.500000 Penalty: 5275.038574
	Iteration 38Q: 3 clusters Score -4405192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -4405191.500000 Penalty: 5275.038574
	Iteration 39Q: 3 clusters Score -4405192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -4405204.000000 Penalty: 5275.038574
	Iteration 40F: 3 clusters Score -4405204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4405208.000000 Penalty: 5275.038574
	Iteration 41Q: 3 clusters Score -4405208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -4405208.500000 Penalty: 5275.038574
	Iteration 42Q: 3 clusters Score -4405208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -4405219.000000 Penalty: 5275.038574
	Iteration 43Q: 3 clusters Score -4405219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -4405222.500000 Penalty: 5275.038574
	Iteration 44Q: 3 clusters Score -4405222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -4405231.000000 Penalty: 5275.038574
	Iteration 45Q: 3 clusters Score -4405231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -4405229.500000 Penalty: 5275.038574
	Iteration 46Q: 3 clusters Score -4405230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -4405236.500000 Penalty: 5275.038574
	Iteration 47Q: 3 clusters Score -4405236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -4405242.000000 Penalty: 5275.038574
	Iteration 48Q: 3 clusters Score -4405242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -4405237.500000 Penalty: 5275.038574
	Iteration 49Q: 3 clusters Score -4405238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -4405235.500000 Penalty: 5275.038574
	Iteration 50Q: 3 clusters Score -4405236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -4405241.500000 Penalty: 5275.038574
	Iteration 51Q: 3 clusters Score -4405242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -4405240.500000 Penalty: 5275.038574
	Iteration 52Q: 3 clusters Score -4405240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -4405251.000000 Penalty: 5275.038574
	Iteration 53Q: 3 clusters Score -4405251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -4405245.000000 Penalty: 5275.038574
	Iteration 54Q: 3 clusters Score -4405245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -4405245.500000 Penalty: 5275.038574
	Iteration 55Q: 3 clusters Score -4405246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -4405247.500000 Penalty: 5275.038574
	Iteration 56Q: 3 clusters Score -4405248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4405249.500000 Penalty: 5275.038574
	Iteration 57Q: 3 clusters Score -4405250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4405256.000000 Penalty: 5275.038574
	Iteration 58Q: 3 clusters Score -4405256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -4405255.000000 Penalty: 5275.038574
	Iteration 59Q: 3 clusters Score -4405255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -4405260.500000 Penalty: 5275.038574
	Iteration 60F: 3 clusters Score -4405260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -4405263.000000 Penalty: 5275.038574
	Iteration 61Q: 3 clusters Score -4405263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -4405258.500000 Penalty: 5275.038574
	Iteration 62Q: 3 clusters Score -4405258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -4405255.500000 Penalty: 5275.038574
	Iteration 63Q: 3 clusters Score -4405256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -4405260.000000 Penalty: 5275.038574
	Iteration 64Q: 3 clusters Score -4405260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -4405263.000000 Penalty: 5275.038574
	Iteration 65Q: 3 clusters Score -4405263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -4405270.000000 Penalty: 5275.038574
	Iteration 66Q: 3 clusters Score -4405270 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -4405270.000000 Penalty: 5275.038574
	Iteration 67F: 3 clusters Score -4405270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57600 members 
Entering Unmasked Estep 
Score: -6835331.500000 Penalty: 2718.396973
	Iteration 0F: 2 clusters Score -6835332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -6796682.000000 Penalty: 5436.793945
	Iteration 0F: 3 clusters Score -6796682 nChanged 26796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -6811593.500000 Penalty: 5436.793945
	Iteration 1F: 3 clusters Score -6811594 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -6812257.500000 Penalty: 5436.793945
	Iteration 2Q: 3 clusters Score -6812258 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -6812974.500000 Penalty: 5436.793945
	Iteration 3Q: 3 clusters Score -6812974 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -6813922.000000 Penalty: 5436.793945
	Iteration 4Q: 3 clusters Score -6813922 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -6815123.000000 Penalty: 5436.793945
	Iteration 5Q: 3 clusters Score -6815123 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6816852.500000 Penalty: 5436.793945
	Iteration 6F: 3 clusters Score -6816852 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6818885.000000 Penalty: 5436.793945
	Iteration 7F: 3 clusters Score -6818885 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -6821089.500000 Penalty: 5436.793945
	Iteration 8F: 3 clusters Score -6821090 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -6823008.000000 Penalty: 5436.793945
	Iteration 9F: 3 clusters Score -6823008 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -6824703.500000 Penalty: 5436.793945
	Iteration 10F: 3 clusters Score -6824704 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -6826046.500000 Penalty: 5436.793945
	Iteration 11Q: 3 clusters Score -6826046 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -6827094.500000 Penalty: 5436.793945
	Iteration 12Q: 3 clusters Score -6827094 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -6828051.000000 Penalty: 5436.793945
	Iteration 13Q: 3 clusters Score -6828051 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -6828998.000000 Penalty: 5436.793945
	Iteration 14Q: 3 clusters Score -6828998 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -6829854.500000 Penalty: 5436.793945
	Iteration 15Q: 3 clusters Score -6829854 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -6830656.000000 Penalty: 5436.793945
	Iteration 16Q: 3 clusters Score -6830656 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6831323.000000 Penalty: 5436.793945
	Iteration 17Q: 3 clusters Score -6831323 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6831824.000000 Penalty: 5436.793945
	Iteration 18Q: 3 clusters Score -6831824 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6832301.000000 Penalty: 5436.793945
	Iteration 19Q: 3 clusters Score -6832301 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6832630.500000 Penalty: 5436.793945
	Iteration 20F: 3 clusters Score -6832630 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56002 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6832801.000000 Penalty: 5436.793945
	Iteration 21Q: 3 clusters Score -6832801 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6832932.500000 Penalty: 5436.793945
	Iteration 22Q: 3 clusters Score -6832932 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6833011.500000 Penalty: 5436.793945
	Iteration 23Q: 3 clusters Score -6833012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56437 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6833077.500000 Penalty: 5436.793945
	Iteration 24Q: 3 clusters Score -6833078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6833121.000000 Penalty: 5436.793945
	Iteration 25Q: 3 clusters Score -6833121 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6833159.000000 Penalty: 5436.793945
	Iteration 26Q: 3 clusters Score -6833159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6833173.500000 Penalty: 5436.793945
	Iteration 27Q: 3 clusters Score -6833174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6833172.500000 Penalty: 5436.793945
	Iteration 28Q: 3 clusters Score -6833172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6833190.000000 Penalty: 5436.793945
	Iteration 29Q: 3 clusters Score -6833190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6833198.000000 Penalty: 5436.793945
	Iteration 30Q: 3 clusters Score -6833198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6833195.000000 Penalty: 5436.793945
	Iteration 31Q: 3 clusters Score -6833195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6833197.500000 Penalty: 5436.793945
	Iteration 32Q: 3 clusters Score -6833198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6833203.500000 Penalty: 5436.793945
	Iteration 33Q: 3 clusters Score -6833204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6833196.500000 Penalty: 5436.793945
	Iteration 34Q: 3 clusters Score -6833196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6833199.000000 Penalty: 5436.793945
	Iteration 35Q: 3 clusters Score -6833199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6833202.500000 Penalty: 5436.793945
	Iteration 36Q: 3 clusters Score -6833202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56673 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6833202.000000 Penalty: 5436.793945
	Iteration 37Q: 3 clusters Score -6833202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6833201.000000 Penalty: 5436.793945
	Iteration 38Q: 3 clusters Score -6833201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6833205.000000 Penalty: 5436.793945
	Iteration 39Q: 3 clusters Score -6833205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6833211.000000 Penalty: 5436.793945
	Iteration 40F: 3 clusters Score -6833211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -6833217.000000 Penalty: 5436.793945
	Iteration 41Q: 3 clusters Score -6833217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6833217.500000 Penalty: 5436.793945
	Iteration 42Q: 3 clusters Score -6833218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6833221.500000 Penalty: 5436.793945
	Iteration 43Q: 3 clusters Score -6833222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6833217.000000 Penalty: 5436.793945
	Iteration 44Q: 3 clusters Score -6833217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6833217.000000 Penalty: 5436.793945
	Iteration 45F: 3 clusters Score -6833217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Entering Unmasked Estep 
Score: -1902060.125000 Penalty: 2401.112549
	Iteration 0F: 2 clusters Score -1902060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1890626.875000 Penalty: 4802.225098
	Iteration 0F: 3 clusters Score -1890627 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1894471.375000 Penalty: 4802.225098
	Iteration 1F: 3 clusters Score -1894471 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1895125.750000 Penalty: 4802.225098
	Iteration 2F: 3 clusters Score -1895126 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1895863.875000 Penalty: 4802.225098
	Iteration 3F: 3 clusters Score -1895864 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1896646.625000 Penalty: 4802.225098
	Iteration 4F: 3 clusters Score -1896647 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1897493.000000 Penalty: 4802.225098
	Iteration 5F: 3 clusters Score -1897493 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1898318.250000 Penalty: 4802.225098
	Iteration 6F: 3 clusters Score -1898318 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1898972.875000 Penalty: 4802.225098
	Iteration 7F: 3 clusters Score -1898973 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1899442.375000 Penalty: 4802.225098
	Iteration 8Q: 3 clusters Score -1899442 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1899760.500000 Penalty: 4802.225098
	Iteration 9Q: 3 clusters Score -1899760 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1899947.375000 Penalty: 4802.225098
	Iteration 10Q: 3 clusters Score -1899947 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1900081.000000 Penalty: 4802.225098
	Iteration 11Q: 3 clusters Score -1900081 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1900150.125000 Penalty: 4802.225098
	Iteration 12Q: 3 clusters Score -1900150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1900204.875000 Penalty: 4802.225098
	Iteration 13Q: 3 clusters Score -1900205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1900223.375000 Penalty: 4802.225098
	Iteration 14Q: 3 clusters Score -1900223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1900246.625000 Penalty: 4802.225098
	Iteration 15Q: 3 clusters Score -1900247 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1900267.625000 Penalty: 4802.225098
	Iteration 16Q: 3 clusters Score -1900268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -1900283.000000 Penalty: 4802.225098
	Iteration 17Q: 3 clusters Score -1900283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -1900300.500000 Penalty: 4802.225098
	Iteration 18Q: 3 clusters Score -1900300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -1900312.250000 Penalty: 4802.225098
	Iteration 19Q: 3 clusters Score -1900312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -1900323.250000 Penalty: 4802.225098
	Iteration 20F: 3 clusters Score -1900323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1900330.000000 Penalty: 4802.225098
	Iteration 21Q: 3 clusters Score -1900330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1900327.625000 Penalty: 4802.225098
	Iteration 22Q: 3 clusters Score -1900328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -1900328.000000 Penalty: 4802.225098
	Iteration 23Q: 3 clusters Score -1900328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1900331.500000 Penalty: 4802.225098
	Iteration 24Q: 3 clusters Score -1900332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1900333.125000 Penalty: 4802.225098
	Iteration 25Q: 3 clusters Score -1900333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -1900332.625000 Penalty: 4802.225098
	Iteration 26Q: 3 clusters Score -1900333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1900336.750000 Penalty: 4802.225098
	Iteration 27Q: 3 clusters Score -1900337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1900339.125000 Penalty: 4802.225098
	Iteration 28Q: 3 clusters Score -1900339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1900342.375000 Penalty: 4802.225098
	Iteration 29Q: 3 clusters Score -1900342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1900342.625000 Penalty: 4802.225098
	Iteration 30Q: 3 clusters Score -1900343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1900347.625000 Penalty: 4802.225098
	Iteration 31Q: 3 clusters Score -1900348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1900346.625000 Penalty: 4802.225098
	Iteration 32Q: 3 clusters Score -1900347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1900346.375000 Penalty: 4802.225098
	Iteration 33Q: 3 clusters Score -1900346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1900349.875000 Penalty: 4802.225098
	Iteration 34Q: 3 clusters Score -1900350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1900350.750000 Penalty: 4802.225098
	Iteration 35Q: 3 clusters Score -1900351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1900351.625000 Penalty: 4802.225098
	Iteration 36Q: 3 clusters Score -1900352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1900348.250000 Penalty: 4802.225098
	Iteration 37Q: 3 clusters Score -1900348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1900353.125000 Penalty: 4802.225098
	Iteration 38Q: 3 clusters Score -1900353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1900353.375000 Penalty: 4802.225098
	Iteration 39Q: 3 clusters Score -1900353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1900354.500000 Penalty: 4802.225098
	Iteration 40F: 3 clusters Score -1900354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1900351.125000 Penalty: 4802.225098
	Iteration 41Q: 3 clusters Score -1900351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1900351.125000 Penalty: 4802.225098
	Iteration 42F: 3 clusters Score -1900351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -157390.812500 Penalty: 1806.805664
	Iteration 0F: 2 clusters Score -157390.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155124.187500 Penalty: 3613.611328
	Iteration 0F: 3 clusters Score -155124.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155497.593750 Penalty: 3613.611328
	Iteration 1F: 3 clusters Score -155497.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -155616.734375 Penalty: 3613.611328
	Iteration 2F: 3 clusters Score -155616.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -155675.812500 Penalty: 3613.611328
	Iteration 3Q: 3 clusters Score -155675.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155732.265625 Penalty: 3613.611328
	Iteration 4Q: 3 clusters Score -155732.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -155772.750000 Penalty: 3613.611328
	Iteration 5Q: 3 clusters Score -155772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155810.140625 Penalty: 3613.611328
	Iteration 6Q: 3 clusters Score -155810.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155858.859375 Penalty: 3613.611328
	Iteration 7Q: 3 clusters Score -155858.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155894.906250 Penalty: 3613.611328
	Iteration 8Q: 3 clusters Score -155894.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155912.875000 Penalty: 3613.611328
	Iteration 9Q: 3 clusters Score -155912.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -155922.296875 Penalty: 3613.611328
	Iteration 10Q: 3 clusters Score -155922.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155936.843750 Penalty: 3613.611328
	Iteration 11Q: 3 clusters Score -155936.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155953.656250 Penalty: 3613.611328
	Iteration 12Q: 3 clusters Score -155953.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155972.750000 Penalty: 3613.611328
	Iteration 13Q: 3 clusters Score -155972.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156001.515625 Penalty: 3613.611328
	Iteration 14Q: 3 clusters Score -156001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -156018.500000 Penalty: 3613.611328
	Iteration 15Q: 3 clusters Score -156018.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -156035.062500 Penalty: 3613.611328
	Iteration 16Q: 3 clusters Score -156035.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -156052.484375 Penalty: 3613.611328
	Iteration 17Q: 3 clusters Score -156052.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -156058.281250 Penalty: 3613.611328
	Iteration 18Q: 3 clusters Score -156058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156064.109375 Penalty: 3613.611328
	Iteration 19Q: 3 clusters Score -156064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -156068.812500 Penalty: 3613.611328
	Iteration 20F: 3 clusters Score -156068.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -156075.984375 Penalty: 3613.611328
	Iteration 21Q: 3 clusters Score -156076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -156079.359375 Penalty: 3613.611328
	Iteration 22Q: 3 clusters Score -156079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -156080.046875 Penalty: 3613.611328
	Iteration 23Q: 3 clusters Score -156080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -156081.687500 Penalty: 3613.611328
	Iteration 24Q: 3 clusters Score -156081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -156085.015625 Penalty: 3613.611328
	Iteration 25Q: 3 clusters Score -156085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -156088.093750 Penalty: 3613.611328
	Iteration 26Q: 3 clusters Score -156088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156088.250000 Penalty: 3613.611328
	Iteration 27Q: 3 clusters Score -156088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -156088.250000 Penalty: 3613.611328
	Iteration 28F: 3 clusters Score -156088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -32296.689453 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -32296.69 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 148 members 
Entering Unmasked Estep 
Score: -31072.902344 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31072.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31263.539062 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31263.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31363.802734 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -31363.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31399.648438 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31399.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31416.380859 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31416.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31420.166016 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -31420.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31420.166016 Penalty: 2827.420166
	Iteration 6F: 3 clusters Score -31420.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178972 members 
Mstep: Class 5 contains 185506 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48968 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133352 members 
Mstep: Class 16 contains 193878 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 58265 members 
Mstep: Class 19 contains 13104 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257500 members 
Mstep: Class 22 contains 88946 members 
Mstep: Class 23 contains 18639 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10340 members 
Mstep: Class 28 contains 128874 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14434 members 
Mstep: Class 32 contains 178269 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19985 members 
Mstep: Class 35 contains 26414 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41571 members 
Mstep: Class 40 contains 57600 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977744.000000 Penalty: 154790.421875
Iteration 319Q: 44 clusters Score -2.259777e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178972 members 
Mstep: Class 5 contains 185508 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48966 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133355 members 
Mstep: Class 16 contains 193876 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 58261 members 
Mstep: Class 19 contains 13103 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257502 members 
Mstep: Class 22 contains 88939 members 
Mstep: Class 23 contains 18638 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36115 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10340 members 
Mstep: Class 28 contains 128873 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14446 members 
Mstep: Class 32 contains 178277 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19984 members 
Mstep: Class 35 contains 26408 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41572 members 
Mstep: Class 40 contains 57600 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977680.000000 Penalty: 154790.421875
Iteration 320F: 44 clusters Score -2.259777e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178974 members 
Mstep: Class 5 contains 185510 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48967 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133359 members 
Mstep: Class 16 contains 193875 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 58259 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257501 members 
Mstep: Class 22 contains 88932 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10342 members 
Mstep: Class 28 contains 128871 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14449 members 
Mstep: Class 32 contains 178282 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19983 members 
Mstep: Class 35 contains 26407 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41570 members 
Mstep: Class 40 contains 57600 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 321Q: 44 clusters Score -2.259776e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178973 members 
Mstep: Class 5 contains 185512 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48969 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133363 members 
Mstep: Class 16 contains 193874 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 58255 members 
Mstep: Class 19 contains 13098 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257504 members 
Mstep: Class 22 contains 88927 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10343 members 
Mstep: Class 28 contains 128871 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 178283 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19981 members 
Mstep: Class 35 contains 26404 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41570 members 
Mstep: Class 40 contains 57600 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977488.000000 Penalty: 154790.421875
Iteration 322Q: 44 clusters Score -2.259775e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178972 members 
Mstep: Class 5 contains 185512 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48969 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133366 members 
Mstep: Class 16 contains 193873 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58260 members 
Mstep: Class 19 contains 13096 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257511 members 
Mstep: Class 22 contains 88918 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128867 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14460 members 
Mstep: Class 32 contains 178286 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26401 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41571 members 
Mstep: Class 40 contains 57601 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977568.000000 Penalty: 154790.421875
Iteration 323Q: 44 clusters Score -2.259776e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178973 members 
Mstep: Class 5 contains 185512 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133369 members 
Mstep: Class 16 contains 193872 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58266 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257521 members 
Mstep: Class 22 contains 88913 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128865 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14463 members 
Mstep: Class 32 contains 178281 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19975 members 
Mstep: Class 35 contains 26394 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41572 members 
Mstep: Class 40 contains 57601 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977680.000000 Penalty: 154790.421875
Iteration 324Q: 44 clusters Score -2.259777e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178973 members 
Mstep: Class 5 contains 185514 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23187 members 
Mstep: Class 10 contains 48970 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133367 members 
Mstep: Class 16 contains 193869 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58266 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257525 members 
Mstep: Class 22 contains 88908 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10346 members 
Mstep: Class 28 contains 128866 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14468 members 
Mstep: Class 32 contains 178285 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26391 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41569 members 
Mstep: Class 40 contains 57601 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977712.000000 Penalty: 154790.421875
Iteration 325Q: 44 clusters Score -2.259777e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178976 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23186 members 
Mstep: Class 10 contains 48971 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133362 members 
Mstep: Class 16 contains 193868 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58268 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257527 members 
Mstep: Class 22 contains 88904 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7458 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128861 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14473 members 
Mstep: Class 32 contains 178296 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26384 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41567 members 
Mstep: Class 40 contains 57601 members 
Mstep: Class 41 contains 16025 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977728.000000 Penalty: 154790.421875
Iteration 326Q: 44 clusters Score -2.259777e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178976 members 
Mstep: Class 5 contains 185515 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23185 members 
Mstep: Class 10 contains 48973 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133362 members 
Mstep: Class 16 contains 193868 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58266 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257517 members 
Mstep: Class 22 contains 88893 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10346 members 
Mstep: Class 28 contains 128858 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14478 members 
Mstep: Class 32 contains 178322 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19973 members 
Mstep: Class 35 contains 26376 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41567 members 
Mstep: Class 40 contains 57602 members 
Mstep: Class 41 contains 16026 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977744.000000 Penalty: 154790.421875
Iteration 327Q: 44 clusters Score -2.259777e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5949 members 
Mstep: Class 4 contains 178979 members 
Mstep: Class 5 contains 185513 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23185 members 
Mstep: Class 10 contains 48974 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133363 members 
Mstep: Class 16 contains 193867 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58263 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257516 members 
Mstep: Class 22 contains 88881 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10346 members 
Mstep: Class 28 contains 128858 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14481 members 
Mstep: Class 32 contains 178334 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19973 members 
Mstep: Class 35 contains 26375 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41566 members 
Mstep: Class 40 contains 57603 members 
Mstep: Class 41 contains 16027 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977744.000000 Penalty: 154790.421875
Iteration 328Q: 44 clusters Score -2.259777e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 178977 members 
Mstep: Class 5 contains 185514 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23185 members 
Mstep: Class 10 contains 48974 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133365 members 
Mstep: Class 16 contains 193865 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58264 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257514 members 
Mstep: Class 22 contains 88873 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128858 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14482 members 
Mstep: Class 32 contains 178349 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19973 members 
Mstep: Class 35 contains 26368 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41567 members 
Mstep: Class 40 contains 57604 members 
Mstep: Class 41 contains 16027 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977808.000000 Penalty: 154790.421875
Iteration 329Q: 44 clusters Score -2.259778e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 178979 members 
Mstep: Class 5 contains 185515 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23185 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56133 members 
Mstep: Class 15 contains 133363 members 
Mstep: Class 16 contains 193863 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58268 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257508 members 
Mstep: Class 22 contains 88867 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128857 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14482 members 
Mstep: Class 32 contains 178356 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26363 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41567 members 
Mstep: Class 40 contains 57605 members 
Mstep: Class 41 contains 16028 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977792.000000 Penalty: 154790.421875
Iteration 330Q: 44 clusters Score -2.259778e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11917 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 178976 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23185 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133363 members 
Mstep: Class 16 contains 193859 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58267 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257521 members 
Mstep: Class 22 contains 88855 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10348 members 
Mstep: Class 28 contains 128853 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 178358 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26354 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41569 members 
Mstep: Class 40 contains 57605 members 
Mstep: Class 41 contains 16032 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977872.000000 Penalty: 154790.421875
Iteration 331Q: 44 clusters Score -2.259779e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 178971 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23184 members 
Mstep: Class 10 contains 48974 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56134 members 
Mstep: Class 15 contains 133366 members 
Mstep: Class 16 contains 193859 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58268 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257531 members 
Mstep: Class 22 contains 88844 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 128850 members 
Mstep: Class 29 contains 14841 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14491 members 
Mstep: Class 32 contains 178359 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26349 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41568 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16035 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977936.000000 Penalty: 154790.421875
Iteration 332Q: 44 clusters Score -2.259779e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 178968 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23184 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56135 members 
Mstep: Class 15 contains 133369 members 
Mstep: Class 16 contains 193857 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58274 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257525 members 
Mstep: Class 22 contains 88837 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10351 members 
Mstep: Class 28 contains 128849 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 178365 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26345 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41569 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16038 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977776.000000 Penalty: 154790.421875
Iteration 333Q: 44 clusters Score -2.259778e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 178961 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23184 members 
Mstep: Class 10 contains 48979 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133370 members 
Mstep: Class 16 contains 193855 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58279 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7074 members 
Mstep: Class 21 contains 257520 members 
Mstep: Class 22 contains 88832 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10351 members 
Mstep: Class 28 contains 128847 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9168 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 178376 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26334 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41568 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16045 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977680.000000 Penalty: 154790.421875
Iteration 334Q: 44 clusters Score -2.259777e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178952 members 
Mstep: Class 5 contains 185521 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23183 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56139 members 
Mstep: Class 15 contains 133368 members 
Mstep: Class 16 contains 193854 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58280 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7073 members 
Mstep: Class 21 contains 257519 members 
Mstep: Class 22 contains 88828 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10352 members 
Mstep: Class 28 contains 128844 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 14498 members 
Mstep: Class 32 contains 178389 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26327 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41568 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16051 members 
Mstep: Class 42 contains 1459 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977712.000000 Penalty: 154790.421875
Iteration 335Q: 44 clusters Score -2.259777e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178947 members 
Mstep: Class 5 contains 185521 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133369 members 
Mstep: Class 16 contains 193854 members 
Mstep: Class 17 contains 12105 members 
Mstep: Class 18 contains 58280 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257517 members 
Mstep: Class 22 contains 88825 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 128842 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14502 members 
Mstep: Class 32 contains 178399 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26318 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1097 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41569 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16057 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 336Q: 44 clusters Score -2.259776e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178938 members 
Mstep: Class 5 contains 185522 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23183 members 
Mstep: Class 10 contains 48976 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133374 members 
Mstep: Class 16 contains 193853 members 
Mstep: Class 17 contains 12107 members 
Mstep: Class 18 contains 58279 members 
Mstep: Class 19 contains 13096 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257519 members 
Mstep: Class 22 contains 88822 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10350 members 
Mstep: Class 28 contains 128837 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14505 members 
Mstep: Class 32 contains 178406 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19974 members 
Mstep: Class 35 contains 26311 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1098 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41569 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16060 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 337Q: 44 clusters Score -2.259776e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178933 members 
Mstep: Class 5 contains 185520 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48979 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133377 members 
Mstep: Class 16 contains 193852 members 
Mstep: Class 17 contains 12106 members 
Mstep: Class 18 contains 58278 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257524 members 
Mstep: Class 22 contains 88816 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10352 members 
Mstep: Class 28 contains 128833 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14510 members 
Mstep: Class 32 contains 178413 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19975 members 
Mstep: Class 35 contains 26303 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1098 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41569 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16061 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977584.000000 Penalty: 154790.421875
Iteration 338Q: 44 clusters Score -2.259776e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178931 members 
Mstep: Class 5 contains 185520 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48979 members 
Mstep: Class 11 contains 40614 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133377 members 
Mstep: Class 16 contains 193851 members 
Mstep: Class 17 contains 12105 members 
Mstep: Class 18 contains 58280 members 
Mstep: Class 19 contains 13098 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257530 members 
Mstep: Class 22 contains 88812 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10352 members 
Mstep: Class 28 contains 128828 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14515 members 
Mstep: Class 32 contains 178416 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19977 members 
Mstep: Class 35 contains 26292 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1099 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41570 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16063 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977712.000000 Penalty: 154790.421875
Iteration 339Q: 44 clusters Score -2.259777e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178926 members 
Mstep: Class 5 contains 185521 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5502 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48978 members 
Mstep: Class 11 contains 40613 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56138 members 
Mstep: Class 15 contains 133377 members 
Mstep: Class 16 contains 193851 members 
Mstep: Class 17 contains 12105 members 
Mstep: Class 18 contains 58281 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257541 members 
Mstep: Class 22 contains 88803 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10352 members 
Mstep: Class 28 contains 128823 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14521 members 
Mstep: Class 32 contains 178414 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26289 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1101 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41569 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16067 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977808.000000 Penalty: 154790.421875
Iteration 340F: 44 clusters Score -2.259778e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178924 members 
Mstep: Class 5 contains 185522 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5503 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48979 members 
Mstep: Class 11 contains 40609 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56139 members 
Mstep: Class 15 contains 133378 members 
Mstep: Class 16 contains 193855 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58277 members 
Mstep: Class 19 contains 13096 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257563 members 
Mstep: Class 22 contains 88797 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10349 members 
Mstep: Class 28 contains 128817 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14529 members 
Mstep: Class 32 contains 178408 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26281 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41566 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16069 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977792.000000 Penalty: 154790.421875
Iteration 341Q: 44 clusters Score -2.259778e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178920 members 
Mstep: Class 5 contains 185521 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5504 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48984 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56140 members 
Mstep: Class 15 contains 133378 members 
Mstep: Class 16 contains 193859 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58266 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257571 members 
Mstep: Class 22 contains 88793 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10349 members 
Mstep: Class 28 contains 128815 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 9170 members 
Mstep: Class 31 contains 14536 members 
Mstep: Class 32 contains 178409 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26276 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41564 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16075 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 342Q: 44 clusters Score -2.259777e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178917 members 
Mstep: Class 5 contains 185522 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5507 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48984 members 
Mstep: Class 11 contains 40604 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 13852 members 
Mstep: Class 14 contains 56140 members 
Mstep: Class 15 contains 133381 members 
Mstep: Class 16 contains 193858 members 
Mstep: Class 17 contains 12104 members 
Mstep: Class 18 contains 58259 members 
Mstep: Class 19 contains 13093 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257582 members 
Mstep: Class 22 contains 88787 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10348 members 
Mstep: Class 28 contains 128809 members 
Mstep: Class 29 contains 14839 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14542 members 
Mstep: Class 32 contains 178413 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26270 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41564 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16079 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977744.000000 Penalty: 154790.421875
Iteration 343Q: 44 clusters Score -2.259777e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178917 members 
Mstep: Class 5 contains 185524 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5509 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48986 members 
Mstep: Class 11 contains 40604 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 13851 members 
Mstep: Class 14 contains 56140 members 
Mstep: Class 15 contains 133382 members 
Mstep: Class 16 contains 193857 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58260 members 
Mstep: Class 19 contains 13093 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257587 members 
Mstep: Class 22 contains 88782 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10348 members 
Mstep: Class 28 contains 128805 members 
Mstep: Class 29 contains 14839 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 14547 members 
Mstep: Class 32 contains 178413 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26260 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41562 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16081 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977728.000000 Penalty: 154790.421875
Iteration 344Q: 44 clusters Score -2.259777e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5954 members 
Mstep: Class 4 contains 178916 members 
Mstep: Class 5 contains 185526 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5509 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48989 members 
Mstep: Class 11 contains 40605 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13851 members 
Mstep: Class 14 contains 56140 members 
Mstep: Class 15 contains 133384 members 
Mstep: Class 16 contains 193855 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 58259 members 
Mstep: Class 19 contains 13093 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257595 members 
Mstep: Class 22 contains 88780 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10346 members 
Mstep: Class 28 contains 128798 members 
Mstep: Class 29 contains 14839 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 14553 members 
Mstep: Class 32 contains 178411 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19977 members 
Mstep: Class 35 contains 26255 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41562 members 
Mstep: Class 40 contains 57606 members 
Mstep: Class 41 contains 16082 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 345Q: 44 clusters Score -2.259777e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185527 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5509 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48989 members 
Mstep: Class 11 contains 40605 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13850 members 
Mstep: Class 14 contains 56140 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193854 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58259 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257597 members 
Mstep: Class 22 contains 88778 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128796 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 14556 members 
Mstep: Class 32 contains 178412 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26251 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41562 members 
Mstep: Class 40 contains 57607 members 
Mstep: Class 41 contains 16082 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 346Q: 44 clusters Score -2.259776e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5952 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185529 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5509 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40605 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 14 contains 56140 members 
Mstep: Class 15 contains 133387 members 
Mstep: Class 16 contains 193850 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58256 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257606 members 
Mstep: Class 22 contains 88778 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36116 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128795 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 14561 members 
Mstep: Class 32 contains 178406 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 26241 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41563 members 
Mstep: Class 40 contains 57609 members 
Mstep: Class 41 contains 16083 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977744.000000 Penalty: 154790.421875
Iteration 347Q: 44 clusters Score -2.259777e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5952 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185530 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5510 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48993 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11777 members 
Mstep: Class 13 contains 13848 members 
Mstep: Class 14 contains 56141 members 
Mstep: Class 15 contains 133387 members 
Mstep: Class 16 contains 193847 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 58255 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257607 members 
Mstep: Class 22 contains 88777 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36117 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128792 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 14566 members 
Mstep: Class 32 contains 178407 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26236 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41562 members 
Mstep: Class 40 contains 57611 members 
Mstep: Class 41 contains 16083 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977680.000000 Penalty: 154790.421875
Iteration 348Q: 44 clusters Score -2.259777e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185533 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48993 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13847 members 
Mstep: Class 14 contains 56142 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193843 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 58252 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257613 members 
Mstep: Class 22 contains 88773 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36119 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128791 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9172 members 
Mstep: Class 31 contains 14572 members 
Mstep: Class 32 contains 178407 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26232 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41561 members 
Mstep: Class 40 contains 57612 members 
Mstep: Class 41 contains 16083 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977552.000000 Penalty: 154790.421875
Iteration 349Q: 44 clusters Score -2.259776e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178916 members 
Mstep: Class 5 contains 185535 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5509 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40605 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13846 members 
Mstep: Class 14 contains 56143 members 
Mstep: Class 15 contains 133387 members 
Mstep: Class 16 contains 193841 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 58248 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257620 members 
Mstep: Class 22 contains 88770 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36120 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128792 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14576 members 
Mstep: Class 32 contains 178405 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26231 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41558 members 
Mstep: Class 40 contains 57613 members 
Mstep: Class 41 contains 16083 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977536.000000 Penalty: 154790.421875
Iteration 350Q: 44 clusters Score -2.259775e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185538 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56144 members 
Mstep: Class 15 contains 133388 members 
Mstep: Class 16 contains 193836 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 58246 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257626 members 
Mstep: Class 22 contains 88767 members 
Mstep: Class 23 contains 18636 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36120 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128790 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14576 members 
Mstep: Class 32 contains 178407 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26229 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41557 members 
Mstep: Class 40 contains 57615 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 351Q: 44 clusters Score -2.259776e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185542 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56144 members 
Mstep: Class 15 contains 133387 members 
Mstep: Class 16 contains 193832 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58246 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257632 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128789 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14577 members 
Mstep: Class 32 contains 178405 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26225 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41557 members 
Mstep: Class 40 contains 57616 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977680.000000 Penalty: 154790.421875
Iteration 352Q: 44 clusters Score -2.259777e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185541 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56144 members 
Mstep: Class 15 contains 133387 members 
Mstep: Class 16 contains 193833 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58248 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257635 members 
Mstep: Class 22 contains 88766 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128788 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14577 members 
Mstep: Class 32 contains 178400 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26225 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57617 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977632.000000 Penalty: 154790.421875
Iteration 353Q: 44 clusters Score -2.259776e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185541 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40607 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56144 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193833 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58247 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257636 members 
Mstep: Class 22 contains 88766 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128788 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14578 members 
Mstep: Class 32 contains 178401 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26223 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57618 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977664.000000 Penalty: 154790.421875
Iteration 354Q: 44 clusters Score -2.259777e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185539 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193833 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58246 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257636 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128788 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14579 members 
Mstep: Class 32 contains 178402 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26223 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57620 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977664.000000 Penalty: 154790.421875
Iteration 355Q: 44 clusters Score -2.259777e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185538 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48991 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193833 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58245 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257637 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10345 members 
Mstep: Class 28 contains 128788 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14580 members 
Mstep: Class 32 contains 178403 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26222 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57621 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977728.000000 Penalty: 154790.421875
Iteration 356Q: 44 clusters Score -2.259777e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185536 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40606 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193833 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58243 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257642 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128786 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14581 members 
Mstep: Class 32 contains 178403 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26220 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57623 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977664.000000 Penalty: 154790.421875
Iteration 357Q: 44 clusters Score -2.259777e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185535 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40607 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193832 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58240 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257636 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36121 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128786 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14582 members 
Mstep: Class 32 contains 178413 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19978 members 
Mstep: Class 35 contains 26217 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57625 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977568.000000 Penalty: 154790.421875
Iteration 358Q: 44 clusters Score -2.259776e+08 nChanged 16
Entering ConstructFrom: 
Score: -225977568.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (59621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Entering Unmasked Estep 
Score: -6922697.000000 Penalty: 2726.949219
	Iteration 0F: 2 clusters Score -6922697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -6882626.500000 Penalty: 5453.898438
	Iteration 0F: 3 clusters Score -6882626 nChanged 27678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -6898111.500000 Penalty: 5453.898438
	Iteration 1F: 3 clusters Score -6898112 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -6898775.500000 Penalty: 5453.898438
	Iteration 2Q: 3 clusters Score -6898776 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -6899603.000000 Penalty: 5453.898438
	Iteration 3Q: 3 clusters Score -6899603 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -6900782.000000 Penalty: 5453.898438
	Iteration 4Q: 3 clusters Score -6900782 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -6902487.500000 Penalty: 5453.898438
	Iteration 5F: 3 clusters Score -6902488 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -6904553.000000 Penalty: 5453.898438
	Iteration 6F: 3 clusters Score -6904553 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -6906578.000000 Penalty: 5453.898438
	Iteration 7F: 3 clusters Score -6906578 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -6908232.000000 Penalty: 5453.898438
	Iteration 8F: 3 clusters Score -6908232 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -6909422.500000 Penalty: 5453.898438
	Iteration 9F: 3 clusters Score -6909422 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -6910398.000000 Penalty: 5453.898438
	Iteration 10Q: 3 clusters Score -6910398 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -6911057.500000 Penalty: 5453.898438
	Iteration 11Q: 3 clusters Score -6911058 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6911713.500000 Penalty: 5453.898438
	Iteration 12Q: 3 clusters Score -6911714 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -6912538.500000 Penalty: 5453.898438
	Iteration 13Q: 3 clusters Score -6912538 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -6913287.500000 Penalty: 5453.898438
	Iteration 14Q: 3 clusters Score -6913288 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -6914219.500000 Penalty: 5453.898438
	Iteration 15Q: 3 clusters Score -6914220 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -6915318.000000 Penalty: 5453.898438
	Iteration 16Q: 3 clusters Score -6915318 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -6916343.000000 Penalty: 5453.898438
	Iteration 17Q: 3 clusters Score -6916343 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -6917457.000000 Penalty: 5453.898438
	Iteration 18Q: 3 clusters Score -6917457 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -6918309.000000 Penalty: 5453.898438
	Iteration 19Q: 3 clusters Score -6918309 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -6919010.000000 Penalty: 5453.898438
	Iteration 20F: 3 clusters Score -6919010 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 57303 members 
Entering Unmasked Estep 
Score: -6919524.000000 Penalty: 5453.898438
	Iteration 21Q: 3 clusters Score -6919524 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -6919867.000000 Penalty: 5453.898438
	Iteration 22Q: 3 clusters Score -6919867 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -6920073.000000 Penalty: 5453.898438
	Iteration 23Q: 3 clusters Score -6920073 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -6920202.500000 Penalty: 5453.898438
	Iteration 24Q: 3 clusters Score -6920202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 58542 members 
Entering Unmasked Estep 
Score: -6920270.000000 Penalty: 5453.898438
	Iteration 25Q: 3 clusters Score -6920270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -6920316.000000 Penalty: 5453.898438
	Iteration 26Q: 3 clusters Score -6920316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -6920342.000000 Penalty: 5453.898438
	Iteration 27Q: 3 clusters Score -6920342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -6920357.500000 Penalty: 5453.898438
	Iteration 28Q: 3 clusters Score -6920358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -6920383.000000 Penalty: 5453.898438
	Iteration 29Q: 3 clusters Score -6920383 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -6920393.500000 Penalty: 5453.898438
	Iteration 30Q: 3 clusters Score -6920394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -6920408.500000 Penalty: 5453.898438
	Iteration 31Q: 3 clusters Score -6920408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -6920428.000000 Penalty: 5453.898438
	Iteration 32Q: 3 clusters Score -6920428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 58822 members 
Entering Unmasked Estep 
Score: -6920432.000000 Penalty: 5453.898438
	Iteration 33Q: 3 clusters Score -6920432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -6920432.000000 Penalty: 5453.898438
	Iteration 34Q: 3 clusters Score -6920432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -6920440.500000 Penalty: 5453.898438
	Iteration 35Q: 3 clusters Score -6920440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -6920452.500000 Penalty: 5453.898438
	Iteration 36Q: 3 clusters Score -6920452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -6920456.500000 Penalty: 5453.898438
	Iteration 37Q: 3 clusters Score -6920456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -6920452.000000 Penalty: 5453.898438
	Iteration 38Q: 3 clusters Score -6920452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -6920463.500000 Penalty: 5453.898438
	Iteration 39Q: 3 clusters Score -6920464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -6920457.500000 Penalty: 5453.898438
	Iteration 40F: 3 clusters Score -6920458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -6920457.000000 Penalty: 5453.898438
	Iteration 41Q: 3 clusters Score -6920457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -6920469.500000 Penalty: 5453.898438
	Iteration 42Q: 3 clusters Score -6920470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -6920465.000000 Penalty: 5453.898438
	Iteration 43Q: 3 clusters Score -6920465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -6920477.500000 Penalty: 5453.898438
	Iteration 44Q: 3 clusters Score -6920478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -6920478.000000 Penalty: 5453.898438
	Iteration 45Q: 3 clusters Score -6920478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -6920470.500000 Penalty: 5453.898438
	Iteration 46Q: 3 clusters Score -6920470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -6920470.500000 Penalty: 5453.898438
	Iteration 47F: 3 clusters Score -6920470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Entering Unmasked Estep 
Score: -1371051.500000 Penalty: 2327.700439
	Iteration 0F: 2 clusters Score -1371052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1362226.500000 Penalty: 4655.400879
	Iteration 0F: 3 clusters Score -1362226 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1364880.375000 Penalty: 4655.400879
	Iteration 1F: 3 clusters Score -1364880 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1365228.000000 Penalty: 4655.400879
	Iteration 2F: 3 clusters Score -1365228 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1365491.375000 Penalty: 4655.400879
	Iteration 3Q: 3 clusters Score -1365491 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1365720.500000 Penalty: 4655.400879
	Iteration 4Q: 3 clusters Score -1365720 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1365940.875000 Penalty: 4655.400879
	Iteration 5Q: 3 clusters Score -1365941 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1366170.625000 Penalty: 4655.400879
	Iteration 6Q: 3 clusters Score -1366171 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1366448.875000 Penalty: 4655.400879
	Iteration 7Q: 3 clusters Score -1366449 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1366776.250000 Penalty: 4655.400879
	Iteration 8Q: 3 clusters Score -1366776 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1367143.875000 Penalty: 4655.400879
	Iteration 9Q: 3 clusters Score -1367144 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1367646.000000 Penalty: 4655.400879
	Iteration 10F: 3 clusters Score -1367646 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1368316.625000 Penalty: 4655.400879
	Iteration 11F: 3 clusters Score -1368317 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1368976.500000 Penalty: 4655.400879
	Iteration 12F: 3 clusters Score -1368976 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1369478.875000 Penalty: 4655.400879
	Iteration 13Q: 3 clusters Score -1369479 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1369853.000000 Penalty: 4655.400879
	Iteration 14Q: 3 clusters Score -1369853 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1370050.750000 Penalty: 4655.400879
	Iteration 15Q: 3 clusters Score -1370051 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1370181.375000 Penalty: 4655.400879
	Iteration 16Q: 3 clusters Score -1370181 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1370283.625000 Penalty: 4655.400879
	Iteration 17Q: 3 clusters Score -1370284 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1370389.250000 Penalty: 4655.400879
	Iteration 18Q: 3 clusters Score -1370389 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1370480.625000 Penalty: 4655.400879
	Iteration 19Q: 3 clusters Score -1370481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1370516.750000 Penalty: 4655.400879
	Iteration 20F: 3 clusters Score -1370517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1370533.875000 Penalty: 4655.400879
	Iteration 21Q: 3 clusters Score -1370534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1370547.375000 Penalty: 4655.400879
	Iteration 22Q: 3 clusters Score -1370547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1370551.875000 Penalty: 4655.400879
	Iteration 23Q: 3 clusters Score -1370552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1370556.125000 Penalty: 4655.400879
	Iteration 24Q: 3 clusters Score -1370556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1370554.625000 Penalty: 4655.400879
	Iteration 25Q: 3 clusters Score -1370555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1370554.375000 Penalty: 4655.400879
	Iteration 26Q: 3 clusters Score -1370554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1370553.500000 Penalty: 4655.400879
	Iteration 27Q: 3 clusters Score -1370554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1370553.500000 Penalty: 4655.400879
	Iteration 28Q: 3 clusters Score -1370554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1370555.375000 Penalty: 4655.400879
	Iteration 29Q: 3 clusters Score -1370555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1370556.875000 Penalty: 4655.400879
	Iteration 30Q: 3 clusters Score -1370557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1370558.250000 Penalty: 4655.400879
	Iteration 31Q: 3 clusters Score -1370558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1370563.500000 Penalty: 4655.400879
	Iteration 32Q: 3 clusters Score -1370564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1370562.500000 Penalty: 4655.400879
	Iteration 33Q: 3 clusters Score -1370562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1370560.875000 Penalty: 4655.400879
	Iteration 34Q: 3 clusters Score -1370561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1370561.625000 Penalty: 4655.400879
	Iteration 35Q: 3 clusters Score -1370562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1370561.875000 Penalty: 4655.400879
	Iteration 36Q: 3 clusters Score -1370562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1370564.375000 Penalty: 4655.400879
	Iteration 37Q: 3 clusters Score -1370564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1370562.375000 Penalty: 4655.400879
	Iteration 38Q: 3 clusters Score -1370562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1370562.375000 Penalty: 4655.400879
	Iteration 39F: 3 clusters Score -1370562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -666357.187500 Penalty: 2155.529297
	Iteration 0F: 2 clusters Score -666357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -661186.250000 Penalty: 4311.058594
	Iteration 0F: 3 clusters Score -661186.2 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -662463.500000 Penalty: 4311.058594
	Iteration 1F: 3 clusters Score -662463.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -662734.125000 Penalty: 4311.058594
	Iteration 2F: 3 clusters Score -662734.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -662925.812500 Penalty: 4311.058594
	Iteration 3F: 3 clusters Score -662925.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -663132.000000 Penalty: 4311.058594
	Iteration 4Q: 3 clusters Score -663132 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -663380.250000 Penalty: 4311.058594
	Iteration 5Q: 3 clusters Score -663380.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -663585.875000 Penalty: 4311.058594
	Iteration 6Q: 3 clusters Score -663585.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -663766.187500 Penalty: 4311.058594
	Iteration 7Q: 3 clusters Score -663766.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -663921.375000 Penalty: 4311.058594
	Iteration 8Q: 3 clusters Score -663921.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -664056.312500 Penalty: 4311.058594
	Iteration 9Q: 3 clusters Score -664056.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -664151.187500 Penalty: 4311.058594
	Iteration 10Q: 3 clusters Score -664151.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -664227.437500 Penalty: 4311.058594
	Iteration 11Q: 3 clusters Score -664227.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -664296.437500 Penalty: 4311.058594
	Iteration 12Q: 3 clusters Score -664296.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -664350.187500 Penalty: 4311.058594
	Iteration 13Q: 3 clusters Score -664350.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -664396.000000 Penalty: 4311.058594
	Iteration 14Q: 3 clusters Score -664396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -664434.687500 Penalty: 4311.058594
	Iteration 15Q: 3 clusters Score -664434.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -664475.500000 Penalty: 4311.058594
	Iteration 16Q: 3 clusters Score -664475.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -664507.500000 Penalty: 4311.058594
	Iteration 17Q: 3 clusters Score -664507.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -664545.687500 Penalty: 4311.058594
	Iteration 18Q: 3 clusters Score -664545.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -664573.250000 Penalty: 4311.058594
	Iteration 19Q: 3 clusters Score -664573.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -664594.562500 Penalty: 4311.058594
	Iteration 20F: 3 clusters Score -664594.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -664608.562500 Penalty: 4311.058594
	Iteration 21Q: 3 clusters Score -664608.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -664623.437500 Penalty: 4311.058594
	Iteration 22Q: 3 clusters Score -664623.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -664635.000000 Penalty: 4311.058594
	Iteration 23Q: 3 clusters Score -664635 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -664641.125000 Penalty: 4311.058594
	Iteration 24Q: 3 clusters Score -664641.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -664646.375000 Penalty: 4311.058594
	Iteration 25Q: 3 clusters Score -664646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -664650.375000 Penalty: 4311.058594
	Iteration 26Q: 3 clusters Score -664650.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -664657.875000 Penalty: 4311.058594
	Iteration 27Q: 3 clusters Score -664657.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -664663.312500 Penalty: 4311.058594
	Iteration 28Q: 3 clusters Score -664663.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -664668.375000 Penalty: 4311.058594
	Iteration 29Q: 3 clusters Score -664668.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -664676.312500 Penalty: 4311.058594
	Iteration 30Q: 3 clusters Score -664676.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -664681.812500 Penalty: 4311.058594
	Iteration 31Q: 3 clusters Score -664681.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -664690.312500 Penalty: 4311.058594
	Iteration 32Q: 3 clusters Score -664690.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -664699.562500 Penalty: 4311.058594
	Iteration 33Q: 3 clusters Score -664699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -664710.562500 Penalty: 4311.058594
	Iteration 34Q: 3 clusters Score -664710.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -664730.062500 Penalty: 4311.058594
	Iteration 35Q: 3 clusters Score -664730.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -664743.875000 Penalty: 4311.058594
	Iteration 36Q: 3 clusters Score -664743.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -664753.125000 Penalty: 4311.058594
	Iteration 37Q: 3 clusters Score -664753.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -664765.875000 Penalty: 4311.058594
	Iteration 38Q: 3 clusters Score -664765.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -664777.187500 Penalty: 4311.058594
	Iteration 39Q: 3 clusters Score -664777.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -664788.312500 Penalty: 4311.058594
	Iteration 40F: 3 clusters Score -664788.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -664796.312500 Penalty: 4311.058594
	Iteration 41Q: 3 clusters Score -664796.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -664806.625000 Penalty: 4311.058594
	Iteration 42Q: 3 clusters Score -664806.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -664815.312500 Penalty: 4311.058594
	Iteration 43Q: 3 clusters Score -664815.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -664824.625000 Penalty: 4311.058594
	Iteration 44Q: 3 clusters Score -664824.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -664834.187500 Penalty: 4311.058594
	Iteration 45Q: 3 clusters Score -664834.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -664842.625000 Penalty: 4311.058594
	Iteration 46Q: 3 clusters Score -664842.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -664844.250000 Penalty: 4311.058594
	Iteration 47Q: 3 clusters Score -664844.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -664852.625000 Penalty: 4311.058594
	Iteration 48Q: 3 clusters Score -664852.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -664859.812500 Penalty: 4311.058594
	Iteration 49Q: 3 clusters Score -664859.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -664863.000000 Penalty: 4311.058594
	Iteration 50Q: 3 clusters Score -664863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -664869.875000 Penalty: 4311.058594
	Iteration 51Q: 3 clusters Score -664869.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -664875.062500 Penalty: 4311.058594
	Iteration 52Q: 3 clusters Score -664875.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -664880.937500 Penalty: 4311.058594
	Iteration 53Q: 3 clusters Score -664880.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -664886.312500 Penalty: 4311.058594
	Iteration 54Q: 3 clusters Score -664886.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -664889.937500 Penalty: 4311.058594
	Iteration 55Q: 3 clusters Score -664889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -664892.750000 Penalty: 4311.058594
	Iteration 56Q: 3 clusters Score -664892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -664893.937500 Penalty: 4311.058594
	Iteration 57Q: 3 clusters Score -664893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -664894.125000 Penalty: 4311.058594
	Iteration 58Q: 3 clusters Score -664894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -664894.187500 Penalty: 4311.058594
	Iteration 59Q: 3 clusters Score -664894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -664895.000000 Penalty: 4311.058594
	Iteration 60F: 3 clusters Score -664895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -664896.750000 Penalty: 4311.058594
	Iteration 61Q: 3 clusters Score -664896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -664896.687500 Penalty: 4311.058594
	Iteration 62Q: 3 clusters Score -664896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -664896.687500 Penalty: 4311.058594
	Iteration 63Q: 3 clusters Score -664896.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -664897.187500 Penalty: 4311.058594
	Iteration 64Q: 3 clusters Score -664897.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -664899.687500 Penalty: 4311.058594
	Iteration 65Q: 3 clusters Score -664899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -664900.562500 Penalty: 4311.058594
	Iteration 66Q: 3 clusters Score -664900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -664900.312500 Penalty: 4311.058594
	Iteration 67Q: 3 clusters Score -664900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -664901.625000 Penalty: 4311.058594
	Iteration 68Q: 3 clusters Score -664901.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -664901.625000 Penalty: 4311.058594
	Iteration 69F: 3 clusters Score -664901.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178914 members 
Entering Unmasked Estep 
Score: -20713246.000000 Penalty: 2999.475830
	Iteration 0F: 2 clusters Score -2.071325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -20594332.000000 Penalty: 5998.951660
	Iteration 0F: 3 clusters Score -2.059433e+07 nChanged 85636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 90820 members 
Entering Unmasked Estep 
Score: -20644826.000000 Penalty: 5998.951660
	Iteration 1F: 3 clusters Score -2.064483e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87847 members 
Mstep: Class 2 contains 91067 members 
Entering Unmasked Estep 
Score: -20646218.000000 Penalty: 5998.951660
	Iteration 2Q: 3 clusters Score -2.064622e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -20647954.000000 Penalty: 5998.951660
	Iteration 3Q: 3 clusters Score -2.064795e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -20650390.000000 Penalty: 5998.951660
	Iteration 4Q: 3 clusters Score -2.065039e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 91747 members 
Entering Unmasked Estep 
Score: -20653234.000000 Penalty: 5998.951660
	Iteration 5Q: 3 clusters Score -2.065323e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -20656564.000000 Penalty: 5998.951660
	Iteration 6Q: 3 clusters Score -2.065656e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -20660140.000000 Penalty: 5998.951660
	Iteration 7Q: 3 clusters Score -2.066014e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 94960 members 
Entering Unmasked Estep 
Score: -20663974.000000 Penalty: 5998.951660
	Iteration 8Q: 3 clusters Score -2.066397e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -20667258.000000 Penalty: 5998.951660
	Iteration 9Q: 3 clusters Score -2.066726e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -20670036.000000 Penalty: 5998.951660
	Iteration 10Q: 3 clusters Score -2.067004e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -20672700.000000 Penalty: 5998.951660
	Iteration 11Q: 3 clusters Score -2.06727e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -20675192.000000 Penalty: 5998.951660
	Iteration 12Q: 3 clusters Score -2.067519e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 117216 members 
Entering Unmasked Estep 
Score: -20678182.000000 Penalty: 5998.951660
	Iteration 13Q: 3 clusters Score -2.067818e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 124745 members 
Entering Unmasked Estep 
Score: -20681722.000000 Penalty: 5998.951660
	Iteration 14Q: 3 clusters Score -2.068172e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 133138 members 
Entering Unmasked Estep 
Score: -20685800.000000 Penalty: 5998.951660
	Iteration 15Q: 3 clusters Score -2.06858e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -20691038.000000 Penalty: 5998.951660
	Iteration 16F: 3 clusters Score -2.069104e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 150993 members 
Entering Unmasked Estep 
Score: -20696314.000000 Penalty: 5998.951660
	Iteration 17Q: 3 clusters Score -2.069631e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -20701236.000000 Penalty: 5998.951660
	Iteration 18Q: 3 clusters Score -2.070124e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 165272 members 
Entering Unmasked Estep 
Score: -20704856.000000 Penalty: 5998.951660
	Iteration 19Q: 3 clusters Score -2.070486e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -20707384.000000 Penalty: 5998.951660
	Iteration 20F: 3 clusters Score -2.070738e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 172653 members 
Entering Unmasked Estep 
Score: -20708842.000000 Penalty: 5998.951660
	Iteration 21Q: 3 clusters Score -2.070884e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 174480 members 
Entering Unmasked Estep 
Score: -20709652.000000 Penalty: 5998.951660
	Iteration 22Q: 3 clusters Score -2.070965e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 175588 members 
Entering Unmasked Estep 
Score: -20710124.000000 Penalty: 5998.951660
	Iteration 23Q: 3 clusters Score -2.071012e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 176305 members 
Entering Unmasked Estep 
Score: -20710454.000000 Penalty: 5998.951660
	Iteration 24Q: 3 clusters Score -2.071045e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 176758 members 
Entering Unmasked Estep 
Score: -20710676.000000 Penalty: 5998.951660
	Iteration 25Q: 3 clusters Score -2.071068e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 177017 members 
Entering Unmasked Estep 
Score: -20710764.000000 Penalty: 5998.951660
	Iteration 26Q: 3 clusters Score -2.071076e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 177176 members 
Entering Unmasked Estep 
Score: -20710866.000000 Penalty: 5998.951660
	Iteration 27Q: 3 clusters Score -2.071087e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 177288 members 
Entering Unmasked Estep 
Score: -20710878.000000 Penalty: 5998.951660
	Iteration 28Q: 3 clusters Score -2.071088e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 177374 members 
Entering Unmasked Estep 
Score: -20710952.000000 Penalty: 5998.951660
	Iteration 29Q: 3 clusters Score -2.071095e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 177443 members 
Entering Unmasked Estep 
Score: -20710970.000000 Penalty: 5998.951660
	Iteration 30Q: 3 clusters Score -2.071097e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 177502 members 
Entering Unmasked Estep 
Score: -20710982.000000 Penalty: 5998.951660
	Iteration 31Q: 3 clusters Score -2.071098e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 177550 members 
Entering Unmasked Estep 
Score: -20711020.000000 Penalty: 5998.951660
	Iteration 32Q: 3 clusters Score -2.071102e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 177587 members 
Entering Unmasked Estep 
Score: -20711006.000000 Penalty: 5998.951660
	Iteration 33Q: 3 clusters Score -2.071101e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -20711028.000000 Penalty: 5998.951660
	Iteration 34Q: 3 clusters Score -2.071103e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 177651 members 
Entering Unmasked Estep 
Score: -20711038.000000 Penalty: 5998.951660
	Iteration 35Q: 3 clusters Score -2.071104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 177671 members 
Entering Unmasked Estep 
Score: -20711046.000000 Penalty: 5998.951660
	Iteration 36Q: 3 clusters Score -2.071105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 177680 members 
Entering Unmasked Estep 
Score: -20711030.000000 Penalty: 5998.951660
	Iteration 37Q: 3 clusters Score -2.071103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 177687 members 
Entering Unmasked Estep 
Score: -20711046.000000 Penalty: 5998.951660
	Iteration 38Q: 3 clusters Score -2.071105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 177692 members 
Entering Unmasked Estep 
Score: -20711046.000000 Penalty: 5998.951660
	Iteration 39Q: 3 clusters Score -2.071105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 177697 members 
Entering Unmasked Estep 
Score: -20711044.000000 Penalty: 5998.951660
	Iteration 40F: 3 clusters Score -2.071104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 177701 members 
Entering Unmasked Estep 
Score: -20711062.000000 Penalty: 5998.951660
	Iteration 41Q: 3 clusters Score -2.071106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -20711058.000000 Penalty: 5998.951660
	Iteration 42Q: 3 clusters Score -2.071106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 177717 members 
Entering Unmasked Estep 
Score: -20711058.000000 Penalty: 5998.951660
	Iteration 43Q: 3 clusters Score -2.071106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 177724 members 
Entering Unmasked Estep 
Score: -20711058.000000 Penalty: 5998.951660
	Iteration 44Q: 3 clusters Score -2.071106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 177732 members 
Entering Unmasked Estep 
Score: -20711066.000000 Penalty: 5998.951660
	Iteration 45Q: 3 clusters Score -2.071107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 177734 members 
Entering Unmasked Estep 
Score: -20711052.000000 Penalty: 5998.951660
	Iteration 46Q: 3 clusters Score -2.071105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -20711060.000000 Penalty: 5998.951660
	Iteration 47Q: 3 clusters Score -2.071106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 177742 members 
Entering Unmasked Estep 
Score: -20711064.000000 Penalty: 5998.951660
	Iteration 48Q: 3 clusters Score -2.071106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 177742 members 
Entering Unmasked Estep 
Score: -20711064.000000 Penalty: 5998.951660
	Iteration 49F: 3 clusters Score -2.071106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185533 members 
Entering Unmasked Estep 
Score: -21779208.000000 Penalty: 3008.485107
	Iteration 0F: 2 clusters Score -2.177921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 92677 members 
Entering Unmasked Estep 
Score: -21660982.000000 Penalty: 6016.970215
	Iteration 0F: 3 clusters Score -2.166098e+07 nChanged 89051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -21714362.000000 Penalty: 6016.970215
	Iteration 1F: 3 clusters Score -2.171436e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 85129 members 
Entering Unmasked Estep 
Score: -21716712.000000 Penalty: 6016.970215
	Iteration 2Q: 3 clusters Score -2.171671e+07 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 80089 members 
Entering Unmasked Estep 
Score: -21720640.000000 Penalty: 6016.970215
	Iteration 3Q: 3 clusters Score -2.172064e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112180 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -21725954.000000 Penalty: 6016.970215
	Iteration 4F: 3 clusters Score -2.172595e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -21732596.000000 Penalty: 6016.970215
	Iteration 5F: 3 clusters Score -2.17326e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129234 members 
Mstep: Class 2 contains 56299 members 
Entering Unmasked Estep 
Score: -21740148.000000 Penalty: 6016.970215
	Iteration 6F: 3 clusters Score -2.174015e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138502 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -21747212.000000 Penalty: 6016.970215
	Iteration 7F: 3 clusters Score -2.174721e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147750 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -21753942.000000 Penalty: 6016.970215
	Iteration 8F: 3 clusters Score -2.175394e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156795 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -21760258.000000 Penalty: 6016.970215
	Iteration 9F: 3 clusters Score -2.176026e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -21765926.000000 Penalty: 6016.970215
	Iteration 10Q: 3 clusters Score -2.176593e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172764 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -21770224.000000 Penalty: 6016.970215
	Iteration 11Q: 3 clusters Score -2.177022e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178087 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -21773294.000000 Penalty: 6016.970215
	Iteration 12Q: 3 clusters Score -2.177329e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181072 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -21775234.000000 Penalty: 6016.970215
	Iteration 13Q: 3 clusters Score -2.177523e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182402 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -21776314.000000 Penalty: 6016.970215
	Iteration 14Q: 3 clusters Score -2.177631e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182891 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -21777068.000000 Penalty: 6016.970215
	Iteration 15Q: 3 clusters Score -2.177707e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182952 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21777624.000000 Penalty: 6016.970215
	Iteration 16Q: 3 clusters Score -2.177762e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182855 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21777900.000000 Penalty: 6016.970215
	Iteration 17Q: 3 clusters Score -2.17779e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182763 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -21778016.000000 Penalty: 6016.970215
	Iteration 18Q: 3 clusters Score -2.177802e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182672 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -21778078.000000 Penalty: 6016.970215
	Iteration 19Q: 3 clusters Score -2.177808e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182588 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -21778124.000000 Penalty: 6016.970215
	Iteration 20F: 3 clusters Score -2.177812e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182502 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -21778208.000000 Penalty: 6016.970215
	Iteration 21Q: 3 clusters Score -2.177821e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182438 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -21778236.000000 Penalty: 6016.970215
	Iteration 22Q: 3 clusters Score -2.177824e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182390 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21778238.000000 Penalty: 6016.970215
	Iteration 23Q: 3 clusters Score -2.177824e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -21778256.000000 Penalty: 6016.970215
	Iteration 24Q: 3 clusters Score -2.177826e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182301 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21778312.000000 Penalty: 6016.970215
	Iteration 25Q: 3 clusters Score -2.177831e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182269 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -21778316.000000 Penalty: 6016.970215
	Iteration 26Q: 3 clusters Score -2.177832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182239 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -21778302.000000 Penalty: 6016.970215
	Iteration 27Q: 3 clusters Score -2.17783e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -21778324.000000 Penalty: 6016.970215
	Iteration 28Q: 3 clusters Score -2.177832e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182194 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -21778328.000000 Penalty: 6016.970215
	Iteration 29Q: 3 clusters Score -2.177833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182170 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -21778330.000000 Penalty: 6016.970215
	Iteration 30Q: 3 clusters Score -2.177833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182150 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21778362.000000 Penalty: 6016.970215
	Iteration 31Q: 3 clusters Score -2.177836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182127 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21778356.000000 Penalty: 6016.970215
	Iteration 32Q: 3 clusters Score -2.177836e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -21778350.000000 Penalty: 6016.970215
	Iteration 33Q: 3 clusters Score -2.177835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182100 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -21778352.000000 Penalty: 6016.970215
	Iteration 34Q: 3 clusters Score -2.177835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182088 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -21778352.000000 Penalty: 6016.970215
	Iteration 35Q: 3 clusters Score -2.177835e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182079 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21778356.000000 Penalty: 6016.970215
	Iteration 36Q: 3 clusters Score -2.177836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -21778348.000000 Penalty: 6016.970215
	Iteration 37Q: 3 clusters Score -2.177835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182057 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -21778346.000000 Penalty: 6016.970215
	Iteration 38Q: 3 clusters Score -2.177835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -21778348.000000 Penalty: 6016.970215
	Iteration 39Q: 3 clusters Score -2.177835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182052 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -21778342.000000 Penalty: 6016.970215
	Iteration 40F: 3 clusters Score -2.177834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182050 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -21778348.000000 Penalty: 6016.970215
	Iteration 41Q: 3 clusters Score -2.177835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182047 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -21778344.000000 Penalty: 6016.970215
	Iteration 42Q: 3 clusters Score -2.177834e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182043 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -21778336.000000 Penalty: 6016.970215
	Iteration 43Q: 3 clusters Score -2.177834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -21778346.000000 Penalty: 6016.970215
	Iteration 44Q: 3 clusters Score -2.177835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -21778342.000000 Penalty: 6016.970215
	Iteration 45Q: 3 clusters Score -2.177834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182037 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -21778348.000000 Penalty: 6016.970215
	Iteration 46Q: 3 clusters Score -2.177835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182037 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -21778348.000000 Penalty: 6016.970215
	Iteration 47F: 3 clusters Score -2.177835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -85101.687500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -85101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83315.140625 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -83315.14 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83646.664062 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -83646.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83794.367188 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -83794.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83893.070312 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -83893.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83993.953125 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -83993.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84092.429688 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -84092.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -84143.820312 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -84143.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84203.500000 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -84203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84232.921875 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -84232.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84251.632812 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -84251.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84259.914062 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -84259.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84266.132812 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -84266.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -84273.742188 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -84273.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84289.812500 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -84289.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84300.875000 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -84300.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84312.937500 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -84312.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -84339.125000 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -84339.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84370.695312 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -84370.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -84430.390625 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -84430.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -84538.335938 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -84538.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84783.312500 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -84783.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -85236.304688 Penalty: 3339.176514
	Iteration 21Q: 3 clusters Score -85236.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85356.085938 Penalty: 3339.176514
	Iteration 22Q: 3 clusters Score -85356.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85441.882812 Penalty: 3339.176514
	Iteration 23Q: 3 clusters Score -85441.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -85520.421875 Penalty: 3339.176514
	Iteration 24Q: 3 clusters Score -85520.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85572.398438 Penalty: 3339.176514
	Iteration 25Q: 3 clusters Score -85572.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -85621.500000 Penalty: 3339.176514
	Iteration 26Q: 3 clusters Score -85621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85648.640625 Penalty: 3339.176514
	Iteration 27Q: 3 clusters Score -85648.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -85684.148438 Penalty: 3339.176514
	Iteration 28Q: 3 clusters Score -85684.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -85725.093750 Penalty: 3339.176514
	Iteration 29Q: 3 clusters Score -85725.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -85740.437500 Penalty: 3339.176514
	Iteration 30Q: 3 clusters Score -85740.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85758.750000 Penalty: 3339.176514
	Iteration 31Q: 3 clusters Score -85758.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85769.359375 Penalty: 3339.176514
	Iteration 32F: 3 clusters Score -85769.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -85781.671875 Penalty: 3339.176514
	Iteration 33Q: 3 clusters Score -85781.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85782.562500 Penalty: 3339.176514
	Iteration 34Q: 3 clusters Score -85782.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -85782.562500 Penalty: 3339.176514
	Iteration 35F: 3 clusters Score -85782.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185533 members 
Mstep: Class 6 contains 274 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133385 members 
Mstep: Class 16 contains 193832 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58239 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257631 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128786 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14582 members 
Mstep: Class 32 contains 178421 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 26214 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57626 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 44 contains 565 members 
Entering Unmasked Estep 
Score: -225976592.000000 Penalty: 158390.203125
Splitting cluster 6 changes total score from -225977568.000000 to -225976592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -582422.062500 Penalty: 2136.396240
	Iteration 0F: 2 clusters Score -582422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -577662.937500 Penalty: 4272.792480
	Iteration 0F: 3 clusters Score -577662.9 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -578917.812500 Penalty: 4272.792480
	Iteration 1F: 3 clusters Score -578917.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -579172.875000 Penalty: 4272.792480
	Iteration 2F: 3 clusters Score -579172.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -579379.187500 Penalty: 4272.792480
	Iteration 3F: 3 clusters Score -579379.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -579554.625000 Penalty: 4272.792480
	Iteration 4Q: 3 clusters Score -579554.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -579703.437500 Penalty: 4272.792480
	Iteration 5Q: 3 clusters Score -579703.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -579847.250000 Penalty: 4272.792480
	Iteration 6Q: 3 clusters Score -579847.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -579978.062500 Penalty: 4272.792480
	Iteration 7Q: 3 clusters Score -579978.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -580085.312500 Penalty: 4272.792480
	Iteration 8Q: 3 clusters Score -580085.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -580175.875000 Penalty: 4272.792480
	Iteration 9Q: 3 clusters Score -580175.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -580252.875000 Penalty: 4272.792480
	Iteration 10Q: 3 clusters Score -580252.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -580310.187500 Penalty: 4272.792480
	Iteration 11Q: 3 clusters Score -580310.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -580354.625000 Penalty: 4272.792480
	Iteration 12Q: 3 clusters Score -580354.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -580406.250000 Penalty: 4272.792480
	Iteration 13Q: 3 clusters Score -580406.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -580441.562500 Penalty: 4272.792480
	Iteration 14Q: 3 clusters Score -580441.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -580471.937500 Penalty: 4272.792480
	Iteration 15Q: 3 clusters Score -580471.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -580500.687500 Penalty: 4272.792480
	Iteration 16Q: 3 clusters Score -580500.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -580523.500000 Penalty: 4272.792480
	Iteration 17Q: 3 clusters Score -580523.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -580544.937500 Penalty: 4272.792480
	Iteration 18Q: 3 clusters Score -580544.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -580561.625000 Penalty: 4272.792480
	Iteration 19Q: 3 clusters Score -580561.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -580576.000000 Penalty: 4272.792480
	Iteration 20F: 3 clusters Score -580576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -580589.000000 Penalty: 4272.792480
	Iteration 21Q: 3 clusters Score -580589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -580599.187500 Penalty: 4272.792480
	Iteration 22Q: 3 clusters Score -580599.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -580608.812500 Penalty: 4272.792480
	Iteration 23Q: 3 clusters Score -580608.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -580612.750000 Penalty: 4272.792480
	Iteration 24Q: 3 clusters Score -580612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -580618.250000 Penalty: 4272.792480
	Iteration 25Q: 3 clusters Score -580618.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -580622.437500 Penalty: 4272.792480
	Iteration 26Q: 3 clusters Score -580622.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -580629.500000 Penalty: 4272.792480
	Iteration 27Q: 3 clusters Score -580629.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -580639.937500 Penalty: 4272.792480
	Iteration 28Q: 3 clusters Score -580639.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -580646.562500 Penalty: 4272.792480
	Iteration 29Q: 3 clusters Score -580646.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -580652.312500 Penalty: 4272.792480
	Iteration 30Q: 3 clusters Score -580652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -580655.437500 Penalty: 4272.792480
	Iteration 31Q: 3 clusters Score -580655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -580658.437500 Penalty: 4272.792480
	Iteration 32Q: 3 clusters Score -580658.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -580663.125000 Penalty: 4272.792480
	Iteration 33Q: 3 clusters Score -580663.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -580667.875000 Penalty: 4272.792480
	Iteration 34Q: 3 clusters Score -580667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -580668.312500 Penalty: 4272.792480
	Iteration 35Q: 3 clusters Score -580668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -580671.500000 Penalty: 4272.792480
	Iteration 36Q: 3 clusters Score -580671.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -580674.687500 Penalty: 4272.792480
	Iteration 37Q: 3 clusters Score -580674.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -580679.812500 Penalty: 4272.792480
	Iteration 38Q: 3 clusters Score -580679.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -580684.812500 Penalty: 4272.792480
	Iteration 39Q: 3 clusters Score -580684.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -580689.250000 Penalty: 4272.792480
	Iteration 40F: 3 clusters Score -580689.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -580696.812500 Penalty: 4272.792480
	Iteration 41Q: 3 clusters Score -580696.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -580700.687500 Penalty: 4272.792480
	Iteration 42Q: 3 clusters Score -580700.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -580703.437500 Penalty: 4272.792480
	Iteration 43Q: 3 clusters Score -580703.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -580710.062500 Penalty: 4272.792480
	Iteration 44Q: 3 clusters Score -580710.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -580713.687500 Penalty: 4272.792480
	Iteration 45Q: 3 clusters Score -580713.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -580718.000000 Penalty: 4272.792480
	Iteration 46Q: 3 clusters Score -580718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -580722.687500 Penalty: 4272.792480
	Iteration 47Q: 3 clusters Score -580722.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -580725.750000 Penalty: 4272.792480
	Iteration 48Q: 3 clusters Score -580725.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -580731.812500 Penalty: 4272.792480
	Iteration 49Q: 3 clusters Score -580731.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -580739.312500 Penalty: 4272.792480
	Iteration 50Q: 3 clusters Score -580739.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -580746.812500 Penalty: 4272.792480
	Iteration 51Q: 3 clusters Score -580746.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -580748.500000 Penalty: 4272.792480
	Iteration 52Q: 3 clusters Score -580748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -580751.750000 Penalty: 4272.792480
	Iteration 53Q: 3 clusters Score -580751.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -580753.562500 Penalty: 4272.792480
	Iteration 54Q: 3 clusters Score -580753.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -580754.062500 Penalty: 4272.792480
	Iteration 55Q: 3 clusters Score -580754.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -580757.687500 Penalty: 4272.792480
	Iteration 56Q: 3 clusters Score -580757.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -580762.125000 Penalty: 4272.792480
	Iteration 57Q: 3 clusters Score -580762.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -580767.250000 Penalty: 4272.792480
	Iteration 58Q: 3 clusters Score -580767.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -580773.187500 Penalty: 4272.792480
	Iteration 59Q: 3 clusters Score -580773.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -580779.875000 Penalty: 4272.792480
	Iteration 60F: 3 clusters Score -580779.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -580786.000000 Penalty: 4272.792480
	Iteration 61Q: 3 clusters Score -580786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -580791.687500 Penalty: 4272.792480
	Iteration 62Q: 3 clusters Score -580791.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -580797.750000 Penalty: 4272.792480
	Iteration 63Q: 3 clusters Score -580797.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -580803.562500 Penalty: 4272.792480
	Iteration 64Q: 3 clusters Score -580803.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -580810.375000 Penalty: 4272.792480
	Iteration 65Q: 3 clusters Score -580810.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -580815.187500 Penalty: 4272.792480
	Iteration 66Q: 3 clusters Score -580815.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -580822.375000 Penalty: 4272.792480
	Iteration 67Q: 3 clusters Score -580822.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -580826.937500 Penalty: 4272.792480
	Iteration 68Q: 3 clusters Score -580826.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -580831.750000 Penalty: 4272.792480
	Iteration 69Q: 3 clusters Score -580831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -580837.250000 Penalty: 4272.792480
	Iteration 70Q: 3 clusters Score -580837.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -580842.312500 Penalty: 4272.792480
	Iteration 71Q: 3 clusters Score -580842.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -580847.375000 Penalty: 4272.792480
	Iteration 72Q: 3 clusters Score -580847.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -580853.500000 Penalty: 4272.792480
	Iteration 73Q: 3 clusters Score -580853.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -580861.062500 Penalty: 4272.792480
	Iteration 74Q: 3 clusters Score -580861.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -580865.750000 Penalty: 4272.792480
	Iteration 75Q: 3 clusters Score -580865.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -580872.312500 Penalty: 4272.792480
	Iteration 76Q: 3 clusters Score -580872.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -580882.812500 Penalty: 4272.792480
	Iteration 77Q: 3 clusters Score -580882.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -580890.500000 Penalty: 4272.792480
	Iteration 78Q: 3 clusters Score -580890.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -580897.750000 Penalty: 4272.792480
	Iteration 79Q: 3 clusters Score -580897.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -580909.625000 Penalty: 4272.792480
	Iteration 80F: 3 clusters Score -580909.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -580920.062500 Penalty: 4272.792480
	Iteration 81Q: 3 clusters Score -580920.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -580936.562500 Penalty: 4272.792480
	Iteration 82Q: 3 clusters Score -580936.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -580950.500000 Penalty: 4272.792480
	Iteration 83Q: 3 clusters Score -580950.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -580963.500000 Penalty: 4272.792480
	Iteration 84Q: 3 clusters Score -580963.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -580980.375000 Penalty: 4272.792480
	Iteration 85Q: 3 clusters Score -580980.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -580991.562500 Penalty: 4272.792480
	Iteration 86Q: 3 clusters Score -580991.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -581005.687500 Penalty: 4272.792480
	Iteration 87Q: 3 clusters Score -581005.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -581016.000000 Penalty: 4272.792480
	Iteration 88Q: 3 clusters Score -581016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -581021.625000 Penalty: 4272.792480
	Iteration 89Q: 3 clusters Score -581021.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -581024.750000 Penalty: 4272.792480
	Iteration 90Q: 3 clusters Score -581024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -581027.625000 Penalty: 4272.792480
	Iteration 91Q: 3 clusters Score -581027.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -581030.750000 Penalty: 4272.792480
	Iteration 92Q: 3 clusters Score -581030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -581032.687500 Penalty: 4272.792480
	Iteration 93Q: 3 clusters Score -581032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -581034.562500 Penalty: 4272.792480
	Iteration 94Q: 3 clusters Score -581034.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -581036.062500 Penalty: 4272.792480
	Iteration 95Q: 3 clusters Score -581036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -581036.625000 Penalty: 4272.792480
	Iteration 96Q: 3 clusters Score -581036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -581039.875000 Penalty: 4272.792480
	Iteration 97Q: 3 clusters Score -581039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -581040.562500 Penalty: 4272.792480
	Iteration 98Q: 3 clusters Score -581040.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -581041.437500 Penalty: 4272.792480
	Iteration 99Q: 3 clusters Score -581041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -581042.750000 Penalty: 4272.792480
	Iteration 100F: 3 clusters Score -581042.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -581044.062500 Penalty: 4272.792480
	Iteration 101Q: 3 clusters Score -581044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -581043.125000 Penalty: 4272.792480
	Iteration 102Q: 3 clusters Score -581043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -581044.937500 Penalty: 4272.792480
	Iteration 103Q: 3 clusters Score -581044.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -581046.812500 Penalty: 4272.792480
	Iteration 104Q: 3 clusters Score -581046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -581049.375000 Penalty: 4272.792480
	Iteration 105Q: 3 clusters Score -581049.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -581050.625000 Penalty: 4272.792480
	Iteration 106Q: 3 clusters Score -581050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -581050.750000 Penalty: 4272.792480
	Iteration 107Q: 3 clusters Score -581050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -581050.937500 Penalty: 4272.792480
	Iteration 108Q: 3 clusters Score -581050.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -581050.937500 Penalty: 4272.792480
	Iteration 109F: 3 clusters Score -581050.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Entering Unmasked Estep 
Score: -2548297.250000 Penalty: 2476.502441
	Iteration 0F: 2 clusters Score -2548297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2533074.000000 Penalty: 4953.004883
	Iteration 0F: 3 clusters Score -2533074 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2538189.500000 Penalty: 4953.004883
	Iteration 1F: 3 clusters Score -2538190 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2538596.000000 Penalty: 4953.004883
	Iteration 2F: 3 clusters Score -2538596 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2538966.500000 Penalty: 4953.004883
	Iteration 3Q: 3 clusters Score -2538966 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2539359.750000 Penalty: 4953.004883
	Iteration 4Q: 3 clusters Score -2539360 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2539783.500000 Penalty: 4953.004883
	Iteration 5Q: 3 clusters Score -2539784 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2540307.250000 Penalty: 4953.004883
	Iteration 6Q: 3 clusters Score -2540307 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2540941.250000 Penalty: 4953.004883
	Iteration 7Q: 3 clusters Score -2540941 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2541776.500000 Penalty: 4953.004883
	Iteration 8F: 3 clusters Score -2541776 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2542731.500000 Penalty: 4953.004883
	Iteration 9F: 3 clusters Score -2542732 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2543710.000000 Penalty: 4953.004883
	Iteration 10F: 3 clusters Score -2543710 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2544467.500000 Penalty: 4953.004883
	Iteration 11Q: 3 clusters Score -2544468 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2545023.500000 Penalty: 4953.004883
	Iteration 12Q: 3 clusters Score -2545024 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2545437.750000 Penalty: 4953.004883
	Iteration 13Q: 3 clusters Score -2545438 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2545697.000000 Penalty: 4953.004883
	Iteration 14Q: 3 clusters Score -2545697 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2545896.750000 Penalty: 4953.004883
	Iteration 15Q: 3 clusters Score -2545897 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2546051.750000 Penalty: 4953.004883
	Iteration 16Q: 3 clusters Score -2546052 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2546164.250000 Penalty: 4953.004883
	Iteration 17Q: 3 clusters Score -2546164 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2546257.250000 Penalty: 4953.004883
	Iteration 18Q: 3 clusters Score -2546257 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2546345.750000 Penalty: 4953.004883
	Iteration 19Q: 3 clusters Score -2546346 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2546426.000000 Penalty: 4953.004883
	Iteration 20F: 3 clusters Score -2546426 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2546497.000000 Penalty: 4953.004883
	Iteration 21Q: 3 clusters Score -2546497 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2546560.750000 Penalty: 4953.004883
	Iteration 22Q: 3 clusters Score -2546561 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2546613.000000 Penalty: 4953.004883
	Iteration 23Q: 3 clusters Score -2546613 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2546649.500000 Penalty: 4953.004883
	Iteration 24Q: 3 clusters Score -2546650 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2546693.250000 Penalty: 4953.004883
	Iteration 25Q: 3 clusters Score -2546693 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2546718.750000 Penalty: 4953.004883
	Iteration 26Q: 3 clusters Score -2546719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2546734.000000 Penalty: 4953.004883
	Iteration 27Q: 3 clusters Score -2546734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2546742.750000 Penalty: 4953.004883
	Iteration 28Q: 3 clusters Score -2546743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2546748.500000 Penalty: 4953.004883
	Iteration 29Q: 3 clusters Score -2546748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2546754.750000 Penalty: 4953.004883
	Iteration 30Q: 3 clusters Score -2546755 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2546762.250000 Penalty: 4953.004883
	Iteration 31Q: 3 clusters Score -2546762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2546772.000000 Penalty: 4953.004883
	Iteration 32Q: 3 clusters Score -2546772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2546774.500000 Penalty: 4953.004883
	Iteration 33Q: 3 clusters Score -2546774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2546774.500000 Penalty: 4953.004883
	Iteration 34Q: 3 clusters Score -2546774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2546778.250000 Penalty: 4953.004883
	Iteration 35Q: 3 clusters Score -2546778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2546777.500000 Penalty: 4953.004883
	Iteration 36Q: 3 clusters Score -2546778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2546778.000000 Penalty: 4953.004883
	Iteration 37Q: 3 clusters Score -2546778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2546779.500000 Penalty: 4953.004883
	Iteration 38Q: 3 clusters Score -2546780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2546785.250000 Penalty: 4953.004883
	Iteration 39Q: 3 clusters Score -2546785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2546785.250000 Penalty: 4953.004883
	Iteration 40F: 3 clusters Score -2546785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Entering Unmasked Estep 
Score: -2663658.250000 Penalty: 2492.680664
	Iteration 0F: 2 clusters Score -2663658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -2647555.750000 Penalty: 4985.361328
	Iteration 0F: 3 clusters Score -2647556 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2653084.000000 Penalty: 4985.361328
	Iteration 1F: 3 clusters Score -2653084 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2653594.500000 Penalty: 4985.361328
	Iteration 2F: 3 clusters Score -2653594 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2654221.750000 Penalty: 4985.361328
	Iteration 3F: 3 clusters Score -2654222 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2654937.500000 Penalty: 4985.361328
	Iteration 4F: 3 clusters Score -2654938 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2655811.250000 Penalty: 4985.361328
	Iteration 5F: 3 clusters Score -2655811 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2656706.250000 Penalty: 4985.361328
	Iteration 6F: 3 clusters Score -2656706 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2657584.750000 Penalty: 4985.361328
	Iteration 7F: 3 clusters Score -2657585 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2658433.500000 Penalty: 4985.361328
	Iteration 8F: 3 clusters Score -2658434 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2659173.750000 Penalty: 4985.361328
	Iteration 9Q: 3 clusters Score -2659174 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2659811.500000 Penalty: 4985.361328
	Iteration 10Q: 3 clusters Score -2659812 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2660269.750000 Penalty: 4985.361328
	Iteration 11Q: 3 clusters Score -2660270 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2660610.250000 Penalty: 4985.361328
	Iteration 12Q: 3 clusters Score -2660610 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2660887.000000 Penalty: 4985.361328
	Iteration 13Q: 3 clusters Score -2660887 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2661065.000000 Penalty: 4985.361328
	Iteration 14Q: 3 clusters Score -2661065 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2661207.750000 Penalty: 4985.361328
	Iteration 15Q: 3 clusters Score -2661208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -2661289.750000 Penalty: 4985.361328
	Iteration 16Q: 3 clusters Score -2661290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -2661345.000000 Penalty: 4985.361328
	Iteration 17Q: 3 clusters Score -2661345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2661392.750000 Penalty: 4985.361328
	Iteration 18Q: 3 clusters Score -2661393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2661421.500000 Penalty: 4985.361328
	Iteration 19Q: 3 clusters Score -2661422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2661447.250000 Penalty: 4985.361328
	Iteration 20F: 3 clusters Score -2661447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2661459.750000 Penalty: 4985.361328
	Iteration 21Q: 3 clusters Score -2661460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2661465.750000 Penalty: 4985.361328
	Iteration 22Q: 3 clusters Score -2661466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -2661474.250000 Penalty: 4985.361328
	Iteration 23Q: 3 clusters Score -2661474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2661474.500000 Penalty: 4985.361328
	Iteration 24Q: 3 clusters Score -2661474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2661477.750000 Penalty: 4985.361328
	Iteration 25Q: 3 clusters Score -2661478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2661484.750000 Penalty: 4985.361328
	Iteration 26Q: 3 clusters Score -2661485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2661487.750000 Penalty: 4985.361328
	Iteration 27Q: 3 clusters Score -2661488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2661491.250000 Penalty: 4985.361328
	Iteration 28Q: 3 clusters Score -2661491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2661492.750000 Penalty: 4985.361328
	Iteration 29Q: 3 clusters Score -2661493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2661492.750000 Penalty: 4985.361328
	Iteration 30Q: 3 clusters Score -2661493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2661494.250000 Penalty: 4985.361328
	Iteration 31Q: 3 clusters Score -2661494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2661492.250000 Penalty: 4985.361328
	Iteration 32Q: 3 clusters Score -2661492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2661491.500000 Penalty: 4985.361328
	Iteration 33Q: 3 clusters Score -2661492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2661491.500000 Penalty: 4985.361328
	Iteration 34F: 3 clusters Score -2661492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Entering Unmasked Estep 
Score: -5567257.000000 Penalty: 2678.254395
	Iteration 0F: 2 clusters Score -5567257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -5534333.500000 Penalty: 5356.508789
	Iteration 0F: 3 clusters Score -5534334 nChanged 22644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5547208.500000 Penalty: 5356.508789
	Iteration 1F: 3 clusters Score -5547208 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -5548234.500000 Penalty: 5356.508789
	Iteration 2F: 3 clusters Score -5548234 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5549318.500000 Penalty: 5356.508789
	Iteration 3F: 3 clusters Score -5549318 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -5550610.000000 Penalty: 5356.508789
	Iteration 4F: 3 clusters Score -5550610 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5551981.500000 Penalty: 5356.508789
	Iteration 5F: 3 clusters Score -5551982 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -5553261.000000 Penalty: 5356.508789
	Iteration 6F: 3 clusters Score -5553261 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -5554554.500000 Penalty: 5356.508789
	Iteration 7F: 3 clusters Score -5554554 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -5555784.500000 Penalty: 5356.508789
	Iteration 8Q: 3 clusters Score -5555784 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -5557163.000000 Penalty: 5356.508789
	Iteration 9Q: 3 clusters Score -5557163 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -5558610.000000 Penalty: 5356.508789
	Iteration 10Q: 3 clusters Score -5558610 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5559889.000000 Penalty: 5356.508789
	Iteration 11Q: 3 clusters Score -5559889 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5560978.000000 Penalty: 5356.508789
	Iteration 12Q: 3 clusters Score -5560978 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -5561728.500000 Penalty: 5356.508789
	Iteration 13Q: 3 clusters Score -5561728 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -5562211.000000 Penalty: 5356.508789
	Iteration 14Q: 3 clusters Score -5562211 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -5562529.000000 Penalty: 5356.508789
	Iteration 15Q: 3 clusters Score -5562529 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -5562859.000000 Penalty: 5356.508789
	Iteration 16Q: 3 clusters Score -5562859 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -5563170.500000 Penalty: 5356.508789
	Iteration 17Q: 3 clusters Score -5563170 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -5563483.000000 Penalty: 5356.508789
	Iteration 18Q: 3 clusters Score -5563483 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -5563671.000000 Penalty: 5356.508789
	Iteration 19Q: 3 clusters Score -5563671 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -5563910.500000 Penalty: 5356.508789
	Iteration 20F: 3 clusters Score -5563910 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5564102.500000 Penalty: 5356.508789
	Iteration 21Q: 3 clusters Score -5564102 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -5564281.000000 Penalty: 5356.508789
	Iteration 22Q: 3 clusters Score -5564281 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -5564476.500000 Penalty: 5356.508789
	Iteration 23Q: 3 clusters Score -5564476 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5564671.000000 Penalty: 5356.508789
	Iteration 24Q: 3 clusters Score -5564671 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5564857.500000 Penalty: 5356.508789
	Iteration 25Q: 3 clusters Score -5564858 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -5565031.000000 Penalty: 5356.508789
	Iteration 26Q: 3 clusters Score -5565031 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -5565162.500000 Penalty: 5356.508789
	Iteration 27Q: 3 clusters Score -5565162 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -5565249.500000 Penalty: 5356.508789
	Iteration 28Q: 3 clusters Score -5565250 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -5565328.000000 Penalty: 5356.508789
	Iteration 29Q: 3 clusters Score -5565328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -5565378.500000 Penalty: 5356.508789
	Iteration 30Q: 3 clusters Score -5565378 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -5565400.500000 Penalty: 5356.508789
	Iteration 31Q: 3 clusters Score -5565400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -5565421.500000 Penalty: 5356.508789
	Iteration 32Q: 3 clusters Score -5565422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -5565437.500000 Penalty: 5356.508789
	Iteration 33Q: 3 clusters Score -5565438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -5565431.000000 Penalty: 5356.508789
	Iteration 34Q: 3 clusters Score -5565431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -5565437.000000 Penalty: 5356.508789
	Iteration 35Q: 3 clusters Score -5565437 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -5565445.000000 Penalty: 5356.508789
	Iteration 36Q: 3 clusters Score -5565445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -5565459.500000 Penalty: 5356.508789
	Iteration 37Q: 3 clusters Score -5565460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -5565466.000000 Penalty: 5356.508789
	Iteration 38Q: 3 clusters Score -5565466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -5565463.000000 Penalty: 5356.508789
	Iteration 39Q: 3 clusters Score -5565463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -5565471.000000 Penalty: 5356.508789
	Iteration 40F: 3 clusters Score -5565471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -5565476.000000 Penalty: 5356.508789
	Iteration 41Q: 3 clusters Score -5565476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -5565481.000000 Penalty: 5356.508789
	Iteration 42Q: 3 clusters Score -5565481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -5565476.000000 Penalty: 5356.508789
	Iteration 43Q: 3 clusters Score -5565476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -5565473.500000 Penalty: 5356.508789
	Iteration 44Q: 3 clusters Score -5565474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -5565485.000000 Penalty: 5356.508789
	Iteration 45Q: 3 clusters Score -5565485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -5565487.500000 Penalty: 5356.508789
	Iteration 46Q: 3 clusters Score -5565488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -5565493.500000 Penalty: 5356.508789
	Iteration 47Q: 3 clusters Score -5565494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -5565496.000000 Penalty: 5356.508789
	Iteration 48Q: 3 clusters Score -5565496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -5565498.000000 Penalty: 5356.508789
	Iteration 49Q: 3 clusters Score -5565498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -5565497.500000 Penalty: 5356.508789
	Iteration 50Q: 3 clusters Score -5565498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5565496.000000 Penalty: 5356.508789
	Iteration 51Q: 3 clusters Score -5565496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5565498.000000 Penalty: 5356.508789
	Iteration 52Q: 3 clusters Score -5565498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5565498.000000 Penalty: 5356.508789
	Iteration 53F: 3 clusters Score -5565498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Entering Unmasked Estep 
Score: -4705435.000000 Penalty: 2631.706543
	Iteration 0F: 2 clusters Score -4705435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4678091.500000 Penalty: 5263.413086
	Iteration 0F: 3 clusters Score -4678092 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4688162.000000 Penalty: 5263.413086
	Iteration 1F: 3 clusters Score -4688162 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4688729.500000 Penalty: 5263.413086
	Iteration 2Q: 3 clusters Score -4688730 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4689230.500000 Penalty: 5263.413086
	Iteration 3Q: 3 clusters Score -4689230 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4689739.000000 Penalty: 5263.413086
	Iteration 4Q: 3 clusters Score -4689739 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -4690289.000000 Penalty: 5263.413086
	Iteration 5Q: 3 clusters Score -4690289 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4690914.500000 Penalty: 5263.413086
	Iteration 6Q: 3 clusters Score -4690914 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -4691641.000000 Penalty: 5263.413086
	Iteration 7Q: 3 clusters Score -4691641 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4692441.000000 Penalty: 5263.413086
	Iteration 8Q: 3 clusters Score -4692441 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4693258.000000 Penalty: 5263.413086
	Iteration 9Q: 3 clusters Score -4693258 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -4694077.000000 Penalty: 5263.413086
	Iteration 10Q: 3 clusters Score -4694077 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -4694795.000000 Penalty: 5263.413086
	Iteration 11Q: 3 clusters Score -4694795 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -4695318.000000 Penalty: 5263.413086
	Iteration 12Q: 3 clusters Score -4695318 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4695690.500000 Penalty: 5263.413086
	Iteration 13Q: 3 clusters Score -4695690 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4696005.500000 Penalty: 5263.413086
	Iteration 14Q: 3 clusters Score -4696006 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4696190.000000 Penalty: 5263.413086
	Iteration 15Q: 3 clusters Score -4696190 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4696306.500000 Penalty: 5263.413086
	Iteration 16Q: 3 clusters Score -4696306 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4696429.000000 Penalty: 5263.413086
	Iteration 17Q: 3 clusters Score -4696429 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -4696487.000000 Penalty: 5263.413086
	Iteration 18Q: 3 clusters Score -4696487 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -4696541.000000 Penalty: 5263.413086
	Iteration 19Q: 3 clusters Score -4696541 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4696574.500000 Penalty: 5263.413086
	Iteration 20F: 3 clusters Score -4696574 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -4696591.500000 Penalty: 5263.413086
	Iteration 21Q: 3 clusters Score -4696592 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4696605.000000 Penalty: 5263.413086
	Iteration 22Q: 3 clusters Score -4696605 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4696629.500000 Penalty: 5263.413086
	Iteration 23Q: 3 clusters Score -4696630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4696642.000000 Penalty: 5263.413086
	Iteration 24Q: 3 clusters Score -4696642 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -4696663.500000 Penalty: 5263.413086
	Iteration 25Q: 3 clusters Score -4696664 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4696662.000000 Penalty: 5263.413086
	Iteration 26Q: 3 clusters Score -4696662 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4696701.000000 Penalty: 5263.413086
	Iteration 27Q: 3 clusters Score -4696701 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -4696705.500000 Penalty: 5263.413086
	Iteration 28Q: 3 clusters Score -4696706 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4696710.000000 Penalty: 5263.413086
	Iteration 29Q: 3 clusters Score -4696710 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4696717.000000 Penalty: 5263.413086
	Iteration 30Q: 3 clusters Score -4696717 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4696758.000000 Penalty: 5263.413086
	Iteration 31Q: 3 clusters Score -4696758 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -4696825.000000 Penalty: 5263.413086
	Iteration 32Q: 3 clusters Score -4696825 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4696883.500000 Penalty: 5263.413086
	Iteration 33Q: 3 clusters Score -4696884 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4696933.500000 Penalty: 5263.413086
	Iteration 34Q: 3 clusters Score -4696934 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4697026.000000 Penalty: 5263.413086
	Iteration 35Q: 3 clusters Score -4697026 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4697146.000000 Penalty: 5263.413086
	Iteration 36Q: 3 clusters Score -4697146 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4697318.000000 Penalty: 5263.413086
	Iteration 37Q: 3 clusters Score -4697318 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -4697521.500000 Penalty: 5263.413086
	Iteration 38Q: 3 clusters Score -4697522 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -4697781.000000 Penalty: 5263.413086
	Iteration 39Q: 3 clusters Score -4697781 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4698161.500000 Penalty: 5263.413086
	Iteration 40F: 3 clusters Score -4698162 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4698630.500000 Penalty: 5263.413086
	Iteration 41Q: 3 clusters Score -4698630 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4699191.500000 Penalty: 5263.413086
	Iteration 42Q: 3 clusters Score -4699192 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -4699739.000000 Penalty: 5263.413086
	Iteration 43Q: 3 clusters Score -4699739 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -4700396.500000 Penalty: 5263.413086
	Iteration 44Q: 3 clusters Score -4700396 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -4701005.000000 Penalty: 5263.413086
	Iteration 45Q: 3 clusters Score -4701005 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4701570.500000 Penalty: 5263.413086
	Iteration 46Q: 3 clusters Score -4701570 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -4702083.500000 Penalty: 5263.413086
	Iteration 47Q: 3 clusters Score -4702084 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -4702461.000000 Penalty: 5263.413086
	Iteration 48Q: 3 clusters Score -4702461 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -4702738.500000 Penalty: 5263.413086
	Iteration 49Q: 3 clusters Score -4702738 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4702912.000000 Penalty: 5263.413086
	Iteration 50Q: 3 clusters Score -4702912 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -4703050.000000 Penalty: 5263.413086
	Iteration 51Q: 3 clusters Score -4703050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4703153.500000 Penalty: 5263.413086
	Iteration 52Q: 3 clusters Score -4703154 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -4703217.500000 Penalty: 5263.413086
	Iteration 53Q: 3 clusters Score -4703218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -4703262.500000 Penalty: 5263.413086
	Iteration 54Q: 3 clusters Score -4703262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -4703287.000000 Penalty: 5263.413086
	Iteration 55Q: 3 clusters Score -4703287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -4703313.500000 Penalty: 5263.413086
	Iteration 56Q: 3 clusters Score -4703314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -4703335.000000 Penalty: 5263.413086
	Iteration 57Q: 3 clusters Score -4703335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -4703360.000000 Penalty: 5263.413086
	Iteration 58Q: 3 clusters Score -4703360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -4703369.000000 Penalty: 5263.413086
	Iteration 59Q: 3 clusters Score -4703369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -4703374.000000 Penalty: 5263.413086
	Iteration 60F: 3 clusters Score -4703374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -4703378.000000 Penalty: 5263.413086
	Iteration 61Q: 3 clusters Score -4703378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -4703385.500000 Penalty: 5263.413086
	Iteration 62Q: 3 clusters Score -4703386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -4703389.500000 Penalty: 5263.413086
	Iteration 63Q: 3 clusters Score -4703390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -4703397.000000 Penalty: 5263.413086
	Iteration 64Q: 3 clusters Score -4703397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -4703393.500000 Penalty: 5263.413086
	Iteration 65Q: 3 clusters Score -4703394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -4703393.500000 Penalty: 5263.413086
	Iteration 66Q: 3 clusters Score -4703394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4703408.500000 Penalty: 5263.413086
	Iteration 67Q: 3 clusters Score -4703408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -4703407.500000 Penalty: 5263.413086
	Iteration 68Q: 3 clusters Score -4703408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -4703412.000000 Penalty: 5263.413086
	Iteration 69Q: 3 clusters Score -4703412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -4703415.000000 Penalty: 5263.413086
	Iteration 70Q: 3 clusters Score -4703415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -4703418.000000 Penalty: 5263.413086
	Iteration 71Q: 3 clusters Score -4703418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4703415.500000 Penalty: 5263.413086
	Iteration 72Q: 3 clusters Score -4703416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -4703415.000000 Penalty: 5263.413086
	Iteration 73Q: 3 clusters Score -4703415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -4703416.000000 Penalty: 5263.413086
	Iteration 74Q: 3 clusters Score -4703416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4703424.000000 Penalty: 5263.413086
	Iteration 75Q: 3 clusters Score -4703424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -4703416.500000 Penalty: 5263.413086
	Iteration 76Q: 3 clusters Score -4703416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4703418.500000 Penalty: 5263.413086
	Iteration 77Q: 3 clusters Score -4703418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -4703418.500000 Penalty: 5263.413086
	Iteration 78F: 3 clusters Score -4703418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Entering Unmasked Estep 
Score: -1300284.750000 Penalty: 2324.686035
	Iteration 0F: 2 clusters Score -1300285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1291557.750000 Penalty: 4649.372070
	Iteration 0F: 3 clusters Score -1291558 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1294163.000000 Penalty: 4649.372070
	Iteration 1F: 3 clusters Score -1294163 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1294479.000000 Penalty: 4649.372070
	Iteration 2F: 3 clusters Score -1294479 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1294707.625000 Penalty: 4649.372070
	Iteration 3Q: 3 clusters Score -1294708 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1294970.375000 Penalty: 4649.372070
	Iteration 4Q: 3 clusters Score -1294970 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1295224.750000 Penalty: 4649.372070
	Iteration 5Q: 3 clusters Score -1295225 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1295489.875000 Penalty: 4649.372070
	Iteration 6Q: 3 clusters Score -1295490 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1295765.125000 Penalty: 4649.372070
	Iteration 7Q: 3 clusters Score -1295765 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1296028.000000 Penalty: 4649.372070
	Iteration 8Q: 3 clusters Score -1296028 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1296302.125000 Penalty: 4649.372070
	Iteration 9Q: 3 clusters Score -1296302 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1296560.750000 Penalty: 4649.372070
	Iteration 10Q: 3 clusters Score -1296561 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1296783.125000 Penalty: 4649.372070
	Iteration 11Q: 3 clusters Score -1296783 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1297016.000000 Penalty: 4649.372070
	Iteration 12Q: 3 clusters Score -1297016 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1297192.250000 Penalty: 4649.372070
	Iteration 13Q: 3 clusters Score -1297192 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1297336.250000 Penalty: 4649.372070
	Iteration 14Q: 3 clusters Score -1297336 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1297429.625000 Penalty: 4649.372070
	Iteration 15Q: 3 clusters Score -1297430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1297490.875000 Penalty: 4649.372070
	Iteration 16Q: 3 clusters Score -1297491 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1297552.875000 Penalty: 4649.372070
	Iteration 17Q: 3 clusters Score -1297553 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1297595.750000 Penalty: 4649.372070
	Iteration 18Q: 3 clusters Score -1297596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1297633.000000 Penalty: 4649.372070
	Iteration 19Q: 3 clusters Score -1297633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1297662.500000 Penalty: 4649.372070
	Iteration 20F: 3 clusters Score -1297662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1297688.250000 Penalty: 4649.372070
	Iteration 21Q: 3 clusters Score -1297688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1297703.125000 Penalty: 4649.372070
	Iteration 22Q: 3 clusters Score -1297703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1297716.500000 Penalty: 4649.372070
	Iteration 23Q: 3 clusters Score -1297716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1297732.500000 Penalty: 4649.372070
	Iteration 24Q: 3 clusters Score -1297732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1297745.000000 Penalty: 4649.372070
	Iteration 25Q: 3 clusters Score -1297745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1297755.250000 Penalty: 4649.372070
	Iteration 26Q: 3 clusters Score -1297755 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1297760.625000 Penalty: 4649.372070
	Iteration 27Q: 3 clusters Score -1297761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1297774.625000 Penalty: 4649.372070
	Iteration 28Q: 3 clusters Score -1297775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1297782.500000 Penalty: 4649.372070
	Iteration 29Q: 3 clusters Score -1297782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1297791.375000 Penalty: 4649.372070
	Iteration 30Q: 3 clusters Score -1297791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1297795.625000 Penalty: 4649.372070
	Iteration 31Q: 3 clusters Score -1297796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1297800.375000 Penalty: 4649.372070
	Iteration 32Q: 3 clusters Score -1297800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1297806.500000 Penalty: 4649.372070
	Iteration 33Q: 3 clusters Score -1297806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1297815.625000 Penalty: 4649.372070
	Iteration 34Q: 3 clusters Score -1297816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1297819.875000 Penalty: 4649.372070
	Iteration 35Q: 3 clusters Score -1297820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1297823.250000 Penalty: 4649.372070
	Iteration 36Q: 3 clusters Score -1297823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1297821.750000 Penalty: 4649.372070
	Iteration 37Q: 3 clusters Score -1297822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1297828.375000 Penalty: 4649.372070
	Iteration 38Q: 3 clusters Score -1297828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1297832.000000 Penalty: 4649.372070
	Iteration 39Q: 3 clusters Score -1297832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1297836.375000 Penalty: 4649.372070
	Iteration 40F: 3 clusters Score -1297836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1297837.500000 Penalty: 4649.372070
	Iteration 41Q: 3 clusters Score -1297838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1297843.750000 Penalty: 4649.372070
	Iteration 42Q: 3 clusters Score -1297844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1297849.500000 Penalty: 4649.372070
	Iteration 43Q: 3 clusters Score -1297850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1297853.000000 Penalty: 4649.372070
	Iteration 44Q: 3 clusters Score -1297853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1297858.250000 Penalty: 4649.372070
	Iteration 45Q: 3 clusters Score -1297858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1297860.125000 Penalty: 4649.372070
	Iteration 46Q: 3 clusters Score -1297860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1297869.625000 Penalty: 4649.372070
	Iteration 47Q: 3 clusters Score -1297870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1297873.875000 Penalty: 4649.372070
	Iteration 48Q: 3 clusters Score -1297874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1297876.500000 Penalty: 4649.372070
	Iteration 49Q: 3 clusters Score -1297876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1297877.375000 Penalty: 4649.372070
	Iteration 50Q: 3 clusters Score -1297877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1297880.875000 Penalty: 4649.372070
	Iteration 51Q: 3 clusters Score -1297881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1297885.625000 Penalty: 4649.372070
	Iteration 52Q: 3 clusters Score -1297886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1297887.125000 Penalty: 4649.372070
	Iteration 53Q: 3 clusters Score -1297887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1297889.000000 Penalty: 4649.372070
	Iteration 54Q: 3 clusters Score -1297889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1297894.125000 Penalty: 4649.372070
	Iteration 55Q: 3 clusters Score -1297894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1297895.750000 Penalty: 4649.372070
	Iteration 56Q: 3 clusters Score -1297896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1297902.000000 Penalty: 4649.372070
	Iteration 57Q: 3 clusters Score -1297902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1297905.250000 Penalty: 4649.372070
	Iteration 58Q: 3 clusters Score -1297905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1297908.250000 Penalty: 4649.372070
	Iteration 59Q: 3 clusters Score -1297908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1297909.250000 Penalty: 4649.372070
	Iteration 60F: 3 clusters Score -1297909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1297922.125000 Penalty: 4649.372070
	Iteration 61Q: 3 clusters Score -1297922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1297928.125000 Penalty: 4649.372070
	Iteration 62Q: 3 clusters Score -1297928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1297937.500000 Penalty: 4649.372070
	Iteration 63Q: 3 clusters Score -1297938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1297945.250000 Penalty: 4649.372070
	Iteration 64Q: 3 clusters Score -1297945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1297951.750000 Penalty: 4649.372070
	Iteration 65Q: 3 clusters Score -1297952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1297959.875000 Penalty: 4649.372070
	Iteration 66Q: 3 clusters Score -1297960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1297966.875000 Penalty: 4649.372070
	Iteration 67Q: 3 clusters Score -1297967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1297976.500000 Penalty: 4649.372070
	Iteration 68Q: 3 clusters Score -1297976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1297979.375000 Penalty: 4649.372070
	Iteration 69Q: 3 clusters Score -1297979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1297985.375000 Penalty: 4649.372070
	Iteration 70Q: 3 clusters Score -1297985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1297992.125000 Penalty: 4649.372070
	Iteration 71Q: 3 clusters Score -1297992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1298000.000000 Penalty: 4649.372070
	Iteration 72Q: 3 clusters Score -1298000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1298005.875000 Penalty: 4649.372070
	Iteration 73Q: 3 clusters Score -1298006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1298011.125000 Penalty: 4649.372070
	Iteration 74Q: 3 clusters Score -1298011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1298012.000000 Penalty: 4649.372070
	Iteration 75Q: 3 clusters Score -1298012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1298019.250000 Penalty: 4649.372070
	Iteration 76Q: 3 clusters Score -1298019 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1298023.625000 Penalty: 4649.372070
	Iteration 77Q: 3 clusters Score -1298024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1298027.875000 Penalty: 4649.372070
	Iteration 78Q: 3 clusters Score -1298028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1298037.000000 Penalty: 4649.372070
	Iteration 79Q: 3 clusters Score -1298037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1298045.500000 Penalty: 4649.372070
	Iteration 80F: 3 clusters Score -1298046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1298049.375000 Penalty: 4649.372070
	Iteration 81Q: 3 clusters Score -1298049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1298059.375000 Penalty: 4649.372070
	Iteration 82Q: 3 clusters Score -1298059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1298069.875000 Penalty: 4649.372070
	Iteration 83Q: 3 clusters Score -1298070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1298074.125000 Penalty: 4649.372070
	Iteration 84Q: 3 clusters Score -1298074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1298082.000000 Penalty: 4649.372070
	Iteration 85Q: 3 clusters Score -1298082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1298085.375000 Penalty: 4649.372070
	Iteration 86Q: 3 clusters Score -1298085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1298088.125000 Penalty: 4649.372070
	Iteration 87Q: 3 clusters Score -1298088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1298089.500000 Penalty: 4649.372070
	Iteration 88Q: 3 clusters Score -1298090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1298094.500000 Penalty: 4649.372070
	Iteration 89Q: 3 clusters Score -1298094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1298094.875000 Penalty: 4649.372070
	Iteration 90Q: 3 clusters Score -1298095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1298095.500000 Penalty: 4649.372070
	Iteration 91Q: 3 clusters Score -1298096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1298096.250000 Penalty: 4649.372070
	Iteration 92Q: 3 clusters Score -1298096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1298098.750000 Penalty: 4649.372070
	Iteration 93Q: 3 clusters Score -1298099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1298101.125000 Penalty: 4649.372070
	Iteration 94Q: 3 clusters Score -1298101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1298106.000000 Penalty: 4649.372070
	Iteration 95Q: 3 clusters Score -1298106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1298107.500000 Penalty: 4649.372070
	Iteration 96Q: 3 clusters Score -1298108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1298110.750000 Penalty: 4649.372070
	Iteration 97Q: 3 clusters Score -1298111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1298121.000000 Penalty: 4649.372070
	Iteration 98Q: 3 clusters Score -1298121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1298132.000000 Penalty: 4649.372070
	Iteration 99Q: 3 clusters Score -1298132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1298143.000000 Penalty: 4649.372070
	Iteration 100F: 3 clusters Score -1298143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1298155.875000 Penalty: 4649.372070
	Iteration 101Q: 3 clusters Score -1298156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1298170.250000 Penalty: 4649.372070
	Iteration 102Q: 3 clusters Score -1298170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1298182.000000 Penalty: 4649.372070
	Iteration 103Q: 3 clusters Score -1298182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1298200.500000 Penalty: 4649.372070
	Iteration 104Q: 3 clusters Score -1298200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1298220.250000 Penalty: 4649.372070
	Iteration 105Q: 3 clusters Score -1298220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1298231.875000 Penalty: 4649.372070
	Iteration 106Q: 3 clusters Score -1298232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1298245.250000 Penalty: 4649.372070
	Iteration 107Q: 3 clusters Score -1298245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1298262.375000 Penalty: 4649.372070
	Iteration 108Q: 3 clusters Score -1298262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1298273.000000 Penalty: 4649.372070
	Iteration 109Q: 3 clusters Score -1298273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1298279.375000 Penalty: 4649.372070
	Iteration 110Q: 3 clusters Score -1298279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1298288.000000 Penalty: 4649.372070
	Iteration 111Q: 3 clusters Score -1298288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1298293.125000 Penalty: 4649.372070
	Iteration 112Q: 3 clusters Score -1298293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1298297.875000 Penalty: 4649.372070
	Iteration 113Q: 3 clusters Score -1298298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1298305.125000 Penalty: 4649.372070
	Iteration 114Q: 3 clusters Score -1298305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1298308.500000 Penalty: 4649.372070
	Iteration 115Q: 3 clusters Score -1298308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1298311.875000 Penalty: 4649.372070
	Iteration 116Q: 3 clusters Score -1298312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1298312.375000 Penalty: 4649.372070
	Iteration 117Q: 3 clusters Score -1298312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1298321.125000 Penalty: 4649.372070
	Iteration 118Q: 3 clusters Score -1298321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1298320.250000 Penalty: 4649.372070
	Iteration 119Q: 3 clusters Score -1298320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1298323.625000 Penalty: 4649.372070
	Iteration 120F: 3 clusters Score -1298324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1298324.500000 Penalty: 4649.372070
	Iteration 121Q: 3 clusters Score -1298324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1298325.625000 Penalty: 4649.372070
	Iteration 122Q: 3 clusters Score -1298326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1298327.625000 Penalty: 4649.372070
	Iteration 123Q: 3 clusters Score -1298328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1298327.875000 Penalty: 4649.372070
	Iteration 124Q: 3 clusters Score -1298328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1298329.250000 Penalty: 4649.372070
	Iteration 125Q: 3 clusters Score -1298329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1298328.875000 Penalty: 4649.372070
	Iteration 126Q: 3 clusters Score -1298329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1298327.875000 Penalty: 4649.372070
	Iteration 127Q: 3 clusters Score -1298328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1298328.125000 Penalty: 4649.372070
	Iteration 128Q: 3 clusters Score -1298328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1298326.750000 Penalty: 4649.372070
	Iteration 129Q: 3 clusters Score -1298327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1298326.750000 Penalty: 4649.372070
	Iteration 130F: 3 clusters Score -1298327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Entering Unmasked Estep 
Score: -1514106.500000 Penalty: 2364.848633
	Iteration 0F: 2 clusters Score -1514106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1503981.875000 Penalty: 4729.697266
	Iteration 0F: 3 clusters Score -1503982 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1507342.875000 Penalty: 4729.697266
	Iteration 1F: 3 clusters Score -1507343 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1508021.250000 Penalty: 4729.697266
	Iteration 2F: 3 clusters Score -1508021 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1508802.375000 Penalty: 4729.697266
	Iteration 3F: 3 clusters Score -1508802 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1509703.375000 Penalty: 4729.697266
	Iteration 4F: 3 clusters Score -1509703 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1510563.000000 Penalty: 4729.697266
	Iteration 5F: 3 clusters Score -1510563 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1511332.500000 Penalty: 4729.697266
	Iteration 6F: 3 clusters Score -1511332 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1512020.375000 Penalty: 4729.697266
	Iteration 7F: 3 clusters Score -1512020 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1512521.500000 Penalty: 4729.697266
	Iteration 8Q: 3 clusters Score -1512522 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1512832.125000 Penalty: 4729.697266
	Iteration 9Q: 3 clusters Score -1512832 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1513036.625000 Penalty: 4729.697266
	Iteration 10Q: 3 clusters Score -1513037 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1513179.875000 Penalty: 4729.697266
	Iteration 11Q: 3 clusters Score -1513180 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1513263.000000 Penalty: 4729.697266
	Iteration 12Q: 3 clusters Score -1513263 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1513309.875000 Penalty: 4729.697266
	Iteration 13Q: 3 clusters Score -1513310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1513353.250000 Penalty: 4729.697266
	Iteration 14Q: 3 clusters Score -1513353 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1513384.375000 Penalty: 4729.697266
	Iteration 15Q: 3 clusters Score -1513384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1513405.125000 Penalty: 4729.697266
	Iteration 16Q: 3 clusters Score -1513405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1513426.125000 Penalty: 4729.697266
	Iteration 17Q: 3 clusters Score -1513426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1513438.750000 Penalty: 4729.697266
	Iteration 18Q: 3 clusters Score -1513439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1513449.500000 Penalty: 4729.697266
	Iteration 19Q: 3 clusters Score -1513450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1513467.125000 Penalty: 4729.697266
	Iteration 20F: 3 clusters Score -1513467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1513474.125000 Penalty: 4729.697266
	Iteration 21Q: 3 clusters Score -1513474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1513483.000000 Penalty: 4729.697266
	Iteration 22Q: 3 clusters Score -1513483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1513487.375000 Penalty: 4729.697266
	Iteration 23Q: 3 clusters Score -1513487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1513488.750000 Penalty: 4729.697266
	Iteration 24Q: 3 clusters Score -1513489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1513492.750000 Penalty: 4729.697266
	Iteration 25Q: 3 clusters Score -1513493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1513501.000000 Penalty: 4729.697266
	Iteration 26Q: 3 clusters Score -1513501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1513511.375000 Penalty: 4729.697266
	Iteration 27Q: 3 clusters Score -1513511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1513511.375000 Penalty: 4729.697266
	Iteration 28Q: 3 clusters Score -1513511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1513517.875000 Penalty: 4729.697266
	Iteration 29Q: 3 clusters Score -1513518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1513524.250000 Penalty: 4729.697266
	Iteration 30Q: 3 clusters Score -1513524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1513530.250000 Penalty: 4729.697266
	Iteration 31Q: 3 clusters Score -1513530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1513538.875000 Penalty: 4729.697266
	Iteration 32Q: 3 clusters Score -1513539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1513540.875000 Penalty: 4729.697266
	Iteration 33Q: 3 clusters Score -1513541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1513538.125000 Penalty: 4729.697266
	Iteration 34Q: 3 clusters Score -1513538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1513540.375000 Penalty: 4729.697266
	Iteration 35Q: 3 clusters Score -1513540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1513545.125000 Penalty: 4729.697266
	Iteration 36Q: 3 clusters Score -1513545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1513547.375000 Penalty: 4729.697266
	Iteration 37Q: 3 clusters Score -1513547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1513548.125000 Penalty: 4729.697266
	Iteration 38Q: 3 clusters Score -1513548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1513550.625000 Penalty: 4729.697266
	Iteration 39Q: 3 clusters Score -1513551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1513551.500000 Penalty: 4729.697266
	Iteration 40F: 3 clusters Score -1513552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1513553.250000 Penalty: 4729.697266
	Iteration 41Q: 3 clusters Score -1513553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1513552.875000 Penalty: 4729.697266
	Iteration 42Q: 3 clusters Score -1513553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1513557.750000 Penalty: 4729.697266
	Iteration 43Q: 3 clusters Score -1513558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1513558.500000 Penalty: 4729.697266
	Iteration 44Q: 3 clusters Score -1513558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1513557.250000 Penalty: 4729.697266
	Iteration 45Q: 3 clusters Score -1513557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1513560.250000 Penalty: 4729.697266
	Iteration 46Q: 3 clusters Score -1513560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1513558.625000 Penalty: 4729.697266
	Iteration 47Q: 3 clusters Score -1513559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1513558.625000 Penalty: 4729.697266
	Iteration 48F: 3 clusters Score -1513559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Entering Unmasked Estep 
Score: -6553169.000000 Penalty: 2712.051758
	Iteration 0F: 2 clusters Score -6553169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -6515429.000000 Penalty: 5424.103516
	Iteration 0F: 3 clusters Score -6515429 nChanged 26046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6529897.000000 Penalty: 5424.103516
	Iteration 1F: 3 clusters Score -6529897 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6530569.000000 Penalty: 5424.103516
	Iteration 2Q: 3 clusters Score -6530569 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -6531280.000000 Penalty: 5424.103516
	Iteration 3Q: 3 clusters Score -6531280 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6532014.000000 Penalty: 5424.103516
	Iteration 4Q: 3 clusters Score -6532014 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -6532755.000000 Penalty: 5424.103516
	Iteration 5Q: 3 clusters Score -6532755 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6533581.000000 Penalty: 5424.103516
	Iteration 6Q: 3 clusters Score -6533581 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -6534229.500000 Penalty: 5424.103516
	Iteration 7Q: 3 clusters Score -6534230 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6534900.000000 Penalty: 5424.103516
	Iteration 8Q: 3 clusters Score -6534900 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -6535571.000000 Penalty: 5424.103516
	Iteration 9Q: 3 clusters Score -6535571 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -6536033.500000 Penalty: 5424.103516
	Iteration 10Q: 3 clusters Score -6536034 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -6536465.000000 Penalty: 5424.103516
	Iteration 11Q: 3 clusters Score -6536465 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -6536844.000000 Penalty: 5424.103516
	Iteration 12Q: 3 clusters Score -6536844 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -6537122.000000 Penalty: 5424.103516
	Iteration 13Q: 3 clusters Score -6537122 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -6537506.000000 Penalty: 5424.103516
	Iteration 14Q: 3 clusters Score -6537506 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -6537861.500000 Penalty: 5424.103516
	Iteration 15Q: 3 clusters Score -6537862 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -6538299.000000 Penalty: 5424.103516
	Iteration 16Q: 3 clusters Score -6538299 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -6538935.500000 Penalty: 5424.103516
	Iteration 17Q: 3 clusters Score -6538936 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -6539853.500000 Penalty: 5424.103516
	Iteration 18Q: 3 clusters Score -6539854 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -6541055.000000 Penalty: 5424.103516
	Iteration 19Q: 3 clusters Score -6541055 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -6542699.000000 Penalty: 5424.103516
	Iteration 20F: 3 clusters Score -6542699 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -6544810.000000 Penalty: 5424.103516
	Iteration 21Q: 3 clusters Score -6544810 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6547041.000000 Penalty: 5424.103516
	Iteration 22Q: 3 clusters Score -6547041 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53572 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -6548798.500000 Penalty: 5424.103516
	Iteration 23Q: 3 clusters Score -6548798 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6549781.000000 Penalty: 5424.103516
	Iteration 24Q: 3 clusters Score -6549781 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6550301.500000 Penalty: 5424.103516
	Iteration 25Q: 3 clusters Score -6550302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6550528.500000 Penalty: 5424.103516
	Iteration 26Q: 3 clusters Score -6550528 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6550662.500000 Penalty: 5424.103516
	Iteration 27Q: 3 clusters Score -6550662 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6550706.000000 Penalty: 5424.103516
	Iteration 28Q: 3 clusters Score -6550706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6550730.500000 Penalty: 5424.103516
	Iteration 29Q: 3 clusters Score -6550730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6550749.000000 Penalty: 5424.103516
	Iteration 30Q: 3 clusters Score -6550749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6550765.500000 Penalty: 5424.103516
	Iteration 31Q: 3 clusters Score -6550766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6550771.500000 Penalty: 5424.103516
	Iteration 32Q: 3 clusters Score -6550772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6550773.500000 Penalty: 5424.103516
	Iteration 33Q: 3 clusters Score -6550774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6550773.500000 Penalty: 5424.103516
	Iteration 34Q: 3 clusters Score -6550774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6550773.500000 Penalty: 5424.103516
	Iteration 35F: 3 clusters Score -6550774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133385 members 
Entering Unmasked Estep 
Score: -15521887.000000 Penalty: 2926.646729
	Iteration 0F: 2 clusters Score -1.552189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -15432378.000000 Penalty: 5853.293457
	Iteration 0F: 3 clusters Score -1.543238e+07 nChanged 63777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71290 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -15469936.000000 Penalty: 5853.293457
	Iteration 1F: 3 clusters Score -1.546994e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -15471293.000000 Penalty: 5853.293457
	Iteration 2Q: 3 clusters Score -1.547129e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -15473175.000000 Penalty: 5853.293457
	Iteration 3Q: 3 clusters Score -1.547318e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -15476255.000000 Penalty: 5853.293457
	Iteration 4Q: 3 clusters Score -1.547626e+07 nChanged 8455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91809 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -15481585.000000 Penalty: 5853.293457
	Iteration 5F: 3 clusters Score -1.548158e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102868 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -15490485.000000 Penalty: 5853.293457
	Iteration 6F: 3 clusters Score -1.549048e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115116 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -15501929.000000 Penalty: 5853.293457
	Iteration 7F: 3 clusters Score -1.550193e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -15511860.000000 Penalty: 5853.293457
	Iteration 8F: 3 clusters Score -1.551186e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130348 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -15516896.000000 Penalty: 5853.293457
	Iteration 9Q: 3 clusters Score -1.55169e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132171 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -15518513.000000 Penalty: 5853.293457
	Iteration 10Q: 3 clusters Score -1.551851e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132712 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -15518973.000000 Penalty: 5853.293457
	Iteration 11Q: 3 clusters Score -1.551897e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132888 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15519164.000000 Penalty: 5853.293457
	Iteration 12Q: 3 clusters Score -1.551916e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132968 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15519241.000000 Penalty: 5853.293457
	Iteration 13Q: 3 clusters Score -1.551924e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133002 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15519307.000000 Penalty: 5853.293457
	Iteration 14Q: 3 clusters Score -1.551931e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133017 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15519357.000000 Penalty: 5853.293457
	Iteration 15Q: 3 clusters Score -1.551936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133027 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15519364.000000 Penalty: 5853.293457
	Iteration 16Q: 3 clusters Score -1.551936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133030 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15519376.000000 Penalty: 5853.293457
	Iteration 17Q: 3 clusters Score -1.551938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133030 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15519372.000000 Penalty: 5853.293457
	Iteration 18Q: 3 clusters Score -1.551937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133033 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15519388.000000 Penalty: 5853.293457
	Iteration 19Q: 3 clusters Score -1.551939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15519391.000000 Penalty: 5853.293457
	Iteration 20F: 3 clusters Score -1.551939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133041 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15519397.000000 Penalty: 5853.293457
	Iteration 21Q: 3 clusters Score -1.55194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133042 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -15519407.000000 Penalty: 5853.293457
	Iteration 22Q: 3 clusters Score -1.551941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133041 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15519404.000000 Penalty: 5853.293457
	Iteration 23Q: 3 clusters Score -1.55194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133040 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15519408.000000 Penalty: 5853.293457
	Iteration 24Q: 3 clusters Score -1.551941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15519408.000000 Penalty: 5853.293457
	Iteration 25Q: 3 clusters Score -1.551941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -15519408.000000 Penalty: 5853.293457
	Iteration 26F: 3 clusters Score -1.551941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (193832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193832 members 
Entering Unmasked Estep 
Score: -22515174.000000 Penalty: 3019.337402
	Iteration 0F: 2 clusters Score -2.251517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 96849 members 
Entering Unmasked Estep 
Score: -22390178.000000 Penalty: 6038.674805
	Iteration 0F: 3 clusters Score -2.239018e+07 nChanged 93486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 94383 members 
Entering Unmasked Estep 
Score: -22445290.000000 Penalty: 6038.674805
	Iteration 1F: 3 clusters Score -2.244529e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -22447172.000000 Penalty: 6038.674805
	Iteration 2Q: 3 clusters Score -2.244717e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105265 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -22450456.000000 Penalty: 6038.674805
	Iteration 3Q: 3 clusters Score -2.245046e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 82690 members 
Entering Unmasked Estep 
Score: -22456308.000000 Penalty: 6038.674805
	Iteration 4F: 3 clusters Score -2.245631e+07 nChanged 13475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119407 members 
Mstep: Class 2 contains 74425 members 
Entering Unmasked Estep 
Score: -22464474.000000 Penalty: 6038.674805
	Iteration 5F: 3 clusters Score -2.246447e+07 nChanged 14984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129587 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -22474430.000000 Penalty: 6038.674805
	Iteration 6F: 3 clusters Score -2.247443e+07 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -22485316.000000 Penalty: 6038.674805
	Iteration 7F: 3 clusters Score -2.248532e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -22495254.000000 Penalty: 6038.674805
	Iteration 8F: 3 clusters Score -2.249525e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -22503572.000000 Penalty: 6038.674805
	Iteration 9Q: 3 clusters Score -2.250357e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161152 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -22508520.000000 Penalty: 6038.674805
	Iteration 10Q: 3 clusters Score -2.250852e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164381 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -22510992.000000 Penalty: 6038.674805
	Iteration 11Q: 3 clusters Score -2.251099e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -22512058.000000 Penalty: 6038.674805
	Iteration 12Q: 3 clusters Score -2.251206e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169148 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -22512818.000000 Penalty: 6038.674805
	Iteration 13Q: 3 clusters Score -2.251282e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171089 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -22513438.000000 Penalty: 6038.674805
	Iteration 14Q: 3 clusters Score -2.251344e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172821 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -22513896.000000 Penalty: 6038.674805
	Iteration 15Q: 3 clusters Score -2.25139e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174399 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -22514196.000000 Penalty: 6038.674805
	Iteration 16Q: 3 clusters Score -2.25142e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175737 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -22514432.000000 Penalty: 6038.674805
	Iteration 17Q: 3 clusters Score -2.251443e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176975 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -22514530.000000 Penalty: 6038.674805
	Iteration 18Q: 3 clusters Score -2.251453e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178065 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -22514698.000000 Penalty: 6038.674805
	Iteration 19Q: 3 clusters Score -2.25147e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178990 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -22514854.000000 Penalty: 6038.674805
	Iteration 20F: 3 clusters Score -2.251485e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179805 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -22514964.000000 Penalty: 6038.674805
	Iteration 21Q: 3 clusters Score -2.251496e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180578 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -22515060.000000 Penalty: 6038.674805
	Iteration 22Q: 3 clusters Score -2.251506e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181273 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -22515138.000000 Penalty: 6038.674805
	Iteration 23Q: 3 clusters Score -2.251514e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181919 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -22515090.000000 Penalty: 6038.674805
	Iteration 24Q: 3 clusters Score -2.251509e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182463 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -22515182.000000 Penalty: 6038.674805
	Iteration 25Q: 3 clusters Score -2.251518e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182933 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -22515282.000000 Penalty: 6038.674805
	Iteration 26Q: 3 clusters Score -2.251528e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -22515338.000000 Penalty: 6038.674805
	Iteration 27Q: 3 clusters Score -2.251534e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183749 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -22515292.000000 Penalty: 6038.674805
	Iteration 28Q: 3 clusters Score -2.251529e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -22515312.000000 Penalty: 6038.674805
	Iteration 29Q: 3 clusters Score -2.251531e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184344 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -22515360.000000 Penalty: 6038.674805
	Iteration 30Q: 3 clusters Score -2.251536e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184576 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -22515326.000000 Penalty: 6038.674805
	Iteration 31Q: 3 clusters Score -2.251533e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184779 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -22515322.000000 Penalty: 6038.674805
	Iteration 32Q: 3 clusters Score -2.251532e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184953 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -22515328.000000 Penalty: 6038.674805
	Iteration 33Q: 3 clusters Score -2.251533e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185128 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -22515330.000000 Penalty: 6038.674805
	Iteration 34Q: 3 clusters Score -2.251533e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185289 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -22515308.000000 Penalty: 6038.674805
	Iteration 35Q: 3 clusters Score -2.251531e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185448 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -22515316.000000 Penalty: 6038.674805
	Iteration 36Q: 3 clusters Score -2.251532e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185576 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -22515284.000000 Penalty: 6038.674805
	Iteration 37Q: 3 clusters Score -2.251528e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185708 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -22515280.000000 Penalty: 6038.674805
	Iteration 38Q: 3 clusters Score -2.251528e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185849 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -22515268.000000 Penalty: 6038.674805
	Iteration 39Q: 3 clusters Score -2.251527e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185995 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -22515258.000000 Penalty: 6038.674805
	Iteration 40F: 3 clusters Score -2.251526e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -22515250.000000 Penalty: 6038.674805
	Iteration 41Q: 3 clusters Score -2.251525e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186240 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -22515240.000000 Penalty: 6038.674805
	Iteration 42Q: 3 clusters Score -2.251524e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186346 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -22515232.000000 Penalty: 6038.674805
	Iteration 43Q: 3 clusters Score -2.251523e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186444 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -22515246.000000 Penalty: 6038.674805
	Iteration 44Q: 3 clusters Score -2.251525e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186539 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -22515260.000000 Penalty: 6038.674805
	Iteration 45Q: 3 clusters Score -2.251526e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186637 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -22515252.000000 Penalty: 6038.674805
	Iteration 46Q: 3 clusters Score -2.251525e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186727 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -22515242.000000 Penalty: 6038.674805
	Iteration 47Q: 3 clusters Score -2.251524e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186807 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -22515242.000000 Penalty: 6038.674805
	Iteration 48Q: 3 clusters Score -2.251524e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -22515242.000000 Penalty: 6038.674805
	Iteration 49Q: 3 clusters Score -2.251524e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186968 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -22515222.000000 Penalty: 6038.674805
	Iteration 50Q: 3 clusters Score -2.251522e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187039 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -22515194.000000 Penalty: 6038.674805
	Iteration 51Q: 3 clusters Score -2.251519e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187100 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -22515178.000000 Penalty: 6038.674805
	Iteration 52Q: 3 clusters Score -2.251518e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187154 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -22515164.000000 Penalty: 6038.674805
	Iteration 53Q: 3 clusters Score -2.251516e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187220 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -22515136.000000 Penalty: 6038.674805
	Iteration 54Q: 3 clusters Score -2.251514e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -22515124.000000 Penalty: 6038.674805
	Iteration 55Q: 3 clusters Score -2.251512e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187360 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -22515110.000000 Penalty: 6038.674805
	Iteration 56Q: 3 clusters Score -2.251511e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -22515078.000000 Penalty: 6038.674805
	Iteration 57Q: 3 clusters Score -2.251508e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187476 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -22515056.000000 Penalty: 6038.674805
	Iteration 58Q: 3 clusters Score -2.251506e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -22515036.000000 Penalty: 6038.674805
	Iteration 59Q: 3 clusters Score -2.251504e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187557 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -22515050.000000 Penalty: 6038.674805
	Iteration 60F: 3 clusters Score -2.251505e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187600 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -22515058.000000 Penalty: 6038.674805
	Iteration 61Q: 3 clusters Score -2.251506e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187645 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -22515064.000000 Penalty: 6038.674805
	Iteration 62Q: 3 clusters Score -2.251506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187682 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -22515052.000000 Penalty: 6038.674805
	Iteration 63Q: 3 clusters Score -2.251505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187721 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -22515084.000000 Penalty: 6038.674805
	Iteration 64Q: 3 clusters Score -2.251508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -22515054.000000 Penalty: 6038.674805
	Iteration 65Q: 3 clusters Score -2.251505e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187806 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -22515084.000000 Penalty: 6038.674805
	Iteration 66Q: 3 clusters Score -2.251508e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187850 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -22515084.000000 Penalty: 6038.674805
	Iteration 67Q: 3 clusters Score -2.251508e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187891 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -22515050.000000 Penalty: 6038.674805
	Iteration 68Q: 3 clusters Score -2.251505e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187937 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -22515036.000000 Penalty: 6038.674805
	Iteration 69Q: 3 clusters Score -2.251504e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187984 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -22515028.000000 Penalty: 6038.674805
	Iteration 70Q: 3 clusters Score -2.251503e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188030 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -22515048.000000 Penalty: 6038.674805
	Iteration 71Q: 3 clusters Score -2.251505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188075 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -22515072.000000 Penalty: 6038.674805
	Iteration 72Q: 3 clusters Score -2.251507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188114 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -22515074.000000 Penalty: 6038.674805
	Iteration 73Q: 3 clusters Score -2.251507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188151 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -22515086.000000 Penalty: 6038.674805
	Iteration 74Q: 3 clusters Score -2.251509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188186 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -22515102.000000 Penalty: 6038.674805
	Iteration 75Q: 3 clusters Score -2.25151e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188214 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -22515102.000000 Penalty: 6038.674805
	Iteration 76Q: 3 clusters Score -2.25151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188239 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -22515100.000000 Penalty: 6038.674805
	Iteration 77Q: 3 clusters Score -2.25151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -22515074.000000 Penalty: 6038.674805
	Iteration 78Q: 3 clusters Score -2.251507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188278 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -22515064.000000 Penalty: 6038.674805
	Iteration 79Q: 3 clusters Score -2.251506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188296 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -22515062.000000 Penalty: 6038.674805
	Iteration 80F: 3 clusters Score -2.251506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188315 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -22515078.000000 Penalty: 6038.674805
	Iteration 81Q: 3 clusters Score -2.251508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188330 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -22515058.000000 Penalty: 6038.674805
	Iteration 82Q: 3 clusters Score -2.251506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188343 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -22515060.000000 Penalty: 6038.674805
	Iteration 83Q: 3 clusters Score -2.251506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188353 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -22515058.000000 Penalty: 6038.674805
	Iteration 84Q: 3 clusters Score -2.251506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188365 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -22515060.000000 Penalty: 6038.674805
	Iteration 85Q: 3 clusters Score -2.251506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188372 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -22515054.000000 Penalty: 6038.674805
	Iteration 86Q: 3 clusters Score -2.251505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188389 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -22515052.000000 Penalty: 6038.674805
	Iteration 87Q: 3 clusters Score -2.251505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188399 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -22515046.000000 Penalty: 6038.674805
	Iteration 88Q: 3 clusters Score -2.251505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188405 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -22515038.000000 Penalty: 6038.674805
	Iteration 89Q: 3 clusters Score -2.251504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188413 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -22515034.000000 Penalty: 6038.674805
	Iteration 90Q: 3 clusters Score -2.251503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188421 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -22515042.000000 Penalty: 6038.674805
	Iteration 91Q: 3 clusters Score -2.251504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188426 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -22515034.000000 Penalty: 6038.674805
	Iteration 92Q: 3 clusters Score -2.251503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188432 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -22515038.000000 Penalty: 6038.674805
	Iteration 93Q: 3 clusters Score -2.251504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188439 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -22515030.000000 Penalty: 6038.674805
	Iteration 94Q: 3 clusters Score -2.251503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188446 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -22515038.000000 Penalty: 6038.674805
	Iteration 95Q: 3 clusters Score -2.251504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188449 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -22515022.000000 Penalty: 6038.674805
	Iteration 96Q: 3 clusters Score -2.251502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188455 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -22515034.000000 Penalty: 6038.674805
	Iteration 97Q: 3 clusters Score -2.251503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188462 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -22515034.000000 Penalty: 6038.674805
	Iteration 98Q: 3 clusters Score -2.251503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188468 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -22515034.000000 Penalty: 6038.674805
	Iteration 99Q: 3 clusters Score -2.251503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188470 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -22515026.000000 Penalty: 6038.674805
	Iteration 100F: 3 clusters Score -2.251503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188472 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -22515020.000000 Penalty: 6038.674805
	Iteration 101Q: 3 clusters Score -2.251502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188474 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -22515034.000000 Penalty: 6038.674805
	Iteration 102Q: 3 clusters Score -2.251503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -22515032.000000 Penalty: 6038.674805
	Iteration 103Q: 3 clusters Score -2.251503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -22515032.000000 Penalty: 6038.674805
	Iteration 104F: 3 clusters Score -2.251503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Entering Unmasked Estep 
Score: -1259065.750000 Penalty: 2331.479248
	Iteration 0F: 2 clusters Score -1259066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1250089.875000 Penalty: 4662.958496
	Iteration 0F: 3 clusters Score -1250090 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1253023.000000 Penalty: 4662.958496
	Iteration 1F: 3 clusters Score -1253023 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1253666.125000 Penalty: 4662.958496
	Iteration 2F: 3 clusters Score -1253666 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1254232.500000 Penalty: 4662.958496
	Iteration 3F: 3 clusters Score -1254232 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1254806.625000 Penalty: 4662.958496
	Iteration 4F: 3 clusters Score -1254807 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1255322.500000 Penalty: 4662.958496
	Iteration 5F: 3 clusters Score -1255322 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1255708.750000 Penalty: 4662.958496
	Iteration 6F: 3 clusters Score -1255709 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1255992.500000 Penalty: 4662.958496
	Iteration 7Q: 3 clusters Score -1255992 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1256208.500000 Penalty: 4662.958496
	Iteration 8Q: 3 clusters Score -1256208 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1256385.750000 Penalty: 4662.958496
	Iteration 9Q: 3 clusters Score -1256386 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1256507.500000 Penalty: 4662.958496
	Iteration 10Q: 3 clusters Score -1256508 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1256584.375000 Penalty: 4662.958496
	Iteration 11Q: 3 clusters Score -1256584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1256630.625000 Penalty: 4662.958496
	Iteration 12Q: 3 clusters Score -1256631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1256665.500000 Penalty: 4662.958496
	Iteration 13Q: 3 clusters Score -1256666 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1256694.750000 Penalty: 4662.958496
	Iteration 14Q: 3 clusters Score -1256695 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1256715.250000 Penalty: 4662.958496
	Iteration 15Q: 3 clusters Score -1256715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1256739.500000 Penalty: 4662.958496
	Iteration 16Q: 3 clusters Score -1256740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1256757.875000 Penalty: 4662.958496
	Iteration 17Q: 3 clusters Score -1256758 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1256777.250000 Penalty: 4662.958496
	Iteration 18Q: 3 clusters Score -1256777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1256793.500000 Penalty: 4662.958496
	Iteration 19Q: 3 clusters Score -1256794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1256811.500000 Penalty: 4662.958496
	Iteration 20F: 3 clusters Score -1256812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1256822.625000 Penalty: 4662.958496
	Iteration 21Q: 3 clusters Score -1256823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1256834.000000 Penalty: 4662.958496
	Iteration 22Q: 3 clusters Score -1256834 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1256841.750000 Penalty: 4662.958496
	Iteration 23Q: 3 clusters Score -1256842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1256858.250000 Penalty: 4662.958496
	Iteration 24Q: 3 clusters Score -1256858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1256877.500000 Penalty: 4662.958496
	Iteration 25Q: 3 clusters Score -1256878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1256899.625000 Penalty: 4662.958496
	Iteration 26Q: 3 clusters Score -1256900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1256917.750000 Penalty: 4662.958496
	Iteration 27Q: 3 clusters Score -1256918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1256937.000000 Penalty: 4662.958496
	Iteration 28Q: 3 clusters Score -1256937 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1256955.250000 Penalty: 4662.958496
	Iteration 29Q: 3 clusters Score -1256955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1256970.500000 Penalty: 4662.958496
	Iteration 30Q: 3 clusters Score -1256970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1256984.375000 Penalty: 4662.958496
	Iteration 31Q: 3 clusters Score -1256984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1256999.375000 Penalty: 4662.958496
	Iteration 32Q: 3 clusters Score -1256999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1257017.125000 Penalty: 4662.958496
	Iteration 33Q: 3 clusters Score -1257017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1257038.250000 Penalty: 4662.958496
	Iteration 34Q: 3 clusters Score -1257038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1257050.250000 Penalty: 4662.958496
	Iteration 35Q: 3 clusters Score -1257050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1257054.250000 Penalty: 4662.958496
	Iteration 36Q: 3 clusters Score -1257054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1257062.250000 Penalty: 4662.958496
	Iteration 37Q: 3 clusters Score -1257062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1257068.125000 Penalty: 4662.958496
	Iteration 38Q: 3 clusters Score -1257068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1257075.125000 Penalty: 4662.958496
	Iteration 39Q: 3 clusters Score -1257075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1257076.125000 Penalty: 4662.958496
	Iteration 40F: 3 clusters Score -1257076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1257088.125000 Penalty: 4662.958496
	Iteration 41Q: 3 clusters Score -1257088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1257093.375000 Penalty: 4662.958496
	Iteration 42Q: 3 clusters Score -1257093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1257101.375000 Penalty: 4662.958496
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1257121 nChanged 39
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1257129 nChanged 31
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Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1257135 nChanged 28
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Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1257144 nChanged 38
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Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9064 members 
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	Iteration 49Q: 3 clusters Score -1257150 nChanged 36
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 9100 members 
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	Iteration 50Q: 3 clusters Score -1257157 nChanged 37
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Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1257168 nChanged 40
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Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1257184 nChanged 44
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Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1257195 nChanged 43
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Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1257208 nChanged 39
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Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1257217 nChanged 42
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Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9333 members 
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	Iteration 56Q: 3 clusters Score -1257229 nChanged 47
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Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9372 members 
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	Iteration 57Q: 3 clusters Score -1257248 nChanged 47
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9417 members 
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	Iteration 58Q: 3 clusters Score -1257260 nChanged 41
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Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1257269 nChanged 38
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Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9492 members 
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	Iteration 60F: 3 clusters Score -1257278 nChanged 42
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Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1257288 nChanged 42
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1257302 nChanged 40
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Mstep: Class 1 contains 2490 members 
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	Iteration 63Q: 3 clusters Score -1257310 nChanged 33
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Mstep: Class 1 contains 2459 members 
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	Iteration 64Q: 3 clusters Score -1257322 nChanged 38
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Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9677 members 
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	Iteration 65Q: 3 clusters Score -1257328 nChanged 30
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Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9703 members 
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	Iteration 66Q: 3 clusters Score -1257337 nChanged 29
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Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9732 members 
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	Iteration 68Q: 3 clusters Score -1257355 nChanged 39
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	Iteration 69Q: 3 clusters Score -1257367 nChanged 36
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Mstep: Class 1 contains 2280 members 
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Mstep: Class 1 contains 2254 members 
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Mstep: Class 1 contains 2222 members 
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Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9906 members 
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Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9942 members 
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	Iteration 74Q: 3 clusters Score -1257420 nChanged 39
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Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9979 members 
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	Iteration 75Q: 3 clusters Score -1257440 nChanged 39
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Mstep: Class 1 contains 2086 members 
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	Iteration 76Q: 3 clusters Score -1257456 nChanged 45
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Mstep: Class 1 contains 2043 members 
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	Iteration 77Q: 3 clusters Score -1257467 nChanged 31
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	Iteration 78Q: 3 clusters Score -1257473 nChanged 30
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Mstep: Class 1 contains 1990 members 
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	Iteration 79Q: 3 clusters Score -1257480 nChanged 27
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Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10139 members 
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	Iteration 80F: 3 clusters Score -1257489 nChanged 25
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Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10162 members 
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	Iteration 81Q: 3 clusters Score -1257494 nChanged 27
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Mstep: Class 1 contains 1919 members 
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	Iteration 82Q: 3 clusters Score -1257502 nChanged 23
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 10200 members 
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	Iteration 83Q: 3 clusters Score -1257510 nChanged 28
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Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10224 members 
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	Iteration 84Q: 3 clusters Score -1257518 nChanged 19
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Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10241 members 
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	Iteration 85Q: 3 clusters Score -1257526 nChanged 19
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Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10260 members 
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	Iteration 86Q: 3 clusters Score -1257528 nChanged 14
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Mstep: Class 1 contains 1828 members 
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	Iteration 87Q: 3 clusters Score -1257532 nChanged 12
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Mstep: Class 1 contains 1818 members 
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	Iteration 88Q: 3 clusters Score -1257534 nChanged 10
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Mstep: Class 1 contains 1810 members 
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	Iteration 89Q: 3 clusters Score -1257538 nChanged 4
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Mstep: Class 1 contains 1806 members 
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	Iteration 90Q: 3 clusters Score -1257538 nChanged 8
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Mstep: Class 1 contains 1798 members 
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	Iteration 91Q: 3 clusters Score -1257540 nChanged 9
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Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10313 members 
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	Iteration 92Q: 3 clusters Score -1257545 nChanged 9
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	Iteration 93Q: 3 clusters Score -1257545 nChanged 6
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	Iteration 94Q: 3 clusters Score -1257545 nChanged 5
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Mstep: Class 1 contains 1769 members 
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	Iteration 95Q: 3 clusters Score -1257548 nChanged 5
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Mstep: Class 1 contains 1764 members 
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	Iteration 96Q: 3 clusters Score -1257550 nChanged 6
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Mstep: Class 1 contains 1758 members 
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	Iteration 97Q: 3 clusters Score -1257550 nChanged 2
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	Iteration 98Q: 3 clusters Score -1257552 nChanged 5
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Mstep: Class 1 contains 1751 members 
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	Iteration 99Q: 3 clusters Score -1257555 nChanged 2
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Mstep: Class 1 contains 1749 members 
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	Iteration 100F: 3 clusters Score -1257555 nChanged 3
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Mstep: Class 1 contains 1746 members 
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	Iteration 101Q: 3 clusters Score -1257556 nChanged 4
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	Iteration 102Q: 3 clusters Score -1257555 nChanged 4
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	Iteration 103Q: 3 clusters Score -1257557 nChanged 3
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	Iteration 104Q: 3 clusters Score -1257557 nChanged 3
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	Iteration 105Q: 3 clusters Score -1257560 nChanged 2
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	Iteration 106Q: 3 clusters Score -1257560 nChanged 5
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	Iteration 107Q: 3 clusters Score -1257562 nChanged 2
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	Iteration 108Q: 3 clusters Score -1257563 nChanged 2
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Mstep: Class 1 contains 1723 members 
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	Iteration 109Q: 3 clusters Score -1257562 nChanged 3
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	Iteration 110Q: 3 clusters Score -1257561 nChanged 5
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	Iteration 111Q: 3 clusters Score -1257564 nChanged 5
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	Iteration 112Q: 3 clusters Score -1257562 nChanged 3
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	Iteration 113Q: 3 clusters Score -1257563 nChanged 1
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	Iteration 114Q: 3 clusters Score -1257562 nChanged 4
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	Iteration 115Q: 3 clusters Score -1257564 nChanged 6
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	Iteration 116Q: 3 clusters Score -1257565 nChanged 7
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	Iteration 117Q: 3 clusters Score -1257564 nChanged 8
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Mstep: Class 1 contains 1685 members 
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	Iteration 118Q: 3 clusters Score -1257570 nChanged 11
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	Iteration 119Q: 3 clusters Score -1257575 nChanged 17
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	Iteration 120F: 3 clusters Score -1257584 nChanged 16
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	Iteration 121Q: 3 clusters Score -1257584 nChanged 15
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	Iteration 122Q: 3 clusters Score -1257590 nChanged 9
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	Iteration 123Q: 3 clusters Score -1257594 nChanged 12
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	Iteration 124Q: 3 clusters Score -1257597 nChanged 9
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	Iteration 125Q: 3 clusters Score -1257602 nChanged 6
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	Iteration 126Q: 3 clusters Score -1257601 nChanged 6
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	Iteration 127Q: 3 clusters Score -1257604 nChanged 6
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	Iteration 128Q: 3 clusters Score -1257604 nChanged 8
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	Iteration 129Q: 3 clusters Score -1257610 nChanged 8
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	Iteration 130Q: 3 clusters Score -1257613 nChanged 6
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	Iteration 131Q: 3 clusters Score -1257614 nChanged 3
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	Iteration 132Q: 3 clusters Score -1257615 nChanged 3
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	Iteration 133Q: 3 clusters Score -1257614 nChanged 2
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	Iteration 134Q: 3 clusters Score -1257617 nChanged 1
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	Iteration 135Q: 3 clusters Score -1257615 nChanged 1
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	Iteration 136Q: 3 clusters Score -1257615 nChanged 2
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Entering Unmasked Estep 
Score: -1257615.500000 Penalty: 4662.958496
	Iteration 137Q: 3 clusters Score -1257616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1257617.625000 Penalty: 4662.958496
	Iteration 138Q: 3 clusters Score -1257618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1257618.500000 Penalty: 4662.958496
	Iteration 139Q: 3 clusters Score -1257618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1257619.500000 Penalty: 4662.958496
	Iteration 140F: 3 clusters Score -1257620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1257627.750000 Penalty: 4662.958496
	Iteration 141Q: 3 clusters Score -1257628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1257631.875000 Penalty: 4662.958496
	Iteration 142Q: 3 clusters Score -1257632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1257636.000000 Penalty: 4662.958496
	Iteration 143Q: 3 clusters Score -1257636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1257643.000000 Penalty: 4662.958496
	Iteration 144Q: 3 clusters Score -1257643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1257645.500000 Penalty: 4662.958496
	Iteration 145Q: 3 clusters Score -1257646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1257649.750000 Penalty: 4662.958496
	Iteration 146Q: 3 clusters Score -1257650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1257655.000000 Penalty: 4662.958496
	Iteration 147Q: 3 clusters Score -1257655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1257658.625000 Penalty: 4662.958496
	Iteration 148Q: 3 clusters Score -1257659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1257660.375000 Penalty: 4662.958496
	Iteration 149Q: 3 clusters Score -1257660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1257662.625000 Penalty: 4662.958496
	Iteration 150Q: 3 clusters Score -1257663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1257666.000000 Penalty: 4662.958496
	Iteration 151Q: 3 clusters Score -1257666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1257667.625000 Penalty: 4662.958496
	Iteration 152Q: 3 clusters Score -1257668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1257667.500000 Penalty: 4662.958496
	Iteration 153Q: 3 clusters Score -1257668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1257672.125000 Penalty: 4662.958496
	Iteration 154Q: 3 clusters Score -1257672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1257671.750000 Penalty: 4662.958496
	Iteration 155Q: 3 clusters Score -1257672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1257672.125000 Penalty: 4662.958496
	Iteration 156Q: 3 clusters Score -1257672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1257671.000000 Penalty: 4662.958496
	Iteration 157Q: 3 clusters Score -1257671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1257672.625000 Penalty: 4662.958496
	Iteration 158Q: 3 clusters Score -1257673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1257671.875000 Penalty: 4662.958496
	Iteration 159Q: 3 clusters Score -1257672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1257671.875000 Penalty: 4662.958496
	Iteration 160F: 3 clusters Score -1257672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Entering Unmasked Estep 
Score: -6674344.000000 Penalty: 2721.132812
	Iteration 0F: 2 clusters Score -6674344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -6634979.000000 Penalty: 5442.265625
	Iteration 0F: 3 clusters Score -6634979 nChanged 27241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -6650366.500000 Penalty: 5442.265625
	Iteration 1F: 3 clusters Score -6650366 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -6651263.500000 Penalty: 5442.265625
	Iteration 2Q: 3 clusters Score -6651264 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -6652448.500000 Penalty: 5442.265625
	Iteration 3Q: 3 clusters Score -6652448 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -6653996.000000 Penalty: 5442.265625
	Iteration 4F: 3 clusters Score -6653996 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -6655888.000000 Penalty: 5442.265625
	Iteration 5F: 3 clusters Score -6655888 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -6658061.000000 Penalty: 5442.265625
	Iteration 6F: 3 clusters Score -6658061 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -6660641.000000 Penalty: 5442.265625
	Iteration 7F: 3 clusters Score -6660641 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -6663520.500000 Penalty: 5442.265625
	Iteration 8F: 3 clusters Score -6663520 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -6666744.500000 Penalty: 5442.265625
	Iteration 9F: 3 clusters Score -6666744 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -6669050.000000 Penalty: 5442.265625
	Iteration 10Q: 3 clusters Score -6669050 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -6670360.500000 Penalty: 5442.265625
	Iteration 11Q: 3 clusters Score -6670360 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -6671119.500000 Penalty: 5442.265625
	Iteration 12Q: 3 clusters Score -6671120 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -6671640.000000 Penalty: 5442.265625
	Iteration 13Q: 3 clusters Score -6671640 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6671996.500000 Penalty: 5442.265625
	Iteration 14Q: 3 clusters Score -6671996 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -6672234.500000 Penalty: 5442.265625
	Iteration 15Q: 3 clusters Score -6672234 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -6672354.000000 Penalty: 5442.265625
	Iteration 16Q: 3 clusters Score -6672354 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -6672508.000000 Penalty: 5442.265625
	Iteration 17Q: 3 clusters Score -6672508 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -6672592.000000 Penalty: 5442.265625
	Iteration 18Q: 3 clusters Score -6672592 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -6672649.000000 Penalty: 5442.265625
	Iteration 19Q: 3 clusters Score -6672649 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -6672723.000000 Penalty: 5442.265625
	Iteration 20F: 3 clusters Score -6672723 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -6672759.500000 Penalty: 5442.265625
	Iteration 21Q: 3 clusters Score -6672760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6672787.500000 Penalty: 5442.265625
	Iteration 22Q: 3 clusters Score -6672788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -6672785.000000 Penalty: 5442.265625
	Iteration 23Q: 3 clusters Score -6672785 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -6672803.500000 Penalty: 5442.265625
	Iteration 24Q: 3 clusters Score -6672804 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -6672821.500000 Penalty: 5442.265625
	Iteration 25Q: 3 clusters Score -6672822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -6672837.500000 Penalty: 5442.265625
	Iteration 26Q: 3 clusters Score -6672838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -6672850.000000 Penalty: 5442.265625
	Iteration 27Q: 3 clusters Score -6672850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -6672849.000000 Penalty: 5442.265625
	Iteration 28Q: 3 clusters Score -6672849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6672862.500000 Penalty: 5442.265625
	Iteration 29Q: 3 clusters Score -6672862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -6672872.500000 Penalty: 5442.265625
	Iteration 30Q: 3 clusters Score -6672872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -6672883.500000 Penalty: 5442.265625
	Iteration 31Q: 3 clusters Score -6672884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -6672895.000000 Penalty: 5442.265625
	Iteration 32Q: 3 clusters Score -6672895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -6672893.000000 Penalty: 5442.265625
	Iteration 33Q: 3 clusters Score -6672893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6672887.000000 Penalty: 5442.265625
	Iteration 34Q: 3 clusters Score -6672887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -6672891.500000 Penalty: 5442.265625
	Iteration 35Q: 3 clusters Score -6672892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6672885.500000 Penalty: 5442.265625
	Iteration 36Q: 3 clusters Score -6672886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -6672905.500000 Penalty: 5442.265625
	Iteration 37Q: 3 clusters Score -6672906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -6672903.000000 Penalty: 5442.265625
	Iteration 38Q: 3 clusters Score -6672903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -6672908.000000 Penalty: 5442.265625
	Iteration 39Q: 3 clusters Score -6672908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6672908.500000 Penalty: 5442.265625
	Iteration 40F: 3 clusters Score -6672908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -6672904.000000 Penalty: 5442.265625
	Iteration 41Q: 3 clusters Score -6672904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6672901.500000 Penalty: 5442.265625
	Iteration 42Q: 3 clusters Score -6672902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -6672907.000000 Penalty: 5442.265625
	Iteration 43Q: 3 clusters Score -6672907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53830 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -6672910.000000 Penalty: 5442.265625
	Iteration 44Q: 3 clusters Score -6672910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -6672911.500000 Penalty: 5442.265625
	Iteration 45Q: 3 clusters Score -6672912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -6672914.000000 Penalty: 5442.265625
	Iteration 46Q: 3 clusters Score -6672914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -6672905.000000 Penalty: 5442.265625
	Iteration 47Q: 3 clusters Score -6672905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -6672911.500000 Penalty: 5442.265625
	Iteration 48Q: 3 clusters Score -6672912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6672913.500000 Penalty: 5442.265625
	Iteration 49Q: 3 clusters Score -6672914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -6672919.500000 Penalty: 5442.265625
	Iteration 50Q: 3 clusters Score -6672920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6672907.000000 Penalty: 5442.265625
	Iteration 51Q: 3 clusters Score -6672907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6672907.500000 Penalty: 5442.265625
	Iteration 52Q: 3 clusters Score -6672908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -6672906.500000 Penalty: 5442.265625
	Iteration 53Q: 3 clusters Score -6672906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6672916.000000 Penalty: 5442.265625
	Iteration 54Q: 3 clusters Score -6672916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53913 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -6672908.000000 Penalty: 5442.265625
	Iteration 55Q: 3 clusters Score -6672908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6672908.500000 Penalty: 5442.265625
	Iteration 56Q: 3 clusters Score -6672908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -6672901.500000 Penalty: 5442.265625
	Iteration 57Q: 3 clusters Score -6672902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6672908.500000 Penalty: 5442.265625
	Iteration 58Q: 3 clusters Score -6672908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6672907.500000 Penalty: 5442.265625
	Iteration 59Q: 3 clusters Score -6672908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6672911.500000 Penalty: 5442.265625
	Iteration 60F: 3 clusters Score -6672912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6672906.500000 Penalty: 5442.265625
	Iteration 61Q: 3 clusters Score -6672906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -6672908.000000 Penalty: 5442.265625
	Iteration 62Q: 3 clusters Score -6672908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -6672904.000000 Penalty: 5442.265625
	Iteration 63Q: 3 clusters Score -6672904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6672902.000000 Penalty: 5442.265625
	Iteration 64Q: 3 clusters Score -6672902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -6672902.000000 Penalty: 5442.265625
	Iteration 65F: 3 clusters Score -6672902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Entering Unmasked Estep 
Score: -1469350.250000 Penalty: 2351.036621
	Iteration 0F: 2 clusters Score -1469350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1459718.750000 Penalty: 4702.073242
	Iteration 0F: 3 clusters Score -1459719 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1462651.250000 Penalty: 4702.073242
	Iteration 1F: 3 clusters Score -1462651 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1463033.625000 Penalty: 4702.073242
	Iteration 2F: 3 clusters Score -1463034 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1463339.375000 Penalty: 4702.073242
	Iteration 3F: 3 clusters Score -1463339 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1463606.000000 Penalty: 4702.073242
	Iteration 4Q: 3 clusters Score -1463606 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1463873.250000 Penalty: 4702.073242
	Iteration 5Q: 3 clusters Score -1463873 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1464158.250000 Penalty: 4702.073242
	Iteration 6Q: 3 clusters Score -1464158 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1464426.500000 Penalty: 4702.073242
	Iteration 7Q: 3 clusters Score -1464426 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1464684.250000 Penalty: 4702.073242
	Iteration 8Q: 3 clusters Score -1464684 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1464907.125000 Penalty: 4702.073242
	Iteration 9Q: 3 clusters Score -1464907 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1465126.875000 Penalty: 4702.073242
	Iteration 10Q: 3 clusters Score -1465127 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1465305.625000 Penalty: 4702.073242
	Iteration 11Q: 3 clusters Score -1465306 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1465470.125000 Penalty: 4702.073242
	Iteration 12Q: 3 clusters Score -1465470 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1465621.000000 Penalty: 4702.073242
	Iteration 13Q: 3 clusters Score -1465621 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1465745.750000 Penalty: 4702.073242
	Iteration 14Q: 3 clusters Score -1465746 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1465872.875000 Penalty: 4702.073242
	Iteration 15Q: 3 clusters Score -1465873 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1466005.125000 Penalty: 4702.073242
	Iteration 16Q: 3 clusters Score -1466005 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1466104.125000 Penalty: 4702.073242
	Iteration 17Q: 3 clusters Score -1466104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1466185.500000 Penalty: 4702.073242
	Iteration 18Q: 3 clusters Score -1466186 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1466257.250000 Penalty: 4702.073242
	Iteration 19Q: 3 clusters Score -1466257 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1466326.000000 Penalty: 4702.073242
	Iteration 20F: 3 clusters Score -1466326 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1466391.500000 Penalty: 4702.073242
	Iteration 21Q: 3 clusters Score -1466392 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1466443.375000 Penalty: 4702.073242
	Iteration 22Q: 3 clusters Score -1466443 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1466482.250000 Penalty: 4702.073242
	Iteration 23Q: 3 clusters Score -1466482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1466503.750000 Penalty: 4702.073242
	Iteration 24Q: 3 clusters Score -1466504 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1466532.250000 Penalty: 4702.073242
	Iteration 25Q: 3 clusters Score -1466532 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1466552.875000 Penalty: 4702.073242
	Iteration 26Q: 3 clusters Score -1466553 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1466565.500000 Penalty: 4702.073242
	Iteration 27Q: 3 clusters Score -1466566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1466582.375000 Penalty: 4702.073242
	Iteration 28Q: 3 clusters Score -1466582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1466596.250000 Penalty: 4702.073242
	Iteration 29Q: 3 clusters Score -1466596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1466604.125000 Penalty: 4702.073242
	Iteration 30Q: 3 clusters Score -1466604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1466611.250000 Penalty: 4702.073242
	Iteration 31Q: 3 clusters Score -1466611 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1466623.250000 Penalty: 4702.073242
	Iteration 32Q: 3 clusters Score -1466623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1466626.875000 Penalty: 4702.073242
	Iteration 33Q: 3 clusters Score -1466627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1466628.625000 Penalty: 4702.073242
	Iteration 34Q: 3 clusters Score -1466629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1466636.875000 Penalty: 4702.073242
	Iteration 35Q: 3 clusters Score -1466637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1466637.750000 Penalty: 4702.073242
	Iteration 36Q: 3 clusters Score -1466638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1466644.875000 Penalty: 4702.073242
	Iteration 37Q: 3 clusters Score -1466645 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1466655.125000 Penalty: 4702.073242
	Iteration 38Q: 3 clusters Score -1466655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1466659.500000 Penalty: 4702.073242
	Iteration 39Q: 3 clusters Score -1466660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1466674.000000 Penalty: 4702.073242
	Iteration 40F: 3 clusters Score -1466674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1466675.750000 Penalty: 4702.073242
	Iteration 41Q: 3 clusters Score -1466676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1466683.000000 Penalty: 4702.073242
	Iteration 42Q: 3 clusters Score -1466683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1466677.500000 Penalty: 4702.073242
	Iteration 43Q: 3 clusters Score -1466678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1466681.000000 Penalty: 4702.073242
	Iteration 44Q: 3 clusters Score -1466681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1466688.250000 Penalty: 4702.073242
	Iteration 45Q: 3 clusters Score -1466688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1466691.250000 Penalty: 4702.073242
	Iteration 46Q: 3 clusters Score -1466691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1466699.375000 Penalty: 4702.073242
	Iteration 47Q: 3 clusters Score -1466699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1466697.500000 Penalty: 4702.073242
	Iteration 48Q: 3 clusters Score -1466698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1466707.250000 Penalty: 4702.073242
	Iteration 49Q: 3 clusters Score -1466707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1466706.750000 Penalty: 4702.073242
	Iteration 50Q: 3 clusters Score -1466707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1466712.625000 Penalty: 4702.073242
	Iteration 51Q: 3 clusters Score -1466713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1466716.250000 Penalty: 4702.073242
	Iteration 52Q: 3 clusters Score -1466716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1466722.375000 Penalty: 4702.073242
	Iteration 53Q: 3 clusters Score -1466722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1466729.625000 Penalty: 4702.073242
	Iteration 54Q: 3 clusters Score -1466730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1466741.250000 Penalty: 4702.073242
	Iteration 55Q: 3 clusters Score -1466741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1466753.875000 Penalty: 4702.073242
	Iteration 56Q: 3 clusters Score -1466754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1466754.000000 Penalty: 4702.073242
	Iteration 57Q: 3 clusters Score -1466754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1466761.000000 Penalty: 4702.073242
	Iteration 58Q: 3 clusters Score -1466761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1466772.375000 Penalty: 4702.073242
	Iteration 59Q: 3 clusters Score -1466772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1466774.625000 Penalty: 4702.073242
	Iteration 60F: 3 clusters Score -1466775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1466786.375000 Penalty: 4702.073242
	Iteration 61Q: 3 clusters Score -1466786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1466795.250000 Penalty: 4702.073242
	Iteration 62Q: 3 clusters Score -1466795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1466806.750000 Penalty: 4702.073242
	Iteration 63Q: 3 clusters Score -1466807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1466823.000000 Penalty: 4702.073242
	Iteration 64Q: 3 clusters Score -1466823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1466828.000000 Penalty: 4702.073242
	Iteration 65Q: 3 clusters Score -1466828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1466839.750000 Penalty: 4702.073242
	Iteration 66Q: 3 clusters Score -1466840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1466847.250000 Penalty: 4702.073242
	Iteration 67Q: 3 clusters Score -1466847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1466854.000000 Penalty: 4702.073242
	Iteration 68Q: 3 clusters Score -1466854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1466861.000000 Penalty: 4702.073242
	Iteration 69Q: 3 clusters Score -1466861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1466867.250000 Penalty: 4702.073242
	Iteration 70Q: 3 clusters Score -1466867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1466879.375000 Penalty: 4702.073242
	Iteration 71Q: 3 clusters Score -1466879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1466894.625000 Penalty: 4702.073242
	Iteration 72Q: 3 clusters Score -1466895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1466905.750000 Penalty: 4702.073242
	Iteration 73Q: 3 clusters Score -1466906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1466918.750000 Penalty: 4702.073242
	Iteration 74Q: 3 clusters Score -1466919 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1466932.125000 Penalty: 4702.073242
	Iteration 75Q: 3 clusters Score -1466932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1466941.875000 Penalty: 4702.073242
	Iteration 76Q: 3 clusters Score -1466942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1466955.375000 Penalty: 4702.073242
	Iteration 77Q: 3 clusters Score -1466955 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1466967.750000 Penalty: 4702.073242
	Iteration 78Q: 3 clusters Score -1466968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1466979.500000 Penalty: 4702.073242
	Iteration 79Q: 3 clusters Score -1466980 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1466988.000000 Penalty: 4702.073242
	Iteration 80F: 3 clusters Score -1466988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1467005.250000 Penalty: 4702.073242
	Iteration 81Q: 3 clusters Score -1467005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1467015.625000 Penalty: 4702.073242
	Iteration 82Q: 3 clusters Score -1467016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1467038.625000 Penalty: 4702.073242
	Iteration 83Q: 3 clusters Score -1467039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1467047.125000 Penalty: 4702.073242
	Iteration 84Q: 3 clusters Score -1467047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1467067.500000 Penalty: 4702.073242
	Iteration 85Q: 3 clusters Score -1467068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1467077.375000 Penalty: 4702.073242
	Iteration 86Q: 3 clusters Score -1467077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1467090.750000 Penalty: 4702.073242
	Iteration 87Q: 3 clusters Score -1467091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1467107.750000 Penalty: 4702.073242
	Iteration 88Q: 3 clusters Score -1467108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1467131.750000 Penalty: 4702.073242
	Iteration 89Q: 3 clusters Score -1467132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1467153.750000 Penalty: 4702.073242
	Iteration 90Q: 3 clusters Score -1467154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1467173.125000 Penalty: 4702.073242
	Iteration 91Q: 3 clusters Score -1467173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1467192.250000 Penalty: 4702.073242
	Iteration 92Q: 3 clusters Score -1467192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1467220.375000 Penalty: 4702.073242
	Iteration 93Q: 3 clusters Score -1467220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1467246.750000 Penalty: 4702.073242
	Iteration 94Q: 3 clusters Score -1467247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1467270.125000 Penalty: 4702.073242
	Iteration 95Q: 3 clusters Score -1467270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1467290.750000 Penalty: 4702.073242
	Iteration 96Q: 3 clusters Score -1467291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1467308.125000 Penalty: 4702.073242
	Iteration 97Q: 3 clusters Score -1467308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1467325.875000 Penalty: 4702.073242
	Iteration 98Q: 3 clusters Score -1467326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1467338.250000 Penalty: 4702.073242
	Iteration 99Q: 3 clusters Score -1467338 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1467351.875000 Penalty: 4702.073242
	Iteration 100F: 3 clusters Score -1467352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1467365.625000 Penalty: 4702.073242
	Iteration 101Q: 3 clusters Score -1467366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1467375.500000 Penalty: 4702.073242
	Iteration 102Q: 3 clusters Score -1467376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1467385.000000 Penalty: 4702.073242
	Iteration 103Q: 3 clusters Score -1467385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1467395.375000 Penalty: 4702.073242
	Iteration 104Q: 3 clusters Score -1467395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1467407.000000 Penalty: 4702.073242
	Iteration 105Q: 3 clusters Score -1467407 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1467414.000000 Penalty: 4702.073242
	Iteration 106Q: 3 clusters Score -1467414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1467428.250000 Penalty: 4702.073242
	Iteration 107Q: 3 clusters Score -1467428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1467441.750000 Penalty: 4702.073242
	Iteration 108Q: 3 clusters Score -1467442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1467452.125000 Penalty: 4702.073242
	Iteration 109Q: 3 clusters Score -1467452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1467461.625000 Penalty: 4702.073242
	Iteration 110Q: 3 clusters Score -1467462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1467474.125000 Penalty: 4702.073242
	Iteration 111Q: 3 clusters Score -1467474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1467483.500000 Penalty: 4702.073242
	Iteration 112Q: 3 clusters Score -1467484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1467495.750000 Penalty: 4702.073242
	Iteration 113Q: 3 clusters Score -1467496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1467519.625000 Penalty: 4702.073242
	Iteration 114Q: 3 clusters Score -1467520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1467534.750000 Penalty: 4702.073242
	Iteration 115Q: 3 clusters Score -1467535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1467562.250000 Penalty: 4702.073242
	Iteration 116Q: 3 clusters Score -1467562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1467577.125000 Penalty: 4702.073242
	Iteration 117Q: 3 clusters Score -1467577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1467605.500000 Penalty: 4702.073242
	Iteration 118Q: 3 clusters Score -1467606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1467626.250000 Penalty: 4702.073242
	Iteration 119Q: 3 clusters Score -1467626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1467640.625000 Penalty: 4702.073242
	Iteration 120F: 3 clusters Score -1467641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1467648.875000 Penalty: 4702.073242
	Iteration 121Q: 3 clusters Score -1467649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1467659.250000 Penalty: 4702.073242
	Iteration 122Q: 3 clusters Score -1467659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1467669.625000 Penalty: 4702.073242
	Iteration 123Q: 3 clusters Score -1467670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1467672.500000 Penalty: 4702.073242
	Iteration 124Q: 3 clusters Score -1467672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1467676.125000 Penalty: 4702.073242
	Iteration 125Q: 3 clusters Score -1467676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1467681.125000 Penalty: 4702.073242
	Iteration 126Q: 3 clusters Score -1467681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1467679.125000 Penalty: 4702.073242
	Iteration 127Q: 3 clusters Score -1467679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1467680.875000 Penalty: 4702.073242
	Iteration 128Q: 3 clusters Score -1467681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1467679.500000 Penalty: 4702.073242
	Iteration 129Q: 3 clusters Score -1467680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1467679.750000 Penalty: 4702.073242
	Iteration 130Q: 3 clusters Score -1467680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1467678.500000 Penalty: 4702.073242
	Iteration 131Q: 3 clusters Score -1467678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1467681.125000 Penalty: 4702.073242
	Iteration 132Q: 3 clusters Score -1467681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1467681.375000 Penalty: 4702.073242
	Iteration 133Q: 3 clusters Score -1467681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1467681.375000 Penalty: 4702.073242
	Iteration 134F: 3 clusters Score -1467681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -782491.187500 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -782491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -776735.687500 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -776735.7 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -778235.250000 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -778235.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -778448.312500 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -778448.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -778603.312500 Penalty: 4396.493652
	Iteration 3Q: 3 clusters Score -778603.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -778740.187500 Penalty: 4396.493652
	Iteration 4Q: 3 clusters Score -778740.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -778855.937500 Penalty: 4396.493652
	Iteration 5Q: 3 clusters Score -778855.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -778975.187500 Penalty: 4396.493652
	Iteration 6Q: 3 clusters Score -778975.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -779090.625000 Penalty: 4396.493652
	Iteration 7Q: 3 clusters Score -779090.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -779208.875000 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -779208.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -779313.375000 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -779313.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -779412.312500 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -779412.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -779528.062500 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -779528.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -779644.062500 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -779644.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -779752.437500 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -779752.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -779851.812500 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -779851.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -779928.187500 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -779928.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -779998.000000 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -779998 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -780065.875000 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -780065.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -780127.125000 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -780127.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -780188.375000 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -780188.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -780253.937500 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -780253.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -780324.750000 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -780324.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -780377.687500 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -780377.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -780420.187500 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -780420.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -780469.812500 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -780469.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -780504.875000 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -780504.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -780533.500000 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -780533.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -780569.937500 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -780569.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -780605.062500 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -780605.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -780629.812500 Penalty: 4396.493652
	Iteration 29Q: 3 clusters Score -780629.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -780640.187500 Penalty: 4396.493652
	Iteration 30Q: 3 clusters Score -780640.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -780647.937500 Penalty: 4396.493652
	Iteration 31Q: 3 clusters Score -780647.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -780655.437500 Penalty: 4396.493652
	Iteration 32Q: 3 clusters Score -780655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -780660.000000 Penalty: 4396.493652
	Iteration 33Q: 3 clusters Score -780660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -780664.312500 Penalty: 4396.493652
	Iteration 34Q: 3 clusters Score -780664.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -780669.750000 Penalty: 4396.493652
	Iteration 35Q: 3 clusters Score -780669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -780674.437500 Penalty: 4396.493652
	Iteration 36Q: 3 clusters Score -780674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -780675.375000 Penalty: 4396.493652
	Iteration 37Q: 3 clusters Score -780675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -780676.000000 Penalty: 4396.493652
	Iteration 38Q: 3 clusters Score -780676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -780674.437500 Penalty: 4396.493652
	Iteration 39Q: 3 clusters Score -780674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -780674.437500 Penalty: 4396.493652
	Iteration 40F: 3 clusters Score -780674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (257631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257631 members 
Entering Unmasked Estep 
Score: -30017786.000000 Penalty: 3089.902344
	Iteration 0F: 2 clusters Score -3.001779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129124 members 
Mstep: Class 2 contains 128507 members 
Entering Unmasked Estep 
Score: -29861294.000000 Penalty: 6179.804688
	Iteration 0F: 3 clusters Score -2.986129e+07 nChanged 124663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 123678 members 
Entering Unmasked Estep 
Score: -29934750.000000 Penalty: 6179.804688
	Iteration 1F: 3 clusters Score -2.993475e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136908 members 
Mstep: Class 2 contains 120723 members 
Entering Unmasked Estep 
Score: -29936344.000000 Penalty: 6179.804688
	Iteration 2Q: 3 clusters Score -2.993634e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141322 members 
Mstep: Class 2 contains 116309 members 
Entering Unmasked Estep 
Score: -29938660.000000 Penalty: 6179.804688
	Iteration 3Q: 3 clusters Score -2.993866e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147630 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -29941914.000000 Penalty: 6179.804688
	Iteration 4Q: 3 clusters Score -2.994191e+07 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -29946870.000000 Penalty: 6179.804688
	Iteration 5Q: 3 clusters Score -2.994687e+07 nChanged 13779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169899 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -29954482.000000 Penalty: 6179.804688
	Iteration 6F: 3 clusters Score -2.995448e+07 nChanged 17273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186866 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -29965098.000000 Penalty: 6179.804688
	Iteration 7F: 3 clusters Score -2.99651e+07 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205925 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -29977778.000000 Penalty: 6179.804688
	Iteration 8F: 3 clusters Score -2.997778e+07 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223682 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -29990228.000000 Penalty: 6179.804688
	Iteration 9F: 3 clusters Score -2.999023e+07 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237091 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -29999798.000000 Penalty: 6179.804688
	Iteration 10F: 3 clusters Score -2.99998e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245627 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -30005714.000000 Penalty: 6179.804688
	Iteration 11Q: 3 clusters Score -3.000571e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250739 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -30009646.000000 Penalty: 6179.804688
	Iteration 12Q: 3 clusters Score -3.000965e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253631 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -30012016.000000 Penalty: 6179.804688
	Iteration 13Q: 3 clusters Score -3.001202e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255159 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -30013286.000000 Penalty: 6179.804688
	Iteration 14Q: 3 clusters Score -3.001329e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255952 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -30014026.000000 Penalty: 6179.804688
	Iteration 15Q: 3 clusters Score -3.001403e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256375 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -30014406.000000 Penalty: 6179.804688
	Iteration 16Q: 3 clusters Score -3.001441e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256611 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -30014672.000000 Penalty: 6179.804688
	Iteration 17Q: 3 clusters Score -3.001467e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256714 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -30014802.000000 Penalty: 6179.804688
	Iteration 18Q: 3 clusters Score -3.00148e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256780 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -30014892.000000 Penalty: 6179.804688
	Iteration 19Q: 3 clusters Score -3.001489e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256830 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -30014978.000000 Penalty: 6179.804688
	Iteration 20F: 3 clusters Score -3.001498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256865 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -30014992.000000 Penalty: 6179.804688
	Iteration 21Q: 3 clusters Score -3.001499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256891 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -30015024.000000 Penalty: 6179.804688
	Iteration 22Q: 3 clusters Score -3.001502e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256911 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -30015072.000000 Penalty: 6179.804688
	Iteration 23Q: 3 clusters Score -3.001507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256928 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -30015078.000000 Penalty: 6179.804688
	Iteration 24Q: 3 clusters Score -3.001508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256938 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -30015084.000000 Penalty: 6179.804688
	Iteration 25Q: 3 clusters Score -3.001508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256944 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -30015074.000000 Penalty: 6179.804688
	Iteration 26Q: 3 clusters Score -3.001507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256953 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -30015080.000000 Penalty: 6179.804688
	Iteration 27Q: 3 clusters Score -3.001508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256959 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -30015092.000000 Penalty: 6179.804688
	Iteration 28Q: 3 clusters Score -3.001509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256965 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -30015112.000000 Penalty: 6179.804688
	Iteration 29Q: 3 clusters Score -3.001511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256974 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -30015118.000000 Penalty: 6179.804688
	Iteration 30Q: 3 clusters Score -3.001512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256977 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -30015118.000000 Penalty: 6179.804688
	Iteration 31Q: 3 clusters Score -3.001512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256982 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -30015136.000000 Penalty: 6179.804688
	Iteration 32Q: 3 clusters Score -3.001514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256985 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -30015134.000000 Penalty: 6179.804688
	Iteration 33Q: 3 clusters Score -3.001513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256986 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -30015134.000000 Penalty: 6179.804688
	Iteration 34Q: 3 clusters Score -3.001513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256991 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -30015132.000000 Penalty: 6179.804688
	Iteration 35Q: 3 clusters Score -3.001513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256994 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -30015130.000000 Penalty: 6179.804688
	Iteration 36Q: 3 clusters Score -3.001513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256997 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -30015126.000000 Penalty: 6179.804688
	Iteration 37Q: 3 clusters Score -3.001513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256997 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -30015144.000000 Penalty: 6179.804688
	Iteration 38Q: 3 clusters Score -3.001514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256996 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -30015140.000000 Penalty: 6179.804688
	Iteration 39Q: 3 clusters Score -3.001514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256992 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -30015146.000000 Penalty: 6179.804688
	Iteration 40F: 3 clusters Score -3.001515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256994 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -30015148.000000 Penalty: 6179.804688
	Iteration 41Q: 3 clusters Score -3.001515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256993 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -30015132.000000 Penalty: 6179.804688
	Iteration 42Q: 3 clusters Score -3.001513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256993 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -30015138.000000 Penalty: 6179.804688
	Iteration 43Q: 3 clusters Score -3.001514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256993 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -30015124.000000 Penalty: 6179.804688
	Iteration 44Q: 3 clusters Score -3.001512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256994 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -30015142.000000 Penalty: 6179.804688
	Iteration 45Q: 3 clusters Score -3.001514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256998 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -30015132.000000 Penalty: 6179.804688
	Iteration 46Q: 3 clusters Score -3.001513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256998 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -30015132.000000 Penalty: 6179.804688
	Iteration 47Q: 3 clusters Score -3.001513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256999 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -30015126.000000 Penalty: 6179.804688
	Iteration 48Q: 3 clusters Score -3.001513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257000 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -30015144.000000 Penalty: 6179.804688
	Iteration 49Q: 3 clusters Score -3.001514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257001 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -30015136.000000 Penalty: 6179.804688
	Iteration 50Q: 3 clusters Score -3.001514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257003 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -30015148.000000 Penalty: 6179.804688
	Iteration 51Q: 3 clusters Score -3.001515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257004 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -30015154.000000 Penalty: 6179.804688
	Iteration 52Q: 3 clusters Score -3.001515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257005 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -30015152.000000 Penalty: 6179.804688
	Iteration 53Q: 3 clusters Score -3.001515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257005 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -30015152.000000 Penalty: 6179.804688
	Iteration 54F: 3 clusters Score -3.001515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Entering Unmasked Estep 
Score: -10355472.000000 Penalty: 2825.649414
	Iteration 0F: 2 clusters Score -1.035547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -10295877.000000 Penalty: 5651.298828
	Iteration 0F: 3 clusters Score -1.029588e+07 nChanged 41948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -10319803.000000 Penalty: 5651.298828
	Iteration 1F: 3 clusters Score -1.03198e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -10320523.000000 Penalty: 5651.298828
	Iteration 2Q: 3 clusters Score -1.032052e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -10321329.000000 Penalty: 5651.298828
	Iteration 3Q: 3 clusters Score -1.032133e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -10322441.000000 Penalty: 5651.298828
	Iteration 4Q: 3 clusters Score -1.032244e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -10324162.000000 Penalty: 5651.298828
	Iteration 5Q: 3 clusters Score -1.032416e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -10327027.000000 Penalty: 5651.298828
	Iteration 6F: 3 clusters Score -1.032703e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -10331499.000000 Penalty: 5651.298828
	Iteration 7F: 3 clusters Score -1.03315e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -10337419.000000 Penalty: 5651.298828
	Iteration 8F: 3 clusters Score -1.033742e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -10343553.000000 Penalty: 5651.298828
	Iteration 9F: 3 clusters Score -1.034355e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83242 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -10348075.000000 Penalty: 5651.298828
	Iteration 10F: 3 clusters Score -1.034808e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10350727.000000 Penalty: 5651.298828
	Iteration 11Q: 3 clusters Score -1.035073e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -10351922.000000 Penalty: 5651.298828
	Iteration 12Q: 3 clusters Score -1.035192e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10352426.000000 Penalty: 5651.298828
	Iteration 13Q: 3 clusters Score -1.035243e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10352643.000000 Penalty: 5651.298828
	Iteration 14Q: 3 clusters Score -1.035264e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10352767.000000 Penalty: 5651.298828
	Iteration 15Q: 3 clusters Score -1.035277e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10352864.000000 Penalty: 5651.298828
	Iteration 16Q: 3 clusters Score -1.035286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10352937.000000 Penalty: 5651.298828
	Iteration 17Q: 3 clusters Score -1.035294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10352978.000000 Penalty: 5651.298828
	Iteration 18Q: 3 clusters Score -1.035298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10353010.000000 Penalty: 5651.298828
	Iteration 19Q: 3 clusters Score -1.035301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88425 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10353014.000000 Penalty: 5651.298828
	Iteration 20F: 3 clusters Score -1.035301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10353024.000000 Penalty: 5651.298828
	Iteration 21Q: 3 clusters Score -1.035302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10353018.000000 Penalty: 5651.298828
	Iteration 22Q: 3 clusters Score -1.035302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10353022.000000 Penalty: 5651.298828
	Iteration 23Q: 3 clusters Score -1.035302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88431 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10353031.000000 Penalty: 5651.298828
	Iteration 24Q: 3 clusters Score -1.035303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10353031.000000 Penalty: 5651.298828
	Iteration 25Q: 3 clusters Score -1.035303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10353046.000000 Penalty: 5651.298828
	Iteration 26Q: 3 clusters Score -1.035305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10353045.000000 Penalty: 5651.298828
	Iteration 27Q: 3 clusters Score -1.035304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10353042.000000 Penalty: 5651.298828
	Iteration 28Q: 3 clusters Score -1.035304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88440 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10353044.000000 Penalty: 5651.298828
	Iteration 29Q: 3 clusters Score -1.035304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88441 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10353051.000000 Penalty: 5651.298828
	Iteration 30Q: 3 clusters Score -1.035305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -10353054.000000 Penalty: 5651.298828
	Iteration 31Q: 3 clusters Score -1.035305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10353048.000000 Penalty: 5651.298828
	Iteration 32Q: 3 clusters Score -1.035305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10353058.000000 Penalty: 5651.298828
	Iteration 33Q: 3 clusters Score -1.035306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10353058.000000 Penalty: 5651.298828
	Iteration 34Q: 3 clusters Score -1.035306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10353059.000000 Penalty: 5651.298828
	Iteration 35Q: 3 clusters Score -1.035306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10353062.000000 Penalty: 5651.298828
	Iteration 36Q: 3 clusters Score -1.035306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10353062.000000 Penalty: 5651.298828
	Iteration 37F: 3 clusters Score -1.035306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Entering Unmasked Estep 
Score: -2197758.750000 Penalty: 2438.533691
	Iteration 0F: 2 clusters Score -2197759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2184582.250000 Penalty: 4877.067383
	Iteration 0F: 3 clusters Score -2184582 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2189090.250000 Penalty: 4877.067383
	Iteration 1F: 3 clusters Score -2189090 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2189757.250000 Penalty: 4877.067383
	Iteration 2F: 3 clusters Score -2189757 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2190583.500000 Penalty: 4877.067383
	Iteration 3F: 3 clusters Score -2190584 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2191634.500000 Penalty: 4877.067383
	Iteration 4F: 3 clusters Score -2191634 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2192628.500000 Penalty: 4877.067383
	Iteration 5F: 3 clusters Score -2192628 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2193471.750000 Penalty: 4877.067383
	Iteration 6F: 3 clusters Score -2193472 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2194131.750000 Penalty: 4877.067383
	Iteration 7F: 3 clusters Score -2194132 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2194595.750000 Penalty: 4877.067383
	Iteration 8Q: 3 clusters Score -2194596 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2194871.250000 Penalty: 4877.067383
	Iteration 9Q: 3 clusters Score -2194871 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2195040.500000 Penalty: 4877.067383
	Iteration 10Q: 3 clusters Score -2195040 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2195157.750000 Penalty: 4877.067383
	Iteration 11Q: 3 clusters Score -2195158 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2195237.750000 Penalty: 4877.067383
	Iteration 12Q: 3 clusters Score -2195238 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2195305.000000 Penalty: 4877.067383
	Iteration 13Q: 3 clusters Score -2195305 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2195344.250000 Penalty: 4877.067383
	Iteration 14Q: 3 clusters Score -2195344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2195378.250000 Penalty: 4877.067383
	Iteration 15Q: 3 clusters Score -2195378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2195410.750000 Penalty: 4877.067383
	Iteration 16Q: 3 clusters Score -2195411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2195429.500000 Penalty: 4877.067383
	Iteration 17Q: 3 clusters Score -2195430 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2195447.000000 Penalty: 4877.067383
	Iteration 18Q: 3 clusters Score -2195447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2195461.750000 Penalty: 4877.067383
	Iteration 19Q: 3 clusters Score -2195462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -2195478.000000 Penalty: 4877.067383
	Iteration 20F: 3 clusters Score -2195478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2195502.250000 Penalty: 4877.067383
	Iteration 21Q: 3 clusters Score -2195502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2195537.000000 Penalty: 4877.067383
	Iteration 22Q: 3 clusters Score -2195537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2195562.000000 Penalty: 4877.067383
	Iteration 23Q: 3 clusters Score -2195562 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2195582.500000 Penalty: 4877.067383
	Iteration 24Q: 3 clusters Score -2195582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2195599.750000 Penalty: 4877.067383
	Iteration 25Q: 3 clusters Score -2195600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2195617.750000 Penalty: 4877.067383
	Iteration 26Q: 3 clusters Score -2195618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2195634.000000 Penalty: 4877.067383
	Iteration 27Q: 3 clusters Score -2195634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2195653.000000 Penalty: 4877.067383
	Iteration 28Q: 3 clusters Score -2195653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2195673.250000 Penalty: 4877.067383
	Iteration 29Q: 3 clusters Score -2195673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2195693.000000 Penalty: 4877.067383
	Iteration 30Q: 3 clusters Score -2195693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2195706.750000 Penalty: 4877.067383
	Iteration 31Q: 3 clusters Score -2195707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2195724.000000 Penalty: 4877.067383
	Iteration 32Q: 3 clusters Score -2195724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2195741.750000 Penalty: 4877.067383
	Iteration 33Q: 3 clusters Score -2195742 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2195774.250000 Penalty: 4877.067383
	Iteration 34Q: 3 clusters Score -2195774 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2195796.500000 Penalty: 4877.067383
	Iteration 35Q: 3 clusters Score -2195796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2195819.000000 Penalty: 4877.067383
	Iteration 36Q: 3 clusters Score -2195819 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2195840.000000 Penalty: 4877.067383
	Iteration 37Q: 3 clusters Score -2195840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2195858.500000 Penalty: 4877.067383
	Iteration 38Q: 3 clusters Score -2195858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2195870.250000 Penalty: 4877.067383
	Iteration 39Q: 3 clusters Score -2195870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2195901.750000 Penalty: 4877.067383
	Iteration 40F: 3 clusters Score -2195902 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2195922.750000 Penalty: 4877.067383
	Iteration 41Q: 3 clusters Score -2195923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2195947.750000 Penalty: 4877.067383
	Iteration 42Q: 3 clusters Score -2195948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2195970.000000 Penalty: 4877.067383
	Iteration 43Q: 3 clusters Score -2195970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2195985.500000 Penalty: 4877.067383
	Iteration 44Q: 3 clusters Score -2195986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2196003.500000 Penalty: 4877.067383
	Iteration 45Q: 3 clusters Score -2196004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2196014.500000 Penalty: 4877.067383
	Iteration 46Q: 3 clusters Score -2196014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2196023.000000 Penalty: 4877.067383
	Iteration 47Q: 3 clusters Score -2196023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2196030.000000 Penalty: 4877.067383
	Iteration 48Q: 3 clusters Score -2196030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2196042.250000 Penalty: 4877.067383
	Iteration 49Q: 3 clusters Score -2196042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2196052.750000 Penalty: 4877.067383
	Iteration 50Q: 3 clusters Score -2196053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2196062.750000 Penalty: 4877.067383
	Iteration 51Q: 3 clusters Score -2196063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2196075.250000 Penalty: 4877.067383
	Iteration 52Q: 3 clusters Score -2196075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2196080.500000 Penalty: 4877.067383
	Iteration 53Q: 3 clusters Score -2196080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2196091.250000 Penalty: 4877.067383
	Iteration 54Q: 3 clusters Score -2196091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2196092.000000 Penalty: 4877.067383
	Iteration 55Q: 3 clusters Score -2196092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2196093.250000 Penalty: 4877.067383
	Iteration 56Q: 3 clusters Score -2196093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2196092.750000 Penalty: 4877.067383
	Iteration 57Q: 3 clusters Score -2196093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2196094.250000 Penalty: 4877.067383
	Iteration 58Q: 3 clusters Score -2196094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2196096.500000 Penalty: 4877.067383
	Iteration 59Q: 3 clusters Score -2196096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2196101.000000 Penalty: 4877.067383
	Iteration 60F: 3 clusters Score -2196101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2196114.000000 Penalty: 4877.067383
	Iteration 61Q: 3 clusters Score -2196114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2196130.250000 Penalty: 4877.067383
	Iteration 62Q: 3 clusters Score -2196130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2196148.500000 Penalty: 4877.067383
	Iteration 63Q: 3 clusters Score -2196148 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2196166.000000 Penalty: 4877.067383
	Iteration 64Q: 3 clusters Score -2196166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2196188.000000 Penalty: 4877.067383
	Iteration 65Q: 3 clusters Score -2196188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2196197.250000 Penalty: 4877.067383
	Iteration 66Q: 3 clusters Score -2196197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2196212.000000 Penalty: 4877.067383
	Iteration 67Q: 3 clusters Score -2196212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2196225.500000 Penalty: 4877.067383
	Iteration 68Q: 3 clusters Score -2196226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2196237.000000 Penalty: 4877.067383
	Iteration 69Q: 3 clusters Score -2196237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2196251.250000 Penalty: 4877.067383
	Iteration 70Q: 3 clusters Score -2196251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2196256.750000 Penalty: 4877.067383
	Iteration 71Q: 3 clusters Score -2196257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2196265.000000 Penalty: 4877.067383
	Iteration 72Q: 3 clusters Score -2196265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2196272.750000 Penalty: 4877.067383
	Iteration 73Q: 3 clusters Score -2196273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2196272.500000 Penalty: 4877.067383
	Iteration 74Q: 3 clusters Score -2196272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2196278.750000 Penalty: 4877.067383
	Iteration 75Q: 3 clusters Score -2196279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2196281.500000 Penalty: 4877.067383
	Iteration 76Q: 3 clusters Score -2196282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2196288.000000 Penalty: 4877.067383
	Iteration 77Q: 3 clusters Score -2196288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2196292.000000 Penalty: 4877.067383
	Iteration 78Q: 3 clusters Score -2196292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2196290.750000 Penalty: 4877.067383
	Iteration 79Q: 3 clusters Score -2196291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2196288.500000 Penalty: 4877.067383
	Iteration 80F: 3 clusters Score -2196288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2196290.000000 Penalty: 4877.067383
	Iteration 81Q: 3 clusters Score -2196290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2196292.250000 Penalty: 4877.067383
	Iteration 82Q: 3 clusters Score -2196292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2196289.750000 Penalty: 4877.067383
	Iteration 83Q: 3 clusters Score -2196290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2196294.750000 Penalty: 4877.067383
	Iteration 84Q: 3 clusters Score -2196295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2196292.250000 Penalty: 4877.067383
	Iteration 85Q: 3 clusters Score -2196292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2196293.250000 Penalty: 4877.067383
	Iteration 86Q: 3 clusters Score -2196293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2196293.250000 Penalty: 4877.067383
	Iteration 87F: 3 clusters Score -2196293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41637.964844 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -41637.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40256.570312 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -40256.57 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40544.632812 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -40544.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40715.167969 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -40715.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40798.480469 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -40798.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40864.867188 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -40864.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40947.441406 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -40947.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40969.425781 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -40969.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41003.464844 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -41003.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41051.769531 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -41051.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41137.976562 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -41137.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41238.820312 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -41238.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41314.734375 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -41314.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41379.761719 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -41379.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41381.714844 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -41381.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41381.714844 Penalty: 3021.289795
	Iteration 14F: 3 clusters Score -41381.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Entering Unmasked Estep 
Score: -4218466.000000 Penalty: 2602.675049
	Iteration 0F: 2 clusters Score -4218466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4193922.500000 Penalty: 5205.350098
	Iteration 0F: 3 clusters Score -4193922 nChanged 16346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4202772.000000 Penalty: 5205.350098
	Iteration 1F: 3 clusters Score -4202772 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -4203371.000000 Penalty: 5205.350098
	Iteration 2Q: 3 clusters Score -4203371 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4204150.500000 Penalty: 5205.350098
	Iteration 3Q: 3 clusters Score -4204150 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -4205400.000000 Penalty: 5205.350098
	Iteration 4F: 3 clusters Score -4205400 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -4207239.000000 Penalty: 5205.350098
	Iteration 5F: 3 clusters Score -4207239 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4209227.500000 Penalty: 5205.350098
	Iteration 6F: 3 clusters Score -4209228 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -4211030.000000 Penalty: 5205.350098
	Iteration 7F: 3 clusters Score -4211030 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -4212516.500000 Penalty: 5205.350098
	Iteration 8F: 3 clusters Score -4212516 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -4213762.500000 Penalty: 5205.350098
	Iteration 9Q: 3 clusters Score -4213762 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4214796.500000 Penalty: 5205.350098
	Iteration 10Q: 3 clusters Score -4214796 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4215762.500000 Penalty: 5205.350098
	Iteration 11Q: 3 clusters Score -4215762 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4216717.000000 Penalty: 5205.350098
	Iteration 12Q: 3 clusters Score -4216717 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4217479.500000 Penalty: 5205.350098
	Iteration 13Q: 3 clusters Score -4217480 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4217837.500000 Penalty: 5205.350098
	Iteration 14Q: 3 clusters Score -4217838 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4217977.000000 Penalty: 5205.350098
	Iteration 15Q: 3 clusters Score -4217977 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4218015.500000 Penalty: 5205.350098
	Iteration 16Q: 3 clusters Score -4218016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4218047.000000 Penalty: 5205.350098
	Iteration 17Q: 3 clusters Score -4218047 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4218054.000000 Penalty: 5205.350098
	Iteration 18Q: 3 clusters Score -4218054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4218063.000000 Penalty: 5205.350098
	Iteration 19Q: 3 clusters Score -4218063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4218063.000000 Penalty: 5205.350098
	Iteration 20F: 3 clusters Score -4218063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4218062.500000 Penalty: 5205.350098
	Iteration 21Q: 3 clusters Score -4218062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4218064.500000 Penalty: 5205.350098
	Iteration 22Q: 3 clusters Score -4218064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4218068.000000 Penalty: 5205.350098
	Iteration 23Q: 3 clusters Score -4218068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4218062.500000 Penalty: 5205.350098
	Iteration 24Q: 3 clusters Score -4218062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4218060.500000 Penalty: 5205.350098
	Iteration 25Q: 3 clusters Score -4218060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4218066.000000 Penalty: 5205.350098
	Iteration 26Q: 3 clusters Score -4218066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4218068.000000 Penalty: 5205.350098
	Iteration 27Q: 3 clusters Score -4218068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4218064.500000 Penalty: 5205.350098
	Iteration 28Q: 3 clusters Score -4218064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4218064.500000 Penalty: 5205.350098
	Iteration 29F: 3 clusters Score -4218064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -820953.375000 Penalty: 2211.459717
	Iteration 0F: 2 clusters Score -820953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -815014.937500 Penalty: 4422.919434
	Iteration 0F: 3 clusters Score -815014.9 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -816729.437500 Penalty: 4422.919434
	Iteration 1F: 3 clusters Score -816729.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -817135.375000 Penalty: 4422.919434
	Iteration 2F: 3 clusters Score -817135.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -817496.687500 Penalty: 4422.919434
	Iteration 3F: 3 clusters Score -817496.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -817838.250000 Penalty: 4422.919434
	Iteration 4F: 3 clusters Score -817838.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -818197.187500 Penalty: 4422.919434
	Iteration 5F: 3 clusters Score -818197.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -818554.250000 Penalty: 4422.919434
	Iteration 6F: 3 clusters Score -818554.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -818918.937500 Penalty: 4422.919434
	Iteration 7F: 3 clusters Score -818918.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -819249.875000 Penalty: 4422.919434
	Iteration 8F: 3 clusters Score -819249.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -819486.250000 Penalty: 4422.919434
	Iteration 9Q: 3 clusters Score -819486.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -819611.000000 Penalty: 4422.919434
	Iteration 10Q: 3 clusters Score -819611 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -819690.937500 Penalty: 4422.919434
	Iteration 11Q: 3 clusters Score -819690.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -819739.750000 Penalty: 4422.919434
	Iteration 12Q: 3 clusters Score -819739.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -819776.750000 Penalty: 4422.919434
	Iteration 13Q: 3 clusters Score -819776.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -819806.375000 Penalty: 4422.919434
	Iteration 14Q: 3 clusters Score -819806.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -819833.000000 Penalty: 4422.919434
	Iteration 15Q: 3 clusters Score -819833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -819855.687500 Penalty: 4422.919434
	Iteration 16Q: 3 clusters Score -819855.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -819877.687500 Penalty: 4422.919434
	Iteration 17Q: 3 clusters Score -819877.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -819895.812500 Penalty: 4422.919434
	Iteration 18Q: 3 clusters Score -819895.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -819908.687500 Penalty: 4422.919434
	Iteration 19Q: 3 clusters Score -819908.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -819930.250000 Penalty: 4422.919434
	Iteration 20F: 3 clusters Score -819930.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -819943.312500 Penalty: 4422.919434
	Iteration 21Q: 3 clusters Score -819943.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -819955.187500 Penalty: 4422.919434
	Iteration 22Q: 3 clusters Score -819955.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -819964.437500 Penalty: 4422.919434
	Iteration 23Q: 3 clusters Score -819964.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -819972.375000 Penalty: 4422.919434
	Iteration 24Q: 3 clusters Score -819972.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -819980.562500 Penalty: 4422.919434
	Iteration 25Q: 3 clusters Score -819980.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -819984.125000 Penalty: 4422.919434
	Iteration 26Q: 3 clusters Score -819984.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -819989.875000 Penalty: 4422.919434
	Iteration 27Q: 3 clusters Score -819989.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -819995.500000 Penalty: 4422.919434
	Iteration 28Q: 3 clusters Score -819995.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -819998.812500 Penalty: 4422.919434
	Iteration 29Q: 3 clusters Score -819998.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -820002.687500 Penalty: 4422.919434
	Iteration 30Q: 3 clusters Score -820002.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -820002.250000 Penalty: 4422.919434
	Iteration 31Q: 3 clusters Score -820002.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -820005.000000 Penalty: 4422.919434
	Iteration 32Q: 3 clusters Score -820005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -820003.687500 Penalty: 4422.919434
	Iteration 33Q: 3 clusters Score -820003.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -820003.687500 Penalty: 4422.919434
	Iteration 34F: 3 clusters Score -820003.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Entering Unmasked Estep 
Score: -1120426.250000 Penalty: 2292.552002
	Iteration 0F: 2 clusters Score -1120426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1112596.000000 Penalty: 4585.104004
	Iteration 0F: 3 clusters Score -1112596 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1115068.125000 Penalty: 4585.104004
	Iteration 1F: 3 clusters Score -1115068 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1115673.625000 Penalty: 4585.104004
	Iteration 2F: 3 clusters Score -1115674 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1116320.625000 Penalty: 4585.104004
	Iteration 3F: 3 clusters Score -1116321 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1116893.375000 Penalty: 4585.104004
	Iteration 4F: 3 clusters Score -1116893 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1117400.250000 Penalty: 4585.104004
	Iteration 5F: 3 clusters Score -1117400 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1117890.875000 Penalty: 4585.104004
	Iteration 6F: 3 clusters Score -1117891 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1118374.250000 Penalty: 4585.104004
	Iteration 7F: 3 clusters Score -1118374 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1118807.125000 Penalty: 4585.104004
	Iteration 8Q: 3 clusters Score -1118807 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1119161.250000 Penalty: 4585.104004
	Iteration 9Q: 3 clusters Score -1119161 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1119390.250000 Penalty: 4585.104004
	Iteration 10Q: 3 clusters Score -1119390 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1119561.500000 Penalty: 4585.104004
	Iteration 11Q: 3 clusters Score -1119562 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1119665.375000 Penalty: 4585.104004
	Iteration 12Q: 3 clusters Score -1119665 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1119739.625000 Penalty: 4585.104004
	Iteration 13Q: 3 clusters Score -1119740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1119796.250000 Penalty: 4585.104004
	Iteration 14Q: 3 clusters Score -1119796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1119833.750000 Penalty: 4585.104004
	Iteration 15Q: 3 clusters Score -1119834 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1119860.250000 Penalty: 4585.104004
	Iteration 16Q: 3 clusters Score -1119860 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1119881.625000 Penalty: 4585.104004
	Iteration 17Q: 3 clusters Score -1119882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1119887.500000 Penalty: 4585.104004
	Iteration 18Q: 3 clusters Score -1119888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1119892.500000 Penalty: 4585.104004
	Iteration 19Q: 3 clusters Score -1119892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1119899.250000 Penalty: 4585.104004
	Iteration 20F: 3 clusters Score -1119899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1119901.750000 Penalty: 4585.104004
	Iteration 21Q: 3 clusters Score -1119902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1119902.375000 Penalty: 4585.104004
	Iteration 22Q: 3 clusters Score -1119902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1119902.250000 Penalty: 4585.104004
	Iteration 23Q: 3 clusters Score -1119902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1119902.250000 Penalty: 4585.104004
	Iteration 24F: 3 clusters Score -1119902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (128786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128786 members 
Entering Unmasked Estep 
Score: -14759739.000000 Penalty: 2917.945068
	Iteration 0F: 2 clusters Score -1.475974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -14673715.000000 Penalty: 5835.890137
	Iteration 0F: 3 clusters Score -1.467372e+07 nChanged 61386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65528 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -14709007.000000 Penalty: 5835.890137
	Iteration 1F: 3 clusters Score -1.470901e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -14709622.000000 Penalty: 5835.890137
	Iteration 2Q: 3 clusters Score -1.470962e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 61881 members 
Entering Unmasked Estep 
Score: -14710211.000000 Penalty: 5835.890137
	Iteration 3Q: 3 clusters Score -1.471021e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -14710914.000000 Penalty: 5835.890137
	Iteration 4Q: 3 clusters Score -1.471091e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -14711793.000000 Penalty: 5835.890137
	Iteration 5Q: 3 clusters Score -1.471179e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -14713226.000000 Penalty: 5835.890137
	Iteration 6Q: 3 clusters Score -1.471323e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -14715669.000000 Penalty: 5835.890137
	Iteration 7Q: 3 clusters Score -1.471567e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83825 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -14719465.000000 Penalty: 5835.890137
	Iteration 8F: 3 clusters Score -1.471946e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91782 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -14725511.000000 Penalty: 5835.890137
	Iteration 9F: 3 clusters Score -1.472551e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100946 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -14733349.000000 Penalty: 5835.890137
	Iteration 10F: 3 clusters Score -1.473335e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -14741348.000000 Penalty: 5835.890137
	Iteration 11F: 3 clusters Score -1.474135e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116990 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -14747660.000000 Penalty: 5835.890137
	Iteration 12F: 3 clusters Score -1.474766e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -14752021.000000 Penalty: 5835.890137
	Iteration 13Q: 3 clusters Score -1.475202e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -14754634.000000 Penalty: 5835.890137
	Iteration 14Q: 3 clusters Score -1.475463e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -14755984.000000 Penalty: 5835.890137
	Iteration 15Q: 3 clusters Score -1.475598e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127444 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -14756650.000000 Penalty: 5835.890137
	Iteration 16Q: 3 clusters Score -1.475665e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14756966.000000 Penalty: 5835.890137
	Iteration 17Q: 3 clusters Score -1.475697e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127970 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14757155.000000 Penalty: 5835.890137
	Iteration 18Q: 3 clusters Score -1.475716e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14757230.000000 Penalty: 5835.890137
	Iteration 19Q: 3 clusters Score -1.475723e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128115 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -14757297.000000 Penalty: 5835.890137
	Iteration 20F: 3 clusters Score -1.47573e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128142 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -14757318.000000 Penalty: 5835.890137
	Iteration 21Q: 3 clusters Score -1.475732e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128166 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14757343.000000 Penalty: 5835.890137
	Iteration 22Q: 3 clusters Score -1.475734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128185 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14757365.000000 Penalty: 5835.890137
	Iteration 23Q: 3 clusters Score -1.475736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128195 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14757377.000000 Penalty: 5835.890137
	Iteration 24Q: 3 clusters Score -1.475738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -14757375.000000 Penalty: 5835.890137
	Iteration 25Q: 3 clusters Score -1.475738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128203 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14757392.000000 Penalty: 5835.890137
	Iteration 26Q: 3 clusters Score -1.475739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128203 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14757404.000000 Penalty: 5835.890137
	Iteration 27Q: 3 clusters Score -1.47574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14757400.000000 Penalty: 5835.890137
	Iteration 28Q: 3 clusters Score -1.47574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128201 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14757399.000000 Penalty: 5835.890137
	Iteration 29Q: 3 clusters Score -1.47574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128204 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -14757395.000000 Penalty: 5835.890137
	Iteration 30Q: 3 clusters Score -1.47574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14757405.000000 Penalty: 5835.890137
	Iteration 31Q: 3 clusters Score -1.47574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128208 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14757411.000000 Penalty: 5835.890137
	Iteration 32Q: 3 clusters Score -1.475741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14757415.000000 Penalty: 5835.890137
	Iteration 33Q: 3 clusters Score -1.475742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14757414.000000 Penalty: 5835.890137
	Iteration 34Q: 3 clusters Score -1.475741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128207 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -14757414.000000 Penalty: 5835.890137
	Iteration 35F: 3 clusters Score -1.475741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Entering Unmasked Estep 
Score: -1761040.500000 Penalty: 2382.026855
	Iteration 0F: 2 clusters Score -1761040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1750315.500000 Penalty: 4764.053711
	Iteration 0F: 3 clusters Score -1750316 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1753597.750000 Penalty: 4764.053711
	Iteration 1F: 3 clusters Score -1753598 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1753927.875000 Penalty: 4764.053711
	Iteration 2F: 3 clusters Score -1753928 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1754161.500000 Penalty: 4764.053711
	Iteration 3Q: 3 clusters Score -1754162 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1754373.750000 Penalty: 4764.053711
	Iteration 4Q: 3 clusters Score -1754374 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1754560.125000 Penalty: 4764.053711
	Iteration 5Q: 3 clusters Score -1754560 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1754748.625000 Penalty: 4764.053711
	Iteration 6Q: 3 clusters Score -1754749 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1754953.125000 Penalty: 4764.053711
	Iteration 7Q: 3 clusters Score -1754953 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1755204.750000 Penalty: 4764.053711
	Iteration 8Q: 3 clusters Score -1755205 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1755496.250000 Penalty: 4764.053711
	Iteration 9Q: 3 clusters Score -1755496 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1755808.875000 Penalty: 4764.053711
	Iteration 10Q: 3 clusters Score -1755809 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1756150.625000 Penalty: 4764.053711
	Iteration 11Q: 3 clusters Score -1756151 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1756474.000000 Penalty: 4764.053711
	Iteration 12Q: 3 clusters Score -1756474 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1756790.375000 Penalty: 4764.053711
	Iteration 13Q: 3 clusters Score -1756790 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1757047.625000 Penalty: 4764.053711
	Iteration 14Q: 3 clusters Score -1757048 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1757299.875000 Penalty: 4764.053711
	Iteration 15Q: 3 clusters Score -1757300 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1757531.000000 Penalty: 4764.053711
	Iteration 16Q: 3 clusters Score -1757531 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1757744.250000 Penalty: 4764.053711
	Iteration 17Q: 3 clusters Score -1757744 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1757947.250000 Penalty: 4764.053711
	Iteration 18Q: 3 clusters Score -1757947 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1758149.375000 Penalty: 4764.053711
	Iteration 19Q: 3 clusters Score -1758149 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1758331.250000 Penalty: 4764.053711
	Iteration 20F: 3 clusters Score -1758331 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1758476.000000 Penalty: 4764.053711
	Iteration 21Q: 3 clusters Score -1758476 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1758600.875000 Penalty: 4764.053711
	Iteration 22Q: 3 clusters Score -1758601 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1758707.000000 Penalty: 4764.053711
	Iteration 23Q: 3 clusters Score -1758707 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1758785.875000 Penalty: 4764.053711
	Iteration 24Q: 3 clusters Score -1758786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1758834.000000 Penalty: 4764.053711
	Iteration 25Q: 3 clusters Score -1758834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1758887.000000 Penalty: 4764.053711
	Iteration 26Q: 3 clusters Score -1758887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1758929.125000 Penalty: 4764.053711
	Iteration 27Q: 3 clusters Score -1758929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1758965.625000 Penalty: 4764.053711
	Iteration 28Q: 3 clusters Score -1758966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1758985.250000 Penalty: 4764.053711
	Iteration 29Q: 3 clusters Score -1758985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1759000.250000 Penalty: 4764.053711
	Iteration 30Q: 3 clusters Score -1759000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1759009.500000 Penalty: 4764.053711
	Iteration 31Q: 3 clusters Score -1759010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1759014.250000 Penalty: 4764.053711
	Iteration 32Q: 3 clusters Score -1759014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1759016.625000 Penalty: 4764.053711
	Iteration 33Q: 3 clusters Score -1759017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1759015.500000 Penalty: 4764.053711
	Iteration 34Q: 3 clusters Score -1759016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1759017.875000 Penalty: 4764.053711
	Iteration 35Q: 3 clusters Score -1759018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1759023.125000 Penalty: 4764.053711
	Iteration 36Q: 3 clusters Score -1759023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1759023.250000 Penalty: 4764.053711
	Iteration 37Q: 3 clusters Score -1759023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1759027.750000 Penalty: 4764.053711
	Iteration 38Q: 3 clusters Score -1759028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1759028.125000 Penalty: 4764.053711
	Iteration 39Q: 3 clusters Score -1759028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1759028.250000 Penalty: 4764.053711
	Iteration 40F: 3 clusters Score -1759028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1759031.500000 Penalty: 4764.053711
	Iteration 41Q: 3 clusters Score -1759032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1759034.000000 Penalty: 4764.053711
	Iteration 42Q: 3 clusters Score -1759034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1759034.750000 Penalty: 4764.053711
	Iteration 43Q: 3 clusters Score -1759035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1759034.750000 Penalty: 4764.053711
	Iteration 44F: 3 clusters Score -1759035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -1008904.937500 Penalty: 2262.702637
	Iteration 0F: 2 clusters Score -1008905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1001800.187500 Penalty: 4525.405273
	Iteration 0F: 3 clusters Score -1001800 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1003983.312500 Penalty: 4525.405273
	Iteration 1F: 3 clusters Score -1003983 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1004398.625000 Penalty: 4525.405273
	Iteration 2F: 3 clusters Score -1004399 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1004737.250000 Penalty: 4525.405273
	Iteration 3F: 3 clusters Score -1004737 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1005024.562500 Penalty: 4525.405273
	Iteration 4F: 3 clusters Score -1005025 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1005267.875000 Penalty: 4525.405273
	Iteration 5Q: 3 clusters Score -1005268 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1005474.875000 Penalty: 4525.405273
	Iteration 6Q: 3 clusters Score -1005475 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1005674.312500 Penalty: 4525.405273
	Iteration 7Q: 3 clusters Score -1005674 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1005890.750000 Penalty: 4525.405273
	Iteration 8Q: 3 clusters Score -1005891 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1006102.125000 Penalty: 4525.405273
	Iteration 9Q: 3 clusters Score -1006102 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1006318.625000 Penalty: 4525.405273
	Iteration 10Q: 3 clusters Score -1006319 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1006565.062500 Penalty: 4525.405273
	Iteration 11Q: 3 clusters Score -1006565 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1006832.312500 Penalty: 4525.405273
	Iteration 12Q: 3 clusters Score -1006832 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1007055.562500 Penalty: 4525.405273
	Iteration 13Q: 3 clusters Score -1007056 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1007271.687500 Penalty: 4525.405273
	Iteration 14Q: 3 clusters Score -1007272 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1007484.437500 Penalty: 4525.405273
	Iteration 15Q: 3 clusters Score -1007484 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1007654.312500 Penalty: 4525.405273
	Iteration 16Q: 3 clusters Score -1007654 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1007798.500000 Penalty: 4525.405273
	Iteration 17Q: 3 clusters Score -1007798 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1007918.750000 Penalty: 4525.405273
	Iteration 18Q: 3 clusters Score -1007919 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1007983.562500 Penalty: 4525.405273
	Iteration 19Q: 3 clusters Score -1007984 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1008047.500000 Penalty: 4525.405273
	Iteration 20F: 3 clusters Score -1008048 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1008092.812500 Penalty: 4525.405273
	Iteration 21Q: 3 clusters Score -1008093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1008118.750000 Penalty: 4525.405273
	Iteration 22Q: 3 clusters Score -1008119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1008147.687500 Penalty: 4525.405273
	Iteration 23Q: 3 clusters Score -1008148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1008166.875000 Penalty: 4525.405273
	Iteration 24Q: 3 clusters Score -1008167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1008180.000000 Penalty: 4525.405273
	Iteration 25Q: 3 clusters Score -1008180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1008188.000000 Penalty: 4525.405273
	Iteration 26Q: 3 clusters Score -1008188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1008193.125000 Penalty: 4525.405273
	Iteration 27Q: 3 clusters Score -1008193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1008199.500000 Penalty: 4525.405273
	Iteration 28Q: 3 clusters Score -1008200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1008201.750000 Penalty: 4525.405273
	Iteration 29Q: 3 clusters Score -1008202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1008203.812500 Penalty: 4525.405273
	Iteration 30Q: 3 clusters Score -1008204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1008203.312500 Penalty: 4525.405273
	Iteration 31Q: 3 clusters Score -1008203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1008204.812500 Penalty: 4525.405273
	Iteration 32Q: 3 clusters Score -1008205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1008206.687500 Penalty: 4525.405273
	Iteration 33Q: 3 clusters Score -1008207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1008206.500000 Penalty: 4525.405273
	Iteration 34Q: 3 clusters Score -1008206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1008206.937500 Penalty: 4525.405273
	Iteration 35Q: 3 clusters Score -1008207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1008206.875000 Penalty: 4525.405273
	Iteration 36Q: 3 clusters Score -1008207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1008206.875000 Penalty: 4525.405273
	Iteration 37F: 3 clusters Score -1008207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Entering Unmasked Estep 
Score: -1572676.625000 Penalty: 2377.710693
	Iteration 0F: 2 clusters Score -1572677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1562167.000000 Penalty: 4755.421387
	Iteration 0F: 3 clusters Score -1562167 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1565645.750000 Penalty: 4755.421387
	Iteration 1F: 3 clusters Score -1565646 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1566040.000000 Penalty: 4755.421387
	Iteration 2F: 3 clusters Score -1566040 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1566338.750000 Penalty: 4755.421387
	Iteration 3Q: 3 clusters Score -1566339 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1566614.500000 Penalty: 4755.421387
	Iteration 4Q: 3 clusters Score -1566614 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1566899.625000 Penalty: 4755.421387
	Iteration 5Q: 3 clusters Score -1566900 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1567213.125000 Penalty: 4755.421387
	Iteration 6Q: 3 clusters Score -1567213 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1567560.625000 Penalty: 4755.421387
	Iteration 7Q: 3 clusters Score -1567561 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1567936.500000 Penalty: 4755.421387
	Iteration 8Q: 3 clusters Score -1567936 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1568283.000000 Penalty: 4755.421387
	Iteration 9Q: 3 clusters Score -1568283 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1568620.625000 Penalty: 4755.421387
	Iteration 10Q: 3 clusters Score -1568621 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1568955.375000 Penalty: 4755.421387
	Iteration 11Q: 3 clusters Score -1568955 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1569240.625000 Penalty: 4755.421387
	Iteration 12Q: 3 clusters Score -1569241 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1569457.375000 Penalty: 4755.421387
	Iteration 13Q: 3 clusters Score -1569457 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1569604.000000 Penalty: 4755.421387
	Iteration 14Q: 3 clusters Score -1569604 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1569699.375000 Penalty: 4755.421387
	Iteration 15Q: 3 clusters Score -1569699 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1569784.000000 Penalty: 4755.421387
	Iteration 16Q: 3 clusters Score -1569784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1569872.250000 Penalty: 4755.421387
	Iteration 17Q: 3 clusters Score -1569872 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1569945.625000 Penalty: 4755.421387
	Iteration 18Q: 3 clusters Score -1569946 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1570025.250000 Penalty: 4755.421387
	Iteration 19Q: 3 clusters Score -1570025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1570097.875000 Penalty: 4755.421387
	Iteration 20F: 3 clusters Score -1570098 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1570154.250000 Penalty: 4755.421387
	Iteration 21Q: 3 clusters Score -1570154 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1570202.375000 Penalty: 4755.421387
	Iteration 22Q: 3 clusters Score -1570202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1570243.000000 Penalty: 4755.421387
	Iteration 23Q: 3 clusters Score -1570243 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1570274.000000 Penalty: 4755.421387
	Iteration 24Q: 3 clusters Score -1570274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1570306.750000 Penalty: 4755.421387
	Iteration 25Q: 3 clusters Score -1570307 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1570339.375000 Penalty: 4755.421387
	Iteration 26Q: 3 clusters Score -1570339 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1570360.875000 Penalty: 4755.421387
	Iteration 27Q: 3 clusters Score -1570361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1570380.250000 Penalty: 4755.421387
	Iteration 28Q: 3 clusters Score -1570380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1570399.750000 Penalty: 4755.421387
	Iteration 29Q: 3 clusters Score -1570400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1570418.375000 Penalty: 4755.421387
	Iteration 30Q: 3 clusters Score -1570418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1570431.500000 Penalty: 4755.421387
	Iteration 31Q: 3 clusters Score -1570432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1570440.750000 Penalty: 4755.421387
	Iteration 32Q: 3 clusters Score -1570441 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1570448.625000 Penalty: 4755.421387
	Iteration 33Q: 3 clusters Score -1570449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1570454.250000 Penalty: 4755.421387
	Iteration 34Q: 3 clusters Score -1570454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1570459.375000 Penalty: 4755.421387
	Iteration 35Q: 3 clusters Score -1570459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1570459.000000 Penalty: 4755.421387
	Iteration 36Q: 3 clusters Score -1570459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1570470.125000 Penalty: 4755.421387
	Iteration 37Q: 3 clusters Score -1570470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1570478.375000 Penalty: 4755.421387
	Iteration 38Q: 3 clusters Score -1570478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1570483.625000 Penalty: 4755.421387
	Iteration 39Q: 3 clusters Score -1570484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1570483.625000 Penalty: 4755.421387
	Iteration 40F: 3 clusters Score -1570484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1570491.500000 Penalty: 4755.421387
	Iteration 41Q: 3 clusters Score -1570492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1570493.875000 Penalty: 4755.421387
	Iteration 42Q: 3 clusters Score -1570494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1570496.750000 Penalty: 4755.421387
	Iteration 43Q: 3 clusters Score -1570497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1570497.625000 Penalty: 4755.421387
	Iteration 44Q: 3 clusters Score -1570498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1570501.375000 Penalty: 4755.421387
	Iteration 45Q: 3 clusters Score -1570501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1570507.375000 Penalty: 4755.421387
	Iteration 46Q: 3 clusters Score -1570507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1570510.500000 Penalty: 4755.421387
	Iteration 47Q: 3 clusters Score -1570510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1570507.250000 Penalty: 4755.421387
	Iteration 48Q: 3 clusters Score -1570507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1570512.000000 Penalty: 4755.421387
	Iteration 49Q: 3 clusters Score -1570512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1570515.750000 Penalty: 4755.421387
	Iteration 50Q: 3 clusters Score -1570516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1570520.750000 Penalty: 4755.421387
	Iteration 51Q: 3 clusters Score -1570521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1570526.750000 Penalty: 4755.421387
	Iteration 52Q: 3 clusters Score -1570527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1570531.125000 Penalty: 4755.421387
	Iteration 53Q: 3 clusters Score -1570531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1570537.625000 Penalty: 4755.421387
	Iteration 54Q: 3 clusters Score -1570538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1570541.500000 Penalty: 4755.421387
	Iteration 55Q: 3 clusters Score -1570542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1570550.750000 Penalty: 4755.421387
	Iteration 56Q: 3 clusters Score -1570551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1570559.500000 Penalty: 4755.421387
	Iteration 57Q: 3 clusters Score -1570560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1570566.000000 Penalty: 4755.421387
	Iteration 58Q: 3 clusters Score -1570566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1570572.375000 Penalty: 4755.421387
	Iteration 59Q: 3 clusters Score -1570572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1570578.625000 Penalty: 4755.421387
	Iteration 60F: 3 clusters Score -1570579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1570589.000000 Penalty: 4755.421387
	Iteration 61Q: 3 clusters Score -1570589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1570604.250000 Penalty: 4755.421387
	Iteration 62Q: 3 clusters Score -1570604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1570622.750000 Penalty: 4755.421387
	Iteration 63Q: 3 clusters Score -1570623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1570641.375000 Penalty: 4755.421387
	Iteration 64Q: 3 clusters Score -1570641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1570666.250000 Penalty: 4755.421387
	Iteration 65Q: 3 clusters Score -1570666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1570690.500000 Penalty: 4755.421387
	Iteration 66Q: 3 clusters Score -1570690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1570716.750000 Penalty: 4755.421387
	Iteration 67Q: 3 clusters Score -1570717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1570752.625000 Penalty: 4755.421387
	Iteration 68Q: 3 clusters Score -1570753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1570782.875000 Penalty: 4755.421387
	Iteration 69Q: 3 clusters Score -1570783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1570818.750000 Penalty: 4755.421387
	Iteration 70Q: 3 clusters Score -1570819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1570871.500000 Penalty: 4755.421387
	Iteration 71Q: 3 clusters Score -1570872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1570924.375000 Penalty: 4755.421387
	Iteration 72Q: 3 clusters Score -1570924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1570982.875000 Penalty: 4755.421387
	Iteration 73Q: 3 clusters Score -1570983 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1571044.250000 Penalty: 4755.421387
	Iteration 74Q: 3 clusters Score -1571044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1571104.250000 Penalty: 4755.421387
	Iteration 75Q: 3 clusters Score -1571104 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1571148.375000 Penalty: 4755.421387
	Iteration 76Q: 3 clusters Score -1571148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1571165.500000 Penalty: 4755.421387
	Iteration 77Q: 3 clusters Score -1571166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1571189.625000 Penalty: 4755.421387
	Iteration 78Q: 3 clusters Score -1571190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1571208.000000 Penalty: 4755.421387
	Iteration 79Q: 3 clusters Score -1571208 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1571227.250000 Penalty: 4755.421387
	Iteration 80F: 3 clusters Score -1571227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1571240.250000 Penalty: 4755.421387
	Iteration 81Q: 3 clusters Score -1571240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1571254.000000 Penalty: 4755.421387
	Iteration 82Q: 3 clusters Score -1571254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1571260.625000 Penalty: 4755.421387
	Iteration 83Q: 3 clusters Score -1571261 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1571272.000000 Penalty: 4755.421387
	Iteration 84Q: 3 clusters Score -1571272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1571285.750000 Penalty: 4755.421387
	Iteration 85Q: 3 clusters Score -1571286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1571289.125000 Penalty: 4755.421387
	Iteration 86Q: 3 clusters Score -1571289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1571301.750000 Penalty: 4755.421387
	Iteration 87Q: 3 clusters Score -1571302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1571310.625000 Penalty: 4755.421387
	Iteration 88Q: 3 clusters Score -1571311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1571318.250000 Penalty: 4755.421387
	Iteration 89Q: 3 clusters Score -1571318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1571324.250000 Penalty: 4755.421387
	Iteration 90Q: 3 clusters Score -1571324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1571326.250000 Penalty: 4755.421387
	Iteration 91Q: 3 clusters Score -1571326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1571329.750000 Penalty: 4755.421387
	Iteration 92Q: 3 clusters Score -1571330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1571332.500000 Penalty: 4755.421387
	Iteration 93Q: 3 clusters Score -1571332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1571333.500000 Penalty: 4755.421387
	Iteration 94Q: 3 clusters Score -1571334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1571335.750000 Penalty: 4755.421387
	Iteration 95Q: 3 clusters Score -1571336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1571332.625000 Penalty: 4755.421387
	Iteration 96Q: 3 clusters Score -1571333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1571337.125000 Penalty: 4755.421387
	Iteration 97Q: 3 clusters Score -1571337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1571336.750000 Penalty: 4755.421387
	Iteration 98Q: 3 clusters Score -1571337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1571339.875000 Penalty: 4755.421387
	Iteration 99Q: 3 clusters Score -1571340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1571340.875000 Penalty: 4755.421387
	Iteration 100F: 3 clusters Score -1571341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1571343.625000 Penalty: 4755.421387
	Iteration 101Q: 3 clusters Score -1571344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1571342.250000 Penalty: 4755.421387
	Iteration 102Q: 3 clusters Score -1571342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1571341.250000 Penalty: 4755.421387
	Iteration 103Q: 3 clusters Score -1571341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1571341.250000 Penalty: 4755.421387
	Iteration 104F: 3 clusters Score -1571341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (178421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178421 members 
Entering Unmasked Estep 
Score: -21098562.000000 Penalty: 2998.791504
	Iteration 0F: 2 clusters Score -2.109856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89311 members 
Mstep: Class 2 contains 89110 members 
Entering Unmasked Estep 
Score: -20983580.000000 Penalty: 5997.583008
	Iteration 0F: 3 clusters Score -2.098358e+07 nChanged 85507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -21035368.000000 Penalty: 5997.583008
	Iteration 1F: 3 clusters Score -2.103537e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -21038044.000000 Penalty: 5997.583008
	Iteration 2Q: 3 clusters Score -2.103804e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99897 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -21042634.000000 Penalty: 5997.583008
	Iteration 3F: 3 clusters Score -2.104263e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106245 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -21049378.000000 Penalty: 5997.583008
	Iteration 4F: 3 clusters Score -2.104938e+07 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -21058582.000000 Penalty: 5997.583008
	Iteration 5F: 3 clusters Score -2.105858e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120893 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -21068688.000000 Penalty: 5997.583008
	Iteration 6F: 3 clusters Score -2.106869e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -21079164.000000 Penalty: 5997.583008
	Iteration 7F: 3 clusters Score -2.107916e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129745 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -21087312.000000 Penalty: 5997.583008
	Iteration 8F: 3 clusters Score -2.108731e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131568 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -21091236.000000 Penalty: 5997.583008
	Iteration 9Q: 3 clusters Score -2.109124e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132855 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -21092814.000000 Penalty: 5997.583008
	Iteration 10Q: 3 clusters Score -2.109281e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133984 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -21093570.000000 Penalty: 5997.583008
	Iteration 11Q: 3 clusters Score -2.109357e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134948 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -21094226.000000 Penalty: 5997.583008
	Iteration 12Q: 3 clusters Score -2.109423e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135855 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -21094720.000000 Penalty: 5997.583008
	Iteration 13Q: 3 clusters Score -2.109472e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136653 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -21095058.000000 Penalty: 5997.583008
	Iteration 14Q: 3 clusters Score -2.109506e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137373 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -21095212.000000 Penalty: 5997.583008
	Iteration 15Q: 3 clusters Score -2.109521e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138051 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -21095300.000000 Penalty: 5997.583008
	Iteration 16Q: 3 clusters Score -2.10953e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138688 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -21095430.000000 Penalty: 5997.583008
	Iteration 17Q: 3 clusters Score -2.109543e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139360 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -21095490.000000 Penalty: 5997.583008
	Iteration 18Q: 3 clusters Score -2.109549e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139996 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -21095666.000000 Penalty: 5997.583008
	Iteration 19Q: 3 clusters Score -2.109567e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140655 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -21095828.000000 Penalty: 5997.583008
	Iteration 20F: 3 clusters Score -2.109583e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141351 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -21095904.000000 Penalty: 5997.583008
	Iteration 21Q: 3 clusters Score -2.10959e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142037 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -21096024.000000 Penalty: 5997.583008
	Iteration 22Q: 3 clusters Score -2.109602e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142709 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -21095996.000000 Penalty: 5997.583008
	Iteration 23Q: 3 clusters Score -2.1096e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143400 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -21096084.000000 Penalty: 5997.583008
	Iteration 24Q: 3 clusters Score -2.109608e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144105 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -21096212.000000 Penalty: 5997.583008
	Iteration 25Q: 3 clusters Score -2.109621e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144741 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -21096232.000000 Penalty: 5997.583008
	Iteration 26Q: 3 clusters Score -2.109623e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145411 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -21096348.000000 Penalty: 5997.583008
	Iteration 27Q: 3 clusters Score -2.109635e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -21096416.000000 Penalty: 5997.583008
	Iteration 28Q: 3 clusters Score -2.109642e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -21096524.000000 Penalty: 5997.583008
	Iteration 29Q: 3 clusters Score -2.109652e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147492 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -21096536.000000 Penalty: 5997.583008
	Iteration 30Q: 3 clusters Score -2.109654e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148174 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -21096634.000000 Penalty: 5997.583008
	Iteration 31Q: 3 clusters Score -2.109663e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -21096692.000000 Penalty: 5997.583008
	Iteration 32Q: 3 clusters Score -2.109669e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149490 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -21096728.000000 Penalty: 5997.583008
	Iteration 33Q: 3 clusters Score -2.109673e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150081 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -21096776.000000 Penalty: 5997.583008
	Iteration 34Q: 3 clusters Score -2.109678e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -21096818.000000 Penalty: 5997.583008
	Iteration 35Q: 3 clusters Score -2.109682e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -21096864.000000 Penalty: 5997.583008
	Iteration 36Q: 3 clusters Score -2.109686e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151847 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -21096958.000000 Penalty: 5997.583008
	Iteration 37Q: 3 clusters Score -2.109696e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -21097032.000000 Penalty: 5997.583008
	Iteration 38Q: 3 clusters Score -2.109703e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153045 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -21097182.000000 Penalty: 5997.583008
	Iteration 39Q: 3 clusters Score -2.109718e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -21097184.000000 Penalty: 5997.583008
	Iteration 40F: 3 clusters Score -2.109718e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -21097284.000000 Penalty: 5997.583008
	Iteration 41Q: 3 clusters Score -2.109728e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -21097322.000000 Penalty: 5997.583008
	Iteration 42Q: 3 clusters Score -2.109732e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -21097292.000000 Penalty: 5997.583008
	Iteration 43Q: 3 clusters Score -2.109729e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155696 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -21097248.000000 Penalty: 5997.583008
	Iteration 44Q: 3 clusters Score -2.109725e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -21097326.000000 Penalty: 5997.583008
	Iteration 45Q: 3 clusters Score -2.109733e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156636 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -21097340.000000 Penalty: 5997.583008
	Iteration 46Q: 3 clusters Score -2.109734e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -21097330.000000 Penalty: 5997.583008
	Iteration 47Q: 3 clusters Score -2.109733e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -21097340.000000 Penalty: 5997.583008
	Iteration 48Q: 3 clusters Score -2.109734e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -21097366.000000 Penalty: 5997.583008
	Iteration 49Q: 3 clusters Score -2.109737e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158371 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -21097350.000000 Penalty: 5997.583008
	Iteration 50Q: 3 clusters Score -2.109735e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158800 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -21097340.000000 Penalty: 5997.583008
	Iteration 51Q: 3 clusters Score -2.109734e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159197 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -21097378.000000 Penalty: 5997.583008
	Iteration 52Q: 3 clusters Score -2.109738e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -21097398.000000 Penalty: 5997.583008
	Iteration 53Q: 3 clusters Score -2.10974e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159998 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -21097388.000000 Penalty: 5997.583008
	Iteration 54Q: 3 clusters Score -2.109739e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160391 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -21097370.000000 Penalty: 5997.583008
	Iteration 55Q: 3 clusters Score -2.109737e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160783 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -21097392.000000 Penalty: 5997.583008
	Iteration 56Q: 3 clusters Score -2.109739e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -21097416.000000 Penalty: 5997.583008
	Iteration 57Q: 3 clusters Score -2.109742e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161485 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -21097480.000000 Penalty: 5997.583008
	Iteration 58Q: 3 clusters Score -2.109748e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -21097460.000000 Penalty: 5997.583008
	Iteration 59Q: 3 clusters Score -2.109746e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -21097464.000000 Penalty: 5997.583008
	Iteration 60F: 3 clusters Score -2.109746e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162461 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -21097514.000000 Penalty: 5997.583008
	Iteration 61Q: 3 clusters Score -2.109751e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162764 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -21097500.000000 Penalty: 5997.583008
	Iteration 62Q: 3 clusters Score -2.10975e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163068 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -21097506.000000 Penalty: 5997.583008
	Iteration 63Q: 3 clusters Score -2.109751e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -21097526.000000 Penalty: 5997.583008
	Iteration 64Q: 3 clusters Score -2.109753e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163671 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -21097544.000000 Penalty: 5997.583008
	Iteration 65Q: 3 clusters Score -2.109754e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -21097536.000000 Penalty: 5997.583008
	Iteration 66Q: 3 clusters Score -2.109754e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -21097548.000000 Penalty: 5997.583008
	Iteration 67Q: 3 clusters Score -2.109755e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164604 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -21097476.000000 Penalty: 5997.583008
	Iteration 68Q: 3 clusters Score -2.109748e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164885 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -21097492.000000 Penalty: 5997.583008
	Iteration 69Q: 3 clusters Score -2.109749e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165145 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -21097472.000000 Penalty: 5997.583008
	Iteration 70Q: 3 clusters Score -2.109747e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -21097466.000000 Penalty: 5997.583008
	Iteration 71Q: 3 clusters Score -2.109747e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165612 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -21097504.000000 Penalty: 5997.583008
	Iteration 72Q: 3 clusters Score -2.10975e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165835 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -21097490.000000 Penalty: 5997.583008
	Iteration 73Q: 3 clusters Score -2.109749e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -21097462.000000 Penalty: 5997.583008
	Iteration 74Q: 3 clusters Score -2.109746e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166227 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -21097458.000000 Penalty: 5997.583008
	Iteration 75Q: 3 clusters Score -2.109746e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -21097506.000000 Penalty: 5997.583008
	Iteration 76Q: 3 clusters Score -2.109751e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166568 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -21097478.000000 Penalty: 5997.583008
	Iteration 77Q: 3 clusters Score -2.109748e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -21097484.000000 Penalty: 5997.583008
	Iteration 78Q: 3 clusters Score -2.109748e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166862 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -21097530.000000 Penalty: 5997.583008
	Iteration 79Q: 3 clusters Score -2.109753e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167014 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -21097462.000000 Penalty: 5997.583008
	Iteration 80F: 3 clusters Score -2.109746e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -21097490.000000 Penalty: 5997.583008
	Iteration 81Q: 3 clusters Score -2.109749e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -21097482.000000 Penalty: 5997.583008
	Iteration 82Q: 3 clusters Score -2.109748e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167438 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -21097446.000000 Penalty: 5997.583008
	Iteration 83Q: 3 clusters Score -2.109745e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167567 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -21097394.000000 Penalty: 5997.583008
	Iteration 84Q: 3 clusters Score -2.109739e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -21097384.000000 Penalty: 5997.583008
	Iteration 85Q: 3 clusters Score -2.109738e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167846 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -21097346.000000 Penalty: 5997.583008
	Iteration 86Q: 3 clusters Score -2.109735e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -21097340.000000 Penalty: 5997.583008
	Iteration 87Q: 3 clusters Score -2.109734e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168095 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -21097298.000000 Penalty: 5997.583008
	Iteration 88Q: 3 clusters Score -2.10973e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168214 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -21097330.000000 Penalty: 5997.583008
	Iteration 89Q: 3 clusters Score -2.109733e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -21097338.000000 Penalty: 5997.583008
	Iteration 90Q: 3 clusters Score -2.109734e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168418 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -21097306.000000 Penalty: 5997.583008
	Iteration 91Q: 3 clusters Score -2.109731e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168531 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -21097312.000000 Penalty: 5997.583008
	Iteration 92Q: 3 clusters Score -2.109731e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168644 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -21097358.000000 Penalty: 5997.583008
	Iteration 93Q: 3 clusters Score -2.109736e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168744 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -21097336.000000 Penalty: 5997.583008
	Iteration 94Q: 3 clusters Score -2.109734e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168835 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -21097332.000000 Penalty: 5997.583008
	Iteration 95Q: 3 clusters Score -2.109733e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -21097310.000000 Penalty: 5997.583008
	Iteration 96Q: 3 clusters Score -2.109731e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168976 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -21097306.000000 Penalty: 5997.583008
	Iteration 97Q: 3 clusters Score -2.109731e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169045 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -21097292.000000 Penalty: 5997.583008
	Iteration 98Q: 3 clusters Score -2.109729e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -21097270.000000 Penalty: 5997.583008
	Iteration 99Q: 3 clusters Score -2.109727e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -21097264.000000 Penalty: 5997.583008
	Iteration 100F: 3 clusters Score -2.109726e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169239 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -21097244.000000 Penalty: 5997.583008
	Iteration 101Q: 3 clusters Score -2.109724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -21097238.000000 Penalty: 5997.583008
	Iteration 102Q: 3 clusters Score -2.109724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169307 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -21097226.000000 Penalty: 5997.583008
	Iteration 103Q: 3 clusters Score -2.109723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -21097230.000000 Penalty: 5997.583008
	Iteration 104Q: 3 clusters Score -2.109723e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -21097232.000000 Penalty: 5997.583008
	Iteration 105Q: 3 clusters Score -2.109723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169416 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -21097228.000000 Penalty: 5997.583008
	Iteration 106Q: 3 clusters Score -2.109723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -21097222.000000 Penalty: 5997.583008
	Iteration 107Q: 3 clusters Score -2.109722e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169501 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -21097206.000000 Penalty: 5997.583008
	Iteration 108Q: 3 clusters Score -2.109721e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -21097226.000000 Penalty: 5997.583008
	Iteration 109Q: 3 clusters Score -2.109723e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -21097230.000000 Penalty: 5997.583008
	Iteration 110Q: 3 clusters Score -2.109723e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169636 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -21097212.000000 Penalty: 5997.583008
	Iteration 111Q: 3 clusters Score -2.109721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169697 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -21097192.000000 Penalty: 5997.583008
	Iteration 112Q: 3 clusters Score -2.109719e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -21097208.000000 Penalty: 5997.583008
	Iteration 113Q: 3 clusters Score -2.109721e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169800 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -21097202.000000 Penalty: 5997.583008
	Iteration 114Q: 3 clusters Score -2.10972e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169859 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -21097186.000000 Penalty: 5997.583008
	Iteration 115Q: 3 clusters Score -2.109719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169926 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -21097160.000000 Penalty: 5997.583008
	Iteration 116Q: 3 clusters Score -2.109716e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169990 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -21097150.000000 Penalty: 5997.583008
	Iteration 117Q: 3 clusters Score -2.109715e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170057 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -21097116.000000 Penalty: 5997.583008
	Iteration 118Q: 3 clusters Score -2.109712e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170121 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -21097090.000000 Penalty: 5997.583008
	Iteration 119Q: 3 clusters Score -2.109709e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -21097094.000000 Penalty: 5997.583008
	Iteration 120F: 3 clusters Score -2.109709e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170246 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.109709e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170305 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -21097114.000000 Penalty: 5997.583008
	Iteration 122Q: 3 clusters Score -2.109711e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -21097086.000000 Penalty: 5997.583008
	Iteration 123Q: 3 clusters Score -2.109709e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170428 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -21097044.000000 Penalty: 5997.583008
	Iteration 124Q: 3 clusters Score -2.109704e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170488 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -21097022.000000 Penalty: 5997.583008
	Iteration 125Q: 3 clusters Score -2.109702e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -21097000.000000 Penalty: 5997.583008
	Iteration 126Q: 3 clusters Score -2.1097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -21097002.000000 Penalty: 5997.583008
	Iteration 127Q: 3 clusters Score -2.1097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170652 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -21097034.000000 Penalty: 5997.583008
	Iteration 128Q: 3 clusters Score -2.109703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -21097050.000000 Penalty: 5997.583008
	Iteration 129Q: 3 clusters Score -2.109705e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170754 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.109703e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170802 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -21097056.000000 Penalty: 5997.583008
	Iteration 131Q: 3 clusters Score -2.109706e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.109706e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170874 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -21097046.000000 Penalty: 5997.583008
	Iteration 133Q: 3 clusters Score -2.109705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.109706e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170969 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -21097072.000000 Penalty: 5997.583008
	Iteration 135Q: 3 clusters Score -2.109707e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171020 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.109707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171072 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.109706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171123 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -21097060.000000 Penalty: 5997.583008
	Iteration 138Q: 3 clusters Score -2.109706e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171169 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.109706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -21097050.000000 Penalty: 5997.583008
	Iteration 140F: 3 clusters Score -2.109705e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171256 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.109706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171299 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.109705e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171333 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.109707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171363 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.109706e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171388 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.109703e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -21097030.000000 Penalty: 5997.583008
	Iteration 146Q: 3 clusters Score -2.109703e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171456 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.109706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171484 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.109706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171512 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -21097080.000000 Penalty: 5997.583008
	Iteration 149Q: 3 clusters Score -2.109708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171537 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -21097076.000000 Penalty: 5997.583008
	Iteration 150Q: 3 clusters Score -2.109708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171559 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.109707e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171581 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.109707e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.109706e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171618 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.109707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171635 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.109709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171648 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -21097082.000000 Penalty: 5997.583008
	Iteration 156Q: 3 clusters Score -2.109708e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171665 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.109707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171677 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.109706e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171685 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.109708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171695 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -21097074.000000 Penalty: 5997.583008
	Iteration 160F: 3 clusters Score -2.109707e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171708 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -21097088.000000 Penalty: 5997.583008
	Iteration 161Q: 3 clusters Score -2.109709e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171720 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.109708e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171737 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -21097062.000000 Penalty: 5997.583008
	Iteration 163Q: 3 clusters Score -2.109706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171749 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.109707e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171759 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.109706e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171769 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.109707e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171774 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.109707e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.109707e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -21097092.000000 Penalty: 5997.583008
	Iteration 169Q: 3 clusters Score -2.109709e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171788 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.109708e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171795 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.109707e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171802 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.109708e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.109707e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171809 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.109708e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171813 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.109705e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171815 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.109706e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171819 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.109708e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171823 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.109705e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171824 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.109706e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171826 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2.109705e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171828 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.109706e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171835 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.109708e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171841 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.109707e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171848 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.109707e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171857 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.109708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171866 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.109708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.109708e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171876 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.109709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171879 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.109709e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171883 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2.10971e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171888 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2.109709e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171892 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.109709e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171897 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2.109708e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.109707e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.109706e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2.109708e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171912 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2.109708e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171914 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2.109707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171917 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2.109708e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171920 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2.109707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171923 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -21097068.000000 Penalty: 5997.583008
	Iteration 201Q: 3 clusters Score -2.109707e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171927 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2.109708e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2.109707e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2.109707e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2.109707e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 171938 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2.109707e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2.109708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171945 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -21097062.000000 Penalty: 5997.583008
	Iteration 208Q: 3 clusters Score -2.109706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -21097064.000000 Penalty: 5997.583008
	Iteration 209Q: 3 clusters Score -2.109706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171947 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -21097068.000000 Penalty: 5997.583008
	Iteration 210Q: 3 clusters Score -2.109707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171948 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -21097062.000000 Penalty: 5997.583008
	Iteration 211Q: 3 clusters Score -2.109706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171950 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -21097064.000000 Penalty: 5997.583008
	Iteration 212Q: 3 clusters Score -2.109706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171951 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -21097068.000000 Penalty: 5997.583008
	Iteration 213Q: 3 clusters Score -2.109707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171953 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -21097050.000000 Penalty: 5997.583008
	Iteration 214Q: 3 clusters Score -2.109705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171953 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -21097050.000000 Penalty: 5997.583008
	Iteration 215F: 3 clusters Score -2.109705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -65062.042969 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -65062.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63469.179688 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -63469.18 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63675.558594 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -63675.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63743.675781 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -63743.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63767.425781 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -63767.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63782.960938 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -63782.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63795.480469 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -63795.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63803.328125 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -63803.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63804.687500 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -63804.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63805.164062 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -63805.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63809.449219 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -63809.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63814.250000 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -63814.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63815.765625 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -63815.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63817.804688 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -63817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63819.082031 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -63819.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63821.585938 Penalty: 3173.703125
	Iteration 14Q: 3 clusters Score -63821.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63821.585938 Penalty: 3173.703125
	Iteration 15F: 3 clusters Score -63821.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Entering Unmasked Estep 
Score: -2282521.500000 Penalty: 2455.804443
	Iteration 0F: 2 clusters Score -2282522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2268500.750000 Penalty: 4911.608887
	Iteration 0F: 3 clusters Score -2268501 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2273276.000000 Penalty: 4911.608887
	Iteration 1F: 3 clusters Score -2273276 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2273782.000000 Penalty: 4911.608887
	Iteration 2F: 3 clusters Score -2273782 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2274230.250000 Penalty: 4911.608887
	Iteration 3F: 3 clusters Score -2274230 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2274627.750000 Penalty: 4911.608887
	Iteration 4Q: 3 clusters Score -2274628 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2274978.000000 Penalty: 4911.608887
	Iteration 5Q: 3 clusters Score -2274978 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2275321.750000 Penalty: 4911.608887
	Iteration 6Q: 3 clusters Score -2275322 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2275623.250000 Penalty: 4911.608887
	Iteration 7Q: 3 clusters Score -2275623 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2275922.250000 Penalty: 4911.608887
	Iteration 8Q: 3 clusters Score -2275922 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2276192.750000 Penalty: 4911.608887
	Iteration 9Q: 3 clusters Score -2276193 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2276452.250000 Penalty: 4911.608887
	Iteration 10Q: 3 clusters Score -2276452 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2276733.250000 Penalty: 4911.608887
	Iteration 11Q: 3 clusters Score -2276733 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2277037.750000 Penalty: 4911.608887
	Iteration 12Q: 3 clusters Score -2277038 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2277329.750000 Penalty: 4911.608887
	Iteration 13Q: 3 clusters Score -2277330 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2277599.500000 Penalty: 4911.608887
	Iteration 14Q: 3 clusters Score -2277600 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2277869.250000 Penalty: 4911.608887
	Iteration 15Q: 3 clusters Score -2277869 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2278119.500000 Penalty: 4911.608887
	Iteration 16Q: 3 clusters Score -2278120 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2278362.250000 Penalty: 4911.608887
	Iteration 17Q: 3 clusters Score -2278362 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2278582.750000 Penalty: 4911.608887
	Iteration 18Q: 3 clusters Score -2278583 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2278813.500000 Penalty: 4911.608887
	Iteration 19Q: 3 clusters Score -2278814 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2279020.250000 Penalty: 4911.608887
	Iteration 20F: 3 clusters Score -2279020 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2279159.750000 Penalty: 4911.608887
	Iteration 21Q: 3 clusters Score -2279160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2279260.000000 Penalty: 4911.608887
	Iteration 22Q: 3 clusters Score -2279260 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2279359.250000 Penalty: 4911.608887
	Iteration 23Q: 3 clusters Score -2279359 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2279422.750000 Penalty: 4911.608887
	Iteration 24Q: 3 clusters Score -2279423 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2279479.250000 Penalty: 4911.608887
	Iteration 25Q: 3 clusters Score -2279479 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -2279522.500000 Penalty: 4911.608887
	Iteration 26Q: 3 clusters Score -2279522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2279541.250000 Penalty: 4911.608887
	Iteration 27Q: 3 clusters Score -2279541 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2279569.250000 Penalty: 4911.608887
	Iteration 28Q: 3 clusters Score -2279569 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2279592.000000 Penalty: 4911.608887
	Iteration 29Q: 3 clusters Score -2279592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2279618.250000 Penalty: 4911.608887
	Iteration 30Q: 3 clusters Score -2279618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2279633.750000 Penalty: 4911.608887
	Iteration 31Q: 3 clusters Score -2279634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2279654.500000 Penalty: 4911.608887
	Iteration 32Q: 3 clusters Score -2279654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2279660.750000 Penalty: 4911.608887
	Iteration 33Q: 3 clusters Score -2279661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2279669.000000 Penalty: 4911.608887
	Iteration 34Q: 3 clusters Score -2279669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2279674.000000 Penalty: 4911.608887
	Iteration 35Q: 3 clusters Score -2279674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2279677.000000 Penalty: 4911.608887
	Iteration 36Q: 3 clusters Score -2279677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2279678.000000 Penalty: 4911.608887
	Iteration 37Q: 3 clusters Score -2279678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2279687.750000 Penalty: 4911.608887
	Iteration 38Q: 3 clusters Score -2279688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2279689.750000 Penalty: 4911.608887
	Iteration 39Q: 3 clusters Score -2279690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2279687.500000 Penalty: 4911.608887
	Iteration 40F: 3 clusters Score -2279688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2279686.500000 Penalty: 4911.608887
	Iteration 41Q: 3 clusters Score -2279686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2279684.500000 Penalty: 4911.608887
	Iteration 42Q: 3 clusters Score -2279684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2279686.000000 Penalty: 4911.608887
	Iteration 43Q: 3 clusters Score -2279686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2279686.750000 Penalty: 4911.608887
	Iteration 44Q: 3 clusters Score -2279687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2279686.750000 Penalty: 4911.608887
	Iteration 45F: 3 clusters Score -2279687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Entering Unmasked Estep 
Score: -2816612.750000 Penalty: 2523.164307
	Iteration 0F: 2 clusters Score -2816613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2798507.250000 Penalty: 5046.328613
	Iteration 0F: 3 clusters Score -2798507 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2805032.500000 Penalty: 5046.328613
	Iteration 1F: 3 clusters Score -2805032 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2805830.500000 Penalty: 5046.328613
	Iteration 2F: 3 clusters Score -2805830 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -2806664.750000 Penalty: 5046.328613
	Iteration 3F: 3 clusters Score -2806665 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2807493.500000 Penalty: 5046.328613
	Iteration 4F: 3 clusters Score -2807494 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2808307.500000 Penalty: 5046.328613
	Iteration 5F: 3 clusters Score -2808308 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2809155.500000 Penalty: 5046.328613
	Iteration 6F: 3 clusters Score -2809156 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2809976.000000 Penalty: 5046.328613
	Iteration 7F: 3 clusters Score -2809976 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2810687.750000 Penalty: 5046.328613
	Iteration 8Q: 3 clusters Score -2810688 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2811240.250000 Penalty: 5046.328613
	Iteration 9Q: 3 clusters Score -2811240 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2811680.250000 Penalty: 5046.328613
	Iteration 10Q: 3 clusters Score -2811680 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2812087.750000 Penalty: 5046.328613
	Iteration 11Q: 3 clusters Score -2812088 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2812375.000000 Penalty: 5046.328613
	Iteration 12Q: 3 clusters Score -2812375 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2812631.500000 Penalty: 5046.328613
	Iteration 13Q: 3 clusters Score -2812632 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2812822.250000 Penalty: 5046.328613
	Iteration 14Q: 3 clusters Score -2812822 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2813009.250000 Penalty: 5046.328613
	Iteration 15Q: 3 clusters Score -2813009 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2813172.000000 Penalty: 5046.328613
	Iteration 16Q: 3 clusters Score -2813172 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2813288.750000 Penalty: 5046.328613
	Iteration 17Q: 3 clusters Score -2813289 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2813398.750000 Penalty: 5046.328613
	Iteration 18Q: 3 clusters Score -2813399 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2813531.750000 Penalty: 5046.328613
	Iteration 19Q: 3 clusters Score -2813532 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2813666.250000 Penalty: 5046.328613
	Iteration 20F: 3 clusters Score -2813666 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2813798.000000 Penalty: 5046.328613
	Iteration 21Q: 3 clusters Score -2813798 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2813920.000000 Penalty: 5046.328613
	Iteration 22Q: 3 clusters Score -2813920 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2814049.000000 Penalty: 5046.328613
	Iteration 23Q: 3 clusters Score -2814049 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2814161.500000 Penalty: 5046.328613
	Iteration 24Q: 3 clusters Score -2814162 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2814263.500000 Penalty: 5046.328613
	Iteration 25Q: 3 clusters Score -2814264 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2814375.250000 Penalty: 5046.328613
	Iteration 26Q: 3 clusters Score -2814375 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2814456.500000 Penalty: 5046.328613
	Iteration 27Q: 3 clusters Score -2814456 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2814537.500000 Penalty: 5046.328613
	Iteration 28Q: 3 clusters Score -2814538 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2814611.250000 Penalty: 5046.328613
	Iteration 29Q: 3 clusters Score -2814611 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2814694.750000 Penalty: 5046.328613
	Iteration 30Q: 3 clusters Score -2814695 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2814771.750000 Penalty: 5046.328613
	Iteration 31Q: 3 clusters Score -2814772 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2814847.000000 Penalty: 5046.328613
	Iteration 32Q: 3 clusters Score -2814847 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2814913.250000 Penalty: 5046.328613
	Iteration 33Q: 3 clusters Score -2814913 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2814983.000000 Penalty: 5046.328613
	Iteration 34Q: 3 clusters Score -2814983 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2815077.000000 Penalty: 5046.328613
	Iteration 35Q: 3 clusters Score -2815077 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2815194.500000 Penalty: 5046.328613
	Iteration 36Q: 3 clusters Score -2815194 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2815332.500000 Penalty: 5046.328613
	Iteration 37Q: 3 clusters Score -2815332 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2815462.750000 Penalty: 5046.328613
	Iteration 38Q: 3 clusters Score -2815463 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2815659.000000 Penalty: 5046.328613
	Iteration 39Q: 3 clusters Score -2815659 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2815797.750000 Penalty: 5046.328613
	Iteration 40F: 3 clusters Score -2815798 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2815931.750000 Penalty: 5046.328613
	Iteration 41Q: 3 clusters Score -2815932 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2816049.750000 Penalty: 5046.328613
	Iteration 42Q: 3 clusters Score -2816050 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2816134.750000 Penalty: 5046.328613
	Iteration 43Q: 3 clusters Score -2816135 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2816214.250000 Penalty: 5046.328613
	Iteration 44Q: 3 clusters Score -2816214 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2816286.250000 Penalty: 5046.328613
	Iteration 45Q: 3 clusters Score -2816286 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2816338.750000 Penalty: 5046.328613
	Iteration 46Q: 3 clusters Score -2816339 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2816376.500000 Penalty: 5046.328613
	Iteration 47Q: 3 clusters Score -2816376 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2816402.750000 Penalty: 5046.328613
	Iteration 48Q: 3 clusters Score -2816403 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2816422.750000 Penalty: 5046.328613
	Iteration 49Q: 3 clusters Score -2816423 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2816434.250000 Penalty: 5046.328613
	Iteration 50Q: 3 clusters Score -2816434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2816440.000000 Penalty: 5046.328613
	Iteration 51Q: 3 clusters Score -2816440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2816453.000000 Penalty: 5046.328613
	Iteration 52Q: 3 clusters Score -2816453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2816455.500000 Penalty: 5046.328613
	Iteration 53Q: 3 clusters Score -2816456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2816464.250000 Penalty: 5046.328613
	Iteration 54Q: 3 clusters Score -2816464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2816467.250000 Penalty: 5046.328613
	Iteration 55Q: 3 clusters Score -2816467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2816466.750000 Penalty: 5046.328613
	Iteration 56Q: 3 clusters Score -2816467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2816481.500000 Penalty: 5046.328613
	Iteration 57Q: 3 clusters Score -2816482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2816484.500000 Penalty: 5046.328613
	Iteration 58Q: 3 clusters Score -2816484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2816479.750000 Penalty: 5046.328613
	Iteration 59Q: 3 clusters Score -2816480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2816480.500000 Penalty: 5046.328613
	Iteration 60F: 3 clusters Score -2816480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2816488.750000 Penalty: 5046.328613
	Iteration 61Q: 3 clusters Score -2816489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2816493.500000 Penalty: 5046.328613
	Iteration 62Q: 3 clusters Score -2816494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2816494.500000 Penalty: 5046.328613
	Iteration 63Q: 3 clusters Score -2816494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2816503.250000 Penalty: 5046.328613
	Iteration 64Q: 3 clusters Score -2816503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2816508.500000 Penalty: 5046.328613
	Iteration 65Q: 3 clusters Score -2816508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2816506.000000 Penalty: 5046.328613
	Iteration 66Q: 3 clusters Score -2816506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2816500.000000 Penalty: 5046.328613
	Iteration 67Q: 3 clusters Score -2816500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2816503.750000 Penalty: 5046.328613
	Iteration 68Q: 3 clusters Score -2816504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2816502.500000 Penalty: 5046.328613
	Iteration 69Q: 3 clusters Score -2816502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2816505.500000 Penalty: 5046.328613
	Iteration 70Q: 3 clusters Score -2816506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2816509.500000 Penalty: 5046.328613
	Iteration 71Q: 3 clusters Score -2816510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2816511.500000 Penalty: 5046.328613
	Iteration 72Q: 3 clusters Score -2816512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2816509.000000 Penalty: 5046.328613
	Iteration 73Q: 3 clusters Score -2816509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2816508.250000 Penalty: 5046.328613
	Iteration 74Q: 3 clusters Score -2816508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2816508.750000 Penalty: 5046.328613
	Iteration 75Q: 3 clusters Score -2816509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2816508.750000 Penalty: 5046.328613
	Iteration 76Q: 3 clusters Score -2816509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2816508.250000 Penalty: 5046.328613
	Iteration 77Q: 3 clusters Score -2816508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2816510.750000 Penalty: 5046.328613
	Iteration 78Q: 3 clusters Score -2816511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2816514.000000 Penalty: 5046.328613
	Iteration 79Q: 3 clusters Score -2816514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2816514.000000 Penalty: 5046.328613
	Iteration 80F: 3 clusters Score -2816514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2816515.250000 Penalty: 5046.328613
	Iteration 81Q: 3 clusters Score -2816515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2816514.750000 Penalty: 5046.328613
	Iteration 82Q: 3 clusters Score -2816515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2816512.250000 Penalty: 5046.328613
	Iteration 83Q: 3 clusters Score -2816512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2816517.250000 Penalty: 5046.328613
	Iteration 84Q: 3 clusters Score -2816517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2816517.250000 Penalty: 5046.328613
	Iteration 85Q: 3 clusters Score -2816517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2816518.750000 Penalty: 5046.328613
	Iteration 86Q: 3 clusters Score -2816519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2816516.750000 Penalty: 5046.328613
	Iteration 87Q: 3 clusters Score -2816517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2816512.500000 Penalty: 5046.328613
	Iteration 88Q: 3 clusters Score -2816512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2816512.750000 Penalty: 5046.328613
	Iteration 89Q: 3 clusters Score -2816513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2816512.750000 Penalty: 5046.328613
	Iteration 90F: 3 clusters Score -2816513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -61072.261719 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -61072.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59449.542969 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -59449.54 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59689.679688 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -59689.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59786.394531 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -59786.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59839.273438 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -59839.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59859.964844 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -59859.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59877.203125 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -59877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59890.410156 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -59890.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59899.621094 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -59899.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59913.945312 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -59913.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59919.683594 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -59919.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59919.683594 Penalty: 3166.219238
	Iteration 10F: 3 clusters Score -59919.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -118315.976562 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -118316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116327.062500 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -116327.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -116643.109375 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -116643.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -116742.125000 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -116742.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -116775.132812 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -116775.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -116796.554688 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -116796.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -116813.187500 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -116813.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -116825.375000 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -116825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -116829.093750 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -116829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -116833.031250 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -116833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -116834.125000 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -116834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -116834.531250 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -116834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -116836.031250 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -116836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -116838.250000 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -116838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -116843.164062 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -116843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -116847.062500 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -116847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -116849.859375 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -116849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -116851.085938 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -116851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -116852.609375 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -116852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -116852.609375 Penalty: 3474.421387
	Iteration 18F: 3 clusters Score -116852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -17183.767578 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -17183.77 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 76 members 
Entering Unmasked Estep 
Score: -16094.970703 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -16094.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16126.897461 Penalty: 2578.454346
	Iteration 1Q: 3 clusters Score -16126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16132.249023 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -16132.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16137.107422 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -16137.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16153.909180 Penalty: 2578.454346
	Iteration 4Q: 3 clusters Score -16153.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16155.930664 Penalty: 2578.454346
	Iteration 5Q: 3 clusters Score -16155.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -16155.930664 Penalty: 2578.454346
	Iteration 6F: 3 clusters Score -16155.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (41556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Entering Unmasked Estep 
Score: -4405397.000000 Penalty: 2637.429688
	Iteration 0F: 2 clusters Score -4405397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4377189.500000 Penalty: 5274.859375
	Iteration 0F: 3 clusters Score -4377190 nChanged 19128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4389034.500000 Penalty: 5274.859375
	Iteration 1F: 3 clusters Score -4389034 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4390608.000000 Penalty: 5274.859375
	Iteration 2F: 3 clusters Score -4390608 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4392177.500000 Penalty: 5274.859375
	Iteration 3F: 3 clusters Score -4392178 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -4393678.500000 Penalty: 5274.859375
	Iteration 4F: 3 clusters Score -4393678 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4394953.500000 Penalty: 5274.859375
	Iteration 5F: 3 clusters Score -4394954 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4396018.500000 Penalty: 5274.859375
	Iteration 6Q: 3 clusters Score -4396018 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4396903.000000 Penalty: 5274.859375
	Iteration 7Q: 3 clusters Score -4396903 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4397640.500000 Penalty: 5274.859375
	Iteration 8Q: 3 clusters Score -4397640 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4398331.500000 Penalty: 5274.859375
	Iteration 9Q: 3 clusters Score -4398332 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4398953.500000 Penalty: 5274.859375
	Iteration 10Q: 3 clusters Score -4398954 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4399569.000000 Penalty: 5274.859375
	Iteration 11Q: 3 clusters Score -4399569 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4400152.000000 Penalty: 5274.859375
	Iteration 12Q: 3 clusters Score -4400152 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -4400734.500000 Penalty: 5274.859375
	Iteration 13Q: 3 clusters Score -4400734 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -4401283.500000 Penalty: 5274.859375
	Iteration 14Q: 3 clusters Score -4401284 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -4401797.500000 Penalty: 5274.859375
	Iteration 15Q: 3 clusters Score -4401798 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4402241.000000 Penalty: 5274.859375
	Iteration 16Q: 3 clusters Score -4402241 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -4402616.500000 Penalty: 5274.859375
	Iteration 17Q: 3 clusters Score -4402616 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4402871.500000 Penalty: 5274.859375
	Iteration 18Q: 3 clusters Score -4402872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4403093.500000 Penalty: 5274.859375
	Iteration 19Q: 3 clusters Score -4403094 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4403251.000000 Penalty: 5274.859375
	Iteration 20F: 3 clusters Score -4403251 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4403365.500000 Penalty: 5274.859375
	Iteration 21Q: 3 clusters Score -4403366 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4403485.000000 Penalty: 5274.859375
	Iteration 22Q: 3 clusters Score -4403485 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4403554.500000 Penalty: 5274.859375
	Iteration 23Q: 3 clusters Score -4403554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4403612.000000 Penalty: 5274.859375
	Iteration 24Q: 3 clusters Score -4403612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4403659.500000 Penalty: 5274.859375
	Iteration 25Q: 3 clusters Score -4403660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4403691.000000 Penalty: 5274.859375
	Iteration 26Q: 3 clusters Score -4403691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4403724.000000 Penalty: 5274.859375
	Iteration 27Q: 3 clusters Score -4403724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4403744.000000 Penalty: 5274.859375
	Iteration 28Q: 3 clusters Score -4403744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4403759.500000 Penalty: 5274.859375
	Iteration 29Q: 3 clusters Score -4403760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4403764.000000 Penalty: 5274.859375
	Iteration 30Q: 3 clusters Score -4403764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4403781.000000 Penalty: 5274.859375
	Iteration 31Q: 3 clusters Score -4403781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4403793.000000 Penalty: 5274.859375
	Iteration 32Q: 3 clusters Score -4403793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4403807.500000 Penalty: 5274.859375
	Iteration 33Q: 3 clusters Score -4403808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4403824.000000 Penalty: 5274.859375
	Iteration 34Q: 3 clusters Score -4403824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4403822.500000 Penalty: 5274.859375
	Iteration 35Q: 3 clusters Score -4403822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4403834.000000 Penalty: 5274.859375
	Iteration 36Q: 3 clusters Score -4403834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4403835.500000 Penalty: 5274.859375
	Iteration 37Q: 3 clusters Score -4403836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4403842.000000 Penalty: 5274.859375
	Iteration 38Q: 3 clusters Score -4403842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4403842.500000 Penalty: 5274.859375
	Iteration 39Q: 3 clusters Score -4403842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4403849.000000 Penalty: 5274.859375
	Iteration 40F: 3 clusters Score -4403849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4403854.500000 Penalty: 5274.859375
	Iteration 41Q: 3 clusters Score -4403854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4403855.000000 Penalty: 5274.859375
	Iteration 42Q: 3 clusters Score -4403855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4403856.500000 Penalty: 5274.859375
	Iteration 43Q: 3 clusters Score -4403856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4403858.500000 Penalty: 5274.859375
	Iteration 44Q: 3 clusters Score -4403858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4403861.000000 Penalty: 5274.859375
	Iteration 45Q: 3 clusters Score -4403861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4403868.500000 Penalty: 5274.859375
	Iteration 46Q: 3 clusters Score -4403868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4403865.500000 Penalty: 5274.859375
	Iteration 47Q: 3 clusters Score -4403866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4403865.500000 Penalty: 5274.859375
	Iteration 48F: 3 clusters Score -4403866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Entering Unmasked Estep 
Score: -6838388.500000 Penalty: 2718.508789
	Iteration 0F: 2 clusters Score -6838388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -6799792.500000 Penalty: 5437.017578
	Iteration 0F: 3 clusters Score -6799792 nChanged 26718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -6814830.500000 Penalty: 5437.017578
	Iteration 1F: 3 clusters Score -6814830 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -6815869.000000 Penalty: 5437.017578
	Iteration 2Q: 3 clusters Score -6815869 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6817474.000000 Penalty: 5437.017578
	Iteration 3F: 3 clusters Score -6817474 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -6820213.500000 Penalty: 5437.017578
	Iteration 4F: 3 clusters Score -6820214 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -6824627.500000 Penalty: 5437.017578
	Iteration 5F: 3 clusters Score -6824628 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6829684.500000 Penalty: 5437.017578
	Iteration 6F: 3 clusters Score -6829684 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6833230.000000 Penalty: 5437.017578
	Iteration 7F: 3 clusters Score -6833230 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6834957.500000 Penalty: 5437.017578
	Iteration 8Q: 3 clusters Score -6834958 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56738 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6835558.500000 Penalty: 5437.017578
	Iteration 9Q: 3 clusters Score -6835558 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6835796.000000 Penalty: 5437.017578
	Iteration 10Q: 3 clusters Score -6835796 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6835906.000000 Penalty: 5437.017578
	Iteration 11Q: 3 clusters Score -6835906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57129 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6835980.500000 Penalty: 5437.017578
	Iteration 12Q: 3 clusters Score -6835980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6836039.000000 Penalty: 5437.017578
	Iteration 13Q: 3 clusters Score -6836039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6836088.000000 Penalty: 5437.017578
	Iteration 14Q: 3 clusters Score -6836088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6836119.000000 Penalty: 5437.017578
	Iteration 15Q: 3 clusters Score -6836119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6836141.000000 Penalty: 5437.017578
	Iteration 16Q: 3 clusters Score -6836141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6836164.000000 Penalty: 5437.017578
	Iteration 17Q: 3 clusters Score -6836164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6836170.000000 Penalty: 5437.017578
	Iteration 18Q: 3 clusters Score -6836170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6836183.000000 Penalty: 5437.017578
	Iteration 19Q: 3 clusters Score -6836183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6836191.500000 Penalty: 5437.017578
	Iteration 20F: 3 clusters Score -6836192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6836195.500000 Penalty: 5437.017578
	Iteration 21Q: 3 clusters Score -6836196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6836199.500000 Penalty: 5437.017578
	Iteration 22Q: 3 clusters Score -6836200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6836212.500000 Penalty: 5437.017578
	Iteration 23Q: 3 clusters Score -6836212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6836220.500000 Penalty: 5437.017578
	Iteration 24Q: 3 clusters Score -6836220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6836222.500000 Penalty: 5437.017578
	Iteration 25Q: 3 clusters Score -6836222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6836231.500000 Penalty: 5437.017578
	Iteration 26Q: 3 clusters Score -6836232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6836231.500000 Penalty: 5437.017578
	Iteration 27F: 3 clusters Score -6836232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Entering Unmasked Estep 
Score: -1908914.625000 Penalty: 2402.023926
	Iteration 0F: 2 clusters Score -1908915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1897390.625000 Penalty: 4804.047852
	Iteration 0F: 3 clusters Score -1897391 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1901169.375000 Penalty: 4804.047852
	Iteration 1F: 3 clusters Score -1901169 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1901503.000000 Penalty: 4804.047852
	Iteration 2F: 3 clusters Score -1901503 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1901742.000000 Penalty: 4804.047852
	Iteration 3Q: 3 clusters Score -1901742 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1901990.250000 Penalty: 4804.047852
	Iteration 4Q: 3 clusters Score -1901990 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1902322.375000 Penalty: 4804.047852
	Iteration 5Q: 3 clusters Score -1902322 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1902692.750000 Penalty: 4804.047852
	Iteration 6Q: 3 clusters Score -1902693 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1903176.625000 Penalty: 4804.047852
	Iteration 7F: 3 clusters Score -1903177 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1903797.625000 Penalty: 4804.047852
	Iteration 8F: 3 clusters Score -1903798 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1904451.250000 Penalty: 4804.047852
	Iteration 9F: 3 clusters Score -1904451 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1905123.375000 Penalty: 4804.047852
	Iteration 10F: 3 clusters Score -1905123 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1905721.250000 Penalty: 4804.047852
	Iteration 11Q: 3 clusters Score -1905721 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1906121.500000 Penalty: 4804.047852
	Iteration 12Q: 3 clusters Score -1906122 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1906402.000000 Penalty: 4804.047852
	Iteration 13Q: 3 clusters Score -1906402 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1906578.750000 Penalty: 4804.047852
	Iteration 14Q: 3 clusters Score -1906579 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1906683.000000 Penalty: 4804.047852
	Iteration 15Q: 3 clusters Score -1906683 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1906768.000000 Penalty: 4804.047852
	Iteration 16Q: 3 clusters Score -1906768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1906824.250000 Penalty: 4804.047852
	Iteration 17Q: 3 clusters Score -1906824 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1906858.500000 Penalty: 4804.047852
	Iteration 18Q: 3 clusters Score -1906858 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1906887.375000 Penalty: 4804.047852
	Iteration 19Q: 3 clusters Score -1906887 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1906909.125000 Penalty: 4804.047852
	Iteration 20F: 3 clusters Score -1906909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1906935.375000 Penalty: 4804.047852
	Iteration 21Q: 3 clusters Score -1906935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1906947.500000 Penalty: 4804.047852
	Iteration 22Q: 3 clusters Score -1906948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1906966.375000 Penalty: 4804.047852
	Iteration 23Q: 3 clusters Score -1906966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1906976.875000 Penalty: 4804.047852
	Iteration 24Q: 3 clusters Score -1906977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1906984.000000 Penalty: 4804.047852
	Iteration 25Q: 3 clusters Score -1906984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1906997.125000 Penalty: 4804.047852
	Iteration 26Q: 3 clusters Score -1906997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1907010.000000 Penalty: 4804.047852
	Iteration 27Q: 3 clusters Score -1907010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1907029.125000 Penalty: 4804.047852
	Iteration 28Q: 3 clusters Score -1907029 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1907039.750000 Penalty: 4804.047852
	Iteration 29Q: 3 clusters Score -1907040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1907055.625000 Penalty: 4804.047852
	Iteration 30Q: 3 clusters Score -1907056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1907067.500000 Penalty: 4804.047852
	Iteration 31Q: 3 clusters Score -1907068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1907067.250000 Penalty: 4804.047852
	Iteration 32Q: 3 clusters Score -1907067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1907080.375000 Penalty: 4804.047852
	Iteration 33Q: 3 clusters Score -1907080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1907086.125000 Penalty: 4804.047852
	Iteration 34Q: 3 clusters Score -1907086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1907094.000000 Penalty: 4804.047852
	Iteration 35Q: 3 clusters Score -1907094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1907102.375000 Penalty: 4804.047852
	Iteration 36Q: 3 clusters Score -1907102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1907112.500000 Penalty: 4804.047852
	Iteration 37Q: 3 clusters Score -1907112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1907119.125000 Penalty: 4804.047852
	Iteration 38Q: 3 clusters Score -1907119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1907120.875000 Penalty: 4804.047852
	Iteration 39Q: 3 clusters Score -1907121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1907118.125000 Penalty: 4804.047852
	Iteration 40F: 3 clusters Score -1907118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1907125.250000 Penalty: 4804.047852
	Iteration 41Q: 3 clusters Score -1907125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1907130.000000 Penalty: 4804.047852
	Iteration 42Q: 3 clusters Score -1907130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1907129.875000 Penalty: 4804.047852
	Iteration 43Q: 3 clusters Score -1907130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1907128.250000 Penalty: 4804.047852
	Iteration 44Q: 3 clusters Score -1907128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1907128.625000 Penalty: 4804.047852
	Iteration 45Q: 3 clusters Score -1907129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1907127.875000 Penalty: 4804.047852
	Iteration 46Q: 3 clusters Score -1907128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1907127.875000 Penalty: 4804.047852
	Iteration 47Q: 3 clusters Score -1907128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -1907128.000000 Penalty: 4804.047852
	Iteration 48Q: 3 clusters Score -1907128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1907132.000000 Penalty: 4804.047852
	Iteration 49Q: 3 clusters Score -1907132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1907132.875000 Penalty: 4804.047852
	Iteration 50Q: 3 clusters Score -1907133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1907132.625000 Penalty: 4804.047852
	Iteration 51Q: 3 clusters Score -1907133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -1907131.375000 Penalty: 4804.047852
	Iteration 52Q: 3 clusters Score -1907131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1907129.875000 Penalty: 4804.047852
	Iteration 53Q: 3 clusters Score -1907130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1907132.375000 Penalty: 4804.047852
	Iteration 54Q: 3 clusters Score -1907132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1907132.875000 Penalty: 4804.047852
	Iteration 55Q: 3 clusters Score -1907133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1907133.625000 Penalty: 4804.047852
	Iteration 56Q: 3 clusters Score -1907134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1907136.375000 Penalty: 4804.047852
	Iteration 57Q: 3 clusters Score -1907136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1907135.000000 Penalty: 4804.047852
	Iteration 58Q: 3 clusters Score -1907135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1907137.625000 Penalty: 4804.047852
	Iteration 59Q: 3 clusters Score -1907138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1907135.375000 Penalty: 4804.047852
	Iteration 60F: 3 clusters Score -1907135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1907136.250000 Penalty: 4804.047852
	Iteration 61Q: 3 clusters Score -1907136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1907136.250000 Penalty: 4804.047852
	Iteration 62F: 3 clusters Score -1907136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -157486.890625 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -157486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -155266.656250 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -155266.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155670.765625 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -155670.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -155823.656250 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -155823.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -155897.421875 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -155897.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -155964.906250 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -155964.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -156009.062500 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -156009.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -156046.843750 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -156046.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156091.359375 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -156091.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -156133.921875 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -156133.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -156173.156250 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -156173.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -156203.796875 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -156203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -156216.578125 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -156216.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -156229.750000 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -156229.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -156241.406250 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -156241.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -156244.281250 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -156244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -156245.718750 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -156245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -156249.656250 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -156249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -156253.828125 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -156253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -156256.890625 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -156256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -156258.750000 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -156258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -156259.968750 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -156260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -156261.531250 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -156261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -156262.250000 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -156262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -156262.250000 Penalty: 3613.951172
	Iteration 23F: 3 clusters Score -156262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -32296.689453 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -32296.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31093.828125 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31093.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31264.384766 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31264.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31305.468750 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -31305.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31317.769531 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31317.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31326.544922 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31326.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31326.544922 Penalty: 2827.420166
	Iteration 5F: 3 clusters Score -31326.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185533 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133385 members 
Mstep: Class 16 contains 193832 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58239 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257631 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128786 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14582 members 
Mstep: Class 32 contains 178421 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19979 members 
Mstep: Class 35 contains 26214 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57626 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977552.000000 Penalty: 154790.421875
Iteration 359Q: 44 clusters Score -2.259776e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185529 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48991 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133385 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58238 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257630 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14582 members 
Mstep: Class 32 contains 178424 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26214 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41556 members 
Mstep: Class 40 contains 57628 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977616.000000 Penalty: 154790.421875
Iteration 360F: 44 clusters Score -2.259776e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185526 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48991 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133385 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12102 members 
Mstep: Class 18 contains 58238 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257627 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14583 members 
Mstep: Class 32 contains 178427 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26213 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41554 members 
Mstep: Class 40 contains 57633 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 361Q: 44 clusters Score -2.259776e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185521 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23181 members 
Mstep: Class 10 contains 48991 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133385 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58238 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257625 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14585 members 
Mstep: Class 32 contains 178428 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26212 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41554 members 
Mstep: Class 40 contains 57637 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 362Q: 44 clusters Score -2.259776e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185517 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23181 members 
Mstep: Class 10 contains 48991 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56145 members 
Mstep: Class 15 contains 133386 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58236 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257626 members 
Mstep: Class 22 contains 88765 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10343 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14588 members 
Mstep: Class 32 contains 178429 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26211 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41552 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977728.000000 Penalty: 154790.421875
Iteration 363Q: 44 clusters Score -2.259777e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23181 members 
Mstep: Class 10 contains 48991 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56146 members 
Mstep: Class 15 contains 133387 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58236 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257626 members 
Mstep: Class 22 contains 88764 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7459 members 
Mstep: Class 27 contains 10342 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14838 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14590 members 
Mstep: Class 32 contains 178430 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26209 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57642 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 364Q: 44 clusters Score -2.259777e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23181 members 
Mstep: Class 10 contains 48992 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133388 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257626 members 
Mstep: Class 22 contains 88764 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7460 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14589 members 
Mstep: Class 32 contains 178429 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26209 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977728.000000 Penalty: 154790.421875
Iteration 365Q: 44 clusters Score -2.259777e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23180 members 
Mstep: Class 10 contains 48993 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133388 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58236 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257626 members 
Mstep: Class 22 contains 88763 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14589 members 
Mstep: Class 32 contains 178431 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26208 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 366Q: 44 clusters Score -2.259777e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178915 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23181 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133390 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58235 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257623 members 
Mstep: Class 22 contains 88759 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14589 members 
Mstep: Class 32 contains 178435 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26208 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977648.000000 Penalty: 154790.421875
Iteration 367Q: 44 clusters Score -2.259776e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58236 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257625 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14589 members 
Mstep: Class 32 contains 178434 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26207 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977616.000000 Penalty: 154790.421875
Iteration 368Q: 44 clusters Score -2.259776e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178914 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58238 members 
Mstep: Class 19 contains 13095 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257627 members 
Mstep: Class 22 contains 88756 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10341 members 
Mstep: Class 28 contains 128785 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14590 members 
Mstep: Class 32 contains 178431 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26206 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977616.000000 Penalty: 154790.421875
Iteration 369Q: 44 clusters Score -2.259776e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11775 members 
Mstep: Class 13 contains 13845 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193834 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13096 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257627 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36122 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10342 members 
Mstep: Class 28 contains 128784 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178432 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26204 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977616.000000 Penalty: 154790.421875
Iteration 370Q: 44 clusters Score -2.259776e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185516 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193833 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58238 members 
Mstep: Class 19 contains 13097 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257628 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36123 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10343 members 
Mstep: Class 28 contains 128783 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178432 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26201 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977536.000000 Penalty: 154790.421875
Iteration 371Q: 44 clusters Score -2.259775e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185517 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193830 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257628 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128782 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178433 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26200 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977616.000000 Penalty: 154790.421875
Iteration 372Q: 44 clusters Score -2.259776e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185518 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193829 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257628 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128782 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178434 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26199 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41551 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977664.000000 Penalty: 154790.421875
Iteration 373Q: 44 clusters Score -2.259777e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193829 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257628 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128782 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178435 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26198 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41550 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 374Q: 44 clusters Score -2.259777e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193830 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257628 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128782 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178435 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26198 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41549 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 375Q: 44 clusters Score -2.259777e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193830 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257628 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128782 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178435 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26198 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41549 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977696.000000 Penalty: 154790.421875
Iteration 376F: 44 clusters Score -2.259777e+08 nChanged 0
Entering ConstructFrom: 
Score: -225977696.000000 Penalty: 154790.421875
Entering ConstructFrom: 
Trying to split cluster 1 (59621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Entering Unmasked Estep 
Score: -6922697.000000 Penalty: 2726.949219
	Iteration 0F: 2 clusters Score -6922697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -6882829.000000 Penalty: 5453.898438
	Iteration 0F: 3 clusters Score -6882829 nChanged 27795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -6898278.000000 Penalty: 5453.898438
	Iteration 1F: 3 clusters Score -6898278 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -6899116.000000 Penalty: 5453.898438
	Iteration 2Q: 3 clusters Score -6899116 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6900177.000000 Penalty: 5453.898438
	Iteration 3Q: 3 clusters Score -6900177 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -6901852.500000 Penalty: 5453.898438
	Iteration 4F: 3 clusters Score -6901852 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -6904024.500000 Penalty: 5453.898438
	Iteration 5F: 3 clusters Score -6904024 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -6906494.000000 Penalty: 5453.898438
	Iteration 6F: 3 clusters Score -6906494 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -6908877.000000 Penalty: 5453.898438
	Iteration 7F: 3 clusters Score -6908877 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -6910918.000000 Penalty: 5453.898438
	Iteration 8F: 3 clusters Score -6910918 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -6912616.500000 Penalty: 5453.898438
	Iteration 9F: 3 clusters Score -6912616 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -6914129.000000 Penalty: 5453.898438
	Iteration 10Q: 3 clusters Score -6914129 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6915500.500000 Penalty: 5453.898438
	Iteration 11Q: 3 clusters Score -6915500 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -6916843.000000 Penalty: 5453.898438
	Iteration 12Q: 3 clusters Score -6916843 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -6917946.000000 Penalty: 5453.898438
	Iteration 13Q: 3 clusters Score -6917946 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -6918703.500000 Penalty: 5453.898438
	Iteration 14Q: 3 clusters Score -6918704 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -6919292.500000 Penalty: 5453.898438
	Iteration 15Q: 3 clusters Score -6919292 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -6919747.500000 Penalty: 5453.898438
	Iteration 16Q: 3 clusters Score -6919748 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 58085 members 
Entering Unmasked Estep 
Score: -6919994.500000 Penalty: 5453.898438
	Iteration 17Q: 3 clusters Score -6919994 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -6920124.000000 Penalty: 5453.898438
	Iteration 18Q: 3 clusters Score -6920124 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -6920235.000000 Penalty: 5453.898438
	Iteration 19Q: 3 clusters Score -6920235 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -6920286.500000 Penalty: 5453.898438
	Iteration 20F: 3 clusters Score -6920286 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -6920350.500000 Penalty: 5453.898438
	Iteration 21Q: 3 clusters Score -6920350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 58731 members 
Entering Unmasked Estep 
Score: -6920384.000000 Penalty: 5453.898438
	Iteration 22Q: 3 clusters Score -6920384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -6920412.500000 Penalty: 5453.898438
	Iteration 23Q: 3 clusters Score -6920412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -6920436.500000 Penalty: 5453.898438
	Iteration 24Q: 3 clusters Score -6920436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 58818 members 
Entering Unmasked Estep 
Score: -6920455.000000 Penalty: 5453.898438
	Iteration 25Q: 3 clusters Score -6920455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -6920456.000000 Penalty: 5453.898438
	Iteration 26Q: 3 clusters Score -6920456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -6920460.000000 Penalty: 5453.898438
	Iteration 27Q: 3 clusters Score -6920460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -6920458.000000 Penalty: 5453.898438
	Iteration 28Q: 3 clusters Score -6920458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -6920463.000000 Penalty: 5453.898438
	Iteration 29Q: 3 clusters Score -6920463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -6920469.500000 Penalty: 5453.898438
	Iteration 30Q: 3 clusters Score -6920470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -6920469.500000 Penalty: 5453.898438
	Iteration 31Q: 3 clusters Score -6920470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -6920477.500000 Penalty: 5453.898438
	Iteration 32Q: 3 clusters Score -6920478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -6920484.000000 Penalty: 5453.898438
	Iteration 33Q: 3 clusters Score -6920484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -6920483.500000 Penalty: 5453.898438
	Iteration 34Q: 3 clusters Score -6920484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -6920484.000000 Penalty: 5453.898438
	Iteration 35Q: 3 clusters Score -6920484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -6920486.000000 Penalty: 5453.898438
	Iteration 36Q: 3 clusters Score -6920486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -6920482.500000 Penalty: 5453.898438
	Iteration 37Q: 3 clusters Score -6920482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -6920488.000000 Penalty: 5453.898438
	Iteration 38Q: 3 clusters Score -6920488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -6920490.500000 Penalty: 5453.898438
	Iteration 39Q: 3 clusters Score -6920490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 58926 members 
Entering Unmasked Estep 
Score: -6920490.500000 Penalty: 5453.898438
	Iteration 40F: 3 clusters Score -6920490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Entering Unmasked Estep 
Score: -1371051.500000 Penalty: 2327.700439
	Iteration 0F: 2 clusters Score -1371052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1362241.250000 Penalty: 4655.400879
	Iteration 0F: 3 clusters Score -1362241 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1364899.000000 Penalty: 4655.400879
	Iteration 1F: 3 clusters Score -1364899 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1365264.250000 Penalty: 4655.400879
	Iteration 2F: 3 clusters Score -1365264 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1365547.000000 Penalty: 4655.400879
	Iteration 3F: 3 clusters Score -1365547 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1365773.750000 Penalty: 4655.400879
	Iteration 4Q: 3 clusters Score -1365774 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1365984.500000 Penalty: 4655.400879
	Iteration 5Q: 3 clusters Score -1365984 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1366211.750000 Penalty: 4655.400879
	Iteration 6Q: 3 clusters Score -1366212 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1366476.250000 Penalty: 4655.400879
	Iteration 7Q: 3 clusters Score -1366476 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1366830.000000 Penalty: 4655.400879
	Iteration 8Q: 3 clusters Score -1366830 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1367288.000000 Penalty: 4655.400879
	Iteration 9Q: 3 clusters Score -1367288 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1367759.125000 Penalty: 4655.400879
	Iteration 10F: 3 clusters Score -1367759 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1368243.625000 Penalty: 4655.400879
	Iteration 11F: 3 clusters Score -1368244 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1368622.875000 Penalty: 4655.400879
	Iteration 12Q: 3 clusters Score -1368623 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1368919.500000 Penalty: 4655.400879
	Iteration 13Q: 3 clusters Score -1368920 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1369158.500000 Penalty: 4655.400879
	Iteration 14Q: 3 clusters Score -1369158 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1369327.625000 Penalty: 4655.400879
	Iteration 15Q: 3 clusters Score -1369328 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1369443.750000 Penalty: 4655.400879
	Iteration 16Q: 3 clusters Score -1369444 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1369532.250000 Penalty: 4655.400879
	Iteration 17Q: 3 clusters Score -1369532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1369582.875000 Penalty: 4655.400879
	Iteration 18Q: 3 clusters Score -1369583 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1369625.375000 Penalty: 4655.400879
	Iteration 19Q: 3 clusters Score -1369625 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1369659.000000 Penalty: 4655.400879
	Iteration 20F: 3 clusters Score -1369659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1369688.500000 Penalty: 4655.400879
	Iteration 21Q: 3 clusters Score -1369688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1369725.250000 Penalty: 4655.400879
	Iteration 22Q: 3 clusters Score -1369725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1369768.250000 Penalty: 4655.400879
	Iteration 23Q: 3 clusters Score -1369768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1369809.375000 Penalty: 4655.400879
	Iteration 24Q: 3 clusters Score -1369809 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1369855.250000 Penalty: 4655.400879
	Iteration 25Q: 3 clusters Score -1369855 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1369902.500000 Penalty: 4655.400879
	Iteration 26Q: 3 clusters Score -1369902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1369946.625000 Penalty: 4655.400879
	Iteration 27Q: 3 clusters Score -1369947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1369982.250000 Penalty: 4655.400879
	Iteration 28Q: 3 clusters Score -1369982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1370024.375000 Penalty: 4655.400879
	Iteration 29Q: 3 clusters Score -1370024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1370065.625000 Penalty: 4655.400879
	Iteration 30Q: 3 clusters Score -1370066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1370130.625000 Penalty: 4655.400879
	Iteration 31Q: 3 clusters Score -1370131 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1370210.750000 Penalty: 4655.400879
	Iteration 32Q: 3 clusters Score -1370211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1370298.250000 Penalty: 4655.400879
	Iteration 33Q: 3 clusters Score -1370298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1370378.625000 Penalty: 4655.400879
	Iteration 34Q: 3 clusters Score -1370379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1370437.500000 Penalty: 4655.400879
	Iteration 35Q: 3 clusters Score -1370438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1370467.750000 Penalty: 4655.400879
	Iteration 36Q: 3 clusters Score -1370468 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1370483.000000 Penalty: 4655.400879
	Iteration 37Q: 3 clusters Score -1370483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1370494.250000 Penalty: 4655.400879
	Iteration 38Q: 3 clusters Score -1370494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1370510.375000 Penalty: 4655.400879
	Iteration 39Q: 3 clusters Score -1370510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1370529.250000 Penalty: 4655.400879
	Iteration 40F: 3 clusters Score -1370529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1370541.500000 Penalty: 4655.400879
	Iteration 41Q: 3 clusters Score -1370542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1370541.625000 Penalty: 4655.400879
	Iteration 42Q: 3 clusters Score -1370542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1370543.875000 Penalty: 4655.400879
	Iteration 43Q: 3 clusters Score -1370544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1370547.500000 Penalty: 4655.400879
	Iteration 44Q: 3 clusters Score -1370548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1370551.250000 Penalty: 4655.400879
	Iteration 45Q: 3 clusters Score -1370551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1370550.625000 Penalty: 4655.400879
	Iteration 46Q: 3 clusters Score -1370551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1370550.625000 Penalty: 4655.400879
	Iteration 47F: 3 clusters Score -1370551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -666357.187500 Penalty: 2155.529297
	Iteration 0F: 2 clusters Score -666357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -661171.187500 Penalty: 4311.058594
	Iteration 0F: 3 clusters Score -661171.2 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -662508.875000 Penalty: 4311.058594
	Iteration 1F: 3 clusters Score -662508.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -662773.437500 Penalty: 4311.058594
	Iteration 2F: 3 clusters Score -662773.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -662990.750000 Penalty: 4311.058594
	Iteration 3F: 3 clusters Score -662990.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -663175.312500 Penalty: 4311.058594
	Iteration 4Q: 3 clusters Score -663175.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -663317.875000 Penalty: 4311.058594
	Iteration 5Q: 3 clusters Score -663317.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -663465.125000 Penalty: 4311.058594
	Iteration 6Q: 3 clusters Score -663465.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -663591.375000 Penalty: 4311.058594
	Iteration 7Q: 3 clusters Score -663591.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -663694.437500 Penalty: 4311.058594
	Iteration 8Q: 3 clusters Score -663694.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -663792.687500 Penalty: 4311.058594
	Iteration 9Q: 3 clusters Score -663792.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -663874.187500 Penalty: 4311.058594
	Iteration 10Q: 3 clusters Score -663874.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -663952.000000 Penalty: 4311.058594
	Iteration 11Q: 3 clusters Score -663952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -664040.562500 Penalty: 4311.058594
	Iteration 12Q: 3 clusters Score -664040.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -664127.562500 Penalty: 4311.058594
	Iteration 13Q: 3 clusters Score -664127.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -664235.500000 Penalty: 4311.058594
	Iteration 14Q: 3 clusters Score -664235.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -664332.437500 Penalty: 4311.058594
	Iteration 15Q: 3 clusters Score -664332.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -664416.250000 Penalty: 4311.058594
	Iteration 16Q: 3 clusters Score -664416.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -664486.812500 Penalty: 4311.058594
	Iteration 17Q: 3 clusters Score -664486.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -664538.125000 Penalty: 4311.058594
	Iteration 18Q: 3 clusters Score -664538.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -664576.750000 Penalty: 4311.058594
	Iteration 19Q: 3 clusters Score -664576.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -664604.437500 Penalty: 4311.058594
	Iteration 20F: 3 clusters Score -664604.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -664630.687500 Penalty: 4311.058594
	Iteration 21Q: 3 clusters Score -664630.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -664652.187500 Penalty: 4311.058594
	Iteration 22Q: 3 clusters Score -664652.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -664669.437500 Penalty: 4311.058594
	Iteration 23Q: 3 clusters Score -664669.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -664684.312500 Penalty: 4311.058594
	Iteration 24Q: 3 clusters Score -664684.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -664696.687500 Penalty: 4311.058594
	Iteration 25Q: 3 clusters Score -664696.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -664705.812500 Penalty: 4311.058594
	Iteration 26Q: 3 clusters Score -664705.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -664712.250000 Penalty: 4311.058594
	Iteration 27Q: 3 clusters Score -664712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -664718.562500 Penalty: 4311.058594
	Iteration 28Q: 3 clusters Score -664718.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -664723.625000 Penalty: 4311.058594
	Iteration 29Q: 3 clusters Score -664723.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -664729.437500 Penalty: 4311.058594
	Iteration 30Q: 3 clusters Score -664729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -664734.375000 Penalty: 4311.058594
	Iteration 31Q: 3 clusters Score -664734.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -664737.937500 Penalty: 4311.058594
	Iteration 32Q: 3 clusters Score -664737.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -664741.750000 Penalty: 4311.058594
	Iteration 33Q: 3 clusters Score -664741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -664744.375000 Penalty: 4311.058594
	Iteration 34Q: 3 clusters Score -664744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -664745.937500 Penalty: 4311.058594
	Iteration 35Q: 3 clusters Score -664745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -664747.562500 Penalty: 4311.058594
	Iteration 36Q: 3 clusters Score -664747.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -664749.375000 Penalty: 4311.058594
	Iteration 37Q: 3 clusters Score -664749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -664751.062500 Penalty: 4311.058594
	Iteration 38Q: 3 clusters Score -664751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -664754.562500 Penalty: 4311.058594
	Iteration 39Q: 3 clusters Score -664754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -664760.562500 Penalty: 4311.058594
	Iteration 40F: 3 clusters Score -664760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -664761.125000 Penalty: 4311.058594
	Iteration 41Q: 3 clusters Score -664761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -664763.875000 Penalty: 4311.058594
	Iteration 42Q: 3 clusters Score -664763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -664766.125000 Penalty: 4311.058594
	Iteration 43Q: 3 clusters Score -664766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -664769.125000 Penalty: 4311.058594
	Iteration 44Q: 3 clusters Score -664769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -664772.062500 Penalty: 4311.058594
	Iteration 45Q: 3 clusters Score -664772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -664771.500000 Penalty: 4311.058594
	Iteration 46Q: 3 clusters Score -664771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -664773.375000 Penalty: 4311.058594
	Iteration 47Q: 3 clusters Score -664773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -664775.125000 Penalty: 4311.058594
	Iteration 48Q: 3 clusters Score -664775.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -664776.250000 Penalty: 4311.058594
	Iteration 49Q: 3 clusters Score -664776.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -664776.687500 Penalty: 4311.058594
	Iteration 50Q: 3 clusters Score -664776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -664780.125000 Penalty: 4311.058594
	Iteration 51Q: 3 clusters Score -664780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -664780.687500 Penalty: 4311.058594
	Iteration 52Q: 3 clusters Score -664780.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -664783.750000 Penalty: 4311.058594
	Iteration 53Q: 3 clusters Score -664783.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -664785.062500 Penalty: 4311.058594
	Iteration 54Q: 3 clusters Score -664785.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -664784.500000 Penalty: 4311.058594
	Iteration 55Q: 3 clusters Score -664784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -664787.250000 Penalty: 4311.058594
	Iteration 56Q: 3 clusters Score -664787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -664786.562500 Penalty: 4311.058594
	Iteration 57Q: 3 clusters Score -664786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -664786.562500 Penalty: 4311.058594
	Iteration 58F: 3 clusters Score -664786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Entering Unmasked Estep 
Score: -20713166.000000 Penalty: 2999.474365
	Iteration 0F: 2 clusters Score -2.071317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 89111 members 
Entering Unmasked Estep 
Score: -20594096.000000 Penalty: 5998.948730
	Iteration 0F: 3 clusters Score -2.05941e+07 nChanged 86074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -20644994.000000 Penalty: 5998.948730
	Iteration 1F: 3 clusters Score -2.064499e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101638 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -20647660.000000 Penalty: 5998.948730
	Iteration 2Q: 3 clusters Score -2.064766e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109435 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -20652604.000000 Penalty: 5998.948730
	Iteration 3F: 3 clusters Score -2.06526e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120417 members 
Mstep: Class 2 contains 58496 members 
Entering Unmasked Estep 
Score: -20660532.000000 Penalty: 5998.948730
	Iteration 4F: 3 clusters Score -2.066053e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133755 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -20671948.000000 Penalty: 5998.948730
	Iteration 5F: 3 clusters Score -2.067195e+07 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147606 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -20684562.000000 Penalty: 5998.948730
	Iteration 6F: 3 clusters Score -2.068456e+07 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159542 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -20695526.000000 Penalty: 5998.948730
	Iteration 7F: 3 clusters Score -2.069553e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168086 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -20703084.000000 Penalty: 5998.948730
	Iteration 8Q: 3 clusters Score -2.070308e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173399 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -20707240.000000 Penalty: 5998.948730
	Iteration 9Q: 3 clusters Score -2.070724e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176024 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -20709182.000000 Penalty: 5998.948730
	Iteration 10Q: 3 clusters Score -2.070918e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177241 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -20709904.000000 Penalty: 5998.948730
	Iteration 11Q: 3 clusters Score -2.07099e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177764 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20710244.000000 Penalty: 5998.948730
	Iteration 12Q: 3 clusters Score -2.071024e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178024 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20710472.000000 Penalty: 5998.948730
	Iteration 13Q: 3 clusters Score -2.071047e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178149 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20710594.000000 Penalty: 5998.948730
	Iteration 14Q: 3 clusters Score -2.071059e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178227 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -20710636.000000 Penalty: 5998.948730
	Iteration 15Q: 3 clusters Score -2.071064e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178266 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -20710660.000000 Penalty: 5998.948730
	Iteration 16Q: 3 clusters Score -2.071066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178296 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20710688.000000 Penalty: 5998.948730
	Iteration 17Q: 3 clusters Score -2.071069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178317 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -20710708.000000 Penalty: 5998.948730
	Iteration 18Q: 3 clusters Score -2.071071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178328 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -20710750.000000 Penalty: 5998.948730
	Iteration 19Q: 3 clusters Score -2.071075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178343 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20710760.000000 Penalty: 5998.948730
	Iteration 20F: 3 clusters Score -2.071076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178353 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -20710762.000000 Penalty: 5998.948730
	Iteration 21Q: 3 clusters Score -2.071076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178355 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -20710790.000000 Penalty: 5998.948730
	Iteration 22Q: 3 clusters Score -2.071079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178357 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20710788.000000 Penalty: 5998.948730
	Iteration 23Q: 3 clusters Score -2.071079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178361 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20710798.000000 Penalty: 5998.948730
	Iteration 24Q: 3 clusters Score -2.07108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178367 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -20710772.000000 Penalty: 5998.948730
	Iteration 25Q: 3 clusters Score -2.071077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178373 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20710772.000000 Penalty: 5998.948730
	Iteration 26Q: 3 clusters Score -2.071077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -20710788.000000 Penalty: 5998.948730
	Iteration 27Q: 3 clusters Score -2.071079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178385 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -20710782.000000 Penalty: 5998.948730
	Iteration 28Q: 3 clusters Score -2.071078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -20710802.000000 Penalty: 5998.948730
	Iteration 29Q: 3 clusters Score -2.07108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178387 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20710812.000000 Penalty: 5998.948730
	Iteration 30Q: 3 clusters Score -2.071081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178394 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -20710830.000000 Penalty: 5998.948730
	Iteration 31Q: 3 clusters Score -2.071083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178395 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20710826.000000 Penalty: 5998.948730
	Iteration 32Q: 3 clusters Score -2.071083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178396 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20710834.000000 Penalty: 5998.948730
	Iteration 33Q: 3 clusters Score -2.071083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20710844.000000 Penalty: 5998.948730
	Iteration 34Q: 3 clusters Score -2.071084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20710840.000000 Penalty: 5998.948730
	Iteration 35Q: 3 clusters Score -2.071084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20710856.000000 Penalty: 5998.948730
	Iteration 36Q: 3 clusters Score -2.071086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178399 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20710856.000000 Penalty: 5998.948730
	Iteration 37Q: 3 clusters Score -2.071086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178400 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -20710842.000000 Penalty: 5998.948730
	Iteration 38Q: 3 clusters Score -2.071084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20710862.000000 Penalty: 5998.948730
	Iteration 39Q: 3 clusters Score -2.071086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20710860.000000 Penalty: 5998.948730
	Iteration 40F: 3 clusters Score -2.071086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -20710848.000000 Penalty: 5998.948730
	Iteration 41Q: 3 clusters Score -2.071085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178402 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -20710846.000000 Penalty: 5998.948730
	Iteration 42Q: 3 clusters Score -2.071085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20710856.000000 Penalty: 5998.948730
	Iteration 43Q: 3 clusters Score -2.071086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20710856.000000 Penalty: 5998.948730
	Iteration 44F: 3 clusters Score -2.071086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (185519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185519 members 
Entering Unmasked Estep 
Score: -21777610.000000 Penalty: 3008.466309
	Iteration 0F: 2 clusters Score -2.177761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92387 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -21659344.000000 Penalty: 6016.932617
	Iteration 0F: 3 clusters Score -2.165934e+07 nChanged 89012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -21711610.000000 Penalty: 6016.932617
	Iteration 1F: 3 clusters Score -2.171161e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -21713132.000000 Penalty: 6016.932617
	Iteration 2Q: 3 clusters Score -2.171313e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -21715404.000000 Penalty: 6016.932617
	Iteration 3Q: 3 clusters Score -2.17154e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 107919 members 
Entering Unmasked Estep 
Score: -21719002.000000 Penalty: 6016.932617
	Iteration 4Q: 3 clusters Score -2.1719e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70397 members 
Mstep: Class 2 contains 115122 members 
Entering Unmasked Estep 
Score: -21725110.000000 Penalty: 6016.932617
	Iteration 5F: 3 clusters Score -2.172511e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 124705 members 
Entering Unmasked Estep 
Score: -21734060.000000 Penalty: 6016.932617
	Iteration 6F: 3 clusters Score -2.173406e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 136131 members 
Entering Unmasked Estep 
Score: -21745478.000000 Penalty: 6016.932617
	Iteration 7F: 3 clusters Score -2.174548e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -21756486.000000 Penalty: 6016.932617
	Iteration 8F: 3 clusters Score -2.175649e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 157933 members 
Entering Unmasked Estep 
Score: -21764844.000000 Penalty: 6016.932617
	Iteration 9F: 3 clusters Score -2.176484e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -21770124.000000 Penalty: 6016.932617
	Iteration 10Q: 3 clusters Score -2.177012e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -21773020.000000 Penalty: 6016.932617
	Iteration 11Q: 3 clusters Score -2.177302e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 175309 members 
Entering Unmasked Estep 
Score: -21774392.000000 Penalty: 6016.932617
	Iteration 12Q: 3 clusters Score -2.177439e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 177866 members 
Entering Unmasked Estep 
Score: -21774984.000000 Penalty: 6016.932617
	Iteration 13Q: 3 clusters Score -2.177498e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 179448 members 
Entering Unmasked Estep 
Score: -21775330.000000 Penalty: 6016.932617
	Iteration 14Q: 3 clusters Score -2.177533e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 180521 members 
Entering Unmasked Estep 
Score: -21775548.000000 Penalty: 6016.932617
	Iteration 15Q: 3 clusters Score -2.177555e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 181259 members 
Entering Unmasked Estep 
Score: -21775670.000000 Penalty: 6016.932617
	Iteration 16Q: 3 clusters Score -2.177567e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -21775734.000000 Penalty: 6016.932617
	Iteration 17Q: 3 clusters Score -2.177573e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 182096 members 
Entering Unmasked Estep 
Score: -21775726.000000 Penalty: 6016.932617
	Iteration 18Q: 3 clusters Score -2.177573e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 182349 members 
Entering Unmasked Estep 
Score: -21775842.000000 Penalty: 6016.932617
	Iteration 19Q: 3 clusters Score -2.177584e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 182515 members 
Entering Unmasked Estep 
Score: -21775904.000000 Penalty: 6016.932617
	Iteration 20F: 3 clusters Score -2.17759e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 182676 members 
Entering Unmasked Estep 
Score: -21775876.000000 Penalty: 6016.932617
	Iteration 21Q: 3 clusters Score -2.177588e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 182793 members 
Entering Unmasked Estep 
Score: -21775834.000000 Penalty: 6016.932617
	Iteration 22Q: 3 clusters Score -2.177583e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 182869 members 
Entering Unmasked Estep 
Score: -21775866.000000 Penalty: 6016.932617
	Iteration 23Q: 3 clusters Score -2.177587e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 182938 members 
Entering Unmasked Estep 
Score: -21775886.000000 Penalty: 6016.932617
	Iteration 24Q: 3 clusters Score -2.177589e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 183007 members 
Entering Unmasked Estep 
Score: -21775942.000000 Penalty: 6016.932617
	Iteration 25Q: 3 clusters Score -2.177594e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 183067 members 
Entering Unmasked Estep 
Score: -21775972.000000 Penalty: 6016.932617
	Iteration 26Q: 3 clusters Score -2.177597e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 183120 members 
Entering Unmasked Estep 
Score: -21775976.000000 Penalty: 6016.932617
	Iteration 27Q: 3 clusters Score -2.177598e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 183171 members 
Entering Unmasked Estep 
Score: -21775946.000000 Penalty: 6016.932617
	Iteration 28Q: 3 clusters Score -2.177595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 183213 members 
Entering Unmasked Estep 
Score: -21775942.000000 Penalty: 6016.932617
	Iteration 29Q: 3 clusters Score -2.177594e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 183257 members 
Entering Unmasked Estep 
Score: -21775928.000000 Penalty: 6016.932617
	Iteration 30Q: 3 clusters Score -2.177593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 183280 members 
Entering Unmasked Estep 
Score: -21775954.000000 Penalty: 6016.932617
	Iteration 31Q: 3 clusters Score -2.177595e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 183315 members 
Entering Unmasked Estep 
Score: -21775932.000000 Penalty: 6016.932617
	Iteration 32Q: 3 clusters Score -2.177593e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 183355 members 
Entering Unmasked Estep 
Score: -21775954.000000 Penalty: 6016.932617
	Iteration 33Q: 3 clusters Score -2.177595e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 183389 members 
Entering Unmasked Estep 
Score: -21775922.000000 Penalty: 6016.932617
	Iteration 34Q: 3 clusters Score -2.177592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 183411 members 
Entering Unmasked Estep 
Score: -21775964.000000 Penalty: 6016.932617
	Iteration 35Q: 3 clusters Score -2.177596e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 183430 members 
Entering Unmasked Estep 
Score: -21775988.000000 Penalty: 6016.932617
	Iteration 36Q: 3 clusters Score -2.177599e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 183455 members 
Entering Unmasked Estep 
Score: -21775960.000000 Penalty: 6016.932617
	Iteration 37Q: 3 clusters Score -2.177596e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 183474 members 
Entering Unmasked Estep 
Score: -21775924.000000 Penalty: 6016.932617
	Iteration 38Q: 3 clusters Score -2.177592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 183491 members 
Entering Unmasked Estep 
Score: -21775938.000000 Penalty: 6016.932617
	Iteration 39Q: 3 clusters Score -2.177594e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 183509 members 
Entering Unmasked Estep 
Score: -21775948.000000 Penalty: 6016.932617
	Iteration 40F: 3 clusters Score -2.177595e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -21775970.000000 Penalty: 6016.932617
	Iteration 41Q: 3 clusters Score -2.177597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 183535 members 
Entering Unmasked Estep 
Score: -21775960.000000 Penalty: 6016.932617
	Iteration 42Q: 3 clusters Score -2.177596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 183543 members 
Entering Unmasked Estep 
Score: -21775972.000000 Penalty: 6016.932617
	Iteration 43Q: 3 clusters Score -2.177597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 183550 members 
Entering Unmasked Estep 
Score: -21775968.000000 Penalty: 6016.932617
	Iteration 44Q: 3 clusters Score -2.177597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 183556 members 
Entering Unmasked Estep 
Score: -21775968.000000 Penalty: 6016.932617
	Iteration 45Q: 3 clusters Score -2.177597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 183567 members 
Entering Unmasked Estep 
Score: -21775996.000000 Penalty: 6016.932617
	Iteration 46Q: 3 clusters Score -2.1776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 183577 members 
Entering Unmasked Estep 
Score: -21775980.000000 Penalty: 6016.932617
	Iteration 47Q: 3 clusters Score -2.177598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 183578 members 
Entering Unmasked Estep 
Score: -21775984.000000 Penalty: 6016.932617
	Iteration 48Q: 3 clusters Score -2.177598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 183584 members 
Entering Unmasked Estep 
Score: -21776000.000000 Penalty: 6016.932617
	Iteration 49Q: 3 clusters Score -2.1776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 183587 members 
Entering Unmasked Estep 
Score: -21775988.000000 Penalty: 6016.932617
	Iteration 50Q: 3 clusters Score -2.177599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 183588 members 
Entering Unmasked Estep 
Score: -21775992.000000 Penalty: 6016.932617
	Iteration 51Q: 3 clusters Score -2.177599e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 183588 members 
Entering Unmasked Estep 
Score: -21775992.000000 Penalty: 6016.932617
	Iteration 52F: 3 clusters Score -2.177599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -85101.687500 Penalty: 1669.588257
	Iteration 0F: 2 clusters Score -85101.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83337.117188 Penalty: 3339.176514
	Iteration 0F: 3 clusters Score -83337.12 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83668.148438 Penalty: 3339.176514
	Iteration 1F: 3 clusters Score -83668.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83795.070312 Penalty: 3339.176514
	Iteration 2F: 3 clusters Score -83795.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83880.367188 Penalty: 3339.176514
	Iteration 3Q: 3 clusters Score -83880.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -83944.593750 Penalty: 3339.176514
	Iteration 4Q: 3 clusters Score -83944.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84009.609375 Penalty: 3339.176514
	Iteration 5Q: 3 clusters Score -84009.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84063.031250 Penalty: 3339.176514
	Iteration 6Q: 3 clusters Score -84063.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -84101.687500 Penalty: 3339.176514
	Iteration 7Q: 3 clusters Score -84101.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84126.796875 Penalty: 3339.176514
	Iteration 8Q: 3 clusters Score -84126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84154.679688 Penalty: 3339.176514
	Iteration 9Q: 3 clusters Score -84154.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84184.062500 Penalty: 3339.176514
	Iteration 10Q: 3 clusters Score -84184.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -84211.539062 Penalty: 3339.176514
	Iteration 11Q: 3 clusters Score -84211.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84229.343750 Penalty: 3339.176514
	Iteration 12Q: 3 clusters Score -84229.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84246.187500 Penalty: 3339.176514
	Iteration 13Q: 3 clusters Score -84246.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84278.968750 Penalty: 3339.176514
	Iteration 14Q: 3 clusters Score -84278.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84330.273438 Penalty: 3339.176514
	Iteration 15Q: 3 clusters Score -84330.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84405.687500 Penalty: 3339.176514
	Iteration 16Q: 3 clusters Score -84405.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84504.046875 Penalty: 3339.176514
	Iteration 17Q: 3 clusters Score -84504.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84621.906250 Penalty: 3339.176514
	Iteration 18Q: 3 clusters Score -84621.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84714.117188 Penalty: 3339.176514
	Iteration 19Q: 3 clusters Score -84714.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84935.570312 Penalty: 3339.176514
	Iteration 20F: 3 clusters Score -84935.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -85328.757812 Penalty: 3339.176514
	Iteration 21Q: 3 clusters Score -85328.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -85385.601562 Penalty: 3339.176514
	Iteration 22Q: 3 clusters Score -85385.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -85431.273438 Penalty: 3339.176514
	Iteration 23Q: 3 clusters Score -85431.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85473.164062 Penalty: 3339.176514
	Iteration 24Q: 3 clusters Score -85473.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85518.054688 Penalty: 3339.176514
	Iteration 25Q: 3 clusters Score -85518.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85551.046875 Penalty: 3339.176514
	Iteration 26Q: 3 clusters Score -85551.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85582.093750 Penalty: 3339.176514
	Iteration 27Q: 3 clusters Score -85582.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85622.601562 Penalty: 3339.176514
	Iteration 28Q: 3 clusters Score -85622.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85710.859375 Penalty: 3339.176514
	Iteration 29Q: 3 clusters Score -85710.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85841.695312 Penalty: 3339.176514
	Iteration 30Q: 3 clusters Score -85841.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -85942.531250 Penalty: 3339.176514
	Iteration 31Q: 3 clusters Score -85942.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -85967.460938 Penalty: 3339.176514
	Iteration 32Q: 3 clusters Score -85967.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86014.468750 Penalty: 3339.176514
	Iteration 33Q: 3 clusters Score -86014.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86019.468750 Penalty: 3339.176514
	Iteration 34Q: 3 clusters Score -86019.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86021.859375 Penalty: 3339.176514
	Iteration 35Q: 3 clusters Score -86021.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86033.101562 Penalty: 3339.176514
	Iteration 36F: 3 clusters Score -86033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86043.523438 Penalty: 3339.176514
	Iteration 37Q: 3 clusters Score -86043.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -86043.523438 Penalty: 3339.176514
	Iteration 38F: 3 clusters Score -86043.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 5953 members 
Mstep: Class 4 contains 178913 members 
Mstep: Class 5 contains 185519 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5511 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 23182 members 
Mstep: Class 10 contains 48994 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 11776 members 
Mstep: Class 13 contains 13844 members 
Mstep: Class 14 contains 56147 members 
Mstep: Class 15 contains 133391 members 
Mstep: Class 16 contains 193830 members 
Mstep: Class 17 contains 12103 members 
Mstep: Class 18 contains 58237 members 
Mstep: Class 19 contains 13099 members 
Mstep: Class 20 contains 7072 members 
Mstep: Class 21 contains 257628 members 
Mstep: Class 22 contains 88757 members 
Mstep: Class 23 contains 18635 members 
Mstep: Class 24 contains 442 members 
Mstep: Class 25 contains 36124 members 
Mstep: Class 26 contains 7461 members 
Mstep: Class 27 contains 10344 members 
Mstep: Class 28 contains 128782 members 
Mstep: Class 29 contains 14837 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 14591 members 
Mstep: Class 32 contains 178435 members 
Mstep: Class 33 contains 601 members 
Mstep: Class 34 contains 19980 members 
Mstep: Class 35 contains 26198 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 1102 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 41549 members 
Mstep: Class 40 contains 57641 members 
Mstep: Class 41 contains 16084 members 
Mstep: Class 42 contains 1460 members 
Mstep: Class 43 contains 299 members 
Mstep: Class 44 contains 280 members 
Entering Unmasked Estep 
Score: -225976912.000000 Penalty: 158390.203125
Splitting cluster 6 changes total score from -225977696.000000 to -225976912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -582422.062500 Penalty: 2136.396240
	Iteration 0F: 2 clusters Score -582422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -577662.687500 Penalty: 4272.792480
	Iteration 0F: 3 clusters Score -577662.7 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -578990.625000 Penalty: 4272.792480
	Iteration 1F: 3 clusters Score -578990.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -579330.000000 Penalty: 4272.792480
	Iteration 2F: 3 clusters Score -579330 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -579575.500000 Penalty: 4272.792480
	Iteration 3F: 3 clusters Score -579575.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -579818.687500 Penalty: 4272.792480
	Iteration 4F: 3 clusters Score -579818.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -580066.437500 Penalty: 4272.792480
	Iteration 5F: 3 clusters Score -580066.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -580256.250000 Penalty: 4272.792480
	Iteration 6Q: 3 clusters Score -580256.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -580412.375000 Penalty: 4272.792480
	Iteration 7Q: 3 clusters Score -580412.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -580541.625000 Penalty: 4272.792480
	Iteration 8Q: 3 clusters Score -580541.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -580649.000000 Penalty: 4272.792480
	Iteration 9Q: 3 clusters Score -580649 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -580732.312500 Penalty: 4272.792480
	Iteration 10Q: 3 clusters Score -580732.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -580813.812500 Penalty: 4272.792480
	Iteration 11Q: 3 clusters Score -580813.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -580875.312500 Penalty: 4272.792480
	Iteration 12Q: 3 clusters Score -580875.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -580921.437500 Penalty: 4272.792480
	Iteration 13Q: 3 clusters Score -580921.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -580954.000000 Penalty: 4272.792480
	Iteration 14Q: 3 clusters Score -580954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -580983.437500 Penalty: 4272.792480
	Iteration 15Q: 3 clusters Score -580983.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -581012.437500 Penalty: 4272.792480
	Iteration 16Q: 3 clusters Score -581012.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -581032.312500 Penalty: 4272.792480
	Iteration 17Q: 3 clusters Score -581032.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -581046.250000 Penalty: 4272.792480
	Iteration 18Q: 3 clusters Score -581046.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -581052.625000 Penalty: 4272.792480
	Iteration 19Q: 3 clusters Score -581052.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -581060.625000 Penalty: 4272.792480
	Iteration 20F: 3 clusters Score -581060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -581065.375000 Penalty: 4272.792480
	Iteration 21Q: 3 clusters Score -581065.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -581068.875000 Penalty: 4272.792480
	Iteration 22Q: 3 clusters Score -581068.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -581072.000000 Penalty: 4272.792480
	Iteration 23Q: 3 clusters Score -581072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -581072.062500 Penalty: 4272.792480
	Iteration 24Q: 3 clusters Score -581072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -581076.625000 Penalty: 4272.792480
	Iteration 25Q: 3 clusters Score -581076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -581077.437500 Penalty: 4272.792480
	Iteration 26Q: 3 clusters Score -581077.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -581079.500000 Penalty: 4272.792480
	Iteration 27Q: 3 clusters Score -581079.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -581080.125000 Penalty: 4272.792480
	Iteration 28Q: 3 clusters Score -581080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -581084.375000 Penalty: 4272.792480
	Iteration 29Q: 3 clusters Score -581084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -581090.625000 Penalty: 4272.792480
	Iteration 30Q: 3 clusters Score -581090.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -581093.750000 Penalty: 4272.792480
	Iteration 31Q: 3 clusters Score -581093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -581096.937500 Penalty: 4272.792480
	Iteration 32Q: 3 clusters Score -581096.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -581101.812500 Penalty: 4272.792480
	Iteration 33Q: 3 clusters Score -581101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -581105.625000 Penalty: 4272.792480
	Iteration 34Q: 3 clusters Score -581105.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -581112.250000 Penalty: 4272.792480
	Iteration 35Q: 3 clusters Score -581112.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -581118.187500 Penalty: 4272.792480
	Iteration 36Q: 3 clusters Score -581118.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -581123.562500 Penalty: 4272.792480
	Iteration 37Q: 3 clusters Score -581123.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -581129.375000 Penalty: 4272.792480
	Iteration 38Q: 3 clusters Score -581129.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -581134.625000 Penalty: 4272.792480
	Iteration 39Q: 3 clusters Score -581134.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -581138.562500 Penalty: 4272.792480
	Iteration 40F: 3 clusters Score -581138.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -581141.562500 Penalty: 4272.792480
	Iteration 41Q: 3 clusters Score -581141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -581144.875000 Penalty: 4272.792480
	Iteration 42Q: 3 clusters Score -581144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -581146.062500 Penalty: 4272.792480
	Iteration 43Q: 3 clusters Score -581146.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -581150.437500 Penalty: 4272.792480
	Iteration 44Q: 3 clusters Score -581150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -581151.312500 Penalty: 4272.792480
	Iteration 45Q: 3 clusters Score -581151.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -581152.750000 Penalty: 4272.792480
	Iteration 46Q: 3 clusters Score -581152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -581152.562500 Penalty: 4272.792480
	Iteration 47Q: 3 clusters Score -581152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -581155.250000 Penalty: 4272.792480
	Iteration 48Q: 3 clusters Score -581155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -581159.125000 Penalty: 4272.792480
	Iteration 49Q: 3 clusters Score -581159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -581163.562500 Penalty: 4272.792480
	Iteration 50Q: 3 clusters Score -581163.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -581164.875000 Penalty: 4272.792480
	Iteration 51Q: 3 clusters Score -581164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -581166.562500 Penalty: 4272.792480
	Iteration 52Q: 3 clusters Score -581166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -581167.250000 Penalty: 4272.792480
	Iteration 53Q: 3 clusters Score -581167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -581168.250000 Penalty: 4272.792480
	Iteration 54Q: 3 clusters Score -581168.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -581172.187500 Penalty: 4272.792480
	Iteration 55Q: 3 clusters Score -581172.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -581176.562500 Penalty: 4272.792480
	Iteration 56Q: 3 clusters Score -581176.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -581179.250000 Penalty: 4272.792480
	Iteration 57Q: 3 clusters Score -581179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -581181.187500 Penalty: 4272.792480
	Iteration 58Q: 3 clusters Score -581181.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -581182.500000 Penalty: 4272.792480
	Iteration 59Q: 3 clusters Score -581182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -581186.062500 Penalty: 4272.792480
	Iteration 60F: 3 clusters Score -581186.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -581190.000000 Penalty: 4272.792480
	Iteration 61Q: 3 clusters Score -581190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -581190.187500 Penalty: 4272.792480
	Iteration 62Q: 3 clusters Score -581190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -581191.437500 Penalty: 4272.792480
	Iteration 63Q: 3 clusters Score -581191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -581192.500000 Penalty: 4272.792480
	Iteration 64Q: 3 clusters Score -581192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -581192.812500 Penalty: 4272.792480
	Iteration 65Q: 3 clusters Score -581192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -581193.000000 Penalty: 4272.792480
	Iteration 66Q: 3 clusters Score -581193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -581193.000000 Penalty: 4272.792480
	Iteration 67F: 3 clusters Score -581193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Entering Unmasked Estep 
Score: -2548297.250000 Penalty: 2476.502441
	Iteration 0F: 2 clusters Score -2548297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2533103.500000 Penalty: 4953.004883
	Iteration 0F: 3 clusters Score -2533104 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2538308.500000 Penalty: 4953.004883
	Iteration 1F: 3 clusters Score -2538308 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2538716.250000 Penalty: 4953.004883
	Iteration 2F: 3 clusters Score -2538716 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2539111.750000 Penalty: 4953.004883
	Iteration 3Q: 3 clusters Score -2539112 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2539465.750000 Penalty: 4953.004883
	Iteration 4Q: 3 clusters Score -2539466 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2539893.250000 Penalty: 4953.004883
	Iteration 5Q: 3 clusters Score -2539893 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2540429.750000 Penalty: 4953.004883
	Iteration 6Q: 3 clusters Score -2540430 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2541175.000000 Penalty: 4953.004883
	Iteration 7Q: 3 clusters Score -2541175 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2542116.500000 Penalty: 4953.004883
	Iteration 8F: 3 clusters Score -2542116 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2543111.750000 Penalty: 4953.004883
	Iteration 9F: 3 clusters Score -2543112 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2543967.500000 Penalty: 4953.004883
	Iteration 10Q: 3 clusters Score -2543968 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -2544585.250000 Penalty: 4953.004883
	Iteration 11Q: 3 clusters Score -2544585 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2544949.250000 Penalty: 4953.004883
	Iteration 12Q: 3 clusters Score -2544949 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2545176.500000 Penalty: 4953.004883
	Iteration 13Q: 3 clusters Score -2545176 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2545291.000000 Penalty: 4953.004883
	Iteration 14Q: 3 clusters Score -2545291 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2545369.250000 Penalty: 4953.004883
	Iteration 15Q: 3 clusters Score -2545369 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2545455.750000 Penalty: 4953.004883
	Iteration 16Q: 3 clusters Score -2545456 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2545565.500000 Penalty: 4953.004883
	Iteration 17Q: 3 clusters Score -2545566 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2545665.000000 Penalty: 4953.004883
	Iteration 18Q: 3 clusters Score -2545665 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2545759.250000 Penalty: 4953.004883
	Iteration 19Q: 3 clusters Score -2545759 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2545843.500000 Penalty: 4953.004883
	Iteration 20F: 3 clusters Score -2545844 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2545913.500000 Penalty: 4953.004883
	Iteration 21Q: 3 clusters Score -2545914 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2545984.250000 Penalty: 4953.004883
	Iteration 22Q: 3 clusters Score -2545984 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2546026.000000 Penalty: 4953.004883
	Iteration 23Q: 3 clusters Score -2546026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2546046.250000 Penalty: 4953.004883
	Iteration 24Q: 3 clusters Score -2546046 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2546071.750000 Penalty: 4953.004883
	Iteration 25Q: 3 clusters Score -2546072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2546094.500000 Penalty: 4953.004883
	Iteration 26Q: 3 clusters Score -2546094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2546118.500000 Penalty: 4953.004883
	Iteration 27Q: 3 clusters Score -2546118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2546139.750000 Penalty: 4953.004883
	Iteration 28Q: 3 clusters Score -2546140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2546145.500000 Penalty: 4953.004883
	Iteration 29Q: 3 clusters Score -2546146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2546146.000000 Penalty: 4953.004883
	Iteration 30Q: 3 clusters Score -2546146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2546152.750000 Penalty: 4953.004883
	Iteration 31Q: 3 clusters Score -2546153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2546158.750000 Penalty: 4953.004883
	Iteration 32Q: 3 clusters Score -2546159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -2546159.000000 Penalty: 4953.004883
	Iteration 33Q: 3 clusters Score -2546159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2546163.250000 Penalty: 4953.004883
	Iteration 34Q: 3 clusters Score -2546163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2546171.750000 Penalty: 4953.004883
	Iteration 35Q: 3 clusters Score -2546172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2546174.750000 Penalty: 4953.004883
	Iteration 36Q: 3 clusters Score -2546175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2546176.250000 Penalty: 4953.004883
	Iteration 37Q: 3 clusters Score -2546176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2546177.250000 Penalty: 4953.004883
	Iteration 38Q: 3 clusters Score -2546177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2546176.750000 Penalty: 4953.004883
	Iteration 39Q: 3 clusters Score -2546177 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2546183.250000 Penalty: 4953.004883
	Iteration 40F: 3 clusters Score -2546183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2546190.750000 Penalty: 4953.004883
	Iteration 41Q: 3 clusters Score -2546191 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2546195.750000 Penalty: 4953.004883
	Iteration 42Q: 3 clusters Score -2546196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -2546203.750000 Penalty: 4953.004883
	Iteration 43Q: 3 clusters Score -2546204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2546212.500000 Penalty: 4953.004883
	Iteration 44Q: 3 clusters Score -2546212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2546214.750000 Penalty: 4953.004883
	Iteration 45Q: 3 clusters Score -2546215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2546220.000000 Penalty: 4953.004883
	Iteration 46Q: 3 clusters Score -2546220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2546220.250000 Penalty: 4953.004883
	Iteration 47Q: 3 clusters Score -2546220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2546230.500000 Penalty: 4953.004883
	Iteration 48Q: 3 clusters Score -2546230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2546227.500000 Penalty: 4953.004883
	Iteration 49Q: 3 clusters Score -2546228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2546222.500000 Penalty: 4953.004883
	Iteration 50Q: 3 clusters Score -2546222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2546226.250000 Penalty: 4953.004883
	Iteration 51Q: 3 clusters Score -2546226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2546228.000000 Penalty: 4953.004883
	Iteration 52Q: 3 clusters Score -2546228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2546227.750000 Penalty: 4953.004883
	Iteration 53Q: 3 clusters Score -2546228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2546231.250000 Penalty: 4953.004883
	Iteration 54Q: 3 clusters Score -2546231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2546236.250000 Penalty: 4953.004883
	Iteration 55Q: 3 clusters Score -2546236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2546232.750000 Penalty: 4953.004883
	Iteration 56Q: 3 clusters Score -2546233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2546231.250000 Penalty: 4953.004883
	Iteration 57Q: 3 clusters Score -2546231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2546240.750000 Penalty: 4953.004883
	Iteration 58Q: 3 clusters Score -2546241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2546238.750000 Penalty: 4953.004883
	Iteration 59Q: 3 clusters Score -2546239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2546241.500000 Penalty: 4953.004883
	Iteration 60F: 3 clusters Score -2546242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2546240.750000 Penalty: 4953.004883
	Iteration 61Q: 3 clusters Score -2546241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2546246.750000 Penalty: 4953.004883
	Iteration 62Q: 3 clusters Score -2546247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2546251.500000 Penalty: 4953.004883
	Iteration 63Q: 3 clusters Score -2546252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2546256.000000 Penalty: 4953.004883
	Iteration 64Q: 3 clusters Score -2546256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2546252.000000 Penalty: 4953.004883
	Iteration 65Q: 3 clusters Score -2546252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2546259.500000 Penalty: 4953.004883
	Iteration 66Q: 3 clusters Score -2546260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2546259.000000 Penalty: 4953.004883
	Iteration 67Q: 3 clusters Score -2546259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2546260.250000 Penalty: 4953.004883
	Iteration 68Q: 3 clusters Score -2546260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2546257.000000 Penalty: 4953.004883
	Iteration 69Q: 3 clusters Score -2546257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2546259.750000 Penalty: 4953.004883
	Iteration 70Q: 3 clusters Score -2546260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2546258.250000 Penalty: 4953.004883
	Iteration 71Q: 3 clusters Score -2546258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2546262.500000 Penalty: 4953.004883
	Iteration 72Q: 3 clusters Score -2546262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2546269.500000 Penalty: 4953.004883
	Iteration 73Q: 3 clusters Score -2546270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2546267.250000 Penalty: 4953.004883
	Iteration 74Q: 3 clusters Score -2546267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -2546267.500000 Penalty: 4953.004883
	Iteration 75Q: 3 clusters Score -2546268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2546265.250000 Penalty: 4953.004883
	Iteration 76Q: 3 clusters Score -2546265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2546264.750000 Penalty: 4953.004883
	Iteration 77Q: 3 clusters Score -2546265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2546264.500000 Penalty: 4953.004883
	Iteration 78Q: 3 clusters Score -2546264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2546264.000000 Penalty: 4953.004883
	Iteration 79Q: 3 clusters Score -2546264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2546264.750000 Penalty: 4953.004883
	Iteration 80F: 3 clusters Score -2546265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2546265.000000 Penalty: 4953.004883
	Iteration 81Q: 3 clusters Score -2546265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2546265.000000 Penalty: 4953.004883
	Iteration 82Q: 3 clusters Score -2546265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2546262.250000 Penalty: 4953.004883
	Iteration 83Q: 3 clusters Score -2546262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2546267.500000 Penalty: 4953.004883
	Iteration 84Q: 3 clusters Score -2546268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2546276.750000 Penalty: 4953.004883
	Iteration 85Q: 3 clusters Score -2546277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2546274.000000 Penalty: 4953.004883
	Iteration 86Q: 3 clusters Score -2546274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2546270.250000 Penalty: 4953.004883
	Iteration 87Q: 3 clusters Score -2546270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2546267.750000 Penalty: 4953.004883
	Iteration 88Q: 3 clusters Score -2546268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2546264.750000 Penalty: 4953.004883
	Iteration 89Q: 3 clusters Score -2546265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2546268.750000 Penalty: 4953.004883
	Iteration 90Q: 3 clusters Score -2546269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2546271.250000 Penalty: 4953.004883
	Iteration 91Q: 3 clusters Score -2546271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2546271.750000 Penalty: 4953.004883
	Iteration 92Q: 3 clusters Score -2546272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2546271.250000 Penalty: 4953.004883
	Iteration 93Q: 3 clusters Score -2546271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -2546271.750000 Penalty: 4953.004883
	Iteration 94Q: 3 clusters Score -2546272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2546269.500000 Penalty: 4953.004883
	Iteration 95Q: 3 clusters Score -2546270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2546269.500000 Penalty: 4953.004883
	Iteration 96F: 3 clusters Score -2546270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (23182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Entering Unmasked Estep 
Score: -2663665.000000 Penalty: 2492.680664
	Iteration 0F: 2 clusters Score -2663665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2647437.000000 Penalty: 4985.361328
	Iteration 0F: 3 clusters Score -2647437 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2653039.000000 Penalty: 4985.361328
	Iteration 1F: 3 clusters Score -2653039 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2653401.500000 Penalty: 4985.361328
	Iteration 2Q: 3 clusters Score -2653402 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2653707.250000 Penalty: 4985.361328
	Iteration 3Q: 3 clusters Score -2653707 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2654002.000000 Penalty: 4985.361328
	Iteration 4Q: 3 clusters Score -2654002 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2654278.500000 Penalty: 4985.361328
	Iteration 5Q: 3 clusters Score -2654278 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2654558.000000 Penalty: 4985.361328
	Iteration 6Q: 3 clusters Score -2654558 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -2654886.000000 Penalty: 4985.361328
	Iteration 7Q: 3 clusters Score -2654886 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2655274.500000 Penalty: 4985.361328
	Iteration 8Q: 3 clusters Score -2655274 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2655828.750000 Penalty: 4985.361328
	Iteration 9Q: 3 clusters Score -2655829 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2656592.750000 Penalty: 4985.361328
	Iteration 10F: 3 clusters Score -2656593 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2657479.750000 Penalty: 4985.361328
	Iteration 11F: 3 clusters Score -2657480 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2658452.500000 Penalty: 4985.361328
	Iteration 12Q: 3 clusters Score -2658452 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2659334.250000 Penalty: 4985.361328
	Iteration 13Q: 3 clusters Score -2659334 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2659997.250000 Penalty: 4985.361328
	Iteration 14Q: 3 clusters Score -2659997 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2660466.250000 Penalty: 4985.361328
	Iteration 15Q: 3 clusters Score -2660466 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2660751.000000 Penalty: 4985.361328
	Iteration 16Q: 3 clusters Score -2660751 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2660946.250000 Penalty: 4985.361328
	Iteration 17Q: 3 clusters Score -2660946 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2661076.000000 Penalty: 4985.361328
	Iteration 18Q: 3 clusters Score -2661076 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2661182.250000 Penalty: 4985.361328
	Iteration 19Q: 3 clusters Score -2661182 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2661269.250000 Penalty: 4985.361328
	Iteration 20F: 3 clusters Score -2661269 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2661342.250000 Penalty: 4985.361328
	Iteration 21Q: 3 clusters Score -2661342 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2661406.000000 Penalty: 4985.361328
	Iteration 22Q: 3 clusters Score -2661406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2661459.000000 Penalty: 4985.361328
	Iteration 23Q: 3 clusters Score -2661459 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2661493.000000 Penalty: 4985.361328
	Iteration 24Q: 3 clusters Score -2661493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2661527.000000 Penalty: 4985.361328
	Iteration 25Q: 3 clusters Score -2661527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -2661538.750000 Penalty: 4985.361328
	Iteration 26Q: 3 clusters Score -2661539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2661550.000000 Penalty: 4985.361328
	Iteration 27Q: 3 clusters Score -2661550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2661559.750000 Penalty: 4985.361328
	Iteration 28Q: 3 clusters Score -2661560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2661566.500000 Penalty: 4985.361328
	Iteration 29Q: 3 clusters Score -2661566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2661567.500000 Penalty: 4985.361328
	Iteration 30Q: 3 clusters Score -2661568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2661571.250000 Penalty: 4985.361328
	Iteration 31Q: 3 clusters Score -2661571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2661575.000000 Penalty: 4985.361328
	Iteration 32Q: 3 clusters Score -2661575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2661577.500000 Penalty: 4985.361328
	Iteration 33Q: 3 clusters Score -2661578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2661578.750000 Penalty: 4985.361328
	Iteration 34Q: 3 clusters Score -2661579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2661581.250000 Penalty: 4985.361328
	Iteration 35Q: 3 clusters Score -2661581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2661581.750000 Penalty: 4985.361328
	Iteration 36Q: 3 clusters Score -2661582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2661581.750000 Penalty: 4985.361328
	Iteration 37F: 3 clusters Score -2661582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Entering Unmasked Estep 
Score: -5567495.500000 Penalty: 2678.264404
	Iteration 0F: 2 clusters Score -5567496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -5534649.500000 Penalty: 5356.528809
	Iteration 0F: 3 clusters Score -5534650 nChanged 22438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -5547610.000000 Penalty: 5356.528809
	Iteration 1F: 3 clusters Score -5547610 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5549069.500000 Penalty: 5356.528809
	Iteration 2F: 3 clusters Score -5549070 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5550786.000000 Penalty: 5356.528809
	Iteration 3F: 3 clusters Score -5550786 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -5552829.000000 Penalty: 5356.528809
	Iteration 4F: 3 clusters Score -5552829 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -5554923.000000 Penalty: 5356.528809
	Iteration 5F: 3 clusters Score -5554923 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5556949.000000 Penalty: 5356.528809
	Iteration 6F: 3 clusters Score -5556949 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -5559024.000000 Penalty: 5356.528809
	Iteration 7F: 3 clusters Score -5559024 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -5560886.000000 Penalty: 5356.528809
	Iteration 8Q: 3 clusters Score -5560886 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5562307.500000 Penalty: 5356.528809
	Iteration 9Q: 3 clusters Score -5562308 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -5563171.500000 Penalty: 5356.528809
	Iteration 10Q: 3 clusters Score -5563172 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -5563680.000000 Penalty: 5356.528809
	Iteration 11Q: 3 clusters Score -5563680 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5564015.500000 Penalty: 5356.528809
	Iteration 12Q: 3 clusters Score -5564016 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -5564231.500000 Penalty: 5356.528809
	Iteration 13Q: 3 clusters Score -5564232 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -5564432.500000 Penalty: 5356.528809
	Iteration 14Q: 3 clusters Score -5564432 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5564589.500000 Penalty: 5356.528809
	Iteration 15Q: 3 clusters Score -5564590 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5564742.000000 Penalty: 5356.528809
	Iteration 16Q: 3 clusters Score -5564742 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5564842.000000 Penalty: 5356.528809
	Iteration 17Q: 3 clusters Score -5564842 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5564920.000000 Penalty: 5356.528809
	Iteration 18Q: 3 clusters Score -5564920 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5565015.000000 Penalty: 5356.528809
	Iteration 19Q: 3 clusters Score -5565015 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5565059.000000 Penalty: 5356.528809
	Iteration 20F: 3 clusters Score -5565059 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5565111.500000 Penalty: 5356.528809
	Iteration 21Q: 3 clusters Score -5565112 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5565158.000000 Penalty: 5356.528809
	Iteration 22Q: 3 clusters Score -5565158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5565228.000000 Penalty: 5356.528809
	Iteration 23Q: 3 clusters Score -5565228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5565280.500000 Penalty: 5356.528809
	Iteration 24Q: 3 clusters Score -5565280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5565342.000000 Penalty: 5356.528809
	Iteration 25Q: 3 clusters Score -5565342 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5565408.000000 Penalty: 5356.528809
	Iteration 26Q: 3 clusters Score -5565408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5565434.000000 Penalty: 5356.528809
	Iteration 27Q: 3 clusters Score -5565434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5565493.000000 Penalty: 5356.528809
	Iteration 28Q: 3 clusters Score -5565493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5565544.000000 Penalty: 5356.528809
	Iteration 29Q: 3 clusters Score -5565544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5565605.000000 Penalty: 5356.528809
	Iteration 30Q: 3 clusters Score -5565605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5565627.000000 Penalty: 5356.528809
	Iteration 31Q: 3 clusters Score -5565627 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5565645.500000 Penalty: 5356.528809
	Iteration 32Q: 3 clusters Score -5565646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5565671.500000 Penalty: 5356.528809
	Iteration 33Q: 3 clusters Score -5565672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5565693.000000 Penalty: 5356.528809
	Iteration 34Q: 3 clusters Score -5565693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5565703.000000 Penalty: 5356.528809
	Iteration 35Q: 3 clusters Score -5565703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5565701.000000 Penalty: 5356.528809
	Iteration 36Q: 3 clusters Score -5565701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5565714.500000 Penalty: 5356.528809
	Iteration 37Q: 3 clusters Score -5565714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5565722.000000 Penalty: 5356.528809
	Iteration 38Q: 3 clusters Score -5565722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5565732.000000 Penalty: 5356.528809
	Iteration 39Q: 3 clusters Score -5565732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5565730.500000 Penalty: 5356.528809
	Iteration 40F: 3 clusters Score -5565730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5565735.500000 Penalty: 5356.528809
	Iteration 41Q: 3 clusters Score -5565736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5565736.500000 Penalty: 5356.528809
	Iteration 42Q: 3 clusters Score -5565736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5565745.000000 Penalty: 5356.528809
	Iteration 43Q: 3 clusters Score -5565745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5565743.500000 Penalty: 5356.528809
	Iteration 44Q: 3 clusters Score -5565744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5565743.500000 Penalty: 5356.528809
	Iteration 45Q: 3 clusters Score -5565744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5565746.500000 Penalty: 5356.528809
	Iteration 46Q: 3 clusters Score -5565746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5565752.000000 Penalty: 5356.528809
	Iteration 47Q: 3 clusters Score -5565752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5565753.000000 Penalty: 5356.528809
	Iteration 48Q: 3 clusters Score -5565753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5565754.500000 Penalty: 5356.528809
	Iteration 49Q: 3 clusters Score -5565754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5565754.500000 Penalty: 5356.528809
	Iteration 50F: 3 clusters Score -5565754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Entering Unmasked Estep 
Score: -4705435.000000 Penalty: 2631.706543
	Iteration 0F: 2 clusters Score -4705435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4677889.500000 Penalty: 5263.413086
	Iteration 0F: 3 clusters Score -4677890 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4688083.500000 Penalty: 5263.413086
	Iteration 1F: 3 clusters Score -4688084 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4688683.000000 Penalty: 5263.413086
	Iteration 2Q: 3 clusters Score -4688683 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4689300.000000 Penalty: 5263.413086
	Iteration 3Q: 3 clusters Score -4689300 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4689959.000000 Penalty: 5263.413086
	Iteration 4Q: 3 clusters Score -4689959 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4690719.500000 Penalty: 5263.413086
	Iteration 5Q: 3 clusters Score -4690720 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4691531.000000 Penalty: 5263.413086
	Iteration 6Q: 3 clusters Score -4691531 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -4692434.000000 Penalty: 5263.413086
	Iteration 7Q: 3 clusters Score -4692434 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4693521.000000 Penalty: 5263.413086
	Iteration 8Q: 3 clusters Score -4693521 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -4694762.500000 Penalty: 5263.413086
	Iteration 9Q: 3 clusters Score -4694762 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4695988.000000 Penalty: 5263.413086
	Iteration 10Q: 3 clusters Score -4695988 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -4697214.000000 Penalty: 5263.413086
	Iteration 11Q: 3 clusters Score -4697214 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -4698352.500000 Penalty: 5263.413086
	Iteration 12Q: 3 clusters Score -4698352 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4699464.500000 Penalty: 5263.413086
	Iteration 13Q: 3 clusters Score -4699464 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4700404.000000 Penalty: 5263.413086
	Iteration 14Q: 3 clusters Score -4700404 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4701226.500000 Penalty: 5263.413086
	Iteration 15Q: 3 clusters Score -4701226 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4701848.500000 Penalty: 5263.413086
	Iteration 16Q: 3 clusters Score -4701848 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4702269.500000 Penalty: 5263.413086
	Iteration 17Q: 3 clusters Score -4702270 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4702537.000000 Penalty: 5263.413086
	Iteration 18Q: 3 clusters Score -4702537 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4702742.500000 Penalty: 5263.413086
	Iteration 19Q: 3 clusters Score -4702742 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4702890.000000 Penalty: 5263.413086
	Iteration 20F: 3 clusters Score -4702890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4702986.000000 Penalty: 5263.413086
	Iteration 21Q: 3 clusters Score -4702986 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4703040.500000 Penalty: 5263.413086
	Iteration 22Q: 3 clusters Score -4703040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4703088.500000 Penalty: 5263.413086
	Iteration 23Q: 3 clusters Score -4703088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4703120.000000 Penalty: 5263.413086
	Iteration 24Q: 3 clusters Score -4703120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4703154.500000 Penalty: 5263.413086
	Iteration 25Q: 3 clusters Score -4703154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4703172.000000 Penalty: 5263.413086
	Iteration 26Q: 3 clusters Score -4703172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4703190.000000 Penalty: 5263.413086
	Iteration 27Q: 3 clusters Score -4703190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4703207.000000 Penalty: 5263.413086
	Iteration 28Q: 3 clusters Score -4703207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4703213.000000 Penalty: 5263.413086
	Iteration 29Q: 3 clusters Score -4703213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4703220.000000 Penalty: 5263.413086
	Iteration 30Q: 3 clusters Score -4703220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4703229.000000 Penalty: 5263.413086
	Iteration 31Q: 3 clusters Score -4703229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4703240.500000 Penalty: 5263.413086
	Iteration 32Q: 3 clusters Score -4703240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4703237.500000 Penalty: 5263.413086
	Iteration 33Q: 3 clusters Score -4703238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4703242.000000 Penalty: 5263.413086
	Iteration 34Q: 3 clusters Score -4703242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4703238.500000 Penalty: 5263.413086
	Iteration 35Q: 3 clusters Score -4703238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4703249.000000 Penalty: 5263.413086
	Iteration 36Q: 3 clusters Score -4703249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4703244.500000 Penalty: 5263.413086
	Iteration 37Q: 3 clusters Score -4703244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4703249.000000 Penalty: 5263.413086
	Iteration 38Q: 3 clusters Score -4703249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4703252.000000 Penalty: 5263.413086
	Iteration 39Q: 3 clusters Score -4703252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4703257.000000 Penalty: 5263.413086
	Iteration 40F: 3 clusters Score -4703257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4703257.500000 Penalty: 5263.413086
	Iteration 41Q: 3 clusters Score -4703258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4703261.000000 Penalty: 5263.413086
	Iteration 42Q: 3 clusters Score -4703261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4703266.000000 Penalty: 5263.413086
	Iteration 43Q: 3 clusters Score -4703266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4703262.500000 Penalty: 5263.413086
	Iteration 44Q: 3 clusters Score -4703262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4703262.500000 Penalty: 5263.413086
	Iteration 45F: 3 clusters Score -4703262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Entering Unmasked Estep 
Score: -1300390.875000 Penalty: 2324.707031
	Iteration 0F: 2 clusters Score -1300391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1291652.750000 Penalty: 4649.414062
	Iteration 0F: 3 clusters Score -1291653 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1294369.875000 Penalty: 4649.414062
	Iteration 1F: 3 clusters Score -1294370 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1294760.500000 Penalty: 4649.414062
	Iteration 2F: 3 clusters Score -1294760 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1295066.750000 Penalty: 4649.414062
	Iteration 3F: 3 clusters Score -1295067 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1295290.875000 Penalty: 4649.414062
	Iteration 4Q: 3 clusters Score -1295291 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1295624 nChanged 396
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Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1295785 nChanged 384
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Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1295958 nChanged 384
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Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1296122 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1296273 nChanged 323
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1296411 nChanged 343
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1296562 nChanged 302
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1296694 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1296838.625000 Penalty: 4649.414062
	Iteration 14Q: 3 clusters Score -1296839 nChanged 272
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Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1296987 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1297127 nChanged 248
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1297240 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1297367 nChanged 219
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1297474 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1297577.500000 Penalty: 4649.414062
	Iteration 20F: 3 clusters Score -1297578 nChanged 187
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Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1297666 nChanged 164
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Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1297735.000000 Penalty: 4649.414062
	Iteration 22Q: 3 clusters Score -1297735 nChanged 125
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Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1297780 nChanged 107
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Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1297820.000000 Penalty: 4649.414062
	Iteration 24Q: 3 clusters Score -1297820 nChanged 107
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Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1297863 nChanged 94
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Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1297894 nChanged 90
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Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1297924 nChanged 82
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Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1297950 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1297981 nChanged 76
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Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1298014 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1298035 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1298054 nChanged 58
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Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1298076 nChanged 57
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Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1298096 nChanged 54
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Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1298112 nChanged 54
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Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1298126.250000 Penalty: 4649.414062
	Iteration 36Q: 3 clusters Score -1298126 nChanged 45
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Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1298145 nChanged 50
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Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1298154.500000 Penalty: 4649.414062
	Iteration 38Q: 3 clusters Score -1298154 nChanged 48
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Mstep: Class 1 contains 9545 members 
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Entering Unmasked Estep 
Score: -1298170.375000 Penalty: 4649.414062
	Iteration 39Q: 3 clusters Score -1298170 nChanged 50
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Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1298187.500000 Penalty: 4649.414062
	Iteration 40F: 3 clusters Score -1298188 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1298196.500000 Penalty: 4649.414062
	Iteration 41Q: 3 clusters Score -1298196 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1298216.000000 Penalty: 4649.414062
	Iteration 42Q: 3 clusters Score -1298216 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1298236.750000 Penalty: 4649.414062
	Iteration 43Q: 3 clusters Score -1298237 nChanged 45
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Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1298252 nChanged 35
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Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1298258.625000 Penalty: 4649.414062
	Iteration 45Q: 3 clusters Score -1298259 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1298275.125000 Penalty: 4649.414062
	Iteration 46Q: 3 clusters Score -1298275 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1298287.250000 Penalty: 4649.414062
	Iteration 47Q: 3 clusters Score -1298287 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1298296.250000 Penalty: 4649.414062
	Iteration 48Q: 3 clusters Score -1298296 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1298299.625000 Penalty: 4649.414062
	Iteration 49Q: 3 clusters Score -1298300 nChanged 24
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Mstep: Class 1 contains 9927 members 
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Entering Unmasked Estep 
Score: -1298309.375000 Penalty: 4649.414062
	Iteration 50Q: 3 clusters Score -1298309 nChanged 19
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Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1832 members 
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	Iteration 51Q: 3 clusters Score -1298316 nChanged 22
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Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1298323.000000 Penalty: 4649.414062
	Iteration 52Q: 3 clusters Score -1298323 nChanged 18
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Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1298324 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1298325 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1298332.625000 Penalty: 4649.414062
	Iteration 55Q: 3 clusters Score -1298333 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10019 members 
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Entering Unmasked Estep 
Score: -1298331.250000 Penalty: 4649.414062
	Iteration 56Q: 3 clusters Score -1298331 nChanged 6
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Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1298332 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10036 members 
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Entering Unmasked Estep 
Score: -1298335.375000 Penalty: 4649.414062
	Iteration 58Q: 3 clusters Score -1298335 nChanged 10
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Mstep: Class 1 contains 10044 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1298338 nChanged 9
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Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1298340.500000 Penalty: 4649.414062
	Iteration 60F: 3 clusters Score -1298340 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10058 members 
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Entering Unmasked Estep 
Score: -1298339.500000 Penalty: 4649.414062
	Iteration 61Q: 3 clusters Score -1298340 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1298340 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10068 members 
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Entering Unmasked Estep 
Score: -1298344.125000 Penalty: 4649.414062
	Iteration 63Q: 3 clusters Score -1298344 nChanged 5
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Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1298342.375000 Penalty: 4649.414062
	Iteration 64Q: 3 clusters Score -1298342 nChanged 7
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1298345 nChanged 9
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Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1298348.875000 Penalty: 4649.414062
	Iteration 66Q: 3 clusters Score -1298349 nChanged 7
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Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1298348 nChanged 4
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Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1298350.125000 Penalty: 4649.414062
	Iteration 68Q: 3 clusters Score -1298350 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1298350 nChanged 5
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Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1298351.750000 Penalty: 4649.414062
	Iteration 70Q: 3 clusters Score -1298352 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1298356.625000 Penalty: 4649.414062
	Iteration 71Q: 3 clusters Score -1298357 nChanged 10
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Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1298362.250000 Penalty: 4649.414062
	Iteration 72Q: 3 clusters Score -1298362 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1298365 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1298363 nChanged 8
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Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1298363 nChanged 7
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Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1298366 nChanged 4
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Mstep: Class 1 contains 10153 members 
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	Iteration 77Q: 3 clusters Score -1298366 nChanged 8
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Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1298367 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1298370.375000 Penalty: 4649.414062
	Iteration 79Q: 3 clusters Score -1298370 nChanged 9
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Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1298375.250000 Penalty: 4649.414062
	Iteration 80F: 3 clusters Score -1298375 nChanged 6
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Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1298378.500000 Penalty: 4649.414062
	Iteration 81Q: 3 clusters Score -1298378 nChanged 4
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Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1298380 nChanged 7
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Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1298380 nChanged 5
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Mstep: Class 1 contains 10196 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1298380 nChanged 3
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Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1298381.000000 Penalty: 4649.414062
	Iteration 85Q: 3 clusters Score -1298381 nChanged 1
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Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1298383 nChanged 2
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Mstep: Class 1 contains 10202 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1298382 nChanged 3
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Mstep: Class 1 contains 10203 members 
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	Iteration 88Q: 3 clusters Score -1298383 nChanged 5
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Mstep: Class 1 contains 10206 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1298383 nChanged 9
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Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1298385.750000 Penalty: 4649.414062
	Iteration 90Q: 3 clusters Score -1298386 nChanged 10
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Mstep: Class 1 contains 10225 members 
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Entering Unmasked Estep 
Score: -1298388.375000 Penalty: 4649.414062
	Iteration 91Q: 3 clusters Score -1298388 nChanged 8
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Entering Unmasked Estep 
Score: -1298391.250000 Penalty: 4649.414062
	Iteration 92Q: 3 clusters Score -1298391 nChanged 6
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Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1298390 nChanged 5
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Mstep: Class 1 contains 10238 members 
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Entering Unmasked Estep 
Score: -1298392.625000 Penalty: 4649.414062
	Iteration 94Q: 3 clusters Score -1298393 nChanged 7
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Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1298393 nChanged 5
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Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1298395 nChanged 4
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Mstep: Class 1 contains 10252 members 
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Entering Unmasked Estep 
Score: -1298397.750000 Penalty: 4649.414062
	Iteration 97Q: 3 clusters Score -1298398 nChanged 3
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Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1298398.750000 Penalty: 4649.414062
	Iteration 98Q: 3 clusters Score -1298399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1298399.125000 Penalty: 4649.414062
	Iteration 99Q: 3 clusters Score -1298399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1298399.750000 Penalty: 4649.414062
	Iteration 100F: 3 clusters Score -1298400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1298400.000000 Penalty: 4649.414062
	Iteration 101Q: 3 clusters Score -1298400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1298399.375000 Penalty: 4649.414062
	Iteration 102Q: 3 clusters Score -1298399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1298399.375000 Penalty: 4649.414062
	Iteration 103F: 3 clusters Score -1298399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Entering Unmasked Estep 
Score: -1514013.625000 Penalty: 2364.830566
	Iteration 0F: 2 clusters Score -1514014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1503911.875000 Penalty: 4729.661133
	Iteration 0F: 3 clusters Score -1503912 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1507234.125000 Penalty: 4729.661133
	Iteration 1F: 3 clusters Score -1507234 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1507871.500000 Penalty: 4729.661133
	Iteration 2F: 3 clusters Score -1507872 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1508509.750000 Penalty: 4729.661133
	Iteration 3F: 3 clusters Score -1508510 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1509100.250000 Penalty: 4729.661133
	Iteration 4F: 3 clusters Score -1509100 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1509697.125000 Penalty: 4729.661133
	Iteration 5F: 3 clusters Score -1509697 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1510250.500000 Penalty: 4729.661133
	Iteration 6F: 3 clusters Score -1510250 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1510718.875000 Penalty: 4729.661133
	Iteration 7F: 3 clusters Score -1510719 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1511123.125000 Penalty: 4729.661133
	Iteration 8Q: 3 clusters Score -1511123 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1511514.625000 Penalty: 4729.661133
	Iteration 9Q: 3 clusters Score -1511515 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1511883.000000 Penalty: 4729.661133
	Iteration 10Q: 3 clusters Score -1511883 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1512185.125000 Penalty: 4729.661133
	Iteration 11Q: 3 clusters Score -1512185 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1512435.750000 Penalty: 4729.661133
	Iteration 12Q: 3 clusters Score -1512436 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1512649.000000 Penalty: 4729.661133
	Iteration 13Q: 3 clusters Score -1512649 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1512820.625000 Penalty: 4729.661133
	Iteration 14Q: 3 clusters Score -1512821 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1512945.500000 Penalty: 4729.661133
	Iteration 15Q: 3 clusters Score -1512946 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1513059.500000 Penalty: 4729.661133
	Iteration 16Q: 3 clusters Score -1513060 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1513146.000000 Penalty: 4729.661133
	Iteration 17Q: 3 clusters Score -1513146 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1513196.500000 Penalty: 4729.661133
	Iteration 18Q: 3 clusters Score -1513196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1513237.750000 Penalty: 4729.661133
	Iteration 19Q: 3 clusters Score -1513238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1513323.625000 Penalty: 4729.661133
	Iteration 20F: 3 clusters Score -1513324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1513363.875000 Penalty: 4729.661133
	Iteration 21Q: 3 clusters Score -1513364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1513400.625000 Penalty: 4729.661133
	Iteration 22Q: 3 clusters Score -1513401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1513421.500000 Penalty: 4729.661133
	Iteration 23Q: 3 clusters Score -1513422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1513445.750000 Penalty: 4729.661133
	Iteration 24Q: 3 clusters Score -1513446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1513458.500000 Penalty: 4729.661133
	Iteration 25Q: 3 clusters Score -1513458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1513468.125000 Penalty: 4729.661133
	Iteration 26Q: 3 clusters Score -1513468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1513472.750000 Penalty: 4729.661133
	Iteration 27Q: 3 clusters Score -1513473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1513481.625000 Penalty: 4729.661133
	Iteration 28Q: 3 clusters Score -1513482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1513486.375000 Penalty: 4729.661133
	Iteration 29Q: 3 clusters Score -1513486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1513490.250000 Penalty: 4729.661133
	Iteration 30Q: 3 clusters Score -1513490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1513491.875000 Penalty: 4729.661133
	Iteration 31Q: 3 clusters Score -1513492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1513493.375000 Penalty: 4729.661133
	Iteration 32Q: 3 clusters Score -1513493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1513490.625000 Penalty: 4729.661133
	Iteration 33Q: 3 clusters Score -1513491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1513493.625000 Penalty: 4729.661133
	Iteration 34Q: 3 clusters Score -1513494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1513494.250000 Penalty: 4729.661133
	Iteration 35Q: 3 clusters Score -1513494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1513497.500000 Penalty: 4729.661133
	Iteration 36Q: 3 clusters Score -1513498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1513496.750000 Penalty: 4729.661133
	Iteration 37Q: 3 clusters Score -1513497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1513500.250000 Penalty: 4729.661133
	Iteration 38Q: 3 clusters Score -1513500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1513499.875000 Penalty: 4729.661133
	Iteration 39Q: 3 clusters Score -1513500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1513500.000000 Penalty: 4729.661133
	Iteration 40F: 3 clusters Score -1513500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1513506.000000 Penalty: 4729.661133
	Iteration 41Q: 3 clusters Score -1513506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1513505.375000 Penalty: 4729.661133
	Iteration 42Q: 3 clusters Score -1513505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1513505.375000 Penalty: 4729.661133
	Iteration 43F: 3 clusters Score -1513505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (56147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Entering Unmasked Estep 
Score: -6553407.500000 Penalty: 2712.060547
	Iteration 0F: 2 clusters Score -6553408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -6515709.000000 Penalty: 5424.121094
	Iteration 0F: 3 clusters Score -6515709 nChanged 26020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -6530135.000000 Penalty: 5424.121094
	Iteration 1F: 3 clusters Score -6530135 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -6530697.000000 Penalty: 5424.121094
	Iteration 2Q: 3 clusters Score -6530697 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -6531163.000000 Penalty: 5424.121094
	Iteration 3Q: 3 clusters Score -6531163 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -6531725.000000 Penalty: 5424.121094
	Iteration 4Q: 3 clusters Score -6531725 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -6532226.500000 Penalty: 5424.121094
	Iteration 5Q: 3 clusters Score -6532226 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -6532758.500000 Penalty: 5424.121094
	Iteration 6Q: 3 clusters Score -6532758 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -6533519.000000 Penalty: 5424.121094
	Iteration 7Q: 3 clusters Score -6533519 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -6534316.500000 Penalty: 5424.121094
	Iteration 8Q: 3 clusters Score -6534316 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -6535403.000000 Penalty: 5424.121094
	Iteration 9Q: 3 clusters Score -6535403 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -6536706.500000 Penalty: 5424.121094
	Iteration 10Q: 3 clusters Score -6536706 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -6538430.500000 Penalty: 5424.121094
	Iteration 11F: 3 clusters Score -6538430 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -6540408.500000 Penalty: 5424.121094
	Iteration 12F: 3 clusters Score -6540408 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -6542671.000000 Penalty: 5424.121094
	Iteration 13F: 3 clusters Score -6542671 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -6544977.500000 Penalty: 5424.121094
	Iteration 14F: 3 clusters Score -6544978 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -6546987.500000 Penalty: 5424.121094
	Iteration 15Q: 3 clusters Score -6546988 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -6548537.000000 Penalty: 5424.121094
	Iteration 16Q: 3 clusters Score -6548537 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -6549569.500000 Penalty: 5424.121094
	Iteration 17Q: 3 clusters Score -6549570 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -6550097.000000 Penalty: 5424.121094
	Iteration 18Q: 3 clusters Score -6550097 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -6550455.500000 Penalty: 5424.121094
	Iteration 19Q: 3 clusters Score -6550456 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -6550666.000000 Penalty: 5424.121094
	Iteration 20F: 3 clusters Score -6550666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -6550817.500000 Penalty: 5424.121094
	Iteration 21Q: 3 clusters Score -6550818 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -6550900.500000 Penalty: 5424.121094
	Iteration 22Q: 3 clusters Score -6550900 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -6550947.500000 Penalty: 5424.121094
	Iteration 23Q: 3 clusters Score -6550948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -6550965.500000 Penalty: 5424.121094
	Iteration 24Q: 3 clusters Score -6550966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -6550984.500000 Penalty: 5424.121094
	Iteration 25Q: 3 clusters Score -6550984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -6551004.000000 Penalty: 5424.121094
	Iteration 26Q: 3 clusters Score -6551004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -6551016.500000 Penalty: 5424.121094
	Iteration 27Q: 3 clusters Score -6551016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -6551010.000000 Penalty: 5424.121094
	Iteration 28Q: 3 clusters Score -6551010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -6551014.500000 Penalty: 5424.121094
	Iteration 29Q: 3 clusters Score -6551014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -6551016.500000 Penalty: 5424.121094
	Iteration 30Q: 3 clusters Score -6551016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6551023.000000 Penalty: 5424.121094
	Iteration 31Q: 3 clusters Score -6551023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -6551029.500000 Penalty: 5424.121094
	Iteration 32Q: 3 clusters Score -6551030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -6551027.500000 Penalty: 5424.121094
	Iteration 33Q: 3 clusters Score -6551028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -6551037.500000 Penalty: 5424.121094
	Iteration 34Q: 3 clusters Score -6551038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -6551041.500000 Penalty: 5424.121094
	Iteration 35Q: 3 clusters Score -6551042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -6551051.500000 Penalty: 5424.121094
	Iteration 36Q: 3 clusters Score -6551052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -6551055.500000 Penalty: 5424.121094
	Iteration 37Q: 3 clusters Score -6551056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -6551058.000000 Penalty: 5424.121094
	Iteration 38Q: 3 clusters Score -6551058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -6551058.000000 Penalty: 5424.121094
	Iteration 39F: 3 clusters Score -6551058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (133391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133391 members 
Entering Unmasked Estep 
Score: -15522581.000000 Penalty: 2926.657959
	Iteration 0F: 2 clusters Score -1.552258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -15433466.000000 Penalty: 5853.315918
	Iteration 0F: 3 clusters Score -1.543347e+07 nChanged 63521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -15470503.000000 Penalty: 5853.315918
	Iteration 1F: 3 clusters Score -1.54705e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -15472022.000000 Penalty: 5853.315918
	Iteration 2Q: 3 clusters Score -1.547202e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -15474644.000000 Penalty: 5853.315918
	Iteration 3Q: 3 clusters Score -1.547464e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68665 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -15478946.000000 Penalty: 5853.315918
	Iteration 4F: 3 clusters Score -1.547895e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -15483921.000000 Penalty: 5853.315918
	Iteration 5F: 3 clusters Score -1.548392e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70099 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -15488682.000000 Penalty: 5853.315918
	Iteration 6F: 3 clusters Score -1.548868e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -15492566.000000 Penalty: 5853.315918
	Iteration 7F: 3 clusters Score -1.549257e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74624 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -15495710.000000 Penalty: 5853.315918
	Iteration 8Q: 3 clusters Score -1.549571e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -15497889.000000 Penalty: 5853.315918
	Iteration 9Q: 3 clusters Score -1.549789e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -15499710.000000 Penalty: 5853.315918
	Iteration 10Q: 3 clusters Score -1.549971e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86402 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -15501455.000000 Penalty: 5853.315918
	Iteration 11Q: 3 clusters Score -1.550146e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91338 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -15503453.000000 Penalty: 5853.315918
	Iteration 12Q: 3 clusters Score -1.550345e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -15505717.000000 Penalty: 5853.315918
	Iteration 13Q: 3 clusters Score -1.550572e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -15508125.000000 Penalty: 5853.315918
	Iteration 14Q: 3 clusters Score -1.550812e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107168 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -15510521.000000 Penalty: 5853.315918
	Iteration 15Q: 3 clusters Score -1.551052e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -15512929.000000 Penalty: 5853.315918
	Iteration 16Q: 3 clusters Score -1.551293e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116354 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -15514975.000000 Penalty: 5853.315918
	Iteration 17Q: 3 clusters Score -1.551498e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -15516681.000000 Penalty: 5853.315918
	Iteration 18Q: 3 clusters Score -1.551668e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122749 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -15517972.000000 Penalty: 5853.315918
	Iteration 19Q: 3 clusters Score -1.551797e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124835 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -15518854.000000 Penalty: 5853.315918
	Iteration 20F: 3 clusters Score -1.551885e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126355 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -15519439.000000 Penalty: 5853.315918
	Iteration 21Q: 3 clusters Score -1.551944e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127435 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -15519850.000000 Penalty: 5853.315918
	Iteration 22Q: 3 clusters Score -1.551985e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128243 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -15520187.000000 Penalty: 5853.315918
	Iteration 23Q: 3 clusters Score -1.552019e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128825 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -15520366.000000 Penalty: 5853.315918
	Iteration 24Q: 3 clusters Score -1.552037e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129236 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -15520497.000000 Penalty: 5853.315918
	Iteration 25Q: 3 clusters Score -1.55205e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129556 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -15520585.000000 Penalty: 5853.315918
	Iteration 26Q: 3 clusters Score -1.552058e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129779 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -15520699.000000 Penalty: 5853.315918
	Iteration 27Q: 3 clusters Score -1.55207e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -15520771.000000 Penalty: 5853.315918
	Iteration 28Q: 3 clusters Score -1.552077e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130111 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -15520817.000000 Penalty: 5853.315918
	Iteration 29Q: 3 clusters Score -1.552082e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130228 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -15520872.000000 Penalty: 5853.315918
	Iteration 30Q: 3 clusters Score -1.552087e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130330 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -15520896.000000 Penalty: 5853.315918
	Iteration 31Q: 3 clusters Score -1.55209e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130404 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -15520912.000000 Penalty: 5853.315918
	Iteration 32Q: 3 clusters Score -1.552091e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130456 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -15520935.000000 Penalty: 5853.315918
	Iteration 33Q: 3 clusters Score -1.552094e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130497 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -15520932.000000 Penalty: 5853.315918
	Iteration 34Q: 3 clusters Score -1.552093e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130529 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -15520938.000000 Penalty: 5853.315918
	Iteration 35Q: 3 clusters Score -1.552094e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -15520943.000000 Penalty: 5853.315918
	Iteration 36Q: 3 clusters Score -1.552094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130573 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -15520938.000000 Penalty: 5853.315918
	Iteration 37Q: 3 clusters Score -1.552094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130585 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15520937.000000 Penalty: 5853.315918
	Iteration 38Q: 3 clusters Score -1.552094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -15520946.000000 Penalty: 5853.315918
	Iteration 39Q: 3 clusters Score -1.552095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -15520925.000000 Penalty: 5853.315918
	Iteration 40F: 3 clusters Score -1.552092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130618 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -15520937.000000 Penalty: 5853.315918
	Iteration 41Q: 3 clusters Score -1.552094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130623 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -15520951.000000 Penalty: 5853.315918
	Iteration 42Q: 3 clusters Score -1.552095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130627 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -15520944.000000 Penalty: 5853.315918
	Iteration 43Q: 3 clusters Score -1.552094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -15520945.000000 Penalty: 5853.315918
	Iteration 44Q: 3 clusters Score -1.552094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130633 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -15520935.000000 Penalty: 5853.315918
	Iteration 45Q: 3 clusters Score -1.552094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130636 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -15520952.000000 Penalty: 5853.315918
	Iteration 46Q: 3 clusters Score -1.552095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130641 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -15520941.000000 Penalty: 5853.315918
	Iteration 47Q: 3 clusters Score -1.552094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130645 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -15520938.000000 Penalty: 5853.315918
	Iteration 48Q: 3 clusters Score -1.552094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130651 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -15520951.000000 Penalty: 5853.315918
	Iteration 49Q: 3 clusters Score -1.552095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -15520949.000000 Penalty: 5853.315918
	Iteration 50Q: 3 clusters Score -1.552095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130665 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -15520947.000000 Penalty: 5853.315918
	Iteration 51Q: 3 clusters Score -1.552095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -15520972.000000 Penalty: 5853.315918
	Iteration 52Q: 3 clusters Score -1.552097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130678 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -15520975.000000 Penalty: 5853.315918
	Iteration 53Q: 3 clusters Score -1.552098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130681 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -15520966.000000 Penalty: 5853.315918
	Iteration 54Q: 3 clusters Score -1.552097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -15520974.000000 Penalty: 5853.315918
	Iteration 55Q: 3 clusters Score -1.552097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130684 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -15520983.000000 Penalty: 5853.315918
	Iteration 56Q: 3 clusters Score -1.552098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130687 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -15520979.000000 Penalty: 5853.315918
	Iteration 57Q: 3 clusters Score -1.552098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130690 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -15520987.000000 Penalty: 5853.315918
	Iteration 58Q: 3 clusters Score -1.552099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -15520985.000000 Penalty: 5853.315918
	Iteration 59Q: 3 clusters Score -1.552098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130697 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -15520982.000000 Penalty: 5853.315918
	Iteration 60F: 3 clusters Score -1.552098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (193830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193830 members 
Entering Unmasked Estep 
Score: -22514906.000000 Penalty: 3019.334717
	Iteration 0F: 2 clusters Score -2.251491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 96951 members 
Entering Unmasked Estep 
Score: -22390284.000000 Penalty: 6038.669434
	Iteration 0F: 3 clusters Score -2.239028e+07 nChanged 93006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 96925 members 
Entering Unmasked Estep 
Score: -22444418.000000 Penalty: 6038.669434
	Iteration 1F: 3 clusters Score -2.244442e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -22445638.000000 Penalty: 6038.669434
	Iteration 2Q: 3 clusters Score -2.244564e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Mstep: Class 2 contains 96138 members 
Entering Unmasked Estep 
Score: -22447354.000000 Penalty: 6038.669434
	Iteration 3Q: 3 clusters Score -2.244735e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 95278 members 
Entering Unmasked Estep 
Score: -22449262.000000 Penalty: 6038.669434
	Iteration 4Q: 3 clusters Score -2.244926e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -22451710.000000 Penalty: 6038.669434
	Iteration 5Q: 3 clusters Score -2.245171e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101259 members 
Mstep: Class 2 contains 92571 members 
Entering Unmasked Estep 
Score: -22455122.000000 Penalty: 6038.669434
	Iteration 6Q: 3 clusters Score -2.245512e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102995 members 
Mstep: Class 2 contains 90835 members 
Entering Unmasked Estep 
Score: -22458874.000000 Penalty: 6038.669434
	Iteration 7Q: 3 clusters Score -2.245887e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104919 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -22463104.000000 Penalty: 6038.669434
	Iteration 8Q: 3 clusters Score -2.24631e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -22467152.000000 Penalty: 6038.669434
	Iteration 9Q: 3 clusters Score -2.246715e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108745 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -22470878.000000 Penalty: 6038.669434
	Iteration 10Q: 3 clusters Score -2.247088e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110543 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -22474794.000000 Penalty: 6038.669434
	Iteration 11Q: 3 clusters Score -2.247479e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112040 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -22478574.000000 Penalty: 6038.669434
	Iteration 12Q: 3 clusters Score -2.247857e+07 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113287 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -22482874.000000 Penalty: 6038.669434
	Iteration 13Q: 3 clusters Score -2.248287e+07 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114246 members 
Mstep: Class 2 contains 79584 members 
Entering Unmasked Estep 
Score: -22487496.000000 Penalty: 6038.669434
	Iteration 14Q: 3 clusters Score -2.24875e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -22491142.000000 Penalty: 6038.669434
	Iteration 15Q: 3 clusters Score -2.249114e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116111 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -22492988.000000 Penalty: 6038.669434
	Iteration 16Q: 3 clusters Score -2.249299e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117115 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -22493966.000000 Penalty: 6038.669434
	Iteration 17Q: 3 clusters Score -2.249397e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118144 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -22494766.000000 Penalty: 6038.669434
	Iteration 18Q: 3 clusters Score -2.249477e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119282 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -22495260.000000 Penalty: 6038.669434
	Iteration 19Q: 3 clusters Score -2.249526e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -22495728.000000 Penalty: 6038.669434
	Iteration 20F: 3 clusters Score -2.249573e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -22496148.000000 Penalty: 6038.669434
	Iteration 21Q: 3 clusters Score -2.249615e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122920 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -22496546.000000 Penalty: 6038.669434
	Iteration 22Q: 3 clusters Score -2.249655e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124142 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -22496900.000000 Penalty: 6038.669434
	Iteration 23Q: 3 clusters Score -2.24969e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125431 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -22497334.000000 Penalty: 6038.669434
	Iteration 24Q: 3 clusters Score -2.249733e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -22497762.000000 Penalty: 6038.669434
	Iteration 25Q: 3 clusters Score -2.249776e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128220 members 
Mstep: Class 2 contains 65610 members 
Entering Unmasked Estep 
Score: -22498164.000000 Penalty: 6038.669434
	Iteration 26Q: 3 clusters Score -2.249816e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129677 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -22498568.000000 Penalty: 6038.669434
	Iteration 27Q: 3 clusters Score -2.249857e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131178 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -22498816.000000 Penalty: 6038.669434
	Iteration 28Q: 3 clusters Score -2.249882e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132760 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -22499260.000000 Penalty: 6038.669434
	Iteration 29Q: 3 clusters Score -2.249926e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134398 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -22499600.000000 Penalty: 6038.669434
	Iteration 30Q: 3 clusters Score -2.24996e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136055 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -22499886.000000 Penalty: 6038.669434
	Iteration 31Q: 3 clusters Score -2.249989e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137778 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -22500182.000000 Penalty: 6038.669434
	Iteration 32Q: 3 clusters Score -2.250018e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139479 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -22500410.000000 Penalty: 6038.669434
	Iteration 33Q: 3 clusters Score -2.250041e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141196 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -22500762.000000 Penalty: 6038.669434
	Iteration 34Q: 3 clusters Score -2.250076e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142898 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -22501080.000000 Penalty: 6038.669434
	Iteration 35Q: 3 clusters Score -2.250108e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -22501444.000000 Penalty: 6038.669434
	Iteration 36Q: 3 clusters Score -2.250144e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146448 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -22501780.000000 Penalty: 6038.669434
	Iteration 37Q: 3 clusters Score -2.250178e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148303 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -22502178.000000 Penalty: 6038.669434
	Iteration 38Q: 3 clusters Score -2.250218e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150222 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -22502494.000000 Penalty: 6038.669434
	Iteration 39Q: 3 clusters Score -2.250249e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152172 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -22502760.000000 Penalty: 6038.669434
	Iteration 40F: 3 clusters Score -2.250276e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154204 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -22503266.000000 Penalty: 6038.669434
	Iteration 41Q: 3 clusters Score -2.250327e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156253 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -22503714.000000 Penalty: 6038.669434
	Iteration 42Q: 3 clusters Score -2.250371e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -22504264.000000 Penalty: 6038.669434
	Iteration 43Q: 3 clusters Score -2.250426e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160535 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -22504864.000000 Penalty: 6038.669434
	Iteration 44Q: 3 clusters Score -2.250486e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162755 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -22505432.000000 Penalty: 6038.669434
	Iteration 45Q: 3 clusters Score -2.250543e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164984 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -22505932.000000 Penalty: 6038.669434
	Iteration 46Q: 3 clusters Score -2.250593e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -22506552.000000 Penalty: 6038.669434
	Iteration 47Q: 3 clusters Score -2.250655e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169620 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -22507120.000000 Penalty: 6038.669434
	Iteration 48Q: 3 clusters Score -2.250712e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171847 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -22507614.000000 Penalty: 6038.669434
	Iteration 49Q: 3 clusters Score -2.250761e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174035 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -22508350.000000 Penalty: 6038.669434
	Iteration 50Q: 3 clusters Score -2.250835e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -22508914.000000 Penalty: 6038.669434
	Iteration 51Q: 3 clusters Score -2.250891e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178207 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -22509390.000000 Penalty: 6038.669434
	Iteration 52Q: 3 clusters Score -2.250939e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180161 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -22509856.000000 Penalty: 6038.669434
	Iteration 53Q: 3 clusters Score -2.250986e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181914 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -22510330.000000 Penalty: 6038.669434
	Iteration 54Q: 3 clusters Score -2.251033e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183467 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -22510820.000000 Penalty: 6038.669434
	Iteration 55Q: 3 clusters Score -2.251082e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184800 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -22511112.000000 Penalty: 6038.669434
	Iteration 56Q: 3 clusters Score -2.251111e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -22511356.000000 Penalty: 6038.669434
	Iteration 57Q: 3 clusters Score -2.251136e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186923 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -22511618.000000 Penalty: 6038.669434
	Iteration 58Q: 3 clusters Score -2.251162e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187722 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -22511800.000000 Penalty: 6038.669434
	Iteration 59Q: 3 clusters Score -2.25118e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188388 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -22511978.000000 Penalty: 6038.669434
	Iteration 60F: 3 clusters Score -2.251198e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188942 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -22512084.000000 Penalty: 6038.669434
	Iteration 61Q: 3 clusters Score -2.251208e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189391 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -22512136.000000 Penalty: 6038.669434
	Iteration 62Q: 3 clusters Score -2.251214e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189792 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -22512254.000000 Penalty: 6038.669434
	Iteration 63Q: 3 clusters Score -2.251225e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190127 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -22512342.000000 Penalty: 6038.669434
	Iteration 64Q: 3 clusters Score -2.251234e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190399 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -22512436.000000 Penalty: 6038.669434
	Iteration 65Q: 3 clusters Score -2.251244e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -22512450.000000 Penalty: 6038.669434
	Iteration 66Q: 3 clusters Score -2.251245e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190857 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -22512526.000000 Penalty: 6038.669434
	Iteration 67Q: 3 clusters Score -2.251253e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191038 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -22512580.000000 Penalty: 6038.669434
	Iteration 68Q: 3 clusters Score -2.251258e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191192 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -22512596.000000 Penalty: 6038.669434
	Iteration 69Q: 3 clusters Score -2.25126e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191312 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -22512614.000000 Penalty: 6038.669434
	Iteration 70Q: 3 clusters Score -2.251261e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22512648.000000 Penalty: 6038.669434
	Iteration 71Q: 3 clusters Score -2.251265e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191517 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -22512650.000000 Penalty: 6038.669434
	Iteration 72Q: 3 clusters Score -2.251265e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191595 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -22512710.000000 Penalty: 6038.669434
	Iteration 73Q: 3 clusters Score -2.251271e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191675 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -22512740.000000 Penalty: 6038.669434
	Iteration 74Q: 3 clusters Score -2.251274e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191748 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -22512796.000000 Penalty: 6038.669434
	Iteration 75Q: 3 clusters Score -2.25128e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191813 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -22512822.000000 Penalty: 6038.669434
	Iteration 76Q: 3 clusters Score -2.251282e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191882 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22512824.000000 Penalty: 6038.669434
	Iteration 77Q: 3 clusters Score -2.251282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191941 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -22512844.000000 Penalty: 6038.669434
	Iteration 78Q: 3 clusters Score -2.251284e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191988 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22512860.000000 Penalty: 6038.669434
	Iteration 79Q: 3 clusters Score -2.251286e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192037 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -22512920.000000 Penalty: 6038.669434
	Iteration 80F: 3 clusters Score -2.251292e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192079 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -22512930.000000 Penalty: 6038.669434
	Iteration 81Q: 3 clusters Score -2.251293e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192118 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -22512954.000000 Penalty: 6038.669434
	Iteration 82Q: 3 clusters Score -2.251295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192151 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22512974.000000 Penalty: 6038.669434
	Iteration 83Q: 3 clusters Score -2.251297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192175 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -22512972.000000 Penalty: 6038.669434
	Iteration 84Q: 3 clusters Score -2.251297e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192194 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -22512926.000000 Penalty: 6038.669434
	Iteration 85Q: 3 clusters Score -2.251293e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192219 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -22512940.000000 Penalty: 6038.669434
	Iteration 86Q: 3 clusters Score -2.251294e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192227 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -22512972.000000 Penalty: 6038.669434
	Iteration 87Q: 3 clusters Score -2.251297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192238 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -22512968.000000 Penalty: 6038.669434
	Iteration 88Q: 3 clusters Score -2.251297e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192246 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -22512982.000000 Penalty: 6038.669434
	Iteration 89Q: 3 clusters Score -2.251298e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192247 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22512984.000000 Penalty: 6038.669434
	Iteration 90Q: 3 clusters Score -2.251298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192254 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22513000.000000 Penalty: 6038.669434
	Iteration 91Q: 3 clusters Score -2.2513e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192273 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -22513020.000000 Penalty: 6038.669434
	Iteration 92Q: 3 clusters Score -2.251302e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192284 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -22512988.000000 Penalty: 6038.669434
	Iteration 93Q: 3 clusters Score -2.251299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192294 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -22513016.000000 Penalty: 6038.669434
	Iteration 94Q: 3 clusters Score -2.251302e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192305 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -22513024.000000 Penalty: 6038.669434
	Iteration 95Q: 3 clusters Score -2.251302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192323 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -22513028.000000 Penalty: 6038.669434
	Iteration 96Q: 3 clusters Score -2.251303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192335 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22513032.000000 Penalty: 6038.669434
	Iteration 97Q: 3 clusters Score -2.251303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192345 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -22513038.000000 Penalty: 6038.669434
	Iteration 98Q: 3 clusters Score -2.251304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192350 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22513034.000000 Penalty: 6038.669434
	Iteration 99Q: 3 clusters Score -2.251303e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192350 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22513042.000000 Penalty: 6038.669434
	Iteration 100F: 3 clusters Score -2.251304e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192353 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22513050.000000 Penalty: 6038.669434
	Iteration 101Q: 3 clusters Score -2.251305e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192357 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22513044.000000 Penalty: 6038.669434
	Iteration 102Q: 3 clusters Score -2.251304e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192360 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22513048.000000 Penalty: 6038.669434
	Iteration 103Q: 3 clusters Score -2.251305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192368 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22513044.000000 Penalty: 6038.669434
	Iteration 104Q: 3 clusters Score -2.251304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192379 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -22513034.000000 Penalty: 6038.669434
	Iteration 105Q: 3 clusters Score -2.251303e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192382 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22513040.000000 Penalty: 6038.669434
	Iteration 106Q: 3 clusters Score -2.251304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192388 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -22513076.000000 Penalty: 6038.669434
	Iteration 107Q: 3 clusters Score -2.251308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192397 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22513084.000000 Penalty: 6038.669434
	Iteration 108Q: 3 clusters Score -2.251308e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192405 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22513090.000000 Penalty: 6038.669434
	Iteration 109Q: 3 clusters Score -2.251309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192411 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22513082.000000 Penalty: 6038.669434
	Iteration 110Q: 3 clusters Score -2.251308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192420 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -22513080.000000 Penalty: 6038.669434
	Iteration 111Q: 3 clusters Score -2.251308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192424 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22513088.000000 Penalty: 6038.669434
	Iteration 112Q: 3 clusters Score -2.251309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192430 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -22513082.000000 Penalty: 6038.669434
	Iteration 113Q: 3 clusters Score -2.251308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192434 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22513104.000000 Penalty: 6038.669434
	Iteration 114Q: 3 clusters Score -2.25131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192438 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -22513110.000000 Penalty: 6038.669434
	Iteration 115Q: 3 clusters Score -2.251311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192440 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -22513108.000000 Penalty: 6038.669434
	Iteration 116Q: 3 clusters Score -2.251311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192443 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -22513130.000000 Penalty: 6038.669434
	Iteration 117Q: 3 clusters Score -2.251313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192445 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -22513116.000000 Penalty: 6038.669434
	Iteration 118Q: 3 clusters Score -2.251312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192446 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -22513124.000000 Penalty: 6038.669434
	Iteration 119Q: 3 clusters Score -2.251312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192450 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -22513130.000000 Penalty: 6038.669434
	Iteration 120F: 3 clusters Score -2.251313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192457 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22513150.000000 Penalty: 6038.669434
	Iteration 121Q: 3 clusters Score -2.251315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192462 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -22513148.000000 Penalty: 6038.669434
	Iteration 122Q: 3 clusters Score -2.251315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192463 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -22513138.000000 Penalty: 6038.669434
	Iteration 123Q: 3 clusters Score -2.251314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192463 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -22513146.000000 Penalty: 6038.669434
	Iteration 124Q: 3 clusters Score -2.251315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192469 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22513168.000000 Penalty: 6038.669434
	Iteration 125Q: 3 clusters Score -2.251317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192470 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -22513176.000000 Penalty: 6038.669434
	Iteration 126Q: 3 clusters Score -2.251318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192469 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22513192.000000 Penalty: 6038.669434
	Iteration 127Q: 3 clusters Score -2.251319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192471 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22513182.000000 Penalty: 6038.669434
	Iteration 128Q: 3 clusters Score -2.251318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192474 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -22513188.000000 Penalty: 6038.669434
	Iteration 129Q: 3 clusters Score -2.251319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192478 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22513194.000000 Penalty: 6038.669434
	Iteration 130Q: 3 clusters Score -2.251319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192478 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22513194.000000 Penalty: 6038.669434
	Iteration 131F: 3 clusters Score -2.251319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Entering Unmasked Estep 
Score: -1259171.125000 Penalty: 2331.499756
	Iteration 0F: 2 clusters Score -1259171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1250214.000000 Penalty: 4662.999512
	Iteration 0F: 3 clusters Score -1250214 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1253195.750000 Penalty: 4662.999512
	Iteration 1F: 3 clusters Score -1253196 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1253715.500000 Penalty: 4662.999512
	Iteration 2F: 3 clusters Score -1253716 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1254128.125000 Penalty: 4662.999512
	Iteration 3F: 3 clusters Score -1254128 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1254449.375000 Penalty: 4662.999512
	Iteration 4F: 3 clusters Score -1254449 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1254718.125000 Penalty: 4662.999512
	Iteration 5Q: 3 clusters Score -1254718 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1254950.125000 Penalty: 4662.999512
	Iteration 6Q: 3 clusters Score -1254950 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1255155.250000 Penalty: 4662.999512
	Iteration 7Q: 3 clusters Score -1255155 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1255327.750000 Penalty: 4662.999512
	Iteration 8Q: 3 clusters Score -1255328 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1255470.000000 Penalty: 4662.999512
	Iteration 9Q: 3 clusters Score -1255470 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1255581.750000 Penalty: 4662.999512
	Iteration 10Q: 3 clusters Score -1255582 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1255673.125000 Penalty: 4662.999512
	Iteration 11Q: 3 clusters Score -1255673 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1255758.500000 Penalty: 4662.999512
	Iteration 12Q: 3 clusters Score -1255758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1255826.625000 Penalty: 4662.999512
	Iteration 13Q: 3 clusters Score -1255827 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1255885.000000 Penalty: 4662.999512
	Iteration 14Q: 3 clusters Score -1255885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1255934.500000 Penalty: 4662.999512
	Iteration 15Q: 3 clusters Score -1255934 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1255985.625000 Penalty: 4662.999512
	Iteration 16Q: 3 clusters Score -1255986 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1256031.000000 Penalty: 4662.999512
	Iteration 17Q: 3 clusters Score -1256031 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1256068.375000 Penalty: 4662.999512
	Iteration 18Q: 3 clusters Score -1256068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1256105.125000 Penalty: 4662.999512
	Iteration 19Q: 3 clusters Score -1256105 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1256130.875000 Penalty: 4662.999512
	Iteration 20F: 3 clusters Score -1256131 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1256153.000000 Penalty: 4662.999512
	Iteration 21Q: 3 clusters Score -1256153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1256172.125000 Penalty: 4662.999512
	Iteration 22Q: 3 clusters Score -1256172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1256200.250000 Penalty: 4662.999512
	Iteration 23Q: 3 clusters Score -1256200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1256217.500000 Penalty: 4662.999512
	Iteration 24Q: 3 clusters Score -1256218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1256242.625000 Penalty: 4662.999512
	Iteration 25Q: 3 clusters Score -1256243 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1256258.500000 Penalty: 4662.999512
	Iteration 26Q: 3 clusters Score -1256258 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1256272.750000 Penalty: 4662.999512
	Iteration 27Q: 3 clusters Score -1256273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1256285.125000 Penalty: 4662.999512
	Iteration 28Q: 3 clusters Score -1256285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1256297.875000 Penalty: 4662.999512
	Iteration 29Q: 3 clusters Score -1256298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1256305.625000 Penalty: 4662.999512
	Iteration 30Q: 3 clusters Score -1256306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1256321.875000 Penalty: 4662.999512
	Iteration 31Q: 3 clusters Score -1256322 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1256336.000000 Penalty: 4662.999512
	Iteration 32Q: 3 clusters Score -1256336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1256346.500000 Penalty: 4662.999512
	Iteration 33Q: 3 clusters Score -1256346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1256363.000000 Penalty: 4662.999512
	Iteration 34Q: 3 clusters Score -1256363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1256383.250000 Penalty: 4662.999512
	Iteration 35Q: 3 clusters Score -1256383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1256404.375000 Penalty: 4662.999512
	Iteration 36Q: 3 clusters Score -1256404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1256428.625000 Penalty: 4662.999512
	Iteration 37Q: 3 clusters Score -1256429 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1256450.625000 Penalty: 4662.999512
	Iteration 38Q: 3 clusters Score -1256451 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1256470.875000 Penalty: 4662.999512
	Iteration 39Q: 3 clusters Score -1256471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1256486.875000 Penalty: 4662.999512
	Iteration 40F: 3 clusters Score -1256487 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1256503.750000 Penalty: 4662.999512
	Iteration 41Q: 3 clusters Score -1256504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1256523.625000 Penalty: 4662.999512
	Iteration 42Q: 3 clusters Score -1256524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1256552.250000 Penalty: 4662.999512
	Iteration 43Q: 3 clusters Score -1256552 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1256577.875000 Penalty: 4662.999512
	Iteration 44Q: 3 clusters Score -1256578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1256611.875000 Penalty: 4662.999512
	Iteration 45Q: 3 clusters Score -1256612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1256643.750000 Penalty: 4662.999512
	Iteration 46Q: 3 clusters Score -1256644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1256669.875000 Penalty: 4662.999512
	Iteration 47Q: 3 clusters Score -1256670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1256699.875000 Penalty: 4662.999512
	Iteration 48Q: 3 clusters Score -1256700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1256729.375000 Penalty: 4662.999512
	Iteration 49Q: 3 clusters Score -1256729 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1256763.625000 Penalty: 4662.999512
	Iteration 50Q: 3 clusters Score -1256764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1256796.875000 Penalty: 4662.999512
	Iteration 51Q: 3 clusters Score -1256797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1256832.750000 Penalty: 4662.999512
	Iteration 52Q: 3 clusters Score -1256833 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1256860.875000 Penalty: 4662.999512
	Iteration 53Q: 3 clusters Score -1256861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1256893.875000 Penalty: 4662.999512
	Iteration 54Q: 3 clusters Score -1256894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1256928.000000 Penalty: 4662.999512
	Iteration 55Q: 3 clusters Score -1256928 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1256966.250000 Penalty: 4662.999512
	Iteration 56Q: 3 clusters Score -1256966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1257008.875000 Penalty: 4662.999512
	Iteration 57Q: 3 clusters Score -1257009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1257046.500000 Penalty: 4662.999512
	Iteration 58Q: 3 clusters Score -1257046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1257073.125000 Penalty: 4662.999512
	Iteration 59Q: 3 clusters Score -1257073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1257100.250000 Penalty: 4662.999512
	Iteration 60F: 3 clusters Score -1257100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1257122.000000 Penalty: 4662.999512
	Iteration 61Q: 3 clusters Score -1257122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1257139.000000 Penalty: 4662.999512
	Iteration 62Q: 3 clusters Score -1257139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1257154.375000 Penalty: 4662.999512
	Iteration 63Q: 3 clusters Score -1257154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1257171.000000 Penalty: 4662.999512
	Iteration 64Q: 3 clusters Score -1257171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1257180.625000 Penalty: 4662.999512
	Iteration 65Q: 3 clusters Score -1257181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1257191.250000 Penalty: 4662.999512
	Iteration 66Q: 3 clusters Score -1257191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1257201.750000 Penalty: 4662.999512
	Iteration 67Q: 3 clusters Score -1257202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1257213.750000 Penalty: 4662.999512
	Iteration 68Q: 3 clusters Score -1257214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1257227.875000 Penalty: 4662.999512
	Iteration 69Q: 3 clusters Score -1257228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1257242.125000 Penalty: 4662.999512
	Iteration 70Q: 3 clusters Score -1257242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1257257.875000 Penalty: 4662.999512
	Iteration 71Q: 3 clusters Score -1257258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1257274.375000 Penalty: 4662.999512
	Iteration 72Q: 3 clusters Score -1257274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1257294.875000 Penalty: 4662.999512
	Iteration 73Q: 3 clusters Score -1257295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1257321.750000 Penalty: 4662.999512
	Iteration 74Q: 3 clusters Score -1257322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1257342.750000 Penalty: 4662.999512
	Iteration 75Q: 3 clusters Score -1257343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1257351.875000 Penalty: 4662.999512
	Iteration 76Q: 3 clusters Score -1257352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1257358.000000 Penalty: 4662.999512
	Iteration 77Q: 3 clusters Score -1257358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1257367.750000 Penalty: 4662.999512
	Iteration 78Q: 3 clusters Score -1257368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1257370.750000 Penalty: 4662.999512
	Iteration 79Q: 3 clusters Score -1257371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1257379.375000 Penalty: 4662.999512
	Iteration 80F: 3 clusters Score -1257379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1257385.875000 Penalty: 4662.999512
	Iteration 81Q: 3 clusters Score -1257386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1257390.875000 Penalty: 4662.999512
	Iteration 82Q: 3 clusters Score -1257391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1257391.375000 Penalty: 4662.999512
	Iteration 83Q: 3 clusters Score -1257391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1257394.750000 Penalty: 4662.999512
	Iteration 84Q: 3 clusters Score -1257395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1257397.250000 Penalty: 4662.999512
	Iteration 85Q: 3 clusters Score -1257397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1257400.125000 Penalty: 4662.999512
	Iteration 86Q: 3 clusters Score -1257400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1257403.125000 Penalty: 4662.999512
	Iteration 87Q: 3 clusters Score -1257403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -1257405.250000 Penalty: 4662.999512
	Iteration 88Q: 3 clusters Score -1257405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1257408.750000 Penalty: 4662.999512
	Iteration 89Q: 3 clusters Score -1257409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1257413.750000 Penalty: 4662.999512
	Iteration 90Q: 3 clusters Score -1257414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1257418.500000 Penalty: 4662.999512
	Iteration 91Q: 3 clusters Score -1257418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1257419.625000 Penalty: 4662.999512
	Iteration 92Q: 3 clusters Score -1257420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1257420.750000 Penalty: 4662.999512
	Iteration 93Q: 3 clusters Score -1257421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1257426.375000 Penalty: 4662.999512
	Iteration 94Q: 3 clusters Score -1257426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1257434.125000 Penalty: 4662.999512
	Iteration 95Q: 3 clusters Score -1257434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1257441.125000 Penalty: 4662.999512
	Iteration 96Q: 3 clusters Score -1257441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1257446.000000 Penalty: 4662.999512
	Iteration 97Q: 3 clusters Score -1257446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1257451.125000 Penalty: 4662.999512
	Iteration 98Q: 3 clusters Score -1257451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1257453.250000 Penalty: 4662.999512
	Iteration 99Q: 3 clusters Score -1257453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1257454.875000 Penalty: 4662.999512
	Iteration 100F: 3 clusters Score -1257455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1257458.125000 Penalty: 4662.999512
	Iteration 101Q: 3 clusters Score -1257458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1257460.750000 Penalty: 4662.999512
	Iteration 102Q: 3 clusters Score -1257461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1257463.125000 Penalty: 4662.999512
	Iteration 103Q: 3 clusters Score -1257463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1257463.125000 Penalty: 4662.999512
	Iteration 104F: 3 clusters Score -1257463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Entering Unmasked Estep 
Score: -6674117.000000 Penalty: 2721.124268
	Iteration 0F: 2 clusters Score -6674117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -6635088.500000 Penalty: 5442.248535
	Iteration 0F: 3 clusters Score -6635088 nChanged 26999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -6650092.000000 Penalty: 5442.248535
	Iteration 1F: 3 clusters Score -6650092 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -6650775.500000 Penalty: 5442.248535
	Iteration 2Q: 3 clusters Score -6650776 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -6651492.000000 Penalty: 5442.248535
	Iteration 3Q: 3 clusters Score -6651492 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -6652197.000000 Penalty: 5442.248535
	Iteration 4Q: 3 clusters Score -6652197 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -6652933.000000 Penalty: 5442.248535
	Iteration 5Q: 3 clusters Score -6652933 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -6653877.500000 Penalty: 5442.248535
	Iteration 6Q: 3 clusters Score -6653878 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -6655005.000000 Penalty: 5442.248535
	Iteration 7Q: 3 clusters Score -6655005 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -6656417.000000 Penalty: 5442.248535
	Iteration 8Q: 3 clusters Score -6656417 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -6658242.500000 Penalty: 5442.248535
	Iteration 9F: 3 clusters Score -6658242 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -6660265.500000 Penalty: 5442.248535
	Iteration 10F: 3 clusters Score -6660266 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -6662539.000000 Penalty: 5442.248535
	Iteration 11F: 3 clusters Score -6662539 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -6664726.500000 Penalty: 5442.248535
	Iteration 12Q: 3 clusters Score -6664726 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6666769.000000 Penalty: 5442.248535
	Iteration 13Q: 3 clusters Score -6666769 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -6668471.000000 Penalty: 5442.248535
	Iteration 14Q: 3 clusters Score -6668471 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -6669730.500000 Penalty: 5442.248535
	Iteration 15Q: 3 clusters Score -6669730 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -6670624.500000 Penalty: 5442.248535
	Iteration 16Q: 3 clusters Score -6670624 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -6671302.000000 Penalty: 5442.248535
	Iteration 17Q: 3 clusters Score -6671302 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -6671710.000000 Penalty: 5442.248535
	Iteration 18Q: 3 clusters Score -6671710 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6671968.500000 Penalty: 5442.248535
	Iteration 19Q: 3 clusters Score -6671968 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -6672112.500000 Penalty: 5442.248535
	Iteration 20F: 3 clusters Score -6672112 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -6672253.500000 Penalty: 5442.248535
	Iteration 21Q: 3 clusters Score -6672254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -6672350.500000 Penalty: 5442.248535
	Iteration 22Q: 3 clusters Score -6672350 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -6672396.000000 Penalty: 5442.248535
	Iteration 23Q: 3 clusters Score -6672396 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -6672465.000000 Penalty: 5442.248535
	Iteration 24Q: 3 clusters Score -6672465 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6672505.500000 Penalty: 5442.248535
	Iteration 25Q: 3 clusters Score -6672506 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -6672523.000000 Penalty: 5442.248535
	Iteration 26Q: 3 clusters Score -6672523 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -6672531.000000 Penalty: 5442.248535
	Iteration 27Q: 3 clusters Score -6672531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -6672556.500000 Penalty: 5442.248535
	Iteration 28Q: 3 clusters Score -6672556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -6672582.000000 Penalty: 5442.248535
	Iteration 29Q: 3 clusters Score -6672582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -6672596.000000 Penalty: 5442.248535
	Iteration 30Q: 3 clusters Score -6672596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6672589.500000 Penalty: 5442.248535
	Iteration 31Q: 3 clusters Score -6672590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6672618.500000 Penalty: 5442.248535
	Iteration 32Q: 3 clusters Score -6672618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6672657.000000 Penalty: 5442.248535
	Iteration 33Q: 3 clusters Score -6672657 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -6672674.500000 Penalty: 5442.248535
	Iteration 34Q: 3 clusters Score -6672674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -6672699.000000 Penalty: 5442.248535
	Iteration 35Q: 3 clusters Score -6672699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55091 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6672712.000000 Penalty: 5442.248535
	Iteration 36Q: 3 clusters Score -6672712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6672712.500000 Penalty: 5442.248535
	Iteration 37Q: 3 clusters Score -6672712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6672744.500000 Penalty: 5442.248535
	Iteration 38Q: 3 clusters Score -6672744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6672756.500000 Penalty: 5442.248535
	Iteration 39Q: 3 clusters Score -6672756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6672761.000000 Penalty: 5442.248535
	Iteration 40F: 3 clusters Score -6672761 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6672759.500000 Penalty: 5442.248535
	Iteration 41Q: 3 clusters Score -6672760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6672774.500000 Penalty: 5442.248535
	Iteration 42Q: 3 clusters Score -6672774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6672783.500000 Penalty: 5442.248535
	Iteration 43Q: 3 clusters Score -6672784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6672781.500000 Penalty: 5442.248535
	Iteration 44Q: 3 clusters Score -6672782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -6672793.000000 Penalty: 5442.248535
	Iteration 45Q: 3 clusters Score -6672793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6672783.000000 Penalty: 5442.248535
	Iteration 46Q: 3 clusters Score -6672783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6672793.000000 Penalty: 5442.248535
	Iteration 47Q: 3 clusters Score -6672793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6672801.500000 Penalty: 5442.248535
	Iteration 48Q: 3 clusters Score -6672802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6672818.000000 Penalty: 5442.248535
	Iteration 49Q: 3 clusters Score -6672818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6672819.000000 Penalty: 5442.248535
	Iteration 50Q: 3 clusters Score -6672819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6672815.500000 Penalty: 5442.248535
	Iteration 51Q: 3 clusters Score -6672816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -6672807.000000 Penalty: 5442.248535
	Iteration 52Q: 3 clusters Score -6672807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6672820.000000 Penalty: 5442.248535
	Iteration 53Q: 3 clusters Score -6672820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6672821.500000 Penalty: 5442.248535
	Iteration 54Q: 3 clusters Score -6672822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6672824.500000 Penalty: 5442.248535
	Iteration 55Q: 3 clusters Score -6672824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6672826.000000 Penalty: 5442.248535
	Iteration 56Q: 3 clusters Score -6672826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -6672830.000000 Penalty: 5442.248535
	Iteration 57Q: 3 clusters Score -6672830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -6672828.000000 Penalty: 5442.248535
	Iteration 58Q: 3 clusters Score -6672828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6672832.000000 Penalty: 5442.248535
	Iteration 59Q: 3 clusters Score -6672832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6672830.000000 Penalty: 5442.248535
	Iteration 60F: 3 clusters Score -6672830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6672834.500000 Penalty: 5442.248535
	Iteration 61Q: 3 clusters Score -6672834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6672831.000000 Penalty: 5442.248535
	Iteration 62Q: 3 clusters Score -6672831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6672830.000000 Penalty: 5442.248535
	Iteration 63Q: 3 clusters Score -6672830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6672823.000000 Penalty: 5442.248535
	Iteration 64Q: 3 clusters Score -6672823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -6672822.500000 Penalty: 5442.248535
	Iteration 65Q: 3 clusters Score -6672822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6672824.000000 Penalty: 5442.248535
	Iteration 66Q: 3 clusters Score -6672824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6672824.000000 Penalty: 5442.248535
	Iteration 67F: 3 clusters Score -6672824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Entering Unmasked Estep 
Score: -1469807.250000 Penalty: 2351.112305
	Iteration 0F: 2 clusters Score -1469807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1460206.625000 Penalty: 4702.224609
	Iteration 0F: 3 clusters Score -1460207 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1463213.000000 Penalty: 4702.224609
	Iteration 1F: 3 clusters Score -1463213 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1463657.750000 Penalty: 4702.224609
	Iteration 2F: 3 clusters Score -1463658 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1464075.500000 Penalty: 4702.224609
	Iteration 3F: 3 clusters Score -1464076 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1464521.500000 Penalty: 4702.224609
	Iteration 4F: 3 clusters Score -1464522 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1464995.875000 Penalty: 4702.224609
	Iteration 5F: 3 clusters Score -1464996 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1465415.375000 Penalty: 4702.224609
	Iteration 6Q: 3 clusters Score -1465415 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1465765.875000 Penalty: 4702.224609
	Iteration 7Q: 3 clusters Score -1465766 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1466113.750000 Penalty: 4702.224609
	Iteration 8Q: 3 clusters Score -1466114 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1466401.250000 Penalty: 4702.224609
	Iteration 9Q: 3 clusters Score -1466401 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1466604.875000 Penalty: 4702.224609
	Iteration 10Q: 3 clusters Score -1466605 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1466774.750000 Penalty: 4702.224609
	Iteration 11Q: 3 clusters Score -1466775 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1466888.750000 Penalty: 4702.224609
	Iteration 12Q: 3 clusters Score -1466889 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1466963.500000 Penalty: 4702.224609
	Iteration 13Q: 3 clusters Score -1466964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1467017.250000 Penalty: 4702.224609
	Iteration 14Q: 3 clusters Score -1467017 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1467061.375000 Penalty: 4702.224609
	Iteration 15Q: 3 clusters Score -1467061 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1467102.125000 Penalty: 4702.224609
	Iteration 16Q: 3 clusters Score -1467102 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1467141.000000 Penalty: 4702.224609
	Iteration 17Q: 3 clusters Score -1467141 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1467176.625000 Penalty: 4702.224609
	Iteration 18Q: 3 clusters Score -1467177 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1467202.500000 Penalty: 4702.224609
	Iteration 19Q: 3 clusters Score -1467202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1467223.375000 Penalty: 4702.224609
	Iteration 20F: 3 clusters Score -1467223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1467257.750000 Penalty: 4702.224609
	Iteration 21Q: 3 clusters Score -1467258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1467295.625000 Penalty: 4702.224609
	Iteration 22Q: 3 clusters Score -1467296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1467329.875000 Penalty: 4702.224609
	Iteration 23Q: 3 clusters Score -1467330 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1467371.250000 Penalty: 4702.224609
	Iteration 24Q: 3 clusters Score -1467371 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1467420.500000 Penalty: 4702.224609
	Iteration 25Q: 3 clusters Score -1467420 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1467462.500000 Penalty: 4702.224609
	Iteration 26Q: 3 clusters Score -1467462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1467497.000000 Penalty: 4702.224609
	Iteration 27Q: 3 clusters Score -1467497 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1467523.750000 Penalty: 4702.224609
	Iteration 28Q: 3 clusters Score -1467524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1467548.500000 Penalty: 4702.224609
	Iteration 29Q: 3 clusters Score -1467548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1467570.000000 Penalty: 4702.224609
	Iteration 30Q: 3 clusters Score -1467570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1467577.500000 Penalty: 4702.224609
	Iteration 31Q: 3 clusters Score -1467578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1467589.625000 Penalty: 4702.224609
	Iteration 32Q: 3 clusters Score -1467590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1467604.250000 Penalty: 4702.224609
	Iteration 33Q: 3 clusters Score -1467604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1467612.625000 Penalty: 4702.224609
	Iteration 34Q: 3 clusters Score -1467613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1467632.000000 Penalty: 4702.224609
	Iteration 35Q: 3 clusters Score -1467632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1467642.375000 Penalty: 4702.224609
	Iteration 36Q: 3 clusters Score -1467642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1467652.875000 Penalty: 4702.224609
	Iteration 37Q: 3 clusters Score -1467653 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1467659.375000 Penalty: 4702.224609
	Iteration 38Q: 3 clusters Score -1467659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1467669.125000 Penalty: 4702.224609
	Iteration 39Q: 3 clusters Score -1467669 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1467674.750000 Penalty: 4702.224609
	Iteration 40F: 3 clusters Score -1467675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1467680.750000 Penalty: 4702.224609
	Iteration 41Q: 3 clusters Score -1467681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1467683.000000 Penalty: 4702.224609
	Iteration 42Q: 3 clusters Score -1467683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1467691.250000 Penalty: 4702.224609
	Iteration 43Q: 3 clusters Score -1467691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1467698.625000 Penalty: 4702.224609
	Iteration 44Q: 3 clusters Score -1467699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1467704.875000 Penalty: 4702.224609
	Iteration 45Q: 3 clusters Score -1467705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1467708.000000 Penalty: 4702.224609
	Iteration 46Q: 3 clusters Score -1467708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1467714.500000 Penalty: 4702.224609
	Iteration 47Q: 3 clusters Score -1467714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1467718.250000 Penalty: 4702.224609
	Iteration 48Q: 3 clusters Score -1467718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1467721.875000 Penalty: 4702.224609
	Iteration 49Q: 3 clusters Score -1467722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1467730.375000 Penalty: 4702.224609
	Iteration 50Q: 3 clusters Score -1467730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1467737.250000 Penalty: 4702.224609
	Iteration 51Q: 3 clusters Score -1467737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1467743.125000 Penalty: 4702.224609
	Iteration 52Q: 3 clusters Score -1467743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1467745.500000 Penalty: 4702.224609
	Iteration 53Q: 3 clusters Score -1467746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1467745.625000 Penalty: 4702.224609
	Iteration 54Q: 3 clusters Score -1467746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1467749.625000 Penalty: 4702.224609
	Iteration 55Q: 3 clusters Score -1467750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1467756.250000 Penalty: 4702.224609
	Iteration 56Q: 3 clusters Score -1467756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1467755.750000 Penalty: 4702.224609
	Iteration 57Q: 3 clusters Score -1467756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1467756.625000 Penalty: 4702.224609
	Iteration 58Q: 3 clusters Score -1467757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1467759.125000 Penalty: 4702.224609
	Iteration 59Q: 3 clusters Score -1467759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1467762.125000 Penalty: 4702.224609
	Iteration 60F: 3 clusters Score -1467762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1467760.625000 Penalty: 4702.224609
	Iteration 61Q: 3 clusters Score -1467761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1467765.500000 Penalty: 4702.224609
	Iteration 62Q: 3 clusters Score -1467766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1467767.750000 Penalty: 4702.224609
	Iteration 63Q: 3 clusters Score -1467768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1467773.000000 Penalty: 4702.224609
	Iteration 64Q: 3 clusters Score -1467773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1467774.125000 Penalty: 4702.224609
	Iteration 65Q: 3 clusters Score -1467774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1467775.750000 Penalty: 4702.224609
	Iteration 66Q: 3 clusters Score -1467776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1467778.750000 Penalty: 4702.224609
	Iteration 67Q: 3 clusters Score -1467779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1467778.875000 Penalty: 4702.224609
	Iteration 68Q: 3 clusters Score -1467779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1467778.875000 Penalty: 4702.224609
	Iteration 69F: 3 clusters Score -1467779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -782491.187500 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -782491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -776715.812500 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -776715.8 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -778275.375000 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -778275.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -778523.562500 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -778523.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -778678.437500 Penalty: 4396.493652
	Iteration 3Q: 3 clusters Score -778678.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -778784.375000 Penalty: 4396.493652
	Iteration 4Q: 3 clusters Score -778784.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -778877.312500 Penalty: 4396.493652
	Iteration 5Q: 3 clusters Score -778877.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -778976.937500 Penalty: 4396.493652
	Iteration 6Q: 3 clusters Score -778976.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -779077.062500 Penalty: 4396.493652
	Iteration 7Q: 3 clusters Score -779077.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -779215.437500 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -779215.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -779367.687500 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -779367.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -779536.000000 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -779536 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -779719.625000 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -779719.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -779906.375000 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -779906.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -780061.000000 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -780061 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -780173.375000 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -780173.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -780266.750000 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -780266.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -780359.125000 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -780359.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -780445.125000 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -780445.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -780502.312500 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -780502.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -780554.250000 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -780554.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -780593.500000 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -780593.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -780625.000000 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -780625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -780651.437500 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -780651.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -780672.812500 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -780672.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -780697.500000 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -780697.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -780710.500000 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -780710.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -780719.562500 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -780719.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -780728.375000 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -780728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -780736.062500 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -780736.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -780742.312500 Penalty: 4396.493652
	Iteration 29Q: 3 clusters Score -780742.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -780746.937500 Penalty: 4396.493652
	Iteration 30Q: 3 clusters Score -780746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -780749.562500 Penalty: 4396.493652
	Iteration 31Q: 3 clusters Score -780749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -780753.562500 Penalty: 4396.493652
	Iteration 32Q: 3 clusters Score -780753.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -780762.875000 Penalty: 4396.493652
	Iteration 33Q: 3 clusters Score -780762.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -780772.437500 Penalty: 4396.493652
	Iteration 34Q: 3 clusters Score -780772.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -780779.500000 Penalty: 4396.493652
	Iteration 35Q: 3 clusters Score -780779.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -780781.687500 Penalty: 4396.493652
	Iteration 36Q: 3 clusters Score -780781.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -780784.687500 Penalty: 4396.493652
	Iteration 37Q: 3 clusters Score -780784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -780786.187500 Penalty: 4396.493652
	Iteration 38Q: 3 clusters Score -780786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -780788.750000 Penalty: 4396.493652
	Iteration 39Q: 3 clusters Score -780788.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -780790.562500 Penalty: 4396.493652
	Iteration 40F: 3 clusters Score -780790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -780793.062500 Penalty: 4396.493652
	Iteration 41Q: 3 clusters Score -780793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -780794.937500 Penalty: 4396.493652
	Iteration 42Q: 3 clusters Score -780794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -780795.312500 Penalty: 4396.493652
	Iteration 43Q: 3 clusters Score -780795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -780795.312500 Penalty: 4396.493652
	Iteration 44F: 3 clusters Score -780795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (257628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257628 members 
Entering Unmasked Estep 
Score: -30017248.000000 Penalty: 3089.899658
	Iteration 0F: 2 clusters Score -3.001725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128663 members 
Mstep: Class 2 contains 128965 members 
Entering Unmasked Estep 
Score: -29860610.000000 Penalty: 6179.799316
	Iteration 0F: 3 clusters Score -2.986061e+07 nChanged 124574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123973 members 
Mstep: Class 2 contains 133655 members 
Entering Unmasked Estep 
Score: -29934942.000000 Penalty: 6179.799316
	Iteration 1F: 3 clusters Score -2.993494e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120509 members 
Mstep: Class 2 contains 137119 members 
Entering Unmasked Estep 
Score: -29937202.000000 Penalty: 6179.799316
	Iteration 2Q: 3 clusters Score -2.99372e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114757 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -29940348.000000 Penalty: 6179.799316
	Iteration 3Q: 3 clusters Score -2.994035e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -29945732.000000 Penalty: 6179.799316
	Iteration 4Q: 3 clusters Score -2.994573e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -29954084.000000 Penalty: 6179.799316
	Iteration 5F: 3 clusters Score -2.995408e+07 nChanged 18758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 181226 members 
Entering Unmasked Estep 
Score: -29963934.000000 Penalty: 6179.799316
	Iteration 6F: 3 clusters Score -2.996393e+07 nChanged 19241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 198753 members 
Entering Unmasked Estep 
Score: -29974002.000000 Penalty: 6179.799316
	Iteration 7F: 3 clusters Score -2.9974e+07 nChanged 17193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 215062 members 
Entering Unmasked Estep 
Score: -29983666.000000 Penalty: 6179.799316
	Iteration 8F: 3 clusters Score -2.998367e+07 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 229042 members 
Entering Unmasked Estep 
Score: -29992744.000000 Penalty: 6179.799316
	Iteration 9F: 3 clusters Score -2.999274e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 240036 members 
Entering Unmasked Estep 
Score: -30001000.000000 Penalty: 6179.799316
	Iteration 10Q: 3 clusters Score -3.0001e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 247910 members 
Entering Unmasked Estep 
Score: -30007196.000000 Penalty: 6179.799316
	Iteration 11Q: 3 clusters Score -3.00072e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 252558 members 
Entering Unmasked Estep 
Score: -30010920.000000 Penalty: 6179.799316
	Iteration 12Q: 3 clusters Score -3.001092e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 254960 members 
Entering Unmasked Estep 
Score: -30012820.000000 Penalty: 6179.799316
	Iteration 13Q: 3 clusters Score -3.001282e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 256081 members 
Entering Unmasked Estep 
Score: -30013692.000000 Penalty: 6179.799316
	Iteration 14Q: 3 clusters Score -3.001369e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 256603 members 
Entering Unmasked Estep 
Score: -30014114.000000 Penalty: 6179.799316
	Iteration 15Q: 3 clusters Score -3.001411e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 256836 members 
Entering Unmasked Estep 
Score: -30014272.000000 Penalty: 6179.799316
	Iteration 16Q: 3 clusters Score -3.001427e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 256956 members 
Entering Unmasked Estep 
Score: -30014426.000000 Penalty: 6179.799316
	Iteration 17Q: 3 clusters Score -3.001443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 257006 members 
Entering Unmasked Estep 
Score: -30014478.000000 Penalty: 6179.799316
	Iteration 18Q: 3 clusters Score -3.001448e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 257042 members 
Entering Unmasked Estep 
Score: -30014536.000000 Penalty: 6179.799316
	Iteration 19Q: 3 clusters Score -3.001454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 257066 members 
Entering Unmasked Estep 
Score: -30014546.000000 Penalty: 6179.799316
	Iteration 20F: 3 clusters Score -3.001455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 257083 members 
Entering Unmasked Estep 
Score: -30014544.000000 Penalty: 6179.799316
	Iteration 21Q: 3 clusters Score -3.001454e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 257105 members 
Entering Unmasked Estep 
Score: -30014566.000000 Penalty: 6179.799316
	Iteration 22Q: 3 clusters Score -3.001457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 257116 members 
Entering Unmasked Estep 
Score: -30014590.000000 Penalty: 6179.799316
	Iteration 23Q: 3 clusters Score -3.001459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 257128 members 
Entering Unmasked Estep 
Score: -30014616.000000 Penalty: 6179.799316
	Iteration 24Q: 3 clusters Score -3.001462e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 257142 members 
Entering Unmasked Estep 
Score: -30014638.000000 Penalty: 6179.799316
	Iteration 25Q: 3 clusters Score -3.001464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 257152 members 
Entering Unmasked Estep 
Score: -30014640.000000 Penalty: 6179.799316
	Iteration 26Q: 3 clusters Score -3.001464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 257158 members 
Entering Unmasked Estep 
Score: -30014646.000000 Penalty: 6179.799316
	Iteration 27Q: 3 clusters Score -3.001465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 257165 members 
Entering Unmasked Estep 
Score: -30014646.000000 Penalty: 6179.799316
	Iteration 28Q: 3 clusters Score -3.001465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 257167 members 
Entering Unmasked Estep 
Score: -30014648.000000 Penalty: 6179.799316
	Iteration 29Q: 3 clusters Score -3.001465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 257169 members 
Entering Unmasked Estep 
Score: -30014636.000000 Penalty: 6179.799316
	Iteration 30Q: 3 clusters Score -3.001464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 257171 members 
Entering Unmasked Estep 
Score: -30014656.000000 Penalty: 6179.799316
	Iteration 31Q: 3 clusters Score -3.001466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 257172 members 
Entering Unmasked Estep 
Score: -30014648.000000 Penalty: 6179.799316
	Iteration 32Q: 3 clusters Score -3.001465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 257171 members 
Entering Unmasked Estep 
Score: -30014638.000000 Penalty: 6179.799316
	Iteration 33Q: 3 clusters Score -3.001464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 257170 members 
Entering Unmasked Estep 
Score: -30014646.000000 Penalty: 6179.799316
	Iteration 34Q: 3 clusters Score -3.001465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 257173 members 
Entering Unmasked Estep 
Score: -30014654.000000 Penalty: 6179.799316
	Iteration 35Q: 3 clusters Score -3.001465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 257175 members 
Entering Unmasked Estep 
Score: -30014656.000000 Penalty: 6179.799316
	Iteration 36Q: 3 clusters Score -3.001466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 257178 members 
Entering Unmasked Estep 
Score: -30014672.000000 Penalty: 6179.799316
	Iteration 37Q: 3 clusters Score -3.001467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 257180 members 
Entering Unmasked Estep 
Score: -30014654.000000 Penalty: 6179.799316
	Iteration 38Q: 3 clusters Score -3.001465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 257179 members 
Entering Unmasked Estep 
Score: -30014680.000000 Penalty: 6179.799316
	Iteration 39Q: 3 clusters Score -3.001468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 257178 members 
Entering Unmasked Estep 
Score: -30014678.000000 Penalty: 6179.799316
	Iteration 40F: 3 clusters Score -3.001468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 257177 members 
Entering Unmasked Estep 
Score: -30014670.000000 Penalty: 6179.799316
	Iteration 41Q: 3 clusters Score -3.001467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 257177 members 
Entering Unmasked Estep 
Score: -30014670.000000 Penalty: 6179.799316
	Iteration 42F: 3 clusters Score -3.001467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (88757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Entering Unmasked Estep 
Score: -10354550.000000 Penalty: 2825.627197
	Iteration 0F: 2 clusters Score -1.035455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -10294813.000000 Penalty: 5651.254395
	Iteration 0F: 3 clusters Score -1.029481e+07 nChanged 42011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -10319191.000000 Penalty: 5651.254395
	Iteration 1F: 3 clusters Score -1.031919e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -10320121.000000 Penalty: 5651.254395
	Iteration 2Q: 3 clusters Score -1.032012e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -10321151.000000 Penalty: 5651.254395
	Iteration 3Q: 3 clusters Score -1.032115e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -10322491.000000 Penalty: 5651.254395
	Iteration 4Q: 3 clusters Score -1.032249e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -10324115.000000 Penalty: 5651.254395
	Iteration 5Q: 3 clusters Score -1.032412e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -10326016.000000 Penalty: 5651.254395
	Iteration 6F: 3 clusters Score -1.032602e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -10328262.000000 Penalty: 5651.254395
	Iteration 7F: 3 clusters Score -1.032826e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -10331010.000000 Penalty: 5651.254395
	Iteration 8F: 3 clusters Score -1.033101e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -10334139.000000 Penalty: 5651.254395
	Iteration 9F: 3 clusters Score -1.033414e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -10337611.000000 Penalty: 5651.254395
	Iteration 10F: 3 clusters Score -1.033761e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -10341451.000000 Penalty: 5651.254395
	Iteration 11F: 3 clusters Score -1.034145e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -10345022.000000 Penalty: 5651.254395
	Iteration 12F: 3 clusters Score -1.034502e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -10348050.000000 Penalty: 5651.254395
	Iteration 13Q: 3 clusters Score -1.034805e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85896 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -10349943.000000 Penalty: 5651.254395
	Iteration 14Q: 3 clusters Score -1.034994e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10351063.000000 Penalty: 5651.254395
	Iteration 15Q: 3 clusters Score -1.035106e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10351539.000000 Penalty: 5651.254395
	Iteration 16Q: 3 clusters Score -1.035154e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10351775.000000 Penalty: 5651.254395
	Iteration 17Q: 3 clusters Score -1.035178e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10351918.000000 Penalty: 5651.254395
	Iteration 18Q: 3 clusters Score -1.035192e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10351974.000000 Penalty: 5651.254395
	Iteration 19Q: 3 clusters Score -1.035197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -10352035.000000 Penalty: 5651.254395
	Iteration 20F: 3 clusters Score -1.035204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10352052.000000 Penalty: 5651.254395
	Iteration 21Q: 3 clusters Score -1.035205e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10352088.000000 Penalty: 5651.254395
	Iteration 22Q: 3 clusters Score -1.035209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88357 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10352102.000000 Penalty: 5651.254395
	Iteration 23Q: 3 clusters Score -1.03521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10352113.000000 Penalty: 5651.254395
	Iteration 24Q: 3 clusters Score -1.035211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10352122.000000 Penalty: 5651.254395
	Iteration 25Q: 3 clusters Score -1.035212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10352123.000000 Penalty: 5651.254395
	Iteration 26Q: 3 clusters Score -1.035212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10352129.000000 Penalty: 5651.254395
	Iteration 27Q: 3 clusters Score -1.035213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10352129.000000 Penalty: 5651.254395
	Iteration 28Q: 3 clusters Score -1.035213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10352135.000000 Penalty: 5651.254395
	Iteration 29Q: 3 clusters Score -1.035214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10352138.000000 Penalty: 5651.254395
	Iteration 30Q: 3 clusters Score -1.035214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10352137.000000 Penalty: 5651.254395
	Iteration 31Q: 3 clusters Score -1.035214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10352136.000000 Penalty: 5651.254395
	Iteration 32Q: 3 clusters Score -1.035214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10352136.000000 Penalty: 5651.254395
	Iteration 33F: 3 clusters Score -1.035214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Entering Unmasked Estep 
Score: -2197758.750000 Penalty: 2438.533691
	Iteration 0F: 2 clusters Score -2197759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2184533.000000 Penalty: 4877.067383
	Iteration 0F: 3 clusters Score -2184533 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2189077.000000 Penalty: 4877.067383
	Iteration 1F: 3 clusters Score -2189077 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2189628.500000 Penalty: 4877.067383
	Iteration 2F: 3 clusters Score -2189628 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2190229.750000 Penalty: 4877.067383
	Iteration 3F: 3 clusters Score -2190230 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2190807.000000 Penalty: 4877.067383
	Iteration 4F: 3 clusters Score -2190807 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2191428.000000 Penalty: 4877.067383
	Iteration 5F: 3 clusters Score -2191428 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2192054.250000 Penalty: 4877.067383
	Iteration 6F: 3 clusters Score -2192054 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2192650.000000 Penalty: 4877.067383
	Iteration 7F: 3 clusters Score -2192650 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2193203.750000 Penalty: 4877.067383
	Iteration 8Q: 3 clusters Score -2193204 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2193723.000000 Penalty: 4877.067383
	Iteration 9Q: 3 clusters Score -2193723 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2194150.500000 Penalty: 4877.067383
	Iteration 10Q: 3 clusters Score -2194150 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2194487.500000 Penalty: 4877.067383
	Iteration 11Q: 3 clusters Score -2194488 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2194766.500000 Penalty: 4877.067383
	Iteration 12Q: 3 clusters Score -2194766 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2194970.500000 Penalty: 4877.067383
	Iteration 13Q: 3 clusters Score -2194970 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2195141.500000 Penalty: 4877.067383
	Iteration 14Q: 3 clusters Score -2195142 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2195293.750000 Penalty: 4877.067383
	Iteration 15Q: 3 clusters Score -2195294 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2195433.500000 Penalty: 4877.067383
	Iteration 16Q: 3 clusters Score -2195434 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2195581.500000 Penalty: 4877.067383
	Iteration 17Q: 3 clusters Score -2195582 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2195726.000000 Penalty: 4877.067383
	Iteration 18Q: 3 clusters Score -2195726 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2195850.500000 Penalty: 4877.067383
	Iteration 19Q: 3 clusters Score -2195850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2195950.000000 Penalty: 4877.067383
	Iteration 20F: 3 clusters Score -2195950 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2196030.250000 Penalty: 4877.067383
	Iteration 21Q: 3 clusters Score -2196030 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2196092.250000 Penalty: 4877.067383
	Iteration 22Q: 3 clusters Score -2196092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2196137.250000 Penalty: 4877.067383
	Iteration 23Q: 3 clusters Score -2196137 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2196175.500000 Penalty: 4877.067383
	Iteration 24Q: 3 clusters Score -2196176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2196204.750000 Penalty: 4877.067383
	Iteration 25Q: 3 clusters Score -2196205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2196223.000000 Penalty: 4877.067383
	Iteration 26Q: 3 clusters Score -2196223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2196234.500000 Penalty: 4877.067383
	Iteration 27Q: 3 clusters Score -2196234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2196245.750000 Penalty: 4877.067383
	Iteration 28Q: 3 clusters Score -2196246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2196258.500000 Penalty: 4877.067383
	Iteration 29Q: 3 clusters Score -2196258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2196266.500000 Penalty: 4877.067383
	Iteration 30Q: 3 clusters Score -2196266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2196271.000000 Penalty: 4877.067383
	Iteration 31Q: 3 clusters Score -2196271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2196276.750000 Penalty: 4877.067383
	Iteration 32Q: 3 clusters Score -2196277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2196279.000000 Penalty: 4877.067383
	Iteration 33Q: 3 clusters Score -2196279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2196283.250000 Penalty: 4877.067383
	Iteration 34Q: 3 clusters Score -2196283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2196286.250000 Penalty: 4877.067383
	Iteration 35Q: 3 clusters Score -2196286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2196286.000000 Penalty: 4877.067383
	Iteration 36Q: 3 clusters Score -2196286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2196289.250000 Penalty: 4877.067383
	Iteration 37Q: 3 clusters Score -2196289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2196284.500000 Penalty: 4877.067383
	Iteration 38Q: 3 clusters Score -2196284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2196291.250000 Penalty: 4877.067383
	Iteration 39Q: 3 clusters Score -2196291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2196292.250000 Penalty: 4877.067383
	Iteration 40F: 3 clusters Score -2196292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2196293.750000 Penalty: 4877.067383
	Iteration 41Q: 3 clusters Score -2196294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2196297.750000 Penalty: 4877.067383
	Iteration 42Q: 3 clusters Score -2196298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2196304.250000 Penalty: 4877.067383
	Iteration 43Q: 3 clusters Score -2196304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2196305.500000 Penalty: 4877.067383
	Iteration 44Q: 3 clusters Score -2196306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2196307.000000 Penalty: 4877.067383
	Iteration 45Q: 3 clusters Score -2196307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2196311.750000 Penalty: 4877.067383
	Iteration 46Q: 3 clusters Score -2196312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2196316.500000 Penalty: 4877.067383
	Iteration 47Q: 3 clusters Score -2196316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2196316.500000 Penalty: 4877.067383
	Iteration 48Q: 3 clusters Score -2196316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2196318.500000 Penalty: 4877.067383
	Iteration 49Q: 3 clusters Score -2196318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2196319.750000 Penalty: 4877.067383
	Iteration 50Q: 3 clusters Score -2196320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2196318.500000 Penalty: 4877.067383
	Iteration 51Q: 3 clusters Score -2196318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2196319.500000 Penalty: 4877.067383
	Iteration 52Q: 3 clusters Score -2196320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2196319.000000 Penalty: 4877.067383
	Iteration 53Q: 3 clusters Score -2196319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2196319.000000 Penalty: 4877.067383
	Iteration 54F: 3 clusters Score -2196319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -41637.964844 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -41637.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40331.710938 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -40331.71 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40656.269531 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -40656.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40852.140625 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -40852.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40959.179688 Penalty: 3021.289795
	Iteration 3F: 3 clusters Score -40959.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -41046.519531 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -41046.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41085.550781 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -41085.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -41111.703125 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -41111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41129.277344 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -41129.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41138.074219 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -41138.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41142.460938 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -41142.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41148.144531 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -41148.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -41148.144531 Penalty: 3021.289795
	Iteration 11F: 3 clusters Score -41148.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (36124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Entering Unmasked Estep 
Score: -4218691.000000 Penalty: 2602.688721
	Iteration 0F: 2 clusters Score -4218691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4194269.750000 Penalty: 5205.377441
	Iteration 0F: 3 clusters Score -4194270 nChanged 16408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4203339.000000 Penalty: 5205.377441
	Iteration 1F: 3 clusters Score -4203339 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4204047.500000 Penalty: 5205.377441
	Iteration 2Q: 3 clusters Score -4204048 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4205158.000000 Penalty: 5205.377441
	Iteration 3F: 3 clusters Score -4205158 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4206772.000000 Penalty: 5205.377441
	Iteration 4F: 3 clusters Score -4206772 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4208914.500000 Penalty: 5205.377441
	Iteration 5F: 3 clusters Score -4208914 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4211228.500000 Penalty: 5205.377441
	Iteration 6F: 3 clusters Score -4211228 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4212960.500000 Penalty: 5205.377441
	Iteration 7F: 3 clusters Score -4212960 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4214166.000000 Penalty: 5205.377441
	Iteration 8Q: 3 clusters Score -4214166 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4215154.000000 Penalty: 5205.377441
	Iteration 9Q: 3 clusters Score -4215154 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4216041.000000 Penalty: 5205.377441
	Iteration 10Q: 3 clusters Score -4216041 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4216945.000000 Penalty: 5205.377441
	Iteration 11Q: 3 clusters Score -4216945 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4217775.500000 Penalty: 5205.377441
	Iteration 12Q: 3 clusters Score -4217776 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4218122.500000 Penalty: 5205.377441
	Iteration 13Q: 3 clusters Score -4218122 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4218234.500000 Penalty: 5205.377441
	Iteration 14Q: 3 clusters Score -4218234 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4218263.500000 Penalty: 5205.377441
	Iteration 15Q: 3 clusters Score -4218264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4218294.500000 Penalty: 5205.377441
	Iteration 16Q: 3 clusters Score -4218294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4218289.500000 Penalty: 5205.377441
	Iteration 17Q: 3 clusters Score -4218290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4218294.500000 Penalty: 5205.377441
	Iteration 18Q: 3 clusters Score -4218294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4218297.500000 Penalty: 5205.377441
	Iteration 19Q: 3 clusters Score -4218298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4218301.000000 Penalty: 5205.377441
	Iteration 20F: 3 clusters Score -4218301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4218300.000000 Penalty: 5205.377441
	Iteration 21Q: 3 clusters Score -4218300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4218297.000000 Penalty: 5205.377441
	Iteration 22Q: 3 clusters Score -4218297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4218296.500000 Penalty: 5205.377441
	Iteration 23Q: 3 clusters Score -4218296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4218300.000000 Penalty: 5205.377441
	Iteration 24Q: 3 clusters Score -4218300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4218299.500000 Penalty: 5205.377441
	Iteration 25Q: 3 clusters Score -4218300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4218299.500000 Penalty: 5205.377441
	Iteration 26F: 3 clusters Score -4218300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -821156.187500 Penalty: 2211.526367
	Iteration 0F: 2 clusters Score -821156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -815054.625000 Penalty: 4423.052734
	Iteration 0F: 3 clusters Score -815054.6 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -816787.000000 Penalty: 4423.052734
	Iteration 1F: 3 clusters Score -816787 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -817317.687500 Penalty: 4423.052734
	Iteration 2F: 3 clusters Score -817317.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -817918.562500 Penalty: 4423.052734
	Iteration 3F: 3 clusters Score -817918.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -818646.875000 Penalty: 4423.052734
	Iteration 4F: 3 clusters Score -818646.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -819302.875000 Penalty: 4423.052734
	Iteration 5F: 3 clusters Score -819302.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -819733.312500 Penalty: 4423.052734
	Iteration 6F: 3 clusters Score -819733.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -819985.500000 Penalty: 4423.052734
	Iteration 7Q: 3 clusters Score -819985.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -820094.375000 Penalty: 4423.052734
	Iteration 8Q: 3 clusters Score -820094.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -820155.812500 Penalty: 4423.052734
	Iteration 9Q: 3 clusters Score -820155.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -820178.312500 Penalty: 4423.052734
	Iteration 10Q: 3 clusters Score -820178.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -820188.062500 Penalty: 4423.052734
	Iteration 11Q: 3 clusters Score -820188.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -820195.625000 Penalty: 4423.052734
	Iteration 12Q: 3 clusters Score -820195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -820199.625000 Penalty: 4423.052734
	Iteration 13Q: 3 clusters Score -820199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -820201.125000 Penalty: 4423.052734
	Iteration 14Q: 3 clusters Score -820201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -820202.000000 Penalty: 4423.052734
	Iteration 15Q: 3 clusters Score -820202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -820205.187500 Penalty: 4423.052734
	Iteration 16Q: 3 clusters Score -820205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -820205.187500 Penalty: 4423.052734
	Iteration 17Q: 3 clusters Score -820205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -820206.375000 Penalty: 4423.052734
	Iteration 18Q: 3 clusters Score -820206.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -820206.750000 Penalty: 4423.052734
	Iteration 19Q: 3 clusters Score -820206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -820209.500000 Penalty: 4423.052734
	Iteration 20F: 3 clusters Score -820209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -820207.687500 Penalty: 4423.052734
	Iteration 21Q: 3 clusters Score -820207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -820207.687500 Penalty: 4423.052734
	Iteration 22F: 3 clusters Score -820207.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Entering Unmasked Estep 
Score: -1120408.500000 Penalty: 2292.552002
	Iteration 0F: 2 clusters Score -1120408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1112581.750000 Penalty: 4585.104004
	Iteration 0F: 3 clusters Score -1112582 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1115111.125000 Penalty: 4585.104004
	Iteration 1F: 3 clusters Score -1115111 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1115639.375000 Penalty: 4585.104004
	Iteration 2F: 3 clusters Score -1115639 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1116095.250000 Penalty: 4585.104004
	Iteration 3F: 3 clusters Score -1116095 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1116502.500000 Penalty: 4585.104004
	Iteration 4F: 3 clusters Score -1116502 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1116879.125000 Penalty: 4585.104004
	Iteration 5F: 3 clusters Score -1116879 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1117249.750000 Penalty: 4585.104004
	Iteration 6F: 3 clusters Score -1117250 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1117546.750000 Penalty: 4585.104004
	Iteration 7Q: 3 clusters Score -1117547 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1117787.875000 Penalty: 4585.104004
	Iteration 8Q: 3 clusters Score -1117788 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1117966.250000 Penalty: 4585.104004
	Iteration 9Q: 3 clusters Score -1117966 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1118095.000000 Penalty: 4585.104004
	Iteration 10Q: 3 clusters Score -1118095 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1118183.875000 Penalty: 4585.104004
	Iteration 11Q: 3 clusters Score -1118184 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1118252.375000 Penalty: 4585.104004
	Iteration 12Q: 3 clusters Score -1118252 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1118309.875000 Penalty: 4585.104004
	Iteration 13Q: 3 clusters Score -1118310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1118358.875000 Penalty: 4585.104004
	Iteration 14Q: 3 clusters Score -1118359 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1118404.375000 Penalty: 4585.104004
	Iteration 15Q: 3 clusters Score -1118404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1118450.375000 Penalty: 4585.104004
	Iteration 16Q: 3 clusters Score -1118450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1118496.875000 Penalty: 4585.104004
	Iteration 17Q: 3 clusters Score -1118497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1118538.750000 Penalty: 4585.104004
	Iteration 18Q: 3 clusters Score -1118539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1118576.125000 Penalty: 4585.104004
	Iteration 19Q: 3 clusters Score -1118576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1118610.250000 Penalty: 4585.104004
	Iteration 20F: 3 clusters Score -1118610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1118647.250000 Penalty: 4585.104004
	Iteration 21Q: 3 clusters Score -1118647 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1118679.750000 Penalty: 4585.104004
	Iteration 22Q: 3 clusters Score -1118680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1118706.500000 Penalty: 4585.104004
	Iteration 23Q: 3 clusters Score -1118706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1118739.625000 Penalty: 4585.104004
	Iteration 24Q: 3 clusters Score -1118740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1118770.375000 Penalty: 4585.104004
	Iteration 25Q: 3 clusters Score -1118770 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1118808.375000 Penalty: 4585.104004
	Iteration 26Q: 3 clusters Score -1118808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1118846.125000 Penalty: 4585.104004
	Iteration 27Q: 3 clusters Score -1118846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1118872.750000 Penalty: 4585.104004
	Iteration 28Q: 3 clusters Score -1118873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1118892.875000 Penalty: 4585.104004
	Iteration 29Q: 3 clusters Score -1118893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1118914.375000 Penalty: 4585.104004
	Iteration 30Q: 3 clusters Score -1118914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1118938.375000 Penalty: 4585.104004
	Iteration 31Q: 3 clusters Score -1118938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1118948.000000 Penalty: 4585.104004
	Iteration 32Q: 3 clusters Score -1118948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1118955.750000 Penalty: 4585.104004
	Iteration 33Q: 3 clusters Score -1118956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1118966.125000 Penalty: 4585.104004
	Iteration 34Q: 3 clusters Score -1118966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1118972.125000 Penalty: 4585.104004
	Iteration 35Q: 3 clusters Score -1118972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1118979.375000 Penalty: 4585.104004
	Iteration 36Q: 3 clusters Score -1118979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1118987.750000 Penalty: 4585.104004
	Iteration 37Q: 3 clusters Score -1118988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1118995.875000 Penalty: 4585.104004
	Iteration 38Q: 3 clusters Score -1118996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1118999.375000 Penalty: 4585.104004
	Iteration 39Q: 3 clusters Score -1118999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1119010.500000 Penalty: 4585.104004
	Iteration 40F: 3 clusters Score -1119010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1119011.500000 Penalty: 4585.104004
	Iteration 41Q: 3 clusters Score -1119012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1119016.750000 Penalty: 4585.104004
	Iteration 42Q: 3 clusters Score -1119017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1119022.750000 Penalty: 4585.104004
	Iteration 43Q: 3 clusters Score -1119023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1119026.625000 Penalty: 4585.104004
	Iteration 44Q: 3 clusters Score -1119027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1119029.625000 Penalty: 4585.104004
	Iteration 45Q: 3 clusters Score -1119030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1119032.500000 Penalty: 4585.104004
	Iteration 46Q: 3 clusters Score -1119032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1119035.375000 Penalty: 4585.104004
	Iteration 47Q: 3 clusters Score -1119035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1119039.250000 Penalty: 4585.104004
	Iteration 48Q: 3 clusters Score -1119039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1119042.250000 Penalty: 4585.104004
	Iteration 49Q: 3 clusters Score -1119042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1119046.250000 Penalty: 4585.104004
	Iteration 50Q: 3 clusters Score -1119046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1119048.750000 Penalty: 4585.104004
	Iteration 51Q: 3 clusters Score -1119049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1119054.750000 Penalty: 4585.104004
	Iteration 52Q: 3 clusters Score -1119055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1119065.250000 Penalty: 4585.104004
	Iteration 53Q: 3 clusters Score -1119065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1119072.125000 Penalty: 4585.104004
	Iteration 54Q: 3 clusters Score -1119072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1119080.250000 Penalty: 4585.104004
	Iteration 55Q: 3 clusters Score -1119080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1119085.375000 Penalty: 4585.104004
	Iteration 56Q: 3 clusters Score -1119085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1119090.375000 Penalty: 4585.104004
	Iteration 57Q: 3 clusters Score -1119090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1119094.125000 Penalty: 4585.104004
	Iteration 58Q: 3 clusters Score -1119094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1119099.625000 Penalty: 4585.104004
	Iteration 59Q: 3 clusters Score -1119100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1119099.250000 Penalty: 4585.104004
	Iteration 60F: 3 clusters Score -1119099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1119101.625000 Penalty: 4585.104004
	Iteration 61Q: 3 clusters Score -1119102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1119100.125000 Penalty: 4585.104004
	Iteration 62Q: 3 clusters Score -1119100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1119101.250000 Penalty: 4585.104004
	Iteration 63Q: 3 clusters Score -1119101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1119101.750000 Penalty: 4585.104004
	Iteration 64Q: 3 clusters Score -1119102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1119102.125000 Penalty: 4585.104004
	Iteration 65Q: 3 clusters Score -1119102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1119102.750000 Penalty: 4585.104004
	Iteration 66Q: 3 clusters Score -1119103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1119102.750000 Penalty: 4585.104004
	Iteration 67F: 3 clusters Score -1119103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (128782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128782 members 
Entering Unmasked Estep 
Score: -14759289.000000 Penalty: 2917.937500
	Iteration 0F: 2 clusters Score -1.475929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 64367 members 
Entering Unmasked Estep 
Score: -14673399.000000 Penalty: 5835.875000
	Iteration 0F: 3 clusters Score -1.46734e+07 nChanged 61395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65698 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -14708476.000000 Penalty: 5835.875000
	Iteration 1F: 3 clusters Score -1.470848e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -14709121.000000 Penalty: 5835.875000
	Iteration 2Q: 3 clusters Score -1.470912e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -14709832.000000 Penalty: 5835.875000
	Iteration 3Q: 3 clusters Score -1.470983e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69383 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -14710510.000000 Penalty: 5835.875000
	Iteration 4Q: 3 clusters Score -1.471051e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -14711614.000000 Penalty: 5835.875000
	Iteration 5Q: 3 clusters Score -1.471161e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -14713038.000000 Penalty: 5835.875000
	Iteration 6Q: 3 clusters Score -1.471304e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -14715438.000000 Penalty: 5835.875000
	Iteration 7Q: 3 clusters Score -1.471544e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -14719632.000000 Penalty: 5835.875000
	Iteration 8F: 3 clusters Score -1.471963e+07 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -14726821.000000 Penalty: 5835.875000
	Iteration 9F: 3 clusters Score -1.472682e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -14736764.000000 Penalty: 5835.875000
	Iteration 10F: 3 clusters Score -1.473676e+07 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118673 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -14746589.000000 Penalty: 5835.875000
	Iteration 11F: 3 clusters Score -1.474659e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125021 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -14753125.000000 Penalty: 5835.875000
	Iteration 12Q: 3 clusters Score -1.475312e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127622 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -14755593.000000 Penalty: 5835.875000
	Iteration 13Q: 3 clusters Score -1.475559e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128359 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -14756355.000000 Penalty: 5835.875000
	Iteration 14Q: 3 clusters Score -1.475636e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128513 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14756580.000000 Penalty: 5835.875000
	Iteration 15Q: 3 clusters Score -1.475658e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128549 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -14756662.000000 Penalty: 5835.875000
	Iteration 16Q: 3 clusters Score -1.475666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128564 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14756681.000000 Penalty: 5835.875000
	Iteration 17Q: 3 clusters Score -1.475668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128578 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14756709.000000 Penalty: 5835.875000
	Iteration 18Q: 3 clusters Score -1.475671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128576 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14756713.000000 Penalty: 5835.875000
	Iteration 19Q: 3 clusters Score -1.475671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14756718.000000 Penalty: 5835.875000
	Iteration 20F: 3 clusters Score -1.475672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14756730.000000 Penalty: 5835.875000
	Iteration 21Q: 3 clusters Score -1.475673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14756730.000000 Penalty: 5835.875000
	Iteration 22F: 3 clusters Score -1.475673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (14837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Entering Unmasked Estep 
Score: -1760917.500000 Penalty: 2382.010010
	Iteration 0F: 2 clusters Score -1760918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1750116.625000 Penalty: 4764.020020
	Iteration 0F: 3 clusters Score -1750117 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1753569.500000 Penalty: 4764.020020
	Iteration 1F: 3 clusters Score -1753570 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1753941.625000 Penalty: 4764.020020
	Iteration 2F: 3 clusters Score -1753942 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1754218.750000 Penalty: 4764.020020
	Iteration 3Q: 3 clusters Score -1754219 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1754438.750000 Penalty: 4764.020020
	Iteration 4Q: 3 clusters Score -1754439 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1754625.500000 Penalty: 4764.020020
	Iteration 5Q: 3 clusters Score -1754626 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1754844.500000 Penalty: 4764.020020
	Iteration 6Q: 3 clusters Score -1754844 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1755080.125000 Penalty: 4764.020020
	Iteration 7Q: 3 clusters Score -1755080 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1755341.125000 Penalty: 4764.020020
	Iteration 8Q: 3 clusters Score -1755341 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1755652.250000 Penalty: 4764.020020
	Iteration 9Q: 3 clusters Score -1755652 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1756021.875000 Penalty: 4764.020020
	Iteration 10Q: 3 clusters Score -1756022 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1756407.625000 Penalty: 4764.020020
	Iteration 11Q: 3 clusters Score -1756408 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1756764.625000 Penalty: 4764.020020
	Iteration 12Q: 3 clusters Score -1756765 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1757053.750000 Penalty: 4764.020020
	Iteration 13Q: 3 clusters Score -1757054 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1757287.250000 Penalty: 4764.020020
	Iteration 14Q: 3 clusters Score -1757287 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1757439.000000 Penalty: 4764.020020
	Iteration 15Q: 3 clusters Score -1757439 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1757567.625000 Penalty: 4764.020020
	Iteration 16Q: 3 clusters Score -1757568 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1757690.375000 Penalty: 4764.020020
	Iteration 17Q: 3 clusters Score -1757690 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1757806.625000 Penalty: 4764.020020
	Iteration 18Q: 3 clusters Score -1757807 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1757904.000000 Penalty: 4764.020020
	Iteration 19Q: 3 clusters Score -1757904 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1757987.750000 Penalty: 4764.020020
	Iteration 20F: 3 clusters Score -1757988 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1758061.000000 Penalty: 4764.020020
	Iteration 21Q: 3 clusters Score -1758061 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1758122.250000 Penalty: 4764.020020
	Iteration 22Q: 3 clusters Score -1758122 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1758185.750000 Penalty: 4764.020020
	Iteration 23Q: 3 clusters Score -1758186 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1758239.875000 Penalty: 4764.020020
	Iteration 24Q: 3 clusters Score -1758240 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1758286.000000 Penalty: 4764.020020
	Iteration 25Q: 3 clusters Score -1758286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1758334.875000 Penalty: 4764.020020
	Iteration 26Q: 3 clusters Score -1758335 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1758378.500000 Penalty: 4764.020020
	Iteration 27Q: 3 clusters Score -1758378 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1758422.750000 Penalty: 4764.020020
	Iteration 28Q: 3 clusters Score -1758423 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1758460.750000 Penalty: 4764.020020
	Iteration 29Q: 3 clusters Score -1758461 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1758500.125000 Penalty: 4764.020020
	Iteration 30Q: 3 clusters Score -1758500 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1758547.125000 Penalty: 4764.020020
	Iteration 31Q: 3 clusters Score -1758547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1758588.250000 Penalty: 4764.020020
	Iteration 32Q: 3 clusters Score -1758588 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1758629.625000 Penalty: 4764.020020
	Iteration 33Q: 3 clusters Score -1758630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1758667.375000 Penalty: 4764.020020
	Iteration 34Q: 3 clusters Score -1758667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1758701.875000 Penalty: 4764.020020
	Iteration 35Q: 3 clusters Score -1758702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1758740.375000 Penalty: 4764.020020
	Iteration 36Q: 3 clusters Score -1758740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1758775.375000 Penalty: 4764.020020
	Iteration 37Q: 3 clusters Score -1758775 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1758799.500000 Penalty: 4764.020020
	Iteration 38Q: 3 clusters Score -1758800 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1758824.375000 Penalty: 4764.020020
	Iteration 39Q: 3 clusters Score -1758824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1758841.125000 Penalty: 4764.020020
	Iteration 40F: 3 clusters Score -1758841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1758854.625000 Penalty: 4764.020020
	Iteration 41Q: 3 clusters Score -1758855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1758869.875000 Penalty: 4764.020020
	Iteration 42Q: 3 clusters Score -1758870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1758879.625000 Penalty: 4764.020020
	Iteration 43Q: 3 clusters Score -1758880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1758894.125000 Penalty: 4764.020020
	Iteration 44Q: 3 clusters Score -1758894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1758906.750000 Penalty: 4764.020020
	Iteration 45Q: 3 clusters Score -1758907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1758915.750000 Penalty: 4764.020020
	Iteration 46Q: 3 clusters Score -1758916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1758921.250000 Penalty: 4764.020020
	Iteration 47Q: 3 clusters Score -1758921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1758926.125000 Penalty: 4764.020020
	Iteration 48Q: 3 clusters Score -1758926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1758930.375000 Penalty: 4764.020020
	Iteration 49Q: 3 clusters Score -1758930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1758936.750000 Penalty: 4764.020020
	Iteration 50Q: 3 clusters Score -1758937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1758938.750000 Penalty: 4764.020020
	Iteration 51Q: 3 clusters Score -1758939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1758944.125000 Penalty: 4764.020020
	Iteration 52Q: 3 clusters Score -1758944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1758950.500000 Penalty: 4764.020020
	Iteration 53Q: 3 clusters Score -1758950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1758953.750000 Penalty: 4764.020020
	Iteration 54Q: 3 clusters Score -1758954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1758954.625000 Penalty: 4764.020020
	Iteration 55Q: 3 clusters Score -1758955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1758961.125000 Penalty: 4764.020020
	Iteration 56Q: 3 clusters Score -1758961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1758965.875000 Penalty: 4764.020020
	Iteration 57Q: 3 clusters Score -1758966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1758971.750000 Penalty: 4764.020020
	Iteration 58Q: 3 clusters Score -1758972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1758974.250000 Penalty: 4764.020020
	Iteration 59Q: 3 clusters Score -1758974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1758979.375000 Penalty: 4764.020020
	Iteration 60F: 3 clusters Score -1758979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1758981.750000 Penalty: 4764.020020
	Iteration 61Q: 3 clusters Score -1758982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1758983.000000 Penalty: 4764.020020
	Iteration 62Q: 3 clusters Score -1758983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1758986.875000 Penalty: 4764.020020
	Iteration 63Q: 3 clusters Score -1758987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1758990.250000 Penalty: 4764.020020
	Iteration 64Q: 3 clusters Score -1758990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1758991.875000 Penalty: 4764.020020
	Iteration 65Q: 3 clusters Score -1758992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1758991.125000 Penalty: 4764.020020
	Iteration 66Q: 3 clusters Score -1758991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1758993.000000 Penalty: 4764.020020
	Iteration 67Q: 3 clusters Score -1758993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1758993.250000 Penalty: 4764.020020
	Iteration 68Q: 3 clusters Score -1758993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1758993.250000 Penalty: 4764.020020
	Iteration 69F: 3 clusters Score -1758993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Entering Unmasked Estep 
Score: -1008904.937500 Penalty: 2262.702637
	Iteration 0F: 2 clusters Score -1008905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1001794.687500 Penalty: 4525.405273
	Iteration 0F: 3 clusters Score -1001795 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1003979.500000 Penalty: 4525.405273
	Iteration 1F: 3 clusters Score -1003980 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1004504.625000 Penalty: 4525.405273
	Iteration 2F: 3 clusters Score -1004505 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1004997.312500 Penalty: 4525.405273
	Iteration 3F: 3 clusters Score -1004997 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1005542.187500 Penalty: 4525.405273
	Iteration 4F: 3 clusters Score -1005542 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1006161.812500 Penalty: 4525.405273
	Iteration 5F: 3 clusters Score -1006162 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1006673.937500 Penalty: 4525.405273
	Iteration 6F: 3 clusters Score -1006674 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1007074.875000 Penalty: 4525.405273
	Iteration 7F: 3 clusters Score -1007075 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1007367.500000 Penalty: 4525.405273
	Iteration 8Q: 3 clusters Score -1007368 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1007549.687500 Penalty: 4525.405273
	Iteration 9Q: 3 clusters Score -1007550 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1007709.375000 Penalty: 4525.405273
	Iteration 10Q: 3 clusters Score -1007709 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1007820.375000 Penalty: 4525.405273
	Iteration 11Q: 3 clusters Score -1007820 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1007895.437500 Penalty: 4525.405273
	Iteration 12Q: 3 clusters Score -1007895 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1007944.687500 Penalty: 4525.405273
	Iteration 13Q: 3 clusters Score -1007945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1007976.187500 Penalty: 4525.405273
	Iteration 14Q: 3 clusters Score -1007976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1007994.187500 Penalty: 4525.405273
	Iteration 15Q: 3 clusters Score -1007994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1008012.562500 Penalty: 4525.405273
	Iteration 16Q: 3 clusters Score -1008013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1008029.312500 Penalty: 4525.405273
	Iteration 17Q: 3 clusters Score -1008029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1008044.937500 Penalty: 4525.405273
	Iteration 18Q: 3 clusters Score -1008045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1008059.812500 Penalty: 4525.405273
	Iteration 19Q: 3 clusters Score -1008060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1008080.000000 Penalty: 4525.405273
	Iteration 20F: 3 clusters Score -1008080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1008090.625000 Penalty: 4525.405273
	Iteration 21Q: 3 clusters Score -1008091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1008103.687500 Penalty: 4525.405273
	Iteration 22Q: 3 clusters Score -1008104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1008111.312500 Penalty: 4525.405273
	Iteration 23Q: 3 clusters Score -1008111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1008117.187500 Penalty: 4525.405273
	Iteration 24Q: 3 clusters Score -1008117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1008123.562500 Penalty: 4525.405273
	Iteration 25Q: 3 clusters Score -1008124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1008126.062500 Penalty: 4525.405273
	Iteration 26Q: 3 clusters Score -1008126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1008131.062500 Penalty: 4525.405273
	Iteration 27Q: 3 clusters Score -1008131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1008132.062500 Penalty: 4525.405273
	Iteration 28Q: 3 clusters Score -1008132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1008134.875000 Penalty: 4525.405273
	Iteration 29Q: 3 clusters Score -1008135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1008138.687500 Penalty: 4525.405273
	Iteration 30Q: 3 clusters Score -1008139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1008140.312500 Penalty: 4525.405273
	Iteration 31Q: 3 clusters Score -1008140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1008141.687500 Penalty: 4525.405273
	Iteration 32Q: 3 clusters Score -1008142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1008140.437500 Penalty: 4525.405273
	Iteration 33Q: 3 clusters Score -1008140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1008142.687500 Penalty: 4525.405273
	Iteration 34Q: 3 clusters Score -1008143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1008144.375000 Penalty: 4525.405273
	Iteration 35Q: 3 clusters Score -1008144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1008146.187500 Penalty: 4525.405273
	Iteration 36Q: 3 clusters Score -1008146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1008146.375000 Penalty: 4525.405273
	Iteration 37Q: 3 clusters Score -1008146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1008145.937500 Penalty: 4525.405273
	Iteration 38Q: 3 clusters Score -1008146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1008149.250000 Penalty: 4525.405273
	Iteration 39Q: 3 clusters Score -1008149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1008151.937500 Penalty: 4525.405273
	Iteration 40F: 3 clusters Score -1008152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1008151.812500 Penalty: 4525.405273
	Iteration 41Q: 3 clusters Score -1008152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1008150.875000 Penalty: 4525.405273
	Iteration 42Q: 3 clusters Score -1008151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1008149.187500 Penalty: 4525.405273
	Iteration 43Q: 3 clusters Score -1008149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1008151.250000 Penalty: 4525.405273
	Iteration 44Q: 3 clusters Score -1008151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1008150.937500 Penalty: 4525.405273
	Iteration 45Q: 3 clusters Score -1008151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1008151.125000 Penalty: 4525.405273
	Iteration 46Q: 3 clusters Score -1008151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1008152.750000 Penalty: 4525.405273
	Iteration 47Q: 3 clusters Score -1008153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1008154.500000 Penalty: 4525.405273
	Iteration 48Q: 3 clusters Score -1008154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1008155.500000 Penalty: 4525.405273
	Iteration 49Q: 3 clusters Score -1008156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1008157.937500 Penalty: 4525.405273
	Iteration 50Q: 3 clusters Score -1008158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1008159.562500 Penalty: 4525.405273
	Iteration 51Q: 3 clusters Score -1008160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1008162.250000 Penalty: 4525.405273
	Iteration 52Q: 3 clusters Score -1008162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1008162.437500 Penalty: 4525.405273
	Iteration 53Q: 3 clusters Score -1008162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1008162.687500 Penalty: 4525.405273
	Iteration 54Q: 3 clusters Score -1008163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1008163.250000 Penalty: 4525.405273
	Iteration 55Q: 3 clusters Score -1008163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1008162.375000 Penalty: 4525.405273
	Iteration 56Q: 3 clusters Score -1008162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1008162.375000 Penalty: 4525.405273
	Iteration 57F: 3 clusters Score -1008162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Entering Unmasked Estep 
Score: -1573654.750000 Penalty: 2377.863770
	Iteration 0F: 2 clusters Score -1573655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1563080.125000 Penalty: 4755.727539
	Iteration 0F: 3 clusters Score -1563080 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1566468.500000 Penalty: 4755.727539
	Iteration 1F: 3 clusters Score -1566468 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1566853.875000 Penalty: 4755.727539
	Iteration 2F: 3 clusters Score -1566854 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1567156.500000 Penalty: 4755.727539
	Iteration 3F: 3 clusters Score -1567156 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1567411.375000 Penalty: 4755.727539
	Iteration 4Q: 3 clusters Score -1567411 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1567644.625000 Penalty: 4755.727539
	Iteration 5Q: 3 clusters Score -1567645 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1567870.875000 Penalty: 4755.727539
	Iteration 6Q: 3 clusters Score -1567871 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1568074.625000 Penalty: 4755.727539
	Iteration 7Q: 3 clusters Score -1568075 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1568269.625000 Penalty: 4755.727539
	Iteration 8Q: 3 clusters Score -1568270 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1568463.750000 Penalty: 4755.727539
	Iteration 9Q: 3 clusters Score -1568464 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1568677.625000 Penalty: 4755.727539
	Iteration 10Q: 3 clusters Score -1568678 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1568909.625000 Penalty: 4755.727539
	Iteration 11Q: 3 clusters Score -1568910 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1569132.250000 Penalty: 4755.727539
	Iteration 12Q: 3 clusters Score -1569132 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1569364.375000 Penalty: 4755.727539
	Iteration 13Q: 3 clusters Score -1569364 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1569614.000000 Penalty: 4755.727539
	Iteration 14Q: 3 clusters Score -1569614 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1569848.875000 Penalty: 4755.727539
	Iteration 15Q: 3 clusters Score -1569849 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1570071.000000 Penalty: 4755.727539
	Iteration 16Q: 3 clusters Score -1570071 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1570278.125000 Penalty: 4755.727539
	Iteration 17Q: 3 clusters Score -1570278 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1570476.875000 Penalty: 4755.727539
	Iteration 18Q: 3 clusters Score -1570477 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1570671.375000 Penalty: 4755.727539
	Iteration 19Q: 3 clusters Score -1570671 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1570817.250000 Penalty: 4755.727539
	Iteration 20F: 3 clusters Score -1570817 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1570935.875000 Penalty: 4755.727539
	Iteration 21Q: 3 clusters Score -1570936 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1571054.250000 Penalty: 4755.727539
	Iteration 22Q: 3 clusters Score -1571054 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1571166.250000 Penalty: 4755.727539
	Iteration 23Q: 3 clusters Score -1571166 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1571276.375000 Penalty: 4755.727539
	Iteration 24Q: 3 clusters Score -1571276 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1571365.000000 Penalty: 4755.727539
	Iteration 25Q: 3 clusters Score -1571365 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1571435.375000 Penalty: 4755.727539
	Iteration 26Q: 3 clusters Score -1571435 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1571492.000000 Penalty: 4755.727539
	Iteration 27Q: 3 clusters Score -1571492 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1571520.375000 Penalty: 4755.727539
	Iteration 28Q: 3 clusters Score -1571520 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1571551.500000 Penalty: 4755.727539
	Iteration 29Q: 3 clusters Score -1571552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1571570.250000 Penalty: 4755.727539
	Iteration 30Q: 3 clusters Score -1571570 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1571580.000000 Penalty: 4755.727539
	Iteration 31Q: 3 clusters Score -1571580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1571594.500000 Penalty: 4755.727539
	Iteration 32Q: 3 clusters Score -1571594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1571603.750000 Penalty: 4755.727539
	Iteration 33Q: 3 clusters Score -1571604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1571614.125000 Penalty: 4755.727539
	Iteration 34Q: 3 clusters Score -1571614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1571627.750000 Penalty: 4755.727539
	Iteration 35Q: 3 clusters Score -1571628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1571637.000000 Penalty: 4755.727539
	Iteration 36Q: 3 clusters Score -1571637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1571646.625000 Penalty: 4755.727539
	Iteration 37Q: 3 clusters Score -1571647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1571655.375000 Penalty: 4755.727539
	Iteration 38Q: 3 clusters Score -1571655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1571667.750000 Penalty: 4755.727539
	Iteration 39Q: 3 clusters Score -1571668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1571673.125000 Penalty: 4755.727539
	Iteration 40F: 3 clusters Score -1571673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1571678.000000 Penalty: 4755.727539
	Iteration 41Q: 3 clusters Score -1571678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1571687.750000 Penalty: 4755.727539
	Iteration 42Q: 3 clusters Score -1571688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1571689.875000 Penalty: 4755.727539
	Iteration 43Q: 3 clusters Score -1571690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1571698.625000 Penalty: 4755.727539
	Iteration 44Q: 3 clusters Score -1571699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1571707.625000 Penalty: 4755.727539
	Iteration 45Q: 3 clusters Score -1571708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1571711.375000 Penalty: 4755.727539
	Iteration 46Q: 3 clusters Score -1571711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1571724.625000 Penalty: 4755.727539
	Iteration 47Q: 3 clusters Score -1571725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1571730.375000 Penalty: 4755.727539
	Iteration 48Q: 3 clusters Score -1571730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1571737.750000 Penalty: 4755.727539
	Iteration 49Q: 3 clusters Score -1571738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1571746.375000 Penalty: 4755.727539
	Iteration 50Q: 3 clusters Score -1571746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1571759.750000 Penalty: 4755.727539
	Iteration 51Q: 3 clusters Score -1571760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1571767.125000 Penalty: 4755.727539
	Iteration 52Q: 3 clusters Score -1571767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1571776.500000 Penalty: 4755.727539
	Iteration 53Q: 3 clusters Score -1571776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1571782.750000 Penalty: 4755.727539
	Iteration 54Q: 3 clusters Score -1571783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1571789.750000 Penalty: 4755.727539
	Iteration 55Q: 3 clusters Score -1571790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1571797.500000 Penalty: 4755.727539
	Iteration 56Q: 3 clusters Score -1571798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1571804.750000 Penalty: 4755.727539
	Iteration 57Q: 3 clusters Score -1571805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1571810.125000 Penalty: 4755.727539
	Iteration 58Q: 3 clusters Score -1571810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1571818.750000 Penalty: 4755.727539
	Iteration 59Q: 3 clusters Score -1571819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1571820.125000 Penalty: 4755.727539
	Iteration 60F: 3 clusters Score -1571820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1571830.375000 Penalty: 4755.727539
	Iteration 61Q: 3 clusters Score -1571830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1571833.250000 Penalty: 4755.727539
	Iteration 62Q: 3 clusters Score -1571833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1571838.000000 Penalty: 4755.727539
	Iteration 63Q: 3 clusters Score -1571838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1571842.500000 Penalty: 4755.727539
	Iteration 64Q: 3 clusters Score -1571842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1571845.625000 Penalty: 4755.727539
	Iteration 65Q: 3 clusters Score -1571846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1571850.750000 Penalty: 4755.727539
	Iteration 66Q: 3 clusters Score -1571851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1571845.250000 Penalty: 4755.727539
	Iteration 67Q: 3 clusters Score -1571845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1571849.875000 Penalty: 4755.727539
	Iteration 68Q: 3 clusters Score -1571850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1571852.625000 Penalty: 4755.727539
	Iteration 69Q: 3 clusters Score -1571853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1571852.500000 Penalty: 4755.727539
	Iteration 70Q: 3 clusters Score -1571852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1571855.000000 Penalty: 4755.727539
	Iteration 71Q: 3 clusters Score -1571855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1571855.000000 Penalty: 4755.727539
	Iteration 72Q: 3 clusters Score -1571855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1571854.625000 Penalty: 4755.727539
	Iteration 73Q: 3 clusters Score -1571855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1571854.750000 Penalty: 4755.727539
	Iteration 74Q: 3 clusters Score -1571855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1571853.750000 Penalty: 4755.727539
	Iteration 75Q: 3 clusters Score -1571854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1571852.125000 Penalty: 4755.727539
	Iteration 76Q: 3 clusters Score -1571852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1571856.125000 Penalty: 4755.727539
	Iteration 77Q: 3 clusters Score -1571856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1571852.750000 Penalty: 4755.727539
	Iteration 78Q: 3 clusters Score -1571853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1571852.125000 Penalty: 4755.727539
	Iteration 79Q: 3 clusters Score -1571852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1571853.750000 Penalty: 4755.727539
	Iteration 80F: 3 clusters Score -1571854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1571852.625000 Penalty: 4755.727539
	Iteration 81Q: 3 clusters Score -1571853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1571853.500000 Penalty: 4755.727539
	Iteration 82Q: 3 clusters Score -1571854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1571858.750000 Penalty: 4755.727539
	Iteration 83Q: 3 clusters Score -1571859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1571861.750000 Penalty: 4755.727539
	Iteration 84Q: 3 clusters Score -1571862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1571862.625000 Penalty: 4755.727539
	Iteration 85Q: 3 clusters Score -1571863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1571862.625000 Penalty: 4755.727539
	Iteration 86Q: 3 clusters Score -1571863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1571864.625000 Penalty: 4755.727539
	Iteration 87Q: 3 clusters Score -1571865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1571866.250000 Penalty: 4755.727539
	Iteration 88Q: 3 clusters Score -1571866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1571870.875000 Penalty: 4755.727539
	Iteration 89Q: 3 clusters Score -1571871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1571869.000000 Penalty: 4755.727539
	Iteration 90Q: 3 clusters Score -1571869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1571869.750000 Penalty: 4755.727539
	Iteration 91Q: 3 clusters Score -1571870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1571871.500000 Penalty: 4755.727539
	Iteration 92Q: 3 clusters Score -1571872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1571870.125000 Penalty: 4755.727539
	Iteration 93Q: 3 clusters Score -1571870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1571874.125000 Penalty: 4755.727539
	Iteration 94Q: 3 clusters Score -1571874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1571876.625000 Penalty: 4755.727539
	Iteration 95Q: 3 clusters Score -1571877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1571873.875000 Penalty: 4755.727539
	Iteration 96Q: 3 clusters Score -1571874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1571877.500000 Penalty: 4755.727539
	Iteration 97Q: 3 clusters Score -1571878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1571877.375000 Penalty: 4755.727539
	Iteration 98Q: 3 clusters Score -1571877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1571878.500000 Penalty: 4755.727539
	Iteration 99Q: 3 clusters Score -1571878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1571878.125000 Penalty: 4755.727539
	Iteration 100F: 3 clusters Score -1571878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1571878.500000 Penalty: 4755.727539
	Iteration 101Q: 3 clusters Score -1571878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1571878.500000 Penalty: 4755.727539
	Iteration 102F: 3 clusters Score -1571878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (178435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178435 members 
Entering Unmasked Estep 
Score: -21100234.000000 Penalty: 2998.811035
	Iteration 0F: 2 clusters Score -2.110023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -20985358.000000 Penalty: 5997.622070
	Iteration 0F: 3 clusters Score -2.098536e+07 nChanged 85599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -21035204.000000 Penalty: 5997.622070
	Iteration 1F: 3 clusters Score -2.10352e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 90702 members 
Entering Unmasked Estep 
Score: -21036562.000000 Penalty: 5997.622070
	Iteration 2Q: 3 clusters Score -2.103656e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 91767 members 
Entering Unmasked Estep 
Score: -21037982.000000 Penalty: 5997.622070
	Iteration 3Q: 3 clusters Score -2.103798e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -21039958.000000 Penalty: 5997.622070
	Iteration 4Q: 3 clusters Score -2.103996e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -21043134.000000 Penalty: 5997.622070
	Iteration 5Q: 3 clusters Score -2.104313e+07 nChanged 9720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -21048226.000000 Penalty: 5997.622070
	Iteration 6F: 3 clusters Score -2.104823e+07 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70355 members 
Mstep: Class 2 contains 108080 members 
Entering Unmasked Estep 
Score: -21056808.000000 Penalty: 5997.622070
	Iteration 7F: 3 clusters Score -2.105681e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62993 members 
Mstep: Class 2 contains 115442 members 
Entering Unmasked Estep 
Score: -21069570.000000 Penalty: 5997.622070
	Iteration 8F: 3 clusters Score -2.106957e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 121142 members 
Entering Unmasked Estep 
Score: -21082654.000000 Penalty: 5997.622070
	Iteration 9F: 3 clusters Score -2.108265e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -21090162.000000 Penalty: 5997.622070
	Iteration 10F: 3 clusters Score -2.109016e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -21092998.000000 Penalty: 5997.622070
	Iteration 11Q: 3 clusters Score -2.1093e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -21094150.000000 Penalty: 5997.622070
	Iteration 12Q: 3 clusters Score -2.109415e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -21094824.000000 Penalty: 5997.622070
	Iteration 13Q: 3 clusters Score -2.109482e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 128563 members 
Entering Unmasked Estep 
Score: -21095388.000000 Penalty: 5997.622070
	Iteration 14Q: 3 clusters Score -2.109539e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -21095836.000000 Penalty: 5997.622070
	Iteration 15Q: 3 clusters Score -2.109584e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 130044 members 
Entering Unmasked Estep 
Score: -21096238.000000 Penalty: 5997.622070
	Iteration 16Q: 3 clusters Score -2.109624e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 130732 members 
Entering Unmasked Estep 
Score: -21096288.000000 Penalty: 5997.622070
	Iteration 17Q: 3 clusters Score -2.109629e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 131382 members 
Entering Unmasked Estep 
Score: -21096420.000000 Penalty: 5997.622070
	Iteration 18Q: 3 clusters Score -2.109642e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -21096566.000000 Penalty: 5997.622070
	Iteration 19Q: 3 clusters Score -2.109657e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 132641 members 
Entering Unmasked Estep 
Score: -21096748.000000 Penalty: 5997.622070
	Iteration 20F: 3 clusters Score -2.109675e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 133263 members 
Entering Unmasked Estep 
Score: -21096778.000000 Penalty: 5997.622070
	Iteration 21Q: 3 clusters Score -2.109678e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 133883 members 
Entering Unmasked Estep 
Score: -21096860.000000 Penalty: 5997.622070
	Iteration 22Q: 3 clusters Score -2.109686e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -21096878.000000 Penalty: 5997.622070
	Iteration 23Q: 3 clusters Score -2.109688e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 135112 members 
Entering Unmasked Estep 
Score: -21097018.000000 Penalty: 5997.622070
	Iteration 24Q: 3 clusters Score -2.109702e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 135742 members 
Entering Unmasked Estep 
Score: -21097062.000000 Penalty: 5997.622070
	Iteration 25Q: 3 clusters Score -2.109706e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 136329 members 
Entering Unmasked Estep 
Score: -21097130.000000 Penalty: 5997.622070
	Iteration 26Q: 3 clusters Score -2.109713e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 136908 members 
Entering Unmasked Estep 
Score: -21097136.000000 Penalty: 5997.622070
	Iteration 27Q: 3 clusters Score -2.109714e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 137475 members 
Entering Unmasked Estep 
Score: -21097128.000000 Penalty: 5997.622070
	Iteration 28Q: 3 clusters Score -2.109713e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 138065 members 
Entering Unmasked Estep 
Score: -21097196.000000 Penalty: 5997.622070
	Iteration 29Q: 3 clusters Score -2.10972e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 138658 members 
Entering Unmasked Estep 
Score: -21097194.000000 Penalty: 5997.622070
	Iteration 30Q: 3 clusters Score -2.109719e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 139273 members 
Entering Unmasked Estep 
Score: -21097266.000000 Penalty: 5997.622070
	Iteration 31Q: 3 clusters Score -2.109727e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 139923 members 
Entering Unmasked Estep 
Score: -21097454.000000 Penalty: 5997.622070
	Iteration 32Q: 3 clusters Score -2.109745e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 140572 members 
Entering Unmasked Estep 
Score: -21097562.000000 Penalty: 5997.622070
	Iteration 33Q: 3 clusters Score -2.109756e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -21097570.000000 Penalty: 5997.622070
	Iteration 34Q: 3 clusters Score -2.109757e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -21097588.000000 Penalty: 5997.622070
	Iteration 35Q: 3 clusters Score -2.109759e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 142531 members 
Entering Unmasked Estep 
Score: -21097698.000000 Penalty: 5997.622070
	Iteration 36Q: 3 clusters Score -2.10977e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 143188 members 
Entering Unmasked Estep 
Score: -21097770.000000 Penalty: 5997.622070
	Iteration 37Q: 3 clusters Score -2.109777e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -21097848.000000 Penalty: 5997.622070
	Iteration 38Q: 3 clusters Score -2.109785e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -21097854.000000 Penalty: 5997.622070
	Iteration 39Q: 3 clusters Score -2.109785e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 145188 members 
Entering Unmasked Estep 
Score: -21097936.000000 Penalty: 5997.622070
	Iteration 40F: 3 clusters Score -2.109794e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 145876 members 
Entering Unmasked Estep 
Score: -21098098.000000 Penalty: 5997.622070
	Iteration 41Q: 3 clusters Score -2.10981e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -21098148.000000 Penalty: 5997.622070
	Iteration 42Q: 3 clusters Score -2.109815e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 147236 members 
Entering Unmasked Estep 
Score: -21098238.000000 Penalty: 5997.622070
	Iteration 43Q: 3 clusters Score -2.109824e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 147936 members 
Entering Unmasked Estep 
Score: -21098286.000000 Penalty: 5997.622070
	Iteration 44Q: 3 clusters Score -2.109829e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 148617 members 
Entering Unmasked Estep 
Score: -21098324.000000 Penalty: 5997.622070
	Iteration 45Q: 3 clusters Score -2.109832e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 149243 members 
Entering Unmasked Estep 
Score: -21098454.000000 Penalty: 5997.622070
	Iteration 46Q: 3 clusters Score -2.109845e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 149858 members 
Entering Unmasked Estep 
Score: -21098458.000000 Penalty: 5997.622070
	Iteration 47Q: 3 clusters Score -2.109846e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 150491 members 
Entering Unmasked Estep 
Score: -21098520.000000 Penalty: 5997.622070
	Iteration 48Q: 3 clusters Score -2.109852e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -21098562.000000 Penalty: 5997.622070
	Iteration 49Q: 3 clusters Score -2.109856e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 151679 members 
Entering Unmasked Estep 
Score: -21098616.000000 Penalty: 5997.622070
	Iteration 50Q: 3 clusters Score -2.109862e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 152256 members 
Entering Unmasked Estep 
Score: -21098752.000000 Penalty: 5997.622070
	Iteration 51Q: 3 clusters Score -2.109875e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 152852 members 
Entering Unmasked Estep 
Score: -21098864.000000 Penalty: 5997.622070
	Iteration 52Q: 3 clusters Score -2.109886e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 153440 members 
Entering Unmasked Estep 
Score: -21098892.000000 Penalty: 5997.622070
	Iteration 53Q: 3 clusters Score -2.109889e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 154010 members 
Entering Unmasked Estep 
Score: -21098986.000000 Penalty: 5997.622070
	Iteration 54Q: 3 clusters Score -2.109899e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -21099010.000000 Penalty: 5997.622070
	Iteration 55Q: 3 clusters Score -2.109901e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 155060 members 
Entering Unmasked Estep 
Score: -21098972.000000 Penalty: 5997.622070
	Iteration 56Q: 3 clusters Score -2.109897e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 155535 members 
Entering Unmasked Estep 
Score: -21098994.000000 Penalty: 5997.622070
	Iteration 57Q: 3 clusters Score -2.109899e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 155989 members 
Entering Unmasked Estep 
Score: -21099006.000000 Penalty: 5997.622070
	Iteration 58Q: 3 clusters Score -2.109901e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 156458 members 
Entering Unmasked Estep 
Score: -21099058.000000 Penalty: 5997.622070
	Iteration 59Q: 3 clusters Score -2.109906e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -21099040.000000 Penalty: 5997.622070
	Iteration 60F: 3 clusters Score -2.109904e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -21099020.000000 Penalty: 5997.622070
	Iteration 61Q: 3 clusters Score -2.109902e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 157774 members 
Entering Unmasked Estep 
Score: -21099048.000000 Penalty: 5997.622070
	Iteration 62Q: 3 clusters Score -2.109905e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -21099056.000000 Penalty: 5997.622070
	Iteration 63Q: 3 clusters Score -2.109906e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 158631 members 
Entering Unmasked Estep 
Score: -21099080.000000 Penalty: 5997.622070
	Iteration 64Q: 3 clusters Score -2.109908e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -21099044.000000 Penalty: 5997.622070
	Iteration 65Q: 3 clusters Score -2.109904e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -21099072.000000 Penalty: 5997.622070
	Iteration 66Q: 3 clusters Score -2.109907e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -21099150.000000 Penalty: 5997.622070
	Iteration 67Q: 3 clusters Score -2.109915e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 160194 members 
Entering Unmasked Estep 
Score: -21099138.000000 Penalty: 5997.622070
	Iteration 68Q: 3 clusters Score -2.109914e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 160593 members 
Entering Unmasked Estep 
Score: -21099106.000000 Penalty: 5997.622070
	Iteration 69Q: 3 clusters Score -2.109911e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 160974 members 
Entering Unmasked Estep 
Score: -21099140.000000 Penalty: 5997.622070
	Iteration 70Q: 3 clusters Score -2.109914e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 161310 members 
Entering Unmasked Estep 
Score: -21099146.000000 Penalty: 5997.622070
	Iteration 71Q: 3 clusters Score -2.109915e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 161646 members 
Entering Unmasked Estep 
Score: -21099160.000000 Penalty: 5997.622070
	Iteration 72Q: 3 clusters Score -2.109916e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -21099184.000000 Penalty: 5997.622070
	Iteration 73Q: 3 clusters Score -2.109918e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 162316 members 
Entering Unmasked Estep 
Score: -21099170.000000 Penalty: 5997.622070
	Iteration 74Q: 3 clusters Score -2.109917e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 162625 members 
Entering Unmasked Estep 
Score: -21099252.000000 Penalty: 5997.622070
	Iteration 75Q: 3 clusters Score -2.109925e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 162932 members 
Entering Unmasked Estep 
Score: -21099204.000000 Penalty: 5997.622070
	Iteration 76Q: 3 clusters Score -2.10992e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -21099208.000000 Penalty: 5997.622070
	Iteration 77Q: 3 clusters Score -2.109921e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -21099254.000000 Penalty: 5997.622070
	Iteration 78Q: 3 clusters Score -2.109925e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 163828 members 
Entering Unmasked Estep 
Score: -21099230.000000 Penalty: 5997.622070
	Iteration 79Q: 3 clusters Score -2.109923e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -21099254.000000 Penalty: 5997.622070
	Iteration 80F: 3 clusters Score -2.109925e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -21099214.000000 Penalty: 5997.622070
	Iteration 81Q: 3 clusters Score -2.109921e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -21099190.000000 Penalty: 5997.622070
	Iteration 82Q: 3 clusters Score -2.109919e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -21099170.000000 Penalty: 5997.622070
	Iteration 83Q: 3 clusters Score -2.109917e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -21099160.000000 Penalty: 5997.622070
	Iteration 84Q: 3 clusters Score -2.109916e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -21099158.000000 Penalty: 5997.622070
	Iteration 85Q: 3 clusters Score -2.109916e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 165716 members 
Entering Unmasked Estep 
Score: -21099174.000000 Penalty: 5997.622070
	Iteration 86Q: 3 clusters Score -2.109917e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 165930 members 
Entering Unmasked Estep 
Score: -21099148.000000 Penalty: 5997.622070
	Iteration 87Q: 3 clusters Score -2.109915e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 166123 members 
Entering Unmasked Estep 
Score: -21099160.000000 Penalty: 5997.622070
	Iteration 88Q: 3 clusters Score -2.109916e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 166300 members 
Entering Unmasked Estep 
Score: -21099152.000000 Penalty: 5997.622070
	Iteration 89Q: 3 clusters Score -2.109915e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 166466 members 
Entering Unmasked Estep 
Score: -21099180.000000 Penalty: 5997.622070
	Iteration 90Q: 3 clusters Score -2.109918e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -21099188.000000 Penalty: 5997.622070
	Iteration 91Q: 3 clusters Score -2.109919e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -21099186.000000 Penalty: 5997.622070
	Iteration 92Q: 3 clusters Score -2.109919e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 166896 members 
Entering Unmasked Estep 
Score: -21099162.000000 Penalty: 5997.622070
	Iteration 93Q: 3 clusters Score -2.109916e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -21099144.000000 Penalty: 5997.622070
	Iteration 94Q: 3 clusters Score -2.109914e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 167193 members 
Entering Unmasked Estep 
Score: -21099168.000000 Penalty: 5997.622070
	Iteration 95Q: 3 clusters Score -2.109917e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 167348 members 
Entering Unmasked Estep 
Score: -21099190.000000 Penalty: 5997.622070
	Iteration 96Q: 3 clusters Score -2.109919e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 167502 members 
Entering Unmasked Estep 
Score: -21099132.000000 Penalty: 5997.622070
	Iteration 97Q: 3 clusters Score -2.109913e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 167647 members 
Entering Unmasked Estep 
Score: -21099098.000000 Penalty: 5997.622070
	Iteration 98Q: 3 clusters Score -2.10991e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 167791 members 
Entering Unmasked Estep 
Score: -21099058.000000 Penalty: 5997.622070
	Iteration 99Q: 3 clusters Score -2.109906e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 167921 members 
Entering Unmasked Estep 
Score: -21099048.000000 Penalty: 5997.622070
	Iteration 100F: 3 clusters Score -2.109905e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 168051 members 
Entering Unmasked Estep 
Score: -21099038.000000 Penalty: 5997.622070
	Iteration 101Q: 3 clusters Score -2.109904e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 168184 members 
Entering Unmasked Estep 
Score: -21099038.000000 Penalty: 5997.622070
	Iteration 102Q: 3 clusters Score -2.109904e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 168302 members 
Entering Unmasked Estep 
Score: -21099034.000000 Penalty: 5997.622070
	Iteration 103Q: 3 clusters Score -2.109903e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 168410 members 
Entering Unmasked Estep 
Score: -21099020.000000 Penalty: 5997.622070
	Iteration 104Q: 3 clusters Score -2.109902e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -21099042.000000 Penalty: 5997.622070
	Iteration 105Q: 3 clusters Score -2.109904e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -21099050.000000 Penalty: 5997.622070
	Iteration 106Q: 3 clusters Score -2.109905e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 168741 members 
Entering Unmasked Estep 
Score: -21099028.000000 Penalty: 5997.622070
	Iteration 107Q: 3 clusters Score -2.109903e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 168845 members 
Entering Unmasked Estep 
Score: -21099026.000000 Penalty: 5997.622070
	Iteration 108Q: 3 clusters Score -2.109903e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 168924 members 
Entering Unmasked Estep 
Score: -21098996.000000 Penalty: 5997.622070
	Iteration 109Q: 3 clusters Score -2.1099e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -21099018.000000 Penalty: 5997.622070
	Iteration 110Q: 3 clusters Score -2.109902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 169060 members 
Entering Unmasked Estep 
Score: -21099026.000000 Penalty: 5997.622070
	Iteration 111Q: 3 clusters Score -2.109903e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 169117 members 
Entering Unmasked Estep 
Score: -21098968.000000 Penalty: 5997.622070
	Iteration 112Q: 3 clusters Score -2.109897e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 169170 members 
Entering Unmasked Estep 
Score: -21098976.000000 Penalty: 5997.622070
	Iteration 113Q: 3 clusters Score -2.109898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -21098960.000000 Penalty: 5997.622070
	Iteration 114Q: 3 clusters Score -2.109896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 169256 members 
Entering Unmasked Estep 
Score: -21098938.000000 Penalty: 5997.622070
	Iteration 115Q: 3 clusters Score -2.109894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 169290 members 
Entering Unmasked Estep 
Score: -21098944.000000 Penalty: 5997.622070
	Iteration 116Q: 3 clusters Score -2.109894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 169334 members 
Entering Unmasked Estep 
Score: -21098940.000000 Penalty: 5997.622070
	Iteration 117Q: 3 clusters Score -2.109894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 169370 members 
Entering Unmasked Estep 
Score: -21098946.000000 Penalty: 5997.622070
	Iteration 118Q: 3 clusters Score -2.109895e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 169419 members 
Entering Unmasked Estep 
Score: -21098902.000000 Penalty: 5997.622070
	Iteration 119Q: 3 clusters Score -2.10989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 169455 members 
Entering Unmasked Estep 
Score: -21098890.000000 Penalty: 5997.622070
	Iteration 120F: 3 clusters Score -2.109889e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 169500 members 
Entering Unmasked Estep 
Score: -21098886.000000 Penalty: 5997.622070
	Iteration 121Q: 3 clusters Score -2.109889e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 169556 members 
Entering Unmasked Estep 
Score: -21098894.000000 Penalty: 5997.622070
	Iteration 122Q: 3 clusters Score -2.109889e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 169609 members 
Entering Unmasked Estep 
Score: -21098900.000000 Penalty: 5997.622070
	Iteration 123Q: 3 clusters Score -2.10989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 169658 members 
Entering Unmasked Estep 
Score: -21098906.000000 Penalty: 5997.622070
	Iteration 124Q: 3 clusters Score -2.109891e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 169710 members 
Entering Unmasked Estep 
Score: -21098900.000000 Penalty: 5997.622070
	Iteration 125Q: 3 clusters Score -2.10989e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 169765 members 
Entering Unmasked Estep 
Score: -21098894.000000 Penalty: 5997.622070
	Iteration 126Q: 3 clusters Score -2.109889e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 169826 members 
Entering Unmasked Estep 
Score: -21098888.000000 Penalty: 5997.622070
	Iteration 127Q: 3 clusters Score -2.109889e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -21098866.000000 Penalty: 5997.622070
	Iteration 128Q: 3 clusters Score -2.109887e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -21098828.000000 Penalty: 5997.622070
	Iteration 129Q: 3 clusters Score -2.109883e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 169995 members 
Entering Unmasked Estep 
Score: -21098822.000000 Penalty: 5997.622070
	Iteration 130Q: 3 clusters Score -2.109882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 170044 members 
Entering Unmasked Estep 
Score: -21098830.000000 Penalty: 5997.622070
	Iteration 131Q: 3 clusters Score -2.109883e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -21098820.000000 Penalty: 5997.622070
	Iteration 132Q: 3 clusters Score -2.109882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 170144 members 
Entering Unmasked Estep 
Score: -21098820.000000 Penalty: 5997.622070
	Iteration 133Q: 3 clusters Score -2.109882e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -21098816.000000 Penalty: 5997.622070
	Iteration 134Q: 3 clusters Score -2.109882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -21098792.000000 Penalty: 5997.622070
	Iteration 135Q: 3 clusters Score -2.109879e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -21098758.000000 Penalty: 5997.622070
	Iteration 136Q: 3 clusters Score -2.109876e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 170396 members 
Entering Unmasked Estep 
Score: -21098738.000000 Penalty: 5997.622070
	Iteration 137Q: 3 clusters Score -2.109874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 170452 members 
Entering Unmasked Estep 
Score: -21098744.000000 Penalty: 5997.622070
	Iteration 138Q: 3 clusters Score -2.109874e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 170514 members 
Entering Unmasked Estep 
Score: -21098768.000000 Penalty: 5997.622070
	Iteration 139Q: 3 clusters Score -2.109877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 170580 members 
Entering Unmasked Estep 
Score: -21098750.000000 Penalty: 5997.622070
	Iteration 140F: 3 clusters Score -2.109875e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 170639 members 
Entering Unmasked Estep 
Score: -21098740.000000 Penalty: 5997.622070
	Iteration 141Q: 3 clusters Score -2.109874e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 170705 members 
Entering Unmasked Estep 
Score: -21098744.000000 Penalty: 5997.622070
	Iteration 142Q: 3 clusters Score -2.109874e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -21098750.000000 Penalty: 5997.622070
	Iteration 143Q: 3 clusters Score -2.109875e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 170800 members 
Entering Unmasked Estep 
Score: -21098760.000000 Penalty: 5997.622070
	Iteration 144Q: 3 clusters Score -2.109876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -21098740.000000 Penalty: 5997.622070
	Iteration 145Q: 3 clusters Score -2.109874e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 170891 members 
Entering Unmasked Estep 
Score: -21098748.000000 Penalty: 5997.622070
	Iteration 146Q: 3 clusters Score -2.109875e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 170941 members 
Entering Unmasked Estep 
Score: -21098736.000000 Penalty: 5997.622070
	Iteration 147Q: 3 clusters Score -2.109874e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -21098740.000000 Penalty: 5997.622070
	Iteration 148Q: 3 clusters Score -2.109874e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 171025 members 
Entering Unmasked Estep 
Score: -21098758.000000 Penalty: 5997.622070
	Iteration 149Q: 3 clusters Score -2.109876e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 171078 members 
Entering Unmasked Estep 
Score: -21098758.000000 Penalty: 5997.622070
	Iteration 150Q: 3 clusters Score -2.109876e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 171131 members 
Entering Unmasked Estep 
Score: -21098744.000000 Penalty: 5997.622070
	Iteration 151Q: 3 clusters Score -2.109874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -21098746.000000 Penalty: 5997.622070
	Iteration 152Q: 3 clusters Score -2.109875e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 171234 members 
Entering Unmasked Estep 
Score: -21098752.000000 Penalty: 5997.622070
	Iteration 153Q: 3 clusters Score -2.109875e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 171270 members 
Entering Unmasked Estep 
Score: -21098750.000000 Penalty: 5997.622070
	Iteration 154Q: 3 clusters Score -2.109875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 171300 members 
Entering Unmasked Estep 
Score: -21098732.000000 Penalty: 5997.622070
	Iteration 155Q: 3 clusters Score -2.109873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -21098718.000000 Penalty: 5997.622070
	Iteration 156Q: 3 clusters Score -2.109872e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 171356 members 
Entering Unmasked Estep 
Score: -21098720.000000 Penalty: 5997.622070
	Iteration 157Q: 3 clusters Score -2.109872e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 171379 members 
Entering Unmasked Estep 
Score: -21098722.000000 Penalty: 5997.622070
	Iteration 158Q: 3 clusters Score -2.109872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -21098734.000000 Penalty: 5997.622070
	Iteration 159Q: 3 clusters Score -2.109873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -21098744.000000 Penalty: 5997.622070
	Iteration 160F: 3 clusters Score -2.109874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 171434 members 
Entering Unmasked Estep 
Score: -21098766.000000 Penalty: 5997.622070
	Iteration 161Q: 3 clusters Score -2.109877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 171450 members 
Entering Unmasked Estep 
Score: -21098780.000000 Penalty: 5997.622070
	Iteration 162Q: 3 clusters Score -2.109878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 171466 members 
Entering Unmasked Estep 
Score: -21098772.000000 Penalty: 5997.622070
	Iteration 163Q: 3 clusters Score -2.109877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 171481 members 
Entering Unmasked Estep 
Score: -21098782.000000 Penalty: 5997.622070
	Iteration 164Q: 3 clusters Score -2.109878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -21098782.000000 Penalty: 5997.622070
	Iteration 165Q: 3 clusters Score -2.109878e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -21098792.000000 Penalty: 5997.622070
	Iteration 166Q: 3 clusters Score -2.109879e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -21098782.000000 Penalty: 5997.622070
	Iteration 167Q: 3 clusters Score -2.109878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 171572 members 
Entering Unmasked Estep 
Score: -21098786.000000 Penalty: 5997.622070
	Iteration 168Q: 3 clusters Score -2.109879e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -21098786.000000 Penalty: 5997.622070
	Iteration 169Q: 3 clusters Score -2.109879e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -21098778.000000 Penalty: 5997.622070
	Iteration 170Q: 3 clusters Score -2.109878e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 171621 members 
Entering Unmasked Estep 
Score: -21098774.000000 Penalty: 5997.622070
	Iteration 171Q: 3 clusters Score -2.109877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 171635 members 
Entering Unmasked Estep 
Score: -21098772.000000 Penalty: 5997.622070
	Iteration 172Q: 3 clusters Score -2.109877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 171646 members 
Entering Unmasked Estep 
Score: -21098794.000000 Penalty: 5997.622070
	Iteration 173Q: 3 clusters Score -2.109879e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -21098782.000000 Penalty: 5997.622070
	Iteration 174Q: 3 clusters Score -2.109878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -21098786.000000 Penalty: 5997.622070
	Iteration 175Q: 3 clusters Score -2.109879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -21098770.000000 Penalty: 5997.622070
	Iteration 176Q: 3 clusters Score -2.109877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -21098764.000000 Penalty: 5997.622070
	Iteration 177Q: 3 clusters Score -2.109876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 171693 members 
Entering Unmasked Estep 
Score: -21098766.000000 Penalty: 5997.622070
	Iteration 178Q: 3 clusters Score -2.109877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -21098760.000000 Penalty: 5997.622070
	Iteration 179Q: 3 clusters Score -2.109876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 171700 members 
Entering Unmasked Estep 
Score: -21098758.000000 Penalty: 5997.622070
	Iteration 180F: 3 clusters Score -2.109876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -21098750.000000 Penalty: 5997.622070
	Iteration 181Q: 3 clusters Score -2.109875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -21098750.000000 Penalty: 5997.622070
	Iteration 182F: 3 clusters Score -2.109875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -65062.042969 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -65062.04 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 310 members 
Entering Unmasked Estep 
Score: -63458.750000 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -63458.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63714.500000 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -63714.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -63793.062500 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -63793.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63811.851562 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -63811.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63815.640625 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -63815.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63818.164062 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -63818.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63818.906250 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -63818.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63818.906250 Penalty: 3173.703125
	Iteration 7F: 3 clusters Score -63818.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Entering Unmasked Estep 
Score: -2282634.750000 Penalty: 2455.816650
	Iteration 0F: 2 clusters Score -2282635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2268610.000000 Penalty: 4911.633301
	Iteration 0F: 3 clusters Score -2268610 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2273473.000000 Penalty: 4911.633301
	Iteration 1F: 3 clusters Score -2273473 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2274010.750000 Penalty: 4911.633301
	Iteration 2F: 3 clusters Score -2274011 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2274527.750000 Penalty: 4911.633301
	Iteration 3F: 3 clusters Score -2274528 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2275030.000000 Penalty: 4911.633301
	Iteration 4F: 3 clusters Score -2275030 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2275633.500000 Penalty: 4911.633301
	Iteration 5F: 3 clusters Score -2275634 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2276305.750000 Penalty: 4911.633301
	Iteration 6F: 3 clusters Score -2276306 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2277068.750000 Penalty: 4911.633301
	Iteration 7F: 3 clusters Score -2277069 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2277897.250000 Penalty: 4911.633301
	Iteration 8F: 3 clusters Score -2277897 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2278808.000000 Penalty: 4911.633301
	Iteration 9F: 3 clusters Score -2278808 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2279598.250000 Penalty: 4911.633301
	Iteration 10Q: 3 clusters Score -2279598 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2280141.750000 Penalty: 4911.633301
	Iteration 11Q: 3 clusters Score -2280142 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2280405.000000 Penalty: 4911.633301
	Iteration 12Q: 3 clusters Score -2280405 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2280551.750000 Penalty: 4911.633301
	Iteration 13Q: 3 clusters Score -2280552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2280653.000000 Penalty: 4911.633301
	Iteration 14Q: 3 clusters Score -2280653 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2280738.750000 Penalty: 4911.633301
	Iteration 15Q: 3 clusters Score -2280739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2280796.500000 Penalty: 4911.633301
	Iteration 16Q: 3 clusters Score -2280796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -2280840.250000 Penalty: 4911.633301
	Iteration 17Q: 3 clusters Score -2280840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2280871.500000 Penalty: 4911.633301
	Iteration 18Q: 3 clusters Score -2280872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2280885.750000 Penalty: 4911.633301
	Iteration 19Q: 3 clusters Score -2280886 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2280908.250000 Penalty: 4911.633301
	Iteration 20F: 3 clusters Score -2280908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2280919.750000 Penalty: 4911.633301
	Iteration 21Q: 3 clusters Score -2280920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2280930.750000 Penalty: 4911.633301
	Iteration 22Q: 3 clusters Score -2280931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2280940.250000 Penalty: 4911.633301
	Iteration 23Q: 3 clusters Score -2280940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2280944.750000 Penalty: 4911.633301
	Iteration 24Q: 3 clusters Score -2280945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2280944.750000 Penalty: 4911.633301
	Iteration 25Q: 3 clusters Score -2280945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2280954.250000 Penalty: 4911.633301
	Iteration 26Q: 3 clusters Score -2280954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2280954.000000 Penalty: 4911.633301
	Iteration 27Q: 3 clusters Score -2280954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2280954.500000 Penalty: 4911.633301
	Iteration 28Q: 3 clusters Score -2280954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2280951.500000 Penalty: 4911.633301
	Iteration 29Q: 3 clusters Score -2280952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2280950.000000 Penalty: 4911.633301
	Iteration 30Q: 3 clusters Score -2280950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2280951.250000 Penalty: 4911.633301
	Iteration 31Q: 3 clusters Score -2280951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2280952.750000 Penalty: 4911.633301
	Iteration 32Q: 3 clusters Score -2280953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2280953.000000 Penalty: 4911.633301
	Iteration 33Q: 3 clusters Score -2280953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2280953.000000 Penalty: 4911.633301
	Iteration 34F: 3 clusters Score -2280953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (26198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Entering Unmasked Estep 
Score: -2814899.000000 Penalty: 2523.012695
	Iteration 0F: 2 clusters Score -2814899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2796895.750000 Penalty: 5046.025391
	Iteration 0F: 3 clusters Score -2796896 nChanged 11766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2803724.000000 Penalty: 5046.025391
	Iteration 1F: 3 clusters Score -2803724 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2804567.250000 Penalty: 5046.025391
	Iteration 2F: 3 clusters Score -2804567 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2805457.250000 Penalty: 5046.025391
	Iteration 3F: 3 clusters Score -2805457 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2806339.500000 Penalty: 5046.025391
	Iteration 4F: 3 clusters Score -2806340 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2807313.500000 Penalty: 5046.025391
	Iteration 5F: 3 clusters Score -2807314 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2808311.250000 Penalty: 5046.025391
	Iteration 6F: 3 clusters Score -2808311 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2809245.250000 Penalty: 5046.025391
	Iteration 7F: 3 clusters Score -2809245 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2810046.000000 Penalty: 5046.025391
	Iteration 8Q: 3 clusters Score -2810046 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2810645.750000 Penalty: 5046.025391
	Iteration 9Q: 3 clusters Score -2810646 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2811119.000000 Penalty: 5046.025391
	Iteration 10Q: 3 clusters Score -2811119 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2811451.750000 Penalty: 5046.025391
	Iteration 11Q: 3 clusters Score -2811452 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2811721.750000 Penalty: 5046.025391
	Iteration 12Q: 3 clusters Score -2811722 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2811953.750000 Penalty: 5046.025391
	Iteration 13Q: 3 clusters Score -2811954 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2812176.500000 Penalty: 5046.025391
	Iteration 14Q: 3 clusters Score -2812176 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2812384.750000 Penalty: 5046.025391
	Iteration 15Q: 3 clusters Score -2812385 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2812587.500000 Penalty: 5046.025391
	Iteration 16Q: 3 clusters Score -2812588 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2812784.750000 Penalty: 5046.025391
	Iteration 17Q: 3 clusters Score -2812785 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2812981.750000 Penalty: 5046.025391
	Iteration 18Q: 3 clusters Score -2812982 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2813156.250000 Penalty: 5046.025391
	Iteration 19Q: 3 clusters Score -2813156 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2813329.250000 Penalty: 5046.025391
	Iteration 20F: 3 clusters Score -2813329 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2813463.750000 Penalty: 5046.025391
	Iteration 21Q: 3 clusters Score -2813464 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2813615.750000 Penalty: 5046.025391
	Iteration 22Q: 3 clusters Score -2813616 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2813764.500000 Penalty: 5046.025391
	Iteration 23Q: 3 clusters Score -2813764 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2813902.750000 Penalty: 5046.025391
	Iteration 24Q: 3 clusters Score -2813903 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2814016.250000 Penalty: 5046.025391
	Iteration 25Q: 3 clusters Score -2814016 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2814109.500000 Penalty: 5046.025391
	Iteration 26Q: 3 clusters Score -2814110 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2814192.500000 Penalty: 5046.025391
	Iteration 27Q: 3 clusters Score -2814192 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2814277.500000 Penalty: 5046.025391
	Iteration 28Q: 3 clusters Score -2814278 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2814357.000000 Penalty: 5046.025391
	Iteration 29Q: 3 clusters Score -2814357 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2814432.750000 Penalty: 5046.025391
	Iteration 30Q: 3 clusters Score -2814433 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2814494.500000 Penalty: 5046.025391
	Iteration 31Q: 3 clusters Score -2814494 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2814523.750000 Penalty: 5046.025391
	Iteration 32Q: 3 clusters Score -2814524 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2814570.500000 Penalty: 5046.025391
	Iteration 33Q: 3 clusters Score -2814570 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2814597.500000 Penalty: 5046.025391
	Iteration 34Q: 3 clusters Score -2814598 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2814627.750000 Penalty: 5046.025391
	Iteration 35Q: 3 clusters Score -2814628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2814639.000000 Penalty: 5046.025391
	Iteration 36Q: 3 clusters Score -2814639 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2814668.500000 Penalty: 5046.025391
	Iteration 37Q: 3 clusters Score -2814668 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2814697.250000 Penalty: 5046.025391
	Iteration 38Q: 3 clusters Score -2814697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2814706.250000 Penalty: 5046.025391
	Iteration 39Q: 3 clusters Score -2814706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2814715.750000 Penalty: 5046.025391
	Iteration 40F: 3 clusters Score -2814716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2814714.500000 Penalty: 5046.025391
	Iteration 41Q: 3 clusters Score -2814714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2814720.500000 Penalty: 5046.025391
	Iteration 42Q: 3 clusters Score -2814720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2814722.500000 Penalty: 5046.025391
	Iteration 43Q: 3 clusters Score -2814722 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2814724.500000 Penalty: 5046.025391
	Iteration 44Q: 3 clusters Score -2814724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2814734.750000 Penalty: 5046.025391
	Iteration 45Q: 3 clusters Score -2814735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2814742.000000 Penalty: 5046.025391
	Iteration 46Q: 3 clusters Score -2814742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2814746.500000 Penalty: 5046.025391
	Iteration 47Q: 3 clusters Score -2814746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2814752.500000 Penalty: 5046.025391
	Iteration 48Q: 3 clusters Score -2814752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2814762.500000 Penalty: 5046.025391
	Iteration 49Q: 3 clusters Score -2814762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2814774.000000 Penalty: 5046.025391
	Iteration 50Q: 3 clusters Score -2814774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2814777.750000 Penalty: 5046.025391
	Iteration 51Q: 3 clusters Score -2814778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2814778.500000 Penalty: 5046.025391
	Iteration 52Q: 3 clusters Score -2814778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2814780.500000 Penalty: 5046.025391
	Iteration 53Q: 3 clusters Score -2814780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2814781.000000 Penalty: 5046.025391
	Iteration 54Q: 3 clusters Score -2814781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2814774.000000 Penalty: 5046.025391
	Iteration 55Q: 3 clusters Score -2814774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2814780.500000 Penalty: 5046.025391
	Iteration 56Q: 3 clusters Score -2814780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2814783.750000 Penalty: 5046.025391
	Iteration 57Q: 3 clusters Score -2814784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2814788.000000 Penalty: 5046.025391
	Iteration 58Q: 3 clusters Score -2814788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2814794.750000 Penalty: 5046.025391
	Iteration 59Q: 3 clusters Score -2814795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2814797.750000 Penalty: 5046.025391
	Iteration 60F: 3 clusters Score -2814798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2814797.000000 Penalty: 5046.025391
	Iteration 61Q: 3 clusters Score -2814797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2814796.250000 Penalty: 5046.025391
	Iteration 62Q: 3 clusters Score -2814796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2814794.000000 Penalty: 5046.025391
	Iteration 63Q: 3 clusters Score -2814794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2814791.250000 Penalty: 5046.025391
	Iteration 64Q: 3 clusters Score -2814791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2814795.500000 Penalty: 5046.025391
	Iteration 65Q: 3 clusters Score -2814796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2814790.500000 Penalty: 5046.025391
	Iteration 66Q: 3 clusters Score -2814790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2814795.000000 Penalty: 5046.025391
	Iteration 67Q: 3 clusters Score -2814795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2814797.000000 Penalty: 5046.025391
	Iteration 68Q: 3 clusters Score -2814797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2814799.500000 Penalty: 5046.025391
	Iteration 69Q: 3 clusters Score -2814800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2814798.000000 Penalty: 5046.025391
	Iteration 70Q: 3 clusters Score -2814798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2814798.250000 Penalty: 5046.025391
	Iteration 71Q: 3 clusters Score -2814798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2814796.500000 Penalty: 5046.025391
	Iteration 72Q: 3 clusters Score -2814796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2814796.250000 Penalty: 5046.025391
	Iteration 73Q: 3 clusters Score -2814796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2814796.750000 Penalty: 5046.025391
	Iteration 74Q: 3 clusters Score -2814797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2814794.750000 Penalty: 5046.025391
	Iteration 75Q: 3 clusters Score -2814795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2814796.500000 Penalty: 5046.025391
	Iteration 76Q: 3 clusters Score -2814796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2814797.000000 Penalty: 5046.025391
	Iteration 77Q: 3 clusters Score -2814797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2814794.500000 Penalty: 5046.025391
	Iteration 78Q: 3 clusters Score -2814794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2814794.500000 Penalty: 5046.025391
	Iteration 79F: 3 clusters Score -2814794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -61072.261719 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -61072.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59461.328125 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -59461.33 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59681.531250 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -59681.53 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59746.707031 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -59746.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59774.390625 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -59774.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59791.316406 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -59791.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59797.742188 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -59797.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59805.261719 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -59805.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59821.882812 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -59821.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59830.632812 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -59830.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59831.679688 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -59831.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59831.679688 Penalty: 3166.219238
	Iteration 10F: 3 clusters Score -59831.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -118315.976562 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -118316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -116313.843750 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -116313.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116581.234375 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -116581.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116647.421875 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -116647.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116692.656250 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -116692.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -116719.382812 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -116719.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116741.851562 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -116741.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116749.328125 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -116749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116754.414062 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -116754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116761.992188 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -116762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116767.867188 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -116767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116771.023438 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -116771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -116772.281250 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -116772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116772.882812 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -116772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116772.882812 Penalty: 3474.421387
	Iteration 13F: 3 clusters Score -116772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -17183.767578 Penalty: 1289.227173
	Iteration 0F: 2 clusters Score -17183.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16139.116211 Penalty: 2578.454346
	Iteration 0F: 3 clusters Score -16139.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16204.395508 Penalty: 2578.454346
	Iteration 1F: 3 clusters Score -16204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16230.986328 Penalty: 2578.454346
	Iteration 2Q: 3 clusters Score -16230.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16233.582031 Penalty: 2578.454346
	Iteration 3Q: 3 clusters Score -16233.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -16233.582031 Penalty: 2578.454346
	Iteration 4F: 3 clusters Score -16233.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (41549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Entering Unmasked Estep 
Score: -4404627.500000 Penalty: 2637.387695
	Iteration 0F: 2 clusters Score -4404628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -4376627.000000 Penalty: 5274.775391
	Iteration 0F: 3 clusters Score -4376627 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4387437.000000 Penalty: 5274.775391
	Iteration 1F: 3 clusters Score -4387437 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4388327.000000 Penalty: 5274.775391
	Iteration 2F: 3 clusters Score -4388327 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4389298.000000 Penalty: 5274.775391
	Iteration 3F: 3 clusters Score -4389298 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4390181.500000 Penalty: 5274.775391
	Iteration 4F: 3 clusters Score -4390182 nChanged 2039
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4391088 nChanged 2028
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4391959 nChanged 1864
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4392717 nChanged 1699
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4393352 nChanged 1566
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4393886 nChanged 1406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4394351.500000 Penalty: 5274.775391
	Iteration 10Q: 3 clusters Score -4394352 nChanged 1227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4394777 nChanged 1145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4395206 nChanged 1073
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4395583 nChanged 1023
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4395970 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4396380 nChanged 987
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Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4396762 nChanged 936
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4397066 nChanged 806
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Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4397262 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4397434 nChanged 521
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Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4397534 nChanged 405
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Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4397610 nChanged 348
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Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4397662.500000 Penalty: 5274.775391
	Iteration 22Q: 3 clusters Score -4397662 nChanged 296
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Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -4397715.500000 Penalty: 5274.775391
	Iteration 23Q: 3 clusters Score -4397716 nChanged 284
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Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4397774 nChanged 279
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Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4397820 nChanged 300
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Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4397878 nChanged 296
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Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 26528 members 
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	Iteration 27Q: 3 clusters Score -4397939 nChanged 272
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Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4397988 nChanged 278
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Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4398013 nChanged 276
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Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 27210 members 
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	Iteration 30Q: 3 clusters Score -4398054 nChanged 263
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Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4398098 nChanged 293
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Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4398144 nChanged 303
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Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4398201 nChanged 304
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Mstep: Class 1 contains 13324 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4398272 nChanged 318
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Mstep: Class 1 contains 13032 members 
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	Iteration 35Q: 3 clusters Score -4398356 nChanged 317
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Mstep: Class 1 contains 12739 members 
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	Iteration 36Q: 3 clusters Score -4398418 nChanged 352
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Mstep: Class 1 contains 12415 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4398476 nChanged 352
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Mstep: Class 1 contains 12079 members 
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	Iteration 38Q: 3 clusters Score -4398556 nChanged 356
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Mstep: Class 1 contains 11739 members 
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	Iteration 39Q: 3 clusters Score -4398644 nChanged 381
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Mstep: Class 1 contains 11374 members 
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	Iteration 40F: 3 clusters Score -4398719 nChanged 373
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Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 30532 members 
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	Iteration 41Q: 3 clusters Score -4398810 nChanged 394
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Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 30916 members 
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	Iteration 42Q: 3 clusters Score -4398884 nChanged 374
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Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 31276 members 
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	Iteration 43Q: 3 clusters Score -4398958 nChanged 391
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Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 31649 members 
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	Iteration 44Q: 3 clusters Score -4399095 nChanged 404
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Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 32041 members 
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	Iteration 45Q: 3 clusters Score -4399198 nChanged 404
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Mstep: Class 1 contains 9114 members 
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	Iteration 46Q: 3 clusters Score -4399313 nChanged 428
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Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 32857 members 
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	Iteration 47Q: 3 clusters Score -4399464 nChanged 432
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Mstep: Class 1 contains 8264 members 
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	Iteration 48Q: 3 clusters Score -4399582 nChanged 433
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Mstep: Class 1 contains 7835 members 
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	Iteration 49Q: 3 clusters Score -4399716 nChanged 461
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Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 34171 members 
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	Iteration 50Q: 3 clusters Score -4399878 nChanged 500
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Mstep: Class 1 contains 6890 members 
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	Iteration 51Q: 3 clusters Score -4400062 nChanged 505
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Mstep: Class 1 contains 6401 members 
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	Iteration 52Q: 3 clusters Score -4400290 nChanged 468
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Mstep: Class 1 contains 5945 members 
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	Iteration 53Q: 3 clusters Score -4400472 nChanged 479
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Mstep: Class 1 contains 5478 members 
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	Iteration 54Q: 3 clusters Score -4400698 nChanged 478
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Mstep: Class 1 contains 5008 members 
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	Iteration 55Q: 3 clusters Score -4400902 nChanged 461
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Mstep: Class 1 contains 4559 members 
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	Iteration 56Q: 3 clusters Score -4401111 nChanged 456
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Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 37438 members 
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	Iteration 57Q: 3 clusters Score -4401320 nChanged 427
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Mstep: Class 1 contains 3696 members 
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	Iteration 58Q: 3 clusters Score -4401534 nChanged 410
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Mstep: Class 1 contains 3304 members 
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	Iteration 59Q: 3 clusters Score -4401742 nChanged 346
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Mstep: Class 1 contains 2974 members 
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Score: -4401932.500000 Penalty: 5274.775391
	Iteration 60F: 3 clusters Score -4401932 nChanged 327
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Mstep: Class 1 contains 2665 members 
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	Iteration 61Q: 3 clusters Score -4402103 nChanged 276
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Mstep: Class 1 contains 2419 members 
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	Iteration 62Q: 3 clusters Score -4402234 nChanged 238
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	Iteration 63Q: 3 clusters Score -4402356 nChanged 184
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Mstep: Class 1 contains 2037 members 
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	Iteration 64Q: 3 clusters Score -4402433 nChanged 153
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Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39647 members 
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	Iteration 65Q: 3 clusters Score -4402496 nChanged 114
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Mstep: Class 1 contains 1800 members 
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	Iteration 66Q: 3 clusters Score -4402535 nChanged 88
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	Iteration 67Q: 3 clusters Score -4402566 nChanged 75
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Mstep: Class 1 contains 1663 members 
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	Iteration 68Q: 3 clusters Score -4402598 nChanged 55
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Score: -4402621.500000 Penalty: 5274.775391
	Iteration 69Q: 3 clusters Score -4402622 nChanged 56
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Mstep: Class 1 contains 1568 members 
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	Iteration 70Q: 3 clusters Score -4402640 nChanged 54
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	Iteration 71Q: 3 clusters Score -4402662 nChanged 55
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	Iteration 72Q: 3 clusters Score -4402686 nChanged 48
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	Iteration 73Q: 3 clusters Score -4402696 nChanged 50
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	Iteration 74Q: 3 clusters Score -4402721 nChanged 39
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	Iteration 75Q: 3 clusters Score -4402742 nChanged 35
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	Iteration 76Q: 3 clusters Score -4402754 nChanged 39
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	Iteration 77Q: 3 clusters Score -4402776 nChanged 34
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	Iteration 78Q: 3 clusters Score -4402789 nChanged 33
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	Iteration 79Q: 3 clusters Score -4402810 nChanged 27
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	Iteration 80F: 3 clusters Score -4402816 nChanged 21
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	Iteration 81Q: 3 clusters Score -4402834 nChanged 24
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	Iteration 82Q: 3 clusters Score -4402838 nChanged 21
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	Iteration 83Q: 3 clusters Score -4402851 nChanged 29
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	Iteration 84Q: 3 clusters Score -4402867 nChanged 27
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	Iteration 85Q: 3 clusters Score -4402884 nChanged 22
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	Iteration 86Q: 3 clusters Score -4402896 nChanged 21
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4402902 nChanged 15
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	Iteration 88Q: 3 clusters Score -4402909 nChanged 7
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	Iteration 89Q: 3 clusters Score -4402912 nChanged 11
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	Iteration 90Q: 3 clusters Score -4402920 nChanged 6
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4402916 nChanged 8
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4402922 nChanged 13
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	Iteration 93Q: 3 clusters Score -4402930 nChanged 13
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4402936 nChanged 9
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4402934 nChanged 6
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	Iteration 96Q: 3 clusters Score -4402937 nChanged 6
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	Iteration 97Q: 3 clusters Score -4402936 nChanged 8
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Score: -4402945.000000 Penalty: 5274.775391
	Iteration 98Q: 3 clusters Score -4402945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -4402949.500000 Penalty: 5274.775391
	Iteration 99Q: 3 clusters Score -4402950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4402948.500000 Penalty: 5274.775391
	Iteration 100F: 3 clusters Score -4402948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4402948.000000 Penalty: 5274.775391
	Iteration 101Q: 3 clusters Score -4402948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4402948.000000 Penalty: 5274.775391
	Iteration 102Q: 3 clusters Score -4402948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4402946.000000 Penalty: 5274.775391
	Iteration 103Q: 3 clusters Score -4402946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -4402946.000000 Penalty: 5274.775391
	Iteration 104F: 3 clusters Score -4402946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Entering Unmasked Estep 
Score: -6840127.000000 Penalty: 2718.573486
	Iteration 0F: 2 clusters Score -6840127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -6801521.000000 Penalty: 5437.146973
	Iteration 0F: 3 clusters Score -6801521 nChanged 26824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -6817281.500000 Penalty: 5437.146973
	Iteration 1F: 3 clusters Score -6817282 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -6819243.000000 Penalty: 5437.146973
	Iteration 2F: 3 clusters Score -6819243 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -6821900.500000 Penalty: 5437.146973
	Iteration 3F: 3 clusters Score -6821900 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -6824716.000000 Penalty: 5437.146973
	Iteration 4F: 3 clusters Score -6824716 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -6826894.000000 Penalty: 5437.146973
	Iteration 5F: 3 clusters Score -6826894 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6828172.000000 Penalty: 5437.146973
	Iteration 6F: 3 clusters Score -6828172 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -6828966.500000 Penalty: 5437.146973
	Iteration 7Q: 3 clusters Score -6828966 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -6829424.500000 Penalty: 5437.146973
	Iteration 8Q: 3 clusters Score -6829424 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -6829790.000000 Penalty: 5437.146973
	Iteration 9Q: 3 clusters Score -6829790 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -6830188.000000 Penalty: 5437.146973
	Iteration 10Q: 3 clusters Score -6830188 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -6830576.500000 Penalty: 5437.146973
	Iteration 11Q: 3 clusters Score -6830576 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -6831012.500000 Penalty: 5437.146973
	Iteration 12Q: 3 clusters Score -6831012 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -6831569.500000 Penalty: 5437.146973
	Iteration 13Q: 3 clusters Score -6831570 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -6832164.000000 Penalty: 5437.146973
	Iteration 14Q: 3 clusters Score -6832164 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -6832887.000000 Penalty: 5437.146973
	Iteration 15Q: 3 clusters Score -6832887 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -6833652.500000 Penalty: 5437.146973
	Iteration 16Q: 3 clusters Score -6833652 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -6834511.000000 Penalty: 5437.146973
	Iteration 17Q: 3 clusters Score -6834511 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -6835236.500000 Penalty: 5437.146973
	Iteration 18Q: 3 clusters Score -6835236 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -6835871.000000 Penalty: 5437.146973
	Iteration 19Q: 3 clusters Score -6835871 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6836400.000000 Penalty: 5437.146973
	Iteration 20F: 3 clusters Score -6836400 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -6836869.500000 Penalty: 5437.146973
	Iteration 21Q: 3 clusters Score -6836870 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6837233.000000 Penalty: 5437.146973
	Iteration 22Q: 3 clusters Score -6837233 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6837493.000000 Penalty: 5437.146973
	Iteration 23Q: 3 clusters Score -6837493 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6837661.500000 Penalty: 5437.146973
	Iteration 24Q: 3 clusters Score -6837662 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6837743.500000 Penalty: 5437.146973
	Iteration 25Q: 3 clusters Score -6837744 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6837806.500000 Penalty: 5437.146973
	Iteration 26Q: 3 clusters Score -6837806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6837869.000000 Penalty: 5437.146973
	Iteration 27Q: 3 clusters Score -6837869 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6837910.000000 Penalty: 5437.146973
	Iteration 28Q: 3 clusters Score -6837910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56625 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6837911.500000 Penalty: 5437.146973
	Iteration 29Q: 3 clusters Score -6837912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -6837939.000000 Penalty: 5437.146973
	Iteration 30Q: 3 clusters Score -6837939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6837972.000000 Penalty: 5437.146973
	Iteration 31Q: 3 clusters Score -6837972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6837968.500000 Penalty: 5437.146973
	Iteration 32Q: 3 clusters Score -6837968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6838001.000000 Penalty: 5437.146973
	Iteration 33Q: 3 clusters Score -6838001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6837999.000000 Penalty: 5437.146973
	Iteration 34Q: 3 clusters Score -6837999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6838010.000000 Penalty: 5437.146973
	Iteration 35Q: 3 clusters Score -6838010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6838010.500000 Penalty: 5437.146973
	Iteration 36Q: 3 clusters Score -6838010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6838020.500000 Penalty: 5437.146973
	Iteration 37Q: 3 clusters Score -6838020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6838024.500000 Penalty: 5437.146973
	Iteration 38Q: 3 clusters Score -6838024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6838029.500000 Penalty: 5437.146973
	Iteration 39Q: 3 clusters Score -6838030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56817 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6838033.000000 Penalty: 5437.146973
	Iteration 40F: 3 clusters Score -6838033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6838036.000000 Penalty: 5437.146973
	Iteration 41Q: 3 clusters Score -6838036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56833 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6838032.000000 Penalty: 5437.146973
	Iteration 42Q: 3 clusters Score -6838032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56836 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6838024.500000 Penalty: 5437.146973
	Iteration 43Q: 3 clusters Score -6838024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6838026.000000 Penalty: 5437.146973
	Iteration 44Q: 3 clusters Score -6838026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6838033.000000 Penalty: 5437.146973
	Iteration 45Q: 3 clusters Score -6838033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6838033.000000 Penalty: 5437.146973
	Iteration 46F: 3 clusters Score -6838033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (16084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Entering Unmasked Estep 
Score: -1908914.625000 Penalty: 2402.023926
	Iteration 0F: 2 clusters Score -1908915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1897361.000000 Penalty: 4804.047852
	Iteration 0F: 3 clusters Score -1897361 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1900981.375000 Penalty: 4804.047852
	Iteration 1F: 3 clusters Score -1900981 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1901361.500000 Penalty: 4804.047852
	Iteration 2F: 3 clusters Score -1901362 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1901705.875000 Penalty: 4804.047852
	Iteration 3F: 3 clusters Score -1901706 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1902084.750000 Penalty: 4804.047852
	Iteration 4Q: 3 clusters Score -1902085 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1902528.625000 Penalty: 4804.047852
	Iteration 5F: 3 clusters Score -1902529 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1903076.500000 Penalty: 4804.047852
	Iteration 6F: 3 clusters Score -1903076 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1903694.750000 Penalty: 4804.047852
	Iteration 7F: 3 clusters Score -1903695 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1904351.500000 Penalty: 4804.047852
	Iteration 8F: 3 clusters Score -1904352 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1904985.250000 Penalty: 4804.047852
	Iteration 9F: 3 clusters Score -1904985 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1905542.250000 Penalty: 4804.047852
	Iteration 10F: 3 clusters Score -1905542 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1905900.375000 Penalty: 4804.047852
	Iteration 11Q: 3 clusters Score -1905900 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1906135.500000 Penalty: 4804.047852
	Iteration 12Q: 3 clusters Score -1906136 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1906301.625000 Penalty: 4804.047852
	Iteration 13Q: 3 clusters Score -1906302 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1906428.250000 Penalty: 4804.047852
	Iteration 14Q: 3 clusters Score -1906428 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1906509.875000 Penalty: 4804.047852
	Iteration 15Q: 3 clusters Score -1906510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1906592.500000 Penalty: 4804.047852
	Iteration 16Q: 3 clusters Score -1906592 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1906642.000000 Penalty: 4804.047852
	Iteration 17Q: 3 clusters Score -1906642 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1906696.125000 Penalty: 4804.047852
	Iteration 18Q: 3 clusters Score -1906696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1906737.750000 Penalty: 4804.047852
	Iteration 19Q: 3 clusters Score -1906738 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1906772.625000 Penalty: 4804.047852
	Iteration 20F: 3 clusters Score -1906773 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1906807.625000 Penalty: 4804.047852
	Iteration 21Q: 3 clusters Score -1906808 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1906832.250000 Penalty: 4804.047852
	Iteration 22Q: 3 clusters Score -1906832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1906841.625000 Penalty: 4804.047852
	Iteration 23Q: 3 clusters Score -1906842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1906858.750000 Penalty: 4804.047852
	Iteration 24Q: 3 clusters Score -1906859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1906873.250000 Penalty: 4804.047852
	Iteration 25Q: 3 clusters Score -1906873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1906890.000000 Penalty: 4804.047852
	Iteration 26Q: 3 clusters Score -1906890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1906915.625000 Penalty: 4804.047852
	Iteration 27Q: 3 clusters Score -1906916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1906931.750000 Penalty: 4804.047852
	Iteration 28Q: 3 clusters Score -1906932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1906952.500000 Penalty: 4804.047852
	Iteration 29Q: 3 clusters Score -1906952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1906962.500000 Penalty: 4804.047852
	Iteration 30Q: 3 clusters Score -1906962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1906972.750000 Penalty: 4804.047852
	Iteration 31Q: 3 clusters Score -1906973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1906988.875000 Penalty: 4804.047852
	Iteration 32Q: 3 clusters Score -1906989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1906995.250000 Penalty: 4804.047852
	Iteration 33Q: 3 clusters Score -1906995 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1907006.250000 Penalty: 4804.047852
	Iteration 34Q: 3 clusters Score -1907006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1907009.500000 Penalty: 4804.047852
	Iteration 35Q: 3 clusters Score -1907010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1907024.250000 Penalty: 4804.047852
	Iteration 36Q: 3 clusters Score -1907024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1907030.750000 Penalty: 4804.047852
	Iteration 37Q: 3 clusters Score -1907031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1907042.125000 Penalty: 4804.047852
	Iteration 38Q: 3 clusters Score -1907042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1907046.500000 Penalty: 4804.047852
	Iteration 39Q: 3 clusters Score -1907046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1907058.250000 Penalty: 4804.047852
	Iteration 40F: 3 clusters Score -1907058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1907063.000000 Penalty: 4804.047852
	Iteration 41Q: 3 clusters Score -1907063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1907076.750000 Penalty: 4804.047852
	Iteration 42Q: 3 clusters Score -1907077 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1907086.500000 Penalty: 4804.047852
	Iteration 43Q: 3 clusters Score -1907086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1907095.500000 Penalty: 4804.047852
	Iteration 44Q: 3 clusters Score -1907096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1907105.000000 Penalty: 4804.047852
	Iteration 45Q: 3 clusters Score -1907105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1907113.875000 Penalty: 4804.047852
	Iteration 46Q: 3 clusters Score -1907114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1907126.875000 Penalty: 4804.047852
	Iteration 47Q: 3 clusters Score -1907127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1907133.750000 Penalty: 4804.047852
	Iteration 48Q: 3 clusters Score -1907134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1907138.500000 Penalty: 4804.047852
	Iteration 49Q: 3 clusters Score -1907138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1907146.625000 Penalty: 4804.047852
	Iteration 50Q: 3 clusters Score -1907147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1907149.750000 Penalty: 4804.047852
	Iteration 51Q: 3 clusters Score -1907150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1907148.625000 Penalty: 4804.047852
	Iteration 52Q: 3 clusters Score -1907149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1907152.625000 Penalty: 4804.047852
	Iteration 53Q: 3 clusters Score -1907153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1907155.375000 Penalty: 4804.047852
	Iteration 54Q: 3 clusters Score -1907155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1907155.375000 Penalty: 4804.047852
	Iteration 55Q: 3 clusters Score -1907155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1907157.250000 Penalty: 4804.047852
	Iteration 56Q: 3 clusters Score -1907157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1907157.250000 Penalty: 4804.047852
	Iteration 57F: 3 clusters Score -1907157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -157486.890625 Penalty: 1806.975586
	Iteration 0F: 2 clusters Score -157486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -155259.187500 Penalty: 3613.951172
	Iteration 0F: 3 clusters Score -155259.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155622.187500 Penalty: 3613.951172
	Iteration 1F: 3 clusters Score -155622.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -155736.015625 Penalty: 3613.951172
	Iteration 2F: 3 clusters Score -155736 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155797.125000 Penalty: 3613.951172
	Iteration 3Q: 3 clusters Score -155797.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155845.593750 Penalty: 3613.951172
	Iteration 4Q: 3 clusters Score -155845.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -155881.515625 Penalty: 3613.951172
	Iteration 5Q: 3 clusters Score -155881.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155909.671875 Penalty: 3613.951172
	Iteration 6Q: 3 clusters Score -155909.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155931.937500 Penalty: 3613.951172
	Iteration 7Q: 3 clusters Score -155931.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155959.375000 Penalty: 3613.951172
	Iteration 8Q: 3 clusters Score -155959.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -155982.312500 Penalty: 3613.951172
	Iteration 9Q: 3 clusters Score -155982.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -156016.546875 Penalty: 3613.951172
	Iteration 10Q: 3 clusters Score -156016.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -156051.359375 Penalty: 3613.951172
	Iteration 11Q: 3 clusters Score -156051.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -156078.406250 Penalty: 3613.951172
	Iteration 12Q: 3 clusters Score -156078.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -156096.828125 Penalty: 3613.951172
	Iteration 13Q: 3 clusters Score -156096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -156118.625000 Penalty: 3613.951172
	Iteration 14Q: 3 clusters Score -156118.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -156138.218750 Penalty: 3613.951172
	Iteration 15Q: 3 clusters Score -156138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156146.218750 Penalty: 3613.951172
	Iteration 16Q: 3 clusters Score -156146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156152.046875 Penalty: 3613.951172
	Iteration 17Q: 3 clusters Score -156152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156159.359375 Penalty: 3613.951172
	Iteration 18Q: 3 clusters Score -156159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156162.718750 Penalty: 3613.951172
	Iteration 19Q: 3 clusters Score -156162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -156173.812500 Penalty: 3613.951172
	Iteration 20F: 3 clusters Score -156173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156182.125000 Penalty: 3613.951172
	Iteration 21Q: 3 clusters Score -156182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -156190.000000 Penalty: 3613.951172
	Iteration 22Q: 3 clusters Score -156190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -156198.968750 Penalty: 3613.951172
	Iteration 23Q: 3 clusters Score -156199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -156206.984375 Penalty: 3613.951172
	Iteration 24Q: 3 clusters Score -156207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -156217.843750 Penalty: 3613.951172
	Iteration 25Q: 3 clusters Score -156217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -156229.171875 Penalty: 3613.951172
	Iteration 26Q: 3 clusters Score -156229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -156233.859375 Penalty: 3613.951172
	Iteration 27Q: 3 clusters Score -156233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -156236.140625 Penalty: 3613.951172
	Iteration 28Q: 3 clusters Score -156236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -156239.281250 Penalty: 3613.951172
	Iteration 29Q: 3 clusters Score -156239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -156241.875000 Penalty: 3613.951172
	Iteration 30Q: 3 clusters Score -156241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156244.359375 Penalty: 3613.951172
	Iteration 31Q: 3 clusters Score -156244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156245.843750 Penalty: 3613.951172
	Iteration 32Q: 3 clusters Score -156245.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -156247.750000 Penalty: 3613.951172
	Iteration 33Q: 3 clusters Score -156247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -156249.187500 Penalty: 3613.951172
	Iteration 34Q: 3 clusters Score -156249.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -156249.796875 Penalty: 3613.951172
	Iteration 35Q: 3 clusters Score -156249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -156250.218750 Penalty: 3613.951172
	Iteration 36Q: 3 clusters Score -156250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -156250.156250 Penalty: 3613.951172
	Iteration 37Q: 3 clusters Score -156250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -156250.156250 Penalty: 3613.951172
	Iteration 38F: 3 clusters Score -156250.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -32296.689453 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -32296.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31076.583984 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -31076.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31196.685547 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -31196.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31264.671875 Penalty: 2827.420166
	Iteration 2Q: 3 clusters Score -31264.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31291.009766 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -31291.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31301.519531 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -31301.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31308.265625 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -31308.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31326.908203 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -31326.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31330.531250 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -31330.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31330.531250 Penalty: 2827.420166
	Iteration 8F: 3 clusters Score -31330.53 nChanged 0
--- Evaluating fit on full set of 6039571 points ---
Entering Unmasked Estep 
Score: -705969024.000000 Penalty: 166506.031250
23->44 Clusters: Score -705969024.000000, best is -706092160.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 2013190 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 87119 members 
Mstep: Class 3 contains 87786 members 
Mstep: Class 4 contains 87371 members 
Mstep: Class 5 contains 87513 members 
Mstep: Class 6 contains 88020 members 
Mstep: Class 7 contains 87577 members 
Mstep: Class 8 contains 88199 members 
Mstep: Class 9 contains 87794 members 
Mstep: Class 10 contains 87758 members 
Mstep: Class 11 contains 87344 members 
Mstep: Class 12 contains 87359 members 
Mstep: Class 13 contains 87390 members 
Mstep: Class 14 contains 87599 members 
Mstep: Class 15 contains 87490 members 
Mstep: Class 16 contains 86861 members 
Mstep: Class 17 contains 87408 members 
Mstep: Class 18 contains 87808 members 
Mstep: Class 19 contains 87428 members 
Mstep: Class 20 contains 87439 members 
Mstep: Class 21 contains 87731 members 
Mstep: Class 22 contains 87059 members 
Mstep: Class 23 contains 87604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 477.626953 but Gain 3599.773438
Score: -217047312.000000 Penalty: 79195.101562
Iteration 0F: 23 clusters Score -2.170473e+08 nChanged 1919859
Entering Unmasked Mstep 
Mstep: Class 0 contains 3673 members 
Mstep: Class 1 contains 68626 members 
Mstep: Class 2 contains 61219 members 
Mstep: Class 3 contains 84829 members 
Mstep: Class 4 contains 159576 members 
Mstep: Class 5 contains 207339 members 
Mstep: Class 6 contains 99734 members 
Mstep: Class 7 contains 43325 members 
Mstep: Class 8 contains 41330 members 
Mstep: Class 9 contains 77837 members 
Mstep: Class 10 contains 28398 members 
Mstep: Class 11 contains 193758 members 
Mstep: Class 12 contains 18652 members 
Mstep: Class 13 contains 111045 members 
Mstep: Class 14 contains 30278 members 
Mstep: Class 15 contains 174114 members 
Mstep: Class 16 contains 66041 members 
Mstep: Class 17 contains 31636 members 
Mstep: Class 18 contains 40729 members 
Mstep: Class 19 contains 80689 members 
Mstep: Class 20 contains 56957 members 
Mstep: Class 21 contains 215156 members 
Mstep: Class 23 contains 118249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -221764656.000000 Penalty: 79195.101562
Iteration 1F: 23 clusters Score -2.217647e+08 nChanged 808096
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 39600 members 
Mstep: Class 3 contains 88911 members 
Mstep: Class 4 contains 168959 members 
Mstep: Class 5 contains 204983 members 
Mstep: Class 6 contains 111492 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 29137 members 
Mstep: Class 9 contains 85588 members 
Mstep: Class 10 contains 29939 members 
Mstep: Class 11 contains 175408 members 
Mstep: Class 12 contains 13451 members 
Mstep: Class 13 contains 102311 members 
Mstep: Class 14 contains 33682 members 
Mstep: Class 15 contains 232336 members 
Mstep: Class 16 contains 48762 members 
Mstep: Class 17 contains 26254 members 
Mstep: Class 18 contains 42601 members 
Mstep: Class 19 contains 80150 members 
Mstep: Class 20 contains 63465 members 
Mstep: Class 21 contains 179016 members 
Mstep: Class 23 contains 127919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -223292240.000000 Penalty: 79195.101562
Iteration 2F: 23 clusters Score -2.232922e+08 nChanged 612458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 107739 members 
Mstep: Class 2 contains 25148 members 
Mstep: Class 3 contains 88172 members 
Mstep: Class 4 contains 192725 members 
Mstep: Class 5 contains 212003 members 
Mstep: Class 6 contains 106522 members 
Mstep: Class 7 contains 28660 members 
Mstep: Class 8 contains 17875 members 
Mstep: Class 9 contains 100912 members 
Mstep: Class 10 contains 40233 members 
Mstep: Class 11 contains 163914 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 90643 members 
Mstep: Class 14 contains 48185 members 
Mstep: Class 15 contains 240099 members 
Mstep: Class 16 contains 32090 members 
Mstep: Class 17 contains 24853 members 
Mstep: Class 18 contains 58613 members 
Mstep: Class 19 contains 66443 members 
Mstep: Class 20 contains 78943 members 
Mstep: Class 21 contains 152213 members 
Mstep: Class 23 contains 118623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224173904.000000 Penalty: 79195.101562
Iteration 3F: 23 clusters Score -2.241739e+08 nChanged 446008
Entering Unmasked Mstep 
Mstep: Class 0 contains 2579 members 
Mstep: Class 1 contains 114357 members 
Mstep: Class 2 contains 17462 members 
Mstep: Class 3 contains 85462 members 
Mstep: Class 4 contains 202484 members 
Mstep: Class 5 contains 224268 members 
Mstep: Class 6 contains 98213 members 
Mstep: Class 7 contains 21725 members 
Mstep: Class 8 contains 10288 members 
Mstep: Class 9 contains 132348 members 
Mstep: Class 10 contains 49273 members 
Mstep: Class 11 contains 157555 members 
Mstep: Class 12 contains 19027 members 
Mstep: Class 13 contains 89438 members 
Mstep: Class 14 contains 65446 members 
Mstep: Class 15 contains 230547 members 
Mstep: Class 16 contains 19660 members 
Mstep: Class 17 contains 25371 members 
Mstep: Class 18 contains 75322 members 
Mstep: Class 19 contains 49356 members 
Mstep: Class 20 contains 93527 members 
Mstep: Class 21 contains 133705 members 
Mstep: Class 23 contains 95777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -224709360.000000 Penalty: 79195.101562
Iteration 4F: 23 clusters Score -2.247094e+08 nChanged 323543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2565 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 13675 members 
Mstep: Class 3 contains 83137 members 
Mstep: Class 4 contains 195067 members 
Mstep: Class 5 contains 234232 members 
Mstep: Class 6 contains 90387 members 
Mstep: Class 7 contains 15067 members 
Mstep: Class 8 contains 7423 members 
Mstep: Class 9 contains 173856 members 
Mstep: Class 10 contains 52605 members 
Mstep: Class 11 contains 151894 members 
Mstep: Class 12 contains 19766 members 
Mstep: Class 13 contains 95294 members 
Mstep: Class 14 contains 76100 members 
Mstep: Class 15 contains 226460 members 
Mstep: Class 16 contains 12007 members 
Mstep: Class 17 contains 25141 members 
Mstep: Class 18 contains 87918 members 
Mstep: Class 19 contains 39847 members 
Mstep: Class 20 contains 98273 members 
Mstep: Class 21 contains 119464 members 
Mstep: Class 23 contains 71645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225046576.000000 Penalty: 79195.101562
Iteration 5F: 23 clusters Score -2.250466e+08 nChanged 249885
Entering Unmasked Mstep 
Mstep: Class 0 contains 2465 members 
Mstep: Class 1 contains 134568 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 81298 members 
Mstep: Class 4 contains 177105 members 
Mstep: Class 5 contains 238985 members 
Mstep: Class 6 contains 76634 members 
Mstep: Class 7 contains 10181 members 
Mstep: Class 8 contains 7672 members 
Mstep: Class 9 contains 223355 members 
Mstep: Class 10 contains 52450 members 
Mstep: Class 11 contains 146125 members 
Mstep: Class 12 contains 19768 members 
Mstep: Class 13 contains 100818 members 
Mstep: Class 14 contains 81769 members 
Mstep: Class 15 contains 228228 members 
Mstep: Class 16 contains 7120 members 
Mstep: Class 17 contains 23266 members 
Mstep: Class 18 contains 97535 members 
Mstep: Class 19 contains 37783 members 
Mstep: Class 20 contains 96626 members 
Mstep: Class 21 contains 106094 members 
Mstep: Class 23 contains 50949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 23 clusters Score -2.252376e+08 nChanged 195652
Entering Unmasked Mstep 
Mstep: Class 0 contains 2271 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 12305 members 
Mstep: Class 3 contains 81292 members 
Mstep: Class 4 contains 156662 members 
Mstep: Class 5 contains 239816 members 
Mstep: Class 6 contains 61147 members 
Mstep: Class 7 contains 7276 members 
Mstep: Class 8 contains 8082 members 
Mstep: Class 9 contains 268943 members 
Mstep: Class 10 contains 50685 members 
Mstep: Class 11 contains 140637 members 
Mstep: Class 12 contains 19996 members 
Mstep: Class 13 contains 102945 members 
Mstep: Class 14 contains 85559 members 
Mstep: Class 15 contains 232359 members 
Mstep: Class 16 contains 3975 members 
Mstep: Class 17 contains 21326 members 
Mstep: Class 18 contains 105751 members 
Mstep: Class 19 contains 40863 members 
Mstep: Class 20 contains 94672 members 
Mstep: Class 21 contains 92949 members 
Mstep: Class 23 contains 35755 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 7F: 23 clusters Score -2.253757e+08 nChanged 151606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1451 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 12726 members 
Mstep: Class 3 contains 81885 members 
Mstep: Class 4 contains 137579 members 
Mstep: Class 5 contains 237401 members 
Mstep: Class 6 contains 47214 members 
Mstep: Class 7 contains 5764 members 
Mstep: Class 8 contains 7695 members 
Mstep: Class 9 contains 304156 members 
Mstep: Class 10 contains 48426 members 
Mstep: Class 11 contains 135264 members 
Mstep: Class 12 contains 20635 members 
Mstep: Class 13 contains 101514 members 
Mstep: Class 14 contains 88471 members 
Mstep: Class 15 contains 238457 members 
Mstep: Class 16 contains 2496 members 
Mstep: Class 17 contains 20339 members 
Mstep: Class 18 contains 113578 members 
Mstep: Class 19 contains 47755 members 
Mstep: Class 20 contains 93170 members 
Mstep: Class 21 contains 80872 members 
Mstep: Class 23 contains 26085 members 
Entering Unmasked Estep 
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Iteration 8F: 23 clusters Score -2.254749e+08 nChanged 125002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1018 members 
Mstep: Class 1 contains 171582 members 
Mstep: Class 2 contains 13420 members 
Mstep: Class 3 contains 82254 members 
Mstep: Class 4 contains 119363 members 
Mstep: Class 5 contains 232716 members 
Mstep: Class 6 contains 36239 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 332799 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 130080 members 
Mstep: Class 12 contains 21200 members 
Mstep: Class 13 contains 97313 members 
Mstep: Class 14 contains 90885 members 
Mstep: Class 15 contains 244577 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 20537 members 
Mstep: Class 18 contains 120886 members 
Mstep: Class 19 contains 56652 members 
Mstep: Class 20 contains 91769 members 
Mstep: Class 21 contains 70818 members 
Mstep: Class 23 contains 19795 members 
Entering Unmasked Estep 
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Iteration 9F: 23 clusters Score -2.255792e+08 nChanged 109956
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 14091 members 
Mstep: Class 3 contains 83068 members 
Mstep: Class 4 contains 101657 members 
Mstep: Class 5 contains 225835 members 
Mstep: Class 6 contains 28167 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 355846 members 
Mstep: Class 10 contains 44030 members 
Mstep: Class 11 contains 125510 members 
Mstep: Class 12 contains 21745 members 
Mstep: Class 13 contains 91277 members 
Mstep: Class 14 contains 92995 members 
Mstep: Class 15 contains 250528 members 
Mstep: Class 16 contains 3647 members 
Mstep: Class 17 contains 21509 members 
Mstep: Class 18 contains 127378 members 
Mstep: Class 19 contains 66570 members 
Mstep: Class 20 contains 90240 members 
Mstep: Class 21 contains 62744 members 
Mstep: Class 23 contains 15350 members 
Entering Unmasked Estep 
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Iteration 10F: 23 clusters Score -2.255994e+08 nChanged 91618
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 188691 members 
Mstep: Class 2 contains 14751 members 
Mstep: Class 3 contains 84080 members 
Mstep: Class 4 contains 86569 members 
Mstep: Class 5 contains 217717 members 
Mstep: Class 6 contains 22448 members 
Mstep: Class 7 contains 5716 members 
Mstep: Class 8 contains 3514 members 
Mstep: Class 9 contains 370563 members 
Mstep: Class 10 contains 42238 members 
Mstep: Class 11 contains 123156 members 
Mstep: Class 12 contains 22188 members 
Mstep: Class 13 contains 84158 members 
Mstep: Class 14 contains 95139 members 
Mstep: Class 15 contains 255541 members 
Mstep: Class 16 contains 5383 members 
Mstep: Class 17 contains 23138 members 
Mstep: Class 18 contains 133547 members 
Mstep: Class 19 contains 77102 members 
Mstep: Class 20 contains 88697 members 
Mstep: Class 21 contains 56386 members 
Mstep: Class 23 contains 12442 members 
Entering Unmasked Estep 
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Iteration 11Q: 23 clusters Score -2.255872e+08 nChanged 76716
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 194123 members 
Mstep: Class 2 contains 15320 members 
Mstep: Class 3 contains 85309 members 
Mstep: Class 4 contains 74033 members 
Mstep: Class 5 contains 209611 members 
Mstep: Class 6 contains 18278 members 
Mstep: Class 7 contains 6544 members 
Mstep: Class 8 contains 3218 members 
Mstep: Class 9 contains 379342 members 
Mstep: Class 10 contains 40474 members 
Mstep: Class 11 contains 122547 members 
Mstep: Class 12 contains 22602 members 
Mstep: Class 13 contains 76590 members 
Mstep: Class 14 contains 97377 members 
Mstep: Class 15 contains 259184 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 25258 members 
Mstep: Class 18 contains 139199 members 
Mstep: Class 19 contains 88094 members 
Mstep: Class 20 contains 87053 members 
Mstep: Class 21 contains 51347 members 
Mstep: Class 23 contains 10550 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -2.255811e+08 nChanged 65973
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 198249 members 
Mstep: Class 2 contains 15879 members 
Mstep: Class 3 contains 86693 members 
Mstep: Class 4 contains 63518 members 
Mstep: Class 5 contains 201670 members 
Mstep: Class 6 contains 15330 members 
Mstep: Class 7 contains 7564 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 384868 members 
Mstep: Class 10 contains 39024 members 
Mstep: Class 11 contains 123239 members 
Mstep: Class 12 contains 22938 members 
Mstep: Class 13 contains 69012 members 
Mstep: Class 14 contains 99773 members 
Mstep: Class 15 contains 261295 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 27529 members 
Mstep: Class 18 contains 144333 members 
Mstep: Class 19 contains 98794 members 
Mstep: Class 20 contains 84994 members 
Mstep: Class 21 contains 47566 members 
Mstep: Class 23 contains 9245 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -2.255794e+08 nChanged 57896
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 201413 members 
Mstep: Class 2 contains 16418 members 
Mstep: Class 3 contains 88283 members 
Mstep: Class 4 contains 55063 members 
Mstep: Class 5 contains 194081 members 
Mstep: Class 6 contains 13264 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 387458 members 
Mstep: Class 10 contains 37689 members 
Mstep: Class 11 contains 124719 members 
Mstep: Class 12 contains 23271 members 
Mstep: Class 13 contains 62072 members 
Mstep: Class 14 contains 102192 members 
Mstep: Class 15 contains 262002 members 
Mstep: Class 16 contains 9731 members 
Mstep: Class 17 contains 29909 members 
Mstep: Class 18 contains 148983 members 
Mstep: Class 19 contains 109280 members 
Mstep: Class 20 contains 82716 members 
Mstep: Class 21 contains 44650 members 
Mstep: Class 23 contains 8322 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -2.255841e+08 nChanged 52289
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 204116 members 
Mstep: Class 2 contains 16922 members 
Mstep: Class 3 contains 89960 members 
Mstep: Class 4 contains 48175 members 
Mstep: Class 5 contains 186530 members 
Mstep: Class 6 contains 11836 members 
Mstep: Class 7 contains 9566 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 387746 members 
Mstep: Class 10 contains 36332 members 
Mstep: Class 11 contains 126976 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 13 contains 56201 members 
Mstep: Class 14 contains 104675 members 
Mstep: Class 15 contains 261505 members 
Mstep: Class 16 contains 10663 members 
Mstep: Class 17 contains 32338 members 
Mstep: Class 18 contains 153243 members 
Mstep: Class 19 contains 119177 members 
Mstep: Class 20 contains 80513 members 
Mstep: Class 21 contains 42315 members 
Mstep: Class 23 contains 7681 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -2.255925e+08 nChanged 47392
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 206720 members 
Mstep: Class 2 contains 17453 members 
Mstep: Class 3 contains 91616 members 
Mstep: Class 4 contains 42500 members 
Mstep: Class 5 contains 179087 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 10429 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 386518 members 
Mstep: Class 10 contains 34990 members 
Mstep: Class 11 contains 129704 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 51624 members 
Mstep: Class 14 contains 107088 members 
Mstep: Class 15 contains 259948 members 
Mstep: Class 16 contains 11432 members 
Mstep: Class 17 contains 34820 members 
Mstep: Class 18 contains 157233 members 
Mstep: Class 19 contains 127878 members 
Mstep: Class 20 contains 78554 members 
Mstep: Class 21 contains 40371 members 
Mstep: Class 23 contains 7178 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -2.256018e+08 nChanged 43342
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 209251 members 
Mstep: Class 2 contains 18014 members 
Mstep: Class 3 contains 93335 members 
Mstep: Class 4 contains 37952 members 
Mstep: Class 5 contains 171516 members 
Mstep: Class 6 contains 10452 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 383988 members 
Mstep: Class 10 contains 33738 members 
Mstep: Class 11 contains 132629 members 
Mstep: Class 12 contains 24656 members 
Mstep: Class 13 contains 48357 members 
Mstep: Class 14 contains 109536 members 
Mstep: Class 15 contains 257372 members 
Mstep: Class 16 contains 12154 members 
Mstep: Class 17 contains 37373 members 
Mstep: Class 18 contains 161137 members 
Mstep: Class 19 contains 135214 members 
Mstep: Class 20 contains 76894 members 
Mstep: Class 21 contains 38646 members 
Mstep: Class 23 contains 6781 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -2.256137e+08 nChanged 40026
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 211676 members 
Mstep: Class 2 contains 18548 members 
Mstep: Class 3 contains 94997 members 
Mstep: Class 4 contains 34155 members 
Mstep: Class 5 contains 163932 members 
Mstep: Class 6 contains 10420 members 
Mstep: Class 7 contains 11935 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 380521 members 
Mstep: Class 10 contains 32723 members 
Mstep: Class 11 contains 135795 members 
Mstep: Class 12 contains 25248 members 
Mstep: Class 13 contains 46225 members 
Mstep: Class 14 contains 112051 members 
Mstep: Class 15 contains 254115 members 
Mstep: Class 16 contains 12785 members 
Mstep: Class 17 contains 39986 members 
Mstep: Class 18 contains 165084 members 
Mstep: Class 19 contains 141077 members 
Mstep: Class 20 contains 75295 members 
Mstep: Class 21 contains 37178 members 
Mstep: Class 23 contains 6456 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 18Q: 23 clusters Score -2.256252e+08 nChanged 36916
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 214155 members 
Mstep: Class 2 contains 19077 members 
Mstep: Class 3 contains 96577 members 
Mstep: Class 4 contains 31064 members 
Mstep: Class 5 contains 156346 members 
Mstep: Class 6 contains 10630 members 
Mstep: Class 7 contains 12629 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 376414 members 
Mstep: Class 10 contains 31839 members 
Mstep: Class 11 contains 138968 members 
Mstep: Class 12 contains 25797 members 
Mstep: Class 13 contains 44712 members 
Mstep: Class 14 contains 114671 members 
Mstep: Class 15 contains 250461 members 
Mstep: Class 16 contains 13368 members 
Mstep: Class 17 contains 42674 members 
Mstep: Class 18 contains 168992 members 
Mstep: Class 19 contains 145837 members 
Mstep: Class 20 contains 73868 members 
Mstep: Class 21 contains 35841 members 
Mstep: Class 23 contains 6281 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -2.256371e+08 nChanged 34856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 216592 members 
Mstep: Class 2 contains 19549 members 
Mstep: Class 3 contains 97990 members 
Mstep: Class 4 contains 28571 members 
Mstep: Class 5 contains 148921 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 372011 members 
Mstep: Class 10 contains 31135 members 
Mstep: Class 11 contains 142225 members 
Mstep: Class 12 contains 26326 members 
Mstep: Class 13 contains 43679 members 
Mstep: Class 14 contains 117390 members 
Mstep: Class 15 contains 246454 members 
Mstep: Class 16 contains 13946 members 
Mstep: Class 17 contains 45236 members 
Mstep: Class 18 contains 172818 members 
Mstep: Class 19 contains 149813 members 
Mstep: Class 20 contains 72564 members 
Mstep: Class 21 contains 34567 members 
Mstep: Class 23 contains 6141 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -2.256527e+08 nChanged 34473
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 218910 members 
Mstep: Class 2 contains 20070 members 
Mstep: Class 3 contains 99222 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 141423 members 
Mstep: Class 6 contains 11959 members 
Mstep: Class 7 contains 13967 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 367414 members 
Mstep: Class 10 contains 30413 members 
Mstep: Class 11 contains 145131 members 
Mstep: Class 12 contains 26805 members 
Mstep: Class 13 contains 42912 members 
Mstep: Class 14 contains 120162 members 
Mstep: Class 15 contains 241862 members 
Mstep: Class 16 contains 14783 members 
Mstep: Class 17 contains 48155 members 
Mstep: Class 18 contains 176470 members 
Mstep: Class 19 contains 153327 members 
Mstep: Class 20 contains 71362 members 
Mstep: Class 21 contains 33692 members 
Mstep: Class 23 contains 6050 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -2.256683e+08 nChanged 34057
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 221158 members 
Mstep: Class 2 contains 20550 members 
Mstep: Class 3 contains 100224 members 
Mstep: Class 4 contains 24089 members 
Mstep: Class 5 contains 134179 members 
Mstep: Class 6 contains 13021 members 
Mstep: Class 7 contains 14567 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 362897 members 
Mstep: Class 10 contains 29870 members 
Mstep: Class 11 contains 148430 members 
Mstep: Class 12 contains 27250 members 
Mstep: Class 13 contains 42296 members 
Mstep: Class 14 contains 122961 members 
Mstep: Class 15 contains 236975 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 17 contains 51005 members 
Mstep: Class 18 contains 179907 members 
Mstep: Class 19 contains 156427 members 
Mstep: Class 20 contains 70231 members 
Mstep: Class 21 contains 32644 members 
Mstep: Class 23 contains 5991 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -2.256822e+08 nChanged 32069
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 223279 members 
Mstep: Class 2 contains 21013 members 
Mstep: Class 3 contains 101056 members 
Mstep: Class 4 contains 22499 members 
Mstep: Class 5 contains 127176 members 
Mstep: Class 6 contains 14175 members 
Mstep: Class 7 contains 15108 members 
Mstep: Class 8 contains 2968 members 
Mstep: Class 9 contains 358556 members 
Mstep: Class 10 contains 29399 members 
Mstep: Class 11 contains 151714 members 
Mstep: Class 12 contains 27608 members 
Mstep: Class 13 contains 41846 members 
Mstep: Class 14 contains 125785 members 
Mstep: Class 15 contains 232139 members 
Mstep: Class 16 contains 16231 members 
Mstep: Class 17 contains 53813 members 
Mstep: Class 18 contains 182983 members 
Mstep: Class 19 contains 159057 members 
Mstep: Class 20 contains 69144 members 
Mstep: Class 21 contains 31635 members 
Mstep: Class 23 contains 5984 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -2.256965e+08 nChanged 30452
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 225158 members 
Mstep: Class 2 contains 21457 members 
Mstep: Class 3 contains 101742 members 
Mstep: Class 4 contains 21122 members 
Mstep: Class 5 contains 120593 members 
Mstep: Class 6 contains 15308 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 354771 members 
Mstep: Class 10 contains 29023 members 
Mstep: Class 11 contains 155123 members 
Mstep: Class 12 contains 27924 members 
Mstep: Class 13 contains 41476 members 
Mstep: Class 14 contains 128636 members 
Mstep: Class 15 contains 227134 members 
Mstep: Class 16 contains 16884 members 
Mstep: Class 17 contains 56548 members 
Mstep: Class 18 contains 185506 members 
Mstep: Class 19 contains 161425 members 
Mstep: Class 20 contains 68096 members 
Mstep: Class 21 contains 30640 members 
Mstep: Class 23 contains 6008 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -2.257078e+08 nChanged 28775
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226777 members 
Mstep: Class 2 contains 21910 members 
Mstep: Class 3 contains 102284 members 
Mstep: Class 4 contains 19938 members 
Mstep: Class 5 contains 114312 members 
Mstep: Class 6 contains 16335 members 
Mstep: Class 7 contains 16049 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 351482 members 
Mstep: Class 10 contains 28705 members 
Mstep: Class 11 contains 158642 members 
Mstep: Class 12 contains 28191 members 
Mstep: Class 13 contains 41210 members 
Mstep: Class 14 contains 131528 members 
Mstep: Class 15 contains 222174 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 59228 members 
Mstep: Class 18 contains 187398 members 
Mstep: Class 19 contains 163629 members 
Mstep: Class 20 contains 67190 members 
Mstep: Class 21 contains 29725 members 
Mstep: Class 23 contains 6045 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -2.25718e+08 nChanged 27199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 228232 members 
Mstep: Class 2 contains 22414 members 
Mstep: Class 3 contains 102651 members 
Mstep: Class 4 contains 18821 members 
Mstep: Class 5 contains 108411 members 
Mstep: Class 6 contains 17238 members 
Mstep: Class 7 contains 16442 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 348579 members 
Mstep: Class 10 contains 28441 members 
Mstep: Class 11 contains 162158 members 
Mstep: Class 12 contains 28415 members 
Mstep: Class 13 contains 40968 members 
Mstep: Class 14 contains 134480 members 
Mstep: Class 15 contains 217403 members 
Mstep: Class 16 contains 18010 members 
Mstep: Class 17 contains 61954 members 
Mstep: Class 18 contains 188653 members 
Mstep: Class 19 contains 165645 members 
Mstep: Class 20 contains 66354 members 
Mstep: Class 21 contains 28807 members 
Mstep: Class 23 contains 6119 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -2.257255e+08 nChanged 25465
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 229479 members 
Mstep: Class 2 contains 22895 members 
Mstep: Class 3 contains 102920 members 
Mstep: Class 4 contains 17768 members 
Mstep: Class 5 contains 102946 members 
Mstep: Class 6 contains 18029 members 
Mstep: Class 7 contains 16793 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 345995 members 
Mstep: Class 10 contains 28248 members 
Mstep: Class 11 contains 165672 members 
Mstep: Class 12 contains 28604 members 
Mstep: Class 13 contains 40789 members 
Mstep: Class 14 contains 137428 members 
Mstep: Class 15 contains 212861 members 
Mstep: Class 16 contains 18604 members 
Mstep: Class 17 contains 64557 members 
Mstep: Class 18 contains 189367 members 
Mstep: Class 19 contains 167408 members 
Mstep: Class 20 contains 65609 members 
Mstep: Class 21 contains 28017 members 
Mstep: Class 23 contains 6206 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -2.257341e+08 nChanged 23948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 230384 members 
Mstep: Class 2 contains 23360 members 
Mstep: Class 3 contains 103044 members 
Mstep: Class 4 contains 16726 members 
Mstep: Class 5 contains 97988 members 
Mstep: Class 6 contains 18728 members 
Mstep: Class 7 contains 17121 members 
Mstep: Class 8 contains 2972 members 
Mstep: Class 9 contains 343736 members 
Mstep: Class 10 contains 28102 members 
Mstep: Class 11 contains 169246 members 
Mstep: Class 12 contains 28789 members 
Mstep: Class 13 contains 40634 members 
Mstep: Class 14 contains 140319 members 
Mstep: Class 15 contains 208633 members 
Mstep: Class 16 contains 19177 members 
Mstep: Class 17 contains 67082 members 
Mstep: Class 18 contains 189599 members 
Mstep: Class 19 contains 168926 members 
Mstep: Class 20 contains 64985 members 
Mstep: Class 21 contains 27337 members 
Mstep: Class 23 contains 6280 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -2.25741e+08 nChanged 22659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 231038 members 
Mstep: Class 2 contains 23792 members 
Mstep: Class 3 contains 103077 members 
Mstep: Class 4 contains 15731 members 
Mstep: Class 5 contains 93513 members 
Mstep: Class 6 contains 19337 members 
Mstep: Class 7 contains 17429 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 341729 members 
Mstep: Class 10 contains 27958 members 
Mstep: Class 11 contains 172770 members 
Mstep: Class 12 contains 28940 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 143174 members 
Mstep: Class 15 contains 204736 members 
Mstep: Class 16 contains 19737 members 
Mstep: Class 17 contains 69612 members 
Mstep: Class 18 contains 189339 members 
Mstep: Class 19 contains 170294 members 
Mstep: Class 20 contains 64440 members 
Mstep: Class 21 contains 26712 members 
Mstep: Class 23 contains 6351 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -2.257476e+08 nChanged 21130
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 231419 members 
Mstep: Class 2 contains 24165 members 
Mstep: Class 3 contains 103015 members 
Mstep: Class 4 contains 14843 members 
Mstep: Class 5 contains 89498 members 
Mstep: Class 6 contains 19835 members 
Mstep: Class 7 contains 17712 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 339840 members 
Mstep: Class 10 contains 27818 members 
Mstep: Class 11 contains 176335 members 
Mstep: Class 12 contains 29043 members 
Mstep: Class 13 contains 40358 members 
Mstep: Class 14 contains 145970 members 
Mstep: Class 15 contains 201311 members 
Mstep: Class 16 contains 20271 members 
Mstep: Class 17 contains 72127 members 
Mstep: Class 18 contains 188615 members 
Mstep: Class 19 contains 171477 members 
Mstep: Class 20 contains 63964 members 
Mstep: Class 21 contains 26164 members 
Mstep: Class 23 contains 6414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225752992.000000 Penalty: 79195.101562
Iteration 30Q: 23 clusters Score -2.25753e+08 nChanged 19682
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 231530 members 
Mstep: Class 2 contains 24499 members 
Mstep: Class 3 contains 102885 members 
Mstep: Class 4 contains 14187 members 
Mstep: Class 5 contains 85923 members 
Mstep: Class 6 contains 20285 members 
Mstep: Class 7 contains 17958 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 338219 members 
Mstep: Class 10 contains 27697 members 
Mstep: Class 11 contains 179755 members 
Mstep: Class 12 contains 29125 members 
Mstep: Class 13 contains 40267 members 
Mstep: Class 14 contains 148800 members 
Mstep: Class 15 contains 198302 members 
Mstep: Class 16 contains 20730 members 
Mstep: Class 17 contains 74406 members 
Mstep: Class 18 contains 187493 members 
Mstep: Class 19 contains 172473 members 
Mstep: Class 20 contains 63517 members 
Mstep: Class 21 contains 25689 members 
Mstep: Class 23 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225757184.000000 Penalty: 79195.101562
Iteration 31Q: 23 clusters Score -2.257572e+08 nChanged 18194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 231260 members 
Mstep: Class 2 contains 24774 members 
Mstep: Class 3 contains 102742 members 
Mstep: Class 4 contains 13734 members 
Mstep: Class 5 contains 82694 members 
Mstep: Class 6 contains 20695 members 
Mstep: Class 7 contains 18173 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 336747 members 
Mstep: Class 10 contains 27543 members 
Mstep: Class 11 contains 183141 members 
Mstep: Class 12 contains 29207 members 
Mstep: Class 13 contains 40172 members 
Mstep: Class 14 contains 151784 members 
Mstep: Class 15 contains 195684 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 76422 members 
Mstep: Class 18 contains 186136 members 
Mstep: Class 19 contains 173300 members 
Mstep: Class 20 contains 63122 members 
Mstep: Class 21 contains 25256 members 
Mstep: Class 23 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225760592.000000 Penalty: 79195.101562
Iteration 32Q: 23 clusters Score -2.257606e+08 nChanged 16685
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 230795 members 
Mstep: Class 2 contains 25027 members 
Mstep: Class 3 contains 102608 members 
Mstep: Class 4 contains 13360 members 
Mstep: Class 5 contains 79790 members 
Mstep: Class 6 contains 21032 members 
Mstep: Class 7 contains 18388 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 335461 members 
Mstep: Class 10 contains 27390 members 
Mstep: Class 11 contains 186468 members 
Mstep: Class 12 contains 29292 members 
Mstep: Class 13 contains 40088 members 
Mstep: Class 14 contains 154700 members 
Mstep: Class 15 contains 193483 members 
Mstep: Class 16 contains 21408 members 
Mstep: Class 17 contains 78187 members 
Mstep: Class 18 contains 184643 members 
Mstep: Class 19 contains 173850 members 
Mstep: Class 20 contains 62760 members 
Mstep: Class 21 contains 24909 members 
Mstep: Class 23 contains 6553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225762880.000000 Penalty: 79195.101562
Iteration 33Q: 23 clusters Score -2.257629e+08 nChanged 15390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 230252 members 
Mstep: Class 2 contains 25231 members 
Mstep: Class 3 contains 102384 members 
Mstep: Class 4 contains 13071 members 
Mstep: Class 5 contains 77256 members 
Mstep: Class 6 contains 21325 members 
Mstep: Class 7 contains 18593 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 334229 members 
Mstep: Class 10 contains 27228 members 
Mstep: Class 11 contains 189663 members 
Mstep: Class 12 contains 29355 members 
Mstep: Class 13 contains 40021 members 
Mstep: Class 14 contains 157472 members 
Mstep: Class 15 contains 191536 members 
Mstep: Class 16 contains 21744 members 
Mstep: Class 17 contains 79750 members 
Mstep: Class 18 contains 183143 members 
Mstep: Class 19 contains 174221 members 
Mstep: Class 20 contains 62522 members 
Mstep: Class 21 contains 24614 members 
Mstep: Class 23 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225765312.000000 Penalty: 79195.101562
Iteration 34Q: 23 clusters Score -2.257653e+08 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 229565 members 
Mstep: Class 2 contains 25395 members 
Mstep: Class 3 contains 102100 members 
Mstep: Class 4 contains 12876 members 
Mstep: Class 5 contains 75009 members 
Mstep: Class 6 contains 21581 members 
Mstep: Class 7 contains 18750 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 333052 members 
Mstep: Class 10 contains 27077 members 
Mstep: Class 11 contains 192756 members 
Mstep: Class 12 contains 29408 members 
Mstep: Class 13 contains 39956 members 
Mstep: Class 14 contains 160200 members 
Mstep: Class 15 contains 189914 members 
Mstep: Class 16 contains 22095 members 
Mstep: Class 17 contains 81051 members 
Mstep: Class 18 contains 181648 members 
Mstep: Class 19 contains 174436 members 
Mstep: Class 20 contains 62293 members 
Mstep: Class 21 contains 24413 members 
Mstep: Class 23 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225767600.000000 Penalty: 79195.101562
Iteration 35Q: 23 clusters Score -2.257676e+08 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 228835 members 
Mstep: Class 2 contains 25506 members 
Mstep: Class 3 contains 101849 members 
Mstep: Class 4 contains 12764 members 
Mstep: Class 5 contains 73038 members 
Mstep: Class 6 contains 21758 members 
Mstep: Class 7 contains 18889 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 331965 members 
Mstep: Class 10 contains 26925 members 
Mstep: Class 11 contains 195816 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 39875 members 
Mstep: Class 14 contains 162776 members 
Mstep: Class 15 contains 188478 members 
Mstep: Class 16 contains 22460 members 
Mstep: Class 17 contains 82150 members 
Mstep: Class 18 contains 180105 members 
Mstep: Class 19 contains 174575 members 
Mstep: Class 20 contains 62086 members 
Mstep: Class 21 contains 24258 members 
Mstep: Class 23 contains 6623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225770080.000000 Penalty: 79195.101562
Iteration 36Q: 23 clusters Score -2.257701e+08 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 228105 members 
Mstep: Class 2 contains 25566 members 
Mstep: Class 3 contains 101559 members 
Mstep: Class 4 contains 12694 members 
Mstep: Class 5 contains 71233 members 
Mstep: Class 6 contains 21919 members 
Mstep: Class 7 contains 18998 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 330987 members 
Mstep: Class 10 contains 26802 members 
Mstep: Class 11 contains 198855 members 
Mstep: Class 12 contains 29480 members 
Mstep: Class 13 contains 39799 members 
Mstep: Class 14 contains 165209 members 
Mstep: Class 15 contains 187283 members 
Mstep: Class 16 contains 22805 members 
Mstep: Class 17 contains 83081 members 
Mstep: Class 18 contains 178564 members 
Mstep: Class 19 contains 174606 members 
Mstep: Class 20 contains 61892 members 
Mstep: Class 21 contains 24124 members 
Mstep: Class 23 contains 6629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225771280.000000 Penalty: 79195.101562
Iteration 37Q: 23 clusters Score -2.257713e+08 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 227340 members 
Mstep: Class 2 contains 25624 members 
Mstep: Class 3 contains 101266 members 
Mstep: Class 4 contains 12630 members 
Mstep: Class 5 contains 69718 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 19094 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 329954 members 
Mstep: Class 10 contains 26669 members 
Mstep: Class 11 contains 201818 members 
Mstep: Class 12 contains 29501 members 
Mstep: Class 13 contains 39728 members 
Mstep: Class 14 contains 167462 members 
Mstep: Class 15 contains 186322 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 83885 members 
Mstep: Class 18 contains 177144 members 
Mstep: Class 19 contains 174502 members 
Mstep: Class 20 contains 61711 members 
Mstep: Class 21 contains 24010 members 
Mstep: Class 23 contains 6644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225772816.000000 Penalty: 79195.101562
Iteration 38Q: 23 clusters Score -2.257728e+08 nChanged 10476
Entering ConstructFrom: 
Score: -225772816.000000 Penalty: 79195.101562
Entering ConstructFrom: 
Trying to split cluster 1 (226597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226597 members 
Entering Unmasked Estep 
Score: -26623490.000000 Penalty: 3058.070312
	Iteration 0F: 2 clusters Score -2.662349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 113238 members 
Entering Unmasked Estep 
Score: -26490992.000000 Penalty: 6116.140625
	Iteration 0F: 3 clusters Score -2.649099e+07 nChanged 109062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116687 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -26556332.000000 Penalty: 6116.140625
	Iteration 1F: 3 clusters Score -2.655633e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -26559258.000000 Penalty: 6116.140625
	Iteration 2Q: 3 clusters Score -2.655926e+07 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122354 members 
Mstep: Class 2 contains 104243 members 
Entering Unmasked Estep 
Score: -26562646.000000 Penalty: 6116.140625
	Iteration 3Q: 3 clusters Score -2.656265e+07 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127047 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -26567060.000000 Penalty: 6116.140625
	Iteration 4F: 3 clusters Score -2.656706e+07 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132957 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -26572906.000000 Penalty: 6116.140625
	Iteration 5F: 3 clusters Score -2.657291e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 86549 members 
Entering Unmasked Estep 
Score: -26578804.000000 Penalty: 6116.140625
	Iteration 6F: 3 clusters Score -2.65788e+07 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148399 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -26585206.000000 Penalty: 6116.140625
	Iteration 7F: 3 clusters Score -2.658521e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157926 members 
Mstep: Class 2 contains 68671 members 
Entering Unmasked Estep 
Score: -26591528.000000 Penalty: 6116.140625
	Iteration 8F: 3 clusters Score -2.659153e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169006 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -26597266.000000 Penalty: 6116.140625
	Iteration 9F: 3 clusters Score -2.659727e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -26602246.000000 Penalty: 6116.140625
	Iteration 10F: 3 clusters Score -2.660225e+07 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194592 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -26606948.000000 Penalty: 6116.140625
	Iteration 11F: 3 clusters Score -2.660695e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205599 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -26611936.000000 Penalty: 6116.140625
	Iteration 12Q: 3 clusters Score -2.661194e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213700 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -26615530.000000 Penalty: 6116.140625
	Iteration 13Q: 3 clusters Score -2.661553e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218929 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -26617778.000000 Penalty: 6116.140625
	Iteration 14Q: 3 clusters Score -2.661778e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221876 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -26619266.000000 Penalty: 6116.140625
	Iteration 15Q: 3 clusters Score -2.661927e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223356 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -26620224.000000 Penalty: 6116.140625
	Iteration 16Q: 3 clusters Score -2.662022e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224097 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -26620684.000000 Penalty: 6116.140625
	Iteration 17Q: 3 clusters Score -2.662068e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224473 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -26620966.000000 Penalty: 6116.140625
	Iteration 18Q: 3 clusters Score -2.662097e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224696 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -26621172.000000 Penalty: 6116.140625
	Iteration 19Q: 3 clusters Score -2.662117e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224834 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -26621278.000000 Penalty: 6116.140625
	Iteration 20F: 3 clusters Score -2.662128e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224915 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -26621382.000000 Penalty: 6116.140625
	Iteration 21Q: 3 clusters Score -2.662138e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224948 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -26621476.000000 Penalty: 6116.140625
	Iteration 22Q: 3 clusters Score -2.662148e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224957 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -26621496.000000 Penalty: 6116.140625
	Iteration 23Q: 3 clusters Score -2.66215e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224949 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -26621520.000000 Penalty: 6116.140625
	Iteration 24Q: 3 clusters Score -2.662152e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224954 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -26621562.000000 Penalty: 6116.140625
	Iteration 25Q: 3 clusters Score -2.662156e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224950 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -26621632.000000 Penalty: 6116.140625
	Iteration 26Q: 3 clusters Score -2.662163e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224947 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -26621640.000000 Penalty: 6116.140625
	Iteration 27Q: 3 clusters Score -2.662164e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224935 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -26621662.000000 Penalty: 6116.140625
	Iteration 28Q: 3 clusters Score -2.662166e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224928 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -26621694.000000 Penalty: 6116.140625
	Iteration 29Q: 3 clusters Score -2.662169e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224917 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -26621712.000000 Penalty: 6116.140625
	Iteration 30Q: 3 clusters Score -2.662171e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224911 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -26621720.000000 Penalty: 6116.140625
	Iteration 31Q: 3 clusters Score -2.662172e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224908 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -26621740.000000 Penalty: 6116.140625
	Iteration 32Q: 3 clusters Score -2.662174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224899 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -26621720.000000 Penalty: 6116.140625
	Iteration 33Q: 3 clusters Score -2.662172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224892 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -26621724.000000 Penalty: 6116.140625
	Iteration 34Q: 3 clusters Score -2.662172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224883 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -26621694.000000 Penalty: 6116.140625
	Iteration 35Q: 3 clusters Score -2.662169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224874 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -26621718.000000 Penalty: 6116.140625
	Iteration 36Q: 3 clusters Score -2.662172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224863 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -26621736.000000 Penalty: 6116.140625
	Iteration 37Q: 3 clusters Score -2.662174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224855 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26621756.000000 Penalty: 6116.140625
	Iteration 38Q: 3 clusters Score -2.662176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224849 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -26621744.000000 Penalty: 6116.140625
	Iteration 39Q: 3 clusters Score -2.662174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -26621736.000000 Penalty: 6116.140625
	Iteration 40F: 3 clusters Score -2.662174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224835 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -26621724.000000 Penalty: 6116.140625
	Iteration 41Q: 3 clusters Score -2.662172e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224830 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -26621762.000000 Penalty: 6116.140625
	Iteration 42Q: 3 clusters Score -2.662176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224831 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -26621764.000000 Penalty: 6116.140625
	Iteration 43Q: 3 clusters Score -2.662176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224836 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -26621770.000000 Penalty: 6116.140625
	Iteration 44Q: 3 clusters Score -2.662177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224838 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -26621790.000000 Penalty: 6116.140625
	Iteration 45Q: 3 clusters Score -2.662179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224841 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -26621826.000000 Penalty: 6116.140625
	Iteration 46Q: 3 clusters Score -2.662183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224841 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -26621802.000000 Penalty: 6116.140625
	Iteration 47Q: 3 clusters Score -2.66218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224841 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -26621804.000000 Penalty: 6116.140625
	Iteration 48Q: 3 clusters Score -2.66218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224842 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -26621810.000000 Penalty: 6116.140625
	Iteration 49Q: 3 clusters Score -2.662181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224843 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -26621788.000000 Penalty: 6116.140625
	Iteration 50Q: 3 clusters Score -2.662179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224846 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -26621826.000000 Penalty: 6116.140625
	Iteration 51Q: 3 clusters Score -2.662183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -26621814.000000 Penalty: 6116.140625
	Iteration 52Q: 3 clusters Score -2.662181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224845 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -26621820.000000 Penalty: 6116.140625
	Iteration 53Q: 3 clusters Score -2.662182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224840 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -26621810.000000 Penalty: 6116.140625
	Iteration 54Q: 3 clusters Score -2.662181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224839 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -26621792.000000 Penalty: 6116.140625
	Iteration 55Q: 3 clusters Score -2.662179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224840 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -26621800.000000 Penalty: 6116.140625
	Iteration 56Q: 3 clusters Score -2.66218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224835 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -26621786.000000 Penalty: 6116.140625
	Iteration 57Q: 3 clusters Score -2.662179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224833 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -26621798.000000 Penalty: 6116.140625
	Iteration 58Q: 3 clusters Score -2.66218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224832 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26621816.000000 Penalty: 6116.140625
	Iteration 59Q: 3 clusters Score -2.662182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224832 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -26621830.000000 Penalty: 6116.140625
	Iteration 60F: 3 clusters Score -2.662183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224831 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -26621838.000000 Penalty: 6116.140625
	Iteration 61Q: 3 clusters Score -2.662184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224830 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -26621834.000000 Penalty: 6116.140625
	Iteration 62Q: 3 clusters Score -2.662183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224830 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -26621834.000000 Penalty: 6116.140625
	Iteration 63F: 3 clusters Score -2.662183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Entering Unmasked Estep 
Score: -3061385.250000 Penalty: 2518.214600
	Iteration 0F: 2 clusters Score -3061385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3043580.000000 Penalty: 5036.429199
	Iteration 0F: 3 clusters Score -3043580 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3049981.750000 Penalty: 5036.429199
	Iteration 1F: 3 clusters Score -3049982 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3050553.000000 Penalty: 5036.429199
	Iteration 2F: 3 clusters Score -3050553 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3051138.250000 Penalty: 5036.429199
	Iteration 3F: 3 clusters Score -3051138 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3051835.500000 Penalty: 5036.429199
	Iteration 4F: 3 clusters Score -3051836 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3052777.250000 Penalty: 5036.429199
	Iteration 5F: 3 clusters Score -3052777 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3054116.500000 Penalty: 5036.429199
	Iteration 6F: 3 clusters Score -3054116 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3055860.000000 Penalty: 5036.429199
	Iteration 7F: 3 clusters Score -3055860 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3057767.000000 Penalty: 5036.429199
	Iteration 8F: 3 clusters Score -3057767 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -3059190.750000 Penalty: 5036.429199
	Iteration 9F: 3 clusters Score -3059191 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -3060179.500000 Penalty: 5036.429199
	Iteration 10Q: 3 clusters Score -3060180 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3060703.750000 Penalty: 5036.429199
	Iteration 11Q: 3 clusters Score -3060704 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3061009.000000 Penalty: 5036.429199
	Iteration 12Q: 3 clusters Score -3061009 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3061136.500000 Penalty: 5036.429199
	Iteration 13Q: 3 clusters Score -3061136 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3061221.250000 Penalty: 5036.429199
	Iteration 14Q: 3 clusters Score -3061221 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3061270.750000 Penalty: 5036.429199
	Iteration 15Q: 3 clusters Score -3061271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3061295.750000 Penalty: 5036.429199
	Iteration 16Q: 3 clusters Score -3061296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3061300.500000 Penalty: 5036.429199
	Iteration 17Q: 3 clusters Score -3061300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3061306.000000 Penalty: 5036.429199
	Iteration 18Q: 3 clusters Score -3061306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -3061313.500000 Penalty: 5036.429199
	Iteration 19Q: 3 clusters Score -3061314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3061319.250000 Penalty: 5036.429199
	Iteration 20F: 3 clusters Score -3061319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -3061325.500000 Penalty: 5036.429199
	Iteration 21Q: 3 clusters Score -3061326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3061322.500000 Penalty: 5036.429199
	Iteration 22Q: 3 clusters Score -3061322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -3061324.250000 Penalty: 5036.429199
	Iteration 23Q: 3 clusters Score -3061324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3061323.500000 Penalty: 5036.429199
	Iteration 24Q: 3 clusters Score -3061324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -3061323.500000 Penalty: 5036.429199
	Iteration 25Q: 3 clusters Score -3061324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3061323.250000 Penalty: 5036.429199
	Iteration 26Q: 3 clusters Score -3061323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3061321.750000 Penalty: 5036.429199
	Iteration 27Q: 3 clusters Score -3061322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3061322.000000 Penalty: 5036.429199
	Iteration 28Q: 3 clusters Score -3061322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3061321.000000 Penalty: 5036.429199
	Iteration 29Q: 3 clusters Score -3061321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3061322.750000 Penalty: 5036.429199
	Iteration 30Q: 3 clusters Score -3061323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3061321.250000 Penalty: 5036.429199
	Iteration 31Q: 3 clusters Score -3061321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3061325.250000 Penalty: 5036.429199
	Iteration 32Q: 3 clusters Score -3061325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3061323.250000 Penalty: 5036.429199
	Iteration 33Q: 3 clusters Score -3061323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3061323.500000 Penalty: 5036.429199
	Iteration 34Q: 3 clusters Score -3061324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3061325.250000 Penalty: 5036.429199
	Iteration 35Q: 3 clusters Score -3061325 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3061324.500000 Penalty: 5036.429199
	Iteration 36Q: 3 clusters Score -3061324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3061326.750000 Penalty: 5036.429199
	Iteration 37Q: 3 clusters Score -3061327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -3061326.750000 Penalty: 5036.429199
	Iteration 38Q: 3 clusters Score -3061327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3061327.750000 Penalty: 5036.429199
	Iteration 39Q: 3 clusters Score -3061328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -3061331.000000 Penalty: 5036.429199
	Iteration 40F: 3 clusters Score -3061331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3061331.000000 Penalty: 5036.429199
	Iteration 41Q: 3 clusters Score -3061331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3061328.500000 Penalty: 5036.429199
	Iteration 42Q: 3 clusters Score -3061328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3061326.500000 Penalty: 5036.429199
	Iteration 43Q: 3 clusters Score -3061326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3061330.000000 Penalty: 5036.429199
	Iteration 44Q: 3 clusters Score -3061330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3061330.000000 Penalty: 5036.429199
	Iteration 45F: 3 clusters Score -3061330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (101014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Entering Unmasked Estep 
Score: -11841400.000000 Penalty: 2857.707520
	Iteration 0F: 2 clusters Score -1.18414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -11773910.000000 Penalty: 5715.415039
	Iteration 0F: 3 clusters Score -1.177391e+07 nChanged 47724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -11801059.000000 Penalty: 5715.415039
	Iteration 1F: 3 clusters Score -1.180106e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -11802026.000000 Penalty: 5715.415039
	Iteration 2Q: 3 clusters Score -1.180203e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -11803051.000000 Penalty: 5715.415039
	Iteration 3Q: 3 clusters Score -1.180305e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -11804347.000000 Penalty: 5715.415039
	Iteration 4Q: 3 clusters Score -1.180435e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -11806250.000000 Penalty: 5715.415039
	Iteration 5Q: 3 clusters Score -1.180625e+07 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -11809008.000000 Penalty: 5715.415039
	Iteration 6F: 3 clusters Score -1.180901e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -11812610.000000 Penalty: 5715.415039
	Iteration 7F: 3 clusters Score -1.181261e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -11816565.000000 Penalty: 5715.415039
	Iteration 8F: 3 clusters Score -1.181656e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -11820419.000000 Penalty: 5715.415039
	Iteration 9F: 3 clusters Score -1.182042e+07 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 77547 members 
Entering Unmasked Estep 
Score: -11823963.000000 Penalty: 5715.415039
	Iteration 10F: 3 clusters Score -1.182396e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -11827219.000000 Penalty: 5715.415039
	Iteration 11Q: 3 clusters Score -1.182722e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 86586 members 
Entering Unmasked Estep 
Score: -11830353.000000 Penalty: 5715.415039
	Iteration 12Q: 3 clusters Score -1.183035e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11832909.000000 Penalty: 5715.415039
	Iteration 13Q: 3 clusters Score -1.183291e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 93605 members 
Entering Unmasked Estep 
Score: -11835138.000000 Penalty: 5715.415039
	Iteration 14Q: 3 clusters Score -1.183514e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -11836658.000000 Penalty: 5715.415039
	Iteration 15Q: 3 clusters Score -1.183666e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -11837642.000000 Penalty: 5715.415039
	Iteration 16Q: 3 clusters Score -1.183764e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 98454 members 
Entering Unmasked Estep 
Score: -11838196.000000 Penalty: 5715.415039
	Iteration 17Q: 3 clusters Score -1.18382e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -11838583.000000 Penalty: 5715.415039
	Iteration 18Q: 3 clusters Score -1.183858e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -11838835.000000 Penalty: 5715.415039
	Iteration 19Q: 3 clusters Score -1.183884e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -11838945.000000 Penalty: 5715.415039
	Iteration 20F: 3 clusters Score -1.183894e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -11839096.000000 Penalty: 5715.415039
	Iteration 21Q: 3 clusters Score -1.18391e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 99894 members 
Entering Unmasked Estep 
Score: -11839194.000000 Penalty: 5715.415039
	Iteration 22Q: 3 clusters Score -1.183919e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -11839282.000000 Penalty: 5715.415039
	Iteration 23Q: 3 clusters Score -1.183928e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -11839378.000000 Penalty: 5715.415039
	Iteration 24Q: 3 clusters Score -1.183938e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 100038 members 
Entering Unmasked Estep 
Score: -11839433.000000 Penalty: 5715.415039
	Iteration 25Q: 3 clusters Score -1.183943e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -11839463.000000 Penalty: 5715.415039
	Iteration 26Q: 3 clusters Score -1.183946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 100046 members 
Entering Unmasked Estep 
Score: -11839482.000000 Penalty: 5715.415039
	Iteration 27Q: 3 clusters Score -1.183948e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -11839503.000000 Penalty: 5715.415039
	Iteration 28Q: 3 clusters Score -1.18395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 100030 members 
Entering Unmasked Estep 
Score: -11839495.000000 Penalty: 5715.415039
	Iteration 29Q: 3 clusters Score -1.18395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -11839502.000000 Penalty: 5715.415039
	Iteration 30Q: 3 clusters Score -1.18395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -11839517.000000 Penalty: 5715.415039
	Iteration 31Q: 3 clusters Score -1.183952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -11839518.000000 Penalty: 5715.415039
	Iteration 32Q: 3 clusters Score -1.183952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -11839513.000000 Penalty: 5715.415039
	Iteration 33Q: 3 clusters Score -1.183951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -11839508.000000 Penalty: 5715.415039
	Iteration 34Q: 3 clusters Score -1.183951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -11839517.000000 Penalty: 5715.415039
	Iteration 35Q: 3 clusters Score -1.183952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -11839512.000000 Penalty: 5715.415039
	Iteration 36Q: 3 clusters Score -1.183951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 99989 members 
Entering Unmasked Estep 
Score: -11839513.000000 Penalty: 5715.415039
	Iteration 37Q: 3 clusters Score -1.183951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 99986 members 
Entering Unmasked Estep 
Score: -11839521.000000 Penalty: 5715.415039
	Iteration 38Q: 3 clusters Score -1.183952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 99982 members 
Entering Unmasked Estep 
Score: -11839516.000000 Penalty: 5715.415039
	Iteration 39Q: 3 clusters Score -1.183952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 99980 members 
Entering Unmasked Estep 
Score: -11839519.000000 Penalty: 5715.415039
	Iteration 40F: 3 clusters Score -1.183952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 99979 members 
Entering Unmasked Estep 
Score: -11839517.000000 Penalty: 5715.415039
	Iteration 41Q: 3 clusters Score -1.183952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 99978 members 
Entering Unmasked Estep 
Score: -11839527.000000 Penalty: 5715.415039
	Iteration 42Q: 3 clusters Score -1.183953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 99976 members 
Entering Unmasked Estep 
Score: -11839530.000000 Penalty: 5715.415039
	Iteration 43Q: 3 clusters Score -1.183953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -11839525.000000 Penalty: 5715.415039
	Iteration 44Q: 3 clusters Score -1.183952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 99975 members 
Entering Unmasked Estep 
Score: -11839525.000000 Penalty: 5715.415039
	Iteration 45F: 3 clusters Score -1.183952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Entering Unmasked Estep 
Score: -1365476.625000 Penalty: 2341.499756
	Iteration 0F: 2 clusters Score -1365477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1356185.500000 Penalty: 4682.999512
	Iteration 0F: 3 clusters Score -1356186 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1359560.250000 Penalty: 4682.999512
	Iteration 1F: 3 clusters Score -1359560 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1360652.375000 Penalty: 4682.999512
	Iteration 2F: 3 clusters Score -1360652 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1362286.500000 Penalty: 4682.999512
	Iteration 3F: 3 clusters Score -1362286 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1364505.750000 Penalty: 4682.999512
	Iteration 4F: 3 clusters Score -1364506 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1367262.750000 Penalty: 4682.999512
	Iteration 5F: 3 clusters Score -1367263 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1369378.375000 Penalty: 4682.999512
	Iteration 6F: 3 clusters Score -1369378 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1370567.625000 Penalty: 4682.999512
	Iteration 7F: 3 clusters Score -1370568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1371459.375000 Penalty: 4682.999512
	Iteration 8Q: 3 clusters Score -1371459 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1372088.875000 Penalty: 4682.999512
	Iteration 9Q: 3 clusters Score -1372089 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1372398.500000 Penalty: 4682.999512
	Iteration 10Q: 3 clusters Score -1372398 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1372541.000000 Penalty: 4682.999512
	Iteration 11Q: 3 clusters Score -1372541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1372592.125000 Penalty: 4682.999512
	Iteration 12Q: 3 clusters Score -1372592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1372620.625000 Penalty: 4682.999512
	Iteration 13Q: 3 clusters Score -1372621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1372639.750000 Penalty: 4682.999512
	Iteration 14Q: 3 clusters Score -1372640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1372642.750000 Penalty: 4682.999512
	Iteration 15Q: 3 clusters Score -1372643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1372646.250000 Penalty: 4682.999512
	Iteration 16Q: 3 clusters Score -1372646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1372648.000000 Penalty: 4682.999512
	Iteration 17Q: 3 clusters Score -1372648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1372652.625000 Penalty: 4682.999512
	Iteration 18Q: 3 clusters Score -1372653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1372648.125000 Penalty: 4682.999512
	Iteration 19Q: 3 clusters Score -1372648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1372651.000000 Penalty: 4682.999512
	Iteration 20F: 3 clusters Score -1372651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1372652.250000 Penalty: 4682.999512
	Iteration 21Q: 3 clusters Score -1372652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1372653.750000 Penalty: 4682.999512
	Iteration 22Q: 3 clusters Score -1372654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1372653.750000 Penalty: 4682.999512
	Iteration 23F: 3 clusters Score -1372654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 68413 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 329048 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 39676 members 
Mstep: Class 14 contains 169494 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Entering Unmasked Estep 
Score: -225781264.000000 Penalty: 82794.875000
Splitting cluster 4 changes total score from -225772816.000000 to -225781264.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (68413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Entering Unmasked Estep 
Score: -7342372.500000 Penalty: 2761.062744
	Iteration 0F: 2 clusters Score -7342372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -7296470.500000 Penalty: 5522.125488
	Iteration 0F: 3 clusters Score -7296470 nChanged 31820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -7315153.000000 Penalty: 5522.125488
	Iteration 1F: 3 clusters Score -7315153 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -7316937.500000 Penalty: 5522.125488
	Iteration 2F: 3 clusters Score -7316938 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -7319077.000000 Penalty: 5522.125488
	Iteration 3F: 3 clusters Score -7319077 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -7321632.500000 Penalty: 5522.125488
	Iteration 4F: 3 clusters Score -7321632 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -7324312.500000 Penalty: 5522.125488
	Iteration 5F: 3 clusters Score -7324312 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -7326681.500000 Penalty: 5522.125488
	Iteration 6F: 3 clusters Score -7326682 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -7328627.000000 Penalty: 5522.125488
	Iteration 7F: 3 clusters Score -7328627 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7329861.000000 Penalty: 5522.125488
	Iteration 8Q: 3 clusters Score -7329861 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -7330637.000000 Penalty: 5522.125488
	Iteration 9Q: 3 clusters Score -7330637 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -7331231.000000 Penalty: 5522.125488
	Iteration 10Q: 3 clusters Score -7331231 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -7331801.500000 Penalty: 5522.125488
	Iteration 11Q: 3 clusters Score -7331802 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -7332326.000000 Penalty: 5522.125488
	Iteration 12Q: 3 clusters Score -7332326 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -7332896.000000 Penalty: 5522.125488
	Iteration 13Q: 3 clusters Score -7332896 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -7333454.500000 Penalty: 5522.125488
	Iteration 14Q: 3 clusters Score -7333454 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7334080.500000 Penalty: 5522.125488
	Iteration 15Q: 3 clusters Score -7334080 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -7334799.000000 Penalty: 5522.125488
	Iteration 16Q: 3 clusters Score -7334799 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7335526.500000 Penalty: 5522.125488
	Iteration 17Q: 3 clusters Score -7335526 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -7336293.500000 Penalty: 5522.125488
	Iteration 18Q: 3 clusters Score -7336294 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -7337145.000000 Penalty: 5522.125488
	Iteration 19Q: 3 clusters Score -7337145 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -7338023.000000 Penalty: 5522.125488
	Iteration 20F: 3 clusters Score -7338023 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -7338881.500000 Penalty: 5522.125488
	Iteration 21Q: 3 clusters Score -7338882 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -7339666.000000 Penalty: 5522.125488
	Iteration 22Q: 3 clusters Score -7339666 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -7340296.500000 Penalty: 5522.125488
	Iteration 23Q: 3 clusters Score -7340296 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -7340779.500000 Penalty: 5522.125488
	Iteration 24Q: 3 clusters Score -7340780 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -7341191.000000 Penalty: 5522.125488
	Iteration 25Q: 3 clusters Score -7341191 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7341576.000000 Penalty: 5522.125488
	Iteration 26Q: 3 clusters Score -7341576 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -7341875.000000 Penalty: 5522.125488
	Iteration 27Q: 3 clusters Score -7341875 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -7342096.000000 Penalty: 5522.125488
	Iteration 28Q: 3 clusters Score -7342096 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -7342275.500000 Penalty: 5522.125488
	Iteration 29Q: 3 clusters Score -7342276 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -7342438.500000 Penalty: 5522.125488
	Iteration 30Q: 3 clusters Score -7342438 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63129 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -7342596.500000 Penalty: 5522.125488
	Iteration 31Q: 3 clusters Score -7342596 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -7342686.000000 Penalty: 5522.125488
	Iteration 32Q: 3 clusters Score -7342686 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7342755.000000 Penalty: 5522.125488
	Iteration 33Q: 3 clusters Score -7342755 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7342792.000000 Penalty: 5522.125488
	Iteration 34Q: 3 clusters Score -7342792 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63894 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -7342828.500000 Penalty: 5522.125488
	Iteration 35Q: 3 clusters Score -7342828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7342862.000000 Penalty: 5522.125488
	Iteration 36Q: 3 clusters Score -7342862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -7342881.500000 Penalty: 5522.125488
	Iteration 37Q: 3 clusters Score -7342882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7342889.000000 Penalty: 5522.125488
	Iteration 38Q: 3 clusters Score -7342889 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64211 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7342898.500000 Penalty: 5522.125488
	Iteration 39Q: 3 clusters Score -7342898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64271 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7342904.500000 Penalty: 5522.125488
	Iteration 40F: 3 clusters Score -7342904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7342914.500000 Penalty: 5522.125488
	Iteration 41Q: 3 clusters Score -7342914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7342920.500000 Penalty: 5522.125488
	Iteration 42Q: 3 clusters Score -7342920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -7342949.000000 Penalty: 5522.125488
	Iteration 43Q: 3 clusters Score -7342949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7342962.000000 Penalty: 5522.125488
	Iteration 44Q: 3 clusters Score -7342962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64470 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7342978.500000 Penalty: 5522.125488
	Iteration 45Q: 3 clusters Score -7342978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -7342990.000000 Penalty: 5522.125488
	Iteration 46Q: 3 clusters Score -7342990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64516 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7342981.500000 Penalty: 5522.125488
	Iteration 47Q: 3 clusters Score -7342982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -7342990.000000 Penalty: 5522.125488
	Iteration 48Q: 3 clusters Score -7342990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7342982.000000 Penalty: 5522.125488
	Iteration 49Q: 3 clusters Score -7342982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -7342984.000000 Penalty: 5522.125488
	Iteration 50Q: 3 clusters Score -7342984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7342978.000000 Penalty: 5522.125488
	Iteration 51Q: 3 clusters Score -7342978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -7342972.000000 Penalty: 5522.125488
	Iteration 52Q: 3 clusters Score -7342972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7342976.000000 Penalty: 5522.125488
	Iteration 53Q: 3 clusters Score -7342976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -7342983.000000 Penalty: 5522.125488
	Iteration 54Q: 3 clusters Score -7342983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7342979.500000 Penalty: 5522.125488
	Iteration 55Q: 3 clusters Score -7342980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7342989.500000 Penalty: 5522.125488
	Iteration 56Q: 3 clusters Score -7342990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64577 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7342986.000000 Penalty: 5522.125488
	Iteration 57Q: 3 clusters Score -7342986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7342983.500000 Penalty: 5522.125488
	Iteration 58Q: 3 clusters Score -7342984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -7342983.500000 Penalty: 5522.125488
	Iteration 59Q: 3 clusters Score -7342984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7342982.500000 Penalty: 5522.125488
	Iteration 60F: 3 clusters Score -7342982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64595 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7342985.000000 Penalty: 5522.125488
	Iteration 61Q: 3 clusters Score -7342985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7342975.500000 Penalty: 5522.125488
	Iteration 62Q: 3 clusters Score -7342976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -7342979.500000 Penalty: 5522.125488
	Iteration 63Q: 3 clusters Score -7342980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7342986.000000 Penalty: 5522.125488
	Iteration 64Q: 3 clusters Score -7342986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7342988.500000 Penalty: 5522.125488
	Iteration 65Q: 3 clusters Score -7342988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7342988.500000 Penalty: 5522.125488
	Iteration 66Q: 3 clusters Score -7342988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -7342988.500000 Penalty: 5522.125488
	Iteration 67Q: 3 clusters Score -7342988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7342989.500000 Penalty: 5522.125488
	Iteration 68Q: 3 clusters Score -7342990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -7342990.500000 Penalty: 5522.125488
	Iteration 69Q: 3 clusters Score -7342990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -7342985.000000 Penalty: 5522.125488
	Iteration 70Q: 3 clusters Score -7342985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -7342989.000000 Penalty: 5522.125488
	Iteration 71Q: 3 clusters Score -7342989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -7342986.000000 Penalty: 5522.125488
	Iteration 72Q: 3 clusters Score -7342986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7342987.000000 Penalty: 5522.125488
	Iteration 73Q: 3 clusters Score -7342987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64634 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7342986.500000 Penalty: 5522.125488
	Iteration 74Q: 3 clusters Score -7342986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7342990.500000 Penalty: 5522.125488
	Iteration 75Q: 3 clusters Score -7342990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7342996.500000 Penalty: 5522.125488
	Iteration 76Q: 3 clusters Score -7342996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -7342996.500000 Penalty: 5522.125488
	Iteration 77Q: 3 clusters Score -7342996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7342998.500000 Penalty: 5522.125488
	Iteration 78Q: 3 clusters Score -7342998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -7342998.000000 Penalty: 5522.125488
	Iteration 79Q: 3 clusters Score -7342998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7342999.000000 Penalty: 5522.125488
	Iteration 80F: 3 clusters Score -7342999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7342996.500000 Penalty: 5522.125488
	Iteration 81Q: 3 clusters Score -7342996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -7342996.500000 Penalty: 5522.125488
	Iteration 82Q: 3 clusters Score -7342996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7342997.000000 Penalty: 5522.125488
	Iteration 83Q: 3 clusters Score -7342997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7343000.500000 Penalty: 5522.125488
	Iteration 84Q: 3 clusters Score -7343000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7343002.500000 Penalty: 5522.125488
	Iteration 85Q: 3 clusters Score -7343002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -7342996.500000 Penalty: 5522.125488
	Iteration 86Q: 3 clusters Score -7342996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7342997.000000 Penalty: 5522.125488
	Iteration 87Q: 3 clusters Score -7342997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7342993.000000 Penalty: 5522.125488
	Iteration 88Q: 3 clusters Score -7342993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7342995.000000 Penalty: 5522.125488
	Iteration 89Q: 3 clusters Score -7342995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7342988.500000 Penalty: 5522.125488
	Iteration 90Q: 3 clusters Score -7342988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7342995.500000 Penalty: 5522.125488
	Iteration 91Q: 3 clusters Score -7342996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7342995.000000 Penalty: 5522.125488
	Iteration 92Q: 3 clusters Score -7342995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7342997.000000 Penalty: 5522.125488
	Iteration 93Q: 3 clusters Score -7342997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7342992.000000 Penalty: 5522.125488
	Iteration 94Q: 3 clusters Score -7342992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7342991.000000 Penalty: 5522.125488
	Iteration 95Q: 3 clusters Score -7342991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -7342999.000000 Penalty: 5522.125488
	Iteration 96Q: 3 clusters Score -7342999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7343010.500000 Penalty: 5522.125488
	Iteration 97Q: 3 clusters Score -7343010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7343005.000000 Penalty: 5522.125488
	Iteration 98Q: 3 clusters Score -7343005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7343003.000000 Penalty: 5522.125488
	Iteration 99Q: 3 clusters Score -7343003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -7343003.000000 Penalty: 5522.125488
	Iteration 100F: 3 clusters Score -7343003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 329048 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 39676 members 
Mstep: Class 14 contains 169494 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Entering Unmasked Estep 
Score: -225779440.000000 Penalty: 86394.656250
Splitting cluster 5 changes total score from -225772816.000000 to -225779440.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (22185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Entering Unmasked Estep 
Score: -2579804.250000 Penalty: 2481.778564
	Iteration 0F: 2 clusters Score -2579804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2564166.750000 Penalty: 4963.557129
	Iteration 0F: 3 clusters Score -2564167 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2569734.500000 Penalty: 4963.557129
	Iteration 1F: 3 clusters Score -2569734 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2570458.500000 Penalty: 4963.557129
	Iteration 2F: 3 clusters Score -2570458 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2571362.750000 Penalty: 4963.557129
	Iteration 3F: 3 clusters Score -2571363 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2572524.500000 Penalty: 4963.557129
	Iteration 4F: 3 clusters Score -2572524 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2573937.250000 Penalty: 4963.557129
	Iteration 5F: 3 clusters Score -2573937 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2575465.250000 Penalty: 4963.557129
	Iteration 6F: 3 clusters Score -2575465 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2576819.000000 Penalty: 4963.557129
	Iteration 7F: 3 clusters Score -2576819 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2577929.000000 Penalty: 4963.557129
	Iteration 8Q: 3 clusters Score -2577929 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2578646.500000 Penalty: 4963.557129
	Iteration 9Q: 3 clusters Score -2578646 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2579037.250000 Penalty: 4963.557129
	Iteration 10Q: 3 clusters Score -2579037 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2579269.000000 Penalty: 4963.557129
	Iteration 11Q: 3 clusters Score -2579269 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2579388.250000 Penalty: 4963.557129
	Iteration 12Q: 3 clusters Score -2579388 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2579477.000000 Penalty: 4963.557129
	Iteration 13Q: 3 clusters Score -2579477 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2579519.000000 Penalty: 4963.557129
	Iteration 14Q: 3 clusters Score -2579519 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2579538.000000 Penalty: 4963.557129
	Iteration 15Q: 3 clusters Score -2579538 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2579547.000000 Penalty: 4963.557129
	Iteration 16Q: 3 clusters Score -2579547 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -2579559.250000 Penalty: 4963.557129
	Iteration 17Q: 3 clusters Score -2579559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2579580.750000 Penalty: 4963.557129
	Iteration 18Q: 3 clusters Score -2579581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2579598.000000 Penalty: 4963.557129
	Iteration 19Q: 3 clusters Score -2579598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2579610.000000 Penalty: 4963.557129
	Iteration 20F: 3 clusters Score -2579610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2579611.750000 Penalty: 4963.557129
	Iteration 21Q: 3 clusters Score -2579612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2579618.000000 Penalty: 4963.557129
	Iteration 22Q: 3 clusters Score -2579618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2579622.250000 Penalty: 4963.557129
	Iteration 23Q: 3 clusters Score -2579622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2579621.250000 Penalty: 4963.557129
	Iteration 24Q: 3 clusters Score -2579621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2579627.500000 Penalty: 4963.557129
	Iteration 25Q: 3 clusters Score -2579628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2579627.000000 Penalty: 4963.557129
	Iteration 26Q: 3 clusters Score -2579627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2579630.250000 Penalty: 4963.557129
	Iteration 27Q: 3 clusters Score -2579630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2579630.000000 Penalty: 4963.557129
	Iteration 28Q: 3 clusters Score -2579630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2579631.250000 Penalty: 4963.557129
	Iteration 29Q: 3 clusters Score -2579631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2579629.000000 Penalty: 4963.557129
	Iteration 30Q: 3 clusters Score -2579629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2579629.750000 Penalty: 4963.557129
	Iteration 31Q: 3 clusters Score -2579630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2579629.750000 Penalty: 4963.557129
	Iteration 32F: 3 clusters Score -2579630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Entering Unmasked Estep 
Score: -2250422.750000 Penalty: 2445.566162
	Iteration 0F: 2 clusters Score -2250423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2236924.000000 Penalty: 4891.132324
	Iteration 0F: 3 clusters Score -2236924 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2241550.000000 Penalty: 4891.132324
	Iteration 1F: 3 clusters Score -2241550 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2242154.500000 Penalty: 4891.132324
	Iteration 2F: 3 clusters Score -2242154 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2242761.500000 Penalty: 4891.132324
	Iteration 3F: 3 clusters Score -2242762 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2243362.750000 Penalty: 4891.132324
	Iteration 4F: 3 clusters Score -2243363 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2243972.750000 Penalty: 4891.132324
	Iteration 5F: 3 clusters Score -2243973 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2244604.000000 Penalty: 4891.132324
	Iteration 6F: 3 clusters Score -2244604 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2245257.250000 Penalty: 4891.132324
	Iteration 7F: 3 clusters Score -2245257 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2245905.250000 Penalty: 4891.132324
	Iteration 8F: 3 clusters Score -2245905 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2246423.000000 Penalty: 4891.132324
	Iteration 9Q: 3 clusters Score -2246423 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2246752.750000 Penalty: 4891.132324
	Iteration 10Q: 3 clusters Score -2246753 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2247001.500000 Penalty: 4891.132324
	Iteration 11Q: 3 clusters Score -2247002 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2247187.750000 Penalty: 4891.132324
	Iteration 12Q: 3 clusters Score -2247188 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2247342.250000 Penalty: 4891.132324
	Iteration 13Q: 3 clusters Score -2247342 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2247506.500000 Penalty: 4891.132324
	Iteration 14Q: 3 clusters Score -2247506 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2247679.250000 Penalty: 4891.132324
	Iteration 15Q: 3 clusters Score -2247679 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2247834.250000 Penalty: 4891.132324
	Iteration 16Q: 3 clusters Score -2247834 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2247976.000000 Penalty: 4891.132324
	Iteration 17Q: 3 clusters Score -2247976 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2248143.750000 Penalty: 4891.132324
	Iteration 18Q: 3 clusters Score -2248144 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2248343.000000 Penalty: 4891.132324
	Iteration 19Q: 3 clusters Score -2248343 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2248549.250000 Penalty: 4891.132324
	Iteration 20F: 3 clusters Score -2248549 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2248801.250000 Penalty: 4891.132324
	Iteration 21Q: 3 clusters Score -2248801 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2249058.500000 Penalty: 4891.132324
	Iteration 22Q: 3 clusters Score -2249058 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2249264.000000 Penalty: 4891.132324
	Iteration 23Q: 3 clusters Score -2249264 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2249414.500000 Penalty: 4891.132324
	Iteration 24Q: 3 clusters Score -2249414 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2249528.250000 Penalty: 4891.132324
	Iteration 25Q: 3 clusters Score -2249528 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2249614.750000 Penalty: 4891.132324
	Iteration 26Q: 3 clusters Score -2249615 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2249687.250000 Penalty: 4891.132324
	Iteration 27Q: 3 clusters Score -2249687 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2249744.750000 Penalty: 4891.132324
	Iteration 28Q: 3 clusters Score -2249745 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2249772.250000 Penalty: 4891.132324
	Iteration 29Q: 3 clusters Score -2249772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2249805.750000 Penalty: 4891.132324
	Iteration 30Q: 3 clusters Score -2249806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2249827.500000 Penalty: 4891.132324
	Iteration 31Q: 3 clusters Score -2249828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2249841.500000 Penalty: 4891.132324
	Iteration 32Q: 3 clusters Score -2249842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2249860.250000 Penalty: 4891.132324
	Iteration 33Q: 3 clusters Score -2249860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2249878.000000 Penalty: 4891.132324
	Iteration 34Q: 3 clusters Score -2249878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2249898.000000 Penalty: 4891.132324
	Iteration 35Q: 3 clusters Score -2249898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2249900.500000 Penalty: 4891.132324
	Iteration 36Q: 3 clusters Score -2249900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2249913.750000 Penalty: 4891.132324
	Iteration 37Q: 3 clusters Score -2249914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2249918.000000 Penalty: 4891.132324
	Iteration 38Q: 3 clusters Score -2249918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2249924.750000 Penalty: 4891.132324
	Iteration 39Q: 3 clusters Score -2249925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2249923.500000 Penalty: 4891.132324
	Iteration 40F: 3 clusters Score -2249924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2249930.250000 Penalty: 4891.132324
	Iteration 41Q: 3 clusters Score -2249930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2249940.000000 Penalty: 4891.132324
	Iteration 42Q: 3 clusters Score -2249940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2249934.750000 Penalty: 4891.132324
	Iteration 43Q: 3 clusters Score -2249935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2249935.750000 Penalty: 4891.132324
	Iteration 44Q: 3 clusters Score -2249936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2249937.000000 Penalty: 4891.132324
	Iteration 45Q: 3 clusters Score -2249937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2249939.000000 Penalty: 4891.132324
	Iteration 46Q: 3 clusters Score -2249939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2249942.500000 Penalty: 4891.132324
	Iteration 47Q: 3 clusters Score -2249942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2249943.500000 Penalty: 4891.132324
	Iteration 48Q: 3 clusters Score -2249944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2249945.250000 Penalty: 4891.132324
	Iteration 49Q: 3 clusters Score -2249945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2249945.750000 Penalty: 4891.132324
	Iteration 50Q: 3 clusters Score -2249946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2249949.250000 Penalty: 4891.132324
	Iteration 51Q: 3 clusters Score -2249949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2249944.500000 Penalty: 4891.132324
	Iteration 52Q: 3 clusters Score -2249944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2249951.000000 Penalty: 4891.132324
	Iteration 53Q: 3 clusters Score -2249951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2249950.000000 Penalty: 4891.132324
	Iteration 54Q: 3 clusters Score -2249950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2249948.000000 Penalty: 4891.132324
	Iteration 55Q: 3 clusters Score -2249948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2249953.250000 Penalty: 4891.132324
	Iteration 56Q: 3 clusters Score -2249953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2249962.250000 Penalty: 4891.132324
	Iteration 57Q: 3 clusters Score -2249962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2249961.500000 Penalty: 4891.132324
	Iteration 58Q: 3 clusters Score -2249962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2249966.750000 Penalty: 4891.132324
	Iteration 59Q: 3 clusters Score -2249967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2249964.750000 Penalty: 4891.132324
	Iteration 60F: 3 clusters Score -2249965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2249965.250000 Penalty: 4891.132324
	Iteration 61Q: 3 clusters Score -2249965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2249968.500000 Penalty: 4891.132324
	Iteration 62Q: 3 clusters Score -2249968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2249969.750000 Penalty: 4891.132324
	Iteration 63Q: 3 clusters Score -2249970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2249976.500000 Penalty: 4891.132324
	Iteration 64Q: 3 clusters Score -2249976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2249975.250000 Penalty: 4891.132324
	Iteration 65Q: 3 clusters Score -2249975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2249974.250000 Penalty: 4891.132324
	Iteration 66Q: 3 clusters Score -2249974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2249973.250000 Penalty: 4891.132324
	Iteration 67Q: 3 clusters Score -2249973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2249974.000000 Penalty: 4891.132324
	Iteration 68Q: 3 clusters Score -2249974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2249975.250000 Penalty: 4891.132324
	Iteration 69Q: 3 clusters Score -2249975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2249976.750000 Penalty: 4891.132324
	Iteration 70Q: 3 clusters Score -2249977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2249977.250000 Penalty: 4891.132324
	Iteration 71Q: 3 clusters Score -2249977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2249977.250000 Penalty: 4891.132324
	Iteration 72F: 3 clusters Score -2249977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -279722.718750 Penalty: 1983.670532
	Iteration 0F: 2 clusters Score -279722.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -276845.468750 Penalty: 3967.341064
	Iteration 0F: 3 clusters Score -276845.5 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -280363.968750 Penalty: 3967.341064
	Iteration 1F: 3 clusters Score -280364 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -283970.812500 Penalty: 3967.341064
	Iteration 2F: 3 clusters Score -283970.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -286141.250000 Penalty: 3967.341064
	Iteration 3F: 3 clusters Score -286141.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -287542.281250 Penalty: 3967.341064
	Iteration 4F: 3 clusters Score -287542.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -288821.125000 Penalty: 3967.341064
	Iteration 5Q: 3 clusters Score -288821.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289284.218750 Penalty: 3967.341064
	Iteration 6Q: 3 clusters Score -289284.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -289550.625000 Penalty: 3967.341064
	Iteration 7Q: 3 clusters Score -289550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -289555.750000 Penalty: 3967.341064
	Iteration 8Q: 3 clusters Score -289555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -289557.781250 Penalty: 3967.341064
	Iteration 9Q: 3 clusters Score -289557.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -289560.687500 Penalty: 3967.341064
	Iteration 10F: 3 clusters Score -289560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289565.531250 Penalty: 3967.341064
	Iteration 11Q: 3 clusters Score -289565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -289578.750000 Penalty: 3967.341064
	Iteration 12Q: 3 clusters Score -289578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -289585.562500 Penalty: 3967.341064
	Iteration 13Q: 3 clusters Score -289585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -289590.250000 Penalty: 3967.341064
	Iteration 14Q: 3 clusters Score -289590.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -289594.343750 Penalty: 3967.341064
	Iteration 15Q: 3 clusters Score -289594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -289598.468750 Penalty: 3967.341064
	Iteration 16Q: 3 clusters Score -289598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289602.750000 Penalty: 3967.341064
	Iteration 17Q: 3 clusters Score -289602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -289610.687500 Penalty: 3967.341064
	Iteration 18Q: 3 clusters Score -289610.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -289625.750000 Penalty: 3967.341064
	Iteration 19Q: 3 clusters Score -289625.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -289648.375000 Penalty: 3967.341064
	Iteration 20F: 3 clusters Score -289648.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289699.343750 Penalty: 3967.341064
	Iteration 21Q: 3 clusters Score -289699.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289882.093750 Penalty: 3967.341064
	Iteration 22Q: 3 clusters Score -289882.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -290187.562500 Penalty: 3967.341064
	Iteration 23Q: 3 clusters Score -290187.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -290204.312500 Penalty: 3967.341064
	Iteration 24Q: 3 clusters Score -290204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -290204.312500 Penalty: 3967.341064
	Iteration 25F: 3 clusters Score -290204.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 329048 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 39676 members 
Mstep: Class 14 contains 169494 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Entering Unmasked Estep 
Score: -225788032.000000 Penalty: 89994.429688
Splitting cluster 8 changes total score from -225772816.000000 to -225788032.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (329048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329048 members 
Entering Unmasked Estep 
Score: -38690592.000000 Penalty: 3150.581787
	Iteration 0F: 2 clusters Score -3.869059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 164736 members 
Entering Unmasked Estep 
Score: -38554860.000000 Penalty: 6301.163574
	Iteration 0F: 3 clusters Score -3.855486e+07 nChanged 159959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159407 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -38651480.000000 Penalty: 6301.163574
	Iteration 1F: 3 clusters Score -3.865148e+07 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 169961 members 
Entering Unmasked Estep 
Score: -38653840.000000 Penalty: 6301.163574
	Iteration 2Q: 3 clusters Score -3.865384e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159599 members 
Mstep: Class 2 contains 169449 members 
Entering Unmasked Estep 
Score: -38657616.000000 Penalty: 6301.163574
	Iteration 3Q: 3 clusters Score -3.865762e+07 nChanged 15569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161762 members 
Mstep: Class 2 contains 167286 members 
Entering Unmasked Estep 
Score: -38663544.000000 Penalty: 6301.163574
	Iteration 4Q: 3 clusters Score -3.866354e+07 nChanged 17933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166179 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -38672612.000000 Penalty: 6301.163574
	Iteration 5F: 3 clusters Score -3.867261e+07 nChanged 20483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173128 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -38685432.000000 Penalty: 6301.163574
	Iteration 6F: 3 clusters Score -3.868543e+07 nChanged 22591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181917 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -38699652.000000 Penalty: 6301.163574
	Iteration 7F: 3 clusters Score -3.869965e+07 nChanged 21868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190403 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -38711400.000000 Penalty: 6301.163574
	Iteration 8F: 3 clusters Score -3.87114e+07 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197399 members 
Mstep: Class 2 contains 131649 members 
Entering Unmasked Estep 
Score: -38717740.000000 Penalty: 6301.163574
	Iteration 9F: 3 clusters Score -3.871774e+07 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202906 members 
Mstep: Class 2 contains 126142 members 
Entering Unmasked Estep 
Score: -38719708.000000 Penalty: 6301.163574
	Iteration 10Q: 3 clusters Score -3.871971e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207214 members 
Mstep: Class 2 contains 121834 members 
Entering Unmasked Estep 
Score: -38720904.000000 Penalty: 6301.163574
	Iteration 11Q: 3 clusters Score -3.87209e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210550 members 
Mstep: Class 2 contains 118498 members 
Entering Unmasked Estep 
Score: -38721292.000000 Penalty: 6301.163574
	Iteration 12Q: 3 clusters Score -3.872129e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212906 members 
Mstep: Class 2 contains 116142 members 
Entering Unmasked Estep 
Score: -38721372.000000 Penalty: 6301.163574
	Iteration 13Q: 3 clusters Score -3.872137e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214353 members 
Mstep: Class 2 contains 114695 members 
Entering Unmasked Estep 
Score: -38721756.000000 Penalty: 6301.163574
	Iteration 14Q: 3 clusters Score -3.872176e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215063 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -38721944.000000 Penalty: 6301.163574
	Iteration 15Q: 3 clusters Score -3.872194e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215034 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -38722348.000000 Penalty: 6301.163574
	Iteration 16Q: 3 clusters Score -3.872235e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214481 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -38722668.000000 Penalty: 6301.163574
	Iteration 17Q: 3 clusters Score -3.872267e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213494 members 
Mstep: Class 2 contains 115554 members 
Entering Unmasked Estep 
Score: -38723300.000000 Penalty: 6301.163574
	Iteration 18Q: 3 clusters Score -3.87233e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211934 members 
Mstep: Class 2 contains 117114 members 
Entering Unmasked Estep 
Score: -38723288.000000 Penalty: 6301.163574
	Iteration 19Q: 3 clusters Score -3.872329e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209829 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -38723688.000000 Penalty: 6301.163574
	Iteration 20F: 3 clusters Score -3.872369e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207345 members 
Mstep: Class 2 contains 121703 members 
Entering Unmasked Estep 
Score: -38724552.000000 Penalty: 6301.163574
	Iteration 21Q: 3 clusters Score -3.872455e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204587 members 
Mstep: Class 2 contains 124461 members 
Entering Unmasked Estep 
Score: -38725600.000000 Penalty: 6301.163574
	Iteration 22Q: 3 clusters Score -3.87256e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201728 members 
Mstep: Class 2 contains 127320 members 
Entering Unmasked Estep 
Score: -38726124.000000 Penalty: 6301.163574
	Iteration 23Q: 3 clusters Score -3.872612e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198739 members 
Mstep: Class 2 contains 130309 members 
Entering Unmasked Estep 
Score: -38726688.000000 Penalty: 6301.163574
	Iteration 24Q: 3 clusters Score -3.872669e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195766 members 
Mstep: Class 2 contains 133282 members 
Entering Unmasked Estep 
Score: -38727168.000000 Penalty: 6301.163574
	Iteration 25Q: 3 clusters Score -3.872717e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192684 members 
Mstep: Class 2 contains 136364 members 
Entering Unmasked Estep 
Score: -38727716.000000 Penalty: 6301.163574
	Iteration 26Q: 3 clusters Score -3.872772e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189680 members 
Mstep: Class 2 contains 139368 members 
Entering Unmasked Estep 
Score: -38728540.000000 Penalty: 6301.163574
	Iteration 27Q: 3 clusters Score -3.872854e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186763 members 
Mstep: Class 2 contains 142285 members 
Entering Unmasked Estep 
Score: -38729100.000000 Penalty: 6301.163574
	Iteration 28Q: 3 clusters Score -3.87291e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183917 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -38729760.000000 Penalty: 6301.163574
	Iteration 29Q: 3 clusters Score -3.872976e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181152 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -38730264.000000 Penalty: 6301.163574
	Iteration 30Q: 3 clusters Score -3.873026e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178409 members 
Mstep: Class 2 contains 150639 members 
Entering Unmasked Estep 
Score: -38730812.000000 Penalty: 6301.163574
	Iteration 31Q: 3 clusters Score -3.873081e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175700 members 
Mstep: Class 2 contains 153348 members 
Entering Unmasked Estep 
Score: -38731564.000000 Penalty: 6301.163574
	Iteration 32Q: 3 clusters Score -3.873156e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173177 members 
Mstep: Class 2 contains 155871 members 
Entering Unmasked Estep 
Score: -38731884.000000 Penalty: 6301.163574
	Iteration 33Q: 3 clusters Score -3.873188e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170747 members 
Mstep: Class 2 contains 158301 members 
Entering Unmasked Estep 
Score: -38732092.000000 Penalty: 6301.163574
	Iteration 34Q: 3 clusters Score -3.873209e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168484 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -38732380.000000 Penalty: 6301.163574
	Iteration 35Q: 3 clusters Score -3.873238e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166496 members 
Mstep: Class 2 contains 162552 members 
Entering Unmasked Estep 
Score: -38732764.000000 Penalty: 6301.163574
	Iteration 36Q: 3 clusters Score -3.873276e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164949 members 
Mstep: Class 2 contains 164099 members 
Entering Unmasked Estep 
Score: -38733432.000000 Penalty: 6301.163574
	Iteration 37Q: 3 clusters Score -3.873343e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163996 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -38733900.000000 Penalty: 6301.163574
	Iteration 38Q: 3 clusters Score -3.87339e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163593 members 
Mstep: Class 2 contains 165455 members 
Entering Unmasked Estep 
Score: -38734624.000000 Penalty: 6301.163574
	Iteration 39Q: 3 clusters Score -3.873462e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163805 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -38735380.000000 Penalty: 6301.163574
	Iteration 40F: 3 clusters Score -3.873538e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 164445 members 
Entering Unmasked Estep 
Score: -38736280.000000 Penalty: 6301.163574
	Iteration 41Q: 3 clusters Score -3.873628e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Mstep: Class 2 contains 163071 members 
Entering Unmasked Estep 
Score: -38737456.000000 Penalty: 6301.163574
	Iteration 42Q: 3 clusters Score -3.873746e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -38738576.000000 Penalty: 6301.163574
	Iteration 43Q: 3 clusters Score -3.873858e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169703 members 
Mstep: Class 2 contains 159345 members 
Entering Unmasked Estep 
Score: -38739176.000000 Penalty: 6301.163574
	Iteration 44Q: 3 clusters Score -3.873918e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171873 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -38739836.000000 Penalty: 6301.163574
	Iteration 45Q: 3 clusters Score -3.873984e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174102 members 
Mstep: Class 2 contains 154946 members 
Entering Unmasked Estep 
Score: -38740304.000000 Penalty: 6301.163574
	Iteration 46Q: 3 clusters Score -3.87403e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Mstep: Class 2 contains 152782 members 
Entering Unmasked Estep 
Score: -38740536.000000 Penalty: 6301.163574
	Iteration 47Q: 3 clusters Score -3.874054e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178388 members 
Mstep: Class 2 contains 150660 members 
Entering Unmasked Estep 
Score: -38740720.000000 Penalty: 6301.163574
	Iteration 48Q: 3 clusters Score -3.874072e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180350 members 
Mstep: Class 2 contains 148698 members 
Entering Unmasked Estep 
Score: -38740816.000000 Penalty: 6301.163574
	Iteration 49Q: 3 clusters Score -3.874082e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182152 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -38740752.000000 Penalty: 6301.163574
	Iteration 50Q: 3 clusters Score -3.874075e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183776 members 
Mstep: Class 2 contains 145272 members 
Entering Unmasked Estep 
Score: -38740752.000000 Penalty: 6301.163574
	Iteration 51Q: 3 clusters Score -3.874075e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185272 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -38740452.000000 Penalty: 6301.163574
	Iteration 52Q: 3 clusters Score -3.874045e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186611 members 
Mstep: Class 2 contains 142437 members 
Entering Unmasked Estep 
Score: -38740280.000000 Penalty: 6301.163574
	Iteration 53Q: 3 clusters Score -3.874028e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187757 members 
Mstep: Class 2 contains 141291 members 
Entering Unmasked Estep 
Score: -38740048.000000 Penalty: 6301.163574
	Iteration 54Q: 3 clusters Score -3.874005e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188766 members 
Mstep: Class 2 contains 140282 members 
Entering Unmasked Estep 
Score: -38739808.000000 Penalty: 6301.163574
	Iteration 55Q: 3 clusters Score -3.873981e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189656 members 
Mstep: Class 2 contains 139392 members 
Entering Unmasked Estep 
Score: -38739640.000000 Penalty: 6301.163574
	Iteration 56Q: 3 clusters Score -3.873964e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190415 members 
Mstep: Class 2 contains 138633 members 
Entering Unmasked Estep 
Score: -38739524.000000 Penalty: 6301.163574
	Iteration 57Q: 3 clusters Score -3.873952e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191083 members 
Mstep: Class 2 contains 137965 members 
Entering Unmasked Estep 
Score: -38739396.000000 Penalty: 6301.163574
	Iteration 58Q: 3 clusters Score -3.87394e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191675 members 
Mstep: Class 2 contains 137373 members 
Entering Unmasked Estep 
Score: -38739204.000000 Penalty: 6301.163574
	Iteration 59Q: 3 clusters Score -3.87392e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192196 members 
Mstep: Class 2 contains 136852 members 
Entering Unmasked Estep 
Score: -38739108.000000 Penalty: 6301.163574
	Iteration 60F: 3 clusters Score -3.873911e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192639 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -38738940.000000 Penalty: 6301.163574
	Iteration 61Q: 3 clusters Score -3.873894e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193023 members 
Mstep: Class 2 contains 136025 members 
Entering Unmasked Estep 
Score: -38738968.000000 Penalty: 6301.163574
	Iteration 62Q: 3 clusters Score -3.873897e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193383 members 
Mstep: Class 2 contains 135665 members 
Entering Unmasked Estep 
Score: -38738816.000000 Penalty: 6301.163574
	Iteration 63Q: 3 clusters Score -3.873882e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193701 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -38738696.000000 Penalty: 6301.163574
	Iteration 64Q: 3 clusters Score -3.87387e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -38738612.000000 Penalty: 6301.163574
	Iteration 65Q: 3 clusters Score -3.873861e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194207 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -38738544.000000 Penalty: 6301.163574
	Iteration 66Q: 3 clusters Score -3.873854e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194425 members 
Mstep: Class 2 contains 134623 members 
Entering Unmasked Estep 
Score: -38738480.000000 Penalty: 6301.163574
	Iteration 67Q: 3 clusters Score -3.873848e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194619 members 
Mstep: Class 2 contains 134429 members 
Entering Unmasked Estep 
Score: -38738376.000000 Penalty: 6301.163574
	Iteration 68Q: 3 clusters Score -3.873838e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194790 members 
Mstep: Class 2 contains 134258 members 
Entering Unmasked Estep 
Score: -38738340.000000 Penalty: 6301.163574
	Iteration 69Q: 3 clusters Score -3.873834e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194991 members 
Mstep: Class 2 contains 134057 members 
Entering Unmasked Estep 
Score: -38738256.000000 Penalty: 6301.163574
	Iteration 70Q: 3 clusters Score -3.873826e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195155 members 
Mstep: Class 2 contains 133893 members 
Entering Unmasked Estep 
Score: -38738212.000000 Penalty: 6301.163574
	Iteration 71Q: 3 clusters Score -3.873821e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195296 members 
Mstep: Class 2 contains 133752 members 
Entering Unmasked Estep 
Score: -38738180.000000 Penalty: 6301.163574
	Iteration 72Q: 3 clusters Score -3.873818e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195413 members 
Mstep: Class 2 contains 133635 members 
Entering Unmasked Estep 
Score: -38738264.000000 Penalty: 6301.163574
	Iteration 73Q: 3 clusters Score -3.873826e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195517 members 
Mstep: Class 2 contains 133531 members 
Entering Unmasked Estep 
Score: -38738200.000000 Penalty: 6301.163574
	Iteration 74Q: 3 clusters Score -3.87382e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195588 members 
Mstep: Class 2 contains 133460 members 
Entering Unmasked Estep 
Score: -38738156.000000 Penalty: 6301.163574
	Iteration 75Q: 3 clusters Score -3.873816e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195662 members 
Mstep: Class 2 contains 133386 members 
Entering Unmasked Estep 
Score: -38738176.000000 Penalty: 6301.163574
	Iteration 76Q: 3 clusters Score -3.873818e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195731 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -38738096.000000 Penalty: 6301.163574
	Iteration 77Q: 3 clusters Score -3.87381e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195796 members 
Mstep: Class 2 contains 133252 members 
Entering Unmasked Estep 
Score: -38738036.000000 Penalty: 6301.163574
	Iteration 78Q: 3 clusters Score -3.873804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195848 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -38738008.000000 Penalty: 6301.163574
	Iteration 79Q: 3 clusters Score -3.873801e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195903 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -38738012.000000 Penalty: 6301.163574
	Iteration 80F: 3 clusters Score -3.873801e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195965 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
Score: -38738004.000000 Penalty: 6301.163574
	Iteration 81Q: 3 clusters Score -3.8738e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196025 members 
Mstep: Class 2 contains 133023 members 
Entering Unmasked Estep 
Score: -38737980.000000 Penalty: 6301.163574
	Iteration 82Q: 3 clusters Score -3.873798e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196077 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -38737956.000000 Penalty: 6301.163574
	Iteration 83Q: 3 clusters Score -3.873796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196139 members 
Mstep: Class 2 contains 132909 members 
Entering Unmasked Estep 
Score: -38737952.000000 Penalty: 6301.163574
	Iteration 84Q: 3 clusters Score -3.873795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196178 members 
Mstep: Class 2 contains 132870 members 
Entering Unmasked Estep 
Score: -38737912.000000 Penalty: 6301.163574
	Iteration 85Q: 3 clusters Score -3.873791e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196213 members 
Mstep: Class 2 contains 132835 members 
Entering Unmasked Estep 
Score: -38737928.000000 Penalty: 6301.163574
	Iteration 86Q: 3 clusters Score -3.873793e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196249 members 
Mstep: Class 2 contains 132799 members 
Entering Unmasked Estep 
Score: -38737888.000000 Penalty: 6301.163574
	Iteration 87Q: 3 clusters Score -3.873789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Mstep: Class 2 contains 132781 members 
Entering Unmasked Estep 
Score: -38737884.000000 Penalty: 6301.163574
	Iteration 88Q: 3 clusters Score -3.873788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196280 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -38737892.000000 Penalty: 6301.163574
	Iteration 89Q: 3 clusters Score -3.873789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196286 members 
Mstep: Class 2 contains 132762 members 
Entering Unmasked Estep 
Score: -38737904.000000 Penalty: 6301.163574
	Iteration 90Q: 3 clusters Score -3.87379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196292 members 
Mstep: Class 2 contains 132756 members 
Entering Unmasked Estep 
Score: -38737860.000000 Penalty: 6301.163574
	Iteration 91Q: 3 clusters Score -3.873786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196302 members 
Mstep: Class 2 contains 132746 members 
Entering Unmasked Estep 
Score: -38737872.000000 Penalty: 6301.163574
	Iteration 92Q: 3 clusters Score -3.873787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196313 members 
Mstep: Class 2 contains 132735 members 
Entering Unmasked Estep 
Score: -38737856.000000 Penalty: 6301.163574
	Iteration 93Q: 3 clusters Score -3.873786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196320 members 
Mstep: Class 2 contains 132728 members 
Entering Unmasked Estep 
Score: -38737856.000000 Penalty: 6301.163574
	Iteration 94Q: 3 clusters Score -3.873786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196325 members 
Mstep: Class 2 contains 132723 members 
Entering Unmasked Estep 
Score: -38737836.000000 Penalty: 6301.163574
	Iteration 95Q: 3 clusters Score -3.873784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196335 members 
Mstep: Class 2 contains 132713 members 
Entering Unmasked Estep 
Score: -38737860.000000 Penalty: 6301.163574
	Iteration 96Q: 3 clusters Score -3.873786e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196347 members 
Mstep: Class 2 contains 132701 members 
Entering Unmasked Estep 
Score: -38737828.000000 Penalty: 6301.163574
	Iteration 97Q: 3 clusters Score -3.873783e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196366 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -38737840.000000 Penalty: 6301.163574
	Iteration 98Q: 3 clusters Score -3.873784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196385 members 
Mstep: Class 2 contains 132663 members 
Entering Unmasked Estep 
Score: -38737852.000000 Penalty: 6301.163574
	Iteration 99Q: 3 clusters Score -3.873785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196397 members 
Mstep: Class 2 contains 132651 members 
Entering Unmasked Estep 
Score: -38737816.000000 Penalty: 6301.163574
	Iteration 100F: 3 clusters Score -3.873782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196406 members 
Mstep: Class 2 contains 132642 members 
Entering Unmasked Estep 
Score: -38737808.000000 Penalty: 6301.163574
	Iteration 101Q: 3 clusters Score -3.873781e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -38737828.000000 Penalty: 6301.163574
	Iteration 102Q: 3 clusters Score -3.873783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 132624 members 
Entering Unmasked Estep 
Score: -38737828.000000 Penalty: 6301.163574
	Iteration 103Q: 3 clusters Score -3.873783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 132617 members 
Entering Unmasked Estep 
Score: -38737844.000000 Penalty: 6301.163574
	Iteration 104Q: 3 clusters Score -3.873784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196435 members 
Mstep: Class 2 contains 132613 members 
Entering Unmasked Estep 
Score: -38737828.000000 Penalty: 6301.163574
	Iteration 105Q: 3 clusters Score -3.873783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 132610 members 
Entering Unmasked Estep 
Score: -38737848.000000 Penalty: 6301.163574
	Iteration 106Q: 3 clusters Score -3.873785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196441 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -38737868.000000 Penalty: 6301.163574
	Iteration 107Q: 3 clusters Score -3.873787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196449 members 
Mstep: Class 2 contains 132599 members 
Entering Unmasked Estep 
Score: -38737824.000000 Penalty: 6301.163574
	Iteration 108Q: 3 clusters Score -3.873782e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196461 members 
Mstep: Class 2 contains 132587 members 
Entering Unmasked Estep 
Score: -38737812.000000 Penalty: 6301.163574
	Iteration 109Q: 3 clusters Score -3.873781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196474 members 
Mstep: Class 2 contains 132574 members 
Entering Unmasked Estep 
Score: -38737820.000000 Penalty: 6301.163574
	Iteration 110Q: 3 clusters Score -3.873782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196484 members 
Mstep: Class 2 contains 132564 members 
Entering Unmasked Estep 
Score: -38737804.000000 Penalty: 6301.163574
	Iteration 111Q: 3 clusters Score -3.87378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196500 members 
Mstep: Class 2 contains 132548 members 
Entering Unmasked Estep 
Score: -38737816.000000 Penalty: 6301.163574
	Iteration 112Q: 3 clusters Score -3.873782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196515 members 
Mstep: Class 2 contains 132533 members 
Entering Unmasked Estep 
Score: -38737772.000000 Penalty: 6301.163574
	Iteration 113Q: 3 clusters Score -3.873777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196524 members 
Mstep: Class 2 contains 132524 members 
Entering Unmasked Estep 
Score: -38737752.000000 Penalty: 6301.163574
	Iteration 114Q: 3 clusters Score -3.873775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196538 members 
Mstep: Class 2 contains 132510 members 
Entering Unmasked Estep 
Score: -38737748.000000 Penalty: 6301.163574
	Iteration 115Q: 3 clusters Score -3.873775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196544 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -38737736.000000 Penalty: 6301.163574
	Iteration 116Q: 3 clusters Score -3.873774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196544 members 
Mstep: Class 2 contains 132504 members 
Entering Unmasked Estep 
Score: -38737724.000000 Penalty: 6301.163574
	Iteration 117Q: 3 clusters Score -3.873772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196550 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -38737724.000000 Penalty: 6301.163574
	Iteration 118Q: 3 clusters Score -3.873772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196556 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -38737712.000000 Penalty: 6301.163574
	Iteration 119Q: 3 clusters Score -3.873771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196562 members 
Mstep: Class 2 contains 132486 members 
Entering Unmasked Estep 
Score: -38737724.000000 Penalty: 6301.163574
	Iteration 120F: 3 clusters Score -3.873772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196563 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -38737724.000000 Penalty: 6301.163574
	Iteration 121Q: 3 clusters Score -3.873772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -38737716.000000 Penalty: 6301.163574
	Iteration 122Q: 3 clusters Score -3.873772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -38737720.000000 Penalty: 6301.163574
	Iteration 123Q: 3 clusters Score -3.873772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -38737716.000000 Penalty: 6301.163574
	Iteration 124Q: 3 clusters Score -3.873772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196567 members 
Mstep: Class 2 contains 132481 members 
Entering Unmasked Estep 
Score: -38737716.000000 Penalty: 6301.163574
	Iteration 125Q: 3 clusters Score -3.873772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196569 members 
Mstep: Class 2 contains 132479 members 
Entering Unmasked Estep 
Score: -38737708.000000 Penalty: 6301.163574
	Iteration 126Q: 3 clusters Score -3.873771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196570 members 
Mstep: Class 2 contains 132478 members 
Entering Unmasked Estep 
Score: -38737708.000000 Penalty: 6301.163574
	Iteration 127Q: 3 clusters Score -3.873771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196570 members 
Mstep: Class 2 contains 132478 members 
Entering Unmasked Estep 
Score: -38737708.000000 Penalty: 6301.163574
	Iteration 128F: 3 clusters Score -3.873771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 26529 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 39676 members 
Mstep: Class 14 contains 169494 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Entering Unmasked Estep 
Score: -225842912.000000 Penalty: 93594.210938
Splitting cluster 9 changes total score from -225772816.000000 to -225842912.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (26529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Entering Unmasked Estep 
Score: -3012228.750000 Penalty: 2526.126465
	Iteration 0F: 2 clusters Score -3012229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2994013.500000 Penalty: 5052.252930
	Iteration 0F: 3 clusters Score -2994014 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3000874.000000 Penalty: 5052.252930
	Iteration 1F: 3 clusters Score -3000874 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -3002152.250000 Penalty: 5052.252930
	Iteration 2F: 3 clusters Score -3002152 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3004256.250000 Penalty: 5052.252930
	Iteration 3F: 3 clusters Score -3004256 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3007272.750000 Penalty: 5052.252930
	Iteration 4F: 3 clusters Score -3007273 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3009490.000000 Penalty: 5052.252930
	Iteration 5F: 3 clusters Score -3009490 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3010617.000000 Penalty: 5052.252930
	Iteration 6F: 3 clusters Score -3010617 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3011168.750000 Penalty: 5052.252930
	Iteration 7Q: 3 clusters Score -3011169 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3011481.000000 Penalty: 5052.252930
	Iteration 8Q: 3 clusters Score -3011481 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3011707.500000 Penalty: 5052.252930
	Iteration 9Q: 3 clusters Score -3011708 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3011839.500000 Penalty: 5052.252930
	Iteration 10Q: 3 clusters Score -3011840 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3011932.250000 Penalty: 5052.252930
	Iteration 11Q: 3 clusters Score -3011932 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3011985.750000 Penalty: 5052.252930
	Iteration 12Q: 3 clusters Score -3011986 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3012032.250000 Penalty: 5052.252930
	Iteration 13Q: 3 clusters Score -3012032 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3012088.250000 Penalty: 5052.252930
	Iteration 14Q: 3 clusters Score -3012088 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3012139.000000 Penalty: 5052.252930
	Iteration 15Q: 3 clusters Score -3012139 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3012181.000000 Penalty: 5052.252930
	Iteration 16Q: 3 clusters Score -3012181 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3012220.000000 Penalty: 5052.252930
	Iteration 17Q: 3 clusters Score -3012220 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3012260.250000 Penalty: 5052.252930
	Iteration 18Q: 3 clusters Score -3012260 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3012283.750000 Penalty: 5052.252930
	Iteration 19Q: 3 clusters Score -3012284 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3012307.750000 Penalty: 5052.252930
	Iteration 20F: 3 clusters Score -3012308 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3012341.750000 Penalty: 5052.252930
	Iteration 21Q: 3 clusters Score -3012342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3012365.250000 Penalty: 5052.252930
	Iteration 22Q: 3 clusters Score -3012365 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3012397.000000 Penalty: 5052.252930
	Iteration 23Q: 3 clusters Score -3012397 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3012420.250000 Penalty: 5052.252930
	Iteration 24Q: 3 clusters Score -3012420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3012451.500000 Penalty: 5052.252930
	Iteration 25Q: 3 clusters Score -3012452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3012492.750000 Penalty: 5052.252930
	Iteration 26Q: 3 clusters Score -3012493 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3012535.500000 Penalty: 5052.252930
	Iteration 27Q: 3 clusters Score -3012536 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3012562.250000 Penalty: 5052.252930
	Iteration 28Q: 3 clusters Score -3012562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3012614.750000 Penalty: 5052.252930
	Iteration 29Q: 3 clusters Score -3012615 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3012652.500000 Penalty: 5052.252930
	Iteration 30Q: 3 clusters Score -3012652 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3012700.250000 Penalty: 5052.252930
	Iteration 31Q: 3 clusters Score -3012700 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3012749.500000 Penalty: 5052.252930
	Iteration 32Q: 3 clusters Score -3012750 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -3012845.000000 Penalty: 5052.252930
	Iteration 33Q: 3 clusters Score -3012845 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3012925.250000 Penalty: 5052.252930
	Iteration 34Q: 3 clusters Score -3012925 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -3013007.000000 Penalty: 5052.252930
	Iteration 35Q: 3 clusters Score -3013007 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -3013090.250000 Penalty: 5052.252930
	Iteration 36Q: 3 clusters Score -3013090 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3013201.000000 Penalty: 5052.252930
	Iteration 37Q: 3 clusters Score -3013201 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3013304.250000 Penalty: 5052.252930
	Iteration 38Q: 3 clusters Score -3013304 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3013440.000000 Penalty: 5052.252930
	Iteration 39Q: 3 clusters Score -3013440 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3013634.000000 Penalty: 5052.252930
	Iteration 40F: 3 clusters Score -3013634 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3013914.500000 Penalty: 5052.252930
	Iteration 41Q: 3 clusters Score -3013914 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -3014376.750000 Penalty: 5052.252930
	Iteration 42Q: 3 clusters Score -3014377 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3015123.750000 Penalty: 5052.252930
	Iteration 43Q: 3 clusters Score -3015124 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3015719.250000 Penalty: 5052.252930
	Iteration 44Q: 3 clusters Score -3015719 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3015989.750000 Penalty: 5052.252930
	Iteration 45Q: 3 clusters Score -3015990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -3016096.250000 Penalty: 5052.252930
	Iteration 46Q: 3 clusters Score -3016096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3016145.000000 Penalty: 5052.252930
	Iteration 47Q: 3 clusters Score -3016145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3016163.250000 Penalty: 5052.252930
	Iteration 48Q: 3 clusters Score -3016163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -3016175.250000 Penalty: 5052.252930
	Iteration 49Q: 3 clusters Score -3016175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3016177.500000 Penalty: 5052.252930
	Iteration 50Q: 3 clusters Score -3016178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3016181.000000 Penalty: 5052.252930
	Iteration 51Q: 3 clusters Score -3016181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -3016189.500000 Penalty: 5052.252930
	Iteration 52Q: 3 clusters Score -3016190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3016193.250000 Penalty: 5052.252930
	Iteration 53Q: 3 clusters Score -3016193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3016190.500000 Penalty: 5052.252930
	Iteration 54Q: 3 clusters Score -3016190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3016188.750000 Penalty: 5052.252930
	Iteration 55Q: 3 clusters Score -3016189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3016187.500000 Penalty: 5052.252930
	Iteration 56Q: 3 clusters Score -3016188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3016188.500000 Penalty: 5052.252930
	Iteration 57Q: 3 clusters Score -3016188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3016185.500000 Penalty: 5052.252930
	Iteration 58Q: 3 clusters Score -3016186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3016191.000000 Penalty: 5052.252930
	Iteration 59Q: 3 clusters Score -3016191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3016190.500000 Penalty: 5052.252930
	Iteration 60F: 3 clusters Score -3016190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3016189.750000 Penalty: 5052.252930
	Iteration 61Q: 3 clusters Score -3016190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3016190.500000 Penalty: 5052.252930
	Iteration 62Q: 3 clusters Score -3016190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3016191.500000 Penalty: 5052.252930
	Iteration 63Q: 3 clusters Score -3016192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3016191.500000 Penalty: 5052.252930
	Iteration 64F: 3 clusters Score -3016192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 39676 members 
Mstep: Class 14 contains 169494 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Entering Unmasked Estep 
Score: -225846368.000000 Penalty: 97193.984375
Splitting cluster 10 changes total score from -225772816.000000 to -225846368.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (204592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204592 members 
Entering Unmasked Estep 
Score: -23422454.000000 Penalty: 3032.735840
	Iteration 0F: 2 clusters Score -2.342245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -23285746.000000 Penalty: 6065.471680
	Iteration 0F: 3 clusters Score -2.328575e+07 nChanged 98303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107404 members 
Mstep: Class 2 contains 97188 members 
Entering Unmasked Estep 
Score: -23344252.000000 Penalty: 6065.471680
	Iteration 1F: 3 clusters Score -2.334425e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110627 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -23346702.000000 Penalty: 6065.471680
	Iteration 2Q: 3 clusters Score -2.33467e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115347 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -23350524.000000 Penalty: 6065.471680
	Iteration 3Q: 3 clusters Score -2.335052e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121997 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -23356430.000000 Penalty: 6065.471680
	Iteration 4F: 3 clusters Score -2.335643e+07 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130739 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -23364620.000000 Penalty: 6065.471680
	Iteration 5F: 3 clusters Score -2.336462e+07 nChanged 14359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 63202 members 
Entering Unmasked Estep 
Score: -23374180.000000 Penalty: 6065.471680
	Iteration 6F: 3 clusters Score -2.337418e+07 nChanged 14292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -23384386.000000 Penalty: 6065.471680
	Iteration 7F: 3 clusters Score -2.338439e+07 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -23393342.000000 Penalty: 6065.471680
	Iteration 8F: 3 clusters Score -2.339334e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173040 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -23400544.000000 Penalty: 6065.471680
	Iteration 9Q: 3 clusters Score -2.340054e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -23405890.000000 Penalty: 6065.471680
	Iteration 10Q: 3 clusters Score -2.340589e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186540 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -23410350.000000 Penalty: 6065.471680
	Iteration 11Q: 3 clusters Score -2.341035e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190721 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -23413602.000000 Penalty: 6065.471680
	Iteration 12Q: 3 clusters Score -2.34136e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193625 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -23415970.000000 Penalty: 6065.471680
	Iteration 13Q: 3 clusters Score -2.341597e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195501 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -23417244.000000 Penalty: 6065.471680
	Iteration 14Q: 3 clusters Score -2.341724e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196824 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -23418102.000000 Penalty: 6065.471680
	Iteration 15Q: 3 clusters Score -2.34181e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197802 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -23418716.000000 Penalty: 6065.471680
	Iteration 16Q: 3 clusters Score -2.341872e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198584 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -23419106.000000 Penalty: 6065.471680
	Iteration 17Q: 3 clusters Score -2.341911e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199223 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -23419390.000000 Penalty: 6065.471680
	Iteration 18Q: 3 clusters Score -2.341939e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199705 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -23419582.000000 Penalty: 6065.471680
	Iteration 19Q: 3 clusters Score -2.341958e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200086 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -23419836.000000 Penalty: 6065.471680
	Iteration 20F: 3 clusters Score -2.341984e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200418 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -23419946.000000 Penalty: 6065.471680
	Iteration 21Q: 3 clusters Score -2.341995e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200682 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -23419978.000000 Penalty: 6065.471680
	Iteration 22Q: 3 clusters Score -2.341998e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200895 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -23420036.000000 Penalty: 6065.471680
	Iteration 23Q: 3 clusters Score -2.342004e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201070 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -23420096.000000 Penalty: 6065.471680
	Iteration 24Q: 3 clusters Score -2.34201e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201221 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -23420152.000000 Penalty: 6065.471680
	Iteration 25Q: 3 clusters Score -2.342015e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201340 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23420184.000000 Penalty: 6065.471680
	Iteration 26Q: 3 clusters Score -2.342018e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201446 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23420200.000000 Penalty: 6065.471680
	Iteration 27Q: 3 clusters Score -2.34202e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201535 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -23420256.000000 Penalty: 6065.471680
	Iteration 28Q: 3 clusters Score -2.342026e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201613 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -23420276.000000 Penalty: 6065.471680
	Iteration 29Q: 3 clusters Score -2.342028e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201665 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -23420324.000000 Penalty: 6065.471680
	Iteration 30Q: 3 clusters Score -2.342032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201710 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -23420316.000000 Penalty: 6065.471680
	Iteration 31Q: 3 clusters Score -2.342032e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201749 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -23420306.000000 Penalty: 6065.471680
	Iteration 32Q: 3 clusters Score -2.342031e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201794 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -23420308.000000 Penalty: 6065.471680
	Iteration 33Q: 3 clusters Score -2.342031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201841 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -23420318.000000 Penalty: 6065.471680
	Iteration 34Q: 3 clusters Score -2.342032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201876 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -23420330.000000 Penalty: 6065.471680
	Iteration 35Q: 3 clusters Score -2.342033e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201911 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -23420322.000000 Penalty: 6065.471680
	Iteration 36Q: 3 clusters Score -2.342032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201947 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -23420326.000000 Penalty: 6065.471680
	Iteration 37Q: 3 clusters Score -2.342033e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201972 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -23420330.000000 Penalty: 6065.471680
	Iteration 38Q: 3 clusters Score -2.342033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201995 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -23420322.000000 Penalty: 6065.471680
	Iteration 39Q: 3 clusters Score -2.342032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202013 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -23420310.000000 Penalty: 6065.471680
	Iteration 40F: 3 clusters Score -2.342031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202031 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -23420304.000000 Penalty: 6065.471680
	Iteration 41Q: 3 clusters Score -2.34203e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202052 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23420336.000000 Penalty: 6065.471680
	Iteration 42Q: 3 clusters Score -2.342034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202071 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -23420346.000000 Penalty: 6065.471680
	Iteration 43Q: 3 clusters Score -2.342035e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202089 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -23420332.000000 Penalty: 6065.471680
	Iteration 44Q: 3 clusters Score -2.342033e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202107 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -23420328.000000 Penalty: 6065.471680
	Iteration 45Q: 3 clusters Score -2.342033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202128 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -23420330.000000 Penalty: 6065.471680
	Iteration 46Q: 3 clusters Score -2.342033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202141 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -23420356.000000 Penalty: 6065.471680
	Iteration 47Q: 3 clusters Score -2.342036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202153 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -23420322.000000 Penalty: 6065.471680
	Iteration 48Q: 3 clusters Score -2.342032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202164 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -23420338.000000 Penalty: 6065.471680
	Iteration 49Q: 3 clusters Score -2.342034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202174 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -23420312.000000 Penalty: 6065.471680
	Iteration 50Q: 3 clusters Score -2.342031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202185 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -23420340.000000 Penalty: 6065.471680
	Iteration 51Q: 3 clusters Score -2.342034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202200 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -23420344.000000 Penalty: 6065.471680
	Iteration 52Q: 3 clusters Score -2.342034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202211 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -23420354.000000 Penalty: 6065.471680
	Iteration 53Q: 3 clusters Score -2.342035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202219 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -23420352.000000 Penalty: 6065.471680
	Iteration 54Q: 3 clusters Score -2.342035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202232 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -23420354.000000 Penalty: 6065.471680
	Iteration 55Q: 3 clusters Score -2.342035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202240 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -23420380.000000 Penalty: 6065.471680
	Iteration 56Q: 3 clusters Score -2.342038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202255 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23420382.000000 Penalty: 6065.471680
	Iteration 57Q: 3 clusters Score -2.342038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202270 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -23420408.000000 Penalty: 6065.471680
	Iteration 58Q: 3 clusters Score -2.342041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202282 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -23420394.000000 Penalty: 6065.471680
	Iteration 59Q: 3 clusters Score -2.342039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202288 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -23420380.000000 Penalty: 6065.471680
	Iteration 60F: 3 clusters Score -2.342038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202301 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23420398.000000 Penalty: 6065.471680
	Iteration 61Q: 3 clusters Score -2.34204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202306 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -23420394.000000 Penalty: 6065.471680
	Iteration 62Q: 3 clusters Score -2.342039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202312 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -23420396.000000 Penalty: 6065.471680
	Iteration 63Q: 3 clusters Score -2.34204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202318 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23420382.000000 Penalty: 6065.471680
	Iteration 64Q: 3 clusters Score -2.342038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202326 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -23420388.000000 Penalty: 6065.471680
	Iteration 65Q: 3 clusters Score -2.342039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202333 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -23420372.000000 Penalty: 6065.471680
	Iteration 66Q: 3 clusters Score -2.342037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202339 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -23420382.000000 Penalty: 6065.471680
	Iteration 67Q: 3 clusters Score -2.342038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202343 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -23420376.000000 Penalty: 6065.471680
	Iteration 68Q: 3 clusters Score -2.342038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202347 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23420384.000000 Penalty: 6065.471680
	Iteration 69Q: 3 clusters Score -2.342038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202352 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -23420378.000000 Penalty: 6065.471680
	Iteration 70Q: 3 clusters Score -2.342038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202354 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -23420376.000000 Penalty: 6065.471680
	Iteration 71Q: 3 clusters Score -2.342038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202356 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23420378.000000 Penalty: 6065.471680
	Iteration 72Q: 3 clusters Score -2.342038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202356 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23420386.000000 Penalty: 6065.471680
	Iteration 73Q: 3 clusters Score -2.342039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -23420376.000000 Penalty: 6065.471680
	Iteration 74Q: 3 clusters Score -2.342038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202356 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23420376.000000 Penalty: 6065.471680
	Iteration 75Q: 3 clusters Score -2.342038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202357 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -23420372.000000 Penalty: 6065.471680
	Iteration 76Q: 3 clusters Score -2.342037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202358 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -23420376.000000 Penalty: 6065.471680
	Iteration 77Q: 3 clusters Score -2.342038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202358 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -23420376.000000 Penalty: 6065.471680
	Iteration 78F: 3 clusters Score -2.342038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Entering Unmasked Estep 
Score: -3337926.250000 Penalty: 2552.678955
	Iteration 0F: 2 clusters Score -3337926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3317660.000000 Penalty: 5105.357910
	Iteration 0F: 3 clusters Score -3317660 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3325223.500000 Penalty: 5105.357910
	Iteration 1F: 3 clusters Score -3325224 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3326227.500000 Penalty: 5105.357910
	Iteration 2F: 3 clusters Score -3326228 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -3327587.000000 Penalty: 5105.357910
	Iteration 3F: 3 clusters Score -3327587 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -3329443.000000 Penalty: 5105.357910
	Iteration 4F: 3 clusters Score -3329443 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3331451.000000 Penalty: 5105.357910
	Iteration 5F: 3 clusters Score -3331451 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3333135.000000 Penalty: 5105.357910
	Iteration 6F: 3 clusters Score -3333135 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3334215.250000 Penalty: 5105.357910
	Iteration 7F: 3 clusters Score -3334215 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3334974.000000 Penalty: 5105.357910
	Iteration 8Q: 3 clusters Score -3334974 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -3335522.750000 Penalty: 5105.357910
	Iteration 9Q: 3 clusters Score -3335523 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3335957.250000 Penalty: 5105.357910
	Iteration 10Q: 3 clusters Score -3335957 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3336325.500000 Penalty: 5105.357910
	Iteration 11Q: 3 clusters Score -3336326 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3336642.000000 Penalty: 5105.357910
	Iteration 12Q: 3 clusters Score -3336642 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3337004.000000 Penalty: 5105.357910
	Iteration 13Q: 3 clusters Score -3337004 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3337354.500000 Penalty: 5105.357910
	Iteration 14Q: 3 clusters Score -3337354 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3337715.500000 Penalty: 5105.357910
	Iteration 15Q: 3 clusters Score -3337716 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3338013.250000 Penalty: 5105.357910
	Iteration 16Q: 3 clusters Score -3338013 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3338222.500000 Penalty: 5105.357910
	Iteration 17Q: 3 clusters Score -3338222 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3338347.750000 Penalty: 5105.357910
	Iteration 18Q: 3 clusters Score -3338348 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3338419.750000 Penalty: 5105.357910
	Iteration 19Q: 3 clusters Score -3338420 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3338449.500000 Penalty: 5105.357910
	Iteration 20F: 3 clusters Score -3338450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3338471.000000 Penalty: 5105.357910
	Iteration 21Q: 3 clusters Score -3338471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -3338471.000000 Penalty: 5105.357910
	Iteration 22Q: 3 clusters Score -3338471 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3338474.000000 Penalty: 5105.357910
	Iteration 23Q: 3 clusters Score -3338474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -3338491.500000 Penalty: 5105.357910
	Iteration 24Q: 3 clusters Score -3338492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3338485.000000 Penalty: 5105.357910
	Iteration 25Q: 3 clusters Score -3338485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -3338494.000000 Penalty: 5105.357910
	Iteration 26Q: 3 clusters Score -3338494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -3338487.500000 Penalty: 5105.357910
	Iteration 27Q: 3 clusters Score -3338488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3338491.250000 Penalty: 5105.357910
	Iteration 28Q: 3 clusters Score -3338491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3338498.250000 Penalty: 5105.357910
	Iteration 29Q: 3 clusters Score -3338498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3338495.000000 Penalty: 5105.357910
	Iteration 30Q: 3 clusters Score -3338495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -3338504.250000 Penalty: 5105.357910
	Iteration 31Q: 3 clusters Score -3338504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3338504.250000 Penalty: 5105.357910
	Iteration 32Q: 3 clusters Score -3338504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3338503.250000 Penalty: 5105.357910
	Iteration 33Q: 3 clusters Score -3338503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3338501.250000 Penalty: 5105.357910
	Iteration 34Q: 3 clusters Score -3338501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3338509.500000 Penalty: 5105.357910
	Iteration 35Q: 3 clusters Score -3338510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3338507.750000 Penalty: 5105.357910
	Iteration 36Q: 3 clusters Score -3338508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3338504.000000 Penalty: 5105.357910
	Iteration 37Q: 3 clusters Score -3338504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3338504.250000 Penalty: 5105.357910
	Iteration 38Q: 3 clusters Score -3338504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3338508.000000 Penalty: 5105.357910
	Iteration 39Q: 3 clusters Score -3338508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3338510.250000 Penalty: 5105.357910
	Iteration 40F: 3 clusters Score -3338510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -3338513.000000 Penalty: 5105.357910
	Iteration 41Q: 3 clusters Score -3338513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3338512.000000 Penalty: 5105.357910
	Iteration 42Q: 3 clusters Score -3338512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3338513.000000 Penalty: 5105.357910
	Iteration 43Q: 3 clusters Score -3338513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3338511.750000 Penalty: 5105.357910
	Iteration 44Q: 3 clusters Score -3338512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3338508.500000 Penalty: 5105.357910
	Iteration 45Q: 3 clusters Score -3338508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3338510.500000 Penalty: 5105.357910
	Iteration 46Q: 3 clusters Score -3338510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3338510.500000 Penalty: 5105.357910
	Iteration 47F: 3 clusters Score -3338510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 39676 members 
Mstep: Class 14 contains 169494 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Entering Unmasked Estep 
Score: -225843856.000000 Penalty: 100793.765625
Splitting cluster 12 changes total score from -225772816.000000 to -225843856.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (39676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Entering Unmasked Estep 
Score: -4595590.500000 Penalty: 2625.948486
	Iteration 0F: 2 clusters Score -4595590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -4568780.000000 Penalty: 5251.896973
	Iteration 0F: 3 clusters Score -4568780 nChanged 18247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -4580164.500000 Penalty: 5251.896973
	Iteration 1F: 3 clusters Score -4580164 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4583171.500000 Penalty: 5251.896973
	Iteration 2F: 3 clusters Score -4583172 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4587129.000000 Penalty: 5251.896973
	Iteration 3F: 3 clusters Score -4587129 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4590376.500000 Penalty: 5251.896973
	Iteration 4F: 3 clusters Score -4590376 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4592183.500000 Penalty: 5251.896973
	Iteration 5F: 3 clusters Score -4592184 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4593047.000000 Penalty: 5251.896973
	Iteration 6Q: 3 clusters Score -4593047 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4593487.500000 Penalty: 5251.896973
	Iteration 7Q: 3 clusters Score -4593488 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4593778.000000 Penalty: 5251.896973
	Iteration 8Q: 3 clusters Score -4593778 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -4593968.000000 Penalty: 5251.896973
	Iteration 9Q: 3 clusters Score -4593968 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -4594166.000000 Penalty: 5251.896973
	Iteration 10Q: 3 clusters Score -4594166 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4594358.500000 Penalty: 5251.896973
	Iteration 11Q: 3 clusters Score -4594358 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -4594562.500000 Penalty: 5251.896973
	Iteration 12Q: 3 clusters Score -4594562 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -4594752.000000 Penalty: 5251.896973
	Iteration 13Q: 3 clusters Score -4594752 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4594916.500000 Penalty: 5251.896973
	Iteration 14Q: 3 clusters Score -4594916 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4595089.500000 Penalty: 5251.896973
	Iteration 15Q: 3 clusters Score -4595090 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4595260.000000 Penalty: 5251.896973
	Iteration 16Q: 3 clusters Score -4595260 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4595346.000000 Penalty: 5251.896973
	Iteration 17Q: 3 clusters Score -4595346 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4595466.500000 Penalty: 5251.896973
	Iteration 18Q: 3 clusters Score -4595466 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4595566.000000 Penalty: 5251.896973
	Iteration 19Q: 3 clusters Score -4595566 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4595649.000000 Penalty: 5251.896973
	Iteration 20F: 3 clusters Score -4595649 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4595782.500000 Penalty: 5251.896973
	Iteration 21Q: 3 clusters Score -4595782 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -4595830.000000 Penalty: 5251.896973
	Iteration 22Q: 3 clusters Score -4595830 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4595912.500000 Penalty: 5251.896973
	Iteration 23Q: 3 clusters Score -4595912 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4595988.000000 Penalty: 5251.896973
	Iteration 24Q: 3 clusters Score -4595988 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4596067.000000 Penalty: 5251.896973
	Iteration 25Q: 3 clusters Score -4596067 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4596151.000000 Penalty: 5251.896973
	Iteration 26Q: 3 clusters Score -4596151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4596207.000000 Penalty: 5251.896973
	Iteration 27Q: 3 clusters Score -4596207 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4596254.500000 Penalty: 5251.896973
	Iteration 28Q: 3 clusters Score -4596254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4596317.000000 Penalty: 5251.896973
	Iteration 29Q: 3 clusters Score -4596317 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4596339.500000 Penalty: 5251.896973
	Iteration 30Q: 3 clusters Score -4596340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4596349.500000 Penalty: 5251.896973
	Iteration 31Q: 3 clusters Score -4596350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4596359.000000 Penalty: 5251.896973
	Iteration 32Q: 3 clusters Score -4596359 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4596370.500000 Penalty: 5251.896973
	Iteration 33Q: 3 clusters Score -4596370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4596386.500000 Penalty: 5251.896973
	Iteration 34Q: 3 clusters Score -4596386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4596402.500000 Penalty: 5251.896973
	Iteration 35Q: 3 clusters Score -4596402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4596397.000000 Penalty: 5251.896973
	Iteration 36Q: 3 clusters Score -4596397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4596417.000000 Penalty: 5251.896973
	Iteration 37Q: 3 clusters Score -4596417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4596425.500000 Penalty: 5251.896973
	Iteration 38Q: 3 clusters Score -4596426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4596428.000000 Penalty: 5251.896973
	Iteration 39Q: 3 clusters Score -4596428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4596439.000000 Penalty: 5251.896973
	Iteration 40F: 3 clusters Score -4596439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4596434.500000 Penalty: 5251.896973
	Iteration 41Q: 3 clusters Score -4596434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4596436.500000 Penalty: 5251.896973
	Iteration 42Q: 3 clusters Score -4596436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4596434.000000 Penalty: 5251.896973
	Iteration 43Q: 3 clusters Score -4596434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4596433.000000 Penalty: 5251.896973
	Iteration 44Q: 3 clusters Score -4596433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4596433.500000 Penalty: 5251.896973
	Iteration 45Q: 3 clusters Score -4596434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4596432.000000 Penalty: 5251.896973
	Iteration 46Q: 3 clusters Score -4596432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4596430.000000 Penalty: 5251.896973
	Iteration 47Q: 3 clusters Score -4596430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4596436.000000 Penalty: 5251.896973
	Iteration 48Q: 3 clusters Score -4596436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4596442.000000 Penalty: 5251.896973
	Iteration 49Q: 3 clusters Score -4596442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4596433.500000 Penalty: 5251.896973
	Iteration 50Q: 3 clusters Score -4596434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4596431.000000 Penalty: 5251.896973
	Iteration 51Q: 3 clusters Score -4596431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4596430.500000 Penalty: 5251.896973
	Iteration 52Q: 3 clusters Score -4596430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4596437.500000 Penalty: 5251.896973
	Iteration 53Q: 3 clusters Score -4596438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4596435.000000 Penalty: 5251.896973
	Iteration 54Q: 3 clusters Score -4596435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4596446.000000 Penalty: 5251.896973
	Iteration 55Q: 3 clusters Score -4596446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4596445.500000 Penalty: 5251.896973
	Iteration 56Q: 3 clusters Score -4596446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -4596443.000000 Penalty: 5251.896973
	Iteration 57Q: 3 clusters Score -4596443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4596445.000000 Penalty: 5251.896973
	Iteration 58Q: 3 clusters Score -4596445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4596449.000000 Penalty: 5251.896973
	Iteration 59Q: 3 clusters Score -4596449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4596448.000000 Penalty: 5251.896973
	Iteration 60F: 3 clusters Score -4596448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4596444.500000 Penalty: 5251.896973
	Iteration 61Q: 3 clusters Score -4596444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4596445.000000 Penalty: 5251.896973
	Iteration 62Q: 3 clusters Score -4596445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4596447.500000 Penalty: 5251.896973
	Iteration 63Q: 3 clusters Score -4596448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4596449.000000 Penalty: 5251.896973
	Iteration 64Q: 3 clusters Score -4596449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4596449.000000 Penalty: 5251.896973
	Iteration 65F: 3 clusters Score -4596449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 169494 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Entering Unmasked Estep 
Score: -225847952.000000 Penalty: 104393.539062
Splitting cluster 13 changes total score from -225772816.000000 to -225847952.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (169494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169494 members 
Entering Unmasked Estep 
Score: -19594224.000000 Penalty: 2986.062012
	Iteration 0F: 2 clusters Score -1.959422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -19482000.000000 Penalty: 5972.124023
	Iteration 0F: 3 clusters Score -1.9482e+07 nChanged 80950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 84260 members 
Entering Unmasked Estep 
Score: -19530122.000000 Penalty: 5972.124023
	Iteration 1F: 3 clusters Score -1.953012e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85183 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -19532544.000000 Penalty: 5972.124023
	Iteration 2Q: 3 clusters Score -1.953254e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84695 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -19535670.000000 Penalty: 5972.124023
	Iteration 3Q: 3 clusters Score -1.953567e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -19539784.000000 Penalty: 5972.124023
	Iteration 4F: 3 clusters Score -1.953978e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -19545674.000000 Penalty: 5972.124023
	Iteration 5F: 3 clusters Score -1.954567e+07 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -19552816.000000 Penalty: 5972.124023
	Iteration 6F: 3 clusters Score -1.955282e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -19560042.000000 Penalty: 5972.124023
	Iteration 7F: 3 clusters Score -1.956004e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -19567074.000000 Penalty: 5972.124023
	Iteration 8F: 3 clusters Score -1.956707e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 100106 members 
Entering Unmasked Estep 
Score: -19573096.000000 Penalty: 5972.124023
	Iteration 9F: 3 clusters Score -1.95731e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66638 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -19577546.000000 Penalty: 5972.124023
	Iteration 10Q: 3 clusters Score -1.957755e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -19580944.000000 Penalty: 5972.124023
	Iteration 11Q: 3 clusters Score -1.958094e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -19583238.000000 Penalty: 5972.124023
	Iteration 12Q: 3 clusters Score -1.958324e+07 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 109923 members 
Entering Unmasked Estep 
Score: -19585200.000000 Penalty: 5972.124023
	Iteration 13Q: 3 clusters Score -1.95852e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 112266 members 
Entering Unmasked Estep 
Score: -19587050.000000 Penalty: 5972.124023
	Iteration 14Q: 3 clusters Score -1.958705e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -19588916.000000 Penalty: 5972.124023
	Iteration 15Q: 3 clusters Score -1.958892e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 117067 members 
Entering Unmasked Estep 
Score: -19590978.000000 Penalty: 5972.124023
	Iteration 16Q: 3 clusters Score -1.959098e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 119528 members 
Entering Unmasked Estep 
Score: -19593480.000000 Penalty: 5972.124023
	Iteration 17Q: 3 clusters Score -1.959348e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 122141 members 
Entering Unmasked Estep 
Score: -19597190.000000 Penalty: 5972.124023
	Iteration 18Q: 3 clusters Score -1.959719e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 124741 members 
Entering Unmasked Estep 
Score: -19601900.000000 Penalty: 5972.124023
	Iteration 19Q: 3 clusters Score -1.96019e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 126972 members 
Entering Unmasked Estep 
Score: -19606526.000000 Penalty: 5972.124023
	Iteration 20F: 3 clusters Score -1.960653e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -19610104.000000 Penalty: 5972.124023
	Iteration 21Q: 3 clusters Score -1.96101e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 130277 members 
Entering Unmasked Estep 
Score: -19611676.000000 Penalty: 5972.124023
	Iteration 22Q: 3 clusters Score -1.961168e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 131249 members 
Entering Unmasked Estep 
Score: -19612068.000000 Penalty: 5972.124023
	Iteration 23Q: 3 clusters Score -1.961207e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 131930 members 
Entering Unmasked Estep 
Score: -19612308.000000 Penalty: 5972.124023
	Iteration 24Q: 3 clusters Score -1.961231e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 132417 members 
Entering Unmasked Estep 
Score: -19612386.000000 Penalty: 5972.124023
	Iteration 25Q: 3 clusters Score -1.961239e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 132749 members 
Entering Unmasked Estep 
Score: -19612434.000000 Penalty: 5972.124023
	Iteration 26Q: 3 clusters Score -1.961243e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 132993 members 
Entering Unmasked Estep 
Score: -19612422.000000 Penalty: 5972.124023
	Iteration 27Q: 3 clusters Score -1.961242e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 133161 members 
Entering Unmasked Estep 
Score: -19612438.000000 Penalty: 5972.124023
	Iteration 28Q: 3 clusters Score -1.961244e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 133274 members 
Entering Unmasked Estep 
Score: -19612420.000000 Penalty: 5972.124023
	Iteration 29Q: 3 clusters Score -1.961242e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 133358 members 
Entering Unmasked Estep 
Score: -19612416.000000 Penalty: 5972.124023
	Iteration 30Q: 3 clusters Score -1.961242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -19612414.000000 Penalty: 5972.124023
	Iteration 31Q: 3 clusters Score -1.961241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 133476 members 
Entering Unmasked Estep 
Score: -19612414.000000 Penalty: 5972.124023
	Iteration 32Q: 3 clusters Score -1.961241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 133508 members 
Entering Unmasked Estep 
Score: -19612392.000000 Penalty: 5972.124023
	Iteration 33Q: 3 clusters Score -1.961239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 133527 members 
Entering Unmasked Estep 
Score: -19612402.000000 Penalty: 5972.124023
	Iteration 34Q: 3 clusters Score -1.96124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 133541 members 
Entering Unmasked Estep 
Score: -19612396.000000 Penalty: 5972.124023
	Iteration 35Q: 3 clusters Score -1.96124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 133550 members 
Entering Unmasked Estep 
Score: -19612388.000000 Penalty: 5972.124023
	Iteration 36Q: 3 clusters Score -1.961239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 133557 members 
Entering Unmasked Estep 
Score: -19612376.000000 Penalty: 5972.124023
	Iteration 37Q: 3 clusters Score -1.961238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 133561 members 
Entering Unmasked Estep 
Score: -19612386.000000 Penalty: 5972.124023
	Iteration 38Q: 3 clusters Score -1.961239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 133565 members 
Entering Unmasked Estep 
Score: -19612384.000000 Penalty: 5972.124023
	Iteration 39Q: 3 clusters Score -1.961238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 133566 members 
Entering Unmasked Estep 
Score: -19612380.000000 Penalty: 5972.124023
	Iteration 40F: 3 clusters Score -1.961238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -19612384.000000 Penalty: 5972.124023
	Iteration 41Q: 3 clusters Score -1.961238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 133567 members 
Entering Unmasked Estep 
Score: -19612384.000000 Penalty: 5972.124023
	Iteration 42F: 3 clusters Score -1.961238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 185450 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 133567 members 
Entering Unmasked Estep 
Score: -225864896.000000 Penalty: 107993.320312
Splitting cluster 14 changes total score from -225772816.000000 to -225864896.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (185450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185450 members 
Entering Unmasked Estep 
Score: -21463464.000000 Penalty: 3008.374023
	Iteration 0F: 2 clusters Score -2.146346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -21341124.000000 Penalty: 6016.748047
	Iteration 0F: 3 clusters Score -2.134112e+07 nChanged 89208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 96898 members 
Entering Unmasked Estep 
Score: -21393792.000000 Penalty: 6016.748047
	Iteration 1F: 3 clusters Score -2.139379e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 99996 members 
Entering Unmasked Estep 
Score: -21396556.000000 Penalty: 6016.748047
	Iteration 2Q: 3 clusters Score -2.139656e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80548 members 
Mstep: Class 2 contains 104902 members 
Entering Unmasked Estep 
Score: -21400852.000000 Penalty: 6016.748047
	Iteration 3F: 3 clusters Score -2.140085e+07 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -21407586.000000 Penalty: 6016.748047
	Iteration 4F: 3 clusters Score -2.140759e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 122161 members 
Entering Unmasked Estep 
Score: -21416842.000000 Penalty: 6016.748047
	Iteration 5F: 3 clusters Score -2.141684e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 133282 members 
Entering Unmasked Estep 
Score: -21427894.000000 Penalty: 6016.748047
	Iteration 6F: 3 clusters Score -2.142789e+07 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 143464 members 
Entering Unmasked Estep 
Score: -21438252.000000 Penalty: 6016.748047
	Iteration 7F: 3 clusters Score -2.143825e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 151427 members 
Entering Unmasked Estep 
Score: -21446720.000000 Penalty: 6016.748047
	Iteration 8F: 3 clusters Score -2.144672e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 157064 members 
Entering Unmasked Estep 
Score: -21453292.000000 Penalty: 6016.748047
	Iteration 9Q: 3 clusters Score -2.145329e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 160966 members 
Entering Unmasked Estep 
Score: -21457576.000000 Penalty: 6016.748047
	Iteration 10Q: 3 clusters Score -2.145758e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -21460750.000000 Penalty: 6016.748047
	Iteration 11Q: 3 clusters Score -2.146075e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 166296 members 
Entering Unmasked Estep 
Score: -21463032.000000 Penalty: 6016.748047
	Iteration 12Q: 3 clusters Score -2.146303e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 168044 members 
Entering Unmasked Estep 
Score: -21464514.000000 Penalty: 6016.748047
	Iteration 13Q: 3 clusters Score -2.146451e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 169370 members 
Entering Unmasked Estep 
Score: -21465594.000000 Penalty: 6016.748047
	Iteration 14Q: 3 clusters Score -2.146559e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -21466088.000000 Penalty: 6016.748047
	Iteration 15Q: 3 clusters Score -2.146609e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 171141 members 
Entering Unmasked Estep 
Score: -21466368.000000 Penalty: 6016.748047
	Iteration 16Q: 3 clusters Score -2.146637e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -21466446.000000 Penalty: 6016.748047
	Iteration 17Q: 3 clusters Score -2.146645e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 172161 members 
Entering Unmasked Estep 
Score: -21466528.000000 Penalty: 6016.748047
	Iteration 18Q: 3 clusters Score -2.146653e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 172520 members 
Entering Unmasked Estep 
Score: -21466542.000000 Penalty: 6016.748047
	Iteration 19Q: 3 clusters Score -2.146654e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 172806 members 
Entering Unmasked Estep 
Score: -21466576.000000 Penalty: 6016.748047
	Iteration 20F: 3 clusters Score -2.146658e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -21466632.000000 Penalty: 6016.748047
	Iteration 21Q: 3 clusters Score -2.146663e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 173234 members 
Entering Unmasked Estep 
Score: -21466666.000000 Penalty: 6016.748047
	Iteration 22Q: 3 clusters Score -2.146667e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 173397 members 
Entering Unmasked Estep 
Score: -21466704.000000 Penalty: 6016.748047
	Iteration 23Q: 3 clusters Score -2.14667e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 173532 members 
Entering Unmasked Estep 
Score: -21466668.000000 Penalty: 6016.748047
	Iteration 24Q: 3 clusters Score -2.146667e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 173636 members 
Entering Unmasked Estep 
Score: -21466692.000000 Penalty: 6016.748047
	Iteration 25Q: 3 clusters Score -2.146669e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 173734 members 
Entering Unmasked Estep 
Score: -21466696.000000 Penalty: 6016.748047
	Iteration 26Q: 3 clusters Score -2.14667e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 173826 members 
Entering Unmasked Estep 
Score: -21466728.000000 Penalty: 6016.748047
	Iteration 27Q: 3 clusters Score -2.146673e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 173911 members 
Entering Unmasked Estep 
Score: -21466778.000000 Penalty: 6016.748047
	Iteration 28Q: 3 clusters Score -2.146678e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 173992 members 
Entering Unmasked Estep 
Score: -21466762.000000 Penalty: 6016.748047
	Iteration 29Q: 3 clusters Score -2.146676e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 174068 members 
Entering Unmasked Estep 
Score: -21466772.000000 Penalty: 6016.748047
	Iteration 30Q: 3 clusters Score -2.146677e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 174122 members 
Entering Unmasked Estep 
Score: -21466798.000000 Penalty: 6016.748047
	Iteration 31Q: 3 clusters Score -2.14668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -21466828.000000 Penalty: 6016.748047
	Iteration 32Q: 3 clusters Score -2.146683e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 174206 members 
Entering Unmasked Estep 
Score: -21466842.000000 Penalty: 6016.748047
	Iteration 33Q: 3 clusters Score -2.146684e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -21466820.000000 Penalty: 6016.748047
	Iteration 34Q: 3 clusters Score -2.146682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 174287 members 
Entering Unmasked Estep 
Score: -21466820.000000 Penalty: 6016.748047
	Iteration 35Q: 3 clusters Score -2.146682e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -21466820.000000 Penalty: 6016.748047
	Iteration 36Q: 3 clusters Score -2.146682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 174343 members 
Entering Unmasked Estep 
Score: -21466848.000000 Penalty: 6016.748047
	Iteration 37Q: 3 clusters Score -2.146685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -21466834.000000 Penalty: 6016.748047
	Iteration 38Q: 3 clusters Score -2.146683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 174389 members 
Entering Unmasked Estep 
Score: -21466860.000000 Penalty: 6016.748047
	Iteration 39Q: 3 clusters Score -2.146686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 174405 members 
Entering Unmasked Estep 
Score: -21466832.000000 Penalty: 6016.748047
	Iteration 40F: 3 clusters Score -2.146683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 174416 members 
Entering Unmasked Estep 
Score: -21466840.000000 Penalty: 6016.748047
	Iteration 41Q: 3 clusters Score -2.146684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 174424 members 
Entering Unmasked Estep 
Score: -21466844.000000 Penalty: 6016.748047
	Iteration 42Q: 3 clusters Score -2.146684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 174430 members 
Entering Unmasked Estep 
Score: -21466826.000000 Penalty: 6016.748047
	Iteration 43Q: 3 clusters Score -2.146683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 174434 members 
Entering Unmasked Estep 
Score: -21466828.000000 Penalty: 6016.748047
	Iteration 44Q: 3 clusters Score -2.146683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 174436 members 
Entering Unmasked Estep 
Score: -21466828.000000 Penalty: 6016.748047
	Iteration 45Q: 3 clusters Score -2.146683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 174439 members 
Entering Unmasked Estep 
Score: -21466828.000000 Penalty: 6016.748047
	Iteration 46Q: 3 clusters Score -2.146683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 174441 members 
Entering Unmasked Estep 
Score: -21466826.000000 Penalty: 6016.748047
	Iteration 47Q: 3 clusters Score -2.146683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -21466830.000000 Penalty: 6016.748047
	Iteration 48Q: 3 clusters Score -2.146683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -21466830.000000 Penalty: 6016.748047
	Iteration 49F: 3 clusters Score -2.146683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 23412 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 133567 members 
Mstep: Class 31 contains 174442 members 
Entering Unmasked Estep 
Score: -225868112.000000 Penalty: 111593.093750
Splitting cluster 15 changes total score from -225772816.000000 to -225868112.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (23412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Entering Unmasked Estep 
Score: -2550072.750000 Penalty: 2495.128906
	Iteration 0F: 2 clusters Score -2550073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2533839.000000 Penalty: 4990.257812
	Iteration 0F: 3 clusters Score -2533839 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2540894.750000 Penalty: 4990.257812
	Iteration 1F: 3 clusters Score -2540895 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2544333.750000 Penalty: 4990.257812
	Iteration 2F: 3 clusters Score -2544334 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2547511.750000 Penalty: 4990.257812
	Iteration 3F: 3 clusters Score -2547512 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2549662.750000 Penalty: 4990.257812
	Iteration 4F: 3 clusters Score -2549663 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2550917.250000 Penalty: 4990.257812
	Iteration 5F: 3 clusters Score -2550917 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2551566.250000 Penalty: 4990.257812
	Iteration 6Q: 3 clusters Score -2551566 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2551873.250000 Penalty: 4990.257812
	Iteration 7Q: 3 clusters Score -2551873 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2552092.500000 Penalty: 4990.257812
	Iteration 8Q: 3 clusters Score -2552092 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2552236.250000 Penalty: 4990.257812
	Iteration 9Q: 3 clusters Score -2552236 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2552351.500000 Penalty: 4990.257812
	Iteration 10Q: 3 clusters Score -2552352 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2552449.250000 Penalty: 4990.257812
	Iteration 11Q: 3 clusters Score -2552449 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2552518.250000 Penalty: 4990.257812
	Iteration 12Q: 3 clusters Score -2552518 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2552575.000000 Penalty: 4990.257812
	Iteration 13Q: 3 clusters Score -2552575 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2552625.000000 Penalty: 4990.257812
	Iteration 14Q: 3 clusters Score -2552625 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2552679.250000 Penalty: 4990.257812
	Iteration 15Q: 3 clusters Score -2552679 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2552757.250000 Penalty: 4990.257812
	Iteration 16Q: 3 clusters Score -2552757 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2552801.000000 Penalty: 4990.257812
	Iteration 17Q: 3 clusters Score -2552801 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2552857.000000 Penalty: 4990.257812
	Iteration 18Q: 3 clusters Score -2552857 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2552903.750000 Penalty: 4990.257812
	Iteration 19Q: 3 clusters Score -2552904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2552958.500000 Penalty: 4990.257812
	Iteration 20F: 3 clusters Score -2552958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2553017.500000 Penalty: 4990.257812
	Iteration 21Q: 3 clusters Score -2553018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2553049.250000 Penalty: 4990.257812
	Iteration 22Q: 3 clusters Score -2553049 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2553101.750000 Penalty: 4990.257812
	Iteration 23Q: 3 clusters Score -2553102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2553130.500000 Penalty: 4990.257812
	Iteration 24Q: 3 clusters Score -2553130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2553161.250000 Penalty: 4990.257812
	Iteration 25Q: 3 clusters Score -2553161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2553179.750000 Penalty: 4990.257812
	Iteration 26Q: 3 clusters Score -2553180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2553192.750000 Penalty: 4990.257812
	Iteration 27Q: 3 clusters Score -2553193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2553201.500000 Penalty: 4990.257812
	Iteration 28Q: 3 clusters Score -2553202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2553214.250000 Penalty: 4990.257812
	Iteration 29Q: 3 clusters Score -2553214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2553229.750000 Penalty: 4990.257812
	Iteration 30Q: 3 clusters Score -2553230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2553243.750000 Penalty: 4990.257812
	Iteration 31Q: 3 clusters Score -2553244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2553257.250000 Penalty: 4990.257812
	Iteration 32Q: 3 clusters Score -2553257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2553278.250000 Penalty: 4990.257812
	Iteration 33Q: 3 clusters Score -2553278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2553293.250000 Penalty: 4990.257812
	Iteration 34Q: 3 clusters Score -2553293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2553299.250000 Penalty: 4990.257812
	Iteration 35Q: 3 clusters Score -2553299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2553307.000000 Penalty: 4990.257812
	Iteration 36Q: 3 clusters Score -2553307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2553310.000000 Penalty: 4990.257812
	Iteration 37Q: 3 clusters Score -2553310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2553313.250000 Penalty: 4990.257812
	Iteration 38Q: 3 clusters Score -2553313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2553315.250000 Penalty: 4990.257812
	Iteration 39Q: 3 clusters Score -2553315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2553315.750000 Penalty: 4990.257812
	Iteration 40F: 3 clusters Score -2553316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2553320.000000 Penalty: 4990.257812
	Iteration 41Q: 3 clusters Score -2553320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2553321.250000 Penalty: 4990.257812
	Iteration 42Q: 3 clusters Score -2553321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2553321.250000 Penalty: 4990.257812
	Iteration 43F: 3 clusters Score -2553321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 84508 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 133567 members 
Mstep: Class 31 contains 174442 members 
Mstep: Class 32 contains 20422 members 
Entering Unmasked Estep 
Score: -225869088.000000 Penalty: 115192.875000
Splitting cluster 16 changes total score from -225772816.000000 to -225869088.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (84508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84508 members 
Entering Unmasked Estep 
Score: -9203905.000000 Penalty: 2813.461182
	Iteration 0F: 2 clusters Score -9203905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -9147353.000000 Penalty: 5626.922363
	Iteration 0F: 3 clusters Score -9147353 nChanged 39845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9172097.000000 Penalty: 5626.922363
	Iteration 1F: 3 clusters Score -9172097 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -9175611.000000 Penalty: 5626.922363
	Iteration 2F: 3 clusters Score -9175611 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -9179785.000000 Penalty: 5626.922363
	Iteration 3F: 3 clusters Score -9179785 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -9183960.000000 Penalty: 5626.922363
	Iteration 4F: 3 clusters Score -9183960 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -9187942.000000 Penalty: 5626.922363
	Iteration 5F: 3 clusters Score -9187942 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -9191491.000000 Penalty: 5626.922363
	Iteration 6F: 3 clusters Score -9191491 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -9194338.000000 Penalty: 5626.922363
	Iteration 7F: 3 clusters Score -9194338 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -9196740.000000 Penalty: 5626.922363
	Iteration 8Q: 3 clusters Score -9196740 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -9198660.000000 Penalty: 5626.922363
	Iteration 9Q: 3 clusters Score -9198660 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -9200125.000000 Penalty: 5626.922363
	Iteration 10Q: 3 clusters Score -9200125 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -9201217.000000 Penalty: 5626.922363
	Iteration 11Q: 3 clusters Score -9201217 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -9202027.000000 Penalty: 5626.922363
	Iteration 12Q: 3 clusters Score -9202027 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -9202696.000000 Penalty: 5626.922363
	Iteration 13Q: 3 clusters Score -9202696 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 62257 members 
Entering Unmasked Estep 
Score: -9203141.000000 Penalty: 5626.922363
	Iteration 14Q: 3 clusters Score -9203141 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -9203549.000000 Penalty: 5626.922363
	Iteration 15Q: 3 clusters Score -9203549 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -9203936.000000 Penalty: 5626.922363
	Iteration 16Q: 3 clusters Score -9203936 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -9204296.000000 Penalty: 5626.922363
	Iteration 17Q: 3 clusters Score -9204296 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -9204602.000000 Penalty: 5626.922363
	Iteration 18Q: 3 clusters Score -9204602 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -9204890.000000 Penalty: 5626.922363
	Iteration 19Q: 3 clusters Score -9204890 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 67855 members 
Entering Unmasked Estep 
Score: -9205134.000000 Penalty: 5626.922363
	Iteration 20F: 3 clusters Score -9205134 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -9205320.000000 Penalty: 5626.922363
	Iteration 21Q: 3 clusters Score -9205320 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -9205534.000000 Penalty: 5626.922363
	Iteration 22Q: 3 clusters Score -9205534 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 69722 members 
Entering Unmasked Estep 
Score: -9205804.000000 Penalty: 5626.922363
	Iteration 23Q: 3 clusters Score -9205804 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -9206013.000000 Penalty: 5626.922363
	Iteration 24Q: 3 clusters Score -9206013 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 70700 members 
Entering Unmasked Estep 
Score: -9206144.000000 Penalty: 5626.922363
	Iteration 25Q: 3 clusters Score -9206144 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 71117 members 
Entering Unmasked Estep 
Score: -9206344.000000 Penalty: 5626.922363
	Iteration 26Q: 3 clusters Score -9206344 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -9206466.000000 Penalty: 5626.922363
	Iteration 27Q: 3 clusters Score -9206466 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -9206557.000000 Penalty: 5626.922363
	Iteration 28Q: 3 clusters Score -9206557 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -9206635.000000 Penalty: 5626.922363
	Iteration 29Q: 3 clusters Score -9206635 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -9206630.000000 Penalty: 5626.922363
	Iteration 30Q: 3 clusters Score -9206630 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9206661.000000 Penalty: 5626.922363
	Iteration 31Q: 3 clusters Score -9206661 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -9206674.000000 Penalty: 5626.922363
	Iteration 32Q: 3 clusters Score -9206674 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -9206719.000000 Penalty: 5626.922363
	Iteration 33Q: 3 clusters Score -9206719 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 72908 members 
Entering Unmasked Estep 
Score: -9206713.000000 Penalty: 5626.922363
	Iteration 34Q: 3 clusters Score -9206713 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -9206727.000000 Penalty: 5626.922363
	Iteration 35Q: 3 clusters Score -9206727 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -9206709.000000 Penalty: 5626.922363
	Iteration 36Q: 3 clusters Score -9206709 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -9206746.000000 Penalty: 5626.922363
	Iteration 37Q: 3 clusters Score -9206746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -9206739.000000 Penalty: 5626.922363
	Iteration 38Q: 3 clusters Score -9206739 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -9206728.000000 Penalty: 5626.922363
	Iteration 39Q: 3 clusters Score -9206728 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -9206769.000000 Penalty: 5626.922363
	Iteration 40F: 3 clusters Score -9206769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -9206762.000000 Penalty: 5626.922363
	Iteration 41Q: 3 clusters Score -9206762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -9206775.000000 Penalty: 5626.922363
	Iteration 42Q: 3 clusters Score -9206775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
Score: -9206789.000000 Penalty: 5626.922363
	Iteration 43Q: 3 clusters Score -9206789 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -9206785.000000 Penalty: 5626.922363
	Iteration 44Q: 3 clusters Score -9206785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -9206795.000000 Penalty: 5626.922363
	Iteration 45Q: 3 clusters Score -9206795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -9206797.000000 Penalty: 5626.922363
	Iteration 46Q: 3 clusters Score -9206797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -9206791.000000 Penalty: 5626.922363
	Iteration 47Q: 3 clusters Score -9206791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -9206796.000000 Penalty: 5626.922363
	Iteration 48Q: 3 clusters Score -9206796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -9206803.000000 Penalty: 5626.922363
	Iteration 49Q: 3 clusters Score -9206803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -9206813.000000 Penalty: 5626.922363
	Iteration 50Q: 3 clusters Score -9206813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 74070 members 
Entering Unmasked Estep 
Score: -9206814.000000 Penalty: 5626.922363
	Iteration 51Q: 3 clusters Score -9206814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -9206820.000000 Penalty: 5626.922363
	Iteration 52Q: 3 clusters Score -9206820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -9206813.000000 Penalty: 5626.922363
	Iteration 53Q: 3 clusters Score -9206813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -9206811.000000 Penalty: 5626.922363
	Iteration 54Q: 3 clusters Score -9206811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -9206807.000000 Penalty: 5626.922363
	Iteration 55Q: 3 clusters Score -9206807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -9206807.000000 Penalty: 5626.922363
	Iteration 56Q: 3 clusters Score -9206807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -9206804.000000 Penalty: 5626.922363
	Iteration 57Q: 3 clusters Score -9206804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -9206806.000000 Penalty: 5626.922363
	Iteration 58Q: 3 clusters Score -9206806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -9206813.000000 Penalty: 5626.922363
	Iteration 59Q: 3 clusters Score -9206813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -9206812.000000 Penalty: 5626.922363
	Iteration 60F: 3 clusters Score -9206812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -9206810.000000 Penalty: 5626.922363
	Iteration 61Q: 3 clusters Score -9206810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -9206819.000000 Penalty: 5626.922363
	Iteration 62Q: 3 clusters Score -9206819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -9206812.000000 Penalty: 5626.922363
	Iteration 63Q: 3 clusters Score -9206812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -9206818.000000 Penalty: 5626.922363
	Iteration 64Q: 3 clusters Score -9206818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -9206813.000000 Penalty: 5626.922363
	Iteration 65Q: 3 clusters Score -9206813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -9206816.000000 Penalty: 5626.922363
	Iteration 66Q: 3 clusters Score -9206816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -9206818.000000 Penalty: 5626.922363
	Iteration 67Q: 3 clusters Score -9206818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -9206822.000000 Penalty: 5626.922363
	Iteration 68Q: 3 clusters Score -9206822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -9206828.000000 Penalty: 5626.922363
	Iteration 69Q: 3 clusters Score -9206828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -9206822.000000 Penalty: 5626.922363
	Iteration 70Q: 3 clusters Score -9206822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -9206826.000000 Penalty: 5626.922363
	Iteration 71Q: 3 clusters Score -9206826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -9206832.000000 Penalty: 5626.922363
	Iteration 72Q: 3 clusters Score -9206832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -9206832.000000 Penalty: 5626.922363
	Iteration 73Q: 3 clusters Score -9206832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -9206838.000000 Penalty: 5626.922363
	Iteration 74Q: 3 clusters Score -9206838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -9206838.000000 Penalty: 5626.922363
	Iteration 75Q: 3 clusters Score -9206838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -9206838.000000 Penalty: 5626.922363
	Iteration 76Q: 3 clusters Score -9206838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -9206838.000000 Penalty: 5626.922363
	Iteration 77Q: 3 clusters Score -9206838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -9206840.000000 Penalty: 5626.922363
	Iteration 78Q: 3 clusters Score -9206840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -9206836.000000 Penalty: 5626.922363
	Iteration 79Q: 3 clusters Score -9206836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 74245 members 
Entering Unmasked Estep 
Score: -9206837.000000 Penalty: 5626.922363
	Iteration 80F: 3 clusters Score -9206837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 74251 members 
Entering Unmasked Estep 
Score: -9206838.000000 Penalty: 5626.922363
	Iteration 81Q: 3 clusters Score -9206838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -9206843.000000 Penalty: 5626.922363
	Iteration 82Q: 3 clusters Score -9206843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -9206845.000000 Penalty: 5626.922363
	Iteration 83Q: 3 clusters Score -9206845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 74263 members 
Entering Unmasked Estep 
Score: -9206850.000000 Penalty: 5626.922363
	Iteration 84Q: 3 clusters Score -9206850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -9206844.000000 Penalty: 5626.922363
	Iteration 85Q: 3 clusters Score -9206844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -9206844.000000 Penalty: 5626.922363
	Iteration 86Q: 3 clusters Score -9206844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -9206844.000000 Penalty: 5626.922363
	Iteration 87F: 3 clusters Score -9206844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 175717 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 133567 members 
Mstep: Class 31 contains 174442 members 
Mstep: Class 32 contains 20422 members 
Mstep: Class 33 contains 74267 members 
Entering Unmasked Estep 
Score: -225869952.000000 Penalty: 118792.648438
Splitting cluster 17 changes total score from -225772816.000000 to -225869952.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (175717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175717 members 
Entering Unmasked Estep 
Score: -19983574.000000 Penalty: 2995.004150
	Iteration 0F: 2 clusters Score -1.998357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 87807 members 
Entering Unmasked Estep 
Score: -19866086.000000 Penalty: 5990.008301
	Iteration 0F: 3 clusters Score -1.986609e+07 nChanged 84487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -19915942.000000 Penalty: 5990.008301
	Iteration 1F: 3 clusters Score -1.991594e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -19918240.000000 Penalty: 5990.008301
	Iteration 2Q: 3 clusters Score -1.991824e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -19922024.000000 Penalty: 5990.008301
	Iteration 3Q: 3 clusters Score -1.992202e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86366 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -19927506.000000 Penalty: 5990.008301
	Iteration 4F: 3 clusters Score -1.992751e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
Score: -19933866.000000 Penalty: 5990.008301
	Iteration 5F: 3 clusters Score -1.993387e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 95967 members 
Entering Unmasked Estep 
Score: -19940662.000000 Penalty: 5990.008301
	Iteration 6F: 3 clusters Score -1.994066e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73875 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -19947080.000000 Penalty: 5990.008301
	Iteration 7F: 3 clusters Score -1.994708e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 108932 members 
Entering Unmasked Estep 
Score: -19953148.000000 Penalty: 5990.008301
	Iteration 8F: 3 clusters Score -1.995315e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -19959134.000000 Penalty: 5990.008301
	Iteration 9F: 3 clusters Score -1.995913e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 124493 members 
Entering Unmasked Estep 
Score: -19965516.000000 Penalty: 5990.008301
	Iteration 10Q: 3 clusters Score -1.996552e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 132010 members 
Entering Unmasked Estep 
Score: -19971284.000000 Penalty: 5990.008301
	Iteration 11Q: 3 clusters Score -1.997128e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 138593 members 
Entering Unmasked Estep 
Score: -19975992.000000 Penalty: 5990.008301
	Iteration 12Q: 3 clusters Score -1.997599e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 144231 members 
Entering Unmasked Estep 
Score: -19979932.000000 Penalty: 5990.008301
	Iteration 13Q: 3 clusters Score -1.997993e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 148971 members 
Entering Unmasked Estep 
Score: -19983226.000000 Penalty: 5990.008301
	Iteration 14Q: 3 clusters Score -1.998323e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 152652 members 
Entering Unmasked Estep 
Score: -19985740.000000 Penalty: 5990.008301
	Iteration 15Q: 3 clusters Score -1.998574e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 155363 members 
Entering Unmasked Estep 
Score: -19987458.000000 Penalty: 5990.008301
	Iteration 16Q: 3 clusters Score -1.998746e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 157324 members 
Entering Unmasked Estep 
Score: -19988520.000000 Penalty: 5990.008301
	Iteration 17Q: 3 clusters Score -1.998852e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -19989192.000000 Penalty: 5990.008301
	Iteration 18Q: 3 clusters Score -1.998919e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 159699 members 
Entering Unmasked Estep 
Score: -19989600.000000 Penalty: 5990.008301
	Iteration 19Q: 3 clusters Score -1.99896e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -19989866.000000 Penalty: 5990.008301
	Iteration 20F: 3 clusters Score -1.998987e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -19989964.000000 Penalty: 5990.008301
	Iteration 21Q: 3 clusters Score -1.998996e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 161581 members 
Entering Unmasked Estep 
Score: -19990010.000000 Penalty: 5990.008301
	Iteration 22Q: 3 clusters Score -1.999001e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 161970 members 
Entering Unmasked Estep 
Score: -19990062.000000 Penalty: 5990.008301
	Iteration 23Q: 3 clusters Score -1.999006e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -19990092.000000 Penalty: 5990.008301
	Iteration 24Q: 3 clusters Score -1.999009e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -19990112.000000 Penalty: 5990.008301
	Iteration 25Q: 3 clusters Score -1.999011e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 162715 members 
Entering Unmasked Estep 
Score: -19990116.000000 Penalty: 5990.008301
	Iteration 26Q: 3 clusters Score -1.999012e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 162884 members 
Entering Unmasked Estep 
Score: -19990134.000000 Penalty: 5990.008301
	Iteration 27Q: 3 clusters Score -1.999013e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -19990082.000000 Penalty: 5990.008301
	Iteration 28Q: 3 clusters Score -1.999008e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -19990090.000000 Penalty: 5990.008301
	Iteration 29Q: 3 clusters Score -1.999009e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -19990116.000000 Penalty: 5990.008301
	Iteration 30Q: 3 clusters Score -1.999012e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -19990122.000000 Penalty: 5990.008301
	Iteration 31Q: 3 clusters Score -1.999012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 163512 members 
Entering Unmasked Estep 
Score: -19990132.000000 Penalty: 5990.008301
	Iteration 32Q: 3 clusters Score -1.999013e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 163589 members 
Entering Unmasked Estep 
Score: -19990118.000000 Penalty: 5990.008301
	Iteration 33Q: 3 clusters Score -1.999012e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 163668 members 
Entering Unmasked Estep 
Score: -19990122.000000 Penalty: 5990.008301
	Iteration 34Q: 3 clusters Score -1.999012e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -19990098.000000 Penalty: 5990.008301
	Iteration 35Q: 3 clusters Score -1.99901e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 163768 members 
Entering Unmasked Estep 
Score: -19990132.000000 Penalty: 5990.008301
	Iteration 36Q: 3 clusters Score -1.999013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -19990122.000000 Penalty: 5990.008301
	Iteration 37Q: 3 clusters Score -1.999012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -19990126.000000 Penalty: 5990.008301
	Iteration 38Q: 3 clusters Score -1.999013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 163856 members 
Entering Unmasked Estep 
Score: -19990106.000000 Penalty: 5990.008301
	Iteration 39Q: 3 clusters Score -1.999011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -19990104.000000 Penalty: 5990.008301
	Iteration 40F: 3 clusters Score -1.99901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 163899 members 
Entering Unmasked Estep 
Score: -19990104.000000 Penalty: 5990.008301
	Iteration 41Q: 3 clusters Score -1.99901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -19990124.000000 Penalty: 5990.008301
	Iteration 42Q: 3 clusters Score -1.999012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -19990122.000000 Penalty: 5990.008301
	Iteration 43Q: 3 clusters Score -1.999012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 163940 members 
Entering Unmasked Estep 
Score: -19990110.000000 Penalty: 5990.008301
	Iteration 44Q: 3 clusters Score -1.999011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 163952 members 
Entering Unmasked Estep 
Score: -19990126.000000 Penalty: 5990.008301
	Iteration 45Q: 3 clusters Score -1.999013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 163968 members 
Entering Unmasked Estep 
Score: -19990110.000000 Penalty: 5990.008301
	Iteration 46Q: 3 clusters Score -1.999011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -19990124.000000 Penalty: 5990.008301
	Iteration 47Q: 3 clusters Score -1.999012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 163989 members 
Entering Unmasked Estep 
Score: -19990112.000000 Penalty: 5990.008301
	Iteration 48Q: 3 clusters Score -1.999011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -19990122.000000 Penalty: 5990.008301
	Iteration 49Q: 3 clusters Score -1.999012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 164005 members 
Entering Unmasked Estep 
Score: -19990118.000000 Penalty: 5990.008301
	Iteration 50Q: 3 clusters Score -1.999012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 164008 members 
Entering Unmasked Estep 
Score: -19990122.000000 Penalty: 5990.008301
	Iteration 51Q: 3 clusters Score -1.999012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 164009 members 
Entering Unmasked Estep 
Score: -19990132.000000 Penalty: 5990.008301
	Iteration 52Q: 3 clusters Score -1.999013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -19990124.000000 Penalty: 5990.008301
	Iteration 53Q: 3 clusters Score -1.999012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 164013 members 
Entering Unmasked Estep 
Score: -19990124.000000 Penalty: 5990.008301
	Iteration 54Q: 3 clusters Score -1.999012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -19990128.000000 Penalty: 5990.008301
	Iteration 55Q: 3 clusters Score -1.999013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -19990136.000000 Penalty: 5990.008301
	Iteration 56Q: 3 clusters Score -1.999014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 164017 members 
Entering Unmasked Estep 
Score: -19990138.000000 Penalty: 5990.008301
	Iteration 57Q: 3 clusters Score -1.999014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -19990134.000000 Penalty: 5990.008301
	Iteration 58Q: 3 clusters Score -1.999013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 164019 members 
Entering Unmasked Estep 
Score: -19990140.000000 Penalty: 5990.008301
	Iteration 59Q: 3 clusters Score -1.999014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 164019 members 
Entering Unmasked Estep 
Score: -19990140.000000 Penalty: 5990.008301
	Iteration 60F: 3 clusters Score -1.999014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 174405 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 133567 members 
Mstep: Class 31 contains 174442 members 
Mstep: Class 32 contains 20422 members 
Mstep: Class 33 contains 74267 members 
Mstep: Class 34 contains 164019 members 
Entering Unmasked Estep 
Score: -225873648.000000 Penalty: 122392.429688
Splitting cluster 18 changes total score from -225772816.000000 to -225873648.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (174405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174405 members 
Entering Unmasked Estep 
Score: -20259150.000000 Penalty: 2993.145752
	Iteration 0F: 2 clusters Score -2.025915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -20143044.000000 Penalty: 5986.291504
	Iteration 0F: 3 clusters Score -2.014304e+07 nChanged 84012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 91742 members 
Entering Unmasked Estep 
Score: -20192830.000000 Penalty: 5986.291504
	Iteration 1F: 3 clusters Score -2.019283e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79800 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -20194604.000000 Penalty: 5986.291504
	Iteration 2Q: 3 clusters Score -2.01946e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -20197602.000000 Penalty: 5986.291504
	Iteration 3Q: 3 clusters Score -2.01976e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -20202356.000000 Penalty: 5986.291504
	Iteration 4F: 3 clusters Score -2.020236e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 114708 members 
Entering Unmasked Estep 
Score: -20209678.000000 Penalty: 5986.291504
	Iteration 5F: 3 clusters Score -2.020968e+07 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 126333 members 
Entering Unmasked Estep 
Score: -20219226.000000 Penalty: 5986.291504
	Iteration 6F: 3 clusters Score -2.021923e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -20229778.000000 Penalty: 5986.291504
	Iteration 7F: 3 clusters Score -2.022978e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -20239824.000000 Penalty: 5986.291504
	Iteration 8F: 3 clusters Score -2.023982e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 157165 members 
Entering Unmasked Estep 
Score: -20248028.000000 Penalty: 5986.291504
	Iteration 9Q: 3 clusters Score -2.024803e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -20253576.000000 Penalty: 5986.291504
	Iteration 10Q: 3 clusters Score -2.025358e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -20256978.000000 Penalty: 5986.291504
	Iteration 11Q: 3 clusters Score -2.025698e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 164661 members 
Entering Unmasked Estep 
Score: -20259064.000000 Penalty: 5986.291504
	Iteration 12Q: 3 clusters Score -2.025906e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 165431 members 
Entering Unmasked Estep 
Score: -20260554.000000 Penalty: 5986.291504
	Iteration 13Q: 3 clusters Score -2.026055e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 165974 members 
Entering Unmasked Estep 
Score: -20261322.000000 Penalty: 5986.291504
	Iteration 14Q: 3 clusters Score -2.026132e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 166357 members 
Entering Unmasked Estep 
Score: -20261732.000000 Penalty: 5986.291504
	Iteration 15Q: 3 clusters Score -2.026173e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -20261796.000000 Penalty: 5986.291504
	Iteration 16Q: 3 clusters Score -2.02618e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 166779 members 
Entering Unmasked Estep 
Score: -20261824.000000 Penalty: 5986.291504
	Iteration 17Q: 3 clusters Score -2.026182e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 166920 members 
Entering Unmasked Estep 
Score: -20261860.000000 Penalty: 5986.291504
	Iteration 18Q: 3 clusters Score -2.026186e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 167017 members 
Entering Unmasked Estep 
Score: -20261890.000000 Penalty: 5986.291504
	Iteration 19Q: 3 clusters Score -2.026189e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 167099 members 
Entering Unmasked Estep 
Score: -20261864.000000 Penalty: 5986.291504
	Iteration 20F: 3 clusters Score -2.026186e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -20261842.000000 Penalty: 5986.291504
	Iteration 21Q: 3 clusters Score -2.026184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -20261834.000000 Penalty: 5986.291504
	Iteration 22Q: 3 clusters Score -2.026183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 167234 members 
Entering Unmasked Estep 
Score: -20261850.000000 Penalty: 5986.291504
	Iteration 23Q: 3 clusters Score -2.026185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 167257 members 
Entering Unmasked Estep 
Score: -20261876.000000 Penalty: 5986.291504
	Iteration 24Q: 3 clusters Score -2.026188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 167278 members 
Entering Unmasked Estep 
Score: -20261874.000000 Penalty: 5986.291504
	Iteration 25Q: 3 clusters Score -2.026187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 167288 members 
Entering Unmasked Estep 
Score: -20261848.000000 Penalty: 5986.291504
	Iteration 26Q: 3 clusters Score -2.026185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -20261864.000000 Penalty: 5986.291504
	Iteration 27Q: 3 clusters Score -2.026186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 167304 members 
Entering Unmasked Estep 
Score: -20261870.000000 Penalty: 5986.291504
	Iteration 28Q: 3 clusters Score -2.026187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 167310 members 
Entering Unmasked Estep 
Score: -20261858.000000 Penalty: 5986.291504
	Iteration 29Q: 3 clusters Score -2.026186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 167313 members 
Entering Unmasked Estep 
Score: -20261854.000000 Penalty: 5986.291504
	Iteration 30Q: 3 clusters Score -2.026185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 167316 members 
Entering Unmasked Estep 
Score: -20261852.000000 Penalty: 5986.291504
	Iteration 31Q: 3 clusters Score -2.026185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 167318 members 
Entering Unmasked Estep 
Score: -20261868.000000 Penalty: 5986.291504
	Iteration 32Q: 3 clusters Score -2.026187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -20261852.000000 Penalty: 5986.291504
	Iteration 33Q: 3 clusters Score -2.026185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -20261852.000000 Penalty: 5986.291504
	Iteration 34F: 3 clusters Score -2.026185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 23915 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 133567 members 
Mstep: Class 31 contains 174442 members 
Mstep: Class 32 contains 20422 members 
Mstep: Class 33 contains 74267 members 
Mstep: Class 34 contains 164019 members 
Mstep: Class 35 contains 167319 members 
Entering Unmasked Estep 
Score: -225875456.000000 Penalty: 125992.203125
Splitting cluster 19 changes total score from -225772816.000000 to -225875456.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (61580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Entering Unmasked Estep 
Score: -7125675.000000 Penalty: 2734.966797
	Iteration 0F: 2 clusters Score -7125675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -7084319.500000 Penalty: 5469.933594
	Iteration 0F: 3 clusters Score -7084320 nChanged 28789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7101872.000000 Penalty: 5469.933594
	Iteration 1F: 3 clusters Score -7101872 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -7104880.500000 Penalty: 5469.933594
	Iteration 2F: 3 clusters Score -7104880 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -7109071.000000 Penalty: 5469.933594
	Iteration 3F: 3 clusters Score -7109071 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -7113025.500000 Penalty: 5469.933594
	Iteration 4F: 3 clusters Score -7113026 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -7115771.000000 Penalty: 5469.933594
	Iteration 5F: 3 clusters Score -7115771 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -7117394.500000 Penalty: 5469.933594
	Iteration 6F: 3 clusters Score -7117394 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -7118416.000000 Penalty: 5469.933594
	Iteration 7Q: 3 clusters Score -7118416 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -7119223.000000 Penalty: 5469.933594
	Iteration 8Q: 3 clusters Score -7119223 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -7120041.000000 Penalty: 5469.933594
	Iteration 9Q: 3 clusters Score -7120041 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -7120857.000000 Penalty: 5469.933594
	Iteration 10Q: 3 clusters Score -7120857 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -7121665.000000 Penalty: 5469.933594
	Iteration 11Q: 3 clusters Score -7121665 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -7122463.500000 Penalty: 5469.933594
	Iteration 12Q: 3 clusters Score -7122464 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7123096.500000 Penalty: 5469.933594
	Iteration 13Q: 3 clusters Score -7123096 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -7123620.500000 Penalty: 5469.933594
	Iteration 14Q: 3 clusters Score -7123620 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -7123973.000000 Penalty: 5469.933594
	Iteration 15Q: 3 clusters Score -7123973 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -7124205.000000 Penalty: 5469.933594
	Iteration 16Q: 3 clusters Score -7124205 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7124387.500000 Penalty: 5469.933594
	Iteration 17Q: 3 clusters Score -7124388 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58732 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7124486.000000 Penalty: 5469.933594
	Iteration 18Q: 3 clusters Score -7124486 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7124548.500000 Penalty: 5469.933594
	Iteration 19Q: 3 clusters Score -7124548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7124615.500000 Penalty: 5469.933594
	Iteration 20F: 3 clusters Score -7124616 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7124648.500000 Penalty: 5469.933594
	Iteration 21Q: 3 clusters Score -7124648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7124655.500000 Penalty: 5469.933594
	Iteration 22Q: 3 clusters Score -7124656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7124689.000000 Penalty: 5469.933594
	Iteration 23Q: 3 clusters Score -7124689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7124703.000000 Penalty: 5469.933594
	Iteration 24Q: 3 clusters Score -7124703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59530 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7124708.500000 Penalty: 5469.933594
	Iteration 25Q: 3 clusters Score -7124708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7124724.000000 Penalty: 5469.933594
	Iteration 26Q: 3 clusters Score -7124724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7124723.500000 Penalty: 5469.933594
	Iteration 27Q: 3 clusters Score -7124724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7124748.000000 Penalty: 5469.933594
	Iteration 28Q: 3 clusters Score -7124748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7124747.500000 Penalty: 5469.933594
	Iteration 29Q: 3 clusters Score -7124748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -7124742.000000 Penalty: 5469.933594
	Iteration 30Q: 3 clusters Score -7124742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7124743.500000 Penalty: 5469.933594
	Iteration 31Q: 3 clusters Score -7124744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7124732.000000 Penalty: 5469.933594
	Iteration 32Q: 3 clusters Score -7124732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7124737.000000 Penalty: 5469.933594
	Iteration 33Q: 3 clusters Score -7124737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7124736.500000 Penalty: 5469.933594
	Iteration 34Q: 3 clusters Score -7124736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59699 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7124742.500000 Penalty: 5469.933594
	Iteration 35Q: 3 clusters Score -7124742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59707 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7124747.000000 Penalty: 5469.933594
	Iteration 36Q: 3 clusters Score -7124747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7124750.000000 Penalty: 5469.933594
	Iteration 37Q: 3 clusters Score -7124750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59720 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7124758.000000 Penalty: 5469.933594
	Iteration 38Q: 3 clusters Score -7124758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7124755.000000 Penalty: 5469.933594
	Iteration 39Q: 3 clusters Score -7124755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7124763.000000 Penalty: 5469.933594
	Iteration 40F: 3 clusters Score -7124763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Entering Unmasked Estep 
Score: -2445885.250000 Penalty: 2500.400635
	Iteration 0F: 2 clusters Score -2445885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2429289.750000 Penalty: 5000.801270
	Iteration 0F: 3 clusters Score -2429290 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2436456.250000 Penalty: 5000.801270
	Iteration 1F: 3 clusters Score -2436456 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2438794.250000 Penalty: 5000.801270
	Iteration 2F: 3 clusters Score -2438794 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2440948.000000 Penalty: 5000.801270
	Iteration 3F: 3 clusters Score -2440948 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2442441.000000 Penalty: 5000.801270
	Iteration 4F: 3 clusters Score -2442441 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2443466.750000 Penalty: 5000.801270
	Iteration 5F: 3 clusters Score -2443467 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2444191.750000 Penalty: 5000.801270
	Iteration 6F: 3 clusters Score -2444192 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2444735.500000 Penalty: 5000.801270
	Iteration 7Q: 3 clusters Score -2444736 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2445126.250000 Penalty: 5000.801270
	Iteration 8Q: 3 clusters Score -2445126 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2445461.750000 Penalty: 5000.801270
	Iteration 9Q: 3 clusters Score -2445462 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2445770.750000 Penalty: 5000.801270
	Iteration 10Q: 3 clusters Score -2445771 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2446077.500000 Penalty: 5000.801270
	Iteration 11Q: 3 clusters Score -2446078 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2446334.750000 Penalty: 5000.801270
	Iteration 12Q: 3 clusters Score -2446335 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2446585.000000 Penalty: 5000.801270
	Iteration 13Q: 3 clusters Score -2446585 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2446823.500000 Penalty: 5000.801270
	Iteration 14Q: 3 clusters Score -2446824 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2447005.000000 Penalty: 5000.801270
	Iteration 15Q: 3 clusters Score -2447005 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2447157.000000 Penalty: 5000.801270
	Iteration 16Q: 3 clusters Score -2447157 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2447284.000000 Penalty: 5000.801270
	Iteration 17Q: 3 clusters Score -2447284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2447381.750000 Penalty: 5000.801270
	Iteration 18Q: 3 clusters Score -2447382 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2447464.500000 Penalty: 5000.801270
	Iteration 19Q: 3 clusters Score -2447464 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2447532.500000 Penalty: 5000.801270
	Iteration 20F: 3 clusters Score -2447532 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2447607.250000 Penalty: 5000.801270
	Iteration 21Q: 3 clusters Score -2447607 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2447671.500000 Penalty: 5000.801270
	Iteration 22Q: 3 clusters Score -2447672 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2447706.000000 Penalty: 5000.801270
	Iteration 23Q: 3 clusters Score -2447706 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2447752.500000 Penalty: 5000.801270
	Iteration 24Q: 3 clusters Score -2447752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2447805.750000 Penalty: 5000.801270
	Iteration 25Q: 3 clusters Score -2447806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2447866.750000 Penalty: 5000.801270
	Iteration 26Q: 3 clusters Score -2447867 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2447928.250000 Penalty: 5000.801270
	Iteration 27Q: 3 clusters Score -2447928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2447972.500000 Penalty: 5000.801270
	Iteration 28Q: 3 clusters Score -2447972 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2448004.500000 Penalty: 5000.801270
	Iteration 29Q: 3 clusters Score -2448004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2448027.500000 Penalty: 5000.801270
	Iteration 30Q: 3 clusters Score -2448028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2448047.750000 Penalty: 5000.801270
	Iteration 31Q: 3 clusters Score -2448048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2448057.500000 Penalty: 5000.801270
	Iteration 32Q: 3 clusters Score -2448058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2448062.250000 Penalty: 5000.801270
	Iteration 33Q: 3 clusters Score -2448062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2448075.000000 Penalty: 5000.801270
	Iteration 34Q: 3 clusters Score -2448075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2448089.500000 Penalty: 5000.801270
	Iteration 35Q: 3 clusters Score -2448090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2448105.000000 Penalty: 5000.801270
	Iteration 36Q: 3 clusters Score -2448105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2448114.000000 Penalty: 5000.801270
	Iteration 37Q: 3 clusters Score -2448114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2448120.250000 Penalty: 5000.801270
	Iteration 38Q: 3 clusters Score -2448120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -2448129.000000 Penalty: 5000.801270
	Iteration 39Q: 3 clusters Score -2448129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2448136.000000 Penalty: 5000.801270
	Iteration 40F: 3 clusters Score -2448136 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2448169.500000 Penalty: 5000.801270
	Iteration 41Q: 3 clusters Score -2448170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -2448197.500000 Penalty: 5000.801270
	Iteration 42Q: 3 clusters Score -2448198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2448223.000000 Penalty: 5000.801270
	Iteration 43Q: 3 clusters Score -2448223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2448259.750000 Penalty: 5000.801270
	Iteration 44Q: 3 clusters Score -2448260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2448295.250000 Penalty: 5000.801270
	Iteration 45Q: 3 clusters Score -2448295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2448336.250000 Penalty: 5000.801270
	Iteration 46Q: 3 clusters Score -2448336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2448368.250000 Penalty: 5000.801270
	Iteration 47Q: 3 clusters Score -2448368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2448383.750000 Penalty: 5000.801270
	Iteration 48Q: 3 clusters Score -2448384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2448402.250000 Penalty: 5000.801270
	Iteration 49Q: 3 clusters Score -2448402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2448431.000000 Penalty: 5000.801270
	Iteration 50Q: 3 clusters Score -2448431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2448448.250000 Penalty: 5000.801270
	Iteration 51Q: 3 clusters Score -2448448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2448467.000000 Penalty: 5000.801270
	Iteration 52Q: 3 clusters Score -2448467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -2448481.250000 Penalty: 5000.801270
	Iteration 53Q: 3 clusters Score -2448481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2448498.500000 Penalty: 5000.801270
	Iteration 54Q: 3 clusters Score -2448498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2448508.250000 Penalty: 5000.801270
	Iteration 55Q: 3 clusters Score -2448508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2448520.250000 Penalty: 5000.801270
	Iteration 56Q: 3 clusters Score -2448520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2448529.000000 Penalty: 5000.801270
	Iteration 57Q: 3 clusters Score -2448529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2448550.000000 Penalty: 5000.801270
	Iteration 58Q: 3 clusters Score -2448550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2448554.500000 Penalty: 5000.801270
	Iteration 59Q: 3 clusters Score -2448554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -2448671.250000 Penalty: 5000.801270
	Iteration 60F: 3 clusters Score -2448671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2448966.750000 Penalty: 5000.801270
	Iteration 61Q: 3 clusters Score -2448967 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2449063.750000 Penalty: 5000.801270
	Iteration 62Q: 3 clusters Score -2449064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2449107.000000 Penalty: 5000.801270
	Iteration 63Q: 3 clusters Score -2449107 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2449167.500000 Penalty: 5000.801270
	Iteration 64Q: 3 clusters Score -2449168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2449278.250000 Penalty: 5000.801270
	Iteration 65Q: 3 clusters Score -2449278 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2449379.500000 Penalty: 5000.801270
	Iteration 66Q: 3 clusters Score -2449380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2449448.000000 Penalty: 5000.801270
	Iteration 67Q: 3 clusters Score -2449448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2449480.500000 Penalty: 5000.801270
	Iteration 68Q: 3 clusters Score -2449480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2449494.250000 Penalty: 5000.801270
	Iteration 69Q: 3 clusters Score -2449494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -2449506.250000 Penalty: 5000.801270
	Iteration 70Q: 3 clusters Score -2449506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2449513.500000 Penalty: 5000.801270
	Iteration 71Q: 3 clusters Score -2449514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2449514.500000 Penalty: 5000.801270
	Iteration 72Q: 3 clusters Score -2449514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2449511.750000 Penalty: 5000.801270
	Iteration 73Q: 3 clusters Score -2449512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2449518.750000 Penalty: 5000.801270
	Iteration 74Q: 3 clusters Score -2449519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2449518.500000 Penalty: 5000.801270
	Iteration 75Q: 3 clusters Score -2449518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2449523.500000 Penalty: 5000.801270
	Iteration 76Q: 3 clusters Score -2449524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2449521.000000 Penalty: 5000.801270
	Iteration 77Q: 3 clusters Score -2449521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2449524.250000 Penalty: 5000.801270
	Iteration 78Q: 3 clusters Score -2449524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2449524.000000 Penalty: 5000.801270
	Iteration 79Q: 3 clusters Score -2449524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2449587.750000 Penalty: 5000.801270
	Iteration 80F: 3 clusters Score -2449588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2449605.000000 Penalty: 5000.801270
	Iteration 81Q: 3 clusters Score -2449605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2449604.000000 Penalty: 5000.801270
	Iteration 82Q: 3 clusters Score -2449604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2449602.750000 Penalty: 5000.801270
	Iteration 83Q: 3 clusters Score -2449603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -2449602.750000 Penalty: 5000.801270
	Iteration 84F: 3 clusters Score -2449603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 22 contains 8654 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 3717 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 132478 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 5642 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 133567 members 
Mstep: Class 31 contains 174442 members 
Mstep: Class 32 contains 20422 members 
Mstep: Class 33 contains 74267 members 
Mstep: Class 34 contains 164019 members 
Mstep: Class 35 contains 167319 members 
Mstep: Class 36 contains 23016 members 
Entering Unmasked Estep 
Score: -225878304.000000 Penalty: 129591.984375
Splitting cluster 21 changes total score from -225772816.000000 to -225878304.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (6661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Entering Unmasked Estep 
Score: -790165.750000 Penalty: 2183.398193
	Iteration 0F: 2 clusters Score -790165.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -784617.625000 Penalty: 4366.796387
	Iteration 0F: 3 clusters Score -784617.6 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -786050.500000 Penalty: 4366.796387
	Iteration 1F: 3 clusters Score -786050.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -786269.750000 Penalty: 4366.796387
	Iteration 2F: 3 clusters Score -786269.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -786407.750000 Penalty: 4366.796387
	Iteration 3Q: 3 clusters Score -786407.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -786532.500000 Penalty: 4366.796387
	Iteration 4Q: 3 clusters Score -786532.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -786636.312500 Penalty: 4366.796387
	Iteration 5Q: 3 clusters Score -786636.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -786707.250000 Penalty: 4366.796387
	Iteration 6Q: 3 clusters Score -786707.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -786775.375000 Penalty: 4366.796387
	Iteration 7Q: 3 clusters Score -786775.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -786834.437500 Penalty: 4366.796387
	Iteration 8Q: 3 clusters Score -786834.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -786886.937500 Penalty: 4366.796387
	Iteration 9Q: 3 clusters Score -786886.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -786943.000000 Penalty: 4366.796387
	Iteration 10Q: 3 clusters Score -786943 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -786997.500000 Penalty: 4366.796387
	Iteration 11Q: 3 clusters Score -786997.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -787050.937500 Penalty: 4366.796387
	Iteration 12Q: 3 clusters Score -787050.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -787097.750000 Penalty: 4366.796387
	Iteration 13Q: 3 clusters Score -787097.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -787140.437500 Penalty: 4366.796387
	Iteration 14Q: 3 clusters Score -787140.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -787178.750000 Penalty: 4366.796387
	Iteration 15Q: 3 clusters Score -787178.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -787223.000000 Penalty: 4366.796387
	Iteration 16Q: 3 clusters Score -787223 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -787265.500000 Penalty: 4366.796387
	Iteration 17Q: 3 clusters Score -787265.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -787320.625000 Penalty: 4366.796387
	Iteration 18Q: 3 clusters Score -787320.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -787376.812500 Penalty: 4366.796387
	Iteration 19Q: 3 clusters Score -787376.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -787431.187500 Penalty: 4366.796387
	Iteration 20F: 3 clusters Score -787431.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -787493.062500 Penalty: 4366.796387
	Iteration 21Q: 3 clusters Score -787493.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -787557.687500 Penalty: 4366.796387
	Iteration 22Q: 3 clusters Score -787557.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -787602.375000 Penalty: 4366.796387
	Iteration 23Q: 3 clusters Score -787602.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -787646.687500 Penalty: 4366.796387
	Iteration 24Q: 3 clusters Score -787646.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -787701.562500 Penalty: 4366.796387
	Iteration 25Q: 3 clusters Score -787701.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -787754.687500 Penalty: 4366.796387
	Iteration 26Q: 3 clusters Score -787754.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -787807.875000 Penalty: 4366.796387
	Iteration 27Q: 3 clusters Score -787807.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -787877.250000 Penalty: 4366.796387
	Iteration 28Q: 3 clusters Score -787877.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -787948.062500 Penalty: 4366.796387
	Iteration 29Q: 3 clusters Score -787948.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -788012.000000 Penalty: 4366.796387
	Iteration 30Q: 3 clusters Score -788012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -788055.812500 Penalty: 4366.796387
	Iteration 31Q: 3 clusters Score -788055.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -788088.937500 Penalty: 4366.796387
	Iteration 32Q: 3 clusters Score -788088.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -788118.750000 Penalty: 4366.796387
	Iteration 33Q: 3 clusters Score -788118.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -788142.187500 Penalty: 4366.796387
	Iteration 34Q: 3 clusters Score -788142.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -788157.625000 Penalty: 4366.796387
	Iteration 35Q: 3 clusters Score -788157.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -788165.250000 Penalty: 4366.796387
	Iteration 36Q: 3 clusters Score -788165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -788168.750000 Penalty: 4366.796387
	Iteration 37Q: 3 clusters Score -788168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -788171.062500 Penalty: 4366.796387
	Iteration 38Q: 3 clusters Score -788171.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -788176.312500 Penalty: 4366.796387
	Iteration 39Q: 3 clusters Score -788176.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -788184.187500 Penalty: 4366.796387
	Iteration 40F: 3 clusters Score -788184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -788197.250000 Penalty: 4366.796387
	Iteration 41Q: 3 clusters Score -788197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -788207.000000 Penalty: 4366.796387
	Iteration 42Q: 3 clusters Score -788207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -788212.812500 Penalty: 4366.796387
	Iteration 43Q: 3 clusters Score -788212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -788218.375000 Penalty: 4366.796387
	Iteration 44Q: 3 clusters Score -788218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -788226.437500 Penalty: 4366.796387
	Iteration 45Q: 3 clusters Score -788226.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -788228.312500 Penalty: 4366.796387
	Iteration 46Q: 3 clusters Score -788228.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -788233.625000 Penalty: 4366.796387
	Iteration 47Q: 3 clusters Score -788233.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -788236.937500 Penalty: 4366.796387
	Iteration 48Q: 3 clusters Score -788236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -788239.437500 Penalty: 4366.796387
	Iteration 49Q: 3 clusters Score -788239.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -788240.750000 Penalty: 4366.796387
	Iteration 50Q: 3 clusters Score -788240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -788240.750000 Penalty: 4366.796387
	Iteration 51F: 3 clusters Score -788240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 226597 members 
Mstep: Class 2 contains 25696 members 
Mstep: Class 3 contains 101014 members 
Mstep: Class 4 contains 3947 members 
Mstep: Class 5 contains 64696 members 
Mstep: Class 6 contains 22185 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 196570 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 204592 members 
Mstep: Class 12 contains 23885 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 35927 members 
Mstep: Class 15 contains 11008 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 61580 members 
Mstep: Class 21 contains 899 members 
Mstep: Class 23 contains 6661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225910880.000000 Penalty: 129591.984375
Iteration 39Q: 37 clusters Score -2.259109e+08 nChanged 62837
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 228849 members 
Mstep: Class 2 contains 25841 members 
Mstep: Class 3 contains 101325 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 65713 members 
Mstep: Class 6 contains 22458 members 
Mstep: Class 7 contains 19455 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 209708 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 203434 members 
Mstep: Class 12 contains 24705 members 
Mstep: Class 13 contains 36161 members 
Mstep: Class 14 contains 37262 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 11476 members 
Mstep: Class 18 contains 12428 members 
Mstep: Class 19 contains 7266 members 
Mstep: Class 20 contains 61415 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 8791 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 4311 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 133597 members 
Mstep: Class 27 contains 21917 members 
Mstep: Class 28 contains 5786 members 
Mstep: Class 29 contains 3082 members 
Mstep: Class 30 contains 128988 members 
Mstep: Class 31 contains 171509 members 
Mstep: Class 32 contains 19885 members 
Mstep: Class 33 contains 67621 members 
Mstep: Class 34 contains 157799 members 
Mstep: Class 35 contains 165952 members 
Mstep: Class 36 contains 21565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225932592.000000 Penalty: 129591.984375
Iteration 40F: 37 clusters Score -2.259326e+08 nChanged 50661
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 224782 members 
Mstep: Class 2 contains 25657 members 
Mstep: Class 3 contains 100961 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 63703 members 
Mstep: Class 6 contains 22700 members 
Mstep: Class 7 contains 19315 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 214751 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 199395 members 
Mstep: Class 12 contains 24475 members 
Mstep: Class 13 contains 35539 members 
Mstep: Class 14 contains 37973 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 4063 members 
Mstep: Class 17 contains 12207 members 
Mstep: Class 18 contains 12747 members 
Mstep: Class 19 contains 7407 members 
Mstep: Class 20 contains 61114 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 8820 members 
Mstep: Class 23 contains 5706 members 
Mstep: Class 24 contains 5259 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 136512 members 
Mstep: Class 27 contains 21967 members 
Mstep: Class 28 contains 5855 members 
Mstep: Class 29 contains 3201 members 
Mstep: Class 30 contains 132973 members 
Mstep: Class 31 contains 171491 members 
Mstep: Class 32 contains 20804 members 
Mstep: Class 33 contains 65723 members 
Mstep: Class 34 contains 155234 members 
Mstep: Class 35 contains 165985 members 
Mstep: Class 36 contains 21368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225939920.000000 Penalty: 129591.984375
Iteration 41Q: 37 clusters Score -2.259399e+08 nChanged 32606
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 221535 members 
Mstep: Class 2 contains 25559 members 
Mstep: Class 3 contains 100522 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 62284 members 
Mstep: Class 6 contains 22862 members 
Mstep: Class 7 contains 19208 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 218187 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 196470 members 
Mstep: Class 12 contains 24273 members 
Mstep: Class 13 contains 35060 members 
Mstep: Class 14 contains 38563 members 
Mstep: Class 15 contains 12545 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 12829 members 
Mstep: Class 18 contains 13055 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 60793 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8861 members 
Mstep: Class 23 contains 5339 members 
Mstep: Class 24 contains 5935 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 140035 members 
Mstep: Class 27 contains 21981 members 
Mstep: Class 28 contains 5952 members 
Mstep: Class 29 contains 3286 members 
Mstep: Class 30 contains 136283 members 
Mstep: Class 31 contains 171255 members 
Mstep: Class 32 contains 21200 members 
Mstep: Class 33 contains 64201 members 
Mstep: Class 34 contains 152801 members 
Mstep: Class 35 contains 165586 members 
Mstep: Class 36 contains 21198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225943264.000000 Penalty: 129591.984375
Iteration 42Q: 37 clusters Score -2.259433e+08 nChanged 26837
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 218403 members 
Mstep: Class 2 contains 25474 members 
Mstep: Class 3 contains 100060 members 
Mstep: Class 4 contains 4493 members 
Mstep: Class 5 contains 61068 members 
Mstep: Class 6 contains 22964 members 
Mstep: Class 7 contains 19134 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 220805 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 194127 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 34720 members 
Mstep: Class 14 contains 38994 members 
Mstep: Class 15 contains 13023 members 
Mstep: Class 16 contains 4716 members 
Mstep: Class 17 contains 13465 members 
Mstep: Class 18 contains 13354 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 60525 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 8911 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 6521 members 
Mstep: Class 25 contains 1235 members 
Mstep: Class 26 contains 143557 members 
Mstep: Class 27 contains 21980 members 
Mstep: Class 28 contains 6039 members 
Mstep: Class 29 contains 3351 members 
Mstep: Class 30 contains 139579 members 
Mstep: Class 31 contains 170935 members 
Mstep: Class 32 contains 21358 members 
Mstep: Class 33 contains 62692 members 
Mstep: Class 34 contains 150712 members 
Mstep: Class 35 contains 165150 members 
Mstep: Class 36 contains 21049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225945424.000000 Penalty: 129591.984375
Iteration 43Q: 37 clusters Score -2.259454e+08 nChanged 23082
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 215345 members 
Mstep: Class 2 contains 25423 members 
Mstep: Class 3 contains 99633 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 5 contains 59989 members 
Mstep: Class 6 contains 23074 members 
Mstep: Class 7 contains 19097 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 222805 members 
Mstep: Class 10 contains 4912 members 
Mstep: Class 11 contains 192190 members 
Mstep: Class 12 contains 24035 members 
Mstep: Class 13 contains 34431 members 
Mstep: Class 14 contains 39305 members 
Mstep: Class 15 contains 13461 members 
Mstep: Class 16 contains 4959 members 
Mstep: Class 17 contains 14048 members 
Mstep: Class 18 contains 13589 members 
Mstep: Class 19 contains 7728 members 
Mstep: Class 20 contains 60283 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 8959 members 
Mstep: Class 23 contains 4805 members 
Mstep: Class 24 contains 7000 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 146946 members 
Mstep: Class 27 contains 21975 members 
Mstep: Class 28 contains 6129 members 
Mstep: Class 29 contains 3401 members 
Mstep: Class 30 contains 142838 members 
Mstep: Class 31 contains 170714 members 
Mstep: Class 32 contains 21406 members 
Mstep: Class 33 contains 61257 members 
Mstep: Class 34 contains 148933 members 
Mstep: Class 35 contains 164702 members 
Mstep: Class 36 contains 20921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225946592.000000 Penalty: 129591.984375
Iteration 44Q: 37 clusters Score -2.259466e+08 nChanged 20693
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 212483 members 
Mstep: Class 2 contains 25373 members 
Mstep: Class 3 contains 99212 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 59025 members 
Mstep: Class 6 contains 23192 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 224212 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 190360 members 
Mstep: Class 12 contains 23965 members 
Mstep: Class 13 contains 34215 members 
Mstep: Class 14 contains 39517 members 
Mstep: Class 15 contains 13814 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 14577 members 
Mstep: Class 18 contains 13797 members 
Mstep: Class 19 contains 7797 members 
Mstep: Class 20 contains 60091 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 8996 members 
Mstep: Class 23 contains 4666 members 
Mstep: Class 24 contains 7400 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 150384 members 
Mstep: Class 27 contains 21958 members 
Mstep: Class 28 contains 6202 members 
Mstep: Class 29 contains 3441 members 
Mstep: Class 30 contains 145966 members 
Mstep: Class 31 contains 170570 members 
Mstep: Class 32 contains 21371 members 
Mstep: Class 33 contains 59961 members 
Mstep: Class 34 contains 147323 members 
Mstep: Class 35 contains 164371 members 
Mstep: Class 36 contains 20798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947136.000000 Penalty: 129591.984375
Iteration 45Q: 37 clusters Score -2.259471e+08 nChanged 18822
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 209834 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 98794 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 58181 members 
Mstep: Class 6 contains 23298 members 
Mstep: Class 7 contains 19057 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 225306 members 
Mstep: Class 10 contains 4914 members 
Mstep: Class 11 contains 188675 members 
Mstep: Class 12 contains 23913 members 
Mstep: Class 13 contains 34030 members 
Mstep: Class 14 contains 39657 members 
Mstep: Class 15 contains 14126 members 
Mstep: Class 16 contains 5370 members 
Mstep: Class 17 contains 15065 members 
Mstep: Class 18 contains 13965 members 
Mstep: Class 19 contains 7877 members 
Mstep: Class 20 contains 59905 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 9018 members 
Mstep: Class 23 contains 4538 members 
Mstep: Class 24 contains 7745 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 153699 members 
Mstep: Class 27 contains 21932 members 
Mstep: Class 28 contains 6264 members 
Mstep: Class 29 contains 3482 members 
Mstep: Class 30 contains 148952 members 
Mstep: Class 31 contains 170460 members 
Mstep: Class 32 contains 21321 members 
Mstep: Class 33 contains 58770 members 
Mstep: Class 34 contains 145882 members 
Mstep: Class 35 contains 164039 members 
Mstep: Class 36 contains 20706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225947984.000000 Penalty: 129591.984375
Iteration 46Q: 37 clusters Score -2.25948e+08 nChanged 17263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 207217 members 
Mstep: Class 2 contains 25484 members 
Mstep: Class 3 contains 98404 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 57489 members 
Mstep: Class 6 contains 23431 members 
Mstep: Class 7 contains 19043 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 226046 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 186967 members 
Mstep: Class 12 contains 23873 members 
Mstep: Class 13 contains 33897 members 
Mstep: Class 14 contains 39759 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 16 contains 5550 members 
Mstep: Class 17 contains 15529 members 
Mstep: Class 18 contains 14143 members 
Mstep: Class 19 contains 7932 members 
Mstep: Class 20 contains 59756 members 
Mstep: Class 21 contains 1416 members 
Mstep: Class 22 contains 9057 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 8017 members 
Mstep: Class 25 contains 1236 members 
Mstep: Class 26 contains 156882 members 
Mstep: Class 27 contains 21899 members 
Mstep: Class 28 contains 6317 members 
Mstep: Class 29 contains 3515 members 
Mstep: Class 30 contains 151875 members 
Mstep: Class 31 contains 170350 members 
Mstep: Class 32 contains 21258 members 
Mstep: Class 33 contains 57638 members 
Mstep: Class 34 contains 144582 members 
Mstep: Class 35 contains 163805 members 
Mstep: Class 36 contains 20647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225948688.000000 Penalty: 129591.984375
Iteration 47Q: 37 clusters Score -2.259487e+08 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 204589 members 
Mstep: Class 2 contains 25592 members 
Mstep: Class 3 contains 98022 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 56872 members 
Mstep: Class 6 contains 23562 members 
Mstep: Class 7 contains 19050 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 226586 members 
Mstep: Class 10 contains 4907 members 
Mstep: Class 11 contains 185338 members 
Mstep: Class 12 contains 23840 members 
Mstep: Class 13 contains 33772 members 
Mstep: Class 14 contains 39848 members 
Mstep: Class 15 contains 14693 members 
Mstep: Class 16 contains 5720 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 14296 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 59658 members 
Mstep: Class 21 contains 1420 members 
Mstep: Class 22 contains 9083 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 8278 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 159853 members 
Mstep: Class 27 contains 21856 members 
Mstep: Class 28 contains 6357 members 
Mstep: Class 29 contains 3548 members 
Mstep: Class 30 contains 154790 members 
Mstep: Class 31 contains 170296 members 
Mstep: Class 32 contains 21151 members 
Mstep: Class 33 contains 56530 members 
Mstep: Class 34 contains 143493 members 
Mstep: Class 35 contains 163639 members 
Mstep: Class 36 contains 20582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949712.000000 Penalty: 129591.984375
Iteration 48Q: 37 clusters Score -2.259497e+08 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 202066 members 
Mstep: Class 2 contains 25745 members 
Mstep: Class 3 contains 97656 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 56270 members 
Mstep: Class 6 contains 23676 members 
Mstep: Class 7 contains 19048 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 227160 members 
Mstep: Class 10 contains 4910 members 
Mstep: Class 11 contains 183788 members 
Mstep: Class 12 contains 23805 members 
Mstep: Class 13 contains 33676 members 
Mstep: Class 14 contains 39906 members 
Mstep: Class 15 contains 14938 members 
Mstep: Class 16 contains 5905 members 
Mstep: Class 17 contains 16299 members 
Mstep: Class 18 contains 14410 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 59588 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 9078 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 8507 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 162542 members 
Mstep: Class 27 contains 21815 members 
Mstep: Class 28 contains 6393 members 
Mstep: Class 29 contains 3564 members 
Mstep: Class 30 contains 157700 members 
Mstep: Class 31 contains 170272 members 
Mstep: Class 32 contains 21036 members 
Mstep: Class 33 contains 55476 members 
Mstep: Class 34 contains 142488 members 
Mstep: Class 35 contains 163484 members 
Mstep: Class 36 contains 20543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225949504.000000 Penalty: 129591.984375
Iteration 49Q: 37 clusters Score -2.259495e+08 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 199534 members 
Mstep: Class 2 contains 25903 members 
Mstep: Class 3 contains 97288 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 55731 members 
Mstep: Class 6 contains 23764 members 
Mstep: Class 7 contains 19039 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 227787 members 
Mstep: Class 10 contains 4902 members 
Mstep: Class 11 contains 182279 members 
Mstep: Class 12 contains 23774 members 
Mstep: Class 13 contains 33597 members 
Mstep: Class 14 contains 39975 members 
Mstep: Class 15 contains 15152 members 
Mstep: Class 16 contains 6075 members 
Mstep: Class 17 contains 16622 members 
Mstep: Class 18 contains 14534 members 
Mstep: Class 19 contains 8069 members 
Mstep: Class 20 contains 59524 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 9094 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 8734 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 164855 members 
Mstep: Class 27 contains 21790 members 
Mstep: Class 28 contains 6421 members 
Mstep: Class 29 contains 3580 members 
Mstep: Class 30 contains 160605 members 
Mstep: Class 31 contains 170289 members 
Mstep: Class 32 contains 20937 members 
Mstep: Class 33 contains 54432 members 
Mstep: Class 34 contains 141617 members 
Mstep: Class 35 contains 163380 members 
Mstep: Class 36 contains 20505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950480.000000 Penalty: 129591.984375
Iteration 50Q: 37 clusters Score -2.259505e+08 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 197023 members 
Mstep: Class 2 contains 26085 members 
Mstep: Class 3 contains 96959 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 55284 members 
Mstep: Class 6 contains 23850 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 228459 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 180946 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 33524 members 
Mstep: Class 14 contains 39992 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 6226 members 
Mstep: Class 17 contains 16939 members 
Mstep: Class 18 contains 14634 members 
Mstep: Class 19 contains 8120 members 
Mstep: Class 20 contains 59482 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 9117 members 
Mstep: Class 23 contains 4082 members 
Mstep: Class 24 contains 8925 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 166825 members 
Mstep: Class 27 contains 21777 members 
Mstep: Class 28 contains 6442 members 
Mstep: Class 29 contains 3609 members 
Mstep: Class 30 contains 163440 members 
Mstep: Class 31 contains 170291 members 
Mstep: Class 32 contains 20843 members 
Mstep: Class 33 contains 53434 members 
Mstep: Class 34 contains 140785 members 
Mstep: Class 35 contains 163304 members 
Mstep: Class 36 contains 20493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225950912.000000 Penalty: 129591.984375
Iteration 51Q: 37 clusters Score -2.259509e+08 nChanged 12065
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 194647 members 
Mstep: Class 2 contains 26239 members 
Mstep: Class 3 contains 96692 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 54944 members 
Mstep: Class 6 contains 23950 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 229117 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 179703 members 
Mstep: Class 12 contains 23742 members 
Mstep: Class 13 contains 33472 members 
Mstep: Class 14 contains 40010 members 
Mstep: Class 15 contains 15531 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 17218 members 
Mstep: Class 18 contains 14716 members 
Mstep: Class 19 contains 8184 members 
Mstep: Class 20 contains 59436 members 
Mstep: Class 21 contains 1441 members 
Mstep: Class 22 contains 9130 members 
Mstep: Class 23 contains 4007 members 
Mstep: Class 24 contains 9093 members 
Mstep: Class 25 contains 1237 members 
Mstep: Class 26 contains 168405 members 
Mstep: Class 27 contains 21774 members 
Mstep: Class 28 contains 6457 members 
Mstep: Class 29 contains 3634 members 
Mstep: Class 30 contains 166070 members 
Mstep: Class 31 contains 170355 members 
Mstep: Class 32 contains 20735 members 
Mstep: Class 33 contains 52528 members 
Mstep: Class 34 contains 140115 members 
Mstep: Class 35 contains 163238 members 
Mstep: Class 36 contains 20474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225951184.000000 Penalty: 129591.984375
Iteration 52Q: 37 clusters Score -2.259512e+08 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 192462 members 
Mstep: Class 2 contains 26426 members 
Mstep: Class 3 contains 96429 members 
Mstep: Class 4 contains 4950 members 
Mstep: Class 5 contains 54598 members 
Mstep: Class 6 contains 24020 members 
Mstep: Class 7 contains 19028 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 229763 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 178557 members 
Mstep: Class 12 contains 23733 members 
Mstep: Class 13 contains 33446 members 
Mstep: Class 14 contains 40018 members 
Mstep: Class 15 contains 15673 members 
Mstep: Class 16 contains 6526 members 
Mstep: Class 17 contains 17474 members 
Mstep: Class 18 contains 14787 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 59419 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 9139 members 
Mstep: Class 23 contains 3911 members 
Mstep: Class 24 contains 9269 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 169732 members 
Mstep: Class 27 contains 21764 members 
Mstep: Class 28 contains 6470 members 
Mstep: Class 29 contains 3644 members 
Mstep: Class 30 contains 168536 members 
Mstep: Class 31 contains 170418 members 
Mstep: Class 32 contains 20627 members 
Mstep: Class 33 contains 51704 members 
Mstep: Class 34 contains 139500 members 
Mstep: Class 35 contains 163183 members 
Mstep: Class 36 contains 20500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225952736.000000 Penalty: 129591.984375
Iteration 53Q: 37 clusters Score -2.259527e+08 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 190392 members 
Mstep: Class 2 contains 26614 members 
Mstep: Class 3 contains 96180 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 54307 members 
Mstep: Class 6 contains 24075 members 
Mstep: Class 7 contains 19028 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 230459 members 
Mstep: Class 10 contains 4793 members 
Mstep: Class 11 contains 177446 members 
Mstep: Class 12 contains 23705 members 
Mstep: Class 13 contains 33431 members 
Mstep: Class 14 contains 40037 members 
Mstep: Class 15 contains 15801 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 17712 members 
Mstep: Class 18 contains 14840 members 
Mstep: Class 19 contains 8298 members 
Mstep: Class 20 contains 59390 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9140 members 
Mstep: Class 23 contains 3796 members 
Mstep: Class 24 contains 9442 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 170861 members 
Mstep: Class 27 contains 21756 members 
Mstep: Class 28 contains 6490 members 
Mstep: Class 29 contains 3653 members 
Mstep: Class 30 contains 170916 members 
Mstep: Class 31 contains 170519 members 
Mstep: Class 32 contains 20505 members 
Mstep: Class 33 contains 50897 members 
Mstep: Class 34 contains 138977 members 
Mstep: Class 35 contains 163135 members 
Mstep: Class 36 contains 20473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953136.000000 Penalty: 129591.984375
Iteration 54Q: 37 clusters Score -2.259531e+08 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 188550 members 
Mstep: Class 2 contains 26811 members 
Mstep: Class 3 contains 95956 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 54084 members 
Mstep: Class 6 contains 24103 members 
Mstep: Class 7 contains 19016 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 231172 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 176361 members 
Mstep: Class 12 contains 23684 members 
Mstep: Class 13 contains 33413 members 
Mstep: Class 14 contains 40057 members 
Mstep: Class 15 contains 15912 members 
Mstep: Class 16 contains 6907 members 
Mstep: Class 17 contains 17935 members 
Mstep: Class 18 contains 14885 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 59374 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9160 members 
Mstep: Class 23 contains 3707 members 
Mstep: Class 24 contains 9584 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 171771 members 
Mstep: Class 27 contains 21757 members 
Mstep: Class 28 contains 6504 members 
Mstep: Class 29 contains 3662 members 
Mstep: Class 30 contains 173079 members 
Mstep: Class 31 contains 170632 members 
Mstep: Class 32 contains 20401 members 
Mstep: Class 33 contains 50133 members 
Mstep: Class 34 contains 138465 members 
Mstep: Class 35 contains 163116 members 
Mstep: Class 36 contains 20472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953648.000000 Penalty: 129591.984375
Iteration 55Q: 37 clusters Score -2.259536e+08 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 186863 members 
Mstep: Class 2 contains 27009 members 
Mstep: Class 3 contains 95756 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 53872 members 
Mstep: Class 6 contains 24103 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 231973 members 
Mstep: Class 10 contains 4731 members 
Mstep: Class 11 contains 175410 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 13 contains 33393 members 
Mstep: Class 14 contains 40085 members 
Mstep: Class 15 contains 16009 members 
Mstep: Class 16 contains 7076 members 
Mstep: Class 17 contains 18122 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 8410 members 
Mstep: Class 20 contains 59364 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9171 members 
Mstep: Class 23 contains 3627 members 
Mstep: Class 24 contains 9716 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 172466 members 
Mstep: Class 27 contains 21751 members 
Mstep: Class 28 contains 6517 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 175034 members 
Mstep: Class 31 contains 170755 members 
Mstep: Class 32 contains 20300 members 
Mstep: Class 33 contains 49410 members 
Mstep: Class 34 contains 137982 members 
Mstep: Class 35 contains 163118 members 
Mstep: Class 36 contains 20444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953712.000000 Penalty: 129591.984375
Iteration 56Q: 37 clusters Score -2.259537e+08 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 185276 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 95604 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 53685 members 
Mstep: Class 6 contains 24100 members 
Mstep: Class 7 contains 18991 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 232736 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 174494 members 
Mstep: Class 12 contains 23648 members 
Mstep: Class 13 contains 33383 members 
Mstep: Class 14 contains 40120 members 
Mstep: Class 15 contains 16116 members 
Mstep: Class 16 contains 7218 members 
Mstep: Class 17 contains 18367 members 
Mstep: Class 18 contains 14972 members 
Mstep: Class 19 contains 8474 members 
Mstep: Class 20 contains 59358 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9189 members 
Mstep: Class 23 contains 3590 members 
Mstep: Class 24 contains 9850 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 172975 members 
Mstep: Class 27 contains 21752 members 
Mstep: Class 28 contains 6530 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 176845 members 
Mstep: Class 31 contains 170875 members 
Mstep: Class 32 contains 20210 members 
Mstep: Class 33 contains 48671 members 
Mstep: Class 34 contains 137557 members 
Mstep: Class 35 contains 163080 members 
Mstep: Class 36 contains 20434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953328.000000 Penalty: 129591.984375
Iteration 57Q: 37 clusters Score -2.259533e+08 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 183992 members 
Mstep: Class 2 contains 27511 members 
Mstep: Class 3 contains 95421 members 
Mstep: Class 4 contains 5059 members 
Mstep: Class 5 contains 53551 members 
Mstep: Class 6 contains 24092 members 
Mstep: Class 7 contains 18977 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 233504 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 173600 members 
Mstep: Class 12 contains 23631 members 
Mstep: Class 13 contains 33373 members 
Mstep: Class 14 contains 40134 members 
Mstep: Class 15 contains 16216 members 
Mstep: Class 16 contains 7345 members 
Mstep: Class 17 contains 18601 members 
Mstep: Class 18 contains 15017 members 
Mstep: Class 19 contains 8544 members 
Mstep: Class 20 contains 59367 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9202 members 
Mstep: Class 23 contains 3550 members 
Mstep: Class 24 contains 9967 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 173386 members 
Mstep: Class 27 contains 21749 members 
Mstep: Class 28 contains 6542 members 
Mstep: Class 29 contains 3693 members 
Mstep: Class 30 contains 178371 members 
Mstep: Class 31 contains 170985 members 
Mstep: Class 32 contains 20125 members 
Mstep: Class 33 contains 47983 members 
Mstep: Class 34 contains 137163 members 
Mstep: Class 35 contains 163032 members 
Mstep: Class 36 contains 20442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953760.000000 Penalty: 129591.984375
Iteration 58Q: 37 clusters Score -2.259538e+08 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 182899 members 
Mstep: Class 2 contains 27759 members 
Mstep: Class 3 contains 95256 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 53421 members 
Mstep: Class 6 contains 24088 members 
Mstep: Class 7 contains 18963 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 234266 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 172747 members 
Mstep: Class 12 contains 23615 members 
Mstep: Class 13 contains 33360 members 
Mstep: Class 14 contains 40139 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 7460 members 
Mstep: Class 17 contains 18802 members 
Mstep: Class 18 contains 15056 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 59364 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9215 members 
Mstep: Class 23 contains 3507 members 
Mstep: Class 24 contains 10058 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 173706 members 
Mstep: Class 27 contains 21744 members 
Mstep: Class 28 contains 6558 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 179758 members 
Mstep: Class 31 contains 171110 members 
Mstep: Class 32 contains 20055 members 
Mstep: Class 33 contains 47361 members 
Mstep: Class 34 contains 136747 members 
Mstep: Class 35 contains 163044 members 
Mstep: Class 36 contains 20420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953808.000000 Penalty: 129591.984375
Iteration 59Q: 37 clusters Score -2.259538e+08 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 182041 members 
Mstep: Class 2 contains 27994 members 
Mstep: Class 3 contains 95117 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 53305 members 
Mstep: Class 6 contains 24057 members 
Mstep: Class 7 contains 18949 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 234981 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 171960 members 
Mstep: Class 12 contains 23604 members 
Mstep: Class 13 contains 33355 members 
Mstep: Class 14 contains 40137 members 
Mstep: Class 15 contains 16375 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 17 contains 18947 members 
Mstep: Class 18 contains 15083 members 
Mstep: Class 19 contains 8729 members 
Mstep: Class 20 contains 59369 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9225 members 
Mstep: Class 23 contains 3502 members 
Mstep: Class 24 contains 10156 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 173978 members 
Mstep: Class 27 contains 21745 members 
Mstep: Class 28 contains 6568 members 
Mstep: Class 29 contains 3727 members 
Mstep: Class 30 contains 180981 members 
Mstep: Class 31 contains 171208 members 
Mstep: Class 32 contains 20001 members 
Mstep: Class 33 contains 46779 members 
Mstep: Class 34 contains 136363 members 
Mstep: Class 35 contains 163014 members 
Mstep: Class 36 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954160.000000 Penalty: 129591.984375
Iteration 60F: 37 clusters Score -2.259542e+08 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181316 members 
Mstep: Class 2 contains 28221 members 
Mstep: Class 3 contains 94985 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 53167 members 
Mstep: Class 6 contains 24024 members 
Mstep: Class 7 contains 18936 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 235641 members 
Mstep: Class 10 contains 4448 members 
Mstep: Class 11 contains 171198 members 
Mstep: Class 12 contains 23588 members 
Mstep: Class 13 contains 33349 members 
Mstep: Class 14 contains 40137 members 
Mstep: Class 15 contains 16444 members 
Mstep: Class 16 contains 7640 members 
Mstep: Class 17 contains 19087 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 8807 members 
Mstep: Class 20 contains 59369 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 10254 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174216 members 
Mstep: Class 27 contains 21734 members 
Mstep: Class 28 contains 6573 members 
Mstep: Class 29 contains 3735 members 
Mstep: Class 30 contains 182096 members 
Mstep: Class 31 contains 171316 members 
Mstep: Class 32 contains 19948 members 
Mstep: Class 33 contains 46217 members 
Mstep: Class 34 contains 136016 members 
Mstep: Class 35 contains 162987 members 
Mstep: Class 36 contains 20334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953456.000000 Penalty: 129591.984375
Iteration 61Q: 37 clusters Score -2.259535e+08 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180769 members 
Mstep: Class 2 contains 28476 members 
Mstep: Class 3 contains 94865 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 53033 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 18927 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 236271 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 170474 members 
Mstep: Class 12 contains 23571 members 
Mstep: Class 13 contains 33338 members 
Mstep: Class 14 contains 40136 members 
Mstep: Class 15 contains 16499 members 
Mstep: Class 16 contains 7722 members 
Mstep: Class 17 contains 19220 members 
Mstep: Class 18 contains 15143 members 
Mstep: Class 19 contains 8900 members 
Mstep: Class 20 contains 59378 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3542 members 
Mstep: Class 24 contains 10343 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174378 members 
Mstep: Class 27 contains 21726 members 
Mstep: Class 28 contains 6576 members 
Mstep: Class 29 contains 3741 members 
Mstep: Class 30 contains 182994 members 
Mstep: Class 31 contains 171445 members 
Mstep: Class 32 contains 19896 members 
Mstep: Class 33 contains 45720 members 
Mstep: Class 34 contains 135700 members 
Mstep: Class 35 contains 162959 members 
Mstep: Class 36 contains 20298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953488.000000 Penalty: 129591.984375
Iteration 62Q: 37 clusters Score -2.259535e+08 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180383 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 94777 members 
Mstep: Class 4 contains 5156 members 
Mstep: Class 5 contains 52891 members 
Mstep: Class 6 contains 23917 members 
Mstep: Class 7 contains 18918 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 236880 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 169771 members 
Mstep: Class 12 contains 23559 members 
Mstep: Class 13 contains 33340 members 
Mstep: Class 14 contains 40137 members 
Mstep: Class 15 contains 16557 members 
Mstep: Class 16 contains 7805 members 
Mstep: Class 17 contains 19333 members 
Mstep: Class 18 contains 15173 members 
Mstep: Class 19 contains 8989 members 
Mstep: Class 20 contains 59390 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 3546 members 
Mstep: Class 24 contains 10435 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174490 members 
Mstep: Class 27 contains 21718 members 
Mstep: Class 28 contains 6577 members 
Mstep: Class 29 contains 3744 members 
Mstep: Class 30 contains 183685 members 
Mstep: Class 31 contains 171574 members 
Mstep: Class 32 contains 19853 members 
Mstep: Class 33 contains 45254 members 
Mstep: Class 34 contains 135365 members 
Mstep: Class 35 contains 162973 members 
Mstep: Class 36 contains 20298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953424.000000 Penalty: 129591.984375
Iteration 63Q: 37 clusters Score -2.259534e+08 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180194 members 
Mstep: Class 2 contains 28956 members 
Mstep: Class 3 contains 94678 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 52763 members 
Mstep: Class 6 contains 23879 members 
Mstep: Class 7 contains 18913 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 237391 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 169136 members 
Mstep: Class 12 contains 23552 members 
Mstep: Class 13 contains 33337 members 
Mstep: Class 14 contains 40138 members 
Mstep: Class 15 contains 16609 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 19433 members 
Mstep: Class 18 contains 15197 members 
Mstep: Class 19 contains 9070 members 
Mstep: Class 20 contains 59405 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3588 members 
Mstep: Class 24 contains 10500 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174575 members 
Mstep: Class 27 contains 21706 members 
Mstep: Class 28 contains 6575 members 
Mstep: Class 29 contains 3751 members 
Mstep: Class 30 contains 184167 members 
Mstep: Class 31 contains 171679 members 
Mstep: Class 32 contains 19802 members 
Mstep: Class 33 contains 44879 members 
Mstep: Class 34 contains 135049 members 
Mstep: Class 35 contains 162992 members 
Mstep: Class 36 contains 20280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953504.000000 Penalty: 129591.984375
Iteration 64Q: 37 clusters Score -2.259535e+08 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180168 members 
Mstep: Class 2 contains 29209 members 
Mstep: Class 3 contains 94597 members 
Mstep: Class 4 contains 5205 members 
Mstep: Class 5 contains 52642 members 
Mstep: Class 6 contains 23815 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 237874 members 
Mstep: Class 10 contains 4222 members 
Mstep: Class 11 contains 168509 members 
Mstep: Class 12 contains 23544 members 
Mstep: Class 13 contains 33335 members 
Mstep: Class 14 contains 40161 members 
Mstep: Class 15 contains 16640 members 
Mstep: Class 16 contains 7948 members 
Mstep: Class 17 contains 19521 members 
Mstep: Class 18 contains 15214 members 
Mstep: Class 19 contains 9152 members 
Mstep: Class 20 contains 59412 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 3632 members 
Mstep: Class 24 contains 10565 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174630 members 
Mstep: Class 27 contains 21707 members 
Mstep: Class 28 contains 6576 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 184513 members 
Mstep: Class 31 contains 171812 members 
Mstep: Class 32 contains 19758 members 
Mstep: Class 33 contains 44536 members 
Mstep: Class 34 contains 134710 members 
Mstep: Class 35 contains 162983 members 
Mstep: Class 36 contains 20268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953408.000000 Penalty: 129591.984375
Iteration 65Q: 37 clusters Score -2.259534e+08 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180222 members 
Mstep: Class 2 contains 29426 members 
Mstep: Class 3 contains 94498 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 52556 members 
Mstep: Class 6 contains 23748 members 
Mstep: Class 7 contains 18895 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 238291 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 167907 members 
Mstep: Class 12 contains 23540 members 
Mstep: Class 13 contains 33336 members 
Mstep: Class 14 contains 40184 members 
Mstep: Class 15 contains 16681 members 
Mstep: Class 16 contains 8009 members 
Mstep: Class 17 contains 19617 members 
Mstep: Class 18 contains 15228 members 
Mstep: Class 19 contains 9247 members 
Mstep: Class 20 contains 59432 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 3699 members 
Mstep: Class 24 contains 10623 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174712 members 
Mstep: Class 27 contains 21704 members 
Mstep: Class 28 contains 6575 members 
Mstep: Class 29 contains 3761 members 
Mstep: Class 30 contains 184770 members 
Mstep: Class 31 contains 171937 members 
Mstep: Class 32 contains 19720 members 
Mstep: Class 33 contains 44227 members 
Mstep: Class 34 contains 134380 members 
Mstep: Class 35 contains 162953 members 
Mstep: Class 36 contains 20234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953360.000000 Penalty: 129591.984375
Iteration 66Q: 37 clusters Score -2.259534e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180358 members 
Mstep: Class 2 contains 29648 members 
Mstep: Class 3 contains 94390 members 
Mstep: Class 4 contains 5254 members 
Mstep: Class 5 contains 52495 members 
Mstep: Class 6 contains 23676 members 
Mstep: Class 7 contains 18891 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 238665 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 167315 members 
Mstep: Class 12 contains 23531 members 
Mstep: Class 13 contains 33333 members 
Mstep: Class 14 contains 40196 members 
Mstep: Class 15 contains 16709 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 19687 members 
Mstep: Class 18 contains 15238 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 20 contains 59449 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 3768 members 
Mstep: Class 24 contains 10664 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174773 members 
Mstep: Class 27 contains 21705 members 
Mstep: Class 28 contains 6578 members 
Mstep: Class 29 contains 3768 members 
Mstep: Class 30 contains 184991 members 
Mstep: Class 31 contains 172027 members 
Mstep: Class 32 contains 19688 members 
Mstep: Class 33 contains 43952 members 
Mstep: Class 34 contains 134110 members 
Mstep: Class 35 contains 162956 members 
Mstep: Class 36 contains 20200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953568.000000 Penalty: 129591.984375
Iteration 67Q: 37 clusters Score -2.259536e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180471 members 
Mstep: Class 2 contains 29880 members 
Mstep: Class 3 contains 94296 members 
Mstep: Class 4 contains 5280 members 
Mstep: Class 5 contains 52450 members 
Mstep: Class 6 contains 23604 members 
Mstep: Class 7 contains 18886 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 238991 members 
Mstep: Class 10 contains 4079 members 
Mstep: Class 11 contains 166738 members 
Mstep: Class 12 contains 23519 members 
Mstep: Class 13 contains 33334 members 
Mstep: Class 14 contains 40218 members 
Mstep: Class 15 contains 16730 members 
Mstep: Class 16 contains 8104 members 
Mstep: Class 17 contains 19763 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 19 contains 9393 members 
Mstep: Class 20 contains 59465 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 3863 members 
Mstep: Class 24 contains 10729 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174842 members 
Mstep: Class 27 contains 21704 members 
Mstep: Class 28 contains 6580 members 
Mstep: Class 29 contains 3772 members 
Mstep: Class 30 contains 185182 members 
Mstep: Class 31 contains 172102 members 
Mstep: Class 32 contains 19652 members 
Mstep: Class 33 contains 43684 members 
Mstep: Class 34 contains 133838 members 
Mstep: Class 35 contains 162953 members 
Mstep: Class 36 contains 20162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953520.000000 Penalty: 129591.984375
Iteration 68Q: 37 clusters Score -2.259535e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 30093 members 
Mstep: Class 3 contains 94224 members 
Mstep: Class 4 contains 5287 members 
Mstep: Class 5 contains 52420 members 
Mstep: Class 6 contains 23521 members 
Mstep: Class 7 contains 18879 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 239293 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 166236 members 
Mstep: Class 12 contains 23502 members 
Mstep: Class 13 contains 33331 members 
Mstep: Class 14 contains 40251 members 
Mstep: Class 15 contains 16755 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 19827 members 
Mstep: Class 18 contains 15243 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 59471 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 9253 members 
Mstep: Class 23 contains 3973 members 
Mstep: Class 24 contains 10782 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174927 members 
Mstep: Class 27 contains 21700 members 
Mstep: Class 28 contains 6584 members 
Mstep: Class 29 contains 3774 members 
Mstep: Class 30 contains 185312 members 
Mstep: Class 31 contains 172192 members 
Mstep: Class 32 contains 19607 members 
Mstep: Class 33 contains 43441 members 
Mstep: Class 34 contains 133577 members 
Mstep: Class 35 contains 162905 members 
Mstep: Class 36 contains 20124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225953696.000000 Penalty: 129591.984375
Iteration 69Q: 37 clusters Score -2.259537e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180764 members 
Mstep: Class 2 contains 30320 members 
Mstep: Class 3 contains 94173 members 
Mstep: Class 4 contains 5288 members 
Mstep: Class 5 contains 52368 members 
Mstep: Class 6 contains 23450 members 
Mstep: Class 7 contains 18873 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 239556 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 165735 members 
Mstep: Class 12 contains 23491 members 
Mstep: Class 13 contains 33339 members 
Mstep: Class 14 contains 40274 members 
Mstep: Class 15 contains 16780 members 
Mstep: Class 16 contains 8214 members 
Mstep: Class 17 contains 19896 members 
Mstep: Class 18 contains 15244 members 
Mstep: Class 19 contains 9522 members 
Mstep: Class 20 contains 59479 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 4117 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 174983 members 
Mstep: Class 27 contains 21702 members 
Mstep: Class 28 contains 6590 members 
Mstep: Class 29 contains 3777 members 
Mstep: Class 30 contains 185382 members 
Mstep: Class 31 contains 172287 members 
Mstep: Class 32 contains 19574 members 
Mstep: Class 33 contains 43223 members 
Mstep: Class 34 contains 133318 members 
Mstep: Class 35 contains 162829 members 
Mstep: Class 36 contains 20101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954496.000000 Penalty: 129591.984375
Iteration 70Q: 37 clusters Score -2.259545e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 180923 members 
Mstep: Class 2 contains 30539 members 
Mstep: Class 3 contains 94124 members 
Mstep: Class 4 contains 5284 members 
Mstep: Class 5 contains 52295 members 
Mstep: Class 6 contains 23372 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 239820 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 165252 members 
Mstep: Class 12 contains 23478 members 
Mstep: Class 13 contains 33345 members 
Mstep: Class 14 contains 40289 members 
Mstep: Class 15 contains 16800 members 
Mstep: Class 16 contains 8269 members 
Mstep: Class 17 contains 19958 members 
Mstep: Class 18 contains 15250 members 
Mstep: Class 19 contains 9586 members 
Mstep: Class 20 contains 59483 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 4258 members 
Mstep: Class 24 contains 10889 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175038 members 
Mstep: Class 27 contains 21700 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 3778 members 
Mstep: Class 30 contains 185516 members 
Mstep: Class 31 contains 172325 members 
Mstep: Class 32 contains 19547 members 
Mstep: Class 33 contains 42997 members 
Mstep: Class 34 contains 133080 members 
Mstep: Class 35 contains 162798 members 
Mstep: Class 36 contains 20073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954848.000000 Penalty: 129591.984375
Iteration 71Q: 37 clusters Score -2.259548e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181055 members 
Mstep: Class 2 contains 30762 members 
Mstep: Class 3 contains 94099 members 
Mstep: Class 4 contains 5290 members 
Mstep: Class 5 contains 52248 members 
Mstep: Class 6 contains 23284 members 
Mstep: Class 7 contains 18861 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 240070 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 164783 members 
Mstep: Class 12 contains 23471 members 
Mstep: Class 13 contains 33356 members 
Mstep: Class 14 contains 40297 members 
Mstep: Class 15 contains 16819 members 
Mstep: Class 16 contains 8318 members 
Mstep: Class 17 contains 20022 members 
Mstep: Class 18 contains 15259 members 
Mstep: Class 19 contains 9644 members 
Mstep: Class 20 contains 59483 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 10945 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175090 members 
Mstep: Class 27 contains 21699 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 3777 members 
Mstep: Class 30 contains 185626 members 
Mstep: Class 31 contains 172422 members 
Mstep: Class 32 contains 19521 members 
Mstep: Class 33 contains 42756 members 
Mstep: Class 34 contains 132833 members 
Mstep: Class 35 contains 162755 members 
Mstep: Class 36 contains 20030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225954800.000000 Penalty: 129591.984375
Iteration 72Q: 37 clusters Score -2.259548e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 30996 members 
Mstep: Class 3 contains 94097 members 
Mstep: Class 4 contains 5283 members 
Mstep: Class 5 contains 52202 members 
Mstep: Class 6 contains 23237 members 
Mstep: Class 7 contains 18850 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 240273 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 164294 members 
Mstep: Class 12 contains 23464 members 
Mstep: Class 13 contains 33372 members 
Mstep: Class 14 contains 40320 members 
Mstep: Class 15 contains 16837 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 20077 members 
Mstep: Class 18 contains 15274 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 59496 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 9257 members 
Mstep: Class 23 contains 4476 members 
Mstep: Class 24 contains 11001 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175145 members 
Mstep: Class 27 contains 21706 members 
Mstep: Class 28 contains 6599 members 
Mstep: Class 29 contains 3777 members 
Mstep: Class 30 contains 185707 members 
Mstep: Class 31 contains 172488 members 
Mstep: Class 32 contains 19498 members 
Mstep: Class 33 contains 42543 members 
Mstep: Class 34 contains 132617 members 
Mstep: Class 35 contains 162705 members 
Mstep: Class 36 contains 20001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955024.000000 Penalty: 129591.984375
Iteration 73Q: 37 clusters Score -2.25955e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181274 members 
Mstep: Class 2 contains 31246 members 
Mstep: Class 3 contains 94079 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 52159 members 
Mstep: Class 6 contains 23194 members 
Mstep: Class 7 contains 18837 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 240404 members 
Mstep: Class 10 contains 3891 members 
Mstep: Class 11 contains 163866 members 
Mstep: Class 12 contains 23461 members 
Mstep: Class 13 contains 33381 members 
Mstep: Class 14 contains 40337 members 
Mstep: Class 15 contains 16842 members 
Mstep: Class 16 contains 8383 members 
Mstep: Class 17 contains 20127 members 
Mstep: Class 18 contains 15293 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 59505 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 9262 members 
Mstep: Class 23 contains 4523 members 
Mstep: Class 24 contains 11054 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175240 members 
Mstep: Class 27 contains 21711 members 
Mstep: Class 28 contains 6600 members 
Mstep: Class 29 contains 3777 members 
Mstep: Class 30 contains 185832 members 
Mstep: Class 31 contains 172588 members 
Mstep: Class 32 contains 19475 members 
Mstep: Class 33 contains 42334 members 
Mstep: Class 34 contains 132406 members 
Mstep: Class 35 contains 162672 members 
Mstep: Class 36 contains 19979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955120.000000 Penalty: 129591.984375
Iteration 74Q: 37 clusters Score -2.259551e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181330 members 
Mstep: Class 2 contains 31474 members 
Mstep: Class 3 contains 94086 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 52125 members 
Mstep: Class 6 contains 23163 members 
Mstep: Class 7 contains 18839 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 240541 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 163424 members 
Mstep: Class 12 contains 23457 members 
Mstep: Class 13 contains 33391 members 
Mstep: Class 14 contains 40359 members 
Mstep: Class 15 contains 16851 members 
Mstep: Class 16 contains 8400 members 
Mstep: Class 17 contains 20171 members 
Mstep: Class 18 contains 15307 members 
Mstep: Class 19 contains 9805 members 
Mstep: Class 20 contains 59514 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 4555 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175306 members 
Mstep: Class 27 contains 21716 members 
Mstep: Class 28 contains 6599 members 
Mstep: Class 29 contains 3778 members 
Mstep: Class 30 contains 185953 members 
Mstep: Class 31 contains 172662 members 
Mstep: Class 32 contains 19438 members 
Mstep: Class 33 contains 42163 members 
Mstep: Class 34 contains 132227 members 
Mstep: Class 35 contains 162662 members 
Mstep: Class 36 contains 19951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955344.000000 Penalty: 129591.984375
Iteration 75Q: 37 clusters Score -2.259553e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181370 members 
Mstep: Class 2 contains 31714 members 
Mstep: Class 3 contains 94113 members 
Mstep: Class 4 contains 5274 members 
Mstep: Class 5 contains 52066 members 
Mstep: Class 6 contains 23128 members 
Mstep: Class 7 contains 18839 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 240695 members 
Mstep: Class 10 contains 3833 members 
Mstep: Class 11 contains 162956 members 
Mstep: Class 12 contains 23448 members 
Mstep: Class 13 contains 33401 members 
Mstep: Class 14 contains 40374 members 
Mstep: Class 15 contains 16854 members 
Mstep: Class 16 contains 8414 members 
Mstep: Class 17 contains 20213 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 9862 members 
Mstep: Class 20 contains 59531 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 9266 members 
Mstep: Class 23 contains 4596 members 
Mstep: Class 24 contains 11173 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175375 members 
Mstep: Class 27 contains 21718 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 3779 members 
Mstep: Class 30 contains 186093 members 
Mstep: Class 31 contains 172729 members 
Mstep: Class 32 contains 19411 members 
Mstep: Class 33 contains 42003 members 
Mstep: Class 34 contains 132037 members 
Mstep: Class 35 contains 162653 members 
Mstep: Class 36 contains 19925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955440.000000 Penalty: 129591.984375
Iteration 76Q: 37 clusters Score -2.259554e+08 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181352 members 
Mstep: Class 2 contains 31950 members 
Mstep: Class 3 contains 94129 members 
Mstep: Class 4 contains 5284 members 
Mstep: Class 5 contains 52039 members 
Mstep: Class 6 contains 23111 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 240873 members 
Mstep: Class 10 contains 3793 members 
Mstep: Class 11 contains 162480 members 
Mstep: Class 12 contains 23436 members 
Mstep: Class 13 contains 33403 members 
Mstep: Class 14 contains 40387 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 16 contains 8423 members 
Mstep: Class 17 contains 20253 members 
Mstep: Class 18 contains 15334 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 59544 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9268 members 
Mstep: Class 23 contains 4607 members 
Mstep: Class 24 contains 11228 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175418 members 
Mstep: Class 27 contains 21720 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3783 members 
Mstep: Class 30 contains 186244 members 
Mstep: Class 31 contains 172818 members 
Mstep: Class 32 contains 19383 members 
Mstep: Class 33 contains 41878 members 
Mstep: Class 34 contains 131861 members 
Mstep: Class 35 contains 162650 members 
Mstep: Class 36 contains 19896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955408.000000 Penalty: 129591.984375
Iteration 77Q: 37 clusters Score -2.259554e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181350 members 
Mstep: Class 2 contains 32208 members 
Mstep: Class 3 contains 94136 members 
Mstep: Class 4 contains 5283 members 
Mstep: Class 5 contains 52018 members 
Mstep: Class 6 contains 23103 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241036 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 161984 members 
Mstep: Class 12 contains 23428 members 
Mstep: Class 13 contains 33407 members 
Mstep: Class 14 contains 40405 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 20289 members 
Mstep: Class 18 contains 15349 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 59555 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 11276 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175466 members 
Mstep: Class 27 contains 21718 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186407 members 
Mstep: Class 31 contains 172886 members 
Mstep: Class 32 contains 19362 members 
Mstep: Class 33 contains 41758 members 
Mstep: Class 34 contains 131672 members 
Mstep: Class 35 contains 162641 members 
Mstep: Class 36 contains 19868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225955296.000000 Penalty: 129591.984375
Iteration 78Q: 37 clusters Score -2.259553e+08 nChanged 2173
Entering ConstructFrom: 
Score: -225955296.000000 Penalty: 129591.984375
Entering ConstructFrom: 
Trying to split cluster 1 (181358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181358 members 
Entering Unmasked Estep 
Score: -21333348.000000 Penalty: 3002.840820
	Iteration 0F: 2 clusters Score -2.133335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -21217162.000000 Penalty: 6005.681641
	Iteration 0F: 3 clusters Score -2.121716e+07 nChanged 87065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92191 members 
Mstep: Class 2 contains 89167 members 
Entering Unmasked Estep 
Score: -21268870.000000 Penalty: 6005.681641
	Iteration 1F: 3 clusters Score -2.126887e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -21270604.000000 Penalty: 6005.681641
	Iteration 2Q: 3 clusters Score -2.12706e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -21273068.000000 Penalty: 6005.681641
	Iteration 3Q: 3 clusters Score -2.127307e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95753 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -21275752.000000 Penalty: 6005.681641
	Iteration 4Q: 3 clusters Score -2.127575e+07 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
Score: -21278938.000000 Penalty: 6005.681641
	Iteration 5Q: 3 clusters Score -2.127894e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -21282680.000000 Penalty: 6005.681641
	Iteration 6Q: 3 clusters Score -2.128268e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104682 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -21286856.000000 Penalty: 6005.681641
	Iteration 7Q: 3 clusters Score -2.128686e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108605 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -21292104.000000 Penalty: 6005.681641
	Iteration 8F: 3 clusters Score -2.12921e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112304 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -21297838.000000 Penalty: 6005.681641
	Iteration 9F: 3 clusters Score -2.129784e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115514 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -21302990.000000 Penalty: 6005.681641
	Iteration 10Q: 3 clusters Score -2.130299e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -21306442.000000 Penalty: 6005.681641
	Iteration 11Q: 3 clusters Score -2.130644e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -21308354.000000 Penalty: 6005.681641
	Iteration 12Q: 3 clusters Score -2.130835e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122227 members 
Mstep: Class 2 contains 59131 members 
Entering Unmasked Estep 
Score: -21309274.000000 Penalty: 6005.681641
	Iteration 13Q: 3 clusters Score -2.130927e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124402 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -21309844.000000 Penalty: 6005.681641
	Iteration 14Q: 3 clusters Score -2.130984e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126660 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -21310234.000000 Penalty: 6005.681641
	Iteration 15Q: 3 clusters Score -2.131023e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129078 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -21310782.000000 Penalty: 6005.681641
	Iteration 16Q: 3 clusters Score -2.131078e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131710 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -21311498.000000 Penalty: 6005.681641
	Iteration 17Q: 3 clusters Score -2.13115e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134526 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -21312352.000000 Penalty: 6005.681641
	Iteration 18Q: 3 clusters Score -2.131235e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137483 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -21313210.000000 Penalty: 6005.681641
	Iteration 19Q: 3 clusters Score -2.131321e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140635 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -21314302.000000 Penalty: 6005.681641
	Iteration 20F: 3 clusters Score -2.13143e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143977 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -21315498.000000 Penalty: 6005.681641
	Iteration 21Q: 3 clusters Score -2.13155e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147471 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -21316862.000000 Penalty: 6005.681641
	Iteration 22Q: 3 clusters Score -2.131686e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -21318292.000000 Penalty: 6005.681641
	Iteration 23Q: 3 clusters Score -2.131829e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -21319796.000000 Penalty: 6005.681641
	Iteration 24Q: 3 clusters Score -2.13198e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -21321368.000000 Penalty: 6005.681641
	Iteration 25Q: 3 clusters Score -2.132137e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161964 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -21322792.000000 Penalty: 6005.681641
	Iteration 26Q: 3 clusters Score -2.132279e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165350 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -21324280.000000 Penalty: 6005.681641
	Iteration 27Q: 3 clusters Score -2.132428e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168425 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -21325704.000000 Penalty: 6005.681641
	Iteration 28Q: 3 clusters Score -2.13257e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171099 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -21326688.000000 Penalty: 6005.681641
	Iteration 29Q: 3 clusters Score -2.132669e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173421 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -21327814.000000 Penalty: 6005.681641
	Iteration 30Q: 3 clusters Score -2.132781e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175323 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -21328430.000000 Penalty: 6005.681641
	Iteration 31Q: 3 clusters Score -2.132843e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176812 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -21329136.000000 Penalty: 6005.681641
	Iteration 32Q: 3 clusters Score -2.132914e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177918 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21329672.000000 Penalty: 6005.681641
	Iteration 33Q: 3 clusters Score -2.132967e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178730 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -21330048.000000 Penalty: 6005.681641
	Iteration 34Q: 3 clusters Score -2.133005e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179310 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -21330318.000000 Penalty: 6005.681641
	Iteration 35Q: 3 clusters Score -2.133032e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179724 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -21330544.000000 Penalty: 6005.681641
	Iteration 36Q: 3 clusters Score -2.133054e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -21330760.000000 Penalty: 6005.681641
	Iteration 37Q: 3 clusters Score -2.133076e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180192 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21330870.000000 Penalty: 6005.681641
	Iteration 38Q: 3 clusters Score -2.133087e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180314 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21330920.000000 Penalty: 6005.681641
	Iteration 39Q: 3 clusters Score -2.133092e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180399 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21330984.000000 Penalty: 6005.681641
	Iteration 40F: 3 clusters Score -2.133098e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180454 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21331000.000000 Penalty: 6005.681641
	Iteration 41Q: 3 clusters Score -2.1331e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180496 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -21331062.000000 Penalty: 6005.681641
	Iteration 42Q: 3 clusters Score -2.133106e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -21331068.000000 Penalty: 6005.681641
	Iteration 43Q: 3 clusters Score -2.133107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180555 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -21331110.000000 Penalty: 6005.681641
	Iteration 44Q: 3 clusters Score -2.133111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180577 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21331116.000000 Penalty: 6005.681641
	Iteration 45Q: 3 clusters Score -2.133112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180592 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -21331136.000000 Penalty: 6005.681641
	Iteration 46Q: 3 clusters Score -2.133114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -21331138.000000 Penalty: 6005.681641
	Iteration 47Q: 3 clusters Score -2.133114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180601 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21331140.000000 Penalty: 6005.681641
	Iteration 48Q: 3 clusters Score -2.133114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180606 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21331138.000000 Penalty: 6005.681641
	Iteration 49Q: 3 clusters Score -2.133114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180613 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -21331134.000000 Penalty: 6005.681641
	Iteration 50Q: 3 clusters Score -2.133113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21331148.000000 Penalty: 6005.681641
	Iteration 51Q: 3 clusters Score -2.133115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21331146.000000 Penalty: 6005.681641
	Iteration 52Q: 3 clusters Score -2.133115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -21331154.000000 Penalty: 6005.681641
	Iteration 53Q: 3 clusters Score -2.133115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180624 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -21331158.000000 Penalty: 6005.681641
	Iteration 54Q: 3 clusters Score -2.133116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180625 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21331158.000000 Penalty: 6005.681641
	Iteration 55Q: 3 clusters Score -2.133116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21331146.000000 Penalty: 6005.681641
	Iteration 56Q: 3 clusters Score -2.133115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -21331146.000000 Penalty: 6005.681641
	Iteration 57F: 3 clusters Score -2.133115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Entering Unmasked Estep 
Score: -3867171.000000 Penalty: 2576.027832
	Iteration 0F: 2 clusters Score -3867171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3845057.750000 Penalty: 5152.055664
	Iteration 0F: 3 clusters Score -3845058 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3853019.250000 Penalty: 5152.055664
	Iteration 1F: 3 clusters Score -3853019 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3853637.500000 Penalty: 5152.055664
	Iteration 2F: 3 clusters Score -3853638 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3854236.500000 Penalty: 5152.055664
	Iteration 3Q: 3 clusters Score -3854236 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3854843.500000 Penalty: 5152.055664
	Iteration 4Q: 3 clusters Score -3854844 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3855526.000000 Penalty: 5152.055664
	Iteration 5Q: 3 clusters Score -3855526 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -3856331.250000 Penalty: 5152.055664
	Iteration 6Q: 3 clusters Score -3856331 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3857397.500000 Penalty: 5152.055664
	Iteration 7F: 3 clusters Score -3857398 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3858803.500000 Penalty: 5152.055664
	Iteration 8F: 3 clusters Score -3858804 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3860404.500000 Penalty: 5152.055664
	Iteration 9F: 3 clusters Score -3860404 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3861917.500000 Penalty: 5152.055664
	Iteration 10F: 3 clusters Score -3861918 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3863127.250000 Penalty: 5152.055664
	Iteration 11Q: 3 clusters Score -3863127 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3864008.500000 Penalty: 5152.055664
	Iteration 12Q: 3 clusters Score -3864008 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -3864853.250000 Penalty: 5152.055664
	Iteration 13Q: 3 clusters Score -3864853 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3865631.750000 Penalty: 5152.055664
	Iteration 14Q: 3 clusters Score -3865632 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3866200.250000 Penalty: 5152.055664
	Iteration 15Q: 3 clusters Score -3866200 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3866481.000000 Penalty: 5152.055664
	Iteration 16Q: 3 clusters Score -3866481 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3866596.000000 Penalty: 5152.055664
	Iteration 17Q: 3 clusters Score -3866596 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3866671.500000 Penalty: 5152.055664
	Iteration 18Q: 3 clusters Score -3866672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3866722.500000 Penalty: 5152.055664
	Iteration 19Q: 3 clusters Score -3866722 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3866735.750000 Penalty: 5152.055664
	Iteration 20F: 3 clusters Score -3866736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3866747.000000 Penalty: 5152.055664
	Iteration 21Q: 3 clusters Score -3866747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3866750.750000 Penalty: 5152.055664
	Iteration 22Q: 3 clusters Score -3866751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3866752.500000 Penalty: 5152.055664
	Iteration 23Q: 3 clusters Score -3866752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3866751.000000 Penalty: 5152.055664
	Iteration 24Q: 3 clusters Score -3866751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -3866760.500000 Penalty: 5152.055664
	Iteration 25Q: 3 clusters Score -3866760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3866768.000000 Penalty: 5152.055664
	Iteration 26Q: 3 clusters Score -3866768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3866766.500000 Penalty: 5152.055664
	Iteration 27Q: 3 clusters Score -3866766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3866774.000000 Penalty: 5152.055664
	Iteration 28Q: 3 clusters Score -3866774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3866774.250000 Penalty: 5152.055664
	Iteration 29Q: 3 clusters Score -3866774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3866774.500000 Penalty: 5152.055664
	Iteration 30Q: 3 clusters Score -3866774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3866776.000000 Penalty: 5152.055664
	Iteration 31Q: 3 clusters Score -3866776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3866780.000000 Penalty: 5152.055664
	Iteration 32Q: 3 clusters Score -3866780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3866783.500000 Penalty: 5152.055664
	Iteration 33Q: 3 clusters Score -3866784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3866780.500000 Penalty: 5152.055664
	Iteration 34Q: 3 clusters Score -3866780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3866780.750000 Penalty: 5152.055664
	Iteration 35Q: 3 clusters Score -3866781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3866777.250000 Penalty: 5152.055664
	Iteration 36Q: 3 clusters Score -3866777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3866778.250000 Penalty: 5152.055664
	Iteration 37Q: 3 clusters Score -3866778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3866779.250000 Penalty: 5152.055664
	Iteration 38Q: 3 clusters Score -3866779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3866779.750000 Penalty: 5152.055664
	Iteration 39Q: 3 clusters Score -3866780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3866779.750000 Penalty: 5152.055664
	Iteration 40F: 3 clusters Score -3866780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94149 members 
Entering Unmasked Estep 
Score: -11042539.000000 Penalty: 2840.253174
	Iteration 0F: 2 clusters Score -1.104254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -10979639.000000 Penalty: 5680.506348
	Iteration 0F: 3 clusters Score -1.097964e+07 nChanged 44520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -11005164.000000 Penalty: 5680.506348
	Iteration 1F: 3 clusters Score -1.100516e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -11006690.000000 Penalty: 5680.506348
	Iteration 2Q: 3 clusters Score -1.100669e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -11009061.000000 Penalty: 5680.506348
	Iteration 3F: 3 clusters Score -1.100906e+07 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -11012384.000000 Penalty: 5680.506348
	Iteration 4F: 3 clusters Score -1.101238e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -11017050.000000 Penalty: 5680.506348
	Iteration 5F: 3 clusters Score -1.101705e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -11021632.000000 Penalty: 5680.506348
	Iteration 6F: 3 clusters Score -1.102163e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -11025758.000000 Penalty: 5680.506348
	Iteration 7F: 3 clusters Score -1.102576e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -11029269.000000 Penalty: 5680.506348
	Iteration 8F: 3 clusters Score -1.102927e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 82434 members 
Entering Unmasked Estep 
Score: -11032421.000000 Penalty: 5680.506348
	Iteration 9Q: 3 clusters Score -1.103242e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -11035034.000000 Penalty: 5680.506348
	Iteration 10Q: 3 clusters Score -1.103503e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -11036983.000000 Penalty: 5680.506348
	Iteration 11Q: 3 clusters Score -1.103698e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -11038310.000000 Penalty: 5680.506348
	Iteration 12Q: 3 clusters Score -1.103831e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 91902 members 
Entering Unmasked Estep 
Score: -11039100.000000 Penalty: 5680.506348
	Iteration 13Q: 3 clusters Score -1.10391e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -11039557.000000 Penalty: 5680.506348
	Iteration 14Q: 3 clusters Score -1.103956e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -11039795.000000 Penalty: 5680.506348
	Iteration 15Q: 3 clusters Score -1.10398e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -11039913.000000 Penalty: 5680.506348
	Iteration 16Q: 3 clusters Score -1.103991e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -11040017.000000 Penalty: 5680.506348
	Iteration 17Q: 3 clusters Score -1.104002e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -11040042.000000 Penalty: 5680.506348
	Iteration 18Q: 3 clusters Score -1.104004e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -11040121.000000 Penalty: 5680.506348
	Iteration 19Q: 3 clusters Score -1.104012e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93471 members 
Entering Unmasked Estep 
Score: -11040153.000000 Penalty: 5680.506348
	Iteration 20F: 3 clusters Score -1.104015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 93502 members 
Entering Unmasked Estep 
Score: -11040178.000000 Penalty: 5680.506348
	Iteration 21Q: 3 clusters Score -1.104018e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -11040211.000000 Penalty: 5680.506348
	Iteration 22Q: 3 clusters Score -1.104021e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 93542 members 
Entering Unmasked Estep 
Score: -11040234.000000 Penalty: 5680.506348
	Iteration 23Q: 3 clusters Score -1.104023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -11040247.000000 Penalty: 5680.506348
	Iteration 24Q: 3 clusters Score -1.104025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -11040258.000000 Penalty: 5680.506348
	Iteration 25Q: 3 clusters Score -1.104026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 93568 members 
Entering Unmasked Estep 
Score: -11040260.000000 Penalty: 5680.506348
	Iteration 26Q: 3 clusters Score -1.104026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -11040254.000000 Penalty: 5680.506348
	Iteration 27Q: 3 clusters Score -1.104025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 93575 members 
Entering Unmasked Estep 
Score: -11040248.000000 Penalty: 5680.506348
	Iteration 28Q: 3 clusters Score -1.104025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 93581 members 
Entering Unmasked Estep 
Score: -11040255.000000 Penalty: 5680.506348
	Iteration 29Q: 3 clusters Score -1.104026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -11040266.000000 Penalty: 5680.506348
	Iteration 30Q: 3 clusters Score -1.104027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -11040269.000000 Penalty: 5680.506348
	Iteration 31Q: 3 clusters Score -1.104027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 93584 members 
Entering Unmasked Estep 
Score: -11040269.000000 Penalty: 5680.506348
	Iteration 32Q: 3 clusters Score -1.104027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -11040268.000000 Penalty: 5680.506348
	Iteration 33Q: 3 clusters Score -1.104027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -11040266.000000 Penalty: 5680.506348
	Iteration 34Q: 3 clusters Score -1.104027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -11040266.000000 Penalty: 5680.506348
	Iteration 35F: 3 clusters Score -1.104027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Entering Unmasked Estep 
Score: -565948.375000 Penalty: 2126.011719
	Iteration 0F: 2 clusters Score -565948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -561316.562500 Penalty: 4252.023438
	Iteration 0F: 3 clusters Score -561316.6 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -562650.250000 Penalty: 4252.023438
	Iteration 1F: 3 clusters Score -562650.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -563047.625000 Penalty: 4252.023438
	Iteration 2F: 3 clusters Score -563047.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -563411.875000 Penalty: 4252.023438
	Iteration 3F: 3 clusters Score -563411.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -563859.000000 Penalty: 4252.023438
	Iteration 4F: 3 clusters Score -563859 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -564354.250000 Penalty: 4252.023438
	Iteration 5F: 3 clusters Score -564354.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -564896.875000 Penalty: 4252.023438
	Iteration 6F: 3 clusters Score -564896.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -565311.000000 Penalty: 4252.023438
	Iteration 7F: 3 clusters Score -565311 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -565533.125000 Penalty: 4252.023438
	Iteration 8Q: 3 clusters Score -565533.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -565681.562500 Penalty: 4252.023438
	Iteration 9Q: 3 clusters Score -565681.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -565774.750000 Penalty: 4252.023438
	Iteration 10Q: 3 clusters Score -565774.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -565832.312500 Penalty: 4252.023438
	Iteration 11Q: 3 clusters Score -565832.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -565880.812500 Penalty: 4252.023438
	Iteration 12Q: 3 clusters Score -565880.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -565918.000000 Penalty: 4252.023438
	Iteration 13Q: 3 clusters Score -565918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -565933.312500 Penalty: 4252.023438
	Iteration 14Q: 3 clusters Score -565933.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -565950.000000 Penalty: 4252.023438
	Iteration 15Q: 3 clusters Score -565950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -565963.062500 Penalty: 4252.023438
	Iteration 16Q: 3 clusters Score -565963.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -565973.625000 Penalty: 4252.023438
	Iteration 17Q: 3 clusters Score -565973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -565978.937500 Penalty: 4252.023438
	Iteration 18Q: 3 clusters Score -565978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -565984.812500 Penalty: 4252.023438
	Iteration 19Q: 3 clusters Score -565984.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -565991.437500 Penalty: 4252.023438
	Iteration 20F: 3 clusters Score -565991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -565999.062500 Penalty: 4252.023438
	Iteration 21Q: 3 clusters Score -565999.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -566003.187500 Penalty: 4252.023438
	Iteration 22Q: 3 clusters Score -566003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -566005.437500 Penalty: 4252.023438
	Iteration 23Q: 3 clusters Score -566005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -566009.562500 Penalty: 4252.023438
	Iteration 24Q: 3 clusters Score -566009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -566010.625000 Penalty: 4252.023438
	Iteration 25Q: 3 clusters Score -566010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -566011.500000 Penalty: 4252.023438
	Iteration 26Q: 3 clusters Score -566011.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -566010.687500 Penalty: 4252.023438
	Iteration 27Q: 3 clusters Score -566010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -566009.687500 Penalty: 4252.023438
	Iteration 28Q: 3 clusters Score -566009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -566009.687500 Penalty: 4252.023438
	Iteration 29F: 3 clusters Score -566009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 32442 members 
Mstep: Class 3 contains 94149 members 
Mstep: Class 4 contains 1403 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241192 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 161505 members 
Mstep: Class 12 contains 23421 members 
Mstep: Class 13 contains 33411 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 59566 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175507 members 
Mstep: Class 27 contains 21717 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186581 members 
Mstep: Class 31 contains 172969 members 
Mstep: Class 32 contains 19335 members 
Mstep: Class 33 contains 41645 members 
Mstep: Class 34 contains 131472 members 
Mstep: Class 35 contains 162629 members 
Mstep: Class 36 contains 19858 members 
Mstep: Class 37 contains 3882 members 
Entering Unmasked Estep 
Score: -225954688.000000 Penalty: 133191.765625
Splitting cluster 4 changes total score from -225955296.000000 to -225954688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (51972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Entering Unmasked Estep 
Score: -5545767.000000 Penalty: 2692.898193
	Iteration 0F: 2 clusters Score -5545767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -5510885.500000 Penalty: 5385.796387
	Iteration 0F: 3 clusters Score -5510886 nChanged 23934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5524999.000000 Penalty: 5385.796387
	Iteration 1F: 3 clusters Score -5524999 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -5526335.500000 Penalty: 5385.796387
	Iteration 2F: 3 clusters Score -5526336 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -5527695.500000 Penalty: 5385.796387
	Iteration 3F: 3 clusters Score -5527696 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5529080.500000 Penalty: 5385.796387
	Iteration 4F: 3 clusters Score -5529080 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -5530355.500000 Penalty: 5385.796387
	Iteration 5F: 3 clusters Score -5530356 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -5531640.000000 Penalty: 5385.796387
	Iteration 6Q: 3 clusters Score -5531640 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5532841.000000 Penalty: 5385.796387
	Iteration 7Q: 3 clusters Score -5532841 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -5533935.500000 Penalty: 5385.796387
	Iteration 8Q: 3 clusters Score -5533936 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -5534767.000000 Penalty: 5385.796387
	Iteration 9Q: 3 clusters Score -5534767 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -5535440.500000 Penalty: 5385.796387
	Iteration 10Q: 3 clusters Score -5535440 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -5535998.500000 Penalty: 5385.796387
	Iteration 11Q: 3 clusters Score -5535998 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -5536564.000000 Penalty: 5385.796387
	Iteration 12Q: 3 clusters Score -5536564 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -5537153.500000 Penalty: 5385.796387
	Iteration 13Q: 3 clusters Score -5537154 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5537770.500000 Penalty: 5385.796387
	Iteration 14Q: 3 clusters Score -5537770 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -5538447.000000 Penalty: 5385.796387
	Iteration 15Q: 3 clusters Score -5538447 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5539188.000000 Penalty: 5385.796387
	Iteration 16Q: 3 clusters Score -5539188 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -5540013.000000 Penalty: 5385.796387
	Iteration 17Q: 3 clusters Score -5540013 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5540847.500000 Penalty: 5385.796387
	Iteration 18Q: 3 clusters Score -5540848 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -5541571.000000 Penalty: 5385.796387
	Iteration 19Q: 3 clusters Score -5541571 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5542261.000000 Penalty: 5385.796387
	Iteration 20F: 3 clusters Score -5542261 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -5542812.500000 Penalty: 5385.796387
	Iteration 21Q: 3 clusters Score -5542812 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -5543196.000000 Penalty: 5385.796387
	Iteration 22Q: 3 clusters Score -5543196 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -5543486.500000 Penalty: 5385.796387
	Iteration 23Q: 3 clusters Score -5543486 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -5543691.000000 Penalty: 5385.796387
	Iteration 24Q: 3 clusters Score -5543691 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -5543812.500000 Penalty: 5385.796387
	Iteration 25Q: 3 clusters Score -5543812 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -5543915.000000 Penalty: 5385.796387
	Iteration 26Q: 3 clusters Score -5543915 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -5543965.500000 Penalty: 5385.796387
	Iteration 27Q: 3 clusters Score -5543966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -5544007.500000 Penalty: 5385.796387
	Iteration 28Q: 3 clusters Score -5544008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -5544032.500000 Penalty: 5385.796387
	Iteration 29Q: 3 clusters Score -5544032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -5544072.500000 Penalty: 5385.796387
	Iteration 30Q: 3 clusters Score -5544072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -5544088.000000 Penalty: 5385.796387
	Iteration 31Q: 3 clusters Score -5544088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -5544099.000000 Penalty: 5385.796387
	Iteration 32Q: 3 clusters Score -5544099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -5544115.000000 Penalty: 5385.796387
	Iteration 33Q: 3 clusters Score -5544115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -5544120.500000 Penalty: 5385.796387
	Iteration 34Q: 3 clusters Score -5544120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -5544124.500000 Penalty: 5385.796387
	Iteration 35Q: 3 clusters Score -5544124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -5544130.000000 Penalty: 5385.796387
	Iteration 36Q: 3 clusters Score -5544130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -5544138.500000 Penalty: 5385.796387
	Iteration 37Q: 3 clusters Score -5544138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -5544149.500000 Penalty: 5385.796387
	Iteration 38Q: 3 clusters Score -5544150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -5544149.000000 Penalty: 5385.796387
	Iteration 39Q: 3 clusters Score -5544149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -5544148.000000 Penalty: 5385.796387
	Iteration 40F: 3 clusters Score -5544148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -5544155.500000 Penalty: 5385.796387
	Iteration 41Q: 3 clusters Score -5544156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -5544161.500000 Penalty: 5385.796387
	Iteration 42Q: 3 clusters Score -5544162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -5544157.000000 Penalty: 5385.796387
	Iteration 43Q: 3 clusters Score -5544157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -5544157.000000 Penalty: 5385.796387
	Iteration 44F: 3 clusters Score -5544157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Entering Unmasked Estep 
Score: -2668930.500000 Penalty: 2491.629883
	Iteration 0F: 2 clusters Score -2668930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2652777.750000 Penalty: 4983.259766
	Iteration 0F: 3 clusters Score -2652778 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2658277.000000 Penalty: 4983.259766
	Iteration 1F: 3 clusters Score -2658277 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2658885.250000 Penalty: 4983.259766
	Iteration 2F: 3 clusters Score -2658885 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2659573.500000 Penalty: 4983.259766
	Iteration 3F: 3 clusters Score -2659574 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2660336.000000 Penalty: 4983.259766
	Iteration 4F: 3 clusters Score -2660336 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2661140.250000 Penalty: 4983.259766
	Iteration 5F: 3 clusters Score -2661140 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2661995.750000 Penalty: 4983.259766
	Iteration 6F: 3 clusters Score -2661996 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2662780.000000 Penalty: 4983.259766
	Iteration 7F: 3 clusters Score -2662780 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2663468.750000 Penalty: 4983.259766
	Iteration 8Q: 3 clusters Score -2663469 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2664094.750000 Penalty: 4983.259766
	Iteration 9Q: 3 clusters Score -2664095 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2664724.500000 Penalty: 4983.259766
	Iteration 10Q: 3 clusters Score -2664724 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2665316.250000 Penalty: 4983.259766
	Iteration 11Q: 3 clusters Score -2665316 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2665836.750000 Penalty: 4983.259766
	Iteration 12Q: 3 clusters Score -2665837 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2666319.750000 Penalty: 4983.259766
	Iteration 13Q: 3 clusters Score -2666320 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2666719.750000 Penalty: 4983.259766
	Iteration 14Q: 3 clusters Score -2666720 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2667068.250000 Penalty: 4983.259766
	Iteration 15Q: 3 clusters Score -2667068 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2667281.750000 Penalty: 4983.259766
	Iteration 16Q: 3 clusters Score -2667282 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2667453.000000 Penalty: 4983.259766
	Iteration 17Q: 3 clusters Score -2667453 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2667564.250000 Penalty: 4983.259766
	Iteration 18Q: 3 clusters Score -2667564 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2667639.500000 Penalty: 4983.259766
	Iteration 19Q: 3 clusters Score -2667640 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2667683.250000 Penalty: 4983.259766
	Iteration 20F: 3 clusters Score -2667683 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2667719.250000 Penalty: 4983.259766
	Iteration 21Q: 3 clusters Score -2667719 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2667733.250000 Penalty: 4983.259766
	Iteration 22Q: 3 clusters Score -2667733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2667744.500000 Penalty: 4983.259766
	Iteration 23Q: 3 clusters Score -2667744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2667750.250000 Penalty: 4983.259766
	Iteration 24Q: 3 clusters Score -2667750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2667757.250000 Penalty: 4983.259766
	Iteration 25Q: 3 clusters Score -2667757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2667760.500000 Penalty: 4983.259766
	Iteration 26Q: 3 clusters Score -2667760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2667758.250000 Penalty: 4983.259766
	Iteration 27Q: 3 clusters Score -2667758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2667762.750000 Penalty: 4983.259766
	Iteration 28Q: 3 clusters Score -2667763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2667762.250000 Penalty: 4983.259766
	Iteration 29Q: 3 clusters Score -2667762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2667758.250000 Penalty: 4983.259766
	Iteration 30Q: 3 clusters Score -2667758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2667758.250000 Penalty: 4983.259766
	Iteration 31Q: 3 clusters Score -2667758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2667758.250000 Penalty: 4983.259766
	Iteration 32Q: 3 clusters Score -2667758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2667759.000000 Penalty: 4983.259766
	Iteration 33Q: 3 clusters Score -2667759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2667760.250000 Penalty: 4983.259766
	Iteration 34Q: 3 clusters Score -2667760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2667761.750000 Penalty: 4983.259766
	Iteration 35Q: 3 clusters Score -2667762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2667760.500000 Penalty: 4983.259766
	Iteration 36Q: 3 clusters Score -2667760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2667761.750000 Penalty: 4983.259766
	Iteration 37Q: 3 clusters Score -2667762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2667761.750000 Penalty: 4983.259766
	Iteration 38F: 3 clusters Score -2667762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Entering Unmasked Estep 
Score: -2215361.250000 Penalty: 2441.246826
	Iteration 0F: 2 clusters Score -2215361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2202026.750000 Penalty: 4882.493652
	Iteration 0F: 3 clusters Score -2202027 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2206399.250000 Penalty: 4882.493652
	Iteration 1F: 3 clusters Score -2206399 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2206803.750000 Penalty: 4882.493652
	Iteration 2F: 3 clusters Score -2206804 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2207146.000000 Penalty: 4882.493652
	Iteration 3Q: 3 clusters Score -2207146 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2207468.000000 Penalty: 4882.493652
	Iteration 4Q: 3 clusters Score -2207468 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2207834.250000 Penalty: 4882.493652
	Iteration 5Q: 3 clusters Score -2207834 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -2208318.250000 Penalty: 4882.493652
	Iteration 6Q: 3 clusters Score -2208318 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2208975.750000 Penalty: 4882.493652
	Iteration 7F: 3 clusters Score -2208976 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2209750.500000 Penalty: 4882.493652
	Iteration 8F: 3 clusters Score -2209750 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2210593.250000 Penalty: 4882.493652
	Iteration 9F: 3 clusters Score -2210593 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2211393.750000 Penalty: 4882.493652
	Iteration 10F: 3 clusters Score -2211394 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2212054.000000 Penalty: 4882.493652
	Iteration 11F: 3 clusters Score -2212054 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2212580.000000 Penalty: 4882.493652
	Iteration 12Q: 3 clusters Score -2212580 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2212956.500000 Penalty: 4882.493652
	Iteration 13Q: 3 clusters Score -2212956 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2213228.750000 Penalty: 4882.493652
	Iteration 14Q: 3 clusters Score -2213229 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2213456.750000 Penalty: 4882.493652
	Iteration 15Q: 3 clusters Score -2213457 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2213606.500000 Penalty: 4882.493652
	Iteration 16Q: 3 clusters Score -2213606 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2213708.750000 Penalty: 4882.493652
	Iteration 17Q: 3 clusters Score -2213709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2213785.000000 Penalty: 4882.493652
	Iteration 18Q: 3 clusters Score -2213785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2213834.500000 Penalty: 4882.493652
	Iteration 19Q: 3 clusters Score -2213834 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2213883.000000 Penalty: 4882.493652
	Iteration 20F: 3 clusters Score -2213883 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2213924.000000 Penalty: 4882.493652
	Iteration 21Q: 3 clusters Score -2213924 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2213945.750000 Penalty: 4882.493652
	Iteration 22Q: 3 clusters Score -2213946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -2213963.500000 Penalty: 4882.493652
	Iteration 23Q: 3 clusters Score -2213964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2213978.500000 Penalty: 4882.493652
	Iteration 24Q: 3 clusters Score -2213978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2213993.250000 Penalty: 4882.493652
	Iteration 25Q: 3 clusters Score -2213993 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2214003.250000 Penalty: 4882.493652
	Iteration 26Q: 3 clusters Score -2214003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2214017.500000 Penalty: 4882.493652
	Iteration 27Q: 3 clusters Score -2214018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2214029.250000 Penalty: 4882.493652
	Iteration 28Q: 3 clusters Score -2214029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2214034.000000 Penalty: 4882.493652
	Iteration 29Q: 3 clusters Score -2214034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2214043.000000 Penalty: 4882.493652
	Iteration 30Q: 3 clusters Score -2214043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2214050.000000 Penalty: 4882.493652
	Iteration 31Q: 3 clusters Score -2214050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2214055.250000 Penalty: 4882.493652
	Iteration 32Q: 3 clusters Score -2214055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2214062.000000 Penalty: 4882.493652
	Iteration 33Q: 3 clusters Score -2214062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2214071.250000 Penalty: 4882.493652
	Iteration 34Q: 3 clusters Score -2214071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2214079.500000 Penalty: 4882.493652
	Iteration 35Q: 3 clusters Score -2214080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2214075.500000 Penalty: 4882.493652
	Iteration 36Q: 3 clusters Score -2214076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2214086.250000 Penalty: 4882.493652
	Iteration 37Q: 3 clusters Score -2214086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2214090.750000 Penalty: 4882.493652
	Iteration 38Q: 3 clusters Score -2214091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2214090.750000 Penalty: 4882.493652
	Iteration 39Q: 3 clusters Score -2214091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2214098.500000 Penalty: 4882.493652
	Iteration 40F: 3 clusters Score -2214098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2214094.750000 Penalty: 4882.493652
	Iteration 41Q: 3 clusters Score -2214095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2214096.750000 Penalty: 4882.493652
	Iteration 42Q: 3 clusters Score -2214097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2214095.750000 Penalty: 4882.493652
	Iteration 43Q: 3 clusters Score -2214096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2214102.500000 Penalty: 4882.493652
	Iteration 44Q: 3 clusters Score -2214102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2214104.500000 Penalty: 4882.493652
	Iteration 45Q: 3 clusters Score -2214104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2214106.500000 Penalty: 4882.493652
	Iteration 46Q: 3 clusters Score -2214106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2214106.500000 Penalty: 4882.493652
	Iteration 47Q: 3 clusters Score -2214106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2214105.750000 Penalty: 4882.493652
	Iteration 48Q: 3 clusters Score -2214106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2214107.000000 Penalty: 4882.493652
	Iteration 49Q: 3 clusters Score -2214107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2214111.500000 Penalty: 4882.493652
	Iteration 50Q: 3 clusters Score -2214112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2214109.000000 Penalty: 4882.493652
	Iteration 51Q: 3 clusters Score -2214109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2214108.000000 Penalty: 4882.493652
	Iteration 52Q: 3 clusters Score -2214108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2214110.500000 Penalty: 4882.493652
	Iteration 53Q: 3 clusters Score -2214110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2214111.250000 Penalty: 4882.493652
	Iteration 54Q: 3 clusters Score -2214111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2214109.000000 Penalty: 4882.493652
	Iteration 55Q: 3 clusters Score -2214109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2214109.000000 Penalty: 4882.493652
	Iteration 56Q: 3 clusters Score -2214109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2214109.750000 Penalty: 4882.493652
	Iteration 57Q: 3 clusters Score -2214110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2214109.750000 Penalty: 4882.493652
	Iteration 58F: 3 clusters Score -2214110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -170751.656250 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -170751.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -168486.468750 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -168486.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -169771.468750 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -169771.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -170586.390625 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -170586.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -171110.125000 Penalty: 3693.216797
	Iteration 3F: 3 clusters Score -171110.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171339.328125 Penalty: 3693.216797
	Iteration 4F: 3 clusters Score -171339.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -171461.640625 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -171461.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -171526.906250 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -171526.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -171563.031250 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -171563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -171592.218750 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -171592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -171615.093750 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -171615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171654.421875 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -171654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -171721.156250 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -171721.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -171748.031250 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -171748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -171760.906250 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -171760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -171777.296875 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -171777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -171793.281250 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -171793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -171815.062500 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -171815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -171832.656250 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -171832.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -171839.296875 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -171839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -171844.203125 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -171844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -171847.703125 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -171847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -171849.437500 Penalty: 3693.216797
	Iteration 21Q: 3 clusters Score -171849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -171854.734375 Penalty: 3693.216797
	Iteration 22Q: 3 clusters Score -171854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -171863.515625 Penalty: 3693.216797
	Iteration 23Q: 3 clusters Score -171863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171864.468750 Penalty: 3693.216797
	Iteration 24Q: 3 clusters Score -171864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -171864.468750 Penalty: 3693.216797
	Iteration 25F: 3 clusters Score -171864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 32442 members 
Mstep: Class 3 contains 94149 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 241192 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 161505 members 
Mstep: Class 12 contains 23421 members 
Mstep: Class 13 contains 33411 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 59566 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175507 members 
Mstep: Class 27 contains 21717 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186581 members 
Mstep: Class 31 contains 172969 members 
Mstep: Class 32 contains 19335 members 
Mstep: Class 33 contains 41645 members 
Mstep: Class 34 contains 131472 members 
Mstep: Class 35 contains 162629 members 
Mstep: Class 36 contains 19858 members 
Mstep: Class 37 contains 1117 members 
Entering Unmasked Estep 
Score: -225954960.000000 Penalty: 133191.765625
Splitting cluster 8 changes total score from -225955296.000000 to -225954960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (241192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241192 members 
Entering Unmasked Estep 
Score: -28238044.000000 Penalty: 3073.550537
	Iteration 0F: 2 clusters Score -2.823804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120564 members 
Mstep: Class 2 contains 120628 members 
Entering Unmasked Estep 
Score: -28092036.000000 Penalty: 6147.101074
	Iteration 0F: 3 clusters Score -2.809204e+07 nChanged 116217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119373 members 
Mstep: Class 2 contains 121819 members 
Entering Unmasked Estep 
Score: -28159796.000000 Penalty: 6147.101074
	Iteration 1F: 3 clusters Score -2.81598e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118537 members 
Mstep: Class 2 contains 122655 members 
Entering Unmasked Estep 
Score: -28160868.000000 Penalty: 6147.101074
	Iteration 2Q: 3 clusters Score -2.816087e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117183 members 
Mstep: Class 2 contains 124009 members 
Entering Unmasked Estep 
Score: -28162088.000000 Penalty: 6147.101074
	Iteration 3Q: 3 clusters Score -2.816209e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Mstep: Class 2 contains 126118 members 
Entering Unmasked Estep 
Score: -28163492.000000 Penalty: 6147.101074
	Iteration 4Q: 3 clusters Score -2.816349e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111773 members 
Mstep: Class 2 contains 129419 members 
Entering Unmasked Estep 
Score: -28165376.000000 Penalty: 6147.101074
	Iteration 5Q: 3 clusters Score -2.816538e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106460 members 
Mstep: Class 2 contains 134732 members 
Entering Unmasked Estep 
Score: -28168280.000000 Penalty: 6147.101074
	Iteration 6Q: 3 clusters Score -2.816828e+07 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98842 members 
Mstep: Class 2 contains 142350 members 
Entering Unmasked Estep 
Score: -28173108.000000 Penalty: 6147.101074
	Iteration 7Q: 3 clusters Score -2.817311e+07 nChanged 13219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 152419 members 
Entering Unmasked Estep 
Score: -28179808.000000 Penalty: 6147.101074
	Iteration 8F: 3 clusters Score -2.817981e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76255 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -28188568.000000 Penalty: 6147.101074
	Iteration 9F: 3 clusters Score -2.818857e+07 nChanged 16026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 179561 members 
Entering Unmasked Estep 
Score: -28197694.000000 Penalty: 6147.101074
	Iteration 10F: 3 clusters Score -2.819769e+07 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 194771 members 
Entering Unmasked Estep 
Score: -28206788.000000 Penalty: 6147.101074
	Iteration 11F: 3 clusters Score -2.820679e+07 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 208570 members 
Entering Unmasked Estep 
Score: -28215418.000000 Penalty: 6147.101074
	Iteration 12F: 3 clusters Score -2.821542e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 219386 members 
Entering Unmasked Estep 
Score: -28222178.000000 Penalty: 6147.101074
	Iteration 13Q: 3 clusters Score -2.822218e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 226912 members 
Entering Unmasked Estep 
Score: -28226816.000000 Penalty: 6147.101074
	Iteration 14Q: 3 clusters Score -2.822682e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 231922 members 
Entering Unmasked Estep 
Score: -28230168.000000 Penalty: 6147.101074
	Iteration 15Q: 3 clusters Score -2.823017e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 235158 members 
Entering Unmasked Estep 
Score: -28232426.000000 Penalty: 6147.101074
	Iteration 16Q: 3 clusters Score -2.823243e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 237182 members 
Entering Unmasked Estep 
Score: -28233538.000000 Penalty: 6147.101074
	Iteration 17Q: 3 clusters Score -2.823354e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 238371 members 
Entering Unmasked Estep 
Score: -28234280.000000 Penalty: 6147.101074
	Iteration 18Q: 3 clusters Score -2.823428e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 239085 members 
Entering Unmasked Estep 
Score: -28234710.000000 Penalty: 6147.101074
	Iteration 19Q: 3 clusters Score -2.823471e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 239532 members 
Entering Unmasked Estep 
Score: -28235032.000000 Penalty: 6147.101074
	Iteration 20F: 3 clusters Score -2.823503e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 239795 members 
Entering Unmasked Estep 
Score: -28235142.000000 Penalty: 6147.101074
	Iteration 21Q: 3 clusters Score -2.823514e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 239961 members 
Entering Unmasked Estep 
Score: -28235286.000000 Penalty: 6147.101074
	Iteration 22Q: 3 clusters Score -2.823529e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 240081 members 
Entering Unmasked Estep 
Score: -28235364.000000 Penalty: 6147.101074
	Iteration 23Q: 3 clusters Score -2.823536e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 240134 members 
Entering Unmasked Estep 
Score: -28235454.000000 Penalty: 6147.101074
	Iteration 24Q: 3 clusters Score -2.823545e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 240182 members 
Entering Unmasked Estep 
Score: -28235482.000000 Penalty: 6147.101074
	Iteration 25Q: 3 clusters Score -2.823548e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 240197 members 
Entering Unmasked Estep 
Score: -28235502.000000 Penalty: 6147.101074
	Iteration 26Q: 3 clusters Score -2.82355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 240207 members 
Entering Unmasked Estep 
Score: -28235500.000000 Penalty: 6147.101074
	Iteration 27Q: 3 clusters Score -2.82355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 240217 members 
Entering Unmasked Estep 
Score: -28235544.000000 Penalty: 6147.101074
	Iteration 28Q: 3 clusters Score -2.823554e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 240218 members 
Entering Unmasked Estep 
Score: -28235596.000000 Penalty: 6147.101074
	Iteration 29Q: 3 clusters Score -2.82356e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 240222 members 
Entering Unmasked Estep 
Score: -28235614.000000 Penalty: 6147.101074
	Iteration 30Q: 3 clusters Score -2.823561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 240232 members 
Entering Unmasked Estep 
Score: -28235654.000000 Penalty: 6147.101074
	Iteration 31Q: 3 clusters Score -2.823565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 240235 members 
Entering Unmasked Estep 
Score: -28235670.000000 Penalty: 6147.101074
	Iteration 32Q: 3 clusters Score -2.823567e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 240232 members 
Entering Unmasked Estep 
Score: -28235676.000000 Penalty: 6147.101074
	Iteration 33Q: 3 clusters Score -2.823568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 240238 members 
Entering Unmasked Estep 
Score: -28235704.000000 Penalty: 6147.101074
	Iteration 34Q: 3 clusters Score -2.82357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 240241 members 
Entering Unmasked Estep 
Score: -28235726.000000 Penalty: 6147.101074
	Iteration 35Q: 3 clusters Score -2.823573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 240249 members 
Entering Unmasked Estep 
Score: -28235712.000000 Penalty: 6147.101074
	Iteration 36Q: 3 clusters Score -2.823571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 240259 members 
Entering Unmasked Estep 
Score: -28235702.000000 Penalty: 6147.101074
	Iteration 37Q: 3 clusters Score -2.82357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 240264 members 
Entering Unmasked Estep 
Score: -28235718.000000 Penalty: 6147.101074
	Iteration 38Q: 3 clusters Score -2.823572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 240266 members 
Entering Unmasked Estep 
Score: -28235718.000000 Penalty: 6147.101074
	Iteration 39Q: 3 clusters Score -2.823572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 240271 members 
Entering Unmasked Estep 
Score: -28235716.000000 Penalty: 6147.101074
	Iteration 40F: 3 clusters Score -2.823572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 240277 members 
Entering Unmasked Estep 
Score: -28235706.000000 Penalty: 6147.101074
	Iteration 41Q: 3 clusters Score -2.823571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 240278 members 
Entering Unmasked Estep 
Score: -28235730.000000 Penalty: 6147.101074
	Iteration 42Q: 3 clusters Score -2.823573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 240280 members 
Entering Unmasked Estep 
Score: -28235728.000000 Penalty: 6147.101074
	Iteration 43Q: 3 clusters Score -2.823573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 240282 members 
Entering Unmasked Estep 
Score: -28235738.000000 Penalty: 6147.101074
	Iteration 44Q: 3 clusters Score -2.823574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 240284 members 
Entering Unmasked Estep 
Score: -28235746.000000 Penalty: 6147.101074
	Iteration 45Q: 3 clusters Score -2.823575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 240287 members 
Entering Unmasked Estep 
Score: -28235752.000000 Penalty: 6147.101074
	Iteration 46Q: 3 clusters Score -2.823575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 240290 members 
Entering Unmasked Estep 
Score: -28235754.000000 Penalty: 6147.101074
	Iteration 47Q: 3 clusters Score -2.823575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 240293 members 
Entering Unmasked Estep 
Score: -28235754.000000 Penalty: 6147.101074
	Iteration 48Q: 3 clusters Score -2.823575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 240292 members 
Entering Unmasked Estep 
Score: -28235766.000000 Penalty: 6147.101074
	Iteration 49Q: 3 clusters Score -2.823577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 240290 members 
Entering Unmasked Estep 
Score: -28235758.000000 Penalty: 6147.101074
	Iteration 50Q: 3 clusters Score -2.823576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 240286 members 
Entering Unmasked Estep 
Score: -28235770.000000 Penalty: 6147.101074
	Iteration 51Q: 3 clusters Score -2.823577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 240286 members 
Entering Unmasked Estep 
Score: -28235770.000000 Penalty: 6147.101074
	Iteration 52F: 3 clusters Score -2.823577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Entering Unmasked Estep 
Score: -425320.781250 Penalty: 2039.259888
	Iteration 0F: 2 clusters Score -425320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -421574.781250 Penalty: 4078.519775
	Iteration 0F: 3 clusters Score -421574.8 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -422480.937500 Penalty: 4078.519775
	Iteration 1F: 3 clusters Score -422480.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -422767.781250 Penalty: 4078.519775
	Iteration 2F: 3 clusters Score -422767.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -422959.656250 Penalty: 4078.519775
	Iteration 3F: 3 clusters Score -422959.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -423086.562500 Penalty: 4078.519775
	Iteration 4Q: 3 clusters Score -423086.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -423181.281250 Penalty: 4078.519775
	Iteration 5Q: 3 clusters Score -423181.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -423262.281250 Penalty: 4078.519775
	Iteration 6Q: 3 clusters Score -423262.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -423337.343750 Penalty: 4078.519775
	Iteration 7Q: 3 clusters Score -423337.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -423397.625000 Penalty: 4078.519775
	Iteration 8Q: 3 clusters Score -423397.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -423446.031250 Penalty: 4078.519775
	Iteration 9Q: 3 clusters Score -423446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -423473.468750 Penalty: 4078.519775
	Iteration 10Q: 3 clusters Score -423473.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -423500.531250 Penalty: 4078.519775
	Iteration 11Q: 3 clusters Score -423500.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -423518.312500 Penalty: 4078.519775
	Iteration 12Q: 3 clusters Score -423518.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -423530.125000 Penalty: 4078.519775
	Iteration 13Q: 3 clusters Score -423530.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -423539.500000 Penalty: 4078.519775
	Iteration 14Q: 3 clusters Score -423539.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -423546.500000 Penalty: 4078.519775
	Iteration 15Q: 3 clusters Score -423546.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -423552.250000 Penalty: 4078.519775
	Iteration 16Q: 3 clusters Score -423552.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -423557.968750 Penalty: 4078.519775
	Iteration 17Q: 3 clusters Score -423558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -423562.906250 Penalty: 4078.519775
	Iteration 18Q: 3 clusters Score -423562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -423566.875000 Penalty: 4078.519775
	Iteration 19Q: 3 clusters Score -423566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -423569.593750 Penalty: 4078.519775
	Iteration 20F: 3 clusters Score -423569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -423570.750000 Penalty: 4078.519775
	Iteration 21Q: 3 clusters Score -423570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -423571.625000 Penalty: 4078.519775
	Iteration 22Q: 3 clusters Score -423571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -423572.281250 Penalty: 4078.519775
	Iteration 23Q: 3 clusters Score -423572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -423573.468750 Penalty: 4078.519775
	Iteration 24Q: 3 clusters Score -423573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -423573.187500 Penalty: 4078.519775
	Iteration 25Q: 3 clusters Score -423573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -423573.625000 Penalty: 4078.519775
	Iteration 26Q: 3 clusters Score -423573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -423574.312500 Penalty: 4078.519775
	Iteration 27Q: 3 clusters Score -423574.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -423574.312500 Penalty: 4078.519775
	Iteration 28F: 3 clusters Score -423574.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (161505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Entering Unmasked Estep 
Score: -18490930.000000 Penalty: 2974.088379
	Iteration 0F: 2 clusters Score -1.849093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80915 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -18382972.000000 Penalty: 5948.176758
	Iteration 0F: 3 clusters Score -1.838297e+07 nChanged 77413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -18428564.000000 Penalty: 5948.176758
	Iteration 1F: 3 clusters Score -1.842856e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 73265 members 
Entering Unmasked Estep 
Score: -18429864.000000 Penalty: 5948.176758
	Iteration 2Q: 3 clusters Score -1.842986e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -18431774.000000 Penalty: 5948.176758
	Iteration 3Q: 3 clusters Score -1.843177e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98905 members 
Mstep: Class 2 contains 62600 members 
Entering Unmasked Estep 
Score: -18434866.000000 Penalty: 5948.176758
	Iteration 4Q: 3 clusters Score -1.843487e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -18440238.000000 Penalty: 5948.176758
	Iteration 5F: 3 clusters Score -1.844024e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -18448972.000000 Penalty: 5948.176758
	Iteration 6F: 3 clusters Score -1.844897e+07 nChanged 13720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133316 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -18460910.000000 Penalty: 5948.176758
	Iteration 7F: 3 clusters Score -1.846091e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146230 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -18474006.000000 Penalty: 5948.176758
	Iteration 8F: 3 clusters Score -1.847401e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155070 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -18482724.000000 Penalty: 5948.176758
	Iteration 9F: 3 clusters Score -1.848272e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159171 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -18486620.000000 Penalty: 5948.176758
	Iteration 10Q: 3 clusters Score -1.848662e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160520 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -18487592.000000 Penalty: 5948.176758
	Iteration 11Q: 3 clusters Score -1.848759e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -18487976.000000 Penalty: 5948.176758
	Iteration 12Q: 3 clusters Score -1.848798e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -18488118.000000 Penalty: 5948.176758
	Iteration 13Q: 3 clusters Score -1.848812e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18488204.000000 Penalty: 5948.176758
	Iteration 14Q: 3 clusters Score -1.84882e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161181 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -18488242.000000 Penalty: 5948.176758
	Iteration 15Q: 3 clusters Score -1.848824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161197 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -18488278.000000 Penalty: 5948.176758
	Iteration 16Q: 3 clusters Score -1.848828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -18488304.000000 Penalty: 5948.176758
	Iteration 17Q: 3 clusters Score -1.84883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161218 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -18488340.000000 Penalty: 5948.176758
	Iteration 18Q: 3 clusters Score -1.848834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161222 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -18488326.000000 Penalty: 5948.176758
	Iteration 19Q: 3 clusters Score -1.848833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -18488326.000000 Penalty: 5948.176758
	Iteration 20F: 3 clusters Score -1.848833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18488342.000000 Penalty: 5948.176758
	Iteration 21Q: 3 clusters Score -1.848834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161227 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -18488340.000000 Penalty: 5948.176758
	Iteration 22Q: 3 clusters Score -1.848834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18488358.000000 Penalty: 5948.176758
	Iteration 23Q: 3 clusters Score -1.848836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -18488358.000000 Penalty: 5948.176758
	Iteration 24Q: 3 clusters Score -1.848836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18488374.000000 Penalty: 5948.176758
	Iteration 25Q: 3 clusters Score -1.848837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -18488374.000000 Penalty: 5948.176758
	Iteration 26F: 3 clusters Score -1.848837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Entering Unmasked Estep 
Score: -2690633.000000 Penalty: 2495.224121
	Iteration 0F: 2 clusters Score -2690633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2674342.750000 Penalty: 4990.448242
	Iteration 0F: 3 clusters Score -2674343 nChanged 10357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2679769.250000 Penalty: 4990.448242
	Iteration 1F: 3 clusters Score -2679769 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2680196.750000 Penalty: 4990.448242
	Iteration 2F: 3 clusters Score -2680197 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2680636.000000 Penalty: 4990.448242
	Iteration 3Q: 3 clusters Score -2680636 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2681152.750000 Penalty: 4990.448242
	Iteration 4F: 3 clusters Score -2681153 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2681840.250000 Penalty: 4990.448242
	Iteration 5F: 3 clusters Score -2681840 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2682643.500000 Penalty: 4990.448242
	Iteration 6F: 3 clusters Score -2682644 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2683576.750000 Penalty: 4990.448242
	Iteration 7F: 3 clusters Score -2683577 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2684500.750000 Penalty: 4990.448242
	Iteration 8F: 3 clusters Score -2684501 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2685461.250000 Penalty: 4990.448242
	Iteration 9F: 3 clusters Score -2685461 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2686334.750000 Penalty: 4990.448242
	Iteration 10Q: 3 clusters Score -2686335 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2687006.000000 Penalty: 4990.448242
	Iteration 11Q: 3 clusters Score -2687006 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2687556.250000 Penalty: 4990.448242
	Iteration 12Q: 3 clusters Score -2687556 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2687929.500000 Penalty: 4990.448242
	Iteration 13Q: 3 clusters Score -2687930 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2688167.750000 Penalty: 4990.448242
	Iteration 14Q: 3 clusters Score -2688168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2688320.500000 Penalty: 4990.448242
	Iteration 15Q: 3 clusters Score -2688320 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2688389.250000 Penalty: 4990.448242
	Iteration 16Q: 3 clusters Score -2688389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2688437.000000 Penalty: 4990.448242
	Iteration 17Q: 3 clusters Score -2688437 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2688474.750000 Penalty: 4990.448242
	Iteration 18Q: 3 clusters Score -2688475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2688498.750000 Penalty: 4990.448242
	Iteration 19Q: 3 clusters Score -2688499 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2688525.500000 Penalty: 4990.448242
	Iteration 20F: 3 clusters Score -2688526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2688541.500000 Penalty: 4990.448242
	Iteration 21Q: 3 clusters Score -2688542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2688553.000000 Penalty: 4990.448242
	Iteration 22Q: 3 clusters Score -2688553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2688568.500000 Penalty: 4990.448242
	Iteration 23Q: 3 clusters Score -2688568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2688575.000000 Penalty: 4990.448242
	Iteration 24Q: 3 clusters Score -2688575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2688581.500000 Penalty: 4990.448242
	Iteration 25Q: 3 clusters Score -2688582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2688590.500000 Penalty: 4990.448242
	Iteration 26Q: 3 clusters Score -2688590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2688593.000000 Penalty: 4990.448242
	Iteration 27Q: 3 clusters Score -2688593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2688596.250000 Penalty: 4990.448242
	Iteration 28Q: 3 clusters Score -2688596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2688593.000000 Penalty: 4990.448242
	Iteration 29Q: 3 clusters Score -2688593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2688594.500000 Penalty: 4990.448242
	Iteration 30Q: 3 clusters Score -2688594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2688594.000000 Penalty: 4990.448242
	Iteration 31Q: 3 clusters Score -2688594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2688596.750000 Penalty: 4990.448242
	Iteration 32Q: 3 clusters Score -2688597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2688596.750000 Penalty: 4990.448242
	Iteration 33F: 3 clusters Score -2688597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Entering Unmasked Estep 
Score: -3907686.000000 Penalty: 2583.326904
	Iteration 0F: 2 clusters Score -3907686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3884906.750000 Penalty: 5166.653809
	Iteration 0F: 3 clusters Score -3884907 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3893106.000000 Penalty: 5166.653809
	Iteration 1F: 3 clusters Score -3893106 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -3893750.750000 Penalty: 5166.653809
	Iteration 2Q: 3 clusters Score -3893751 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3894691.500000 Penalty: 5166.653809
	Iteration 3F: 3 clusters Score -3894692 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3896099.000000 Penalty: 5166.653809
	Iteration 4F: 3 clusters Score -3896099 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3897915.250000 Penalty: 5166.653809
	Iteration 5F: 3 clusters Score -3897915 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3899826.500000 Penalty: 5166.653809
	Iteration 6F: 3 clusters Score -3899826 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3901511.750000 Penalty: 5166.653809
	Iteration 7F: 3 clusters Score -3901512 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3902757.250000 Penalty: 5166.653809
	Iteration 8F: 3 clusters Score -3902757 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3903630.250000 Penalty: 5166.653809
	Iteration 9Q: 3 clusters Score -3903630 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3904223.750000 Penalty: 5166.653809
	Iteration 10Q: 3 clusters Score -3904224 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3904628.250000 Penalty: 5166.653809
	Iteration 11Q: 3 clusters Score -3904628 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -3904920.250000 Penalty: 5166.653809
	Iteration 12Q: 3 clusters Score -3904920 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3905115.750000 Penalty: 5166.653809
	Iteration 13Q: 3 clusters Score -3905116 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3905254.000000 Penalty: 5166.653809
	Iteration 14Q: 3 clusters Score -3905254 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -3905345.000000 Penalty: 5166.653809
	Iteration 15Q: 3 clusters Score -3905345 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -3905385.500000 Penalty: 5166.653809
	Iteration 16Q: 3 clusters Score -3905386 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3905454.750000 Penalty: 5166.653809
	Iteration 17Q: 3 clusters Score -3905455 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -3905497.500000 Penalty: 5166.653809
	Iteration 18Q: 3 clusters Score -3905498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3905527.750000 Penalty: 5166.653809
	Iteration 19Q: 3 clusters Score -3905528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -3905567.000000 Penalty: 5166.653809
	Iteration 20F: 3 clusters Score -3905567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -3905589.250000 Penalty: 5166.653809
	Iteration 21Q: 3 clusters Score -3905589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -3905599.750000 Penalty: 5166.653809
	Iteration 22Q: 3 clusters Score -3905600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3905607.750000 Penalty: 5166.653809
	Iteration 23Q: 3 clusters Score -3905608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3905626.750000 Penalty: 5166.653809
	Iteration 24Q: 3 clusters Score -3905627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -3905632.750000 Penalty: 5166.653809
	Iteration 25Q: 3 clusters Score -3905633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3905634.750000 Penalty: 5166.653809
	Iteration 26Q: 3 clusters Score -3905635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3905638.750000 Penalty: 5166.653809
	Iteration 27Q: 3 clusters Score -3905639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -3905646.500000 Penalty: 5166.653809
	Iteration 28Q: 3 clusters Score -3905646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3905662.750000 Penalty: 5166.653809
	Iteration 29Q: 3 clusters Score -3905663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3905665.000000 Penalty: 5166.653809
	Iteration 30Q: 3 clusters Score -3905665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -3905669.500000 Penalty: 5166.653809
	Iteration 31Q: 3 clusters Score -3905670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -3905676.000000 Penalty: 5166.653809
	Iteration 32Q: 3 clusters Score -3905676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -3905685.250000 Penalty: 5166.653809
	Iteration 33Q: 3 clusters Score -3905685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -3905681.750000 Penalty: 5166.653809
	Iteration 34Q: 3 clusters Score -3905682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -3905682.750000 Penalty: 5166.653809
	Iteration 35Q: 3 clusters Score -3905683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -3905683.500000 Penalty: 5166.653809
	Iteration 36Q: 3 clusters Score -3905684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3905692.500000 Penalty: 5166.653809
	Iteration 37Q: 3 clusters Score -3905692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3905693.250000 Penalty: 5166.653809
	Iteration 38Q: 3 clusters Score -3905693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -3905692.250000 Penalty: 5166.653809
	Iteration 39Q: 3 clusters Score -3905692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3905696.000000 Penalty: 5166.653809
	Iteration 40F: 3 clusters Score -3905696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3905698.250000 Penalty: 5166.653809
	Iteration 41Q: 3 clusters Score -3905698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -3905701.250000 Penalty: 5166.653809
	Iteration 42Q: 3 clusters Score -3905701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -3905697.500000 Penalty: 5166.653809
	Iteration 43Q: 3 clusters Score -3905698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3905701.000000 Penalty: 5166.653809
	Iteration 44Q: 3 clusters Score -3905701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3905701.000000 Penalty: 5166.653809
	Iteration 45F: 3 clusters Score -3905701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Entering Unmasked Estep 
Score: -4683197.500000 Penalty: 2630.586426
	Iteration 0F: 2 clusters Score -4683198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4655785.500000 Penalty: 5261.172852
	Iteration 0F: 3 clusters Score -4655786 nChanged 18549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4666303.000000 Penalty: 5261.172852
	Iteration 1F: 3 clusters Score -4666303 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4667375.500000 Penalty: 5261.172852
	Iteration 2F: 3 clusters Score -4667376 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4668721.500000 Penalty: 5261.172852
	Iteration 3F: 3 clusters Score -4668722 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4670355.000000 Penalty: 5261.172852
	Iteration 4F: 3 clusters Score -4670355 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4671956.500000 Penalty: 5261.172852
	Iteration 5F: 3 clusters Score -4671956 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4673361.000000 Penalty: 5261.172852
	Iteration 6F: 3 clusters Score -4673361 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4674437.000000 Penalty: 5261.172852
	Iteration 7F: 3 clusters Score -4674437 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4675388.500000 Penalty: 5261.172852
	Iteration 8Q: 3 clusters Score -4675388 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -4676105.500000 Penalty: 5261.172852
	Iteration 9Q: 3 clusters Score -4676106 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -4676881.500000 Penalty: 5261.172852
	Iteration 10Q: 3 clusters Score -4676882 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -4677610.500000 Penalty: 5261.172852
	Iteration 11Q: 3 clusters Score -4677610 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4678319.000000 Penalty: 5261.172852
	Iteration 12Q: 3 clusters Score -4678319 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4679036.000000 Penalty: 5261.172852
	Iteration 13Q: 3 clusters Score -4679036 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4679531.000000 Penalty: 5261.172852
	Iteration 14Q: 3 clusters Score -4679531 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4679963.000000 Penalty: 5261.172852
	Iteration 15Q: 3 clusters Score -4679963 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4680318.500000 Penalty: 5261.172852
	Iteration 16Q: 3 clusters Score -4680318 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4680584.000000 Penalty: 5261.172852
	Iteration 17Q: 3 clusters Score -4680584 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4680739.500000 Penalty: 5261.172852
	Iteration 18Q: 3 clusters Score -4680740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4680844.000000 Penalty: 5261.172852
	Iteration 19Q: 3 clusters Score -4680844 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4680935.500000 Penalty: 5261.172852
	Iteration 20F: 3 clusters Score -4680936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4680998.500000 Penalty: 5261.172852
	Iteration 21Q: 3 clusters Score -4680998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4681029.500000 Penalty: 5261.172852
	Iteration 22Q: 3 clusters Score -4681030 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4681058.500000 Penalty: 5261.172852
	Iteration 23Q: 3 clusters Score -4681058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4681094.000000 Penalty: 5261.172852
	Iteration 24Q: 3 clusters Score -4681094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4681116.500000 Penalty: 5261.172852
	Iteration 25Q: 3 clusters Score -4681116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4681127.500000 Penalty: 5261.172852
	Iteration 26Q: 3 clusters Score -4681128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4681131.000000 Penalty: 5261.172852
	Iteration 27Q: 3 clusters Score -4681131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4681140.500000 Penalty: 5261.172852
	Iteration 28Q: 3 clusters Score -4681140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4681158.000000 Penalty: 5261.172852
	Iteration 29Q: 3 clusters Score -4681158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4681169.000000 Penalty: 5261.172852
	Iteration 30Q: 3 clusters Score -4681169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4681174.500000 Penalty: 5261.172852
	Iteration 31Q: 3 clusters Score -4681174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4681173.500000 Penalty: 5261.172852
	Iteration 32Q: 3 clusters Score -4681174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4681170.000000 Penalty: 5261.172852
	Iteration 33Q: 3 clusters Score -4681170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4681174.500000 Penalty: 5261.172852
	Iteration 34Q: 3 clusters Score -4681174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4681175.000000 Penalty: 5261.172852
	Iteration 35Q: 3 clusters Score -4681175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4681176.000000 Penalty: 5261.172852
	Iteration 36Q: 3 clusters Score -4681176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4681175.500000 Penalty: 5261.172852
	Iteration 37Q: 3 clusters Score -4681176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4681177.000000 Penalty: 5261.172852
	Iteration 38Q: 3 clusters Score -4681177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4681175.500000 Penalty: 5261.172852
	Iteration 39Q: 3 clusters Score -4681176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4681175.500000 Penalty: 5261.172852
	Iteration 40F: 3 clusters Score -4681176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Entering Unmasked Estep 
Score: -2002655.125000 Penalty: 2413.782959
	Iteration 0F: 2 clusters Score -2002655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1990505.875000 Penalty: 4827.565918
	Iteration 0F: 3 clusters Score -1990506 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1994401.875000 Penalty: 4827.565918
	Iteration 1F: 3 clusters Score -1994402 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1994903.250000 Penalty: 4827.565918
	Iteration 2F: 3 clusters Score -1994903 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1995469.250000 Penalty: 4827.565918
	Iteration 3F: 3 clusters Score -1995469 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1996185.750000 Penalty: 4827.565918
	Iteration 4F: 3 clusters Score -1996186 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1996997.750000 Penalty: 4827.565918
	Iteration 5F: 3 clusters Score -1996998 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1997790.125000 Penalty: 4827.565918
	Iteration 6F: 3 clusters Score -1997790 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1998495.375000 Penalty: 4827.565918
	Iteration 7F: 3 clusters Score -1998495 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1999093.125000 Penalty: 4827.565918
	Iteration 8F: 3 clusters Score -1999093 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1999558.500000 Penalty: 4827.565918
	Iteration 9Q: 3 clusters Score -1999558 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1999917.750000 Penalty: 4827.565918
	Iteration 10Q: 3 clusters Score -1999918 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2000146.250000 Penalty: 4827.565918
	Iteration 11Q: 3 clusters Score -2000146 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2000302.000000 Penalty: 4827.565918
	Iteration 12Q: 3 clusters Score -2000302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2000404.875000 Penalty: 4827.565918
	Iteration 13Q: 3 clusters Score -2000405 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2000477.875000 Penalty: 4827.565918
	Iteration 14Q: 3 clusters Score -2000478 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2000531.125000 Penalty: 4827.565918
	Iteration 15Q: 3 clusters Score -2000531 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2000571.750000 Penalty: 4827.565918
	Iteration 16Q: 3 clusters Score -2000572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2000607.375000 Penalty: 4827.565918
	Iteration 17Q: 3 clusters Score -2000607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2000622.875000 Penalty: 4827.565918
	Iteration 18Q: 3 clusters Score -2000623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2000646.625000 Penalty: 4827.565918
	Iteration 19Q: 3 clusters Score -2000647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2000657.875000 Penalty: 4827.565918
	Iteration 20F: 3 clusters Score -2000658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2000671.375000 Penalty: 4827.565918
	Iteration 21Q: 3 clusters Score -2000671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2000685.250000 Penalty: 4827.565918
	Iteration 22Q: 3 clusters Score -2000685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2000698.500000 Penalty: 4827.565918
	Iteration 23Q: 3 clusters Score -2000698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2000714.375000 Penalty: 4827.565918
	Iteration 24Q: 3 clusters Score -2000714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2000728.250000 Penalty: 4827.565918
	Iteration 25Q: 3 clusters Score -2000728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2000737.250000 Penalty: 4827.565918
	Iteration 26Q: 3 clusters Score -2000737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2000754.625000 Penalty: 4827.565918
	Iteration 27Q: 3 clusters Score -2000755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2000764.625000 Penalty: 4827.565918
	Iteration 28Q: 3 clusters Score -2000765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2000782.750000 Penalty: 4827.565918
	Iteration 29Q: 3 clusters Score -2000783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2000791.750000 Penalty: 4827.565918
	Iteration 30Q: 3 clusters Score -2000792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2000805.000000 Penalty: 4827.565918
	Iteration 31Q: 3 clusters Score -2000805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2000809.250000 Penalty: 4827.565918
	Iteration 32Q: 3 clusters Score -2000809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2000823.125000 Penalty: 4827.565918
	Iteration 33Q: 3 clusters Score -2000823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2000825.500000 Penalty: 4827.565918
	Iteration 34Q: 3 clusters Score -2000826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2000831.000000 Penalty: 4827.565918
	Iteration 35Q: 3 clusters Score -2000831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2000836.500000 Penalty: 4827.565918
	Iteration 36Q: 3 clusters Score -2000836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2000846.125000 Penalty: 4827.565918
	Iteration 37Q: 3 clusters Score -2000846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2000849.875000 Penalty: 4827.565918
	Iteration 38Q: 3 clusters Score -2000850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2000853.625000 Penalty: 4827.565918
	Iteration 39Q: 3 clusters Score -2000854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2000862.500000 Penalty: 4827.565918
	Iteration 40F: 3 clusters Score -2000862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2000871.500000 Penalty: 4827.565918
	Iteration 41Q: 3 clusters Score -2000872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2000877.625000 Penalty: 4827.565918
	Iteration 42Q: 3 clusters Score -2000878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2000886.000000 Penalty: 4827.565918
	Iteration 43Q: 3 clusters Score -2000886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2000886.375000 Penalty: 4827.565918
	Iteration 44Q: 3 clusters Score -2000886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2000889.625000 Penalty: 4827.565918
	Iteration 45Q: 3 clusters Score -2000890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2000893.875000 Penalty: 4827.565918
	Iteration 46Q: 3 clusters Score -2000894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2000898.375000 Penalty: 4827.565918
	Iteration 47Q: 3 clusters Score -2000898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2000895.625000 Penalty: 4827.565918
	Iteration 48Q: 3 clusters Score -2000896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2000897.500000 Penalty: 4827.565918
	Iteration 49Q: 3 clusters Score -2000898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2000903.125000 Penalty: 4827.565918
	Iteration 50Q: 3 clusters Score -2000903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2000904.625000 Penalty: 4827.565918
	Iteration 51Q: 3 clusters Score -2000905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2000906.625000 Penalty: 4827.565918
	Iteration 52Q: 3 clusters Score -2000907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2000907.375000 Penalty: 4827.565918
	Iteration 53Q: 3 clusters Score -2000907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2000906.250000 Penalty: 4827.565918
	Iteration 54Q: 3 clusters Score -2000906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2000906.000000 Penalty: 4827.565918
	Iteration 55Q: 3 clusters Score -2000906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2000906.250000 Penalty: 4827.565918
	Iteration 56Q: 3 clusters Score -2000906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2000906.250000 Penalty: 4827.565918
	Iteration 57Q: 3 clusters Score -2000906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2000906.250000 Penalty: 4827.565918
	Iteration 58F: 3 clusters Score -2000906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -921958.187500 Penalty: 2242.279297
	Iteration 0F: 2 clusters Score -921958.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -915350.312500 Penalty: 4484.558594
	Iteration 0F: 3 clusters Score -915350.3 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -917249.187500 Penalty: 4484.558594
	Iteration 1F: 3 clusters Score -917249.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -917610.937500 Penalty: 4484.558594
	Iteration 2F: 3 clusters Score -917610.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -917983.312500 Penalty: 4484.558594
	Iteration 3F: 3 clusters Score -917983.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -918340.937500 Penalty: 4484.558594
	Iteration 4F: 3 clusters Score -918340.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -918707.562500 Penalty: 4484.558594
	Iteration 5F: 3 clusters Score -918707.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -919055.625000 Penalty: 4484.558594
	Iteration 6F: 3 clusters Score -919055.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -919374.250000 Penalty: 4484.558594
	Iteration 7F: 3 clusters Score -919374.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -919602.062500 Penalty: 4484.558594
	Iteration 8Q: 3 clusters Score -919602.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -919771.312500 Penalty: 4484.558594
	Iteration 9Q: 3 clusters Score -919771.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -919901.375000 Penalty: 4484.558594
	Iteration 10Q: 3 clusters Score -919901.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -920009.750000 Penalty: 4484.558594
	Iteration 11Q: 3 clusters Score -920009.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -920102.312500 Penalty: 4484.558594
	Iteration 12Q: 3 clusters Score -920102.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -920180.500000 Penalty: 4484.558594
	Iteration 13Q: 3 clusters Score -920180.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -920225.000000 Penalty: 4484.558594
	Iteration 14Q: 3 clusters Score -920225 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -920262.750000 Penalty: 4484.558594
	Iteration 15Q: 3 clusters Score -920262.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -920286.750000 Penalty: 4484.558594
	Iteration 16Q: 3 clusters Score -920286.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -920314.875000 Penalty: 4484.558594
	Iteration 17Q: 3 clusters Score -920314.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -920334.937500 Penalty: 4484.558594
	Iteration 18Q: 3 clusters Score -920334.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -920357.812500 Penalty: 4484.558594
	Iteration 19Q: 3 clusters Score -920357.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -920383.375000 Penalty: 4484.558594
	Iteration 20F: 3 clusters Score -920383.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -920400.937500 Penalty: 4484.558594
	Iteration 21Q: 3 clusters Score -920400.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -920418.062500 Penalty: 4484.558594
	Iteration 22Q: 3 clusters Score -920418.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -920438.062500 Penalty: 4484.558594
	Iteration 23Q: 3 clusters Score -920438.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -920459.062500 Penalty: 4484.558594
	Iteration 24Q: 3 clusters Score -920459.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -920474.625000 Penalty: 4484.558594
	Iteration 25Q: 3 clusters Score -920474.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -920484.625000 Penalty: 4484.558594
	Iteration 26Q: 3 clusters Score -920484.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -920490.562500 Penalty: 4484.558594
	Iteration 27Q: 3 clusters Score -920490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -920496.062500 Penalty: 4484.558594
	Iteration 28Q: 3 clusters Score -920496.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -920508.437500 Penalty: 4484.558594
	Iteration 29Q: 3 clusters Score -920508.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -920520.250000 Penalty: 4484.558594
	Iteration 30Q: 3 clusters Score -920520.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -920536.625000 Penalty: 4484.558594
	Iteration 31Q: 3 clusters Score -920536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -920543.187500 Penalty: 4484.558594
	Iteration 32Q: 3 clusters Score -920543.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -920547.312500 Penalty: 4484.558594
	Iteration 33Q: 3 clusters Score -920547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -920551.500000 Penalty: 4484.558594
	Iteration 34Q: 3 clusters Score -920551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -920555.562500 Penalty: 4484.558594
	Iteration 35Q: 3 clusters Score -920555.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -920560.687500 Penalty: 4484.558594
	Iteration 36Q: 3 clusters Score -920560.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -920564.312500 Penalty: 4484.558594
	Iteration 37Q: 3 clusters Score -920564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -920566.750000 Penalty: 4484.558594
	Iteration 38Q: 3 clusters Score -920566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -920568.562500 Penalty: 4484.558594
	Iteration 39Q: 3 clusters Score -920568.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -920570.250000 Penalty: 4484.558594
	Iteration 40F: 3 clusters Score -920570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -920574.312500 Penalty: 4484.558594
	Iteration 41Q: 3 clusters Score -920574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -920575.437500 Penalty: 4484.558594
	Iteration 42Q: 3 clusters Score -920575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -920575.875000 Penalty: 4484.558594
	Iteration 43Q: 3 clusters Score -920575.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -920576.000000 Penalty: 4484.558594
	Iteration 44Q: 3 clusters Score -920576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -920576.875000 Penalty: 4484.558594
	Iteration 45Q: 3 clusters Score -920576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -920576.750000 Penalty: 4484.558594
	Iteration 46Q: 3 clusters Score -920576.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -920578.937500 Penalty: 4484.558594
	Iteration 47Q: 3 clusters Score -920578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -920579.437500 Penalty: 4484.558594
	Iteration 48Q: 3 clusters Score -920579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -920580.250000 Penalty: 4484.558594
	Iteration 49Q: 3 clusters Score -920580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -920581.375000 Penalty: 4484.558594
	Iteration 50Q: 3 clusters Score -920581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -920581.375000 Penalty: 4484.558594
	Iteration 51F: 3 clusters Score -920581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Entering Unmasked Estep 
Score: -2292945.750000 Penalty: 2460.086914
	Iteration 0F: 2 clusters Score -2292946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2278713.250000 Penalty: 4920.173828
	Iteration 0F: 3 clusters Score -2278713 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2283911.000000 Penalty: 4920.173828
	Iteration 1F: 3 clusters Score -2283911 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2284836.250000 Penalty: 4920.173828
	Iteration 2F: 3 clusters Score -2284836 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2286026.250000 Penalty: 4920.173828
	Iteration 3F: 3 clusters Score -2286026 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2287438.500000 Penalty: 4920.173828
	Iteration 4F: 3 clusters Score -2287438 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2288854.750000 Penalty: 4920.173828
	Iteration 5F: 3 clusters Score -2288855 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2289997.500000 Penalty: 4920.173828
	Iteration 6F: 3 clusters Score -2289998 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2290811.250000 Penalty: 4920.173828
	Iteration 7Q: 3 clusters Score -2290811 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2291347.000000 Penalty: 4920.173828
	Iteration 8Q: 3 clusters Score -2291347 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2291770.500000 Penalty: 4920.173828
	Iteration 9Q: 3 clusters Score -2291770 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2292236.500000 Penalty: 4920.173828
	Iteration 10Q: 3 clusters Score -2292236 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2292734.250000 Penalty: 4920.173828
	Iteration 11Q: 3 clusters Score -2292734 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2293204.000000 Penalty: 4920.173828
	Iteration 12Q: 3 clusters Score -2293204 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -2293594.000000 Penalty: 4920.173828
	Iteration 13Q: 3 clusters Score -2293594 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2293845.250000 Penalty: 4920.173828
	Iteration 14Q: 3 clusters Score -2293845 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2294037.750000 Penalty: 4920.173828
	Iteration 15Q: 3 clusters Score -2294038 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2294153.500000 Penalty: 4920.173828
	Iteration 16Q: 3 clusters Score -2294154 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2294228.500000 Penalty: 4920.173828
	Iteration 17Q: 3 clusters Score -2294228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2294289.250000 Penalty: 4920.173828
	Iteration 18Q: 3 clusters Score -2294289 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2294330.750000 Penalty: 4920.173828
	Iteration 19Q: 3 clusters Score -2294331 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2294363.500000 Penalty: 4920.173828
	Iteration 20F: 3 clusters Score -2294364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2294388.000000 Penalty: 4920.173828
	Iteration 21Q: 3 clusters Score -2294388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2294399.250000 Penalty: 4920.173828
	Iteration 22Q: 3 clusters Score -2294399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2294412.000000 Penalty: 4920.173828
	Iteration 23Q: 3 clusters Score -2294412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2294414.500000 Penalty: 4920.173828
	Iteration 24Q: 3 clusters Score -2294414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2294418.250000 Penalty: 4920.173828
	Iteration 25Q: 3 clusters Score -2294418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2294418.250000 Penalty: 4920.173828
	Iteration 26Q: 3 clusters Score -2294418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2294417.500000 Penalty: 4920.173828
	Iteration 27Q: 3 clusters Score -2294418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2294421.750000 Penalty: 4920.173828
	Iteration 28Q: 3 clusters Score -2294422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2294424.750000 Penalty: 4920.173828
	Iteration 29Q: 3 clusters Score -2294425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2294423.500000 Penalty: 4920.173828
	Iteration 30Q: 3 clusters Score -2294424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2294427.000000 Penalty: 4920.173828
	Iteration 31Q: 3 clusters Score -2294427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2294428.250000 Penalty: 4920.173828
	Iteration 32Q: 3 clusters Score -2294428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2294431.000000 Penalty: 4920.173828
	Iteration 33Q: 3 clusters Score -2294431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2294433.250000 Penalty: 4920.173828
	Iteration 34Q: 3 clusters Score -2294433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2294435.000000 Penalty: 4920.173828
	Iteration 35Q: 3 clusters Score -2294435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2294432.500000 Penalty: 4920.173828
	Iteration 36Q: 3 clusters Score -2294432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2294432.500000 Penalty: 4920.173828
	Iteration 37Q: 3 clusters Score -2294432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2294432.250000 Penalty: 4920.173828
	Iteration 38Q: 3 clusters Score -2294432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -2294434.250000 Penalty: 4920.173828
	Iteration 39Q: 3 clusters Score -2294434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -2294435.500000 Penalty: 4920.173828
	Iteration 40F: 3 clusters Score -2294436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2294433.750000 Penalty: 4920.173828
	Iteration 41Q: 3 clusters Score -2294434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2294433.750000 Penalty: 4920.173828
	Iteration 42F: 3 clusters Score -2294434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 32442 members 
Mstep: Class 3 contains 94149 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241192 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 161505 members 
Mstep: Class 12 contains 23421 members 
Mstep: Class 13 contains 33411 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 7048 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 59566 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 1238 members 
Mstep: Class 26 contains 175507 members 
Mstep: Class 27 contains 21717 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186581 members 
Mstep: Class 31 contains 172969 members 
Mstep: Class 32 contains 19335 members 
Mstep: Class 33 contains 41645 members 
Mstep: Class 34 contains 131472 members 
Mstep: Class 35 contains 162629 members 
Mstep: Class 36 contains 19858 members 
Mstep: Class 37 contains 13279 members 
Entering Unmasked Estep 
Score: -225954624.000000 Penalty: 133191.765625
Splitting cluster 17 changes total score from -225955296.000000 to -225954624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (15362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Entering Unmasked Estep 
Score: -1743867.750000 Penalty: 2390.633789
	Iteration 0F: 2 clusters Score -1743868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1732796.750000 Penalty: 4781.267578
	Iteration 0F: 3 clusters Score -1732797 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1736406.625000 Penalty: 4781.267578
	Iteration 1F: 3 clusters Score -1736407 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1737147.375000 Penalty: 4781.267578
	Iteration 2F: 3 clusters Score -1737147 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1738066.000000 Penalty: 4781.267578
	Iteration 3F: 3 clusters Score -1738066 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1739027.250000 Penalty: 4781.267578
	Iteration 4F: 3 clusters Score -1739027 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1739829.875000 Penalty: 4781.267578
	Iteration 5F: 3 clusters Score -1739830 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1740442.000000 Penalty: 4781.267578
	Iteration 6F: 3 clusters Score -1740442 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1740842.625000 Penalty: 4781.267578
	Iteration 7Q: 3 clusters Score -1740843 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1741120.500000 Penalty: 4781.267578
	Iteration 8Q: 3 clusters Score -1741120 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1741310.000000 Penalty: 4781.267578
	Iteration 9Q: 3 clusters Score -1741310 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1741450.375000 Penalty: 4781.267578
	Iteration 10Q: 3 clusters Score -1741450 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1741556.500000 Penalty: 4781.267578
	Iteration 11Q: 3 clusters Score -1741556 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1741644.500000 Penalty: 4781.267578
	Iteration 12Q: 3 clusters Score -1741644 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1741719.000000 Penalty: 4781.267578
	Iteration 13Q: 3 clusters Score -1741719 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1741805.625000 Penalty: 4781.267578
	Iteration 14Q: 3 clusters Score -1741806 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1741891.000000 Penalty: 4781.267578
	Iteration 15Q: 3 clusters Score -1741891 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1741959.875000 Penalty: 4781.267578
	Iteration 16Q: 3 clusters Score -1741960 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1742050.750000 Penalty: 4781.267578
	Iteration 17Q: 3 clusters Score -1742051 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1742144.500000 Penalty: 4781.267578
	Iteration 18Q: 3 clusters Score -1742144 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1742234.625000 Penalty: 4781.267578
	Iteration 19Q: 3 clusters Score -1742235 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1742292.125000 Penalty: 4781.267578
	Iteration 20F: 3 clusters Score -1742292 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1742334.250000 Penalty: 4781.267578
	Iteration 21Q: 3 clusters Score -1742334 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1742363.375000 Penalty: 4781.267578
	Iteration 22Q: 3 clusters Score -1742363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1742378.500000 Penalty: 4781.267578
	Iteration 23Q: 3 clusters Score -1742378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1742393.250000 Penalty: 4781.267578
	Iteration 24Q: 3 clusters Score -1742393 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1742402.250000 Penalty: 4781.267578
	Iteration 25Q: 3 clusters Score -1742402 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1742412.250000 Penalty: 4781.267578
	Iteration 26Q: 3 clusters Score -1742412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1742415.500000 Penalty: 4781.267578
	Iteration 27Q: 3 clusters Score -1742416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1742427.875000 Penalty: 4781.267578
	Iteration 28Q: 3 clusters Score -1742428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1742430.750000 Penalty: 4781.267578
	Iteration 29Q: 3 clusters Score -1742431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1742433.250000 Penalty: 4781.267578
	Iteration 30Q: 3 clusters Score -1742433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1742434.875000 Penalty: 4781.267578
	Iteration 31Q: 3 clusters Score -1742435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1742433.500000 Penalty: 4781.267578
	Iteration 32Q: 3 clusters Score -1742434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1742439.750000 Penalty: 4781.267578
	Iteration 33Q: 3 clusters Score -1742440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1742439.500000 Penalty: 4781.267578
	Iteration 34Q: 3 clusters Score -1742440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1742437.000000 Penalty: 4781.267578
	Iteration 35Q: 3 clusters Score -1742437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1742441.750000 Penalty: 4781.267578
	Iteration 36Q: 3 clusters Score -1742442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1742441.250000 Penalty: 4781.267578
	Iteration 37Q: 3 clusters Score -1742441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1742445.500000 Penalty: 4781.267578
	Iteration 38Q: 3 clusters Score -1742446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1742448.250000 Penalty: 4781.267578
	Iteration 39Q: 3 clusters Score -1742448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1742447.000000 Penalty: 4781.267578
	Iteration 40F: 3 clusters Score -1742447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1742443.875000 Penalty: 4781.267578
	Iteration 41Q: 3 clusters Score -1742444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1742445.375000 Penalty: 4781.267578
	Iteration 42Q: 3 clusters Score -1742445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1742447.500000 Penalty: 4781.267578
	Iteration 43Q: 3 clusters Score -1742448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1742447.375000 Penalty: 4781.267578
	Iteration 44Q: 3 clusters Score -1742447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1742447.375000 Penalty: 4781.267578
	Iteration 45F: 3 clusters Score -1742447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Entering Unmasked Estep 
Score: -1213241.375000 Penalty: 2285.080322
	Iteration 0F: 2 clusters Score -1213241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1205560.500000 Penalty: 4570.160645
	Iteration 0F: 3 clusters Score -1205560 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1207886.625000 Penalty: 4570.160645
	Iteration 1F: 3 clusters Score -1207887 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1208227.750000 Penalty: 4570.160645
	Iteration 2F: 3 clusters Score -1208228 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1208530.000000 Penalty: 4570.160645
	Iteration 3F: 3 clusters Score -1208530 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1208803.875000 Penalty: 4570.160645
	Iteration 4F: 3 clusters Score -1208804 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1209090.000000 Penalty: 4570.160645
	Iteration 5Q: 3 clusters Score -1209090 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1209399.875000 Penalty: 4570.160645
	Iteration 6Q: 3 clusters Score -1209400 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1209718.375000 Penalty: 4570.160645
	Iteration 7Q: 3 clusters Score -1209718 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1210046.750000 Penalty: 4570.160645
	Iteration 8Q: 3 clusters Score -1210047 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1210369.625000 Penalty: 4570.160645
	Iteration 9Q: 3 clusters Score -1210370 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1210685.125000 Penalty: 4570.160645
	Iteration 10Q: 3 clusters Score -1210685 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1210927.250000 Penalty: 4570.160645
	Iteration 11Q: 3 clusters Score -1210927 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1211112.125000 Penalty: 4570.160645
	Iteration 12Q: 3 clusters Score -1211112 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1211234.500000 Penalty: 4570.160645
	Iteration 13Q: 3 clusters Score -1211234 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1211303.000000 Penalty: 4570.160645
	Iteration 14Q: 3 clusters Score -1211303 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1211351.000000 Penalty: 4570.160645
	Iteration 15Q: 3 clusters Score -1211351 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1211397.500000 Penalty: 4570.160645
	Iteration 16Q: 3 clusters Score -1211398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1211427.500000 Penalty: 4570.160645
	Iteration 17Q: 3 clusters Score -1211428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1211468.375000 Penalty: 4570.160645
	Iteration 18Q: 3 clusters Score -1211468 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1211486.875000 Penalty: 4570.160645
	Iteration 19Q: 3 clusters Score -1211487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1211503.000000 Penalty: 4570.160645
	Iteration 20F: 3 clusters Score -1211503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1211510.500000 Penalty: 4570.160645
	Iteration 21Q: 3 clusters Score -1211510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1211518.500000 Penalty: 4570.160645
	Iteration 22Q: 3 clusters Score -1211518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1211523.625000 Penalty: 4570.160645
	Iteration 23Q: 3 clusters Score -1211524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1211529.125000 Penalty: 4570.160645
	Iteration 24Q: 3 clusters Score -1211529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1211535.875000 Penalty: 4570.160645
	Iteration 25Q: 3 clusters Score -1211536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1211543.000000 Penalty: 4570.160645
	Iteration 26Q: 3 clusters Score -1211543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1211539.000000 Penalty: 4570.160645
	Iteration 27Q: 3 clusters Score -1211539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1211545.875000 Penalty: 4570.160645
	Iteration 28Q: 3 clusters Score -1211546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1211545.000000 Penalty: 4570.160645
	Iteration 29Q: 3 clusters Score -1211545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1211545.500000 Penalty: 4570.160645
	Iteration 30Q: 3 clusters Score -1211546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1211545.500000 Penalty: 4570.160645
	Iteration 31F: 3 clusters Score -1211546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Entering Unmasked Estep 
Score: -6898015.500000 Penalty: 2726.720459
	Iteration 0F: 2 clusters Score -6898016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -6857934.500000 Penalty: 5453.440918
	Iteration 0F: 3 clusters Score -6857934 nChanged 27836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -6873490.000000 Penalty: 5453.440918
	Iteration 1F: 3 clusters Score -6873490 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -6874298.000000 Penalty: 5453.440918
	Iteration 2Q: 3 clusters Score -6874298 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -6875227.500000 Penalty: 5453.440918
	Iteration 3Q: 3 clusters Score -6875228 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -6876771.500000 Penalty: 5453.440918
	Iteration 4F: 3 clusters Score -6876772 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6879039.000000 Penalty: 5453.440918
	Iteration 5F: 3 clusters Score -6879039 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -6882254.000000 Penalty: 5453.440918
	Iteration 6F: 3 clusters Score -6882254 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -6885644.000000 Penalty: 5453.440918
	Iteration 7F: 3 clusters Score -6885644 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -6888531.000000 Penalty: 5453.440918
	Iteration 8F: 3 clusters Score -6888531 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6890669.000000 Penalty: 5453.440918
	Iteration 9F: 3 clusters Score -6890669 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -6892231.500000 Penalty: 5453.440918
	Iteration 10Q: 3 clusters Score -6892232 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -6893457.500000 Penalty: 5453.440918
	Iteration 11Q: 3 clusters Score -6893458 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -6894395.500000 Penalty: 5453.440918
	Iteration 12Q: 3 clusters Score -6894396 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -6895192.000000 Penalty: 5453.440918
	Iteration 13Q: 3 clusters Score -6895192 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -6895788.500000 Penalty: 5453.440918
	Iteration 14Q: 3 clusters Score -6895788 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -6896239.000000 Penalty: 5453.440918
	Iteration 15Q: 3 clusters Score -6896239 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -6896510.500000 Penalty: 5453.440918
	Iteration 16Q: 3 clusters Score -6896510 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 56390 members 
Entering Unmasked Estep 
Score: -6896705.500000 Penalty: 5453.440918
	Iteration 17Q: 3 clusters Score -6896706 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6896829.000000 Penalty: 5453.440918
	Iteration 18Q: 3 clusters Score -6896829 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -6896891.000000 Penalty: 5453.440918
	Iteration 19Q: 3 clusters Score -6896891 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -6896964.500000 Penalty: 5453.440918
	Iteration 20F: 3 clusters Score -6896964 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -6896999.000000 Penalty: 5453.440918
	Iteration 21Q: 3 clusters Score -6896999 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -6897026.000000 Penalty: 5453.440918
	Iteration 22Q: 3 clusters Score -6897026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -6897069.500000 Penalty: 5453.440918
	Iteration 23Q: 3 clusters Score -6897070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -6897105.000000 Penalty: 5453.440918
	Iteration 24Q: 3 clusters Score -6897105 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -6897098.500000 Penalty: 5453.440918
	Iteration 25Q: 3 clusters Score -6897098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -6897108.000000 Penalty: 5453.440918
	Iteration 26Q: 3 clusters Score -6897108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -6897106.500000 Penalty: 5453.440918
	Iteration 27Q: 3 clusters Score -6897106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -6897133.000000 Penalty: 5453.440918
	Iteration 28Q: 3 clusters Score -6897133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -6897143.500000 Penalty: 5453.440918
	Iteration 29Q: 3 clusters Score -6897144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -6897157.500000 Penalty: 5453.440918
	Iteration 30Q: 3 clusters Score -6897158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -6897159.000000 Penalty: 5453.440918
	Iteration 31Q: 3 clusters Score -6897159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -6897158.000000 Penalty: 5453.440918
	Iteration 32Q: 3 clusters Score -6897158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -6897160.000000 Penalty: 5453.440918
	Iteration 33Q: 3 clusters Score -6897160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -6897163.000000 Penalty: 5453.440918
	Iteration 34Q: 3 clusters Score -6897163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -6897176.000000 Penalty: 5453.440918
	Iteration 35Q: 3 clusters Score -6897176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -6897181.000000 Penalty: 5453.440918
	Iteration 36Q: 3 clusters Score -6897181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -6897176.000000 Penalty: 5453.440918
	Iteration 37Q: 3 clusters Score -6897176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -6897175.500000 Penalty: 5453.440918
	Iteration 38Q: 3 clusters Score -6897176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -6897179.500000 Penalty: 5453.440918
	Iteration 39Q: 3 clusters Score -6897180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 57864 members 
Entering Unmasked Estep 
Score: -6897182.000000 Penalty: 5453.440918
	Iteration 40F: 3 clusters Score -6897182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 57868 members 
Entering Unmasked Estep 
Score: -6897178.500000 Penalty: 5453.440918
	Iteration 41Q: 3 clusters Score -6897178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -6897185.000000 Penalty: 5453.440918
	Iteration 42Q: 3 clusters Score -6897185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
Score: -6897181.000000 Penalty: 5453.440918
	Iteration 43Q: 3 clusters Score -6897181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -6897183.500000 Penalty: 5453.440918
	Iteration 44Q: 3 clusters Score -6897184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -6897181.000000 Penalty: 5453.440918
	Iteration 45Q: 3 clusters Score -6897181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -6897181.000000 Penalty: 5453.440918
	Iteration 46F: 3 clusters Score -6897181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -154329.578125 Penalty: 1807.314941
	Iteration 0F: 2 clusters Score -154329.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152079.078125 Penalty: 3614.629883
	Iteration 0F: 3 clusters Score -152079.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152499.328125 Penalty: 3614.629883
	Iteration 1F: 3 clusters Score -152499.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152736.765625 Penalty: 3614.629883
	Iteration 2F: 3 clusters Score -152736.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152939.828125 Penalty: 3614.629883
	Iteration 3F: 3 clusters Score -152939.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153047.625000 Penalty: 3614.629883
	Iteration 4F: 3 clusters Score -153047.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153120.015625 Penalty: 3614.629883
	Iteration 5Q: 3 clusters Score -153120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -153178.687500 Penalty: 3614.629883
	Iteration 6Q: 3 clusters Score -153178.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -153221.015625 Penalty: 3614.629883
	Iteration 7Q: 3 clusters Score -153221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -153255.062500 Penalty: 3614.629883
	Iteration 8Q: 3 clusters Score -153255.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -153285.750000 Penalty: 3614.629883
	Iteration 9Q: 3 clusters Score -153285.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153317.468750 Penalty: 3614.629883
	Iteration 10Q: 3 clusters Score -153317.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -153371.187500 Penalty: 3614.629883
	Iteration 11Q: 3 clusters Score -153371.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -153409.578125 Penalty: 3614.629883
	Iteration 12Q: 3 clusters Score -153409.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -153430.468750 Penalty: 3614.629883
	Iteration 13Q: 3 clusters Score -153430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -153445.031250 Penalty: 3614.629883
	Iteration 14Q: 3 clusters Score -153445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -153458.140625 Penalty: 3614.629883
	Iteration 15Q: 3 clusters Score -153458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -153464.218750 Penalty: 3614.629883
	Iteration 16Q: 3 clusters Score -153464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -153466.093750 Penalty: 3614.629883
	Iteration 17Q: 3 clusters Score -153466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -153467.109375 Penalty: 3614.629883
	Iteration 18Q: 3 clusters Score -153467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -153468.000000 Penalty: 3614.629883
	Iteration 19Q: 3 clusters Score -153468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -153468.000000 Penalty: 3614.629883
	Iteration 20F: 3 clusters Score -153468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Entering Unmasked Estep 
Score: -1021317.875000 Penalty: 2265.525879
	Iteration 0F: 2 clusters Score -1021318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1014143.312500 Penalty: 4531.051758
	Iteration 0F: 3 clusters Score -1014143 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1016298.125000 Penalty: 4531.051758
	Iteration 1F: 3 clusters Score -1016298 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1016824.250000 Penalty: 4531.051758
	Iteration 2F: 3 clusters Score -1016824 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1017400.500000 Penalty: 4531.051758
	Iteration 3F: 3 clusters Score -1017400 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1018006.562500 Penalty: 4531.051758
	Iteration 4F: 3 clusters Score -1018007 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1018592.312500 Penalty: 4531.051758
	Iteration 5F: 3 clusters Score -1018592 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1019098.500000 Penalty: 4531.051758
	Iteration 6F: 3 clusters Score -1019098 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1019472.125000 Penalty: 4531.051758
	Iteration 7F: 3 clusters Score -1019472 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1019693.125000 Penalty: 4531.051758
	Iteration 8Q: 3 clusters Score -1019693 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1019840.687500 Penalty: 4531.051758
	Iteration 9Q: 3 clusters Score -1019841 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1019953.562500 Penalty: 4531.051758
	Iteration 10Q: 3 clusters Score -1019954 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1020035.562500 Penalty: 4531.051758
	Iteration 11Q: 3 clusters Score -1020036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1020081.000000 Penalty: 4531.051758
	Iteration 12Q: 3 clusters Score -1020081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1020114.750000 Penalty: 4531.051758
	Iteration 13Q: 3 clusters Score -1020115 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1020138.750000 Penalty: 4531.051758
	Iteration 14Q: 3 clusters Score -1020139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1020156.750000 Penalty: 4531.051758
	Iteration 15Q: 3 clusters Score -1020157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1020176.812500 Penalty: 4531.051758
	Iteration 16Q: 3 clusters Score -1020177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1020189.062500 Penalty: 4531.051758
	Iteration 17Q: 3 clusters Score -1020189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1020201.000000 Penalty: 4531.051758
	Iteration 18Q: 3 clusters Score -1020201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1020214.625000 Penalty: 4531.051758
	Iteration 19Q: 3 clusters Score -1020215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1020227.187500 Penalty: 4531.051758
	Iteration 20F: 3 clusters Score -1020227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1020232.875000 Penalty: 4531.051758
	Iteration 21Q: 3 clusters Score -1020233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1020237.875000 Penalty: 4531.051758
	Iteration 22Q: 3 clusters Score -1020238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1020247.750000 Penalty: 4531.051758
	Iteration 23Q: 3 clusters Score -1020248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1020256.375000 Penalty: 4531.051758
	Iteration 24Q: 3 clusters Score -1020256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1020268.937500 Penalty: 4531.051758
	Iteration 25Q: 3 clusters Score -1020269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1020277.000000 Penalty: 4531.051758
	Iteration 26Q: 3 clusters Score -1020277 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1020286.000000 Penalty: 4531.051758
	Iteration 27Q: 3 clusters Score -1020286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1020293.750000 Penalty: 4531.051758
	Iteration 28Q: 3 clusters Score -1020294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1020300.187500 Penalty: 4531.051758
	Iteration 29Q: 3 clusters Score -1020300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1020303.937500 Penalty: 4531.051758
	Iteration 30Q: 3 clusters Score -1020304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1020304.937500 Penalty: 4531.051758
	Iteration 31Q: 3 clusters Score -1020305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1020306.687500 Penalty: 4531.051758
	Iteration 32Q: 3 clusters Score -1020307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1020309.250000 Penalty: 4531.051758
	Iteration 33Q: 3 clusters Score -1020309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1020309.062500 Penalty: 4531.051758
	Iteration 34Q: 3 clusters Score -1020309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1020310.375000 Penalty: 4531.051758
	Iteration 35Q: 3 clusters Score -1020310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1020310.312500 Penalty: 4531.051758
	Iteration 36Q: 3 clusters Score -1020310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1020312.062500 Penalty: 4531.051758
	Iteration 37Q: 3 clusters Score -1020312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1020313.750000 Penalty: 4531.051758
	Iteration 38Q: 3 clusters Score -1020314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1020313.750000 Penalty: 4531.051758
	Iteration 39Q: 3 clusters Score -1020314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1020315.000000 Penalty: 4531.051758
	Iteration 40F: 3 clusters Score -1020315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1020315.375000 Penalty: 4531.051758
	Iteration 41Q: 3 clusters Score -1020315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1020319.062500 Penalty: 4531.051758
	Iteration 42Q: 3 clusters Score -1020319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1020321.250000 Penalty: 4531.051758
	Iteration 43Q: 3 clusters Score -1020321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1020321.000000 Penalty: 4531.051758
	Iteration 44Q: 3 clusters Score -1020321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1020321.250000 Penalty: 4531.051758
	Iteration 45Q: 3 clusters Score -1020321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1020321.062500 Penalty: 4531.051758
	Iteration 46Q: 3 clusters Score -1020321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1020322.312500 Penalty: 4531.051758
	Iteration 47Q: 3 clusters Score -1020322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1020322.312500 Penalty: 4531.051758
	Iteration 48F: 3 clusters Score -1020322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -537588.625000 Penalty: 2094.479492
	Iteration 0F: 2 clusters Score -537588.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -533284.937500 Penalty: 4188.958984
	Iteration 0F: 3 clusters Score -533284.9 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -534211.312500 Penalty: 4188.958984
	Iteration 1F: 3 clusters Score -534211.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -534415.625000 Penalty: 4188.958984
	Iteration 2F: 3 clusters Score -534415.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -534540.750000 Penalty: 4188.958984
	Iteration 3Q: 3 clusters Score -534540.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -534618.312500 Penalty: 4188.958984
	Iteration 4Q: 3 clusters Score -534618.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -534679.812500 Penalty: 4188.958984
	Iteration 5Q: 3 clusters Score -534679.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -534722.875000 Penalty: 4188.958984
	Iteration 6Q: 3 clusters Score -534722.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -534755.562500 Penalty: 4188.958984
	Iteration 7Q: 3 clusters Score -534755.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -534783.812500 Penalty: 4188.958984
	Iteration 8Q: 3 clusters Score -534783.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -534811.875000 Penalty: 4188.958984
	Iteration 9Q: 3 clusters Score -534811.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -534841.312500 Penalty: 4188.958984
	Iteration 10Q: 3 clusters Score -534841.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -534871.562500 Penalty: 4188.958984
	Iteration 11Q: 3 clusters Score -534871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -534898.125000 Penalty: 4188.958984
	Iteration 12Q: 3 clusters Score -534898.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -534925.250000 Penalty: 4188.958984
	Iteration 13Q: 3 clusters Score -534925.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -534958.500000 Penalty: 4188.958984
	Iteration 14Q: 3 clusters Score -534958.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -534985.625000 Penalty: 4188.958984
	Iteration 15Q: 3 clusters Score -534985.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -535012.250000 Penalty: 4188.958984
	Iteration 16Q: 3 clusters Score -535012.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -535045.687500 Penalty: 4188.958984
	Iteration 17Q: 3 clusters Score -535045.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -535080.312500 Penalty: 4188.958984
	Iteration 18Q: 3 clusters Score -535080.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -535115.250000 Penalty: 4188.958984
	Iteration 19Q: 3 clusters Score -535115.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -535157.000000 Penalty: 4188.958984
	Iteration 20F: 3 clusters Score -535157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -535189.312500 Penalty: 4188.958984
	Iteration 21Q: 3 clusters Score -535189.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -535221.187500 Penalty: 4188.958984
	Iteration 22Q: 3 clusters Score -535221.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -535251.312500 Penalty: 4188.958984
	Iteration 23Q: 3 clusters Score -535251.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -535288.125000 Penalty: 4188.958984
	Iteration 24Q: 3 clusters Score -535288.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -535313.937500 Penalty: 4188.958984
	Iteration 25Q: 3 clusters Score -535313.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -535341.625000 Penalty: 4188.958984
	Iteration 26Q: 3 clusters Score -535341.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -535368.125000 Penalty: 4188.958984
	Iteration 27Q: 3 clusters Score -535368.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -535392.187500 Penalty: 4188.958984
	Iteration 28Q: 3 clusters Score -535392.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -535423.937500 Penalty: 4188.958984
	Iteration 29Q: 3 clusters Score -535423.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -535465.687500 Penalty: 4188.958984
	Iteration 30Q: 3 clusters Score -535465.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -535506.875000 Penalty: 4188.958984
	Iteration 31Q: 3 clusters Score -535506.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -535545.625000 Penalty: 4188.958984
	Iteration 32Q: 3 clusters Score -535545.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -535575.562500 Penalty: 4188.958984
	Iteration 33Q: 3 clusters Score -535575.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -535600.625000 Penalty: 4188.958984
	Iteration 34Q: 3 clusters Score -535600.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -535625.000000 Penalty: 4188.958984
	Iteration 35Q: 3 clusters Score -535625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -535644.000000 Penalty: 4188.958984
	Iteration 36Q: 3 clusters Score -535644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -535658.937500 Penalty: 4188.958984
	Iteration 37Q: 3 clusters Score -535658.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -535666.875000 Penalty: 4188.958984
	Iteration 38Q: 3 clusters Score -535666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -535670.375000 Penalty: 4188.958984
	Iteration 39Q: 3 clusters Score -535670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -535672.812500 Penalty: 4188.958984
	Iteration 40F: 3 clusters Score -535672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -535674.625000 Penalty: 4188.958984
	Iteration 41Q: 3 clusters Score -535674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -535677.437500 Penalty: 4188.958984
	Iteration 42Q: 3 clusters Score -535677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -535682.437500 Penalty: 4188.958984
	Iteration 43Q: 3 clusters Score -535682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -535686.062500 Penalty: 4188.958984
	Iteration 44Q: 3 clusters Score -535686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -535686.437500 Penalty: 4188.958984
	Iteration 45Q: 3 clusters Score -535686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -535689.312500 Penalty: 4188.958984
	Iteration 46Q: 3 clusters Score -535689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -535691.187500 Penalty: 4188.958984
	Iteration 47Q: 3 clusters Score -535691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -535691.437500 Penalty: 4188.958984
	Iteration 48Q: 3 clusters Score -535691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -535692.312500 Penalty: 4188.958984
	Iteration 49Q: 3 clusters Score -535692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -535695.000000 Penalty: 4188.958984
	Iteration 50Q: 3 clusters Score -535695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -535695.437500 Penalty: 4188.958984
	Iteration 51Q: 3 clusters Score -535695.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -535696.687500 Penalty: 4188.958984
	Iteration 52Q: 3 clusters Score -535696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -535698.625000 Penalty: 4188.958984
	Iteration 53Q: 3 clusters Score -535698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -535701.000000 Penalty: 4188.958984
	Iteration 54Q: 3 clusters Score -535701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -535703.312500 Penalty: 4188.958984
	Iteration 55Q: 3 clusters Score -535703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -535704.500000 Penalty: 4188.958984
	Iteration 56Q: 3 clusters Score -535704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -535707.062500 Penalty: 4188.958984
	Iteration 57Q: 3 clusters Score -535707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -535709.937500 Penalty: 4188.958984
	Iteration 58Q: 3 clusters Score -535709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -535711.187500 Penalty: 4188.958984
	Iteration 59Q: 3 clusters Score -535711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -535710.875000 Penalty: 4188.958984
	Iteration 60F: 3 clusters Score -535710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -535711.250000 Penalty: 4188.958984
	Iteration 61Q: 3 clusters Score -535711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -535711.250000 Penalty: 4188.958984
	Iteration 62F: 3 clusters Score -535711.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1273566.250000 Penalty: 2314.956787
	Iteration 0F: 2 clusters Score -1273566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1265061.375000 Penalty: 4629.913574
	Iteration 0F: 3 clusters Score -1265061 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1267671.375000 Penalty: 4629.913574
	Iteration 1F: 3 clusters Score -1267671 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1268115.000000 Penalty: 4629.913574
	Iteration 2F: 3 clusters Score -1268115 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1268465.750000 Penalty: 4629.913574
	Iteration 3F: 3 clusters Score -1268466 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1268738.750000 Penalty: 4629.913574
	Iteration 4F: 3 clusters Score -1268739 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1268940.125000 Penalty: 4629.913574
	Iteration 5Q: 3 clusters Score -1268940 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1269106.250000 Penalty: 4629.913574
	Iteration 6Q: 3 clusters Score -1269106 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1269267.375000 Penalty: 4629.913574
	Iteration 7Q: 3 clusters Score -1269267 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1269413.625000 Penalty: 4629.913574
	Iteration 8Q: 3 clusters Score -1269414 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1269571.875000 Penalty: 4629.913574
	Iteration 9Q: 3 clusters Score -1269572 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1269768.750000 Penalty: 4629.913574
	Iteration 10Q: 3 clusters Score -1269769 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1269948.625000 Penalty: 4629.913574
	Iteration 11Q: 3 clusters Score -1269949 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1270113.125000 Penalty: 4629.913574
	Iteration 12Q: 3 clusters Score -1270113 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1270275.125000 Penalty: 4629.913574
	Iteration 13Q: 3 clusters Score -1270275 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1270411.750000 Penalty: 4629.913574
	Iteration 14Q: 3 clusters Score -1270412 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1270536.750000 Penalty: 4629.913574
	Iteration 15Q: 3 clusters Score -1270537 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1270643.000000 Penalty: 4629.913574
	Iteration 16Q: 3 clusters Score -1270643 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1270730.250000 Penalty: 4629.913574
	Iteration 17Q: 3 clusters Score -1270730 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1270830.000000 Penalty: 4629.913574
	Iteration 18Q: 3 clusters Score -1270830 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1270904.000000 Penalty: 4629.913574
	Iteration 19Q: 3 clusters Score -1270904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1270969.750000 Penalty: 4629.913574
	Iteration 20F: 3 clusters Score -1270970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1271012.000000 Penalty: 4629.913574
	Iteration 21Q: 3 clusters Score -1271012 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1271042.375000 Penalty: 4629.913574
	Iteration 22Q: 3 clusters Score -1271042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1271065.625000 Penalty: 4629.913574
	Iteration 23Q: 3 clusters Score -1271066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1271085.375000 Penalty: 4629.913574
	Iteration 24Q: 3 clusters Score -1271085 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1271101.875000 Penalty: 4629.913574
	Iteration 25Q: 3 clusters Score -1271102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1271109.750000 Penalty: 4629.913574
	Iteration 26Q: 3 clusters Score -1271110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1271121.000000 Penalty: 4629.913574
	Iteration 27Q: 3 clusters Score -1271121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1271132.500000 Penalty: 4629.913574
	Iteration 28Q: 3 clusters Score -1271132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1271142.625000 Penalty: 4629.913574
	Iteration 29Q: 3 clusters Score -1271143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1271156.125000 Penalty: 4629.913574
	Iteration 30Q: 3 clusters Score -1271156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1271169.125000 Penalty: 4629.913574
	Iteration 31Q: 3 clusters Score -1271169 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1271183.000000 Penalty: 4629.913574
	Iteration 32Q: 3 clusters Score -1271183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1271190.250000 Penalty: 4629.913574
	Iteration 33Q: 3 clusters Score -1271190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1271202.250000 Penalty: 4629.913574
	Iteration 34Q: 3 clusters Score -1271202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1271225.125000 Penalty: 4629.913574
	Iteration 35Q: 3 clusters Score -1271225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1271238.375000 Penalty: 4629.913574
	Iteration 36Q: 3 clusters Score -1271238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1271252.500000 Penalty: 4629.913574
	Iteration 37Q: 3 clusters Score -1271252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1271268.625000 Penalty: 4629.913574
	Iteration 38Q: 3 clusters Score -1271269 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1271285.375000 Penalty: 4629.913574
	Iteration 39Q: 3 clusters Score -1271285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1271298.125000 Penalty: 4629.913574
	Iteration 40F: 3 clusters Score -1271298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1271320.125000 Penalty: 4629.913574
	Iteration 41Q: 3 clusters Score -1271320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1271337.500000 Penalty: 4629.913574
	Iteration 42Q: 3 clusters Score -1271338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1271357.000000 Penalty: 4629.913574
	Iteration 43Q: 3 clusters Score -1271357 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1271374.375000 Penalty: 4629.913574
	Iteration 44Q: 3 clusters Score -1271374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1271398.000000 Penalty: 4629.913574
	Iteration 45Q: 3 clusters Score -1271398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1271412.250000 Penalty: 4629.913574
	Iteration 46Q: 3 clusters Score -1271412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1271429.125000 Penalty: 4629.913574
	Iteration 47Q: 3 clusters Score -1271429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1271443.875000 Penalty: 4629.913574
	Iteration 48Q: 3 clusters Score -1271444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1271463.125000 Penalty: 4629.913574
	Iteration 49Q: 3 clusters Score -1271463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1271480.500000 Penalty: 4629.913574
	Iteration 50Q: 3 clusters Score -1271480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1271497.125000 Penalty: 4629.913574
	Iteration 51Q: 3 clusters Score -1271497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1271512.375000 Penalty: 4629.913574
	Iteration 52Q: 3 clusters Score -1271512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1271524.125000 Penalty: 4629.913574
	Iteration 53Q: 3 clusters Score -1271524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1271541.125000 Penalty: 4629.913574
	Iteration 54Q: 3 clusters Score -1271541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1271557.750000 Penalty: 4629.913574
	Iteration 55Q: 3 clusters Score -1271558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1271580.375000 Penalty: 4629.913574
	Iteration 56Q: 3 clusters Score -1271580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1271596.375000 Penalty: 4629.913574
	Iteration 57Q: 3 clusters Score -1271596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1271605.125000 Penalty: 4629.913574
	Iteration 58Q: 3 clusters Score -1271605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1271621.875000 Penalty: 4629.913574
	Iteration 59Q: 3 clusters Score -1271622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1271633.875000 Penalty: 4629.913574
	Iteration 60F: 3 clusters Score -1271634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1271643.375000 Penalty: 4629.913574
	Iteration 61Q: 3 clusters Score -1271643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1271651.000000 Penalty: 4629.913574
	Iteration 62Q: 3 clusters Score -1271651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1271662.750000 Penalty: 4629.913574
	Iteration 63Q: 3 clusters Score -1271663 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1271675.000000 Penalty: 4629.913574
	Iteration 64Q: 3 clusters Score -1271675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1271688.625000 Penalty: 4629.913574
	Iteration 65Q: 3 clusters Score -1271689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1271701.625000 Penalty: 4629.913574
	Iteration 66Q: 3 clusters Score -1271702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1271712.750000 Penalty: 4629.913574
	Iteration 67Q: 3 clusters Score -1271713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1271729.250000 Penalty: 4629.913574
	Iteration 68Q: 3 clusters Score -1271729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1271744.500000 Penalty: 4629.913574
	Iteration 69Q: 3 clusters Score -1271744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1271755.375000 Penalty: 4629.913574
	Iteration 70Q: 3 clusters Score -1271755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1271765.625000 Penalty: 4629.913574
	Iteration 71Q: 3 clusters Score -1271766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1271780.250000 Penalty: 4629.913574
	Iteration 72Q: 3 clusters Score -1271780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1271795.500000 Penalty: 4629.913574
	Iteration 73Q: 3 clusters Score -1271796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1271808.625000 Penalty: 4629.913574
	Iteration 74Q: 3 clusters Score -1271809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1271821.625000 Penalty: 4629.913574
	Iteration 75Q: 3 clusters Score -1271822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1271834.500000 Penalty: 4629.913574
	Iteration 76Q: 3 clusters Score -1271834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1271844.500000 Penalty: 4629.913574
	Iteration 77Q: 3 clusters Score -1271844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1271852.125000 Penalty: 4629.913574
	Iteration 78Q: 3 clusters Score -1271852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1271864.000000 Penalty: 4629.913574
	Iteration 79Q: 3 clusters Score -1271864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1271874.375000 Penalty: 4629.913574
	Iteration 80F: 3 clusters Score -1271874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1271887.250000 Penalty: 4629.913574
	Iteration 81Q: 3 clusters Score -1271887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1271896.750000 Penalty: 4629.913574
	Iteration 82Q: 3 clusters Score -1271897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1271911.625000 Penalty: 4629.913574
	Iteration 83Q: 3 clusters Score -1271912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1271920.875000 Penalty: 4629.913574
	Iteration 84Q: 3 clusters Score -1271921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1271920.875000 Penalty: 4629.913574
	Iteration 85Q: 3 clusters Score -1271921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1271928.250000 Penalty: 4629.913574
	Iteration 86Q: 3 clusters Score -1271928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1271932.250000 Penalty: 4629.913574
	Iteration 87Q: 3 clusters Score -1271932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1271935.750000 Penalty: 4629.913574
	Iteration 88Q: 3 clusters Score -1271936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1271936.625000 Penalty: 4629.913574
	Iteration 89Q: 3 clusters Score -1271937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1271941.125000 Penalty: 4629.913574
	Iteration 90Q: 3 clusters Score -1271941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1271943.375000 Penalty: 4629.913574
	Iteration 91Q: 3 clusters Score -1271943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1271942.625000 Penalty: 4629.913574
	Iteration 92Q: 3 clusters Score -1271943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1271942.000000 Penalty: 4629.913574
	Iteration 93Q: 3 clusters Score -1271942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1271943.875000 Penalty: 4629.913574
	Iteration 94Q: 3 clusters Score -1271944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1271943.875000 Penalty: 4629.913574
	Iteration 95F: 3 clusters Score -1271944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -120319.125000 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -120319.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -118300.335938 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -118300.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -119220.632812 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -119220.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120446.718750 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -120446.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -121455.117188 Penalty: 3532.141357
	Iteration 3F: 3 clusters Score -121455.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -121943.507812 Penalty: 3532.141357
	Iteration 4F: 3 clusters Score -121943.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -122528.257812 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -122528.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -123080.914062 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -123080.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -123235.523438 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -123235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -123301.742188 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -123301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -123364.968750 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -123365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -123366.304688 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -123366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -123366.304688 Penalty: 3532.141357
	Iteration 11F: 3 clusters Score -123366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 32442 members 
Mstep: Class 3 contains 94149 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241192 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 161505 members 
Mstep: Class 12 contains 23421 members 
Mstep: Class 13 contains 33411 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 59566 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 175507 members 
Mstep: Class 27 contains 21717 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186581 members 
Mstep: Class 31 contains 172969 members 
Mstep: Class 32 contains 19335 members 
Mstep: Class 33 contains 41645 members 
Mstep: Class 34 contains 131472 members 
Mstep: Class 35 contains 162629 members 
Mstep: Class 36 contains 19858 members 
Mstep: Class 37 contains 939 members 
Entering Unmasked Estep 
Score: -225956688.000000 Penalty: 133191.765625
Splitting cluster 25 changes total score from -225955296.000000 to -225956688.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (175507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175507 members 
Entering Unmasked Estep 
Score: -20732236.000000 Penalty: 2994.707520
	Iteration 0F: 2 clusters Score -2.073224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -20618462.000000 Penalty: 5989.415039
	Iteration 0F: 3 clusters Score -2.061846e+07 nChanged 84057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -20667938.000000 Penalty: 5989.415039
	Iteration 1F: 3 clusters Score -2.066794e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -20669260.000000 Penalty: 5989.415039
	Iteration 2Q: 3 clusters Score -2.066926e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 84433 members 
Entering Unmasked Estep 
Score: -20670928.000000 Penalty: 5989.415039
	Iteration 3Q: 3 clusters Score -2.067093e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 82798 members 
Entering Unmasked Estep 
Score: -20673186.000000 Penalty: 5989.415039
	Iteration 4Q: 3 clusters Score -2.067319e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95056 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -20676606.000000 Penalty: 5989.415039
	Iteration 5Q: 3 clusters Score -2.067661e+07 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -20681066.000000 Penalty: 5989.415039
	Iteration 6F: 3 clusters Score -2.068107e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 72641 members 
Entering Unmasked Estep 
Score: -20686210.000000 Penalty: 5989.415039
	Iteration 7F: 3 clusters Score -2.068621e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -20692010.000000 Penalty: 5989.415039
	Iteration 8F: 3 clusters Score -2.069201e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114915 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -20697526.000000 Penalty: 5989.415039
	Iteration 9F: 3 clusters Score -2.069753e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121603 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -20702716.000000 Penalty: 5989.415039
	Iteration 10F: 3 clusters Score -2.070272e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -20707840.000000 Penalty: 5989.415039
	Iteration 11Q: 3 clusters Score -2.070784e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -20712210.000000 Penalty: 5989.415039
	Iteration 12Q: 3 clusters Score -2.071221e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138426 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -20715810.000000 Penalty: 5989.415039
	Iteration 13Q: 3 clusters Score -2.071581e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142404 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -20718434.000000 Penalty: 5989.415039
	Iteration 14Q: 3 clusters Score -2.071843e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -20720926.000000 Penalty: 5989.415039
	Iteration 15Q: 3 clusters Score -2.072093e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -20723092.000000 Penalty: 5989.415039
	Iteration 16Q: 3 clusters Score -2.072309e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -20724798.000000 Penalty: 5989.415039
	Iteration 17Q: 3 clusters Score -2.07248e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154389 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -20726174.000000 Penalty: 5989.415039
	Iteration 18Q: 3 clusters Score -2.072617e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -20727342.000000 Penalty: 5989.415039
	Iteration 19Q: 3 clusters Score -2.072734e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158154 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -20728134.000000 Penalty: 5989.415039
	Iteration 20F: 3 clusters Score -2.072813e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159582 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -20728776.000000 Penalty: 5989.415039
	Iteration 21Q: 3 clusters Score -2.072878e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160785 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -20729346.000000 Penalty: 5989.415039
	Iteration 22Q: 3 clusters Score -2.072935e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161831 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -20729768.000000 Penalty: 5989.415039
	Iteration 23Q: 3 clusters Score -2.072977e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -20730004.000000 Penalty: 5989.415039
	Iteration 24Q: 3 clusters Score -2.073e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -20730314.000000 Penalty: 5989.415039
	Iteration 25Q: 3 clusters Score -2.073031e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164080 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -20730526.000000 Penalty: 5989.415039
	Iteration 26Q: 3 clusters Score -2.073053e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164655 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -20730714.000000 Penalty: 5989.415039
	Iteration 27Q: 3 clusters Score -2.073071e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165131 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -20730724.000000 Penalty: 5989.415039
	Iteration 28Q: 3 clusters Score -2.073072e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165545 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -20730898.000000 Penalty: 5989.415039
	Iteration 29Q: 3 clusters Score -2.07309e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165908 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -20730964.000000 Penalty: 5989.415039
	Iteration 30Q: 3 clusters Score -2.073096e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -20731088.000000 Penalty: 5989.415039
	Iteration 31Q: 3 clusters Score -2.073109e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -20731132.000000 Penalty: 5989.415039
	Iteration 32Q: 3 clusters Score -2.073113e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166633 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -20731158.000000 Penalty: 5989.415039
	Iteration 33Q: 3 clusters Score -2.073116e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -20731192.000000 Penalty: 5989.415039
	Iteration 34Q: 3 clusters Score -2.073119e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166956 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -20731174.000000 Penalty: 5989.415039
	Iteration 35Q: 3 clusters Score -2.073117e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167079 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -20731168.000000 Penalty: 5989.415039
	Iteration 36Q: 3 clusters Score -2.073117e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -20731144.000000 Penalty: 5989.415039
	Iteration 37Q: 3 clusters Score -2.073114e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167275 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -20731192.000000 Penalty: 5989.415039
	Iteration 38Q: 3 clusters Score -2.073119e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -20731246.000000 Penalty: 5989.415039
	Iteration 39Q: 3 clusters Score -2.073125e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -20731234.000000 Penalty: 5989.415039
	Iteration 40F: 3 clusters Score -2.073123e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -20731272.000000 Penalty: 5989.415039
	Iteration 41Q: 3 clusters Score -2.073127e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167564 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -20731270.000000 Penalty: 5989.415039
	Iteration 42Q: 3 clusters Score -2.073127e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167620 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -20731320.000000 Penalty: 5989.415039
	Iteration 43Q: 3 clusters Score -2.073132e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167657 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -20731406.000000 Penalty: 5989.415039
	Iteration 44Q: 3 clusters Score -2.073141e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167682 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -20731456.000000 Penalty: 5989.415039
	Iteration 45Q: 3 clusters Score -2.073146e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167702 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -20731506.000000 Penalty: 5989.415039
	Iteration 46Q: 3 clusters Score -2.073151e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -20731506.000000 Penalty: 5989.415039
	Iteration 47Q: 3 clusters Score -2.073151e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167754 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -20731538.000000 Penalty: 5989.415039
	Iteration 48Q: 3 clusters Score -2.073154e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -20731530.000000 Penalty: 5989.415039
	Iteration 49Q: 3 clusters Score -2.073153e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -20731532.000000 Penalty: 5989.415039
	Iteration 50Q: 3 clusters Score -2.073153e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -20731518.000000 Penalty: 5989.415039
	Iteration 51Q: 3 clusters Score -2.073152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167840 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -20731540.000000 Penalty: 5989.415039
	Iteration 52Q: 3 clusters Score -2.073154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167844 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -20731536.000000 Penalty: 5989.415039
	Iteration 53Q: 3 clusters Score -2.073154e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167845 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -20731574.000000 Penalty: 5989.415039
	Iteration 54Q: 3 clusters Score -2.073157e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167848 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -20731586.000000 Penalty: 5989.415039
	Iteration 55Q: 3 clusters Score -2.073159e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167863 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -20731590.000000 Penalty: 5989.415039
	Iteration 56Q: 3 clusters Score -2.073159e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167881 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -20731624.000000 Penalty: 5989.415039
	Iteration 57Q: 3 clusters Score -2.073162e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167895 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -20731624.000000 Penalty: 5989.415039
	Iteration 58Q: 3 clusters Score -2.073162e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167899 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -20731638.000000 Penalty: 5989.415039
	Iteration 59Q: 3 clusters Score -2.073164e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -20731642.000000 Penalty: 5989.415039
	Iteration 60F: 3 clusters Score -2.073164e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -20731660.000000 Penalty: 5989.415039
	Iteration 61Q: 3 clusters Score -2.073166e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -20731670.000000 Penalty: 5989.415039
	Iteration 62Q: 3 clusters Score -2.073167e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167934 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -20731696.000000 Penalty: 5989.415039
	Iteration 63Q: 3 clusters Score -2.07317e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167930 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -20731724.000000 Penalty: 5989.415039
	Iteration 64Q: 3 clusters Score -2.073172e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167938 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -20731738.000000 Penalty: 5989.415039
	Iteration 65Q: 3 clusters Score -2.073174e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167947 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -20731710.000000 Penalty: 5989.415039
	Iteration 66Q: 3 clusters Score -2.073171e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167955 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -20731722.000000 Penalty: 5989.415039
	Iteration 67Q: 3 clusters Score -2.073172e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -20731756.000000 Penalty: 5989.415039
	Iteration 68Q: 3 clusters Score -2.073176e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -20731762.000000 Penalty: 5989.415039
	Iteration 69Q: 3 clusters Score -2.073176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -20731752.000000 Penalty: 5989.415039
	Iteration 70Q: 3 clusters Score -2.073175e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -20731738.000000 Penalty: 5989.415039
	Iteration 71Q: 3 clusters Score -2.073174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -20731760.000000 Penalty: 5989.415039
	Iteration 72Q: 3 clusters Score -2.073176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168020 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -20731756.000000 Penalty: 5989.415039
	Iteration 73Q: 3 clusters Score -2.073176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168020 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -20731746.000000 Penalty: 5989.415039
	Iteration 74Q: 3 clusters Score -2.073175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -20731752.000000 Penalty: 5989.415039
	Iteration 75Q: 3 clusters Score -2.073175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168033 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -20731752.000000 Penalty: 5989.415039
	Iteration 76Q: 3 clusters Score -2.073175e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20731756.000000 Penalty: 5989.415039
	Iteration 77Q: 3 clusters Score -2.073176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168052 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -20731752.000000 Penalty: 5989.415039
	Iteration 78Q: 3 clusters Score -2.073175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -20731732.000000 Penalty: 5989.415039
	Iteration 79Q: 3 clusters Score -2.073173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -20731732.000000 Penalty: 5989.415039
	Iteration 80F: 3 clusters Score -2.073173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -20731730.000000 Penalty: 5989.415039
	Iteration 81Q: 3 clusters Score -2.073173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -20731730.000000 Penalty: 5989.415039
	Iteration 82Q: 3 clusters Score -2.073173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -20731720.000000 Penalty: 5989.415039
	Iteration 83Q: 3 clusters Score -2.073172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168050 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -20731734.000000 Penalty: 5989.415039
	Iteration 84Q: 3 clusters Score -2.073173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -20731732.000000 Penalty: 5989.415039
	Iteration 85Q: 3 clusters Score -2.073173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20731744.000000 Penalty: 5989.415039
	Iteration 86Q: 3 clusters Score -2.073174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168045 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -20731752.000000 Penalty: 5989.415039
	Iteration 87Q: 3 clusters Score -2.073175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -20731744.000000 Penalty: 5989.415039
	Iteration 88Q: 3 clusters Score -2.073174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -20731738.000000 Penalty: 5989.415039
	Iteration 89Q: 3 clusters Score -2.073174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731754.000000 Penalty: 5989.415039
	Iteration 90Q: 3 clusters Score -2.073175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731754.000000 Penalty: 5989.415039
	Iteration 91Q: 3 clusters Score -2.073175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731764.000000 Penalty: 5989.415039
	Iteration 92Q: 3 clusters Score -2.073176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -20731752.000000 Penalty: 5989.415039
	Iteration 93Q: 3 clusters Score -2.073175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731748.000000 Penalty: 5989.415039
	Iteration 94Q: 3 clusters Score -2.073175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -20731754.000000 Penalty: 5989.415039
	Iteration 95Q: 3 clusters Score -2.073175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731756.000000 Penalty: 5989.415039
	Iteration 96Q: 3 clusters Score -2.073176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20731756.000000 Penalty: 5989.415039
	Iteration 97Q: 3 clusters Score -2.073176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -20731782.000000 Penalty: 5989.415039
	Iteration 98Q: 3 clusters Score -2.073178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -20731780.000000 Penalty: 5989.415039
	Iteration 99Q: 3 clusters Score -2.073178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -20731782.000000 Penalty: 5989.415039
	Iteration 100F: 3 clusters Score -2.073178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -20731776.000000 Penalty: 5989.415039
	Iteration 101Q: 3 clusters Score -2.073178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -20731768.000000 Penalty: 5989.415039
	Iteration 102Q: 3 clusters Score -2.073177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -20731766.000000 Penalty: 5989.415039
	Iteration 103Q: 3 clusters Score -2.073177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -20731768.000000 Penalty: 5989.415039
	Iteration 104Q: 3 clusters Score -2.073177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168049 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -20731766.000000 Penalty: 5989.415039
	Iteration 105Q: 3 clusters Score -2.073177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731768.000000 Penalty: 5989.415039
	Iteration 106Q: 3 clusters Score -2.073177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -20731754.000000 Penalty: 5989.415039
	Iteration 107Q: 3 clusters Score -2.073175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168043 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -20731764.000000 Penalty: 5989.415039
	Iteration 108Q: 3 clusters Score -2.073176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -20731766.000000 Penalty: 5989.415039
	Iteration 109Q: 3 clusters Score -2.073177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -20731762.000000 Penalty: 5989.415039
	Iteration 110Q: 3 clusters Score -2.073176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20731776.000000 Penalty: 5989.415039
	Iteration 111Q: 3 clusters Score -2.073178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20731764.000000 Penalty: 5989.415039
	Iteration 112Q: 3 clusters Score -2.073176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20731758.000000 Penalty: 5989.415039
	Iteration 113Q: 3 clusters Score -2.073176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168046 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -20731762.000000 Penalty: 5989.415039
	Iteration 114Q: 3 clusters Score -2.073176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731762.000000 Penalty: 5989.415039
	Iteration 115Q: 3 clusters Score -2.073176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168047 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -20731762.000000 Penalty: 5989.415039
	Iteration 116F: 3 clusters Score -2.073176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Entering Unmasked Estep 
Score: -2471968.500000 Penalty: 2476.490967
	Iteration 0F: 2 clusters Score -2471968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2456937.500000 Penalty: 4952.981934
	Iteration 0F: 3 clusters Score -2456938 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2462228.500000 Penalty: 4952.981934
	Iteration 1F: 3 clusters Score -2462228 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2462651.500000 Penalty: 4952.981934
	Iteration 2F: 3 clusters Score -2462652 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2462972.750000 Penalty: 4952.981934
	Iteration 3Q: 3 clusters Score -2462973 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2463254.250000 Penalty: 4952.981934
	Iteration 4Q: 3 clusters Score -2463254 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2463488.000000 Penalty: 4952.981934
	Iteration 5Q: 3 clusters Score -2463488 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2463694.000000 Penalty: 4952.981934
	Iteration 6Q: 3 clusters Score -2463694 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2463866.000000 Penalty: 4952.981934
	Iteration 7Q: 3 clusters Score -2463866 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2464060.750000 Penalty: 4952.981934
	Iteration 8Q: 3 clusters Score -2464061 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2464288.000000 Penalty: 4952.981934
	Iteration 9Q: 3 clusters Score -2464288 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2464516.250000 Penalty: 4952.981934
	Iteration 10Q: 3 clusters Score -2464516 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2464752.750000 Penalty: 4952.981934
	Iteration 11Q: 3 clusters Score -2464753 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2465032.000000 Penalty: 4952.981934
	Iteration 12Q: 3 clusters Score -2465032 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2465353.500000 Penalty: 4952.981934
	Iteration 13Q: 3 clusters Score -2465354 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2465800.000000 Penalty: 4952.981934
	Iteration 14Q: 3 clusters Score -2465800 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2466355.250000 Penalty: 4952.981934
	Iteration 15Q: 3 clusters Score -2466355 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2467034.000000 Penalty: 4952.981934
	Iteration 16Q: 3 clusters Score -2467034 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2467706.000000 Penalty: 4952.981934
	Iteration 17Q: 3 clusters Score -2467706 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2468257.000000 Penalty: 4952.981934
	Iteration 18Q: 3 clusters Score -2468257 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2468756.750000 Penalty: 4952.981934
	Iteration 19Q: 3 clusters Score -2468757 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2469188.250000 Penalty: 4952.981934
	Iteration 20F: 3 clusters Score -2469188 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2469519.500000 Penalty: 4952.981934
	Iteration 21Q: 3 clusters Score -2469520 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2469748.500000 Penalty: 4952.981934
	Iteration 22Q: 3 clusters Score -2469748 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2469920.000000 Penalty: 4952.981934
	Iteration 23Q: 3 clusters Score -2469920 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2470062.750000 Penalty: 4952.981934
	Iteration 24Q: 3 clusters Score -2470063 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2470164.500000 Penalty: 4952.981934
	Iteration 25Q: 3 clusters Score -2470164 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2470243.750000 Penalty: 4952.981934
	Iteration 26Q: 3 clusters Score -2470244 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2470292.750000 Penalty: 4952.981934
	Iteration 27Q: 3 clusters Score -2470293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2470331.250000 Penalty: 4952.981934
	Iteration 28Q: 3 clusters Score -2470331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2470367.500000 Penalty: 4952.981934
	Iteration 29Q: 3 clusters Score -2470368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2470403.000000 Penalty: 4952.981934
	Iteration 30Q: 3 clusters Score -2470403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2470422.250000 Penalty: 4952.981934
	Iteration 31Q: 3 clusters Score -2470422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2470435.000000 Penalty: 4952.981934
	Iteration 32Q: 3 clusters Score -2470435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2470454.500000 Penalty: 4952.981934
	Iteration 33Q: 3 clusters Score -2470454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2470462.500000 Penalty: 4952.981934
	Iteration 34Q: 3 clusters Score -2470462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2470465.500000 Penalty: 4952.981934
	Iteration 35Q: 3 clusters Score -2470466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2470463.000000 Penalty: 4952.981934
	Iteration 36Q: 3 clusters Score -2470463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2470468.250000 Penalty: 4952.981934
	Iteration 37Q: 3 clusters Score -2470468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2470473.500000 Penalty: 4952.981934
	Iteration 38Q: 3 clusters Score -2470474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2470486.000000 Penalty: 4952.981934
	Iteration 39Q: 3 clusters Score -2470486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2470492.500000 Penalty: 4952.981934
	Iteration 40F: 3 clusters Score -2470492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2470495.250000 Penalty: 4952.981934
	Iteration 41Q: 3 clusters Score -2470495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2470493.000000 Penalty: 4952.981934
	Iteration 42Q: 3 clusters Score -2470493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2470495.000000 Penalty: 4952.981934
	Iteration 43Q: 3 clusters Score -2470495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2470495.500000 Penalty: 4952.981934
	Iteration 44Q: 3 clusters Score -2470496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2470492.750000 Penalty: 4952.981934
	Iteration 45Q: 3 clusters Score -2470493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2470492.750000 Penalty: 4952.981934
	Iteration 46F: 3 clusters Score -2470493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Entering Unmasked Estep 
Score: -733149.437500 Penalty: 2180.966309
	Iteration 0F: 2 clusters Score -733149.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -727700.000000 Penalty: 4361.932617
	Iteration 0F: 3 clusters Score -727700 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -729297.937500 Penalty: 4361.932617
	Iteration 1F: 3 clusters Score -729297.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -729631.812500 Penalty: 4361.932617
	Iteration 2F: 3 clusters Score -729631.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -729850.500000 Penalty: 4361.932617
	Iteration 3F: 3 clusters Score -729850.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -730045.562500 Penalty: 4361.932617
	Iteration 4Q: 3 clusters Score -730045.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -730225.812500 Penalty: 4361.932617
	Iteration 5Q: 3 clusters Score -730225.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -730395.562500 Penalty: 4361.932617
	Iteration 6Q: 3 clusters Score -730395.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -730544.562500 Penalty: 4361.932617
	Iteration 7Q: 3 clusters Score -730544.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -730641.812500 Penalty: 4361.932617
	Iteration 8Q: 3 clusters Score -730641.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -730716.187500 Penalty: 4361.932617
	Iteration 9Q: 3 clusters Score -730716.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -730780.312500 Penalty: 4361.932617
	Iteration 10Q: 3 clusters Score -730780.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -730840.687500 Penalty: 4361.932617
	Iteration 11Q: 3 clusters Score -730840.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -730887.437500 Penalty: 4361.932617
	Iteration 12Q: 3 clusters Score -730887.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -730922.312500 Penalty: 4361.932617
	Iteration 13Q: 3 clusters Score -730922.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -730961.000000 Penalty: 4361.932617
	Iteration 14Q: 3 clusters Score -730961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -730981.875000 Penalty: 4361.932617
	Iteration 15Q: 3 clusters Score -730981.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -731008.000000 Penalty: 4361.932617
	Iteration 16Q: 3 clusters Score -731008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -731025.437500 Penalty: 4361.932617
	Iteration 17Q: 3 clusters Score -731025.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -731035.812500 Penalty: 4361.932617
	Iteration 18Q: 3 clusters Score -731035.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -731054.875000 Penalty: 4361.932617
	Iteration 19Q: 3 clusters Score -731054.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -731064.562500 Penalty: 4361.932617
	Iteration 20F: 3 clusters Score -731064.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -731069.812500 Penalty: 4361.932617
	Iteration 21Q: 3 clusters Score -731069.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -731075.750000 Penalty: 4361.932617
	Iteration 22Q: 3 clusters Score -731075.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -731081.187500 Penalty: 4361.932617
	Iteration 23Q: 3 clusters Score -731081.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -731084.687500 Penalty: 4361.932617
	Iteration 24Q: 3 clusters Score -731084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -731090.500000 Penalty: 4361.932617
	Iteration 25Q: 3 clusters Score -731090.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -731096.750000 Penalty: 4361.932617
	Iteration 26Q: 3 clusters Score -731096.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -731103.875000 Penalty: 4361.932617
	Iteration 27Q: 3 clusters Score -731103.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -731116.750000 Penalty: 4361.932617
	Iteration 28Q: 3 clusters Score -731116.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -731135.500000 Penalty: 4361.932617
	Iteration 29Q: 3 clusters Score -731135.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -731153.875000 Penalty: 4361.932617
	Iteration 30Q: 3 clusters Score -731153.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -731171.750000 Penalty: 4361.932617
	Iteration 31Q: 3 clusters Score -731171.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -731187.125000 Penalty: 4361.932617
	Iteration 32Q: 3 clusters Score -731187.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -731197.312500 Penalty: 4361.932617
	Iteration 33Q: 3 clusters Score -731197.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -731207.187500 Penalty: 4361.932617
	Iteration 34Q: 3 clusters Score -731207.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -731215.375000 Penalty: 4361.932617
	Iteration 35Q: 3 clusters Score -731215.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -731222.000000 Penalty: 4361.932617
	Iteration 36Q: 3 clusters Score -731222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -731224.562500 Penalty: 4361.932617
	Iteration 37Q: 3 clusters Score -731224.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -731232.125000 Penalty: 4361.932617
	Iteration 38Q: 3 clusters Score -731232.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -731235.562500 Penalty: 4361.932617
	Iteration 39Q: 3 clusters Score -731235.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -731240.562500 Penalty: 4361.932617
	Iteration 40F: 3 clusters Score -731240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -731242.250000 Penalty: 4361.932617
	Iteration 41Q: 3 clusters Score -731242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -731242.562500 Penalty: 4361.932617
	Iteration 42Q: 3 clusters Score -731242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -731243.875000 Penalty: 4361.932617
	Iteration 43Q: 3 clusters Score -731243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -731246.875000 Penalty: 4361.932617
	Iteration 44Q: 3 clusters Score -731246.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -731245.937500 Penalty: 4361.932617
	Iteration 45Q: 3 clusters Score -731245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -731246.125000 Penalty: 4361.932617
	Iteration 46Q: 3 clusters Score -731246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -731246.750000 Penalty: 4361.932617
	Iteration 47Q: 3 clusters Score -731246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -731247.187500 Penalty: 4361.932617
	Iteration 48Q: 3 clusters Score -731247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -731247.812500 Penalty: 4361.932617
	Iteration 49Q: 3 clusters Score -731247.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -731246.812500 Penalty: 4361.932617
	Iteration 50Q: 3 clusters Score -731246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -731248.187500 Penalty: 4361.932617
	Iteration 51Q: 3 clusters Score -731248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -731248.375000 Penalty: 4361.932617
	Iteration 52Q: 3 clusters Score -731248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -731248.625000 Penalty: 4361.932617
	Iteration 53Q: 3 clusters Score -731248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -731249.375000 Penalty: 4361.932617
	Iteration 54Q: 3 clusters Score -731249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -731249.500000 Penalty: 4361.932617
	Iteration 55Q: 3 clusters Score -731249.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -731250.687500 Penalty: 4361.932617
	Iteration 56Q: 3 clusters Score -731250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -731250.687500 Penalty: 4361.932617
	Iteration 57F: 3 clusters Score -731250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Entering Unmasked Estep 
Score: -421521.312500 Penalty: 2043.288208
	Iteration 0F: 2 clusters Score -421521.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -417782.875000 Penalty: 4086.576416
	Iteration 0F: 3 clusters Score -417782.9 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -418709.312500 Penalty: 4086.576416
	Iteration 1F: 3 clusters Score -418709.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -419017.375000 Penalty: 4086.576416
	Iteration 2F: 3 clusters Score -419017.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -419325.031250 Penalty: 4086.576416
	Iteration 3F: 3 clusters Score -419325 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -419597.031250 Penalty: 4086.576416
	Iteration 4F: 3 clusters Score -419597 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -419807.625000 Penalty: 4086.576416
	Iteration 5F: 3 clusters Score -419807.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -419933.562500 Penalty: 4086.576416
	Iteration 6Q: 3 clusters Score -419933.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -420021.468750 Penalty: 4086.576416
	Iteration 7Q: 3 clusters Score -420021.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -420083.781250 Penalty: 4086.576416
	Iteration 8Q: 3 clusters Score -420083.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -420130.625000 Penalty: 4086.576416
	Iteration 9Q: 3 clusters Score -420130.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -420164.718750 Penalty: 4086.576416
	Iteration 10Q: 3 clusters Score -420164.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -420187.031250 Penalty: 4086.576416
	Iteration 11Q: 3 clusters Score -420187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -420206.781250 Penalty: 4086.576416
	Iteration 12Q: 3 clusters Score -420206.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -420226.906250 Penalty: 4086.576416
	Iteration 13Q: 3 clusters Score -420226.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -420234.156250 Penalty: 4086.576416
	Iteration 14Q: 3 clusters Score -420234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -420240.406250 Penalty: 4086.576416
	Iteration 15Q: 3 clusters Score -420240.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -420245.906250 Penalty: 4086.576416
	Iteration 16Q: 3 clusters Score -420245.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -420251.218750 Penalty: 4086.576416
	Iteration 17Q: 3 clusters Score -420251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -420257.156250 Penalty: 4086.576416
	Iteration 18Q: 3 clusters Score -420257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -420263.968750 Penalty: 4086.576416
	Iteration 19Q: 3 clusters Score -420264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -420270.593750 Penalty: 4086.576416
	Iteration 20F: 3 clusters Score -420270.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -420277.250000 Penalty: 4086.576416
	Iteration 21Q: 3 clusters Score -420277.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -420280.875000 Penalty: 4086.576416
	Iteration 22Q: 3 clusters Score -420280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -420284.000000 Penalty: 4086.576416
	Iteration 23Q: 3 clusters Score -420284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -420283.750000 Penalty: 4086.576416
	Iteration 24Q: 3 clusters Score -420283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -420283.750000 Penalty: 4086.576416
	Iteration 25F: 3 clusters Score -420283.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (186581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186581 members 
Entering Unmasked Estep 
Score: -21729440.000000 Penalty: 3009.881836
	Iteration 0F: 2 clusters Score -2.172944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -21608608.000000 Penalty: 6019.763672
	Iteration 0F: 3 clusters Score -2.160861e+07 nChanged 89447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88677 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -21661424.000000 Penalty: 6019.763672
	Iteration 1F: 3 clusters Score -2.166142e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85976 members 
Mstep: Class 2 contains 100605 members 
Entering Unmasked Estep 
Score: -21662718.000000 Penalty: 6019.763672
	Iteration 2Q: 3 clusters Score -2.166272e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 104903 members 
Entering Unmasked Estep 
Score: -21664830.000000 Penalty: 6019.763672
	Iteration 3Q: 3 clusters Score -2.166483e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -21668288.000000 Penalty: 6019.763672
	Iteration 4Q: 3 clusters Score -2.166829e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -21674918.000000 Penalty: 6019.763672
	Iteration 5F: 3 clusters Score -2.167492e+07 nChanged 14213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 134158 members 
Entering Unmasked Estep 
Score: -21685552.000000 Penalty: 6019.763672
	Iteration 6F: 3 clusters Score -2.168555e+07 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 148744 members 
Entering Unmasked Estep 
Score: -21698972.000000 Penalty: 6019.763672
	Iteration 7F: 3 clusters Score -2.169897e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 161512 members 
Entering Unmasked Estep 
Score: -21710716.000000 Penalty: 6019.763672
	Iteration 8F: 3 clusters Score -2.171072e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 170154 members 
Entering Unmasked Estep 
Score: -21718536.000000 Penalty: 6019.763672
	Iteration 9Q: 3 clusters Score -2.171854e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 175031 members 
Entering Unmasked Estep 
Score: -21723186.000000 Penalty: 6019.763672
	Iteration 10Q: 3 clusters Score -2.172319e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 177291 members 
Entering Unmasked Estep 
Score: -21725524.000000 Penalty: 6019.763672
	Iteration 11Q: 3 clusters Score -2.172552e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 178352 members 
Entering Unmasked Estep 
Score: -21726584.000000 Penalty: 6019.763672
	Iteration 12Q: 3 clusters Score -2.172658e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -21727228.000000 Penalty: 6019.763672
	Iteration 13Q: 3 clusters Score -2.172723e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 179652 members 
Entering Unmasked Estep 
Score: -21727602.000000 Penalty: 6019.763672
	Iteration 14Q: 3 clusters Score -2.17276e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -21727706.000000 Penalty: 6019.763672
	Iteration 15Q: 3 clusters Score -2.172771e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 180427 members 
Entering Unmasked Estep 
Score: -21727868.000000 Penalty: 6019.763672
	Iteration 16Q: 3 clusters Score -2.172787e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 180728 members 
Entering Unmasked Estep 
Score: -21728012.000000 Penalty: 6019.763672
	Iteration 17Q: 3 clusters Score -2.172801e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -21728054.000000 Penalty: 6019.763672
	Iteration 18Q: 3 clusters Score -2.172805e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 181194 members 
Entering Unmasked Estep 
Score: -21728070.000000 Penalty: 6019.763672
	Iteration 19Q: 3 clusters Score -2.172807e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 181413 members 
Entering Unmasked Estep 
Score: -21728126.000000 Penalty: 6019.763672
	Iteration 20F: 3 clusters Score -2.172813e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 181611 members 
Entering Unmasked Estep 
Score: -21728224.000000 Penalty: 6019.763672
	Iteration 21Q: 3 clusters Score -2.172822e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 181775 members 
Entering Unmasked Estep 
Score: -21728252.000000 Penalty: 6019.763672
	Iteration 22Q: 3 clusters Score -2.172825e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 181921 members 
Entering Unmasked Estep 
Score: -21728252.000000 Penalty: 6019.763672
	Iteration 23Q: 3 clusters Score -2.172825e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 182037 members 
Entering Unmasked Estep 
Score: -21728306.000000 Penalty: 6019.763672
	Iteration 24Q: 3 clusters Score -2.172831e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 182147 members 
Entering Unmasked Estep 
Score: -21728296.000000 Penalty: 6019.763672
	Iteration 25Q: 3 clusters Score -2.17283e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 182241 members 
Entering Unmasked Estep 
Score: -21728294.000000 Penalty: 6019.763672
	Iteration 26Q: 3 clusters Score -2.172829e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 182313 members 
Entering Unmasked Estep 
Score: -21728292.000000 Penalty: 6019.763672
	Iteration 27Q: 3 clusters Score -2.172829e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 182385 members 
Entering Unmasked Estep 
Score: -21728328.000000 Penalty: 6019.763672
	Iteration 28Q: 3 clusters Score -2.172833e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 182456 members 
Entering Unmasked Estep 
Score: -21728360.000000 Penalty: 6019.763672
	Iteration 29Q: 3 clusters Score -2.172836e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 182523 members 
Entering Unmasked Estep 
Score: -21728398.000000 Penalty: 6019.763672
	Iteration 30Q: 3 clusters Score -2.17284e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 182563 members 
Entering Unmasked Estep 
Score: -21728384.000000 Penalty: 6019.763672
	Iteration 31Q: 3 clusters Score -2.172838e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 182598 members 
Entering Unmasked Estep 
Score: -21728362.000000 Penalty: 6019.763672
	Iteration 32Q: 3 clusters Score -2.172836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 182629 members 
Entering Unmasked Estep 
Score: -21728380.000000 Penalty: 6019.763672
	Iteration 33Q: 3 clusters Score -2.172838e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 182662 members 
Entering Unmasked Estep 
Score: -21728400.000000 Penalty: 6019.763672
	Iteration 34Q: 3 clusters Score -2.17284e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 182684 members 
Entering Unmasked Estep 
Score: -21728438.000000 Penalty: 6019.763672
	Iteration 35Q: 3 clusters Score -2.172844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 182709 members 
Entering Unmasked Estep 
Score: -21728426.000000 Penalty: 6019.763672
	Iteration 36Q: 3 clusters Score -2.172843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 182730 members 
Entering Unmasked Estep 
Score: -21728442.000000 Penalty: 6019.763672
	Iteration 37Q: 3 clusters Score -2.172844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 182746 members 
Entering Unmasked Estep 
Score: -21728436.000000 Penalty: 6019.763672
	Iteration 38Q: 3 clusters Score -2.172844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -21728426.000000 Penalty: 6019.763672
	Iteration 39Q: 3 clusters Score -2.172843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 182768 members 
Entering Unmasked Estep 
Score: -21728412.000000 Penalty: 6019.763672
	Iteration 40F: 3 clusters Score -2.172841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 182770 members 
Entering Unmasked Estep 
Score: -21728414.000000 Penalty: 6019.763672
	Iteration 41Q: 3 clusters Score -2.172841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 182772 members 
Entering Unmasked Estep 
Score: -21728428.000000 Penalty: 6019.763672
	Iteration 42Q: 3 clusters Score -2.172843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 182775 members 
Entering Unmasked Estep 
Score: -21728426.000000 Penalty: 6019.763672
	Iteration 43Q: 3 clusters Score -2.172843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 182775 members 
Entering Unmasked Estep 
Score: -21728426.000000 Penalty: 6019.763672
	Iteration 44F: 3 clusters Score -2.172843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (172969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172969 members 
Entering Unmasked Estep 
Score: -20008110.000000 Penalty: 2991.095215
	Iteration 0F: 2 clusters Score -2.000811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -19893316.000000 Penalty: 5982.190430
	Iteration 0F: 3 clusters Score -1.989332e+07 nChanged 83129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -19941776.000000 Penalty: 5982.190430
	Iteration 1F: 3 clusters Score -1.994178e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -19942890.000000 Penalty: 5982.190430
	Iteration 2Q: 3 clusters Score -1.994289e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -19944484.000000 Penalty: 5982.190430
	Iteration 3Q: 3 clusters Score -1.994448e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83566 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -19946406.000000 Penalty: 5982.190430
	Iteration 4Q: 3 clusters Score -1.994641e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81129 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -19948914.000000 Penalty: 5982.190430
	Iteration 5Q: 3 clusters Score -1.994891e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 95254 members 
Entering Unmasked Estep 
Score: -19952466.000000 Penalty: 5982.190430
	Iteration 6Q: 3 clusters Score -1.995247e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73255 members 
Mstep: Class 2 contains 99714 members 
Entering Unmasked Estep 
Score: -19956766.000000 Penalty: 5982.190430
	Iteration 7F: 3 clusters Score -1.995677e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -19960912.000000 Penalty: 5982.190430
	Iteration 8F: 3 clusters Score -1.996091e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -19965626.000000 Penalty: 5982.190430
	Iteration 9F: 3 clusters Score -1.996563e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 117880 members 
Entering Unmasked Estep 
Score: -19970218.000000 Penalty: 5982.190430
	Iteration 10F: 3 clusters Score -1.997022e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 125435 members 
Entering Unmasked Estep 
Score: -19975142.000000 Penalty: 5982.190430
	Iteration 11F: 3 clusters Score -1.997514e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 133444 members 
Entering Unmasked Estep 
Score: -19980692.000000 Penalty: 5982.190430
	Iteration 12F: 3 clusters Score -1.998069e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 141374 members 
Entering Unmasked Estep 
Score: -19986206.000000 Penalty: 5982.190430
	Iteration 13Q: 3 clusters Score -1.998621e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 148677 members 
Entering Unmasked Estep 
Score: -19991464.000000 Penalty: 5982.190430
	Iteration 14Q: 3 clusters Score -1.999146e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -19996066.000000 Penalty: 5982.190430
	Iteration 15Q: 3 clusters Score -1.999607e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 159337 members 
Entering Unmasked Estep 
Score: -19999404.000000 Penalty: 5982.190430
	Iteration 16Q: 3 clusters Score -1.99994e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 162615 members 
Entering Unmasked Estep 
Score: -20001616.000000 Penalty: 5982.190430
	Iteration 17Q: 3 clusters Score -2.000162e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 164895 members 
Entering Unmasked Estep 
Score: -20003014.000000 Penalty: 5982.190430
	Iteration 18Q: 3 clusters Score -2.000301e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -20003914.000000 Penalty: 5982.190430
	Iteration 19Q: 3 clusters Score -2.000391e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 167485 members 
Entering Unmasked Estep 
Score: -20004460.000000 Penalty: 5982.190430
	Iteration 20F: 3 clusters Score -2.000446e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 168249 members 
Entering Unmasked Estep 
Score: -20004914.000000 Penalty: 5982.190430
	Iteration 21Q: 3 clusters Score -2.000491e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 168832 members 
Entering Unmasked Estep 
Score: -20005134.000000 Penalty: 5982.190430
	Iteration 22Q: 3 clusters Score -2.000513e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 169310 members 
Entering Unmasked Estep 
Score: -20005288.000000 Penalty: 5982.190430
	Iteration 23Q: 3 clusters Score -2.000529e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 169705 members 
Entering Unmasked Estep 
Score: -20005452.000000 Penalty: 5982.190430
	Iteration 24Q: 3 clusters Score -2.000545e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 170029 members 
Entering Unmasked Estep 
Score: -20005560.000000 Penalty: 5982.190430
	Iteration 25Q: 3 clusters Score -2.000556e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 170282 members 
Entering Unmasked Estep 
Score: -20005608.000000 Penalty: 5982.190430
	Iteration 26Q: 3 clusters Score -2.000561e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 170497 members 
Entering Unmasked Estep 
Score: -20005674.000000 Penalty: 5982.190430
	Iteration 27Q: 3 clusters Score -2.000567e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 170650 members 
Entering Unmasked Estep 
Score: -20005700.000000 Penalty: 5982.190430
	Iteration 28Q: 3 clusters Score -2.00057e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 170769 members 
Entering Unmasked Estep 
Score: -20005742.000000 Penalty: 5982.190430
	Iteration 29Q: 3 clusters Score -2.000574e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -20005784.000000 Penalty: 5982.190430
	Iteration 30Q: 3 clusters Score -2.000578e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 170928 members 
Entering Unmasked Estep 
Score: -20005828.000000 Penalty: 5982.190430
	Iteration 31Q: 3 clusters Score -2.000583e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -20005848.000000 Penalty: 5982.190430
	Iteration 32Q: 3 clusters Score -2.000585e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 171060 members 
Entering Unmasked Estep 
Score: -20005882.000000 Penalty: 5982.190430
	Iteration 33Q: 3 clusters Score -2.000588e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -20005880.000000 Penalty: 5982.190430
	Iteration 34Q: 3 clusters Score -2.000588e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 171155 members 
Entering Unmasked Estep 
Score: -20005884.000000 Penalty: 5982.190430
	Iteration 35Q: 3 clusters Score -2.000588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 171204 members 
Entering Unmasked Estep 
Score: -20005914.000000 Penalty: 5982.190430
	Iteration 36Q: 3 clusters Score -2.000591e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 171225 members 
Entering Unmasked Estep 
Score: -20005906.000000 Penalty: 5982.190430
	Iteration 37Q: 3 clusters Score -2.000591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -20005926.000000 Penalty: 5982.190430
	Iteration 38Q: 3 clusters Score -2.000593e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 171261 members 
Entering Unmasked Estep 
Score: -20005942.000000 Penalty: 5982.190430
	Iteration 39Q: 3 clusters Score -2.000594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 171285 members 
Entering Unmasked Estep 
Score: -20005926.000000 Penalty: 5982.190430
	Iteration 40F: 3 clusters Score -2.000593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -20005908.000000 Penalty: 5982.190430
	Iteration 41Q: 3 clusters Score -2.000591e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -20005916.000000 Penalty: 5982.190430
	Iteration 42Q: 3 clusters Score -2.000592e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 171338 members 
Entering Unmasked Estep 
Score: -20005940.000000 Penalty: 5982.190430
	Iteration 43Q: 3 clusters Score -2.000594e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 171355 members 
Entering Unmasked Estep 
Score: -20005936.000000 Penalty: 5982.190430
	Iteration 44Q: 3 clusters Score -2.000594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 171368 members 
Entering Unmasked Estep 
Score: -20005962.000000 Penalty: 5982.190430
	Iteration 45Q: 3 clusters Score -2.000596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -20005964.000000 Penalty: 5982.190430
	Iteration 46Q: 3 clusters Score -2.000596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -20005970.000000 Penalty: 5982.190430
	Iteration 47Q: 3 clusters Score -2.000597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 171379 members 
Entering Unmasked Estep 
Score: -20005962.000000 Penalty: 5982.190430
	Iteration 48Q: 3 clusters Score -2.000596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -20005972.000000 Penalty: 5982.190430
	Iteration 49Q: 3 clusters Score -2.000597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 171379 members 
Entering Unmasked Estep 
Score: -20005984.000000 Penalty: 5982.190430
	Iteration 50Q: 3 clusters Score -2.000598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 171382 members 
Entering Unmasked Estep 
Score: -20005970.000000 Penalty: 5982.190430
	Iteration 51Q: 3 clusters Score -2.000597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5982.190430
	Iteration 52Q: 3 clusters Score -2.000597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 171387 members 
Entering Unmasked Estep 
Score: -20005970.000000 Penalty: 5982.190430
	Iteration 53Q: 3 clusters Score -2.000597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 171389 members 
Entering Unmasked Estep 
Score: -20005974.000000 Penalty: 5982.190430
	Iteration 54Q: 3 clusters Score -2.000597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -20005976.000000 Penalty: 5982.190430
	Iteration 55Q: 3 clusters Score -2.000598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -20005960.000000 Penalty: 5982.190430
	Iteration 56Q: 3 clusters Score -2.000596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 171398 members 
Entering Unmasked Estep 
Score: -20005960.000000 Penalty: 5982.190430
	Iteration 57Q: 3 clusters Score -2.000596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 171400 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5982.190430
	Iteration 58Q: 3 clusters Score -2.000597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -20005960.000000 Penalty: 5982.190430
	Iteration 59Q: 3 clusters Score -2.000596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 171405 members 
Entering Unmasked Estep 
Score: -20005964.000000 Penalty: 5982.190430
	Iteration 60F: 3 clusters Score -2.000596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5982.190430
	Iteration 61Q: 3 clusters Score -2.000597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 171410 members 
Entering Unmasked Estep 
Score: -20005962.000000 Penalty: 5982.190430
	Iteration 62Q: 3 clusters Score -2.000596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 171416 members 
Entering Unmasked Estep 
Score: -20005974.000000 Penalty: 5982.190430
	Iteration 63Q: 3 clusters Score -2.000597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 171421 members 
Entering Unmasked Estep 
Score: -20005962.000000 Penalty: 5982.190430
	Iteration 64Q: 3 clusters Score -2.000596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 171427 members 
Entering Unmasked Estep 
Score: -20005974.000000 Penalty: 5982.190430
	Iteration 65Q: 3 clusters Score -2.000597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 171436 members 
Entering Unmasked Estep 
Score: -20005974.000000 Penalty: 5982.190430
	Iteration 66Q: 3 clusters Score -2.000597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5982.190430
	Iteration 67Q: 3 clusters Score -2.000597e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 171457 members 
Entering Unmasked Estep 
Score: -20005960.000000 Penalty: 5982.190430
	Iteration 68Q: 3 clusters Score -2.000596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -20005988.000000 Penalty: 5982.190430
	Iteration 69Q: 3 clusters Score -2.000599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 171480 members 
Entering Unmasked Estep 
Score: -20005990.000000 Penalty: 5982.190430
	Iteration 70Q: 3 clusters Score -2.000599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 171487 members 
Entering Unmasked Estep 
Score: -20005984.000000 Penalty: 5982.190430
	Iteration 71Q: 3 clusters Score -2.000598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 171497 members 
Entering Unmasked Estep 
Score: -20005982.000000 Penalty: 5982.190430
	Iteration 72Q: 3 clusters Score -2.000598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 171504 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5982.190430
	Iteration 73Q: 3 clusters Score -2.000597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 171510 members 
Entering Unmasked Estep 
Score: -20005972.000000 Penalty: 5982.190430
	Iteration 74Q: 3 clusters Score -2.000597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 171514 members 
Entering Unmasked Estep 
Score: -20005974.000000 Penalty: 5982.190430
	Iteration 75Q: 3 clusters Score -2.000597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -20006000.000000 Penalty: 5982.190430
	Iteration 76Q: 3 clusters Score -2.0006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 171521 members 
Entering Unmasked Estep 
Score: -20005992.000000 Penalty: 5982.190430
	Iteration 77Q: 3 clusters Score -2.000599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 171523 members 
Entering Unmasked Estep 
Score: -20005986.000000 Penalty: 5982.190430
	Iteration 78Q: 3 clusters Score -2.000599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 171527 members 
Entering Unmasked Estep 
Score: -20005998.000000 Penalty: 5982.190430
	Iteration 79Q: 3 clusters Score -2.0006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 171532 members 
Entering Unmasked Estep 
Score: -20005992.000000 Penalty: 5982.190430
	Iteration 80F: 3 clusters Score -2.000599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -20005992.000000 Penalty: 5982.190430
	Iteration 81Q: 3 clusters Score -2.000599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -20005988.000000 Penalty: 5982.190430
	Iteration 82Q: 3 clusters Score -2.000599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -20005978.000000 Penalty: 5982.190430
	Iteration 83Q: 3 clusters Score -2.000598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 171541 members 
Entering Unmasked Estep 
Score: -20005978.000000 Penalty: 5982.190430
	Iteration 84F: 3 clusters Score -2.000598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Entering Unmasked Estep 
Score: -2118232.250000 Penalty: 2447.678711
	Iteration 0F: 2 clusters Score -2118232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2104758.000000 Penalty: 4895.357422
	Iteration 0F: 3 clusters Score -2104758 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2110214.000000 Penalty: 4895.357422
	Iteration 1F: 3 clusters Score -2110214 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2111385.500000 Penalty: 4895.357422
	Iteration 2F: 3 clusters Score -2111386 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2112202.750000 Penalty: 4895.357422
	Iteration 3F: 3 clusters Score -2112203 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2112782.250000 Penalty: 4895.357422
	Iteration 4F: 3 clusters Score -2112782 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2113159.250000 Penalty: 4895.357422
	Iteration 5Q: 3 clusters Score -2113159 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2113462.750000 Penalty: 4895.357422
	Iteration 6Q: 3 clusters Score -2113463 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2113731.000000 Penalty: 4895.357422
	Iteration 7Q: 3 clusters Score -2113731 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2114034.500000 Penalty: 4895.357422
	Iteration 8Q: 3 clusters Score -2114034 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2114458.000000 Penalty: 4895.357422
	Iteration 9Q: 3 clusters Score -2114458 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2114974.000000 Penalty: 4895.357422
	Iteration 10Q: 3 clusters Score -2114974 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2115560.000000 Penalty: 4895.357422
	Iteration 11Q: 3 clusters Score -2115560 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2116188.250000 Penalty: 4895.357422
	Iteration 12Q: 3 clusters Score -2116188 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2116817.000000 Penalty: 4895.357422
	Iteration 13Q: 3 clusters Score -2116817 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2117272.250000 Penalty: 4895.357422
	Iteration 14Q: 3 clusters Score -2117272 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2117562.750000 Penalty: 4895.357422
	Iteration 15Q: 3 clusters Score -2117563 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2117752.000000 Penalty: 4895.357422
	Iteration 16Q: 3 clusters Score -2117752 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2117896.250000 Penalty: 4895.357422
	Iteration 17Q: 3 clusters Score -2117896 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -2117997.000000 Penalty: 4895.357422
	Iteration 18Q: 3 clusters Score -2117997 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2118059.250000 Penalty: 4895.357422
	Iteration 19Q: 3 clusters Score -2118059 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2118116.000000 Penalty: 4895.357422
	Iteration 20F: 3 clusters Score -2118116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2118181.500000 Penalty: 4895.357422
	Iteration 21Q: 3 clusters Score -2118182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2118224.250000 Penalty: 4895.357422
	Iteration 22Q: 3 clusters Score -2118224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2118255.500000 Penalty: 4895.357422
	Iteration 23Q: 3 clusters Score -2118256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2118272.000000 Penalty: 4895.357422
	Iteration 24Q: 3 clusters Score -2118272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2118296.750000 Penalty: 4895.357422
	Iteration 25Q: 3 clusters Score -2118297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2118300.250000 Penalty: 4895.357422
	Iteration 26Q: 3 clusters Score -2118300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2118318.000000 Penalty: 4895.357422
	Iteration 27Q: 3 clusters Score -2118318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2118326.250000 Penalty: 4895.357422
	Iteration 28Q: 3 clusters Score -2118326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2118330.500000 Penalty: 4895.357422
	Iteration 29Q: 3 clusters Score -2118330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2118336.000000 Penalty: 4895.357422
	Iteration 30Q: 3 clusters Score -2118336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2118340.000000 Penalty: 4895.357422
	Iteration 31Q: 3 clusters Score -2118340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2118344.500000 Penalty: 4895.357422
	Iteration 32Q: 3 clusters Score -2118344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2118346.000000 Penalty: 4895.357422
	Iteration 33Q: 3 clusters Score -2118346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2118349.500000 Penalty: 4895.357422
	Iteration 34Q: 3 clusters Score -2118350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2118348.250000 Penalty: 4895.357422
	Iteration 35Q: 3 clusters Score -2118348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2118354.250000 Penalty: 4895.357422
	Iteration 36Q: 3 clusters Score -2118354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2118361.250000 Penalty: 4895.357422
	Iteration 37Q: 3 clusters Score -2118361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2118356.750000 Penalty: 4895.357422
	Iteration 38Q: 3 clusters Score -2118357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2118360.750000 Penalty: 4895.357422
	Iteration 39Q: 3 clusters Score -2118361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2118363.250000 Penalty: 4895.357422
	Iteration 40F: 3 clusters Score -2118363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2118361.500000 Penalty: 4895.357422
	Iteration 41Q: 3 clusters Score -2118362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2118363.250000 Penalty: 4895.357422
	Iteration 42Q: 3 clusters Score -2118363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2118362.500000 Penalty: 4895.357422
	Iteration 43Q: 3 clusters Score -2118362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2118365.500000 Penalty: 4895.357422
	Iteration 44Q: 3 clusters Score -2118366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2118363.500000 Penalty: 4895.357422
	Iteration 45Q: 3 clusters Score -2118364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2118363.000000 Penalty: 4895.357422
	Iteration 46Q: 3 clusters Score -2118363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2118362.000000 Penalty: 4895.357422
	Iteration 47Q: 3 clusters Score -2118362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2118361.750000 Penalty: 4895.357422
	Iteration 48Q: 3 clusters Score -2118362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2118364.000000 Penalty: 4895.357422
	Iteration 49Q: 3 clusters Score -2118364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2118364.000000 Penalty: 4895.357422
	Iteration 50F: 3 clusters Score -2118364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 32442 members 
Mstep: Class 3 contains 94149 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241192 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 161505 members 
Mstep: Class 12 contains 23421 members 
Mstep: Class 13 contains 33411 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 59566 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 175507 members 
Mstep: Class 27 contains 21717 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186581 members 
Mstep: Class 31 contains 172969 members 
Mstep: Class 32 contains 16749 members 
Mstep: Class 33 contains 41645 members 
Mstep: Class 34 contains 131472 members 
Mstep: Class 35 contains 162629 members 
Mstep: Class 36 contains 19858 members 
Mstep: Class 37 contains 939 members 
Mstep: Class 38 contains 2586 members 
Entering Unmasked Estep 
Score: -225954880.000000 Penalty: 136791.531250
Splitting cluster 32 changes total score from -225955296.000000 to -225954880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (41645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Entering Unmasked Estep 
Score: -4470609.500000 Penalty: 2637.960205
	Iteration 0F: 2 clusters Score -4470610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4442497.500000 Penalty: 5275.920410
	Iteration 0F: 3 clusters Score -4442498 nChanged 19198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4453867.000000 Penalty: 5275.920410
	Iteration 1F: 3 clusters Score -4453867 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -4455195.500000 Penalty: 5275.920410
	Iteration 2F: 3 clusters Score -4455196 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4456738.500000 Penalty: 5275.920410
	Iteration 3F: 3 clusters Score -4456738 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -4458559.500000 Penalty: 5275.920410
	Iteration 4F: 3 clusters Score -4458560 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -4460483.000000 Penalty: 5275.920410
	Iteration 5F: 3 clusters Score -4460483 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4462410.000000 Penalty: 5275.920410
	Iteration 6F: 3 clusters Score -4462410 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -4464153.500000 Penalty: 5275.920410
	Iteration 7F: 3 clusters Score -4464154 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4465581.000000 Penalty: 5275.920410
	Iteration 8Q: 3 clusters Score -4465581 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4466660.000000 Penalty: 5275.920410
	Iteration 9Q: 3 clusters Score -4466660 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -4467428.000000 Penalty: 5275.920410
	Iteration 10Q: 3 clusters Score -4467428 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4468014.500000 Penalty: 5275.920410
	Iteration 11Q: 3 clusters Score -4468014 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -4468416.500000 Penalty: 5275.920410
	Iteration 12Q: 3 clusters Score -4468416 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -4468761.000000 Penalty: 5275.920410
	Iteration 13Q: 3 clusters Score -4468761 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4469022.000000 Penalty: 5275.920410
	Iteration 14Q: 3 clusters Score -4469022 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -4469131.000000 Penalty: 5275.920410
	Iteration 15Q: 3 clusters Score -4469131 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -4469220.500000 Penalty: 5275.920410
	Iteration 16Q: 3 clusters Score -4469220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -4469280.000000 Penalty: 5275.920410
	Iteration 17Q: 3 clusters Score -4469280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -4469328.000000 Penalty: 5275.920410
	Iteration 18Q: 3 clusters Score -4469328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -4469345.500000 Penalty: 5275.920410
	Iteration 19Q: 3 clusters Score -4469346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -4469383.000000 Penalty: 5275.920410
	Iteration 20F: 3 clusters Score -4469383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4469392.000000 Penalty: 5275.920410
	Iteration 21Q: 3 clusters Score -4469392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -4469393.000000 Penalty: 5275.920410
	Iteration 22Q: 3 clusters Score -4469393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -4469403.000000 Penalty: 5275.920410
	Iteration 23Q: 3 clusters Score -4469403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -4469413.500000 Penalty: 5275.920410
	Iteration 24Q: 3 clusters Score -4469414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -4469411.500000 Penalty: 5275.920410
	Iteration 25Q: 3 clusters Score -4469412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -4469413.000000 Penalty: 5275.920410
	Iteration 26Q: 3 clusters Score -4469413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4469414.500000 Penalty: 5275.920410
	Iteration 27Q: 3 clusters Score -4469414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4469419.500000 Penalty: 5275.920410
	Iteration 28Q: 3 clusters Score -4469420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -4469417.000000 Penalty: 5275.920410
	Iteration 29Q: 3 clusters Score -4469417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -4469423.000000 Penalty: 5275.920410
	Iteration 30Q: 3 clusters Score -4469423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4469427.000000 Penalty: 5275.920410
	Iteration 31Q: 3 clusters Score -4469427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -4469429.000000 Penalty: 5275.920410
	Iteration 32Q: 3 clusters Score -4469429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -4469433.000000 Penalty: 5275.920410
	Iteration 33Q: 3 clusters Score -4469433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4469436.500000 Penalty: 5275.920410
	Iteration 34Q: 3 clusters Score -4469436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4469436.500000 Penalty: 5275.920410
	Iteration 35F: 3 clusters Score -4469436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (131472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131472 members 
Entering Unmasked Estep 
Score: -14984623.000000 Penalty: 2923.064209
	Iteration 0F: 2 clusters Score -1.498462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -14896698.000000 Penalty: 5846.128418
	Iteration 0F: 3 clusters Score -1.48967e+07 nChanged 62526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -14933224.000000 Penalty: 5846.128418
	Iteration 1F: 3 clusters Score -1.493322e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -14934596.000000 Penalty: 5846.128418
	Iteration 2Q: 3 clusters Score -1.49346e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -14936839.000000 Penalty: 5846.128418
	Iteration 3Q: 3 clusters Score -1.493684e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -14940445.000000 Penalty: 5846.128418
	Iteration 4F: 3 clusters Score -1.494044e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -14946207.000000 Penalty: 5846.128418
	Iteration 5F: 3 clusters Score -1.494621e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -14953445.000000 Penalty: 5846.128418
	Iteration 6F: 3 clusters Score -1.495344e+07 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 97972 members 
Entering Unmasked Estep 
Score: -14961292.000000 Penalty: 5846.128418
	Iteration 7F: 3 clusters Score -1.496129e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 104362 members 
Entering Unmasked Estep 
Score: -14968232.000000 Penalty: 5846.128418
	Iteration 8F: 3 clusters Score -1.496823e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -14973046.000000 Penalty: 5846.128418
	Iteration 9Q: 3 clusters Score -1.497305e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 112132 members 
Entering Unmasked Estep 
Score: -14976150.000000 Penalty: 5846.128418
	Iteration 10Q: 3 clusters Score -1.497615e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 114516 members 
Entering Unmasked Estep 
Score: -14978250.000000 Penalty: 5846.128418
	Iteration 11Q: 3 clusters Score -1.497825e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -14979582.000000 Penalty: 5846.128418
	Iteration 12Q: 3 clusters Score -1.497958e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -14980646.000000 Penalty: 5846.128418
	Iteration 13Q: 3 clusters Score -1.498065e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -14981340.000000 Penalty: 5846.128418
	Iteration 14Q: 3 clusters Score -1.498134e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -14981881.000000 Penalty: 5846.128418
	Iteration 15Q: 3 clusters Score -1.498188e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -14982123.000000 Penalty: 5846.128418
	Iteration 16Q: 3 clusters Score -1.498212e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 121555 members 
Entering Unmasked Estep 
Score: -14982276.000000 Penalty: 5846.128418
	Iteration 17Q: 3 clusters Score -1.498228e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 122048 members 
Entering Unmasked Estep 
Score: -14982387.000000 Penalty: 5846.128418
	Iteration 18Q: 3 clusters Score -1.498239e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -14982526.000000 Penalty: 5846.128418
	Iteration 19Q: 3 clusters Score -1.498253e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 122792 members 
Entering Unmasked Estep 
Score: -14982679.000000 Penalty: 5846.128418
	Iteration 20F: 3 clusters Score -1.498268e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 123104 members 
Entering Unmasked Estep 
Score: -14982691.000000 Penalty: 5846.128418
	Iteration 21Q: 3 clusters Score -1.498269e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 123376 members 
Entering Unmasked Estep 
Score: -14982720.000000 Penalty: 5846.128418
	Iteration 22Q: 3 clusters Score -1.498272e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 123604 members 
Entering Unmasked Estep 
Score: -14982747.000000 Penalty: 5846.128418
	Iteration 23Q: 3 clusters Score -1.498275e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 123813 members 
Entering Unmasked Estep 
Score: -14982777.000000 Penalty: 5846.128418
	Iteration 24Q: 3 clusters Score -1.498278e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -14982783.000000 Penalty: 5846.128418
	Iteration 25Q: 3 clusters Score -1.498278e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -14982858.000000 Penalty: 5846.128418
	Iteration 26Q: 3 clusters Score -1.498286e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 124368 members 
Entering Unmasked Estep 
Score: -14982912.000000 Penalty: 5846.128418
	Iteration 27Q: 3 clusters Score -1.498291e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 124525 members 
Entering Unmasked Estep 
Score: -14982964.000000 Penalty: 5846.128418
	Iteration 28Q: 3 clusters Score -1.498296e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 124649 members 
Entering Unmasked Estep 
Score: -14982997.000000 Penalty: 5846.128418
	Iteration 29Q: 3 clusters Score -1.4983e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -14983008.000000 Penalty: 5846.128418
	Iteration 30Q: 3 clusters Score -1.498301e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 124901 members 
Entering Unmasked Estep 
Score: -14983033.000000 Penalty: 5846.128418
	Iteration 31Q: 3 clusters Score -1.498303e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 125043 members 
Entering Unmasked Estep 
Score: -14983058.000000 Penalty: 5846.128418
	Iteration 32Q: 3 clusters Score -1.498306e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 125172 members 
Entering Unmasked Estep 
Score: -14983113.000000 Penalty: 5846.128418
	Iteration 33Q: 3 clusters Score -1.498311e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -14983099.000000 Penalty: 5846.128418
	Iteration 34Q: 3 clusters Score -1.49831e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -14983164.000000 Penalty: 5846.128418
	Iteration 35Q: 3 clusters Score -1.498316e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 125515 members 
Entering Unmasked Estep 
Score: -14983209.000000 Penalty: 5846.128418
	Iteration 36Q: 3 clusters Score -1.498321e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -14983250.000000 Penalty: 5846.128418
	Iteration 37Q: 3 clusters Score -1.498325e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 125699 members 
Entering Unmasked Estep 
Score: -14983251.000000 Penalty: 5846.128418
	Iteration 38Q: 3 clusters Score -1.498325e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 125787 members 
Entering Unmasked Estep 
Score: -14983255.000000 Penalty: 5846.128418
	Iteration 39Q: 3 clusters Score -1.498326e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 125869 members 
Entering Unmasked Estep 
Score: -14983248.000000 Penalty: 5846.128418
	Iteration 40F: 3 clusters Score -1.498325e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 125951 members 
Entering Unmasked Estep 
Score: -14983269.000000 Penalty: 5846.128418
	Iteration 41Q: 3 clusters Score -1.498327e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -14983254.000000 Penalty: 5846.128418
	Iteration 42Q: 3 clusters Score -1.498325e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 126109 members 
Entering Unmasked Estep 
Score: -14983268.000000 Penalty: 5846.128418
	Iteration 43Q: 3 clusters Score -1.498327e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -14983255.000000 Penalty: 5846.128418
	Iteration 44Q: 3 clusters Score -1.498326e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 126239 members 
Entering Unmasked Estep 
Score: -14983263.000000 Penalty: 5846.128418
	Iteration 45Q: 3 clusters Score -1.498326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -14983272.000000 Penalty: 5846.128418
	Iteration 46Q: 3 clusters Score -1.498327e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 126342 members 
Entering Unmasked Estep 
Score: -14983261.000000 Penalty: 5846.128418
	Iteration 47Q: 3 clusters Score -1.498326e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 126378 members 
Entering Unmasked Estep 
Score: -14983267.000000 Penalty: 5846.128418
	Iteration 48Q: 3 clusters Score -1.498327e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 126419 members 
Entering Unmasked Estep 
Score: -14983258.000000 Penalty: 5846.128418
	Iteration 49Q: 3 clusters Score -1.498326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 126443 members 
Entering Unmasked Estep 
Score: -14983245.000000 Penalty: 5846.128418
	Iteration 50Q: 3 clusters Score -1.498324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 126465 members 
Entering Unmasked Estep 
Score: -14983230.000000 Penalty: 5846.128418
	Iteration 51Q: 3 clusters Score -1.498323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 126481 members 
Entering Unmasked Estep 
Score: -14983227.000000 Penalty: 5846.128418
	Iteration 52Q: 3 clusters Score -1.498323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -14983248.000000 Penalty: 5846.128418
	Iteration 53Q: 3 clusters Score -1.498325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 126502 members 
Entering Unmasked Estep 
Score: -14983253.000000 Penalty: 5846.128418
	Iteration 54Q: 3 clusters Score -1.498325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 126510 members 
Entering Unmasked Estep 
Score: -14983233.000000 Penalty: 5846.128418
	Iteration 55Q: 3 clusters Score -1.498323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 126520 members 
Entering Unmasked Estep 
Score: -14983246.000000 Penalty: 5846.128418
	Iteration 56Q: 3 clusters Score -1.498325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 126531 members 
Entering Unmasked Estep 
Score: -14983235.000000 Penalty: 5846.128418
	Iteration 57Q: 3 clusters Score -1.498324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 126544 members 
Entering Unmasked Estep 
Score: -14983238.000000 Penalty: 5846.128418
	Iteration 58Q: 3 clusters Score -1.498324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 126550 members 
Entering Unmasked Estep 
Score: -14983238.000000 Penalty: 5846.128418
	Iteration 59Q: 3 clusters Score -1.498324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 126554 members 
Entering Unmasked Estep 
Score: -14983230.000000 Penalty: 5846.128418
	Iteration 60F: 3 clusters Score -1.498323e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 126560 members 
Entering Unmasked Estep 
Score: -14983235.000000 Penalty: 5846.128418
	Iteration 61Q: 3 clusters Score -1.498324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 126568 members 
Entering Unmasked Estep 
Score: -14983238.000000 Penalty: 5846.128418
	Iteration 62Q: 3 clusters Score -1.498324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 126578 members 
Entering Unmasked Estep 
Score: -14983236.000000 Penalty: 5846.128418
	Iteration 63Q: 3 clusters Score -1.498324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 126583 members 
Entering Unmasked Estep 
Score: -14983248.000000 Penalty: 5846.128418
	Iteration 64Q: 3 clusters Score -1.498325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 126586 members 
Entering Unmasked Estep 
Score: -14983251.000000 Penalty: 5846.128418
	Iteration 65Q: 3 clusters Score -1.498325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 126589 members 
Entering Unmasked Estep 
Score: -14983255.000000 Penalty: 5846.128418
	Iteration 66Q: 3 clusters Score -1.498326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 126595 members 
Entering Unmasked Estep 
Score: -14983258.000000 Penalty: 5846.128418
	Iteration 67Q: 3 clusters Score -1.498326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -14983245.000000 Penalty: 5846.128418
	Iteration 68Q: 3 clusters Score -1.498324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -14983246.000000 Penalty: 5846.128418
	Iteration 69Q: 3 clusters Score -1.498325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -14983256.000000 Penalty: 5846.128418
	Iteration 70Q: 3 clusters Score -1.498326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -14983249.000000 Penalty: 5846.128418
	Iteration 71Q: 3 clusters Score -1.498325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 126596 members 
Entering Unmasked Estep 
Score: -14983251.000000 Penalty: 5846.128418
	Iteration 72Q: 3 clusters Score -1.498325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 126597 members 
Entering Unmasked Estep 
Score: -14983249.000000 Penalty: 5846.128418
	Iteration 73Q: 3 clusters Score -1.498325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 126598 members 
Entering Unmasked Estep 
Score: -14983253.000000 Penalty: 5846.128418
	Iteration 74Q: 3 clusters Score -1.498325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 126600 members 
Entering Unmasked Estep 
Score: -14983257.000000 Penalty: 5846.128418
	Iteration 75Q: 3 clusters Score -1.498326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 126602 members 
Entering Unmasked Estep 
Score: -14983252.000000 Penalty: 5846.128418
	Iteration 76Q: 3 clusters Score -1.498325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -14983260.000000 Penalty: 5846.128418
	Iteration 77Q: 3 clusters Score -1.498326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -14983260.000000 Penalty: 5846.128418
	Iteration 78F: 3 clusters Score -1.498326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (162629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162629 members 
Entering Unmasked Estep 
Score: -18882898.000000 Penalty: 2975.808105
	Iteration 0F: 2 clusters Score -1.88829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -18774514.000000 Penalty: 5951.616211
	Iteration 0F: 3 clusters Score -1.877451e+07 nChanged 77956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78843 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -18819280.000000 Penalty: 5951.616211
	Iteration 1F: 3 clusters Score -1.881928e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -18820342.000000 Penalty: 5951.616211
	Iteration 2Q: 3 clusters Score -1.882034e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -18821792.000000 Penalty: 5951.616211
	Iteration 3Q: 3 clusters Score -1.882179e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -18824006.000000 Penalty: 5951.616211
	Iteration 4Q: 3 clusters Score -1.882401e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 99493 members 
Entering Unmasked Estep 
Score: -18828104.000000 Penalty: 5951.616211
	Iteration 5Q: 3 clusters Score -1.88281e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 108959 members 
Entering Unmasked Estep 
Score: -18834592.000000 Penalty: 5951.616211
	Iteration 6F: 3 clusters Score -1.883459e+07 nChanged 12639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 120924 members 
Entering Unmasked Estep 
Score: -18844388.000000 Penalty: 5951.616211
	Iteration 7F: 3 clusters Score -1.884439e+07 nChanged 13352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -18855976.000000 Penalty: 5951.616211
	Iteration 8F: 3 clusters Score -1.885598e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 145151 members 
Entering Unmasked Estep 
Score: -18866368.000000 Penalty: 5951.616211
	Iteration 9F: 3 clusters Score -1.886637e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 153074 members 
Entering Unmasked Estep 
Score: -18873460.000000 Penalty: 5951.616211
	Iteration 10Q: 3 clusters Score -1.887346e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -18877260.000000 Penalty: 5951.616211
	Iteration 11Q: 3 clusters Score -1.887726e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 159946 members 
Entering Unmasked Estep 
Score: -18879036.000000 Penalty: 5951.616211
	Iteration 12Q: 3 clusters Score -1.887904e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -18879774.000000 Penalty: 5951.616211
	Iteration 13Q: 3 clusters Score -1.887977e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -18880062.000000 Penalty: 5951.616211
	Iteration 14Q: 3 clusters Score -1.888006e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -18880190.000000 Penalty: 5951.616211
	Iteration 15Q: 3 clusters Score -1.888019e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 161832 members 
Entering Unmasked Estep 
Score: -18880252.000000 Penalty: 5951.616211
	Iteration 16Q: 3 clusters Score -1.888025e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
Score: -18880346.000000 Penalty: 5951.616211
	Iteration 17Q: 3 clusters Score -1.888035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -18880358.000000 Penalty: 5951.616211
	Iteration 18Q: 3 clusters Score -1.888036e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 161974 members 
Entering Unmasked Estep 
Score: -18880402.000000 Penalty: 5951.616211
	Iteration 19Q: 3 clusters Score -1.88804e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -18880432.000000 Penalty: 5951.616211
	Iteration 20F: 3 clusters Score -1.888043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -18880442.000000 Penalty: 5951.616211
	Iteration 21Q: 3 clusters Score -1.888044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -18880456.000000 Penalty: 5951.616211
	Iteration 22Q: 3 clusters Score -1.888046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 162016 members 
Entering Unmasked Estep 
Score: -18880458.000000 Penalty: 5951.616211
	Iteration 23Q: 3 clusters Score -1.888046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 162027 members 
Entering Unmasked Estep 
Score: -18880454.000000 Penalty: 5951.616211
	Iteration 24Q: 3 clusters Score -1.888045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -18880474.000000 Penalty: 5951.616211
	Iteration 25Q: 3 clusters Score -1.888047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -18880472.000000 Penalty: 5951.616211
	Iteration 26Q: 3 clusters Score -1.888047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -18880462.000000 Penalty: 5951.616211
	Iteration 27Q: 3 clusters Score -1.888046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 162040 members 
Entering Unmasked Estep 
Score: -18880476.000000 Penalty: 5951.616211
	Iteration 28Q: 3 clusters Score -1.888048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 162043 members 
Entering Unmasked Estep 
Score: -18880476.000000 Penalty: 5951.616211
	Iteration 29Q: 3 clusters Score -1.888048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 162043 members 
Entering Unmasked Estep 
Score: -18880468.000000 Penalty: 5951.616211
	Iteration 30Q: 3 clusters Score -1.888047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -18880466.000000 Penalty: 5951.616211
	Iteration 31Q: 3 clusters Score -1.888047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -18880470.000000 Penalty: 5951.616211
	Iteration 32Q: 3 clusters Score -1.888047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -18880498.000000 Penalty: 5951.616211
	Iteration 33Q: 3 clusters Score -1.88805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -18880496.000000 Penalty: 5951.616211
	Iteration 34Q: 3 clusters Score -1.88805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -18880500.000000 Penalty: 5951.616211
	Iteration 35Q: 3 clusters Score -1.88805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 162047 members 
Entering Unmasked Estep 
Score: -18880500.000000 Penalty: 5951.616211
	Iteration 36Q: 3 clusters Score -1.88805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -18880494.000000 Penalty: 5951.616211
	Iteration 37Q: 3 clusters Score -1.888049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 162044 members 
Entering Unmasked Estep 
Score: -18880506.000000 Penalty: 5951.616211
	Iteration 38Q: 3 clusters Score -1.888051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 162043 members 
Entering Unmasked Estep 
Score: -18880502.000000 Penalty: 5951.616211
	Iteration 39Q: 3 clusters Score -1.88805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -18880508.000000 Penalty: 5951.616211
	Iteration 40F: 3 clusters Score -1.888051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 162048 members 
Entering Unmasked Estep 
Score: -18880502.000000 Penalty: 5951.616211
	Iteration 41Q: 3 clusters Score -1.88805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 162051 members 
Entering Unmasked Estep 
Score: -18880490.000000 Penalty: 5951.616211
	Iteration 42Q: 3 clusters Score -1.888049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 162055 members 
Entering Unmasked Estep 
Score: -18880502.000000 Penalty: 5951.616211
	Iteration 43Q: 3 clusters Score -1.88805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -18880492.000000 Penalty: 5951.616211
	Iteration 44Q: 3 clusters Score -1.888049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 162058 members 
Entering Unmasked Estep 
Score: -18880502.000000 Penalty: 5951.616211
	Iteration 45Q: 3 clusters Score -1.88805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 162058 members 
Entering Unmasked Estep 
Score: -18880496.000000 Penalty: 5951.616211
	Iteration 46Q: 3 clusters Score -1.88805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 162059 members 
Entering Unmasked Estep 
Score: -18880500.000000 Penalty: 5951.616211
	Iteration 47Q: 3 clusters Score -1.88805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 162060 members 
Entering Unmasked Estep 
Score: -18880494.000000 Penalty: 5951.616211
	Iteration 48Q: 3 clusters Score -1.888049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -18880500.000000 Penalty: 5951.616211
	Iteration 49Q: 3 clusters Score -1.88805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 162061 members 
Entering Unmasked Estep 
Score: -18880500.000000 Penalty: 5951.616211
	Iteration 50F: 3 clusters Score -1.88805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (19858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Entering Unmasked Estep 
Score: -2057062.750000 Penalty: 2454.297852
	Iteration 0F: 2 clusters Score -2057063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2043104.250000 Penalty: 4908.595703
	Iteration 0F: 3 clusters Score -2043104 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2048359.500000 Penalty: 4908.595703
	Iteration 1F: 3 clusters Score -2048360 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2049433.500000 Penalty: 4908.595703
	Iteration 2F: 3 clusters Score -2049434 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2050420.000000 Penalty: 4908.595703
	Iteration 3F: 3 clusters Score -2050420 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2051292.500000 Penalty: 4908.595703
	Iteration 4F: 3 clusters Score -2051292 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2052055.375000 Penalty: 4908.595703
	Iteration 5F: 3 clusters Score -2052055 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2052670.500000 Penalty: 4908.595703
	Iteration 6F: 3 clusters Score -2052670 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2053120.750000 Penalty: 4908.595703
	Iteration 7Q: 3 clusters Score -2053121 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2053473.750000 Penalty: 4908.595703
	Iteration 8Q: 3 clusters Score -2053474 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2053720.625000 Penalty: 4908.595703
	Iteration 9Q: 3 clusters Score -2053721 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2053888.375000 Penalty: 4908.595703
	Iteration 10Q: 3 clusters Score -2053888 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2053991.875000 Penalty: 4908.595703
	Iteration 11Q: 3 clusters Score -2053992 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2054105.250000 Penalty: 4908.595703
	Iteration 12Q: 3 clusters Score -2054105 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2054227.625000 Penalty: 4908.595703
	Iteration 13Q: 3 clusters Score -2054228 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2054355.625000 Penalty: 4908.595703
	Iteration 14Q: 3 clusters Score -2054356 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2054511.000000 Penalty: 4908.595703
	Iteration 15Q: 3 clusters Score -2054511 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2054669.000000 Penalty: 4908.595703
	Iteration 16Q: 3 clusters Score -2054669 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2054806.625000 Penalty: 4908.595703
	Iteration 17Q: 3 clusters Score -2054807 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2054922.125000 Penalty: 4908.595703
	Iteration 18Q: 3 clusters Score -2054922 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2055034.125000 Penalty: 4908.595703
	Iteration 19Q: 3 clusters Score -2055034 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2055143.625000 Penalty: 4908.595703
	Iteration 20F: 3 clusters Score -2055144 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2055221.375000 Penalty: 4908.595703
	Iteration 21Q: 3 clusters Score -2055221 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2055299.250000 Penalty: 4908.595703
	Iteration 22Q: 3 clusters Score -2055299 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2055374.875000 Penalty: 4908.595703
	Iteration 23Q: 3 clusters Score -2055375 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2055436.375000 Penalty: 4908.595703
	Iteration 24Q: 3 clusters Score -2055436 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2055475.375000 Penalty: 4908.595703
	Iteration 25Q: 3 clusters Score -2055475 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2055520.375000 Penalty: 4908.595703
	Iteration 26Q: 3 clusters Score -2055520 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2055570.875000 Penalty: 4908.595703
	Iteration 27Q: 3 clusters Score -2055571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2055605.125000 Penalty: 4908.595703
	Iteration 28Q: 3 clusters Score -2055605 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -2055642.750000 Penalty: 4908.595703
	Iteration 29Q: 3 clusters Score -2055643 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2055678.250000 Penalty: 4908.595703
	Iteration 30Q: 3 clusters Score -2055678 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2055713.750000 Penalty: 4908.595703
	Iteration 31Q: 3 clusters Score -2055714 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2055750.375000 Penalty: 4908.595703
	Iteration 32Q: 3 clusters Score -2055750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2055776.875000 Penalty: 4908.595703
	Iteration 33Q: 3 clusters Score -2055777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2055801.750000 Penalty: 4908.595703
	Iteration 34Q: 3 clusters Score -2055802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2055819.625000 Penalty: 4908.595703
	Iteration 35Q: 3 clusters Score -2055820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2055846.000000 Penalty: 4908.595703
	Iteration 36Q: 3 clusters Score -2055846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2055859.625000 Penalty: 4908.595703
	Iteration 37Q: 3 clusters Score -2055860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2055871.125000 Penalty: 4908.595703
	Iteration 38Q: 3 clusters Score -2055871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2055877.000000 Penalty: 4908.595703
	Iteration 39Q: 3 clusters Score -2055877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2055887.000000 Penalty: 4908.595703
	Iteration 40F: 3 clusters Score -2055887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2055886.500000 Penalty: 4908.595703
	Iteration 41Q: 3 clusters Score -2055886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2055890.125000 Penalty: 4908.595703
	Iteration 42Q: 3 clusters Score -2055890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2055895.250000 Penalty: 4908.595703
	Iteration 43Q: 3 clusters Score -2055895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2055899.125000 Penalty: 4908.595703
	Iteration 44Q: 3 clusters Score -2055899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2055903.875000 Penalty: 4908.595703
	Iteration 45Q: 3 clusters Score -2055904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2055904.250000 Penalty: 4908.595703
	Iteration 46Q: 3 clusters Score -2055904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2055906.625000 Penalty: 4908.595703
	Iteration 47Q: 3 clusters Score -2055907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2055911.125000 Penalty: 4908.595703
	Iteration 48Q: 3 clusters Score -2055911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2055919.625000 Penalty: 4908.595703
	Iteration 49Q: 3 clusters Score -2055920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2055922.250000 Penalty: 4908.595703
	Iteration 50Q: 3 clusters Score -2055922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2055924.500000 Penalty: 4908.595703
	Iteration 51Q: 3 clusters Score -2055924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2055931.500000 Penalty: 4908.595703
	Iteration 52Q: 3 clusters Score -2055932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2055928.125000 Penalty: 4908.595703
	Iteration 53Q: 3 clusters Score -2055928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2055936.625000 Penalty: 4908.595703
	Iteration 54Q: 3 clusters Score -2055937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2055943.875000 Penalty: 4908.595703
	Iteration 55Q: 3 clusters Score -2055944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2055953.750000 Penalty: 4908.595703
	Iteration 56Q: 3 clusters Score -2055954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2055959.250000 Penalty: 4908.595703
	Iteration 57Q: 3 clusters Score -2055959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2055961.000000 Penalty: 4908.595703
	Iteration 58Q: 3 clusters Score -2055961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2055962.000000 Penalty: 4908.595703
	Iteration 59Q: 3 clusters Score -2055962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2055967.500000 Penalty: 4908.595703
	Iteration 60F: 3 clusters Score -2055968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2055968.250000 Penalty: 4908.595703
	Iteration 61Q: 3 clusters Score -2055968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2055968.625000 Penalty: 4908.595703
	Iteration 62Q: 3 clusters Score -2055969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2055968.625000 Penalty: 4908.595703
	Iteration 63Q: 3 clusters Score -2055969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2055972.125000 Penalty: 4908.595703
	Iteration 64Q: 3 clusters Score -2055972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2055977.875000 Penalty: 4908.595703
	Iteration 65Q: 3 clusters Score -2055978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2055980.750000 Penalty: 4908.595703
	Iteration 66Q: 3 clusters Score -2055981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2055980.250000 Penalty: 4908.595703
	Iteration 67Q: 3 clusters Score -2055980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2055980.250000 Penalty: 4908.595703
	Iteration 68F: 3 clusters Score -2055980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 181358 members 
Mstep: Class 2 contains 32442 members 
Mstep: Class 3 contains 94149 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 23084 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241192 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 161505 members 
Mstep: Class 12 contains 23421 members 
Mstep: Class 13 contains 33411 members 
Mstep: Class 14 contains 40425 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 20327 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 59566 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 11322 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 175507 members 
Mstep: Class 27 contains 21717 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186581 members 
Mstep: Class 31 contains 172969 members 
Mstep: Class 32 contains 19335 members 
Mstep: Class 33 contains 41645 members 
Mstep: Class 34 contains 131472 members 
Mstep: Class 35 contains 162629 members 
Mstep: Class 36 contains 19858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225956736.000000 Penalty: 133191.765625
Iteration 79Q: 38 clusters Score -2.259567e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 181325 members 
Mstep: Class 2 contains 32668 members 
Mstep: Class 3 contains 94188 members 
Mstep: Class 4 contains 5291 members 
Mstep: Class 5 contains 51915 members 
Mstep: Class 6 contains 23077 members 
Mstep: Class 7 contains 18841 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241336 members 
Mstep: Class 10 contains 3700 members 
Mstep: Class 11 contains 161061 members 
Mstep: Class 12 contains 23406 members 
Mstep: Class 13 contains 33417 members 
Mstep: Class 14 contains 40440 members 
Mstep: Class 15 contains 16877 members 
Mstep: Class 16 contains 8453 members 
Mstep: Class 17 contains 20365 members 
Mstep: Class 18 contains 15371 members 
Mstep: Class 19 contains 10083 members 
Mstep: Class 20 contains 59570 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 9276 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 11371 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175540 members 
Mstep: Class 27 contains 21717 members 
Mstep: Class 28 contains 6599 members 
Mstep: Class 29 contains 3785 members 
Mstep: Class 30 contains 186754 members 
Mstep: Class 31 contains 173049 members 
Mstep: Class 32 contains 19305 members 
Mstep: Class 33 contains 41534 members 
Mstep: Class 34 contains 131282 members 
Mstep: Class 35 contains 162632 members 
Mstep: Class 36 contains 19849 members 
Mstep: Class 37 contains 935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957296.000000 Penalty: 133191.765625
Iteration 80F: 38 clusters Score -2.259573e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 181267 members 
Mstep: Class 2 contains 32878 members 
Mstep: Class 3 contains 94242 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 51870 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 18841 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241480 members 
Mstep: Class 10 contains 3673 members 
Mstep: Class 11 contains 160609 members 
Mstep: Class 12 contains 23398 members 
Mstep: Class 13 contains 33417 members 
Mstep: Class 14 contains 40460 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 8458 members 
Mstep: Class 17 contains 20400 members 
Mstep: Class 18 contains 15378 members 
Mstep: Class 19 contains 10138 members 
Mstep: Class 20 contains 59580 members 
Mstep: Class 21 contains 1463 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 11406 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175545 members 
Mstep: Class 27 contains 21721 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 186942 members 
Mstep: Class 31 contains 173068 members 
Mstep: Class 32 contains 19265 members 
Mstep: Class 33 contains 41354 members 
Mstep: Class 34 contains 131060 members 
Mstep: Class 35 contains 162564 members 
Mstep: Class 36 contains 19815 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225957872.000000 Penalty: 133191.765625
Iteration 81Q: 38 clusters Score -2.259579e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 94277 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 51837 members 
Mstep: Class 6 contains 23081 members 
Mstep: Class 7 contains 18841 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241647 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 11 contains 160179 members 
Mstep: Class 12 contains 23389 members 
Mstep: Class 13 contains 33422 members 
Mstep: Class 14 contains 40475 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 8464 members 
Mstep: Class 17 contains 20445 members 
Mstep: Class 18 contains 15385 members 
Mstep: Class 19 contains 10175 members 
Mstep: Class 20 contains 59592 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 5424 members 
Mstep: Class 24 contains 11424 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175563 members 
Mstep: Class 27 contains 21731 members 
Mstep: Class 28 contains 6602 members 
Mstep: Class 29 contains 3787 members 
Mstep: Class 30 contains 187108 members 
Mstep: Class 31 contains 173086 members 
Mstep: Class 32 contains 19227 members 
Mstep: Class 33 contains 41124 members 
Mstep: Class 34 contains 130856 members 
Mstep: Class 35 contains 162509 members 
Mstep: Class 36 contains 19778 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958640.000000 Penalty: 133191.765625
Iteration 82Q: 38 clusters Score -2.259586e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 181210 members 
Mstep: Class 2 contains 33309 members 
Mstep: Class 3 contains 94319 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 51793 members 
Mstep: Class 6 contains 23080 members 
Mstep: Class 7 contains 18840 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 241789 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 11 contains 159741 members 
Mstep: Class 12 contains 23380 members 
Mstep: Class 13 contains 33426 members 
Mstep: Class 14 contains 40485 members 
Mstep: Class 15 contains 16897 members 
Mstep: Class 16 contains 8468 members 
Mstep: Class 17 contains 20489 members 
Mstep: Class 18 contains 15396 members 
Mstep: Class 19 contains 10207 members 
Mstep: Class 20 contains 59608 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 9231 members 
Mstep: Class 23 contains 5764 members 
Mstep: Class 24 contains 11443 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175595 members 
Mstep: Class 27 contains 21739 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 3786 members 
Mstep: Class 30 contains 187279 members 
Mstep: Class 31 contains 173117 members 
Mstep: Class 32 contains 19202 members 
Mstep: Class 33 contains 40906 members 
Mstep: Class 34 contains 130652 members 
Mstep: Class 35 contains 162448 members 
Mstep: Class 36 contains 19710 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959008.000000 Penalty: 133191.765625
Iteration 83Q: 38 clusters Score -2.25959e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 181168 members 
Mstep: Class 2 contains 33552 members 
Mstep: Class 3 contains 94349 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 51758 members 
Mstep: Class 6 contains 23093 members 
Mstep: Class 7 contains 18843 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 241917 members 
Mstep: Class 10 contains 3629 members 
Mstep: Class 11 contains 159343 members 
Mstep: Class 12 contains 23371 members 
Mstep: Class 13 contains 33429 members 
Mstep: Class 14 contains 40498 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 8475 members 
Mstep: Class 17 contains 20520 members 
Mstep: Class 18 contains 15403 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 59624 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 9213 members 
Mstep: Class 23 contains 6073 members 
Mstep: Class 24 contains 11458 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175636 members 
Mstep: Class 27 contains 21747 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 3789 members 
Mstep: Class 30 contains 187447 members 
Mstep: Class 31 contains 173143 members 
Mstep: Class 32 contains 19167 members 
Mstep: Class 33 contains 40703 members 
Mstep: Class 34 contains 130449 members 
Mstep: Class 35 contains 162388 members 
Mstep: Class 36 contains 19653 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225958848.000000 Penalty: 133191.765625
Iteration 84Q: 38 clusters Score -2.259588e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 33805 members 
Mstep: Class 3 contains 94394 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 51707 members 
Mstep: Class 6 contains 23096 members 
Mstep: Class 7 contains 18849 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 242063 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 158962 members 
Mstep: Class 12 contains 23363 members 
Mstep: Class 13 contains 33430 members 
Mstep: Class 14 contains 40500 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 8487 members 
Mstep: Class 17 contains 20552 members 
Mstep: Class 18 contains 15405 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 20 contains 59647 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 9201 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 11480 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175672 members 
Mstep: Class 27 contains 21758 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 3790 members 
Mstep: Class 30 contains 187631 members 
Mstep: Class 31 contains 173164 members 
Mstep: Class 32 contains 19138 members 
Mstep: Class 33 contains 40503 members 
Mstep: Class 34 contains 130246 members 
Mstep: Class 35 contains 162319 members 
Mstep: Class 36 contains 19594 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959408.000000 Penalty: 133191.765625
Iteration 85Q: 38 clusters Score -2.259594e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 34093 members 
Mstep: Class 3 contains 94448 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 51677 members 
Mstep: Class 6 contains 23088 members 
Mstep: Class 7 contains 18844 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 242202 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 158576 members 
Mstep: Class 12 contains 23364 members 
Mstep: Class 13 contains 33436 members 
Mstep: Class 14 contains 40509 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 8496 members 
Mstep: Class 17 contains 20577 members 
Mstep: Class 18 contains 15411 members 
Mstep: Class 19 contains 10305 members 
Mstep: Class 20 contains 59672 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9200 members 
Mstep: Class 23 contains 6534 members 
Mstep: Class 24 contains 11495 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175749 members 
Mstep: Class 27 contains 21775 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 187815 members 
Mstep: Class 31 contains 173171 members 
Mstep: Class 32 contains 19112 members 
Mstep: Class 33 contains 40321 members 
Mstep: Class 34 contains 130033 members 
Mstep: Class 35 contains 162253 members 
Mstep: Class 36 contains 19518 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959696.000000 Penalty: 133191.765625
Iteration 86Q: 38 clusters Score -2.259597e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180976 members 
Mstep: Class 2 contains 34407 members 
Mstep: Class 3 contains 94472 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 51650 members 
Mstep: Class 6 contains 23080 members 
Mstep: Class 7 contains 18849 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 242340 members 
Mstep: Class 10 contains 3582 members 
Mstep: Class 11 contains 158209 members 
Mstep: Class 12 contains 23364 members 
Mstep: Class 13 contains 33439 members 
Mstep: Class 14 contains 40512 members 
Mstep: Class 15 contains 16920 members 
Mstep: Class 16 contains 8504 members 
Mstep: Class 17 contains 20612 members 
Mstep: Class 18 contains 15414 members 
Mstep: Class 19 contains 10332 members 
Mstep: Class 20 contains 59691 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9202 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 11519 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175805 members 
Mstep: Class 27 contains 21790 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3796 members 
Mstep: Class 30 contains 187998 members 
Mstep: Class 31 contains 173189 members 
Mstep: Class 32 contains 19081 members 
Mstep: Class 33 contains 40137 members 
Mstep: Class 34 contains 129830 members 
Mstep: Class 35 contains 162181 members 
Mstep: Class 36 contains 19462 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959520.000000 Penalty: 133191.765625
Iteration 87Q: 38 clusters Score -2.259595e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180890 members 
Mstep: Class 2 contains 34784 members 
Mstep: Class 3 contains 94489 members 
Mstep: Class 4 contains 5139 members 
Mstep: Class 5 contains 51628 members 
Mstep: Class 6 contains 23065 members 
Mstep: Class 7 contains 18850 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 242490 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 157830 members 
Mstep: Class 12 contains 23358 members 
Mstep: Class 13 contains 33447 members 
Mstep: Class 14 contains 40522 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 8510 members 
Mstep: Class 17 contains 20636 members 
Mstep: Class 18 contains 15424 members 
Mstep: Class 19 contains 10356 members 
Mstep: Class 20 contains 59711 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9198 members 
Mstep: Class 23 contains 6803 members 
Mstep: Class 24 contains 11538 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175853 members 
Mstep: Class 27 contains 21796 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 3801 members 
Mstep: Class 30 contains 188219 members 
Mstep: Class 31 contains 173202 members 
Mstep: Class 32 contains 19051 members 
Mstep: Class 33 contains 39939 members 
Mstep: Class 34 contains 129611 members 
Mstep: Class 35 contains 162112 members 
Mstep: Class 36 contains 19410 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959488.000000 Penalty: 133191.765625
Iteration 88Q: 38 clusters Score -2.259595e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180769 members 
Mstep: Class 2 contains 35141 members 
Mstep: Class 3 contains 94500 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 51589 members 
Mstep: Class 6 contains 23065 members 
Mstep: Class 7 contains 18856 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 242607 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 157498 members 
Mstep: Class 12 contains 23354 members 
Mstep: Class 13 contains 33458 members 
Mstep: Class 14 contains 40537 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 8513 members 
Mstep: Class 17 contains 20672 members 
Mstep: Class 18 contains 15429 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 59736 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9196 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175913 members 
Mstep: Class 27 contains 21808 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 3802 members 
Mstep: Class 30 contains 188437 members 
Mstep: Class 31 contains 173249 members 
Mstep: Class 32 contains 19023 members 
Mstep: Class 33 contains 39767 members 
Mstep: Class 34 contains 129367 members 
Mstep: Class 35 contains 162040 members 
Mstep: Class 36 contains 19348 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959936.000000 Penalty: 133191.765625
Iteration 89Q: 38 clusters Score -2.259599e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180643 members 
Mstep: Class 2 contains 35524 members 
Mstep: Class 3 contains 94518 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 51543 members 
Mstep: Class 6 contains 23058 members 
Mstep: Class 7 contains 18870 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 242732 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 157135 members 
Mstep: Class 12 contains 23353 members 
Mstep: Class 13 contains 33468 members 
Mstep: Class 14 contains 40552 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 8523 members 
Mstep: Class 17 contains 20720 members 
Mstep: Class 18 contains 15433 members 
Mstep: Class 19 contains 10430 members 
Mstep: Class 20 contains 59756 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9199 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 175982 members 
Mstep: Class 27 contains 21825 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3806 members 
Mstep: Class 30 contains 188671 members 
Mstep: Class 31 contains 173297 members 
Mstep: Class 32 contains 18992 members 
Mstep: Class 33 contains 39602 members 
Mstep: Class 34 contains 129101 members 
Mstep: Class 35 contains 161963 members 
Mstep: Class 36 contains 19282 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959712.000000 Penalty: 133191.765625
Iteration 90Q: 38 clusters Score -2.259597e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180548 members 
Mstep: Class 2 contains 35896 members 
Mstep: Class 3 contains 94543 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 51497 members 
Mstep: Class 6 contains 23052 members 
Mstep: Class 7 contains 18883 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 242898 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 156753 members 
Mstep: Class 12 contains 23351 members 
Mstep: Class 13 contains 33483 members 
Mstep: Class 14 contains 40569 members 
Mstep: Class 15 contains 16924 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 20758 members 
Mstep: Class 18 contains 15438 members 
Mstep: Class 19 contains 10473 members 
Mstep: Class 20 contains 59780 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9199 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 11619 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176060 members 
Mstep: Class 27 contains 21837 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 3810 members 
Mstep: Class 30 contains 188890 members 
Mstep: Class 31 contains 173347 members 
Mstep: Class 32 contains 18969 members 
Mstep: Class 33 contains 39447 members 
Mstep: Class 34 contains 128832 members 
Mstep: Class 35 contains 161883 members 
Mstep: Class 36 contains 19207 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960368.000000 Penalty: 133191.765625
Iteration 91Q: 38 clusters Score -2.259604e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180455 members 
Mstep: Class 2 contains 36295 members 
Mstep: Class 3 contains 94578 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 51434 members 
Mstep: Class 6 contains 23048 members 
Mstep: Class 7 contains 18893 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 243066 members 
Mstep: Class 10 contains 3481 members 
Mstep: Class 11 contains 156346 members 
Mstep: Class 12 contains 23351 members 
Mstep: Class 13 contains 33485 members 
Mstep: Class 14 contains 40595 members 
Mstep: Class 15 contains 16918 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 20797 members 
Mstep: Class 18 contains 15445 members 
Mstep: Class 19 contains 10517 members 
Mstep: Class 20 contains 59806 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9199 members 
Mstep: Class 23 contains 7079 members 
Mstep: Class 24 contains 11658 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176116 members 
Mstep: Class 27 contains 21846 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3813 members 
Mstep: Class 30 contains 189102 members 
Mstep: Class 31 contains 173417 members 
Mstep: Class 32 contains 18948 members 
Mstep: Class 33 contains 39302 members 
Mstep: Class 34 contains 128546 members 
Mstep: Class 35 contains 161780 members 
Mstep: Class 36 contains 19166 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960480.000000 Penalty: 133191.765625
Iteration 92Q: 38 clusters Score -2.259605e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180379 members 
Mstep: Class 2 contains 36686 members 
Mstep: Class 3 contains 94616 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 51376 members 
Mstep: Class 6 contains 23042 members 
Mstep: Class 7 contains 18908 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 243226 members 
Mstep: Class 10 contains 3471 members 
Mstep: Class 11 contains 155987 members 
Mstep: Class 12 contains 23351 members 
Mstep: Class 13 contains 33494 members 
Mstep: Class 14 contains 40629 members 
Mstep: Class 15 contains 16917 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 20820 members 
Mstep: Class 18 contains 15448 members 
Mstep: Class 19 contains 10560 members 
Mstep: Class 20 contains 59823 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9198 members 
Mstep: Class 23 contains 7127 members 
Mstep: Class 24 contains 11696 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176160 members 
Mstep: Class 27 contains 21849 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3817 members 
Mstep: Class 30 contains 189303 members 
Mstep: Class 31 contains 173436 members 
Mstep: Class 32 contains 18911 members 
Mstep: Class 33 contains 39173 members 
Mstep: Class 34 contains 128247 members 
Mstep: Class 35 contains 161699 members 
Mstep: Class 36 contains 19124 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960464.000000 Penalty: 133191.765625
Iteration 93Q: 38 clusters Score -2.259605e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180304 members 
Mstep: Class 2 contains 37075 members 
Mstep: Class 3 contains 94659 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 51324 members 
Mstep: Class 6 contains 23036 members 
Mstep: Class 7 contains 18919 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 243408 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 155569 members 
Mstep: Class 12 contains 23346 members 
Mstep: Class 13 contains 33512 members 
Mstep: Class 14 contains 40665 members 
Mstep: Class 15 contains 16917 members 
Mstep: Class 16 contains 8562 members 
Mstep: Class 17 contains 20845 members 
Mstep: Class 18 contains 15448 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 20 contains 59845 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 7169 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176206 members 
Mstep: Class 27 contains 21853 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 3818 members 
Mstep: Class 30 contains 189491 members 
Mstep: Class 31 contains 173483 members 
Mstep: Class 32 contains 18873 members 
Mstep: Class 33 contains 39052 members 
Mstep: Class 34 contains 127933 members 
Mstep: Class 35 contains 161623 members 
Mstep: Class 36 contains 19092 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960112.000000 Penalty: 133191.765625
Iteration 94Q: 38 clusters Score -2.259601e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180237 members 
Mstep: Class 2 contains 37460 members 
Mstep: Class 3 contains 94692 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 51263 members 
Mstep: Class 6 contains 23040 members 
Mstep: Class 7 contains 18929 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 243587 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 155208 members 
Mstep: Class 12 contains 23346 members 
Mstep: Class 13 contains 33516 members 
Mstep: Class 14 contains 40700 members 
Mstep: Class 15 contains 16912 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 20874 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 10642 members 
Mstep: Class 20 contains 59866 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 9196 members 
Mstep: Class 23 contains 7201 members 
Mstep: Class 24 contains 11779 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176238 members 
Mstep: Class 27 contains 21857 members 
Mstep: Class 28 contains 6595 members 
Mstep: Class 29 contains 3822 members 
Mstep: Class 30 contains 189672 members 
Mstep: Class 31 contains 173505 members 
Mstep: Class 32 contains 18838 members 
Mstep: Class 33 contains 38941 members 
Mstep: Class 34 contains 127646 members 
Mstep: Class 35 contains 161529 members 
Mstep: Class 36 contains 19044 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959872.000000 Penalty: 133191.765625
Iteration 95Q: 38 clusters Score -2.259599e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180194 members 
Mstep: Class 2 contains 37860 members 
Mstep: Class 3 contains 94714 members 
Mstep: Class 4 contains 5159 members 
Mstep: Class 5 contains 51177 members 
Mstep: Class 6 contains 23053 members 
Mstep: Class 7 contains 18935 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 243734 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 11 contains 154864 members 
Mstep: Class 12 contains 23341 members 
Mstep: Class 13 contains 33519 members 
Mstep: Class 14 contains 40724 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 20899 members 
Mstep: Class 18 contains 15459 members 
Mstep: Class 19 contains 10683 members 
Mstep: Class 20 contains 59886 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 9196 members 
Mstep: Class 23 contains 7220 members 
Mstep: Class 24 contains 11837 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176269 members 
Mstep: Class 27 contains 21861 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3823 members 
Mstep: Class 30 contains 189842 members 
Mstep: Class 31 contains 173552 members 
Mstep: Class 32 contains 18797 members 
Mstep: Class 33 contains 38847 members 
Mstep: Class 34 contains 127325 members 
Mstep: Class 35 contains 161450 members 
Mstep: Class 36 contains 19011 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960016.000000 Penalty: 133191.765625
Iteration 96Q: 38 clusters Score -2.2596e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180148 members 
Mstep: Class 2 contains 38269 members 
Mstep: Class 3 contains 94747 members 
Mstep: Class 4 contains 5160 members 
Mstep: Class 5 contains 51072 members 
Mstep: Class 6 contains 23062 members 
Mstep: Class 7 contains 18941 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 243864 members 
Mstep: Class 10 contains 3409 members 
Mstep: Class 11 contains 154519 members 
Mstep: Class 12 contains 23339 members 
Mstep: Class 13 contains 33521 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 20927 members 
Mstep: Class 18 contains 15464 members 
Mstep: Class 19 contains 10729 members 
Mstep: Class 20 contains 59898 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 9195 members 
Mstep: Class 23 contains 7242 members 
Mstep: Class 24 contains 11902 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176308 members 
Mstep: Class 27 contains 21869 members 
Mstep: Class 28 contains 6594 members 
Mstep: Class 29 contains 3824 members 
Mstep: Class 30 contains 190026 members 
Mstep: Class 31 contains 173577 members 
Mstep: Class 32 contains 18762 members 
Mstep: Class 33 contains 38763 members 
Mstep: Class 34 contains 127020 members 
Mstep: Class 35 contains 161342 members 
Mstep: Class 36 contains 18988 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959824.000000 Penalty: 133191.765625
Iteration 97Q: 38 clusters Score -2.259598e+08 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180119 members 
Mstep: Class 2 contains 38668 members 
Mstep: Class 3 contains 94768 members 
Mstep: Class 4 contains 5163 members 
Mstep: Class 5 contains 50955 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 18961 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 243987 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 154174 members 
Mstep: Class 12 contains 23334 members 
Mstep: Class 13 contains 33520 members 
Mstep: Class 14 contains 40769 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 20956 members 
Mstep: Class 18 contains 15464 members 
Mstep: Class 19 contains 10765 members 
Mstep: Class 20 contains 59926 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 7270 members 
Mstep: Class 24 contains 11982 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176335 members 
Mstep: Class 27 contains 21869 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3830 members 
Mstep: Class 30 contains 190177 members 
Mstep: Class 31 contains 173585 members 
Mstep: Class 32 contains 18730 members 
Mstep: Class 33 contains 38681 members 
Mstep: Class 34 contains 126747 members 
Mstep: Class 35 contains 161245 members 
Mstep: Class 36 contains 18967 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225959872.000000 Penalty: 133191.765625
Iteration 98Q: 38 clusters Score -2.259599e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 39102 members 
Mstep: Class 3 contains 94812 members 
Mstep: Class 4 contains 5166 members 
Mstep: Class 5 contains 50842 members 
Mstep: Class 6 contains 23071 members 
Mstep: Class 7 contains 18980 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 244109 members 
Mstep: Class 10 contains 3382 members 
Mstep: Class 11 contains 153818 members 
Mstep: Class 12 contains 23330 members 
Mstep: Class 13 contains 33522 members 
Mstep: Class 14 contains 40789 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 8624 members 
Mstep: Class 17 contains 20983 members 
Mstep: Class 18 contains 15460 members 
Mstep: Class 19 contains 10796 members 
Mstep: Class 20 contains 59933 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 9201 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 12098 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176362 members 
Mstep: Class 27 contains 21875 members 
Mstep: Class 28 contains 6596 members 
Mstep: Class 29 contains 3835 members 
Mstep: Class 30 contains 190323 members 
Mstep: Class 31 contains 173610 members 
Mstep: Class 32 contains 18695 members 
Mstep: Class 33 contains 38597 members 
Mstep: Class 34 contains 126454 members 
Mstep: Class 35 contains 161128 members 
Mstep: Class 36 contains 18941 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960224.000000 Penalty: 133191.765625
Iteration 99Q: 38 clusters Score -2.259602e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180028 members 
Mstep: Class 2 contains 39516 members 
Mstep: Class 3 contains 94839 members 
Mstep: Class 4 contains 5167 members 
Mstep: Class 5 contains 50713 members 
Mstep: Class 6 contains 23076 members 
Mstep: Class 7 contains 18999 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 244222 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 153484 members 
Mstep: Class 12 contains 23326 members 
Mstep: Class 13 contains 33522 members 
Mstep: Class 14 contains 40811 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 21004 members 
Mstep: Class 18 contains 15458 members 
Mstep: Class 19 contains 10822 members 
Mstep: Class 20 contains 59940 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 9201 members 
Mstep: Class 23 contains 7320 members 
Mstep: Class 24 contains 12249 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176406 members 
Mstep: Class 27 contains 21880 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 3838 members 
Mstep: Class 30 contains 190477 members 
Mstep: Class 31 contains 173621 members 
Mstep: Class 32 contains 18663 members 
Mstep: Class 33 contains 38546 members 
Mstep: Class 34 contains 126136 members 
Mstep: Class 35 contains 161017 members 
Mstep: Class 36 contains 18911 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960224.000000 Penalty: 133191.765625
Iteration 100F: 38 clusters Score -2.259602e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180016 members 
Mstep: Class 2 contains 39951 members 
Mstep: Class 3 contains 94879 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 50567 members 
Mstep: Class 6 contains 23076 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 244355 members 
Mstep: Class 10 contains 3366 members 
Mstep: Class 11 contains 153145 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 33521 members 
Mstep: Class 14 contains 40836 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 8646 members 
Mstep: Class 17 contains 21021 members 
Mstep: Class 18 contains 15453 members 
Mstep: Class 19 contains 10856 members 
Mstep: Class 20 contains 59951 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 9197 members 
Mstep: Class 23 contains 7402 members 
Mstep: Class 24 contains 12403 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176436 members 
Mstep: Class 27 contains 21883 members 
Mstep: Class 28 contains 6598 members 
Mstep: Class 29 contains 3842 members 
Mstep: Class 30 contains 190570 members 
Mstep: Class 31 contains 173664 members 
Mstep: Class 32 contains 18625 members 
Mstep: Class 33 contains 38483 members 
Mstep: Class 34 contains 125829 members 
Mstep: Class 35 contains 160878 members 
Mstep: Class 36 contains 18858 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960528.000000 Penalty: 133191.765625
Iteration 101Q: 38 clusters Score -2.259605e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179981 members 
Mstep: Class 2 contains 40369 members 
Mstep: Class 3 contains 94900 members 
Mstep: Class 4 contains 5139 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 23072 members 
Mstep: Class 7 contains 19035 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 244526 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 11 contains 152878 members 
Mstep: Class 12 contains 23322 members 
Mstep: Class 13 contains 33522 members 
Mstep: Class 14 contains 40850 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 21044 members 
Mstep: Class 18 contains 15452 members 
Mstep: Class 19 contains 10888 members 
Mstep: Class 20 contains 59955 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 9193 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 12594 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176458 members 
Mstep: Class 27 contains 21890 members 
Mstep: Class 28 contains 6599 members 
Mstep: Class 29 contains 3843 members 
Mstep: Class 30 contains 190686 members 
Mstep: Class 31 contains 173694 members 
Mstep: Class 32 contains 18588 members 
Mstep: Class 33 contains 38411 members 
Mstep: Class 34 contains 125515 members 
Mstep: Class 35 contains 160730 members 
Mstep: Class 36 contains 18815 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960496.000000 Penalty: 133191.765625
Iteration 102Q: 38 clusters Score -2.259605e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179947 members 
Mstep: Class 2 contains 40794 members 
Mstep: Class 3 contains 94928 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 50141 members 
Mstep: Class 6 contains 23092 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 244711 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 152612 members 
Mstep: Class 12 contains 23318 members 
Mstep: Class 13 contains 33523 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 16958 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 21076 members 
Mstep: Class 18 contains 15457 members 
Mstep: Class 19 contains 10921 members 
Mstep: Class 20 contains 59967 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 9189 members 
Mstep: Class 23 contains 7503 members 
Mstep: Class 24 contains 12747 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176463 members 
Mstep: Class 27 contains 21892 members 
Mstep: Class 28 contains 6599 members 
Mstep: Class 29 contains 3843 members 
Mstep: Class 30 contains 190821 members 
Mstep: Class 31 contains 173718 members 
Mstep: Class 32 contains 18546 members 
Mstep: Class 33 contains 38345 members 
Mstep: Class 34 contains 125170 members 
Mstep: Class 35 contains 160597 members 
Mstep: Class 36 contains 18787 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960768.000000 Penalty: 133191.765625
Iteration 103Q: 38 clusters Score -2.259608e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179907 members 
Mstep: Class 2 contains 41177 members 
Mstep: Class 3 contains 94937 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 49935 members 
Mstep: Class 6 contains 23103 members 
Mstep: Class 7 contains 19078 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 244894 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 11 contains 152386 members 
Mstep: Class 12 contains 23317 members 
Mstep: Class 13 contains 33523 members 
Mstep: Class 14 contains 40871 members 
Mstep: Class 15 contains 16957 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 21094 members 
Mstep: Class 18 contains 15456 members 
Mstep: Class 19 contains 10956 members 
Mstep: Class 20 contains 59984 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 9189 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 12918 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176462 members 
Mstep: Class 27 contains 21893 members 
Mstep: Class 28 contains 6601 members 
Mstep: Class 29 contains 3843 members 
Mstep: Class 30 contains 190968 members 
Mstep: Class 31 contains 173764 members 
Mstep: Class 32 contains 18490 members 
Mstep: Class 33 contains 38287 members 
Mstep: Class 34 contains 124828 members 
Mstep: Class 35 contains 160473 members 
Mstep: Class 36 contains 18750 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960336.000000 Penalty: 133191.765625
Iteration 104Q: 38 clusters Score -2.259603e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179866 members 
Mstep: Class 2 contains 41539 members 
Mstep: Class 3 contains 94961 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 49781 members 
Mstep: Class 6 contains 23110 members 
Mstep: Class 7 contains 19091 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 245039 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 152135 members 
Mstep: Class 12 contains 23313 members 
Mstep: Class 13 contains 33528 members 
Mstep: Class 14 contains 40876 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 21115 members 
Mstep: Class 18 contains 15455 members 
Mstep: Class 19 contains 10981 members 
Mstep: Class 20 contains 59993 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9187 members 
Mstep: Class 23 contains 7561 members 
Mstep: Class 24 contains 13060 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176481 members 
Mstep: Class 27 contains 21893 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 3843 members 
Mstep: Class 30 contains 191088 members 
Mstep: Class 31 contains 173822 members 
Mstep: Class 32 contains 18439 members 
Mstep: Class 33 contains 38252 members 
Mstep: Class 34 contains 124503 members 
Mstep: Class 35 contains 160384 members 
Mstep: Class 36 contains 18718 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960608.000000 Penalty: 133191.765625
Iteration 105Q: 38 clusters Score -2.259606e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179846 members 
Mstep: Class 2 contains 41912 members 
Mstep: Class 3 contains 94989 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 49624 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 19095 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 245190 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 151892 members 
Mstep: Class 12 contains 23311 members 
Mstep: Class 13 contains 33533 members 
Mstep: Class 14 contains 40892 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 21127 members 
Mstep: Class 18 contains 15451 members 
Mstep: Class 19 contains 11014 members 
Mstep: Class 20 contains 60009 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 9189 members 
Mstep: Class 23 contains 7583 members 
Mstep: Class 24 contains 13185 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176501 members 
Mstep: Class 27 contains 21896 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 3844 members 
Mstep: Class 30 contains 191188 members 
Mstep: Class 31 contains 173881 members 
Mstep: Class 32 contains 18387 members 
Mstep: Class 33 contains 38213 members 
Mstep: Class 34 contains 124170 members 
Mstep: Class 35 contains 160270 members 
Mstep: Class 36 contains 18703 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960672.000000 Penalty: 133191.765625
Iteration 106Q: 38 clusters Score -2.259607e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179795 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 95017 members 
Mstep: Class 4 contains 5128 members 
Mstep: Class 5 contains 49484 members 
Mstep: Class 6 contains 23135 members 
Mstep: Class 7 contains 19109 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 245344 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 151657 members 
Mstep: Class 12 contains 23308 members 
Mstep: Class 13 contains 33535 members 
Mstep: Class 14 contains 40908 members 
Mstep: Class 15 contains 16954 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 21146 members 
Mstep: Class 18 contains 15448 members 
Mstep: Class 19 contains 11048 members 
Mstep: Class 20 contains 60031 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 9187 members 
Mstep: Class 23 contains 7610 members 
Mstep: Class 24 contains 13294 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176531 members 
Mstep: Class 27 contains 21895 members 
Mstep: Class 28 contains 6606 members 
Mstep: Class 29 contains 3845 members 
Mstep: Class 30 contains 191320 members 
Mstep: Class 31 contains 173929 members 
Mstep: Class 32 contains 18336 members 
Mstep: Class 33 contains 38163 members 
Mstep: Class 34 contains 123812 members 
Mstep: Class 35 contains 160170 members 
Mstep: Class 36 contains 18688 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960496.000000 Penalty: 133191.765625
Iteration 107Q: 38 clusters Score -2.259605e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179737 members 
Mstep: Class 2 contains 42637 members 
Mstep: Class 3 contains 95048 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 49364 members 
Mstep: Class 6 contains 23147 members 
Mstep: Class 7 contains 19130 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 245510 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 151398 members 
Mstep: Class 12 contains 23299 members 
Mstep: Class 13 contains 33543 members 
Mstep: Class 14 contains 40928 members 
Mstep: Class 15 contains 16952 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 21160 members 
Mstep: Class 18 contains 15448 members 
Mstep: Class 19 contains 11093 members 
Mstep: Class 20 contains 60048 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 9185 members 
Mstep: Class 23 contains 7622 members 
Mstep: Class 24 contains 13386 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176562 members 
Mstep: Class 27 contains 21895 members 
Mstep: Class 28 contains 6611 members 
Mstep: Class 29 contains 3846 members 
Mstep: Class 30 contains 191460 members 
Mstep: Class 31 contains 173977 members 
Mstep: Class 32 contains 18291 members 
Mstep: Class 33 contains 38116 members 
Mstep: Class 34 contains 123454 members 
Mstep: Class 35 contains 160067 members 
Mstep: Class 36 contains 18668 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960704.000000 Penalty: 133191.765625
Iteration 108Q: 38 clusters Score -2.259607e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179674 members 
Mstep: Class 2 contains 43004 members 
Mstep: Class 3 contains 95074 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 49245 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 19143 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 245679 members 
Mstep: Class 10 contains 3322 members 
Mstep: Class 11 contains 151151 members 
Mstep: Class 12 contains 23297 members 
Mstep: Class 13 contains 33552 members 
Mstep: Class 14 contains 40945 members 
Mstep: Class 15 contains 16950 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 21186 members 
Mstep: Class 18 contains 15449 members 
Mstep: Class 19 contains 11140 members 
Mstep: Class 20 contains 60063 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 22 contains 9185 members 
Mstep: Class 23 contains 7628 members 
Mstep: Class 24 contains 13476 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176597 members 
Mstep: Class 27 contains 21896 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 191608 members 
Mstep: Class 31 contains 174047 members 
Mstep: Class 32 contains 18247 members 
Mstep: Class 33 contains 38068 members 
Mstep: Class 34 contains 123074 members 
Mstep: Class 35 contains 159939 members 
Mstep: Class 36 contains 18653 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960656.000000 Penalty: 133191.765625
Iteration 109Q: 38 clusters Score -2.259607e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179622 members 
Mstep: Class 2 contains 43372 members 
Mstep: Class 3 contains 95092 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 49143 members 
Mstep: Class 6 contains 23174 members 
Mstep: Class 7 contains 19151 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 245858 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 11 contains 150896 members 
Mstep: Class 12 contains 23294 members 
Mstep: Class 13 contains 33563 members 
Mstep: Class 14 contains 40953 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 21194 members 
Mstep: Class 18 contains 15446 members 
Mstep: Class 19 contains 11191 members 
Mstep: Class 20 contains 60090 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 22 contains 9187 members 
Mstep: Class 23 contains 7627 members 
Mstep: Class 24 contains 13571 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176626 members 
Mstep: Class 27 contains 21896 members 
Mstep: Class 28 contains 6613 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 191749 members 
Mstep: Class 31 contains 174128 members 
Mstep: Class 32 contains 18202 members 
Mstep: Class 33 contains 38024 members 
Mstep: Class 34 contains 122704 members 
Mstep: Class 35 contains 159784 members 
Mstep: Class 36 contains 18641 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960352.000000 Penalty: 133191.765625
Iteration 110Q: 38 clusters Score -2.259604e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179566 members 
Mstep: Class 2 contains 43750 members 
Mstep: Class 3 contains 95113 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 5 contains 49075 members 
Mstep: Class 6 contains 23192 members 
Mstep: Class 7 contains 19168 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 246047 members 
Mstep: Class 10 contains 3316 members 
Mstep: Class 11 contains 150690 members 
Mstep: Class 12 contains 23289 members 
Mstep: Class 13 contains 33569 members 
Mstep: Class 14 contains 40963 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 21209 members 
Mstep: Class 18 contains 15446 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 60107 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 22 contains 9189 members 
Mstep: Class 23 contains 7634 members 
Mstep: Class 24 contains 13635 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176633 members 
Mstep: Class 27 contains 21900 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3846 members 
Mstep: Class 30 contains 191872 members 
Mstep: Class 31 contains 174188 members 
Mstep: Class 32 contains 18150 members 
Mstep: Class 33 contains 37986 members 
Mstep: Class 34 contains 122304 members 
Mstep: Class 35 contains 159641 members 
Mstep: Class 36 contains 18629 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225960800.000000 Penalty: 133191.765625
Iteration 111Q: 38 clusters Score -2.259608e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179523 members 
Mstep: Class 2 contains 44167 members 
Mstep: Class 3 contains 95130 members 
Mstep: Class 4 contains 5068 members 
Mstep: Class 5 contains 48976 members 
Mstep: Class 6 contains 23195 members 
Mstep: Class 7 contains 19192 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 246224 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 150478 members 
Mstep: Class 12 contains 23282 members 
Mstep: Class 13 contains 33575 members 
Mstep: Class 14 contains 40977 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 21220 members 
Mstep: Class 18 contains 15447 members 
Mstep: Class 19 contains 11325 members 
Mstep: Class 20 contains 60122 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 9193 members 
Mstep: Class 23 contains 7642 members 
Mstep: Class 24 contains 13724 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176647 members 
Mstep: Class 27 contains 21905 members 
Mstep: Class 28 contains 6615 members 
Mstep: Class 29 contains 3846 members 
Mstep: Class 30 contains 191984 members 
Mstep: Class 31 contains 174271 members 
Mstep: Class 32 contains 18091 members 
Mstep: Class 33 contains 37944 members 
Mstep: Class 34 contains 121903 members 
Mstep: Class 35 contains 159474 members 
Mstep: Class 36 contains 18609 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961568.000000 Penalty: 133191.765625
Iteration 112Q: 38 clusters Score -2.259616e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179498 members 
Mstep: Class 2 contains 44558 members 
Mstep: Class 3 contains 95137 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 48907 members 
Mstep: Class 6 contains 23200 members 
Mstep: Class 7 contains 19216 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 246431 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 11 contains 150300 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33580 members 
Mstep: Class 14 contains 40988 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 21228 members 
Mstep: Class 18 contains 15442 members 
Mstep: Class 19 contains 11391 members 
Mstep: Class 20 contains 60145 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 9194 members 
Mstep: Class 23 contains 7648 members 
Mstep: Class 24 contains 13790 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176653 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 6615 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192081 members 
Mstep: Class 31 contains 174326 members 
Mstep: Class 32 contains 18040 members 
Mstep: Class 33 contains 37921 members 
Mstep: Class 34 contains 121494 members 
Mstep: Class 35 contains 159284 members 
Mstep: Class 36 contains 18590 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961312.000000 Penalty: 133191.765625
Iteration 113Q: 38 clusters Score -2.259613e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179483 members 
Mstep: Class 2 contains 44946 members 
Mstep: Class 3 contains 95138 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 48866 members 
Mstep: Class 6 contains 23218 members 
Mstep: Class 7 contains 19236 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 246611 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 11 contains 150140 members 
Mstep: Class 12 contains 23274 members 
Mstep: Class 13 contains 33587 members 
Mstep: Class 14 contains 41003 members 
Mstep: Class 15 contains 16921 members 
Mstep: Class 16 contains 8780 members 
Mstep: Class 17 contains 21232 members 
Mstep: Class 18 contains 15428 members 
Mstep: Class 19 contains 11461 members 
Mstep: Class 20 contains 60172 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 9193 members 
Mstep: Class 23 contains 7657 members 
Mstep: Class 24 contains 13855 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176640 members 
Mstep: Class 27 contains 21907 members 
Mstep: Class 28 contains 6616 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192141 members 
Mstep: Class 31 contains 174370 members 
Mstep: Class 32 contains 17992 members 
Mstep: Class 33 contains 37898 members 
Mstep: Class 34 contains 121101 members 
Mstep: Class 35 contains 159092 members 
Mstep: Class 36 contains 18576 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961760.000000 Penalty: 133191.765625
Iteration 114Q: 38 clusters Score -2.259618e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179464 members 
Mstep: Class 2 contains 45303 members 
Mstep: Class 3 contains 95150 members 
Mstep: Class 4 contains 5036 members 
Mstep: Class 5 contains 48792 members 
Mstep: Class 6 contains 23229 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 246797 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 149955 members 
Mstep: Class 12 contains 23273 members 
Mstep: Class 13 contains 33590 members 
Mstep: Class 14 contains 41028 members 
Mstep: Class 15 contains 16920 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 21237 members 
Mstep: Class 18 contains 15427 members 
Mstep: Class 19 contains 11533 members 
Mstep: Class 20 contains 60185 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 9194 members 
Mstep: Class 23 contains 7661 members 
Mstep: Class 24 contains 13943 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176640 members 
Mstep: Class 27 contains 21916 members 
Mstep: Class 28 contains 6616 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192198 members 
Mstep: Class 31 contains 174441 members 
Mstep: Class 32 contains 17950 members 
Mstep: Class 33 contains 37884 members 
Mstep: Class 34 contains 120691 members 
Mstep: Class 35 contains 158912 members 
Mstep: Class 36 contains 18557 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962096.000000 Penalty: 133191.765625
Iteration 115Q: 38 clusters Score -2.259621e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179453 members 
Mstep: Class 2 contains 45642 members 
Mstep: Class 3 contains 95181 members 
Mstep: Class 4 contains 5022 members 
Mstep: Class 5 contains 48719 members 
Mstep: Class 6 contains 23247 members 
Mstep: Class 7 contains 19269 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 246954 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 149805 members 
Mstep: Class 12 contains 23274 members 
Mstep: Class 13 contains 33594 members 
Mstep: Class 14 contains 41041 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 21244 members 
Mstep: Class 18 contains 15417 members 
Mstep: Class 19 contains 11610 members 
Mstep: Class 20 contains 60199 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 9195 members 
Mstep: Class 23 contains 7662 members 
Mstep: Class 24 contains 14005 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176655 members 
Mstep: Class 27 contains 21922 members 
Mstep: Class 28 contains 6616 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192259 members 
Mstep: Class 31 contains 174510 members 
Mstep: Class 32 contains 17912 members 
Mstep: Class 33 contains 37869 members 
Mstep: Class 34 contains 120279 members 
Mstep: Class 35 contains 158749 members 
Mstep: Class 36 contains 18541 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225961856.000000 Penalty: 133191.765625
Iteration 116Q: 38 clusters Score -2.259619e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179445 members 
Mstep: Class 2 contains 45986 members 
Mstep: Class 3 contains 95201 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 5 contains 48663 members 
Mstep: Class 6 contains 23276 members 
Mstep: Class 7 contains 19295 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 247167 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 149613 members 
Mstep: Class 12 contains 23275 members 
Mstep: Class 13 contains 33596 members 
Mstep: Class 14 contains 41056 members 
Mstep: Class 15 contains 16915 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 21250 members 
Mstep: Class 18 contains 15413 members 
Mstep: Class 19 contains 11673 members 
Mstep: Class 20 contains 60215 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9194 members 
Mstep: Class 23 contains 7661 members 
Mstep: Class 24 contains 14053 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176664 members 
Mstep: Class 27 contains 21924 members 
Mstep: Class 28 contains 6615 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192317 members 
Mstep: Class 31 contains 174573 members 
Mstep: Class 32 contains 17879 members 
Mstep: Class 33 contains 37851 members 
Mstep: Class 34 contains 119836 members 
Mstep: Class 35 contains 158579 members 
Mstep: Class 36 contains 18537 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962176.000000 Penalty: 133191.765625
Iteration 117Q: 38 clusters Score -2.259622e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179433 members 
Mstep: Class 2 contains 46302 members 
Mstep: Class 3 contains 95223 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 48633 members 
Mstep: Class 6 contains 23299 members 
Mstep: Class 7 contains 19327 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 247361 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 149451 members 
Mstep: Class 12 contains 23277 members 
Mstep: Class 13 contains 33599 members 
Mstep: Class 14 contains 41060 members 
Mstep: Class 15 contains 16920 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 21263 members 
Mstep: Class 18 contains 15411 members 
Mstep: Class 19 contains 11765 members 
Mstep: Class 20 contains 60225 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9202 members 
Mstep: Class 23 contains 7660 members 
Mstep: Class 24 contains 14095 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176679 members 
Mstep: Class 27 contains 21936 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3846 members 
Mstep: Class 30 contains 192354 members 
Mstep: Class 31 contains 174653 members 
Mstep: Class 32 contains 17849 members 
Mstep: Class 33 contains 37834 members 
Mstep: Class 34 contains 119396 members 
Mstep: Class 35 contains 158368 members 
Mstep: Class 36 contains 18529 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225962960.000000 Penalty: 133191.765625
Iteration 118Q: 38 clusters Score -2.25963e+08 nChanged 2098
Entering ConstructFrom: 
Score: -225962960.000000 Penalty: 133191.765625
Entering ConstructFrom: 
Trying to split cluster 1 (179408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179408 members 
Entering Unmasked Estep 
Score: -21110486.000000 Penalty: 3000.159668
	Iteration 0F: 2 clusters Score -2.111049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -20994984.000000 Penalty: 6000.319336
	Iteration 0F: 3 clusters Score -2.099498e+07 nChanged 85972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -21045438.000000 Penalty: 6000.319336
	Iteration 1F: 3 clusters Score -2.104544e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -21046784.000000 Penalty: 6000.319336
	Iteration 2Q: 3 clusters Score -2.104678e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81297 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -21048576.000000 Penalty: 6000.319336
	Iteration 3Q: 3 clusters Score -2.104858e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -21051148.000000 Penalty: 6000.319336
	Iteration 4Q: 3 clusters Score -2.105115e+07 nChanged 9540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69042 members 
Mstep: Class 2 contains 110366 members 
Entering Unmasked Estep 
Score: -21055838.000000 Penalty: 6000.319336
	Iteration 5F: 3 clusters Score -2.105584e+07 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 120162 members 
Entering Unmasked Estep 
Score: -21062688.000000 Penalty: 6000.319336
	Iteration 6F: 3 clusters Score -2.106269e+07 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 132027 members 
Entering Unmasked Estep 
Score: -21071624.000000 Penalty: 6000.319336
	Iteration 7F: 3 clusters Score -2.107162e+07 nChanged 13492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 144951 members 
Entering Unmasked Estep 
Score: -21082178.000000 Penalty: 6000.319336
	Iteration 8F: 3 clusters Score -2.108218e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -21092802.000000 Penalty: 6000.319336
	Iteration 9F: 3 clusters Score -2.10928e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 167269 members 
Entering Unmasked Estep 
Score: -21100478.000000 Penalty: 6000.319336
	Iteration 10F: 3 clusters Score -2.110048e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 173698 members 
Entering Unmasked Estep 
Score: -21104810.000000 Penalty: 6000.319336
	Iteration 11Q: 3 clusters Score -2.110481e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 176943 members 
Entering Unmasked Estep 
Score: -21106904.000000 Penalty: 6000.319336
	Iteration 12Q: 3 clusters Score -2.11069e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 178257 members 
Entering Unmasked Estep 
Score: -21107620.000000 Penalty: 6000.319336
	Iteration 13Q: 3 clusters Score -2.110762e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 178699 members 
Entering Unmasked Estep 
Score: -21107954.000000 Penalty: 6000.319336
	Iteration 14Q: 3 clusters Score -2.110795e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 178855 members 
Entering Unmasked Estep 
Score: -21108112.000000 Penalty: 6000.319336
	Iteration 15Q: 3 clusters Score -2.110811e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 178906 members 
Entering Unmasked Estep 
Score: -21108176.000000 Penalty: 6000.319336
	Iteration 16Q: 3 clusters Score -2.110818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 178935 members 
Entering Unmasked Estep 
Score: -21108212.000000 Penalty: 6000.319336
	Iteration 17Q: 3 clusters Score -2.110821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 178954 members 
Entering Unmasked Estep 
Score: -21108220.000000 Penalty: 6000.319336
	Iteration 18Q: 3 clusters Score -2.110822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 178965 members 
Entering Unmasked Estep 
Score: -21108230.000000 Penalty: 6000.319336
	Iteration 19Q: 3 clusters Score -2.110823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 178969 members 
Entering Unmasked Estep 
Score: -21108244.000000 Penalty: 6000.319336
	Iteration 20F: 3 clusters Score -2.110824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 178977 members 
Entering Unmasked Estep 
Score: -21108262.000000 Penalty: 6000.319336
	Iteration 21Q: 3 clusters Score -2.110826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 178978 members 
Entering Unmasked Estep 
Score: -21108298.000000 Penalty: 6000.319336
	Iteration 22Q: 3 clusters Score -2.11083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 178977 members 
Entering Unmasked Estep 
Score: -21108310.000000 Penalty: 6000.319336
	Iteration 23Q: 3 clusters Score -2.110831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -21108324.000000 Penalty: 6000.319336
	Iteration 24Q: 3 clusters Score -2.110832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 178983 members 
Entering Unmasked Estep 
Score: -21108344.000000 Penalty: 6000.319336
	Iteration 25Q: 3 clusters Score -2.110834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 178987 members 
Entering Unmasked Estep 
Score: -21108354.000000 Penalty: 6000.319336
	Iteration 26Q: 3 clusters Score -2.110835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 178984 members 
Entering Unmasked Estep 
Score: -21108352.000000 Penalty: 6000.319336
	Iteration 27Q: 3 clusters Score -2.110835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 178985 members 
Entering Unmasked Estep 
Score: -21108358.000000 Penalty: 6000.319336
	Iteration 28Q: 3 clusters Score -2.110836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 178984 members 
Entering Unmasked Estep 
Score: -21108372.000000 Penalty: 6000.319336
	Iteration 29Q: 3 clusters Score -2.110837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -21108360.000000 Penalty: 6000.319336
	Iteration 30Q: 3 clusters Score -2.110836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -21108366.000000 Penalty: 6000.319336
	Iteration 31Q: 3 clusters Score -2.110837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -21108370.000000 Penalty: 6000.319336
	Iteration 32Q: 3 clusters Score -2.110837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 178981 members 
Entering Unmasked Estep 
Score: -21108378.000000 Penalty: 6000.319336
	Iteration 33Q: 3 clusters Score -2.110838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 178981 members 
Entering Unmasked Estep 
Score: -21108378.000000 Penalty: 6000.319336
	Iteration 34F: 3 clusters Score -2.110838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Entering Unmasked Estep 
Score: -5518337.500000 Penalty: 2666.217773
	Iteration 0F: 2 clusters Score -5518338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -5486617.500000 Penalty: 5332.435547
	Iteration 0F: 3 clusters Score -5486618 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5499046.500000 Penalty: 5332.435547
	Iteration 1F: 3 clusters Score -5499046 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -5500523.500000 Penalty: 5332.435547
	Iteration 2F: 3 clusters Score -5500524 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -5503126.500000 Penalty: 5332.435547
	Iteration 3F: 3 clusters Score -5503126 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -5506887.000000 Penalty: 5332.435547
	Iteration 4F: 3 clusters Score -5506887 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -5510818.000000 Penalty: 5332.435547
	Iteration 5F: 3 clusters Score -5510818 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5514324.500000 Penalty: 5332.435547
	Iteration 6F: 3 clusters Score -5514324 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5516847.500000 Penalty: 5332.435547
	Iteration 7Q: 3 clusters Score -5516848 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -5518530.000000 Penalty: 5332.435547
	Iteration 8Q: 3 clusters Score -5518530 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -5519234.000000 Penalty: 5332.435547
	Iteration 9Q: 3 clusters Score -5519234 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5519452.500000 Penalty: 5332.435547
	Iteration 10Q: 3 clusters Score -5519452 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5519570.500000 Penalty: 5332.435547
	Iteration 11Q: 3 clusters Score -5519570 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5519624.000000 Penalty: 5332.435547
	Iteration 12Q: 3 clusters Score -5519624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -5519657.500000 Penalty: 5332.435547
	Iteration 13Q: 3 clusters Score -5519658 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -5519672.500000 Penalty: 5332.435547
	Iteration 14Q: 3 clusters Score -5519672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -5519676.500000 Penalty: 5332.435547
	Iteration 15Q: 3 clusters Score -5519676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -5519701.500000 Penalty: 5332.435547
	Iteration 16Q: 3 clusters Score -5519702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -5519714.000000 Penalty: 5332.435547
	Iteration 17Q: 3 clusters Score -5519714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -5519718.500000 Penalty: 5332.435547
	Iteration 18Q: 3 clusters Score -5519718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -5519728.000000 Penalty: 5332.435547
	Iteration 19Q: 3 clusters Score -5519728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -5519757.500000 Penalty: 5332.435547
	Iteration 20F: 3 clusters Score -5519758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -5519767.000000 Penalty: 5332.435547
	Iteration 21Q: 3 clusters Score -5519767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5519773.000000 Penalty: 5332.435547
	Iteration 22Q: 3 clusters Score -5519773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -5519779.000000 Penalty: 5332.435547
	Iteration 23Q: 3 clusters Score -5519779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -5519778.000000 Penalty: 5332.435547
	Iteration 24Q: 3 clusters Score -5519778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5519781.000000 Penalty: 5332.435547
	Iteration 25Q: 3 clusters Score -5519781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5519773.500000 Penalty: 5332.435547
	Iteration 26Q: 3 clusters Score -5519774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -5519780.500000 Penalty: 5332.435547
	Iteration 27Q: 3 clusters Score -5519780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5519792.500000 Penalty: 5332.435547
	Iteration 28Q: 3 clusters Score -5519792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5519800.000000 Penalty: 5332.435547
	Iteration 29Q: 3 clusters Score -5519800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -5519812.000000 Penalty: 5332.435547
	Iteration 30Q: 3 clusters Score -5519812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -5519802.000000 Penalty: 5332.435547
	Iteration 31Q: 3 clusters Score -5519802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -5519801.000000 Penalty: 5332.435547
	Iteration 32Q: 3 clusters Score -5519801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -5519801.000000 Penalty: 5332.435547
	Iteration 33Q: 3 clusters Score -5519801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5519804.500000 Penalty: 5332.435547
	Iteration 34Q: 3 clusters Score -5519804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -5519803.500000 Penalty: 5332.435547
	Iteration 35Q: 3 clusters Score -5519804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5519806.000000 Penalty: 5332.435547
	Iteration 36Q: 3 clusters Score -5519806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -5519808.500000 Penalty: 5332.435547
	Iteration 37Q: 3 clusters Score -5519808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5519796.500000 Penalty: 5332.435547
	Iteration 38Q: 3 clusters Score -5519796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5519797.500000 Penalty: 5332.435547
	Iteration 39Q: 3 clusters Score -5519798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -5519802.500000 Penalty: 5332.435547
	Iteration 40F: 3 clusters Score -5519802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5519810.500000 Penalty: 5332.435547
	Iteration 41Q: 3 clusters Score -5519810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -5519817.500000 Penalty: 5332.435547
	Iteration 42Q: 3 clusters Score -5519818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -5519816.000000 Penalty: 5332.435547
	Iteration 43Q: 3 clusters Score -5519816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -5519819.000000 Penalty: 5332.435547
	Iteration 44Q: 3 clusters Score -5519819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -5519818.500000 Penalty: 5332.435547
	Iteration 45Q: 3 clusters Score -5519818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5519819.000000 Penalty: 5332.435547
	Iteration 46Q: 3 clusters Score -5519819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -5519836.000000 Penalty: 5332.435547
	Iteration 47Q: 3 clusters Score -5519836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5519840.500000 Penalty: 5332.435547
	Iteration 48Q: 3 clusters Score -5519840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5519834.500000 Penalty: 5332.435547
	Iteration 49Q: 3 clusters Score -5519834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5519830.000000 Penalty: 5332.435547
	Iteration 50Q: 3 clusters Score -5519830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -5519823.000000 Penalty: 5332.435547
	Iteration 51Q: 3 clusters Score -5519823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -5519820.000000 Penalty: 5332.435547
	Iteration 52Q: 3 clusters Score -5519820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5519820.500000 Penalty: 5332.435547
	Iteration 53Q: 3 clusters Score -5519820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5519823.500000 Penalty: 5332.435547
	Iteration 54Q: 3 clusters Score -5519824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5519820.500000 Penalty: 5332.435547
	Iteration 55Q: 3 clusters Score -5519820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5519825.000000 Penalty: 5332.435547
	Iteration 56Q: 3 clusters Score -5519825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -5519823.000000 Penalty: 5332.435547
	Iteration 57Q: 3 clusters Score -5519823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -5519823.500000 Penalty: 5332.435547
	Iteration 58Q: 3 clusters Score -5519824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -5519825.500000 Penalty: 5332.435547
	Iteration 59Q: 3 clusters Score -5519826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -5519825.500000 Penalty: 5332.435547
	Iteration 60F: 3 clusters Score -5519826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -5519825.500000 Penalty: 5332.435547
	Iteration 61Q: 3 clusters Score -5519826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -5519825.500000 Penalty: 5332.435547
	Iteration 62Q: 3 clusters Score -5519826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -5519825.500000 Penalty: 5332.435547
	Iteration 63F: 3 clusters Score -5519826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 95251 members 
Mstep: Class 4 contains 4976 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 247518 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 149320 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176691 members 
Mstep: Class 27 contains 21953 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192419 members 
Mstep: Class 31 contains 174707 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 37804 members 
Mstep: Class 34 contains 118960 members 
Mstep: Class 35 contains 158161 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 42185 members 
Entering Unmasked Estep 
Score: -225964192.000000 Penalty: 136791.531250
Splitting cluster 2 changes total score from -225962960.000000 to -225964192.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 3 (95251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Entering Unmasked Estep 
Score: -11167256.000000 Penalty: 2843.139160
	Iteration 0F: 2 clusters Score -1.116726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -11103533.000000 Penalty: 5686.278320
	Iteration 0F: 3 clusters Score -1.110353e+07 nChanged 45153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -11129403.000000 Penalty: 5686.278320
	Iteration 1F: 3 clusters Score -1.11294e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -11130903.000000 Penalty: 5686.278320
	Iteration 2Q: 3 clusters Score -1.11309e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -11133384.000000 Penalty: 5686.278320
	Iteration 3F: 3 clusters Score -1.113338e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -11137287.000000 Penalty: 5686.278320
	Iteration 4F: 3 clusters Score -1.113729e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -11142052.000000 Penalty: 5686.278320
	Iteration 5F: 3 clusters Score -1.114205e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 68035 members 
Entering Unmasked Estep 
Score: -11146650.000000 Penalty: 5686.278320
	Iteration 6F: 3 clusters Score -1.114665e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -11150418.000000 Penalty: 5686.278320
	Iteration 7F: 3 clusters Score -1.115042e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 77163 members 
Entering Unmasked Estep 
Score: -11153513.000000 Penalty: 5686.278320
	Iteration 8F: 3 clusters Score -1.115351e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -11156279.000000 Penalty: 5686.278320
	Iteration 9Q: 3 clusters Score -1.115628e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -11158698.000000 Penalty: 5686.278320
	Iteration 10Q: 3 clusters Score -1.11587e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -11160676.000000 Penalty: 5686.278320
	Iteration 11Q: 3 clusters Score -1.116068e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -11162259.000000 Penalty: 5686.278320
	Iteration 12Q: 3 clusters Score -1.116226e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 91911 members 
Entering Unmasked Estep 
Score: -11163378.000000 Penalty: 5686.278320
	Iteration 13Q: 3 clusters Score -1.116338e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -11164058.000000 Penalty: 5686.278320
	Iteration 14Q: 3 clusters Score -1.116406e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 93572 members 
Entering Unmasked Estep 
Score: -11164477.000000 Penalty: 5686.278320
	Iteration 15Q: 3 clusters Score -1.116448e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -11164710.000000 Penalty: 5686.278320
	Iteration 16Q: 3 clusters Score -1.116471e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -11164854.000000 Penalty: 5686.278320
	Iteration 17Q: 3 clusters Score -1.116485e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 94280 members 
Entering Unmasked Estep 
Score: -11164974.000000 Penalty: 5686.278320
	Iteration 18Q: 3 clusters Score -1.116497e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 94357 members 
Entering Unmasked Estep 
Score: -11165066.000000 Penalty: 5686.278320
	Iteration 19Q: 3 clusters Score -1.116507e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 94404 members 
Entering Unmasked Estep 
Score: -11165103.000000 Penalty: 5686.278320
	Iteration 20F: 3 clusters Score -1.11651e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -11165143.000000 Penalty: 5686.278320
	Iteration 21Q: 3 clusters Score -1.116514e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -11165160.000000 Penalty: 5686.278320
	Iteration 22Q: 3 clusters Score -1.116516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -11165190.000000 Penalty: 5686.278320
	Iteration 23Q: 3 clusters Score -1.116519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 94488 members 
Entering Unmasked Estep 
Score: -11165200.000000 Penalty: 5686.278320
	Iteration 24Q: 3 clusters Score -1.11652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -11165212.000000 Penalty: 5686.278320
	Iteration 25Q: 3 clusters Score -1.116521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 94499 members 
Entering Unmasked Estep 
Score: -11165204.000000 Penalty: 5686.278320
	Iteration 26Q: 3 clusters Score -1.11652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -11165205.000000 Penalty: 5686.278320
	Iteration 27Q: 3 clusters Score -1.11652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -11165228.000000 Penalty: 5686.278320
	Iteration 28Q: 3 clusters Score -1.116523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -11165238.000000 Penalty: 5686.278320
	Iteration 29Q: 3 clusters Score -1.116524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -11165244.000000 Penalty: 5686.278320
	Iteration 30Q: 3 clusters Score -1.116524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -11165247.000000 Penalty: 5686.278320
	Iteration 31Q: 3 clusters Score -1.116525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -11165245.000000 Penalty: 5686.278320
	Iteration 32Q: 3 clusters Score -1.116524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -11165257.000000 Penalty: 5686.278320
	Iteration 33Q: 3 clusters Score -1.116526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -11165248.000000 Penalty: 5686.278320
	Iteration 34Q: 3 clusters Score -1.116525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -11165245.000000 Penalty: 5686.278320
	Iteration 35Q: 3 clusters Score -1.116524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -11165247.000000 Penalty: 5686.278320
	Iteration 36Q: 3 clusters Score -1.116525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -11165244.000000 Penalty: 5686.278320
	Iteration 37Q: 3 clusters Score -1.116524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 94506 members 
Entering Unmasked Estep 
Score: -11165233.000000 Penalty: 5686.278320
	Iteration 38Q: 3 clusters Score -1.116523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -11165241.000000 Penalty: 5686.278320
	Iteration 39Q: 3 clusters Score -1.116524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -11165237.000000 Penalty: 5686.278320
	Iteration 40F: 3 clusters Score -1.116524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -11165241.000000 Penalty: 5686.278320
	Iteration 41Q: 3 clusters Score -1.116524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 94504 members 
Entering Unmasked Estep 
Score: -11165237.000000 Penalty: 5686.278320
	Iteration 42Q: 3 clusters Score -1.116524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -11165237.000000 Penalty: 5686.278320
	Iteration 43Q: 3 clusters Score -1.116524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 94508 members 
Entering Unmasked Estep 
Score: -11165250.000000 Penalty: 5686.278320
	Iteration 44Q: 3 clusters Score -1.116525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -11165245.000000 Penalty: 5686.278320
	Iteration 45Q: 3 clusters Score -1.116524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 94517 members 
Entering Unmasked Estep 
Score: -11165250.000000 Penalty: 5686.278320
	Iteration 46Q: 3 clusters Score -1.116525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -11165257.000000 Penalty: 5686.278320
	Iteration 47Q: 3 clusters Score -1.116526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -11165262.000000 Penalty: 5686.278320
	Iteration 48Q: 3 clusters Score -1.116526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -11165270.000000 Penalty: 5686.278320
	Iteration 49Q: 3 clusters Score -1.116527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -11165276.000000 Penalty: 5686.278320
	Iteration 50Q: 3 clusters Score -1.116528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -11165272.000000 Penalty: 5686.278320
	Iteration 51Q: 3 clusters Score -1.116527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -11165275.000000 Penalty: 5686.278320
	Iteration 52Q: 3 clusters Score -1.116528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -11165298.000000 Penalty: 5686.278320
	Iteration 53Q: 3 clusters Score -1.11653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 94557 members 
Entering Unmasked Estep 
Score: -11165301.000000 Penalty: 5686.278320
	Iteration 54Q: 3 clusters Score -1.11653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -11165298.000000 Penalty: 5686.278320
	Iteration 55Q: 3 clusters Score -1.11653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -11165316.000000 Penalty: 5686.278320
	Iteration 56Q: 3 clusters Score -1.116532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -11165311.000000 Penalty: 5686.278320
	Iteration 57Q: 3 clusters Score -1.116531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -11165314.000000 Penalty: 5686.278320
	Iteration 58Q: 3 clusters Score -1.116531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 94558 members 
Entering Unmasked Estep 
Score: -11165321.000000 Penalty: 5686.278320
	Iteration 59Q: 3 clusters Score -1.116532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -11165318.000000 Penalty: 5686.278320
	Iteration 60F: 3 clusters Score -1.116532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -11165322.000000 Penalty: 5686.278320
	Iteration 61Q: 3 clusters Score -1.116532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -11165322.000000 Penalty: 5686.278320
	Iteration 62Q: 3 clusters Score -1.116532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -11165326.000000 Penalty: 5686.278320
	Iteration 63Q: 3 clusters Score -1.116533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -11165331.000000 Penalty: 5686.278320
	Iteration 64Q: 3 clusters Score -1.116533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -11165342.000000 Penalty: 5686.278320
	Iteration 65Q: 3 clusters Score -1.116534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -11165335.000000 Penalty: 5686.278320
	Iteration 66Q: 3 clusters Score -1.116534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -11165348.000000 Penalty: 5686.278320
	Iteration 67Q: 3 clusters Score -1.116535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -11165347.000000 Penalty: 5686.278320
	Iteration 68Q: 3 clusters Score -1.116535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -11165344.000000 Penalty: 5686.278320
	Iteration 69Q: 3 clusters Score -1.116534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -11165349.000000 Penalty: 5686.278320
	Iteration 70Q: 3 clusters Score -1.116535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -11165348.000000 Penalty: 5686.278320
	Iteration 71Q: 3 clusters Score -1.116535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -11165360.000000 Penalty: 5686.278320
	Iteration 72Q: 3 clusters Score -1.116536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 94549 members 
Entering Unmasked Estep 
Score: -11165358.000000 Penalty: 5686.278320
	Iteration 73Q: 3 clusters Score -1.116536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 94550 members 
Entering Unmasked Estep 
Score: -11165353.000000 Penalty: 5686.278320
	Iteration 74Q: 3 clusters Score -1.116535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -11165350.000000 Penalty: 5686.278320
	Iteration 75Q: 3 clusters Score -1.116535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -11165357.000000 Penalty: 5686.278320
	Iteration 76Q: 3 clusters Score -1.116536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -11165353.000000 Penalty: 5686.278320
	Iteration 77Q: 3 clusters Score -1.116535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -11165357.000000 Penalty: 5686.278320
	Iteration 78Q: 3 clusters Score -1.116536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -11165366.000000 Penalty: 5686.278320
	Iteration 79Q: 3 clusters Score -1.116537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 94552 members 
Entering Unmasked Estep 
Score: -11165363.000000 Penalty: 5686.278320
	Iteration 80F: 3 clusters Score -1.116536e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -529431.812500 Penalty: 2111.070557
	Iteration 0F: 2 clusters Score -529431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -525013.687500 Penalty: 4222.141113
	Iteration 0F: 3 clusters Score -525013.7 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -526284.812500 Penalty: 4222.141113
	Iteration 1F: 3 clusters Score -526284.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -526742.687500 Penalty: 4222.141113
	Iteration 2F: 3 clusters Score -526742.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -527091.062500 Penalty: 4222.141113
	Iteration 3F: 3 clusters Score -527091.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -527376.062500 Penalty: 4222.141113
	Iteration 4F: 3 clusters Score -527376.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -527626.000000 Penalty: 4222.141113
	Iteration 5F: 3 clusters Score -527626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -527871.062500 Penalty: 4222.141113
	Iteration 6Q: 3 clusters Score -527871.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -528134.687500 Penalty: 4222.141113
	Iteration 7Q: 3 clusters Score -528134.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -528386.812500 Penalty: 4222.141113
	Iteration 8Q: 3 clusters Score -528386.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -528609.750000 Penalty: 4222.141113
	Iteration 9Q: 3 clusters Score -528609.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -528794.937500 Penalty: 4222.141113
	Iteration 10Q: 3 clusters Score -528794.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -528962.562500 Penalty: 4222.141113
	Iteration 11Q: 3 clusters Score -528962.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -529099.875000 Penalty: 4222.141113
	Iteration 12Q: 3 clusters Score -529099.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -529232.750000 Penalty: 4222.141113
	Iteration 13Q: 3 clusters Score -529232.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -529343.687500 Penalty: 4222.141113
	Iteration 14Q: 3 clusters Score -529343.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -529409.312500 Penalty: 4222.141113
	Iteration 15Q: 3 clusters Score -529409.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -529469.375000 Penalty: 4222.141113
	Iteration 16Q: 3 clusters Score -529469.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -529498.937500 Penalty: 4222.141113
	Iteration 17Q: 3 clusters Score -529498.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -529507.812500 Penalty: 4222.141113
	Iteration 18Q: 3 clusters Score -529507.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -529513.187500 Penalty: 4222.141113
	Iteration 19Q: 3 clusters Score -529513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -529515.687500 Penalty: 4222.141113
	Iteration 20F: 3 clusters Score -529515.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -529517.625000 Penalty: 4222.141113
	Iteration 21Q: 3 clusters Score -529517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -529519.375000 Penalty: 4222.141113
	Iteration 22Q: 3 clusters Score -529519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -529519.250000 Penalty: 4222.141113
	Iteration 23Q: 3 clusters Score -529519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -529519.187500 Penalty: 4222.141113
	Iteration 24Q: 3 clusters Score -529519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -529519.187500 Penalty: 4222.141113
	Iteration 25F: 3 clusters Score -529519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 95251 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 1712 members 
Mstep: Class 9 contains 247518 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 149320 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176691 members 
Mstep: Class 27 contains 21953 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192419 members 
Mstep: Class 31 contains 174707 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 37804 members 
Mstep: Class 34 contains 118960 members 
Mstep: Class 35 contains 158161 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 42185 members 
Mstep: Class 39 contains 1477 members 
Entering Unmasked Estep 
Score: -225963792.000000 Penalty: 140391.312500
Splitting cluster 4 changes total score from -225962960.000000 to -225963792.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 5 (48606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Entering Unmasked Estep 
Score: -5181681.500000 Penalty: 2676.292480
	Iteration 0F: 2 clusters Score -5181682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -5149073.500000 Penalty: 5352.584961
	Iteration 0F: 3 clusters Score -5149074 nChanged 22336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -5162240.500000 Penalty: 5352.584961
	Iteration 1F: 3 clusters Score -5162240 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -5163911.000000 Penalty: 5352.584961
	Iteration 2F: 3 clusters Score -5163911 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5165881.500000 Penalty: 5352.584961
	Iteration 3F: 3 clusters Score -5165882 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5167746.500000 Penalty: 5352.584961
	Iteration 4F: 3 clusters Score -5167746 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5169323.500000 Penalty: 5352.584961
	Iteration 5F: 3 clusters Score -5169324 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -5170454.000000 Penalty: 5352.584961
	Iteration 6F: 3 clusters Score -5170454 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -5171273.000000 Penalty: 5352.584961
	Iteration 7Q: 3 clusters Score -5171273 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5171919.500000 Penalty: 5352.584961
	Iteration 8Q: 3 clusters Score -5171920 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5172479.000000 Penalty: 5352.584961
	Iteration 9Q: 3 clusters Score -5172479 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -5172850.000000 Penalty: 5352.584961
	Iteration 10Q: 3 clusters Score -5172850 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -5173222.500000 Penalty: 5352.584961
	Iteration 11Q: 3 clusters Score -5173222 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -5173542.000000 Penalty: 5352.584961
	Iteration 12Q: 3 clusters Score -5173542 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5173810.500000 Penalty: 5352.584961
	Iteration 13Q: 3 clusters Score -5173810 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5174112.500000 Penalty: 5352.584961
	Iteration 14Q: 3 clusters Score -5174112 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -5174406.500000 Penalty: 5352.584961
	Iteration 15Q: 3 clusters Score -5174406 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -5174711.000000 Penalty: 5352.584961
	Iteration 16Q: 3 clusters Score -5174711 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -5175079.000000 Penalty: 5352.584961
	Iteration 17Q: 3 clusters Score -5175079 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -5175491.500000 Penalty: 5352.584961
	Iteration 18Q: 3 clusters Score -5175492 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -5175843.500000 Penalty: 5352.584961
	Iteration 19Q: 3 clusters Score -5175844 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -5176252.000000 Penalty: 5352.584961
	Iteration 20F: 3 clusters Score -5176252 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -5176604.000000 Penalty: 5352.584961
	Iteration 21Q: 3 clusters Score -5176604 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -5177019.000000 Penalty: 5352.584961
	Iteration 22Q: 3 clusters Score -5177019 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -5177330.500000 Penalty: 5352.584961
	Iteration 23Q: 3 clusters Score -5177330 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -5177716.500000 Penalty: 5352.584961
	Iteration 24Q: 3 clusters Score -5177716 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5178092.000000 Penalty: 5352.584961
	Iteration 25Q: 3 clusters Score -5178092 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -5178360.500000 Penalty: 5352.584961
	Iteration 26Q: 3 clusters Score -5178360 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -5178588.000000 Penalty: 5352.584961
	Iteration 27Q: 3 clusters Score -5178588 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -5178808.000000 Penalty: 5352.584961
	Iteration 28Q: 3 clusters Score -5178808 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -5178979.500000 Penalty: 5352.584961
	Iteration 29Q: 3 clusters Score -5178980 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -5179128.000000 Penalty: 5352.584961
	Iteration 30Q: 3 clusters Score -5179128 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -5179218.000000 Penalty: 5352.584961
	Iteration 31Q: 3 clusters Score -5179218 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -5179320.000000 Penalty: 5352.584961
	Iteration 32Q: 3 clusters Score -5179320 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -5179396.000000 Penalty: 5352.584961
	Iteration 33Q: 3 clusters Score -5179396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -5179466.000000 Penalty: 5352.584961
	Iteration 34Q: 3 clusters Score -5179466 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -5179513.500000 Penalty: 5352.584961
	Iteration 35Q: 3 clusters Score -5179514 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -5179552.000000 Penalty: 5352.584961
	Iteration 36Q: 3 clusters Score -5179552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -5179576.500000 Penalty: 5352.584961
	Iteration 37Q: 3 clusters Score -5179576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -5179597.500000 Penalty: 5352.584961
	Iteration 38Q: 3 clusters Score -5179598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -5179612.000000 Penalty: 5352.584961
	Iteration 39Q: 3 clusters Score -5179612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -5179616.500000 Penalty: 5352.584961
	Iteration 40F: 3 clusters Score -5179616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -5179624.000000 Penalty: 5352.584961
	Iteration 41Q: 3 clusters Score -5179624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -5179627.500000 Penalty: 5352.584961
	Iteration 42Q: 3 clusters Score -5179628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -5179627.000000 Penalty: 5352.584961
	Iteration 43Q: 3 clusters Score -5179627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -5179646.000000 Penalty: 5352.584961
	Iteration 44Q: 3 clusters Score -5179646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -5179649.000000 Penalty: 5352.584961
	Iteration 45Q: 3 clusters Score -5179649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -5179655.000000 Penalty: 5352.584961
	Iteration 46Q: 3 clusters Score -5179655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -5179669.500000 Penalty: 5352.584961
	Iteration 47Q: 3 clusters Score -5179670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5179678.000000 Penalty: 5352.584961
	Iteration 48Q: 3 clusters Score -5179678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -5179679.500000 Penalty: 5352.584961
	Iteration 49Q: 3 clusters Score -5179680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -5179692.000000 Penalty: 5352.584961
	Iteration 50Q: 3 clusters Score -5179692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5179702.500000 Penalty: 5352.584961
	Iteration 51Q: 3 clusters Score -5179702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -5179705.500000 Penalty: 5352.584961
	Iteration 52Q: 3 clusters Score -5179706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -5179714.500000 Penalty: 5352.584961
	Iteration 53Q: 3 clusters Score -5179714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -5179719.500000 Penalty: 5352.584961
	Iteration 54Q: 3 clusters Score -5179720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -5179731.000000 Penalty: 5352.584961
	Iteration 55Q: 3 clusters Score -5179731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -5179735.500000 Penalty: 5352.584961
	Iteration 56Q: 3 clusters Score -5179736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -5179740.500000 Penalty: 5352.584961
	Iteration 57Q: 3 clusters Score -5179740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -5179744.000000 Penalty: 5352.584961
	Iteration 58Q: 3 clusters Score -5179744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -5179746.500000 Penalty: 5352.584961
	Iteration 59Q: 3 clusters Score -5179746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -5179747.500000 Penalty: 5352.584961
	Iteration 60F: 3 clusters Score -5179748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -5179747.500000 Penalty: 5352.584961
	Iteration 61Q: 3 clusters Score -5179748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -5179750.500000 Penalty: 5352.584961
	Iteration 62Q: 3 clusters Score -5179750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -5179754.000000 Penalty: 5352.584961
	Iteration 63Q: 3 clusters Score -5179754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -5179754.500000 Penalty: 5352.584961
	Iteration 64Q: 3 clusters Score -5179754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -5179757.000000 Penalty: 5352.584961
	Iteration 65Q: 3 clusters Score -5179757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -5179757.500000 Penalty: 5352.584961
	Iteration 66Q: 3 clusters Score -5179758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -5179756.500000 Penalty: 5352.584961
	Iteration 67Q: 3 clusters Score -5179756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -5179754.500000 Penalty: 5352.584961
	Iteration 68Q: 3 clusters Score -5179754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -5179753.500000 Penalty: 5352.584961
	Iteration 69Q: 3 clusters Score -5179754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -5179748.000000 Penalty: 5352.584961
	Iteration 70Q: 3 clusters Score -5179748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -5179753.000000 Penalty: 5352.584961
	Iteration 71Q: 3 clusters Score -5179753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -5179753.000000 Penalty: 5352.584961
	Iteration 72F: 3 clusters Score -5179753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Entering Unmasked Estep 
Score: -2696685.750000 Penalty: 2494.067383
	Iteration 0F: 2 clusters Score -2696686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2680484.500000 Penalty: 4988.134766
	Iteration 0F: 3 clusters Score -2680484 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2686099.000000 Penalty: 4988.134766
	Iteration 1F: 3 clusters Score -2686099 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2686526.000000 Penalty: 4988.134766
	Iteration 2F: 3 clusters Score -2686526 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2686901.000000 Penalty: 4988.134766
	Iteration 3Q: 3 clusters Score -2686901 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2687276.250000 Penalty: 4988.134766
	Iteration 4Q: 3 clusters Score -2687276 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2687647.250000 Penalty: 4988.134766
	Iteration 5Q: 3 clusters Score -2687647 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2688101.750000 Penalty: 4988.134766
	Iteration 6Q: 3 clusters Score -2688102 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2688633.250000 Penalty: 4988.134766
	Iteration 7Q: 3 clusters Score -2688633 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2689273.000000 Penalty: 4988.134766
	Iteration 8Q: 3 clusters Score -2689273 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2690014.750000 Penalty: 4988.134766
	Iteration 9Q: 3 clusters Score -2690015 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2690814.250000 Penalty: 4988.134766
	Iteration 10F: 3 clusters Score -2690814 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2691575.750000 Penalty: 4988.134766
	Iteration 11Q: 3 clusters Score -2691576 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2692190.500000 Penalty: 4988.134766
	Iteration 12Q: 3 clusters Score -2692190 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2692676.750000 Penalty: 4988.134766
	Iteration 13Q: 3 clusters Score -2692677 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2692955.750000 Penalty: 4988.134766
	Iteration 14Q: 3 clusters Score -2692956 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2693182.500000 Penalty: 4988.134766
	Iteration 15Q: 3 clusters Score -2693182 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2693341.250000 Penalty: 4988.134766
	Iteration 16Q: 3 clusters Score -2693341 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2693477.250000 Penalty: 4988.134766
	Iteration 17Q: 3 clusters Score -2693477 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2693616.500000 Penalty: 4988.134766
	Iteration 18Q: 3 clusters Score -2693616 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2693721.500000 Penalty: 4988.134766
	Iteration 19Q: 3 clusters Score -2693722 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2693832.000000 Penalty: 4988.134766
	Iteration 20F: 3 clusters Score -2693832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2693911.750000 Penalty: 4988.134766
	Iteration 21Q: 3 clusters Score -2693912 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2693991.250000 Penalty: 4988.134766
	Iteration 22Q: 3 clusters Score -2693991 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2694070.250000 Penalty: 4988.134766
	Iteration 23Q: 3 clusters Score -2694070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2694133.250000 Penalty: 4988.134766
	Iteration 24Q: 3 clusters Score -2694133 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2694180.250000 Penalty: 4988.134766
	Iteration 25Q: 3 clusters Score -2694180 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2694232.500000 Penalty: 4988.134766
	Iteration 26Q: 3 clusters Score -2694232 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2694283.000000 Penalty: 4988.134766
	Iteration 27Q: 3 clusters Score -2694283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2694330.000000 Penalty: 4988.134766
	Iteration 28Q: 3 clusters Score -2694330 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2694371.000000 Penalty: 4988.134766
	Iteration 29Q: 3 clusters Score -2694371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2694391.000000 Penalty: 4988.134766
	Iteration 30Q: 3 clusters Score -2694391 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2694428.000000 Penalty: 4988.134766
	Iteration 31Q: 3 clusters Score -2694428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2694452.000000 Penalty: 4988.134766
	Iteration 32Q: 3 clusters Score -2694452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2694473.000000 Penalty: 4988.134766
	Iteration 33Q: 3 clusters Score -2694473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2694499.750000 Penalty: 4988.134766
	Iteration 34Q: 3 clusters Score -2694500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2694518.000000 Penalty: 4988.134766
	Iteration 35Q: 3 clusters Score -2694518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2694528.750000 Penalty: 4988.134766
	Iteration 36Q: 3 clusters Score -2694529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2694539.250000 Penalty: 4988.134766
	Iteration 37Q: 3 clusters Score -2694539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2694550.250000 Penalty: 4988.134766
	Iteration 38Q: 3 clusters Score -2694550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2694562.500000 Penalty: 4988.134766
	Iteration 39Q: 3 clusters Score -2694562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2694571.000000 Penalty: 4988.134766
	Iteration 40F: 3 clusters Score -2694571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2694578.500000 Penalty: 4988.134766
	Iteration 41Q: 3 clusters Score -2694578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2694591.500000 Penalty: 4988.134766
	Iteration 42Q: 3 clusters Score -2694592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2694601.500000 Penalty: 4988.134766
	Iteration 43Q: 3 clusters Score -2694602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2694606.750000 Penalty: 4988.134766
	Iteration 44Q: 3 clusters Score -2694607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2694613.250000 Penalty: 4988.134766
	Iteration 45Q: 3 clusters Score -2694613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2694618.000000 Penalty: 4988.134766
	Iteration 46Q: 3 clusters Score -2694618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2694616.750000 Penalty: 4988.134766
	Iteration 47Q: 3 clusters Score -2694617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2694623.000000 Penalty: 4988.134766
	Iteration 48Q: 3 clusters Score -2694623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2694623.000000 Penalty: 4988.134766
	Iteration 49Q: 3 clusters Score -2694623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2694629.000000 Penalty: 4988.134766
	Iteration 50Q: 3 clusters Score -2694629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2694636.500000 Penalty: 4988.134766
	Iteration 51Q: 3 clusters Score -2694636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2694640.750000 Penalty: 4988.134766
	Iteration 52Q: 3 clusters Score -2694641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2694638.750000 Penalty: 4988.134766
	Iteration 53Q: 3 clusters Score -2694639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2694646.750000 Penalty: 4988.134766
	Iteration 54Q: 3 clusters Score -2694647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2694645.500000 Penalty: 4988.134766
	Iteration 55Q: 3 clusters Score -2694646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2694644.750000 Penalty: 4988.134766
	Iteration 56Q: 3 clusters Score -2694645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2694643.250000 Penalty: 4988.134766
	Iteration 57Q: 3 clusters Score -2694643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2694642.750000 Penalty: 4988.134766
	Iteration 58Q: 3 clusters Score -2694643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2694643.750000 Penalty: 4988.134766
	Iteration 59Q: 3 clusters Score -2694644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2694637.250000 Penalty: 4988.134766
	Iteration 60F: 3 clusters Score -2694637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2694646.000000 Penalty: 4988.134766
	Iteration 61Q: 3 clusters Score -2694646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2694644.500000 Penalty: 4988.134766
	Iteration 62Q: 3 clusters Score -2694644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2694647.250000 Penalty: 4988.134766
	Iteration 63Q: 3 clusters Score -2694647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2694648.250000 Penalty: 4988.134766
	Iteration 64Q: 3 clusters Score -2694648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2694644.500000 Penalty: 4988.134766
	Iteration 65Q: 3 clusters Score -2694644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2694648.000000 Penalty: 4988.134766
	Iteration 66Q: 3 clusters Score -2694648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2694650.250000 Penalty: 4988.134766
	Iteration 67Q: 3 clusters Score -2694650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2694650.250000 Penalty: 4988.134766
	Iteration 68F: 3 clusters Score -2694650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Entering Unmasked Estep 
Score: -2277649.500000 Penalty: 2447.960693
	Iteration 0F: 2 clusters Score -2277650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2263976.000000 Penalty: 4895.921387
	Iteration 0F: 3 clusters Score -2263976 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2268623.000000 Penalty: 4895.921387
	Iteration 1F: 3 clusters Score -2268623 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2269186.750000 Penalty: 4895.921387
	Iteration 2F: 3 clusters Score -2269187 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2269837.750000 Penalty: 4895.921387
	Iteration 3F: 3 clusters Score -2269838 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2270753.750000 Penalty: 4895.921387
	Iteration 4F: 3 clusters Score -2270754 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2271914.250000 Penalty: 4895.921387
	Iteration 5F: 3 clusters Score -2271914 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2273197.750000 Penalty: 4895.921387
	Iteration 6F: 3 clusters Score -2273198 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2274269.500000 Penalty: 4895.921387
	Iteration 7F: 3 clusters Score -2274270 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2274954.000000 Penalty: 4895.921387
	Iteration 8Q: 3 clusters Score -2274954 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2275399.250000 Penalty: 4895.921387
	Iteration 9Q: 3 clusters Score -2275399 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2275655.000000 Penalty: 4895.921387
	Iteration 10Q: 3 clusters Score -2275655 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2275834.750000 Penalty: 4895.921387
	Iteration 11Q: 3 clusters Score -2275835 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2275973.000000 Penalty: 4895.921387
	Iteration 12Q: 3 clusters Score -2275973 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2276063.000000 Penalty: 4895.921387
	Iteration 13Q: 3 clusters Score -2276063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2276108.000000 Penalty: 4895.921387
	Iteration 14Q: 3 clusters Score -2276108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2276146.750000 Penalty: 4895.921387
	Iteration 15Q: 3 clusters Score -2276147 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2276179.500000 Penalty: 4895.921387
	Iteration 16Q: 3 clusters Score -2276180 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2276199.250000 Penalty: 4895.921387
	Iteration 17Q: 3 clusters Score -2276199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2276215.000000 Penalty: 4895.921387
	Iteration 18Q: 3 clusters Score -2276215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2276224.000000 Penalty: 4895.921387
	Iteration 19Q: 3 clusters Score -2276224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2276237.500000 Penalty: 4895.921387
	Iteration 20F: 3 clusters Score -2276238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2276252.750000 Penalty: 4895.921387
	Iteration 21Q: 3 clusters Score -2276253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2276263.500000 Penalty: 4895.921387
	Iteration 22Q: 3 clusters Score -2276264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2276277.250000 Penalty: 4895.921387
	Iteration 23Q: 3 clusters Score -2276277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2276301.500000 Penalty: 4895.921387
	Iteration 24Q: 3 clusters Score -2276302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2276311.750000 Penalty: 4895.921387
	Iteration 25Q: 3 clusters Score -2276312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2276322.000000 Penalty: 4895.921387
	Iteration 26Q: 3 clusters Score -2276322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2276330.250000 Penalty: 4895.921387
	Iteration 27Q: 3 clusters Score -2276330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2276339.750000 Penalty: 4895.921387
	Iteration 28Q: 3 clusters Score -2276340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2276343.250000 Penalty: 4895.921387
	Iteration 29Q: 3 clusters Score -2276343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2276348.000000 Penalty: 4895.921387
	Iteration 30Q: 3 clusters Score -2276348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2276357.500000 Penalty: 4895.921387
	Iteration 31Q: 3 clusters Score -2276358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2276357.000000 Penalty: 4895.921387
	Iteration 32Q: 3 clusters Score -2276357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2276365.500000 Penalty: 4895.921387
	Iteration 33Q: 3 clusters Score -2276366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2276364.750000 Penalty: 4895.921387
	Iteration 34Q: 3 clusters Score -2276365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2276370.750000 Penalty: 4895.921387
	Iteration 35Q: 3 clusters Score -2276371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2276370.500000 Penalty: 4895.921387
	Iteration 36Q: 3 clusters Score -2276370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2276373.500000 Penalty: 4895.921387
	Iteration 37Q: 3 clusters Score -2276374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2276372.250000 Penalty: 4895.921387
	Iteration 38Q: 3 clusters Score -2276372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2276373.250000 Penalty: 4895.921387
	Iteration 39Q: 3 clusters Score -2276373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2276375.750000 Penalty: 4895.921387
	Iteration 40F: 3 clusters Score -2276376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2276378.000000 Penalty: 4895.921387
	Iteration 41Q: 3 clusters Score -2276378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2276379.750000 Penalty: 4895.921387
	Iteration 42Q: 3 clusters Score -2276380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2276381.750000 Penalty: 4895.921387
	Iteration 43Q: 3 clusters Score -2276382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2276381.750000 Penalty: 4895.921387
	Iteration 44F: 3 clusters Score -2276382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -170646.671875 Penalty: 1846.463501
	Iteration 0F: 2 clusters Score -170646.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -168359.750000 Penalty: 3692.927002
	Iteration 0F: 3 clusters Score -168359.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -169275.828125 Penalty: 3692.927002
	Iteration 1F: 3 clusters Score -169275.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -170217.875000 Penalty: 3692.927002
	Iteration 2F: 3 clusters Score -170217.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -170891.015625 Penalty: 3692.927002
	Iteration 3F: 3 clusters Score -170891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -171369.718750 Penalty: 3692.927002
	Iteration 4F: 3 clusters Score -171369.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -171612.781250 Penalty: 3692.927002
	Iteration 5Q: 3 clusters Score -171612.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171698.968750 Penalty: 3692.927002
	Iteration 6Q: 3 clusters Score -171699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171740.234375 Penalty: 3692.927002
	Iteration 7Q: 3 clusters Score -171740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171776.062500 Penalty: 3692.927002
	Iteration 8Q: 3 clusters Score -171776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171791.515625 Penalty: 3692.927002
	Iteration 9Q: 3 clusters Score -171791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171792.890625 Penalty: 3692.927002
	Iteration 10Q: 3 clusters Score -171792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -171794.390625 Penalty: 3692.927002
	Iteration 11Q: 3 clusters Score -171794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171795.546875 Penalty: 3692.927002
	Iteration 12Q: 3 clusters Score -171795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171795.546875 Penalty: 3692.927002
	Iteration 13F: 3 clusters Score -171795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 95251 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 247518 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 149320 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176691 members 
Mstep: Class 27 contains 21953 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192419 members 
Mstep: Class 31 contains 174707 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 37804 members 
Mstep: Class 34 contains 118960 members 
Mstep: Class 35 contains 158161 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 42185 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
Score: -225963344.000000 Penalty: 143991.093750
Splitting cluster 8 changes total score from -225962960.000000 to -225963344.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 9 (247518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247518 members 
Entering Unmasked Estep 
Score: -28953756.000000 Penalty: 3079.971191
	Iteration 0F: 2 clusters Score -2.895376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123992 members 
Mstep: Class 2 contains 123526 members 
Entering Unmasked Estep 
Score: -28804780.000000 Penalty: 6159.942383
	Iteration 0F: 3 clusters Score -2.880478e+07 nChanged 119246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127740 members 
Mstep: Class 2 contains 119778 members 
Entering Unmasked Estep 
Score: -28875338.000000 Penalty: 6159.942383
	Iteration 1F: 3 clusters Score -2.887534e+07 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130189 members 
Mstep: Class 2 contains 117329 members 
Entering Unmasked Estep 
Score: -28876944.000000 Penalty: 6159.942383
	Iteration 2Q: 3 clusters Score -2.887694e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134407 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -28879226.000000 Penalty: 6159.942383
	Iteration 3Q: 3 clusters Score -2.887923e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141239 members 
Mstep: Class 2 contains 106279 members 
Entering Unmasked Estep 
Score: -28882874.000000 Penalty: 6159.942383
	Iteration 4Q: 3 clusters Score -2.888287e+07 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151742 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -28888988.000000 Penalty: 6159.942383
	Iteration 5F: 3 clusters Score -2.888899e+07 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -28898710.000000 Penalty: 6159.942383
	Iteration 6F: 3 clusters Score -2.889871e+07 nChanged 19255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 62889 members 
Entering Unmasked Estep 
Score: -28909748.000000 Penalty: 6159.942383
	Iteration 7F: 3 clusters Score -2.890975e+07 nChanged 19076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203043 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -28921650.000000 Penalty: 6159.942383
	Iteration 8F: 3 clusters Score -2.892165e+07 nChanged 15516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218281 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -28932336.000000 Penalty: 6159.942383
	Iteration 9F: 3 clusters Score -2.893234e+07 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228865 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -28940272.000000 Penalty: 6159.942383
	Iteration 10Q: 3 clusters Score -2.894027e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235362 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -28945490.000000 Penalty: 6159.942383
	Iteration 11Q: 3 clusters Score -2.894549e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238977 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -28948276.000000 Penalty: 6159.942383
	Iteration 12Q: 3 clusters Score -2.894828e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240983 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -28949796.000000 Penalty: 6159.942383
	Iteration 13Q: 3 clusters Score -2.89498e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242118 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -28950570.000000 Penalty: 6159.942383
	Iteration 14Q: 3 clusters Score -2.895057e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242874 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -28950976.000000 Penalty: 6159.942383
	Iteration 15Q: 3 clusters Score -2.895098e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243387 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -28951190.000000 Penalty: 6159.942383
	Iteration 16Q: 3 clusters Score -2.895119e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243790 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -28951328.000000 Penalty: 6159.942383
	Iteration 17Q: 3 clusters Score -2.895133e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244117 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -28951536.000000 Penalty: 6159.942383
	Iteration 18Q: 3 clusters Score -2.895154e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244361 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -28951688.000000 Penalty: 6159.942383
	Iteration 19Q: 3 clusters Score -2.895169e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244555 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -28951776.000000 Penalty: 6159.942383
	Iteration 20F: 3 clusters Score -2.895178e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244719 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -28951862.000000 Penalty: 6159.942383
	Iteration 21Q: 3 clusters Score -2.895186e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244843 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -28951914.000000 Penalty: 6159.942383
	Iteration 22Q: 3 clusters Score -2.895191e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244950 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -28951940.000000 Penalty: 6159.942383
	Iteration 23Q: 3 clusters Score -2.895194e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245044 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -28951986.000000 Penalty: 6159.942383
	Iteration 24Q: 3 clusters Score -2.895199e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245127 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -28952038.000000 Penalty: 6159.942383
	Iteration 25Q: 3 clusters Score -2.895204e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245193 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -28952052.000000 Penalty: 6159.942383
	Iteration 26Q: 3 clusters Score -2.895205e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245240 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -28952076.000000 Penalty: 6159.942383
	Iteration 27Q: 3 clusters Score -2.895208e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245284 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -28952072.000000 Penalty: 6159.942383
	Iteration 28Q: 3 clusters Score -2.895207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245321 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -28952096.000000 Penalty: 6159.942383
	Iteration 29Q: 3 clusters Score -2.89521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245347 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -28952076.000000 Penalty: 6159.942383
	Iteration 30Q: 3 clusters Score -2.895208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245370 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -28952050.000000 Penalty: 6159.942383
	Iteration 31Q: 3 clusters Score -2.895205e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245378 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -28952034.000000 Penalty: 6159.942383
	Iteration 32Q: 3 clusters Score -2.895203e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245381 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -28952054.000000 Penalty: 6159.942383
	Iteration 33Q: 3 clusters Score -2.895205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245388 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -28952070.000000 Penalty: 6159.942383
	Iteration 34Q: 3 clusters Score -2.895207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245394 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -28952058.000000 Penalty: 6159.942383
	Iteration 35Q: 3 clusters Score -2.895206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245398 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -28952072.000000 Penalty: 6159.942383
	Iteration 36Q: 3 clusters Score -2.895207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245399 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -28952056.000000 Penalty: 6159.942383
	Iteration 37Q: 3 clusters Score -2.895206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245401 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -28952062.000000 Penalty: 6159.942383
	Iteration 38Q: 3 clusters Score -2.895206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245409 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -28952078.000000 Penalty: 6159.942383
	Iteration 39Q: 3 clusters Score -2.895208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245415 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -28952068.000000 Penalty: 6159.942383
	Iteration 40F: 3 clusters Score -2.895207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245419 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -28952056.000000 Penalty: 6159.942383
	Iteration 41Q: 3 clusters Score -2.895206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245422 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -28952060.000000 Penalty: 6159.942383
	Iteration 42Q: 3 clusters Score -2.895206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245425 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -28952060.000000 Penalty: 6159.942383
	Iteration 43Q: 3 clusters Score -2.895206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245425 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -28952064.000000 Penalty: 6159.942383
	Iteration 44Q: 3 clusters Score -2.895206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245428 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -28952068.000000 Penalty: 6159.942383
	Iteration 45Q: 3 clusters Score -2.895207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245430 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -28952078.000000 Penalty: 6159.942383
	Iteration 46Q: 3 clusters Score -2.895208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245430 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -28952068.000000 Penalty: 6159.942383
	Iteration 47Q: 3 clusters Score -2.895207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245431 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -28952076.000000 Penalty: 6159.942383
	Iteration 48Q: 3 clusters Score -2.895208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245430 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -28952078.000000 Penalty: 6159.942383
	Iteration 49Q: 3 clusters Score -2.895208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245432 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -28952090.000000 Penalty: 6159.942383
	Iteration 50Q: 3 clusters Score -2.895209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245432 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -28952082.000000 Penalty: 6159.942383
	Iteration 51Q: 3 clusters Score -2.895208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245431 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -28952082.000000 Penalty: 6159.942383
	Iteration 52Q: 3 clusters Score -2.895208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245431 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -28952082.000000 Penalty: 6159.942383
	Iteration 53F: 3 clusters Score -2.895208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -380741.500000 Penalty: 2015.742920
	Iteration 0F: 2 clusters Score -380741.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -377223.875000 Penalty: 4031.485840
	Iteration 0F: 3 clusters Score -377223.9 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -378019.187500 Penalty: 4031.485840
	Iteration 1F: 3 clusters Score -378019.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -378220.281250 Penalty: 4031.485840
	Iteration 2F: 3 clusters Score -378220.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -378356.218750 Penalty: 4031.485840
	Iteration 3F: 3 clusters Score -378356.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -378438.000000 Penalty: 4031.485840
	Iteration 4Q: 3 clusters Score -378438 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -378510.656250 Penalty: 4031.485840
	Iteration 5Q: 3 clusters Score -378510.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -378564.437500 Penalty: 4031.485840
	Iteration 6Q: 3 clusters Score -378564.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -378609.468750 Penalty: 4031.485840
	Iteration 7Q: 3 clusters Score -378609.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -378648.843750 Penalty: 4031.485840
	Iteration 8Q: 3 clusters Score -378648.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -378683.593750 Penalty: 4031.485840
	Iteration 9Q: 3 clusters Score -378683.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -378719.187500 Penalty: 4031.485840
	Iteration 10Q: 3 clusters Score -378719.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -378753.531250 Penalty: 4031.485840
	Iteration 11Q: 3 clusters Score -378753.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -378787.625000 Penalty: 4031.485840
	Iteration 12Q: 3 clusters Score -378787.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -378830.531250 Penalty: 4031.485840
	Iteration 13Q: 3 clusters Score -378830.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -378862.250000 Penalty: 4031.485840
	Iteration 14Q: 3 clusters Score -378862.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -378893.812500 Penalty: 4031.485840
	Iteration 15Q: 3 clusters Score -378893.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -378923.718750 Penalty: 4031.485840
	Iteration 16Q: 3 clusters Score -378923.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -378953.687500 Penalty: 4031.485840
	Iteration 17Q: 3 clusters Score -378953.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -378977.218750 Penalty: 4031.485840
	Iteration 18Q: 3 clusters Score -378977.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -378993.687500 Penalty: 4031.485840
	Iteration 19Q: 3 clusters Score -378993.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -379006.531250 Penalty: 4031.485840
	Iteration 20F: 3 clusters Score -379006.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -379017.781250 Penalty: 4031.485840
	Iteration 21Q: 3 clusters Score -379017.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -379026.125000 Penalty: 4031.485840
	Iteration 22Q: 3 clusters Score -379026.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -379031.968750 Penalty: 4031.485840
	Iteration 23Q: 3 clusters Score -379032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -379038.812500 Penalty: 4031.485840
	Iteration 24Q: 3 clusters Score -379038.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -379045.156250 Penalty: 4031.485840
	Iteration 25Q: 3 clusters Score -379045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -379049.187500 Penalty: 4031.485840
	Iteration 26Q: 3 clusters Score -379049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -379050.468750 Penalty: 4031.485840
	Iteration 27Q: 3 clusters Score -379050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -379051.687500 Penalty: 4031.485840
	Iteration 28Q: 3 clusters Score -379051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -379051.562500 Penalty: 4031.485840
	Iteration 29Q: 3 clusters Score -379051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -379052.125000 Penalty: 4031.485840
	Iteration 30Q: 3 clusters Score -379052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -379052.875000 Penalty: 4031.485840
	Iteration 31Q: 3 clusters Score -379052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -379053.437500 Penalty: 4031.485840
	Iteration 32Q: 3 clusters Score -379053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -379054.750000 Penalty: 4031.485840
	Iteration 33Q: 3 clusters Score -379054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -379054.437500 Penalty: 4031.485840
	Iteration 34Q: 3 clusters Score -379054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -379054.656250 Penalty: 4031.485840
	Iteration 35Q: 3 clusters Score -379054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379055.250000 Penalty: 4031.485840
	Iteration 36Q: 3 clusters Score -379055.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -379055.250000 Penalty: 4031.485840
	Iteration 37F: 3 clusters Score -379055.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (149320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149320 members 
Entering Unmasked Estep 
Score: -17103016.000000 Penalty: 2954.634033
	Iteration 0F: 2 clusters Score -1.710302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -17002880.000000 Penalty: 5909.268066
	Iteration 0F: 3 clusters Score -1.700288e+07 nChanged 71538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -17044740.000000 Penalty: 5909.268066
	Iteration 1F: 3 clusters Score -1.704474e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -17046138.000000 Penalty: 5909.268066
	Iteration 2Q: 3 clusters Score -1.704614e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86354 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -17048322.000000 Penalty: 5909.268066
	Iteration 3Q: 3 clusters Score -1.704832e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -17052014.000000 Penalty: 5909.268066
	Iteration 4F: 3 clusters Score -1.705201e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101681 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -17057750.000000 Penalty: 5909.268066
	Iteration 5F: 3 clusters Score -1.705775e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113109 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -17066554.000000 Penalty: 5909.268066
	Iteration 6F: 3 clusters Score -1.706655e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125320 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -17077696.000000 Penalty: 5909.268066
	Iteration 7F: 3 clusters Score -1.70777e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136039 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -17088138.000000 Penalty: 5909.268066
	Iteration 8F: 3 clusters Score -1.708814e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143181 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -17095312.000000 Penalty: 5909.268066
	Iteration 9Q: 3 clusters Score -1.709531e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146739 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -17098508.000000 Penalty: 5909.268066
	Iteration 10Q: 3 clusters Score -1.709851e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -17099636.000000 Penalty: 5909.268066
	Iteration 11Q: 3 clusters Score -1.709964e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148625 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17100030.000000 Penalty: 5909.268066
	Iteration 12Q: 3 clusters Score -1.710003e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -17100202.000000 Penalty: 5909.268066
	Iteration 13Q: 3 clusters Score -1.71002e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148907 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -17100288.000000 Penalty: 5909.268066
	Iteration 14Q: 3 clusters Score -1.710029e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148959 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -17100344.000000 Penalty: 5909.268066
	Iteration 15Q: 3 clusters Score -1.710034e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148987 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -17100404.000000 Penalty: 5909.268066
	Iteration 16Q: 3 clusters Score -1.71004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149001 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -17100400.000000 Penalty: 5909.268066
	Iteration 17Q: 3 clusters Score -1.71004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149004 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -17100424.000000 Penalty: 5909.268066
	Iteration 18Q: 3 clusters Score -1.710042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -17100424.000000 Penalty: 5909.268066
	Iteration 19Q: 3 clusters Score -1.710042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149015 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -17100436.000000 Penalty: 5909.268066
	Iteration 20F: 3 clusters Score -1.710044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149017 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -17100424.000000 Penalty: 5909.268066
	Iteration 21Q: 3 clusters Score -1.710042e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149018 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -17100442.000000 Penalty: 5909.268066
	Iteration 22Q: 3 clusters Score -1.710044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149021 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -17100438.000000 Penalty: 5909.268066
	Iteration 23Q: 3 clusters Score -1.710044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149025 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17100438.000000 Penalty: 5909.268066
	Iteration 24Q: 3 clusters Score -1.710044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17100452.000000 Penalty: 5909.268066
	Iteration 25Q: 3 clusters Score -1.710045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -17100450.000000 Penalty: 5909.268066
	Iteration 26Q: 3 clusters Score -1.710045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149031 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -17100454.000000 Penalty: 5909.268066
	Iteration 27Q: 3 clusters Score -1.710045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -17100454.000000 Penalty: 5909.268066
	Iteration 28Q: 3 clusters Score -1.710045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17100452.000000 Penalty: 5909.268066
	Iteration 29Q: 3 clusters Score -1.710045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -17100460.000000 Penalty: 5909.268066
	Iteration 30Q: 3 clusters Score -1.710046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17100458.000000 Penalty: 5909.268066
	Iteration 31Q: 3 clusters Score -1.710046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -17100468.000000 Penalty: 5909.268066
	Iteration 32Q: 3 clusters Score -1.710047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17100462.000000 Penalty: 5909.268066
	Iteration 33Q: 3 clusters Score -1.710046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17100450.000000 Penalty: 5909.268066
	Iteration 34Q: 3 clusters Score -1.710045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -17100450.000000 Penalty: 5909.268066
	Iteration 35F: 3 clusters Score -1.710045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Entering Unmasked Estep 
Score: -2675000.500000 Penalty: 2493.705322
	Iteration 0F: 2 clusters Score -2675000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2658900.000000 Penalty: 4987.410645
	Iteration 0F: 3 clusters Score -2658900 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2664507.750000 Penalty: 4987.410645
	Iteration 1F: 3 clusters Score -2664508 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2665005.250000 Penalty: 4987.410645
	Iteration 2F: 3 clusters Score -2665005 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2665383.250000 Penalty: 4987.410645
	Iteration 3Q: 3 clusters Score -2665383 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2665773.000000 Penalty: 4987.410645
	Iteration 4Q: 3 clusters Score -2665773 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2666216.500000 Penalty: 4987.410645
	Iteration 5Q: 3 clusters Score -2666216 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2666806.750000 Penalty: 4987.410645
	Iteration 6Q: 3 clusters Score -2666807 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2667505.000000 Penalty: 4987.410645
	Iteration 7F: 3 clusters Score -2667505 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2668355.750000 Penalty: 4987.410645
	Iteration 8F: 3 clusters Score -2668356 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2669393.500000 Penalty: 4987.410645
	Iteration 9F: 3 clusters Score -2669394 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2670483.000000 Penalty: 4987.410645
	Iteration 10F: 3 clusters Score -2670483 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2671409.250000 Penalty: 4987.410645
	Iteration 11Q: 3 clusters Score -2671409 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2672059.250000 Penalty: 4987.410645
	Iteration 12Q: 3 clusters Score -2672059 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2672402.000000 Penalty: 4987.410645
	Iteration 13Q: 3 clusters Score -2672402 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2672581.250000 Penalty: 4987.410645
	Iteration 14Q: 3 clusters Score -2672581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2672696.500000 Penalty: 4987.410645
	Iteration 15Q: 3 clusters Score -2672696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2672761.750000 Penalty: 4987.410645
	Iteration 16Q: 3 clusters Score -2672762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -2672799.750000 Penalty: 4987.410645
	Iteration 17Q: 3 clusters Score -2672800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2672817.750000 Penalty: 4987.410645
	Iteration 18Q: 3 clusters Score -2672818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2672822.000000 Penalty: 4987.410645
	Iteration 19Q: 3 clusters Score -2672822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2672824.500000 Penalty: 4987.410645
	Iteration 20F: 3 clusters Score -2672824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2672835.000000 Penalty: 4987.410645
	Iteration 21Q: 3 clusters Score -2672835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -2672846.000000 Penalty: 4987.410645
	Iteration 22Q: 3 clusters Score -2672846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2672848.000000 Penalty: 4987.410645
	Iteration 23Q: 3 clusters Score -2672848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2672857.500000 Penalty: 4987.410645
	Iteration 24Q: 3 clusters Score -2672858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2672863.250000 Penalty: 4987.410645
	Iteration 25Q: 3 clusters Score -2672863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2672869.000000 Penalty: 4987.410645
	Iteration 26Q: 3 clusters Score -2672869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2672872.750000 Penalty: 4987.410645
	Iteration 27Q: 3 clusters Score -2672873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2672877.500000 Penalty: 4987.410645
	Iteration 28Q: 3 clusters Score -2672878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2672877.500000 Penalty: 4987.410645
	Iteration 29Q: 3 clusters Score -2672878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2672877.500000 Penalty: 4987.410645
	Iteration 30F: 3 clusters Score -2672878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Entering Unmasked Estep 
Score: -3930299.000000 Penalty: 2584.740479
	Iteration 0F: 2 clusters Score -3930299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3907451.500000 Penalty: 5169.480957
	Iteration 0F: 3 clusters Score -3907452 nChanged 15187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3915802.500000 Penalty: 5169.480957
	Iteration 1F: 3 clusters Score -3915802 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3916429.000000 Penalty: 5169.480957
	Iteration 2F: 3 clusters Score -3916429 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3917087.750000 Penalty: 5169.480957
	Iteration 3Q: 3 clusters Score -3917088 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3917970.750000 Penalty: 5169.480957
	Iteration 4F: 3 clusters Score -3917971 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3919214.250000 Penalty: 5169.480957
	Iteration 5F: 3 clusters Score -3919214 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3920884.000000 Penalty: 5169.480957
	Iteration 6F: 3 clusters Score -3920884 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -3922756.250000 Penalty: 5169.480957
	Iteration 7F: 3 clusters Score -3922756 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3924660.500000 Penalty: 5169.480957
	Iteration 8F: 3 clusters Score -3924660 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3926137.750000 Penalty: 5169.480957
	Iteration 9F: 3 clusters Score -3926138 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3927179.250000 Penalty: 5169.480957
	Iteration 10Q: 3 clusters Score -3927179 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3927667.250000 Penalty: 5169.480957
	Iteration 11Q: 3 clusters Score -3927667 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3927926.500000 Penalty: 5169.480957
	Iteration 12Q: 3 clusters Score -3927926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3928050.250000 Penalty: 5169.480957
	Iteration 13Q: 3 clusters Score -3928050 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3928108.500000 Penalty: 5169.480957
	Iteration 14Q: 3 clusters Score -3928108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3928140.500000 Penalty: 5169.480957
	Iteration 15Q: 3 clusters Score -3928140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3928173.250000 Penalty: 5169.480957
	Iteration 16Q: 3 clusters Score -3928173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3928199.000000 Penalty: 5169.480957
	Iteration 17Q: 3 clusters Score -3928199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3928224.250000 Penalty: 5169.480957
	Iteration 18Q: 3 clusters Score -3928224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3928237.000000 Penalty: 5169.480957
	Iteration 19Q: 3 clusters Score -3928237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3928238.250000 Penalty: 5169.480957
	Iteration 20F: 3 clusters Score -3928238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3928251.500000 Penalty: 5169.480957
	Iteration 21Q: 3 clusters Score -3928252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3928258.500000 Penalty: 5169.480957
	Iteration 22Q: 3 clusters Score -3928258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3928265.250000 Penalty: 5169.480957
	Iteration 23Q: 3 clusters Score -3928265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3928267.000000 Penalty: 5169.480957
	Iteration 24Q: 3 clusters Score -3928267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3928275.250000 Penalty: 5169.480957
	Iteration 25Q: 3 clusters Score -3928275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3928281.000000 Penalty: 5169.480957
	Iteration 26Q: 3 clusters Score -3928281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3928282.750000 Penalty: 5169.480957
	Iteration 27Q: 3 clusters Score -3928283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3928290.500000 Penalty: 5169.480957
	Iteration 28Q: 3 clusters Score -3928290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3928291.000000 Penalty: 5169.480957
	Iteration 29Q: 3 clusters Score -3928291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3928288.250000 Penalty: 5169.480957
	Iteration 30Q: 3 clusters Score -3928288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3928289.750000 Penalty: 5169.480957
	Iteration 31Q: 3 clusters Score -3928290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3928293.500000 Penalty: 5169.480957
	Iteration 32Q: 3 clusters Score -3928294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3928291.000000 Penalty: 5169.480957
	Iteration 33Q: 3 clusters Score -3928291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3928291.000000 Penalty: 5169.480957
	Iteration 34F: 3 clusters Score -3928291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Entering Unmasked Estep 
Score: -4757015.500000 Penalty: 2634.494141
	Iteration 0F: 2 clusters Score -4757016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -4729268.500000 Penalty: 5268.988281
	Iteration 0F: 3 clusters Score -4729268 nChanged 18794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -4739912.000000 Penalty: 5268.988281
	Iteration 1F: 3 clusters Score -4739912 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -4740932.500000 Penalty: 5268.988281
	Iteration 2F: 3 clusters Score -4740932 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4742365.500000 Penalty: 5268.988281
	Iteration 3F: 3 clusters Score -4742366 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -4744199.000000 Penalty: 5268.988281
	Iteration 4F: 3 clusters Score -4744199 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4746160.500000 Penalty: 5268.988281
	Iteration 5F: 3 clusters Score -4746160 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4748051.500000 Penalty: 5268.988281
	Iteration 6F: 3 clusters Score -4748052 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4749637.500000 Penalty: 5268.988281
	Iteration 7F: 3 clusters Score -4749638 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4750903.000000 Penalty: 5268.988281
	Iteration 8Q: 3 clusters Score -4750903 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4751929.500000 Penalty: 5268.988281
	Iteration 9Q: 3 clusters Score -4751930 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -4752815.000000 Penalty: 5268.988281
	Iteration 10Q: 3 clusters Score -4752815 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -4753506.500000 Penalty: 5268.988281
	Iteration 11Q: 3 clusters Score -4753506 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -4753984.500000 Penalty: 5268.988281
	Iteration 12Q: 3 clusters Score -4753984 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -4754328.000000 Penalty: 5268.988281
	Iteration 13Q: 3 clusters Score -4754328 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -4754572.500000 Penalty: 5268.988281
	Iteration 14Q: 3 clusters Score -4754572 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -4754730.500000 Penalty: 5268.988281
	Iteration 15Q: 3 clusters Score -4754730 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -4754831.000000 Penalty: 5268.988281
	Iteration 16Q: 3 clusters Score -4754831 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -4754890.500000 Penalty: 5268.988281
	Iteration 17Q: 3 clusters Score -4754890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -4754939.000000 Penalty: 5268.988281
	Iteration 18Q: 3 clusters Score -4754939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -4754968.000000 Penalty: 5268.988281
	Iteration 19Q: 3 clusters Score -4754968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -4754982.000000 Penalty: 5268.988281
	Iteration 20F: 3 clusters Score -4754982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -4754996.000000 Penalty: 5268.988281
	Iteration 21Q: 3 clusters Score -4754996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4755008.500000 Penalty: 5268.988281
	Iteration 22Q: 3 clusters Score -4755008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -4755020.500000 Penalty: 5268.988281
	Iteration 23Q: 3 clusters Score -4755020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -4755018.000000 Penalty: 5268.988281
	Iteration 24Q: 3 clusters Score -4755018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4755015.500000 Penalty: 5268.988281
	Iteration 25Q: 3 clusters Score -4755016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4755027.000000 Penalty: 5268.988281
	Iteration 26Q: 3 clusters Score -4755027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -4755027.000000 Penalty: 5268.988281
	Iteration 27Q: 3 clusters Score -4755027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -4755027.000000 Penalty: 5268.988281
	Iteration 28Q: 3 clusters Score -4755027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -4755023.500000 Penalty: 5268.988281
	Iteration 29Q: 3 clusters Score -4755024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -4755033.000000 Penalty: 5268.988281
	Iteration 30Q: 3 clusters Score -4755033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -4755032.500000 Penalty: 5268.988281
	Iteration 31Q: 3 clusters Score -4755032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -4755030.000000 Penalty: 5268.988281
	Iteration 32Q: 3 clusters Score -4755030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -4755036.500000 Penalty: 5268.988281
	Iteration 33Q: 3 clusters Score -4755036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4755036.000000 Penalty: 5268.988281
	Iteration 34Q: 3 clusters Score -4755036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -4755033.000000 Penalty: 5268.988281
	Iteration 35Q: 3 clusters Score -4755033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4755033.000000 Penalty: 5268.988281
	Iteration 36Q: 3 clusters Score -4755033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -4755031.500000 Penalty: 5268.988281
	Iteration 37Q: 3 clusters Score -4755032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -4755035.500000 Penalty: 5268.988281
	Iteration 38Q: 3 clusters Score -4755036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -4755036.000000 Penalty: 5268.988281
	Iteration 39Q: 3 clusters Score -4755036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4755040.000000 Penalty: 5268.988281
	Iteration 40F: 3 clusters Score -4755040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -4755036.000000 Penalty: 5268.988281
	Iteration 41Q: 3 clusters Score -4755036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -4755043.000000 Penalty: 5268.988281
	Iteration 42Q: 3 clusters Score -4755043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4755038.000000 Penalty: 5268.988281
	Iteration 43Q: 3 clusters Score -4755038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -4755038.000000 Penalty: 5268.988281
	Iteration 44F: 3 clusters Score -4755038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Entering Unmasked Estep 
Score: -2009808.625000 Penalty: 2414.693115
	Iteration 0F: 2 clusters Score -2009809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1997760.000000 Penalty: 4829.386230
	Iteration 0F: 3 clusters Score -1997760 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2001552.250000 Penalty: 4829.386230
	Iteration 1F: 3 clusters Score -2001552 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2001941.125000 Penalty: 4829.386230
	Iteration 2F: 3 clusters Score -2001941 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2002296.125000 Penalty: 4829.386230
	Iteration 3Q: 3 clusters Score -2002296 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2002657.375000 Penalty: 4829.386230
	Iteration 4Q: 3 clusters Score -2002657 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2003092.375000 Penalty: 4829.386230
	Iteration 5Q: 3 clusters Score -2003092 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2003607.125000 Penalty: 4829.386230
	Iteration 6F: 3 clusters Score -2003607 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2004176.250000 Penalty: 4829.386230
	Iteration 7F: 3 clusters Score -2004176 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2004783.750000 Penalty: 4829.386230
	Iteration 8F: 3 clusters Score -2004784 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2005413.500000 Penalty: 4829.386230
	Iteration 9F: 3 clusters Score -2005414 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2006027.250000 Penalty: 4829.386230
	Iteration 10Q: 3 clusters Score -2006027 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2006551.125000 Penalty: 4829.386230
	Iteration 11Q: 3 clusters Score -2006551 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2006931.250000 Penalty: 4829.386230
	Iteration 12Q: 3 clusters Score -2006931 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2007177.875000 Penalty: 4829.386230
	Iteration 13Q: 3 clusters Score -2007178 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2007360.875000 Penalty: 4829.386230
	Iteration 14Q: 3 clusters Score -2007361 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2007490.500000 Penalty: 4829.386230
	Iteration 15Q: 3 clusters Score -2007490 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2007579.875000 Penalty: 4829.386230
	Iteration 16Q: 3 clusters Score -2007580 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2007647.500000 Penalty: 4829.386230
	Iteration 17Q: 3 clusters Score -2007648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2007697.625000 Penalty: 4829.386230
	Iteration 18Q: 3 clusters Score -2007698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2007743.375000 Penalty: 4829.386230
	Iteration 19Q: 3 clusters Score -2007743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2007778.500000 Penalty: 4829.386230
	Iteration 20F: 3 clusters Score -2007778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2007812.000000 Penalty: 4829.386230
	Iteration 21Q: 3 clusters Score -2007812 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2007836.500000 Penalty: 4829.386230
	Iteration 22Q: 3 clusters Score -2007836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2007855.875000 Penalty: 4829.386230
	Iteration 23Q: 3 clusters Score -2007856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2007868.250000 Penalty: 4829.386230
	Iteration 24Q: 3 clusters Score -2007868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2007873.875000 Penalty: 4829.386230
	Iteration 25Q: 3 clusters Score -2007874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2007890.750000 Penalty: 4829.386230
	Iteration 26Q: 3 clusters Score -2007891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2007904.125000 Penalty: 4829.386230
	Iteration 27Q: 3 clusters Score -2007904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2007911.750000 Penalty: 4829.386230
	Iteration 28Q: 3 clusters Score -2007912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2007928.000000 Penalty: 4829.386230
	Iteration 29Q: 3 clusters Score -2007928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2007940.750000 Penalty: 4829.386230
	Iteration 30Q: 3 clusters Score -2007941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2007946.500000 Penalty: 4829.386230
	Iteration 31Q: 3 clusters Score -2007946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2007953.875000 Penalty: 4829.386230
	Iteration 32Q: 3 clusters Score -2007954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2007954.375000 Penalty: 4829.386230
	Iteration 33Q: 3 clusters Score -2007954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2007958.000000 Penalty: 4829.386230
	Iteration 34Q: 3 clusters Score -2007958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2007963.375000 Penalty: 4829.386230
	Iteration 35Q: 3 clusters Score -2007963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2007973.750000 Penalty: 4829.386230
	Iteration 36Q: 3 clusters Score -2007974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2007981.625000 Penalty: 4829.386230
	Iteration 37Q: 3 clusters Score -2007982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2007986.000000 Penalty: 4829.386230
	Iteration 38Q: 3 clusters Score -2007986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2007998.750000 Penalty: 4829.386230
	Iteration 39Q: 3 clusters Score -2007999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2008003.250000 Penalty: 4829.386230
	Iteration 40F: 3 clusters Score -2008003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2008010.250000 Penalty: 4829.386230
	Iteration 41Q: 3 clusters Score -2008010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2008022.625000 Penalty: 4829.386230
	Iteration 42Q: 3 clusters Score -2008023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2008023.875000 Penalty: 4829.386230
	Iteration 43Q: 3 clusters Score -2008024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2008032.375000 Penalty: 4829.386230
	Iteration 44Q: 3 clusters Score -2008032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2008040.625000 Penalty: 4829.386230
	Iteration 45Q: 3 clusters Score -2008041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2008050.875000 Penalty: 4829.386230
	Iteration 46Q: 3 clusters Score -2008051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2008055.000000 Penalty: 4829.386230
	Iteration 47Q: 3 clusters Score -2008055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2008059.125000 Penalty: 4829.386230
	Iteration 48Q: 3 clusters Score -2008059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2008064.250000 Penalty: 4829.386230
	Iteration 49Q: 3 clusters Score -2008064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2008061.500000 Penalty: 4829.386230
	Iteration 50Q: 3 clusters Score -2008062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2008063.000000 Penalty: 4829.386230
	Iteration 51Q: 3 clusters Score -2008063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2008065.750000 Penalty: 4829.386230
	Iteration 52Q: 3 clusters Score -2008066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2008072.750000 Penalty: 4829.386230
	Iteration 53Q: 3 clusters Score -2008073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2008075.000000 Penalty: 4829.386230
	Iteration 54Q: 3 clusters Score -2008075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2008073.250000 Penalty: 4829.386230
	Iteration 55Q: 3 clusters Score -2008073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2008072.000000 Penalty: 4829.386230
	Iteration 56Q: 3 clusters Score -2008072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2008072.875000 Penalty: 4829.386230
	Iteration 57Q: 3 clusters Score -2008073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2008072.875000 Penalty: 4829.386230
	Iteration 58Q: 3 clusters Score -2008073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2008076.375000 Penalty: 4829.386230
	Iteration 59Q: 3 clusters Score -2008076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2008077.375000 Penalty: 4829.386230
	Iteration 60F: 3 clusters Score -2008077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2008081.125000 Penalty: 4829.386230
	Iteration 61Q: 3 clusters Score -2008081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2008088.750000 Penalty: 4829.386230
	Iteration 62Q: 3 clusters Score -2008089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2008090.625000 Penalty: 4829.386230
	Iteration 63Q: 3 clusters Score -2008091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2008086.625000 Penalty: 4829.386230
	Iteration 64Q: 3 clusters Score -2008087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2008093.875000 Penalty: 4829.386230
	Iteration 65Q: 3 clusters Score -2008094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2008096.500000 Penalty: 4829.386230
	Iteration 66Q: 3 clusters Score -2008096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2008095.000000 Penalty: 4829.386230
	Iteration 67Q: 3 clusters Score -2008095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2008095.125000 Penalty: 4829.386230
	Iteration 68Q: 3 clusters Score -2008095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2008092.625000 Penalty: 4829.386230
	Iteration 69Q: 3 clusters Score -2008093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2008097.625000 Penalty: 4829.386230
	Iteration 70Q: 3 clusters Score -2008098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2008098.750000 Penalty: 4829.386230
	Iteration 71Q: 3 clusters Score -2008099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2008097.750000 Penalty: 4829.386230
	Iteration 72Q: 3 clusters Score -2008098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2008100.750000 Penalty: 4829.386230
	Iteration 73Q: 3 clusters Score -2008101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2008097.250000 Penalty: 4829.386230
	Iteration 74Q: 3 clusters Score -2008097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2008101.250000 Penalty: 4829.386230
	Iteration 75Q: 3 clusters Score -2008101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2008102.625000 Penalty: 4829.386230
	Iteration 76Q: 3 clusters Score -2008103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2008105.250000 Penalty: 4829.386230
	Iteration 77Q: 3 clusters Score -2008105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2008101.750000 Penalty: 4829.386230
	Iteration 78Q: 3 clusters Score -2008102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2008107.875000 Penalty: 4829.386230
	Iteration 79Q: 3 clusters Score -2008108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2008107.875000 Penalty: 4829.386230
	Iteration 80F: 3 clusters Score -2008108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Entering Unmasked Estep 
Score: -963757.875000 Penalty: 2253.390137
	Iteration 0F: 2 clusters Score -963757.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -956883.125000 Penalty: 4506.780273
	Iteration 0F: 3 clusters Score -956883.1 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -958822.937500 Penalty: 4506.780273
	Iteration 1F: 3 clusters Score -958822.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -959157.375000 Penalty: 4506.780273
	Iteration 2F: 3 clusters Score -959157.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -959416.375000 Penalty: 4506.780273
	Iteration 3F: 3 clusters Score -959416.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -959691.562500 Penalty: 4506.780273
	Iteration 4F: 3 clusters Score -959691.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -960036.187500 Penalty: 4506.780273
	Iteration 5F: 3 clusters Score -960036.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -960434.000000 Penalty: 4506.780273
	Iteration 6F: 3 clusters Score -960434 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -960896.750000 Penalty: 4506.780273
	Iteration 7F: 3 clusters Score -960896.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -961334.750000 Penalty: 4506.780273
	Iteration 8F: 3 clusters Score -961334.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -961669.937500 Penalty: 4506.780273
	Iteration 9Q: 3 clusters Score -961669.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -961890.562500 Penalty: 4506.780273
	Iteration 10Q: 3 clusters Score -961890.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -962026.125000 Penalty: 4506.780273
	Iteration 11Q: 3 clusters Score -962026.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -962126.062500 Penalty: 4506.780273
	Iteration 12Q: 3 clusters Score -962126.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -962186.625000 Penalty: 4506.780273
	Iteration 13Q: 3 clusters Score -962186.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -962227.687500 Penalty: 4506.780273
	Iteration 14Q: 3 clusters Score -962227.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -962253.937500 Penalty: 4506.780273
	Iteration 15Q: 3 clusters Score -962253.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -962269.625000 Penalty: 4506.780273
	Iteration 16Q: 3 clusters Score -962269.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -962285.000000 Penalty: 4506.780273
	Iteration 17Q: 3 clusters Score -962285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -962297.750000 Penalty: 4506.780273
	Iteration 18Q: 3 clusters Score -962297.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -962306.812500 Penalty: 4506.780273
	Iteration 19Q: 3 clusters Score -962306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -962313.375000 Penalty: 4506.780273
	Iteration 20F: 3 clusters Score -962313.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -962319.500000 Penalty: 4506.780273
	Iteration 21Q: 3 clusters Score -962319.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -962321.687500 Penalty: 4506.780273
	Iteration 22Q: 3 clusters Score -962321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -962323.875000 Penalty: 4506.780273
	Iteration 23Q: 3 clusters Score -962323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -962328.875000 Penalty: 4506.780273
	Iteration 24Q: 3 clusters Score -962328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -962332.250000 Penalty: 4506.780273
	Iteration 25Q: 3 clusters Score -962332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -962335.750000 Penalty: 4506.780273
	Iteration 26Q: 3 clusters Score -962335.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -962344.500000 Penalty: 4506.780273
	Iteration 27Q: 3 clusters Score -962344.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -962350.375000 Penalty: 4506.780273
	Iteration 28Q: 3 clusters Score -962350.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -962358.375000 Penalty: 4506.780273
	Iteration 29Q: 3 clusters Score -962358.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -962371.562500 Penalty: 4506.780273
	Iteration 30Q: 3 clusters Score -962371.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -962384.875000 Penalty: 4506.780273
	Iteration 31Q: 3 clusters Score -962384.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -962392.750000 Penalty: 4506.780273
	Iteration 32Q: 3 clusters Score -962392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -962395.812500 Penalty: 4506.780273
	Iteration 33Q: 3 clusters Score -962395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -962404.250000 Penalty: 4506.780273
	Iteration 34Q: 3 clusters Score -962404.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -962409.187500 Penalty: 4506.780273
	Iteration 35Q: 3 clusters Score -962409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -962411.750000 Penalty: 4506.780273
	Iteration 36Q: 3 clusters Score -962411.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -962417.125000 Penalty: 4506.780273
	Iteration 37Q: 3 clusters Score -962417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -962422.750000 Penalty: 4506.780273
	Iteration 38Q: 3 clusters Score -962422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -962423.375000 Penalty: 4506.780273
	Iteration 39Q: 3 clusters Score -962423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -962425.750000 Penalty: 4506.780273
	Iteration 40F: 3 clusters Score -962425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -962428.062500 Penalty: 4506.780273
	Iteration 41Q: 3 clusters Score -962428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -962429.500000 Penalty: 4506.780273
	Iteration 42Q: 3 clusters Score -962429.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -962430.687500 Penalty: 4506.780273
	Iteration 43Q: 3 clusters Score -962430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -962433.750000 Penalty: 4506.780273
	Iteration 44Q: 3 clusters Score -962433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -962436.125000 Penalty: 4506.780273
	Iteration 45Q: 3 clusters Score -962436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -962439.250000 Penalty: 4506.780273
	Iteration 46Q: 3 clusters Score -962439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -962439.250000 Penalty: 4506.780273
	Iteration 47F: 3 clusters Score -962439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Entering Unmasked Estep 
Score: -2394943.750000 Penalty: 2471.333008
	Iteration 0F: 2 clusters Score -2394944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2380017.500000 Penalty: 4942.666016
	Iteration 0F: 3 clusters Score -2380018 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2385236.500000 Penalty: 4942.666016
	Iteration 1F: 3 clusters Score -2385236 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2385870.250000 Penalty: 4942.666016
	Iteration 2F: 3 clusters Score -2385870 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2386723.250000 Penalty: 4942.666016
	Iteration 3F: 3 clusters Score -2386723 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2387849.500000 Penalty: 4942.666016
	Iteration 4F: 3 clusters Score -2387850 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2389330.250000 Penalty: 4942.666016
	Iteration 5F: 3 clusters Score -2389330 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2390791.250000 Penalty: 4942.666016
	Iteration 6F: 3 clusters Score -2390791 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2391849.000000 Penalty: 4942.666016
	Iteration 7F: 3 clusters Score -2391849 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2392472.000000 Penalty: 4942.666016
	Iteration 8Q: 3 clusters Score -2392472 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2392837.000000 Penalty: 4942.666016
	Iteration 9Q: 3 clusters Score -2392837 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2393118.500000 Penalty: 4942.666016
	Iteration 10Q: 3 clusters Score -2393118 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2393343.500000 Penalty: 4942.666016
	Iteration 11Q: 3 clusters Score -2393344 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2393592.000000 Penalty: 4942.666016
	Iteration 12Q: 3 clusters Score -2393592 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2393886.000000 Penalty: 4942.666016
	Iteration 13Q: 3 clusters Score -2393886 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2394252.500000 Penalty: 4942.666016
	Iteration 14Q: 3 clusters Score -2394252 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2394694.500000 Penalty: 4942.666016
	Iteration 15Q: 3 clusters Score -2394694 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2395065.750000 Penalty: 4942.666016
	Iteration 16Q: 3 clusters Score -2395066 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2395377.750000 Penalty: 4942.666016
	Iteration 17Q: 3 clusters Score -2395378 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2395612.000000 Penalty: 4942.666016
	Iteration 18Q: 3 clusters Score -2395612 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2395789.500000 Penalty: 4942.666016
	Iteration 19Q: 3 clusters Score -2395790 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2395914.750000 Penalty: 4942.666016
	Iteration 20F: 3 clusters Score -2395915 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2396010.750000 Penalty: 4942.666016
	Iteration 21Q: 3 clusters Score -2396011 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2396094.750000 Penalty: 4942.666016
	Iteration 22Q: 3 clusters Score -2396095 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2396151.000000 Penalty: 4942.666016
	Iteration 23Q: 3 clusters Score -2396151 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2396190.500000 Penalty: 4942.666016
	Iteration 24Q: 3 clusters Score -2396190 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2396224.000000 Penalty: 4942.666016
	Iteration 25Q: 3 clusters Score -2396224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2396246.000000 Penalty: 4942.666016
	Iteration 26Q: 3 clusters Score -2396246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2396258.250000 Penalty: 4942.666016
	Iteration 27Q: 3 clusters Score -2396258 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2396270.000000 Penalty: 4942.666016
	Iteration 28Q: 3 clusters Score -2396270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2396281.500000 Penalty: 4942.666016
	Iteration 29Q: 3 clusters Score -2396282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2396292.000000 Penalty: 4942.666016
	Iteration 30Q: 3 clusters Score -2396292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2396298.500000 Penalty: 4942.666016
	Iteration 31Q: 3 clusters Score -2396298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2396296.500000 Penalty: 4942.666016
	Iteration 32Q: 3 clusters Score -2396296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2396294.750000 Penalty: 4942.666016
	Iteration 33Q: 3 clusters Score -2396295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2396295.500000 Penalty: 4942.666016
	Iteration 34Q: 3 clusters Score -2396296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2396296.500000 Penalty: 4942.666016
	Iteration 35Q: 3 clusters Score -2396296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2396298.750000 Penalty: 4942.666016
	Iteration 36Q: 3 clusters Score -2396299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2396298.000000 Penalty: 4942.666016
	Iteration 37Q: 3 clusters Score -2396298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2396300.000000 Penalty: 4942.666016
	Iteration 38Q: 3 clusters Score -2396300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2396297.250000 Penalty: 4942.666016
	Iteration 39Q: 3 clusters Score -2396297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2396295.750000 Penalty: 4942.666016
	Iteration 40F: 3 clusters Score -2396296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2396299.500000 Penalty: 4942.666016
	Iteration 41Q: 3 clusters Score -2396300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2396300.250000 Penalty: 4942.666016
	Iteration 42Q: 3 clusters Score -2396300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2396301.250000 Penalty: 4942.666016
	Iteration 43Q: 3 clusters Score -2396301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2396300.500000 Penalty: 4942.666016
	Iteration 44Q: 3 clusters Score -2396300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2396302.000000 Penalty: 4942.666016
	Iteration 45Q: 3 clusters Score -2396302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2396299.000000 Penalty: 4942.666016
	Iteration 46Q: 3 clusters Score -2396299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2396301.750000 Penalty: 4942.666016
	Iteration 47Q: 3 clusters Score -2396302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2396301.500000 Penalty: 4942.666016
	Iteration 48Q: 3 clusters Score -2396302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2396303.000000 Penalty: 4942.666016
	Iteration 49Q: 3 clusters Score -2396303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2396303.000000 Penalty: 4942.666016
	Iteration 50F: 3 clusters Score -2396303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 95251 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 247518 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 149320 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 7568 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176691 members 
Mstep: Class 27 contains 21953 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192419 members 
Mstep: Class 31 contains 174707 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 37804 members 
Mstep: Class 34 contains 118960 members 
Mstep: Class 35 contains 158161 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 42185 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 13702 members 
Entering Unmasked Estep 
Score: -225962400.000000 Penalty: 147590.875000
Splitting cluster 17 changes total score from -225962960.000000 to -225962400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (15404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Entering Unmasked Estep 
Score: -1748998.250000 Penalty: 2391.310791
	Iteration 0F: 2 clusters Score -1748998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1737900.375000 Penalty: 4782.621582
	Iteration 0F: 3 clusters Score -1737900 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1741466.875000 Penalty: 4782.621582
	Iteration 1F: 3 clusters Score -1741467 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1742057.875000 Penalty: 4782.621582
	Iteration 2F: 3 clusters Score -1742058 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1742807.875000 Penalty: 4782.621582
	Iteration 3F: 3 clusters Score -1742808 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1743693.375000 Penalty: 4782.621582
	Iteration 4F: 3 clusters Score -1743693 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1744617.375000 Penalty: 4782.621582
	Iteration 5F: 3 clusters Score -1744617 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1745421.250000 Penalty: 4782.621582
	Iteration 6F: 3 clusters Score -1745421 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1746054.125000 Penalty: 4782.621582
	Iteration 7F: 3 clusters Score -1746054 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1746505.750000 Penalty: 4782.621582
	Iteration 8Q: 3 clusters Score -1746506 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1746874.875000 Penalty: 4782.621582
	Iteration 9Q: 3 clusters Score -1746875 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1747130.375000 Penalty: 4782.621582
	Iteration 10Q: 3 clusters Score -1747130 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1747309.125000 Penalty: 4782.621582
	Iteration 11Q: 3 clusters Score -1747309 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1747415.750000 Penalty: 4782.621582
	Iteration 12Q: 3 clusters Score -1747416 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1747488.750000 Penalty: 4782.621582
	Iteration 13Q: 3 clusters Score -1747489 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1747546.250000 Penalty: 4782.621582
	Iteration 14Q: 3 clusters Score -1747546 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1747567.125000 Penalty: 4782.621582
	Iteration 15Q: 3 clusters Score -1747567 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1747590.875000 Penalty: 4782.621582
	Iteration 16Q: 3 clusters Score -1747591 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1747611.500000 Penalty: 4782.621582
	Iteration 17Q: 3 clusters Score -1747612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1747624.500000 Penalty: 4782.621582
	Iteration 18Q: 3 clusters Score -1747624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1747625.250000 Penalty: 4782.621582
	Iteration 19Q: 3 clusters Score -1747625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1747627.250000 Penalty: 4782.621582
	Iteration 20F: 3 clusters Score -1747627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1747635.125000 Penalty: 4782.621582
	Iteration 21Q: 3 clusters Score -1747635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1747635.250000 Penalty: 4782.621582
	Iteration 22Q: 3 clusters Score -1747635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1747633.375000 Penalty: 4782.621582
	Iteration 23Q: 3 clusters Score -1747633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1747639.375000 Penalty: 4782.621582
	Iteration 24Q: 3 clusters Score -1747639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1747638.125000 Penalty: 4782.621582
	Iteration 25Q: 3 clusters Score -1747638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1747640.250000 Penalty: 4782.621582
	Iteration 26Q: 3 clusters Score -1747640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1747639.500000 Penalty: 4782.621582
	Iteration 27Q: 3 clusters Score -1747640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1747640.750000 Penalty: 4782.621582
	Iteration 28Q: 3 clusters Score -1747641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1747640.750000 Penalty: 4782.621582
	Iteration 29F: 3 clusters Score -1747641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Entering Unmasked Estep 
Score: -1425132.625000 Penalty: 2326.323486
	Iteration 0F: 2 clusters Score -1425133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1416250.250000 Penalty: 4652.646973
	Iteration 0F: 3 clusters Score -1416250 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1418932.000000 Penalty: 4652.646973
	Iteration 1F: 3 clusters Score -1418932 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1419222.375000 Penalty: 4652.646973
	Iteration 2F: 3 clusters Score -1419222 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1419459.250000 Penalty: 4652.646973
	Iteration 3Q: 3 clusters Score -1419459 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1419647.375000 Penalty: 4652.646973
	Iteration 4Q: 3 clusters Score -1419647 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1419785.250000 Penalty: 4652.646973
	Iteration 5Q: 3 clusters Score -1419785 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1419884.625000 Penalty: 4652.646973
	Iteration 6Q: 3 clusters Score -1419885 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1419959.500000 Penalty: 4652.646973
	Iteration 7Q: 3 clusters Score -1419960 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1420032.375000 Penalty: 4652.646973
	Iteration 8Q: 3 clusters Score -1420032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1420107.000000 Penalty: 4652.646973
	Iteration 9Q: 3 clusters Score -1420107 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1420181.500000 Penalty: 4652.646973
	Iteration 10Q: 3 clusters Score -1420182 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1420254.375000 Penalty: 4652.646973
	Iteration 11Q: 3 clusters Score -1420254 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1420365.500000 Penalty: 4652.646973
	Iteration 12Q: 3 clusters Score -1420366 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1420499.875000 Penalty: 4652.646973
	Iteration 13Q: 3 clusters Score -1420500 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1420667.625000 Penalty: 4652.646973
	Iteration 14Q: 3 clusters Score -1420668 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1420835.500000 Penalty: 4652.646973
	Iteration 15Q: 3 clusters Score -1420836 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1421047.125000 Penalty: 4652.646973
	Iteration 16Q: 3 clusters Score -1421047 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1421250.125000 Penalty: 4652.646973
	Iteration 17Q: 3 clusters Score -1421250 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1421441.750000 Penalty: 4652.646973
	Iteration 18Q: 3 clusters Score -1421442 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1421613.250000 Penalty: 4652.646973
	Iteration 19Q: 3 clusters Score -1421613 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1421761.000000 Penalty: 4652.646973
	Iteration 20F: 3 clusters Score -1421761 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1421866.750000 Penalty: 4652.646973
	Iteration 21Q: 3 clusters Score -1421867 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1421961.125000 Penalty: 4652.646973
	Iteration 22Q: 3 clusters Score -1421961 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1422075.375000 Penalty: 4652.646973
	Iteration 23Q: 3 clusters Score -1422075 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1422167.625000 Penalty: 4652.646973
	Iteration 24Q: 3 clusters Score -1422168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1422233.625000 Penalty: 4652.646973
	Iteration 25Q: 3 clusters Score -1422234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1422282.000000 Penalty: 4652.646973
	Iteration 26Q: 3 clusters Score -1422282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1422313.000000 Penalty: 4652.646973
	Iteration 27Q: 3 clusters Score -1422313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1422346.875000 Penalty: 4652.646973
	Iteration 28Q: 3 clusters Score -1422347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1422384.500000 Penalty: 4652.646973
	Iteration 29Q: 3 clusters Score -1422384 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1422425.375000 Penalty: 4652.646973
	Iteration 30Q: 3 clusters Score -1422425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1422459.875000 Penalty: 4652.646973
	Iteration 31Q: 3 clusters Score -1422460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1422494.500000 Penalty: 4652.646973
	Iteration 32Q: 3 clusters Score -1422494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1422530.375000 Penalty: 4652.646973
	Iteration 33Q: 3 clusters Score -1422530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1422563.125000 Penalty: 4652.646973
	Iteration 34Q: 3 clusters Score -1422563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1422591.500000 Penalty: 4652.646973
	Iteration 35Q: 3 clusters Score -1422592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1422631.125000 Penalty: 4652.646973
	Iteration 36Q: 3 clusters Score -1422631 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1422676.500000 Penalty: 4652.646973
	Iteration 37Q: 3 clusters Score -1422676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1422721.500000 Penalty: 4652.646973
	Iteration 38Q: 3 clusters Score -1422722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1422759.500000 Penalty: 4652.646973
	Iteration 39Q: 3 clusters Score -1422760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1422791.750000 Penalty: 4652.646973
	Iteration 40F: 3 clusters Score -1422792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1422822.000000 Penalty: 4652.646973
	Iteration 41Q: 3 clusters Score -1422822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1422844.500000 Penalty: 4652.646973
	Iteration 42Q: 3 clusters Score -1422844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1422866.500000 Penalty: 4652.646973
	Iteration 43Q: 3 clusters Score -1422866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1422882.750000 Penalty: 4652.646973
	Iteration 44Q: 3 clusters Score -1422883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1422893.125000 Penalty: 4652.646973
	Iteration 45Q: 3 clusters Score -1422893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1422903.500000 Penalty: 4652.646973
	Iteration 46Q: 3 clusters Score -1422904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1422918.500000 Penalty: 4652.646973
	Iteration 47Q: 3 clusters Score -1422918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1422939.125000 Penalty: 4652.646973
	Iteration 48Q: 3 clusters Score -1422939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1422962.000000 Penalty: 4652.646973
	Iteration 49Q: 3 clusters Score -1422962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1422979.750000 Penalty: 4652.646973
	Iteration 50Q: 3 clusters Score -1422980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1423015.000000 Penalty: 4652.646973
	Iteration 51Q: 3 clusters Score -1423015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1423036.125000 Penalty: 4652.646973
	Iteration 52Q: 3 clusters Score -1423036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1423064.500000 Penalty: 4652.646973
	Iteration 53Q: 3 clusters Score -1423064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1423093.875000 Penalty: 4652.646973
	Iteration 54Q: 3 clusters Score -1423094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1423114.750000 Penalty: 4652.646973
	Iteration 55Q: 3 clusters Score -1423115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1423123.875000 Penalty: 4652.646973
	Iteration 56Q: 3 clusters Score -1423124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1423132.125000 Penalty: 4652.646973
	Iteration 57Q: 3 clusters Score -1423132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1423131.500000 Penalty: 4652.646973
	Iteration 58Q: 3 clusters Score -1423132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1423135.250000 Penalty: 4652.646973
	Iteration 59Q: 3 clusters Score -1423135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1423135.000000 Penalty: 4652.646973
	Iteration 60F: 3 clusters Score -1423135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1423136.625000 Penalty: 4652.646973
	Iteration 61Q: 3 clusters Score -1423137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1423138.250000 Penalty: 4652.646973
	Iteration 62Q: 3 clusters Score -1423138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1423139.875000 Penalty: 4652.646973
	Iteration 63Q: 3 clusters Score -1423140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1423139.875000 Penalty: 4652.646973
	Iteration 64F: 3 clusters Score -1423140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Entering Unmasked Estep 
Score: -6975444.000000 Penalty: 2729.481934
	Iteration 0F: 2 clusters Score -6975444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6935136.500000 Penalty: 5458.963867
	Iteration 0F: 3 clusters Score -6935136 nChanged 27971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -6951743.500000 Penalty: 5458.963867
	Iteration 1F: 3 clusters Score -6951744 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -6953601.000000 Penalty: 5458.963867
	Iteration 2F: 3 clusters Score -6953601 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -6956248.000000 Penalty: 5458.963867
	Iteration 3F: 3 clusters Score -6956248 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -6959514.500000 Penalty: 5458.963867
	Iteration 4F: 3 clusters Score -6959514 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -6962680.000000 Penalty: 5458.963867
	Iteration 5F: 3 clusters Score -6962680 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -6965035.000000 Penalty: 5458.963867
	Iteration 6F: 3 clusters Score -6965035 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -6966649.000000 Penalty: 5458.963867
	Iteration 7F: 3 clusters Score -6966649 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -6967777.500000 Penalty: 5458.963867
	Iteration 8Q: 3 clusters Score -6967778 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -6968674.500000 Penalty: 5458.963867
	Iteration 9Q: 3 clusters Score -6968674 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -6969427.000000 Penalty: 5458.963867
	Iteration 10Q: 3 clusters Score -6969427 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -6970348.000000 Penalty: 5458.963867
	Iteration 11Q: 3 clusters Score -6970348 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -6971175.000000 Penalty: 5458.963867
	Iteration 12Q: 3 clusters Score -6971175 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 52777 members 
Entering Unmasked Estep 
Score: -6971994.500000 Penalty: 5458.963867
	Iteration 13Q: 3 clusters Score -6971994 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6972653.500000 Penalty: 5458.963867
	Iteration 14Q: 3 clusters Score -6972654 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -6973146.000000 Penalty: 5458.963867
	Iteration 15Q: 3 clusters Score -6973146 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -6973539.500000 Penalty: 5458.963867
	Iteration 16Q: 3 clusters Score -6973540 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -6973802.500000 Penalty: 5458.963867
	Iteration 17Q: 3 clusters Score -6973802 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -6973981.500000 Penalty: 5458.963867
	Iteration 18Q: 3 clusters Score -6973982 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -6974065.000000 Penalty: 5458.963867
	Iteration 19Q: 3 clusters Score -6974065 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -6974138.000000 Penalty: 5458.963867
	Iteration 20F: 3 clusters Score -6974138 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -6974204.500000 Penalty: 5458.963867
	Iteration 21Q: 3 clusters Score -6974204 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 58103 members 
Entering Unmasked Estep 
Score: -6974272.000000 Penalty: 5458.963867
	Iteration 22Q: 3 clusters Score -6974272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -6974301.500000 Penalty: 5458.963867
	Iteration 23Q: 3 clusters Score -6974302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 58290 members 
Entering Unmasked Estep 
Score: -6974331.000000 Penalty: 5458.963867
	Iteration 24Q: 3 clusters Score -6974331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -6974338.000000 Penalty: 5458.963867
	Iteration 25Q: 3 clusters Score -6974338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -6974351.000000 Penalty: 5458.963867
	Iteration 26Q: 3 clusters Score -6974351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -6974377.000000 Penalty: 5458.963867
	Iteration 27Q: 3 clusters Score -6974377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -6974383.000000 Penalty: 5458.963867
	Iteration 28Q: 3 clusters Score -6974383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -6974397.000000 Penalty: 5458.963867
	Iteration 29Q: 3 clusters Score -6974397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -6974396.500000 Penalty: 5458.963867
	Iteration 30Q: 3 clusters Score -6974396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 58491 members 
Entering Unmasked Estep 
Score: -6974400.000000 Penalty: 5458.963867
	Iteration 31Q: 3 clusters Score -6974400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -6974400.000000 Penalty: 5458.963867
	Iteration 32Q: 3 clusters Score -6974400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -6974398.000000 Penalty: 5458.963867
	Iteration 33Q: 3 clusters Score -6974398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -6974399.000000 Penalty: 5458.963867
	Iteration 34Q: 3 clusters Score -6974399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 58526 members 
Entering Unmasked Estep 
Score: -6974396.000000 Penalty: 5458.963867
	Iteration 35Q: 3 clusters Score -6974396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -6974385.500000 Penalty: 5458.963867
	Iteration 36Q: 3 clusters Score -6974386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -6974396.000000 Penalty: 5458.963867
	Iteration 37Q: 3 clusters Score -6974396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -6974397.000000 Penalty: 5458.963867
	Iteration 38Q: 3 clusters Score -6974397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -6974395.000000 Penalty: 5458.963867
	Iteration 39Q: 3 clusters Score -6974395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -6974399.500000 Penalty: 5458.963867
	Iteration 40F: 3 clusters Score -6974400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 58548 members 
Entering Unmasked Estep 
Score: -6974394.000000 Penalty: 5458.963867
	Iteration 41Q: 3 clusters Score -6974394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -6974398.000000 Penalty: 5458.963867
	Iteration 42Q: 3 clusters Score -6974398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -6974394.500000 Penalty: 5458.963867
	Iteration 43Q: 3 clusters Score -6974394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -6974397.500000 Penalty: 5458.963867
	Iteration 44Q: 3 clusters Score -6974398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -6974403.500000 Penalty: 5458.963867
	Iteration 45Q: 3 clusters Score -6974404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -6974405.000000 Penalty: 5458.963867
	Iteration 46Q: 3 clusters Score -6974405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -6974411.000000 Penalty: 5458.963867
	Iteration 47Q: 3 clusters Score -6974411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -6974415.500000 Penalty: 5458.963867
	Iteration 48Q: 3 clusters Score -6974416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -6974415.000000 Penalty: 5458.963867
	Iteration 49Q: 3 clusters Score -6974415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -6974412.500000 Penalty: 5458.963867
	Iteration 50Q: 3 clusters Score -6974412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -6974413.000000 Penalty: 5458.963867
	Iteration 51Q: 3 clusters Score -6974413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -6974413.000000 Penalty: 5458.963867
	Iteration 52F: 3 clusters Score -6974413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -157111.968750 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -157112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -154932.828125 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -154932.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -155469.828125 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -155469.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -155681.734375 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -155681.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -155787.171875 Penalty: 3623.039795
	Iteration 3F: 3 clusters Score -155787.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -155869.609375 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -155869.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -155929.687500 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -155929.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -155965.046875 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -155965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155996.812500 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -155996.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -156040.796875 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -156040.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -156074.703125 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -156074.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -156096.390625 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -156096.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -156107.734375 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -156107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -156114.937500 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -156114.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -156129.500000 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -156129.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -156150.296875 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -156150.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -156164.609375 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -156164.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -156180.906250 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -156180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -156187.843750 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -156187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -156190.046875 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -156190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -156193.843750 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -156193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -156195.062500 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -156195.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -156195.875000 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -156195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -156195.875000 Penalty: 3623.039795
	Iteration 22F: 3 clusters Score -156195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Entering Unmasked Estep 
Score: -1013738.062500 Penalty: 2263.701172
	Iteration 0F: 2 clusters Score -1013738 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 4604 members 
Entering Unmasked Estep 
Score: -1006711.750000 Penalty: 4527.402344
	Iteration 0F: 3 clusters Score -1006712 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1009093.750000 Penalty: 4527.402344
	Iteration 1F: 3 clusters Score -1009094 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1009734.812500 Penalty: 4527.402344
	Iteration 2F: 3 clusters Score -1009735 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1010383.187500 Penalty: 4527.402344
	Iteration 3F: 3 clusters Score -1010383 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1011038.125000 Penalty: 4527.402344
	Iteration 4F: 3 clusters Score -1011038 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1011585.000000 Penalty: 4527.402344
	Iteration 5F: 3 clusters Score -1011585 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1011992.000000 Penalty: 4527.402344
	Iteration 6F: 3 clusters Score -1011992 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1012290.250000 Penalty: 4527.402344
	Iteration 7Q: 3 clusters Score -1012290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1012485.312500 Penalty: 4527.402344
	Iteration 8Q: 3 clusters Score -1012485 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1012647.312500 Penalty: 4527.402344
	Iteration 9Q: 3 clusters Score -1012647 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1012811.000000 Penalty: 4527.402344
	Iteration 10Q: 3 clusters Score -1012811 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1012960.937500 Penalty: 4527.402344
	Iteration 11Q: 3 clusters Score -1012961 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1013054.875000 Penalty: 4527.402344
	Iteration 12Q: 3 clusters Score -1013055 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1013109.375000 Penalty: 4527.402344
	Iteration 13Q: 3 clusters Score -1013109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1013151.187500 Penalty: 4527.402344
	Iteration 14Q: 3 clusters Score -1013151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1013182.312500 Penalty: 4527.402344
	Iteration 15Q: 3 clusters Score -1013182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1013211.062500 Penalty: 4527.402344
	Iteration 16Q: 3 clusters Score -1013211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1013239.187500 Penalty: 4527.402344
	Iteration 17Q: 3 clusters Score -1013239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1013267.750000 Penalty: 4527.402344
	Iteration 18Q: 3 clusters Score -1013268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1013293.750000 Penalty: 4527.402344
	Iteration 19Q: 3 clusters Score -1013294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1013329.562500 Penalty: 4527.402344
	Iteration 20F: 3 clusters Score -1013330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1013348.125000 Penalty: 4527.402344
	Iteration 21Q: 3 clusters Score -1013348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1013372.000000 Penalty: 4527.402344
	Iteration 22Q: 3 clusters Score -1013372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1013396.312500 Penalty: 4527.402344
	Iteration 23Q: 3 clusters Score -1013396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1013424.500000 Penalty: 4527.402344
	Iteration 24Q: 3 clusters Score -1013424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1013452.375000 Penalty: 4527.402344
	Iteration 25Q: 3 clusters Score -1013452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1013474.625000 Penalty: 4527.402344
	Iteration 26Q: 3 clusters Score -1013475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1013500.375000 Penalty: 4527.402344
	Iteration 27Q: 3 clusters Score -1013500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1013519.937500 Penalty: 4527.402344
	Iteration 28Q: 3 clusters Score -1013520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1013546.375000 Penalty: 4527.402344
	Iteration 29Q: 3 clusters Score -1013546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1013563.125000 Penalty: 4527.402344
	Iteration 30Q: 3 clusters Score -1013563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1013576.250000 Penalty: 4527.402344
	Iteration 31Q: 3 clusters Score -1013576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1013589.250000 Penalty: 4527.402344
	Iteration 32Q: 3 clusters Score -1013589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1013592.625000 Penalty: 4527.402344
	Iteration 33Q: 3 clusters Score -1013593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1013601.687500 Penalty: 4527.402344
	Iteration 34Q: 3 clusters Score -1013602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1013608.187500 Penalty: 4527.402344
	Iteration 35Q: 3 clusters Score -1013608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1013610.812500 Penalty: 4527.402344
	Iteration 36Q: 3 clusters Score -1013611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1013614.312500 Penalty: 4527.402344
	Iteration 37Q: 3 clusters Score -1013614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1013615.437500 Penalty: 4527.402344
	Iteration 38Q: 3 clusters Score -1013615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1013618.187500 Penalty: 4527.402344
	Iteration 39Q: 3 clusters Score -1013618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1013627.937500 Penalty: 4527.402344
	Iteration 40F: 3 clusters Score -1013628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1013629.187500 Penalty: 4527.402344
	Iteration 41Q: 3 clusters Score -1013629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1013631.125000 Penalty: 4527.402344
	Iteration 42Q: 3 clusters Score -1013631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1013633.875000 Penalty: 4527.402344
	Iteration 43Q: 3 clusters Score -1013634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1013638.000000 Penalty: 4527.402344
	Iteration 44Q: 3 clusters Score -1013638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1013640.375000 Penalty: 4527.402344
	Iteration 45Q: 3 clusters Score -1013640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1013641.187500 Penalty: 4527.402344
	Iteration 46Q: 3 clusters Score -1013641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1013648.125000 Penalty: 4527.402344
	Iteration 47Q: 3 clusters Score -1013648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1013649.687500 Penalty: 4527.402344
	Iteration 48Q: 3 clusters Score -1013650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1013653.000000 Penalty: 4527.402344
	Iteration 49Q: 3 clusters Score -1013653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1013654.500000 Penalty: 4527.402344
	Iteration 50Q: 3 clusters Score -1013654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1013659.000000 Penalty: 4527.402344
	Iteration 51Q: 3 clusters Score -1013659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1013662.000000 Penalty: 4527.402344
	Iteration 52Q: 3 clusters Score -1013662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1013665.250000 Penalty: 4527.402344
	Iteration 53Q: 3 clusters Score -1013665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1013665.375000 Penalty: 4527.402344
	Iteration 54Q: 3 clusters Score -1013665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1013665.500000 Penalty: 4527.402344
	Iteration 55Q: 3 clusters Score -1013666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1013664.250000 Penalty: 4527.402344
	Iteration 56Q: 3 clusters Score -1013664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1013666.812500 Penalty: 4527.402344
	Iteration 57Q: 3 clusters Score -1013667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1013665.125000 Penalty: 4527.402344
	Iteration 58Q: 3 clusters Score -1013665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1013668.937500 Penalty: 4527.402344
	Iteration 59Q: 3 clusters Score -1013669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1013669.812500 Penalty: 4527.402344
	Iteration 60F: 3 clusters Score -1013670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1013671.500000 Penalty: 4527.402344
	Iteration 61Q: 3 clusters Score -1013672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1013672.750000 Penalty: 4527.402344
	Iteration 62Q: 3 clusters Score -1013673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1013672.937500 Penalty: 4527.402344
	Iteration 63Q: 3 clusters Score -1013673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1013672.000000 Penalty: 4527.402344
	Iteration 64Q: 3 clusters Score -1013672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1013672.000000 Penalty: 4527.402344
	Iteration 65Q: 3 clusters Score -1013672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1013672.500000 Penalty: 4527.402344
	Iteration 66Q: 3 clusters Score -1013672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1013672.562500 Penalty: 4527.402344
	Iteration 67Q: 3 clusters Score -1013673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1013673.062500 Penalty: 4527.402344
	Iteration 68Q: 3 clusters Score -1013673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1013673.062500 Penalty: 4527.402344
	Iteration 69F: 3 clusters Score -1013673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -868615.000000 Penalty: 2218.021973
	Iteration 0F: 2 clusters Score -868615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -862434.875000 Penalty: 4436.043945
	Iteration 0F: 3 clusters Score -862434.9 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -864173.812500 Penalty: 4436.043945
	Iteration 1F: 3 clusters Score -864173.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -864411.187500 Penalty: 4436.043945
	Iteration 2F: 3 clusters Score -864411.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -864588.000000 Penalty: 4436.043945
	Iteration 3Q: 3 clusters Score -864588 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -864720.375000 Penalty: 4436.043945
	Iteration 4Q: 3 clusters Score -864720.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -864846.187500 Penalty: 4436.043945
	Iteration 5Q: 3 clusters Score -864846.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -864951.875000 Penalty: 4436.043945
	Iteration 6Q: 3 clusters Score -864951.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -865057.750000 Penalty: 4436.043945
	Iteration 7Q: 3 clusters Score -865057.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -865169.375000 Penalty: 4436.043945
	Iteration 8Q: 3 clusters Score -865169.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -865285.687500 Penalty: 4436.043945
	Iteration 9Q: 3 clusters Score -865285.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -865377.062500 Penalty: 4436.043945
	Iteration 10Q: 3 clusters Score -865377.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -865461.500000 Penalty: 4436.043945
	Iteration 11Q: 3 clusters Score -865461.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -865536.875000 Penalty: 4436.043945
	Iteration 12Q: 3 clusters Score -865536.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -865606.187500 Penalty: 4436.043945
	Iteration 13Q: 3 clusters Score -865606.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -865665.000000 Penalty: 4436.043945
	Iteration 14Q: 3 clusters Score -865665 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -865710.500000 Penalty: 4436.043945
	Iteration 15Q: 3 clusters Score -865710.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -865749.062500 Penalty: 4436.043945
	Iteration 16Q: 3 clusters Score -865749.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -865779.250000 Penalty: 4436.043945
	Iteration 17Q: 3 clusters Score -865779.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -865813.687500 Penalty: 4436.043945
	Iteration 18Q: 3 clusters Score -865813.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -865841.125000 Penalty: 4436.043945
	Iteration 19Q: 3 clusters Score -865841.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -865872.750000 Penalty: 4436.043945
	Iteration 20F: 3 clusters Score -865872.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -865899.250000 Penalty: 4436.043945
	Iteration 21Q: 3 clusters Score -865899.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -865936.062500 Penalty: 4436.043945
	Iteration 22Q: 3 clusters Score -865936.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -865966.125000 Penalty: 4436.043945
	Iteration 23Q: 3 clusters Score -865966.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -865996.062500 Penalty: 4436.043945
	Iteration 24Q: 3 clusters Score -865996.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -866027.062500 Penalty: 4436.043945
	Iteration 25Q: 3 clusters Score -866027.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -866055.437500 Penalty: 4436.043945
	Iteration 26Q: 3 clusters Score -866055.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -866086.812500 Penalty: 4436.043945
	Iteration 27Q: 3 clusters Score -866086.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -866113.125000 Penalty: 4436.043945
	Iteration 28Q: 3 clusters Score -866113.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -866131.937500 Penalty: 4436.043945
	Iteration 29Q: 3 clusters Score -866131.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -866152.625000 Penalty: 4436.043945
	Iteration 30Q: 3 clusters Score -866152.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -866171.875000 Penalty: 4436.043945
	Iteration 31Q: 3 clusters Score -866171.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -866185.875000 Penalty: 4436.043945
	Iteration 32Q: 3 clusters Score -866185.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -866201.437500 Penalty: 4436.043945
	Iteration 33Q: 3 clusters Score -866201.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -866214.250000 Penalty: 4436.043945
	Iteration 34Q: 3 clusters Score -866214.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -866228.625000 Penalty: 4436.043945
	Iteration 35Q: 3 clusters Score -866228.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -866247.625000 Penalty: 4436.043945
	Iteration 36Q: 3 clusters Score -866247.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -866270.625000 Penalty: 4436.043945
	Iteration 37Q: 3 clusters Score -866270.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -866303.062500 Penalty: 4436.043945
	Iteration 38Q: 3 clusters Score -866303.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -866340.687500 Penalty: 4436.043945
	Iteration 39Q: 3 clusters Score -866340.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -866386.500000 Penalty: 4436.043945
	Iteration 40F: 3 clusters Score -866386.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -866423.812500 Penalty: 4436.043945
	Iteration 41Q: 3 clusters Score -866423.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -866473.187500 Penalty: 4436.043945
	Iteration 42Q: 3 clusters Score -866473.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -866523.187500 Penalty: 4436.043945
	Iteration 43Q: 3 clusters Score -866523.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -866565.125000 Penalty: 4436.043945
	Iteration 44Q: 3 clusters Score -866565.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -866600.687500 Penalty: 4436.043945
	Iteration 45Q: 3 clusters Score -866600.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -866630.000000 Penalty: 4436.043945
	Iteration 46Q: 3 clusters Score -866630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -866654.312500 Penalty: 4436.043945
	Iteration 47Q: 3 clusters Score -866654.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -866677.375000 Penalty: 4436.043945
	Iteration 48Q: 3 clusters Score -866677.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -866692.875000 Penalty: 4436.043945
	Iteration 49Q: 3 clusters Score -866692.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -866709.875000 Penalty: 4436.043945
	Iteration 50Q: 3 clusters Score -866709.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -866714.437500 Penalty: 4436.043945
	Iteration 51Q: 3 clusters Score -866714.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -866723.687500 Penalty: 4436.043945
	Iteration 52Q: 3 clusters Score -866723.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -866731.875000 Penalty: 4436.043945
	Iteration 53Q: 3 clusters Score -866731.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -866739.687500 Penalty: 4436.043945
	Iteration 54Q: 3 clusters Score -866739.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -866746.750000 Penalty: 4436.043945
	Iteration 55Q: 3 clusters Score -866746.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -866749.437500 Penalty: 4436.043945
	Iteration 56Q: 3 clusters Score -866749.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -866753.312500 Penalty: 4436.043945
	Iteration 57Q: 3 clusters Score -866753.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -866759.187500 Penalty: 4436.043945
	Iteration 58Q: 3 clusters Score -866759.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -866767.750000 Penalty: 4436.043945
	Iteration 59Q: 3 clusters Score -866767.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -866772.562500 Penalty: 4436.043945
	Iteration 60F: 3 clusters Score -866772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -866771.750000 Penalty: 4436.043945
	Iteration 61Q: 3 clusters Score -866771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -866774.250000 Penalty: 4436.043945
	Iteration 62Q: 3 clusters Score -866774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -866776.312500 Penalty: 4436.043945
	Iteration 63Q: 3 clusters Score -866776.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -866775.937500 Penalty: 4436.043945
	Iteration 64Q: 3 clusters Score -866775.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -866776.937500 Penalty: 4436.043945
	Iteration 65Q: 3 clusters Score -866776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -866779.062500 Penalty: 4436.043945
	Iteration 66Q: 3 clusters Score -866779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -866779.812500 Penalty: 4436.043945
	Iteration 67Q: 3 clusters Score -866779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -866779.625000 Penalty: 4436.043945
	Iteration 68Q: 3 clusters Score -866779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -866779.687500 Penalty: 4436.043945
	Iteration 69Q: 3 clusters Score -866779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -866781.625000 Penalty: 4436.043945
	Iteration 70Q: 3 clusters Score -866781.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -866783.812500 Penalty: 4436.043945
	Iteration 71Q: 3 clusters Score -866783.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -866782.625000 Penalty: 4436.043945
	Iteration 72Q: 3 clusters Score -866782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -866783.312500 Penalty: 4436.043945
	Iteration 73Q: 3 clusters Score -866783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -866784.562500 Penalty: 4436.043945
	Iteration 74Q: 3 clusters Score -866784.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -866784.562500 Penalty: 4436.043945
	Iteration 75F: 3 clusters Score -866784.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Entering Unmasked Estep 
Score: -1580179.375000 Penalty: 2369.849121
	Iteration 0F: 2 clusters Score -1580179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1569857.250000 Penalty: 4739.698242
	Iteration 0F: 3 clusters Score -1569857 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1573018.750000 Penalty: 4739.698242
	Iteration 1F: 3 clusters Score -1573019 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1573370.250000 Penalty: 4739.698242
	Iteration 2F: 3 clusters Score -1573370 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1573695.500000 Penalty: 4739.698242
	Iteration 3Q: 3 clusters Score -1573696 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1574083.250000 Penalty: 4739.698242
	Iteration 4Q: 3 clusters Score -1574083 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1574492.250000 Penalty: 4739.698242
	Iteration 5F: 3 clusters Score -1574492 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1574975.250000 Penalty: 4739.698242
	Iteration 6F: 3 clusters Score -1574975 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1575523.375000 Penalty: 4739.698242
	Iteration 7F: 3 clusters Score -1575523 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1576240.250000 Penalty: 4739.698242
	Iteration 8F: 3 clusters Score -1576240 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1577050.875000 Penalty: 4739.698242
	Iteration 9F: 3 clusters Score -1577051 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1577853.500000 Penalty: 4739.698242
	Iteration 10F: 3 clusters Score -1577854 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1578545.625000 Penalty: 4739.698242
	Iteration 11Q: 3 clusters Score -1578546 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1579004.625000 Penalty: 4739.698242
	Iteration 12Q: 3 clusters Score -1579005 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1579309.750000 Penalty: 4739.698242
	Iteration 13Q: 3 clusters Score -1579310 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1579519.875000 Penalty: 4739.698242
	Iteration 14Q: 3 clusters Score -1579520 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1579673.375000 Penalty: 4739.698242
	Iteration 15Q: 3 clusters Score -1579673 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1579762.000000 Penalty: 4739.698242
	Iteration 16Q: 3 clusters Score -1579762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1579804.250000 Penalty: 4739.698242
	Iteration 17Q: 3 clusters Score -1579804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1579833.250000 Penalty: 4739.698242
	Iteration 18Q: 3 clusters Score -1579833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1579843.625000 Penalty: 4739.698242
	Iteration 19Q: 3 clusters Score -1579844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1579851.000000 Penalty: 4739.698242
	Iteration 20F: 3 clusters Score -1579851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1579857.125000 Penalty: 4739.698242
	Iteration 21Q: 3 clusters Score -1579857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1579858.875000 Penalty: 4739.698242
	Iteration 22Q: 3 clusters Score -1579859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1579859.750000 Penalty: 4739.698242
	Iteration 23Q: 3 clusters Score -1579860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1579859.875000 Penalty: 4739.698242
	Iteration 24Q: 3 clusters Score -1579860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1579864.250000 Penalty: 4739.698242
	Iteration 25Q: 3 clusters Score -1579864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1579864.250000 Penalty: 4739.698242
	Iteration 26Q: 3 clusters Score -1579864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1579864.125000 Penalty: 4739.698242
	Iteration 27Q: 3 clusters Score -1579864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1579861.625000 Penalty: 4739.698242
	Iteration 28Q: 3 clusters Score -1579862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1579860.000000 Penalty: 4739.698242
	Iteration 29Q: 3 clusters Score -1579860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1579860.000000 Penalty: 4739.698242
	Iteration 30F: 3 clusters Score -1579860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -27814.001953 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -27814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26585.738281 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -26585.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26807.291016 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -26807.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26952.734375 Penalty: 2825.758301
	Iteration 2Q: 3 clusters Score -26952.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26994.152344 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -26994.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27038.052734 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -27038.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27050.097656 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -27050.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27051.669922 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -27051.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27053.292969 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -27053.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27053.292969 Penalty: 2825.758301
	Iteration 8F: 3 clusters Score -27053.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (176691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176691 members 
Entering Unmasked Estep 
Score: -20864512.000000 Penalty: 2996.375244
	Iteration 0F: 2 clusters Score -2.086451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -20750124.000000 Penalty: 5992.750488
	Iteration 0F: 3 clusters Score -2.075012e+07 nChanged 84491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -20799556.000000 Penalty: 5992.750488
	Iteration 1F: 3 clusters Score -2.079956e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -20801014.000000 Penalty: 5992.750488
	Iteration 2Q: 3 clusters Score -2.080101e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -20803410.000000 Penalty: 5992.750488
	Iteration 3Q: 3 clusters Score -2.080341e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -20807974.000000 Penalty: 5992.750488
	Iteration 4F: 3 clusters Score -2.080797e+07 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120564 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -20815290.000000 Penalty: 5992.750488
	Iteration 5F: 3 clusters Score -2.081529e+07 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134309 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -20826476.000000 Penalty: 5992.750488
	Iteration 6F: 3 clusters Score -2.082648e+07 nChanged 14568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -20839074.000000 Penalty: 5992.750488
	Iteration 7F: 3 clusters Score -2.083907e+07 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161085 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -20849960.000000 Penalty: 5992.750488
	Iteration 8F: 3 clusters Score -2.084996e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169852 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -20856904.000000 Penalty: 5992.750488
	Iteration 9Q: 3 clusters Score -2.08569e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174303 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20860246.000000 Penalty: 5992.750488
	Iteration 10Q: 3 clusters Score -2.086025e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175894 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -20861274.000000 Penalty: 5992.750488
	Iteration 11Q: 3 clusters Score -2.086127e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20861646.000000 Penalty: 5992.750488
	Iteration 12Q: 3 clusters Score -2.086165e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176399 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20861790.000000 Penalty: 5992.750488
	Iteration 13Q: 3 clusters Score -2.086179e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176429 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20861844.000000 Penalty: 5992.750488
	Iteration 14Q: 3 clusters Score -2.086184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176436 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -20861866.000000 Penalty: 5992.750488
	Iteration 15Q: 3 clusters Score -2.086187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176441 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -20861898.000000 Penalty: 5992.750488
	Iteration 16Q: 3 clusters Score -2.08619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176448 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20861944.000000 Penalty: 5992.750488
	Iteration 17Q: 3 clusters Score -2.086194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176450 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -20861934.000000 Penalty: 5992.750488
	Iteration 18Q: 3 clusters Score -2.086193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176451 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -20861940.000000 Penalty: 5992.750488
	Iteration 19Q: 3 clusters Score -2.086194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176455 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20861938.000000 Penalty: 5992.750488
	Iteration 20F: 3 clusters Score -2.086194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20861938.000000 Penalty: 5992.750488
	Iteration 21Q: 3 clusters Score -2.086194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176457 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20861946.000000 Penalty: 5992.750488
	Iteration 22Q: 3 clusters Score -2.086195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176457 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20861942.000000 Penalty: 5992.750488
	Iteration 23Q: 3 clusters Score -2.086194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20861944.000000 Penalty: 5992.750488
	Iteration 24Q: 3 clusters Score -2.086194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176456 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20861944.000000 Penalty: 5992.750488
	Iteration 25F: 3 clusters Score -2.086194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Entering Unmasked Estep 
Score: -2498202.000000 Penalty: 2479.171387
	Iteration 0F: 2 clusters Score -2498202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2482778.000000 Penalty: 4958.342773
	Iteration 0F: 3 clusters Score -2482778 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2488147.500000 Penalty: 4958.342773
	Iteration 1F: 3 clusters Score -2488148 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2488743.000000 Penalty: 4958.342773
	Iteration 2F: 3 clusters Score -2488743 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2489347.250000 Penalty: 4958.342773
	Iteration 3F: 3 clusters Score -2489347 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2489954.000000 Penalty: 4958.342773
	Iteration 4F: 3 clusters Score -2489954 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2490606.500000 Penalty: 4958.342773
	Iteration 5F: 3 clusters Score -2490606 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2491242.500000 Penalty: 4958.342773
	Iteration 6F: 3 clusters Score -2491242 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2491862.750000 Penalty: 4958.342773
	Iteration 7F: 3 clusters Score -2491863 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2492467.750000 Penalty: 4958.342773
	Iteration 8Q: 3 clusters Score -2492468 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2493056.750000 Penalty: 4958.342773
	Iteration 9Q: 3 clusters Score -2493057 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2493639.750000 Penalty: 4958.342773
	Iteration 10Q: 3 clusters Score -2493640 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2494182.000000 Penalty: 4958.342773
	Iteration 11Q: 3 clusters Score -2494182 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2494735.250000 Penalty: 4958.342773
	Iteration 12Q: 3 clusters Score -2494735 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2495177.000000 Penalty: 4958.342773
	Iteration 13Q: 3 clusters Score -2495177 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2495521.750000 Penalty: 4958.342773
	Iteration 14Q: 3 clusters Score -2495522 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2495724.000000 Penalty: 4958.342773
	Iteration 15Q: 3 clusters Score -2495724 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2495854.250000 Penalty: 4958.342773
	Iteration 16Q: 3 clusters Score -2495854 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2495960.750000 Penalty: 4958.342773
	Iteration 17Q: 3 clusters Score -2495961 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2496037.250000 Penalty: 4958.342773
	Iteration 18Q: 3 clusters Score -2496037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2496095.750000 Penalty: 4958.342773
	Iteration 19Q: 3 clusters Score -2496096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2496138.250000 Penalty: 4958.342773
	Iteration 20F: 3 clusters Score -2496138 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2496187.500000 Penalty: 4958.342773
	Iteration 21Q: 3 clusters Score -2496188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2496226.750000 Penalty: 4958.342773
	Iteration 22Q: 3 clusters Score -2496227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2496263.250000 Penalty: 4958.342773
	Iteration 23Q: 3 clusters Score -2496263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2496286.500000 Penalty: 4958.342773
	Iteration 24Q: 3 clusters Score -2496286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2496296.500000 Penalty: 4958.342773
	Iteration 25Q: 3 clusters Score -2496296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2496308.000000 Penalty: 4958.342773
	Iteration 26Q: 3 clusters Score -2496308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2496312.750000 Penalty: 4958.342773
	Iteration 27Q: 3 clusters Score -2496313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2496315.000000 Penalty: 4958.342773
	Iteration 28Q: 3 clusters Score -2496315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2496318.500000 Penalty: 4958.342773
	Iteration 29Q: 3 clusters Score -2496318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2496325.250000 Penalty: 4958.342773
	Iteration 30Q: 3 clusters Score -2496325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2496328.250000 Penalty: 4958.342773
	Iteration 31Q: 3 clusters Score -2496328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -2496328.250000 Penalty: 4958.342773
	Iteration 32F: 3 clusters Score -2496328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Entering Unmasked Estep 
Score: -735369.500000 Penalty: 2181.642090
	Iteration 0F: 2 clusters Score -735369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -729888.500000 Penalty: 4363.284180
	Iteration 0F: 3 clusters Score -729888.5 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -731404.625000 Penalty: 4363.284180
	Iteration 1F: 3 clusters Score -731404.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -731737.937500 Penalty: 4363.284180
	Iteration 2F: 3 clusters Score -731737.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -732062.875000 Penalty: 4363.284180
	Iteration 3F: 3 clusters Score -732062.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -732404.375000 Penalty: 4363.284180
	Iteration 4F: 3 clusters Score -732404.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -732695.937500 Penalty: 4363.284180
	Iteration 5F: 3 clusters Score -732695.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -732940.937500 Penalty: 4363.284180
	Iteration 6F: 3 clusters Score -732940.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -733150.687500 Penalty: 4363.284180
	Iteration 7Q: 3 clusters Score -733150.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -733298.937500 Penalty: 4363.284180
	Iteration 8Q: 3 clusters Score -733298.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -733406.625000 Penalty: 4363.284180
	Iteration 9Q: 3 clusters Score -733406.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -733497.437500 Penalty: 4363.284180
	Iteration 10Q: 3 clusters Score -733497.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -733564.187500 Penalty: 4363.284180
	Iteration 11Q: 3 clusters Score -733564.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -733618.937500 Penalty: 4363.284180
	Iteration 12Q: 3 clusters Score -733618.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -733654.687500 Penalty: 4363.284180
	Iteration 13Q: 3 clusters Score -733654.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -733679.625000 Penalty: 4363.284180
	Iteration 14Q: 3 clusters Score -733679.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -733698.625000 Penalty: 4363.284180
	Iteration 15Q: 3 clusters Score -733698.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -733711.062500 Penalty: 4363.284180
	Iteration 16Q: 3 clusters Score -733711.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -733722.625000 Penalty: 4363.284180
	Iteration 17Q: 3 clusters Score -733722.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -733733.500000 Penalty: 4363.284180
	Iteration 18Q: 3 clusters Score -733733.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -733741.375000 Penalty: 4363.284180
	Iteration 19Q: 3 clusters Score -733741.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -733748.687500 Penalty: 4363.284180
	Iteration 20F: 3 clusters Score -733748.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -733757.375000 Penalty: 4363.284180
	Iteration 21Q: 3 clusters Score -733757.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -733765.375000 Penalty: 4363.284180
	Iteration 22Q: 3 clusters Score -733765.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -733772.187500 Penalty: 4363.284180
	Iteration 23Q: 3 clusters Score -733772.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -733777.750000 Penalty: 4363.284180
	Iteration 24Q: 3 clusters Score -733777.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -733782.562500 Penalty: 4363.284180
	Iteration 25Q: 3 clusters Score -733782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -733786.062500 Penalty: 4363.284180
	Iteration 26Q: 3 clusters Score -733786.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -733791.875000 Penalty: 4363.284180
	Iteration 27Q: 3 clusters Score -733791.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -733797.562500 Penalty: 4363.284180
	Iteration 28Q: 3 clusters Score -733797.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -733800.750000 Penalty: 4363.284180
	Iteration 29Q: 3 clusters Score -733800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -733801.812500 Penalty: 4363.284180
	Iteration 30Q: 3 clusters Score -733801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -733803.000000 Penalty: 4363.284180
	Iteration 31Q: 3 clusters Score -733803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -733804.625000 Penalty: 4363.284180
	Iteration 32Q: 3 clusters Score -733804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -733805.125000 Penalty: 4363.284180
	Iteration 33Q: 3 clusters Score -733805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -733807.000000 Penalty: 4363.284180
	Iteration 34Q: 3 clusters Score -733807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -733808.250000 Penalty: 4363.284180
	Iteration 35Q: 3 clusters Score -733808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -733809.562500 Penalty: 4363.284180
	Iteration 36Q: 3 clusters Score -733809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -733811.062500 Penalty: 4363.284180
	Iteration 37Q: 3 clusters Score -733811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -733813.375000 Penalty: 4363.284180
	Iteration 38Q: 3 clusters Score -733813.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -733816.750000 Penalty: 4363.284180
	Iteration 39Q: 3 clusters Score -733816.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -733819.375000 Penalty: 4363.284180
	Iteration 40F: 3 clusters Score -733819.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -733821.875000 Penalty: 4363.284180
	Iteration 41Q: 3 clusters Score -733821.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -733825.125000 Penalty: 4363.284180
	Iteration 42Q: 3 clusters Score -733825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -733827.125000 Penalty: 4363.284180
	Iteration 43Q: 3 clusters Score -733827.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -733830.562500 Penalty: 4363.284180
	Iteration 44Q: 3 clusters Score -733830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -733833.125000 Penalty: 4363.284180
	Iteration 45Q: 3 clusters Score -733833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -733836.562500 Penalty: 4363.284180
	Iteration 46Q: 3 clusters Score -733836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -733835.125000 Penalty: 4363.284180
	Iteration 47Q: 3 clusters Score -733835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -733837.437500 Penalty: 4363.284180
	Iteration 48Q: 3 clusters Score -733837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -733837.937500 Penalty: 4363.284180
	Iteration 49Q: 3 clusters Score -733837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -733837.937500 Penalty: 4363.284180
	Iteration 50F: 3 clusters Score -733837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -428436.812500 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -428436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -424635.531250 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -424635.5 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -425577.906250 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -425577.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -425997.062500 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -425997.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -426365.156250 Penalty: 4094.504150
	Iteration 3F: 3 clusters Score -426365.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -426660.343750 Penalty: 4094.504150
	Iteration 4F: 3 clusters Score -426660.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -426859.468750 Penalty: 4094.504150
	Iteration 5F: 3 clusters Score -426859.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -426987.437500 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -426987.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -427081.468750 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -427081.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -427141.687500 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -427141.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -427198.781250 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -427198.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -427250.187500 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -427250.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -427281.531250 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -427281.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -427297.468750 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -427297.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -427307.718750 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -427307.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -427316.500000 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -427316.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -427322.656250 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -427322.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -427326.562500 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -427326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -427331.281250 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -427331.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -427335.781250 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -427335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -427340.531250 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -427340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -427342.843750 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -427342.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -427345.656250 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -427345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -427348.500000 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -427348.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -427350.562500 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -427350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -427352.218750 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -427352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -427353.656250 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -427353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -427355.625000 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -427355.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -427355.968750 Penalty: 4094.504150
	Iteration 27Q: 3 clusters Score -427356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -427356.625000 Penalty: 4094.504150
	Iteration 28Q: 3 clusters Score -427356.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -427356.625000 Penalty: 4094.504150
	Iteration 29F: 3 clusters Score -427356.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (192419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192419 members 
Entering Unmasked Estep 
Score: -22390890.000000 Penalty: 3017.522949
	Iteration 0F: 2 clusters Score -2.239089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96429 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -22266924.000000 Penalty: 6035.045898
	Iteration 0F: 3 clusters Score -2.226692e+07 nChanged 92453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 92625 members 
Entering Unmasked Estep 
Score: -22321542.000000 Penalty: 6035.045898
	Iteration 1F: 3 clusters Score -2.232154e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 90065 members 
Entering Unmasked Estep 
Score: -22323460.000000 Penalty: 6035.045898
	Iteration 2Q: 3 clusters Score -2.232346e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -22326168.000000 Penalty: 6035.045898
	Iteration 3Q: 3 clusters Score -2.232617e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112571 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -22330594.000000 Penalty: 6035.045898
	Iteration 4Q: 3 clusters Score -2.233059e+07 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121540 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -22337596.000000 Penalty: 6035.045898
	Iteration 5F: 3 clusters Score -2.23376e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -22347332.000000 Penalty: 6035.045898
	Iteration 6F: 3 clusters Score -2.234733e+07 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -22359704.000000 Penalty: 6035.045898
	Iteration 7F: 3 clusters Score -2.23597e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -22371680.000000 Penalty: 6035.045898
	Iteration 8F: 3 clusters Score -2.237168e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162631 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -22380054.000000 Penalty: 6035.045898
	Iteration 9Q: 3 clusters Score -2.238005e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166375 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -22384154.000000 Penalty: 6035.045898
	Iteration 10Q: 3 clusters Score -2.238415e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168928 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -22385850.000000 Penalty: 6035.045898
	Iteration 11Q: 3 clusters Score -2.238585e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -22386544.000000 Penalty: 6035.045898
	Iteration 12Q: 3 clusters Score -2.238654e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172860 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -22387140.000000 Penalty: 6035.045898
	Iteration 13Q: 3 clusters Score -2.238714e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174589 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -22387714.000000 Penalty: 6035.045898
	Iteration 14Q: 3 clusters Score -2.238771e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176103 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -22388170.000000 Penalty: 6035.045898
	Iteration 15Q: 3 clusters Score -2.238817e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177519 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -22388518.000000 Penalty: 6035.045898
	Iteration 16Q: 3 clusters Score -2.238852e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178741 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -22388686.000000 Penalty: 6035.045898
	Iteration 17Q: 3 clusters Score -2.238869e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179798 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -22388900.000000 Penalty: 6035.045898
	Iteration 18Q: 3 clusters Score -2.23889e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180752 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -22388996.000000 Penalty: 6035.045898
	Iteration 19Q: 3 clusters Score -2.2389e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181602 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -22389124.000000 Penalty: 6035.045898
	Iteration 20F: 3 clusters Score -2.238912e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -22389388.000000 Penalty: 6035.045898
	Iteration 21Q: 3 clusters Score -2.238939e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183124 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -22389530.000000 Penalty: 6035.045898
	Iteration 22Q: 3 clusters Score -2.238953e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183767 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -22389566.000000 Penalty: 6035.045898
	Iteration 23Q: 3 clusters Score -2.238957e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184348 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -22389712.000000 Penalty: 6035.045898
	Iteration 24Q: 3 clusters Score -2.238971e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184840 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -22389664.000000 Penalty: 6035.045898
	Iteration 25Q: 3 clusters Score -2.238966e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185257 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -22389694.000000 Penalty: 6035.045898
	Iteration 26Q: 3 clusters Score -2.238969e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185625 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -22389740.000000 Penalty: 6035.045898
	Iteration 27Q: 3 clusters Score -2.238974e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185968 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -22389774.000000 Penalty: 6035.045898
	Iteration 28Q: 3 clusters Score -2.238977e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186274 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -22389802.000000 Penalty: 6035.045898
	Iteration 29Q: 3 clusters Score -2.23898e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186541 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -22389848.000000 Penalty: 6035.045898
	Iteration 30Q: 3 clusters Score -2.238985e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186764 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -22389854.000000 Penalty: 6035.045898
	Iteration 31Q: 3 clusters Score -2.238985e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186961 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -22389868.000000 Penalty: 6035.045898
	Iteration 32Q: 3 clusters Score -2.238987e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187132 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -22389864.000000 Penalty: 6035.045898
	Iteration 33Q: 3 clusters Score -2.238986e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187282 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -22389902.000000 Penalty: 6035.045898
	Iteration 34Q: 3 clusters Score -2.23899e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187410 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -22389892.000000 Penalty: 6035.045898
	Iteration 35Q: 3 clusters Score -2.238989e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -22389908.000000 Penalty: 6035.045898
	Iteration 36Q: 3 clusters Score -2.238991e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187654 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -22389932.000000 Penalty: 6035.045898
	Iteration 37Q: 3 clusters Score -2.238993e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187757 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -22389952.000000 Penalty: 6035.045898
	Iteration 38Q: 3 clusters Score -2.238995e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187855 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -22389914.000000 Penalty: 6035.045898
	Iteration 39Q: 3 clusters Score -2.238991e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187924 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -22389918.000000 Penalty: 6035.045898
	Iteration 40F: 3 clusters Score -2.238992e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187976 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -22389900.000000 Penalty: 6035.045898
	Iteration 41Q: 3 clusters Score -2.23899e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188023 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -22389902.000000 Penalty: 6035.045898
	Iteration 42Q: 3 clusters Score -2.23899e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188074 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -22389906.000000 Penalty: 6035.045898
	Iteration 43Q: 3 clusters Score -2.238991e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188117 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -22389904.000000 Penalty: 6035.045898
	Iteration 44Q: 3 clusters Score -2.23899e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188160 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -22389932.000000 Penalty: 6035.045898
	Iteration 45Q: 3 clusters Score -2.238993e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188196 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -22389934.000000 Penalty: 6035.045898
	Iteration 46Q: 3 clusters Score -2.238993e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188237 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -22389978.000000 Penalty: 6035.045898
	Iteration 47Q: 3 clusters Score -2.238998e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188280 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -22389988.000000 Penalty: 6035.045898
	Iteration 48Q: 3 clusters Score -2.238999e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -22389958.000000 Penalty: 6035.045898
	Iteration 49Q: 3 clusters Score -2.238996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188355 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -22389950.000000 Penalty: 6035.045898
	Iteration 50Q: 3 clusters Score -2.238995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188397 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -22389926.000000 Penalty: 6035.045898
	Iteration 51Q: 3 clusters Score -2.238993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188434 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -22389912.000000 Penalty: 6035.045898
	Iteration 52Q: 3 clusters Score -2.238991e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188474 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -22389938.000000 Penalty: 6035.045898
	Iteration 53Q: 3 clusters Score -2.238994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -22389924.000000 Penalty: 6035.045898
	Iteration 54Q: 3 clusters Score -2.238992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188543 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -22389910.000000 Penalty: 6035.045898
	Iteration 55Q: 3 clusters Score -2.238991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -22389914.000000 Penalty: 6035.045898
	Iteration 56Q: 3 clusters Score -2.238991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188615 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -22389892.000000 Penalty: 6035.045898
	Iteration 57Q: 3 clusters Score -2.238989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188647 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -22389920.000000 Penalty: 6035.045898
	Iteration 58Q: 3 clusters Score -2.238992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188677 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -22389930.000000 Penalty: 6035.045898
	Iteration 59Q: 3 clusters Score -2.238993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188710 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -22389946.000000 Penalty: 6035.045898
	Iteration 60F: 3 clusters Score -2.238995e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -22389932.000000 Penalty: 6035.045898
	Iteration 61Q: 3 clusters Score -2.238993e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188772 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -22389920.000000 Penalty: 6035.045898
	Iteration 62Q: 3 clusters Score -2.238992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188806 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -22389940.000000 Penalty: 6035.045898
	Iteration 63Q: 3 clusters Score -2.238994e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188847 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -22389956.000000 Penalty: 6035.045898
	Iteration 64Q: 3 clusters Score -2.238996e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188889 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -22389972.000000 Penalty: 6035.045898
	Iteration 65Q: 3 clusters Score -2.238997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -22389972.000000 Penalty: 6035.045898
	Iteration 66Q: 3 clusters Score -2.238997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188925 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -22389968.000000 Penalty: 6035.045898
	Iteration 67Q: 3 clusters Score -2.238997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188943 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22389964.000000 Penalty: 6035.045898
	Iteration 68Q: 3 clusters Score -2.238996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188961 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -22389974.000000 Penalty: 6035.045898
	Iteration 69Q: 3 clusters Score -2.238997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188978 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -22389966.000000 Penalty: 6035.045898
	Iteration 70Q: 3 clusters Score -2.238997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -22389978.000000 Penalty: 6035.045898
	Iteration 71Q: 3 clusters Score -2.238998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189000 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -22389982.000000 Penalty: 6035.045898
	Iteration 72Q: 3 clusters Score -2.238998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189012 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -22389970.000000 Penalty: 6035.045898
	Iteration 73Q: 3 clusters Score -2.238997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189018 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -22389976.000000 Penalty: 6035.045898
	Iteration 74Q: 3 clusters Score -2.238998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189027 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -22389974.000000 Penalty: 6035.045898
	Iteration 75Q: 3 clusters Score -2.238997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189035 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -22389982.000000 Penalty: 6035.045898
	Iteration 76Q: 3 clusters Score -2.238998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189043 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22389994.000000 Penalty: 6035.045898
	Iteration 77Q: 3 clusters Score -2.238999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189056 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -22389976.000000 Penalty: 6035.045898
	Iteration 78Q: 3 clusters Score -2.238998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189068 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -22389982.000000 Penalty: 6035.045898
	Iteration 79Q: 3 clusters Score -2.238998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189085 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -22389988.000000 Penalty: 6035.045898
	Iteration 80F: 3 clusters Score -2.238999e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -22389980.000000 Penalty: 6035.045898
	Iteration 81Q: 3 clusters Score -2.238998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189119 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -22389986.000000 Penalty: 6035.045898
	Iteration 82Q: 3 clusters Score -2.238999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189125 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -22389992.000000 Penalty: 6035.045898
	Iteration 83Q: 3 clusters Score -2.238999e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189131 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22389994.000000 Penalty: 6035.045898
	Iteration 84Q: 3 clusters Score -2.238999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189131 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22389970.000000 Penalty: 6035.045898
	Iteration 85Q: 3 clusters Score -2.238997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189131 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -22389970.000000 Penalty: 6035.045898
	Iteration 86F: 3 clusters Score -2.238997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (174707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Entering Unmasked Estep 
Score: -20210508.000000 Penalty: 2993.574707
	Iteration 0F: 2 clusters Score -2.021051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -20095064.000000 Penalty: 5987.149414
	Iteration 0F: 3 clusters Score -2.009506e+07 nChanged 83445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 93036 members 
Entering Unmasked Estep 
Score: -20143948.000000 Penalty: 5987.149414
	Iteration 1F: 3 clusters Score -2.014395e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 97004 members 
Entering Unmasked Estep 
Score: -20145988.000000 Penalty: 5987.149414
	Iteration 2Q: 3 clusters Score -2.014599e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -20149506.000000 Penalty: 5987.149414
	Iteration 3Q: 3 clusters Score -2.014951e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62038 members 
Mstep: Class 2 contains 112669 members 
Entering Unmasked Estep 
Score: -20155754.000000 Penalty: 5987.149414
	Iteration 4F: 3 clusters Score -2.015575e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 125133 members 
Entering Unmasked Estep 
Score: -20165474.000000 Penalty: 5987.149414
	Iteration 5F: 3 clusters Score -2.016547e+07 nChanged 14652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 139179 members 
Entering Unmasked Estep 
Score: -20177518.000000 Penalty: 5987.149414
	Iteration 6F: 3 clusters Score -2.017752e+07 nChanged 13178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 152079 members 
Entering Unmasked Estep 
Score: -20189156.000000 Penalty: 5987.149414
	Iteration 7F: 3 clusters Score -2.018916e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -20198266.000000 Penalty: 5987.149414
	Iteration 8F: 3 clusters Score -2.019827e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -20203794.000000 Penalty: 5987.149414
	Iteration 9Q: 3 clusters Score -2.020379e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -20206156.000000 Penalty: 5987.149414
	Iteration 10Q: 3 clusters Score -2.020616e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 173103 members 
Entering Unmasked Estep 
Score: -20207172.000000 Penalty: 5987.149414
	Iteration 11Q: 3 clusters Score -2.020717e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 173650 members 
Entering Unmasked Estep 
Score: -20207632.000000 Penalty: 5987.149414
	Iteration 12Q: 3 clusters Score -2.020763e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 173869 members 
Entering Unmasked Estep 
Score: -20207830.000000 Penalty: 5987.149414
	Iteration 13Q: 3 clusters Score -2.020783e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -20207926.000000 Penalty: 5987.149414
	Iteration 14Q: 3 clusters Score -2.020793e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 173997 members 
Entering Unmasked Estep 
Score: -20207992.000000 Penalty: 5987.149414
	Iteration 15Q: 3 clusters Score -2.020799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 174015 members 
Entering Unmasked Estep 
Score: -20208008.000000 Penalty: 5987.149414
	Iteration 16Q: 3 clusters Score -2.020801e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 174024 members 
Entering Unmasked Estep 
Score: -20208028.000000 Penalty: 5987.149414
	Iteration 17Q: 3 clusters Score -2.020803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -20208022.000000 Penalty: 5987.149414
	Iteration 18Q: 3 clusters Score -2.020802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 174042 members 
Entering Unmasked Estep 
Score: -20208044.000000 Penalty: 5987.149414
	Iteration 19Q: 3 clusters Score -2.020804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 174044 members 
Entering Unmasked Estep 
Score: -20208056.000000 Penalty: 5987.149414
	Iteration 20F: 3 clusters Score -2.020806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 174047 members 
Entering Unmasked Estep 
Score: -20208064.000000 Penalty: 5987.149414
	Iteration 21Q: 3 clusters Score -2.020806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 174049 members 
Entering Unmasked Estep 
Score: -20208072.000000 Penalty: 5987.149414
	Iteration 22Q: 3 clusters Score -2.020807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -20208088.000000 Penalty: 5987.149414
	Iteration 23Q: 3 clusters Score -2.020809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -20208068.000000 Penalty: 5987.149414
	Iteration 24Q: 3 clusters Score -2.020807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 174053 members 
Entering Unmasked Estep 
Score: -20208056.000000 Penalty: 5987.149414
	Iteration 25Q: 3 clusters Score -2.020806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -20208084.000000 Penalty: 5987.149414
	Iteration 26Q: 3 clusters Score -2.020808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -20208088.000000 Penalty: 5987.149414
	Iteration 27Q: 3 clusters Score -2.020809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 174050 members 
Entering Unmasked Estep 
Score: -20208088.000000 Penalty: 5987.149414
	Iteration 28F: 3 clusters Score -2.020809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Entering Unmasked Estep 
Score: -1948454.125000 Penalty: 2427.275879
	Iteration 0F: 2 clusters Score -1948454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1935955.750000 Penalty: 4854.551758
	Iteration 0F: 3 clusters Score -1935956 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1940900.375000 Penalty: 4854.551758
	Iteration 1F: 3 clusters Score -1940900 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1942549.125000 Penalty: 4854.551758
	Iteration 2F: 3 clusters Score -1942549 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1944697.000000 Penalty: 4854.551758
	Iteration 3F: 3 clusters Score -1944697 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1946518.625000 Penalty: 4854.551758
	Iteration 4F: 3 clusters Score -1946519 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1947529.125000 Penalty: 4854.551758
	Iteration 5F: 3 clusters Score -1947529 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1947956.000000 Penalty: 4854.551758
	Iteration 6Q: 3 clusters Score -1947956 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1948150.625000 Penalty: 4854.551758
	Iteration 7Q: 3 clusters Score -1948151 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1948230.875000 Penalty: 4854.551758
	Iteration 8Q: 3 clusters Score -1948231 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1948262.875000 Penalty: 4854.551758
	Iteration 9Q: 3 clusters Score -1948263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1948287.625000 Penalty: 4854.551758
	Iteration 10Q: 3 clusters Score -1948288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1948305.625000 Penalty: 4854.551758
	Iteration 11Q: 3 clusters Score -1948306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1948314.875000 Penalty: 4854.551758
	Iteration 12Q: 3 clusters Score -1948315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1948326.500000 Penalty: 4854.551758
	Iteration 13Q: 3 clusters Score -1948326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1948329.625000 Penalty: 4854.551758
	Iteration 14Q: 3 clusters Score -1948330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1948329.750000 Penalty: 4854.551758
	Iteration 15Q: 3 clusters Score -1948330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1948334.250000 Penalty: 4854.551758
	Iteration 16Q: 3 clusters Score -1948334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1948341.750000 Penalty: 4854.551758
	Iteration 17Q: 3 clusters Score -1948342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1948337.500000 Penalty: 4854.551758
	Iteration 18Q: 3 clusters Score -1948338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1948340.000000 Penalty: 4854.551758
	Iteration 19Q: 3 clusters Score -1948340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1948338.875000 Penalty: 4854.551758
	Iteration 20F: 3 clusters Score -1948339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1948341.250000 Penalty: 4854.551758
	Iteration 21Q: 3 clusters Score -1948341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1948343.875000 Penalty: 4854.551758
	Iteration 22Q: 3 clusters Score -1948344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1948337.250000 Penalty: 4854.551758
	Iteration 23Q: 3 clusters Score -1948337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1948337.250000 Penalty: 4854.551758
	Iteration 24F: 3 clusters Score -1948337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (37804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Entering Unmasked Estep 
Score: -4051592.500000 Penalty: 2613.962402
	Iteration 0F: 2 clusters Score -4051592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4025969.250000 Penalty: 5227.924805
	Iteration 0F: 3 clusters Score -4025969 nChanged 17267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -4036726.500000 Penalty: 5227.924805
	Iteration 1F: 3 clusters Score -4036726 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4038143.750000 Penalty: 5227.924805
	Iteration 2F: 3 clusters Score -4038144 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -4039508.250000 Penalty: 5227.924805
	Iteration 3F: 3 clusters Score -4039508 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4040839.250000 Penalty: 5227.924805
	Iteration 4F: 3 clusters Score -4040839 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -4041999.750000 Penalty: 5227.924805
	Iteration 5F: 3 clusters Score -4042000 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -4043032.750000 Penalty: 5227.924805
	Iteration 6F: 3 clusters Score -4043033 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4044057.500000 Penalty: 5227.924805
	Iteration 7Q: 3 clusters Score -4044058 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4045131.750000 Penalty: 5227.924805
	Iteration 8Q: 3 clusters Score -4045132 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4046269.750000 Penalty: 5227.924805
	Iteration 9Q: 3 clusters Score -4046270 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -4047367.750000 Penalty: 5227.924805
	Iteration 10Q: 3 clusters Score -4047368 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -4048288.500000 Penalty: 5227.924805
	Iteration 11Q: 3 clusters Score -4048288 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4049109.000000 Penalty: 5227.924805
	Iteration 12Q: 3 clusters Score -4049109 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4049934.000000 Penalty: 5227.924805
	Iteration 13Q: 3 clusters Score -4049934 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -4050676.500000 Penalty: 5227.924805
	Iteration 14Q: 3 clusters Score -4050676 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4051325.750000 Penalty: 5227.924805
	Iteration 15Q: 3 clusters Score -4051326 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -4051772.250000 Penalty: 5227.924805
	Iteration 16Q: 3 clusters Score -4051772 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4052124.250000 Penalty: 5227.924805
	Iteration 17Q: 3 clusters Score -4052124 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4052316.500000 Penalty: 5227.924805
	Iteration 18Q: 3 clusters Score -4052316 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4052422.500000 Penalty: 5227.924805
	Iteration 19Q: 3 clusters Score -4052422 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4052475.000000 Penalty: 5227.924805
	Iteration 20F: 3 clusters Score -4052475 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -4052516.250000 Penalty: 5227.924805
	Iteration 21Q: 3 clusters Score -4052516 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4052543.000000 Penalty: 5227.924805
	Iteration 22Q: 3 clusters Score -4052543 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -4052562.000000 Penalty: 5227.924805
	Iteration 23Q: 3 clusters Score -4052562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -4052572.500000 Penalty: 5227.924805
	Iteration 24Q: 3 clusters Score -4052572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4052584.250000 Penalty: 5227.924805
	Iteration 25Q: 3 clusters Score -4052584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4052592.250000 Penalty: 5227.924805
	Iteration 26Q: 3 clusters Score -4052592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4052593.750000 Penalty: 5227.924805
	Iteration 27Q: 3 clusters Score -4052594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -4052602.750000 Penalty: 5227.924805
	Iteration 28Q: 3 clusters Score -4052603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4052617.750000 Penalty: 5227.924805
	Iteration 29Q: 3 clusters Score -4052618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4052623.000000 Penalty: 5227.924805
	Iteration 30Q: 3 clusters Score -4052623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4052620.000000 Penalty: 5227.924805
	Iteration 31Q: 3 clusters Score -4052620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4052622.500000 Penalty: 5227.924805
	Iteration 32Q: 3 clusters Score -4052622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4052624.500000 Penalty: 5227.924805
	Iteration 33Q: 3 clusters Score -4052624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4052623.000000 Penalty: 5227.924805
	Iteration 34Q: 3 clusters Score -4052623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4052629.000000 Penalty: 5227.924805
	Iteration 35Q: 3 clusters Score -4052629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -4052629.500000 Penalty: 5227.924805
	Iteration 36Q: 3 clusters Score -4052630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4052631.500000 Penalty: 5227.924805
	Iteration 37Q: 3 clusters Score -4052632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4052632.500000 Penalty: 5227.924805
	Iteration 38Q: 3 clusters Score -4052632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4052630.000000 Penalty: 5227.924805
	Iteration 39Q: 3 clusters Score -4052630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4052633.750000 Penalty: 5227.924805
	Iteration 40F: 3 clusters Score -4052634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4052633.250000 Penalty: 5227.924805
	Iteration 41Q: 3 clusters Score -4052633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4052633.750000 Penalty: 5227.924805
	Iteration 42Q: 3 clusters Score -4052634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -4052638.750000 Penalty: 5227.924805
	Iteration 43Q: 3 clusters Score -4052639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4052639.500000 Penalty: 5227.924805
	Iteration 44Q: 3 clusters Score -4052640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -4052644.250000 Penalty: 5227.924805
	Iteration 45Q: 3 clusters Score -4052644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -4052652.250000 Penalty: 5227.924805
	Iteration 46Q: 3 clusters Score -4052652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -4052652.500000 Penalty: 5227.924805
	Iteration 47Q: 3 clusters Score -4052652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4052648.250000 Penalty: 5227.924805
	Iteration 48Q: 3 clusters Score -4052648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4052648.500000 Penalty: 5227.924805
	Iteration 49Q: 3 clusters Score -4052648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4052647.000000 Penalty: 5227.924805
	Iteration 50Q: 3 clusters Score -4052647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4052649.000000 Penalty: 5227.924805
	Iteration 51Q: 3 clusters Score -4052649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4052649.750000 Penalty: 5227.924805
	Iteration 52Q: 3 clusters Score -4052650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4052643.750000 Penalty: 5227.924805
	Iteration 53Q: 3 clusters Score -4052644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4052648.500000 Penalty: 5227.924805
	Iteration 54Q: 3 clusters Score -4052648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -4052645.750000 Penalty: 5227.924805
	Iteration 55Q: 3 clusters Score -4052646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4052645.750000 Penalty: 5227.924805
	Iteration 56Q: 3 clusters Score -4052646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -4052644.750000 Penalty: 5227.924805
	Iteration 57Q: 3 clusters Score -4052645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4052645.000000 Penalty: 5227.924805
	Iteration 58Q: 3 clusters Score -4052645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4052645.000000 Penalty: 5227.924805
	Iteration 59F: 3 clusters Score -4052645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 95251 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 247518 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 149320 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176691 members 
Mstep: Class 27 contains 21953 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192419 members 
Mstep: Class 31 contains 174707 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 33117 members 
Mstep: Class 34 contains 118960 members 
Mstep: Class 35 contains 158161 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 42185 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 4687 members 
Entering Unmasked Estep 
Score: -225962512.000000 Penalty: 147590.875000
Splitting cluster 33 changes total score from -225962960.000000 to -225962512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (118960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118960 members 
Entering Unmasked Estep 
Score: -13540618.000000 Penalty: 2898.262451
	Iteration 0F: 2 clusters Score -1.354062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -13461104.000000 Penalty: 5796.524902
	Iteration 0F: 3 clusters Score -1.34611e+07 nChanged 56233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -13493410.000000 Penalty: 5796.524902
	Iteration 1F: 3 clusters Score -1.349341e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -13494539.000000 Penalty: 5796.524902
	Iteration 2Q: 3 clusters Score -1.349454e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -13495863.000000 Penalty: 5796.524902
	Iteration 3Q: 3 clusters Score -1.349586e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -13497579.000000 Penalty: 5796.524902
	Iteration 4Q: 3 clusters Score -1.349758e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -13499930.000000 Penalty: 5796.524902
	Iteration 5Q: 3 clusters Score -1.349993e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -13503575.000000 Penalty: 5796.524902
	Iteration 6F: 3 clusters Score -1.350358e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 85690 members 
Entering Unmasked Estep 
Score: -13508996.000000 Penalty: 5796.524902
	Iteration 7F: 3 clusters Score -1.3509e+07 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -13516511.000000 Penalty: 5796.524902
	Iteration 8F: 3 clusters Score -1.351651e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 103976 members 
Entering Unmasked Estep 
Score: -13524463.000000 Penalty: 5796.524902
	Iteration 9F: 3 clusters Score -1.352446e+07 nChanged 7335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -13531323.000000 Penalty: 5796.524902
	Iteration 10F: 3 clusters Score -1.353132e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 115593 members 
Entering Unmasked Estep 
Score: -13535193.000000 Penalty: 5796.524902
	Iteration 11Q: 3 clusters Score -1.353519e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 117484 members 
Entering Unmasked Estep 
Score: -13536937.000000 Penalty: 5796.524902
	Iteration 12Q: 3 clusters Score -1.353694e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -13537558.000000 Penalty: 5796.524902
	Iteration 13Q: 3 clusters Score -1.353756e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 118454 members 
Entering Unmasked Estep 
Score: -13537828.000000 Penalty: 5796.524902
	Iteration 14Q: 3 clusters Score -1.353783e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 118546 members 
Entering Unmasked Estep 
Score: -13537922.000000 Penalty: 5796.524902
	Iteration 15Q: 3 clusters Score -1.353792e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 118591 members 
Entering Unmasked Estep 
Score: -13537985.000000 Penalty: 5796.524902
	Iteration 16Q: 3 clusters Score -1.353798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -13538014.000000 Penalty: 5796.524902
	Iteration 17Q: 3 clusters Score -1.353801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 118612 members 
Entering Unmasked Estep 
Score: -13538047.000000 Penalty: 5796.524902
	Iteration 18Q: 3 clusters Score -1.353805e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 118624 members 
Entering Unmasked Estep 
Score: -13538054.000000 Penalty: 5796.524902
	Iteration 19Q: 3 clusters Score -1.353805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -13538081.000000 Penalty: 5796.524902
	Iteration 20F: 3 clusters Score -1.353808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 118640 members 
Entering Unmasked Estep 
Score: -13538081.000000 Penalty: 5796.524902
	Iteration 21Q: 3 clusters Score -1.353808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -13538086.000000 Penalty: 5796.524902
	Iteration 22Q: 3 clusters Score -1.353809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 118651 members 
Entering Unmasked Estep 
Score: -13538110.000000 Penalty: 5796.524902
	Iteration 23Q: 3 clusters Score -1.353811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 118655 members 
Entering Unmasked Estep 
Score: -13538112.000000 Penalty: 5796.524902
	Iteration 24Q: 3 clusters Score -1.353811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -13538125.000000 Penalty: 5796.524902
	Iteration 25Q: 3 clusters Score -1.353812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -13538133.000000 Penalty: 5796.524902
	Iteration 26Q: 3 clusters Score -1.353813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -13538139.000000 Penalty: 5796.524902
	Iteration 27Q: 3 clusters Score -1.353814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -13538147.000000 Penalty: 5796.524902
	Iteration 28Q: 3 clusters Score -1.353815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 118677 members 
Entering Unmasked Estep 
Score: -13538146.000000 Penalty: 5796.524902
	Iteration 29Q: 3 clusters Score -1.353815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -13538158.000000 Penalty: 5796.524902
	Iteration 30Q: 3 clusters Score -1.353816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 118685 members 
Entering Unmasked Estep 
Score: -13538153.000000 Penalty: 5796.524902
	Iteration 31Q: 3 clusters Score -1.353815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -13538159.000000 Penalty: 5796.524902
	Iteration 32Q: 3 clusters Score -1.353816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -13538165.000000 Penalty: 5796.524902
	Iteration 33Q: 3 clusters Score -1.353816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 118687 members 
Entering Unmasked Estep 
Score: -13538165.000000 Penalty: 5796.524902
	Iteration 34F: 3 clusters Score -1.353816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158161 members 
Entering Unmasked Estep 
Score: -18369284.000000 Penalty: 2968.899414
	Iteration 0F: 2 clusters Score -1.836928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 78816 members 
Entering Unmasked Estep 
Score: -18263822.000000 Penalty: 5937.798828
	Iteration 0F: 3 clusters Score -1.826382e+07 nChanged 75706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81837 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -18308414.000000 Penalty: 5937.798828
	Iteration 1F: 3 clusters Score -1.830841e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -18309748.000000 Penalty: 5937.798828
	Iteration 2Q: 3 clusters Score -1.830975e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -18311158.000000 Penalty: 5937.798828
	Iteration 3Q: 3 clusters Score -1.831116e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -18313456.000000 Penalty: 5937.798828
	Iteration 4Q: 3 clusters Score -1.831346e+07 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96582 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -18316654.000000 Penalty: 5937.798828
	Iteration 5Q: 3 clusters Score -1.831665e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104892 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -18321614.000000 Penalty: 5937.798828
	Iteration 6F: 3 clusters Score -1.832161e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -18329668.000000 Penalty: 5937.798828
	Iteration 7F: 3 clusters Score -1.832967e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -18339888.000000 Penalty: 5937.798828
	Iteration 8F: 3 clusters Score -1.833989e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139772 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -18350436.000000 Penalty: 5937.798828
	Iteration 9F: 3 clusters Score -1.835044e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -18358482.000000 Penalty: 5937.798828
	Iteration 10F: 3 clusters Score -1.835848e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -18363176.000000 Penalty: 5937.798828
	Iteration 11Q: 3 clusters Score -1.836318e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156102 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -18365302.000000 Penalty: 5937.798828
	Iteration 12Q: 3 clusters Score -1.83653e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -18366030.000000 Penalty: 5937.798828
	Iteration 13Q: 3 clusters Score -1.836603e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157457 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -18366354.000000 Penalty: 5937.798828
	Iteration 14Q: 3 clusters Score -1.836635e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157623 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -18366504.000000 Penalty: 5937.798828
	Iteration 15Q: 3 clusters Score -1.83665e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -18366582.000000 Penalty: 5937.798828
	Iteration 16Q: 3 clusters Score -1.836658e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18366632.000000 Penalty: 5937.798828
	Iteration 17Q: 3 clusters Score -1.836663e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -18366660.000000 Penalty: 5937.798828
	Iteration 18Q: 3 clusters Score -1.836666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -18366692.000000 Penalty: 5937.798828
	Iteration 19Q: 3 clusters Score -1.836669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -18366720.000000 Penalty: 5937.798828
	Iteration 20F: 3 clusters Score -1.836672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157770 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -18366738.000000 Penalty: 5937.798828
	Iteration 21Q: 3 clusters Score -1.836674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -18366742.000000 Penalty: 5937.798828
	Iteration 22Q: 3 clusters Score -1.836674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -18366758.000000 Penalty: 5937.798828
	Iteration 23Q: 3 clusters Score -1.836676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -18366746.000000 Penalty: 5937.798828
	Iteration 24Q: 3 clusters Score -1.836675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -18366746.000000 Penalty: 5937.798828
	Iteration 25F: 3 clusters Score -1.836675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (18506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Entering Unmasked Estep 
Score: -1917368.625000 Penalty: 2436.811035
	Iteration 0F: 2 clusters Score -1917369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1904302.750000 Penalty: 4873.622070
	Iteration 0F: 3 clusters Score -1904303 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1909293.875000 Penalty: 4873.622070
	Iteration 1F: 3 clusters Score -1909294 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1910189.000000 Penalty: 4873.622070
	Iteration 2F: 3 clusters Score -1910189 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1910959.750000 Penalty: 4873.622070
	Iteration 3F: 3 clusters Score -1910960 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1911678.750000 Penalty: 4873.622070
	Iteration 4F: 3 clusters Score -1911679 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1912259.500000 Penalty: 4873.622070
	Iteration 5F: 3 clusters Score -1912260 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1912720.250000 Penalty: 4873.622070
	Iteration 6Q: 3 clusters Score -1912720 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1913136.375000 Penalty: 4873.622070
	Iteration 7Q: 3 clusters Score -1913136 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1913516.875000 Penalty: 4873.622070
	Iteration 8Q: 3 clusters Score -1913517 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1913805.125000 Penalty: 4873.622070
	Iteration 9Q: 3 clusters Score -1913805 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1914016.375000 Penalty: 4873.622070
	Iteration 10Q: 3 clusters Score -1914016 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1914179.375000 Penalty: 4873.622070
	Iteration 11Q: 3 clusters Score -1914179 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1914317.875000 Penalty: 4873.622070
	Iteration 12Q: 3 clusters Score -1914318 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1914413.750000 Penalty: 4873.622070
	Iteration 13Q: 3 clusters Score -1914414 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1914513.000000 Penalty: 4873.622070
	Iteration 14Q: 3 clusters Score -1914513 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1914615.750000 Penalty: 4873.622070
	Iteration 15Q: 3 clusters Score -1914616 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1914699.125000 Penalty: 4873.622070
	Iteration 16Q: 3 clusters Score -1914699 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1914785.875000 Penalty: 4873.622070
	Iteration 17Q: 3 clusters Score -1914786 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1914854.625000 Penalty: 4873.622070
	Iteration 18Q: 3 clusters Score -1914855 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1914925.125000 Penalty: 4873.622070
	Iteration 19Q: 3 clusters Score -1914925 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1914965.625000 Penalty: 4873.622070
	Iteration 20F: 3 clusters Score -1914966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1915017.625000 Penalty: 4873.622070
	Iteration 21Q: 3 clusters Score -1915018 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1915047.125000 Penalty: 4873.622070
	Iteration 22Q: 3 clusters Score -1915047 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1915064.375000 Penalty: 4873.622070
	Iteration 23Q: 3 clusters Score -1915064 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1915082.625000 Penalty: 4873.622070
	Iteration 24Q: 3 clusters Score -1915083 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1915096.125000 Penalty: 4873.622070
	Iteration 25Q: 3 clusters Score -1915096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1915112.500000 Penalty: 4873.622070
	Iteration 26Q: 3 clusters Score -1915112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1915128.375000 Penalty: 4873.622070
	Iteration 27Q: 3 clusters Score -1915128 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1915138.000000 Penalty: 4873.622070
	Iteration 28Q: 3 clusters Score -1915138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1915156.625000 Penalty: 4873.622070
	Iteration 29Q: 3 clusters Score -1915157 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1915174.250000 Penalty: 4873.622070
	Iteration 30Q: 3 clusters Score -1915174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1915190.875000 Penalty: 4873.622070
	Iteration 31Q: 3 clusters Score -1915191 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1915215.750000 Penalty: 4873.622070
	Iteration 32Q: 3 clusters Score -1915216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1915231.125000 Penalty: 4873.622070
	Iteration 33Q: 3 clusters Score -1915231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1915254.750000 Penalty: 4873.622070
	Iteration 34Q: 3 clusters Score -1915255 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1915277.375000 Penalty: 4873.622070
	Iteration 35Q: 3 clusters Score -1915277 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1915297.750000 Penalty: 4873.622070
	Iteration 36Q: 3 clusters Score -1915298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -1915324.750000 Penalty: 4873.622070
	Iteration 37Q: 3 clusters Score -1915325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1915346.375000 Penalty: 4873.622070
	Iteration 38Q: 3 clusters Score -1915346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1915368.625000 Penalty: 4873.622070
	Iteration 39Q: 3 clusters Score -1915369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1915388.500000 Penalty: 4873.622070
	Iteration 40F: 3 clusters Score -1915388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1915421.750000 Penalty: 4873.622070
	Iteration 41Q: 3 clusters Score -1915422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1915434.375000 Penalty: 4873.622070
	Iteration 42Q: 3 clusters Score -1915434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1915452.875000 Penalty: 4873.622070
	Iteration 43Q: 3 clusters Score -1915453 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1915476.125000 Penalty: 4873.622070
	Iteration 44Q: 3 clusters Score -1915476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1915503.375000 Penalty: 4873.622070
	Iteration 45Q: 3 clusters Score -1915503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1915523.875000 Penalty: 4873.622070
	Iteration 46Q: 3 clusters Score -1915524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1915539.500000 Penalty: 4873.622070
	Iteration 47Q: 3 clusters Score -1915540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1915560.000000 Penalty: 4873.622070
	Iteration 48Q: 3 clusters Score -1915560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1915576.875000 Penalty: 4873.622070
	Iteration 49Q: 3 clusters Score -1915577 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1915595.375000 Penalty: 4873.622070
	Iteration 50Q: 3 clusters Score -1915595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1915605.750000 Penalty: 4873.622070
	Iteration 51Q: 3 clusters Score -1915606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1915623.250000 Penalty: 4873.622070
	Iteration 52Q: 3 clusters Score -1915623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1915639.875000 Penalty: 4873.622070
	Iteration 53Q: 3 clusters Score -1915640 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1915648.625000 Penalty: 4873.622070
	Iteration 54Q: 3 clusters Score -1915649 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1915672.500000 Penalty: 4873.622070
	Iteration 55Q: 3 clusters Score -1915672 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1915691.250000 Penalty: 4873.622070
	Iteration 56Q: 3 clusters Score -1915691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -1915716.500000 Penalty: 4873.622070
	Iteration 57Q: 3 clusters Score -1915716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -1915727.125000 Penalty: 4873.622070
	Iteration 58Q: 3 clusters Score -1915727 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1915742.250000 Penalty: 4873.622070
	Iteration 59Q: 3 clusters Score -1915742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -1915762.625000 Penalty: 4873.622070
	Iteration 60F: 3 clusters Score -1915763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1915787.000000 Penalty: 4873.622070
	Iteration 61Q: 3 clusters Score -1915787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1915803.250000 Penalty: 4873.622070
	Iteration 62Q: 3 clusters Score -1915803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1915816.875000 Penalty: 4873.622070
	Iteration 63Q: 3 clusters Score -1915817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1915831.625000 Penalty: 4873.622070
	Iteration 64Q: 3 clusters Score -1915832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1915834.875000 Penalty: 4873.622070
	Iteration 65Q: 3 clusters Score -1915835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1915855.875000 Penalty: 4873.622070
	Iteration 66Q: 3 clusters Score -1915856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1915870.125000 Penalty: 4873.622070
	Iteration 67Q: 3 clusters Score -1915870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1915878.125000 Penalty: 4873.622070
	Iteration 68Q: 3 clusters Score -1915878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1915885.250000 Penalty: 4873.622070
	Iteration 69Q: 3 clusters Score -1915885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -1915900.500000 Penalty: 4873.622070
	Iteration 70Q: 3 clusters Score -1915900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1915905.000000 Penalty: 4873.622070
	Iteration 71Q: 3 clusters Score -1915905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1915908.000000 Penalty: 4873.622070
	Iteration 72Q: 3 clusters Score -1915908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1915912.875000 Penalty: 4873.622070
	Iteration 73Q: 3 clusters Score -1915913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1915922.375000 Penalty: 4873.622070
	Iteration 74Q: 3 clusters Score -1915922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1915921.000000 Penalty: 4873.622070
	Iteration 75Q: 3 clusters Score -1915921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1915935.625000 Penalty: 4873.622070
	Iteration 76Q: 3 clusters Score -1915936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1915954.625000 Penalty: 4873.622070
	Iteration 77Q: 3 clusters Score -1915955 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1915968.375000 Penalty: 4873.622070
	Iteration 78Q: 3 clusters Score -1915968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -1915976.500000 Penalty: 4873.622070
	Iteration 79Q: 3 clusters Score -1915976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1915996.000000 Penalty: 4873.622070
	Iteration 80F: 3 clusters Score -1915996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1916018.500000 Penalty: 4873.622070
	Iteration 81Q: 3 clusters Score -1916018 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1916031.000000 Penalty: 4873.622070
	Iteration 82Q: 3 clusters Score -1916031 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1916043.500000 Penalty: 4873.622070
	Iteration 83Q: 3 clusters Score -1916044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -1916059.750000 Penalty: 4873.622070
	Iteration 84Q: 3 clusters Score -1916060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -1916069.375000 Penalty: 4873.622070
	Iteration 85Q: 3 clusters Score -1916069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1916081.875000 Penalty: 4873.622070
	Iteration 86Q: 3 clusters Score -1916082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1916101.125000 Penalty: 4873.622070
	Iteration 87Q: 3 clusters Score -1916101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1916116.625000 Penalty: 4873.622070
	Iteration 88Q: 3 clusters Score -1916117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -1916127.500000 Penalty: 4873.622070
	Iteration 89Q: 3 clusters Score -1916128 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1916139.375000 Penalty: 4873.622070
	Iteration 90Q: 3 clusters Score -1916139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -1916143.125000 Penalty: 4873.622070
	Iteration 91Q: 3 clusters Score -1916143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1916151.500000 Penalty: 4873.622070
	Iteration 92Q: 3 clusters Score -1916152 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -1916162.750000 Penalty: 4873.622070
	Iteration 93Q: 3 clusters Score -1916163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -1916168.750000 Penalty: 4873.622070
	Iteration 94Q: 3 clusters Score -1916169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -1916173.125000 Penalty: 4873.622070
	Iteration 95Q: 3 clusters Score -1916173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -1916173.875000 Penalty: 4873.622070
	Iteration 96Q: 3 clusters Score -1916174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1916177.750000 Penalty: 4873.622070
	Iteration 97Q: 3 clusters Score -1916178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1916182.750000 Penalty: 4873.622070
	Iteration 98Q: 3 clusters Score -1916183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1916183.750000 Penalty: 4873.622070
	Iteration 99Q: 3 clusters Score -1916184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1916188.375000 Penalty: 4873.622070
	Iteration 100F: 3 clusters Score -1916188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -1916187.875000 Penalty: 4873.622070
	Iteration 101Q: 3 clusters Score -1916188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1916188.500000 Penalty: 4873.622070
	Iteration 102Q: 3 clusters Score -1916188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1916188.875000 Penalty: 4873.622070
	Iteration 103Q: 3 clusters Score -1916189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1916192.500000 Penalty: 4873.622070
	Iteration 104Q: 3 clusters Score -1916192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1916192.125000 Penalty: 4873.622070
	Iteration 105Q: 3 clusters Score -1916192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1916195.000000 Penalty: 4873.622070
	Iteration 106Q: 3 clusters Score -1916195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1916198.500000 Penalty: 4873.622070
	Iteration 107Q: 3 clusters Score -1916198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1916200.750000 Penalty: 4873.622070
	Iteration 108Q: 3 clusters Score -1916201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -1916198.500000 Penalty: 4873.622070
	Iteration 109Q: 3 clusters Score -1916198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1916199.875000 Penalty: 4873.622070
	Iteration 110Q: 3 clusters Score -1916200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1916199.875000 Penalty: 4873.622070
	Iteration 111F: 3 clusters Score -1916200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -96459.664062 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -96459.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94645.117188 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -94645.12 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95094.617188 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -95094.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95324.828125 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -95324.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95534.875000 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -95534.88 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95829.343750 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -95829.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96118.890625 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -96118.89 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96521.578125 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -96521.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96775.718750 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -96775.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96915.679688 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -96915.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97041.273438 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -97041.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97110.625000 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -97110.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97114.085938 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -97114.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97114.085938 Penalty: 3393.441406
	Iteration 12F: 3 clusters Score -97114.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 95251 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 247518 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 149320 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176691 members 
Mstep: Class 27 contains 21953 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192419 members 
Mstep: Class 31 contains 174707 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 37804 members 
Mstep: Class 34 contains 118960 members 
Mstep: Class 35 contains 158161 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 480 members 
Mstep: Class 38 contains 42185 members 
Mstep: Class 39 contains 1477 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 456 members 
Entering Unmasked Estep 
Score: -225962128.000000 Penalty: 147590.875000
Splitting cluster 37 changes total score from -225962960.000000 to -225962128.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179408 members 
Mstep: Class 2 contains 4486 members 
Mstep: Class 3 contains 95251 members 
Mstep: Class 4 contains 3499 members 
Mstep: Class 5 contains 48606 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 247518 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 149320 members 
Mstep: Class 12 contains 23278 members 
Mstep: Class 13 contains 33602 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 60233 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 9208 members 
Mstep: Class 23 contains 7659 members 
Mstep: Class 24 contains 14127 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176691 members 
Mstep: Class 27 contains 21953 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192419 members 
Mstep: Class 31 contains 174707 members 
Mstep: Class 32 contains 17808 members 
Mstep: Class 33 contains 37804 members 
Mstep: Class 34 contains 118960 members 
Mstep: Class 35 contains 158161 members 
Mstep: Class 36 contains 18506 members 
Mstep: Class 37 contains 936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225965632.000000 Penalty: 143991.093750
Iteration 119Q: 41 clusters Score -2.259656e+08 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179389 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 95275 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 48572 members 
Mstep: Class 6 contains 23172 members 
Mstep: Class 7 contains 19454 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 247880 members 
Mstep: Class 10 contains 3391 members 
Mstep: Class 11 contains 149905 members 
Mstep: Class 12 contains 23280 members 
Mstep: Class 13 contains 33607 members 
Mstep: Class 14 contains 41083 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 8847 members 
Mstep: Class 17 contains 21221 members 
Mstep: Class 18 contains 15380 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 60260 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 9212 members 
Mstep: Class 23 contains 7661 members 
Mstep: Class 24 contains 14172 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176710 members 
Mstep: Class 27 contains 21936 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3847 members 
Mstep: Class 30 contains 192526 members 
Mstep: Class 31 contains 175052 members 
Mstep: Class 32 contains 17765 members 
Mstep: Class 33 contains 37779 members 
Mstep: Class 34 contains 119111 members 
Mstep: Class 35 contains 158310 members 
Mstep: Class 36 contains 18485 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 39891 members 
Mstep: Class 39 contains 1404 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225967808.000000 Penalty: 143991.093750
Iteration 120F: 41 clusters Score -2.259678e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179334 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 95272 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 48531 members 
Mstep: Class 6 contains 23071 members 
Mstep: Class 7 contains 19488 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 247705 members 
Mstep: Class 10 contains 3429 members 
Mstep: Class 11 contains 149986 members 
Mstep: Class 12 contains 23272 members 
Mstep: Class 13 contains 33605 members 
Mstep: Class 14 contains 41092 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 8861 members 
Mstep: Class 17 contains 21188 members 
Mstep: Class 18 contains 15348 members 
Mstep: Class 19 contains 12035 members 
Mstep: Class 20 contains 60247 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 9212 members 
Mstep: Class 23 contains 7635 members 
Mstep: Class 24 contains 14195 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176733 members 
Mstep: Class 27 contains 21904 members 
Mstep: Class 28 contains 6616 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 192588 members 
Mstep: Class 31 contains 175072 members 
Mstep: Class 32 contains 17734 members 
Mstep: Class 33 contains 37730 members 
Mstep: Class 34 contains 118100 members 
Mstep: Class 35 contains 157738 members 
Mstep: Class 36 contains 18378 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 41223 members 
Mstep: Class 39 contains 1486 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225970384.000000 Penalty: 143991.093750
Iteration 121Q: 41 clusters Score -2.259704e+08 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 5521 members 
Mstep: Class 3 contains 95259 members 
Mstep: Class 4 contains 3985 members 
Mstep: Class 5 contains 48492 members 
Mstep: Class 6 contains 23014 members 
Mstep: Class 7 contains 19550 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 247677 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 11 contains 150096 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 33598 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 8866 members 
Mstep: Class 17 contains 21169 members 
Mstep: Class 18 contains 15332 members 
Mstep: Class 19 contains 12140 members 
Mstep: Class 20 contains 60239 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 9226 members 
Mstep: Class 23 contains 7623 members 
Mstep: Class 24 contains 14202 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176760 members 
Mstep: Class 27 contains 21882 members 
Mstep: Class 28 contains 6618 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 192660 members 
Mstep: Class 31 contains 175078 members 
Mstep: Class 32 contains 17697 members 
Mstep: Class 33 contains 37665 members 
Mstep: Class 34 contains 116992 members 
Mstep: Class 35 contains 157053 members 
Mstep: Class 36 contains 18295 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 42561 members 
Mstep: Class 39 contains 1506 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225972112.000000 Penalty: 143991.093750
Iteration 122Q: 41 clusters Score -2.259721e+08 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179286 members 
Mstep: Class 2 contains 5683 members 
Mstep: Class 3 contains 95246 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 48478 members 
Mstep: Class 6 contains 22962 members 
Mstep: Class 7 contains 19597 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 247754 members 
Mstep: Class 10 contains 3608 members 
Mstep: Class 11 contains 150222 members 
Mstep: Class 12 contains 23248 members 
Mstep: Class 13 contains 33589 members 
Mstep: Class 14 contains 41099 members 
Mstep: Class 15 contains 16961 members 
Mstep: Class 16 contains 8891 members 
Mstep: Class 17 contains 21154 members 
Mstep: Class 18 contains 15327 members 
Mstep: Class 19 contains 12255 members 
Mstep: Class 20 contains 60226 members 
Mstep: Class 21 contains 1481 members 
Mstep: Class 22 contains 9230 members 
Mstep: Class 23 contains 7622 members 
Mstep: Class 24 contains 14202 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176773 members 
Mstep: Class 27 contains 21857 members 
Mstep: Class 28 contains 6619 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 192670 members 
Mstep: Class 31 contains 175058 members 
Mstep: Class 32 contains 17653 members 
Mstep: Class 33 contains 37570 members 
Mstep: Class 34 contains 115753 members 
Mstep: Class 35 contains 156319 members 
Mstep: Class 36 contains 18218 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 44130 members 
Mstep: Class 39 contains 1525 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973056.000000 Penalty: 143991.093750
Iteration 123Q: 41 clusters Score -2.259731e+08 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179289 members 
Mstep: Class 2 contains 5770 members 
Mstep: Class 3 contains 95222 members 
Mstep: Class 4 contains 4251 members 
Mstep: Class 5 contains 48477 members 
Mstep: Class 6 contains 22919 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 247891 members 
Mstep: Class 10 contains 3710 members 
Mstep: Class 11 contains 150458 members 
Mstep: Class 12 contains 23237 members 
Mstep: Class 13 contains 33564 members 
Mstep: Class 14 contains 41094 members 
Mstep: Class 15 contains 16960 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 17 contains 21148 members 
Mstep: Class 18 contains 15324 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 60212 members 
Mstep: Class 21 contains 1479 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7623 members 
Mstep: Class 24 contains 14191 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176795 members 
Mstep: Class 27 contains 21844 members 
Mstep: Class 28 contains 6620 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 192655 members 
Mstep: Class 31 contains 175042 members 
Mstep: Class 32 contains 17604 members 
Mstep: Class 33 contains 37466 members 
Mstep: Class 34 contains 114535 members 
Mstep: Class 35 contains 155486 members 
Mstep: Class 36 contains 18122 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 45698 members 
Mstep: Class 39 contains 1530 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225973552.000000 Penalty: 143991.093750
Iteration 124Q: 41 clusters Score -2.259736e+08 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179290 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 95206 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 48469 members 
Mstep: Class 6 contains 22857 members 
Mstep: Class 7 contains 19683 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 248101 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 150723 members 
Mstep: Class 12 contains 23241 members 
Mstep: Class 13 contains 33553 members 
Mstep: Class 14 contains 41089 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 8926 members 
Mstep: Class 17 contains 21145 members 
Mstep: Class 18 contains 15316 members 
Mstep: Class 19 contains 12495 members 
Mstep: Class 20 contains 60187 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 7617 members 
Mstep: Class 24 contains 14184 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176806 members 
Mstep: Class 27 contains 21843 members 
Mstep: Class 28 contains 6622 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 192628 members 
Mstep: Class 31 contains 175039 members 
Mstep: Class 32 contains 17551 members 
Mstep: Class 33 contains 37378 members 
Mstep: Class 34 contains 113381 members 
Mstep: Class 35 contains 154586 members 
Mstep: Class 36 contains 18005 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 47204 members 
Mstep: Class 39 contains 1534 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974080.000000 Penalty: 143991.093750
Iteration 125Q: 41 clusters Score -2.259741e+08 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179282 members 
Mstep: Class 2 contains 5921 members 
Mstep: Class 3 contains 95185 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 48477 members 
Mstep: Class 6 contains 22817 members 
Mstep: Class 7 contains 19725 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 248353 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 150991 members 
Mstep: Class 12 contains 23234 members 
Mstep: Class 13 contains 33539 members 
Mstep: Class 14 contains 41071 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 8942 members 
Mstep: Class 17 contains 21138 members 
Mstep: Class 18 contains 15310 members 
Mstep: Class 19 contains 12611 members 
Mstep: Class 20 contains 60174 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 7617 members 
Mstep: Class 24 contains 14159 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176837 members 
Mstep: Class 27 contains 21824 members 
Mstep: Class 28 contains 6624 members 
Mstep: Class 29 contains 3848 members 
Mstep: Class 30 contains 192614 members 
Mstep: Class 31 contains 175011 members 
Mstep: Class 32 contains 17515 members 
Mstep: Class 33 contains 37277 members 
Mstep: Class 34 contains 112209 members 
Mstep: Class 35 contains 153631 members 
Mstep: Class 36 contains 17928 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 48717 members 
Mstep: Class 39 contains 1536 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225974752.000000 Penalty: 143991.093750
Iteration 126Q: 41 clusters Score -2.259748e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179268 members 
Mstep: Class 2 contains 5983 members 
Mstep: Class 3 contains 95150 members 
Mstep: Class 4 contains 4562 members 
Mstep: Class 5 contains 48481 members 
Mstep: Class 6 contains 22759 members 
Mstep: Class 7 contains 19752 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 248640 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 151270 members 
Mstep: Class 12 contains 23230 members 
Mstep: Class 13 contains 33513 members 
Mstep: Class 14 contains 41068 members 
Mstep: Class 15 contains 16979 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 21140 members 
Mstep: Class 18 contains 15304 members 
Mstep: Class 19 contains 12721 members 
Mstep: Class 20 contains 60151 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 9259 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 14134 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176858 members 
Mstep: Class 27 contains 21829 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 3849 members 
Mstep: Class 30 contains 192605 members 
Mstep: Class 31 contains 175012 members 
Mstep: Class 32 contains 17484 members 
Mstep: Class 33 contains 37198 members 
Mstep: Class 34 contains 111034 members 
Mstep: Class 35 contains 152638 members 
Mstep: Class 36 contains 17837 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 50251 members 
Mstep: Class 39 contains 1537 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225975904.000000 Penalty: 143991.093750
Iteration 127Q: 41 clusters Score -2.259759e+08 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179287 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 95128 members 
Mstep: Class 4 contains 4643 members 
Mstep: Class 5 contains 48472 members 
Mstep: Class 6 contains 22716 members 
Mstep: Class 7 contains 19763 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 248936 members 
Mstep: Class 10 contains 4197 members 
Mstep: Class 11 contains 151514 members 
Mstep: Class 12 contains 23237 members 
Mstep: Class 13 contains 33494 members 
Mstep: Class 14 contains 41060 members 
Mstep: Class 15 contains 16971 members 
Mstep: Class 16 contains 8976 members 
Mstep: Class 17 contains 21127 members 
Mstep: Class 18 contains 15294 members 
Mstep: Class 19 contains 12845 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 9265 members 
Mstep: Class 23 contains 7611 members 
Mstep: Class 24 contains 14111 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176878 members 
Mstep: Class 27 contains 21834 members 
Mstep: Class 28 contains 6627 members 
Mstep: Class 29 contains 3851 members 
Mstep: Class 30 contains 192588 members 
Mstep: Class 31 contains 175003 members 
Mstep: Class 32 contains 17459 members 
Mstep: Class 33 contains 37101 members 
Mstep: Class 34 contains 109943 members 
Mstep: Class 35 contains 151580 members 
Mstep: Class 36 contains 17768 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 51782 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976288.000000 Penalty: 143991.093750
Iteration 128Q: 41 clusters Score -2.259763e+08 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 6061 members 
Mstep: Class 3 contains 95109 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 48454 members 
Mstep: Class 6 contains 22684 members 
Mstep: Class 7 contains 19770 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 249221 members 
Mstep: Class 10 contains 4287 members 
Mstep: Class 11 contains 151751 members 
Mstep: Class 12 contains 23237 members 
Mstep: Class 13 contains 33473 members 
Mstep: Class 14 contains 41047 members 
Mstep: Class 15 contains 16966 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 17 contains 21123 members 
Mstep: Class 18 contains 15292 members 
Mstep: Class 19 contains 12978 members 
Mstep: Class 20 contains 60100 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 7609 members 
Mstep: Class 24 contains 14100 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176860 members 
Mstep: Class 27 contains 21845 members 
Mstep: Class 28 contains 6630 members 
Mstep: Class 29 contains 3853 members 
Mstep: Class 30 contains 192569 members 
Mstep: Class 31 contains 174980 members 
Mstep: Class 32 contains 17444 members 
Mstep: Class 33 contains 36991 members 
Mstep: Class 34 contains 109001 members 
Mstep: Class 35 contains 150550 members 
Mstep: Class 36 contains 17711 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 53242 members 
Mstep: Class 39 contains 1541 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976608.000000 Penalty: 143991.093750
Iteration 129Q: 41 clusters Score -2.259766e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179300 members 
Mstep: Class 2 contains 6092 members 
Mstep: Class 3 contains 95096 members 
Mstep: Class 4 contains 4775 members 
Mstep: Class 5 contains 48446 members 
Mstep: Class 6 contains 22650 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 249508 members 
Mstep: Class 10 contains 4341 members 
Mstep: Class 11 contains 152021 members 
Mstep: Class 12 contains 23240 members 
Mstep: Class 13 contains 33455 members 
Mstep: Class 14 contains 41040 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 9002 members 
Mstep: Class 17 contains 21124 members 
Mstep: Class 18 contains 15283 members 
Mstep: Class 19 contains 13083 members 
Mstep: Class 20 contains 60079 members 
Mstep: Class 21 contains 1477 members 
Mstep: Class 22 contains 9263 members 
Mstep: Class 23 contains 7619 members 
Mstep: Class 24 contains 14091 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176855 members 
Mstep: Class 27 contains 21867 members 
Mstep: Class 28 contains 6625 members 
Mstep: Class 29 contains 3853 members 
Mstep: Class 30 contains 192538 members 
Mstep: Class 31 contains 174963 members 
Mstep: Class 32 contains 17431 members 
Mstep: Class 33 contains 36904 members 
Mstep: Class 34 contains 108048 members 
Mstep: Class 35 contains 149539 members 
Mstep: Class 36 contains 17654 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 54670 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225976912.000000 Penalty: 143991.093750
Iteration 130Q: 41 clusters Score -2.259769e+08 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179300 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 95056 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 48431 members 
Mstep: Class 6 contains 22634 members 
Mstep: Class 7 contains 19787 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 249783 members 
Mstep: Class 10 contains 4402 members 
Mstep: Class 11 contains 152287 members 
Mstep: Class 12 contains 23235 members 
Mstep: Class 13 contains 33441 members 
Mstep: Class 14 contains 41036 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 9018 members 
Mstep: Class 17 contains 21121 members 
Mstep: Class 18 contains 15271 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 60068 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 7627 members 
Mstep: Class 24 contains 14083 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176856 members 
Mstep: Class 27 contains 21890 members 
Mstep: Class 28 contains 6622 members 
Mstep: Class 29 contains 3858 members 
Mstep: Class 30 contains 192519 members 
Mstep: Class 31 contains 174969 members 
Mstep: Class 32 contains 17422 members 
Mstep: Class 33 contains 36847 members 
Mstep: Class 34 contains 107134 members 
Mstep: Class 35 contains 148495 members 
Mstep: Class 36 contains 17614 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 56053 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977392.000000 Penalty: 143991.093750
Iteration 131Q: 41 clusters Score -2.259774e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179283 members 
Mstep: Class 2 contains 6123 members 
Mstep: Class 3 contains 95043 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 48421 members 
Mstep: Class 6 contains 22611 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 250059 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 152511 members 
Mstep: Class 12 contains 23223 members 
Mstep: Class 13 contains 33426 members 
Mstep: Class 14 contains 41022 members 
Mstep: Class 15 contains 16948 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 21120 members 
Mstep: Class 18 contains 15270 members 
Mstep: Class 19 contains 13225 members 
Mstep: Class 20 contains 60051 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 9260 members 
Mstep: Class 23 contains 7638 members 
Mstep: Class 24 contains 14075 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176846 members 
Mstep: Class 27 contains 21913 members 
Mstep: Class 28 contains 6619 members 
Mstep: Class 29 contains 3857 members 
Mstep: Class 30 contains 192505 members 
Mstep: Class 31 contains 174996 members 
Mstep: Class 32 contains 17413 members 
Mstep: Class 33 contains 36808 members 
Mstep: Class 34 contains 106198 members 
Mstep: Class 35 contains 147521 members 
Mstep: Class 36 contains 17591 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 57409 members 
Mstep: Class 39 contains 1548 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225977856.000000 Penalty: 143991.093750
Iteration 132Q: 41 clusters Score -2.259779e+08 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179263 members 
Mstep: Class 2 contains 6150 members 
Mstep: Class 3 contains 95038 members 
Mstep: Class 4 contains 4983 members 
Mstep: Class 5 contains 48421 members 
Mstep: Class 6 contains 22582 members 
Mstep: Class 7 contains 19782 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 250309 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 152756 members 
Mstep: Class 12 contains 23216 members 
Mstep: Class 13 contains 33409 members 
Mstep: Class 14 contains 41009 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 21125 members 
Mstep: Class 18 contains 15287 members 
Mstep: Class 19 contains 13289 members 
Mstep: Class 20 contains 60033 members 
Mstep: Class 21 contains 1475 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 7650 members 
Mstep: Class 24 contains 14062 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176829 members 
Mstep: Class 27 contains 21944 members 
Mstep: Class 28 contains 6615 members 
Mstep: Class 29 contains 3857 members 
Mstep: Class 30 contains 192497 members 
Mstep: Class 31 contains 175042 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 36794 members 
Mstep: Class 34 contains 105252 members 
Mstep: Class 35 contains 146590 members 
Mstep: Class 36 contains 17559 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 58710 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978208.000000 Penalty: 143991.093750
Iteration 133Q: 41 clusters Score -2.259782e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 6171 members 
Mstep: Class 3 contains 95028 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 48423 members 
Mstep: Class 6 contains 22557 members 
Mstep: Class 7 contains 19766 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 250550 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 153008 members 
Mstep: Class 12 contains 23213 members 
Mstep: Class 13 contains 33398 members 
Mstep: Class 14 contains 40991 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 21125 members 
Mstep: Class 18 contains 15312 members 
Mstep: Class 19 contains 13333 members 
Mstep: Class 20 contains 60030 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 9258 members 
Mstep: Class 23 contains 7662 members 
Mstep: Class 24 contains 14052 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176829 members 
Mstep: Class 27 contains 21981 members 
Mstep: Class 28 contains 6610 members 
Mstep: Class 29 contains 3857 members 
Mstep: Class 30 contains 192473 members 
Mstep: Class 31 contains 175070 members 
Mstep: Class 32 contains 17395 members 
Mstep: Class 33 contains 36748 members 
Mstep: Class 34 contains 104356 members 
Mstep: Class 35 contains 145666 members 
Mstep: Class 36 contains 17525 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 59986 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225978224.000000 Penalty: 143991.093750
Iteration 134Q: 41 clusters Score -2.259782e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179260 members 
Mstep: Class 2 contains 6189 members 
Mstep: Class 3 contains 95022 members 
Mstep: Class 4 contains 5084 members 
Mstep: Class 5 contains 48411 members 
Mstep: Class 6 contains 22548 members 
Mstep: Class 7 contains 19753 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 250736 members 
Mstep: Class 10 contains 4556 members 
Mstep: Class 11 contains 153203 members 
Mstep: Class 12 contains 23209 members 
Mstep: Class 13 contains 33383 members 
Mstep: Class 14 contains 40982 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 9071 members 
Mstep: Class 17 contains 21125 members 
Mstep: Class 18 contains 15332 members 
Mstep: Class 19 contains 13383 members 
Mstep: Class 20 contains 60020 members 
Mstep: Class 21 contains 1474 members 
Mstep: Class 22 contains 9262 members 
Mstep: Class 23 contains 7680 members 
Mstep: Class 24 contains 14041 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176848 members 
Mstep: Class 27 contains 22035 members 
Mstep: Class 28 contains 6609 members 
Mstep: Class 29 contains 3857 members 
Mstep: Class 30 contains 192438 members 
Mstep: Class 31 contains 175091 members 
Mstep: Class 32 contains 17398 members 
Mstep: Class 33 contains 36716 members 
Mstep: Class 34 contains 103506 members 
Mstep: Class 35 contains 144829 members 
Mstep: Class 36 contains 17502 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 61202 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225979296.000000 Penalty: 143991.093750
Iteration 135Q: 41 clusters Score -2.259793e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179272 members 
Mstep: Class 2 contains 6202 members 
Mstep: Class 3 contains 95014 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 48405 members 
Mstep: Class 6 contains 22525 members 
Mstep: Class 7 contains 19741 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 250976 members 
Mstep: Class 10 contains 4575 members 
Mstep: Class 11 contains 153389 members 
Mstep: Class 12 contains 23193 members 
Mstep: Class 13 contains 33366 members 
Mstep: Class 14 contains 40979 members 
Mstep: Class 15 contains 16920 members 
Mstep: Class 16 contains 9075 members 
Mstep: Class 17 contains 21131 members 
Mstep: Class 18 contains 15348 members 
Mstep: Class 19 contains 13425 members 
Mstep: Class 20 contains 60016 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 9262 members 
Mstep: Class 23 contains 7681 members 
Mstep: Class 24 contains 14036 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176857 members 
Mstep: Class 27 contains 22080 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3857 members 
Mstep: Class 30 contains 192412 members 
Mstep: Class 31 contains 175108 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 36685 members 
Mstep: Class 34 contains 102658 members 
Mstep: Class 35 contains 144050 members 
Mstep: Class 36 contains 17502 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 62329 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980032.000000 Penalty: 143991.093750
Iteration 136Q: 41 clusters Score -2.2598e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179283 members 
Mstep: Class 2 contains 6219 members 
Mstep: Class 3 contains 95004 members 
Mstep: Class 4 contains 5177 members 
Mstep: Class 5 contains 48383 members 
Mstep: Class 6 contains 22519 members 
Mstep: Class 7 contains 19729 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 251193 members 
Mstep: Class 10 contains 4607 members 
Mstep: Class 11 contains 153571 members 
Mstep: Class 12 contains 23178 members 
Mstep: Class 13 contains 33356 members 
Mstep: Class 14 contains 40960 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 17 contains 21139 members 
Mstep: Class 18 contains 15365 members 
Mstep: Class 19 contains 13462 members 
Mstep: Class 20 contains 60004 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 7690 members 
Mstep: Class 24 contains 14032 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176876 members 
Mstep: Class 27 contains 22117 members 
Mstep: Class 28 contains 6617 members 
Mstep: Class 29 contains 3856 members 
Mstep: Class 30 contains 192400 members 
Mstep: Class 31 contains 175127 members 
Mstep: Class 32 contains 17395 members 
Mstep: Class 33 contains 36658 members 
Mstep: Class 34 contains 101863 members 
Mstep: Class 35 contains 143315 members 
Mstep: Class 36 contains 17477 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 63372 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980096.000000 Penalty: 143991.093750
Iteration 137Q: 41 clusters Score -2.259801e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179291 members 
Mstep: Class 2 contains 6228 members 
Mstep: Class 3 contains 94996 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 48357 members 
Mstep: Class 6 contains 22510 members 
Mstep: Class 7 contains 19724 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 251432 members 
Mstep: Class 10 contains 4627 members 
Mstep: Class 11 contains 153725 members 
Mstep: Class 12 contains 23173 members 
Mstep: Class 13 contains 33350 members 
Mstep: Class 14 contains 40950 members 
Mstep: Class 15 contains 16913 members 
Mstep: Class 16 contains 9103 members 
Mstep: Class 17 contains 21142 members 
Mstep: Class 18 contains 15376 members 
Mstep: Class 19 contains 13511 members 
Mstep: Class 20 contains 59998 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 7697 members 
Mstep: Class 24 contains 14016 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176901 members 
Mstep: Class 27 contains 22162 members 
Mstep: Class 28 contains 6615 members 
Mstep: Class 29 contains 3857 members 
Mstep: Class 30 contains 192392 members 
Mstep: Class 31 contains 175176 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 36632 members 
Mstep: Class 34 contains 101069 members 
Mstep: Class 35 contains 142559 members 
Mstep: Class 36 contains 17485 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 64379 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980016.000000 Penalty: 143991.093750
Iteration 138Q: 41 clusters Score -2.2598e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179303 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 3 contains 94984 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 48337 members 
Mstep: Class 6 contains 22503 members 
Mstep: Class 7 contains 19718 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 251666 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 153883 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 33341 members 
Mstep: Class 14 contains 40943 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 21149 members 
Mstep: Class 18 contains 15395 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 59995 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9256 members 
Mstep: Class 23 contains 7703 members 
Mstep: Class 24 contains 14006 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176920 members 
Mstep: Class 27 contains 22209 members 
Mstep: Class 28 contains 6615 members 
Mstep: Class 29 contains 3859 members 
Mstep: Class 30 contains 192365 members 
Mstep: Class 31 contains 175217 members 
Mstep: Class 32 contains 17396 members 
Mstep: Class 33 contains 36633 members 
Mstep: Class 34 contains 100330 members 
Mstep: Class 35 contains 141866 members 
Mstep: Class 36 contains 17491 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 65288 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225979760.000000 Penalty: 143991.093750
Iteration 139Q: 41 clusters Score -2.259798e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179314 members 
Mstep: Class 2 contains 6233 members 
Mstep: Class 3 contains 94973 members 
Mstep: Class 4 contains 5273 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 22494 members 
Mstep: Class 7 contains 19714 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 251912 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 154030 members 
Mstep: Class 12 contains 23160 members 
Mstep: Class 13 contains 33335 members 
Mstep: Class 14 contains 40931 members 
Mstep: Class 15 contains 16904 members 
Mstep: Class 16 contains 9114 members 
Mstep: Class 17 contains 21161 members 
Mstep: Class 18 contains 15416 members 
Mstep: Class 19 contains 13570 members 
Mstep: Class 20 contains 59990 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 7706 members 
Mstep: Class 24 contains 14002 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176923 members 
Mstep: Class 27 contains 22270 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 3859 members 
Mstep: Class 30 contains 192350 members 
Mstep: Class 31 contains 175242 members 
Mstep: Class 32 contains 17397 members 
Mstep: Class 33 contains 36626 members 
Mstep: Class 34 contains 99597 members 
Mstep: Class 35 contains 141213 members 
Mstep: Class 36 contains 17489 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 66167 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225979744.000000 Penalty: 143991.093750
Iteration 140F: 41 clusters Score -2.259797e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179323 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 94963 members 
Mstep: Class 4 contains 5291 members 
Mstep: Class 5 contains 48272 members 
Mstep: Class 6 contains 22490 members 
Mstep: Class 7 contains 19706 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 252146 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 154158 members 
Mstep: Class 12 contains 23150 members 
Mstep: Class 13 contains 33321 members 
Mstep: Class 14 contains 40920 members 
Mstep: Class 15 contains 16902 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 21181 members 
Mstep: Class 18 contains 15432 members 
Mstep: Class 19 contains 13593 members 
Mstep: Class 20 contains 59988 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 7706 members 
Mstep: Class 24 contains 13984 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176940 members 
Mstep: Class 27 contains 22320 members 
Mstep: Class 28 contains 6617 members 
Mstep: Class 29 contains 3859 members 
Mstep: Class 30 contains 192330 members 
Mstep: Class 31 contains 175254 members 
Mstep: Class 32 contains 17394 members 
Mstep: Class 33 contains 36628 members 
Mstep: Class 34 contains 98925 members 
Mstep: Class 35 contains 140623 members 
Mstep: Class 36 contains 17454 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 66937 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980048.000000 Penalty: 143991.093750
Iteration 141Q: 41 clusters Score -2.2598e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179327 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 94967 members 
Mstep: Class 4 contains 5306 members 
Mstep: Class 5 contains 48264 members 
Mstep: Class 6 contains 22469 members 
Mstep: Class 7 contains 19703 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 252358 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 154276 members 
Mstep: Class 12 contains 23135 members 
Mstep: Class 13 contains 33304 members 
Mstep: Class 14 contains 40906 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 21204 members 
Mstep: Class 18 contains 15457 members 
Mstep: Class 19 contains 13634 members 
Mstep: Class 20 contains 59981 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 7717 members 
Mstep: Class 24 contains 13963 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176968 members 
Mstep: Class 27 contains 22370 members 
Mstep: Class 28 contains 6624 members 
Mstep: Class 29 contains 3859 members 
Mstep: Class 30 contains 192309 members 
Mstep: Class 31 contains 175255 members 
Mstep: Class 32 contains 17392 members 
Mstep: Class 33 contains 36606 members 
Mstep: Class 34 contains 98270 members 
Mstep: Class 35 contains 140093 members 
Mstep: Class 36 contains 17408 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 67679 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980176.000000 Penalty: 143991.093750
Iteration 142Q: 41 clusters Score -2.259802e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179350 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 94967 members 
Mstep: Class 4 contains 5328 members 
Mstep: Class 5 contains 48253 members 
Mstep: Class 6 contains 22460 members 
Mstep: Class 7 contains 19695 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 252521 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 154412 members 
Mstep: Class 12 contains 23126 members 
Mstep: Class 13 contains 33289 members 
Mstep: Class 14 contains 40894 members 
Mstep: Class 15 contains 16899 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 21218 members 
Mstep: Class 18 contains 15473 members 
Mstep: Class 19 contains 13679 members 
Mstep: Class 20 contains 59981 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 9252 members 
Mstep: Class 23 contains 7721 members 
Mstep: Class 24 contains 13946 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 176997 members 
Mstep: Class 27 contains 22423 members 
Mstep: Class 28 contains 6629 members 
Mstep: Class 29 contains 3860 members 
Mstep: Class 30 contains 192280 members 
Mstep: Class 31 contains 175253 members 
Mstep: Class 32 contains 17386 members 
Mstep: Class 33 contains 36611 members 
Mstep: Class 34 contains 97639 members 
Mstep: Class 35 contains 139615 members 
Mstep: Class 36 contains 17372 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 68354 members 
Mstep: Class 39 contains 1548 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980368.000000 Penalty: 143991.093750
Iteration 143Q: 41 clusters Score -2.259804e+08 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179369 members 
Mstep: Class 2 contains 6237 members 
Mstep: Class 3 contains 94967 members 
Mstep: Class 4 contains 5350 members 
Mstep: Class 5 contains 48259 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 19685 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 252676 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 154527 members 
Mstep: Class 12 contains 23122 members 
Mstep: Class 13 contains 33272 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 21219 members 
Mstep: Class 18 contains 15481 members 
Mstep: Class 19 contains 13725 members 
Mstep: Class 20 contains 59989 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7738 members 
Mstep: Class 24 contains 13930 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177032 members 
Mstep: Class 27 contains 22482 members 
Mstep: Class 28 contains 6632 members 
Mstep: Class 29 contains 3862 members 
Mstep: Class 30 contains 192255 members 
Mstep: Class 31 contains 175240 members 
Mstep: Class 32 contains 17379 members 
Mstep: Class 33 contains 36614 members 
Mstep: Class 34 contains 97077 members 
Mstep: Class 35 contains 139137 members 
Mstep: Class 36 contains 17344 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 69006 members 
Mstep: Class 39 contains 1549 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980352.000000 Penalty: 143991.093750
Iteration 144Q: 41 clusters Score -2.259804e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179385 members 
Mstep: Class 2 contains 6236 members 
Mstep: Class 3 contains 94964 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 48254 members 
Mstep: Class 6 contains 22448 members 
Mstep: Class 7 contains 19681 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 252829 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 154620 members 
Mstep: Class 12 contains 23112 members 
Mstep: Class 13 contains 33260 members 
Mstep: Class 14 contains 40863 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 21224 members 
Mstep: Class 18 contains 15502 members 
Mstep: Class 19 contains 13779 members 
Mstep: Class 20 contains 59993 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 7738 members 
Mstep: Class 24 contains 13921 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177051 members 
Mstep: Class 27 contains 22539 members 
Mstep: Class 28 contains 6645 members 
Mstep: Class 29 contains 3865 members 
Mstep: Class 30 contains 192238 members 
Mstep: Class 31 contains 175245 members 
Mstep: Class 32 contains 17367 members 
Mstep: Class 33 contains 36605 members 
Mstep: Class 34 contains 96543 members 
Mstep: Class 35 contains 138685 members 
Mstep: Class 36 contains 17322 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 69609 members 
Mstep: Class 39 contains 1548 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980624.000000 Penalty: 143991.093750
Iteration 145Q: 41 clusters Score -2.259806e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179410 members 
Mstep: Class 2 contains 6239 members 
Mstep: Class 3 contains 94962 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 5 contains 48245 members 
Mstep: Class 6 contains 22446 members 
Mstep: Class 7 contains 19668 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 252949 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 154703 members 
Mstep: Class 12 contains 23102 members 
Mstep: Class 13 contains 33252 members 
Mstep: Class 14 contains 40854 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 21226 members 
Mstep: Class 18 contains 15512 members 
Mstep: Class 19 contains 13820 members 
Mstep: Class 20 contains 59992 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 7746 members 
Mstep: Class 24 contains 13910 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177062 members 
Mstep: Class 27 contains 22599 members 
Mstep: Class 28 contains 6652 members 
Mstep: Class 29 contains 3867 members 
Mstep: Class 30 contains 192218 members 
Mstep: Class 31 contains 175252 members 
Mstep: Class 32 contains 17350 members 
Mstep: Class 33 contains 36586 members 
Mstep: Class 34 contains 96068 members 
Mstep: Class 35 contains 138302 members 
Mstep: Class 36 contains 17310 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 70172 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225980640.000000 Penalty: 143991.093750
Iteration 146Q: 41 clusters Score -2.259806e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179428 members 
Mstep: Class 2 contains 6240 members 
Mstep: Class 3 contains 94965 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 48242 members 
Mstep: Class 6 contains 22440 members 
Mstep: Class 7 contains 19664 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253103 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 154765 members 
Mstep: Class 12 contains 23086 members 
Mstep: Class 13 contains 33243 members 
Mstep: Class 14 contains 40848 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 21231 members 
Mstep: Class 18 contains 15527 members 
Mstep: Class 19 contains 13855 members 
Mstep: Class 20 contains 59995 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7758 members 
Mstep: Class 24 contains 13896 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177069 members 
Mstep: Class 27 contains 22636 members 
Mstep: Class 28 contains 6659 members 
Mstep: Class 29 contains 3869 members 
Mstep: Class 30 contains 192198 members 
Mstep: Class 31 contains 175250 members 
Mstep: Class 32 contains 17338 members 
Mstep: Class 33 contains 36561 members 
Mstep: Class 34 contains 95587 members 
Mstep: Class 35 contains 137966 members 
Mstep: Class 36 contains 17301 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 70710 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981040.000000 Penalty: 143991.093750
Iteration 147Q: 41 clusters Score -2.25981e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179448 members 
Mstep: Class 2 contains 6241 members 
Mstep: Class 3 contains 94964 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 48230 members 
Mstep: Class 6 contains 22434 members 
Mstep: Class 7 contains 19662 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253251 members 
Mstep: Class 10 contains 5130 members 
Mstep: Class 11 contains 154845 members 
Mstep: Class 12 contains 23076 members 
Mstep: Class 13 contains 33236 members 
Mstep: Class 14 contains 40844 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 9142 members 
Mstep: Class 17 contains 21239 members 
Mstep: Class 18 contains 15553 members 
Mstep: Class 19 contains 13891 members 
Mstep: Class 20 contains 59996 members 
Mstep: Class 21 contains 1470 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7782 members 
Mstep: Class 24 contains 13891 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177078 members 
Mstep: Class 27 contains 22664 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 192178 members 
Mstep: Class 31 contains 175269 members 
Mstep: Class 32 contains 17321 members 
Mstep: Class 33 contains 36534 members 
Mstep: Class 34 contains 95106 members 
Mstep: Class 35 contains 137634 members 
Mstep: Class 36 contains 17283 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 71215 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981536.000000 Penalty: 143991.093750
Iteration 148Q: 41 clusters Score -2.259815e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179474 members 
Mstep: Class 2 contains 6246 members 
Mstep: Class 3 contains 94962 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 48216 members 
Mstep: Class 6 contains 22429 members 
Mstep: Class 7 contains 19654 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253394 members 
Mstep: Class 10 contains 5142 members 
Mstep: Class 11 contains 154933 members 
Mstep: Class 12 contains 23061 members 
Mstep: Class 13 contains 33230 members 
Mstep: Class 14 contains 40839 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 9148 members 
Mstep: Class 17 contains 21239 members 
Mstep: Class 18 contains 15570 members 
Mstep: Class 19 contains 13924 members 
Mstep: Class 20 contains 59993 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9243 members 
Mstep: Class 23 contains 7788 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177095 members 
Mstep: Class 27 contains 22710 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 192154 members 
Mstep: Class 31 contains 175279 members 
Mstep: Class 32 contains 17309 members 
Mstep: Class 33 contains 36505 members 
Mstep: Class 34 contains 94642 members 
Mstep: Class 35 contains 137324 members 
Mstep: Class 36 contains 17282 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 71694 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981552.000000 Penalty: 143991.093750
Iteration 149Q: 41 clusters Score -2.259816e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 6251 members 
Mstep: Class 3 contains 94955 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 48220 members 
Mstep: Class 6 contains 22424 members 
Mstep: Class 7 contains 19654 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253520 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 155022 members 
Mstep: Class 12 contains 23052 members 
Mstep: Class 13 contains 33227 members 
Mstep: Class 14 contains 40831 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 9149 members 
Mstep: Class 17 contains 21246 members 
Mstep: Class 18 contains 15596 members 
Mstep: Class 19 contains 13952 members 
Mstep: Class 20 contains 59983 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 7792 members 
Mstep: Class 24 contains 13884 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177104 members 
Mstep: Class 27 contains 22736 members 
Mstep: Class 28 contains 6663 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 192125 members 
Mstep: Class 31 contains 175271 members 
Mstep: Class 32 contains 17298 members 
Mstep: Class 33 contains 36468 members 
Mstep: Class 34 contains 94210 members 
Mstep: Class 35 contains 137058 members 
Mstep: Class 36 contains 17293 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 72155 members 
Mstep: Class 39 contains 1547 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981728.000000 Penalty: 143991.093750
Iteration 150Q: 41 clusters Score -2.259817e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179480 members 
Mstep: Class 2 contains 6264 members 
Mstep: Class 3 contains 94946 members 
Mstep: Class 4 contains 5447 members 
Mstep: Class 5 contains 48227 members 
Mstep: Class 6 contains 22419 members 
Mstep: Class 7 contains 19652 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253641 members 
Mstep: Class 10 contains 5172 members 
Mstep: Class 11 contains 155098 members 
Mstep: Class 12 contains 23044 members 
Mstep: Class 13 contains 33225 members 
Mstep: Class 14 contains 40823 members 
Mstep: Class 15 contains 16883 members 
Mstep: Class 16 contains 9152 members 
Mstep: Class 17 contains 21245 members 
Mstep: Class 18 contains 15624 members 
Mstep: Class 19 contains 13983 members 
Mstep: Class 20 contains 59979 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9241 members 
Mstep: Class 23 contains 7799 members 
Mstep: Class 24 contains 13880 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177110 members 
Mstep: Class 27 contains 22762 members 
Mstep: Class 28 contains 6663 members 
Mstep: Class 29 contains 3871 members 
Mstep: Class 30 contains 192102 members 
Mstep: Class 31 contains 175272 members 
Mstep: Class 32 contains 17288 members 
Mstep: Class 33 contains 36449 members 
Mstep: Class 34 contains 93796 members 
Mstep: Class 35 contains 136782 members 
Mstep: Class 36 contains 17302 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 72590 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982080.000000 Penalty: 143991.093750
Iteration 151Q: 41 clusters Score -2.259821e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179491 members 
Mstep: Class 2 contains 6268 members 
Mstep: Class 3 contains 94938 members 
Mstep: Class 4 contains 5450 members 
Mstep: Class 5 contains 48227 members 
Mstep: Class 6 contains 22418 members 
Mstep: Class 7 contains 19649 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253730 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 155154 members 
Mstep: Class 12 contains 23031 members 
Mstep: Class 13 contains 33221 members 
Mstep: Class 14 contains 40819 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 9155 members 
Mstep: Class 17 contains 21247 members 
Mstep: Class 18 contains 15648 members 
Mstep: Class 19 contains 14013 members 
Mstep: Class 20 contains 59975 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9239 members 
Mstep: Class 23 contains 7807 members 
Mstep: Class 24 contains 13880 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177130 members 
Mstep: Class 27 contains 22782 members 
Mstep: Class 28 contains 6664 members 
Mstep: Class 29 contains 3873 members 
Mstep: Class 30 contains 192082 members 
Mstep: Class 31 contains 175259 members 
Mstep: Class 32 contains 17273 members 
Mstep: Class 33 contains 36445 members 
Mstep: Class 34 contains 93383 members 
Mstep: Class 35 contains 136545 members 
Mstep: Class 36 contains 17315 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 73029 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981920.000000 Penalty: 143991.093750
Iteration 152Q: 41 clusters Score -2.259819e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179499 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 94932 members 
Mstep: Class 4 contains 5454 members 
Mstep: Class 5 contains 48212 members 
Mstep: Class 6 contains 22416 members 
Mstep: Class 7 contains 19644 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253840 members 
Mstep: Class 10 contains 5201 members 
Mstep: Class 11 contains 155214 members 
Mstep: Class 12 contains 23026 members 
Mstep: Class 13 contains 33215 members 
Mstep: Class 14 contains 40811 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9162 members 
Mstep: Class 17 contains 21250 members 
Mstep: Class 18 contains 15677 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 59970 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7815 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177141 members 
Mstep: Class 27 contains 22803 members 
Mstep: Class 28 contains 6666 members 
Mstep: Class 29 contains 3877 members 
Mstep: Class 30 contains 192060 members 
Mstep: Class 31 contains 175254 members 
Mstep: Class 32 contains 17271 members 
Mstep: Class 33 contains 36434 members 
Mstep: Class 34 contains 93000 members 
Mstep: Class 35 contains 136314 members 
Mstep: Class 36 contains 17316 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 73427 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981808.000000 Penalty: 143991.093750
Iteration 153Q: 41 clusters Score -2.259818e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 6269 members 
Mstep: Class 3 contains 94922 members 
Mstep: Class 4 contains 5456 members 
Mstep: Class 5 contains 48202 members 
Mstep: Class 6 contains 22411 members 
Mstep: Class 7 contains 19638 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253901 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 11 contains 155266 members 
Mstep: Class 12 contains 23016 members 
Mstep: Class 13 contains 33209 members 
Mstep: Class 14 contains 40803 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 9164 members 
Mstep: Class 17 contains 21256 members 
Mstep: Class 18 contains 15710 members 
Mstep: Class 19 contains 14054 members 
Mstep: Class 20 contains 59973 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 9234 members 
Mstep: Class 23 contains 7817 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177144 members 
Mstep: Class 27 contains 22827 members 
Mstep: Class 28 contains 6669 members 
Mstep: Class 29 contains 3881 members 
Mstep: Class 30 contains 192054 members 
Mstep: Class 31 contains 175258 members 
Mstep: Class 32 contains 17266 members 
Mstep: Class 33 contains 36414 members 
Mstep: Class 34 contains 92647 members 
Mstep: Class 35 contains 136078 members 
Mstep: Class 36 contains 17328 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 73852 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981680.000000 Penalty: 143991.093750
Iteration 154Q: 41 clusters Score -2.259817e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 6271 members 
Mstep: Class 3 contains 94916 members 
Mstep: Class 4 contains 5465 members 
Mstep: Class 5 contains 48184 members 
Mstep: Class 6 contains 22408 members 
Mstep: Class 7 contains 19631 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253943 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 11 contains 155296 members 
Mstep: Class 12 contains 23008 members 
Mstep: Class 13 contains 33200 members 
Mstep: Class 14 contains 40802 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 21253 members 
Mstep: Class 18 contains 15743 members 
Mstep: Class 19 contains 14083 members 
Mstep: Class 20 contains 59970 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7817 members 
Mstep: Class 24 contains 13876 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177167 members 
Mstep: Class 27 contains 22845 members 
Mstep: Class 28 contains 6672 members 
Mstep: Class 29 contains 3885 members 
Mstep: Class 30 contains 192040 members 
Mstep: Class 31 contains 175277 members 
Mstep: Class 32 contains 17271 members 
Mstep: Class 33 contains 36407 members 
Mstep: Class 34 contains 92312 members 
Mstep: Class 35 contains 135873 members 
Mstep: Class 36 contains 17325 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 74245 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982176.000000 Penalty: 143991.093750
Iteration 155Q: 41 clusters Score -2.259822e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179516 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 94902 members 
Mstep: Class 4 contains 5475 members 
Mstep: Class 5 contains 48176 members 
Mstep: Class 6 contains 22406 members 
Mstep: Class 7 contains 19623 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254015 members 
Mstep: Class 10 contains 5237 members 
Mstep: Class 11 contains 155317 members 
Mstep: Class 12 contains 23000 members 
Mstep: Class 13 contains 33194 members 
Mstep: Class 14 contains 40795 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 21253 members 
Mstep: Class 18 contains 15766 members 
Mstep: Class 19 contains 14115 members 
Mstep: Class 20 contains 59969 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 13866 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177173 members 
Mstep: Class 27 contains 22865 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3887 members 
Mstep: Class 30 contains 192029 members 
Mstep: Class 31 contains 175295 members 
Mstep: Class 32 contains 17275 members 
Mstep: Class 33 contains 36398 members 
Mstep: Class 34 contains 91994 members 
Mstep: Class 35 contains 135672 members 
Mstep: Class 36 contains 17337 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 74608 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982160.000000 Penalty: 143991.093750
Iteration 156Q: 41 clusters Score -2.259822e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 6274 members 
Mstep: Class 3 contains 94893 members 
Mstep: Class 4 contains 5481 members 
Mstep: Class 5 contains 48156 members 
Mstep: Class 6 contains 22403 members 
Mstep: Class 7 contains 19620 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254059 members 
Mstep: Class 10 contains 5235 members 
Mstep: Class 11 contains 155344 members 
Mstep: Class 12 contains 22996 members 
Mstep: Class 13 contains 33190 members 
Mstep: Class 14 contains 40793 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 21254 members 
Mstep: Class 18 contains 15787 members 
Mstep: Class 19 contains 14148 members 
Mstep: Class 20 contains 59970 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7827 members 
Mstep: Class 24 contains 13864 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177195 members 
Mstep: Class 27 contains 22880 members 
Mstep: Class 28 contains 6673 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 192012 members 
Mstep: Class 31 contains 175319 members 
Mstep: Class 32 contains 17285 members 
Mstep: Class 33 contains 36390 members 
Mstep: Class 34 contains 91699 members 
Mstep: Class 35 contains 135464 members 
Mstep: Class 36 contains 17353 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 74946 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982368.000000 Penalty: 143991.093750
Iteration 157Q: 41 clusters Score -2.259824e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179534 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 94876 members 
Mstep: Class 4 contains 5483 members 
Mstep: Class 5 contains 48137 members 
Mstep: Class 6 contains 22401 members 
Mstep: Class 7 contains 19614 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254083 members 
Mstep: Class 10 contains 5232 members 
Mstep: Class 11 contains 155381 members 
Mstep: Class 12 contains 22988 members 
Mstep: Class 13 contains 33188 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 16890 members 
Mstep: Class 16 contains 9165 members 
Mstep: Class 17 contains 21251 members 
Mstep: Class 18 contains 15812 members 
Mstep: Class 19 contains 14174 members 
Mstep: Class 20 contains 59970 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 7831 members 
Mstep: Class 24 contains 13860 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177206 members 
Mstep: Class 27 contains 22899 members 
Mstep: Class 28 contains 6673 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 192005 members 
Mstep: Class 31 contains 175325 members 
Mstep: Class 32 contains 17298 members 
Mstep: Class 33 contains 36381 members 
Mstep: Class 34 contains 91440 members 
Mstep: Class 35 contains 135291 members 
Mstep: Class 36 contains 17365 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 75272 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982416.000000 Penalty: 143991.093750
Iteration 158Q: 41 clusters Score -2.259824e+08 nChanged 993
Entering ConstructFrom: 
Score: -225982416.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (179547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179547 members 
Entering Unmasked Estep 
Score: -21128510.000000 Penalty: 3000.351562
	Iteration 0F: 2 clusters Score -2.112851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -21013114.000000 Penalty: 6000.703125
	Iteration 0F: 3 clusters Score -2.101311e+07 nChanged 86106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95361 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -21065348.000000 Penalty: 6000.703125
	Iteration 1F: 3 clusters Score -2.106535e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -21067870.000000 Penalty: 6000.703125
	Iteration 2Q: 3 clusters Score -2.106787e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105066 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -21071822.000000 Penalty: 6000.703125
	Iteration 3F: 3 clusters Score -2.107182e+07 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -21077130.000000 Penalty: 6000.703125
	Iteration 4F: 3 clusters Score -2.107713e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122093 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -21083782.000000 Penalty: 6000.703125
	Iteration 5F: 3 clusters Score -2.108378e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -21091644.000000 Penalty: 6000.703125
	Iteration 6F: 3 clusters Score -2.109164e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144125 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -21100242.000000 Penalty: 6000.703125
	Iteration 7F: 3 clusters Score -2.110024e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155169 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -21108912.000000 Penalty: 6000.703125
	Iteration 8F: 3 clusters Score -2.110891e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165096 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -21116244.000000 Penalty: 6000.703125
	Iteration 9F: 3 clusters Score -2.111624e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172518 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -21121814.000000 Penalty: 6000.703125
	Iteration 10Q: 3 clusters Score -2.112181e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176766 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21124536.000000 Penalty: 6000.703125
	Iteration 11Q: 3 clusters Score -2.112454e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178446 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -21125412.000000 Penalty: 6000.703125
	Iteration 12Q: 3 clusters Score -2.112541e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178992 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21125614.000000 Penalty: 6000.703125
	Iteration 13Q: 3 clusters Score -2.112561e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179164 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21125736.000000 Penalty: 6000.703125
	Iteration 14Q: 3 clusters Score -2.112574e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179229 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21125836.000000 Penalty: 6000.703125
	Iteration 15Q: 3 clusters Score -2.112584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179266 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21125882.000000 Penalty: 6000.703125
	Iteration 16Q: 3 clusters Score -2.112588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21125910.000000 Penalty: 6000.703125
	Iteration 17Q: 3 clusters Score -2.112591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179296 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21125926.000000 Penalty: 6000.703125
	Iteration 18Q: 3 clusters Score -2.112593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179306 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21125936.000000 Penalty: 6000.703125
	Iteration 19Q: 3 clusters Score -2.112594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179312 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21125940.000000 Penalty: 6000.703125
	Iteration 20F: 3 clusters Score -2.112594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179317 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21125938.000000 Penalty: 6000.703125
	Iteration 21Q: 3 clusters Score -2.112594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21125946.000000 Penalty: 6000.703125
	Iteration 22Q: 3 clusters Score -2.112595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179320 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21125946.000000 Penalty: 6000.703125
	Iteration 23F: 3 clusters Score -2.112595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Entering Unmasked Estep 
Score: -743833.312500 Penalty: 2168.830566
	Iteration 0F: 2 clusters Score -743833.3 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 3149 members 
Entering Unmasked Estep 
Score: -738502.187500 Penalty: 4337.661133
	Iteration 0F: 3 clusters Score -738502.2 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -739865.187500 Penalty: 4337.661133
	Iteration 1F: 3 clusters Score -739865.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -740108.250000 Penalty: 4337.661133
	Iteration 2F: 3 clusters Score -740108.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -740291.937500 Penalty: 4337.661133
	Iteration 3F: 3 clusters Score -740291.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -740436.000000 Penalty: 4337.661133
	Iteration 4Q: 3 clusters Score -740436 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -740551.500000 Penalty: 4337.661133
	Iteration 5Q: 3 clusters Score -740551.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -740654.500000 Penalty: 4337.661133
	Iteration 6Q: 3 clusters Score -740654.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -740741.125000 Penalty: 4337.661133
	Iteration 7Q: 3 clusters Score -740741.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -740826.562500 Penalty: 4337.661133
	Iteration 8Q: 3 clusters Score -740826.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -740910.625000 Penalty: 4337.661133
	Iteration 9Q: 3 clusters Score -740910.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -740990.125000 Penalty: 4337.661133
	Iteration 10Q: 3 clusters Score -740990.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -741077.187500 Penalty: 4337.661133
	Iteration 11Q: 3 clusters Score -741077.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -741160.625000 Penalty: 4337.661133
	Iteration 12Q: 3 clusters Score -741160.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -741238.562500 Penalty: 4337.661133
	Iteration 13Q: 3 clusters Score -741238.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -741321.500000 Penalty: 4337.661133
	Iteration 14Q: 3 clusters Score -741321.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -741398.312500 Penalty: 4337.661133
	Iteration 15Q: 3 clusters Score -741398.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -741468.812500 Penalty: 4337.661133
	Iteration 16Q: 3 clusters Score -741468.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -741529.812500 Penalty: 4337.661133
	Iteration 17Q: 3 clusters Score -741529.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -741594.500000 Penalty: 4337.661133
	Iteration 18Q: 3 clusters Score -741594.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -741646.562500 Penalty: 4337.661133
	Iteration 19Q: 3 clusters Score -741646.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -741681.062500 Penalty: 4337.661133
	Iteration 20F: 3 clusters Score -741681.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -741721.812500 Penalty: 4337.661133
	Iteration 21Q: 3 clusters Score -741721.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -741749.250000 Penalty: 4337.661133
	Iteration 22Q: 3 clusters Score -741749.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -741780.312500 Penalty: 4337.661133
	Iteration 23Q: 3 clusters Score -741780.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -741803.500000 Penalty: 4337.661133
	Iteration 24Q: 3 clusters Score -741803.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -741824.812500 Penalty: 4337.661133
	Iteration 25Q: 3 clusters Score -741824.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -741847.125000 Penalty: 4337.661133
	Iteration 26Q: 3 clusters Score -741847.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -741867.437500 Penalty: 4337.661133
	Iteration 27Q: 3 clusters Score -741867.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -741884.687500 Penalty: 4337.661133
	Iteration 28Q: 3 clusters Score -741884.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -741902.312500 Penalty: 4337.661133
	Iteration 29Q: 3 clusters Score -741902.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -741912.937500 Penalty: 4337.661133
	Iteration 30Q: 3 clusters Score -741912.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -741921.500000 Penalty: 4337.661133
	Iteration 31Q: 3 clusters Score -741921.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -741932.937500 Penalty: 4337.661133
	Iteration 32Q: 3 clusters Score -741932.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -741946.750000 Penalty: 4337.661133
	Iteration 33Q: 3 clusters Score -741946.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -741959.125000 Penalty: 4337.661133
	Iteration 34Q: 3 clusters Score -741959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -741967.125000 Penalty: 4337.661133
	Iteration 35Q: 3 clusters Score -741967.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -741968.625000 Penalty: 4337.661133
	Iteration 36Q: 3 clusters Score -741968.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -741972.812500 Penalty: 4337.661133
	Iteration 37Q: 3 clusters Score -741972.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -741976.312500 Penalty: 4337.661133
	Iteration 38Q: 3 clusters Score -741976.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -741980.250000 Penalty: 4337.661133
	Iteration 39Q: 3 clusters Score -741980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -741982.312500 Penalty: 4337.661133
	Iteration 40F: 3 clusters Score -741982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -741983.812500 Penalty: 4337.661133
	Iteration 41Q: 3 clusters Score -741983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -741984.000000 Penalty: 4337.661133
	Iteration 42Q: 3 clusters Score -741984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -741987.625000 Penalty: 4337.661133
	Iteration 43Q: 3 clusters Score -741987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -741991.375000 Penalty: 4337.661133
	Iteration 44Q: 3 clusters Score -741991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -741995.125000 Penalty: 4337.661133
	Iteration 45Q: 3 clusters Score -741995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -741996.312500 Penalty: 4337.661133
	Iteration 46Q: 3 clusters Score -741996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -741999.937500 Penalty: 4337.661133
	Iteration 47Q: 3 clusters Score -741999.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -742004.562500 Penalty: 4337.661133
	Iteration 48Q: 3 clusters Score -742004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -742008.062500 Penalty: 4337.661133
	Iteration 49Q: 3 clusters Score -742008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -742011.687500 Penalty: 4337.661133
	Iteration 50Q: 3 clusters Score -742011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -742019.000000 Penalty: 4337.661133
	Iteration 51Q: 3 clusters Score -742019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -742023.687500 Penalty: 4337.661133
	Iteration 52Q: 3 clusters Score -742023.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -742026.562500 Penalty: 4337.661133
	Iteration 53Q: 3 clusters Score -742026.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -742030.250000 Penalty: 4337.661133
	Iteration 54Q: 3 clusters Score -742030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -742033.125000 Penalty: 4337.661133
	Iteration 55Q: 3 clusters Score -742033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -742035.375000 Penalty: 4337.661133
	Iteration 56Q: 3 clusters Score -742035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -742038.875000 Penalty: 4337.661133
	Iteration 57Q: 3 clusters Score -742038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -742038.125000 Penalty: 4337.661133
	Iteration 58Q: 3 clusters Score -742038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -742038.750000 Penalty: 4337.661133
	Iteration 59Q: 3 clusters Score -742038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -742038.750000 Penalty: 4337.661133
	Iteration 60F: 3 clusters Score -742038.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Entering Unmasked Estep 
Score: -11120130.000000 Penalty: 2842.132080
	Iteration 0F: 2 clusters Score -1.112013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -11056673.000000 Penalty: 5684.264160
	Iteration 0F: 3 clusters Score -1.105667e+07 nChanged 44849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -11083244.000000 Penalty: 5684.264160
	Iteration 1F: 3 clusters Score -1.108324e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -11084917.000000 Penalty: 5684.264160
	Iteration 2Q: 3 clusters Score -1.108492e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -11087577.000000 Penalty: 5684.264160
	Iteration 3F: 3 clusters Score -1.108758e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -11091356.000000 Penalty: 5684.264160
	Iteration 4F: 3 clusters Score -1.109136e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -11095999.000000 Penalty: 5684.264160
	Iteration 5F: 3 clusters Score -1.1096e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -11101348.000000 Penalty: 5684.264160
	Iteration 6F: 3 clusters Score -1.110135e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -11106088.000000 Penalty: 5684.264160
	Iteration 7F: 3 clusters Score -1.110609e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -11110168.000000 Penalty: 5684.264160
	Iteration 8F: 3 clusters Score -1.111017e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -11113379.000000 Penalty: 5684.264160
	Iteration 9Q: 3 clusters Score -1.111338e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -11115316.000000 Penalty: 5684.264160
	Iteration 10Q: 3 clusters Score -1.111532e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92161 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -11116443.000000 Penalty: 5684.264160
	Iteration 11Q: 3 clusters Score -1.111644e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93031 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11117037.000000 Penalty: 5684.264160
	Iteration 12Q: 3 clusters Score -1.111704e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11117334.000000 Penalty: 5684.264160
	Iteration 13Q: 3 clusters Score -1.111733e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11117503.000000 Penalty: 5684.264160
	Iteration 14Q: 3 clusters Score -1.11175e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11117624.000000 Penalty: 5684.264160
	Iteration 15Q: 3 clusters Score -1.111762e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11117694.000000 Penalty: 5684.264160
	Iteration 16Q: 3 clusters Score -1.111769e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11117738.000000 Penalty: 5684.264160
	Iteration 17Q: 3 clusters Score -1.111774e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11117784.000000 Penalty: 5684.264160
	Iteration 18Q: 3 clusters Score -1.111778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94136 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11117793.000000 Penalty: 5684.264160
	Iteration 19Q: 3 clusters Score -1.111779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94157 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11117810.000000 Penalty: 5684.264160
	Iteration 20F: 3 clusters Score -1.111781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94169 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11117820.000000 Penalty: 5684.264160
	Iteration 21Q: 3 clusters Score -1.111782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -11117815.000000 Penalty: 5684.264160
	Iteration 22Q: 3 clusters Score -1.111782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11117829.000000 Penalty: 5684.264160
	Iteration 23Q: 3 clusters Score -1.111783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11117831.000000 Penalty: 5684.264160
	Iteration 24Q: 3 clusters Score -1.111783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11117827.000000 Penalty: 5684.264160
	Iteration 25Q: 3 clusters Score -1.111783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94212 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11117838.000000 Penalty: 5684.264160
	Iteration 26Q: 3 clusters Score -1.111784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94221 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11117850.000000 Penalty: 5684.264160
	Iteration 27Q: 3 clusters Score -1.111785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11117860.000000 Penalty: 5684.264160
	Iteration 28Q: 3 clusters Score -1.111786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94236 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -11117866.000000 Penalty: 5684.264160
	Iteration 29Q: 3 clusters Score -1.111787e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11117872.000000 Penalty: 5684.264160
	Iteration 30Q: 3 clusters Score -1.111787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -11117877.000000 Penalty: 5684.264160
	Iteration 31Q: 3 clusters Score -1.111788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11117876.000000 Penalty: 5684.264160
	Iteration 32Q: 3 clusters Score -1.111788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11117875.000000 Penalty: 5684.264160
	Iteration 33Q: 3 clusters Score -1.111788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11117885.000000 Penalty: 5684.264160
	Iteration 34Q: 3 clusters Score -1.111788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11117874.000000 Penalty: 5684.264160
	Iteration 35Q: 3 clusters Score -1.111787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11117894.000000 Penalty: 5684.264160
	Iteration 36Q: 3 clusters Score -1.111789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11117900.000000 Penalty: 5684.264160
	Iteration 37Q: 3 clusters Score -1.11179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11117892.000000 Penalty: 5684.264160
	Iteration 38Q: 3 clusters Score -1.111789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11117899.000000 Penalty: 5684.264160
	Iteration 39Q: 3 clusters Score -1.11179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94268 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11117913.000000 Penalty: 5684.264160
	Iteration 40F: 3 clusters Score -1.111791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11117910.000000 Penalty: 5684.264160
	Iteration 41Q: 3 clusters Score -1.111791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11117910.000000 Penalty: 5684.264160
	Iteration 42Q: 3 clusters Score -1.111791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94272 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11117907.000000 Penalty: 5684.264160
	Iteration 43Q: 3 clusters Score -1.111791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11117922.000000 Penalty: 5684.264160
	Iteration 44Q: 3 clusters Score -1.111792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11117922.000000 Penalty: 5684.264160
	Iteration 45F: 3 clusters Score -1.111792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -585898.312500 Penalty: 2135.539795
	Iteration 0F: 2 clusters Score -585898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -581086.937500 Penalty: 4271.079590
	Iteration 0F: 3 clusters Score -581086.9 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -582234.312500 Penalty: 4271.079590
	Iteration 1F: 3 clusters Score -582234.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -582446.625000 Penalty: 4271.079590
	Iteration 2F: 3 clusters Score -582446.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -582600.312500 Penalty: 4271.079590
	Iteration 3Q: 3 clusters Score -582600.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -582735.687500 Penalty: 4271.079590
	Iteration 4Q: 3 clusters Score -582735.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -582822.875000 Penalty: 4271.079590
	Iteration 5Q: 3 clusters Score -582822.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -582882.875000 Penalty: 4271.079590
	Iteration 6Q: 3 clusters Score -582882.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -582934.312500 Penalty: 4271.079590
	Iteration 7Q: 3 clusters Score -582934.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -582985.062500 Penalty: 4271.079590
	Iteration 8Q: 3 clusters Score -582985.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -583034.312500 Penalty: 4271.079590
	Iteration 9Q: 3 clusters Score -583034.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -583078.937500 Penalty: 4271.079590
	Iteration 10Q: 3 clusters Score -583078.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -583125.375000 Penalty: 4271.079590
	Iteration 11Q: 3 clusters Score -583125.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -583169.562500 Penalty: 4271.079590
	Iteration 12Q: 3 clusters Score -583169.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -583211.375000 Penalty: 4271.079590
	Iteration 13Q: 3 clusters Score -583211.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -583255.750000 Penalty: 4271.079590
	Iteration 14Q: 3 clusters Score -583255.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -583308.000000 Penalty: 4271.079590
	Iteration 15Q: 3 clusters Score -583308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -583367.562500 Penalty: 4271.079590
	Iteration 16Q: 3 clusters Score -583367.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -583432.625000 Penalty: 4271.079590
	Iteration 17Q: 3 clusters Score -583432.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -583490.687500 Penalty: 4271.079590
	Iteration 18Q: 3 clusters Score -583490.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -583539.250000 Penalty: 4271.079590
	Iteration 19Q: 3 clusters Score -583539.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -583586.312500 Penalty: 4271.079590
	Iteration 20F: 3 clusters Score -583586.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -583636.687500 Penalty: 4271.079590
	Iteration 21Q: 3 clusters Score -583636.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -583682.500000 Penalty: 4271.079590
	Iteration 22Q: 3 clusters Score -583682.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -583730.125000 Penalty: 4271.079590
	Iteration 23Q: 3 clusters Score -583730.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -583777.625000 Penalty: 4271.079590
	Iteration 24Q: 3 clusters Score -583777.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -583830.062500 Penalty: 4271.079590
	Iteration 25Q: 3 clusters Score -583830.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -583877.750000 Penalty: 4271.079590
	Iteration 26Q: 3 clusters Score -583877.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -583925.875000 Penalty: 4271.079590
	Iteration 27Q: 3 clusters Score -583925.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -583963.812500 Penalty: 4271.079590
	Iteration 28Q: 3 clusters Score -583963.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -583994.625000 Penalty: 4271.079590
	Iteration 29Q: 3 clusters Score -583994.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -584026.062500 Penalty: 4271.079590
	Iteration 30Q: 3 clusters Score -584026.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -584050.000000 Penalty: 4271.079590
	Iteration 31Q: 3 clusters Score -584050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -584070.875000 Penalty: 4271.079590
	Iteration 32Q: 3 clusters Score -584070.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -584094.062500 Penalty: 4271.079590
	Iteration 33Q: 3 clusters Score -584094.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -584118.500000 Penalty: 4271.079590
	Iteration 34Q: 3 clusters Score -584118.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -584138.125000 Penalty: 4271.079590
	Iteration 35Q: 3 clusters Score -584138.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -584155.437500 Penalty: 4271.079590
	Iteration 36Q: 3 clusters Score -584155.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -584167.437500 Penalty: 4271.079590
	Iteration 37Q: 3 clusters Score -584167.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -584177.562500 Penalty: 4271.079590
	Iteration 38Q: 3 clusters Score -584177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -584181.625000 Penalty: 4271.079590
	Iteration 39Q: 3 clusters Score -584181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -584185.500000 Penalty: 4271.079590
	Iteration 40F: 3 clusters Score -584185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -584190.125000 Penalty: 4271.079590
	Iteration 41Q: 3 clusters Score -584190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -584194.250000 Penalty: 4271.079590
	Iteration 42Q: 3 clusters Score -584194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -584200.562500 Penalty: 4271.079590
	Iteration 43Q: 3 clusters Score -584200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -584204.875000 Penalty: 4271.079590
	Iteration 44Q: 3 clusters Score -584204.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -584212.125000 Penalty: 4271.079590
	Iteration 45Q: 3 clusters Score -584212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -584219.375000 Penalty: 4271.079590
	Iteration 46Q: 3 clusters Score -584219.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -584223.812500 Penalty: 4271.079590
	Iteration 47Q: 3 clusters Score -584223.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -584229.625000 Penalty: 4271.079590
	Iteration 48Q: 3 clusters Score -584229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -584233.687500 Penalty: 4271.079590
	Iteration 49Q: 3 clusters Score -584233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -584235.750000 Penalty: 4271.079590
	Iteration 50Q: 3 clusters Score -584235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -584238.312500 Penalty: 4271.079590
	Iteration 51Q: 3 clusters Score -584238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -584239.250000 Penalty: 4271.079590
	Iteration 52Q: 3 clusters Score -584239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -584240.812500 Penalty: 4271.079590
	Iteration 53Q: 3 clusters Score -584240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -584241.750000 Penalty: 4271.079590
	Iteration 54Q: 3 clusters Score -584241.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -584241.750000 Penalty: 4271.079590
	Iteration 55F: 3 clusters Score -584241.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Entering Unmasked Estep 
Score: -5132508.000000 Penalty: 2673.810791
	Iteration 0F: 2 clusters Score -5132508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -5100344.000000 Penalty: 5347.621582
	Iteration 0F: 3 clusters Score -5100344 nChanged 22025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -5113578.000000 Penalty: 5347.621582
	Iteration 1F: 3 clusters Score -5113578 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5115182.500000 Penalty: 5347.621582
	Iteration 2F: 3 clusters Score -5115182 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -5116753.500000 Penalty: 5347.621582
	Iteration 3F: 3 clusters Score -5116754 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -5118365.000000 Penalty: 5347.621582
	Iteration 4F: 3 clusters Score -5118365 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -5119931.000000 Penalty: 5347.621582
	Iteration 5F: 3 clusters Score -5119931 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -5121444.500000 Penalty: 5347.621582
	Iteration 6F: 3 clusters Score -5121444 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -5122937.500000 Penalty: 5347.621582
	Iteration 7F: 3 clusters Score -5122938 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -5124550.500000 Penalty: 5347.621582
	Iteration 8Q: 3 clusters Score -5124550 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5126096.500000 Penalty: 5347.621582
	Iteration 9Q: 3 clusters Score -5126096 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5127541.500000 Penalty: 5347.621582
	Iteration 10Q: 3 clusters Score -5127542 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -5128657.000000 Penalty: 5347.621582
	Iteration 11Q: 3 clusters Score -5128657 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5129382.500000 Penalty: 5347.621582
	Iteration 12Q: 3 clusters Score -5129382 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5129796.000000 Penalty: 5347.621582
	Iteration 13Q: 3 clusters Score -5129796 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -5130084.000000 Penalty: 5347.621582
	Iteration 14Q: 3 clusters Score -5130084 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -5130283.500000 Penalty: 5347.621582
	Iteration 15Q: 3 clusters Score -5130284 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -5130433.000000 Penalty: 5347.621582
	Iteration 16Q: 3 clusters Score -5130433 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -5130525.500000 Penalty: 5347.621582
	Iteration 17Q: 3 clusters Score -5130526 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -5130583.000000 Penalty: 5347.621582
	Iteration 18Q: 3 clusters Score -5130583 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -5130650.000000 Penalty: 5347.621582
	Iteration 19Q: 3 clusters Score -5130650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5130695.500000 Penalty: 5347.621582
	Iteration 20F: 3 clusters Score -5130696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -5130733.500000 Penalty: 5347.621582
	Iteration 21Q: 3 clusters Score -5130734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -5130752.500000 Penalty: 5347.621582
	Iteration 22Q: 3 clusters Score -5130752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -5130779.500000 Penalty: 5347.621582
	Iteration 23Q: 3 clusters Score -5130780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -5130789.500000 Penalty: 5347.621582
	Iteration 24Q: 3 clusters Score -5130790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -5130806.000000 Penalty: 5347.621582
	Iteration 25Q: 3 clusters Score -5130806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -5130820.500000 Penalty: 5347.621582
	Iteration 26Q: 3 clusters Score -5130820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -5130821.000000 Penalty: 5347.621582
	Iteration 27Q: 3 clusters Score -5130821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -5130823.000000 Penalty: 5347.621582
	Iteration 28Q: 3 clusters Score -5130823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -5130854.000000 Penalty: 5347.621582
	Iteration 29Q: 3 clusters Score -5130854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -5130859.000000 Penalty: 5347.621582
	Iteration 30Q: 3 clusters Score -5130859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -5130865.000000 Penalty: 5347.621582
	Iteration 31Q: 3 clusters Score -5130865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -5130862.500000 Penalty: 5347.621582
	Iteration 32Q: 3 clusters Score -5130862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -5130868.000000 Penalty: 5347.621582
	Iteration 33Q: 3 clusters Score -5130868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -5130875.500000 Penalty: 5347.621582
	Iteration 34Q: 3 clusters Score -5130876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -5130879.500000 Penalty: 5347.621582
	Iteration 35Q: 3 clusters Score -5130880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -5130877.000000 Penalty: 5347.621582
	Iteration 36Q: 3 clusters Score -5130877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -5130877.000000 Penalty: 5347.621582
	Iteration 37F: 3 clusters Score -5130877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Entering Unmasked Estep 
Score: -2592664.750000 Penalty: 2484.126221
	Iteration 0F: 2 clusters Score -2592665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2577046.000000 Penalty: 4968.252441
	Iteration 0F: 3 clusters Score -2577046 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2582550.750000 Penalty: 4968.252441
	Iteration 1F: 3 clusters Score -2582551 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -2583243.000000 Penalty: 4968.252441
	Iteration 2F: 3 clusters Score -2583243 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2584122.750000 Penalty: 4968.252441
	Iteration 3F: 3 clusters Score -2584123 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2585112.750000 Penalty: 4968.252441
	Iteration 4F: 3 clusters Score -2585113 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2586142.750000 Penalty: 4968.252441
	Iteration 5F: 3 clusters Score -2586143 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2587087.500000 Penalty: 4968.252441
	Iteration 6F: 3 clusters Score -2587088 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2587863.000000 Penalty: 4968.252441
	Iteration 7Q: 3 clusters Score -2587863 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2588456.000000 Penalty: 4968.252441
	Iteration 8Q: 3 clusters Score -2588456 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2588935.000000 Penalty: 4968.252441
	Iteration 9Q: 3 clusters Score -2588935 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2589386.250000 Penalty: 4968.252441
	Iteration 10Q: 3 clusters Score -2589386 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2589752.000000 Penalty: 4968.252441
	Iteration 11Q: 3 clusters Score -2589752 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2590074.250000 Penalty: 4968.252441
	Iteration 12Q: 3 clusters Score -2590074 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2590350.000000 Penalty: 4968.252441
	Iteration 13Q: 3 clusters Score -2590350 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2590599.500000 Penalty: 4968.252441
	Iteration 14Q: 3 clusters Score -2590600 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2590777.250000 Penalty: 4968.252441
	Iteration 15Q: 3 clusters Score -2590777 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2590907.750000 Penalty: 4968.252441
	Iteration 16Q: 3 clusters Score -2590908 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2590985.250000 Penalty: 4968.252441
	Iteration 17Q: 3 clusters Score -2590985 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2591042.750000 Penalty: 4968.252441
	Iteration 18Q: 3 clusters Score -2591043 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2591094.750000 Penalty: 4968.252441
	Iteration 19Q: 3 clusters Score -2591095 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2591130.250000 Penalty: 4968.252441
	Iteration 20F: 3 clusters Score -2591130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -2591163.750000 Penalty: 4968.252441
	Iteration 21Q: 3 clusters Score -2591164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2591195.500000 Penalty: 4968.252441
	Iteration 22Q: 3 clusters Score -2591196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2591229.750000 Penalty: 4968.252441
	Iteration 23Q: 3 clusters Score -2591230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2591247.250000 Penalty: 4968.252441
	Iteration 24Q: 3 clusters Score -2591247 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2591268.250000 Penalty: 4968.252441
	Iteration 25Q: 3 clusters Score -2591268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2591269.500000 Penalty: 4968.252441
	Iteration 26Q: 3 clusters Score -2591270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2591285.750000 Penalty: 4968.252441
	Iteration 27Q: 3 clusters Score -2591286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2591296.000000 Penalty: 4968.252441
	Iteration 28Q: 3 clusters Score -2591296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2591299.500000 Penalty: 4968.252441
	Iteration 29Q: 3 clusters Score -2591300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2591303.000000 Penalty: 4968.252441
	Iteration 30Q: 3 clusters Score -2591303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2591311.000000 Penalty: 4968.252441
	Iteration 31Q: 3 clusters Score -2591311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2591308.000000 Penalty: 4968.252441
	Iteration 32Q: 3 clusters Score -2591308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2591310.500000 Penalty: 4968.252441
	Iteration 33Q: 3 clusters Score -2591310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2591319.750000 Penalty: 4968.252441
	Iteration 34Q: 3 clusters Score -2591320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2591316.000000 Penalty: 4968.252441
	Iteration 35Q: 3 clusters Score -2591316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2591321.250000 Penalty: 4968.252441
	Iteration 36Q: 3 clusters Score -2591321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2591317.500000 Penalty: 4968.252441
	Iteration 37Q: 3 clusters Score -2591318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2591319.250000 Penalty: 4968.252441
	Iteration 38Q: 3 clusters Score -2591319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2591320.500000 Penalty: 4968.252441
	Iteration 39Q: 3 clusters Score -2591320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2591320.750000 Penalty: 4968.252441
	Iteration 40F: 3 clusters Score -2591321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2591323.500000 Penalty: 4968.252441
	Iteration 41Q: 3 clusters Score -2591324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2591325.000000 Penalty: 4968.252441
	Iteration 42Q: 3 clusters Score -2591325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -2591324.000000 Penalty: 4968.252441
	Iteration 43Q: 3 clusters Score -2591324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2591323.000000 Penalty: 4968.252441
	Iteration 44Q: 3 clusters Score -2591323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2591321.750000 Penalty: 4968.252441
	Iteration 45Q: 3 clusters Score -2591322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2591322.500000 Penalty: 4968.252441
	Iteration 46Q: 3 clusters Score -2591322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2591322.250000 Penalty: 4968.252441
	Iteration 47Q: 3 clusters Score -2591322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2591322.250000 Penalty: 4968.252441
	Iteration 48F: 3 clusters Score -2591322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Entering Unmasked Estep 
Score: -2308524.750000 Penalty: 2451.143311
	Iteration 0F: 2 clusters Score -2308525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2294686.000000 Penalty: 4902.286621
	Iteration 0F: 3 clusters Score -2294686 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2299449.250000 Penalty: 4902.286621
	Iteration 1F: 3 clusters Score -2299449 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2299852.750000 Penalty: 4902.286621
	Iteration 2F: 3 clusters Score -2299853 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2300175.000000 Penalty: 4902.286621
	Iteration 3Q: 3 clusters Score -2300175 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2300449.750000 Penalty: 4902.286621
	Iteration 4Q: 3 clusters Score -2300450 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2300689.000000 Penalty: 4902.286621
	Iteration 5Q: 3 clusters Score -2300689 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2300946.250000 Penalty: 4902.286621
	Iteration 6Q: 3 clusters Score -2300946 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2301236.500000 Penalty: 4902.286621
	Iteration 7Q: 3 clusters Score -2301236 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2301626.000000 Penalty: 4902.286621
	Iteration 8Q: 3 clusters Score -2301626 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2302118.000000 Penalty: 4902.286621
	Iteration 9Q: 3 clusters Score -2302118 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2302623.500000 Penalty: 4902.286621
	Iteration 10Q: 3 clusters Score -2302624 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2303157.000000 Penalty: 4902.286621
	Iteration 11Q: 3 clusters Score -2303157 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2303681.250000 Penalty: 4902.286621
	Iteration 12Q: 3 clusters Score -2303681 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2304189.000000 Penalty: 4902.286621
	Iteration 13Q: 3 clusters Score -2304189 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2304649.500000 Penalty: 4902.286621
	Iteration 14Q: 3 clusters Score -2304650 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2305012.000000 Penalty: 4902.286621
	Iteration 15Q: 3 clusters Score -2305012 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2305315.750000 Penalty: 4902.286621
	Iteration 16Q: 3 clusters Score -2305316 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2305537.000000 Penalty: 4902.286621
	Iteration 17Q: 3 clusters Score -2305537 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2305707.250000 Penalty: 4902.286621
	Iteration 18Q: 3 clusters Score -2305707 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2305822.750000 Penalty: 4902.286621
	Iteration 19Q: 3 clusters Score -2305823 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2305933.250000 Penalty: 4902.286621
	Iteration 20F: 3 clusters Score -2305933 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2306006.750000 Penalty: 4902.286621
	Iteration 21Q: 3 clusters Score -2306007 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2306074.000000 Penalty: 4902.286621
	Iteration 22Q: 3 clusters Score -2306074 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2306132.500000 Penalty: 4902.286621
	Iteration 23Q: 3 clusters Score -2306132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2306172.250000 Penalty: 4902.286621
	Iteration 24Q: 3 clusters Score -2306172 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2306223.000000 Penalty: 4902.286621
	Iteration 25Q: 3 clusters Score -2306223 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2306262.000000 Penalty: 4902.286621
	Iteration 26Q: 3 clusters Score -2306262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2306293.750000 Penalty: 4902.286621
	Iteration 27Q: 3 clusters Score -2306294 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2306329.750000 Penalty: 4902.286621
	Iteration 28Q: 3 clusters Score -2306330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2306367.500000 Penalty: 4902.286621
	Iteration 29Q: 3 clusters Score -2306368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2306394.500000 Penalty: 4902.286621
	Iteration 30Q: 3 clusters Score -2306394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2306411.750000 Penalty: 4902.286621
	Iteration 31Q: 3 clusters Score -2306412 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2306431.750000 Penalty: 4902.286621
	Iteration 32Q: 3 clusters Score -2306432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2306445.750000 Penalty: 4902.286621
	Iteration 33Q: 3 clusters Score -2306446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2306464.750000 Penalty: 4902.286621
	Iteration 34Q: 3 clusters Score -2306465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2306471.000000 Penalty: 4902.286621
	Iteration 35Q: 3 clusters Score -2306471 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2306485.250000 Penalty: 4902.286621
	Iteration 36Q: 3 clusters Score -2306485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2306492.750000 Penalty: 4902.286621
	Iteration 37Q: 3 clusters Score -2306493 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2306503.250000 Penalty: 4902.286621
	Iteration 38Q: 3 clusters Score -2306503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2306521.000000 Penalty: 4902.286621
	Iteration 39Q: 3 clusters Score -2306521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2306536.500000 Penalty: 4902.286621
	Iteration 40F: 3 clusters Score -2306536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2306547.000000 Penalty: 4902.286621
	Iteration 41Q: 3 clusters Score -2306547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2306555.250000 Penalty: 4902.286621
	Iteration 42Q: 3 clusters Score -2306555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2306564.500000 Penalty: 4902.286621
	Iteration 43Q: 3 clusters Score -2306564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2306572.750000 Penalty: 4902.286621
	Iteration 44Q: 3 clusters Score -2306573 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2306578.500000 Penalty: 4902.286621
	Iteration 45Q: 3 clusters Score -2306578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2306588.500000 Penalty: 4902.286621
	Iteration 46Q: 3 clusters Score -2306588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2306599.250000 Penalty: 4902.286621
	Iteration 47Q: 3 clusters Score -2306599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2306607.000000 Penalty: 4902.286621
	Iteration 48Q: 3 clusters Score -2306607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2306614.250000 Penalty: 4902.286621
	Iteration 49Q: 3 clusters Score -2306614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2306623.750000 Penalty: 4902.286621
	Iteration 50Q: 3 clusters Score -2306624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2306636.000000 Penalty: 4902.286621
	Iteration 51Q: 3 clusters Score -2306636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2306646.250000 Penalty: 4902.286621
	Iteration 52Q: 3 clusters Score -2306646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2306646.000000 Penalty: 4902.286621
	Iteration 53Q: 3 clusters Score -2306646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2306658.500000 Penalty: 4902.286621
	Iteration 54Q: 3 clusters Score -2306658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2306657.500000 Penalty: 4902.286621
	Iteration 55Q: 3 clusters Score -2306658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2306661.500000 Penalty: 4902.286621
	Iteration 56Q: 3 clusters Score -2306662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2306663.750000 Penalty: 4902.286621
	Iteration 57Q: 3 clusters Score -2306664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2306672.750000 Penalty: 4902.286621
	Iteration 58Q: 3 clusters Score -2306673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2306672.750000 Penalty: 4902.286621
	Iteration 59Q: 3 clusters Score -2306673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2306678.750000 Penalty: 4902.286621
	Iteration 60F: 3 clusters Score -2306679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2306685.750000 Penalty: 4902.286621
	Iteration 61Q: 3 clusters Score -2306686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2306689.750000 Penalty: 4902.286621
	Iteration 62Q: 3 clusters Score -2306690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2306696.500000 Penalty: 4902.286621
	Iteration 63Q: 3 clusters Score -2306696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2306706.500000 Penalty: 4902.286621
	Iteration 64Q: 3 clusters Score -2306706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2306713.750000 Penalty: 4902.286621
	Iteration 65Q: 3 clusters Score -2306714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2306714.250000 Penalty: 4902.286621
	Iteration 66Q: 3 clusters Score -2306714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2306718.750000 Penalty: 4902.286621
	Iteration 67Q: 3 clusters Score -2306719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2306714.750000 Penalty: 4902.286621
	Iteration 68Q: 3 clusters Score -2306715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2306717.000000 Penalty: 4902.286621
	Iteration 69Q: 3 clusters Score -2306717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2306718.000000 Penalty: 4902.286621
	Iteration 70Q: 3 clusters Score -2306718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2306723.000000 Penalty: 4902.286621
	Iteration 71Q: 3 clusters Score -2306723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2306727.000000 Penalty: 4902.286621
	Iteration 72Q: 3 clusters Score -2306727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2306724.500000 Penalty: 4902.286621
	Iteration 73Q: 3 clusters Score -2306724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2306725.500000 Penalty: 4902.286621
	Iteration 74Q: 3 clusters Score -2306726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2306725.500000 Penalty: 4902.286621
	Iteration 75F: 3 clusters Score -2306726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -110752.015625 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -110752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -108792.843750 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -108792.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109152.007812 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -109152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109317.015625 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -109317 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -109428.734375 Penalty: 3464.419434
	Iteration 3F: 3 clusters Score -109428.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -109530.609375 Penalty: 3464.419434
	Iteration 4F: 3 clusters Score -109530.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -109653.375000 Penalty: 3464.419434
	Iteration 5F: 3 clusters Score -109653.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -109774.437500 Penalty: 3464.419434
	Iteration 6F: 3 clusters Score -109774.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -109883.218750 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -109883.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109986.625000 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -109986.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110072.023438 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -110072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -110132.523438 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -110132.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110249.984375 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -110250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -110349.187500 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -110349.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -110472.414062 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -110472.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -110569.468750 Penalty: 3464.419434
	Iteration 14Q: 3 clusters Score -110569.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -110672.468750 Penalty: 3464.419434
	Iteration 15Q: 3 clusters Score -110672.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -110824.289062 Penalty: 3464.419434
	Iteration 16Q: 3 clusters Score -110824.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -111040.062500 Penalty: 3464.419434
	Iteration 17Q: 3 clusters Score -111040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -111301.382812 Penalty: 3464.419434
	Iteration 18Q: 3 clusters Score -111301.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -111570.171875 Penalty: 3464.419434
	Iteration 19Q: 3 clusters Score -111570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -111570.171875 Penalty: 3464.419434
	Iteration 20F: 3 clusters Score -111570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 94865 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 48122 members 
Mstep: Class 6 contains 22396 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 254101 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 155414 members 
Mstep: Class 12 contains 22977 members 
Mstep: Class 13 contains 33186 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 21255 members 
Mstep: Class 18 contains 15840 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 59967 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7832 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177197 members 
Mstep: Class 27 contains 22917 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 191990 members 
Mstep: Class 31 contains 175351 members 
Mstep: Class 32 contains 17308 members 
Mstep: Class 33 contains 36377 members 
Mstep: Class 34 contains 91195 members 
Mstep: Class 35 contains 135117 members 
Mstep: Class 36 contains 17362 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 75589 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 716 members 
Entering Unmasked Estep 
Score: -225981120.000000 Penalty: 147590.875000
Splitting cluster 8 changes total score from -225982416.000000 to -225981120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (254101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254101 members 
Entering Unmasked Estep 
Score: -29688756.000000 Penalty: 3086.480713
	Iteration 0F: 2 clusters Score -2.968876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 127253 members 
Entering Unmasked Estep 
Score: -29536844.000000 Penalty: 6172.961426
	Iteration 0F: 3 clusters Score -2.953684e+07 nChanged 122639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122223 members 
Mstep: Class 2 contains 131878 members 
Entering Unmasked Estep 
Score: -29609102.000000 Penalty: 6172.961426
	Iteration 1F: 3 clusters Score -2.96091e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 134671 members 
Entering Unmasked Estep 
Score: -29611122.000000 Penalty: 6172.961426
	Iteration 2Q: 3 clusters Score -2.961112e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114911 members 
Mstep: Class 2 contains 139190 members 
Entering Unmasked Estep 
Score: -29613780.000000 Penalty: 6172.961426
	Iteration 3Q: 3 clusters Score -2.961378e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 146350 members 
Entering Unmasked Estep 
Score: -29618098.000000 Penalty: 6172.961426
	Iteration 4Q: 3 clusters Score -2.96181e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -29624838.000000 Penalty: 6172.961426
	Iteration 5F: 3 clusters Score -2.962484e+07 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -29634736.000000 Penalty: 6172.961426
	Iteration 6F: 3 clusters Score -2.963474e+07 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 187774 members 
Entering Unmasked Estep 
Score: -29646824.000000 Penalty: 6172.961426
	Iteration 7F: 3 clusters Score -2.964682e+07 nChanged 16902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 203140 members 
Entering Unmasked Estep 
Score: -29658676.000000 Penalty: 6172.961426
	Iteration 8F: 3 clusters Score -2.965868e+07 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 214614 members 
Entering Unmasked Estep 
Score: -29668480.000000 Penalty: 6172.961426
	Iteration 9F: 3 clusters Score -2.966848e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 221420 members 
Entering Unmasked Estep 
Score: -29674218.000000 Penalty: 6172.961426
	Iteration 10Q: 3 clusters Score -2.967422e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 225476 members 
Entering Unmasked Estep 
Score: -29677284.000000 Penalty: 6172.961426
	Iteration 11Q: 3 clusters Score -2.967728e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 228476 members 
Entering Unmasked Estep 
Score: -29678690.000000 Penalty: 6172.961426
	Iteration 12Q: 3 clusters Score -2.967869e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 231124 members 
Entering Unmasked Estep 
Score: -29680042.000000 Penalty: 6172.961426
	Iteration 13Q: 3 clusters Score -2.968004e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 233476 members 
Entering Unmasked Estep 
Score: -29680908.000000 Penalty: 6172.961426
	Iteration 14Q: 3 clusters Score -2.968091e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 235578 members 
Entering Unmasked Estep 
Score: -29681792.000000 Penalty: 6172.961426
	Iteration 15Q: 3 clusters Score -2.968179e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 237540 members 
Entering Unmasked Estep 
Score: -29682702.000000 Penalty: 6172.961426
	Iteration 16Q: 3 clusters Score -2.96827e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 239325 members 
Entering Unmasked Estep 
Score: -29683496.000000 Penalty: 6172.961426
	Iteration 17Q: 3 clusters Score -2.96835e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 240984 members 
Entering Unmasked Estep 
Score: -29684100.000000 Penalty: 6172.961426
	Iteration 18Q: 3 clusters Score -2.96841e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 242474 members 
Entering Unmasked Estep 
Score: -29684744.000000 Penalty: 6172.961426
	Iteration 19Q: 3 clusters Score -2.968474e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 243828 members 
Entering Unmasked Estep 
Score: -29685246.000000 Penalty: 6172.961426
	Iteration 20F: 3 clusters Score -2.968525e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 244983 members 
Entering Unmasked Estep 
Score: -29685774.000000 Penalty: 6172.961426
	Iteration 21Q: 3 clusters Score -2.968577e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 245984 members 
Entering Unmasked Estep 
Score: -29686246.000000 Penalty: 6172.961426
	Iteration 22Q: 3 clusters Score -2.968625e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 246796 members 
Entering Unmasked Estep 
Score: -29686532.000000 Penalty: 6172.961426
	Iteration 23Q: 3 clusters Score -2.968653e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 247465 members 
Entering Unmasked Estep 
Score: -29686742.000000 Penalty: 6172.961426
	Iteration 24Q: 3 clusters Score -2.968674e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 248068 members 
Entering Unmasked Estep 
Score: -29686954.000000 Penalty: 6172.961426
	Iteration 25Q: 3 clusters Score -2.968695e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 248573 members 
Entering Unmasked Estep 
Score: -29687068.000000 Penalty: 6172.961426
	Iteration 26Q: 3 clusters Score -2.968707e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 249013 members 
Entering Unmasked Estep 
Score: -29687158.000000 Penalty: 6172.961426
	Iteration 27Q: 3 clusters Score -2.968716e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 249373 members 
Entering Unmasked Estep 
Score: -29687240.000000 Penalty: 6172.961426
	Iteration 28Q: 3 clusters Score -2.968724e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 249677 members 
Entering Unmasked Estep 
Score: -29687274.000000 Penalty: 6172.961426
	Iteration 29Q: 3 clusters Score -2.968727e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 249916 members 
Entering Unmasked Estep 
Score: -29687302.000000 Penalty: 6172.961426
	Iteration 30Q: 3 clusters Score -2.96873e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 250116 members 
Entering Unmasked Estep 
Score: -29687352.000000 Penalty: 6172.961426
	Iteration 31Q: 3 clusters Score -2.968735e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 250301 members 
Entering Unmasked Estep 
Score: -29687326.000000 Penalty: 6172.961426
	Iteration 32Q: 3 clusters Score -2.968733e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 250469 members 
Entering Unmasked Estep 
Score: -29687320.000000 Penalty: 6172.961426
	Iteration 33Q: 3 clusters Score -2.968732e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 250619 members 
Entering Unmasked Estep 
Score: -29687360.000000 Penalty: 6172.961426
	Iteration 34Q: 3 clusters Score -2.968736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 250744 members 
Entering Unmasked Estep 
Score: -29687308.000000 Penalty: 6172.961426
	Iteration 35Q: 3 clusters Score -2.968731e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 250846 members 
Entering Unmasked Estep 
Score: -29687358.000000 Penalty: 6172.961426
	Iteration 36Q: 3 clusters Score -2.968736e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 250931 members 
Entering Unmasked Estep 
Score: -29687380.000000 Penalty: 6172.961426
	Iteration 37Q: 3 clusters Score -2.968738e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 251000 members 
Entering Unmasked Estep 
Score: -29687366.000000 Penalty: 6172.961426
	Iteration 38Q: 3 clusters Score -2.968737e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 251062 members 
Entering Unmasked Estep 
Score: -29687378.000000 Penalty: 6172.961426
	Iteration 39Q: 3 clusters Score -2.968738e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 251121 members 
Entering Unmasked Estep 
Score: -29687370.000000 Penalty: 6172.961426
	Iteration 40F: 3 clusters Score -2.968737e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 251176 members 
Entering Unmasked Estep 
Score: -29687400.000000 Penalty: 6172.961426
	Iteration 41Q: 3 clusters Score -2.96874e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 251232 members 
Entering Unmasked Estep 
Score: -29687348.000000 Penalty: 6172.961426
	Iteration 42Q: 3 clusters Score -2.968735e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 251276 members 
Entering Unmasked Estep 
Score: -29687338.000000 Penalty: 6172.961426
	Iteration 43Q: 3 clusters Score -2.968734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 251313 members 
Entering Unmasked Estep 
Score: -29687344.000000 Penalty: 6172.961426
	Iteration 44Q: 3 clusters Score -2.968734e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 251345 members 
Entering Unmasked Estep 
Score: -29687394.000000 Penalty: 6172.961426
	Iteration 45Q: 3 clusters Score -2.968739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 251374 members 
Entering Unmasked Estep 
Score: -29687346.000000 Penalty: 6172.961426
	Iteration 46Q: 3 clusters Score -2.968735e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 251394 members 
Entering Unmasked Estep 
Score: -29687348.000000 Penalty: 6172.961426
	Iteration 47Q: 3 clusters Score -2.968735e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 251410 members 
Entering Unmasked Estep 
Score: -29687320.000000 Penalty: 6172.961426
	Iteration 48Q: 3 clusters Score -2.968732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 251430 members 
Entering Unmasked Estep 
Score: -29687340.000000 Penalty: 6172.961426
	Iteration 49Q: 3 clusters Score -2.968734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 251442 members 
Entering Unmasked Estep 
Score: -29687324.000000 Penalty: 6172.961426
	Iteration 50Q: 3 clusters Score -2.968732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 251451 members 
Entering Unmasked Estep 
Score: -29687302.000000 Penalty: 6172.961426
	Iteration 51Q: 3 clusters Score -2.96873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 251464 members 
Entering Unmasked Estep 
Score: -29687304.000000 Penalty: 6172.961426
	Iteration 52Q: 3 clusters Score -2.96873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 251476 members 
Entering Unmasked Estep 
Score: -29687286.000000 Penalty: 6172.961426
	Iteration 53Q: 3 clusters Score -2.968729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 251490 members 
Entering Unmasked Estep 
Score: -29687300.000000 Penalty: 6172.961426
	Iteration 54Q: 3 clusters Score -2.96873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 251501 members 
Entering Unmasked Estep 
Score: -29687288.000000 Penalty: 6172.961426
	Iteration 55Q: 3 clusters Score -2.968729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 251525 members 
Entering Unmasked Estep 
Score: -29687288.000000 Penalty: 6172.961426
	Iteration 56Q: 3 clusters Score -2.968729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 251549 members 
Entering Unmasked Estep 
Score: -29687288.000000 Penalty: 6172.961426
	Iteration 57Q: 3 clusters Score -2.968729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 251573 members 
Entering Unmasked Estep 
Score: -29687296.000000 Penalty: 6172.961426
	Iteration 58Q: 3 clusters Score -2.96873e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 251595 members 
Entering Unmasked Estep 
Score: -29687286.000000 Penalty: 6172.961426
	Iteration 59Q: 3 clusters Score -2.968729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 251607 members 
Entering Unmasked Estep 
Score: -29687292.000000 Penalty: 6172.961426
	Iteration 60F: 3 clusters Score -2.968729e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 251626 members 
Entering Unmasked Estep 
Score: -29687286.000000 Penalty: 6172.961426
	Iteration 61Q: 3 clusters Score -2.968729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 251637 members 
Entering Unmasked Estep 
Score: -29687284.000000 Penalty: 6172.961426
	Iteration 62Q: 3 clusters Score -2.968728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 251647 members 
Entering Unmasked Estep 
Score: -29687294.000000 Penalty: 6172.961426
	Iteration 63Q: 3 clusters Score -2.968729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 251659 members 
Entering Unmasked Estep 
Score: -29687316.000000 Penalty: 6172.961426
	Iteration 64Q: 3 clusters Score -2.968732e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 251673 members 
Entering Unmasked Estep 
Score: -29687288.000000 Penalty: 6172.961426
	Iteration 65Q: 3 clusters Score -2.968729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 251681 members 
Entering Unmasked Estep 
Score: -29687278.000000 Penalty: 6172.961426
	Iteration 66Q: 3 clusters Score -2.968728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 251696 members 
Entering Unmasked Estep 
Score: -29687268.000000 Penalty: 6172.961426
	Iteration 67Q: 3 clusters Score -2.968727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 251703 members 
Entering Unmasked Estep 
Score: -29687276.000000 Penalty: 6172.961426
	Iteration 68Q: 3 clusters Score -2.968728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 251710 members 
Entering Unmasked Estep 
Score: -29687290.000000 Penalty: 6172.961426
	Iteration 69Q: 3 clusters Score -2.968729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 251713 members 
Entering Unmasked Estep 
Score: -29687294.000000 Penalty: 6172.961426
	Iteration 70Q: 3 clusters Score -2.968729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 251716 members 
Entering Unmasked Estep 
Score: -29687316.000000 Penalty: 6172.961426
	Iteration 71Q: 3 clusters Score -2.968732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 251720 members 
Entering Unmasked Estep 
Score: -29687288.000000 Penalty: 6172.961426
	Iteration 72Q: 3 clusters Score -2.968729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 251721 members 
Entering Unmasked Estep 
Score: -29687294.000000 Penalty: 6172.961426
	Iteration 73Q: 3 clusters Score -2.968729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 251722 members 
Entering Unmasked Estep 
Score: -29687290.000000 Penalty: 6172.961426
	Iteration 74Q: 3 clusters Score -2.968729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 251723 members 
Entering Unmasked Estep 
Score: -29687290.000000 Penalty: 6172.961426
	Iteration 75Q: 3 clusters Score -2.968729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 251725 members 
Entering Unmasked Estep 
Score: -29687314.000000 Penalty: 6172.961426
	Iteration 76Q: 3 clusters Score -2.968731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 251729 members 
Entering Unmasked Estep 
Score: -29687316.000000 Penalty: 6172.961426
	Iteration 77Q: 3 clusters Score -2.968732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 251734 members 
Entering Unmasked Estep 
Score: -29687298.000000 Penalty: 6172.961426
	Iteration 78Q: 3 clusters Score -2.96873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 251739 members 
Entering Unmasked Estep 
Score: -29687320.000000 Penalty: 6172.961426
	Iteration 79Q: 3 clusters Score -2.968732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 251742 members 
Entering Unmasked Estep 
Score: -29687306.000000 Penalty: 6172.961426
	Iteration 80F: 3 clusters Score -2.968731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 251749 members 
Entering Unmasked Estep 
Score: -29687318.000000 Penalty: 6172.961426
	Iteration 81Q: 3 clusters Score -2.968732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 251754 members 
Entering Unmasked Estep 
Score: -29687320.000000 Penalty: 6172.961426
	Iteration 82Q: 3 clusters Score -2.968732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 251764 members 
Entering Unmasked Estep 
Score: -29687304.000000 Penalty: 6172.961426
	Iteration 83Q: 3 clusters Score -2.96873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 251779 members 
Entering Unmasked Estep 
Score: -29687314.000000 Penalty: 6172.961426
	Iteration 84Q: 3 clusters Score -2.968731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 251792 members 
Entering Unmasked Estep 
Score: -29687300.000000 Penalty: 6172.961426
	Iteration 85Q: 3 clusters Score -2.96873e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 251809 members 
Entering Unmasked Estep 
Score: -29687336.000000 Penalty: 6172.961426
	Iteration 86Q: 3 clusters Score -2.968734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 251826 members 
Entering Unmasked Estep 
Score: -29687344.000000 Penalty: 6172.961426
	Iteration 87Q: 3 clusters Score -2.968734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 251835 members 
Entering Unmasked Estep 
Score: -29687358.000000 Penalty: 6172.961426
	Iteration 88Q: 3 clusters Score -2.968736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 251842 members 
Entering Unmasked Estep 
Score: -29687362.000000 Penalty: 6172.961426
	Iteration 89Q: 3 clusters Score -2.968736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 251848 members 
Entering Unmasked Estep 
Score: -29687346.000000 Penalty: 6172.961426
	Iteration 90Q: 3 clusters Score -2.968735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 251854 members 
Entering Unmasked Estep 
Score: -29687342.000000 Penalty: 6172.961426
	Iteration 91Q: 3 clusters Score -2.968734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 251864 members 
Entering Unmasked Estep 
Score: -29687348.000000 Penalty: 6172.961426
	Iteration 92Q: 3 clusters Score -2.968735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 251876 members 
Entering Unmasked Estep 
Score: -29687340.000000 Penalty: 6172.961426
	Iteration 93Q: 3 clusters Score -2.968734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 251884 members 
Entering Unmasked Estep 
Score: -29687322.000000 Penalty: 6172.961426
	Iteration 94Q: 3 clusters Score -2.968732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 251892 members 
Entering Unmasked Estep 
Score: -29687294.000000 Penalty: 6172.961426
	Iteration 95Q: 3 clusters Score -2.968729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 251904 members 
Entering Unmasked Estep 
Score: -29687290.000000 Penalty: 6172.961426
	Iteration 96Q: 3 clusters Score -2.968729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 251907 members 
Entering Unmasked Estep 
Score: -29687304.000000 Penalty: 6172.961426
	Iteration 97Q: 3 clusters Score -2.96873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 251912 members 
Entering Unmasked Estep 
Score: -29687308.000000 Penalty: 6172.961426
	Iteration 98Q: 3 clusters Score -2.968731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 251917 members 
Entering Unmasked Estep 
Score: -29687294.000000 Penalty: 6172.961426
	Iteration 99Q: 3 clusters Score -2.968729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 251924 members 
Entering Unmasked Estep 
Score: -29687280.000000 Penalty: 6172.961426
	Iteration 100F: 3 clusters Score -2.968728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 251928 members 
Entering Unmasked Estep 
Score: -29687282.000000 Penalty: 6172.961426
	Iteration 101Q: 3 clusters Score -2.968728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 251937 members 
Entering Unmasked Estep 
Score: -29687274.000000 Penalty: 6172.961426
	Iteration 102Q: 3 clusters Score -2.968727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 251945 members 
Entering Unmasked Estep 
Score: -29687278.000000 Penalty: 6172.961426
	Iteration 103Q: 3 clusters Score -2.968728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 251950 members 
Entering Unmasked Estep 
Score: -29687290.000000 Penalty: 6172.961426
	Iteration 104Q: 3 clusters Score -2.968729e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 251959 members 
Entering Unmasked Estep 
Score: -29687294.000000 Penalty: 6172.961426
	Iteration 105Q: 3 clusters Score -2.968729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 251965 members 
Entering Unmasked Estep 
Score: -29687286.000000 Penalty: 6172.961426
	Iteration 106Q: 3 clusters Score -2.968729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 251973 members 
Entering Unmasked Estep 
Score: -29687272.000000 Penalty: 6172.961426
	Iteration 107Q: 3 clusters Score -2.968727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 251987 members 
Entering Unmasked Estep 
Score: -29687256.000000 Penalty: 6172.961426
	Iteration 108Q: 3 clusters Score -2.968726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 251992 members 
Entering Unmasked Estep 
Score: -29687264.000000 Penalty: 6172.961426
	Iteration 109Q: 3 clusters Score -2.968726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 252003 members 
Entering Unmasked Estep 
Score: -29687276.000000 Penalty: 6172.961426
	Iteration 110Q: 3 clusters Score -2.968728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 252016 members 
Entering Unmasked Estep 
Score: -29687266.000000 Penalty: 6172.961426
	Iteration 111Q: 3 clusters Score -2.968727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 252026 members 
Entering Unmasked Estep 
Score: -29687270.000000 Penalty: 6172.961426
	Iteration 112Q: 3 clusters Score -2.968727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 252035 members 
Entering Unmasked Estep 
Score: -29687280.000000 Penalty: 6172.961426
	Iteration 113Q: 3 clusters Score -2.968728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 252042 members 
Entering Unmasked Estep 
Score: -29687282.000000 Penalty: 6172.961426
	Iteration 114Q: 3 clusters Score -2.968728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 252044 members 
Entering Unmasked Estep 
Score: -29687304.000000 Penalty: 6172.961426
	Iteration 115Q: 3 clusters Score -2.96873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 252046 members 
Entering Unmasked Estep 
Score: -29687314.000000 Penalty: 6172.961426
	Iteration 116Q: 3 clusters Score -2.968731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 252052 members 
Entering Unmasked Estep 
Score: -29687298.000000 Penalty: 6172.961426
	Iteration 117Q: 3 clusters Score -2.96873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 252056 members 
Entering Unmasked Estep 
Score: -29687300.000000 Penalty: 6172.961426
	Iteration 118Q: 3 clusters Score -2.96873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 252062 members 
Entering Unmasked Estep 
Score: -29687278.000000 Penalty: 6172.961426
	Iteration 119Q: 3 clusters Score -2.968728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 252070 members 
Entering Unmasked Estep 
Score: -29687286.000000 Penalty: 6172.961426
	Iteration 120F: 3 clusters Score -2.968729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 252076 members 
Entering Unmasked Estep 
Score: -29687266.000000 Penalty: 6172.961426
	Iteration 121Q: 3 clusters Score -2.968727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 252077 members 
Entering Unmasked Estep 
Score: -29687274.000000 Penalty: 6172.961426
	Iteration 122Q: 3 clusters Score -2.968727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 252079 members 
Entering Unmasked Estep 
Score: -29687276.000000 Penalty: 6172.961426
	Iteration 123Q: 3 clusters Score -2.968728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 252082 members 
Entering Unmasked Estep 
Score: -29687272.000000 Penalty: 6172.961426
	Iteration 124Q: 3 clusters Score -2.968727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 252084 members 
Entering Unmasked Estep 
Score: -29687260.000000 Penalty: 6172.961426
	Iteration 125Q: 3 clusters Score -2.968726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 252083 members 
Entering Unmasked Estep 
Score: -29687260.000000 Penalty: 6172.961426
	Iteration 126Q: 3 clusters Score -2.968726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 252084 members 
Entering Unmasked Estep 
Score: -29687260.000000 Penalty: 6172.961426
	Iteration 127Q: 3 clusters Score -2.968726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 252084 members 
Entering Unmasked Estep 
Score: -29687260.000000 Penalty: 6172.961426
	Iteration 128F: 3 clusters Score -2.968726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Entering Unmasked Estep 
Score: -577506.875000 Penalty: 2122.800049
	Iteration 0F: 2 clusters Score -577506.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -572822.875000 Penalty: 4245.600098
	Iteration 0F: 3 clusters Score -572822.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -573935.062500 Penalty: 4245.600098
	Iteration 1F: 3 clusters Score -573935.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -574168.187500 Penalty: 4245.600098
	Iteration 2F: 3 clusters Score -574168.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -574328.250000 Penalty: 4245.600098
	Iteration 3F: 3 clusters Score -574328.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -574431.562500 Penalty: 4245.600098
	Iteration 4Q: 3 clusters Score -574431.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -574535.000000 Penalty: 4245.600098
	Iteration 5Q: 3 clusters Score -574535 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -574616.437500 Penalty: 4245.600098
	Iteration 6Q: 3 clusters Score -574616.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -574691.250000 Penalty: 4245.600098
	Iteration 7Q: 3 clusters Score -574691.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -574774.687500 Penalty: 4245.600098
	Iteration 8Q: 3 clusters Score -574774.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -574849.687500 Penalty: 4245.600098
	Iteration 9Q: 3 clusters Score -574849.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -574923.625000 Penalty: 4245.600098
	Iteration 10Q: 3 clusters Score -574923.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -575001.250000 Penalty: 4245.600098
	Iteration 11Q: 3 clusters Score -575001.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -575084.250000 Penalty: 4245.600098
	Iteration 12Q: 3 clusters Score -575084.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -575170.250000 Penalty: 4245.600098
	Iteration 13Q: 3 clusters Score -575170.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -575251.000000 Penalty: 4245.600098
	Iteration 14Q: 3 clusters Score -575251 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -575311.250000 Penalty: 4245.600098
	Iteration 15Q: 3 clusters Score -575311.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -575379.000000 Penalty: 4245.600098
	Iteration 16Q: 3 clusters Score -575379 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -575444.000000 Penalty: 4245.600098
	Iteration 17Q: 3 clusters Score -575444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -575494.875000 Penalty: 4245.600098
	Iteration 18Q: 3 clusters Score -575494.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -575539.000000 Penalty: 4245.600098
	Iteration 19Q: 3 clusters Score -575539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -575577.937500 Penalty: 4245.600098
	Iteration 20F: 3 clusters Score -575577.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -575615.312500 Penalty: 4245.600098
	Iteration 21Q: 3 clusters Score -575615.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -575638.937500 Penalty: 4245.600098
	Iteration 22Q: 3 clusters Score -575638.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -575657.562500 Penalty: 4245.600098
	Iteration 23Q: 3 clusters Score -575657.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -575679.625000 Penalty: 4245.600098
	Iteration 24Q: 3 clusters Score -575679.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -575696.500000 Penalty: 4245.600098
	Iteration 25Q: 3 clusters Score -575696.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -575708.562500 Penalty: 4245.600098
	Iteration 26Q: 3 clusters Score -575708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -575720.937500 Penalty: 4245.600098
	Iteration 27Q: 3 clusters Score -575720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -575731.500000 Penalty: 4245.600098
	Iteration 28Q: 3 clusters Score -575731.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -575741.437500 Penalty: 4245.600098
	Iteration 29Q: 3 clusters Score -575741.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -575749.875000 Penalty: 4245.600098
	Iteration 30Q: 3 clusters Score -575749.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -575754.437500 Penalty: 4245.600098
	Iteration 31Q: 3 clusters Score -575754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -575761.000000 Penalty: 4245.600098
	Iteration 32Q: 3 clusters Score -575761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -575766.812500 Penalty: 4245.600098
	Iteration 33Q: 3 clusters Score -575766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -575772.625000 Penalty: 4245.600098
	Iteration 34Q: 3 clusters Score -575772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -575775.500000 Penalty: 4245.600098
	Iteration 35Q: 3 clusters Score -575775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -575779.875000 Penalty: 4245.600098
	Iteration 36Q: 3 clusters Score -575779.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -575780.250000 Penalty: 4245.600098
	Iteration 37Q: 3 clusters Score -575780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -575780.250000 Penalty: 4245.600098
	Iteration 38F: 3 clusters Score -575780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155414 members 
Entering Unmasked Estep 
Score: -17822398.000000 Penalty: 2964.554199
	Iteration 0F: 2 clusters Score -1.78224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -17718386.000000 Penalty: 5929.108398
	Iteration 0F: 3 clusters Score -1.771839e+07 nChanged 74288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -17761154.000000 Penalty: 5929.108398
	Iteration 1F: 3 clusters Score -1.776115e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -17762098.000000 Penalty: 5929.108398
	Iteration 2Q: 3 clusters Score -1.77621e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -17763146.000000 Penalty: 5929.108398
	Iteration 3Q: 3 clusters Score -1.776315e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -17764436.000000 Penalty: 5929.108398
	Iteration 4Q: 3 clusters Score -1.776444e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -17766070.000000 Penalty: 5929.108398
	Iteration 5Q: 3 clusters Score -1.776607e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90481 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -17768226.000000 Penalty: 5929.108398
	Iteration 6Q: 3 clusters Score -1.776823e+07 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -17771272.000000 Penalty: 5929.108398
	Iteration 7Q: 3 clusters Score -1.777127e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104249 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -17776222.000000 Penalty: 5929.108398
	Iteration 8F: 3 clusters Score -1.777622e+07 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -17783086.000000 Penalty: 5929.108398
	Iteration 9F: 3 clusters Score -1.778309e+07 nChanged 11626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125548 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -17792346.000000 Penalty: 5929.108398
	Iteration 10F: 3 clusters Score -1.779235e+07 nChanged 11435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136965 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -17802724.000000 Penalty: 5929.108398
	Iteration 11F: 3 clusters Score -1.780272e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -17811344.000000 Penalty: 5929.108398
	Iteration 12F: 3 clusters Score -1.781134e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151511 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -17816438.000000 Penalty: 5929.108398
	Iteration 13Q: 3 clusters Score -1.781644e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153856 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -17818530.000000 Penalty: 5929.108398
	Iteration 14Q: 3 clusters Score -1.781853e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -17819308.000000 Penalty: 5929.108398
	Iteration 15Q: 3 clusters Score -1.781931e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -17819554.000000 Penalty: 5929.108398
	Iteration 16Q: 3 clusters Score -1.781955e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -17819668.000000 Penalty: 5929.108398
	Iteration 17Q: 3 clusters Score -1.781967e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155065 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -17819726.000000 Penalty: 5929.108398
	Iteration 18Q: 3 clusters Score -1.781973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155089 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -17819758.000000 Penalty: 5929.108398
	Iteration 19Q: 3 clusters Score -1.781976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -17819780.000000 Penalty: 5929.108398
	Iteration 20F: 3 clusters Score -1.781978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -17819812.000000 Penalty: 5929.108398
	Iteration 21Q: 3 clusters Score -1.781981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -17819828.000000 Penalty: 5929.108398
	Iteration 22Q: 3 clusters Score -1.781983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155137 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -17819836.000000 Penalty: 5929.108398
	Iteration 23Q: 3 clusters Score -1.781984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -17819840.000000 Penalty: 5929.108398
	Iteration 24Q: 3 clusters Score -1.781984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -17819848.000000 Penalty: 5929.108398
	Iteration 25Q: 3 clusters Score -1.781985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -17819850.000000 Penalty: 5929.108398
	Iteration 26Q: 3 clusters Score -1.781985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -17819846.000000 Penalty: 5929.108398
	Iteration 27Q: 3 clusters Score -1.781985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155149 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17819852.000000 Penalty: 5929.108398
	Iteration 28Q: 3 clusters Score -1.781985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -17819862.000000 Penalty: 5929.108398
	Iteration 29Q: 3 clusters Score -1.781986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155152 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17819868.000000 Penalty: 5929.108398
	Iteration 30Q: 3 clusters Score -1.781987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155152 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -17819868.000000 Penalty: 5929.108398
	Iteration 31F: 3 clusters Score -1.781987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Entering Unmasked Estep 
Score: -2641348.500000 Penalty: 2490.477783
	Iteration 0F: 2 clusters Score -2641348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2625464.000000 Penalty: 4980.955566
	Iteration 0F: 3 clusters Score -2625464 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2630868.000000 Penalty: 4980.955566
	Iteration 1F: 3 clusters Score -2630868 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2631343.250000 Penalty: 4980.955566
	Iteration 2F: 3 clusters Score -2631343 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2631708.250000 Penalty: 4980.955566
	Iteration 3Q: 3 clusters Score -2631708 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2632015.500000 Penalty: 4980.955566
	Iteration 4Q: 3 clusters Score -2632016 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2632294.500000 Penalty: 4980.955566
	Iteration 5Q: 3 clusters Score -2632294 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2632598.250000 Penalty: 4980.955566
	Iteration 6Q: 3 clusters Score -2632598 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2632989.500000 Penalty: 4980.955566
	Iteration 7Q: 3 clusters Score -2632990 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2633492.250000 Penalty: 4980.955566
	Iteration 8Q: 3 clusters Score -2633492 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2634123.250000 Penalty: 4980.955566
	Iteration 9Q: 3 clusters Score -2634123 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2634879.500000 Penalty: 4980.955566
	Iteration 10Q: 3 clusters Score -2634880 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2635729.000000 Penalty: 4980.955566
	Iteration 11Q: 3 clusters Score -2635729 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2636591.000000 Penalty: 4980.955566
	Iteration 12Q: 3 clusters Score -2636591 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2637271.250000 Penalty: 4980.955566
	Iteration 13Q: 3 clusters Score -2637271 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2637708.000000 Penalty: 4980.955566
	Iteration 14Q: 3 clusters Score -2637708 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2637932.000000 Penalty: 4980.955566
	Iteration 15Q: 3 clusters Score -2637932 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2638048.500000 Penalty: 4980.955566
	Iteration 16Q: 3 clusters Score -2638048 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2638123.250000 Penalty: 4980.955566
	Iteration 17Q: 3 clusters Score -2638123 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2638186.750000 Penalty: 4980.955566
	Iteration 18Q: 3 clusters Score -2638187 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2638222.000000 Penalty: 4980.955566
	Iteration 19Q: 3 clusters Score -2638222 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2638251.500000 Penalty: 4980.955566
	Iteration 20F: 3 clusters Score -2638252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2638283.250000 Penalty: 4980.955566
	Iteration 21Q: 3 clusters Score -2638283 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2638318.250000 Penalty: 4980.955566
	Iteration 22Q: 3 clusters Score -2638318 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2638326.750000 Penalty: 4980.955566
	Iteration 23Q: 3 clusters Score -2638327 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2638337.500000 Penalty: 4980.955566
	Iteration 24Q: 3 clusters Score -2638338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2638352.750000 Penalty: 4980.955566
	Iteration 25Q: 3 clusters Score -2638353 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2638369.250000 Penalty: 4980.955566
	Iteration 26Q: 3 clusters Score -2638369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2638393.750000 Penalty: 4980.955566
	Iteration 27Q: 3 clusters Score -2638394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2638413.250000 Penalty: 4980.955566
	Iteration 28Q: 3 clusters Score -2638413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2638439.000000 Penalty: 4980.955566
	Iteration 29Q: 3 clusters Score -2638439 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2638458.000000 Penalty: 4980.955566
	Iteration 30Q: 3 clusters Score -2638458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2638490.750000 Penalty: 4980.955566
	Iteration 31Q: 3 clusters Score -2638491 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2638511.750000 Penalty: 4980.955566
	Iteration 32Q: 3 clusters Score -2638512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2638540.750000 Penalty: 4980.955566
	Iteration 33Q: 3 clusters Score -2638541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2638566.250000 Penalty: 4980.955566
	Iteration 34Q: 3 clusters Score -2638566 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2638595.250000 Penalty: 4980.955566
	Iteration 35Q: 3 clusters Score -2638595 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2638624.000000 Penalty: 4980.955566
	Iteration 36Q: 3 clusters Score -2638624 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2638647.250000 Penalty: 4980.955566
	Iteration 37Q: 3 clusters Score -2638647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2638664.500000 Penalty: 4980.955566
	Iteration 38Q: 3 clusters Score -2638664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2638681.750000 Penalty: 4980.955566
	Iteration 39Q: 3 clusters Score -2638682 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2638700.250000 Penalty: 4980.955566
	Iteration 40F: 3 clusters Score -2638700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2638731.250000 Penalty: 4980.955566
	Iteration 41Q: 3 clusters Score -2638731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2638759.750000 Penalty: 4980.955566
	Iteration 42Q: 3 clusters Score -2638760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2638781.500000 Penalty: 4980.955566
	Iteration 43Q: 3 clusters Score -2638782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2638800.750000 Penalty: 4980.955566
	Iteration 44Q: 3 clusters Score -2638801 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2638813.000000 Penalty: 4980.955566
	Iteration 45Q: 3 clusters Score -2638813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -2638822.750000 Penalty: 4980.955566
	Iteration 46Q: 3 clusters Score -2638823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2638832.750000 Penalty: 4980.955566
	Iteration 47Q: 3 clusters Score -2638833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2638832.000000 Penalty: 4980.955566
	Iteration 48Q: 3 clusters Score -2638832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2638838.500000 Penalty: 4980.955566
	Iteration 49Q: 3 clusters Score -2638838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2638840.750000 Penalty: 4980.955566
	Iteration 50Q: 3 clusters Score -2638841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2638845.000000 Penalty: 4980.955566
	Iteration 51Q: 3 clusters Score -2638845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2638840.500000 Penalty: 4980.955566
	Iteration 52Q: 3 clusters Score -2638840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -2638845.500000 Penalty: 4980.955566
	Iteration 53Q: 3 clusters Score -2638846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2638850.500000 Penalty: 4980.955566
	Iteration 54Q: 3 clusters Score -2638850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2638852.750000 Penalty: 4980.955566
	Iteration 55Q: 3 clusters Score -2638853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2638850.250000 Penalty: 4980.955566
	Iteration 56Q: 3 clusters Score -2638850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2638852.250000 Penalty: 4980.955566
	Iteration 57Q: 3 clusters Score -2638852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2638853.250000 Penalty: 4980.955566
	Iteration 58Q: 3 clusters Score -2638853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2638849.000000 Penalty: 4980.955566
	Iteration 59Q: 3 clusters Score -2638849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2638851.000000 Penalty: 4980.955566
	Iteration 60F: 3 clusters Score -2638851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2638855.000000 Penalty: 4980.955566
	Iteration 61Q: 3 clusters Score -2638855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2638851.000000 Penalty: 4980.955566
	Iteration 62Q: 3 clusters Score -2638851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2638851.000000 Penalty: 4980.955566
	Iteration 63Q: 3 clusters Score -2638851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2638854.500000 Penalty: 4980.955566
	Iteration 64Q: 3 clusters Score -2638854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2638858.750000 Penalty: 4980.955566
	Iteration 65Q: 3 clusters Score -2638859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2638862.500000 Penalty: 4980.955566
	Iteration 66Q: 3 clusters Score -2638862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -2638861.000000 Penalty: 4980.955566
	Iteration 67Q: 3 clusters Score -2638861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2638861.000000 Penalty: 4980.955566
	Iteration 68Q: 3 clusters Score -2638861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2638867.250000 Penalty: 4980.955566
	Iteration 69Q: 3 clusters Score -2638867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2638863.250000 Penalty: 4980.955566
	Iteration 70Q: 3 clusters Score -2638863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2638861.000000 Penalty: 4980.955566
	Iteration 71Q: 3 clusters Score -2638861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2638865.000000 Penalty: 4980.955566
	Iteration 72Q: 3 clusters Score -2638865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2638866.500000 Penalty: 4980.955566
	Iteration 73Q: 3 clusters Score -2638866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2638869.500000 Penalty: 4980.955566
	Iteration 74Q: 3 clusters Score -2638870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2638867.000000 Penalty: 4980.955566
	Iteration 75Q: 3 clusters Score -2638867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2638869.250000 Penalty: 4980.955566
	Iteration 76Q: 3 clusters Score -2638869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2638868.750000 Penalty: 4980.955566
	Iteration 77Q: 3 clusters Score -2638869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2638865.000000 Penalty: 4980.955566
	Iteration 78Q: 3 clusters Score -2638865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2638866.500000 Penalty: 4980.955566
	Iteration 79Q: 3 clusters Score -2638866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2638869.250000 Penalty: 4980.955566
	Iteration 80F: 3 clusters Score -2638869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2638877.000000 Penalty: 4980.955566
	Iteration 81Q: 3 clusters Score -2638877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2638880.500000 Penalty: 4980.955566
	Iteration 82Q: 3 clusters Score -2638880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2638881.750000 Penalty: 4980.955566
	Iteration 83Q: 3 clusters Score -2638882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2638884.500000 Penalty: 4980.955566
	Iteration 84Q: 3 clusters Score -2638884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2638890.750000 Penalty: 4980.955566
	Iteration 85Q: 3 clusters Score -2638891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2638896.750000 Penalty: 4980.955566
	Iteration 86Q: 3 clusters Score -2638897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2638898.750000 Penalty: 4980.955566
	Iteration 87Q: 3 clusters Score -2638899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2638901.250000 Penalty: 4980.955566
	Iteration 88Q: 3 clusters Score -2638901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2638896.250000 Penalty: 4980.955566
	Iteration 89Q: 3 clusters Score -2638896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2638898.000000 Penalty: 4980.955566
	Iteration 90Q: 3 clusters Score -2638898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2638900.750000 Penalty: 4980.955566
	Iteration 91Q: 3 clusters Score -2638901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2638895.750000 Penalty: 4980.955566
	Iteration 92Q: 3 clusters Score -2638896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2638902.750000 Penalty: 4980.955566
	Iteration 93Q: 3 clusters Score -2638903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2638900.250000 Penalty: 4980.955566
	Iteration 94Q: 3 clusters Score -2638900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2638903.500000 Penalty: 4980.955566
	Iteration 95Q: 3 clusters Score -2638904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2638907.000000 Penalty: 4980.955566
	Iteration 96Q: 3 clusters Score -2638907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2638907.750000 Penalty: 4980.955566
	Iteration 97Q: 3 clusters Score -2638908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2638908.000000 Penalty: 4980.955566
	Iteration 98Q: 3 clusters Score -2638908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2638909.750000 Penalty: 4980.955566
	Iteration 99Q: 3 clusters Score -2638910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2638910.750000 Penalty: 4980.955566
	Iteration 100F: 3 clusters Score -2638911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2638912.750000 Penalty: 4980.955566
	Iteration 101Q: 3 clusters Score -2638913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2638913.750000 Penalty: 4980.955566
	Iteration 102Q: 3 clusters Score -2638914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2638913.000000 Penalty: 4980.955566
	Iteration 103Q: 3 clusters Score -2638913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2638913.250000 Penalty: 4980.955566
	Iteration 104Q: 3 clusters Score -2638913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2638914.500000 Penalty: 4980.955566
	Iteration 105Q: 3 clusters Score -2638914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2638914.500000 Penalty: 4980.955566
	Iteration 106F: 3 clusters Score -2638914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Entering Unmasked Estep 
Score: -3882342.500000 Penalty: 2581.651123
	Iteration 0F: 2 clusters Score -3882342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -3859762.500000 Penalty: 5163.302246
	Iteration 0F: 3 clusters Score -3859762 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3868284.500000 Penalty: 5163.302246
	Iteration 1F: 3 clusters Score -3868284 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -3868986.500000 Penalty: 5163.302246
	Iteration 2F: 3 clusters Score -3868986 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3869813.000000 Penalty: 5163.302246
	Iteration 3Q: 3 clusters Score -3869813 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3870669.500000 Penalty: 5163.302246
	Iteration 4F: 3 clusters Score -3870670 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3871481.000000 Penalty: 5163.302246
	Iteration 5Q: 3 clusters Score -3871481 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3872204.500000 Penalty: 5163.302246
	Iteration 6Q: 3 clusters Score -3872204 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3872883.000000 Penalty: 5163.302246
	Iteration 7Q: 3 clusters Score -3872883 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3873452.000000 Penalty: 5163.302246
	Iteration 8Q: 3 clusters Score -3873452 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3873985.500000 Penalty: 5163.302246
	Iteration 9Q: 3 clusters Score -3873986 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3874463.000000 Penalty: 5163.302246
	Iteration 10Q: 3 clusters Score -3874463 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3874890.250000 Penalty: 5163.302246
	Iteration 11Q: 3 clusters Score -3874890 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3875269.750000 Penalty: 5163.302246
	Iteration 12Q: 3 clusters Score -3875270 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3875620.250000 Penalty: 5163.302246
	Iteration 13Q: 3 clusters Score -3875620 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3875891.250000 Penalty: 5163.302246
	Iteration 14Q: 3 clusters Score -3875891 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3876096.500000 Penalty: 5163.302246
	Iteration 15Q: 3 clusters Score -3876096 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3876238.000000 Penalty: 5163.302246
	Iteration 16Q: 3 clusters Score -3876238 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -3876353.250000 Penalty: 5163.302246
	Iteration 17Q: 3 clusters Score -3876353 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3876431.000000 Penalty: 5163.302246
	Iteration 18Q: 3 clusters Score -3876431 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -3876503.000000 Penalty: 5163.302246
	Iteration 19Q: 3 clusters Score -3876503 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3876529.500000 Penalty: 5163.302246
	Iteration 20F: 3 clusters Score -3876530 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3876563.250000 Penalty: 5163.302246
	Iteration 21Q: 3 clusters Score -3876563 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3876599.000000 Penalty: 5163.302246
	Iteration 22Q: 3 clusters Score -3876599 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3876631.750000 Penalty: 5163.302246
	Iteration 23Q: 3 clusters Score -3876632 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3876669.000000 Penalty: 5163.302246
	Iteration 24Q: 3 clusters Score -3876669 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3876692.750000 Penalty: 5163.302246
	Iteration 25Q: 3 clusters Score -3876693 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -3876727.250000 Penalty: 5163.302246
	Iteration 26Q: 3 clusters Score -3876727 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3876743.500000 Penalty: 5163.302246
	Iteration 27Q: 3 clusters Score -3876744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3876776.250000 Penalty: 5163.302246
	Iteration 28Q: 3 clusters Score -3876776 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3876807.000000 Penalty: 5163.302246
	Iteration 29Q: 3 clusters Score -3876807 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3876835.000000 Penalty: 5163.302246
	Iteration 30Q: 3 clusters Score -3876835 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3876851.750000 Penalty: 5163.302246
	Iteration 31Q: 3 clusters Score -3876852 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3876904.250000 Penalty: 5163.302246
	Iteration 32Q: 3 clusters Score -3876904 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3876933.000000 Penalty: 5163.302246
	Iteration 33Q: 3 clusters Score -3876933 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3876997.750000 Penalty: 5163.302246
	Iteration 34Q: 3 clusters Score -3876998 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3877057.000000 Penalty: 5163.302246
	Iteration 35Q: 3 clusters Score -3877057 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3877139.250000 Penalty: 5163.302246
	Iteration 36Q: 3 clusters Score -3877139 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3877204.250000 Penalty: 5163.302246
	Iteration 37Q: 3 clusters Score -3877204 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3877272.250000 Penalty: 5163.302246
	Iteration 38Q: 3 clusters Score -3877272 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3877347.750000 Penalty: 5163.302246
	Iteration 39Q: 3 clusters Score -3877348 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -3877426.750000 Penalty: 5163.302246
	Iteration 40F: 3 clusters Score -3877427 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3877517.500000 Penalty: 5163.302246
	Iteration 41Q: 3 clusters Score -3877518 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -3877634.250000 Penalty: 5163.302246
	Iteration 42Q: 3 clusters Score -3877634 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3877768.500000 Penalty: 5163.302246
	Iteration 43Q: 3 clusters Score -3877768 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3877913.750000 Penalty: 5163.302246
	Iteration 44Q: 3 clusters Score -3877914 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -3878115.500000 Penalty: 5163.302246
	Iteration 45Q: 3 clusters Score -3878116 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3878328.750000 Penalty: 5163.302246
	Iteration 46Q: 3 clusters Score -3878329 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3878569.750000 Penalty: 5163.302246
	Iteration 47Q: 3 clusters Score -3878570 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -3878847.750000 Penalty: 5163.302246
	Iteration 48Q: 3 clusters Score -3878848 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3879171.250000 Penalty: 5163.302246
	Iteration 49Q: 3 clusters Score -3879171 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -3879480.250000 Penalty: 5163.302246
	Iteration 50Q: 3 clusters Score -3879480 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -3879740.000000 Penalty: 5163.302246
	Iteration 51Q: 3 clusters Score -3879740 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -3879937.000000 Penalty: 5163.302246
	Iteration 52Q: 3 clusters Score -3879937 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3880039.250000 Penalty: 5163.302246
	Iteration 53Q: 3 clusters Score -3880039 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3880099.250000 Penalty: 5163.302246
	Iteration 54Q: 3 clusters Score -3880099 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -3880159.000000 Penalty: 5163.302246
	Iteration 55Q: 3 clusters Score -3880159 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -3880183.500000 Penalty: 5163.302246
	Iteration 56Q: 3 clusters Score -3880184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -3880208.750000 Penalty: 5163.302246
	Iteration 57Q: 3 clusters Score -3880209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -3880230.000000 Penalty: 5163.302246
	Iteration 58Q: 3 clusters Score -3880230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3880246.750000 Penalty: 5163.302246
	Iteration 59Q: 3 clusters Score -3880247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -3880275.000000 Penalty: 5163.302246
	Iteration 60F: 3 clusters Score -3880275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -3880285.500000 Penalty: 5163.302246
	Iteration 61Q: 3 clusters Score -3880286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -3880307.000000 Penalty: 5163.302246
	Iteration 62Q: 3 clusters Score -3880307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3880313.500000 Penalty: 5163.302246
	Iteration 63Q: 3 clusters Score -3880314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -3880325.250000 Penalty: 5163.302246
	Iteration 64Q: 3 clusters Score -3880325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -3880329.000000 Penalty: 5163.302246
	Iteration 65Q: 3 clusters Score -3880329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3880341.750000 Penalty: 5163.302246
	Iteration 66Q: 3 clusters Score -3880342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3880338.250000 Penalty: 5163.302246
	Iteration 67Q: 3 clusters Score -3880338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3880344.000000 Penalty: 5163.302246
	Iteration 68Q: 3 clusters Score -3880344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3880345.000000 Penalty: 5163.302246
	Iteration 69Q: 3 clusters Score -3880345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3880348.500000 Penalty: 5163.302246
	Iteration 70Q: 3 clusters Score -3880348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3880355.000000 Penalty: 5163.302246
	Iteration 71Q: 3 clusters Score -3880355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3880353.750000 Penalty: 5163.302246
	Iteration 72Q: 3 clusters Score -3880354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3880355.250000 Penalty: 5163.302246
	Iteration 73Q: 3 clusters Score -3880355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -3880351.250000 Penalty: 5163.302246
	Iteration 74Q: 3 clusters Score -3880351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -3880353.750000 Penalty: 5163.302246
	Iteration 75Q: 3 clusters Score -3880354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3880357.750000 Penalty: 5163.302246
	Iteration 76Q: 3 clusters Score -3880358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3880357.750000 Penalty: 5163.302246
	Iteration 77F: 3 clusters Score -3880358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Entering Unmasked Estep 
Score: -4725257.500000 Penalty: 2632.815674
	Iteration 0F: 2 clusters Score -4725258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4697688.500000 Penalty: 5265.631348
	Iteration 0F: 3 clusters Score -4697688 nChanged 18631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4707873.000000 Penalty: 5265.631348
	Iteration 1F: 3 clusters Score -4707873 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4708608.500000 Penalty: 5265.631348
	Iteration 2Q: 3 clusters Score -4708608 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4709531.500000 Penalty: 5265.631348
	Iteration 3F: 3 clusters Score -4709532 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4710904.500000 Penalty: 5265.631348
	Iteration 4F: 3 clusters Score -4710904 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4712493.000000 Penalty: 5265.631348
	Iteration 5F: 3 clusters Score -4712493 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -4714212.000000 Penalty: 5265.631348
	Iteration 6F: 3 clusters Score -4714212 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4715815.500000 Penalty: 5265.631348
	Iteration 7F: 3 clusters Score -4715816 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4717091.000000 Penalty: 5265.631348
	Iteration 8F: 3 clusters Score -4717091 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4718120.000000 Penalty: 5265.631348
	Iteration 9Q: 3 clusters Score -4718120 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4718978.500000 Penalty: 5265.631348
	Iteration 10Q: 3 clusters Score -4718978 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4719782.000000 Penalty: 5265.631348
	Iteration 11Q: 3 clusters Score -4719782 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4720538.000000 Penalty: 5265.631348
	Iteration 12Q: 3 clusters Score -4720538 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4721171.000000 Penalty: 5265.631348
	Iteration 13Q: 3 clusters Score -4721171 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -4721725.500000 Penalty: 5265.631348
	Iteration 14Q: 3 clusters Score -4721726 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -4722152.000000 Penalty: 5265.631348
	Iteration 15Q: 3 clusters Score -4722152 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -4722517.000000 Penalty: 5265.631348
	Iteration 16Q: 3 clusters Score -4722517 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -4722752.000000 Penalty: 5265.631348
	Iteration 17Q: 3 clusters Score -4722752 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -4722890.000000 Penalty: 5265.631348
	Iteration 18Q: 3 clusters Score -4722890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -4722989.000000 Penalty: 5265.631348
	Iteration 19Q: 3 clusters Score -4722989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -4723037.500000 Penalty: 5265.631348
	Iteration 20F: 3 clusters Score -4723038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -4723104.500000 Penalty: 5265.631348
	Iteration 21Q: 3 clusters Score -4723104 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -4723147.000000 Penalty: 5265.631348
	Iteration 22Q: 3 clusters Score -4723147 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -4723165.000000 Penalty: 5265.631348
	Iteration 23Q: 3 clusters Score -4723165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -4723171.500000 Penalty: 5265.631348
	Iteration 24Q: 3 clusters Score -4723172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -4723175.500000 Penalty: 5265.631348
	Iteration 25Q: 3 clusters Score -4723176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -4723179.000000 Penalty: 5265.631348
	Iteration 26Q: 3 clusters Score -4723179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -4723187.000000 Penalty: 5265.631348
	Iteration 27Q: 3 clusters Score -4723187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4723189.500000 Penalty: 5265.631348
	Iteration 28Q: 3 clusters Score -4723190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -4723188.500000 Penalty: 5265.631348
	Iteration 29Q: 3 clusters Score -4723188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -4723190.500000 Penalty: 5265.631348
	Iteration 30Q: 3 clusters Score -4723190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -4723203.500000 Penalty: 5265.631348
	Iteration 31Q: 3 clusters Score -4723204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -4723205.000000 Penalty: 5265.631348
	Iteration 32Q: 3 clusters Score -4723205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -4723208.500000 Penalty: 5265.631348
	Iteration 33Q: 3 clusters Score -4723208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -4723212.000000 Penalty: 5265.631348
	Iteration 34Q: 3 clusters Score -4723212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4723218.000000 Penalty: 5265.631348
	Iteration 35Q: 3 clusters Score -4723218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -4723221.500000 Penalty: 5265.631348
	Iteration 36Q: 3 clusters Score -4723222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -4723219.500000 Penalty: 5265.631348
	Iteration 37Q: 3 clusters Score -4723220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -4723219.500000 Penalty: 5265.631348
	Iteration 38F: 3 clusters Score -4723220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Entering Unmasked Estep 
Score: -2005185.125000 Penalty: 2414.106201
	Iteration 0F: 2 clusters Score -2005185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1993217.375000 Penalty: 4828.212402
	Iteration 0F: 3 clusters Score -1993217 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1997134.625000 Penalty: 4828.212402
	Iteration 1F: 3 clusters Score -1997135 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1997527.000000 Penalty: 4828.212402
	Iteration 2F: 3 clusters Score -1997527 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1997809.000000 Penalty: 4828.212402
	Iteration 3Q: 3 clusters Score -1997809 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1998032.875000 Penalty: 4828.212402
	Iteration 4Q: 3 clusters Score -1998033 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1998233.375000 Penalty: 4828.212402
	Iteration 5Q: 3 clusters Score -1998233 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1998439.750000 Penalty: 4828.212402
	Iteration 6Q: 3 clusters Score -1998440 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1998661.375000 Penalty: 4828.212402
	Iteration 7Q: 3 clusters Score -1998661 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1998941.500000 Penalty: 4828.212402
	Iteration 8Q: 3 clusters Score -1998942 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1999295.375000 Penalty: 4828.212402
	Iteration 9Q: 3 clusters Score -1999295 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1999706.125000 Penalty: 4828.212402
	Iteration 10Q: 3 clusters Score -1999706 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2000155.500000 Penalty: 4828.212402
	Iteration 11Q: 3 clusters Score -2000156 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2000624.000000 Penalty: 4828.212402
	Iteration 12Q: 3 clusters Score -2000624 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2001084.625000 Penalty: 4828.212402
	Iteration 13Q: 3 clusters Score -2001085 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2001513.875000 Penalty: 4828.212402
	Iteration 14Q: 3 clusters Score -2001514 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2001842.625000 Penalty: 4828.212402
	Iteration 15Q: 3 clusters Score -2001843 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2002119.750000 Penalty: 4828.212402
	Iteration 16Q: 3 clusters Score -2002120 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2002321.000000 Penalty: 4828.212402
	Iteration 17Q: 3 clusters Score -2002321 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2002490.000000 Penalty: 4828.212402
	Iteration 18Q: 3 clusters Score -2002490 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2002644.500000 Penalty: 4828.212402
	Iteration 19Q: 3 clusters Score -2002644 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2002759.750000 Penalty: 4828.212402
	Iteration 20F: 3 clusters Score -2002760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2002855.250000 Penalty: 4828.212402
	Iteration 21Q: 3 clusters Score -2002855 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2002912.250000 Penalty: 4828.212402
	Iteration 22Q: 3 clusters Score -2002912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2002957.250000 Penalty: 4828.212402
	Iteration 23Q: 3 clusters Score -2002957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2002995.750000 Penalty: 4828.212402
	Iteration 24Q: 3 clusters Score -2002996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2003011.750000 Penalty: 4828.212402
	Iteration 25Q: 3 clusters Score -2003012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2003029.000000 Penalty: 4828.212402
	Iteration 26Q: 3 clusters Score -2003029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2003050.250000 Penalty: 4828.212402
	Iteration 27Q: 3 clusters Score -2003050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2003068.000000 Penalty: 4828.212402
	Iteration 28Q: 3 clusters Score -2003068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2003086.125000 Penalty: 4828.212402
	Iteration 29Q: 3 clusters Score -2003086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2003097.875000 Penalty: 4828.212402
	Iteration 30Q: 3 clusters Score -2003098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2003110.250000 Penalty: 4828.212402
	Iteration 31Q: 3 clusters Score -2003110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2003116.250000 Penalty: 4828.212402
	Iteration 32Q: 3 clusters Score -2003116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2003120.875000 Penalty: 4828.212402
	Iteration 33Q: 3 clusters Score -2003121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2003123.750000 Penalty: 4828.212402
	Iteration 34Q: 3 clusters Score -2003124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2003132.375000 Penalty: 4828.212402
	Iteration 35Q: 3 clusters Score -2003132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2003136.625000 Penalty: 4828.212402
	Iteration 36Q: 3 clusters Score -2003137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2003139.875000 Penalty: 4828.212402
	Iteration 37Q: 3 clusters Score -2003140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2003149.125000 Penalty: 4828.212402
	Iteration 38Q: 3 clusters Score -2003149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2003159.250000 Penalty: 4828.212402
	Iteration 39Q: 3 clusters Score -2003159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2003169.500000 Penalty: 4828.212402
	Iteration 40F: 3 clusters Score -2003170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2003181.250000 Penalty: 4828.212402
	Iteration 41Q: 3 clusters Score -2003181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2003188.500000 Penalty: 4828.212402
	Iteration 42Q: 3 clusters Score -2003188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2003188.375000 Penalty: 4828.212402
	Iteration 43Q: 3 clusters Score -2003188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2003189.500000 Penalty: 4828.212402
	Iteration 44Q: 3 clusters Score -2003190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2003192.500000 Penalty: 4828.212402
	Iteration 45Q: 3 clusters Score -2003192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2003195.125000 Penalty: 4828.212402
	Iteration 46Q: 3 clusters Score -2003195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2003195.250000 Penalty: 4828.212402
	Iteration 47Q: 3 clusters Score -2003195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2003203.250000 Penalty: 4828.212402
	Iteration 48Q: 3 clusters Score -2003203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2003200.875000 Penalty: 4828.212402
	Iteration 49Q: 3 clusters Score -2003201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2003202.750000 Penalty: 4828.212402
	Iteration 50Q: 3 clusters Score -2003203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2003205.250000 Penalty: 4828.212402
	Iteration 51Q: 3 clusters Score -2003205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2003205.500000 Penalty: 4828.212402
	Iteration 52Q: 3 clusters Score -2003206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2003205.500000 Penalty: 4828.212402
	Iteration 53F: 3 clusters Score -2003206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Entering Unmasked Estep 
Score: -999955.687500 Penalty: 2262.594727
	Iteration 0F: 2 clusters Score -999955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -992802.500000 Penalty: 4525.189453
	Iteration 0F: 3 clusters Score -992802.5 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -994777.687500 Penalty: 4525.189453
	Iteration 1F: 3 clusters Score -994777.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -995055.937500 Penalty: 4525.189453
	Iteration 2F: 3 clusters Score -995055.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -995268.750000 Penalty: 4525.189453
	Iteration 3F: 3 clusters Score -995268.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -995444.500000 Penalty: 4525.189453
	Iteration 4Q: 3 clusters Score -995444.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -995575.375000 Penalty: 4525.189453
	Iteration 5Q: 3 clusters Score -995575.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -995708.812500 Penalty: 4525.189453
	Iteration 6Q: 3 clusters Score -995708.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -995883.812500 Penalty: 4525.189453
	Iteration 7Q: 3 clusters Score -995883.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -996140.250000 Penalty: 4525.189453
	Iteration 8Q: 3 clusters Score -996140.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -996454.000000 Penalty: 4525.189453
	Iteration 9Q: 3 clusters Score -996454 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -996823.625000 Penalty: 4525.189453
	Iteration 10F: 3 clusters Score -996823.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -997235.812500 Penalty: 4525.189453
	Iteration 11F: 3 clusters Score -997235.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -997668.937500 Penalty: 4525.189453
	Iteration 12F: 3 clusters Score -997668.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -998003.875000 Penalty: 4525.189453
	Iteration 13Q: 3 clusters Score -998003.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -998244.687500 Penalty: 4525.189453
	Iteration 14Q: 3 clusters Score -998244.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -998399.875000 Penalty: 4525.189453
	Iteration 15Q: 3 clusters Score -998399.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -998494.687500 Penalty: 4525.189453
	Iteration 16Q: 3 clusters Score -998494.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -998561.750000 Penalty: 4525.189453
	Iteration 17Q: 3 clusters Score -998561.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -998596.375000 Penalty: 4525.189453
	Iteration 18Q: 3 clusters Score -998596.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -998623.562500 Penalty: 4525.189453
	Iteration 19Q: 3 clusters Score -998623.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -998641.625000 Penalty: 4525.189453
	Iteration 20F: 3 clusters Score -998641.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -998659.625000 Penalty: 4525.189453
	Iteration 21Q: 3 clusters Score -998659.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -998670.687500 Penalty: 4525.189453
	Iteration 22Q: 3 clusters Score -998670.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -998675.437500 Penalty: 4525.189453
	Iteration 23Q: 3 clusters Score -998675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -998676.375000 Penalty: 4525.189453
	Iteration 24Q: 3 clusters Score -998676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -998683.500000 Penalty: 4525.189453
	Iteration 25Q: 3 clusters Score -998683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -998686.062500 Penalty: 4525.189453
	Iteration 26Q: 3 clusters Score -998686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -998689.500000 Penalty: 4525.189453
	Iteration 27Q: 3 clusters Score -998689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -998689.750000 Penalty: 4525.189453
	Iteration 28Q: 3 clusters Score -998689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -998693.312500 Penalty: 4525.189453
	Iteration 29Q: 3 clusters Score -998693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -998693.437500 Penalty: 4525.189453
	Iteration 30Q: 3 clusters Score -998693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -998693.437500 Penalty: 4525.189453
	Iteration 31F: 3 clusters Score -998693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Entering Unmasked Estep 
Score: -2393759.500000 Penalty: 2471.158203
	Iteration 0F: 2 clusters Score -2393760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2378885.500000 Penalty: 4942.316406
	Iteration 0F: 3 clusters Score -2378886 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2384102.500000 Penalty: 4942.316406
	Iteration 1F: 3 clusters Score -2384102 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2384651.750000 Penalty: 4942.316406
	Iteration 2F: 3 clusters Score -2384652 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2385191.000000 Penalty: 4942.316406
	Iteration 3F: 3 clusters Score -2385191 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2385805.500000 Penalty: 4942.316406
	Iteration 4F: 3 clusters Score -2385806 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2386626.250000 Penalty: 4942.316406
	Iteration 5F: 3 clusters Score -2386626 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2387737.000000 Penalty: 4942.316406
	Iteration 6F: 3 clusters Score -2387737 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2389086.000000 Penalty: 4942.316406
	Iteration 7F: 3 clusters Score -2389086 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2390392.250000 Penalty: 4942.316406
	Iteration 8F: 3 clusters Score -2390392 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2391414.250000 Penalty: 4942.316406
	Iteration 9Q: 3 clusters Score -2391414 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2392192.500000 Penalty: 4942.316406
	Iteration 10Q: 3 clusters Score -2392192 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2392633.000000 Penalty: 4942.316406
	Iteration 11Q: 3 clusters Score -2392633 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2392916.750000 Penalty: 4942.316406
	Iteration 12Q: 3 clusters Score -2392917 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2393094.250000 Penalty: 4942.316406
	Iteration 13Q: 3 clusters Score -2393094 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2393264.250000 Penalty: 4942.316406
	Iteration 14Q: 3 clusters Score -2393264 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2393413.000000 Penalty: 4942.316406
	Iteration 15Q: 3 clusters Score -2393413 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2393542.000000 Penalty: 4942.316406
	Iteration 16Q: 3 clusters Score -2393542 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2393679.750000 Penalty: 4942.316406
	Iteration 17Q: 3 clusters Score -2393680 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2393857.500000 Penalty: 4942.316406
	Iteration 18Q: 3 clusters Score -2393858 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2394044.500000 Penalty: 4942.316406
	Iteration 19Q: 3 clusters Score -2394044 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2394205.250000 Penalty: 4942.316406
	Iteration 20F: 3 clusters Score -2394205 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2394358.500000 Penalty: 4942.316406
	Iteration 21Q: 3 clusters Score -2394358 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2394492.750000 Penalty: 4942.316406
	Iteration 22Q: 3 clusters Score -2394493 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2394616.250000 Penalty: 4942.316406
	Iteration 23Q: 3 clusters Score -2394616 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2394715.500000 Penalty: 4942.316406
	Iteration 24Q: 3 clusters Score -2394716 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2394796.000000 Penalty: 4942.316406
	Iteration 25Q: 3 clusters Score -2394796 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2394859.250000 Penalty: 4942.316406
	Iteration 26Q: 3 clusters Score -2394859 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2394924.250000 Penalty: 4942.316406
	Iteration 27Q: 3 clusters Score -2394924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2394948.500000 Penalty: 4942.316406
	Iteration 28Q: 3 clusters Score -2394948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2394984.500000 Penalty: 4942.316406
	Iteration 29Q: 3 clusters Score -2394984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2395002.500000 Penalty: 4942.316406
	Iteration 30Q: 3 clusters Score -2395002 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2395013.000000 Penalty: 4942.316406
	Iteration 31Q: 3 clusters Score -2395013 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2395023.750000 Penalty: 4942.316406
	Iteration 32Q: 3 clusters Score -2395024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2395030.500000 Penalty: 4942.316406
	Iteration 33Q: 3 clusters Score -2395030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2395034.500000 Penalty: 4942.316406
	Iteration 34Q: 3 clusters Score -2395034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2395034.250000 Penalty: 4942.316406
	Iteration 35Q: 3 clusters Score -2395034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2395041.500000 Penalty: 4942.316406
	Iteration 36Q: 3 clusters Score -2395042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2395036.750000 Penalty: 4942.316406
	Iteration 37Q: 3 clusters Score -2395037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2395040.750000 Penalty: 4942.316406
	Iteration 38Q: 3 clusters Score -2395041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2395037.750000 Penalty: 4942.316406
	Iteration 39Q: 3 clusters Score -2395038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2395045.750000 Penalty: 4942.316406
	Iteration 40F: 3 clusters Score -2395046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2395045.250000 Penalty: 4942.316406
	Iteration 41Q: 3 clusters Score -2395045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2395047.250000 Penalty: 4942.316406
	Iteration 42Q: 3 clusters Score -2395047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2395047.500000 Penalty: 4942.316406
	Iteration 43Q: 3 clusters Score -2395048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2395046.500000 Penalty: 4942.316406
	Iteration 44Q: 3 clusters Score -2395046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2395046.500000 Penalty: 4942.316406
	Iteration 45F: 3 clusters Score -2395046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 94865 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 48122 members 
Mstep: Class 6 contains 22396 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254101 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 155414 members 
Mstep: Class 12 contains 22977 members 
Mstep: Class 13 contains 33186 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 13511 members 
Mstep: Class 18 contains 15840 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 59967 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7832 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177197 members 
Mstep: Class 27 contains 22917 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 191990 members 
Mstep: Class 31 contains 175351 members 
Mstep: Class 32 contains 17308 members 
Mstep: Class 33 contains 36377 members 
Mstep: Class 34 contains 91195 members 
Mstep: Class 35 contains 135117 members 
Mstep: Class 36 contains 17362 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 75589 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 7744 members 
Entering Unmasked Estep 
Score: -225981072.000000 Penalty: 147590.875000
Splitting cluster 17 changes total score from -225982416.000000 to -225981072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (15840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Entering Unmasked Estep 
Score: -1800427.500000 Penalty: 2398.232910
	Iteration 0F: 2 clusters Score -1800428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1789063.000000 Penalty: 4796.465820
	Iteration 0F: 3 clusters Score -1789063 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1792678.875000 Penalty: 4796.465820
	Iteration 1F: 3 clusters Score -1792679 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1793202.250000 Penalty: 4796.465820
	Iteration 2F: 3 clusters Score -1793202 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1793686.875000 Penalty: 4796.465820
	Iteration 3F: 3 clusters Score -1793687 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1794255.875000 Penalty: 4796.465820
	Iteration 4F: 3 clusters Score -1794256 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1794893.125000 Penalty: 4796.465820
	Iteration 5F: 3 clusters Score -1794893 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1795494.625000 Penalty: 4796.465820
	Iteration 6F: 3 clusters Score -1795495 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1796072.000000 Penalty: 4796.465820
	Iteration 7F: 3 clusters Score -1796072 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1796600.500000 Penalty: 4796.465820
	Iteration 8F: 3 clusters Score -1796600 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1796993.250000 Penalty: 4796.465820
	Iteration 9Q: 3 clusters Score -1796993 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1797283.250000 Penalty: 4796.465820
	Iteration 10Q: 3 clusters Score -1797283 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1797505.750000 Penalty: 4796.465820
	Iteration 11Q: 3 clusters Score -1797506 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1797678.125000 Penalty: 4796.465820
	Iteration 12Q: 3 clusters Score -1797678 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1797808.875000 Penalty: 4796.465820
	Iteration 13Q: 3 clusters Score -1797809 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1797916.750000 Penalty: 4796.465820
	Iteration 14Q: 3 clusters Score -1797917 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1797998.250000 Penalty: 4796.465820
	Iteration 15Q: 3 clusters Score -1797998 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1798083.125000 Penalty: 4796.465820
	Iteration 16Q: 3 clusters Score -1798083 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1798159.000000 Penalty: 4796.465820
	Iteration 17Q: 3 clusters Score -1798159 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1798225.875000 Penalty: 4796.465820
	Iteration 18Q: 3 clusters Score -1798226 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1798289.250000 Penalty: 4796.465820
	Iteration 19Q: 3 clusters Score -1798289 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1798380.875000 Penalty: 4796.465820
	Iteration 20F: 3 clusters Score -1798381 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1798499.125000 Penalty: 4796.465820
	Iteration 21Q: 3 clusters Score -1798499 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1798630.500000 Penalty: 4796.465820
	Iteration 22Q: 3 clusters Score -1798630 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1798734.875000 Penalty: 4796.465820
	Iteration 23Q: 3 clusters Score -1798735 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1798838.625000 Penalty: 4796.465820
	Iteration 24Q: 3 clusters Score -1798839 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1798918.250000 Penalty: 4796.465820
	Iteration 25Q: 3 clusters Score -1798918 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1798964.500000 Penalty: 4796.465820
	Iteration 26Q: 3 clusters Score -1798964 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1798993.250000 Penalty: 4796.465820
	Iteration 27Q: 3 clusters Score -1798993 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1799008.000000 Penalty: 4796.465820
	Iteration 28Q: 3 clusters Score -1799008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1799019.875000 Penalty: 4796.465820
	Iteration 29Q: 3 clusters Score -1799020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1799035.500000 Penalty: 4796.465820
	Iteration 30Q: 3 clusters Score -1799036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1799042.000000 Penalty: 4796.465820
	Iteration 31Q: 3 clusters Score -1799042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1799051.250000 Penalty: 4796.465820
	Iteration 32Q: 3 clusters Score -1799051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1799054.875000 Penalty: 4796.465820
	Iteration 33Q: 3 clusters Score -1799055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1799061.625000 Penalty: 4796.465820
	Iteration 34Q: 3 clusters Score -1799062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1799062.625000 Penalty: 4796.465820
	Iteration 35Q: 3 clusters Score -1799063 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1799069.500000 Penalty: 4796.465820
	Iteration 36Q: 3 clusters Score -1799070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1799068.125000 Penalty: 4796.465820
	Iteration 37Q: 3 clusters Score -1799068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1799078.375000 Penalty: 4796.465820
	Iteration 38Q: 3 clusters Score -1799078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1799083.625000 Penalty: 4796.465820
	Iteration 39Q: 3 clusters Score -1799084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1799087.000000 Penalty: 4796.465820
	Iteration 40F: 3 clusters Score -1799087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1799085.250000 Penalty: 4796.465820
	Iteration 41Q: 3 clusters Score -1799085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1799084.000000 Penalty: 4796.465820
	Iteration 42Q: 3 clusters Score -1799084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1799083.250000 Penalty: 4796.465820
	Iteration 43Q: 3 clusters Score -1799083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1799080.875000 Penalty: 4796.465820
	Iteration 44Q: 3 clusters Score -1799081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1799082.500000 Penalty: 4796.465820
	Iteration 45Q: 3 clusters Score -1799082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1799085.375000 Penalty: 4796.465820
	Iteration 46Q: 3 clusters Score -1799085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1799086.125000 Penalty: 4796.465820
	Iteration 47Q: 3 clusters Score -1799086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1799086.125000 Penalty: 4796.465820
	Iteration 48F: 3 clusters Score -1799086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Entering Unmasked Estep 
Score: -1693992.625000 Penalty: 2371.354248
	Iteration 0F: 2 clusters Score -1693993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1683667.250000 Penalty: 4742.708496
	Iteration 0F: 3 clusters Score -1683667 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1686941.500000 Penalty: 4742.708496
	Iteration 1F: 3 clusters Score -1686942 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1687276.250000 Penalty: 4742.708496
	Iteration 2F: 3 clusters Score -1687276 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1687512.000000 Penalty: 4742.708496
	Iteration 3Q: 3 clusters Score -1687512 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1687693.875000 Penalty: 4742.708496
	Iteration 4Q: 3 clusters Score -1687694 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1687827.000000 Penalty: 4742.708496
	Iteration 5Q: 3 clusters Score -1687827 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1687937.875000 Penalty: 4742.708496
	Iteration 6Q: 3 clusters Score -1687938 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1688052.125000 Penalty: 4742.708496
	Iteration 7Q: 3 clusters Score -1688052 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1688181.250000 Penalty: 4742.708496
	Iteration 8Q: 3 clusters Score -1688181 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1688316.375000 Penalty: 4742.708496
	Iteration 9Q: 3 clusters Score -1688316 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1688492.375000 Penalty: 4742.708496
	Iteration 10Q: 3 clusters Score -1688492 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1688709.375000 Penalty: 4742.708496
	Iteration 11Q: 3 clusters Score -1688709 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1688967.875000 Penalty: 4742.708496
	Iteration 12Q: 3 clusters Score -1688968 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1689335.625000 Penalty: 4742.708496
	Iteration 13Q: 3 clusters Score -1689336 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1689787.000000 Penalty: 4742.708496
	Iteration 14Q: 3 clusters Score -1689787 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1690277.250000 Penalty: 4742.708496
	Iteration 15Q: 3 clusters Score -1690277 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1690722.500000 Penalty: 4742.708496
	Iteration 16Q: 3 clusters Score -1690722 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1691113.750000 Penalty: 4742.708496
	Iteration 17Q: 3 clusters Score -1691114 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1691396.250000 Penalty: 4742.708496
	Iteration 18Q: 3 clusters Score -1691396 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1691577.875000 Penalty: 4742.708496
	Iteration 19Q: 3 clusters Score -1691578 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1691723.125000 Penalty: 4742.708496
	Iteration 20F: 3 clusters Score -1691723 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1691803.500000 Penalty: 4742.708496
	Iteration 21Q: 3 clusters Score -1691804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1691851.625000 Penalty: 4742.708496
	Iteration 22Q: 3 clusters Score -1691852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1691880.875000 Penalty: 4742.708496
	Iteration 23Q: 3 clusters Score -1691881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1691908.250000 Penalty: 4742.708496
	Iteration 24Q: 3 clusters Score -1691908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1691932.000000 Penalty: 4742.708496
	Iteration 25Q: 3 clusters Score -1691932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1691943.125000 Penalty: 4742.708496
	Iteration 26Q: 3 clusters Score -1691943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1691954.625000 Penalty: 4742.708496
	Iteration 27Q: 3 clusters Score -1691955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1691959.500000 Penalty: 4742.708496
	Iteration 28Q: 3 clusters Score -1691960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1691968.375000 Penalty: 4742.708496
	Iteration 29Q: 3 clusters Score -1691968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1691974.875000 Penalty: 4742.708496
	Iteration 30Q: 3 clusters Score -1691975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1691978.250000 Penalty: 4742.708496
	Iteration 31Q: 3 clusters Score -1691978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1691988.125000 Penalty: 4742.708496
	Iteration 32Q: 3 clusters Score -1691988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1691987.375000 Penalty: 4742.708496
	Iteration 33Q: 3 clusters Score -1691987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1691985.750000 Penalty: 4742.708496
	Iteration 34Q: 3 clusters Score -1691986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1691987.625000 Penalty: 4742.708496
	Iteration 35Q: 3 clusters Score -1691988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1691987.625000 Penalty: 4742.708496
	Iteration 36F: 3 clusters Score -1691988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Entering Unmasked Estep 
Score: -6945239.000000 Penalty: 2728.384277
	Iteration 0F: 2 clusters Score -6945239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -6904923.000000 Penalty: 5456.768555
	Iteration 0F: 3 clusters Score -6904923 nChanged 27921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -6920677.500000 Penalty: 5456.768555
	Iteration 1F: 3 clusters Score -6920678 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6921673.000000 Penalty: 5456.768555
	Iteration 2Q: 3 clusters Score -6921673 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6923427.000000 Penalty: 5456.768555
	Iteration 3F: 3 clusters Score -6923427 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -6926392.500000 Penalty: 5456.768555
	Iteration 4F: 3 clusters Score -6926392 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -6930582.000000 Penalty: 5456.768555
	Iteration 5F: 3 clusters Score -6930582 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -6935041.000000 Penalty: 5456.768555
	Iteration 6F: 3 clusters Score -6935041 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -6938305.500000 Penalty: 5456.768555
	Iteration 7F: 3 clusters Score -6938306 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -6940469.000000 Penalty: 5456.768555
	Iteration 8F: 3 clusters Score -6940469 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -6941835.500000 Penalty: 5456.768555
	Iteration 9Q: 3 clusters Score -6941836 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -6942790.000000 Penalty: 5456.768555
	Iteration 10Q: 3 clusters Score -6942790 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6943330.500000 Penalty: 5456.768555
	Iteration 11Q: 3 clusters Score -6943330 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -6943639.500000 Penalty: 5456.768555
	Iteration 12Q: 3 clusters Score -6943640 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6943821.000000 Penalty: 5456.768555
	Iteration 13Q: 3 clusters Score -6943821 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6943954.500000 Penalty: 5456.768555
	Iteration 14Q: 3 clusters Score -6943954 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6944027.000000 Penalty: 5456.768555
	Iteration 15Q: 3 clusters Score -6944027 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6944081.000000 Penalty: 5456.768555
	Iteration 16Q: 3 clusters Score -6944081 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -6944164.000000 Penalty: 5456.768555
	Iteration 17Q: 3 clusters Score -6944164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6944185.000000 Penalty: 5456.768555
	Iteration 18Q: 3 clusters Score -6944185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6944197.500000 Penalty: 5456.768555
	Iteration 19Q: 3 clusters Score -6944198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6944209.000000 Penalty: 5456.768555
	Iteration 20F: 3 clusters Score -6944209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6944222.500000 Penalty: 5456.768555
	Iteration 21Q: 3 clusters Score -6944222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6944222.500000 Penalty: 5456.768555
	Iteration 22Q: 3 clusters Score -6944222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6944232.000000 Penalty: 5456.768555
	Iteration 23Q: 3 clusters Score -6944232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6944249.500000 Penalty: 5456.768555
	Iteration 24Q: 3 clusters Score -6944250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -6944249.000000 Penalty: 5456.768555
	Iteration 25Q: 3 clusters Score -6944249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6944255.000000 Penalty: 5456.768555
	Iteration 26Q: 3 clusters Score -6944255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58363 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6944260.500000 Penalty: 5456.768555
	Iteration 27Q: 3 clusters Score -6944260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6944261.500000 Penalty: 5456.768555
	Iteration 28Q: 3 clusters Score -6944262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6944264.000000 Penalty: 5456.768555
	Iteration 29Q: 3 clusters Score -6944264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6944273.000000 Penalty: 5456.768555
	Iteration 30Q: 3 clusters Score -6944273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6944278.500000 Penalty: 5456.768555
	Iteration 31Q: 3 clusters Score -6944278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6944276.000000 Penalty: 5456.768555
	Iteration 32Q: 3 clusters Score -6944276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6944286.500000 Penalty: 5456.768555
	Iteration 33Q: 3 clusters Score -6944286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6944285.500000 Penalty: 5456.768555
	Iteration 34Q: 3 clusters Score -6944286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6944288.000000 Penalty: 5456.768555
	Iteration 35Q: 3 clusters Score -6944288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6944293.000000 Penalty: 5456.768555
	Iteration 36Q: 3 clusters Score -6944293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6944291.000000 Penalty: 5456.768555
	Iteration 37Q: 3 clusters Score -6944291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6944288.000000 Penalty: 5456.768555
	Iteration 38Q: 3 clusters Score -6944288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6944290.500000 Penalty: 5456.768555
	Iteration 39Q: 3 clusters Score -6944290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6944299.500000 Penalty: 5456.768555
	Iteration 40F: 3 clusters Score -6944300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6944295.000000 Penalty: 5456.768555
	Iteration 41Q: 3 clusters Score -6944295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6944295.000000 Penalty: 5456.768555
	Iteration 42F: 3 clusters Score -6944295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -154889.750000 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -154889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152710.187500 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -152710.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -153284.671875 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -153284.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153478.812500 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -153478.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -153582.718750 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -153582.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153640.109375 Penalty: 3616.323486
	Iteration 4Q: 3 clusters Score -153640.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -153705.750000 Penalty: 3616.323486
	Iteration 5Q: 3 clusters Score -153705.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -153756.531250 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -153756.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -153795.078125 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -153795.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -153830.015625 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -153830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -153872.000000 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -153872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -153909.437500 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -153909.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -153934.265625 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -153934.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -153956.593750 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -153956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -153964.140625 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -153964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -153969.265625 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -153969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -153971.546875 Penalty: 3616.323486
	Iteration 15Q: 3 clusters Score -153971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -153976.125000 Penalty: 3616.323486
	Iteration 16Q: 3 clusters Score -153976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -153980.000000 Penalty: 3616.323486
	Iteration 17Q: 3 clusters Score -153980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -153984.265625 Penalty: 3616.323486
	Iteration 18Q: 3 clusters Score -153984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -153990.171875 Penalty: 3616.323486
	Iteration 19Q: 3 clusters Score -153990.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -153995.375000 Penalty: 3616.323486
	Iteration 20F: 3 clusters Score -153995.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -153996.484375 Penalty: 3616.323486
	Iteration 21Q: 3 clusters Score -153996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -153996.484375 Penalty: 3616.323486
	Iteration 22F: 3 clusters Score -153996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1016040.000000 Penalty: 2264.454346
	Iteration 0F: 2 clusters Score -1016040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1008808.687500 Penalty: 4528.908691
	Iteration 0F: 3 clusters Score -1008809 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1011035.000000 Penalty: 4528.908691
	Iteration 1F: 3 clusters Score -1011035 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1011620.687500 Penalty: 4528.908691
	Iteration 2F: 3 clusters Score -1011621 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1012224.375000 Penalty: 4528.908691
	Iteration 3F: 3 clusters Score -1012224 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1012780.687500 Penalty: 4528.908691
	Iteration 4F: 3 clusters Score -1012781 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1013264.687500 Penalty: 4528.908691
	Iteration 5F: 3 clusters Score -1013265 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1013622.875000 Penalty: 4528.908691
	Iteration 6F: 3 clusters Score -1013623 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1013897.250000 Penalty: 4528.908691
	Iteration 7Q: 3 clusters Score -1013897 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1014100.250000 Penalty: 4528.908691
	Iteration 8Q: 3 clusters Score -1014100 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1014260.562500 Penalty: 4528.908691
	Iteration 9Q: 3 clusters Score -1014261 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1014392.562500 Penalty: 4528.908691
	Iteration 10Q: 3 clusters Score -1014393 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1014504.750000 Penalty: 4528.908691
	Iteration 11Q: 3 clusters Score -1014505 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1014620.500000 Penalty: 4528.908691
	Iteration 12Q: 3 clusters Score -1014620 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1014735.375000 Penalty: 4528.908691
	Iteration 13Q: 3 clusters Score -1014735 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1014839.437500 Penalty: 4528.908691
	Iteration 14Q: 3 clusters Score -1014839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1014933.562500 Penalty: 4528.908691
	Iteration 15Q: 3 clusters Score -1014934 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1015012.125000 Penalty: 4528.908691
	Iteration 16Q: 3 clusters Score -1015012 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1015070.187500 Penalty: 4528.908691
	Iteration 17Q: 3 clusters Score -1015070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1015112.562500 Penalty: 4528.908691
	Iteration 18Q: 3 clusters Score -1015113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1015155.312500 Penalty: 4528.908691
	Iteration 19Q: 3 clusters Score -1015155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1015178.125000 Penalty: 4528.908691
	Iteration 20F: 3 clusters Score -1015178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1015197.500000 Penalty: 4528.908691
	Iteration 21Q: 3 clusters Score -1015198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1015209.500000 Penalty: 4528.908691
	Iteration 22Q: 3 clusters Score -1015210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1015221.937500 Penalty: 4528.908691
	Iteration 23Q: 3 clusters Score -1015222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1015227.437500 Penalty: 4528.908691
	Iteration 24Q: 3 clusters Score -1015227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1015233.625000 Penalty: 4528.908691
	Iteration 25Q: 3 clusters Score -1015234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1015241.437500 Penalty: 4528.908691
	Iteration 26Q: 3 clusters Score -1015241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1015245.562500 Penalty: 4528.908691
	Iteration 27Q: 3 clusters Score -1015246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1015251.625000 Penalty: 4528.908691
	Iteration 28Q: 3 clusters Score -1015252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1015256.562500 Penalty: 4528.908691
	Iteration 29Q: 3 clusters Score -1015257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1015261.625000 Penalty: 4528.908691
	Iteration 30Q: 3 clusters Score -1015262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1015266.937500 Penalty: 4528.908691
	Iteration 31Q: 3 clusters Score -1015267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1015266.375000 Penalty: 4528.908691
	Iteration 32Q: 3 clusters Score -1015266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1015268.687500 Penalty: 4528.908691
	Iteration 33Q: 3 clusters Score -1015269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1015269.187500 Penalty: 4528.908691
	Iteration 34Q: 3 clusters Score -1015269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1015268.500000 Penalty: 4528.908691
	Iteration 35Q: 3 clusters Score -1015268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1015270.375000 Penalty: 4528.908691
	Iteration 36Q: 3 clusters Score -1015270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1015270.562500 Penalty: 4528.908691
	Iteration 37Q: 3 clusters Score -1015271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1015273.312500 Penalty: 4528.908691
	Iteration 38Q: 3 clusters Score -1015273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1015273.312500 Penalty: 4528.908691
	Iteration 39F: 3 clusters Score -1015273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Entering Unmasked Estep 
Score: -886220.437500 Penalty: 2223.561279
	Iteration 0F: 2 clusters Score -886220.4 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 3913 members 
Entering Unmasked Estep 
Score: -879879.562500 Penalty: 4447.122559
	Iteration 0F: 3 clusters Score -879879.6 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -881582.125000 Penalty: 4447.122559
	Iteration 1F: 3 clusters Score -881582.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -881847.812500 Penalty: 4447.122559
	Iteration 2F: 3 clusters Score -881847.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -882022.187500 Penalty: 4447.122559
	Iteration 3F: 3 clusters Score -882022.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -882132.687500 Penalty: 4447.122559
	Iteration 4Q: 3 clusters Score -882132.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -882211.312500 Penalty: 4447.122559
	Iteration 5Q: 3 clusters Score -882211.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -882276.312500 Penalty: 4447.122559
	Iteration 6Q: 3 clusters Score -882276.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -882326.000000 Penalty: 4447.122559
	Iteration 7Q: 3 clusters Score -882326 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -882381.312500 Penalty: 4447.122559
	Iteration 8Q: 3 clusters Score -882381.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -882436.750000 Penalty: 4447.122559
	Iteration 9Q: 3 clusters Score -882436.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -882490.000000 Penalty: 4447.122559
	Iteration 10Q: 3 clusters Score -882490 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -882554.500000 Penalty: 4447.122559
	Iteration 11Q: 3 clusters Score -882554.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -882631.312500 Penalty: 4447.122559
	Iteration 12Q: 3 clusters Score -882631.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -882732.437500 Penalty: 4447.122559
	Iteration 13Q: 3 clusters Score -882732.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -882839.250000 Penalty: 4447.122559
	Iteration 14Q: 3 clusters Score -882839.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -882939.937500 Penalty: 4447.122559
	Iteration 15Q: 3 clusters Score -882939.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -883039.687500 Penalty: 4447.122559
	Iteration 16Q: 3 clusters Score -883039.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -883130.687500 Penalty: 4447.122559
	Iteration 17Q: 3 clusters Score -883130.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -883207.062500 Penalty: 4447.122559
	Iteration 18Q: 3 clusters Score -883207.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -883275.250000 Penalty: 4447.122559
	Iteration 19Q: 3 clusters Score -883275.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -883346.125000 Penalty: 4447.122559
	Iteration 20F: 3 clusters Score -883346.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -883408.125000 Penalty: 4447.122559
	Iteration 21Q: 3 clusters Score -883408.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -883448.437500 Penalty: 4447.122559
	Iteration 22Q: 3 clusters Score -883448.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -883488.187500 Penalty: 4447.122559
	Iteration 23Q: 3 clusters Score -883488.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -883524.875000 Penalty: 4447.122559
	Iteration 24Q: 3 clusters Score -883524.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -883563.625000 Penalty: 4447.122559
	Iteration 25Q: 3 clusters Score -883563.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -883606.437500 Penalty: 4447.122559
	Iteration 26Q: 3 clusters Score -883606.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -883654.562500 Penalty: 4447.122559
	Iteration 27Q: 3 clusters Score -883654.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -883699.437500 Penalty: 4447.122559
	Iteration 28Q: 3 clusters Score -883699.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -883748.062500 Penalty: 4447.122559
	Iteration 29Q: 3 clusters Score -883748.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -883797.312500 Penalty: 4447.122559
	Iteration 30Q: 3 clusters Score -883797.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -883850.500000 Penalty: 4447.122559
	Iteration 31Q: 3 clusters Score -883850.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -883891.437500 Penalty: 4447.122559
	Iteration 32Q: 3 clusters Score -883891.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -883927.250000 Penalty: 4447.122559
	Iteration 33Q: 3 clusters Score -883927.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -883964.500000 Penalty: 4447.122559
	Iteration 34Q: 3 clusters Score -883964.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -883990.375000 Penalty: 4447.122559
	Iteration 35Q: 3 clusters Score -883990.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -884018.000000 Penalty: 4447.122559
	Iteration 36Q: 3 clusters Score -884018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -884042.500000 Penalty: 4447.122559
	Iteration 37Q: 3 clusters Score -884042.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -884061.437500 Penalty: 4447.122559
	Iteration 38Q: 3 clusters Score -884061.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -884071.562500 Penalty: 4447.122559
	Iteration 39Q: 3 clusters Score -884071.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -884086.562500 Penalty: 4447.122559
	Iteration 40F: 3 clusters Score -884086.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -884098.250000 Penalty: 4447.122559
	Iteration 41Q: 3 clusters Score -884098.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -884113.875000 Penalty: 4447.122559
	Iteration 42Q: 3 clusters Score -884113.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -884121.125000 Penalty: 4447.122559
	Iteration 43Q: 3 clusters Score -884121.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -884129.625000 Penalty: 4447.122559
	Iteration 44Q: 3 clusters Score -884129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -884133.562500 Penalty: 4447.122559
	Iteration 45Q: 3 clusters Score -884133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -884137.000000 Penalty: 4447.122559
	Iteration 46Q: 3 clusters Score -884137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -884140.000000 Penalty: 4447.122559
	Iteration 47Q: 3 clusters Score -884140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -884150.250000 Penalty: 4447.122559
	Iteration 48Q: 3 clusters Score -884150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -884158.500000 Penalty: 4447.122559
	Iteration 49Q: 3 clusters Score -884158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -884166.750000 Penalty: 4447.122559
	Iteration 50Q: 3 clusters Score -884166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -884173.875000 Penalty: 4447.122559
	Iteration 51Q: 3 clusters Score -884173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -884178.812500 Penalty: 4447.122559
	Iteration 52Q: 3 clusters Score -884178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -884185.375000 Penalty: 4447.122559
	Iteration 53Q: 3 clusters Score -884185.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -884196.250000 Penalty: 4447.122559
	Iteration 54Q: 3 clusters Score -884196.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -884206.625000 Penalty: 4447.122559
	Iteration 55Q: 3 clusters Score -884206.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -884215.312500 Penalty: 4447.122559
	Iteration 56Q: 3 clusters Score -884215.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -884221.562500 Penalty: 4447.122559
	Iteration 57Q: 3 clusters Score -884221.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -884230.187500 Penalty: 4447.122559
	Iteration 58Q: 3 clusters Score -884230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -884231.687500 Penalty: 4447.122559
	Iteration 59Q: 3 clusters Score -884231.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -884239.125000 Penalty: 4447.122559
	Iteration 60F: 3 clusters Score -884239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -884244.687500 Penalty: 4447.122559
	Iteration 61Q: 3 clusters Score -884244.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -884249.437500 Penalty: 4447.122559
	Iteration 62Q: 3 clusters Score -884249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -884254.187500 Penalty: 4447.122559
	Iteration 63Q: 3 clusters Score -884254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -884261.500000 Penalty: 4447.122559
	Iteration 64Q: 3 clusters Score -884261.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -884264.937500 Penalty: 4447.122559
	Iteration 65Q: 3 clusters Score -884264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -884267.937500 Penalty: 4447.122559
	Iteration 66Q: 3 clusters Score -884267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -884276.062500 Penalty: 4447.122559
	Iteration 67Q: 3 clusters Score -884276.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -884281.062500 Penalty: 4447.122559
	Iteration 68Q: 3 clusters Score -884281.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -884286.500000 Penalty: 4447.122559
	Iteration 69Q: 3 clusters Score -884286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -884289.562500 Penalty: 4447.122559
	Iteration 70Q: 3 clusters Score -884289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -884293.062500 Penalty: 4447.122559
	Iteration 71Q: 3 clusters Score -884293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -884299.062500 Penalty: 4447.122559
	Iteration 72Q: 3 clusters Score -884299.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -884302.875000 Penalty: 4447.122559
	Iteration 73Q: 3 clusters Score -884302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -884308.937500 Penalty: 4447.122559
	Iteration 74Q: 3 clusters Score -884308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -884310.312500 Penalty: 4447.122559
	Iteration 75Q: 3 clusters Score -884310.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -884315.625000 Penalty: 4447.122559
	Iteration 76Q: 3 clusters Score -884315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -884321.062500 Penalty: 4447.122559
	Iteration 77Q: 3 clusters Score -884321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -884326.437500 Penalty: 4447.122559
	Iteration 78Q: 3 clusters Score -884326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -884329.687500 Penalty: 4447.122559
	Iteration 79Q: 3 clusters Score -884329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -884334.062500 Penalty: 4447.122559
	Iteration 80F: 3 clusters Score -884334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -884335.375000 Penalty: 4447.122559
	Iteration 81Q: 3 clusters Score -884335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -884337.187500 Penalty: 4447.122559
	Iteration 82Q: 3 clusters Score -884337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -884336.062500 Penalty: 4447.122559
	Iteration 83Q: 3 clusters Score -884336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -884336.062500 Penalty: 4447.122559
	Iteration 84F: 3 clusters Score -884336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Entering Unmasked Estep 
Score: -1548381.500000 Penalty: 2365.099121
	Iteration 0F: 2 clusters Score -1548382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1538233.250000 Penalty: 4730.198242
	Iteration 0F: 3 clusters Score -1538233 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1541365.500000 Penalty: 4730.198242
	Iteration 1F: 3 clusters Score -1541366 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1541770.375000 Penalty: 4730.198242
	Iteration 2F: 3 clusters Score -1541770 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1542075.000000 Penalty: 4730.198242
	Iteration 3F: 3 clusters Score -1542075 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1542306.875000 Penalty: 4730.198242
	Iteration 4Q: 3 clusters Score -1542307 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1542508.250000 Penalty: 4730.198242
	Iteration 5Q: 3 clusters Score -1542508 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1542716.500000 Penalty: 4730.198242
	Iteration 6Q: 3 clusters Score -1542716 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1542941.375000 Penalty: 4730.198242
	Iteration 7Q: 3 clusters Score -1542941 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1543191.625000 Penalty: 4730.198242
	Iteration 8Q: 3 clusters Score -1543192 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1543443.500000 Penalty: 4730.198242
	Iteration 9Q: 3 clusters Score -1543444 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1543711.250000 Penalty: 4730.198242
	Iteration 10Q: 3 clusters Score -1543711 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1543990.125000 Penalty: 4730.198242
	Iteration 11Q: 3 clusters Score -1543990 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1544283.750000 Penalty: 4730.198242
	Iteration 12Q: 3 clusters Score -1544284 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1544595.250000 Penalty: 4730.198242
	Iteration 13Q: 3 clusters Score -1544595 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1544849.125000 Penalty: 4730.198242
	Iteration 14Q: 3 clusters Score -1544849 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1545050.250000 Penalty: 4730.198242
	Iteration 15Q: 3 clusters Score -1545050 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1545177.000000 Penalty: 4730.198242
	Iteration 16Q: 3 clusters Score -1545177 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1545285.375000 Penalty: 4730.198242
	Iteration 17Q: 3 clusters Score -1545285 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1545378.500000 Penalty: 4730.198242
	Iteration 18Q: 3 clusters Score -1545378 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1545456.125000 Penalty: 4730.198242
	Iteration 19Q: 3 clusters Score -1545456 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1545525.625000 Penalty: 4730.198242
	Iteration 20F: 3 clusters Score -1545526 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1545599.625000 Penalty: 4730.198242
	Iteration 21Q: 3 clusters Score -1545600 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1545686.750000 Penalty: 4730.198242
	Iteration 22Q: 3 clusters Score -1545687 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1545754.500000 Penalty: 4730.198242
	Iteration 23Q: 3 clusters Score -1545754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1545807.000000 Penalty: 4730.198242
	Iteration 24Q: 3 clusters Score -1545807 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1545861.500000 Penalty: 4730.198242
	Iteration 25Q: 3 clusters Score -1545862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1545923.125000 Penalty: 4730.198242
	Iteration 26Q: 3 clusters Score -1545923 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1545973.125000 Penalty: 4730.198242
	Iteration 27Q: 3 clusters Score -1545973 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1546047.375000 Penalty: 4730.198242
	Iteration 28Q: 3 clusters Score -1546047 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1546126.625000 Penalty: 4730.198242
	Iteration 29Q: 3 clusters Score -1546127 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1546215.250000 Penalty: 4730.198242
	Iteration 30Q: 3 clusters Score -1546215 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1546311.625000 Penalty: 4730.198242
	Iteration 31Q: 3 clusters Score -1546312 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1546441.000000 Penalty: 4730.198242
	Iteration 32Q: 3 clusters Score -1546441 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1546626.375000 Penalty: 4730.198242
	Iteration 33Q: 3 clusters Score -1546626 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1546857.875000 Penalty: 4730.198242
	Iteration 34Q: 3 clusters Score -1546858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1547105.750000 Penalty: 4730.198242
	Iteration 35Q: 3 clusters Score -1547106 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1547363.000000 Penalty: 4730.198242
	Iteration 36Q: 3 clusters Score -1547363 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1547508.750000 Penalty: 4730.198242
	Iteration 37Q: 3 clusters Score -1547509 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1547621.125000 Penalty: 4730.198242
	Iteration 38Q: 3 clusters Score -1547621 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1547719.500000 Penalty: 4730.198242
	Iteration 39Q: 3 clusters Score -1547720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1547803.625000 Penalty: 4730.198242
	Iteration 40F: 3 clusters Score -1547804 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1547895.125000 Penalty: 4730.198242
	Iteration 41Q: 3 clusters Score -1547895 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1547941.875000 Penalty: 4730.198242
	Iteration 42Q: 3 clusters Score -1547942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1547962.875000 Penalty: 4730.198242
	Iteration 43Q: 3 clusters Score -1547963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1547975.625000 Penalty: 4730.198242
	Iteration 44Q: 3 clusters Score -1547976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1547984.875000 Penalty: 4730.198242
	Iteration 45Q: 3 clusters Score -1547985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1547988.125000 Penalty: 4730.198242
	Iteration 46Q: 3 clusters Score -1547988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1548000.125000 Penalty: 4730.198242
	Iteration 47Q: 3 clusters Score -1548000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1548003.250000 Penalty: 4730.198242
	Iteration 48Q: 3 clusters Score -1548003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1548007.500000 Penalty: 4730.198242
	Iteration 49Q: 3 clusters Score -1548008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1548013.375000 Penalty: 4730.198242
	Iteration 50Q: 3 clusters Score -1548013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1548017.000000 Penalty: 4730.198242
	Iteration 51Q: 3 clusters Score -1548017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1548014.250000 Penalty: 4730.198242
	Iteration 52Q: 3 clusters Score -1548014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1548013.375000 Penalty: 4730.198242
	Iteration 53Q: 3 clusters Score -1548013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1548017.875000 Penalty: 4730.198242
	Iteration 54Q: 3 clusters Score -1548018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1548019.625000 Penalty: 4730.198242
	Iteration 55Q: 3 clusters Score -1548020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1548021.000000 Penalty: 4730.198242
	Iteration 56Q: 3 clusters Score -1548021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1548021.000000 Penalty: 4730.198242
	Iteration 57Q: 3 clusters Score -1548021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1548022.125000 Penalty: 4730.198242
	Iteration 58Q: 3 clusters Score -1548022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1548021.625000 Penalty: 4730.198242
	Iteration 59Q: 3 clusters Score -1548022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1548021.875000 Penalty: 4730.198242
	Iteration 60F: 3 clusters Score -1548022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -27814.001953 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -27814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -26597.775391 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -26597.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26819.988281 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -26819.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26971.199219 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -26971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27037.126953 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -27037.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27065.218750 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -27065.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27075.236328 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -27075.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27096.085938 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -27096.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27102.064453 Penalty: 2825.758301
	Iteration 7Q: 3 clusters Score -27102.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27112.261719 Penalty: 2825.758301
	Iteration 8Q: 3 clusters Score -27112.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27112.261719 Penalty: 2825.758301
	Iteration 9F: 3 clusters Score -27112.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (177197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177197 members 
Entering Unmasked Estep 
Score: -20923908.000000 Penalty: 2997.084229
	Iteration 0F: 2 clusters Score -2.092391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -20809434.000000 Penalty: 5994.168457
	Iteration 0F: 3 clusters Score -2.080943e+07 nChanged 85112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -20858372.000000 Penalty: 5994.168457
	Iteration 1F: 3 clusters Score -2.085837e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 84228 members 
Entering Unmasked Estep 
Score: -20859218.000000 Penalty: 5994.168457
	Iteration 2Q: 3 clusters Score -2.085922e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 81111 members 
Entering Unmasked Estep 
Score: -20860518.000000 Penalty: 5994.168457
	Iteration 3Q: 3 clusters Score -2.086052e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -20862524.000000 Penalty: 5994.168457
	Iteration 4Q: 3 clusters Score -2.086252e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108449 members 
Mstep: Class 2 contains 68748 members 
Entering Unmasked Estep 
Score: -20866310.000000 Penalty: 5994.168457
	Iteration 5Q: 3 clusters Score -2.086631e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 57731 members 
Entering Unmasked Estep 
Score: -20874000.000000 Penalty: 5994.168457
	Iteration 6F: 3 clusters Score -2.0874e+07 nChanged 14860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133654 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -20885794.000000 Penalty: 5994.168457
	Iteration 7F: 3 clusters Score -2.088579e+07 nChanged 15376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148548 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -20899706.000000 Penalty: 5994.168457
	Iteration 8F: 3 clusters Score -2.089971e+07 nChanged 12093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -20910644.000000 Penalty: 5994.168457
	Iteration 9F: 3 clusters Score -2.091064e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -20916760.000000 Penalty: 5994.168457
	Iteration 10Q: 3 clusters Score -2.091676e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170638 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -20919492.000000 Penalty: 5994.168457
	Iteration 11Q: 3 clusters Score -2.091949e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171709 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -20921232.000000 Penalty: 5994.168457
	Iteration 12Q: 3 clusters Score -2.092123e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171980 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -20922078.000000 Penalty: 5994.168457
	Iteration 13Q: 3 clusters Score -2.092208e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172030 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -20922460.000000 Penalty: 5994.168457
	Iteration 14Q: 3 clusters Score -2.092246e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172069 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -20922592.000000 Penalty: 5994.168457
	Iteration 15Q: 3 clusters Score -2.092259e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172100 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -20922686.000000 Penalty: 5994.168457
	Iteration 16Q: 3 clusters Score -2.092269e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172140 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -20922726.000000 Penalty: 5994.168457
	Iteration 17Q: 3 clusters Score -2.092273e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -20922722.000000 Penalty: 5994.168457
	Iteration 18Q: 3 clusters Score -2.092272e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172191 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -20922712.000000 Penalty: 5994.168457
	Iteration 19Q: 3 clusters Score -2.092271e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172208 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -20922690.000000 Penalty: 5994.168457
	Iteration 20F: 3 clusters Score -2.092269e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172225 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -20922676.000000 Penalty: 5994.168457
	Iteration 21Q: 3 clusters Score -2.092268e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172231 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -20922696.000000 Penalty: 5994.168457
	Iteration 22Q: 3 clusters Score -2.09227e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -20922700.000000 Penalty: 5994.168457
	Iteration 23Q: 3 clusters Score -2.09227e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172232 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -20922714.000000 Penalty: 5994.168457
	Iteration 24Q: 3 clusters Score -2.092271e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172241 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -20922704.000000 Penalty: 5994.168457
	Iteration 25Q: 3 clusters Score -2.09227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172237 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -20922706.000000 Penalty: 5994.168457
	Iteration 26Q: 3 clusters Score -2.092271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172247 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -20922688.000000 Penalty: 5994.168457
	Iteration 27Q: 3 clusters Score -2.092269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172251 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -20922712.000000 Penalty: 5994.168457
	Iteration 28Q: 3 clusters Score -2.092271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172251 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -20922718.000000 Penalty: 5994.168457
	Iteration 29Q: 3 clusters Score -2.092272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -20922722.000000 Penalty: 5994.168457
	Iteration 30Q: 3 clusters Score -2.092272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172261 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -20922706.000000 Penalty: 5994.168457
	Iteration 31Q: 3 clusters Score -2.092271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20922708.000000 Penalty: 5994.168457
	Iteration 32Q: 3 clusters Score -2.092271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20922700.000000 Penalty: 5994.168457
	Iteration 33Q: 3 clusters Score -2.09227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172261 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -20922696.000000 Penalty: 5994.168457
	Iteration 34Q: 3 clusters Score -2.09227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -20922730.000000 Penalty: 5994.168457
	Iteration 35Q: 3 clusters Score -2.092273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172259 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -20922720.000000 Penalty: 5994.168457
	Iteration 36Q: 3 clusters Score -2.092272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20922714.000000 Penalty: 5994.168457
	Iteration 37Q: 3 clusters Score -2.092271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20922708.000000 Penalty: 5994.168457
	Iteration 38Q: 3 clusters Score -2.092271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -20922714.000000 Penalty: 5994.168457
	Iteration 39Q: 3 clusters Score -2.092271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172262 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20922708.000000 Penalty: 5994.168457
	Iteration 40F: 3 clusters Score -2.092271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Entering Unmasked Estep 
Score: -2609313.750000 Penalty: 2489.829346
	Iteration 0F: 2 clusters Score -2609314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2593476.000000 Penalty: 4979.658691
	Iteration 0F: 3 clusters Score -2593476 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2599195.750000 Penalty: 4979.658691
	Iteration 1F: 3 clusters Score -2599196 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2599750.000000 Penalty: 4979.658691
	Iteration 2F: 3 clusters Score -2599750 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2600217.250000 Penalty: 4979.658691
	Iteration 3F: 3 clusters Score -2600217 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2600624.750000 Penalty: 4979.658691
	Iteration 4Q: 3 clusters Score -2600625 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2600993.750000 Penalty: 4979.658691
	Iteration 5Q: 3 clusters Score -2600994 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2601349.250000 Penalty: 4979.658691
	Iteration 6Q: 3 clusters Score -2601349 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2601739.250000 Penalty: 4979.658691
	Iteration 7Q: 3 clusters Score -2601739 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2602161.500000 Penalty: 4979.658691
	Iteration 8Q: 3 clusters Score -2602162 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2602715.250000 Penalty: 4979.658691
	Iteration 9Q: 3 clusters Score -2602715 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2603365.000000 Penalty: 4979.658691
	Iteration 10Q: 3 clusters Score -2603365 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2604048.500000 Penalty: 4979.658691
	Iteration 11Q: 3 clusters Score -2604048 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2604667.750000 Penalty: 4979.658691
	Iteration 12Q: 3 clusters Score -2604668 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2605206.500000 Penalty: 4979.658691
	Iteration 13Q: 3 clusters Score -2605206 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2605626.000000 Penalty: 4979.658691
	Iteration 14Q: 3 clusters Score -2605626 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2605948.250000 Penalty: 4979.658691
	Iteration 15Q: 3 clusters Score -2605948 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2606230.500000 Penalty: 4979.658691
	Iteration 16Q: 3 clusters Score -2606230 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2606526.500000 Penalty: 4979.658691
	Iteration 17Q: 3 clusters Score -2606526 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2606769.250000 Penalty: 4979.658691
	Iteration 18Q: 3 clusters Score -2606769 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2606969.250000 Penalty: 4979.658691
	Iteration 19Q: 3 clusters Score -2606969 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2607145.000000 Penalty: 4979.658691
	Iteration 20F: 3 clusters Score -2607145 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2607265.500000 Penalty: 4979.658691
	Iteration 21Q: 3 clusters Score -2607266 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2607357.500000 Penalty: 4979.658691
	Iteration 22Q: 3 clusters Score -2607358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2607416.750000 Penalty: 4979.658691
	Iteration 23Q: 3 clusters Score -2607417 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2607463.500000 Penalty: 4979.658691
	Iteration 24Q: 3 clusters Score -2607464 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2607510.750000 Penalty: 4979.658691
	Iteration 25Q: 3 clusters Score -2607511 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2607564.500000 Penalty: 4979.658691
	Iteration 26Q: 3 clusters Score -2607564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2607600.750000 Penalty: 4979.658691
	Iteration 27Q: 3 clusters Score -2607601 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2607630.000000 Penalty: 4979.658691
	Iteration 28Q: 3 clusters Score -2607630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2607651.500000 Penalty: 4979.658691
	Iteration 29Q: 3 clusters Score -2607652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2607668.500000 Penalty: 4979.658691
	Iteration 30Q: 3 clusters Score -2607668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2607678.500000 Penalty: 4979.658691
	Iteration 31Q: 3 clusters Score -2607678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2607683.250000 Penalty: 4979.658691
	Iteration 32Q: 3 clusters Score -2607683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2607689.000000 Penalty: 4979.658691
	Iteration 33Q: 3 clusters Score -2607689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2607693.000000 Penalty: 4979.658691
	Iteration 34Q: 3 clusters Score -2607693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2607696.500000 Penalty: 4979.658691
	Iteration 35Q: 3 clusters Score -2607696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2607696.500000 Penalty: 4979.658691
	Iteration 36Q: 3 clusters Score -2607696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2607703.750000 Penalty: 4979.658691
	Iteration 37Q: 3 clusters Score -2607704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2607705.000000 Penalty: 4979.658691
	Iteration 38Q: 3 clusters Score -2607705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2607712.250000 Penalty: 4979.658691
	Iteration 39Q: 3 clusters Score -2607712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2607708.000000 Penalty: 4979.658691
	Iteration 40F: 3 clusters Score -2607708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2607708.000000 Penalty: 4979.658691
	Iteration 41Q: 3 clusters Score -2607708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2607708.750000 Penalty: 4979.658691
	Iteration 42Q: 3 clusters Score -2607709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2607706.250000 Penalty: 4979.658691
	Iteration 43Q: 3 clusters Score -2607706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2607709.250000 Penalty: 4979.658691
	Iteration 44Q: 3 clusters Score -2607709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2607707.500000 Penalty: 4979.658691
	Iteration 45Q: 3 clusters Score -2607708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2607707.500000 Penalty: 4979.658691
	Iteration 46F: 3 clusters Score -2607708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -741918.500000 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -741918.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -736347.500000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -736347.5 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -737987.312500 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -737987.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -738378.375000 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -738378.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -738747.000000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -738747 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -739108.812500 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -739108.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -739401.812500 Penalty: 4367.763672
	Iteration 5F: 3 clusters Score -739401.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -739626.625000 Penalty: 4367.763672
	Iteration 6Q: 3 clusters Score -739626.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -739835.062500 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -739835.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -739970.187500 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -739970.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -740073.312500 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -740073.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -740140.875000 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -740140.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -740198.375000 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -740198.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -740246.062500 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -740246.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -740292.062500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -740292.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -740327.187500 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -740327.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -740351.562500 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -740351.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -740372.250000 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -740372.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -740387.062500 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -740387.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -740399.437500 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -740399.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -740409.562500 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -740409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -740419.312500 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -740419.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -740426.062500 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -740426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -740431.562500 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -740431.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -740435.812500 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -740435.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -740441.062500 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -740441.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -740445.562500 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -740445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -740449.312500 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -740449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -740449.937500 Penalty: 4367.763672
	Iteration 27Q: 3 clusters Score -740449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -740455.250000 Penalty: 4367.763672
	Iteration 28Q: 3 clusters Score -740455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -740460.937500 Penalty: 4367.763672
	Iteration 29Q: 3 clusters Score -740460.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -740462.812500 Penalty: 4367.763672
	Iteration 30Q: 3 clusters Score -740462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -740465.750000 Penalty: 4367.763672
	Iteration 31Q: 3 clusters Score -740465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -740469.000000 Penalty: 4367.763672
	Iteration 32Q: 3 clusters Score -740469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -740472.812500 Penalty: 4367.763672
	Iteration 33Q: 3 clusters Score -740472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -740475.375000 Penalty: 4367.763672
	Iteration 34Q: 3 clusters Score -740475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -740478.062500 Penalty: 4367.763672
	Iteration 35Q: 3 clusters Score -740478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -740480.125000 Penalty: 4367.763672
	Iteration 36Q: 3 clusters Score -740480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -740481.812500 Penalty: 4367.763672
	Iteration 37Q: 3 clusters Score -740481.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -740483.500000 Penalty: 4367.763672
	Iteration 38Q: 3 clusters Score -740483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -740483.625000 Penalty: 4367.763672
	Iteration 39Q: 3 clusters Score -740483.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -740483.812500 Penalty: 4367.763672
	Iteration 40F: 3 clusters Score -740483.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -740486.250000 Penalty: 4367.763672
	Iteration 41Q: 3 clusters Score -740486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -740487.000000 Penalty: 4367.763672
	Iteration 42Q: 3 clusters Score -740487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -740485.250000 Penalty: 4367.763672
	Iteration 43Q: 3 clusters Score -740485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -740486.687500 Penalty: 4367.763672
	Iteration 44Q: 3 clusters Score -740486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -740486.562500 Penalty: 4367.763672
	Iteration 45Q: 3 clusters Score -740486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -740486.562500 Penalty: 4367.763672
	Iteration 46F: 3 clusters Score -740486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -433170.968750 Penalty: 2049.945068
	Iteration 0F: 2 clusters Score -433171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -429387.343750 Penalty: 4099.890137
	Iteration 0F: 3 clusters Score -429387.3 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -430369.968750 Penalty: 4099.890137
	Iteration 1F: 3 clusters Score -430370 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -430746.312500 Penalty: 4099.890137
	Iteration 2F: 3 clusters Score -430746.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -431091.812500 Penalty: 4099.890137
	Iteration 3F: 3 clusters Score -431091.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -431408.906250 Penalty: 4099.890137
	Iteration 4F: 3 clusters Score -431408.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -431633.812500 Penalty: 4099.890137
	Iteration 5F: 3 clusters Score -431633.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -431786.062500 Penalty: 4099.890137
	Iteration 6Q: 3 clusters Score -431786.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -431876.968750 Penalty: 4099.890137
	Iteration 7Q: 3 clusters Score -431877 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -431927.937500 Penalty: 4099.890137
	Iteration 8Q: 3 clusters Score -431927.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -431956.812500 Penalty: 4099.890137
	Iteration 9Q: 3 clusters Score -431956.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -431972.593750 Penalty: 4099.890137
	Iteration 10Q: 3 clusters Score -431972.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -431980.125000 Penalty: 4099.890137
	Iteration 11Q: 3 clusters Score -431980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -431982.093750 Penalty: 4099.890137
	Iteration 12Q: 3 clusters Score -431982.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -431984.843750 Penalty: 4099.890137
	Iteration 13Q: 3 clusters Score -431984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -431986.500000 Penalty: 4099.890137
	Iteration 14Q: 3 clusters Score -431986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -431988.062500 Penalty: 4099.890137
	Iteration 15Q: 3 clusters Score -431988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -431988.125000 Penalty: 4099.890137
	Iteration 16Q: 3 clusters Score -431988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -431989.406250 Penalty: 4099.890137
	Iteration 17Q: 3 clusters Score -431989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -431989.406250 Penalty: 4099.890137
	Iteration 18F: 3 clusters Score -431989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (191990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191990 members 
Entering Unmasked Estep 
Score: -22337388.000000 Penalty: 3016.969238
	Iteration 0F: 2 clusters Score -2.233739e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96160 members 
Mstep: Class 2 contains 95830 members 
Entering Unmasked Estep 
Score: -22213706.000000 Penalty: 6033.938477
	Iteration 0F: 3 clusters Score -2.221371e+07 nChanged 92040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -22269114.000000 Penalty: 6033.938477
	Iteration 1F: 3 clusters Score -2.226911e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 93186 members 
Entering Unmasked Estep 
Score: -22270996.000000 Penalty: 6033.938477
	Iteration 2Q: 3 clusters Score -2.2271e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100704 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -22273878.000000 Penalty: 6033.938477
	Iteration 3Q: 3 clusters Score -2.227388e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103831 members 
Mstep: Class 2 contains 88159 members 
Entering Unmasked Estep 
Score: -22277902.000000 Penalty: 6033.938477
	Iteration 4Q: 3 clusters Score -2.22779e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108616 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -22284032.000000 Penalty: 6033.938477
	Iteration 5F: 3 clusters Score -2.228403e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115374 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -22292988.000000 Penalty: 6033.938477
	Iteration 6F: 3 clusters Score -2.229299e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -22304184.000000 Penalty: 6033.938477
	Iteration 7F: 3 clusters Score -2.230418e+07 nChanged 12669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -22313160.000000 Penalty: 6033.938477
	Iteration 8F: 3 clusters Score -2.231316e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 56793 members 
Entering Unmasked Estep 
Score: -22318630.000000 Penalty: 6033.938477
	Iteration 9F: 3 clusters Score -2.231863e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139247 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -22321340.000000 Penalty: 6033.938477
	Iteration 10Q: 3 clusters Score -2.232134e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142941 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -22323312.000000 Penalty: 6033.938477
	Iteration 11Q: 3 clusters Score -2.232331e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -22325068.000000 Penalty: 6033.938477
	Iteration 12Q: 3 clusters Score -2.232507e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150040 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -22326796.000000 Penalty: 6033.938477
	Iteration 13Q: 3 clusters Score -2.23268e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153361 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -22328292.000000 Penalty: 6033.938477
	Iteration 14Q: 3 clusters Score -2.232829e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -22329756.000000 Penalty: 6033.938477
	Iteration 15Q: 3 clusters Score -2.232976e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159330 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -22330750.000000 Penalty: 6033.938477
	Iteration 16Q: 3 clusters Score -2.233075e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -22331940.000000 Penalty: 6033.938477
	Iteration 17Q: 3 clusters Score -2.233194e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -22332798.000000 Penalty: 6033.938477
	Iteration 18Q: 3 clusters Score -2.23328e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167000 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -22333580.000000 Penalty: 6033.938477
	Iteration 19Q: 3 clusters Score -2.233358e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -22334170.000000 Penalty: 6033.938477
	Iteration 20F: 3 clusters Score -2.233417e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -22334442.000000 Penalty: 6033.938477
	Iteration 21Q: 3 clusters Score -2.233444e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172903 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -22334764.000000 Penalty: 6033.938477
	Iteration 22Q: 3 clusters Score -2.233476e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174594 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -22335142.000000 Penalty: 6033.938477
	Iteration 23Q: 3 clusters Score -2.233514e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176119 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -22335656.000000 Penalty: 6033.938477
	Iteration 24Q: 3 clusters Score -2.233566e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -22335860.000000 Penalty: 6033.938477
	Iteration 25Q: 3 clusters Score -2.233586e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178735 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -22336098.000000 Penalty: 6033.938477
	Iteration 26Q: 3 clusters Score -2.23361e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179815 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -22336182.000000 Penalty: 6033.938477
	Iteration 27Q: 3 clusters Score -2.233618e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180769 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -22336300.000000 Penalty: 6033.938477
	Iteration 28Q: 3 clusters Score -2.23363e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181611 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -22336448.000000 Penalty: 6033.938477
	Iteration 29Q: 3 clusters Score -2.233645e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182352 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -22336516.000000 Penalty: 6033.938477
	Iteration 30Q: 3 clusters Score -2.233652e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182983 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -22336522.000000 Penalty: 6033.938477
	Iteration 31Q: 3 clusters Score -2.233652e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183529 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -22336622.000000 Penalty: 6033.938477
	Iteration 32Q: 3 clusters Score -2.233662e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184012 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -22336632.000000 Penalty: 6033.938477
	Iteration 33Q: 3 clusters Score -2.233663e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184454 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -22336620.000000 Penalty: 6033.938477
	Iteration 34Q: 3 clusters Score -2.233662e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184829 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -22336598.000000 Penalty: 6033.938477
	Iteration 35Q: 3 clusters Score -2.23366e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -22336656.000000 Penalty: 6033.938477
	Iteration 36Q: 3 clusters Score -2.233666e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185471 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -22336700.000000 Penalty: 6033.938477
	Iteration 37Q: 3 clusters Score -2.23367e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185733 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -22336710.000000 Penalty: 6033.938477
	Iteration 38Q: 3 clusters Score -2.233671e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185960 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -22336640.000000 Penalty: 6033.938477
	Iteration 39Q: 3 clusters Score -2.233664e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186176 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -22336590.000000 Penalty: 6033.938477
	Iteration 40F: 3 clusters Score -2.233659e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186357 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -22336610.000000 Penalty: 6033.938477
	Iteration 41Q: 3 clusters Score -2.233661e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186525 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -22336566.000000 Penalty: 6033.938477
	Iteration 42Q: 3 clusters Score -2.233657e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186683 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -22336614.000000 Penalty: 6033.938477
	Iteration 43Q: 3 clusters Score -2.233661e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186812 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -22336602.000000 Penalty: 6033.938477
	Iteration 44Q: 3 clusters Score -2.23366e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186925 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -22336612.000000 Penalty: 6033.938477
	Iteration 45Q: 3 clusters Score -2.233661e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187024 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -22336638.000000 Penalty: 6033.938477
	Iteration 46Q: 3 clusters Score -2.233664e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187115 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -22336626.000000 Penalty: 6033.938477
	Iteration 47Q: 3 clusters Score -2.233663e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187191 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -22336612.000000 Penalty: 6033.938477
	Iteration 48Q: 3 clusters Score -2.233661e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187263 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -22336686.000000 Penalty: 6033.938477
	Iteration 49Q: 3 clusters Score -2.233669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187332 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -22336670.000000 Penalty: 6033.938477
	Iteration 50Q: 3 clusters Score -2.233667e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187403 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -22336664.000000 Penalty: 6033.938477
	Iteration 51Q: 3 clusters Score -2.233666e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187491 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -22336668.000000 Penalty: 6033.938477
	Iteration 52Q: 3 clusters Score -2.233667e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187559 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -22336706.000000 Penalty: 6033.938477
	Iteration 53Q: 3 clusters Score -2.233671e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -22336692.000000 Penalty: 6033.938477
	Iteration 54Q: 3 clusters Score -2.233669e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187706 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -22336648.000000 Penalty: 6033.938477
	Iteration 55Q: 3 clusters Score -2.233665e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187761 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -22336646.000000 Penalty: 6033.938477
	Iteration 56Q: 3 clusters Score -2.233665e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187815 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -22336666.000000 Penalty: 6033.938477
	Iteration 57Q: 3 clusters Score -2.233667e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187866 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -22336686.000000 Penalty: 6033.938477
	Iteration 58Q: 3 clusters Score -2.233669e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187918 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -22336698.000000 Penalty: 6033.938477
	Iteration 59Q: 3 clusters Score -2.23367e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187965 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -22336694.000000 Penalty: 6033.938477
	Iteration 60F: 3 clusters Score -2.233669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188008 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -22336684.000000 Penalty: 6033.938477
	Iteration 61Q: 3 clusters Score -2.233668e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188043 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -22336666.000000 Penalty: 6033.938477
	Iteration 62Q: 3 clusters Score -2.233667e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188082 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -22336684.000000 Penalty: 6033.938477
	Iteration 63Q: 3 clusters Score -2.233668e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188115 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -22336708.000000 Penalty: 6033.938477
	Iteration 64Q: 3 clusters Score -2.233671e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188145 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -22336724.000000 Penalty: 6033.938477
	Iteration 65Q: 3 clusters Score -2.233672e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188180 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -22336736.000000 Penalty: 6033.938477
	Iteration 66Q: 3 clusters Score -2.233674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188212 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -22336750.000000 Penalty: 6033.938477
	Iteration 67Q: 3 clusters Score -2.233675e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188239 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -22336738.000000 Penalty: 6033.938477
	Iteration 68Q: 3 clusters Score -2.233674e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188262 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -22336764.000000 Penalty: 6033.938477
	Iteration 69Q: 3 clusters Score -2.233676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188280 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -22336748.000000 Penalty: 6033.938477
	Iteration 70Q: 3 clusters Score -2.233675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -22336764.000000 Penalty: 6033.938477
	Iteration 71Q: 3 clusters Score -2.233676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188299 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -22336760.000000 Penalty: 6033.938477
	Iteration 72Q: 3 clusters Score -2.233676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -22336782.000000 Penalty: 6033.938477
	Iteration 73Q: 3 clusters Score -2.233678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188312 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -22336792.000000 Penalty: 6033.938477
	Iteration 74Q: 3 clusters Score -2.233679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188316 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -22336792.000000 Penalty: 6033.938477
	Iteration 75Q: 3 clusters Score -2.233679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188323 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -22336786.000000 Penalty: 6033.938477
	Iteration 76Q: 3 clusters Score -2.233679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188327 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -22336770.000000 Penalty: 6033.938477
	Iteration 77Q: 3 clusters Score -2.233677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188327 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -22336768.000000 Penalty: 6033.938477
	Iteration 78Q: 3 clusters Score -2.233677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188329 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -22336774.000000 Penalty: 6033.938477
	Iteration 79Q: 3 clusters Score -2.233677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188329 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -22336774.000000 Penalty: 6033.938477
	Iteration 80F: 3 clusters Score -2.233677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (175351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175351 members 
Entering Unmasked Estep 
Score: -20292978.000000 Penalty: 2994.487061
	Iteration 0F: 2 clusters Score -2.029298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -20176948.000000 Penalty: 5988.974121
	Iteration 0F: 3 clusters Score -2.017695e+07 nChanged 83914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 86694 members 
Entering Unmasked Estep 
Score: -20225320.000000 Penalty: 5988.974121
	Iteration 1F: 3 clusters Score -2.022532e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -20227002.000000 Penalty: 5988.974121
	Iteration 2Q: 3 clusters Score -2.0227e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -20229526.000000 Penalty: 5988.974121
	Iteration 3Q: 3 clusters Score -2.022953e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -20233544.000000 Penalty: 5988.974121
	Iteration 4F: 3 clusters Score -2.023354e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100653 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -20238616.000000 Penalty: 5988.974121
	Iteration 5F: 3 clusters Score -2.023862e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -20244268.000000 Penalty: 5988.974121
	Iteration 6F: 3 clusters Score -2.024427e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111461 members 
Mstep: Class 2 contains 63890 members 
Entering Unmasked Estep 
Score: -20249350.000000 Penalty: 5988.974121
	Iteration 7F: 3 clusters Score -2.024935e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117799 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -20254250.000000 Penalty: 5988.974121
	Iteration 8F: 3 clusters Score -2.025425e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124888 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -20258728.000000 Penalty: 5988.974121
	Iteration 9F: 3 clusters Score -2.025873e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -20263296.000000 Penalty: 5988.974121
	Iteration 10Q: 3 clusters Score -2.02633e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140405 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -20268006.000000 Penalty: 5988.974121
	Iteration 11Q: 3 clusters Score -2.026801e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148383 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -20273144.000000 Penalty: 5988.974121
	Iteration 12Q: 3 clusters Score -2.027314e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155948 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -20278234.000000 Penalty: 5988.974121
	Iteration 13Q: 3 clusters Score -2.027823e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -20282372.000000 Penalty: 5988.974121
	Iteration 14Q: 3 clusters Score -2.028237e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167047 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -20285808.000000 Penalty: 5988.974121
	Iteration 15Q: 3 clusters Score -2.028581e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -20287784.000000 Penalty: 5988.974121
	Iteration 16Q: 3 clusters Score -2.028778e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171954 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -20288974.000000 Penalty: 5988.974121
	Iteration 17Q: 3 clusters Score -2.028897e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173004 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -20289602.000000 Penalty: 5988.974121
	Iteration 18Q: 3 clusters Score -2.02896e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173573 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -20289916.000000 Penalty: 5988.974121
	Iteration 19Q: 3 clusters Score -2.028992e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -20290150.000000 Penalty: 5988.974121
	Iteration 20F: 3 clusters Score -2.029015e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174137 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -20290274.000000 Penalty: 5988.974121
	Iteration 21Q: 3 clusters Score -2.029027e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174274 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -20290382.000000 Penalty: 5988.974121
	Iteration 22Q: 3 clusters Score -2.029038e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174350 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20290366.000000 Penalty: 5988.974121
	Iteration 23Q: 3 clusters Score -2.029037e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174400 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20290410.000000 Penalty: 5988.974121
	Iteration 24Q: 3 clusters Score -2.029041e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174439 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20290442.000000 Penalty: 5988.974121
	Iteration 25Q: 3 clusters Score -2.029044e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20290444.000000 Penalty: 5988.974121
	Iteration 26Q: 3 clusters Score -2.029044e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174497 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -20290492.000000 Penalty: 5988.974121
	Iteration 27Q: 3 clusters Score -2.029049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174515 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -20290514.000000 Penalty: 5988.974121
	Iteration 28Q: 3 clusters Score -2.029051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174528 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20290532.000000 Penalty: 5988.974121
	Iteration 29Q: 3 clusters Score -2.029053e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174549 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -20290542.000000 Penalty: 5988.974121
	Iteration 30Q: 3 clusters Score -2.029054e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174563 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -20290558.000000 Penalty: 5988.974121
	Iteration 31Q: 3 clusters Score -2.029056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174576 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -20290558.000000 Penalty: 5988.974121
	Iteration 32Q: 3 clusters Score -2.029056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174587 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20290560.000000 Penalty: 5988.974121
	Iteration 33Q: 3 clusters Score -2.029056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174596 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -20290576.000000 Penalty: 5988.974121
	Iteration 34Q: 3 clusters Score -2.029058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174598 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -20290576.000000 Penalty: 5988.974121
	Iteration 35Q: 3 clusters Score -2.029058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174604 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -20290574.000000 Penalty: 5988.974121
	Iteration 36Q: 3 clusters Score -2.029057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20290586.000000 Penalty: 5988.974121
	Iteration 37Q: 3 clusters Score -2.029059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -20290576.000000 Penalty: 5988.974121
	Iteration 38Q: 3 clusters Score -2.029058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174620 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -20290568.000000 Penalty: 5988.974121
	Iteration 39Q: 3 clusters Score -2.029057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174624 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20290568.000000 Penalty: 5988.974121
	Iteration 40F: 3 clusters Score -2.029057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174624 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20290570.000000 Penalty: 5988.974121
	Iteration 41Q: 3 clusters Score -2.029057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174626 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20290584.000000 Penalty: 5988.974121
	Iteration 42Q: 3 clusters Score -2.029058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174628 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -20290572.000000 Penalty: 5988.974121
	Iteration 43Q: 3 clusters Score -2.029057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174634 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20290594.000000 Penalty: 5988.974121
	Iteration 44Q: 3 clusters Score -2.029059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20290578.000000 Penalty: 5988.974121
	Iteration 45Q: 3 clusters Score -2.029058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174642 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20290614.000000 Penalty: 5988.974121
	Iteration 46Q: 3 clusters Score -2.029061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20290624.000000 Penalty: 5988.974121
	Iteration 47Q: 3 clusters Score -2.029062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174654 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20290638.000000 Penalty: 5988.974121
	Iteration 48Q: 3 clusters Score -2.029064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20290642.000000 Penalty: 5988.974121
	Iteration 49Q: 3 clusters Score -2.029064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20290642.000000 Penalty: 5988.974121
	Iteration 50F: 3 clusters Score -2.029064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Entering Unmasked Estep 
Score: -1893877.625000 Penalty: 2420.213379
	Iteration 0F: 2 clusters Score -1893878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1881602.500000 Penalty: 4840.426758
	Iteration 0F: 3 clusters Score -1881602 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1886307.500000 Penalty: 4840.426758
	Iteration 1F: 3 clusters Score -1886308 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1887911.000000 Penalty: 4840.426758
	Iteration 2F: 3 clusters Score -1887911 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1889476.500000 Penalty: 4840.426758
	Iteration 3F: 3 clusters Score -1889476 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1890618.000000 Penalty: 4840.426758
	Iteration 4F: 3 clusters Score -1890618 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1891324.375000 Penalty: 4840.426758
	Iteration 5F: 3 clusters Score -1891324 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1891881.875000 Penalty: 4840.426758
	Iteration 6Q: 3 clusters Score -1891882 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1892405.875000 Penalty: 4840.426758
	Iteration 7Q: 3 clusters Score -1892406 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1892750.000000 Penalty: 4840.426758
	Iteration 8Q: 3 clusters Score -1892750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1892944.750000 Penalty: 4840.426758
	Iteration 9Q: 3 clusters Score -1892945 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1893043.375000 Penalty: 4840.426758
	Iteration 10Q: 3 clusters Score -1893043 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1893096.375000 Penalty: 4840.426758
	Iteration 11Q: 3 clusters Score -1893096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1893123.000000 Penalty: 4840.426758
	Iteration 12Q: 3 clusters Score -1893123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1893146.750000 Penalty: 4840.426758
	Iteration 13Q: 3 clusters Score -1893147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1893163.875000 Penalty: 4840.426758
	Iteration 14Q: 3 clusters Score -1893164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1893178.375000 Penalty: 4840.426758
	Iteration 15Q: 3 clusters Score -1893178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1893191.625000 Penalty: 4840.426758
	Iteration 16Q: 3 clusters Score -1893192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1893197.625000 Penalty: 4840.426758
	Iteration 17Q: 3 clusters Score -1893198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1893193.250000 Penalty: 4840.426758
	Iteration 18Q: 3 clusters Score -1893193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1893193.750000 Penalty: 4840.426758
	Iteration 19Q: 3 clusters Score -1893194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1893197.750000 Penalty: 4840.426758
	Iteration 20F: 3 clusters Score -1893198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1893198.875000 Penalty: 4840.426758
	Iteration 21Q: 3 clusters Score -1893199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1893200.375000 Penalty: 4840.426758
	Iteration 22Q: 3 clusters Score -1893200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1893202.375000 Penalty: 4840.426758
	Iteration 23Q: 3 clusters Score -1893202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1893208.500000 Penalty: 4840.426758
	Iteration 24Q: 3 clusters Score -1893208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1893212.250000 Penalty: 4840.426758
	Iteration 25Q: 3 clusters Score -1893212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1893212.875000 Penalty: 4840.426758
	Iteration 26Q: 3 clusters Score -1893213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1893213.000000 Penalty: 4840.426758
	Iteration 27Q: 3 clusters Score -1893213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1893218.375000 Penalty: 4840.426758
	Iteration 28Q: 3 clusters Score -1893218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1893222.875000 Penalty: 4840.426758
	Iteration 29Q: 3 clusters Score -1893223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1893222.375000 Penalty: 4840.426758
	Iteration 30Q: 3 clusters Score -1893222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1893224.375000 Penalty: 4840.426758
	Iteration 31Q: 3 clusters Score -1893224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1893228.625000 Penalty: 4840.426758
	Iteration 32Q: 3 clusters Score -1893229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1893228.000000 Penalty: 4840.426758
	Iteration 33Q: 3 clusters Score -1893228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1893229.750000 Penalty: 4840.426758
	Iteration 34Q: 3 clusters Score -1893230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1893229.875000 Penalty: 4840.426758
	Iteration 35Q: 3 clusters Score -1893230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1893225.250000 Penalty: 4840.426758
	Iteration 36Q: 3 clusters Score -1893225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1893229.750000 Penalty: 4840.426758
	Iteration 37Q: 3 clusters Score -1893230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1893231.250000 Penalty: 4840.426758
	Iteration 38Q: 3 clusters Score -1893231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1893234.875000 Penalty: 4840.426758
	Iteration 39Q: 3 clusters Score -1893235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1893234.125000 Penalty: 4840.426758
	Iteration 40F: 3 clusters Score -1893234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1893237.375000 Penalty: 4840.426758
	Iteration 41Q: 3 clusters Score -1893237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1893238.375000 Penalty: 4840.426758
	Iteration 42Q: 3 clusters Score -1893238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1893238.875000 Penalty: 4840.426758
	Iteration 43Q: 3 clusters Score -1893239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1893245.125000 Penalty: 4840.426758
	Iteration 44Q: 3 clusters Score -1893245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1893249.375000 Penalty: 4840.426758
	Iteration 45Q: 3 clusters Score -1893249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1893246.125000 Penalty: 4840.426758
	Iteration 46Q: 3 clusters Score -1893246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1893252.875000 Penalty: 4840.426758
	Iteration 47Q: 3 clusters Score -1893253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1893256.750000 Penalty: 4840.426758
	Iteration 48Q: 3 clusters Score -1893257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1893258.125000 Penalty: 4840.426758
	Iteration 49Q: 3 clusters Score -1893258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1893264.250000 Penalty: 4840.426758
	Iteration 50Q: 3 clusters Score -1893264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1893268.500000 Penalty: 4840.426758
	Iteration 51Q: 3 clusters Score -1893268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1893266.625000 Penalty: 4840.426758
	Iteration 52Q: 3 clusters Score -1893267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1893275.625000 Penalty: 4840.426758
	Iteration 53Q: 3 clusters Score -1893276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1893272.875000 Penalty: 4840.426758
	Iteration 54Q: 3 clusters Score -1893273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1893271.625000 Penalty: 4840.426758
	Iteration 55Q: 3 clusters Score -1893272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1893276.500000 Penalty: 4840.426758
	Iteration 56Q: 3 clusters Score -1893276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1893280.250000 Penalty: 4840.426758
	Iteration 57Q: 3 clusters Score -1893280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1893281.500000 Penalty: 4840.426758
	Iteration 58Q: 3 clusters Score -1893282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1893284.125000 Penalty: 4840.426758
	Iteration 59Q: 3 clusters Score -1893284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1893282.625000 Penalty: 4840.426758
	Iteration 60F: 3 clusters Score -1893283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1893283.000000 Penalty: 4840.426758
	Iteration 61Q: 3 clusters Score -1893283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1893286.625000 Penalty: 4840.426758
	Iteration 62Q: 3 clusters Score -1893287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1893284.375000 Penalty: 4840.426758
	Iteration 63Q: 3 clusters Score -1893284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1893290.250000 Penalty: 4840.426758
	Iteration 64Q: 3 clusters Score -1893290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1893291.875000 Penalty: 4840.426758
	Iteration 65Q: 3 clusters Score -1893292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1893290.500000 Penalty: 4840.426758
	Iteration 66Q: 3 clusters Score -1893290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1893297.375000 Penalty: 4840.426758
	Iteration 67Q: 3 clusters Score -1893297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1893301.875000 Penalty: 4840.426758
	Iteration 68Q: 3 clusters Score -1893302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1893302.250000 Penalty: 4840.426758
	Iteration 69Q: 3 clusters Score -1893302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1893305.000000 Penalty: 4840.426758
	Iteration 70Q: 3 clusters Score -1893305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1893307.625000 Penalty: 4840.426758
	Iteration 71Q: 3 clusters Score -1893308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1893309.500000 Penalty: 4840.426758
	Iteration 72Q: 3 clusters Score -1893310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1893312.500000 Penalty: 4840.426758
	Iteration 73Q: 3 clusters Score -1893312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1893314.625000 Penalty: 4840.426758
	Iteration 74Q: 3 clusters Score -1893315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1893319.625000 Penalty: 4840.426758
	Iteration 75Q: 3 clusters Score -1893320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1893321.750000 Penalty: 4840.426758
	Iteration 76Q: 3 clusters Score -1893322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1893327.125000 Penalty: 4840.426758
	Iteration 77Q: 3 clusters Score -1893327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1893330.750000 Penalty: 4840.426758
	Iteration 78Q: 3 clusters Score -1893331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1893338.875000 Penalty: 4840.426758
	Iteration 79Q: 3 clusters Score -1893339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1893346.875000 Penalty: 4840.426758
	Iteration 80F: 3 clusters Score -1893347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1893345.375000 Penalty: 4840.426758
	Iteration 81Q: 3 clusters Score -1893345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1893353.625000 Penalty: 4840.426758
	Iteration 82Q: 3 clusters Score -1893354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1893354.750000 Penalty: 4840.426758
	Iteration 83Q: 3 clusters Score -1893355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1893359.750000 Penalty: 4840.426758
	Iteration 84Q: 3 clusters Score -1893360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1893355.875000 Penalty: 4840.426758
	Iteration 85Q: 3 clusters Score -1893356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1893356.125000 Penalty: 4840.426758
	Iteration 86Q: 3 clusters Score -1893356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1893354.875000 Penalty: 4840.426758
	Iteration 87Q: 3 clusters Score -1893355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1893356.750000 Penalty: 4840.426758
	Iteration 88Q: 3 clusters Score -1893357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1893358.375000 Penalty: 4840.426758
	Iteration 89Q: 3 clusters Score -1893358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1893356.500000 Penalty: 4840.426758
	Iteration 90Q: 3 clusters Score -1893356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1893356.500000 Penalty: 4840.426758
	Iteration 91F: 3 clusters Score -1893356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Entering Unmasked Estep 
Score: -3899938.750000 Penalty: 2604.419678
	Iteration 0F: 2 clusters Score -3899939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3875146.250000 Penalty: 5208.839355
	Iteration 0F: 3 clusters Score -3875146 nChanged 16543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3884827.000000 Penalty: 5208.839355
	Iteration 1F: 3 clusters Score -3884827 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3886334.500000 Penalty: 5208.839355
	Iteration 2F: 3 clusters Score -3886334 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -3888303.500000 Penalty: 5208.839355
	Iteration 3F: 3 clusters Score -3888304 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3890383.500000 Penalty: 5208.839355
	Iteration 4F: 3 clusters Score -3890384 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3892225.000000 Penalty: 5208.839355
	Iteration 5F: 3 clusters Score -3892225 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3893580.000000 Penalty: 5208.839355
	Iteration 6F: 3 clusters Score -3893580 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3894423.000000 Penalty: 5208.839355
	Iteration 7Q: 3 clusters Score -3894423 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3894891.750000 Penalty: 5208.839355
	Iteration 8Q: 3 clusters Score -3894892 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3895257.750000 Penalty: 5208.839355
	Iteration 9Q: 3 clusters Score -3895258 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3895507.750000 Penalty: 5208.839355
	Iteration 10Q: 3 clusters Score -3895508 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3895702.750000 Penalty: 5208.839355
	Iteration 11Q: 3 clusters Score -3895703 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3895858.000000 Penalty: 5208.839355
	Iteration 12Q: 3 clusters Score -3895858 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3896000.500000 Penalty: 5208.839355
	Iteration 13Q: 3 clusters Score -3896000 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3896175.750000 Penalty: 5208.839355
	Iteration 14Q: 3 clusters Score -3896176 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3896333.500000 Penalty: 5208.839355
	Iteration 15Q: 3 clusters Score -3896334 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3896547.250000 Penalty: 5208.839355
	Iteration 16Q: 3 clusters Score -3896547 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3896759.000000 Penalty: 5208.839355
	Iteration 17Q: 3 clusters Score -3896759 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3897051.000000 Penalty: 5208.839355
	Iteration 18Q: 3 clusters Score -3897051 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3897356.250000 Penalty: 5208.839355
	Iteration 19Q: 3 clusters Score -3897356 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3897599.750000 Penalty: 5208.839355
	Iteration 20F: 3 clusters Score -3897600 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3897886.250000 Penalty: 5208.839355
	Iteration 21Q: 3 clusters Score -3897886 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -3898158.000000 Penalty: 5208.839355
	Iteration 22Q: 3 clusters Score -3898158 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -3898438.750000 Penalty: 5208.839355
	Iteration 23Q: 3 clusters Score -3898439 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -3898680.250000 Penalty: 5208.839355
	Iteration 24Q: 3 clusters Score -3898680 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -3898951.000000 Penalty: 5208.839355
	Iteration 25Q: 3 clusters Score -3898951 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3899205.500000 Penalty: 5208.839355
	Iteration 26Q: 3 clusters Score -3899206 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -3899410.250000 Penalty: 5208.839355
	Iteration 27Q: 3 clusters Score -3899410 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -3899583.000000 Penalty: 5208.839355
	Iteration 28Q: 3 clusters Score -3899583 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3899771.500000 Penalty: 5208.839355
	Iteration 29Q: 3 clusters Score -3899772 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -3899943.750000 Penalty: 5208.839355
	Iteration 30Q: 3 clusters Score -3899944 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3900153.250000 Penalty: 5208.839355
	Iteration 31Q: 3 clusters Score -3900153 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3900358.500000 Penalty: 5208.839355
	Iteration 32Q: 3 clusters Score -3900358 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3900522.250000 Penalty: 5208.839355
	Iteration 33Q: 3 clusters Score -3900522 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3900621.250000 Penalty: 5208.839355
	Iteration 34Q: 3 clusters Score -3900621 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3900689.250000 Penalty: 5208.839355
	Iteration 35Q: 3 clusters Score -3900689 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3900738.500000 Penalty: 5208.839355
	Iteration 36Q: 3 clusters Score -3900738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -3900766.500000 Penalty: 5208.839355
	Iteration 37Q: 3 clusters Score -3900766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3900778.500000 Penalty: 5208.839355
	Iteration 38Q: 3 clusters Score -3900778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3900777.500000 Penalty: 5208.839355
	Iteration 39Q: 3 clusters Score -3900778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3900789.750000 Penalty: 5208.839355
	Iteration 40F: 3 clusters Score -3900790 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3900799.250000 Penalty: 5208.839355
	Iteration 41Q: 3 clusters Score -3900799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3900813.250000 Penalty: 5208.839355
	Iteration 42Q: 3 clusters Score -3900813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3900816.250000 Penalty: 5208.839355
	Iteration 43Q: 3 clusters Score -3900816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3900825.000000 Penalty: 5208.839355
	Iteration 44Q: 3 clusters Score -3900825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3900827.750000 Penalty: 5208.839355
	Iteration 45Q: 3 clusters Score -3900828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -3900830.250000 Penalty: 5208.839355
	Iteration 46Q: 3 clusters Score -3900830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3900829.500000 Penalty: 5208.839355
	Iteration 47Q: 3 clusters Score -3900830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3900837.500000 Penalty: 5208.839355
	Iteration 48Q: 3 clusters Score -3900838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3900836.500000 Penalty: 5208.839355
	Iteration 49Q: 3 clusters Score -3900836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3900829.750000 Penalty: 5208.839355
	Iteration 50Q: 3 clusters Score -3900830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3900831.250000 Penalty: 5208.839355
	Iteration 51Q: 3 clusters Score -3900831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3900827.500000 Penalty: 5208.839355
	Iteration 52Q: 3 clusters Score -3900828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3900823.750000 Penalty: 5208.839355
	Iteration 53Q: 3 clusters Score -3900824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -3900823.750000 Penalty: 5208.839355
	Iteration 54Q: 3 clusters Score -3900824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3900820.250000 Penalty: 5208.839355
	Iteration 55Q: 3 clusters Score -3900820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3900830.500000 Penalty: 5208.839355
	Iteration 56Q: 3 clusters Score -3900830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3900822.500000 Penalty: 5208.839355
	Iteration 57Q: 3 clusters Score -3900822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3900818.250000 Penalty: 5208.839355
	Iteration 58Q: 3 clusters Score -3900818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3900817.000000 Penalty: 5208.839355
	Iteration 59Q: 3 clusters Score -3900817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3900820.000000 Penalty: 5208.839355
	Iteration 60F: 3 clusters Score -3900820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3900826.000000 Penalty: 5208.839355
	Iteration 61Q: 3 clusters Score -3900826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -3900823.000000 Penalty: 5208.839355
	Iteration 62Q: 3 clusters Score -3900823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3900825.000000 Penalty: 5208.839355
	Iteration 63Q: 3 clusters Score -3900825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3900826.750000 Penalty: 5208.839355
	Iteration 64Q: 3 clusters Score -3900827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3900824.500000 Penalty: 5208.839355
	Iteration 65Q: 3 clusters Score -3900824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3900826.250000 Penalty: 5208.839355
	Iteration 66Q: 3 clusters Score -3900826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3900826.250000 Penalty: 5208.839355
	Iteration 67F: 3 clusters Score -3900826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 94865 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 48122 members 
Mstep: Class 6 contains 22396 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254101 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 155414 members 
Mstep: Class 12 contains 22977 members 
Mstep: Class 13 contains 33186 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 21255 members 
Mstep: Class 18 contains 15840 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 59967 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7832 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177197 members 
Mstep: Class 27 contains 22917 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 191990 members 
Mstep: Class 31 contains 175351 members 
Mstep: Class 32 contains 17308 members 
Mstep: Class 33 contains 31610 members 
Mstep: Class 34 contains 91195 members 
Mstep: Class 35 contains 135117 members 
Mstep: Class 36 contains 17362 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 75589 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 4767 members 
Entering Unmasked Estep 
Score: -225981136.000000 Penalty: 147590.875000
Splitting cluster 33 changes total score from -225982416.000000 to -225981136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (91195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Entering Unmasked Estep 
Score: -10375053.000000 Penalty: 2832.347412
	Iteration 0F: 2 clusters Score -1.037505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -10313685.000000 Penalty: 5664.694824
	Iteration 0F: 3 clusters Score -1.031368e+07 nChanged 43131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -10338562.000000 Penalty: 5664.694824
	Iteration 1F: 3 clusters Score -1.033856e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -10339742.000000 Penalty: 5664.694824
	Iteration 2Q: 3 clusters Score -1.033974e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -10341105.000000 Penalty: 5664.694824
	Iteration 3Q: 3 clusters Score -1.03411e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -10342922.000000 Penalty: 5664.694824
	Iteration 4Q: 3 clusters Score -1.034292e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -10345264.000000 Penalty: 5664.694824
	Iteration 5Q: 3 clusters Score -1.034526e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -10347738.000000 Penalty: 5664.694824
	Iteration 6F: 3 clusters Score -1.034774e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -10350394.000000 Penalty: 5664.694824
	Iteration 7F: 3 clusters Score -1.035039e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -10353185.000000 Penalty: 5664.694824
	Iteration 8F: 3 clusters Score -1.035318e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -10355793.000000 Penalty: 5664.694824
	Iteration 9F: 3 clusters Score -1.035579e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -10358176.000000 Penalty: 5664.694824
	Iteration 10Q: 3 clusters Score -1.035818e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -10360133.000000 Penalty: 5664.694824
	Iteration 11Q: 3 clusters Score -1.036013e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -10361622.000000 Penalty: 5664.694824
	Iteration 12Q: 3 clusters Score -1.036162e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -10362522.000000 Penalty: 5664.694824
	Iteration 13Q: 3 clusters Score -1.036252e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -10363114.000000 Penalty: 5664.694824
	Iteration 14Q: 3 clusters Score -1.036311e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -10363541.000000 Penalty: 5664.694824
	Iteration 15Q: 3 clusters Score -1.036354e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -10363878.000000 Penalty: 5664.694824
	Iteration 16Q: 3 clusters Score -1.036388e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -10364090.000000 Penalty: 5664.694824
	Iteration 17Q: 3 clusters Score -1.036409e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61300 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -10364220.000000 Penalty: 5664.694824
	Iteration 18Q: 3 clusters Score -1.036422e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -10364380.000000 Penalty: 5664.694824
	Iteration 19Q: 3 clusters Score -1.036438e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62009 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -10364515.000000 Penalty: 5664.694824
	Iteration 20F: 3 clusters Score -1.036452e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -10364709.000000 Penalty: 5664.694824
	Iteration 21Q: 3 clusters Score -1.036471e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -10364873.000000 Penalty: 5664.694824
	Iteration 22Q: 3 clusters Score -1.036487e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -10365008.000000 Penalty: 5664.694824
	Iteration 23Q: 3 clusters Score -1.036501e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63197 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -10365155.000000 Penalty: 5664.694824
	Iteration 24Q: 3 clusters Score -1.036516e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -10365385.000000 Penalty: 5664.694824
	Iteration 25Q: 3 clusters Score -1.036538e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -10365652.000000 Penalty: 5664.694824
	Iteration 26Q: 3 clusters Score -1.036565e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64047 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -10365932.000000 Penalty: 5664.694824
	Iteration 27Q: 3 clusters Score -1.036593e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64452 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -10366305.000000 Penalty: 5664.694824
	Iteration 28Q: 3 clusters Score -1.03663e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -10366753.000000 Penalty: 5664.694824
	Iteration 29Q: 3 clusters Score -1.036675e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -10367265.000000 Penalty: 5664.694824
	Iteration 30Q: 3 clusters Score -1.036726e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -10367823.000000 Penalty: 5664.694824
	Iteration 31Q: 3 clusters Score -1.036782e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -10368383.000000 Penalty: 5664.694824
	Iteration 32Q: 3 clusters Score -1.036838e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66425 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -10369006.000000 Penalty: 5664.694824
	Iteration 33Q: 3 clusters Score -1.036901e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -10369702.000000 Penalty: 5664.694824
	Iteration 34Q: 3 clusters Score -1.03697e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -10370299.000000 Penalty: 5664.694824
	Iteration 35Q: 3 clusters Score -1.03703e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67439 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -10370955.000000 Penalty: 5664.694824
	Iteration 36Q: 3 clusters Score -1.037096e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -10371500.000000 Penalty: 5664.694824
	Iteration 37Q: 3 clusters Score -1.03715e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -10371966.000000 Penalty: 5664.694824
	Iteration 38Q: 3 clusters Score -1.037197e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68471 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -10372243.000000 Penalty: 5664.694824
	Iteration 39Q: 3 clusters Score -1.037224e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -10372441.000000 Penalty: 5664.694824
	Iteration 40F: 3 clusters Score -1.037244e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -10372556.000000 Penalty: 5664.694824
	Iteration 41Q: 3 clusters Score -1.037256e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69120 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -10372584.000000 Penalty: 5664.694824
	Iteration 42Q: 3 clusters Score -1.037258e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -10372604.000000 Penalty: 5664.694824
	Iteration 43Q: 3 clusters Score -1.03726e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -10372645.000000 Penalty: 5664.694824
	Iteration 44Q: 3 clusters Score -1.037264e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -10372631.000000 Penalty: 5664.694824
	Iteration 45Q: 3 clusters Score -1.037263e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -10372638.000000 Penalty: 5664.694824
	Iteration 46Q: 3 clusters Score -1.037264e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -10372694.000000 Penalty: 5664.694824
	Iteration 47Q: 3 clusters Score -1.037269e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -10372683.000000 Penalty: 5664.694824
	Iteration 48Q: 3 clusters Score -1.037268e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -10372686.000000 Penalty: 5664.694824
	Iteration 49Q: 3 clusters Score -1.037269e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -10372689.000000 Penalty: 5664.694824
	Iteration 50Q: 3 clusters Score -1.037269e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -10372693.000000 Penalty: 5664.694824
	Iteration 51Q: 3 clusters Score -1.037269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -10372693.000000 Penalty: 5664.694824
	Iteration 52Q: 3 clusters Score -1.037269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -10372701.000000 Penalty: 5664.694824
	Iteration 53Q: 3 clusters Score -1.03727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -10372683.000000 Penalty: 5664.694824
	Iteration 54Q: 3 clusters Score -1.037268e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -10372691.000000 Penalty: 5664.694824
	Iteration 55Q: 3 clusters Score -1.037269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70142 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -10372685.000000 Penalty: 5664.694824
	Iteration 56Q: 3 clusters Score -1.037268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70166 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -10372684.000000 Penalty: 5664.694824
	Iteration 57Q: 3 clusters Score -1.037268e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70192 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -10372679.000000 Penalty: 5664.694824
	Iteration 58Q: 3 clusters Score -1.037268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70219 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -10372690.000000 Penalty: 5664.694824
	Iteration 59Q: 3 clusters Score -1.037269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -10372694.000000 Penalty: 5664.694824
	Iteration 60F: 3 clusters Score -1.037269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -10372694.000000 Penalty: 5664.694824
	Iteration 61Q: 3 clusters Score -1.037269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -10372697.000000 Penalty: 5664.694824
	Iteration 62Q: 3 clusters Score -1.03727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -10372700.000000 Penalty: 5664.694824
	Iteration 63Q: 3 clusters Score -1.03727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -10372717.000000 Penalty: 5664.694824
	Iteration 64Q: 3 clusters Score -1.037272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -10372711.000000 Penalty: 5664.694824
	Iteration 65Q: 3 clusters Score -1.037271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -10372708.000000 Penalty: 5664.694824
	Iteration 66Q: 3 clusters Score -1.037271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -10372705.000000 Penalty: 5664.694824
	Iteration 67Q: 3 clusters Score -1.03727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70375 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -10372713.000000 Penalty: 5664.694824
	Iteration 68Q: 3 clusters Score -1.037271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -10372700.000000 Penalty: 5664.694824
	Iteration 69Q: 3 clusters Score -1.03727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -10372703.000000 Penalty: 5664.694824
	Iteration 70Q: 3 clusters Score -1.03727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -10372693.000000 Penalty: 5664.694824
	Iteration 71Q: 3 clusters Score -1.037269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70437 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -10372702.000000 Penalty: 5664.694824
	Iteration 72Q: 3 clusters Score -1.03727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -10372696.000000 Penalty: 5664.694824
	Iteration 73Q: 3 clusters Score -1.03727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -10372690.000000 Penalty: 5664.694824
	Iteration 74Q: 3 clusters Score -1.037269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -10372693.000000 Penalty: 5664.694824
	Iteration 75Q: 3 clusters Score -1.037269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -10372698.000000 Penalty: 5664.694824
	Iteration 76Q: 3 clusters Score -1.03727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -10372690.000000 Penalty: 5664.694824
	Iteration 77Q: 3 clusters Score -1.037269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70473 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -10372693.000000 Penalty: 5664.694824
	Iteration 78Q: 3 clusters Score -1.037269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -10372685.000000 Penalty: 5664.694824
	Iteration 79Q: 3 clusters Score -1.037268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -10372692.000000 Penalty: 5664.694824
	Iteration 80F: 3 clusters Score -1.037269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -10372690.000000 Penalty: 5664.694824
	Iteration 81Q: 3 clusters Score -1.037269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -10372694.000000 Penalty: 5664.694824
	Iteration 82Q: 3 clusters Score -1.037269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -10372689.000000 Penalty: 5664.694824
	Iteration 83Q: 3 clusters Score -1.037269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -10372687.000000 Penalty: 5664.694824
	Iteration 84Q: 3 clusters Score -1.037269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70526 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -10372691.000000 Penalty: 5664.694824
	Iteration 85Q: 3 clusters Score -1.037269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -10372692.000000 Penalty: 5664.694824
	Iteration 86Q: 3 clusters Score -1.037269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70544 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -10372681.000000 Penalty: 5664.694824
	Iteration 87Q: 3 clusters Score -1.037268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -10372686.000000 Penalty: 5664.694824
	Iteration 88Q: 3 clusters Score -1.037269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -10372690.000000 Penalty: 5664.694824
	Iteration 89Q: 3 clusters Score -1.037269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -10372694.000000 Penalty: 5664.694824
	Iteration 90Q: 3 clusters Score -1.037269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -10372684.000000 Penalty: 5664.694824
	Iteration 91Q: 3 clusters Score -1.037268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70577 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -10372689.000000 Penalty: 5664.694824
	Iteration 92Q: 3 clusters Score -1.037269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -10372682.000000 Penalty: 5664.694824
	Iteration 93Q: 3 clusters Score -1.037268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -10372682.000000 Penalty: 5664.694824
	Iteration 94Q: 3 clusters Score -1.037268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -10372685.000000 Penalty: 5664.694824
	Iteration 95Q: 3 clusters Score -1.037268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -10372685.000000 Penalty: 5664.694824
	Iteration 96F: 3 clusters Score -1.037268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (135117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135117 members 
Entering Unmasked Estep 
Score: -15730364.000000 Penalty: 2929.846191
	Iteration 0F: 2 clusters Score -1.573036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 67245 members 
Entering Unmasked Estep 
Score: -15640114.000000 Penalty: 5859.692383
	Iteration 0F: 3 clusters Score -1.564011e+07 nChanged 64157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71429 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -15677525.000000 Penalty: 5859.692383
	Iteration 1F: 3 clusters Score -1.567752e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -15678700.000000 Penalty: 5859.692383
	Iteration 2Q: 3 clusters Score -1.56787e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -15680597.000000 Penalty: 5859.692383
	Iteration 3Q: 3 clusters Score -1.56806e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82065 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -15683271.000000 Penalty: 5859.692383
	Iteration 4Q: 3 clusters Score -1.568327e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -15687786.000000 Penalty: 5859.692383
	Iteration 5F: 3 clusters Score -1.568779e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -15694780.000000 Penalty: 5859.692383
	Iteration 6F: 3 clusters Score -1.569478e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -15704325.000000 Penalty: 5859.692383
	Iteration 7F: 3 clusters Score -1.570432e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120654 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -15714556.000000 Penalty: 5859.692383
	Iteration 8F: 3 clusters Score -1.571456e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128505 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -15722073.000000 Penalty: 5859.692383
	Iteration 9F: 3 clusters Score -1.572207e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132426 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -15725744.000000 Penalty: 5859.692383
	Iteration 10Q: 3 clusters Score -1.572574e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133925 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -15726939.000000 Penalty: 5859.692383
	Iteration 11Q: 3 clusters Score -1.572694e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -15727390.000000 Penalty: 5859.692383
	Iteration 12Q: 3 clusters Score -1.572739e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134626 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15727597.000000 Penalty: 5859.692383
	Iteration 13Q: 3 clusters Score -1.57276e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134691 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -15727698.000000 Penalty: 5859.692383
	Iteration 14Q: 3 clusters Score -1.57277e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134726 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15727750.000000 Penalty: 5859.692383
	Iteration 15Q: 3 clusters Score -1.572775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134748 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -15727767.000000 Penalty: 5859.692383
	Iteration 16Q: 3 clusters Score -1.572777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134760 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -15727791.000000 Penalty: 5859.692383
	Iteration 17Q: 3 clusters Score -1.572779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -15727797.000000 Penalty: 5859.692383
	Iteration 18Q: 3 clusters Score -1.57278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134772 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15727814.000000 Penalty: 5859.692383
	Iteration 19Q: 3 clusters Score -1.572781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134770 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -15727828.000000 Penalty: 5859.692383
	Iteration 20F: 3 clusters Score -1.572783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134772 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -15727821.000000 Penalty: 5859.692383
	Iteration 21Q: 3 clusters Score -1.572782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134775 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15727829.000000 Penalty: 5859.692383
	Iteration 22Q: 3 clusters Score -1.572783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134777 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -15727827.000000 Penalty: 5859.692383
	Iteration 23Q: 3 clusters Score -1.572783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -15727833.000000 Penalty: 5859.692383
	Iteration 24Q: 3 clusters Score -1.572783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15727837.000000 Penalty: 5859.692383
	Iteration 25Q: 3 clusters Score -1.572784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134781 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15727843.000000 Penalty: 5859.692383
	Iteration 26Q: 3 clusters Score -1.572784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15727839.000000 Penalty: 5859.692383
	Iteration 27Q: 3 clusters Score -1.572784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134780 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15727839.000000 Penalty: 5859.692383
	Iteration 28F: 3 clusters Score -1.572784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Entering Unmasked Estep 
Score: -1802550.375000 Penalty: 2420.985840
	Iteration 0F: 2 clusters Score -1802550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1790152.000000 Penalty: 4841.971680
	Iteration 0F: 3 clusters Score -1790152 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1794328.000000 Penalty: 4841.971680
	Iteration 1F: 3 clusters Score -1794328 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1794938.500000 Penalty: 4841.971680
	Iteration 2F: 3 clusters Score -1794938 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1795539.750000 Penalty: 4841.971680
	Iteration 3F: 3 clusters Score -1795540 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1796232.500000 Penalty: 4841.971680
	Iteration 4F: 3 clusters Score -1796232 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1796902.500000 Penalty: 4841.971680
	Iteration 5F: 3 clusters Score -1796902 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1797542.625000 Penalty: 4841.971680
	Iteration 6F: 3 clusters Score -1797543 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1798201.250000 Penalty: 4841.971680
	Iteration 7F: 3 clusters Score -1798201 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1798719.625000 Penalty: 4841.971680
	Iteration 8Q: 3 clusters Score -1798720 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1799159.125000 Penalty: 4841.971680
	Iteration 9Q: 3 clusters Score -1799159 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1799496.875000 Penalty: 4841.971680
	Iteration 10Q: 3 clusters Score -1799497 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1799773.625000 Penalty: 4841.971680
	Iteration 11Q: 3 clusters Score -1799774 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1799965.375000 Penalty: 4841.971680
	Iteration 12Q: 3 clusters Score -1799965 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1800134.500000 Penalty: 4841.971680
	Iteration 13Q: 3 clusters Score -1800134 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1800283.500000 Penalty: 4841.971680
	Iteration 14Q: 3 clusters Score -1800284 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1800418.625000 Penalty: 4841.971680
	Iteration 15Q: 3 clusters Score -1800419 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -1800555.125000 Penalty: 4841.971680
	Iteration 16Q: 3 clusters Score -1800555 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1800677.125000 Penalty: 4841.971680
	Iteration 17Q: 3 clusters Score -1800677 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1800780.500000 Penalty: 4841.971680
	Iteration 18Q: 3 clusters Score -1800780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1800851.625000 Penalty: 4841.971680
	Iteration 19Q: 3 clusters Score -1800852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1800910.500000 Penalty: 4841.971680
	Iteration 20F: 3 clusters Score -1800910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1800950.875000 Penalty: 4841.971680
	Iteration 21Q: 3 clusters Score -1800951 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1800984.500000 Penalty: 4841.971680
	Iteration 22Q: 3 clusters Score -1800984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -1801015.375000 Penalty: 4841.971680
	Iteration 23Q: 3 clusters Score -1801015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1801050.875000 Penalty: 4841.971680
	Iteration 24Q: 3 clusters Score -1801051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1801072.375000 Penalty: 4841.971680
	Iteration 25Q: 3 clusters Score -1801072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1801093.375000 Penalty: 4841.971680
	Iteration 26Q: 3 clusters Score -1801093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -1801105.750000 Penalty: 4841.971680
	Iteration 27Q: 3 clusters Score -1801106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1801127.500000 Penalty: 4841.971680
	Iteration 28Q: 3 clusters Score -1801128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1801154.875000 Penalty: 4841.971680
	Iteration 29Q: 3 clusters Score -1801155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -1801179.250000 Penalty: 4841.971680
	Iteration 30Q: 3 clusters Score -1801179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1801195.125000 Penalty: 4841.971680
	Iteration 31Q: 3 clusters Score -1801195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1801205.875000 Penalty: 4841.971680
	Iteration 32Q: 3 clusters Score -1801206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1801208.625000 Penalty: 4841.971680
	Iteration 33Q: 3 clusters Score -1801209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1801214.750000 Penalty: 4841.971680
	Iteration 34Q: 3 clusters Score -1801215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1801221.250000 Penalty: 4841.971680
	Iteration 35Q: 3 clusters Score -1801221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1801226.375000 Penalty: 4841.971680
	Iteration 36Q: 3 clusters Score -1801226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1801229.125000 Penalty: 4841.971680
	Iteration 37Q: 3 clusters Score -1801229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1801229.250000 Penalty: 4841.971680
	Iteration 38Q: 3 clusters Score -1801229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1801234.500000 Penalty: 4841.971680
	Iteration 39Q: 3 clusters Score -1801234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1801236.000000 Penalty: 4841.971680
	Iteration 40F: 3 clusters Score -1801236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1801232.750000 Penalty: 4841.971680
	Iteration 41Q: 3 clusters Score -1801233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1801234.375000 Penalty: 4841.971680
	Iteration 42Q: 3 clusters Score -1801234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1801236.125000 Penalty: 4841.971680
	Iteration 43Q: 3 clusters Score -1801236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1801234.125000 Penalty: 4841.971680
	Iteration 44Q: 3 clusters Score -1801234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1801233.875000 Penalty: 4841.971680
	Iteration 45Q: 3 clusters Score -1801234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1801234.250000 Penalty: 4841.971680
	Iteration 46Q: 3 clusters Score -1801234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1801236.625000 Penalty: 4841.971680
	Iteration 47Q: 3 clusters Score -1801237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1801238.000000 Penalty: 4841.971680
	Iteration 48Q: 3 clusters Score -1801238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -1801239.500000 Penalty: 4841.971680
	Iteration 49Q: 3 clusters Score -1801240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1801238.125000 Penalty: 4841.971680
	Iteration 50Q: 3 clusters Score -1801238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1801240.000000 Penalty: 4841.971680
	Iteration 51Q: 3 clusters Score -1801240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1801238.750000 Penalty: 4841.971680
	Iteration 52Q: 3 clusters Score -1801239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1801240.000000 Penalty: 4841.971680
	Iteration 53Q: 3 clusters Score -1801240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1801245.625000 Penalty: 4841.971680
	Iteration 54Q: 3 clusters Score -1801246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1801246.375000 Penalty: 4841.971680
	Iteration 55Q: 3 clusters Score -1801246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1801248.000000 Penalty: 4841.971680
	Iteration 56Q: 3 clusters Score -1801248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1801247.875000 Penalty: 4841.971680
	Iteration 57Q: 3 clusters Score -1801248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1801248.375000 Penalty: 4841.971680
	Iteration 58Q: 3 clusters Score -1801248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1801249.625000 Penalty: 4841.971680
	Iteration 59Q: 3 clusters Score -1801250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1801250.875000 Penalty: 4841.971680
	Iteration 60F: 3 clusters Score -1801251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1801252.625000 Penalty: 4841.971680
	Iteration 61Q: 3 clusters Score -1801253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1801252.875000 Penalty: 4841.971680
	Iteration 62Q: 3 clusters Score -1801253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1801252.875000 Penalty: 4841.971680
	Iteration 63Q: 3 clusters Score -1801253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -1801251.750000 Penalty: 4841.971680
	Iteration 64Q: 3 clusters Score -1801252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1801251.625000 Penalty: 4841.971680
	Iteration 65Q: 3 clusters Score -1801252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1801251.625000 Penalty: 4841.971680
	Iteration 66F: 3 clusters Score -1801252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -96459.664062 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -96459.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94607.617188 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -94607.62 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -94972.046875 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -94972.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95153.117188 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -95153.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95295.015625 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -95295.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -95485.054688 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -95485.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95652.789062 Penalty: 3393.441406
	Iteration 5F: 3 clusters Score -95652.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -95813.070312 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -95813.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -95915.382812 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -95915.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -96015.140625 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -96015.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -96111.429688 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -96111.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -96207.625000 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -96207.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -96294.257812 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -96294.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96318.375000 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -96318.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96343.640625 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -96343.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -96374.046875 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -96374.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96405.242188 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -96405.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96428.382812 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -96428.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96466.281250 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -96466.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96517.820312 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -96517.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96608.070312 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -96608.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96741.062500 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -96741.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97002.460938 Penalty: 3393.441406
	Iteration 21Q: 3 clusters Score -97002.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97138.820312 Penalty: 3393.441406
	Iteration 22Q: 3 clusters Score -97138.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97143.718750 Penalty: 3393.441406
	Iteration 23Q: 3 clusters Score -97143.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97143.718750 Penalty: 3393.441406
	Iteration 24F: 3 clusters Score -97143.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 94865 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 48122 members 
Mstep: Class 6 contains 22396 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254101 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 155414 members 
Mstep: Class 12 contains 22977 members 
Mstep: Class 13 contains 33186 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 21255 members 
Mstep: Class 18 contains 15840 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 59967 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7832 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177197 members 
Mstep: Class 27 contains 22917 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 191990 members 
Mstep: Class 31 contains 175351 members 
Mstep: Class 32 contains 17308 members 
Mstep: Class 33 contains 36377 members 
Mstep: Class 34 contains 91195 members 
Mstep: Class 35 contains 135117 members 
Mstep: Class 36 contains 17362 members 
Mstep: Class 37 contains 509 members 
Mstep: Class 38 contains 75589 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 427 members 
Entering Unmasked Estep 
Score: -225980960.000000 Penalty: 147590.875000
Splitting cluster 37 changes total score from -225982416.000000 to -225980960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (75589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Entering Unmasked Estep 
Score: -8849902.000000 Penalty: 2785.800293
	Iteration 0F: 2 clusters Score -8849902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -8799236.000000 Penalty: 5571.600586
	Iteration 0F: 3 clusters Score -8799236 nChanged 35747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -8819348.000000 Penalty: 5571.600586
	Iteration 1F: 3 clusters Score -8819348 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -8820243.000000 Penalty: 5571.600586
	Iteration 2Q: 3 clusters Score -8820243 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8821041.000000 Penalty: 5571.600586
	Iteration 3Q: 3 clusters Score -8821041 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -8822140.000000 Penalty: 5571.600586
	Iteration 4Q: 3 clusters Score -8822140 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -8823265.000000 Penalty: 5571.600586
	Iteration 5Q: 3 clusters Score -8823265 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -8824490.000000 Penalty: 5571.600586
	Iteration 6Q: 3 clusters Score -8824490 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -8825988.000000 Penalty: 5571.600586
	Iteration 7Q: 3 clusters Score -8825988 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -8827822.000000 Penalty: 5571.600586
	Iteration 8Q: 3 clusters Score -8827822 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -8830121.000000 Penalty: 5571.600586
	Iteration 9F: 3 clusters Score -8830121 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -8832766.000000 Penalty: 5571.600586
	Iteration 10F: 3 clusters Score -8832766 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -8835560.000000 Penalty: 5571.600586
	Iteration 11Q: 3 clusters Score -8835560 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -8837959.000000 Penalty: 5571.600586
	Iteration 12Q: 3 clusters Score -8837959 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -8839699.000000 Penalty: 5571.600586
	Iteration 13Q: 3 clusters Score -8839699 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -8840843.000000 Penalty: 5571.600586
	Iteration 14Q: 3 clusters Score -8840843 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -8841655.000000 Penalty: 5571.600586
	Iteration 15Q: 3 clusters Score -8841655 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -8842278.000000 Penalty: 5571.600586
	Iteration 16Q: 3 clusters Score -8842278 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -8842788.000000 Penalty: 5571.600586
	Iteration 17Q: 3 clusters Score -8842788 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63342 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -8843230.000000 Penalty: 5571.600586
	Iteration 18Q: 3 clusters Score -8843230 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -8843592.000000 Penalty: 5571.600586
	Iteration 19Q: 3 clusters Score -8843592 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64788 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -8843933.000000 Penalty: 5571.600586
	Iteration 20F: 3 clusters Score -8843933 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -8844191.000000 Penalty: 5571.600586
	Iteration 21Q: 3 clusters Score -8844191 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -8844506.000000 Penalty: 5571.600586
	Iteration 22Q: 3 clusters Score -8844506 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -8844743.000000 Penalty: 5571.600586
	Iteration 23Q: 3 clusters Score -8844743 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -8844938.000000 Penalty: 5571.600586
	Iteration 24Q: 3 clusters Score -8844938 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -8845105.000000 Penalty: 5571.600586
	Iteration 25Q: 3 clusters Score -8845105 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -8845318.000000 Penalty: 5571.600586
	Iteration 26Q: 3 clusters Score -8845318 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8845487.000000 Penalty: 5571.600586
	Iteration 27Q: 3 clusters Score -8845487 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -8845728.000000 Penalty: 5571.600586
	Iteration 28Q: 3 clusters Score -8845728 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -8845953.000000 Penalty: 5571.600586
	Iteration 29Q: 3 clusters Score -8845953 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8846137.000000 Penalty: 5571.600586
	Iteration 30Q: 3 clusters Score -8846137 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70508 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -8846301.000000 Penalty: 5571.600586
	Iteration 31Q: 3 clusters Score -8846301 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -8846466.000000 Penalty: 5571.600586
	Iteration 32Q: 3 clusters Score -8846466 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8846624.000000 Penalty: 5571.600586
	Iteration 33Q: 3 clusters Score -8846624 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -8846757.000000 Penalty: 5571.600586
	Iteration 34Q: 3 clusters Score -8846757 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8846888.000000 Penalty: 5571.600586
	Iteration 35Q: 3 clusters Score -8846888 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8847021.000000 Penalty: 5571.600586
	Iteration 36Q: 3 clusters Score -8847021 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8847118.000000 Penalty: 5571.600586
	Iteration 37Q: 3 clusters Score -8847118 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8847219.000000 Penalty: 5571.600586
	Iteration 38Q: 3 clusters Score -8847219 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8847297.000000 Penalty: 5571.600586
	Iteration 39Q: 3 clusters Score -8847297 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8847384.000000 Penalty: 5571.600586
	Iteration 40F: 3 clusters Score -8847384 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8847465.000000 Penalty: 5571.600586
	Iteration 41Q: 3 clusters Score -8847465 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8847534.000000 Penalty: 5571.600586
	Iteration 42Q: 3 clusters Score -8847534 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8847611.000000 Penalty: 5571.600586
	Iteration 43Q: 3 clusters Score -8847611 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8847654.000000 Penalty: 5571.600586
	Iteration 44Q: 3 clusters Score -8847654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8847701.000000 Penalty: 5571.600586
	Iteration 45Q: 3 clusters Score -8847701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8847732.000000 Penalty: 5571.600586
	Iteration 46Q: 3 clusters Score -8847732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8847758.000000 Penalty: 5571.600586
	Iteration 47Q: 3 clusters Score -8847758 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8847796.000000 Penalty: 5571.600586
	Iteration 48Q: 3 clusters Score -8847796 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8847823.000000 Penalty: 5571.600586
	Iteration 49Q: 3 clusters Score -8847823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8847838.000000 Penalty: 5571.600586
	Iteration 50Q: 3 clusters Score -8847838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8847852.000000 Penalty: 5571.600586
	Iteration 51Q: 3 clusters Score -8847852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8847881.000000 Penalty: 5571.600586
	Iteration 52Q: 3 clusters Score -8847881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8847887.000000 Penalty: 5571.600586
	Iteration 53Q: 3 clusters Score -8847887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8847906.000000 Penalty: 5571.600586
	Iteration 54Q: 3 clusters Score -8847906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8847900.000000 Penalty: 5571.600586
	Iteration 55Q: 3 clusters Score -8847900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8847894.000000 Penalty: 5571.600586
	Iteration 56Q: 3 clusters Score -8847894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8847894.000000 Penalty: 5571.600586
	Iteration 57Q: 3 clusters Score -8847894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8847908.000000 Penalty: 5571.600586
	Iteration 58Q: 3 clusters Score -8847908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8847905.000000 Penalty: 5571.600586
	Iteration 59Q: 3 clusters Score -8847905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8847912.000000 Penalty: 5571.600586
	Iteration 60F: 3 clusters Score -8847912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8847932.000000 Penalty: 5571.600586
	Iteration 61Q: 3 clusters Score -8847932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8847926.000000 Penalty: 5571.600586
	Iteration 62Q: 3 clusters Score -8847926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8847933.000000 Penalty: 5571.600586
	Iteration 63Q: 3 clusters Score -8847933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8847928.000000 Penalty: 5571.600586
	Iteration 64Q: 3 clusters Score -8847928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8847932.000000 Penalty: 5571.600586
	Iteration 65Q: 3 clusters Score -8847932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74181 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8847929.000000 Penalty: 5571.600586
	Iteration 66Q: 3 clusters Score -8847929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8847937.000000 Penalty: 5571.600586
	Iteration 67Q: 3 clusters Score -8847937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8847932.000000 Penalty: 5571.600586
	Iteration 68Q: 3 clusters Score -8847932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8847944.000000 Penalty: 5571.600586
	Iteration 69Q: 3 clusters Score -8847944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8847948.000000 Penalty: 5571.600586
	Iteration 70Q: 3 clusters Score -8847948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8847946.000000 Penalty: 5571.600586
	Iteration 71Q: 3 clusters Score -8847946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8847940.000000 Penalty: 5571.600586
	Iteration 72Q: 3 clusters Score -8847940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8847949.000000 Penalty: 5571.600586
	Iteration 73Q: 3 clusters Score -8847949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8847953.000000 Penalty: 5571.600586
	Iteration 74Q: 3 clusters Score -8847953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8847949.000000 Penalty: 5571.600586
	Iteration 75Q: 3 clusters Score -8847949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8847955.000000 Penalty: 5571.600586
	Iteration 76Q: 3 clusters Score -8847955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74219 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8847951.000000 Penalty: 5571.600586
	Iteration 77Q: 3 clusters Score -8847951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8847948.000000 Penalty: 5571.600586
	Iteration 78Q: 3 clusters Score -8847948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8847948.000000 Penalty: 5571.600586
	Iteration 79F: 3 clusters Score -8847948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -166659.953125 Penalty: 1820.527222
	Iteration 0F: 2 clusters Score -166660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -164368.859375 Penalty: 3641.054443
	Iteration 0F: 3 clusters Score -164368.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -164798.812500 Penalty: 3641.054443
	Iteration 1F: 3 clusters Score -164798.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164929.140625 Penalty: 3641.054443
	Iteration 2F: 3 clusters Score -164929.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -165016.546875 Penalty: 3641.054443
	Iteration 3Q: 3 clusters Score -165016.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165077.234375 Penalty: 3641.054443
	Iteration 4Q: 3 clusters Score -165077.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -165123.156250 Penalty: 3641.054443
	Iteration 5Q: 3 clusters Score -165123.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -165160.343750 Penalty: 3641.054443
	Iteration 6Q: 3 clusters Score -165160.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -165192.046875 Penalty: 3641.054443
	Iteration 7Q: 3 clusters Score -165192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -165217.531250 Penalty: 3641.054443
	Iteration 8Q: 3 clusters Score -165217.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -165239.750000 Penalty: 3641.054443
	Iteration 9Q: 3 clusters Score -165239.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -165273.734375 Penalty: 3641.054443
	Iteration 10Q: 3 clusters Score -165273.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -165298.640625 Penalty: 3641.054443
	Iteration 11Q: 3 clusters Score -165298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -165316.031250 Penalty: 3641.054443
	Iteration 12Q: 3 clusters Score -165316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -165330.859375 Penalty: 3641.054443
	Iteration 13Q: 3 clusters Score -165330.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -165341.968750 Penalty: 3641.054443
	Iteration 14Q: 3 clusters Score -165342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -165349.296875 Penalty: 3641.054443
	Iteration 15Q: 3 clusters Score -165349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -165356.390625 Penalty: 3641.054443
	Iteration 16Q: 3 clusters Score -165356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -165358.250000 Penalty: 3641.054443
	Iteration 17Q: 3 clusters Score -165358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -165360.703125 Penalty: 3641.054443
	Iteration 18Q: 3 clusters Score -165360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -165360.703125 Penalty: 3641.054443
	Iteration 19F: 3 clusters Score -165360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62468.535156 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62468.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60940.066406 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60940.07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61452.433594 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -61452.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61628.882812 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61628.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61788.019531 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61788.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61931.199219 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -61931.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62024.113281 Penalty: 3197.863525
	Iteration 5F: 3 clusters Score -62024.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62108.027344 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -62108.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62170.757812 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -62170.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -62234.542969 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -62234.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62273.042969 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -62273.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62295.964844 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -62295.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62330.867188 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -62330.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62341.425781 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -62341.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -62349.738281 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -62349.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62369.667969 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -62369.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -62375.675781 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -62375.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -62389.007812 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -62389.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62402.171875 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -62402.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62406.617188 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -62406.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62406.617188 Penalty: 3197.863525
	Iteration 19F: 3 clusters Score -62406.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 94865 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 48122 members 
Mstep: Class 6 contains 22396 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254101 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 155414 members 
Mstep: Class 12 contains 22977 members 
Mstep: Class 13 contains 33186 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 21255 members 
Mstep: Class 18 contains 15840 members 
Mstep: Class 19 contains 14213 members 
Mstep: Class 20 contains 59967 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7832 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177197 members 
Mstep: Class 27 contains 22917 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 191990 members 
Mstep: Class 31 contains 175351 members 
Mstep: Class 32 contains 17308 members 
Mstep: Class 33 contains 36377 members 
Mstep: Class 34 contains 91195 members 
Mstep: Class 35 contains 135117 members 
Mstep: Class 36 contains 17362 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 75589 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982208.000000 Penalty: 143991.093750
Iteration 159Q: 41 clusters Score -2.259822e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 94855 members 
Mstep: Class 4 contains 5500 members 
Mstep: Class 5 contains 48112 members 
Mstep: Class 6 contains 22395 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254111 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 11 contains 155451 members 
Mstep: Class 12 contains 22974 members 
Mstep: Class 13 contains 33179 members 
Mstep: Class 14 contains 40786 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 21252 members 
Mstep: Class 18 contains 15870 members 
Mstep: Class 19 contains 14248 members 
Mstep: Class 20 contains 59968 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7831 members 
Mstep: Class 24 contains 13858 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177208 members 
Mstep: Class 27 contains 22926 members 
Mstep: Class 28 contains 6677 members 
Mstep: Class 29 contains 3889 members 
Mstep: Class 30 contains 191981 members 
Mstep: Class 31 contains 175347 members 
Mstep: Class 32 contains 17309 members 
Mstep: Class 33 contains 36367 members 
Mstep: Class 34 contains 90967 members 
Mstep: Class 35 contains 134962 members 
Mstep: Class 36 contains 17358 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 75879 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982416.000000 Penalty: 143991.093750
Iteration 160F: 41 clusters Score -2.259824e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 6295 members 
Mstep: Class 3 contains 94845 members 
Mstep: Class 4 contains 5510 members 
Mstep: Class 5 contains 48101 members 
Mstep: Class 6 contains 22391 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254116 members 
Mstep: Class 10 contains 5203 members 
Mstep: Class 11 contains 155489 members 
Mstep: Class 12 contains 22963 members 
Mstep: Class 13 contains 33177 members 
Mstep: Class 14 contains 40780 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 9171 members 
Mstep: Class 17 contains 21250 members 
Mstep: Class 18 contains 15900 members 
Mstep: Class 19 contains 14277 members 
Mstep: Class 20 contains 59972 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7831 members 
Mstep: Class 24 contains 13857 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177208 members 
Mstep: Class 27 contains 22934 members 
Mstep: Class 28 contains 6678 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 191976 members 
Mstep: Class 31 contains 175360 members 
Mstep: Class 32 contains 17311 members 
Mstep: Class 33 contains 36353 members 
Mstep: Class 34 contains 90740 members 
Mstep: Class 35 contains 134841 members 
Mstep: Class 36 contains 17366 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 76164 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982448.000000 Penalty: 143991.093750
Iteration 161Q: 41 clusters Score -2.259824e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 94838 members 
Mstep: Class 4 contains 5516 members 
Mstep: Class 5 contains 48090 members 
Mstep: Class 6 contains 22387 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254091 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 155529 members 
Mstep: Class 12 contains 22955 members 
Mstep: Class 13 contains 33175 members 
Mstep: Class 14 contains 40773 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 9172 members 
Mstep: Class 17 contains 21254 members 
Mstep: Class 18 contains 15931 members 
Mstep: Class 19 contains 14312 members 
Mstep: Class 20 contains 59973 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 7830 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177211 members 
Mstep: Class 27 contains 22955 members 
Mstep: Class 28 contains 6679 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 191971 members 
Mstep: Class 31 contains 175366 members 
Mstep: Class 32 contains 17312 members 
Mstep: Class 33 contains 36355 members 
Mstep: Class 34 contains 90552 members 
Mstep: Class 35 contains 134709 members 
Mstep: Class 36 contains 17367 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 76418 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982208.000000 Penalty: 143991.093750
Iteration 162Q: 41 clusters Score -2.259822e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179552 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 94831 members 
Mstep: Class 4 contains 5521 members 
Mstep: Class 5 contains 48075 members 
Mstep: Class 6 contains 22384 members 
Mstep: Class 7 contains 19595 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254072 members 
Mstep: Class 10 contains 5171 members 
Mstep: Class 11 contains 155567 members 
Mstep: Class 12 contains 22947 members 
Mstep: Class 13 contains 33175 members 
Mstep: Class 14 contains 40771 members 
Mstep: Class 15 contains 16883 members 
Mstep: Class 16 contains 9175 members 
Mstep: Class 17 contains 21252 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 14352 members 
Mstep: Class 20 contains 59975 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7830 members 
Mstep: Class 24 contains 13853 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177221 members 
Mstep: Class 27 contains 22954 members 
Mstep: Class 28 contains 6679 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 191967 members 
Mstep: Class 31 contains 175361 members 
Mstep: Class 32 contains 17311 members 
Mstep: Class 33 contains 36363 members 
Mstep: Class 34 contains 90370 members 
Mstep: Class 35 contains 134604 members 
Mstep: Class 36 contains 17368 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 76649 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981968.000000 Penalty: 143991.093750
Iteration 163Q: 41 clusters Score -2.25982e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 94823 members 
Mstep: Class 4 contains 5532 members 
Mstep: Class 5 contains 48052 members 
Mstep: Class 6 contains 22388 members 
Mstep: Class 7 contains 19594 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254040 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 155612 members 
Mstep: Class 12 contains 22945 members 
Mstep: Class 13 contains 33173 members 
Mstep: Class 14 contains 40768 members 
Mstep: Class 15 contains 16883 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 21248 members 
Mstep: Class 18 contains 16007 members 
Mstep: Class 19 contains 14385 members 
Mstep: Class 20 contains 59973 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 13858 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177216 members 
Mstep: Class 27 contains 22957 members 
Mstep: Class 28 contains 6678 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 191969 members 
Mstep: Class 31 contains 175367 members 
Mstep: Class 32 contains 17310 members 
Mstep: Class 33 contains 36359 members 
Mstep: Class 34 contains 90203 members 
Mstep: Class 35 contains 134494 members 
Mstep: Class 36 contains 17373 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 76876 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225981712.000000 Penalty: 143991.093750
Iteration 164Q: 41 clusters Score -2.259817e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 94806 members 
Mstep: Class 4 contains 5544 members 
Mstep: Class 5 contains 48047 members 
Mstep: Class 6 contains 22390 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253999 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 155631 members 
Mstep: Class 12 contains 22945 members 
Mstep: Class 13 contains 33172 members 
Mstep: Class 14 contains 40765 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 9182 members 
Mstep: Class 17 contains 21250 members 
Mstep: Class 18 contains 16034 members 
Mstep: Class 19 contains 14438 members 
Mstep: Class 20 contains 59976 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7835 members 
Mstep: Class 24 contains 13860 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177208 members 
Mstep: Class 27 contains 22962 members 
Mstep: Class 28 contains 6677 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 191967 members 
Mstep: Class 31 contains 175370 members 
Mstep: Class 32 contains 17313 members 
Mstep: Class 33 contains 36361 members 
Mstep: Class 34 contains 90048 members 
Mstep: Class 35 contains 134412 members 
Mstep: Class 36 contains 17380 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 77105 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982016.000000 Penalty: 143991.093750
Iteration 165Q: 41 clusters Score -2.25982e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 6299 members 
Mstep: Class 3 contains 94793 members 
Mstep: Class 4 contains 5556 members 
Mstep: Class 5 contains 48026 members 
Mstep: Class 6 contains 22389 members 
Mstep: Class 7 contains 19582 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253982 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 155643 members 
Mstep: Class 12 contains 22941 members 
Mstep: Class 13 contains 33170 members 
Mstep: Class 14 contains 40761 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 9183 members 
Mstep: Class 17 contains 21249 members 
Mstep: Class 18 contains 16052 members 
Mstep: Class 19 contains 14486 members 
Mstep: Class 20 contains 59979 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9232 members 
Mstep: Class 23 contains 7832 members 
Mstep: Class 24 contains 13861 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177218 members 
Mstep: Class 27 contains 22971 members 
Mstep: Class 28 contains 6677 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 191965 members 
Mstep: Class 31 contains 175367 members 
Mstep: Class 32 contains 17319 members 
Mstep: Class 33 contains 36372 members 
Mstep: Class 34 contains 89874 members 
Mstep: Class 35 contains 134329 members 
Mstep: Class 36 contains 17390 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 77317 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982288.000000 Penalty: 143991.093750
Iteration 166Q: 41 clusters Score -2.259823e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179550 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 94783 members 
Mstep: Class 4 contains 5560 members 
Mstep: Class 5 contains 48018 members 
Mstep: Class 6 contains 22388 members 
Mstep: Class 7 contains 19578 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253974 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 155656 members 
Mstep: Class 12 contains 22937 members 
Mstep: Class 13 contains 33170 members 
Mstep: Class 14 contains 40756 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 9183 members 
Mstep: Class 17 contains 21246 members 
Mstep: Class 18 contains 16072 members 
Mstep: Class 19 contains 14539 members 
Mstep: Class 20 contains 59977 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9234 members 
Mstep: Class 23 contains 7830 members 
Mstep: Class 24 contains 13858 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177218 members 
Mstep: Class 27 contains 22980 members 
Mstep: Class 28 contains 6677 members 
Mstep: Class 29 contains 3887 members 
Mstep: Class 30 contains 191954 members 
Mstep: Class 31 contains 175374 members 
Mstep: Class 32 contains 17321 members 
Mstep: Class 33 contains 36379 members 
Mstep: Class 34 contains 89726 members 
Mstep: Class 35 contains 134237 members 
Mstep: Class 36 contains 17404 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 77508 members 
Mstep: Class 39 contains 1543 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982144.000000 Penalty: 143991.093750
Iteration 167Q: 41 clusters Score -2.259821e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 94774 members 
Mstep: Class 4 contains 5564 members 
Mstep: Class 5 contains 48008 members 
Mstep: Class 6 contains 22389 members 
Mstep: Class 7 contains 19572 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253953 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 155686 members 
Mstep: Class 12 contains 22935 members 
Mstep: Class 13 contains 33169 members 
Mstep: Class 14 contains 40752 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 9184 members 
Mstep: Class 17 contains 21244 members 
Mstep: Class 18 contains 16099 members 
Mstep: Class 19 contains 14601 members 
Mstep: Class 20 contains 59972 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7830 members 
Mstep: Class 24 contains 13854 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177214 members 
Mstep: Class 27 contains 22992 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3887 members 
Mstep: Class 30 contains 191951 members 
Mstep: Class 31 contains 175365 members 
Mstep: Class 32 contains 17322 members 
Mstep: Class 33 contains 36378 members 
Mstep: Class 34 contains 89608 members 
Mstep: Class 35 contains 134146 members 
Mstep: Class 36 contains 17411 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 77681 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982176.000000 Penalty: 143991.093750
Iteration 168Q: 41 clusters Score -2.259822e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 6305 members 
Mstep: Class 3 contains 94758 members 
Mstep: Class 4 contains 5573 members 
Mstep: Class 5 contains 48002 members 
Mstep: Class 6 contains 22390 members 
Mstep: Class 7 contains 19569 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253953 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 155702 members 
Mstep: Class 12 contains 22933 members 
Mstep: Class 13 contains 33166 members 
Mstep: Class 14 contains 40745 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 9184 members 
Mstep: Class 17 contains 21243 members 
Mstep: Class 18 contains 16121 members 
Mstep: Class 19 contains 14654 members 
Mstep: Class 20 contains 59974 members 
Mstep: Class 21 contains 1466 members 
Mstep: Class 22 contains 9232 members 
Mstep: Class 23 contains 7822 members 
Mstep: Class 24 contains 13847 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177203 members 
Mstep: Class 27 contains 22998 members 
Mstep: Class 28 contains 6673 members 
Mstep: Class 29 contains 3888 members 
Mstep: Class 30 contains 191946 members 
Mstep: Class 31 contains 175368 members 
Mstep: Class 32 contains 17321 members 
Mstep: Class 33 contains 36378 members 
Mstep: Class 34 contains 89510 members 
Mstep: Class 35 contains 134055 members 
Mstep: Class 36 contains 17424 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 77832 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982272.000000 Penalty: 143991.093750
Iteration 169Q: 41 clusters Score -2.259823e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179546 members 
Mstep: Class 2 contains 6305 members 
Mstep: Class 3 contains 94749 members 
Mstep: Class 4 contains 5578 members 
Mstep: Class 5 contains 47989 members 
Mstep: Class 6 contains 22389 members 
Mstep: Class 7 contains 19569 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253956 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 155715 members 
Mstep: Class 12 contains 22931 members 
Mstep: Class 13 contains 33161 members 
Mstep: Class 14 contains 40739 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 17 contains 21244 members 
Mstep: Class 18 contains 16141 members 
Mstep: Class 19 contains 14705 members 
Mstep: Class 20 contains 59974 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 9230 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 13830 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177207 members 
Mstep: Class 27 contains 22997 members 
Mstep: Class 28 contains 6675 members 
Mstep: Class 29 contains 3890 members 
Mstep: Class 30 contains 191948 members 
Mstep: Class 31 contains 175361 members 
Mstep: Class 32 contains 17324 members 
Mstep: Class 33 contains 36365 members 
Mstep: Class 34 contains 89400 members 
Mstep: Class 35 contains 133980 members 
Mstep: Class 36 contains 17440 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 77969 members 
Mstep: Class 39 contains 1541 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982384.000000 Penalty: 143991.093750
Iteration 170Q: 41 clusters Score -2.259824e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 94739 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 5 contains 47978 members 
Mstep: Class 6 contains 22387 members 
Mstep: Class 7 contains 19566 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253956 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 155732 members 
Mstep: Class 12 contains 22925 members 
Mstep: Class 13 contains 33160 members 
Mstep: Class 14 contains 40737 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 21243 members 
Mstep: Class 18 contains 16166 members 
Mstep: Class 19 contains 14738 members 
Mstep: Class 20 contains 59975 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7820 members 
Mstep: Class 24 contains 13817 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177206 members 
Mstep: Class 27 contains 23002 members 
Mstep: Class 28 contains 6674 members 
Mstep: Class 29 contains 3890 members 
Mstep: Class 30 contains 191945 members 
Mstep: Class 31 contains 175358 members 
Mstep: Class 32 contains 17329 members 
Mstep: Class 33 contains 36359 members 
Mstep: Class 34 contains 89282 members 
Mstep: Class 35 contains 133894 members 
Mstep: Class 36 contains 17454 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 78117 members 
Mstep: Class 39 contains 1539 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982448.000000 Penalty: 143991.093750
Iteration 171Q: 41 clusters Score -2.259824e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179544 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 94732 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 47957 members 
Mstep: Class 6 contains 22386 members 
Mstep: Class 7 contains 19562 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253970 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 155736 members 
Mstep: Class 12 contains 22922 members 
Mstep: Class 13 contains 33157 members 
Mstep: Class 14 contains 40735 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 9187 members 
Mstep: Class 17 contains 21247 members 
Mstep: Class 18 contains 16188 members 
Mstep: Class 19 contains 14767 members 
Mstep: Class 20 contains 59976 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7819 members 
Mstep: Class 24 contains 13807 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177209 members 
Mstep: Class 27 contains 23020 members 
Mstep: Class 28 contains 6673 members 
Mstep: Class 29 contains 3891 members 
Mstep: Class 30 contains 191944 members 
Mstep: Class 31 contains 175344 members 
Mstep: Class 32 contains 17334 members 
Mstep: Class 33 contains 36348 members 
Mstep: Class 34 contains 89141 members 
Mstep: Class 35 contains 133816 members 
Mstep: Class 36 contains 17462 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 78279 members 
Mstep: Class 39 contains 1539 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982480.000000 Penalty: 143991.093750
Iteration 172Q: 41 clusters Score -2.259825e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 6308 members 
Mstep: Class 3 contains 94727 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 47944 members 
Mstep: Class 6 contains 22386 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253980 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 155729 members 
Mstep: Class 12 contains 22913 members 
Mstep: Class 13 contains 33154 members 
Mstep: Class 14 contains 40733 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 21248 members 
Mstep: Class 18 contains 16209 members 
Mstep: Class 19 contains 14796 members 
Mstep: Class 20 contains 59978 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 9234 members 
Mstep: Class 23 contains 7819 members 
Mstep: Class 24 contains 13800 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177211 members 
Mstep: Class 27 contains 23031 members 
Mstep: Class 28 contains 6673 members 
Mstep: Class 29 contains 3891 members 
Mstep: Class 30 contains 191935 members 
Mstep: Class 31 contains 175332 members 
Mstep: Class 32 contains 17340 members 
Mstep: Class 33 contains 36343 members 
Mstep: Class 34 contains 89003 members 
Mstep: Class 35 contains 133749 members 
Mstep: Class 36 contains 17469 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 78431 members 
Mstep: Class 39 contains 1539 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982192.000000 Penalty: 143991.093750
Iteration 173Q: 41 clusters Score -2.259822e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 6307 members 
Mstep: Class 3 contains 94719 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 47932 members 
Mstep: Class 6 contains 22386 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253975 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 155733 members 
Mstep: Class 12 contains 22907 members 
Mstep: Class 13 contains 33149 members 
Mstep: Class 14 contains 40729 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 21247 members 
Mstep: Class 18 contains 16231 members 
Mstep: Class 19 contains 14818 members 
Mstep: Class 20 contains 59983 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 9232 members 
Mstep: Class 23 contains 7821 members 
Mstep: Class 24 contains 13782 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177213 members 
Mstep: Class 27 contains 23044 members 
Mstep: Class 28 contains 6670 members 
Mstep: Class 29 contains 3891 members 
Mstep: Class 30 contains 191931 members 
Mstep: Class 31 contains 175315 members 
Mstep: Class 32 contains 17348 members 
Mstep: Class 33 contains 36342 members 
Mstep: Class 34 contains 88877 members 
Mstep: Class 35 contains 133677 members 
Mstep: Class 36 contains 17478 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 78578 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982144.000000 Penalty: 143991.093750
Iteration 174Q: 41 clusters Score -2.259821e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 6306 members 
Mstep: Class 3 contains 94715 members 
Mstep: Class 4 contains 5606 members 
Mstep: Class 5 contains 47917 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253951 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 155738 members 
Mstep: Class 12 contains 22900 members 
Mstep: Class 13 contains 33148 members 
Mstep: Class 14 contains 40730 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 9194 members 
Mstep: Class 17 contains 21250 members 
Mstep: Class 18 contains 16239 members 
Mstep: Class 19 contains 14834 members 
Mstep: Class 20 contains 59981 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 9232 members 
Mstep: Class 23 contains 7826 members 
Mstep: Class 24 contains 13766 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177231 members 
Mstep: Class 27 contains 23050 members 
Mstep: Class 28 contains 6667 members 
Mstep: Class 29 contains 3891 members 
Mstep: Class 30 contains 191921 members 
Mstep: Class 31 contains 175292 members 
Mstep: Class 32 contains 17354 members 
Mstep: Class 33 contains 36329 members 
Mstep: Class 34 contains 88785 members 
Mstep: Class 35 contains 133603 members 
Mstep: Class 36 contains 17503 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 78724 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982080.000000 Penalty: 143991.093750
Iteration 175Q: 41 clusters Score -2.259821e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179551 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 94710 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 47898 members 
Mstep: Class 6 contains 22380 members 
Mstep: Class 7 contains 19550 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253939 members 
Mstep: Class 10 contains 5187 members 
Mstep: Class 11 contains 155756 members 
Mstep: Class 12 contains 22891 members 
Mstep: Class 13 contains 33147 members 
Mstep: Class 14 contains 40731 members 
Mstep: Class 15 contains 16890 members 
Mstep: Class 16 contains 9196 members 
Mstep: Class 17 contains 21251 members 
Mstep: Class 18 contains 16246 members 
Mstep: Class 19 contains 14861 members 
Mstep: Class 20 contains 59982 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7823 members 
Mstep: Class 24 contains 13763 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177238 members 
Mstep: Class 27 contains 23053 members 
Mstep: Class 28 contains 6667 members 
Mstep: Class 29 contains 3891 members 
Mstep: Class 30 contains 191919 members 
Mstep: Class 31 contains 175278 members 
Mstep: Class 32 contains 17358 members 
Mstep: Class 33 contains 36325 members 
Mstep: Class 34 contains 88692 members 
Mstep: Class 35 contains 133527 members 
Mstep: Class 36 contains 17526 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 78859 members 
Mstep: Class 39 contains 1541 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982496.000000 Penalty: 143991.093750
Iteration 176Q: 41 clusters Score -2.259825e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179545 members 
Mstep: Class 2 contains 6303 members 
Mstep: Class 3 contains 94709 members 
Mstep: Class 4 contains 5604 members 
Mstep: Class 5 contains 47890 members 
Mstep: Class 6 contains 22381 members 
Mstep: Class 7 contains 19544 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253938 members 
Mstep: Class 10 contains 5230 members 
Mstep: Class 11 contains 155761 members 
Mstep: Class 12 contains 22884 members 
Mstep: Class 13 contains 33148 members 
Mstep: Class 14 contains 40734 members 
Mstep: Class 15 contains 16892 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 21253 members 
Mstep: Class 18 contains 16252 members 
Mstep: Class 19 contains 14886 members 
Mstep: Class 20 contains 59982 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9231 members 
Mstep: Class 23 contains 7825 members 
Mstep: Class 24 contains 13746 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177242 members 
Mstep: Class 27 contains 23066 members 
Mstep: Class 28 contains 6666 members 
Mstep: Class 29 contains 3891 members 
Mstep: Class 30 contains 191916 members 
Mstep: Class 31 contains 175262 members 
Mstep: Class 32 contains 17361 members 
Mstep: Class 33 contains 36317 members 
Mstep: Class 34 contains 88605 members 
Mstep: Class 35 contains 133459 members 
Mstep: Class 36 contains 17527 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 78976 members 
Mstep: Class 39 contains 1541 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982464.000000 Penalty: 143991.093750
Iteration 177Q: 41 clusters Score -2.259825e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179546 members 
Mstep: Class 2 contains 6301 members 
Mstep: Class 3 contains 94708 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 47880 members 
Mstep: Class 6 contains 22380 members 
Mstep: Class 7 contains 19542 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253932 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 155761 members 
Mstep: Class 12 contains 22870 members 
Mstep: Class 13 contains 33146 members 
Mstep: Class 14 contains 40735 members 
Mstep: Class 15 contains 16896 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 21253 members 
Mstep: Class 18 contains 16265 members 
Mstep: Class 19 contains 14907 members 
Mstep: Class 20 contains 59982 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9231 members 
Mstep: Class 23 contains 7826 members 
Mstep: Class 24 contains 13725 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177247 members 
Mstep: Class 27 contains 23071 members 
Mstep: Class 28 contains 6669 members 
Mstep: Class 29 contains 3892 members 
Mstep: Class 30 contains 191912 members 
Mstep: Class 31 contains 175245 members 
Mstep: Class 32 contains 17371 members 
Mstep: Class 33 contains 36312 members 
Mstep: Class 34 contains 88527 members 
Mstep: Class 35 contains 133381 members 
Mstep: Class 36 contains 17546 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79093 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982880.000000 Penalty: 143991.093750
Iteration 178Q: 41 clusters Score -2.259829e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179547 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 94706 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 47852 members 
Mstep: Class 6 contains 22379 members 
Mstep: Class 7 contains 19535 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253942 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 155763 members 
Mstep: Class 12 contains 22863 members 
Mstep: Class 13 contains 33144 members 
Mstep: Class 14 contains 40735 members 
Mstep: Class 15 contains 16899 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 21256 members 
Mstep: Class 18 contains 16273 members 
Mstep: Class 19 contains 14923 members 
Mstep: Class 20 contains 59980 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9232 members 
Mstep: Class 23 contains 7827 members 
Mstep: Class 24 contains 13716 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177237 members 
Mstep: Class 27 contains 23074 members 
Mstep: Class 28 contains 6672 members 
Mstep: Class 29 contains 3895 members 
Mstep: Class 30 contains 191911 members 
Mstep: Class 31 contains 175233 members 
Mstep: Class 32 contains 17379 members 
Mstep: Class 33 contains 36309 members 
Mstep: Class 34 contains 88451 members 
Mstep: Class 35 contains 133328 members 
Mstep: Class 36 contains 17562 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79202 members 
Mstep: Class 39 contains 1539 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982912.000000 Penalty: 143991.093750
Iteration 179Q: 41 clusters Score -2.259829e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179558 members 
Mstep: Class 2 contains 6300 members 
Mstep: Class 3 contains 94708 members 
Mstep: Class 4 contains 5621 members 
Mstep: Class 5 contains 47835 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 19529 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253923 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 155770 members 
Mstep: Class 12 contains 22857 members 
Mstep: Class 13 contains 33141 members 
Mstep: Class 14 contains 40735 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 9207 members 
Mstep: Class 17 contains 21255 members 
Mstep: Class 18 contains 16280 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 20 contains 59978 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 7825 members 
Mstep: Class 24 contains 13704 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177251 members 
Mstep: Class 27 contains 23085 members 
Mstep: Class 28 contains 6676 members 
Mstep: Class 29 contains 3895 members 
Mstep: Class 30 contains 191905 members 
Mstep: Class 31 contains 175207 members 
Mstep: Class 32 contains 17383 members 
Mstep: Class 33 contains 36310 members 
Mstep: Class 34 contains 88365 members 
Mstep: Class 35 contains 133284 members 
Mstep: Class 36 contains 17573 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79313 members 
Mstep: Class 39 contains 1539 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982752.000000 Penalty: 143991.093750
Iteration 180F: 41 clusters Score -2.259828e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179567 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94710 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 47824 members 
Mstep: Class 6 contains 22381 members 
Mstep: Class 7 contains 19527 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253923 members 
Mstep: Class 10 contains 5296 members 
Mstep: Class 11 contains 155786 members 
Mstep: Class 12 contains 22853 members 
Mstep: Class 13 contains 33132 members 
Mstep: Class 14 contains 40736 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 9210 members 
Mstep: Class 17 contains 21259 members 
Mstep: Class 18 contains 16288 members 
Mstep: Class 19 contains 14954 members 
Mstep: Class 20 contains 59980 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 7823 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177257 members 
Mstep: Class 27 contains 23093 members 
Mstep: Class 28 contains 6676 members 
Mstep: Class 29 contains 3899 members 
Mstep: Class 30 contains 191906 members 
Mstep: Class 31 contains 175183 members 
Mstep: Class 32 contains 17383 members 
Mstep: Class 33 contains 36301 members 
Mstep: Class 34 contains 88292 members 
Mstep: Class 35 contains 133240 members 
Mstep: Class 36 contains 17589 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79405 members 
Mstep: Class 39 contains 1540 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982800.000000 Penalty: 143991.093750
Iteration 181Q: 41 clusters Score -2.259828e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 6298 members 
Mstep: Class 3 contains 94702 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 47815 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 19528 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253907 members 
Mstep: Class 10 contains 5289 members 
Mstep: Class 11 contains 155799 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 33126 members 
Mstep: Class 14 contains 40738 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 21258 members 
Mstep: Class 18 contains 16306 members 
Mstep: Class 19 contains 14963 members 
Mstep: Class 20 contains 59984 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9234 members 
Mstep: Class 23 contains 7827 members 
Mstep: Class 24 contains 13690 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177264 members 
Mstep: Class 27 contains 23096 members 
Mstep: Class 28 contains 6678 members 
Mstep: Class 29 contains 3901 members 
Mstep: Class 30 contains 191903 members 
Mstep: Class 31 contains 175177 members 
Mstep: Class 32 contains 17389 members 
Mstep: Class 33 contains 36287 members 
Mstep: Class 34 contains 88218 members 
Mstep: Class 35 contains 133205 members 
Mstep: Class 36 contains 17606 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79491 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982608.000000 Penalty: 143991.093750
Iteration 182Q: 41 clusters Score -2.259826e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179571 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94696 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 47807 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 19525 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253900 members 
Mstep: Class 10 contains 5297 members 
Mstep: Class 11 contains 155806 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 33120 members 
Mstep: Class 14 contains 40738 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 21259 members 
Mstep: Class 18 contains 16325 members 
Mstep: Class 19 contains 14973 members 
Mstep: Class 20 contains 59984 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 7830 members 
Mstep: Class 24 contains 13678 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177270 members 
Mstep: Class 27 contains 23101 members 
Mstep: Class 28 contains 6681 members 
Mstep: Class 29 contains 3903 members 
Mstep: Class 30 contains 191904 members 
Mstep: Class 31 contains 175161 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 36279 members 
Mstep: Class 34 contains 88148 members 
Mstep: Class 35 contains 133173 members 
Mstep: Class 36 contains 17620 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79566 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982848.000000 Penalty: 143991.093750
Iteration 183Q: 41 clusters Score -2.259828e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179571 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94690 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 47797 members 
Mstep: Class 6 contains 22381 members 
Mstep: Class 7 contains 19524 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253899 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 155816 members 
Mstep: Class 12 contains 22843 members 
Mstep: Class 13 contains 33116 members 
Mstep: Class 14 contains 40740 members 
Mstep: Class 15 contains 16904 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 21260 members 
Mstep: Class 18 contains 16340 members 
Mstep: Class 19 contains 14977 members 
Mstep: Class 20 contains 59985 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9234 members 
Mstep: Class 23 contains 7834 members 
Mstep: Class 24 contains 13667 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177275 members 
Mstep: Class 27 contains 23110 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 3905 members 
Mstep: Class 30 contains 191902 members 
Mstep: Class 31 contains 175166 members 
Mstep: Class 32 contains 17389 members 
Mstep: Class 33 contains 36267 members 
Mstep: Class 34 contains 88090 members 
Mstep: Class 35 contains 133135 members 
Mstep: Class 36 contains 17631 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79634 members 
Mstep: Class 39 contains 1542 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982576.000000 Penalty: 143991.093750
Iteration 184Q: 41 clusters Score -2.259826e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179570 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94684 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 47782 members 
Mstep: Class 6 contains 22381 members 
Mstep: Class 7 contains 19524 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253882 members 
Mstep: Class 10 contains 5304 members 
Mstep: Class 11 contains 155824 members 
Mstep: Class 12 contains 22843 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 21263 members 
Mstep: Class 18 contains 16352 members 
Mstep: Class 19 contains 14991 members 
Mstep: Class 20 contains 59986 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7836 members 
Mstep: Class 24 contains 13658 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177292 members 
Mstep: Class 27 contains 23117 members 
Mstep: Class 28 contains 6685 members 
Mstep: Class 29 contains 3905 members 
Mstep: Class 30 contains 191902 members 
Mstep: Class 31 contains 175158 members 
Mstep: Class 32 contains 17389 members 
Mstep: Class 33 contains 36257 members 
Mstep: Class 34 contains 88035 members 
Mstep: Class 35 contains 133092 members 
Mstep: Class 36 contains 17640 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79709 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982608.000000 Penalty: 143991.093750
Iteration 185Q: 41 clusters Score -2.259826e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94683 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 47769 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 19521 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253880 members 
Mstep: Class 10 contains 5315 members 
Mstep: Class 11 contains 155822 members 
Mstep: Class 12 contains 22843 members 
Mstep: Class 13 contains 33110 members 
Mstep: Class 14 contains 40742 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 21264 members 
Mstep: Class 18 contains 16364 members 
Mstep: Class 19 contains 14995 members 
Mstep: Class 20 contains 59988 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 9233 members 
Mstep: Class 23 contains 7838 members 
Mstep: Class 24 contains 13652 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177293 members 
Mstep: Class 27 contains 23118 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 191904 members 
Mstep: Class 31 contains 175151 members 
Mstep: Class 32 contains 17389 members 
Mstep: Class 33 contains 36250 members 
Mstep: Class 34 contains 87970 members 
Mstep: Class 35 contains 133057 members 
Mstep: Class 36 contains 17658 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79785 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982768.000000 Penalty: 143991.093750
Iteration 186Q: 41 clusters Score -2.259828e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94681 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 47760 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253879 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 155820 members 
Mstep: Class 12 contains 22844 members 
Mstep: Class 13 contains 33110 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 16906 members 
Mstep: Class 16 contains 9232 members 
Mstep: Class 17 contains 21264 members 
Mstep: Class 18 contains 16374 members 
Mstep: Class 19 contains 14999 members 
Mstep: Class 20 contains 59989 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 9235 members 
Mstep: Class 23 contains 7843 members 
Mstep: Class 24 contains 13646 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177296 members 
Mstep: Class 27 contains 23121 members 
Mstep: Class 28 contains 6687 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 191903 members 
Mstep: Class 31 contains 175140 members 
Mstep: Class 32 contains 17389 members 
Mstep: Class 33 contains 36239 members 
Mstep: Class 34 contains 87911 members 
Mstep: Class 35 contains 133030 members 
Mstep: Class 36 contains 17672 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79863 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982720.000000 Penalty: 143991.093750
Iteration 187Q: 41 clusters Score -2.259827e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179562 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94679 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 47748 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 19518 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253870 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 155818 members 
Mstep: Class 12 contains 22844 members 
Mstep: Class 13 contains 33108 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 21266 members 
Mstep: Class 18 contains 16380 members 
Mstep: Class 19 contains 15004 members 
Mstep: Class 20 contains 59991 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 13639 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177306 members 
Mstep: Class 27 contains 23129 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 191902 members 
Mstep: Class 31 contains 175133 members 
Mstep: Class 32 contains 17389 members 
Mstep: Class 33 contains 36233 members 
Mstep: Class 34 contains 87848 members 
Mstep: Class 35 contains 133004 members 
Mstep: Class 36 contains 17674 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 79942 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982880.000000 Penalty: 143991.093750
Iteration 188Q: 41 clusters Score -2.259829e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179561 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94678 members 
Mstep: Class 4 contains 5672 members 
Mstep: Class 5 contains 47744 members 
Mstep: Class 6 contains 22381 members 
Mstep: Class 7 contains 19517 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253865 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 155814 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 33109 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 9232 members 
Mstep: Class 17 contains 21267 members 
Mstep: Class 18 contains 16389 members 
Mstep: Class 19 contains 15006 members 
Mstep: Class 20 contains 59994 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177306 members 
Mstep: Class 27 contains 23128 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 191902 members 
Mstep: Class 31 contains 175123 members 
Mstep: Class 32 contains 17389 members 
Mstep: Class 33 contains 36226 members 
Mstep: Class 34 contains 87811 members 
Mstep: Class 35 contains 132981 members 
Mstep: Class 36 contains 17677 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80005 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225983072.000000 Penalty: 143991.093750
Iteration 189Q: 41 clusters Score -2.259831e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179564 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94674 members 
Mstep: Class 4 contains 5675 members 
Mstep: Class 5 contains 47737 members 
Mstep: Class 6 contains 22380 members 
Mstep: Class 7 contains 19517 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253865 members 
Mstep: Class 10 contains 5352 members 
Mstep: Class 11 contains 155818 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 33108 members 
Mstep: Class 14 contains 40740 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21271 members 
Mstep: Class 18 contains 16396 members 
Mstep: Class 19 contains 15006 members 
Mstep: Class 20 contains 59996 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7851 members 
Mstep: Class 24 contains 13626 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177309 members 
Mstep: Class 27 contains 23131 members 
Mstep: Class 28 contains 6688 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 191899 members 
Mstep: Class 31 contains 175129 members 
Mstep: Class 32 contains 17387 members 
Mstep: Class 33 contains 36222 members 
Mstep: Class 34 contains 87775 members 
Mstep: Class 35 contains 132954 members 
Mstep: Class 36 contains 17676 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80055 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982944.000000 Penalty: 143991.093750
Iteration 190Q: 41 clusters Score -2.259829e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179562 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94676 members 
Mstep: Class 4 contains 5677 members 
Mstep: Class 5 contains 47731 members 
Mstep: Class 6 contains 22381 members 
Mstep: Class 7 contains 19517 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253860 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 155827 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 33107 members 
Mstep: Class 14 contains 40742 members 
Mstep: Class 15 contains 16906 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21273 members 
Mstep: Class 18 contains 16402 members 
Mstep: Class 19 contains 15005 members 
Mstep: Class 20 contains 59994 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177306 members 
Mstep: Class 27 contains 23130 members 
Mstep: Class 28 contains 6689 members 
Mstep: Class 29 contains 3906 members 
Mstep: Class 30 contains 191895 members 
Mstep: Class 31 contains 175130 members 
Mstep: Class 32 contains 17388 members 
Mstep: Class 33 contains 36217 members 
Mstep: Class 34 contains 87740 members 
Mstep: Class 35 contains 132917 members 
Mstep: Class 36 contains 17684 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80119 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982752.000000 Penalty: 143991.093750
Iteration 191Q: 41 clusters Score -2.259828e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179559 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94677 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 47723 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 19515 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253854 members 
Mstep: Class 10 contains 5370 members 
Mstep: Class 11 contains 155834 members 
Mstep: Class 12 contains 22841 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40742 members 
Mstep: Class 15 contains 16907 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21271 members 
Mstep: Class 18 contains 16408 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59994 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177309 members 
Mstep: Class 27 contains 23132 members 
Mstep: Class 28 contains 6690 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191895 members 
Mstep: Class 31 contains 175132 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 36216 members 
Mstep: Class 34 contains 87703 members 
Mstep: Class 35 contains 132887 members 
Mstep: Class 36 contains 17689 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80179 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982704.000000 Penalty: 143991.093750
Iteration 192Q: 41 clusters Score -2.259827e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94674 members 
Mstep: Class 4 contains 5678 members 
Mstep: Class 5 contains 47707 members 
Mstep: Class 6 contains 22384 members 
Mstep: Class 7 contains 19511 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253857 members 
Mstep: Class 10 contains 5372 members 
Mstep: Class 11 contains 155830 members 
Mstep: Class 12 contains 22843 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 21272 members 
Mstep: Class 18 contains 16416 members 
Mstep: Class 19 contains 15005 members 
Mstep: Class 20 contains 59997 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9236 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177310 members 
Mstep: Class 27 contains 23136 members 
Mstep: Class 28 contains 6690 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191899 members 
Mstep: Class 31 contains 175132 members 
Mstep: Class 32 contains 17392 members 
Mstep: Class 33 contains 36215 members 
Mstep: Class 34 contains 87659 members 
Mstep: Class 35 contains 132854 members 
Mstep: Class 36 contains 17691 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80243 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982640.000000 Penalty: 143991.093750
Iteration 193Q: 41 clusters Score -2.259826e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94675 members 
Mstep: Class 4 contains 5680 members 
Mstep: Class 5 contains 47701 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 19509 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253859 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 155834 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 16423 members 
Mstep: Class 19 contains 15005 members 
Mstep: Class 20 contains 59997 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 7850 members 
Mstep: Class 24 contains 13619 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177313 members 
Mstep: Class 27 contains 23140 members 
Mstep: Class 28 contains 6691 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191899 members 
Mstep: Class 31 contains 175128 members 
Mstep: Class 32 contains 17393 members 
Mstep: Class 33 contains 36211 members 
Mstep: Class 34 contains 87618 members 
Mstep: Class 35 contains 132824 members 
Mstep: Class 36 contains 17696 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80295 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982752.000000 Penalty: 143991.093750
Iteration 194Q: 41 clusters Score -2.259828e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94677 members 
Mstep: Class 4 contains 5684 members 
Mstep: Class 5 contains 47698 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253854 members 
Mstep: Class 10 contains 5378 members 
Mstep: Class 11 contains 155830 members 
Mstep: Class 12 contains 22844 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40742 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 21268 members 
Mstep: Class 18 contains 16430 members 
Mstep: Class 19 contains 15004 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 7852 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177316 members 
Mstep: Class 27 contains 23144 members 
Mstep: Class 28 contains 6692 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191898 members 
Mstep: Class 31 contains 175132 members 
Mstep: Class 32 contains 17393 members 
Mstep: Class 33 contains 36208 members 
Mstep: Class 34 contains 87575 members 
Mstep: Class 35 contains 132804 members 
Mstep: Class 36 contains 17697 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80345 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982752.000000 Penalty: 143991.093750
Iteration 195Q: 41 clusters Score -2.259828e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179577 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94678 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 47692 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 19502 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253841 members 
Mstep: Class 10 contains 5374 members 
Mstep: Class 11 contains 155836 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40743 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 21266 members 
Mstep: Class 18 contains 16436 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7855 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177324 members 
Mstep: Class 27 contains 23142 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175137 members 
Mstep: Class 32 contains 17393 members 
Mstep: Class 33 contains 36203 members 
Mstep: Class 34 contains 87535 members 
Mstep: Class 35 contains 132794 members 
Mstep: Class 36 contains 17695 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80393 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982784.000000 Penalty: 143991.093750
Iteration 196Q: 41 clusters Score -2.259828e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179581 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94679 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 47688 members 
Mstep: Class 6 contains 22384 members 
Mstep: Class 7 contains 19501 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253830 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 155834 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 21266 members 
Mstep: Class 18 contains 16439 members 
Mstep: Class 19 contains 15002 members 
Mstep: Class 20 contains 60000 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7864 members 
Mstep: Class 24 contains 13618 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177333 members 
Mstep: Class 27 contains 23142 members 
Mstep: Class 28 contains 6695 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191891 members 
Mstep: Class 31 contains 175141 members 
Mstep: Class 32 contains 17392 members 
Mstep: Class 33 contains 36198 members 
Mstep: Class 34 contains 87492 members 
Mstep: Class 35 contains 132768 members 
Mstep: Class 36 contains 17700 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80451 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982816.000000 Penalty: 143991.093750
Iteration 197Q: 41 clusters Score -2.259828e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 94680 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 47688 members 
Mstep: Class 6 contains 22384 members 
Mstep: Class 7 contains 19500 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253804 members 
Mstep: Class 10 contains 5369 members 
Mstep: Class 11 contains 155831 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21266 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 60000 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7875 members 
Mstep: Class 24 contains 13617 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177340 members 
Mstep: Class 27 contains 23144 members 
Mstep: Class 28 contains 6695 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175143 members 
Mstep: Class 32 contains 17391 members 
Mstep: Class 33 contains 36202 members 
Mstep: Class 34 contains 87450 members 
Mstep: Class 35 contains 132748 members 
Mstep: Class 36 contains 17702 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80518 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225982736.000000 Penalty: 143991.093750
Iteration 198Q: 41 clusters Score -2.259827e+08 nChanged 176
Entering ConstructFrom: 
Score: -225982736.000000 Penalty: 143991.093750
Entering ConstructFrom: 
Trying to split cluster 1 (179579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179579 members 
Entering Unmasked Estep 
Score: -21132112.000000 Penalty: 3000.395996
	Iteration 0F: 2 clusters Score -2.113211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 90012 members 
Entering Unmasked Estep 
Score: -21016900.000000 Penalty: 6000.791992
	Iteration 0F: 3 clusters Score -2.10169e+07 nChanged 86122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -21067144.000000 Penalty: 6000.791992
	Iteration 1F: 3 clusters Score -2.106714e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -21068490.000000 Penalty: 6000.791992
	Iteration 2Q: 3 clusters Score -2.106849e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -21070320.000000 Penalty: 6000.791992
	Iteration 3Q: 3 clusters Score -2.107032e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -21073100.000000 Penalty: 6000.791992
	Iteration 4Q: 3 clusters Score -2.10731e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 111546 members 
Entering Unmasked Estep 
Score: -21078266.000000 Penalty: 6000.791992
	Iteration 5F: 3 clusters Score -2.107827e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 122125 members 
Entering Unmasked Estep 
Score: -21086142.000000 Penalty: 6000.791992
	Iteration 6F: 3 clusters Score -2.108614e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 134697 members 
Entering Unmasked Estep 
Score: -21096780.000000 Penalty: 6000.791992
	Iteration 7F: 3 clusters Score -2.109678e+07 nChanged 13098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 147055 members 
Entering Unmasked Estep 
Score: -21108002.000000 Penalty: 6000.791992
	Iteration 8F: 3 clusters Score -2.1108e+07 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 157296 members 
Entering Unmasked Estep 
Score: -21116998.000000 Penalty: 6000.791992
	Iteration 9F: 3 clusters Score -2.1117e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 164864 members 
Entering Unmasked Estep 
Score: -21122500.000000 Penalty: 6000.791992
	Iteration 10Q: 3 clusters Score -2.11225e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 169872 members 
Entering Unmasked Estep 
Score: -21125546.000000 Penalty: 6000.791992
	Iteration 11Q: 3 clusters Score -2.112555e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 173164 members 
Entering Unmasked Estep 
Score: -21127334.000000 Penalty: 6000.791992
	Iteration 12Q: 3 clusters Score -2.112733e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 175291 members 
Entering Unmasked Estep 
Score: -21128264.000000 Penalty: 6000.791992
	Iteration 13Q: 3 clusters Score -2.112826e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -21128806.000000 Penalty: 6000.791992
	Iteration 14Q: 3 clusters Score -2.112881e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 177317 members 
Entering Unmasked Estep 
Score: -21129086.000000 Penalty: 6000.791992
	Iteration 15Q: 3 clusters Score -2.112909e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 177750 members 
Entering Unmasked Estep 
Score: -21129296.000000 Penalty: 6000.791992
	Iteration 16Q: 3 clusters Score -2.11293e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 178019 members 
Entering Unmasked Estep 
Score: -21129346.000000 Penalty: 6000.791992
	Iteration 17Q: 3 clusters Score -2.112935e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 178202 members 
Entering Unmasked Estep 
Score: -21129426.000000 Penalty: 6000.791992
	Iteration 18Q: 3 clusters Score -2.112943e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 178345 members 
Entering Unmasked Estep 
Score: -21129468.000000 Penalty: 6000.791992
	Iteration 19Q: 3 clusters Score -2.112947e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 178435 members 
Entering Unmasked Estep 
Score: -21129502.000000 Penalty: 6000.791992
	Iteration 20F: 3 clusters Score -2.11295e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 178511 members 
Entering Unmasked Estep 
Score: -21129486.000000 Penalty: 6000.791992
	Iteration 21Q: 3 clusters Score -2.112949e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 178559 members 
Entering Unmasked Estep 
Score: -21129520.000000 Penalty: 6000.791992
	Iteration 22Q: 3 clusters Score -2.112952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 178591 members 
Entering Unmasked Estep 
Score: -21129530.000000 Penalty: 6000.791992
	Iteration 23Q: 3 clusters Score -2.112953e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 178621 members 
Entering Unmasked Estep 
Score: -21129546.000000 Penalty: 6000.791992
	Iteration 24Q: 3 clusters Score -2.112955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -21129532.000000 Penalty: 6000.791992
	Iteration 25Q: 3 clusters Score -2.112953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 178669 members 
Entering Unmasked Estep 
Score: -21129554.000000 Penalty: 6000.791992
	Iteration 26Q: 3 clusters Score -2.112955e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -21129556.000000 Penalty: 6000.791992
	Iteration 27Q: 3 clusters Score -2.112956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 178714 members 
Entering Unmasked Estep 
Score: -21129548.000000 Penalty: 6000.791992
	Iteration 28Q: 3 clusters Score -2.112955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 178731 members 
Entering Unmasked Estep 
Score: -21129554.000000 Penalty: 6000.791992
	Iteration 29Q: 3 clusters Score -2.112955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 178742 members 
Entering Unmasked Estep 
Score: -21129558.000000 Penalty: 6000.791992
	Iteration 30Q: 3 clusters Score -2.112956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 178751 members 
Entering Unmasked Estep 
Score: -21129570.000000 Penalty: 6000.791992
	Iteration 31Q: 3 clusters Score -2.112957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 178758 members 
Entering Unmasked Estep 
Score: -21129568.000000 Penalty: 6000.791992
	Iteration 32Q: 3 clusters Score -2.112957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 178770 members 
Entering Unmasked Estep 
Score: -21129574.000000 Penalty: 6000.791992
	Iteration 33Q: 3 clusters Score -2.112957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 178777 members 
Entering Unmasked Estep 
Score: -21129586.000000 Penalty: 6000.791992
	Iteration 34Q: 3 clusters Score -2.112959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 178778 members 
Entering Unmasked Estep 
Score: -21129594.000000 Penalty: 6000.791992
	Iteration 35Q: 3 clusters Score -2.112959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 178781 members 
Entering Unmasked Estep 
Score: -21129600.000000 Penalty: 6000.791992
	Iteration 36Q: 3 clusters Score -2.11296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 178782 members 
Entering Unmasked Estep 
Score: -21129600.000000 Penalty: 6000.791992
	Iteration 37Q: 3 clusters Score -2.11296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -21129600.000000 Penalty: 6000.791992
	Iteration 38Q: 3 clusters Score -2.11296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 178783 members 
Entering Unmasked Estep 
Score: -21129600.000000 Penalty: 6000.791992
	Iteration 39F: 3 clusters Score -2.11296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Entering Unmasked Estep 
Score: -745648.562500 Penalty: 2169.461426
	Iteration 0F: 2 clusters Score -745648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -740265.875000 Penalty: 4338.922852
	Iteration 0F: 3 clusters Score -740265.9 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -741702.187500 Penalty: 4338.922852
	Iteration 1F: 3 clusters Score -741702.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -741976.125000 Penalty: 4338.922852
	Iteration 2F: 3 clusters Score -741976.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -742181.500000 Penalty: 4338.922852
	Iteration 3F: 3 clusters Score -742181.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -742377.625000 Penalty: 4338.922852
	Iteration 4Q: 3 clusters Score -742377.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -742547.000000 Penalty: 4338.922852
	Iteration 5Q: 3 clusters Score -742547 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -742719.187500 Penalty: 4338.922852
	Iteration 6Q: 3 clusters Score -742719.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -742873.875000 Penalty: 4338.922852
	Iteration 7Q: 3 clusters Score -742873.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -742998.812500 Penalty: 4338.922852
	Iteration 8Q: 3 clusters Score -742998.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -743104.562500 Penalty: 4338.922852
	Iteration 9Q: 3 clusters Score -743104.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -743212.562500 Penalty: 4338.922852
	Iteration 10Q: 3 clusters Score -743212.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -743316.687500 Penalty: 4338.922852
	Iteration 11Q: 3 clusters Score -743316.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -743407.125000 Penalty: 4338.922852
	Iteration 12Q: 3 clusters Score -743407.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -743490.125000 Penalty: 4338.922852
	Iteration 13Q: 3 clusters Score -743490.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -743569.000000 Penalty: 4338.922852
	Iteration 14Q: 3 clusters Score -743569 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -743636.125000 Penalty: 4338.922852
	Iteration 15Q: 3 clusters Score -743636.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -743691.062500 Penalty: 4338.922852
	Iteration 16Q: 3 clusters Score -743691.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -743729.625000 Penalty: 4338.922852
	Iteration 17Q: 3 clusters Score -743729.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -743758.687500 Penalty: 4338.922852
	Iteration 18Q: 3 clusters Score -743758.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -743782.562500 Penalty: 4338.922852
	Iteration 19Q: 3 clusters Score -743782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -743792.562500 Penalty: 4338.922852
	Iteration 20F: 3 clusters Score -743792.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -743801.500000 Penalty: 4338.922852
	Iteration 21Q: 3 clusters Score -743801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -743808.937500 Penalty: 4338.922852
	Iteration 22Q: 3 clusters Score -743808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -743817.687500 Penalty: 4338.922852
	Iteration 23Q: 3 clusters Score -743817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -743828.750000 Penalty: 4338.922852
	Iteration 24Q: 3 clusters Score -743828.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -743835.875000 Penalty: 4338.922852
	Iteration 25Q: 3 clusters Score -743835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -743839.500000 Penalty: 4338.922852
	Iteration 26Q: 3 clusters Score -743839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -743846.562500 Penalty: 4338.922852
	Iteration 27Q: 3 clusters Score -743846.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -743852.812500 Penalty: 4338.922852
	Iteration 28Q: 3 clusters Score -743852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -743855.437500 Penalty: 4338.922852
	Iteration 29Q: 3 clusters Score -743855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -743856.437500 Penalty: 4338.922852
	Iteration 30Q: 3 clusters Score -743856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -743859.000000 Penalty: 4338.922852
	Iteration 31Q: 3 clusters Score -743859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -743860.937500 Penalty: 4338.922852
	Iteration 32Q: 3 clusters Score -743860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -743863.125000 Penalty: 4338.922852
	Iteration 33Q: 3 clusters Score -743863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -743866.312500 Penalty: 4338.922852
	Iteration 34Q: 3 clusters Score -743866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -743869.437500 Penalty: 4338.922852
	Iteration 35Q: 3 clusters Score -743869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -743869.437500 Penalty: 4338.922852
	Iteration 36F: 3 clusters Score -743869.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (94680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Entering Unmasked Estep 
Score: -11098424.000000 Penalty: 2841.647949
	Iteration 0F: 2 clusters Score -1.109842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -11035480.000000 Penalty: 5683.295898
	Iteration 0F: 3 clusters Score -1.103548e+07 nChanged 44621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -11060966.000000 Penalty: 5683.295898
	Iteration 1F: 3 clusters Score -1.106097e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -11061848.000000 Penalty: 5683.295898
	Iteration 2Q: 3 clusters Score -1.106185e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -11062682.000000 Penalty: 5683.295898
	Iteration 3Q: 3 clusters Score -1.106268e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -11063547.000000 Penalty: 5683.295898
	Iteration 4Q: 3 clusters Score -1.106355e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -11064488.000000 Penalty: 5683.295898
	Iteration 5Q: 3 clusters Score -1.106449e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -11065476.000000 Penalty: 5683.295898
	Iteration 6Q: 3 clusters Score -1.106548e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -11066734.000000 Penalty: 5683.295898
	Iteration 7Q: 3 clusters Score -1.106673e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -11068393.000000 Penalty: 5683.295898
	Iteration 8Q: 3 clusters Score -1.106839e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -11070466.000000 Penalty: 5683.295898
	Iteration 9Q: 3 clusters Score -1.107047e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -11072693.000000 Penalty: 5683.295898
	Iteration 10F: 3 clusters Score -1.107269e+07 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -11075195.000000 Penalty: 5683.295898
	Iteration 11F: 3 clusters Score -1.10752e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -11077473.000000 Penalty: 5683.295898
	Iteration 12Q: 3 clusters Score -1.107747e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -11079681.000000 Penalty: 5683.295898
	Iteration 13Q: 3 clusters Score -1.107968e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -11081832.000000 Penalty: 5683.295898
	Iteration 14Q: 3 clusters Score -1.108183e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -11084567.000000 Penalty: 5683.295898
	Iteration 15Q: 3 clusters Score -1.108457e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -11088196.000000 Penalty: 5683.295898
	Iteration 16Q: 3 clusters Score -1.10882e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -11092373.000000 Penalty: 5683.295898
	Iteration 17Q: 3 clusters Score -1.109237e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -11095870.000000 Penalty: 5683.295898
	Iteration 18Q: 3 clusters Score -1.109587e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -11098828.000000 Penalty: 5683.295898
	Iteration 19Q: 3 clusters Score -1.109883e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -11100589.000000 Penalty: 5683.295898
	Iteration 20F: 3 clusters Score -1.110059e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -11101338.000000 Penalty: 5683.295898
	Iteration 21Q: 3 clusters Score -1.110134e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -11101748.000000 Penalty: 5683.295898
	Iteration 22Q: 3 clusters Score -1.110175e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -11101960.000000 Penalty: 5683.295898
	Iteration 23Q: 3 clusters Score -1.110196e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -11102060.000000 Penalty: 5683.295898
	Iteration 24Q: 3 clusters Score -1.110206e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -11102106.000000 Penalty: 5683.295898
	Iteration 25Q: 3 clusters Score -1.110211e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -11102145.000000 Penalty: 5683.295898
	Iteration 26Q: 3 clusters Score -1.110214e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -11102137.000000 Penalty: 5683.295898
	Iteration 27Q: 3 clusters Score -1.110214e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -11102159.000000 Penalty: 5683.295898
	Iteration 28Q: 3 clusters Score -1.110216e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -11102171.000000 Penalty: 5683.295898
	Iteration 29Q: 3 clusters Score -1.110217e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -11102161.000000 Penalty: 5683.295898
	Iteration 30Q: 3 clusters Score -1.110216e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -11102148.000000 Penalty: 5683.295898
	Iteration 31Q: 3 clusters Score -1.110215e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -11102160.000000 Penalty: 5683.295898
	Iteration 32Q: 3 clusters Score -1.110216e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -11102156.000000 Penalty: 5683.295898
	Iteration 33Q: 3 clusters Score -1.110216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -11102163.000000 Penalty: 5683.295898
	Iteration 34Q: 3 clusters Score -1.110216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -11102173.000000 Penalty: 5683.295898
	Iteration 35Q: 3 clusters Score -1.110217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -11102174.000000 Penalty: 5683.295898
	Iteration 36Q: 3 clusters Score -1.110217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -11102187.000000 Penalty: 5683.295898
	Iteration 37Q: 3 clusters Score -1.110219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -11102191.000000 Penalty: 5683.295898
	Iteration 38Q: 3 clusters Score -1.110219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -11102198.000000 Penalty: 5683.295898
	Iteration 39Q: 3 clusters Score -1.11022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -11102203.000000 Penalty: 5683.295898
	Iteration 40F: 3 clusters Score -1.11022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -11102192.000000 Penalty: 5683.295898
	Iteration 41Q: 3 clusters Score -1.110219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -11102194.000000 Penalty: 5683.295898
	Iteration 42Q: 3 clusters Score -1.110219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -11102194.000000 Penalty: 5683.295898
	Iteration 43F: 3 clusters Score -1.110219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 41827 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 47685 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 19499 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253784 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 155832 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21265 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177348 members 
Mstep: Class 27 contains 23150 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175149 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 36202 members 
Mstep: Class 34 contains 87409 members 
Mstep: Class 35 contains 132721 members 
Mstep: Class 36 contains 17708 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80579 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 52853 members 
Entering Unmasked Estep 
Score: -225983184.000000 Penalty: 147590.875000
Splitting cluster 3 changes total score from -225982736.000000 to -225983184.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 4 (5691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Entering Unmasked Estep 
Score: -606534.625000 Penalty: 2144.366943
	Iteration 0F: 2 clusters Score -606534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -601625.000000 Penalty: 4288.733887
	Iteration 0F: 3 clusters Score -601625 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -602918.875000 Penalty: 4288.733887
	Iteration 1F: 3 clusters Score -602918.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -603151.625000 Penalty: 4288.733887
	Iteration 2F: 3 clusters Score -603151.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -603309.812500 Penalty: 4288.733887
	Iteration 3Q: 3 clusters Score -603309.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -603423.625000 Penalty: 4288.733887
	Iteration 4Q: 3 clusters Score -603423.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -603516.750000 Penalty: 4288.733887
	Iteration 5Q: 3 clusters Score -603516.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -603601.875000 Penalty: 4288.733887
	Iteration 6Q: 3 clusters Score -603601.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -603679.750000 Penalty: 4288.733887
	Iteration 7Q: 3 clusters Score -603679.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -603734.625000 Penalty: 4288.733887
	Iteration 8Q: 3 clusters Score -603734.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -603771.187500 Penalty: 4288.733887
	Iteration 9Q: 3 clusters Score -603771.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -603809.750000 Penalty: 4288.733887
	Iteration 10Q: 3 clusters Score -603809.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -603842.500000 Penalty: 4288.733887
	Iteration 11Q: 3 clusters Score -603842.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -603874.125000 Penalty: 4288.733887
	Iteration 12Q: 3 clusters Score -603874.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -603904.687500 Penalty: 4288.733887
	Iteration 13Q: 3 clusters Score -603904.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -603930.937500 Penalty: 4288.733887
	Iteration 14Q: 3 clusters Score -603930.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -603955.187500 Penalty: 4288.733887
	Iteration 15Q: 3 clusters Score -603955.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -603978.937500 Penalty: 4288.733887
	Iteration 16Q: 3 clusters Score -603978.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -603999.937500 Penalty: 4288.733887
	Iteration 17Q: 3 clusters Score -603999.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -604022.250000 Penalty: 4288.733887
	Iteration 18Q: 3 clusters Score -604022.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -604041.437500 Penalty: 4288.733887
	Iteration 19Q: 3 clusters Score -604041.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -604066.187500 Penalty: 4288.733887
	Iteration 20F: 3 clusters Score -604066.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -604089.312500 Penalty: 4288.733887
	Iteration 21Q: 3 clusters Score -604089.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -604111.875000 Penalty: 4288.733887
	Iteration 22Q: 3 clusters Score -604111.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -604134.687500 Penalty: 4288.733887
	Iteration 23Q: 3 clusters Score -604134.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -604158.687500 Penalty: 4288.733887
	Iteration 24Q: 3 clusters Score -604158.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -604182.312500 Penalty: 4288.733887
	Iteration 25Q: 3 clusters Score -604182.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -604201.812500 Penalty: 4288.733887
	Iteration 26Q: 3 clusters Score -604201.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -604213.500000 Penalty: 4288.733887
	Iteration 27Q: 3 clusters Score -604213.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -604227.875000 Penalty: 4288.733887
	Iteration 28Q: 3 clusters Score -604227.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -604244.375000 Penalty: 4288.733887
	Iteration 29Q: 3 clusters Score -604244.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -604256.937500 Penalty: 4288.733887
	Iteration 30Q: 3 clusters Score -604256.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -604274.750000 Penalty: 4288.733887
	Iteration 31Q: 3 clusters Score -604274.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -604288.750000 Penalty: 4288.733887
	Iteration 32Q: 3 clusters Score -604288.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -604310.312500 Penalty: 4288.733887
	Iteration 33Q: 3 clusters Score -604310.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -604340.812500 Penalty: 4288.733887
	Iteration 34Q: 3 clusters Score -604340.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -604369.937500 Penalty: 4288.733887
	Iteration 35Q: 3 clusters Score -604369.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -604390.562500 Penalty: 4288.733887
	Iteration 36Q: 3 clusters Score -604390.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -604406.937500 Penalty: 4288.733887
	Iteration 37Q: 3 clusters Score -604406.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -604415.250000 Penalty: 4288.733887
	Iteration 38Q: 3 clusters Score -604415.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -604425.437500 Penalty: 4288.733887
	Iteration 39Q: 3 clusters Score -604425.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -604437.875000 Penalty: 4288.733887
	Iteration 40F: 3 clusters Score -604437.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -604448.250000 Penalty: 4288.733887
	Iteration 41Q: 3 clusters Score -604448.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -604463.437500 Penalty: 4288.733887
	Iteration 42Q: 3 clusters Score -604463.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -604469.937500 Penalty: 4288.733887
	Iteration 43Q: 3 clusters Score -604469.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -604479.000000 Penalty: 4288.733887
	Iteration 44Q: 3 clusters Score -604479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -604486.187500 Penalty: 4288.733887
	Iteration 45Q: 3 clusters Score -604486.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -604492.500000 Penalty: 4288.733887
	Iteration 46Q: 3 clusters Score -604492.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -604492.562500 Penalty: 4288.733887
	Iteration 47Q: 3 clusters Score -604492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -604496.812500 Penalty: 4288.733887
	Iteration 48Q: 3 clusters Score -604496.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -604499.312500 Penalty: 4288.733887
	Iteration 49Q: 3 clusters Score -604499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -604500.812500 Penalty: 4288.733887
	Iteration 50Q: 3 clusters Score -604500.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -604500.750000 Penalty: 4288.733887
	Iteration 51Q: 3 clusters Score -604500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -604502.312500 Penalty: 4288.733887
	Iteration 52Q: 3 clusters Score -604502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -604503.812500 Penalty: 4288.733887
	Iteration 53Q: 3 clusters Score -604503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -604505.875000 Penalty: 4288.733887
	Iteration 54Q: 3 clusters Score -604505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -604506.250000 Penalty: 4288.733887
	Iteration 55Q: 3 clusters Score -604506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -604506.062500 Penalty: 4288.733887
	Iteration 56Q: 3 clusters Score -604506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -604506.937500 Penalty: 4288.733887
	Iteration 57Q: 3 clusters Score -604506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -604506.937500 Penalty: 4288.733887
	Iteration 58Q: 3 clusters Score -604506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -604507.187500 Penalty: 4288.733887
	Iteration 59Q: 3 clusters Score -604507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -604507.187500 Penalty: 4288.733887
	Iteration 60F: 3 clusters Score -604507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Entering Unmasked Estep 
Score: -5086624.500000 Penalty: 2671.548340
	Iteration 0F: 2 clusters Score -5086624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -5054420.000000 Penalty: 5343.096680
	Iteration 0F: 3 clusters Score -5054420 nChanged 22062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5067389.000000 Penalty: 5343.096680
	Iteration 1F: 3 clusters Score -5067389 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5068449.000000 Penalty: 5343.096680
	Iteration 2F: 3 clusters Score -5068449 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5069566.500000 Penalty: 5343.096680
	Iteration 3F: 3 clusters Score -5069566 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -5070886.000000 Penalty: 5343.096680
	Iteration 4F: 3 clusters Score -5070886 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -5072304.000000 Penalty: 5343.096680
	Iteration 5F: 3 clusters Score -5072304 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -5073635.000000 Penalty: 5343.096680
	Iteration 6F: 3 clusters Score -5073635 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5074735.500000 Penalty: 5343.096680
	Iteration 7Q: 3 clusters Score -5074736 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -5075637.000000 Penalty: 5343.096680
	Iteration 8Q: 3 clusters Score -5075637 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -5076316.000000 Penalty: 5343.096680
	Iteration 9Q: 3 clusters Score -5076316 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -5076876.500000 Penalty: 5343.096680
	Iteration 10Q: 3 clusters Score -5076876 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5077308.500000 Penalty: 5343.096680
	Iteration 11Q: 3 clusters Score -5077308 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -5077667.000000 Penalty: 5343.096680
	Iteration 12Q: 3 clusters Score -5077667 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -5077992.000000 Penalty: 5343.096680
	Iteration 13Q: 3 clusters Score -5077992 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -5078295.000000 Penalty: 5343.096680
	Iteration 14Q: 3 clusters Score -5078295 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5078617.500000 Penalty: 5343.096680
	Iteration 15Q: 3 clusters Score -5078618 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -5078859.500000 Penalty: 5343.096680
	Iteration 16Q: 3 clusters Score -5078860 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -5079044.000000 Penalty: 5343.096680
	Iteration 17Q: 3 clusters Score -5079044 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -5079231.500000 Penalty: 5343.096680
	Iteration 18Q: 3 clusters Score -5079232 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -5079485.500000 Penalty: 5343.096680
	Iteration 19Q: 3 clusters Score -5079486 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -5079695.500000 Penalty: 5343.096680
	Iteration 20F: 3 clusters Score -5079696 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -5079877.000000 Penalty: 5343.096680
	Iteration 21Q: 3 clusters Score -5079877 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -5080112.500000 Penalty: 5343.096680
	Iteration 22Q: 3 clusters Score -5080112 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5080303.000000 Penalty: 5343.096680
	Iteration 23Q: 3 clusters Score -5080303 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5080514.000000 Penalty: 5343.096680
	Iteration 24Q: 3 clusters Score -5080514 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -5080744.500000 Penalty: 5343.096680
	Iteration 25Q: 3 clusters Score -5080744 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5080965.000000 Penalty: 5343.096680
	Iteration 26Q: 3 clusters Score -5080965 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5081184.500000 Penalty: 5343.096680
	Iteration 27Q: 3 clusters Score -5081184 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5081381.000000 Penalty: 5343.096680
	Iteration 28Q: 3 clusters Score -5081381 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -5081591.500000 Penalty: 5343.096680
	Iteration 29Q: 3 clusters Score -5081592 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5081787.000000 Penalty: 5343.096680
	Iteration 30Q: 3 clusters Score -5081787 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -5081986.000000 Penalty: 5343.096680
	Iteration 31Q: 3 clusters Score -5081986 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -5082164.000000 Penalty: 5343.096680
	Iteration 32Q: 3 clusters Score -5082164 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -5082353.000000 Penalty: 5343.096680
	Iteration 33Q: 3 clusters Score -5082353 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5082554.000000 Penalty: 5343.096680
	Iteration 34Q: 3 clusters Score -5082554 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5082779.000000 Penalty: 5343.096680
	Iteration 35Q: 3 clusters Score -5082779 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5083011.000000 Penalty: 5343.096680
	Iteration 36Q: 3 clusters Score -5083011 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -5083192.000000 Penalty: 5343.096680
	Iteration 37Q: 3 clusters Score -5083192 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5083403.500000 Penalty: 5343.096680
	Iteration 38Q: 3 clusters Score -5083404 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -5083567.500000 Penalty: 5343.096680
	Iteration 39Q: 3 clusters Score -5083568 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -5083731.000000 Penalty: 5343.096680
	Iteration 40F: 3 clusters Score -5083731 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -5083848.500000 Penalty: 5343.096680
	Iteration 41Q: 3 clusters Score -5083848 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -5083975.500000 Penalty: 5343.096680
	Iteration 42Q: 3 clusters Score -5083976 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -5084084.500000 Penalty: 5343.096680
	Iteration 43Q: 3 clusters Score -5084084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -5084161.500000 Penalty: 5343.096680
	Iteration 44Q: 3 clusters Score -5084162 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5084252.000000 Penalty: 5343.096680
	Iteration 45Q: 3 clusters Score -5084252 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -5084324.000000 Penalty: 5343.096680
	Iteration 46Q: 3 clusters Score -5084324 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -5084389.000000 Penalty: 5343.096680
	Iteration 47Q: 3 clusters Score -5084389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -5084436.000000 Penalty: 5343.096680
	Iteration 48Q: 3 clusters Score -5084436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5084457.000000 Penalty: 5343.096680
	Iteration 49Q: 3 clusters Score -5084457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -5084508.500000 Penalty: 5343.096680
	Iteration 50Q: 3 clusters Score -5084508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5084523.000000 Penalty: 5343.096680
	Iteration 51Q: 3 clusters Score -5084523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5084542.500000 Penalty: 5343.096680
	Iteration 52Q: 3 clusters Score -5084542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -5084557.000000 Penalty: 5343.096680
	Iteration 53Q: 3 clusters Score -5084557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -5084570.500000 Penalty: 5343.096680
	Iteration 54Q: 3 clusters Score -5084570 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5084595.500000 Penalty: 5343.096680
	Iteration 55Q: 3 clusters Score -5084596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -5084599.000000 Penalty: 5343.096680
	Iteration 56Q: 3 clusters Score -5084599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5084601.000000 Penalty: 5343.096680
	Iteration 57Q: 3 clusters Score -5084601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -5084627.500000 Penalty: 5343.096680
	Iteration 58Q: 3 clusters Score -5084628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -5084638.500000 Penalty: 5343.096680
	Iteration 59Q: 3 clusters Score -5084638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -5084661.000000 Penalty: 5343.096680
	Iteration 60F: 3 clusters Score -5084661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -5084668.000000 Penalty: 5343.096680
	Iteration 61Q: 3 clusters Score -5084668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -5084682.500000 Penalty: 5343.096680
	Iteration 62Q: 3 clusters Score -5084682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -5084701.500000 Penalty: 5343.096680
	Iteration 63Q: 3 clusters Score -5084702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -5084708.500000 Penalty: 5343.096680
	Iteration 64Q: 3 clusters Score -5084708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -5084705.000000 Penalty: 5343.096680
	Iteration 65Q: 3 clusters Score -5084705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -5084707.000000 Penalty: 5343.096680
	Iteration 66Q: 3 clusters Score -5084707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -5084702.500000 Penalty: 5343.096680
	Iteration 67Q: 3 clusters Score -5084702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -5084713.500000 Penalty: 5343.096680
	Iteration 68Q: 3 clusters Score -5084714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -5084709.000000 Penalty: 5343.096680
	Iteration 69Q: 3 clusters Score -5084709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -5084716.000000 Penalty: 5343.096680
	Iteration 70Q: 3 clusters Score -5084716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -5084710.000000 Penalty: 5343.096680
	Iteration 71Q: 3 clusters Score -5084710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5084707.500000 Penalty: 5343.096680
	Iteration 72Q: 3 clusters Score -5084708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -5084716.000000 Penalty: 5343.096680
	Iteration 73Q: 3 clusters Score -5084716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -5084724.000000 Penalty: 5343.096680
	Iteration 74Q: 3 clusters Score -5084724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -5084726.500000 Penalty: 5343.096680
	Iteration 75Q: 3 clusters Score -5084726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -5084727.500000 Penalty: 5343.096680
	Iteration 76Q: 3 clusters Score -5084728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -5084731.500000 Penalty: 5343.096680
	Iteration 77Q: 3 clusters Score -5084732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5084727.500000 Penalty: 5343.096680
	Iteration 78Q: 3 clusters Score -5084728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -5084729.000000 Penalty: 5343.096680
	Iteration 79Q: 3 clusters Score -5084729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -5084729.000000 Penalty: 5343.096680
	Iteration 80F: 3 clusters Score -5084729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46395 members 
Entering Unmasked Estep 
Score: -5084731.500000 Penalty: 5343.096680
	Iteration 81Q: 3 clusters Score -5084732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -5084733.000000 Penalty: 5343.096680
	Iteration 82Q: 3 clusters Score -5084733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -5084733.000000 Penalty: 5343.096680
	Iteration 83F: 3 clusters Score -5084733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Entering Unmasked Estep 
Score: -2591399.500000 Penalty: 2484.004395
	Iteration 0F: 2 clusters Score -2591400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2575753.000000 Penalty: 4968.008789
	Iteration 0F: 3 clusters Score -2575753 nChanged 9930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2581515.250000 Penalty: 4968.008789
	Iteration 1F: 3 clusters Score -2581515 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2582261.000000 Penalty: 4968.008789
	Iteration 2F: 3 clusters Score -2582261 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2582967.750000 Penalty: 4968.008789
	Iteration 3F: 3 clusters Score -2582968 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2583717.000000 Penalty: 4968.008789
	Iteration 4F: 3 clusters Score -2583717 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2584546.750000 Penalty: 4968.008789
	Iteration 5F: 3 clusters Score -2584547 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2585347.000000 Penalty: 4968.008789
	Iteration 6F: 3 clusters Score -2585347 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2586113.250000 Penalty: 4968.008789
	Iteration 7F: 3 clusters Score -2586113 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2586882.000000 Penalty: 4968.008789
	Iteration 8F: 3 clusters Score -2586882 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2587716.750000 Penalty: 4968.008789
	Iteration 9Q: 3 clusters Score -2587717 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2588487.000000 Penalty: 4968.008789
	Iteration 10Q: 3 clusters Score -2588487 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2589042.750000 Penalty: 4968.008789
	Iteration 11Q: 3 clusters Score -2589043 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2589404.500000 Penalty: 4968.008789
	Iteration 12Q: 3 clusters Score -2589404 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2589634.750000 Penalty: 4968.008789
	Iteration 13Q: 3 clusters Score -2589635 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2589790.750000 Penalty: 4968.008789
	Iteration 14Q: 3 clusters Score -2589791 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2589900.250000 Penalty: 4968.008789
	Iteration 15Q: 3 clusters Score -2589900 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2589971.000000 Penalty: 4968.008789
	Iteration 16Q: 3 clusters Score -2589971 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2590026.750000 Penalty: 4968.008789
	Iteration 17Q: 3 clusters Score -2590027 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2590072.250000 Penalty: 4968.008789
	Iteration 18Q: 3 clusters Score -2590072 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2590086.000000 Penalty: 4968.008789
	Iteration 19Q: 3 clusters Score -2590086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2590095.000000 Penalty: 4968.008789
	Iteration 20F: 3 clusters Score -2590095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2590106.000000 Penalty: 4968.008789
	Iteration 21Q: 3 clusters Score -2590106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2590110.250000 Penalty: 4968.008789
	Iteration 22Q: 3 clusters Score -2590110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2590120.750000 Penalty: 4968.008789
	Iteration 23Q: 3 clusters Score -2590121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2590127.250000 Penalty: 4968.008789
	Iteration 24Q: 3 clusters Score -2590127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2590128.000000 Penalty: 4968.008789
	Iteration 25Q: 3 clusters Score -2590128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2590130.250000 Penalty: 4968.008789
	Iteration 26Q: 3 clusters Score -2590130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2590128.500000 Penalty: 4968.008789
	Iteration 27Q: 3 clusters Score -2590128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2590128.000000 Penalty: 4968.008789
	Iteration 28Q: 3 clusters Score -2590128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2590128.000000 Penalty: 4968.008789
	Iteration 29Q: 3 clusters Score -2590128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2590128.750000 Penalty: 4968.008789
	Iteration 30Q: 3 clusters Score -2590129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2590132.750000 Penalty: 4968.008789
	Iteration 31Q: 3 clusters Score -2590133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2590136.750000 Penalty: 4968.008789
	Iteration 32Q: 3 clusters Score -2590137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2590134.000000 Penalty: 4968.008789
	Iteration 33Q: 3 clusters Score -2590134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2590139.000000 Penalty: 4968.008789
	Iteration 34Q: 3 clusters Score -2590139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2590132.250000 Penalty: 4968.008789
	Iteration 35Q: 3 clusters Score -2590132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2590133.000000 Penalty: 4968.008789
	Iteration 36Q: 3 clusters Score -2590133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2590131.750000 Penalty: 4968.008789
	Iteration 37Q: 3 clusters Score -2590132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2590132.750000 Penalty: 4968.008789
	Iteration 38Q: 3 clusters Score -2590133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2590135.000000 Penalty: 4968.008789
	Iteration 39Q: 3 clusters Score -2590135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2590135.250000 Penalty: 4968.008789
	Iteration 40F: 3 clusters Score -2590135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Entering Unmasked Estep 
Score: -2295752.750000 Penalty: 2449.773438
	Iteration 0F: 2 clusters Score -2295753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2281895.250000 Penalty: 4899.546875
	Iteration 0F: 3 clusters Score -2281895 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2286554.000000 Penalty: 4899.546875
	Iteration 1F: 3 clusters Score -2286554 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2287022.750000 Penalty: 4899.546875
	Iteration 2F: 3 clusters Score -2287023 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2287585.000000 Penalty: 4899.546875
	Iteration 3F: 3 clusters Score -2287585 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2288271.000000 Penalty: 4899.546875
	Iteration 4F: 3 clusters Score -2288271 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2289112.000000 Penalty: 4899.546875
	Iteration 5F: 3 clusters Score -2289112 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2290080.500000 Penalty: 4899.546875
	Iteration 6F: 3 clusters Score -2290080 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2291045.000000 Penalty: 4899.546875
	Iteration 7F: 3 clusters Score -2291045 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2291819.000000 Penalty: 4899.546875
	Iteration 8F: 3 clusters Score -2291819 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2292398.000000 Penalty: 4899.546875
	Iteration 9F: 3 clusters Score -2292398 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2292806.250000 Penalty: 4899.546875
	Iteration 10Q: 3 clusters Score -2292806 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2293094.500000 Penalty: 4899.546875
	Iteration 11Q: 3 clusters Score -2293094 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2293322.250000 Penalty: 4899.546875
	Iteration 12Q: 3 clusters Score -2293322 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2293500.250000 Penalty: 4899.546875
	Iteration 13Q: 3 clusters Score -2293500 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2293646.000000 Penalty: 4899.546875
	Iteration 14Q: 3 clusters Score -2293646 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2293771.000000 Penalty: 4899.546875
	Iteration 15Q: 3 clusters Score -2293771 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2293870.500000 Penalty: 4899.546875
	Iteration 16Q: 3 clusters Score -2293870 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2293954.750000 Penalty: 4899.546875
	Iteration 17Q: 3 clusters Score -2293955 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2294013.750000 Penalty: 4899.546875
	Iteration 18Q: 3 clusters Score -2294014 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2294063.750000 Penalty: 4899.546875
	Iteration 19Q: 3 clusters Score -2294064 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2294106.250000 Penalty: 4899.546875
	Iteration 20F: 3 clusters Score -2294106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2294144.000000 Penalty: 4899.546875
	Iteration 21Q: 3 clusters Score -2294144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2294174.250000 Penalty: 4899.546875
	Iteration 22Q: 3 clusters Score -2294174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2294208.500000 Penalty: 4899.546875
	Iteration 23Q: 3 clusters Score -2294208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2294231.750000 Penalty: 4899.546875
	Iteration 24Q: 3 clusters Score -2294232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2294250.750000 Penalty: 4899.546875
	Iteration 25Q: 3 clusters Score -2294251 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2294277.000000 Penalty: 4899.546875
	Iteration 26Q: 3 clusters Score -2294277 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2294302.750000 Penalty: 4899.546875
	Iteration 27Q: 3 clusters Score -2294303 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2294323.000000 Penalty: 4899.546875
	Iteration 28Q: 3 clusters Score -2294323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2294335.000000 Penalty: 4899.546875
	Iteration 29Q: 3 clusters Score -2294335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2294355.000000 Penalty: 4899.546875
	Iteration 30Q: 3 clusters Score -2294355 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2294368.500000 Penalty: 4899.546875
	Iteration 31Q: 3 clusters Score -2294368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2294385.000000 Penalty: 4899.546875
	Iteration 32Q: 3 clusters Score -2294385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2294399.750000 Penalty: 4899.546875
	Iteration 33Q: 3 clusters Score -2294400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2294408.500000 Penalty: 4899.546875
	Iteration 34Q: 3 clusters Score -2294408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2294411.500000 Penalty: 4899.546875
	Iteration 35Q: 3 clusters Score -2294412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2294418.250000 Penalty: 4899.546875
	Iteration 36Q: 3 clusters Score -2294418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2294428.000000 Penalty: 4899.546875
	Iteration 37Q: 3 clusters Score -2294428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2294435.000000 Penalty: 4899.546875
	Iteration 38Q: 3 clusters Score -2294435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2294443.500000 Penalty: 4899.546875
	Iteration 39Q: 3 clusters Score -2294444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2294450.250000 Penalty: 4899.546875
	Iteration 40F: 3 clusters Score -2294450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2294452.000000 Penalty: 4899.546875
	Iteration 41Q: 3 clusters Score -2294452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2294461.000000 Penalty: 4899.546875
	Iteration 42Q: 3 clusters Score -2294461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2294458.750000 Penalty: 4899.546875
	Iteration 43Q: 3 clusters Score -2294459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2294462.250000 Penalty: 4899.546875
	Iteration 44Q: 3 clusters Score -2294462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2294464.500000 Penalty: 4899.546875
	Iteration 45Q: 3 clusters Score -2294464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2294465.500000 Penalty: 4899.546875
	Iteration 46Q: 3 clusters Score -2294466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2294466.000000 Penalty: 4899.546875
	Iteration 47Q: 3 clusters Score -2294466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2294470.500000 Penalty: 4899.546875
	Iteration 48Q: 3 clusters Score -2294470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -2294468.500000 Penalty: 4899.546875
	Iteration 49Q: 3 clusters Score -2294468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2294470.500000 Penalty: 4899.546875
	Iteration 50Q: 3 clusters Score -2294470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2294474.000000 Penalty: 4899.546875
	Iteration 51Q: 3 clusters Score -2294474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2294472.250000 Penalty: 4899.546875
	Iteration 52Q: 3 clusters Score -2294472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2294479.000000 Penalty: 4899.546875
	Iteration 53Q: 3 clusters Score -2294479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2294476.000000 Penalty: 4899.546875
	Iteration 54Q: 3 clusters Score -2294476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2294473.250000 Penalty: 4899.546875
	Iteration 55Q: 3 clusters Score -2294473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2294478.750000 Penalty: 4899.546875
	Iteration 56Q: 3 clusters Score -2294479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2294480.250000 Penalty: 4899.546875
	Iteration 57Q: 3 clusters Score -2294480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2294484.000000 Penalty: 4899.546875
	Iteration 58Q: 3 clusters Score -2294484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2294483.750000 Penalty: 4899.546875
	Iteration 59Q: 3 clusters Score -2294484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2294486.250000 Penalty: 4899.546875
	Iteration 60F: 3 clusters Score -2294486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2294482.750000 Penalty: 4899.546875
	Iteration 61Q: 3 clusters Score -2294483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2294482.750000 Penalty: 4899.546875
	Iteration 62F: 3 clusters Score -2294483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -110752.015625 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -110752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -108826.273438 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -108826.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109225.703125 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -109225.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -109450.218750 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -109450.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -109651.562500 Penalty: 3464.419434
	Iteration 3F: 3 clusters Score -109651.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -109940.148438 Penalty: 3464.419434
	Iteration 4F: 3 clusters Score -109940.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -110305.093750 Penalty: 3464.419434
	Iteration 5F: 3 clusters Score -110305.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -110564.375000 Penalty: 3464.419434
	Iteration 6F: 3 clusters Score -110564.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -110775.742188 Penalty: 3464.419434
	Iteration 7F: 3 clusters Score -110775.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -110872.210938 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -110872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -110918.734375 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -110918.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -110941.976562 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -110942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -110960.398438 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -110960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -110973.046875 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -110973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -110982.281250 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -110982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -110990.023438 Penalty: 3464.419434
	Iteration 14Q: 3 clusters Score -110990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -110993.984375 Penalty: 3464.419434
	Iteration 15Q: 3 clusters Score -110994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -111003.875000 Penalty: 3464.419434
	Iteration 16Q: 3 clusters Score -111003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -111016.882812 Penalty: 3464.419434
	Iteration 17Q: 3 clusters Score -111016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -111018.531250 Penalty: 3464.419434
	Iteration 18Q: 3 clusters Score -111018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -111018.531250 Penalty: 3464.419434
	Iteration 19F: 3 clusters Score -111018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 41827 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 47685 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 19499 members 
Mstep: Class 8 contains 173 members 
Mstep: Class 9 contains 253784 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 155832 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21265 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177348 members 
Mstep: Class 27 contains 23150 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175149 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 36202 members 
Mstep: Class 34 contains 87409 members 
Mstep: Class 35 contains 132721 members 
Mstep: Class 36 contains 17708 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80579 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 52853 members 
Mstep: Class 42 contains 907 members 
Entering Unmasked Estep 
Score: -225981536.000000 Penalty: 151190.640625
Splitting cluster 8 changes total score from -225982736.000000 to -225981536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (253784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253784 members 
Entering Unmasked Estep 
Score: -29649200.000000 Penalty: 3086.171143
	Iteration 0F: 2 clusters Score -2.96492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127048 members 
Mstep: Class 2 contains 126736 members 
Entering Unmasked Estep 
Score: -29496720.000000 Penalty: 6172.342285
	Iteration 0F: 3 clusters Score -2.949672e+07 nChanged 122373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 123633 members 
Entering Unmasked Estep 
Score: -29568326.000000 Penalty: 6172.342285
	Iteration 1F: 3 clusters Score -2.956833e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131898 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -29569516.000000 Penalty: 6172.342285
	Iteration 2Q: 3 clusters Score -2.956952e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134717 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -29570974.000000 Penalty: 6172.342285
	Iteration 3Q: 3 clusters Score -2.957097e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139233 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -29572806.000000 Penalty: 6172.342285
	Iteration 4Q: 3 clusters Score -2.957281e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146332 members 
Mstep: Class 2 contains 107452 members 
Entering Unmasked Estep 
Score: -29575620.000000 Penalty: 6172.342285
	Iteration 5Q: 3 clusters Score -2.957562e+07 nChanged 11989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -29580468.000000 Penalty: 6172.342285
	Iteration 6Q: 3 clusters Score -2.958047e+07 nChanged 16262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173067 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -29589386.000000 Penalty: 6172.342285
	Iteration 7F: 3 clusters Score -2.958939e+07 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193839 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -29602536.000000 Penalty: 6172.342285
	Iteration 8F: 3 clusters Score -2.960254e+07 nChanged 22729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216402 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -29618602.000000 Penalty: 6172.342285
	Iteration 9F: 3 clusters Score -2.96186e+07 nChanged 18327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234677 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -29632828.000000 Penalty: 6172.342285
	Iteration 10F: 3 clusters Score -2.963283e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245643 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -29641064.000000 Penalty: 6172.342285
	Iteration 11Q: 3 clusters Score -2.964106e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250504 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -29644502.000000 Penalty: 6172.342285
	Iteration 12Q: 3 clusters Score -2.96445e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252279 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -29645690.000000 Penalty: 6172.342285
	Iteration 13Q: 3 clusters Score -2.964569e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252903 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -29646176.000000 Penalty: 6172.342285
	Iteration 14Q: 3 clusters Score -2.964618e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253112 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29646372.000000 Penalty: 6172.342285
	Iteration 15Q: 3 clusters Score -2.964637e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253197 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -29646508.000000 Penalty: 6172.342285
	Iteration 16Q: 3 clusters Score -2.964651e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253230 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -29646618.000000 Penalty: 6172.342285
	Iteration 17Q: 3 clusters Score -2.964662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253239 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -29646676.000000 Penalty: 6172.342285
	Iteration 18Q: 3 clusters Score -2.964668e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253241 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -29646684.000000 Penalty: 6172.342285
	Iteration 19Q: 3 clusters Score -2.964668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253245 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -29646710.000000 Penalty: 6172.342285
	Iteration 20F: 3 clusters Score -2.964671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253256 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29646726.000000 Penalty: 6172.342285
	Iteration 21Q: 3 clusters Score -2.964673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253262 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29646730.000000 Penalty: 6172.342285
	Iteration 22Q: 3 clusters Score -2.964673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253261 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29646736.000000 Penalty: 6172.342285
	Iteration 23Q: 3 clusters Score -2.964674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253264 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -29646748.000000 Penalty: 6172.342285
	Iteration 24Q: 3 clusters Score -2.964675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253265 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -29646770.000000 Penalty: 6172.342285
	Iteration 25Q: 3 clusters Score -2.964677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29646796.000000 Penalty: 6172.342285
	Iteration 26Q: 3 clusters Score -2.96468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253267 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29646778.000000 Penalty: 6172.342285
	Iteration 27Q: 3 clusters Score -2.964678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253268 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -29646772.000000 Penalty: 6172.342285
	Iteration 28Q: 3 clusters Score -2.964677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253270 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -29646786.000000 Penalty: 6172.342285
	Iteration 29Q: 3 clusters Score -2.964679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253268 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -29646774.000000 Penalty: 6172.342285
	Iteration 30Q: 3 clusters Score -2.964677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253267 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29646780.000000 Penalty: 6172.342285
	Iteration 31Q: 3 clusters Score -2.964678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29646786.000000 Penalty: 6172.342285
	Iteration 32Q: 3 clusters Score -2.964679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253266 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29646786.000000 Penalty: 6172.342285
	Iteration 33F: 3 clusters Score -2.964679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -597427.875000 Penalty: 2130.014648
	Iteration 0F: 2 clusters Score -597427.9 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 2694 members 
Entering Unmasked Estep 
Score: -592647.375000 Penalty: 4260.029297
	Iteration 0F: 3 clusters Score -592647.4 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -593849.062500 Penalty: 4260.029297
	Iteration 1F: 3 clusters Score -593849.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -594078.187500 Penalty: 4260.029297
	Iteration 2F: 3 clusters Score -594078.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -594237.062500 Penalty: 4260.029297
	Iteration 3F: 3 clusters Score -594237.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -594342.500000 Penalty: 4260.029297
	Iteration 4Q: 3 clusters Score -594342.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -594431.750000 Penalty: 4260.029297
	Iteration 5Q: 3 clusters Score -594431.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -594501.812500 Penalty: 4260.029297
	Iteration 6Q: 3 clusters Score -594501.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -594562.000000 Penalty: 4260.029297
	Iteration 7Q: 3 clusters Score -594562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -594625.437500 Penalty: 4260.029297
	Iteration 8Q: 3 clusters Score -594625.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -594683.875000 Penalty: 4260.029297
	Iteration 9Q: 3 clusters Score -594683.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -594724.125000 Penalty: 4260.029297
	Iteration 10Q: 3 clusters Score -594724.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -594759.687500 Penalty: 4260.029297
	Iteration 11Q: 3 clusters Score -594759.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -594797.062500 Penalty: 4260.029297
	Iteration 12Q: 3 clusters Score -594797.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -594829.812500 Penalty: 4260.029297
	Iteration 13Q: 3 clusters Score -594829.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -594858.125000 Penalty: 4260.029297
	Iteration 14Q: 3 clusters Score -594858.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -594891.312500 Penalty: 4260.029297
	Iteration 15Q: 3 clusters Score -594891.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -594924.000000 Penalty: 4260.029297
	Iteration 16Q: 3 clusters Score -594924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -594970.500000 Penalty: 4260.029297
	Iteration 17Q: 3 clusters Score -594970.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -595014.687500 Penalty: 4260.029297
	Iteration 18Q: 3 clusters Score -595014.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -595056.250000 Penalty: 4260.029297
	Iteration 19Q: 3 clusters Score -595056.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -595096.250000 Penalty: 4260.029297
	Iteration 20F: 3 clusters Score -595096.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -595135.312500 Penalty: 4260.029297
	Iteration 21Q: 3 clusters Score -595135.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -595170.937500 Penalty: 4260.029297
	Iteration 22Q: 3 clusters Score -595170.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -595205.750000 Penalty: 4260.029297
	Iteration 23Q: 3 clusters Score -595205.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -595243.312500 Penalty: 4260.029297
	Iteration 24Q: 3 clusters Score -595243.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -595278.000000 Penalty: 4260.029297
	Iteration 25Q: 3 clusters Score -595278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -595311.375000 Penalty: 4260.029297
	Iteration 26Q: 3 clusters Score -595311.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -595340.875000 Penalty: 4260.029297
	Iteration 27Q: 3 clusters Score -595340.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -595368.437500 Penalty: 4260.029297
	Iteration 28Q: 3 clusters Score -595368.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -595395.187500 Penalty: 4260.029297
	Iteration 29Q: 3 clusters Score -595395.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -595415.312500 Penalty: 4260.029297
	Iteration 30Q: 3 clusters Score -595415.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -595434.437500 Penalty: 4260.029297
	Iteration 31Q: 3 clusters Score -595434.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -595455.687500 Penalty: 4260.029297
	Iteration 32Q: 3 clusters Score -595455.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -595478.812500 Penalty: 4260.029297
	Iteration 33Q: 3 clusters Score -595478.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -595503.562500 Penalty: 4260.029297
	Iteration 34Q: 3 clusters Score -595503.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -595526.937500 Penalty: 4260.029297
	Iteration 35Q: 3 clusters Score -595526.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -595546.375000 Penalty: 4260.029297
	Iteration 36Q: 3 clusters Score -595546.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -595560.812500 Penalty: 4260.029297
	Iteration 37Q: 3 clusters Score -595560.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -595572.937500 Penalty: 4260.029297
	Iteration 38Q: 3 clusters Score -595572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -595574.812500 Penalty: 4260.029297
	Iteration 39Q: 3 clusters Score -595574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -595581.187500 Penalty: 4260.029297
	Iteration 40F: 3 clusters Score -595581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -595583.812500 Penalty: 4260.029297
	Iteration 41Q: 3 clusters Score -595583.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -595588.937500 Penalty: 4260.029297
	Iteration 42Q: 3 clusters Score -595588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -595592.312500 Penalty: 4260.029297
	Iteration 43Q: 3 clusters Score -595592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -595594.437500 Penalty: 4260.029297
	Iteration 44Q: 3 clusters Score -595594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -595596.187500 Penalty: 4260.029297
	Iteration 45Q: 3 clusters Score -595596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -595595.500000 Penalty: 4260.029297
	Iteration 46Q: 3 clusters Score -595595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -595596.250000 Penalty: 4260.029297
	Iteration 47Q: 3 clusters Score -595596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -595596.250000 Penalty: 4260.029297
	Iteration 48F: 3 clusters Score -595596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (155832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Entering Unmasked Estep 
Score: -17872614.000000 Penalty: 2965.220215
	Iteration 0F: 2 clusters Score -1.787261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -17768072.000000 Penalty: 5930.440430
	Iteration 0F: 3 clusters Score -1.776807e+07 nChanged 74813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -17811514.000000 Penalty: 5930.440430
	Iteration 1F: 3 clusters Score -1.781151e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -17812486.000000 Penalty: 5930.440430
	Iteration 2Q: 3 clusters Score -1.781249e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -17813374.000000 Penalty: 5930.440430
	Iteration 3Q: 3 clusters Score -1.781337e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -17814402.000000 Penalty: 5930.440430
	Iteration 4Q: 3 clusters Score -1.78144e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -17815812.000000 Penalty: 5930.440430
	Iteration 5Q: 3 clusters Score -1.781581e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -17817804.000000 Penalty: 5930.440430
	Iteration 6Q: 3 clusters Score -1.78178e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -17821110.000000 Penalty: 5930.440430
	Iteration 7Q: 3 clusters Score -1.782111e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 105886 members 
Entering Unmasked Estep 
Score: -17826978.000000 Penalty: 5930.440430
	Iteration 8F: 3 clusters Score -1.782698e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 117830 members 
Entering Unmasked Estep 
Score: -17836024.000000 Penalty: 5930.440430
	Iteration 9F: 3 clusters Score -1.783602e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -17847164.000000 Penalty: 5930.440430
	Iteration 10F: 3 clusters Score -1.784716e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -17857310.000000 Penalty: 5930.440430
	Iteration 11F: 3 clusters Score -1.785731e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 148703 members 
Entering Unmasked Estep 
Score: -17864028.000000 Penalty: 5930.440430
	Iteration 12Q: 3 clusters Score -1.786403e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 152425 members 
Entering Unmasked Estep 
Score: -17867482.000000 Penalty: 5930.440430
	Iteration 13Q: 3 clusters Score -1.786748e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -17868886.000000 Penalty: 5930.440430
	Iteration 14Q: 3 clusters Score -1.786889e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -17869398.000000 Penalty: 5930.440430
	Iteration 15Q: 3 clusters Score -1.78694e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 154953 members 
Entering Unmasked Estep 
Score: -17869700.000000 Penalty: 5930.440430
	Iteration 16Q: 3 clusters Score -1.78697e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -17869802.000000 Penalty: 5930.440430
	Iteration 17Q: 3 clusters Score -1.78698e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -17869872.000000 Penalty: 5930.440430
	Iteration 18Q: 3 clusters Score -1.786987e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 155220 members 
Entering Unmasked Estep 
Score: -17869938.000000 Penalty: 5930.440430
	Iteration 19Q: 3 clusters Score -1.786994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 155254 members 
Entering Unmasked Estep 
Score: -17869986.000000 Penalty: 5930.440430
	Iteration 20F: 3 clusters Score -1.786999e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 155279 members 
Entering Unmasked Estep 
Score: -17870034.000000 Penalty: 5930.440430
	Iteration 21Q: 3 clusters Score -1.787003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 155289 members 
Entering Unmasked Estep 
Score: -17870054.000000 Penalty: 5930.440430
	Iteration 22Q: 3 clusters Score -1.787005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 155301 members 
Entering Unmasked Estep 
Score: -17870064.000000 Penalty: 5930.440430
	Iteration 23Q: 3 clusters Score -1.787006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -17870094.000000 Penalty: 5930.440430
	Iteration 24Q: 3 clusters Score -1.787009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 155320 members 
Entering Unmasked Estep 
Score: -17870090.000000 Penalty: 5930.440430
	Iteration 25Q: 3 clusters Score -1.787009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 155326 members 
Entering Unmasked Estep 
Score: -17870100.000000 Penalty: 5930.440430
	Iteration 26Q: 3 clusters Score -1.78701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 155331 members 
Entering Unmasked Estep 
Score: -17870122.000000 Penalty: 5930.440430
	Iteration 27Q: 3 clusters Score -1.787012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -17870106.000000 Penalty: 5930.440430
	Iteration 28Q: 3 clusters Score -1.787011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 155336 members 
Entering Unmasked Estep 
Score: -17870114.000000 Penalty: 5930.440430
	Iteration 29Q: 3 clusters Score -1.787011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 155337 members 
Entering Unmasked Estep 
Score: -17870112.000000 Penalty: 5930.440430
	Iteration 30Q: 3 clusters Score -1.787011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 155337 members 
Entering Unmasked Estep 
Score: -17870112.000000 Penalty: 5930.440430
	Iteration 31F: 3 clusters Score -1.787011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Entering Unmasked Estep 
Score: -2625980.500000 Penalty: 2488.994629
	Iteration 0F: 2 clusters Score -2625980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2610223.750000 Penalty: 4977.989258
	Iteration 0F: 3 clusters Score -2610224 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2615597.250000 Penalty: 4977.989258
	Iteration 1F: 3 clusters Score -2615597 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2616026.000000 Penalty: 4977.989258
	Iteration 2Q: 3 clusters Score -2616026 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2616393.000000 Penalty: 4977.989258
	Iteration 3Q: 3 clusters Score -2616393 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2616813.250000 Penalty: 4977.989258
	Iteration 4Q: 3 clusters Score -2616813 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2617290.500000 Penalty: 4977.989258
	Iteration 5Q: 3 clusters Score -2617290 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2617840.750000 Penalty: 4977.989258
	Iteration 6Q: 3 clusters Score -2617841 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2618468.000000 Penalty: 4977.989258
	Iteration 7Q: 3 clusters Score -2618468 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2619217.250000 Penalty: 4977.989258
	Iteration 8F: 3 clusters Score -2619217 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2620030.500000 Penalty: 4977.989258
	Iteration 9F: 3 clusters Score -2620030 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2620824.250000 Penalty: 4977.989258
	Iteration 10Q: 3 clusters Score -2620824 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2621541.250000 Penalty: 4977.989258
	Iteration 11Q: 3 clusters Score -2621541 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2622177.500000 Penalty: 4977.989258
	Iteration 12Q: 3 clusters Score -2622178 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2622657.000000 Penalty: 4977.989258
	Iteration 13Q: 3 clusters Score -2622657 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2622991.500000 Penalty: 4977.989258
	Iteration 14Q: 3 clusters Score -2622992 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2623236.750000 Penalty: 4977.989258
	Iteration 15Q: 3 clusters Score -2623237 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2623426.250000 Penalty: 4977.989258
	Iteration 16Q: 3 clusters Score -2623426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -2623538.250000 Penalty: 4977.989258
	Iteration 17Q: 3 clusters Score -2623538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2623637.500000 Penalty: 4977.989258
	Iteration 18Q: 3 clusters Score -2623638 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2623701.500000 Penalty: 4977.989258
	Iteration 19Q: 3 clusters Score -2623702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2623742.250000 Penalty: 4977.989258
	Iteration 20F: 3 clusters Score -2623742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2623776.000000 Penalty: 4977.989258
	Iteration 21Q: 3 clusters Score -2623776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -2623795.750000 Penalty: 4977.989258
	Iteration 22Q: 3 clusters Score -2623796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2623808.500000 Penalty: 4977.989258
	Iteration 23Q: 3 clusters Score -2623808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -2623815.750000 Penalty: 4977.989258
	Iteration 24Q: 3 clusters Score -2623816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -2623824.750000 Penalty: 4977.989258
	Iteration 25Q: 3 clusters Score -2623825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -2623827.250000 Penalty: 4977.989258
	Iteration 26Q: 3 clusters Score -2623827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -2623834.000000 Penalty: 4977.989258
	Iteration 27Q: 3 clusters Score -2623834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2623837.500000 Penalty: 4977.989258
	Iteration 28Q: 3 clusters Score -2623838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2623841.750000 Penalty: 4977.989258
	Iteration 29Q: 3 clusters Score -2623842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -2623844.250000 Penalty: 4977.989258
	Iteration 30Q: 3 clusters Score -2623844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2623853.250000 Penalty: 4977.989258
	Iteration 31Q: 3 clusters Score -2623853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2623860.250000 Penalty: 4977.989258
	Iteration 32Q: 3 clusters Score -2623860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2623866.250000 Penalty: 4977.989258
	Iteration 33Q: 3 clusters Score -2623866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2623867.000000 Penalty: 4977.989258
	Iteration 34Q: 3 clusters Score -2623867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -2623866.000000 Penalty: 4977.989258
	Iteration 35Q: 3 clusters Score -2623866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2623868.250000 Penalty: 4977.989258
	Iteration 36Q: 3 clusters Score -2623868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2623868.250000 Penalty: 4977.989258
	Iteration 37Q: 3 clusters Score -2623868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2623868.250000 Penalty: 4977.989258
	Iteration 38F: 3 clusters Score -2623868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Entering Unmasked Estep 
Score: -3873266.000000 Penalty: 2581.052490
	Iteration 0F: 2 clusters Score -3873266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3850665.250000 Penalty: 5162.104980
	Iteration 0F: 3 clusters Score -3850665 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3859097.000000 Penalty: 5162.104980
	Iteration 1F: 3 clusters Score -3859097 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -3859633.250000 Penalty: 5162.104980
	Iteration 2Q: 3 clusters Score -3859633 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3860145.750000 Penalty: 5162.104980
	Iteration 3Q: 3 clusters Score -3860146 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3860751.500000 Penalty: 5162.104980
	Iteration 4Q: 3 clusters Score -3860752 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3861426.250000 Penalty: 5162.104980
	Iteration 5Q: 3 clusters Score -3861426 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3862258.750000 Penalty: 5162.104980
	Iteration 6Q: 3 clusters Score -3862259 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3863202.500000 Penalty: 5162.104980
	Iteration 7F: 3 clusters Score -3863202 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3864173.500000 Penalty: 5162.104980
	Iteration 8F: 3 clusters Score -3864174 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -3865119.000000 Penalty: 5162.104980
	Iteration 9F: 3 clusters Score -3865119 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3866041.000000 Penalty: 5162.104980
	Iteration 10F: 3 clusters Score -3866041 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3866798.750000 Penalty: 5162.104980
	Iteration 11Q: 3 clusters Score -3866799 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3867491.000000 Penalty: 5162.104980
	Iteration 12Q: 3 clusters Score -3867491 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3868121.000000 Penalty: 5162.104980
	Iteration 13Q: 3 clusters Score -3868121 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3868667.750000 Penalty: 5162.104980
	Iteration 14Q: 3 clusters Score -3868668 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3869209.250000 Penalty: 5162.104980
	Iteration 15Q: 3 clusters Score -3869209 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3869660.000000 Penalty: 5162.104980
	Iteration 16Q: 3 clusters Score -3869660 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3870032.500000 Penalty: 5162.104980
	Iteration 17Q: 3 clusters Score -3870032 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -3870316.500000 Penalty: 5162.104980
	Iteration 18Q: 3 clusters Score -3870316 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3870549.000000 Penalty: 5162.104980
	Iteration 19Q: 3 clusters Score -3870549 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3870703.000000 Penalty: 5162.104980
	Iteration 20F: 3 clusters Score -3870703 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3870842.000000 Penalty: 5162.104980
	Iteration 21Q: 3 clusters Score -3870842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3870904.500000 Penalty: 5162.104980
	Iteration 22Q: 3 clusters Score -3870904 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3870972.750000 Penalty: 5162.104980
	Iteration 23Q: 3 clusters Score -3870973 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3871028.000000 Penalty: 5162.104980
	Iteration 24Q: 3 clusters Score -3871028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3871079.000000 Penalty: 5162.104980
	Iteration 25Q: 3 clusters Score -3871079 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3871108.000000 Penalty: 5162.104980
	Iteration 26Q: 3 clusters Score -3871108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3871134.500000 Penalty: 5162.104980
	Iteration 27Q: 3 clusters Score -3871134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3871162.500000 Penalty: 5162.104980
	Iteration 28Q: 3 clusters Score -3871162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3871177.500000 Penalty: 5162.104980
	Iteration 29Q: 3 clusters Score -3871178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3871179.250000 Penalty: 5162.104980
	Iteration 30Q: 3 clusters Score -3871179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3871195.500000 Penalty: 5162.104980
	Iteration 31Q: 3 clusters Score -3871196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3871202.750000 Penalty: 5162.104980
	Iteration 32Q: 3 clusters Score -3871203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3871216.250000 Penalty: 5162.104980
	Iteration 33Q: 3 clusters Score -3871216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3871219.750000 Penalty: 5162.104980
	Iteration 34Q: 3 clusters Score -3871220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3871222.000000 Penalty: 5162.104980
	Iteration 35Q: 3 clusters Score -3871222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3871226.500000 Penalty: 5162.104980
	Iteration 36Q: 3 clusters Score -3871226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3871225.250000 Penalty: 5162.104980
	Iteration 37Q: 3 clusters Score -3871225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3871232.250000 Penalty: 5162.104980
	Iteration 38Q: 3 clusters Score -3871232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3871226.250000 Penalty: 5162.104980
	Iteration 39Q: 3 clusters Score -3871226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3871229.500000 Penalty: 5162.104980
	Iteration 40F: 3 clusters Score -3871230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3871230.500000 Penalty: 5162.104980
	Iteration 41Q: 3 clusters Score -3871230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3871228.500000 Penalty: 5162.104980
	Iteration 42Q: 3 clusters Score -3871228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3871231.750000 Penalty: 5162.104980
	Iteration 43Q: 3 clusters Score -3871232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3871230.250000 Penalty: 5162.104980
	Iteration 44Q: 3 clusters Score -3871230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3871237.000000 Penalty: 5162.104980
	Iteration 45Q: 3 clusters Score -3871237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3871238.750000 Penalty: 5162.104980
	Iteration 46Q: 3 clusters Score -3871239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3871234.250000 Penalty: 5162.104980
	Iteration 47Q: 3 clusters Score -3871234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3871243.250000 Penalty: 5162.104980
	Iteration 48Q: 3 clusters Score -3871243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3871244.000000 Penalty: 5162.104980
	Iteration 49Q: 3 clusters Score -3871244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3871254.250000 Penalty: 5162.104980
	Iteration 50Q: 3 clusters Score -3871254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3871259.750000 Penalty: 5162.104980
	Iteration 51Q: 3 clusters Score -3871260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3871256.750000 Penalty: 5162.104980
	Iteration 52Q: 3 clusters Score -3871257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3871260.250000 Penalty: 5162.104980
	Iteration 53Q: 3 clusters Score -3871260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3871259.000000 Penalty: 5162.104980
	Iteration 54Q: 3 clusters Score -3871259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3871259.750000 Penalty: 5162.104980
	Iteration 55Q: 3 clusters Score -3871260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3871259.250000 Penalty: 5162.104980
	Iteration 56Q: 3 clusters Score -3871259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3871258.500000 Penalty: 5162.104980
	Iteration 57Q: 3 clusters Score -3871258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3871262.000000 Penalty: 5162.104980
	Iteration 58Q: 3 clusters Score -3871262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3871262.000000 Penalty: 5162.104980
	Iteration 59Q: 3 clusters Score -3871262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3871262.250000 Penalty: 5162.104980
	Iteration 60F: 3 clusters Score -3871262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3871268.000000 Penalty: 5162.104980
	Iteration 61Q: 3 clusters Score -3871268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3871268.000000 Penalty: 5162.104980
	Iteration 62F: 3 clusters Score -3871268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Entering Unmasked Estep 
Score: -4719817.500000 Penalty: 2632.535889
	Iteration 0F: 2 clusters Score -4719818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4692165.500000 Penalty: 5265.071777
	Iteration 0F: 3 clusters Score -4692166 nChanged 18811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4702805.000000 Penalty: 5265.071777
	Iteration 1F: 3 clusters Score -4702805 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -4703654.500000 Penalty: 5265.071777
	Iteration 2F: 3 clusters Score -4703654 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4704710.500000 Penalty: 5265.071777
	Iteration 3F: 3 clusters Score -4704710 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -4705993.000000 Penalty: 5265.071777
	Iteration 4F: 3 clusters Score -4705993 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4707359.500000 Penalty: 5265.071777
	Iteration 5F: 3 clusters Score -4707360 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -4708684.000000 Penalty: 5265.071777
	Iteration 6F: 3 clusters Score -4708684 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -4709969.500000 Penalty: 5265.071777
	Iteration 7F: 3 clusters Score -4709970 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4711175.000000 Penalty: 5265.071777
	Iteration 8F: 3 clusters Score -4711175 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4712221.000000 Penalty: 5265.071777
	Iteration 9Q: 3 clusters Score -4712221 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4713108.500000 Penalty: 5265.071777
	Iteration 10Q: 3 clusters Score -4713108 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -4713989.000000 Penalty: 5265.071777
	Iteration 11Q: 3 clusters Score -4713989 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4714850.000000 Penalty: 5265.071777
	Iteration 12Q: 3 clusters Score -4714850 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4715584.000000 Penalty: 5265.071777
	Iteration 13Q: 3 clusters Score -4715584 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4716135.000000 Penalty: 5265.071777
	Iteration 14Q: 3 clusters Score -4716135 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4716588.500000 Penalty: 5265.071777
	Iteration 15Q: 3 clusters Score -4716588 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4716910.000000 Penalty: 5265.071777
	Iteration 16Q: 3 clusters Score -4716910 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4717125.000000 Penalty: 5265.071777
	Iteration 17Q: 3 clusters Score -4717125 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4717270.000000 Penalty: 5265.071777
	Iteration 18Q: 3 clusters Score -4717270 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4717377.500000 Penalty: 5265.071777
	Iteration 19Q: 3 clusters Score -4717378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4717449.000000 Penalty: 5265.071777
	Iteration 20F: 3 clusters Score -4717449 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4717508.000000 Penalty: 5265.071777
	Iteration 21Q: 3 clusters Score -4717508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4717545.000000 Penalty: 5265.071777
	Iteration 22Q: 3 clusters Score -4717545 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4717563.000000 Penalty: 5265.071777
	Iteration 23Q: 3 clusters Score -4717563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4717591.000000 Penalty: 5265.071777
	Iteration 24Q: 3 clusters Score -4717591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4717601.500000 Penalty: 5265.071777
	Iteration 25Q: 3 clusters Score -4717602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4717610.500000 Penalty: 5265.071777
	Iteration 26Q: 3 clusters Score -4717610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4717622.500000 Penalty: 5265.071777
	Iteration 27Q: 3 clusters Score -4717622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4717632.500000 Penalty: 5265.071777
	Iteration 28Q: 3 clusters Score -4717632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4717640.500000 Penalty: 5265.071777
	Iteration 29Q: 3 clusters Score -4717640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4717650.500000 Penalty: 5265.071777
	Iteration 30Q: 3 clusters Score -4717650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4717653.000000 Penalty: 5265.071777
	Iteration 31Q: 3 clusters Score -4717653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4717653.500000 Penalty: 5265.071777
	Iteration 32Q: 3 clusters Score -4717654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4717649.500000 Penalty: 5265.071777
	Iteration 33Q: 3 clusters Score -4717650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4717657.500000 Penalty: 5265.071777
	Iteration 34Q: 3 clusters Score -4717658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4717661.000000 Penalty: 5265.071777
	Iteration 35Q: 3 clusters Score -4717661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4717665.000000 Penalty: 5265.071777
	Iteration 36Q: 3 clusters Score -4717665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4717664.000000 Penalty: 5265.071777
	Iteration 37Q: 3 clusters Score -4717664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4717666.000000 Penalty: 5265.071777
	Iteration 38Q: 3 clusters Score -4717666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4717662.000000 Penalty: 5265.071777
	Iteration 39Q: 3 clusters Score -4717662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4717666.000000 Penalty: 5265.071777
	Iteration 40F: 3 clusters Score -4717666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Entering Unmasked Estep 
Score: -2007851.750000 Penalty: 2414.443848
	Iteration 0F: 2 clusters Score -2007852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1995709.750000 Penalty: 4828.887695
	Iteration 0F: 3 clusters Score -1995710 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1999632.625000 Penalty: 4828.887695
	Iteration 1F: 3 clusters Score -1999633 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2000038.375000 Penalty: 4828.887695
	Iteration 2F: 3 clusters Score -2000038 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2000363.875000 Penalty: 4828.887695
	Iteration 3Q: 3 clusters Score -2000364 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2000651.125000 Penalty: 4828.887695
	Iteration 4Q: 3 clusters Score -2000651 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2000942.875000 Penalty: 4828.887695
	Iteration 5Q: 3 clusters Score -2000943 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2001317.125000 Penalty: 4828.887695
	Iteration 6Q: 3 clusters Score -2001317 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2001810.125000 Penalty: 4828.887695
	Iteration 7Q: 3 clusters Score -2001810 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2002483.625000 Penalty: 4828.887695
	Iteration 8F: 3 clusters Score -2002484 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2003278.500000 Penalty: 4828.887695
	Iteration 9F: 3 clusters Score -2003278 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2004149.750000 Penalty: 4828.887695
	Iteration 10F: 3 clusters Score -2004150 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2004832.625000 Penalty: 4828.887695
	Iteration 11Q: 3 clusters Score -2004833 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2005286.625000 Penalty: 4828.887695
	Iteration 12Q: 3 clusters Score -2005287 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2005609.000000 Penalty: 4828.887695
	Iteration 13Q: 3 clusters Score -2005609 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2005832.500000 Penalty: 4828.887695
	Iteration 14Q: 3 clusters Score -2005832 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2005960.750000 Penalty: 4828.887695
	Iteration 15Q: 3 clusters Score -2005961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2006034.375000 Penalty: 4828.887695
	Iteration 16Q: 3 clusters Score -2006034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2006068.625000 Penalty: 4828.887695
	Iteration 17Q: 3 clusters Score -2006069 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2006098.125000 Penalty: 4828.887695
	Iteration 18Q: 3 clusters Score -2006098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2006118.750000 Penalty: 4828.887695
	Iteration 19Q: 3 clusters Score -2006119 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2006138.625000 Penalty: 4828.887695
	Iteration 20F: 3 clusters Score -2006139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2006152.875000 Penalty: 4828.887695
	Iteration 21Q: 3 clusters Score -2006153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2006163.875000 Penalty: 4828.887695
	Iteration 22Q: 3 clusters Score -2006164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2006168.625000 Penalty: 4828.887695
	Iteration 23Q: 3 clusters Score -2006169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2006170.375000 Penalty: 4828.887695
	Iteration 24Q: 3 clusters Score -2006170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2006180.000000 Penalty: 4828.887695
	Iteration 25Q: 3 clusters Score -2006180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2006182.375000 Penalty: 4828.887695
	Iteration 26Q: 3 clusters Score -2006182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2006186.625000 Penalty: 4828.887695
	Iteration 27Q: 3 clusters Score -2006187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2006193.250000 Penalty: 4828.887695
	Iteration 28Q: 3 clusters Score -2006193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2006195.750000 Penalty: 4828.887695
	Iteration 29Q: 3 clusters Score -2006196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2006199.750000 Penalty: 4828.887695
	Iteration 30Q: 3 clusters Score -2006200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2006200.750000 Penalty: 4828.887695
	Iteration 31Q: 3 clusters Score -2006201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2006200.500000 Penalty: 4828.887695
	Iteration 32Q: 3 clusters Score -2006200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2006200.500000 Penalty: 4828.887695
	Iteration 33F: 3 clusters Score -2006200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1006566.250000 Penalty: 2264.293213
	Iteration 0F: 2 clusters Score -1006566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -999495.875000 Penalty: 4528.586426
	Iteration 0F: 3 clusters Score -999495.9 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1001564.875000 Penalty: 4528.586426
	Iteration 1F: 3 clusters Score -1001565 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1002042.125000 Penalty: 4528.586426
	Iteration 2F: 3 clusters Score -1002042 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1002606.750000 Penalty: 4528.586426
	Iteration 3F: 3 clusters Score -1002607 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1003183.875000 Penalty: 4528.586426
	Iteration 4F: 3 clusters Score -1003184 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1003665.125000 Penalty: 4528.586426
	Iteration 5F: 3 clusters Score -1003665 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1004058.187500 Penalty: 4528.586426
	Iteration 6F: 3 clusters Score -1004058 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1004302.625000 Penalty: 4528.586426
	Iteration 7Q: 3 clusters Score -1004303 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1004462.062500 Penalty: 4528.586426
	Iteration 8Q: 3 clusters Score -1004462 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1004566.812500 Penalty: 4528.586426
	Iteration 9Q: 3 clusters Score -1004567 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1004649.250000 Penalty: 4528.586426
	Iteration 10Q: 3 clusters Score -1004649 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1004709.375000 Penalty: 4528.586426
	Iteration 11Q: 3 clusters Score -1004709 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1004750.750000 Penalty: 4528.586426
	Iteration 12Q: 3 clusters Score -1004751 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1004777.312500 Penalty: 4528.586426
	Iteration 13Q: 3 clusters Score -1004777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1004801.375000 Penalty: 4528.586426
	Iteration 14Q: 3 clusters Score -1004801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1004827.875000 Penalty: 4528.586426
	Iteration 15Q: 3 clusters Score -1004828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1004858.312500 Penalty: 4528.586426
	Iteration 16Q: 3 clusters Score -1004858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1004884.625000 Penalty: 4528.586426
	Iteration 17Q: 3 clusters Score -1004885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1004907.250000 Penalty: 4528.586426
	Iteration 18Q: 3 clusters Score -1004907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1004939.562500 Penalty: 4528.586426
	Iteration 19Q: 3 clusters Score -1004940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1004975.875000 Penalty: 4528.586426
	Iteration 20F: 3 clusters Score -1004976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1005010.562500 Penalty: 4528.586426
	Iteration 21Q: 3 clusters Score -1005011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1005036.562500 Penalty: 4528.586426
	Iteration 22Q: 3 clusters Score -1005037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1005054.000000 Penalty: 4528.586426
	Iteration 23Q: 3 clusters Score -1005054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1005072.000000 Penalty: 4528.586426
	Iteration 24Q: 3 clusters Score -1005072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1005090.437500 Penalty: 4528.586426
	Iteration 25Q: 3 clusters Score -1005090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1005106.187500 Penalty: 4528.586426
	Iteration 26Q: 3 clusters Score -1005106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1005114.312500 Penalty: 4528.586426
	Iteration 27Q: 3 clusters Score -1005114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1005120.187500 Penalty: 4528.586426
	Iteration 28Q: 3 clusters Score -1005120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1005117.937500 Penalty: 4528.586426
	Iteration 29Q: 3 clusters Score -1005118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1005124.500000 Penalty: 4528.586426
	Iteration 30Q: 3 clusters Score -1005124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1005127.125000 Penalty: 4528.586426
	Iteration 31Q: 3 clusters Score -1005127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1005128.500000 Penalty: 4528.586426
	Iteration 32Q: 3 clusters Score -1005128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1005132.187500 Penalty: 4528.586426
	Iteration 33Q: 3 clusters Score -1005132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1005138.250000 Penalty: 4528.586426
	Iteration 34Q: 3 clusters Score -1005138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1005137.937500 Penalty: 4528.586426
	Iteration 35Q: 3 clusters Score -1005138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1005139.687500 Penalty: 4528.586426
	Iteration 36Q: 3 clusters Score -1005140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1005142.937500 Penalty: 4528.586426
	Iteration 37Q: 3 clusters Score -1005143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1005142.437500 Penalty: 4528.586426
	Iteration 38Q: 3 clusters Score -1005142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1005150.062500 Penalty: 4528.586426
	Iteration 39Q: 3 clusters Score -1005150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1005156.250000 Penalty: 4528.586426
	Iteration 40F: 3 clusters Score -1005156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1005168.562500 Penalty: 4528.586426
	Iteration 41Q: 3 clusters Score -1005169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1005177.562500 Penalty: 4528.586426
	Iteration 42Q: 3 clusters Score -1005178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1005181.750000 Penalty: 4528.586426
	Iteration 43Q: 3 clusters Score -1005182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1005182.875000 Penalty: 4528.586426
	Iteration 44Q: 3 clusters Score -1005183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1005183.750000 Penalty: 4528.586426
	Iteration 45Q: 3 clusters Score -1005184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1005184.125000 Penalty: 4528.586426
	Iteration 46Q: 3 clusters Score -1005184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1005186.812500 Penalty: 4528.586426
	Iteration 47Q: 3 clusters Score -1005187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1005190.062500 Penalty: 4528.586426
	Iteration 48Q: 3 clusters Score -1005190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1005189.437500 Penalty: 4528.586426
	Iteration 49Q: 3 clusters Score -1005189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1005190.125000 Penalty: 4528.586426
	Iteration 50Q: 3 clusters Score -1005190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1005190.125000 Penalty: 4528.586426
	Iteration 51F: 3 clusters Score -1005190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Entering Unmasked Estep 
Score: -2395192.750000 Penalty: 2471.274902
	Iteration 0F: 2 clusters Score -2395193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2380422.750000 Penalty: 4942.549805
	Iteration 0F: 3 clusters Score -2380423 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2385579.500000 Penalty: 4942.549805
	Iteration 1F: 3 clusters Score -2385580 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2386253.750000 Penalty: 4942.549805
	Iteration 2F: 3 clusters Score -2386254 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2386996.500000 Penalty: 4942.549805
	Iteration 3F: 3 clusters Score -2386996 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2387872.000000 Penalty: 4942.549805
	Iteration 4F: 3 clusters Score -2387872 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2388964.500000 Penalty: 4942.549805
	Iteration 5F: 3 clusters Score -2388964 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2390217.250000 Penalty: 4942.549805
	Iteration 6F: 3 clusters Score -2390217 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -2391404.000000 Penalty: 4942.549805
	Iteration 7F: 3 clusters Score -2391404 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2392342.750000 Penalty: 4942.549805
	Iteration 8Q: 3 clusters Score -2392343 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2392976.250000 Penalty: 4942.549805
	Iteration 9Q: 3 clusters Score -2392976 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2393322.750000 Penalty: 4942.549805
	Iteration 10Q: 3 clusters Score -2393323 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2393500.500000 Penalty: 4942.549805
	Iteration 11Q: 3 clusters Score -2393500 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2393588.250000 Penalty: 4942.549805
	Iteration 12Q: 3 clusters Score -2393588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2393656.500000 Penalty: 4942.549805
	Iteration 13Q: 3 clusters Score -2393656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2393717.250000 Penalty: 4942.549805
	Iteration 14Q: 3 clusters Score -2393717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2393790.500000 Penalty: 4942.549805
	Iteration 15Q: 3 clusters Score -2393790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2393841.500000 Penalty: 4942.549805
	Iteration 16Q: 3 clusters Score -2393842 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2393884.750000 Penalty: 4942.549805
	Iteration 17Q: 3 clusters Score -2393885 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2393941.750000 Penalty: 4942.549805
	Iteration 18Q: 3 clusters Score -2393942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2393978.000000 Penalty: 4942.549805
	Iteration 19Q: 3 clusters Score -2393978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2393994.000000 Penalty: 4942.549805
	Iteration 20F: 3 clusters Score -2393994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2394011.250000 Penalty: 4942.549805
	Iteration 21Q: 3 clusters Score -2394011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2394021.750000 Penalty: 4942.549805
	Iteration 22Q: 3 clusters Score -2394022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2394039.250000 Penalty: 4942.549805
	Iteration 23Q: 3 clusters Score -2394039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2394040.250000 Penalty: 4942.549805
	Iteration 24Q: 3 clusters Score -2394040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2394046.750000 Penalty: 4942.549805
	Iteration 25Q: 3 clusters Score -2394047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2394053.500000 Penalty: 4942.549805
	Iteration 26Q: 3 clusters Score -2394054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2394057.750000 Penalty: 4942.549805
	Iteration 27Q: 3 clusters Score -2394058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2394063.500000 Penalty: 4942.549805
	Iteration 28Q: 3 clusters Score -2394064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2394069.000000 Penalty: 4942.549805
	Iteration 29Q: 3 clusters Score -2394069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2394073.000000 Penalty: 4942.549805
	Iteration 30Q: 3 clusters Score -2394073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2394078.500000 Penalty: 4942.549805
	Iteration 31Q: 3 clusters Score -2394078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2394082.250000 Penalty: 4942.549805
	Iteration 32Q: 3 clusters Score -2394082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2394084.250000 Penalty: 4942.549805
	Iteration 33Q: 3 clusters Score -2394084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2394088.500000 Penalty: 4942.549805
	Iteration 34Q: 3 clusters Score -2394088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2394095.500000 Penalty: 4942.549805
	Iteration 35Q: 3 clusters Score -2394096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2394095.250000 Penalty: 4942.549805
	Iteration 36Q: 3 clusters Score -2394095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2394094.250000 Penalty: 4942.549805
	Iteration 37Q: 3 clusters Score -2394094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2394089.750000 Penalty: 4942.549805
	Iteration 38Q: 3 clusters Score -2394090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2394091.250000 Penalty: 4942.549805
	Iteration 39Q: 3 clusters Score -2394091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2394092.000000 Penalty: 4942.549805
	Iteration 40F: 3 clusters Score -2394092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2394096.000000 Penalty: 4942.549805
	Iteration 41Q: 3 clusters Score -2394096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2394092.500000 Penalty: 4942.549805
	Iteration 42Q: 3 clusters Score -2394092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2394095.500000 Penalty: 4942.549805
	Iteration 43Q: 3 clusters Score -2394096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2394097.000000 Penalty: 4942.549805
	Iteration 44Q: 3 clusters Score -2394097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2394100.000000 Penalty: 4942.549805
	Iteration 45Q: 3 clusters Score -2394100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2394102.500000 Penalty: 4942.549805
	Iteration 46Q: 3 clusters Score -2394102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2394104.250000 Penalty: 4942.549805
	Iteration 47Q: 3 clusters Score -2394104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2394102.000000 Penalty: 4942.549805
	Iteration 48Q: 3 clusters Score -2394102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2394103.500000 Penalty: 4942.549805
	Iteration 49Q: 3 clusters Score -2394104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2394107.000000 Penalty: 4942.549805
	Iteration 50Q: 3 clusters Score -2394107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2394116.500000 Penalty: 4942.549805
	Iteration 51Q: 3 clusters Score -2394116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2394111.750000 Penalty: 4942.549805
	Iteration 52Q: 3 clusters Score -2394112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2394116.000000 Penalty: 4942.549805
	Iteration 53Q: 3 clusters Score -2394116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2394120.000000 Penalty: 4942.549805
	Iteration 54Q: 3 clusters Score -2394120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2394119.000000 Penalty: 4942.549805
	Iteration 55Q: 3 clusters Score -2394119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2394115.000000 Penalty: 4942.549805
	Iteration 56Q: 3 clusters Score -2394115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2394119.500000 Penalty: 4942.549805
	Iteration 57Q: 3 clusters Score -2394120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2394124.250000 Penalty: 4942.549805
	Iteration 58Q: 3 clusters Score -2394124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2394127.500000 Penalty: 4942.549805
	Iteration 59Q: 3 clusters Score -2394128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2394132.500000 Penalty: 4942.549805
	Iteration 60F: 3 clusters Score -2394132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2394127.250000 Penalty: 4942.549805
	Iteration 61Q: 3 clusters Score -2394127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2394129.750000 Penalty: 4942.549805
	Iteration 62Q: 3 clusters Score -2394130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2394134.000000 Penalty: 4942.549805
	Iteration 63Q: 3 clusters Score -2394134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2394136.000000 Penalty: 4942.549805
	Iteration 64Q: 3 clusters Score -2394136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2394138.000000 Penalty: 4942.549805
	Iteration 65Q: 3 clusters Score -2394138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2394135.500000 Penalty: 4942.549805
	Iteration 66Q: 3 clusters Score -2394136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2394135.250000 Penalty: 4942.549805
	Iteration 67Q: 3 clusters Score -2394135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2394136.000000 Penalty: 4942.549805
	Iteration 68Q: 3 clusters Score -2394136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2394139.250000 Penalty: 4942.549805
	Iteration 69Q: 3 clusters Score -2394139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2394138.500000 Penalty: 4942.549805
	Iteration 70Q: 3 clusters Score -2394138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2394134.500000 Penalty: 4942.549805
	Iteration 71Q: 3 clusters Score -2394134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2394133.500000 Penalty: 4942.549805
	Iteration 72Q: 3 clusters Score -2394134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2394134.500000 Penalty: 4942.549805
	Iteration 73Q: 3 clusters Score -2394134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2394135.250000 Penalty: 4942.549805
	Iteration 74Q: 3 clusters Score -2394135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2394143.000000 Penalty: 4942.549805
	Iteration 75Q: 3 clusters Score -2394143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -2394146.250000 Penalty: 4942.549805
	Iteration 76Q: 3 clusters Score -2394146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2394146.250000 Penalty: 4942.549805
	Iteration 77Q: 3 clusters Score -2394146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2394154.250000 Penalty: 4942.549805
	Iteration 78Q: 3 clusters Score -2394154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2394154.750000 Penalty: 4942.549805
	Iteration 79Q: 3 clusters Score -2394155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2394159.250000 Penalty: 4942.549805
	Iteration 80F: 3 clusters Score -2394159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2394166.250000 Penalty: 4942.549805
	Iteration 81Q: 3 clusters Score -2394166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2394168.500000 Penalty: 4942.549805
	Iteration 82Q: 3 clusters Score -2394168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2394172.000000 Penalty: 4942.549805
	Iteration 83Q: 3 clusters Score -2394172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2394180.750000 Penalty: 4942.549805
	Iteration 84Q: 3 clusters Score -2394181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2394187.750000 Penalty: 4942.549805
	Iteration 85Q: 3 clusters Score -2394188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2394190.750000 Penalty: 4942.549805
	Iteration 86Q: 3 clusters Score -2394191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2394204.250000 Penalty: 4942.549805
	Iteration 87Q: 3 clusters Score -2394204 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2394225.750000 Penalty: 4942.549805
	Iteration 88Q: 3 clusters Score -2394226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2394247.000000 Penalty: 4942.549805
	Iteration 89Q: 3 clusters Score -2394247 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2394280.250000 Penalty: 4942.549805
	Iteration 90Q: 3 clusters Score -2394280 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2394311.000000 Penalty: 4942.549805
	Iteration 91Q: 3 clusters Score -2394311 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2394337.500000 Penalty: 4942.549805
	Iteration 92Q: 3 clusters Score -2394338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2394384.250000 Penalty: 4942.549805
	Iteration 93Q: 3 clusters Score -2394384 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2394417.000000 Penalty: 4942.549805
	Iteration 94Q: 3 clusters Score -2394417 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2394461.750000 Penalty: 4942.549805
	Iteration 95Q: 3 clusters Score -2394462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2394502.000000 Penalty: 4942.549805
	Iteration 96Q: 3 clusters Score -2394502 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2394544.500000 Penalty: 4942.549805
	Iteration 97Q: 3 clusters Score -2394544 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2394595.500000 Penalty: 4942.549805
	Iteration 98Q: 3 clusters Score -2394596 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2394672.750000 Penalty: 4942.549805
	Iteration 99Q: 3 clusters Score -2394673 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2394756.250000 Penalty: 4942.549805
	Iteration 100F: 3 clusters Score -2394756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2394854.750000 Penalty: 4942.549805
	Iteration 101Q: 3 clusters Score -2394855 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2394984.250000 Penalty: 4942.549805
	Iteration 102Q: 3 clusters Score -2394984 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2395132.250000 Penalty: 4942.549805
	Iteration 103Q: 3 clusters Score -2395132 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2395331.000000 Penalty: 4942.549805
	Iteration 104Q: 3 clusters Score -2395331 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2395530.000000 Penalty: 4942.549805
	Iteration 105Q: 3 clusters Score -2395530 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2395702.750000 Penalty: 4942.549805
	Iteration 106Q: 3 clusters Score -2395703 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2395839.000000 Penalty: 4942.549805
	Iteration 107Q: 3 clusters Score -2395839 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2395961.000000 Penalty: 4942.549805
	Iteration 108Q: 3 clusters Score -2395961 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2396070.500000 Penalty: 4942.549805
	Iteration 109Q: 3 clusters Score -2396070 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2396165.500000 Penalty: 4942.549805
	Iteration 110Q: 3 clusters Score -2396166 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2396232.250000 Penalty: 4942.549805
	Iteration 111Q: 3 clusters Score -2396232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2396299.250000 Penalty: 4942.549805
	Iteration 112Q: 3 clusters Score -2396299 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2396331.500000 Penalty: 4942.549805
	Iteration 113Q: 3 clusters Score -2396332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2396354.750000 Penalty: 4942.549805
	Iteration 114Q: 3 clusters Score -2396355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2396372.250000 Penalty: 4942.549805
	Iteration 115Q: 3 clusters Score -2396372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2396402.500000 Penalty: 4942.549805
	Iteration 116Q: 3 clusters Score -2396402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2396408.750000 Penalty: 4942.549805
	Iteration 117Q: 3 clusters Score -2396409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2396419.000000 Penalty: 4942.549805
	Iteration 118Q: 3 clusters Score -2396419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2396419.500000 Penalty: 4942.549805
	Iteration 119Q: 3 clusters Score -2396420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2396430.250000 Penalty: 4942.549805
	Iteration 120F: 3 clusters Score -2396430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2396438.500000 Penalty: 4942.549805
	Iteration 121Q: 3 clusters Score -2396438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2396440.250000 Penalty: 4942.549805
	Iteration 122Q: 3 clusters Score -2396440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2396452.750000 Penalty: 4942.549805
	Iteration 123Q: 3 clusters Score -2396453 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2396448.000000 Penalty: 4942.549805
	Iteration 124Q: 3 clusters Score -2396448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2396454.250000 Penalty: 4942.549805
	Iteration 125Q: 3 clusters Score -2396454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2396450.750000 Penalty: 4942.549805
	Iteration 126Q: 3 clusters Score -2396451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2396453.250000 Penalty: 4942.549805
	Iteration 127Q: 3 clusters Score -2396453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -2396456.250000 Penalty: 4942.549805
	Iteration 128Q: 3 clusters Score -2396456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2396458.500000 Penalty: 4942.549805
	Iteration 129Q: 3 clusters Score -2396458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2396461.000000 Penalty: 4942.549805
	Iteration 130Q: 3 clusters Score -2396461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2396463.250000 Penalty: 4942.549805
	Iteration 131Q: 3 clusters Score -2396463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2396460.500000 Penalty: 4942.549805
	Iteration 132Q: 3 clusters Score -2396460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2396460.000000 Penalty: 4942.549805
	Iteration 133Q: 3 clusters Score -2396460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2396460.250000 Penalty: 4942.549805
	Iteration 134Q: 3 clusters Score -2396460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2396457.750000 Penalty: 4942.549805
	Iteration 135Q: 3 clusters Score -2396458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2396458.000000 Penalty: 4942.549805
	Iteration 136Q: 3 clusters Score -2396458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2396455.750000 Penalty: 4942.549805
	Iteration 137Q: 3 clusters Score -2396456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2396455.750000 Penalty: 4942.549805
	Iteration 138F: 3 clusters Score -2396456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 41827 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 47685 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 19499 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253784 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 155832 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177348 members 
Mstep: Class 27 contains 23150 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175149 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 36202 members 
Mstep: Class 34 contains 87409 members 
Mstep: Class 35 contains 132721 members 
Mstep: Class 36 contains 17708 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80579 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 52853 members 
Mstep: Class 42 contains 13550 members 
Entering Unmasked Estep 
Score: -225982032.000000 Penalty: 151190.640625
Splitting cluster 17 changes total score from -225982736.000000 to -225982032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (16443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Entering Unmasked Estep 
Score: -1868690.125000 Penalty: 2407.498535
	Iteration 0F: 2 clusters Score -1868690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1856938.875000 Penalty: 4814.997070
	Iteration 0F: 3 clusters Score -1856939 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1860796.875000 Penalty: 4814.997070
	Iteration 1F: 3 clusters Score -1860797 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1861313.125000 Penalty: 4814.997070
	Iteration 2F: 3 clusters Score -1861313 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1861872.875000 Penalty: 4814.997070
	Iteration 3F: 3 clusters Score -1861873 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1862453.250000 Penalty: 4814.997070
	Iteration 4F: 3 clusters Score -1862453 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1863049.250000 Penalty: 4814.997070
	Iteration 5F: 3 clusters Score -1863049 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1863643.375000 Penalty: 4814.997070
	Iteration 6F: 3 clusters Score -1863643 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1864147.000000 Penalty: 4814.997070
	Iteration 7F: 3 clusters Score -1864147 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1864535.125000 Penalty: 4814.997070
	Iteration 8Q: 3 clusters Score -1864535 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1864795.750000 Penalty: 4814.997070
	Iteration 9Q: 3 clusters Score -1864796 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1864984.000000 Penalty: 4814.997070
	Iteration 10Q: 3 clusters Score -1864984 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1865136.250000 Penalty: 4814.997070
	Iteration 11Q: 3 clusters Score -1865136 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1865265.625000 Penalty: 4814.997070
	Iteration 12Q: 3 clusters Score -1865266 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1865388.625000 Penalty: 4814.997070
	Iteration 13Q: 3 clusters Score -1865389 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1865530.500000 Penalty: 4814.997070
	Iteration 14Q: 3 clusters Score -1865530 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1865667.500000 Penalty: 4814.997070
	Iteration 15Q: 3 clusters Score -1865668 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1865818.125000 Penalty: 4814.997070
	Iteration 16Q: 3 clusters Score -1865818 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1865995.625000 Penalty: 4814.997070
	Iteration 17Q: 3 clusters Score -1865996 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1866182.250000 Penalty: 4814.997070
	Iteration 18Q: 3 clusters Score -1866182 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1866384.375000 Penalty: 4814.997070
	Iteration 19Q: 3 clusters Score -1866384 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1866551.625000 Penalty: 4814.997070
	Iteration 20F: 3 clusters Score -1866552 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1866673.375000 Penalty: 4814.997070
	Iteration 21Q: 3 clusters Score -1866673 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1866790.125000 Penalty: 4814.997070
	Iteration 22Q: 3 clusters Score -1866790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1866875.000000 Penalty: 4814.997070
	Iteration 23Q: 3 clusters Score -1866875 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1866929.250000 Penalty: 4814.997070
	Iteration 24Q: 3 clusters Score -1866929 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1866966.125000 Penalty: 4814.997070
	Iteration 25Q: 3 clusters Score -1866966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1867004.875000 Penalty: 4814.997070
	Iteration 26Q: 3 clusters Score -1867005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -1867023.875000 Penalty: 4814.997070
	Iteration 27Q: 3 clusters Score -1867024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1867041.125000 Penalty: 4814.997070
	Iteration 28Q: 3 clusters Score -1867041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1867052.750000 Penalty: 4814.997070
	Iteration 29Q: 3 clusters Score -1867053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1867065.500000 Penalty: 4814.997070
	Iteration 30Q: 3 clusters Score -1867066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1867074.375000 Penalty: 4814.997070
	Iteration 31Q: 3 clusters Score -1867074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1867080.500000 Penalty: 4814.997070
	Iteration 32Q: 3 clusters Score -1867080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1867084.625000 Penalty: 4814.997070
	Iteration 33Q: 3 clusters Score -1867085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1867084.875000 Penalty: 4814.997070
	Iteration 34Q: 3 clusters Score -1867085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1867086.625000 Penalty: 4814.997070
	Iteration 35Q: 3 clusters Score -1867087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1867087.500000 Penalty: 4814.997070
	Iteration 36Q: 3 clusters Score -1867088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1867087.750000 Penalty: 4814.997070
	Iteration 37Q: 3 clusters Score -1867088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1867091.250000 Penalty: 4814.997070
	Iteration 38Q: 3 clusters Score -1867091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1867088.625000 Penalty: 4814.997070
	Iteration 39Q: 3 clusters Score -1867089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1867088.375000 Penalty: 4814.997070
	Iteration 40F: 3 clusters Score -1867088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1867089.875000 Penalty: 4814.997070
	Iteration 41Q: 3 clusters Score -1867090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1867093.500000 Penalty: 4814.997070
	Iteration 42Q: 3 clusters Score -1867094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1867101.375000 Penalty: 4814.997070
	Iteration 43Q: 3 clusters Score -1867101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1867105.750000 Penalty: 4814.997070
	Iteration 44Q: 3 clusters Score -1867106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1867104.750000 Penalty: 4814.997070
	Iteration 45Q: 3 clusters Score -1867105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1867105.000000 Penalty: 4814.997070
	Iteration 46Q: 3 clusters Score -1867105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1867105.250000 Penalty: 4814.997070
	Iteration 47Q: 3 clusters Score -1867105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1867105.750000 Penalty: 4814.997070
	Iteration 48Q: 3 clusters Score -1867106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -1867109.000000 Penalty: 4814.997070
	Iteration 49Q: 3 clusters Score -1867109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1867111.000000 Penalty: 4814.997070
	Iteration 50Q: 3 clusters Score -1867111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1867110.500000 Penalty: 4814.997070
	Iteration 51Q: 3 clusters Score -1867110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1867110.500000 Penalty: 4814.997070
	Iteration 52F: 3 clusters Score -1867110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Entering Unmasked Estep 
Score: -1779501.500000 Penalty: 2384.769531
	Iteration 0F: 2 clusters Score -1779502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1768528.875000 Penalty: 4769.539062
	Iteration 0F: 3 clusters Score -1768529 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1772038.000000 Penalty: 4769.539062
	Iteration 1F: 3 clusters Score -1772038 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1772399.750000 Penalty: 4769.539062
	Iteration 2F: 3 clusters Score -1772400 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1772677.250000 Penalty: 4769.539062
	Iteration 3Q: 3 clusters Score -1772677 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1772901.625000 Penalty: 4769.539062
	Iteration 4Q: 3 clusters Score -1772902 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1773085.625000 Penalty: 4769.539062
	Iteration 5Q: 3 clusters Score -1773086 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1773264.250000 Penalty: 4769.539062
	Iteration 6Q: 3 clusters Score -1773264 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1773490.375000 Penalty: 4769.539062
	Iteration 7Q: 3 clusters Score -1773490 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1773775.875000 Penalty: 4769.539062
	Iteration 8Q: 3 clusters Score -1773776 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1774172.750000 Penalty: 4769.539062
	Iteration 9Q: 3 clusters Score -1774173 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1774739.375000 Penalty: 4769.539062
	Iteration 10F: 3 clusters Score -1774739 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1775462.250000 Penalty: 4769.539062
	Iteration 11F: 3 clusters Score -1775462 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1776180.875000 Penalty: 4769.539062
	Iteration 12F: 3 clusters Score -1776181 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1776725.875000 Penalty: 4769.539062
	Iteration 13Q: 3 clusters Score -1776726 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -1777049.375000 Penalty: 4769.539062
	Iteration 14Q: 3 clusters Score -1777049 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1777246.500000 Penalty: 4769.539062
	Iteration 15Q: 3 clusters Score -1777246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1777343.875000 Penalty: 4769.539062
	Iteration 16Q: 3 clusters Score -1777344 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1777410.625000 Penalty: 4769.539062
	Iteration 17Q: 3 clusters Score -1777411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1777450.875000 Penalty: 4769.539062
	Iteration 18Q: 3 clusters Score -1777451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -1777460.875000 Penalty: 4769.539062
	Iteration 19Q: 3 clusters Score -1777461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -1777464.250000 Penalty: 4769.539062
	Iteration 20F: 3 clusters Score -1777464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1777474.500000 Penalty: 4769.539062
	Iteration 21Q: 3 clusters Score -1777474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1777485.375000 Penalty: 4769.539062
	Iteration 22Q: 3 clusters Score -1777485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1777490.125000 Penalty: 4769.539062
	Iteration 23Q: 3 clusters Score -1777490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1777504.750000 Penalty: 4769.539062
	Iteration 24Q: 3 clusters Score -1777505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -1777519.500000 Penalty: 4769.539062
	Iteration 25Q: 3 clusters Score -1777520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1777529.250000 Penalty: 4769.539062
	Iteration 26Q: 3 clusters Score -1777529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1777546.375000 Penalty: 4769.539062
	Iteration 27Q: 3 clusters Score -1777546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1777552.875000 Penalty: 4769.539062
	Iteration 28Q: 3 clusters Score -1777553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1777557.125000 Penalty: 4769.539062
	Iteration 29Q: 3 clusters Score -1777557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1777559.375000 Penalty: 4769.539062
	Iteration 30Q: 3 clusters Score -1777559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1777562.125000 Penalty: 4769.539062
	Iteration 31Q: 3 clusters Score -1777562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1777562.125000 Penalty: 4769.539062
	Iteration 32F: 3 clusters Score -1777562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (59999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Entering Unmasked Estep 
Score: -6948514.500000 Penalty: 2728.516602
	Iteration 0F: 2 clusters Score -6948514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -6908207.000000 Penalty: 5457.033203
	Iteration 0F: 3 clusters Score -6908207 nChanged 28065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -6924107.500000 Penalty: 5457.033203
	Iteration 1F: 3 clusters Score -6924108 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -6924996.500000 Penalty: 5457.033203
	Iteration 2Q: 3 clusters Score -6924996 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -6926255.000000 Penalty: 5457.033203
	Iteration 3Q: 3 clusters Score -6926255 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -6928149.500000 Penalty: 5457.033203
	Iteration 4F: 3 clusters Score -6928150 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -6931009.000000 Penalty: 5457.033203
	Iteration 5F: 3 clusters Score -6931009 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -6934576.000000 Penalty: 5457.033203
	Iteration 6F: 3 clusters Score -6934576 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -6938235.000000 Penalty: 5457.033203
	Iteration 7F: 3 clusters Score -6938235 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -6941260.000000 Penalty: 5457.033203
	Iteration 8F: 3 clusters Score -6941260 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6943364.000000 Penalty: 5457.033203
	Iteration 9Q: 3 clusters Score -6943364 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -6944772.500000 Penalty: 5457.033203
	Iteration 10Q: 3 clusters Score -6944772 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -6945701.500000 Penalty: 5457.033203
	Iteration 11Q: 3 clusters Score -6945702 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -6946330.500000 Penalty: 5457.033203
	Iteration 12Q: 3 clusters Score -6946330 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -6946705.500000 Penalty: 5457.033203
	Iteration 13Q: 3 clusters Score -6946706 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -6946968.500000 Penalty: 5457.033203
	Iteration 14Q: 3 clusters Score -6946968 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -6947118.500000 Penalty: 5457.033203
	Iteration 15Q: 3 clusters Score -6947118 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -6947213.000000 Penalty: 5457.033203
	Iteration 16Q: 3 clusters Score -6947213 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
Score: -6947290.500000 Penalty: 5457.033203
	Iteration 17Q: 3 clusters Score -6947290 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -6947399.000000 Penalty: 5457.033203
	Iteration 18Q: 3 clusters Score -6947399 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -6947415.500000 Penalty: 5457.033203
	Iteration 19Q: 3 clusters Score -6947416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -6947431.000000 Penalty: 5457.033203
	Iteration 20F: 3 clusters Score -6947431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -6947454.500000 Penalty: 5457.033203
	Iteration 21Q: 3 clusters Score -6947454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -6947482.000000 Penalty: 5457.033203
	Iteration 22Q: 3 clusters Score -6947482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -6947496.500000 Penalty: 5457.033203
	Iteration 23Q: 3 clusters Score -6947496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -6947491.500000 Penalty: 5457.033203
	Iteration 24Q: 3 clusters Score -6947492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -6947513.000000 Penalty: 5457.033203
	Iteration 25Q: 3 clusters Score -6947513 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -6947519.000000 Penalty: 5457.033203
	Iteration 26Q: 3 clusters Score -6947519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -6947530.500000 Penalty: 5457.033203
	Iteration 27Q: 3 clusters Score -6947530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -6947528.000000 Penalty: 5457.033203
	Iteration 28Q: 3 clusters Score -6947528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -6947534.000000 Penalty: 5457.033203
	Iteration 29Q: 3 clusters Score -6947534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -6947537.000000 Penalty: 5457.033203
	Iteration 30Q: 3 clusters Score -6947537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 58354 members 
Entering Unmasked Estep 
Score: -6947529.500000 Penalty: 5457.033203
	Iteration 31Q: 3 clusters Score -6947530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -6947547.000000 Penalty: 5457.033203
	Iteration 32Q: 3 clusters Score -6947547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -6947549.500000 Penalty: 5457.033203
	Iteration 33Q: 3 clusters Score -6947550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -6947558.500000 Penalty: 5457.033203
	Iteration 34Q: 3 clusters Score -6947558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -6947564.000000 Penalty: 5457.033203
	Iteration 35Q: 3 clusters Score -6947564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -6947551.500000 Penalty: 5457.033203
	Iteration 36Q: 3 clusters Score -6947552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -6947556.500000 Penalty: 5457.033203
	Iteration 37Q: 3 clusters Score -6947556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -6947566.000000 Penalty: 5457.033203
	Iteration 38Q: 3 clusters Score -6947566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -6947560.000000 Penalty: 5457.033203
	Iteration 39Q: 3 clusters Score -6947560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -6947578.500000 Penalty: 5457.033203
	Iteration 40F: 3 clusters Score -6947578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 58437 members 
Entering Unmasked Estep 
Score: -6947578.000000 Penalty: 5457.033203
	Iteration 41Q: 3 clusters Score -6947578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -6947590.000000 Penalty: 5457.033203
	Iteration 42Q: 3 clusters Score -6947590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -6947581.500000 Penalty: 5457.033203
	Iteration 43Q: 3 clusters Score -6947582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 58454 members 
Entering Unmasked Estep 
Score: -6947588.000000 Penalty: 5457.033203
	Iteration 44Q: 3 clusters Score -6947588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -6947593.500000 Penalty: 5457.033203
	Iteration 45Q: 3 clusters Score -6947594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -6947587.500000 Penalty: 5457.033203
	Iteration 46Q: 3 clusters Score -6947588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -6947588.500000 Penalty: 5457.033203
	Iteration 47Q: 3 clusters Score -6947588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 58457 members 
Entering Unmasked Estep 
Score: -6947588.500000 Penalty: 5457.033203
	Iteration 48F: 3 clusters Score -6947588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -153597.984375 Penalty: 1806.124756
	Iteration 0F: 2 clusters Score -153598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -151415.687500 Penalty: 3612.249512
	Iteration 0F: 3 clusters Score -151415.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151901.156250 Penalty: 3612.249512
	Iteration 1F: 3 clusters Score -151901.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152100.625000 Penalty: 3612.249512
	Iteration 2F: 3 clusters Score -152100.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152234.468750 Penalty: 3612.249512
	Iteration 3F: 3 clusters Score -152234.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152357.000000 Penalty: 3612.249512
	Iteration 4F: 3 clusters Score -152357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152462.062500 Penalty: 3612.249512
	Iteration 5Q: 3 clusters Score -152462.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -152523.328125 Penalty: 3612.249512
	Iteration 6Q: 3 clusters Score -152523.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -152564.515625 Penalty: 3612.249512
	Iteration 7Q: 3 clusters Score -152564.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -152594.484375 Penalty: 3612.249512
	Iteration 8Q: 3 clusters Score -152594.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -152615.968750 Penalty: 3612.249512
	Iteration 9Q: 3 clusters Score -152616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -152638.750000 Penalty: 3612.249512
	Iteration 10Q: 3 clusters Score -152638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -152654.265625 Penalty: 3612.249512
	Iteration 11Q: 3 clusters Score -152654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -152662.500000 Penalty: 3612.249512
	Iteration 12Q: 3 clusters Score -152662.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -152671.765625 Penalty: 3612.249512
	Iteration 13Q: 3 clusters Score -152671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -152673.984375 Penalty: 3612.249512
	Iteration 14Q: 3 clusters Score -152674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -152675.640625 Penalty: 3612.249512
	Iteration 15Q: 3 clusters Score -152675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -152675.640625 Penalty: 3612.249512
	Iteration 16F: 3 clusters Score -152675.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Entering Unmasked Estep 
Score: -1016181.250000 Penalty: 2264.508057
	Iteration 0F: 2 clusters Score -1016181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1009067.375000 Penalty: 4529.016113
	Iteration 0F: 3 clusters Score -1009067 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1011182.062500 Penalty: 4529.016113
	Iteration 1F: 3 clusters Score -1011182 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1011647.000000 Penalty: 4529.016113
	Iteration 2F: 3 clusters Score -1011647 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1012057.312500 Penalty: 4529.016113
	Iteration 3F: 3 clusters Score -1012057 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1012455.750000 Penalty: 4529.016113
	Iteration 4F: 3 clusters Score -1012456 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1012816.312500 Penalty: 4529.016113
	Iteration 5F: 3 clusters Score -1012816 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1013164.312500 Penalty: 4529.016113
	Iteration 6F: 3 clusters Score -1013164 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1013486.937500 Penalty: 4529.016113
	Iteration 7Q: 3 clusters Score -1013487 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1013780.125000 Penalty: 4529.016113
	Iteration 8Q: 3 clusters Score -1013780 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1014045.562500 Penalty: 4529.016113
	Iteration 9Q: 3 clusters Score -1014046 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1014269.187500 Penalty: 4529.016113
	Iteration 10Q: 3 clusters Score -1014269 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1014486.750000 Penalty: 4529.016113
	Iteration 11Q: 3 clusters Score -1014487 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1014682.250000 Penalty: 4529.016113
	Iteration 12Q: 3 clusters Score -1014682 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1014829.375000 Penalty: 4529.016113
	Iteration 13Q: 3 clusters Score -1014829 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1014935.437500 Penalty: 4529.016113
	Iteration 14Q: 3 clusters Score -1014935 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1015021.375000 Penalty: 4529.016113
	Iteration 15Q: 3 clusters Score -1015021 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1015082.312500 Penalty: 4529.016113
	Iteration 16Q: 3 clusters Score -1015082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1015137.500000 Penalty: 4529.016113
	Iteration 17Q: 3 clusters Score -1015138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1015178.875000 Penalty: 4529.016113
	Iteration 18Q: 3 clusters Score -1015179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1015205.812500 Penalty: 4529.016113
	Iteration 19Q: 3 clusters Score -1015206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1015245.625000 Penalty: 4529.016113
	Iteration 20F: 3 clusters Score -1015246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1015285.187500 Penalty: 4529.016113
	Iteration 21Q: 3 clusters Score -1015285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1015324.312500 Penalty: 4529.016113
	Iteration 22Q: 3 clusters Score -1015324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1015353.562500 Penalty: 4529.016113
	Iteration 23Q: 3 clusters Score -1015354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1015376.187500 Penalty: 4529.016113
	Iteration 24Q: 3 clusters Score -1015376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1015393.125000 Penalty: 4529.016113
	Iteration 25Q: 3 clusters Score -1015393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1015403.375000 Penalty: 4529.016113
	Iteration 26Q: 3 clusters Score -1015403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1015408.000000 Penalty: 4529.016113
	Iteration 27Q: 3 clusters Score -1015408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1015409.750000 Penalty: 4529.016113
	Iteration 28Q: 3 clusters Score -1015410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1015410.937500 Penalty: 4529.016113
	Iteration 29Q: 3 clusters Score -1015411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1015415.375000 Penalty: 4529.016113
	Iteration 30Q: 3 clusters Score -1015415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1015417.875000 Penalty: 4529.016113
	Iteration 31Q: 3 clusters Score -1015418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1015416.562500 Penalty: 4529.016113
	Iteration 32Q: 3 clusters Score -1015417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1015420.187500 Penalty: 4529.016113
	Iteration 33Q: 3 clusters Score -1015420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1015420.937500 Penalty: 4529.016113
	Iteration 34Q: 3 clusters Score -1015421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1015422.375000 Penalty: 4529.016113
	Iteration 35Q: 3 clusters Score -1015422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1015422.000000 Penalty: 4529.016113
	Iteration 36Q: 3 clusters Score -1015422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1015423.687500 Penalty: 4529.016113
	Iteration 37Q: 3 clusters Score -1015424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1015425.187500 Penalty: 4529.016113
	Iteration 38F: 3 clusters Score -1015425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1015423.562500 Penalty: 4529.016113
	Iteration 39Q: 3 clusters Score -1015424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1015425.437500 Penalty: 4529.016113
	Iteration 40F: 3 clusters Score -1015425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1015424.562500 Penalty: 4529.016113
	Iteration 41Q: 3 clusters Score -1015425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1015426.562500 Penalty: 4529.016113
	Iteration 42Q: 3 clusters Score -1015427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1015426.562500 Penalty: 4529.016113
	Iteration 43F: 3 clusters Score -1015427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -891233.312500 Penalty: 2225.076660
	Iteration 0F: 2 clusters Score -891233.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -884989.875000 Penalty: 4450.153320
	Iteration 0F: 3 clusters Score -884989.9 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -886726.312500 Penalty: 4450.153320
	Iteration 1F: 3 clusters Score -886726.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -887038.937500 Penalty: 4450.153320
	Iteration 2F: 3 clusters Score -887038.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -887233.625000 Penalty: 4450.153320
	Iteration 3F: 3 clusters Score -887233.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -887348.562500 Penalty: 4450.153320
	Iteration 4Q: 3 clusters Score -887348.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -887448.375000 Penalty: 4450.153320
	Iteration 5Q: 3 clusters Score -887448.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -887539.437500 Penalty: 4450.153320
	Iteration 6Q: 3 clusters Score -887539.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -887628.562500 Penalty: 4450.153320
	Iteration 7Q: 3 clusters Score -887628.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -887699.000000 Penalty: 4450.153320
	Iteration 8Q: 3 clusters Score -887699 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -887759.250000 Penalty: 4450.153320
	Iteration 9Q: 3 clusters Score -887759.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -887814.625000 Penalty: 4450.153320
	Iteration 10Q: 3 clusters Score -887814.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -887875.875000 Penalty: 4450.153320
	Iteration 11Q: 3 clusters Score -887875.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -887938.875000 Penalty: 4450.153320
	Iteration 12Q: 3 clusters Score -887938.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -888007.562500 Penalty: 4450.153320
	Iteration 13Q: 3 clusters Score -888007.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -888081.812500 Penalty: 4450.153320
	Iteration 14Q: 3 clusters Score -888081.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -888151.625000 Penalty: 4450.153320
	Iteration 15Q: 3 clusters Score -888151.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -888221.562500 Penalty: 4450.153320
	Iteration 16Q: 3 clusters Score -888221.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -888298.312500 Penalty: 4450.153320
	Iteration 17Q: 3 clusters Score -888298.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -888383.750000 Penalty: 4450.153320
	Iteration 18Q: 3 clusters Score -888383.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -888474.187500 Penalty: 4450.153320
	Iteration 19Q: 3 clusters Score -888474.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -888542.187500 Penalty: 4450.153320
	Iteration 20F: 3 clusters Score -888542.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -888607.000000 Penalty: 4450.153320
	Iteration 21Q: 3 clusters Score -888607 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -888666.187500 Penalty: 4450.153320
	Iteration 22Q: 3 clusters Score -888666.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -888733.875000 Penalty: 4450.153320
	Iteration 23Q: 3 clusters Score -888733.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -888814.375000 Penalty: 4450.153320
	Iteration 24Q: 3 clusters Score -888814.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -888873.062500 Penalty: 4450.153320
	Iteration 25Q: 3 clusters Score -888873.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -888922.375000 Penalty: 4450.153320
	Iteration 26Q: 3 clusters Score -888922.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -888949.500000 Penalty: 4450.153320
	Iteration 27Q: 3 clusters Score -888949.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -888983.937500 Penalty: 4450.153320
	Iteration 28Q: 3 clusters Score -888983.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -889015.437500 Penalty: 4450.153320
	Iteration 29Q: 3 clusters Score -889015.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -889032.875000 Penalty: 4450.153320
	Iteration 30Q: 3 clusters Score -889032.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -889045.750000 Penalty: 4450.153320
	Iteration 31Q: 3 clusters Score -889045.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -889061.812500 Penalty: 4450.153320
	Iteration 32Q: 3 clusters Score -889061.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -889079.125000 Penalty: 4450.153320
	Iteration 33Q: 3 clusters Score -889079.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -889100.875000 Penalty: 4450.153320
	Iteration 34Q: 3 clusters Score -889100.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -889123.437500 Penalty: 4450.153320
	Iteration 35Q: 3 clusters Score -889123.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -889146.125000 Penalty: 4450.153320
	Iteration 36Q: 3 clusters Score -889146.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -889166.687500 Penalty: 4450.153320
	Iteration 37Q: 3 clusters Score -889166.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -889184.625000 Penalty: 4450.153320
	Iteration 38Q: 3 clusters Score -889184.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -889204.750000 Penalty: 4450.153320
	Iteration 39Q: 3 clusters Score -889204.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -889222.125000 Penalty: 4450.153320
	Iteration 40F: 3 clusters Score -889222.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -889249.750000 Penalty: 4450.153320
	Iteration 41Q: 3 clusters Score -889249.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -889274.250000 Penalty: 4450.153320
	Iteration 42Q: 3 clusters Score -889274.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -889297.250000 Penalty: 4450.153320
	Iteration 43Q: 3 clusters Score -889297.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -889310.875000 Penalty: 4450.153320
	Iteration 44Q: 3 clusters Score -889310.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -889328.687500 Penalty: 4450.153320
	Iteration 45Q: 3 clusters Score -889328.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -889339.562500 Penalty: 4450.153320
	Iteration 46Q: 3 clusters Score -889339.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -889344.937500 Penalty: 4450.153320
	Iteration 47Q: 3 clusters Score -889344.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -889350.625000 Penalty: 4450.153320
	Iteration 48Q: 3 clusters Score -889350.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -889359.000000 Penalty: 4450.153320
	Iteration 49Q: 3 clusters Score -889359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -889363.000000 Penalty: 4450.153320
	Iteration 50Q: 3 clusters Score -889363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -889364.000000 Penalty: 4450.153320
	Iteration 51Q: 3 clusters Score -889364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -889367.562500 Penalty: 4450.153320
	Iteration 52Q: 3 clusters Score -889367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -889374.875000 Penalty: 4450.153320
	Iteration 53Q: 3 clusters Score -889374.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -889377.125000 Penalty: 4450.153320
	Iteration 54Q: 3 clusters Score -889377.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -889378.375000 Penalty: 4450.153320
	Iteration 55Q: 3 clusters Score -889378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -889379.312500 Penalty: 4450.153320
	Iteration 56Q: 3 clusters Score -889379.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -889383.000000 Penalty: 4450.153320
	Iteration 57Q: 3 clusters Score -889383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -889389.125000 Penalty: 4450.153320
	Iteration 58Q: 3 clusters Score -889389.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -889389.750000 Penalty: 4450.153320
	Iteration 59Q: 3 clusters Score -889389.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -889391.250000 Penalty: 4450.153320
	Iteration 60F: 3 clusters Score -889391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -889392.000000 Penalty: 4450.153320
	Iteration 61Q: 3 clusters Score -889392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -889393.250000 Penalty: 4450.153320
	Iteration 62Q: 3 clusters Score -889393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -889394.437500 Penalty: 4450.153320
	Iteration 63Q: 3 clusters Score -889394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -889395.312500 Penalty: 4450.153320
	Iteration 64Q: 3 clusters Score -889395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -889397.812500 Penalty: 4450.153320
	Iteration 65Q: 3 clusters Score -889397.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -889398.562500 Penalty: 4450.153320
	Iteration 66Q: 3 clusters Score -889398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -889399.750000 Penalty: 4450.153320
	Iteration 67Q: 3 clusters Score -889399.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -889400.562500 Penalty: 4450.153320
	Iteration 68Q: 3 clusters Score -889400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -889401.375000 Penalty: 4450.153320
	Iteration 69Q: 3 clusters Score -889401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -889401.187500 Penalty: 4450.153320
	Iteration 70Q: 3 clusters Score -889401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -889404.500000 Penalty: 4450.153320
	Iteration 71Q: 3 clusters Score -889404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -889403.437500 Penalty: 4450.153320
	Iteration 72Q: 3 clusters Score -889403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -889402.562500 Penalty: 4450.153320
	Iteration 73Q: 3 clusters Score -889402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -889402.562500 Penalty: 4450.153320
	Iteration 74F: 3 clusters Score -889402.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Entering Unmasked Estep 
Score: -1520944.625000 Penalty: 2360.675781
	Iteration 0F: 2 clusters Score -1520945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1510918.125000 Penalty: 4721.351562
	Iteration 0F: 3 clusters Score -1510918 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1514111.500000 Penalty: 4721.351562
	Iteration 1F: 3 clusters Score -1514112 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1514584.000000 Penalty: 4721.351562
	Iteration 2F: 3 clusters Score -1514584 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1515000.375000 Penalty: 4721.351562
	Iteration 3F: 3 clusters Score -1515000 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1515372.000000 Penalty: 4721.351562
	Iteration 4F: 3 clusters Score -1515372 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1515712.750000 Penalty: 4721.351562
	Iteration 5Q: 3 clusters Score -1515713 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1516059.625000 Penalty: 4721.351562
	Iteration 6Q: 3 clusters Score -1516060 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1516381.750000 Penalty: 4721.351562
	Iteration 7Q: 3 clusters Score -1516382 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1516716.875000 Penalty: 4721.351562
	Iteration 8Q: 3 clusters Score -1516717 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1517027.875000 Penalty: 4721.351562
	Iteration 9Q: 3 clusters Score -1517028 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1517319.625000 Penalty: 4721.351562
	Iteration 10Q: 3 clusters Score -1517320 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1517566.125000 Penalty: 4721.351562
	Iteration 11Q: 3 clusters Score -1517566 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1517751.625000 Penalty: 4721.351562
	Iteration 12Q: 3 clusters Score -1517752 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1517916.625000 Penalty: 4721.351562
	Iteration 13Q: 3 clusters Score -1517917 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1518061.500000 Penalty: 4721.351562
	Iteration 14Q: 3 clusters Score -1518062 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1518206.250000 Penalty: 4721.351562
	Iteration 15Q: 3 clusters Score -1518206 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1518351.125000 Penalty: 4721.351562
	Iteration 16Q: 3 clusters Score -1518351 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1518486.250000 Penalty: 4721.351562
	Iteration 17Q: 3 clusters Score -1518486 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1518606.750000 Penalty: 4721.351562
	Iteration 18Q: 3 clusters Score -1518607 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1518713.125000 Penalty: 4721.351562
	Iteration 19Q: 3 clusters Score -1518713 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1518830.875000 Penalty: 4721.351562
	Iteration 20F: 3 clusters Score -1518831 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1518927.375000 Penalty: 4721.351562
	Iteration 21Q: 3 clusters Score -1518927 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1519023.750000 Penalty: 4721.351562
	Iteration 22Q: 3 clusters Score -1519024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1519122.875000 Penalty: 4721.351562
	Iteration 23Q: 3 clusters Score -1519123 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1519230.750000 Penalty: 4721.351562
	Iteration 24Q: 3 clusters Score -1519231 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1519353.000000 Penalty: 4721.351562
	Iteration 25Q: 3 clusters Score -1519353 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1519490.500000 Penalty: 4721.351562
	Iteration 26Q: 3 clusters Score -1519490 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1519664.875000 Penalty: 4721.351562
	Iteration 27Q: 3 clusters Score -1519665 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1519829.250000 Penalty: 4721.351562
	Iteration 28Q: 3 clusters Score -1519829 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1519952.125000 Penalty: 4721.351562
	Iteration 29Q: 3 clusters Score -1519952 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1520051.000000 Penalty: 4721.351562
	Iteration 30Q: 3 clusters Score -1520051 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1520122.125000 Penalty: 4721.351562
	Iteration 31Q: 3 clusters Score -1520122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1520170.625000 Penalty: 4721.351562
	Iteration 32Q: 3 clusters Score -1520171 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1520202.375000 Penalty: 4721.351562
	Iteration 33Q: 3 clusters Score -1520202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1520214.875000 Penalty: 4721.351562
	Iteration 34Q: 3 clusters Score -1520215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1520218.500000 Penalty: 4721.351562
	Iteration 35Q: 3 clusters Score -1520218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1520221.500000 Penalty: 4721.351562
	Iteration 36Q: 3 clusters Score -1520222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1520228.250000 Penalty: 4721.351562
	Iteration 37Q: 3 clusters Score -1520228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1520227.250000 Penalty: 4721.351562
	Iteration 38Q: 3 clusters Score -1520227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1520228.000000 Penalty: 4721.351562
	Iteration 39Q: 3 clusters Score -1520228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1520358.000000 Penalty: 4721.351562
	Iteration 40F: 3 clusters Score -1520358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1520454.375000 Penalty: 4721.351562
	Iteration 41Q: 3 clusters Score -1520454 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1520499.125000 Penalty: 4721.351562
	Iteration 42Q: 3 clusters Score -1520499 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1520530.750000 Penalty: 4721.351562
	Iteration 43Q: 3 clusters Score -1520531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1520537.250000 Penalty: 4721.351562
	Iteration 44Q: 3 clusters Score -1520537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1520541.500000 Penalty: 4721.351562
	Iteration 45Q: 3 clusters Score -1520542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1520546.000000 Penalty: 4721.351562
	Iteration 46Q: 3 clusters Score -1520546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1520549.625000 Penalty: 4721.351562
	Iteration 47Q: 3 clusters Score -1520550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1520548.000000 Penalty: 4721.351562
	Iteration 48Q: 3 clusters Score -1520548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1520547.500000 Penalty: 4721.351562
	Iteration 49Q: 3 clusters Score -1520548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1520548.375000 Penalty: 4721.351562
	Iteration 50Q: 3 clusters Score -1520548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1520548.375000 Penalty: 4721.351562
	Iteration 51Q: 3 clusters Score -1520548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1520548.250000 Penalty: 4721.351562
	Iteration 52Q: 3 clusters Score -1520548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1520547.625000 Penalty: 4721.351562
	Iteration 53Q: 3 clusters Score -1520548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1520547.625000 Penalty: 4721.351562
	Iteration 54F: 3 clusters Score -1520548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Entering Unmasked Estep 
Score: -27814.001953 Penalty: 1412.879150
	Iteration 0F: 2 clusters Score -27814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26498.964844 Penalty: 2825.758301
	Iteration 0F: 3 clusters Score -26498.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26693.503906 Penalty: 2825.758301
	Iteration 1F: 3 clusters Score -26693.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26887.591797 Penalty: 2825.758301
	Iteration 2F: 3 clusters Score -26887.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26956.617188 Penalty: 2825.758301
	Iteration 3Q: 3 clusters Score -26956.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26971.646484 Penalty: 2825.758301
	Iteration 4Q: 3 clusters Score -26971.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26988.730469 Penalty: 2825.758301
	Iteration 5Q: 3 clusters Score -26988.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26993.353516 Penalty: 2825.758301
	Iteration 6Q: 3 clusters Score -26993.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26993.353516 Penalty: 2825.758301
	Iteration 7F: 3 clusters Score -26993.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (177348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Entering Unmasked Estep 
Score: -20941026.000000 Penalty: 2997.295410
	Iteration 0F: 2 clusters Score -2.094103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -20826694.000000 Penalty: 5994.590820
	Iteration 0F: 3 clusters Score -2.082669e+07 nChanged 84715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84686 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -20876960.000000 Penalty: 5994.590820
	Iteration 1F: 3 clusters Score -2.087696e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -20879420.000000 Penalty: 5994.590820
	Iteration 2Q: 3 clusters Score -2.087942e+07 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -20883998.000000 Penalty: 5994.590820
	Iteration 3F: 3 clusters Score -2.0884e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -20891678.000000 Penalty: 5994.590820
	Iteration 4F: 3 clusters Score -2.089168e+07 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61568 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -20902614.000000 Penalty: 5994.590820
	Iteration 5F: 3 clusters Score -2.090261e+07 nChanged 14015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 123967 members 
Entering Unmasked Estep 
Score: -20914736.000000 Penalty: 5994.590820
	Iteration 6F: 3 clusters Score -2.091474e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 129938 members 
Entering Unmasked Estep 
Score: -20925894.000000 Penalty: 5994.590820
	Iteration 7F: 3 clusters Score -2.092589e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -20933142.000000 Penalty: 5994.590820
	Iteration 8Q: 3 clusters Score -2.093314e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -20935976.000000 Penalty: 5994.590820
	Iteration 9Q: 3 clusters Score -2.093598e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 136216 members 
Entering Unmasked Estep 
Score: -20937134.000000 Penalty: 5994.590820
	Iteration 10Q: 3 clusters Score -2.093713e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 137441 members 
Entering Unmasked Estep 
Score: -20937886.000000 Penalty: 5994.590820
	Iteration 11Q: 3 clusters Score -2.093789e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 138548 members 
Entering Unmasked Estep 
Score: -20938424.000000 Penalty: 5994.590820
	Iteration 12Q: 3 clusters Score -2.093842e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -20938862.000000 Penalty: 5994.590820
	Iteration 13Q: 3 clusters Score -2.093886e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 140521 members 
Entering Unmasked Estep 
Score: -20939048.000000 Penalty: 5994.590820
	Iteration 14Q: 3 clusters Score -2.093905e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -20939318.000000 Penalty: 5994.590820
	Iteration 15Q: 3 clusters Score -2.093932e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 142248 members 
Entering Unmasked Estep 
Score: -20939520.000000 Penalty: 5994.590820
	Iteration 16Q: 3 clusters Score -2.093952e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -20939706.000000 Penalty: 5994.590820
	Iteration 17Q: 3 clusters Score -2.093971e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 143834 members 
Entering Unmasked Estep 
Score: -20939870.000000 Penalty: 5994.590820
	Iteration 18Q: 3 clusters Score -2.093987e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 144658 members 
Entering Unmasked Estep 
Score: -20939944.000000 Penalty: 5994.590820
	Iteration 19Q: 3 clusters Score -2.093994e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 145432 members 
Entering Unmasked Estep 
Score: -20940078.000000 Penalty: 5994.590820
	Iteration 20F: 3 clusters Score -2.094008e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -20940250.000000 Penalty: 5994.590820
	Iteration 21Q: 3 clusters Score -2.094025e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 146969 members 
Entering Unmasked Estep 
Score: -20940428.000000 Penalty: 5994.590820
	Iteration 22Q: 3 clusters Score -2.094043e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 147720 members 
Entering Unmasked Estep 
Score: -20940542.000000 Penalty: 5994.590820
	Iteration 23Q: 3 clusters Score -2.094054e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -20940610.000000 Penalty: 5994.590820
	Iteration 24Q: 3 clusters Score -2.094061e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -20940644.000000 Penalty: 5994.590820
	Iteration 25Q: 3 clusters Score -2.094064e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -20940760.000000 Penalty: 5994.590820
	Iteration 26Q: 3 clusters Score -2.094076e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 150507 members 
Entering Unmasked Estep 
Score: -20940852.000000 Penalty: 5994.590820
	Iteration 27Q: 3 clusters Score -2.094085e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 151150 members 
Entering Unmasked Estep 
Score: -20940908.000000 Penalty: 5994.590820
	Iteration 28Q: 3 clusters Score -2.094091e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 151770 members 
Entering Unmasked Estep 
Score: -20940970.000000 Penalty: 5994.590820
	Iteration 29Q: 3 clusters Score -2.094097e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -20941002.000000 Penalty: 5994.590820
	Iteration 30Q: 3 clusters Score -2.0941e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 152960 members 
Entering Unmasked Estep 
Score: -20940978.000000 Penalty: 5994.590820
	Iteration 31Q: 3 clusters Score -2.094098e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 153517 members 
Entering Unmasked Estep 
Score: -20941028.000000 Penalty: 5994.590820
	Iteration 32Q: 3 clusters Score -2.094103e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 154049 members 
Entering Unmasked Estep 
Score: -20941050.000000 Penalty: 5994.590820
	Iteration 33Q: 3 clusters Score -2.094105e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 154567 members 
Entering Unmasked Estep 
Score: -20941034.000000 Penalty: 5994.590820
	Iteration 34Q: 3 clusters Score -2.094103e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 155051 members 
Entering Unmasked Estep 
Score: -20941076.000000 Penalty: 5994.590820
	Iteration 35Q: 3 clusters Score -2.094108e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 155517 members 
Entering Unmasked Estep 
Score: -20941120.000000 Penalty: 5994.590820
	Iteration 36Q: 3 clusters Score -2.094112e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 155959 members 
Entering Unmasked Estep 
Score: -20941204.000000 Penalty: 5994.590820
	Iteration 37Q: 3 clusters Score -2.09412e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 156389 members 
Entering Unmasked Estep 
Score: -20941224.000000 Penalty: 5994.590820
	Iteration 38Q: 3 clusters Score -2.094122e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -20941244.000000 Penalty: 5994.590820
	Iteration 39Q: 3 clusters Score -2.094124e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 157176 members 
Entering Unmasked Estep 
Score: -20941218.000000 Penalty: 5994.590820
	Iteration 40F: 3 clusters Score -2.094122e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -20941218.000000 Penalty: 5994.590820
	Iteration 41Q: 3 clusters Score -2.094122e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 157876 members 
Entering Unmasked Estep 
Score: -20941232.000000 Penalty: 5994.590820
	Iteration 42Q: 3 clusters Score -2.094123e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 158193 members 
Entering Unmasked Estep 
Score: -20941202.000000 Penalty: 5994.590820
	Iteration 43Q: 3 clusters Score -2.09412e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 158516 members 
Entering Unmasked Estep 
Score: -20941198.000000 Penalty: 5994.590820
	Iteration 44Q: 3 clusters Score -2.09412e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -20941224.000000 Penalty: 5994.590820
	Iteration 45Q: 3 clusters Score -2.094122e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 159117 members 
Entering Unmasked Estep 
Score: -20941184.000000 Penalty: 5994.590820
	Iteration 46Q: 3 clusters Score -2.094118e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 159416 members 
Entering Unmasked Estep 
Score: -20941138.000000 Penalty: 5994.590820
	Iteration 47Q: 3 clusters Score -2.094114e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -20941154.000000 Penalty: 5994.590820
	Iteration 48Q: 3 clusters Score -2.094115e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -20941144.000000 Penalty: 5994.590820
	Iteration 49Q: 3 clusters Score -2.094114e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -20941150.000000 Penalty: 5994.590820
	Iteration 50Q: 3 clusters Score -2.094115e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 160465 members 
Entering Unmasked Estep 
Score: -20941140.000000 Penalty: 5994.590820
	Iteration 51Q: 3 clusters Score -2.094114e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 160712 members 
Entering Unmasked Estep 
Score: -20941164.000000 Penalty: 5994.590820
	Iteration 52Q: 3 clusters Score -2.094116e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 160944 members 
Entering Unmasked Estep 
Score: -20941178.000000 Penalty: 5994.590820
	Iteration 53Q: 3 clusters Score -2.094118e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 161155 members 
Entering Unmasked Estep 
Score: -20941198.000000 Penalty: 5994.590820
	Iteration 54Q: 3 clusters Score -2.09412e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 161342 members 
Entering Unmasked Estep 
Score: -20941198.000000 Penalty: 5994.590820
	Iteration 55Q: 3 clusters Score -2.09412e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 161557 members 
Entering Unmasked Estep 
Score: -20941144.000000 Penalty: 5994.590820
	Iteration 56Q: 3 clusters Score -2.094114e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -20941140.000000 Penalty: 5994.590820
	Iteration 57Q: 3 clusters Score -2.094114e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -20941088.000000 Penalty: 5994.590820
	Iteration 58Q: 3 clusters Score -2.094109e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -20941074.000000 Penalty: 5994.590820
	Iteration 59Q: 3 clusters Score -2.094107e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 162401 members 
Entering Unmasked Estep 
Score: -20941102.000000 Penalty: 5994.590820
	Iteration 60F: 3 clusters Score -2.09411e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 162592 members 
Entering Unmasked Estep 
Score: -20941118.000000 Penalty: 5994.590820
	Iteration 61Q: 3 clusters Score -2.094112e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -20941108.000000 Penalty: 5994.590820
	Iteration 62Q: 3 clusters Score -2.094111e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 162975 members 
Entering Unmasked Estep 
Score: -20941110.000000 Penalty: 5994.590820
	Iteration 63Q: 3 clusters Score -2.094111e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -20941120.000000 Penalty: 5994.590820
	Iteration 64Q: 3 clusters Score -2.094112e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 163318 members 
Entering Unmasked Estep 
Score: -20941106.000000 Penalty: 5994.590820
	Iteration 65Q: 3 clusters Score -2.094111e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -20941082.000000 Penalty: 5994.590820
	Iteration 66Q: 3 clusters Score -2.094108e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -20941078.000000 Penalty: 5994.590820
	Iteration 67Q: 3 clusters Score -2.094108e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 163852 members 
Entering Unmasked Estep 
Score: -20941036.000000 Penalty: 5994.590820
	Iteration 68Q: 3 clusters Score -2.094104e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 164037 members 
Entering Unmasked Estep 
Score: -20941004.000000 Penalty: 5994.590820
	Iteration 69Q: 3 clusters Score -2.0941e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 164224 members 
Entering Unmasked Estep 
Score: -20941006.000000 Penalty: 5994.590820
	Iteration 70Q: 3 clusters Score -2.094101e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -20941042.000000 Penalty: 5994.590820
	Iteration 71Q: 3 clusters Score -2.094104e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 164574 members 
Entering Unmasked Estep 
Score: -20941054.000000 Penalty: 5994.590820
	Iteration 72Q: 3 clusters Score -2.094105e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 164748 members 
Entering Unmasked Estep 
Score: -20941016.000000 Penalty: 5994.590820
	Iteration 73Q: 3 clusters Score -2.094102e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -20941002.000000 Penalty: 5994.590820
	Iteration 74Q: 3 clusters Score -2.0941e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -20941008.000000 Penalty: 5994.590820
	Iteration 75Q: 3 clusters Score -2.094101e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 165218 members 
Entering Unmasked Estep 
Score: -20940996.000000 Penalty: 5994.590820
	Iteration 76Q: 3 clusters Score -2.0941e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 165347 members 
Entering Unmasked Estep 
Score: -20941002.000000 Penalty: 5994.590820
	Iteration 77Q: 3 clusters Score -2.0941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 165469 members 
Entering Unmasked Estep 
Score: -20940930.000000 Penalty: 5994.590820
	Iteration 78Q: 3 clusters Score -2.094093e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -20940954.000000 Penalty: 5994.590820
	Iteration 79Q: 3 clusters Score -2.094095e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 165684 members 
Entering Unmasked Estep 
Score: -20940936.000000 Penalty: 5994.590820
	Iteration 80F: 3 clusters Score -2.094094e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -20940954.000000 Penalty: 5994.590820
	Iteration 81Q: 3 clusters Score -2.094095e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 165862 members 
Entering Unmasked Estep 
Score: -20940950.000000 Penalty: 5994.590820
	Iteration 82Q: 3 clusters Score -2.094095e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 165936 members 
Entering Unmasked Estep 
Score: -20940950.000000 Penalty: 5994.590820
	Iteration 83Q: 3 clusters Score -2.094095e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 166018 members 
Entering Unmasked Estep 
Score: -20940970.000000 Penalty: 5994.590820
	Iteration 84Q: 3 clusters Score -2.094097e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 166092 members 
Entering Unmasked Estep 
Score: -20941010.000000 Penalty: 5994.590820
	Iteration 85Q: 3 clusters Score -2.094101e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 166170 members 
Entering Unmasked Estep 
Score: -20940972.000000 Penalty: 5994.590820
	Iteration 86Q: 3 clusters Score -2.094097e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -20940954.000000 Penalty: 5994.590820
	Iteration 87Q: 3 clusters Score -2.094095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 166303 members 
Entering Unmasked Estep 
Score: -20940944.000000 Penalty: 5994.590820
	Iteration 88Q: 3 clusters Score -2.094094e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 166351 members 
Entering Unmasked Estep 
Score: -20940938.000000 Penalty: 5994.590820
	Iteration 89Q: 3 clusters Score -2.094094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 166388 members 
Entering Unmasked Estep 
Score: -20940924.000000 Penalty: 5994.590820
	Iteration 90Q: 3 clusters Score -2.094092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -20940942.000000 Penalty: 5994.590820
	Iteration 91Q: 3 clusters Score -2.094094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 166441 members 
Entering Unmasked Estep 
Score: -20940942.000000 Penalty: 5994.590820
	Iteration 92Q: 3 clusters Score -2.094094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 166463 members 
Entering Unmasked Estep 
Score: -20940922.000000 Penalty: 5994.590820
	Iteration 93Q: 3 clusters Score -2.094092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 166480 members 
Entering Unmasked Estep 
Score: -20940900.000000 Penalty: 5994.590820
	Iteration 94Q: 3 clusters Score -2.09409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 166497 members 
Entering Unmasked Estep 
Score: -20940888.000000 Penalty: 5994.590820
	Iteration 95Q: 3 clusters Score -2.094089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 166522 members 
Entering Unmasked Estep 
Score: -20940874.000000 Penalty: 5994.590820
	Iteration 96Q: 3 clusters Score -2.094087e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 166543 members 
Entering Unmasked Estep 
Score: -20940896.000000 Penalty: 5994.590820
	Iteration 97Q: 3 clusters Score -2.09409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 166566 members 
Entering Unmasked Estep 
Score: -20940892.000000 Penalty: 5994.590820
	Iteration 98Q: 3 clusters Score -2.094089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -20940892.000000 Penalty: 5994.590820
	Iteration 99Q: 3 clusters Score -2.094089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -20940872.000000 Penalty: 5994.590820
	Iteration 100F: 3 clusters Score -2.094087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 166625 members 
Entering Unmasked Estep 
Score: -20940854.000000 Penalty: 5994.590820
	Iteration 101Q: 3 clusters Score -2.094085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 166648 members 
Entering Unmasked Estep 
Score: -20940836.000000 Penalty: 5994.590820
	Iteration 102Q: 3 clusters Score -2.094084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -20940842.000000 Penalty: 5994.590820
	Iteration 103Q: 3 clusters Score -2.094084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 166682 members 
Entering Unmasked Estep 
Score: -20940846.000000 Penalty: 5994.590820
	Iteration 104Q: 3 clusters Score -2.094085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 166693 members 
Entering Unmasked Estep 
Score: -20940858.000000 Penalty: 5994.590820
	Iteration 105Q: 3 clusters Score -2.094086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -20940848.000000 Penalty: 5994.590820
	Iteration 106Q: 3 clusters Score -2.094085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -20940838.000000 Penalty: 5994.590820
	Iteration 107Q: 3 clusters Score -2.094084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 166721 members 
Entering Unmasked Estep 
Score: -20940850.000000 Penalty: 5994.590820
	Iteration 108Q: 3 clusters Score -2.094085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 166723 members 
Entering Unmasked Estep 
Score: -20940854.000000 Penalty: 5994.590820
	Iteration 109Q: 3 clusters Score -2.094085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -20940842.000000 Penalty: 5994.590820
	Iteration 110Q: 3 clusters Score -2.094084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 166728 members 
Entering Unmasked Estep 
Score: -20940848.000000 Penalty: 5994.590820
	Iteration 111Q: 3 clusters Score -2.094085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -20940840.000000 Penalty: 5994.590820
	Iteration 112Q: 3 clusters Score -2.094084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -20940838.000000 Penalty: 5994.590820
	Iteration 113Q: 3 clusters Score -2.094084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -20940838.000000 Penalty: 5994.590820
	Iteration 114Q: 3 clusters Score -2.094084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 166738 members 
Entering Unmasked Estep 
Score: -20940842.000000 Penalty: 5994.590820
	Iteration 115Q: 3 clusters Score -2.094084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 166739 members 
Entering Unmasked Estep 
Score: -20940828.000000 Penalty: 5994.590820
	Iteration 116Q: 3 clusters Score -2.094083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 166740 members 
Entering Unmasked Estep 
Score: -20940832.000000 Penalty: 5994.590820
	Iteration 117Q: 3 clusters Score -2.094083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 166740 members 
Entering Unmasked Estep 
Score: -20940832.000000 Penalty: 5994.590820
	Iteration 118F: 3 clusters Score -2.094083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Entering Unmasked Estep 
Score: -2635588.500000 Penalty: 2492.338135
	Iteration 0F: 2 clusters Score -2635588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2619595.000000 Penalty: 4984.676270
	Iteration 0F: 3 clusters Score -2619595 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2625278.250000 Penalty: 4984.676270
	Iteration 1F: 3 clusters Score -2625278 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2625837.000000 Penalty: 4984.676270
	Iteration 2F: 3 clusters Score -2625837 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2626373.250000 Penalty: 4984.676270
	Iteration 3F: 3 clusters Score -2626373 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2626981.250000 Penalty: 4984.676270
	Iteration 4F: 3 clusters Score -2626981 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2627686.250000 Penalty: 4984.676270
	Iteration 5F: 3 clusters Score -2627686 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2628575.000000 Penalty: 4984.676270
	Iteration 6F: 3 clusters Score -2628575 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2629617.250000 Penalty: 4984.676270
	Iteration 7F: 3 clusters Score -2629617 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2630720.750000 Penalty: 4984.676270
	Iteration 8F: 3 clusters Score -2630721 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2631680.500000 Penalty: 4984.676270
	Iteration 9Q: 3 clusters Score -2631680 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2632371.750000 Penalty: 4984.676270
	Iteration 10Q: 3 clusters Score -2632372 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2632957.750000 Penalty: 4984.676270
	Iteration 11Q: 3 clusters Score -2632958 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2633330.250000 Penalty: 4984.676270
	Iteration 12Q: 3 clusters Score -2633330 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2633551.000000 Penalty: 4984.676270
	Iteration 13Q: 3 clusters Score -2633551 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2633685.000000 Penalty: 4984.676270
	Iteration 14Q: 3 clusters Score -2633685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2633764.750000 Penalty: 4984.676270
	Iteration 15Q: 3 clusters Score -2633765 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2633805.500000 Penalty: 4984.676270
	Iteration 16Q: 3 clusters Score -2633806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2633847.500000 Penalty: 4984.676270
	Iteration 17Q: 3 clusters Score -2633848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2633865.500000 Penalty: 4984.676270
	Iteration 18Q: 3 clusters Score -2633866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -2633882.750000 Penalty: 4984.676270
	Iteration 19Q: 3 clusters Score -2633883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2633890.750000 Penalty: 4984.676270
	Iteration 20F: 3 clusters Score -2633891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2633901.750000 Penalty: 4984.676270
	Iteration 21Q: 3 clusters Score -2633902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2633908.500000 Penalty: 4984.676270
	Iteration 22Q: 3 clusters Score -2633908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2633910.000000 Penalty: 4984.676270
	Iteration 23Q: 3 clusters Score -2633910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2633916.500000 Penalty: 4984.676270
	Iteration 24Q: 3 clusters Score -2633916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2633920.250000 Penalty: 4984.676270
	Iteration 25Q: 3 clusters Score -2633920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2633918.000000 Penalty: 4984.676270
	Iteration 26Q: 3 clusters Score -2633918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2633920.750000 Penalty: 4984.676270
	Iteration 27Q: 3 clusters Score -2633921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2633921.500000 Penalty: 4984.676270
	Iteration 28Q: 3 clusters Score -2633922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2633921.750000 Penalty: 4984.676270
	Iteration 29Q: 3 clusters Score -2633922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2633924.000000 Penalty: 4984.676270
	Iteration 30Q: 3 clusters Score -2633924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2633920.000000 Penalty: 4984.676270
	Iteration 31Q: 3 clusters Score -2633920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2633920.000000 Penalty: 4984.676270
	Iteration 32F: 3 clusters Score -2633920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -743883.187500 Penalty: 2184.623779
	Iteration 0F: 2 clusters Score -743883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -738355.437500 Penalty: 4369.247559
	Iteration 0F: 3 clusters Score -738355.4 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -739874.812500 Penalty: 4369.247559
	Iteration 1F: 3 clusters Score -739874.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -740219.500000 Penalty: 4369.247559
	Iteration 2F: 3 clusters Score -740219.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -740532.187500 Penalty: 4369.247559
	Iteration 3F: 3 clusters Score -740532.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -740829.625000 Penalty: 4369.247559
	Iteration 4F: 3 clusters Score -740829.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -741099.187500 Penalty: 4369.247559
	Iteration 5F: 3 clusters Score -741099.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -741355.375000 Penalty: 4369.247559
	Iteration 6F: 3 clusters Score -741355.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -741595.187500 Penalty: 4369.247559
	Iteration 7Q: 3 clusters Score -741595.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -741813.687500 Penalty: 4369.247559
	Iteration 8Q: 3 clusters Score -741813.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -741964.875000 Penalty: 4369.247559
	Iteration 9Q: 3 clusters Score -741964.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -742054.937500 Penalty: 4369.247559
	Iteration 10Q: 3 clusters Score -742054.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -742112.750000 Penalty: 4369.247559
	Iteration 11Q: 3 clusters Score -742112.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -742162.062500 Penalty: 4369.247559
	Iteration 12Q: 3 clusters Score -742162.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -742213.000000 Penalty: 4369.247559
	Iteration 13Q: 3 clusters Score -742213 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -742254.562500 Penalty: 4369.247559
	Iteration 14Q: 3 clusters Score -742254.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -742285.000000 Penalty: 4369.247559
	Iteration 15Q: 3 clusters Score -742285 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -742306.500000 Penalty: 4369.247559
	Iteration 16Q: 3 clusters Score -742306.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -742330.750000 Penalty: 4369.247559
	Iteration 17Q: 3 clusters Score -742330.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -742344.625000 Penalty: 4369.247559
	Iteration 18Q: 3 clusters Score -742344.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -742358.312500 Penalty: 4369.247559
	Iteration 19Q: 3 clusters Score -742358.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -742375.187500 Penalty: 4369.247559
	Iteration 20F: 3 clusters Score -742375.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -742381.687500 Penalty: 4369.247559
	Iteration 21Q: 3 clusters Score -742381.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -742388.250000 Penalty: 4369.247559
	Iteration 22Q: 3 clusters Score -742388.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -742393.500000 Penalty: 4369.247559
	Iteration 23Q: 3 clusters Score -742393.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -742398.812500 Penalty: 4369.247559
	Iteration 24Q: 3 clusters Score -742398.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -742401.437500 Penalty: 4369.247559
	Iteration 25Q: 3 clusters Score -742401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -742402.750000 Penalty: 4369.247559
	Iteration 26Q: 3 clusters Score -742402.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -742404.687500 Penalty: 4369.247559
	Iteration 27Q: 3 clusters Score -742404.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -742408.187500 Penalty: 4369.247559
	Iteration 28Q: 3 clusters Score -742408.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -742408.812500 Penalty: 4369.247559
	Iteration 29Q: 3 clusters Score -742408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -742409.000000 Penalty: 4369.247559
	Iteration 30Q: 3 clusters Score -742409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -742411.062500 Penalty: 4369.247559
	Iteration 31Q: 3 clusters Score -742411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -742412.625000 Penalty: 4369.247559
	Iteration 32Q: 3 clusters Score -742412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -742412.625000 Penalty: 4369.247559
	Iteration 33F: 3 clusters Score -742412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Entering Unmasked Estep 
Score: -435290.562500 Penalty: 2051.090088
	Iteration 0F: 2 clusters Score -435290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -431464.812500 Penalty: 4102.180176
	Iteration 0F: 3 clusters Score -431464.8 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -432379.406250 Penalty: 4102.180176
	Iteration 1F: 3 clusters Score -432379.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -432607.781250 Penalty: 4102.180176
	Iteration 2F: 3 clusters Score -432607.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -432819.156250 Penalty: 4102.180176
	Iteration 3F: 3 clusters Score -432819.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -433035.875000 Penalty: 4102.180176
	Iteration 4F: 3 clusters Score -433035.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -433263.312500 Penalty: 4102.180176
	Iteration 5F: 3 clusters Score -433263.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -433475.593750 Penalty: 4102.180176
	Iteration 6F: 3 clusters Score -433475.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -433624.843750 Penalty: 4102.180176
	Iteration 7Q: 3 clusters Score -433624.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -433739.031250 Penalty: 4102.180176
	Iteration 8Q: 3 clusters Score -433739 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -433815.687500 Penalty: 4102.180176
	Iteration 9Q: 3 clusters Score -433815.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -433880.437500 Penalty: 4102.180176
	Iteration 10Q: 3 clusters Score -433880.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -433938.968750 Penalty: 4102.180176
	Iteration 11Q: 3 clusters Score -433939 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -433973.593750 Penalty: 4102.180176
	Iteration 12Q: 3 clusters Score -433973.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -434008.062500 Penalty: 4102.180176
	Iteration 13Q: 3 clusters Score -434008.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -434033.500000 Penalty: 4102.180176
	Iteration 14Q: 3 clusters Score -434033.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -434050.812500 Penalty: 4102.180176
	Iteration 15Q: 3 clusters Score -434050.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -434064.718750 Penalty: 4102.180176
	Iteration 16Q: 3 clusters Score -434064.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -434078.593750 Penalty: 4102.180176
	Iteration 17Q: 3 clusters Score -434078.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -434094.000000 Penalty: 4102.180176
	Iteration 18Q: 3 clusters Score -434094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -434109.187500 Penalty: 4102.180176
	Iteration 19Q: 3 clusters Score -434109.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -434119.625000 Penalty: 4102.180176
	Iteration 20F: 3 clusters Score -434119.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -434127.750000 Penalty: 4102.180176
	Iteration 21Q: 3 clusters Score -434127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -434131.593750 Penalty: 4102.180176
	Iteration 22Q: 3 clusters Score -434131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -434132.531250 Penalty: 4102.180176
	Iteration 23Q: 3 clusters Score -434132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -434133.437500 Penalty: 4102.180176
	Iteration 24Q: 3 clusters Score -434133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -434133.781250 Penalty: 4102.180176
	Iteration 25Q: 3 clusters Score -434133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -434134.406250 Penalty: 4102.180176
	Iteration 26Q: 3 clusters Score -434134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -434134.718750 Penalty: 4102.180176
	Iteration 27Q: 3 clusters Score -434134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -434136.062500 Penalty: 4102.180176
	Iteration 28Q: 3 clusters Score -434136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -434136.062500 Penalty: 4102.180176
	Iteration 29F: 3 clusters Score -434136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (191893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191893 members 
Entering Unmasked Estep 
Score: -22325708.000000 Penalty: 3016.843750
	Iteration 0F: 2 clusters Score -2.232571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96270 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -22202122.000000 Penalty: 6033.687500
	Iteration 0F: 3 clusters Score -2.220212e+07 nChanged 92178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -22255930.000000 Penalty: 6033.687500
	Iteration 1F: 3 clusters Score -2.225593e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -22257396.000000 Penalty: 6033.687500
	Iteration 2Q: 3 clusters Score -2.22574e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104712 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -22259244.000000 Penalty: 6033.687500
	Iteration 3Q: 3 clusters Score -2.225924e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110076 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -22262480.000000 Penalty: 6033.687500
	Iteration 4Q: 3 clusters Score -2.226248e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118287 members 
Mstep: Class 2 contains 73606 members 
Entering Unmasked Estep 
Score: -22267378.000000 Penalty: 6033.687500
	Iteration 5F: 3 clusters Score -2.226738e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130210 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -22276404.000000 Penalty: 6033.687500
	Iteration 6F: 3 clusters Score -2.22764e+07 nChanged 15975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -22289360.000000 Penalty: 6033.687500
	Iteration 7F: 3 clusters Score -2.228936e+07 nChanged 16032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -22303534.000000 Penalty: 6033.687500
	Iteration 8F: 3 clusters Score -2.230353e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172650 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -22313804.000000 Penalty: 6033.687500
	Iteration 9F: 3 clusters Score -2.23138e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179759 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -22318920.000000 Penalty: 6033.687500
	Iteration 10Q: 3 clusters Score -2.231892e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -22321414.000000 Penalty: 6033.687500
	Iteration 11Q: 3 clusters Score -2.232141e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185706 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -22322822.000000 Penalty: 6033.687500
	Iteration 12Q: 3 clusters Score -2.232282e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -22323946.000000 Penalty: 6033.687500
	Iteration 13Q: 3 clusters Score -2.232395e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187302 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -22324646.000000 Penalty: 6033.687500
	Iteration 14Q: 3 clusters Score -2.232465e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187514 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -22324958.000000 Penalty: 6033.687500
	Iteration 15Q: 3 clusters Score -2.232496e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187636 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -22325124.000000 Penalty: 6033.687500
	Iteration 16Q: 3 clusters Score -2.232512e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187719 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -22325184.000000 Penalty: 6033.687500
	Iteration 17Q: 3 clusters Score -2.232518e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187773 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -22325230.000000 Penalty: 6033.687500
	Iteration 18Q: 3 clusters Score -2.232523e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187803 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -22325242.000000 Penalty: 6033.687500
	Iteration 19Q: 3 clusters Score -2.232524e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187818 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -22325210.000000 Penalty: 6033.687500
	Iteration 20F: 3 clusters Score -2.232521e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187831 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -22325238.000000 Penalty: 6033.687500
	Iteration 21Q: 3 clusters Score -2.232524e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187849 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -22325258.000000 Penalty: 6033.687500
	Iteration 22Q: 3 clusters Score -2.232526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187863 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -22325230.000000 Penalty: 6033.687500
	Iteration 23Q: 3 clusters Score -2.232523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187872 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -22325208.000000 Penalty: 6033.687500
	Iteration 24Q: 3 clusters Score -2.232521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187882 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -22325220.000000 Penalty: 6033.687500
	Iteration 25Q: 3 clusters Score -2.232522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187889 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -22325218.000000 Penalty: 6033.687500
	Iteration 26Q: 3 clusters Score -2.232522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187897 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -22325226.000000 Penalty: 6033.687500
	Iteration 27Q: 3 clusters Score -2.232523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187897 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -22325234.000000 Penalty: 6033.687500
	Iteration 28Q: 3 clusters Score -2.232523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -22325230.000000 Penalty: 6033.687500
	Iteration 29Q: 3 clusters Score -2.232523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187896 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -22325246.000000 Penalty: 6033.687500
	Iteration 30Q: 3 clusters Score -2.232525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187902 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -22325234.000000 Penalty: 6033.687500
	Iteration 31Q: 3 clusters Score -2.232523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187902 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -22325246.000000 Penalty: 6033.687500
	Iteration 32Q: 3 clusters Score -2.232525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -22325228.000000 Penalty: 6033.687500
	Iteration 33Q: 3 clusters Score -2.232523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187915 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -22325228.000000 Penalty: 6033.687500
	Iteration 34Q: 3 clusters Score -2.232523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187923 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -22325244.000000 Penalty: 6033.687500
	Iteration 35Q: 3 clusters Score -2.232524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187924 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -22325236.000000 Penalty: 6033.687500
	Iteration 36Q: 3 clusters Score -2.232524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187927 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -22325246.000000 Penalty: 6033.687500
	Iteration 37Q: 3 clusters Score -2.232525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187931 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -22325244.000000 Penalty: 6033.687500
	Iteration 38Q: 3 clusters Score -2.232524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -22325242.000000 Penalty: 6033.687500
	Iteration 39Q: 3 clusters Score -2.232524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187937 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -22325224.000000 Penalty: 6033.687500
	Iteration 40F: 3 clusters Score -2.232522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187939 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -22325212.000000 Penalty: 6033.687500
	Iteration 41Q: 3 clusters Score -2.232521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -22325224.000000 Penalty: 6033.687500
	Iteration 42Q: 3 clusters Score -2.232522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -22325224.000000 Penalty: 6033.687500
	Iteration 43F: 3 clusters Score -2.232522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (175149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Entering Unmasked Estep 
Score: -20272460.000000 Penalty: 2994.201172
	Iteration 0F: 2 clusters Score -2.027246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -20156228.000000 Penalty: 5988.402344
	Iteration 0F: 3 clusters Score -2.015623e+07 nChanged 84141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85913 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -20205306.000000 Penalty: 5988.402344
	Iteration 1F: 3 clusters Score -2.020531e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 90709 members 
Entering Unmasked Estep 
Score: -20206424.000000 Penalty: 5988.402344
	Iteration 2Q: 3 clusters Score -2.020642e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -20207884.000000 Penalty: 5988.402344
	Iteration 3Q: 3 clusters Score -2.020788e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -20209920.000000 Penalty: 5988.402344
	Iteration 4Q: 3 clusters Score -2.020992e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -20213378.000000 Penalty: 5988.402344
	Iteration 5Q: 3 clusters Score -2.021338e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 111188 members 
Entering Unmasked Estep 
Score: -20218800.000000 Penalty: 5988.402344
	Iteration 6F: 3 clusters Score -2.02188e+07 nChanged 11912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 121818 members 
Entering Unmasked Estep 
Score: -20226440.000000 Penalty: 5988.402344
	Iteration 7F: 3 clusters Score -2.022644e+07 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 134067 members 
Entering Unmasked Estep 
Score: -20236410.000000 Penalty: 5988.402344
	Iteration 8F: 3 clusters Score -2.023641e+07 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -20246944.000000 Penalty: 5988.402344
	Iteration 9F: 3 clusters Score -2.024694e+07 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -20256180.000000 Penalty: 5988.402344
	Iteration 10F: 3 clusters Score -2.025618e+07 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 164670 members 
Entering Unmasked Estep 
Score: -20262474.000000 Penalty: 5988.402344
	Iteration 11Q: 3 clusters Score -2.026247e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 169278 members 
Entering Unmasked Estep 
Score: -20266080.000000 Penalty: 5988.402344
	Iteration 12Q: 3 clusters Score -2.026608e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 171785 members 
Entering Unmasked Estep 
Score: -20268036.000000 Penalty: 5988.402344
	Iteration 13Q: 3 clusters Score -2.026804e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 173080 members 
Entering Unmasked Estep 
Score: -20268918.000000 Penalty: 5988.402344
	Iteration 14Q: 3 clusters Score -2.026892e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 173730 members 
Entering Unmasked Estep 
Score: -20269382.000000 Penalty: 5988.402344
	Iteration 15Q: 3 clusters Score -2.026938e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 174068 members 
Entering Unmasked Estep 
Score: -20269612.000000 Penalty: 5988.402344
	Iteration 16Q: 3 clusters Score -2.026961e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -20269750.000000 Penalty: 5988.402344
	Iteration 17Q: 3 clusters Score -2.026975e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 174329 members 
Entering Unmasked Estep 
Score: -20269836.000000 Penalty: 5988.402344
	Iteration 18Q: 3 clusters Score -2.026984e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 174385 members 
Entering Unmasked Estep 
Score: -20269850.000000 Penalty: 5988.402344
	Iteration 19Q: 3 clusters Score -2.026985e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 174428 members 
Entering Unmasked Estep 
Score: -20269872.000000 Penalty: 5988.402344
	Iteration 20F: 3 clusters Score -2.026987e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 174460 members 
Entering Unmasked Estep 
Score: -20269922.000000 Penalty: 5988.402344
	Iteration 21Q: 3 clusters Score -2.026992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 174477 members 
Entering Unmasked Estep 
Score: -20269920.000000 Penalty: 5988.402344
	Iteration 22Q: 3 clusters Score -2.026992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 174488 members 
Entering Unmasked Estep 
Score: -20269930.000000 Penalty: 5988.402344
	Iteration 23Q: 3 clusters Score -2.026993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -20269948.000000 Penalty: 5988.402344
	Iteration 24Q: 3 clusters Score -2.026995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 174499 members 
Entering Unmasked Estep 
Score: -20269938.000000 Penalty: 5988.402344
	Iteration 25Q: 3 clusters Score -2.026994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 174502 members 
Entering Unmasked Estep 
Score: -20269944.000000 Penalty: 5988.402344
	Iteration 26Q: 3 clusters Score -2.026994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 174508 members 
Entering Unmasked Estep 
Score: -20269938.000000 Penalty: 5988.402344
	Iteration 27Q: 3 clusters Score -2.026994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 174511 members 
Entering Unmasked Estep 
Score: -20269952.000000 Penalty: 5988.402344
	Iteration 28Q: 3 clusters Score -2.026995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 174512 members 
Entering Unmasked Estep 
Score: -20269942.000000 Penalty: 5988.402344
	Iteration 29Q: 3 clusters Score -2.026994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -20269952.000000 Penalty: 5988.402344
	Iteration 30Q: 3 clusters Score -2.026995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -20269952.000000 Penalty: 5988.402344
	Iteration 31Q: 3 clusters Score -2.026995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -20269956.000000 Penalty: 5988.402344
	Iteration 32Q: 3 clusters Score -2.026996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 174520 members 
Entering Unmasked Estep 
Score: -20269942.000000 Penalty: 5988.402344
	Iteration 33Q: 3 clusters Score -2.026994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -20269956.000000 Penalty: 5988.402344
	Iteration 34Q: 3 clusters Score -2.026996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 174525 members 
Entering Unmasked Estep 
Score: -20269970.000000 Penalty: 5988.402344
	Iteration 35Q: 3 clusters Score -2.026997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 174525 members 
Entering Unmasked Estep 
Score: -20269966.000000 Penalty: 5988.402344
	Iteration 36Q: 3 clusters Score -2.026997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -20269968.000000 Penalty: 5988.402344
	Iteration 37Q: 3 clusters Score -2.026997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 174531 members 
Entering Unmasked Estep 
Score: -20269980.000000 Penalty: 5988.402344
	Iteration 38Q: 3 clusters Score -2.026998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 174533 members 
Entering Unmasked Estep 
Score: -20269982.000000 Penalty: 5988.402344
	Iteration 39Q: 3 clusters Score -2.026998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 174537 members 
Entering Unmasked Estep 
Score: -20269988.000000 Penalty: 5988.402344
	Iteration 40F: 3 clusters Score -2.026999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -20269990.000000 Penalty: 5988.402344
	Iteration 41Q: 3 clusters Score -2.026999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 174538 members 
Entering Unmasked Estep 
Score: -20269996.000000 Penalty: 5988.402344
	Iteration 42Q: 3 clusters Score -2.027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 174539 members 
Entering Unmasked Estep 
Score: -20270000.000000 Penalty: 5988.402344
	Iteration 43Q: 3 clusters Score -2.027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 174541 members 
Entering Unmasked Estep 
Score: -20269990.000000 Penalty: 5988.402344
	Iteration 44Q: 3 clusters Score -2.026999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -20269988.000000 Penalty: 5988.402344
	Iteration 45Q: 3 clusters Score -2.026999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -20269988.000000 Penalty: 5988.402344
	Iteration 46F: 3 clusters Score -2.026999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (17390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Entering Unmasked Estep 
Score: -1902585.500000 Penalty: 2421.385498
	Iteration 0F: 2 clusters Score -1902586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1890155.375000 Penalty: 4842.770996
	Iteration 0F: 3 clusters Score -1890155 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1894344.500000 Penalty: 4842.770996
	Iteration 1F: 3 clusters Score -1894344 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1895141.625000 Penalty: 4842.770996
	Iteration 2F: 3 clusters Score -1895142 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1896215.500000 Penalty: 4842.770996
	Iteration 3F: 3 clusters Score -1896216 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1897398.625000 Penalty: 4842.770996
	Iteration 4F: 3 clusters Score -1897399 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1898592.250000 Penalty: 4842.770996
	Iteration 5F: 3 clusters Score -1898592 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1899488.875000 Penalty: 4842.770996
	Iteration 6F: 3 clusters Score -1899489 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1900174.250000 Penalty: 4842.770996
	Iteration 7F: 3 clusters Score -1900174 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1900612.375000 Penalty: 4842.770996
	Iteration 8Q: 3 clusters Score -1900612 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1900902.625000 Penalty: 4842.770996
	Iteration 9Q: 3 clusters Score -1900903 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1901127.375000 Penalty: 4842.770996
	Iteration 10Q: 3 clusters Score -1901127 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1901302.000000 Penalty: 4842.770996
	Iteration 11Q: 3 clusters Score -1901302 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1901481.000000 Penalty: 4842.770996
	Iteration 12Q: 3 clusters Score -1901481 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1901668.875000 Penalty: 4842.770996
	Iteration 13Q: 3 clusters Score -1901669 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1901811.125000 Penalty: 4842.770996
	Iteration 14Q: 3 clusters Score -1901811 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1901914.625000 Penalty: 4842.770996
	Iteration 15Q: 3 clusters Score -1901915 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1901983.750000 Penalty: 4842.770996
	Iteration 16Q: 3 clusters Score -1901984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1902018.500000 Penalty: 4842.770996
	Iteration 17Q: 3 clusters Score -1902018 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1902059.000000 Penalty: 4842.770996
	Iteration 18Q: 3 clusters Score -1902059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1902093.750000 Penalty: 4842.770996
	Iteration 19Q: 3 clusters Score -1902094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1902125.125000 Penalty: 4842.770996
	Iteration 20F: 3 clusters Score -1902125 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1902150.250000 Penalty: 4842.770996
	Iteration 21Q: 3 clusters Score -1902150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1902163.500000 Penalty: 4842.770996
	Iteration 22Q: 3 clusters Score -1902164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1902183.875000 Penalty: 4842.770996
	Iteration 23Q: 3 clusters Score -1902184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1902202.750000 Penalty: 4842.770996
	Iteration 24Q: 3 clusters Score -1902203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1902211.375000 Penalty: 4842.770996
	Iteration 25Q: 3 clusters Score -1902211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1902217.500000 Penalty: 4842.770996
	Iteration 26Q: 3 clusters Score -1902218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1902230.875000 Penalty: 4842.770996
	Iteration 27Q: 3 clusters Score -1902231 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1902235.750000 Penalty: 4842.770996
	Iteration 28Q: 3 clusters Score -1902236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1902243.500000 Penalty: 4842.770996
	Iteration 29Q: 3 clusters Score -1902244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1902258.250000 Penalty: 4842.770996
	Iteration 30Q: 3 clusters Score -1902258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1902265.000000 Penalty: 4842.770996
	Iteration 31Q: 3 clusters Score -1902265 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1902268.625000 Penalty: 4842.770996
	Iteration 32Q: 3 clusters Score -1902269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1902271.125000 Penalty: 4842.770996
	Iteration 33Q: 3 clusters Score -1902271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1902276.750000 Penalty: 4842.770996
	Iteration 34Q: 3 clusters Score -1902277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1902281.000000 Penalty: 4842.770996
	Iteration 35Q: 3 clusters Score -1902281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1902281.250000 Penalty: 4842.770996
	Iteration 36Q: 3 clusters Score -1902281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1902277.750000 Penalty: 4842.770996
	Iteration 37Q: 3 clusters Score -1902278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1902282.250000 Penalty: 4842.770996
	Iteration 38Q: 3 clusters Score -1902282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1902280.625000 Penalty: 4842.770996
	Iteration 39Q: 3 clusters Score -1902281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1902284.875000 Penalty: 4842.770996
	Iteration 40F: 3 clusters Score -1902285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1902280.875000 Penalty: 4842.770996
	Iteration 41Q: 3 clusters Score -1902281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1902282.000000 Penalty: 4842.770996
	Iteration 42Q: 3 clusters Score -1902282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1902284.375000 Penalty: 4842.770996
	Iteration 43Q: 3 clusters Score -1902284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1902284.250000 Penalty: 4842.770996
	Iteration 44Q: 3 clusters Score -1902284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1902284.750000 Penalty: 4842.770996
	Iteration 45Q: 3 clusters Score -1902285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1902284.750000 Penalty: 4842.770996
	Iteration 46F: 3 clusters Score -1902285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Entering Unmasked Estep 
Score: -3881866.500000 Penalty: 2603.223877
	Iteration 0F: 2 clusters Score -3881866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3857205.000000 Penalty: 5206.447754
	Iteration 0F: 3 clusters Score -3857205 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -3867026.000000 Penalty: 5206.447754
	Iteration 1F: 3 clusters Score -3867026 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3868056.000000 Penalty: 5206.447754
	Iteration 2F: 3 clusters Score -3868056 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3869290.750000 Penalty: 5206.447754
	Iteration 3F: 3 clusters Score -3869291 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3870664.250000 Penalty: 5206.447754
	Iteration 4F: 3 clusters Score -3870664 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3872060.000000 Penalty: 5206.447754
	Iteration 5F: 3 clusters Score -3872060 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3873352.000000 Penalty: 5206.447754
	Iteration 6F: 3 clusters Score -3873352 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3874402.000000 Penalty: 5206.447754
	Iteration 7F: 3 clusters Score -3874402 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -3875265.000000 Penalty: 5206.447754
	Iteration 8Q: 3 clusters Score -3875265 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3875898.000000 Penalty: 5206.447754
	Iteration 9Q: 3 clusters Score -3875898 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3876285.750000 Penalty: 5206.447754
	Iteration 10Q: 3 clusters Score -3876286 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -3876541.750000 Penalty: 5206.447754
	Iteration 11Q: 3 clusters Score -3876542 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3876705.750000 Penalty: 5206.447754
	Iteration 12Q: 3 clusters Score -3876706 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3876861.000000 Penalty: 5206.447754
	Iteration 13Q: 3 clusters Score -3876861 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3876949.500000 Penalty: 5206.447754
	Iteration 14Q: 3 clusters Score -3876950 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3877034.500000 Penalty: 5206.447754
	Iteration 15Q: 3 clusters Score -3877034 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3877087.000000 Penalty: 5206.447754
	Iteration 16Q: 3 clusters Score -3877087 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3877107.000000 Penalty: 5206.447754
	Iteration 17Q: 3 clusters Score -3877107 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3877137.000000 Penalty: 5206.447754
	Iteration 18Q: 3 clusters Score -3877137 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3877172.250000 Penalty: 5206.447754
	Iteration 19Q: 3 clusters Score -3877172 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3877181.750000 Penalty: 5206.447754
	Iteration 20F: 3 clusters Score -3877182 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3877222.000000 Penalty: 5206.447754
	Iteration 21Q: 3 clusters Score -3877222 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3877233.000000 Penalty: 5206.447754
	Iteration 22Q: 3 clusters Score -3877233 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3877266.250000 Penalty: 5206.447754
	Iteration 23Q: 3 clusters Score -3877266 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3877310.750000 Penalty: 5206.447754
	Iteration 24Q: 3 clusters Score -3877311 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -3877323.000000 Penalty: 5206.447754
	Iteration 25Q: 3 clusters Score -3877323 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3877354.250000 Penalty: 5206.447754
	Iteration 26Q: 3 clusters Score -3877354 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3877375.000000 Penalty: 5206.447754
	Iteration 27Q: 3 clusters Score -3877375 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3877420.000000 Penalty: 5206.447754
	Iteration 28Q: 3 clusters Score -3877420 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3877460.750000 Penalty: 5206.447754
	Iteration 29Q: 3 clusters Score -3877461 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3877532.250000 Penalty: 5206.447754
	Iteration 30Q: 3 clusters Score -3877532 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3877586.500000 Penalty: 5206.447754
	Iteration 31Q: 3 clusters Score -3877586 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3877651.000000 Penalty: 5206.447754
	Iteration 32Q: 3 clusters Score -3877651 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -3877738.000000 Penalty: 5206.447754
	Iteration 33Q: 3 clusters Score -3877738 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3877853.500000 Penalty: 5206.447754
	Iteration 34Q: 3 clusters Score -3877854 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3877961.500000 Penalty: 5206.447754
	Iteration 35Q: 3 clusters Score -3877962 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3878085.750000 Penalty: 5206.447754
	Iteration 36Q: 3 clusters Score -3878086 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3878260.500000 Penalty: 5206.447754
	Iteration 37Q: 3 clusters Score -3878260 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3878448.750000 Penalty: 5206.447754
	Iteration 38Q: 3 clusters Score -3878449 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -3878661.750000 Penalty: 5206.447754
	Iteration 39Q: 3 clusters Score -3878662 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3878952.750000 Penalty: 5206.447754
	Iteration 40F: 3 clusters Score -3878953 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3879267.000000 Penalty: 5206.447754
	Iteration 41Q: 3 clusters Score -3879267 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3879611.500000 Penalty: 5206.447754
	Iteration 42Q: 3 clusters Score -3879612 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3879926.750000 Penalty: 5206.447754
	Iteration 43Q: 3 clusters Score -3879927 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3880210.750000 Penalty: 5206.447754
	Iteration 44Q: 3 clusters Score -3880211 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3880487.500000 Penalty: 5206.447754
	Iteration 45Q: 3 clusters Score -3880488 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3880747.000000 Penalty: 5206.447754
	Iteration 46Q: 3 clusters Score -3880747 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3880996.750000 Penalty: 5206.447754
	Iteration 47Q: 3 clusters Score -3880997 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3881254.500000 Penalty: 5206.447754
	Iteration 48Q: 3 clusters Score -3881254 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3881473.000000 Penalty: 5206.447754
	Iteration 49Q: 3 clusters Score -3881473 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3881680.500000 Penalty: 5206.447754
	Iteration 50Q: 3 clusters Score -3881680 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -3881880.250000 Penalty: 5206.447754
	Iteration 51Q: 3 clusters Score -3881880 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -3882103.750000 Penalty: 5206.447754
	Iteration 52Q: 3 clusters Score -3882104 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3882275.250000 Penalty: 5206.447754
	Iteration 53Q: 3 clusters Score -3882275 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3882440.250000 Penalty: 5206.447754
	Iteration 54Q: 3 clusters Score -3882440 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -3882535.000000 Penalty: 5206.447754
	Iteration 55Q: 3 clusters Score -3882535 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3882596.500000 Penalty: 5206.447754
	Iteration 56Q: 3 clusters Score -3882596 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -3882649.750000 Penalty: 5206.447754
	Iteration 57Q: 3 clusters Score -3882650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3882668.000000 Penalty: 5206.447754
	Iteration 58Q: 3 clusters Score -3882668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -3882689.000000 Penalty: 5206.447754
	Iteration 59Q: 3 clusters Score -3882689 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -3882697.250000 Penalty: 5206.447754
	Iteration 60F: 3 clusters Score -3882697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3882720.250000 Penalty: 5206.447754
	Iteration 61Q: 3 clusters Score -3882720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3882718.500000 Penalty: 5206.447754
	Iteration 62Q: 3 clusters Score -3882718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3882731.000000 Penalty: 5206.447754
	Iteration 63Q: 3 clusters Score -3882731 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3882741.250000 Penalty: 5206.447754
	Iteration 64Q: 3 clusters Score -3882741 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3882740.500000 Penalty: 5206.447754
	Iteration 65Q: 3 clusters Score -3882740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3882750.500000 Penalty: 5206.447754
	Iteration 66Q: 3 clusters Score -3882750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3882751.500000 Penalty: 5206.447754
	Iteration 67Q: 3 clusters Score -3882752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3882759.000000 Penalty: 5206.447754
	Iteration 68Q: 3 clusters Score -3882759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3882760.500000 Penalty: 5206.447754
	Iteration 69Q: 3 clusters Score -3882760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3882761.750000 Penalty: 5206.447754
	Iteration 70Q: 3 clusters Score -3882762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -3882764.750000 Penalty: 5206.447754
	Iteration 71Q: 3 clusters Score -3882765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -3882773.750000 Penalty: 5206.447754
	Iteration 72Q: 3 clusters Score -3882774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3882776.000000 Penalty: 5206.447754
	Iteration 73Q: 3 clusters Score -3882776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -3882776.750000 Penalty: 5206.447754
	Iteration 74Q: 3 clusters Score -3882777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -3882776.500000 Penalty: 5206.447754
	Iteration 75Q: 3 clusters Score -3882776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3882777.000000 Penalty: 5206.447754
	Iteration 76Q: 3 clusters Score -3882777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -3882779.500000 Penalty: 5206.447754
	Iteration 77Q: 3 clusters Score -3882780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -3882777.750000 Penalty: 5206.447754
	Iteration 78Q: 3 clusters Score -3882778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3882781.000000 Penalty: 5206.447754
	Iteration 79Q: 3 clusters Score -3882781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3882778.750000 Penalty: 5206.447754
	Iteration 80F: 3 clusters Score -3882779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -3882781.250000 Penalty: 5206.447754
	Iteration 81Q: 3 clusters Score -3882781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3882776.750000 Penalty: 5206.447754
	Iteration 82Q: 3 clusters Score -3882777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -3882779.250000 Penalty: 5206.447754
	Iteration 83Q: 3 clusters Score -3882779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3882780.750000 Penalty: 5206.447754
	Iteration 84Q: 3 clusters Score -3882781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -3882783.750000 Penalty: 5206.447754
	Iteration 85Q: 3 clusters Score -3882784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3882784.000000 Penalty: 5206.447754
	Iteration 86Q: 3 clusters Score -3882784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3882780.250000 Penalty: 5206.447754
	Iteration 87Q: 3 clusters Score -3882780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3882780.250000 Penalty: 5206.447754
	Iteration 88F: 3 clusters Score -3882780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 41827 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 47685 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 19499 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253784 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 155832 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21265 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177348 members 
Mstep: Class 27 contains 23150 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175149 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 4572 members 
Mstep: Class 34 contains 87409 members 
Mstep: Class 35 contains 132721 members 
Mstep: Class 36 contains 17708 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80579 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 52853 members 
Mstep: Class 42 contains 31630 members 
Entering Unmasked Estep 
Score: -225981872.000000 Penalty: 151190.640625
Splitting cluster 33 changes total score from -225982736.000000 to -225981872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (87409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Entering Unmasked Estep 
Score: -9947802.000000 Penalty: 2821.831543
	Iteration 0F: 2 clusters Score -9947802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -9889212.000000 Penalty: 5643.663086
	Iteration 0F: 3 clusters Score -9889212 nChanged 41300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -9912491.000000 Penalty: 5643.663086
	Iteration 1F: 3 clusters Score -9912491 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -9913563.000000 Penalty: 5643.663086
	Iteration 2Q: 3 clusters Score -9913563 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -9915025.000000 Penalty: 5643.663086
	Iteration 3Q: 3 clusters Score -9915025 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -9917196.000000 Penalty: 5643.663086
	Iteration 4F: 3 clusters Score -9917196 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -9920228.000000 Penalty: 5643.663086
	Iteration 5F: 3 clusters Score -9920228 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -9924501.000000 Penalty: 5643.663086
	Iteration 6F: 3 clusters Score -9924501 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -9929951.000000 Penalty: 5643.663086
	Iteration 7F: 3 clusters Score -9929951 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -9935834.000000 Penalty: 5643.663086
	Iteration 8F: 3 clusters Score -9935834 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -9940589.000000 Penalty: 5643.663086
	Iteration 9F: 3 clusters Score -9940589 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9943391.000000 Penalty: 5643.663086
	Iteration 10Q: 3 clusters Score -9943391 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9944568.000000 Penalty: 5643.663086
	Iteration 11Q: 3 clusters Score -9944568 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9945025.000000 Penalty: 5643.663086
	Iteration 12Q: 3 clusters Score -9945025 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9945247.000000 Penalty: 5643.663086
	Iteration 13Q: 3 clusters Score -9945247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86964 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9945330.000000 Penalty: 5643.663086
	Iteration 14Q: 3 clusters Score -9945330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9945381.000000 Penalty: 5643.663086
	Iteration 15Q: 3 clusters Score -9945381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9945386.000000 Penalty: 5643.663086
	Iteration 16Q: 3 clusters Score -9945386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9945404.000000 Penalty: 5643.663086
	Iteration 17Q: 3 clusters Score -9945404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9945415.000000 Penalty: 5643.663086
	Iteration 18Q: 3 clusters Score -9945415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9945425.000000 Penalty: 5643.663086
	Iteration 19Q: 3 clusters Score -9945425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9945432.000000 Penalty: 5643.663086
	Iteration 20F: 3 clusters Score -9945432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9945443.000000 Penalty: 5643.663086
	Iteration 21Q: 3 clusters Score -9945443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9945446.000000 Penalty: 5643.663086
	Iteration 22Q: 3 clusters Score -9945446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9945444.000000 Penalty: 5643.663086
	Iteration 23Q: 3 clusters Score -9945444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9945445.000000 Penalty: 5643.663086
	Iteration 24Q: 3 clusters Score -9945445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9945447.000000 Penalty: 5643.663086
	Iteration 25Q: 3 clusters Score -9945447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9945450.000000 Penalty: 5643.663086
	Iteration 26Q: 3 clusters Score -9945450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9945452.000000 Penalty: 5643.663086
	Iteration 27Q: 3 clusters Score -9945452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9945452.000000 Penalty: 5643.663086
	Iteration 28F: 3 clusters Score -9945452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (132721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132721 members 
Entering Unmasked Estep 
Score: -15458632.000000 Penalty: 2925.409180
	Iteration 0F: 2 clusters Score -1.545863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66523 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -15369989.000000 Penalty: 5850.818359
	Iteration 0F: 3 clusters Score -1.536999e+07 nChanged 63163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -15406158.000000 Penalty: 5850.818359
	Iteration 1F: 3 clusters Score -1.540616e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -15407338.000000 Penalty: 5850.818359
	Iteration 2Q: 3 clusters Score -1.540734e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -15409317.000000 Penalty: 5850.818359
	Iteration 3Q: 3 clusters Score -1.540932e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80089 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -15412635.000000 Penalty: 5850.818359
	Iteration 4F: 3 clusters Score -1.541264e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -15418183.000000 Penalty: 5850.818359
	Iteration 5F: 3 clusters Score -1.541818e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -15426245.000000 Penalty: 5850.818359
	Iteration 6F: 3 clusters Score -1.542624e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106776 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -15434411.000000 Penalty: 5850.818359
	Iteration 7F: 3 clusters Score -1.543441e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -15441644.000000 Penalty: 5850.818359
	Iteration 8F: 3 clusters Score -1.544164e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121828 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -15447416.000000 Penalty: 5850.818359
	Iteration 9F: 3 clusters Score -1.544742e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126348 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -15451635.000000 Penalty: 5850.818359
	Iteration 10Q: 3 clusters Score -1.545164e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -15454040.000000 Penalty: 5850.818359
	Iteration 11Q: 3 clusters Score -1.545404e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130200 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -15455361.000000 Penalty: 5850.818359
	Iteration 12Q: 3 clusters Score -1.545536e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -15456012.000000 Penalty: 5850.818359
	Iteration 13Q: 3 clusters Score -1.545601e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130791 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -15456402.000000 Penalty: 5850.818359
	Iteration 14Q: 3 clusters Score -1.54564e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130833 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -15456667.000000 Penalty: 5850.818359
	Iteration 15Q: 3 clusters Score -1.545667e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130841 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -15456787.000000 Penalty: 5850.818359
	Iteration 16Q: 3 clusters Score -1.545679e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130839 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -15456877.000000 Penalty: 5850.818359
	Iteration 17Q: 3 clusters Score -1.545688e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130856 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -15456940.000000 Penalty: 5850.818359
	Iteration 18Q: 3 clusters Score -1.545694e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15456996.000000 Penalty: 5850.818359
	Iteration 19Q: 3 clusters Score -1.5457e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -15456999.000000 Penalty: 5850.818359
	Iteration 20F: 3 clusters Score -1.5457e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15457017.000000 Penalty: 5850.818359
	Iteration 21Q: 3 clusters Score -1.545702e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130854 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -15457043.000000 Penalty: 5850.818359
	Iteration 22Q: 3 clusters Score -1.545704e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130842 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -15457074.000000 Penalty: 5850.818359
	Iteration 23Q: 3 clusters Score -1.545707e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130846 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -15457047.000000 Penalty: 5850.818359
	Iteration 24Q: 3 clusters Score -1.545705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130849 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -15457079.000000 Penalty: 5850.818359
	Iteration 25Q: 3 clusters Score -1.545708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130852 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -15457076.000000 Penalty: 5850.818359
	Iteration 26Q: 3 clusters Score -1.545708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -15457082.000000 Penalty: 5850.818359
	Iteration 27Q: 3 clusters Score -1.545708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130862 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -15457090.000000 Penalty: 5850.818359
	Iteration 28Q: 3 clusters Score -1.545709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130864 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -15457089.000000 Penalty: 5850.818359
	Iteration 29Q: 3 clusters Score -1.545709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130866 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -15457091.000000 Penalty: 5850.818359
	Iteration 30Q: 3 clusters Score -1.545709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15457091.000000 Penalty: 5850.818359
	Iteration 31Q: 3 clusters Score -1.545709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130867 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -15457097.000000 Penalty: 5850.818359
	Iteration 32Q: 3 clusters Score -1.54571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -15457110.000000 Penalty: 5850.818359
	Iteration 33Q: 3 clusters Score -1.545711e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130863 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -15457104.000000 Penalty: 5850.818359
	Iteration 34Q: 3 clusters Score -1.54571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -15457100.000000 Penalty: 5850.818359
	Iteration 35Q: 3 clusters Score -1.54571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15457095.000000 Penalty: 5850.818359
	Iteration 36Q: 3 clusters Score -1.54571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130860 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15457095.000000 Penalty: 5850.818359
	Iteration 37F: 3 clusters Score -1.54571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -1840243.125000 Penalty: 2425.879395
	Iteration 0F: 2 clusters Score -1840243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1827619.000000 Penalty: 4851.758789
	Iteration 0F: 3 clusters Score -1827619 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1832004.500000 Penalty: 4851.758789
	Iteration 1F: 3 clusters Score -1832004 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1832673.875000 Penalty: 4851.758789
	Iteration 2F: 3 clusters Score -1832674 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1833377.750000 Penalty: 4851.758789
	Iteration 3F: 3 clusters Score -1833378 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1834087.875000 Penalty: 4851.758789
	Iteration 4F: 3 clusters Score -1834088 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1834666.750000 Penalty: 4851.758789
	Iteration 5F: 3 clusters Score -1834667 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1835116.625000 Penalty: 4851.758789
	Iteration 6F: 3 clusters Score -1835117 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1835470.000000 Penalty: 4851.758789
	Iteration 7Q: 3 clusters Score -1835470 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1835731.125000 Penalty: 4851.758789
	Iteration 8Q: 3 clusters Score -1835731 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1835988.875000 Penalty: 4851.758789
	Iteration 9Q: 3 clusters Score -1835989 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1836193.125000 Penalty: 4851.758789
	Iteration 10Q: 3 clusters Score -1836193 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1836497 nChanged 311
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Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7523 members 
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Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 7531 members 
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	Iteration 15Q: 3 clusters Score -1836714 nChanged 178
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Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1836748 nChanged 154
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 7591 members 
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	Iteration 17Q: 3 clusters Score -1836785 nChanged 133
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Mstep: Class 1 contains 10090 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1836815 nChanged 115
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Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1836834 nChanged 122
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Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1836860 nChanged 117
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Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1836877 nChanged 91
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Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1836887 nChanged 67
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Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1836897 nChanged 67
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Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1836908 nChanged 57
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Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1836911 nChanged 65
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Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1836918 nChanged 59
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Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1836933 nChanged 49
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Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1836935 nChanged 42
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Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1836934 nChanged 40
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Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1836940 nChanged 37
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Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1836949 nChanged 42
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Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1836958 nChanged 51
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1836957 nChanged 57
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Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1836971 nChanged 48
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Mstep: Class 1 contains 9854 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1836977 nChanged 40
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Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1836986 nChanged 33
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Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1836984 nChanged 31
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Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1836986 nChanged 30
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Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1836986 nChanged 23
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Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1836995 nChanged 22
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Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1836995 nChanged 16
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Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1836997 nChanged 15
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Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1836997 nChanged 15
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Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1837003 nChanged 17
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Mstep: Class 1 contains 9740 members 
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	Iteration 45Q: 3 clusters Score -1837006 nChanged 17
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Mstep: Class 1 contains 9735 members 
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	Iteration 46Q: 3 clusters Score -1837001 nChanged 19
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Mstep: Class 1 contains 9726 members 
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	Iteration 47Q: 3 clusters Score -1837004 nChanged 17
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Mstep: Class 1 contains 9715 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1837007 nChanged 13
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Mstep: Class 1 contains 9710 members 
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	Iteration 49Q: 3 clusters Score -1837012 nChanged 11
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Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1837009 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1837012 nChanged 14
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Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1837011 nChanged 17
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Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 8031 members 
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	Iteration 53Q: 3 clusters Score -1837009 nChanged 15
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Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1837014 nChanged 19
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Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1837017 nChanged 14
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Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1837018 nChanged 7
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Mstep: Class 1 contains 9642 members 
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	Iteration 57Q: 3 clusters Score -1837015 nChanged 9
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Mstep: Class 1 contains 9643 members 
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	Iteration 58Q: 3 clusters Score -1837017 nChanged 12
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Mstep: Class 1 contains 9641 members 
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	Iteration 59Q: 3 clusters Score -1837021 nChanged 16
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Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8079 members 
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	Iteration 60F: 3 clusters Score -1837022 nChanged 16
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Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8087 members 
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	Iteration 61Q: 3 clusters Score -1837021 nChanged 16
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Mstep: Class 1 contains 9617 members 
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	Iteration 62Q: 3 clusters Score -1837021 nChanged 15
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Mstep: Class 1 contains 9610 members 
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	Iteration 63Q: 3 clusters Score -1837024 nChanged 13
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Mstep: Class 1 contains 9599 members 
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	Iteration 64Q: 3 clusters Score -1837029 nChanged 15
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Mstep: Class 1 contains 9592 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1837034 nChanged 14
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Mstep: Class 1 contains 9586 members 
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	Iteration 66Q: 3 clusters Score -1837035 nChanged 16
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Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1837035 nChanged 22
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Mstep: Class 1 contains 9550 members 
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	Iteration 68Q: 3 clusters Score -1837036 nChanged 17
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Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8173 members 
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	Iteration 69Q: 3 clusters Score -1837039 nChanged 14
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Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1837034 nChanged 18
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Mstep: Class 1 contains 9519 members 
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	Iteration 71Q: 3 clusters Score -1837038 nChanged 18
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Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1837040 nChanged 19
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Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8210 members 
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	Iteration 73Q: 3 clusters Score -1837044 nChanged 18
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Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8220 members 
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	Iteration 74Q: 3 clusters Score -1837047 nChanged 20
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Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1837039 nChanged 16
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Mstep: Class 1 contains 9462 members 
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	Iteration 76Q: 3 clusters Score -1837041 nChanged 23
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Mstep: Class 1 contains 9441 members 
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	Iteration 77Q: 3 clusters Score -1837048 nChanged 32
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Mstep: Class 1 contains 9413 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1837053 nChanged 31
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Mstep: Class 1 contains 9388 members 
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	Iteration 79Q: 3 clusters Score -1837056 nChanged 21
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Mstep: Class 1 contains 9371 members 
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	Iteration 80F: 3 clusters Score -1837059 nChanged 19
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Mstep: Class 1 contains 9356 members 
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	Iteration 81Q: 3 clusters Score -1837060 nChanged 13
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Mstep: Class 1 contains 9347 members 
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	Iteration 82Q: 3 clusters Score -1837065 nChanged 11
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Mstep: Class 1 contains 9338 members 
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	Iteration 83Q: 3 clusters Score -1837062 nChanged 16
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Mstep: Class 1 contains 9326 members 
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	Iteration 84Q: 3 clusters Score -1837067 nChanged 24
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Mstep: Class 1 contains 9302 members 
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	Iteration 85Q: 3 clusters Score -1837068 nChanged 26
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Mstep: Class 1 contains 9278 members 
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	Iteration 86Q: 3 clusters Score -1837073 nChanged 23
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Mstep: Class 1 contains 9255 members 
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	Iteration 87Q: 3 clusters Score -1837078 nChanged 24
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Mstep: Class 1 contains 9235 members 
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	Iteration 88Q: 3 clusters Score -1837078 nChanged 34
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	Iteration 89Q: 3 clusters Score -1837080 nChanged 40
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Mstep: Class 1 contains 9171 members 
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	Iteration 90Q: 3 clusters Score -1837081 nChanged 26
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	Iteration 91Q: 3 clusters Score -1837090 nChanged 25
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Mstep: Class 1 contains 9122 members 
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	Iteration 92Q: 3 clusters Score -1837087 nChanged 31
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	Iteration 93Q: 3 clusters Score -1837090 nChanged 29
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Mstep: Class 1 contains 9068 members 
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	Iteration 94Q: 3 clusters Score -1837092 nChanged 42
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Mstep: Class 1 contains 9030 members 
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	Iteration 95Q: 3 clusters Score -1837095 nChanged 45
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Mstep: Class 1 contains 8991 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1837101 nChanged 53
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Mstep: Class 1 contains 8944 members 
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	Iteration 97Q: 3 clusters Score -1837107 nChanged 54
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Mstep: Class 1 contains 8894 members 
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	Iteration 98Q: 3 clusters Score -1837116 nChanged 67
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Mstep: Class 1 contains 8831 members 
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	Iteration 99Q: 3 clusters Score -1837132 nChanged 73
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Mstep: Class 1 contains 8764 members 
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Entering Unmasked Estep 
Score: -1837147.875000 Penalty: 4851.758789
	Iteration 100F: 3 clusters Score -1837148 nChanged 83
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Mstep: Class 1 contains 8683 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1837160 nChanged 85
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Mstep: Class 1 contains 8602 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1837173 nChanged 83
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Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1837300 nChanged 140
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Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1837324 nChanged 149
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Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1837362 nChanged 157
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Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1837394 nChanged 122
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Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1837424 nChanged 129
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Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1837453 nChanged 134
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Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1837525 nChanged 154
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Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1837560 nChanged 154
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Mstep: Class 1 contains 6998 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1837600 nChanged 151
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1837643 nChanged 154
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Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 11001 members 
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Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1837730 nChanged 157
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Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1837776 nChanged 159
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Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 11779 members 
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	Iteration 123Q: 3 clusters Score -1838005 nChanged 224
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Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1838133 nChanged 226
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Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1838247 nChanged 228
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1838350 nChanged 190
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Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1838431 nChanged 177
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Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 12670 members 
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	Iteration 128Q: 3 clusters Score -1838504 nChanged 166
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Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1838567 nChanged 158
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Mstep: Class 1 contains 4740 members 
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	Iteration 130Q: 3 clusters Score -1838631 nChanged 139
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Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 13095 members 
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	Iteration 131Q: 3 clusters Score -1838677 nChanged 128
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Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1838710 nChanged 121
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Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 13318 members 
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	Iteration 133Q: 3 clusters Score -1838754 nChanged 122
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Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1838795 nChanged 100
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Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1838813 nChanged 69
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Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1838832 nChanged 63
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Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 13638 members 
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	Iteration 137Q: 3 clusters Score -1838840 nChanged 59
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Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 13697 members 
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	Iteration 138Q: 3 clusters Score -1838859 nChanged 52
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Mstep: Class 1 contains 3961 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1838871 nChanged 44
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Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13791 members 
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	Iteration 140F: 3 clusters Score -1838882 nChanged 34
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Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1838894 nChanged 47
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Mstep: Class 1 contains 3838 members 
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	Iteration 142Q: 3 clusters Score -1838902 nChanged 39
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Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13909 members 
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	Iteration 143Q: 3 clusters Score -1838909 nChanged 35
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Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 13940 members 
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	Iteration 144Q: 3 clusters Score -1838923 nChanged 35
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Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1838918 nChanged 25
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Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1838925 nChanged 18
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Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1838925 nChanged 17
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Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1838930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1838929 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1838935 nChanged 9
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Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1838933 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1838939 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1838941 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1838942 nChanged 12
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Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1838938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1838940 nChanged 7
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Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1838940 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1838940 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1838943.250000 Penalty: 4851.758789
	Iteration 159Q: 3 clusters Score -1838943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1838945.875000 Penalty: 4851.758789
	Iteration 160F: 3 clusters Score -1838946 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1838945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1838944 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1838946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1838948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1838944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1838944 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1838946 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1838949 nChanged 6
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Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1838947 nChanged 7
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Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1838949 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1838954 nChanged 14
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Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1838956 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1838959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1838956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1838955 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1838955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1838960 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1838962.875000 Penalty: 4851.758789
	Iteration 178Q: 3 clusters Score -1838963 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1838965 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1838961 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1838960 nChanged 3
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Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1838962 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1838961 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1838961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1838964 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1838964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1838963 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1838964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1838966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1838963.875000 Penalty: 4851.758789
	Iteration 190Q: 3 clusters Score -1838964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1838963.250000 Penalty: 4851.758789
	Iteration 191Q: 3 clusters Score -1838963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1838967.000000 Penalty: 4851.758789
	Iteration 192Q: 3 clusters Score -1838967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1838965 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1838964 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3416 members 
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Entering Unmasked Estep 
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	Iteration 195F: 3 clusters Score -1838964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -96459.664062 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -96459.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -94602.187500 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -94602.19 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95006.554688 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -95006.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95216.671875 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -95216.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95400.882812 Penalty: 3393.441406
	Iteration 3F: 3 clusters Score -95400.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -95567.671875 Penalty: 3393.441406
	Iteration 4F: 3 clusters Score -95567.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -95751.820312 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -95751.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95990.953125 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -95990.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96361.726562 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -96361.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -96560.812500 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -96560.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96596.257812 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -96596.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96620.812500 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -96620.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96644.398438 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -96644.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -96668.992188 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -96668.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96724.734375 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -96724.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -96905.210938 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -96905.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -97012.570312 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -97012.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -97016.921875 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -97016.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -97017.703125 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -97017.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97018.929688 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -97018.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -97020.226562 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -97020.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -97020.226562 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -97020.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 41827 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 47685 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 19499 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253784 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 155832 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21265 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177348 members 
Mstep: Class 27 contains 23150 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175149 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 36202 members 
Mstep: Class 34 contains 87409 members 
Mstep: Class 35 contains 132721 members 
Mstep: Class 36 contains 17708 members 
Mstep: Class 37 contains 414 members 
Mstep: Class 38 contains 80579 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 52853 members 
Mstep: Class 42 contains 522 members 
Entering Unmasked Estep 
Score: -225981840.000000 Penalty: 151190.640625
Splitting cluster 37 changes total score from -225982736.000000 to -225981840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (80579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80579 members 
Entering Unmasked Estep 
Score: -9422294.000000 Penalty: 2801.654297
	Iteration 0F: 2 clusters Score -9422294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -9368368.000000 Penalty: 5603.308594
	Iteration 0F: 3 clusters Score -9368368 nChanged 37881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -9390292.000000 Penalty: 5603.308594
	Iteration 1F: 3 clusters Score -9390292 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -9391393.000000 Penalty: 5603.308594
	Iteration 2Q: 3 clusters Score -9391393 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -9392851.000000 Penalty: 5603.308594
	Iteration 3Q: 3 clusters Score -9392851 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -9394897.000000 Penalty: 5603.308594
	Iteration 4F: 3 clusters Score -9394897 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -9397987.000000 Penalty: 5603.308594
	Iteration 5F: 3 clusters Score -9397987 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -9402704.000000 Penalty: 5603.308594
	Iteration 6F: 3 clusters Score -9402704 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -9408357.000000 Penalty: 5603.308594
	Iteration 7F: 3 clusters Score -9408357 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -9413714.000000 Penalty: 5603.308594
	Iteration 8F: 3 clusters Score -9413714 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -9417124.000000 Penalty: 5603.308594
	Iteration 9Q: 3 clusters Score -9417124 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 78975 members 
Entering Unmasked Estep 
Score: -9418748.000000 Penalty: 5603.308594
	Iteration 10Q: 3 clusters Score -9418748 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -9419431.000000 Penalty: 5603.308594
	Iteration 11Q: 3 clusters Score -9419431 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -9419730.000000 Penalty: 5603.308594
	Iteration 12Q: 3 clusters Score -9419730 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 80162 members 
Entering Unmasked Estep 
Score: -9419844.000000 Penalty: 5603.308594
	Iteration 13Q: 3 clusters Score -9419844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -9419879.000000 Penalty: 5603.308594
	Iteration 14Q: 3 clusters Score -9419879 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -9419916.000000 Penalty: 5603.308594
	Iteration 15Q: 3 clusters Score -9419916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -9419928.000000 Penalty: 5603.308594
	Iteration 16Q: 3 clusters Score -9419928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -9419937.000000 Penalty: 5603.308594
	Iteration 17Q: 3 clusters Score -9419937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -9419963.000000 Penalty: 5603.308594
	Iteration 18Q: 3 clusters Score -9419963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -9419968.000000 Penalty: 5603.308594
	Iteration 19Q: 3 clusters Score -9419968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80261 members 
Entering Unmasked Estep 
Score: -9419967.000000 Penalty: 5603.308594
	Iteration 20F: 3 clusters Score -9419967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -9419979.000000 Penalty: 5603.308594
	Iteration 21Q: 3 clusters Score -9419979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -9419986.000000 Penalty: 5603.308594
	Iteration 22Q: 3 clusters Score -9419986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -9419987.000000 Penalty: 5603.308594
	Iteration 23Q: 3 clusters Score -9419987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -9419985.000000 Penalty: 5603.308594
	Iteration 24Q: 3 clusters Score -9419985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -9419998.000000 Penalty: 5603.308594
	Iteration 25Q: 3 clusters Score -9419998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -9420002.000000 Penalty: 5603.308594
	Iteration 26Q: 3 clusters Score -9420002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 80268 members 
Entering Unmasked Estep 
Score: -9420005.000000 Penalty: 5603.308594
	Iteration 27Q: 3 clusters Score -9420005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -9420008.000000 Penalty: 5603.308594
	Iteration 28Q: 3 clusters Score -9420008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -9420011.000000 Penalty: 5603.308594
	Iteration 29Q: 3 clusters Score -9420011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -9420011.000000 Penalty: 5603.308594
	Iteration 30F: 3 clusters Score -9420011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -167103.687500 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -167103.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -164777.375000 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -164777.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165150.843750 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -165150.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165258.328125 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -165258.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165318.218750 Penalty: 3642.339355
	Iteration 3Q: 3 clusters Score -165318.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -165362.796875 Penalty: 3642.339355
	Iteration 4Q: 3 clusters Score -165362.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -165394.906250 Penalty: 3642.339355
	Iteration 5Q: 3 clusters Score -165394.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -165428.390625 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -165428.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -165463.203125 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -165463.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -165490.500000 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -165490.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -165513.437500 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -165513.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165531.296875 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -165531.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165544.796875 Penalty: 3642.339355
	Iteration 11Q: 3 clusters Score -165544.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -165554.000000 Penalty: 3642.339355
	Iteration 12Q: 3 clusters Score -165554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165558.921875 Penalty: 3642.339355
	Iteration 13Q: 3 clusters Score -165558.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -165562.062500 Penalty: 3642.339355
	Iteration 14Q: 3 clusters Score -165562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -165564.531250 Penalty: 3642.339355
	Iteration 15Q: 3 clusters Score -165564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -165567.953125 Penalty: 3642.339355
	Iteration 16Q: 3 clusters Score -165568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -165568.406250 Penalty: 3642.339355
	Iteration 17Q: 3 clusters Score -165568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165569.375000 Penalty: 3642.339355
	Iteration 18Q: 3 clusters Score -165569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -165569.890625 Penalty: 3642.339355
	Iteration 19Q: 3 clusters Score -165569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -165569.890625 Penalty: 3642.339355
	Iteration 20F: 3 clusters Score -165569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -62468.535156 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -62468.54 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 330 members 
Entering Unmasked Estep 
Score: -60877.742188 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -60877.74 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61234.691406 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -61234.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61807.226562 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -61807.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61963.257812 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -61963.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62108.609375 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -62108.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62206.894531 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -62206.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -62262.832031 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -62262.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -62294.359375 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -62294.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -62324.699219 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -62324.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -62349.023438 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -62349.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62384.011719 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -62384.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -62401.597656 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -62401.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62403.582031 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -62403.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -62407.859375 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -62407.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -62409.679688 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -62409.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -62409.679688 Penalty: 3197.863525
	Iteration 15F: 3 clusters Score -62409.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179579 members 
Mstep: Class 2 contains 6297 members 
Mstep: Class 3 contains 41827 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 47685 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 19499 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253784 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 155832 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 40744 members 
Mstep: Class 15 contains 16910 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21265 members 
Mstep: Class 18 contains 16443 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59999 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 13614 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177348 members 
Mstep: Class 27 contains 23150 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 191893 members 
Mstep: Class 31 contains 175149 members 
Mstep: Class 32 contains 17390 members 
Mstep: Class 33 contains 36202 members 
Mstep: Class 34 contains 87409 members 
Mstep: Class 35 contains 132721 members 
Mstep: Class 36 contains 17708 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80579 members 
Mstep: Class 39 contains 1546 members 
Mstep: Class 40 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986096.000000 Penalty: 147590.875000
Iteration 199Q: 42 clusters Score -2.259861e+08 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 180604 members 
Mstep: Class 2 contains 6288 members 
Mstep: Class 3 contains 43749 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 47908 members 
Mstep: Class 6 contains 22371 members 
Mstep: Class 7 contains 19479 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253721 members 
Mstep: Class 10 contains 5352 members 
Mstep: Class 11 contains 154478 members 
Mstep: Class 12 contains 22839 members 
Mstep: Class 13 contains 33104 members 
Mstep: Class 14 contains 40457 members 
Mstep: Class 15 contains 16894 members 
Mstep: Class 16 contains 9229 members 
Mstep: Class 17 contains 21267 members 
Mstep: Class 18 contains 16447 members 
Mstep: Class 19 contains 14998 members 
Mstep: Class 20 contains 59795 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7881 members 
Mstep: Class 24 contains 13738 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177352 members 
Mstep: Class 27 contains 23153 members 
Mstep: Class 28 contains 6695 members 
Mstep: Class 29 contains 3907 members 
Mstep: Class 30 contains 192101 members 
Mstep: Class 31 contains 174977 members 
Mstep: Class 32 contains 17391 members 
Mstep: Class 33 contains 36205 members 
Mstep: Class 34 contains 87362 members 
Mstep: Class 35 contains 132666 members 
Mstep: Class 36 contains 17713 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80649 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 51527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987200.000000 Penalty: 147590.875000
Iteration 200F: 42 clusters Score -2.259872e+08 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179863 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 45028 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 47918 members 
Mstep: Class 6 contains 22347 members 
Mstep: Class 7 contains 19450 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253696 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 153429 members 
Mstep: Class 12 contains 22840 members 
Mstep: Class 13 contains 33098 members 
Mstep: Class 14 contains 40246 members 
Mstep: Class 15 contains 16895 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 21270 members 
Mstep: Class 18 contains 16455 members 
Mstep: Class 19 contains 15003 members 
Mstep: Class 20 contains 59652 members 
Mstep: Class 21 contains 1457 members 
Mstep: Class 22 contains 9239 members 
Mstep: Class 23 contains 7890 members 
Mstep: Class 24 contains 13751 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177367 members 
Mstep: Class 27 contains 23155 members 
Mstep: Class 28 contains 6697 members 
Mstep: Class 29 contains 3908 members 
Mstep: Class 30 contains 192081 members 
Mstep: Class 31 contains 174894 members 
Mstep: Class 32 contains 17365 members 
Mstep: Class 33 contains 36209 members 
Mstep: Class 34 contains 87315 members 
Mstep: Class 35 contains 132617 members 
Mstep: Class 36 contains 17726 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80732 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 52548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987232.000000 Penalty: 147590.875000
Iteration 201Q: 42 clusters Score -2.259872e+08 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 179318 members 
Mstep: Class 2 contains 6283 members 
Mstep: Class 3 contains 46218 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 47890 members 
Mstep: Class 6 contains 22315 members 
Mstep: Class 7 contains 19429 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253687 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 152483 members 
Mstep: Class 12 contains 22836 members 
Mstep: Class 13 contains 33093 members 
Mstep: Class 14 contains 40068 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 9236 members 
Mstep: Class 17 contains 21272 members 
Mstep: Class 18 contains 16456 members 
Mstep: Class 19 contains 15006 members 
Mstep: Class 20 contains 59531 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7892 members 
Mstep: Class 24 contains 13772 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177369 members 
Mstep: Class 27 contains 23156 members 
Mstep: Class 28 contains 6699 members 
Mstep: Class 29 contains 3910 members 
Mstep: Class 30 contains 191977 members 
Mstep: Class 31 contains 174808 members 
Mstep: Class 32 contains 17325 members 
Mstep: Class 33 contains 36221 members 
Mstep: Class 34 contains 87271 members 
Mstep: Class 35 contains 132581 members 
Mstep: Class 36 contains 17744 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80841 members 
Mstep: Class 39 contains 1544 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 53388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987424.000000 Penalty: 147590.875000
Iteration 202Q: 42 clusters Score -2.259874e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178923 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 47213 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 5 contains 47825 members 
Mstep: Class 6 contains 22283 members 
Mstep: Class 7 contains 19403 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253679 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 151621 members 
Mstep: Class 12 contains 22837 members 
Mstep: Class 13 contains 33077 members 
Mstep: Class 14 contains 39971 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 9234 members 
Mstep: Class 17 contains 21277 members 
Mstep: Class 18 contains 16462 members 
Mstep: Class 19 contains 15006 members 
Mstep: Class 20 contains 59437 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7896 members 
Mstep: Class 24 contains 13779 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177373 members 
Mstep: Class 27 contains 23162 members 
Mstep: Class 28 contains 6699 members 
Mstep: Class 29 contains 3915 members 
Mstep: Class 30 contains 191832 members 
Mstep: Class 31 contains 174786 members 
Mstep: Class 32 contains 17284 members 
Mstep: Class 33 contains 36233 members 
Mstep: Class 34 contains 87222 members 
Mstep: Class 35 contains 132566 members 
Mstep: Class 36 contains 17749 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 80939 members 
Mstep: Class 39 contains 1545 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 54105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987552.000000 Penalty: 147590.875000
Iteration 203Q: 42 clusters Score -2.259876e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178705 members 
Mstep: Class 2 contains 6279 members 
Mstep: Class 3 contains 48087 members 
Mstep: Class 4 contains 5691 members 
Mstep: Class 5 contains 47794 members 
Mstep: Class 6 contains 22253 members 
Mstep: Class 7 contains 19391 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253673 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 150843 members 
Mstep: Class 12 contains 22837 members 
Mstep: Class 13 contains 33077 members 
Mstep: Class 14 contains 39875 members 
Mstep: Class 15 contains 16884 members 
Mstep: Class 16 contains 9235 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 16470 members 
Mstep: Class 19 contains 14999 members 
Mstep: Class 20 contains 59384 members 
Mstep: Class 21 contains 1458 members 
Mstep: Class 22 contains 9238 members 
Mstep: Class 23 contains 7900 members 
Mstep: Class 24 contains 13773 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177386 members 
Mstep: Class 27 contains 23166 members 
Mstep: Class 28 contains 6700 members 
Mstep: Class 29 contains 3920 members 
Mstep: Class 30 contains 191629 members 
Mstep: Class 31 contains 174770 members 
Mstep: Class 32 contains 17230 members 
Mstep: Class 33 contains 36246 members 
Mstep: Class 34 contains 87168 members 
Mstep: Class 35 contains 132552 members 
Mstep: Class 36 contains 17751 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81037 members 
Mstep: Class 39 contains 1549 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 54662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987408.000000 Penalty: 147590.875000
Iteration 204Q: 42 clusters Score -2.259874e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178530 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 48823 members 
Mstep: Class 4 contains 5689 members 
Mstep: Class 5 contains 47756 members 
Mstep: Class 6 contains 22237 members 
Mstep: Class 7 contains 19377 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253682 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 150188 members 
Mstep: Class 12 contains 22835 members 
Mstep: Class 13 contains 33065 members 
Mstep: Class 14 contains 39809 members 
Mstep: Class 15 contains 16879 members 
Mstep: Class 16 contains 9231 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 16479 members 
Mstep: Class 19 contains 14996 members 
Mstep: Class 20 contains 59351 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 7901 members 
Mstep: Class 24 contains 13774 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177403 members 
Mstep: Class 27 contains 23175 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3927 members 
Mstep: Class 30 contains 191434 members 
Mstep: Class 31 contains 174794 members 
Mstep: Class 32 contains 17151 members 
Mstep: Class 33 contains 36244 members 
Mstep: Class 34 contains 87119 members 
Mstep: Class 35 contains 132531 members 
Mstep: Class 36 contains 17749 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81132 members 
Mstep: Class 39 contains 1549 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 55110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987488.000000 Penalty: 147590.875000
Iteration 205Q: 42 clusters Score -2.259875e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178435 members 
Mstep: Class 2 contains 6295 members 
Mstep: Class 3 contains 49491 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 47723 members 
Mstep: Class 6 contains 22210 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253688 members 
Mstep: Class 10 contains 5351 members 
Mstep: Class 11 contains 149537 members 
Mstep: Class 12 contains 22835 members 
Mstep: Class 13 contains 33050 members 
Mstep: Class 14 contains 39762 members 
Mstep: Class 15 contains 16875 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 16484 members 
Mstep: Class 19 contains 14994 members 
Mstep: Class 20 contains 59318 members 
Mstep: Class 21 contains 1455 members 
Mstep: Class 22 contains 9239 members 
Mstep: Class 23 contains 7903 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177435 members 
Mstep: Class 27 contains 23185 members 
Mstep: Class 28 contains 6705 members 
Mstep: Class 29 contains 3932 members 
Mstep: Class 30 contains 191244 members 
Mstep: Class 31 contains 174811 members 
Mstep: Class 32 contains 17075 members 
Mstep: Class 33 contains 36246 members 
Mstep: Class 34 contains 87074 members 
Mstep: Class 35 contains 132534 members 
Mstep: Class 36 contains 17752 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81219 members 
Mstep: Class 39 contains 1549 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 55487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987808.000000 Penalty: 147590.875000
Iteration 206Q: 42 clusters Score -2.259878e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 50074 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 47669 members 
Mstep: Class 6 contains 22190 members 
Mstep: Class 7 contains 19373 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253697 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 148939 members 
Mstep: Class 12 contains 22837 members 
Mstep: Class 13 contains 33059 members 
Mstep: Class 14 contains 39714 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 16486 members 
Mstep: Class 19 contains 14994 members 
Mstep: Class 20 contains 59314 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 9241 members 
Mstep: Class 23 contains 7901 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177449 members 
Mstep: Class 27 contains 23187 members 
Mstep: Class 28 contains 6705 members 
Mstep: Class 29 contains 3931 members 
Mstep: Class 30 contains 191059 members 
Mstep: Class 31 contains 174828 members 
Mstep: Class 32 contains 16994 members 
Mstep: Class 33 contains 36253 members 
Mstep: Class 34 contains 87025 members 
Mstep: Class 35 contains 132542 members 
Mstep: Class 36 contains 17759 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81307 members 
Mstep: Class 39 contains 1550 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 55821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987680.000000 Penalty: 147590.875000
Iteration 207Q: 42 clusters Score -2.259877e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178334 members 
Mstep: Class 2 contains 6310 members 
Mstep: Class 3 contains 50587 members 
Mstep: Class 4 contains 5693 members 
Mstep: Class 5 contains 47640 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 19376 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253710 members 
Mstep: Class 10 contains 5375 members 
Mstep: Class 11 contains 148370 members 
Mstep: Class 12 contains 22839 members 
Mstep: Class 13 contains 33066 members 
Mstep: Class 14 contains 39672 members 
Mstep: Class 15 contains 16875 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 21280 members 
Mstep: Class 18 contains 16490 members 
Mstep: Class 19 contains 14993 members 
Mstep: Class 20 contains 59332 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 9241 members 
Mstep: Class 23 contains 7906 members 
Mstep: Class 24 contains 13756 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177456 members 
Mstep: Class 27 contains 23191 members 
Mstep: Class 28 contains 6704 members 
Mstep: Class 29 contains 3932 members 
Mstep: Class 30 contains 190870 members 
Mstep: Class 31 contains 174863 members 
Mstep: Class 32 contains 16937 members 
Mstep: Class 33 contains 36252 members 
Mstep: Class 34 contains 86985 members 
Mstep: Class 35 contains 132548 members 
Mstep: Class 36 contains 17760 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81387 members 
Mstep: Class 39 contains 1550 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 56108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987472.000000 Penalty: 147590.875000
Iteration 208Q: 42 clusters Score -2.259875e+08 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 6319 members 
Mstep: Class 3 contains 50987 members 
Mstep: Class 4 contains 5693 members 
Mstep: Class 5 contains 47620 members 
Mstep: Class 6 contains 22119 members 
Mstep: Class 7 contains 19376 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253726 members 
Mstep: Class 10 contains 5392 members 
Mstep: Class 11 contains 147883 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 33074 members 
Mstep: Class 14 contains 39640 members 
Mstep: Class 15 contains 16879 members 
Mstep: Class 16 contains 9226 members 
Mstep: Class 17 contains 21286 members 
Mstep: Class 18 contains 16495 members 
Mstep: Class 19 contains 14992 members 
Mstep: Class 20 contains 59348 members 
Mstep: Class 21 contains 1454 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 7909 members 
Mstep: Class 24 contains 13752 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177463 members 
Mstep: Class 27 contains 23195 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 3932 members 
Mstep: Class 30 contains 190678 members 
Mstep: Class 31 contains 174887 members 
Mstep: Class 32 contains 16880 members 
Mstep: Class 33 contains 36244 members 
Mstep: Class 34 contains 86948 members 
Mstep: Class 35 contains 132575 members 
Mstep: Class 36 contains 17771 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81477 members 
Mstep: Class 39 contains 1550 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 56341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987808.000000 Penalty: 147590.875000
Iteration 209Q: 42 clusters Score -2.259878e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178329 members 
Mstep: Class 2 contains 6324 members 
Mstep: Class 3 contains 51343 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 47585 members 
Mstep: Class 6 contains 22078 members 
Mstep: Class 7 contains 19373 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253759 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 147420 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 33079 members 
Mstep: Class 14 contains 39621 members 
Mstep: Class 15 contains 16876 members 
Mstep: Class 16 contains 9225 members 
Mstep: Class 17 contains 21286 members 
Mstep: Class 18 contains 16501 members 
Mstep: Class 19 contains 14989 members 
Mstep: Class 20 contains 59368 members 
Mstep: Class 21 contains 1453 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 7908 members 
Mstep: Class 24 contains 13747 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177468 members 
Mstep: Class 27 contains 23197 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3933 members 
Mstep: Class 30 contains 190526 members 
Mstep: Class 31 contains 174944 members 
Mstep: Class 32 contains 16839 members 
Mstep: Class 33 contains 36247 members 
Mstep: Class 34 contains 86915 members 
Mstep: Class 35 contains 132594 members 
Mstep: Class 36 contains 17779 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81545 members 
Mstep: Class 39 contains 1550 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 56540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987600.000000 Penalty: 147590.875000
Iteration 210Q: 42 clusters Score -2.259876e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178342 members 
Mstep: Class 2 contains 6329 members 
Mstep: Class 3 contains 51640 members 
Mstep: Class 4 contains 5692 members 
Mstep: Class 5 contains 47572 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 19371 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253790 members 
Mstep: Class 10 contains 5406 members 
Mstep: Class 11 contains 146985 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 33084 members 
Mstep: Class 14 contains 39625 members 
Mstep: Class 15 contains 16877 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 21287 members 
Mstep: Class 18 contains 16501 members 
Mstep: Class 19 contains 14987 members 
Mstep: Class 20 contains 59397 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 7911 members 
Mstep: Class 24 contains 13747 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177476 members 
Mstep: Class 27 contains 23196 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 190371 members 
Mstep: Class 31 contains 174990 members 
Mstep: Class 32 contains 16786 members 
Mstep: Class 33 contains 36246 members 
Mstep: Class 34 contains 86887 members 
Mstep: Class 35 contains 132603 members 
Mstep: Class 36 contains 17789 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81623 members 
Mstep: Class 39 contains 1551 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 56701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987408.000000 Penalty: 147590.875000
Iteration 211Q: 42 clusters Score -2.259874e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178377 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 51911 members 
Mstep: Class 4 contains 5693 members 
Mstep: Class 5 contains 47547 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 19374 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253815 members 
Mstep: Class 10 contains 5407 members 
Mstep: Class 11 contains 146595 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 33091 members 
Mstep: Class 14 contains 39623 members 
Mstep: Class 15 contains 16872 members 
Mstep: Class 16 contains 9226 members 
Mstep: Class 17 contains 21290 members 
Mstep: Class 18 contains 16502 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 59421 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 7912 members 
Mstep: Class 24 contains 13749 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177482 members 
Mstep: Class 27 contains 23200 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3935 members 
Mstep: Class 30 contains 190236 members 
Mstep: Class 31 contains 175028 members 
Mstep: Class 32 contains 16742 members 
Mstep: Class 33 contains 36243 members 
Mstep: Class 34 contains 86853 members 
Mstep: Class 35 contains 132634 members 
Mstep: Class 36 contains 17790 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81689 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 56824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987344.000000 Penalty: 147590.875000
Iteration 212Q: 42 clusters Score -2.259873e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178427 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 52135 members 
Mstep: Class 4 contains 5698 members 
Mstep: Class 5 contains 47527 members 
Mstep: Class 6 contains 22032 members 
Mstep: Class 7 contains 19376 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253850 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 146259 members 
Mstep: Class 12 contains 22848 members 
Mstep: Class 13 contains 33096 members 
Mstep: Class 14 contains 39627 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 9226 members 
Mstep: Class 17 contains 21290 members 
Mstep: Class 18 contains 16502 members 
Mstep: Class 19 contains 14985 members 
Mstep: Class 20 contains 59439 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 7913 members 
Mstep: Class 24 contains 13739 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177487 members 
Mstep: Class 27 contains 23209 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 190122 members 
Mstep: Class 31 contains 175041 members 
Mstep: Class 32 contains 16708 members 
Mstep: Class 33 contains 36231 members 
Mstep: Class 34 contains 86814 members 
Mstep: Class 35 contains 132654 members 
Mstep: Class 36 contains 17799 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81748 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 56924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987312.000000 Penalty: 147590.875000
Iteration 213Q: 42 clusters Score -2.259873e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178475 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 52314 members 
Mstep: Class 4 contains 5696 members 
Mstep: Class 5 contains 47504 members 
Mstep: Class 6 contains 22018 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253871 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 145970 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 33095 members 
Mstep: Class 14 contains 39640 members 
Mstep: Class 15 contains 16863 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 21290 members 
Mstep: Class 18 contains 16504 members 
Mstep: Class 19 contains 14987 members 
Mstep: Class 20 contains 59456 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 13737 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177486 members 
Mstep: Class 27 contains 23212 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 190027 members 
Mstep: Class 31 contains 175056 members 
Mstep: Class 32 contains 16681 members 
Mstep: Class 33 contains 36225 members 
Mstep: Class 34 contains 86781 members 
Mstep: Class 35 contains 132677 members 
Mstep: Class 36 contains 17809 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81820 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 56998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225987216.000000 Penalty: 147590.875000
Iteration 214Q: 42 clusters Score -2.259872e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178493 members 
Mstep: Class 2 contains 6406 members 
Mstep: Class 3 contains 52478 members 
Mstep: Class 4 contains 5699 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 22000 members 
Mstep: Class 7 contains 19366 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253896 members 
Mstep: Class 10 contains 5409 members 
Mstep: Class 11 contains 145704 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 33100 members 
Mstep: Class 14 contains 39651 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9224 members 
Mstep: Class 17 contains 21293 members 
Mstep: Class 18 contains 16505 members 
Mstep: Class 19 contains 14989 members 
Mstep: Class 20 contains 59479 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9245 members 
Mstep: Class 23 contains 7917 members 
Mstep: Class 24 contains 13732 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177493 members 
Mstep: Class 27 contains 23217 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189944 members 
Mstep: Class 31 contains 175077 members 
Mstep: Class 32 contains 16650 members 
Mstep: Class 33 contains 36214 members 
Mstep: Class 34 contains 86754 members 
Mstep: Class 35 contains 132693 members 
Mstep: Class 36 contains 17813 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81874 members 
Mstep: Class 39 contains 1552 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986832.000000 Penalty: 147590.875000
Iteration 215Q: 42 clusters Score -2.259868e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178503 members 
Mstep: Class 2 contains 6434 members 
Mstep: Class 3 contains 52602 members 
Mstep: Class 4 contains 5702 members 
Mstep: Class 5 contains 47499 members 
Mstep: Class 6 contains 21982 members 
Mstep: Class 7 contains 19353 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253918 members 
Mstep: Class 10 contains 5412 members 
Mstep: Class 11 contains 145461 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 33105 members 
Mstep: Class 14 contains 39648 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 21292 members 
Mstep: Class 18 contains 16506 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 59500 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9245 members 
Mstep: Class 23 contains 7923 members 
Mstep: Class 24 contains 13727 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177495 members 
Mstep: Class 27 contains 23219 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189895 members 
Mstep: Class 31 contains 175090 members 
Mstep: Class 32 contains 16632 members 
Mstep: Class 33 contains 36212 members 
Mstep: Class 34 contains 86721 members 
Mstep: Class 35 contains 132706 members 
Mstep: Class 36 contains 17819 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81938 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986880.000000 Penalty: 147590.875000
Iteration 216Q: 42 clusters Score -2.259869e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178502 members 
Mstep: Class 2 contains 6459 members 
Mstep: Class 3 contains 52707 members 
Mstep: Class 4 contains 5707 members 
Mstep: Class 5 contains 47483 members 
Mstep: Class 6 contains 21977 members 
Mstep: Class 7 contains 19349 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253946 members 
Mstep: Class 10 contains 5416 members 
Mstep: Class 11 contains 145220 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 33108 members 
Mstep: Class 14 contains 39649 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9222 members 
Mstep: Class 17 contains 21291 members 
Mstep: Class 18 contains 16510 members 
Mstep: Class 19 contains 14988 members 
Mstep: Class 20 contains 59518 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 7928 members 
Mstep: Class 24 contains 13717 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177503 members 
Mstep: Class 27 contains 23220 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189862 members 
Mstep: Class 31 contains 175121 members 
Mstep: Class 32 contains 16620 members 
Mstep: Class 33 contains 36208 members 
Mstep: Class 34 contains 86689 members 
Mstep: Class 35 contains 132708 members 
Mstep: Class 36 contains 17819 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 81989 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986928.000000 Penalty: 147590.875000
Iteration 217Q: 42 clusters Score -2.259869e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178477 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 52808 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 47477 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 19342 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253967 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 145016 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 33114 members 
Mstep: Class 14 contains 39652 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 21290 members 
Mstep: Class 18 contains 16513 members 
Mstep: Class 19 contains 14986 members 
Mstep: Class 20 contains 59530 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 7930 members 
Mstep: Class 24 contains 13715 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177509 members 
Mstep: Class 27 contains 23223 members 
Mstep: Class 28 contains 6704 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189834 members 
Mstep: Class 31 contains 175131 members 
Mstep: Class 32 contains 16611 members 
Mstep: Class 33 contains 36203 members 
Mstep: Class 34 contains 86655 members 
Mstep: Class 35 contains 132715 members 
Mstep: Class 36 contains 17821 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82045 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986736.000000 Penalty: 147590.875000
Iteration 218Q: 42 clusters Score -2.259867e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178463 members 
Mstep: Class 2 contains 6502 members 
Mstep: Class 3 contains 52881 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 47454 members 
Mstep: Class 6 contains 21968 members 
Mstep: Class 7 contains 19336 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253968 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 144831 members 
Mstep: Class 12 contains 22846 members 
Mstep: Class 13 contains 33119 members 
Mstep: Class 14 contains 39659 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9223 members 
Mstep: Class 17 contains 21289 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 14987 members 
Mstep: Class 20 contains 59545 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9246 members 
Mstep: Class 23 contains 7937 members 
Mstep: Class 24 contains 13714 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177518 members 
Mstep: Class 27 contains 23224 members 
Mstep: Class 28 contains 6704 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189811 members 
Mstep: Class 31 contains 175138 members 
Mstep: Class 32 contains 16602 members 
Mstep: Class 33 contains 36201 members 
Mstep: Class 34 contains 86632 members 
Mstep: Class 35 contains 132718 members 
Mstep: Class 36 contains 17822 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82114 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986864.000000 Penalty: 147590.875000
Iteration 219Q: 42 clusters Score -2.259869e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178445 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 52964 members 
Mstep: Class 4 contains 5708 members 
Mstep: Class 5 contains 47439 members 
Mstep: Class 6 contains 21961 members 
Mstep: Class 7 contains 19327 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253968 members 
Mstep: Class 10 contains 5423 members 
Mstep: Class 11 contains 144645 members 
Mstep: Class 12 contains 22844 members 
Mstep: Class 13 contains 33123 members 
Mstep: Class 14 contains 39667 members 
Mstep: Class 15 contains 16856 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 21286 members 
Mstep: Class 18 contains 16516 members 
Mstep: Class 19 contains 14989 members 
Mstep: Class 20 contains 59560 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 13710 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177531 members 
Mstep: Class 27 contains 23227 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189788 members 
Mstep: Class 31 contains 175154 members 
Mstep: Class 32 contains 16593 members 
Mstep: Class 33 contains 36208 members 
Mstep: Class 34 contains 86610 members 
Mstep: Class 35 contains 132725 members 
Mstep: Class 36 contains 17834 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82164 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986848.000000 Penalty: 147590.875000
Iteration 220F: 42 clusters Score -2.259868e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178447 members 
Mstep: Class 2 contains 6551 members 
Mstep: Class 3 contains 53047 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 47431 members 
Mstep: Class 6 contains 21952 members 
Mstep: Class 7 contains 19312 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253979 members 
Mstep: Class 10 contains 5423 members 
Mstep: Class 11 contains 144474 members 
Mstep: Class 12 contains 22843 members 
Mstep: Class 13 contains 33126 members 
Mstep: Class 14 contains 39669 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 16517 members 
Mstep: Class 19 contains 14989 members 
Mstep: Class 20 contains 59569 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 13710 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177538 members 
Mstep: Class 27 contains 23230 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189758 members 
Mstep: Class 31 contains 175173 members 
Mstep: Class 32 contains 16586 members 
Mstep: Class 33 contains 36206 members 
Mstep: Class 34 contains 86586 members 
Mstep: Class 35 contains 132723 members 
Mstep: Class 36 contains 17843 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82209 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986784.000000 Penalty: 147590.875000
Iteration 221Q: 42 clusters Score -2.259868e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178467 members 
Mstep: Class 2 contains 6574 members 
Mstep: Class 3 contains 53130 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 47426 members 
Mstep: Class 6 contains 21944 members 
Mstep: Class 7 contains 19295 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 253989 members 
Mstep: Class 10 contains 5423 members 
Mstep: Class 11 contains 144316 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 33129 members 
Mstep: Class 14 contains 39671 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 21283 members 
Mstep: Class 18 contains 16518 members 
Mstep: Class 19 contains 14992 members 
Mstep: Class 20 contains 59577 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 13709 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177541 members 
Mstep: Class 27 contains 23236 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189715 members 
Mstep: Class 31 contains 175200 members 
Mstep: Class 32 contains 16579 members 
Mstep: Class 33 contains 36204 members 
Mstep: Class 34 contains 86565 members 
Mstep: Class 35 contains 132716 members 
Mstep: Class 36 contains 17848 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82248 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986864.000000 Penalty: 147590.875000
Iteration 222Q: 42 clusters Score -2.259869e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 6598 members 
Mstep: Class 3 contains 53196 members 
Mstep: Class 4 contains 5711 members 
Mstep: Class 5 contains 47418 members 
Mstep: Class 6 contains 21939 members 
Mstep: Class 7 contains 19283 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254003 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 11 contains 144188 members 
Mstep: Class 12 contains 22844 members 
Mstep: Class 13 contains 33130 members 
Mstep: Class 14 contains 39673 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 21282 members 
Mstep: Class 18 contains 16521 members 
Mstep: Class 19 contains 14992 members 
Mstep: Class 20 contains 59580 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 7943 members 
Mstep: Class 24 contains 13706 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177552 members 
Mstep: Class 27 contains 23241 members 
Mstep: Class 28 contains 6703 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189669 members 
Mstep: Class 31 contains 175231 members 
Mstep: Class 32 contains 16563 members 
Mstep: Class 33 contains 36206 members 
Mstep: Class 34 contains 86527 members 
Mstep: Class 35 contains 132710 members 
Mstep: Class 36 contains 17846 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82287 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986864.000000 Penalty: 147590.875000
Iteration 223Q: 42 clusters Score -2.259869e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 6612 members 
Mstep: Class 3 contains 53265 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 47410 members 
Mstep: Class 6 contains 21949 members 
Mstep: Class 7 contains 19273 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254024 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 144054 members 
Mstep: Class 12 contains 22845 members 
Mstep: Class 13 contains 33131 members 
Mstep: Class 14 contains 39661 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 21281 members 
Mstep: Class 18 contains 16524 members 
Mstep: Class 19 contains 14994 members 
Mstep: Class 20 contains 59588 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 13705 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177552 members 
Mstep: Class 27 contains 23243 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189611 members 
Mstep: Class 31 contains 175266 members 
Mstep: Class 32 contains 16544 members 
Mstep: Class 33 contains 36209 members 
Mstep: Class 34 contains 86501 members 
Mstep: Class 35 contains 132715 members 
Mstep: Class 36 contains 17844 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82320 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986576.000000 Penalty: 147590.875000
Iteration 224Q: 42 clusters Score -2.259866e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178542 members 
Mstep: Class 2 contains 6627 members 
Mstep: Class 3 contains 53338 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 47405 members 
Mstep: Class 6 contains 21959 members 
Mstep: Class 7 contains 19263 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254040 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 143903 members 
Mstep: Class 12 contains 22847 members 
Mstep: Class 13 contains 33131 members 
Mstep: Class 14 contains 39652 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 14994 members 
Mstep: Class 20 contains 59592 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 13700 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177550 members 
Mstep: Class 27 contains 23244 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189587 members 
Mstep: Class 31 contains 175292 members 
Mstep: Class 32 contains 16521 members 
Mstep: Class 33 contains 36214 members 
Mstep: Class 34 contains 86475 members 
Mstep: Class 35 contains 132727 members 
Mstep: Class 36 contains 17848 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82364 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986928.000000 Penalty: 147590.875000
Iteration 225Q: 42 clusters Score -2.259869e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178563 members 
Mstep: Class 2 contains 6651 members 
Mstep: Class 3 contains 53409 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 47393 members 
Mstep: Class 6 contains 21955 members 
Mstep: Class 7 contains 19255 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254051 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 143755 members 
Mstep: Class 12 contains 22849 members 
Mstep: Class 13 contains 33134 members 
Mstep: Class 14 contains 39649 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9222 members 
Mstep: Class 17 contains 21277 members 
Mstep: Class 18 contains 16523 members 
Mstep: Class 19 contains 14994 members 
Mstep: Class 20 contains 59592 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 7945 members 
Mstep: Class 24 contains 13698 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177554 members 
Mstep: Class 27 contains 23245 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189563 members 
Mstep: Class 31 contains 175325 members 
Mstep: Class 32 contains 16496 members 
Mstep: Class 33 contains 36219 members 
Mstep: Class 34 contains 86456 members 
Mstep: Class 35 contains 132737 members 
Mstep: Class 36 contains 17849 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82395 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986816.000000 Penalty: 147590.875000
Iteration 226Q: 42 clusters Score -2.259868e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178578 members 
Mstep: Class 2 contains 6666 members 
Mstep: Class 3 contains 53481 members 
Mstep: Class 4 contains 5710 members 
Mstep: Class 5 contains 47386 members 
Mstep: Class 6 contains 21959 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254081 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 143602 members 
Mstep: Class 12 contains 22849 members 
Mstep: Class 13 contains 33141 members 
Mstep: Class 14 contains 39644 members 
Mstep: Class 15 contains 16862 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 16524 members 
Mstep: Class 19 contains 14991 members 
Mstep: Class 20 contains 59592 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7946 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177552 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189537 members 
Mstep: Class 31 contains 175360 members 
Mstep: Class 32 contains 16460 members 
Mstep: Class 33 contains 36225 members 
Mstep: Class 34 contains 86430 members 
Mstep: Class 35 contains 132749 members 
Mstep: Class 36 contains 17849 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82436 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986624.000000 Penalty: 147590.875000
Iteration 227Q: 42 clusters Score -2.259866e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178576 members 
Mstep: Class 2 contains 6684 members 
Mstep: Class 3 contains 53550 members 
Mstep: Class 4 contains 5712 members 
Mstep: Class 5 contains 47378 members 
Mstep: Class 6 contains 21961 members 
Mstep: Class 7 contains 19238 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254113 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 143461 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33141 members 
Mstep: Class 14 contains 39642 members 
Mstep: Class 15 contains 16860 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 21274 members 
Mstep: Class 18 contains 16524 members 
Mstep: Class 19 contains 14989 members 
Mstep: Class 20 contains 59594 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7949 members 
Mstep: Class 24 contains 13694 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177551 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189522 members 
Mstep: Class 31 contains 175387 members 
Mstep: Class 32 contains 16435 members 
Mstep: Class 33 contains 36228 members 
Mstep: Class 34 contains 86409 members 
Mstep: Class 35 contains 132761 members 
Mstep: Class 36 contains 17852 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82471 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986752.000000 Penalty: 147590.875000
Iteration 228Q: 42 clusters Score -2.259868e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178587 members 
Mstep: Class 2 contains 6702 members 
Mstep: Class 3 contains 53615 members 
Mstep: Class 4 contains 5713 members 
Mstep: Class 5 contains 47384 members 
Mstep: Class 6 contains 21954 members 
Mstep: Class 7 contains 19229 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254144 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 143320 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33147 members 
Mstep: Class 14 contains 39643 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 9220 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 16525 members 
Mstep: Class 19 contains 14989 members 
Mstep: Class 20 contains 59594 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7951 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177544 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189488 members 
Mstep: Class 31 contains 175414 members 
Mstep: Class 32 contains 16408 members 
Mstep: Class 33 contains 36225 members 
Mstep: Class 34 contains 86387 members 
Mstep: Class 35 contains 132773 members 
Mstep: Class 36 contains 17854 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82507 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986704.000000 Penalty: 147590.875000
Iteration 229Q: 42 clusters Score -2.259867e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178593 members 
Mstep: Class 2 contains 6711 members 
Mstep: Class 3 contains 53689 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 47384 members 
Mstep: Class 6 contains 21946 members 
Mstep: Class 7 contains 19216 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254167 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 143201 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33153 members 
Mstep: Class 14 contains 39640 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 16 contains 9219 members 
Mstep: Class 17 contains 21277 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 59596 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7952 members 
Mstep: Class 24 contains 13696 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177539 members 
Mstep: Class 27 contains 23248 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189461 members 
Mstep: Class 31 contains 175462 members 
Mstep: Class 32 contains 16376 members 
Mstep: Class 33 contains 36229 members 
Mstep: Class 34 contains 86359 members 
Mstep: Class 35 contains 132775 members 
Mstep: Class 36 contains 17856 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82539 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986624.000000 Penalty: 147590.875000
Iteration 230Q: 42 clusters Score -2.259866e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178602 members 
Mstep: Class 2 contains 6723 members 
Mstep: Class 3 contains 53741 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 47395 members 
Mstep: Class 6 contains 21947 members 
Mstep: Class 7 contains 19207 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254189 members 
Mstep: Class 10 contains 5430 members 
Mstep: Class 11 contains 143072 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33158 members 
Mstep: Class 14 contains 39637 members 
Mstep: Class 15 contains 16856 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 21278 members 
Mstep: Class 18 contains 16536 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 59606 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177536 members 
Mstep: Class 27 contains 23247 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189423 members 
Mstep: Class 31 contains 175507 members 
Mstep: Class 32 contains 16348 members 
Mstep: Class 33 contains 36233 members 
Mstep: Class 34 contains 86324 members 
Mstep: Class 35 contains 132774 members 
Mstep: Class 36 contains 17862 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82577 members 
Mstep: Class 39 contains 1553 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986720.000000 Penalty: 147590.875000
Iteration 231Q: 42 clusters Score -2.259867e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178605 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 53784 members 
Mstep: Class 4 contains 5715 members 
Mstep: Class 5 contains 47391 members 
Mstep: Class 6 contains 21952 members 
Mstep: Class 7 contains 19201 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254211 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 142937 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33163 members 
Mstep: Class 14 contains 39641 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9217 members 
Mstep: Class 17 contains 21279 members 
Mstep: Class 18 contains 16539 members 
Mstep: Class 19 contains 14991 members 
Mstep: Class 20 contains 59610 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 13692 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177535 members 
Mstep: Class 27 contains 23253 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3936 members 
Mstep: Class 30 contains 189404 members 
Mstep: Class 31 contains 175534 members 
Mstep: Class 32 contains 16329 members 
Mstep: Class 33 contains 36232 members 
Mstep: Class 34 contains 86302 members 
Mstep: Class 35 contains 132791 members 
Mstep: Class 36 contains 17856 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82612 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986864.000000 Penalty: 147590.875000
Iteration 232Q: 42 clusters Score -2.259869e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178618 members 
Mstep: Class 2 contains 6739 members 
Mstep: Class 3 contains 53817 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 47393 members 
Mstep: Class 6 contains 21953 members 
Mstep: Class 7 contains 19198 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254235 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 142829 members 
Mstep: Class 12 contains 22849 members 
Mstep: Class 13 contains 33167 members 
Mstep: Class 14 contains 39642 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9215 members 
Mstep: Class 17 contains 21279 members 
Mstep: Class 18 contains 16544 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 59616 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 7960 members 
Mstep: Class 24 contains 13691 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177532 members 
Mstep: Class 27 contains 23260 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3937 members 
Mstep: Class 30 contains 189384 members 
Mstep: Class 31 contains 175561 members 
Mstep: Class 32 contains 16308 members 
Mstep: Class 33 contains 36231 members 
Mstep: Class 34 contains 86282 members 
Mstep: Class 35 contains 132793 members 
Mstep: Class 36 contains 17853 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82639 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986672.000000 Penalty: 147590.875000
Iteration 233Q: 42 clusters Score -2.259867e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 6749 members 
Mstep: Class 3 contains 53850 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 47393 members 
Mstep: Class 6 contains 21950 members 
Mstep: Class 7 contains 19192 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254257 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 142714 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33167 members 
Mstep: Class 14 contains 39638 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9213 members 
Mstep: Class 17 contains 21279 members 
Mstep: Class 18 contains 16547 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 59619 members 
Mstep: Class 21 contains 1450 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 7962 members 
Mstep: Class 24 contains 13690 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177525 members 
Mstep: Class 27 contains 23263 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3938 members 
Mstep: Class 30 contains 189368 members 
Mstep: Class 31 contains 175595 members 
Mstep: Class 32 contains 16294 members 
Mstep: Class 33 contains 36231 members 
Mstep: Class 34 contains 86271 members 
Mstep: Class 35 contains 132807 members 
Mstep: Class 36 contains 17853 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82658 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986672.000000 Penalty: 147590.875000
Iteration 234Q: 42 clusters Score -2.259867e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178654 members 
Mstep: Class 2 contains 6756 members 
Mstep: Class 3 contains 53880 members 
Mstep: Class 4 contains 5712 members 
Mstep: Class 5 contains 47395 members 
Mstep: Class 6 contains 21947 members 
Mstep: Class 7 contains 19188 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254275 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 142619 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33169 members 
Mstep: Class 14 contains 39641 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9212 members 
Mstep: Class 17 contains 21281 members 
Mstep: Class 18 contains 16548 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 59626 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 7964 members 
Mstep: Class 24 contains 13690 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177520 members 
Mstep: Class 27 contains 23265 members 
Mstep: Class 28 contains 6701 members 
Mstep: Class 29 contains 3938 members 
Mstep: Class 30 contains 189351 members 
Mstep: Class 31 contains 175621 members 
Mstep: Class 32 contains 16279 members 
Mstep: Class 33 contains 36229 members 
Mstep: Class 34 contains 86259 members 
Mstep: Class 35 contains 132812 members 
Mstep: Class 36 contains 17853 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82681 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986624.000000 Penalty: 147590.875000
Iteration 235Q: 42 clusters Score -2.259866e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178674 members 
Mstep: Class 2 contains 6761 members 
Mstep: Class 3 contains 53909 members 
Mstep: Class 4 contains 5711 members 
Mstep: Class 5 contains 47393 members 
Mstep: Class 6 contains 21947 members 
Mstep: Class 7 contains 19184 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254287 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 142522 members 
Mstep: Class 12 contains 22849 members 
Mstep: Class 13 contains 33172 members 
Mstep: Class 14 contains 39647 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 9211 members 
Mstep: Class 17 contains 21282 members 
Mstep: Class 18 contains 16552 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 59632 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 13689 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177512 members 
Mstep: Class 27 contains 23264 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 3938 members 
Mstep: Class 30 contains 189333 members 
Mstep: Class 31 contains 175651 members 
Mstep: Class 32 contains 16265 members 
Mstep: Class 33 contains 36228 members 
Mstep: Class 34 contains 86251 members 
Mstep: Class 35 contains 132817 members 
Mstep: Class 36 contains 17853 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82702 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986736.000000 Penalty: 147590.875000
Iteration 236Q: 42 clusters Score -2.259867e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178703 members 
Mstep: Class 2 contains 6767 members 
Mstep: Class 3 contains 53934 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 47391 members 
Mstep: Class 6 contains 21947 members 
Mstep: Class 7 contains 19181 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254300 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 142446 members 
Mstep: Class 12 contains 22849 members 
Mstep: Class 13 contains 33176 members 
Mstep: Class 14 contains 39652 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 16552 members 
Mstep: Class 19 contains 14990 members 
Mstep: Class 20 contains 59635 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 7969 members 
Mstep: Class 24 contains 13688 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177505 members 
Mstep: Class 27 contains 23264 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 3938 members 
Mstep: Class 30 contains 189304 members 
Mstep: Class 31 contains 175668 members 
Mstep: Class 32 contains 16245 members 
Mstep: Class 33 contains 36227 members 
Mstep: Class 34 contains 86247 members 
Mstep: Class 35 contains 132830 members 
Mstep: Class 36 contains 17853 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82716 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986704.000000 Penalty: 147590.875000
Iteration 237Q: 42 clusters Score -2.259867e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 178718 members 
Mstep: Class 2 contains 6771 members 
Mstep: Class 3 contains 53952 members 
Mstep: Class 4 contains 5714 members 
Mstep: Class 5 contains 47390 members 
Mstep: Class 6 contains 21949 members 
Mstep: Class 7 contains 19177 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 254309 members 
Mstep: Class 10 contains 5431 members 
Mstep: Class 11 contains 142381 members 
Mstep: Class 12 contains 22850 members 
Mstep: Class 13 contains 33182 members 
Mstep: Class 14 contains 39657 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 9208 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 16553 members 
Mstep: Class 19 contains 14991 members 
Mstep: Class 20 contains 59642 members 
Mstep: Class 21 contains 1451 members 
Mstep: Class 22 contains 9250 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 13687 members 
Mstep: Class 25 contains 298 members 
Mstep: Class 26 contains 177498 members 
Mstep: Class 27 contains 23262 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 3938 members 
Mstep: Class 30 contains 189289 members 
Mstep: Class 31 contains 175675 members 
Mstep: Class 32 contains 16225 members 
Mstep: Class 33 contains 36224 members 
Mstep: Class 34 contains 86245 members 
Mstep: Class 35 contains 132841 members 
Mstep: Class 36 contains 17856 members 
Mstep: Class 37 contains 936 members 
Mstep: Class 38 contains 82741 members 
Mstep: Class 39 contains 1554 members 
Mstep: Class 40 contains 631 members 
Mstep: Class 41 contains 57804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -225986672.000000 Penalty: 147590.875000
Iteration 238Q: 42 clusters Score -2.259867e+08 nChanged 225
Entering ConstructFrom: 
Score: -225986672.000000 Penalty: 147590.875000
Entering ConstructFrom: 
Trying to split cluster 1 (178725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178725 members 
Entering Unmasked Estep 
Score: -21023020.000000 Penalty: 2999.213623
	Iteration 0F: 2 clusters Score -2.102302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -20907856.000000 Penalty: 5998.427246
	Iteration 0F: 3 clusters Score -2.090786e+07 nChanged 85530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84651 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -20958190.000000 Penalty: 5998.427246
	Iteration 1F: 3 clusters Score -2.095819e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81230 members 
Mstep: Class 2 contains 97495 members 
Entering Unmasked Estep 
Score: -20960480.000000 Penalty: 5998.427246
	Iteration 2Q: 3 clusters Score -2.096048e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 102902 members 
Entering Unmasked Estep 
Score: -20964482.000000 Penalty: 5998.427246
	Iteration 3Q: 3 clusters Score -2.096448e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 110258 members 
Entering Unmasked Estep 
Score: -20970116.000000 Penalty: 5998.427246
	Iteration 4F: 3 clusters Score -2.097012e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -20977092.000000 Penalty: 5998.427246
	Iteration 5F: 3 clusters Score -2.097709e+07 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -20985136.000000 Penalty: 5998.427246
	Iteration 6F: 3 clusters Score -2.098514e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 139948 members 
Entering Unmasked Estep 
Score: -20993658.000000 Penalty: 5998.427246
	Iteration 7F: 3 clusters Score -2.099366e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 149893 members 
Entering Unmasked Estep 
Score: -21001622.000000 Penalty: 5998.427246
	Iteration 8F: 3 clusters Score -2.100162e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 158605 members 
Entering Unmasked Estep 
Score: -21008766.000000 Penalty: 5998.427246
	Iteration 9Q: 3 clusters Score -2.100877e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -21014004.000000 Penalty: 5998.427246
	Iteration 10Q: 3 clusters Score -2.1014e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -21016976.000000 Penalty: 5998.427246
	Iteration 11Q: 3 clusters Score -2.101698e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 173108 members 
Entering Unmasked Estep 
Score: -21018836.000000 Penalty: 5998.427246
	Iteration 12Q: 3 clusters Score -2.101884e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -21019606.000000 Penalty: 5998.427246
	Iteration 13Q: 3 clusters Score -2.101961e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 175770 members 
Entering Unmasked Estep 
Score: -21020034.000000 Penalty: 5998.427246
	Iteration 14Q: 3 clusters Score -2.102003e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 176368 members 
Entering Unmasked Estep 
Score: -21020180.000000 Penalty: 5998.427246
	Iteration 15Q: 3 clusters Score -2.102018e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 176775 members 
Entering Unmasked Estep 
Score: -21020336.000000 Penalty: 5998.427246
	Iteration 16Q: 3 clusters Score -2.102034e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -21020448.000000 Penalty: 5998.427246
	Iteration 17Q: 3 clusters Score -2.102045e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 177211 members 
Entering Unmasked Estep 
Score: -21020486.000000 Penalty: 5998.427246
	Iteration 18Q: 3 clusters Score -2.102049e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 177339 members 
Entering Unmasked Estep 
Score: -21020542.000000 Penalty: 5998.427246
	Iteration 19Q: 3 clusters Score -2.102054e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 177439 members 
Entering Unmasked Estep 
Score: -21020600.000000 Penalty: 5998.427246
	Iteration 20F: 3 clusters Score -2.10206e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 177528 members 
Entering Unmasked Estep 
Score: -21020578.000000 Penalty: 5998.427246
	Iteration 21Q: 3 clusters Score -2.102058e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 177598 members 
Entering Unmasked Estep 
Score: -21020606.000000 Penalty: 5998.427246
	Iteration 22Q: 3 clusters Score -2.102061e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 177632 members 
Entering Unmasked Estep 
Score: -21020588.000000 Penalty: 5998.427246
	Iteration 23Q: 3 clusters Score -2.102059e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 177654 members 
Entering Unmasked Estep 
Score: -21020596.000000 Penalty: 5998.427246
	Iteration 24Q: 3 clusters Score -2.10206e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 177686 members 
Entering Unmasked Estep 
Score: -21020606.000000 Penalty: 5998.427246
	Iteration 25Q: 3 clusters Score -2.102061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 177717 members 
Entering Unmasked Estep 
Score: -21020608.000000 Penalty: 5998.427246
	Iteration 26Q: 3 clusters Score -2.102061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 177736 members 
Entering Unmasked Estep 
Score: -21020608.000000 Penalty: 5998.427246
	Iteration 27Q: 3 clusters Score -2.102061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 177757 members 
Entering Unmasked Estep 
Score: -21020618.000000 Penalty: 5998.427246
	Iteration 28Q: 3 clusters Score -2.102062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 177774 members 
Entering Unmasked Estep 
Score: -21020616.000000 Penalty: 5998.427246
	Iteration 29Q: 3 clusters Score -2.102062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -21020616.000000 Penalty: 5998.427246
	Iteration 30Q: 3 clusters Score -2.102062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 177789 members 
Entering Unmasked Estep 
Score: -21020630.000000 Penalty: 5998.427246
	Iteration 31Q: 3 clusters Score -2.102063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -21020644.000000 Penalty: 5998.427246
	Iteration 32Q: 3 clusters Score -2.102064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 177802 members 
Entering Unmasked Estep 
Score: -21020648.000000 Penalty: 5998.427246
	Iteration 33Q: 3 clusters Score -2.102065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 177807 members 
Entering Unmasked Estep 
Score: -21020648.000000 Penalty: 5998.427246
	Iteration 34Q: 3 clusters Score -2.102065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 177818 members 
Entering Unmasked Estep 
Score: -21020664.000000 Penalty: 5998.427246
	Iteration 35Q: 3 clusters Score -2.102066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 177827 members 
Entering Unmasked Estep 
Score: -21020682.000000 Penalty: 5998.427246
	Iteration 36Q: 3 clusters Score -2.102068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 177833 members 
Entering Unmasked Estep 
Score: -21020688.000000 Penalty: 5998.427246
	Iteration 37Q: 3 clusters Score -2.102069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 177842 members 
Entering Unmasked Estep 
Score: -21020696.000000 Penalty: 5998.427246
	Iteration 38Q: 3 clusters Score -2.10207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 177849 members 
Entering Unmasked Estep 
Score: -21020682.000000 Penalty: 5998.427246
	Iteration 39Q: 3 clusters Score -2.102068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 177858 members 
Entering Unmasked Estep 
Score: -21020708.000000 Penalty: 5998.427246
	Iteration 40F: 3 clusters Score -2.102071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 177865 members 
Entering Unmasked Estep 
Score: -21020702.000000 Penalty: 5998.427246
	Iteration 41Q: 3 clusters Score -2.10207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 177870 members 
Entering Unmasked Estep 
Score: -21020696.000000 Penalty: 5998.427246
	Iteration 42Q: 3 clusters Score -2.10207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -21020714.000000 Penalty: 5998.427246
	Iteration 43Q: 3 clusters Score -2.102071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -21020706.000000 Penalty: 5998.427246
	Iteration 44Q: 3 clusters Score -2.102071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 177869 members 
Entering Unmasked Estep 
Score: -21020722.000000 Penalty: 5998.427246
	Iteration 45Q: 3 clusters Score -2.102072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 177870 members 
Entering Unmasked Estep 
Score: -21020726.000000 Penalty: 5998.427246
	Iteration 46Q: 3 clusters Score -2.102073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -21020712.000000 Penalty: 5998.427246
	Iteration 47Q: 3 clusters Score -2.102071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 177874 members 
Entering Unmasked Estep 
Score: -21020726.000000 Penalty: 5998.427246
	Iteration 48Q: 3 clusters Score -2.102073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 177876 members 
Entering Unmasked Estep 
Score: -21020726.000000 Penalty: 5998.427246
	Iteration 49Q: 3 clusters Score -2.102073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 177879 members 
Entering Unmasked Estep 
Score: -21020720.000000 Penalty: 5998.427246
	Iteration 50Q: 3 clusters Score -2.102072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 177886 members 
Entering Unmasked Estep 
Score: -21020722.000000 Penalty: 5998.427246
	Iteration 51Q: 3 clusters Score -2.102072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 177892 members 
Entering Unmasked Estep 
Score: -21020718.000000 Penalty: 5998.427246
	Iteration 52Q: 3 clusters Score -2.102072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 177897 members 
Entering Unmasked Estep 
Score: -21020714.000000 Penalty: 5998.427246
	Iteration 53Q: 3 clusters Score -2.102071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 177901 members 
Entering Unmasked Estep 
Score: -21020726.000000 Penalty: 5998.427246
	Iteration 54Q: 3 clusters Score -2.102073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 177904 members 
Entering Unmasked Estep 
Score: -21020750.000000 Penalty: 5998.427246
	Iteration 55Q: 3 clusters Score -2.102075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 177905 members 
Entering Unmasked Estep 
Score: -21020726.000000 Penalty: 5998.427246
	Iteration 56Q: 3 clusters Score -2.102073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -21020728.000000 Penalty: 5998.427246
	Iteration 57Q: 3 clusters Score -2.102073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 177906 members 
Entering Unmasked Estep 
Score: -21020728.000000 Penalty: 5998.427246
	Iteration 58F: 3 clusters Score -2.102073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -801918.187500 Penalty: 2187.679932
	Iteration 0F: 2 clusters Score -801918.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -796272.812500 Penalty: 4375.359863
	Iteration 0F: 3 clusters Score -796272.8 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -797705.500000 Penalty: 4375.359863
	Iteration 1F: 3 clusters Score -797705.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -797933.187500 Penalty: 4375.359863
	Iteration 2F: 3 clusters Score -797933.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -798128.812500 Penalty: 4375.359863
	Iteration 3F: 3 clusters Score -798128.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -798287.187500 Penalty: 4375.359863
	Iteration 4Q: 3 clusters Score -798287.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -798402.437500 Penalty: 4375.359863
	Iteration 5Q: 3 clusters Score -798402.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -798490.937500 Penalty: 4375.359863
	Iteration 6Q: 3 clusters Score -798490.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -798570.437500 Penalty: 4375.359863
	Iteration 7Q: 3 clusters Score -798570.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -798644.062500 Penalty: 4375.359863
	Iteration 8Q: 3 clusters Score -798644.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -798710.250000 Penalty: 4375.359863
	Iteration 9Q: 3 clusters Score -798710.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -798781.937500 Penalty: 4375.359863
	Iteration 10Q: 3 clusters Score -798781.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -798862.562500 Penalty: 4375.359863
	Iteration 11Q: 3 clusters Score -798862.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -798959.250000 Penalty: 4375.359863
	Iteration 12Q: 3 clusters Score -798959.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -799086.062500 Penalty: 4375.359863
	Iteration 13Q: 3 clusters Score -799086.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -799209.500000 Penalty: 4375.359863
	Iteration 14Q: 3 clusters Score -799209.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -799333.875000 Penalty: 4375.359863
	Iteration 15Q: 3 clusters Score -799333.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -799463.750000 Penalty: 4375.359863
	Iteration 16Q: 3 clusters Score -799463.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -799565.750000 Penalty: 4375.359863
	Iteration 17Q: 3 clusters Score -799565.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -799659.187500 Penalty: 4375.359863
	Iteration 18Q: 3 clusters Score -799659.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -799753.187500 Penalty: 4375.359863
	Iteration 19Q: 3 clusters Score -799753.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -799858.562500 Penalty: 4375.359863
	Iteration 20F: 3 clusters Score -799858.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -799937.437500 Penalty: 4375.359863
	Iteration 21Q: 3 clusters Score -799937.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -799990.125000 Penalty: 4375.359863
	Iteration 22Q: 3 clusters Score -799990.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -800029.500000 Penalty: 4375.359863
	Iteration 23Q: 3 clusters Score -800029.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -800061.625000 Penalty: 4375.359863
	Iteration 24Q: 3 clusters Score -800061.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -800084.187500 Penalty: 4375.359863
	Iteration 25Q: 3 clusters Score -800084.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -800112.375000 Penalty: 4375.359863
	Iteration 26Q: 3 clusters Score -800112.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -800136.812500 Penalty: 4375.359863
	Iteration 27Q: 3 clusters Score -800136.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -800150.500000 Penalty: 4375.359863
	Iteration 28Q: 3 clusters Score -800150.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -800165.062500 Penalty: 4375.359863
	Iteration 29Q: 3 clusters Score -800165.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -800178.687500 Penalty: 4375.359863
	Iteration 30Q: 3 clusters Score -800178.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -800188.750000 Penalty: 4375.359863
	Iteration 31Q: 3 clusters Score -800188.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -800194.000000 Penalty: 4375.359863
	Iteration 32Q: 3 clusters Score -800194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -800204.750000 Penalty: 4375.359863
	Iteration 33Q: 3 clusters Score -800204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -800209.750000 Penalty: 4375.359863
	Iteration 34Q: 3 clusters Score -800209.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -800215.437500 Penalty: 4375.359863
	Iteration 35Q: 3 clusters Score -800215.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -800224.187500 Penalty: 4375.359863
	Iteration 36Q: 3 clusters Score -800224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -800229.312500 Penalty: 4375.359863
	Iteration 37Q: 3 clusters Score -800229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -800233.875000 Penalty: 4375.359863
	Iteration 38Q: 3 clusters Score -800233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -800240.937500 Penalty: 4375.359863
	Iteration 39Q: 3 clusters Score -800240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -800246.062500 Penalty: 4375.359863
	Iteration 40F: 3 clusters Score -800246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -800253.937500 Penalty: 4375.359863
	Iteration 41Q: 3 clusters Score -800253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -800256.250000 Penalty: 4375.359863
	Iteration 42Q: 3 clusters Score -800256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -800257.125000 Penalty: 4375.359863
	Iteration 43Q: 3 clusters Score -800257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -800256.812500 Penalty: 4375.359863
	Iteration 44Q: 3 clusters Score -800256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -800259.437500 Penalty: 4375.359863
	Iteration 45Q: 3 clusters Score -800259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -800259.437500 Penalty: 4375.359863
	Iteration 46F: 3 clusters Score -800259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Entering Unmasked Estep 
Score: -6300704.500000 Penalty: 2702.258057
	Iteration 0F: 2 clusters Score -6300704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -6264378.000000 Penalty: 5404.516113
	Iteration 0F: 3 clusters Score -6264378 nChanged 24995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -6278209.000000 Penalty: 5404.516113
	Iteration 1F: 3 clusters Score -6278209 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -6278852.500000 Penalty: 5404.516113
	Iteration 2Q: 3 clusters Score -6278852 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6279691.500000 Penalty: 5404.516113
	Iteration 3Q: 3 clusters Score -6279692 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -6280766.000000 Penalty: 5404.516113
	Iteration 4Q: 3 clusters Score -6280766 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -6282383.500000 Penalty: 5404.516113
	Iteration 5F: 3 clusters Score -6282384 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -6284762.500000 Penalty: 5404.516113
	Iteration 6F: 3 clusters Score -6284762 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -6287873.500000 Penalty: 5404.516113
	Iteration 7F: 3 clusters Score -6287874 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -6291037.000000 Penalty: 5404.516113
	Iteration 8F: 3 clusters Score -6291037 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -6293926.500000 Penalty: 5404.516113
	Iteration 9F: 3 clusters Score -6293926 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -6295998.500000 Penalty: 5404.516113
	Iteration 10Q: 3 clusters Score -6295998 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -6297192.500000 Penalty: 5404.516113
	Iteration 11Q: 3 clusters Score -6297192 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -6297759.500000 Penalty: 5404.516113
	Iteration 12Q: 3 clusters Score -6297760 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6297976.000000 Penalty: 5404.516113
	Iteration 13Q: 3 clusters Score -6297976 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -6298110.500000 Penalty: 5404.516113
	Iteration 14Q: 3 clusters Score -6298110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -6298181.000000 Penalty: 5404.516113
	Iteration 15Q: 3 clusters Score -6298181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -6298224.500000 Penalty: 5404.516113
	Iteration 16Q: 3 clusters Score -6298224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -6298264.000000 Penalty: 5404.516113
	Iteration 17Q: 3 clusters Score -6298264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -6298306.000000 Penalty: 5404.516113
	Iteration 18Q: 3 clusters Score -6298306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -6298313.500000 Penalty: 5404.516113
	Iteration 19Q: 3 clusters Score -6298314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -6298337.500000 Penalty: 5404.516113
	Iteration 20F: 3 clusters Score -6298338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6298345.500000 Penalty: 5404.516113
	Iteration 21Q: 3 clusters Score -6298346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -6298362.000000 Penalty: 5404.516113
	Iteration 22Q: 3 clusters Score -6298362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -6298375.000000 Penalty: 5404.516113
	Iteration 23Q: 3 clusters Score -6298375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -6298388.500000 Penalty: 5404.516113
	Iteration 24Q: 3 clusters Score -6298388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -6298397.000000 Penalty: 5404.516113
	Iteration 25Q: 3 clusters Score -6298397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -6298399.500000 Penalty: 5404.516113
	Iteration 26Q: 3 clusters Score -6298400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6298400.000000 Penalty: 5404.516113
	Iteration 27Q: 3 clusters Score -6298400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6298402.500000 Penalty: 5404.516113
	Iteration 28Q: 3 clusters Score -6298402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6298400.500000 Penalty: 5404.516113
	Iteration 29Q: 3 clusters Score -6298400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6298399.000000 Penalty: 5404.516113
	Iteration 30Q: 3 clusters Score -6298399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -6298399.000000 Penalty: 5404.516113
	Iteration 31F: 3 clusters Score -6298399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -608778.250000 Penalty: 2145.410645
	Iteration 0F: 2 clusters Score -608778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -603741.500000 Penalty: 4290.821289
	Iteration 0F: 3 clusters Score -603741.5 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -605053.500000 Penalty: 4290.821289
	Iteration 1F: 3 clusters Score -605053.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -605352.750000 Penalty: 4290.821289
	Iteration 2F: 3 clusters Score -605352.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -605600.000000 Penalty: 4290.821289
	Iteration 3F: 3 clusters Score -605600 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -605817.187500 Penalty: 4290.821289
	Iteration 4F: 3 clusters Score -605817.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -605985.312500 Penalty: 4290.821289
	Iteration 5Q: 3 clusters Score -605985.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -606114.625000 Penalty: 4290.821289
	Iteration 6Q: 3 clusters Score -606114.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -606202.437500 Penalty: 4290.821289
	Iteration 7Q: 3 clusters Score -606202.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -606269.062500 Penalty: 4290.821289
	Iteration 8Q: 3 clusters Score -606269.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -606332.187500 Penalty: 4290.821289
	Iteration 9Q: 3 clusters Score -606332.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -606386.312500 Penalty: 4290.821289
	Iteration 10Q: 3 clusters Score -606386.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -606434.000000 Penalty: 4290.821289
	Iteration 11Q: 3 clusters Score -606434 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -606479.312500 Penalty: 4290.821289
	Iteration 12Q: 3 clusters Score -606479.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -606525.250000 Penalty: 4290.821289
	Iteration 13Q: 3 clusters Score -606525.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -606569.187500 Penalty: 4290.821289
	Iteration 14Q: 3 clusters Score -606569.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -606610.750000 Penalty: 4290.821289
	Iteration 15Q: 3 clusters Score -606610.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -606649.250000 Penalty: 4290.821289
	Iteration 16Q: 3 clusters Score -606649.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -606681.937500 Penalty: 4290.821289
	Iteration 17Q: 3 clusters Score -606681.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -606704.437500 Penalty: 4290.821289
	Iteration 18Q: 3 clusters Score -606704.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -606725.187500 Penalty: 4290.821289
	Iteration 19Q: 3 clusters Score -606725.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -606741.687500 Penalty: 4290.821289
	Iteration 20F: 3 clusters Score -606741.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -606757.000000 Penalty: 4290.821289
	Iteration 21Q: 3 clusters Score -606757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -606771.312500 Penalty: 4290.821289
	Iteration 22Q: 3 clusters Score -606771.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -606787.500000 Penalty: 4290.821289
	Iteration 23Q: 3 clusters Score -606787.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -606803.875000 Penalty: 4290.821289
	Iteration 24Q: 3 clusters Score -606803.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -606826.937500 Penalty: 4290.821289
	Iteration 25Q: 3 clusters Score -606826.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -606848.000000 Penalty: 4290.821289
	Iteration 26Q: 3 clusters Score -606848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -606862.750000 Penalty: 4290.821289
	Iteration 27Q: 3 clusters Score -606862.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -606876.312500 Penalty: 4290.821289
	Iteration 28Q: 3 clusters Score -606876.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -606886.125000 Penalty: 4290.821289
	Iteration 29Q: 3 clusters Score -606886.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -606893.000000 Penalty: 4290.821289
	Iteration 30Q: 3 clusters Score -606893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -606901.625000 Penalty: 4290.821289
	Iteration 31Q: 3 clusters Score -606901.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -606914.062500 Penalty: 4290.821289
	Iteration 32Q: 3 clusters Score -606914.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -606924.812500 Penalty: 4290.821289
	Iteration 33Q: 3 clusters Score -606924.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -606931.312500 Penalty: 4290.821289
	Iteration 34Q: 3 clusters Score -606931.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -606939.187500 Penalty: 4290.821289
	Iteration 35Q: 3 clusters Score -606939.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -606946.125000 Penalty: 4290.821289
	Iteration 36Q: 3 clusters Score -606946.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -606951.875000 Penalty: 4290.821289
	Iteration 37Q: 3 clusters Score -606951.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -606959.187500 Penalty: 4290.821289
	Iteration 38Q: 3 clusters Score -606959.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -606962.812500 Penalty: 4290.821289
	Iteration 39Q: 3 clusters Score -606962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -606963.437500 Penalty: 4290.821289
	Iteration 40F: 3 clusters Score -606963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -606965.125000 Penalty: 4290.821289
	Iteration 41Q: 3 clusters Score -606965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -606966.062500 Penalty: 4290.821289
	Iteration 42Q: 3 clusters Score -606966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -606969.937500 Penalty: 4290.821289
	Iteration 43Q: 3 clusters Score -606969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -606968.312500 Penalty: 4290.821289
	Iteration 44Q: 3 clusters Score -606968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -606968.312500 Penalty: 4290.821289
	Iteration 45F: 3 clusters Score -606968.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Entering Unmasked Estep 
Score: -5056718.000000 Penalty: 2669.988281
	Iteration 0F: 2 clusters Score -5056718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5024662.000000 Penalty: 5339.976562
	Iteration 0F: 3 clusters Score -5024662 nChanged 21838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -5037895.000000 Penalty: 5339.976562
	Iteration 1F: 3 clusters Score -5037895 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -5039573.000000 Penalty: 5339.976562
	Iteration 2F: 3 clusters Score -5039573 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -5041446.500000 Penalty: 5339.976562
	Iteration 3F: 3 clusters Score -5041446 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -5043261.500000 Penalty: 5339.976562
	Iteration 4F: 3 clusters Score -5043262 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5044803.000000 Penalty: 5339.976562
	Iteration 5F: 3 clusters Score -5044803 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5046185.500000 Penalty: 5339.976562
	Iteration 6F: 3 clusters Score -5046186 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -5047258.000000 Penalty: 5339.976562
	Iteration 7Q: 3 clusters Score -5047258 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -5048281.000000 Penalty: 5339.976562
	Iteration 8Q: 3 clusters Score -5048281 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -5049341.000000 Penalty: 5339.976562
	Iteration 9Q: 3 clusters Score -5049341 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5050346.500000 Penalty: 5339.976562
	Iteration 10Q: 3 clusters Score -5050346 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5051254.500000 Penalty: 5339.976562
	Iteration 11Q: 3 clusters Score -5051254 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -5052125.500000 Penalty: 5339.976562
	Iteration 12Q: 3 clusters Score -5052126 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -5052843.500000 Penalty: 5339.976562
	Iteration 13Q: 3 clusters Score -5052844 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -5053448.000000 Penalty: 5339.976562
	Iteration 14Q: 3 clusters Score -5053448 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -5053933.000000 Penalty: 5339.976562
	Iteration 15Q: 3 clusters Score -5053933 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -5054244.500000 Penalty: 5339.976562
	Iteration 16Q: 3 clusters Score -5054244 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5054493.500000 Penalty: 5339.976562
	Iteration 17Q: 3 clusters Score -5054494 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5054674.500000 Penalty: 5339.976562
	Iteration 18Q: 3 clusters Score -5054674 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -5054817.000000 Penalty: 5339.976562
	Iteration 19Q: 3 clusters Score -5054817 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -5054930.000000 Penalty: 5339.976562
	Iteration 20F: 3 clusters Score -5054930 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -5054990.500000 Penalty: 5339.976562
	Iteration 21Q: 3 clusters Score -5054990 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -5055043.500000 Penalty: 5339.976562
	Iteration 22Q: 3 clusters Score -5055044 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -5055087.500000 Penalty: 5339.976562
	Iteration 23Q: 3 clusters Score -5055088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5055120.000000 Penalty: 5339.976562
	Iteration 24Q: 3 clusters Score -5055120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -5055154.500000 Penalty: 5339.976562
	Iteration 25Q: 3 clusters Score -5055154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -5055187.500000 Penalty: 5339.976562
	Iteration 26Q: 3 clusters Score -5055188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -5055210.000000 Penalty: 5339.976562
	Iteration 27Q: 3 clusters Score -5055210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -5055234.000000 Penalty: 5339.976562
	Iteration 28Q: 3 clusters Score -5055234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -5055252.000000 Penalty: 5339.976562
	Iteration 29Q: 3 clusters Score -5055252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -5055257.000000 Penalty: 5339.976562
	Iteration 30Q: 3 clusters Score -5055257 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -5055266.000000 Penalty: 5339.976562
	Iteration 31Q: 3 clusters Score -5055266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -5055277.000000 Penalty: 5339.976562
	Iteration 32Q: 3 clusters Score -5055277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -5055282.500000 Penalty: 5339.976562
	Iteration 33Q: 3 clusters Score -5055282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -5055304.500000 Penalty: 5339.976562
	Iteration 34Q: 3 clusters Score -5055304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -5055306.000000 Penalty: 5339.976562
	Iteration 35Q: 3 clusters Score -5055306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -5055302.000000 Penalty: 5339.976562
	Iteration 36Q: 3 clusters Score -5055302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -5055301.000000 Penalty: 5339.976562
	Iteration 37Q: 3 clusters Score -5055301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -5055309.000000 Penalty: 5339.976562
	Iteration 38Q: 3 clusters Score -5055309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -5055317.500000 Penalty: 5339.976562
	Iteration 39Q: 3 clusters Score -5055318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -5055318.000000 Penalty: 5339.976562
	Iteration 40F: 3 clusters Score -5055318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -5055312.000000 Penalty: 5339.976562
	Iteration 41Q: 3 clusters Score -5055312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -5055321.000000 Penalty: 5339.976562
	Iteration 42Q: 3 clusters Score -5055321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -5055327.000000 Penalty: 5339.976562
	Iteration 43Q: 3 clusters Score -5055327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -5055324.500000 Penalty: 5339.976562
	Iteration 44Q: 3 clusters Score -5055324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -5055327.000000 Penalty: 5339.976562
	Iteration 45Q: 3 clusters Score -5055327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -5055327.000000 Penalty: 5339.976562
	Iteration 46Q: 3 clusters Score -5055327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -5055339.500000 Penalty: 5339.976562
	Iteration 47Q: 3 clusters Score -5055340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -5055348.000000 Penalty: 5339.976562
	Iteration 48Q: 3 clusters Score -5055348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5055353.000000 Penalty: 5339.976562
	Iteration 49Q: 3 clusters Score -5055353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -5055357.500000 Penalty: 5339.976562
	Iteration 50Q: 3 clusters Score -5055358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -5055359.500000 Penalty: 5339.976562
	Iteration 51Q: 3 clusters Score -5055360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -5055370.500000 Penalty: 5339.976562
	Iteration 52Q: 3 clusters Score -5055370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -5055374.500000 Penalty: 5339.976562
	Iteration 53Q: 3 clusters Score -5055374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -5055382.000000 Penalty: 5339.976562
	Iteration 54Q: 3 clusters Score -5055382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -5055388.000000 Penalty: 5339.976562
	Iteration 55Q: 3 clusters Score -5055388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -5055392.000000 Penalty: 5339.976562
	Iteration 56Q: 3 clusters Score -5055392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -5055388.500000 Penalty: 5339.976562
	Iteration 57Q: 3 clusters Score -5055388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5055390.000000 Penalty: 5339.976562
	Iteration 58Q: 3 clusters Score -5055390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -5055392.000000 Penalty: 5339.976562
	Iteration 59Q: 3 clusters Score -5055392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -5055391.000000 Penalty: 5339.976562
	Iteration 60F: 3 clusters Score -5055391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -5055399.000000 Penalty: 5339.976562
	Iteration 61Q: 3 clusters Score -5055399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -5055395.000000 Penalty: 5339.976562
	Iteration 62Q: 3 clusters Score -5055395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -5055395.500000 Penalty: 5339.976562
	Iteration 63Q: 3 clusters Score -5055396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -5055402.000000 Penalty: 5339.976562
	Iteration 64Q: 3 clusters Score -5055402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -5055403.000000 Penalty: 5339.976562
	Iteration 65Q: 3 clusters Score -5055403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5055408.500000 Penalty: 5339.976562
	Iteration 66Q: 3 clusters Score -5055408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -5055408.000000 Penalty: 5339.976562
	Iteration 67Q: 3 clusters Score -5055408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5055406.000000 Penalty: 5339.976562
	Iteration 68Q: 3 clusters Score -5055406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5055406.000000 Penalty: 5339.976562
	Iteration 69F: 3 clusters Score -5055406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Entering Unmasked Estep 
Score: -2541457.000000 Penalty: 2479.137695
	Iteration 0F: 2 clusters Score -2541457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2526189.000000 Penalty: 4958.275391
	Iteration 0F: 3 clusters Score -2526189 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2531407.000000 Penalty: 4958.275391
	Iteration 1F: 3 clusters Score -2531407 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2532052.750000 Penalty: 4958.275391
	Iteration 2F: 3 clusters Score -2532053 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2532767.250000 Penalty: 4958.275391
	Iteration 3F: 3 clusters Score -2532767 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2533589.250000 Penalty: 4958.275391
	Iteration 4F: 3 clusters Score -2533589 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2534561.000000 Penalty: 4958.275391
	Iteration 5F: 3 clusters Score -2534561 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2535693.750000 Penalty: 4958.275391
	Iteration 6F: 3 clusters Score -2535694 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2536795.000000 Penalty: 4958.275391
	Iteration 7F: 3 clusters Score -2536795 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2537843.750000 Penalty: 4958.275391
	Iteration 8F: 3 clusters Score -2537844 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2538649.500000 Penalty: 4958.275391
	Iteration 9Q: 3 clusters Score -2538650 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2539203.500000 Penalty: 4958.275391
	Iteration 10Q: 3 clusters Score -2539204 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2539511.250000 Penalty: 4958.275391
	Iteration 11Q: 3 clusters Score -2539511 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2539719.500000 Penalty: 4958.275391
	Iteration 12Q: 3 clusters Score -2539720 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2539892.500000 Penalty: 4958.275391
	Iteration 13Q: 3 clusters Score -2539892 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2539981.000000 Penalty: 4958.275391
	Iteration 14Q: 3 clusters Score -2539981 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2540064.750000 Penalty: 4958.275391
	Iteration 15Q: 3 clusters Score -2540065 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2540126.750000 Penalty: 4958.275391
	Iteration 16Q: 3 clusters Score -2540127 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2540156.250000 Penalty: 4958.275391
	Iteration 17Q: 3 clusters Score -2540156 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2540189.500000 Penalty: 4958.275391
	Iteration 18Q: 3 clusters Score -2540190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2540216.000000 Penalty: 4958.275391
	Iteration 19Q: 3 clusters Score -2540216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2540221.750000 Penalty: 4958.275391
	Iteration 20F: 3 clusters Score -2540222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2540239.000000 Penalty: 4958.275391
	Iteration 21Q: 3 clusters Score -2540239 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2540259.000000 Penalty: 4958.275391
	Iteration 22Q: 3 clusters Score -2540259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2540273.000000 Penalty: 4958.275391
	Iteration 23Q: 3 clusters Score -2540273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2540271.500000 Penalty: 4958.275391
	Iteration 24Q: 3 clusters Score -2540272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2540281.000000 Penalty: 4958.275391
	Iteration 25Q: 3 clusters Score -2540281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2540287.500000 Penalty: 4958.275391
	Iteration 26Q: 3 clusters Score -2540288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2540291.750000 Penalty: 4958.275391
	Iteration 27Q: 3 clusters Score -2540292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2540293.500000 Penalty: 4958.275391
	Iteration 28Q: 3 clusters Score -2540294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2540292.250000 Penalty: 4958.275391
	Iteration 29Q: 3 clusters Score -2540292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2540293.000000 Penalty: 4958.275391
	Iteration 30Q: 3 clusters Score -2540293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2540291.500000 Penalty: 4958.275391
	Iteration 31Q: 3 clusters Score -2540292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -2540301.250000 Penalty: 4958.275391
	Iteration 32Q: 3 clusters Score -2540301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2540300.250000 Penalty: 4958.275391
	Iteration 33Q: 3 clusters Score -2540300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2540300.500000 Penalty: 4958.275391
	Iteration 34Q: 3 clusters Score -2540300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2540306.500000 Penalty: 4958.275391
	Iteration 35Q: 3 clusters Score -2540306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2540304.750000 Penalty: 4958.275391
	Iteration 36Q: 3 clusters Score -2540305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2540304.250000 Penalty: 4958.275391
	Iteration 37Q: 3 clusters Score -2540304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2540304.250000 Penalty: 4958.275391
	Iteration 38Q: 3 clusters Score -2540304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2540306.000000 Penalty: 4958.275391
	Iteration 39Q: 3 clusters Score -2540306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2540306.250000 Penalty: 4958.275391
	Iteration 40F: 3 clusters Score -2540306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2540302.000000 Penalty: 4958.275391
	Iteration 41Q: 3 clusters Score -2540302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2540300.250000 Penalty: 4958.275391
	Iteration 42Q: 3 clusters Score -2540300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2540298.750000 Penalty: 4958.275391
	Iteration 43Q: 3 clusters Score -2540299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2540305.250000 Penalty: 4958.275391
	Iteration 44Q: 3 clusters Score -2540305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2540306.250000 Penalty: 4958.275391
	Iteration 45Q: 3 clusters Score -2540306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2540306.250000 Penalty: 4958.275391
	Iteration 46Q: 3 clusters Score -2540306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2540306.000000 Penalty: 4958.275391
	Iteration 47Q: 3 clusters Score -2540306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2540306.000000 Penalty: 4958.275391
	Iteration 48F: 3 clusters Score -2540306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Entering Unmasked Estep 
Score: -2258646.750000 Penalty: 2445.630859
	Iteration 0F: 2 clusters Score -2258647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2245065.000000 Penalty: 4891.261719
	Iteration 0F: 3 clusters Score -2245065 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2249561.000000 Penalty: 4891.261719
	Iteration 1F: 3 clusters Score -2249561 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2249964.500000 Penalty: 4891.261719
	Iteration 2F: 3 clusters Score -2249964 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2250404.500000 Penalty: 4891.261719
	Iteration 3Q: 3 clusters Score -2250404 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2250952.000000 Penalty: 4891.261719
	Iteration 4F: 3 clusters Score -2250952 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2251740.250000 Penalty: 4891.261719
	Iteration 5F: 3 clusters Score -2251740 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2252705.250000 Penalty: 4891.261719
	Iteration 6F: 3 clusters Score -2252705 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2253800.250000 Penalty: 4891.261719
	Iteration 7F: 3 clusters Score -2253800 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2254828.000000 Penalty: 4891.261719
	Iteration 8F: 3 clusters Score -2254828 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2255534.250000 Penalty: 4891.261719
	Iteration 9F: 3 clusters Score -2255534 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -2255924.250000 Penalty: 4891.261719
	Iteration 10Q: 3 clusters Score -2255924 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -2256176.250000 Penalty: 4891.261719
	Iteration 11Q: 3 clusters Score -2256176 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2256369.500000 Penalty: 4891.261719
	Iteration 12Q: 3 clusters Score -2256370 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2256495.250000 Penalty: 4891.261719
	Iteration 13Q: 3 clusters Score -2256495 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2256590.000000 Penalty: 4891.261719
	Iteration 14Q: 3 clusters Score -2256590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2256692.750000 Penalty: 4891.261719
	Iteration 15Q: 3 clusters Score -2256693 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2256794.000000 Penalty: 4891.261719
	Iteration 16Q: 3 clusters Score -2256794 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2256877.750000 Penalty: 4891.261719
	Iteration 17Q: 3 clusters Score -2256878 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2256924.500000 Penalty: 4891.261719
	Iteration 18Q: 3 clusters Score -2256924 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2256973.750000 Penalty: 4891.261719
	Iteration 19Q: 3 clusters Score -2256974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2257002.500000 Penalty: 4891.261719
	Iteration 20F: 3 clusters Score -2257002 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2257051.000000 Penalty: 4891.261719
	Iteration 21Q: 3 clusters Score -2257051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2257077.250000 Penalty: 4891.261719
	Iteration 22Q: 3 clusters Score -2257077 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2257111.250000 Penalty: 4891.261719
	Iteration 23Q: 3 clusters Score -2257111 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2257144.250000 Penalty: 4891.261719
	Iteration 24Q: 3 clusters Score -2257144 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2257158.750000 Penalty: 4891.261719
	Iteration 25Q: 3 clusters Score -2257159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2257188.250000 Penalty: 4891.261719
	Iteration 26Q: 3 clusters Score -2257188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2257207.250000 Penalty: 4891.261719
	Iteration 27Q: 3 clusters Score -2257207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2257219.750000 Penalty: 4891.261719
	Iteration 28Q: 3 clusters Score -2257220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2257245.000000 Penalty: 4891.261719
	Iteration 29Q: 3 clusters Score -2257245 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2257262.500000 Penalty: 4891.261719
	Iteration 30Q: 3 clusters Score -2257262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2257279.000000 Penalty: 4891.261719
	Iteration 31Q: 3 clusters Score -2257279 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2257289.750000 Penalty: 4891.261719
	Iteration 32Q: 3 clusters Score -2257290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2257306.000000 Penalty: 4891.261719
	Iteration 33Q: 3 clusters Score -2257306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2257316.000000 Penalty: 4891.261719
	Iteration 34Q: 3 clusters Score -2257316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2257327.000000 Penalty: 4891.261719
	Iteration 35Q: 3 clusters Score -2257327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2257337.750000 Penalty: 4891.261719
	Iteration 36Q: 3 clusters Score -2257338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2257350.750000 Penalty: 4891.261719
	Iteration 37Q: 3 clusters Score -2257351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2257356.000000 Penalty: 4891.261719
	Iteration 38Q: 3 clusters Score -2257356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2257356.000000 Penalty: 4891.261719
	Iteration 39Q: 3 clusters Score -2257356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2257360.250000 Penalty: 4891.261719
	Iteration 40F: 3 clusters Score -2257360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2257373.000000 Penalty: 4891.261719
	Iteration 41Q: 3 clusters Score -2257373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2257375.500000 Penalty: 4891.261719
	Iteration 42Q: 3 clusters Score -2257376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2257386.000000 Penalty: 4891.261719
	Iteration 43Q: 3 clusters Score -2257386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2257386.500000 Penalty: 4891.261719
	Iteration 44Q: 3 clusters Score -2257386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2257386.000000 Penalty: 4891.261719
	Iteration 45Q: 3 clusters Score -2257386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2257387.000000 Penalty: 4891.261719
	Iteration 46Q: 3 clusters Score -2257387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2257383.500000 Penalty: 4891.261719
	Iteration 47Q: 3 clusters Score -2257384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2257388.250000 Penalty: 4891.261719
	Iteration 48Q: 3 clusters Score -2257388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2257394.500000 Penalty: 4891.261719
	Iteration 49Q: 3 clusters Score -2257394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2257400.500000 Penalty: 4891.261719
	Iteration 50Q: 3 clusters Score -2257400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2257406.250000 Penalty: 4891.261719
	Iteration 51Q: 3 clusters Score -2257406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2257410.000000 Penalty: 4891.261719
	Iteration 52Q: 3 clusters Score -2257410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2257410.500000 Penalty: 4891.261719
	Iteration 53Q: 3 clusters Score -2257410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2257412.500000 Penalty: 4891.261719
	Iteration 54Q: 3 clusters Score -2257412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2257411.000000 Penalty: 4891.261719
	Iteration 55Q: 3 clusters Score -2257411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2257410.250000 Penalty: 4891.261719
	Iteration 56Q: 3 clusters Score -2257410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2257411.000000 Penalty: 4891.261719
	Iteration 57Q: 3 clusters Score -2257411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2257409.750000 Penalty: 4891.261719
	Iteration 58Q: 3 clusters Score -2257410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2257409.750000 Penalty: 4891.261719
	Iteration 59F: 3 clusters Score -2257410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -110752.015625 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -110752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -108828.367188 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -108828.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -109246.296875 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -109246.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -109372.312500 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -109372.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109451.640625 Penalty: 3464.419434
	Iteration 3Q: 3 clusters Score -109451.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109562.703125 Penalty: 3464.419434
	Iteration 4Q: 3 clusters Score -109562.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109644.265625 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -109644.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -109699.867188 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -109699.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -109787.437500 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -109787.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -109866.140625 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -109866.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -109977.609375 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -109977.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110077.929688 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -110077.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110226.148438 Penalty: 3464.419434
	Iteration 11Q: 3 clusters Score -110226.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110371.078125 Penalty: 3464.419434
	Iteration 12Q: 3 clusters Score -110371.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -110465.804688 Penalty: 3464.419434
	Iteration 13Q: 3 clusters Score -110465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110494.312500 Penalty: 3464.419434
	Iteration 14Q: 3 clusters Score -110494.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110500.710938 Penalty: 3464.419434
	Iteration 15Q: 3 clusters Score -110500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -110508.109375 Penalty: 3464.419434
	Iteration 16Q: 3 clusters Score -110508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110516.492188 Penalty: 3464.419434
	Iteration 17Q: 3 clusters Score -110516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110523.312500 Penalty: 3464.419434
	Iteration 18Q: 3 clusters Score -110523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110527.820312 Penalty: 3464.419434
	Iteration 19Q: 3 clusters Score -110527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110552.671875 Penalty: 3464.419434
	Iteration 20F: 3 clusters Score -110552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -110621.585938 Penalty: 3464.419434
	Iteration 21Q: 3 clusters Score -110621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -110640.765625 Penalty: 3464.419434
	Iteration 22Q: 3 clusters Score -110640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110652.500000 Penalty: 3464.419434
	Iteration 23Q: 3 clusters Score -110652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -110671.218750 Penalty: 3464.419434
	Iteration 24Q: 3 clusters Score -110671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -110680.828125 Penalty: 3464.419434
	Iteration 25Q: 3 clusters Score -110680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -110696.890625 Penalty: 3464.419434
	Iteration 26Q: 3 clusters Score -110696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -110727.367188 Penalty: 3464.419434
	Iteration 27Q: 3 clusters Score -110727.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -110779.296875 Penalty: 3464.419434
	Iteration 28Q: 3 clusters Score -110779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -110886.843750 Penalty: 3464.419434
	Iteration 29Q: 3 clusters Score -110886.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -111028.484375 Penalty: 3464.419434
	Iteration 30Q: 3 clusters Score -111028.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -111121.953125 Penalty